warning: commands will be executed using /bin/sh
job 1312 at Fri Nov 22 01:10:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11042013_reo/Achilles151_11042013_reo
ElecNo	14
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 1730287 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
--- Clustering full data set of 1730287 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 90897 members 
Mstep: Class 3 contains 91206 members 
Mstep: Class 4 contains 90777 members 
Mstep: Class 5 contains 91024 members 
Mstep: Class 6 contains 91371 members 
Mstep: Class 7 contains 90816 members 
Mstep: Class 8 contains 90969 members 
Mstep: Class 9 contains 90661 members 
Mstep: Class 10 contains 90920 members 
Mstep: Class 11 contains 91592 members 
Mstep: Class 12 contains 90462 members 
Mstep: Class 13 contains 90760 members 
Mstep: Class 14 contains 91080 members 
Mstep: Class 15 contains 91095 members 
Mstep: Class 16 contains 91270 members 
Mstep: Class 17 contains 91207 members 
Mstep: Class 18 contains 91011 members 
Mstep: Class 19 contains 91044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 93.931793 but Gain 653.553711
Score: -82144272.000000 Penalty: 11763.950195
Iteration 0F: 19 clusters Score -8.214427e+07 nChanged 1638001
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 1 contains 174833 members 
Mstep: Class 2 contains 53123 members 
Mstep: Class 3 contains 52960 members 
Mstep: Class 4 contains 91452 members 
Mstep: Class 5 contains 143534 members 
Mstep: Class 6 contains 80039 members 
Mstep: Class 8 contains 115808 members 
Mstep: Class 9 contains 45525 members 
Mstep: Class 10 contains 80332 members 
Mstep: Class 11 contains 52092 members 
Mstep: Class 12 contains 82410 members 
Mstep: Class 13 contains 130291 members 
Mstep: Class 14 contains 166428 members 
Mstep: Class 15 contains 199590 members 
Mstep: Class 16 contains 84367 members 
Mstep: Class 17 contains 49489 members 
Mstep: Class 18 contains 22286 members 
Mstep: Class 19 contains 105521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85179880.000000 Penalty: 11763.950195
Iteration 1F: 19 clusters Score -8.517988e+07 nChanged 630289
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 283305 members 
Mstep: Class 2 contains 42673 members 
Mstep: Class 3 contains 35565 members 
Mstep: Class 4 contains 70770 members 
Mstep: Class 5 contains 166870 members 
Mstep: Class 6 contains 89398 members 
Mstep: Class 8 contains 113219 members 
Mstep: Class 9 contains 28745 members 
Mstep: Class 10 contains 59922 members 
Mstep: Class 11 contains 47520 members 
Mstep: Class 12 contains 61496 members 
Mstep: Class 13 contains 150354 members 
Mstep: Class 14 contains 178972 members 
Mstep: Class 15 contains 207392 members 
Mstep: Class 16 contains 55837 members 
Mstep: Class 17 contains 29521 members 
Mstep: Class 18 contains 15982 members 
Mstep: Class 19 contains 92637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85828368.000000 Penalty: 11763.950195
Iteration 2F: 19 clusters Score -8.582837e+07 nChanged 437469
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 323026 members 
Mstep: Class 2 contains 38215 members 
Mstep: Class 3 contains 23976 members 
Mstep: Class 4 contains 54248 members 
Mstep: Class 5 contains 187726 members 
Mstep: Class 6 contains 89241 members 
Mstep: Class 8 contains 112924 members 
Mstep: Class 9 contains 18251 members 
Mstep: Class 10 contains 50014 members 
Mstep: Class 11 contains 38749 members 
Mstep: Class 12 contains 44295 members 
Mstep: Class 13 contains 187505 members 
Mstep: Class 14 contains 220120 members 
Mstep: Class 15 contains 195849 members 
Mstep: Class 16 contains 36269 members 
Mstep: Class 17 contains 16683 members 
Mstep: Class 18 contains 13946 members 
Mstep: Class 19 contains 79162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182272.000000 Penalty: 11763.950195
Iteration 3F: 19 clusters Score -8.618227e+07 nChanged 334053
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 350403 members 
Mstep: Class 2 contains 33381 members 
Mstep: Class 3 contains 16161 members 
Mstep: Class 4 contains 40456 members 
Mstep: Class 5 contains 194517 members 
Mstep: Class 6 contains 84753 members 
Mstep: Class 8 contains 111721 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 41011 members 
Mstep: Class 11 contains 29280 members 
Mstep: Class 12 contains 31861 members 
Mstep: Class 13 contains 225556 members 
Mstep: Class 14 contains 291740 members 
Mstep: Class 15 contains 160973 members 
Mstep: Class 16 contains 22573 members 
Mstep: Class 17 contains 8255 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 19 contains 65577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86412224.000000 Penalty: 11763.950195
Iteration 4F: 19 clusters Score -8.641222e+07 nChanged 273338
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 366185 members 
Mstep: Class 2 contains 28099 members 
Mstep: Class 3 contains 12647 members 
Mstep: Class 4 contains 29533 members 
Mstep: Class 5 contains 184359 members 
Mstep: Class 6 contains 79174 members 
Mstep: Class 8 contains 103363 members 
Mstep: Class 9 contains 6705 members 
Mstep: Class 10 contains 32325 members 
Mstep: Class 11 contains 21414 members 
Mstep: Class 12 contains 25064 members 
Mstep: Class 13 contains 255453 members 
Mstep: Class 14 contains 368566 members 
Mstep: Class 15 contains 136465 members 
Mstep: Class 16 contains 14812 members 
Mstep: Class 17 contains 4230 members 
Mstep: Class 18 contains 8240 members 
Mstep: Class 19 contains 53555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86452464.000000 Penalty: 11763.950195
Iteration 5F: 19 clusters Score -8.645246e+07 nChanged 229565
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 397301 members 
Mstep: Class 2 contains 26071 members 
Mstep: Class 3 contains 12459 members 
Mstep: Class 4 contains 23612 members 
Mstep: Class 5 contains 174422 members 
Mstep: Class 6 contains 77207 members 
Mstep: Class 8 contains 93600 members 
Mstep: Class 9 contains 4382 members 
Mstep: Class 10 contains 28459 members 
Mstep: Class 11 contains 14950 members 
Mstep: Class 12 contains 19269 members 
Mstep: Class 13 contains 281434 members 
Mstep: Class 14 contains 400542 members 
Mstep: Class 15 contains 112214 members 
Mstep: Class 16 contains 11716 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 6402 members 
Mstep: Class 19 contains 43324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86461424.000000 Penalty: 11763.950195
Iteration 6F: 19 clusters Score -8.646142e+07 nChanged 177312
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 434597 members 
Mstep: Class 2 contains 26146 members 
Mstep: Class 3 contains 14040 members 
Mstep: Class 4 contains 21640 members 
Mstep: Class 5 contains 170476 members 
Mstep: Class 6 contains 78801 members 
Mstep: Class 8 contains 89150 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 26913 members 
Mstep: Class 11 contains 10736 members 
Mstep: Class 12 contains 15557 members 
Mstep: Class 13 contains 303095 members 
Mstep: Class 14 contains 381420 members 
Mstep: Class 15 contains 100534 members 
Mstep: Class 16 contains 10922 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 35085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86463416.000000 Penalty: 11763.950195
Iteration 7F: 19 clusters Score -8.646342e+07 nChanged 137289
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 450614 members 
Mstep: Class 2 contains 27094 members 
Mstep: Class 3 contains 16988 members 
Mstep: Class 4 contains 21112 members 
Mstep: Class 5 contains 166245 members 
Mstep: Class 6 contains 83973 members 
Mstep: Class 8 contains 87814 members 
Mstep: Class 9 contains 2647 members 
Mstep: Class 10 contains 26205 members 
Mstep: Class 11 contains 7948 members 
Mstep: Class 12 contains 13222 members 
Mstep: Class 13 contains 318725 members 
Mstep: Class 14 contains 364613 members 
Mstep: Class 15 contains 96029 members 
Mstep: Class 16 contains 11659 members 
Mstep: Class 17 contains 1874 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 28767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86466760.000000 Penalty: 11763.950195
Iteration 8F: 19 clusters Score -8.646676e+07 nChanged 112454
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 445616 members 
Mstep: Class 2 contains 28702 members 
Mstep: Class 3 contains 21076 members 
Mstep: Class 4 contains 21852 members 
Mstep: Class 5 contains 160554 members 
Mstep: Class 6 contains 92874 members 
Mstep: Class 8 contains 90433 members 
Mstep: Class 9 contains 2182 members 
Mstep: Class 10 contains 26314 members 
Mstep: Class 11 contains 5967 members 
Mstep: Class 12 contains 11847 members 
Mstep: Class 13 contains 324630 members 
Mstep: Class 14 contains 359625 members 
Mstep: Class 15 contains 95791 members 
Mstep: Class 16 contains 13267 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 3970 members 
Mstep: Class 19 contains 23739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86507832.000000 Penalty: 11763.950195
Iteration 9F: 19 clusters Score -8.650783e+07 nChanged 95934
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 433771 members 
Mstep: Class 2 contains 30816 members 
Mstep: Class 3 contains 26049 members 
Mstep: Class 4 contains 23581 members 
Mstep: Class 5 contains 153105 members 
Mstep: Class 6 contains 104003 members 
Mstep: Class 8 contains 93860 members 
Mstep: Class 9 contains 1861 members 
Mstep: Class 10 contains 27094 members 
Mstep: Class 11 contains 4475 members 
Mstep: Class 12 contains 11024 members 
Mstep: Class 13 contains 323402 members 
Mstep: Class 14 contains 357629 members 
Mstep: Class 15 contains 99569 members 
Mstep: Class 16 contains 15251 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 19465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86565768.000000 Penalty: 11763.950195
Iteration 10F: 19 clusters Score -8.656577e+07 nChanged 89296
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 422148 members 
Mstep: Class 2 contains 33468 members 
Mstep: Class 3 contains 32008 members 
Mstep: Class 4 contains 26151 members 
Mstep: Class 5 contains 143514 members 
Mstep: Class 6 contains 115285 members 
Mstep: Class 8 contains 97356 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 28286 members 
Mstep: Class 11 contains 3406 members 
Mstep: Class 12 contains 10522 members 
Mstep: Class 13 contains 319139 members 
Mstep: Class 14 contains 353671 members 
Mstep: Class 15 contains 105780 members 
Mstep: Class 16 contains 17308 members 
Mstep: Class 17 contains 1741 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 15601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86627048.000000 Penalty: 11763.950195
Iteration 11F: 19 clusters Score -8.662705e+07 nChanged 85328
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 411247 members 
Mstep: Class 2 contains 36524 members 
Mstep: Class 3 contains 38994 members 
Mstep: Class 4 contains 29525 members 
Mstep: Class 5 contains 131611 members 
Mstep: Class 6 contains 124828 members 
Mstep: Class 8 contains 101147 members 
Mstep: Class 9 contains 1453 members 
Mstep: Class 10 contains 29722 members 
Mstep: Class 11 contains 2660 members 
Mstep: Class 12 contains 10169 members 
Mstep: Class 13 contains 313464 members 
Mstep: Class 14 contains 348622 members 
Mstep: Class 15 contains 114089 members 
Mstep: Class 16 contains 19390 members 
Mstep: Class 17 contains 1785 members 
Mstep: Class 18 contains 2883 members 
Mstep: Class 19 contains 12061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86688056.000000 Penalty: 11763.950195
Iteration 12Q: 19 clusters Score -8.668806e+07 nChanged 81909
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 400889 members 
Mstep: Class 2 contains 39842 members 
Mstep: Class 3 contains 46863 members 
Mstep: Class 4 contains 33728 members 
Mstep: Class 5 contains 117787 members 
Mstep: Class 6 contains 133087 members 
Mstep: Class 8 contains 104950 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 31168 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 9920 members 
Mstep: Class 13 contains 306990 members 
Mstep: Class 14 contains 342718 members 
Mstep: Class 15 contains 123773 members 
Mstep: Class 16 contains 21376 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 18 contains 2682 members 
Mstep: Class 19 contains 9104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86748440.000000 Penalty: 11763.950195
Iteration 13Q: 19 clusters Score -8.674844e+07 nChanged 75944
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 391313 members 
Mstep: Class 2 contains 43343 members 
Mstep: Class 3 contains 55360 members 
Mstep: Class 4 contains 38616 members 
Mstep: Class 5 contains 103781 members 
Mstep: Class 6 contains 140019 members 
Mstep: Class 8 contains 108262 members 
Mstep: Class 9 contains 1193 members 
Mstep: Class 10 contains 32631 members 
Mstep: Class 11 contains 1808 members 
Mstep: Class 12 contains 9738 members 
Mstep: Class 13 contains 299949 members 
Mstep: Class 14 contains 335537 members 
Mstep: Class 15 contains 134090 members 
Mstep: Class 16 contains 23292 members 
Mstep: Class 17 contains 1901 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 6828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86805944.000000 Penalty: 11763.950195
Iteration 14Q: 19 clusters Score -8.680594e+07 nChanged 71750
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 381661 members 
Mstep: Class 2 contains 46791 members 
Mstep: Class 3 contains 64197 members 
Mstep: Class 4 contains 44049 members 
Mstep: Class 5 contains 90086 members 
Mstep: Class 6 contains 145599 members 
Mstep: Class 8 contains 110835 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 33959 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 9560 members 
Mstep: Class 13 contains 292704 members 
Mstep: Class 14 contains 328449 members 
Mstep: Class 15 contains 144739 members 
Mstep: Class 16 contains 25387 members 
Mstep: Class 17 contains 1942 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 5193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86853680.000000 Penalty: 11763.950195
Iteration 15Q: 19 clusters Score -8.685368e+07 nChanged 67190
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 371735 members 
Mstep: Class 2 contains 50239 members 
Mstep: Class 3 contains 72786 members 
Mstep: Class 4 contains 49993 members 
Mstep: Class 5 contains 78961 members 
Mstep: Class 6 contains 149889 members 
Mstep: Class 8 contains 112419 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 35202 members 
Mstep: Class 11 contains 1361 members 
Mstep: Class 12 contains 9361 members 
Mstep: Class 13 contains 284978 members 
Mstep: Class 14 contains 319821 members 
Mstep: Class 15 contains 156591 members 
Mstep: Class 16 contains 27609 members 
Mstep: Class 17 contains 1947 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 19 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86894864.000000 Penalty: 11763.950195
Iteration 16Q: 19 clusters Score -8.689486e+07 nChanged 66430
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 360055 members 
Mstep: Class 2 contains 53605 members 
Mstep: Class 3 contains 80940 members 
Mstep: Class 4 contains 56443 members 
Mstep: Class 5 contains 70929 members 
Mstep: Class 6 contains 153149 members 
Mstep: Class 8 contains 113148 members 
Mstep: Class 9 contains 1040 members 
Mstep: Class 10 contains 36294 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 9434 members 
Mstep: Class 13 contains 278233 members 
Mstep: Class 14 contains 313447 members 
Mstep: Class 15 contains 165001 members 
Mstep: Class 16 contains 29977 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86921280.000000 Penalty: 11763.950195
Iteration 17Q: 19 clusters Score -8.692128e+07 nChanged 67030
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 345379 members 
Mstep: Class 2 contains 57108 members 
Mstep: Class 3 contains 88913 members 
Mstep: Class 4 contains 63192 members 
Mstep: Class 5 contains 65580 members 
Mstep: Class 6 contains 156845 members 
Mstep: Class 8 contains 113352 members 
Mstep: Class 9 contains 1042 members 
Mstep: Class 10 contains 37525 members 
Mstep: Class 11 contains 1118 members 
Mstep: Class 12 contains 9627 members 
Mstep: Class 13 contains 272946 members 
Mstep: Class 14 contains 310043 members 
Mstep: Class 15 contains 168304 members 
Mstep: Class 16 contains 32469 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 2025 members 
Mstep: Class 19 contains 2804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86933456.000000 Penalty: 11763.950195
Iteration 18Q: 19 clusters Score -8.693346e+07 nChanged 66699
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 326583 members 
Mstep: Class 2 contains 60862 members 
Mstep: Class 3 contains 95929 members 
Mstep: Class 4 contains 69937 members 
Mstep: Class 5 contains 61394 members 
Mstep: Class 6 contains 161467 members 
Mstep: Class 8 contains 113715 members 
Mstep: Class 9 contains 1041 members 
Mstep: Class 10 contains 38911 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 9916 members 
Mstep: Class 13 contains 268971 members 
Mstep: Class 14 contains 308659 members 
Mstep: Class 15 contains 170338 members 
Mstep: Class 16 contains 35035 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86925408.000000 Penalty: 11763.950195
Iteration 19Q: 19 clusters Score -8.692541e+07 nChanged 69595
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 302498 members 
Mstep: Class 2 contains 65486 members 
Mstep: Class 3 contains 101632 members 
Mstep: Class 4 contains 77115 members 
Mstep: Class 5 contains 58554 members 
Mstep: Class 6 contains 167570 members 
Mstep: Class 8 contains 114433 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 40614 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 10289 members 
Mstep: Class 13 contains 265630 members 
Mstep: Class 14 contains 308459 members 
Mstep: Class 15 contains 171784 members 
Mstep: Class 16 contains 37931 members 
Mstep: Class 17 contains 1933 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 2324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86891440.000000 Penalty: 11763.950195
Iteration 20F: 19 clusters Score -8.689144e+07 nChanged 83449
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 269461 members 
Mstep: Class 2 contains 71554 members 
Mstep: Class 3 contains 108233 members 
Mstep: Class 4 contains 86320 members 
Mstep: Class 5 contains 56026 members 
Mstep: Class 6 contains 176941 members 
Mstep: Class 8 contains 115803 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 42484 members 
Mstep: Class 11 contains 909 members 
Mstep: Class 12 contains 10714 members 
Mstep: Class 13 contains 260312 members 
Mstep: Class 14 contains 308721 members 
Mstep: Class 15 contains 173030 members 
Mstep: Class 16 contains 42610 members 
Mstep: Class 17 contains 1931 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86905704.000000 Penalty: 11763.950195
Iteration 21Q: 19 clusters Score -8.69057e+07 nChanged 85110
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 236451 members 
Mstep: Class 2 contains 78269 members 
Mstep: Class 3 contains 113300 members 
Mstep: Class 4 contains 96540 members 
Mstep: Class 5 contains 54676 members 
Mstep: Class 6 contains 186039 members 
Mstep: Class 8 contains 118497 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 44274 members 
Mstep: Class 11 contains 874 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 256009 members 
Mstep: Class 14 contains 305171 members 
Mstep: Class 15 contains 174098 members 
Mstep: Class 16 contains 47851 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 1826 members 
Mstep: Class 19 contains 2157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86937920.000000 Penalty: 11763.950195
Iteration 22Q: 19 clusters Score -8.693792e+07 nChanged 83780
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 208259 members 
Mstep: Class 2 contains 85349 members 
Mstep: Class 3 contains 117291 members 
Mstep: Class 4 contains 107592 members 
Mstep: Class 5 contains 53994 members 
Mstep: Class 6 contains 191640 members 
Mstep: Class 8 contains 122382 members 
Mstep: Class 9 contains 1079 members 
Mstep: Class 10 contains 45965 members 
Mstep: Class 11 contains 836 members 
Mstep: Class 12 contains 11803 members 
Mstep: Class 13 contains 252401 members 
Mstep: Class 14 contains 296996 members 
Mstep: Class 15 contains 175467 members 
Mstep: Class 16 contains 53333 members 
Mstep: Class 17 contains 1862 members 
Mstep: Class 18 contains 1776 members 
Mstep: Class 19 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86958648.000000 Penalty: 11763.950195
Iteration 23Q: 19 clusters Score -8.695865e+07 nChanged 81828
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 186528 members 
Mstep: Class 2 contains 92893 members 
Mstep: Class 3 contains 120754 members 
Mstep: Class 4 contains 119414 members 
Mstep: Class 5 contains 53856 members 
Mstep: Class 6 contains 192654 members 
Mstep: Class 8 contains 127475 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 47670 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 249462 members 
Mstep: Class 14 contains 283453 members 
Mstep: Class 15 contains 176616 members 
Mstep: Class 16 contains 59166 members 
Mstep: Class 17 contains 1812 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 19 contains 2200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86980512.000000 Penalty: 11763.950195
Iteration 24Q: 19 clusters Score -8.698051e+07 nChanged 72798
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 173095 members 
Mstep: Class 2 contains 101500 members 
Mstep: Class 3 contains 123783 members 
Mstep: Class 4 contains 132105 members 
Mstep: Class 5 contains 54024 members 
Mstep: Class 6 contains 190234 members 
Mstep: Class 8 contains 132817 members 
Mstep: Class 9 contains 1143 members 
Mstep: Class 10 contains 49462 members 
Mstep: Class 11 contains 779 members 
Mstep: Class 12 contains 13337 members 
Mstep: Class 13 contains 246155 members 
Mstep: Class 14 contains 263737 members 
Mstep: Class 15 contains 176854 members 
Mstep: Class 16 contains 65425 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87003200.000000 Penalty: 11763.950195
Iteration 25Q: 19 clusters Score -8.70032e+07 nChanged 65510
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 165850 members 
Mstep: Class 2 contains 111438 members 
Mstep: Class 3 contains 126599 members 
Mstep: Class 4 contains 144284 members 
Mstep: Class 5 contains 54354 members 
Mstep: Class 6 contains 185611 members 
Mstep: Class 8 contains 137180 members 
Mstep: Class 9 contains 1171 members 
Mstep: Class 10 contains 51186 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 14147 members 
Mstep: Class 13 contains 241989 members 
Mstep: Class 14 contains 241009 members 
Mstep: Class 15 contains 176652 members 
Mstep: Class 16 contains 72217 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 1603 members 
Mstep: Class 19 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87024072.000000 Penalty: 11763.950195
Iteration 26Q: 19 clusters Score -8.702407e+07 nChanged 59547
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 161417 members 
Mstep: Class 2 contains 122274 members 
Mstep: Class 3 contains 129044 members 
Mstep: Class 4 contains 154280 members 
Mstep: Class 5 contains 54940 members 
Mstep: Class 6 contains 179850 members 
Mstep: Class 8 contains 139836 members 
Mstep: Class 9 contains 1201 members 
Mstep: Class 10 contains 52543 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 13 contains 237460 members 
Mstep: Class 14 contains 219841 members 
Mstep: Class 15 contains 176246 members 
Mstep: Class 16 contains 79829 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 18 contains 1481 members 
Mstep: Class 19 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87045552.000000 Penalty: 11763.950195
Iteration 27Q: 19 clusters Score -8.704555e+07 nChanged 59848
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 159046 members 
Mstep: Class 2 contains 133656 members 
Mstep: Class 3 contains 130867 members 
Mstep: Class 4 contains 165214 members 
Mstep: Class 5 contains 55582 members 
Mstep: Class 6 contains 171870 members 
Mstep: Class 8 contains 139649 members 
Mstep: Class 9 contains 1237 members 
Mstep: Class 10 contains 52925 members 
Mstep: Class 11 contains 740 members 
Mstep: Class 12 contains 15825 members 
Mstep: Class 13 contains 231999 members 
Mstep: Class 14 contains 200227 members 
Mstep: Class 15 contains 175707 members 
Mstep: Class 16 contains 90034 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 1349 members 
Mstep: Class 19 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87070960.000000 Penalty: 11763.950195
Iteration 28Q: 19 clusters Score -8.707096e+07 nChanged 65266
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 158788 members 
Mstep: Class 2 contains 145521 members 
Mstep: Class 3 contains 132258 members 
Mstep: Class 4 contains 177449 members 
Mstep: Class 5 contains 56427 members 
Mstep: Class 6 contains 161125 members 
Mstep: Class 8 contains 134632 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 52287 members 
Mstep: Class 11 contains 737 members 
Mstep: Class 12 contains 16655 members 
Mstep: Class 13 contains 224409 members 
Mstep: Class 14 contains 183996 members 
Mstep: Class 15 contains 175110 members 
Mstep: Class 16 contains 104095 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 1194 members 
Mstep: Class 19 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87090472.000000 Penalty: 11763.950195
Iteration 29Q: 19 clusters Score -8.709047e+07 nChanged 74267
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 160602 members 
Mstep: Class 2 contains 157906 members 
Mstep: Class 3 contains 133101 members 
Mstep: Class 4 contains 191916 members 
Mstep: Class 5 contains 57358 members 
Mstep: Class 6 contains 148744 members 
Mstep: Class 8 contains 124077 members 
Mstep: Class 9 contains 1283 members 
Mstep: Class 10 contains 50951 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 17467 members 
Mstep: Class 13 contains 214700 members 
Mstep: Class 14 contains 171360 members 
Mstep: Class 15 contains 174363 members 
Mstep: Class 16 contains 120447 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87096520.000000 Penalty: 11763.950195
Iteration 30Q: 19 clusters Score -8.709652e+07 nChanged 91952
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 162524 members 
Mstep: Class 2 contains 173645 members 
Mstep: Class 3 contains 133379 members 
Mstep: Class 4 contains 211114 members 
Mstep: Class 5 contains 58164 members 
Mstep: Class 6 contains 132738 members 
Mstep: Class 8 contains 108777 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 49342 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 18143 members 
Mstep: Class 13 contains 204621 members 
Mstep: Class 14 contains 161025 members 
Mstep: Class 15 contains 173954 members 
Mstep: Class 16 contains 135895 members 
Mstep: Class 17 contains 1201 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87099304.000000 Penalty: 11763.950195
Iteration 31F: 19 clusters Score -8.70993e+07 nChanged 115982
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 162307 members 
Mstep: Class 2 contains 189058 members 
Mstep: Class 3 contains 133118 members 
Mstep: Class 4 contains 245089 members 
Mstep: Class 5 contains 58573 members 
Mstep: Class 6 contains 108323 members 
Mstep: Class 8 contains 95099 members 
Mstep: Class 9 contains 1229 members 
Mstep: Class 10 contains 47301 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 18690 members 
Mstep: Class 13 contains 190621 members 
Mstep: Class 14 contains 146086 members 
Mstep: Class 15 contains 173266 members 
Mstep: Class 16 contains 156042 members 
Mstep: Class 17 contains 905 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 2853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 634.901184 but Gain 653.552734
Score: -87094816.000000 Penalty: 11110.397461
Iteration 32F: 18 clusters Score -8.709482e+07 nChanged 130270
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 158085 members 
Mstep: Class 2 contains 195161 members 
Mstep: Class 3 contains 132074 members 
Mstep: Class 4 contains 290153 members 
Mstep: Class 5 contains 58692 members 
Mstep: Class 6 contains 81636 members 
Mstep: Class 8 contains 87020 members 
Mstep: Class 9 contains 965 members 
Mstep: Class 10 contains 43918 members 
Mstep: Class 11 contains 857 members 
Mstep: Class 12 contains 18611 members 
Mstep: Class 13 contains 172749 members 
Mstep: Class 14 contains 135572 members 
Mstep: Class 15 contains 171350 members 
Mstep: Class 16 contains 179558 members 
Mstep: Class 18 contains 807 members 
Mstep: Class 19 contains 2977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 625.822571 but Gain 653.552734
Score: -87089272.000000 Penalty: 10456.844727
Iteration 33F: 17 clusters Score -8.708927e+07 nChanged 143995
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 146987 members 
Mstep: Class 2 contains 193588 members 
Mstep: Class 3 contains 128458 members 
Mstep: Class 4 contains 348936 members 
Mstep: Class 5 contains 58328 members 
Mstep: Class 6 contains 60317 members 
Mstep: Class 8 contains 85998 members 
Mstep: Class 10 contains 38217 members 
Mstep: Class 11 contains 897 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 156199 members 
Mstep: Class 14 contains 124373 members 
Mstep: Class 15 contains 165024 members 
Mstep: Class 16 contains 201170 members 
Mstep: Class 18 contains 800 members 
Mstep: Class 19 contains 3082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86969352.000000 Penalty: 10456.844727
Iteration 34F: 17 clusters Score -8.696935e+07 nChanged 140405
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 141068 members 
Mstep: Class 2 contains 193735 members 
Mstep: Class 3 contains 127596 members 
Mstep: Class 4 contains 379297 members 
Mstep: Class 5 contains 58782 members 
Mstep: Class 6 contains 48841 members 
Mstep: Class 8 contains 90013 members 
Mstep: Class 10 contains 35928 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 16135 members 
Mstep: Class 13 contains 158117 members 
Mstep: Class 14 contains 114609 members 
Mstep: Class 15 contains 151967 members 
Mstep: Class 16 contains 209263 members 
Mstep: Class 18 contains 794 members 
Mstep: Class 19 contains 3132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86933672.000000 Penalty: 10456.844727
Iteration 35F: 17 clusters Score -8.693367e+07 nChanged 101506
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 139509 members 
Mstep: Class 2 contains 197436 members 
Mstep: Class 3 contains 129691 members 
Mstep: Class 4 contains 371551 members 
Mstep: Class 5 contains 58801 members 
Mstep: Class 6 contains 43369 members 
Mstep: Class 8 contains 95769 members 
Mstep: Class 10 contains 36536 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 15196 members 
Mstep: Class 13 contains 168927 members 
Mstep: Class 14 contains 110737 members 
Mstep: Class 15 contains 150345 members 
Mstep: Class 16 contains 207654 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86950928.000000 Penalty: 10456.844727
Iteration 36F: 17 clusters Score -8.695093e+07 nChanged 75811
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 140948 members 
Mstep: Class 2 contains 198492 members 
Mstep: Class 3 contains 132452 members 
Mstep: Class 4 contains 357877 members 
Mstep: Class 5 contains 58989 members 
Mstep: Class 6 contains 40798 members 
Mstep: Class 8 contains 101014 members 
Mstep: Class 10 contains 37755 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 12 contains 14547 members 
Mstep: Class 13 contains 179586 members 
Mstep: Class 14 contains 109468 members 
Mstep: Class 15 contains 151895 members 
Mstep: Class 16 contains 201926 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 2844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86972976.000000 Penalty: 10456.844727
Iteration 37Q: 17 clusters Score -8.697298e+07 nChanged 60771
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 144256 members 
Mstep: Class 2 contains 196886 members 
Mstep: Class 3 contains 135402 members 
Mstep: Class 4 contains 344705 members 
Mstep: Class 5 contains 59974 members 
Mstep: Class 6 contains 39665 members 
Mstep: Class 8 contains 104905 members 
Mstep: Class 10 contains 39100 members 
Mstep: Class 11 contains 871 members 
Mstep: Class 12 contains 14141 members 
Mstep: Class 13 contains 188822 members 
Mstep: Class 14 contains 108904 members 
Mstep: Class 15 contains 153897 members 
Mstep: Class 16 contains 195282 members 
Mstep: Class 18 contains 667 members 
Mstep: Class 19 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86990464.000000 Penalty: 10456.844727
Iteration 38Q: 17 clusters Score -8.699046e+07 nChanged 53190
Entering ConstructFrom: 
Score: -86990464.000000 Penalty: 10456.844727
Entering ConstructFrom: 
Trying to split cluster 1 (148300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148300 members 
Entering Unmasked Estep 
Score: -7936357.000000 Penalty: 541.768188
	Iteration 0F: 2 clusters Score -7936357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -7847319.000000 Penalty: 1083.536377
	Iteration 0F: 3 clusters Score -7847319 nChanged 72674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70676 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -7891965.500000 Penalty: 1083.536377
	Iteration 1F: 3 clusters Score -7891966 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67366 members 
Mstep: Class 2 contains 80934 members 
Entering Unmasked Estep 
Score: -7894469.500000 Penalty: 1083.536377
	Iteration 2Q: 3 clusters Score -7894470 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -7899106.500000 Penalty: 1083.536377
	Iteration 3F: 3 clusters Score -7899106 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -7907557.000000 Penalty: 1083.536377
	Iteration 4F: 3 clusters Score -7907557 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 100563 members 
Entering Unmasked Estep 
Score: -7918226.500000 Penalty: 1083.536377
	Iteration 5F: 3 clusters Score -7918226 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -7927246.500000 Penalty: 1083.536377
	Iteration 6F: 3 clusters Score -7927246 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 107219 members 
Entering Unmasked Estep 
Score: -7931815.000000 Penalty: 1083.536377
	Iteration 7F: 3 clusters Score -7931815 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -7933280.500000 Penalty: 1083.536377
	Iteration 8Q: 3 clusters Score -7933280 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 107031 members 
Entering Unmasked Estep 
Score: -7933713.500000 Penalty: 1083.536377
	Iteration 9Q: 3 clusters Score -7933714 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 106561 members 
Entering Unmasked Estep 
Score: -7933957.000000 Penalty: 1083.536377
	Iteration 10Q: 3 clusters Score -7933957 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 105957 members 
Entering Unmasked Estep 
Score: -7934134.500000 Penalty: 1083.536377
	Iteration 11Q: 3 clusters Score -7934134 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 105240 members 
Entering Unmasked Estep 
Score: -7934333.500000 Penalty: 1083.536377
	Iteration 12Q: 3 clusters Score -7934334 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 104522 members 
Entering Unmasked Estep 
Score: -7934334.000000 Penalty: 1083.536377
	Iteration 13Q: 3 clusters Score -7934334 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 103745 members 
Entering Unmasked Estep 
Score: -7934506.500000 Penalty: 1083.536377
	Iteration 14Q: 3 clusters Score -7934506 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 102967 members 
Entering Unmasked Estep 
Score: -7934709.000000 Penalty: 1083.536377
	Iteration 15Q: 3 clusters Score -7934709 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 102245 members 
Entering Unmasked Estep 
Score: -7934797.000000 Penalty: 1083.536377
	Iteration 16Q: 3 clusters Score -7934797 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 101575 members 
Entering Unmasked Estep 
Score: -7934919.000000 Penalty: 1083.536377
	Iteration 17Q: 3 clusters Score -7934919 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -7935063.000000 Penalty: 1083.536377
	Iteration 18Q: 3 clusters Score -7935063 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 100464 members 
Entering Unmasked Estep 
Score: -7935227.500000 Penalty: 1083.536377
	Iteration 19Q: 3 clusters Score -7935228 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 100037 members 
Entering Unmasked Estep 
Score: -7935378.500000 Penalty: 1083.536377
	Iteration 20F: 3 clusters Score -7935378 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -7935678.500000 Penalty: 1083.536377
	Iteration 21Q: 3 clusters Score -7935678 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 99507 members 
Entering Unmasked Estep 
Score: -7935914.500000 Penalty: 1083.536377
	Iteration 22Q: 3 clusters Score -7935914 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -7936193.500000 Penalty: 1083.536377
	Iteration 23Q: 3 clusters Score -7936194 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -7936523.000000 Penalty: 1083.536377
	Iteration 24Q: 3 clusters Score -7936523 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 99386 members 
Entering Unmasked Estep 
Score: -7936859.000000 Penalty: 1083.536377
	Iteration 25Q: 3 clusters Score -7936859 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -7937155.500000 Penalty: 1083.536377
	Iteration 26Q: 3 clusters Score -7937156 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -7937431.000000 Penalty: 1083.536377
	Iteration 27Q: 3 clusters Score -7937431 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -7937637.500000 Penalty: 1083.536377
	Iteration 28Q: 3 clusters Score -7937638 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -7937784.000000 Penalty: 1083.536377
	Iteration 29Q: 3 clusters Score -7937784 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 99015 members 
Entering Unmasked Estep 
Score: -7937912.000000 Penalty: 1083.536377
	Iteration 30Q: 3 clusters Score -7937912 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -7937980.500000 Penalty: 1083.536377
	Iteration 31Q: 3 clusters Score -7937980 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 98687 members 
Entering Unmasked Estep 
Score: -7937974.500000 Penalty: 1083.536377
	Iteration 32Q: 3 clusters Score -7937974 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 98546 members 
Entering Unmasked Estep 
Score: -7938037.500000 Penalty: 1083.536377
	Iteration 33Q: 3 clusters Score -7938038 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -7938084.500000 Penalty: 1083.536377
	Iteration 34Q: 3 clusters Score -7938084 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -7938075.500000 Penalty: 1083.536377
	Iteration 35Q: 3 clusters Score -7938076 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -7938108.000000 Penalty: 1083.536377
	Iteration 36Q: 3 clusters Score -7938108 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 98013 members 
Entering Unmasked Estep 
Score: -7938111.000000 Penalty: 1083.536377
	Iteration 37Q: 3 clusters Score -7938111 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -7938123.000000 Penalty: 1083.536377
	Iteration 38Q: 3 clusters Score -7938123 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 97762 members 
Entering Unmasked Estep 
Score: -7938108.000000 Penalty: 1083.536377
	Iteration 39Q: 3 clusters Score -7938108 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
Score: -7938125.500000 Penalty: 1083.536377
	Iteration 40F: 3 clusters Score -7938126 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 97525 members 
Entering Unmasked Estep 
Score: -7938110.500000 Penalty: 1083.536377
	Iteration 41Q: 3 clusters Score -7938110 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -7938127.500000 Penalty: 1083.536377
	Iteration 42Q: 3 clusters Score -7938128 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 97263 members 
Entering Unmasked Estep 
Score: -7938092.500000 Penalty: 1083.536377
	Iteration 43Q: 3 clusters Score -7938092 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 97138 members 
Entering Unmasked Estep 
Score: -7938082.000000 Penalty: 1083.536377
	Iteration 44Q: 3 clusters Score -7938082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -7938092.000000 Penalty: 1083.536377
	Iteration 45Q: 3 clusters Score -7938092 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -7938085.500000 Penalty: 1083.536377
	Iteration 46Q: 3 clusters Score -7938086 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -7938073.000000 Penalty: 1083.536377
	Iteration 47Q: 3 clusters Score -7938073 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -7938084.000000 Penalty: 1083.536377
	Iteration 48Q: 3 clusters Score -7938084 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 96655 members 
Entering Unmasked Estep 
Score: -7938057.000000 Penalty: 1083.536377
	Iteration 49Q: 3 clusters Score -7938057 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -7938052.500000 Penalty: 1083.536377
	Iteration 50Q: 3 clusters Score -7938052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 96517 members 
Entering Unmasked Estep 
Score: -7938048.500000 Penalty: 1083.536377
	Iteration 51Q: 3 clusters Score -7938048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -7938060.000000 Penalty: 1083.536377
	Iteration 52Q: 3 clusters Score -7938060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 96417 members 
Entering Unmasked Estep 
Score: -7938045.500000 Penalty: 1083.536377
	Iteration 53Q: 3 clusters Score -7938046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 96360 members 
Entering Unmasked Estep 
Score: -7938043.500000 Penalty: 1083.536377
	Iteration 54Q: 3 clusters Score -7938044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -7938027.000000 Penalty: 1083.536377
	Iteration 55Q: 3 clusters Score -7938027 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -7938011.500000 Penalty: 1083.536377
	Iteration 56Q: 3 clusters Score -7938012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 96188 members 
Entering Unmasked Estep 
Score: -7937999.500000 Penalty: 1083.536377
	Iteration 57Q: 3 clusters Score -7938000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 96132 members 
Entering Unmasked Estep 
Score: -7937995.500000 Penalty: 1083.536377
	Iteration 58Q: 3 clusters Score -7937996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -7937986.500000 Penalty: 1083.536377
	Iteration 59Q: 3 clusters Score -7937986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 95997 members 
Entering Unmasked Estep 
Score: -7937970.000000 Penalty: 1083.536377
	Iteration 60F: 3 clusters Score -7937970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 95930 members 
Entering Unmasked Estep 
Score: -7937959.000000 Penalty: 1083.536377
	Iteration 61Q: 3 clusters Score -7937959 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 95883 members 
Entering Unmasked Estep 
Score: -7937948.000000 Penalty: 1083.536377
	Iteration 62Q: 3 clusters Score -7937948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 95827 members 
Entering Unmasked Estep 
Score: -7937941.500000 Penalty: 1083.536377
	Iteration 63Q: 3 clusters Score -7937942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -7937933.000000 Penalty: 1083.536377
	Iteration 64Q: 3 clusters Score -7937933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 95713 members 
Entering Unmasked Estep 
Score: -7937937.000000 Penalty: 1083.536377
	Iteration 65Q: 3 clusters Score -7937937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -7937930.500000 Penalty: 1083.536377
	Iteration 66Q: 3 clusters Score -7937930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -7937930.500000 Penalty: 1083.536377
	Iteration 67Q: 3 clusters Score -7937930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 95543 members 
Entering Unmasked Estep 
Score: -7937930.000000 Penalty: 1083.536377
	Iteration 68Q: 3 clusters Score -7937930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -7937933.500000 Penalty: 1083.536377
	Iteration 69Q: 3 clusters Score -7937934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -7937929.000000 Penalty: 1083.536377
	Iteration 70Q: 3 clusters Score -7937929 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
Score: -7937933.500000 Penalty: 1083.536377
	Iteration 71Q: 3 clusters Score -7937934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 95343 members 
Entering Unmasked Estep 
Score: -7937927.500000 Penalty: 1083.536377
	Iteration 72Q: 3 clusters Score -7937928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -7937931.000000 Penalty: 1083.536377
	Iteration 73Q: 3 clusters Score -7937931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -7937949.500000 Penalty: 1083.536377
	Iteration 74Q: 3 clusters Score -7937950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -7937947.500000 Penalty: 1083.536377
	Iteration 75Q: 3 clusters Score -7937948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 95193 members 
Entering Unmasked Estep 
Score: -7937939.500000 Penalty: 1083.536377
	Iteration 76Q: 3 clusters Score -7937940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -7937943.500000 Penalty: 1083.536377
	Iteration 77Q: 3 clusters Score -7937944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -7937942.500000 Penalty: 1083.536377
	Iteration 78Q: 3 clusters Score -7937942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -7937945.000000 Penalty: 1083.536377
	Iteration 79Q: 3 clusters Score -7937945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 95103 members 
Entering Unmasked Estep 
Score: -7937943.000000 Penalty: 1083.536377
	Iteration 80F: 3 clusters Score -7937943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -7937946.000000 Penalty: 1083.536377
	Iteration 81Q: 3 clusters Score -7937946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -7937947.500000 Penalty: 1083.536377
	Iteration 82Q: 3 clusters Score -7937948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -7937953.000000 Penalty: 1083.536377
	Iteration 83Q: 3 clusters Score -7937953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -7937948.000000 Penalty: 1083.536377
	Iteration 84Q: 3 clusters Score -7937948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -7937944.000000 Penalty: 1083.536377
	Iteration 85Q: 3 clusters Score -7937944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -7937945.000000 Penalty: 1083.536377
	Iteration 86Q: 3 clusters Score -7937945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -7937945.500000 Penalty: 1083.536377
	Iteration 87Q: 3 clusters Score -7937946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -7937944.000000 Penalty: 1083.536377
	Iteration 88Q: 3 clusters Score -7937944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -7937945.000000 Penalty: 1083.536377
	Iteration 89Q: 3 clusters Score -7937945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 95050 members 
Entering Unmasked Estep 
Score: -7937942.500000 Penalty: 1083.536377
	Iteration 90Q: 3 clusters Score -7937942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 95048 members 
Entering Unmasked Estep 
Score: -7937944.500000 Penalty: 1083.536377
	Iteration 91Q: 3 clusters Score -7937944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 95048 members 
Entering Unmasked Estep 
Score: -7937944.500000 Penalty: 1083.536377
	Iteration 92F: 3 clusters Score -7937944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 193414 members 
Mstep: Class 3 contains 138859 members 
Mstep: Class 4 contains 331466 members 
Mstep: Class 5 contains 61869 members 
Mstep: Class 6 contains 39540 members 
Mstep: Class 7 contains 95048 members 
Mstep: Class 8 contains 107828 members 
Mstep: Class 10 contains 40715 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 196566 members 
Mstep: Class 14 contains 108678 members 
Mstep: Class 15 contains 155749 members 
Mstep: Class 16 contains 189212 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 2650 members 
Entering Unmasked Estep 
Score: -87001880.000000 Penalty: 11110.397461
Splitting cluster 1 changes total score from -86990464.000000 to -87001880.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (193414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193414 members 
Entering Unmasked Estep 
Score: -10537797.000000 Penalty: 553.852783
	Iteration 0F: 2 clusters Score -1.05378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -10429846.000000 Penalty: 1107.705566
	Iteration 0F: 3 clusters Score -1.042985e+07 nChanged 94397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92429 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -10489667.000000 Penalty: 1107.705566
	Iteration 1F: 3 clusters Score -1.048967e+07 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91455 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -10493173.000000 Penalty: 1107.705566
	Iteration 2F: 3 clusters Score -1.049317e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
Score: -10498978.000000 Penalty: 1107.705566
	Iteration 3F: 3 clusters Score -1.049898e+07 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 97766 members 
Entering Unmasked Estep 
Score: -10508123.000000 Penalty: 1107.705566
	Iteration 4F: 3 clusters Score -1.050812e+07 nChanged 13992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100964 members 
Mstep: Class 2 contains 92450 members 
Entering Unmasked Estep 
Score: -10518681.000000 Penalty: 1107.705566
	Iteration 5F: 3 clusters Score -1.051868e+07 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -10525186.000000 Penalty: 1107.705566
	Iteration 6F: 3 clusters Score -1.052519e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113806 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -10527387.000000 Penalty: 1107.705566
	Iteration 7Q: 3 clusters Score -1.052739e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119829 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -10528115.000000 Penalty: 1107.705566
	Iteration 8Q: 3 clusters Score -1.052812e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124978 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -10528197.000000 Penalty: 1107.705566
	Iteration 9Q: 3 clusters Score -1.05282e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129697 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -10528275.000000 Penalty: 1107.705566
	Iteration 10Q: 3 clusters Score -1.052828e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133782 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -10528246.000000 Penalty: 1107.705566
	Iteration 11Q: 3 clusters Score -1.052825e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137335 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -10528208.000000 Penalty: 1107.705566
	Iteration 12Q: 3 clusters Score -1.052821e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140298 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -10528151.000000 Penalty: 1107.705566
	Iteration 13Q: 3 clusters Score -1.052815e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142527 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -10527825.000000 Penalty: 1107.705566
	Iteration 14Q: 3 clusters Score -1.052782e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144192 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -10527619.000000 Penalty: 1107.705566
	Iteration 15Q: 3 clusters Score -1.052762e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145326 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -10527237.000000 Penalty: 1107.705566
	Iteration 16Q: 3 clusters Score -1.052724e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146051 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -10526948.000000 Penalty: 1107.705566
	Iteration 17Q: 3 clusters Score -1.052695e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146385 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -10526688.000000 Penalty: 1107.705566
	Iteration 18Q: 3 clusters Score -1.052669e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146386 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -10526424.000000 Penalty: 1107.705566
	Iteration 19Q: 3 clusters Score -1.052642e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146020 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -10526276.000000 Penalty: 1107.705566
	Iteration 20F: 3 clusters Score -1.052628e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145325 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -10526084.000000 Penalty: 1107.705566
	Iteration 21Q: 3 clusters Score -1.052608e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144372 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -10525872.000000 Penalty: 1107.705566
	Iteration 22Q: 3 clusters Score -1.052587e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143138 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -10525657.000000 Penalty: 1107.705566
	Iteration 23Q: 3 clusters Score -1.052566e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141715 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -10525461.000000 Penalty: 1107.705566
	Iteration 24Q: 3 clusters Score -1.052546e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140128 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -10525304.000000 Penalty: 1107.705566
	Iteration 25Q: 3 clusters Score -1.05253e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138389 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -10525257.000000 Penalty: 1107.705566
	Iteration 26Q: 3 clusters Score -1.052526e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136410 members 
Mstep: Class 2 contains 57004 members 
Entering Unmasked Estep 
Score: -10525199.000000 Penalty: 1107.705566
	Iteration 27Q: 3 clusters Score -1.05252e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134331 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -10525240.000000 Penalty: 1107.705566
	Iteration 28Q: 3 clusters Score -1.052524e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132080 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -10525242.000000 Penalty: 1107.705566
	Iteration 29Q: 3 clusters Score -1.052524e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129667 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
Score: -10525416.000000 Penalty: 1107.705566
	Iteration 30Q: 3 clusters Score -1.052542e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127059 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -10525649.000000 Penalty: 1107.705566
	Iteration 31Q: 3 clusters Score -1.052565e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124297 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -10526055.000000 Penalty: 1107.705566
	Iteration 32Q: 3 clusters Score -1.052606e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121208 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -10526503.000000 Penalty: 1107.705566
	Iteration 33Q: 3 clusters Score -1.05265e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117813 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -10527068.000000 Penalty: 1107.705566
	Iteration 34Q: 3 clusters Score -1.052707e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113417 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -10527670.000000 Penalty: 1107.705566
	Iteration 35Q: 3 clusters Score -1.052767e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107852 members 
Mstep: Class 2 contains 85562 members 
Entering Unmasked Estep 
Score: -10528139.000000 Penalty: 1107.705566
	Iteration 36Q: 3 clusters Score -1.052814e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 92167 members 
Entering Unmasked Estep 
Score: -10528375.000000 Penalty: 1107.705566
	Iteration 37Q: 3 clusters Score -1.052838e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93970 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -10527811.000000 Penalty: 1107.705566
	Iteration 38Q: 3 clusters Score -1.052781e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -10527754.000000 Penalty: 1107.705566
	Iteration 39Q: 3 clusters Score -1.052775e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80456 members 
Mstep: Class 2 contains 112958 members 
Entering Unmasked Estep 
Score: -10528937.000000 Penalty: 1107.705566
	Iteration 40F: 3 clusters Score -1.052894e+07 nChanged 8847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 120081 members 
Entering Unmasked Estep 
Score: -10529899.000000 Penalty: 1107.705566
	Iteration 41Q: 3 clusters Score -1.05299e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 125747 members 
Entering Unmasked Estep 
Score: -10530565.000000 Penalty: 1107.705566
	Iteration 42Q: 3 clusters Score -1.053056e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 129620 members 
Entering Unmasked Estep 
Score: -10530870.000000 Penalty: 1107.705566
	Iteration 43Q: 3 clusters Score -1.053087e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 131922 members 
Entering Unmasked Estep 
Score: -10531174.000000 Penalty: 1107.705566
	Iteration 44Q: 3 clusters Score -1.053117e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 132813 members 
Entering Unmasked Estep 
Score: -10531126.000000 Penalty: 1107.705566
	Iteration 45Q: 3 clusters Score -1.053113e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 132444 members 
Entering Unmasked Estep 
Score: -10531033.000000 Penalty: 1107.705566
	Iteration 46Q: 3 clusters Score -1.053103e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 131141 members 
Entering Unmasked Estep 
Score: -10531031.000000 Penalty: 1107.705566
	Iteration 47Q: 3 clusters Score -1.053103e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 129286 members 
Entering Unmasked Estep 
Score: -10530998.000000 Penalty: 1107.705566
	Iteration 48Q: 3 clusters Score -1.0531e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66560 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -10531150.000000 Penalty: 1107.705566
	Iteration 49Q: 3 clusters Score -1.053115e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 124008 members 
Entering Unmasked Estep 
Score: -10531553.000000 Penalty: 1107.705566
	Iteration 50Q: 3 clusters Score -1.053155e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 120781 members 
Entering Unmasked Estep 
Score: -10532064.000000 Penalty: 1107.705566
	Iteration 51Q: 3 clusters Score -1.053206e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76028 members 
Mstep: Class 2 contains 117386 members 
Entering Unmasked Estep 
Score: -10532597.000000 Penalty: 1107.705566
	Iteration 52Q: 3 clusters Score -1.05326e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 113254 members 
Entering Unmasked Estep 
Score: -10533477.000000 Penalty: 1107.705566
	Iteration 53Q: 3 clusters Score -1.053348e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 108285 members 
Entering Unmasked Estep 
Score: -10534550.000000 Penalty: 1107.705566
	Iteration 54Q: 3 clusters Score -1.053455e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -10535551.000000 Penalty: 1107.705566
	Iteration 55Q: 3 clusters Score -1.053555e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97197 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -10536518.000000 Penalty: 1107.705566
	Iteration 56Q: 3 clusters Score -1.053652e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
Score: -10537063.000000 Penalty: 1107.705566
	Iteration 57Q: 3 clusters Score -1.053706e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109889 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -10537761.000000 Penalty: 1107.705566
	Iteration 58Q: 3 clusters Score -1.053776e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115168 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -10538061.000000 Penalty: 1107.705566
	Iteration 59Q: 3 clusters Score -1.053806e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119600 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -10538480.000000 Penalty: 1107.705566
	Iteration 60F: 3 clusters Score -1.053848e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123192 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -10538552.000000 Penalty: 1107.705566
	Iteration 61Q: 3 clusters Score -1.053855e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126543 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -10538311.000000 Penalty: 1107.705566
	Iteration 62Q: 3 clusters Score -1.053831e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129374 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -10538198.000000 Penalty: 1107.705566
	Iteration 63Q: 3 clusters Score -1.05382e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131737 members 
Mstep: Class 2 contains 61677 members 
Entering Unmasked Estep 
Score: -10537938.000000 Penalty: 1107.705566
	Iteration 64Q: 3 clusters Score -1.053794e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133651 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -10537688.000000 Penalty: 1107.705566
	Iteration 65Q: 3 clusters Score -1.053769e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135245 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -10537550.000000 Penalty: 1107.705566
	Iteration 66Q: 3 clusters Score -1.053755e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136561 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -10537303.000000 Penalty: 1107.705566
	Iteration 67Q: 3 clusters Score -1.05373e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137628 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -10537042.000000 Penalty: 1107.705566
	Iteration 68Q: 3 clusters Score -1.053704e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138550 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -10536864.000000 Penalty: 1107.705566
	Iteration 69Q: 3 clusters Score -1.053686e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139262 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -10536649.000000 Penalty: 1107.705566
	Iteration 70Q: 3 clusters Score -1.053665e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139845 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -10536341.000000 Penalty: 1107.705566
	Iteration 71Q: 3 clusters Score -1.053634e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140371 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -10536134.000000 Penalty: 1107.705566
	Iteration 72Q: 3 clusters Score -1.053613e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140827 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -10535980.000000 Penalty: 1107.705566
	Iteration 73Q: 3 clusters Score -1.053598e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -10535815.000000 Penalty: 1107.705566
	Iteration 74Q: 3 clusters Score -1.053582e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141550 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -10535745.000000 Penalty: 1107.705566
	Iteration 75Q: 3 clusters Score -1.053574e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141780 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -10535675.000000 Penalty: 1107.705566
	Iteration 76Q: 3 clusters Score -1.053568e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141966 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -10535555.000000 Penalty: 1107.705566
	Iteration 77Q: 3 clusters Score -1.053556e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142104 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -10535473.000000 Penalty: 1107.705566
	Iteration 78Q: 3 clusters Score -1.053547e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142208 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -10535411.000000 Penalty: 1107.705566
	Iteration 79Q: 3 clusters Score -1.053541e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142285 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -10535368.000000 Penalty: 1107.705566
	Iteration 80F: 3 clusters Score -1.053537e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142349 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -10535316.000000 Penalty: 1107.705566
	Iteration 81Q: 3 clusters Score -1.053532e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142390 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -10535258.000000 Penalty: 1107.705566
	Iteration 82Q: 3 clusters Score -1.053526e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142420 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -10535207.000000 Penalty: 1107.705566
	Iteration 83Q: 3 clusters Score -1.053521e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142396 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -10535152.000000 Penalty: 1107.705566
	Iteration 84Q: 3 clusters Score -1.053515e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142352 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -10535115.000000 Penalty: 1107.705566
	Iteration 85Q: 3 clusters Score -1.053512e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142276 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -10535093.000000 Penalty: 1107.705566
	Iteration 86Q: 3 clusters Score -1.053509e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142200 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -10535064.000000 Penalty: 1107.705566
	Iteration 87Q: 3 clusters Score -1.053506e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142112 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -10535017.000000 Penalty: 1107.705566
	Iteration 88Q: 3 clusters Score -1.053502e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141984 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -10535013.000000 Penalty: 1107.705566
	Iteration 89Q: 3 clusters Score -1.053501e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141837 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -10535025.000000 Penalty: 1107.705566
	Iteration 90Q: 3 clusters Score -1.053502e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141679 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -10535030.000000 Penalty: 1107.705566
	Iteration 91Q: 3 clusters Score -1.053503e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141511 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -10535029.000000 Penalty: 1107.705566
	Iteration 92Q: 3 clusters Score -1.053503e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141359 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -10534993.000000 Penalty: 1107.705566
	Iteration 93Q: 3 clusters Score -1.053499e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141164 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -10534986.000000 Penalty: 1107.705566
	Iteration 94Q: 3 clusters Score -1.053499e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140954 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -10534988.000000 Penalty: 1107.705566
	Iteration 95Q: 3 clusters Score -1.053499e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140719 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -10535018.000000 Penalty: 1107.705566
	Iteration 96Q: 3 clusters Score -1.053502e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140478 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -10535002.000000 Penalty: 1107.705566
	Iteration 97Q: 3 clusters Score -1.0535e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -10535003.000000 Penalty: 1107.705566
	Iteration 98Q: 3 clusters Score -1.0535e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139957 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -10534938.000000 Penalty: 1107.705566
	Iteration 99Q: 3 clusters Score -1.053494e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139705 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -10534947.000000 Penalty: 1107.705566
	Iteration 100F: 3 clusters Score -1.053495e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139424 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -10534954.000000 Penalty: 1107.705566
	Iteration 101Q: 3 clusters Score -1.053495e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139120 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -10534985.000000 Penalty: 1107.705566
	Iteration 102Q: 3 clusters Score -1.053498e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138780 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -10535016.000000 Penalty: 1107.705566
	Iteration 103Q: 3 clusters Score -1.053502e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138416 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -10535009.000000 Penalty: 1107.705566
	Iteration 104Q: 3 clusters Score -1.053501e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138040 members 
Mstep: Class 2 contains 55374 members 
Entering Unmasked Estep 
Score: -10535041.000000 Penalty: 1107.705566
	Iteration 105Q: 3 clusters Score -1.053504e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137633 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -10535097.000000 Penalty: 1107.705566
	Iteration 106Q: 3 clusters Score -1.05351e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137239 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -10535105.000000 Penalty: 1107.705566
	Iteration 107Q: 3 clusters Score -1.05351e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136828 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -10535159.000000 Penalty: 1107.705566
	Iteration 108Q: 3 clusters Score -1.053516e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136392 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -10535216.000000 Penalty: 1107.705566
	Iteration 109Q: 3 clusters Score -1.053522e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135936 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -10535259.000000 Penalty: 1107.705566
	Iteration 110Q: 3 clusters Score -1.053526e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135481 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -10535290.000000 Penalty: 1107.705566
	Iteration 111Q: 3 clusters Score -1.053529e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135020 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -10535380.000000 Penalty: 1107.705566
	Iteration 112Q: 3 clusters Score -1.053538e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134525 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -10535428.000000 Penalty: 1107.705566
	Iteration 113Q: 3 clusters Score -1.053543e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -10535510.000000 Penalty: 1107.705566
	Iteration 114Q: 3 clusters Score -1.053551e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133510 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -10535540.000000 Penalty: 1107.705566
	Iteration 115Q: 3 clusters Score -1.053554e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132996 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -10535649.000000 Penalty: 1107.705566
	Iteration 116Q: 3 clusters Score -1.053565e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132510 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -10535702.000000 Penalty: 1107.705566
	Iteration 117Q: 3 clusters Score -1.05357e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132003 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -10535782.000000 Penalty: 1107.705566
	Iteration 118Q: 3 clusters Score -1.053578e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131505 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -10535847.000000 Penalty: 1107.705566
	Iteration 119Q: 3 clusters Score -1.053585e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131012 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -10535983.000000 Penalty: 1107.705566
	Iteration 120F: 3 clusters Score -1.053598e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130556 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -10536097.000000 Penalty: 1107.705566
	Iteration 121Q: 3 clusters Score -1.05361e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130055 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -10536197.000000 Penalty: 1107.705566
	Iteration 122Q: 3 clusters Score -1.05362e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129578 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -10536301.000000 Penalty: 1107.705566
	Iteration 123Q: 3 clusters Score -1.05363e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129120 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -10536353.000000 Penalty: 1107.705566
	Iteration 124Q: 3 clusters Score -1.053635e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128652 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -10536509.000000 Penalty: 1107.705566
	Iteration 125Q: 3 clusters Score -1.053651e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128201 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -10536598.000000 Penalty: 1107.705566
	Iteration 126Q: 3 clusters Score -1.05366e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127764 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -10536662.000000 Penalty: 1107.705566
	Iteration 127Q: 3 clusters Score -1.053666e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127339 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -10536737.000000 Penalty: 1107.705566
	Iteration 128Q: 3 clusters Score -1.053674e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -10536808.000000 Penalty: 1107.705566
	Iteration 129Q: 3 clusters Score -1.053681e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126589 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
Score: -10536898.000000 Penalty: 1107.705566
	Iteration 130Q: 3 clusters Score -1.05369e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126275 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -10536990.000000 Penalty: 1107.705566
	Iteration 131Q: 3 clusters Score -1.053699e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125921 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -10537108.000000 Penalty: 1107.705566
	Iteration 132Q: 3 clusters Score -1.053711e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125574 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -10537151.000000 Penalty: 1107.705566
	Iteration 133Q: 3 clusters Score -1.053715e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125215 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -10537203.000000 Penalty: 1107.705566
	Iteration 134Q: 3 clusters Score -1.05372e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124869 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -10537292.000000 Penalty: 1107.705566
	Iteration 135Q: 3 clusters Score -1.053729e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124563 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -10537371.000000 Penalty: 1107.705566
	Iteration 136Q: 3 clusters Score -1.053737e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124273 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -10537384.000000 Penalty: 1107.705566
	Iteration 137Q: 3 clusters Score -1.053738e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123985 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -10537423.000000 Penalty: 1107.705566
	Iteration 138Q: 3 clusters Score -1.053742e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123709 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -10537472.000000 Penalty: 1107.705566
	Iteration 139Q: 3 clusters Score -1.053747e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -10537530.000000 Penalty: 1107.705566
	Iteration 140F: 3 clusters Score -1.053753e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123182 members 
Mstep: Class 2 contains 70232 members 
Entering Unmasked Estep 
Score: -10537603.000000 Penalty: 1107.705566
	Iteration 141Q: 3 clusters Score -1.05376e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122940 members 
Mstep: Class 2 contains 70474 members 
Entering Unmasked Estep 
Score: -10537665.000000 Penalty: 1107.705566
	Iteration 142Q: 3 clusters Score -1.053766e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122712 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -10537681.000000 Penalty: 1107.705566
	Iteration 143Q: 3 clusters Score -1.053768e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122485 members 
Mstep: Class 2 contains 70929 members 
Entering Unmasked Estep 
Score: -10537713.000000 Penalty: 1107.705566
	Iteration 144Q: 3 clusters Score -1.053771e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122232 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -10537736.000000 Penalty: 1107.705566
	Iteration 145Q: 3 clusters Score -1.053774e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122006 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -10537763.000000 Penalty: 1107.705566
	Iteration 146Q: 3 clusters Score -1.053776e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121786 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -10537743.000000 Penalty: 1107.705566
	Iteration 147Q: 3 clusters Score -1.053774e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121547 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -10537747.000000 Penalty: 1107.705566
	Iteration 148Q: 3 clusters Score -1.053775e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121329 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -10537769.000000 Penalty: 1107.705566
	Iteration 149Q: 3 clusters Score -1.053777e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121129 members 
Mstep: Class 2 contains 72285 members 
Entering Unmasked Estep 
Score: -10537805.000000 Penalty: 1107.705566
	Iteration 150Q: 3 clusters Score -1.05378e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120945 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -10537815.000000 Penalty: 1107.705566
	Iteration 151Q: 3 clusters Score -1.053782e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -10537836.000000 Penalty: 1107.705566
	Iteration 152Q: 3 clusters Score -1.053784e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120571 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -10537856.000000 Penalty: 1107.705566
	Iteration 153Q: 3 clusters Score -1.053786e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120350 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -10537909.000000 Penalty: 1107.705566
	Iteration 154Q: 3 clusters Score -1.053791e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -10537969.000000 Penalty: 1107.705566
	Iteration 155Q: 3 clusters Score -1.053797e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119891 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -10537997.000000 Penalty: 1107.705566
	Iteration 156Q: 3 clusters Score -1.0538e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119640 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -10538046.000000 Penalty: 1107.705566
	Iteration 157Q: 3 clusters Score -1.053805e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119377 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -10538122.000000 Penalty: 1107.705566
	Iteration 158Q: 3 clusters Score -1.053812e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119067 members 
Mstep: Class 2 contains 74347 members 
Entering Unmasked Estep 
Score: -10538196.000000 Penalty: 1107.705566
	Iteration 159Q: 3 clusters Score -1.05382e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118767 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -10538260.000000 Penalty: 1107.705566
	Iteration 160F: 3 clusters Score -1.053826e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118499 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -10538320.000000 Penalty: 1107.705566
	Iteration 161Q: 3 clusters Score -1.053832e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118230 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -10538418.000000 Penalty: 1107.705566
	Iteration 162Q: 3 clusters Score -1.053842e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117963 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -10538533.000000 Penalty: 1107.705566
	Iteration 163Q: 3 clusters Score -1.053853e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117714 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -10538611.000000 Penalty: 1107.705566
	Iteration 164Q: 3 clusters Score -1.053861e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117513 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -10538736.000000 Penalty: 1107.705566
	Iteration 165Q: 3 clusters Score -1.053874e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117340 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -10538834.000000 Penalty: 1107.705566
	Iteration 166Q: 3 clusters Score -1.053883e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -10538907.000000 Penalty: 1107.705566
	Iteration 167Q: 3 clusters Score -1.053891e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117093 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -10538992.000000 Penalty: 1107.705566
	Iteration 168Q: 3 clusters Score -1.053899e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117003 members 
Mstep: Class 2 contains 76411 members 
Entering Unmasked Estep 
Score: -10539104.000000 Penalty: 1107.705566
	Iteration 169Q: 3 clusters Score -1.05391e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116961 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -10539212.000000 Penalty: 1107.705566
	Iteration 170Q: 3 clusters Score -1.053921e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116948 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -10539262.000000 Penalty: 1107.705566
	Iteration 171Q: 3 clusters Score -1.053926e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -10539326.000000 Penalty: 1107.705566
	Iteration 172Q: 3 clusters Score -1.053933e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117032 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -10539332.000000 Penalty: 1107.705566
	Iteration 173Q: 3 clusters Score -1.053933e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117110 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -10539336.000000 Penalty: 1107.705566
	Iteration 174Q: 3 clusters Score -1.053934e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117195 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -10539377.000000 Penalty: 1107.705566
	Iteration 175Q: 3 clusters Score -1.053938e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -10539377.000000 Penalty: 1107.705566
	Iteration 176Q: 3 clusters Score -1.053938e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -10539368.000000 Penalty: 1107.705566
	Iteration 177Q: 3 clusters Score -1.053937e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117465 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -10539386.000000 Penalty: 1107.705566
	Iteration 178Q: 3 clusters Score -1.053939e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117551 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -10539395.000000 Penalty: 1107.705566
	Iteration 179Q: 3 clusters Score -1.05394e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117635 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -10539381.000000 Penalty: 1107.705566
	Iteration 180F: 3 clusters Score -1.053938e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117739 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -10539366.000000 Penalty: 1107.705566
	Iteration 181Q: 3 clusters Score -1.053937e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117828 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -10539340.000000 Penalty: 1107.705566
	Iteration 182Q: 3 clusters Score -1.053934e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117916 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -10539301.000000 Penalty: 1107.705566
	Iteration 183Q: 3 clusters Score -1.05393e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117988 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -10539293.000000 Penalty: 1107.705566
	Iteration 184Q: 3 clusters Score -1.053929e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118055 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -10539300.000000 Penalty: 1107.705566
	Iteration 185Q: 3 clusters Score -1.05393e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118122 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -10539286.000000 Penalty: 1107.705566
	Iteration 186Q: 3 clusters Score -1.053929e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118162 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -10539272.000000 Penalty: 1107.705566
	Iteration 187Q: 3 clusters Score -1.053927e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118183 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -10539254.000000 Penalty: 1107.705566
	Iteration 188Q: 3 clusters Score -1.053925e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118199 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -10539227.000000 Penalty: 1107.705566
	Iteration 189Q: 3 clusters Score -1.053923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118209 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -10539219.000000 Penalty: 1107.705566
	Iteration 190Q: 3 clusters Score -1.053922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118208 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -10539221.000000 Penalty: 1107.705566
	Iteration 191Q: 3 clusters Score -1.053922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118203 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -10539212.000000 Penalty: 1107.705566
	Iteration 192Q: 3 clusters Score -1.053921e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118194 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -10539200.000000 Penalty: 1107.705566
	Iteration 193Q: 3 clusters Score -1.05392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118196 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -10539197.000000 Penalty: 1107.705566
	Iteration 194Q: 3 clusters Score -1.05392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118197 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -10539188.000000 Penalty: 1107.705566
	Iteration 195Q: 3 clusters Score -1.053919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118193 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -10539191.000000 Penalty: 1107.705566
	Iteration 196Q: 3 clusters Score -1.053919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118188 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -10539183.000000 Penalty: 1107.705566
	Iteration 197Q: 3 clusters Score -1.053918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118181 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -10539184.000000 Penalty: 1107.705566
	Iteration 198Q: 3 clusters Score -1.053918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118175 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -10539173.000000 Penalty: 1107.705566
	Iteration 199Q: 3 clusters Score -1.053917e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118172 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -10539168.000000 Penalty: 1107.705566
	Iteration 200F: 3 clusters Score -1.053917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118165 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -10539169.000000 Penalty: 1107.705566
	Iteration 201Q: 3 clusters Score -1.053917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118155 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -10539169.000000 Penalty: 1107.705566
	Iteration 202Q: 3 clusters Score -1.053917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -10539170.000000 Penalty: 1107.705566
	Iteration 203Q: 3 clusters Score -1.053917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -10539164.000000 Penalty: 1107.705566
	Iteration 204Q: 3 clusters Score -1.053916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118145 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -10539167.000000 Penalty: 1107.705566
	Iteration 205Q: 3 clusters Score -1.053917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118142 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -10539171.000000 Penalty: 1107.705566
	Iteration 206Q: 3 clusters Score -1.053917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118137 members 
Mstep: Class 2 contains 75277 members 
Entering Unmasked Estep 
Score: -10539173.000000 Penalty: 1107.705566
	Iteration 207Q: 3 clusters Score -1.053917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118132 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -10539170.000000 Penalty: 1107.705566
	Iteration 208Q: 3 clusters Score -1.053917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118127 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -10539171.000000 Penalty: 1107.705566
	Iteration 209Q: 3 clusters Score -1.053917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118124 members 
Mstep: Class 2 contains 75290 members 
Entering Unmasked Estep 
Score: -10539168.000000 Penalty: 1107.705566
	Iteration 210Q: 3 clusters Score -1.053917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -10539168.000000 Penalty: 1107.705566
	Iteration 211Q: 3 clusters Score -1.053917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -10539175.000000 Penalty: 1107.705566
	Iteration 212Q: 3 clusters Score -1.053918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118114 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -10539167.000000 Penalty: 1107.705566
	Iteration 213Q: 3 clusters Score -1.053917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118112 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -10539167.000000 Penalty: 1107.705566
	Iteration 214Q: 3 clusters Score -1.053917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -10539162.000000 Penalty: 1107.705566
	Iteration 215Q: 3 clusters Score -1.053916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -10539169.000000 Penalty: 1107.705566
	Iteration 216Q: 3 clusters Score -1.053917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118101 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -10539163.000000 Penalty: 1107.705566
	Iteration 217Q: 3 clusters Score -1.053916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -10539165.000000 Penalty: 1107.705566
	Iteration 218Q: 3 clusters Score -1.053916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -10539164.000000 Penalty: 1107.705566
	Iteration 219Q: 3 clusters Score -1.053916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118098 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -10539158.000000 Penalty: 1107.705566
	Iteration 220F: 3 clusters Score -1.053916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118096 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -10539163.000000 Penalty: 1107.705566
	Iteration 221Q: 3 clusters Score -1.053916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118096 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -10539165.000000 Penalty: 1107.705566
	Iteration 222Q: 3 clusters Score -1.053916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118095 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -10539161.000000 Penalty: 1107.705566
	Iteration 223Q: 3 clusters Score -1.053916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118095 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -10539164.000000 Penalty: 1107.705566
	Iteration 224Q: 3 clusters Score -1.053916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -10539167.000000 Penalty: 1107.705566
	Iteration 225Q: 3 clusters Score -1.053917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118093 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -10539165.000000 Penalty: 1107.705566
	Iteration 226Q: 3 clusters Score -1.053916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118089 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -10539157.000000 Penalty: 1107.705566
	Iteration 227Q: 3 clusters Score -1.053916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118089 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -10539157.000000 Penalty: 1107.705566
	Iteration 228F: 3 clusters Score -1.053916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 118089 members 
Mstep: Class 3 contains 138859 members 
Mstep: Class 4 contains 331466 members 
Mstep: Class 5 contains 61869 members 
Mstep: Class 6 contains 39540 members 
Mstep: Class 7 contains 95048 members 
Mstep: Class 8 contains 107828 members 
Mstep: Class 9 contains 75325 members 
Mstep: Class 10 contains 40715 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 196566 members 
Mstep: Class 14 contains 108678 members 
Mstep: Class 15 contains 155749 members 
Mstep: Class 16 contains 189212 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 2650 members 
Entering Unmasked Estep 
Score: -87004536.000000 Penalty: 11763.950195
Splitting cluster 2 changes total score from -86990464.000000 to -87004536.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (138859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138859 members 
Entering Unmasked Estep 
Score: -7246902.500000 Penalty: 538.775269
	Iteration 0F: 2 clusters Score -7246902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -7153424.000000 Penalty: 1077.550537
	Iteration 0F: 3 clusters Score -7153424 nChanged 67917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 66180 members 
Entering Unmasked Estep 
Score: -7195422.000000 Penalty: 1077.550537
	Iteration 1F: 3 clusters Score -7195422 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -7198569.500000 Penalty: 1077.550537
	Iteration 2Q: 3 clusters Score -7198570 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -7203233.000000 Penalty: 1077.550537
	Iteration 3F: 3 clusters Score -7203233 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -7208995.500000 Penalty: 1077.550537
	Iteration 4F: 3 clusters Score -7208996 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -7215853.000000 Penalty: 1077.550537
	Iteration 5F: 3 clusters Score -7215853 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -7223473.500000 Penalty: 1077.550537
	Iteration 6F: 3 clusters Score -7223474 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -7229898.500000 Penalty: 1077.550537
	Iteration 7F: 3 clusters Score -7229898 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -7233577.500000 Penalty: 1077.550537
	Iteration 8Q: 3 clusters Score -7233578 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -7235379.500000 Penalty: 1077.550537
	Iteration 9Q: 3 clusters Score -7235380 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -7236388.000000 Penalty: 1077.550537
	Iteration 10Q: 3 clusters Score -7236388 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
Score: -7236980.000000 Penalty: 1077.550537
	Iteration 11Q: 3 clusters Score -7236980 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 69713 members 
Entering Unmasked Estep 
Score: -7237473.500000 Penalty: 1077.550537
	Iteration 12Q: 3 clusters Score -7237474 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 70271 members 
Entering Unmasked Estep 
Score: -7237876.500000 Penalty: 1077.550537
	Iteration 13Q: 3 clusters Score -7237876 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -7238207.500000 Penalty: 1077.550537
	Iteration 14Q: 3 clusters Score -7238208 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67538 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -7238583.500000 Penalty: 1077.550537
	Iteration 15Q: 3 clusters Score -7238584 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 71880 members 
Entering Unmasked Estep 
Score: -7238932.000000 Penalty: 1077.550537
	Iteration 16Q: 3 clusters Score -7238932 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -7239164.000000 Penalty: 1077.550537
	Iteration 17Q: 3 clusters Score -7239164 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -7239377.000000 Penalty: 1077.550537
	Iteration 18Q: 3 clusters Score -7239377 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -7239550.000000 Penalty: 1077.550537
	Iteration 19Q: 3 clusters Score -7239550 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64635 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -7239701.500000 Penalty: 1077.550537
	Iteration 20F: 3 clusters Score -7239702 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -7239835.000000 Penalty: 1077.550537
	Iteration 21Q: 3 clusters Score -7239835 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 75393 members 
Entering Unmasked Estep 
Score: -7239930.500000 Penalty: 1077.550537
	Iteration 22Q: 3 clusters Score -7239930 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -7240099.500000 Penalty: 1077.550537
	Iteration 23Q: 3 clusters Score -7240100 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -7240213.000000 Penalty: 1077.550537
	Iteration 24Q: 3 clusters Score -7240213 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 77386 members 
Entering Unmasked Estep 
Score: -7240354.000000 Penalty: 1077.550537
	Iteration 25Q: 3 clusters Score -7240354 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -7240411.000000 Penalty: 1077.550537
	Iteration 26Q: 3 clusters Score -7240411 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -7240457.000000 Penalty: 1077.550537
	Iteration 27Q: 3 clusters Score -7240457 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59705 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -7240516.500000 Penalty: 1077.550537
	Iteration 28Q: 3 clusters Score -7240516 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 79701 members 
Entering Unmasked Estep 
Score: -7240594.000000 Penalty: 1077.550537
	Iteration 29Q: 3 clusters Score -7240594 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -7240657.000000 Penalty: 1077.550537
	Iteration 30Q: 3 clusters Score -7240657 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -7240709.000000 Penalty: 1077.550537
	Iteration 31Q: 3 clusters Score -7240709 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -7240792.000000 Penalty: 1077.550537
	Iteration 32Q: 3 clusters Score -7240792 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 81870 members 
Entering Unmasked Estep 
Score: -7240897.000000 Penalty: 1077.550537
	Iteration 33Q: 3 clusters Score -7240897 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -7240978.500000 Penalty: 1077.550537
	Iteration 34Q: 3 clusters Score -7240978 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -7241032.500000 Penalty: 1077.550537
	Iteration 35Q: 3 clusters Score -7241032 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -7241103.000000 Penalty: 1077.550537
	Iteration 36Q: 3 clusters Score -7241103 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -7241173.500000 Penalty: 1077.550537
	Iteration 37Q: 3 clusters Score -7241174 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -7241225.500000 Penalty: 1077.550537
	Iteration 38Q: 3 clusters Score -7241226 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 85486 members 
Entering Unmasked Estep 
Score: -7241276.000000 Penalty: 1077.550537
	Iteration 39Q: 3 clusters Score -7241276 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -7241350.500000 Penalty: 1077.550537
	Iteration 40F: 3 clusters Score -7241350 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -7241441.000000 Penalty: 1077.550537
	Iteration 41Q: 3 clusters Score -7241441 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -7241492.000000 Penalty: 1077.550537
	Iteration 42Q: 3 clusters Score -7241492 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -7241543.000000 Penalty: 1077.550537
	Iteration 43Q: 3 clusters Score -7241543 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -7241651.000000 Penalty: 1077.550537
	Iteration 44Q: 3 clusters Score -7241651 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -7241735.000000 Penalty: 1077.550537
	Iteration 45Q: 3 clusters Score -7241735 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -7241812.500000 Penalty: 1077.550537
	Iteration 46Q: 3 clusters Score -7241812 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 90464 members 
Entering Unmasked Estep 
Score: -7241907.000000 Penalty: 1077.550537
	Iteration 47Q: 3 clusters Score -7241907 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -7241990.000000 Penalty: 1077.550537
	Iteration 48Q: 3 clusters Score -7241990 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 91754 members 
Entering Unmasked Estep 
Score: -7242044.500000 Penalty: 1077.550537
	Iteration 49Q: 3 clusters Score -7242044 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 92468 members 
Entering Unmasked Estep 
Score: -7242165.500000 Penalty: 1077.550537
	Iteration 50Q: 3 clusters Score -7242166 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -7242317.000000 Penalty: 1077.550537
	Iteration 51Q: 3 clusters Score -7242317 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 94023 members 
Entering Unmasked Estep 
Score: -7242384.000000 Penalty: 1077.550537
	Iteration 52Q: 3 clusters Score -7242384 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
Score: -7242497.000000 Penalty: 1077.550537
	Iteration 53Q: 3 clusters Score -7242497 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -7242606.000000 Penalty: 1077.550537
	Iteration 54Q: 3 clusters Score -7242606 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 96537 members 
Entering Unmasked Estep 
Score: -7242750.000000 Penalty: 1077.550537
	Iteration 55Q: 3 clusters Score -7242750 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -7242887.500000 Penalty: 1077.550537
	Iteration 56Q: 3 clusters Score -7242888 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 98204 members 
Entering Unmasked Estep 
Score: -7243078.000000 Penalty: 1077.550537
	Iteration 57Q: 3 clusters Score -7243078 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -7243217.000000 Penalty: 1077.550537
	Iteration 58Q: 3 clusters Score -7243217 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 99941 members 
Entering Unmasked Estep 
Score: -7243349.000000 Penalty: 1077.550537
	Iteration 59Q: 3 clusters Score -7243349 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 100835 members 
Entering Unmasked Estep 
Score: -7243457.500000 Penalty: 1077.550537
	Iteration 60F: 3 clusters Score -7243458 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 101708 members 
Entering Unmasked Estep 
Score: -7243582.000000 Penalty: 1077.550537
	Iteration 61Q: 3 clusters Score -7243582 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 102643 members 
Entering Unmasked Estep 
Score: -7243737.000000 Penalty: 1077.550537
	Iteration 62Q: 3 clusters Score -7243737 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 103589 members 
Entering Unmasked Estep 
Score: -7243891.000000 Penalty: 1077.550537
	Iteration 63Q: 3 clusters Score -7243891 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 104535 members 
Entering Unmasked Estep 
Score: -7244004.000000 Penalty: 1077.550537
	Iteration 64Q: 3 clusters Score -7244004 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 105479 members 
Entering Unmasked Estep 
Score: -7244135.500000 Penalty: 1077.550537
	Iteration 65Q: 3 clusters Score -7244136 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -7244284.500000 Penalty: 1077.550537
	Iteration 66Q: 3 clusters Score -7244284 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -7244409.000000 Penalty: 1077.550537
	Iteration 67Q: 3 clusters Score -7244409 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 108226 members 
Entering Unmasked Estep 
Score: -7244575.500000 Penalty: 1077.550537
	Iteration 68Q: 3 clusters Score -7244576 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -7244727.000000 Penalty: 1077.550537
	Iteration 69Q: 3 clusters Score -7244727 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 109977 members 
Entering Unmasked Estep 
Score: -7244862.500000 Penalty: 1077.550537
	Iteration 70Q: 3 clusters Score -7244862 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -7244961.000000 Penalty: 1077.550537
	Iteration 71Q: 3 clusters Score -7244961 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 111587 members 
Entering Unmasked Estep 
Score: -7245046.000000 Penalty: 1077.550537
	Iteration 72Q: 3 clusters Score -7245046 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 112333 members 
Entering Unmasked Estep 
Score: -7245126.500000 Penalty: 1077.550537
	Iteration 73Q: 3 clusters Score -7245126 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 113078 members 
Entering Unmasked Estep 
Score: -7245217.000000 Penalty: 1077.550537
	Iteration 74Q: 3 clusters Score -7245217 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -7245309.000000 Penalty: 1077.550537
	Iteration 75Q: 3 clusters Score -7245309 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 114442 members 
Entering Unmasked Estep 
Score: -7245372.500000 Penalty: 1077.550537
	Iteration 76Q: 3 clusters Score -7245372 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -7245419.500000 Penalty: 1077.550537
	Iteration 77Q: 3 clusters Score -7245420 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 115653 members 
Entering Unmasked Estep 
Score: -7245479.000000 Penalty: 1077.550537
	Iteration 78Q: 3 clusters Score -7245479 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 116181 members 
Entering Unmasked Estep 
Score: -7245508.500000 Penalty: 1077.550537
	Iteration 79Q: 3 clusters Score -7245508 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -7245546.500000 Penalty: 1077.550537
	Iteration 80F: 3 clusters Score -7245546 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 117143 members 
Entering Unmasked Estep 
Score: -7245558.000000 Penalty: 1077.550537
	Iteration 81Q: 3 clusters Score -7245558 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 117599 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7245590 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 118072 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7245627 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 118545 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7245644 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 119023 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7245690 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 119506 members 
Entering Unmasked Estep 
Score: -7245730.500000 Penalty: 1077.550537
	Iteration 86Q: 3 clusters Score -7245730 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7245752 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7245818 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 120934 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7245830 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 121340 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7245860 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 121727 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7245867 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 122132 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7245860 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 122496 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7245850 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 122820 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7245904 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 123111 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7245929 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 123394 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7245960 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 123673 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7245964 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 123968 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7246009 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 124257 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7246034 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 124516 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7246042 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 124782 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7246086 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 125056 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7246093 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 125315 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7246132 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 125562 members 
Entering Unmasked Estep 
Score: -7246119.000000 Penalty: 1077.550537
	Iteration 104Q: 3 clusters Score -7246119 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 125815 members 
Entering Unmasked Estep 
Score: -7246140.000000 Penalty: 1077.550537
	Iteration 105Q: 3 clusters Score -7246140 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 126065 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7246166 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 126317 members 
Entering Unmasked Estep 
Score: -7246159.000000 Penalty: 1077.550537
	Iteration 107Q: 3 clusters Score -7246159 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 126559 members 
Entering Unmasked Estep 
Score: -7246146.000000 Penalty: 1077.550537
	Iteration 108Q: 3 clusters Score -7246146 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 126801 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7246166 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 127053 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7246130 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 127319 members 
Entering Unmasked Estep 
Score: -7246138.000000 Penalty: 1077.550537
	Iteration 111Q: 3 clusters Score -7246138 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 127595 members 
Entering Unmasked Estep 
Score: -7246161.000000 Penalty: 1077.550537
	Iteration 112Q: 3 clusters Score -7246161 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 127855 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7246169 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 128088 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7246201 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 128318 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7246234 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 128535 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7246247 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 128722 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7246260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 128891 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7246262 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 129045 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7246270 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 129177 members 
Entering Unmasked Estep 
Score: -7246267.500000 Penalty: 1077.550537
	Iteration 120F: 3 clusters Score -7246268 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 129328 members 
Entering Unmasked Estep 
Score: -7246285.000000 Penalty: 1077.550537
	Iteration 121Q: 3 clusters Score -7246285 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 129479 members 
Entering Unmasked Estep 
Score: -7246275.500000 Penalty: 1077.550537
	Iteration 122Q: 3 clusters Score -7246276 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 129635 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7246264 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 129792 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7246264 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 129958 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7246263 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 130144 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7246276 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 130334 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7246311 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 130531 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7246318 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -7246303.500000 Penalty: 1077.550537
	Iteration 129Q: 3 clusters Score -7246304 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 130934 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7246322 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 131124 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7246324 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 131303 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7246338 nChanged 200
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Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 131503 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7246330 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 131678 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7246361 nChanged 178
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Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 131856 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7246396 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 132032 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7246400 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 132207 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7246433 nChanged 158
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Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 132365 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7246448 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 132491 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7246464 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 132620 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7246464 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 132745 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7246458 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 132892 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7246468 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 133048 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7246470 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 133209 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7246484 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 133364 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7246494 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 133521 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7246500 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7246515 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 133827 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7246538 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 133986 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7246544 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 134149 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7246555 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 134299 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7246571 nChanged 129
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Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 134428 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7246572 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 134563 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7246579 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 134674 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7246596 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 134772 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7246618 nChanged 101
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Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 134873 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7246655 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 134967 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7246662 nChanged 84
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Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 135051 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7246661 nChanged 82
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Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 135131 members 
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	Iteration 159Q: 3 clusters Score -7246673 nChanged 97
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Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 135226 members 
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	Iteration 160F: 3 clusters Score -7246679 nChanged 92
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Mstep: Class 1 contains 3541 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7246680 nChanged 101
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Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 135415 members 
Entering Unmasked Estep 
Score: -7246716.000000 Penalty: 1077.550537
	Iteration 162Q: 3 clusters Score -7246716 nChanged 96
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Mstep: Class 1 contains 3350 members 
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Entering Unmasked Estep 
Score: -7246731.000000 Penalty: 1077.550537
	Iteration 163Q: 3 clusters Score -7246731 nChanged 88
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Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 135593 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -7246744 nChanged 73
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Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 135658 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7246750 nChanged 66
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Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 135722 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7246758 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 135768 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7246766 nChanged 42
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Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 135810 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7246773 nChanged 52
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Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 135860 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7246776 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7246779 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 135942 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -7246778 nChanged 40
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Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 135978 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7246796 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 136021 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7246794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 136057 members 
Entering Unmasked Estep 
Score: -7246783.000000 Penalty: 1077.550537
	Iteration 174Q: 3 clusters Score -7246783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 136082 members 
Entering Unmasked Estep 
Score: -7246790.000000 Penalty: 1077.550537
	Iteration 175Q: 3 clusters Score -7246790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 136111 members 
Entering Unmasked Estep 
Score: -7246782.000000 Penalty: 1077.550537
	Iteration 176Q: 3 clusters Score -7246782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 136130 members 
Entering Unmasked Estep 
Score: -7246772.000000 Penalty: 1077.550537
	Iteration 177Q: 3 clusters Score -7246772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 136156 members 
Entering Unmasked Estep 
Score: -7246781.500000 Penalty: 1077.550537
	Iteration 178Q: 3 clusters Score -7246782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 136174 members 
Entering Unmasked Estep 
Score: -7246787.500000 Penalty: 1077.550537
	Iteration 179Q: 3 clusters Score -7246788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 136196 members 
Entering Unmasked Estep 
Score: -7246786.500000 Penalty: 1077.550537
	Iteration 180F: 3 clusters Score -7246786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 136217 members 
Entering Unmasked Estep 
Score: -7246783.000000 Penalty: 1077.550537
	Iteration 181Q: 3 clusters Score -7246783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 136234 members 
Entering Unmasked Estep 
Score: -7246783.000000 Penalty: 1077.550537
	Iteration 182Q: 3 clusters Score -7246783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 136258 members 
Entering Unmasked Estep 
Score: -7246774.000000 Penalty: 1077.550537
	Iteration 183Q: 3 clusters Score -7246774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 136292 members 
Entering Unmasked Estep 
Score: -7246781.500000 Penalty: 1077.550537
	Iteration 184Q: 3 clusters Score -7246782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 136323 members 
Entering Unmasked Estep 
Score: -7246777.000000 Penalty: 1077.550537
	Iteration 185Q: 3 clusters Score -7246777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 136339 members 
Entering Unmasked Estep 
Score: -7246787.000000 Penalty: 1077.550537
	Iteration 186Q: 3 clusters Score -7246787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 136352 members 
Entering Unmasked Estep 
Score: -7246786.500000 Penalty: 1077.550537
	Iteration 187Q: 3 clusters Score -7246786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 136366 members 
Entering Unmasked Estep 
Score: -7246789.500000 Penalty: 1077.550537
	Iteration 188Q: 3 clusters Score -7246790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 136378 members 
Entering Unmasked Estep 
Score: -7246788.000000 Penalty: 1077.550537
	Iteration 189Q: 3 clusters Score -7246788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 136390 members 
Entering Unmasked Estep 
Score: -7246787.500000 Penalty: 1077.550537
	Iteration 190Q: 3 clusters Score -7246788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 136404 members 
Entering Unmasked Estep 
Score: -7246794.500000 Penalty: 1077.550537
	Iteration 191Q: 3 clusters Score -7246794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 136422 members 
Entering Unmasked Estep 
Score: -7246788.500000 Penalty: 1077.550537
	Iteration 192Q: 3 clusters Score -7246788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 136442 members 
Entering Unmasked Estep 
Score: -7246791.500000 Penalty: 1077.550537
	Iteration 193Q: 3 clusters Score -7246792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -7246793.500000 Penalty: 1077.550537
	Iteration 194Q: 3 clusters Score -7246794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 136479 members 
Entering Unmasked Estep 
Score: -7246790.000000 Penalty: 1077.550537
	Iteration 195Q: 3 clusters Score -7246790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 136495 members 
Entering Unmasked Estep 
Score: -7246795.500000 Penalty: 1077.550537
	Iteration 196Q: 3 clusters Score -7246796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 136509 members 
Entering Unmasked Estep 
Score: -7246797.000000 Penalty: 1077.550537
	Iteration 197Q: 3 clusters Score -7246797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 136523 members 
Entering Unmasked Estep 
Score: -7246799.000000 Penalty: 1077.550537
	Iteration 198Q: 3 clusters Score -7246799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 136533 members 
Entering Unmasked Estep 
Score: -7246799.500000 Penalty: 1077.550537
	Iteration 199Q: 3 clusters Score -7246800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 136543 members 
Entering Unmasked Estep 
Score: -7246799.500000 Penalty: 1077.550537
	Iteration 200F: 3 clusters Score -7246800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 136551 members 
Entering Unmasked Estep 
Score: -7246801.000000 Penalty: 1077.550537
	Iteration 201Q: 3 clusters Score -7246801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 136557 members 
Entering Unmasked Estep 
Score: -7246806.000000 Penalty: 1077.550537
	Iteration 202Q: 3 clusters Score -7246806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 136560 members 
Entering Unmasked Estep 
Score: -7246805.500000 Penalty: 1077.550537
	Iteration 203Q: 3 clusters Score -7246806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 136561 members 
Entering Unmasked Estep 
Score: -7246805.000000 Penalty: 1077.550537
	Iteration 204Q: 3 clusters Score -7246805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 136563 members 
Entering Unmasked Estep 
Score: -7246806.500000 Penalty: 1077.550537
	Iteration 205Q: 3 clusters Score -7246806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 136568 members 
Entering Unmasked Estep 
Score: -7246807.000000 Penalty: 1077.550537
	Iteration 206Q: 3 clusters Score -7246807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 136574 members 
Entering Unmasked Estep 
Score: -7246813.500000 Penalty: 1077.550537
	Iteration 207Q: 3 clusters Score -7246814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 136583 members 
Entering Unmasked Estep 
Score: -7246815.000000 Penalty: 1077.550537
	Iteration 208Q: 3 clusters Score -7246815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 136588 members 
Entering Unmasked Estep 
Score: -7246814.000000 Penalty: 1077.550537
	Iteration 209Q: 3 clusters Score -7246814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 136593 members 
Entering Unmasked Estep 
Score: -7246819.000000 Penalty: 1077.550537
	Iteration 210Q: 3 clusters Score -7246819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 136598 members 
Entering Unmasked Estep 
Score: -7246821.000000 Penalty: 1077.550537
	Iteration 211Q: 3 clusters Score -7246821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 136601 members 
Entering Unmasked Estep 
Score: -7246822.000000 Penalty: 1077.550537
	Iteration 212Q: 3 clusters Score -7246822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 136602 members 
Entering Unmasked Estep 
Score: -7246823.500000 Penalty: 1077.550537
	Iteration 213Q: 3 clusters Score -7246824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 136604 members 
Entering Unmasked Estep 
Score: -7246821.000000 Penalty: 1077.550537
	Iteration 214Q: 3 clusters Score -7246821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 136607 members 
Entering Unmasked Estep 
Score: -7246818.000000 Penalty: 1077.550537
	Iteration 215Q: 3 clusters Score -7246818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 136608 members 
Entering Unmasked Estep 
Score: -7246818.500000 Penalty: 1077.550537
	Iteration 216Q: 3 clusters Score -7246818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 136609 members 
Entering Unmasked Estep 
Score: -7246822.000000 Penalty: 1077.550537
	Iteration 217Q: 3 clusters Score -7246822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 136609 members 
Entering Unmasked Estep 
Score: -7246822.000000 Penalty: 1077.550537
	Iteration 218F: 3 clusters Score -7246822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (331466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331466 members 
Entering Unmasked Estep 
Score: -16965344.000000 Penalty: 578.363281
	Iteration 0F: 2 clusters Score -1.696534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165940 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -16871144.000000 Penalty: 1156.726562
	Iteration 0F: 3 clusters Score -1.687114e+07 nChanged 163662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176428 members 
Mstep: Class 2 contains 155038 members 
Entering Unmasked Estep 
Score: -16972538.000000 Penalty: 1156.726562
	Iteration 1F: 3 clusters Score -1.697254e+07 nChanged 25059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179103 members 
Mstep: Class 2 contains 152363 members 
Entering Unmasked Estep 
Score: -16981818.000000 Penalty: 1156.726562
	Iteration 2F: 3 clusters Score -1.698182e+07 nChanged 29485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178118 members 
Mstep: Class 2 contains 153348 members 
Entering Unmasked Estep 
Score: -16999494.000000 Penalty: 1156.726562
	Iteration 3F: 3 clusters Score -1.699949e+07 nChanged 32177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171609 members 
Mstep: Class 2 contains 159857 members 
Entering Unmasked Estep 
Score: -17025722.000000 Penalty: 1156.726562
	Iteration 4F: 3 clusters Score -1.702572e+07 nChanged 28758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162129 members 
Mstep: Class 2 contains 169337 members 
Entering Unmasked Estep 
Score: -17048174.000000 Penalty: 1156.726562
	Iteration 5F: 3 clusters Score -1.704817e+07 nChanged 17748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 177281 members 
Entering Unmasked Estep 
Score: -17055102.000000 Penalty: 1156.726562
	Iteration 6F: 3 clusters Score -1.70551e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148430 members 
Mstep: Class 2 contains 183036 members 
Entering Unmasked Estep 
Score: -17054798.000000 Penalty: 1156.726562
	Iteration 7Q: 3 clusters Score -1.70548e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143368 members 
Mstep: Class 2 contains 188098 members 
Entering Unmasked Estep 
Score: -17054102.000000 Penalty: 1156.726562
	Iteration 8Q: 3 clusters Score -1.70541e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137820 members 
Mstep: Class 2 contains 193646 members 
Entering Unmasked Estep 
Score: -17053374.000000 Penalty: 1156.726562
	Iteration 9Q: 3 clusters Score -1.705337e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130096 members 
Mstep: Class 2 contains 201370 members 
Entering Unmasked Estep 
Score: -17051494.000000 Penalty: 1156.726562
	Iteration 10Q: 3 clusters Score -1.705149e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119339 members 
Mstep: Class 2 contains 212127 members 
Entering Unmasked Estep 
Score: -17047660.000000 Penalty: 1156.726562
	Iteration 11Q: 3 clusters Score -1.704766e+07 nChanged 14202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 226257 members 
Entering Unmasked Estep 
Score: -17041404.000000 Penalty: 1156.726562
	Iteration 12Q: 3 clusters Score -1.70414e+07 nChanged 17186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 243421 members 
Entering Unmasked Estep 
Score: -17031970.000000 Penalty: 1156.726562
	Iteration 13F: 3 clusters Score -1.703197e+07 nChanged 18007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70080 members 
Mstep: Class 2 contains 261386 members 
Entering Unmasked Estep 
Score: -17021880.000000 Penalty: 1156.726562
	Iteration 14F: 3 clusters Score -1.702188e+07 nChanged 16889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 278201 members 
Entering Unmasked Estep 
Score: -17013342.000000 Penalty: 1156.726562
	Iteration 15F: 3 clusters Score -1.701334e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 291851 members 
Entering Unmasked Estep 
Score: -17006740.000000 Penalty: 1156.726562
	Iteration 16Q: 3 clusters Score -1.700674e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 301541 members 
Entering Unmasked Estep 
Score: -16998796.000000 Penalty: 1156.726562
	Iteration 17Q: 3 clusters Score -1.69988e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 308272 members 
Entering Unmasked Estep 
Score: -16991426.000000 Penalty: 1156.726562
	Iteration 18Q: 3 clusters Score -1.699143e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 312733 members 
Entering Unmasked Estep 
Score: -16986596.000000 Penalty: 1156.726562
	Iteration 19Q: 3 clusters Score -1.69866e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 315710 members 
Entering Unmasked Estep 
Score: -16983668.000000 Penalty: 1156.726562
	Iteration 20F: 3 clusters Score -1.698367e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 317788 members 
Entering Unmasked Estep 
Score: -16981594.000000 Penalty: 1156.726562
	Iteration 21Q: 3 clusters Score -1.698159e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 319274 members 
Entering Unmasked Estep 
Score: -16980154.000000 Penalty: 1156.726562
	Iteration 22Q: 3 clusters Score -1.698015e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 320345 members 
Entering Unmasked Estep 
Score: -16978994.000000 Penalty: 1156.726562
	Iteration 23Q: 3 clusters Score -1.697899e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 321172 members 
Entering Unmasked Estep 
Score: -16978140.000000 Penalty: 1156.726562
	Iteration 24Q: 3 clusters Score -1.697814e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 321798 members 
Entering Unmasked Estep 
Score: -16977418.000000 Penalty: 1156.726562
	Iteration 25Q: 3 clusters Score -1.697742e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 322330 members 
Entering Unmasked Estep 
Score: -16976904.000000 Penalty: 1156.726562
	Iteration 26Q: 3 clusters Score -1.69769e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 322695 members 
Entering Unmasked Estep 
Score: -16976498.000000 Penalty: 1156.726562
	Iteration 27Q: 3 clusters Score -1.69765e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 323005 members 
Entering Unmasked Estep 
Score: -16976120.000000 Penalty: 1156.726562
	Iteration 28Q: 3 clusters Score -1.697612e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 323239 members 
Entering Unmasked Estep 
Score: -16975898.000000 Penalty: 1156.726562
	Iteration 29Q: 3 clusters Score -1.69759e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 323411 members 
Entering Unmasked Estep 
Score: -16975746.000000 Penalty: 1156.726562
	Iteration 30Q: 3 clusters Score -1.697575e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 323545 members 
Entering Unmasked Estep 
Score: -16975562.000000 Penalty: 1156.726562
	Iteration 31Q: 3 clusters Score -1.697556e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 323649 members 
Entering Unmasked Estep 
Score: -16975398.000000 Penalty: 1156.726562
	Iteration 32Q: 3 clusters Score -1.69754e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 323751 members 
Entering Unmasked Estep 
Score: -16975210.000000 Penalty: 1156.726562
	Iteration 33Q: 3 clusters Score -1.697521e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 323860 members 
Entering Unmasked Estep 
Score: -16975030.000000 Penalty: 1156.726562
	Iteration 34Q: 3 clusters Score -1.697503e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 323945 members 
Entering Unmasked Estep 
Score: -16974894.000000 Penalty: 1156.726562
	Iteration 35Q: 3 clusters Score -1.697489e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 324019 members 
Entering Unmasked Estep 
Score: -16974814.000000 Penalty: 1156.726562
	Iteration 36Q: 3 clusters Score -1.697481e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 324072 members 
Entering Unmasked Estep 
Score: -16974702.000000 Penalty: 1156.726562
	Iteration 37Q: 3 clusters Score -1.69747e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 324121 members 
Entering Unmasked Estep 
Score: -16974576.000000 Penalty: 1156.726562
	Iteration 38Q: 3 clusters Score -1.697458e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 324161 members 
Entering Unmasked Estep 
Score: -16974540.000000 Penalty: 1156.726562
	Iteration 39Q: 3 clusters Score -1.697454e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 324215 members 
Entering Unmasked Estep 
Score: -16974538.000000 Penalty: 1156.726562
	Iteration 40F: 3 clusters Score -1.697454e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 324221 members 
Entering Unmasked Estep 
Score: -16974498.000000 Penalty: 1156.726562
	Iteration 41Q: 3 clusters Score -1.69745e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 324213 members 
Entering Unmasked Estep 
Score: -16974478.000000 Penalty: 1156.726562
	Iteration 42Q: 3 clusters Score -1.697448e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 324196 members 
Entering Unmasked Estep 
Score: -16974482.000000 Penalty: 1156.726562
	Iteration 43Q: 3 clusters Score -1.697448e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 324182 members 
Entering Unmasked Estep 
Score: -16974506.000000 Penalty: 1156.726562
	Iteration 44Q: 3 clusters Score -1.697451e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 324175 members 
Entering Unmasked Estep 
Score: -16974514.000000 Penalty: 1156.726562
	Iteration 45Q: 3 clusters Score -1.697451e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 324182 members 
Entering Unmasked Estep 
Score: -16974502.000000 Penalty: 1156.726562
	Iteration 46Q: 3 clusters Score -1.69745e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 324185 members 
Entering Unmasked Estep 
Score: -16974480.000000 Penalty: 1156.726562
	Iteration 47Q: 3 clusters Score -1.697448e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 324175 members 
Entering Unmasked Estep 
Score: -16974468.000000 Penalty: 1156.726562
	Iteration 48Q: 3 clusters Score -1.697447e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 324163 members 
Entering Unmasked Estep 
Score: -16974466.000000 Penalty: 1156.726562
	Iteration 49Q: 3 clusters Score -1.697447e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 324151 members 
Entering Unmasked Estep 
Score: -16974486.000000 Penalty: 1156.726562
	Iteration 50Q: 3 clusters Score -1.697449e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 324136 members 
Entering Unmasked Estep 
Score: -16974480.000000 Penalty: 1156.726562
	Iteration 51Q: 3 clusters Score -1.697448e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 324112 members 
Entering Unmasked Estep 
Score: -16974490.000000 Penalty: 1156.726562
	Iteration 52Q: 3 clusters Score -1.697449e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 324079 members 
Entering Unmasked Estep 
Score: -16974520.000000 Penalty: 1156.726562
	Iteration 53Q: 3 clusters Score -1.697452e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 324040 members 
Entering Unmasked Estep 
Score: -16974560.000000 Penalty: 1156.726562
	Iteration 54Q: 3 clusters Score -1.697456e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 323992 members 
Entering Unmasked Estep 
Score: -16974584.000000 Penalty: 1156.726562
	Iteration 55Q: 3 clusters Score -1.697458e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 323963 members 
Entering Unmasked Estep 
Score: -16974606.000000 Penalty: 1156.726562
	Iteration 56Q: 3 clusters Score -1.697461e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 323917 members 
Entering Unmasked Estep 
Score: -16974612.000000 Penalty: 1156.726562
	Iteration 57Q: 3 clusters Score -1.697461e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 323874 members 
Entering Unmasked Estep 
Score: -16974638.000000 Penalty: 1156.726562
	Iteration 58Q: 3 clusters Score -1.697464e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 323833 members 
Entering Unmasked Estep 
Score: -16974632.000000 Penalty: 1156.726562
	Iteration 59Q: 3 clusters Score -1.697463e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 323792 members 
Entering Unmasked Estep 
Score: -16974652.000000 Penalty: 1156.726562
	Iteration 60F: 3 clusters Score -1.697465e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 323728 members 
Entering Unmasked Estep 
Score: -16974682.000000 Penalty: 1156.726562
	Iteration 61Q: 3 clusters Score -1.697468e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 323652 members 
Entering Unmasked Estep 
Score: -16974702.000000 Penalty: 1156.726562
	Iteration 62Q: 3 clusters Score -1.69747e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 323573 members 
Entering Unmasked Estep 
Score: -16974738.000000 Penalty: 1156.726562
	Iteration 63Q: 3 clusters Score -1.697474e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 323500 members 
Entering Unmasked Estep 
Score: -16974760.000000 Penalty: 1156.726562
	Iteration 64Q: 3 clusters Score -1.697476e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 323426 members 
Entering Unmasked Estep 
Score: -16974806.000000 Penalty: 1156.726562
	Iteration 65Q: 3 clusters Score -1.697481e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 323354 members 
Entering Unmasked Estep 
Score: -16974854.000000 Penalty: 1156.726562
	Iteration 66Q: 3 clusters Score -1.697485e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 323281 members 
Entering Unmasked Estep 
Score: -16974872.000000 Penalty: 1156.726562
	Iteration 67Q: 3 clusters Score -1.697487e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 323214 members 
Entering Unmasked Estep 
Score: -16974860.000000 Penalty: 1156.726562
	Iteration 68Q: 3 clusters Score -1.697486e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 323137 members 
Entering Unmasked Estep 
Score: -16974920.000000 Penalty: 1156.726562
	Iteration 69Q: 3 clusters Score -1.697492e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 323061 members 
Entering Unmasked Estep 
Score: -16974946.000000 Penalty: 1156.726562
	Iteration 70Q: 3 clusters Score -1.697495e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 322976 members 
Entering Unmasked Estep 
Score: -16974986.000000 Penalty: 1156.726562
	Iteration 71Q: 3 clusters Score -1.697499e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 322901 members 
Entering Unmasked Estep 
Score: -16975000.000000 Penalty: 1156.726562
	Iteration 72Q: 3 clusters Score -1.6975e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 322804 members 
Entering Unmasked Estep 
Score: -16975086.000000 Penalty: 1156.726562
	Iteration 73Q: 3 clusters Score -1.697509e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 322703 members 
Entering Unmasked Estep 
Score: -16975178.000000 Penalty: 1156.726562
	Iteration 74Q: 3 clusters Score -1.697518e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 322608 members 
Entering Unmasked Estep 
Score: -16975236.000000 Penalty: 1156.726562
	Iteration 75Q: 3 clusters Score -1.697524e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 322513 members 
Entering Unmasked Estep 
Score: -16975268.000000 Penalty: 1156.726562
	Iteration 76Q: 3 clusters Score -1.697527e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 322416 members 
Entering Unmasked Estep 
Score: -16975312.000000 Penalty: 1156.726562
	Iteration 77Q: 3 clusters Score -1.697531e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 322328 members 
Entering Unmasked Estep 
Score: -16975312.000000 Penalty: 1156.726562
	Iteration 78Q: 3 clusters Score -1.697531e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 322240 members 
Entering Unmasked Estep 
Score: -16975338.000000 Penalty: 1156.726562
	Iteration 79Q: 3 clusters Score -1.697534e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 322156 members 
Entering Unmasked Estep 
Score: -16975394.000000 Penalty: 1156.726562
	Iteration 80F: 3 clusters Score -1.697539e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 322052 members 
Entering Unmasked Estep 
Score: -16975398.000000 Penalty: 1156.726562
	Iteration 81Q: 3 clusters Score -1.69754e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 321936 members 
Entering Unmasked Estep 
Score: -16975454.000000 Penalty: 1156.726562
	Iteration 82Q: 3 clusters Score -1.697545e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 321830 members 
Entering Unmasked Estep 
Score: -16975490.000000 Penalty: 1156.726562
	Iteration 83Q: 3 clusters Score -1.697549e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 321723 members 
Entering Unmasked Estep 
Score: -16975524.000000 Penalty: 1156.726562
	Iteration 84Q: 3 clusters Score -1.697552e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 321616 members 
Entering Unmasked Estep 
Score: -16975554.000000 Penalty: 1156.726562
	Iteration 85Q: 3 clusters Score -1.697555e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 321505 members 
Entering Unmasked Estep 
Score: -16975574.000000 Penalty: 1156.726562
	Iteration 86Q: 3 clusters Score -1.697557e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 321408 members 
Entering Unmasked Estep 
Score: -16975592.000000 Penalty: 1156.726562
	Iteration 87Q: 3 clusters Score -1.697559e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 321308 members 
Entering Unmasked Estep 
Score: -16975642.000000 Penalty: 1156.726562
	Iteration 88Q: 3 clusters Score -1.697564e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 321202 members 
Entering Unmasked Estep 
Score: -16975752.000000 Penalty: 1156.726562
	Iteration 89Q: 3 clusters Score -1.697575e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 321100 members 
Entering Unmasked Estep 
Score: -16975762.000000 Penalty: 1156.726562
	Iteration 90Q: 3 clusters Score -1.697576e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 320988 members 
Entering Unmasked Estep 
Score: -16975838.000000 Penalty: 1156.726562
	Iteration 91Q: 3 clusters Score -1.697584e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 320872 members 
Entering Unmasked Estep 
Score: -16975850.000000 Penalty: 1156.726562
	Iteration 92Q: 3 clusters Score -1.697585e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 320775 members 
Entering Unmasked Estep 
Score: -16975904.000000 Penalty: 1156.726562
	Iteration 93Q: 3 clusters Score -1.69759e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 320677 members 
Entering Unmasked Estep 
Score: -16975890.000000 Penalty: 1156.726562
	Iteration 94Q: 3 clusters Score -1.697589e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 320570 members 
Entering Unmasked Estep 
Score: -16975924.000000 Penalty: 1156.726562
	Iteration 95Q: 3 clusters Score -1.697592e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 320462 members 
Entering Unmasked Estep 
Score: -16975966.000000 Penalty: 1156.726562
	Iteration 96Q: 3 clusters Score -1.697597e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 320356 members 
Entering Unmasked Estep 
Score: -16976046.000000 Penalty: 1156.726562
	Iteration 97Q: 3 clusters Score -1.697605e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 320250 members 
Entering Unmasked Estep 
Score: -16976088.000000 Penalty: 1156.726562
	Iteration 98Q: 3 clusters Score -1.697609e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 320130 members 
Entering Unmasked Estep 
Score: -16976138.000000 Penalty: 1156.726562
	Iteration 99Q: 3 clusters Score -1.697614e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 320001 members 
Entering Unmasked Estep 
Score: -16976148.000000 Penalty: 1156.726562
	Iteration 100F: 3 clusters Score -1.697615e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 319871 members 
Entering Unmasked Estep 
Score: -16976226.000000 Penalty: 1156.726562
	Iteration 101Q: 3 clusters Score -1.697623e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 319719 members 
Entering Unmasked Estep 
Score: -16976266.000000 Penalty: 1156.726562
	Iteration 102Q: 3 clusters Score -1.697627e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 319545 members 
Entering Unmasked Estep 
Score: -16976410.000000 Penalty: 1156.726562
	Iteration 103Q: 3 clusters Score -1.697641e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 319348 members 
Entering Unmasked Estep 
Score: -16976478.000000 Penalty: 1156.726562
	Iteration 104Q: 3 clusters Score -1.697648e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 319148 members 
Entering Unmasked Estep 
Score: -16976594.000000 Penalty: 1156.726562
	Iteration 105Q: 3 clusters Score -1.697659e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 318931 members 
Entering Unmasked Estep 
Score: -16976684.000000 Penalty: 1156.726562
	Iteration 106Q: 3 clusters Score -1.697668e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 318692 members 
Entering Unmasked Estep 
Score: -16976894.000000 Penalty: 1156.726562
	Iteration 107Q: 3 clusters Score -1.697689e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 318473 members 
Entering Unmasked Estep 
Score: -16977020.000000 Penalty: 1156.726562
	Iteration 108Q: 3 clusters Score -1.697702e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 318260 members 
Entering Unmasked Estep 
Score: -16977128.000000 Penalty: 1156.726562
	Iteration 109Q: 3 clusters Score -1.697713e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 318036 members 
Entering Unmasked Estep 
Score: -16977262.000000 Penalty: 1156.726562
	Iteration 110Q: 3 clusters Score -1.697726e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 317808 members 
Entering Unmasked Estep 
Score: -16977322.000000 Penalty: 1156.726562
	Iteration 111Q: 3 clusters Score -1.697732e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 317580 members 
Entering Unmasked Estep 
Score: -16977388.000000 Penalty: 1156.726562
	Iteration 112Q: 3 clusters Score -1.697739e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 317358 members 
Entering Unmasked Estep 
Score: -16977490.000000 Penalty: 1156.726562
	Iteration 113Q: 3 clusters Score -1.697749e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 317113 members 
Entering Unmasked Estep 
Score: -16977572.000000 Penalty: 1156.726562
	Iteration 114Q: 3 clusters Score -1.697757e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 316832 members 
Entering Unmasked Estep 
Score: -16977754.000000 Penalty: 1156.726562
	Iteration 115Q: 3 clusters Score -1.697775e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 316553 members 
Entering Unmasked Estep 
Score: -16977846.000000 Penalty: 1156.726562
	Iteration 116Q: 3 clusters Score -1.697785e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 316294 members 
Entering Unmasked Estep 
Score: -16977968.000000 Penalty: 1156.726562
	Iteration 117Q: 3 clusters Score -1.697797e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 316046 members 
Entering Unmasked Estep 
Score: -16978146.000000 Penalty: 1156.726562
	Iteration 118Q: 3 clusters Score -1.697815e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 315788 members 
Entering Unmasked Estep 
Score: -16978294.000000 Penalty: 1156.726562
	Iteration 119Q: 3 clusters Score -1.697829e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 315509 members 
Entering Unmasked Estep 
Score: -16978476.000000 Penalty: 1156.726562
	Iteration 120F: 3 clusters Score -1.697848e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 315227 members 
Entering Unmasked Estep 
Score: -16978608.000000 Penalty: 1156.726562
	Iteration 121Q: 3 clusters Score -1.697861e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 314934 members 
Entering Unmasked Estep 
Score: -16978674.000000 Penalty: 1156.726562
	Iteration 122Q: 3 clusters Score -1.697867e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 314663 members 
Entering Unmasked Estep 
Score: -16978856.000000 Penalty: 1156.726562
	Iteration 123Q: 3 clusters Score -1.697886e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 314374 members 
Entering Unmasked Estep 
Score: -16979000.000000 Penalty: 1156.726562
	Iteration 124Q: 3 clusters Score -1.6979e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 314074 members 
Entering Unmasked Estep 
Score: -16979232.000000 Penalty: 1156.726562
	Iteration 125Q: 3 clusters Score -1.697923e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 313784 members 
Entering Unmasked Estep 
Score: -16979386.000000 Penalty: 1156.726562
	Iteration 126Q: 3 clusters Score -1.697939e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 313495 members 
Entering Unmasked Estep 
Score: -16979538.000000 Penalty: 1156.726562
	Iteration 127Q: 3 clusters Score -1.697954e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 313196 members 
Entering Unmasked Estep 
Score: -16979586.000000 Penalty: 1156.726562
	Iteration 128Q: 3 clusters Score -1.697959e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 312887 members 
Entering Unmasked Estep 
Score: -16979698.000000 Penalty: 1156.726562
	Iteration 129Q: 3 clusters Score -1.69797e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 312546 members 
Entering Unmasked Estep 
Score: -16979844.000000 Penalty: 1156.726562
	Iteration 130Q: 3 clusters Score -1.697984e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 312228 members 
Entering Unmasked Estep 
Score: -16980042.000000 Penalty: 1156.726562
	Iteration 131Q: 3 clusters Score -1.698004e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 311862 members 
Entering Unmasked Estep 
Score: -16980250.000000 Penalty: 1156.726562
	Iteration 132Q: 3 clusters Score -1.698025e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 311481 members 
Entering Unmasked Estep 
Score: -16980560.000000 Penalty: 1156.726562
	Iteration 133Q: 3 clusters Score -1.698056e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 311090 members 
Entering Unmasked Estep 
Score: -16980808.000000 Penalty: 1156.726562
	Iteration 134Q: 3 clusters Score -1.698081e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 310688 members 
Entering Unmasked Estep 
Score: -16981084.000000 Penalty: 1156.726562
	Iteration 135Q: 3 clusters Score -1.698108e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 310259 members 
Entering Unmasked Estep 
Score: -16981388.000000 Penalty: 1156.726562
	Iteration 136Q: 3 clusters Score -1.698139e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 309808 members 
Entering Unmasked Estep 
Score: -16981722.000000 Penalty: 1156.726562
	Iteration 137Q: 3 clusters Score -1.698172e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 309335 members 
Entering Unmasked Estep 
Score: -16982038.000000 Penalty: 1156.726562
	Iteration 138Q: 3 clusters Score -1.698204e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 308832 members 
Entering Unmasked Estep 
Score: -16982476.000000 Penalty: 1156.726562
	Iteration 139Q: 3 clusters Score -1.698248e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 308281 members 
Entering Unmasked Estep 
Score: -16982974.000000 Penalty: 1156.726562
	Iteration 140F: 3 clusters Score -1.698297e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 307688 members 
Entering Unmasked Estep 
Score: -16983398.000000 Penalty: 1156.726562
	Iteration 141Q: 3 clusters Score -1.69834e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 307043 members 
Entering Unmasked Estep 
Score: -16983868.000000 Penalty: 1156.726562
	Iteration 142Q: 3 clusters Score -1.698387e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 306384 members 
Entering Unmasked Estep 
Score: -16984404.000000 Penalty: 1156.726562
	Iteration 143Q: 3 clusters Score -1.69844e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 305701 members 
Entering Unmasked Estep 
Score: -16984714.000000 Penalty: 1156.726562
	Iteration 144Q: 3 clusters Score -1.698471e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 304968 members 
Entering Unmasked Estep 
Score: -16985294.000000 Penalty: 1156.726562
	Iteration 145Q: 3 clusters Score -1.698529e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 304142 members 
Entering Unmasked Estep 
Score: -16985680.000000 Penalty: 1156.726562
	Iteration 146Q: 3 clusters Score -1.698568e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 303218 members 
Entering Unmasked Estep 
Score: -16986144.000000 Penalty: 1156.726562
	Iteration 147Q: 3 clusters Score -1.698614e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 302228 members 
Entering Unmasked Estep 
Score: -16986516.000000 Penalty: 1156.726562
	Iteration 148Q: 3 clusters Score -1.698652e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 301188 members 
Entering Unmasked Estep 
Score: -16986754.000000 Penalty: 1156.726562
	Iteration 149Q: 3 clusters Score -1.698675e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 300047 members 
Entering Unmasked Estep 
Score: -16987272.000000 Penalty: 1156.726562
	Iteration 150Q: 3 clusters Score -1.698727e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 298680 members 
Entering Unmasked Estep 
Score: -16987816.000000 Penalty: 1156.726562
	Iteration 151Q: 3 clusters Score -1.698782e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 297126 members 
Entering Unmasked Estep 
Score: -16988142.000000 Penalty: 1156.726562
	Iteration 152Q: 3 clusters Score -1.698814e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 295419 members 
Entering Unmasked Estep 
Score: -16988612.000000 Penalty: 1156.726562
	Iteration 153Q: 3 clusters Score -1.698861e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 293441 members 
Entering Unmasked Estep 
Score: -16988888.000000 Penalty: 1156.726562
	Iteration 154Q: 3 clusters Score -1.698889e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 291228 members 
Entering Unmasked Estep 
Score: -16989342.000000 Penalty: 1156.726562
	Iteration 155Q: 3 clusters Score -1.698934e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 288824 members 
Entering Unmasked Estep 
Score: -16989502.000000 Penalty: 1156.726562
	Iteration 156Q: 3 clusters Score -1.69895e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 286131 members 
Entering Unmasked Estep 
Score: -16989612.000000 Penalty: 1156.726562
	Iteration 157Q: 3 clusters Score -1.698961e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 283085 members 
Entering Unmasked Estep 
Score: -16989774.000000 Penalty: 1156.726562
	Iteration 158Q: 3 clusters Score -1.698977e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 279431 members 
Entering Unmasked Estep 
Score: -16990086.000000 Penalty: 1156.726562
	Iteration 159Q: 3 clusters Score -1.699009e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 275258 members 
Entering Unmasked Estep 
Score: -16990684.000000 Penalty: 1156.726562
	Iteration 160F: 3 clusters Score -1.699068e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 270380 members 
Entering Unmasked Estep 
Score: -16991300.000000 Penalty: 1156.726562
	Iteration 161Q: 3 clusters Score -1.69913e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 264715 members 
Entering Unmasked Estep 
Score: -16992512.000000 Penalty: 1156.726562
	Iteration 162Q: 3 clusters Score -1.699251e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 258105 members 
Entering Unmasked Estep 
Score: -16994640.000000 Penalty: 1156.726562
	Iteration 163Q: 3 clusters Score -1.699464e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 250555 members 
Entering Unmasked Estep 
Score: -16997466.000000 Penalty: 1156.726562
	Iteration 164Q: 3 clusters Score -1.699747e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89479 members 
Mstep: Class 2 contains 241987 members 
Entering Unmasked Estep 
Score: -17001462.000000 Penalty: 1156.726562
	Iteration 165Q: 3 clusters Score -1.700146e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98787 members 
Mstep: Class 2 contains 232679 members 
Entering Unmasked Estep 
Score: -17006000.000000 Penalty: 1156.726562
	Iteration 166Q: 3 clusters Score -1.7006e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 222866 members 
Entering Unmasked Estep 
Score: -17011446.000000 Penalty: 1156.726562
	Iteration 167Q: 3 clusters Score -1.701145e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118851 members 
Mstep: Class 2 contains 212615 members 
Entering Unmasked Estep 
Score: -17017902.000000 Penalty: 1156.726562
	Iteration 168Q: 3 clusters Score -1.70179e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128562 members 
Mstep: Class 2 contains 202904 members 
Entering Unmasked Estep 
Score: -17024872.000000 Penalty: 1156.726562
	Iteration 169Q: 3 clusters Score -1.702487e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137170 members 
Mstep: Class 2 contains 194296 members 
Entering Unmasked Estep 
Score: -17030822.000000 Penalty: 1156.726562
	Iteration 170Q: 3 clusters Score -1.703082e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144516 members 
Mstep: Class 2 contains 186950 members 
Entering Unmasked Estep 
Score: -17035476.000000 Penalty: 1156.726562
	Iteration 171Q: 3 clusters Score -1.703548e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 180783 members 
Entering Unmasked Estep 
Score: -17040778.000000 Penalty: 1156.726562
	Iteration 172Q: 3 clusters Score -1.704078e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156198 members 
Mstep: Class 2 contains 175268 members 
Entering Unmasked Estep 
Score: -17044488.000000 Penalty: 1156.726562
	Iteration 173Q: 3 clusters Score -1.704449e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161073 members 
Mstep: Class 2 contains 170393 members 
Entering Unmasked Estep 
Score: -17048010.000000 Penalty: 1156.726562
	Iteration 174Q: 3 clusters Score -1.704801e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165675 members 
Mstep: Class 2 contains 165791 members 
Entering Unmasked Estep 
Score: -17050230.000000 Penalty: 1156.726562
	Iteration 175Q: 3 clusters Score -1.705023e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 161962 members 
Entering Unmasked Estep 
Score: -17051080.000000 Penalty: 1156.726562
	Iteration 176Q: 3 clusters Score -1.705108e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172779 members 
Mstep: Class 2 contains 158687 members 
Entering Unmasked Estep 
Score: -17051026.000000 Penalty: 1156.726562
	Iteration 177Q: 3 clusters Score -1.705103e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175535 members 
Mstep: Class 2 contains 155931 members 
Entering Unmasked Estep 
Score: -17050514.000000 Penalty: 1156.726562
	Iteration 178Q: 3 clusters Score -1.705051e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178145 members 
Mstep: Class 2 contains 153321 members 
Entering Unmasked Estep 
Score: -17049336.000000 Penalty: 1156.726562
	Iteration 179Q: 3 clusters Score -1.704934e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180432 members 
Mstep: Class 2 contains 151034 members 
Entering Unmasked Estep 
Score: -17049216.000000 Penalty: 1156.726562
	Iteration 180F: 3 clusters Score -1.704922e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186367 members 
Mstep: Class 2 contains 145099 members 
Entering Unmasked Estep 
Score: -17046116.000000 Penalty: 1156.726562
	Iteration 181Q: 3 clusters Score -1.704612e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191434 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -17044100.000000 Penalty: 1156.726562
	Iteration 182Q: 3 clusters Score -1.70441e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197446 members 
Mstep: Class 2 contains 134020 members 
Entering Unmasked Estep 
Score: -17041542.000000 Penalty: 1156.726562
	Iteration 183Q: 3 clusters Score -1.704154e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204127 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -17038720.000000 Penalty: 1156.726562
	Iteration 184Q: 3 clusters Score -1.703872e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211039 members 
Mstep: Class 2 contains 120427 members 
Entering Unmasked Estep 
Score: -17035486.000000 Penalty: 1156.726562
	Iteration 185Q: 3 clusters Score -1.703549e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218024 members 
Mstep: Class 2 contains 113442 members 
Entering Unmasked Estep 
Score: -17031742.000000 Penalty: 1156.726562
	Iteration 186Q: 3 clusters Score -1.703174e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224837 members 
Mstep: Class 2 contains 106629 members 
Entering Unmasked Estep 
Score: -17027920.000000 Penalty: 1156.726562
	Iteration 187Q: 3 clusters Score -1.702792e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230724 members 
Mstep: Class 2 contains 100742 members 
Entering Unmasked Estep 
Score: -17024706.000000 Penalty: 1156.726562
	Iteration 188Q: 3 clusters Score -1.702471e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235294 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -17021548.000000 Penalty: 1156.726562
	Iteration 189Q: 3 clusters Score -1.702155e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238498 members 
Mstep: Class 2 contains 92968 members 
Entering Unmasked Estep 
Score: -17019154.000000 Penalty: 1156.726562
	Iteration 190Q: 3 clusters Score -1.701915e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240130 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -17017152.000000 Penalty: 1156.726562
	Iteration 191Q: 3 clusters Score -1.701715e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240254 members 
Mstep: Class 2 contains 91212 members 
Entering Unmasked Estep 
Score: -17015830.000000 Penalty: 1156.726562
	Iteration 192Q: 3 clusters Score -1.701583e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239052 members 
Mstep: Class 2 contains 92414 members 
Entering Unmasked Estep 
Score: -17014782.000000 Penalty: 1156.726562
	Iteration 193Q: 3 clusters Score -1.701478e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236767 members 
Mstep: Class 2 contains 94699 members 
Entering Unmasked Estep 
Score: -17014570.000000 Penalty: 1156.726562
	Iteration 194Q: 3 clusters Score -1.701457e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233510 members 
Mstep: Class 2 contains 97956 members 
Entering Unmasked Estep 
Score: -17014766.000000 Penalty: 1156.726562
	Iteration 195Q: 3 clusters Score -1.701477e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229374 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -17015362.000000 Penalty: 1156.726562
	Iteration 196Q: 3 clusters Score -1.701536e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224625 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -17016428.000000 Penalty: 1156.726562
	Iteration 197Q: 3 clusters Score -1.701643e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219402 members 
Mstep: Class 2 contains 112064 members 
Entering Unmasked Estep 
Score: -17017990.000000 Penalty: 1156.726562
	Iteration 198Q: 3 clusters Score -1.701799e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214143 members 
Mstep: Class 2 contains 117323 members 
Entering Unmasked Estep 
Score: -17019628.000000 Penalty: 1156.726562
	Iteration 199Q: 3 clusters Score -1.701963e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209081 members 
Mstep: Class 2 contains 122385 members 
Entering Unmasked Estep 
Score: -17023846.000000 Penalty: 1156.726562
	Iteration 200F: 3 clusters Score -1.702385e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202970 members 
Mstep: Class 2 contains 128496 members 
Entering Unmasked Estep 
Score: -17025434.000000 Penalty: 1156.726562
	Iteration 201Q: 3 clusters Score -1.702543e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196815 members 
Mstep: Class 2 contains 134651 members 
Entering Unmasked Estep 
Score: -17027636.000000 Penalty: 1156.726562
	Iteration 202Q: 3 clusters Score -1.702764e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190933 members 
Mstep: Class 2 contains 140533 members 
Entering Unmasked Estep 
Score: -17029330.000000 Penalty: 1156.726562
	Iteration 203Q: 3 clusters Score -1.702933e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185585 members 
Mstep: Class 2 contains 145881 members 
Entering Unmasked Estep 
Score: -17031534.000000 Penalty: 1156.726562
	Iteration 204Q: 3 clusters Score -1.703153e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180735 members 
Mstep: Class 2 contains 150731 members 
Entering Unmasked Estep 
Score: -17036234.000000 Penalty: 1156.726562
	Iteration 205Q: 3 clusters Score -1.703623e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174510 members 
Mstep: Class 2 contains 156956 members 
Entering Unmasked Estep 
Score: -17040594.000000 Penalty: 1156.726562
	Iteration 206Q: 3 clusters Score -1.704059e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 163152 members 
Entering Unmasked Estep 
Score: -17044258.000000 Penalty: 1156.726562
	Iteration 207Q: 3 clusters Score -1.704426e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162802 members 
Mstep: Class 2 contains 168664 members 
Entering Unmasked Estep 
Score: -17047138.000000 Penalty: 1156.726562
	Iteration 208Q: 3 clusters Score -1.704714e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158092 members 
Mstep: Class 2 contains 173374 members 
Entering Unmasked Estep 
Score: -17048392.000000 Penalty: 1156.726562
	Iteration 209Q: 3 clusters Score -1.704839e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154344 members 
Mstep: Class 2 contains 177122 members 
Entering Unmasked Estep 
Score: -17049280.000000 Penalty: 1156.726562
	Iteration 210Q: 3 clusters Score -1.704928e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 179568 members 
Entering Unmasked Estep 
Score: -17049922.000000 Penalty: 1156.726562
	Iteration 211Q: 3 clusters Score -1.704992e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150853 members 
Mstep: Class 2 contains 180613 members 
Entering Unmasked Estep 
Score: -17050050.000000 Penalty: 1156.726562
	Iteration 212Q: 3 clusters Score -1.705005e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150502 members 
Mstep: Class 2 contains 180964 members 
Entering Unmasked Estep 
Score: -17050254.000000 Penalty: 1156.726562
	Iteration 213Q: 3 clusters Score -1.705025e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150748 members 
Mstep: Class 2 contains 180718 members 
Entering Unmasked Estep 
Score: -17050360.000000 Penalty: 1156.726562
	Iteration 214Q: 3 clusters Score -1.705036e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151609 members 
Mstep: Class 2 contains 179857 members 
Entering Unmasked Estep 
Score: -17050576.000000 Penalty: 1156.726562
	Iteration 215Q: 3 clusters Score -1.705058e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152917 members 
Mstep: Class 2 contains 178549 members 
Entering Unmasked Estep 
Score: -17050658.000000 Penalty: 1156.726562
	Iteration 216Q: 3 clusters Score -1.705066e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154203 members 
Mstep: Class 2 contains 177263 members 
Entering Unmasked Estep 
Score: -17050704.000000 Penalty: 1156.726562
	Iteration 217Q: 3 clusters Score -1.70507e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155112 members 
Mstep: Class 2 contains 176354 members 
Entering Unmasked Estep 
Score: -17050798.000000 Penalty: 1156.726562
	Iteration 218Q: 3 clusters Score -1.70508e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155832 members 
Mstep: Class 2 contains 175634 members 
Entering Unmasked Estep 
Score: -17050860.000000 Penalty: 1156.726562
	Iteration 219Q: 3 clusters Score -1.705086e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 174957 members 
Entering Unmasked Estep 
Score: -17051568.000000 Penalty: 1156.726562
	Iteration 220F: 3 clusters Score -1.705157e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156366 members 
Mstep: Class 2 contains 175100 members 
Entering Unmasked Estep 
Score: -17051560.000000 Penalty: 1156.726562
	Iteration 221Q: 3 clusters Score -1.705156e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156374 members 
Mstep: Class 2 contains 175092 members 
Entering Unmasked Estep 
Score: -17051436.000000 Penalty: 1156.726562
	Iteration 222Q: 3 clusters Score -1.705144e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156548 members 
Mstep: Class 2 contains 174918 members 
Entering Unmasked Estep 
Score: -17051422.000000 Penalty: 1156.726562
	Iteration 223Q: 3 clusters Score -1.705142e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156720 members 
Mstep: Class 2 contains 174746 members 
Entering Unmasked Estep 
Score: -17051362.000000 Penalty: 1156.726562
	Iteration 224Q: 3 clusters Score -1.705136e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156903 members 
Mstep: Class 2 contains 174563 members 
Entering Unmasked Estep 
Score: -17051310.000000 Penalty: 1156.726562
	Iteration 225Q: 3 clusters Score -1.705131e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157027 members 
Mstep: Class 2 contains 174439 members 
Entering Unmasked Estep 
Score: -17051334.000000 Penalty: 1156.726562
	Iteration 226Q: 3 clusters Score -1.705133e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157117 members 
Mstep: Class 2 contains 174349 members 
Entering Unmasked Estep 
Score: -17051268.000000 Penalty: 1156.726562
	Iteration 227Q: 3 clusters Score -1.705127e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157201 members 
Mstep: Class 2 contains 174265 members 
Entering Unmasked Estep 
Score: -17051286.000000 Penalty: 1156.726562
	Iteration 228Q: 3 clusters Score -1.705129e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157272 members 
Mstep: Class 2 contains 174194 members 
Entering Unmasked Estep 
Score: -17051338.000000 Penalty: 1156.726562
	Iteration 229Q: 3 clusters Score -1.705134e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157363 members 
Mstep: Class 2 contains 174103 members 
Entering Unmasked Estep 
Score: -17051330.000000 Penalty: 1156.726562
	Iteration 230Q: 3 clusters Score -1.705133e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157506 members 
Mstep: Class 2 contains 173960 members 
Entering Unmasked Estep 
Score: -17051328.000000 Penalty: 1156.726562
	Iteration 231Q: 3 clusters Score -1.705133e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157648 members 
Mstep: Class 2 contains 173818 members 
Entering Unmasked Estep 
Score: -17051274.000000 Penalty: 1156.726562
	Iteration 232Q: 3 clusters Score -1.705127e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157722 members 
Mstep: Class 2 contains 173744 members 
Entering Unmasked Estep 
Score: -17051202.000000 Penalty: 1156.726562
	Iteration 233Q: 3 clusters Score -1.70512e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157793 members 
Mstep: Class 2 contains 173673 members 
Entering Unmasked Estep 
Score: -17051144.000000 Penalty: 1156.726562
	Iteration 234Q: 3 clusters Score -1.705114e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 173614 members 
Entering Unmasked Estep 
Score: -17051152.000000 Penalty: 1156.726562
	Iteration 235Q: 3 clusters Score -1.705115e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157889 members 
Mstep: Class 2 contains 173577 members 
Entering Unmasked Estep 
Score: -17051134.000000 Penalty: 1156.726562
	Iteration 236Q: 3 clusters Score -1.705113e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157913 members 
Mstep: Class 2 contains 173553 members 
Entering Unmasked Estep 
Score: -17051128.000000 Penalty: 1156.726562
	Iteration 237Q: 3 clusters Score -1.705113e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 173515 members 
Entering Unmasked Estep 
Score: -17051142.000000 Penalty: 1156.726562
	Iteration 238Q: 3 clusters Score -1.705114e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157983 members 
Mstep: Class 2 contains 173483 members 
Entering Unmasked Estep 
Score: -17051166.000000 Penalty: 1156.726562
	Iteration 239Q: 3 clusters Score -1.705117e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158002 members 
Mstep: Class 2 contains 173464 members 
Entering Unmasked Estep 
Score: -17051168.000000 Penalty: 1156.726562
	Iteration 240F: 3 clusters Score -1.705117e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158038 members 
Mstep: Class 2 contains 173428 members 
Entering Unmasked Estep 
Score: -17051178.000000 Penalty: 1156.726562
	Iteration 241Q: 3 clusters Score -1.705118e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 173409 members 
Entering Unmasked Estep 
Score: -17051180.000000 Penalty: 1156.726562
	Iteration 242Q: 3 clusters Score -1.705118e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Mstep: Class 2 contains 173387 members 
Entering Unmasked Estep 
Score: -17051176.000000 Penalty: 1156.726562
	Iteration 243Q: 3 clusters Score -1.705118e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158102 members 
Mstep: Class 2 contains 173364 members 
Entering Unmasked Estep 
Score: -17051146.000000 Penalty: 1156.726562
	Iteration 244Q: 3 clusters Score -1.705115e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158118 members 
Mstep: Class 2 contains 173348 members 
Entering Unmasked Estep 
Score: -17051188.000000 Penalty: 1156.726562
	Iteration 245Q: 3 clusters Score -1.705119e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158160 members 
Mstep: Class 2 contains 173306 members 
Entering Unmasked Estep 
Score: -17051198.000000 Penalty: 1156.726562
	Iteration 246Q: 3 clusters Score -1.70512e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 173279 members 
Entering Unmasked Estep 
Score: -17051210.000000 Penalty: 1156.726562
	Iteration 247Q: 3 clusters Score -1.705121e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 173275 members 
Entering Unmasked Estep 
Score: -17051204.000000 Penalty: 1156.726562
	Iteration 248Q: 3 clusters Score -1.70512e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158193 members 
Mstep: Class 2 contains 173273 members 
Entering Unmasked Estep 
Score: -17051204.000000 Penalty: 1156.726562
	Iteration 249Q: 3 clusters Score -1.70512e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158201 members 
Mstep: Class 2 contains 173265 members 
Entering Unmasked Estep 
Score: -17051184.000000 Penalty: 1156.726562
	Iteration 250Q: 3 clusters Score -1.705118e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158211 members 
Mstep: Class 2 contains 173255 members 
Entering Unmasked Estep 
Score: -17051194.000000 Penalty: 1156.726562
	Iteration 251Q: 3 clusters Score -1.705119e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158221 members 
Mstep: Class 2 contains 173245 members 
Entering Unmasked Estep 
Score: -17051214.000000 Penalty: 1156.726562
	Iteration 252Q: 3 clusters Score -1.705121e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158255 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -17051256.000000 Penalty: 1156.726562
	Iteration 253Q: 3 clusters Score -1.705126e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158259 members 
Mstep: Class 2 contains 173207 members 
Entering Unmasked Estep 
Score: -17051276.000000 Penalty: 1156.726562
	Iteration 254Q: 3 clusters Score -1.705128e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158263 members 
Mstep: Class 2 contains 173203 members 
Entering Unmasked Estep 
Score: -17051264.000000 Penalty: 1156.726562
	Iteration 255Q: 3 clusters Score -1.705126e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158260 members 
Mstep: Class 2 contains 173206 members 
Entering Unmasked Estep 
Score: -17051264.000000 Penalty: 1156.726562
	Iteration 256Q: 3 clusters Score -1.705126e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158257 members 
Mstep: Class 2 contains 173209 members 
Entering Unmasked Estep 
Score: -17051260.000000 Penalty: 1156.726562
	Iteration 257Q: 3 clusters Score -1.705126e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158255 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -17051268.000000 Penalty: 1156.726562
	Iteration 258Q: 3 clusters Score -1.705127e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158262 members 
Mstep: Class 2 contains 173204 members 
Entering Unmasked Estep 
Score: -17051300.000000 Penalty: 1156.726562
	Iteration 259Q: 3 clusters Score -1.70513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158259 members 
Mstep: Class 2 contains 173207 members 
Entering Unmasked Estep 
Score: -17051278.000000 Penalty: 1156.726562
	Iteration 260F: 3 clusters Score -1.705128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158251 members 
Mstep: Class 2 contains 173215 members 
Entering Unmasked Estep 
Score: -17051284.000000 Penalty: 1156.726562
	Iteration 261Q: 3 clusters Score -1.705128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158243 members 
Mstep: Class 2 contains 173223 members 
Entering Unmasked Estep 
Score: -17051280.000000 Penalty: 1156.726562
	Iteration 262Q: 3 clusters Score -1.705128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158246 members 
Mstep: Class 2 contains 173220 members 
Entering Unmasked Estep 
Score: -17051282.000000 Penalty: 1156.726562
	Iteration 263Q: 3 clusters Score -1.705128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158242 members 
Mstep: Class 2 contains 173224 members 
Entering Unmasked Estep 
Score: -17051282.000000 Penalty: 1156.726562
	Iteration 264Q: 3 clusters Score -1.705128e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158241 members 
Mstep: Class 2 contains 173225 members 
Entering Unmasked Estep 
Score: -17051296.000000 Penalty: 1156.726562
	Iteration 265Q: 3 clusters Score -1.70513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158236 members 
Mstep: Class 2 contains 173230 members 
Entering Unmasked Estep 
Score: -17051292.000000 Penalty: 1156.726562
	Iteration 266Q: 3 clusters Score -1.705129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 173236 members 
Entering Unmasked Estep 
Score: -17051302.000000 Penalty: 1156.726562
	Iteration 267Q: 3 clusters Score -1.70513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158228 members 
Mstep: Class 2 contains 173238 members 
Entering Unmasked Estep 
Score: -17051302.000000 Penalty: 1156.726562
	Iteration 268Q: 3 clusters Score -1.70513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 173244 members 
Entering Unmasked Estep 
Score: -17051292.000000 Penalty: 1156.726562
	Iteration 269Q: 3 clusters Score -1.705129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Mstep: Class 2 contains 173248 members 
Entering Unmasked Estep 
Score: -17051284.000000 Penalty: 1156.726562
	Iteration 270Q: 3 clusters Score -1.705128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 173252 members 
Entering Unmasked Estep 
Score: -17051294.000000 Penalty: 1156.726562
	Iteration 271Q: 3 clusters Score -1.705129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158215 members 
Mstep: Class 2 contains 173251 members 
Entering Unmasked Estep 
Score: -17051294.000000 Penalty: 1156.726562
	Iteration 272Q: 3 clusters Score -1.705129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158214 members 
Mstep: Class 2 contains 173252 members 
Entering Unmasked Estep 
Score: -17051292.000000 Penalty: 1156.726562
	Iteration 273Q: 3 clusters Score -1.705129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158213 members 
Mstep: Class 2 contains 173253 members 
Entering Unmasked Estep 
Score: -17051302.000000 Penalty: 1156.726562
	Iteration 274Q: 3 clusters Score -1.70513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158213 members 
Mstep: Class 2 contains 173253 members 
Entering Unmasked Estep 
Score: -17051300.000000 Penalty: 1156.726562
	Iteration 275Q: 3 clusters Score -1.70513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158218 members 
Mstep: Class 2 contains 173248 members 
Entering Unmasked Estep 
Score: -17051304.000000 Penalty: 1156.726562
	Iteration 276Q: 3 clusters Score -1.70513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158213 members 
Mstep: Class 2 contains 173253 members 
Entering Unmasked Estep 
Score: -17051300.000000 Penalty: 1156.726562
	Iteration 277Q: 3 clusters Score -1.70513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158212 members 
Mstep: Class 2 contains 173254 members 
Entering Unmasked Estep 
Score: -17051294.000000 Penalty: 1156.726562
	Iteration 278Q: 3 clusters Score -1.705129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158210 members 
Mstep: Class 2 contains 173256 members 
Entering Unmasked Estep 
Score: -17051300.000000 Penalty: 1156.726562
	Iteration 279Q: 3 clusters Score -1.70513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158209 members 
Mstep: Class 2 contains 173257 members 
Entering Unmasked Estep 
Score: -17051298.000000 Penalty: 1156.726562
	Iteration 280F: 3 clusters Score -1.70513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158210 members 
Mstep: Class 2 contains 173256 members 
Entering Unmasked Estep 
Score: -17051300.000000 Penalty: 1156.726562
	Iteration 281Q: 3 clusters Score -1.70513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158210 members 
Mstep: Class 2 contains 173256 members 
Entering Unmasked Estep 
Score: -17051302.000000 Penalty: 1156.726562
	Iteration 282Q: 3 clusters Score -1.70513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158210 members 
Mstep: Class 2 contains 173256 members 
Entering Unmasked Estep 
Score: -17051302.000000 Penalty: 1156.726562
	Iteration 283F: 3 clusters Score -1.70513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 118089 members 
Mstep: Class 3 contains 138859 members 
Mstep: Class 4 contains 158210 members 
Mstep: Class 5 contains 61869 members 
Mstep: Class 6 contains 39540 members 
Mstep: Class 7 contains 95048 members 
Mstep: Class 8 contains 107828 members 
Mstep: Class 9 contains 75325 members 
Mstep: Class 10 contains 40715 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 196566 members 
Mstep: Class 14 contains 108678 members 
Mstep: Class 15 contains 155749 members 
Mstep: Class 16 contains 189212 members 
Mstep: Class 17 contains 173256 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 2650 members 
Entering Unmasked Estep 
Score: -87096040.000000 Penalty: 12417.503906
Splitting cluster 4 changes total score from -86990464.000000 to -87096040.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (61869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Entering Unmasked Estep 
Score: -3194080.000000 Penalty: 501.991272
	Iteration 0F: 2 clusters Score -3194080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -3152396.500000 Penalty: 1003.982544
	Iteration 0F: 3 clusters Score -3152396 nChanged 30136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -3172107.750000 Penalty: 1003.982544
	Iteration 1F: 3 clusters Score -3172108 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -3174660.000000 Penalty: 1003.982544
	Iteration 2F: 3 clusters Score -3174660 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -3178053.750000 Penalty: 1003.982544
	Iteration 3F: 3 clusters Score -3178054 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -3182094.000000 Penalty: 1003.982544
	Iteration 4F: 3 clusters Score -3182094 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -3186290.000000 Penalty: 1003.982544
	Iteration 5F: 3 clusters Score -3186290 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -3190017.000000 Penalty: 1003.982544
	Iteration 6F: 3 clusters Score -3190017 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -3192258.500000 Penalty: 1003.982544
	Iteration 7Q: 3 clusters Score -3192258 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -3193271.750000 Penalty: 1003.982544
	Iteration 8Q: 3 clusters Score -3193272 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -3193713.000000 Penalty: 1003.982544
	Iteration 9Q: 3 clusters Score -3193713 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -3193917.500000 Penalty: 1003.982544
	Iteration 10Q: 3 clusters Score -3193918 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -3194024.000000 Penalty: 1003.982544
	Iteration 11Q: 3 clusters Score -3194024 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -3194068.750000 Penalty: 1003.982544
	Iteration 12Q: 3 clusters Score -3194069 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -3194088.000000 Penalty: 1003.982544
	Iteration 13Q: 3 clusters Score -3194088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 61047 members 
Entering Unmasked Estep 
Score: -3194115.000000 Penalty: 1003.982544
	Iteration 14Q: 3 clusters Score -3194115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -3194138.500000 Penalty: 1003.982544
	Iteration 15Q: 3 clusters Score -3194138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -3194148.000000 Penalty: 1003.982544
	Iteration 16Q: 3 clusters Score -3194148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -3194160.500000 Penalty: 1003.982544
	Iteration 17Q: 3 clusters Score -3194160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -3194176.500000 Penalty: 1003.982544
	Iteration 18Q: 3 clusters Score -3194176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 61054 members 
Entering Unmasked Estep 
Score: -3194188.250000 Penalty: 1003.982544
	Iteration 19Q: 3 clusters Score -3194188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -3194196.000000 Penalty: 1003.982544
	Iteration 20F: 3 clusters Score -3194196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -3194224.750000 Penalty: 1003.982544
	Iteration 21Q: 3 clusters Score -3194225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -3194249.250000 Penalty: 1003.982544
	Iteration 22Q: 3 clusters Score -3194249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -3194267.750000 Penalty: 1003.982544
	Iteration 23Q: 3 clusters Score -3194268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -3194287.750000 Penalty: 1003.982544
	Iteration 24Q: 3 clusters Score -3194288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -3194305.000000 Penalty: 1003.982544
	Iteration 25Q: 3 clusters Score -3194305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -3194337.000000 Penalty: 1003.982544
	Iteration 26Q: 3 clusters Score -3194337 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -3194378.000000 Penalty: 1003.982544
	Iteration 27Q: 3 clusters Score -3194378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -3194415.500000 Penalty: 1003.982544
	Iteration 28Q: 3 clusters Score -3194416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -3194430.250000 Penalty: 1003.982544
	Iteration 29Q: 3 clusters Score -3194430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -3194445.250000 Penalty: 1003.982544
	Iteration 30Q: 3 clusters Score -3194445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -3194452.500000 Penalty: 1003.982544
	Iteration 31Q: 3 clusters Score -3194452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -3194470.250000 Penalty: 1003.982544
	Iteration 32Q: 3 clusters Score -3194470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -3194477.500000 Penalty: 1003.982544
	Iteration 33Q: 3 clusters Score -3194478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -3194479.750000 Penalty: 1003.982544
	Iteration 34Q: 3 clusters Score -3194480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -3194482.500000 Penalty: 1003.982544
	Iteration 35Q: 3 clusters Score -3194482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -3194481.500000 Penalty: 1003.982544
	Iteration 36Q: 3 clusters Score -3194482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -3194484.750000 Penalty: 1003.982544
	Iteration 37Q: 3 clusters Score -3194485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -3194482.500000 Penalty: 1003.982544
	Iteration 38Q: 3 clusters Score -3194482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -3194480.750000 Penalty: 1003.982544
	Iteration 39Q: 3 clusters Score -3194481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -3194481.000000 Penalty: 1003.982544
	Iteration 40F: 3 clusters Score -3194481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -3194481.500000 Penalty: 1003.982544
	Iteration 41Q: 3 clusters Score -3194482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -3194478.500000 Penalty: 1003.982544
	Iteration 42Q: 3 clusters Score -3194478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -3194479.000000 Penalty: 1003.982544
	Iteration 43Q: 3 clusters Score -3194479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -3194478.750000 Penalty: 1003.982544
	Iteration 44Q: 3 clusters Score -3194479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -3194478.750000 Penalty: 1003.982544
	Iteration 45Q: 3 clusters Score -3194479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -3194480.000000 Penalty: 1003.982544
	Iteration 46Q: 3 clusters Score -3194480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -3194478.500000 Penalty: 1003.982544
	Iteration 47Q: 3 clusters Score -3194478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -3194479.250000 Penalty: 1003.982544
	Iteration 48Q: 3 clusters Score -3194479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -3194479.250000 Penalty: 1003.982544
	Iteration 49F: 3 clusters Score -3194479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 118089 members 
Mstep: Class 3 contains 138859 members 
Mstep: Class 4 contains 158210 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 39540 members 
Mstep: Class 7 contains 95048 members 
Mstep: Class 8 contains 107828 members 
Mstep: Class 9 contains 75325 members 
Mstep: Class 10 contains 40715 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 196566 members 
Mstep: Class 14 contains 108678 members 
Mstep: Class 15 contains 155749 members 
Mstep: Class 16 contains 189212 members 
Mstep: Class 17 contains 173256 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 61010 members 
Entering Unmasked Estep 
Score: -87096424.000000 Penalty: 13071.056641
Splitting cluster 5 changes total score from -86990464.000000 to -87096424.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (39540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Entering Unmasked Estep 
Score: -2243212.250000 Penalty: 481.620575
	Iteration 0F: 2 clusters Score -2243212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2216666.750000 Penalty: 963.241150
	Iteration 0F: 3 clusters Score -2216667 nChanged 19112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2228417.000000 Penalty: 963.241150
	Iteration 1F: 3 clusters Score -2228417 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2229263.750000 Penalty: 963.241150
	Iteration 2Q: 3 clusters Score -2229264 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2230537.250000 Penalty: 963.241150
	Iteration 3F: 3 clusters Score -2230537 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -2232365.000000 Penalty: 963.241150
	Iteration 4F: 3 clusters Score -2232365 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -2234536.500000 Penalty: 963.241150
	Iteration 5F: 3 clusters Score -2234536 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -2236583.500000 Penalty: 963.241150
	Iteration 6F: 3 clusters Score -2236584 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -2238203.500000 Penalty: 963.241150
	Iteration 7F: 3 clusters Score -2238204 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -2239397.750000 Penalty: 963.241150
	Iteration 8Q: 3 clusters Score -2239398 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -2240143.000000 Penalty: 963.241150
	Iteration 9Q: 3 clusters Score -2240143 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -2240556.750000 Penalty: 963.241150
	Iteration 10Q: 3 clusters Score -2240557 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -2240831.250000 Penalty: 963.241150
	Iteration 11Q: 3 clusters Score -2240831 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -2241050.750000 Penalty: 963.241150
	Iteration 12Q: 3 clusters Score -2241051 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -2241254.250000 Penalty: 963.241150
	Iteration 13Q: 3 clusters Score -2241254 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -2241452.000000 Penalty: 963.241150
	Iteration 14Q: 3 clusters Score -2241452 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -2241624.500000 Penalty: 963.241150
	Iteration 15Q: 3 clusters Score -2241624 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -2241773.250000 Penalty: 963.241150
	Iteration 16Q: 3 clusters Score -2241773 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -2241903.250000 Penalty: 963.241150
	Iteration 17Q: 3 clusters Score -2241903 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -2242026.000000 Penalty: 963.241150
	Iteration 18Q: 3 clusters Score -2242026 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -2242137.000000 Penalty: 963.241150
	Iteration 19Q: 3 clusters Score -2242137 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -2242222.250000 Penalty: 963.241150
	Iteration 20F: 3 clusters Score -2242222 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -2242314.750000 Penalty: 963.241150
	Iteration 21Q: 3 clusters Score -2242315 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -2242385.250000 Penalty: 963.241150
	Iteration 22Q: 3 clusters Score -2242385 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -2242439.250000 Penalty: 963.241150
	Iteration 23Q: 3 clusters Score -2242439 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -2242483.750000 Penalty: 963.241150
	Iteration 24Q: 3 clusters Score -2242484 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -2242530.000000 Penalty: 963.241150
	Iteration 25Q: 3 clusters Score -2242530 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -2242586.000000 Penalty: 963.241150
	Iteration 26Q: 3 clusters Score -2242586 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -2242623.000000 Penalty: 963.241150
	Iteration 27Q: 3 clusters Score -2242623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -2242646.500000 Penalty: 963.241150
	Iteration 28Q: 3 clusters Score -2242646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -2242661.500000 Penalty: 963.241150
	Iteration 29Q: 3 clusters Score -2242662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -2242674.250000 Penalty: 963.241150
	Iteration 30Q: 3 clusters Score -2242674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -2242691.250000 Penalty: 963.241150
	Iteration 31Q: 3 clusters Score -2242691 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -2242702.500000 Penalty: 963.241150
	Iteration 32Q: 3 clusters Score -2242702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -2242708.500000 Penalty: 963.241150
	Iteration 33Q: 3 clusters Score -2242708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -2242715.000000 Penalty: 963.241150
	Iteration 34Q: 3 clusters Score -2242715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -2242718.500000 Penalty: 963.241150
	Iteration 35Q: 3 clusters Score -2242718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -2242726.500000 Penalty: 963.241150
	Iteration 36Q: 3 clusters Score -2242726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -2242736.500000 Penalty: 963.241150
	Iteration 37Q: 3 clusters Score -2242736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -2242741.250000 Penalty: 963.241150
	Iteration 38Q: 3 clusters Score -2242741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -2242744.500000 Penalty: 963.241150
	Iteration 39Q: 3 clusters Score -2242744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -2242748.750000 Penalty: 963.241150
	Iteration 40F: 3 clusters Score -2242749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -2242752.000000 Penalty: 963.241150
	Iteration 41Q: 3 clusters Score -2242752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -2242754.000000 Penalty: 963.241150
	Iteration 42Q: 3 clusters Score -2242754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -2242759.500000 Penalty: 963.241150
	Iteration 43Q: 3 clusters Score -2242760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -2242760.500000 Penalty: 963.241150
	Iteration 44Q: 3 clusters Score -2242760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -2242764.250000 Penalty: 963.241150
	Iteration 45Q: 3 clusters Score -2242764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -2242765.500000 Penalty: 963.241150
	Iteration 46Q: 3 clusters Score -2242766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -2242769.500000 Penalty: 963.241150
	Iteration 47Q: 3 clusters Score -2242770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -2242768.500000 Penalty: 963.241150
	Iteration 48Q: 3 clusters Score -2242768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -2242770.250000 Penalty: 963.241150
	Iteration 49Q: 3 clusters Score -2242770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -2242768.500000 Penalty: 963.241150
	Iteration 50Q: 3 clusters Score -2242768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -2242770.250000 Penalty: 963.241150
	Iteration 51Q: 3 clusters Score -2242770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -2242770.000000 Penalty: 963.241150
	Iteration 52Q: 3 clusters Score -2242770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -2242773.000000 Penalty: 963.241150
	Iteration 53Q: 3 clusters Score -2242773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -2242773.500000 Penalty: 963.241150
	Iteration 54Q: 3 clusters Score -2242774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -2242776.750000 Penalty: 963.241150
	Iteration 55Q: 3 clusters Score -2242777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -2242778.750000 Penalty: 963.241150
	Iteration 56Q: 3 clusters Score -2242779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -2242779.750000 Penalty: 963.241150
	Iteration 57Q: 3 clusters Score -2242780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -2242780.500000 Penalty: 963.241150
	Iteration 58Q: 3 clusters Score -2242780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -2242780.500000 Penalty: 963.241150
	Iteration 59F: 3 clusters Score -2242780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107828 members 
Entering Unmasked Estep 
Score: -5758111.500000 Penalty: 527.267334
	Iteration 0F: 2 clusters Score -5758112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -5688032.500000 Penalty: 1054.534668
	Iteration 0F: 3 clusters Score -5688032 nChanged 52700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -5719980.000000 Penalty: 1054.534668
	Iteration 1F: 3 clusters Score -5719980 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -5722775.000000 Penalty: 1054.534668
	Iteration 2F: 3 clusters Score -5722775 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -5728083.500000 Penalty: 1054.534668
	Iteration 3F: 3 clusters Score -5728084 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -5737278.500000 Penalty: 1054.534668
	Iteration 4F: 3 clusters Score -5737278 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 90917 members 
Entering Unmasked Estep 
Score: -5748493.000000 Penalty: 1054.534668
	Iteration 5F: 3 clusters Score -5748493 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -5757174.000000 Penalty: 1054.534668
	Iteration 6F: 3 clusters Score -5757174 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 99826 members 
Entering Unmasked Estep 
Score: -5761081.000000 Penalty: 1054.534668
	Iteration 7Q: 3 clusters Score -5761081 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 100773 members 
Entering Unmasked Estep 
Score: -5762292.000000 Penalty: 1054.534668
	Iteration 8Q: 3 clusters Score -5762292 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -5762584.500000 Penalty: 1054.534668
	Iteration 9Q: 3 clusters Score -5762584 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 101564 members 
Entering Unmasked Estep 
Score: -5762711.000000 Penalty: 1054.534668
	Iteration 10Q: 3 clusters Score -5762711 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -5762712.500000 Penalty: 1054.534668
	Iteration 11Q: 3 clusters Score -5762712 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 102095 members 
Entering Unmasked Estep 
Score: -5762708.000000 Penalty: 1054.534668
	Iteration 12Q: 3 clusters Score -5762708 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 102278 members 
Entering Unmasked Estep 
Score: -5762704.000000 Penalty: 1054.534668
	Iteration 13Q: 3 clusters Score -5762704 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 102421 members 
Entering Unmasked Estep 
Score: -5762671.500000 Penalty: 1054.534668
	Iteration 14Q: 3 clusters Score -5762672 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -5762641.500000 Penalty: 1054.534668
	Iteration 15Q: 3 clusters Score -5762642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 102600 members 
Entering Unmasked Estep 
Score: -5762637.500000 Penalty: 1054.534668
	Iteration 16Q: 3 clusters Score -5762638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 102667 members 
Entering Unmasked Estep 
Score: -5762608.500000 Penalty: 1054.534668
	Iteration 17Q: 3 clusters Score -5762608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 102723 members 
Entering Unmasked Estep 
Score: -5762604.000000 Penalty: 1054.534668
	Iteration 18Q: 3 clusters Score -5762604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -5762600.000000 Penalty: 1054.534668
	Iteration 19Q: 3 clusters Score -5762600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -5762570.500000 Penalty: 1054.534668
	Iteration 20F: 3 clusters Score -5762570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 102883 members 
Entering Unmasked Estep 
Score: -5762566.500000 Penalty: 1054.534668
	Iteration 21Q: 3 clusters Score -5762566 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 102926 members 
Entering Unmasked Estep 
Score: -5762551.500000 Penalty: 1054.534668
	Iteration 22Q: 3 clusters Score -5762552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -5762541.000000 Penalty: 1054.534668
	Iteration 23Q: 3 clusters Score -5762541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 102996 members 
Entering Unmasked Estep 
Score: -5762541.000000 Penalty: 1054.534668
	Iteration 24Q: 3 clusters Score -5762541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 103025 members 
Entering Unmasked Estep 
Score: -5762533.000000 Penalty: 1054.534668
	Iteration 25Q: 3 clusters Score -5762533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 103051 members 
Entering Unmasked Estep 
Score: -5762521.000000 Penalty: 1054.534668
	Iteration 26Q: 3 clusters Score -5762521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 103083 members 
Entering Unmasked Estep 
Score: -5762509.500000 Penalty: 1054.534668
	Iteration 27Q: 3 clusters Score -5762510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 103105 members 
Entering Unmasked Estep 
Score: -5762499.500000 Penalty: 1054.534668
	Iteration 28Q: 3 clusters Score -5762500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 103117 members 
Entering Unmasked Estep 
Score: -5762502.500000 Penalty: 1054.534668
	Iteration 29Q: 3 clusters Score -5762502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 103128 members 
Entering Unmasked Estep 
Score: -5762508.000000 Penalty: 1054.534668
	Iteration 30Q: 3 clusters Score -5762508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 103136 members 
Entering Unmasked Estep 
Score: -5762496.500000 Penalty: 1054.534668
	Iteration 31Q: 3 clusters Score -5762496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -5762502.000000 Penalty: 1054.534668
	Iteration 32Q: 3 clusters Score -5762502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
Score: -5762495.500000 Penalty: 1054.534668
	Iteration 33Q: 3 clusters Score -5762496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 103174 members 
Entering Unmasked Estep 
Score: -5762491.500000 Penalty: 1054.534668
	Iteration 34Q: 3 clusters Score -5762492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 103197 members 
Entering Unmasked Estep 
Score: -5762498.000000 Penalty: 1054.534668
	Iteration 35Q: 3 clusters Score -5762498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 103213 members 
Entering Unmasked Estep 
Score: -5762493.000000 Penalty: 1054.534668
	Iteration 36Q: 3 clusters Score -5762493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 103228 members 
Entering Unmasked Estep 
Score: -5762491.000000 Penalty: 1054.534668
	Iteration 37Q: 3 clusters Score -5762491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -5762488.000000 Penalty: 1054.534668
	Iteration 38Q: 3 clusters Score -5762488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -5762488.500000 Penalty: 1054.534668
	Iteration 39Q: 3 clusters Score -5762488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 103258 members 
Entering Unmasked Estep 
Score: -5762477.500000 Penalty: 1054.534668
	Iteration 40F: 3 clusters Score -5762478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 103267 members 
Entering Unmasked Estep 
Score: -5762476.500000 Penalty: 1054.534668
	Iteration 41Q: 3 clusters Score -5762476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 103278 members 
Entering Unmasked Estep 
Score: -5762466.500000 Penalty: 1054.534668
	Iteration 42Q: 3 clusters Score -5762466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 103284 members 
Entering Unmasked Estep 
Score: -5762465.000000 Penalty: 1054.534668
	Iteration 43Q: 3 clusters Score -5762465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 103289 members 
Entering Unmasked Estep 
Score: -5762463.500000 Penalty: 1054.534668
	Iteration 44Q: 3 clusters Score -5762464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 103294 members 
Entering Unmasked Estep 
Score: -5762460.500000 Penalty: 1054.534668
	Iteration 45Q: 3 clusters Score -5762460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 103295 members 
Entering Unmasked Estep 
Score: -5762462.500000 Penalty: 1054.534668
	Iteration 46Q: 3 clusters Score -5762462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -5762462.500000 Penalty: 1054.534668
	Iteration 47Q: 3 clusters Score -5762462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -5762462.500000 Penalty: 1054.534668
	Iteration 48F: 3 clusters Score -5762462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 118089 members 
Mstep: Class 3 contains 138859 members 
Mstep: Class 4 contains 158210 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 39540 members 
Mstep: Class 7 contains 95048 members 
Mstep: Class 8 contains 4532 members 
Mstep: Class 9 contains 75325 members 
Mstep: Class 10 contains 40715 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 196566 members 
Mstep: Class 14 contains 108678 members 
Mstep: Class 15 contains 155749 members 
Mstep: Class 16 contains 189212 members 
Mstep: Class 17 contains 173256 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 61010 members 
Mstep: Class 21 contains 103296 members 
Entering Unmasked Estep 
Score: -87101664.000000 Penalty: 13724.609375
Splitting cluster 8 changes total score from -86990464.000000 to -87101664.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (40715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Entering Unmasked Estep 
Score: -2190045.250000 Penalty: 482.953033
	Iteration 0F: 2 clusters Score -2190045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2163058.750000 Penalty: 965.906067
	Iteration 0F: 3 clusters Score -2163059 nChanged 19466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2175001.750000 Penalty: 965.906067
	Iteration 1F: 3 clusters Score -2175002 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2176287.500000 Penalty: 965.906067
	Iteration 2F: 3 clusters Score -2176288 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2178283.500000 Penalty: 965.906067
	Iteration 3F: 3 clusters Score -2178284 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2180941.000000 Penalty: 965.906067
	Iteration 4F: 3 clusters Score -2180941 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2183827.500000 Penalty: 965.906067
	Iteration 5F: 3 clusters Score -2183828 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2186197.000000 Penalty: 965.906067
	Iteration 6F: 3 clusters Score -2186197 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2187818.000000 Penalty: 965.906067
	Iteration 7Q: 3 clusters Score -2187818 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2188689.750000 Penalty: 965.906067
	Iteration 8Q: 3 clusters Score -2188690 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2189038.750000 Penalty: 965.906067
	Iteration 9Q: 3 clusters Score -2189039 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2189241.750000 Penalty: 965.906067
	Iteration 10Q: 3 clusters Score -2189242 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2189392.750000 Penalty: 965.906067
	Iteration 11Q: 3 clusters Score -2189393 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2189516.000000 Penalty: 965.906067
	Iteration 12Q: 3 clusters Score -2189516 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2189619.500000 Penalty: 965.906067
	Iteration 13Q: 3 clusters Score -2189620 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2189710.750000 Penalty: 965.906067
	Iteration 14Q: 3 clusters Score -2189711 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2189771.750000 Penalty: 965.906067
	Iteration 15Q: 3 clusters Score -2189772 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2189823.000000 Penalty: 965.906067
	Iteration 16Q: 3 clusters Score -2189823 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2189868.750000 Penalty: 965.906067
	Iteration 17Q: 3 clusters Score -2189869 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2189905.250000 Penalty: 965.906067
	Iteration 18Q: 3 clusters Score -2189905 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2189934.000000 Penalty: 965.906067
	Iteration 19Q: 3 clusters Score -2189934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2189958.250000 Penalty: 965.906067
	Iteration 20F: 3 clusters Score -2189958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2189971.250000 Penalty: 965.906067
	Iteration 21Q: 3 clusters Score -2189971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2189972.750000 Penalty: 965.906067
	Iteration 22Q: 3 clusters Score -2189973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2189982.500000 Penalty: 965.906067
	Iteration 23Q: 3 clusters Score -2189982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2189987.750000 Penalty: 965.906067
	Iteration 24Q: 3 clusters Score -2189988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2190000.750000 Penalty: 965.906067
	Iteration 25Q: 3 clusters Score -2190001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2190009.500000 Penalty: 965.906067
	Iteration 26Q: 3 clusters Score -2190010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2190019.000000 Penalty: 965.906067
	Iteration 27Q: 3 clusters Score -2190019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2190022.500000 Penalty: 965.906067
	Iteration 28Q: 3 clusters Score -2190022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2190023.000000 Penalty: 965.906067
	Iteration 29Q: 3 clusters Score -2190023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2190023.500000 Penalty: 965.906067
	Iteration 30Q: 3 clusters Score -2190024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2190029.500000 Penalty: 965.906067
	Iteration 31Q: 3 clusters Score -2190030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2190033.000000 Penalty: 965.906067
	Iteration 32Q: 3 clusters Score -2190033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2190041.750000 Penalty: 965.906067
	Iteration 33Q: 3 clusters Score -2190042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2190049.250000 Penalty: 965.906067
	Iteration 34Q: 3 clusters Score -2190049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2190055.750000 Penalty: 965.906067
	Iteration 35Q: 3 clusters Score -2190056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2190056.250000 Penalty: 965.906067
	Iteration 36Q: 3 clusters Score -2190056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2190062.750000 Penalty: 965.906067
	Iteration 37Q: 3 clusters Score -2190063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2190068.250000 Penalty: 965.906067
	Iteration 38Q: 3 clusters Score -2190068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2190070.750000 Penalty: 965.906067
	Iteration 39Q: 3 clusters Score -2190071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2190074.250000 Penalty: 965.906067
	Iteration 40F: 3 clusters Score -2190074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2190076.000000 Penalty: 965.906067
	Iteration 41Q: 3 clusters Score -2190076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2190075.000000 Penalty: 965.906067
	Iteration 42Q: 3 clusters Score -2190075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2190075.000000 Penalty: 965.906067
	Iteration 43F: 3 clusters Score -2190075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 118089 members 
Mstep: Class 3 contains 138859 members 
Mstep: Class 4 contains 158210 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 39540 members 
Mstep: Class 7 contains 95048 members 
Mstep: Class 8 contains 4532 members 
Mstep: Class 9 contains 75325 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 196566 members 
Mstep: Class 14 contains 108678 members 
Mstep: Class 15 contains 155749 members 
Mstep: Class 16 contains 189212 members 
Mstep: Class 17 contains 173256 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 61010 members 
Mstep: Class 21 contains 103296 members 
Mstep: Class 22 contains 711 members 
Entering Unmasked Estep 
Score: -87101624.000000 Penalty: 14378.162109
Splitting cluster 10 changes total score from -86990464.000000 to -87101624.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -49940.878906 Penalty: 306.532013
	Iteration 0F: 2 clusters Score -49940.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -49206.644531 Penalty: 613.064026
	Iteration 0F: 3 clusters Score -49206.64 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49383.769531 Penalty: 613.064026
	Iteration 1F: 3 clusters Score -49383.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -49409.160156 Penalty: 613.064026
	Iteration 2F: 3 clusters Score -49409.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49433.492188 Penalty: 613.064026
	Iteration 3Q: 3 clusters Score -49433.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -49451.195312 Penalty: 613.064026
	Iteration 4Q: 3 clusters Score -49451.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49465.652344 Penalty: 613.064026
	Iteration 5Q: 3 clusters Score -49465.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49479.875000 Penalty: 613.064026
	Iteration 6Q: 3 clusters Score -49479.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49493.867188 Penalty: 613.064026
	Iteration 7Q: 3 clusters Score -49493.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49511.605469 Penalty: 613.064026
	Iteration 8Q: 3 clusters Score -49511.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49529.281250 Penalty: 613.064026
	Iteration 9Q: 3 clusters Score -49529.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49541.761719 Penalty: 613.064026
	Iteration 10Q: 3 clusters Score -49541.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49553.890625 Penalty: 613.064026
	Iteration 11Q: 3 clusters Score -49553.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49565.070312 Penalty: 613.064026
	Iteration 12Q: 3 clusters Score -49565.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49582.066406 Penalty: 613.064026
	Iteration 13Q: 3 clusters Score -49582.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49594.488281 Penalty: 613.064026
	Iteration 14Q: 3 clusters Score -49594.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49606.312500 Penalty: 613.064026
	Iteration 15Q: 3 clusters Score -49606.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49617.050781 Penalty: 613.064026
	Iteration 16Q: 3 clusters Score -49617.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49624.390625 Penalty: 613.064026
	Iteration 17Q: 3 clusters Score -49624.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49629.566406 Penalty: 613.064026
	Iteration 18Q: 3 clusters Score -49629.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -49633.226562 Penalty: 613.064026
	Iteration 19Q: 3 clusters Score -49633.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49640.578125 Penalty: 613.064026
	Iteration 20F: 3 clusters Score -49640.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -49649.675781 Penalty: 613.064026
	Iteration 21Q: 3 clusters Score -49649.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49653.687500 Penalty: 613.064026
	Iteration 22Q: 3 clusters Score -49653.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -49655.277344 Penalty: 613.064026
	Iteration 23Q: 3 clusters Score -49655.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -49655.277344 Penalty: 613.064026
	Iteration 24F: 3 clusters Score -49655.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Entering Unmasked Estep 
Score: -760439.875000 Penalty: 433.981750
	Iteration 0F: 2 clusters Score -760439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -751044.687500 Penalty: 867.963501
	Iteration 0F: 3 clusters Score -751044.7 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -754851.062500 Penalty: 867.963501
	Iteration 1F: 3 clusters Score -754851.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -755097.375000 Penalty: 867.963501
	Iteration 2Q: 3 clusters Score -755097.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -755404.875000 Penalty: 867.963501
	Iteration 3Q: 3 clusters Score -755404.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -755766.187500 Penalty: 867.963501
	Iteration 4F: 3 clusters Score -755766.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -756203.937500 Penalty: 867.963501
	Iteration 5F: 3 clusters Score -756203.9 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -756773.062500 Penalty: 867.963501
	Iteration 6F: 3 clusters Score -756773.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -757387.250000 Penalty: 867.963501
	Iteration 7F: 3 clusters Score -757387.2 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -757912.125000 Penalty: 867.963501
	Iteration 8F: 3 clusters Score -757912.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -758326.125000 Penalty: 867.963501
	Iteration 9Q: 3 clusters Score -758326.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -758623.625000 Penalty: 867.963501
	Iteration 10Q: 3 clusters Score -758623.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -758822.312500 Penalty: 867.963501
	Iteration 11Q: 3 clusters Score -758822.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -758953.437500 Penalty: 867.963501
	Iteration 12Q: 3 clusters Score -758953.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -759076.500000 Penalty: 867.963501
	Iteration 13Q: 3 clusters Score -759076.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -759180.312500 Penalty: 867.963501
	Iteration 14Q: 3 clusters Score -759180.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -759278.062500 Penalty: 867.963501
	Iteration 15Q: 3 clusters Score -759278.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -759364.812500 Penalty: 867.963501
	Iteration 16Q: 3 clusters Score -759364.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -759465.125000 Penalty: 867.963501
	Iteration 17Q: 3 clusters Score -759465.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -759565.750000 Penalty: 867.963501
	Iteration 18Q: 3 clusters Score -759565.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -759672.812500 Penalty: 867.963501
	Iteration 19Q: 3 clusters Score -759672.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -759753.562500 Penalty: 867.963501
	Iteration 20F: 3 clusters Score -759753.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -759804.125000 Penalty: 867.963501
	Iteration 21Q: 3 clusters Score -759804.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -759846.875000 Penalty: 867.963501
	Iteration 22Q: 3 clusters Score -759846.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -759896.812500 Penalty: 867.963501
	Iteration 23Q: 3 clusters Score -759896.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -759948.750000 Penalty: 867.963501
	Iteration 24Q: 3 clusters Score -759948.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -759988.750000 Penalty: 867.963501
	Iteration 25Q: 3 clusters Score -759988.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -760012.875000 Penalty: 867.963501
	Iteration 26Q: 3 clusters Score -760012.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -760033.375000 Penalty: 867.963501
	Iteration 27Q: 3 clusters Score -760033.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -760046.062500 Penalty: 867.963501
	Iteration 28Q: 3 clusters Score -760046.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -760058.187500 Penalty: 867.963501
	Iteration 29Q: 3 clusters Score -760058.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -760065.812500 Penalty: 867.963501
	Iteration 30Q: 3 clusters Score -760065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -760073.750000 Penalty: 867.963501
	Iteration 31Q: 3 clusters Score -760073.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -760080.875000 Penalty: 867.963501
	Iteration 32Q: 3 clusters Score -760080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -760086.687500 Penalty: 867.963501
	Iteration 33Q: 3 clusters Score -760086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -760087.125000 Penalty: 867.963501
	Iteration 34Q: 3 clusters Score -760087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -760087.625000 Penalty: 867.963501
	Iteration 35Q: 3 clusters Score -760087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -760087.625000 Penalty: 867.963501
	Iteration 36F: 3 clusters Score -760087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (196566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196566 members 
Entering Unmasked Estep 
Score: -9764456.000000 Penalty: 554.588257
	Iteration 0F: 2 clusters Score -9764456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
Score: -9637479.000000 Penalty: 1109.176514
	Iteration 0F: 3 clusters Score -9637479 nChanged 96815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104111 members 
Mstep: Class 2 contains 92455 members 
Entering Unmasked Estep 
Score: -9696259.000000 Penalty: 1109.176514
	Iteration 1F: 3 clusters Score -9696259 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105341 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -9703789.000000 Penalty: 1109.176514
	Iteration 2F: 3 clusters Score -9703789 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104303 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -9717782.000000 Penalty: 1109.176514
	Iteration 3F: 3 clusters Score -9717782 nChanged 17439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100088 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -9734240.000000 Penalty: 1109.176514
	Iteration 4F: 3 clusters Score -9734240 nChanged 17554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 101882 members 
Entering Unmasked Estep 
Score: -9746278.000000 Penalty: 1109.176514
	Iteration 5F: 3 clusters Score -9746278 nChanged 14004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -9752815.000000 Penalty: 1109.176514
	Iteration 6F: 3 clusters Score -9752815 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 110470 members 
Entering Unmasked Estep 
Score: -9756118.000000 Penalty: 1109.176514
	Iteration 7F: 3 clusters Score -9756118 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 113842 members 
Entering Unmasked Estep 
Score: -9758108.000000 Penalty: 1109.176514
	Iteration 8Q: 3 clusters Score -9758108 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 116919 members 
Entering Unmasked Estep 
Score: -9759590.000000 Penalty: 1109.176514
	Iteration 9Q: 3 clusters Score -9759590 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -9760852.000000 Penalty: 1109.176514
	Iteration 10Q: 3 clusters Score -9760852 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 123113 members 
Entering Unmasked Estep 
Score: -9762234.000000 Penalty: 1109.176514
	Iteration 11Q: 3 clusters Score -9762234 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 126178 members 
Entering Unmasked Estep 
Score: -9763605.000000 Penalty: 1109.176514
	Iteration 12Q: 3 clusters Score -9763605 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 129222 members 
Entering Unmasked Estep 
Score: -9764771.000000 Penalty: 1109.176514
	Iteration 13Q: 3 clusters Score -9764771 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 132092 members 
Entering Unmasked Estep 
Score: -9765802.000000 Penalty: 1109.176514
	Iteration 14Q: 3 clusters Score -9765802 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 135061 members 
Entering Unmasked Estep 
Score: -9767049.000000 Penalty: 1109.176514
	Iteration 15Q: 3 clusters Score -9767049 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 138102 members 
Entering Unmasked Estep 
Score: -9768198.000000 Penalty: 1109.176514
	Iteration 16Q: 3 clusters Score -9768198 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 141157 members 
Entering Unmasked Estep 
Score: -9769429.000000 Penalty: 1109.176514
	Iteration 17Q: 3 clusters Score -9769429 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 144300 members 
Entering Unmasked Estep 
Score: -9770710.000000 Penalty: 1109.176514
	Iteration 18Q: 3 clusters Score -9770710 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 147489 members 
Entering Unmasked Estep 
Score: -9772612.000000 Penalty: 1109.176514
	Iteration 19Q: 3 clusters Score -9772612 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 150916 members 
Entering Unmasked Estep 
Score: -9774885.000000 Penalty: 1109.176514
	Iteration 20F: 3 clusters Score -9774885 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -9776968.000000 Penalty: 1109.176514
	Iteration 21Q: 3 clusters Score -9776968 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -9778896.000000 Penalty: 1109.176514
	Iteration 22Q: 3 clusters Score -9778896 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 162726 members 
Entering Unmasked Estep 
Score: -9780598.000000 Penalty: 1109.176514
	Iteration 23Q: 3 clusters Score -9780598 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 166907 members 
Entering Unmasked Estep 
Score: -9781918.000000 Penalty: 1109.176514
	Iteration 24Q: 3 clusters Score -9781918 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 170824 members 
Entering Unmasked Estep 
Score: -9782944.000000 Penalty: 1109.176514
	Iteration 25Q: 3 clusters Score -9782944 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 174353 members 
Entering Unmasked Estep 
Score: -9783788.000000 Penalty: 1109.176514
	Iteration 26Q: 3 clusters Score -9783788 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 177331 members 
Entering Unmasked Estep 
Score: -9784068.000000 Penalty: 1109.176514
	Iteration 27Q: 3 clusters Score -9784068 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 179623 members 
Entering Unmasked Estep 
Score: -9784282.000000 Penalty: 1109.176514
	Iteration 28Q: 3 clusters Score -9784282 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 181197 members 
Entering Unmasked Estep 
Score: -9784299.000000 Penalty: 1109.176514
	Iteration 29Q: 3 clusters Score -9784299 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 182216 members 
Entering Unmasked Estep 
Score: -9784294.000000 Penalty: 1109.176514
	Iteration 30Q: 3 clusters Score -9784294 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 182900 members 
Entering Unmasked Estep 
Score: -9784260.000000 Penalty: 1109.176514
	Iteration 31Q: 3 clusters Score -9784260 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 183354 members 
Entering Unmasked Estep 
Score: -9784304.000000 Penalty: 1109.176514
	Iteration 32Q: 3 clusters Score -9784304 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 183692 members 
Entering Unmasked Estep 
Score: -9784352.000000 Penalty: 1109.176514
	Iteration 33Q: 3 clusters Score -9784352 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 183935 members 
Entering Unmasked Estep 
Score: -9784405.000000 Penalty: 1109.176514
	Iteration 34Q: 3 clusters Score -9784405 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 184153 members 
Entering Unmasked Estep 
Score: -9784455.000000 Penalty: 1109.176514
	Iteration 35Q: 3 clusters Score -9784455 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 184330 members 
Entering Unmasked Estep 
Score: -9784538.000000 Penalty: 1109.176514
	Iteration 36Q: 3 clusters Score -9784538 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 184477 members 
Entering Unmasked Estep 
Score: -9784640.000000 Penalty: 1109.176514
	Iteration 37Q: 3 clusters Score -9784640 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 184610 members 
Entering Unmasked Estep 
Score: -9784719.000000 Penalty: 1109.176514
	Iteration 38Q: 3 clusters Score -9784719 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -9784761.000000 Penalty: 1109.176514
	Iteration 39Q: 3 clusters Score -9784761 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 184849 members 
Entering Unmasked Estep 
Score: -9785190.000000 Penalty: 1109.176514
	Iteration 40F: 3 clusters Score -9785190 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 185727 members 
Entering Unmasked Estep 
Score: -9785021.000000 Penalty: 1109.176514
	Iteration 41Q: 3 clusters Score -9785021 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 186385 members 
Entering Unmasked Estep 
Score: -9784838.000000 Penalty: 1109.176514
	Iteration 42Q: 3 clusters Score -9784838 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 186874 members 
Entering Unmasked Estep 
Score: -9784738.000000 Penalty: 1109.176514
	Iteration 43Q: 3 clusters Score -9784738 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 187235 members 
Entering Unmasked Estep 
Score: -9784701.000000 Penalty: 1109.176514
	Iteration 44Q: 3 clusters Score -9784701 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 187521 members 
Entering Unmasked Estep 
Score: -9784686.000000 Penalty: 1109.176514
	Iteration 45Q: 3 clusters Score -9784686 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 187756 members 
Entering Unmasked Estep 
Score: -9784678.000000 Penalty: 1109.176514
	Iteration 46Q: 3 clusters Score -9784678 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 187934 members 
Entering Unmasked Estep 
Score: -9784647.000000 Penalty: 1109.176514
	Iteration 47Q: 3 clusters Score -9784647 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 188065 members 
Entering Unmasked Estep 
Score: -9784629.000000 Penalty: 1109.176514
	Iteration 48Q: 3 clusters Score -9784629 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 188160 members 
Entering Unmasked Estep 
Score: -9784610.000000 Penalty: 1109.176514
	Iteration 49Q: 3 clusters Score -9784610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 188242 members 
Entering Unmasked Estep 
Score: -9784583.000000 Penalty: 1109.176514
	Iteration 50Q: 3 clusters Score -9784583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 188298 members 
Entering Unmasked Estep 
Score: -9784560.000000 Penalty: 1109.176514
	Iteration 51Q: 3 clusters Score -9784560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 188353 members 
Entering Unmasked Estep 
Score: -9784572.000000 Penalty: 1109.176514
	Iteration 52Q: 3 clusters Score -9784572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 188396 members 
Entering Unmasked Estep 
Score: -9784546.000000 Penalty: 1109.176514
	Iteration 53Q: 3 clusters Score -9784546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 188427 members 
Entering Unmasked Estep 
Score: -9784529.000000 Penalty: 1109.176514
	Iteration 54Q: 3 clusters Score -9784529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 188460 members 
Entering Unmasked Estep 
Score: -9784538.000000 Penalty: 1109.176514
	Iteration 55Q: 3 clusters Score -9784538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 188494 members 
Entering Unmasked Estep 
Score: -9784509.000000 Penalty: 1109.176514
	Iteration 56Q: 3 clusters Score -9784509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 188512 members 
Entering Unmasked Estep 
Score: -9784505.000000 Penalty: 1109.176514
	Iteration 57Q: 3 clusters Score -9784505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 188534 members 
Entering Unmasked Estep 
Score: -9784493.000000 Penalty: 1109.176514
	Iteration 58Q: 3 clusters Score -9784493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 188550 members 
Entering Unmasked Estep 
Score: -9784481.000000 Penalty: 1109.176514
	Iteration 59Q: 3 clusters Score -9784481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 188565 members 
Entering Unmasked Estep 
Score: -9784480.000000 Penalty: 1109.176514
	Iteration 60F: 3 clusters Score -9784480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 188575 members 
Entering Unmasked Estep 
Score: -9784478.000000 Penalty: 1109.176514
	Iteration 61Q: 3 clusters Score -9784478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 188584 members 
Entering Unmasked Estep 
Score: -9784480.000000 Penalty: 1109.176514
	Iteration 62Q: 3 clusters Score -9784480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 188588 members 
Entering Unmasked Estep 
Score: -9784474.000000 Penalty: 1109.176514
	Iteration 63Q: 3 clusters Score -9784474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 188592 members 
Entering Unmasked Estep 
Score: -9784470.000000 Penalty: 1109.176514
	Iteration 64Q: 3 clusters Score -9784470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 188596 members 
Entering Unmasked Estep 
Score: -9784472.000000 Penalty: 1109.176514
	Iteration 65Q: 3 clusters Score -9784472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 188601 members 
Entering Unmasked Estep 
Score: -9784475.000000 Penalty: 1109.176514
	Iteration 66Q: 3 clusters Score -9784475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 188608 members 
Entering Unmasked Estep 
Score: -9784469.000000 Penalty: 1109.176514
	Iteration 67Q: 3 clusters Score -9784469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 188616 members 
Entering Unmasked Estep 
Score: -9784459.000000 Penalty: 1109.176514
	Iteration 68Q: 3 clusters Score -9784459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 188621 members 
Entering Unmasked Estep 
Score: -9784451.000000 Penalty: 1109.176514
	Iteration 69Q: 3 clusters Score -9784451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 188625 members 
Entering Unmasked Estep 
Score: -9784456.000000 Penalty: 1109.176514
	Iteration 70Q: 3 clusters Score -9784456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 188627 members 
Entering Unmasked Estep 
Score: -9784456.000000 Penalty: 1109.176514
	Iteration 71Q: 3 clusters Score -9784456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 188628 members 
Entering Unmasked Estep 
Score: -9784455.000000 Penalty: 1109.176514
	Iteration 72Q: 3 clusters Score -9784455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 188629 members 
Entering Unmasked Estep 
Score: -9784448.000000 Penalty: 1109.176514
	Iteration 73Q: 3 clusters Score -9784448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 188630 members 
Entering Unmasked Estep 
Score: -9784448.000000 Penalty: 1109.176514
	Iteration 74Q: 3 clusters Score -9784448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 188630 members 
Entering Unmasked Estep 
Score: -9784448.000000 Penalty: 1109.176514
	Iteration 75F: 3 clusters Score -9784448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 118089 members 
Mstep: Class 3 contains 138859 members 
Mstep: Class 4 contains 158210 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 39540 members 
Mstep: Class 7 contains 95048 members 
Mstep: Class 8 contains 4532 members 
Mstep: Class 9 contains 75325 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 7936 members 
Mstep: Class 14 contains 108678 members 
Mstep: Class 15 contains 155749 members 
Mstep: Class 16 contains 189212 members 
Mstep: Class 17 contains 173256 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 61010 members 
Mstep: Class 21 contains 103296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 188630 members 
Entering Unmasked Estep 
Score: -87119960.000000 Penalty: 15031.714844
Splitting cluster 13 changes total score from -86990464.000000 to -87119960.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (108678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Entering Unmasked Estep 
Score: -5798271.500000 Penalty: 527.624573
	Iteration 0F: 2 clusters Score -5798272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -5729286.000000 Penalty: 1055.249146
	Iteration 0F: 3 clusters Score -5729286 nChanged 53254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -5763715.500000 Penalty: 1055.249146
	Iteration 1F: 3 clusters Score -5763716 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -5768573.000000 Penalty: 1055.249146
	Iteration 2F: 3 clusters Score -5768573 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -5776046.000000 Penalty: 1055.249146
	Iteration 3F: 3 clusters Score -5776046 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -5783868.000000 Penalty: 1055.249146
	Iteration 4F: 3 clusters Score -5783868 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -5789669.000000 Penalty: 1055.249146
	Iteration 5F: 3 clusters Score -5789669 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -5792591.000000 Penalty: 1055.249146
	Iteration 6Q: 3 clusters Score -5792591 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -5793834.000000 Penalty: 1055.249146
	Iteration 7Q: 3 clusters Score -5793834 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 89092 members 
Entering Unmasked Estep 
Score: -5794520.500000 Penalty: 1055.249146
	Iteration 8Q: 3 clusters Score -5794520 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -5795189.500000 Penalty: 1055.249146
	Iteration 9Q: 3 clusters Score -5795190 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -5795706.000000 Penalty: 1055.249146
	Iteration 10Q: 3 clusters Score -5795706 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 91421 members 
Entering Unmasked Estep 
Score: -5796152.000000 Penalty: 1055.249146
	Iteration 11Q: 3 clusters Score -5796152 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -5796592.000000 Penalty: 1055.249146
	Iteration 12Q: 3 clusters Score -5796592 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -5796977.500000 Penalty: 1055.249146
	Iteration 13Q: 3 clusters Score -5796978 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -5797312.500000 Penalty: 1055.249146
	Iteration 14Q: 3 clusters Score -5797312 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 93781 members 
Entering Unmasked Estep 
Score: -5797618.500000 Penalty: 1055.249146
	Iteration 15Q: 3 clusters Score -5797618 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 94314 members 
Entering Unmasked Estep 
Score: -5797923.500000 Penalty: 1055.249146
	Iteration 16Q: 3 clusters Score -5797924 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -5798218.000000 Penalty: 1055.249146
	Iteration 17Q: 3 clusters Score -5798218 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -5798424.000000 Penalty: 1055.249146
	Iteration 18Q: 3 clusters Score -5798424 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -5798636.000000 Penalty: 1055.249146
	Iteration 19Q: 3 clusters Score -5798636 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -5798829.000000 Penalty: 1055.249146
	Iteration 20F: 3 clusters Score -5798829 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -5798961.500000 Penalty: 1055.249146
	Iteration 21Q: 3 clusters Score -5798962 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -5799037.000000 Penalty: 1055.249146
	Iteration 22Q: 3 clusters Score -5799037 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 97251 members 
Entering Unmasked Estep 
Score: -5799128.000000 Penalty: 1055.249146
	Iteration 23Q: 3 clusters Score -5799128 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -5799248.000000 Penalty: 1055.249146
	Iteration 24Q: 3 clusters Score -5799248 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 97874 members 
Entering Unmasked Estep 
Score: -5799330.500000 Penalty: 1055.249146
	Iteration 25Q: 3 clusters Score -5799330 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -5799397.000000 Penalty: 1055.249146
	Iteration 26Q: 3 clusters Score -5799397 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 98427 members 
Entering Unmasked Estep 
Score: -5799420.500000 Penalty: 1055.249146
	Iteration 27Q: 3 clusters Score -5799420 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 98677 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5799471 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 98904 members 
Entering Unmasked Estep 
Score: -5799487.500000 Penalty: 1055.249146
	Iteration 29Q: 3 clusters Score -5799488 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -5799514.000000 Penalty: 1055.249146
	Iteration 30Q: 3 clusters Score -5799514 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 99367 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5799534 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 99573 members 
Entering Unmasked Estep 
Score: -5799542.500000 Penalty: 1055.249146
	Iteration 32Q: 3 clusters Score -5799542 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -5799565.000000 Penalty: 1055.249146
	Iteration 33Q: 3 clusters Score -5799565 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -5799599.000000 Penalty: 1055.249146
	Iteration 34Q: 3 clusters Score -5799599 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -5799583.000000 Penalty: 1055.249146
	Iteration 35Q: 3 clusters Score -5799583 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -5799630.000000 Penalty: 1055.249146
	Iteration 36Q: 3 clusters Score -5799630 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -5799633.000000 Penalty: 1055.249146
	Iteration 37Q: 3 clusters Score -5799633 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -5799620.500000 Penalty: 1055.249146
	Iteration 38Q: 3 clusters Score -5799620 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 100944 members 
Entering Unmasked Estep 
Score: -5799637.000000 Penalty: 1055.249146
	Iteration 39Q: 3 clusters Score -5799637 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -5799652.000000 Penalty: 1055.249146
	Iteration 40F: 3 clusters Score -5799652 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 101357 members 
Entering Unmasked Estep 
Score: -5799656.500000 Penalty: 1055.249146
	Iteration 41Q: 3 clusters Score -5799656 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -5799653.000000 Penalty: 1055.249146
	Iteration 42Q: 3 clusters Score -5799653 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -5799652.500000 Penalty: 1055.249146
	Iteration 43Q: 3 clusters Score -5799652 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 101915 members 
Entering Unmasked Estep 
Score: -5799654.500000 Penalty: 1055.249146
	Iteration 44Q: 3 clusters Score -5799654 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 102103 members 
Entering Unmasked Estep 
Score: -5799661.500000 Penalty: 1055.249146
	Iteration 45Q: 3 clusters Score -5799662 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 102303 members 
Entering Unmasked Estep 
Score: -5799663.000000 Penalty: 1055.249146
	Iteration 46Q: 3 clusters Score -5799663 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -5799669.500000 Penalty: 1055.249146
	Iteration 47Q: 3 clusters Score -5799670 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5799654 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 102801 members 
Entering Unmasked Estep 
Score: -5799649.500000 Penalty: 1055.249146
	Iteration 49Q: 3 clusters Score -5799650 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 102928 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5799638 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -5799621.000000 Penalty: 1055.249146
	Iteration 51Q: 3 clusters Score -5799621 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 103172 members 
Entering Unmasked Estep 
Score: -5799626.500000 Penalty: 1055.249146
	Iteration 52Q: 3 clusters Score -5799626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -5799622.500000 Penalty: 1055.249146
	Iteration 53Q: 3 clusters Score -5799622 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 103403 members 
Entering Unmasked Estep 
Score: -5799632.000000 Penalty: 1055.249146
	Iteration 54Q: 3 clusters Score -5799632 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -5799621.000000 Penalty: 1055.249146
	Iteration 55Q: 3 clusters Score -5799621 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -5799626.500000 Penalty: 1055.249146
	Iteration 56Q: 3 clusters Score -5799626 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 103771 members 
Entering Unmasked Estep 
Score: -5799610.500000 Penalty: 1055.249146
	Iteration 57Q: 3 clusters Score -5799610 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 103870 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5799610 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -5799594.000000 Penalty: 1055.249146
	Iteration 59Q: 3 clusters Score -5799594 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 104086 members 
Entering Unmasked Estep 
Score: -5799580.500000 Penalty: 1055.249146
	Iteration 60F: 3 clusters Score -5799580 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 104190 members 
Entering Unmasked Estep 
Score: -5799576.000000 Penalty: 1055.249146
	Iteration 61Q: 3 clusters Score -5799576 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 104296 members 
Entering Unmasked Estep 
Score: -5799571.500000 Penalty: 1055.249146
	Iteration 62Q: 3 clusters Score -5799572 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 104405 members 
Entering Unmasked Estep 
Score: -5799564.500000 Penalty: 1055.249146
	Iteration 63Q: 3 clusters Score -5799564 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 104503 members 
Entering Unmasked Estep 
Score: -5799563.500000 Penalty: 1055.249146
	Iteration 64Q: 3 clusters Score -5799564 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 104599 members 
Entering Unmasked Estep 
Score: -5799556.000000 Penalty: 1055.249146
	Iteration 65Q: 3 clusters Score -5799556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 104686 members 
Entering Unmasked Estep 
Score: -5799541.500000 Penalty: 1055.249146
	Iteration 66Q: 3 clusters Score -5799542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -5799539.000000 Penalty: 1055.249146
	Iteration 67Q: 3 clusters Score -5799539 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 104831 members 
Entering Unmasked Estep 
Score: -5799538.500000 Penalty: 1055.249146
	Iteration 68Q: 3 clusters Score -5799538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -5799544.000000 Penalty: 1055.249146
	Iteration 69Q: 3 clusters Score -5799544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 104970 members 
Entering Unmasked Estep 
Score: -5799535.000000 Penalty: 1055.249146
	Iteration 70Q: 3 clusters Score -5799535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -5799531.000000 Penalty: 1055.249146
	Iteration 71Q: 3 clusters Score -5799531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 105084 members 
Entering Unmasked Estep 
Score: -5799530.500000 Penalty: 1055.249146
	Iteration 72Q: 3 clusters Score -5799530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 105134 members 
Entering Unmasked Estep 
Score: -5799536.500000 Penalty: 1055.249146
	Iteration 73Q: 3 clusters Score -5799536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 105181 members 
Entering Unmasked Estep 
Score: -5799527.000000 Penalty: 1055.249146
	Iteration 74Q: 3 clusters Score -5799527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -5799525.500000 Penalty: 1055.249146
	Iteration 75Q: 3 clusters Score -5799526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 105245 members 
Entering Unmasked Estep 
Score: -5799533.000000 Penalty: 1055.249146
	Iteration 76Q: 3 clusters Score -5799533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
Score: -5799545.500000 Penalty: 1055.249146
	Iteration 77Q: 3 clusters Score -5799546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5799545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 105314 members 
Entering Unmasked Estep 
Score: -5799542.000000 Penalty: 1055.249146
	Iteration 79Q: 3 clusters Score -5799542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 105326 members 
Entering Unmasked Estep 
Score: -5799534.500000 Penalty: 1055.249146
	Iteration 80F: 3 clusters Score -5799534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
Score: -5799535.000000 Penalty: 1055.249146
	Iteration 81Q: 3 clusters Score -5799535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 105357 members 
Entering Unmasked Estep 
Score: -5799533.500000 Penalty: 1055.249146
	Iteration 82Q: 3 clusters Score -5799534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 105371 members 
Entering Unmasked Estep 
Score: -5799529.000000 Penalty: 1055.249146
	Iteration 83Q: 3 clusters Score -5799529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -5799533.500000 Penalty: 1055.249146
	Iteration 84Q: 3 clusters Score -5799534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 105400 members 
Entering Unmasked Estep 
Score: -5799531.500000 Penalty: 1055.249146
	Iteration 85Q: 3 clusters Score -5799532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -5799532.500000 Penalty: 1055.249146
	Iteration 86Q: 3 clusters Score -5799532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 105434 members 
Entering Unmasked Estep 
Score: -5799538.500000 Penalty: 1055.249146
	Iteration 87Q: 3 clusters Score -5799538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 105454 members 
Entering Unmasked Estep 
Score: -5799535.000000 Penalty: 1055.249146
	Iteration 88Q: 3 clusters Score -5799535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 105472 members 
Entering Unmasked Estep 
Score: -5799543.500000 Penalty: 1055.249146
	Iteration 89Q: 3 clusters Score -5799544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 105488 members 
Entering Unmasked Estep 
Score: -5799534.500000 Penalty: 1055.249146
	Iteration 90Q: 3 clusters Score -5799534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -5799524.500000 Penalty: 1055.249146
	Iteration 91Q: 3 clusters Score -5799524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 105516 members 
Entering Unmasked Estep 
Score: -5799518.000000 Penalty: 1055.249146
	Iteration 92Q: 3 clusters Score -5799518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -5799520.500000 Penalty: 1055.249146
	Iteration 93Q: 3 clusters Score -5799520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -5799514.000000 Penalty: 1055.249146
	Iteration 94Q: 3 clusters Score -5799514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5799514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -5799516.500000 Penalty: 1055.249146
	Iteration 96Q: 3 clusters Score -5799516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 105529 members 
Entering Unmasked Estep 
Score: -5799517.500000 Penalty: 1055.249146
	Iteration 97Q: 3 clusters Score -5799518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 105531 members 
Entering Unmasked Estep 
Score: -5799516.000000 Penalty: 1055.249146
	Iteration 98Q: 3 clusters Score -5799516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 105533 members 
Entering Unmasked Estep 
Score: -5799521.500000 Penalty: 1055.249146
	Iteration 99Q: 3 clusters Score -5799522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 105533 members 
Entering Unmasked Estep 
Score: -5799521.500000 Penalty: 1055.249146
	Iteration 100F: 3 clusters Score -5799522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 118089 members 
Mstep: Class 3 contains 138859 members 
Mstep: Class 4 contains 158210 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 39540 members 
Mstep: Class 7 contains 95048 members 
Mstep: Class 8 contains 4532 members 
Mstep: Class 9 contains 75325 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 7936 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 155749 members 
Mstep: Class 16 contains 189212 members 
Mstep: Class 17 contains 173256 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 61010 members 
Mstep: Class 21 contains 103296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 188630 members 
Mstep: Class 24 contains 105533 members 
Entering Unmasked Estep 
Score: -87121184.000000 Penalty: 15685.267578
Splitting cluster 14 changes total score from -86990464.000000 to -87121184.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (155749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155749 members 
Entering Unmasked Estep 
Score: -8308719.500000 Penalty: 543.998047
	Iteration 0F: 2 clusters Score -8308720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -8212281.000000 Penalty: 1087.996094
	Iteration 0F: 3 clusters Score -8212281 nChanged 76747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -8260498.500000 Penalty: 1087.996094
	Iteration 1F: 3 clusters Score -8260498 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -8264818.500000 Penalty: 1087.996094
	Iteration 2F: 3 clusters Score -8264818 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102753 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -8272104.000000 Penalty: 1087.996094
	Iteration 3F: 3 clusters Score -8272104 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104199 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -8280870.000000 Penalty: 1087.996094
	Iteration 4F: 3 clusters Score -8280870 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -8287053.000000 Penalty: 1087.996094
	Iteration 5F: 3 clusters Score -8287053 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99388 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -8289879.000000 Penalty: 1087.996094
	Iteration 6F: 3 clusters Score -8289879 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -8291161.000000 Penalty: 1087.996094
	Iteration 7Q: 3 clusters Score -8291161 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -8292289.500000 Penalty: 1087.996094
	Iteration 8Q: 3 clusters Score -8292290 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -8293186.000000 Penalty: 1087.996094
	Iteration 9Q: 3 clusters Score -8293186 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -8294042.000000 Penalty: 1087.996094
	Iteration 10Q: 3 clusters Score -8294042 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85460 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -8295026.000000 Penalty: 1087.996094
	Iteration 11Q: 3 clusters Score -8295026 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -8296038.000000 Penalty: 1087.996094
	Iteration 12Q: 3 clusters Score -8296038 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 75308 members 
Entering Unmasked Estep 
Score: -8296769.000000 Penalty: 1087.996094
	Iteration 13Q: 3 clusters Score -8296769 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8297319 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -8297600.500000 Penalty: 1087.996094
	Iteration 15Q: 3 clusters Score -8297600 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -8297757.500000 Penalty: 1087.996094
	Iteration 16Q: 3 clusters Score -8297758 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -8297767.500000 Penalty: 1087.996094
	Iteration 17Q: 3 clusters Score -8297768 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8297771 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -8297451.000000 Penalty: 1087.996094
	Iteration 19Q: 3 clusters Score -8297451 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -8297606.500000 Penalty: 1087.996094
	Iteration 20F: 3 clusters Score -8297606 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -8297847.000000 Penalty: 1087.996094
	Iteration 21Q: 3 clusters Score -8297847 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 111464 members 
Entering Unmasked Estep 
Score: -8298428.000000 Penalty: 1087.996094
	Iteration 22Q: 3 clusters Score -8298428 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 117029 members 
Entering Unmasked Estep 
Score: -8299251.500000 Penalty: 1087.996094
	Iteration 23Q: 3 clusters Score -8299252 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -8299955.000000 Penalty: 1087.996094
	Iteration 24Q: 3 clusters Score -8299955 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 127494 members 
Entering Unmasked Estep 
Score: -8300891.500000 Penalty: 1087.996094
	Iteration 25Q: 3 clusters Score -8300892 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 132044 members 
Entering Unmasked Estep 
Score: -8301792.500000 Penalty: 1087.996094
	Iteration 26Q: 3 clusters Score -8301792 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 136047 members 
Entering Unmasked Estep 
Score: -8303303.500000 Penalty: 1087.996094
	Iteration 27Q: 3 clusters Score -8303304 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 139233 members 
Entering Unmasked Estep 
Score: -8304834.500000 Penalty: 1087.996094
	Iteration 28Q: 3 clusters Score -8304834 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 141624 members 
Entering Unmasked Estep 
Score: -8305804.500000 Penalty: 1087.996094
	Iteration 29Q: 3 clusters Score -8305804 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 143479 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8306345 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 144951 members 
Entering Unmasked Estep 
Score: -8306740.500000 Penalty: 1087.996094
	Iteration 31Q: 3 clusters Score -8306740 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 146156 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8306770 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 147154 members 
Entering Unmasked Estep 
Score: -8306844.000000 Penalty: 1087.996094
	Iteration 33Q: 3 clusters Score -8306844 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -8306912.500000 Penalty: 1087.996094
	Iteration 34Q: 3 clusters Score -8306912 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 148722 members 
Entering Unmasked Estep 
Score: -8306902.500000 Penalty: 1087.996094
	Iteration 35Q: 3 clusters Score -8306902 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 149320 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8307017 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 149830 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8307210 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 150264 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8307411 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 150683 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8307571 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 151038 members 
Entering Unmasked Estep 
Score: -8307775.000000 Penalty: 1087.996094
	Iteration 40F: 3 clusters Score -8307775 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 151418 members 
Entering Unmasked Estep 
Score: -8307857.000000 Penalty: 1087.996094
	Iteration 41Q: 3 clusters Score -8307857 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 151781 members 
Entering Unmasked Estep 
Score: -8307994.500000 Penalty: 1087.996094
	Iteration 42Q: 3 clusters Score -8307994 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 152123 members 
Entering Unmasked Estep 
Score: -8308106.000000 Penalty: 1087.996094
	Iteration 43Q: 3 clusters Score -8308106 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 152392 members 
Entering Unmasked Estep 
Score: -8308138.500000 Penalty: 1087.996094
	Iteration 44Q: 3 clusters Score -8308138 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 152652 members 
Entering Unmasked Estep 
Score: -8308155.000000 Penalty: 1087.996094
	Iteration 45Q: 3 clusters Score -8308155 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 152879 members 
Entering Unmasked Estep 
Score: -8308237.500000 Penalty: 1087.996094
	Iteration 46Q: 3 clusters Score -8308238 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 153075 members 
Entering Unmasked Estep 
Score: -8308262.500000 Penalty: 1087.996094
	Iteration 47Q: 3 clusters Score -8308262 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 153239 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8308312 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -8308322.500000 Penalty: 1087.996094
	Iteration 49Q: 3 clusters Score -8308322 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 153509 members 
Entering Unmasked Estep 
Score: -8308333.000000 Penalty: 1087.996094
	Iteration 50Q: 3 clusters Score -8308333 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 153623 members 
Entering Unmasked Estep 
Score: -8308340.000000 Penalty: 1087.996094
	Iteration 51Q: 3 clusters Score -8308340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 153717 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8308350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 153801 members 
Entering Unmasked Estep 
Score: -8308357.500000 Penalty: 1087.996094
	Iteration 53Q: 3 clusters Score -8308358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -8308377.500000 Penalty: 1087.996094
	Iteration 54Q: 3 clusters Score -8308378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 153973 members 
Entering Unmasked Estep 
Score: -8308389.000000 Penalty: 1087.996094
	Iteration 55Q: 3 clusters Score -8308389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 154050 members 
Entering Unmasked Estep 
Score: -8308368.500000 Penalty: 1087.996094
	Iteration 56Q: 3 clusters Score -8308368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 154126 members 
Entering Unmasked Estep 
Score: -8308391.500000 Penalty: 1087.996094
	Iteration 57Q: 3 clusters Score -8308392 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 154190 members 
Entering Unmasked Estep 
Score: -8308413.500000 Penalty: 1087.996094
	Iteration 58Q: 3 clusters Score -8308414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 154245 members 
Entering Unmasked Estep 
Score: -8308425.500000 Penalty: 1087.996094
	Iteration 59Q: 3 clusters Score -8308426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 154294 members 
Entering Unmasked Estep 
Score: -8308427.500000 Penalty: 1087.996094
	Iteration 60F: 3 clusters Score -8308428 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 154350 members 
Entering Unmasked Estep 
Score: -8308431.000000 Penalty: 1087.996094
	Iteration 61Q: 3 clusters Score -8308431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -8308429.500000 Penalty: 1087.996094
	Iteration 62Q: 3 clusters Score -8308430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 154442 members 
Entering Unmasked Estep 
Score: -8308454.000000 Penalty: 1087.996094
	Iteration 63Q: 3 clusters Score -8308454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 154492 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8308428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 154532 members 
Entering Unmasked Estep 
Score: -8308436.000000 Penalty: 1087.996094
	Iteration 65Q: 3 clusters Score -8308436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 154573 members 
Entering Unmasked Estep 
Score: -8308440.500000 Penalty: 1087.996094
	Iteration 66Q: 3 clusters Score -8308440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 154616 members 
Entering Unmasked Estep 
Score: -8308438.000000 Penalty: 1087.996094
	Iteration 67Q: 3 clusters Score -8308438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 154642 members 
Entering Unmasked Estep 
Score: -8308435.500000 Penalty: 1087.996094
	Iteration 68Q: 3 clusters Score -8308436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 154674 members 
Entering Unmasked Estep 
Score: -8308446.500000 Penalty: 1087.996094
	Iteration 69Q: 3 clusters Score -8308446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 154707 members 
Entering Unmasked Estep 
Score: -8308455.500000 Penalty: 1087.996094
	Iteration 70Q: 3 clusters Score -8308456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 154733 members 
Entering Unmasked Estep 
Score: -8308454.500000 Penalty: 1087.996094
	Iteration 71Q: 3 clusters Score -8308454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 154751 members 
Entering Unmasked Estep 
Score: -8308464.500000 Penalty: 1087.996094
	Iteration 72Q: 3 clusters Score -8308464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 154765 members 
Entering Unmasked Estep 
Score: -8308460.000000 Penalty: 1087.996094
	Iteration 73Q: 3 clusters Score -8308460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 154776 members 
Entering Unmasked Estep 
Score: -8308461.000000 Penalty: 1087.996094
	Iteration 74Q: 3 clusters Score -8308461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 154784 members 
Entering Unmasked Estep 
Score: -8308470.000000 Penalty: 1087.996094
	Iteration 75Q: 3 clusters Score -8308470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 154793 members 
Entering Unmasked Estep 
Score: -8308457.000000 Penalty: 1087.996094
	Iteration 76Q: 3 clusters Score -8308457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 154802 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8308462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8308454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 154826 members 
Entering Unmasked Estep 
Score: -8308456.500000 Penalty: 1087.996094
	Iteration 79Q: 3 clusters Score -8308456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -8308445.000000 Penalty: 1087.996094
	Iteration 80F: 3 clusters Score -8308445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 154846 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8308448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8308449 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 154872 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8308448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 154885 members 
Entering Unmasked Estep 
Score: -8308434.500000 Penalty: 1087.996094
	Iteration 84Q: 3 clusters Score -8308434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8308430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 154909 members 
Entering Unmasked Estep 
Score: -8308434.500000 Penalty: 1087.996094
	Iteration 86Q: 3 clusters Score -8308434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 154917 members 
Entering Unmasked Estep 
Score: -8308435.500000 Penalty: 1087.996094
	Iteration 87Q: 3 clusters Score -8308436 nChanged 25
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Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 154932 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8308448 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8308448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 154979 members 
Entering Unmasked Estep 
Score: -8308455.000000 Penalty: 1087.996094
	Iteration 90Q: 3 clusters Score -8308455 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 154989 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8308462 nChanged 13
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Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 155000 members 
Entering Unmasked Estep 
Score: -8308461.500000 Penalty: 1087.996094
	Iteration 92Q: 3 clusters Score -8308462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 155006 members 
Entering Unmasked Estep 
Score: -8308466.500000 Penalty: 1087.996094
	Iteration 93Q: 3 clusters Score -8308466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 155010 members 
Entering Unmasked Estep 
Score: -8308468.500000 Penalty: 1087.996094
	Iteration 94Q: 3 clusters Score -8308468 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 155013 members 
Entering Unmasked Estep 
Score: -8308468.500000 Penalty: 1087.996094
	Iteration 95Q: 3 clusters Score -8308468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 155021 members 
Entering Unmasked Estep 
Score: -8308473.000000 Penalty: 1087.996094
	Iteration 96Q: 3 clusters Score -8308473 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 155030 members 
Entering Unmasked Estep 
Score: -8308470.500000 Penalty: 1087.996094
	Iteration 97Q: 3 clusters Score -8308470 nChanged 6
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Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 155032 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8308473 nChanged 2
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Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 155034 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8308474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 155035 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8308474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 155038 members 
Entering Unmasked Estep 
Score: -8308476.500000 Penalty: 1087.996094
	Iteration 101Q: 3 clusters Score -8308476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 155039 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8308473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -8308472.500000 Penalty: 1087.996094
	Iteration 103Q: 3 clusters Score -8308472 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 155041 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8308469 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 155041 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8308470 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 155043 members 
Entering Unmasked Estep 
Score: -8308463.000000 Penalty: 1087.996094
	Iteration 106Q: 3 clusters Score -8308463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 155044 members 
Entering Unmasked Estep 
Score: -8308464.500000 Penalty: 1087.996094
	Iteration 107Q: 3 clusters Score -8308464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 155047 members 
Entering Unmasked Estep 
Score: -8308471.000000 Penalty: 1087.996094
	Iteration 108Q: 3 clusters Score -8308471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 155050 members 
Entering Unmasked Estep 
Score: -8308464.500000 Penalty: 1087.996094
	Iteration 109Q: 3 clusters Score -8308464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -8308464.000000 Penalty: 1087.996094
	Iteration 110Q: 3 clusters Score -8308464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -8308463.500000 Penalty: 1087.996094
	Iteration 111Q: 3 clusters Score -8308464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 155050 members 
Entering Unmasked Estep 
Score: -8308463.500000 Penalty: 1087.996094
	Iteration 112Q: 3 clusters Score -8308464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -8308460.500000 Penalty: 1087.996094
	Iteration 113Q: 3 clusters Score -8308460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -8308460.500000 Penalty: 1087.996094
	Iteration 114F: 3 clusters Score -8308460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (189212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189212 members 
Entering Unmasked Estep 
Score: -10242875.000000 Penalty: 552.853333
	Iteration 0F: 2 clusters Score -1.024288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -10141510.000000 Penalty: 1105.706665
	Iteration 0F: 3 clusters Score -1.014151e+07 nChanged 93235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -10197985.000000 Penalty: 1105.706665
	Iteration 1F: 3 clusters Score -1.019798e+07 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -10200736.000000 Penalty: 1105.706665
	Iteration 2F: 3 clusters Score -1.020074e+07 nChanged 11533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98095 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -10205567.000000 Penalty: 1105.706665
	Iteration 3F: 3 clusters Score -1.020557e+07 nChanged 13325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101672 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -10214423.000000 Penalty: 1105.706665
	Iteration 4F: 3 clusters Score -1.021442e+07 nChanged 15226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105698 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -10228108.000000 Penalty: 1105.706665
	Iteration 5F: 3 clusters Score -1.022811e+07 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108799 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -10241158.000000 Penalty: 1105.706665
	Iteration 6F: 3 clusters Score -1.024116e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110778 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -10247160.000000 Penalty: 1105.706665
	Iteration 7F: 3 clusters Score -1.024716e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112502 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -10249451.000000 Penalty: 1105.706665
	Iteration 8Q: 3 clusters Score -1.024945e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114261 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -10250819.000000 Penalty: 1105.706665
	Iteration 9Q: 3 clusters Score -1.025082e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115896 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -10251707.000000 Penalty: 1105.706665
	Iteration 10Q: 3 clusters Score -1.025171e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -10252427.000000 Penalty: 1105.706665
	Iteration 11Q: 3 clusters Score -1.025243e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -10252779.000000 Penalty: 1105.706665
	Iteration 12Q: 3 clusters Score -1.025278e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120052 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -10253144.000000 Penalty: 1105.706665
	Iteration 13Q: 3 clusters Score -1.025314e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121229 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -10253443.000000 Penalty: 1105.706665
	Iteration 14Q: 3 clusters Score -1.025344e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122274 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -10253654.000000 Penalty: 1105.706665
	Iteration 15Q: 3 clusters Score -1.025365e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123258 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -10253615.000000 Penalty: 1105.706665
	Iteration 16Q: 3 clusters Score -1.025362e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124098 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -10253558.000000 Penalty: 1105.706665
	Iteration 17Q: 3 clusters Score -1.025356e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124836 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -10253485.000000 Penalty: 1105.706665
	Iteration 18Q: 3 clusters Score -1.025348e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125489 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -10253420.000000 Penalty: 1105.706665
	Iteration 19Q: 3 clusters Score -1.025342e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126056 members 
Mstep: Class 2 contains 63156 members 
Entering Unmasked Estep 
Score: -10253419.000000 Penalty: 1105.706665
	Iteration 20F: 3 clusters Score -1.025342e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126528 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -10253299.000000 Penalty: 1105.706665
	Iteration 21Q: 3 clusters Score -1.02533e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126964 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -10253217.000000 Penalty: 1105.706665
	Iteration 22Q: 3 clusters Score -1.025322e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -10253127.000000 Penalty: 1105.706665
	Iteration 23Q: 3 clusters Score -1.025313e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127648 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -10252977.000000 Penalty: 1105.706665
	Iteration 24Q: 3 clusters Score -1.025298e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127918 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -10252875.000000 Penalty: 1105.706665
	Iteration 25Q: 3 clusters Score -1.025288e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128124 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -10252782.000000 Penalty: 1105.706665
	Iteration 26Q: 3 clusters Score -1.025278e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -10252708.000000 Penalty: 1105.706665
	Iteration 27Q: 3 clusters Score -1.025271e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128379 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -10252621.000000 Penalty: 1105.706665
	Iteration 28Q: 3 clusters Score -1.025262e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128491 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -10252543.000000 Penalty: 1105.706665
	Iteration 29Q: 3 clusters Score -1.025254e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128583 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -10252454.000000 Penalty: 1105.706665
	Iteration 30Q: 3 clusters Score -1.025245e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128631 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -10252370.000000 Penalty: 1105.706665
	Iteration 31Q: 3 clusters Score -1.025237e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128659 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -10252277.000000 Penalty: 1105.706665
	Iteration 32Q: 3 clusters Score -1.025228e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128649 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -10252200.000000 Penalty: 1105.706665
	Iteration 33Q: 3 clusters Score -1.02522e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128588 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -10252129.000000 Penalty: 1105.706665
	Iteration 34Q: 3 clusters Score -1.025213e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -10252107.000000 Penalty: 1105.706665
	Iteration 35Q: 3 clusters Score -1.025211e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128418 members 
Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
Score: -10252098.000000 Penalty: 1105.706665
	Iteration 36Q: 3 clusters Score -1.02521e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128299 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -10252083.000000 Penalty: 1105.706665
	Iteration 37Q: 3 clusters Score -1.025208e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128169 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -10252056.000000 Penalty: 1105.706665
	Iteration 38Q: 3 clusters Score -1.025206e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128015 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -10252007.000000 Penalty: 1105.706665
	Iteration 39Q: 3 clusters Score -1.025201e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127802 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -10251934.000000 Penalty: 1105.706665
	Iteration 40F: 3 clusters Score -1.025193e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127596 members 
Mstep: Class 2 contains 61616 members 
Entering Unmasked Estep 
Score: -10251898.000000 Penalty: 1105.706665
	Iteration 41Q: 3 clusters Score -1.02519e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127355 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -10251858.000000 Penalty: 1105.706665
	Iteration 42Q: 3 clusters Score -1.025186e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127084 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -10251829.000000 Penalty: 1105.706665
	Iteration 43Q: 3 clusters Score -1.025183e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126766 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -10251769.000000 Penalty: 1105.706665
	Iteration 44Q: 3 clusters Score -1.025177e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126423 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -10251726.000000 Penalty: 1105.706665
	Iteration 45Q: 3 clusters Score -1.025173e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126035 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -10251679.000000 Penalty: 1105.706665
	Iteration 46Q: 3 clusters Score -1.025168e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125598 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -10251703.000000 Penalty: 1105.706665
	Iteration 47Q: 3 clusters Score -1.02517e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125149 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -10251636.000000 Penalty: 1105.706665
	Iteration 48Q: 3 clusters Score -1.025164e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124628 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -10251610.000000 Penalty: 1105.706665
	Iteration 49Q: 3 clusters Score -1.025161e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124118 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -10251607.000000 Penalty: 1105.706665
	Iteration 50Q: 3 clusters Score -1.025161e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123584 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -10251610.000000 Penalty: 1105.706665
	Iteration 51Q: 3 clusters Score -1.025161e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123043 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -10251604.000000 Penalty: 1105.706665
	Iteration 52Q: 3 clusters Score -1.02516e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122460 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -10251614.000000 Penalty: 1105.706665
	Iteration 53Q: 3 clusters Score -1.025161e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121819 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -10251612.000000 Penalty: 1105.706665
	Iteration 54Q: 3 clusters Score -1.025161e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 68007 members 
Entering Unmasked Estep 
Score: -10251529.000000 Penalty: 1105.706665
	Iteration 55Q: 3 clusters Score -1.025153e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120572 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -10251544.000000 Penalty: 1105.706665
	Iteration 56Q: 3 clusters Score -1.025154e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119937 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -10251554.000000 Penalty: 1105.706665
	Iteration 57Q: 3 clusters Score -1.025155e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119305 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -10251610.000000 Penalty: 1105.706665
	Iteration 58Q: 3 clusters Score -1.025161e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118616 members 
Mstep: Class 2 contains 70596 members 
Entering Unmasked Estep 
Score: -10251626.000000 Penalty: 1105.706665
	Iteration 59Q: 3 clusters Score -1.025163e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117882 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -10251613.000000 Penalty: 1105.706665
	Iteration 60F: 3 clusters Score -1.025161e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117135 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -10251637.000000 Penalty: 1105.706665
	Iteration 61Q: 3 clusters Score -1.025164e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116337 members 
Mstep: Class 2 contains 72875 members 
Entering Unmasked Estep 
Score: -10251653.000000 Penalty: 1105.706665
	Iteration 62Q: 3 clusters Score -1.025165e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115511 members 
Mstep: Class 2 contains 73701 members 
Entering Unmasked Estep 
Score: -10251729.000000 Penalty: 1105.706665
	Iteration 63Q: 3 clusters Score -1.025173e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114683 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -10251755.000000 Penalty: 1105.706665
	Iteration 64Q: 3 clusters Score -1.025176e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113780 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -10251810.000000 Penalty: 1105.706665
	Iteration 65Q: 3 clusters Score -1.025181e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112760 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -10251895.000000 Penalty: 1105.706665
	Iteration 66Q: 3 clusters Score -1.02519e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111732 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -10252053.000000 Penalty: 1105.706665
	Iteration 67Q: 3 clusters Score -1.025205e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110694 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -10252172.000000 Penalty: 1105.706665
	Iteration 68Q: 3 clusters Score -1.025217e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109657 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -10252380.000000 Penalty: 1105.706665
	Iteration 69Q: 3 clusters Score -1.025238e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108577 members 
Mstep: Class 2 contains 80635 members 
Entering Unmasked Estep 
Score: -10252548.000000 Penalty: 1105.706665
	Iteration 70Q: 3 clusters Score -1.025255e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 81665 members 
Entering Unmasked Estep 
Score: -10252770.000000 Penalty: 1105.706665
	Iteration 71Q: 3 clusters Score -1.025277e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106569 members 
Mstep: Class 2 contains 82643 members 
Entering Unmasked Estep 
Score: -10252938.000000 Penalty: 1105.706665
	Iteration 72Q: 3 clusters Score -1.025294e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105687 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -10253084.000000 Penalty: 1105.706665
	Iteration 73Q: 3 clusters Score -1.025308e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104900 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -10253331.000000 Penalty: 1105.706665
	Iteration 74Q: 3 clusters Score -1.025333e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 84935 members 
Entering Unmasked Estep 
Score: -10253493.000000 Penalty: 1105.706665
	Iteration 75Q: 3 clusters Score -1.025349e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103743 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -10253696.000000 Penalty: 1105.706665
	Iteration 76Q: 3 clusters Score -1.02537e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -10253903.000000 Penalty: 1105.706665
	Iteration 77Q: 3 clusters Score -1.02539e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103050 members 
Mstep: Class 2 contains 86162 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.025404e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 86236 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.025419e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.025436e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.025448e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 85642 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.025456e+07 nChanged 588
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103982 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.025462e+07 nChanged 554
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.025466e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104992 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.025473e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105529 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.025478e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106055 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.025478e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106546 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.02548e+07 nChanged 468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107002 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.02548e+07 nChanged 447
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107445 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.025485e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107879 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.025486e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108286 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.025484e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108660 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.025483e+07 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109000 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.025484e+07 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109332 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.025474e+07 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109615 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.025469e+07 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.025464e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.025462e+07 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110272 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.025455e+07 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110444 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.025451e+07 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.025444e+07 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110734 members 
Mstep: Class 2 contains 78478 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.025442e+07 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110842 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.025438e+07 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.025434e+07 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110959 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.02543e+07 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110997 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.025425e+07 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111033 members 
Mstep: Class 2 contains 78179 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.025421e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111036 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.02542e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111015 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.025419e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110988 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.025418e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.025415e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.025414e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110840 members 
Mstep: Class 2 contains 78372 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.025415e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110794 members 
Mstep: Class 2 contains 78418 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.025413e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110740 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.025414e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110674 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.025414e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.025413e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.025414e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110542 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.025415e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110511 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.025415e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110480 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.025414e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.025414e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.025414e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.025416e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110307 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.025416e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110270 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.025417e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 78983 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.025418e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110188 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.02542e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110146 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.025421e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.025422e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110067 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.025423e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110033 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.025424e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.025425e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 79212 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.025426e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109989 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.025427e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.025428e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109981 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.025427e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.025426e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109987 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1.025426e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.025426e+07 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.025426e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.025427e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109979 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.025428e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.025428e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109973 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.025428e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109977 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.025428e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.02543e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110004 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.025431e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.025432e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110031 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.025431e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110044 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.025432e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.025431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.02543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110063 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.025431e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110065 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.025431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110067 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.025431e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.025431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.025431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -10254310.000000 Penalty: 1105.706665
	Iteration 160F: 3 clusters Score -1.025431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110074 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.025431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.02543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110080 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -10254307.000000 Penalty: 1105.706665
	Iteration 163Q: 3 clusters Score -1.025431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110084 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -10254314.000000 Penalty: 1105.706665
	Iteration 164Q: 3 clusters Score -1.025431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -10254323.000000 Penalty: 1105.706665
	Iteration 165Q: 3 clusters Score -1.025432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110099 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -10254321.000000 Penalty: 1105.706665
	Iteration 166Q: 3 clusters Score -1.025432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 79108 members 
Entering Unmasked Estep 
Score: -10254315.000000 Penalty: 1105.706665
	Iteration 167Q: 3 clusters Score -1.025432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110111 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -10254312.000000 Penalty: 1105.706665
	Iteration 168Q: 3 clusters Score -1.025431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110111 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -10254313.000000 Penalty: 1105.706665
	Iteration 169Q: 3 clusters Score -1.025431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 79099 members 
Entering Unmasked Estep 
Score: -10254311.000000 Penalty: 1105.706665
	Iteration 170Q: 3 clusters Score -1.025431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110117 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -10254312.000000 Penalty: 1105.706665
	Iteration 171Q: 3 clusters Score -1.025431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110120 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
Score: -10254309.000000 Penalty: 1105.706665
	Iteration 172Q: 3 clusters Score -1.025431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -10254313.000000 Penalty: 1105.706665
	Iteration 173Q: 3 clusters Score -1.025431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110124 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -10254312.000000 Penalty: 1105.706665
	Iteration 174Q: 3 clusters Score -1.025431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110126 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -10254315.000000 Penalty: 1105.706665
	Iteration 175Q: 3 clusters Score -1.025432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110130 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -10254315.000000 Penalty: 1105.706665
	Iteration 176Q: 3 clusters Score -1.025432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -10254312.000000 Penalty: 1105.706665
	Iteration 177Q: 3 clusters Score -1.025431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110133 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -10254311.000000 Penalty: 1105.706665
	Iteration 178Q: 3 clusters Score -1.025431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110134 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -10254312.000000 Penalty: 1105.706665
	Iteration 179Q: 3 clusters Score -1.025431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -10254303.000000 Penalty: 1105.706665
	Iteration 180F: 3 clusters Score -1.02543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110139 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -10254302.000000 Penalty: 1105.706665
	Iteration 181Q: 3 clusters Score -1.02543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110142 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -10254300.000000 Penalty: 1105.706665
	Iteration 182Q: 3 clusters Score -1.02543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -10254295.000000 Penalty: 1105.706665
	Iteration 183Q: 3 clusters Score -1.02543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110144 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -10254297.000000 Penalty: 1105.706665
	Iteration 184Q: 3 clusters Score -1.02543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110145 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -10254296.000000 Penalty: 1105.706665
	Iteration 185Q: 3 clusters Score -1.02543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110147 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -10254295.000000 Penalty: 1105.706665
	Iteration 186Q: 3 clusters Score -1.02543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110148 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -10254295.000000 Penalty: 1105.706665
	Iteration 187Q: 3 clusters Score -1.02543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -10254300.000000 Penalty: 1105.706665
	Iteration 188Q: 3 clusters Score -1.02543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -10254298.000000 Penalty: 1105.706665
	Iteration 189Q: 3 clusters Score -1.02543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -10254297.000000 Penalty: 1105.706665
	Iteration 190Q: 3 clusters Score -1.02543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110159 members 
Mstep: Class 2 contains 79053 members 
Entering Unmasked Estep 
Score: -10254292.000000 Penalty: 1105.706665
	Iteration 191Q: 3 clusters Score -1.025429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -10254292.000000 Penalty: 1105.706665
	Iteration 192Q: 3 clusters Score -1.025429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -10254292.000000 Penalty: 1105.706665
	Iteration 193Q: 3 clusters Score -1.025429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -10254291.000000 Penalty: 1105.706665
	Iteration 194Q: 3 clusters Score -1.025429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110175 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -10254302.000000 Penalty: 1105.706665
	Iteration 195Q: 3 clusters Score -1.02543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110182 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -10254303.000000 Penalty: 1105.706665
	Iteration 196Q: 3 clusters Score -1.02543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110188 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -10254305.000000 Penalty: 1105.706665
	Iteration 197Q: 3 clusters Score -1.02543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110193 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -10254301.000000 Penalty: 1105.706665
	Iteration 198Q: 3 clusters Score -1.02543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110198 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -10254301.000000 Penalty: 1105.706665
	Iteration 199Q: 3 clusters Score -1.02543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -10254302.000000 Penalty: 1105.706665
	Iteration 200F: 3 clusters Score -1.02543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110214 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -10254302.000000 Penalty: 1105.706665
	Iteration 201Q: 3 clusters Score -1.02543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110224 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -10254311.000000 Penalty: 1105.706665
	Iteration 202Q: 3 clusters Score -1.025431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110233 members 
Mstep: Class 2 contains 78979 members 
Entering Unmasked Estep 
Score: -10254312.000000 Penalty: 1105.706665
	Iteration 203Q: 3 clusters Score -1.025431e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110242 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -10254310.000000 Penalty: 1105.706665
	Iteration 204Q: 3 clusters Score -1.025431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110255 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -10254324.000000 Penalty: 1105.706665
	Iteration 205Q: 3 clusters Score -1.025432e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110271 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -10254323.000000 Penalty: 1105.706665
	Iteration 206Q: 3 clusters Score -1.025432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110289 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -10254330.000000 Penalty: 1105.706665
	Iteration 207Q: 3 clusters Score -1.025433e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110312 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -10254323.000000 Penalty: 1105.706665
	Iteration 208Q: 3 clusters Score -1.025432e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 78878 members 
Entering Unmasked Estep 
Score: -10254323.000000 Penalty: 1105.706665
	Iteration 209Q: 3 clusters Score -1.025432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 78865 members 
Entering Unmasked Estep 
Score: -10254320.000000 Penalty: 1105.706665
	Iteration 210Q: 3 clusters Score -1.025432e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -10254309.000000 Penalty: 1105.706665
	Iteration 211Q: 3 clusters Score -1.025431e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -10254315.000000 Penalty: 1105.706665
	Iteration 212Q: 3 clusters Score -1.025432e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -10254309.000000 Penalty: 1105.706665
	Iteration 213Q: 3 clusters Score -1.025431e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110444 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -10254303.000000 Penalty: 1105.706665
	Iteration 214Q: 3 clusters Score -1.02543e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110474 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -10254295.000000 Penalty: 1105.706665
	Iteration 215Q: 3 clusters Score -1.02543e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110494 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -10254301.000000 Penalty: 1105.706665
	Iteration 216Q: 3 clusters Score -1.02543e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110514 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -10254305.000000 Penalty: 1105.706665
	Iteration 217Q: 3 clusters Score -1.02543e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110532 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -10254302.000000 Penalty: 1105.706665
	Iteration 218Q: 3 clusters Score -1.02543e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110547 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -10254293.000000 Penalty: 1105.706665
	Iteration 219Q: 3 clusters Score -1.025429e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110568 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -10254282.000000 Penalty: 1105.706665
	Iteration 220F: 3 clusters Score -1.025428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -10254276.000000 Penalty: 1105.706665
	Iteration 221Q: 3 clusters Score -1.025428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110588 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -10254271.000000 Penalty: 1105.706665
	Iteration 222Q: 3 clusters Score -1.025427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110594 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -10254261.000000 Penalty: 1105.706665
	Iteration 223Q: 3 clusters Score -1.025426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110597 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -10254253.000000 Penalty: 1105.706665
	Iteration 224Q: 3 clusters Score -1.025425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -10254252.000000 Penalty: 1105.706665
	Iteration 225Q: 3 clusters Score -1.025425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110609 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -10254237.000000 Penalty: 1105.706665
	Iteration 226Q: 3 clusters Score -1.025424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110608 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -10254240.000000 Penalty: 1105.706665
	Iteration 227Q: 3 clusters Score -1.025424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -10254243.000000 Penalty: 1105.706665
	Iteration 228Q: 3 clusters Score -1.025424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -10254247.000000 Penalty: 1105.706665
	Iteration 229Q: 3 clusters Score -1.025425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -10254239.000000 Penalty: 1105.706665
	Iteration 230Q: 3 clusters Score -1.025424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -10254237.000000 Penalty: 1105.706665
	Iteration 231Q: 3 clusters Score -1.025424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 78607 members 
Entering Unmasked Estep 
Score: -10254234.000000 Penalty: 1105.706665
	Iteration 232Q: 3 clusters Score -1.025423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -10254236.000000 Penalty: 1105.706665
	Iteration 233Q: 3 clusters Score -1.025424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -10254239.000000 Penalty: 1105.706665
	Iteration 234Q: 3 clusters Score -1.025424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110607 members 
Mstep: Class 2 contains 78605 members 
Entering Unmasked Estep 
Score: -10254233.000000 Penalty: 1105.706665
	Iteration 235Q: 3 clusters Score -1.025423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -10254233.000000 Penalty: 1105.706665
	Iteration 236Q: 3 clusters Score -1.025423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -10254231.000000 Penalty: 1105.706665
	Iteration 237Q: 3 clusters Score -1.025423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110602 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -10254238.000000 Penalty: 1105.706665
	Iteration 238Q: 3 clusters Score -1.025424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110601 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -10254235.000000 Penalty: 1105.706665
	Iteration 239Q: 3 clusters Score -1.025424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110601 members 
Mstep: Class 2 contains 78611 members 
Entering Unmasked Estep 
Score: -10254235.000000 Penalty: 1105.706665
	Iteration 240F: 3 clusters Score -1.025424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 118089 members 
Mstep: Class 3 contains 138859 members 
Mstep: Class 4 contains 158210 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 39540 members 
Mstep: Class 7 contains 95048 members 
Mstep: Class 8 contains 4532 members 
Mstep: Class 9 contains 75325 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 7936 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 155749 members 
Mstep: Class 16 contains 110601 members 
Mstep: Class 17 contains 173256 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 61010 members 
Mstep: Class 21 contains 103296 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 188630 members 
Mstep: Class 24 contains 105533 members 
Mstep: Class 25 contains 78611 members 
Entering Unmasked Estep 
Score: -87133664.000000 Penalty: 16338.820312
Splitting cluster 16 changes total score from -86990464.000000 to -87133664.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -37206.421875 Penalty: 292.478790
	Iteration 0F: 2 clusters Score -37206.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36636.960938 Penalty: 584.957581
	Iteration 0F: 3 clusters Score -36636.96 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36781.148438 Penalty: 584.957581
	Iteration 1F: 3 clusters Score -36781.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36800.468750 Penalty: 584.957581
	Iteration 2F: 3 clusters Score -36800.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -36809.515625 Penalty: 584.957581
	Iteration 3Q: 3 clusters Score -36809.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36816.898438 Penalty: 584.957581
	Iteration 4Q: 3 clusters Score -36816.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36821.734375 Penalty: 584.957581
	Iteration 5Q: 3 clusters Score -36821.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36825.957031 Penalty: 584.957581
	Iteration 6Q: 3 clusters Score -36825.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -36827.957031 Penalty: 584.957581
	Iteration 7Q: 3 clusters Score -36827.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -36830.457031 Penalty: 584.957581
	Iteration 8Q: 3 clusters Score -36830.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -36836.566406 Penalty: 584.957581
	Iteration 9Q: 3 clusters Score -36836.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -36840.308594 Penalty: 584.957581
	Iteration 10Q: 3 clusters Score -36840.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36844.554688 Penalty: 584.957581
	Iteration 11Q: 3 clusters Score -36844.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36847.148438 Penalty: 584.957581
	Iteration 12Q: 3 clusters Score -36847.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36850.441406 Penalty: 584.957581
	Iteration 13Q: 3 clusters Score -36850.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36852.554688 Penalty: 584.957581
	Iteration 14Q: 3 clusters Score -36852.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36856.976562 Penalty: 584.957581
	Iteration 15Q: 3 clusters Score -36856.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36864.058594 Penalty: 584.957581
	Iteration 16Q: 3 clusters Score -36864.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36868.265625 Penalty: 584.957581
	Iteration 17Q: 3 clusters Score -36868.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -36872.273438 Penalty: 584.957581
	Iteration 18Q: 3 clusters Score -36872.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36881.515625 Penalty: 584.957581
	Iteration 19Q: 3 clusters Score -36881.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36889.410156 Penalty: 584.957581
	Iteration 20F: 3 clusters Score -36889.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36893.910156 Penalty: 584.957581
	Iteration 21Q: 3 clusters Score -36893.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36897.449219 Penalty: 584.957581
	Iteration 22Q: 3 clusters Score -36897.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -36903.105469 Penalty: 584.957581
	Iteration 23Q: 3 clusters Score -36903.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -36907.281250 Penalty: 584.957581
	Iteration 24Q: 3 clusters Score -36907.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36908.742188 Penalty: 584.957581
	Iteration 25Q: 3 clusters Score -36908.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -36910.750000 Penalty: 584.957581
	Iteration 26Q: 3 clusters Score -36910.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36912.542969 Penalty: 584.957581
	Iteration 27Q: 3 clusters Score -36912.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36913.371094 Penalty: 584.957581
	Iteration 28Q: 3 clusters Score -36913.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36913.371094 Penalty: 584.957581
	Iteration 29F: 3 clusters Score -36913.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Entering Unmasked Estep 
Score: -150874.671875 Penalty: 358.645325
	Iteration 0F: 2 clusters Score -150874.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -148987.718750 Penalty: 717.290649
	Iteration 0F: 3 clusters Score -148987.7 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -149719.203125 Penalty: 717.290649
	Iteration 1F: 3 clusters Score -149719.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -149856.109375 Penalty: 717.290649
	Iteration 2F: 3 clusters Score -149856.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -149980.406250 Penalty: 717.290649
	Iteration 3F: 3 clusters Score -149980.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -150090.140625 Penalty: 717.290649
	Iteration 4F: 3 clusters Score -150090.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -150199.437500 Penalty: 717.290649
	Iteration 5Q: 3 clusters Score -150199.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -150278.343750 Penalty: 717.290649
	Iteration 6Q: 3 clusters Score -150278.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -150327.265625 Penalty: 717.290649
	Iteration 7Q: 3 clusters Score -150327.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -150369.359375 Penalty: 717.290649
	Iteration 8Q: 3 clusters Score -150369.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -150399.000000 Penalty: 717.290649
	Iteration 9Q: 3 clusters Score -150399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -150424.859375 Penalty: 717.290649
	Iteration 10Q: 3 clusters Score -150424.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -150444.765625 Penalty: 717.290649
	Iteration 11Q: 3 clusters Score -150444.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -150460.093750 Penalty: 717.290649
	Iteration 12Q: 3 clusters Score -150460.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -150471.093750 Penalty: 717.290649
	Iteration 13Q: 3 clusters Score -150471.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -150481.000000 Penalty: 717.290649
	Iteration 14Q: 3 clusters Score -150481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -150485.937500 Penalty: 717.290649
	Iteration 15Q: 3 clusters Score -150485.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -150493.750000 Penalty: 717.290649
	Iteration 16Q: 3 clusters Score -150493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -150499.250000 Penalty: 717.290649
	Iteration 17Q: 3 clusters Score -150499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -150505.843750 Penalty: 717.290649
	Iteration 18Q: 3 clusters Score -150505.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -150510.140625 Penalty: 717.290649
	Iteration 19Q: 3 clusters Score -150510.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -150514.234375 Penalty: 717.290649
	Iteration 20F: 3 clusters Score -150514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -150517.046875 Penalty: 717.290649
	Iteration 21Q: 3 clusters Score -150517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -150517.890625 Penalty: 717.290649
	Iteration 22Q: 3 clusters Score -150517.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -150518.140625 Penalty: 717.290649
	Iteration 23Q: 3 clusters Score -150518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -150518.140625 Penalty: 717.290649
	Iteration 24F: 3 clusters Score -150518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 118089 members 
Mstep: Class 3 contains 138859 members 
Mstep: Class 4 contains 158210 members 
Mstep: Class 5 contains 859 members 
Mstep: Class 6 contains 39540 members 
Mstep: Class 8 contains 4532 members 
Mstep: Class 10 contains 40004 members 
Mstep: Class 11 contains 843 members 
Mstep: Class 12 contains 13878 members 
Mstep: Class 13 contains 7936 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 155749 members 
Mstep: Class 16 contains 110601 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87192176.000000 Penalty: 16338.820312
Iteration 39Q: 26 clusters Score -8.719218e+07 nChanged 112875
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 112097 members 
Mstep: Class 3 contains 138758 members 
Mstep: Class 4 contains 172465 members 
Mstep: Class 5 contains 929 members 
Mstep: Class 6 contains 37483 members 
Mstep: Class 7 contains 105876 members 
Mstep: Class 8 contains 4926 members 
Mstep: Class 9 contains 73071 members 
Mstep: Class 10 contains 36330 members 
Mstep: Class 11 contains 803 members 
Mstep: Class 12 contains 14252 members 
Mstep: Class 13 contains 7941 members 
Mstep: Class 14 contains 3379 members 
Mstep: Class 15 contains 165442 members 
Mstep: Class 16 contains 112919 members 
Mstep: Class 17 contains 176162 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 2660 members 
Mstep: Class 20 contains 57914 members 
Mstep: Class 21 contains 98224 members 
Mstep: Class 22 contains 860 members 
Mstep: Class 23 contains 177658 members 
Mstep: Class 24 contains 95693 members 
Mstep: Class 25 contains 80160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 565.593323 but Gain 653.552734
Score: -87211360.000000 Penalty: 15685.267578
Iteration 40F: 25 clusters Score -8.721136e+07 nChanged 86220
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 104754 members 
Mstep: Class 3 contains 137464 members 
Mstep: Class 4 contains 184638 members 
Mstep: Class 5 contains 987 members 
Mstep: Class 6 contains 33819 members 
Mstep: Class 7 contains 113415 members 
Mstep: Class 8 contains 5279 members 
Mstep: Class 9 contains 72859 members 
Mstep: Class 10 contains 31782 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 14043 members 
Mstep: Class 13 contains 8192 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 165086 members 
Mstep: Class 16 contains 113835 members 
Mstep: Class 17 contains 186314 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 57999 members 
Mstep: Class 21 contains 95059 members 
Mstep: Class 22 contains 1171 members 
Mstep: Class 23 contains 169451 members 
Mstep: Class 24 contains 88984 members 
Mstep: Class 25 contains 82866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209864.000000 Penalty: 15685.267578
Iteration 41Q: 25 clusters Score -8.720986e+07 nChanged 69856
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 97417 members 
Mstep: Class 3 contains 136279 members 
Mstep: Class 4 contains 197793 members 
Mstep: Class 5 contains 1056 members 
Mstep: Class 6 contains 30653 members 
Mstep: Class 7 contains 119876 members 
Mstep: Class 8 contains 5652 members 
Mstep: Class 9 contains 72217 members 
Mstep: Class 10 contains 27669 members 
Mstep: Class 11 contains 684 members 
Mstep: Class 12 contains 14216 members 
Mstep: Class 13 contains 8453 members 
Mstep: Class 14 contains 3510 members 
Mstep: Class 15 contains 164887 members 
Mstep: Class 16 contains 114070 members 
Mstep: Class 17 contains 196979 members 
Mstep: Class 19 contains 3141 members 
Mstep: Class 20 contains 57688 members 
Mstep: Class 21 contains 91550 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 161401 members 
Mstep: Class 24 contains 81264 members 
Mstep: Class 25 contains 85473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199704.000000 Penalty: 15685.267578
Iteration 42Q: 25 clusters Score -8.71997e+07 nChanged 66911
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 90824 members 
Mstep: Class 3 contains 135733 members 
Mstep: Class 4 contains 209587 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 6 contains 27757 members 
Mstep: Class 7 contains 125547 members 
Mstep: Class 8 contains 6020 members 
Mstep: Class 9 contains 71596 members 
Mstep: Class 10 contains 24251 members 
Mstep: Class 11 contains 645 members 
Mstep: Class 12 contains 14641 members 
Mstep: Class 13 contains 8752 members 
Mstep: Class 14 contains 3468 members 
Mstep: Class 15 contains 165126 members 
Mstep: Class 16 contains 113939 members 
Mstep: Class 17 contains 205665 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 57480 members 
Mstep: Class 21 contains 88063 members 
Mstep: Class 22 contains 1736 members 
Mstep: Class 23 contains 154986 members 
Mstep: Class 24 contains 73055 members 
Mstep: Class 25 contains 88279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87187248.000000 Penalty: 15685.267578
Iteration 43Q: 25 clusters Score -8.718725e+07 nChanged 64218
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 85373 members 
Mstep: Class 3 contains 136063 members 
Mstep: Class 4 contains 218391 members 
Mstep: Class 5 contains 1178 members 
Mstep: Class 6 contains 25145 members 
Mstep: Class 7 contains 130315 members 
Mstep: Class 8 contains 6350 members 
Mstep: Class 9 contains 71213 members 
Mstep: Class 10 contains 21413 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 15200 members 
Mstep: Class 13 contains 9099 members 
Mstep: Class 14 contains 3424 members 
Mstep: Class 15 contains 165672 members 
Mstep: Class 16 contains 113571 members 
Mstep: Class 17 contains 211465 members 
Mstep: Class 19 contains 3756 members 
Mstep: Class 20 contains 57528 members 
Mstep: Class 21 contains 84870 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 151239 members 
Mstep: Class 24 contains 65087 members 
Mstep: Class 25 contains 91035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87177888.000000 Penalty: 15685.267578
Iteration 44Q: 25 clusters Score -8.717789e+07 nChanged 58201
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 81212 members 
Mstep: Class 3 contains 137482 members 
Mstep: Class 4 contains 223068 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 22675 members 
Mstep: Class 7 contains 134583 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 71320 members 
Mstep: Class 10 contains 19130 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 15913 members 
Mstep: Class 13 contains 9514 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 15 contains 166337 members 
Mstep: Class 16 contains 113183 members 
Mstep: Class 17 contains 214223 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 57980 members 
Mstep: Class 21 contains 82047 members 
Mstep: Class 22 contains 2058 members 
Mstep: Class 23 contains 149635 members 
Mstep: Class 24 contains 58232 members 
Mstep: Class 25 contains 93548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87172096.000000 Penalty: 15685.267578
Iteration 45Q: 25 clusters Score -8.71721e+07 nChanged 52332
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 78188 members 
Mstep: Class 3 contains 139832 members 
Mstep: Class 4 contains 223484 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 6 contains 20356 members 
Mstep: Class 7 contains 138147 members 
Mstep: Class 8 contains 7022 members 
Mstep: Class 9 contains 71874 members 
Mstep: Class 10 contains 17287 members 
Mstep: Class 11 contains 559 members 
Mstep: Class 12 contains 16793 members 
Mstep: Class 13 contains 9947 members 
Mstep: Class 14 contains 3426 members 
Mstep: Class 15 contains 167085 members 
Mstep: Class 16 contains 112940 members 
Mstep: Class 17 contains 215049 members 
Mstep: Class 19 contains 4561 members 
Mstep: Class 20 contains 58733 members 
Mstep: Class 21 contains 79781 members 
Mstep: Class 22 contains 2151 members 
Mstep: Class 23 contains 149375 members 
Mstep: Class 24 contains 52850 members 
Mstep: Class 25 contains 95746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87169688.000000 Penalty: 15685.267578
Iteration 46Q: 25 clusters Score -8.716969e+07 nChanged 46971
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 76298 members 
Mstep: Class 3 contains 143058 members 
Mstep: Class 4 contains 220739 members 
Mstep: Class 5 contains 1395 members 
Mstep: Class 6 contains 18230 members 
Mstep: Class 7 contains 140899 members 
Mstep: Class 8 contains 7290 members 
Mstep: Class 9 contains 72727 members 
Mstep: Class 10 contains 15777 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 17825 members 
Mstep: Class 13 contains 10387 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 167630 members 
Mstep: Class 16 contains 112669 members 
Mstep: Class 17 contains 214609 members 
Mstep: Class 19 contains 5047 members 
Mstep: Class 20 contains 59692 members 
Mstep: Class 21 contains 77940 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 149850 members 
Mstep: Class 24 contains 48836 members 
Mstep: Class 25 contains 97626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87170048.000000 Penalty: 15685.267578
Iteration 47Q: 25 clusters Score -8.717005e+07 nChanged 42887
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 75193 members 
Mstep: Class 3 contains 146972 members 
Mstep: Class 4 contains 215842 members 
Mstep: Class 5 contains 1505 members 
Mstep: Class 6 contains 16182 members 
Mstep: Class 7 contains 143121 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 73898 members 
Mstep: Class 10 contains 14529 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 18937 members 
Mstep: Class 13 contains 10767 members 
Mstep: Class 14 contains 3686 members 
Mstep: Class 15 contains 167953 members 
Mstep: Class 16 contains 112501 members 
Mstep: Class 17 contains 213325 members 
Mstep: Class 19 contains 5527 members 
Mstep: Class 20 contains 60948 members 
Mstep: Class 21 contains 76553 members 
Mstep: Class 22 contains 2310 members 
Mstep: Class 23 contains 150860 members 
Mstep: Class 24 contains 45690 members 
Mstep: Class 25 contains 99021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87175712.000000 Penalty: 15685.267578
Iteration 48Q: 25 clusters Score -8.717571e+07 nChanged 39417
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 74579 members 
Mstep: Class 3 contains 151168 members 
Mstep: Class 4 contains 209530 members 
Mstep: Class 5 contains 1623 members 
Mstep: Class 6 contains 14272 members 
Mstep: Class 7 contains 144802 members 
Mstep: Class 8 contains 7695 members 
Mstep: Class 9 contains 75066 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 502 members 
Mstep: Class 12 contains 20151 members 
Mstep: Class 13 contains 11114 members 
Mstep: Class 14 contains 3879 members 
Mstep: Class 15 contains 168034 members 
Mstep: Class 16 contains 112528 members 
Mstep: Class 17 contains 211590 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 62478 members 
Mstep: Class 21 contains 75454 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 152213 members 
Mstep: Class 24 contains 43412 members 
Mstep: Class 25 contains 100049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87180576.000000 Penalty: 15685.267578
Iteration 49Q: 25 clusters Score -8.718058e+07 nChanged 36489
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 74365 members 
Mstep: Class 3 contains 154933 members 
Mstep: Class 4 contains 202676 members 
Mstep: Class 5 contains 1741 members 
Mstep: Class 6 contains 12513 members 
Mstep: Class 7 contains 145918 members 
Mstep: Class 8 contains 7839 members 
Mstep: Class 9 contains 76125 members 
Mstep: Class 10 contains 12569 members 
Mstep: Class 11 contains 487 members 
Mstep: Class 12 contains 21376 members 
Mstep: Class 13 contains 11420 members 
Mstep: Class 14 contains 4059 members 
Mstep: Class 15 contains 167929 members 
Mstep: Class 16 contains 112720 members 
Mstep: Class 17 contains 209813 members 
Mstep: Class 19 contains 6472 members 
Mstep: Class 20 contains 64319 members 
Mstep: Class 21 contains 74646 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 153938 members 
Mstep: Class 24 contains 41612 members 
Mstep: Class 25 contains 100749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87186800.000000 Penalty: 15685.267578
Iteration 50Q: 25 clusters Score -8.71868e+07 nChanged 34026
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 74175 members 
Mstep: Class 3 contains 158233 members 
Mstep: Class 4 contains 195860 members 
Mstep: Class 5 contains 1858 members 
Mstep: Class 6 contains 10989 members 
Mstep: Class 7 contains 146676 members 
Mstep: Class 8 contains 7992 members 
Mstep: Class 9 contains 76955 members 
Mstep: Class 10 contains 11865 members 
Mstep: Class 11 contains 482 members 
Mstep: Class 12 contains 22574 members 
Mstep: Class 13 contains 11671 members 
Mstep: Class 14 contains 4276 members 
Mstep: Class 15 contains 167803 members 
Mstep: Class 16 contains 113008 members 
Mstep: Class 17 contains 207857 members 
Mstep: Class 19 contains 6899 members 
Mstep: Class 20 contains 66560 members 
Mstep: Class 21 contains 73922 members 
Mstep: Class 22 contains 2447 members 
Mstep: Class 23 contains 155939 members 
Mstep: Class 24 contains 40302 members 
Mstep: Class 25 contains 101169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87192728.000000 Penalty: 15685.267578
Iteration 51Q: 25 clusters Score -8.719273e+07 nChanged 32378
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 74006 members 
Mstep: Class 3 contains 160356 members 
Mstep: Class 4 contains 189628 members 
Mstep: Class 5 contains 1985 members 
Mstep: Class 6 contains 9669 members 
Mstep: Class 7 contains 146931 members 
Mstep: Class 8 contains 8126 members 
Mstep: Class 9 contains 77578 members 
Mstep: Class 10 contains 11287 members 
Mstep: Class 11 contains 474 members 
Mstep: Class 12 contains 23725 members 
Mstep: Class 13 contains 11889 members 
Mstep: Class 14 contains 4491 members 
Mstep: Class 15 contains 167548 members 
Mstep: Class 16 contains 113291 members 
Mstep: Class 17 contains 206153 members 
Mstep: Class 19 contains 7232 members 
Mstep: Class 20 contains 69275 members 
Mstep: Class 21 contains 73234 members 
Mstep: Class 22 contains 2490 members 
Mstep: Class 23 contains 158326 members 
Mstep: Class 24 contains 39340 members 
Mstep: Class 25 contains 101467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87197232.000000 Penalty: 15685.267578
Iteration 52Q: 25 clusters Score -8.719723e+07 nChanged 31047
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 73751 members 
Mstep: Class 3 contains 161466 members 
Mstep: Class 4 contains 183882 members 
Mstep: Class 5 contains 2091 members 
Mstep: Class 6 contains 8558 members 
Mstep: Class 7 contains 146926 members 
Mstep: Class 8 contains 8245 members 
Mstep: Class 9 contains 77994 members 
Mstep: Class 10 contains 10798 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 24784 members 
Mstep: Class 13 contains 12084 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 167148 members 
Mstep: Class 16 contains 113636 members 
Mstep: Class 17 contains 204679 members 
Mstep: Class 19 contains 7534 members 
Mstep: Class 20 contains 72497 members 
Mstep: Class 21 contains 72657 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 160902 members 
Mstep: Class 24 contains 38676 members 
Mstep: Class 25 contains 101540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 642.455627 but Gain 653.552734
Score: -87202288.000000 Penalty: 15031.714844
Iteration 53Q: 24 clusters Score -8.720229e+07 nChanged 30218
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 73592 members 
Mstep: Class 3 contains 161822 members 
Mstep: Class 4 contains 178897 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 6 contains 7666 members 
Mstep: Class 7 contains 146890 members 
Mstep: Class 8 contains 8358 members 
Mstep: Class 9 contains 78224 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 12 contains 25731 members 
Mstep: Class 13 contains 12280 members 
Mstep: Class 14 contains 5066 members 
Mstep: Class 15 contains 166612 members 
Mstep: Class 16 contains 113943 members 
Mstep: Class 17 contains 202950 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 76108 members 
Mstep: Class 21 contains 72212 members 
Mstep: Class 22 contains 2569 members 
Mstep: Class 23 contains 163654 members 
Mstep: Class 24 contains 38398 members 
Mstep: Class 25 contains 101369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87209976.000000 Penalty: 15031.714844
Iteration 54Q: 24 clusters Score -8.720998e+07 nChanged 28749
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 73383 members 
Mstep: Class 3 contains 161582 members 
Mstep: Class 4 contains 174312 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 6937 members 
Mstep: Class 7 contains 146538 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 78264 members 
Mstep: Class 10 contains 10085 members 
Mstep: Class 12 contains 26507 members 
Mstep: Class 13 contains 12426 members 
Mstep: Class 14 contains 5436 members 
Mstep: Class 15 contains 166062 members 
Mstep: Class 16 contains 114216 members 
Mstep: Class 17 contains 201250 members 
Mstep: Class 19 contains 8051 members 
Mstep: Class 20 contains 80063 members 
Mstep: Class 21 contains 71797 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 166293 members 
Mstep: Class 24 contains 38361 members 
Mstep: Class 25 contains 101129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215440.000000 Penalty: 15031.714844
Iteration 55Q: 24 clusters Score -8.721544e+07 nChanged 28128
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 73162 members 
Mstep: Class 3 contains 160798 members 
Mstep: Class 4 contains 170236 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 6365 members 
Mstep: Class 7 contains 146058 members 
Mstep: Class 8 contains 8560 members 
Mstep: Class 9 contains 78260 members 
Mstep: Class 10 contains 9802 members 
Mstep: Class 12 contains 27126 members 
Mstep: Class 13 contains 12552 members 
Mstep: Class 14 contains 5837 members 
Mstep: Class 15 contains 165386 members 
Mstep: Class 16 contains 114338 members 
Mstep: Class 17 contains 199525 members 
Mstep: Class 19 contains 8237 members 
Mstep: Class 20 contains 84246 members 
Mstep: Class 21 contains 71472 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 168830 members 
Mstep: Class 24 contains 38604 members 
Mstep: Class 25 contains 100913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87221096.000000 Penalty: 15031.714844
Iteration 56Q: 24 clusters Score -8.72211e+07 nChanged 26618
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 73091 members 
Mstep: Class 3 contains 159888 members 
Mstep: Class 4 contains 166394 members 
Mstep: Class 5 contains 2514 members 
Mstep: Class 6 contains 5917 members 
Mstep: Class 7 contains 145418 members 
Mstep: Class 8 contains 8654 members 
Mstep: Class 9 contains 78238 members 
Mstep: Class 10 contains 9606 members 
Mstep: Class 12 contains 27618 members 
Mstep: Class 13 contains 12653 members 
Mstep: Class 14 contains 6271 members 
Mstep: Class 15 contains 164771 members 
Mstep: Class 16 contains 114380 members 
Mstep: Class 17 contains 197890 members 
Mstep: Class 19 contains 8361 members 
Mstep: Class 20 contains 88493 members 
Mstep: Class 21 contains 71188 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 171161 members 
Mstep: Class 24 contains 38946 members 
Mstep: Class 25 contains 100604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87226048.000000 Penalty: 15031.714844
Iteration 57Q: 24 clusters Score -8.722605e+07 nChanged 25363
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 73184 members 
Mstep: Class 3 contains 159112 members 
Mstep: Class 4 contains 162898 members 
Mstep: Class 5 contains 2623 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 144689 members 
Mstep: Class 8 contains 8750 members 
Mstep: Class 9 contains 78324 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 12 contains 28096 members 
Mstep: Class 13 contains 12710 members 
Mstep: Class 14 contains 6731 members 
Mstep: Class 15 contains 164248 members 
Mstep: Class 16 contains 114326 members 
Mstep: Class 17 contains 195957 members 
Mstep: Class 19 contains 8436 members 
Mstep: Class 20 contains 92460 members 
Mstep: Class 21 contains 70969 members 
Mstep: Class 22 contains 2624 members 
Mstep: Class 23 contains 173300 members 
Mstep: Class 24 contains 39365 members 
Mstep: Class 25 contains 100190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87231320.000000 Penalty: 15031.714844
Iteration 58Q: 24 clusters Score -8.723132e+07 nChanged 24245
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 73302 members 
Mstep: Class 3 contains 158458 members 
Mstep: Class 4 contains 159792 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 6 contains 5315 members 
Mstep: Class 7 contains 143881 members 
Mstep: Class 8 contains 8846 members 
Mstep: Class 9 contains 78390 members 
Mstep: Class 10 contains 9340 members 
Mstep: Class 12 contains 28477 members 
Mstep: Class 13 contains 12747 members 
Mstep: Class 14 contains 7235 members 
Mstep: Class 15 contains 163770 members 
Mstep: Class 16 contains 114313 members 
Mstep: Class 17 contains 193962 members 
Mstep: Class 19 contains 8515 members 
Mstep: Class 20 contains 96142 members 
Mstep: Class 21 contains 70762 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 175344 members 
Mstep: Class 24 contains 39806 members 
Mstep: Class 25 contains 99709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87235528.000000 Penalty: 15031.714844
Iteration 59Q: 24 clusters Score -8.723553e+07 nChanged 22585
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 77293 members 
Mstep: Class 2 contains 73511 members 
Mstep: Class 3 contains 157974 members 
Mstep: Class 4 contains 157287 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 6 contains 5114 members 
Mstep: Class 7 contains 143022 members 
Mstep: Class 8 contains 8953 members 
Mstep: Class 9 contains 78559 members 
Mstep: Class 10 contains 9245 members 
Mstep: Class 12 contains 28771 members 
Mstep: Class 13 contains 12766 members 
Mstep: Class 14 contains 7729 members 
Mstep: Class 15 contains 163416 members 
Mstep: Class 16 contains 114219 members 
Mstep: Class 17 contains 191993 members 
Mstep: Class 19 contains 8556 members 
Mstep: Class 20 contains 99256 members 
Mstep: Class 21 contains 70623 members 
Mstep: Class 22 contains 2629 members 
Mstep: Class 23 contains 177113 members 
Mstep: Class 24 contains 40189 members 
Mstep: Class 25 contains 99182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87243272.000000 Penalty: 15031.714844
Iteration 60F: 24 clusters Score -8.724327e+07 nChanged 26161
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 73569 members 
Mstep: Class 3 contains 157554 members 
Mstep: Class 4 contains 155584 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 4964 members 
Mstep: Class 7 contains 142460 members 
Mstep: Class 8 contains 9045 members 
Mstep: Class 9 contains 78610 members 
Mstep: Class 10 contains 9241 members 
Mstep: Class 12 contains 29117 members 
Mstep: Class 13 contains 12773 members 
Mstep: Class 14 contains 8305 members 
Mstep: Class 15 contains 163138 members 
Mstep: Class 16 contains 113837 members 
Mstep: Class 17 contains 188983 members 
Mstep: Class 19 contains 9066 members 
Mstep: Class 20 contains 103605 members 
Mstep: Class 21 contains 70342 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 178176 members 
Mstep: Class 24 contains 39663 members 
Mstep: Class 25 contains 98627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87248672.000000 Penalty: 15031.714844
Iteration 61Q: 24 clusters Score -8.724867e+07 nChanged 26377
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 73613 members 
Mstep: Class 3 contains 157178 members 
Mstep: Class 4 contains 154163 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 4881 members 
Mstep: Class 7 contains 141804 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 78667 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 12 contains 29453 members 
Mstep: Class 13 contains 12793 members 
Mstep: Class 14 contains 8831 members 
Mstep: Class 15 contains 163001 members 
Mstep: Class 16 contains 113373 members 
Mstep: Class 17 contains 186150 members 
Mstep: Class 19 contains 9471 members 
Mstep: Class 20 contains 107672 members 
Mstep: Class 21 contains 70143 members 
Mstep: Class 22 contains 3293 members 
Mstep: Class 23 contains 179021 members 
Mstep: Class 24 contains 39171 members 
Mstep: Class 25 contains 98055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87252480.000000 Penalty: 15031.714844
Iteration 62Q: 24 clusters Score -8.725248e+07 nChanged 25730
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 73816 members 
Mstep: Class 3 contains 156922 members 
Mstep: Class 4 contains 153117 members 
Mstep: Class 5 contains 3206 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 141123 members 
Mstep: Class 8 contains 9207 members 
Mstep: Class 9 contains 78820 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 12 contains 29841 members 
Mstep: Class 13 contains 12822 members 
Mstep: Class 14 contains 9339 members 
Mstep: Class 15 contains 163031 members 
Mstep: Class 16 contains 112704 members 
Mstep: Class 17 contains 183177 members 
Mstep: Class 19 contains 9832 members 
Mstep: Class 20 contains 111460 members 
Mstep: Class 21 contains 70007 members 
Mstep: Class 22 contains 3572 members 
Mstep: Class 23 contains 179517 members 
Mstep: Class 24 contains 38845 members 
Mstep: Class 25 contains 97514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87255760.000000 Penalty: 15031.714844
Iteration 63Q: 24 clusters Score -8.725576e+07 nChanged 24858
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 78040 members 
Mstep: Class 2 contains 74101 members 
Mstep: Class 3 contains 156751 members 
Mstep: Class 4 contains 152153 members 
Mstep: Class 5 contains 3308 members 
Mstep: Class 6 contains 4894 members 
Mstep: Class 7 contains 140508 members 
Mstep: Class 8 contains 9301 members 
Mstep: Class 9 contains 79037 members 
Mstep: Class 10 contains 9639 members 
Mstep: Class 12 contains 30276 members 
Mstep: Class 13 contains 12833 members 
Mstep: Class 14 contains 9847 members 
Mstep: Class 15 contains 163328 members 
Mstep: Class 16 contains 112048 members 
Mstep: Class 17 contains 180591 members 
Mstep: Class 19 contains 10159 members 
Mstep: Class 20 contains 114708 members 
Mstep: Class 21 contains 69917 members 
Mstep: Class 22 contains 3816 members 
Mstep: Class 23 contains 179608 members 
Mstep: Class 24 contains 38421 members 
Mstep: Class 25 contains 96924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87258920.000000 Penalty: 15031.714844
Iteration 64Q: 24 clusters Score -8.725892e+07 nChanged 23971
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 74430 members 
Mstep: Class 3 contains 156591 members 
Mstep: Class 4 contains 151345 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 4999 members 
Mstep: Class 7 contains 139889 members 
Mstep: Class 8 contains 9376 members 
Mstep: Class 9 contains 79276 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 12 contains 30890 members 
Mstep: Class 13 contains 12849 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 163771 members 
Mstep: Class 16 contains 111363 members 
Mstep: Class 17 contains 178250 members 
Mstep: Class 19 contains 10477 members 
Mstep: Class 20 contains 117518 members 
Mstep: Class 21 contains 69903 members 
Mstep: Class 22 contains 4020 members 
Mstep: Class 23 contains 179368 members 
Mstep: Class 24 contains 38003 members 
Mstep: Class 25 contains 96294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87262552.000000 Penalty: 15031.714844
Iteration 65Q: 24 clusters Score -8.726255e+07 nChanged 23505
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 78025 members 
Mstep: Class 2 contains 74959 members 
Mstep: Class 3 contains 156284 members 
Mstep: Class 4 contains 150687 members 
Mstep: Class 5 contains 3440 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 139227 members 
Mstep: Class 8 contains 9438 members 
Mstep: Class 9 contains 79523 members 
Mstep: Class 10 contains 10124 members 
Mstep: Class 12 contains 31561 members 
Mstep: Class 13 contains 12862 members 
Mstep: Class 14 contains 10767 members 
Mstep: Class 15 contains 164283 members 
Mstep: Class 16 contains 110578 members 
Mstep: Class 17 contains 176321 members 
Mstep: Class 19 contains 10783 members 
Mstep: Class 20 contains 119981 members 
Mstep: Class 21 contains 69920 members 
Mstep: Class 22 contains 4161 members 
Mstep: Class 23 contains 178911 members 
Mstep: Class 24 contains 37570 members 
Mstep: Class 25 contains 95645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87265984.000000 Penalty: 15031.714844
Iteration 66Q: 24 clusters Score -8.726598e+07 nChanged 22901
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 75519 members 
Mstep: Class 3 contains 156043 members 
Mstep: Class 4 contains 150133 members 
Mstep: Class 5 contains 3469 members 
Mstep: Class 6 contains 5361 members 
Mstep: Class 7 contains 138642 members 
Mstep: Class 8 contains 9502 members 
Mstep: Class 9 contains 79764 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 12 contains 32337 members 
Mstep: Class 13 contains 12883 members 
Mstep: Class 14 contains 11229 members 
Mstep: Class 15 contains 164986 members 
Mstep: Class 16 contains 109701 members 
Mstep: Class 17 contains 174617 members 
Mstep: Class 19 contains 11032 members 
Mstep: Class 20 contains 121905 members 
Mstep: Class 21 contains 69951 members 
Mstep: Class 22 contains 4279 members 
Mstep: Class 23 contains 178293 members 
Mstep: Class 24 contains 37135 members 
Mstep: Class 25 contains 95034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87269384.000000 Penalty: 15031.714844
Iteration 67Q: 24 clusters Score -8.726938e+07 nChanged 22234
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 76183 members 
Mstep: Class 3 contains 155775 members 
Mstep: Class 4 contains 149755 members 
Mstep: Class 5 contains 3487 members 
Mstep: Class 6 contains 5578 members 
Mstep: Class 7 contains 138120 members 
Mstep: Class 8 contains 9549 members 
Mstep: Class 9 contains 80061 members 
Mstep: Class 10 contains 10783 members 
Mstep: Class 12 contains 33189 members 
Mstep: Class 13 contains 12918 members 
Mstep: Class 14 contains 11720 members 
Mstep: Class 15 contains 165825 members 
Mstep: Class 16 contains 108717 members 
Mstep: Class 17 contains 173181 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 123353 members 
Mstep: Class 21 contains 70027 members 
Mstep: Class 22 contains 4386 members 
Mstep: Class 23 contains 177450 members 
Mstep: Class 24 contains 36671 members 
Mstep: Class 25 contains 94441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87273200.000000 Penalty: 15031.714844
Iteration 68Q: 24 clusters Score -8.72732e+07 nChanged 21916
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 77569 members 
Mstep: Class 2 contains 76865 members 
Mstep: Class 3 contains 155400 members 
Mstep: Class 4 contains 149459 members 
Mstep: Class 5 contains 3480 members 
Mstep: Class 6 contains 5779 members 
Mstep: Class 7 contains 137668 members 
Mstep: Class 8 contains 9589 members 
Mstep: Class 9 contains 80353 members 
Mstep: Class 10 contains 11141 members 
Mstep: Class 12 contains 34195 members 
Mstep: Class 13 contains 12944 members 
Mstep: Class 14 contains 12239 members 
Mstep: Class 15 contains 166639 members 
Mstep: Class 16 contains 107670 members 
Mstep: Class 17 contains 172030 members 
Mstep: Class 19 contains 11456 members 
Mstep: Class 20 contains 124476 members 
Mstep: Class 21 contains 70096 members 
Mstep: Class 22 contains 4486 members 
Mstep: Class 23 contains 176463 members 
Mstep: Class 24 contains 36305 members 
Mstep: Class 25 contains 93906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87276488.000000 Penalty: 15031.714844
Iteration 69Q: 24 clusters Score -8.727649e+07 nChanged 21727
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 77572 members 
Mstep: Class 3 contains 155043 members 
Mstep: Class 4 contains 149253 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 6027 members 
Mstep: Class 7 contains 137224 members 
Mstep: Class 8 contains 9618 members 
Mstep: Class 9 contains 80592 members 
Mstep: Class 10 contains 11493 members 
Mstep: Class 12 contains 35441 members 
Mstep: Class 13 contains 12989 members 
Mstep: Class 14 contains 12690 members 
Mstep: Class 15 contains 167345 members 
Mstep: Class 16 contains 106578 members 
Mstep: Class 17 contains 171152 members 
Mstep: Class 19 contains 11674 members 
Mstep: Class 20 contains 125254 members 
Mstep: Class 21 contains 70117 members 
Mstep: Class 22 contains 4557 members 
Mstep: Class 23 contains 175358 members 
Mstep: Class 24 contains 35942 members 
Mstep: Class 25 contains 93540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87280712.000000 Penalty: 15031.714844
Iteration 70Q: 24 clusters Score -8.728071e+07 nChanged 21793
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 78286 members 
Mstep: Class 3 contains 154806 members 
Mstep: Class 4 contains 149093 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 6270 members 
Mstep: Class 7 contains 136806 members 
Mstep: Class 8 contains 9646 members 
Mstep: Class 9 contains 80815 members 
Mstep: Class 10 contains 11827 members 
Mstep: Class 12 contains 36856 members 
Mstep: Class 13 contains 13030 members 
Mstep: Class 14 contains 13144 members 
Mstep: Class 15 contains 167852 members 
Mstep: Class 16 contains 105504 members 
Mstep: Class 17 contains 170387 members 
Mstep: Class 19 contains 11878 members 
Mstep: Class 20 contains 125781 members 
Mstep: Class 21 contains 70098 members 
Mstep: Class 22 contains 4606 members 
Mstep: Class 23 contains 174277 members 
Mstep: Class 24 contains 35592 members 
Mstep: Class 25 contains 93268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87284240.000000 Penalty: 15031.714844
Iteration 71Q: 24 clusters Score -8.728424e+07 nChanged 21027
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 79007 members 
Mstep: Class 3 contains 154605 members 
Mstep: Class 4 contains 148904 members 
Mstep: Class 5 contains 3335 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 136493 members 
Mstep: Class 8 contains 9689 members 
Mstep: Class 9 contains 80914 members 
Mstep: Class 10 contains 12179 members 
Mstep: Class 12 contains 38342 members 
Mstep: Class 13 contains 13063 members 
Mstep: Class 14 contains 13629 members 
Mstep: Class 15 contains 168312 members 
Mstep: Class 16 contains 104384 members 
Mstep: Class 17 contains 169588 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 126110 members 
Mstep: Class 21 contains 70074 members 
Mstep: Class 22 contains 4655 members 
Mstep: Class 23 contains 173316 members 
Mstep: Class 24 contains 35279 members 
Mstep: Class 25 contains 93139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87287552.000000 Penalty: 15031.714844
Iteration 72Q: 24 clusters Score -8.728755e+07 nChanged 20222
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 76379 members 
Mstep: Class 2 contains 79727 members 
Mstep: Class 3 contains 154443 members 
Mstep: Class 4 contains 148792 members 
Mstep: Class 5 contains 3310 members 
Mstep: Class 6 contains 6601 members 
Mstep: Class 7 contains 136219 members 
Mstep: Class 8 contains 9735 members 
Mstep: Class 9 contains 80901 members 
Mstep: Class 10 contains 12546 members 
Mstep: Class 12 contains 39990 members 
Mstep: Class 13 contains 13090 members 
Mstep: Class 14 contains 14089 members 
Mstep: Class 15 contains 168508 members 
Mstep: Class 16 contains 103197 members 
Mstep: Class 17 contains 168783 members 
Mstep: Class 19 contains 12206 members 
Mstep: Class 20 contains 126366 members 
Mstep: Class 21 contains 70050 members 
Mstep: Class 22 contains 4681 members 
Mstep: Class 23 contains 172481 members 
Mstep: Class 24 contains 34944 members 
Mstep: Class 25 contains 93170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87291208.000000 Penalty: 15031.714844
Iteration 73Q: 24 clusters Score -8.729121e+07 nChanged 19646
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 80532 members 
Mstep: Class 3 contains 154322 members 
Mstep: Class 4 contains 148743 members 
Mstep: Class 5 contains 3314 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 135949 members 
Mstep: Class 8 contains 9783 members 
Mstep: Class 9 contains 80692 members 
Mstep: Class 10 contains 12903 members 
Mstep: Class 12 contains 41624 members 
Mstep: Class 13 contains 13123 members 
Mstep: Class 14 contains 14522 members 
Mstep: Class 15 contains 168555 members 
Mstep: Class 16 contains 101973 members 
Mstep: Class 17 contains 168088 members 
Mstep: Class 19 contains 12321 members 
Mstep: Class 20 contains 126554 members 
Mstep: Class 21 contains 69991 members 
Mstep: Class 22 contains 4691 members 
Mstep: Class 23 contains 171656 members 
Mstep: Class 24 contains 34646 members 
Mstep: Class 25 contains 93414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87295912.000000 Penalty: 15031.714844
Iteration 74Q: 24 clusters Score -8.729591e+07 nChanged 18929
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 75786 members 
Mstep: Class 2 contains 81305 members 
Mstep: Class 3 contains 154249 members 
Mstep: Class 4 contains 148683 members 
Mstep: Class 5 contains 3351 members 
Mstep: Class 6 contains 6831 members 
Mstep: Class 7 contains 135663 members 
Mstep: Class 8 contains 9829 members 
Mstep: Class 9 contains 80326 members 
Mstep: Class 10 contains 13261 members 
Mstep: Class 12 contains 43320 members 
Mstep: Class 13 contains 13152 members 
Mstep: Class 14 contains 15015 members 
Mstep: Class 15 contains 168375 members 
Mstep: Class 16 contains 100819 members 
Mstep: Class 17 contains 167587 members 
Mstep: Class 19 contains 12447 members 
Mstep: Class 20 contains 126711 members 
Mstep: Class 21 contains 69885 members 
Mstep: Class 22 contains 4710 members 
Mstep: Class 23 contains 170812 members 
Mstep: Class 24 contains 34298 members 
Mstep: Class 25 contains 93793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87298928.000000 Penalty: 15031.714844
Iteration 75Q: 24 clusters Score -8.729893e+07 nChanged 18527
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 81992 members 
Mstep: Class 3 contains 154097 members 
Mstep: Class 4 contains 148694 members 
Mstep: Class 5 contains 3411 members 
Mstep: Class 6 contains 6898 members 
Mstep: Class 7 contains 135340 members 
Mstep: Class 8 contains 9886 members 
Mstep: Class 9 contains 79874 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 12 contains 45152 members 
Mstep: Class 13 contains 13174 members 
Mstep: Class 14 contains 15493 members 
Mstep: Class 15 contains 167894 members 
Mstep: Class 16 contains 99754 members 
Mstep: Class 17 contains 167114 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 126984 members 
Mstep: Class 21 contains 69697 members 
Mstep: Class 22 contains 4706 members 
Mstep: Class 23 contains 170028 members 
Mstep: Class 24 contains 33932 members 
Mstep: Class 25 contains 94356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87302256.000000 Penalty: 15031.714844
Iteration 76Q: 24 clusters Score -8.730226e+07 nChanged 18033
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 82582 members 
Mstep: Class 3 contains 153938 members 
Mstep: Class 4 contains 148672 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 6926 members 
Mstep: Class 7 contains 135077 members 
Mstep: Class 8 contains 9936 members 
Mstep: Class 9 contains 79360 members 
Mstep: Class 10 contains 14072 members 
Mstep: Class 12 contains 47018 members 
Mstep: Class 13 contains 13203 members 
Mstep: Class 14 contains 15962 members 
Mstep: Class 15 contains 167210 members 
Mstep: Class 16 contains 98800 members 
Mstep: Class 17 contains 166704 members 
Mstep: Class 19 contains 12597 members 
Mstep: Class 20 contains 127369 members 
Mstep: Class 21 contains 69481 members 
Mstep: Class 22 contains 4687 members 
Mstep: Class 23 contains 169269 members 
Mstep: Class 24 contains 33550 members 
Mstep: Class 25 contains 95023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87305064.000000 Penalty: 15031.714844
Iteration 77Q: 24 clusters Score -8.730506e+07 nChanged 17499
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 83133 members 
Mstep: Class 3 contains 153737 members 
Mstep: Class 4 contains 148606 members 
Mstep: Class 5 contains 3582 members 
Mstep: Class 6 contains 6950 members 
Mstep: Class 7 contains 134839 members 
Mstep: Class 8 contains 10004 members 
Mstep: Class 9 contains 78925 members 
Mstep: Class 10 contains 14541 members 
Mstep: Class 12 contains 48961 members 
Mstep: Class 13 contains 13230 members 
Mstep: Class 14 contains 16433 members 
Mstep: Class 15 contains 166386 members 
Mstep: Class 16 contains 97805 members 
Mstep: Class 17 contains 166389 members 
Mstep: Class 19 contains 12655 members 
Mstep: Class 20 contains 127706 members 
Mstep: Class 21 contains 69195 members 
Mstep: Class 22 contains 4668 members 
Mstep: Class 23 contains 168582 members 
Mstep: Class 24 contains 33058 members 
Mstep: Class 25 contains 95823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87307720.000000 Penalty: 15031.714844
Iteration 78Q: 24 clusters Score -8.730772e+07 nChanged 17189
Entering ConstructFrom: 
Score: -87307720.000000 Penalty: 15031.714844
Entering ConstructFrom: 
Trying to split cluster 1 (74710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74710 members 
Entering Unmasked Estep 
Score: -4018009.000000 Penalty: 510.572266
	Iteration 0F: 2 clusters Score -4018009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -3967695.250000 Penalty: 1021.144531
	Iteration 0F: 3 clusters Score -3967695 nChanged 36408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -3988990.500000 Penalty: 1021.144531
	Iteration 1F: 3 clusters Score -3988990 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -3989851.250000 Penalty: 1021.144531
	Iteration 2Q: 3 clusters Score -3989851 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3991107.750000 Penalty: 1021.144531
	Iteration 3Q: 3 clusters Score -3991108 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -3992954.000000 Penalty: 1021.144531
	Iteration 4F: 3 clusters Score -3992954 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3995737.500000 Penalty: 1021.144531
	Iteration 5F: 3 clusters Score -3995738 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3999548.250000 Penalty: 1021.144531
	Iteration 6F: 3 clusters Score -3999548 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4004070.500000 Penalty: 1021.144531
	Iteration 7F: 3 clusters Score -4004070 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -4008415.750000 Penalty: 1021.144531
	Iteration 8F: 3 clusters Score -4008416 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -4011655.500000 Penalty: 1021.144531
	Iteration 9Q: 3 clusters Score -4011656 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -4013337.500000 Penalty: 1021.144531
	Iteration 10Q: 3 clusters Score -4013338 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4014226.500000 Penalty: 1021.144531
	Iteration 11Q: 3 clusters Score -4014226 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68120 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -4014748.250000 Penalty: 1021.144531
	Iteration 12Q: 3 clusters Score -4014748 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -4015161.750000 Penalty: 1021.144531
	Iteration 13Q: 3 clusters Score -4015162 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4015546.250000 Penalty: 1021.144531
	Iteration 14Q: 3 clusters Score -4015546 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4015876.250000 Penalty: 1021.144531
	Iteration 15Q: 3 clusters Score -4015876 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -4016140.500000 Penalty: 1021.144531
	Iteration 16Q: 3 clusters Score -4016140 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71338 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4016351.250000 Penalty: 1021.144531
	Iteration 17Q: 3 clusters Score -4016351 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4016533.000000 Penalty: 1021.144531
	Iteration 18Q: 3 clusters Score -4016533 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4016716.250000 Penalty: 1021.144531
	Iteration 19Q: 3 clusters Score -4016716 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4016867.750000 Penalty: 1021.144531
	Iteration 20F: 3 clusters Score -4016868 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4017003.500000 Penalty: 1021.144531
	Iteration 21Q: 3 clusters Score -4017004 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4017089.500000 Penalty: 1021.144531
	Iteration 22Q: 3 clusters Score -4017090 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4017165.000000 Penalty: 1021.144531
	Iteration 23Q: 3 clusters Score -4017165 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4017226.500000 Penalty: 1021.144531
	Iteration 24Q: 3 clusters Score -4017226 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4017278.250000 Penalty: 1021.144531
	Iteration 25Q: 3 clusters Score -4017278 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4017311.250000 Penalty: 1021.144531
	Iteration 26Q: 3 clusters Score -4017311 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73599 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4017340.750000 Penalty: 1021.144531
	Iteration 27Q: 3 clusters Score -4017341 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4017368.750000 Penalty: 1021.144531
	Iteration 28Q: 3 clusters Score -4017369 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73739 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4017400.250000 Penalty: 1021.144531
	Iteration 29Q: 3 clusters Score -4017400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73800 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4017426.750000 Penalty: 1021.144531
	Iteration 30Q: 3 clusters Score -4017427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4017451.250000 Penalty: 1021.144531
	Iteration 31Q: 3 clusters Score -4017451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4017475.500000 Penalty: 1021.144531
	Iteration 32Q: 3 clusters Score -4017476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4017485.000000 Penalty: 1021.144531
	Iteration 33Q: 3 clusters Score -4017485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4017492.750000 Penalty: 1021.144531
	Iteration 34Q: 3 clusters Score -4017493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74004 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4017504.500000 Penalty: 1021.144531
	Iteration 35Q: 3 clusters Score -4017504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4017521.750000 Penalty: 1021.144531
	Iteration 36Q: 3 clusters Score -4017522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74061 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4017528.750000 Penalty: 1021.144531
	Iteration 37Q: 3 clusters Score -4017529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4017540.500000 Penalty: 1021.144531
	Iteration 38Q: 3 clusters Score -4017540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4017540.750000 Penalty: 1021.144531
	Iteration 39Q: 3 clusters Score -4017541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4017548.500000 Penalty: 1021.144531
	Iteration 40F: 3 clusters Score -4017548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4017547.500000 Penalty: 1021.144531
	Iteration 41Q: 3 clusters Score -4017548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4017550.750000 Penalty: 1021.144531
	Iteration 42Q: 3 clusters Score -4017551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4017551.000000 Penalty: 1021.144531
	Iteration 43Q: 3 clusters Score -4017551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4017553.750000 Penalty: 1021.144531
	Iteration 44Q: 3 clusters Score -4017554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74141 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4017560.750000 Penalty: 1021.144531
	Iteration 45Q: 3 clusters Score -4017561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4017561.250000 Penalty: 1021.144531
	Iteration 46Q: 3 clusters Score -4017561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4017571.000000 Penalty: 1021.144531
	Iteration 47Q: 3 clusters Score -4017571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4017573.750000 Penalty: 1021.144531
	Iteration 48Q: 3 clusters Score -4017574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4017574.500000 Penalty: 1021.144531
	Iteration 49Q: 3 clusters Score -4017574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4017571.500000 Penalty: 1021.144531
	Iteration 50Q: 3 clusters Score -4017572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74179 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4017578.500000 Penalty: 1021.144531
	Iteration 51Q: 3 clusters Score -4017578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4017583.000000 Penalty: 1021.144531
	Iteration 52Q: 3 clusters Score -4017583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4017579.500000 Penalty: 1021.144531
	Iteration 53Q: 3 clusters Score -4017580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4017584.000000 Penalty: 1021.144531
	Iteration 54Q: 3 clusters Score -4017584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4017585.250000 Penalty: 1021.144531
	Iteration 55Q: 3 clusters Score -4017585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4017588.750000 Penalty: 1021.144531
	Iteration 56Q: 3 clusters Score -4017589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4017589.500000 Penalty: 1021.144531
	Iteration 57Q: 3 clusters Score -4017590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4017589.500000 Penalty: 1021.144531
	Iteration 58F: 3 clusters Score -4017590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (83615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83615 members 
Entering Unmasked Estep 
Score: -4650324.500000 Penalty: 515.696045
	Iteration 0F: 2 clusters Score -4650324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -4594451.000000 Penalty: 1031.392090
	Iteration 0F: 3 clusters Score -4594451 nChanged 40756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -4618907.500000 Penalty: 1031.392090
	Iteration 1F: 3 clusters Score -4618908 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -4620070.000000 Penalty: 1031.392090
	Iteration 2Q: 3 clusters Score -4620070 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -4621919.000000 Penalty: 1031.392090
	Iteration 3Q: 3 clusters Score -4621919 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -4625218.000000 Penalty: 1031.392090
	Iteration 4F: 3 clusters Score -4625218 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -4630180.500000 Penalty: 1031.392090
	Iteration 5F: 3 clusters Score -4630180 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -4635490.000000 Penalty: 1031.392090
	Iteration 6F: 3 clusters Score -4635490 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -4638775.000000 Penalty: 1031.392090
	Iteration 7F: 3 clusters Score -4638775 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -4640318.500000 Penalty: 1031.392090
	Iteration 8Q: 3 clusters Score -4640318 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -4641640.000000 Penalty: 1031.392090
	Iteration 9Q: 3 clusters Score -4641640 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -4642829.000000 Penalty: 1031.392090
	Iteration 10Q: 3 clusters Score -4642829 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -4643963.000000 Penalty: 1031.392090
	Iteration 11Q: 3 clusters Score -4643963 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -4644830.000000 Penalty: 1031.392090
	Iteration 12Q: 3 clusters Score -4644830 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -4645445.500000 Penalty: 1031.392090
	Iteration 13Q: 3 clusters Score -4645446 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -4645929.000000 Penalty: 1031.392090
	Iteration 14Q: 3 clusters Score -4645929 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -4646282.500000 Penalty: 1031.392090
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4646914 nChanged 557
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Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4647023 nChanged 562
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Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4647152 nChanged 545
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Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4647514 nChanged 566
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Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4647614 nChanged 541
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Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 63622 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4647666 nChanged 513
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Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 64135 members 
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	Iteration 28Q: 3 clusters Score -4647761 nChanged 489
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Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 64624 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4647894 nChanged 502
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Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 67544 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 68031 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 68501 members 
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Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 69000 members 
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Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 70411 members 
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Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 71772 members 
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Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 72188 members 
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Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 72626 members 
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Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 73488 members 
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Mstep: Class 1 contains 9728 members 
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Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 74276 members 
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Mstep: Class 1 contains 8982 members 
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Mstep: Class 1 contains 8665 members 
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Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 75252 members 
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Mstep: Class 1 contains 8054 members 
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Mstep: Class 1 contains 7737 members 
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Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 76446 members 
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Mstep: Class 1 contains 6890 members 
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Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 77019 members 
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Mstep: Class 1 contains 6330 members 
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Mstep: Class 1 contains 6074 members 
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Mstep: Class 1 contains 5832 members 
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Mstep: Class 1 contains 5595 members 
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	Iteration 63Q: 3 clusters Score -4650036 nChanged 206
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Mstep: Class 1 contains 5391 members 
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	Iteration 64Q: 3 clusters Score -4650044 nChanged 182
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Mstep: Class 1 contains 4892 members 
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	Iteration 70Q: 3 clusters Score -4650150 nChanged 119
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Mstep: Class 1 contains 4110 members 
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Mstep: Class 1 contains 3933 members 
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Mstep: Class 1 contains 3769 members 
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	Iteration 78Q: 3 clusters Score -4650222 nChanged 80
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	Iteration 79Q: 3 clusters Score -4650232 nChanged 81
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Mstep: Class 1 contains 3535 members 
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Mstep: Class 1 contains 3462 members 
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	Iteration 81Q: 3 clusters Score -4650238 nChanged 57
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Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -4650256.500000 Penalty: 1031.392090
	Iteration 108Q: 3 clusters Score -4650256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -4650256.000000 Penalty: 1031.392090
	Iteration 109Q: 3 clusters Score -4650256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -4650256.000000 Penalty: 1031.392090
	Iteration 110Q: 3 clusters Score -4650256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -4650253.500000 Penalty: 1031.392090
	Iteration 111Q: 3 clusters Score -4650254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -4650251.500000 Penalty: 1031.392090
	Iteration 112Q: 3 clusters Score -4650252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 80617 members 
Entering Unmasked Estep 
Score: -4650251.500000 Penalty: 1031.392090
	Iteration 113Q: 3 clusters Score -4650252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 80620 members 
Entering Unmasked Estep 
Score: -4650250.000000 Penalty: 1031.392090
	Iteration 114Q: 3 clusters Score -4650250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -4650250.000000 Penalty: 1031.392090
	Iteration 115Q: 3 clusters Score -4650250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -4650251.500000 Penalty: 1031.392090
	Iteration 116Q: 3 clusters Score -4650252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -4650250.500000 Penalty: 1031.392090
	Iteration 117Q: 3 clusters Score -4650250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 80647 members 
Entering Unmasked Estep 
Score: -4650251.500000 Penalty: 1031.392090
	Iteration 118Q: 3 clusters Score -4650252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 80653 members 
Entering Unmasked Estep 
Score: -4650254.000000 Penalty: 1031.392090
	Iteration 119Q: 3 clusters Score -4650254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -4650250.000000 Penalty: 1031.392090
	Iteration 120F: 3 clusters Score -4650250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -4650253.000000 Penalty: 1031.392090
	Iteration 121Q: 3 clusters Score -4650253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -4650248.500000 Penalty: 1031.392090
	Iteration 122Q: 3 clusters Score -4650248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -4650250.000000 Penalty: 1031.392090
	Iteration 123Q: 3 clusters Score -4650250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
Score: -4650250.000000 Penalty: 1031.392090
	Iteration 124Q: 3 clusters Score -4650250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 80705 members 
Entering Unmasked Estep 
Score: -4650250.500000 Penalty: 1031.392090
	Iteration 125Q: 3 clusters Score -4650250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -4650254.000000 Penalty: 1031.392090
	Iteration 126Q: 3 clusters Score -4650254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -4650251.500000 Penalty: 1031.392090
	Iteration 127Q: 3 clusters Score -4650252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 80738 members 
Entering Unmasked Estep 
Score: -4650254.500000 Penalty: 1031.392090
	Iteration 128Q: 3 clusters Score -4650254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -4650255.000000 Penalty: 1031.392090
	Iteration 129Q: 3 clusters Score -4650255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 80759 members 
Entering Unmasked Estep 
Score: -4650254.000000 Penalty: 1031.392090
	Iteration 130Q: 3 clusters Score -4650254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 80763 members 
Entering Unmasked Estep 
Score: -4650254.000000 Penalty: 1031.392090
	Iteration 131Q: 3 clusters Score -4650254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -4650252.000000 Penalty: 1031.392090
	Iteration 132Q: 3 clusters Score -4650252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -4650261.000000 Penalty: 1031.392090
	Iteration 133Q: 3 clusters Score -4650261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -4650254.500000 Penalty: 1031.392090
	Iteration 134Q: 3 clusters Score -4650254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 80779 members 
Entering Unmasked Estep 
Score: -4650254.500000 Penalty: 1031.392090
	Iteration 135Q: 3 clusters Score -4650254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -4650255.000000 Penalty: 1031.392090
	Iteration 136Q: 3 clusters Score -4650255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 80780 members 
Entering Unmasked Estep 
Score: -4650255.000000 Penalty: 1031.392090
	Iteration 137F: 3 clusters Score -4650255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (153574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153574 members 
Entering Unmasked Estep 
Score: -8006192.500000 Penalty: 543.358154
	Iteration 0F: 2 clusters Score -8006192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -7904957.500000 Penalty: 1086.716309
	Iteration 0F: 3 clusters Score -7904958 nChanged 75543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87242 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -7951767.500000 Penalty: 1086.716309
	Iteration 1F: 3 clusters Score -7951768 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93259 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -7954877.000000 Penalty: 1086.716309
	Iteration 2Q: 3 clusters Score -7954877 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101740 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -7960538.000000 Penalty: 1086.716309
	Iteration 3F: 3 clusters Score -7960538 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -7969712.500000 Penalty: 1086.716309
	Iteration 4F: 3 clusters Score -7969712 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123614 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -7981212.500000 Penalty: 1086.716309
	Iteration 5F: 3 clusters Score -7981212 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -7990770.500000 Penalty: 1086.716309
	Iteration 6F: 3 clusters Score -7990770 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138254 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -7996555.500000 Penalty: 1086.716309
	Iteration 7Q: 3 clusters Score -7996556 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142011 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -7999953.000000 Penalty: 1086.716309
	Iteration 8Q: 3 clusters Score -7999953 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144884 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -8002119.000000 Penalty: 1086.716309
	Iteration 9Q: 3 clusters Score -8002119 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147174 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -8003327.000000 Penalty: 1086.716309
	Iteration 10Q: 3 clusters Score -8003327 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -8004134.500000 Penalty: 1086.716309
	Iteration 11Q: 3 clusters Score -8004134 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150203 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8004692.000000 Penalty: 1086.716309
	Iteration 12Q: 3 clusters Score -8004692 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151107 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8005121.500000 Penalty: 1086.716309
	Iteration 13Q: 3 clusters Score -8005122 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151738 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8005427.000000 Penalty: 1086.716309
	Iteration 14Q: 3 clusters Score -8005427 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152190 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8005622.000000 Penalty: 1086.716309
	Iteration 15Q: 3 clusters Score -8005622 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152511 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8005722.500000 Penalty: 1086.716309
	Iteration 16Q: 3 clusters Score -8005722 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152727 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8005792.000000 Penalty: 1086.716309
	Iteration 17Q: 3 clusters Score -8005792 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152852 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8005860.000000 Penalty: 1086.716309
	Iteration 18Q: 3 clusters Score -8005860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152941 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8005979.000000 Penalty: 1086.716309
	Iteration 19Q: 3 clusters Score -8005979 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8006090.000000 Penalty: 1086.716309
	Iteration 20F: 3 clusters Score -8006090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153008 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8006164.500000 Penalty: 1086.716309
	Iteration 21Q: 3 clusters Score -8006164 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153004 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8006218.000000 Penalty: 1086.716309
	Iteration 22Q: 3 clusters Score -8006218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8006283.000000 Penalty: 1086.716309
	Iteration 23Q: 3 clusters Score -8006283 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152970 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8006339.000000 Penalty: 1086.716309
	Iteration 24Q: 3 clusters Score -8006339 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152956 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8006368.500000 Penalty: 1086.716309
	Iteration 25Q: 3 clusters Score -8006368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152938 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8006383.500000 Penalty: 1086.716309
	Iteration 26Q: 3 clusters Score -8006384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152921 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8006398.000000 Penalty: 1086.716309
	Iteration 27Q: 3 clusters Score -8006398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152907 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8006414.500000 Penalty: 1086.716309
	Iteration 28Q: 3 clusters Score -8006414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152889 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8006428.000000 Penalty: 1086.716309
	Iteration 29Q: 3 clusters Score -8006428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152870 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8006432.000000 Penalty: 1086.716309
	Iteration 30Q: 3 clusters Score -8006432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8006432.000000 Penalty: 1086.716309
	Iteration 31Q: 3 clusters Score -8006432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152835 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8006434.000000 Penalty: 1086.716309
	Iteration 32Q: 3 clusters Score -8006434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152825 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8006435.000000 Penalty: 1086.716309
	Iteration 33Q: 3 clusters Score -8006435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152817 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8006437.000000 Penalty: 1086.716309
	Iteration 34Q: 3 clusters Score -8006437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152811 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8006442.500000 Penalty: 1086.716309
	Iteration 35Q: 3 clusters Score -8006442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152806 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8006448.500000 Penalty: 1086.716309
	Iteration 36Q: 3 clusters Score -8006448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152806 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8006447.000000 Penalty: 1086.716309
	Iteration 37Q: 3 clusters Score -8006447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8006449.000000 Penalty: 1086.716309
	Iteration 38Q: 3 clusters Score -8006449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152802 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8006449.500000 Penalty: 1086.716309
	Iteration 39Q: 3 clusters Score -8006450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152801 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8006461.000000 Penalty: 1086.716309
	Iteration 40F: 3 clusters Score -8006461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8006487.000000 Penalty: 1086.716309
	Iteration 41Q: 3 clusters Score -8006487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152761 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8006493.500000 Penalty: 1086.716309
	Iteration 42Q: 3 clusters Score -8006494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152749 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8006506.500000 Penalty: 1086.716309
	Iteration 43Q: 3 clusters Score -8006506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152735 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8006503.000000 Penalty: 1086.716309
	Iteration 44Q: 3 clusters Score -8006503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8006504.000000 Penalty: 1086.716309
	Iteration 45Q: 3 clusters Score -8006504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8006510.000000 Penalty: 1086.716309
	Iteration 46Q: 3 clusters Score -8006510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152690 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8006515.000000 Penalty: 1086.716309
	Iteration 47Q: 3 clusters Score -8006515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152685 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8006517.000000 Penalty: 1086.716309
	Iteration 48Q: 3 clusters Score -8006517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8006531.500000 Penalty: 1086.716309
	Iteration 49Q: 3 clusters Score -8006532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8006534.000000 Penalty: 1086.716309
	Iteration 50Q: 3 clusters Score -8006534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8006538.500000 Penalty: 1086.716309
	Iteration 51Q: 3 clusters Score -8006538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152671 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8006534.500000 Penalty: 1086.716309
	Iteration 52Q: 3 clusters Score -8006534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8006539.500000 Penalty: 1086.716309
	Iteration 53Q: 3 clusters Score -8006540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152669 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8006538.000000 Penalty: 1086.716309
	Iteration 54Q: 3 clusters Score -8006538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8006537.000000 Penalty: 1086.716309
	Iteration 55Q: 3 clusters Score -8006537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152667 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8006535.500000 Penalty: 1086.716309
	Iteration 56Q: 3 clusters Score -8006536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152666 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8006536.500000 Penalty: 1086.716309
	Iteration 57Q: 3 clusters Score -8006536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152665 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8006537.500000 Penalty: 1086.716309
	Iteration 58Q: 3 clusters Score -8006538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8006538.000000 Penalty: 1086.716309
	Iteration 59Q: 3 clusters Score -8006538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152663 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8006537.500000 Penalty: 1086.716309
	Iteration 60F: 3 clusters Score -8006538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 83615 members 
Mstep: Class 3 contains 152663 members 
Mstep: Class 4 contains 148470 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 134552 members 
Mstep: Class 8 contains 10064 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 51024 members 
Mstep: Class 13 contains 13241 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 15 contains 165415 members 
Mstep: Class 16 contains 96966 members 
Mstep: Class 17 contains 166015 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 128030 members 
Mstep: Class 21 contains 68892 members 
Mstep: Class 22 contains 4641 members 
Mstep: Class 23 contains 168027 members 
Mstep: Class 24 contains 32572 members 
Mstep: Class 25 contains 96670 members 
Entering Unmasked Estep 
Score: -87308568.000000 Penalty: 15685.267578
Splitting cluster 3 changes total score from -87307720.000000 to -87308568.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (148470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Entering Unmasked Estep 
Score: -8007594.000000 Penalty: 541.820312
	Iteration 0F: 2 clusters Score -8007594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -7912642.000000 Penalty: 1083.640625
	Iteration 0F: 3 clusters Score -7912642 nChanged 72548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69974 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -7956611.500000 Penalty: 1083.640625
	Iteration 1F: 3 clusters Score -7956612 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -7957991.000000 Penalty: 1083.640625
	Iteration 2Q: 3 clusters Score -7957991 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -7960034.500000 Penalty: 1083.640625
	Iteration 3Q: 3 clusters Score -7960034 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -7963418.500000 Penalty: 1083.640625
	Iteration 4Q: 3 clusters Score -7963418 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
Score: -7969250.000000 Penalty: 1083.640625
	Iteration 5F: 3 clusters Score -7969250 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 112734 members 
Entering Unmasked Estep 
Score: -7978432.500000 Penalty: 1083.640625
	Iteration 6F: 3 clusters Score -7978432 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 125039 members 
Entering Unmasked Estep 
Score: -7988788.500000 Penalty: 1083.640625
	Iteration 7F: 3 clusters Score -7988788 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 134941 members 
Entering Unmasked Estep 
Score: -7997327.000000 Penalty: 1083.640625
	Iteration 8F: 3 clusters Score -7997327 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 141360 members 
Entering Unmasked Estep 
Score: -8002750.500000 Penalty: 1083.640625
	Iteration 9Q: 3 clusters Score -8002750 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 144914 members 
Entering Unmasked Estep 
Score: -8005458.000000 Penalty: 1083.640625
	Iteration 10Q: 3 clusters Score -8005458 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 146782 members 
Entering Unmasked Estep 
Score: -8006456.500000 Penalty: 1083.640625
	Iteration 11Q: 3 clusters Score -8006456 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 147646 members 
Entering Unmasked Estep 
Score: -8006855.500000 Penalty: 1083.640625
	Iteration 12Q: 3 clusters Score -8006856 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 148026 members 
Entering Unmasked Estep 
Score: -8007035.500000 Penalty: 1083.640625
	Iteration 13Q: 3 clusters Score -8007036 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 148189 members 
Entering Unmasked Estep 
Score: -8007069.500000 Penalty: 1083.640625
	Iteration 14Q: 3 clusters Score -8007070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 148252 members 
Entering Unmasked Estep 
Score: -8007110.500000 Penalty: 1083.640625
	Iteration 15Q: 3 clusters Score -8007110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 148283 members 
Entering Unmasked Estep 
Score: -8007133.500000 Penalty: 1083.640625
	Iteration 16Q: 3 clusters Score -8007134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 148295 members 
Entering Unmasked Estep 
Score: -8007141.000000 Penalty: 1083.640625
	Iteration 17Q: 3 clusters Score -8007141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148308 members 
Entering Unmasked Estep 
Score: -8007143.000000 Penalty: 1083.640625
	Iteration 18Q: 3 clusters Score -8007143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 148314 members 
Entering Unmasked Estep 
Score: -8007133.000000 Penalty: 1083.640625
	Iteration 19Q: 3 clusters Score -8007133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 148319 members 
Entering Unmasked Estep 
Score: -8007137.500000 Penalty: 1083.640625
	Iteration 20F: 3 clusters Score -8007138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 148322 members 
Entering Unmasked Estep 
Score: -8007140.500000 Penalty: 1083.640625
	Iteration 21Q: 3 clusters Score -8007140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 148324 members 
Entering Unmasked Estep 
Score: -8007139.000000 Penalty: 1083.640625
	Iteration 22Q: 3 clusters Score -8007139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148326 members 
Entering Unmasked Estep 
Score: -8007141.000000 Penalty: 1083.640625
	Iteration 23Q: 3 clusters Score -8007141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 148327 members 
Entering Unmasked Estep 
Score: -8007142.500000 Penalty: 1083.640625
	Iteration 24Q: 3 clusters Score -8007142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 148329 members 
Entering Unmasked Estep 
Score: -8007143.500000 Penalty: 1083.640625
	Iteration 25Q: 3 clusters Score -8007144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 148332 members 
Entering Unmasked Estep 
Score: -8007142.000000 Penalty: 1083.640625
	Iteration 26Q: 3 clusters Score -8007142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148334 members 
Entering Unmasked Estep 
Score: -8007143.500000 Penalty: 1083.640625
	Iteration 27Q: 3 clusters Score -8007144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 148337 members 
Entering Unmasked Estep 
Score: -8007142.000000 Penalty: 1083.640625
	Iteration 28Q: 3 clusters Score -8007142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 148340 members 
Entering Unmasked Estep 
Score: -8007137.500000 Penalty: 1083.640625
	Iteration 29Q: 3 clusters Score -8007138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 148343 members 
Entering Unmasked Estep 
Score: -8007145.500000 Penalty: 1083.640625
	Iteration 30Q: 3 clusters Score -8007146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148346 members 
Entering Unmasked Estep 
Score: -8007149.000000 Penalty: 1083.640625
	Iteration 31Q: 3 clusters Score -8007149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 148346 members 
Entering Unmasked Estep 
Score: -8007153.000000 Penalty: 1083.640625
	Iteration 32Q: 3 clusters Score -8007153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 148350 members 
Entering Unmasked Estep 
Score: -8007153.000000 Penalty: 1083.640625
	Iteration 33Q: 3 clusters Score -8007153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 148352 members 
Entering Unmasked Estep 
Score: -8007156.000000 Penalty: 1083.640625
	Iteration 34Q: 3 clusters Score -8007156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148355 members 
Entering Unmasked Estep 
Score: -8007161.000000 Penalty: 1083.640625
	Iteration 35Q: 3 clusters Score -8007161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 148358 members 
Entering Unmasked Estep 
Score: -8007163.500000 Penalty: 1083.640625
	Iteration 36Q: 3 clusters Score -8007164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 148360 members 
Entering Unmasked Estep 
Score: -8007160.500000 Penalty: 1083.640625
	Iteration 37Q: 3 clusters Score -8007160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -8007160.000000 Penalty: 1083.640625
	Iteration 38Q: 3 clusters Score -8007160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -8007162.500000 Penalty: 1083.640625
	Iteration 39Q: 3 clusters Score -8007162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -8007162.000000 Penalty: 1083.640625
	Iteration 40F: 3 clusters Score -8007162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -8007166.000000 Penalty: 1083.640625
	Iteration 41Q: 3 clusters Score -8007166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -8007166.000000 Penalty: 1083.640625
	Iteration 42F: 3 clusters Score -8007166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Entering Unmasked Estep 
Score: -193596.187500 Penalty: 373.572998
	Iteration 0F: 2 clusters Score -193596.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -191044.281250 Penalty: 747.145996
	Iteration 0F: 3 clusters Score -191044.3 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -191959.812500 Penalty: 747.145996
	Iteration 1F: 3 clusters Score -191959.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -192109.359375 Penalty: 747.145996
	Iteration 2F: 3 clusters Score -192109.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -192262.296875 Penalty: 747.145996
	Iteration 3F: 3 clusters Score -192262.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -192401.437500 Penalty: 747.145996
	Iteration 4F: 3 clusters Score -192401.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -192536.218750 Penalty: 747.145996
	Iteration 5F: 3 clusters Score -192536.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -192707.531250 Penalty: 747.145996
	Iteration 6F: 3 clusters Score -192707.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -192914.921875 Penalty: 747.145996
	Iteration 7F: 3 clusters Score -192914.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -193064.640625 Penalty: 747.145996
	Iteration 8F: 3 clusters Score -193064.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -193174.296875 Penalty: 747.145996
	Iteration 9Q: 3 clusters Score -193174.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -193231.390625 Penalty: 747.145996
	Iteration 10Q: 3 clusters Score -193231.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -193271.281250 Penalty: 747.145996
	Iteration 11Q: 3 clusters Score -193271.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -193300.859375 Penalty: 747.145996
	Iteration 12Q: 3 clusters Score -193300.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -193318.515625 Penalty: 747.145996
	Iteration 13Q: 3 clusters Score -193318.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -193327.921875 Penalty: 747.145996
	Iteration 14Q: 3 clusters Score -193327.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -193338.203125 Penalty: 747.145996
	Iteration 15Q: 3 clusters Score -193338.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -193350.078125 Penalty: 747.145996
	Iteration 16Q: 3 clusters Score -193350.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -193354.546875 Penalty: 747.145996
	Iteration 17Q: 3 clusters Score -193354.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -193358.156250 Penalty: 747.145996
	Iteration 18Q: 3 clusters Score -193358.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -193359.765625 Penalty: 747.145996
	Iteration 19Q: 3 clusters Score -193359.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -193361.734375 Penalty: 747.145996
	Iteration 20F: 3 clusters Score -193361.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -193363.062500 Penalty: 747.145996
	Iteration 21Q: 3 clusters Score -193363.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -193365.953125 Penalty: 747.145996
	Iteration 22Q: 3 clusters Score -193366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -193368.468750 Penalty: 747.145996
	Iteration 23Q: 3 clusters Score -193368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -193370.218750 Penalty: 747.145996
	Iteration 24Q: 3 clusters Score -193370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -193371.437500 Penalty: 747.145996
	Iteration 25Q: 3 clusters Score -193371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -193371.703125 Penalty: 747.145996
	Iteration 26Q: 3 clusters Score -193371.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -193371.703125 Penalty: 747.145996
	Iteration 27F: 3 clusters Score -193371.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Entering Unmasked Estep 
Score: -405176.218750 Penalty: 402.541809
	Iteration 0F: 2 clusters Score -405176.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -400553.906250 Penalty: 805.083618
	Iteration 0F: 3 clusters Score -400553.9 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -402227.093750 Penalty: 805.083618
	Iteration 1F: 3 clusters Score -402227.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -402320.968750 Penalty: 805.083618
	Iteration 2Q: 3 clusters Score -402321 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -402413.875000 Penalty: 805.083618
	Iteration 3Q: 3 clusters Score -402413.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -402520.625000 Penalty: 805.083618
	Iteration 4Q: 3 clusters Score -402520.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -402636.500000 Penalty: 805.083618
	Iteration 5Q: 3 clusters Score -402636.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -402788.250000 Penalty: 805.083618
	Iteration 6Q: 3 clusters Score -402788.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -402958.781250 Penalty: 805.083618
	Iteration 7Q: 3 clusters Score -402958.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -403182.937500 Penalty: 805.083618
	Iteration 8Q: 3 clusters Score -403182.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -403456.781250 Penalty: 805.083618
	Iteration 9F: 3 clusters Score -403456.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -403740.968750 Penalty: 805.083618
	Iteration 10Q: 3 clusters Score -403741 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -404004.343750 Penalty: 805.083618
	Iteration 11Q: 3 clusters Score -404004.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -404182.500000 Penalty: 805.083618
	Iteration 12Q: 3 clusters Score -404182.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -404293.968750 Penalty: 805.083618
	Iteration 13Q: 3 clusters Score -404294 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -404370.062500 Penalty: 805.083618
	Iteration 14Q: 3 clusters Score -404370.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -404436.593750 Penalty: 805.083618
	Iteration 15Q: 3 clusters Score -404436.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -404493.250000 Penalty: 805.083618
	Iteration 16Q: 3 clusters Score -404493.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -404544.781250 Penalty: 805.083618
	Iteration 17Q: 3 clusters Score -404544.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -404596.406250 Penalty: 805.083618
	Iteration 18Q: 3 clusters Score -404596.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -404636.718750 Penalty: 805.083618
	Iteration 19Q: 3 clusters Score -404636.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -404662.312500 Penalty: 805.083618
	Iteration 20F: 3 clusters Score -404662.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -404687.687500 Penalty: 805.083618
	Iteration 21Q: 3 clusters Score -404687.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -404712.875000 Penalty: 805.083618
	Iteration 22Q: 3 clusters Score -404712.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -404729.312500 Penalty: 805.083618
	Iteration 23Q: 3 clusters Score -404729.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -404737.906250 Penalty: 805.083618
	Iteration 24Q: 3 clusters Score -404737.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -404747.281250 Penalty: 805.083618
	Iteration 25Q: 3 clusters Score -404747.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -404754.812500 Penalty: 805.083618
	Iteration 26Q: 3 clusters Score -404754.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -404762.218750 Penalty: 805.083618
	Iteration 27Q: 3 clusters Score -404762.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -404769.375000 Penalty: 805.083618
	Iteration 28Q: 3 clusters Score -404769.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -404774.656250 Penalty: 805.083618
	Iteration 29Q: 3 clusters Score -404774.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -404782.062500 Penalty: 805.083618
	Iteration 30Q: 3 clusters Score -404782.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -404785.656250 Penalty: 805.083618
	Iteration 31Q: 3 clusters Score -404785.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -404788.562500 Penalty: 805.083618
	Iteration 32Q: 3 clusters Score -404788.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -404794.531250 Penalty: 805.083618
	Iteration 33Q: 3 clusters Score -404794.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -404797.531250 Penalty: 805.083618
	Iteration 34Q: 3 clusters Score -404797.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -404802.218750 Penalty: 805.083618
	Iteration 35Q: 3 clusters Score -404802.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -404806.875000 Penalty: 805.083618
	Iteration 36Q: 3 clusters Score -404806.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -404808.468750 Penalty: 805.083618
	Iteration 37Q: 3 clusters Score -404808.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -404810.125000 Penalty: 805.083618
	Iteration 38Q: 3 clusters Score -404810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -404812.187500 Penalty: 805.083618
	Iteration 39Q: 3 clusters Score -404812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -404813.468750 Penalty: 805.083618
	Iteration 40F: 3 clusters Score -404813.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -404814.968750 Penalty: 805.083618
	Iteration 41Q: 3 clusters Score -404815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -404815.437500 Penalty: 805.083618
	Iteration 42Q: 3 clusters Score -404815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -404815.687500 Penalty: 805.083618
	Iteration 43Q: 3 clusters Score -404815.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -404816.281250 Penalty: 805.083618
	Iteration 44Q: 3 clusters Score -404816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -404815.750000 Penalty: 805.083618
	Iteration 45Q: 3 clusters Score -404815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -404815.750000 Penalty: 805.083618
	Iteration 46F: 3 clusters Score -404815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (134552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134552 members 
Entering Unmasked Estep 
Score: -7331854.000000 Penalty: 537.341614
	Iteration 0F: 2 clusters Score -7331854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -7248040.500000 Penalty: 1074.683228
	Iteration 0F: 3 clusters Score -7248040 nChanged 66187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -7288832.000000 Penalty: 1074.683228
	Iteration 1F: 3 clusters Score -7288832 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -7291446.000000 Penalty: 1074.683228
	Iteration 2Q: 3 clusters Score -7291446 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -7296229.000000 Penalty: 1074.683228
	Iteration 3F: 3 clusters Score -7296229 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -7303693.500000 Penalty: 1074.683228
	Iteration 4F: 3 clusters Score -7303694 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -7311326.000000 Penalty: 1074.683228
	Iteration 5F: 3 clusters Score -7311326 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -7315407.500000 Penalty: 1074.683228
	Iteration 6F: 3 clusters Score -7315408 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -7316416.500000 Penalty: 1074.683228
	Iteration 7Q: 3 clusters Score -7316416 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -7316864.500000 Penalty: 1074.683228
	Iteration 8Q: 3 clusters Score -7316864 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7317097.000000 Penalty: 1074.683228
	Iteration 9Q: 3 clusters Score -7317097 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -7317477.000000 Penalty: 1074.683228
	Iteration 10Q: 3 clusters Score -7317477 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96979 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -7317761.000000 Penalty: 1074.683228
	Iteration 11Q: 3 clusters Score -7317761 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -7318050.000000 Penalty: 1074.683228
	Iteration 12Q: 3 clusters Score -7318050 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100303 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -7318226.000000 Penalty: 1074.683228
	Iteration 13Q: 3 clusters Score -7318226 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -7318466.000000 Penalty: 1074.683228
	Iteration 14Q: 3 clusters Score -7318466 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103288 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -7318756.000000 Penalty: 1074.683228
	Iteration 15Q: 3 clusters Score -7318756 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -7319020.000000 Penalty: 1074.683228
	Iteration 16Q: 3 clusters Score -7319020 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -7319278.000000 Penalty: 1074.683228
	Iteration 17Q: 3 clusters Score -7319278 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -7319620.000000 Penalty: 1074.683228
	Iteration 18Q: 3 clusters Score -7319620 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108293 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -7319899.000000 Penalty: 1074.683228
	Iteration 19Q: 3 clusters Score -7319899 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -7320090.000000 Penalty: 1074.683228
	Iteration 20F: 3 clusters Score -7320090 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110354 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -7320275.500000 Penalty: 1074.683228
	Iteration 21Q: 3 clusters Score -7320276 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111301 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -7320531.000000 Penalty: 1074.683228
	Iteration 22Q: 3 clusters Score -7320531 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112206 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -7320797.500000 Penalty: 1074.683228
	Iteration 23Q: 3 clusters Score -7320798 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113117 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -7321055.500000 Penalty: 1074.683228
	Iteration 24Q: 3 clusters Score -7321056 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113986 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -7321329.000000 Penalty: 1074.683228
	Iteration 25Q: 3 clusters Score -7321329 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114757 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -7321548.500000 Penalty: 1074.683228
	Iteration 26Q: 3 clusters Score -7321548 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115487 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -7321741.500000 Penalty: 1074.683228
	Iteration 27Q: 3 clusters Score -7321742 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116163 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -7321973.000000 Penalty: 1074.683228
	Iteration 28Q: 3 clusters Score -7321973 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -7322122.500000 Penalty: 1074.683228
	Iteration 29Q: 3 clusters Score -7322122 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117513 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -7322374.500000 Penalty: 1074.683228
	Iteration 30Q: 3 clusters Score -7322374 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118165 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -7322600.500000 Penalty: 1074.683228
	Iteration 31Q: 3 clusters Score -7322600 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118830 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -7322819.500000 Penalty: 1074.683228
	Iteration 32Q: 3 clusters Score -7322820 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119445 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -7322989.000000 Penalty: 1074.683228
	Iteration 33Q: 3 clusters Score -7322989 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120046 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -7323146.000000 Penalty: 1074.683228
	Iteration 34Q: 3 clusters Score -7323146 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120646 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -7323409.500000 Penalty: 1074.683228
	Iteration 35Q: 3 clusters Score -7323410 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121214 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -7323617.500000 Penalty: 1074.683228
	Iteration 36Q: 3 clusters Score -7323618 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121779 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -7323849.000000 Penalty: 1074.683228
	Iteration 37Q: 3 clusters Score -7323849 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122350 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -7324099.000000 Penalty: 1074.683228
	Iteration 38Q: 3 clusters Score -7324099 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122897 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -7324265.000000 Penalty: 1074.683228
	Iteration 39Q: 3 clusters Score -7324265 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123458 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -7324548.500000 Penalty: 1074.683228
	Iteration 40F: 3 clusters Score -7324548 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123997 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -7324817.500000 Penalty: 1074.683228
	Iteration 41Q: 3 clusters Score -7324818 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124555 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -7325080.500000 Penalty: 1074.683228
	Iteration 42Q: 3 clusters Score -7325080 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125114 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -7325452.000000 Penalty: 1074.683228
	Iteration 43Q: 3 clusters Score -7325452 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125648 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -7325765.000000 Penalty: 1074.683228
	Iteration 44Q: 3 clusters Score -7325765 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126186 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -7326039.000000 Penalty: 1074.683228
	Iteration 45Q: 3 clusters Score -7326039 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -7326310.000000 Penalty: 1074.683228
	Iteration 46Q: 3 clusters Score -7326310 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127235 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -7326640.000000 Penalty: 1074.683228
	Iteration 47Q: 3 clusters Score -7326640 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127750 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -7326909.000000 Penalty: 1074.683228
	Iteration 48Q: 3 clusters Score -7326909 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128264 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -7327205.000000 Penalty: 1074.683228
	Iteration 49Q: 3 clusters Score -7327205 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128749 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -7327532.000000 Penalty: 1074.683228
	Iteration 50Q: 3 clusters Score -7327532 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129218 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -7327871.000000 Penalty: 1074.683228
	Iteration 51Q: 3 clusters Score -7327871 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129642 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -7328129.000000 Penalty: 1074.683228
	Iteration 52Q: 3 clusters Score -7328129 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130042 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -7328391.000000 Penalty: 1074.683228
	Iteration 53Q: 3 clusters Score -7328391 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130421 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -7328646.500000 Penalty: 1074.683228
	Iteration 54Q: 3 clusters Score -7328646 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130769 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -7328876.000000 Penalty: 1074.683228
	Iteration 55Q: 3 clusters Score -7328876 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7329066.000000 Penalty: 1074.683228
	Iteration 56Q: 3 clusters Score -7329066 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131366 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7329228.500000 Penalty: 1074.683228
	Iteration 57Q: 3 clusters Score -7329228 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131608 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -7329392.500000 Penalty: 1074.683228
	Iteration 58Q: 3 clusters Score -7329392 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131827 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7329515.500000 Penalty: 1074.683228
	Iteration 59Q: 3 clusters Score -7329516 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132017 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7329651.000000 Penalty: 1074.683228
	Iteration 60F: 3 clusters Score -7329651 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132199 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7329770.000000 Penalty: 1074.683228
	Iteration 61Q: 3 clusters Score -7329770 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132377 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7329910.000000 Penalty: 1074.683228
	Iteration 62Q: 3 clusters Score -7329910 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132555 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7330053.000000 Penalty: 1074.683228
	Iteration 63Q: 3 clusters Score -7330053 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132715 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7330184.500000 Penalty: 1074.683228
	Iteration 64Q: 3 clusters Score -7330184 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132841 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7330281.000000 Penalty: 1074.683228
	Iteration 65Q: 3 clusters Score -7330281 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132958 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7330386.000000 Penalty: 1074.683228
	Iteration 66Q: 3 clusters Score -7330386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133065 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7330478.000000 Penalty: 1074.683228
	Iteration 67Q: 3 clusters Score -7330478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133169 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7330541.000000 Penalty: 1074.683228
	Iteration 68Q: 3 clusters Score -7330541 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133275 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -7330625.000000 Penalty: 1074.683228
	Iteration 69Q: 3 clusters Score -7330625 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133355 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7330704.500000 Penalty: 1074.683228
	Iteration 70Q: 3 clusters Score -7330704 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133442 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7330753.500000 Penalty: 1074.683228
	Iteration 71Q: 3 clusters Score -7330754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133505 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7330795.500000 Penalty: 1074.683228
	Iteration 72Q: 3 clusters Score -7330796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133555 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7330838.000000 Penalty: 1074.683228
	Iteration 73Q: 3 clusters Score -7330838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133597 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7330883.000000 Penalty: 1074.683228
	Iteration 74Q: 3 clusters Score -7330883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133637 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7330910.000000 Penalty: 1074.683228
	Iteration 75Q: 3 clusters Score -7330910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133682 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7330952.500000 Penalty: 1074.683228
	Iteration 76Q: 3 clusters Score -7330952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133727 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7330979.000000 Penalty: 1074.683228
	Iteration 77Q: 3 clusters Score -7330979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133765 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7330987.500000 Penalty: 1074.683228
	Iteration 78Q: 3 clusters Score -7330988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133803 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7331008.000000 Penalty: 1074.683228
	Iteration 79Q: 3 clusters Score -7331008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133838 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7331032.500000 Penalty: 1074.683228
	Iteration 80F: 3 clusters Score -7331032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133880 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7331059.500000 Penalty: 1074.683228
	Iteration 81Q: 3 clusters Score -7331060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133908 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7331092.500000 Penalty: 1074.683228
	Iteration 82Q: 3 clusters Score -7331092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133928 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7331100.500000 Penalty: 1074.683228
	Iteration 83Q: 3 clusters Score -7331100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133946 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7331117.500000 Penalty: 1074.683228
	Iteration 84Q: 3 clusters Score -7331118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133973 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7331141.000000 Penalty: 1074.683228
	Iteration 85Q: 3 clusters Score -7331141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133991 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7331164.500000 Penalty: 1074.683228
	Iteration 86Q: 3 clusters Score -7331164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134008 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7331174.500000 Penalty: 1074.683228
	Iteration 87Q: 3 clusters Score -7331174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134030 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7331196.500000 Penalty: 1074.683228
	Iteration 88Q: 3 clusters Score -7331196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134056 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7331221.500000 Penalty: 1074.683228
	Iteration 89Q: 3 clusters Score -7331222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134080 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7331242.500000 Penalty: 1074.683228
	Iteration 90Q: 3 clusters Score -7331242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7331263.500000 Penalty: 1074.683228
	Iteration 91Q: 3 clusters Score -7331264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134119 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7331268.500000 Penalty: 1074.683228
	Iteration 92Q: 3 clusters Score -7331268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134137 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7331297.500000 Penalty: 1074.683228
	Iteration 93Q: 3 clusters Score -7331298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134147 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7331305.000000 Penalty: 1074.683228
	Iteration 94Q: 3 clusters Score -7331305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134157 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7331306.500000 Penalty: 1074.683228
	Iteration 95Q: 3 clusters Score -7331306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134158 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7331314.000000 Penalty: 1074.683228
	Iteration 96Q: 3 clusters Score -7331314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134164 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7331322.000000 Penalty: 1074.683228
	Iteration 97Q: 3 clusters Score -7331322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134170 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7331328.500000 Penalty: 1074.683228
	Iteration 98Q: 3 clusters Score -7331328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134172 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7331329.500000 Penalty: 1074.683228
	Iteration 99Q: 3 clusters Score -7331330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134172 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7331335.000000 Penalty: 1074.683228
	Iteration 100F: 3 clusters Score -7331335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134175 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7331337.000000 Penalty: 1074.683228
	Iteration 101Q: 3 clusters Score -7331337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134178 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7331338.500000 Penalty: 1074.683228
	Iteration 102Q: 3 clusters Score -7331338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134181 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7331339.000000 Penalty: 1074.683228
	Iteration 103Q: 3 clusters Score -7331339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134183 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7331343.500000 Penalty: 1074.683228
	Iteration 104Q: 3 clusters Score -7331344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7331349.000000 Penalty: 1074.683228
	Iteration 105Q: 3 clusters Score -7331349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7331348.500000 Penalty: 1074.683228
	Iteration 106Q: 3 clusters Score -7331348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7331348.500000 Penalty: 1074.683228
	Iteration 107F: 3 clusters Score -7331348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Entering Unmasked Estep 
Score: -529438.312500 Penalty: 419.360748
	Iteration 0F: 2 clusters Score -529438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -522738.843750 Penalty: 838.721497
	Iteration 0F: 3 clusters Score -522738.8 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -525834.187500 Penalty: 838.721497
	Iteration 1F: 3 clusters Score -525834.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -526440.312500 Penalty: 838.721497
	Iteration 2F: 3 clusters Score -526440.3 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -527039.125000 Penalty: 838.721497
	Iteration 3F: 3 clusters Score -527039.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -527565.312500 Penalty: 838.721497
	Iteration 4F: 3 clusters Score -527565.3 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -527922.187500 Penalty: 838.721497
	Iteration 5F: 3 clusters Score -527922.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -528147.062500 Penalty: 838.721497
	Iteration 6Q: 3 clusters Score -528147.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -528298.312500 Penalty: 838.721497
	Iteration 7Q: 3 clusters Score -528298.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -528426.125000 Penalty: 838.721497
	Iteration 8Q: 3 clusters Score -528426.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -528558.375000 Penalty: 838.721497
	Iteration 9Q: 3 clusters Score -528558.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -528699.812500 Penalty: 838.721497
	Iteration 10Q: 3 clusters Score -528699.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -528881.812500 Penalty: 838.721497
	Iteration 11Q: 3 clusters Score -528881.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -529074.187500 Penalty: 838.721497
	Iteration 12Q: 3 clusters Score -529074.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -529252.500000 Penalty: 838.721497
	Iteration 13Q: 3 clusters Score -529252.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -529349.062500 Penalty: 838.721497
	Iteration 14Q: 3 clusters Score -529349.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -529408.625000 Penalty: 838.721497
	Iteration 15Q: 3 clusters Score -529408.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -529448.687500 Penalty: 838.721497
	Iteration 16Q: 3 clusters Score -529448.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -529479.375000 Penalty: 838.721497
	Iteration 17Q: 3 clusters Score -529479.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -529493.375000 Penalty: 838.721497
	Iteration 18Q: 3 clusters Score -529493.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -529500.000000 Penalty: 838.721497
	Iteration 19Q: 3 clusters Score -529500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -529503.312500 Penalty: 838.721497
	Iteration 20F: 3 clusters Score -529503.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -529509.187500 Penalty: 838.721497
	Iteration 21Q: 3 clusters Score -529509.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -529514.562500 Penalty: 838.721497
	Iteration 22Q: 3 clusters Score -529514.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -529517.375000 Penalty: 838.721497
	Iteration 23Q: 3 clusters Score -529517.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -529522.125000 Penalty: 838.721497
	Iteration 24Q: 3 clusters Score -529522.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -529527.250000 Penalty: 838.721497
	Iteration 25Q: 3 clusters Score -529527.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -529531.750000 Penalty: 838.721497
	Iteration 26Q: 3 clusters Score -529531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -529533.062500 Penalty: 838.721497
	Iteration 27Q: 3 clusters Score -529533.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -529535.562500 Penalty: 838.721497
	Iteration 28Q: 3 clusters Score -529535.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -529535.750000 Penalty: 838.721497
	Iteration 29Q: 3 clusters Score -529535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -529536.000000 Penalty: 838.721497
	Iteration 30Q: 3 clusters Score -529536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -529536.125000 Penalty: 838.721497
	Iteration 31Q: 3 clusters Score -529536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -529536.500000 Penalty: 838.721497
	Iteration 32Q: 3 clusters Score -529536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -529536.500000 Penalty: 838.721497
	Iteration 33Q: 3 clusters Score -529536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -529536.500000 Penalty: 838.721497
	Iteration 34F: 3 clusters Score -529536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 83615 members 
Mstep: Class 3 contains 152663 members 
Mstep: Class 4 contains 148470 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 134552 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 51024 members 
Mstep: Class 13 contains 13241 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 15 contains 165415 members 
Mstep: Class 16 contains 96966 members 
Mstep: Class 17 contains 166015 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 128030 members 
Mstep: Class 21 contains 68892 members 
Mstep: Class 22 contains 4641 members 
Mstep: Class 23 contains 168027 members 
Mstep: Class 24 contains 32572 members 
Mstep: Class 25 contains 96670 members 
Entering Unmasked Estep 
Score: -87308392.000000 Penalty: 16338.820312
Splitting cluster 8 changes total score from -87307720.000000 to -87308392.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 9 (78511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Entering Unmasked Estep 
Score: -4359781.000000 Penalty: 512.830261
	Iteration 0F: 2 clusters Score -4359781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -4307110.000000 Penalty: 1025.660522
	Iteration 0F: 3 clusters Score -4307110 nChanged 38139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -4330589.000000 Penalty: 1025.660522
	Iteration 1F: 3 clusters Score -4330589 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4332135.000000 Penalty: 1025.660522
	Iteration 2Q: 3 clusters Score -4332135 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -4334698.000000 Penalty: 1025.660522
	Iteration 3F: 3 clusters Score -4334698 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -4338684.500000 Penalty: 1025.660522
	Iteration 4F: 3 clusters Score -4338684 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -4343889.500000 Penalty: 1025.660522
	Iteration 5F: 3 clusters Score -4343890 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -4348987.500000 Penalty: 1025.660522
	Iteration 6F: 3 clusters Score -4348988 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -4352428.000000 Penalty: 1025.660522
	Iteration 7Q: 3 clusters Score -4352428 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -4354582.500000 Penalty: 1025.660522
	Iteration 8Q: 3 clusters Score -4354582 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -4355821.500000 Penalty: 1025.660522
	Iteration 9Q: 3 clusters Score -4355822 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -4356596.000000 Penalty: 1025.660522
	Iteration 10Q: 3 clusters Score -4356596 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -4357181.500000 Penalty: 1025.660522
	Iteration 11Q: 3 clusters Score -4357182 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73017 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4357620.000000 Penalty: 1025.660522
	Iteration 12Q: 3 clusters Score -4357620 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -4357904.500000 Penalty: 1025.660522
	Iteration 13Q: 3 clusters Score -4357904 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73884 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4358136.500000 Penalty: 1025.660522
	Iteration 14Q: 3 clusters Score -4358136 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4358337.000000 Penalty: 1025.660522
	Iteration 15Q: 3 clusters Score -4358337 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74544 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -4358504.000000 Penalty: 1025.660522
	Iteration 16Q: 3 clusters Score -4358504 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4358631.500000 Penalty: 1025.660522
	Iteration 17Q: 3 clusters Score -4358632 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4358752.000000 Penalty: 1025.660522
	Iteration 18Q: 3 clusters Score -4358752 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75221 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4358842.500000 Penalty: 1025.660522
	Iteration 19Q: 3 clusters Score -4358842 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4358926.000000 Penalty: 1025.660522
	Iteration 20F: 3 clusters Score -4358926 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4358998.500000 Penalty: 1025.660522
	Iteration 21Q: 3 clusters Score -4358998 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75710 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4359045.000000 Penalty: 1025.660522
	Iteration 22Q: 3 clusters Score -4359045 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4359067.000000 Penalty: 1025.660522
	Iteration 23Q: 3 clusters Score -4359067 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4359104.500000 Penalty: 1025.660522
	Iteration 24Q: 3 clusters Score -4359104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4359132.000000 Penalty: 1025.660522
	Iteration 25Q: 3 clusters Score -4359132 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4359174.500000 Penalty: 1025.660522
	Iteration 26Q: 3 clusters Score -4359174 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4359192.000000 Penalty: 1025.660522
	Iteration 27Q: 3 clusters Score -4359192 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76272 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4359213.000000 Penalty: 1025.660522
	Iteration 28Q: 3 clusters Score -4359213 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4359246.000000 Penalty: 1025.660522
	Iteration 29Q: 3 clusters Score -4359246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4359265.000000 Penalty: 1025.660522
	Iteration 30Q: 3 clusters Score -4359265 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4359278.000000 Penalty: 1025.660522
	Iteration 31Q: 3 clusters Score -4359278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4359298.000000 Penalty: 1025.660522
	Iteration 32Q: 3 clusters Score -4359298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4359301.000000 Penalty: 1025.660522
	Iteration 33Q: 3 clusters Score -4359301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4359300.000000 Penalty: 1025.660522
	Iteration 34Q: 3 clusters Score -4359300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4359306.500000 Penalty: 1025.660522
	Iteration 35Q: 3 clusters Score -4359306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76617 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4359311.500000 Penalty: 1025.660522
	Iteration 36Q: 3 clusters Score -4359312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4359307.000000 Penalty: 1025.660522
	Iteration 37Q: 3 clusters Score -4359307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4359304.500000 Penalty: 1025.660522
	Iteration 38Q: 3 clusters Score -4359304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4359310.000000 Penalty: 1025.660522
	Iteration 39Q: 3 clusters Score -4359310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4359313.500000 Penalty: 1025.660522
	Iteration 40F: 3 clusters Score -4359314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4359318.000000 Penalty: 1025.660522
	Iteration 41Q: 3 clusters Score -4359318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4359319.000000 Penalty: 1025.660522
	Iteration 42Q: 3 clusters Score -4359319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4359322.500000 Penalty: 1025.660522
	Iteration 43Q: 3 clusters Score -4359322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4359323.500000 Penalty: 1025.660522
	Iteration 44Q: 3 clusters Score -4359324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4359322.000000 Penalty: 1025.660522
	Iteration 45Q: 3 clusters Score -4359322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4359326.500000 Penalty: 1025.660522
	Iteration 46Q: 3 clusters Score -4359326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4359325.000000 Penalty: 1025.660522
	Iteration 47Q: 3 clusters Score -4359325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4359325.500000 Penalty: 1025.660522
	Iteration 48Q: 3 clusters Score -4359326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4359328.500000 Penalty: 1025.660522
	Iteration 49Q: 3 clusters Score -4359328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4359328.000000 Penalty: 1025.660522
	Iteration 50Q: 3 clusters Score -4359328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4359324.500000 Penalty: 1025.660522
	Iteration 51Q: 3 clusters Score -4359324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76797 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4359325.000000 Penalty: 1025.660522
	Iteration 52Q: 3 clusters Score -4359325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4359325.500000 Penalty: 1025.660522
	Iteration 53Q: 3 clusters Score -4359326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4359320.500000 Penalty: 1025.660522
	Iteration 54Q: 3 clusters Score -4359320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4359319.500000 Penalty: 1025.660522
	Iteration 55Q: 3 clusters Score -4359320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76828 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4359311.500000 Penalty: 1025.660522
	Iteration 56Q: 3 clusters Score -4359312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76838 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4359313.500000 Penalty: 1025.660522
	Iteration 57Q: 3 clusters Score -4359314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4359316.000000 Penalty: 1025.660522
	Iteration 58Q: 3 clusters Score -4359316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76864 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4359325.000000 Penalty: 1025.660522
	Iteration 59Q: 3 clusters Score -4359325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4359324.500000 Penalty: 1025.660522
	Iteration 60F: 3 clusters Score -4359324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76887 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4359325.500000 Penalty: 1025.660522
	Iteration 61Q: 3 clusters Score -4359326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4359329.500000 Penalty: 1025.660522
	Iteration 62Q: 3 clusters Score -4359330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76917 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4359330.500000 Penalty: 1025.660522
	Iteration 63Q: 3 clusters Score -4359330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4359334.500000 Penalty: 1025.660522
	Iteration 64Q: 3 clusters Score -4359334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4359339.500000 Penalty: 1025.660522
	Iteration 65Q: 3 clusters Score -4359340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4359350.000000 Penalty: 1025.660522
	Iteration 66Q: 3 clusters Score -4359350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4359350.000000 Penalty: 1025.660522
	Iteration 67Q: 3 clusters Score -4359350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4359354.500000 Penalty: 1025.660522
	Iteration 68Q: 3 clusters Score -4359354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4359360.500000 Penalty: 1025.660522
	Iteration 69Q: 3 clusters Score -4359360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4359356.000000 Penalty: 1025.660522
	Iteration 70Q: 3 clusters Score -4359356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4359368.000000 Penalty: 1025.660522
	Iteration 71Q: 3 clusters Score -4359368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4359379.000000 Penalty: 1025.660522
	Iteration 72Q: 3 clusters Score -4359379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4359381.000000 Penalty: 1025.660522
	Iteration 73Q: 3 clusters Score -4359381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4359385.500000 Penalty: 1025.660522
	Iteration 74Q: 3 clusters Score -4359386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77238 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4359382.000000 Penalty: 1025.660522
	Iteration 75Q: 3 clusters Score -4359382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4359396.000000 Penalty: 1025.660522
	Iteration 76Q: 3 clusters Score -4359396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4359398.500000 Penalty: 1025.660522
	Iteration 77Q: 3 clusters Score -4359398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4359404.500000 Penalty: 1025.660522
	Iteration 78Q: 3 clusters Score -4359404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4359407.000000 Penalty: 1025.660522
	Iteration 79Q: 3 clusters Score -4359407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4359403.500000 Penalty: 1025.660522
	Iteration 80F: 3 clusters Score -4359404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4359415.500000 Penalty: 1025.660522
	Iteration 81Q: 3 clusters Score -4359416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4359420.000000 Penalty: 1025.660522
	Iteration 82Q: 3 clusters Score -4359420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77425 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4359425.500000 Penalty: 1025.660522
	Iteration 83Q: 3 clusters Score -4359426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4359428.000000 Penalty: 1025.660522
	Iteration 84Q: 3 clusters Score -4359428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77456 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4359432.500000 Penalty: 1025.660522
	Iteration 85Q: 3 clusters Score -4359432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4359436.500000 Penalty: 1025.660522
	Iteration 86Q: 3 clusters Score -4359436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4359439.000000 Penalty: 1025.660522
	Iteration 87Q: 3 clusters Score -4359439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4359444.000000 Penalty: 1025.660522
	Iteration 88Q: 3 clusters Score -4359444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4359447.500000 Penalty: 1025.660522
	Iteration 89Q: 3 clusters Score -4359448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4359448.000000 Penalty: 1025.660522
	Iteration 90Q: 3 clusters Score -4359448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4359451.000000 Penalty: 1025.660522
	Iteration 91Q: 3 clusters Score -4359451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77499 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4359449.000000 Penalty: 1025.660522
	Iteration 92Q: 3 clusters Score -4359449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4359446.000000 Penalty: 1025.660522
	Iteration 93Q: 3 clusters Score -4359446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4359447.500000 Penalty: 1025.660522
	Iteration 94Q: 3 clusters Score -4359448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4359447.500000 Penalty: 1025.660522
	Iteration 95Q: 3 clusters Score -4359448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4359449.500000 Penalty: 1025.660522
	Iteration 96Q: 3 clusters Score -4359450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4359449.000000 Penalty: 1025.660522
	Iteration 97Q: 3 clusters Score -4359449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4359454.500000 Penalty: 1025.660522
	Iteration 98Q: 3 clusters Score -4359454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4359456.500000 Penalty: 1025.660522
	Iteration 99Q: 3 clusters Score -4359456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77549 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4359455.000000 Penalty: 1025.660522
	Iteration 100F: 3 clusters Score -4359455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4359456.500000 Penalty: 1025.660522
	Iteration 101Q: 3 clusters Score -4359456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4359459.000000 Penalty: 1025.660522
	Iteration 102Q: 3 clusters Score -4359459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4359457.000000 Penalty: 1025.660522
	Iteration 103Q: 3 clusters Score -4359457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4359458.500000 Penalty: 1025.660522
	Iteration 104Q: 3 clusters Score -4359458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4359458.500000 Penalty: 1025.660522
	Iteration 105Q: 3 clusters Score -4359458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77583 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4359458.500000 Penalty: 1025.660522
	Iteration 106Q: 3 clusters Score -4359458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4359457.500000 Penalty: 1025.660522
	Iteration 107Q: 3 clusters Score -4359458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4359460.000000 Penalty: 1025.660522
	Iteration 108Q: 3 clusters Score -4359460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4359458.500000 Penalty: 1025.660522
	Iteration 109Q: 3 clusters Score -4359458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4359459.500000 Penalty: 1025.660522
	Iteration 110Q: 3 clusters Score -4359460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77602 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4359460.500000 Penalty: 1025.660522
	Iteration 111Q: 3 clusters Score -4359460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4359460.000000 Penalty: 1025.660522
	Iteration 112Q: 3 clusters Score -4359460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4359462.500000 Penalty: 1025.660522
	Iteration 113Q: 3 clusters Score -4359462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4359467.500000 Penalty: 1025.660522
	Iteration 114Q: 3 clusters Score -4359468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4359468.500000 Penalty: 1025.660522
	Iteration 115Q: 3 clusters Score -4359468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77619 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4359470.500000 Penalty: 1025.660522
	Iteration 116Q: 3 clusters Score -4359470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4359465.500000 Penalty: 1025.660522
	Iteration 117Q: 3 clusters Score -4359466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4359467.000000 Penalty: 1025.660522
	Iteration 118Q: 3 clusters Score -4359467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4359468.000000 Penalty: 1025.660522
	Iteration 119Q: 3 clusters Score -4359468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4359467.000000 Penalty: 1025.660522
	Iteration 120F: 3 clusters Score -4359467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4359472.500000 Penalty: 1025.660522
	Iteration 121Q: 3 clusters Score -4359472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4359472.000000 Penalty: 1025.660522
	Iteration 122Q: 3 clusters Score -4359472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4359471.000000 Penalty: 1025.660522
	Iteration 123Q: 3 clusters Score -4359471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4359468.000000 Penalty: 1025.660522
	Iteration 124Q: 3 clusters Score -4359468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4359467.500000 Penalty: 1025.660522
	Iteration 125Q: 3 clusters Score -4359468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4359471.500000 Penalty: 1025.660522
	Iteration 126Q: 3 clusters Score -4359472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4359470.000000 Penalty: 1025.660522
	Iteration 127Q: 3 clusters Score -4359470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4359470.000000 Penalty: 1025.660522
	Iteration 128Q: 3 clusters Score -4359470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4359468.000000 Penalty: 1025.660522
	Iteration 129Q: 3 clusters Score -4359468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4359469.500000 Penalty: 1025.660522
	Iteration 130Q: 3 clusters Score -4359470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4359467.000000 Penalty: 1025.660522
	Iteration 131Q: 3 clusters Score -4359467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4359468.000000 Penalty: 1025.660522
	Iteration 132Q: 3 clusters Score -4359468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4359468.500000 Penalty: 1025.660522
	Iteration 133Q: 3 clusters Score -4359468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4359470.000000 Penalty: 1025.660522
	Iteration 134Q: 3 clusters Score -4359470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4359470.000000 Penalty: 1025.660522
	Iteration 135F: 3 clusters Score -4359470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Entering Unmasked Estep 
Score: -808145.187500 Penalty: 437.655457
	Iteration 0F: 2 clusters Score -808145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -798089.562500 Penalty: 875.310913
	Iteration 0F: 3 clusters Score -798089.6 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -802125.187500 Penalty: 875.310913
	Iteration 1F: 3 clusters Score -802125.2 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -802544.500000 Penalty: 875.310913
	Iteration 2F: 3 clusters Score -802544.5 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -803140.937500 Penalty: 875.310913
	Iteration 3F: 3 clusters Score -803140.9 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -804070.187500 Penalty: 875.310913
	Iteration 4F: 3 clusters Score -804070.2 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -805112.812500 Penalty: 875.310913
	Iteration 5F: 3 clusters Score -805112.8 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -805928.812500 Penalty: 875.310913
	Iteration 6F: 3 clusters Score -805928.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -806466.125000 Penalty: 875.310913
	Iteration 7Q: 3 clusters Score -806466.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -806810.937500 Penalty: 875.310913
	Iteration 8Q: 3 clusters Score -806810.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -807006.000000 Penalty: 875.310913
	Iteration 9Q: 3 clusters Score -807006 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -807118.875000 Penalty: 875.310913
	Iteration 10Q: 3 clusters Score -807118.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -807212.625000 Penalty: 875.310913
	Iteration 11Q: 3 clusters Score -807212.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -807311.812500 Penalty: 875.310913
	Iteration 12Q: 3 clusters Score -807311.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -807388.062500 Penalty: 875.310913
	Iteration 13Q: 3 clusters Score -807388.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -807444.625000 Penalty: 875.310913
	Iteration 14Q: 3 clusters Score -807444.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -807498.812500 Penalty: 875.310913
	Iteration 15Q: 3 clusters Score -807498.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -807539.500000 Penalty: 875.310913
	Iteration 16Q: 3 clusters Score -807539.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -807573.500000 Penalty: 875.310913
	Iteration 17Q: 3 clusters Score -807573.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -807600.875000 Penalty: 875.310913
	Iteration 18Q: 3 clusters Score -807600.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -807617.562500 Penalty: 875.310913
	Iteration 19Q: 3 clusters Score -807617.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -807636.000000 Penalty: 875.310913
	Iteration 20F: 3 clusters Score -807636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -807652.125000 Penalty: 875.310913
	Iteration 21Q: 3 clusters Score -807652.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -807672.687500 Penalty: 875.310913
	Iteration 22Q: 3 clusters Score -807672.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -807687.625000 Penalty: 875.310913
	Iteration 23Q: 3 clusters Score -807687.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -807698.000000 Penalty: 875.310913
	Iteration 24Q: 3 clusters Score -807698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -807705.000000 Penalty: 875.310913
	Iteration 25Q: 3 clusters Score -807705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -807711.375000 Penalty: 875.310913
	Iteration 26Q: 3 clusters Score -807711.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -807713.000000 Penalty: 875.310913
	Iteration 27Q: 3 clusters Score -807713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -807719.375000 Penalty: 875.310913
	Iteration 28Q: 3 clusters Score -807719.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -807724.812500 Penalty: 875.310913
	Iteration 29Q: 3 clusters Score -807724.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -807730.562500 Penalty: 875.310913
	Iteration 30Q: 3 clusters Score -807730.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -807734.500000 Penalty: 875.310913
	Iteration 31Q: 3 clusters Score -807734.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -807735.687500 Penalty: 875.310913
	Iteration 32Q: 3 clusters Score -807735.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -807739.625000 Penalty: 875.310913
	Iteration 33Q: 3 clusters Score -807739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -807742.750000 Penalty: 875.310913
	Iteration 34Q: 3 clusters Score -807742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -807746.062500 Penalty: 875.310913
	Iteration 35Q: 3 clusters Score -807746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -807745.687500 Penalty: 875.310913
	Iteration 36Q: 3 clusters Score -807745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -807746.375000 Penalty: 875.310913
	Iteration 37Q: 3 clusters Score -807746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -807746.375000 Penalty: 875.310913
	Iteration 38F: 3 clusters Score -807746.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Entering Unmasked Estep 
Score: -2748866.500000 Penalty: 493.222351
	Iteration 0F: 2 clusters Score -2748866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -2714601.250000 Penalty: 986.444702
	Iteration 0F: 3 clusters Score -2714601 nChanged 24814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -2730172.500000 Penalty: 986.444702
	Iteration 1F: 3 clusters Score -2730172 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -2732177.000000 Penalty: 986.444702
	Iteration 2F: 3 clusters Score -2732177 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -2735202.500000 Penalty: 986.444702
	Iteration 3F: 3 clusters Score -2735202 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -2738948.250000 Penalty: 986.444702
	Iteration 4F: 3 clusters Score -2738948 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2741866.250000 Penalty: 986.444702
	Iteration 5F: 3 clusters Score -2741866 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -2743035.500000 Penalty: 986.444702
	Iteration 6F: 3 clusters Score -2743036 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2743420.500000 Penalty: 986.444702
	Iteration 7Q: 3 clusters Score -2743420 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -2743666.000000 Penalty: 986.444702
	Iteration 8Q: 3 clusters Score -2743666 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2743874.750000 Penalty: 986.444702
	Iteration 9Q: 3 clusters Score -2743875 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2744102.000000 Penalty: 986.444702
	Iteration 10Q: 3 clusters Score -2744102 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2744303.500000 Penalty: 986.444702
	Iteration 11Q: 3 clusters Score -2744304 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2744504.000000 Penalty: 986.444702
	Iteration 12Q: 3 clusters Score -2744504 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2744674.750000 Penalty: 986.444702
	Iteration 13Q: 3 clusters Score -2744675 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2744840.000000 Penalty: 986.444702
	Iteration 14Q: 3 clusters Score -2744840 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2744962.750000 Penalty: 986.444702
	Iteration 15Q: 3 clusters Score -2744963 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2745062.500000 Penalty: 986.444702
	Iteration 16Q: 3 clusters Score -2745062 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2745170.000000 Penalty: 986.444702
	Iteration 17Q: 3 clusters Score -2745170 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2745241.500000 Penalty: 986.444702
	Iteration 18Q: 3 clusters Score -2745242 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2745309.750000 Penalty: 986.444702
	Iteration 19Q: 3 clusters Score -2745310 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2745367.250000 Penalty: 986.444702
	Iteration 20F: 3 clusters Score -2745367 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2745424.750000 Penalty: 986.444702
	Iteration 21Q: 3 clusters Score -2745425 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2745466.750000 Penalty: 986.444702
	Iteration 22Q: 3 clusters Score -2745467 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2745525.250000 Penalty: 986.444702
	Iteration 23Q: 3 clusters Score -2745525 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2745586.000000 Penalty: 986.444702
	Iteration 24Q: 3 clusters Score -2745586 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2745645.500000 Penalty: 986.444702
	Iteration 25Q: 3 clusters Score -2745646 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2745735.750000 Penalty: 986.444702
	Iteration 26Q: 3 clusters Score -2745736 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2745799.750000 Penalty: 986.444702
	Iteration 27Q: 3 clusters Score -2745800 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2745861.750000 Penalty: 986.444702
	Iteration 28Q: 3 clusters Score -2745862 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2745939.000000 Penalty: 986.444702
	Iteration 29Q: 3 clusters Score -2745939 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2746034.000000 Penalty: 986.444702
	Iteration 30Q: 3 clusters Score -2746034 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2746118.500000 Penalty: 986.444702
	Iteration 31Q: 3 clusters Score -2746118 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2746174.750000 Penalty: 986.444702
	Iteration 32Q: 3 clusters Score -2746175 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2746232.500000 Penalty: 986.444702
	Iteration 33Q: 3 clusters Score -2746232 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2746304.250000 Penalty: 986.444702
	Iteration 34Q: 3 clusters Score -2746304 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2746364.250000 Penalty: 986.444702
	Iteration 35Q: 3 clusters Score -2746364 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2746410.750000 Penalty: 986.444702
	Iteration 36Q: 3 clusters Score -2746411 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2746470.750000 Penalty: 986.444702
	Iteration 37Q: 3 clusters Score -2746471 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2746533.000000 Penalty: 986.444702
	Iteration 38Q: 3 clusters Score -2746533 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2746557.250000 Penalty: 986.444702
	Iteration 39Q: 3 clusters Score -2746557 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2746607.750000 Penalty: 986.444702
	Iteration 40F: 3 clusters Score -2746608 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2746677.250000 Penalty: 986.444702
	Iteration 41Q: 3 clusters Score -2746677 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2746742.750000 Penalty: 986.444702
	Iteration 42Q: 3 clusters Score -2746743 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2746781.500000 Penalty: 986.444702
	Iteration 43Q: 3 clusters Score -2746782 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2746821.500000 Penalty: 986.444702
	Iteration 44Q: 3 clusters Score -2746822 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2746858.000000 Penalty: 986.444702
	Iteration 45Q: 3 clusters Score -2746858 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2746900.500000 Penalty: 986.444702
	Iteration 46Q: 3 clusters Score -2746900 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2746927.500000 Penalty: 986.444702
	Iteration 47Q: 3 clusters Score -2746928 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2746951.250000 Penalty: 986.444702
	Iteration 48Q: 3 clusters Score -2746951 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2746988.000000 Penalty: 986.444702
	Iteration 49Q: 3 clusters Score -2746988 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2747015.250000 Penalty: 986.444702
	Iteration 50Q: 3 clusters Score -2747015 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2747057.500000 Penalty: 986.444702
	Iteration 51Q: 3 clusters Score -2747058 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2747080.500000 Penalty: 986.444702
	Iteration 52Q: 3 clusters Score -2747080 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2747100.750000 Penalty: 986.444702
	Iteration 53Q: 3 clusters Score -2747101 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2747113.000000 Penalty: 986.444702
	Iteration 54Q: 3 clusters Score -2747113 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2747115.000000 Penalty: 986.444702
	Iteration 55Q: 3 clusters Score -2747115 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2747151.750000 Penalty: 986.444702
	Iteration 56Q: 3 clusters Score -2747152 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2747177.000000 Penalty: 986.444702
	Iteration 57Q: 3 clusters Score -2747177 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2747191.750000 Penalty: 986.444702
	Iteration 58Q: 3 clusters Score -2747192 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2747198.500000 Penalty: 986.444702
	Iteration 59Q: 3 clusters Score -2747198 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2747207.500000 Penalty: 986.444702
	Iteration 60F: 3 clusters Score -2747208 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2747214.250000 Penalty: 986.444702
	Iteration 61Q: 3 clusters Score -2747214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2747234.500000 Penalty: 986.444702
	Iteration 62Q: 3 clusters Score -2747234 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2747246.000000 Penalty: 986.444702
	Iteration 63Q: 3 clusters Score -2747246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -2747258.750000 Penalty: 986.444702
	Iteration 64Q: 3 clusters Score -2747259 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2747260.000000 Penalty: 986.444702
	Iteration 65Q: 3 clusters Score -2747260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2747268.750000 Penalty: 986.444702
	Iteration 66Q: 3 clusters Score -2747269 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2747277.750000 Penalty: 986.444702
	Iteration 67Q: 3 clusters Score -2747278 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2747275.750000 Penalty: 986.444702
	Iteration 68Q: 3 clusters Score -2747276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2747299.500000 Penalty: 986.444702
	Iteration 69Q: 3 clusters Score -2747300 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2747315.750000 Penalty: 986.444702
	Iteration 70Q: 3 clusters Score -2747316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2747332.250000 Penalty: 986.444702
	Iteration 71Q: 3 clusters Score -2747332 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2747345.500000 Penalty: 986.444702
	Iteration 72Q: 3 clusters Score -2747346 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2747368.750000 Penalty: 986.444702
	Iteration 73Q: 3 clusters Score -2747369 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2747377.500000 Penalty: 986.444702
	Iteration 74Q: 3 clusters Score -2747378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2747388.500000 Penalty: 986.444702
	Iteration 75Q: 3 clusters Score -2747388 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2747390.500000 Penalty: 986.444702
	Iteration 76Q: 3 clusters Score -2747390 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2747398.750000 Penalty: 986.444702
	Iteration 77Q: 3 clusters Score -2747399 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2747422.500000 Penalty: 986.444702
	Iteration 78Q: 3 clusters Score -2747422 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2747432.750000 Penalty: 986.444702
	Iteration 79Q: 3 clusters Score -2747433 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2747446.000000 Penalty: 986.444702
	Iteration 80F: 3 clusters Score -2747446 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2747450.000000 Penalty: 986.444702
	Iteration 81Q: 3 clusters Score -2747450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2747468.000000 Penalty: 986.444702
	Iteration 82Q: 3 clusters Score -2747468 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2747466.250000 Penalty: 986.444702
	Iteration 83Q: 3 clusters Score -2747466 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2747479.000000 Penalty: 986.444702
	Iteration 84Q: 3 clusters Score -2747479 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2747485.750000 Penalty: 986.444702
	Iteration 85Q: 3 clusters Score -2747486 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2747501.500000 Penalty: 986.444702
	Iteration 86Q: 3 clusters Score -2747502 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2747509.500000 Penalty: 986.444702
	Iteration 87Q: 3 clusters Score -2747510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2747517.750000 Penalty: 986.444702
	Iteration 88Q: 3 clusters Score -2747518 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2747546.750000 Penalty: 986.444702
	Iteration 89Q: 3 clusters Score -2747547 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2747553.000000 Penalty: 986.444702
	Iteration 90Q: 3 clusters Score -2747553 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2747570.500000 Penalty: 986.444702
	Iteration 91Q: 3 clusters Score -2747570 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2747585.000000 Penalty: 986.444702
	Iteration 92Q: 3 clusters Score -2747585 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2747601.250000 Penalty: 986.444702
	Iteration 93Q: 3 clusters Score -2747601 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2747618.750000 Penalty: 986.444702
	Iteration 94Q: 3 clusters Score -2747619 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2747653.500000 Penalty: 986.444702
	Iteration 95Q: 3 clusters Score -2747654 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2747683.250000 Penalty: 986.444702
	Iteration 96Q: 3 clusters Score -2747683 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2747690.500000 Penalty: 986.444702
	Iteration 97Q: 3 clusters Score -2747690 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2747716.500000 Penalty: 986.444702
	Iteration 98Q: 3 clusters Score -2747716 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2747722.250000 Penalty: 986.444702
	Iteration 99Q: 3 clusters Score -2747722 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2747767.250000 Penalty: 986.444702
	Iteration 100F: 3 clusters Score -2747767 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2747799.250000 Penalty: 986.444702
	Iteration 101Q: 3 clusters Score -2747799 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2747822.250000 Penalty: 986.444702
	Iteration 102Q: 3 clusters Score -2747822 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2747843.500000 Penalty: 986.444702
	Iteration 103Q: 3 clusters Score -2747844 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2747856 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2747872 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2747890.250000 Penalty: 986.444702
	Iteration 106Q: 3 clusters Score -2747890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2747900.000000 Penalty: 986.444702
	Iteration 107Q: 3 clusters Score -2747900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2747910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2747919.500000 Penalty: 986.444702
	Iteration 109Q: 3 clusters Score -2747920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2747932.250000 Penalty: 986.444702
	Iteration 110Q: 3 clusters Score -2747932 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2747939.750000 Penalty: 986.444702
	Iteration 111Q: 3 clusters Score -2747940 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2747960 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2747970.250000 Penalty: 986.444702
	Iteration 113Q: 3 clusters Score -2747970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2747985.750000 Penalty: 986.444702
	Iteration 114Q: 3 clusters Score -2747986 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2747996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2748009.500000 Penalty: 986.444702
	Iteration 116Q: 3 clusters Score -2748010 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2748022.750000 Penalty: 986.444702
	Iteration 117Q: 3 clusters Score -2748023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2748029.250000 Penalty: 986.444702
	Iteration 118Q: 3 clusters Score -2748029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2748031.250000 Penalty: 986.444702
	Iteration 119Q: 3 clusters Score -2748031 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2748037.500000 Penalty: 986.444702
	Iteration 120F: 3 clusters Score -2748038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2748040.500000 Penalty: 986.444702
	Iteration 121Q: 3 clusters Score -2748040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2748054.500000 Penalty: 986.444702
	Iteration 122Q: 3 clusters Score -2748054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2748057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2748062.750000 Penalty: 986.444702
	Iteration 124Q: 3 clusters Score -2748063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2748070.750000 Penalty: 986.444702
	Iteration 125Q: 3 clusters Score -2748071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2748075.750000 Penalty: 986.444702
	Iteration 126Q: 3 clusters Score -2748076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2748085.750000 Penalty: 986.444702
	Iteration 127Q: 3 clusters Score -2748086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2748087.500000 Penalty: 986.444702
	Iteration 128Q: 3 clusters Score -2748088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2748084.750000 Penalty: 986.444702
	Iteration 129Q: 3 clusters Score -2748085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2748083.250000 Penalty: 986.444702
	Iteration 130Q: 3 clusters Score -2748083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2748093.000000 Penalty: 986.444702
	Iteration 131Q: 3 clusters Score -2748093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2748098.500000 Penalty: 986.444702
	Iteration 132Q: 3 clusters Score -2748098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2748101.750000 Penalty: 986.444702
	Iteration 133Q: 3 clusters Score -2748102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2748109.500000 Penalty: 986.444702
	Iteration 134Q: 3 clusters Score -2748110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2748111.250000 Penalty: 986.444702
	Iteration 135Q: 3 clusters Score -2748111 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2748114.000000 Penalty: 986.444702
	Iteration 136Q: 3 clusters Score -2748114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2748122.000000 Penalty: 986.444702
	Iteration 137Q: 3 clusters Score -2748122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2748121.750000 Penalty: 986.444702
	Iteration 138Q: 3 clusters Score -2748122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2748124.750000 Penalty: 986.444702
	Iteration 139Q: 3 clusters Score -2748125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2748132.250000 Penalty: 986.444702
	Iteration 140F: 3 clusters Score -2748132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2748143.500000 Penalty: 986.444702
	Iteration 141Q: 3 clusters Score -2748144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2748142.500000 Penalty: 986.444702
	Iteration 142Q: 3 clusters Score -2748142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2748151.500000 Penalty: 986.444702
	Iteration 143Q: 3 clusters Score -2748152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2748157.750000 Penalty: 986.444702
	Iteration 144Q: 3 clusters Score -2748158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2748167.250000 Penalty: 986.444702
	Iteration 145Q: 3 clusters Score -2748167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2748173.750000 Penalty: 986.444702
	Iteration 146Q: 3 clusters Score -2748174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2748174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2748175.250000 Penalty: 986.444702
	Iteration 148Q: 3 clusters Score -2748175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2748182.750000 Penalty: 986.444702
	Iteration 149Q: 3 clusters Score -2748183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2748182.500000 Penalty: 986.444702
	Iteration 150Q: 3 clusters Score -2748182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2748185.000000 Penalty: 986.444702
	Iteration 151Q: 3 clusters Score -2748185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2748187.250000 Penalty: 986.444702
	Iteration 152Q: 3 clusters Score -2748187 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2748187 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2748197.500000 Penalty: 986.444702
	Iteration 154Q: 3 clusters Score -2748198 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48436 members 
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Entering Unmasked Estep 
Score: -2748200.750000 Penalty: 986.444702
	Iteration 155Q: 3 clusters Score -2748201 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2748202.000000 Penalty: 986.444702
	Iteration 156Q: 3 clusters Score -2748202 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2748196.750000 Penalty: 986.444702
	Iteration 157Q: 3 clusters Score -2748197 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2748200 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2748201 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2748207.500000 Penalty: 986.444702
	Iteration 160F: 3 clusters Score -2748208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2748210.000000 Penalty: 986.444702
	Iteration 161Q: 3 clusters Score -2748210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2748211.750000 Penalty: 986.444702
	Iteration 162Q: 3 clusters Score -2748212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2748220.250000 Penalty: 986.444702
	Iteration 163Q: 3 clusters Score -2748220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2748215.250000 Penalty: 986.444702
	Iteration 164Q: 3 clusters Score -2748215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2748218.000000 Penalty: 986.444702
	Iteration 165Q: 3 clusters Score -2748218 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2748216.750000 Penalty: 986.444702
	Iteration 166Q: 3 clusters Score -2748217 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2748220.750000 Penalty: 986.444702
	Iteration 167Q: 3 clusters Score -2748221 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2748220.250000 Penalty: 986.444702
	Iteration 168Q: 3 clusters Score -2748220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2748222.000000 Penalty: 986.444702
	Iteration 169Q: 3 clusters Score -2748222 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2748222.250000 Penalty: 986.444702
	Iteration 170Q: 3 clusters Score -2748222 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2748223.250000 Penalty: 986.444702
	Iteration 171Q: 3 clusters Score -2748223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2748219.250000 Penalty: 986.444702
	Iteration 172Q: 3 clusters Score -2748219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2748225.250000 Penalty: 986.444702
	Iteration 173Q: 3 clusters Score -2748225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2748230.750000 Penalty: 986.444702
	Iteration 174Q: 3 clusters Score -2748231 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2748251.250000 Penalty: 986.444702
	Iteration 175Q: 3 clusters Score -2748251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2748252.500000 Penalty: 986.444702
	Iteration 176Q: 3 clusters Score -2748252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2748268.000000 Penalty: 986.444702
	Iteration 177Q: 3 clusters Score -2748268 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2748276.250000 Penalty: 986.444702
	Iteration 178Q: 3 clusters Score -2748276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2748287.750000 Penalty: 986.444702
	Iteration 179Q: 3 clusters Score -2748288 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2748301.750000 Penalty: 986.444702
	Iteration 180F: 3 clusters Score -2748302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2748314.250000 Penalty: 986.444702
	Iteration 181Q: 3 clusters Score -2748314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2748320.000000 Penalty: 986.444702
	Iteration 182Q: 3 clusters Score -2748320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2748333.000000 Penalty: 986.444702
	Iteration 183Q: 3 clusters Score -2748333 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2748336.250000 Penalty: 986.444702
	Iteration 184Q: 3 clusters Score -2748336 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2748337.250000 Penalty: 986.444702
	Iteration 185Q: 3 clusters Score -2748337 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2748348.250000 Penalty: 986.444702
	Iteration 186Q: 3 clusters Score -2748348 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2748357.750000 Penalty: 986.444702
	Iteration 187Q: 3 clusters Score -2748358 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2748359.000000 Penalty: 986.444702
	Iteration 188Q: 3 clusters Score -2748359 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2748361.250000 Penalty: 986.444702
	Iteration 189Q: 3 clusters Score -2748361 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2748358.750000 Penalty: 986.444702
	Iteration 190Q: 3 clusters Score -2748359 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2748368.250000 Penalty: 986.444702
	Iteration 191Q: 3 clusters Score -2748368 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2748366.750000 Penalty: 986.444702
	Iteration 192Q: 3 clusters Score -2748367 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2748372.250000 Penalty: 986.444702
	Iteration 193Q: 3 clusters Score -2748372 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2748378.250000 Penalty: 986.444702
	Iteration 194Q: 3 clusters Score -2748378 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2748379.750000 Penalty: 986.444702
	Iteration 195Q: 3 clusters Score -2748380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2748386.250000 Penalty: 986.444702
	Iteration 196Q: 3 clusters Score -2748386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2748384.000000 Penalty: 986.444702
	Iteration 197Q: 3 clusters Score -2748384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2748382.250000 Penalty: 986.444702
	Iteration 198Q: 3 clusters Score -2748382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2748388.750000 Penalty: 986.444702
	Iteration 199Q: 3 clusters Score -2748389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2748394.500000 Penalty: 986.444702
	Iteration 200F: 3 clusters Score -2748394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2748396.250000 Penalty: 986.444702
	Iteration 201Q: 3 clusters Score -2748396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2748398.000000 Penalty: 986.444702
	Iteration 202Q: 3 clusters Score -2748398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2748399.250000 Penalty: 986.444702
	Iteration 203Q: 3 clusters Score -2748399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2748405.000000 Penalty: 986.444702
	Iteration 204Q: 3 clusters Score -2748405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2748406.250000 Penalty: 986.444702
	Iteration 205Q: 3 clusters Score -2748406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2748406.500000 Penalty: 986.444702
	Iteration 206Q: 3 clusters Score -2748406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2748411.500000 Penalty: 986.444702
	Iteration 207Q: 3 clusters Score -2748412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2748415.000000 Penalty: 986.444702
	Iteration 208Q: 3 clusters Score -2748415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2748417.250000 Penalty: 986.444702
	Iteration 209Q: 3 clusters Score -2748417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2748415.500000 Penalty: 986.444702
	Iteration 210Q: 3 clusters Score -2748416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2748420.750000 Penalty: 986.444702
	Iteration 211Q: 3 clusters Score -2748421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2748425.000000 Penalty: 986.444702
	Iteration 212Q: 3 clusters Score -2748425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2748424.250000 Penalty: 986.444702
	Iteration 213Q: 3 clusters Score -2748424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2748424.250000 Penalty: 986.444702
	Iteration 214Q: 3 clusters Score -2748424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2748427.750000 Penalty: 986.444702
	Iteration 215Q: 3 clusters Score -2748428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2748431.250000 Penalty: 986.444702
	Iteration 216Q: 3 clusters Score -2748431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2748430.750000 Penalty: 986.444702
	Iteration 217Q: 3 clusters Score -2748431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2748433.000000 Penalty: 986.444702
	Iteration 218Q: 3 clusters Score -2748433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2748433.500000 Penalty: 986.444702
	Iteration 219Q: 3 clusters Score -2748434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2748434.500000 Penalty: 986.444702
	Iteration 220F: 3 clusters Score -2748434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2748435.500000 Penalty: 986.444702
	Iteration 221Q: 3 clusters Score -2748436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2748436.500000 Penalty: 986.444702
	Iteration 222Q: 3 clusters Score -2748436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2748437.250000 Penalty: 986.444702
	Iteration 223Q: 3 clusters Score -2748437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2748443.250000 Penalty: 986.444702
	Iteration 224Q: 3 clusters Score -2748443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2748442.750000 Penalty: 986.444702
	Iteration 225Q: 3 clusters Score -2748443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2748444.000000 Penalty: 986.444702
	Iteration 226Q: 3 clusters Score -2748444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2748444.000000 Penalty: 986.444702
	Iteration 227F: 3 clusters Score -2748444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -637155.687500 Penalty: 431.843842
	Iteration 0F: 2 clusters Score -637155.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -628353.250000 Penalty: 863.687683
	Iteration 0F: 3 clusters Score -628353.2 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -632423.812500 Penalty: 863.687683
	Iteration 1F: 3 clusters Score -632423.8 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -634099.125000 Penalty: 863.687683
	Iteration 2F: 3 clusters Score -634099.1 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -636317.812500 Penalty: 863.687683
	Iteration 3F: 3 clusters Score -636317.8 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -638070.062500 Penalty: 863.687683
	Iteration 4F: 3 clusters Score -638070.1 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -638895.812500 Penalty: 863.687683
	Iteration 5F: 3 clusters Score -638895.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -639164.187500 Penalty: 863.687683
	Iteration 6Q: 3 clusters Score -639164.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -639226.750000 Penalty: 863.687683
	Iteration 7Q: 3 clusters Score -639226.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -639264.750000 Penalty: 863.687683
	Iteration 8Q: 3 clusters Score -639264.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -639287.312500 Penalty: 863.687683
	Iteration 9Q: 3 clusters Score -639287.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -639307.937500 Penalty: 863.687683
	Iteration 10Q: 3 clusters Score -639307.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -639332.750000 Penalty: 863.687683
	Iteration 11Q: 3 clusters Score -639332.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -639357.437500 Penalty: 863.687683
	Iteration 12Q: 3 clusters Score -639357.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -639380.000000 Penalty: 863.687683
	Iteration 13Q: 3 clusters Score -639380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -639403.437500 Penalty: 863.687683
	Iteration 14Q: 3 clusters Score -639403.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -639419.187500 Penalty: 863.687683
	Iteration 15Q: 3 clusters Score -639419.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -639431.062500 Penalty: 863.687683
	Iteration 16Q: 3 clusters Score -639431.1 nChanged 47
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: -639442.125000 Penalty: 863.687683
	Iteration 17Q: 3 clusters Score -639442.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -639446.812500 Penalty: 863.687683
	Iteration 18Q: 3 clusters Score -639446.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -639448.937500 Penalty: 863.687683
	Iteration 19Q: 3 clusters Score -639448.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -639451.812500 Penalty: 863.687683
	Iteration 20F: 3 clusters Score -639451.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -639453.687500 Penalty: 863.687683
	Iteration 21Q: 3 clusters Score -639453.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -639455.687500 Penalty: 863.687683
	Iteration 22Q: 3 clusters Score -639455.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -639455.250000 Penalty: 863.687683
	Iteration 23Q: 3 clusters Score -639455.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -639455.062500 Penalty: 863.687683
	Iteration 24Q: 3 clusters Score -639455.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -639456.812500 Penalty: 863.687683
	Iteration 25Q: 3 clusters Score -639456.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -639457.812500 Penalty: 863.687683
	Iteration 26Q: 3 clusters Score -639457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -639458.187500 Penalty: 863.687683
	Iteration 27Q: 3 clusters Score -639458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -639458.750000 Penalty: 863.687683
	Iteration 28Q: 3 clusters Score -639458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -639457.687500 Penalty: 863.687683
	Iteration 29Q: 3 clusters Score -639457.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -639457.750000 Penalty: 863.687683
	Iteration 30Q: 3 clusters Score -639457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -639457.312500 Penalty: 863.687683
	Iteration 31Q: 3 clusters Score -639457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -639457.937500 Penalty: 863.687683
	Iteration 32Q: 3 clusters Score -639457.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -639457.937500 Penalty: 863.687683
	Iteration 33F: 3 clusters Score -639457.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 83615 members 
Mstep: Class 3 contains 152663 members 
Mstep: Class 4 contains 148470 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 134552 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 51024 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 15 contains 165415 members 
Mstep: Class 16 contains 96966 members 
Mstep: Class 17 contains 166015 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 128030 members 
Mstep: Class 21 contains 68892 members 
Mstep: Class 22 contains 4641 members 
Mstep: Class 23 contains 168027 members 
Mstep: Class 24 contains 32572 members 
Mstep: Class 25 contains 96670 members 
Mstep: Class 26 contains 12160 members 
Entering Unmasked Estep 
Score: -87310696.000000 Penalty: 16992.373047
Splitting cluster 13 changes total score from -87307720.000000 to -87310696.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (16863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Entering Unmasked Estep 
Score: -917719.437500 Penalty: 442.845886
	Iteration 0F: 2 clusters Score -917719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -906577.625000 Penalty: 885.691772
	Iteration 0F: 3 clusters Score -906577.6 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -911294.250000 Penalty: 885.691772
	Iteration 1F: 3 clusters Score -911294.2 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -911852.687500 Penalty: 885.691772
	Iteration 2F: 3 clusters Score -911852.7 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -912808.812500 Penalty: 885.691772
	Iteration 3F: 3 clusters Score -912808.8 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -914238.562500 Penalty: 885.691772
	Iteration 4F: 3 clusters Score -914238.6 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -915779.687500 Penalty: 885.691772
	Iteration 5F: 3 clusters Score -915779.7 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -916564.625000 Penalty: 885.691772
	Iteration 6F: 3 clusters Score -916564.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -916782.312500 Penalty: 885.691772
	Iteration 7Q: 3 clusters Score -916782.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -916890.312500 Penalty: 885.691772
	Iteration 8Q: 3 clusters Score -916890.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -916964.312500 Penalty: 885.691772
	Iteration 9Q: 3 clusters Score -916964.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -917016.375000 Penalty: 885.691772
	Iteration 10Q: 3 clusters Score -917016.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -917052.750000 Penalty: 885.691772
	Iteration 11Q: 3 clusters Score -917052.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -917085.937500 Penalty: 885.691772
	Iteration 12Q: 3 clusters Score -917085.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -917120.687500 Penalty: 885.691772
	Iteration 13Q: 3 clusters Score -917120.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -917153.875000 Penalty: 885.691772
	Iteration 14Q: 3 clusters Score -917153.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -917183.687500 Penalty: 885.691772
	Iteration 15Q: 3 clusters Score -917183.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -917204.812500 Penalty: 885.691772
	Iteration 16Q: 3 clusters Score -917204.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -917228.062500 Penalty: 885.691772
	Iteration 17Q: 3 clusters Score -917228.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -917257.687500 Penalty: 885.691772
	Iteration 18Q: 3 clusters Score -917257.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -917287.937500 Penalty: 885.691772
	Iteration 19Q: 3 clusters Score -917287.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -917313.875000 Penalty: 885.691772
	Iteration 20F: 3 clusters Score -917313.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -917336.125000 Penalty: 885.691772
	Iteration 21Q: 3 clusters Score -917336.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -917356.937500 Penalty: 885.691772
	Iteration 22Q: 3 clusters Score -917356.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -917376.625000 Penalty: 885.691772
	Iteration 23Q: 3 clusters Score -917376.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -917387.750000 Penalty: 885.691772
	Iteration 24Q: 3 clusters Score -917387.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -917397.250000 Penalty: 885.691772
	Iteration 25Q: 3 clusters Score -917397.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -917398.312500 Penalty: 885.691772
	Iteration 26Q: 3 clusters Score -917398.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -917402.375000 Penalty: 885.691772
	Iteration 27Q: 3 clusters Score -917402.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -917410.000000 Penalty: 885.691772
	Iteration 28Q: 3 clusters Score -917410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -917415.875000 Penalty: 885.691772
	Iteration 29Q: 3 clusters Score -917415.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -917420.687500 Penalty: 885.691772
	Iteration 30Q: 3 clusters Score -917420.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -917427.437500 Penalty: 885.691772
	Iteration 31Q: 3 clusters Score -917427.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -917434.187500 Penalty: 885.691772
	Iteration 32Q: 3 clusters Score -917434.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -917441.937500 Penalty: 885.691772
	Iteration 33Q: 3 clusters Score -917441.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -917449.375000 Penalty: 885.691772
	Iteration 34Q: 3 clusters Score -917449.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -917457.375000 Penalty: 885.691772
	Iteration 35Q: 3 clusters Score -917457.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -917461.625000 Penalty: 885.691772
	Iteration 36Q: 3 clusters Score -917461.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -917463.937500 Penalty: 885.691772
	Iteration 37Q: 3 clusters Score -917463.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -917472.062500 Penalty: 885.691772
	Iteration 38Q: 3 clusters Score -917472.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -917476.062500 Penalty: 885.691772
	Iteration 39Q: 3 clusters Score -917476.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -917479.812500 Penalty: 885.691772
	Iteration 40F: 3 clusters Score -917479.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -917484.437500 Penalty: 885.691772
	Iteration 41Q: 3 clusters Score -917484.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -917488.375000 Penalty: 885.691772
	Iteration 42Q: 3 clusters Score -917488.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -917495.062500 Penalty: 885.691772
	Iteration 43Q: 3 clusters Score -917495.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -917498.500000 Penalty: 885.691772
	Iteration 44Q: 3 clusters Score -917498.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -917507.750000 Penalty: 885.691772
	Iteration 45Q: 3 clusters Score -917507.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -917511.875000 Penalty: 885.691772
	Iteration 46Q: 3 clusters Score -917511.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -917512.625000 Penalty: 885.691772
	Iteration 47Q: 3 clusters Score -917512.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -917519.437500 Penalty: 885.691772
	Iteration 48Q: 3 clusters Score -917519.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -917522.437500 Penalty: 885.691772
	Iteration 49Q: 3 clusters Score -917522.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -917528.125000 Penalty: 885.691772
	Iteration 50Q: 3 clusters Score -917528.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -917531.562500 Penalty: 885.691772
	Iteration 51Q: 3 clusters Score -917531.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -917534.437500 Penalty: 885.691772
	Iteration 52Q: 3 clusters Score -917534.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -917537.625000 Penalty: 885.691772
	Iteration 53Q: 3 clusters Score -917537.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -917540.875000 Penalty: 885.691772
	Iteration 54Q: 3 clusters Score -917540.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -917542.437500 Penalty: 885.691772
	Iteration 55Q: 3 clusters Score -917542.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -917548.437500 Penalty: 885.691772
	Iteration 56Q: 3 clusters Score -917548.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -917554.375000 Penalty: 885.691772
	Iteration 57Q: 3 clusters Score -917554.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -917560.000000 Penalty: 885.691772
	Iteration 58Q: 3 clusters Score -917560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -917562.875000 Penalty: 885.691772
	Iteration 59Q: 3 clusters Score -917562.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -917563.625000 Penalty: 885.691772
	Iteration 60F: 3 clusters Score -917563.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -917563.375000 Penalty: 885.691772
	Iteration 61Q: 3 clusters Score -917563.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -917564.937500 Penalty: 885.691772
	Iteration 62Q: 3 clusters Score -917564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -917564.687500 Penalty: 885.691772
	Iteration 63Q: 3 clusters Score -917564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -917564.875000 Penalty: 885.691772
	Iteration 64Q: 3 clusters Score -917564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -917565.250000 Penalty: 885.691772
	Iteration 65Q: 3 clusters Score -917565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -917565.375000 Penalty: 885.691772
	Iteration 66Q: 3 clusters Score -917565.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -917565.000000 Penalty: 885.691772
	Iteration 67Q: 3 clusters Score -917565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -917566.562500 Penalty: 885.691772
	Iteration 68Q: 3 clusters Score -917566.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -917567.000000 Penalty: 885.691772
	Iteration 69Q: 3 clusters Score -917567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -917568.625000 Penalty: 885.691772
	Iteration 70Q: 3 clusters Score -917568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -917567.062500 Penalty: 885.691772
	Iteration 71Q: 3 clusters Score -917567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -917566.937500 Penalty: 885.691772
	Iteration 72Q: 3 clusters Score -917566.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -917566.937500 Penalty: 885.691772
	Iteration 73F: 3 clusters Score -917566.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165415 members 
Entering Unmasked Estep 
Score: -8730746.000000 Penalty: 546.737671
	Iteration 0F: 2 clusters Score -8730746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82966 members 
Mstep: Class 2 contains 82449 members 
Entering Unmasked Estep 
Score: -8638030.000000 Penalty: 1093.475342
	Iteration 0F: 3 clusters Score -8638030 nChanged 81380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92812 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -8689940.000000 Penalty: 1093.475342
	Iteration 1F: 3 clusters Score -8689940 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -8693815.000000 Penalty: 1093.475342
	Iteration 2F: 3 clusters Score -8693815 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -8700932.000000 Penalty: 1093.475342
	Iteration 3F: 3 clusters Score -8700932 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104783 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -8710737.000000 Penalty: 1093.475342
	Iteration 4F: 3 clusters Score -8710737 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -8718195.000000 Penalty: 1093.475342
	Iteration 5F: 3 clusters Score -8718195 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105230 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -8721535.000000 Penalty: 1093.475342
	Iteration 6F: 3 clusters Score -8721535 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -8722416.000000 Penalty: 1093.475342
	Iteration 7Q: 3 clusters Score -8722416 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103296 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -8722688.000000 Penalty: 1093.475342
	Iteration 8Q: 3 clusters Score -8722688 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -8722983.000000 Penalty: 1093.475342
	Iteration 9Q: 3 clusters Score -8722983 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101209 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -8723241.000000 Penalty: 1093.475342
	Iteration 10Q: 3 clusters Score -8723241 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100225 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -8723501.000000 Penalty: 1093.475342
	Iteration 11Q: 3 clusters Score -8723501 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -8723652.000000 Penalty: 1093.475342
	Iteration 12Q: 3 clusters Score -8723652 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98591 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -8723752.000000 Penalty: 1093.475342
	Iteration 13Q: 3 clusters Score -8723752 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98030 members 
Mstep: Class 2 contains 67385 members 
Entering Unmasked Estep 
Score: -8723860.000000 Penalty: 1093.475342
	Iteration 14Q: 3 clusters Score -8723860 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -8723979.000000 Penalty: 1093.475342
	Iteration 15Q: 3 clusters Score -8723979 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -8724066.000000 Penalty: 1093.475342
	Iteration 16Q: 3 clusters Score -8724066 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -8724133.000000 Penalty: 1093.475342
	Iteration 17Q: 3 clusters Score -8724133 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96884 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -8724143.000000 Penalty: 1093.475342
	Iteration 18Q: 3 clusters Score -8724143 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -8724186.000000 Penalty: 1093.475342
	Iteration 19Q: 3 clusters Score -8724186 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96991 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -8724237.000000 Penalty: 1093.475342
	Iteration 20F: 3 clusters Score -8724237 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97119 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -8724244.000000 Penalty: 1093.475342
	Iteration 21Q: 3 clusters Score -8724244 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -8724248.000000 Penalty: 1093.475342
	Iteration 22Q: 3 clusters Score -8724248 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97616 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -8724179.000000 Penalty: 1093.475342
	Iteration 23Q: 3 clusters Score -8724179 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 67428 members 
Entering Unmasked Estep 
Score: -8724169.000000 Penalty: 1093.475342
	Iteration 24Q: 3 clusters Score -8724169 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -8724165.000000 Penalty: 1093.475342
	Iteration 25Q: 3 clusters Score -8724165 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98995 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -8724124.000000 Penalty: 1093.475342
	Iteration 26Q: 3 clusters Score -8724124 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99546 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -8724107.000000 Penalty: 1093.475342
	Iteration 27Q: 3 clusters Score -8724107 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100178 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -8724136.000000 Penalty: 1093.475342
	Iteration 28Q: 3 clusters Score -8724136 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -8724183.000000 Penalty: 1093.475342
	Iteration 29Q: 3 clusters Score -8724183 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101433 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -8724202.000000 Penalty: 1093.475342
	Iteration 30Q: 3 clusters Score -8724202 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -8724186.000000 Penalty: 1093.475342
	Iteration 31Q: 3 clusters Score -8724186 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -8724146.000000 Penalty: 1093.475342
	Iteration 32Q: 3 clusters Score -8724146 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103192 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -8724095.000000 Penalty: 1093.475342
	Iteration 33Q: 3 clusters Score -8724095 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -8724058.000000 Penalty: 1093.475342
	Iteration 34Q: 3 clusters Score -8724058 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8723984 nChanged 606
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104785 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8723936 nChanged 587
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105280 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8723977 nChanged 534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105752 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8723997 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106201 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8724021 nChanged 458
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106605 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -8724001.000000 Penalty: 1093.475342
	Iteration 40F: 3 clusters Score -8724001 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107012 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8724021 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107423 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -8724015.000000 Penalty: 1093.475342
	Iteration 42Q: 3 clusters Score -8724015 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107791 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8724015 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108112 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -8724021.000000 Penalty: 1093.475342
	Iteration 44Q: 3 clusters Score -8724021 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -8724020.000000 Penalty: 1093.475342
	Iteration 45Q: 3 clusters Score -8724020 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108754 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -8724008.000000 Penalty: 1093.475342
	Iteration 46Q: 3 clusters Score -8724008 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109088 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -8724016.000000 Penalty: 1093.475342
	Iteration 47Q: 3 clusters Score -8724016 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109412 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -8723994.000000 Penalty: 1093.475342
	Iteration 48Q: 3 clusters Score -8723994 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109697 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -8723996.000000 Penalty: 1093.475342
	Iteration 49Q: 3 clusters Score -8723996 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -8724031.000000 Penalty: 1093.475342
	Iteration 50Q: 3 clusters Score -8724031 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110167 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -8724018.000000 Penalty: 1093.475342
	Iteration 51Q: 3 clusters Score -8724018 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110375 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -8724030.000000 Penalty: 1093.475342
	Iteration 52Q: 3 clusters Score -8724030 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -8724063.000000 Penalty: 1093.475342
	Iteration 53Q: 3 clusters Score -8724063 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -8724108.000000 Penalty: 1093.475342
	Iteration 54Q: 3 clusters Score -8724108 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110972 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -8724116.000000 Penalty: 1093.475342
	Iteration 55Q: 3 clusters Score -8724116 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111149 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -8724137.000000 Penalty: 1093.475342
	Iteration 56Q: 3 clusters Score -8724137 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111304 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -8724130.000000 Penalty: 1093.475342
	Iteration 57Q: 3 clusters Score -8724130 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111430 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -8724137.000000 Penalty: 1093.475342
	Iteration 58Q: 3 clusters Score -8724137 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111535 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -8724144.000000 Penalty: 1093.475342
	Iteration 59Q: 3 clusters Score -8724144 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111648 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -8724132.000000 Penalty: 1093.475342
	Iteration 60F: 3 clusters Score -8724132 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111756 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -8724123.000000 Penalty: 1093.475342
	Iteration 61Q: 3 clusters Score -8724123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111861 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -8724165.000000 Penalty: 1093.475342
	Iteration 62Q: 3 clusters Score -8724165 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111954 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -8724170.000000 Penalty: 1093.475342
	Iteration 63Q: 3 clusters Score -8724170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112046 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -8724182.000000 Penalty: 1093.475342
	Iteration 64Q: 3 clusters Score -8724182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112136 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -8724184.000000 Penalty: 1093.475342
	Iteration 65Q: 3 clusters Score -8724184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112212 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -8724203.000000 Penalty: 1093.475342
	Iteration 66Q: 3 clusters Score -8724203 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112266 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -8724208.000000 Penalty: 1093.475342
	Iteration 67Q: 3 clusters Score -8724208 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112312 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -8724225.000000 Penalty: 1093.475342
	Iteration 68Q: 3 clusters Score -8724225 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112346 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -8724236.000000 Penalty: 1093.475342
	Iteration 69Q: 3 clusters Score -8724236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112384 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -8724208.000000 Penalty: 1093.475342
	Iteration 70Q: 3 clusters Score -8724208 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -8724211.000000 Penalty: 1093.475342
	Iteration 71Q: 3 clusters Score -8724211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -8724218.000000 Penalty: 1093.475342
	Iteration 72Q: 3 clusters Score -8724218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -8724216.000000 Penalty: 1093.475342
	Iteration 73Q: 3 clusters Score -8724216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112561 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -8724208.000000 Penalty: 1093.475342
	Iteration 74Q: 3 clusters Score -8724208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112614 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -8724223.000000 Penalty: 1093.475342
	Iteration 75Q: 3 clusters Score -8724223 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112662 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -8724254.000000 Penalty: 1093.475342
	Iteration 76Q: 3 clusters Score -8724254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112726 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -8724261.000000 Penalty: 1093.475342
	Iteration 77Q: 3 clusters Score -8724261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112789 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -8724244.000000 Penalty: 1093.475342
	Iteration 78Q: 3 clusters Score -8724244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112849 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -8724267.000000 Penalty: 1093.475342
	Iteration 79Q: 3 clusters Score -8724267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112888 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -8724264.000000 Penalty: 1093.475342
	Iteration 80F: 3 clusters Score -8724264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -8724268.000000 Penalty: 1093.475342
	Iteration 81Q: 3 clusters Score -8724268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112958 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -8724267.000000 Penalty: 1093.475342
	Iteration 82Q: 3 clusters Score -8724267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112995 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -8724262.000000 Penalty: 1093.475342
	Iteration 83Q: 3 clusters Score -8724262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113026 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -8724278.000000 Penalty: 1093.475342
	Iteration 84Q: 3 clusters Score -8724278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113052 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -8724291.000000 Penalty: 1093.475342
	Iteration 85Q: 3 clusters Score -8724291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113080 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -8724295.000000 Penalty: 1093.475342
	Iteration 86Q: 3 clusters Score -8724295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113105 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -8724295.000000 Penalty: 1093.475342
	Iteration 87Q: 3 clusters Score -8724295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113142 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -8724294.000000 Penalty: 1093.475342
	Iteration 88Q: 3 clusters Score -8724294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113175 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -8724302.000000 Penalty: 1093.475342
	Iteration 89Q: 3 clusters Score -8724302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113210 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -8724306.000000 Penalty: 1093.475342
	Iteration 90Q: 3 clusters Score -8724306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113236 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -8724317.000000 Penalty: 1093.475342
	Iteration 91Q: 3 clusters Score -8724317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113264 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -8724318.000000 Penalty: 1093.475342
	Iteration 92Q: 3 clusters Score -8724318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113291 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -8724312.000000 Penalty: 1093.475342
	Iteration 93Q: 3 clusters Score -8724312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113323 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -8724315.000000 Penalty: 1093.475342
	Iteration 94Q: 3 clusters Score -8724315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113338 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -8724324.000000 Penalty: 1093.475342
	Iteration 95Q: 3 clusters Score -8724324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -8724323.000000 Penalty: 1093.475342
	Iteration 96Q: 3 clusters Score -8724323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113352 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -8724329.000000 Penalty: 1093.475342
	Iteration 97Q: 3 clusters Score -8724329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113356 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -8724319.000000 Penalty: 1093.475342
	Iteration 98Q: 3 clusters Score -8724319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113364 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -8724326.000000 Penalty: 1093.475342
	Iteration 99Q: 3 clusters Score -8724326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113375 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -8724326.000000 Penalty: 1093.475342
	Iteration 100F: 3 clusters Score -8724326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113401 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -8724353.000000 Penalty: 1093.475342
	Iteration 101Q: 3 clusters Score -8724353 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -8724347.000000 Penalty: 1093.475342
	Iteration 102Q: 3 clusters Score -8724347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113463 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -8724345.000000 Penalty: 1093.475342
	Iteration 103Q: 3 clusters Score -8724345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -8724335.000000 Penalty: 1093.475342
	Iteration 104Q: 3 clusters Score -8724335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113522 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -8724338.000000 Penalty: 1093.475342
	Iteration 105Q: 3 clusters Score -8724338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113552 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -8724311.000000 Penalty: 1093.475342
	Iteration 106Q: 3 clusters Score -8724311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113568 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -8724329.000000 Penalty: 1093.475342
	Iteration 107Q: 3 clusters Score -8724329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113577 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -8724321.000000 Penalty: 1093.475342
	Iteration 108Q: 3 clusters Score -8724321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113592 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -8724322.000000 Penalty: 1093.475342
	Iteration 109Q: 3 clusters Score -8724322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113596 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -8724322.000000 Penalty: 1093.475342
	Iteration 110Q: 3 clusters Score -8724322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113594 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -8724320.000000 Penalty: 1093.475342
	Iteration 111Q: 3 clusters Score -8724320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113595 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -8724308.000000 Penalty: 1093.475342
	Iteration 112Q: 3 clusters Score -8724308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113600 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -8724307.000000 Penalty: 1093.475342
	Iteration 113Q: 3 clusters Score -8724307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113604 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -8724315.000000 Penalty: 1093.475342
	Iteration 114Q: 3 clusters Score -8724315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -8724305.000000 Penalty: 1093.475342
	Iteration 115Q: 3 clusters Score -8724305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113610 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -8724306.000000 Penalty: 1093.475342
	Iteration 116Q: 3 clusters Score -8724306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -8724308.000000 Penalty: 1093.475342
	Iteration 117Q: 3 clusters Score -8724308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -8724308.000000 Penalty: 1093.475342
	Iteration 118F: 3 clusters Score -8724308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (96966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Entering Unmasked Estep 
Score: -5360160.500000 Penalty: 522.436279
	Iteration 0F: 2 clusters Score -5360160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -5296692.500000 Penalty: 1044.872559
	Iteration 0F: 3 clusters Score -5296692 nChanged 47435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 55317 members 
Entering Unmasked Estep 
Score: -5325674.500000 Penalty: 1044.872559
	Iteration 1F: 3 clusters Score -5325674 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -5327969.500000 Penalty: 1044.872559
	Iteration 2F: 3 clusters Score -5327970 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 66752 members 
Entering Unmasked Estep 
Score: -5332346.500000 Penalty: 1044.872559
	Iteration 3F: 3 clusters Score -5332346 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -5340011.500000 Penalty: 1044.872559
	Iteration 4F: 3 clusters Score -5340012 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -5349721.500000 Penalty: 1044.872559
	Iteration 5F: 3 clusters Score -5349722 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -5356711.000000 Penalty: 1044.872559
	Iteration 6F: 3 clusters Score -5356711 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -5359129.500000 Penalty: 1044.872559
	Iteration 7Q: 3 clusters Score -5359130 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -5359687.500000 Penalty: 1044.872559
	Iteration 8Q: 3 clusters Score -5359688 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 96766 members 
Entering Unmasked Estep 
Score: -5359797.500000 Penalty: 1044.872559
	Iteration 9Q: 3 clusters Score -5359798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -5359867.000000 Penalty: 1044.872559
	Iteration 10Q: 3 clusters Score -5359867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -5359939.500000 Penalty: 1044.872559
	Iteration 11Q: 3 clusters Score -5359940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 96752 members 
Entering Unmasked Estep 
Score: -5359962.500000 Penalty: 1044.872559
	Iteration 12Q: 3 clusters Score -5359962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 96732 members 
Entering Unmasked Estep 
Score: -5359987.500000 Penalty: 1044.872559
	Iteration 13Q: 3 clusters Score -5359988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 96712 members 
Entering Unmasked Estep 
Score: -5359989.000000 Penalty: 1044.872559
	Iteration 14Q: 3 clusters Score -5359989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 96698 members 
Entering Unmasked Estep 
Score: -5360006.500000 Penalty: 1044.872559
	Iteration 15Q: 3 clusters Score -5360006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 96694 members 
Entering Unmasked Estep 
Score: -5360014.500000 Penalty: 1044.872559
	Iteration 16Q: 3 clusters Score -5360014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 96690 members 
Entering Unmasked Estep 
Score: -5360013.000000 Penalty: 1044.872559
	Iteration 17Q: 3 clusters Score -5360013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 96686 members 
Entering Unmasked Estep 
Score: -5360015.500000 Penalty: 1044.872559
	Iteration 18Q: 3 clusters Score -5360016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 96684 members 
Entering Unmasked Estep 
Score: -5360022.500000 Penalty: 1044.872559
	Iteration 19Q: 3 clusters Score -5360022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 96682 members 
Entering Unmasked Estep 
Score: -5360029.000000 Penalty: 1044.872559
	Iteration 20F: 3 clusters Score -5360029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 96681 members 
Entering Unmasked Estep 
Score: -5360029.000000 Penalty: 1044.872559
	Iteration 21Q: 3 clusters Score -5360029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 96677 members 
Entering Unmasked Estep 
Score: -5360032.500000 Penalty: 1044.872559
	Iteration 22Q: 3 clusters Score -5360032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 96669 members 
Entering Unmasked Estep 
Score: -5360034.500000 Penalty: 1044.872559
	Iteration 23Q: 3 clusters Score -5360034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -5360040.000000 Penalty: 1044.872559
	Iteration 24Q: 3 clusters Score -5360040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 96662 members 
Entering Unmasked Estep 
Score: -5360040.500000 Penalty: 1044.872559
	Iteration 25Q: 3 clusters Score -5360040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -5360044.500000 Penalty: 1044.872559
	Iteration 26Q: 3 clusters Score -5360044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -5360045.500000 Penalty: 1044.872559
	Iteration 27Q: 3 clusters Score -5360046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 96648 members 
Entering Unmasked Estep 
Score: -5360046.500000 Penalty: 1044.872559
	Iteration 28Q: 3 clusters Score -5360046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
Score: -5360047.500000 Penalty: 1044.872559
	Iteration 29Q: 3 clusters Score -5360048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -5360050.000000 Penalty: 1044.872559
	Iteration 30Q: 3 clusters Score -5360050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 96625 members 
Entering Unmasked Estep 
Score: -5360049.500000 Penalty: 1044.872559
	Iteration 31Q: 3 clusters Score -5360050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 96617 members 
Entering Unmasked Estep 
Score: -5360050.500000 Penalty: 1044.872559
	Iteration 32Q: 3 clusters Score -5360050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 96613 members 
Entering Unmasked Estep 
Score: -5360052.500000 Penalty: 1044.872559
	Iteration 33Q: 3 clusters Score -5360052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 96610 members 
Entering Unmasked Estep 
Score: -5360057.500000 Penalty: 1044.872559
	Iteration 34Q: 3 clusters Score -5360058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 96609 members 
Entering Unmasked Estep 
Score: -5360060.000000 Penalty: 1044.872559
	Iteration 35Q: 3 clusters Score -5360060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -5360061.500000 Penalty: 1044.872559
	Iteration 36Q: 3 clusters Score -5360062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -5360058.000000 Penalty: 1044.872559
	Iteration 37Q: 3 clusters Score -5360058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 96602 members 
Entering Unmasked Estep 
Score: -5360061.500000 Penalty: 1044.872559
	Iteration 38Q: 3 clusters Score -5360062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 96600 members 
Entering Unmasked Estep 
Score: -5360060.500000 Penalty: 1044.872559
	Iteration 39Q: 3 clusters Score -5360060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
Score: -5360060.500000 Penalty: 1044.872559
	Iteration 40F: 3 clusters Score -5360060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
Score: -5360055.000000 Penalty: 1044.872559
	Iteration 41Q: 3 clusters Score -5360055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -5360057.000000 Penalty: 1044.872559
	Iteration 42Q: 3 clusters Score -5360057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -5360058.000000 Penalty: 1044.872559
	Iteration 43Q: 3 clusters Score -5360058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -5360056.500000 Penalty: 1044.872559
	Iteration 44Q: 3 clusters Score -5360056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 96590 members 
Entering Unmasked Estep 
Score: -5360060.000000 Penalty: 1044.872559
	Iteration 45Q: 3 clusters Score -5360060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -5360061.000000 Penalty: 1044.872559
	Iteration 46Q: 3 clusters Score -5360061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
Score: -5360059.000000 Penalty: 1044.872559
	Iteration 47Q: 3 clusters Score -5360059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -5360058.500000 Penalty: 1044.872559
	Iteration 48Q: 3 clusters Score -5360058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -5360065.500000 Penalty: 1044.872559
	Iteration 49Q: 3 clusters Score -5360066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
Score: -5360065.500000 Penalty: 1044.872559
	Iteration 50F: 3 clusters Score -5360066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (166015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166015 members 
Entering Unmasked Estep 
Score: -8656354.000000 Penalty: 546.902405
	Iteration 0F: 2 clusters Score -8656354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -8547173.000000 Penalty: 1093.804810
	Iteration 0F: 3 clusters Score -8547173 nChanged 81851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 80794 members 
Entering Unmasked Estep 
Score: -8596944.000000 Penalty: 1093.804810
	Iteration 1F: 3 clusters Score -8596944 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87175 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -8598225.000000 Penalty: 1093.804810
	Iteration 2Q: 3 clusters Score -8598225 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 75736 members 
Entering Unmasked Estep 
Score: -8600072.000000 Penalty: 1093.804810
	Iteration 3Q: 3 clusters Score -8600072 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94664 members 
Mstep: Class 2 contains 71351 members 
Entering Unmasked Estep 
Score: -8603123.000000 Penalty: 1093.804810
	Iteration 4Q: 3 clusters Score -8603123 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -8608475.000000 Penalty: 1093.804810
	Iteration 5F: 3 clusters Score -8608475 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106898 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -8617027.000000 Penalty: 1093.804810
	Iteration 6F: 3 clusters Score -8617027 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111506 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -8626349.000000 Penalty: 1093.804810
	Iteration 7F: 3 clusters Score -8626349 nChanged 10139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113667 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -8631266.000000 Penalty: 1093.804810
	Iteration 8F: 3 clusters Score -8631266 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114403 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -8632492.000000 Penalty: 1093.804810
	Iteration 9Q: 3 clusters Score -8632492 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114582 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -8632495.000000 Penalty: 1093.804810
	Iteration 10Q: 3 clusters Score -8632495 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114169 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -8632377.000000 Penalty: 1093.804810
	Iteration 11Q: 3 clusters Score -8632377 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113149 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -8632289.000000 Penalty: 1093.804810
	Iteration 12Q: 3 clusters Score -8632289 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111687 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -8632309.000000 Penalty: 1093.804810
	Iteration 13Q: 3 clusters Score -8632309 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -8632452.000000 Penalty: 1093.804810
	Iteration 14Q: 3 clusters Score -8632452 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107280 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -8632807.000000 Penalty: 1093.804810
	Iteration 15Q: 3 clusters Score -8632807 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104488 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -8633511.000000 Penalty: 1093.804810
	Iteration 16Q: 3 clusters Score -8633511 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101415 members 
Mstep: Class 2 contains 64600 members 
Entering Unmasked Estep 
Score: -8634403.000000 Penalty: 1093.804810
	Iteration 17Q: 3 clusters Score -8634403 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98410 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
Score: -8635246.000000 Penalty: 1093.804810
	Iteration 18Q: 3 clusters Score -8635246 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95429 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -8636130.000000 Penalty: 1093.804810
	Iteration 19Q: 3 clusters Score -8636130 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -8637389.000000 Penalty: 1093.804810
	Iteration 20F: 3 clusters Score -8637389 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -8638772.000000 Penalty: 1093.804810
	Iteration 21Q: 3 clusters Score -8638772 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86438 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -8640358.000000 Penalty: 1093.804810
	Iteration 22Q: 3 clusters Score -8640358 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82828 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -8642274.000000 Penalty: 1093.804810
	Iteration 23Q: 3 clusters Score -8642274 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -8644073.000000 Penalty: 1093.804810
	Iteration 24Q: 3 clusters Score -8644073 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -8645570.000000 Penalty: 1093.804810
	Iteration 25Q: 3 clusters Score -8645570 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 96754 members 
Entering Unmasked Estep 
Score: -8646530.000000 Penalty: 1093.804810
	Iteration 26Q: 3 clusters Score -8646530 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -8647242.000000 Penalty: 1093.804810
	Iteration 27Q: 3 clusters Score -8647242 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
Score: -8647759.000000 Penalty: 1093.804810
	Iteration 28Q: 3 clusters Score -8647759 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 113380 members 
Entering Unmasked Estep 
Score: -8648040.000000 Penalty: 1093.804810
	Iteration 29Q: 3 clusters Score -8648040 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 118216 members 
Entering Unmasked Estep 
Score: -8648100.000000 Penalty: 1093.804810
	Iteration 30Q: 3 clusters Score -8648100 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 122320 members 
Entering Unmasked Estep 
Score: -8647926.000000 Penalty: 1093.804810
	Iteration 31Q: 3 clusters Score -8647926 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 125558 members 
Entering Unmasked Estep 
Score: -8647778.000000 Penalty: 1093.804810
	Iteration 32Q: 3 clusters Score -8647778 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 128091 members 
Entering Unmasked Estep 
Score: -8647522.000000 Penalty: 1093.804810
	Iteration 33Q: 3 clusters Score -8647522 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 130142 members 
Entering Unmasked Estep 
Score: -8647395.000000 Penalty: 1093.804810
	Iteration 34Q: 3 clusters Score -8647395 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 131745 members 
Entering Unmasked Estep 
Score: -8647227.000000 Penalty: 1093.804810
	Iteration 35Q: 3 clusters Score -8647227 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 133095 members 
Entering Unmasked Estep 
Score: -8647109.000000 Penalty: 1093.804810
	Iteration 36Q: 3 clusters Score -8647109 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 134268 members 
Entering Unmasked Estep 
Score: -8647075.000000 Penalty: 1093.804810
	Iteration 37Q: 3 clusters Score -8647075 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 135277 members 
Entering Unmasked Estep 
Score: -8647004.000000 Penalty: 1093.804810
	Iteration 38Q: 3 clusters Score -8647004 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 136171 members 
Entering Unmasked Estep 
Score: -8646991.000000 Penalty: 1093.804810
	Iteration 39Q: 3 clusters Score -8646991 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 136956 members 
Entering Unmasked Estep 
Score: -8648953.000000 Penalty: 1093.804810
	Iteration 40F: 3 clusters Score -8648953 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 140369 members 
Entering Unmasked Estep 
Score: -8649806.000000 Penalty: 1093.804810
	Iteration 41Q: 3 clusters Score -8649806 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 143182 members 
Entering Unmasked Estep 
Score: -8650209.000000 Penalty: 1093.804810
	Iteration 42Q: 3 clusters Score -8650209 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 145532 members 
Entering Unmasked Estep 
Score: -8650488.000000 Penalty: 1093.804810
	Iteration 43Q: 3 clusters Score -8650488 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 147519 members 
Entering Unmasked Estep 
Score: -8652459.000000 Penalty: 1093.804810
	Iteration 44Q: 3 clusters Score -8652459 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 149087 members 
Entering Unmasked Estep 
Score: -8653944.000000 Penalty: 1093.804810
	Iteration 45Q: 3 clusters Score -8653944 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 150440 members 
Entering Unmasked Estep 
Score: -8655291.000000 Penalty: 1093.804810
	Iteration 46Q: 3 clusters Score -8655291 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -8656462.000000 Penalty: 1093.804810
	Iteration 47Q: 3 clusters Score -8656462 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 153054 members 
Entering Unmasked Estep 
Score: -8657516.000000 Penalty: 1093.804810
	Iteration 48Q: 3 clusters Score -8657516 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -8658439.000000 Penalty: 1093.804810
	Iteration 49Q: 3 clusters Score -8658439 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 155556 members 
Entering Unmasked Estep 
Score: -8659114.000000 Penalty: 1093.804810
	Iteration 50Q: 3 clusters Score -8659114 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 156740 members 
Entering Unmasked Estep 
Score: -8659610.000000 Penalty: 1093.804810
	Iteration 51Q: 3 clusters Score -8659610 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 157848 members 
Entering Unmasked Estep 
Score: -8659818.000000 Penalty: 1093.804810
	Iteration 52Q: 3 clusters Score -8659818 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 158878 members 
Entering Unmasked Estep 
Score: -8659925.000000 Penalty: 1093.804810
	Iteration 53Q: 3 clusters Score -8659925 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 159806 members 
Entering Unmasked Estep 
Score: -8659916.000000 Penalty: 1093.804810
	Iteration 54Q: 3 clusters Score -8659916 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 160562 members 
Entering Unmasked Estep 
Score: -8659832.000000 Penalty: 1093.804810
	Iteration 55Q: 3 clusters Score -8659832 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 161171 members 
Entering Unmasked Estep 
Score: -8659709.000000 Penalty: 1093.804810
	Iteration 56Q: 3 clusters Score -8659709 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 161682 members 
Entering Unmasked Estep 
Score: -8659528.000000 Penalty: 1093.804810
	Iteration 57Q: 3 clusters Score -8659528 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 162129 members 
Entering Unmasked Estep 
Score: -8659405.000000 Penalty: 1093.804810
	Iteration 58Q: 3 clusters Score -8659405 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 162572 members 
Entering Unmasked Estep 
Score: -8659215.000000 Penalty: 1093.804810
	Iteration 59Q: 3 clusters Score -8659215 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 162981 members 
Entering Unmasked Estep 
Score: -8659016.000000 Penalty: 1093.804810
	Iteration 60F: 3 clusters Score -8659016 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 163311 members 
Entering Unmasked Estep 
Score: -8658802.000000 Penalty: 1093.804810
	Iteration 61Q: 3 clusters Score -8658802 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 163608 members 
Entering Unmasked Estep 
Score: -8658631.000000 Penalty: 1093.804810
	Iteration 62Q: 3 clusters Score -8658631 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 163857 members 
Entering Unmasked Estep 
Score: -8658429.000000 Penalty: 1093.804810
	Iteration 63Q: 3 clusters Score -8658429 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 164066 members 
Entering Unmasked Estep 
Score: -8658321.000000 Penalty: 1093.804810
	Iteration 64Q: 3 clusters Score -8658321 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -8658229.000000 Penalty: 1093.804810
	Iteration 65Q: 3 clusters Score -8658229 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 164404 members 
Entering Unmasked Estep 
Score: -8658124.000000 Penalty: 1093.804810
	Iteration 66Q: 3 clusters Score -8658124 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 164550 members 
Entering Unmasked Estep 
Score: -8658055.000000 Penalty: 1093.804810
	Iteration 67Q: 3 clusters Score -8658055 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 164684 members 
Entering Unmasked Estep 
Score: -8658013.000000 Penalty: 1093.804810
	Iteration 68Q: 3 clusters Score -8658013 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 164803 members 
Entering Unmasked Estep 
Score: -8657953.000000 Penalty: 1093.804810
	Iteration 69Q: 3 clusters Score -8657953 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -8657862.000000 Penalty: 1093.804810
	Iteration 70Q: 3 clusters Score -8657862 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 165026 members 
Entering Unmasked Estep 
Score: -8657770.000000 Penalty: 1093.804810
	Iteration 71Q: 3 clusters Score -8657770 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 165111 members 
Entering Unmasked Estep 
Score: -8657715.000000 Penalty: 1093.804810
	Iteration 72Q: 3 clusters Score -8657715 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 165181 members 
Entering Unmasked Estep 
Score: -8657647.000000 Penalty: 1093.804810
	Iteration 73Q: 3 clusters Score -8657647 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 165243 members 
Entering Unmasked Estep 
Score: -8657591.000000 Penalty: 1093.804810
	Iteration 74Q: 3 clusters Score -8657591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 165297 members 
Entering Unmasked Estep 
Score: -8657534.000000 Penalty: 1093.804810
	Iteration 75Q: 3 clusters Score -8657534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 165342 members 
Entering Unmasked Estep 
Score: -8657501.000000 Penalty: 1093.804810
	Iteration 76Q: 3 clusters Score -8657501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 165389 members 
Entering Unmasked Estep 
Score: -8657456.000000 Penalty: 1093.804810
	Iteration 77Q: 3 clusters Score -8657456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 165419 members 
Entering Unmasked Estep 
Score: -8657443.000000 Penalty: 1093.804810
	Iteration 78Q: 3 clusters Score -8657443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 165447 members 
Entering Unmasked Estep 
Score: -8657427.000000 Penalty: 1093.804810
	Iteration 79Q: 3 clusters Score -8657427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 165477 members 
Entering Unmasked Estep 
Score: -8657443.000000 Penalty: 1093.804810
	Iteration 80F: 3 clusters Score -8657443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -8657496.000000 Penalty: 1093.804810
	Iteration 81Q: 3 clusters Score -8657496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -8657557.000000 Penalty: 1093.804810
	Iteration 82Q: 3 clusters Score -8657557 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 165541 members 
Entering Unmasked Estep 
Score: -8657551.000000 Penalty: 1093.804810
	Iteration 83Q: 3 clusters Score -8657551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 165568 members 
Entering Unmasked Estep 
Score: -8657534.000000 Penalty: 1093.804810
	Iteration 84Q: 3 clusters Score -8657534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 165591 members 
Entering Unmasked Estep 
Score: -8657519.000000 Penalty: 1093.804810
	Iteration 85Q: 3 clusters Score -8657519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 165611 members 
Entering Unmasked Estep 
Score: -8657511.000000 Penalty: 1093.804810
	Iteration 86Q: 3 clusters Score -8657511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 165622 members 
Entering Unmasked Estep 
Score: -8657516.000000 Penalty: 1093.804810
	Iteration 87Q: 3 clusters Score -8657516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 165638 members 
Entering Unmasked Estep 
Score: -8657496.000000 Penalty: 1093.804810
	Iteration 88Q: 3 clusters Score -8657496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 165654 members 
Entering Unmasked Estep 
Score: -8657499.000000 Penalty: 1093.804810
	Iteration 89Q: 3 clusters Score -8657499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 165679 members 
Entering Unmasked Estep 
Score: -8657485.000000 Penalty: 1093.804810
	Iteration 90Q: 3 clusters Score -8657485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 165691 members 
Entering Unmasked Estep 
Score: -8657479.000000 Penalty: 1093.804810
	Iteration 91Q: 3 clusters Score -8657479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 165697 members 
Entering Unmasked Estep 
Score: -8657471.000000 Penalty: 1093.804810
	Iteration 92Q: 3 clusters Score -8657471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 165700 members 
Entering Unmasked Estep 
Score: -8657461.000000 Penalty: 1093.804810
	Iteration 93Q: 3 clusters Score -8657461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 165702 members 
Entering Unmasked Estep 
Score: -8657464.000000 Penalty: 1093.804810
	Iteration 94Q: 3 clusters Score -8657464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 165702 members 
Entering Unmasked Estep 
Score: -8657549.000000 Penalty: 1093.804810
	Iteration 95F: 3 clusters Score -8657549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 165673 members 
Entering Unmasked Estep 
Score: -8657592.000000 Penalty: 1093.804810
	Iteration 96Q: 3 clusters Score -8657592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 165673 members 
Entering Unmasked Estep 
Score: -8657610.000000 Penalty: 1093.804810
	Iteration 97Q: 3 clusters Score -8657610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 165674 members 
Entering Unmasked Estep 
Score: -8657612.000000 Penalty: 1093.804810
	Iteration 98Q: 3 clusters Score -8657612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 165680 members 
Entering Unmasked Estep 
Score: -8657607.000000 Penalty: 1093.804810
	Iteration 99Q: 3 clusters Score -8657607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 165681 members 
Entering Unmasked Estep 
Score: -8657609.000000 Penalty: 1093.804810
	Iteration 100F: 3 clusters Score -8657609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 165686 members 
Entering Unmasked Estep 
Score: -8657603.000000 Penalty: 1093.804810
	Iteration 101Q: 3 clusters Score -8657603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 165693 members 
Entering Unmasked Estep 
Score: -8657599.000000 Penalty: 1093.804810
	Iteration 102Q: 3 clusters Score -8657599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 165698 members 
Entering Unmasked Estep 
Score: -8657595.000000 Penalty: 1093.804810
	Iteration 103Q: 3 clusters Score -8657595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 165700 members 
Entering Unmasked Estep 
Score: -8657603.000000 Penalty: 1093.804810
	Iteration 104Q: 3 clusters Score -8657603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 165700 members 
Entering Unmasked Estep 
Score: -8657605.000000 Penalty: 1093.804810
	Iteration 105Q: 3 clusters Score -8657605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 165701 members 
Entering Unmasked Estep 
Score: -8657605.000000 Penalty: 1093.804810
	Iteration 106Q: 3 clusters Score -8657605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 165702 members 
Entering Unmasked Estep 
Score: -8657606.000000 Penalty: 1093.804810
	Iteration 107Q: 3 clusters Score -8657606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 165703 members 
Entering Unmasked Estep 
Score: -8657603.000000 Penalty: 1093.804810
	Iteration 108Q: 3 clusters Score -8657603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 165704 members 
Entering Unmasked Estep 
Score: -8657606.000000 Penalty: 1093.804810
	Iteration 109Q: 3 clusters Score -8657606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 165704 members 
Entering Unmasked Estep 
Score: -8657606.000000 Penalty: 1093.804810
	Iteration 110F: 3 clusters Score -8657606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 83615 members 
Mstep: Class 3 contains 152663 members 
Mstep: Class 4 contains 148470 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 134552 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 51024 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 15 contains 165415 members 
Mstep: Class 16 contains 96966 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 128030 members 
Mstep: Class 21 contains 68892 members 
Mstep: Class 22 contains 4641 members 
Mstep: Class 23 contains 168027 members 
Mstep: Class 24 contains 32572 members 
Mstep: Class 25 contains 96670 members 
Mstep: Class 26 contains 12160 members 
Mstep: Class 27 contains 165704 members 
Entering Unmasked Estep 
Score: -87312128.000000 Penalty: 17645.925781
Splitting cluster 17 changes total score from -87307720.000000 to -87312128.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (12678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Entering Unmasked Estep 
Score: -686741.625000 Penalty: 429.866852
	Iteration 0F: 2 clusters Score -686741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -678305.125000 Penalty: 859.733704
	Iteration 0F: 3 clusters Score -678305.1 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -681948.687500 Penalty: 859.733704
	Iteration 1F: 3 clusters Score -681948.7 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -682658.437500 Penalty: 859.733704
	Iteration 2F: 3 clusters Score -682658.4 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -683565.687500 Penalty: 859.733704
	Iteration 3F: 3 clusters Score -683565.7 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -684551.187500 Penalty: 859.733704
	Iteration 4F: 3 clusters Score -684551.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -685297.937500 Penalty: 859.733704
	Iteration 5F: 3 clusters Score -685297.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -685602.437500 Penalty: 859.733704
	Iteration 6Q: 3 clusters Score -685602.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -685731.750000 Penalty: 859.733704
	Iteration 7Q: 3 clusters Score -685731.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -685813.250000 Penalty: 859.733704
	Iteration 8Q: 3 clusters Score -685813.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -685886.125000 Penalty: 859.733704
	Iteration 9Q: 3 clusters Score -685886.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -685945.187500 Penalty: 859.733704
	Iteration 10Q: 3 clusters Score -685945.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -685989.125000 Penalty: 859.733704
	Iteration 11Q: 3 clusters Score -685989.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -686030.250000 Penalty: 859.733704
	Iteration 12Q: 3 clusters Score -686030.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -686062.187500 Penalty: 859.733704
	Iteration 13Q: 3 clusters Score -686062.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -686096.375000 Penalty: 859.733704
	Iteration 14Q: 3 clusters Score -686096.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -686123.812500 Penalty: 859.733704
	Iteration 15Q: 3 clusters Score -686123.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -686150.375000 Penalty: 859.733704
	Iteration 16Q: 3 clusters Score -686150.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -686167.625000 Penalty: 859.733704
	Iteration 17Q: 3 clusters Score -686167.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -686185.812500 Penalty: 859.733704
	Iteration 18Q: 3 clusters Score -686185.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -686202.000000 Penalty: 859.733704
	Iteration 19Q: 3 clusters Score -686202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -686217.312500 Penalty: 859.733704
	Iteration 20F: 3 clusters Score -686217.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -686233.125000 Penalty: 859.733704
	Iteration 21Q: 3 clusters Score -686233.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -686249.437500 Penalty: 859.733704
	Iteration 22Q: 3 clusters Score -686249.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -686267.562500 Penalty: 859.733704
	Iteration 23Q: 3 clusters Score -686267.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -686285.375000 Penalty: 859.733704
	Iteration 24Q: 3 clusters Score -686285.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -686299.125000 Penalty: 859.733704
	Iteration 25Q: 3 clusters Score -686299.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -686313.125000 Penalty: 859.733704
	Iteration 26Q: 3 clusters Score -686313.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -686322.875000 Penalty: 859.733704
	Iteration 27Q: 3 clusters Score -686322.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -686332.375000 Penalty: 859.733704
	Iteration 28Q: 3 clusters Score -686332.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -686339.562500 Penalty: 859.733704
	Iteration 29Q: 3 clusters Score -686339.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -686342.562500 Penalty: 859.733704
	Iteration 30Q: 3 clusters Score -686342.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -686344.812500 Penalty: 859.733704
	Iteration 31Q: 3 clusters Score -686344.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -686346.875000 Penalty: 859.733704
	Iteration 32Q: 3 clusters Score -686346.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -686349.562500 Penalty: 859.733704
	Iteration 33Q: 3 clusters Score -686349.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -686350.750000 Penalty: 859.733704
	Iteration 34Q: 3 clusters Score -686350.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -686353.625000 Penalty: 859.733704
	Iteration 35Q: 3 clusters Score -686353.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -686355.750000 Penalty: 859.733704
	Iteration 36Q: 3 clusters Score -686355.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -686358.812500 Penalty: 859.733704
	Iteration 37Q: 3 clusters Score -686358.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -686358.437500 Penalty: 859.733704
	Iteration 38Q: 3 clusters Score -686358.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -686360.937500 Penalty: 859.733704
	Iteration 39Q: 3 clusters Score -686360.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -686362.125000 Penalty: 859.733704
	Iteration 40F: 3 clusters Score -686362.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -686364.687500 Penalty: 859.733704
	Iteration 41Q: 3 clusters Score -686364.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -686363.937500 Penalty: 859.733704
	Iteration 42Q: 3 clusters Score -686363.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -686365.187500 Penalty: 859.733704
	Iteration 43Q: 3 clusters Score -686365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -686365.687500 Penalty: 859.733704
	Iteration 44Q: 3 clusters Score -686365.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -686364.812500 Penalty: 859.733704
	Iteration 45Q: 3 clusters Score -686364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -686365.000000 Penalty: 859.733704
	Iteration 46Q: 3 clusters Score -686365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -686367.187500 Penalty: 859.733704
	Iteration 47Q: 3 clusters Score -686367.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -686367.437500 Penalty: 859.733704
	Iteration 48Q: 3 clusters Score -686367.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -686367.500000 Penalty: 859.733704
	Iteration 49Q: 3 clusters Score -686367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -686368.812500 Penalty: 859.733704
	Iteration 50Q: 3 clusters Score -686368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -686371.250000 Penalty: 859.733704
	Iteration 51Q: 3 clusters Score -686371.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -686372.625000 Penalty: 859.733704
	Iteration 52Q: 3 clusters Score -686372.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -686375.687500 Penalty: 859.733704
	Iteration 53Q: 3 clusters Score -686375.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -686373.625000 Penalty: 859.733704
	Iteration 54Q: 3 clusters Score -686373.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -686373.437500 Penalty: 859.733704
	Iteration 55Q: 3 clusters Score -686373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -686375.125000 Penalty: 859.733704
	Iteration 56Q: 3 clusters Score -686375.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -686376.875000 Penalty: 859.733704
	Iteration 57Q: 3 clusters Score -686376.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -686377.062500 Penalty: 859.733704
	Iteration 58Q: 3 clusters Score -686377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -686378.375000 Penalty: 859.733704
	Iteration 59Q: 3 clusters Score -686378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -686378.437500 Penalty: 859.733704
	Iteration 60F: 3 clusters Score -686378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -686378.687500 Penalty: 859.733704
	Iteration 61Q: 3 clusters Score -686378.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -686378.625000 Penalty: 859.733704
	Iteration 62Q: 3 clusters Score -686378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -686380.062500 Penalty: 859.733704
	Iteration 63Q: 3 clusters Score -686380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -686379.437500 Penalty: 859.733704
	Iteration 64Q: 3 clusters Score -686379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -686379.437500 Penalty: 859.733704
	Iteration 65F: 3 clusters Score -686379.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (128030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128030 members 
Entering Unmasked Estep 
Score: -6672346.500000 Penalty: 535.080933
	Iteration 0F: 2 clusters Score -6672346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -6587872.000000 Penalty: 1070.161865
	Iteration 0F: 3 clusters Score -6587872 nChanged 62778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -6626323.500000 Penalty: 1070.161865
	Iteration 1F: 3 clusters Score -6626324 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -6629275.500000 Penalty: 1070.161865
	Iteration 2F: 3 clusters Score -6629276 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -6634293.500000 Penalty: 1070.161865
	Iteration 3F: 3 clusters Score -6634294 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 78054 members 
Entering Unmasked Estep 
Score: -6641689.000000 Penalty: 1070.161865
	Iteration 4F: 3 clusters Score -6641689 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -6650708.500000 Penalty: 1070.161865
	Iteration 5F: 3 clusters Score -6650708 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -6658482.000000 Penalty: 1070.161865
	Iteration 6F: 3 clusters Score -6658482 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -6662721.000000 Penalty: 1070.161865
	Iteration 7Q: 3 clusters Score -6662721 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -6664902.000000 Penalty: 1070.161865
	Iteration 8Q: 3 clusters Score -6664902 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -6666137.500000 Penalty: 1070.161865
	Iteration 9Q: 3 clusters Score -6666138 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -6666988.000000 Penalty: 1070.161865
	Iteration 10Q: 3 clusters Score -6666988 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 103149 members 
Entering Unmasked Estep 
Score: -6667686.000000 Penalty: 1070.161865
	Iteration 11Q: 3 clusters Score -6667686 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -6668326.500000 Penalty: 1070.161865
	Iteration 12Q: 3 clusters Score -6668326 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 107891 members 
Entering Unmasked Estep 
Score: -6668872.000000 Penalty: 1070.161865
	Iteration 13Q: 3 clusters Score -6668872 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -6669291.500000 Penalty: 1070.161865
	Iteration 14Q: 3 clusters Score -6669292 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 111910 members 
Entering Unmasked Estep 
Score: -6669634.000000 Penalty: 1070.161865
	Iteration 15Q: 3 clusters Score -6669634 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 113767 members 
Entering Unmasked Estep 
Score: -6670037.500000 Penalty: 1070.161865
	Iteration 16Q: 3 clusters Score -6670038 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 115506 members 
Entering Unmasked Estep 
Score: -6670429.500000 Penalty: 1070.161865
	Iteration 17Q: 3 clusters Score -6670430 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 117104 members 
Entering Unmasked Estep 
Score: -6670824.500000 Penalty: 1070.161865
	Iteration 18Q: 3 clusters Score -6670824 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 118546 members 
Entering Unmasked Estep 
Score: -6671189.000000 Penalty: 1070.161865
	Iteration 19Q: 3 clusters Score -6671189 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 119884 members 
Entering Unmasked Estep 
Score: -6671525.500000 Penalty: 1070.161865
	Iteration 20F: 3 clusters Score -6671526 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 121051 members 
Entering Unmasked Estep 
Score: -6671744.000000 Penalty: 1070.161865
	Iteration 21Q: 3 clusters Score -6671744 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 122071 members 
Entering Unmasked Estep 
Score: -6671972.000000 Penalty: 1070.161865
	Iteration 22Q: 3 clusters Score -6671972 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 122963 members 
Entering Unmasked Estep 
Score: -6672170.500000 Penalty: 1070.161865
	Iteration 23Q: 3 clusters Score -6672170 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 123696 members 
Entering Unmasked Estep 
Score: -6672278.500000 Penalty: 1070.161865
	Iteration 24Q: 3 clusters Score -6672278 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 124305 members 
Entering Unmasked Estep 
Score: -6672318.000000 Penalty: 1070.161865
	Iteration 25Q: 3 clusters Score -6672318 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 124809 members 
Entering Unmasked Estep 
Score: -6672369.500000 Penalty: 1070.161865
	Iteration 26Q: 3 clusters Score -6672370 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 125234 members 
Entering Unmasked Estep 
Score: -6672417.500000 Penalty: 1070.161865
	Iteration 27Q: 3 clusters Score -6672418 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 125550 members 
Entering Unmasked Estep 
Score: -6672384.000000 Penalty: 1070.161865
	Iteration 28Q: 3 clusters Score -6672384 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 125782 members 
Entering Unmasked Estep 
Score: -6672382.500000 Penalty: 1070.161865
	Iteration 29Q: 3 clusters Score -6672382 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 125971 members 
Entering Unmasked Estep 
Score: -6672379.000000 Penalty: 1070.161865
	Iteration 30Q: 3 clusters Score -6672379 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 126129 members 
Entering Unmasked Estep 
Score: -6672383.500000 Penalty: 1070.161865
	Iteration 31Q: 3 clusters Score -6672384 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 126265 members 
Entering Unmasked Estep 
Score: -6672366.500000 Penalty: 1070.161865
	Iteration 32Q: 3 clusters Score -6672366 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 126379 members 
Entering Unmasked Estep 
Score: -6672343.000000 Penalty: 1070.161865
	Iteration 33Q: 3 clusters Score -6672343 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 126471 members 
Entering Unmasked Estep 
Score: -6672349.000000 Penalty: 1070.161865
	Iteration 34Q: 3 clusters Score -6672349 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 126559 members 
Entering Unmasked Estep 
Score: -6672342.500000 Penalty: 1070.161865
	Iteration 35Q: 3 clusters Score -6672342 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 126630 members 
Entering Unmasked Estep 
Score: -6672344.000000 Penalty: 1070.161865
	Iteration 36Q: 3 clusters Score -6672344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 126686 members 
Entering Unmasked Estep 
Score: -6672328.500000 Penalty: 1070.161865
	Iteration 37Q: 3 clusters Score -6672328 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 126725 members 
Entering Unmasked Estep 
Score: -6672334.000000 Penalty: 1070.161865
	Iteration 38Q: 3 clusters Score -6672334 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 126757 members 
Entering Unmasked Estep 
Score: -6672336.500000 Penalty: 1070.161865
	Iteration 39Q: 3 clusters Score -6672336 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 126789 members 
Entering Unmasked Estep 
Score: -6672338.500000 Penalty: 1070.161865
	Iteration 40F: 3 clusters Score -6672338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 126812 members 
Entering Unmasked Estep 
Score: -6672330.000000 Penalty: 1070.161865
	Iteration 41Q: 3 clusters Score -6672330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 126822 members 
Entering Unmasked Estep 
Score: -6672321.500000 Penalty: 1070.161865
	Iteration 42Q: 3 clusters Score -6672322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 126824 members 
Entering Unmasked Estep 
Score: -6672320.500000 Penalty: 1070.161865
	Iteration 43Q: 3 clusters Score -6672320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 126823 members 
Entering Unmasked Estep 
Score: -6672322.500000 Penalty: 1070.161865
	Iteration 44Q: 3 clusters Score -6672322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 126809 members 
Entering Unmasked Estep 
Score: -6672335.000000 Penalty: 1070.161865
	Iteration 45Q: 3 clusters Score -6672335 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 126802 members 
Entering Unmasked Estep 
Score: -6672350.500000 Penalty: 1070.161865
	Iteration 46Q: 3 clusters Score -6672350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 126782 members 
Entering Unmasked Estep 
Score: -6672337.000000 Penalty: 1070.161865
	Iteration 47Q: 3 clusters Score -6672337 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 126772 members 
Entering Unmasked Estep 
Score: -6672348.500000 Penalty: 1070.161865
	Iteration 48Q: 3 clusters Score -6672348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 126766 members 
Entering Unmasked Estep 
Score: -6672345.500000 Penalty: 1070.161865
	Iteration 49Q: 3 clusters Score -6672346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 126752 members 
Entering Unmasked Estep 
Score: -6672329.000000 Penalty: 1070.161865
	Iteration 50Q: 3 clusters Score -6672329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 126740 members 
Entering Unmasked Estep 
Score: -6672336.000000 Penalty: 1070.161865
	Iteration 51Q: 3 clusters Score -6672336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 126734 members 
Entering Unmasked Estep 
Score: -6672348.000000 Penalty: 1070.161865
	Iteration 52Q: 3 clusters Score -6672348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 126737 members 
Entering Unmasked Estep 
Score: -6672341.500000 Penalty: 1070.161865
	Iteration 53Q: 3 clusters Score -6672342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 126747 members 
Entering Unmasked Estep 
Score: -6672341.500000 Penalty: 1070.161865
	Iteration 54Q: 3 clusters Score -6672342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 126757 members 
Entering Unmasked Estep 
Score: -6672339.000000 Penalty: 1070.161865
	Iteration 55Q: 3 clusters Score -6672339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 126763 members 
Entering Unmasked Estep 
Score: -6672330.000000 Penalty: 1070.161865
	Iteration 56Q: 3 clusters Score -6672330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 126770 members 
Entering Unmasked Estep 
Score: -6672338.000000 Penalty: 1070.161865
	Iteration 57Q: 3 clusters Score -6672338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 126777 members 
Entering Unmasked Estep 
Score: -6672335.500000 Penalty: 1070.161865
	Iteration 58Q: 3 clusters Score -6672336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 126793 members 
Entering Unmasked Estep 
Score: -6672343.000000 Penalty: 1070.161865
	Iteration 59Q: 3 clusters Score -6672343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 126803 members 
Entering Unmasked Estep 
Score: -6672349.000000 Penalty: 1070.161865
	Iteration 60F: 3 clusters Score -6672349 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 126792 members 
Entering Unmasked Estep 
Score: -6672346.500000 Penalty: 1070.161865
	Iteration 61Q: 3 clusters Score -6672346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 126791 members 
Entering Unmasked Estep 
Score: -6672349.000000 Penalty: 1070.161865
	Iteration 62Q: 3 clusters Score -6672349 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 126784 members 
Entering Unmasked Estep 
Score: -6672370.000000 Penalty: 1070.161865
	Iteration 63Q: 3 clusters Score -6672370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 126784 members 
Entering Unmasked Estep 
Score: -6672373.500000 Penalty: 1070.161865
	Iteration 64Q: 3 clusters Score -6672374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 126783 members 
Entering Unmasked Estep 
Score: -6672405.500000 Penalty: 1070.161865
	Iteration 65Q: 3 clusters Score -6672406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 126785 members 
Entering Unmasked Estep 
Score: -6672423.000000 Penalty: 1070.161865
	Iteration 66Q: 3 clusters Score -6672423 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 126803 members 
Entering Unmasked Estep 
Score: -6672435.500000 Penalty: 1070.161865
	Iteration 67Q: 3 clusters Score -6672436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 126812 members 
Entering Unmasked Estep 
Score: -6672435.500000 Penalty: 1070.161865
	Iteration 68Q: 3 clusters Score -6672436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 126820 members 
Entering Unmasked Estep 
Score: -6672445.500000 Penalty: 1070.161865
	Iteration 69Q: 3 clusters Score -6672446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 126825 members 
Entering Unmasked Estep 
Score: -6672442.500000 Penalty: 1070.161865
	Iteration 70Q: 3 clusters Score -6672442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 126829 members 
Entering Unmasked Estep 
Score: -6672438.500000 Penalty: 1070.161865
	Iteration 71Q: 3 clusters Score -6672438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 126833 members 
Entering Unmasked Estep 
Score: -6672429.500000 Penalty: 1070.161865
	Iteration 72Q: 3 clusters Score -6672430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -6672425.000000 Penalty: 1070.161865
	Iteration 73Q: 3 clusters Score -6672425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -6672419.500000 Penalty: 1070.161865
	Iteration 74Q: 3 clusters Score -6672420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 126837 members 
Entering Unmasked Estep 
Score: -6672419.500000 Penalty: 1070.161865
	Iteration 75Q: 3 clusters Score -6672420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -6672413.500000 Penalty: 1070.161865
	Iteration 76Q: 3 clusters Score -6672414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 126833 members 
Entering Unmasked Estep 
Score: -6672415.500000 Penalty: 1070.161865
	Iteration 77Q: 3 clusters Score -6672416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 126833 members 
Entering Unmasked Estep 
Score: -6672411.000000 Penalty: 1070.161865
	Iteration 78Q: 3 clusters Score -6672411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 126828 members 
Entering Unmasked Estep 
Score: -6672410.500000 Penalty: 1070.161865
	Iteration 79Q: 3 clusters Score -6672410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 126831 members 
Entering Unmasked Estep 
Score: -6672408.500000 Penalty: 1070.161865
	Iteration 80F: 3 clusters Score -6672408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 126832 members 
Entering Unmasked Estep 
Score: -6672410.000000 Penalty: 1070.161865
	Iteration 81Q: 3 clusters Score -6672410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 126833 members 
Entering Unmasked Estep 
Score: -6672408.500000 Penalty: 1070.161865
	Iteration 82Q: 3 clusters Score -6672408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 126832 members 
Entering Unmasked Estep 
Score: -6672406.000000 Penalty: 1070.161865
	Iteration 83Q: 3 clusters Score -6672406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 126834 members 
Entering Unmasked Estep 
Score: -6672412.500000 Penalty: 1070.161865
	Iteration 84Q: 3 clusters Score -6672412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 126835 members 
Entering Unmasked Estep 
Score: -6672411.500000 Penalty: 1070.161865
	Iteration 85Q: 3 clusters Score -6672412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 126835 members 
Entering Unmasked Estep 
Score: -6672411.500000 Penalty: 1070.161865
	Iteration 86F: 3 clusters Score -6672412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 83615 members 
Mstep: Class 3 contains 152663 members 
Mstep: Class 4 contains 148470 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 134552 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 51024 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 15 contains 165415 members 
Mstep: Class 16 contains 96966 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 21 contains 68892 members 
Mstep: Class 22 contains 4641 members 
Mstep: Class 23 contains 168027 members 
Mstep: Class 24 contains 32572 members 
Mstep: Class 25 contains 96670 members 
Mstep: Class 26 contains 12160 members 
Mstep: Class 27 contains 165704 members 
Mstep: Class 28 contains 126835 members 
Entering Unmasked Estep 
Score: -87311768.000000 Penalty: 18299.478516
Splitting cluster 20 changes total score from -87307720.000000 to -87311768.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (68892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Entering Unmasked Estep 
Score: -3717143.000000 Penalty: 506.883423
	Iteration 0F: 2 clusters Score -3717143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -3670466.750000 Penalty: 1013.766846
	Iteration 0F: 3 clusters Score -3670467 nChanged 33669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -3691098.000000 Penalty: 1013.766846
	Iteration 1F: 3 clusters Score -3691098 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3692934.500000 Penalty: 1013.766846
	Iteration 2Q: 3 clusters Score -3692934 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3696115.250000 Penalty: 1013.766846
	Iteration 3F: 3 clusters Score -3696115 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3701118.500000 Penalty: 1013.766846
	Iteration 4F: 3 clusters Score -3701118 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3707267.250000 Penalty: 1013.766846
	Iteration 5F: 3 clusters Score -3707267 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -3711365.750000 Penalty: 1013.766846
	Iteration 6F: 3 clusters Score -3711366 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -3713002.250000 Penalty: 1013.766846
	Iteration 7F: 3 clusters Score -3713002 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -3713664.000000 Penalty: 1013.766846
	Iteration 8Q: 3 clusters Score -3713664 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -3714201.750000 Penalty: 1013.766846
	Iteration 9Q: 3 clusters Score -3714202 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -3714654.500000 Penalty: 1013.766846
	Iteration 10Q: 3 clusters Score -3714654 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3715032.000000 Penalty: 1013.766846
	Iteration 11Q: 3 clusters Score -3715032 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -3715368.500000 Penalty: 1013.766846
	Iteration 12Q: 3 clusters Score -3715368 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -3715638.000000 Penalty: 1013.766846
	Iteration 13Q: 3 clusters Score -3715638 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -3715975.500000 Penalty: 1013.766846
	Iteration 14Q: 3 clusters Score -3715976 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -3716270.000000 Penalty: 1013.766846
	Iteration 15Q: 3 clusters Score -3716270 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -3716526.750000 Penalty: 1013.766846
	Iteration 16Q: 3 clusters Score -3716527 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -3716686.500000 Penalty: 1013.766846
	Iteration 17Q: 3 clusters Score -3716686 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -3716763.250000 Penalty: 1013.766846
	Iteration 18Q: 3 clusters Score -3716763 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -3716805.500000 Penalty: 1013.766846
	Iteration 19Q: 3 clusters Score -3716806 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -3716882.750000 Penalty: 1013.766846
	Iteration 20F: 3 clusters Score -3716883 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -3716924.000000 Penalty: 1013.766846
	Iteration 21Q: 3 clusters Score -3716924 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -3716952.500000 Penalty: 1013.766846
	Iteration 22Q: 3 clusters Score -3716952 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -3716973.750000 Penalty: 1013.766846
	Iteration 23Q: 3 clusters Score -3716974 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -3716986.250000 Penalty: 1013.766846
	Iteration 24Q: 3 clusters Score -3716986 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -3717005.250000 Penalty: 1013.766846
	Iteration 25Q: 3 clusters Score -3717005 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -3716998.250000 Penalty: 1013.766846
	Iteration 26Q: 3 clusters Score -3716998 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -3717007.750000 Penalty: 1013.766846
	Iteration 27Q: 3 clusters Score -3717008 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -3717015.000000 Penalty: 1013.766846
	Iteration 28Q: 3 clusters Score -3717015 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -3717040.500000 Penalty: 1013.766846
	Iteration 29Q: 3 clusters Score -3717040 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -3717053.750000 Penalty: 1013.766846
	Iteration 30Q: 3 clusters Score -3717054 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -3717056.000000 Penalty: 1013.766846
	Iteration 31Q: 3 clusters Score -3717056 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -3717067.000000 Penalty: 1013.766846
	Iteration 32Q: 3 clusters Score -3717067 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -3717070.250000 Penalty: 1013.766846
	Iteration 33Q: 3 clusters Score -3717070 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -3717081.250000 Penalty: 1013.766846
	Iteration 34Q: 3 clusters Score -3717081 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -3717066.000000 Penalty: 1013.766846
	Iteration 35Q: 3 clusters Score -3717066 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -3717080.500000 Penalty: 1013.766846
	Iteration 36Q: 3 clusters Score -3717080 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -3717080.500000 Penalty: 1013.766846
	Iteration 37Q: 3 clusters Score -3717080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -3717079.250000 Penalty: 1013.766846
	Iteration 38Q: 3 clusters Score -3717079 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -3717087.000000 Penalty: 1013.766846
	Iteration 39Q: 3 clusters Score -3717087 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -3717092.250000 Penalty: 1013.766846
	Iteration 40F: 3 clusters Score -3717092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -3717118.250000 Penalty: 1013.766846
	Iteration 41Q: 3 clusters Score -3717118 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -3717111.750000 Penalty: 1013.766846
	Iteration 42Q: 3 clusters Score -3717112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -3717119.000000 Penalty: 1013.766846
	Iteration 43Q: 3 clusters Score -3717119 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -3717121.500000 Penalty: 1013.766846
	Iteration 44Q: 3 clusters Score -3717122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -3717123.500000 Penalty: 1013.766846
	Iteration 45Q: 3 clusters Score -3717124 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -3717127.250000 Penalty: 1013.766846
	Iteration 46Q: 3 clusters Score -3717127 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -3717137.000000 Penalty: 1013.766846
	Iteration 47Q: 3 clusters Score -3717137 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -3717139.750000 Penalty: 1013.766846
	Iteration 48Q: 3 clusters Score -3717140 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -3717144.250000 Penalty: 1013.766846
	Iteration 49Q: 3 clusters Score -3717144 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -3717147.250000 Penalty: 1013.766846
	Iteration 50Q: 3 clusters Score -3717147 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -3717153.250000 Penalty: 1013.766846
	Iteration 51Q: 3 clusters Score -3717153 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -3717159.750000 Penalty: 1013.766846
	Iteration 52Q: 3 clusters Score -3717160 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -3717163.500000 Penalty: 1013.766846
	Iteration 53Q: 3 clusters Score -3717164 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -3717175.750000 Penalty: 1013.766846
	Iteration 54Q: 3 clusters Score -3717176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3717180 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -3717187.500000 Penalty: 1013.766846
	Iteration 56Q: 3 clusters Score -3717188 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -3717190.000000 Penalty: 1013.766846
	Iteration 57Q: 3 clusters Score -3717190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3717187 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -3717183.750000 Penalty: 1013.766846
	Iteration 59Q: 3 clusters Score -3717184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3717186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -3717198.500000 Penalty: 1013.766846
	Iteration 61Q: 3 clusters Score -3717198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3717188 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3717202 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3717196 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3717201 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -3717208.250000 Penalty: 1013.766846
	Iteration 66Q: 3 clusters Score -3717208 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -3717214.500000 Penalty: 1013.766846
	Iteration 67Q: 3 clusters Score -3717214 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3717218 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3717224 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3717220 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -3717232.250000 Penalty: 1013.766846
	Iteration 71Q: 3 clusters Score -3717232 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -3717236.000000 Penalty: 1013.766846
	Iteration 72Q: 3 clusters Score -3717236 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3717236 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3717237 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3717236 nChanged 72
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Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3717245 nChanged 73
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Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3717239 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3717248 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3717244 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -3717243.500000 Penalty: 1013.766846
	Iteration 80F: 3 clusters Score -3717244 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3717252 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3717250 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3717252 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3717244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -3717254.250000 Penalty: 1013.766846
	Iteration 85Q: 3 clusters Score -3717254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3717260 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -3717267.500000 Penalty: 1013.766846
	Iteration 87Q: 3 clusters Score -3717268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3717270 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3717268 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -3717271.250000 Penalty: 1013.766846
	Iteration 90Q: 3 clusters Score -3717271 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3717268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3717273 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -3717278.250000 Penalty: 1013.766846
	Iteration 93Q: 3 clusters Score -3717278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -3717284.500000 Penalty: 1013.766846
	Iteration 94Q: 3 clusters Score -3717284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -3717297.000000 Penalty: 1013.766846
	Iteration 95Q: 3 clusters Score -3717297 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -3717296.500000 Penalty: 1013.766846
	Iteration 96Q: 3 clusters Score -3717296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -3717292.750000 Penalty: 1013.766846
	Iteration 97Q: 3 clusters Score -3717293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3717297 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -3717314.000000 Penalty: 1013.766846
	Iteration 99Q: 3 clusters Score -3717314 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -3717308.250000 Penalty: 1013.766846
	Iteration 100F: 3 clusters Score -3717308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -3717311.250000 Penalty: 1013.766846
	Iteration 101Q: 3 clusters Score -3717311 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -3717302.000000 Penalty: 1013.766846
	Iteration 102Q: 3 clusters Score -3717302 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3717307 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -3717318.250000 Penalty: 1013.766846
	Iteration 104Q: 3 clusters Score -3717318 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -3717324.000000 Penalty: 1013.766846
	Iteration 105Q: 3 clusters Score -3717324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -3717334.750000 Penalty: 1013.766846
	Iteration 106Q: 3 clusters Score -3717335 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -3717341.750000 Penalty: 1013.766846
	Iteration 107Q: 3 clusters Score -3717342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -3717347.000000 Penalty: 1013.766846
	Iteration 108Q: 3 clusters Score -3717347 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -3717357.750000 Penalty: 1013.766846
	Iteration 109Q: 3 clusters Score -3717358 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -3717372.500000 Penalty: 1013.766846
	Iteration 110Q: 3 clusters Score -3717372 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -3717374.250000 Penalty: 1013.766846
	Iteration 111Q: 3 clusters Score -3717374 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -3717384.750000 Penalty: 1013.766846
	Iteration 112Q: 3 clusters Score -3717385 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -3717386.750000 Penalty: 1013.766846
	Iteration 113Q: 3 clusters Score -3717387 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3717385 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -3717397.500000 Penalty: 1013.766846
	Iteration 115Q: 3 clusters Score -3717398 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -3717415.500000 Penalty: 1013.766846
	Iteration 116Q: 3 clusters Score -3717416 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -3717436.750000 Penalty: 1013.766846
	Iteration 117Q: 3 clusters Score -3717437 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -3717437.500000 Penalty: 1013.766846
	Iteration 118Q: 3 clusters Score -3717438 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -3717451.000000 Penalty: 1013.766846
	Iteration 119Q: 3 clusters Score -3717451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -3717451.750000 Penalty: 1013.766846
	Iteration 120F: 3 clusters Score -3717452 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -3717461.000000 Penalty: 1013.766846
	Iteration 121Q: 3 clusters Score -3717461 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -3717461.500000 Penalty: 1013.766846
	Iteration 122Q: 3 clusters Score -3717462 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3717462 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -3717460.000000 Penalty: 1013.766846
	Iteration 124Q: 3 clusters Score -3717460 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -3717476.250000 Penalty: 1013.766846
	Iteration 125Q: 3 clusters Score -3717476 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -3717481.250000 Penalty: 1013.766846
	Iteration 126Q: 3 clusters Score -3717481 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -3717479.750000 Penalty: 1013.766846
	Iteration 127Q: 3 clusters Score -3717480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -3717488.250000 Penalty: 1013.766846
	Iteration 128Q: 3 clusters Score -3717488 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -3717508.500000 Penalty: 1013.766846
	Iteration 129Q: 3 clusters Score -3717508 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3717508 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -3717507.000000 Penalty: 1013.766846
	Iteration 131Q: 3 clusters Score -3717507 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -3717518.250000 Penalty: 1013.766846
	Iteration 132Q: 3 clusters Score -3717518 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -3717517.000000 Penalty: 1013.766846
	Iteration 133Q: 3 clusters Score -3717517 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -3717511.000000 Penalty: 1013.766846
	Iteration 134Q: 3 clusters Score -3717511 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -3717504.750000 Penalty: 1013.766846
	Iteration 135Q: 3 clusters Score -3717505 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -3717506.750000 Penalty: 1013.766846
	Iteration 136Q: 3 clusters Score -3717507 nChanged 84
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Mstep: Class 1 contains 19608 members 
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Entering Unmasked Estep 
Score: -3717513.250000 Penalty: 1013.766846
	Iteration 137Q: 3 clusters Score -3717513 nChanged 83
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Mstep: Class 1 contains 19525 members 
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Entering Unmasked Estep 
Score: -3717525.750000 Penalty: 1013.766846
	Iteration 138Q: 3 clusters Score -3717526 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -3717535.250000 Penalty: 1013.766846
	Iteration 139Q: 3 clusters Score -3717535 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -3717535.750000 Penalty: 1013.766846
	Iteration 140F: 3 clusters Score -3717536 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -3717550.500000 Penalty: 1013.766846
	Iteration 141Q: 3 clusters Score -3717550 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19218 members 
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Entering Unmasked Estep 
Score: -3717545.750000 Penalty: 1013.766846
	Iteration 142Q: 3 clusters Score -3717546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3717560 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3717568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3717574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3717575 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3717570 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3717562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3717566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3717568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3717564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -3717563.500000 Penalty: 1013.766846
	Iteration 152Q: 3 clusters Score -3717564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3717569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -3717581.250000 Penalty: 1013.766846
	Iteration 154Q: 3 clusters Score -3717581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -3717576.000000 Penalty: 1013.766846
	Iteration 155Q: 3 clusters Score -3717576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3717573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -3717579.000000 Penalty: 1013.766846
	Iteration 157Q: 3 clusters Score -3717579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3717580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -3717575.250000 Penalty: 1013.766846
	Iteration 159Q: 3 clusters Score -3717575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -3717574.000000 Penalty: 1013.766846
	Iteration 160F: 3 clusters Score -3717574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3717568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3717568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3717570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3717569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -3717567.750000 Penalty: 1013.766846
	Iteration 165Q: 3 clusters Score -3717568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3717570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -3717567.250000 Penalty: 1013.766846
	Iteration 167Q: 3 clusters Score -3717567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -3717564.500000 Penalty: 1013.766846
	Iteration 168Q: 3 clusters Score -3717564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -3717563.750000 Penalty: 1013.766846
	Iteration 169Q: 3 clusters Score -3717564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -3717565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -3717568 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -3717562.000000 Penalty: 1013.766846
	Iteration 172Q: 3 clusters Score -3717562 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3717566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -3717573.500000 Penalty: 1013.766846
	Iteration 174Q: 3 clusters Score -3717574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -3717576.500000 Penalty: 1013.766846
	Iteration 175Q: 3 clusters Score -3717576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3717570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3717569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3717567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -3717574.750000 Penalty: 1013.766846
	Iteration 179Q: 3 clusters Score -3717575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -3717580.250000 Penalty: 1013.766846
	Iteration 180F: 3 clusters Score -3717580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -3717586.000000 Penalty: 1013.766846
	Iteration 181Q: 3 clusters Score -3717586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -3717586.500000 Penalty: 1013.766846
	Iteration 182Q: 3 clusters Score -3717586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -3717581.500000 Penalty: 1013.766846
	Iteration 183Q: 3 clusters Score -3717582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -3717585.750000 Penalty: 1013.766846
	Iteration 184Q: 3 clusters Score -3717586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -3717585.500000 Penalty: 1013.766846
	Iteration 185Q: 3 clusters Score -3717586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -3717585.500000 Penalty: 1013.766846
	Iteration 186Q: 3 clusters Score -3717586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -3717583.250000 Penalty: 1013.766846
	Iteration 187Q: 3 clusters Score -3717583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -3717589.000000 Penalty: 1013.766846
	Iteration 188Q: 3 clusters Score -3717589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -3717586.250000 Penalty: 1013.766846
	Iteration 189Q: 3 clusters Score -3717586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -3717587.750000 Penalty: 1013.766846
	Iteration 190Q: 3 clusters Score -3717588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -3717593.250000 Penalty: 1013.766846
	Iteration 191Q: 3 clusters Score -3717593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -3717591.750000 Penalty: 1013.766846
	Iteration 192Q: 3 clusters Score -3717592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -3717590.000000 Penalty: 1013.766846
	Iteration 193Q: 3 clusters Score -3717590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -3717588.500000 Penalty: 1013.766846
	Iteration 194Q: 3 clusters Score -3717588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -3717584.250000 Penalty: 1013.766846
	Iteration 195Q: 3 clusters Score -3717584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -3717581.750000 Penalty: 1013.766846
	Iteration 196Q: 3 clusters Score -3717582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -3717584.500000 Penalty: 1013.766846
	Iteration 197Q: 3 clusters Score -3717584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -3717584.500000 Penalty: 1013.766846
	Iteration 198Q: 3 clusters Score -3717584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -3717588.250000 Penalty: 1013.766846
	Iteration 199Q: 3 clusters Score -3717588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -3717588.250000 Penalty: 1013.766846
	Iteration 200F: 3 clusters Score -3717588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -3717583.000000 Penalty: 1013.766846
	Iteration 201Q: 3 clusters Score -3717583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -3717582.250000 Penalty: 1013.766846
	Iteration 202Q: 3 clusters Score -3717582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -3717586.500000 Penalty: 1013.766846
	Iteration 203Q: 3 clusters Score -3717586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -3717584.500000 Penalty: 1013.766846
	Iteration 204Q: 3 clusters Score -3717584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -3717586.250000 Penalty: 1013.766846
	Iteration 205Q: 3 clusters Score -3717586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -3717585.250000 Penalty: 1013.766846
	Iteration 206Q: 3 clusters Score -3717585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -3717586.750000 Penalty: 1013.766846
	Iteration 207Q: 3 clusters Score -3717587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -3717586.500000 Penalty: 1013.766846
	Iteration 208Q: 3 clusters Score -3717586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -3717587.500000 Penalty: 1013.766846
	Iteration 209Q: 3 clusters Score -3717588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -3717583.000000 Penalty: 1013.766846
	Iteration 210Q: 3 clusters Score -3717583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -3717586.250000 Penalty: 1013.766846
	Iteration 211Q: 3 clusters Score -3717586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -3717590.250000 Penalty: 1013.766846
	Iteration 212Q: 3 clusters Score -3717590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -3717585.750000 Penalty: 1013.766846
	Iteration 213Q: 3 clusters Score -3717586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -3717583.750000 Penalty: 1013.766846
	Iteration 214Q: 3 clusters Score -3717584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -3717589.750000 Penalty: 1013.766846
	Iteration 215Q: 3 clusters Score -3717590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -3717590.250000 Penalty: 1013.766846
	Iteration 216Q: 3 clusters Score -3717590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -3717590.750000 Penalty: 1013.766846
	Iteration 217Q: 3 clusters Score -3717591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -3717591.000000 Penalty: 1013.766846
	Iteration 218Q: 3 clusters Score -3717591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -3717589.750000 Penalty: 1013.766846
	Iteration 219Q: 3 clusters Score -3717590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -3717585.500000 Penalty: 1013.766846
	Iteration 220F: 3 clusters Score -3717586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -3717586.000000 Penalty: 1013.766846
	Iteration 221Q: 3 clusters Score -3717586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -3717586.000000 Penalty: 1013.766846
	Iteration 222F: 3 clusters Score -3717586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 83615 members 
Mstep: Class 3 contains 152663 members 
Mstep: Class 4 contains 148470 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 134552 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 51024 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 15 contains 165415 members 
Mstep: Class 16 contains 96966 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 21 contains 18037 members 
Mstep: Class 22 contains 4641 members 
Mstep: Class 23 contains 168027 members 
Mstep: Class 24 contains 32572 members 
Mstep: Class 25 contains 96670 members 
Mstep: Class 26 contains 12160 members 
Mstep: Class 27 contains 165704 members 
Mstep: Class 28 contains 126835 members 
Mstep: Class 29 contains 50855 members 
Entering Unmasked Estep 
Score: -87312688.000000 Penalty: 18953.031250
Splitting cluster 21 changes total score from -87307720.000000 to -87312688.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -236654.218750 Penalty: 384.142181
	Iteration 0F: 2 clusters Score -236654.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -233506.328125 Penalty: 768.284363
	Iteration 0F: 3 clusters Score -233506.3 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -234625.000000 Penalty: 768.284363
	Iteration 1F: 3 clusters Score -234625 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -234744.046875 Penalty: 768.284363
	Iteration 2F: 3 clusters Score -234744 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -234858.687500 Penalty: 768.284363
	Iteration 3F: 3 clusters Score -234858.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -235000.218750 Penalty: 768.284363
	Iteration 4F: 3 clusters Score -235000.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -235143.046875 Penalty: 768.284363
	Iteration 5F: 3 clusters Score -235143 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -235298.296875 Penalty: 768.284363
	Iteration 6F: 3 clusters Score -235298.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -235471.109375 Penalty: 768.284363
	Iteration 7F: 3 clusters Score -235471.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -235662.562500 Penalty: 768.284363
	Iteration 8F: 3 clusters Score -235662.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -235862.140625 Penalty: 768.284363
	Iteration 9Q: 3 clusters Score -235862.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -236000.109375 Penalty: 768.284363
	Iteration 10Q: 3 clusters Score -236000.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -236065.218750 Penalty: 768.284363
	Iteration 11Q: 3 clusters Score -236065.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -236093.000000 Penalty: 768.284363
	Iteration 12Q: 3 clusters Score -236093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -236118.843750 Penalty: 768.284363
	Iteration 13Q: 3 clusters Score -236118.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -236152.656250 Penalty: 768.284363
	Iteration 14Q: 3 clusters Score -236152.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -236182.609375 Penalty: 768.284363
	Iteration 15Q: 3 clusters Score -236182.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -236214.296875 Penalty: 768.284363
	Iteration 16Q: 3 clusters Score -236214.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -236242.171875 Penalty: 768.284363
	Iteration 17Q: 3 clusters Score -236242.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -236267.750000 Penalty: 768.284363
	Iteration 18Q: 3 clusters Score -236267.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -236279.984375 Penalty: 768.284363
	Iteration 19Q: 3 clusters Score -236280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -236288.171875 Penalty: 768.284363
	Iteration 20F: 3 clusters Score -236288.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -236297.187500 Penalty: 768.284363
	Iteration 21Q: 3 clusters Score -236297.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -236311.953125 Penalty: 768.284363
	Iteration 22Q: 3 clusters Score -236312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -236329.015625 Penalty: 768.284363
	Iteration 23Q: 3 clusters Score -236329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -236341.437500 Penalty: 768.284363
	Iteration 24Q: 3 clusters Score -236341.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -236353.781250 Penalty: 768.284363
	Iteration 25Q: 3 clusters Score -236353.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -236362.640625 Penalty: 768.284363
	Iteration 26Q: 3 clusters Score -236362.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -236370.937500 Penalty: 768.284363
	Iteration 27Q: 3 clusters Score -236370.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -236377.328125 Penalty: 768.284363
	Iteration 28Q: 3 clusters Score -236377.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -236389.875000 Penalty: 768.284363
	Iteration 29Q: 3 clusters Score -236389.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -236410.734375 Penalty: 768.284363
	Iteration 30Q: 3 clusters Score -236410.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -236436.953125 Penalty: 768.284363
	Iteration 31Q: 3 clusters Score -236437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -236474.578125 Penalty: 768.284363
	Iteration 32Q: 3 clusters Score -236474.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -236515.890625 Penalty: 768.284363
	Iteration 33Q: 3 clusters Score -236515.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -236572.453125 Penalty: 768.284363
	Iteration 34Q: 3 clusters Score -236572.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -236660.859375 Penalty: 768.284363
	Iteration 35Q: 3 clusters Score -236660.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -236758.218750 Penalty: 768.284363
	Iteration 36Q: 3 clusters Score -236758.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -236858.312500 Penalty: 768.284363
	Iteration 37Q: 3 clusters Score -236858.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -236945.390625 Penalty: 768.284363
	Iteration 38Q: 3 clusters Score -236945.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -237012.078125 Penalty: 768.284363
	Iteration 39Q: 3 clusters Score -237012.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -237124.843750 Penalty: 768.284363
	Iteration 40F: 3 clusters Score -237124.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -237264.984375 Penalty: 768.284363
	Iteration 41Q: 3 clusters Score -237265 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -237375.000000 Penalty: 768.284363
	Iteration 42Q: 3 clusters Score -237375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -237406.109375 Penalty: 768.284363
	Iteration 43Q: 3 clusters Score -237406.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -237424.296875 Penalty: 768.284363
	Iteration 44Q: 3 clusters Score -237424.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -237433.906250 Penalty: 768.284363
	Iteration 45Q: 3 clusters Score -237433.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -237437.359375 Penalty: 768.284363
	Iteration 46Q: 3 clusters Score -237437.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -237438.812500 Penalty: 768.284363
	Iteration 47Q: 3 clusters Score -237438.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -237439.750000 Penalty: 768.284363
	Iteration 48Q: 3 clusters Score -237439.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -237439.562500 Penalty: 768.284363
	Iteration 49Q: 3 clusters Score -237439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -237439.562500 Penalty: 768.284363
	Iteration 50F: 3 clusters Score -237439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 83615 members 
Mstep: Class 3 contains 152663 members 
Mstep: Class 4 contains 148470 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 134552 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 51024 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 15 contains 165415 members 
Mstep: Class 16 contains 96966 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 21 contains 18037 members 
Mstep: Class 22 contains 3207 members 
Mstep: Class 23 contains 168027 members 
Mstep: Class 24 contains 32572 members 
Mstep: Class 25 contains 96670 members 
Mstep: Class 26 contains 12160 members 
Mstep: Class 27 contains 165704 members 
Mstep: Class 28 contains 126835 members 
Mstep: Class 29 contains 50855 members 
Mstep: Class 30 contains 1434 members 
Entering Unmasked Estep 
Score: -87313056.000000 Penalty: 19606.583984
Splitting cluster 22 changes total score from -87307720.000000 to -87313056.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (168027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168027 members 
Entering Unmasked Estep 
Score: -8467042.000000 Penalty: 547.450562
	Iteration 0F: 2 clusters Score -8467042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -8355422.500000 Penalty: 1094.901123
	Iteration 0F: 3 clusters Score -8355422 nChanged 82382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -8403718.000000 Penalty: 1094.901123
	Iteration 1F: 3 clusters Score -8403718 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 85762 members 
Entering Unmasked Estep 
Score: -8404964.000000 Penalty: 1094.901123
	Iteration 2Q: 3 clusters Score -8404964 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 87459 members 
Entering Unmasked Estep 
Score: -8406727.000000 Penalty: 1094.901123
	Iteration 3Q: 3 clusters Score -8406727 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -8409010.000000 Penalty: 1094.901123
	Iteration 4Q: 3 clusters Score -8409010 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -8412122.000000 Penalty: 1094.901123
	Iteration 5Q: 3 clusters Score -8412122 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67636 members 
Mstep: Class 2 contains 100391 members 
Entering Unmasked Estep 
Score: -8416340.000000 Penalty: 1094.901123
	Iteration 6F: 3 clusters Score -8416340 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
Score: -8422498.000000 Penalty: 1094.901123
	Iteration 7F: 3 clusters Score -8422498 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 118562 members 
Entering Unmasked Estep 
Score: -8431705.000000 Penalty: 1094.901123
	Iteration 8F: 3 clusters Score -8431705 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 129377 members 
Entering Unmasked Estep 
Score: -8443016.000000 Penalty: 1094.901123
	Iteration 9F: 3 clusters Score -8443016 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 137878 members 
Entering Unmasked Estep 
Score: -8451383.000000 Penalty: 1094.901123
	Iteration 10F: 3 clusters Score -8451383 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 143927 members 
Entering Unmasked Estep 
Score: -8455817.000000 Penalty: 1094.901123
	Iteration 11Q: 3 clusters Score -8455817 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 148801 members 
Entering Unmasked Estep 
Score: -8459091.000000 Penalty: 1094.901123
	Iteration 12Q: 3 clusters Score -8459091 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 152642 members 
Entering Unmasked Estep 
Score: -8461527.000000 Penalty: 1094.901123
	Iteration 13Q: 3 clusters Score -8461527 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 155665 members 
Entering Unmasked Estep 
Score: -8463266.000000 Penalty: 1094.901123
	Iteration 14Q: 3 clusters Score -8463266 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 158005 members 
Entering Unmasked Estep 
Score: -8464421.000000 Penalty: 1094.901123
	Iteration 15Q: 3 clusters Score -8464421 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 159813 members 
Entering Unmasked Estep 
Score: -8465279.000000 Penalty: 1094.901123
	Iteration 16Q: 3 clusters Score -8465279 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -8465922.000000 Penalty: 1094.901123
	Iteration 17Q: 3 clusters Score -8465922 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 162258 members 
Entering Unmasked Estep 
Score: -8466348.000000 Penalty: 1094.901123
	Iteration 18Q: 3 clusters Score -8466348 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 163120 members 
Entering Unmasked Estep 
Score: -8466665.000000 Penalty: 1094.901123
	Iteration 19Q: 3 clusters Score -8466665 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 163748 members 
Entering Unmasked Estep 
Score: -8466845.000000 Penalty: 1094.901123
	Iteration 20F: 3 clusters Score -8466845 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -8466964.000000 Penalty: 1094.901123
	Iteration 21Q: 3 clusters Score -8466964 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 164660 members 
Entering Unmasked Estep 
Score: -8467046.000000 Penalty: 1094.901123
	Iteration 22Q: 3 clusters Score -8467046 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 164964 members 
Entering Unmasked Estep 
Score: -8467077.000000 Penalty: 1094.901123
	Iteration 23Q: 3 clusters Score -8467077 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 165213 members 
Entering Unmasked Estep 
Score: -8467137.000000 Penalty: 1094.901123
	Iteration 24Q: 3 clusters Score -8467137 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 165420 members 
Entering Unmasked Estep 
Score: -8467152.000000 Penalty: 1094.901123
	Iteration 25Q: 3 clusters Score -8467152 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -8467169.000000 Penalty: 1094.901123
	Iteration 26Q: 3 clusters Score -8467169 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 165705 members 
Entering Unmasked Estep 
Score: -8467180.000000 Penalty: 1094.901123
	Iteration 27Q: 3 clusters Score -8467180 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 165799 members 
Entering Unmasked Estep 
Score: -8467183.000000 Penalty: 1094.901123
	Iteration 28Q: 3 clusters Score -8467183 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 165866 members 
Entering Unmasked Estep 
Score: -8467199.000000 Penalty: 1094.901123
	Iteration 29Q: 3 clusters Score -8467199 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 165930 members 
Entering Unmasked Estep 
Score: -8467216.000000 Penalty: 1094.901123
	Iteration 30Q: 3 clusters Score -8467216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 165986 members 
Entering Unmasked Estep 
Score: -8467200.000000 Penalty: 1094.901123
	Iteration 31Q: 3 clusters Score -8467200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 166041 members 
Entering Unmasked Estep 
Score: -8467211.000000 Penalty: 1094.901123
	Iteration 32Q: 3 clusters Score -8467211 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 166093 members 
Entering Unmasked Estep 
Score: -8467211.000000 Penalty: 1094.901123
	Iteration 33Q: 3 clusters Score -8467211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 166146 members 
Entering Unmasked Estep 
Score: -8467219.000000 Penalty: 1094.901123
	Iteration 34Q: 3 clusters Score -8467219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 166186 members 
Entering Unmasked Estep 
Score: -8467224.000000 Penalty: 1094.901123
	Iteration 35Q: 3 clusters Score -8467224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -8467232.000000 Penalty: 1094.901123
	Iteration 36Q: 3 clusters Score -8467232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 166271 members 
Entering Unmasked Estep 
Score: -8467236.000000 Penalty: 1094.901123
	Iteration 37Q: 3 clusters Score -8467236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 166308 members 
Entering Unmasked Estep 
Score: -8467247.000000 Penalty: 1094.901123
	Iteration 38Q: 3 clusters Score -8467247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 166331 members 
Entering Unmasked Estep 
Score: -8467237.000000 Penalty: 1094.901123
	Iteration 39Q: 3 clusters Score -8467237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 166354 members 
Entering Unmasked Estep 
Score: -8467231.000000 Penalty: 1094.901123
	Iteration 40F: 3 clusters Score -8467231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 166376 members 
Entering Unmasked Estep 
Score: -8467241.000000 Penalty: 1094.901123
	Iteration 41Q: 3 clusters Score -8467241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 166389 members 
Entering Unmasked Estep 
Score: -8467245.000000 Penalty: 1094.901123
	Iteration 42Q: 3 clusters Score -8467245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 166412 members 
Entering Unmasked Estep 
Score: -8467241.000000 Penalty: 1094.901123
	Iteration 43Q: 3 clusters Score -8467241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 166435 members 
Entering Unmasked Estep 
Score: -8467237.000000 Penalty: 1094.901123
	Iteration 44Q: 3 clusters Score -8467237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 166447 members 
Entering Unmasked Estep 
Score: -8467231.000000 Penalty: 1094.901123
	Iteration 45Q: 3 clusters Score -8467231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 166459 members 
Entering Unmasked Estep 
Score: -8467236.000000 Penalty: 1094.901123
	Iteration 46Q: 3 clusters Score -8467236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -8467249.000000 Penalty: 1094.901123
	Iteration 47Q: 3 clusters Score -8467249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 166489 members 
Entering Unmasked Estep 
Score: -8467249.000000 Penalty: 1094.901123
	Iteration 48Q: 3 clusters Score -8467249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 166510 members 
Entering Unmasked Estep 
Score: -8467251.000000 Penalty: 1094.901123
	Iteration 49Q: 3 clusters Score -8467251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 166527 members 
Entering Unmasked Estep 
Score: -8467252.000000 Penalty: 1094.901123
	Iteration 50Q: 3 clusters Score -8467252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 166537 members 
Entering Unmasked Estep 
Score: -8467253.000000 Penalty: 1094.901123
	Iteration 51Q: 3 clusters Score -8467253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 166553 members 
Entering Unmasked Estep 
Score: -8467250.000000 Penalty: 1094.901123
	Iteration 52Q: 3 clusters Score -8467250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 166561 members 
Entering Unmasked Estep 
Score: -8467253.000000 Penalty: 1094.901123
	Iteration 53Q: 3 clusters Score -8467253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 166571 members 
Entering Unmasked Estep 
Score: -8467258.000000 Penalty: 1094.901123
	Iteration 54Q: 3 clusters Score -8467258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 166576 members 
Entering Unmasked Estep 
Score: -8467264.000000 Penalty: 1094.901123
	Iteration 55Q: 3 clusters Score -8467264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 166586 members 
Entering Unmasked Estep 
Score: -8467266.000000 Penalty: 1094.901123
	Iteration 56Q: 3 clusters Score -8467266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 166593 members 
Entering Unmasked Estep 
Score: -8467263.000000 Penalty: 1094.901123
	Iteration 57Q: 3 clusters Score -8467263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 166601 members 
Entering Unmasked Estep 
Score: -8467268.000000 Penalty: 1094.901123
	Iteration 58Q: 3 clusters Score -8467268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 166610 members 
Entering Unmasked Estep 
Score: -8467267.000000 Penalty: 1094.901123
	Iteration 59Q: 3 clusters Score -8467267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 166613 members 
Entering Unmasked Estep 
Score: -8467270.000000 Penalty: 1094.901123
	Iteration 60F: 3 clusters Score -8467270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 166615 members 
Entering Unmasked Estep 
Score: -8467269.000000 Penalty: 1094.901123
	Iteration 61Q: 3 clusters Score -8467269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 166617 members 
Entering Unmasked Estep 
Score: -8467275.000000 Penalty: 1094.901123
	Iteration 62Q: 3 clusters Score -8467275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 166621 members 
Entering Unmasked Estep 
Score: -8467261.000000 Penalty: 1094.901123
	Iteration 63Q: 3 clusters Score -8467261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 166623 members 
Entering Unmasked Estep 
Score: -8467263.000000 Penalty: 1094.901123
	Iteration 64Q: 3 clusters Score -8467263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 166623 members 
Entering Unmasked Estep 
Score: -8467263.000000 Penalty: 1094.901123
	Iteration 65F: 3 clusters Score -8467263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 83615 members 
Mstep: Class 3 contains 152663 members 
Mstep: Class 4 contains 148470 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 134552 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 11 contains 911 members 
Mstep: Class 12 contains 51024 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 15 contains 165415 members 
Mstep: Class 16 contains 96966 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 21 contains 18037 members 
Mstep: Class 22 contains 3207 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 32572 members 
Mstep: Class 25 contains 96670 members 
Mstep: Class 26 contains 12160 members 
Mstep: Class 27 contains 165704 members 
Mstep: Class 28 contains 126835 members 
Mstep: Class 29 contains 50855 members 
Mstep: Class 30 contains 1434 members 
Mstep: Class 31 contains 166623 members 
Entering Unmasked Estep 
Score: -87313216.000000 Penalty: 20260.136719
Splitting cluster 23 changes total score from -87307720.000000 to -87313216.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (32572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Entering Unmasked Estep 
Score: -1761834.000000 Penalty: 472.799988
	Iteration 0F: 2 clusters Score -1761834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -1740035.125000 Penalty: 945.599976
	Iteration 0F: 3 clusters Score -1740035 nChanged 15671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1749381.125000 Penalty: 945.599976
	Iteration 1F: 3 clusters Score -1749381 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1749777.375000 Penalty: 945.599976
	Iteration 2Q: 3 clusters Score -1749777 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1750230.000000 Penalty: 945.599976
	Iteration 3Q: 3 clusters Score -1750230 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1750728.375000 Penalty: 945.599976
	Iteration 4Q: 3 clusters Score -1750728 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1751400.125000 Penalty: 945.599976
	Iteration 5Q: 3 clusters Score -1751400 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1752432.625000 Penalty: 945.599976
	Iteration 6F: 3 clusters Score -1752433 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1753986.500000 Penalty: 945.599976
	Iteration 7F: 3 clusters Score -1753986 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1755634.250000 Penalty: 945.599976
	Iteration 8F: 3 clusters Score -1755634 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1756827.625000 Penalty: 945.599976
	Iteration 9Q: 3 clusters Score -1756828 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1757544.250000 Penalty: 945.599976
	Iteration 10Q: 3 clusters Score -1757544 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1757980.750000 Penalty: 945.599976
	Iteration 11Q: 3 clusters Score -1757981 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1758335.875000 Penalty: 945.599976
	Iteration 12Q: 3 clusters Score -1758336 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1758656.125000 Penalty: 945.599976
	Iteration 13Q: 3 clusters Score -1758656 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1758972.750000 Penalty: 945.599976
	Iteration 14Q: 3 clusters Score -1758973 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1759287.125000 Penalty: 945.599976
	Iteration 15Q: 3 clusters Score -1759287 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1759603.000000 Penalty: 945.599976
	Iteration 16Q: 3 clusters Score -1759603 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1759901.750000 Penalty: 945.599976
	Iteration 17Q: 3 clusters Score -1759902 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1760156.750000 Penalty: 945.599976
	Iteration 18Q: 3 clusters Score -1760157 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1760398.125000 Penalty: 945.599976
	Iteration 19Q: 3 clusters Score -1760398 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1760629.875000 Penalty: 945.599976
	Iteration 20F: 3 clusters Score -1760630 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1760820.375000 Penalty: 945.599976
	Iteration 21Q: 3 clusters Score -1760820 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1761010.125000 Penalty: 945.599976
	Iteration 22Q: 3 clusters Score -1761010 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1761126.000000 Penalty: 945.599976
	Iteration 23Q: 3 clusters Score -1761126 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1761215.375000 Penalty: 945.599976
	Iteration 24Q: 3 clusters Score -1761215 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1761297.125000 Penalty: 945.599976
	Iteration 25Q: 3 clusters Score -1761297 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1761350.000000 Penalty: 945.599976
	Iteration 26Q: 3 clusters Score -1761350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1761399.875000 Penalty: 945.599976
	Iteration 27Q: 3 clusters Score -1761400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1761419.500000 Penalty: 945.599976
	Iteration 28Q: 3 clusters Score -1761420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1761435.625000 Penalty: 945.599976
	Iteration 29Q: 3 clusters Score -1761436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1761452.875000 Penalty: 945.599976
	Iteration 30Q: 3 clusters Score -1761453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1761462.125000 Penalty: 945.599976
	Iteration 31Q: 3 clusters Score -1761462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1761465.875000 Penalty: 945.599976
	Iteration 32Q: 3 clusters Score -1761466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1761468.000000 Penalty: 945.599976
	Iteration 33Q: 3 clusters Score -1761468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1761472.500000 Penalty: 945.599976
	Iteration 34Q: 3 clusters Score -1761472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1761474.375000 Penalty: 945.599976
	Iteration 35Q: 3 clusters Score -1761474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1761475.375000 Penalty: 945.599976
	Iteration 36Q: 3 clusters Score -1761475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1761478.250000 Penalty: 945.599976
	Iteration 37Q: 3 clusters Score -1761478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1761477.500000 Penalty: 945.599976
	Iteration 38Q: 3 clusters Score -1761478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1761479.500000 Penalty: 945.599976
	Iteration 39Q: 3 clusters Score -1761480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1761480.625000 Penalty: 945.599976
	Iteration 40F: 3 clusters Score -1761481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1761482.250000 Penalty: 945.599976
	Iteration 41Q: 3 clusters Score -1761482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1761482.250000 Penalty: 945.599976
	Iteration 42F: 3 clusters Score -1761482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (96670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Entering Unmasked Estep 
Score: -5284310.000000 Penalty: 522.297180
	Iteration 0F: 2 clusters Score -5284310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -5220928.500000 Penalty: 1044.594360
	Iteration 0F: 3 clusters Score -5220928 nChanged 47110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -5250640.500000 Penalty: 1044.594360
	Iteration 1F: 3 clusters Score -5250640 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -5251554.000000 Penalty: 1044.594360
	Iteration 2Q: 3 clusters Score -5251554 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -5252929.500000 Penalty: 1044.594360
	Iteration 3Q: 3 clusters Score -5252930 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -5255052.000000 Penalty: 1044.594360
	Iteration 4Q: 3 clusters Score -5255052 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -5258363.500000 Penalty: 1044.594360
	Iteration 5F: 3 clusters Score -5258364 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -5262901.000000 Penalty: 1044.594360
	Iteration 6F: 3 clusters Score -5262901 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -5267200.000000 Penalty: 1044.594360
	Iteration 7F: 3 clusters Score -5267200 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -5269618.000000 Penalty: 1044.594360
	Iteration 8F: 3 clusters Score -5269618 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -5270741.500000 Penalty: 1044.594360
	Iteration 9Q: 3 clusters Score -5270742 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -5271562.000000 Penalty: 1044.594360
	Iteration 10Q: 3 clusters Score -5271562 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -5272454.500000 Penalty: 1044.594360
	Iteration 11Q: 3 clusters Score -5272454 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -5273597.000000 Penalty: 1044.594360
	Iteration 12Q: 3 clusters Score -5273597 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -5274972.500000 Penalty: 1044.594360
	Iteration 13Q: 3 clusters Score -5274972 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -5276573.000000 Penalty: 1044.594360
	Iteration 14Q: 3 clusters Score -5276573 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -5278140.500000 Penalty: 1044.594360
	Iteration 15Q: 3 clusters Score -5278140 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -5279552.500000 Penalty: 1044.594360
	Iteration 16Q: 3 clusters Score -5279552 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -5280556.000000 Penalty: 1044.594360
	Iteration 17Q: 3 clusters Score -5280556 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -5281387.500000 Penalty: 1044.594360
	Iteration 18Q: 3 clusters Score -5281388 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -5281909.500000 Penalty: 1044.594360
	Iteration 19Q: 3 clusters Score -5281910 nChanged 1198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5282300 nChanged 974
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5282518 nChanged 812
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Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5282661 nChanged 633
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Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5282761 nChanged 502
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Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5282799 nChanged 399
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Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5282830 nChanged 306
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Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -5282855.500000 Penalty: 1044.594360
	Iteration 26Q: 3 clusters Score -5282856 nChanged 261
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Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5282881 nChanged 230
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Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5282884 nChanged 181
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Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5282878 nChanged 154
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Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5282876 nChanged 113
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Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5282874 nChanged 85
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Mstep: Class 1 contains 49424 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5282891 nChanged 105
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Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5282895 nChanged 118
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Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -5282897.500000 Penalty: 1044.594360
	Iteration 34Q: 3 clusters Score -5282898 nChanged 112
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Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5282906 nChanged 117
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Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -5282901.500000 Penalty: 1044.594360
	Iteration 36Q: 3 clusters Score -5282902 nChanged 118
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Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -5282903.500000 Penalty: 1044.594360
	Iteration 37Q: 3 clusters Score -5282904 nChanged 109
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Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 47869 members 
Entering Unmasked Estep 
Score: -5282911.500000 Penalty: 1044.594360
	Iteration 38Q: 3 clusters Score -5282912 nChanged 100
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Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5282898 nChanged 103
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Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5282892 nChanged 115
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Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5282900 nChanged 113
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Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5282904 nChanged 113
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Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5282908 nChanged 93
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Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5282920 nChanged 112
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Mstep: Class 1 contains 48054 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5282934 nChanged 100
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Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5282933 nChanged 77
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Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5282939 nChanged 78
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Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5282938 nChanged 96
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Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -5282921.500000 Penalty: 1044.594360
	Iteration 49Q: 3 clusters Score -5282922 nChanged 88
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Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5282936 nChanged 105
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Mstep: Class 1 contains 47510 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5282935 nChanged 111
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Mstep: Class 1 contains 47399 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5282940 nChanged 108
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Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 49379 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5282936 nChanged 99
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5282942 nChanged 82
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5282938 nChanged 90
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Mstep: Class 1 contains 47020 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5282928 nChanged 89
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Mstep: Class 1 contains 46931 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5282934 nChanged 102
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Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5282941 nChanged 86
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Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5282946 nChanged 100
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Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5282954 nChanged 103
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Mstep: Class 1 contains 46540 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5282961 nChanged 79
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Mstep: Class 1 contains 46461 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5282978 nChanged 95
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5282982 nChanged 75
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5282966 nChanged 58
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Mstep: Class 1 contains 46233 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5282978 nChanged 59
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5282968 nChanged 67
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5282960 nChanged 72
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5282960 nChanged 62
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5282948 nChanged 56
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Mstep: Class 1 contains 45917 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5282948 nChanged 76
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Mstep: Class 1 contains 45841 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5282936 nChanged 54
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5282936 nChanged 59
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5282944 nChanged 61
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Mstep: Class 1 contains 45667 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5282947 nChanged 58
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5282945 nChanged 70
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Mstep: Class 1 contains 45539 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5282952 nChanged 51
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Mstep: Class 1 contains 45490 members 
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	Iteration 77Q: 3 clusters Score -5282939 nChanged 64
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Mstep: Class 1 contains 45426 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5282942 nChanged 52
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Mstep: Class 1 contains 45374 members 
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	Iteration 79Q: 3 clusters Score -5282941 nChanged 55
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Mstep: Class 1 contains 45319 members 
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Entering Unmasked Estep 
Score: -5282938.000000 Penalty: 1044.594360
	Iteration 80F: 3 clusters Score -5282938 nChanged 53
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Mstep: Class 1 contains 45266 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5282934 nChanged 66
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Mstep: Class 1 contains 45200 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5282950 nChanged 76
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5282938 nChanged 88
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5282931 nChanged 91
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5282940 nChanged 72
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Mstep: Class 1 contains 44873 members 
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	Iteration 86Q: 3 clusters Score -5282941 nChanged 61
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5282937 nChanged 64
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5282948 nChanged 65
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Mstep: Class 1 contains 44683 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5282942 nChanged 65
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Mstep: Class 1 contains 44618 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5282948 nChanged 64
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5282942 nChanged 80
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Mstep: Class 1 contains 44476 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5282948 nChanged 79
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	Iteration 93Q: 3 clusters Score -5282958 nChanged 74
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	Iteration 94Q: 3 clusters Score -5282960 nChanged 84
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	Iteration 95Q: 3 clusters Score -5282968 nChanged 84
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	Iteration 96Q: 3 clusters Score -5282984 nChanged 91
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	Iteration 97Q: 3 clusters Score -5282983 nChanged 87
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5282972 nChanged 61
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	Iteration 99Q: 3 clusters Score -5282970 nChanged 58
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	Iteration 100F: 3 clusters Score -5282966 nChanged 59
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	Iteration 101Q: 3 clusters Score -5282959 nChanged 32
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5282964 nChanged 22
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	Iteration 103Q: 3 clusters Score -5282964 nChanged 35
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	Iteration 104Q: 3 clusters Score -5282965 nChanged 49
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5282958 nChanged 45
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	Iteration 106Q: 3 clusters Score -5282966 nChanged 57
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5282976 nChanged 57
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5282978 nChanged 48
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5282978 nChanged 59
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5282980 nChanged 54
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5282970 nChanged 50
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Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -5282976.500000 Penalty: 1044.594360
	Iteration 112Q: 3 clusters Score -5282976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -5282979.500000 Penalty: 1044.594360
	Iteration 113Q: 3 clusters Score -5282980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -5282981.500000 Penalty: 1044.594360
	Iteration 114Q: 3 clusters Score -5282982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -5282983.000000 Penalty: 1044.594360
	Iteration 115Q: 3 clusters Score -5282983 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -5282971.000000 Penalty: 1044.594360
	Iteration 116Q: 3 clusters Score -5282971 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -5282984.500000 Penalty: 1044.594360
	Iteration 117Q: 3 clusters Score -5282984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -5282986.000000 Penalty: 1044.594360
	Iteration 118Q: 3 clusters Score -5282986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -5282988.500000 Penalty: 1044.594360
	Iteration 119Q: 3 clusters Score -5282988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -5282985.000000 Penalty: 1044.594360
	Iteration 120F: 3 clusters Score -5282985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -5282975.000000 Penalty: 1044.594360
	Iteration 121Q: 3 clusters Score -5282975 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -5282963.000000 Penalty: 1044.594360
	Iteration 122Q: 3 clusters Score -5282963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -5282963.000000 Penalty: 1044.594360
	Iteration 123Q: 3 clusters Score -5282963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -5282971.000000 Penalty: 1044.594360
	Iteration 124Q: 3 clusters Score -5282971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -5282967.500000 Penalty: 1044.594360
	Iteration 125Q: 3 clusters Score -5282968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -5282968.500000 Penalty: 1044.594360
	Iteration 126Q: 3 clusters Score -5282968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5282968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -5282963.500000 Penalty: 1044.594360
	Iteration 128Q: 3 clusters Score -5282964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -5282962.500000 Penalty: 1044.594360
	Iteration 129Q: 3 clusters Score -5282962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -5282961.000000 Penalty: 1044.594360
	Iteration 130Q: 3 clusters Score -5282961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -5282963.000000 Penalty: 1044.594360
	Iteration 131Q: 3 clusters Score -5282963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -5282966.000000 Penalty: 1044.594360
	Iteration 132Q: 3 clusters Score -5282966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5282968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5282968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5282966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5282974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5282978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -5282974.000000 Penalty: 1044.594360
	Iteration 138Q: 3 clusters Score -5282974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5282978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5282976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5282976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -5282976.500000 Penalty: 1044.594360
	Iteration 142F: 3 clusters Score -5282976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 74710 members 
Mstep: Class 2 contains 83615 members 
Mstep: Class 3 contains 152663 members 
Mstep: Class 4 contains 148470 members 
Mstep: Class 5 contains 3679 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 134552 members 
Mstep: Class 8 contains 9504 members 
Mstep: Class 9 contains 78511 members 
Mstep: Class 10 contains 15045 members 
Mstep: Class 12 contains 51024 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 15 contains 165415 members 
Mstep: Class 16 contains 96966 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 19 contains 12678 members 
Mstep: Class 20 contains 1195 members 
Mstep: Class 21 contains 18037 members 
Mstep: Class 22 contains 3207 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 32572 members 
Mstep: Class 25 contains 96670 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 32 clusters Score -8.731722e+07 nChanged 19660
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 84066 members 
Mstep: Class 3 contains 152940 members 
Mstep: Class 4 contains 149012 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 6951 members 
Mstep: Class 7 contains 134254 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 78328 members 
Mstep: Class 10 contains 15737 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 53213 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 17354 members 
Mstep: Class 15 contains 164622 members 
Mstep: Class 16 contains 96214 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 12732 members 
Mstep: Class 20 contains 1436 members 
Mstep: Class 21 contains 17765 members 
Mstep: Class 22 contains 3035 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 32275 members 
Mstep: Class 25 contains 97916 members 
Mstep: Class 26 contains 12637 members 
Mstep: Class 27 contains 164160 members 
Mstep: Class 28 contains 126531 members 
Mstep: Class 29 contains 50095 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 164509 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 32 clusters Score -8.732398e+07 nChanged 21405
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 84330 members 
Mstep: Class 3 contains 152240 members 
Mstep: Class 4 contains 148447 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 7186 members 
Mstep: Class 7 contains 133841 members 
Mstep: Class 8 contains 9837 members 
Mstep: Class 9 contains 78005 members 
Mstep: Class 10 contains 16446 members 
Mstep: Class 11 contains 1244 members 
Mstep: Class 12 contains 55393 members 
Mstep: Class 13 contains 1249 members 
Mstep: Class 14 contains 17870 members 
Mstep: Class 15 contains 163388 members 
Mstep: Class 16 contains 95381 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 12771 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 17550 members 
Mstep: Class 22 contains 2914 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 31837 members 
Mstep: Class 25 contains 98436 members 
Mstep: Class 26 contains 13067 members 
Mstep: Class 27 contains 164229 members 
Mstep: Class 28 contains 126952 members 
Mstep: Class 29 contains 50513 members 
Mstep: Class 30 contains 1729 members 
Mstep: Class 31 contains 162801 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 32 clusters Score -8.732868e+07 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 84563 members 
Mstep: Class 3 contains 151784 members 
Mstep: Class 4 contains 147837 members 
Mstep: Class 5 contains 4222 members 
Mstep: Class 6 contains 7381 members 
Mstep: Class 7 contains 133405 members 
Mstep: Class 8 contains 9834 members 
Mstep: Class 9 contains 77825 members 
Mstep: Class 10 contains 17110 members 
Mstep: Class 11 contains 1456 members 
Mstep: Class 12 contains 57656 members 
Mstep: Class 13 contains 1301 members 
Mstep: Class 14 contains 18418 members 
Mstep: Class 15 contains 161945 members 
Mstep: Class 16 contains 94711 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 584 members 
Mstep: Class 19 contains 12822 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 17471 members 
Mstep: Class 22 contains 2845 members 
Mstep: Class 23 contains 1872 members 
Mstep: Class 24 contains 31394 members 
Mstep: Class 25 contains 98917 members 
Mstep: Class 26 contains 13482 members 
Mstep: Class 27 contains 163768 members 
Mstep: Class 28 contains 127531 members 
Mstep: Class 29 contains 50741 members 
Mstep: Class 30 contains 2058 members 
Mstep: Class 31 contains 161334 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 32 clusters Score -8.733256e+07 nChanged 18131
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 84673 members 
Mstep: Class 3 contains 151305 members 
Mstep: Class 4 contains 147290 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 6 contains 7554 members 
Mstep: Class 7 contains 132926 members 
Mstep: Class 8 contains 9799 members 
Mstep: Class 9 contains 77778 members 
Mstep: Class 10 contains 17785 members 
Mstep: Class 11 contains 1650 members 
Mstep: Class 12 contains 59936 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 18946 members 
Mstep: Class 15 contains 160584 members 
Mstep: Class 16 contains 94074 members 
Mstep: Class 17 contains 737 members 
Mstep: Class 18 contains 598 members 
Mstep: Class 19 contains 12843 members 
Mstep: Class 20 contains 1821 members 
Mstep: Class 21 contains 17453 members 
Mstep: Class 22 contains 2800 members 
Mstep: Class 23 contains 1994 members 
Mstep: Class 24 contains 30890 members 
Mstep: Class 25 contains 99245 members 
Mstep: Class 26 contains 13855 members 
Mstep: Class 27 contains 163255 members 
Mstep: Class 28 contains 128059 members 
Mstep: Class 29 contains 50989 members 
Mstep: Class 30 contains 2385 members 
Mstep: Class 31 contains 160052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87335648.000000 Penalty: 20260.136719
Iteration 83Q: 32 clusters Score -8.733565e+07 nChanged 17620
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 84679 members 
Mstep: Class 3 contains 150794 members 
Mstep: Class 4 contains 146717 members 
Mstep: Class 5 contains 4668 members 
Mstep: Class 6 contains 7705 members 
Mstep: Class 7 contains 132378 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 77814 members 
Mstep: Class 10 contains 18460 members 
Mstep: Class 11 contains 1815 members 
Mstep: Class 12 contains 62350 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 19447 members 
Mstep: Class 15 contains 159197 members 
Mstep: Class 16 contains 93504 members 
Mstep: Class 17 contains 784 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 12830 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 17468 members 
Mstep: Class 22 contains 2752 members 
Mstep: Class 23 contains 2102 members 
Mstep: Class 24 contains 30363 members 
Mstep: Class 25 contains 99499 members 
Mstep: Class 26 contains 14202 members 
Mstep: Class 27 contains 162806 members 
Mstep: Class 28 contains 128548 members 
Mstep: Class 29 contains 51286 members 
Mstep: Class 30 contains 2735 members 
Mstep: Class 31 contains 158900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87339184.000000 Penalty: 20260.136719
Iteration 84Q: 32 clusters Score -8.733918e+07 nChanged 16816
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 84562 members 
Mstep: Class 3 contains 150116 members 
Mstep: Class 4 contains 146210 members 
Mstep: Class 5 contains 4877 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 131778 members 
Mstep: Class 8 contains 9727 members 
Mstep: Class 9 contains 78008 members 
Mstep: Class 10 contains 19091 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 64753 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 19950 members 
Mstep: Class 15 contains 157891 members 
Mstep: Class 16 contains 92968 members 
Mstep: Class 17 contains 820 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 12792 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 17502 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 2199 members 
Mstep: Class 24 contains 29806 members 
Mstep: Class 25 contains 99730 members 
Mstep: Class 26 contains 14542 members 
Mstep: Class 27 contains 162484 members 
Mstep: Class 28 contains 128965 members 
Mstep: Class 29 contains 51573 members 
Mstep: Class 30 contains 3071 members 
Mstep: Class 31 contains 157883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 32 clusters Score -8.73412e+07 nChanged 16244
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 84436 members 
Mstep: Class 3 contains 149391 members 
Mstep: Class 4 contains 145768 members 
Mstep: Class 5 contains 5097 members 
Mstep: Class 6 contains 7912 members 
Mstep: Class 7 contains 131205 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 78169 members 
Mstep: Class 10 contains 19730 members 
Mstep: Class 11 contains 1996 members 
Mstep: Class 12 contains 67164 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 20470 members 
Mstep: Class 15 contains 156595 members 
Mstep: Class 16 contains 92479 members 
Mstep: Class 17 contains 857 members 
Mstep: Class 18 contains 629 members 
Mstep: Class 19 contains 12740 members 
Mstep: Class 20 contains 2092 members 
Mstep: Class 21 contains 17552 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 2281 members 
Mstep: Class 24 contains 29264 members 
Mstep: Class 25 contains 99913 members 
Mstep: Class 26 contains 14867 members 
Mstep: Class 27 contains 162164 members 
Mstep: Class 28 contains 129288 members 
Mstep: Class 29 contains 51825 members 
Mstep: Class 30 contains 3398 members 
Mstep: Class 31 contains 157004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87344296.000000 Penalty: 20260.136719
Iteration 86Q: 32 clusters Score -8.73443e+07 nChanged 15661
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 84253 members 
Mstep: Class 3 contains 148701 members 
Mstep: Class 4 contains 145363 members 
Mstep: Class 5 contains 5267 members 
Mstep: Class 6 contains 7979 members 
Mstep: Class 7 contains 130569 members 
Mstep: Class 8 contains 9662 members 
Mstep: Class 9 contains 78443 members 
Mstep: Class 10 contains 20310 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 69594 members 
Mstep: Class 13 contains 1530 members 
Mstep: Class 14 contains 20914 members 
Mstep: Class 15 contains 155288 members 
Mstep: Class 16 contains 92035 members 
Mstep: Class 17 contains 888 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 12676 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 17612 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 2353 members 
Mstep: Class 24 contains 28787 members 
Mstep: Class 25 contains 100045 members 
Mstep: Class 26 contains 15202 members 
Mstep: Class 27 contains 161992 members 
Mstep: Class 28 contains 129421 members 
Mstep: Class 29 contains 52079 members 
Mstep: Class 30 contains 3717 members 
Mstep: Class 31 contains 156261 members 
Entering Unmasked Estep 
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Score: -87347504.000000 Penalty: 20260.136719
Iteration 87Q: 32 clusters Score -8.73475e+07 nChanged 15338
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 84028 members 
Mstep: Class 3 contains 148124 members 
Mstep: Class 4 contains 145054 members 
Mstep: Class 5 contains 5368 members 
Mstep: Class 6 contains 8020 members 
Mstep: Class 7 contains 129884 members 
Mstep: Class 8 contains 9639 members 
Mstep: Class 9 contains 78809 members 
Mstep: Class 10 contains 20885 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 72041 members 
Mstep: Class 13 contains 1563 members 
Mstep: Class 14 contains 21316 members 
Mstep: Class 15 contains 153967 members 
Mstep: Class 16 contains 91639 members 
Mstep: Class 17 contains 930 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 12532 members 
Mstep: Class 20 contains 2217 members 
Mstep: Class 21 contains 17662 members 
Mstep: Class 22 contains 2614 members 
Mstep: Class 23 contains 2412 members 
Mstep: Class 24 contains 28340 members 
Mstep: Class 25 contains 100069 members 
Mstep: Class 26 contains 15497 members 
Mstep: Class 27 contains 161819 members 
Mstep: Class 28 contains 129426 members 
Mstep: Class 29 contains 52369 members 
Mstep: Class 30 contains 3998 members 
Mstep: Class 31 contains 155699 members 
Entering Unmasked Estep 
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Iteration 88Q: 32 clusters Score -8.734957e+07 nChanged 15064
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 83789 members 
Mstep: Class 3 contains 147546 members 
Mstep: Class 4 contains 144663 members 
Mstep: Class 5 contains 5455 members 
Mstep: Class 6 contains 8064 members 
Mstep: Class 7 contains 129201 members 
Mstep: Class 8 contains 9623 members 
Mstep: Class 9 contains 79290 members 
Mstep: Class 10 contains 21442 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 74495 members 
Mstep: Class 13 contains 1594 members 
Mstep: Class 14 contains 21663 members 
Mstep: Class 15 contains 152637 members 
Mstep: Class 16 contains 91255 members 
Mstep: Class 17 contains 972 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 17706 members 
Mstep: Class 22 contains 2592 members 
Mstep: Class 23 contains 2469 members 
Mstep: Class 24 contains 27848 members 
Mstep: Class 25 contains 100032 members 
Mstep: Class 26 contains 15822 members 
Mstep: Class 27 contains 161839 members 
Mstep: Class 28 contains 129405 members 
Mstep: Class 29 contains 52634 members 
Mstep: Class 30 contains 4274 members 
Mstep: Class 31 contains 155109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87350720.000000 Penalty: 20260.136719
Iteration 89Q: 32 clusters Score -8.735072e+07 nChanged 14480
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 83490 members 
Mstep: Class 3 contains 146972 members 
Mstep: Class 4 contains 144230 members 
Mstep: Class 5 contains 5477 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 7 contains 128471 members 
Mstep: Class 8 contains 9601 members 
Mstep: Class 9 contains 79845 members 
Mstep: Class 10 contains 21986 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 76961 members 
Mstep: Class 13 contains 1625 members 
Mstep: Class 14 contains 22041 members 
Mstep: Class 15 contains 151360 members 
Mstep: Class 16 contains 90893 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 12189 members 
Mstep: Class 20 contains 2349 members 
Mstep: Class 21 contains 17747 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 2509 members 
Mstep: Class 24 contains 27367 members 
Mstep: Class 25 contains 100005 members 
Mstep: Class 26 contains 16110 members 
Mstep: Class 27 contains 161940 members 
Mstep: Class 28 contains 129251 members 
Mstep: Class 29 contains 52915 members 
Mstep: Class 30 contains 4528 members 
Mstep: Class 31 contains 154631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87351896.000000 Penalty: 20260.136719
Iteration 90Q: 32 clusters Score -8.73519e+07 nChanged 13846
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 83152 members 
Mstep: Class 3 contains 146389 members 
Mstep: Class 4 contains 143631 members 
Mstep: Class 5 contains 5485 members 
Mstep: Class 6 contains 8160 members 
Mstep: Class 7 contains 127807 members 
Mstep: Class 8 contains 9579 members 
Mstep: Class 9 contains 80451 members 
Mstep: Class 10 contains 22491 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 79592 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 22373 members 
Mstep: Class 15 contains 150074 members 
Mstep: Class 16 contains 90539 members 
Mstep: Class 17 contains 1012 members 
Mstep: Class 18 contains 659 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 17794 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 26918 members 
Mstep: Class 25 contains 99970 members 
Mstep: Class 26 contains 16394 members 
Mstep: Class 27 contains 162172 members 
Mstep: Class 28 contains 128969 members 
Mstep: Class 29 contains 53233 members 
Mstep: Class 30 contains 4775 members 
Mstep: Class 31 contains 154212 members 
Entering Unmasked Estep 
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Score: -87352784.000000 Penalty: 20260.136719
Iteration 91Q: 32 clusters Score -8.735278e+07 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 82847 members 
Mstep: Class 3 contains 145699 members 
Mstep: Class 4 contains 142983 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 8208 members 
Mstep: Class 7 contains 127173 members 
Mstep: Class 8 contains 9540 members 
Mstep: Class 9 contains 81017 members 
Mstep: Class 10 contains 22968 members 
Mstep: Class 11 contains 2176 members 
Mstep: Class 12 contains 82268 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 22660 members 
Mstep: Class 15 contains 148975 members 
Mstep: Class 16 contains 90200 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 18 contains 668 members 
Mstep: Class 19 contains 11667 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 17838 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 2602 members 
Mstep: Class 24 contains 26502 members 
Mstep: Class 25 contains 99928 members 
Mstep: Class 26 contains 16669 members 
Mstep: Class 27 contains 162497 members 
Mstep: Class 28 contains 128555 members 
Mstep: Class 29 contains 53573 members 
Mstep: Class 30 contains 4970 members 
Mstep: Class 31 contains 153865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87353568.000000 Penalty: 20260.136719
Iteration 92Q: 32 clusters Score -8.735357e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 82527 members 
Mstep: Class 3 contains 145044 members 
Mstep: Class 4 contains 142314 members 
Mstep: Class 5 contains 5412 members 
Mstep: Class 6 contains 8239 members 
Mstep: Class 7 contains 126626 members 
Mstep: Class 8 contains 9516 members 
Mstep: Class 9 contains 81585 members 
Mstep: Class 10 contains 23357 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 84902 members 
Mstep: Class 13 contains 1688 members 
Mstep: Class 14 contains 22887 members 
Mstep: Class 15 contains 148027 members 
Mstep: Class 16 contains 89906 members 
Mstep: Class 17 contains 1022 members 
Mstep: Class 18 contains 678 members 
Mstep: Class 19 contains 11338 members 
Mstep: Class 20 contains 2470 members 
Mstep: Class 21 contains 17884 members 
Mstep: Class 22 contains 2599 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 26106 members 
Mstep: Class 25 contains 99890 members 
Mstep: Class 26 contains 16916 members 
Mstep: Class 27 contains 162872 members 
Mstep: Class 28 contains 128060 members 
Mstep: Class 29 contains 53889 members 
Mstep: Class 30 contains 5133 members 
Mstep: Class 31 contains 153576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87353624.000000 Penalty: 20260.136719
Iteration 93Q: 32 clusters Score -8.735362e+07 nChanged 12551
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 82188 members 
Mstep: Class 3 contains 144403 members 
Mstep: Class 4 contains 141646 members 
Mstep: Class 5 contains 5371 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 126065 members 
Mstep: Class 8 contains 9495 members 
Mstep: Class 9 contains 82161 members 
Mstep: Class 10 contains 23749 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 87534 members 
Mstep: Class 13 contains 1710 members 
Mstep: Class 14 contains 23070 members 
Mstep: Class 15 contains 146983 members 
Mstep: Class 16 contains 89654 members 
Mstep: Class 17 contains 1020 members 
Mstep: Class 18 contains 686 members 
Mstep: Class 19 contains 11009 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 17947 members 
Mstep: Class 22 contains 2599 members 
Mstep: Class 23 contains 2726 members 
Mstep: Class 24 contains 25694 members 
Mstep: Class 25 contains 99826 members 
Mstep: Class 26 contains 17150 members 
Mstep: Class 27 contains 163202 members 
Mstep: Class 28 contains 127549 members 
Mstep: Class 29 contains 54210 members 
Mstep: Class 30 contains 5260 members 
Mstep: Class 31 contains 153402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87353656.000000 Penalty: 20260.136719
Iteration 94Q: 32 clusters Score -8.735366e+07 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 81903 members 
Mstep: Class 3 contains 143652 members 
Mstep: Class 4 contains 140864 members 
Mstep: Class 5 contains 5365 members 
Mstep: Class 6 contains 8358 members 
Mstep: Class 7 contains 125522 members 
Mstep: Class 8 contains 9487 members 
Mstep: Class 9 contains 82686 members 
Mstep: Class 10 contains 24105 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 90293 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 23266 members 
Mstep: Class 15 contains 145733 members 
Mstep: Class 16 contains 89419 members 
Mstep: Class 17 contains 1004 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 10661 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 18013 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 2809 members 
Mstep: Class 24 contains 25363 members 
Mstep: Class 25 contains 99733 members 
Mstep: Class 26 contains 17369 members 
Mstep: Class 27 contains 163536 members 
Mstep: Class 28 contains 127099 members 
Mstep: Class 29 contains 54526 members 
Mstep: Class 30 contains 5356 members 
Mstep: Class 31 contains 153342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87354448.000000 Penalty: 20260.136719
Iteration 95Q: 32 clusters Score -8.735445e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 81641 members 
Mstep: Class 3 contains 142824 members 
Mstep: Class 4 contains 140039 members 
Mstep: Class 5 contains 5386 members 
Mstep: Class 6 contains 8440 members 
Mstep: Class 7 contains 125006 members 
Mstep: Class 8 contains 9481 members 
Mstep: Class 9 contains 83120 members 
Mstep: Class 10 contains 24407 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 93122 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 23471 members 
Mstep: Class 15 contains 144304 members 
Mstep: Class 16 contains 89223 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 10300 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 18079 members 
Mstep: Class 22 contains 2616 members 
Mstep: Class 23 contains 2912 members 
Mstep: Class 24 contains 25060 members 
Mstep: Class 25 contains 99681 members 
Mstep: Class 26 contains 17577 members 
Mstep: Class 27 contains 163940 members 
Mstep: Class 28 contains 126731 members 
Mstep: Class 29 contains 54848 members 
Mstep: Class 30 contains 5452 members 
Mstep: Class 31 contains 153274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87353936.000000 Penalty: 20260.136719
Iteration 96Q: 32 clusters Score -8.735394e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 81417 members 
Mstep: Class 3 contains 141858 members 
Mstep: Class 4 contains 139311 members 
Mstep: Class 5 contains 5424 members 
Mstep: Class 6 contains 8501 members 
Mstep: Class 7 contains 124483 members 
Mstep: Class 8 contains 9467 members 
Mstep: Class 9 contains 83540 members 
Mstep: Class 10 contains 24719 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 95886 members 
Mstep: Class 13 contains 1806 members 
Mstep: Class 14 contains 23711 members 
Mstep: Class 15 contains 142810 members 
Mstep: Class 16 contains 89010 members 
Mstep: Class 17 contains 981 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 9951 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 18141 members 
Mstep: Class 22 contains 2630 members 
Mstep: Class 23 contains 3027 members 
Mstep: Class 24 contains 24805 members 
Mstep: Class 25 contains 99690 members 
Mstep: Class 26 contains 17771 members 
Mstep: Class 27 contains 164193 members 
Mstep: Class 28 contains 126435 members 
Mstep: Class 29 contains 55194 members 
Mstep: Class 30 contains 5540 members 
Mstep: Class 31 contains 153261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87354176.000000 Penalty: 20260.136719
Iteration 97Q: 32 clusters Score -8.735418e+07 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 81240 members 
Mstep: Class 3 contains 140762 members 
Mstep: Class 4 contains 138558 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 8537 members 
Mstep: Class 7 contains 123989 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 83936 members 
Mstep: Class 10 contains 25013 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 98513 members 
Mstep: Class 13 contains 1846 members 
Mstep: Class 14 contains 23946 members 
Mstep: Class 15 contains 141307 members 
Mstep: Class 16 contains 88833 members 
Mstep: Class 17 contains 970 members 
Mstep: Class 18 contains 711 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 18187 members 
Mstep: Class 22 contains 2646 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 24597 members 
Mstep: Class 25 contains 99783 members 
Mstep: Class 26 contains 17958 members 
Mstep: Class 27 contains 164399 members 
Mstep: Class 28 contains 126314 members 
Mstep: Class 29 contains 55540 members 
Mstep: Class 30 contains 5614 members 
Mstep: Class 31 contains 153270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87354904.000000 Penalty: 20260.136719
Iteration 98Q: 32 clusters Score -8.73549e+07 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 81082 members 
Mstep: Class 3 contains 139472 members 
Mstep: Class 4 contains 137807 members 
Mstep: Class 5 contains 5543 members 
Mstep: Class 6 contains 8577 members 
Mstep: Class 7 contains 123512 members 
Mstep: Class 8 contains 9437 members 
Mstep: Class 9 contains 84356 members 
Mstep: Class 10 contains 25317 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 101195 members 
Mstep: Class 13 contains 1885 members 
Mstep: Class 14 contains 24169 members 
Mstep: Class 15 contains 139743 members 
Mstep: Class 16 contains 88704 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 713 members 
Mstep: Class 19 contains 9304 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 18229 members 
Mstep: Class 22 contains 2650 members 
Mstep: Class 23 contains 3276 members 
Mstep: Class 24 contains 24376 members 
Mstep: Class 25 contains 99873 members 
Mstep: Class 26 contains 18145 members 
Mstep: Class 27 contains 164515 members 
Mstep: Class 28 contains 126303 members 
Mstep: Class 29 contains 55867 members 
Mstep: Class 30 contains 5673 members 
Mstep: Class 31 contains 153370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87354584.000000 Penalty: 20260.136719
Iteration 99Q: 32 clusters Score -8.735458e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 80868 members 
Mstep: Class 3 contains 137934 members 
Mstep: Class 4 contains 137112 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 6 contains 8620 members 
Mstep: Class 7 contains 123111 members 
Mstep: Class 8 contains 9417 members 
Mstep: Class 9 contains 84804 members 
Mstep: Class 10 contains 25642 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 103847 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 24374 members 
Mstep: Class 15 contains 138254 members 
Mstep: Class 16 contains 88586 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 8982 members 
Mstep: Class 20 contains 2636 members 
Mstep: Class 21 contains 18270 members 
Mstep: Class 22 contains 2663 members 
Mstep: Class 23 contains 3402 members 
Mstep: Class 24 contains 24178 members 
Mstep: Class 25 contains 99939 members 
Mstep: Class 26 contains 18319 members 
Mstep: Class 27 contains 164623 members 
Mstep: Class 28 contains 126381 members 
Mstep: Class 29 contains 56208 members 
Mstep: Class 30 contains 5708 members 
Mstep: Class 31 contains 153459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87354456.000000 Penalty: 20260.136719
Iteration 100F: 32 clusters Score -8.735446e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 80652 members 
Mstep: Class 3 contains 136114 members 
Mstep: Class 4 contains 136434 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 8729 members 
Mstep: Class 7 contains 122766 members 
Mstep: Class 8 contains 9402 members 
Mstep: Class 9 contains 85179 members 
Mstep: Class 10 contains 26017 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 106370 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 24564 members 
Mstep: Class 15 contains 136882 members 
Mstep: Class 16 contains 88431 members 
Mstep: Class 17 contains 1008 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 8682 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 18314 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 3577 members 
Mstep: Class 24 contains 23966 members 
Mstep: Class 25 contains 100027 members 
Mstep: Class 26 contains 18480 members 
Mstep: Class 27 contains 164708 members 
Mstep: Class 28 contains 126465 members 
Mstep: Class 29 contains 56569 members 
Mstep: Class 30 contains 5827 members 
Mstep: Class 31 contains 153527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87353560.000000 Penalty: 20260.136719
Iteration 101Q: 32 clusters Score -8.735356e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 80482 members 
Mstep: Class 3 contains 134099 members 
Mstep: Class 4 contains 135742 members 
Mstep: Class 5 contains 5931 members 
Mstep: Class 6 contains 8852 members 
Mstep: Class 7 contains 122451 members 
Mstep: Class 8 contains 9389 members 
Mstep: Class 9 contains 85436 members 
Mstep: Class 10 contains 26423 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 108688 members 
Mstep: Class 13 contains 2017 members 
Mstep: Class 14 contains 24747 members 
Mstep: Class 15 contains 135765 members 
Mstep: Class 16 contains 88299 members 
Mstep: Class 17 contains 1031 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 8396 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 18349 members 
Mstep: Class 22 contains 2671 members 
Mstep: Class 23 contains 3750 members 
Mstep: Class 24 contains 23729 members 
Mstep: Class 25 contains 100136 members 
Mstep: Class 26 contains 18608 members 
Mstep: Class 27 contains 164984 members 
Mstep: Class 28 contains 126616 members 
Mstep: Class 29 contains 56898 members 
Mstep: Class 30 contains 5956 members 
Mstep: Class 31 contains 153498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87353504.000000 Penalty: 20260.136719
Iteration 102Q: 32 clusters Score -8.73535e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 80268 members 
Mstep: Class 3 contains 131913 members 
Mstep: Class 4 contains 135002 members 
Mstep: Class 5 contains 6118 members 
Mstep: Class 6 contains 8950 members 
Mstep: Class 7 contains 122200 members 
Mstep: Class 8 contains 9383 members 
Mstep: Class 9 contains 85678 members 
Mstep: Class 10 contains 26846 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 110890 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 24896 members 
Mstep: Class 15 contains 134801 members 
Mstep: Class 16 contains 88200 members 
Mstep: Class 17 contains 1052 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 8132 members 
Mstep: Class 20 contains 2697 members 
Mstep: Class 21 contains 18381 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 3913 members 
Mstep: Class 24 contains 23524 members 
Mstep: Class 25 contains 100274 members 
Mstep: Class 26 contains 18731 members 
Mstep: Class 27 contains 165208 members 
Mstep: Class 28 contains 126948 members 
Mstep: Class 29 contains 57230 members 
Mstep: Class 30 contains 6080 members 
Mstep: Class 31 contains 153479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87353136.000000 Penalty: 20260.136719
Iteration 103Q: 32 clusters Score -8.735314e+07 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71663 members 
Mstep: Class 2 contains 80084 members 
Mstep: Class 3 contains 129806 members 
Mstep: Class 4 contains 134200 members 
Mstep: Class 5 contains 6315 members 
Mstep: Class 6 contains 9020 members 
Mstep: Class 7 contains 121986 members 
Mstep: Class 8 contains 9386 members 
Mstep: Class 9 contains 85865 members 
Mstep: Class 10 contains 27240 members 
Mstep: Class 11 contains 2453 members 
Mstep: Class 12 contains 113000 members 
Mstep: Class 13 contains 2108 members 
Mstep: Class 14 contains 25005 members 
Mstep: Class 15 contains 134051 members 
Mstep: Class 16 contains 88168 members 
Mstep: Class 17 contains 1080 members 
Mstep: Class 18 contains 713 members 
Mstep: Class 19 contains 7911 members 
Mstep: Class 20 contains 2729 members 
Mstep: Class 21 contains 18418 members 
Mstep: Class 22 contains 2680 members 
Mstep: Class 23 contains 4116 members 
Mstep: Class 24 contains 23292 members 
Mstep: Class 25 contains 100383 members 
Mstep: Class 26 contains 18846 members 
Mstep: Class 27 contains 165265 members 
Mstep: Class 28 contains 127288 members 
Mstep: Class 29 contains 57558 members 
Mstep: Class 30 contains 6191 members 
Mstep: Class 31 contains 153412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87352216.000000 Penalty: 20260.136719
Iteration 104Q: 32 clusters Score -8.735222e+07 nChanged 13765
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71721 members 
Mstep: Class 2 contains 79859 members 
Mstep: Class 3 contains 127677 members 
Mstep: Class 4 contains 133338 members 
Mstep: Class 5 contains 6504 members 
Mstep: Class 6 contains 9079 members 
Mstep: Class 7 contains 121818 members 
Mstep: Class 8 contains 9387 members 
Mstep: Class 9 contains 86124 members 
Mstep: Class 10 contains 27632 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 114750 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 25066 members 
Mstep: Class 15 contains 133678 members 
Mstep: Class 16 contains 88205 members 
Mstep: Class 17 contains 1100 members 
Mstep: Class 18 contains 712 members 
Mstep: Class 19 contains 7732 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 18450 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 4340 members 
Mstep: Class 24 contains 23052 members 
Mstep: Class 25 contains 100459 members 
Mstep: Class 26 contains 18967 members 
Mstep: Class 27 contains 165323 members 
Mstep: Class 28 contains 127731 members 
Mstep: Class 29 contains 57880 members 
Mstep: Class 30 contains 6301 members 
Mstep: Class 31 contains 153292 members 
Entering Unmasked Estep 
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Score: -87351720.000000 Penalty: 20260.136719
Iteration 105Q: 32 clusters Score -8.735172e+07 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 79697 members 
Mstep: Class 3 contains 125633 members 
Mstep: Class 4 contains 132375 members 
Mstep: Class 5 contains 6688 members 
Mstep: Class 6 contains 9166 members 
Mstep: Class 7 contains 121675 members 
Mstep: Class 8 contains 9393 members 
Mstep: Class 9 contains 86347 members 
Mstep: Class 10 contains 28030 members 
Mstep: Class 11 contains 2534 members 
Mstep: Class 12 contains 116179 members 
Mstep: Class 13 contains 2170 members 
Mstep: Class 14 contains 25085 members 
Mstep: Class 15 contains 133621 members 
Mstep: Class 16 contains 88232 members 
Mstep: Class 17 contains 1124 members 
Mstep: Class 18 contains 711 members 
Mstep: Class 19 contains 7586 members 
Mstep: Class 20 contains 2782 members 
Mstep: Class 21 contains 18488 members 
Mstep: Class 22 contains 2682 members 
Mstep: Class 23 contains 4569 members 
Mstep: Class 24 contains 22826 members 
Mstep: Class 25 contains 100492 members 
Mstep: Class 26 contains 19077 members 
Mstep: Class 27 contains 165170 members 
Mstep: Class 28 contains 128304 members 
Mstep: Class 29 contains 58240 members 
Mstep: Class 30 contains 6409 members 
Mstep: Class 31 contains 153157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87351488.000000 Penalty: 20260.136719
Iteration 106Q: 32 clusters Score -8.735149e+07 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 79562 members 
Mstep: Class 3 contains 123509 members 
Mstep: Class 4 contains 131455 members 
Mstep: Class 5 contains 6854 members 
Mstep: Class 6 contains 9272 members 
Mstep: Class 7 contains 121535 members 
Mstep: Class 8 contains 9392 members 
Mstep: Class 9 contains 86474 members 
Mstep: Class 10 contains 28449 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 117392 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 14 contains 25077 members 
Mstep: Class 15 contains 133850 members 
Mstep: Class 16 contains 88316 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 710 members 
Mstep: Class 19 contains 7466 members 
Mstep: Class 20 contains 2800 members 
Mstep: Class 21 contains 18520 members 
Mstep: Class 22 contains 2691 members 
Mstep: Class 23 contains 4802 members 
Mstep: Class 24 contains 22572 members 
Mstep: Class 25 contains 100519 members 
Mstep: Class 26 contains 19173 members 
Mstep: Class 27 contains 165047 members 
Mstep: Class 28 contains 128884 members 
Mstep: Class 29 contains 58603 members 
Mstep: Class 30 contains 6524 members 
Mstep: Class 31 contains 152957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87351544.000000 Penalty: 20260.136719
Iteration 107Q: 32 clusters Score -8.735154e+07 nChanged 13249
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 79468 members 
Mstep: Class 3 contains 121489 members 
Mstep: Class 4 contains 130565 members 
Mstep: Class 5 contains 6991 members 
Mstep: Class 6 contains 9360 members 
Mstep: Class 7 contains 121403 members 
Mstep: Class 8 contains 9388 members 
Mstep: Class 9 contains 86513 members 
Mstep: Class 10 contains 28816 members 
Mstep: Class 11 contains 2624 members 
Mstep: Class 12 contains 118233 members 
Mstep: Class 13 contains 2246 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 134439 members 
Mstep: Class 16 contains 88415 members 
Mstep: Class 17 contains 1178 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 18575 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 5046 members 
Mstep: Class 24 contains 22375 members 
Mstep: Class 25 contains 100550 members 
Mstep: Class 26 contains 19244 members 
Mstep: Class 27 contains 164934 members 
Mstep: Class 28 contains 129452 members 
Mstep: Class 29 contains 58950 members 
Mstep: Class 30 contains 6620 members 
Mstep: Class 31 contains 152676 members 
Entering Unmasked Estep 
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Iteration 108Q: 32 clusters Score -8.735119e+07 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72182 members 
Mstep: Class 2 contains 79372 members 
Mstep: Class 3 contains 119587 members 
Mstep: Class 4 contains 129735 members 
Mstep: Class 5 contains 7122 members 
Mstep: Class 6 contains 9435 members 
Mstep: Class 7 contains 121309 members 
Mstep: Class 8 contains 9386 members 
Mstep: Class 9 contains 86487 members 
Mstep: Class 10 contains 29103 members 
Mstep: Class 11 contains 2647 members 
Mstep: Class 12 contains 118667 members 
Mstep: Class 13 contains 2277 members 
Mstep: Class 14 contains 25002 members 
Mstep: Class 15 contains 135412 members 
Mstep: Class 16 contains 88605 members 
Mstep: Class 17 contains 1208 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 7328 members 
Mstep: Class 20 contains 2853 members 
Mstep: Class 21 contains 18618 members 
Mstep: Class 22 contains 2711 members 
Mstep: Class 23 contains 5288 members 
Mstep: Class 24 contains 22167 members 
Mstep: Class 25 contains 100580 members 
Mstep: Class 26 contains 19314 members 
Mstep: Class 27 contains 164749 members 
Mstep: Class 28 contains 130081 members 
Mstep: Class 29 contains 59298 members 
Mstep: Class 30 contains 6699 members 
Mstep: Class 31 contains 152295 members 
Entering Unmasked Estep 
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Iteration 109Q: 32 clusters Score -8.735096e+07 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72360 members 
Mstep: Class 2 contains 79249 members 
Mstep: Class 3 contains 117749 members 
Mstep: Class 4 contains 128838 members 
Mstep: Class 5 contains 7264 members 
Mstep: Class 6 contains 9487 members 
Mstep: Class 7 contains 121238 members 
Mstep: Class 8 contains 9383 members 
Mstep: Class 9 contains 86511 members 
Mstep: Class 10 contains 29379 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 118778 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 24947 members 
Mstep: Class 15 contains 136767 members 
Mstep: Class 16 contains 88824 members 
Mstep: Class 17 contains 1232 members 
Mstep: Class 18 contains 718 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 2870 members 
Mstep: Class 21 contains 18667 members 
Mstep: Class 22 contains 2723 members 
Mstep: Class 23 contains 5513 members 
Mstep: Class 24 contains 22000 members 
Mstep: Class 25 contains 100532 members 
Mstep: Class 26 contains 19365 members 
Mstep: Class 27 contains 164655 members 
Mstep: Class 28 contains 130668 members 
Mstep: Class 29 contains 59666 members 
Mstep: Class 30 contains 6776 members 
Mstep: Class 31 contains 151819 members 
Entering Unmasked Estep 
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Iteration 110Q: 32 clusters Score -8.735045e+07 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 79154 members 
Mstep: Class 3 contains 115938 members 
Mstep: Class 4 contains 127940 members 
Mstep: Class 5 contains 7393 members 
Mstep: Class 6 contains 9556 members 
Mstep: Class 7 contains 121194 members 
Mstep: Class 8 contains 9377 members 
Mstep: Class 9 contains 86521 members 
Mstep: Class 10 contains 29599 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 12 contains 118689 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 24910 members 
Mstep: Class 15 contains 138535 members 
Mstep: Class 16 contains 88969 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 18725 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 5703 members 
Mstep: Class 24 contains 21823 members 
Mstep: Class 25 contains 100450 members 
Mstep: Class 26 contains 19433 members 
Mstep: Class 27 contains 164520 members 
Mstep: Class 28 contains 131217 members 
Mstep: Class 29 contains 60037 members 
Mstep: Class 30 contains 6857 members 
Mstep: Class 31 contains 151240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87349872.000000 Penalty: 20260.136719
Iteration 111Q: 32 clusters Score -8.734987e+07 nChanged 13864
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72703 members 
Mstep: Class 2 contains 79023 members 
Mstep: Class 3 contains 114300 members 
Mstep: Class 4 contains 127018 members 
Mstep: Class 5 contains 7526 members 
Mstep: Class 6 contains 9606 members 
Mstep: Class 7 contains 121188 members 
Mstep: Class 8 contains 9363 members 
Mstep: Class 9 contains 86529 members 
Mstep: Class 10 contains 29826 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 12 contains 118280 members 
Mstep: Class 13 contains 2400 members 
Mstep: Class 14 contains 24835 members 
Mstep: Class 15 contains 140576 members 
Mstep: Class 16 contains 89135 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 7299 members 
Mstep: Class 20 contains 2914 members 
Mstep: Class 21 contains 18791 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 5847 members 
Mstep: Class 24 contains 21686 members 
Mstep: Class 25 contains 100363 members 
Mstep: Class 26 contains 19539 members 
Mstep: Class 27 contains 164427 members 
Mstep: Class 28 contains 131715 members 
Mstep: Class 29 contains 60425 members 
Mstep: Class 30 contains 6953 members 
Mstep: Class 31 contains 150553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87349808.000000 Penalty: 20260.136719
Iteration 112Q: 32 clusters Score -8.734981e+07 nChanged 14247
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 78870 members 
Mstep: Class 3 contains 112710 members 
Mstep: Class 4 contains 126073 members 
Mstep: Class 5 contains 7662 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 121171 members 
Mstep: Class 8 contains 9344 members 
Mstep: Class 9 contains 86555 members 
Mstep: Class 10 contains 29997 members 
Mstep: Class 11 contains 2638 members 
Mstep: Class 12 contains 117640 members 
Mstep: Class 13 contains 2433 members 
Mstep: Class 14 contains 24757 members 
Mstep: Class 15 contains 142867 members 
Mstep: Class 16 contains 89350 members 
Mstep: Class 17 contains 1303 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 2931 members 
Mstep: Class 21 contains 18850 members 
Mstep: Class 22 contains 2800 members 
Mstep: Class 23 contains 5973 members 
Mstep: Class 24 contains 21603 members 
Mstep: Class 25 contains 100264 members 
Mstep: Class 26 contains 19675 members 
Mstep: Class 27 contains 164336 members 
Mstep: Class 28 contains 132143 members 
Mstep: Class 29 contains 60779 members 
Mstep: Class 30 contains 7044 members 
Mstep: Class 31 contains 149886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87349120.000000 Penalty: 20260.136719
Iteration 113Q: 32 clusters Score -8.734912e+07 nChanged 14735
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 78740 members 
Mstep: Class 3 contains 111262 members 
Mstep: Class 4 contains 125094 members 
Mstep: Class 5 contains 7802 members 
Mstep: Class 6 contains 9710 members 
Mstep: Class 7 contains 121191 members 
Mstep: Class 8 contains 9328 members 
Mstep: Class 9 contains 86595 members 
Mstep: Class 10 contains 30099 members 
Mstep: Class 11 contains 2631 members 
Mstep: Class 12 contains 116737 members 
Mstep: Class 13 contains 2469 members 
Mstep: Class 14 contains 24645 members 
Mstep: Class 15 contains 145472 members 
Mstep: Class 16 contains 89504 members 
Mstep: Class 17 contains 1325 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 7406 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 18920 members 
Mstep: Class 22 contains 2832 members 
Mstep: Class 23 contains 6067 members 
Mstep: Class 24 contains 21544 members 
Mstep: Class 25 contains 100147 members 
Mstep: Class 26 contains 19831 members 
Mstep: Class 27 contains 164291 members 
Mstep: Class 28 contains 132505 members 
Mstep: Class 29 contains 61100 members 
Mstep: Class 30 contains 7144 members 
Mstep: Class 31 contains 149169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87348416.000000 Penalty: 20260.136719
Iteration 114Q: 32 clusters Score -8.734842e+07 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 78579 members 
Mstep: Class 3 contains 109837 members 
Mstep: Class 4 contains 124087 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 9771 members 
Mstep: Class 7 contains 121214 members 
Mstep: Class 8 contains 9319 members 
Mstep: Class 9 contains 86575 members 
Mstep: Class 10 contains 30245 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 115560 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 24532 members 
Mstep: Class 15 contains 148336 members 
Mstep: Class 16 contains 89686 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 7469 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 18971 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 6142 members 
Mstep: Class 24 contains 21558 members 
Mstep: Class 25 contains 100084 members 
Mstep: Class 26 contains 19975 members 
Mstep: Class 27 contains 164294 members 
Mstep: Class 28 contains 132812 members 
Mstep: Class 29 contains 61380 members 
Mstep: Class 30 contains 7233 members 
Mstep: Class 31 contains 148447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87347680.000000 Penalty: 20260.136719
Iteration 115Q: 32 clusters Score -8.734768e+07 nChanged 15280
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 78405 members 
Mstep: Class 3 contains 108570 members 
Mstep: Class 4 contains 123068 members 
Mstep: Class 5 contains 8084 members 
Mstep: Class 6 contains 9830 members 
Mstep: Class 7 contains 121257 members 
Mstep: Class 8 contains 9303 members 
Mstep: Class 9 contains 86530 members 
Mstep: Class 10 contains 30388 members 
Mstep: Class 11 contains 2624 members 
Mstep: Class 12 contains 114153 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 24415 members 
Mstep: Class 15 contains 151387 members 
Mstep: Class 16 contains 89851 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 7506 members 
Mstep: Class 20 contains 2990 members 
Mstep: Class 21 contains 18991 members 
Mstep: Class 22 contains 2891 members 
Mstep: Class 23 contains 6238 members 
Mstep: Class 24 contains 21576 members 
Mstep: Class 25 contains 99984 members 
Mstep: Class 26 contains 20126 members 
Mstep: Class 27 contains 164374 members 
Mstep: Class 28 contains 133143 members 
Mstep: Class 29 contains 61686 members 
Mstep: Class 30 contains 7331 members 
Mstep: Class 31 contains 147559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87347072.000000 Penalty: 20260.136719
Iteration 116Q: 32 clusters Score -8.734707e+07 nChanged 15277
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 78195 members 
Mstep: Class 3 contains 107528 members 
Mstep: Class 4 contains 122113 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 9896 members 
Mstep: Class 7 contains 121347 members 
Mstep: Class 8 contains 9291 members 
Mstep: Class 9 contains 86537 members 
Mstep: Class 10 contains 30526 members 
Mstep: Class 11 contains 2616 members 
Mstep: Class 12 contains 112744 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 14 contains 24326 members 
Mstep: Class 15 contains 153785 members 
Mstep: Class 16 contains 90044 members 
Mstep: Class 17 contains 1367 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 7653 members 
Mstep: Class 20 contains 3010 members 
Mstep: Class 21 contains 19028 members 
Mstep: Class 22 contains 2926 members 
Mstep: Class 23 contains 6307 members 
Mstep: Class 24 contains 21731 members 
Mstep: Class 25 contains 99859 members 
Mstep: Class 26 contains 20297 members 
Mstep: Class 27 contains 164336 members 
Mstep: Class 28 contains 133632 members 
Mstep: Class 29 contains 62028 members 
Mstep: Class 30 contains 7425 members 
Mstep: Class 31 contains 146582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87346352.000000 Penalty: 20260.136719
Iteration 117Q: 32 clusters Score -8.734635e+07 nChanged 15211
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 77999 members 
Mstep: Class 3 contains 106635 members 
Mstep: Class 4 contains 121211 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 9954 members 
Mstep: Class 7 contains 121457 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 86563 members 
Mstep: Class 10 contains 30729 members 
Mstep: Class 11 contains 2610 members 
Mstep: Class 12 contains 111141 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 24229 members 
Mstep: Class 15 contains 155865 members 
Mstep: Class 16 contains 90213 members 
Mstep: Class 17 contains 1351 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 3029 members 
Mstep: Class 21 contains 19075 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 6373 members 
Mstep: Class 24 contains 21996 members 
Mstep: Class 25 contains 99762 members 
Mstep: Class 26 contains 20446 members 
Mstep: Class 27 contains 164342 members 
Mstep: Class 28 contains 134169 members 
Mstep: Class 29 contains 62353 members 
Mstep: Class 30 contains 7493 members 
Mstep: Class 31 contains 145535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87345376.000000 Penalty: 20260.136719
Iteration 118Q: 32 clusters Score -8.734538e+07 nChanged 14790
Entering ConstructFrom: 
Score: -87345376.000000 Penalty: 20260.136719
Entering ConstructFrom: 
Trying to split cluster 1 (74020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Entering Unmasked Estep 
Score: -3999249.000000 Penalty: 510.150116
	Iteration 0F: 2 clusters Score -3999249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -3949448.250000 Penalty: 1020.300232
	Iteration 0F: 3 clusters Score -3949448 nChanged 36099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -3970367.000000 Penalty: 1020.300232
	Iteration 1F: 3 clusters Score -3970367 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -3970892.250000 Penalty: 1020.300232
	Iteration 2Q: 3 clusters Score -3970892 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -3971761.000000 Penalty: 1020.300232
	Iteration 3Q: 3 clusters Score -3971761 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -3973415.000000 Penalty: 1020.300232
	Iteration 4Q: 3 clusters Score -3973415 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -3976750.750000 Penalty: 1020.300232
	Iteration 5F: 3 clusters Score -3976751 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -3982717.250000 Penalty: 1020.300232
	Iteration 6F: 3 clusters Score -3982717 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -3990082.250000 Penalty: 1020.300232
	Iteration 7F: 3 clusters Score -3990082 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -3994986.500000 Penalty: 1020.300232
	Iteration 8F: 3 clusters Score -3994986 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -3997182.750000 Penalty: 1020.300232
	Iteration 9Q: 3 clusters Score -3997183 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -3998441.000000 Penalty: 1020.300232
	Iteration 10Q: 3 clusters Score -3998441 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -3999190.250000 Penalty: 1020.300232
	Iteration 11Q: 3 clusters Score -3999190 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -3999572.500000 Penalty: 1020.300232
	Iteration 12Q: 3 clusters Score -3999572 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -3999769.750000 Penalty: 1020.300232
	Iteration 13Q: 3 clusters Score -3999770 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -3999867.000000 Penalty: 1020.300232
	Iteration 14Q: 3 clusters Score -3999867 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -3999901.250000 Penalty: 1020.300232
	Iteration 15Q: 3 clusters Score -3999901 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -3999910.750000 Penalty: 1020.300232
	Iteration 16Q: 3 clusters Score -3999911 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -3999927.000000 Penalty: 1020.300232
	Iteration 17Q: 3 clusters Score -3999927 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -3999917.750000 Penalty: 1020.300232
	Iteration 18Q: 3 clusters Score -3999918 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -3999925.000000 Penalty: 1020.300232
	Iteration 19Q: 3 clusters Score -3999925 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -3999924.250000 Penalty: 1020.300232
	Iteration 20F: 3 clusters Score -3999924 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -3999934.750000 Penalty: 1020.300232
	Iteration 21Q: 3 clusters Score -3999935 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -3999943.000000 Penalty: 1020.300232
	Iteration 22Q: 3 clusters Score -3999943 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -3999952.000000 Penalty: 1020.300232
	Iteration 23Q: 3 clusters Score -3999952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -3999953.250000 Penalty: 1020.300232
	Iteration 24Q: 3 clusters Score -3999953 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -3999962.000000 Penalty: 1020.300232
	Iteration 25Q: 3 clusters Score -3999962 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 47810 members 
Entering Unmasked Estep 
Score: -3999969.750000 Penalty: 1020.300232
	Iteration 26Q: 3 clusters Score -3999970 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -3999976.250000 Penalty: 1020.300232
	Iteration 27Q: 3 clusters Score -3999976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -3999981.750000 Penalty: 1020.300232
	Iteration 28Q: 3 clusters Score -3999982 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -3999970.000000 Penalty: 1020.300232
	Iteration 29Q: 3 clusters Score -3999970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -3999969.500000 Penalty: 1020.300232
	Iteration 30Q: 3 clusters Score -3999970 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -3999964.250000 Penalty: 1020.300232
	Iteration 31Q: 3 clusters Score -3999964 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -3999963.000000 Penalty: 1020.300232
	Iteration 32Q: 3 clusters Score -3999963 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -3999970.500000 Penalty: 1020.300232
	Iteration 33Q: 3 clusters Score -3999970 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -3999965.750000 Penalty: 1020.300232
	Iteration 34Q: 3 clusters Score -3999966 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -3999974.500000 Penalty: 1020.300232
	Iteration 35Q: 3 clusters Score -3999974 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -3999983.000000 Penalty: 1020.300232
	Iteration 36Q: 3 clusters Score -3999983 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -3999990.750000 Penalty: 1020.300232
	Iteration 37Q: 3 clusters Score -3999991 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -3999987.500000 Penalty: 1020.300232
	Iteration 38Q: 3 clusters Score -3999988 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -3999996.500000 Penalty: 1020.300232
	Iteration 39Q: 3 clusters Score -3999996 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -3999997.750000 Penalty: 1020.300232
	Iteration 40F: 3 clusters Score -3999998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -3999993.500000 Penalty: 1020.300232
	Iteration 41Q: 3 clusters Score -3999994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -4000012.000000 Penalty: 1020.300232
	Iteration 42Q: 3 clusters Score -4000012 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -4000015.500000 Penalty: 1020.300232
	Iteration 43Q: 3 clusters Score -4000016 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -4000010.000000 Penalty: 1020.300232
	Iteration 44Q: 3 clusters Score -4000010 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -4000017.000000 Penalty: 1020.300232
	Iteration 45Q: 3 clusters Score -4000017 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -4000019.000000 Penalty: 1020.300232
	Iteration 46Q: 3 clusters Score -4000019 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -4000021.000000 Penalty: 1020.300232
	Iteration 47Q: 3 clusters Score -4000021 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -4000023.000000 Penalty: 1020.300232
	Iteration 48Q: 3 clusters Score -4000023 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -4000027.500000 Penalty: 1020.300232
	Iteration 49Q: 3 clusters Score -4000028 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -4000028.750000 Penalty: 1020.300232
	Iteration 50Q: 3 clusters Score -4000029 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -4000039.500000 Penalty: 1020.300232
	Iteration 51Q: 3 clusters Score -4000040 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -4000047.000000 Penalty: 1020.300232
	Iteration 52Q: 3 clusters Score -4000047 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -4000046.500000 Penalty: 1020.300232
	Iteration 53Q: 3 clusters Score -4000046 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -4000044.250000 Penalty: 1020.300232
	Iteration 54Q: 3 clusters Score -4000044 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 51088 members 
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Mstep: Class 2 contains 51235 members 
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Entering Unmasked Estep 
Score: -4000140.250000 Penalty: 1020.300232
	Iteration 148Q: 3 clusters Score -4000140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -4000142.250000 Penalty: 1020.300232
	Iteration 149Q: 3 clusters Score -4000142 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 57291 members 
Entering Unmasked Estep 
Score: -4000143.500000 Penalty: 1020.300232
	Iteration 150Q: 3 clusters Score -4000144 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -4000135.750000 Penalty: 1020.300232
	Iteration 151Q: 3 clusters Score -4000136 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -4000135.750000 Penalty: 1020.300232
	Iteration 152Q: 3 clusters Score -4000136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -4000125.250000 Penalty: 1020.300232
	Iteration 153Q: 3 clusters Score -4000125 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -4000134.500000 Penalty: 1020.300232
	Iteration 154Q: 3 clusters Score -4000134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -4000140.250000 Penalty: 1020.300232
	Iteration 155Q: 3 clusters Score -4000140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -4000142.250000 Penalty: 1020.300232
	Iteration 156Q: 3 clusters Score -4000142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -4000148.500000 Penalty: 1020.300232
	Iteration 157Q: 3 clusters Score -4000148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 57946 members 
Entering Unmasked Estep 
Score: -4000138.250000 Penalty: 1020.300232
	Iteration 158Q: 3 clusters Score -4000138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -4000128.750000 Penalty: 1020.300232
	Iteration 159Q: 3 clusters Score -4000129 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -4000129.500000 Penalty: 1020.300232
	Iteration 160F: 3 clusters Score -4000130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -4000124.250000 Penalty: 1020.300232
	Iteration 161Q: 3 clusters Score -4000124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -4000111.250000 Penalty: 1020.300232
	Iteration 162Q: 3 clusters Score -4000111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -4000119.000000 Penalty: 1020.300232
	Iteration 163Q: 3 clusters Score -4000119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -4000126.750000 Penalty: 1020.300232
	Iteration 164Q: 3 clusters Score -4000127 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -4000135.750000 Penalty: 1020.300232
	Iteration 165Q: 3 clusters Score -4000136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -4000130.250000 Penalty: 1020.300232
	Iteration 166Q: 3 clusters Score -4000130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -4000144.000000 Penalty: 1020.300232
	Iteration 167Q: 3 clusters Score -4000144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -4000132.750000 Penalty: 1020.300232
	Iteration 168Q: 3 clusters Score -4000133 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -4000136.250000 Penalty: 1020.300232
	Iteration 169Q: 3 clusters Score -4000136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -4000129.500000 Penalty: 1020.300232
	Iteration 170Q: 3 clusters Score -4000130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -4000135.000000 Penalty: 1020.300232
	Iteration 171Q: 3 clusters Score -4000135 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -4000138.000000 Penalty: 1020.300232
	Iteration 172Q: 3 clusters Score -4000138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -4000149.000000 Penalty: 1020.300232
	Iteration 173Q: 3 clusters Score -4000149 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -4000148.000000 Penalty: 1020.300232
	Iteration 174Q: 3 clusters Score -4000148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -4000152.250000 Penalty: 1020.300232
	Iteration 175Q: 3 clusters Score -4000152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -4000150.000000 Penalty: 1020.300232
	Iteration 176Q: 3 clusters Score -4000150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -4000152.250000 Penalty: 1020.300232
	Iteration 177Q: 3 clusters Score -4000152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -4000154.000000 Penalty: 1020.300232
	Iteration 178Q: 3 clusters Score -4000154 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -4000153.500000 Penalty: 1020.300232
	Iteration 179Q: 3 clusters Score -4000154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -4000153.250000 Penalty: 1020.300232
	Iteration 180F: 3 clusters Score -4000153 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -4000148.500000 Penalty: 1020.300232
	Iteration 181Q: 3 clusters Score -4000148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -4000142.750000 Penalty: 1020.300232
	Iteration 182Q: 3 clusters Score -4000143 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -4000144.250000 Penalty: 1020.300232
	Iteration 183Q: 3 clusters Score -4000144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -4000138.500000 Penalty: 1020.300232
	Iteration 184Q: 3 clusters Score -4000138 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -4000138.500000 Penalty: 1020.300232
	Iteration 185Q: 3 clusters Score -4000138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -4000144.250000 Penalty: 1020.300232
	Iteration 186Q: 3 clusters Score -4000144 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -4000151.500000 Penalty: 1020.300232
	Iteration 187Q: 3 clusters Score -4000152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -4000155.500000 Penalty: 1020.300232
	Iteration 188Q: 3 clusters Score -4000156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -4000154.750000 Penalty: 1020.300232
	Iteration 189Q: 3 clusters Score -4000155 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -4000152.000000 Penalty: 1020.300232
	Iteration 190Q: 3 clusters Score -4000152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -4000148.500000 Penalty: 1020.300232
	Iteration 191Q: 3 clusters Score -4000148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -4000153.250000 Penalty: 1020.300232
	Iteration 192Q: 3 clusters Score -4000153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -4000144.750000 Penalty: 1020.300232
	Iteration 193Q: 3 clusters Score -4000145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -4000146.500000 Penalty: 1020.300232
	Iteration 194Q: 3 clusters Score -4000146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -4000155.500000 Penalty: 1020.300232
	Iteration 195Q: 3 clusters Score -4000156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -4000157.000000 Penalty: 1020.300232
	Iteration 196Q: 3 clusters Score -4000157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -4000150.500000 Penalty: 1020.300232
	Iteration 197Q: 3 clusters Score -4000150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -4000145.500000 Penalty: 1020.300232
	Iteration 198Q: 3 clusters Score -4000146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -4000142.000000 Penalty: 1020.300232
	Iteration 199Q: 3 clusters Score -4000142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -4000143.750000 Penalty: 1020.300232
	Iteration 200F: 3 clusters Score -4000144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -4000140.000000 Penalty: 1020.300232
	Iteration 201Q: 3 clusters Score -4000140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -4000139.250000 Penalty: 1020.300232
	Iteration 202Q: 3 clusters Score -4000139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -4000139.000000 Penalty: 1020.300232
	Iteration 203Q: 3 clusters Score -4000139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -4000137.000000 Penalty: 1020.300232
	Iteration 204Q: 3 clusters Score -4000137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -4000137.750000 Penalty: 1020.300232
	Iteration 205Q: 3 clusters Score -4000138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -4000135.250000 Penalty: 1020.300232
	Iteration 206Q: 3 clusters Score -4000135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -4000133.250000 Penalty: 1020.300232
	Iteration 207Q: 3 clusters Score -4000133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
Score: -4000130.750000 Penalty: 1020.300232
	Iteration 208Q: 3 clusters Score -4000131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -4000132.250000 Penalty: 1020.300232
	Iteration 209Q: 3 clusters Score -4000132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -4000133.000000 Penalty: 1020.300232
	Iteration 210Q: 3 clusters Score -4000133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -4000135.500000 Penalty: 1020.300232
	Iteration 211Q: 3 clusters Score -4000136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -4000138.250000 Penalty: 1020.300232
	Iteration 212Q: 3 clusters Score -4000138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -4000134.000000 Penalty: 1020.300232
	Iteration 213Q: 3 clusters Score -4000134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -4000132.000000 Penalty: 1020.300232
	Iteration 214Q: 3 clusters Score -4000132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -4000134.000000 Penalty: 1020.300232
	Iteration 215Q: 3 clusters Score -4000134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -4000134.250000 Penalty: 1020.300232
	Iteration 216Q: 3 clusters Score -4000134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -4000133.000000 Penalty: 1020.300232
	Iteration 217Q: 3 clusters Score -4000133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -4000133.000000 Penalty: 1020.300232
	Iteration 218F: 3 clusters Score -4000133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 121578 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 24139 members 
Mstep: Class 15 contains 157492 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 99637 members 
Mstep: Class 26 contains 20576 members 
Mstep: Class 27 contains 164282 members 
Mstep: Class 28 contains 134717 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 144467 members 
Mstep: Class 32 contains 60679 members 
Entering Unmasked Estep 
Score: -87344312.000000 Penalty: 20913.689453
Splitting cluster 1 changes total score from -87345376.000000 to -87344312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (77832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Entering Unmasked Estep 
Score: -4331293.500000 Penalty: 512.434998
	Iteration 0F: 2 clusters Score -4331294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -4279050.000000 Penalty: 1024.869995
	Iteration 0F: 3 clusters Score -4279050 nChanged 37939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -4302046.000000 Penalty: 1024.869995
	Iteration 1F: 3 clusters Score -4302046 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -4303522.500000 Penalty: 1024.869995
	Iteration 2Q: 3 clusters Score -4303522 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -4305743.500000 Penalty: 1024.869995
	Iteration 3F: 3 clusters Score -4305744 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -4309187.000000 Penalty: 1024.869995
	Iteration 4F: 3 clusters Score -4309187 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -4313971.000000 Penalty: 1024.869995
	Iteration 5F: 3 clusters Score -4313971 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -4318430.500000 Penalty: 1024.869995
	Iteration 6F: 3 clusters Score -4318430 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -4320724.000000 Penalty: 1024.869995
	Iteration 7F: 3 clusters Score -4320724 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -4322019.000000 Penalty: 1024.869995
	Iteration 8Q: 3 clusters Score -4322019 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -4323028.000000 Penalty: 1024.869995
	Iteration 9Q: 3 clusters Score -4323028 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -4324029.500000 Penalty: 1024.869995
	Iteration 10Q: 3 clusters Score -4324030 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -4325048.000000 Penalty: 1024.869995
	Iteration 11Q: 3 clusters Score -4325048 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -4325989.000000 Penalty: 1024.869995
	Iteration 12Q: 3 clusters Score -4325989 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -4326684.500000 Penalty: 1024.869995
	Iteration 13Q: 3 clusters Score -4326684 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -4327119.000000 Penalty: 1024.869995
	Iteration 14Q: 3 clusters Score -4327119 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -4327417.500000 Penalty: 1024.869995
	Iteration 15Q: 3 clusters Score -4327418 nChanged 710
Entering Unmasked Mstep 
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	Iteration 16Q: 3 clusters Score -4327541 nChanged 564
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	Iteration 17Q: 3 clusters Score -4327624 nChanged 435
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4327696 nChanged 337
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	Iteration 19Q: 3 clusters Score -4327732 nChanged 237
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	Iteration 20F: 3 clusters Score -4327752 nChanged 175
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	Iteration 21Q: 3 clusters Score -4327766 nChanged 144
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	Iteration 22Q: 3 clusters Score -4327776 nChanged 127
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	Iteration 23Q: 3 clusters Score -4327779 nChanged 91
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	Iteration 24Q: 3 clusters Score -4327780 nChanged 88
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4327778 nChanged 52
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4327784 nChanged 37
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	Iteration 27Q: 3 clusters Score -4327788 nChanged 35
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	Iteration 28Q: 3 clusters Score -4327788 nChanged 33
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	Iteration 29Q: 3 clusters Score -4327784 nChanged 27
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	Iteration 30Q: 3 clusters Score -4327789 nChanged 26
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Mstep: Class 1 contains 31003 members 
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	Iteration 31Q: 3 clusters Score -4327792 nChanged 16
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	Iteration 32Q: 3 clusters Score -4327790 nChanged 23
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	Iteration 33Q: 3 clusters Score -4327791 nChanged 20
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	Iteration 34Q: 3 clusters Score -4327794 nChanged 25
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	Iteration 35Q: 3 clusters Score -4327792 nChanged 29
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Mstep: Class 1 contains 30892 members 
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	Iteration 36Q: 3 clusters Score -4327790 nChanged 36
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Mstep: Class 1 contains 30856 members 
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	Iteration 37Q: 3 clusters Score -4327790 nChanged 45
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	Iteration 38Q: 3 clusters Score -4327784 nChanged 34
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Mstep: Class 1 contains 30777 members 
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	Iteration 39Q: 3 clusters Score -4327788 nChanged 37
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	Iteration 40F: 3 clusters Score -4327791 nChanged 40
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	Iteration 41Q: 3 clusters Score -4327798 nChanged 51
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	Iteration 42Q: 3 clusters Score -4327792 nChanged 54
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	Iteration 43Q: 3 clusters Score -4327786 nChanged 43
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	Iteration 44Q: 3 clusters Score -4327784 nChanged 39
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	Iteration 45Q: 3 clusters Score -4327796 nChanged 34
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	Iteration 46Q: 3 clusters Score -4327800 nChanged 40
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	Iteration 47Q: 3 clusters Score -4327800 nChanged 47
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	Iteration 48Q: 3 clusters Score -4327796 nChanged 48
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	Iteration 49Q: 3 clusters Score -4327804 nChanged 51
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	Iteration 50Q: 3 clusters Score -4327801 nChanged 54
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	Iteration 51Q: 3 clusters Score -4327806 nChanged 73
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	Iteration 52Q: 3 clusters Score -4327798 nChanged 90
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	Iteration 53Q: 3 clusters Score -4327798 nChanged 91
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	Iteration 54Q: 3 clusters Score -4327798 nChanged 89
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	Iteration 55Q: 3 clusters Score -4327805 nChanged 97
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	Iteration 56Q: 3 clusters Score -4327820 nChanged 107
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	Iteration 57Q: 3 clusters Score -4327828 nChanged 99
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	Iteration 58Q: 3 clusters Score -4327842 nChanged 95
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	Iteration 59Q: 3 clusters Score -4327840 nChanged 98
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	Iteration 60F: 3 clusters Score -4327836 nChanged 100
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	Iteration 61Q: 3 clusters Score -4327854 nChanged 111
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	Iteration 62Q: 3 clusters Score -4327858 nChanged 118
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	Iteration 63Q: 3 clusters Score -4327856 nChanged 114
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	Iteration 64Q: 3 clusters Score -4327865 nChanged 126
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	Iteration 65Q: 3 clusters Score -4327865 nChanged 137
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	Iteration 66Q: 3 clusters Score -4327869 nChanged 136
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	Iteration 67Q: 3 clusters Score -4327854 nChanged 156
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	Iteration 68Q: 3 clusters Score -4327882 nChanged 155
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	Iteration 69Q: 3 clusters Score -4327890 nChanged 154
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	Iteration 70Q: 3 clusters Score -4327894 nChanged 169
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	Iteration 71Q: 3 clusters Score -4327902 nChanged 181
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	Iteration 72Q: 3 clusters Score -4327900 nChanged 205
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	Iteration 73Q: 3 clusters Score -4327917 nChanged 198
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	Iteration 74Q: 3 clusters Score -4327938 nChanged 204
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	Iteration 75Q: 3 clusters Score -4327966 nChanged 202
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	Iteration 78Q: 3 clusters Score -4328000 nChanged 250
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	Iteration 79Q: 3 clusters Score -4328011 nChanged 269
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	Iteration 80F: 3 clusters Score -4328034 nChanged 297
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	Iteration 81Q: 3 clusters Score -4328082 nChanged 285
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	Iteration 82Q: 3 clusters Score -4328101 nChanged 273
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	Iteration 83Q: 3 clusters Score -4328148 nChanged 270
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	Iteration 84Q: 3 clusters Score -4328166 nChanged 284
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	Iteration 85Q: 3 clusters Score -4328180 nChanged 294
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	Iteration 86Q: 3 clusters Score -4328209 nChanged 249
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	Iteration 90Q: 3 clusters Score -4328246 nChanged 195
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	Iteration 92Q: 3 clusters Score -4328292 nChanged 196
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	Iteration 94Q: 3 clusters Score -4328324 nChanged 179
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	Iteration 95Q: 3 clusters Score -4328345 nChanged 183
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	Iteration 96Q: 3 clusters Score -4328344 nChanged 174
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	Iteration 97Q: 3 clusters Score -4328356 nChanged 174
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	Iteration 100F: 3 clusters Score -4328360 nChanged 169
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	Iteration 102Q: 3 clusters Score -4328390 nChanged 168
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	Iteration 104Q: 3 clusters Score -4328419 nChanged 171
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	Iteration 105Q: 3 clusters Score -4328427 nChanged 196
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	Iteration 106Q: 3 clusters Score -4328452 nChanged 197
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	Iteration 107Q: 3 clusters Score -4328452 nChanged 187
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	Iteration 108Q: 3 clusters Score -4328476 nChanged 205
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	Iteration 109Q: 3 clusters Score -4328486 nChanged 210
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	Iteration 114Q: 3 clusters Score -4328528 nChanged 183
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Mstep: Class 1 contains 18857 members 
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	Iteration 115Q: 3 clusters Score -4328535 nChanged 194
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	Iteration 116Q: 3 clusters Score -4328551 nChanged 204
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Mstep: Class 2 contains 59549 members 
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	Iteration 118Q: 3 clusters Score -4328569 nChanged 195
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Mstep: Class 1 contains 18088 members 
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Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 59941 members 
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	Iteration 120F: 3 clusters Score -4328622 nChanged 188
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	Iteration 121Q: 3 clusters Score -4328632 nChanged 173
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	Iteration 122Q: 3 clusters Score -4328648 nChanged 181
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Mstep: Class 2 contains 60483 members 
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	Iteration 123Q: 3 clusters Score -4328660 nChanged 179
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Mstep: Class 2 contains 60662 members 
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	Iteration 124Q: 3 clusters Score -4328668 nChanged 165
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	Iteration 125Q: 3 clusters Score -4328691 nChanged 190
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Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 61017 members 
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	Iteration 126Q: 3 clusters Score -4328708 nChanged 164
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Mstep: Class 1 contains 16651 members 
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	Iteration 127Q: 3 clusters Score -4328712 nChanged 156
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	Iteration 128Q: 3 clusters Score -4328713 nChanged 138
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	Iteration 129Q: 3 clusters Score -4328722 nChanged 145
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	Iteration 130Q: 3 clusters Score -4328746 nChanged 161
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Mstep: Class 1 contains 16051 members 
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	Iteration 131Q: 3 clusters Score -4328753 nChanged 163
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Mstep: Class 1 contains 15888 members 
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	Iteration 132Q: 3 clusters Score -4328761 nChanged 143
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	Iteration 133Q: 3 clusters Score -4328749 nChanged 116
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	Iteration 134Q: 3 clusters Score -4328740 nChanged 105
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	Iteration 135Q: 3 clusters Score -4328744 nChanged 109
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	Iteration 136Q: 3 clusters Score -4328756 nChanged 122
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	Iteration 137Q: 3 clusters Score -4328756 nChanged 136
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	Iteration 138Q: 3 clusters Score -4328766 nChanged 122
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	Iteration 139Q: 3 clusters Score -4328782 nChanged 130
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	Iteration 140F: 3 clusters Score -4328784 nChanged 124
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	Iteration 141Q: 3 clusters Score -4328780 nChanged 124
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	Iteration 142Q: 3 clusters Score -4328806 nChanged 118
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	Iteration 143Q: 3 clusters Score -4328820 nChanged 126
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	Iteration 144Q: 3 clusters Score -4328834 nChanged 126
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	Iteration 145Q: 3 clusters Score -4328832 nChanged 124
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	Iteration 146Q: 3 clusters Score -4328848 nChanged 101
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	Iteration 147Q: 3 clusters Score -4328850 nChanged 110
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	Iteration 148Q: 3 clusters Score -4328870 nChanged 106
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Mstep: Class 1 contains 13846 members 
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	Iteration 149Q: 3 clusters Score -4328872 nChanged 102
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	Iteration 150Q: 3 clusters Score -4328873 nChanged 99
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	Iteration 151Q: 3 clusters Score -4328872 nChanged 83
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	Iteration 152Q: 3 clusters Score -4328876 nChanged 87
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	Iteration 153Q: 3 clusters Score -4328882 nChanged 89
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	Iteration 155Q: 3 clusters Score -4328908 nChanged 108
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	Iteration 156Q: 3 clusters Score -4328923 nChanged 117
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	Iteration 157Q: 3 clusters Score -4328938 nChanged 118
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	Iteration 158Q: 3 clusters Score -4328939 nChanged 110
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	Iteration 159Q: 3 clusters Score -4328936 nChanged 120
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	Iteration 160F: 3 clusters Score -4328951 nChanged 97
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	Iteration 161Q: 3 clusters Score -4328954 nChanged 108
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	Iteration 162Q: 3 clusters Score -4328967 nChanged 100
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	Iteration 163Q: 3 clusters Score -4328970 nChanged 82
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	Iteration 164Q: 3 clusters Score -4328984 nChanged 79
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	Iteration 165Q: 3 clusters Score -4328996 nChanged 92
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	Iteration 166Q: 3 clusters Score -4328988 nChanged 82
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	Iteration 167Q: 3 clusters Score -4329000 nChanged 87
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	Iteration 168Q: 3 clusters Score -4328998 nChanged 91
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	Iteration 169Q: 3 clusters Score -4328992 nChanged 94
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	Iteration 170Q: 3 clusters Score -4329000 nChanged 98
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	Iteration 171Q: 3 clusters Score -4329001 nChanged 98
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	Iteration 172Q: 3 clusters Score -4329016 nChanged 108
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	Iteration 173Q: 3 clusters Score -4329036 nChanged 119
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	Iteration 174Q: 3 clusters Score -4329050 nChanged 127
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Mstep: Class 1 contains 11247 members 
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	Iteration 175Q: 3 clusters Score -4329056 nChanged 145
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	Iteration 176Q: 3 clusters Score -4329061 nChanged 147
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	Iteration 177Q: 3 clusters Score -4329062 nChanged 132
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	Iteration 178Q: 3 clusters Score -4329070 nChanged 134
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	Iteration 179Q: 3 clusters Score -4329074 nChanged 121
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	Iteration 180F: 3 clusters Score -4329076 nChanged 108
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	Iteration 181Q: 3 clusters Score -4329082 nChanged 112
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	Iteration 182Q: 3 clusters Score -4329086 nChanged 142
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	Iteration 183Q: 3 clusters Score -4329088 nChanged 148
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	Iteration 184Q: 3 clusters Score -4329097 nChanged 152
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	Iteration 185Q: 3 clusters Score -4329108 nChanged 175
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	Iteration 186Q: 3 clusters Score -4329136 nChanged 183
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	Iteration 187Q: 3 clusters Score -4329155 nChanged 178
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	Iteration 188Q: 3 clusters Score -4329185 nChanged 181
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	Iteration 189Q: 3 clusters Score -4329196 nChanged 194
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	Iteration 190Q: 3 clusters Score -4329207 nChanged 176
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	Iteration 191Q: 3 clusters Score -4329234 nChanged 178
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	Iteration 192Q: 3 clusters Score -4329256 nChanged 170
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	Iteration 193Q: 3 clusters Score -4329267 nChanged 178
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	Iteration 194Q: 3 clusters Score -4329306 nChanged 178
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	Iteration 195Q: 3 clusters Score -4329328 nChanged 203
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	Iteration 196Q: 3 clusters Score -4329338 nChanged 205
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	Iteration 197Q: 3 clusters Score -4329363 nChanged 197
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	Iteration 198Q: 3 clusters Score -4329399 nChanged 212
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	Iteration 199Q: 3 clusters Score -4329426 nChanged 194
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	Iteration 200F: 3 clusters Score -4329450 nChanged 190
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	Iteration 201Q: 3 clusters Score -4329468 nChanged 175
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	Iteration 202Q: 3 clusters Score -4329485 nChanged 180
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	Iteration 203Q: 3 clusters Score -4329496 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -4329532.000000 Penalty: 1024.869995
	Iteration 204Q: 3 clusters Score -4329532 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 71629 members 
Entering Unmasked Estep 
Score: -4329552.500000 Penalty: 1024.869995
	Iteration 205Q: 3 clusters Score -4329552 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -4329583.000000 Penalty: 1024.869995
	Iteration 206Q: 3 clusters Score -4329583 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -4329613.000000 Penalty: 1024.869995
	Iteration 207Q: 3 clusters Score -4329613 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
Score: -4329643.000000 Penalty: 1024.869995
	Iteration 208Q: 3 clusters Score -4329643 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -4329661.000000 Penalty: 1024.869995
	Iteration 209Q: 3 clusters Score -4329661 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -4329690.000000 Penalty: 1024.869995
	Iteration 210Q: 3 clusters Score -4329690 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -4329728.500000 Penalty: 1024.869995
	Iteration 211Q: 3 clusters Score -4329728 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -4329751.000000 Penalty: 1024.869995
	Iteration 212Q: 3 clusters Score -4329751 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4329768 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -4329804.500000 Penalty: 1024.869995
	Iteration 214Q: 3 clusters Score -4329804 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 73614 members 
Entering Unmasked Estep 
Score: -4329828.500000 Penalty: 1024.869995
	Iteration 215Q: 3 clusters Score -4329828 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -4329876.500000 Penalty: 1024.869995
	Iteration 216Q: 3 clusters Score -4329876 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -4329943.500000 Penalty: 1024.869995
	Iteration 217Q: 3 clusters Score -4329944 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -4330008.000000 Penalty: 1024.869995
	Iteration 218Q: 3 clusters Score -4330008 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -4330085.500000 Penalty: 1024.869995
	Iteration 219Q: 3 clusters Score -4330086 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
Score: -4330147.000000 Penalty: 1024.869995
	Iteration 220F: 3 clusters Score -4330147 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -4330215.000000 Penalty: 1024.869995
	Iteration 221Q: 3 clusters Score -4330215 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -4330282.500000 Penalty: 1024.869995
	Iteration 222Q: 3 clusters Score -4330282 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 75572 members 
Entering Unmasked Estep 
Score: -4330349.500000 Penalty: 1024.869995
	Iteration 223Q: 3 clusters Score -4330350 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -4330415.500000 Penalty: 1024.869995
	Iteration 224Q: 3 clusters Score -4330416 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -4330491.000000 Penalty: 1024.869995
	Iteration 225Q: 3 clusters Score -4330491 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -4330534.500000 Penalty: 1024.869995
	Iteration 226Q: 3 clusters Score -4330534 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -4330584.000000 Penalty: 1024.869995
	Iteration 227Q: 3 clusters Score -4330584 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -4330637.500000 Penalty: 1024.869995
	Iteration 228Q: 3 clusters Score -4330638 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -4330693.500000 Penalty: 1024.869995
	Iteration 229Q: 3 clusters Score -4330694 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -4330734.000000 Penalty: 1024.869995
	Iteration 230Q: 3 clusters Score -4330734 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
Score: -4330767.000000 Penalty: 1024.869995
	Iteration 231Q: 3 clusters Score -4330767 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -4330812.500000 Penalty: 1024.869995
	Iteration 232Q: 3 clusters Score -4330812 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -4330840.000000 Penalty: 1024.869995
	Iteration 233Q: 3 clusters Score -4330840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 77028 members 
Entering Unmasked Estep 
Score: -4330872.500000 Penalty: 1024.869995
	Iteration 234Q: 3 clusters Score -4330872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 77076 members 
Entering Unmasked Estep 
Score: -4330889.000000 Penalty: 1024.869995
	Iteration 235Q: 3 clusters Score -4330889 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -4330898.000000 Penalty: 1024.869995
	Iteration 236Q: 3 clusters Score -4330898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 77143 members 
Entering Unmasked Estep 
Score: -4330915.500000 Penalty: 1024.869995
	Iteration 237Q: 3 clusters Score -4330916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -4330931.000000 Penalty: 1024.869995
	Iteration 238Q: 3 clusters Score -4330931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -4330941.000000 Penalty: 1024.869995
	Iteration 239Q: 3 clusters Score -4330941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -4330962.000000 Penalty: 1024.869995
	Iteration 240F: 3 clusters Score -4330962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 77219 members 
Entering Unmasked Estep 
Score: -4330966.500000 Penalty: 1024.869995
	Iteration 241Q: 3 clusters Score -4330966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -4330964.000000 Penalty: 1024.869995
	Iteration 242Q: 3 clusters Score -4330964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -4330973.500000 Penalty: 1024.869995
	Iteration 243Q: 3 clusters Score -4330974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 77246 members 
Entering Unmasked Estep 
Score: -4330972.500000 Penalty: 1024.869995
	Iteration 244Q: 3 clusters Score -4330972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -4330973.000000 Penalty: 1024.869995
	Iteration 245Q: 3 clusters Score -4330973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -4330978.500000 Penalty: 1024.869995
	Iteration 246Q: 3 clusters Score -4330978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 77280 members 
Entering Unmasked Estep 
Score: -4330980.500000 Penalty: 1024.869995
	Iteration 247Q: 3 clusters Score -4330980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -4330984.500000 Penalty: 1024.869995
	Iteration 248Q: 3 clusters Score -4330984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -4330984.500000 Penalty: 1024.869995
	Iteration 249Q: 3 clusters Score -4330984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 77295 members 
Entering Unmasked Estep 
Score: -4330985.500000 Penalty: 1024.869995
	Iteration 250Q: 3 clusters Score -4330986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -4330987.000000 Penalty: 1024.869995
	Iteration 251Q: 3 clusters Score -4330987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -4330990.000000 Penalty: 1024.869995
	Iteration 252Q: 3 clusters Score -4330990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 77317 members 
Entering Unmasked Estep 
Score: -4330991.500000 Penalty: 1024.869995
	Iteration 253Q: 3 clusters Score -4330992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -4330994.000000 Penalty: 1024.869995
	Iteration 254Q: 3 clusters Score -4330994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -4330996.000000 Penalty: 1024.869995
	Iteration 255Q: 3 clusters Score -4330996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -4330998.000000 Penalty: 1024.869995
	Iteration 256Q: 3 clusters Score -4330998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 77333 members 
Entering Unmasked Estep 
Score: -4331001.000000 Penalty: 1024.869995
	Iteration 257Q: 3 clusters Score -4331001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 77334 members 
Entering Unmasked Estep 
Score: -4331000.500000 Penalty: 1024.869995
	Iteration 258Q: 3 clusters Score -4331000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
Score: -4330998.500000 Penalty: 1024.869995
	Iteration 259Q: 3 clusters Score -4330998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -4331000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -4331000.500000 Penalty: 1024.869995
	Iteration 261Q: 3 clusters Score -4331000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -4331001.500000 Penalty: 1024.869995
	Iteration 262Q: 3 clusters Score -4331002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -4331006.000000 Penalty: 1024.869995
	Iteration 263Q: 3 clusters Score -4331006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -4331005.000000 Penalty: 1024.869995
	Iteration 264Q: 3 clusters Score -4331005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -4331002 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
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	Iteration 266F: 3 clusters Score -4331002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (105997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105997 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -5568331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -5497656.500000 Penalty: 1052.976074
	Iteration 0F: 3 clusters Score -5497656 nChanged 51986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5532120 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -5537260 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 61719 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5544793 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -5552420.000000 Penalty: 1052.976074
	Iteration 4F: 3 clusters Score -5552420 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -5556283.000000 Penalty: 1052.976074
	Iteration 5F: 3 clusters Score -5556283 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -5557594.000000 Penalty: 1052.976074
	Iteration 6Q: 3 clusters Score -5557594 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -5558183.500000 Penalty: 1052.976074
	Iteration 7Q: 3 clusters Score -5558184 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -5558742.000000 Penalty: 1052.976074
	Iteration 8Q: 3 clusters Score -5558742 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 70461 members 
Entering Unmasked Estep 
Score: -5559261.000000 Penalty: 1052.976074
	Iteration 9Q: 3 clusters Score -5559261 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -5559712.500000 Penalty: 1052.976074
	Iteration 10Q: 3 clusters Score -5559712 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -5560197.500000 Penalty: 1052.976074
	Iteration 11Q: 3 clusters Score -5560198 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -5560609.000000 Penalty: 1052.976074
	Iteration 12Q: 3 clusters Score -5560609 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -5561015.000000 Penalty: 1052.976074
	Iteration 13Q: 3 clusters Score -5561015 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -5561372.000000 Penalty: 1052.976074
	Iteration 14Q: 3 clusters Score -5561372 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -5561703.000000 Penalty: 1052.976074
	Iteration 15Q: 3 clusters Score -5561703 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 79784 members 
Entering Unmasked Estep 
Score: -5562049.500000 Penalty: 1052.976074
	Iteration 16Q: 3 clusters Score -5562050 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -5562414.500000 Penalty: 1052.976074
	Iteration 17Q: 3 clusters Score -5562414 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
Score: -5562719.500000 Penalty: 1052.976074
	Iteration 18Q: 3 clusters Score -5562720 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -5563056.000000 Penalty: 1052.976074
	Iteration 19Q: 3 clusters Score -5563056 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 85250 members 
Entering Unmasked Estep 
Score: -5563362.000000 Penalty: 1052.976074
	Iteration 20F: 3 clusters Score -5563362 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -5563685.000000 Penalty: 1052.976074
	Iteration 21Q: 3 clusters Score -5563685 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -5563964.000000 Penalty: 1052.976074
	Iteration 22Q: 3 clusters Score -5563964 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -5564241.500000 Penalty: 1052.976074
	Iteration 23Q: 3 clusters Score -5564242 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -5564463.500000 Penalty: 1052.976074
	Iteration 24Q: 3 clusters Score -5564464 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -5564743.500000 Penalty: 1052.976074
	Iteration 25Q: 3 clusters Score -5564744 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -5564950.000000 Penalty: 1052.976074
	Iteration 26Q: 3 clusters Score -5564950 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -5565160.000000 Penalty: 1052.976074
	Iteration 27Q: 3 clusters Score -5565160 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
Score: -5565350.000000 Penalty: 1052.976074
	Iteration 28Q: 3 clusters Score -5565350 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -5565604.000000 Penalty: 1052.976074
	Iteration 29Q: 3 clusters Score -5565604 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -5565817.000000 Penalty: 1052.976074
	Iteration 30Q: 3 clusters Score -5565817 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -5566035.500000 Penalty: 1052.976074
	Iteration 31Q: 3 clusters Score -5566036 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -5566248.000000 Penalty: 1052.976074
	Iteration 32Q: 3 clusters Score -5566248 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 99806 members 
Entering Unmasked Estep 
Score: -5566448.500000 Penalty: 1052.976074
	Iteration 33Q: 3 clusters Score -5566448 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -5566687.000000 Penalty: 1052.976074
	Iteration 34Q: 3 clusters Score -5566687 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 101387 members 
Entering Unmasked Estep 
Score: -5566886.000000 Penalty: 1052.976074
	Iteration 35Q: 3 clusters Score -5566886 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 102084 members 
Entering Unmasked Estep 
Score: -5567056.000000 Penalty: 1052.976074
	Iteration 36Q: 3 clusters Score -5567056 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 102714 members 
Entering Unmasked Estep 
Score: -5567207.000000 Penalty: 1052.976074
	Iteration 37Q: 3 clusters Score -5567207 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -5567375.500000 Penalty: 1052.976074
	Iteration 38Q: 3 clusters Score -5567376 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 103726 members 
Entering Unmasked Estep 
Score: -5567490.500000 Penalty: 1052.976074
	Iteration 39Q: 3 clusters Score -5567490 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 104100 members 
Entering Unmasked Estep 
Score: -5567615.000000 Penalty: 1052.976074
	Iteration 40F: 3 clusters Score -5567615 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 104402 members 
Entering Unmasked Estep 
Score: -5567691.500000 Penalty: 1052.976074
	Iteration 41Q: 3 clusters Score -5567692 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 104670 members 
Entering Unmasked Estep 
Score: -5567764.000000 Penalty: 1052.976074
	Iteration 42Q: 3 clusters Score -5567764 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 104889 members 
Entering Unmasked Estep 
Score: -5567795.000000 Penalty: 1052.976074
	Iteration 43Q: 3 clusters Score -5567795 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 105061 members 
Entering Unmasked Estep 
Score: -5567852.500000 Penalty: 1052.976074
	Iteration 44Q: 3 clusters Score -5567852 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 105194 members 
Entering Unmasked Estep 
Score: -5567880.000000 Penalty: 1052.976074
	Iteration 45Q: 3 clusters Score -5567880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -5567899.000000 Penalty: 1052.976074
	Iteration 46Q: 3 clusters Score -5567899 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -5567932.000000 Penalty: 1052.976074
	Iteration 47Q: 3 clusters Score -5567932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 105425 members 
Entering Unmasked Estep 
Score: -5567944.500000 Penalty: 1052.976074
	Iteration 48Q: 3 clusters Score -5567944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 105472 members 
Entering Unmasked Estep 
Score: -5567955.500000 Penalty: 1052.976074
	Iteration 49Q: 3 clusters Score -5567956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -5567968.500000 Penalty: 1052.976074
	Iteration 50Q: 3 clusters Score -5567968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -5567973.500000 Penalty: 1052.976074
	Iteration 51Q: 3 clusters Score -5567974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 105602 members 
Entering Unmasked Estep 
Score: -5567988.000000 Penalty: 1052.976074
	Iteration 52Q: 3 clusters Score -5567988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -5567990.000000 Penalty: 1052.976074
	Iteration 53Q: 3 clusters Score -5567990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 105659 members 
Entering Unmasked Estep 
Score: -5568001.500000 Penalty: 1052.976074
	Iteration 54Q: 3 clusters Score -5568002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -5568010.000000 Penalty: 1052.976074
	Iteration 55Q: 3 clusters Score -5568010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -5568012.500000 Penalty: 1052.976074
	Iteration 56Q: 3 clusters Score -5568012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -5568016.000000 Penalty: 1052.976074
	Iteration 57Q: 3 clusters Score -5568016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -5568020.000000 Penalty: 1052.976074
	Iteration 58Q: 3 clusters Score -5568020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -5568019.500000 Penalty: 1052.976074
	Iteration 59Q: 3 clusters Score -5568020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -5568026.000000 Penalty: 1052.976074
	Iteration 60F: 3 clusters Score -5568026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -5568019.500000 Penalty: 1052.976074
	Iteration 61Q: 3 clusters Score -5568020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -5568022.500000 Penalty: 1052.976074
	Iteration 62Q: 3 clusters Score -5568022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -5568022.500000 Penalty: 1052.976074
	Iteration 63Q: 3 clusters Score -5568022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 105710 members 
Entering Unmasked Estep 
Score: -5568020.000000 Penalty: 1052.976074
	Iteration 64Q: 3 clusters Score -5568020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 105710 members 
Entering Unmasked Estep 
Score: -5568020.000000 Penalty: 1052.976074
	Iteration 65F: 3 clusters Score -5568020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (120328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Entering Unmasked Estep 
Score: -6541924.000000 Penalty: 532.257935
	Iteration 0F: 2 clusters Score -6541924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -6464032.000000 Penalty: 1064.515869
	Iteration 0F: 3 clusters Score -6464032 nChanged 58827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -6498780.500000 Penalty: 1064.515869
	Iteration 1F: 3 clusters Score -6498780 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -6499891.500000 Penalty: 1064.515869
	Iteration 2Q: 3 clusters Score -6499892 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -6501505.500000 Penalty: 1064.515869
	Iteration 3Q: 3 clusters Score -6501506 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -6504036.500000 Penalty: 1064.515869
	Iteration 4Q: 3 clusters Score -6504036 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -6508323.000000 Penalty: 1064.515869
	Iteration 5F: 3 clusters Score -6508323 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 78096 members 
Entering Unmasked Estep 
Score: -6514495.000000 Penalty: 1064.515869
	Iteration 6F: 3 clusters Score -6514495 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -6521394.500000 Penalty: 1064.515869
	Iteration 7F: 3 clusters Score -6521394 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -6525409.500000 Penalty: 1064.515869
	Iteration 8F: 3 clusters Score -6525410 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -6526964.500000 Penalty: 1064.515869
	Iteration 9Q: 3 clusters Score -6526964 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -6527583.000000 Penalty: 1064.515869
	Iteration 10Q: 3 clusters Score -6527583 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 89373 members 
Entering Unmasked Estep 
Score: -6528053.500000 Penalty: 1064.515869
	Iteration 11Q: 3 clusters Score -6528054 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -6528564.500000 Penalty: 1064.515869
	Iteration 12Q: 3 clusters Score -6528564 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 92517 members 
Entering Unmasked Estep 
Score: -6529073.500000 Penalty: 1064.515869
	Iteration 13Q: 3 clusters Score -6529074 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 94044 members 
Entering Unmasked Estep 
Score: -6529557.500000 Penalty: 1064.515869
	Iteration 14Q: 3 clusters Score -6529558 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 95536 members 
Entering Unmasked Estep 
Score: -6530023.500000 Penalty: 1064.515869
	Iteration 15Q: 3 clusters Score -6530024 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -6530457.500000 Penalty: 1064.515869
	Iteration 16Q: 3 clusters Score -6530458 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -6530897.000000 Penalty: 1064.515869
	Iteration 17Q: 3 clusters Score -6530897 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 99669 members 
Entering Unmasked Estep 
Score: -6531345.500000 Penalty: 1064.515869
	Iteration 18Q: 3 clusters Score -6531346 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -6531783.000000 Penalty: 1064.515869
	Iteration 19Q: 3 clusters Score -6531783 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 102086 members 
Entering Unmasked Estep 
Score: -6532280.500000 Penalty: 1064.515869
	Iteration 20F: 3 clusters Score -6532280 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 103207 members 
Entering Unmasked Estep 
Score: -6532725.500000 Penalty: 1064.515869
	Iteration 21Q: 3 clusters Score -6532726 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 104307 members 
Entering Unmasked Estep 
Score: -6533184.000000 Penalty: 1064.515869
	Iteration 22Q: 3 clusters Score -6533184 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 105374 members 
Entering Unmasked Estep 
Score: -6533598.500000 Penalty: 1064.515869
	Iteration 23Q: 3 clusters Score -6533598 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -6534088.500000 Penalty: 1064.515869
	Iteration 24Q: 3 clusters Score -6534088 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -6534522.000000 Penalty: 1064.515869
	Iteration 25Q: 3 clusters Score -6534522 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 108274 members 
Entering Unmasked Estep 
Score: -6534986.500000 Penalty: 1064.515869
	Iteration 26Q: 3 clusters Score -6534986 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 109116 members 
Entering Unmasked Estep 
Score: -6535359.000000 Penalty: 1064.515869
	Iteration 27Q: 3 clusters Score -6535359 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 109893 members 
Entering Unmasked Estep 
Score: -6535721.500000 Penalty: 1064.515869
	Iteration 28Q: 3 clusters Score -6535722 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 110613 members 
Entering Unmasked Estep 
Score: -6536079.000000 Penalty: 1064.515869
	Iteration 29Q: 3 clusters Score -6536079 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -6536423.500000 Penalty: 1064.515869
	Iteration 30Q: 3 clusters Score -6536424 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 111969 members 
Entering Unmasked Estep 
Score: -6536714.000000 Penalty: 1064.515869
	Iteration 31Q: 3 clusters Score -6536714 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 112613 members 
Entering Unmasked Estep 
Score: -6537040.000000 Penalty: 1064.515869
	Iteration 32Q: 3 clusters Score -6537040 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 113224 members 
Entering Unmasked Estep 
Score: -6537356.500000 Penalty: 1064.515869
	Iteration 33Q: 3 clusters Score -6537356 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 113828 members 
Entering Unmasked Estep 
Score: -6537702.000000 Penalty: 1064.515869
	Iteration 34Q: 3 clusters Score -6537702 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -6538034.000000 Penalty: 1064.515869
	Iteration 35Q: 3 clusters Score -6538034 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 114935 members 
Entering Unmasked Estep 
Score: -6538355.000000 Penalty: 1064.515869
	Iteration 36Q: 3 clusters Score -6538355 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -6538657.000000 Penalty: 1064.515869
	Iteration 37Q: 3 clusters Score -6538657 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 115865 members 
Entering Unmasked Estep 
Score: -6538911.000000 Penalty: 1064.515869
	Iteration 38Q: 3 clusters Score -6538911 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 116225 members 
Entering Unmasked Estep 
Score: -6539122.500000 Penalty: 1064.515869
	Iteration 39Q: 3 clusters Score -6539122 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 116554 members 
Entering Unmasked Estep 
Score: -6539325.000000 Penalty: 1064.515869
	Iteration 40F: 3 clusters Score -6539325 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 116886 members 
Entering Unmasked Estep 
Score: -6539541.000000 Penalty: 1064.515869
	Iteration 41Q: 3 clusters Score -6539541 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 117139 members 
Entering Unmasked Estep 
Score: -6539686.000000 Penalty: 1064.515869
	Iteration 42Q: 3 clusters Score -6539686 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 117388 members 
Entering Unmasked Estep 
Score: -6539833.500000 Penalty: 1064.515869
	Iteration 43Q: 3 clusters Score -6539834 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 117595 members 
Entering Unmasked Estep 
Score: -6539976.000000 Penalty: 1064.515869
	Iteration 44Q: 3 clusters Score -6539976 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 117789 members 
Entering Unmasked Estep 
Score: -6540087.500000 Penalty: 1064.515869
	Iteration 45Q: 3 clusters Score -6540088 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 117957 members 
Entering Unmasked Estep 
Score: -6540185.000000 Penalty: 1064.515869
	Iteration 46Q: 3 clusters Score -6540185 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 118120 members 
Entering Unmasked Estep 
Score: -6540289.000000 Penalty: 1064.515869
	Iteration 47Q: 3 clusters Score -6540289 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 118277 members 
Entering Unmasked Estep 
Score: -6540370.500000 Penalty: 1064.515869
	Iteration 48Q: 3 clusters Score -6540370 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -6540463.000000 Penalty: 1064.515869
	Iteration 49Q: 3 clusters Score -6540463 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 118559 members 
Entering Unmasked Estep 
Score: -6540524.500000 Penalty: 1064.515869
	Iteration 50Q: 3 clusters Score -6540524 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -6540600.000000 Penalty: 1064.515869
	Iteration 51Q: 3 clusters Score -6540600 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 118766 members 
Entering Unmasked Estep 
Score: -6540659.500000 Penalty: 1064.515869
	Iteration 52Q: 3 clusters Score -6540660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 118854 members 
Entering Unmasked Estep 
Score: -6540704.500000 Penalty: 1064.515869
	Iteration 53Q: 3 clusters Score -6540704 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 118923 members 
Entering Unmasked Estep 
Score: -6540734.000000 Penalty: 1064.515869
	Iteration 54Q: 3 clusters Score -6540734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 118985 members 
Entering Unmasked Estep 
Score: -6540769.000000 Penalty: 1064.515869
	Iteration 55Q: 3 clusters Score -6540769 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -6540806.500000 Penalty: 1064.515869
	Iteration 56Q: 3 clusters Score -6540806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 119094 members 
Entering Unmasked Estep 
Score: -6540848.000000 Penalty: 1064.515869
	Iteration 57Q: 3 clusters Score -6540848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 119152 members 
Entering Unmasked Estep 
Score: -6540878.000000 Penalty: 1064.515869
	Iteration 58Q: 3 clusters Score -6540878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 119205 members 
Entering Unmasked Estep 
Score: -6540912.500000 Penalty: 1064.515869
	Iteration 59Q: 3 clusters Score -6540912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 119252 members 
Entering Unmasked Estep 
Score: -6540960.000000 Penalty: 1064.515869
	Iteration 60F: 3 clusters Score -6540960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 119303 members 
Entering Unmasked Estep 
Score: -6540995.000000 Penalty: 1064.515869
	Iteration 61Q: 3 clusters Score -6540995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 119349 members 
Entering Unmasked Estep 
Score: -6541021.500000 Penalty: 1064.515869
	Iteration 62Q: 3 clusters Score -6541022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 119394 members 
Entering Unmasked Estep 
Score: -6541047.000000 Penalty: 1064.515869
	Iteration 63Q: 3 clusters Score -6541047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 119432 members 
Entering Unmasked Estep 
Score: -6541071.000000 Penalty: 1064.515869
	Iteration 64Q: 3 clusters Score -6541071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 119466 members 
Entering Unmasked Estep 
Score: -6541088.000000 Penalty: 1064.515869
	Iteration 65Q: 3 clusters Score -6541088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 119494 members 
Entering Unmasked Estep 
Score: -6541100.500000 Penalty: 1064.515869
	Iteration 66Q: 3 clusters Score -6541100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 119521 members 
Entering Unmasked Estep 
Score: -6541121.000000 Penalty: 1064.515869
	Iteration 67Q: 3 clusters Score -6541121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 119550 members 
Entering Unmasked Estep 
Score: -6541145.500000 Penalty: 1064.515869
	Iteration 68Q: 3 clusters Score -6541146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 119576 members 
Entering Unmasked Estep 
Score: -6541159.000000 Penalty: 1064.515869
	Iteration 69Q: 3 clusters Score -6541159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 119596 members 
Entering Unmasked Estep 
Score: -6541181.500000 Penalty: 1064.515869
	Iteration 70Q: 3 clusters Score -6541182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -6541195.000000 Penalty: 1064.515869
	Iteration 71Q: 3 clusters Score -6541195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 119633 members 
Entering Unmasked Estep 
Score: -6541203.500000 Penalty: 1064.515869
	Iteration 72Q: 3 clusters Score -6541204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 119647 members 
Entering Unmasked Estep 
Score: -6541208.500000 Penalty: 1064.515869
	Iteration 73Q: 3 clusters Score -6541208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 119661 members 
Entering Unmasked Estep 
Score: -6541227.000000 Penalty: 1064.515869
	Iteration 74Q: 3 clusters Score -6541227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 119677 members 
Entering Unmasked Estep 
Score: -6541224.500000 Penalty: 1064.515869
	Iteration 75Q: 3 clusters Score -6541224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 119691 members 
Entering Unmasked Estep 
Score: -6541231.500000 Penalty: 1064.515869
	Iteration 76Q: 3 clusters Score -6541232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 119699 members 
Entering Unmasked Estep 
Score: -6541237.500000 Penalty: 1064.515869
	Iteration 77Q: 3 clusters Score -6541238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 119714 members 
Entering Unmasked Estep 
Score: -6541247.500000 Penalty: 1064.515869
	Iteration 78Q: 3 clusters Score -6541248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 119730 members 
Entering Unmasked Estep 
Score: -6541260.500000 Penalty: 1064.515869
	Iteration 79Q: 3 clusters Score -6541260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 119740 members 
Entering Unmasked Estep 
Score: -6541267.500000 Penalty: 1064.515869
	Iteration 80F: 3 clusters Score -6541268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 119746 members 
Entering Unmasked Estep 
Score: -6541275.500000 Penalty: 1064.515869
	Iteration 81Q: 3 clusters Score -6541276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 119752 members 
Entering Unmasked Estep 
Score: -6541283.000000 Penalty: 1064.515869
	Iteration 82Q: 3 clusters Score -6541283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -6541283.500000 Penalty: 1064.515869
	Iteration 83Q: 3 clusters Score -6541284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 119760 members 
Entering Unmasked Estep 
Score: -6541285.500000 Penalty: 1064.515869
	Iteration 84Q: 3 clusters Score -6541286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 119761 members 
Entering Unmasked Estep 
Score: -6541287.500000 Penalty: 1064.515869
	Iteration 85Q: 3 clusters Score -6541288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 119761 members 
Entering Unmasked Estep 
Score: -6541287.500000 Penalty: 1064.515869
	Iteration 86F: 3 clusters Score -6541288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Entering Unmasked Estep 
Score: -466235.031250 Penalty: 413.444946
	Iteration 0F: 2 clusters Score -466235 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 4376 members 
Entering Unmasked Estep 
Score: -460304.281250 Penalty: 826.889893
	Iteration 0F: 3 clusters Score -460304.3 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -462650.062500 Penalty: 826.889893
	Iteration 1F: 3 clusters Score -462650.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -463020.625000 Penalty: 826.889893
	Iteration 2F: 3 clusters Score -463020.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -463504.750000 Penalty: 826.889893
	Iteration 3F: 3 clusters Score -463504.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -464126.031250 Penalty: 826.889893
	Iteration 4F: 3 clusters Score -464126 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -464799.343750 Penalty: 826.889893
	Iteration 5F: 3 clusters Score -464799.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -465503.093750 Penalty: 826.889893
	Iteration 6F: 3 clusters Score -465503.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -466083.062500 Penalty: 826.889893
	Iteration 7F: 3 clusters Score -466083.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -466491.875000 Penalty: 826.889893
	Iteration 8Q: 3 clusters Score -466491.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -466675.562500 Penalty: 826.889893
	Iteration 9Q: 3 clusters Score -466675.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -466782.406250 Penalty: 826.889893
	Iteration 10Q: 3 clusters Score -466782.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -466860.812500 Penalty: 826.889893
	Iteration 11Q: 3 clusters Score -466860.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -466910.375000 Penalty: 826.889893
	Iteration 12Q: 3 clusters Score -466910.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -466946.656250 Penalty: 826.889893
	Iteration 13Q: 3 clusters Score -466946.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -466979.656250 Penalty: 826.889893
	Iteration 14Q: 3 clusters Score -466979.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -467008.312500 Penalty: 826.889893
	Iteration 15Q: 3 clusters Score -467008.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -467031.250000 Penalty: 826.889893
	Iteration 16Q: 3 clusters Score -467031.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -467048.500000 Penalty: 826.889893
	Iteration 17Q: 3 clusters Score -467048.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -467063.000000 Penalty: 826.889893
	Iteration 18Q: 3 clusters Score -467063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -467072.968750 Penalty: 826.889893
	Iteration 19Q: 3 clusters Score -467073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -467080.500000 Penalty: 826.889893
	Iteration 20F: 3 clusters Score -467080.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -467086.375000 Penalty: 826.889893
	Iteration 21Q: 3 clusters Score -467086.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -467092.093750 Penalty: 826.889893
	Iteration 22Q: 3 clusters Score -467092.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -467098.468750 Penalty: 826.889893
	Iteration 23Q: 3 clusters Score -467098.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -467103.187500 Penalty: 826.889893
	Iteration 24Q: 3 clusters Score -467103.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -467106.968750 Penalty: 826.889893
	Iteration 25Q: 3 clusters Score -467107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -467107.187500 Penalty: 826.889893
	Iteration 26Q: 3 clusters Score -467107.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -467109.718750 Penalty: 826.889893
	Iteration 27Q: 3 clusters Score -467109.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -467111.281250 Penalty: 826.889893
	Iteration 28Q: 3 clusters Score -467111.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -467112.468750 Penalty: 826.889893
	Iteration 29Q: 3 clusters Score -467112.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -467114.343750 Penalty: 826.889893
	Iteration 30Q: 3 clusters Score -467114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -467114.718750 Penalty: 826.889893
	Iteration 31Q: 3 clusters Score -467114.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -467115.875000 Penalty: 826.889893
	Iteration 32Q: 3 clusters Score -467115.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -467115.093750 Penalty: 826.889893
	Iteration 33Q: 3 clusters Score -467115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -467116.593750 Penalty: 826.889893
	Iteration 34Q: 3 clusters Score -467116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -467116.281250 Penalty: 826.889893
	Iteration 35Q: 3 clusters Score -467116.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -467116.750000 Penalty: 826.889893
	Iteration 36Q: 3 clusters Score -467116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -467115.718750 Penalty: 826.889893
	Iteration 37Q: 3 clusters Score -467115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -467116.031250 Penalty: 826.889893
	Iteration 38Q: 3 clusters Score -467116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -467115.937500 Penalty: 826.889893
	Iteration 39Q: 3 clusters Score -467115.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -467116.406250 Penalty: 826.889893
	Iteration 40F: 3 clusters Score -467116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -467116.750000 Penalty: 826.889893
	Iteration 41Q: 3 clusters Score -467116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -467116.000000 Penalty: 826.889893
	Iteration 42Q: 3 clusters Score -467116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -467117.312500 Penalty: 826.889893
	Iteration 43Q: 3 clusters Score -467117.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -467117.750000 Penalty: 826.889893
	Iteration 44Q: 3 clusters Score -467117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -467117.656250 Penalty: 826.889893
	Iteration 45Q: 3 clusters Score -467117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -467117.656250 Penalty: 826.889893
	Iteration 46Q: 3 clusters Score -467117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -467118.312500 Penalty: 826.889893
	Iteration 47Q: 3 clusters Score -467118.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -467118.312500 Penalty: 826.889893
	Iteration 48F: 3 clusters Score -467118.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 4985 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 121578 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 24139 members 
Mstep: Class 15 contains 157492 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 99637 members 
Mstep: Class 26 contains 20576 members 
Mstep: Class 27 contains 164282 members 
Mstep: Class 28 contains 134717 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 144467 members 
Mstep: Class 32 contains 3852 members 
Entering Unmasked Estep 
Score: -87344024.000000 Penalty: 20913.689453
Splitting cluster 5 changes total score from -87345376.000000 to -87344024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Entering Unmasked Estep 
Score: -576128.375000 Penalty: 419.011292
	Iteration 0F: 2 clusters Score -576128.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -569472.187500 Penalty: 838.022583
	Iteration 0F: 3 clusters Score -569472.2 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -572011.000000 Penalty: 838.022583
	Iteration 1F: 3 clusters Score -572011 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -572174.812500 Penalty: 838.022583
	Iteration 2Q: 3 clusters Score -572174.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -572349.000000 Penalty: 838.022583
	Iteration 3Q: 3 clusters Score -572349 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -572580.000000 Penalty: 838.022583
	Iteration 4F: 3 clusters Score -572580 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -572885.625000 Penalty: 838.022583
	Iteration 5F: 3 clusters Score -572885.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -573403.500000 Penalty: 838.022583
	Iteration 6F: 3 clusters Score -573403.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -573937.562500 Penalty: 838.022583
	Iteration 7F: 3 clusters Score -573937.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -574248.312500 Penalty: 838.022583
	Iteration 8F: 3 clusters Score -574248.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -574383.562500 Penalty: 838.022583
	Iteration 9Q: 3 clusters Score -574383.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -574468.750000 Penalty: 838.022583
	Iteration 10Q: 3 clusters Score -574468.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -574548.562500 Penalty: 838.022583
	Iteration 11Q: 3 clusters Score -574548.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -574629.750000 Penalty: 838.022583
	Iteration 12Q: 3 clusters Score -574629.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -574715.437500 Penalty: 838.022583
	Iteration 13Q: 3 clusters Score -574715.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -574791.500000 Penalty: 838.022583
	Iteration 14Q: 3 clusters Score -574791.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -574867.875000 Penalty: 838.022583
	Iteration 15Q: 3 clusters Score -574867.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -574951.812500 Penalty: 838.022583
	Iteration 16Q: 3 clusters Score -574951.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -575015.562500 Penalty: 838.022583
	Iteration 17Q: 3 clusters Score -575015.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -575077.625000 Penalty: 838.022583
	Iteration 18Q: 3 clusters Score -575077.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -575141.812500 Penalty: 838.022583
	Iteration 19Q: 3 clusters Score -575141.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -575186.375000 Penalty: 838.022583
	Iteration 20F: 3 clusters Score -575186.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -575223.437500 Penalty: 838.022583
	Iteration 21Q: 3 clusters Score -575223.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -575251.875000 Penalty: 838.022583
	Iteration 22Q: 3 clusters Score -575251.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -575277.312500 Penalty: 838.022583
	Iteration 23Q: 3 clusters Score -575277.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -575300.625000 Penalty: 838.022583
	Iteration 24Q: 3 clusters Score -575300.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -575316.750000 Penalty: 838.022583
	Iteration 25Q: 3 clusters Score -575316.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -575329.875000 Penalty: 838.022583
	Iteration 26Q: 3 clusters Score -575329.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -575343.750000 Penalty: 838.022583
	Iteration 27Q: 3 clusters Score -575343.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -575355.812500 Penalty: 838.022583
	Iteration 28Q: 3 clusters Score -575355.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -575365.625000 Penalty: 838.022583
	Iteration 29Q: 3 clusters Score -575365.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -575380.250000 Penalty: 838.022583
	Iteration 30Q: 3 clusters Score -575380.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -575388.875000 Penalty: 838.022583
	Iteration 31Q: 3 clusters Score -575388.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -575397.000000 Penalty: 838.022583
	Iteration 32Q: 3 clusters Score -575397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -575403.312500 Penalty: 838.022583
	Iteration 33Q: 3 clusters Score -575403.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -575412.125000 Penalty: 838.022583
	Iteration 34Q: 3 clusters Score -575412.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -575419.187500 Penalty: 838.022583
	Iteration 35Q: 3 clusters Score -575419.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -575423.937500 Penalty: 838.022583
	Iteration 36Q: 3 clusters Score -575423.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -575428.500000 Penalty: 838.022583
	Iteration 37Q: 3 clusters Score -575428.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -575434.625000 Penalty: 838.022583
	Iteration 38Q: 3 clusters Score -575434.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -575441.500000 Penalty: 838.022583
	Iteration 39Q: 3 clusters Score -575441.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -575446.375000 Penalty: 838.022583
	Iteration 40F: 3 clusters Score -575446.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -575450.500000 Penalty: 838.022583
	Iteration 41Q: 3 clusters Score -575450.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -575452.000000 Penalty: 838.022583
	Iteration 42Q: 3 clusters Score -575452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -575453.187500 Penalty: 838.022583
	Iteration 43Q: 3 clusters Score -575453.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -575457.187500 Penalty: 838.022583
	Iteration 44Q: 3 clusters Score -575457.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -575458.000000 Penalty: 838.022583
	Iteration 45Q: 3 clusters Score -575458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -575459.062500 Penalty: 838.022583
	Iteration 46Q: 3 clusters Score -575459.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -575463.500000 Penalty: 838.022583
	Iteration 47Q: 3 clusters Score -575463.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -575467.937500 Penalty: 838.022583
	Iteration 48Q: 3 clusters Score -575467.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -575470.062500 Penalty: 838.022583
	Iteration 49Q: 3 clusters Score -575470.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -575472.312500 Penalty: 838.022583
	Iteration 50Q: 3 clusters Score -575472.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -575475.187500 Penalty: 838.022583
	Iteration 51Q: 3 clusters Score -575475.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -575476.812500 Penalty: 838.022583
	Iteration 52Q: 3 clusters Score -575476.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -575477.500000 Penalty: 838.022583
	Iteration 53Q: 3 clusters Score -575477.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -575480.437500 Penalty: 838.022583
	Iteration 54Q: 3 clusters Score -575480.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -575482.125000 Penalty: 838.022583
	Iteration 55Q: 3 clusters Score -575482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -575481.437500 Penalty: 838.022583
	Iteration 56Q: 3 clusters Score -575481.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -575482.875000 Penalty: 838.022583
	Iteration 57Q: 3 clusters Score -575482.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -575485.125000 Penalty: 838.022583
	Iteration 58Q: 3 clusters Score -575485.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -575488.750000 Penalty: 838.022583
	Iteration 59Q: 3 clusters Score -575488.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -575493.625000 Penalty: 838.022583
	Iteration 60F: 3 clusters Score -575493.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -575497.312500 Penalty: 838.022583
	Iteration 61Q: 3 clusters Score -575497.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -575500.250000 Penalty: 838.022583
	Iteration 62Q: 3 clusters Score -575500.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -575503.062500 Penalty: 838.022583
	Iteration 63Q: 3 clusters Score -575503.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -575507.312500 Penalty: 838.022583
	Iteration 64Q: 3 clusters Score -575507.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -575507.562500 Penalty: 838.022583
	Iteration 65Q: 3 clusters Score -575507.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -575508.312500 Penalty: 838.022583
	Iteration 66Q: 3 clusters Score -575508.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -575508.500000 Penalty: 838.022583
	Iteration 67Q: 3 clusters Score -575508.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -575510.125000 Penalty: 838.022583
	Iteration 68Q: 3 clusters Score -575510.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -575510.625000 Penalty: 838.022583
	Iteration 69Q: 3 clusters Score -575510.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -575514.437500 Penalty: 838.022583
	Iteration 70Q: 3 clusters Score -575514.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -575515.687500 Penalty: 838.022583
	Iteration 71Q: 3 clusters Score -575515.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -575515.312500 Penalty: 838.022583
	Iteration 72Q: 3 clusters Score -575515.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -575517.187500 Penalty: 838.022583
	Iteration 73Q: 3 clusters Score -575517.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -575518.375000 Penalty: 838.022583
	Iteration 74Q: 3 clusters Score -575518.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -575518.687500 Penalty: 838.022583
	Iteration 75Q: 3 clusters Score -575518.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -575521.375000 Penalty: 838.022583
	Iteration 76Q: 3 clusters Score -575521.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -575523.500000 Penalty: 838.022583
	Iteration 77Q: 3 clusters Score -575523.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -575524.875000 Penalty: 838.022583
	Iteration 78Q: 3 clusters Score -575524.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -575527.437500 Penalty: 838.022583
	Iteration 79Q: 3 clusters Score -575527.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -575529.125000 Penalty: 838.022583
	Iteration 80F: 3 clusters Score -575529.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -575531.500000 Penalty: 838.022583
	Iteration 81Q: 3 clusters Score -575531.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -575533.000000 Penalty: 838.022583
	Iteration 82Q: 3 clusters Score -575533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -575535.125000 Penalty: 838.022583
	Iteration 83Q: 3 clusters Score -575535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -575536.375000 Penalty: 838.022583
	Iteration 84Q: 3 clusters Score -575536.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -575537.625000 Penalty: 838.022583
	Iteration 85Q: 3 clusters Score -575537.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -575537.812500 Penalty: 838.022583
	Iteration 86Q: 3 clusters Score -575537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -575537.687500 Penalty: 838.022583
	Iteration 87Q: 3 clusters Score -575537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -575537.875000 Penalty: 838.022583
	Iteration 88Q: 3 clusters Score -575537.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -575537.812500 Penalty: 838.022583
	Iteration 89Q: 3 clusters Score -575537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -575538.125000 Penalty: 838.022583
	Iteration 90Q: 3 clusters Score -575538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -575537.625000 Penalty: 838.022583
	Iteration 91Q: 3 clusters Score -575537.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -575539.937500 Penalty: 838.022583
	Iteration 92Q: 3 clusters Score -575539.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -575539.812500 Penalty: 838.022583
	Iteration 93Q: 3 clusters Score -575539.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -575541.062500 Penalty: 838.022583
	Iteration 94Q: 3 clusters Score -575541.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -575541.562500 Penalty: 838.022583
	Iteration 95Q: 3 clusters Score -575541.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -575541.625000 Penalty: 838.022583
	Iteration 96Q: 3 clusters Score -575541.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -575542.062500 Penalty: 838.022583
	Iteration 97Q: 3 clusters Score -575542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -575543.375000 Penalty: 838.022583
	Iteration 98Q: 3 clusters Score -575543.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -575543.625000 Penalty: 838.022583
	Iteration 99Q: 3 clusters Score -575543.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -575545.500000 Penalty: 838.022583
	Iteration 100F: 3 clusters Score -575545.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -575546.562500 Penalty: 838.022583
	Iteration 101Q: 3 clusters Score -575546.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -575547.250000 Penalty: 838.022583
	Iteration 102Q: 3 clusters Score -575547.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -575549.187500 Penalty: 838.022583
	Iteration 103Q: 3 clusters Score -575549.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -575553.250000 Penalty: 838.022583
	Iteration 104Q: 3 clusters Score -575553.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -575555.875000 Penalty: 838.022583
	Iteration 105Q: 3 clusters Score -575555.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -575558.312500 Penalty: 838.022583
	Iteration 106Q: 3 clusters Score -575558.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -575562.437500 Penalty: 838.022583
	Iteration 107Q: 3 clusters Score -575562.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -575566.437500 Penalty: 838.022583
	Iteration 108Q: 3 clusters Score -575566.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -575572.312500 Penalty: 838.022583
	Iteration 109Q: 3 clusters Score -575572.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -575577.750000 Penalty: 838.022583
	Iteration 110Q: 3 clusters Score -575577.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -575585.500000 Penalty: 838.022583
	Iteration 111Q: 3 clusters Score -575585.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -575592.812500 Penalty: 838.022583
	Iteration 112Q: 3 clusters Score -575592.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -575594.437500 Penalty: 838.022583
	Iteration 113Q: 3 clusters Score -575594.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -575597.000000 Penalty: 838.022583
	Iteration 114Q: 3 clusters Score -575597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -575600.937500 Penalty: 838.022583
	Iteration 115Q: 3 clusters Score -575600.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -575604.625000 Penalty: 838.022583
	Iteration 116Q: 3 clusters Score -575604.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -575607.750000 Penalty: 838.022583
	Iteration 117Q: 3 clusters Score -575607.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -575611.062500 Penalty: 838.022583
	Iteration 118Q: 3 clusters Score -575611.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -575612.312500 Penalty: 838.022583
	Iteration 119Q: 3 clusters Score -575612.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -575615.375000 Penalty: 838.022583
	Iteration 120F: 3 clusters Score -575615.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -575615.875000 Penalty: 838.022583
	Iteration 121Q: 3 clusters Score -575615.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -575619.312500 Penalty: 838.022583
	Iteration 122Q: 3 clusters Score -575619.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -575623.125000 Penalty: 838.022583
	Iteration 123Q: 3 clusters Score -575623.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -575627.500000 Penalty: 838.022583
	Iteration 124Q: 3 clusters Score -575627.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -575632.187500 Penalty: 838.022583
	Iteration 125Q: 3 clusters Score -575632.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -575636.312500 Penalty: 838.022583
	Iteration 126Q: 3 clusters Score -575636.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -575641.562500 Penalty: 838.022583
	Iteration 127Q: 3 clusters Score -575641.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -575645.687500 Penalty: 838.022583
	Iteration 128Q: 3 clusters Score -575645.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -575649.000000 Penalty: 838.022583
	Iteration 129Q: 3 clusters Score -575649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -575654.500000 Penalty: 838.022583
	Iteration 130Q: 3 clusters Score -575654.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -575656.500000 Penalty: 838.022583
	Iteration 131Q: 3 clusters Score -575656.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -575660.125000 Penalty: 838.022583
	Iteration 132Q: 3 clusters Score -575660.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -575666.750000 Penalty: 838.022583
	Iteration 133Q: 3 clusters Score -575666.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -575671.375000 Penalty: 838.022583
	Iteration 134Q: 3 clusters Score -575671.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -575675.812500 Penalty: 838.022583
	Iteration 135Q: 3 clusters Score -575675.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -575682.250000 Penalty: 838.022583
	Iteration 136Q: 3 clusters Score -575682.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -575688.312500 Penalty: 838.022583
	Iteration 137Q: 3 clusters Score -575688.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -575691.562500 Penalty: 838.022583
	Iteration 138Q: 3 clusters Score -575691.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -575697.750000 Penalty: 838.022583
	Iteration 139Q: 3 clusters Score -575697.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -575706.750000 Penalty: 838.022583
	Iteration 140F: 3 clusters Score -575706.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -575717.562500 Penalty: 838.022583
	Iteration 141Q: 3 clusters Score -575717.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -575728.562500 Penalty: 838.022583
	Iteration 142Q: 3 clusters Score -575728.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -575736.500000 Penalty: 838.022583
	Iteration 143Q: 3 clusters Score -575736.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -575741.562500 Penalty: 838.022583
	Iteration 144Q: 3 clusters Score -575741.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -575746.562500 Penalty: 838.022583
	Iteration 145Q: 3 clusters Score -575746.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -575748.625000 Penalty: 838.022583
	Iteration 146Q: 3 clusters Score -575748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -575752.187500 Penalty: 838.022583
	Iteration 147Q: 3 clusters Score -575752.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -575756.250000 Penalty: 838.022583
	Iteration 148Q: 3 clusters Score -575756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -575760.750000 Penalty: 838.022583
	Iteration 149Q: 3 clusters Score -575760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -575763.625000 Penalty: 838.022583
	Iteration 150Q: 3 clusters Score -575763.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -575767.812500 Penalty: 838.022583
	Iteration 151Q: 3 clusters Score -575767.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -575769.687500 Penalty: 838.022583
	Iteration 152Q: 3 clusters Score -575769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -575771.562500 Penalty: 838.022583
	Iteration 153Q: 3 clusters Score -575771.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -575774.937500 Penalty: 838.022583
	Iteration 154Q: 3 clusters Score -575774.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -575777.187500 Penalty: 838.022583
	Iteration 155Q: 3 clusters Score -575777.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -575778.625000 Penalty: 838.022583
	Iteration 156Q: 3 clusters Score -575778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -575779.312500 Penalty: 838.022583
	Iteration 157Q: 3 clusters Score -575779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -575779.687500 Penalty: 838.022583
	Iteration 158Q: 3 clusters Score -575779.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -575784.187500 Penalty: 838.022583
	Iteration 159Q: 3 clusters Score -575784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -575790.062500 Penalty: 838.022583
	Iteration 160F: 3 clusters Score -575790.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -575794.250000 Penalty: 838.022583
	Iteration 161Q: 3 clusters Score -575794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -575797.437500 Penalty: 838.022583
	Iteration 162Q: 3 clusters Score -575797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -575797.187500 Penalty: 838.022583
	Iteration 163Q: 3 clusters Score -575797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -575797.812500 Penalty: 838.022583
	Iteration 164Q: 3 clusters Score -575797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -575798.875000 Penalty: 838.022583
	Iteration 165Q: 3 clusters Score -575798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -575799.812500 Penalty: 838.022583
	Iteration 166Q: 3 clusters Score -575799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -575800.250000 Penalty: 838.022583
	Iteration 167Q: 3 clusters Score -575800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -575800.312500 Penalty: 838.022583
	Iteration 168Q: 3 clusters Score -575800.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -575800.812500 Penalty: 838.022583
	Iteration 169Q: 3 clusters Score -575800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -575802.187500 Penalty: 838.022583
	Iteration 170Q: 3 clusters Score -575802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -575807.812500 Penalty: 838.022583
	Iteration 171Q: 3 clusters Score -575807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -575808.812500 Penalty: 838.022583
	Iteration 172Q: 3 clusters Score -575808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -575808.937500 Penalty: 838.022583
	Iteration 173Q: 3 clusters Score -575808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -575811.312500 Penalty: 838.022583
	Iteration 174Q: 3 clusters Score -575811.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -575811.812500 Penalty: 838.022583
	Iteration 175Q: 3 clusters Score -575811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -575811.562500 Penalty: 838.022583
	Iteration 176Q: 3 clusters Score -575811.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -575811.812500 Penalty: 838.022583
	Iteration 177Q: 3 clusters Score -575811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -575811.125000 Penalty: 838.022583
	Iteration 178Q: 3 clusters Score -575811.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -575811.125000 Penalty: 838.022583
	Iteration 179F: 3 clusters Score -575811.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121578 members 
Entering Unmasked Estep 
Score: -6640773.500000 Penalty: 532.728149
	Iteration 0F: 2 clusters Score -6640774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -6563816.000000 Penalty: 1065.456299
	Iteration 0F: 3 clusters Score -6563816 nChanged 59569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -6599681.000000 Penalty: 1065.456299
	Iteration 1F: 3 clusters Score -6599681 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -6601383.000000 Penalty: 1065.456299
	Iteration 2Q: 3 clusters Score -6601383 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -6604107.000000 Penalty: 1065.456299
	Iteration 3F: 3 clusters Score -6604107 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -6608467.500000 Penalty: 1065.456299
	Iteration 4F: 3 clusters Score -6608468 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -6614532.000000 Penalty: 1065.456299
	Iteration 5F: 3 clusters Score -6614532 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 25210 members 
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Mstep: Class 2 contains 22499 members 
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Mstep: Class 1 contains 100759 members 
Mstep: Class 2 contains 20819 members 
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Mstep: Class 2 contains 15679 members 
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Mstep: Class 2 contains 14060 members 
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Mstep: Class 2 contains 13736 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 13395 members 
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Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108057 members 
Mstep: Class 2 contains 13521 members 
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Mstep: Class 2 contains 13728 members 
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Mstep: Class 2 contains 14660 members 
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Mstep: Class 1 contains 92537 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6642900 nChanged 96
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6642934 nChanged 88
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Mstep: Class 1 contains 92253 members 
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	Iteration 100F: 3 clusters Score -6642939 nChanged 74
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Mstep: Class 1 contains 92179 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6642936 nChanged 125
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Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6642967 nChanged 98
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Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6642980 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6642993 nChanged 69
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Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6643002 nChanged 89
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Mstep: Class 1 contains 91701 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6643002 nChanged 89
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Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6643009 nChanged 99
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Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6643007 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6643008 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91359 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6643000 nChanged 72
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Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6642998 nChanged 88
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Mstep: Class 1 contains 91199 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6642994 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6643001 nChanged 65
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Mstep: Class 1 contains 91043 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6643007 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6643006 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6643002 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6642999 nChanged 55
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Mstep: Class 1 contains 90836 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6642992 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6643004 nChanged 81
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Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6643032 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6643042 nChanged 54
Entering Unmasked Mstep 
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	Iteration 122Q: 3 clusters Score -6643046 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6643046 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90384 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6643070 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6643087 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90246 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6643092 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90187 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6643106 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6643127 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -6643140.000000 Penalty: 1065.456299
	Iteration 129Q: 3 clusters Score -6643140 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90030 members 
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	Iteration 130Q: 3 clusters Score -6643140 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6643142 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89924 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6643133 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89852 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -6643145.000000 Penalty: 1065.456299
	Iteration 133Q: 3 clusters Score -6643145 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89792 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6643126 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6643147 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6643142 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89642 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -6643157.000000 Penalty: 1065.456299
	Iteration 137Q: 3 clusters Score -6643157 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89616 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -6643162.500000 Penalty: 1065.456299
	Iteration 138Q: 3 clusters Score -6643162 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89589 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -6643170.000000 Penalty: 1065.456299
	Iteration 139Q: 3 clusters Score -6643170 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89553 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -6643169.000000 Penalty: 1065.456299
	Iteration 140F: 3 clusters Score -6643169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -6643177.500000 Penalty: 1065.456299
	Iteration 141Q: 3 clusters Score -6643178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -6643191.000000 Penalty: 1065.456299
	Iteration 142Q: 3 clusters Score -6643191 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -6643184.000000 Penalty: 1065.456299
	Iteration 143Q: 3 clusters Score -6643184 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6643188 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -6643201.500000 Penalty: 1065.456299
	Iteration 145Q: 3 clusters Score -6643202 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6643201 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6643198 nChanged 17
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Mstep: Class 1 contains 89331 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6643191 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6643194 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89313 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6643197 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6643200 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6643212 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -6643209.000000 Penalty: 1065.456299
	Iteration 153Q: 3 clusters Score -6643209 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -6643202.500000 Penalty: 1065.456299
	Iteration 154Q: 3 clusters Score -6643202 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89202 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -6643207.500000 Penalty: 1065.456299
	Iteration 155Q: 3 clusters Score -6643208 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6643212 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -6643220.500000 Penalty: 1065.456299
	Iteration 157Q: 3 clusters Score -6643220 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89097 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -6643225.500000 Penalty: 1065.456299
	Iteration 158Q: 3 clusters Score -6643226 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -6643213.000000 Penalty: 1065.456299
	Iteration 159Q: 3 clusters Score -6643213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89022 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6643212 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -6643215.500000 Penalty: 1065.456299
	Iteration 161Q: 3 clusters Score -6643216 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6643213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -6643214.500000 Penalty: 1065.456299
	Iteration 163Q: 3 clusters Score -6643214 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6643216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -6643223.000000 Penalty: 1065.456299
	Iteration 165Q: 3 clusters Score -6643223 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -6643221.000000 Penalty: 1065.456299
	Iteration 166Q: 3 clusters Score -6643221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -6643222.500000 Penalty: 1065.456299
	Iteration 167Q: 3 clusters Score -6643222 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88964 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6643222 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88964 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
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	Iteration 169F: 3 clusters Score -6643222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 88964 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 24139 members 
Mstep: Class 15 contains 157492 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 99637 members 
Mstep: Class 26 contains 20576 members 
Mstep: Class 27 contains 164282 members 
Mstep: Class 28 contains 134717 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 144467 members 
Mstep: Class 32 contains 32614 members 
Entering Unmasked Estep 
Score: -87346096.000000 Penalty: 20913.689453
Splitting cluster 7 changes total score from -87345376.000000 to -87346096.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (9268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9268 members 
Entering Unmasked Estep 
Score: -493564.312500 Penalty: 415.611694
	Iteration 0F: 2 clusters Score -493564.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -487427.937500 Penalty: 831.223389
	Iteration 0F: 3 clusters Score -487427.9 nChanged 4283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -489910.3 nChanged 601
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -490341.437500 Penalty: 831.223389
	Iteration 2F: 3 clusters Score -490341.4 nChanged 660
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -490895.781250 Penalty: 831.223389
	Iteration 3F: 3 clusters Score -490895.8 nChanged 670
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -491422.625000 Penalty: 831.223389
	Iteration 4F: 3 clusters Score -491422.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -491828.687500 Penalty: 831.223389
	Iteration 5F: 3 clusters Score -491828.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -492083.437500 Penalty: 831.223389
	Iteration 6Q: 3 clusters Score -492083.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -492227.437500 Penalty: 831.223389
	Iteration 7Q: 3 clusters Score -492227.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -492327.437500 Penalty: 831.223389
	Iteration 8Q: 3 clusters Score -492327.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -492429.187500 Penalty: 831.223389
	Iteration 9Q: 3 clusters Score -492429.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -492538.187500 Penalty: 831.223389
	Iteration 10Q: 3 clusters Score -492538.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -492649.593750 Penalty: 831.223389
	Iteration 11Q: 3 clusters Score -492649.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -492759.781250 Penalty: 831.223389
	Iteration 12Q: 3 clusters Score -492759.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -492863.937500 Penalty: 831.223389
	Iteration 13Q: 3 clusters Score -492863.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -492965.531250 Penalty: 831.223389
	Iteration 14Q: 3 clusters Score -492965.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -493031.281250 Penalty: 831.223389
	Iteration 15Q: 3 clusters Score -493031.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -493085.593750 Penalty: 831.223389
	Iteration 16Q: 3 clusters Score -493085.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -493124.812500 Penalty: 831.223389
	Iteration 17Q: 3 clusters Score -493124.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -493153.937500 Penalty: 831.223389
	Iteration 18Q: 3 clusters Score -493153.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -493180.906250 Penalty: 831.223389
	Iteration 19Q: 3 clusters Score -493180.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -493204.093750 Penalty: 831.223389
	Iteration 20F: 3 clusters Score -493204.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -493224.218750 Penalty: 831.223389
	Iteration 21Q: 3 clusters Score -493224.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -493242.125000 Penalty: 831.223389
	Iteration 22Q: 3 clusters Score -493242.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -493253.625000 Penalty: 831.223389
	Iteration 23Q: 3 clusters Score -493253.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -493260.656250 Penalty: 831.223389
	Iteration 24Q: 3 clusters Score -493260.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -493265.375000 Penalty: 831.223389
	Iteration 25Q: 3 clusters Score -493265.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -493271.125000 Penalty: 831.223389
	Iteration 26Q: 3 clusters Score -493271.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -493272.875000 Penalty: 831.223389
	Iteration 27Q: 3 clusters Score -493272.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -493274.875000 Penalty: 831.223389
	Iteration 28Q: 3 clusters Score -493274.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -493275.031250 Penalty: 831.223389
	Iteration 29Q: 3 clusters Score -493275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -493276.125000 Penalty: 831.223389
	Iteration 30Q: 3 clusters Score -493276.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -493276.000000 Penalty: 831.223389
	Iteration 31Q: 3 clusters Score -493276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -493277.375000 Penalty: 831.223389
	Iteration 32Q: 3 clusters Score -493277.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -493278.656250 Penalty: 831.223389
	Iteration 33Q: 3 clusters Score -493278.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -493278.312500 Penalty: 831.223389
	Iteration 34Q: 3 clusters Score -493278.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -493280.406250 Penalty: 831.223389
	Iteration 35Q: 3 clusters Score -493280.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -493282.500000 Penalty: 831.223389
	Iteration 36Q: 3 clusters Score -493282.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -493284.000000 Penalty: 831.223389
	Iteration 37Q: 3 clusters Score -493284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -493284.937500 Penalty: 831.223389
	Iteration 38Q: 3 clusters Score -493284.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -493286.031250 Penalty: 831.223389
	Iteration 39Q: 3 clusters Score -493286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -493290.125000 Penalty: 831.223389
	Iteration 40F: 3 clusters Score -493290.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -493293.562500 Penalty: 831.223389
	Iteration 41Q: 3 clusters Score -493293.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -493295.625000 Penalty: 831.223389
	Iteration 42Q: 3 clusters Score -493295.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -493297.187500 Penalty: 831.223389
	Iteration 43Q: 3 clusters Score -493297.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -493298.968750 Penalty: 831.223389
	Iteration 44Q: 3 clusters Score -493299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -493300.187500 Penalty: 831.223389
	Iteration 45Q: 3 clusters Score -493300.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -493305.531250 Penalty: 831.223389
	Iteration 46Q: 3 clusters Score -493305.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -493304.718750 Penalty: 831.223389
	Iteration 47Q: 3 clusters Score -493304.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -493306.406250 Penalty: 831.223389
	Iteration 48Q: 3 clusters Score -493306.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -493307.500000 Penalty: 831.223389
	Iteration 49Q: 3 clusters Score -493307.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -493309.093750 Penalty: 831.223389
	Iteration 50Q: 3 clusters Score -493309.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -493309.031250 Penalty: 831.223389
	Iteration 51Q: 3 clusters Score -493309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -493310.250000 Penalty: 831.223389
	Iteration 52Q: 3 clusters Score -493310.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -493311.031250 Penalty: 831.223389
	Iteration 53Q: 3 clusters Score -493311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -493311.843750 Penalty: 831.223389
	Iteration 54Q: 3 clusters Score -493311.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -493313.250000 Penalty: 831.223389
	Iteration 55Q: 3 clusters Score -493313.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -493313.812500 Penalty: 831.223389
	Iteration 56Q: 3 clusters Score -493313.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -493315.781250 Penalty: 831.223389
	Iteration 57Q: 3 clusters Score -493315.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -493316.375000 Penalty: 831.223389
	Iteration 58Q: 3 clusters Score -493316.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -493316.656250 Penalty: 831.223389
	Iteration 59Q: 3 clusters Score -493316.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -493318.156250 Penalty: 831.223389
	Iteration 60F: 3 clusters Score -493318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -493317.218750 Penalty: 831.223389
	Iteration 61Q: 3 clusters Score -493317.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -493319.125000 Penalty: 831.223389
	Iteration 62Q: 3 clusters Score -493319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -493319.812500 Penalty: 831.223389
	Iteration 63Q: 3 clusters Score -493319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -493319.468750 Penalty: 831.223389
	Iteration 64Q: 3 clusters Score -493319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -493319.875000 Penalty: 831.223389
	Iteration 65Q: 3 clusters Score -493319.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -493320.500000 Penalty: 831.223389
	Iteration 66Q: 3 clusters Score -493320.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -493320.375000 Penalty: 831.223389
	Iteration 67Q: 3 clusters Score -493320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -493320.531250 Penalty: 831.223389
	Iteration 68Q: 3 clusters Score -493320.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -493320.531250 Penalty: 831.223389
	Iteration 69Q: 3 clusters Score -493320.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -493321.812500 Penalty: 831.223389
	Iteration 70Q: 3 clusters Score -493321.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -493322.406250 Penalty: 831.223389
	Iteration 71Q: 3 clusters Score -493322.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -493323.375000 Penalty: 831.223389
	Iteration 72Q: 3 clusters Score -493323.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -493324.406250 Penalty: 831.223389
	Iteration 73Q: 3 clusters Score -493324.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -493325.312500 Penalty: 831.223389
	Iteration 74Q: 3 clusters Score -493325.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -493328.031250 Penalty: 831.223389
	Iteration 75Q: 3 clusters Score -493328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -493331.750000 Penalty: 831.223389
	Iteration 76Q: 3 clusters Score -493331.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -493334.031250 Penalty: 831.223389
	Iteration 77Q: 3 clusters Score -493334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -493336.125000 Penalty: 831.223389
	Iteration 78Q: 3 clusters Score -493336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -493338.937500 Penalty: 831.223389
	Iteration 79Q: 3 clusters Score -493338.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -493339.750000 Penalty: 831.223389
	Iteration 80F: 3 clusters Score -493339.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -493339.468750 Penalty: 831.223389
	Iteration 81Q: 3 clusters Score -493339.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -493341.125000 Penalty: 831.223389
	Iteration 82Q: 3 clusters Score -493341.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -493341.312500 Penalty: 831.223389
	Iteration 83Q: 3 clusters Score -493341.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -493344.437500 Penalty: 831.223389
	Iteration 84Q: 3 clusters Score -493344.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -493345.250000 Penalty: 831.223389
	Iteration 85Q: 3 clusters Score -493345.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -493346.312500 Penalty: 831.223389
	Iteration 86Q: 3 clusters Score -493346.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -493346.250000 Penalty: 831.223389
	Iteration 87Q: 3 clusters Score -493346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -493347.187500 Penalty: 831.223389
	Iteration 88Q: 3 clusters Score -493347.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -493349.406250 Penalty: 831.223389
	Iteration 89Q: 3 clusters Score -493349.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -493350.906250 Penalty: 831.223389
	Iteration 90Q: 3 clusters Score -493350.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -493352.625000 Penalty: 831.223389
	Iteration 91Q: 3 clusters Score -493352.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -493352.281250 Penalty: 831.223389
	Iteration 92Q: 3 clusters Score -493352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -493353.375000 Penalty: 831.223389
	Iteration 93Q: 3 clusters Score -493353.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -493355.593750 Penalty: 831.223389
	Iteration 94Q: 3 clusters Score -493355.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -493358.562500 Penalty: 831.223389
	Iteration 95Q: 3 clusters Score -493358.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -493364.093750 Penalty: 831.223389
	Iteration 96Q: 3 clusters Score -493364.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -493367.843750 Penalty: 831.223389
	Iteration 97Q: 3 clusters Score -493367.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -493370.812500 Penalty: 831.223389
	Iteration 98Q: 3 clusters Score -493370.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -493372.687500 Penalty: 831.223389
	Iteration 99Q: 3 clusters Score -493372.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -493374.312500 Penalty: 831.223389
	Iteration 100F: 3 clusters Score -493374.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -493376.406250 Penalty: 831.223389
	Iteration 101Q: 3 clusters Score -493376.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -493379.062500 Penalty: 831.223389
	Iteration 102Q: 3 clusters Score -493379.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -493379.312500 Penalty: 831.223389
	Iteration 103Q: 3 clusters Score -493379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -493381.375000 Penalty: 831.223389
	Iteration 104Q: 3 clusters Score -493381.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -493382.812500 Penalty: 831.223389
	Iteration 105Q: 3 clusters Score -493382.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -493382.750000 Penalty: 831.223389
	Iteration 106Q: 3 clusters Score -493382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -493385.500000 Penalty: 831.223389
	Iteration 107Q: 3 clusters Score -493385.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -493387.125000 Penalty: 831.223389
	Iteration 108Q: 3 clusters Score -493387.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -493387.156250 Penalty: 831.223389
	Iteration 109Q: 3 clusters Score -493387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -493389.218750 Penalty: 831.223389
	Iteration 110Q: 3 clusters Score -493389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -493388.937500 Penalty: 831.223389
	Iteration 111Q: 3 clusters Score -493388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -493388.375000 Penalty: 831.223389
	Iteration 112Q: 3 clusters Score -493388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -493388.718750 Penalty: 831.223389
	Iteration 113Q: 3 clusters Score -493388.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -493388.718750 Penalty: 831.223389
	Iteration 114F: 3 clusters Score -493388.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (86594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Entering Unmasked Estep 
Score: -4805259.000000 Penalty: 517.288879
	Iteration 0F: 2 clusters Score -4805259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -4747558.000000 Penalty: 1034.577759
	Iteration 0F: 3 clusters Score -4747558 nChanged 42131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4774735.000000 Penalty: 1034.577759
	Iteration 1F: 3 clusters Score -4774735 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -4778224.000000 Penalty: 1034.577759
	Iteration 2F: 3 clusters Score -4778224 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4784575.500000 Penalty: 1034.577759
	Iteration 3F: 3 clusters Score -4784576 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4793550.000000 Penalty: 1034.577759
	Iteration 4F: 3 clusters Score -4793550 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4800972.000000 Penalty: 1034.577759
	Iteration 5F: 3 clusters Score -4800972 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85792 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4804051.500000 Penalty: 1034.577759
	Iteration 6Q: 3 clusters Score -4804052 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86476 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4804661.500000 Penalty: 1034.577759
	Iteration 7Q: 3 clusters Score -4804662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4804761.500000 Penalty: 1034.577759
	Iteration 8Q: 3 clusters Score -4804762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4804782.500000 Penalty: 1034.577759
	Iteration 9Q: 3 clusters Score -4804782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4804791.500000 Penalty: 1034.577759
	Iteration 10Q: 3 clusters Score -4804792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4804794.500000 Penalty: 1034.577759
	Iteration 11Q: 3 clusters Score -4804794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4804794.500000 Penalty: 1034.577759
	Iteration 12Q: 3 clusters Score -4804794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4804796.500000 Penalty: 1034.577759
	Iteration 13Q: 3 clusters Score -4804796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4804796.500000 Penalty: 1034.577759
	Iteration 14F: 3 clusters Score -4804796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Entering Unmasked Estep 
Score: -1650453.625000 Penalty: 470.516998
	Iteration 0F: 2 clusters Score -1650454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1629694.000000 Penalty: 941.033997
	Iteration 0F: 3 clusters Score -1629694 nChanged 14912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -1638608.500000 Penalty: 941.033997
	Iteration 1F: 3 clusters Score -1638608 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -1639351.125000 Penalty: 941.033997
	Iteration 2Q: 3 clusters Score -1639351 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -1640506.625000 Penalty: 941.033997
	Iteration 3F: 3 clusters Score -1640507 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -1642238.625000 Penalty: 941.033997
	Iteration 4F: 3 clusters Score -1642239 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -1644336.125000 Penalty: 941.033997
	Iteration 5F: 3 clusters Score -1644336 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -1646142.250000 Penalty: 941.033997
	Iteration 6F: 3 clusters Score -1646142 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -1647313.625000 Penalty: 941.033997
	Iteration 7Q: 3 clusters Score -1647314 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -1648107.500000 Penalty: 941.033997
	Iteration 8Q: 3 clusters Score -1648108 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -1648642.375000 Penalty: 941.033997
	Iteration 9Q: 3 clusters Score -1648642 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -1648997.125000 Penalty: 941.033997
	Iteration 10Q: 3 clusters Score -1648997 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -1649273.750000 Penalty: 941.033997
	Iteration 11Q: 3 clusters Score -1649274 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -1649509.375000 Penalty: 941.033997
	Iteration 12Q: 3 clusters Score -1649509 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -1649683.250000 Penalty: 941.033997
	Iteration 13Q: 3 clusters Score -1649683 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -1649791.000000 Penalty: 941.033997
	Iteration 14Q: 3 clusters Score -1649791 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -1649849.875000 Penalty: 941.033997
	Iteration 15Q: 3 clusters Score -1649850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -1649901.375000 Penalty: 941.033997
	Iteration 16Q: 3 clusters Score -1649901 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -1649940.375000 Penalty: 941.033997
	Iteration 17Q: 3 clusters Score -1649940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -1649969.750000 Penalty: 941.033997
	Iteration 18Q: 3 clusters Score -1649970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -1649992.250000 Penalty: 941.033997
	Iteration 19Q: 3 clusters Score -1649992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -1650003.625000 Penalty: 941.033997
	Iteration 20F: 3 clusters Score -1650004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -1650015.875000 Penalty: 941.033997
	Iteration 21Q: 3 clusters Score -1650016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -1650024.375000 Penalty: 941.033997
	Iteration 22Q: 3 clusters Score -1650024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -1650030.000000 Penalty: 941.033997
	Iteration 23Q: 3 clusters Score -1650030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -1650035.875000 Penalty: 941.033997
	Iteration 24Q: 3 clusters Score -1650036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -1650037.750000 Penalty: 941.033997
	Iteration 25Q: 3 clusters Score -1650038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -1650043.250000 Penalty: 941.033997
	Iteration 26Q: 3 clusters Score -1650043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -1650045.500000 Penalty: 941.033997
	Iteration 27Q: 3 clusters Score -1650046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -1650051.625000 Penalty: 941.033997
	Iteration 28Q: 3 clusters Score -1650052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -1650056.750000 Penalty: 941.033997
	Iteration 29Q: 3 clusters Score -1650057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -1650058.125000 Penalty: 941.033997
	Iteration 30Q: 3 clusters Score -1650058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -1650057.500000 Penalty: 941.033997
	Iteration 31Q: 3 clusters Score -1650058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -1650058.500000 Penalty: 941.033997
	Iteration 32Q: 3 clusters Score -1650058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -1650058.875000 Penalty: 941.033997
	Iteration 33Q: 3 clusters Score -1650059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -1650058.875000 Penalty: 941.033997
	Iteration 34F: 3 clusters Score -1650059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -142194.953125 Penalty: 358.075165
	Iteration 0F: 2 clusters Score -142195 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 1335 members 
Entering Unmasked Estep 
Score: -140332.546875 Penalty: 716.150330
	Iteration 0F: 3 clusters Score -140332.5 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -140962.484375 Penalty: 716.150330
	Iteration 1F: 3 clusters Score -140962.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -141035.562500 Penalty: 716.150330
	Iteration 2F: 3 clusters Score -141035.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -141112.125000 Penalty: 716.150330
	Iteration 3F: 3 clusters Score -141112.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -141201.140625 Penalty: 716.150330
	Iteration 4F: 3 clusters Score -141201.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -141280.281250 Penalty: 716.150330
	Iteration 5Q: 3 clusters Score -141280.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -141375.156250 Penalty: 716.150330
	Iteration 6F: 3 clusters Score -141375.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -141436.031250 Penalty: 716.150330
	Iteration 7Q: 3 clusters Score -141436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -141494.921875 Penalty: 716.150330
	Iteration 8Q: 3 clusters Score -141494.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -141548.750000 Penalty: 716.150330
	Iteration 9Q: 3 clusters Score -141548.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -141602.953125 Penalty: 716.150330
	Iteration 10Q: 3 clusters Score -141603 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -141643.093750 Penalty: 716.150330
	Iteration 11Q: 3 clusters Score -141643.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -141664.843750 Penalty: 716.150330
	Iteration 12Q: 3 clusters Score -141664.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -141684.390625 Penalty: 716.150330
	Iteration 13Q: 3 clusters Score -141684.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -141703.687500 Penalty: 716.150330
	Iteration 14Q: 3 clusters Score -141703.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -141717.781250 Penalty: 716.150330
	Iteration 15Q: 3 clusters Score -141717.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -141727.687500 Penalty: 716.150330
	Iteration 16Q: 3 clusters Score -141727.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -141735.734375 Penalty: 716.150330
	Iteration 17Q: 3 clusters Score -141735.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -141745.421875 Penalty: 716.150330
	Iteration 18Q: 3 clusters Score -141745.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -141750.781250 Penalty: 716.150330
	Iteration 19Q: 3 clusters Score -141750.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -141757.265625 Penalty: 716.150330
	Iteration 20F: 3 clusters Score -141757.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -141760.890625 Penalty: 716.150330
	Iteration 21Q: 3 clusters Score -141760.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -141762.640625 Penalty: 716.150330
	Iteration 22Q: 3 clusters Score -141762.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -141766.562500 Penalty: 716.150330
	Iteration 23Q: 3 clusters Score -141766.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -141771.703125 Penalty: 716.150330
	Iteration 24Q: 3 clusters Score -141771.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -141779.000000 Penalty: 716.150330
	Iteration 25Q: 3 clusters Score -141779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -141787.296875 Penalty: 716.150330
	Iteration 26Q: 3 clusters Score -141787.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -141793.078125 Penalty: 716.150330
	Iteration 27Q: 3 clusters Score -141793.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -141797.640625 Penalty: 716.150330
	Iteration 28Q: 3 clusters Score -141797.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -141801.468750 Penalty: 716.150330
	Iteration 29Q: 3 clusters Score -141801.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -141805.921875 Penalty: 716.150330
	Iteration 30Q: 3 clusters Score -141805.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -141808.906250 Penalty: 716.150330
	Iteration 31Q: 3 clusters Score -141808.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -141812.906250 Penalty: 716.150330
	Iteration 32Q: 3 clusters Score -141812.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -141815.953125 Penalty: 716.150330
	Iteration 33Q: 3 clusters Score -141816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -141821.296875 Penalty: 716.150330
	Iteration 34Q: 3 clusters Score -141821.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -141825.781250 Penalty: 716.150330
	Iteration 35Q: 3 clusters Score -141825.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -141830.765625 Penalty: 716.150330
	Iteration 36Q: 3 clusters Score -141830.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -141836.125000 Penalty: 716.150330
	Iteration 37Q: 3 clusters Score -141836.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -141842.156250 Penalty: 716.150330
	Iteration 38Q: 3 clusters Score -141842.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -141848.468750 Penalty: 716.150330
	Iteration 39Q: 3 clusters Score -141848.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -141854.500000 Penalty: 716.150330
	Iteration 40F: 3 clusters Score -141854.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -141859.187500 Penalty: 716.150330
	Iteration 41Q: 3 clusters Score -141859.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -141866.734375 Penalty: 716.150330
	Iteration 42Q: 3 clusters Score -141866.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -141874.218750 Penalty: 716.150330
	Iteration 43Q: 3 clusters Score -141874.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -141882.031250 Penalty: 716.150330
	Iteration 44Q: 3 clusters Score -141882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -141888.093750 Penalty: 716.150330
	Iteration 45Q: 3 clusters Score -141888.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -141891.718750 Penalty: 716.150330
	Iteration 46Q: 3 clusters Score -141891.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -141896.453125 Penalty: 716.150330
	Iteration 47Q: 3 clusters Score -141896.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -141899.656250 Penalty: 716.150330
	Iteration 48Q: 3 clusters Score -141899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -141900.859375 Penalty: 716.150330
	Iteration 49Q: 3 clusters Score -141900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -141902.250000 Penalty: 716.150330
	Iteration 50Q: 3 clusters Score -141902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -141903.968750 Penalty: 716.150330
	Iteration 51Q: 3 clusters Score -141904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -141906.390625 Penalty: 716.150330
	Iteration 52Q: 3 clusters Score -141906.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -141908.828125 Penalty: 716.150330
	Iteration 53Q: 3 clusters Score -141908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -141909.203125 Penalty: 716.150330
	Iteration 54Q: 3 clusters Score -141909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -141910.515625 Penalty: 716.150330
	Iteration 55Q: 3 clusters Score -141910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -141912.437500 Penalty: 716.150330
	Iteration 56Q: 3 clusters Score -141912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -141915.218750 Penalty: 716.150330
	Iteration 57Q: 3 clusters Score -141915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -141918.140625 Penalty: 716.150330
	Iteration 58Q: 3 clusters Score -141918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -141919.656250 Penalty: 716.150330
	Iteration 59Q: 3 clusters Score -141919.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -141920.125000 Penalty: 716.150330
	Iteration 60F: 3 clusters Score -141920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -141920.500000 Penalty: 716.150330
	Iteration 61Q: 3 clusters Score -141920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -141921.359375 Penalty: 716.150330
	Iteration 62Q: 3 clusters Score -141921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -141923.578125 Penalty: 716.150330
	Iteration 63Q: 3 clusters Score -141923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -141924.906250 Penalty: 716.150330
	Iteration 64Q: 3 clusters Score -141924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -141926.078125 Penalty: 716.150330
	Iteration 65Q: 3 clusters Score -141926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -141926.968750 Penalty: 716.150330
	Iteration 66Q: 3 clusters Score -141927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -141928.125000 Penalty: 716.150330
	Iteration 67Q: 3 clusters Score -141928.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -141929.109375 Penalty: 716.150330
	Iteration 68Q: 3 clusters Score -141929.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -141929.109375 Penalty: 716.150330
	Iteration 69F: 3 clusters Score -141929.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (109574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109574 members 
Entering Unmasked Estep 
Score: -5771778.000000 Penalty: 527.998169
	Iteration 0F: 2 clusters Score -5771778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -5702872.000000 Penalty: 1055.996338
	Iteration 0F: 3 clusters Score -5702872 nChanged 53550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -5735362.500000 Penalty: 1055.996338
	Iteration 1F: 3 clusters Score -5735362 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -5737765.000000 Penalty: 1055.996338
	Iteration 2F: 3 clusters Score -5737765 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 73872 members 
Entering Unmasked Estep 
Score: -5742437.000000 Penalty: 1055.996338
	Iteration 3F: 3 clusters Score -5742437 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -5749756.500000 Penalty: 1055.996338
	Iteration 4F: 3 clusters Score -5749756 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -5758378.000000 Penalty: 1055.996338
	Iteration 5F: 3 clusters Score -5758378 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 101685 members 
Entering Unmasked Estep 
Score: -5765261.500000 Penalty: 1055.996338
	Iteration 6F: 3 clusters Score -5765262 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -5769032.500000 Penalty: 1055.996338
	Iteration 7Q: 3 clusters Score -5769032 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 108414 members 
Entering Unmasked Estep 
Score: -5770508.500000 Penalty: 1055.996338
	Iteration 8Q: 3 clusters Score -5770508 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 109142 members 
Entering Unmasked Estep 
Score: -5771017.000000 Penalty: 1055.996338
	Iteration 9Q: 3 clusters Score -5771017 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -5771178.000000 Penalty: 1055.996338
	Iteration 10Q: 3 clusters Score -5771178 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -5771251.500000 Penalty: 1055.996338
	Iteration 11Q: 3 clusters Score -5771252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 109492 members 
Entering Unmasked Estep 
Score: -5771280.500000 Penalty: 1055.996338
	Iteration 12Q: 3 clusters Score -5771280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 109500 members 
Entering Unmasked Estep 
Score: -5771313.000000 Penalty: 1055.996338
	Iteration 13Q: 3 clusters Score -5771313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 109503 members 
Entering Unmasked Estep 
Score: -5771335.500000 Penalty: 1055.996338
	Iteration 14Q: 3 clusters Score -5771336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 109499 members 
Entering Unmasked Estep 
Score: -5771341.500000 Penalty: 1055.996338
	Iteration 15Q: 3 clusters Score -5771342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 109493 members 
Entering Unmasked Estep 
Score: -5771339.500000 Penalty: 1055.996338
	Iteration 16Q: 3 clusters Score -5771340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 109490 members 
Entering Unmasked Estep 
Score: -5771343.500000 Penalty: 1055.996338
	Iteration 17Q: 3 clusters Score -5771344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 109485 members 
Entering Unmasked Estep 
Score: -5771343.500000 Penalty: 1055.996338
	Iteration 18Q: 3 clusters Score -5771344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109481 members 
Entering Unmasked Estep 
Score: -5771353.000000 Penalty: 1055.996338
	Iteration 19Q: 3 clusters Score -5771353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109477 members 
Entering Unmasked Estep 
Score: -5771353.000000 Penalty: 1055.996338
	Iteration 20F: 3 clusters Score -5771353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 109473 members 
Entering Unmasked Estep 
Score: -5771358.000000 Penalty: 1055.996338
	Iteration 21Q: 3 clusters Score -5771358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 109469 members 
Entering Unmasked Estep 
Score: -5771355.000000 Penalty: 1055.996338
	Iteration 22Q: 3 clusters Score -5771355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -5771356.500000 Penalty: 1055.996338
	Iteration 23Q: 3 clusters Score -5771356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -5771352.000000 Penalty: 1055.996338
	Iteration 24Q: 3 clusters Score -5771352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -5771354.500000 Penalty: 1055.996338
	Iteration 25Q: 3 clusters Score -5771354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109465 members 
Entering Unmasked Estep 
Score: -5771354.500000 Penalty: 1055.996338
	Iteration 26F: 3 clusters Score -5771354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -114637.859375 Penalty: 356.787933
	Iteration 0F: 2 clusters Score -114637.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -112947.609375 Penalty: 713.575867
	Iteration 0F: 3 clusters Score -112947.6 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -113927.203125 Penalty: 713.575867
	Iteration 1F: 3 clusters Score -113927.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -114336.429688 Penalty: 713.575867
	Iteration 2F: 3 clusters Score -114336.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -114787.664062 Penalty: 713.575867
	Iteration 3F: 3 clusters Score -114787.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -115091.593750 Penalty: 713.575867
	Iteration 4F: 3 clusters Score -115091.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -115218.375000 Penalty: 713.575867
	Iteration 5Q: 3 clusters Score -115218.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -115261.781250 Penalty: 713.575867
	Iteration 6Q: 3 clusters Score -115261.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -115280.296875 Penalty: 713.575867
	Iteration 7Q: 3 clusters Score -115280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -115282.976562 Penalty: 713.575867
	Iteration 8Q: 3 clusters Score -115283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -115286.257812 Penalty: 713.575867
	Iteration 9Q: 3 clusters Score -115286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -115286.617188 Penalty: 713.575867
	Iteration 10Q: 3 clusters Score -115286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -115286.617188 Penalty: 713.575867
	Iteration 11F: 3 clusters Score -115286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 88964 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 24139 members 
Mstep: Class 15 contains 157492 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 99637 members 
Mstep: Class 26 contains 20576 members 
Mstep: Class 27 contains 164282 members 
Mstep: Class 28 contains 134717 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 144467 members 
Mstep: Class 32 contains 32614 members 
Mstep: Class 33 contains 94 members 
Entering Unmasked Estep 
Score: -87346432.000000 Penalty: 21567.242188
Splitting cluster 13 changes total score from -87345376.000000 to -87346432.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 14 (24139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Entering Unmasked Estep 
Score: -1309518.500000 Penalty: 459.167084
	Iteration 0F: 2 clusters Score -1309518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1293383.750000 Penalty: 918.334167
	Iteration 0F: 3 clusters Score -1293384 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1299985.500000 Penalty: 918.334167
	Iteration 1F: 3 clusters Score -1299986 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1300688.250000 Penalty: 918.334167
	Iteration 2F: 3 clusters Score -1300688 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1301831.875000 Penalty: 918.334167
	Iteration 3F: 3 clusters Score -1301832 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1303553.250000 Penalty: 918.334167
	Iteration 4F: 3 clusters Score -1303553 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -1305737.750000 Penalty: 918.334167
	Iteration 5F: 3 clusters Score -1305738 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -1307437.750000 Penalty: 918.334167
	Iteration 6F: 3 clusters Score -1307438 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -1308235.250000 Penalty: 918.334167
	Iteration 7Q: 3 clusters Score -1308235 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -1308561.875000 Penalty: 918.334167
	Iteration 8Q: 3 clusters Score -1308562 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -1308749.000000 Penalty: 918.334167
	Iteration 9Q: 3 clusters Score -1308749 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -1308873.500000 Penalty: 918.334167
	Iteration 10Q: 3 clusters Score -1308874 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -1308966.500000 Penalty: 918.334167
	Iteration 11Q: 3 clusters Score -1308966 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -1309033.250000 Penalty: 918.334167
	Iteration 12Q: 3 clusters Score -1309033 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -1309092.000000 Penalty: 918.334167
	Iteration 13Q: 3 clusters Score -1309092 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -1309147.125000 Penalty: 918.334167
	Iteration 14Q: 3 clusters Score -1309147 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -1309196.125000 Penalty: 918.334167
	Iteration 15Q: 3 clusters Score -1309196 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -1309241.000000 Penalty: 918.334167
	Iteration 16Q: 3 clusters Score -1309241 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -1309284.125000 Penalty: 918.334167
	Iteration 17Q: 3 clusters Score -1309284 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -1309323.500000 Penalty: 918.334167
	Iteration 18Q: 3 clusters Score -1309324 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -1309355.000000 Penalty: 918.334167
	Iteration 19Q: 3 clusters Score -1309355 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -1309392.500000 Penalty: 918.334167
	Iteration 20F: 3 clusters Score -1309392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -1309420.250000 Penalty: 918.334167
	Iteration 21Q: 3 clusters Score -1309420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -1309436.250000 Penalty: 918.334167
	Iteration 22Q: 3 clusters Score -1309436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -1309449.250000 Penalty: 918.334167
	Iteration 23Q: 3 clusters Score -1309449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -1309459.875000 Penalty: 918.334167
	Iteration 24Q: 3 clusters Score -1309460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -1309473.250000 Penalty: 918.334167
	Iteration 25Q: 3 clusters Score -1309473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -1309485.750000 Penalty: 918.334167
	Iteration 26Q: 3 clusters Score -1309486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -1309488.625000 Penalty: 918.334167
	Iteration 27Q: 3 clusters Score -1309489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -1309493.375000 Penalty: 918.334167
	Iteration 28Q: 3 clusters Score -1309493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -1309500.750000 Penalty: 918.334167
	Iteration 29Q: 3 clusters Score -1309501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -1309508.000000 Penalty: 918.334167
	Iteration 30Q: 3 clusters Score -1309508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -1309512.750000 Penalty: 918.334167
	Iteration 31Q: 3 clusters Score -1309513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -1309510.750000 Penalty: 918.334167
	Iteration 32Q: 3 clusters Score -1309511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -1309518.250000 Penalty: 918.334167
	Iteration 33Q: 3 clusters Score -1309518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -1309521.875000 Penalty: 918.334167
	Iteration 34Q: 3 clusters Score -1309522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -1309521.250000 Penalty: 918.334167
	Iteration 35Q: 3 clusters Score -1309521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -1309523.375000 Penalty: 918.334167
	Iteration 36Q: 3 clusters Score -1309523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -1309525.000000 Penalty: 918.334167
	Iteration 37Q: 3 clusters Score -1309525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -1309524.750000 Penalty: 918.334167
	Iteration 38Q: 3 clusters Score -1309525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -1309527.375000 Penalty: 918.334167
	Iteration 39Q: 3 clusters Score -1309527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -1309528.250000 Penalty: 918.334167
	Iteration 40F: 3 clusters Score -1309528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -1309528.625000 Penalty: 918.334167
	Iteration 41Q: 3 clusters Score -1309529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -1309530.750000 Penalty: 918.334167
	Iteration 42Q: 3 clusters Score -1309531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -1309530.750000 Penalty: 918.334167
	Iteration 43Q: 3 clusters Score -1309531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -1309529.875000 Penalty: 918.334167
	Iteration 44Q: 3 clusters Score -1309530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -1309530.625000 Penalty: 918.334167
	Iteration 45Q: 3 clusters Score -1309531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -1309530.625000 Penalty: 918.334167
	Iteration 46F: 3 clusters Score -1309531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 88964 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 157492 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 99637 members 
Mstep: Class 26 contains 20576 members 
Mstep: Class 27 contains 164282 members 
Mstep: Class 28 contains 134717 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 144467 members 
Mstep: Class 32 contains 32614 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 23267 members 
Entering Unmasked Estep 
Score: -87346424.000000 Penalty: 22220.794922
Splitting cluster 14 changes total score from -87345376.000000 to -87346424.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (157492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157492 members 
Entering Unmasked Estep 
Score: -8336690.000000 Penalty: 544.504395
	Iteration 0F: 2 clusters Score -8336690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78716 members 
Mstep: Class 2 contains 78776 members 
Entering Unmasked Estep 
Score: -8246927.500000 Penalty: 1089.008789
	Iteration 0F: 3 clusters Score -8246928 nChanged 77379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70135 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -8299830.500000 Penalty: 1089.008789
	Iteration 1F: 3 clusters Score -8299830 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 94018 members 
Entering Unmasked Estep 
Score: -8303844.000000 Penalty: 1089.008789
	Iteration 2F: 3 clusters Score -8303844 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 101512 members 
Entering Unmasked Estep 
Score: -8307321.000000 Penalty: 1089.008789
	Iteration 3F: 3 clusters Score -8307321 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 109145 members 
Entering Unmasked Estep 
Score: -8311003.000000 Penalty: 1089.008789
	Iteration 4F: 3 clusters Score -8311003 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 116716 members 
Entering Unmasked Estep 
Score: -8315269.500000 Penalty: 1089.008789
	Iteration 5F: 3 clusters Score -8315270 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 123613 members 
Entering Unmasked Estep 
Score: -8322055.500000 Penalty: 1089.008789
	Iteration 6Q: 3 clusters Score -8322056 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 128756 members 
Entering Unmasked Estep 
Score: -8330119.500000 Penalty: 1089.008789
	Iteration 7Q: 3 clusters Score -8330120 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 131399 members 
Entering Unmasked Estep 
Score: -8333244.500000 Penalty: 1089.008789
	Iteration 8Q: 3 clusters Score -8333244 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 133375 members 
Entering Unmasked Estep 
Score: -8334081.500000 Penalty: 1089.008789
	Iteration 9Q: 3 clusters Score -8334082 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 135142 members 
Entering Unmasked Estep 
Score: -8334493.500000 Penalty: 1089.008789
	Iteration 10Q: 3 clusters Score -8334494 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 136810 members 
Entering Unmasked Estep 
Score: -8334907.000000 Penalty: 1089.008789
	Iteration 11Q: 3 clusters Score -8334907 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 138425 members 
Entering Unmasked Estep 
Score: -8335256.000000 Penalty: 1089.008789
	Iteration 12Q: 3 clusters Score -8335256 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 139877 members 
Entering Unmasked Estep 
Score: -8335514.000000 Penalty: 1089.008789
	Iteration 13Q: 3 clusters Score -8335514 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 141249 members 
Entering Unmasked Estep 
Score: -8335774.500000 Penalty: 1089.008789
	Iteration 14Q: 3 clusters Score -8335774 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 142525 members 
Entering Unmasked Estep 
Score: -8335906.500000 Penalty: 1089.008789
	Iteration 15Q: 3 clusters Score -8335906 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 143767 members 
Entering Unmasked Estep 
Score: -8336055.500000 Penalty: 1089.008789
	Iteration 16Q: 3 clusters Score -8336056 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 144973 members 
Entering Unmasked Estep 
Score: -8336230.000000 Penalty: 1089.008789
	Iteration 17Q: 3 clusters Score -8336230 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 146094 members 
Entering Unmasked Estep 
Score: -8336286.500000 Penalty: 1089.008789
	Iteration 18Q: 3 clusters Score -8336286 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 147207 members 
Entering Unmasked Estep 
Score: -8336336.500000 Penalty: 1089.008789
	Iteration 19Q: 3 clusters Score -8336336 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 148277 members 
Entering Unmasked Estep 
Score: -8336389.500000 Penalty: 1089.008789
	Iteration 20F: 3 clusters Score -8336390 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 149248 members 
Entering Unmasked Estep 
Score: -8336451.500000 Penalty: 1089.008789
	Iteration 21Q: 3 clusters Score -8336452 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 150101 members 
Entering Unmasked Estep 
Score: -8336544.500000 Penalty: 1089.008789
	Iteration 22Q: 3 clusters Score -8336544 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -8336623.500000 Penalty: 1089.008789
	Iteration 23Q: 3 clusters Score -8336624 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 151452 members 
Entering Unmasked Estep 
Score: -8336679.000000 Penalty: 1089.008789
	Iteration 24Q: 3 clusters Score -8336679 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 151973 members 
Entering Unmasked Estep 
Score: -8336822.000000 Penalty: 1089.008789
	Iteration 25Q: 3 clusters Score -8336822 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 152398 members 
Entering Unmasked Estep 
Score: -8337024.500000 Penalty: 1089.008789
	Iteration 26Q: 3 clusters Score -8337024 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -8337253.500000 Penalty: 1089.008789
	Iteration 27Q: 3 clusters Score -8337254 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 152962 members 
Entering Unmasked Estep 
Score: -8337424.000000 Penalty: 1089.008789
	Iteration 28Q: 3 clusters Score -8337424 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 153171 members 
Entering Unmasked Estep 
Score: -8337617.000000 Penalty: 1089.008789
	Iteration 29Q: 3 clusters Score -8337617 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 153336 members 
Entering Unmasked Estep 
Score: -8337781.500000 Penalty: 1089.008789
	Iteration 30Q: 3 clusters Score -8337782 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 153453 members 
Entering Unmasked Estep 
Score: -8337958.500000 Penalty: 1089.008789
	Iteration 31Q: 3 clusters Score -8337958 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 153543 members 
Entering Unmasked Estep 
Score: -8338101.000000 Penalty: 1089.008789
	Iteration 32Q: 3 clusters Score -8338101 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 153573 members 
Entering Unmasked Estep 
Score: -8338237.500000 Penalty: 1089.008789
	Iteration 33Q: 3 clusters Score -8338238 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -8338347.500000 Penalty: 1089.008789
	Iteration 34Q: 3 clusters Score -8338348 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 153571 members 
Entering Unmasked Estep 
Score: -8338437.000000 Penalty: 1089.008789
	Iteration 35Q: 3 clusters Score -8338437 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 153551 members 
Entering Unmasked Estep 
Score: -8338498.500000 Penalty: 1089.008789
	Iteration 36Q: 3 clusters Score -8338498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 153539 members 
Entering Unmasked Estep 
Score: -8338533.000000 Penalty: 1089.008789
	Iteration 37Q: 3 clusters Score -8338533 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 153534 members 
Entering Unmasked Estep 
Score: -8338559.000000 Penalty: 1089.008789
	Iteration 38Q: 3 clusters Score -8338559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 153535 members 
Entering Unmasked Estep 
Score: -8338584.500000 Penalty: 1089.008789
	Iteration 39Q: 3 clusters Score -8338584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 153538 members 
Entering Unmasked Estep 
Score: -8338590.000000 Penalty: 1089.008789
	Iteration 40F: 3 clusters Score -8338590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 153536 members 
Entering Unmasked Estep 
Score: -8338604.000000 Penalty: 1089.008789
	Iteration 41Q: 3 clusters Score -8338604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 153533 members 
Entering Unmasked Estep 
Score: -8338619.000000 Penalty: 1089.008789
	Iteration 42Q: 3 clusters Score -8338619 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 153538 members 
Entering Unmasked Estep 
Score: -8338640.500000 Penalty: 1089.008789
	Iteration 43Q: 3 clusters Score -8338640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 153546 members 
Entering Unmasked Estep 
Score: -8338631.000000 Penalty: 1089.008789
	Iteration 44Q: 3 clusters Score -8338631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 153552 members 
Entering Unmasked Estep 
Score: -8338645.500000 Penalty: 1089.008789
	Iteration 45Q: 3 clusters Score -8338646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 153558 members 
Entering Unmasked Estep 
Score: -8338637.000000 Penalty: 1089.008789
	Iteration 46Q: 3 clusters Score -8338637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 153563 members 
Entering Unmasked Estep 
Score: -8338640.500000 Penalty: 1089.008789
	Iteration 47Q: 3 clusters Score -8338640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 153569 members 
Entering Unmasked Estep 
Score: -8338641.500000 Penalty: 1089.008789
	Iteration 48Q: 3 clusters Score -8338642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 153570 members 
Entering Unmasked Estep 
Score: -8338640.500000 Penalty: 1089.008789
	Iteration 49Q: 3 clusters Score -8338640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 153568 members 
Entering Unmasked Estep 
Score: -8338642.000000 Penalty: 1089.008789
	Iteration 50Q: 3 clusters Score -8338642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 153566 members 
Entering Unmasked Estep 
Score: -8338649.000000 Penalty: 1089.008789
	Iteration 51Q: 3 clusters Score -8338649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 153564 members 
Entering Unmasked Estep 
Score: -8338649.000000 Penalty: 1089.008789
	Iteration 52Q: 3 clusters Score -8338649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 153562 members 
Entering Unmasked Estep 
Score: -8338646.500000 Penalty: 1089.008789
	Iteration 53Q: 3 clusters Score -8338646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 153560 members 
Entering Unmasked Estep 
Score: -8338655.500000 Penalty: 1089.008789
	Iteration 54Q: 3 clusters Score -8338656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 153557 members 
Entering Unmasked Estep 
Score: -8338663.000000 Penalty: 1089.008789
	Iteration 55Q: 3 clusters Score -8338663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 153554 members 
Entering Unmasked Estep 
Score: -8338668.500000 Penalty: 1089.008789
	Iteration 56Q: 3 clusters Score -8338668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 153555 members 
Entering Unmasked Estep 
Score: -8338667.000000 Penalty: 1089.008789
	Iteration 57Q: 3 clusters Score -8338667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 153555 members 
Entering Unmasked Estep 
Score: -8338667.000000 Penalty: 1089.008789
	Iteration 58F: 3 clusters Score -8338667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 88964 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 99637 members 
Mstep: Class 26 contains 20576 members 
Mstep: Class 27 contains 164282 members 
Mstep: Class 28 contains 134717 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 144467 members 
Mstep: Class 32 contains 32614 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 23267 members 
Mstep: Class 35 contains 153555 members 
Entering Unmasked Estep 
Score: -87348664.000000 Penalty: 22874.347656
Splitting cluster 15 changes total score from -87345376.000000 to -87348664.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (90442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90442 members 
Entering Unmasked Estep 
Score: -5011506.500000 Penalty: 519.267090
	Iteration 0F: 2 clusters Score -5011506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -4951624.000000 Penalty: 1038.534180
	Iteration 0F: 3 clusters Score -4951624 nChanged 44087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -4978745.000000 Penalty: 1038.534180
	Iteration 1F: 3 clusters Score -4978745 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -4980824.000000 Penalty: 1038.534180
	Iteration 2Q: 3 clusters Score -4980824 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -4984329.000000 Penalty: 1038.534180
	Iteration 3F: 3 clusters Score -4984329 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -4989371.500000 Penalty: 1038.534180
	Iteration 4F: 3 clusters Score -4989372 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -4995082.000000 Penalty: 1038.534180
	Iteration 5F: 3 clusters Score -4995082 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -4999213.500000 Penalty: 1038.534180
	Iteration 6F: 3 clusters Score -4999214 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -5001615.500000 Penalty: 1038.534180
	Iteration 7Q: 3 clusters Score -5001616 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 77974 members 
Entering Unmasked Estep 
Score: -5003064.500000 Penalty: 1038.534180
	Iteration 8Q: 3 clusters Score -5003064 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -5004261.500000 Penalty: 1038.534180
	Iteration 9Q: 3 clusters Score -5004262 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -5005407.500000 Penalty: 1038.534180
	Iteration 10Q: 3 clusters Score -5005408 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -5006434.500000 Penalty: 1038.534180
	Iteration 11Q: 3 clusters Score -5006434 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -5007403.000000 Penalty: 1038.534180
	Iteration 12Q: 3 clusters Score -5007403 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 86591 members 
Entering Unmasked Estep 
Score: -5008237.000000 Penalty: 1038.534180
	Iteration 13Q: 3 clusters Score -5008237 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 87638 members 
Entering Unmasked Estep 
Score: -5008906.500000 Penalty: 1038.534180
	Iteration 14Q: 3 clusters Score -5008906 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -5009458.500000 Penalty: 1038.534180
	Iteration 15Q: 3 clusters Score -5009458 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 89114 members 
Entering Unmasked Estep 
Score: -5009995.000000 Penalty: 1038.534180
	Iteration 16Q: 3 clusters Score -5009995 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 89620 members 
Entering Unmasked Estep 
Score: -5010390.500000 Penalty: 1038.534180
	Iteration 17Q: 3 clusters Score -5010390 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -5010664.000000 Penalty: 1038.534180
	Iteration 18Q: 3 clusters Score -5010664 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 90174 members 
Entering Unmasked Estep 
Score: -5010853.500000 Penalty: 1038.534180
	Iteration 19Q: 3 clusters Score -5010854 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -5010955.500000 Penalty: 1038.534180
	Iteration 20F: 3 clusters Score -5010956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 90327 members 
Entering Unmasked Estep 
Score: -5010985.500000 Penalty: 1038.534180
	Iteration 21Q: 3 clusters Score -5010986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -5011016.500000 Penalty: 1038.534180
	Iteration 22Q: 3 clusters Score -5011016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -5011027.500000 Penalty: 1038.534180
	Iteration 23Q: 3 clusters Score -5011028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -5011031.000000 Penalty: 1038.534180
	Iteration 24Q: 3 clusters Score -5011031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 90370 members 
Entering Unmasked Estep 
Score: -5011037.500000 Penalty: 1038.534180
	Iteration 25Q: 3 clusters Score -5011038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -5011039.000000 Penalty: 1038.534180
	Iteration 26Q: 3 clusters Score -5011039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -5011039.000000 Penalty: 1038.534180
	Iteration 27F: 3 clusters Score -5011039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -66900.195312 Penalty: 327.175781
	Iteration 0F: 2 clusters Score -66900.2 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 644 members 
Entering Unmasked Estep 
Score: -65884.843750 Penalty: 654.351562
	Iteration 0F: 3 clusters Score -65884.84 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -66195.414062 Penalty: 654.351562
	Iteration 1F: 3 clusters Score -66195.41 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -66269.625000 Penalty: 654.351562
	Iteration 2F: 3 clusters Score -66269.62 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -66322.062500 Penalty: 654.351562
	Iteration 3F: 3 clusters Score -66322.06 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -66376.656250 Penalty: 654.351562
	Iteration 4F: 3 clusters Score -66376.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -66438.656250 Penalty: 654.351562
	Iteration 5F: 3 clusters Score -66438.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -66502.968750 Penalty: 654.351562
	Iteration 6Q: 3 clusters Score -66502.97 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -66564.789062 Penalty: 654.351562
	Iteration 7F: 3 clusters Score -66564.79 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -66613.679688 Penalty: 654.351562
	Iteration 8F: 3 clusters Score -66613.68 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -66656.820312 Penalty: 654.351562
	Iteration 9Q: 3 clusters Score -66656.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -66691.609375 Penalty: 654.351562
	Iteration 10Q: 3 clusters Score -66691.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -66715.664062 Penalty: 654.351562
	Iteration 11Q: 3 clusters Score -66715.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -66733.109375 Penalty: 654.351562
	Iteration 12Q: 3 clusters Score -66733.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -66742.585938 Penalty: 654.351562
	Iteration 13Q: 3 clusters Score -66742.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -66748.375000 Penalty: 654.351562
	Iteration 14Q: 3 clusters Score -66748.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -66750.742188 Penalty: 654.351562
	Iteration 15Q: 3 clusters Score -66750.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -66751.390625 Penalty: 654.351562
	Iteration 16Q: 3 clusters Score -66751.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -66751.851562 Penalty: 654.351562
	Iteration 17Q: 3 clusters Score -66751.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -66752.335938 Penalty: 654.351562
	Iteration 18Q: 3 clusters Score -66752.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -66752.359375 Penalty: 654.351562
	Iteration 19Q: 3 clusters Score -66752.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -66752.359375 Penalty: 654.351562
	Iteration 20F: 3 clusters Score -66752.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -38215.242188 Penalty: 299.921173
	Iteration 0F: 2 clusters Score -38215.24 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 352 members 
Entering Unmasked Estep 
Score: -37574.640625 Penalty: 599.842346
	Iteration 0F: 3 clusters Score -37574.64 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -37763.738281 Penalty: 599.842346
	Iteration 1F: 3 clusters Score -37763.74 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37848.277344 Penalty: 599.842346
	Iteration 2F: 3 clusters Score -37848.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37901.855469 Penalty: 599.842346
	Iteration 3F: 3 clusters Score -37901.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37937.148438 Penalty: 599.842346
	Iteration 4F: 3 clusters Score -37937.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -37965.753906 Penalty: 599.842346
	Iteration 5F: 3 clusters Score -37965.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -37977.347656 Penalty: 599.842346
	Iteration 6Q: 3 clusters Score -37977.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -37984.320312 Penalty: 599.842346
	Iteration 7Q: 3 clusters Score -37984.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -37989.964844 Penalty: 599.842346
	Iteration 8Q: 3 clusters Score -37989.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -37997.046875 Penalty: 599.842346
	Iteration 9Q: 3 clusters Score -37997.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -38003.464844 Penalty: 599.842346
	Iteration 10Q: 3 clusters Score -38003.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38006.531250 Penalty: 599.842346
	Iteration 11Q: 3 clusters Score -38006.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -38014.007812 Penalty: 599.842346
	Iteration 12Q: 3 clusters Score -38014.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -38019.695312 Penalty: 599.842346
	Iteration 13Q: 3 clusters Score -38019.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -38024.960938 Penalty: 599.842346
	Iteration 14Q: 3 clusters Score -38024.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38028.835938 Penalty: 599.842346
	Iteration 15Q: 3 clusters Score -38028.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38032.222656 Penalty: 599.842346
	Iteration 16Q: 3 clusters Score -38032.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -38033.371094 Penalty: 599.842346
	Iteration 17Q: 3 clusters Score -38033.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -38033.371094 Penalty: 599.842346
	Iteration 18F: 3 clusters Score -38033.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Entering Unmasked Estep 
Score: -445027.000000 Penalty: 409.606079
	Iteration 0F: 2 clusters Score -445027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -439587.218750 Penalty: 819.212158
	Iteration 0F: 3 clusters Score -439587.2 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -441831.187500 Penalty: 819.212158
	Iteration 1F: 3 clusters Score -441831.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -442102.375000 Penalty: 819.212158
	Iteration 2F: 3 clusters Score -442102.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -442445.593750 Penalty: 819.212158
	Iteration 3F: 3 clusters Score -442445.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -442891.156250 Penalty: 819.212158
	Iteration 4F: 3 clusters Score -442891.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -443423.875000 Penalty: 819.212158
	Iteration 5F: 3 clusters Score -443423.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -443862.312500 Penalty: 819.212158
	Iteration 6F: 3 clusters Score -443862.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -444061.500000 Penalty: 819.212158
	Iteration 7Q: 3 clusters Score -444061.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -444143.156250 Penalty: 819.212158
	Iteration 8Q: 3 clusters Score -444143.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -444176.406250 Penalty: 819.212158
	Iteration 9Q: 3 clusters Score -444176.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -444188.875000 Penalty: 819.212158
	Iteration 10Q: 3 clusters Score -444188.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -444192.718750 Penalty: 819.212158
	Iteration 11Q: 3 clusters Score -444192.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -444197.812500 Penalty: 819.212158
	Iteration 12Q: 3 clusters Score -444197.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -444201.812500 Penalty: 819.212158
	Iteration 13Q: 3 clusters Score -444201.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -444205.218750 Penalty: 819.212158
	Iteration 14Q: 3 clusters Score -444205.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -444205.500000 Penalty: 819.212158
	Iteration 15Q: 3 clusters Score -444205.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -444205.750000 Penalty: 819.212158
	Iteration 16Q: 3 clusters Score -444205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -444207.375000 Penalty: 819.212158
	Iteration 17Q: 3 clusters Score -444207.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -444208.125000 Penalty: 819.212158
	Iteration 18Q: 3 clusters Score -444208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -444208.656250 Penalty: 819.212158
	Iteration 19Q: 3 clusters Score -444208.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -444208.000000 Penalty: 819.212158
	Iteration 20F: 3 clusters Score -444208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -444208.468750 Penalty: 819.212158
	Iteration 21Q: 3 clusters Score -444208.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -444209.687500 Penalty: 819.212158
	Iteration 22Q: 3 clusters Score -444209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -444209.875000 Penalty: 819.212158
	Iteration 23Q: 3 clusters Score -444209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -444210.281250 Penalty: 819.212158
	Iteration 24Q: 3 clusters Score -444210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -444211.000000 Penalty: 819.212158
	Iteration 25Q: 3 clusters Score -444211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -444212.500000 Penalty: 819.212158
	Iteration 26Q: 3 clusters Score -444212.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -444211.718750 Penalty: 819.212158
	Iteration 27Q: 3 clusters Score -444211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -444211.687500 Penalty: 819.212158
	Iteration 28Q: 3 clusters Score -444211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -444212.562500 Penalty: 819.212158
	Iteration 29Q: 3 clusters Score -444212.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -444214.906250 Penalty: 819.212158
	Iteration 30Q: 3 clusters Score -444214.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -444214.906250 Penalty: 819.212158
	Iteration 31Q: 3 clusters Score -444214.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -444217.406250 Penalty: 819.212158
	Iteration 32Q: 3 clusters Score -444217.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -444218.500000 Penalty: 819.212158
	Iteration 33Q: 3 clusters Score -444218.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -444217.625000 Penalty: 819.212158
	Iteration 34Q: 3 clusters Score -444217.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -444218.656250 Penalty: 819.212158
	Iteration 35Q: 3 clusters Score -444218.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -444220.000000 Penalty: 819.212158
	Iteration 36Q: 3 clusters Score -444220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -444219.468750 Penalty: 819.212158
	Iteration 37Q: 3 clusters Score -444219.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -444219.593750 Penalty: 819.212158
	Iteration 38Q: 3 clusters Score -444219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -444219.375000 Penalty: 819.212158
	Iteration 39Q: 3 clusters Score -444219.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -444220.406250 Penalty: 819.212158
	Iteration 40F: 3 clusters Score -444220.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -444221.156250 Penalty: 819.212158
	Iteration 41Q: 3 clusters Score -444221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -444221.343750 Penalty: 819.212158
	Iteration 42Q: 3 clusters Score -444221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -444220.968750 Penalty: 819.212158
	Iteration 43Q: 3 clusters Score -444221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -444220.968750 Penalty: 819.212158
	Iteration 44F: 3 clusters Score -444221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -166313.187500 Penalty: 365.011963
	Iteration 0F: 2 clusters Score -166313.2 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 1541 members 
Entering Unmasked Estep 
Score: -164137.390625 Penalty: 730.023926
	Iteration 0F: 3 clusters Score -164137.4 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -164848.859375 Penalty: 730.023926
	Iteration 1F: 3 clusters Score -164848.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -164954.687500 Penalty: 730.023926
	Iteration 2F: 3 clusters Score -164954.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -165066.265625 Penalty: 730.023926
	Iteration 3F: 3 clusters Score -165066.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -165175.453125 Penalty: 730.023926
	Iteration 4F: 3 clusters Score -165175.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -165270.015625 Penalty: 730.023926
	Iteration 5F: 3 clusters Score -165270 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -165371.609375 Penalty: 730.023926
	Iteration 6Q: 3 clusters Score -165371.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -165472.734375 Penalty: 730.023926
	Iteration 7Q: 3 clusters Score -165472.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -165552.171875 Penalty: 730.023926
	Iteration 8Q: 3 clusters Score -165552.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -165597.109375 Penalty: 730.023926
	Iteration 9Q: 3 clusters Score -165597.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -165628.515625 Penalty: 730.023926
	Iteration 10Q: 3 clusters Score -165628.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -165652.453125 Penalty: 730.023926
	Iteration 11Q: 3 clusters Score -165652.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -165666.187500 Penalty: 730.023926
	Iteration 12Q: 3 clusters Score -165666.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -165683.609375 Penalty: 730.023926
	Iteration 13Q: 3 clusters Score -165683.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -165695.296875 Penalty: 730.023926
	Iteration 14Q: 3 clusters Score -165695.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -165706.437500 Penalty: 730.023926
	Iteration 15Q: 3 clusters Score -165706.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -165722.312500 Penalty: 730.023926
	Iteration 16Q: 3 clusters Score -165722.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -165742.015625 Penalty: 730.023926
	Iteration 17Q: 3 clusters Score -165742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -165759.921875 Penalty: 730.023926
	Iteration 18Q: 3 clusters Score -165759.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -165777.562500 Penalty: 730.023926
	Iteration 19Q: 3 clusters Score -165777.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -165795.578125 Penalty: 730.023926
	Iteration 20F: 3 clusters Score -165795.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -165811.140625 Penalty: 730.023926
	Iteration 21Q: 3 clusters Score -165811.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -165826.750000 Penalty: 730.023926
	Iteration 22Q: 3 clusters Score -165826.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -165838.546875 Penalty: 730.023926
	Iteration 23Q: 3 clusters Score -165838.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -165848.937500 Penalty: 730.023926
	Iteration 24Q: 3 clusters Score -165848.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -165858.812500 Penalty: 730.023926
	Iteration 25Q: 3 clusters Score -165858.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -165869.406250 Penalty: 730.023926
	Iteration 26Q: 3 clusters Score -165869.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -165884.531250 Penalty: 730.023926
	Iteration 27Q: 3 clusters Score -165884.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -165900.296875 Penalty: 730.023926
	Iteration 28Q: 3 clusters Score -165900.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -165911.859375 Penalty: 730.023926
	Iteration 29Q: 3 clusters Score -165911.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -165928.890625 Penalty: 730.023926
	Iteration 30Q: 3 clusters Score -165928.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -165945.828125 Penalty: 730.023926
	Iteration 31Q: 3 clusters Score -165945.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -165958.796875 Penalty: 730.023926
	Iteration 32Q: 3 clusters Score -165958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -165965.546875 Penalty: 730.023926
	Iteration 33Q: 3 clusters Score -165965.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -165972.328125 Penalty: 730.023926
	Iteration 34Q: 3 clusters Score -165972.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -165977.515625 Penalty: 730.023926
	Iteration 35Q: 3 clusters Score -165977.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -165980.640625 Penalty: 730.023926
	Iteration 36Q: 3 clusters Score -165980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -165983.921875 Penalty: 730.023926
	Iteration 37Q: 3 clusters Score -165983.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -165987.375000 Penalty: 730.023926
	Iteration 38Q: 3 clusters Score -165987.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -165988.703125 Penalty: 730.023926
	Iteration 39Q: 3 clusters Score -165988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -165989.296875 Penalty: 730.023926
	Iteration 40F: 3 clusters Score -165989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -165990.656250 Penalty: 730.023926
	Iteration 41Q: 3 clusters Score -165990.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -165993.593750 Penalty: 730.023926
	Iteration 42Q: 3 clusters Score -165993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -165994.671875 Penalty: 730.023926
	Iteration 43Q: 3 clusters Score -165994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -165994.671875 Penalty: 730.023926
	Iteration 44F: 3 clusters Score -165994.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Entering Unmasked Estep 
Score: -1044396.125000 Penalty: 448.575562
	Iteration 0F: 2 clusters Score -1044396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1031483.312500 Penalty: 897.151123
	Iteration 0F: 3 clusters Score -1031483 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1036740.062500 Penalty: 897.151123
	Iteration 1F: 3 clusters Score -1036740 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1037047.625000 Penalty: 897.151123
	Iteration 2Q: 3 clusters Score -1037048 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1037486.062500 Penalty: 897.151123
	Iteration 3Q: 3 clusters Score -1037486 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1038107.500000 Penalty: 897.151123
	Iteration 4F: 3 clusters Score -1038108 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1038929.312500 Penalty: 897.151123
	Iteration 5F: 3 clusters Score -1038929 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1039932.625000 Penalty: 897.151123
	Iteration 6F: 3 clusters Score -1039933 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1040900.687500 Penalty: 897.151123
	Iteration 7F: 3 clusters Score -1040901 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1041646.312500 Penalty: 897.151123
	Iteration 8Q: 3 clusters Score -1041646 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1042159.625000 Penalty: 897.151123
	Iteration 9Q: 3 clusters Score -1042160 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1042560.187500 Penalty: 897.151123
	Iteration 10Q: 3 clusters Score -1042560 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -1042852.500000 Penalty: 897.151123
	Iteration 11Q: 3 clusters Score -1042852 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1043046.750000 Penalty: 897.151123
	Iteration 12Q: 3 clusters Score -1043047 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1043209.312500 Penalty: 897.151123
	Iteration 13Q: 3 clusters Score -1043209 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1043376.687500 Penalty: 897.151123
	Iteration 14Q: 3 clusters Score -1043377 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1043504.750000 Penalty: 897.151123
	Iteration 15Q: 3 clusters Score -1043505 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -1043617.625000 Penalty: 897.151123
	Iteration 16Q: 3 clusters Score -1043618 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1043728.875000 Penalty: 897.151123
	Iteration 17Q: 3 clusters Score -1043729 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1043801.250000 Penalty: 897.151123
	Iteration 18Q: 3 clusters Score -1043801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1043849.750000 Penalty: 897.151123
	Iteration 19Q: 3 clusters Score -1043850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1043879.875000 Penalty: 897.151123
	Iteration 20F: 3 clusters Score -1043880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -1043909.250000 Penalty: 897.151123
	Iteration 21Q: 3 clusters Score -1043909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -1043923.687500 Penalty: 897.151123
	Iteration 22Q: 3 clusters Score -1043924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -1043937.187500 Penalty: 897.151123
	Iteration 23Q: 3 clusters Score -1043937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -1043954.437500 Penalty: 897.151123
	Iteration 24Q: 3 clusters Score -1043954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -1043970.937500 Penalty: 897.151123
	Iteration 25Q: 3 clusters Score -1043971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -1043988.187500 Penalty: 897.151123
	Iteration 26Q: 3 clusters Score -1043988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -1043999.375000 Penalty: 897.151123
	Iteration 27Q: 3 clusters Score -1043999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -1044008.562500 Penalty: 897.151123
	Iteration 28Q: 3 clusters Score -1044009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1044011.125000 Penalty: 897.151123
	Iteration 29Q: 3 clusters Score -1044011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -1044011.687500 Penalty: 897.151123
	Iteration 30Q: 3 clusters Score -1044012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1044011.750000 Penalty: 897.151123
	Iteration 31Q: 3 clusters Score -1044012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1044011.750000 Penalty: 897.151123
	Iteration 32F: 3 clusters Score -1044012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -152801.843750 Penalty: 364.153015
	Iteration 0F: 2 clusters Score -152801.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -150750.718750 Penalty: 728.306030
	Iteration 0F: 3 clusters Score -150750.7 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -151561.484375 Penalty: 728.306030
	Iteration 1F: 3 clusters Score -151561.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -151761.625000 Penalty: 728.306030
	Iteration 2F: 3 clusters Score -151761.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -151913.609375 Penalty: 728.306030
	Iteration 3F: 3 clusters Score -151913.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -152020.640625 Penalty: 728.306030
	Iteration 4F: 3 clusters Score -152020.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -152105.140625 Penalty: 728.306030
	Iteration 5F: 3 clusters Score -152105.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -152176.531250 Penalty: 728.306030
	Iteration 6Q: 3 clusters Score -152176.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -152249.484375 Penalty: 728.306030
	Iteration 7Q: 3 clusters Score -152249.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -152312.171875 Penalty: 728.306030
	Iteration 8Q: 3 clusters Score -152312.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -152360.640625 Penalty: 728.306030
	Iteration 9Q: 3 clusters Score -152360.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -152391.359375 Penalty: 728.306030
	Iteration 10Q: 3 clusters Score -152391.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -152415.921875 Penalty: 728.306030
	Iteration 11Q: 3 clusters Score -152415.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152439.375000 Penalty: 728.306030
	Iteration 12Q: 3 clusters Score -152439.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152462.984375 Penalty: 728.306030
	Iteration 13Q: 3 clusters Score -152463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -152478.671875 Penalty: 728.306030
	Iteration 14Q: 3 clusters Score -152478.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -152493.468750 Penalty: 728.306030
	Iteration 15Q: 3 clusters Score -152493.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152507.250000 Penalty: 728.306030
	Iteration 16Q: 3 clusters Score -152507.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152517.265625 Penalty: 728.306030
	Iteration 17Q: 3 clusters Score -152517.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152526.484375 Penalty: 728.306030
	Iteration 18Q: 3 clusters Score -152526.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152533.828125 Penalty: 728.306030
	Iteration 19Q: 3 clusters Score -152533.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152541.609375 Penalty: 728.306030
	Iteration 20F: 3 clusters Score -152541.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -152547.343750 Penalty: 728.306030
	Iteration 21Q: 3 clusters Score -152547.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -152554.000000 Penalty: 728.306030
	Iteration 22Q: 3 clusters Score -152554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -152558.484375 Penalty: 728.306030
	Iteration 23Q: 3 clusters Score -152558.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -152560.265625 Penalty: 728.306030
	Iteration 24Q: 3 clusters Score -152560.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -152560.656250 Penalty: 728.306030
	Iteration 25Q: 3 clusters Score -152560.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152561.734375 Penalty: 728.306030
	Iteration 26Q: 3 clusters Score -152561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152561.593750 Penalty: 728.306030
	Iteration 27Q: 3 clusters Score -152561.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152561.593750 Penalty: 728.306030
	Iteration 28F: 3 clusters Score -152561.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -340893.562500 Penalty: 398.913483
	Iteration 0F: 2 clusters Score -340893.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -336493.687500 Penalty: 797.826965
	Iteration 0F: 3 clusters Score -336493.7 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -338277.968750 Penalty: 797.826965
	Iteration 1F: 3 clusters Score -338278 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -338625.875000 Penalty: 797.826965
	Iteration 2F: 3 clusters Score -338625.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -339124.062500 Penalty: 797.826965
	Iteration 3F: 3 clusters Score -339124.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -339673.937500 Penalty: 797.826965
	Iteration 4F: 3 clusters Score -339673.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -340116.000000 Penalty: 797.826965
	Iteration 5F: 3 clusters Score -340116 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -340399.843750 Penalty: 797.826965
	Iteration 6Q: 3 clusters Score -340399.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -340564.312500 Penalty: 797.826965
	Iteration 7Q: 3 clusters Score -340564.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -340647.156250 Penalty: 797.826965
	Iteration 8Q: 3 clusters Score -340647.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -340692.500000 Penalty: 797.826965
	Iteration 9Q: 3 clusters Score -340692.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -340719.562500 Penalty: 797.826965
	Iteration 10Q: 3 clusters Score -340719.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -340732.093750 Penalty: 797.826965
	Iteration 11Q: 3 clusters Score -340732.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -340740.875000 Penalty: 797.826965
	Iteration 12Q: 3 clusters Score -340740.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -340746.562500 Penalty: 797.826965
	Iteration 13Q: 3 clusters Score -340746.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -340750.406250 Penalty: 797.826965
	Iteration 14Q: 3 clusters Score -340750.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -340751.500000 Penalty: 797.826965
	Iteration 15Q: 3 clusters Score -340751.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -340753.000000 Penalty: 797.826965
	Iteration 16Q: 3 clusters Score -340753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -340754.343750 Penalty: 797.826965
	Iteration 17Q: 3 clusters Score -340754.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -340755.500000 Penalty: 797.826965
	Iteration 18Q: 3 clusters Score -340755.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -340755.718750 Penalty: 797.826965
	Iteration 19Q: 3 clusters Score -340755.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -340754.968750 Penalty: 797.826965
	Iteration 20F: 3 clusters Score -340755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Entering Unmasked Estep 
Score: -1216377.375000 Penalty: 455.555420
	Iteration 0F: 2 clusters Score -1216377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1201584.500000 Penalty: 911.110840
	Iteration 0F: 3 clusters Score -1201584 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1208262.750000 Penalty: 911.110840
	Iteration 1F: 3 clusters Score -1208263 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1209173.375000 Penalty: 911.110840
	Iteration 2F: 3 clusters Score -1209173 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1210530.500000 Penalty: 911.110840
	Iteration 3F: 3 clusters Score -1210530 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1212081.500000 Penalty: 911.110840
	Iteration 4F: 3 clusters Score -1212082 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1213170.625000 Penalty: 911.110840
	Iteration 5F: 3 clusters Score -1213171 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1213597.750000 Penalty: 911.110840
	Iteration 6Q: 3 clusters Score -1213598 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1213799.625000 Penalty: 911.110840
	Iteration 7Q: 3 clusters Score -1213800 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1213941.000000 Penalty: 911.110840
	Iteration 8Q: 3 clusters Score -1213941 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1214057.375000 Penalty: 911.110840
	Iteration 9Q: 3 clusters Score -1214057 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1214163.750000 Penalty: 911.110840
	Iteration 10Q: 3 clusters Score -1214164 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1214268.625000 Penalty: 911.110840
	Iteration 11Q: 3 clusters Score -1214269 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1214349.125000 Penalty: 911.110840
	Iteration 12Q: 3 clusters Score -1214349 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1214414.000000 Penalty: 911.110840
	Iteration 13Q: 3 clusters Score -1214414 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1214488.375000 Penalty: 911.110840
	Iteration 14Q: 3 clusters Score -1214488 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1214551.250000 Penalty: 911.110840
	Iteration 15Q: 3 clusters Score -1214551 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1214612.375000 Penalty: 911.110840
	Iteration 16Q: 3 clusters Score -1214612 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1214679.125000 Penalty: 911.110840
	Iteration 17Q: 3 clusters Score -1214679 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1214740.875000 Penalty: 911.110840
	Iteration 18Q: 3 clusters Score -1214741 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1214808.000000 Penalty: 911.110840
	Iteration 19Q: 3 clusters Score -1214808 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1214855.000000 Penalty: 911.110840
	Iteration 20F: 3 clusters Score -1214855 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1214899.000000 Penalty: 911.110840
	Iteration 21Q: 3 clusters Score -1214899 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1214944.125000 Penalty: 911.110840
	Iteration 22Q: 3 clusters Score -1214944 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1214998.625000 Penalty: 911.110840
	Iteration 23Q: 3 clusters Score -1214999 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1215060.875000 Penalty: 911.110840
	Iteration 24Q: 3 clusters Score -1215061 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1215126.625000 Penalty: 911.110840
	Iteration 25Q: 3 clusters Score -1215127 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1215196.375000 Penalty: 911.110840
	Iteration 26Q: 3 clusters Score -1215196 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1215265.000000 Penalty: 911.110840
	Iteration 27Q: 3 clusters Score -1215265 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1215313.000000 Penalty: 911.110840
	Iteration 28Q: 3 clusters Score -1215313 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1215362.875000 Penalty: 911.110840
	Iteration 29Q: 3 clusters Score -1215363 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1215407.375000 Penalty: 911.110840
	Iteration 30Q: 3 clusters Score -1215407 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1215444.000000 Penalty: 911.110840
	Iteration 31Q: 3 clusters Score -1215444 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1215486.625000 Penalty: 911.110840
	Iteration 32Q: 3 clusters Score -1215487 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1215524.625000 Penalty: 911.110840
	Iteration 33Q: 3 clusters Score -1215525 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1215557.875000 Penalty: 911.110840
	Iteration 34Q: 3 clusters Score -1215558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1215588.250000 Penalty: 911.110840
	Iteration 35Q: 3 clusters Score -1215588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1215612.625000 Penalty: 911.110840
	Iteration 36Q: 3 clusters Score -1215613 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1215640.750000 Penalty: 911.110840
	Iteration 37Q: 3 clusters Score -1215641 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1215670.875000 Penalty: 911.110840
	Iteration 38Q: 3 clusters Score -1215671 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1215696.750000 Penalty: 911.110840
	Iteration 39Q: 3 clusters Score -1215697 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1215715.500000 Penalty: 911.110840
	Iteration 40F: 3 clusters Score -1215716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1215729.375000 Penalty: 911.110840
	Iteration 41Q: 3 clusters Score -1215729 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1215744.250000 Penalty: 911.110840
	Iteration 42Q: 3 clusters Score -1215744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1215763.500000 Penalty: 911.110840
	Iteration 43Q: 3 clusters Score -1215764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1215773.125000 Penalty: 911.110840
	Iteration 44Q: 3 clusters Score -1215773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1215794.125000 Penalty: 911.110840
	Iteration 45Q: 3 clusters Score -1215794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1215816.500000 Penalty: 911.110840
	Iteration 46Q: 3 clusters Score -1215816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1215829.750000 Penalty: 911.110840
	Iteration 47Q: 3 clusters Score -1215830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1215844.750000 Penalty: 911.110840
	Iteration 48Q: 3 clusters Score -1215845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1215863.875000 Penalty: 911.110840
	Iteration 49Q: 3 clusters Score -1215864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1215871.875000 Penalty: 911.110840
	Iteration 50Q: 3 clusters Score -1215872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1215879.500000 Penalty: 911.110840
	Iteration 51Q: 3 clusters Score -1215880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1215892.250000 Penalty: 911.110840
	Iteration 52Q: 3 clusters Score -1215892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1215910.750000 Penalty: 911.110840
	Iteration 53Q: 3 clusters Score -1215911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1215924.000000 Penalty: 911.110840
	Iteration 54Q: 3 clusters Score -1215924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1215930.375000 Penalty: 911.110840
	Iteration 55Q: 3 clusters Score -1215930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1215934.375000 Penalty: 911.110840
	Iteration 56Q: 3 clusters Score -1215934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1215942.375000 Penalty: 911.110840
	Iteration 57Q: 3 clusters Score -1215942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1215946.500000 Penalty: 911.110840
	Iteration 58Q: 3 clusters Score -1215946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1215948.125000 Penalty: 911.110840
	Iteration 59Q: 3 clusters Score -1215948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1215950.875000 Penalty: 911.110840
	Iteration 60F: 3 clusters Score -1215951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1215951.875000 Penalty: 911.110840
	Iteration 61Q: 3 clusters Score -1215952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1215952.500000 Penalty: 911.110840
	Iteration 62Q: 3 clusters Score -1215952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1215955.000000 Penalty: 911.110840
	Iteration 63Q: 3 clusters Score -1215955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1215956.000000 Penalty: 911.110840
	Iteration 64Q: 3 clusters Score -1215956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1215955.750000 Penalty: 911.110840
	Iteration 65Q: 3 clusters Score -1215956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1215956.000000 Penalty: 911.110840
	Iteration 66Q: 3 clusters Score -1215956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1215955.875000 Penalty: 911.110840
	Iteration 67Q: 3 clusters Score -1215956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1215961.125000 Penalty: 911.110840
	Iteration 68Q: 3 clusters Score -1215961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1215962.750000 Penalty: 911.110840
	Iteration 69Q: 3 clusters Score -1215963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1215964.500000 Penalty: 911.110840
	Iteration 70Q: 3 clusters Score -1215964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1215964.750000 Penalty: 911.110840
	Iteration 71Q: 3 clusters Score -1215965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1215967.625000 Penalty: 911.110840
	Iteration 72Q: 3 clusters Score -1215968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1215973.000000 Penalty: 911.110840
	Iteration 73Q: 3 clusters Score -1215973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1215979.125000 Penalty: 911.110840
	Iteration 74Q: 3 clusters Score -1215979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1215985.625000 Penalty: 911.110840
	Iteration 75Q: 3 clusters Score -1215986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1215987.875000 Penalty: 911.110840
	Iteration 76Q: 3 clusters Score -1215988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1215989.125000 Penalty: 911.110840
	Iteration 77Q: 3 clusters Score -1215989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1215992.875000 Penalty: 911.110840
	Iteration 78Q: 3 clusters Score -1215993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1215995.875000 Penalty: 911.110840
	Iteration 79Q: 3 clusters Score -1215996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1215997.875000 Penalty: 911.110840
	Iteration 80F: 3 clusters Score -1215998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1216000.500000 Penalty: 911.110840
	Iteration 81Q: 3 clusters Score -1216000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1216003.000000 Penalty: 911.110840
	Iteration 82Q: 3 clusters Score -1216003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1216006.500000 Penalty: 911.110840
	Iteration 83Q: 3 clusters Score -1216006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1216006.625000 Penalty: 911.110840
	Iteration 84Q: 3 clusters Score -1216007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1216008.250000 Penalty: 911.110840
	Iteration 85Q: 3 clusters Score -1216008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1216009.750000 Penalty: 911.110840
	Iteration 86Q: 3 clusters Score -1216010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1216011.625000 Penalty: 911.110840
	Iteration 87Q: 3 clusters Score -1216012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1216012.125000 Penalty: 911.110840
	Iteration 88Q: 3 clusters Score -1216012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1216013.250000 Penalty: 911.110840
	Iteration 89Q: 3 clusters Score -1216013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1216013.250000 Penalty: 911.110840
	Iteration 90Q: 3 clusters Score -1216013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1216013.500000 Penalty: 911.110840
	Iteration 91Q: 3 clusters Score -1216014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1216013.500000 Penalty: 911.110840
	Iteration 92F: 3 clusters Score -1216014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (99637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Entering Unmasked Estep 
Score: -5454296.500000 Penalty: 523.672668
	Iteration 0F: 2 clusters Score -5454296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -5389408.000000 Penalty: 1047.345337
	Iteration 0F: 3 clusters Score -5389408 nChanged 48590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -5419536.000000 Penalty: 1047.345337
	Iteration 1F: 3 clusters Score -5419536 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -5421016.500000 Penalty: 1047.345337
	Iteration 2Q: 3 clusters Score -5421016 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -5423132.500000 Penalty: 1047.345337
	Iteration 3Q: 3 clusters Score -5423132 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -5426407.500000 Penalty: 1047.345337
	Iteration 4F: 3 clusters Score -5426408 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -5431521.000000 Penalty: 1047.345337
	Iteration 5F: 3 clusters Score -5431521 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -5437943.500000 Penalty: 1047.345337
	Iteration 6F: 3 clusters Score -5437944 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -5442982.500000 Penalty: 1047.345337
	Iteration 7F: 3 clusters Score -5442982 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -5445835.500000 Penalty: 1047.345337
	Iteration 8Q: 3 clusters Score -5445836 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5447933.000000 Penalty: 1047.345337
	Iteration 9Q: 3 clusters Score -5447933 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -5449718.500000 Penalty: 1047.345337
	Iteration 10Q: 3 clusters Score -5449718 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62053 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -5451401.000000 Penalty: 1047.345337
	Iteration 11Q: 3 clusters Score -5451401 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -5452566.500000 Penalty: 1047.345337
	Iteration 12Q: 3 clusters Score -5452566 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5453380.500000 Penalty: 1047.345337
	Iteration 13Q: 3 clusters Score -5453380 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -5453836.000000 Penalty: 1047.345337
	Iteration 14Q: 3 clusters Score -5453836 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5454110.000000 Penalty: 1047.345337
	Iteration 15Q: 3 clusters Score -5454110 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -5454300.500000 Penalty: 1047.345337
	Iteration 16Q: 3 clusters Score -5454300 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5454396.000000 Penalty: 1047.345337
	Iteration 17Q: 3 clusters Score -5454396 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -5454443.500000 Penalty: 1047.345337
	Iteration 18Q: 3 clusters Score -5454444 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -5454481.500000 Penalty: 1047.345337
	Iteration 19Q: 3 clusters Score -5454482 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -5454486.000000 Penalty: 1047.345337
	Iteration 20F: 3 clusters Score -5454486 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -5454493.000000 Penalty: 1047.345337
	Iteration 21Q: 3 clusters Score -5454493 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -5454513.500000 Penalty: 1047.345337
	Iteration 22Q: 3 clusters Score -5454514 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -5454519.500000 Penalty: 1047.345337
	Iteration 23Q: 3 clusters Score -5454520 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -5454523.000000 Penalty: 1047.345337
	Iteration 24Q: 3 clusters Score -5454523 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -5454525.000000 Penalty: 1047.345337
	Iteration 25Q: 3 clusters Score -5454525 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -5454532.000000 Penalty: 1047.345337
	Iteration 26Q: 3 clusters Score -5454532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -5454536.500000 Penalty: 1047.345337
	Iteration 27Q: 3 clusters Score -5454536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -5454554.000000 Penalty: 1047.345337
	Iteration 28Q: 3 clusters Score -5454554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -5454543.000000 Penalty: 1047.345337
	Iteration 29Q: 3 clusters Score -5454543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -5454545.000000 Penalty: 1047.345337
	Iteration 30Q: 3 clusters Score -5454545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -5454549.000000 Penalty: 1047.345337
	Iteration 31Q: 3 clusters Score -5454549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -5454548.000000 Penalty: 1047.345337
	Iteration 32Q: 3 clusters Score -5454548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -5454540.000000 Penalty: 1047.345337
	Iteration 33Q: 3 clusters Score -5454540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -5454540.500000 Penalty: 1047.345337
	Iteration 34Q: 3 clusters Score -5454540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -5454535.000000 Penalty: 1047.345337
	Iteration 35Q: 3 clusters Score -5454535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -5454539.000000 Penalty: 1047.345337
	Iteration 36Q: 3 clusters Score -5454539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63157 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -5454532.500000 Penalty: 1047.345337
	Iteration 37Q: 3 clusters Score -5454532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -5454540.500000 Penalty: 1047.345337
	Iteration 38Q: 3 clusters Score -5454540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -5454543.000000 Penalty: 1047.345337
	Iteration 39Q: 3 clusters Score -5454543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -5454545.500000 Penalty: 1047.345337
	Iteration 40F: 3 clusters Score -5454546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -5454546.000000 Penalty: 1047.345337
	Iteration 41Q: 3 clusters Score -5454546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63295 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -5454555.500000 Penalty: 1047.345337
	Iteration 42Q: 3 clusters Score -5454556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63300 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -5454557.500000 Penalty: 1047.345337
	Iteration 43Q: 3 clusters Score -5454558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -5454558.500000 Penalty: 1047.345337
	Iteration 44Q: 3 clusters Score -5454558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -5454558.500000 Penalty: 1047.345337
	Iteration 45Q: 3 clusters Score -5454558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63327 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -5454560.000000 Penalty: 1047.345337
	Iteration 46Q: 3 clusters Score -5454560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -5454563.500000 Penalty: 1047.345337
	Iteration 47Q: 3 clusters Score -5454564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -5454563.500000 Penalty: 1047.345337
	Iteration 48F: 3 clusters Score -5454564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 88964 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 63330 members 
Mstep: Class 26 contains 20576 members 
Mstep: Class 27 contains 164282 members 
Mstep: Class 28 contains 134717 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 144467 members 
Mstep: Class 32 contains 32614 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 23267 members 
Mstep: Class 35 contains 153555 members 
Mstep: Class 36 contains 36307 members 
Entering Unmasked Estep 
Score: -87349136.000000 Penalty: 23527.900391
Splitting cluster 25 changes total score from -87345376.000000 to -87349136.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 26 (20576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Entering Unmasked Estep 
Score: -1018724.625000 Penalty: 451.900574
	Iteration 0F: 2 clusters Score -1018725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1004945.437500 Penalty: 903.801147
	Iteration 0F: 3 clusters Score -1004945 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1010557.562500 Penalty: 903.801147
	Iteration 1F: 3 clusters Score -1010558 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1010996.687500 Penalty: 903.801147
	Iteration 2Q: 3 clusters Score -1010997 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1011698.562500 Penalty: 903.801147
	Iteration 3F: 3 clusters Score -1011699 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1012844.687500 Penalty: 903.801147
	Iteration 4F: 3 clusters Score -1012845 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1014185.125000 Penalty: 903.801147
	Iteration 5F: 3 clusters Score -1014185 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1015417.250000 Penalty: 903.801147
	Iteration 6F: 3 clusters Score -1015417 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1016305.250000 Penalty: 903.801147
	Iteration 7F: 3 clusters Score -1016305 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1016823.062500 Penalty: 903.801147
	Iteration 8Q: 3 clusters Score -1016823 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1017076.375000 Penalty: 903.801147
	Iteration 9Q: 3 clusters Score -1017076 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1017224.375000 Penalty: 903.801147
	Iteration 10Q: 3 clusters Score -1017224 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1017340.187500 Penalty: 903.801147
	Iteration 11Q: 3 clusters Score -1017340 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1017456.437500 Penalty: 903.801147
	Iteration 12Q: 3 clusters Score -1017456 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1017596.312500 Penalty: 903.801147
	Iteration 13Q: 3 clusters Score -1017596 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1017750.562500 Penalty: 903.801147
	Iteration 14Q: 3 clusters Score -1017751 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1017957.250000 Penalty: 903.801147
	Iteration 15Q: 3 clusters Score -1017957 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1018201.375000 Penalty: 903.801147
	Iteration 16Q: 3 clusters Score -1018201 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1018404.312500 Penalty: 903.801147
	Iteration 17Q: 3 clusters Score -1018404 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1018526.125000 Penalty: 903.801147
	Iteration 18Q: 3 clusters Score -1018526 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1018616.125000 Penalty: 903.801147
	Iteration 19Q: 3 clusters Score -1018616 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1018706.250000 Penalty: 903.801147
	Iteration 20F: 3 clusters Score -1018706 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1018764.937500 Penalty: 903.801147
	Iteration 21Q: 3 clusters Score -1018765 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1018818.125000 Penalty: 903.801147
	Iteration 22Q: 3 clusters Score -1018818 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1018871.062500 Penalty: 903.801147
	Iteration 23Q: 3 clusters Score -1018871 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1018922.937500 Penalty: 903.801147
	Iteration 24Q: 3 clusters Score -1018923 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1018974.687500 Penalty: 903.801147
	Iteration 25Q: 3 clusters Score -1018975 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1019021.187500 Penalty: 903.801147
	Iteration 26Q: 3 clusters Score -1019021 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1019050.187500 Penalty: 903.801147
	Iteration 27Q: 3 clusters Score -1019050 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1019078.500000 Penalty: 903.801147
	Iteration 28Q: 3 clusters Score -1019078 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1019098.312500 Penalty: 903.801147
	Iteration 29Q: 3 clusters Score -1019098 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1019115.812500 Penalty: 903.801147
	Iteration 30Q: 3 clusters Score -1019116 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1019130.375000 Penalty: 903.801147
	Iteration 31Q: 3 clusters Score -1019130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1019143.250000 Penalty: 903.801147
	Iteration 32Q: 3 clusters Score -1019143 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1019162.375000 Penalty: 903.801147
	Iteration 33Q: 3 clusters Score -1019162 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1019173.500000 Penalty: 903.801147
	Iteration 34Q: 3 clusters Score -1019174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1019182.312500 Penalty: 903.801147
	Iteration 35Q: 3 clusters Score -1019182 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1019193.125000 Penalty: 903.801147
	Iteration 36Q: 3 clusters Score -1019193 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1019203.000000 Penalty: 903.801147
	Iteration 37Q: 3 clusters Score -1019203 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1019209.187500 Penalty: 903.801147
	Iteration 38Q: 3 clusters Score -1019209 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1019223.500000 Penalty: 903.801147
	Iteration 39Q: 3 clusters Score -1019224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1019230.312500 Penalty: 903.801147
	Iteration 40F: 3 clusters Score -1019230 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1019237.562500 Penalty: 903.801147
	Iteration 41Q: 3 clusters Score -1019238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1019243.062500 Penalty: 903.801147
	Iteration 42Q: 3 clusters Score -1019243 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1019254.125000 Penalty: 903.801147
	Iteration 43Q: 3 clusters Score -1019254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1019254.937500 Penalty: 903.801147
	Iteration 44Q: 3 clusters Score -1019255 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1019261.500000 Penalty: 903.801147
	Iteration 45Q: 3 clusters Score -1019262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -1019268.375000 Penalty: 903.801147
	Iteration 46Q: 3 clusters Score -1019268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1019272.625000 Penalty: 903.801147
	Iteration 47Q: 3 clusters Score -1019273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1019272.125000 Penalty: 903.801147
	Iteration 48Q: 3 clusters Score -1019272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1019273.062500 Penalty: 903.801147
	Iteration 49Q: 3 clusters Score -1019273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1019280.000000 Penalty: 903.801147
	Iteration 50Q: 3 clusters Score -1019280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1019284.625000 Penalty: 903.801147
	Iteration 51Q: 3 clusters Score -1019285 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1019290.375000 Penalty: 903.801147
	Iteration 52Q: 3 clusters Score -1019290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -1019290.937500 Penalty: 903.801147
	Iteration 53Q: 3 clusters Score -1019291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1019294.437500 Penalty: 903.801147
	Iteration 54Q: 3 clusters Score -1019294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1019296.812500 Penalty: 903.801147
	Iteration 55Q: 3 clusters Score -1019297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1019302.937500 Penalty: 903.801147
	Iteration 56Q: 3 clusters Score -1019303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1019305.250000 Penalty: 903.801147
	Iteration 57Q: 3 clusters Score -1019305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1019309.687500 Penalty: 903.801147
	Iteration 58Q: 3 clusters Score -1019310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1019313.312500 Penalty: 903.801147
	Iteration 59Q: 3 clusters Score -1019313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1019315.750000 Penalty: 903.801147
	Iteration 60F: 3 clusters Score -1019316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1019321.437500 Penalty: 903.801147
	Iteration 61Q: 3 clusters Score -1019321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1019320.687500 Penalty: 903.801147
	Iteration 62Q: 3 clusters Score -1019321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1019327.125000 Penalty: 903.801147
	Iteration 63Q: 3 clusters Score -1019327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1019327.312500 Penalty: 903.801147
	Iteration 64Q: 3 clusters Score -1019327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1019333.187500 Penalty: 903.801147
	Iteration 65Q: 3 clusters Score -1019333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -1019338.250000 Penalty: 903.801147
	Iteration 66Q: 3 clusters Score -1019338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -1019341.000000 Penalty: 903.801147
	Iteration 67Q: 3 clusters Score -1019341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1019342.375000 Penalty: 903.801147
	Iteration 68Q: 3 clusters Score -1019342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1019346.187500 Penalty: 903.801147
	Iteration 69Q: 3 clusters Score -1019346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -1019349.125000 Penalty: 903.801147
	Iteration 70Q: 3 clusters Score -1019349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1019353.875000 Penalty: 903.801147
	Iteration 71Q: 3 clusters Score -1019354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -1019353.125000 Penalty: 903.801147
	Iteration 72Q: 3 clusters Score -1019353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1019353.687500 Penalty: 903.801147
	Iteration 73Q: 3 clusters Score -1019354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1019356.250000 Penalty: 903.801147
	Iteration 74Q: 3 clusters Score -1019356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1019359.125000 Penalty: 903.801147
	Iteration 75Q: 3 clusters Score -1019359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1019359.812500 Penalty: 903.801147
	Iteration 76Q: 3 clusters Score -1019360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1019362.812500 Penalty: 903.801147
	Iteration 77Q: 3 clusters Score -1019363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -1019365.437500 Penalty: 903.801147
	Iteration 78Q: 3 clusters Score -1019365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1019365.875000 Penalty: 903.801147
	Iteration 79Q: 3 clusters Score -1019366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -1019364.625000 Penalty: 903.801147
	Iteration 80F: 3 clusters Score -1019365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -1019367.375000 Penalty: 903.801147
	Iteration 81Q: 3 clusters Score -1019367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1019370.062500 Penalty: 903.801147
	Iteration 82Q: 3 clusters Score -1019370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1019371.187500 Penalty: 903.801147
	Iteration 83Q: 3 clusters Score -1019371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1019371.812500 Penalty: 903.801147
	Iteration 84Q: 3 clusters Score -1019372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1019372.312500 Penalty: 903.801147
	Iteration 85Q: 3 clusters Score -1019372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1019373.625000 Penalty: 903.801147
	Iteration 86Q: 3 clusters Score -1019374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1019376.312500 Penalty: 903.801147
	Iteration 87Q: 3 clusters Score -1019376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1019378.437500 Penalty: 903.801147
	Iteration 88Q: 3 clusters Score -1019378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1019374.937500 Penalty: 903.801147
	Iteration 89Q: 3 clusters Score -1019375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -1019377.312500 Penalty: 903.801147
	Iteration 90Q: 3 clusters Score -1019377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1019378.125000 Penalty: 903.801147
	Iteration 91Q: 3 clusters Score -1019378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1019377.812500 Penalty: 903.801147
	Iteration 92Q: 3 clusters Score -1019378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1019376.500000 Penalty: 903.801147
	Iteration 93Q: 3 clusters Score -1019376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1019378.187500 Penalty: 903.801147
	Iteration 94Q: 3 clusters Score -1019378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1019378.937500 Penalty: 903.801147
	Iteration 95Q: 3 clusters Score -1019379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1019378.187500 Penalty: 903.801147
	Iteration 96Q: 3 clusters Score -1019378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1019378.125000 Penalty: 903.801147
	Iteration 97Q: 3 clusters Score -1019378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -1019378.125000 Penalty: 903.801147
	Iteration 98F: 3 clusters Score -1019378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 88964 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 63330 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 164282 members 
Mstep: Class 28 contains 134717 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 144467 members 
Mstep: Class 32 contains 32614 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 23267 members 
Mstep: Class 35 contains 153555 members 
Mstep: Class 36 contains 36307 members 
Mstep: Class 37 contains 16536 members 
Entering Unmasked Estep 
Score: -87348928.000000 Penalty: 24181.455078
Splitting cluster 26 changes total score from -87345376.000000 to -87348928.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 27 (164282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164282 members 
Entering Unmasked Estep 
Score: -8596471.000000 Penalty: 546.424927
	Iteration 0F: 2 clusters Score -8596471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -8488921.000000 Penalty: 1092.849854
	Iteration 0F: 3 clusters Score -8488921 nChanged 80549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 90271 members 
Entering Unmasked Estep 
Score: -8540379.000000 Penalty: 1092.849854
	Iteration 1F: 3 clusters Score -8540379 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -8545129.000000 Penalty: 1092.849854
	Iteration 2F: 3 clusters Score -8545129 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -8553582.000000 Penalty: 1092.849854
	Iteration 3F: 3 clusters Score -8553582 nChanged 13688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 100340 members 
Entering Unmasked Estep 
Score: -8564834.000000 Penalty: 1092.849854
	Iteration 4F: 3 clusters Score -8564834 nChanged 12619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 99379 members 
Entering Unmasked Estep 
Score: -8572408.000000 Penalty: 1092.849854
	Iteration 5F: 3 clusters Score -8572408 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 96783 members 
Entering Unmasked Estep 
Score: -8574904.000000 Penalty: 1092.849854
	Iteration 6F: 3 clusters Score -8574904 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 93588 members 
Entering Unmasked Estep 
Score: -8576038.000000 Penalty: 1092.849854
	Iteration 7Q: 3 clusters Score -8576038 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -8577394.000000 Penalty: 1092.849854
	Iteration 8Q: 3 clusters Score -8577394 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -8578633.000000 Penalty: 1092.849854
	Iteration 9Q: 3 clusters Score -8578633 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -8579491.000000 Penalty: 1092.849854
	Iteration 10Q: 3 clusters Score -8579491 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 81318 members 
Entering Unmasked Estep 
Score: -8580456.000000 Penalty: 1092.849854
	Iteration 11Q: 3 clusters Score -8580456 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85248 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -8581191.000000 Penalty: 1092.849854
	Iteration 12Q: 3 clusters Score -8581191 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 77219 members 
Entering Unmasked Estep 
Score: -8581812.000000 Penalty: 1092.849854
	Iteration 13Q: 3 clusters Score -8581812 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -8582300.000000 Penalty: 1092.849854
	Iteration 14Q: 3 clusters Score -8582300 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -8582821.000000 Penalty: 1092.849854
	Iteration 15Q: 3 clusters Score -8582821 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90457 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -8583186.000000 Penalty: 1092.849854
	Iteration 16Q: 3 clusters Score -8583186 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -8583488.000000 Penalty: 1092.849854
	Iteration 17Q: 3 clusters Score -8583488 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91758 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -8583764.000000 Penalty: 1092.849854
	Iteration 18Q: 3 clusters Score -8583764 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 72047 members 
Entering Unmasked Estep 
Score: -8583969.000000 Penalty: 1092.849854
	Iteration 19Q: 3 clusters Score -8583969 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -8584250.000000 Penalty: 1092.849854
	Iteration 20F: 3 clusters Score -8584250 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -8584559.000000 Penalty: 1092.849854
	Iteration 21Q: 3 clusters Score -8584559 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 70009 members 
Entering Unmasked Estep 
Score: -8584958.000000 Penalty: 1092.849854
	Iteration 22Q: 3 clusters Score -8584958 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95214 members 
Mstep: Class 2 contains 69068 members 
Entering Unmasked Estep 
Score: -8585303.000000 Penalty: 1092.849854
	Iteration 23Q: 3 clusters Score -8585303 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -8585718.000000 Penalty: 1092.849854
	Iteration 24Q: 3 clusters Score -8585718 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8586056 nChanged 1894
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8586494 nChanged 1940
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8586956 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8587328 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8587650 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8587937 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -8588178.000000 Penalty: 1092.849854
	Iteration 31Q: 3 clusters Score -8588178 nChanged 1624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104905 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8588460 nChanged 1501
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8588644 nChanged 1329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8588753 nChanged 1156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -8588815.000000 Penalty: 1092.849854
	Iteration 35Q: 3 clusters Score -8588815 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108233 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -8588805.000000 Penalty: 1092.849854
	Iteration 36Q: 3 clusters Score -8588805 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -8588854.000000 Penalty: 1092.849854
	Iteration 37Q: 3 clusters Score -8588854 nChanged 867
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109588 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -8588931.000000 Penalty: 1092.849854
	Iteration 38Q: 3 clusters Score -8588931 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110232 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8588948 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110868 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8588949 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8588929 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111990 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -8588959.000000 Penalty: 1092.849854
	Iteration 42Q: 3 clusters Score -8588959 nChanged 765
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112553 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8588958 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113090 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8588977 nChanged 668
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113570 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8588976 nChanged 601
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113959 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8588958 nChanged 525
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114346 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -8588940.000000 Penalty: 1092.849854
	Iteration 47Q: 3 clusters Score -8588940 nChanged 470
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114684 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -8588954.000000 Penalty: 1092.849854
	Iteration 48Q: 3 clusters Score -8588954 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8588939 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115212 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -8588938.000000 Penalty: 1092.849854
	Iteration 50Q: 3 clusters Score -8588938 nChanged 338
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Mstep: Class 1 contains 115454 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8588924 nChanged 327
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Mstep: Class 1 contains 115667 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8588890 nChanged 328
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Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8588890 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116146 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -8588853.000000 Penalty: 1092.849854
	Iteration 54Q: 3 clusters Score -8588853 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116378 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8588855 nChanged 268
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Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8588839 nChanged 238
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Mstep: Class 1 contains 116794 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8588836 nChanged 242
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Mstep: Class 1 contains 117006 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8588818 nChanged 220
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Mstep: Class 1 contains 117206 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8588820 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117369 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -8588851.000000 Penalty: 1092.849854
	Iteration 60F: 3 clusters Score -8588851 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117541 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8588848 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117702 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -8588822.000000 Penalty: 1092.849854
	Iteration 62Q: 3 clusters Score -8588822 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117855 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -8588865.000000 Penalty: 1092.849854
	Iteration 63Q: 3 clusters Score -8588865 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118004 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -8588879.000000 Penalty: 1092.849854
	Iteration 64Q: 3 clusters Score -8588879 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118139 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8588863 nChanged 119
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Mstep: Class 1 contains 118258 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8588874 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8588879 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118447 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8588886 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -8588883.000000 Penalty: 1092.849854
	Iteration 69Q: 3 clusters Score -8588883 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8588878 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118714 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8588886 nChanged 83
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Mstep: Class 1 contains 118797 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8588899 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118877 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -8588922.000000 Penalty: 1092.849854
	Iteration 73Q: 3 clusters Score -8588922 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118957 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -8588933.000000 Penalty: 1092.849854
	Iteration 74Q: 3 clusters Score -8588933 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119047 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8588958 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119128 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8588951 nChanged 84
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Mstep: Class 1 contains 119212 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8588968 nChanged 91
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Mstep: Class 1 contains 119303 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8588955 nChanged 89
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Mstep: Class 1 contains 119390 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8588968 nChanged 85
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Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8588976 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119560 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -8588982.000000 Penalty: 1092.849854
	Iteration 81Q: 3 clusters Score -8588982 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119643 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8588996 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119722 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -8589003.000000 Penalty: 1092.849854
	Iteration 83Q: 3 clusters Score -8589003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119808 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -8589026.000000 Penalty: 1092.849854
	Iteration 84Q: 3 clusters Score -8589026 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119894 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8589012 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 119982 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8589018 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120085 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -8589025.000000 Penalty: 1092.849854
	Iteration 87Q: 3 clusters Score -8589025 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120191 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8589019 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120279 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8589029 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120371 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -8589022.000000 Penalty: 1092.849854
	Iteration 90Q: 3 clusters Score -8589022 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120464 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8589025 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120562 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8589027.000000 Penalty: 1092.849854
	Iteration 92Q: 3 clusters Score -8589027 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120665 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8589032.000000 Penalty: 1092.849854
	Iteration 93Q: 3 clusters Score -8589032 nChanged 109
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Mstep: Class 1 contains 120774 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8589030 nChanged 93
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Mstep: Class 1 contains 120863 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -8589023.000000 Penalty: 1092.849854
	Iteration 95Q: 3 clusters Score -8589023 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 120945 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8589003 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121019 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8588995.000000 Penalty: 1092.849854
	Iteration 97Q: 3 clusters Score -8588995 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121095 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -8589012.000000 Penalty: 1092.849854
	Iteration 98Q: 3 clusters Score -8589012 nChanged 87
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Mstep: Class 1 contains 121182 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -8589015.000000 Penalty: 1092.849854
	Iteration 99Q: 3 clusters Score -8589015 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121270 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8589018 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -8589028.000000 Penalty: 1092.849854
	Iteration 101Q: 3 clusters Score -8589028 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121532 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8589024 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121678 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -8589040.000000 Penalty: 1092.849854
	Iteration 103Q: 3 clusters Score -8589040 nChanged 150
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Mstep: Class 1 contains 121828 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -8589058.000000 Penalty: 1092.849854
	Iteration 104Q: 3 clusters Score -8589058 nChanged 156
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Mstep: Class 1 contains 121984 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8589094 nChanged 151
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Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -8589125.000000 Penalty: 1092.849854
	Iteration 106Q: 3 clusters Score -8589125 nChanged 168
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Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8589104 nChanged 159
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Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8589124 nChanged 170
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Mstep: Class 1 contains 122632 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -8589171.000000 Penalty: 1092.849854
	Iteration 109Q: 3 clusters Score -8589171 nChanged 199
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Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -8589173.000000 Penalty: 1092.849854
	Iteration 110Q: 3 clusters Score -8589173 nChanged 224
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Mstep: Class 1 contains 123055 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -8589186.000000 Penalty: 1092.849854
	Iteration 111Q: 3 clusters Score -8589186 nChanged 196
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Mstep: Class 1 contains 123251 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -8589191.000000 Penalty: 1092.849854
	Iteration 112Q: 3 clusters Score -8589191 nChanged 227
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Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -8589202.000000 Penalty: 1092.849854
	Iteration 113Q: 3 clusters Score -8589202 nChanged 224
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Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8589236 nChanged 248
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Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8589260 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124194 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -8589279.000000 Penalty: 1092.849854
	Iteration 116Q: 3 clusters Score -8589279 nChanged 236
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Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8589303 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124680 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8589337 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124917 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8589321 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125172 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8589324 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125457 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8589375 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125759 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8589385 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126015 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8589391 nChanged 242
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126257 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8589440 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126482 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8589464 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126730 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8589459 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8589466 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127246 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -8589503.000000 Penalty: 1092.849854
	Iteration 128Q: 3 clusters Score -8589503 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127524 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8589519 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8589545 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8589562 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128347 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8589571 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128655 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8589599 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128945 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8589621 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129237 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8589669 nChanged 301
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129538 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8589715 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129853 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -8589732.000000 Penalty: 1092.849854
	Iteration 137Q: 3 clusters Score -8589732 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130173 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8589756 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130505 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8589791 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130812 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -8589805.000000 Penalty: 1092.849854
	Iteration 140F: 3 clusters Score -8589805 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131143 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8589885 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131453 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8589878 nChanged 321
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131774 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8589924 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132095 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8589939 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132405 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8589967 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132721 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8589990 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133009 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -8590003.000000 Penalty: 1092.849854
	Iteration 147Q: 3 clusters Score -8590003 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133309 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8590053 nChanged 318
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133627 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8590095 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133949 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8590141 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134265 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8590154 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134556 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8590160 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134828 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -8590213.000000 Penalty: 1092.849854
	Iteration 153Q: 3 clusters Score -8590213 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135110 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -8590202.000000 Penalty: 1092.849854
	Iteration 154Q: 3 clusters Score -8590202 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135415 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -8590197.000000 Penalty: 1092.849854
	Iteration 155Q: 3 clusters Score -8590197 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135739 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -8590220.000000 Penalty: 1092.849854
	Iteration 156Q: 3 clusters Score -8590220 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -8590272.000000 Penalty: 1092.849854
	Iteration 157Q: 3 clusters Score -8590272 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136407 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -8590306.000000 Penalty: 1092.849854
	Iteration 158Q: 3 clusters Score -8590306 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136758 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -8590354.000000 Penalty: 1092.849854
	Iteration 159Q: 3 clusters Score -8590354 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137128 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -8590406.000000 Penalty: 1092.849854
	Iteration 160F: 3 clusters Score -8590406 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137517 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -8590464.000000 Penalty: 1092.849854
	Iteration 161Q: 3 clusters Score -8590464 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137919 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -8590517.000000 Penalty: 1092.849854
	Iteration 162Q: 3 clusters Score -8590517 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138310 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -8590552.000000 Penalty: 1092.849854
	Iteration 163Q: 3 clusters Score -8590552 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138720 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -8590592.000000 Penalty: 1092.849854
	Iteration 164Q: 3 clusters Score -8590592 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139156 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -8590672.000000 Penalty: 1092.849854
	Iteration 165Q: 3 clusters Score -8590672 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139590 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -8590704.000000 Penalty: 1092.849854
	Iteration 166Q: 3 clusters Score -8590704 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140028 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8590758 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140467 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8590819 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140868 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8590853 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141304 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8590886 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141729 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8590946 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142164 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8590981 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142594 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8591012 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -8591042.000000 Penalty: 1092.849854
	Iteration 174Q: 3 clusters Score -8591042 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143430 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -8591104.000000 Penalty: 1092.849854
	Iteration 175Q: 3 clusters Score -8591104 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143873 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -8591150.000000 Penalty: 1092.849854
	Iteration 176Q: 3 clusters Score -8591150 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144286 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -8591191.000000 Penalty: 1092.849854
	Iteration 177Q: 3 clusters Score -8591191 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144693 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -8591217.000000 Penalty: 1092.849854
	Iteration 178Q: 3 clusters Score -8591217 nChanged 384
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145077 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -8591255.000000 Penalty: 1092.849854
	Iteration 179Q: 3 clusters Score -8591255 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -8591280.000000 Penalty: 1092.849854
	Iteration 180F: 3 clusters Score -8591280 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8591485 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146039 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8591643 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146340 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8591828 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146626 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8591998 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146920 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -8592163.000000 Penalty: 1092.849854
	Iteration 185Q: 3 clusters Score -8592163 nChanged 288
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Mstep: Class 1 contains 147208 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8592371 nChanged 283
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Mstep: Class 1 contains 147491 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8592574 nChanged 293
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Mstep: Class 1 contains 147784 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8592760 nChanged 299
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Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8592928 nChanged 271
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Mstep: Class 1 contains 148344 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8593090 nChanged 265
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Mstep: Class 1 contains 148607 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8593248 nChanged 252
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Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8593388 nChanged 244
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Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8593609 nChanged 245
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8593822 nChanged 268
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Mstep: Class 1 contains 149616 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8594034 nChanged 258
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Mstep: Class 1 contains 149874 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8594286 nChanged 287
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Mstep: Class 1 contains 150161 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8594536 nChanged 294
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Mstep: Class 1 contains 150455 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8594760 nChanged 286
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Mstep: Class 1 contains 150741 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -8595002.000000 Penalty: 1092.849854
	Iteration 199Q: 3 clusters Score -8595002 nChanged 274
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Mstep: Class 1 contains 151015 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -8595227.000000 Penalty: 1092.849854
	Iteration 200F: 3 clusters Score -8595227 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151311 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -8595496.000000 Penalty: 1092.849854
	Iteration 201Q: 3 clusters Score -8595496 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151588 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8595701 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151857 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8595866 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152124 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -8596059.000000 Penalty: 1092.849854
	Iteration 204Q: 3 clusters Score -8596059 nChanged 275
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Mstep: Class 1 contains 152399 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -8596215.000000 Penalty: 1092.849854
	Iteration 205Q: 3 clusters Score -8596215 nChanged 273
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Mstep: Class 1 contains 152672 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -8596366.000000 Penalty: 1092.849854
	Iteration 206Q: 3 clusters Score -8596366 nChanged 273
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Mstep: Class 1 contains 152945 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -8596490.000000 Penalty: 1092.849854
	Iteration 207Q: 3 clusters Score -8596490 nChanged 261
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Mstep: Class 1 contains 153206 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -8596648.000000 Penalty: 1092.849854
	Iteration 208Q: 3 clusters Score -8596648 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153483 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8596785 nChanged 265
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Mstep: Class 1 contains 153748 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8596897 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154027 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -8597003.000000 Penalty: 1092.849854
	Iteration 211Q: 3 clusters Score -8597003 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154292 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -8597123.000000 Penalty: 1092.849854
	Iteration 212Q: 3 clusters Score -8597123 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154576 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -8597231.000000 Penalty: 1092.849854
	Iteration 213Q: 3 clusters Score -8597231 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -8597322.000000 Penalty: 1092.849854
	Iteration 214Q: 3 clusters Score -8597322 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155180 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -8597404.000000 Penalty: 1092.849854
	Iteration 215Q: 3 clusters Score -8597404 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155483 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -8597543.000000 Penalty: 1092.849854
	Iteration 216Q: 3 clusters Score -8597543 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155748 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -8597612.000000 Penalty: 1092.849854
	Iteration 217Q: 3 clusters Score -8597612 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156008 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -8597658.000000 Penalty: 1092.849854
	Iteration 218Q: 3 clusters Score -8597658 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156244 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -8597720.000000 Penalty: 1092.849854
	Iteration 219Q: 3 clusters Score -8597720 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -8597786.000000 Penalty: 1092.849854
	Iteration 220F: 3 clusters Score -8597786 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156728 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -8597804.000000 Penalty: 1092.849854
	Iteration 221Q: 3 clusters Score -8597804 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156991 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -8597817.000000 Penalty: 1092.849854
	Iteration 222Q: 3 clusters Score -8597817 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157245 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -8597826.000000 Penalty: 1092.849854
	Iteration 223Q: 3 clusters Score -8597826 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157475 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -8597899.000000 Penalty: 1092.849854
	Iteration 224Q: 3 clusters Score -8597899 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157735 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -8597878.000000 Penalty: 1092.849854
	Iteration 225Q: 3 clusters Score -8597878 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -8597891.000000 Penalty: 1092.849854
	Iteration 226Q: 3 clusters Score -8597891 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158207 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -8597935.000000 Penalty: 1092.849854
	Iteration 227Q: 3 clusters Score -8597935 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158437 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -8597922.000000 Penalty: 1092.849854
	Iteration 228Q: 3 clusters Score -8597922 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158642 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -8597899.000000 Penalty: 1092.849854
	Iteration 229Q: 3 clusters Score -8597899 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158837 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -8597877.000000 Penalty: 1092.849854
	Iteration 230Q: 3 clusters Score -8597877 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -8597850.000000 Penalty: 1092.849854
	Iteration 231Q: 3 clusters Score -8597850 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159249 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -8597836.000000 Penalty: 1092.849854
	Iteration 232Q: 3 clusters Score -8597836 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159445 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -8597780.000000 Penalty: 1092.849854
	Iteration 233Q: 3 clusters Score -8597780 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -8597733.000000 Penalty: 1092.849854
	Iteration 234Q: 3 clusters Score -8597733 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159828 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -8597698.000000 Penalty: 1092.849854
	Iteration 235Q: 3 clusters Score -8597698 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160029 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -8597682.000000 Penalty: 1092.849854
	Iteration 236Q: 3 clusters Score -8597682 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -8597681.000000 Penalty: 1092.849854
	Iteration 237Q: 3 clusters Score -8597681 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160413 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -8597646.000000 Penalty: 1092.849854
	Iteration 238Q: 3 clusters Score -8597646 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160598 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -8597647.000000 Penalty: 1092.849854
	Iteration 239Q: 3 clusters Score -8597647 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160779 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -8597636.000000 Penalty: 1092.849854
	Iteration 240F: 3 clusters Score -8597636 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160953 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -8597570.000000 Penalty: 1092.849854
	Iteration 241Q: 3 clusters Score -8597570 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161126 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -8597539.000000 Penalty: 1092.849854
	Iteration 242Q: 3 clusters Score -8597539 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161284 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -8597528.000000 Penalty: 1092.849854
	Iteration 243Q: 3 clusters Score -8597528 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161436 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8597506.000000 Penalty: 1092.849854
	Iteration 244Q: 3 clusters Score -8597506 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8597477.000000 Penalty: 1092.849854
	Iteration 245Q: 3 clusters Score -8597477 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161676 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8597455.000000 Penalty: 1092.849854
	Iteration 246Q: 3 clusters Score -8597455 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161774 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8597415.000000 Penalty: 1092.849854
	Iteration 247Q: 3 clusters Score -8597415 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161845 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8597395.000000 Penalty: 1092.849854
	Iteration 248Q: 3 clusters Score -8597395 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161918 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8597342.000000 Penalty: 1092.849854
	Iteration 249Q: 3 clusters Score -8597342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161982 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8597329.000000 Penalty: 1092.849854
	Iteration 250Q: 3 clusters Score -8597329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162050 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8597314.000000 Penalty: 1092.849854
	Iteration 251Q: 3 clusters Score -8597314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162118 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8597290.000000 Penalty: 1092.849854
	Iteration 252Q: 3 clusters Score -8597290 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162183 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8597254.000000 Penalty: 1092.849854
	Iteration 253Q: 3 clusters Score -8597254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162240 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8597233.000000 Penalty: 1092.849854
	Iteration 254Q: 3 clusters Score -8597233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162289 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8597220.000000 Penalty: 1092.849854
	Iteration 255Q: 3 clusters Score -8597220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162325 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8597209.000000 Penalty: 1092.849854
	Iteration 256Q: 3 clusters Score -8597209 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162368 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8597186.000000 Penalty: 1092.849854
	Iteration 257Q: 3 clusters Score -8597186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162394 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8597182.000000 Penalty: 1092.849854
	Iteration 258Q: 3 clusters Score -8597182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162423 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8597165.000000 Penalty: 1092.849854
	Iteration 259Q: 3 clusters Score -8597165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162446 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8597150.000000 Penalty: 1092.849854
	Iteration 260F: 3 clusters Score -8597150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162467 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8597140.000000 Penalty: 1092.849854
	Iteration 261Q: 3 clusters Score -8597140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162482 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8597128.000000 Penalty: 1092.849854
	Iteration 262Q: 3 clusters Score -8597128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162504 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8597127.000000 Penalty: 1092.849854
	Iteration 263Q: 3 clusters Score -8597127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162523 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8597111.000000 Penalty: 1092.849854
	Iteration 264Q: 3 clusters Score -8597111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162537 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8597105.000000 Penalty: 1092.849854
	Iteration 265Q: 3 clusters Score -8597105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162559 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8597109.000000 Penalty: 1092.849854
	Iteration 266Q: 3 clusters Score -8597109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162568 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8597106.000000 Penalty: 1092.849854
	Iteration 267Q: 3 clusters Score -8597106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162575 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8597106.000000 Penalty: 1092.849854
	Iteration 268Q: 3 clusters Score -8597106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8597097.000000 Penalty: 1092.849854
	Iteration 269Q: 3 clusters Score -8597097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162593 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8597100.000000 Penalty: 1092.849854
	Iteration 270Q: 3 clusters Score -8597100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162596 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8597092.000000 Penalty: 1092.849854
	Iteration 271Q: 3 clusters Score -8597092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162603 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8597091.000000 Penalty: 1092.849854
	Iteration 272Q: 3 clusters Score -8597091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162617 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8597091.000000 Penalty: 1092.849854
	Iteration 273Q: 3 clusters Score -8597091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162631 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8597084.000000 Penalty: 1092.849854
	Iteration 274Q: 3 clusters Score -8597084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162643 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8597075.000000 Penalty: 1092.849854
	Iteration 275Q: 3 clusters Score -8597075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162653 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8597083.000000 Penalty: 1092.849854
	Iteration 276Q: 3 clusters Score -8597083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162665 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8597080.000000 Penalty: 1092.849854
	Iteration 277Q: 3 clusters Score -8597080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162680 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8597071.000000 Penalty: 1092.849854
	Iteration 278Q: 3 clusters Score -8597071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162694 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8597070.000000 Penalty: 1092.849854
	Iteration 279Q: 3 clusters Score -8597070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162710 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8597064.000000 Penalty: 1092.849854
	Iteration 280F: 3 clusters Score -8597064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162724 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8597050.000000 Penalty: 1092.849854
	Iteration 281Q: 3 clusters Score -8597050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162738 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8597044.000000 Penalty: 1092.849854
	Iteration 282Q: 3 clusters Score -8597044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162749 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8597029.000000 Penalty: 1092.849854
	Iteration 283Q: 3 clusters Score -8597029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162758 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8597028.000000 Penalty: 1092.849854
	Iteration 284Q: 3 clusters Score -8597028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162766 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8597018.000000 Penalty: 1092.849854
	Iteration 285Q: 3 clusters Score -8597018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162778 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8597016.000000 Penalty: 1092.849854
	Iteration 286Q: 3 clusters Score -8597016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162788 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8597008.000000 Penalty: 1092.849854
	Iteration 287Q: 3 clusters Score -8597008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162795 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8597005.000000 Penalty: 1092.849854
	Iteration 288Q: 3 clusters Score -8597005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8596990.000000 Penalty: 1092.849854
	Iteration 289Q: 3 clusters Score -8596990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162814 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8596986.000000 Penalty: 1092.849854
	Iteration 290Q: 3 clusters Score -8596986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162823 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8596986.000000 Penalty: 1092.849854
	Iteration 291Q: 3 clusters Score -8596986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162825 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8596991.000000 Penalty: 1092.849854
	Iteration 292Q: 3 clusters Score -8596991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162824 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8596987.000000 Penalty: 1092.849854
	Iteration 293Q: 3 clusters Score -8596987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162831 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8596972.000000 Penalty: 1092.849854
	Iteration 294Q: 3 clusters Score -8596972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162841 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8596973.000000 Penalty: 1092.849854
	Iteration 295Q: 3 clusters Score -8596973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162854 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8596972.000000 Penalty: 1092.849854
	Iteration 296Q: 3 clusters Score -8596972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162864 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8596966.000000 Penalty: 1092.849854
	Iteration 297Q: 3 clusters Score -8596966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162870 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8596974.000000 Penalty: 1092.849854
	Iteration 298Q: 3 clusters Score -8596974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162880 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8596965.000000 Penalty: 1092.849854
	Iteration 299Q: 3 clusters Score -8596965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162888 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8596963.000000 Penalty: 1092.849854
	Iteration 300F: 3 clusters Score -8596963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8596961.000000 Penalty: 1092.849854
	Iteration 301Q: 3 clusters Score -8596961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162905 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8596959.000000 Penalty: 1092.849854
	Iteration 302Q: 3 clusters Score -8596959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162914 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8596952.000000 Penalty: 1092.849854
	Iteration 303Q: 3 clusters Score -8596952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162925 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8596948.000000 Penalty: 1092.849854
	Iteration 304Q: 3 clusters Score -8596948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162936 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8596941.000000 Penalty: 1092.849854
	Iteration 305Q: 3 clusters Score -8596941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162948 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8596939.000000 Penalty: 1092.849854
	Iteration 306Q: 3 clusters Score -8596939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162964 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8596937.000000 Penalty: 1092.849854
	Iteration 307Q: 3 clusters Score -8596937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162978 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8596930.000000 Penalty: 1092.849854
	Iteration 308Q: 3 clusters Score -8596930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162986 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8596932.000000 Penalty: 1092.849854
	Iteration 309Q: 3 clusters Score -8596932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162988 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8596932.000000 Penalty: 1092.849854
	Iteration 310Q: 3 clusters Score -8596932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162993 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8596928.000000 Penalty: 1092.849854
	Iteration 311Q: 3 clusters Score -8596928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162994 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8596925.000000 Penalty: 1092.849854
	Iteration 312Q: 3 clusters Score -8596925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162994 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8596927.000000 Penalty: 1092.849854
	Iteration 313Q: 3 clusters Score -8596927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162995 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8596926.000000 Penalty: 1092.849854
	Iteration 314Q: 3 clusters Score -8596926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8596928.000000 Penalty: 1092.849854
	Iteration 315Q: 3 clusters Score -8596928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8596928.000000 Penalty: 1092.849854
	Iteration 316F: 3 clusters Score -8596928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 88964 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 63330 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 162996 members 
Mstep: Class 28 contains 134717 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 144467 members 
Mstep: Class 32 contains 32614 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 23267 members 
Mstep: Class 35 contains 153555 members 
Mstep: Class 36 contains 36307 members 
Mstep: Class 37 contains 16536 members 
Mstep: Class 38 contains 1286 members 
Entering Unmasked Estep 
Score: -87349568.000000 Penalty: 24835.007812
Splitting cluster 27 changes total score from -87345376.000000 to -87349568.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 28 (134717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134717 members 
Entering Unmasked Estep 
Score: -7030378.500000 Penalty: 537.397400
	Iteration 0F: 2 clusters Score -7030378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -6940137.500000 Penalty: 1074.794800
	Iteration 0F: 3 clusters Score -6940138 nChanged 65919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -6981499.500000 Penalty: 1074.794800
	Iteration 1F: 3 clusters Score -6981500 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -6985117.500000 Penalty: 1074.794800
	Iteration 2F: 3 clusters Score -6985118 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -6991104.000000 Penalty: 1074.794800
	Iteration 3F: 3 clusters Score -6991104 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -7000146.000000 Penalty: 1074.794800
	Iteration 4F: 3 clusters Score -7000146 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -7010468.500000 Penalty: 1074.794800
	Iteration 5F: 3 clusters Score -7010468 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105730 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -7018035.500000 Penalty: 1074.794800
	Iteration 6F: 3 clusters Score -7018036 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108127 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -7021203.500000 Penalty: 1074.794800
	Iteration 7Q: 3 clusters Score -7021204 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -7022690.000000 Penalty: 1074.794800
	Iteration 8Q: 3 clusters Score -7022690 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111847 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -7023759.000000 Penalty: 1074.794800
	Iteration 9Q: 3 clusters Score -7023759 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113586 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -7024680.500000 Penalty: 1074.794800
	Iteration 10Q: 3 clusters Score -7024680 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115313 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -7025451.500000 Penalty: 1074.794800
	Iteration 11Q: 3 clusters Score -7025452 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116854 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -7026151.000000 Penalty: 1074.794800
	Iteration 12Q: 3 clusters Score -7026151 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118330 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -7026701.500000 Penalty: 1074.794800
	Iteration 13Q: 3 clusters Score -7026702 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119719 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -7027152.000000 Penalty: 1074.794800
	Iteration 14Q: 3 clusters Score -7027152 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -7027544.500000 Penalty: 1074.794800
	Iteration 15Q: 3 clusters Score -7027544 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -7027958.000000 Penalty: 1074.794800
	Iteration 16Q: 3 clusters Score -7027958 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123647 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -7028331.500000 Penalty: 1074.794800
	Iteration 17Q: 3 clusters Score -7028332 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124803 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -7028659.500000 Penalty: 1074.794800
	Iteration 18Q: 3 clusters Score -7028660 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125918 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -7028969.000000 Penalty: 1074.794800
	Iteration 19Q: 3 clusters Score -7028969 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126928 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -7029239.000000 Penalty: 1074.794800
	Iteration 20F: 3 clusters Score -7029239 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127882 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -7029497.000000 Penalty: 1074.794800
	Iteration 21Q: 3 clusters Score -7029497 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128735 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -7029715.000000 Penalty: 1074.794800
	Iteration 22Q: 3 clusters Score -7029715 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129492 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7029908.000000 Penalty: 1074.794800
	Iteration 23Q: 3 clusters Score -7029908 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130122 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -7030056.500000 Penalty: 1074.794800
	Iteration 24Q: 3 clusters Score -7030056 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130681 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -7030137.000000 Penalty: 1074.794800
	Iteration 25Q: 3 clusters Score -7030137 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131145 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7030226.000000 Penalty: 1074.794800
	Iteration 26Q: 3 clusters Score -7030226 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131547 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7030350.000000 Penalty: 1074.794800
	Iteration 27Q: 3 clusters Score -7030350 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131909 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -7030404.000000 Penalty: 1074.794800
	Iteration 28Q: 3 clusters Score -7030404 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132201 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7030474.500000 Penalty: 1074.794800
	Iteration 29Q: 3 clusters Score -7030474 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132441 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7030513.500000 Penalty: 1074.794800
	Iteration 30Q: 3 clusters Score -7030514 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7030557.000000 Penalty: 1074.794800
	Iteration 31Q: 3 clusters Score -7030557 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132793 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7030613.500000 Penalty: 1074.794800
	Iteration 32Q: 3 clusters Score -7030614 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132938 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7030647.000000 Penalty: 1074.794800
	Iteration 33Q: 3 clusters Score -7030647 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133062 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7030680.500000 Penalty: 1074.794800
	Iteration 34Q: 3 clusters Score -7030680 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133158 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7030710.500000 Penalty: 1074.794800
	Iteration 35Q: 3 clusters Score -7030710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133236 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7030716.500000 Penalty: 1074.794800
	Iteration 36Q: 3 clusters Score -7030716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133305 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7030735.500000 Penalty: 1074.794800
	Iteration 37Q: 3 clusters Score -7030736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133357 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7030749.000000 Penalty: 1074.794800
	Iteration 38Q: 3 clusters Score -7030749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133397 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7030750.000000 Penalty: 1074.794800
	Iteration 39Q: 3 clusters Score -7030750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133438 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7030754.000000 Penalty: 1074.794800
	Iteration 40F: 3 clusters Score -7030754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133479 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7030768.000000 Penalty: 1074.794800
	Iteration 41Q: 3 clusters Score -7030768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133519 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7030767.000000 Penalty: 1074.794800
	Iteration 42Q: 3 clusters Score -7030767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133553 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7030761.500000 Penalty: 1074.794800
	Iteration 43Q: 3 clusters Score -7030762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133573 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7030768.000000 Penalty: 1074.794800
	Iteration 44Q: 3 clusters Score -7030768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133589 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7030768.500000 Penalty: 1074.794800
	Iteration 45Q: 3 clusters Score -7030768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133604 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7030767.000000 Penalty: 1074.794800
	Iteration 46Q: 3 clusters Score -7030767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133616 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7030762.500000 Penalty: 1074.794800
	Iteration 47Q: 3 clusters Score -7030762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133632 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7030769.000000 Penalty: 1074.794800
	Iteration 48Q: 3 clusters Score -7030769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133644 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7030768.000000 Penalty: 1074.794800
	Iteration 49Q: 3 clusters Score -7030768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133658 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7030766.500000 Penalty: 1074.794800
	Iteration 50Q: 3 clusters Score -7030766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133669 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7030770.500000 Penalty: 1074.794800
	Iteration 51Q: 3 clusters Score -7030770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133679 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7030779.000000 Penalty: 1074.794800
	Iteration 52Q: 3 clusters Score -7030779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133688 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7030779.000000 Penalty: 1074.794800
	Iteration 53Q: 3 clusters Score -7030779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133695 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7030778.000000 Penalty: 1074.794800
	Iteration 54Q: 3 clusters Score -7030778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133699 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7030778.500000 Penalty: 1074.794800
	Iteration 55Q: 3 clusters Score -7030778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133704 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7030774.500000 Penalty: 1074.794800
	Iteration 56Q: 3 clusters Score -7030774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133706 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7030776.000000 Penalty: 1074.794800
	Iteration 57Q: 3 clusters Score -7030776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133706 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7030772.500000 Penalty: 1074.794800
	Iteration 58Q: 3 clusters Score -7030772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133706 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7030772.500000 Penalty: 1074.794800
	Iteration 59F: 3 clusters Score -7030772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 88964 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 63330 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 162996 members 
Mstep: Class 28 contains 133706 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 7569 members 
Mstep: Class 31 contains 144467 members 
Mstep: Class 32 contains 32614 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 23267 members 
Mstep: Class 35 contains 153555 members 
Mstep: Class 36 contains 36307 members 
Mstep: Class 37 contains 16536 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1011 members 
Entering Unmasked Estep 
Score: -87349880.000000 Penalty: 25488.560547
Splitting cluster 28 changes total score from -87345376.000000 to -87349880.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 29 (62696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Entering Unmasked Estep 
Score: -3412275.000000 Penalty: 502.595398
	Iteration 0F: 2 clusters Score -3412275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -3369937.750000 Penalty: 1005.190796
	Iteration 0F: 3 clusters Score -3369938 nChanged 30676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3388917.750000 Penalty: 1005.190796
	Iteration 1F: 3 clusters Score -3388918 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3389957.500000 Penalty: 1005.190796
	Iteration 2Q: 3 clusters Score -3389958 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3391199.500000 Penalty: 1005.190796
	Iteration 3Q: 3 clusters Score -3391200 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3392733.000000 Penalty: 1005.190796
	Iteration 4Q: 3 clusters Score -3392733 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3394801.750000 Penalty: 1005.190796
	Iteration 5F: 3 clusters Score -3394802 nChanged 3535
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3397704 nChanged 3655
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Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3400743 nChanged 3036
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Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3402627 nChanged 1996
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Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3403540 nChanged 1525
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Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3404401 nChanged 1483
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Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3405426 nChanged 1667
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Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3406798 nChanged 1749
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Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3408282 nChanged 1681
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Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3409518 nChanged 1418
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Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3410431 nChanged 1159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3410966 nChanged 814
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Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3411237 nChanged 636
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Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3411407 nChanged 451
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Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3411479 nChanged 311
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Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3411568 nChanged 233
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Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3411596 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3411607.250000 Penalty: 1005.190796
	Iteration 22Q: 3 clusters Score -3411607 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3411608.250000 Penalty: 1005.190796
	Iteration 23Q: 3 clusters Score -3411608 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3411619.000000 Penalty: 1005.190796
	Iteration 24Q: 3 clusters Score -3411619 nChanged 73
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Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3411621.250000 Penalty: 1005.190796
	Iteration 25Q: 3 clusters Score -3411621 nChanged 65
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Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3411630 nChanged 64
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Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3411625 nChanged 48
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Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3411627 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -3411623.500000 Penalty: 1005.190796
	Iteration 29Q: 3 clusters Score -3411624 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3411617.250000 Penalty: 1005.190796
	Iteration 30Q: 3 clusters Score -3411617 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3411611.500000 Penalty: 1005.190796
	Iteration 31Q: 3 clusters Score -3411612 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3411613.500000 Penalty: 1005.190796
	Iteration 32Q: 3 clusters Score -3411614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3411613 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3411620.250000 Penalty: 1005.190796
	Iteration 34Q: 3 clusters Score -3411620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3411620 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3411620 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3411622.000000 Penalty: 1005.190796
	Iteration 37Q: 3 clusters Score -3411622 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3411620 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3411616.750000 Penalty: 1005.190796
	Iteration 39Q: 3 clusters Score -3411617 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3411621.750000 Penalty: 1005.190796
	Iteration 40F: 3 clusters Score -3411622 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3411624 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3411619 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3411619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3411613.500000 Penalty: 1005.190796
	Iteration 44Q: 3 clusters Score -3411614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3411618.500000 Penalty: 1005.190796
	Iteration 45Q: 3 clusters Score -3411618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3411616.000000 Penalty: 1005.190796
	Iteration 46Q: 3 clusters Score -3411616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -3411609.500000 Penalty: 1005.190796
	Iteration 47Q: 3 clusters Score -3411610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3411617.500000 Penalty: 1005.190796
	Iteration 48Q: 3 clusters Score -3411618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3411617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3411618.500000 Penalty: 1005.190796
	Iteration 50Q: 3 clusters Score -3411618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -3411623.250000 Penalty: 1005.190796
	Iteration 51Q: 3 clusters Score -3411623 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3411626.500000 Penalty: 1005.190796
	Iteration 52Q: 3 clusters Score -3411626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3411623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3411628.250000 Penalty: 1005.190796
	Iteration 54Q: 3 clusters Score -3411628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3411620.000000 Penalty: 1005.190796
	Iteration 55Q: 3 clusters Score -3411620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -3411623.000000 Penalty: 1005.190796
	Iteration 56Q: 3 clusters Score -3411623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -3411628.250000 Penalty: 1005.190796
	Iteration 57Q: 3 clusters Score -3411628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3411631.500000 Penalty: 1005.190796
	Iteration 58Q: 3 clusters Score -3411632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3411633.500000 Penalty: 1005.190796
	Iteration 59Q: 3 clusters Score -3411634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3411640.500000 Penalty: 1005.190796
	Iteration 60F: 3 clusters Score -3411640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3411638.500000 Penalty: 1005.190796
	Iteration 61Q: 3 clusters Score -3411638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -3411641.500000 Penalty: 1005.190796
	Iteration 62Q: 3 clusters Score -3411642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3411644.500000 Penalty: 1005.190796
	Iteration 63Q: 3 clusters Score -3411644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3411644.250000 Penalty: 1005.190796
	Iteration 64Q: 3 clusters Score -3411644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3411643.000000 Penalty: 1005.190796
	Iteration 65Q: 3 clusters Score -3411643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3411644 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3411635.250000 Penalty: 1005.190796
	Iteration 67Q: 3 clusters Score -3411635 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3411635.500000 Penalty: 1005.190796
	Iteration 68Q: 3 clusters Score -3411636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3411631.250000 Penalty: 1005.190796
	Iteration 69Q: 3 clusters Score -3411631 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -3411627.250000 Penalty: 1005.190796
	Iteration 70Q: 3 clusters Score -3411627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3411625.750000 Penalty: 1005.190796
	Iteration 71Q: 3 clusters Score -3411626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3411619.000000 Penalty: 1005.190796
	Iteration 72Q: 3 clusters Score -3411619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3411624.250000 Penalty: 1005.190796
	Iteration 73Q: 3 clusters Score -3411624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3411621.750000 Penalty: 1005.190796
	Iteration 74Q: 3 clusters Score -3411622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -3411630.250000 Penalty: 1005.190796
	Iteration 75Q: 3 clusters Score -3411630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3411628.750000 Penalty: 1005.190796
	Iteration 76Q: 3 clusters Score -3411629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3411624.250000 Penalty: 1005.190796
	Iteration 77Q: 3 clusters Score -3411624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3411627.500000 Penalty: 1005.190796
	Iteration 78Q: 3 clusters Score -3411628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3411622.750000 Penalty: 1005.190796
	Iteration 79Q: 3 clusters Score -3411623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3411621.000000 Penalty: 1005.190796
	Iteration 80F: 3 clusters Score -3411621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3411620.000000 Penalty: 1005.190796
	Iteration 81Q: 3 clusters Score -3411620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3411617.000000 Penalty: 1005.190796
	Iteration 82Q: 3 clusters Score -3411617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3411614.750000 Penalty: 1005.190796
	Iteration 83Q: 3 clusters Score -3411615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3411614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3411615.750000 Penalty: 1005.190796
	Iteration 85Q: 3 clusters Score -3411616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3411610.000000 Penalty: 1005.190796
	Iteration 86Q: 3 clusters Score -3411610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3411612.250000 Penalty: 1005.190796
	Iteration 87Q: 3 clusters Score -3411612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3411613.000000 Penalty: 1005.190796
	Iteration 88Q: 3 clusters Score -3411613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3411607.750000 Penalty: 1005.190796
	Iteration 89Q: 3 clusters Score -3411608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3411610.000000 Penalty: 1005.190796
	Iteration 90Q: 3 clusters Score -3411610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3411612 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
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	Iteration 92F: 3 clusters Score -3411612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7569 members 
Entering Unmasked Estep 
Score: -406081.718750 Penalty: 406.397644
	Iteration 0F: 2 clusters Score -406081.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -401009.781250 Penalty: 812.795288
	Iteration 0F: 3 clusters Score -401009.8 nChanged 3485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -402932.218750 Penalty: 812.795288
	Iteration 1F: 3 clusters Score -402932.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -403132.218750 Penalty: 812.795288
	Iteration 2F: 3 clusters Score -403132.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -403433.531250 Penalty: 812.795288
	Iteration 3F: 3 clusters Score -403433.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -403928.531250 Penalty: 812.795288
	Iteration 4F: 3 clusters Score -403928.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -404485.500000 Penalty: 812.795288
	Iteration 5F: 3 clusters Score -404485.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -405037.281250 Penalty: 812.795288
	Iteration 6F: 3 clusters Score -405037.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -405467.593750 Penalty: 812.795288
	Iteration 7F: 3 clusters Score -405467.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -405806.750000 Penalty: 812.795288
	Iteration 8F: 3 clusters Score -405806.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -406046.562500 Penalty: 812.795288
	Iteration 9Q: 3 clusters Score -406046.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -406221.281250 Penalty: 812.795288
	Iteration 10Q: 3 clusters Score -406221.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -406305.812500 Penalty: 812.795288
	Iteration 11Q: 3 clusters Score -406305.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -406329.437500 Penalty: 812.795288
	Iteration 12Q: 3 clusters Score -406329.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -406340.562500 Penalty: 812.795288
	Iteration 13Q: 3 clusters Score -406340.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -406347.156250 Penalty: 812.795288
	Iteration 14Q: 3 clusters Score -406347.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -406353.843750 Penalty: 812.795288
	Iteration 15Q: 3 clusters Score -406353.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -406357.281250 Penalty: 812.795288
	Iteration 16Q: 3 clusters Score -406357.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -406360.687500 Penalty: 812.795288
	Iteration 17Q: 3 clusters Score -406360.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -406363.250000 Penalty: 812.795288
	Iteration 18Q: 3 clusters Score -406363.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -406364.468750 Penalty: 812.795288
	Iteration 19Q: 3 clusters Score -406364.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -406365.125000 Penalty: 812.795288
	Iteration 20F: 3 clusters Score -406365.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -406365.468750 Penalty: 812.795288
	Iteration 21Q: 3 clusters Score -406365.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -406365.593750 Penalty: 812.795288
	Iteration 22Q: 3 clusters Score -406365.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -406367.562500 Penalty: 812.795288
	Iteration 23Q: 3 clusters Score -406367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -406367.937500 Penalty: 812.795288
	Iteration 24Q: 3 clusters Score -406367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -406367.781250 Penalty: 812.795288
	Iteration 25Q: 3 clusters Score -406367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -406368.031250 Penalty: 812.795288
	Iteration 26Q: 3 clusters Score -406368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -406369.312500 Penalty: 812.795288
	Iteration 27Q: 3 clusters Score -406369.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -406369.625000 Penalty: 812.795288
	Iteration 28Q: 3 clusters Score -406369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -406371.406250 Penalty: 812.795288
	Iteration 29Q: 3 clusters Score -406371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -406371.312500 Penalty: 812.795288
	Iteration 30Q: 3 clusters Score -406371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -406371.468750 Penalty: 812.795288
	Iteration 31Q: 3 clusters Score -406371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -406372.750000 Penalty: 812.795288
	Iteration 32Q: 3 clusters Score -406372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -406372.625000 Penalty: 812.795288
	Iteration 33Q: 3 clusters Score -406372.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -406373.062500 Penalty: 812.795288
	Iteration 34Q: 3 clusters Score -406373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -406372.781250 Penalty: 812.795288
	Iteration 35Q: 3 clusters Score -406372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -406373.406250 Penalty: 812.795288
	Iteration 36Q: 3 clusters Score -406373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -406373.343750 Penalty: 812.795288
	Iteration 37Q: 3 clusters Score -406373.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -406373.843750 Penalty: 812.795288
	Iteration 38Q: 3 clusters Score -406373.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -406374.812500 Penalty: 812.795288
	Iteration 39Q: 3 clusters Score -406374.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -406375.593750 Penalty: 812.795288
	Iteration 40F: 3 clusters Score -406375.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -406377.093750 Penalty: 812.795288
	Iteration 41Q: 3 clusters Score -406377.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -406378.562500 Penalty: 812.795288
	Iteration 42Q: 3 clusters Score -406378.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -406378.093750 Penalty: 812.795288
	Iteration 43Q: 3 clusters Score -406378.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -406378.125000 Penalty: 812.795288
	Iteration 44Q: 3 clusters Score -406378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -406378.750000 Penalty: 812.795288
	Iteration 45Q: 3 clusters Score -406378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -406378.593750 Penalty: 812.795288
	Iteration 46Q: 3 clusters Score -406378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -406378.218750 Penalty: 812.795288
	Iteration 47Q: 3 clusters Score -406378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -406378.468750 Penalty: 812.795288
	Iteration 48Q: 3 clusters Score -406378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -406379.343750 Penalty: 812.795288
	Iteration 49Q: 3 clusters Score -406379.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -406378.750000 Penalty: 812.795288
	Iteration 50Q: 3 clusters Score -406378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -406379.000000 Penalty: 812.795288
	Iteration 51Q: 3 clusters Score -406379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -406379.125000 Penalty: 812.795288
	Iteration 52Q: 3 clusters Score -406379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -406379.125000 Penalty: 812.795288
	Iteration 53F: 3 clusters Score -406379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 88964 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 63330 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 162996 members 
Mstep: Class 28 contains 133706 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 144467 members 
Mstep: Class 32 contains 32614 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 23267 members 
Mstep: Class 35 contains 153555 members 
Mstep: Class 36 contains 36307 members 
Mstep: Class 37 contains 16536 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 1011 members 
Mstep: Class 40 contains 5896 members 
Entering Unmasked Estep 
Score: -87350024.000000 Penalty: 26142.113281
Splitting cluster 30 changes total score from -87345376.000000 to -87350024.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 31 (144467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144467 members 
Entering Unmasked Estep 
Score: -7311476.000000 Penalty: 540.576660
	Iteration 0F: 2 clusters Score -7311476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -7215654.500000 Penalty: 1081.153320
	Iteration 0F: 3 clusters Score -7215654 nChanged 70801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -7258488.500000 Penalty: 1081.153320
	Iteration 1F: 3 clusters Score -7258488 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -7261257.000000 Penalty: 1081.153320
	Iteration 2Q: 3 clusters Score -7261257 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -7266150.500000 Penalty: 1081.153320
	Iteration 3F: 3 clusters Score -7266150 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 96123 members 
Entering Unmasked Estep 
Score: -7273736.000000 Penalty: 1081.153320
	Iteration 4F: 3 clusters Score -7273736 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 104979 members 
Entering Unmasked Estep 
Score: -7283603.000000 Penalty: 1081.153320
	Iteration 5F: 3 clusters Score -7283603 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 112402 members 
Entering Unmasked Estep 
Score: -7292390.500000 Penalty: 1081.153320
	Iteration 6F: 3 clusters Score -7292390 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 117285 members 
Entering Unmasked Estep 
Score: -7297902.000000 Penalty: 1081.153320
	Iteration 7Q: 3 clusters Score -7297902 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 120657 members 
Entering Unmasked Estep 
Score: -7300700.000000 Penalty: 1081.153320
	Iteration 8Q: 3 clusters Score -7300700 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 123261 members 
Entering Unmasked Estep 
Score: -7302876.000000 Penalty: 1081.153320
	Iteration 9Q: 3 clusters Score -7302876 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 125206 members 
Entering Unmasked Estep 
Score: -7304693.500000 Penalty: 1081.153320
	Iteration 10Q: 3 clusters Score -7304694 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 126547 members 
Entering Unmasked Estep 
Score: -7306141.500000 Penalty: 1081.153320
	Iteration 11Q: 3 clusters Score -7306142 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 127482 members 
Entering Unmasked Estep 
Score: -7307385.500000 Penalty: 1081.153320
	Iteration 12Q: 3 clusters Score -7307386 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 128089 members 
Entering Unmasked Estep 
Score: -7308295.500000 Penalty: 1081.153320
	Iteration 13Q: 3 clusters Score -7308296 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 128436 members 
Entering Unmasked Estep 
Score: -7308885.500000 Penalty: 1081.153320
	Iteration 14Q: 3 clusters Score -7308886 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 128682 members 
Entering Unmasked Estep 
Score: -7309327.000000 Penalty: 1081.153320
	Iteration 15Q: 3 clusters Score -7309327 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 128904 members 
Entering Unmasked Estep 
Score: -7309612.000000 Penalty: 1081.153320
	Iteration 16Q: 3 clusters Score -7309612 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 129079 members 
Entering Unmasked Estep 
Score: -7309790.500000 Penalty: 1081.153320
	Iteration 17Q: 3 clusters Score -7309790 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 129292 members 
Entering Unmasked Estep 
Score: -7309907.000000 Penalty: 1081.153320
	Iteration 18Q: 3 clusters Score -7309907 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 129471 members 
Entering Unmasked Estep 
Score: -7309958.500000 Penalty: 1081.153320
	Iteration 19Q: 3 clusters Score -7309958 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 129649 members 
Entering Unmasked Estep 
Score: -7310058.500000 Penalty: 1081.153320
	Iteration 20F: 3 clusters Score -7310058 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 129745 members 
Entering Unmasked Estep 
Score: -7310110.000000 Penalty: 1081.153320
	Iteration 21Q: 3 clusters Score -7310110 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 129852 members 
Entering Unmasked Estep 
Score: -7310123.000000 Penalty: 1081.153320
	Iteration 22Q: 3 clusters Score -7310123 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 129950 members 
Entering Unmasked Estep 
Score: -7310151.500000 Penalty: 1081.153320
	Iteration 23Q: 3 clusters Score -7310152 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 130048 members 
Entering Unmasked Estep 
Score: -7310165.000000 Penalty: 1081.153320
	Iteration 24Q: 3 clusters Score -7310165 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 130137 members 
Entering Unmasked Estep 
Score: -7310154.000000 Penalty: 1081.153320
	Iteration 25Q: 3 clusters Score -7310154 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 130235 members 
Entering Unmasked Estep 
Score: -7310143.000000 Penalty: 1081.153320
	Iteration 26Q: 3 clusters Score -7310143 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 130321 members 
Entering Unmasked Estep 
Score: -7310150.000000 Penalty: 1081.153320
	Iteration 27Q: 3 clusters Score -7310150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 130399 members 
Entering Unmasked Estep 
Score: -7310135.000000 Penalty: 1081.153320
	Iteration 28Q: 3 clusters Score -7310135 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 130476 members 
Entering Unmasked Estep 
Score: -7310140.500000 Penalty: 1081.153320
	Iteration 29Q: 3 clusters Score -7310140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 130545 members 
Entering Unmasked Estep 
Score: -7310143.500000 Penalty: 1081.153320
	Iteration 30Q: 3 clusters Score -7310144 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 130616 members 
Entering Unmasked Estep 
Score: -7310133.500000 Penalty: 1081.153320
	Iteration 31Q: 3 clusters Score -7310134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 130689 members 
Entering Unmasked Estep 
Score: -7310135.000000 Penalty: 1081.153320
	Iteration 32Q: 3 clusters Score -7310135 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 130764 members 
Entering Unmasked Estep 
Score: -7310127.000000 Penalty: 1081.153320
	Iteration 33Q: 3 clusters Score -7310127 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 130838 members 
Entering Unmasked Estep 
Score: -7310135.000000 Penalty: 1081.153320
	Iteration 34Q: 3 clusters Score -7310135 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 130905 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7310136 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 130964 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 131032 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7310146 nChanged 72
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Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 131104 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 131169 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7310156 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 131228 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7310168 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 131292 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7310161 nChanged 87
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Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 131379 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 131464 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7310146 nChanged 80
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Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 131544 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 131626 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7310164 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 131719 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7310168 nChanged 83
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Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 131802 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 131878 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7310146 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 131940 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7310154 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 131995 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7310161 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 132053 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7310152 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 132109 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 132168 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7310155 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 132223 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 132272 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7310158 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 132323 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7310166 nChanged 43
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Mstep: Class 1 contains 12101 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7310163 nChanged 41
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Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 132407 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7310166 nChanged 45
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Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 132452 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7310173 nChanged 38
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Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 132490 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7310182 nChanged 32
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Mstep: Class 1 contains 11945 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11913 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7310180 nChanged 34
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	Iteration 63Q: 3 clusters Score -7310180 nChanged 31
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Mstep: Class 2 contains 132648 members 
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Mstep: Class 2 contains 132798 members 
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Mstep: Class 2 contains 132823 members 
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Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 132846 members 
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Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 132868 members 
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Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 132883 members 
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Mstep: Class 1 contains 11563 members 
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	Iteration 78Q: 3 clusters Score -7310160 nChanged 7
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Mstep: Class 1 contains 11556 members 
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	Iteration 79Q: 3 clusters Score -7310148 nChanged 7
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Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 132918 members 
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	Iteration 80F: 3 clusters Score -7310147 nChanged 7
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Mstep: Class 2 contains 132930 members 
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	Iteration 83Q: 3 clusters Score -7310146 nChanged 9
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	Iteration 85Q: 3 clusters Score -7310142 nChanged 10
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Mstep: Class 1 contains 11331 members 
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	Iteration 94Q: 3 clusters Score -7310120 nChanged 35
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Mstep: Class 1 contains 11296 members 
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Mstep: Class 1 contains 11254 members 
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	Iteration 96Q: 3 clusters Score -7310112 nChanged 44
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Mstep: Class 1 contains 11212 members 
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Mstep: Class 1 contains 11167 members 
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	Iteration 98Q: 3 clusters Score -7310111 nChanged 48
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	Iteration 99Q: 3 clusters Score -7310108 nChanged 43
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Mstep: Class 1 contains 11076 members 
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	Iteration 100F: 3 clusters Score -7310108 nChanged 43
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Mstep: Class 1 contains 11033 members 
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Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 133471 members 
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	Iteration 103Q: 3 clusters Score -7310122 nChanged 42
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Mstep: Class 1 contains 10911 members 
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	Iteration 105Q: 3 clusters Score -7310119 nChanged 45
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	Iteration 106Q: 3 clusters Score -7310112 nChanged 34
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Mstep: Class 1 contains 10785 members 
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	Iteration 107Q: 3 clusters Score -7310130 nChanged 34
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	Iteration 108Q: 3 clusters Score -7310144 nChanged 38
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	Iteration 109Q: 3 clusters Score -7310148 nChanged 38
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	Iteration 110Q: 3 clusters Score -7310148 nChanged 44
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Mstep: Class 1 contains 10631 members 
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	Iteration 111Q: 3 clusters Score -7310154 nChanged 47
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	Iteration 112Q: 3 clusters Score -7310176 nChanged 43
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Mstep: Class 1 contains 10541 members 
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	Iteration 113Q: 3 clusters Score -7310168 nChanged 36
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	Iteration 114Q: 3 clusters Score -7310162 nChanged 32
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7310164 nChanged 23
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Mstep: Class 1 contains 10425 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7310172 nChanged 23
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	Iteration 118Q: 3 clusters Score -7310173 nChanged 15
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	Iteration 119Q: 3 clusters Score -7310164 nChanged 8
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Mstep: Class 1 contains 10379 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7310165 nChanged 12
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7310170 nChanged 16
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Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 134116 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7310168 nChanged 20
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Mstep: Class 1 contains 10331 members 
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	Iteration 123Q: 3 clusters Score -7310173 nChanged 20
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Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 134156 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7310176 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 134180 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7310166 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 134204 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7310191 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 134224 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7310178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 134248 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7310169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 134269 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7310168 nChanged 15
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Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 134282 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7310173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 134294 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7310165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 134303 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7310163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 134314 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7310167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 134332 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7310167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 134344 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7310169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 134361 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7310169 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 134381 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7310168 nChanged 26
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Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 134407 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7310160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 134439 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7310164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 134473 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7310176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 134508 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7310180 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 134541 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7310189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 134570 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7310192 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 134603 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 134628 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7310208 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 134655 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7310206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 134688 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7310208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 134722 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7310194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 134749 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7310188 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9688 members 
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	Iteration 150Q: 3 clusters Score -7310182 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 134812 members 
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	Iteration 151Q: 3 clusters Score -7310187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 134854 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7310184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
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	Iteration 153Q: 3 clusters Score -7310191 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9510 members 
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	Iteration 154Q: 3 clusters Score -7310199 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 135013 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9393 members 
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	Iteration 156Q: 3 clusters Score -7310210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
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	Iteration 157Q: 3 clusters Score -7310220 nChanged 57
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Mstep: Class 1 contains 9273 members 
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	Iteration 158Q: 3 clusters Score -7310226 nChanged 45
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Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 135239 members 
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	Iteration 159Q: 3 clusters Score -7310228 nChanged 45
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Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 135284 members 
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	Iteration 160F: 3 clusters Score -7310227 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 135332 members 
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	Iteration 161Q: 3 clusters Score -7310219 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 135386 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7310230 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 135436 members 
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	Iteration 163Q: 3 clusters Score -7310244 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
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	Iteration 164Q: 3 clusters Score -7310228 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
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	Iteration 165Q: 3 clusters Score -7310226 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 135556 members 
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	Iteration 166Q: 3 clusters Score -7310236 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 135585 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7310230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 135613 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7310218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 135640 members 
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	Iteration 169Q: 3 clusters Score -7310218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 135675 members 
Entering Unmasked Estep 
Score: -7310223.500000 Penalty: 1081.153320
	Iteration 170Q: 3 clusters Score -7310224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 135707 members 
Entering Unmasked Estep 
Score: -7310221.500000 Penalty: 1081.153320
	Iteration 171Q: 3 clusters Score -7310222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7310228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 135781 members 
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	Iteration 173Q: 3 clusters Score -7310235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -7310234 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8608 members 
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	Iteration 175Q: 3 clusters Score -7310247 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8569 members 
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	Iteration 176Q: 3 clusters Score -7310243 nChanged 39
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Mstep: Class 1 contains 8530 members 
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	Iteration 177Q: 3 clusters Score -7310236 nChanged 50
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Mstep: Class 1 contains 8480 members 
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	Iteration 178Q: 3 clusters Score -7310240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
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	Iteration 179Q: 3 clusters Score -7310254 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
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	Iteration 180F: 3 clusters Score -7310250 nChanged 61
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Mstep: Class 1 contains 8306 members 
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	Iteration 181Q: 3 clusters Score -7310234 nChanged 62
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Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 136223 members 
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	Iteration 182Q: 3 clusters Score -7310241 nChanged 63
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Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 136286 members 
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	Iteration 183Q: 3 clusters Score -7310235 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
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Entering Unmasked Estep 
Score: -7310216.500000 Penalty: 1081.153320
	Iteration 184Q: 3 clusters Score -7310216 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
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	Iteration 185Q: 3 clusters Score -7310214 nChanged 33
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Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 136409 members 
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	Iteration 186Q: 3 clusters Score -7310205 nChanged 40
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Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 136449 members 
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	Iteration 187Q: 3 clusters Score -7310207 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7983 members 
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	Iteration 188Q: 3 clusters Score -7310208 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 136515 members 
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	Iteration 189Q: 3 clusters Score -7310210 nChanged 31
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Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 136544 members 
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	Iteration 190Q: 3 clusters Score -7310215 nChanged 20
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Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 136564 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -7310211 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7886 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -7310216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 136601 members 
Entering Unmasked Estep 
Score: -7310212.000000 Penalty: 1081.153320
	Iteration 193Q: 3 clusters Score -7310212 nChanged 16
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Mstep: Class 1 contains 7850 members 
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	Iteration 194Q: 3 clusters Score -7310216 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 136634 members 
Entering Unmasked Estep 
Score: -7310213.000000 Penalty: 1081.153320
	Iteration 195Q: 3 clusters Score -7310213 nChanged 18
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Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 136652 members 
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	Iteration 196Q: 3 clusters Score -7310212 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 136672 members 
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	Iteration 197Q: 3 clusters Score -7310212 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 136705 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -7310213 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
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Entering Unmasked Estep 
Score: -7310221.500000 Penalty: 1081.153320
	Iteration 199Q: 3 clusters Score -7310222 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -7310224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 136840 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -7310216 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 136895 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7310212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 136947 members 
Entering Unmasked Estep 
Score: -7310217.000000 Penalty: 1081.153320
	Iteration 203Q: 3 clusters Score -7310217 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 136990 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -7310212 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 137037 members 
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Score: -7310204.000000 Penalty: 1081.153320
	Iteration 205Q: 3 clusters Score -7310204 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 137075 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -7310204 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -7310206.500000 Penalty: 1081.153320
	Iteration 207Q: 3 clusters Score -7310206 nChanged 35
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Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 137152 members 
Entering Unmasked Estep 
Score: -7310207.000000 Penalty: 1081.153320
	Iteration 208Q: 3 clusters Score -7310207 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 137180 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -7310216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 137205 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -7310215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 137232 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7310216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 137253 members 
Entering Unmasked Estep 
Score: -7310219.000000 Penalty: 1081.153320
	Iteration 212Q: 3 clusters Score -7310219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 137266 members 
Entering Unmasked Estep 
Score: -7310214.500000 Penalty: 1081.153320
	Iteration 213Q: 3 clusters Score -7310214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 137279 members 
Entering Unmasked Estep 
Score: -7310218.500000 Penalty: 1081.153320
	Iteration 214Q: 3 clusters Score -7310218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 137293 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -7310219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 137308 members 
Entering Unmasked Estep 
Score: -7310215.000000 Penalty: 1081.153320
	Iteration 216Q: 3 clusters Score -7310215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 137316 members 
Entering Unmasked Estep 
Score: -7310210.500000 Penalty: 1081.153320
	Iteration 217Q: 3 clusters Score -7310210 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 137323 members 
Entering Unmasked Estep 
Score: -7310214.500000 Penalty: 1081.153320
	Iteration 218Q: 3 clusters Score -7310214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 137329 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -7310206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 137335 members 
Entering Unmasked Estep 
Score: -7310206.500000 Penalty: 1081.153320
	Iteration 220F: 3 clusters Score -7310206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 137343 members 
Entering Unmasked Estep 
Score: -7310209.500000 Penalty: 1081.153320
	Iteration 221Q: 3 clusters Score -7310210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 137355 members 
Entering Unmasked Estep 
Score: -7310199.500000 Penalty: 1081.153320
	Iteration 222Q: 3 clusters Score -7310200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 137368 members 
Entering Unmasked Estep 
Score: -7310202.000000 Penalty: 1081.153320
	Iteration 223Q: 3 clusters Score -7310202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 137386 members 
Entering Unmasked Estep 
Score: -7310207.000000 Penalty: 1081.153320
	Iteration 224Q: 3 clusters Score -7310207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -7310213.500000 Penalty: 1081.153320
	Iteration 225Q: 3 clusters Score -7310214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 137414 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -7310214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 137431 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -7310210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 137451 members 
Entering Unmasked Estep 
Score: -7310216.500000 Penalty: 1081.153320
	Iteration 228Q: 3 clusters Score -7310216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 137468 members 
Entering Unmasked Estep 
Score: -7310221.500000 Penalty: 1081.153320
	Iteration 229Q: 3 clusters Score -7310222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 137491 members 
Entering Unmasked Estep 
Score: -7310227.500000 Penalty: 1081.153320
	Iteration 230Q: 3 clusters Score -7310228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 137518 members 
Entering Unmasked Estep 
Score: -7310239.500000 Penalty: 1081.153320
	Iteration 231Q: 3 clusters Score -7310240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 137548 members 
Entering Unmasked Estep 
Score: -7310243.000000 Penalty: 1081.153320
	Iteration 232Q: 3 clusters Score -7310243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 137574 members 
Entering Unmasked Estep 
Score: -7310248.500000 Penalty: 1081.153320
	Iteration 233Q: 3 clusters Score -7310248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 137600 members 
Entering Unmasked Estep 
Score: -7310263.000000 Penalty: 1081.153320
	Iteration 234Q: 3 clusters Score -7310263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 137624 members 
Entering Unmasked Estep 
Score: -7310269.500000 Penalty: 1081.153320
	Iteration 235Q: 3 clusters Score -7310270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 137656 members 
Entering Unmasked Estep 
Score: -7310265.000000 Penalty: 1081.153320
	Iteration 236Q: 3 clusters Score -7310265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 137701 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -7310269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 137747 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -7310276 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 137791 members 
Entering Unmasked Estep 
Score: -7310268.000000 Penalty: 1081.153320
	Iteration 239Q: 3 clusters Score -7310268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 137834 members 
Entering Unmasked Estep 
Score: -7310278.000000 Penalty: 1081.153320
	Iteration 240F: 3 clusters Score -7310278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 137875 members 
Entering Unmasked Estep 
Score: -7310296.000000 Penalty: 1081.153320
	Iteration 241Q: 3 clusters Score -7310296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 137926 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -7310306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 137966 members 
Entering Unmasked Estep 
Score: -7310303.500000 Penalty: 1081.153320
	Iteration 243Q: 3 clusters Score -7310304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 138008 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -7310304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 138048 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -7310304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 138090 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -7310310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 138140 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -7310312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 138187 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -7310311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 138243 members 
Entering Unmasked Estep 
Score: -7310305.500000 Penalty: 1081.153320
	Iteration 249Q: 3 clusters Score -7310306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 138294 members 
Entering Unmasked Estep 
Score: -7310308.500000 Penalty: 1081.153320
	Iteration 250Q: 3 clusters Score -7310308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 138337 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -7310304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 138386 members 
Entering Unmasked Estep 
Score: -7310313.500000 Penalty: 1081.153320
	Iteration 252Q: 3 clusters Score -7310314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 138436 members 
Entering Unmasked Estep 
Score: -7310326.000000 Penalty: 1081.153320
	Iteration 253Q: 3 clusters Score -7310326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -7310328.500000 Penalty: 1081.153320
	Iteration 254Q: 3 clusters Score -7310328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 138544 members 
Entering Unmasked Estep 
Score: -7310319.000000 Penalty: 1081.153320
	Iteration 255Q: 3 clusters Score -7310319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 138595 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -7310314 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 138644 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -7310328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 138687 members 
Entering Unmasked Estep 
Score: -7310329.000000 Penalty: 1081.153320
	Iteration 258Q: 3 clusters Score -7310329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 138739 members 
Entering Unmasked Estep 
Score: -7310334.500000 Penalty: 1081.153320
	Iteration 259Q: 3 clusters Score -7310334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 138803 members 
Entering Unmasked Estep 
Score: -7310348.000000 Penalty: 1081.153320
	Iteration 260F: 3 clusters Score -7310348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 138881 members 
Entering Unmasked Estep 
Score: -7310355.500000 Penalty: 1081.153320
	Iteration 261Q: 3 clusters Score -7310356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 138959 members 
Entering Unmasked Estep 
Score: -7310363.500000 Penalty: 1081.153320
	Iteration 262Q: 3 clusters Score -7310364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 139030 members 
Entering Unmasked Estep 
Score: -7310378.500000 Penalty: 1081.153320
	Iteration 263Q: 3 clusters Score -7310378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 139093 members 
Entering Unmasked Estep 
Score: -7310380.000000 Penalty: 1081.153320
	Iteration 264Q: 3 clusters Score -7310380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 139161 members 
Entering Unmasked Estep 
Score: -7310376.000000 Penalty: 1081.153320
	Iteration 265Q: 3 clusters Score -7310376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 139234 members 
Entering Unmasked Estep 
Score: -7310385.000000 Penalty: 1081.153320
	Iteration 266Q: 3 clusters Score -7310385 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 139323 members 
Entering Unmasked Estep 
Score: -7310411.500000 Penalty: 1081.153320
	Iteration 267Q: 3 clusters Score -7310412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 139403 members 
Entering Unmasked Estep 
Score: -7310407.000000 Penalty: 1081.153320
	Iteration 268Q: 3 clusters Score -7310407 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 139475 members 
Entering Unmasked Estep 
Score: -7310410.500000 Penalty: 1081.153320
	Iteration 269Q: 3 clusters Score -7310410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 139545 members 
Entering Unmasked Estep 
Score: -7310390.500000 Penalty: 1081.153320
	Iteration 270Q: 3 clusters Score -7310390 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 139618 members 
Entering Unmasked Estep 
Score: -7310402.500000 Penalty: 1081.153320
	Iteration 271Q: 3 clusters Score -7310402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 139680 members 
Entering Unmasked Estep 
Score: -7310421.000000 Penalty: 1081.153320
	Iteration 272Q: 3 clusters Score -7310421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 139735 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -7310421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 139792 members 
Entering Unmasked Estep 
Score: -7310422.500000 Penalty: 1081.153320
	Iteration 274Q: 3 clusters Score -7310422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 139851 members 
Entering Unmasked Estep 
Score: -7310432.500000 Penalty: 1081.153320
	Iteration 275Q: 3 clusters Score -7310432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 139914 members 
Entering Unmasked Estep 
Score: -7310454.500000 Penalty: 1081.153320
	Iteration 276Q: 3 clusters Score -7310454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 139986 members 
Entering Unmasked Estep 
Score: -7310450.000000 Penalty: 1081.153320
	Iteration 277Q: 3 clusters Score -7310450 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 140058 members 
Entering Unmasked Estep 
Score: -7310443.000000 Penalty: 1081.153320
	Iteration 278Q: 3 clusters Score -7310443 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 140130 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -7310450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 140200 members 
Entering Unmasked Estep 
Score: -7310451.500000 Penalty: 1081.153320
	Iteration 280F: 3 clusters Score -7310452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 140258 members 
Entering Unmasked Estep 
Score: -7310455.500000 Penalty: 1081.153320
	Iteration 281Q: 3 clusters Score -7310456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 140317 members 
Entering Unmasked Estep 
Score: -7310468.500000 Penalty: 1081.153320
	Iteration 282Q: 3 clusters Score -7310468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 140376 members 
Entering Unmasked Estep 
Score: -7310471.000000 Penalty: 1081.153320
	Iteration 283Q: 3 clusters Score -7310471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 140428 members 
Entering Unmasked Estep 
Score: -7310483.500000 Penalty: 1081.153320
	Iteration 284Q: 3 clusters Score -7310484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 140473 members 
Entering Unmasked Estep 
Score: -7310483.500000 Penalty: 1081.153320
	Iteration 285Q: 3 clusters Score -7310484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 140510 members 
Entering Unmasked Estep 
Score: -7310494.500000 Penalty: 1081.153320
	Iteration 286Q: 3 clusters Score -7310494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 140556 members 
Entering Unmasked Estep 
Score: -7310503.000000 Penalty: 1081.153320
	Iteration 287Q: 3 clusters Score -7310503 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 140614 members 
Entering Unmasked Estep 
Score: -7310514.500000 Penalty: 1081.153320
	Iteration 288Q: 3 clusters Score -7310514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 140675 members 
Entering Unmasked Estep 
Score: -7310524.500000 Penalty: 1081.153320
	Iteration 289Q: 3 clusters Score -7310524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 140742 members 
Entering Unmasked Estep 
Score: -7310534.500000 Penalty: 1081.153320
	Iteration 290Q: 3 clusters Score -7310534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 140811 members 
Entering Unmasked Estep 
Score: -7310556.500000 Penalty: 1081.153320
	Iteration 291Q: 3 clusters Score -7310556 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 140885 members 
Entering Unmasked Estep 
Score: -7310564.500000 Penalty: 1081.153320
	Iteration 292Q: 3 clusters Score -7310564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 140951 members 
Entering Unmasked Estep 
Score: -7310556.500000 Penalty: 1081.153320
	Iteration 293Q: 3 clusters Score -7310556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 141005 members 
Entering Unmasked Estep 
Score: -7310558.500000 Penalty: 1081.153320
	Iteration 294Q: 3 clusters Score -7310558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 141052 members 
Entering Unmasked Estep 
Score: -7310584.500000 Penalty: 1081.153320
	Iteration 295Q: 3 clusters Score -7310584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 141098 members 
Entering Unmasked Estep 
Score: -7310588.500000 Penalty: 1081.153320
	Iteration 296Q: 3 clusters Score -7310588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 141143 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -7310588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 141186 members 
Entering Unmasked Estep 
Score: -7310579.000000 Penalty: 1081.153320
	Iteration 298Q: 3 clusters Score -7310579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 141227 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -7310588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 141269 members 
Entering Unmasked Estep 
Score: -7310584.500000 Penalty: 1081.153320
	Iteration 300F: 3 clusters Score -7310584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 141316 members 
Entering Unmasked Estep 
Score: -7310596.000000 Penalty: 1081.153320
	Iteration 301Q: 3 clusters Score -7310596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 141371 members 
Entering Unmasked Estep 
Score: -7310611.000000 Penalty: 1081.153320
	Iteration 302Q: 3 clusters Score -7310611 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 141435 members 
Entering Unmasked Estep 
Score: -7310626.500000 Penalty: 1081.153320
	Iteration 303Q: 3 clusters Score -7310626 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 141514 members 
Entering Unmasked Estep 
Score: -7310650.500000 Penalty: 1081.153320
	Iteration 304Q: 3 clusters Score -7310650 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 141600 members 
Entering Unmasked Estep 
Score: -7310663.500000 Penalty: 1081.153320
	Iteration 305Q: 3 clusters Score -7310664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 141685 members 
Entering Unmasked Estep 
Score: -7310690.500000 Penalty: 1081.153320
	Iteration 306Q: 3 clusters Score -7310690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 141777 members 
Entering Unmasked Estep 
Score: -7310710.500000 Penalty: 1081.153320
	Iteration 307Q: 3 clusters Score -7310710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 141867 members 
Entering Unmasked Estep 
Score: -7310727.000000 Penalty: 1081.153320
	Iteration 308Q: 3 clusters Score -7310727 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 141953 members 
Entering Unmasked Estep 
Score: -7310759.500000 Penalty: 1081.153320
	Iteration 309Q: 3 clusters Score -7310760 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 142037 members 
Entering Unmasked Estep 
Score: -7310780.500000 Penalty: 1081.153320
	Iteration 310Q: 3 clusters Score -7310780 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 142116 members 
Entering Unmasked Estep 
Score: -7310802.500000 Penalty: 1081.153320
	Iteration 311Q: 3 clusters Score -7310802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 142194 members 
Entering Unmasked Estep 
Score: -7310815.500000 Penalty: 1081.153320
	Iteration 312Q: 3 clusters Score -7310816 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 142265 members 
Entering Unmasked Estep 
Score: -7310839.500000 Penalty: 1081.153320
	Iteration 313Q: 3 clusters Score -7310840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 142331 members 
Entering Unmasked Estep 
Score: -7310829.500000 Penalty: 1081.153320
	Iteration 314Q: 3 clusters Score -7310830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 142385 members 
Entering Unmasked Estep 
Score: -7310835.500000 Penalty: 1081.153320
	Iteration 315Q: 3 clusters Score -7310836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 142437 members 
Entering Unmasked Estep 
Score: -7310847.000000 Penalty: 1081.153320
	Iteration 316Q: 3 clusters Score -7310847 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 142480 members 
Entering Unmasked Estep 
Score: -7310869.000000 Penalty: 1081.153320
	Iteration 317Q: 3 clusters Score -7310869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 142518 members 
Entering Unmasked Estep 
Score: -7310853.000000 Penalty: 1081.153320
	Iteration 318Q: 3 clusters Score -7310853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 142552 members 
Entering Unmasked Estep 
Score: -7310854.000000 Penalty: 1081.153320
	Iteration 319Q: 3 clusters Score -7310854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -7310857.000000 Penalty: 1081.153320
	Iteration 320F: 3 clusters Score -7310857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 142629 members 
Entering Unmasked Estep 
Score: -7310872.500000 Penalty: 1081.153320
	Iteration 321Q: 3 clusters Score -7310872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 142668 members 
Entering Unmasked Estep 
Score: -7310877.500000 Penalty: 1081.153320
	Iteration 322Q: 3 clusters Score -7310878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 142706 members 
Entering Unmasked Estep 
Score: -7310873.500000 Penalty: 1081.153320
	Iteration 323Q: 3 clusters Score -7310874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 142741 members 
Entering Unmasked Estep 
Score: -7310876.000000 Penalty: 1081.153320
	Iteration 324Q: 3 clusters Score -7310876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 142779 members 
Entering Unmasked Estep 
Score: -7310886.000000 Penalty: 1081.153320
	Iteration 325Q: 3 clusters Score -7310886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 142809 members 
Entering Unmasked Estep 
Score: -7310897.500000 Penalty: 1081.153320
	Iteration 326Q: 3 clusters Score -7310898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 142838 members 
Entering Unmasked Estep 
Score: -7310888.000000 Penalty: 1081.153320
	Iteration 327Q: 3 clusters Score -7310888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 142868 members 
Entering Unmasked Estep 
Score: -7310900.000000 Penalty: 1081.153320
	Iteration 328Q: 3 clusters Score -7310900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -7310913.500000 Penalty: 1081.153320
	Iteration 329Q: 3 clusters Score -7310914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 142922 members 
Entering Unmasked Estep 
Score: -7310912.000000 Penalty: 1081.153320
	Iteration 330Q: 3 clusters Score -7310912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -7310925.500000 Penalty: 1081.153320
	Iteration 331Q: 3 clusters Score -7310926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 142982 members 
Entering Unmasked Estep 
Score: -7310926.000000 Penalty: 1081.153320
	Iteration 332Q: 3 clusters Score -7310926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 143001 members 
Entering Unmasked Estep 
Score: -7310930.500000 Penalty: 1081.153320
	Iteration 333Q: 3 clusters Score -7310930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 143021 members 
Entering Unmasked Estep 
Score: -7310929.000000 Penalty: 1081.153320
	Iteration 334Q: 3 clusters Score -7310929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 143044 members 
Entering Unmasked Estep 
Score: -7310930.000000 Penalty: 1081.153320
	Iteration 335Q: 3 clusters Score -7310930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 143070 members 
Entering Unmasked Estep 
Score: -7310941.000000 Penalty: 1081.153320
	Iteration 336Q: 3 clusters Score -7310941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 143099 members 
Entering Unmasked Estep 
Score: -7310940.000000 Penalty: 1081.153320
	Iteration 337Q: 3 clusters Score -7310940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 143124 members 
Entering Unmasked Estep 
Score: -7310927.500000 Penalty: 1081.153320
	Iteration 338Q: 3 clusters Score -7310928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 143147 members 
Entering Unmasked Estep 
Score: -7310932.000000 Penalty: 1081.153320
	Iteration 339Q: 3 clusters Score -7310932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 143162 members 
Entering Unmasked Estep 
Score: -7310938.000000 Penalty: 1081.153320
	Iteration 340F: 3 clusters Score -7310938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -7310943.000000 Penalty: 1081.153320
	Iteration 341Q: 3 clusters Score -7310943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 143202 members 
Entering Unmasked Estep 
Score: -7310953.000000 Penalty: 1081.153320
	Iteration 342Q: 3 clusters Score -7310953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 143218 members 
Entering Unmasked Estep 
Score: -7310954.000000 Penalty: 1081.153320
	Iteration 343Q: 3 clusters Score -7310954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 143240 members 
Entering Unmasked Estep 
Score: -7310970.000000 Penalty: 1081.153320
	Iteration 344Q: 3 clusters Score -7310970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 143268 members 
Entering Unmasked Estep 
Score: -7310966.000000 Penalty: 1081.153320
	Iteration 345Q: 3 clusters Score -7310966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 143287 members 
Entering Unmasked Estep 
Score: -7310962.500000 Penalty: 1081.153320
	Iteration 346Q: 3 clusters Score -7310962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 143313 members 
Entering Unmasked Estep 
Score: -7310977.000000 Penalty: 1081.153320
	Iteration 347Q: 3 clusters Score -7310977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 143336 members 
Entering Unmasked Estep 
Score: -7310980.500000 Penalty: 1081.153320
	Iteration 348Q: 3 clusters Score -7310980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 143359 members 
Entering Unmasked Estep 
Score: -7310985.500000 Penalty: 1081.153320
	Iteration 349Q: 3 clusters Score -7310986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 143382 members 
Entering Unmasked Estep 
Score: -7310991.500000 Penalty: 1081.153320
	Iteration 350Q: 3 clusters Score -7310992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 143403 members 
Entering Unmasked Estep 
Score: -7310996.000000 Penalty: 1081.153320
	Iteration 351Q: 3 clusters Score -7310996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 143428 members 
Entering Unmasked Estep 
Score: -7311003.000000 Penalty: 1081.153320
	Iteration 352Q: 3 clusters Score -7311003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 143448 members 
Entering Unmasked Estep 
Score: -7310997.500000 Penalty: 1081.153320
	Iteration 353Q: 3 clusters Score -7310998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 143469 members 
Entering Unmasked Estep 
Score: -7311007.000000 Penalty: 1081.153320
	Iteration 354Q: 3 clusters Score -7311007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 143488 members 
Entering Unmasked Estep 
Score: -7311018.500000 Penalty: 1081.153320
	Iteration 355Q: 3 clusters Score -7311018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 143495 members 
Entering Unmasked Estep 
Score: -7311018.000000 Penalty: 1081.153320
	Iteration 356Q: 3 clusters Score -7311018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 143501 members 
Entering Unmasked Estep 
Score: -7311018.000000 Penalty: 1081.153320
	Iteration 357Q: 3 clusters Score -7311018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 143505 members 
Entering Unmasked Estep 
Score: -7311018.500000 Penalty: 1081.153320
	Iteration 358Q: 3 clusters Score -7311018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 143507 members 
Entering Unmasked Estep 
Score: -7311019.500000 Penalty: 1081.153320
	Iteration 359Q: 3 clusters Score -7311020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 143510 members 
Entering Unmasked Estep 
Score: -7311020.500000 Penalty: 1081.153320
	Iteration 360F: 3 clusters Score -7311020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 143513 members 
Entering Unmasked Estep 
Score: -7311023.500000 Penalty: 1081.153320
	Iteration 361Q: 3 clusters Score -7311024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 143515 members 
Entering Unmasked Estep 
Score: -7311024.500000 Penalty: 1081.153320
	Iteration 362Q: 3 clusters Score -7311024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 143516 members 
Entering Unmasked Estep 
Score: -7311022.000000 Penalty: 1081.153320
	Iteration 363Q: 3 clusters Score -7311022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 143517 members 
Entering Unmasked Estep 
Score: -7311024.000000 Penalty: 1081.153320
	Iteration 364Q: 3 clusters Score -7311024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 143518 members 
Entering Unmasked Estep 
Score: -7311022.500000 Penalty: 1081.153320
	Iteration 365Q: 3 clusters Score -7311022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 143518 members 
Entering Unmasked Estep 
Score: -7311022.500000 Penalty: 1081.153320
	Iteration 366F: 3 clusters Score -7311022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 77832 members 
Mstep: Class 3 contains 105997 members 
Mstep: Class 4 contains 120328 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 88964 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 86594 members 
Mstep: Class 10 contains 30978 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 109574 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 3937 members 
Mstep: Class 16 contains 90442 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 19126 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 63330 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 162996 members 
Mstep: Class 28 contains 133706 members 
Mstep: Class 29 contains 62696 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 144467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87354488.000000 Penalty: 26142.113281
Iteration 119Q: 41 clusters Score -8.735449e+07 nChanged 21816
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 77636 members 
Mstep: Class 3 contains 105331 members 
Mstep: Class 4 contains 120042 members 
Mstep: Class 5 contains 8831 members 
Mstep: Class 6 contains 10051 members 
Mstep: Class 7 contains 89678 members 
Mstep: Class 8 contains 9273 members 
Mstep: Class 9 contains 86337 members 
Mstep: Class 10 contains 31168 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 109725 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 4583 members 
Mstep: Class 16 contains 90205 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 8307 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 21 contains 19184 members 
Mstep: Class 22 contains 3027 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 22535 members 
Mstep: Class 25 contains 63982 members 
Mstep: Class 26 contains 4140 members 
Mstep: Class 27 contains 163852 members 
Mstep: Class 28 contains 133872 members 
Mstep: Class 29 contains 62929 members 
Mstep: Class 30 contains 1681 members 
Mstep: Class 31 contains 143808 members 
Mstep: Class 32 contains 32315 members 
Mstep: Class 33 contains 112 members 
Mstep: Class 34 contains 22764 members 
Mstep: Class 35 contains 152609 members 
Mstep: Class 36 contains 35704 members 
Mstep: Class 37 contains 16339 members 
Mstep: Class 38 contains 1330 members 
Mstep: Class 39 contains 1015 members 
Mstep: Class 40 contains 5863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87355872.000000 Penalty: 26142.113281
Iteration 120F: 41 clusters Score -8.735587e+07 nChanged 20539
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 73715 members 
Mstep: Class 2 contains 77202 members 
Mstep: Class 3 contains 104428 members 
Mstep: Class 4 contains 118713 members 
Mstep: Class 5 contains 8663 members 
Mstep: Class 6 contains 10073 members 
Mstep: Class 7 contains 90268 members 
Mstep: Class 8 contains 9270 members 
Mstep: Class 9 contains 86132 members 
Mstep: Class 10 contains 31301 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 107629 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 5062 members 
Mstep: Class 16 contains 90062 members 
Mstep: Class 17 contains 1447 members 
Mstep: Class 18 contains 730 members 
Mstep: Class 19 contains 8375 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 19198 members 
Mstep: Class 22 contains 3051 members 
Mstep: Class 23 contains 6592 members 
Mstep: Class 24 contains 22597 members 
Mstep: Class 25 contains 64377 members 
Mstep: Class 26 contains 4214 members 
Mstep: Class 27 contains 163938 members 
Mstep: Class 28 contains 134032 members 
Mstep: Class 29 contains 62864 members 
Mstep: Class 30 contains 1674 members 
Mstep: Class 31 contains 142515 members 
Mstep: Class 32 contains 33214 members 
Mstep: Class 33 contains 110 members 
Mstep: Class 34 contains 22663 members 
Mstep: Class 35 contains 155183 members 
Mstep: Class 36 contains 36344 members 
Mstep: Class 37 contains 16736 members 
Mstep: Class 38 contains 1482 members 
Mstep: Class 39 contains 1026 members 
Mstep: Class 40 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87357992.000000 Penalty: 26142.113281
Iteration 121Q: 41 clusters Score -8.735799e+07 nChanged 17615
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 76705 members 
Mstep: Class 3 contains 103790 members 
Mstep: Class 4 contains 117333 members 
Mstep: Class 5 contains 8523 members 
Mstep: Class 6 contains 10064 members 
Mstep: Class 7 contains 91114 members 
Mstep: Class 8 contains 9270 members 
Mstep: Class 9 contains 86047 members 
Mstep: Class 10 contains 31573 members 
Mstep: Class 11 contains 2692 members 
Mstep: Class 12 contains 105764 members 
Mstep: Class 13 contains 2254 members 
Mstep: Class 14 contains 1392 members 
Mstep: Class 15 contains 5568 members 
Mstep: Class 16 contains 89967 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 728 members 
Mstep: Class 19 contains 8543 members 
Mstep: Class 20 contains 3096 members 
Mstep: Class 21 contains 19231 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 6614 members 
Mstep: Class 24 contains 22755 members 
Mstep: Class 25 contains 64888 members 
Mstep: Class 26 contains 4305 members 
Mstep: Class 27 contains 164278 members 
Mstep: Class 28 contains 134231 members 
Mstep: Class 29 contains 62787 members 
Mstep: Class 30 contains 1669 members 
Mstep: Class 31 contains 141116 members 
Mstep: Class 32 contains 33884 members 
Mstep: Class 33 contains 106 members 
Mstep: Class 34 contains 22545 members 
Mstep: Class 35 contains 156951 members 
Mstep: Class 36 contains 36769 members 
Mstep: Class 37 contains 17030 members 
Mstep: Class 38 contains 1586 members 
Mstep: Class 39 contains 1034 members 
Mstep: Class 40 contains 6196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87358504.000000 Penalty: 26142.113281
Iteration 122Q: 41 clusters Score -8.73585e+07 nChanged 16464
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 76158 members 
Mstep: Class 3 contains 103280 members 
Mstep: Class 4 contains 116045 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 6 contains 10090 members 
Mstep: Class 7 contains 91942 members 
Mstep: Class 8 contains 9266 members 
Mstep: Class 9 contains 85967 members 
Mstep: Class 10 contains 31869 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 104061 members 
Mstep: Class 13 contains 2177 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 6094 members 
Mstep: Class 16 contains 89888 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 724 members 
Mstep: Class 19 contains 8760 members 
Mstep: Class 20 contains 3108 members 
Mstep: Class 21 contains 19266 members 
Mstep: Class 22 contains 3109 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 22946 members 
Mstep: Class 25 contains 65440 members 
Mstep: Class 26 contains 4393 members 
Mstep: Class 27 contains 164556 members 
Mstep: Class 28 contains 134571 members 
Mstep: Class 29 contains 62769 members 
Mstep: Class 30 contains 1667 members 
Mstep: Class 31 contains 139665 members 
Mstep: Class 32 contains 34597 members 
Mstep: Class 33 contains 104 members 
Mstep: Class 34 contains 22447 members 
Mstep: Class 35 contains 158301 members 
Mstep: Class 36 contains 37052 members 
Mstep: Class 37 contains 17261 members 
Mstep: Class 38 contains 1677 members 
Mstep: Class 39 contains 1035 members 
Mstep: Class 40 contains 6341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87358872.000000 Penalty: 26142.113281
Iteration 123Q: 41 clusters Score -8.735887e+07 nChanged 15499
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 75535 members 
Mstep: Class 3 contains 102909 members 
Mstep: Class 4 contains 114895 members 
Mstep: Class 5 contains 8131 members 
Mstep: Class 6 contains 10140 members 
Mstep: Class 7 contains 92771 members 
Mstep: Class 8 contains 9266 members 
Mstep: Class 9 contains 85919 members 
Mstep: Class 10 contains 32155 members 
Mstep: Class 11 contains 2749 members 
Mstep: Class 12 contains 102486 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 1631 members 
Mstep: Class 15 contains 6669 members 
Mstep: Class 16 contains 89801 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 718 members 
Mstep: Class 19 contains 9037 members 
Mstep: Class 20 contains 3114 members 
Mstep: Class 21 contains 19298 members 
Mstep: Class 22 contains 3168 members 
Mstep: Class 23 contains 6702 members 
Mstep: Class 24 contains 23155 members 
Mstep: Class 25 contains 66017 members 
Mstep: Class 26 contains 4477 members 
Mstep: Class 27 contains 164726 members 
Mstep: Class 28 contains 135064 members 
Mstep: Class 29 contains 62752 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 138190 members 
Mstep: Class 32 contains 35303 members 
Mstep: Class 33 contains 102 members 
Mstep: Class 34 contains 22366 members 
Mstep: Class 35 contains 159266 members 
Mstep: Class 36 contains 37242 members 
Mstep: Class 37 contains 17469 members 
Mstep: Class 38 contains 1752 members 
Mstep: Class 39 contains 1031 members 
Mstep: Class 40 contains 6466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87359224.000000 Penalty: 26142.113281
Iteration 124Q: 41 clusters Score -8.735922e+07 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 74938 members 
Mstep: Class 3 contains 102602 members 
Mstep: Class 4 contains 113809 members 
Mstep: Class 5 contains 7886 members 
Mstep: Class 6 contains 10183 members 
Mstep: Class 7 contains 93508 members 
Mstep: Class 8 contains 9248 members 
Mstep: Class 9 contains 85897 members 
Mstep: Class 10 contains 32494 members 
Mstep: Class 11 contains 2770 members 
Mstep: Class 12 contains 100901 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 7286 members 
Mstep: Class 16 contains 89712 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 19345 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 23352 members 
Mstep: Class 25 contains 66624 members 
Mstep: Class 26 contains 4562 members 
Mstep: Class 27 contains 164738 members 
Mstep: Class 28 contains 135734 members 
Mstep: Class 29 contains 62704 members 
Mstep: Class 30 contains 1660 members 
Mstep: Class 31 contains 136706 members 
Mstep: Class 32 contains 36092 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 22296 members 
Mstep: Class 35 contains 160103 members 
Mstep: Class 36 contains 37427 members 
Mstep: Class 37 contains 17650 members 
Mstep: Class 38 contains 1806 members 
Mstep: Class 39 contains 1023 members 
Mstep: Class 40 contains 6610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87360160.000000 Penalty: 26142.113281
Iteration 125Q: 41 clusters Score -8.736016e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 74318 members 
Mstep: Class 3 contains 102309 members 
Mstep: Class 4 contains 112820 members 
Mstep: Class 5 contains 7610 members 
Mstep: Class 6 contains 10221 members 
Mstep: Class 7 contains 94241 members 
Mstep: Class 8 contains 9217 members 
Mstep: Class 9 contains 85835 members 
Mstep: Class 10 contains 32807 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 99450 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 7900 members 
Mstep: Class 16 contains 89636 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 9627 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 19386 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 6744 members 
Mstep: Class 24 contains 23540 members 
Mstep: Class 25 contains 67261 members 
Mstep: Class 26 contains 4627 members 
Mstep: Class 27 contains 164689 members 
Mstep: Class 28 contains 136435 members 
Mstep: Class 29 contains 62653 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 135276 members 
Mstep: Class 32 contains 36836 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 22258 members 
Mstep: Class 35 contains 160811 members 
Mstep: Class 36 contains 37621 members 
Mstep: Class 37 contains 17806 members 
Mstep: Class 38 contains 1859 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 6766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87360664.000000 Penalty: 26142.113281
Iteration 126Q: 41 clusters Score -8.736066e+07 nChanged 13883
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 73693 members 
Mstep: Class 3 contains 102002 members 
Mstep: Class 4 contains 111953 members 
Mstep: Class 5 contains 7366 members 
Mstep: Class 6 contains 10267 members 
Mstep: Class 7 contains 94912 members 
Mstep: Class 8 contains 9184 members 
Mstep: Class 9 contains 85778 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 2810 members 
Mstep: Class 12 contains 98247 members 
Mstep: Class 13 contains 1865 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 8543 members 
Mstep: Class 16 contains 89596 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 9911 members 
Mstep: Class 20 contains 3168 members 
Mstep: Class 21 contains 19416 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 6776 members 
Mstep: Class 24 contains 23691 members 
Mstep: Class 25 contains 67850 members 
Mstep: Class 26 contains 4680 members 
Mstep: Class 27 contains 164696 members 
Mstep: Class 28 contains 137082 members 
Mstep: Class 29 contains 62636 members 
Mstep: Class 30 contains 1646 members 
Mstep: Class 31 contains 133782 members 
Mstep: Class 32 contains 37592 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 22203 members 
Mstep: Class 35 contains 161326 members 
Mstep: Class 36 contains 37770 members 
Mstep: Class 37 contains 17919 members 
Mstep: Class 38 contains 1905 members 
Mstep: Class 39 contains 1016 members 
Mstep: Class 40 contains 6905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87361392.000000 Penalty: 26142.113281
Iteration 127Q: 41 clusters Score -8.736139e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 72998 members 
Mstep: Class 3 contains 101654 members 
Mstep: Class 4 contains 111253 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 10262 members 
Mstep: Class 7 contains 95642 members 
Mstep: Class 8 contains 9155 members 
Mstep: Class 9 contains 85701 members 
Mstep: Class 10 contains 33464 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 12 contains 97260 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 14 contains 1928 members 
Mstep: Class 15 contains 9073 members 
Mstep: Class 16 contains 89580 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 10196 members 
Mstep: Class 20 contains 3192 members 
Mstep: Class 21 contains 19446 members 
Mstep: Class 22 contains 3397 members 
Mstep: Class 23 contains 6828 members 
Mstep: Class 24 contains 23791 members 
Mstep: Class 25 contains 68472 members 
Mstep: Class 26 contains 4728 members 
Mstep: Class 27 contains 164533 members 
Mstep: Class 28 contains 137739 members 
Mstep: Class 29 contains 62656 members 
Mstep: Class 30 contains 1643 members 
Mstep: Class 31 contains 132267 members 
Mstep: Class 32 contains 38330 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 22158 members 
Mstep: Class 35 contains 161765 members 
Mstep: Class 36 contains 37907 members 
Mstep: Class 37 contains 18020 members 
Mstep: Class 38 contains 1962 members 
Mstep: Class 39 contains 1013 members 
Mstep: Class 40 contains 7054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87362192.000000 Penalty: 26142.113281
Iteration 128Q: 41 clusters Score -8.736219e+07 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 72345 members 
Mstep: Class 3 contains 101341 members 
Mstep: Class 4 contains 110663 members 
Mstep: Class 5 contains 7019 members 
Mstep: Class 6 contains 10240 members 
Mstep: Class 7 contains 96397 members 
Mstep: Class 8 contains 9123 members 
Mstep: Class 9 contains 85552 members 
Mstep: Class 10 contains 33796 members 
Mstep: Class 11 contains 2838 members 
Mstep: Class 12 contains 96361 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 1990 members 
Mstep: Class 15 contains 9530 members 
Mstep: Class 16 contains 89559 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 718 members 
Mstep: Class 19 contains 10470 members 
Mstep: Class 20 contains 3206 members 
Mstep: Class 21 contains 19479 members 
Mstep: Class 22 contains 3471 members 
Mstep: Class 23 contains 6875 members 
Mstep: Class 24 contains 23852 members 
Mstep: Class 25 contains 69096 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 164345 members 
Mstep: Class 28 contains 138344 members 
Mstep: Class 29 contains 62664 members 
Mstep: Class 30 contains 1639 members 
Mstep: Class 31 contains 130723 members 
Mstep: Class 32 contains 39096 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 22108 members 
Mstep: Class 35 contains 162276 members 
Mstep: Class 36 contains 38054 members 
Mstep: Class 37 contains 18102 members 
Mstep: Class 38 contains 2004 members 
Mstep: Class 39 contains 1011 members 
Mstep: Class 40 contains 7197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87363088.000000 Penalty: 26142.113281
Iteration 129Q: 41 clusters Score -8.736309e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 71730 members 
Mstep: Class 3 contains 101037 members 
Mstep: Class 4 contains 110071 members 
Mstep: Class 5 contains 6922 members 
Mstep: Class 6 contains 10220 members 
Mstep: Class 7 contains 97203 members 
Mstep: Class 8 contains 9086 members 
Mstep: Class 9 contains 85351 members 
Mstep: Class 10 contains 34126 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 95551 members 
Mstep: Class 13 contains 1725 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 9921 members 
Mstep: Class 16 contains 89475 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 10736 members 
Mstep: Class 20 contains 3215 members 
Mstep: Class 21 contains 19523 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 6922 members 
Mstep: Class 24 contains 23924 members 
Mstep: Class 25 contains 69778 members 
Mstep: Class 26 contains 4797 members 
Mstep: Class 27 contains 164257 members 
Mstep: Class 28 contains 138863 members 
Mstep: Class 29 contains 62676 members 
Mstep: Class 30 contains 1639 members 
Mstep: Class 31 contains 129197 members 
Mstep: Class 32 contains 39803 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 22045 members 
Mstep: Class 35 contains 162743 members 
Mstep: Class 36 contains 38163 members 
Mstep: Class 37 contains 18149 members 
Mstep: Class 38 contains 2050 members 
Mstep: Class 39 contains 1013 members 
Mstep: Class 40 contains 7327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87363496.000000 Penalty: 26142.113281
Iteration 130Q: 41 clusters Score -8.73635e+07 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 71031 members 
Mstep: Class 3 contains 100746 members 
Mstep: Class 4 contains 109512 members 
Mstep: Class 5 contains 6886 members 
Mstep: Class 6 contains 10207 members 
Mstep: Class 7 contains 98017 members 
Mstep: Class 8 contains 9053 members 
Mstep: Class 9 contains 85164 members 
Mstep: Class 10 contains 34436 members 
Mstep: Class 11 contains 2840 members 
Mstep: Class 12 contains 94877 members 
Mstep: Class 13 contains 1692 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 10249 members 
Mstep: Class 16 contains 89397 members 
Mstep: Class 17 contains 1440 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 10990 members 
Mstep: Class 20 contains 3235 members 
Mstep: Class 21 contains 19546 members 
Mstep: Class 22 contains 3589 members 
Mstep: Class 23 contains 6979 members 
Mstep: Class 24 contains 24071 members 
Mstep: Class 25 contains 70448 members 
Mstep: Class 26 contains 4822 members 
Mstep: Class 27 contains 164221 members 
Mstep: Class 28 contains 139259 members 
Mstep: Class 29 contains 62754 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 127680 members 
Mstep: Class 32 contains 40549 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 21979 members 
Mstep: Class 35 contains 163125 members 
Mstep: Class 36 contains 38281 members 
Mstep: Class 37 contains 18186 members 
Mstep: Class 38 contains 2081 members 
Mstep: Class 39 contains 1013 members 
Mstep: Class 40 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87364080.000000 Penalty: 26142.113281
Iteration 131Q: 41 clusters Score -8.736408e+07 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 70266 members 
Mstep: Class 3 contains 100491 members 
Mstep: Class 4 contains 109031 members 
Mstep: Class 5 contains 6885 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 98854 members 
Mstep: Class 8 contains 9029 members 
Mstep: Class 9 contains 84977 members 
Mstep: Class 10 contains 34776 members 
Mstep: Class 11 contains 2833 members 
Mstep: Class 12 contains 94247 members 
Mstep: Class 13 contains 1661 members 
Mstep: Class 14 contains 2142 members 
Mstep: Class 15 contains 10527 members 
Mstep: Class 16 contains 89251 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 11272 members 
Mstep: Class 20 contains 3249 members 
Mstep: Class 21 contains 19574 members 
Mstep: Class 22 contains 3641 members 
Mstep: Class 23 contains 7022 members 
Mstep: Class 24 contains 24167 members 
Mstep: Class 25 contains 71177 members 
Mstep: Class 26 contains 4840 members 
Mstep: Class 27 contains 164287 members 
Mstep: Class 28 contains 139534 members 
Mstep: Class 29 contains 62779 members 
Mstep: Class 30 contains 1617 members 
Mstep: Class 31 contains 126174 members 
Mstep: Class 32 contains 41314 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 21892 members 
Mstep: Class 35 contains 163441 members 
Mstep: Class 36 contains 38406 members 
Mstep: Class 37 contains 18205 members 
Mstep: Class 38 contains 2113 members 
Mstep: Class 39 contains 1014 members 
Mstep: Class 40 contains 7604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87363944.000000 Penalty: 26142.113281
Iteration 132Q: 41 clusters Score -8.736394e+07 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 69107 members 
Mstep: Class 2 contains 69432 members 
Mstep: Class 3 contains 100259 members 
Mstep: Class 4 contains 108621 members 
Mstep: Class 5 contains 6887 members 
Mstep: Class 6 contains 10209 members 
Mstep: Class 7 contains 99656 members 
Mstep: Class 8 contains 9018 members 
Mstep: Class 9 contains 84828 members 
Mstep: Class 10 contains 35047 members 
Mstep: Class 11 contains 2844 members 
Mstep: Class 12 contains 93746 members 
Mstep: Class 13 contains 1639 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 10760 members 
Mstep: Class 16 contains 89128 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 11567 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 19591 members 
Mstep: Class 22 contains 3707 members 
Mstep: Class 23 contains 7044 members 
Mstep: Class 24 contains 24239 members 
Mstep: Class 25 contains 71858 members 
Mstep: Class 26 contains 4850 members 
Mstep: Class 27 contains 164283 members 
Mstep: Class 28 contains 139761 members 
Mstep: Class 29 contains 62798 members 
Mstep: Class 30 contains 1600 members 
Mstep: Class 31 contains 124742 members 
Mstep: Class 32 contains 42088 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 21876 members 
Mstep: Class 35 contains 163705 members 
Mstep: Class 36 contains 38524 members 
Mstep: Class 37 contains 18202 members 
Mstep: Class 38 contains 2146 members 
Mstep: Class 39 contains 1006 members 
Mstep: Class 40 contains 7755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87364288.000000 Penalty: 26142.113281
Iteration 133Q: 41 clusters Score -8.736429e+07 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 68643 members 
Mstep: Class 3 contains 99980 members 
Mstep: Class 4 contains 108205 members 
Mstep: Class 5 contains 6901 members 
Mstep: Class 6 contains 10224 members 
Mstep: Class 7 contains 100374 members 
Mstep: Class 8 contains 8998 members 
Mstep: Class 9 contains 84732 members 
Mstep: Class 10 contains 35349 members 
Mstep: Class 11 contains 2845 members 
Mstep: Class 12 contains 93331 members 
Mstep: Class 13 contains 1612 members 
Mstep: Class 14 contains 2207 members 
Mstep: Class 15 contains 10972 members 
Mstep: Class 16 contains 89018 members 
Mstep: Class 17 contains 1451 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 11886 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 19615 members 
Mstep: Class 22 contains 3771 members 
Mstep: Class 23 contains 7076 members 
Mstep: Class 24 contains 24306 members 
Mstep: Class 25 contains 72451 members 
Mstep: Class 26 contains 4866 members 
Mstep: Class 27 contains 164288 members 
Mstep: Class 28 contains 139912 members 
Mstep: Class 29 contains 62855 members 
Mstep: Class 30 contains 1590 members 
Mstep: Class 31 contains 123347 members 
Mstep: Class 32 contains 42931 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 21869 members 
Mstep: Class 35 contains 163916 members 
Mstep: Class 36 contains 38630 members 
Mstep: Class 37 contains 18175 members 
Mstep: Class 38 contains 2182 members 
Mstep: Class 39 contains 992 members 
Mstep: Class 40 contains 7881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87364472.000000 Penalty: 26142.113281
Iteration 134Q: 41 clusters Score -8.736447e+07 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 67813 members 
Mstep: Class 3 contains 99615 members 
Mstep: Class 4 contains 107871 members 
Mstep: Class 5 contains 6927 members 
Mstep: Class 6 contains 10256 members 
Mstep: Class 7 contains 101070 members 
Mstep: Class 8 contains 8975 members 
Mstep: Class 9 contains 84634 members 
Mstep: Class 10 contains 35672 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 92977 members 
Mstep: Class 13 contains 1591 members 
Mstep: Class 14 contains 2239 members 
Mstep: Class 15 contains 11175 members 
Mstep: Class 16 contains 88927 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 12194 members 
Mstep: Class 20 contains 3325 members 
Mstep: Class 21 contains 19639 members 
Mstep: Class 22 contains 3816 members 
Mstep: Class 23 contains 7097 members 
Mstep: Class 24 contains 24378 members 
Mstep: Class 25 contains 73050 members 
Mstep: Class 26 contains 4875 members 
Mstep: Class 27 contains 164257 members 
Mstep: Class 28 contains 140014 members 
Mstep: Class 29 contains 62928 members 
Mstep: Class 30 contains 1580 members 
Mstep: Class 31 contains 121984 members 
Mstep: Class 32 contains 43831 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 21848 members 
Mstep: Class 35 contains 164167 members 
Mstep: Class 36 contains 38696 members 
Mstep: Class 37 contains 18150 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 989 members 
Mstep: Class 40 contains 8000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87365056.000000 Penalty: 26142.113281
Iteration 135Q: 41 clusters Score -8.736506e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 66982 members 
Mstep: Class 3 contains 99283 members 
Mstep: Class 4 contains 107505 members 
Mstep: Class 5 contains 6964 members 
Mstep: Class 6 contains 10280 members 
Mstep: Class 7 contains 101758 members 
Mstep: Class 8 contains 8953 members 
Mstep: Class 9 contains 84471 members 
Mstep: Class 10 contains 36039 members 
Mstep: Class 11 contains 2874 members 
Mstep: Class 12 contains 92511 members 
Mstep: Class 13 contains 1570 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 11331 members 
Mstep: Class 16 contains 88858 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 12535 members 
Mstep: Class 20 contains 3342 members 
Mstep: Class 21 contains 19677 members 
Mstep: Class 22 contains 3865 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 24423 members 
Mstep: Class 25 contains 73650 members 
Mstep: Class 26 contains 4887 members 
Mstep: Class 27 contains 164309 members 
Mstep: Class 28 contains 140078 members 
Mstep: Class 29 contains 62945 members 
Mstep: Class 30 contains 1572 members 
Mstep: Class 31 contains 120624 members 
Mstep: Class 32 contains 44667 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 21837 members 
Mstep: Class 35 contains 164469 members 
Mstep: Class 36 contains 38832 members 
Mstep: Class 37 contains 18130 members 
Mstep: Class 38 contains 2270 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 8114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87365448.000000 Penalty: 26142.113281
Iteration 136Q: 41 clusters Score -8.736545e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 66091 members 
Mstep: Class 3 contains 98975 members 
Mstep: Class 4 contains 107129 members 
Mstep: Class 5 contains 6984 members 
Mstep: Class 6 contains 10286 members 
Mstep: Class 7 contains 102461 members 
Mstep: Class 8 contains 8937 members 
Mstep: Class 9 contains 84287 members 
Mstep: Class 10 contains 36471 members 
Mstep: Class 11 contains 2877 members 
Mstep: Class 12 contains 92076 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 2304 members 
Mstep: Class 15 contains 11463 members 
Mstep: Class 16 contains 88786 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 12871 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 7135 members 
Mstep: Class 24 contains 24468 members 
Mstep: Class 25 contains 74285 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 164408 members 
Mstep: Class 28 contains 139959 members 
Mstep: Class 29 contains 62959 members 
Mstep: Class 30 contains 1561 members 
Mstep: Class 31 contains 119361 members 
Mstep: Class 32 contains 45564 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 21853 members 
Mstep: Class 35 contains 164750 members 
Mstep: Class 36 contains 38947 members 
Mstep: Class 37 contains 18092 members 
Mstep: Class 38 contains 2336 members 
Mstep: Class 39 contains 969 members 
Mstep: Class 40 contains 8236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87365624.000000 Penalty: 26142.113281
Iteration 137Q: 41 clusters Score -8.736562e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 65171 members 
Mstep: Class 3 contains 98682 members 
Mstep: Class 4 contains 106803 members 
Mstep: Class 5 contains 6996 members 
Mstep: Class 6 contains 10309 members 
Mstep: Class 7 contains 103179 members 
Mstep: Class 8 contains 8916 members 
Mstep: Class 9 contains 84122 members 
Mstep: Class 10 contains 36903 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 91681 members 
Mstep: Class 13 contains 1532 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 11588 members 
Mstep: Class 16 contains 88678 members 
Mstep: Class 17 contains 1474 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 13215 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 19749 members 
Mstep: Class 22 contains 3956 members 
Mstep: Class 23 contains 7178 members 
Mstep: Class 24 contains 24517 members 
Mstep: Class 25 contains 74861 members 
Mstep: Class 26 contains 4903 members 
Mstep: Class 27 contains 164342 members 
Mstep: Class 28 contains 139877 members 
Mstep: Class 29 contains 62981 members 
Mstep: Class 30 contains 1549 members 
Mstep: Class 31 contains 118144 members 
Mstep: Class 32 contains 46513 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 21875 members 
Mstep: Class 35 contains 165003 members 
Mstep: Class 36 contains 39104 members 
Mstep: Class 37 contains 18060 members 
Mstep: Class 38 contains 2410 members 
Mstep: Class 39 contains 960 members 
Mstep: Class 40 contains 8333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87366248.000000 Penalty: 26142.113281
Iteration 138Q: 41 clusters Score -8.736625e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 64225 members 
Mstep: Class 3 contains 98389 members 
Mstep: Class 4 contains 106457 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 10342 members 
Mstep: Class 7 contains 103908 members 
Mstep: Class 8 contains 8888 members 
Mstep: Class 9 contains 83968 members 
Mstep: Class 10 contains 37366 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 91240 members 
Mstep: Class 13 contains 1507 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 11710 members 
Mstep: Class 16 contains 88579 members 
Mstep: Class 17 contains 1480 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 13549 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 19792 members 
Mstep: Class 22 contains 4006 members 
Mstep: Class 23 contains 7228 members 
Mstep: Class 24 contains 24586 members 
Mstep: Class 25 contains 75480 members 
Mstep: Class 26 contains 4909 members 
Mstep: Class 27 contains 164281 members 
Mstep: Class 28 contains 139658 members 
Mstep: Class 29 contains 62983 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 116990 members 
Mstep: Class 32 contains 47387 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 21896 members 
Mstep: Class 35 contains 165310 members 
Mstep: Class 36 contains 39303 members 
Mstep: Class 37 contains 18039 members 
Mstep: Class 38 contains 2485 members 
Mstep: Class 39 contains 946 members 
Mstep: Class 40 contains 8413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87366376.000000 Penalty: 26142.113281
Iteration 139Q: 41 clusters Score -8.736638e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 63300 members 
Mstep: Class 3 contains 98090 members 
Mstep: Class 4 contains 106112 members 
Mstep: Class 5 contains 7013 members 
Mstep: Class 6 contains 10351 members 
Mstep: Class 7 contains 104502 members 
Mstep: Class 8 contains 8865 members 
Mstep: Class 9 contains 83867 members 
Mstep: Class 10 contains 37823 members 
Mstep: Class 11 contains 2949 members 
Mstep: Class 12 contains 90838 members 
Mstep: Class 13 contains 1487 members 
Mstep: Class 14 contains 2403 members 
Mstep: Class 15 contains 11813 members 
Mstep: Class 16 contains 88486 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 13864 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 19818 members 
Mstep: Class 22 contains 4072 members 
Mstep: Class 23 contains 7289 members 
Mstep: Class 24 contains 24630 members 
Mstep: Class 25 contains 76094 members 
Mstep: Class 26 contains 4916 members 
Mstep: Class 27 contains 164272 members 
Mstep: Class 28 contains 139405 members 
Mstep: Class 29 contains 62992 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 115871 members 
Mstep: Class 32 contains 48335 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 21936 members 
Mstep: Class 35 contains 165571 members 
Mstep: Class 36 contains 39521 members 
Mstep: Class 37 contains 18015 members 
Mstep: Class 38 contains 2559 members 
Mstep: Class 39 contains 932 members 
Mstep: Class 40 contains 8481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87368016.000000 Penalty: 26142.113281
Iteration 140F: 41 clusters Score -8.736802e+07 nChanged 11670
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 62451 members 
Mstep: Class 3 contains 97793 members 
Mstep: Class 4 contains 105812 members 
Mstep: Class 5 contains 6826 members 
Mstep: Class 6 contains 10359 members 
Mstep: Class 7 contains 105068 members 
Mstep: Class 8 contains 8831 members 
Mstep: Class 9 contains 83764 members 
Mstep: Class 10 contains 38336 members 
Mstep: Class 11 contains 3026 members 
Mstep: Class 12 contains 90379 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 2433 members 
Mstep: Class 15 contains 12309 members 
Mstep: Class 16 contains 88320 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 14213 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 19849 members 
Mstep: Class 22 contains 4138 members 
Mstep: Class 23 contains 7333 members 
Mstep: Class 24 contains 24655 members 
Mstep: Class 25 contains 76754 members 
Mstep: Class 26 contains 4934 members 
Mstep: Class 27 contains 164203 members 
Mstep: Class 28 contains 139136 members 
Mstep: Class 29 contains 63011 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 114762 members 
Mstep: Class 32 contains 49297 members 
Mstep: Class 33 contains 103 members 
Mstep: Class 34 contains 21987 members 
Mstep: Class 35 contains 165630 members 
Mstep: Class 36 contains 39729 members 
Mstep: Class 37 contains 17985 members 
Mstep: Class 38 contains 2656 members 
Mstep: Class 39 contains 918 members 
Mstep: Class 40 contains 8539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87369312.000000 Penalty: 26142.113281
Iteration 141Q: 41 clusters Score -8.736931e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 61611 members 
Mstep: Class 3 contains 97512 members 
Mstep: Class 4 contains 105429 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 10352 members 
Mstep: Class 7 contains 105610 members 
Mstep: Class 8 contains 8792 members 
Mstep: Class 9 contains 83692 members 
Mstep: Class 10 contains 38852 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 89902 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 2464 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 88190 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 14541 members 
Mstep: Class 20 contains 3437 members 
Mstep: Class 21 contains 19878 members 
Mstep: Class 22 contains 4194 members 
Mstep: Class 23 contains 7378 members 
Mstep: Class 24 contains 24716 members 
Mstep: Class 25 contains 77334 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 164214 members 
Mstep: Class 28 contains 138871 members 
Mstep: Class 29 contains 63028 members 
Mstep: Class 30 contains 1528 members 
Mstep: Class 31 contains 113667 members 
Mstep: Class 32 contains 50214 members 
Mstep: Class 33 contains 105 members 
Mstep: Class 34 contains 22043 members 
Mstep: Class 35 contains 165736 members 
Mstep: Class 36 contains 39982 members 
Mstep: Class 37 contains 17970 members 
Mstep: Class 38 contains 2732 members 
Mstep: Class 39 contains 905 members 
Mstep: Class 40 contains 8585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87369648.000000 Penalty: 26142.113281
Iteration 142Q: 41 clusters Score -8.736965e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 60810 members 
Mstep: Class 3 contains 97217 members 
Mstep: Class 4 contains 105013 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 10347 members 
Mstep: Class 7 contains 106226 members 
Mstep: Class 8 contains 8764 members 
Mstep: Class 9 contains 83624 members 
Mstep: Class 10 contains 39371 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 89333 members 
Mstep: Class 13 contains 1393 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 13100 members 
Mstep: Class 16 contains 88011 members 
Mstep: Class 17 contains 1506 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 14873 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 19906 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 7438 members 
Mstep: Class 24 contains 24764 members 
Mstep: Class 25 contains 77874 members 
Mstep: Class 26 contains 4969 members 
Mstep: Class 27 contains 164302 members 
Mstep: Class 28 contains 138601 members 
Mstep: Class 29 contains 63039 members 
Mstep: Class 30 contains 1523 members 
Mstep: Class 31 contains 112649 members 
Mstep: Class 32 contains 51120 members 
Mstep: Class 33 contains 105 members 
Mstep: Class 34 contains 22068 members 
Mstep: Class 35 contains 165867 members 
Mstep: Class 36 contains 40263 members 
Mstep: Class 37 contains 17962 members 
Mstep: Class 38 contains 2815 members 
Mstep: Class 39 contains 896 members 
Mstep: Class 40 contains 8624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87370512.000000 Penalty: 26142.113281
Iteration 143Q: 41 clusters Score -8.737051e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 60038 members 
Mstep: Class 3 contains 96972 members 
Mstep: Class 4 contains 104589 members 
Mstep: Class 5 contains 6316 members 
Mstep: Class 6 contains 10338 members 
Mstep: Class 7 contains 106771 members 
Mstep: Class 8 contains 8750 members 
Mstep: Class 9 contains 83537 members 
Mstep: Class 10 contains 39896 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 88808 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 2527 members 
Mstep: Class 15 contains 13428 members 
Mstep: Class 16 contains 87980 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 713 members 
Mstep: Class 19 contains 15159 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 19933 members 
Mstep: Class 22 contains 4333 members 
Mstep: Class 23 contains 7488 members 
Mstep: Class 24 contains 24797 members 
Mstep: Class 25 contains 78273 members 
Mstep: Class 26 contains 4985 members 
Mstep: Class 27 contains 164356 members 
Mstep: Class 28 contains 138299 members 
Mstep: Class 29 contains 63064 members 
Mstep: Class 30 contains 1518 members 
Mstep: Class 31 contains 111676 members 
Mstep: Class 32 contains 52086 members 
Mstep: Class 33 contains 105 members 
Mstep: Class 34 contains 22106 members 
Mstep: Class 35 contains 166002 members 
Mstep: Class 36 contains 40535 members 
Mstep: Class 37 contains 17941 members 
Mstep: Class 38 contains 2922 members 
Mstep: Class 39 contains 884 members 
Mstep: Class 40 contains 8659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87371432.000000 Penalty: 26142.113281
Iteration 144Q: 41 clusters Score -8.737143e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 64450 members 
Mstep: Class 2 contains 59287 members 
Mstep: Class 3 contains 96681 members 
Mstep: Class 4 contains 104180 members 
Mstep: Class 5 contains 6158 members 
Mstep: Class 6 contains 10320 members 
Mstep: Class 7 contains 107313 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 83439 members 
Mstep: Class 10 contains 40412 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 88322 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 2552 members 
Mstep: Class 15 contains 13712 members 
Mstep: Class 16 contains 88001 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 15459 members 
Mstep: Class 20 contains 3449 members 
Mstep: Class 21 contains 19967 members 
Mstep: Class 22 contains 4411 members 
Mstep: Class 23 contains 7516 members 
Mstep: Class 24 contains 24828 members 
Mstep: Class 25 contains 78622 members 
Mstep: Class 26 contains 4992 members 
Mstep: Class 27 contains 164435 members 
Mstep: Class 28 contains 138015 members 
Mstep: Class 29 contains 63110 members 
Mstep: Class 30 contains 1515 members 
Mstep: Class 31 contains 110789 members 
Mstep: Class 32 contains 53046 members 
Mstep: Class 33 contains 106 members 
Mstep: Class 34 contains 22155 members 
Mstep: Class 35 contains 166064 members 
Mstep: Class 36 contains 40809 members 
Mstep: Class 37 contains 17909 members 
Mstep: Class 38 contains 3032 members 
Mstep: Class 39 contains 875 members 
Mstep: Class 40 contains 8692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87372472.000000 Penalty: 26142.113281
Iteration 145Q: 41 clusters Score -8.737247e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 58479 members 
Mstep: Class 3 contains 96369 members 
Mstep: Class 4 contains 103869 members 
Mstep: Class 5 contains 6041 members 
Mstep: Class 6 contains 10269 members 
Mstep: Class 7 contains 107845 members 
Mstep: Class 8 contains 8698 members 
Mstep: Class 9 contains 83388 members 
Mstep: Class 10 contains 40978 members 
Mstep: Class 11 contains 3457 members 
Mstep: Class 12 contains 87681 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 13933 members 
Mstep: Class 16 contains 87929 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 15749 members 
Mstep: Class 20 contains 3461 members 
Mstep: Class 21 contains 19993 members 
Mstep: Class 22 contains 4504 members 
Mstep: Class 23 contains 7552 members 
Mstep: Class 24 contains 24884 members 
Mstep: Class 25 contains 79034 members 
Mstep: Class 26 contains 4996 members 
Mstep: Class 27 contains 164470 members 
Mstep: Class 28 contains 137834 members 
Mstep: Class 29 contains 63123 members 
Mstep: Class 30 contains 1513 members 
Mstep: Class 31 contains 109915 members 
Mstep: Class 32 contains 54018 members 
Mstep: Class 33 contains 107 members 
Mstep: Class 34 contains 22193 members 
Mstep: Class 35 contains 166138 members 
Mstep: Class 36 contains 41092 members 
Mstep: Class 37 contains 17881 members 
Mstep: Class 38 contains 3153 members 
Mstep: Class 39 contains 870 members 
Mstep: Class 40 contains 8719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87372824.000000 Penalty: 26142.113281
Iteration 146Q: 41 clusters Score -8.737282e+07 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 57672 members 
Mstep: Class 3 contains 96055 members 
Mstep: Class 4 contains 103614 members 
Mstep: Class 5 contains 5954 members 
Mstep: Class 6 contains 10233 members 
Mstep: Class 7 contains 108349 members 
Mstep: Class 8 contains 8682 members 
Mstep: Class 9 contains 83298 members 
Mstep: Class 10 contains 41557 members 
Mstep: Class 11 contains 3552 members 
Mstep: Class 12 contains 86914 members 
Mstep: Class 13 contains 1316 members 
Mstep: Class 14 contains 2611 members 
Mstep: Class 15 contains 14107 members 
Mstep: Class 16 contains 87907 members 
Mstep: Class 17 contains 1529 members 
Mstep: Class 18 contains 713 members 
Mstep: Class 19 contains 16058 members 
Mstep: Class 20 contains 3475 members 
Mstep: Class 21 contains 20019 members 
Mstep: Class 22 contains 4578 members 
Mstep: Class 23 contains 7590 members 
Mstep: Class 24 contains 24955 members 
Mstep: Class 25 contains 79436 members 
Mstep: Class 26 contains 4998 members 
Mstep: Class 27 contains 164540 members 
Mstep: Class 28 contains 137682 members 
Mstep: Class 29 contains 63106 members 
Mstep: Class 30 contains 1510 members 
Mstep: Class 31 contains 109093 members 
Mstep: Class 32 contains 55032 members 
Mstep: Class 33 contains 106 members 
Mstep: Class 34 contains 22219 members 
Mstep: Class 35 contains 166228 members 
Mstep: Class 36 contains 41411 members 
Mstep: Class 37 contains 17862 members 
Mstep: Class 38 contains 3257 members 
Mstep: Class 39 contains 854 members 
Mstep: Class 40 contains 8738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87373456.000000 Penalty: 26142.113281
Iteration 147Q: 41 clusters Score -8.737346e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 56884 members 
Mstep: Class 3 contains 95757 members 
Mstep: Class 4 contains 103364 members 
Mstep: Class 5 contains 5870 members 
Mstep: Class 6 contains 10208 members 
Mstep: Class 7 contains 108893 members 
Mstep: Class 8 contains 8677 members 
Mstep: Class 9 contains 83141 members 
Mstep: Class 10 contains 42154 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 86168 members 
Mstep: Class 13 contains 1305 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 14258 members 
Mstep: Class 16 contains 87855 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 16370 members 
Mstep: Class 20 contains 3494 members 
Mstep: Class 21 contains 20037 members 
Mstep: Class 22 contains 4662 members 
Mstep: Class 23 contains 7652 members 
Mstep: Class 24 contains 25017 members 
Mstep: Class 25 contains 79854 members 
Mstep: Class 26 contains 4997 members 
Mstep: Class 27 contains 164517 members 
Mstep: Class 28 contains 137587 members 
Mstep: Class 29 contains 63090 members 
Mstep: Class 30 contains 1506 members 
Mstep: Class 31 contains 108281 members 
Mstep: Class 32 contains 56034 members 
Mstep: Class 33 contains 105 members 
Mstep: Class 34 contains 22252 members 
Mstep: Class 35 contains 166304 members 
Mstep: Class 36 contains 41743 members 
Mstep: Class 37 contains 17848 members 
Mstep: Class 38 contains 3356 members 
Mstep: Class 39 contains 846 members 
Mstep: Class 40 contains 8750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87374088.000000 Penalty: 26142.113281
Iteration 148Q: 41 clusters Score -8.737409e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 56119 members 
Mstep: Class 3 contains 95459 members 
Mstep: Class 4 contains 103143 members 
Mstep: Class 5 contains 5772 members 
Mstep: Class 6 contains 10168 members 
Mstep: Class 7 contains 109415 members 
Mstep: Class 8 contains 8667 members 
Mstep: Class 9 contains 82950 members 
Mstep: Class 10 contains 42767 members 
Mstep: Class 11 contains 3708 members 
Mstep: Class 12 contains 85411 members 
Mstep: Class 13 contains 1305 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 14386 members 
Mstep: Class 16 contains 87794 members 
Mstep: Class 17 contains 1542 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 16637 members 
Mstep: Class 20 contains 3504 members 
Mstep: Class 21 contains 20064 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 7713 members 
Mstep: Class 24 contains 25056 members 
Mstep: Class 25 contains 80273 members 
Mstep: Class 26 contains 4992 members 
Mstep: Class 27 contains 164521 members 
Mstep: Class 28 contains 137527 members 
Mstep: Class 29 contains 63071 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 107528 members 
Mstep: Class 32 contains 57069 members 
Mstep: Class 33 contains 105 members 
Mstep: Class 34 contains 22247 members 
Mstep: Class 35 contains 166412 members 
Mstep: Class 36 contains 42117 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 3446 members 
Mstep: Class 39 contains 837 members 
Mstep: Class 40 contains 8770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87374936.000000 Penalty: 26142.113281
Iteration 149Q: 41 clusters Score -8.737494e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 55337 members 
Mstep: Class 3 contains 95189 members 
Mstep: Class 4 contains 102967 members 
Mstep: Class 5 contains 5704 members 
Mstep: Class 6 contains 10154 members 
Mstep: Class 7 contains 109815 members 
Mstep: Class 8 contains 8668 members 
Mstep: Class 9 contains 82696 members 
Mstep: Class 10 contains 43430 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 84678 members 
Mstep: Class 13 contains 1305 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 14491 members 
Mstep: Class 16 contains 87701 members 
Mstep: Class 17 contains 1547 members 
Mstep: Class 18 contains 718 members 
Mstep: Class 19 contains 16866 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 20086 members 
Mstep: Class 22 contains 4800 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 25077 members 
Mstep: Class 25 contains 80790 members 
Mstep: Class 26 contains 4990 members 
Mstep: Class 27 contains 164491 members 
Mstep: Class 28 contains 137449 members 
Mstep: Class 29 contains 63054 members 
Mstep: Class 30 contains 1502 members 
Mstep: Class 31 contains 106817 members 
Mstep: Class 32 contains 58139 members 
Mstep: Class 33 contains 105 members 
Mstep: Class 34 contains 22244 members 
Mstep: Class 35 contains 166540 members 
Mstep: Class 36 contains 42463 members 
Mstep: Class 37 contains 17828 members 
Mstep: Class 38 contains 3536 members 
Mstep: Class 39 contains 823 members 
Mstep: Class 40 contains 8781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87375560.000000 Penalty: 26142.113281
Iteration 150Q: 41 clusters Score -8.737556e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 54560 members 
Mstep: Class 3 contains 94957 members 
Mstep: Class 4 contains 102774 members 
Mstep: Class 5 contains 5654 members 
Mstep: Class 6 contains 10146 members 
Mstep: Class 7 contains 110258 members 
Mstep: Class 8 contains 8669 members 
Mstep: Class 9 contains 82418 members 
Mstep: Class 10 contains 44059 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 83921 members 
Mstep: Class 13 contains 1303 members 
Mstep: Class 14 contains 2696 members 
Mstep: Class 15 contains 14575 members 
Mstep: Class 16 contains 87565 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 17117 members 
Mstep: Class 20 contains 3541 members 
Mstep: Class 21 contains 20113 members 
Mstep: Class 22 contains 4855 members 
Mstep: Class 23 contains 7857 members 
Mstep: Class 24 contains 25084 members 
Mstep: Class 25 contains 81290 members 
Mstep: Class 26 contains 4980 members 
Mstep: Class 27 contains 164499 members 
Mstep: Class 28 contains 137365 members 
Mstep: Class 29 contains 63046 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 106137 members 
Mstep: Class 32 contains 59231 members 
Mstep: Class 33 contains 105 members 
Mstep: Class 34 contains 22230 members 
Mstep: Class 35 contains 166640 members 
Mstep: Class 36 contains 42856 members 
Mstep: Class 37 contains 17841 members 
Mstep: Class 38 contains 3632 members 
Mstep: Class 39 contains 818 members 
Mstep: Class 40 contains 8796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87375952.000000 Penalty: 26142.113281
Iteration 151Q: 41 clusters Score -8.737595e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 53808 members 
Mstep: Class 3 contains 94686 members 
Mstep: Class 4 contains 102563 members 
Mstep: Class 5 contains 5614 members 
Mstep: Class 6 contains 10116 members 
Mstep: Class 7 contains 110680 members 
Mstep: Class 8 contains 8661 members 
Mstep: Class 9 contains 82170 members 
Mstep: Class 10 contains 44686 members 
Mstep: Class 11 contains 3925 members 
Mstep: Class 12 contains 83162 members 
Mstep: Class 13 contains 1302 members 
Mstep: Class 14 contains 2710 members 
Mstep: Class 15 contains 14651 members 
Mstep: Class 16 contains 87417 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 17363 members 
Mstep: Class 20 contains 3550 members 
Mstep: Class 21 contains 20160 members 
Mstep: Class 22 contains 4913 members 
Mstep: Class 23 contains 7918 members 
Mstep: Class 24 contains 25070 members 
Mstep: Class 25 contains 81813 members 
Mstep: Class 26 contains 4970 members 
Mstep: Class 27 contains 164505 members 
Mstep: Class 28 contains 137412 members 
Mstep: Class 29 contains 62992 members 
Mstep: Class 30 contains 1498 members 
Mstep: Class 31 contains 105476 members 
Mstep: Class 32 contains 60282 members 
Mstep: Class 33 contains 105 members 
Mstep: Class 34 contains 22232 members 
Mstep: Class 35 contains 166722 members 
Mstep: Class 36 contains 43252 members 
Mstep: Class 37 contains 17843 members 
Mstep: Class 38 contains 3717 members 
Mstep: Class 39 contains 813 members 
Mstep: Class 40 contains 8805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87376536.000000 Penalty: 26142.113281
Iteration 152Q: 41 clusters Score -8.737654e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 53103 members 
Mstep: Class 3 contains 94470 members 
Mstep: Class 4 contains 102389 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 10104 members 
Mstep: Class 7 contains 111029 members 
Mstep: Class 8 contains 8665 members 
Mstep: Class 9 contains 81893 members 
Mstep: Class 10 contains 45345 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 82445 members 
Mstep: Class 13 contains 1299 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 14721 members 
Mstep: Class 16 contains 87250 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 724 members 
Mstep: Class 19 contains 17593 members 
Mstep: Class 20 contains 3558 members 
Mstep: Class 21 contains 20187 members 
Mstep: Class 22 contains 4968 members 
Mstep: Class 23 contains 7956 members 
Mstep: Class 24 contains 25038 members 
Mstep: Class 25 contains 82376 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 164491 members 
Mstep: Class 28 contains 137475 members 
Mstep: Class 29 contains 62981 members 
Mstep: Class 30 contains 1497 members 
Mstep: Class 31 contains 104856 members 
Mstep: Class 32 contains 61282 members 
Mstep: Class 33 contains 105 members 
Mstep: Class 34 contains 22222 members 
Mstep: Class 35 contains 166766 members 
Mstep: Class 36 contains 43584 members 
Mstep: Class 37 contains 17846 members 
Mstep: Class 38 contains 3788 members 
Mstep: Class 39 contains 808 members 
Mstep: Class 40 contains 8816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87376976.000000 Penalty: 26142.113281
Iteration 153Q: 41 clusters Score -8.737698e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 52408 members 
Mstep: Class 3 contains 94243 members 
Mstep: Class 4 contains 102244 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 10091 members 
Mstep: Class 7 contains 111274 members 
Mstep: Class 8 contains 8670 members 
Mstep: Class 9 contains 81639 members 
Mstep: Class 10 contains 46016 members 
Mstep: Class 11 contains 4016 members 
Mstep: Class 12 contains 81736 members 
Mstep: Class 13 contains 1297 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 14777 members 
Mstep: Class 16 contains 87166 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 17841 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 20212 members 
Mstep: Class 22 contains 5016 members 
Mstep: Class 23 contains 8013 members 
Mstep: Class 24 contains 24981 members 
Mstep: Class 25 contains 82892 members 
Mstep: Class 26 contains 4958 members 
Mstep: Class 27 contains 164456 members 
Mstep: Class 28 contains 137499 members 
Mstep: Class 29 contains 63008 members 
Mstep: Class 30 contains 1496 members 
Mstep: Class 31 contains 104267 members 
Mstep: Class 32 contains 62324 members 
Mstep: Class 33 contains 104 members 
Mstep: Class 34 contains 22236 members 
Mstep: Class 35 contains 166781 members 
Mstep: Class 36 contains 43872 members 
Mstep: Class 37 contains 17856 members 
Mstep: Class 38 contains 3876 members 
Mstep: Class 39 contains 803 members 
Mstep: Class 40 contains 8826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87377120.000000 Penalty: 26142.113281
Iteration 154Q: 41 clusters Score -8.737712e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 51749 members 
Mstep: Class 3 contains 94044 members 
Mstep: Class 4 contains 102158 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 6 contains 10059 members 
Mstep: Class 7 contains 111532 members 
Mstep: Class 8 contains 8681 members 
Mstep: Class 9 contains 81375 members 
Mstep: Class 10 contains 46700 members 
Mstep: Class 11 contains 4040 members 
Mstep: Class 12 contains 80986 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 14806 members 
Mstep: Class 16 contains 87046 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 18058 members 
Mstep: Class 20 contains 3577 members 
Mstep: Class 21 contains 20237 members 
Mstep: Class 22 contains 5058 members 
Mstep: Class 23 contains 8068 members 
Mstep: Class 24 contains 24935 members 
Mstep: Class 25 contains 83398 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 164471 members 
Mstep: Class 28 contains 137519 members 
Mstep: Class 29 contains 62989 members 
Mstep: Class 30 contains 1493 members 
Mstep: Class 31 contains 103771 members 
Mstep: Class 32 contains 63345 members 
Mstep: Class 33 contains 103 members 
Mstep: Class 34 contains 22210 members 
Mstep: Class 35 contains 166804 members 
Mstep: Class 36 contains 44207 members 
Mstep: Class 37 contains 17875 members 
Mstep: Class 38 contains 3939 members 
Mstep: Class 39 contains 798 members 
Mstep: Class 40 contains 8832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87377920.000000 Penalty: 26142.113281
Iteration 155Q: 41 clusters Score -8.737792e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 51109 members 
Mstep: Class 3 contains 93870 members 
Mstep: Class 4 contains 102111 members 
Mstep: Class 5 contains 5574 members 
Mstep: Class 6 contains 10038 members 
Mstep: Class 7 contains 111717 members 
Mstep: Class 8 contains 8685 members 
Mstep: Class 9 contains 81053 members 
Mstep: Class 10 contains 47436 members 
Mstep: Class 11 contains 4064 members 
Mstep: Class 12 contains 80256 members 
Mstep: Class 13 contains 1291 members 
Mstep: Class 14 contains 2788 members 
Mstep: Class 15 contains 14837 members 
Mstep: Class 16 contains 86943 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 18241 members 
Mstep: Class 20 contains 3590 members 
Mstep: Class 21 contains 20261 members 
Mstep: Class 22 contains 5104 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 24832 members 
Mstep: Class 25 contains 83899 members 
Mstep: Class 26 contains 4957 members 
Mstep: Class 27 contains 164472 members 
Mstep: Class 28 contains 137532 members 
Mstep: Class 29 contains 62967 members 
Mstep: Class 30 contains 1490 members 
Mstep: Class 31 contains 103310 members 
Mstep: Class 32 contains 64433 members 
Mstep: Class 33 contains 103 members 
Mstep: Class 34 contains 22175 members 
Mstep: Class 35 contains 166851 members 
Mstep: Class 36 contains 44504 members 
Mstep: Class 37 contains 17905 members 
Mstep: Class 38 contains 3983 members 
Mstep: Class 39 contains 791 members 
Mstep: Class 40 contains 8843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87378424.000000 Penalty: 26142.113281
Iteration 156Q: 41 clusters Score -8.737842e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 50499 members 
Mstep: Class 3 contains 93699 members 
Mstep: Class 4 contains 102096 members 
Mstep: Class 5 contains 5580 members 
Mstep: Class 6 contains 10009 members 
Mstep: Class 7 contains 111919 members 
Mstep: Class 8 contains 8687 members 
Mstep: Class 9 contains 80721 members 
Mstep: Class 10 contains 48171 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 79471 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 14863 members 
Mstep: Class 16 contains 86790 members 
Mstep: Class 17 contains 1575 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 18405 members 
Mstep: Class 20 contains 3602 members 
Mstep: Class 21 contains 20282 members 
Mstep: Class 22 contains 5152 members 
Mstep: Class 23 contains 8172 members 
Mstep: Class 24 contains 24726 members 
Mstep: Class 25 contains 84418 members 
Mstep: Class 26 contains 4954 members 
Mstep: Class 27 contains 164376 members 
Mstep: Class 28 contains 137665 members 
Mstep: Class 29 contains 62966 members 
Mstep: Class 30 contains 1489 members 
Mstep: Class 31 contains 102942 members 
Mstep: Class 32 contains 65520 members 
Mstep: Class 33 contains 103 members 
Mstep: Class 34 contains 22162 members 
Mstep: Class 35 contains 166882 members 
Mstep: Class 36 contains 44801 members 
Mstep: Class 37 contains 17926 members 
Mstep: Class 38 contains 4003 members 
Mstep: Class 39 contains 782 members 
Mstep: Class 40 contains 8853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87378984.000000 Penalty: 26142.113281
Iteration 157Q: 41 clusters Score -8.737898e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 49925 members 
Mstep: Class 3 contains 93535 members 
Mstep: Class 4 contains 102096 members 
Mstep: Class 5 contains 5593 members 
Mstep: Class 6 contains 10014 members 
Mstep: Class 7 contains 112113 members 
Mstep: Class 8 contains 8692 members 
Mstep: Class 9 contains 80393 members 
Mstep: Class 10 contains 48896 members 
Mstep: Class 11 contains 4105 members 
Mstep: Class 12 contains 78627 members 
Mstep: Class 13 contains 1286 members 
Mstep: Class 14 contains 2821 members 
Mstep: Class 15 contains 14879 members 
Mstep: Class 16 contains 86584 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 18536 members 
Mstep: Class 20 contains 3610 members 
Mstep: Class 21 contains 20307 members 
Mstep: Class 22 contains 5192 members 
Mstep: Class 23 contains 8216 members 
Mstep: Class 24 contains 24608 members 
Mstep: Class 25 contains 84902 members 
Mstep: Class 26 contains 4949 members 
Mstep: Class 27 contains 164311 members 
Mstep: Class 28 contains 137869 members 
Mstep: Class 29 contains 62975 members 
Mstep: Class 30 contains 1489 members 
Mstep: Class 31 contains 102598 members 
Mstep: Class 32 contains 66595 members 
Mstep: Class 33 contains 102 members 
Mstep: Class 34 contains 22156 members 
Mstep: Class 35 contains 166917 members 
Mstep: Class 36 contains 45100 members 
Mstep: Class 37 contains 17959 members 
Mstep: Class 38 contains 4017 members 
Mstep: Class 39 contains 777 members 
Mstep: Class 40 contains 8868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87379168.000000 Penalty: 26142.113281
Iteration 158Q: 41 clusters Score -8.737917e+07 nChanged 8050
Entering ConstructFrom: 
Score: -87379168.000000 Penalty: 26142.113281
Entering ConstructFrom: 
Trying to split cluster 1 (55650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Entering Unmasked Estep 
Score: -3018136.250000 Penalty: 497.171082
	Iteration 0F: 2 clusters Score -3018136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -2980775.500000 Penalty: 994.342163
	Iteration 0F: 3 clusters Score -2980776 nChanged 27013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -2997338.000000 Penalty: 994.342163
	Iteration 1F: 3 clusters Score -2997338 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -2998298.750000 Penalty: 994.342163
	Iteration 2Q: 3 clusters Score -2998299 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2999795.500000 Penalty: 994.342163
	Iteration 3F: 3 clusters Score -2999796 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3002322.250000 Penalty: 994.342163
	Iteration 4F: 3 clusters Score -3002322 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3006655.750000 Penalty: 994.342163
	Iteration 5F: 3 clusters Score -3006656 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3012422.000000 Penalty: 994.342163
	Iteration 6F: 3 clusters Score -3012422 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3016017.500000 Penalty: 994.342163
	Iteration 7F: 3 clusters Score -3016018 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3017332.750000 Penalty: 994.342163
	Iteration 8Q: 3 clusters Score -3017333 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3017915.000000 Penalty: 994.342163
	Iteration 9Q: 3 clusters Score -3017915 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3018227.750000 Penalty: 994.342163
	Iteration 10Q: 3 clusters Score -3018228 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3018371.750000 Penalty: 994.342163
	Iteration 11Q: 3 clusters Score -3018372 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3018432.500000 Penalty: 994.342163
	Iteration 12Q: 3 clusters Score -3018432 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3018478.500000 Penalty: 994.342163
	Iteration 13Q: 3 clusters Score -3018478 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3018487.000000 Penalty: 994.342163
	Iteration 14Q: 3 clusters Score -3018487 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3018494.750000 Penalty: 994.342163
	Iteration 15Q: 3 clusters Score -3018495 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3018496.750000 Penalty: 994.342163
	Iteration 16Q: 3 clusters Score -3018497 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3018504.750000 Penalty: 994.342163
	Iteration 17Q: 3 clusters Score -3018505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3018505.750000 Penalty: 994.342163
	Iteration 18Q: 3 clusters Score -3018506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3018505.250000 Penalty: 994.342163
	Iteration 19Q: 3 clusters Score -3018505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3018508.500000 Penalty: 994.342163
	Iteration 20F: 3 clusters Score -3018508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3018507.000000 Penalty: 994.342163
	Iteration 21Q: 3 clusters Score -3018507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3018513.000000 Penalty: 994.342163
	Iteration 22Q: 3 clusters Score -3018513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3018514.750000 Penalty: 994.342163
	Iteration 23Q: 3 clusters Score -3018515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3018516.500000 Penalty: 994.342163
	Iteration 24Q: 3 clusters Score -3018516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3018515.500000 Penalty: 994.342163
	Iteration 25Q: 3 clusters Score -3018516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3018512.750000 Penalty: 994.342163
	Iteration 26Q: 3 clusters Score -3018513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3018512.750000 Penalty: 994.342163
	Iteration 27Q: 3 clusters Score -3018513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3018512.750000 Penalty: 994.342163
	Iteration 28Q: 3 clusters Score -3018513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -3018513.000000 Penalty: 994.342163
	Iteration 29Q: 3 clusters Score -3018513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3018514.250000 Penalty: 994.342163
	Iteration 30Q: 3 clusters Score -3018514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -3018513.250000 Penalty: 994.342163
	Iteration 31Q: 3 clusters Score -3018513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3018512.500000 Penalty: 994.342163
	Iteration 32Q: 3 clusters Score -3018512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3018512.500000 Penalty: 994.342163
	Iteration 33F: 3 clusters Score -3018512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 49321 members 
Mstep: Class 3 contains 93338 members 
Mstep: Class 4 contains 102115 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 9962 members 
Mstep: Class 7 contains 112183 members 
Mstep: Class 8 contains 8694 members 
Mstep: Class 9 contains 80126 members 
Mstep: Class 10 contains 49564 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 77827 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 2831 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 86401 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 18635 members 
Mstep: Class 20 contains 3614 members 
Mstep: Class 21 contains 20336 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8258 members 
Mstep: Class 24 contains 24487 members 
Mstep: Class 25 contains 85372 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 164211 members 
Mstep: Class 28 contains 138128 members 
Mstep: Class 29 contains 62987 members 
Mstep: Class 30 contains 1487 members 
Mstep: Class 31 contains 102291 members 
Mstep: Class 32 contains 67718 members 
Mstep: Class 33 contains 102 members 
Mstep: Class 34 contains 22191 members 
Mstep: Class 35 contains 166951 members 
Mstep: Class 36 contains 45423 members 
Mstep: Class 37 contains 17982 members 
Mstep: Class 38 contains 4030 members 
Mstep: Class 39 contains 772 members 
Mstep: Class 40 contains 8885 members 
Mstep: Class 41 contains 17766 members 
Entering Unmasked Estep 
Score: -87380000.000000 Penalty: 26795.666016
Splitting cluster 1 changes total score from -87379168.000000 to -87380000.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 2 (49321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Entering Unmasked Estep 
Score: -2760564.000000 Penalty: 491.677795
	Iteration 0F: 2 clusters Score -2760564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -2727659.500000 Penalty: 983.355591
	Iteration 0F: 3 clusters Score -2727660 nChanged 23694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -2741819.500000 Penalty: 983.355591
	Iteration 1F: 3 clusters Score -2741820 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2742542.500000 Penalty: 983.355591
	Iteration 2Q: 3 clusters Score -2742542 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2743679.750000 Penalty: 983.355591
	Iteration 3Q: 3 clusters Score -2743680 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2745503.500000 Penalty: 983.355591
	Iteration 4F: 3 clusters Score -2745504 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2748115.000000 Penalty: 983.355591
	Iteration 5F: 3 clusters Score -2748115 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2750990.000000 Penalty: 983.355591
	Iteration 6F: 3 clusters Score -2750990 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2753027.750000 Penalty: 983.355591
	Iteration 7F: 3 clusters Score -2753028 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2754031.500000 Penalty: 983.355591
	Iteration 8Q: 3 clusters Score -2754032 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2754552.000000 Penalty: 983.355591
	Iteration 9Q: 3 clusters Score -2754552 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2754967.750000 Penalty: 983.355591
	Iteration 10Q: 3 clusters Score -2754968 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2755327.500000 Penalty: 983.355591
	Iteration 11Q: 3 clusters Score -2755328 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2755669.250000 Penalty: 983.355591
	Iteration 12Q: 3 clusters Score -2755669 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2756007.500000 Penalty: 983.355591
	Iteration 13Q: 3 clusters Score -2756008 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2756346.000000 Penalty: 983.355591
	Iteration 14Q: 3 clusters Score -2756346 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2756651.750000 Penalty: 983.355591
	Iteration 15Q: 3 clusters Score -2756652 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2756965.500000 Penalty: 983.355591
	Iteration 16Q: 3 clusters Score -2756966 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2757262.750000 Penalty: 983.355591
	Iteration 17Q: 3 clusters Score -2757263 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2757512.750000 Penalty: 983.355591
	Iteration 18Q: 3 clusters Score -2757513 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2757768.500000 Penalty: 983.355591
	Iteration 19Q: 3 clusters Score -2757768 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2757974.000000 Penalty: 983.355591
	Iteration 20F: 3 clusters Score -2757974 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2758187.750000 Penalty: 983.355591
	Iteration 21Q: 3 clusters Score -2758188 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2758355.000000 Penalty: 983.355591
	Iteration 22Q: 3 clusters Score -2758355 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2758515.250000 Penalty: 983.355591
	Iteration 23Q: 3 clusters Score -2758515 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2758640.000000 Penalty: 983.355591
	Iteration 24Q: 3 clusters Score -2758640 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2758728.750000 Penalty: 983.355591
	Iteration 25Q: 3 clusters Score -2758729 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2758824.750000 Penalty: 983.355591
	Iteration 26Q: 3 clusters Score -2758825 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2758906.250000 Penalty: 983.355591
	Iteration 27Q: 3 clusters Score -2758906 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2758950.250000 Penalty: 983.355591
	Iteration 28Q: 3 clusters Score -2758950 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2758971.250000 Penalty: 983.355591
	Iteration 29Q: 3 clusters Score -2758971 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2758976.250000 Penalty: 983.355591
	Iteration 30Q: 3 clusters Score -2758976 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2758999.500000 Penalty: 983.355591
	Iteration 31Q: 3 clusters Score -2759000 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2759011.250000 Penalty: 983.355591
	Iteration 32Q: 3 clusters Score -2759011 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2759012.750000 Penalty: 983.355591
	Iteration 33Q: 3 clusters Score -2759013 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2759023.750000 Penalty: 983.355591
	Iteration 34Q: 3 clusters Score -2759024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2759025.250000 Penalty: 983.355591
	Iteration 35Q: 3 clusters Score -2759025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2759025.500000 Penalty: 983.355591
	Iteration 36Q: 3 clusters Score -2759026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2759029.500000 Penalty: 983.355591
	Iteration 37Q: 3 clusters Score -2759030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2759028.500000 Penalty: 983.355591
	Iteration 38Q: 3 clusters Score -2759028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2759022.500000 Penalty: 983.355591
	Iteration 39Q: 3 clusters Score -2759022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2759027.250000 Penalty: 983.355591
	Iteration 40F: 3 clusters Score -2759027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2759022.750000 Penalty: 983.355591
	Iteration 41Q: 3 clusters Score -2759023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2759030.750000 Penalty: 983.355591
	Iteration 42Q: 3 clusters Score -2759031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2759033.500000 Penalty: 983.355591
	Iteration 43Q: 3 clusters Score -2759034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2759031.500000 Penalty: 983.355591
	Iteration 44Q: 3 clusters Score -2759032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2759029.000000 Penalty: 983.355591
	Iteration 45Q: 3 clusters Score -2759029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2759028.750000 Penalty: 983.355591
	Iteration 46Q: 3 clusters Score -2759029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2759021.750000 Penalty: 983.355591
	Iteration 47Q: 3 clusters Score -2759022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2759019.500000 Penalty: 983.355591
	Iteration 48Q: 3 clusters Score -2759020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2759020.000000 Penalty: 983.355591
	Iteration 49Q: 3 clusters Score -2759020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2759018.500000 Penalty: 983.355591
	Iteration 50Q: 3 clusters Score -2759018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2759018.750000 Penalty: 983.355591
	Iteration 51Q: 3 clusters Score -2759019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2759015.750000 Penalty: 983.355591
	Iteration 52Q: 3 clusters Score -2759016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2759013.000000 Penalty: 983.355591
	Iteration 53Q: 3 clusters Score -2759013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2759010.500000 Penalty: 983.355591
	Iteration 54Q: 3 clusters Score -2759010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2759012.750000 Penalty: 983.355591
	Iteration 55Q: 3 clusters Score -2759013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2759013.250000 Penalty: 983.355591
	Iteration 56Q: 3 clusters Score -2759013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2759012.000000 Penalty: 983.355591
	Iteration 57Q: 3 clusters Score -2759012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2759010.250000 Penalty: 983.355591
	Iteration 58Q: 3 clusters Score -2759010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2759010.250000 Penalty: 983.355591
	Iteration 59F: 3 clusters Score -2759010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (93338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Entering Unmasked Estep 
Score: -4916725.000000 Penalty: 520.701233
	Iteration 0F: 2 clusters Score -4916725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -4854461.000000 Penalty: 1041.402466
	Iteration 0F: 3 clusters Score -4854461 nChanged 45682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -4881981.500000 Penalty: 1041.402466
	Iteration 1F: 3 clusters Score -4881982 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4884097.500000 Penalty: 1041.402466
	Iteration 2Q: 3 clusters Score -4884098 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62141 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4887760.000000 Penalty: 1041.402466
	Iteration 3F: 3 clusters Score -4887760 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68967 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -4893335.500000 Penalty: 1041.402466
	Iteration 4F: 3 clusters Score -4893336 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -4900306.500000 Penalty: 1041.402466
	Iteration 5F: 3 clusters Score -4900306 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -4907240.000000 Penalty: 1041.402466
	Iteration 6F: 3 clusters Score -4907240 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4912443.500000 Penalty: 1041.402466
	Iteration 7F: 3 clusters Score -4912444 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4914984.000000 Penalty: 1041.402466
	Iteration 8Q: 3 clusters Score -4914984 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92832 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4915881.000000 Penalty: 1041.402466
	Iteration 9Q: 3 clusters Score -4915881 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4916118.000000 Penalty: 1041.402466
	Iteration 10Q: 3 clusters Score -4916118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4916202.000000 Penalty: 1041.402466
	Iteration 11Q: 3 clusters Score -4916202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4916249.500000 Penalty: 1041.402466
	Iteration 12Q: 3 clusters Score -4916250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93231 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4916271.000000 Penalty: 1041.402466
	Iteration 13Q: 3 clusters Score -4916271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93238 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4916290.000000 Penalty: 1041.402466
	Iteration 14Q: 3 clusters Score -4916290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93239 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4916289.500000 Penalty: 1041.402466
	Iteration 15Q: 3 clusters Score -4916290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93239 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4916296.000000 Penalty: 1041.402466
	Iteration 16Q: 3 clusters Score -4916296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93239 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4916293.500000 Penalty: 1041.402466
	Iteration 17Q: 3 clusters Score -4916294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93239 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4916293.500000 Penalty: 1041.402466
	Iteration 18F: 3 clusters Score -4916294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102115 members 
Entering Unmasked Estep 
Score: -5559009.000000 Penalty: 524.790405
	Iteration 0F: 2 clusters Score -5559009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -5491187.500000 Penalty: 1049.580811
	Iteration 0F: 3 clusters Score -5491188 nChanged 49882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -5520895.500000 Penalty: 1049.580811
	Iteration 1F: 3 clusters Score -5520896 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -5521972.500000 Penalty: 1049.580811
	Iteration 2Q: 3 clusters Score -5521972 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -5523524.500000 Penalty: 1049.580811
	Iteration 3Q: 3 clusters Score -5523524 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -5526256.000000 Penalty: 1049.580811
	Iteration 4Q: 3 clusters Score -5526256 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -5531043.500000 Penalty: 1049.580811
	Iteration 5F: 3 clusters Score -5531044 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -5537663.500000 Penalty: 1049.580811
	Iteration 6F: 3 clusters Score -5537664 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -5542563.500000 Penalty: 1049.580811
	Iteration 7F: 3 clusters Score -5542564 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -5544247.000000 Penalty: 1049.580811
	Iteration 8Q: 3 clusters Score -5544247 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5544720.000000 Penalty: 1049.580811
	Iteration 9Q: 3 clusters Score -5544720 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -5545069.000000 Penalty: 1049.580811
	Iteration 10Q: 3 clusters Score -5545069 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5545375.500000 Penalty: 1049.580811
	Iteration 11Q: 3 clusters Score -5545376 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -5545693.000000 Penalty: 1049.580811
	Iteration 12Q: 3 clusters Score -5545693 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -5546105.000000 Penalty: 1049.580811
	Iteration 13Q: 3 clusters Score -5546105 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -5546512.500000 Penalty: 1049.580811
	Iteration 14Q: 3 clusters Score -5546512 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71442 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -5546955.000000 Penalty: 1049.580811
	Iteration 15Q: 3 clusters Score -5546955 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -5547419.000000 Penalty: 1049.580811
	Iteration 16Q: 3 clusters Score -5547419 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -5547938.500000 Penalty: 1049.580811
	Iteration 17Q: 3 clusters Score -5547938 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -5548514.500000 Penalty: 1049.580811
	Iteration 18Q: 3 clusters Score -5548514 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78632 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -5549053.500000 Penalty: 1049.580811
	Iteration 19Q: 3 clusters Score -5549054 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -5549622.500000 Penalty: 1049.580811
	Iteration 20F: 3 clusters Score -5549622 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -5550257.000000 Penalty: 1049.580811
	Iteration 21Q: 3 clusters Score -5550257 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -5550907.000000 Penalty: 1049.580811
	Iteration 22Q: 3 clusters Score -5550907 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -5551557.000000 Penalty: 1049.580811
	Iteration 23Q: 3 clusters Score -5551557 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87780 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -5552237.000000 Penalty: 1049.580811
	Iteration 24Q: 3 clusters Score -5552237 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5552801.500000 Penalty: 1049.580811
	Iteration 25Q: 3 clusters Score -5552802 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -5553472.000000 Penalty: 1049.580811
	Iteration 26Q: 3 clusters Score -5553472 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92493 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -5554070.500000 Penalty: 1049.580811
	Iteration 27Q: 3 clusters Score -5554070 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93803 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -5554654.500000 Penalty: 1049.580811
	Iteration 28Q: 3 clusters Score -5554654 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -5555161.500000 Penalty: 1049.580811
	Iteration 29Q: 3 clusters Score -5555162 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -5555612.500000 Penalty: 1049.580811
	Iteration 30Q: 3 clusters Score -5555612 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97075 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -5556036.500000 Penalty: 1049.580811
	Iteration 31Q: 3 clusters Score -5556036 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97931 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5556449.500000 Penalty: 1049.580811
	Iteration 32Q: 3 clusters Score -5556450 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -5556808.500000 Penalty: 1049.580811
	Iteration 33Q: 3 clusters Score -5556808 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99378 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5557162.000000 Penalty: 1049.580811
	Iteration 34Q: 3 clusters Score -5557162 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99960 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5557500.000000 Penalty: 1049.580811
	Iteration 35Q: 3 clusters Score -5557500 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100434 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5557753.000000 Penalty: 1049.580811
	Iteration 36Q: 3 clusters Score -5557753 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5557982.500000 Penalty: 1049.580811
	Iteration 37Q: 3 clusters Score -5557982 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5558125.500000 Penalty: 1049.580811
	Iteration 38Q: 3 clusters Score -5558126 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101291 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5558223.000000 Penalty: 1049.580811
	Iteration 39Q: 3 clusters Score -5558223 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5558280.500000 Penalty: 1049.580811
	Iteration 40F: 3 clusters Score -5558280 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101531 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5558340.000000 Penalty: 1049.580811
	Iteration 41Q: 3 clusters Score -5558340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5558400.000000 Penalty: 1049.580811
	Iteration 42Q: 3 clusters Score -5558400 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5558438.500000 Penalty: 1049.580811
	Iteration 43Q: 3 clusters Score -5558438 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101741 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5558463.500000 Penalty: 1049.580811
	Iteration 44Q: 3 clusters Score -5558464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101780 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5558490.000000 Penalty: 1049.580811
	Iteration 45Q: 3 clusters Score -5558490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101805 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5558512.000000 Penalty: 1049.580811
	Iteration 46Q: 3 clusters Score -5558512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101824 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5558530.000000 Penalty: 1049.580811
	Iteration 47Q: 3 clusters Score -5558530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5558536.500000 Penalty: 1049.580811
	Iteration 48Q: 3 clusters Score -5558536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101841 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5558544.000000 Penalty: 1049.580811
	Iteration 49Q: 3 clusters Score -5558544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5558544.500000 Penalty: 1049.580811
	Iteration 50Q: 3 clusters Score -5558544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101852 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5558548.000000 Penalty: 1049.580811
	Iteration 51Q: 3 clusters Score -5558548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101860 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5558557.000000 Penalty: 1049.580811
	Iteration 52Q: 3 clusters Score -5558557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101870 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5558562.000000 Penalty: 1049.580811
	Iteration 53Q: 3 clusters Score -5558562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5558563.000000 Penalty: 1049.580811
	Iteration 54Q: 3 clusters Score -5558563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101877 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5558564.500000 Penalty: 1049.580811
	Iteration 55Q: 3 clusters Score -5558564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5558567.500000 Penalty: 1049.580811
	Iteration 56Q: 3 clusters Score -5558568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101882 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5558571.000000 Penalty: 1049.580811
	Iteration 57Q: 3 clusters Score -5558571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101883 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5558570.000000 Penalty: 1049.580811
	Iteration 58Q: 3 clusters Score -5558570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101884 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5558576.500000 Penalty: 1049.580811
	Iteration 59Q: 3 clusters Score -5558576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5558579.000000 Penalty: 1049.580811
	Iteration 60F: 3 clusters Score -5558579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5558575.000000 Penalty: 1049.580811
	Iteration 61Q: 3 clusters Score -5558575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5558576.000000 Penalty: 1049.580811
	Iteration 62Q: 3 clusters Score -5558576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101886 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5558581.000000 Penalty: 1049.580811
	Iteration 63Q: 3 clusters Score -5558581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5558577.000000 Penalty: 1049.580811
	Iteration 64Q: 3 clusters Score -5558577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5558577.000000 Penalty: 1049.580811
	Iteration 65F: 3 clusters Score -5558577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Entering Unmasked Estep 
Score: -292178.750000 Penalty: 392.648071
	Iteration 0F: 2 clusters Score -292178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -288350.718750 Penalty: 785.296143
	Iteration 0F: 3 clusters Score -288350.7 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -290066.031250 Penalty: 785.296143
	Iteration 1F: 3 clusters Score -290066 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -290309.500000 Penalty: 785.296143
	Iteration 2F: 3 clusters Score -290309.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -290547.343750 Penalty: 785.296143
	Iteration 3F: 3 clusters Score -290547.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -290849.312500 Penalty: 785.296143
	Iteration 4F: 3 clusters Score -290849.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -291074.218750 Penalty: 785.296143
	Iteration 5F: 3 clusters Score -291074.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -291202.625000 Penalty: 785.296143
	Iteration 6Q: 3 clusters Score -291202.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -291280.875000 Penalty: 785.296143
	Iteration 7Q: 3 clusters Score -291280.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -291335.843750 Penalty: 785.296143
	Iteration 8Q: 3 clusters Score -291335.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -291365.312500 Penalty: 785.296143
	Iteration 9Q: 3 clusters Score -291365.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -291393.718750 Penalty: 785.296143
	Iteration 10Q: 3 clusters Score -291393.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -291419.062500 Penalty: 785.296143
	Iteration 11Q: 3 clusters Score -291419.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -291443.562500 Penalty: 785.296143
	Iteration 12Q: 3 clusters Score -291443.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -291469.281250 Penalty: 785.296143
	Iteration 13Q: 3 clusters Score -291469.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -291491.312500 Penalty: 785.296143
	Iteration 14Q: 3 clusters Score -291491.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -291508.500000 Penalty: 785.296143
	Iteration 15Q: 3 clusters Score -291508.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -291526.093750 Penalty: 785.296143
	Iteration 16Q: 3 clusters Score -291526.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -291542.312500 Penalty: 785.296143
	Iteration 17Q: 3 clusters Score -291542.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -291558.125000 Penalty: 785.296143
	Iteration 18Q: 3 clusters Score -291558.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -291579.406250 Penalty: 785.296143
	Iteration 19Q: 3 clusters Score -291579.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -291598.812500 Penalty: 785.296143
	Iteration 20F: 3 clusters Score -291598.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -291618.031250 Penalty: 785.296143
	Iteration 21Q: 3 clusters Score -291618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -291633.687500 Penalty: 785.296143
	Iteration 22Q: 3 clusters Score -291633.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -291650.125000 Penalty: 785.296143
	Iteration 23Q: 3 clusters Score -291650.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -291668.875000 Penalty: 785.296143
	Iteration 24Q: 3 clusters Score -291668.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -291692.937500 Penalty: 785.296143
	Iteration 25Q: 3 clusters Score -291692.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -291713.031250 Penalty: 785.296143
	Iteration 26Q: 3 clusters Score -291713 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -291727.531250 Penalty: 785.296143
	Iteration 27Q: 3 clusters Score -291727.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -291740.750000 Penalty: 785.296143
	Iteration 28Q: 3 clusters Score -291740.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -291751.312500 Penalty: 785.296143
	Iteration 29Q: 3 clusters Score -291751.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -291762.406250 Penalty: 785.296143
	Iteration 30Q: 3 clusters Score -291762.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -291772.968750 Penalty: 785.296143
	Iteration 31Q: 3 clusters Score -291773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -291783.250000 Penalty: 785.296143
	Iteration 32Q: 3 clusters Score -291783.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -291791.187500 Penalty: 785.296143
	Iteration 33Q: 3 clusters Score -291791.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -291802.031250 Penalty: 785.296143
	Iteration 34Q: 3 clusters Score -291802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -291817.937500 Penalty: 785.296143
	Iteration 35Q: 3 clusters Score -291817.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -291833.781250 Penalty: 785.296143
	Iteration 36Q: 3 clusters Score -291833.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -291846.281250 Penalty: 785.296143
	Iteration 37Q: 3 clusters Score -291846.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -291854.125000 Penalty: 785.296143
	Iteration 38Q: 3 clusters Score -291854.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -291864.375000 Penalty: 785.296143
	Iteration 39Q: 3 clusters Score -291864.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -291874.937500 Penalty: 785.296143
	Iteration 40F: 3 clusters Score -291874.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -291884.906250 Penalty: 785.296143
	Iteration 41Q: 3 clusters Score -291884.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -291892.968750 Penalty: 785.296143
	Iteration 42Q: 3 clusters Score -291893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -291899.375000 Penalty: 785.296143
	Iteration 43Q: 3 clusters Score -291899.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -291904.906250 Penalty: 785.296143
	Iteration 44Q: 3 clusters Score -291904.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -291909.937500 Penalty: 785.296143
	Iteration 45Q: 3 clusters Score -291909.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -291912.625000 Penalty: 785.296143
	Iteration 46Q: 3 clusters Score -291912.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -291915.812500 Penalty: 785.296143
	Iteration 47Q: 3 clusters Score -291915.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -291918.562500 Penalty: 785.296143
	Iteration 48Q: 3 clusters Score -291918.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -291921.593750 Penalty: 785.296143
	Iteration 49Q: 3 clusters Score -291921.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -291922.906250 Penalty: 785.296143
	Iteration 50Q: 3 clusters Score -291922.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -291924.062500 Penalty: 785.296143
	Iteration 51Q: 3 clusters Score -291924.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -291924.687500 Penalty: 785.296143
	Iteration 52Q: 3 clusters Score -291924.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -291925.937500 Penalty: 785.296143
	Iteration 53Q: 3 clusters Score -291925.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -291926.468750 Penalty: 785.296143
	Iteration 54Q: 3 clusters Score -291926.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -291928.968750 Penalty: 785.296143
	Iteration 55Q: 3 clusters Score -291929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -291930.125000 Penalty: 785.296143
	Iteration 56Q: 3 clusters Score -291930.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -291931.437500 Penalty: 785.296143
	Iteration 57Q: 3 clusters Score -291931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -291931.656250 Penalty: 785.296143
	Iteration 58Q: 3 clusters Score -291931.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -291931.593750 Penalty: 785.296143
	Iteration 59Q: 3 clusters Score -291931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -291932.312500 Penalty: 785.296143
	Iteration 60F: 3 clusters Score -291932.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Entering Unmasked Estep 
Score: -574231.500000 Penalty: 418.897278
	Iteration 0F: 2 clusters Score -574231.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -567564.312500 Penalty: 837.794556
	Iteration 0F: 3 clusters Score -567564.3 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -570232.125000 Penalty: 837.794556
	Iteration 1F: 3 clusters Score -570232.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -570353.812500 Penalty: 837.794556
	Iteration 2Q: 3 clusters Score -570353.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -570480.125000 Penalty: 837.794556
	Iteration 3Q: 3 clusters Score -570480.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -570627.000000 Penalty: 837.794556
	Iteration 4Q: 3 clusters Score -570627 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -570812.562500 Penalty: 837.794556
	Iteration 5Q: 3 clusters Score -570812.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -571053.625000 Penalty: 837.794556
	Iteration 6Q: 3 clusters Score -571053.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -571392.625000 Penalty: 837.794556
	Iteration 7F: 3 clusters Score -571392.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -571840.187500 Penalty: 837.794556
	Iteration 8F: 3 clusters Score -571840.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -572426.312500 Penalty: 837.794556
	Iteration 9F: 3 clusters Score -572426.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -573010.062500 Penalty: 837.794556
	Iteration 10F: 3 clusters Score -573010.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -573438.437500 Penalty: 837.794556
	Iteration 11Q: 3 clusters Score -573438.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -573675.312500 Penalty: 837.794556
	Iteration 12Q: 3 clusters Score -573675.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -573780.812500 Penalty: 837.794556
	Iteration 13Q: 3 clusters Score -573780.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -573819.562500 Penalty: 837.794556
	Iteration 14Q: 3 clusters Score -573819.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -573839.812500 Penalty: 837.794556
	Iteration 15Q: 3 clusters Score -573839.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -573855.500000 Penalty: 837.794556
	Iteration 16Q: 3 clusters Score -573855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -573868.937500 Penalty: 837.794556
	Iteration 17Q: 3 clusters Score -573868.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -573872.937500 Penalty: 837.794556
	Iteration 18Q: 3 clusters Score -573872.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -573874.250000 Penalty: 837.794556
	Iteration 19Q: 3 clusters Score -573874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -573875.375000 Penalty: 837.794556
	Iteration 20F: 3 clusters Score -573875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -573878.875000 Penalty: 837.794556
	Iteration 21Q: 3 clusters Score -573878.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -573878.812500 Penalty: 837.794556
	Iteration 22Q: 3 clusters Score -573878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -573878.812500 Penalty: 837.794556
	Iteration 23F: 3 clusters Score -573878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (112183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112183 members 
Entering Unmasked Estep 
Score: -6158735.500000 Penalty: 529.068848
	Iteration 0F: 2 clusters Score -6158736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -6087197.000000 Penalty: 1058.137695
	Iteration 0F: 3 clusters Score -6087197 nChanged 55012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -6121125.000000 Penalty: 1058.137695
	Iteration 1F: 3 clusters Score -6121125 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -6122120.500000 Penalty: 1058.137695
	Iteration 2Q: 3 clusters Score -6122120 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -6123139.500000 Penalty: 1058.137695
	Iteration 3Q: 3 clusters Score -6123140 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -6124328.500000 Penalty: 1058.137695
	Iteration 4Q: 3 clusters Score -6124328 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -6125965.000000 Penalty: 1058.137695
	Iteration 5Q: 3 clusters Score -6125965 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -6128180.500000 Penalty: 1058.137695
	Iteration 6Q: 3 clusters Score -6128180 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
Score: -6131475.000000 Penalty: 1058.137695
	Iteration 7Q: 3 clusters Score -6131475 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -6136543.500000 Penalty: 1058.137695
	Iteration 8F: 3 clusters Score -6136544 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -6143029.000000 Penalty: 1058.137695
	Iteration 9F: 3 clusters Score -6143029 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -6149309.500000 Penalty: 1058.137695
	Iteration 10F: 3 clusters Score -6149310 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -6153321.500000 Penalty: 1058.137695
	Iteration 11Q: 3 clusters Score -6153322 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -6155313.500000 Penalty: 1058.137695
	Iteration 12Q: 3 clusters Score -6155314 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 75241 members 
Entering Unmasked Estep 
Score: -6156585.000000 Penalty: 1058.137695
	Iteration 13Q: 3 clusters Score -6156585 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -6157571.500000 Penalty: 1058.137695
	Iteration 14Q: 3 clusters Score -6157572 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -6158354.500000 Penalty: 1058.137695
	Iteration 15Q: 3 clusters Score -6158354 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 72348 members 
Entering Unmasked Estep 
Score: -6159040.500000 Penalty: 1058.137695
	Iteration 16Q: 3 clusters Score -6159040 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -6159439.000000 Penalty: 1058.137695
	Iteration 17Q: 3 clusters Score -6159439 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 70380 members 
Entering Unmasked Estep 
Score: -6159636.500000 Penalty: 1058.137695
	Iteration 18Q: 3 clusters Score -6159636 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -6159799.000000 Penalty: 1058.137695
	Iteration 19Q: 3 clusters Score -6159799 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -6159953.000000 Penalty: 1058.137695
	Iteration 20F: 3 clusters Score -6159953 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -6159997.500000 Penalty: 1058.137695
	Iteration 21Q: 3 clusters Score -6159998 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -6160069.000000 Penalty: 1058.137695
	Iteration 22Q: 3 clusters Score -6160069 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -6160102.000000 Penalty: 1058.137695
	Iteration 23Q: 3 clusters Score -6160102 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -6160111.000000 Penalty: 1058.137695
	Iteration 24Q: 3 clusters Score -6160111 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -6160165.000000 Penalty: 1058.137695
	Iteration 25Q: 3 clusters Score -6160165 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -6160189.500000 Penalty: 1058.137695
	Iteration 26Q: 3 clusters Score -6160190 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -6160234.500000 Penalty: 1058.137695
	Iteration 27Q: 3 clusters Score -6160234 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -6160260.000000 Penalty: 1058.137695
	Iteration 28Q: 3 clusters Score -6160260 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -6160276.500000 Penalty: 1058.137695
	Iteration 29Q: 3 clusters Score -6160276 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -6160291.000000 Penalty: 1058.137695
	Iteration 30Q: 3 clusters Score -6160291 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -6160301.500000 Penalty: 1058.137695
	Iteration 31Q: 3 clusters Score -6160302 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -6160317.000000 Penalty: 1058.137695
	Iteration 32Q: 3 clusters Score -6160317 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -6160340.000000 Penalty: 1058.137695
	Iteration 33Q: 3 clusters Score -6160340 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -6160337.500000 Penalty: 1058.137695
	Iteration 34Q: 3 clusters Score -6160338 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -6160360.000000 Penalty: 1058.137695
	Iteration 35Q: 3 clusters Score -6160360 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56892 members 
Mstep: Class 2 contains 55291 members 
Entering Unmasked Estep 
Score: -6160428.000000 Penalty: 1058.137695
	Iteration 36Q: 3 clusters Score -6160428 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -6160415.000000 Penalty: 1058.137695
	Iteration 37Q: 3 clusters Score -6160415 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -6160485.000000 Penalty: 1058.137695
	Iteration 38Q: 3 clusters Score -6160485 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -6160502.000000 Penalty: 1058.137695
	Iteration 39Q: 3 clusters Score -6160502 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60237 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -6160521.500000 Penalty: 1058.137695
	Iteration 40F: 3 clusters Score -6160522 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -6160526.500000 Penalty: 1058.137695
	Iteration 41Q: 3 clusters Score -6160526 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61926 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -6160598.000000 Penalty: 1058.137695
	Iteration 42Q: 3 clusters Score -6160598 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -6160672.500000 Penalty: 1058.137695
	Iteration 43Q: 3 clusters Score -6160672 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -6160650.500000 Penalty: 1058.137695
	Iteration 44Q: 3 clusters Score -6160650 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -6160702.500000 Penalty: 1058.137695
	Iteration 45Q: 3 clusters Score -6160702 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65086 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -6160715.500000 Penalty: 1058.137695
	Iteration 46Q: 3 clusters Score -6160716 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65828 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -6160741.500000 Penalty: 1058.137695
	Iteration 47Q: 3 clusters Score -6160742 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -6160781.000000 Penalty: 1058.137695
	Iteration 48Q: 3 clusters Score -6160781 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -6160806.000000 Penalty: 1058.137695
	Iteration 49Q: 3 clusters Score -6160806 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -6160820.500000 Penalty: 1058.137695
	Iteration 50Q: 3 clusters Score -6160820 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -6160838.000000 Penalty: 1058.137695
	Iteration 51Q: 3 clusters Score -6160838 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -6160852.500000 Penalty: 1058.137695
	Iteration 52Q: 3 clusters Score -6160852 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -6160886.000000 Penalty: 1058.137695
	Iteration 53Q: 3 clusters Score -6160886 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -6160939.500000 Penalty: 1058.137695
	Iteration 54Q: 3 clusters Score -6160940 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -6160962.000000 Penalty: 1058.137695
	Iteration 55Q: 3 clusters Score -6160962 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -6160949.000000 Penalty: 1058.137695
	Iteration 56Q: 3 clusters Score -6160949 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -6160946.500000 Penalty: 1058.137695
	Iteration 57Q: 3 clusters Score -6160946 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73904 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -6160963.000000 Penalty: 1058.137695
	Iteration 58Q: 3 clusters Score -6160963 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -6160981.500000 Penalty: 1058.137695
	Iteration 59Q: 3 clusters Score -6160982 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -6161028.500000 Penalty: 1058.137695
	Iteration 60F: 3 clusters Score -6161028 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -6161013.500000 Penalty: 1058.137695
	Iteration 61Q: 3 clusters Score -6161014 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -6161036.500000 Penalty: 1058.137695
	Iteration 62Q: 3 clusters Score -6161036 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -6161019.500000 Penalty: 1058.137695
	Iteration 63Q: 3 clusters Score -6161020 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -6161012.000000 Penalty: 1058.137695
	Iteration 64Q: 3 clusters Score -6161012 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -6160968.500000 Penalty: 1058.137695
	Iteration 65Q: 3 clusters Score -6160968 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -6160982.500000 Penalty: 1058.137695
	Iteration 66Q: 3 clusters Score -6160982 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -6160991.500000 Penalty: 1058.137695
	Iteration 67Q: 3 clusters Score -6160992 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -6160979.500000 Penalty: 1058.137695
	Iteration 68Q: 3 clusters Score -6160980 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -6160991.500000 Penalty: 1058.137695
	Iteration 69Q: 3 clusters Score -6160992 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -6160998.500000 Penalty: 1058.137695
	Iteration 70Q: 3 clusters Score -6160998 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -6161000.000000 Penalty: 1058.137695
	Iteration 71Q: 3 clusters Score -6161000 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80139 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -6161004.000000 Penalty: 1058.137695
	Iteration 72Q: 3 clusters Score -6161004 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -6160999.000000 Penalty: 1058.137695
	Iteration 73Q: 3 clusters Score -6160999 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80664 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -6160985.000000 Penalty: 1058.137695
	Iteration 74Q: 3 clusters Score -6160985 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80883 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -6160977.000000 Penalty: 1058.137695
	Iteration 75Q: 3 clusters Score -6160977 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -6160971.000000 Penalty: 1058.137695
	Iteration 76Q: 3 clusters Score -6160971 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81270 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6160988 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6161002 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81715 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6160992 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6160984 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82176 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6160972 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6160956 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6160962 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6160936 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6160924 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6160916 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6160910 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6160884 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6160878 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6160870 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6160876 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6160871 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84025 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6160883 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6160879 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6160859 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6160850 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6160838 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6160816 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84846 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6160817 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84960 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6160810 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6160808 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6160818 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6160819 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85387 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6160816 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85508 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6160810 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85580 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -6160802.500000 Penalty: 1058.137695
	Iteration 106Q: 3 clusters Score -6160802 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85671 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6160806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85761 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -6160798.500000 Penalty: 1058.137695
	Iteration 108Q: 3 clusters Score -6160798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85829 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -6160814.500000 Penalty: 1058.137695
	Iteration 109Q: 3 clusters Score -6160814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -6160831.000000 Penalty: 1058.137695
	Iteration 110Q: 3 clusters Score -6160831 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -6160826.500000 Penalty: 1058.137695
	Iteration 111Q: 3 clusters Score -6160826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86008 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6160816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -6160815.500000 Penalty: 1058.137695
	Iteration 113Q: 3 clusters Score -6160816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6160818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -6160813.500000 Penalty: 1058.137695
	Iteration 115Q: 3 clusters Score -6160814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86195 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -6160806.000000 Penalty: 1058.137695
	Iteration 116Q: 3 clusters Score -6160806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86219 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -6160803.000000 Penalty: 1058.137695
	Iteration 117Q: 3 clusters Score -6160803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -6160802.000000 Penalty: 1058.137695
	Iteration 118Q: 3 clusters Score -6160802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86277 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6160810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6160814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6160814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86429 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -6160807.000000 Penalty: 1058.137695
	Iteration 122Q: 3 clusters Score -6160807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86445 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -6160812.500000 Penalty: 1058.137695
	Iteration 123Q: 3 clusters Score -6160812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86471 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -6160805.500000 Penalty: 1058.137695
	Iteration 124Q: 3 clusters Score -6160806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -6160792.000000 Penalty: 1058.137695
	Iteration 125Q: 3 clusters Score -6160792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86510 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6160792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86532 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6160791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -6160794.500000 Penalty: 1058.137695
	Iteration 128Q: 3 clusters Score -6160794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6160794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6160783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6160786 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86650 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6160786 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6160788 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6160780 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6160780 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -6160767.500000 Penalty: 1058.137695
	Iteration 136Q: 3 clusters Score -6160768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -6160771.500000 Penalty: 1058.137695
	Iteration 137Q: 3 clusters Score -6160772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -6160772.000000 Penalty: 1058.137695
	Iteration 138Q: 3 clusters Score -6160772 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -6160771.000000 Penalty: 1058.137695
	Iteration 139Q: 3 clusters Score -6160771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -6160775.500000 Penalty: 1058.137695
	Iteration 140F: 3 clusters Score -6160776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86707 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -6160776.500000 Penalty: 1058.137695
	Iteration 141Q: 3 clusters Score -6160776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -6160781.500000 Penalty: 1058.137695
	Iteration 142Q: 3 clusters Score -6160782 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6160785 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6160784 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -6160776.500000 Penalty: 1058.137695
	Iteration 145Q: 3 clusters Score -6160776 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6160780 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6160776 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6160780 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -6160778.000000 Penalty: 1058.137695
	Iteration 149Q: 3 clusters Score -6160778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6160778 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
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	Iteration 151F: 3 clusters Score -6160778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 49321 members 
Mstep: Class 3 contains 93338 members 
Mstep: Class 4 contains 102115 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 9962 members 
Mstep: Class 7 contains 86717 members 
Mstep: Class 8 contains 8694 members 
Mstep: Class 9 contains 80126 members 
Mstep: Class 10 contains 49564 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 77827 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 2831 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 86401 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 18635 members 
Mstep: Class 20 contains 3614 members 
Mstep: Class 21 contains 20336 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8258 members 
Mstep: Class 24 contains 24487 members 
Mstep: Class 25 contains 85372 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 164211 members 
Mstep: Class 28 contains 138128 members 
Mstep: Class 29 contains 62987 members 
Mstep: Class 30 contains 1487 members 
Mstep: Class 31 contains 102291 members 
Mstep: Class 32 contains 67718 members 
Mstep: Class 33 contains 102 members 
Mstep: Class 34 contains 22191 members 
Mstep: Class 35 contains 166951 members 
Mstep: Class 36 contains 45423 members 
Mstep: Class 37 contains 17982 members 
Mstep: Class 38 contains 4030 members 
Mstep: Class 39 contains 772 members 
Mstep: Class 40 contains 8885 members 
Mstep: Class 41 contains 17766 members 
Mstep: Class 42 contains 25466 members 
Entering Unmasked Estep 
Score: -87382224.000000 Penalty: 27449.218750
Splitting cluster 7 changes total score from -87379168.000000 to -87382224.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 8 (8694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8694 members 
Entering Unmasked Estep 
Score: -464370.500000 Penalty: 412.702698
	Iteration 0F: 2 clusters Score -464370.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -458607 nChanged 4003
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -460954.7 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -461099.4 nChanged 387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -461260.7 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -461483 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -461818.250000 Penalty: 825.405396
	Iteration 5F: 3 clusters Score -461818.2 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -462228.687500 Penalty: 825.405396
	Iteration 6F: 3 clusters Score -462228.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -462605.593750 Penalty: 825.405396
	Iteration 7F: 3 clusters Score -462605.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -462946.093750 Penalty: 825.405396
	Iteration 8Q: 3 clusters Score -462946.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -463160.718750 Penalty: 825.405396
	Iteration 9Q: 3 clusters Score -463160.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -463282.812500 Penalty: 825.405396
	Iteration 10Q: 3 clusters Score -463282.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -463380.281250 Penalty: 825.405396
	Iteration 11Q: 3 clusters Score -463380.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -463478.593750 Penalty: 825.405396
	Iteration 12Q: 3 clusters Score -463478.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -463577.875000 Penalty: 825.405396
	Iteration 13Q: 3 clusters Score -463577.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -463667.593750 Penalty: 825.405396
	Iteration 14Q: 3 clusters Score -463667.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -463752.406250 Penalty: 825.405396
	Iteration 15Q: 3 clusters Score -463752.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -463835.375000 Penalty: 825.405396
	Iteration 16Q: 3 clusters Score -463835.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -463897.687500 Penalty: 825.405396
	Iteration 17Q: 3 clusters Score -463897.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -463938.718750 Penalty: 825.405396
	Iteration 18Q: 3 clusters Score -463938.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -463968.562500 Penalty: 825.405396
	Iteration 19Q: 3 clusters Score -463968.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -463990.437500 Penalty: 825.405396
	Iteration 20F: 3 clusters Score -463990.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -464008.250000 Penalty: 825.405396
	Iteration 21Q: 3 clusters Score -464008.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -464024.062500 Penalty: 825.405396
	Iteration 22Q: 3 clusters Score -464024.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -464042.406250 Penalty: 825.405396
	Iteration 23Q: 3 clusters Score -464042.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -464054.218750 Penalty: 825.405396
	Iteration 24Q: 3 clusters Score -464054.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -464062.375000 Penalty: 825.405396
	Iteration 25Q: 3 clusters Score -464062.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -464065.812500 Penalty: 825.405396
	Iteration 26Q: 3 clusters Score -464065.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -464069.031250 Penalty: 825.405396
	Iteration 27Q: 3 clusters Score -464069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -464071.406250 Penalty: 825.405396
	Iteration 28Q: 3 clusters Score -464071.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -464072.312500 Penalty: 825.405396
	Iteration 29Q: 3 clusters Score -464072.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -464074.875000 Penalty: 825.405396
	Iteration 30Q: 3 clusters Score -464074.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -464075.625000 Penalty: 825.405396
	Iteration 31Q: 3 clusters Score -464075.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -464077.250000 Penalty: 825.405396
	Iteration 32Q: 3 clusters Score -464077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -464077.843750 Penalty: 825.405396
	Iteration 33Q: 3 clusters Score -464077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -464077.843750 Penalty: 825.405396
	Iteration 34F: 3 clusters Score -464077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Entering Unmasked Estep 
Score: -4445159.000000 Penalty: 513.756714
	Iteration 0F: 2 clusters Score -4445159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -4391110.000000 Penalty: 1027.513428
	Iteration 0F: 3 clusters Score -4391110 nChanged 39193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -4414000.500000 Penalty: 1027.513428
	Iteration 1F: 3 clusters Score -4414000 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -4414535.500000 Penalty: 1027.513428
	Iteration 2Q: 3 clusters Score -4414536 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -4415228.500000 Penalty: 1027.513428
	Iteration 3Q: 3 clusters Score -4415228 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4416383.000000 Penalty: 1027.513428
	Iteration 4Q: 3 clusters Score -4416383 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4418533.000000 Penalty: 1027.513428
	Iteration 5F: 3 clusters Score -4418533 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -4422235.000000 Penalty: 1027.513428
	Iteration 6F: 3 clusters Score -4422235 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62429 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4427864.000000 Penalty: 1027.513428
	Iteration 7F: 3 clusters Score -4427864 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4434188.000000 Penalty: 1027.513428
	Iteration 8F: 3 clusters Score -4434188 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -4439182.000000 Penalty: 1027.513428
	Iteration 9F: 3 clusters Score -4439182 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4442031.000000 Penalty: 1027.513428
	Iteration 10Q: 3 clusters Score -4442031 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78655 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4443449.500000 Penalty: 1027.513428
	Iteration 11Q: 3 clusters Score -4443450 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4444152.500000 Penalty: 1027.513428
	Iteration 12Q: 3 clusters Score -4444152 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4444438.000000 Penalty: 1027.513428
	Iteration 13Q: 3 clusters Score -4444438 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79928 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4444579.500000 Penalty: 1027.513428
	Iteration 14Q: 3 clusters Score -4444580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4444625.000000 Penalty: 1027.513428
	Iteration 15Q: 3 clusters Score -4444625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4444648.500000 Penalty: 1027.513428
	Iteration 16Q: 3 clusters Score -4444648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4444668.500000 Penalty: 1027.513428
	Iteration 17Q: 3 clusters Score -4444668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4444680.000000 Penalty: 1027.513428
	Iteration 18Q: 3 clusters Score -4444680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4444693.000000 Penalty: 1027.513428
	Iteration 19Q: 3 clusters Score -4444693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4444703.000000 Penalty: 1027.513428
	Iteration 20F: 3 clusters Score -4444703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4444708.500000 Penalty: 1027.513428
	Iteration 21Q: 3 clusters Score -4444708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4444711.000000 Penalty: 1027.513428
	Iteration 22Q: 3 clusters Score -4444711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4444713.500000 Penalty: 1027.513428
	Iteration 23Q: 3 clusters Score -4444714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -4444716.500000 Penalty: 1027.513428
	Iteration 24Q: 3 clusters Score -4444716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -4444720.500000 Penalty: 1027.513428
	Iteration 25Q: 3 clusters Score -4444720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4444727.000000 Penalty: 1027.513428
	Iteration 26Q: 3 clusters Score -4444727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4444724.500000 Penalty: 1027.513428
	Iteration 27Q: 3 clusters Score -4444724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80037 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4444724.500000 Penalty: 1027.513428
	Iteration 28F: 3 clusters Score -4444724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Entering Unmasked Estep 
Score: -2626519.250000 Penalty: 491.901398
	Iteration 0F: 2 clusters Score -2626519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2593189.750000 Penalty: 983.802795
	Iteration 0F: 3 clusters Score -2593190 nChanged 23949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2608127.750000 Penalty: 983.802795
	Iteration 1F: 3 clusters Score -2608128 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2609532.500000 Penalty: 983.802795
	Iteration 2F: 3 clusters Score -2609532 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2611880.750000 Penalty: 983.802795
	Iteration 3F: 3 clusters Score -2611881 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2615447.000000 Penalty: 983.802795
	Iteration 4F: 3 clusters Score -2615447 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2619193.250000 Penalty: 983.802795
	Iteration 5F: 3 clusters Score -2619193 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2621744.000000 Penalty: 983.802795
	Iteration 6F: 3 clusters Score -2621744 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2622916.000000 Penalty: 983.802795
	Iteration 7Q: 3 clusters Score -2622916 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2623427.000000 Penalty: 983.802795
	Iteration 8Q: 3 clusters Score -2623427 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2623787.250000 Penalty: 983.802795
	Iteration 9Q: 3 clusters Score -2623787 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2624112.500000 Penalty: 983.802795
	Iteration 10Q: 3 clusters Score -2624112 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2624350.750000 Penalty: 983.802795
	Iteration 11Q: 3 clusters Score -2624351 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2624523.750000 Penalty: 983.802795
	Iteration 12Q: 3 clusters Score -2624524 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2624664.250000 Penalty: 983.802795
	Iteration 13Q: 3 clusters Score -2624664 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2624780.000000 Penalty: 983.802795
	Iteration 14Q: 3 clusters Score -2624780 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2624868.250000 Penalty: 983.802795
	Iteration 15Q: 3 clusters Score -2624868 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2624956.750000 Penalty: 983.802795
	Iteration 16Q: 3 clusters Score -2624957 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2625044.500000 Penalty: 983.802795
	Iteration 17Q: 3 clusters Score -2625044 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2625098.500000 Penalty: 983.802795
	Iteration 18Q: 3 clusters Score -2625098 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2625167.500000 Penalty: 983.802795
	Iteration 19Q: 3 clusters Score -2625168 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2625221.250000 Penalty: 983.802795
	Iteration 20F: 3 clusters Score -2625221 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2625275.750000 Penalty: 983.802795
	Iteration 21Q: 3 clusters Score -2625276 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2625321.500000 Penalty: 983.802795
	Iteration 22Q: 3 clusters Score -2625322 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2625388.750000 Penalty: 983.802795
	Iteration 23Q: 3 clusters Score -2625389 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2625460.750000 Penalty: 983.802795
	Iteration 24Q: 3 clusters Score -2625461 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2625528.000000 Penalty: 983.802795
	Iteration 25Q: 3 clusters Score -2625528 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2625580.250000 Penalty: 983.802795
	Iteration 26Q: 3 clusters Score -2625580 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2625629.750000 Penalty: 983.802795
	Iteration 27Q: 3 clusters Score -2625630 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2625672.500000 Penalty: 983.802795
	Iteration 28Q: 3 clusters Score -2625672 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2625705.000000 Penalty: 983.802795
	Iteration 29Q: 3 clusters Score -2625705 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2625737.000000 Penalty: 983.802795
	Iteration 30Q: 3 clusters Score -2625737 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2625769.000000 Penalty: 983.802795
	Iteration 31Q: 3 clusters Score -2625769 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2625807.500000 Penalty: 983.802795
	Iteration 32Q: 3 clusters Score -2625808 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2625843.000000 Penalty: 983.802795
	Iteration 33Q: 3 clusters Score -2625843 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2625873.000000 Penalty: 983.802795
	Iteration 34Q: 3 clusters Score -2625873 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2625920.500000 Penalty: 983.802795
	Iteration 35Q: 3 clusters Score -2625920 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2625965.250000 Penalty: 983.802795
	Iteration 36Q: 3 clusters Score -2625965 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2625994.500000 Penalty: 983.802795
	Iteration 37Q: 3 clusters Score -2625994 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2626032.250000 Penalty: 983.802795
	Iteration 38Q: 3 clusters Score -2626032 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2626054.000000 Penalty: 983.802795
	Iteration 39Q: 3 clusters Score -2626054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2626085.500000 Penalty: 983.802795
	Iteration 40F: 3 clusters Score -2626086 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2626100.250000 Penalty: 983.802795
	Iteration 41Q: 3 clusters Score -2626100 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2626111.500000 Penalty: 983.802795
	Iteration 42Q: 3 clusters Score -2626112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2626137.000000 Penalty: 983.802795
	Iteration 43Q: 3 clusters Score -2626137 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2626141.000000 Penalty: 983.802795
	Iteration 44Q: 3 clusters Score -2626141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2626150.250000 Penalty: 983.802795
	Iteration 45Q: 3 clusters Score -2626150 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2626150.250000 Penalty: 983.802795
	Iteration 46Q: 3 clusters Score -2626150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2626172.750000 Penalty: 983.802795
	Iteration 47Q: 3 clusters Score -2626173 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2626186.250000 Penalty: 983.802795
	Iteration 48Q: 3 clusters Score -2626186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2626191.250000 Penalty: 983.802795
	Iteration 49Q: 3 clusters Score -2626191 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2626200.000000 Penalty: 983.802795
	Iteration 50Q: 3 clusters Score -2626200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2626208.500000 Penalty: 983.802795
	Iteration 51Q: 3 clusters Score -2626208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2626214.500000 Penalty: 983.802795
	Iteration 52Q: 3 clusters Score -2626214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2626227.750000 Penalty: 983.802795
	Iteration 53Q: 3 clusters Score -2626228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2626235.500000 Penalty: 983.802795
	Iteration 54Q: 3 clusters Score -2626236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2626244.500000 Penalty: 983.802795
	Iteration 55Q: 3 clusters Score -2626244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2626242.000000 Penalty: 983.802795
	Iteration 56Q: 3 clusters Score -2626242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2626245.750000 Penalty: 983.802795
	Iteration 57Q: 3 clusters Score -2626246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2626249.250000 Penalty: 983.802795
	Iteration 58Q: 3 clusters Score -2626249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2626255.000000 Penalty: 983.802795
	Iteration 59Q: 3 clusters Score -2626255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2626257.500000 Penalty: 983.802795
	Iteration 60F: 3 clusters Score -2626258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2626256.000000 Penalty: 983.802795
	Iteration 61Q: 3 clusters Score -2626256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2626261.750000 Penalty: 983.802795
	Iteration 62Q: 3 clusters Score -2626262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2626263.750000 Penalty: 983.802795
	Iteration 63Q: 3 clusters Score -2626264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2626273.000000 Penalty: 983.802795
	Iteration 64Q: 3 clusters Score -2626273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2626271.250000 Penalty: 983.802795
	Iteration 65Q: 3 clusters Score -2626271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2626273.500000 Penalty: 983.802795
	Iteration 66Q: 3 clusters Score -2626274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2626286.750000 Penalty: 983.802795
	Iteration 67Q: 3 clusters Score -2626287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2626284.500000 Penalty: 983.802795
	Iteration 68Q: 3 clusters Score -2626284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2626287.500000 Penalty: 983.802795
	Iteration 69Q: 3 clusters Score -2626288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2626291.500000 Penalty: 983.802795
	Iteration 70Q: 3 clusters Score -2626292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2626300.250000 Penalty: 983.802795
	Iteration 71Q: 3 clusters Score -2626300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2626313.750000 Penalty: 983.802795
	Iteration 72Q: 3 clusters Score -2626314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2626313.750000 Penalty: 983.802795
	Iteration 73Q: 3 clusters Score -2626314 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2626316.500000 Penalty: 983.802795
	Iteration 74Q: 3 clusters Score -2626316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2626320.000000 Penalty: 983.802795
	Iteration 75Q: 3 clusters Score -2626320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2626331.750000 Penalty: 983.802795
	Iteration 76Q: 3 clusters Score -2626332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2626333.750000 Penalty: 983.802795
	Iteration 77Q: 3 clusters Score -2626334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2626338.000000 Penalty: 983.802795
	Iteration 78Q: 3 clusters Score -2626338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2626350.500000 Penalty: 983.802795
	Iteration 79Q: 3 clusters Score -2626350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2626357.500000 Penalty: 983.802795
	Iteration 80F: 3 clusters Score -2626358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2626360.250000 Penalty: 983.802795
	Iteration 81Q: 3 clusters Score -2626360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2626362.500000 Penalty: 983.802795
	Iteration 82Q: 3 clusters Score -2626362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2626370.000000 Penalty: 983.802795
	Iteration 83Q: 3 clusters Score -2626370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2626371.500000 Penalty: 983.802795
	Iteration 84Q: 3 clusters Score -2626372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2626375.000000 Penalty: 983.802795
	Iteration 85Q: 3 clusters Score -2626375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2626377.000000 Penalty: 983.802795
	Iteration 86Q: 3 clusters Score -2626377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2626375.000000 Penalty: 983.802795
	Iteration 87Q: 3 clusters Score -2626375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2626377.750000 Penalty: 983.802795
	Iteration 88Q: 3 clusters Score -2626378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2626376.250000 Penalty: 983.802795
	Iteration 89Q: 3 clusters Score -2626376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2626377.500000 Penalty: 983.802795
	Iteration 90Q: 3 clusters Score -2626378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2626377.500000 Penalty: 983.802795
	Iteration 91F: 3 clusters Score -2626378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Entering Unmasked Estep 
Score: -218093.843750 Penalty: 378.580383
	Iteration 0F: 2 clusters Score -218093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -215330.406250 Penalty: 757.160767
	Iteration 0F: 3 clusters Score -215330.4 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -216420.515625 Penalty: 757.160767
	Iteration 1F: 3 clusters Score -216420.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -216585.406250 Penalty: 757.160767
	Iteration 2F: 3 clusters Score -216585.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -216743.468750 Penalty: 757.160767
	Iteration 3F: 3 clusters Score -216743.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -216885.984375 Penalty: 757.160767
	Iteration 4F: 3 clusters Score -216886 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -217050.062500 Penalty: 757.160767
	Iteration 5F: 3 clusters Score -217050.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -217201.218750 Penalty: 757.160767
	Iteration 6Q: 3 clusters Score -217201.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -217373.062500 Penalty: 757.160767
	Iteration 7Q: 3 clusters Score -217373.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -217564.093750 Penalty: 757.160767
	Iteration 8Q: 3 clusters Score -217564.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -217656.390625 Penalty: 757.160767
	Iteration 9Q: 3 clusters Score -217656.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -217703.437500 Penalty: 757.160767
	Iteration 10Q: 3 clusters Score -217703.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -217728.484375 Penalty: 757.160767
	Iteration 11Q: 3 clusters Score -217728.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -217744.359375 Penalty: 757.160767
	Iteration 12Q: 3 clusters Score -217744.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -217754.578125 Penalty: 757.160767
	Iteration 13Q: 3 clusters Score -217754.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -217759.656250 Penalty: 757.160767
	Iteration 14Q: 3 clusters Score -217759.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -217764.453125 Penalty: 757.160767
	Iteration 15Q: 3 clusters Score -217764.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -217768.468750 Penalty: 757.160767
	Iteration 16Q: 3 clusters Score -217768.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -217772.578125 Penalty: 757.160767
	Iteration 17Q: 3 clusters Score -217772.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -217775.203125 Penalty: 757.160767
	Iteration 18Q: 3 clusters Score -217775.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -217782.734375 Penalty: 757.160767
	Iteration 19Q: 3 clusters Score -217782.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -217789.625000 Penalty: 757.160767
	Iteration 20F: 3 clusters Score -217789.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -217793.359375 Penalty: 757.160767
	Iteration 21Q: 3 clusters Score -217793.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -217796.671875 Penalty: 757.160767
	Iteration 22Q: 3 clusters Score -217796.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -217799.281250 Penalty: 757.160767
	Iteration 23Q: 3 clusters Score -217799.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -217801.984375 Penalty: 757.160767
	Iteration 24Q: 3 clusters Score -217802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -217805.562500 Penalty: 757.160767
	Iteration 25Q: 3 clusters Score -217805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -217807.562500 Penalty: 757.160767
	Iteration 26Q: 3 clusters Score -217807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -217808.515625 Penalty: 757.160767
	Iteration 27Q: 3 clusters Score -217808.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -217809.718750 Penalty: 757.160767
	Iteration 28Q: 3 clusters Score -217809.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -217810.703125 Penalty: 757.160767
	Iteration 29Q: 3 clusters Score -217810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -217811.578125 Penalty: 757.160767
	Iteration 30Q: 3 clusters Score -217811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -217812.484375 Penalty: 757.160767
	Iteration 31Q: 3 clusters Score -217812.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -217814.609375 Penalty: 757.160767
	Iteration 32Q: 3 clusters Score -217814.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -217817.640625 Penalty: 757.160767
	Iteration 33Q: 3 clusters Score -217817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -217818.531250 Penalty: 757.160767
	Iteration 34Q: 3 clusters Score -217818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -217818.859375 Penalty: 757.160767
	Iteration 35Q: 3 clusters Score -217818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -217819.734375 Penalty: 757.160767
	Iteration 36Q: 3 clusters Score -217819.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -217819.734375 Penalty: 757.160767
	Iteration 37F: 3 clusters Score -217819.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Entering Unmasked Estep 
Score: -4100648.250000 Penalty: 512.432068
	Iteration 0F: 2 clusters Score -4100648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -4048563.250000 Penalty: 1024.864136
	Iteration 0F: 3 clusters Score -4048563 nChanged 37858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -4073911.250000 Penalty: 1024.864136
	Iteration 1F: 3 clusters Score -4073911 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -4077093.750000 Penalty: 1024.864136
	Iteration 2F: 3 clusters Score -4077094 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -4081229.750000 Penalty: 1024.864136
	Iteration 3F: 3 clusters Score -4081230 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -4085776.750000 Penalty: 1024.864136
	Iteration 4F: 3 clusters Score -4085777 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -4089525.500000 Penalty: 1024.864136
	Iteration 5F: 3 clusters Score -4089526 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -4091480.000000 Penalty: 1024.864136
	Iteration 6F: 3 clusters Score -4091480 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -4092130.500000 Penalty: 1024.864136
	Iteration 7Q: 3 clusters Score -4092130 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -4092422.000000 Penalty: 1024.864136
	Iteration 8Q: 3 clusters Score -4092422 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -4092678.500000 Penalty: 1024.864136
	Iteration 9Q: 3 clusters Score -4092678 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -4092864.250000 Penalty: 1024.864136
	Iteration 10Q: 3 clusters Score -4092864 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -4093066.500000 Penalty: 1024.864136
	Iteration 11Q: 3 clusters Score -4093066 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -4093228.750000 Penalty: 1024.864136
	Iteration 12Q: 3 clusters Score -4093229 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -4093334.500000 Penalty: 1024.864136
	Iteration 13Q: 3 clusters Score -4093334 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -4093456.750000 Penalty: 1024.864136
	Iteration 14Q: 3 clusters Score -4093457 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -4093559.500000 Penalty: 1024.864136
	Iteration 15Q: 3 clusters Score -4093560 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -4093647.250000 Penalty: 1024.864136
	Iteration 16Q: 3 clusters Score -4093647 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -4093734.750000 Penalty: 1024.864136
	Iteration 17Q: 3 clusters Score -4093735 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -4093815.250000 Penalty: 1024.864136
	Iteration 18Q: 3 clusters Score -4093815 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -4093896.000000 Penalty: 1024.864136
	Iteration 19Q: 3 clusters Score -4093896 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -4093944.250000 Penalty: 1024.864136
	Iteration 20F: 3 clusters Score -4093944 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -4094010.000000 Penalty: 1024.864136
	Iteration 21Q: 3 clusters Score -4094010 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -4094102.750000 Penalty: 1024.864136
	Iteration 22Q: 3 clusters Score -4094103 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -4094200.750000 Penalty: 1024.864136
	Iteration 23Q: 3 clusters Score -4094201 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -4094260.000000 Penalty: 1024.864136
	Iteration 24Q: 3 clusters Score -4094260 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -4094316.000000 Penalty: 1024.864136
	Iteration 25Q: 3 clusters Score -4094316 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -4094392.000000 Penalty: 1024.864136
	Iteration 26Q: 3 clusters Score -4094392 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -4094486.750000 Penalty: 1024.864136
	Iteration 27Q: 3 clusters Score -4094487 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -4094570.250000 Penalty: 1024.864136
	Iteration 28Q: 3 clusters Score -4094570 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -4094644.500000 Penalty: 1024.864136
	Iteration 29Q: 3 clusters Score -4094644 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -4094730.750000 Penalty: 1024.864136
	Iteration 30Q: 3 clusters Score -4094731 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -4094804.500000 Penalty: 1024.864136
	Iteration 31Q: 3 clusters Score -4094804 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -4094924.250000 Penalty: 1024.864136
	Iteration 32Q: 3 clusters Score -4094924 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -4095023.500000 Penalty: 1024.864136
	Iteration 33Q: 3 clusters Score -4095024 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -4095156.750000 Penalty: 1024.864136
	Iteration 34Q: 3 clusters Score -4095157 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -4095307.000000 Penalty: 1024.864136
	Iteration 35Q: 3 clusters Score -4095307 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -4095429.250000 Penalty: 1024.864136
	Iteration 36Q: 3 clusters Score -4095429 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -4095604.000000 Penalty: 1024.864136
	Iteration 37Q: 3 clusters Score -4095604 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -4095747.250000 Penalty: 1024.864136
	Iteration 38Q: 3 clusters Score -4095747 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -4095919.250000 Penalty: 1024.864136
	Iteration 39Q: 3 clusters Score -4095919 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -4096075.250000 Penalty: 1024.864136
	Iteration 40F: 3 clusters Score -4096075 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 63031 members 
Entering Unmasked Estep 
Score: -4096254.500000 Penalty: 1024.864136
	Iteration 41Q: 3 clusters Score -4096254 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 63769 members 
Entering Unmasked Estep 
Score: -4096428.000000 Penalty: 1024.864136
	Iteration 42Q: 3 clusters Score -4096428 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 64515 members 
Entering Unmasked Estep 
Score: -4096609.000000 Penalty: 1024.864136
	Iteration 43Q: 3 clusters Score -4096609 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -4096811.250000 Penalty: 1024.864136
	Iteration 44Q: 3 clusters Score -4096811 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -4097081.250000 Penalty: 1024.864136
	Iteration 45Q: 3 clusters Score -4097081 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -4097380.250000 Penalty: 1024.864136
	Iteration 46Q: 3 clusters Score -4097380 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -4097673.500000 Penalty: 1024.864136
	Iteration 47Q: 3 clusters Score -4097674 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 68533 members 
Entering Unmasked Estep 
Score: -4097954.750000 Penalty: 1024.864136
	Iteration 48Q: 3 clusters Score -4097955 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -4098209.250000 Penalty: 1024.864136
	Iteration 49Q: 3 clusters Score -4098209 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -4098419.500000 Penalty: 1024.864136
	Iteration 50Q: 3 clusters Score -4098420 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 70528 members 
Entering Unmasked Estep 
Score: -4098624.750000 Penalty: 1024.864136
	Iteration 51Q: 3 clusters Score -4098625 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -4098810.250000 Penalty: 1024.864136
	Iteration 52Q: 3 clusters Score -4098810 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -4098967.000000 Penalty: 1024.864136
	Iteration 53Q: 3 clusters Score -4098967 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
Score: -4099112.750000 Penalty: 1024.864136
	Iteration 54Q: 3 clusters Score -4099113 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -4099260.000000 Penalty: 1024.864136
	Iteration 55Q: 3 clusters Score -4099260 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
Score: -4099385.000000 Penalty: 1024.864136
	Iteration 56Q: 3 clusters Score -4099385 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -4099508.000000 Penalty: 1024.864136
	Iteration 57Q: 3 clusters Score -4099508 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -4099608.000000 Penalty: 1024.864136
	Iteration 58Q: 3 clusters Score -4099608 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -4099700.500000 Penalty: 1024.864136
	Iteration 59Q: 3 clusters Score -4099700 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -4099774.750000 Penalty: 1024.864136
	Iteration 60F: 3 clusters Score -4099775 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -4099839.250000 Penalty: 1024.864136
	Iteration 61Q: 3 clusters Score -4099839 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -4099872.500000 Penalty: 1024.864136
	Iteration 62Q: 3 clusters Score -4099872 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -4099918.500000 Penalty: 1024.864136
	Iteration 63Q: 3 clusters Score -4099918 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -4099948.750000 Penalty: 1024.864136
	Iteration 64Q: 3 clusters Score -4099949 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -4099965.000000 Penalty: 1024.864136
	Iteration 65Q: 3 clusters Score -4099965 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -4100001.250000 Penalty: 1024.864136
	Iteration 66Q: 3 clusters Score -4100001 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -4100039.500000 Penalty: 1024.864136
	Iteration 67Q: 3 clusters Score -4100040 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -4100072.000000 Penalty: 1024.864136
	Iteration 68Q: 3 clusters Score -4100072 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -4100086.750000 Penalty: 1024.864136
	Iteration 69Q: 3 clusters Score -4100087 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -4100099.750000 Penalty: 1024.864136
	Iteration 70Q: 3 clusters Score -4100100 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -4100122.500000 Penalty: 1024.864136
	Iteration 71Q: 3 clusters Score -4100122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -4100137.250000 Penalty: 1024.864136
	Iteration 72Q: 3 clusters Score -4100137 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 76193 members 
Entering Unmasked Estep 
Score: -4100157.000000 Penalty: 1024.864136
	Iteration 73Q: 3 clusters Score -4100157 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -4100167.500000 Penalty: 1024.864136
	Iteration 74Q: 3 clusters Score -4100168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -4100173.500000 Penalty: 1024.864136
	Iteration 75Q: 3 clusters Score -4100174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -4100174.750000 Penalty: 1024.864136
	Iteration 76Q: 3 clusters Score -4100175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -4100176.000000 Penalty: 1024.864136
	Iteration 77Q: 3 clusters Score -4100176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -4100189.000000 Penalty: 1024.864136
	Iteration 78Q: 3 clusters Score -4100189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -4100195.750000 Penalty: 1024.864136
	Iteration 79Q: 3 clusters Score -4100196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -4100206.750000 Penalty: 1024.864136
	Iteration 80F: 3 clusters Score -4100207 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
Score: -4100203.500000 Penalty: 1024.864136
	Iteration 81Q: 3 clusters Score -4100204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -4100207.000000 Penalty: 1024.864136
	Iteration 82Q: 3 clusters Score -4100207 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -4100215.000000 Penalty: 1024.864136
	Iteration 83Q: 3 clusters Score -4100215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 76672 members 
Entering Unmasked Estep 
Score: -4100223.750000 Penalty: 1024.864136
	Iteration 84Q: 3 clusters Score -4100224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 76699 members 
Entering Unmasked Estep 
Score: -4100221.500000 Penalty: 1024.864136
	Iteration 85Q: 3 clusters Score -4100222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -4100227.750000 Penalty: 1024.864136
	Iteration 86Q: 3 clusters Score -4100228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -4100228.750000 Penalty: 1024.864136
	Iteration 87Q: 3 clusters Score -4100229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 76752 members 
Entering Unmasked Estep 
Score: -4100230.250000 Penalty: 1024.864136
	Iteration 88Q: 3 clusters Score -4100230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -4100232.250000 Penalty: 1024.864136
	Iteration 89Q: 3 clusters Score -4100232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 76774 members 
Entering Unmasked Estep 
Score: -4100231.750000 Penalty: 1024.864136
	Iteration 90Q: 3 clusters Score -4100232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 76780 members 
Entering Unmasked Estep 
Score: -4100231.750000 Penalty: 1024.864136
	Iteration 91Q: 3 clusters Score -4100232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -4100232.000000 Penalty: 1024.864136
	Iteration 92Q: 3 clusters Score -4100232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 76794 members 
Entering Unmasked Estep 
Score: -4100228.250000 Penalty: 1024.864136
	Iteration 93Q: 3 clusters Score -4100228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 76800 members 
Entering Unmasked Estep 
Score: -4100233.250000 Penalty: 1024.864136
	Iteration 94Q: 3 clusters Score -4100233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -4100235.750000 Penalty: 1024.864136
	Iteration 95Q: 3 clusters Score -4100236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 76809 members 
Entering Unmasked Estep 
Score: -4100235.750000 Penalty: 1024.864136
	Iteration 96Q: 3 clusters Score -4100236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -4100238.000000 Penalty: 1024.864136
	Iteration 97Q: 3 clusters Score -4100238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 76824 members 
Entering Unmasked Estep 
Score: -4100241.250000 Penalty: 1024.864136
	Iteration 98Q: 3 clusters Score -4100241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -4100240.500000 Penalty: 1024.864136
	Iteration 99Q: 3 clusters Score -4100240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -4100240.750000 Penalty: 1024.864136
	Iteration 100F: 3 clusters Score -4100241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 76832 members 
Entering Unmasked Estep 
Score: -4100242.000000 Penalty: 1024.864136
	Iteration 101Q: 3 clusters Score -4100242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -4100245.000000 Penalty: 1024.864136
	Iteration 102Q: 3 clusters Score -4100245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -4100243.750000 Penalty: 1024.864136
	Iteration 103Q: 3 clusters Score -4100244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -4100240.250000 Penalty: 1024.864136
	Iteration 104Q: 3 clusters Score -4100240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -4100239.750000 Penalty: 1024.864136
	Iteration 105Q: 3 clusters Score -4100240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -4100243.250000 Penalty: 1024.864136
	Iteration 106Q: 3 clusters Score -4100243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -4100244.250000 Penalty: 1024.864136
	Iteration 107Q: 3 clusters Score -4100244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 76841 members 
Entering Unmasked Estep 
Score: -4100244.250000 Penalty: 1024.864136
	Iteration 108Q: 3 clusters Score -4100244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -4100245.250000 Penalty: 1024.864136
	Iteration 109Q: 3 clusters Score -4100245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 76842 members 
Entering Unmasked Estep 
Score: -4100245.250000 Penalty: 1024.864136
	Iteration 110F: 3 clusters Score -4100245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -57798.843750 Penalty: 325.606049
	Iteration 0F: 2 clusters Score -57798.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -56799.707031 Penalty: 651.212097
	Iteration 0F: 3 clusters Score -56799.71 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -57142.738281 Penalty: 651.212097
	Iteration 1F: 3 clusters Score -57142.74 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -57232.660156 Penalty: 651.212097
	Iteration 2F: 3 clusters Score -57232.66 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -57298.503906 Penalty: 651.212097
	Iteration 3F: 3 clusters Score -57298.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -57350.621094 Penalty: 651.212097
	Iteration 4F: 3 clusters Score -57350.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -57390.125000 Penalty: 651.212097
	Iteration 5Q: 3 clusters Score -57390.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -57424.187500 Penalty: 651.212097
	Iteration 6Q: 3 clusters Score -57424.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -57452.062500 Penalty: 651.212097
	Iteration 7Q: 3 clusters Score -57452.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -57481.253906 Penalty: 651.212097
	Iteration 8Q: 3 clusters Score -57481.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -57506.402344 Penalty: 651.212097
	Iteration 9Q: 3 clusters Score -57506.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -57524.503906 Penalty: 651.212097
	Iteration 10Q: 3 clusters Score -57524.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -57533.777344 Penalty: 651.212097
	Iteration 11Q: 3 clusters Score -57533.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -57543.816406 Penalty: 651.212097
	Iteration 12Q: 3 clusters Score -57543.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -57551.835938 Penalty: 651.212097
	Iteration 13Q: 3 clusters Score -57551.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -57557.980469 Penalty: 651.212097
	Iteration 14Q: 3 clusters Score -57557.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -57560.964844 Penalty: 651.212097
	Iteration 15Q: 3 clusters Score -57560.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -57563.191406 Penalty: 651.212097
	Iteration 16Q: 3 clusters Score -57563.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -57564.164062 Penalty: 651.212097
	Iteration 17Q: 3 clusters Score -57564.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -57564.636719 Penalty: 651.212097
	Iteration 18Q: 3 clusters Score -57564.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -57564.636719 Penalty: 651.212097
	Iteration 19F: 3 clusters Score -57564.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -153178.500000 Penalty: 361.651520
	Iteration 0F: 2 clusters Score -153178.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -151156.687500 Penalty: 723.303040
	Iteration 0F: 3 clusters Score -151156.7 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -151852.375000 Penalty: 723.303040
	Iteration 1F: 3 clusters Score -151852.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -151989.906250 Penalty: 723.303040
	Iteration 2F: 3 clusters Score -151989.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -152118.625000 Penalty: 723.303040
	Iteration 3F: 3 clusters Score -152118.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -152259.515625 Penalty: 723.303040
	Iteration 4F: 3 clusters Score -152259.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -152422.359375 Penalty: 723.303040
	Iteration 5F: 3 clusters Score -152422.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -152571.531250 Penalty: 723.303040
	Iteration 6F: 3 clusters Score -152571.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -152674.781250 Penalty: 723.303040
	Iteration 7Q: 3 clusters Score -152674.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -152731.453125 Penalty: 723.303040
	Iteration 8Q: 3 clusters Score -152731.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -152781.546875 Penalty: 723.303040
	Iteration 9Q: 3 clusters Score -152781.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -152825.187500 Penalty: 723.303040
	Iteration 10Q: 3 clusters Score -152825.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -152857.328125 Penalty: 723.303040
	Iteration 11Q: 3 clusters Score -152857.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -152867.593750 Penalty: 723.303040
	Iteration 12Q: 3 clusters Score -152867.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -152872.078125 Penalty: 723.303040
	Iteration 13Q: 3 clusters Score -152872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -152874.296875 Penalty: 723.303040
	Iteration 14Q: 3 clusters Score -152874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -152874.625000 Penalty: 723.303040
	Iteration 15Q: 3 clusters Score -152874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -152875.875000 Penalty: 723.303040
	Iteration 16Q: 3 clusters Score -152875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -152878.406250 Penalty: 723.303040
	Iteration 17Q: 3 clusters Score -152878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -152879.437500 Penalty: 723.303040
	Iteration 18Q: 3 clusters Score -152879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -152881.156250 Penalty: 723.303040
	Iteration 19Q: 3 clusters Score -152881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -152883.140625 Penalty: 723.303040
	Iteration 20F: 3 clusters Score -152883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -152884.703125 Penalty: 723.303040
	Iteration 21Q: 3 clusters Score -152884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -152885.078125 Penalty: 723.303040
	Iteration 22Q: 3 clusters Score -152885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -152885.156250 Penalty: 723.303040
	Iteration 23Q: 3 clusters Score -152885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -152885.156250 Penalty: 723.303040
	Iteration 24F: 3 clusters Score -152885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Entering Unmasked Estep 
Score: -805115.750000 Penalty: 437.242279
	Iteration 0F: 2 clusters Score -805115.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -795165.812500 Penalty: 874.484558
	Iteration 0F: 3 clusters Score -795165.8 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -799625.312500 Penalty: 874.484558
	Iteration 1F: 3 clusters Score -799625.3 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -800107.250000 Penalty: 874.484558
	Iteration 2F: 3 clusters Score -800107.2 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -800794.187500 Penalty: 874.484558
	Iteration 3F: 3 clusters Score -800794.2 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -801731.812500 Penalty: 874.484558
	Iteration 4F: 3 clusters Score -801731.8 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -802814.937500 Penalty: 874.484558
	Iteration 5F: 3 clusters Score -802814.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -803745.875000 Penalty: 874.484558
	Iteration 6F: 3 clusters Score -803745.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -804308.062500 Penalty: 874.484558
	Iteration 7Q: 3 clusters Score -804308.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -804550.187500 Penalty: 874.484558
	Iteration 8Q: 3 clusters Score -804550.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -804640.937500 Penalty: 874.484558
	Iteration 9Q: 3 clusters Score -804640.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -804689.187500 Penalty: 874.484558
	Iteration 10Q: 3 clusters Score -804689.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -804715.875000 Penalty: 874.484558
	Iteration 11Q: 3 clusters Score -804715.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -804724.562500 Penalty: 874.484558
	Iteration 12Q: 3 clusters Score -804724.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -804730.187500 Penalty: 874.484558
	Iteration 13Q: 3 clusters Score -804730.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -804732.562500 Penalty: 874.484558
	Iteration 14Q: 3 clusters Score -804732.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -804732.562500 Penalty: 874.484558
	Iteration 15F: 3 clusters Score -804732.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (86401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Entering Unmasked Estep 
Score: -4804540.500000 Penalty: 517.187317
	Iteration 0F: 2 clusters Score -4804540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -4747092.500000 Penalty: 1034.374634
	Iteration 0F: 3 clusters Score -4747092 nChanged 42357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -4773681.500000 Penalty: 1034.374634
	Iteration 1F: 3 clusters Score -4773682 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -4776015.500000 Penalty: 1034.374634
	Iteration 2F: 3 clusters Score -4776016 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -4779763.000000 Penalty: 1034.374634
	Iteration 3F: 3 clusters Score -4779763 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -4785255.000000 Penalty: 1034.374634
	Iteration 4F: 3 clusters Score -4785255 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -4791087.500000 Penalty: 1034.374634
	Iteration 5F: 3 clusters Score -4791088 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -4795302.500000 Penalty: 1034.374634
	Iteration 6F: 3 clusters Score -4795302 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -4797738.000000 Penalty: 1034.374634
	Iteration 7Q: 3 clusters Score -4797738 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -4799214.500000 Penalty: 1034.374634
	Iteration 8Q: 3 clusters Score -4799214 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
Score: -4800296.000000 Penalty: 1034.374634
	Iteration 9Q: 3 clusters Score -4800296 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -4801178.500000 Penalty: 1034.374634
	Iteration 10Q: 3 clusters Score -4801178 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -4801858.500000 Penalty: 1034.374634
	Iteration 11Q: 3 clusters Score -4801858 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 67346 members 
Entering Unmasked Estep 
Score: -4802349.000000 Penalty: 1034.374634
	Iteration 12Q: 3 clusters Score -4802349 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -4802658.500000 Penalty: 1034.374634
	Iteration 13Q: 3 clusters Score -4802658 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -4802853.500000 Penalty: 1034.374634
	Iteration 14Q: 3 clusters Score -4802854 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -4802963.500000 Penalty: 1034.374634
	Iteration 15Q: 3 clusters Score -4802964 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -4803054.500000 Penalty: 1034.374634
	Iteration 16Q: 3 clusters Score -4803054 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -4803114.500000 Penalty: 1034.374634
	Iteration 17Q: 3 clusters Score -4803114 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 68673 members 
Entering Unmasked Estep 
Score: -4803135.000000 Penalty: 1034.374634
	Iteration 18Q: 3 clusters Score -4803135 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -4803162.000000 Penalty: 1034.374634
	Iteration 19Q: 3 clusters Score -4803162 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -4803224.500000 Penalty: 1034.374634
	Iteration 20F: 3 clusters Score -4803224 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -4803251.500000 Penalty: 1034.374634
	Iteration 21Q: 3 clusters Score -4803252 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 69458 members 
Entering Unmasked Estep 
Score: -4803288.000000 Penalty: 1034.374634
	Iteration 22Q: 3 clusters Score -4803288 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -4803321.000000 Penalty: 1034.374634
	Iteration 23Q: 3 clusters Score -4803321 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -4803332.000000 Penalty: 1034.374634
	Iteration 24Q: 3 clusters Score -4803332 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -4803342.500000 Penalty: 1034.374634
	Iteration 25Q: 3 clusters Score -4803342 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -4803366.500000 Penalty: 1034.374634
	Iteration 26Q: 3 clusters Score -4803366 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -4803384.000000 Penalty: 1034.374634
	Iteration 27Q: 3 clusters Score -4803384 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -4803389.000000 Penalty: 1034.374634
	Iteration 28Q: 3 clusters Score -4803389 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -4803426.000000 Penalty: 1034.374634
	Iteration 29Q: 3 clusters Score -4803426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -4803440.500000 Penalty: 1034.374634
	Iteration 30Q: 3 clusters Score -4803440 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -4803444.500000 Penalty: 1034.374634
	Iteration 31Q: 3 clusters Score -4803444 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -4803455.000000 Penalty: 1034.374634
	Iteration 32Q: 3 clusters Score -4803455 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -4803463.000000 Penalty: 1034.374634
	Iteration 33Q: 3 clusters Score -4803463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -4803473.500000 Penalty: 1034.374634
	Iteration 34Q: 3 clusters Score -4803474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 71167 members 
Entering Unmasked Estep 
Score: -4803479.500000 Penalty: 1034.374634
	Iteration 35Q: 3 clusters Score -4803480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -4803484.500000 Penalty: 1034.374634
	Iteration 36Q: 3 clusters Score -4803484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 71267 members 
Entering Unmasked Estep 
Score: -4803493.000000 Penalty: 1034.374634
	Iteration 37Q: 3 clusters Score -4803493 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -4803495.500000 Penalty: 1034.374634
	Iteration 38Q: 3 clusters Score -4803496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -4803490.000000 Penalty: 1034.374634
	Iteration 39Q: 3 clusters Score -4803490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -4803489.500000 Penalty: 1034.374634
	Iteration 40F: 3 clusters Score -4803490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -4803492.500000 Penalty: 1034.374634
	Iteration 41Q: 3 clusters Score -4803492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 71470 members 
Entering Unmasked Estep 
Score: -4803494.500000 Penalty: 1034.374634
	Iteration 42Q: 3 clusters Score -4803494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -4803502.500000 Penalty: 1034.374634
	Iteration 43Q: 3 clusters Score -4803502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -4803502.500000 Penalty: 1034.374634
	Iteration 44Q: 3 clusters Score -4803502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -4803514.000000 Penalty: 1034.374634
	Iteration 45Q: 3 clusters Score -4803514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -4803528.000000 Penalty: 1034.374634
	Iteration 46Q: 3 clusters Score -4803528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
Score: -4803531.500000 Penalty: 1034.374634
	Iteration 47Q: 3 clusters Score -4803532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 71700 members 
Entering Unmasked Estep 
Score: -4803542.000000 Penalty: 1034.374634
	Iteration 48Q: 3 clusters Score -4803542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -4803547.000000 Penalty: 1034.374634
	Iteration 49Q: 3 clusters Score -4803547 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 71804 members 
Entering Unmasked Estep 
Score: -4803545.000000 Penalty: 1034.374634
	Iteration 50Q: 3 clusters Score -4803545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -4803543.000000 Penalty: 1034.374634
	Iteration 51Q: 3 clusters Score -4803543 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -4803551.500000 Penalty: 1034.374634
	Iteration 52Q: 3 clusters Score -4803552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -4803569.000000 Penalty: 1034.374634
	Iteration 53Q: 3 clusters Score -4803569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -4803573.500000 Penalty: 1034.374634
	Iteration 54Q: 3 clusters Score -4803574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -4803572.500000 Penalty: 1034.374634
	Iteration 55Q: 3 clusters Score -4803572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -4803568.500000 Penalty: 1034.374634
	Iteration 56Q: 3 clusters Score -4803568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -4803578.500000 Penalty: 1034.374634
	Iteration 57Q: 3 clusters Score -4803578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -4803580.500000 Penalty: 1034.374634
	Iteration 58Q: 3 clusters Score -4803580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -4803587.500000 Penalty: 1034.374634
	Iteration 59Q: 3 clusters Score -4803588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -4803590.500000 Penalty: 1034.374634
	Iteration 60F: 3 clusters Score -4803590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 72244 members 
Entering Unmasked Estep 
Score: -4803593.500000 Penalty: 1034.374634
	Iteration 61Q: 3 clusters Score -4803594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -4803604.500000 Penalty: 1034.374634
	Iteration 62Q: 3 clusters Score -4803604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -4803607.500000 Penalty: 1034.374634
	Iteration 63Q: 3 clusters Score -4803608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -4803601.000000 Penalty: 1034.374634
	Iteration 64Q: 3 clusters Score -4803601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -4803603.500000 Penalty: 1034.374634
	Iteration 65Q: 3 clusters Score -4803604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -4803618.500000 Penalty: 1034.374634
	Iteration 66Q: 3 clusters Score -4803618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -4803623.000000 Penalty: 1034.374634
	Iteration 67Q: 3 clusters Score -4803623 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -4803634.000000 Penalty: 1034.374634
	Iteration 68Q: 3 clusters Score -4803634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 72663 members 
Entering Unmasked Estep 
Score: -4803635.500000 Penalty: 1034.374634
	Iteration 69Q: 3 clusters Score -4803636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -4803640.500000 Penalty: 1034.374634
	Iteration 70Q: 3 clusters Score -4803640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -4803651.000000 Penalty: 1034.374634
	Iteration 71Q: 3 clusters Score -4803651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -4803656.000000 Penalty: 1034.374634
	Iteration 72Q: 3 clusters Score -4803656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -4803665.500000 Penalty: 1034.374634
	Iteration 73Q: 3 clusters Score -4803666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 72895 members 
Entering Unmasked Estep 
Score: -4803669.500000 Penalty: 1034.374634
	Iteration 74Q: 3 clusters Score -4803670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 72933 members 
Entering Unmasked Estep 
Score: -4803678.500000 Penalty: 1034.374634
	Iteration 75Q: 3 clusters Score -4803678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 72967 members 
Entering Unmasked Estep 
Score: -4803686.000000 Penalty: 1034.374634
	Iteration 76Q: 3 clusters Score -4803686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 72995 members 
Entering Unmasked Estep 
Score: -4803697.500000 Penalty: 1034.374634
	Iteration 77Q: 3 clusters Score -4803698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -4803697.500000 Penalty: 1034.374634
	Iteration 78Q: 3 clusters Score -4803698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -4803702.000000 Penalty: 1034.374634
	Iteration 79Q: 3 clusters Score -4803702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 73085 members 
Entering Unmasked Estep 
Score: -4803699.500000 Penalty: 1034.374634
	Iteration 80F: 3 clusters Score -4803700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -4803698.500000 Penalty: 1034.374634
	Iteration 81Q: 3 clusters Score -4803698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 73108 members 
Entering Unmasked Estep 
Score: -4803699.000000 Penalty: 1034.374634
	Iteration 82Q: 3 clusters Score -4803699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 73123 members 
Entering Unmasked Estep 
Score: -4803698.500000 Penalty: 1034.374634
	Iteration 83Q: 3 clusters Score -4803698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -4803696.000000 Penalty: 1034.374634
	Iteration 84Q: 3 clusters Score -4803696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -4803694.000000 Penalty: 1034.374634
	Iteration 85Q: 3 clusters Score -4803694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -4803690.500000 Penalty: 1034.374634
	Iteration 86Q: 3 clusters Score -4803690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -4803691.500000 Penalty: 1034.374634
	Iteration 87Q: 3 clusters Score -4803692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -4803688.500000 Penalty: 1034.374634
	Iteration 88Q: 3 clusters Score -4803688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -4803684.500000 Penalty: 1034.374634
	Iteration 89Q: 3 clusters Score -4803684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -4803685.000000 Penalty: 1034.374634
	Iteration 90Q: 3 clusters Score -4803685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 73182 members 
Entering Unmasked Estep 
Score: -4803682.500000 Penalty: 1034.374634
	Iteration 91Q: 3 clusters Score -4803682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -4803685.000000 Penalty: 1034.374634
	Iteration 92Q: 3 clusters Score -4803685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 73187 members 
Entering Unmasked Estep 
Score: -4803691.500000 Penalty: 1034.374634
	Iteration 93Q: 3 clusters Score -4803692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -4803689.000000 Penalty: 1034.374634
	Iteration 94Q: 3 clusters Score -4803689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -4803690.500000 Penalty: 1034.374634
	Iteration 95Q: 3 clusters Score -4803690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 73200 members 
Entering Unmasked Estep 
Score: -4803697.500000 Penalty: 1034.374634
	Iteration 96Q: 3 clusters Score -4803698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -4803694.000000 Penalty: 1034.374634
	Iteration 97Q: 3 clusters Score -4803694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -4803696.500000 Penalty: 1034.374634
	Iteration 98Q: 3 clusters Score -4803696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -4803696.500000 Penalty: 1034.374634
	Iteration 99Q: 3 clusters Score -4803696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -4803708.500000 Penalty: 1034.374634
	Iteration 100F: 3 clusters Score -4803708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
Score: -4803700.500000 Penalty: 1034.374634
	Iteration 101Q: 3 clusters Score -4803700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -4803712.000000 Penalty: 1034.374634
	Iteration 102Q: 3 clusters Score -4803712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -4803709.500000 Penalty: 1034.374634
	Iteration 103Q: 3 clusters Score -4803710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -4803713.500000 Penalty: 1034.374634
	Iteration 104Q: 3 clusters Score -4803714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 73264 members 
Entering Unmasked Estep 
Score: -4803709.500000 Penalty: 1034.374634
	Iteration 105Q: 3 clusters Score -4803710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -4803711.000000 Penalty: 1034.374634
	Iteration 106Q: 3 clusters Score -4803711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -4803710.500000 Penalty: 1034.374634
	Iteration 107Q: 3 clusters Score -4803710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 73290 members 
Entering Unmasked Estep 
Score: -4803709.000000 Penalty: 1034.374634
	Iteration 108Q: 3 clusters Score -4803709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -4803709.000000 Penalty: 1034.374634
	Iteration 109Q: 3 clusters Score -4803709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -4803706.000000 Penalty: 1034.374634
	Iteration 110Q: 3 clusters Score -4803706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -4803704.000000 Penalty: 1034.374634
	Iteration 111Q: 3 clusters Score -4803704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -4803703.500000 Penalty: 1034.374634
	Iteration 112Q: 3 clusters Score -4803704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -4803707.500000 Penalty: 1034.374634
	Iteration 113Q: 3 clusters Score -4803708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -4803705.000000 Penalty: 1034.374634
	Iteration 114Q: 3 clusters Score -4803705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -4803706.500000 Penalty: 1034.374634
	Iteration 115Q: 3 clusters Score -4803706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -4803707.000000 Penalty: 1034.374634
	Iteration 116Q: 3 clusters Score -4803707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -4803705.500000 Penalty: 1034.374634
	Iteration 117Q: 3 clusters Score -4803706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -4803706.500000 Penalty: 1034.374634
	Iteration 118Q: 3 clusters Score -4803706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
Score: -4803713.000000 Penalty: 1034.374634
	Iteration 119Q: 3 clusters Score -4803713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -4803710.000000 Penalty: 1034.374634
	Iteration 120F: 3 clusters Score -4803710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -4803705.500000 Penalty: 1034.374634
	Iteration 121Q: 3 clusters Score -4803706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 73309 members 
Entering Unmasked Estep 
Score: -4803706.000000 Penalty: 1034.374634
	Iteration 122Q: 3 clusters Score -4803706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 73311 members 
Entering Unmasked Estep 
Score: -4803711.500000 Penalty: 1034.374634
	Iteration 123Q: 3 clusters Score -4803712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -4803711.500000 Penalty: 1034.374634
	Iteration 124Q: 3 clusters Score -4803712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -4803710.000000 Penalty: 1034.374634
	Iteration 125Q: 3 clusters Score -4803710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -4803710.000000 Penalty: 1034.374634
	Iteration 126F: 3 clusters Score -4803710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -79656.804688 Penalty: 335.029205
	Iteration 0F: 2 clusters Score -79656.8 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 747 members 
Entering Unmasked Estep 
Score: -78462.046875 Penalty: 670.058411
	Iteration 0F: 3 clusters Score -78462.05 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -78880.367188 Penalty: 670.058411
	Iteration 1F: 3 clusters Score -78880.37 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -78948.984375 Penalty: 670.058411
	Iteration 2F: 3 clusters Score -78948.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -78979.593750 Penalty: 670.058411
	Iteration 3Q: 3 clusters Score -78979.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -79003.968750 Penalty: 670.058411
	Iteration 4Q: 3 clusters Score -79003.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -79040.890625 Penalty: 670.058411
	Iteration 5Q: 3 clusters Score -79040.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -79090.351562 Penalty: 670.058411
	Iteration 6Q: 3 clusters Score -79090.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -79155.132812 Penalty: 670.058411
	Iteration 7Q: 3 clusters Score -79155.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -79204.007812 Penalty: 670.058411
	Iteration 8Q: 3 clusters Score -79204.01 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -79244.695312 Penalty: 670.058411
	Iteration 9Q: 3 clusters Score -79244.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -79274.625000 Penalty: 670.058411
	Iteration 10Q: 3 clusters Score -79274.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -79294.328125 Penalty: 670.058411
	Iteration 11Q: 3 clusters Score -79294.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -79311.367188 Penalty: 670.058411
	Iteration 12Q: 3 clusters Score -79311.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -79339.617188 Penalty: 670.058411
	Iteration 13Q: 3 clusters Score -79339.62 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -79366.898438 Penalty: 670.058411
	Iteration 14Q: 3 clusters Score -79366.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -79377.789062 Penalty: 670.058411
	Iteration 15Q: 3 clusters Score -79377.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -79387.562500 Penalty: 670.058411
	Iteration 16Q: 3 clusters Score -79387.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -79395.085938 Penalty: 670.058411
	Iteration 17Q: 3 clusters Score -79395.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -79399.648438 Penalty: 670.058411
	Iteration 18Q: 3 clusters Score -79399.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -79402.375000 Penalty: 670.058411
	Iteration 19Q: 3 clusters Score -79402.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79403.601562 Penalty: 670.058411
	Iteration 20F: 3 clusters Score -79403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79404.226562 Penalty: 670.058411
	Iteration 21Q: 3 clusters Score -79404.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -79405.289062 Penalty: 670.058411
	Iteration 22Q: 3 clusters Score -79405.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -79406.250000 Penalty: 670.058411
	Iteration 23Q: 3 clusters Score -79406.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -79406.601562 Penalty: 670.058411
	Iteration 24Q: 3 clusters Score -79406.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79407.039062 Penalty: 670.058411
	Iteration 25Q: 3 clusters Score -79407.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79407.304688 Penalty: 670.058411
	Iteration 26Q: 3 clusters Score -79407.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79407.304688 Penalty: 670.058411
	Iteration 27F: 3 clusters Score -79407.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -37758.878906 Penalty: 299.292694
	Iteration 0F: 2 clusters Score -37758.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -37120.445312 Penalty: 598.585388
	Iteration 0F: 3 clusters Score -37120.45 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -37270.835938 Penalty: 598.585388
	Iteration 1F: 3 clusters Score -37270.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -37318.652344 Penalty: 598.585388
	Iteration 2F: 3 clusters Score -37318.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -37361.058594 Penalty: 598.585388
	Iteration 3F: 3 clusters Score -37361.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -37394.109375 Penalty: 598.585388
	Iteration 4F: 3 clusters Score -37394.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -37413.769531 Penalty: 598.585388
	Iteration 5Q: 3 clusters Score -37413.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -37426.554688 Penalty: 598.585388
	Iteration 6Q: 3 clusters Score -37426.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -37444.976562 Penalty: 598.585388
	Iteration 7Q: 3 clusters Score -37444.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -37459.019531 Penalty: 598.585388
	Iteration 8Q: 3 clusters Score -37459.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -37469.742188 Penalty: 598.585388
	Iteration 9Q: 3 clusters Score -37469.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -37473.519531 Penalty: 598.585388
	Iteration 10Q: 3 clusters Score -37473.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -37475.953125 Penalty: 598.585388
	Iteration 11Q: 3 clusters Score -37475.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -37478.734375 Penalty: 598.585388
	Iteration 12Q: 3 clusters Score -37478.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -37479.402344 Penalty: 598.585388
	Iteration 13Q: 3 clusters Score -37479.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37482.367188 Penalty: 598.585388
	Iteration 14Q: 3 clusters Score -37482.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -37486.402344 Penalty: 598.585388
	Iteration 15Q: 3 clusters Score -37486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -37487.531250 Penalty: 598.585388
	Iteration 16Q: 3 clusters Score -37487.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37487.761719 Penalty: 598.585388
	Iteration 17Q: 3 clusters Score -37487.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37487.761719 Penalty: 598.585388
	Iteration 18F: 3 clusters Score -37487.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Entering Unmasked Estep 
Score: -1002840.000000 Penalty: 447.392273
	Iteration 0F: 2 clusters Score -1002840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -990403.500000 Penalty: 894.784546
	Iteration 0F: 3 clusters Score -990403.5 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -995963.125000 Penalty: 894.784546
	Iteration 1F: 3 clusters Score -995963.1 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -996393.125000 Penalty: 894.784546
	Iteration 2F: 3 clusters Score -996393.1 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -996838.687500 Penalty: 894.784546
	Iteration 3F: 3 clusters Score -996838.7 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -997345.250000 Penalty: 894.784546
	Iteration 4F: 3 clusters Score -997345.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -997960.437500 Penalty: 894.784546
	Iteration 5F: 3 clusters Score -997960.4 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -998842.187500 Penalty: 894.784546
	Iteration 6F: 3 clusters Score -998842.2 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -999866.500000 Penalty: 894.784546
	Iteration 7F: 3 clusters Score -999866.5 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1000457.062500 Penalty: 894.784546
	Iteration 8F: 3 clusters Score -1000457 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1000645.562500 Penalty: 894.784546
	Iteration 9Q: 3 clusters Score -1000646 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1000727.125000 Penalty: 894.784546
	Iteration 10Q: 3 clusters Score -1000727 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1000780.500000 Penalty: 894.784546
	Iteration 11Q: 3 clusters Score -1000780 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1000832.875000 Penalty: 894.784546
	Iteration 12Q: 3 clusters Score -1000833 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1000893.750000 Penalty: 894.784546
	Iteration 13Q: 3 clusters Score -1000894 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1000945.625000 Penalty: 894.784546
	Iteration 14Q: 3 clusters Score -1000946 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1000994.687500 Penalty: 894.784546
	Iteration 15Q: 3 clusters Score -1000995 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1001044.750000 Penalty: 894.784546
	Iteration 16Q: 3 clusters Score -1001045 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1001094.750000 Penalty: 894.784546
	Iteration 17Q: 3 clusters Score -1001095 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1001147.687500 Penalty: 894.784546
	Iteration 18Q: 3 clusters Score -1001148 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1001195.937500 Penalty: 894.784546
	Iteration 19Q: 3 clusters Score -1001196 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1001237.750000 Penalty: 894.784546
	Iteration 20F: 3 clusters Score -1001238 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1001274.687500 Penalty: 894.784546
	Iteration 21Q: 3 clusters Score -1001275 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1001314.250000 Penalty: 894.784546
	Iteration 22Q: 3 clusters Score -1001314 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1001355.375000 Penalty: 894.784546
	Iteration 23Q: 3 clusters Score -1001355 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1001404.562500 Penalty: 894.784546
	Iteration 24Q: 3 clusters Score -1001405 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1001441.625000 Penalty: 894.784546
	Iteration 25Q: 3 clusters Score -1001442 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1001482.125000 Penalty: 894.784546
	Iteration 26Q: 3 clusters Score -1001482 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1001532.500000 Penalty: 894.784546
	Iteration 27Q: 3 clusters Score -1001532 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1001584.625000 Penalty: 894.784546
	Iteration 28Q: 3 clusters Score -1001585 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1001637.312500 Penalty: 894.784546
	Iteration 29Q: 3 clusters Score -1001637 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1001690.187500 Penalty: 894.784546
	Iteration 30Q: 3 clusters Score -1001690 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1001748.562500 Penalty: 894.784546
	Iteration 31Q: 3 clusters Score -1001749 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1001799.312500 Penalty: 894.784546
	Iteration 32Q: 3 clusters Score -1001799 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1001846.187500 Penalty: 894.784546
	Iteration 33Q: 3 clusters Score -1001846 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1001887.625000 Penalty: 894.784546
	Iteration 34Q: 3 clusters Score -1001888 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -1001925.562500 Penalty: 894.784546
	Iteration 35Q: 3 clusters Score -1001926 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -1001961.187500 Penalty: 894.784546
	Iteration 36Q: 3 clusters Score -1001961 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1002006.375000 Penalty: 894.784546
	Iteration 37Q: 3 clusters Score -1002006 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -1002071.250000 Penalty: 894.784546
	Iteration 38Q: 3 clusters Score -1002071 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -1002130.875000 Penalty: 894.784546
	Iteration 39Q: 3 clusters Score -1002131 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -1002165.875000 Penalty: 894.784546
	Iteration 40F: 3 clusters Score -1002166 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -1002200.437500 Penalty: 894.784546
	Iteration 41Q: 3 clusters Score -1002200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1002229.812500 Penalty: 894.784546
	Iteration 42Q: 3 clusters Score -1002230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1002253.562500 Penalty: 894.784546
	Iteration 43Q: 3 clusters Score -1002254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1002282.937500 Penalty: 894.784546
	Iteration 44Q: 3 clusters Score -1002283 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -1002318.187500 Penalty: 894.784546
	Iteration 45Q: 3 clusters Score -1002318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1002333.312500 Penalty: 894.784546
	Iteration 46Q: 3 clusters Score -1002333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1002356.062500 Penalty: 894.784546
	Iteration 47Q: 3 clusters Score -1002356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1002377.000000 Penalty: 894.784546
	Iteration 48Q: 3 clusters Score -1002377 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1002395.375000 Penalty: 894.784546
	Iteration 49Q: 3 clusters Score -1002395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1002409.000000 Penalty: 894.784546
	Iteration 50Q: 3 clusters Score -1002409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -1002420.437500 Penalty: 894.784546
	Iteration 51Q: 3 clusters Score -1002420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1002432.312500 Penalty: 894.784546
	Iteration 52Q: 3 clusters Score -1002432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1002439.500000 Penalty: 894.784546
	Iteration 53Q: 3 clusters Score -1002440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1002442.500000 Penalty: 894.784546
	Iteration 54Q: 3 clusters Score -1002442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -1002448.625000 Penalty: 894.784546
	Iteration 55Q: 3 clusters Score -1002449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1002453.000000 Penalty: 894.784546
	Iteration 56Q: 3 clusters Score -1002453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1002458.000000 Penalty: 894.784546
	Iteration 57Q: 3 clusters Score -1002458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -1002464.125000 Penalty: 894.784546
	Iteration 58Q: 3 clusters Score -1002464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1002469.312500 Penalty: 894.784546
	Iteration 59Q: 3 clusters Score -1002469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1002475.062500 Penalty: 894.784546
	Iteration 60F: 3 clusters Score -1002475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -1002478.437500 Penalty: 894.784546
	Iteration 61Q: 3 clusters Score -1002478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -1002480.750000 Penalty: 894.784546
	Iteration 62Q: 3 clusters Score -1002481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1002483.562500 Penalty: 894.784546
	Iteration 63Q: 3 clusters Score -1002484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1002485.312500 Penalty: 894.784546
	Iteration 64Q: 3 clusters Score -1002485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1002489.812500 Penalty: 894.784546
	Iteration 65Q: 3 clusters Score -1002490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -1002490.500000 Penalty: 894.784546
	Iteration 66Q: 3 clusters Score -1002490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1002490.937500 Penalty: 894.784546
	Iteration 67Q: 3 clusters Score -1002491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1002491.812500 Penalty: 894.784546
	Iteration 68Q: 3 clusters Score -1002492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1002492.375000 Penalty: 894.784546
	Iteration 69Q: 3 clusters Score -1002492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -1002494.375000 Penalty: 894.784546
	Iteration 70Q: 3 clusters Score -1002494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1002494.500000 Penalty: 894.784546
	Iteration 71Q: 3 clusters Score -1002494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1002493.812500 Penalty: 894.784546
	Iteration 72Q: 3 clusters Score -1002494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -1002494.687500 Penalty: 894.784546
	Iteration 73Q: 3 clusters Score -1002495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -1002497.187500 Penalty: 894.784546
	Iteration 74Q: 3 clusters Score -1002497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1002498.812500 Penalty: 894.784546
	Iteration 75Q: 3 clusters Score -1002499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1002500.000000 Penalty: 894.784546
	Iteration 76Q: 3 clusters Score -1002500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -1002501.875000 Penalty: 894.784546
	Iteration 77Q: 3 clusters Score -1002502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1002504.375000 Penalty: 894.784546
	Iteration 78Q: 3 clusters Score -1002504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1002505.937500 Penalty: 894.784546
	Iteration 79Q: 3 clusters Score -1002506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1002507.312500 Penalty: 894.784546
	Iteration 80F: 3 clusters Score -1002507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -1002511.687500 Penalty: 894.784546
	Iteration 81Q: 3 clusters Score -1002512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -1002514.187500 Penalty: 894.784546
	Iteration 82Q: 3 clusters Score -1002514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -1002514.750000 Penalty: 894.784546
	Iteration 83Q: 3 clusters Score -1002515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1002516.500000 Penalty: 894.784546
	Iteration 84Q: 3 clusters Score -1002516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1002516.500000 Penalty: 894.784546
	Iteration 85F: 3 clusters Score -1002516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -196966.515625 Penalty: 372.761963
	Iteration 0F: 2 clusters Score -196966.5 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 1810 members 
Entering Unmasked Estep 
Score: -194418.859375 Penalty: 745.523926
	Iteration 0F: 3 clusters Score -194418.9 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -195351.453125 Penalty: 745.523926
	Iteration 1F: 3 clusters Score -195351.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -195432.687500 Penalty: 745.523926
	Iteration 2F: 3 clusters Score -195432.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -195484.265625 Penalty: 745.523926
	Iteration 3Q: 3 clusters Score -195484.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -195519.687500 Penalty: 745.523926
	Iteration 4Q: 3 clusters Score -195519.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -195538.171875 Penalty: 745.523926
	Iteration 5Q: 3 clusters Score -195538.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -195555.906250 Penalty: 745.523926
	Iteration 6Q: 3 clusters Score -195555.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -195574.750000 Penalty: 745.523926
	Iteration 7Q: 3 clusters Score -195574.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -195592.218750 Penalty: 745.523926
	Iteration 8Q: 3 clusters Score -195592.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -195613.437500 Penalty: 745.523926
	Iteration 9Q: 3 clusters Score -195613.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -195646.750000 Penalty: 745.523926
	Iteration 10Q: 3 clusters Score -195646.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -195687.625000 Penalty: 745.523926
	Iteration 11Q: 3 clusters Score -195687.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -195739.750000 Penalty: 745.523926
	Iteration 12Q: 3 clusters Score -195739.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -195810.031250 Penalty: 745.523926
	Iteration 13Q: 3 clusters Score -195810 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -195905.093750 Penalty: 745.523926
	Iteration 14Q: 3 clusters Score -195905.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -196001.390625 Penalty: 745.523926
	Iteration 15Q: 3 clusters Score -196001.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -196100.453125 Penalty: 745.523926
	Iteration 16Q: 3 clusters Score -196100.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -196195.359375 Penalty: 745.523926
	Iteration 17Q: 3 clusters Score -196195.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -196294.109375 Penalty: 745.523926
	Iteration 18Q: 3 clusters Score -196294.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -196374.703125 Penalty: 745.523926
	Iteration 19Q: 3 clusters Score -196374.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -196451.140625 Penalty: 745.523926
	Iteration 20F: 3 clusters Score -196451.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -196514.093750 Penalty: 745.523926
	Iteration 21Q: 3 clusters Score -196514.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -196561.718750 Penalty: 745.523926
	Iteration 22Q: 3 clusters Score -196561.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -196578.828125 Penalty: 745.523926
	Iteration 23Q: 3 clusters Score -196578.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -196589.140625 Penalty: 745.523926
	Iteration 24Q: 3 clusters Score -196589.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -196600.812500 Penalty: 745.523926
	Iteration 25Q: 3 clusters Score -196600.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -196605.171875 Penalty: 745.523926
	Iteration 26Q: 3 clusters Score -196605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -196607.421875 Penalty: 745.523926
	Iteration 27Q: 3 clusters Score -196607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -196612.078125 Penalty: 745.523926
	Iteration 28Q: 3 clusters Score -196612.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -196617.859375 Penalty: 745.523926
	Iteration 29Q: 3 clusters Score -196617.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -196619.437500 Penalty: 745.523926
	Iteration 30Q: 3 clusters Score -196619.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -196621.609375 Penalty: 745.523926
	Iteration 31Q: 3 clusters Score -196621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -196622.812500 Penalty: 745.523926
	Iteration 32Q: 3 clusters Score -196622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -196627.812500 Penalty: 745.523926
	Iteration 33Q: 3 clusters Score -196627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -196631.093750 Penalty: 745.523926
	Iteration 34Q: 3 clusters Score -196631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -196633.078125 Penalty: 745.523926
	Iteration 35Q: 3 clusters Score -196633.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -196634.718750 Penalty: 745.523926
	Iteration 36Q: 3 clusters Score -196634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -196636.046875 Penalty: 745.523926
	Iteration 37Q: 3 clusters Score -196636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -196638.125000 Penalty: 745.523926
	Iteration 38Q: 3 clusters Score -196638.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -196640.140625 Penalty: 745.523926
	Iteration 39Q: 3 clusters Score -196640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -196640.718750 Penalty: 745.523926
	Iteration 40F: 3 clusters Score -196640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -196642.953125 Penalty: 745.523926
	Iteration 41Q: 3 clusters Score -196643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -196644.343750 Penalty: 745.523926
	Iteration 42Q: 3 clusters Score -196644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -196644.843750 Penalty: 745.523926
	Iteration 43Q: 3 clusters Score -196644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -196644.843750 Penalty: 745.523926
	Iteration 44F: 3 clusters Score -196644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Entering Unmasked Estep 
Score: -1109152.875000 Penalty: 451.366730
	Iteration 0F: 2 clusters Score -1109153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1095653.625000 Penalty: 902.733459
	Iteration 0F: 3 clusters Score -1095654 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1101382.125000 Penalty: 902.733459
	Iteration 1F: 3 clusters Score -1101382 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1101680.250000 Penalty: 902.733459
	Iteration 2Q: 3 clusters Score -1101680 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1102040.000000 Penalty: 902.733459
	Iteration 3Q: 3 clusters Score -1102040 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1102571.500000 Penalty: 902.733459
	Iteration 4F: 3 clusters Score -1102572 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1103328.750000 Penalty: 902.733459
	Iteration 5F: 3 clusters Score -1103329 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1104341.125000 Penalty: 902.733459
	Iteration 6F: 3 clusters Score -1104341 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1105509.750000 Penalty: 902.733459
	Iteration 7F: 3 clusters Score -1105510 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1106689.750000 Penalty: 902.733459
	Iteration 8F: 3 clusters Score -1106690 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1107814.750000 Penalty: 902.733459
	Iteration 9Q: 3 clusters Score -1107815 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1108463.375000 Penalty: 902.733459
	Iteration 10Q: 3 clusters Score -1108463 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1108687.125000 Penalty: 902.733459
	Iteration 11Q: 3 clusters Score -1108687 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1108812.500000 Penalty: 902.733459
	Iteration 12Q: 3 clusters Score -1108812 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1108875.625000 Penalty: 902.733459
	Iteration 13Q: 3 clusters Score -1108876 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1108913.625000 Penalty: 902.733459
	Iteration 14Q: 3 clusters Score -1108914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1108943.000000 Penalty: 902.733459
	Iteration 15Q: 3 clusters Score -1108943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1108960.125000 Penalty: 902.733459
	Iteration 16Q: 3 clusters Score -1108960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1108976.875000 Penalty: 902.733459
	Iteration 17Q: 3 clusters Score -1108977 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1108981.125000 Penalty: 902.733459
	Iteration 18Q: 3 clusters Score -1108981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1108988.625000 Penalty: 902.733459
	Iteration 19Q: 3 clusters Score -1108989 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1108993.250000 Penalty: 902.733459
	Iteration 20F: 3 clusters Score -1108993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1108996.125000 Penalty: 902.733459
	Iteration 21Q: 3 clusters Score -1108996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1109002.125000 Penalty: 902.733459
	Iteration 22Q: 3 clusters Score -1109002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1109004.750000 Penalty: 902.733459
	Iteration 23Q: 3 clusters Score -1109005 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1109008.000000 Penalty: 902.733459
	Iteration 24Q: 3 clusters Score -1109008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1109008.125000 Penalty: 902.733459
	Iteration 25Q: 3 clusters Score -1109008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1109006.500000 Penalty: 902.733459
	Iteration 26Q: 3 clusters Score -1109006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1109011.000000 Penalty: 902.733459
	Iteration 27Q: 3 clusters Score -1109011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1109008.625000 Penalty: 902.733459
	Iteration 28Q: 3 clusters Score -1109009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1109007.625000 Penalty: 902.733459
	Iteration 29Q: 3 clusters Score -1109008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1109008.000000 Penalty: 902.733459
	Iteration 30Q: 3 clusters Score -1109008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1109008.875000 Penalty: 902.733459
	Iteration 31Q: 3 clusters Score -1109009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1109008.750000 Penalty: 902.733459
	Iteration 32Q: 3 clusters Score -1109009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1109009.375000 Penalty: 902.733459
	Iteration 33Q: 3 clusters Score -1109009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1109011.875000 Penalty: 902.733459
	Iteration 34Q: 3 clusters Score -1109012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1109012.500000 Penalty: 902.733459
	Iteration 35Q: 3 clusters Score -1109012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1109012.750000 Penalty: 902.733459
	Iteration 36Q: 3 clusters Score -1109013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1109014.125000 Penalty: 902.733459
	Iteration 37Q: 3 clusters Score -1109014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1109015.125000 Penalty: 902.733459
	Iteration 38Q: 3 clusters Score -1109015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1109014.500000 Penalty: 902.733459
	Iteration 39Q: 3 clusters Score -1109014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1109016.250000 Penalty: 902.733459
	Iteration 40F: 3 clusters Score -1109016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1109015.000000 Penalty: 902.733459
	Iteration 41Q: 3 clusters Score -1109015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1109015.750000 Penalty: 902.733459
	Iteration 42Q: 3 clusters Score -1109016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1109017.000000 Penalty: 902.733459
	Iteration 43Q: 3 clusters Score -1109017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1109016.125000 Penalty: 902.733459
	Iteration 44Q: 3 clusters Score -1109016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1109016.625000 Penalty: 902.733459
	Iteration 45Q: 3 clusters Score -1109017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1109015.875000 Penalty: 902.733459
	Iteration 46Q: 3 clusters Score -1109016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1109015.000000 Penalty: 902.733459
	Iteration 47Q: 3 clusters Score -1109015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1109015.625000 Penalty: 902.733459
	Iteration 48Q: 3 clusters Score -1109016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1109016.000000 Penalty: 902.733459
	Iteration 49Q: 3 clusters Score -1109016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1109015.875000 Penalty: 902.733459
	Iteration 50Q: 3 clusters Score -1109016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1109015.875000 Penalty: 902.733459
	Iteration 51F: 3 clusters Score -1109016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Entering Unmasked Estep 
Score: -267740.000000 Penalty: 389.778259
	Iteration 0F: 2 clusters Score -267740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -264165.750000 Penalty: 779.556519
	Iteration 0F: 3 clusters Score -264165.8 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -265584.375000 Penalty: 779.556519
	Iteration 1F: 3 clusters Score -265584.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -265817.031250 Penalty: 779.556519
	Iteration 2F: 3 clusters Score -265817 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -266046.218750 Penalty: 779.556519
	Iteration 3F: 3 clusters Score -266046.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -266302.281250 Penalty: 779.556519
	Iteration 4F: 3 clusters Score -266302.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -266603.437500 Penalty: 779.556519
	Iteration 5F: 3 clusters Score -266603.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -266860.062500 Penalty: 779.556519
	Iteration 6F: 3 clusters Score -266860.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -267034.250000 Penalty: 779.556519
	Iteration 7Q: 3 clusters Score -267034.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -267130.218750 Penalty: 779.556519
	Iteration 8Q: 3 clusters Score -267130.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -267167.875000 Penalty: 779.556519
	Iteration 9Q: 3 clusters Score -267167.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -267184.906250 Penalty: 779.556519
	Iteration 10Q: 3 clusters Score -267184.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -267198.718750 Penalty: 779.556519
	Iteration 11Q: 3 clusters Score -267198.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -267208.500000 Penalty: 779.556519
	Iteration 12Q: 3 clusters Score -267208.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -267215.375000 Penalty: 779.556519
	Iteration 13Q: 3 clusters Score -267215.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -267222.468750 Penalty: 779.556519
	Iteration 14Q: 3 clusters Score -267222.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -267230.781250 Penalty: 779.556519
	Iteration 15Q: 3 clusters Score -267230.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -267237.625000 Penalty: 779.556519
	Iteration 16Q: 3 clusters Score -267237.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -267242.937500 Penalty: 779.556519
	Iteration 17Q: 3 clusters Score -267242.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -267247.843750 Penalty: 779.556519
	Iteration 18Q: 3 clusters Score -267247.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -267250.156250 Penalty: 779.556519
	Iteration 19Q: 3 clusters Score -267250.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -267253.125000 Penalty: 779.556519
	Iteration 20F: 3 clusters Score -267253.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -267257.312500 Penalty: 779.556519
	Iteration 21Q: 3 clusters Score -267257.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -267260.718750 Penalty: 779.556519
	Iteration 22Q: 3 clusters Score -267260.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -267263.468750 Penalty: 779.556519
	Iteration 23Q: 3 clusters Score -267263.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -267266.468750 Penalty: 779.556519
	Iteration 24Q: 3 clusters Score -267266.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -267268.187500 Penalty: 779.556519
	Iteration 25Q: 3 clusters Score -267268.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -267269.343750 Penalty: 779.556519
	Iteration 26Q: 3 clusters Score -267269.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -267270.312500 Penalty: 779.556519
	Iteration 27Q: 3 clusters Score -267270.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -267270.656250 Penalty: 779.556519
	Iteration 28Q: 3 clusters Score -267270.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -267271.500000 Penalty: 779.556519
	Iteration 29Q: 3 clusters Score -267271.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -267272.031250 Penalty: 779.556519
	Iteration 30Q: 3 clusters Score -267272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -267272.875000 Penalty: 779.556519
	Iteration 31Q: 3 clusters Score -267272.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -267274.843750 Penalty: 779.556519
	Iteration 32Q: 3 clusters Score -267274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -267275.281250 Penalty: 779.556519
	Iteration 33Q: 3 clusters Score -267275.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -267275.937500 Penalty: 779.556519
	Iteration 34Q: 3 clusters Score -267275.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -267277.593750 Penalty: 779.556519
	Iteration 35Q: 3 clusters Score -267277.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -267281.187500 Penalty: 779.556519
	Iteration 36Q: 3 clusters Score -267281.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -267289.031250 Penalty: 779.556519
	Iteration 37Q: 3 clusters Score -267289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -267298.843750 Penalty: 779.556519
	Iteration 38Q: 3 clusters Score -267298.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -267304.937500 Penalty: 779.556519
	Iteration 39Q: 3 clusters Score -267304.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -267311.531250 Penalty: 779.556519
	Iteration 40F: 3 clusters Score -267311.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -267315.562500 Penalty: 779.556519
	Iteration 41Q: 3 clusters Score -267315.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -267320.968750 Penalty: 779.556519
	Iteration 42Q: 3 clusters Score -267321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -267326.500000 Penalty: 779.556519
	Iteration 43Q: 3 clusters Score -267326.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -267330.781250 Penalty: 779.556519
	Iteration 44Q: 3 clusters Score -267330.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -267335.875000 Penalty: 779.556519
	Iteration 45Q: 3 clusters Score -267335.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -267342.375000 Penalty: 779.556519
	Iteration 46Q: 3 clusters Score -267342.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -267349.812500 Penalty: 779.556519
	Iteration 47Q: 3 clusters Score -267349.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -267358.031250 Penalty: 779.556519
	Iteration 48Q: 3 clusters Score -267358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -267363.875000 Penalty: 779.556519
	Iteration 49Q: 3 clusters Score -267363.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -267373.906250 Penalty: 779.556519
	Iteration 50Q: 3 clusters Score -267373.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -267381.375000 Penalty: 779.556519
	Iteration 51Q: 3 clusters Score -267381.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -267387.906250 Penalty: 779.556519
	Iteration 52Q: 3 clusters Score -267387.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -267394.125000 Penalty: 779.556519
	Iteration 53Q: 3 clusters Score -267394.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -267399.406250 Penalty: 779.556519
	Iteration 54Q: 3 clusters Score -267399.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -267401.562500 Penalty: 779.556519
	Iteration 55Q: 3 clusters Score -267401.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -267405.156250 Penalty: 779.556519
	Iteration 56Q: 3 clusters Score -267405.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -267406.750000 Penalty: 779.556519
	Iteration 57Q: 3 clusters Score -267406.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -267408.875000 Penalty: 779.556519
	Iteration 58Q: 3 clusters Score -267408.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -267411.468750 Penalty: 779.556519
	Iteration 59Q: 3 clusters Score -267411.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -267415.031250 Penalty: 779.556519
	Iteration 60F: 3 clusters Score -267415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -267417.062500 Penalty: 779.556519
	Iteration 61Q: 3 clusters Score -267417.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -267420.250000 Penalty: 779.556519
	Iteration 62Q: 3 clusters Score -267420.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -267424.031250 Penalty: 779.556519
	Iteration 63Q: 3 clusters Score -267424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -267425.406250 Penalty: 779.556519
	Iteration 64Q: 3 clusters Score -267425.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -267427.718750 Penalty: 779.556519
	Iteration 65Q: 3 clusters Score -267427.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -267429.406250 Penalty: 779.556519
	Iteration 66Q: 3 clusters Score -267429.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -267431.468750 Penalty: 779.556519
	Iteration 67Q: 3 clusters Score -267431.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -267433.500000 Penalty: 779.556519
	Iteration 68Q: 3 clusters Score -267433.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -267435.312500 Penalty: 779.556519
	Iteration 69Q: 3 clusters Score -267435.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -267437.125000 Penalty: 779.556519
	Iteration 70Q: 3 clusters Score -267437.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -267438.312500 Penalty: 779.556519
	Iteration 71Q: 3 clusters Score -267438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -267438.750000 Penalty: 779.556519
	Iteration 72Q: 3 clusters Score -267438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -267439.250000 Penalty: 779.556519
	Iteration 73Q: 3 clusters Score -267439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -267439.343750 Penalty: 779.556519
	Iteration 74Q: 3 clusters Score -267439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -267439.343750 Penalty: 779.556519
	Iteration 75F: 3 clusters Score -267439.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Entering Unmasked Estep 
Score: -437428.156250 Penalty: 410.361694
	Iteration 0F: 2 clusters Score -437428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -431875.937500 Penalty: 820.723389
	Iteration 0F: 3 clusters Score -431875.9 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -434020.406250 Penalty: 820.723389
	Iteration 1F: 3 clusters Score -434020.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -434167.343750 Penalty: 820.723389
	Iteration 2Q: 3 clusters Score -434167.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -434343.656250 Penalty: 820.723389
	Iteration 3Q: 3 clusters Score -434343.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -434579.343750 Penalty: 820.723389
	Iteration 4Q: 3 clusters Score -434579.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -434871.406250 Penalty: 820.723389
	Iteration 5F: 3 clusters Score -434871.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -435270.656250 Penalty: 820.723389
	Iteration 6F: 3 clusters Score -435270.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -435666.156250 Penalty: 820.723389
	Iteration 7F: 3 clusters Score -435666.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -435975.281250 Penalty: 820.723389
	Iteration 8F: 3 clusters Score -435975.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -436165.781250 Penalty: 820.723389
	Iteration 9Q: 3 clusters Score -436165.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -436263.781250 Penalty: 820.723389
	Iteration 10Q: 3 clusters Score -436263.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -436325.031250 Penalty: 820.723389
	Iteration 11Q: 3 clusters Score -436325 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -436395.250000 Penalty: 820.723389
	Iteration 12Q: 3 clusters Score -436395.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -436442.187500 Penalty: 820.723389
	Iteration 13Q: 3 clusters Score -436442.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -436480.968750 Penalty: 820.723389
	Iteration 14Q: 3 clusters Score -436481 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -436514.718750 Penalty: 820.723389
	Iteration 15Q: 3 clusters Score -436514.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -436538.625000 Penalty: 820.723389
	Iteration 16Q: 3 clusters Score -436538.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -436572.406250 Penalty: 820.723389
	Iteration 17Q: 3 clusters Score -436572.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -436597.062500 Penalty: 820.723389
	Iteration 18Q: 3 clusters Score -436597.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -436614.968750 Penalty: 820.723389
	Iteration 19Q: 3 clusters Score -436615 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -436630.343750 Penalty: 820.723389
	Iteration 20F: 3 clusters Score -436630.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -436645.593750 Penalty: 820.723389
	Iteration 21Q: 3 clusters Score -436645.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -436661.093750 Penalty: 820.723389
	Iteration 22Q: 3 clusters Score -436661.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -436679.312500 Penalty: 820.723389
	Iteration 23Q: 3 clusters Score -436679.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -436702.281250 Penalty: 820.723389
	Iteration 24Q: 3 clusters Score -436702.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -436729.687500 Penalty: 820.723389
	Iteration 25Q: 3 clusters Score -436729.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -436760.625000 Penalty: 820.723389
	Iteration 26Q: 3 clusters Score -436760.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -436788.687500 Penalty: 820.723389
	Iteration 27Q: 3 clusters Score -436788.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -436819.531250 Penalty: 820.723389
	Iteration 28Q: 3 clusters Score -436819.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -436846.781250 Penalty: 820.723389
	Iteration 29Q: 3 clusters Score -436846.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -436872.937500 Penalty: 820.723389
	Iteration 30Q: 3 clusters Score -436872.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -436897.812500 Penalty: 820.723389
	Iteration 31Q: 3 clusters Score -436897.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -436918.031250 Penalty: 820.723389
	Iteration 32Q: 3 clusters Score -436918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -436937.843750 Penalty: 820.723389
	Iteration 33Q: 3 clusters Score -436937.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -436958.187500 Penalty: 820.723389
	Iteration 34Q: 3 clusters Score -436958.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -436968.781250 Penalty: 820.723389
	Iteration 35Q: 3 clusters Score -436968.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -436977.968750 Penalty: 820.723389
	Iteration 36Q: 3 clusters Score -436978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -436990.718750 Penalty: 820.723389
	Iteration 37Q: 3 clusters Score -436990.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -437002.625000 Penalty: 820.723389
	Iteration 38Q: 3 clusters Score -437002.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -437012.406250 Penalty: 820.723389
	Iteration 39Q: 3 clusters Score -437012.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -437017.781250 Penalty: 820.723389
	Iteration 40F: 3 clusters Score -437017.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -437030.468750 Penalty: 820.723389
	Iteration 41Q: 3 clusters Score -437030.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -437040.718750 Penalty: 820.723389
	Iteration 42Q: 3 clusters Score -437040.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -437046.218750 Penalty: 820.723389
	Iteration 43Q: 3 clusters Score -437046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -437051.625000 Penalty: 820.723389
	Iteration 44Q: 3 clusters Score -437051.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -437058.906250 Penalty: 820.723389
	Iteration 45Q: 3 clusters Score -437058.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -437062.750000 Penalty: 820.723389
	Iteration 46Q: 3 clusters Score -437062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -437066.593750 Penalty: 820.723389
	Iteration 47Q: 3 clusters Score -437066.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -437068.375000 Penalty: 820.723389
	Iteration 48Q: 3 clusters Score -437068.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -437071.000000 Penalty: 820.723389
	Iteration 49Q: 3 clusters Score -437071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -437076.531250 Penalty: 820.723389
	Iteration 50Q: 3 clusters Score -437076.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -437079.031250 Penalty: 820.723389
	Iteration 51Q: 3 clusters Score -437079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -437083.187500 Penalty: 820.723389
	Iteration 52Q: 3 clusters Score -437083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -437087.468750 Penalty: 820.723389
	Iteration 53Q: 3 clusters Score -437087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -437091.406250 Penalty: 820.723389
	Iteration 54Q: 3 clusters Score -437091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -437095.062500 Penalty: 820.723389
	Iteration 55Q: 3 clusters Score -437095.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -437106.625000 Penalty: 820.723389
	Iteration 56Q: 3 clusters Score -437106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -437112.312500 Penalty: 820.723389
	Iteration 57Q: 3 clusters Score -437112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -437116.625000 Penalty: 820.723389
	Iteration 58Q: 3 clusters Score -437116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -437123.062500 Penalty: 820.723389
	Iteration 59Q: 3 clusters Score -437123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -437123.281250 Penalty: 820.723389
	Iteration 60F: 3 clusters Score -437123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -437124.531250 Penalty: 820.723389
	Iteration 61Q: 3 clusters Score -437124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -437126.312500 Penalty: 820.723389
	Iteration 62Q: 3 clusters Score -437126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -437127.125000 Penalty: 820.723389
	Iteration 63Q: 3 clusters Score -437127.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -437127.656250 Penalty: 820.723389
	Iteration 64Q: 3 clusters Score -437127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -437127.656250 Penalty: 820.723389
	Iteration 65F: 3 clusters Score -437127.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Entering Unmasked Estep 
Score: -1330576.250000 Penalty: 459.818359
	Iteration 0F: 2 clusters Score -1330576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1314364.500000 Penalty: 919.636719
	Iteration 0F: 3 clusters Score -1314364 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1321549.000000 Penalty: 919.636719
	Iteration 1F: 3 clusters Score -1321549 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1322103.375000 Penalty: 919.636719
	Iteration 2Q: 3 clusters Score -1322103 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1322977.625000 Penalty: 919.636719
	Iteration 3F: 3 clusters Score -1322978 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1324349.625000 Penalty: 919.636719
	Iteration 4F: 3 clusters Score -1324350 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1325893.750000 Penalty: 919.636719
	Iteration 5F: 3 clusters Score -1325894 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1326817.375000 Penalty: 919.636719
	Iteration 6F: 3 clusters Score -1326817 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1327138.750000 Penalty: 919.636719
	Iteration 7Q: 3 clusters Score -1327139 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1327264.375000 Penalty: 919.636719
	Iteration 8Q: 3 clusters Score -1327264 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1327359.750000 Penalty: 919.636719
	Iteration 9Q: 3 clusters Score -1327360 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1327454.625000 Penalty: 919.636719
	Iteration 10Q: 3 clusters Score -1327455 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1327552.875000 Penalty: 919.636719
	Iteration 11Q: 3 clusters Score -1327553 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1327656.500000 Penalty: 919.636719
	Iteration 12Q: 3 clusters Score -1327656 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1327739.500000 Penalty: 919.636719
	Iteration 13Q: 3 clusters Score -1327740 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1327837.125000 Penalty: 919.636719
	Iteration 14Q: 3 clusters Score -1327837 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1327918.375000 Penalty: 919.636719
	Iteration 15Q: 3 clusters Score -1327918 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1327974.250000 Penalty: 919.636719
	Iteration 16Q: 3 clusters Score -1327974 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1328025.375000 Penalty: 919.636719
	Iteration 17Q: 3 clusters Score -1328025 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1328062.750000 Penalty: 919.636719
	Iteration 18Q: 3 clusters Score -1328063 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1328107.375000 Penalty: 919.636719
	Iteration 19Q: 3 clusters Score -1328107 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1328128.500000 Penalty: 919.636719
	Iteration 20F: 3 clusters Score -1328128 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1328148.375000 Penalty: 919.636719
	Iteration 21Q: 3 clusters Score -1328148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1328167.750000 Penalty: 919.636719
	Iteration 22Q: 3 clusters Score -1328168 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1328193.375000 Penalty: 919.636719
	Iteration 23Q: 3 clusters Score -1328193 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1328212.500000 Penalty: 919.636719
	Iteration 24Q: 3 clusters Score -1328212 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1328237.750000 Penalty: 919.636719
	Iteration 25Q: 3 clusters Score -1328238 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1328249.000000 Penalty: 919.636719
	Iteration 26Q: 3 clusters Score -1328249 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1328265.750000 Penalty: 919.636719
	Iteration 27Q: 3 clusters Score -1328266 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1328285.875000 Penalty: 919.636719
	Iteration 28Q: 3 clusters Score -1328286 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1328320.000000 Penalty: 919.636719
	Iteration 29Q: 3 clusters Score -1328320 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1328345.500000 Penalty: 919.636719
	Iteration 30Q: 3 clusters Score -1328346 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1328372.375000 Penalty: 919.636719
	Iteration 31Q: 3 clusters Score -1328372 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1328399.750000 Penalty: 919.636719
	Iteration 32Q: 3 clusters Score -1328400 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1328424.125000 Penalty: 919.636719
	Iteration 33Q: 3 clusters Score -1328424 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1328446.500000 Penalty: 919.636719
	Iteration 34Q: 3 clusters Score -1328446 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1328463.750000 Penalty: 919.636719
	Iteration 35Q: 3 clusters Score -1328464 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1328481.625000 Penalty: 919.636719
	Iteration 36Q: 3 clusters Score -1328482 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1328514.250000 Penalty: 919.636719
	Iteration 37Q: 3 clusters Score -1328514 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1328532.750000 Penalty: 919.636719
	Iteration 38Q: 3 clusters Score -1328533 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1328548.500000 Penalty: 919.636719
	Iteration 39Q: 3 clusters Score -1328548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1328564.375000 Penalty: 919.636719
	Iteration 40F: 3 clusters Score -1328564 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1328582.625000 Penalty: 919.636719
	Iteration 41Q: 3 clusters Score -1328583 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1328606.875000 Penalty: 919.636719
	Iteration 42Q: 3 clusters Score -1328607 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1328627.250000 Penalty: 919.636719
	Iteration 43Q: 3 clusters Score -1328627 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1328643.125000 Penalty: 919.636719
	Iteration 44Q: 3 clusters Score -1328643 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1328674.375000 Penalty: 919.636719
	Iteration 45Q: 3 clusters Score -1328674 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1328701.250000 Penalty: 919.636719
	Iteration 46Q: 3 clusters Score -1328701 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1328722.500000 Penalty: 919.636719
	Iteration 47Q: 3 clusters Score -1328722 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1328745.500000 Penalty: 919.636719
	Iteration 48Q: 3 clusters Score -1328746 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1328761.500000 Penalty: 919.636719
	Iteration 49Q: 3 clusters Score -1328762 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1328782.250000 Penalty: 919.636719
	Iteration 50Q: 3 clusters Score -1328782 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1328808.875000 Penalty: 919.636719
	Iteration 51Q: 3 clusters Score -1328809 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
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Mstep: Class 1 contains 18435 members 
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Mstep: Class 1 contains 18597 members 
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Mstep: Class 1 contains 18945 members 
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Mstep: Class 2 contains 5340 members 
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Mstep: Class 1 contains 19360 members 
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Mstep: Class 1 contains 19574 members 
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Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 4718 members 
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Mstep: Class 1 contains 19964 members 
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Mstep: Class 1 contains 20158 members 
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Mstep: Class 1 contains 20340 members 
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Mstep: Class 1 contains 20514 members 
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Mstep: Class 1 contains 20669 members 
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Mstep: Class 1 contains 20827 members 
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Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 3502 members 
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Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 3336 members 
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Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 3175 members 
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Mstep: Class 1 contains 21463 members 
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Mstep: Class 1 contains 21609 members 
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Mstep: Class 1 contains 21752 members 
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Mstep: Class 1 contains 21880 members 
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Mstep: Class 1 contains 22636 members 
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Mstep: Class 1 contains 22717 members 
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Mstep: Class 1 contains 22860 members 
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Mstep: Class 1 contains 22994 members 
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Mstep: Class 1 contains 23045 members 
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Mstep: Class 1 contains 23098 members 
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	Iteration 91Q: 3 clusters Score -1330026 nChanged 52
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Mstep: Class 1 contains 23150 members 
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	Iteration 92Q: 3 clusters Score -1330031 nChanged 39
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Mstep: Class 1 contains 23189 members 
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	Iteration 93Q: 3 clusters Score -1330045 nChanged 35
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Mstep: Class 1 contains 23224 members 
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	Iteration 94Q: 3 clusters Score -1330054 nChanged 34
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Mstep: Class 1 contains 23258 members 
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	Iteration 95Q: 3 clusters Score -1330060 nChanged 31
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Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 1200 members 
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	Iteration 96Q: 3 clusters Score -1330062 nChanged 27
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Mstep: Class 1 contains 23310 members 
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	Iteration 97Q: 3 clusters Score -1330070 nChanged 22
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Mstep: Class 1 contains 23332 members 
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	Iteration 98Q: 3 clusters Score -1330070 nChanged 18
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Mstep: Class 1 contains 23348 members 
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Mstep: Class 1 contains 23368 members 
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	Iteration 100F: 3 clusters Score -1330082 nChanged 17
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Mstep: Class 1 contains 23385 members 
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	Iteration 101Q: 3 clusters Score -1330082 nChanged 13
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Mstep: Class 1 contains 23398 members 
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	Iteration 102Q: 3 clusters Score -1330083 nChanged 22
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Mstep: Class 1 contains 23420 members 
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	Iteration 103Q: 3 clusters Score -1330086 nChanged 21
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	Iteration 104Q: 3 clusters Score -1330094 nChanged 16
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	Iteration 105Q: 3 clusters Score -1330098 nChanged 21
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	Iteration 106Q: 3 clusters Score -1330102 nChanged 23
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Mstep: Class 1 contains 23497 members 
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	Iteration 107Q: 3 clusters Score -1330104 nChanged 24
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	Iteration 108Q: 3 clusters Score -1330111 nChanged 20
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	Iteration 109Q: 3 clusters Score -1330121 nChanged 22
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	Iteration 110Q: 3 clusters Score -1330129 nChanged 19
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	Iteration 111Q: 3 clusters Score -1330137 nChanged 19
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	Iteration 112Q: 3 clusters Score -1330143 nChanged 26
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	Iteration 113Q: 3 clusters Score -1330152 nChanged 30
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	Iteration 114Q: 3 clusters Score -1330160 nChanged 25
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Mstep: Class 1 contains 23636 members 
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	Iteration 115Q: 3 clusters Score -1330162 nChanged 20
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	Iteration 116Q: 3 clusters Score -1330168 nChanged 17
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	Iteration 117Q: 3 clusters Score -1330174 nChanged 25
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	Iteration 118Q: 3 clusters Score -1330188 nChanged 31
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Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 776 members 
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	Iteration 119Q: 3 clusters Score -1330200 nChanged 31
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Mstep: Class 1 contains 23734 members 
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	Iteration 120F: 3 clusters Score -1330215 nChanged 34
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	Iteration 121Q: 3 clusters Score -1330230 nChanged 35
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Mstep: Class 2 contains 702 members 
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	Iteration 122Q: 3 clusters Score -1330238 nChanged 31
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	Iteration 123Q: 3 clusters Score -1330246 nChanged 24
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	Iteration 124Q: 3 clusters Score -1330254 nChanged 30
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	Iteration 125Q: 3 clusters Score -1330267 nChanged 20
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	Iteration 126Q: 3 clusters Score -1330272 nChanged 19
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	Iteration 127Q: 3 clusters Score -1330275 nChanged 18
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	Iteration 128Q: 3 clusters Score -1330282 nChanged 19
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	Iteration 129Q: 3 clusters Score -1330287 nChanged 10
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	Iteration 130Q: 3 clusters Score -1330290 nChanged 9
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	Iteration 131Q: 3 clusters Score -1330293 nChanged 7
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	Iteration 132Q: 3 clusters Score -1330292 nChanged 5
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	Iteration 133Q: 3 clusters Score -1330292 nChanged 7
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	Iteration 134Q: 3 clusters Score -1330291 nChanged 7
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	Iteration 135Q: 3 clusters Score -1330291 nChanged 3
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	Iteration 136Q: 3 clusters Score -1330292 nChanged 1
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	Iteration 137Q: 3 clusters Score -1330292 nChanged 1
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	Iteration 138Q: 3 clusters Score -1330294 nChanged 1
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	Iteration 139Q: 3 clusters Score -1330294 nChanged 1
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	Iteration 140F: 3 clusters Score -1330294 nChanged 1
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	Iteration 141Q: 3 clusters Score -1330294 nChanged 1
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	Iteration 142Q: 3 clusters Score -1330295 nChanged 1
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	Iteration 143Q: 3 clusters Score -1330296 nChanged 2
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	Iteration 144Q: 3 clusters Score -1330296 nChanged 2
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Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1330295.000000 Penalty: 919.636719
	Iteration 145Q: 3 clusters Score -1330295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1330296.000000 Penalty: 919.636719
	Iteration 146Q: 3 clusters Score -1330296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1330297.375000 Penalty: 919.636719
	Iteration 147Q: 3 clusters Score -1330297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1330296.625000 Penalty: 919.636719
	Iteration 148Q: 3 clusters Score -1330297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1330299.250000 Penalty: 919.636719
	Iteration 149Q: 3 clusters Score -1330299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1330298.500000 Penalty: 919.636719
	Iteration 150Q: 3 clusters Score -1330298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1330300.875000 Penalty: 919.636719
	Iteration 151Q: 3 clusters Score -1330301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1330300.750000 Penalty: 919.636719
	Iteration 152Q: 3 clusters Score -1330301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1330303.875000 Penalty: 919.636719
	Iteration 153Q: 3 clusters Score -1330304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1330305.500000 Penalty: 919.636719
	Iteration 154Q: 3 clusters Score -1330306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1330305.750000 Penalty: 919.636719
	Iteration 155Q: 3 clusters Score -1330306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1330306.375000 Penalty: 919.636719
	Iteration 156Q: 3 clusters Score -1330306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1330306.750000 Penalty: 919.636719
	Iteration 157Q: 3 clusters Score -1330307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1330307.750000 Penalty: 919.636719
	Iteration 158Q: 3 clusters Score -1330308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1330306.875000 Penalty: 919.636719
	Iteration 159Q: 3 clusters Score -1330307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1330306.875000 Penalty: 919.636719
	Iteration 160F: 3 clusters Score -1330307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (85372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Entering Unmasked Estep 
Score: -4706861.000000 Penalty: 516.642212
	Iteration 0F: 2 clusters Score -4706861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -4649874.500000 Penalty: 1033.284424
	Iteration 0F: 3 clusters Score -4649874 nChanged 41732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -4675416.500000 Penalty: 1033.284424
	Iteration 1F: 3 clusters Score -4675416 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -4676423.000000 Penalty: 1033.284424
	Iteration 2Q: 3 clusters Score -4676423 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -4678097.500000 Penalty: 1033.284424
	Iteration 3Q: 3 clusters Score -4678098 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -4680895.000000 Penalty: 1033.284424
	Iteration 4F: 3 clusters Score -4680895 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -4685224.500000 Penalty: 1033.284424
	Iteration 5F: 3 clusters Score -4685224 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -4690852.500000 Penalty: 1033.284424
	Iteration 6F: 3 clusters Score -4690852 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -4695743.500000 Penalty: 1033.284424
	Iteration 7F: 3 clusters Score -4695744 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -4698550.000000 Penalty: 1033.284424
	Iteration 8Q: 3 clusters Score -4698550 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -4699988.500000 Penalty: 1033.284424
	Iteration 9Q: 3 clusters Score -4699988 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -4700973.000000 Penalty: 1033.284424
	Iteration 10Q: 3 clusters Score -4700973 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 69075 members 
Entering Unmasked Estep 
Score: -4701776.500000 Penalty: 1033.284424
	Iteration 11Q: 3 clusters Score -4701776 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -4702519.500000 Penalty: 1033.284424
	Iteration 12Q: 3 clusters Score -4702520 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -4703146.000000 Penalty: 1033.284424
	Iteration 13Q: 3 clusters Score -4703146 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -4703684.500000 Penalty: 1033.284424
	Iteration 14Q: 3 clusters Score -4703684 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -4704195.000000 Penalty: 1033.284424
	Iteration 15Q: 3 clusters Score -4704195 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
Score: -4704644.000000 Penalty: 1033.284424
	Iteration 16Q: 3 clusters Score -4704644 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -4705004.000000 Penalty: 1033.284424
	Iteration 17Q: 3 clusters Score -4705004 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -4705197.500000 Penalty: 1033.284424
	Iteration 18Q: 3 clusters Score -4705198 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -4705356.000000 Penalty: 1033.284424
	Iteration 19Q: 3 clusters Score -4705356 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -4705562.500000 Penalty: 1033.284424
	Iteration 20F: 3 clusters Score -4705562 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -4705652.000000 Penalty: 1033.284424
	Iteration 21Q: 3 clusters Score -4705652 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -4705736.500000 Penalty: 1033.284424
	Iteration 22Q: 3 clusters Score -4705736 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -4705797.000000 Penalty: 1033.284424
	Iteration 23Q: 3 clusters Score -4705797 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -4705827.500000 Penalty: 1033.284424
	Iteration 24Q: 3 clusters Score -4705828 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -4705836.000000 Penalty: 1033.284424
	Iteration 25Q: 3 clusters Score -4705836 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -4705845.500000 Penalty: 1033.284424
	Iteration 26Q: 3 clusters Score -4705846 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -4705856.000000 Penalty: 1033.284424
	Iteration 27Q: 3 clusters Score -4705856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -4705889.500000 Penalty: 1033.284424
	Iteration 28Q: 3 clusters Score -4705890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 69028 members 
Entering Unmasked Estep 
Score: -4705875.000000 Penalty: 1033.284424
	Iteration 29Q: 3 clusters Score -4705875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -4705871.500000 Penalty: 1033.284424
	Iteration 30Q: 3 clusters Score -4705872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -4705886.000000 Penalty: 1033.284424
	Iteration 31Q: 3 clusters Score -4705886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -4705895.000000 Penalty: 1033.284424
	Iteration 32Q: 3 clusters Score -4705895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -4705891.500000 Penalty: 1033.284424
	Iteration 33Q: 3 clusters Score -4705892 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -4705896.000000 Penalty: 1033.284424
	Iteration 34Q: 3 clusters Score -4705896 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -4705899.500000 Penalty: 1033.284424
	Iteration 35Q: 3 clusters Score -4705900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
Score: -4705901.000000 Penalty: 1033.284424
	Iteration 36Q: 3 clusters Score -4705901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -4705903.000000 Penalty: 1033.284424
	Iteration 37Q: 3 clusters Score -4705903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -4705900.500000 Penalty: 1033.284424
	Iteration 38Q: 3 clusters Score -4705900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -4705906.000000 Penalty: 1033.284424
	Iteration 39Q: 3 clusters Score -4705906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 69503 members 
Entering Unmasked Estep 
Score: -4705901.500000 Penalty: 1033.284424
	Iteration 40F: 3 clusters Score -4705902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -4705906.000000 Penalty: 1033.284424
	Iteration 41Q: 3 clusters Score -4705906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -4705901.000000 Penalty: 1033.284424
	Iteration 42Q: 3 clusters Score -4705901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -4705902.000000 Penalty: 1033.284424
	Iteration 43Q: 3 clusters Score -4705902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -4705905.000000 Penalty: 1033.284424
	Iteration 44Q: 3 clusters Score -4705905 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -4705911.500000 Penalty: 1033.284424
	Iteration 45Q: 3 clusters Score -4705912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -4705909.500000 Penalty: 1033.284424
	Iteration 46Q: 3 clusters Score -4705910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 69834 members 
Entering Unmasked Estep 
Score: -4705915.000000 Penalty: 1033.284424
	Iteration 47Q: 3 clusters Score -4705915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -4705918.000000 Penalty: 1033.284424
	Iteration 48Q: 3 clusters Score -4705918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -4705919.000000 Penalty: 1033.284424
	Iteration 49Q: 3 clusters Score -4705919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -4705928.000000 Penalty: 1033.284424
	Iteration 50Q: 3 clusters Score -4705928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -4705938.500000 Penalty: 1033.284424
	Iteration 51Q: 3 clusters Score -4705938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -4705930.000000 Penalty: 1033.284424
	Iteration 52Q: 3 clusters Score -4705930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -4705932.500000 Penalty: 1033.284424
	Iteration 53Q: 3 clusters Score -4705932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -4705926.000000 Penalty: 1033.284424
	Iteration 54Q: 3 clusters Score -4705926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -4705930.000000 Penalty: 1033.284424
	Iteration 55Q: 3 clusters Score -4705930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -4705936.500000 Penalty: 1033.284424
	Iteration 56Q: 3 clusters Score -4705936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -4705944.000000 Penalty: 1033.284424
	Iteration 57Q: 3 clusters Score -4705944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -4705949.000000 Penalty: 1033.284424
	Iteration 58Q: 3 clusters Score -4705949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -4705960.000000 Penalty: 1033.284424
	Iteration 59Q: 3 clusters Score -4705960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -4705963.500000 Penalty: 1033.284424
	Iteration 60F: 3 clusters Score -4705964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -4705967.500000 Penalty: 1033.284424
	Iteration 61Q: 3 clusters Score -4705968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -4705965.000000 Penalty: 1033.284424
	Iteration 62Q: 3 clusters Score -4705965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -4705965.500000 Penalty: 1033.284424
	Iteration 63Q: 3 clusters Score -4705966 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -4705955.000000 Penalty: 1033.284424
	Iteration 64Q: 3 clusters Score -4705955 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -4705958.500000 Penalty: 1033.284424
	Iteration 65Q: 3 clusters Score -4705958 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -4705961.500000 Penalty: 1033.284424
	Iteration 66Q: 3 clusters Score -4705962 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -4705961.500000 Penalty: 1033.284424
	Iteration 67Q: 3 clusters Score -4705962 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 71215 members 
Entering Unmasked Estep 
Score: -4705972.500000 Penalty: 1033.284424
	Iteration 68Q: 3 clusters Score -4705972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 71289 members 
Entering Unmasked Estep 
Score: -4705969.500000 Penalty: 1033.284424
	Iteration 69Q: 3 clusters Score -4705970 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -4705974.500000 Penalty: 1033.284424
	Iteration 70Q: 3 clusters Score -4705974 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
Score: -4705985.500000 Penalty: 1033.284424
	Iteration 71Q: 3 clusters Score -4705986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -4705988.000000 Penalty: 1033.284424
	Iteration 72Q: 3 clusters Score -4705988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -4705988.000000 Penalty: 1033.284424
	Iteration 73Q: 3 clusters Score -4705988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -4705993.000000 Penalty: 1033.284424
	Iteration 74Q: 3 clusters Score -4705993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 71692 members 
Entering Unmasked Estep 
Score: -4705993.500000 Penalty: 1033.284424
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Mstep: Class 1 contains 13618 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13562 members 
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Mstep: Class 1 contains 13509 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13441 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4706008 nChanged 30
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Mstep: Class 1 contains 13411 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13381 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 72074 members 
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Mstep: Class 1 contains 13284 members 
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Mstep: Class 1 contains 13162 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 1 contains 12927 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12826 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12755 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4706018 nChanged 20
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11892 members 
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Mstep: Class 1 contains 11720 members 
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Mstep: Class 1 contains 11531 members 
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Mstep: Class 1 contains 10609 members 
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Mstep: Class 1 contains 10512 members 
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Mstep: Class 1 contains 10012 members 
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Mstep: Class 1 contains 9709 members 
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Mstep: Class 1 contains 9403 members 
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Mstep: Class 1 contains 9254 members 
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Mstep: Class 1 contains 8423 members 
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Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -4706414.000000 Penalty: 1033.284424
	Iteration 168Q: 3 clusters Score -4706414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -4706417.000000 Penalty: 1033.284424
	Iteration 169Q: 3 clusters Score -4706417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 78610 members 
Entering Unmasked Estep 
Score: -4706416.500000 Penalty: 1033.284424
	Iteration 170Q: 3 clusters Score -4706416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -4706409.500000 Penalty: 1033.284424
	Iteration 171Q: 3 clusters Score -4706410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -4706406.000000 Penalty: 1033.284424
	Iteration 172Q: 3 clusters Score -4706406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
Score: -4706406.000000 Penalty: 1033.284424
	Iteration 173Q: 3 clusters Score -4706406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -4706412.500000 Penalty: 1033.284424
	Iteration 174Q: 3 clusters Score -4706412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -4706416.000000 Penalty: 1033.284424
	Iteration 175Q: 3 clusters Score -4706416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -4706418.000000 Penalty: 1033.284424
	Iteration 176Q: 3 clusters Score -4706418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -4706409.500000 Penalty: 1033.284424
	Iteration 177Q: 3 clusters Score -4706410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -4706408.000000 Penalty: 1033.284424
	Iteration 178Q: 3 clusters Score -4706408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -4706416.500000 Penalty: 1033.284424
	Iteration 179Q: 3 clusters Score -4706416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -4706412.500000 Penalty: 1033.284424
	Iteration 180F: 3 clusters Score -4706412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -4706417.500000 Penalty: 1033.284424
	Iteration 181Q: 3 clusters Score -4706418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -4706413.500000 Penalty: 1033.284424
	Iteration 182Q: 3 clusters Score -4706414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -4706415.000000 Penalty: 1033.284424
	Iteration 183Q: 3 clusters Score -4706415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -4706418.000000 Penalty: 1033.284424
	Iteration 184Q: 3 clusters Score -4706418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -4706411.500000 Penalty: 1033.284424
	Iteration 185Q: 3 clusters Score -4706412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -4706415.000000 Penalty: 1033.284424
	Iteration 186Q: 3 clusters Score -4706415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -4706415.000000 Penalty: 1033.284424
	Iteration 187F: 3 clusters Score -4706415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Entering Unmasked Estep 
Score: -242906.500000 Penalty: 387.029022
	Iteration 0F: 2 clusters Score -242906.5 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 2451 members 
Entering Unmasked Estep 
Score: -239601.937500 Penalty: 774.058044
	Iteration 0F: 3 clusters Score -239601.9 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -240946.140625 Penalty: 774.058044
	Iteration 1F: 3 clusters Score -240946.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -241283.625000 Penalty: 774.058044
	Iteration 2F: 3 clusters Score -241283.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -241743.328125 Penalty: 774.058044
	Iteration 3F: 3 clusters Score -241743.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -242192.375000 Penalty: 774.058044
	Iteration 4F: 3 clusters Score -242192.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -242538.359375 Penalty: 774.058044
	Iteration 5F: 3 clusters Score -242538.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -242727.968750 Penalty: 774.058044
	Iteration 6Q: 3 clusters Score -242728 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -242841.984375 Penalty: 774.058044
	Iteration 7Q: 3 clusters Score -242842 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -242893.953125 Penalty: 774.058044
	Iteration 8Q: 3 clusters Score -242894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -242914.890625 Penalty: 774.058044
	Iteration 9Q: 3 clusters Score -242914.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -242925.625000 Penalty: 774.058044
	Iteration 10Q: 3 clusters Score -242925.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -242930.406250 Penalty: 774.058044
	Iteration 11Q: 3 clusters Score -242930.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -242932.765625 Penalty: 774.058044
	Iteration 12Q: 3 clusters Score -242932.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -242933.828125 Penalty: 774.058044
	Iteration 13Q: 3 clusters Score -242933.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -242934.968750 Penalty: 774.058044
	Iteration 14Q: 3 clusters Score -242935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -242935.093750 Penalty: 774.058044
	Iteration 15Q: 3 clusters Score -242935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -242935.781250 Penalty: 774.058044
	Iteration 16Q: 3 clusters Score -242935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -242935.656250 Penalty: 774.058044
	Iteration 17Q: 3 clusters Score -242935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -242935.687500 Penalty: 774.058044
	Iteration 18Q: 3 clusters Score -242935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -242935.687500 Penalty: 774.058044
	Iteration 19F: 3 clusters Score -242935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 49321 members 
Mstep: Class 3 contains 93338 members 
Mstep: Class 4 contains 102115 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 9962 members 
Mstep: Class 7 contains 86717 members 
Mstep: Class 8 contains 8694 members 
Mstep: Class 9 contains 80126 members 
Mstep: Class 10 contains 49564 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 77827 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 2831 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 86401 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 18635 members 
Mstep: Class 20 contains 3614 members 
Mstep: Class 21 contains 20336 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8258 members 
Mstep: Class 24 contains 24487 members 
Mstep: Class 25 contains 85372 members 
Mstep: Class 26 contains 1491 members 
Mstep: Class 27 contains 164211 members 
Mstep: Class 28 contains 138128 members 
Mstep: Class 29 contains 62987 members 
Mstep: Class 30 contains 1487 members 
Mstep: Class 31 contains 102291 members 
Mstep: Class 32 contains 67718 members 
Mstep: Class 33 contains 102 members 
Mstep: Class 34 contains 22191 members 
Mstep: Class 35 contains 166951 members 
Mstep: Class 36 contains 45423 members 
Mstep: Class 37 contains 17982 members 
Mstep: Class 38 contains 4030 members 
Mstep: Class 39 contains 772 members 
Mstep: Class 40 contains 8885 members 
Mstep: Class 41 contains 17766 members 
Mstep: Class 42 contains 25466 members 
Mstep: Class 43 contains 3454 members 
Entering Unmasked Estep 
Score: -87381888.000000 Penalty: 28102.771484
Splitting cluster 26 changes total score from -87379168.000000 to -87381888.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 27 (164211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Entering Unmasked Estep 
Score: -8596798.000000 Penalty: 546.405273
	Iteration 0F: 2 clusters Score -8596798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -8489794.000000 Penalty: 1092.810547
	Iteration 0F: 3 clusters Score -8489794 nChanged 80436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61232 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -8540482.000000 Penalty: 1092.810547
	Iteration 1F: 3 clusters Score -8540482 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 111960 members 
Entering Unmasked Estep 
Score: -8543802.000000 Penalty: 1092.810547
	Iteration 2F: 3 clusters Score -8543802 nChanged 12853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
Score: -8548688.000000 Penalty: 1092.810547
	Iteration 3F: 3 clusters Score -8548688 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 127299 members 
Entering Unmasked Estep 
Score: -8554827.000000 Penalty: 1092.810547
	Iteration 4F: 3 clusters Score -8554827 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 128358 members 
Entering Unmasked Estep 
Score: -8560157.000000 Penalty: 1092.810547
	Iteration 5F: 3 clusters Score -8560157 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 124990 members 
Entering Unmasked Estep 
Score: -8561435.000000 Penalty: 1092.810547
	Iteration 6F: 3 clusters Score -8561435 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 120532 members 
Entering Unmasked Estep 
Score: -8562030.000000 Penalty: 1092.810547
	Iteration 7Q: 3 clusters Score -8562030 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 115426 members 
Entering Unmasked Estep 
Score: -8562779.000000 Penalty: 1092.810547
	Iteration 8Q: 3 clusters Score -8562779 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 109678 members 
Entering Unmasked Estep 
Score: -8564478.000000 Penalty: 1092.810547
	Iteration 9Q: 3 clusters Score -8564478 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 103396 members 
Entering Unmasked Estep 
Score: -8567151.000000 Penalty: 1092.810547
	Iteration 10Q: 3 clusters Score -8567151 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 97124 members 
Entering Unmasked Estep 
Score: -8570333.000000 Penalty: 1092.810547
	Iteration 11Q: 3 clusters Score -8570333 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -8573664.000000 Penalty: 1092.810547
	Iteration 12Q: 3 clusters Score -8573664 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 85651 members 
Entering Unmasked Estep 
Score: -8576594.000000 Penalty: 1092.810547
	Iteration 13Q: 3 clusters Score -8576594 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83039 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -8578954.000000 Penalty: 1092.810547
	Iteration 14Q: 3 clusters Score -8578954 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -8580728.000000 Penalty: 1092.810547
	Iteration 15Q: 3 clusters Score -8580728 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -8581636.000000 Penalty: 1092.810547
	Iteration 16Q: 3 clusters Score -8581636 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92294 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -8581985.000000 Penalty: 1092.810547
	Iteration 17Q: 3 clusters Score -8581985 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -8582008.000000 Penalty: 1092.810547
	Iteration 18Q: 3 clusters Score -8582008 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 67719 members 
Entering Unmasked Estep 
Score: -8582003.000000 Penalty: 1092.810547
	Iteration 19Q: 3 clusters Score -8582003 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -8582614.000000 Penalty: 1092.810547
	Iteration 20F: 3 clusters Score -8582614 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102914 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -8583165.000000 Penalty: 1092.810547
	Iteration 21Q: 3 clusters Score -8583165 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107585 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -8583708.000000 Penalty: 1092.810547
	Iteration 22Q: 3 clusters Score -8583708 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112886 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -8584186.000000 Penalty: 1092.810547
	Iteration 23Q: 3 clusters Score -8584186 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118748 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -8584539.000000 Penalty: 1092.810547
	Iteration 24Q: 3 clusters Score -8584539 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124601 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -8584578.000000 Penalty: 1092.810547
	Iteration 25Q: 3 clusters Score -8584578 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130056 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -8584627.000000 Penalty: 1092.810547
	Iteration 26Q: 3 clusters Score -8584627 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135453 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -8584978.000000 Penalty: 1092.810547
	Iteration 27Q: 3 clusters Score -8584978 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141144 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -8585507.000000 Penalty: 1092.810547
	Iteration 28Q: 3 clusters Score -8585507 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146697 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -8587177.000000 Penalty: 1092.810547
	Iteration 29Q: 3 clusters Score -8587177 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151206 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -8591996.000000 Penalty: 1092.810547
	Iteration 30Q: 3 clusters Score -8591996 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154063 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -8594875.000000 Penalty: 1092.810547
	Iteration 31Q: 3 clusters Score -8594875 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156053 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -8596323.000000 Penalty: 1092.810547
	Iteration 32Q: 3 clusters Score -8596323 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157551 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -8596987.000000 Penalty: 1092.810547
	Iteration 33Q: 3 clusters Score -8596987 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158667 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -8597344.000000 Penalty: 1092.810547
	Iteration 34Q: 3 clusters Score -8597344 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159558 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -8597440.000000 Penalty: 1092.810547
	Iteration 35Q: 3 clusters Score -8597440 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160288 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8597495.000000 Penalty: 1092.810547
	Iteration 36Q: 3 clusters Score -8597495 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160838 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -8597415.000000 Penalty: 1092.810547
	Iteration 37Q: 3 clusters Score -8597415 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161303 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8597313.000000 Penalty: 1092.810547
	Iteration 38Q: 3 clusters Score -8597313 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161686 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8597271.000000 Penalty: 1092.810547
	Iteration 39Q: 3 clusters Score -8597271 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162023 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8597225.000000 Penalty: 1092.810547
	Iteration 40F: 3 clusters Score -8597225 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162279 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8597161.000000 Penalty: 1092.810547
	Iteration 41Q: 3 clusters Score -8597161 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162501 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8597074.000000 Penalty: 1092.810547
	Iteration 42Q: 3 clusters Score -8597074 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162699 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8597022.000000 Penalty: 1092.810547
	Iteration 43Q: 3 clusters Score -8597022 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8596944.000000 Penalty: 1092.810547
	Iteration 44Q: 3 clusters Score -8596944 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163030 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8596904.000000 Penalty: 1092.810547
	Iteration 45Q: 3 clusters Score -8596904 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163164 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8596840.000000 Penalty: 1092.810547
	Iteration 46Q: 3 clusters Score -8596840 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163282 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8596785.000000 Penalty: 1092.810547
	Iteration 47Q: 3 clusters Score -8596785 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163378 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8596742.000000 Penalty: 1092.810547
	Iteration 48Q: 3 clusters Score -8596742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8596707.000000 Penalty: 1092.810547
	Iteration 49Q: 3 clusters Score -8596707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8596644.000000 Penalty: 1092.810547
	Iteration 50Q: 3 clusters Score -8596644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163587 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8596628.000000 Penalty: 1092.810547
	Iteration 51Q: 3 clusters Score -8596628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163625 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8596613.000000 Penalty: 1092.810547
	Iteration 52Q: 3 clusters Score -8596613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163656 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8596603.000000 Penalty: 1092.810547
	Iteration 53Q: 3 clusters Score -8596603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163689 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8596592.000000 Penalty: 1092.810547
	Iteration 54Q: 3 clusters Score -8596592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163723 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8596574.000000 Penalty: 1092.810547
	Iteration 55Q: 3 clusters Score -8596574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163749 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8596585.000000 Penalty: 1092.810547
	Iteration 56Q: 3 clusters Score -8596585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163770 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8596585.000000 Penalty: 1092.810547
	Iteration 57Q: 3 clusters Score -8596585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163784 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8596587.000000 Penalty: 1092.810547
	Iteration 58Q: 3 clusters Score -8596587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163801 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8596565.000000 Penalty: 1092.810547
	Iteration 59Q: 3 clusters Score -8596565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163814 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8596565.000000 Penalty: 1092.810547
	Iteration 60F: 3 clusters Score -8596565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163830 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8596560.000000 Penalty: 1092.810547
	Iteration 61Q: 3 clusters Score -8596560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8596553.000000 Penalty: 1092.810547
	Iteration 62Q: 3 clusters Score -8596553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8596561.000000 Penalty: 1092.810547
	Iteration 63Q: 3 clusters Score -8596561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163835 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8596559.000000 Penalty: 1092.810547
	Iteration 64Q: 3 clusters Score -8596559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163840 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8596557.000000 Penalty: 1092.810547
	Iteration 65Q: 3 clusters Score -8596557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163847 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8596563.000000 Penalty: 1092.810547
	Iteration 66Q: 3 clusters Score -8596563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163853 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8596562.000000 Penalty: 1092.810547
	Iteration 67Q: 3 clusters Score -8596562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163859 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8596560.000000 Penalty: 1092.810547
	Iteration 68Q: 3 clusters Score -8596560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163866 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8596551.000000 Penalty: 1092.810547
	Iteration 69Q: 3 clusters Score -8596551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163868 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8596555.000000 Penalty: 1092.810547
	Iteration 70Q: 3 clusters Score -8596555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163872 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8596558.000000 Penalty: 1092.810547
	Iteration 71Q: 3 clusters Score -8596558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163873 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8596557.000000 Penalty: 1092.810547
	Iteration 72Q: 3 clusters Score -8596557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163875 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8596556.000000 Penalty: 1092.810547
	Iteration 73Q: 3 clusters Score -8596556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163878 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8596551.000000 Penalty: 1092.810547
	Iteration 74Q: 3 clusters Score -8596551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163880 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8596548.000000 Penalty: 1092.810547
	Iteration 75Q: 3 clusters Score -8596548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163882 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8596553.000000 Penalty: 1092.810547
	Iteration 76Q: 3 clusters Score -8596553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163882 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8596553.000000 Penalty: 1092.810547
	Iteration 77F: 3 clusters Score -8596553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (138128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138128 members 
Entering Unmasked Estep 
Score: -7187063.500000 Penalty: 538.535095
	Iteration 0F: 2 clusters Score -7187064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -7094663.000000 Penalty: 1077.070190
	Iteration 0F: 3 clusters Score -7094663 nChanged 67548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75666 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -7135354.500000 Penalty: 1077.070190
	Iteration 1F: 3 clusters Score -7135354 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -7136876.500000 Penalty: 1077.070190
	Iteration 2Q: 3 clusters Score -7136876 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -7139537.000000 Penalty: 1077.070190
	Iteration 3Q: 3 clusters Score -7139537 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -7144592.500000 Penalty: 1077.070190
	Iteration 4F: 3 clusters Score -7144592 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -7153451.500000 Penalty: 1077.070190
	Iteration 5F: 3 clusters Score -7153452 nChanged 12544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117680 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -7165676.500000 Penalty: 1077.070190
	Iteration 6F: 3 clusters Score -7165676 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128423 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -7177068.500000 Penalty: 1077.070190
	Iteration 7F: 3 clusters Score -7177068 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -7183287.000000 Penalty: 1077.070190
	Iteration 8Q: 3 clusters Score -7183287 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136977 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7185589.500000 Penalty: 1077.070190
	Iteration 9Q: 3 clusters Score -7185590 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137753 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7186254.500000 Penalty: 1077.070190
	Iteration 10Q: 3 clusters Score -7186254 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7186457.000000 Penalty: 1077.070190
	Iteration 11Q: 3 clusters Score -7186457 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138030 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7186509.000000 Penalty: 1077.070190
	Iteration 12Q: 3 clusters Score -7186509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138048 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -7186537.500000 Penalty: 1077.070190
	Iteration 13Q: 3 clusters Score -7186538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138056 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -7186542.000000 Penalty: 1077.070190
	Iteration 14Q: 3 clusters Score -7186542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138060 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -7186557.000000 Penalty: 1077.070190
	Iteration 15Q: 3 clusters Score -7186557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138065 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -7186566.500000 Penalty: 1077.070190
	Iteration 16Q: 3 clusters Score -7186566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7186569.000000 Penalty: 1077.070190
	Iteration 17Q: 3 clusters Score -7186569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -7186573.000000 Penalty: 1077.070190
	Iteration 18Q: 3 clusters Score -7186573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138071 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7186577.000000 Penalty: 1077.070190
	Iteration 19Q: 3 clusters Score -7186577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138071 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7186577.000000 Penalty: 1077.070190
	Iteration 20F: 3 clusters Score -7186577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (62987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Entering Unmasked Estep 
Score: -3427041.750000 Penalty: 502.806122
	Iteration 0F: 2 clusters Score -3427042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -3384535.000000 Penalty: 1005.612244
	Iteration 0F: 3 clusters Score -3384535 nChanged 30656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -3403385.000000 Penalty: 1005.612244
	Iteration 1F: 3 clusters Score -3403385 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -3404504.250000 Penalty: 1005.612244
	Iteration 2Q: 3 clusters Score -3404504 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -3406012.000000 Penalty: 1005.612244
	Iteration 3Q: 3 clusters Score -3406012 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -3408281.000000 Penalty: 1005.612244
	Iteration 4F: 3 clusters Score -3408281 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -3411246.000000 Penalty: 1005.612244
	Iteration 5F: 3 clusters Score -3411246 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -3414238.000000 Penalty: 1005.612244
	Iteration 6F: 3 clusters Score -3414238 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -3416111.500000 Penalty: 1005.612244
	Iteration 7F: 3 clusters Score -3416112 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -3417047.750000 Penalty: 1005.612244
	Iteration 8Q: 3 clusters Score -3417048 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -3417612.500000 Penalty: 1005.612244
	Iteration 9Q: 3 clusters Score -3417612 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -3418106.000000 Penalty: 1005.612244
	Iteration 10Q: 3 clusters Score -3418106 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -3418696.250000 Penalty: 1005.612244
	Iteration 11Q: 3 clusters Score -3418696 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -3419349.250000 Penalty: 1005.612244
	Iteration 12Q: 3 clusters Score -3419349 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -3420087.500000 Penalty: 1005.612244
	Iteration 13Q: 3 clusters Score -3420088 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -3420859.000000 Penalty: 1005.612244
	Iteration 14Q: 3 clusters Score -3420859 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -3421655.000000 Penalty: 1005.612244
	Iteration 15Q: 3 clusters Score -3421655 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 57350 members 
Entering Unmasked Estep 
Score: -3422478.500000 Penalty: 1005.612244
	Iteration 16Q: 3 clusters Score -3422478 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -3423346.500000 Penalty: 1005.612244
	Iteration 17Q: 3 clusters Score -3423346 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -3424131.500000 Penalty: 1005.612244
	Iteration 18Q: 3 clusters Score -3424132 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -3424786.000000 Penalty: 1005.612244
	Iteration 19Q: 3 clusters Score -3424786 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -3425398.000000 Penalty: 1005.612244
	Iteration 20F: 3 clusters Score -3425398 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -3425858.750000 Penalty: 1005.612244
	Iteration 21Q: 3 clusters Score -3425859 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -3426138.500000 Penalty: 1005.612244
	Iteration 22Q: 3 clusters Score -3426138 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -3426311.750000 Penalty: 1005.612244
	Iteration 23Q: 3 clusters Score -3426312 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 62611 members 
Entering Unmasked Estep 
Score: -3426395.000000 Penalty: 1005.612244
	Iteration 24Q: 3 clusters Score -3426395 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -3426485.000000 Penalty: 1005.612244
	Iteration 25Q: 3 clusters Score -3426485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -3426521.750000 Penalty: 1005.612244
	Iteration 26Q: 3 clusters Score -3426522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -3426554.500000 Penalty: 1005.612244
	Iteration 27Q: 3 clusters Score -3426554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -3426570.000000 Penalty: 1005.612244
	Iteration 28Q: 3 clusters Score -3426570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -3426580.250000 Penalty: 1005.612244
	Iteration 29Q: 3 clusters Score -3426580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -3426588.750000 Penalty: 1005.612244
	Iteration 30Q: 3 clusters Score -3426589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -3426593.500000 Penalty: 1005.612244
	Iteration 31Q: 3 clusters Score -3426594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -3426603.000000 Penalty: 1005.612244
	Iteration 32Q: 3 clusters Score -3426603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -3426607.750000 Penalty: 1005.612244
	Iteration 33Q: 3 clusters Score -3426608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -3426610.000000 Penalty: 1005.612244
	Iteration 34Q: 3 clusters Score -3426610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -3426610.000000 Penalty: 1005.612244
	Iteration 35Q: 3 clusters Score -3426610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -3426610.250000 Penalty: 1005.612244
	Iteration 36Q: 3 clusters Score -3426610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -3426611.250000 Penalty: 1005.612244
	Iteration 37Q: 3 clusters Score -3426611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -3426618.000000 Penalty: 1005.612244
	Iteration 38Q: 3 clusters Score -3426618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -3426621.750000 Penalty: 1005.612244
	Iteration 39Q: 3 clusters Score -3426622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -3426625.500000 Penalty: 1005.612244
	Iteration 40F: 3 clusters Score -3426626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -3426626.500000 Penalty: 1005.612244
	Iteration 41Q: 3 clusters Score -3426626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -3426629.000000 Penalty: 1005.612244
	Iteration 42Q: 3 clusters Score -3426629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -3426626.750000 Penalty: 1005.612244
	Iteration 43Q: 3 clusters Score -3426627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -3426629.000000 Penalty: 1005.612244
	Iteration 44Q: 3 clusters Score -3426629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -3426632.000000 Penalty: 1005.612244
	Iteration 45Q: 3 clusters Score -3426632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -3426632.500000 Penalty: 1005.612244
	Iteration 46Q: 3 clusters Score -3426632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -3426634.000000 Penalty: 1005.612244
	Iteration 47Q: 3 clusters Score -3426634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -3426634.000000 Penalty: 1005.612244
	Iteration 48F: 3 clusters Score -3426634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -79699.554688 Penalty: 332.355469
	Iteration 0F: 2 clusters Score -79699.55 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 762 members 
Entering Unmasked Estep 
Score: -78546.695312 Penalty: 664.710938
	Iteration 0F: 3 clusters Score -78546.7 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -78900.632812 Penalty: 664.710938
	Iteration 1F: 3 clusters Score -78900.63 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -78977.164062 Penalty: 664.710938
	Iteration 2F: 3 clusters Score -78977.16 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -79041.148438 Penalty: 664.710938
	Iteration 3F: 3 clusters Score -79041.15 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -79116.679688 Penalty: 664.710938
	Iteration 4F: 3 clusters Score -79116.68 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -79182.976562 Penalty: 664.710938
	Iteration 5F: 3 clusters Score -79182.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -79234.851562 Penalty: 664.710938
	Iteration 6Q: 3 clusters Score -79234.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -79291.507812 Penalty: 664.710938
	Iteration 7Q: 3 clusters Score -79291.51 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -79335.875000 Penalty: 664.710938
	Iteration 8Q: 3 clusters Score -79335.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -79367.515625 Penalty: 664.710938
	Iteration 9Q: 3 clusters Score -79367.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -79402.078125 Penalty: 664.710938
	Iteration 10Q: 3 clusters Score -79402.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -79433.265625 Penalty: 664.710938
	Iteration 11Q: 3 clusters Score -79433.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -79451.453125 Penalty: 664.710938
	Iteration 12Q: 3 clusters Score -79451.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -79472.546875 Penalty: 664.710938
	Iteration 13Q: 3 clusters Score -79472.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -79493.132812 Penalty: 664.710938
	Iteration 14Q: 3 clusters Score -79493.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -79500.000000 Penalty: 664.710938
	Iteration 15Q: 3 clusters Score -79500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -79501.765625 Penalty: 664.710938
	Iteration 16Q: 3 clusters Score -79501.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -79502.140625 Penalty: 664.710938
	Iteration 17Q: 3 clusters Score -79502.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -79502.656250 Penalty: 664.710938
	Iteration 18Q: 3 clusters Score -79502.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -79502.656250 Penalty: 664.710938
	Iteration 19F: 3 clusters Score -79502.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (102291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Entering Unmasked Estep 
Score: -5174619.500000 Penalty: 524.868774
	Iteration 0F: 2 clusters Score -5174620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -5106618.500000 Penalty: 1049.737549
	Iteration 0F: 3 clusters Score -5106618 nChanged 49927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -5137751.500000 Penalty: 1049.737549
	Iteration 1F: 3 clusters Score -5137752 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -5139482.500000 Penalty: 1049.737549
	Iteration 2Q: 3 clusters Score -5139482 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -5142240.500000 Penalty: 1049.737549
	Iteration 3Q: 3 clusters Score -5142240 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -5146268.000000 Penalty: 1049.737549
	Iteration 4F: 3 clusters Score -5146268 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -5151450.500000 Penalty: 1049.737549
	Iteration 5F: 3 clusters Score -5151450 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -5156162.500000 Penalty: 1049.737549
	Iteration 6F: 3 clusters Score -5156162 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -5160006.000000 Penalty: 1049.737549
	Iteration 7F: 3 clusters Score -5160006 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -5162958.500000 Penalty: 1049.737549
	Iteration 8Q: 3 clusters Score -5162958 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -5165101.500000 Penalty: 1049.737549
	Iteration 9Q: 3 clusters Score -5165102 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -5166721.500000 Penalty: 1049.737549
	Iteration 10Q: 3 clusters Score -5166722 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -5168025.000000 Penalty: 1049.737549
	Iteration 11Q: 3 clusters Score -5168025 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -5169016.000000 Penalty: 1049.737549
	Iteration 12Q: 3 clusters Score -5169016 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -5169858.500000 Penalty: 1049.737549
	Iteration 13Q: 3 clusters Score -5169858 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -5170582.000000 Penalty: 1049.737549
	Iteration 14Q: 3 clusters Score -5170582 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 92725 members 
Entering Unmasked Estep 
Score: -5171218.000000 Penalty: 1049.737549
	Iteration 15Q: 3 clusters Score -5171218 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 94018 members 
Entering Unmasked Estep 
Score: -5171653.500000 Penalty: 1049.737549
	Iteration 16Q: 3 clusters Score -5171654 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -5172044.500000 Penalty: 1049.737549
	Iteration 17Q: 3 clusters Score -5172044 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -5172405.500000 Penalty: 1049.737549
	Iteration 18Q: 3 clusters Score -5172406 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -5172715.000000 Penalty: 1049.737549
	Iteration 19Q: 3 clusters Score -5172715 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -5172984.500000 Penalty: 1049.737549
	Iteration 20F: 3 clusters Score -5172984 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -5173210.500000 Penalty: 1049.737549
	Iteration 21Q: 3 clusters Score -5173210 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 99250 members 
Entering Unmasked Estep 
Score: -5173359.000000 Penalty: 1049.737549
	Iteration 22Q: 3 clusters Score -5173359 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -5173518.000000 Penalty: 1049.737549
	Iteration 23Q: 3 clusters Score -5173518 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 100097 members 
Entering Unmasked Estep 
Score: -5173641.500000 Penalty: 1049.737549
	Iteration 24Q: 3 clusters Score -5173642 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -5173720.000000 Penalty: 1049.737549
	Iteration 25Q: 3 clusters Score -5173720 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -5173800.000000 Penalty: 1049.737549
	Iteration 26Q: 3 clusters Score -5173800 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 100905 members 
Entering Unmasked Estep 
Score: -5173838.500000 Penalty: 1049.737549
	Iteration 27Q: 3 clusters Score -5173838 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -5173896.500000 Penalty: 1049.737549
	Iteration 28Q: 3 clusters Score -5173896 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -5173960.500000 Penalty: 1049.737549
	Iteration 29Q: 3 clusters Score -5173960 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 101390 members 
Entering Unmasked Estep 
Score: -5173997.500000 Penalty: 1049.737549
	Iteration 30Q: 3 clusters Score -5173998 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -5174031.000000 Penalty: 1049.737549
	Iteration 31Q: 3 clusters Score -5174031 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -5174052.500000 Penalty: 1049.737549
	Iteration 32Q: 3 clusters Score -5174052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -5174082.000000 Penalty: 1049.737549
	Iteration 33Q: 3 clusters Score -5174082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 101698 members 
Entering Unmasked Estep 
Score: -5174101.500000 Penalty: 1049.737549
	Iteration 34Q: 3 clusters Score -5174102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 101748 members 
Entering Unmasked Estep 
Score: -5174113.500000 Penalty: 1049.737549
	Iteration 35Q: 3 clusters Score -5174114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 101788 members 
Entering Unmasked Estep 
Score: -5174127.500000 Penalty: 1049.737549
	Iteration 36Q: 3 clusters Score -5174128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -5174146.000000 Penalty: 1049.737549
	Iteration 37Q: 3 clusters Score -5174146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 101858 members 
Entering Unmasked Estep 
Score: -5174166.000000 Penalty: 1049.737549
	Iteration 38Q: 3 clusters Score -5174166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 101883 members 
Entering Unmasked Estep 
Score: -5174170.500000 Penalty: 1049.737549
	Iteration 39Q: 3 clusters Score -5174170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -5174179.000000 Penalty: 1049.737549
	Iteration 40F: 3 clusters Score -5174179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 101907 members 
Entering Unmasked Estep 
Score: -5174188.500000 Penalty: 1049.737549
	Iteration 41Q: 3 clusters Score -5174188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -5174183.500000 Penalty: 1049.737549
	Iteration 42Q: 3 clusters Score -5174184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 101934 members 
Entering Unmasked Estep 
Score: -5174186.000000 Penalty: 1049.737549
	Iteration 43Q: 3 clusters Score -5174186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 101944 members 
Entering Unmasked Estep 
Score: -5174188.500000 Penalty: 1049.737549
	Iteration 44Q: 3 clusters Score -5174188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 101951 members 
Entering Unmasked Estep 
Score: -5174196.500000 Penalty: 1049.737549
	Iteration 45Q: 3 clusters Score -5174196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -5174197.500000 Penalty: 1049.737549
	Iteration 46Q: 3 clusters Score -5174198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 101970 members 
Entering Unmasked Estep 
Score: -5174200.500000 Penalty: 1049.737549
	Iteration 47Q: 3 clusters Score -5174200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 101979 members 
Entering Unmasked Estep 
Score: -5174204.500000 Penalty: 1049.737549
	Iteration 48Q: 3 clusters Score -5174204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 101987 members 
Entering Unmasked Estep 
Score: -5174208.500000 Penalty: 1049.737549
	Iteration 49Q: 3 clusters Score -5174208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -5174211.000000 Penalty: 1049.737549
	Iteration 50Q: 3 clusters Score -5174211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 102005 members 
Entering Unmasked Estep 
Score: -5174215.000000 Penalty: 1049.737549
	Iteration 51Q: 3 clusters Score -5174215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -5174216.000000 Penalty: 1049.737549
	Iteration 52Q: 3 clusters Score -5174216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 102017 members 
Entering Unmasked Estep 
Score: -5174224.500000 Penalty: 1049.737549
	Iteration 53Q: 3 clusters Score -5174224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 102022 members 
Entering Unmasked Estep 
Score: -5174230.500000 Penalty: 1049.737549
	Iteration 54Q: 3 clusters Score -5174230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 102029 members 
Entering Unmasked Estep 
Score: -5174233.000000 Penalty: 1049.737549
	Iteration 55Q: 3 clusters Score -5174233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 102031 members 
Entering Unmasked Estep 
Score: -5174232.000000 Penalty: 1049.737549
	Iteration 56Q: 3 clusters Score -5174232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 102038 members 
Entering Unmasked Estep 
Score: -5174230.500000 Penalty: 1049.737549
	Iteration 57Q: 3 clusters Score -5174230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 102039 members 
Entering Unmasked Estep 
Score: -5174231.000000 Penalty: 1049.737549
	Iteration 58Q: 3 clusters Score -5174231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 102042 members 
Entering Unmasked Estep 
Score: -5174229.000000 Penalty: 1049.737549
	Iteration 59Q: 3 clusters Score -5174229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -5174227.000000 Penalty: 1049.737549
	Iteration 60F: 3 clusters Score -5174227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (67718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Entering Unmasked Estep 
Score: -3718303.500000 Penalty: 506.101379
	Iteration 0F: 2 clusters Score -3718304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -3672808.750000 Penalty: 1012.202759
	Iteration 0F: 3 clusters Score -3672809 nChanged 32936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -3692712.500000 Penalty: 1012.202759
	Iteration 1F: 3 clusters Score -3692712 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -3693458.500000 Penalty: 1012.202759
	Iteration 2Q: 3 clusters Score -3693458 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -3694581.500000 Penalty: 1012.202759
	Iteration 3Q: 3 clusters Score -3694582 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -3696287.750000 Penalty: 1012.202759
	Iteration 4F: 3 clusters Score -3696288 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -3698782.000000 Penalty: 1012.202759
	Iteration 5F: 3 clusters Score -3698782 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -3702292.750000 Penalty: 1012.202759
	Iteration 6F: 3 clusters Score -3702293 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -3705772.500000 Penalty: 1012.202759
	Iteration 7F: 3 clusters Score -3705772 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -3707577.250000 Penalty: 1012.202759
	Iteration 8Q: 3 clusters Score -3707577 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -3708278.750000 Penalty: 1012.202759
	Iteration 9Q: 3 clusters Score -3708279 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -3708724.000000 Penalty: 1012.202759
	Iteration 10Q: 3 clusters Score -3708724 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -3709179.500000 Penalty: 1012.202759
	Iteration 11Q: 3 clusters Score -3709180 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -3709668.500000 Penalty: 1012.202759
	Iteration 12Q: 3 clusters Score -3709668 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -3710283.000000 Penalty: 1012.202759
	Iteration 13Q: 3 clusters Score -3710283 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -3710961.000000 Penalty: 1012.202759
	Iteration 14Q: 3 clusters Score -3710961 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -3711670.250000 Penalty: 1012.202759
	Iteration 15Q: 3 clusters Score -3711670 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -3712380.250000 Penalty: 1012.202759
	Iteration 16Q: 3 clusters Score -3712380 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -3713135.500000 Penalty: 1012.202759
	Iteration 17Q: 3 clusters Score -3713136 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -3713901.750000 Penalty: 1012.202759
	Iteration 18Q: 3 clusters Score -3713902 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -3714563.000000 Penalty: 1012.202759
	Iteration 19Q: 3 clusters Score -3714563 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -3715110.750000 Penalty: 1012.202759
	Iteration 20F: 3 clusters Score -3715111 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -3715651.000000 Penalty: 1012.202759
	Iteration 21Q: 3 clusters Score -3715651 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -3716092.750000 Penalty: 1012.202759
	Iteration 22Q: 3 clusters Score -3716093 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -3716428.750000 Penalty: 1012.202759
	Iteration 23Q: 3 clusters Score -3716429 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 64965 members 
Entering Unmasked Estep 
Score: -3716724.250000 Penalty: 1012.202759
	Iteration 24Q: 3 clusters Score -3716724 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -3716976.750000 Penalty: 1012.202759
	Iteration 25Q: 3 clusters Score -3716977 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -3717173.500000 Penalty: 1012.202759
	Iteration 26Q: 3 clusters Score -3717174 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -3717330.500000 Penalty: 1012.202759
	Iteration 27Q: 3 clusters Score -3717330 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -3717464.750000 Penalty: 1012.202759
	Iteration 28Q: 3 clusters Score -3717465 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -3717534.750000 Penalty: 1012.202759
	Iteration 29Q: 3 clusters Score -3717535 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -3717604.250000 Penalty: 1012.202759
	Iteration 30Q: 3 clusters Score -3717604 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -3717670.000000 Penalty: 1012.202759
	Iteration 31Q: 3 clusters Score -3717670 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -3717711.500000 Penalty: 1012.202759
	Iteration 32Q: 3 clusters Score -3717712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -3717725.500000 Penalty: 1012.202759
	Iteration 33Q: 3 clusters Score -3717726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -3717747.500000 Penalty: 1012.202759
	Iteration 34Q: 3 clusters Score -3717748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -3717763.500000 Penalty: 1012.202759
	Iteration 35Q: 3 clusters Score -3717764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -3717781.000000 Penalty: 1012.202759
	Iteration 36Q: 3 clusters Score -3717781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -3717794.000000 Penalty: 1012.202759
	Iteration 37Q: 3 clusters Score -3717794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -3717803.500000 Penalty: 1012.202759
	Iteration 38Q: 3 clusters Score -3717804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 67387 members 
Entering Unmasked Estep 
Score: -3717806.500000 Penalty: 1012.202759
	Iteration 39Q: 3 clusters Score -3717806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -3717815.000000 Penalty: 1012.202759
	Iteration 40F: 3 clusters Score -3717815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -3717830.000000 Penalty: 1012.202759
	Iteration 41Q: 3 clusters Score -3717830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -3717844.250000 Penalty: 1012.202759
	Iteration 42Q: 3 clusters Score -3717844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -3717842.500000 Penalty: 1012.202759
	Iteration 43Q: 3 clusters Score -3717842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -3717851.500000 Penalty: 1012.202759
	Iteration 44Q: 3 clusters Score -3717852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -3717853.000000 Penalty: 1012.202759
	Iteration 45Q: 3 clusters Score -3717853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -3717863.000000 Penalty: 1012.202759
	Iteration 46Q: 3 clusters Score -3717863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -3717873.250000 Penalty: 1012.202759
	Iteration 47Q: 3 clusters Score -3717873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -3717880.250000 Penalty: 1012.202759
	Iteration 48Q: 3 clusters Score -3717880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -3717884.500000 Penalty: 1012.202759
	Iteration 49Q: 3 clusters Score -3717884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -3717887.000000 Penalty: 1012.202759
	Iteration 50Q: 3 clusters Score -3717887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -3717889.750000 Penalty: 1012.202759
	Iteration 51Q: 3 clusters Score -3717890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 67502 members 
Entering Unmasked Estep 
Score: -3717889.750000 Penalty: 1012.202759
	Iteration 52F: 3 clusters Score -3717890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Entering Unmasked Estep 
Score: -3822.988037 Penalty: 210.436264
	Iteration 0F: 2 clusters Score -3822.988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3652.707764 Penalty: 420.872528
	Iteration 0F: 3 clusters Score -3652.708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3686.165771 Penalty: 420.872528
	Iteration 1F: 3 clusters Score -3686.166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3693.551758 Penalty: 420.872528
	Iteration 2Q: 3 clusters Score -3693.552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3694.733887 Penalty: 420.872528
	Iteration 3Q: 3 clusters Score -3694.734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3695.960205 Penalty: 420.872528
	Iteration 4Q: 3 clusters Score -3695.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -3699.049805 Penalty: 420.872528
	Iteration 5Q: 3 clusters Score -3699.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3709.071533 Penalty: 420.872528
	Iteration 6Q: 3 clusters Score -3709.072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3710.409668 Penalty: 420.872528
	Iteration 7Q: 3 clusters Score -3710.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3710.409668 Penalty: 420.872528
	Iteration 8F: 3 clusters Score -3710.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (22191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Entering Unmasked Estep 
Score: -1212629.125000 Penalty: 455.338623
	Iteration 0F: 2 clusters Score -1212629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1197877.875000 Penalty: 910.677246
	Iteration 0F: 3 clusters Score -1197878 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1204163.875000 Penalty: 910.677246
	Iteration 1F: 3 clusters Score -1204164 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1204741.750000 Penalty: 910.677246
	Iteration 2F: 3 clusters Score -1204742 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1205599.750000 Penalty: 910.677246
	Iteration 3F: 3 clusters Score -1205600 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1206888.250000 Penalty: 910.677246
	Iteration 4F: 3 clusters Score -1206888 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1208368.000000 Penalty: 910.677246
	Iteration 5F: 3 clusters Score -1208368 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1209547.250000 Penalty: 910.677246
	Iteration 6F: 3 clusters Score -1209547 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1210149.625000 Penalty: 910.677246
	Iteration 7Q: 3 clusters Score -1210150 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1210456.500000 Penalty: 910.677246
	Iteration 8Q: 3 clusters Score -1210456 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1210678.500000 Penalty: 910.677246
	Iteration 9Q: 3 clusters Score -1210678 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1210835.875000 Penalty: 910.677246
	Iteration 10Q: 3 clusters Score -1210836 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1210964.125000 Penalty: 910.677246
	Iteration 11Q: 3 clusters Score -1210964 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1211073.500000 Penalty: 910.677246
	Iteration 12Q: 3 clusters Score -1211074 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1211138.875000 Penalty: 910.677246
	Iteration 13Q: 3 clusters Score -1211139 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1211199.875000 Penalty: 910.677246
	Iteration 14Q: 3 clusters Score -1211200 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1211242.125000 Penalty: 910.677246
	Iteration 15Q: 3 clusters Score -1211242 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1211272.625000 Penalty: 910.677246
	Iteration 16Q: 3 clusters Score -1211273 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1211304.500000 Penalty: 910.677246
	Iteration 17Q: 3 clusters Score -1211304 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1211328.000000 Penalty: 910.677246
	Iteration 18Q: 3 clusters Score -1211328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1211336.375000 Penalty: 910.677246
	Iteration 19Q: 3 clusters Score -1211336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1211348.500000 Penalty: 910.677246
	Iteration 20F: 3 clusters Score -1211348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1211356.000000 Penalty: 910.677246
	Iteration 21Q: 3 clusters Score -1211356 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1211364.875000 Penalty: 910.677246
	Iteration 22Q: 3 clusters Score -1211365 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1211372.000000 Penalty: 910.677246
	Iteration 23Q: 3 clusters Score -1211372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1211376.250000 Penalty: 910.677246
	Iteration 24Q: 3 clusters Score -1211376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1211382.750000 Penalty: 910.677246
	Iteration 25Q: 3 clusters Score -1211383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1211383.250000 Penalty: 910.677246
	Iteration 26Q: 3 clusters Score -1211383 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1211388.000000 Penalty: 910.677246
	Iteration 27Q: 3 clusters Score -1211388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1211398.250000 Penalty: 910.677246
	Iteration 28Q: 3 clusters Score -1211398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1211401.500000 Penalty: 910.677246
	Iteration 29Q: 3 clusters Score -1211402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1211408.375000 Penalty: 910.677246
	Iteration 30Q: 3 clusters Score -1211408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1211422.000000 Penalty: 910.677246
	Iteration 31Q: 3 clusters Score -1211422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1211425.625000 Penalty: 910.677246
	Iteration 32Q: 3 clusters Score -1211426 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1211434.875000 Penalty: 910.677246
	Iteration 33Q: 3 clusters Score -1211435 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1211438.000000 Penalty: 910.677246
	Iteration 34Q: 3 clusters Score -1211438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1211446.000000 Penalty: 910.677246
	Iteration 35Q: 3 clusters Score -1211446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1211451.875000 Penalty: 910.677246
	Iteration 36Q: 3 clusters Score -1211452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1211462.250000 Penalty: 910.677246
	Iteration 37Q: 3 clusters Score -1211462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1211475.875000 Penalty: 910.677246
	Iteration 38Q: 3 clusters Score -1211476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1211478.875000 Penalty: 910.677246
	Iteration 39Q: 3 clusters Score -1211479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1211491.250000 Penalty: 910.677246
	Iteration 40F: 3 clusters Score -1211491 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1211499.375000 Penalty: 910.677246
	Iteration 41Q: 3 clusters Score -1211499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1211511.875000 Penalty: 910.677246
	Iteration 42Q: 3 clusters Score -1211512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1211517.250000 Penalty: 910.677246
	Iteration 43Q: 3 clusters Score -1211517 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1211530.375000 Penalty: 910.677246
	Iteration 44Q: 3 clusters Score -1211530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1211538.750000 Penalty: 910.677246
	Iteration 45Q: 3 clusters Score -1211539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1211550.875000 Penalty: 910.677246
	Iteration 46Q: 3 clusters Score -1211551 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1211558.625000 Penalty: 910.677246
	Iteration 47Q: 3 clusters Score -1211559 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1211568.000000 Penalty: 910.677246
	Iteration 48Q: 3 clusters Score -1211568 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1211585.750000 Penalty: 910.677246
	Iteration 49Q: 3 clusters Score -1211586 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1211605.500000 Penalty: 910.677246
	Iteration 50Q: 3 clusters Score -1211606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1211613.500000 Penalty: 910.677246
	Iteration 51Q: 3 clusters Score -1211614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1211622.875000 Penalty: 910.677246
	Iteration 52Q: 3 clusters Score -1211623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1211636.250000 Penalty: 910.677246
	Iteration 53Q: 3 clusters Score -1211636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1211651.500000 Penalty: 910.677246
	Iteration 54Q: 3 clusters Score -1211652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1211661.750000 Penalty: 910.677246
	Iteration 55Q: 3 clusters Score -1211662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1211671.750000 Penalty: 910.677246
	Iteration 56Q: 3 clusters Score -1211672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1211681.375000 Penalty: 910.677246
	Iteration 57Q: 3 clusters Score -1211681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1211688.375000 Penalty: 910.677246
	Iteration 58Q: 3 clusters Score -1211688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1211692.125000 Penalty: 910.677246
	Iteration 59Q: 3 clusters Score -1211692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1211699.500000 Penalty: 910.677246
	Iteration 60F: 3 clusters Score -1211700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1211706.625000 Penalty: 910.677246
	Iteration 61Q: 3 clusters Score -1211707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1211712.250000 Penalty: 910.677246
	Iteration 62Q: 3 clusters Score -1211712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1211720.625000 Penalty: 910.677246
	Iteration 63Q: 3 clusters Score -1211721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1211721.000000 Penalty: 910.677246
	Iteration 64Q: 3 clusters Score -1211721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1211726.000000 Penalty: 910.677246
	Iteration 65Q: 3 clusters Score -1211726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1211731.125000 Penalty: 910.677246
	Iteration 66Q: 3 clusters Score -1211731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1211740.000000 Penalty: 910.677246
	Iteration 67Q: 3 clusters Score -1211740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1211752.750000 Penalty: 910.677246
	Iteration 68Q: 3 clusters Score -1211753 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1211769.000000 Penalty: 910.677246
	Iteration 69Q: 3 clusters Score -1211769 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1211781.625000 Penalty: 910.677246
	Iteration 70Q: 3 clusters Score -1211782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1211795.250000 Penalty: 910.677246
	Iteration 71Q: 3 clusters Score -1211795 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1211810.875000 Penalty: 910.677246
	Iteration 72Q: 3 clusters Score -1211811 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1211823.000000 Penalty: 910.677246
	Iteration 73Q: 3 clusters Score -1211823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1211834.375000 Penalty: 910.677246
	Iteration 74Q: 3 clusters Score -1211834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1211847.750000 Penalty: 910.677246
	Iteration 75Q: 3 clusters Score -1211848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1211866.125000 Penalty: 910.677246
	Iteration 76Q: 3 clusters Score -1211866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1211893.875000 Penalty: 910.677246
	Iteration 77Q: 3 clusters Score -1211894 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1211918.375000 Penalty: 910.677246
	Iteration 78Q: 3 clusters Score -1211918 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1211952.500000 Penalty: 910.677246
	Iteration 79Q: 3 clusters Score -1211952 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1211971.875000 Penalty: 910.677246
	Iteration 80F: 3 clusters Score -1211972 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1211988.750000 Penalty: 910.677246
	Iteration 81Q: 3 clusters Score -1211989 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1212009.250000 Penalty: 910.677246
	Iteration 82Q: 3 clusters Score -1212009 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1212020.625000 Penalty: 910.677246
	Iteration 83Q: 3 clusters Score -1212021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1212034.500000 Penalty: 910.677246
	Iteration 84Q: 3 clusters Score -1212034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1212050.375000 Penalty: 910.677246
	Iteration 85Q: 3 clusters Score -1212050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1212056.125000 Penalty: 910.677246
	Iteration 86Q: 3 clusters Score -1212056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1212067.125000 Penalty: 910.677246
	Iteration 87Q: 3 clusters Score -1212067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1212079.750000 Penalty: 910.677246
	Iteration 88Q: 3 clusters Score -1212080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1212090.250000 Penalty: 910.677246
	Iteration 89Q: 3 clusters Score -1212090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1212101.250000 Penalty: 910.677246
	Iteration 90Q: 3 clusters Score -1212101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1212117.250000 Penalty: 910.677246
	Iteration 91Q: 3 clusters Score -1212117 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1212136.625000 Penalty: 910.677246
	Iteration 92Q: 3 clusters Score -1212137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1212149.000000 Penalty: 910.677246
	Iteration 93Q: 3 clusters Score -1212149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1212157.125000 Penalty: 910.677246
	Iteration 94Q: 3 clusters Score -1212157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1212165.000000 Penalty: 910.677246
	Iteration 95Q: 3 clusters Score -1212165 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1212176.625000 Penalty: 910.677246
	Iteration 96Q: 3 clusters Score -1212177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1212187.125000 Penalty: 910.677246
	Iteration 97Q: 3 clusters Score -1212187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1212193.375000 Penalty: 910.677246
	Iteration 98Q: 3 clusters Score -1212193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1212205.875000 Penalty: 910.677246
	Iteration 99Q: 3 clusters Score -1212206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1212213.625000 Penalty: 910.677246
	Iteration 100F: 3 clusters Score -1212214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1212218.875000 Penalty: 910.677246
	Iteration 101Q: 3 clusters Score -1212219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1212231.875000 Penalty: 910.677246
	Iteration 102Q: 3 clusters Score -1212232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1212246.625000 Penalty: 910.677246
	Iteration 103Q: 3 clusters Score -1212247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1212256.125000 Penalty: 910.677246
	Iteration 104Q: 3 clusters Score -1212256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1212266.125000 Penalty: 910.677246
	Iteration 105Q: 3 clusters Score -1212266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1212269.000000 Penalty: 910.677246
	Iteration 106Q: 3 clusters Score -1212269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1212272.750000 Penalty: 910.677246
	Iteration 107Q: 3 clusters Score -1212273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1212280.375000 Penalty: 910.677246
	Iteration 108Q: 3 clusters Score -1212280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1212281.875000 Penalty: 910.677246
	Iteration 109Q: 3 clusters Score -1212282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1212285.125000 Penalty: 910.677246
	Iteration 110Q: 3 clusters Score -1212285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1212286.500000 Penalty: 910.677246
	Iteration 111Q: 3 clusters Score -1212286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1212286.000000 Penalty: 910.677246
	Iteration 112Q: 3 clusters Score -1212286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1212287.375000 Penalty: 910.677246
	Iteration 113Q: 3 clusters Score -1212287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1212286.375000 Penalty: 910.677246
	Iteration 114Q: 3 clusters Score -1212286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1212286.625000 Penalty: 910.677246
	Iteration 115Q: 3 clusters Score -1212287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1212287.375000 Penalty: 910.677246
	Iteration 116Q: 3 clusters Score -1212287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1212286.625000 Penalty: 910.677246
	Iteration 117Q: 3 clusters Score -1212287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1212286.625000 Penalty: 910.677246
	Iteration 118Q: 3 clusters Score -1212287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1212286.625000 Penalty: 910.677246
	Iteration 119F: 3 clusters Score -1212287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (166951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166951 members 
Entering Unmasked Estep 
Score: -8865400.000000 Penalty: 547.158203
	Iteration 0F: 2 clusters Score -8865400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -8773130.000000 Penalty: 1094.316406
	Iteration 0F: 3 clusters Score -8773130 nChanged 81861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -8823454.000000 Penalty: 1094.316406
	Iteration 1F: 3 clusters Score -8823454 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76759 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -8826448.000000 Penalty: 1094.316406
	Iteration 2Q: 3 clusters Score -8826448 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -8831570.000000 Penalty: 1094.316406
	Iteration 3F: 3 clusters Score -8831570 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76244 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -8838737.000000 Penalty: 1094.316406
	Iteration 4F: 3 clusters Score -8838737 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -8846575.000000 Penalty: 1094.316406
	Iteration 5F: 3 clusters Score -8846575 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -8853496.000000 Penalty: 1094.316406
	Iteration 6F: 3 clusters Score -8853496 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -8857673.000000 Penalty: 1094.316406
	Iteration 7F: 3 clusters Score -8857673 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -8859583.000000 Penalty: 1094.316406
	Iteration 8Q: 3 clusters Score -8859583 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -8860019.000000 Penalty: 1094.316406
	Iteration 9Q: 3 clusters Score -8860019 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -8859874.000000 Penalty: 1094.316406
	Iteration 10Q: 3 clusters Score -8859874 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104753 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -8859468.000000 Penalty: 1094.316406
	Iteration 11Q: 3 clusters Score -8859468 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -8859404.000000 Penalty: 1094.316406
	Iteration 12F: 3 clusters Score -8859404 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123756 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -8859895.000000 Penalty: 1094.316406
	Iteration 13F: 3 clusters Score -8859895 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133522 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -8861616.000000 Penalty: 1094.316406
	Iteration 14F: 3 clusters Score -8861616 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142314 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -8864788.000000 Penalty: 1094.316406
	Iteration 15F: 3 clusters Score -8864788 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148368 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -8866141.000000 Penalty: 1094.316406
	Iteration 16Q: 3 clusters Score -8866141 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152405 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -8868327.000000 Penalty: 1094.316406
	Iteration 17Q: 3 clusters Score -8868327 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155482 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -8869455.000000 Penalty: 1094.316406
	Iteration 18Q: 3 clusters Score -8869455 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157929 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -8869502.000000 Penalty: 1094.316406
	Iteration 19Q: 3 clusters Score -8869502 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -8869158.000000 Penalty: 1094.316406
	Iteration 20F: 3 clusters Score -8869158 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161615 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -8868460.000000 Penalty: 1094.316406
	Iteration 21Q: 3 clusters Score -8868460 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162973 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -8867750.000000 Penalty: 1094.316406
	Iteration 22Q: 3 clusters Score -8867750 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164051 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8867129.000000 Penalty: 1094.316406
	Iteration 23Q: 3 clusters Score -8867129 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164822 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8866609.000000 Penalty: 1094.316406
	Iteration 24Q: 3 clusters Score -8866609 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165394 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8866153.000000 Penalty: 1094.316406
	Iteration 25Q: 3 clusters Score -8866153 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165780 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8865850.000000 Penalty: 1094.316406
	Iteration 26Q: 3 clusters Score -8865850 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166076 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8865651.000000 Penalty: 1094.316406
	Iteration 27Q: 3 clusters Score -8865651 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166295 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8865478.000000 Penalty: 1094.316406
	Iteration 28Q: 3 clusters Score -8865478 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166425 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8865359.000000 Penalty: 1094.316406
	Iteration 29Q: 3 clusters Score -8865359 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166539 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8865266.000000 Penalty: 1094.316406
	Iteration 30Q: 3 clusters Score -8865266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166628 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8865216.000000 Penalty: 1094.316406
	Iteration 31Q: 3 clusters Score -8865216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166696 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8865139.000000 Penalty: 1094.316406
	Iteration 32Q: 3 clusters Score -8865139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166739 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8865095.000000 Penalty: 1094.316406
	Iteration 33Q: 3 clusters Score -8865095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166767 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8865081.000000 Penalty: 1094.316406
	Iteration 34Q: 3 clusters Score -8865081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166792 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8865074.000000 Penalty: 1094.316406
	Iteration 35Q: 3 clusters Score -8865074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166807 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8865074.000000 Penalty: 1094.316406
	Iteration 36Q: 3 clusters Score -8865074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166819 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8865063.000000 Penalty: 1094.316406
	Iteration 37Q: 3 clusters Score -8865063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166829 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8865069.000000 Penalty: 1094.316406
	Iteration 38Q: 3 clusters Score -8865069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166833 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8865066.000000 Penalty: 1094.316406
	Iteration 39Q: 3 clusters Score -8865066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166841 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8865072.000000 Penalty: 1094.316406
	Iteration 40F: 3 clusters Score -8865072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166846 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8865069.000000 Penalty: 1094.316406
	Iteration 41Q: 3 clusters Score -8865069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166850 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8865072.000000 Penalty: 1094.316406
	Iteration 42Q: 3 clusters Score -8865072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166853 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8865066.000000 Penalty: 1094.316406
	Iteration 43Q: 3 clusters Score -8865066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166853 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8865067.000000 Penalty: 1094.316406
	Iteration 44Q: 3 clusters Score -8865067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166856 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8865058.000000 Penalty: 1094.316406
	Iteration 45Q: 3 clusters Score -8865058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8865059.000000 Penalty: 1094.316406
	Iteration 46Q: 3 clusters Score -8865059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166859 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8865061.000000 Penalty: 1094.316406
	Iteration 47Q: 3 clusters Score -8865061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8865066.000000 Penalty: 1094.316406
	Iteration 48Q: 3 clusters Score -8865066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166857 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8865064.000000 Penalty: 1094.316406
	Iteration 49Q: 3 clusters Score -8865064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166857 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8865064.000000 Penalty: 1094.316406
	Iteration 50F: 3 clusters Score -8865064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (45423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Entering Unmasked Estep 
Score: -2513901.500000 Penalty: 487.931702
	Iteration 0F: 2 clusters Score -2513902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2483423.000000 Penalty: 975.863403
	Iteration 0F: 3 clusters Score -2483423 nChanged 22009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2497097.000000 Penalty: 975.863403
	Iteration 1F: 3 clusters Score -2497097 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2498681.250000 Penalty: 975.863403
	Iteration 2F: 3 clusters Score -2498681 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2501414.000000 Penalty: 975.863403
	Iteration 3F: 3 clusters Score -2501414 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2505535.500000 Penalty: 975.863403
	Iteration 4F: 3 clusters Score -2505536 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2509768.750000 Penalty: 975.863403
	Iteration 5F: 3 clusters Score -2509769 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2512309.250000 Penalty: 975.863403
	Iteration 6F: 3 clusters Score -2512309 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2513182.750000 Penalty: 975.863403
	Iteration 7Q: 3 clusters Score -2513183 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2513368.500000 Penalty: 975.863403
	Iteration 8Q: 3 clusters Score -2513368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2513429.750000 Penalty: 975.863403
	Iteration 9Q: 3 clusters Score -2513430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2513446.500000 Penalty: 975.863403
	Iteration 10Q: 3 clusters Score -2513446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2513458.000000 Penalty: 975.863403
	Iteration 11Q: 3 clusters Score -2513458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2513470.250000 Penalty: 975.863403
	Iteration 12Q: 3 clusters Score -2513470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2513478.000000 Penalty: 975.863403
	Iteration 13Q: 3 clusters Score -2513478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2513480.750000 Penalty: 975.863403
	Iteration 14Q: 3 clusters Score -2513481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2513480.750000 Penalty: 975.863403
	Iteration 15Q: 3 clusters Score -2513481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2513480.750000 Penalty: 975.863403
	Iteration 16F: 3 clusters Score -2513481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Entering Unmasked Estep 
Score: -902262.750000 Penalty: 445.769257
	Iteration 0F: 2 clusters Score -902262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -890282.625000 Penalty: 891.538513
	Iteration 0F: 3 clusters Score -890282.6 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -895374.375000 Penalty: 891.538513
	Iteration 1F: 3 clusters Score -895374.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -895846.312500 Penalty: 891.538513
	Iteration 2F: 3 clusters Score -895846.3 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -896569.562500 Penalty: 891.538513
	Iteration 3F: 3 clusters Score -896569.6 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -897708.625000 Penalty: 891.538513
	Iteration 4F: 3 clusters Score -897708.6 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -898906.937500 Penalty: 891.538513
	Iteration 5F: 3 clusters Score -898906.9 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -899838.812500 Penalty: 891.538513
	Iteration 6F: 3 clusters Score -899838.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -900382.000000 Penalty: 891.538513
	Iteration 7Q: 3 clusters Score -900382 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -900677.312500 Penalty: 891.538513
	Iteration 8Q: 3 clusters Score -900677.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -900855.312500 Penalty: 891.538513
	Iteration 9Q: 3 clusters Score -900855.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -900990.437500 Penalty: 891.538513
	Iteration 10Q: 3 clusters Score -900990.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -901097.125000 Penalty: 891.538513
	Iteration 11Q: 3 clusters Score -901097.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -901186.562500 Penalty: 891.538513
	Iteration 12Q: 3 clusters Score -901186.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -901266.500000 Penalty: 891.538513
	Iteration 13Q: 3 clusters Score -901266.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -901350.750000 Penalty: 891.538513
	Iteration 14Q: 3 clusters Score -901350.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -901429.750000 Penalty: 891.538513
	Iteration 15Q: 3 clusters Score -901429.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -901489.562500 Penalty: 891.538513
	Iteration 16Q: 3 clusters Score -901489.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -901545.062500 Penalty: 891.538513
	Iteration 17Q: 3 clusters Score -901545.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -901586.812500 Penalty: 891.538513
	Iteration 18Q: 3 clusters Score -901586.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -901619.500000 Penalty: 891.538513
	Iteration 19Q: 3 clusters Score -901619.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -901651.750000 Penalty: 891.538513
	Iteration 20F: 3 clusters Score -901651.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -901687.500000 Penalty: 891.538513
	Iteration 21Q: 3 clusters Score -901687.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -901705.625000 Penalty: 891.538513
	Iteration 22Q: 3 clusters Score -901705.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -901724.687500 Penalty: 891.538513
	Iteration 23Q: 3 clusters Score -901724.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -901734.875000 Penalty: 891.538513
	Iteration 24Q: 3 clusters Score -901734.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -901745.625000 Penalty: 891.538513
	Iteration 25Q: 3 clusters Score -901745.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -901755.812500 Penalty: 891.538513
	Iteration 26Q: 3 clusters Score -901755.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -901763.687500 Penalty: 891.538513
	Iteration 27Q: 3 clusters Score -901763.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -901775.250000 Penalty: 891.538513
	Iteration 28Q: 3 clusters Score -901775.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -901786.062500 Penalty: 891.538513
	Iteration 29Q: 3 clusters Score -901786.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -901795.812500 Penalty: 891.538513
	Iteration 30Q: 3 clusters Score -901795.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -901801.687500 Penalty: 891.538513
	Iteration 31Q: 3 clusters Score -901801.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -901811.937500 Penalty: 891.538513
	Iteration 32Q: 3 clusters Score -901811.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -901821.437500 Penalty: 891.538513
	Iteration 33Q: 3 clusters Score -901821.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -901829.375000 Penalty: 891.538513
	Iteration 34Q: 3 clusters Score -901829.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -901833.500000 Penalty: 891.538513
	Iteration 35Q: 3 clusters Score -901833.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -901839.062500 Penalty: 891.538513
	Iteration 36Q: 3 clusters Score -901839.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -901842.750000 Penalty: 891.538513
	Iteration 37Q: 3 clusters Score -901842.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -901850.000000 Penalty: 891.538513
	Iteration 38Q: 3 clusters Score -901850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -901858.875000 Penalty: 891.538513
	Iteration 39Q: 3 clusters Score -901858.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -901865.875000 Penalty: 891.538513
	Iteration 40F: 3 clusters Score -901865.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -901872.812500 Penalty: 891.538513
	Iteration 41Q: 3 clusters Score -901872.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -901876.437500 Penalty: 891.538513
	Iteration 42Q: 3 clusters Score -901876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -901882.000000 Penalty: 891.538513
	Iteration 43Q: 3 clusters Score -901882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -901887.500000 Penalty: 891.538513
	Iteration 44Q: 3 clusters Score -901887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -901890.312500 Penalty: 891.538513
	Iteration 45Q: 3 clusters Score -901890.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -901897.187500 Penalty: 891.538513
	Iteration 46Q: 3 clusters Score -901897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -901898.312500 Penalty: 891.538513
	Iteration 47Q: 3 clusters Score -901898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -901899.312500 Penalty: 891.538513
	Iteration 48Q: 3 clusters Score -901899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -901903.125000 Penalty: 891.538513
	Iteration 49Q: 3 clusters Score -901903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -901904.500000 Penalty: 891.538513
	Iteration 50Q: 3 clusters Score -901904.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -901904.625000 Penalty: 891.538513
	Iteration 51Q: 3 clusters Score -901904.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -901908.625000 Penalty: 891.538513
	Iteration 52Q: 3 clusters Score -901908.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -901913.500000 Penalty: 891.538513
	Iteration 53Q: 3 clusters Score -901913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -901917.375000 Penalty: 891.538513
	Iteration 54Q: 3 clusters Score -901917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -901921.437500 Penalty: 891.538513
	Iteration 55Q: 3 clusters Score -901921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -901924.687500 Penalty: 891.538513
	Iteration 56Q: 3 clusters Score -901924.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -901926.062500 Penalty: 891.538513
	Iteration 57Q: 3 clusters Score -901926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -901928.812500 Penalty: 891.538513
	Iteration 58Q: 3 clusters Score -901928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -901929.937500 Penalty: 891.538513
	Iteration 59Q: 3 clusters Score -901929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -901932.312500 Penalty: 891.538513
	Iteration 60F: 3 clusters Score -901932.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (4030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Entering Unmasked Estep 
Score: -224261.046875 Penalty: 377.719208
	Iteration 0F: 2 clusters Score -224261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -221534.031250 Penalty: 755.438416
	Iteration 0F: 3 clusters Score -221534 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -222512.046875 Penalty: 755.438416
	Iteration 1F: 3 clusters Score -222512 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -222642.015625 Penalty: 755.438416
	Iteration 2F: 3 clusters Score -222642 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -222796.312500 Penalty: 755.438416
	Iteration 3F: 3 clusters Score -222796.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -222987.296875 Penalty: 755.438416
	Iteration 4F: 3 clusters Score -222987.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -223236.828125 Penalty: 755.438416
	Iteration 5F: 3 clusters Score -223236.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -223480.281250 Penalty: 755.438416
	Iteration 6F: 3 clusters Score -223480.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -223654.625000 Penalty: 755.438416
	Iteration 7Q: 3 clusters Score -223654.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -223769.281250 Penalty: 755.438416
	Iteration 8Q: 3 clusters Score -223769.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -223824.500000 Penalty: 755.438416
	Iteration 9Q: 3 clusters Score -223824.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -223847.531250 Penalty: 755.438416
	Iteration 10Q: 3 clusters Score -223847.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -223873.718750 Penalty: 755.438416
	Iteration 11Q: 3 clusters Score -223873.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -223893.453125 Penalty: 755.438416
	Iteration 12Q: 3 clusters Score -223893.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -223904.312500 Penalty: 755.438416
	Iteration 13Q: 3 clusters Score -223904.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -223910.015625 Penalty: 755.438416
	Iteration 14Q: 3 clusters Score -223910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -223914.968750 Penalty: 755.438416
	Iteration 15Q: 3 clusters Score -223915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -223918.828125 Penalty: 755.438416
	Iteration 16Q: 3 clusters Score -223918.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -223924.046875 Penalty: 755.438416
	Iteration 17Q: 3 clusters Score -223924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -223930.046875 Penalty: 755.438416
	Iteration 18Q: 3 clusters Score -223930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -223934.968750 Penalty: 755.438416
	Iteration 19Q: 3 clusters Score -223935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -223936.312500 Penalty: 755.438416
	Iteration 20F: 3 clusters Score -223936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -223936.703125 Penalty: 755.438416
	Iteration 21Q: 3 clusters Score -223936.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -223936.703125 Penalty: 755.438416
	Iteration 22F: 3 clusters Score -223936.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -42323.191406 Penalty: 302.528778
	Iteration 0F: 2 clusters Score -42323.19 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 408 members 
Entering Unmasked Estep 
Score: -41653.925781 Penalty: 605.057556
	Iteration 0F: 3 clusters Score -41653.93 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -41823.941406 Penalty: 605.057556
	Iteration 1F: 3 clusters Score -41823.94 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -41860.042969 Penalty: 605.057556
	Iteration 2F: 3 clusters Score -41860.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -41887.093750 Penalty: 605.057556
	Iteration 3F: 3 clusters Score -41887.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -41910.089844 Penalty: 605.057556
	Iteration 4Q: 3 clusters Score -41910.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -41930.394531 Penalty: 605.057556
	Iteration 5Q: 3 clusters Score -41930.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -41947.050781 Penalty: 605.057556
	Iteration 6Q: 3 clusters Score -41947.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -41967.886719 Penalty: 605.057556
	Iteration 7Q: 3 clusters Score -41967.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -41979.156250 Penalty: 605.057556
	Iteration 8Q: 3 clusters Score -41979.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -41993.695312 Penalty: 605.057556
	Iteration 9Q: 3 clusters Score -41993.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -42011.460938 Penalty: 605.057556
	Iteration 10Q: 3 clusters Score -42011.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -42029.722656 Penalty: 605.057556
	Iteration 11Q: 3 clusters Score -42029.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -42038.343750 Penalty: 605.057556
	Iteration 12Q: 3 clusters Score -42038.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -42041.644531 Penalty: 605.057556
	Iteration 13Q: 3 clusters Score -42041.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -42046.234375 Penalty: 605.057556
	Iteration 14Q: 3 clusters Score -42046.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -42050.093750 Penalty: 605.057556
	Iteration 15Q: 3 clusters Score -42050.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -42051.582031 Penalty: 605.057556
	Iteration 16Q: 3 clusters Score -42051.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -42052.484375 Penalty: 605.057556
	Iteration 17Q: 3 clusters Score -42052.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -42053.425781 Penalty: 605.057556
	Iteration 18Q: 3 clusters Score -42053.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -42054.839844 Penalty: 605.057556
	Iteration 19Q: 3 clusters Score -42054.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -42058.960938 Penalty: 605.057556
	Iteration 20F: 3 clusters Score -42058.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -42063.125000 Penalty: 605.057556
	Iteration 21Q: 3 clusters Score -42063.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -42069.488281 Penalty: 605.057556
	Iteration 22Q: 3 clusters Score -42069.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -42072.175781 Penalty: 605.057556
	Iteration 23Q: 3 clusters Score -42072.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -42073.019531 Penalty: 605.057556
	Iteration 24Q: 3 clusters Score -42073.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -42074.222656 Penalty: 605.057556
	Iteration 25Q: 3 clusters Score -42074.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -42074.222656 Penalty: 605.057556
	Iteration 26F: 3 clusters Score -42074.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Entering Unmasked Estep 
Score: -481691.250000 Penalty: 413.691467
	Iteration 0F: 2 clusters Score -481691.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -475702.437500 Penalty: 827.382935
	Iteration 0F: 3 clusters Score -475702.4 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -478158.000000 Penalty: 827.382935
	Iteration 1F: 3 clusters Score -478158 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -478313.593750 Penalty: 827.382935
	Iteration 2Q: 3 clusters Score -478313.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -478501.062500 Penalty: 827.382935
	Iteration 3Q: 3 clusters Score -478501.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -478719.437500 Penalty: 827.382935
	Iteration 4Q: 3 clusters Score -478719.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -479007.406250 Penalty: 827.382935
	Iteration 5F: 3 clusters Score -479007.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -479332.968750 Penalty: 827.382935
	Iteration 6F: 3 clusters Score -479333 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -479660.750000 Penalty: 827.382935
	Iteration 7F: 3 clusters Score -479660.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -479954.062500 Penalty: 827.382935
	Iteration 8Q: 3 clusters Score -479954.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -480201.000000 Penalty: 827.382935
	Iteration 9Q: 3 clusters Score -480201 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -480406.218750 Penalty: 827.382935
	Iteration 10Q: 3 clusters Score -480406.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -480585.843750 Penalty: 827.382935
	Iteration 11Q: 3 clusters Score -480585.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -480721.062500 Penalty: 827.382935
	Iteration 12Q: 3 clusters Score -480721.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -480843.843750 Penalty: 827.382935
	Iteration 13Q: 3 clusters Score -480843.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -480955.781250 Penalty: 827.382935
	Iteration 14Q: 3 clusters Score -480955.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -481057.687500 Penalty: 827.382935
	Iteration 15Q: 3 clusters Score -481057.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -481131.281250 Penalty: 827.382935
	Iteration 16Q: 3 clusters Score -481131.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -481193.406250 Penalty: 827.382935
	Iteration 17Q: 3 clusters Score -481193.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -481241.812500 Penalty: 827.382935
	Iteration 18Q: 3 clusters Score -481241.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -481263.718750 Penalty: 827.382935
	Iteration 19Q: 3 clusters Score -481263.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -481278.156250 Penalty: 827.382935
	Iteration 20F: 3 clusters Score -481278.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -481290.250000 Penalty: 827.382935
	Iteration 21Q: 3 clusters Score -481290.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -481298.093750 Penalty: 827.382935
	Iteration 22Q: 3 clusters Score -481298.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -481305.562500 Penalty: 827.382935
	Iteration 23Q: 3 clusters Score -481305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -481312.062500 Penalty: 827.382935
	Iteration 24Q: 3 clusters Score -481312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -481313.187500 Penalty: 827.382935
	Iteration 25Q: 3 clusters Score -481313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -481313.250000 Penalty: 827.382935
	Iteration 26Q: 3 clusters Score -481313.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -481313.250000 Penalty: 827.382935
	Iteration 27F: 3 clusters Score -481313.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 49321 members 
Mstep: Class 3 contains 93338 members 
Mstep: Class 4 contains 102115 members 
Mstep: Class 5 contains 5595 members 
Mstep: Class 6 contains 9962 members 
Mstep: Class 7 contains 86717 members 
Mstep: Class 8 contains 8694 members 
Mstep: Class 9 contains 80126 members 
Mstep: Class 10 contains 49564 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 77827 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 2831 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 86401 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 18635 members 
Mstep: Class 20 contains 3614 members 
Mstep: Class 21 contains 20336 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 8258 members 
Mstep: Class 24 contains 24487 members 
Mstep: Class 25 contains 85372 members 
Mstep: Class 26 contains 1491 members 
Mstep: Class 27 contains 164211 members 
Mstep: Class 28 contains 138128 members 
Mstep: Class 29 contains 62987 members 
Mstep: Class 30 contains 1487 members 
Mstep: Class 31 contains 102291 members 
Mstep: Class 32 contains 67718 members 
Mstep: Class 33 contains 102 members 
Mstep: Class 34 contains 22191 members 
Mstep: Class 35 contains 166951 members 
Mstep: Class 36 contains 45423 members 
Mstep: Class 37 contains 17982 members 
Mstep: Class 38 contains 4030 members 
Mstep: Class 39 contains 772 members 
Mstep: Class 40 contains 8885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87382888.000000 Penalty: 28102.771484
Iteration 159Q: 44 clusters Score -8.738289e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 49072 members 
Mstep: Class 3 contains 93158 members 
Mstep: Class 4 contains 102335 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 9935 members 
Mstep: Class 7 contains 86582 members 
Mstep: Class 8 contains 8699 members 
Mstep: Class 9 contains 79875 members 
Mstep: Class 10 contains 50209 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 76961 members 
Mstep: Class 13 contains 1263 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 14940 members 
Mstep: Class 16 contains 86196 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 18722 members 
Mstep: Class 20 contains 3618 members 
Mstep: Class 21 contains 20360 members 
Mstep: Class 22 contains 5333 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 24365 members 
Mstep: Class 25 contains 85858 members 
Mstep: Class 26 contains 1517 members 
Mstep: Class 27 contains 164157 members 
Mstep: Class 28 contains 138467 members 
Mstep: Class 29 contains 63009 members 
Mstep: Class 30 contains 1484 members 
Mstep: Class 31 contains 102003 members 
Mstep: Class 32 contains 68177 members 
Mstep: Class 33 contains 102 members 
Mstep: Class 34 contains 22205 members 
Mstep: Class 35 contains 166975 members 
Mstep: Class 36 contains 45741 members 
Mstep: Class 37 contains 18021 members 
Mstep: Class 38 contains 4037 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8899 members 
Mstep: Class 41 contains 17697 members 
Mstep: Class 42 contains 25357 members 
Mstep: Class 43 contains 3425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87384896.000000 Penalty: 28102.771484
Iteration 160F: 44 clusters Score -8.73849e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 48750 members 
Mstep: Class 3 contains 92973 members 
Mstep: Class 4 contains 102294 members 
Mstep: Class 5 contains 5562 members 
Mstep: Class 6 contains 9909 members 
Mstep: Class 7 contains 86604 members 
Mstep: Class 8 contains 8698 members 
Mstep: Class 9 contains 79691 members 
Mstep: Class 10 contains 50770 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 76098 members 
Mstep: Class 13 contains 1223 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 14986 members 
Mstep: Class 16 contains 85960 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 18782 members 
Mstep: Class 20 contains 3622 members 
Mstep: Class 21 contains 20387 members 
Mstep: Class 22 contains 5375 members 
Mstep: Class 23 contains 8359 members 
Mstep: Class 24 contains 24155 members 
Mstep: Class 25 contains 86090 members 
Mstep: Class 26 contains 1546 members 
Mstep: Class 27 contains 163953 members 
Mstep: Class 28 contains 138763 members 
Mstep: Class 29 contains 63016 members 
Mstep: Class 30 contains 1483 members 
Mstep: Class 31 contains 101693 members 
Mstep: Class 32 contains 68345 members 
Mstep: Class 33 contains 102 members 
Mstep: Class 34 contains 22227 members 
Mstep: Class 35 contains 166981 members 
Mstep: Class 36 contains 46036 members 
Mstep: Class 37 contains 17990 members 
Mstep: Class 38 contains 4120 members 
Mstep: Class 39 contains 778 members 
Mstep: Class 40 contains 8862 members 
Mstep: Class 41 contains 17781 members 
Mstep: Class 42 contains 26230 members 
Mstep: Class 43 contains 3474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385864.000000 Penalty: 28102.771484
Iteration 161Q: 44 clusters Score -8.738586e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 48455 members 
Mstep: Class 3 contains 92789 members 
Mstep: Class 4 contains 102256 members 
Mstep: Class 5 contains 5541 members 
Mstep: Class 6 contains 9865 members 
Mstep: Class 7 contains 86832 members 
Mstep: Class 8 contains 8690 members 
Mstep: Class 9 contains 79496 members 
Mstep: Class 10 contains 51353 members 
Mstep: Class 11 contains 4311 members 
Mstep: Class 12 contains 75242 members 
Mstep: Class 13 contains 1193 members 
Mstep: Class 14 contains 2839 members 
Mstep: Class 15 contains 15024 members 
Mstep: Class 16 contains 85728 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 18810 members 
Mstep: Class 20 contains 3623 members 
Mstep: Class 21 contains 20410 members 
Mstep: Class 22 contains 5431 members 
Mstep: Class 23 contains 8423 members 
Mstep: Class 24 contains 23955 members 
Mstep: Class 25 contains 86283 members 
Mstep: Class 26 contains 1565 members 
Mstep: Class 27 contains 163788 members 
Mstep: Class 28 contains 139122 members 
Mstep: Class 29 contains 63019 members 
Mstep: Class 30 contains 1483 members 
Mstep: Class 31 contains 101392 members 
Mstep: Class 32 contains 68531 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 22240 members 
Mstep: Class 35 contains 166979 members 
Mstep: Class 36 contains 46342 members 
Mstep: Class 37 contains 17994 members 
Mstep: Class 38 contains 4184 members 
Mstep: Class 39 contains 782 members 
Mstep: Class 40 contains 8826 members 
Mstep: Class 41 contains 17834 members 
Mstep: Class 42 contains 26784 members 
Mstep: Class 43 contains 3507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87387320.000000 Penalty: 28102.771484
Iteration 162Q: 44 clusters Score -8.738732e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 48187 members 
Mstep: Class 3 contains 92621 members 
Mstep: Class 4 contains 102202 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 9812 members 
Mstep: Class 7 contains 87132 members 
Mstep: Class 8 contains 8686 members 
Mstep: Class 9 contains 79280 members 
Mstep: Class 10 contains 51929 members 
Mstep: Class 11 contains 4394 members 
Mstep: Class 12 contains 74462 members 
Mstep: Class 13 contains 1169 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 15055 members 
Mstep: Class 16 contains 85457 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 18787 members 
Mstep: Class 20 contains 3627 members 
Mstep: Class 21 contains 20431 members 
Mstep: Class 22 contains 5502 members 
Mstep: Class 23 contains 8510 members 
Mstep: Class 24 contains 23728 members 
Mstep: Class 25 contains 86483 members 
Mstep: Class 26 contains 1576 members 
Mstep: Class 27 contains 163626 members 
Mstep: Class 28 contains 139595 members 
Mstep: Class 29 contains 63052 members 
Mstep: Class 30 contains 1483 members 
Mstep: Class 31 contains 101025 members 
Mstep: Class 32 contains 68755 members 
Mstep: Class 33 contains 102 members 
Mstep: Class 34 contains 22256 members 
Mstep: Class 35 contains 166968 members 
Mstep: Class 36 contains 46616 members 
Mstep: Class 37 contains 17994 members 
Mstep: Class 38 contains 4262 members 
Mstep: Class 39 contains 787 members 
Mstep: Class 40 contains 8800 members 
Mstep: Class 41 contains 17874 members 
Mstep: Class 42 contains 27174 members 
Mstep: Class 43 contains 3541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87388960.000000 Penalty: 28102.771484
Iteration 163Q: 44 clusters Score -8.738896e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 47929 members 
Mstep: Class 3 contains 92461 members 
Mstep: Class 4 contains 102138 members 
Mstep: Class 5 contains 5469 members 
Mstep: Class 6 contains 9725 members 
Mstep: Class 7 contains 87451 members 
Mstep: Class 8 contains 8687 members 
Mstep: Class 9 contains 79071 members 
Mstep: Class 10 contains 52473 members 
Mstep: Class 11 contains 4468 members 
Mstep: Class 12 contains 73689 members 
Mstep: Class 13 contains 1155 members 
Mstep: Class 14 contains 2846 members 
Mstep: Class 15 contains 15079 members 
Mstep: Class 16 contains 85176 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 732 members 
Mstep: Class 19 contains 18744 members 
Mstep: Class 20 contains 3636 members 
Mstep: Class 21 contains 20442 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 8618 members 
Mstep: Class 24 contains 23511 members 
Mstep: Class 25 contains 86671 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 163488 members 
Mstep: Class 28 contains 140209 members 
Mstep: Class 29 contains 63073 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 100622 members 
Mstep: Class 32 contains 68893 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 22289 members 
Mstep: Class 35 contains 166895 members 
Mstep: Class 36 contains 46922 members 
Mstep: Class 37 contains 17993 members 
Mstep: Class 38 contains 4342 members 
Mstep: Class 39 contains 792 members 
Mstep: Class 40 contains 8777 members 
Mstep: Class 41 contains 17918 members 
Mstep: Class 42 contains 27558 members 
Mstep: Class 43 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87390120.000000 Penalty: 28102.771484
Iteration 164Q: 44 clusters Score -8.739012e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 47633 members 
Mstep: Class 3 contains 92286 members 
Mstep: Class 4 contains 102026 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 9614 members 
Mstep: Class 7 contains 87757 members 
Mstep: Class 8 contains 8690 members 
Mstep: Class 9 contains 78832 members 
Mstep: Class 10 contains 52981 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 72988 members 
Mstep: Class 13 contains 1136 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 15100 members 
Mstep: Class 16 contains 84887 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 18686 members 
Mstep: Class 20 contains 3631 members 
Mstep: Class 21 contains 20455 members 
Mstep: Class 22 contains 5602 members 
Mstep: Class 23 contains 8720 members 
Mstep: Class 24 contains 23279 members 
Mstep: Class 25 contains 86959 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 163371 members 
Mstep: Class 28 contains 140910 members 
Mstep: Class 29 contains 63083 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 100259 members 
Mstep: Class 32 contains 69070 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 22315 members 
Mstep: Class 35 contains 166825 members 
Mstep: Class 36 contains 47189 members 
Mstep: Class 37 contains 17999 members 
Mstep: Class 38 contains 4378 members 
Mstep: Class 39 contains 801 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 17964 members 
Mstep: Class 42 contains 27992 members 
Mstep: Class 43 contains 3610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87390920.000000 Penalty: 28102.771484
Iteration 165Q: 44 clusters Score -8.739092e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 47375 members 
Mstep: Class 3 contains 92112 members 
Mstep: Class 4 contains 101933 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 9537 members 
Mstep: Class 7 contains 87972 members 
Mstep: Class 8 contains 8704 members 
Mstep: Class 9 contains 78610 members 
Mstep: Class 10 contains 53460 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 72297 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 15119 members 
Mstep: Class 16 contains 84636 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 20466 members 
Mstep: Class 22 contains 5654 members 
Mstep: Class 23 contains 8806 members 
Mstep: Class 24 contains 23054 members 
Mstep: Class 25 contains 87178 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 163272 members 
Mstep: Class 28 contains 141627 members 
Mstep: Class 29 contains 63078 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 99897 members 
Mstep: Class 32 contains 69230 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 22339 members 
Mstep: Class 35 contains 166767 members 
Mstep: Class 36 contains 47476 members 
Mstep: Class 37 contains 18011 members 
Mstep: Class 38 contains 4395 members 
Mstep: Class 39 contains 813 members 
Mstep: Class 40 contains 8733 members 
Mstep: Class 41 contains 18003 members 
Mstep: Class 42 contains 28443 members 
Mstep: Class 43 contains 3651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87391528.000000 Penalty: 28102.771484
Iteration 166Q: 44 clusters Score -8.739153e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 47086 members 
Mstep: Class 3 contains 91959 members 
Mstep: Class 4 contains 101868 members 
Mstep: Class 5 contains 5411 members 
Mstep: Class 6 contains 9464 members 
Mstep: Class 7 contains 88286 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 78324 members 
Mstep: Class 10 contains 53982 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 71605 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 15145 members 
Mstep: Class 16 contains 84339 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 18498 members 
Mstep: Class 20 contains 3636 members 
Mstep: Class 21 contains 20472 members 
Mstep: Class 22 contains 5691 members 
Mstep: Class 23 contains 8888 members 
Mstep: Class 24 contains 22838 members 
Mstep: Class 25 contains 87423 members 
Mstep: Class 26 contains 1623 members 
Mstep: Class 27 contains 163220 members 
Mstep: Class 28 contains 142246 members 
Mstep: Class 29 contains 63102 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 99588 members 
Mstep: Class 32 contains 69403 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 22364 members 
Mstep: Class 35 contains 166753 members 
Mstep: Class 36 contains 47767 members 
Mstep: Class 37 contains 18028 members 
Mstep: Class 38 contains 4398 members 
Mstep: Class 39 contains 819 members 
Mstep: Class 40 contains 8715 members 
Mstep: Class 41 contains 18045 members 
Mstep: Class 42 contains 28818 members 
Mstep: Class 43 contains 3686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87391776.000000 Penalty: 28102.771484
Iteration 167Q: 44 clusters Score -8.739178e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 46776 members 
Mstep: Class 3 contains 91815 members 
Mstep: Class 4 contains 101821 members 
Mstep: Class 5 contains 5374 members 
Mstep: Class 6 contains 9407 members 
Mstep: Class 7 contains 88654 members 
Mstep: Class 8 contains 8726 members 
Mstep: Class 9 contains 78028 members 
Mstep: Class 10 contains 54495 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 70903 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 15162 members 
Mstep: Class 16 contains 84029 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 736 members 
Mstep: Class 19 contains 18369 members 
Mstep: Class 20 contains 3638 members 
Mstep: Class 21 contains 20475 members 
Mstep: Class 22 contains 5730 members 
Mstep: Class 23 contains 8985 members 
Mstep: Class 24 contains 22620 members 
Mstep: Class 25 contains 87626 members 
Mstep: Class 26 contains 1627 members 
Mstep: Class 27 contains 163166 members 
Mstep: Class 28 contains 142841 members 
Mstep: Class 29 contains 63147 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 99303 members 
Mstep: Class 32 contains 69592 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 22379 members 
Mstep: Class 35 contains 166758 members 
Mstep: Class 36 contains 48032 members 
Mstep: Class 37 contains 18045 members 
Mstep: Class 38 contains 4406 members 
Mstep: Class 39 contains 825 members 
Mstep: Class 40 contains 8697 members 
Mstep: Class 41 contains 18086 members 
Mstep: Class 42 contains 29177 members 
Mstep: Class 43 contains 3717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87392640.000000 Penalty: 28102.771484
Iteration 168Q: 44 clusters Score -8.739264e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 46448 members 
Mstep: Class 3 contains 91694 members 
Mstep: Class 4 contains 101783 members 
Mstep: Class 5 contains 5353 members 
Mstep: Class 6 contains 9338 members 
Mstep: Class 7 contains 89003 members 
Mstep: Class 8 contains 8736 members 
Mstep: Class 9 contains 77765 members 
Mstep: Class 10 contains 55034 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 70149 members 
Mstep: Class 13 contains 1066 members 
Mstep: Class 14 contains 2865 members 
Mstep: Class 15 contains 15169 members 
Mstep: Class 16 contains 83708 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 738 members 
Mstep: Class 19 contains 18216 members 
Mstep: Class 20 contains 3635 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 5755 members 
Mstep: Class 23 contains 9081 members 
Mstep: Class 24 contains 22439 members 
Mstep: Class 25 contains 87801 members 
Mstep: Class 26 contains 1629 members 
Mstep: Class 27 contains 163211 members 
Mstep: Class 28 contains 143399 members 
Mstep: Class 29 contains 63168 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 99055 members 
Mstep: Class 32 contains 69773 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 22377 members 
Mstep: Class 35 contains 166712 members 
Mstep: Class 36 contains 48317 members 
Mstep: Class 37 contains 18080 members 
Mstep: Class 38 contains 4412 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 8666 members 
Mstep: Class 41 contains 18133 members 
Mstep: Class 42 contains 29578 members 
Mstep: Class 43 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87392688.000000 Penalty: 28102.771484
Iteration 169Q: 44 clusters Score -8.739269e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 46073 members 
Mstep: Class 3 contains 91591 members 
Mstep: Class 4 contains 101696 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 9276 members 
Mstep: Class 7 contains 89346 members 
Mstep: Class 8 contains 8738 members 
Mstep: Class 9 contains 77512 members 
Mstep: Class 10 contains 55589 members 
Mstep: Class 11 contains 4687 members 
Mstep: Class 12 contains 69456 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 15184 members 
Mstep: Class 16 contains 83377 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 742 members 
Mstep: Class 19 contains 18039 members 
Mstep: Class 20 contains 3630 members 
Mstep: Class 21 contains 20488 members 
Mstep: Class 22 contains 5772 members 
Mstep: Class 23 contains 9147 members 
Mstep: Class 24 contains 22225 members 
Mstep: Class 25 contains 87999 members 
Mstep: Class 26 contains 1631 members 
Mstep: Class 27 contains 163205 members 
Mstep: Class 28 contains 144019 members 
Mstep: Class 29 contains 63186 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 98802 members 
Mstep: Class 32 contains 70010 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22373 members 
Mstep: Class 35 contains 166645 members 
Mstep: Class 36 contains 48627 members 
Mstep: Class 37 contains 18132 members 
Mstep: Class 38 contains 4427 members 
Mstep: Class 39 contains 845 members 
Mstep: Class 40 contains 8642 members 
Mstep: Class 41 contains 18180 members 
Mstep: Class 42 contains 29970 members 
Mstep: Class 43 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87392816.000000 Penalty: 28102.771484
Iteration 170Q: 44 clusters Score -8.739282e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 45631 members 
Mstep: Class 3 contains 91509 members 
Mstep: Class 4 contains 101641 members 
Mstep: Class 5 contains 5316 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 89778 members 
Mstep: Class 8 contains 8738 members 
Mstep: Class 9 contains 77309 members 
Mstep: Class 10 contains 56074 members 
Mstep: Class 11 contains 4714 members 
Mstep: Class 12 contains 68766 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 15200 members 
Mstep: Class 16 contains 82964 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 746 members 
Mstep: Class 19 contains 17851 members 
Mstep: Class 20 contains 3627 members 
Mstep: Class 21 contains 20515 members 
Mstep: Class 22 contains 5797 members 
Mstep: Class 23 contains 9207 members 
Mstep: Class 24 contains 22021 members 
Mstep: Class 25 contains 88202 members 
Mstep: Class 26 contains 1629 members 
Mstep: Class 27 contains 163210 members 
Mstep: Class 28 contains 144618 members 
Mstep: Class 29 contains 63172 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 98565 members 
Mstep: Class 32 contains 70241 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22353 members 
Mstep: Class 35 contains 166585 members 
Mstep: Class 36 contains 48925 members 
Mstep: Class 37 contains 18199 members 
Mstep: Class 38 contains 4441 members 
Mstep: Class 39 contains 863 members 
Mstep: Class 40 contains 8626 members 
Mstep: Class 41 contains 18219 members 
Mstep: Class 42 contains 30364 members 
Mstep: Class 43 contains 3804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393592.000000 Penalty: 28102.771484
Iteration 171Q: 44 clusters Score -8.739359e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 45183 members 
Mstep: Class 3 contains 91442 members 
Mstep: Class 4 contains 101593 members 
Mstep: Class 5 contains 5308 members 
Mstep: Class 6 contains 9187 members 
Mstep: Class 7 contains 90198 members 
Mstep: Class 8 contains 8738 members 
Mstep: Class 9 contains 77050 members 
Mstep: Class 10 contains 56610 members 
Mstep: Class 11 contains 4717 members 
Mstep: Class 12 contains 68052 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 2935 members 
Mstep: Class 15 contains 15210 members 
Mstep: Class 16 contains 82522 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 17621 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 20546 members 
Mstep: Class 22 contains 5807 members 
Mstep: Class 23 contains 9273 members 
Mstep: Class 24 contains 21798 members 
Mstep: Class 25 contains 88429 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 163222 members 
Mstep: Class 28 contains 145259 members 
Mstep: Class 29 contains 63139 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 98317 members 
Mstep: Class 32 contains 70485 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22335 members 
Mstep: Class 35 contains 166561 members 
Mstep: Class 36 contains 49226 members 
Mstep: Class 37 contains 18271 members 
Mstep: Class 38 contains 4448 members 
Mstep: Class 39 contains 879 members 
Mstep: Class 40 contains 8616 members 
Mstep: Class 41 contains 18255 members 
Mstep: Class 42 contains 30785 members 
Mstep: Class 43 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87394400.000000 Penalty: 28102.771484
Iteration 172Q: 44 clusters Score -8.73944e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 44726 members 
Mstep: Class 3 contains 91372 members 
Mstep: Class 4 contains 101507 members 
Mstep: Class 5 contains 5296 members 
Mstep: Class 6 contains 9143 members 
Mstep: Class 7 contains 90574 members 
Mstep: Class 8 contains 8749 members 
Mstep: Class 9 contains 76814 members 
Mstep: Class 10 contains 57174 members 
Mstep: Class 11 contains 4727 members 
Mstep: Class 12 contains 67397 members 
Mstep: Class 13 contains 1025 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 15230 members 
Mstep: Class 16 contains 82047 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 755 members 
Mstep: Class 19 contains 17409 members 
Mstep: Class 20 contains 3628 members 
Mstep: Class 21 contains 20568 members 
Mstep: Class 22 contains 5809 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 21564 members 
Mstep: Class 25 contains 88631 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 163246 members 
Mstep: Class 28 contains 145888 members 
Mstep: Class 29 contains 63094 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 98059 members 
Mstep: Class 32 contains 70696 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22311 members 
Mstep: Class 35 contains 166521 members 
Mstep: Class 36 contains 49581 members 
Mstep: Class 37 contains 18342 members 
Mstep: Class 38 contains 4460 members 
Mstep: Class 39 contains 894 members 
Mstep: Class 40 contains 8601 members 
Mstep: Class 41 contains 18303 members 
Mstep: Class 42 contains 31251 members 
Mstep: Class 43 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87394408.000000 Penalty: 28102.771484
Iteration 173Q: 44 clusters Score -8.739441e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 44260 members 
Mstep: Class 3 contains 91283 members 
Mstep: Class 4 contains 101422 members 
Mstep: Class 5 contains 5278 members 
Mstep: Class 6 contains 9129 members 
Mstep: Class 7 contains 90888 members 
Mstep: Class 8 contains 8756 members 
Mstep: Class 9 contains 76573 members 
Mstep: Class 10 contains 57725 members 
Mstep: Class 11 contains 4729 members 
Mstep: Class 12 contains 66818 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 2983 members 
Mstep: Class 15 contains 15237 members 
Mstep: Class 16 contains 81559 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 760 members 
Mstep: Class 19 contains 17217 members 
Mstep: Class 20 contains 3626 members 
Mstep: Class 21 contains 20586 members 
Mstep: Class 22 contains 5803 members 
Mstep: Class 23 contains 9396 members 
Mstep: Class 24 contains 21342 members 
Mstep: Class 25 contains 88871 members 
Mstep: Class 26 contains 1622 members 
Mstep: Class 27 contains 163255 members 
Mstep: Class 28 contains 146467 members 
Mstep: Class 29 contains 63061 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 97859 members 
Mstep: Class 32 contains 70908 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22307 members 
Mstep: Class 35 contains 166456 members 
Mstep: Class 36 contains 49901 members 
Mstep: Class 37 contains 18412 members 
Mstep: Class 38 contains 4470 members 
Mstep: Class 39 contains 917 members 
Mstep: Class 40 contains 8593 members 
Mstep: Class 41 contains 18341 members 
Mstep: Class 42 contains 31711 members 
Mstep: Class 43 contains 3895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87395296.000000 Penalty: 28102.771484
Iteration 174Q: 44 clusters Score -8.73953e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 43781 members 
Mstep: Class 3 contains 91180 members 
Mstep: Class 4 contains 101336 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 9086 members 
Mstep: Class 7 contains 91226 members 
Mstep: Class 8 contains 8767 members 
Mstep: Class 9 contains 76313 members 
Mstep: Class 10 contains 58267 members 
Mstep: Class 11 contains 4733 members 
Mstep: Class 12 contains 66225 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 3003 members 
Mstep: Class 15 contains 15240 members 
Mstep: Class 16 contains 81036 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 763 members 
Mstep: Class 19 contains 17004 members 
Mstep: Class 20 contains 3618 members 
Mstep: Class 21 contains 20610 members 
Mstep: Class 22 contains 5805 members 
Mstep: Class 23 contains 9448 members 
Mstep: Class 24 contains 21084 members 
Mstep: Class 25 contains 89178 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 163182 members 
Mstep: Class 28 contains 147220 members 
Mstep: Class 29 contains 63010 members 
Mstep: Class 30 contains 1483 members 
Mstep: Class 31 contains 97667 members 
Mstep: Class 32 contains 71079 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22312 members 
Mstep: Class 35 contains 166432 members 
Mstep: Class 36 contains 50219 members 
Mstep: Class 37 contains 18475 members 
Mstep: Class 38 contains 4483 members 
Mstep: Class 39 contains 938 members 
Mstep: Class 40 contains 8585 members 
Mstep: Class 41 contains 18375 members 
Mstep: Class 42 contains 32202 members 
Mstep: Class 43 contains 3922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87395952.000000 Penalty: 28102.771484
Iteration 175Q: 44 clusters Score -8.739595e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 43258 members 
Mstep: Class 3 contains 91058 members 
Mstep: Class 4 contains 101205 members 
Mstep: Class 5 contains 5244 members 
Mstep: Class 6 contains 9055 members 
Mstep: Class 7 contains 91645 members 
Mstep: Class 8 contains 8770 members 
Mstep: Class 9 contains 76072 members 
Mstep: Class 10 contains 58774 members 
Mstep: Class 11 contains 4741 members 
Mstep: Class 12 contains 65506 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 3021 members 
Mstep: Class 15 contains 15240 members 
Mstep: Class 16 contains 80507 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 16795 members 
Mstep: Class 20 contains 3604 members 
Mstep: Class 21 contains 20648 members 
Mstep: Class 22 contains 5816 members 
Mstep: Class 23 contains 9501 members 
Mstep: Class 24 contains 20808 members 
Mstep: Class 25 contains 89420 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 163005 members 
Mstep: Class 28 contains 148344 members 
Mstep: Class 29 contains 62991 members 
Mstep: Class 30 contains 1483 members 
Mstep: Class 31 contains 97533 members 
Mstep: Class 32 contains 71143 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22301 members 
Mstep: Class 35 contains 166402 members 
Mstep: Class 36 contains 50477 members 
Mstep: Class 37 contains 18537 members 
Mstep: Class 38 contains 4490 members 
Mstep: Class 39 contains 953 members 
Mstep: Class 40 contains 8574 members 
Mstep: Class 41 contains 18408 members 
Mstep: Class 42 contains 32743 members 
Mstep: Class 43 contains 3944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87396760.000000 Penalty: 28102.771484
Iteration 176Q: 44 clusters Score -8.739676e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 42791 members 
Mstep: Class 3 contains 90929 members 
Mstep: Class 4 contains 101014 members 
Mstep: Class 5 contains 5222 members 
Mstep: Class 6 contains 9016 members 
Mstep: Class 7 contains 92083 members 
Mstep: Class 8 contains 8782 members 
Mstep: Class 9 contains 75820 members 
Mstep: Class 10 contains 59199 members 
Mstep: Class 11 contains 4738 members 
Mstep: Class 12 contains 64746 members 
Mstep: Class 13 contains 1008 members 
Mstep: Class 14 contains 3033 members 
Mstep: Class 15 contains 15238 members 
Mstep: Class 16 contains 80004 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 16625 members 
Mstep: Class 20 contains 3594 members 
Mstep: Class 21 contains 20667 members 
Mstep: Class 22 contains 5833 members 
Mstep: Class 23 contains 9551 members 
Mstep: Class 24 contains 20518 members 
Mstep: Class 25 contains 89640 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 162753 members 
Mstep: Class 28 contains 149723 members 
Mstep: Class 29 contains 62942 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 97424 members 
Mstep: Class 32 contains 71264 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22286 members 
Mstep: Class 35 contains 166386 members 
Mstep: Class 36 contains 50748 members 
Mstep: Class 37 contains 18599 members 
Mstep: Class 38 contains 4495 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 8558 members 
Mstep: Class 41 contains 18432 members 
Mstep: Class 42 contains 33184 members 
Mstep: Class 43 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87397784.000000 Penalty: 28102.771484
Iteration 177Q: 44 clusters Score -8.739778e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 42306 members 
Mstep: Class 3 contains 90725 members 
Mstep: Class 4 contains 100776 members 
Mstep: Class 5 contains 5202 members 
Mstep: Class 6 contains 8987 members 
Mstep: Class 7 contains 92557 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 75563 members 
Mstep: Class 10 contains 59523 members 
Mstep: Class 11 contains 4733 members 
Mstep: Class 12 contains 63787 members 
Mstep: Class 13 contains 1004 members 
Mstep: Class 14 contains 3044 members 
Mstep: Class 15 contains 15238 members 
Mstep: Class 16 contains 79482 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 767 members 
Mstep: Class 19 contains 16479 members 
Mstep: Class 20 contains 3567 members 
Mstep: Class 21 contains 20699 members 
Mstep: Class 22 contains 5868 members 
Mstep: Class 23 contains 9609 members 
Mstep: Class 24 contains 20254 members 
Mstep: Class 25 contains 89814 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 162419 members 
Mstep: Class 28 contains 151570 members 
Mstep: Class 29 contains 62891 members 
Mstep: Class 30 contains 1483 members 
Mstep: Class 31 contains 97315 members 
Mstep: Class 32 contains 71353 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22240 members 
Mstep: Class 35 contains 166426 members 
Mstep: Class 36 contains 51033 members 
Mstep: Class 37 contains 18679 members 
Mstep: Class 38 contains 4479 members 
Mstep: Class 39 contains 1007 members 
Mstep: Class 40 contains 8537 members 
Mstep: Class 41 contains 18459 members 
Mstep: Class 42 contains 33630 members 
Mstep: Class 43 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87397968.000000 Penalty: 28102.771484
Iteration 178Q: 44 clusters Score -8.739797e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 41815 members 
Mstep: Class 3 contains 90525 members 
Mstep: Class 4 contains 100483 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 6 contains 8953 members 
Mstep: Class 7 contains 92956 members 
Mstep: Class 8 contains 8817 members 
Mstep: Class 9 contains 75340 members 
Mstep: Class 10 contains 59723 members 
Mstep: Class 11 contains 4723 members 
Mstep: Class 12 contains 62819 members 
Mstep: Class 13 contains 1001 members 
Mstep: Class 14 contains 3063 members 
Mstep: Class 15 contains 15250 members 
Mstep: Class 16 contains 78945 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 16387 members 
Mstep: Class 20 contains 3539 members 
Mstep: Class 21 contains 20706 members 
Mstep: Class 22 contains 5898 members 
Mstep: Class 23 contains 9665 members 
Mstep: Class 24 contains 19967 members 
Mstep: Class 25 contains 89998 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 162054 members 
Mstep: Class 28 contains 153575 members 
Mstep: Class 29 contains 62846 members 
Mstep: Class 30 contains 1483 members 
Mstep: Class 31 contains 97265 members 
Mstep: Class 32 contains 71454 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22155 members 
Mstep: Class 35 contains 166515 members 
Mstep: Class 36 contains 51295 members 
Mstep: Class 37 contains 18752 members 
Mstep: Class 38 contains 4457 members 
Mstep: Class 39 contains 1051 members 
Mstep: Class 40 contains 8518 members 
Mstep: Class 41 contains 18481 members 
Mstep: Class 42 contains 34100 members 
Mstep: Class 43 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87397336.000000 Penalty: 28102.771484
Iteration 179Q: 44 clusters Score -8.739734e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 41345 members 
Mstep: Class 3 contains 90383 members 
Mstep: Class 4 contains 100276 members 
Mstep: Class 5 contains 5147 members 
Mstep: Class 6 contains 8943 members 
Mstep: Class 7 contains 93259 members 
Mstep: Class 8 contains 8833 members 
Mstep: Class 9 contains 75111 members 
Mstep: Class 10 contains 59922 members 
Mstep: Class 11 contains 4716 members 
Mstep: Class 12 contains 62025 members 
Mstep: Class 13 contains 1001 members 
Mstep: Class 14 contains 3076 members 
Mstep: Class 15 contains 15270 members 
Mstep: Class 16 contains 78394 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 775 members 
Mstep: Class 19 contains 16290 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 20697 members 
Mstep: Class 22 contains 5918 members 
Mstep: Class 23 contains 9714 members 
Mstep: Class 24 contains 19719 members 
Mstep: Class 25 contains 90217 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 162155 members 
Mstep: Class 28 contains 154750 members 
Mstep: Class 29 contains 62821 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 97225 members 
Mstep: Class 32 contains 71564 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22072 members 
Mstep: Class 35 contains 166599 members 
Mstep: Class 36 contains 51548 members 
Mstep: Class 37 contains 18809 members 
Mstep: Class 38 contains 4440 members 
Mstep: Class 39 contains 1087 members 
Mstep: Class 40 contains 8502 members 
Mstep: Class 41 contains 18512 members 
Mstep: Class 42 contains 34607 members 
Mstep: Class 43 contains 4041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87396920.000000 Penalty: 28102.771484
Iteration 180F: 44 clusters Score -8.739692e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 40875 members 
Mstep: Class 3 contains 90285 members 
Mstep: Class 4 contains 100101 members 
Mstep: Class 5 contains 5140 members 
Mstep: Class 6 contains 8949 members 
Mstep: Class 7 contains 93516 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 74901 members 
Mstep: Class 10 contains 60155 members 
Mstep: Class 11 contains 4714 members 
Mstep: Class 12 contains 61302 members 
Mstep: Class 13 contains 1000 members 
Mstep: Class 14 contains 3093 members 
Mstep: Class 15 contains 15282 members 
Mstep: Class 16 contains 77849 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 19 contains 16214 members 
Mstep: Class 20 contains 3525 members 
Mstep: Class 21 contains 20693 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 9756 members 
Mstep: Class 24 contains 19479 members 
Mstep: Class 25 contains 90486 members 
Mstep: Class 26 contains 1612 members 
Mstep: Class 27 contains 162257 members 
Mstep: Class 28 contains 155684 members 
Mstep: Class 29 contains 62798 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 97157 members 
Mstep: Class 32 contains 71653 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 22012 members 
Mstep: Class 35 contains 166633 members 
Mstep: Class 36 contains 51779 members 
Mstep: Class 37 contains 18860 members 
Mstep: Class 38 contains 4439 members 
Mstep: Class 39 contains 1117 members 
Mstep: Class 40 contains 8492 members 
Mstep: Class 41 contains 18533 members 
Mstep: Class 42 contains 35194 members 
Mstep: Class 43 contains 4072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87396624.000000 Penalty: 28102.771484
Iteration 181Q: 44 clusters Score -8.739662e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 40416 members 
Mstep: Class 3 contains 90228 members 
Mstep: Class 4 contains 99943 members 
Mstep: Class 5 contains 5137 members 
Mstep: Class 6 contains 8963 members 
Mstep: Class 7 contains 93759 members 
Mstep: Class 8 contains 8865 members 
Mstep: Class 9 contains 74711 members 
Mstep: Class 10 contains 60370 members 
Mstep: Class 11 contains 4716 members 
Mstep: Class 12 contains 60619 members 
Mstep: Class 13 contains 1001 members 
Mstep: Class 14 contains 3109 members 
Mstep: Class 15 contains 15299 members 
Mstep: Class 16 contains 77278 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 777 members 
Mstep: Class 19 contains 16141 members 
Mstep: Class 20 contains 3511 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 5940 members 
Mstep: Class 23 contains 9780 members 
Mstep: Class 24 contains 19255 members 
Mstep: Class 25 contains 90746 members 
Mstep: Class 26 contains 1608 members 
Mstep: Class 27 contains 162356 members 
Mstep: Class 28 contains 156588 members 
Mstep: Class 29 contains 62791 members 
Mstep: Class 30 contains 1481 members 
Mstep: Class 31 contains 97064 members 
Mstep: Class 32 contains 71742 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21976 members 
Mstep: Class 35 contains 166623 members 
Mstep: Class 36 contains 52018 members 
Mstep: Class 37 contains 18892 members 
Mstep: Class 38 contains 4443 members 
Mstep: Class 39 contains 1152 members 
Mstep: Class 40 contains 8480 members 
Mstep: Class 41 contains 18551 members 
Mstep: Class 42 contains 35762 members 
Mstep: Class 43 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87396648.000000 Penalty: 28102.771484
Iteration 182Q: 44 clusters Score -8.739665e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 39922 members 
Mstep: Class 3 contains 90182 members 
Mstep: Class 4 contains 99786 members 
Mstep: Class 5 contains 5133 members 
Mstep: Class 6 contains 8999 members 
Mstep: Class 7 contains 94039 members 
Mstep: Class 8 contains 8880 members 
Mstep: Class 9 contains 74551 members 
Mstep: Class 10 contains 60589 members 
Mstep: Class 11 contains 4716 members 
Mstep: Class 12 contains 59868 members 
Mstep: Class 13 contains 999 members 
Mstep: Class 14 contains 3127 members 
Mstep: Class 15 contains 15313 members 
Mstep: Class 16 contains 76697 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 777 members 
Mstep: Class 19 contains 16072 members 
Mstep: Class 20 contains 3502 members 
Mstep: Class 21 contains 20691 members 
Mstep: Class 22 contains 5943 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 19050 members 
Mstep: Class 25 contains 90954 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 162392 members 
Mstep: Class 28 contains 157665 members 
Mstep: Class 29 contains 62814 members 
Mstep: Class 30 contains 1480 members 
Mstep: Class 31 contains 96916 members 
Mstep: Class 32 contains 71818 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21933 members 
Mstep: Class 35 contains 166616 members 
Mstep: Class 36 contains 52247 members 
Mstep: Class 37 contains 18927 members 
Mstep: Class 38 contains 4437 members 
Mstep: Class 39 contains 1200 members 
Mstep: Class 40 contains 8474 members 
Mstep: Class 41 contains 18569 members 
Mstep: Class 42 contains 36308 members 
Mstep: Class 43 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87396992.000000 Penalty: 28102.771484
Iteration 183Q: 44 clusters Score -8.739699e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 39387 members 
Mstep: Class 3 contains 90161 members 
Mstep: Class 4 contains 99632 members 
Mstep: Class 5 contains 5130 members 
Mstep: Class 6 contains 9039 members 
Mstep: Class 7 contains 94322 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 74401 members 
Mstep: Class 10 contains 60833 members 
Mstep: Class 11 contains 4716 members 
Mstep: Class 12 contains 59025 members 
Mstep: Class 13 contains 1002 members 
Mstep: Class 14 contains 3140 members 
Mstep: Class 15 contains 15328 members 
Mstep: Class 16 contains 76129 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 775 members 
Mstep: Class 19 contains 15999 members 
Mstep: Class 20 contains 3491 members 
Mstep: Class 21 contains 20683 members 
Mstep: Class 22 contains 5943 members 
Mstep: Class 23 contains 9817 members 
Mstep: Class 24 contains 18881 members 
Mstep: Class 25 contains 91144 members 
Mstep: Class 26 contains 1610 members 
Mstep: Class 27 contains 162354 members 
Mstep: Class 28 contains 158908 members 
Mstep: Class 29 contains 62822 members 
Mstep: Class 30 contains 1480 members 
Mstep: Class 31 contains 96728 members 
Mstep: Class 32 contains 71941 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21876 members 
Mstep: Class 35 contains 166595 members 
Mstep: Class 36 contains 52514 members 
Mstep: Class 37 contains 18949 members 
Mstep: Class 38 contains 4435 members 
Mstep: Class 39 contains 1247 members 
Mstep: Class 40 contains 8467 members 
Mstep: Class 41 contains 18588 members 
Mstep: Class 42 contains 36835 members 
Mstep: Class 43 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87397344.000000 Penalty: 28102.771484
Iteration 184Q: 44 clusters Score -8.739734e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 38894 members 
Mstep: Class 3 contains 90141 members 
Mstep: Class 4 contains 99450 members 
Mstep: Class 5 contains 5135 members 
Mstep: Class 6 contains 9057 members 
Mstep: Class 7 contains 94540 members 
Mstep: Class 8 contains 8909 members 
Mstep: Class 9 contains 74212 members 
Mstep: Class 10 contains 61054 members 
Mstep: Class 11 contains 4714 members 
Mstep: Class 12 contains 58195 members 
Mstep: Class 13 contains 1002 members 
Mstep: Class 14 contains 3142 members 
Mstep: Class 15 contains 15354 members 
Mstep: Class 16 contains 75565 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 774 members 
Mstep: Class 19 contains 15937 members 
Mstep: Class 20 contains 3491 members 
Mstep: Class 21 contains 20680 members 
Mstep: Class 22 contains 5945 members 
Mstep: Class 23 contains 9820 members 
Mstep: Class 24 contains 18745 members 
Mstep: Class 25 contains 91354 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 162290 members 
Mstep: Class 28 contains 160217 members 
Mstep: Class 29 contains 62854 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 96488 members 
Mstep: Class 32 contains 72034 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21821 members 
Mstep: Class 35 contains 166556 members 
Mstep: Class 36 contains 52800 members 
Mstep: Class 37 contains 18969 members 
Mstep: Class 38 contains 4426 members 
Mstep: Class 39 contains 1309 members 
Mstep: Class 40 contains 8461 members 
Mstep: Class 41 contains 18606 members 
Mstep: Class 42 contains 37414 members 
Mstep: Class 43 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87397912.000000 Penalty: 28102.771484
Iteration 185Q: 44 clusters Score -8.739791e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 38437 members 
Mstep: Class 3 contains 90108 members 
Mstep: Class 4 contains 99165 members 
Mstep: Class 5 contains 5147 members 
Mstep: Class 6 contains 9064 members 
Mstep: Class 7 contains 94737 members 
Mstep: Class 8 contains 8928 members 
Mstep: Class 9 contains 74047 members 
Mstep: Class 10 contains 61193 members 
Mstep: Class 11 contains 4717 members 
Mstep: Class 12 contains 57188 members 
Mstep: Class 13 contains 1005 members 
Mstep: Class 14 contains 3140 members 
Mstep: Class 15 contains 15378 members 
Mstep: Class 16 contains 75010 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 15892 members 
Mstep: Class 20 contains 3492 members 
Mstep: Class 21 contains 20679 members 
Mstep: Class 22 contains 5944 members 
Mstep: Class 23 contains 9820 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 91536 members 
Mstep: Class 26 contains 1612 members 
Mstep: Class 27 contains 161990 members 
Mstep: Class 28 contains 162155 members 
Mstep: Class 29 contains 62898 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 96244 members 
Mstep: Class 32 contains 72062 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21745 members 
Mstep: Class 35 contains 166520 members 
Mstep: Class 36 contains 53043 members 
Mstep: Class 37 contains 18994 members 
Mstep: Class 38 contains 4398 members 
Mstep: Class 39 contains 1373 members 
Mstep: Class 40 contains 8459 members 
Mstep: Class 41 contains 18623 members 
Mstep: Class 42 contains 38040 members 
Mstep: Class 43 contains 4242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87398376.000000 Penalty: 28102.771484
Iteration 186Q: 44 clusters Score -8.739838e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 37977 members 
Mstep: Class 3 contains 90119 members 
Mstep: Class 4 contains 98869 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 9098 members 
Mstep: Class 7 contains 94871 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 73913 members 
Mstep: Class 10 contains 61279 members 
Mstep: Class 11 contains 4717 members 
Mstep: Class 12 contains 56060 members 
Mstep: Class 13 contains 1010 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 15400 members 
Mstep: Class 16 contains 74474 members 
Mstep: Class 17 contains 1630 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 15824 members 
Mstep: Class 20 contains 3488 members 
Mstep: Class 21 contains 20682 members 
Mstep: Class 22 contains 5953 members 
Mstep: Class 23 contains 9825 members 
Mstep: Class 24 contains 18523 members 
Mstep: Class 25 contains 91746 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 161663 members 
Mstep: Class 28 contains 164206 members 
Mstep: Class 29 contains 62923 members 
Mstep: Class 30 contains 1479 members 
Mstep: Class 31 contains 95920 members 
Mstep: Class 32 contains 72031 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21665 members 
Mstep: Class 35 contains 166559 members 
Mstep: Class 36 contains 53295 members 
Mstep: Class 37 contains 19003 members 
Mstep: Class 38 contains 4372 members 
Mstep: Class 39 contains 1450 members 
Mstep: Class 40 contains 8458 members 
Mstep: Class 41 contains 18634 members 
Mstep: Class 42 contains 38741 members 
Mstep: Class 43 contains 4285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87398416.000000 Penalty: 28102.771484
Iteration 187Q: 44 clusters Score -8.739842e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 37507 members 
Mstep: Class 3 contains 90158 members 
Mstep: Class 4 contains 98570 members 
Mstep: Class 5 contains 5185 members 
Mstep: Class 6 contains 9145 members 
Mstep: Class 7 contains 94913 members 
Mstep: Class 8 contains 8946 members 
Mstep: Class 9 contains 73811 members 
Mstep: Class 10 contains 61327 members 
Mstep: Class 11 contains 4708 members 
Mstep: Class 12 contains 54949 members 
Mstep: Class 13 contains 1014 members 
Mstep: Class 14 contains 3146 members 
Mstep: Class 15 contains 15423 members 
Mstep: Class 16 contains 73930 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 15763 members 
Mstep: Class 20 contains 3484 members 
Mstep: Class 21 contains 20676 members 
Mstep: Class 22 contains 5958 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 18400 members 
Mstep: Class 25 contains 91975 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 161555 members 
Mstep: Class 28 contains 166052 members 
Mstep: Class 29 contains 62970 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 95596 members 
Mstep: Class 32 contains 72072 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21589 members 
Mstep: Class 35 contains 166622 members 
Mstep: Class 36 contains 53497 members 
Mstep: Class 37 contains 19002 members 
Mstep: Class 38 contains 4339 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 8456 members 
Mstep: Class 41 contains 18650 members 
Mstep: Class 42 contains 39441 members 
Mstep: Class 43 contains 4323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87398880.000000 Penalty: 28102.771484
Iteration 188Q: 44 clusters Score -8.739888e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 37053 members 
Mstep: Class 3 contains 90207 members 
Mstep: Class 4 contains 98255 members 
Mstep: Class 5 contains 5194 members 
Mstep: Class 6 contains 9213 members 
Mstep: Class 7 contains 94991 members 
Mstep: Class 8 contains 8964 members 
Mstep: Class 9 contains 73697 members 
Mstep: Class 10 contains 61346 members 
Mstep: Class 11 contains 4709 members 
Mstep: Class 12 contains 53743 members 
Mstep: Class 13 contains 1018 members 
Mstep: Class 14 contains 3150 members 
Mstep: Class 15 contains 15442 members 
Mstep: Class 16 contains 73374 members 
Mstep: Class 17 contains 1630 members 
Mstep: Class 18 contains 775 members 
Mstep: Class 19 contains 15700 members 
Mstep: Class 20 contains 3492 members 
Mstep: Class 21 contains 20679 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 9821 members 
Mstep: Class 24 contains 18285 members 
Mstep: Class 25 contains 92196 members 
Mstep: Class 26 contains 1609 members 
Mstep: Class 27 contains 161464 members 
Mstep: Class 28 contains 168087 members 
Mstep: Class 29 contains 62997 members 
Mstep: Class 30 contains 1477 members 
Mstep: Class 31 contains 95163 members 
Mstep: Class 32 contains 72081 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21507 members 
Mstep: Class 35 contains 166652 members 
Mstep: Class 36 contains 53761 members 
Mstep: Class 37 contains 19004 members 
Mstep: Class 38 contains 4309 members 
Mstep: Class 39 contains 1659 members 
Mstep: Class 40 contains 8455 members 
Mstep: Class 41 contains 18654 members 
Mstep: Class 42 contains 40112 members 
Mstep: Class 43 contains 4360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87399448.000000 Penalty: 28102.771484
Iteration 189Q: 44 clusters Score -8.739945e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 36666 members 
Mstep: Class 3 contains 90254 members 
Mstep: Class 4 contains 97959 members 
Mstep: Class 5 contains 5207 members 
Mstep: Class 6 contains 9290 members 
Mstep: Class 7 contains 94997 members 
Mstep: Class 8 contains 8980 members 
Mstep: Class 9 contains 73539 members 
Mstep: Class 10 contains 61318 members 
Mstep: Class 11 contains 4712 members 
Mstep: Class 12 contains 52525 members 
Mstep: Class 13 contains 1019 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 72827 members 
Mstep: Class 17 contains 1629 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 15631 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 20680 members 
Mstep: Class 22 contains 5965 members 
Mstep: Class 23 contains 9815 members 
Mstep: Class 24 contains 18185 members 
Mstep: Class 25 contains 92386 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 161280 members 
Mstep: Class 28 contains 170255 members 
Mstep: Class 29 contains 63030 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 94720 members 
Mstep: Class 32 contains 72010 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21450 members 
Mstep: Class 35 contains 166697 members 
Mstep: Class 36 contains 54006 members 
Mstep: Class 37 contains 18998 members 
Mstep: Class 38 contains 4277 members 
Mstep: Class 39 contains 1780 members 
Mstep: Class 40 contains 8454 members 
Mstep: Class 41 contains 18659 members 
Mstep: Class 42 contains 40868 members 
Mstep: Class 43 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87399624.000000 Penalty: 28102.771484
Iteration 190Q: 44 clusters Score -8.739962e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 90306 members 
Mstep: Class 4 contains 97605 members 
Mstep: Class 5 contains 5216 members 
Mstep: Class 6 contains 9386 members 
Mstep: Class 7 contains 95043 members 
Mstep: Class 8 contains 9000 members 
Mstep: Class 9 contains 73379 members 
Mstep: Class 10 contains 61207 members 
Mstep: Class 11 contains 4718 members 
Mstep: Class 12 contains 51150 members 
Mstep: Class 13 contains 1023 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 15467 members 
Mstep: Class 16 contains 72305 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 775 members 
Mstep: Class 19 contains 15563 members 
Mstep: Class 20 contains 3493 members 
Mstep: Class 21 contains 20684 members 
Mstep: Class 22 contains 5954 members 
Mstep: Class 23 contains 9794 members 
Mstep: Class 24 contains 18093 members 
Mstep: Class 25 contains 92558 members 
Mstep: Class 26 contains 1608 members 
Mstep: Class 27 contains 160953 members 
Mstep: Class 28 contains 172986 members 
Mstep: Class 29 contains 63041 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 94168 members 
Mstep: Class 32 contains 71916 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21384 members 
Mstep: Class 35 contains 166742 members 
Mstep: Class 36 contains 54247 members 
Mstep: Class 37 contains 18991 members 
Mstep: Class 38 contains 4228 members 
Mstep: Class 39 contains 1920 members 
Mstep: Class 40 contains 8451 members 
Mstep: Class 41 contains 18669 members 
Mstep: Class 42 contains 41633 members 
Mstep: Class 43 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400384.000000 Penalty: 28102.771484
Iteration 191Q: 44 clusters Score -8.740038e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 90341 members 
Mstep: Class 4 contains 97234 members 
Mstep: Class 5 contains 5232 members 
Mstep: Class 6 contains 9465 members 
Mstep: Class 7 contains 95126 members 
Mstep: Class 8 contains 9019 members 
Mstep: Class 9 contains 73244 members 
Mstep: Class 10 contains 61055 members 
Mstep: Class 11 contains 4713 members 
Mstep: Class 12 contains 49685 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 15474 members 
Mstep: Class 16 contains 71769 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 770 members 
Mstep: Class 19 contains 15510 members 
Mstep: Class 20 contains 3491 members 
Mstep: Class 21 contains 20683 members 
Mstep: Class 22 contains 5966 members 
Mstep: Class 23 contains 9777 members 
Mstep: Class 24 contains 18002 members 
Mstep: Class 25 contains 92683 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 160671 members 
Mstep: Class 28 contains 175892 members 
Mstep: Class 29 contains 63076 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 93558 members 
Mstep: Class 32 contains 71800 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21324 members 
Mstep: Class 35 contains 166777 members 
Mstep: Class 36 contains 54478 members 
Mstep: Class 37 contains 18967 members 
Mstep: Class 38 contains 4156 members 
Mstep: Class 39 contains 2067 members 
Mstep: Class 40 contains 8446 members 
Mstep: Class 41 contains 18679 members 
Mstep: Class 42 contains 42412 members 
Mstep: Class 43 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400960.000000 Penalty: 28102.771484
Iteration 192Q: 44 clusters Score -8.740096e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 35506 members 
Mstep: Class 3 contains 90424 members 
Mstep: Class 4 contains 96895 members 
Mstep: Class 5 contains 5255 members 
Mstep: Class 6 contains 9572 members 
Mstep: Class 7 contains 95227 members 
Mstep: Class 8 contains 9040 members 
Mstep: Class 9 contains 73083 members 
Mstep: Class 10 contains 60845 members 
Mstep: Class 11 contains 4716 members 
Mstep: Class 12 contains 48194 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 3197 members 
Mstep: Class 15 contains 15479 members 
Mstep: Class 16 contains 71230 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 768 members 
Mstep: Class 19 contains 15466 members 
Mstep: Class 20 contains 3492 members 
Mstep: Class 21 contains 20687 members 
Mstep: Class 22 contains 5982 members 
Mstep: Class 23 contains 9765 members 
Mstep: Class 24 contains 17928 members 
Mstep: Class 25 contains 92762 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 160428 members 
Mstep: Class 28 contains 178769 members 
Mstep: Class 29 contains 63103 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 92908 members 
Mstep: Class 32 contains 71645 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21256 members 
Mstep: Class 35 contains 166819 members 
Mstep: Class 36 contains 54714 members 
Mstep: Class 37 contains 18938 members 
Mstep: Class 38 contains 4077 members 
Mstep: Class 39 contains 2225 members 
Mstep: Class 40 contains 8442 members 
Mstep: Class 41 contains 18692 members 
Mstep: Class 42 contains 43239 members 
Mstep: Class 43 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401496.000000 Penalty: 28102.771484
Iteration 193Q: 44 clusters Score -8.74015e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 35157 members 
Mstep: Class 3 contains 90520 members 
Mstep: Class 4 contains 96502 members 
Mstep: Class 5 contains 5276 members 
Mstep: Class 6 contains 9642 members 
Mstep: Class 7 contains 95392 members 
Mstep: Class 8 contains 9053 members 
Mstep: Class 9 contains 72916 members 
Mstep: Class 10 contains 60642 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 46578 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 3214 members 
Mstep: Class 15 contains 15479 members 
Mstep: Class 16 contains 70672 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 768 members 
Mstep: Class 19 contains 15419 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 20696 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 9726 members 
Mstep: Class 24 contains 17840 members 
Mstep: Class 25 contains 92876 members 
Mstep: Class 26 contains 1603 members 
Mstep: Class 27 contains 160051 members 
Mstep: Class 28 contains 182029 members 
Mstep: Class 29 contains 63131 members 
Mstep: Class 30 contains 1477 members 
Mstep: Class 31 contains 92180 members 
Mstep: Class 32 contains 71452 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21201 members 
Mstep: Class 35 contains 166874 members 
Mstep: Class 36 contains 54942 members 
Mstep: Class 37 contains 18906 members 
Mstep: Class 38 contains 3994 members 
Mstep: Class 39 contains 2422 members 
Mstep: Class 40 contains 8437 members 
Mstep: Class 41 contains 18696 members 
Mstep: Class 42 contains 44029 members 
Mstep: Class 43 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401968.000000 Penalty: 28102.771484
Iteration 194Q: 44 clusters Score -8.740197e+07 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 34799 members 
Mstep: Class 3 contains 90548 members 
Mstep: Class 4 contains 96039 members 
Mstep: Class 5 contains 5289 members 
Mstep: Class 6 contains 9700 members 
Mstep: Class 7 contains 95631 members 
Mstep: Class 8 contains 9070 members 
Mstep: Class 9 contains 72714 members 
Mstep: Class 10 contains 60266 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 44800 members 
Mstep: Class 13 contains 1025 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 15468 members 
Mstep: Class 16 contains 70133 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 768 members 
Mstep: Class 19 contains 15374 members 
Mstep: Class 20 contains 3493 members 
Mstep: Class 21 contains 20716 members 
Mstep: Class 22 contains 5952 members 
Mstep: Class 23 contains 9690 members 
Mstep: Class 24 contains 17708 members 
Mstep: Class 25 contains 92937 members 
Mstep: Class 26 contains 1603 members 
Mstep: Class 27 contains 159210 members 
Mstep: Class 28 contains 186423 members 
Mstep: Class 29 contains 63144 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 91437 members 
Mstep: Class 32 contains 71222 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21107 members 
Mstep: Class 35 contains 166959 members 
Mstep: Class 36 contains 55155 members 
Mstep: Class 37 contains 18874 members 
Mstep: Class 38 contains 3862 members 
Mstep: Class 39 contains 2659 members 
Mstep: Class 40 contains 8437 members 
Mstep: Class 41 contains 18699 members 
Mstep: Class 42 contains 44825 members 
Mstep: Class 43 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87402552.000000 Penalty: 28102.771484
Iteration 195Q: 44 clusters Score -8.740255e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 34458 members 
Mstep: Class 3 contains 90505 members 
Mstep: Class 4 contains 95354 members 
Mstep: Class 5 contains 5302 members 
Mstep: Class 6 contains 9773 members 
Mstep: Class 7 contains 95819 members 
Mstep: Class 8 contains 9083 members 
Mstep: Class 9 contains 72503 members 
Mstep: Class 10 contains 59705 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 42894 members 
Mstep: Class 13 contains 1025 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 15460 members 
Mstep: Class 16 contains 69563 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 769 members 
Mstep: Class 19 contains 15325 members 
Mstep: Class 20 contains 3495 members 
Mstep: Class 21 contains 20741 members 
Mstep: Class 22 contains 5951 members 
Mstep: Class 23 contains 9666 members 
Mstep: Class 24 contains 17554 members 
Mstep: Class 25 contains 92982 members 
Mstep: Class 26 contains 1601 members 
Mstep: Class 27 contains 158224 members 
Mstep: Class 28 contains 191365 members 
Mstep: Class 29 contains 63122 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 90934 members 
Mstep: Class 32 contains 70916 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 20939 members 
Mstep: Class 35 contains 167167 members 
Mstep: Class 36 contains 55356 members 
Mstep: Class 37 contains 18831 members 
Mstep: Class 38 contains 3734 members 
Mstep: Class 39 contains 2931 members 
Mstep: Class 40 contains 8436 members 
Mstep: Class 41 contains 18696 members 
Mstep: Class 42 contains 45700 members 
Mstep: Class 43 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401896.000000 Penalty: 28102.771484
Iteration 196Q: 44 clusters Score -8.74019e+07 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 34128 members 
Mstep: Class 3 contains 90522 members 
Mstep: Class 4 contains 94699 members 
Mstep: Class 5 contains 5326 members 
Mstep: Class 6 contains 9831 members 
Mstep: Class 7 contains 96002 members 
Mstep: Class 8 contains 9101 members 
Mstep: Class 9 contains 72325 members 
Mstep: Class 10 contains 59022 members 
Mstep: Class 11 contains 4692 members 
Mstep: Class 12 contains 40867 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 15 contains 15468 members 
Mstep: Class 16 contains 68992 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 770 members 
Mstep: Class 19 contains 15295 members 
Mstep: Class 20 contains 3512 members 
Mstep: Class 21 contains 20758 members 
Mstep: Class 22 contains 5949 members 
Mstep: Class 23 contains 9623 members 
Mstep: Class 24 contains 17431 members 
Mstep: Class 25 contains 93007 members 
Mstep: Class 26 contains 1601 members 
Mstep: Class 27 contains 157511 members 
Mstep: Class 28 contains 195989 members 
Mstep: Class 29 contains 63118 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 90400 members 
Mstep: Class 32 contains 70645 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 20803 members 
Mstep: Class 35 contains 167489 members 
Mstep: Class 36 contains 55517 members 
Mstep: Class 37 contains 18762 members 
Mstep: Class 38 contains 3597 members 
Mstep: Class 39 contains 3212 members 
Mstep: Class 40 contains 8436 members 
Mstep: Class 41 contains 18702 members 
Mstep: Class 42 contains 46588 members 
Mstep: Class 43 contains 4716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400008.000000 Penalty: 28102.771484
Iteration 197Q: 44 clusters Score -8.740001e+07 nChanged 13984
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 33752 members 
Mstep: Class 3 contains 90586 members 
Mstep: Class 4 contains 94067 members 
Mstep: Class 5 contains 5363 members 
Mstep: Class 6 contains 9886 members 
Mstep: Class 7 contains 96221 members 
Mstep: Class 8 contains 9120 members 
Mstep: Class 9 contains 72168 members 
Mstep: Class 10 contains 58267 members 
Mstep: Class 11 contains 4686 members 
Mstep: Class 12 contains 38622 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 3230 members 
Mstep: Class 15 contains 15491 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 15289 members 
Mstep: Class 20 contains 3528 members 
Mstep: Class 21 contains 20776 members 
Mstep: Class 22 contains 5924 members 
Mstep: Class 23 contains 9574 members 
Mstep: Class 24 contains 17353 members 
Mstep: Class 25 contains 93030 members 
Mstep: Class 26 contains 1603 members 
Mstep: Class 27 contains 156779 members 
Mstep: Class 28 contains 200774 members 
Mstep: Class 29 contains 63125 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 89701 members 
Mstep: Class 32 contains 70343 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 20728 members 
Mstep: Class 35 contains 167768 members 
Mstep: Class 36 contains 55716 members 
Mstep: Class 37 contains 18724 members 
Mstep: Class 38 contains 3433 members 
Mstep: Class 39 contains 3552 members 
Mstep: Class 40 contains 8437 members 
Mstep: Class 41 contains 18708 members 
Mstep: Class 42 contains 47550 members 
Mstep: Class 43 contains 4773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87398192.000000 Penalty: 28102.771484
Iteration 198Q: 44 clusters Score -8.739819e+07 nChanged 14707
Entering ConstructFrom: 
Score: -87398192.000000 Penalty: 28102.771484
Entering ConstructFrom: 
Trying to split cluster 1 (28035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Entering Unmasked Estep 
Score: -1544070.250000 Penalty: 465.975006
	Iteration 0F: 2 clusters Score -1544070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1525382.375000 Penalty: 931.950012
	Iteration 0F: 3 clusters Score -1525382 nChanged 13429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1533909.875000 Penalty: 931.950012
	Iteration 1F: 3 clusters Score -1533910 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1534795.875000 Penalty: 931.950012
	Iteration 2F: 3 clusters Score -1534796 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -1536460.000000 Penalty: 931.950012
	Iteration 3F: 3 clusters Score -1536460 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1539490.625000 Penalty: 931.950012
	Iteration 4F: 3 clusters Score -1539491 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1541984.500000 Penalty: 931.950012
	Iteration 5F: 3 clusters Score -1541984 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1542896.375000 Penalty: 931.950012
	Iteration 6Q: 3 clusters Score -1542896 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1543296.375000 Penalty: 931.950012
	Iteration 7Q: 3 clusters Score -1543296 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1543488.125000 Penalty: 931.950012
	Iteration 8Q: 3 clusters Score -1543488 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1543570.125000 Penalty: 931.950012
	Iteration 9Q: 3 clusters Score -1543570 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1543608.500000 Penalty: 931.950012
	Iteration 10Q: 3 clusters Score -1543608 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1543632.625000 Penalty: 931.950012
	Iteration 11Q: 3 clusters Score -1543633 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1543649.000000 Penalty: 931.950012
	Iteration 12Q: 3 clusters Score -1543649 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1543658.500000 Penalty: 931.950012
	Iteration 13Q: 3 clusters Score -1543658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1543657.875000 Penalty: 931.950012
	Iteration 14Q: 3 clusters Score -1543658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1543664.500000 Penalty: 931.950012
	Iteration 15Q: 3 clusters Score -1543664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1543661.875000 Penalty: 931.950012
	Iteration 16Q: 3 clusters Score -1543662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1543666.500000 Penalty: 931.950012
	Iteration 17Q: 3 clusters Score -1543666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1543666.625000 Penalty: 931.950012
	Iteration 18Q: 3 clusters Score -1543667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1543668.000000 Penalty: 931.950012
	Iteration 19Q: 3 clusters Score -1543668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1543669.750000 Penalty: 931.950012
	Iteration 20F: 3 clusters Score -1543670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1543669.750000 Penalty: 931.950012
	Iteration 21Q: 3 clusters Score -1543670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1543679.250000 Penalty: 931.950012
	Iteration 22Q: 3 clusters Score -1543679 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1543679.125000 Penalty: 931.950012
	Iteration 23Q: 3 clusters Score -1543679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1543687.125000 Penalty: 931.950012
	Iteration 24Q: 3 clusters Score -1543687 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1543687.250000 Penalty: 931.950012
	Iteration 25Q: 3 clusters Score -1543687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1543689.250000 Penalty: 931.950012
	Iteration 26Q: 3 clusters Score -1543689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1543693.375000 Penalty: 931.950012
	Iteration 27Q: 3 clusters Score -1543693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1543689.000000 Penalty: 931.950012
	Iteration 28Q: 3 clusters Score -1543689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1543692.625000 Penalty: 931.950012
	Iteration 29Q: 3 clusters Score -1543693 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1543688.000000 Penalty: 931.950012
	Iteration 30Q: 3 clusters Score -1543688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1543687.875000 Penalty: 931.950012
	Iteration 31Q: 3 clusters Score -1543688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1543689.625000 Penalty: 931.950012
	Iteration 32Q: 3 clusters Score -1543690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1543694.500000 Penalty: 931.950012
	Iteration 33Q: 3 clusters Score -1543694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1543695.625000 Penalty: 931.950012
	Iteration 34Q: 3 clusters Score -1543696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1543697.000000 Penalty: 931.950012
	Iteration 35Q: 3 clusters Score -1543697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1543693.250000 Penalty: 931.950012
	Iteration 36Q: 3 clusters Score -1543693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1543691.625000 Penalty: 931.950012
	Iteration 37Q: 3 clusters Score -1543692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1543690.250000 Penalty: 931.950012
	Iteration 38Q: 3 clusters Score -1543690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1543692.375000 Penalty: 931.950012
	Iteration 39Q: 3 clusters Score -1543692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1543695.375000 Penalty: 931.950012
	Iteration 40F: 3 clusters Score -1543695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1543693.500000 Penalty: 931.950012
	Iteration 41Q: 3 clusters Score -1543694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1543696.000000 Penalty: 931.950012
	Iteration 42Q: 3 clusters Score -1543696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1543692.250000 Penalty: 931.950012
	Iteration 43Q: 3 clusters Score -1543692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1543691.750000 Penalty: 931.950012
	Iteration 44Q: 3 clusters Score -1543692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1543695.375000 Penalty: 931.950012
	Iteration 45Q: 3 clusters Score -1543695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1543693.250000 Penalty: 931.950012
	Iteration 46Q: 3 clusters Score -1543693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1543692.625000 Penalty: 931.950012
	Iteration 47Q: 3 clusters Score -1543693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1543693.000000 Penalty: 931.950012
	Iteration 48Q: 3 clusters Score -1543693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1543692.375000 Penalty: 931.950012
	Iteration 49Q: 3 clusters Score -1543692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1543696.250000 Penalty: 931.950012
	Iteration 50Q: 3 clusters Score -1543696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1543694.375000 Penalty: 931.950012
	Iteration 51Q: 3 clusters Score -1543694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1543691.250000 Penalty: 931.950012
	Iteration 52Q: 3 clusters Score -1543691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1543694.375000 Penalty: 931.950012
	Iteration 53Q: 3 clusters Score -1543694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1543696.125000 Penalty: 931.950012
	Iteration 54Q: 3 clusters Score -1543696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1543697.375000 Penalty: 931.950012
	Iteration 55Q: 3 clusters Score -1543697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1543692.875000 Penalty: 931.950012
	Iteration 56Q: 3 clusters Score -1543693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1543692.750000 Penalty: 931.950012
	Iteration 57Q: 3 clusters Score -1543693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1543692.125000 Penalty: 931.950012
	Iteration 58Q: 3 clusters Score -1543692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1543693.750000 Penalty: 931.950012
	Iteration 59Q: 3 clusters Score -1543694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1543694.000000 Penalty: 931.950012
	Iteration 60F: 3 clusters Score -1543694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1543695.125000 Penalty: 931.950012
	Iteration 61Q: 3 clusters Score -1543695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1543696.625000 Penalty: 931.950012
	Iteration 62Q: 3 clusters Score -1543697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1543698.125000 Penalty: 931.950012
	Iteration 63Q: 3 clusters Score -1543698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1543699.250000 Penalty: 931.950012
	Iteration 64Q: 3 clusters Score -1543699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1543696.375000 Penalty: 931.950012
	Iteration 65Q: 3 clusters Score -1543696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1543693.625000 Penalty: 931.950012
	Iteration 66Q: 3 clusters Score -1543694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1543694.375000 Penalty: 931.950012
	Iteration 67Q: 3 clusters Score -1543694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1543693.875000 Penalty: 931.950012
	Iteration 68Q: 3 clusters Score -1543694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1543692.500000 Penalty: 931.950012
	Iteration 69Q: 3 clusters Score -1543692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1543693.125000 Penalty: 931.950012
	Iteration 70Q: 3 clusters Score -1543693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1543696.125000 Penalty: 931.950012
	Iteration 71Q: 3 clusters Score -1543696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1543693.750000 Penalty: 931.950012
	Iteration 72Q: 3 clusters Score -1543694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1543694.000000 Penalty: 931.950012
	Iteration 73Q: 3 clusters Score -1543694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1543692.750000 Penalty: 931.950012
	Iteration 74Q: 3 clusters Score -1543693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1543692.000000 Penalty: 931.950012
	Iteration 75Q: 3 clusters Score -1543692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1543690.875000 Penalty: 931.950012
	Iteration 76Q: 3 clusters Score -1543691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1543691.375000 Penalty: 931.950012
	Iteration 77Q: 3 clusters Score -1543691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1543688.250000 Penalty: 931.950012
	Iteration 78Q: 3 clusters Score -1543688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1543687.625000 Penalty: 931.950012
	Iteration 79Q: 3 clusters Score -1543688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1543685.875000 Penalty: 931.950012
	Iteration 80F: 3 clusters Score -1543686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1543687.125000 Penalty: 931.950012
	Iteration 81Q: 3 clusters Score -1543687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1543692.750000 Penalty: 931.950012
	Iteration 82Q: 3 clusters Score -1543693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1543697.500000 Penalty: 931.950012
	Iteration 83Q: 3 clusters Score -1543698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1543695.000000 Penalty: 931.950012
	Iteration 84Q: 3 clusters Score -1543695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1543696.000000 Penalty: 931.950012
	Iteration 85Q: 3 clusters Score -1543696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1543697.750000 Penalty: 931.950012
	Iteration 86Q: 3 clusters Score -1543698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1543692.000000 Penalty: 931.950012
	Iteration 87Q: 3 clusters Score -1543692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1543689.375000 Penalty: 931.950012
	Iteration 88Q: 3 clusters Score -1543689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1543689.625000 Penalty: 931.950012
	Iteration 89Q: 3 clusters Score -1543690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1543697.375000 Penalty: 931.950012
	Iteration 90Q: 3 clusters Score -1543697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1543693.750000 Penalty: 931.950012
	Iteration 91Q: 3 clusters Score -1543694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1543695.000000 Penalty: 931.950012
	Iteration 92Q: 3 clusters Score -1543695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1543692.125000 Penalty: 931.950012
	Iteration 93Q: 3 clusters Score -1543692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1543690.250000 Penalty: 931.950012
	Iteration 94Q: 3 clusters Score -1543690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1543689.500000 Penalty: 931.950012
	Iteration 95Q: 3 clusters Score -1543690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1543691.125000 Penalty: 931.950012
	Iteration 96Q: 3 clusters Score -1543691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1543691.250000 Penalty: 931.950012
	Iteration 97Q: 3 clusters Score -1543691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1543691.500000 Penalty: 931.950012
	Iteration 98Q: 3 clusters Score -1543692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1543693.250000 Penalty: 931.950012
	Iteration 99Q: 3 clusters Score -1543693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1543691.625000 Penalty: 931.950012
	Iteration 100F: 3 clusters Score -1543692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1543691.625000 Penalty: 931.950012
	Iteration 101Q: 3 clusters Score -1543692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1543688.875000 Penalty: 931.950012
	Iteration 102Q: 3 clusters Score -1543689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1543692.250000 Penalty: 931.950012
	Iteration 103Q: 3 clusters Score -1543692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1543691.750000 Penalty: 931.950012
	Iteration 104Q: 3 clusters Score -1543692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1543690.500000 Penalty: 931.950012
	Iteration 105Q: 3 clusters Score -1543690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1543690.500000 Penalty: 931.950012
	Iteration 106F: 3 clusters Score -1543690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Entering Unmasked Estep 
Score: -1878478.125000 Penalty: 473.879456
	Iteration 0F: 2 clusters Score -1878478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1856209.000000 Penalty: 947.758911
	Iteration 0F: 3 clusters Score -1856209 nChanged 16063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1866078.625000 Penalty: 947.758911
	Iteration 1F: 3 clusters Score -1866079 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1866990.250000 Penalty: 947.758911
	Iteration 2Q: 3 clusters Score -1866990 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1868698.375000 Penalty: 947.758911
	Iteration 3F: 3 clusters Score -1868698 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1871424.500000 Penalty: 947.758911
	Iteration 4F: 3 clusters Score -1871424 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -1873727.000000 Penalty: 947.758911
	Iteration 5F: 3 clusters Score -1873727 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1874793.500000 Penalty: 947.758911
	Iteration 6Q: 3 clusters Score -1874794 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -1875432.250000 Penalty: 947.758911
	Iteration 7Q: 3 clusters Score -1875432 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1875893.250000 Penalty: 947.758911
	Iteration 8Q: 3 clusters Score -1875893 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -1876256.500000 Penalty: 947.758911
	Iteration 9Q: 3 clusters Score -1876256 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -1876522.000000 Penalty: 947.758911
	Iteration 10Q: 3 clusters Score -1876522 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1876720.375000 Penalty: 947.758911
	Iteration 11Q: 3 clusters Score -1876720 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -1876837.750000 Penalty: 947.758911
	Iteration 12Q: 3 clusters Score -1876838 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -1876903.875000 Penalty: 947.758911
	Iteration 13Q: 3 clusters Score -1876904 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1876920.375000 Penalty: 947.758911
	Iteration 14Q: 3 clusters Score -1876920 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -1876943.375000 Penalty: 947.758911
	Iteration 15Q: 3 clusters Score -1876943 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1876964.500000 Penalty: 947.758911
	Iteration 16Q: 3 clusters Score -1876964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1876972.250000 Penalty: 947.758911
	Iteration 17Q: 3 clusters Score -1876972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -1876972.500000 Penalty: 947.758911
	Iteration 18Q: 3 clusters Score -1876972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -1876991.375000 Penalty: 947.758911
	Iteration 19Q: 3 clusters Score -1876991 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1876994.750000 Penalty: 947.758911
	Iteration 20F: 3 clusters Score -1876995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -1877000.500000 Penalty: 947.758911
	Iteration 21Q: 3 clusters Score -1877000 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -1877001.750000 Penalty: 947.758911
	Iteration 22Q: 3 clusters Score -1877002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1877004.000000 Penalty: 947.758911
	Iteration 23Q: 3 clusters Score -1877004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -1877001.875000 Penalty: 947.758911
	Iteration 24Q: 3 clusters Score -1877002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1877001.500000 Penalty: 947.758911
	Iteration 25Q: 3 clusters Score -1877002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1876999.250000 Penalty: 947.758911
	Iteration 26Q: 3 clusters Score -1876999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -1877000.625000 Penalty: 947.758911
	Iteration 27Q: 3 clusters Score -1877001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1877005.375000 Penalty: 947.758911
	Iteration 28Q: 3 clusters Score -1877005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -1877005.375000 Penalty: 947.758911
	Iteration 29Q: 3 clusters Score -1877005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1877001.875000 Penalty: 947.758911
	Iteration 30Q: 3 clusters Score -1877002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -1877004.000000 Penalty: 947.758911
	Iteration 31Q: 3 clusters Score -1877004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1877003.125000 Penalty: 947.758911
	Iteration 32Q: 3 clusters Score -1877003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1877003.000000 Penalty: 947.758911
	Iteration 33Q: 3 clusters Score -1877003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -1877001.875000 Penalty: 947.758911
	Iteration 34Q: 3 clusters Score -1877002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -1877001.875000 Penalty: 947.758911
	Iteration 35Q: 3 clusters Score -1877002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1877001.750000 Penalty: 947.758911
	Iteration 36Q: 3 clusters Score -1877002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1877003.125000 Penalty: 947.758911
	Iteration 37Q: 3 clusters Score -1877003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1877000.125000 Penalty: 947.758911
	Iteration 38Q: 3 clusters Score -1877000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -1876999.000000 Penalty: 947.758911
	Iteration 39Q: 3 clusters Score -1876999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -1877001.000000 Penalty: 947.758911
	Iteration 40F: 3 clusters Score -1877001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1877000.625000 Penalty: 947.758911
	Iteration 41Q: 3 clusters Score -1877001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1876999.125000 Penalty: 947.758911
	Iteration 42Q: 3 clusters Score -1876999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1876998.750000 Penalty: 947.758911
	Iteration 43Q: 3 clusters Score -1876999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1876999.375000 Penalty: 947.758911
	Iteration 44Q: 3 clusters Score -1876999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1876999.750000 Penalty: 947.758911
	Iteration 45Q: 3 clusters Score -1877000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -1876997.000000 Penalty: 947.758911
	Iteration 46Q: 3 clusters Score -1876997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1876999.500000 Penalty: 947.758911
	Iteration 47Q: 3 clusters Score -1877000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -1876999.500000 Penalty: 947.758911
	Iteration 48Q: 3 clusters Score -1877000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -1876998.750000 Penalty: 947.758911
	Iteration 49Q: 3 clusters Score -1876999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1876999.250000 Penalty: 947.758911
	Iteration 50Q: 3 clusters Score -1876999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -1876998.875000 Penalty: 947.758911
	Iteration 51Q: 3 clusters Score -1876999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1876999.000000 Penalty: 947.758911
	Iteration 52Q: 3 clusters Score -1876999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -1876999.000000 Penalty: 947.758911
	Iteration 53F: 3 clusters Score -1876999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (90698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90698 members 
Entering Unmasked Estep 
Score: -4778212.000000 Penalty: 519.395752
	Iteration 0F: 2 clusters Score -4778212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -4717622.500000 Penalty: 1038.791504
	Iteration 0F: 3 clusters Score -4717622 nChanged 44358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -4745720.000000 Penalty: 1038.791504
	Iteration 1F: 3 clusters Score -4745720 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4748070.500000 Penalty: 1038.791504
	Iteration 2Q: 3 clusters Score -4748070 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -4751322.000000 Penalty: 1038.791504
	Iteration 3F: 3 clusters Score -4751322 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -4755692.500000 Penalty: 1038.791504
	Iteration 4F: 3 clusters Score -4755692 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -4760659.000000 Penalty: 1038.791504
	Iteration 5F: 3 clusters Score -4760659 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4764280.500000 Penalty: 1038.791504
	Iteration 6F: 3 clusters Score -4764280 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -4765510.000000 Penalty: 1038.791504
	Iteration 7Q: 3 clusters Score -4765510 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -4765902.500000 Penalty: 1038.791504
	Iteration 8Q: 3 clusters Score -4765902 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -4766047.000000 Penalty: 1038.791504
	Iteration 9Q: 3 clusters Score -4766047 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4766230.000000 Penalty: 1038.791504
	Iteration 10Q: 3 clusters Score -4766230 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4766364.000000 Penalty: 1038.791504
	Iteration 11Q: 3 clusters Score -4766364 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4766533.000000 Penalty: 1038.791504
	Iteration 12Q: 3 clusters Score -4766533 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -4766676.500000 Penalty: 1038.791504
	Iteration 13Q: 3 clusters Score -4766676 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -4766830.500000 Penalty: 1038.791504
	Iteration 14Q: 3 clusters Score -4766830 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4767037.000000 Penalty: 1038.791504
	Iteration 15Q: 3 clusters Score -4767037 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4767219.500000 Penalty: 1038.791504
	Iteration 16Q: 3 clusters Score -4767220 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -4767440.500000 Penalty: 1038.791504
	Iteration 17Q: 3 clusters Score -4767440 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -4767630.000000 Penalty: 1038.791504
	Iteration 18Q: 3 clusters Score -4767630 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -4767855.000000 Penalty: 1038.791504
	Iteration 19Q: 3 clusters Score -4767855 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4768190.000000 Penalty: 1038.791504
	Iteration 20F: 3 clusters Score -4768190 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62277 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -4768560.000000 Penalty: 1038.791504
	Iteration 21Q: 3 clusters Score -4768560 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -4768984.500000 Penalty: 1038.791504
	Iteration 22Q: 3 clusters Score -4768984 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4769495.500000 Penalty: 1038.791504
	Iteration 23Q: 3 clusters Score -4769496 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -4769997.500000 Penalty: 1038.791504
	Iteration 24Q: 3 clusters Score -4769998 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -4770579.000000 Penalty: 1038.791504
	Iteration 25Q: 3 clusters Score -4770579 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4771056.500000 Penalty: 1038.791504
	Iteration 26Q: 3 clusters Score -4771056 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -4771552.500000 Penalty: 1038.791504
	Iteration 27Q: 3 clusters Score -4771552 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4772035.000000 Penalty: 1038.791504
	Iteration 28Q: 3 clusters Score -4772035 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4772509.000000 Penalty: 1038.791504
	Iteration 29Q: 3 clusters Score -4772509 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4772947.000000 Penalty: 1038.791504
	Iteration 30Q: 3 clusters Score -4772947 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -4773278.000000 Penalty: 1038.791504
	Iteration 31Q: 3 clusters Score -4773278 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4773555.500000 Penalty: 1038.791504
	Iteration 32Q: 3 clusters Score -4773556 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4773818.000000 Penalty: 1038.791504
	Iteration 33Q: 3 clusters Score -4773818 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -4774041.000000 Penalty: 1038.791504
	Iteration 34Q: 3 clusters Score -4774041 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -4774210.500000 Penalty: 1038.791504
	Iteration 35Q: 3 clusters Score -4774210 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78847 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4774378.500000 Penalty: 1038.791504
	Iteration 36Q: 3 clusters Score -4774378 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -4774565.000000 Penalty: 1038.791504
	Iteration 37Q: 3 clusters Score -4774565 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -4774736.000000 Penalty: 1038.791504
	Iteration 38Q: 3 clusters Score -4774736 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -4774880.500000 Penalty: 1038.791504
	Iteration 39Q: 3 clusters Score -4774880 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4774998.500000 Penalty: 1038.791504
	Iteration 40F: 3 clusters Score -4774998 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -4775135.000000 Penalty: 1038.791504
	Iteration 41Q: 3 clusters Score -4775135 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -4775299.000000 Penalty: 1038.791504
	Iteration 42Q: 3 clusters Score -4775299 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -4775505.000000 Penalty: 1038.791504
	Iteration 43Q: 3 clusters Score -4775505 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84127 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -4775711.500000 Penalty: 1038.791504
	Iteration 44Q: 3 clusters Score -4775712 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -4775933.500000 Penalty: 1038.791504
	Iteration 45Q: 3 clusters Score -4775934 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85426 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -4776105.500000 Penalty: 1038.791504
	Iteration 46Q: 3 clusters Score -4776106 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4776308.500000 Penalty: 1038.791504
	Iteration 47Q: 3 clusters Score -4776308 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -4776508.500000 Penalty: 1038.791504
	Iteration 48Q: 3 clusters Score -4776508 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87108 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4776648.000000 Penalty: 1038.791504
	Iteration 49Q: 3 clusters Score -4776648 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87577 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4776835.500000 Penalty: 1038.791504
	Iteration 50Q: 3 clusters Score -4776836 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4776966.500000 Penalty: 1038.791504
	Iteration 51Q: 3 clusters Score -4776966 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4777095.500000 Penalty: 1038.791504
	Iteration 52Q: 3 clusters Score -4777096 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4777228.500000 Penalty: 1038.791504
	Iteration 53Q: 3 clusters Score -4777228 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4777328.000000 Penalty: 1038.791504
	Iteration 54Q: 3 clusters Score -4777328 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4777415.500000 Penalty: 1038.791504
	Iteration 55Q: 3 clusters Score -4777416 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4777480.500000 Penalty: 1038.791504
	Iteration 56Q: 3 clusters Score -4777480 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4777537.000000 Penalty: 1038.791504
	Iteration 57Q: 3 clusters Score -4777537 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4777589.500000 Penalty: 1038.791504
	Iteration 58Q: 3 clusters Score -4777590 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4777643.500000 Penalty: 1038.791504
	Iteration 59Q: 3 clusters Score -4777644 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4777691.500000 Penalty: 1038.791504
	Iteration 60F: 3 clusters Score -4777692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4777721.000000 Penalty: 1038.791504
	Iteration 61Q: 3 clusters Score -4777721 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90199 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4777738.500000 Penalty: 1038.791504
	Iteration 62Q: 3 clusters Score -4777738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4777746.500000 Penalty: 1038.791504
	Iteration 63Q: 3 clusters Score -4777746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4777764.000000 Penalty: 1038.791504
	Iteration 64Q: 3 clusters Score -4777764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90286 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4777773.500000 Penalty: 1038.791504
	Iteration 65Q: 3 clusters Score -4777774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90299 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4777777.000000 Penalty: 1038.791504
	Iteration 66Q: 3 clusters Score -4777777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4777784.500000 Penalty: 1038.791504
	Iteration 67Q: 3 clusters Score -4777784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4777788.500000 Penalty: 1038.791504
	Iteration 68Q: 3 clusters Score -4777788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4777783.500000 Penalty: 1038.791504
	Iteration 69Q: 3 clusters Score -4777784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4777798.000000 Penalty: 1038.791504
	Iteration 70Q: 3 clusters Score -4777798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4777798.500000 Penalty: 1038.791504
	Iteration 71Q: 3 clusters Score -4777798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4777804.000000 Penalty: 1038.791504
	Iteration 72Q: 3 clusters Score -4777804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4777807.500000 Penalty: 1038.791504
	Iteration 73Q: 3 clusters Score -4777808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90399 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4777808.500000 Penalty: 1038.791504
	Iteration 74Q: 3 clusters Score -4777808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4777813.500000 Penalty: 1038.791504
	Iteration 75Q: 3 clusters Score -4777814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4777817.500000 Penalty: 1038.791504
	Iteration 76Q: 3 clusters Score -4777818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90422 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4777822.000000 Penalty: 1038.791504
	Iteration 77Q: 3 clusters Score -4777822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90428 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4777822.500000 Penalty: 1038.791504
	Iteration 78Q: 3 clusters Score -4777822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4777828.500000 Penalty: 1038.791504
	Iteration 79Q: 3 clusters Score -4777828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90436 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4777830.000000 Penalty: 1038.791504
	Iteration 80F: 3 clusters Score -4777830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90442 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4777831.000000 Penalty: 1038.791504
	Iteration 81Q: 3 clusters Score -4777831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4777835.000000 Penalty: 1038.791504
	Iteration 82Q: 3 clusters Score -4777835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4777834.500000 Penalty: 1038.791504
	Iteration 83Q: 3 clusters Score -4777834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4777837.000000 Penalty: 1038.791504
	Iteration 84Q: 3 clusters Score -4777837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4777837.000000 Penalty: 1038.791504
	Iteration 85F: 3 clusters Score -4777837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (93480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Entering Unmasked Estep 
Score: -5097572.000000 Penalty: 520.770386
	Iteration 0F: 2 clusters Score -5097572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -5035524.500000 Penalty: 1041.540771
	Iteration 0F: 3 clusters Score -5035524 nChanged 45572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -5063909.500000 Penalty: 1041.540771
	Iteration 1F: 3 clusters Score -5063910 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -5065374.000000 Penalty: 1041.540771
	Iteration 2Q: 3 clusters Score -5065374 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -5068045.500000 Penalty: 1041.540771
	Iteration 3F: 3 clusters Score -5068046 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -5072540.500000 Penalty: 1041.540771
	Iteration 4F: 3 clusters Score -5072540 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -5078748.000000 Penalty: 1041.540771
	Iteration 5F: 3 clusters Score -5078748 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -5084711.000000 Penalty: 1041.540771
	Iteration 6F: 3 clusters Score -5084711 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -5089016.500000 Penalty: 1041.540771
	Iteration 7F: 3 clusters Score -5089016 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85355 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -5091727.500000 Penalty: 1041.540771
	Iteration 8Q: 3 clusters Score -5091728 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87348 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -5093330.000000 Penalty: 1041.540771
	Iteration 9Q: 3 clusters Score -5093330 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -5094300.000000 Penalty: 1041.540771
	Iteration 10Q: 3 clusters Score -5094300 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5094980.500000 Penalty: 1041.540771
	Iteration 11Q: 3 clusters Score -5094980 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5095467.000000 Penalty: 1041.540771
	Iteration 12Q: 3 clusters Score -5095467 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5095798.500000 Penalty: 1041.540771
	Iteration 13Q: 3 clusters Score -5095798 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91450 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5096080.000000 Penalty: 1041.540771
	Iteration 14Q: 3 clusters Score -5096080 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5096319.000000 Penalty: 1041.540771
	Iteration 15Q: 3 clusters Score -5096319 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5096552.000000 Penalty: 1041.540771
	Iteration 16Q: 3 clusters Score -5096552 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5096694.500000 Penalty: 1041.540771
	Iteration 17Q: 3 clusters Score -5096694 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5096776.000000 Penalty: 1041.540771
	Iteration 18Q: 3 clusters Score -5096776 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92701 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5096830.500000 Penalty: 1041.540771
	Iteration 19Q: 3 clusters Score -5096830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5096905.500000 Penalty: 1041.540771
	Iteration 20F: 3 clusters Score -5096906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92889 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5096945.500000 Penalty: 1041.540771
	Iteration 21Q: 3 clusters Score -5096946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92947 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5096971.500000 Penalty: 1041.540771
	Iteration 22Q: 3 clusters Score -5096972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5096992.500000 Penalty: 1041.540771
	Iteration 23Q: 3 clusters Score -5096992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5097009.500000 Penalty: 1041.540771
	Iteration 24Q: 3 clusters Score -5097010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5097020.500000 Penalty: 1041.540771
	Iteration 25Q: 3 clusters Score -5097020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5097029.000000 Penalty: 1041.540771
	Iteration 26Q: 3 clusters Score -5097029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93091 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5097042.500000 Penalty: 1041.540771
	Iteration 27Q: 3 clusters Score -5097042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93106 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5097048.000000 Penalty: 1041.540771
	Iteration 28Q: 3 clusters Score -5097048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93125 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5097067.000000 Penalty: 1041.540771
	Iteration 29Q: 3 clusters Score -5097067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5097084.500000 Penalty: 1041.540771
	Iteration 30Q: 3 clusters Score -5097084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5097098.000000 Penalty: 1041.540771
	Iteration 31Q: 3 clusters Score -5097098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5097097.000000 Penalty: 1041.540771
	Iteration 32Q: 3 clusters Score -5097097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5097100.000000 Penalty: 1041.540771
	Iteration 33Q: 3 clusters Score -5097100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5097100.500000 Penalty: 1041.540771
	Iteration 34Q: 3 clusters Score -5097100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5097108.500000 Penalty: 1041.540771
	Iteration 35Q: 3 clusters Score -5097108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5097107.500000 Penalty: 1041.540771
	Iteration 36Q: 3 clusters Score -5097108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5097108.000000 Penalty: 1041.540771
	Iteration 37Q: 3 clusters Score -5097108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5097108.000000 Penalty: 1041.540771
	Iteration 38F: 3 clusters Score -5097108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Entering Unmasked Estep 
Score: -282643.937500 Penalty: 391.008728
	Iteration 0F: 2 clusters Score -282643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -279010.562500 Penalty: 782.017456
	Iteration 0F: 3 clusters Score -279010.6 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -280692.093750 Penalty: 782.017456
	Iteration 1F: 3 clusters Score -280692.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -281047.625000 Penalty: 782.017456
	Iteration 2F: 3 clusters Score -281047.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -281435.562500 Penalty: 782.017456
	Iteration 3F: 3 clusters Score -281435.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -281761.875000 Penalty: 782.017456
	Iteration 4F: 3 clusters Score -281761.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -281965.062500 Penalty: 782.017456
	Iteration 5Q: 3 clusters Score -281965.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -282093.187500 Penalty: 782.017456
	Iteration 6Q: 3 clusters Score -282093.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -282183.843750 Penalty: 782.017456
	Iteration 7Q: 3 clusters Score -282183.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -282273.625000 Penalty: 782.017456
	Iteration 8Q: 3 clusters Score -282273.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -282334.875000 Penalty: 782.017456
	Iteration 9Q: 3 clusters Score -282334.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -282368.062500 Penalty: 782.017456
	Iteration 10Q: 3 clusters Score -282368.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -282392.250000 Penalty: 782.017456
	Iteration 11Q: 3 clusters Score -282392.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -282414.031250 Penalty: 782.017456
	Iteration 12Q: 3 clusters Score -282414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -282423.781250 Penalty: 782.017456
	Iteration 13Q: 3 clusters Score -282423.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -282428.656250 Penalty: 782.017456
	Iteration 14Q: 3 clusters Score -282428.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -282432.218750 Penalty: 782.017456
	Iteration 15Q: 3 clusters Score -282432.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -282440.562500 Penalty: 782.017456
	Iteration 16Q: 3 clusters Score -282440.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -282446.156250 Penalty: 782.017456
	Iteration 17Q: 3 clusters Score -282446.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -282451.312500 Penalty: 782.017456
	Iteration 18Q: 3 clusters Score -282451.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -282455.875000 Penalty: 782.017456
	Iteration 19Q: 3 clusters Score -282455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -282456.937500 Penalty: 782.017456
	Iteration 20F: 3 clusters Score -282456.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -282458.250000 Penalty: 782.017456
	Iteration 21Q: 3 clusters Score -282458.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -282459.750000 Penalty: 782.017456
	Iteration 22Q: 3 clusters Score -282459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -282459.718750 Penalty: 782.017456
	Iteration 23Q: 3 clusters Score -282459.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -282461.656250 Penalty: 782.017456
	Iteration 24Q: 3 clusters Score -282461.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -282462.625000 Penalty: 782.017456
	Iteration 25Q: 3 clusters Score -282462.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -282465.656250 Penalty: 782.017456
	Iteration 26Q: 3 clusters Score -282465.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -282467.843750 Penalty: 782.017456
	Iteration 27Q: 3 clusters Score -282467.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -282468.750000 Penalty: 782.017456
	Iteration 28Q: 3 clusters Score -282468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -282469.812500 Penalty: 782.017456
	Iteration 29Q: 3 clusters Score -282469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -282470.937500 Penalty: 782.017456
	Iteration 30Q: 3 clusters Score -282470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -282473.687500 Penalty: 782.017456
	Iteration 31Q: 3 clusters Score -282473.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -282475.750000 Penalty: 782.017456
	Iteration 32Q: 3 clusters Score -282475.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -282480.343750 Penalty: 782.017456
	Iteration 33Q: 3 clusters Score -282480.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -282487.750000 Penalty: 782.017456
	Iteration 34Q: 3 clusters Score -282487.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -282492.875000 Penalty: 782.017456
	Iteration 35Q: 3 clusters Score -282492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -282495.406250 Penalty: 782.017456
	Iteration 36Q: 3 clusters Score -282495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -282495.968750 Penalty: 782.017456
	Iteration 37Q: 3 clusters Score -282496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -282495.937500 Penalty: 782.017456
	Iteration 38Q: 3 clusters Score -282495.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -282496.250000 Penalty: 782.017456
	Iteration 39Q: 3 clusters Score -282496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -282497.781250 Penalty: 782.017456
	Iteration 40F: 3 clusters Score -282497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -282498.843750 Penalty: 782.017456
	Iteration 41Q: 3 clusters Score -282498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -282499.843750 Penalty: 782.017456
	Iteration 42Q: 3 clusters Score -282499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -282501.031250 Penalty: 782.017456
	Iteration 43Q: 3 clusters Score -282501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -282502.000000 Penalty: 782.017456
	Iteration 44Q: 3 clusters Score -282502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -282503.031250 Penalty: 782.017456
	Iteration 45Q: 3 clusters Score -282503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -282503.875000 Penalty: 782.017456
	Iteration 46Q: 3 clusters Score -282503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -282503.687500 Penalty: 782.017456
	Iteration 47Q: 3 clusters Score -282503.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -282504.000000 Penalty: 782.017456
	Iteration 48Q: 3 clusters Score -282504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -282504.343750 Penalty: 782.017456
	Iteration 49Q: 3 clusters Score -282504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -282504.562500 Penalty: 782.017456
	Iteration 50Q: 3 clusters Score -282504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -282505.281250 Penalty: 782.017456
	Iteration 51Q: 3 clusters Score -282505.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -282506.625000 Penalty: 782.017456
	Iteration 52Q: 3 clusters Score -282506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -282508.000000 Penalty: 782.017456
	Iteration 53Q: 3 clusters Score -282508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -282509.468750 Penalty: 782.017456
	Iteration 54Q: 3 clusters Score -282509.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -282511.843750 Penalty: 782.017456
	Iteration 55Q: 3 clusters Score -282511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -282513.343750 Penalty: 782.017456
	Iteration 56Q: 3 clusters Score -282513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -282513.343750 Penalty: 782.017456
	Iteration 57F: 3 clusters Score -282513.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Entering Unmasked Estep 
Score: -573623.500000 Penalty: 418.824097
	Iteration 0F: 2 clusters Score -573623.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -566968.125000 Penalty: 837.648193
	Iteration 0F: 3 clusters Score -566968.1 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -569656.250000 Penalty: 837.648193
	Iteration 1F: 3 clusters Score -569656.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -569827.250000 Penalty: 837.648193
	Iteration 2Q: 3 clusters Score -569827.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -570025.125000 Penalty: 837.648193
	Iteration 3Q: 3 clusters Score -570025.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -570278.125000 Penalty: 837.648193
	Iteration 4Q: 3 clusters Score -570278.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -570624.125000 Penalty: 837.648193
	Iteration 5F: 3 clusters Score -570624.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -571083.437500 Penalty: 837.648193
	Iteration 6F: 3 clusters Score -571083.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -571642.125000 Penalty: 837.648193
	Iteration 7F: 3 clusters Score -571642.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -572240.000000 Penalty: 837.648193
	Iteration 8F: 3 clusters Score -572240 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -572626.125000 Penalty: 837.648193
	Iteration 9Q: 3 clusters Score -572626.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -572846.562500 Penalty: 837.648193
	Iteration 10Q: 3 clusters Score -572846.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -572968.125000 Penalty: 837.648193
	Iteration 11Q: 3 clusters Score -572968.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -573055.437500 Penalty: 837.648193
	Iteration 12Q: 3 clusters Score -573055.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -573130.375000 Penalty: 837.648193
	Iteration 13Q: 3 clusters Score -573130.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -573185.562500 Penalty: 837.648193
	Iteration 14Q: 3 clusters Score -573185.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -573219.125000 Penalty: 837.648193
	Iteration 15Q: 3 clusters Score -573219.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -573239.625000 Penalty: 837.648193
	Iteration 16Q: 3 clusters Score -573239.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -573248.687500 Penalty: 837.648193
	Iteration 17Q: 3 clusters Score -573248.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -573255.062500 Penalty: 837.648193
	Iteration 18Q: 3 clusters Score -573255.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -573260.312500 Penalty: 837.648193
	Iteration 19Q: 3 clusters Score -573260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -573262.062500 Penalty: 837.648193
	Iteration 20F: 3 clusters Score -573262.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -573264.937500 Penalty: 837.648193
	Iteration 21Q: 3 clusters Score -573264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -573267.750000 Penalty: 837.648193
	Iteration 22Q: 3 clusters Score -573267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -573269.000000 Penalty: 837.648193
	Iteration 23Q: 3 clusters Score -573269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -573273.312500 Penalty: 837.648193
	Iteration 24Q: 3 clusters Score -573273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -573274.312500 Penalty: 837.648193
	Iteration 25Q: 3 clusters Score -573274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -573275.562500 Penalty: 837.648193
	Iteration 26Q: 3 clusters Score -573275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -573276.625000 Penalty: 837.648193
	Iteration 27Q: 3 clusters Score -573276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -573276.625000 Penalty: 837.648193
	Iteration 28F: 3 clusters Score -573276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (96567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96567 members 
Entering Unmasked Estep 
Score: -5327081.000000 Penalty: 522.248657
	Iteration 0F: 2 clusters Score -5327081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -5264080.000000 Penalty: 1044.497314
	Iteration 0F: 3 clusters Score -5264080 nChanged 47026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -5292251.000000 Penalty: 1044.497314
	Iteration 1F: 3 clusters Score -5292251 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -5293365.000000 Penalty: 1044.497314
	Iteration 2Q: 3 clusters Score -5293365 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -5295204.000000 Penalty: 1044.497314
	Iteration 3Q: 3 clusters Score -5295204 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -5297982.000000 Penalty: 1044.497314
	Iteration 4F: 3 clusters Score -5297982 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -5301989.000000 Penalty: 1044.497314
	Iteration 5F: 3 clusters Score -5301989 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -5307485.000000 Penalty: 1044.497314
	Iteration 6F: 3 clusters Score -5307485 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67798 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5313141.500000 Penalty: 1044.497314
	Iteration 7F: 3 clusters Score -5313142 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -5316913.000000 Penalty: 1044.497314
	Iteration 8F: 3 clusters Score -5316913 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -5318871.000000 Penalty: 1044.497314
	Iteration 9Q: 3 clusters Score -5318871 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -5320088.000000 Penalty: 1044.497314
	Iteration 10Q: 3 clusters Score -5320088 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70114 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -5321181.500000 Penalty: 1044.497314
	Iteration 11Q: 3 clusters Score -5321182 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -5322213.500000 Penalty: 1044.497314
	Iteration 12Q: 3 clusters Score -5322214 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -5323138.500000 Penalty: 1044.497314
	Iteration 13Q: 3 clusters Score -5323138 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -5323958.000000 Penalty: 1044.497314
	Iteration 14Q: 3 clusters Score -5323958 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -5324583.000000 Penalty: 1044.497314
	Iteration 15Q: 3 clusters Score -5324583 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -5325196.500000 Penalty: 1044.497314
	Iteration 16Q: 3 clusters Score -5325196 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -5325644.500000 Penalty: 1044.497314
	Iteration 17Q: 3 clusters Score -5325644 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67791 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -5325945.500000 Penalty: 1044.497314
	Iteration 18Q: 3 clusters Score -5325946 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -5326142.000000 Penalty: 1044.497314
	Iteration 19Q: 3 clusters Score -5326142 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -5326299.500000 Penalty: 1044.497314
	Iteration 20F: 3 clusters Score -5326300 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -5326399.500000 Penalty: 1044.497314
	Iteration 21Q: 3 clusters Score -5326400 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -5326482.500000 Penalty: 1044.497314
	Iteration 22Q: 3 clusters Score -5326482 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -5326531.000000 Penalty: 1044.497314
	Iteration 23Q: 3 clusters Score -5326531 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5326550.000000 Penalty: 1044.497314
	Iteration 24Q: 3 clusters Score -5326550 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -5326539.500000 Penalty: 1044.497314
	Iteration 25Q: 3 clusters Score -5326540 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -5326558.500000 Penalty: 1044.497314
	Iteration 26Q: 3 clusters Score -5326558 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -5326559.000000 Penalty: 1044.497314
	Iteration 27Q: 3 clusters Score -5326559 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -5326547.000000 Penalty: 1044.497314
	Iteration 28Q: 3 clusters Score -5326547 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -5326561.500000 Penalty: 1044.497314
	Iteration 29Q: 3 clusters Score -5326562 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -5326577.000000 Penalty: 1044.497314
	Iteration 30Q: 3 clusters Score -5326577 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -5326588.500000 Penalty: 1044.497314
	Iteration 31Q: 3 clusters Score -5326588 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -5326585.500000 Penalty: 1044.497314
	Iteration 32Q: 3 clusters Score -5326586 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -5326584.500000 Penalty: 1044.497314
	Iteration 33Q: 3 clusters Score -5326584 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -5326575.500000 Penalty: 1044.497314
	Iteration 34Q: 3 clusters Score -5326576 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -5326581.000000 Penalty: 1044.497314
	Iteration 35Q: 3 clusters Score -5326581 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63706 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -5326563.500000 Penalty: 1044.497314
	Iteration 36Q: 3 clusters Score -5326564 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63572 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -5326570.500000 Penalty: 1044.497314
	Iteration 37Q: 3 clusters Score -5326570 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -5326577.000000 Penalty: 1044.497314
	Iteration 38Q: 3 clusters Score -5326577 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -5326598.500000 Penalty: 1044.497314
	Iteration 39Q: 3 clusters Score -5326598 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63045 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -5326616.000000 Penalty: 1044.497314
	Iteration 40F: 3 clusters Score -5326616 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -5326638.500000 Penalty: 1044.497314
	Iteration 41Q: 3 clusters Score -5326638 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -5326640.500000 Penalty: 1044.497314
	Iteration 42Q: 3 clusters Score -5326640 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5326653.500000 Penalty: 1044.497314
	Iteration 43Q: 3 clusters Score -5326654 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -5326655.500000 Penalty: 1044.497314
	Iteration 44Q: 3 clusters Score -5326656 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -5326651.500000 Penalty: 1044.497314
	Iteration 45Q: 3 clusters Score -5326652 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62085 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -5326632.500000 Penalty: 1044.497314
	Iteration 46Q: 3 clusters Score -5326632 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -5326638.500000 Penalty: 1044.497314
	Iteration 47Q: 3 clusters Score -5326638 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -5326633.000000 Penalty: 1044.497314
	Iteration 48Q: 3 clusters Score -5326633 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -5326613.000000 Penalty: 1044.497314
	Iteration 49Q: 3 clusters Score -5326613 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -5326615.000000 Penalty: 1044.497314
	Iteration 50Q: 3 clusters Score -5326615 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -5326609.500000 Penalty: 1044.497314
	Iteration 51Q: 3 clusters Score -5326610 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -5326601.000000 Penalty: 1044.497314
	Iteration 52Q: 3 clusters Score -5326601 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -5326610.000000 Penalty: 1044.497314
	Iteration 53Q: 3 clusters Score -5326610 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -5326608.000000 Penalty: 1044.497314
	Iteration 54Q: 3 clusters Score -5326608 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -5326616.000000 Penalty: 1044.497314
	Iteration 55Q: 3 clusters Score -5326616 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -5326607.500000 Penalty: 1044.497314
	Iteration 56Q: 3 clusters Score -5326608 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -5326630.000000 Penalty: 1044.497314
	Iteration 57Q: 3 clusters Score -5326630 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -5326621.000000 Penalty: 1044.497314
	Iteration 58Q: 3 clusters Score -5326621 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -5326610.000000 Penalty: 1044.497314
	Iteration 59Q: 3 clusters Score -5326610 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -5326592.500000 Penalty: 1044.497314
	Iteration 60F: 3 clusters Score -5326592 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -5326613.500000 Penalty: 1044.497314
	Iteration 61Q: 3 clusters Score -5326614 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5326599.000000 Penalty: 1044.497314
	Iteration 62Q: 3 clusters Score -5326599 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -5326605.500000 Penalty: 1044.497314
	Iteration 63Q: 3 clusters Score -5326606 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -5326644.000000 Penalty: 1044.497314
	Iteration 64Q: 3 clusters Score -5326644 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -5326637.500000 Penalty: 1044.497314
	Iteration 65Q: 3 clusters Score -5326638 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -5326638.000000 Penalty: 1044.497314
	Iteration 66Q: 3 clusters Score -5326638 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -5326674.000000 Penalty: 1044.497314
	Iteration 67Q: 3 clusters Score -5326674 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -5326661.000000 Penalty: 1044.497314
	Iteration 68Q: 3 clusters Score -5326661 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -5326628.000000 Penalty: 1044.497314
	Iteration 69Q: 3 clusters Score -5326628 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -5326660.500000 Penalty: 1044.497314
	Iteration 70Q: 3 clusters Score -5326660 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5326637.500000 Penalty: 1044.497314
	Iteration 71Q: 3 clusters Score -5326638 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -5326670.500000 Penalty: 1044.497314
	Iteration 72Q: 3 clusters Score -5326670 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -5326686.500000 Penalty: 1044.497314
	Iteration 73Q: 3 clusters Score -5326686 nChanged 688
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5326690 nChanged 724
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5326716 nChanged 766
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5326704 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5326736 nChanged 785
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5326755 nChanged 770
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5326783 nChanged 846
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5326848 nChanged 891
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5326854 nChanged 835
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5326886 nChanged 796
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Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5326933 nChanged 709
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5326967 nChanged 684
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5326976 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5326992 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5326999 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5326997 nChanged 544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5327029 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5327058 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5327062 nChanged 467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5327070 nChanged 462
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5327084 nChanged 442
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5327073 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5327092 nChanged 398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5327098 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5327092 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5327120 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5327108 nChanged 307
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Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -5327121.500000 Penalty: 1044.497314
	Iteration 100F: 3 clusters Score -5327122 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5327143 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5327140 nChanged 283
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Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5327148 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5327176 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5327184 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5327193 nChanged 233
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Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5327186 nChanged 299
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Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5327173 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5327195 nChanged 341
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Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5327206 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5327224 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5327212 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5327238 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 63668 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5327239 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5327259 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5327289 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5327298 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5327304 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 65153 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5327281 nChanged 273
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Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5327308 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5327294 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5327308 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5327313 nChanged 368
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5327320 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 67052 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5327318 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -5327335.500000 Penalty: 1044.497314
	Iteration 126Q: 3 clusters Score -5327336 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 67667 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5327342 nChanged 314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5327362 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5327360 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5327356 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5327370 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5327351 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5327362 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5327378 nChanged 372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5327365 nChanged 409
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5327368 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5327367 nChanged 377
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Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5327414 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 71698 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5327392 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5327370 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5327379 nChanged 310
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Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5327380 nChanged 374
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Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5327364 nChanged 400
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Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5327328 nChanged 403
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Mstep: Class 1 contains 22610 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5327354 nChanged 490
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Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5327371 nChanged 449
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5327352 nChanged 397
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Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5327348 nChanged 373
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Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5327374 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5327387 nChanged 336
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Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5327420 nChanged 314
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5327436 nChanged 318
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Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5327420 nChanged 316
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Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 77282 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5327422 nChanged 277
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Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -5327428.500000 Penalty: 1044.497314
	Iteration 155Q: 3 clusters Score -5327428 nChanged 288
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Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5327436 nChanged 300
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Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5327437 nChanged 368
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Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -5327438.500000 Penalty: 1044.497314
	Iteration 158Q: 3 clusters Score -5327438 nChanged 298
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5327446 nChanged 239
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Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5327430 nChanged 272
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Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5327431 nChanged 286
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -5327418.500000 Penalty: 1044.497314
	Iteration 162Q: 3 clusters Score -5327418 nChanged 245
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Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 79855 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5327436 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5327438 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5327446 nChanged 126
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Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5327408 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5327404 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5327388 nChanged 122
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Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5327381 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5327402 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 81730 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5327376 nChanged 96
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Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 81826 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5327376 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5327376 nChanged 93
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Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5327366 nChanged 57
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Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5327366 nChanged 84
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Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5327369 nChanged 71
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Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5327360 nChanged 35
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Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5327360 nChanged 63
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Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5327361 nChanged 80
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Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5327360 nChanged 97
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Mstep: Class 1 contains 14083 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5327354 nChanged 56
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Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5327343 nChanged 54
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Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 82683 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5327356 nChanged 49
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Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5327342 nChanged 99
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Mstep: Class 1 contains 13736 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5327352 nChanged 80
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Mstep: Class 1 contains 13656 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13561 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5327320 nChanged 10
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Mstep: Class 1 contains 13553 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5327312 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13530 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5327320 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13486 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5327310 nChanged 26
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Mstep: Class 1 contains 13460 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5327314 nChanged 33
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Mstep: Class 1 contains 13427 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5327323 nChanged 12
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Mstep: Class 1 contains 13433 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5327324 nChanged 8
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Mstep: Class 1 contains 13427 members 
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Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 83158 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5327315 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5327320 nChanged 40
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Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5327316 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13351 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5327321 nChanged 35
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Mstep: Class 1 contains 13316 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5327324 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5327332 nChanged 21
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Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 83305 members 
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	Iteration 208Q: 3 clusters Score -5327332 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 83328 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5327322 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5327319 nChanged 42
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Mstep: Class 1 contains 13160 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5327312 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13121 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5327306 nChanged 4
Entering Unmasked Mstep 
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	Iteration 213Q: 3 clusters Score -5327301 nChanged 10
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5327308 nChanged 13
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Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 83449 members 
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	Iteration 215Q: 3 clusters Score -5327300 nChanged 12
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	Iteration 216Q: 3 clusters Score -5327302 nChanged 23
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	Iteration 217Q: 3 clusters Score -5327299 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13068 members 
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	Iteration 218Q: 3 clusters Score -5327302 nChanged 6
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	Iteration 219Q: 3 clusters Score -5327298 nChanged 3
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Mstep: Class 1 contains 13065 members 
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	Iteration 220F: 3 clusters Score -5327302 nChanged 4
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5327314 nChanged 28
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5327304 nChanged 9
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Mstep: Class 1 contains 13034 members 
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	Iteration 223Q: 3 clusters Score -5327308 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13017 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5327312 nChanged 12
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	Iteration 225Q: 3 clusters Score -5327316 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12951 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5327312 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5327298 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12896 members 
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	Iteration 228Q: 3 clusters Score -5327300 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 83685 members 
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	Iteration 229Q: 3 clusters Score -5327306 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 83719 members 
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	Iteration 230Q: 3 clusters Score -5327303 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12827 members 
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	Iteration 231Q: 3 clusters Score -5327300 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12814 members 
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	Iteration 232Q: 3 clusters Score -5327302 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12777 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5327310 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12725 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5327306 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12701 members 
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	Iteration 235Q: 3 clusters Score -5327311 nChanged 14
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	Iteration 236Q: 3 clusters Score -5327302 nChanged 50
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	Iteration 237Q: 3 clusters Score -5327279 nChanged 41
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5327282 nChanged 29
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Mstep: Class 1 contains 12567 members 
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	Iteration 239Q: 3 clusters Score -5327274 nChanged 9
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5327276 nChanged 15
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	Iteration 241Q: 3 clusters Score -5327268 nChanged 10
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	Iteration 242Q: 3 clusters Score -5327268 nChanged 8
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	Iteration 243Q: 3 clusters Score -5327265 nChanged 7
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	Iteration 244Q: 3 clusters Score -5327270 nChanged 11
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	Iteration 245Q: 3 clusters Score -5327274 nChanged 9
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5327264 nChanged 11
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	Iteration 247Q: 3 clusters Score -5327264 nChanged 27
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5327262 nChanged 8
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5327264 nChanged 14
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	Iteration 250Q: 3 clusters Score -5327262 nChanged 9
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	Iteration 251Q: 3 clusters Score -5327258 nChanged 7
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	Iteration 252Q: 3 clusters Score -5327258 nChanged 8
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	Iteration 253Q: 3 clusters Score -5327257 nChanged 24
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	Iteration 254Q: 3 clusters Score -5327266 nChanged 2
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	Iteration 255Q: 3 clusters Score -5327264 nChanged 3
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	Iteration 256Q: 3 clusters Score -5327265 nChanged 3
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5327260 nChanged 6
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	Iteration 258Q: 3 clusters Score -5327264 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5327258 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5327263 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 84100 members 
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	Iteration 261Q: 3 clusters Score -5327266 nChanged 6
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Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5327263 nChanged 1
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5327264 nChanged 25
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5327266 nChanged 8
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Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5327256 nChanged 14
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Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -5327269 nChanged 16
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Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5327259 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 84153 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -5327260 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -5327252 nChanged 9
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -5327258 nChanged 24
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Mstep: Class 2 contains 84203 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -5327263 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 84258 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -5327259 nChanged 25
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5327256 nChanged 11
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Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -5327258 nChanged 27
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Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5327254 nChanged 49
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Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -5327258 nChanged 18
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Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -5327250 nChanged 60
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Mstep: Class 1 contains 12133 members 
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Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -5327246 nChanged 26
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Mstep: Class 1 contains 12107 members 
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	Iteration 279Q: 3 clusters Score -5327250 nChanged 21
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -5327252 nChanged 11
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	Iteration 281Q: 3 clusters Score -5327251 nChanged 29
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	Iteration 282Q: 3 clusters Score -5327245 nChanged 32
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -5327222 nChanged 45
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Mstep: Class 2 contains 84590 members 
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	Iteration 284Q: 3 clusters Score -5327238 nChanged 40
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -5327228 nChanged 64
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Mstep: Class 2 contains 84694 members 
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	Iteration 286Q: 3 clusters Score -5327228 nChanged 68
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -5327232 nChanged 40
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Mstep: Class 2 contains 84802 members 
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	Iteration 288Q: 3 clusters Score -5327226 nChanged 37
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	Iteration 289Q: 3 clusters Score -5327221 nChanged 37
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Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5327204 nChanged 89
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	Iteration 298Q: 3 clusters Score -5327194 nChanged 114
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Mstep: Class 1 contains 11156 members 
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -5327176 nChanged 55
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	Iteration 301Q: 3 clusters Score -5327170 nChanged 77
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -5327160 nChanged 71
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	Iteration 303Q: 3 clusters Score -5327147 nChanged 42
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	Iteration 304Q: 3 clusters Score -5327141 nChanged 29
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	Iteration 307Q: 3 clusters Score -5327141 nChanged 42
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	Iteration 309Q: 3 clusters Score -5327140 nChanged 58
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	Iteration 310Q: 3 clusters Score -5327131 nChanged 21
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	Iteration 315Q: 3 clusters Score -5327108 nChanged 10
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	Iteration 317Q: 3 clusters Score -5327107 nChanged 7
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	Iteration 318Q: 3 clusters Score -5327100 nChanged 1
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	Iteration 319Q: 3 clusters Score -5327100 nChanged 5
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	Iteration 320F: 3 clusters Score -5327102 nChanged 31
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	Iteration 321Q: 3 clusters Score -5327108 nChanged 20
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	Iteration 322Q: 3 clusters Score -5327107 nChanged 15
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	Iteration 323Q: 3 clusters Score -5327111 nChanged 21
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	Iteration 324Q: 3 clusters Score -5327111 nChanged 23
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	Iteration 325Q: 3 clusters Score -5327112 nChanged 10
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	Iteration 326Q: 3 clusters Score -5327112 nChanged 1
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	Iteration 327Q: 3 clusters Score -5327108 nChanged 13
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	Iteration 328Q: 3 clusters Score -5327110 nChanged 3
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	Iteration 329Q: 3 clusters Score -5327120 nChanged 25
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	Iteration 330Q: 3 clusters Score -5327118 nChanged 8
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	Iteration 331Q: 3 clusters Score -5327110 nChanged 1
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	Iteration 332Q: 3 clusters Score -5327112 nChanged 14
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	Iteration 333Q: 3 clusters Score -5327114 nChanged 11
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	Iteration 334Q: 3 clusters Score -5327105 nChanged 28
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	Iteration 335Q: 3 clusters Score -5327106 nChanged 19
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	Iteration 336Q: 3 clusters Score -5327100 nChanged 34
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	Iteration 337Q: 3 clusters Score -5327104 nChanged 16
Entering Unmasked Mstep 
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	Iteration 338Q: 3 clusters Score -5327104 nChanged 7
Entering Unmasked Mstep 
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	Iteration 339Q: 3 clusters Score -5327110 nChanged 6
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	Iteration 340F: 3 clusters Score -5327112 nChanged 3
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	Iteration 341Q: 3 clusters Score -5327114 nChanged 12
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	Iteration 343Q: 3 clusters Score -5327114 nChanged 5
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	Iteration 344Q: 3 clusters Score -5327116 nChanged 9
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	Iteration 345Q: 3 clusters Score -5327118 nChanged 10
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	Iteration 346Q: 3 clusters Score -5327118 nChanged 9
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	Iteration 347Q: 3 clusters Score -5327126 nChanged 5
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	Iteration 348Q: 3 clusters Score -5327124 nChanged 13
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	Iteration 349Q: 3 clusters Score -5327118 nChanged 10
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	Iteration 351Q: 3 clusters Score -5327121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
Score: -5327120.500000 Penalty: 1044.497314
	Iteration 352Q: 3 clusters Score -5327120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -5327122.000000 Penalty: 1044.497314
	Iteration 353Q: 3 clusters Score -5327122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -5327122.500000 Penalty: 1044.497314
	Iteration 354Q: 3 clusters Score -5327122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -5327126.500000 Penalty: 1044.497314
	Iteration 355Q: 3 clusters Score -5327126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -5327123.000000 Penalty: 1044.497314
	Iteration 356Q: 3 clusters Score -5327123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 86485 members 
Entering Unmasked Estep 
Score: -5327120.500000 Penalty: 1044.497314
	Iteration 357Q: 3 clusters Score -5327120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -5327097.500000 Penalty: 1044.497314
	Iteration 358Q: 3 clusters Score -5327098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -5327088.000000 Penalty: 1044.497314
	Iteration 359Q: 3 clusters Score -5327088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -5327082.500000 Penalty: 1044.497314
	Iteration 360F: 3 clusters Score -5327082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -5327087.000000 Penalty: 1044.497314
	Iteration 361Q: 3 clusters Score -5327087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -5327097.500000 Penalty: 1044.497314
	Iteration 362Q: 3 clusters Score -5327098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
Score: -5327096.500000 Penalty: 1044.497314
	Iteration 363Q: 3 clusters Score -5327096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -5327093.500000 Penalty: 1044.497314
	Iteration 364Q: 3 clusters Score -5327094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 86588 members 
Entering Unmasked Estep 
Score: -5327092.500000 Penalty: 1044.497314
	Iteration 365Q: 3 clusters Score -5327092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -5327091.000000 Penalty: 1044.497314
	Iteration 366Q: 3 clusters Score -5327091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -5327091.500000 Penalty: 1044.497314
	Iteration 367Q: 3 clusters Score -5327092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -5327087.000000 Penalty: 1044.497314
	Iteration 368Q: 3 clusters Score -5327087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -5327093.500000 Penalty: 1044.497314
	Iteration 369Q: 3 clusters Score -5327094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -5327093.500000 Penalty: 1044.497314
	Iteration 370F: 3 clusters Score -5327094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 33354 members 
Mstep: Class 3 contains 90698 members 
Mstep: Class 4 contains 93480 members 
Mstep: Class 5 contains 5397 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 7 contains 9969 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 72026 members 
Mstep: Class 10 contains 57436 members 
Mstep: Class 11 contains 4681 members 
Mstep: Class 12 contains 36319 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 15522 members 
Mstep: Class 16 contains 67846 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 15295 members 
Mstep: Class 20 contains 3550 members 
Mstep: Class 21 contains 20811 members 
Mstep: Class 22 contains 5879 members 
Mstep: Class 23 contains 9538 members 
Mstep: Class 24 contains 17251 members 
Mstep: Class 25 contains 93061 members 
Mstep: Class 26 contains 1604 members 
Mstep: Class 27 contains 155710 members 
Mstep: Class 28 contains 205890 members 
Mstep: Class 29 contains 63134 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 88974 members 
Mstep: Class 32 contains 69935 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 20699 members 
Mstep: Class 35 contains 168050 members 
Mstep: Class 36 contains 55893 members 
Mstep: Class 37 contains 18680 members 
Mstep: Class 38 contains 3262 members 
Mstep: Class 39 contains 3917 members 
Mstep: Class 40 contains 8435 members 
Mstep: Class 41 contains 18709 members 
Mstep: Class 42 contains 48474 members 
Mstep: Class 43 contains 4824 members 
Mstep: Class 44 contains 86598 members 
Entering Unmasked Estep 
Score: -87393864.000000 Penalty: 28756.324219
Splitting cluster 7 changes total score from -87398192.000000 to -87393864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Entering Unmasked Estep 
Score: -488019.437500 Penalty: 414.939087
	Iteration 0F: 2 clusters Score -488019.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -481919.625000 Penalty: 829.878174
	Iteration 0F: 3 clusters Score -481919.6 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -484276.687500 Penalty: 829.878174
	Iteration 1F: 3 clusters Score -484276.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -484473.750000 Penalty: 829.878174
	Iteration 2F: 3 clusters Score -484473.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -484713.343750 Penalty: 829.878174
	Iteration 3F: 3 clusters Score -484713.3 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -485030.625000 Penalty: 829.878174
	Iteration 4F: 3 clusters Score -485030.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -485486.375000 Penalty: 829.878174
	Iteration 5F: 3 clusters Score -485486.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -486088.500000 Penalty: 829.878174
	Iteration 6F: 3 clusters Score -486088.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -486673.812500 Penalty: 829.878174
	Iteration 7F: 3 clusters Score -486673.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -487136.343750 Penalty: 829.878174
	Iteration 8F: 3 clusters Score -487136.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -487398.656250 Penalty: 829.878174
	Iteration 9Q: 3 clusters Score -487398.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -487517.218750 Penalty: 829.878174
	Iteration 10Q: 3 clusters Score -487517.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -487579.812500 Penalty: 829.878174
	Iteration 11Q: 3 clusters Score -487579.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -487610.875000 Penalty: 829.878174
	Iteration 12Q: 3 clusters Score -487610.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -487640.406250 Penalty: 829.878174
	Iteration 13Q: 3 clusters Score -487640.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -487663.437500 Penalty: 829.878174
	Iteration 14Q: 3 clusters Score -487663.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -487686.625000 Penalty: 829.878174
	Iteration 15Q: 3 clusters Score -487686.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -487716.187500 Penalty: 829.878174
	Iteration 16Q: 3 clusters Score -487716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -487722.062500 Penalty: 829.878174
	Iteration 17Q: 3 clusters Score -487722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -487724.375000 Penalty: 829.878174
	Iteration 18Q: 3 clusters Score -487724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -487723.968750 Penalty: 829.878174
	Iteration 19Q: 3 clusters Score -487724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -487723.968750 Penalty: 829.878174
	Iteration 20F: 3 clusters Score -487724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Entering Unmasked Estep 
Score: -4006217.000000 Penalty: 508.907593
	Iteration 0F: 2 clusters Score -4006217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -3957692.750000 Penalty: 1017.815186
	Iteration 0F: 3 clusters Score -3957693 nChanged 35071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -3979346.000000 Penalty: 1017.815186
	Iteration 1F: 3 clusters Score -3979346 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -3980660.250000 Penalty: 1017.815186
	Iteration 2Q: 3 clusters Score -3980660 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3982801.000000 Penalty: 1017.815186
	Iteration 3F: 3 clusters Score -3982801 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3986320.750000 Penalty: 1017.815186
	Iteration 4F: 3 clusters Score -3986321 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3991435.250000 Penalty: 1017.815186
	Iteration 5F: 3 clusters Score -3991435 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3996806.250000 Penalty: 1017.815186
	Iteration 6F: 3 clusters Score -3996806 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4000869.250000 Penalty: 1017.815186
	Iteration 7F: 3 clusters Score -4000869 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4003278.500000 Penalty: 1017.815186
	Iteration 8Q: 3 clusters Score -4003278 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4004572.500000 Penalty: 1017.815186
	Iteration 9Q: 3 clusters Score -4004572 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4005193.000000 Penalty: 1017.815186
	Iteration 10Q: 3 clusters Score -4005193 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4005485.750000 Penalty: 1017.815186
	Iteration 11Q: 3 clusters Score -4005486 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4005638.250000 Penalty: 1017.815186
	Iteration 12Q: 3 clusters Score -4005638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4005703.250000 Penalty: 1017.815186
	Iteration 13Q: 3 clusters Score -4005703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -4005727.500000 Penalty: 1017.815186
	Iteration 14Q: 3 clusters Score -4005728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4005747.250000 Penalty: 1017.815186
	Iteration 15Q: 3 clusters Score -4005747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71928 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4005750.250000 Penalty: 1017.815186
	Iteration 16Q: 3 clusters Score -4005750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4005755.000000 Penalty: 1017.815186
	Iteration 17Q: 3 clusters Score -4005755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4005758.500000 Penalty: 1017.815186
	Iteration 18Q: 3 clusters Score -4005758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71929 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4005757.750000 Penalty: 1017.815186
	Iteration 19Q: 3 clusters Score -4005758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4005767.000000 Penalty: 1017.815186
	Iteration 20F: 3 clusters Score -4005767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4005769.250000 Penalty: 1017.815186
	Iteration 21Q: 3 clusters Score -4005769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4005771.750000 Penalty: 1017.815186
	Iteration 22Q: 3 clusters Score -4005772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4005773.250000 Penalty: 1017.815186
	Iteration 23Q: 3 clusters Score -4005773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -4005776.500000 Penalty: 1017.815186
	Iteration 24Q: 3 clusters Score -4005776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4005777.250000 Penalty: 1017.815186
	Iteration 25Q: 3 clusters Score -4005777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4005778.500000 Penalty: 1017.815186
	Iteration 26Q: 3 clusters Score -4005778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4005778.500000 Penalty: 1017.815186
	Iteration 27F: 3 clusters Score -4005778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (57436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Entering Unmasked Estep 
Score: -3031695.000000 Penalty: 498.608398
	Iteration 0F: 2 clusters Score -3031695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -2993251.500000 Penalty: 997.216797
	Iteration 0F: 3 clusters Score -2993252 nChanged 27632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3010747.250000 Penalty: 997.216797
	Iteration 1F: 3 clusters Score -3010747 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3012459.250000 Penalty: 997.216797
	Iteration 2F: 3 clusters Score -3012459 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3015460.500000 Penalty: 997.216797
	Iteration 3F: 3 clusters Score -3015460 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3019897.750000 Penalty: 997.216797
	Iteration 4F: 3 clusters Score -3019898 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3024419.750000 Penalty: 997.216797
	Iteration 5F: 3 clusters Score -3024420 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3027327.000000 Penalty: 997.216797
	Iteration 6F: 3 clusters Score -3027327 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3028792.000000 Penalty: 997.216797
	Iteration 7Q: 3 clusters Score -3028792 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3029537.000000 Penalty: 997.216797
	Iteration 8Q: 3 clusters Score -3029537 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3030031.000000 Penalty: 997.216797
	Iteration 9Q: 3 clusters Score -3030031 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3030377.750000 Penalty: 997.216797
	Iteration 10Q: 3 clusters Score -3030378 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3030650.750000 Penalty: 997.216797
	Iteration 11Q: 3 clusters Score -3030651 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55803 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3030814.000000 Penalty: 997.216797
	Iteration 12Q: 3 clusters Score -3030814 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3030953.750000 Penalty: 997.216797
	Iteration 13Q: 3 clusters Score -3030954 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56288 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3031055.500000 Penalty: 997.216797
	Iteration 14Q: 3 clusters Score -3031056 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3031129.500000 Penalty: 997.216797
	Iteration 15Q: 3 clusters Score -3031130 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3031210.750000 Penalty: 997.216797
	Iteration 16Q: 3 clusters Score -3031211 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3031244.000000 Penalty: 997.216797
	Iteration 17Q: 3 clusters Score -3031244 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3031284.500000 Penalty: 997.216797
	Iteration 18Q: 3 clusters Score -3031284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3031308.500000 Penalty: 997.216797
	Iteration 19Q: 3 clusters Score -3031308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3031331.500000 Penalty: 997.216797
	Iteration 20F: 3 clusters Score -3031332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3031346.000000 Penalty: 997.216797
	Iteration 21Q: 3 clusters Score -3031346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3031347.500000 Penalty: 997.216797
	Iteration 22Q: 3 clusters Score -3031348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3031349.500000 Penalty: 997.216797
	Iteration 23Q: 3 clusters Score -3031350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3031352.750000 Penalty: 997.216797
	Iteration 24Q: 3 clusters Score -3031353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3031347.250000 Penalty: 997.216797
	Iteration 25Q: 3 clusters Score -3031347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3031345.000000 Penalty: 997.216797
	Iteration 26Q: 3 clusters Score -3031345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3031348.500000 Penalty: 997.216797
	Iteration 27Q: 3 clusters Score -3031348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3031350.250000 Penalty: 997.216797
	Iteration 28Q: 3 clusters Score -3031350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3031352.500000 Penalty: 997.216797
	Iteration 29Q: 3 clusters Score -3031352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3031355.000000 Penalty: 997.216797
	Iteration 30Q: 3 clusters Score -3031355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3031358.750000 Penalty: 997.216797
	Iteration 31Q: 3 clusters Score -3031359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3031359.250000 Penalty: 997.216797
	Iteration 32Q: 3 clusters Score -3031359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3031359.750000 Penalty: 997.216797
	Iteration 33Q: 3 clusters Score -3031360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3031359.000000 Penalty: 997.216797
	Iteration 34Q: 3 clusters Score -3031359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3031360.500000 Penalty: 997.216797
	Iteration 35Q: 3 clusters Score -3031360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3031361.000000 Penalty: 997.216797
	Iteration 36Q: 3 clusters Score -3031361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3031363.250000 Penalty: 997.216797
	Iteration 37Q: 3 clusters Score -3031363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3031363.250000 Penalty: 997.216797
	Iteration 38Q: 3 clusters Score -3031363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3031368.250000 Penalty: 997.216797
	Iteration 39Q: 3 clusters Score -3031368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3031369.250000 Penalty: 997.216797
	Iteration 40F: 3 clusters Score -3031369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Entering Unmasked Estep 
Score: -247354.171875 Penalty: 384.532654
	Iteration 0F: 2 clusters Score -247354.2 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 2286 members 
Entering Unmasked Estep 
Score: -244184.687500 Penalty: 769.065308
	Iteration 0F: 3 clusters Score -244184.7 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -245344.140625 Penalty: 769.065308
	Iteration 1F: 3 clusters Score -245344.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -245491.640625 Penalty: 769.065308
	Iteration 2F: 3 clusters Score -245491.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -245636.484375 Penalty: 769.065308
	Iteration 3F: 3 clusters Score -245636.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -245780.375000 Penalty: 769.065308
	Iteration 4F: 3 clusters Score -245780.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -245916.562500 Penalty: 769.065308
	Iteration 5Q: 3 clusters Score -245916.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -246074.468750 Penalty: 769.065308
	Iteration 6Q: 3 clusters Score -246074.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -246231.640625 Penalty: 769.065308
	Iteration 7Q: 3 clusters Score -246231.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -246376.875000 Penalty: 769.065308
	Iteration 8Q: 3 clusters Score -246376.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -246501.562500 Penalty: 769.065308
	Iteration 9Q: 3 clusters Score -246501.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -246591.593750 Penalty: 769.065308
	Iteration 10Q: 3 clusters Score -246591.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -246679.171875 Penalty: 769.065308
	Iteration 11Q: 3 clusters Score -246679.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -246746.453125 Penalty: 769.065308
	Iteration 12Q: 3 clusters Score -246746.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -246810.015625 Penalty: 769.065308
	Iteration 13Q: 3 clusters Score -246810 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -246857.781250 Penalty: 769.065308
	Iteration 14Q: 3 clusters Score -246857.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -246890.312500 Penalty: 769.065308
	Iteration 15Q: 3 clusters Score -246890.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -246917.531250 Penalty: 769.065308
	Iteration 16Q: 3 clusters Score -246917.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -246942.593750 Penalty: 769.065308
	Iteration 17Q: 3 clusters Score -246942.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -246962.953125 Penalty: 769.065308
	Iteration 18Q: 3 clusters Score -246963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -246976.343750 Penalty: 769.065308
	Iteration 19Q: 3 clusters Score -246976.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -246989.250000 Penalty: 769.065308
	Iteration 20F: 3 clusters Score -246989.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -247001.187500 Penalty: 769.065308
	Iteration 21Q: 3 clusters Score -247001.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -247011.671875 Penalty: 769.065308
	Iteration 22Q: 3 clusters Score -247011.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -247020.718750 Penalty: 769.065308
	Iteration 23Q: 3 clusters Score -247020.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -247028.703125 Penalty: 769.065308
	Iteration 24Q: 3 clusters Score -247028.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -247034.765625 Penalty: 769.065308
	Iteration 25Q: 3 clusters Score -247034.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -247042.953125 Penalty: 769.065308
	Iteration 26Q: 3 clusters Score -247043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -247050.562500 Penalty: 769.065308
	Iteration 27Q: 3 clusters Score -247050.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -247055.468750 Penalty: 769.065308
	Iteration 28Q: 3 clusters Score -247055.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -247058.171875 Penalty: 769.065308
	Iteration 29Q: 3 clusters Score -247058.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -247060.875000 Penalty: 769.065308
	Iteration 30Q: 3 clusters Score -247060.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -247061.859375 Penalty: 769.065308
	Iteration 31Q: 3 clusters Score -247061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -247061.812500 Penalty: 769.065308
	Iteration 32Q: 3 clusters Score -247061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -247061.937500 Penalty: 769.065308
	Iteration 33Q: 3 clusters Score -247061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -247062.562500 Penalty: 769.065308
	Iteration 34Q: 3 clusters Score -247062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -247063.531250 Penalty: 769.065308
	Iteration 35Q: 3 clusters Score -247063.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -247064.250000 Penalty: 769.065308
	Iteration 36Q: 3 clusters Score -247064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -247065.109375 Penalty: 769.065308
	Iteration 37Q: 3 clusters Score -247065.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -247065.156250 Penalty: 769.065308
	Iteration 38Q: 3 clusters Score -247065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -247065.375000 Penalty: 769.065308
	Iteration 39Q: 3 clusters Score -247065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -247066.203125 Penalty: 769.065308
	Iteration 40F: 3 clusters Score -247066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -247066.265625 Penalty: 769.065308
	Iteration 41Q: 3 clusters Score -247066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -247067.593750 Penalty: 769.065308
	Iteration 42Q: 3 clusters Score -247067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -247067.406250 Penalty: 769.065308
	Iteration 43Q: 3 clusters Score -247067.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -247067.593750 Penalty: 769.065308
	Iteration 44Q: 3 clusters Score -247067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -247068.328125 Penalty: 769.065308
	Iteration 45Q: 3 clusters Score -247068.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -247068.890625 Penalty: 769.065308
	Iteration 46Q: 3 clusters Score -247068.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -247069.656250 Penalty: 769.065308
	Iteration 47Q: 3 clusters Score -247069.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -247069.656250 Penalty: 769.065308
	Iteration 48Q: 3 clusters Score -247069.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -247069.656250 Penalty: 769.065308
	Iteration 49F: 3 clusters Score -247069.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Entering Unmasked Estep 
Score: -1941329.250000 Penalty: 477.754395
	Iteration 0F: 2 clusters Score -1941329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -1916958.500000 Penalty: 955.508789
	Iteration 0F: 3 clusters Score -1916958 nChanged 17431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1927386.500000 Penalty: 955.508789
	Iteration 1F: 3 clusters Score -1927386 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1927970.875000 Penalty: 955.508789
	Iteration 2Q: 3 clusters Score -1927971 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1928985.750000 Penalty: 955.508789
	Iteration 3F: 3 clusters Score -1928986 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1930610.000000 Penalty: 955.508789
	Iteration 4F: 3 clusters Score -1930610 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1932952.875000 Penalty: 955.508789
	Iteration 5F: 3 clusters Score -1932953 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1935681.250000 Penalty: 955.508789
	Iteration 6F: 3 clusters Score -1935681 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1937821.625000 Penalty: 955.508789
	Iteration 7F: 3 clusters Score -1937822 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1939123.875000 Penalty: 955.508789
	Iteration 8Q: 3 clusters Score -1939124 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1939751.500000 Penalty: 955.508789
	Iteration 9Q: 3 clusters Score -1939752 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1940041.000000 Penalty: 955.508789
	Iteration 10Q: 3 clusters Score -1940041 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1940204.500000 Penalty: 955.508789
	Iteration 11Q: 3 clusters Score -1940204 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1940310.625000 Penalty: 955.508789
	Iteration 12Q: 3 clusters Score -1940311 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1940409.250000 Penalty: 955.508789
	Iteration 13Q: 3 clusters Score -1940409 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1940483.500000 Penalty: 955.508789
	Iteration 14Q: 3 clusters Score -1940484 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1940564.125000 Penalty: 955.508789
	Iteration 15Q: 3 clusters Score -1940564 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1940638.875000 Penalty: 955.508789
	Iteration 16Q: 3 clusters Score -1940639 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1940707.000000 Penalty: 955.508789
	Iteration 17Q: 3 clusters Score -1940707 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1940753.375000 Penalty: 955.508789
	Iteration 18Q: 3 clusters Score -1940753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1940768.750000 Penalty: 955.508789
	Iteration 19Q: 3 clusters Score -1940769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1940789.000000 Penalty: 955.508789
	Iteration 20F: 3 clusters Score -1940789 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1940811.000000 Penalty: 955.508789
	Iteration 21Q: 3 clusters Score -1940811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1940820.625000 Penalty: 955.508789
	Iteration 22Q: 3 clusters Score -1940821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1940834.750000 Penalty: 955.508789
	Iteration 23Q: 3 clusters Score -1940835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1940838.875000 Penalty: 955.508789
	Iteration 24Q: 3 clusters Score -1940839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1940846.500000 Penalty: 955.508789
	Iteration 25Q: 3 clusters Score -1940846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1940862.500000 Penalty: 955.508789
	Iteration 26Q: 3 clusters Score -1940862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1940873.875000 Penalty: 955.508789
	Iteration 27Q: 3 clusters Score -1940874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1940880.125000 Penalty: 955.508789
	Iteration 28Q: 3 clusters Score -1940880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1940890.375000 Penalty: 955.508789
	Iteration 29Q: 3 clusters Score -1940890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1940899.125000 Penalty: 955.508789
	Iteration 30Q: 3 clusters Score -1940899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1940904.250000 Penalty: 955.508789
	Iteration 31Q: 3 clusters Score -1940904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1940906.125000 Penalty: 955.508789
	Iteration 32Q: 3 clusters Score -1940906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1940910.500000 Penalty: 955.508789
	Iteration 33Q: 3 clusters Score -1940910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1940915.750000 Penalty: 955.508789
	Iteration 34Q: 3 clusters Score -1940916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1940915.625000 Penalty: 955.508789
	Iteration 35Q: 3 clusters Score -1940916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1940915.375000 Penalty: 955.508789
	Iteration 36Q: 3 clusters Score -1940915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1940918.500000 Penalty: 955.508789
	Iteration 37Q: 3 clusters Score -1940918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1940920.875000 Penalty: 955.508789
	Iteration 38Q: 3 clusters Score -1940921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1940926.000000 Penalty: 955.508789
	Iteration 39Q: 3 clusters Score -1940926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1940927.250000 Penalty: 955.508789
	Iteration 40F: 3 clusters Score -1940927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1940926.125000 Penalty: 955.508789
	Iteration 41Q: 3 clusters Score -1940926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1940926.375000 Penalty: 955.508789
	Iteration 42Q: 3 clusters Score -1940926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1940925.875000 Penalty: 955.508789
	Iteration 43Q: 3 clusters Score -1940926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1940926.250000 Penalty: 955.508789
	Iteration 44Q: 3 clusters Score -1940926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1940926.375000 Penalty: 955.508789
	Iteration 45Q: 3 clusters Score -1940926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1940928.875000 Penalty: 955.508789
	Iteration 46Q: 3 clusters Score -1940929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1940929.250000 Penalty: 955.508789
	Iteration 47Q: 3 clusters Score -1940929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1940928.750000 Penalty: 955.508789
	Iteration 48Q: 3 clusters Score -1940929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1940934.250000 Penalty: 955.508789
	Iteration 49Q: 3 clusters Score -1940934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1940936.750000 Penalty: 955.508789
	Iteration 50Q: 3 clusters Score -1940937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1940936.375000 Penalty: 955.508789
	Iteration 51Q: 3 clusters Score -1940936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1940936.875000 Penalty: 955.508789
	Iteration 52Q: 3 clusters Score -1940937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1940936.875000 Penalty: 955.508789
	Iteration 53Q: 3 clusters Score -1940937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1940939.500000 Penalty: 955.508789
	Iteration 54Q: 3 clusters Score -1940940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1940943.750000 Penalty: 955.508789
	Iteration 55Q: 3 clusters Score -1940944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1940943.125000 Penalty: 955.508789
	Iteration 56Q: 3 clusters Score -1940943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1940943.375000 Penalty: 955.508789
	Iteration 57Q: 3 clusters Score -1940943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1940942.250000 Penalty: 955.508789
	Iteration 58Q: 3 clusters Score -1940942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1940943.500000 Penalty: 955.508789
	Iteration 59Q: 3 clusters Score -1940944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1940946.625000 Penalty: 955.508789
	Iteration 60F: 3 clusters Score -1940947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1940947.375000 Penalty: 955.508789
	Iteration 61Q: 3 clusters Score -1940947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1940947.000000 Penalty: 955.508789
	Iteration 62Q: 3 clusters Score -1940947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1940946.625000 Penalty: 955.508789
	Iteration 63Q: 3 clusters Score -1940947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1940947.250000 Penalty: 955.508789
	Iteration 64Q: 3 clusters Score -1940947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1940948.375000 Penalty: 955.508789
	Iteration 65Q: 3 clusters Score -1940948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1940950.250000 Penalty: 955.508789
	Iteration 66Q: 3 clusters Score -1940950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1940950.625000 Penalty: 955.508789
	Iteration 67Q: 3 clusters Score -1940951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1940949.125000 Penalty: 955.508789
	Iteration 68Q: 3 clusters Score -1940949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1940950.750000 Penalty: 955.508789
	Iteration 69Q: 3 clusters Score -1940951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1940949.750000 Penalty: 955.508789
	Iteration 70Q: 3 clusters Score -1940950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1940949.750000 Penalty: 955.508789
	Iteration 71F: 3 clusters Score -1940950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -46979.546875 Penalty: 316.436066
	Iteration 0F: 2 clusters Score -46979.55 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 525 members 
Entering Unmasked Estep 
Score: -46148.171875 Penalty: 632.872131
	Iteration 0F: 3 clusters Score -46148.17 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -46414.812500 Penalty: 632.872131
	Iteration 1F: 3 clusters Score -46414.81 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -46502.085938 Penalty: 632.872131
	Iteration 2F: 3 clusters Score -46502.09 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -46580.480469 Penalty: 632.872131
	Iteration 3F: 3 clusters Score -46580.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -46669.039062 Penalty: 632.872131
	Iteration 4F: 3 clusters Score -46669.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -46767.585938 Penalty: 632.872131
	Iteration 5F: 3 clusters Score -46767.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -46857.343750 Penalty: 632.872131
	Iteration 6Q: 3 clusters Score -46857.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -46923.730469 Penalty: 632.872131
	Iteration 7Q: 3 clusters Score -46923.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -46959.796875 Penalty: 632.872131
	Iteration 8Q: 3 clusters Score -46959.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -46971.882812 Penalty: 632.872131
	Iteration 9Q: 3 clusters Score -46971.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -46983.750000 Penalty: 632.872131
	Iteration 10Q: 3 clusters Score -46983.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -46993.722656 Penalty: 632.872131
	Iteration 11Q: 3 clusters Score -46993.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -46996.332031 Penalty: 632.872131
	Iteration 12Q: 3 clusters Score -46996.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -46999.109375 Penalty: 632.872131
	Iteration 13Q: 3 clusters Score -46999.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -47001.691406 Penalty: 632.872131
	Iteration 14Q: 3 clusters Score -47001.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -47002.453125 Penalty: 632.872131
	Iteration 15Q: 3 clusters Score -47002.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -47002.453125 Penalty: 632.872131
	Iteration 16F: 3 clusters Score -47002.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 33354 members 
Mstep: Class 3 contains 90698 members 
Mstep: Class 4 contains 93480 members 
Mstep: Class 5 contains 5397 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 7 contains 96567 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 72026 members 
Mstep: Class 10 contains 57436 members 
Mstep: Class 11 contains 4681 members 
Mstep: Class 12 contains 36319 members 
Mstep: Class 13 contains 586 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 15522 members 
Mstep: Class 16 contains 67846 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 15295 members 
Mstep: Class 20 contains 3550 members 
Mstep: Class 21 contains 20811 members 
Mstep: Class 22 contains 5879 members 
Mstep: Class 23 contains 9538 members 
Mstep: Class 24 contains 17251 members 
Mstep: Class 25 contains 93061 members 
Mstep: Class 26 contains 1604 members 
Mstep: Class 27 contains 155710 members 
Mstep: Class 28 contains 205890 members 
Mstep: Class 29 contains 63134 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 88974 members 
Mstep: Class 32 contains 69935 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 20699 members 
Mstep: Class 35 contains 168050 members 
Mstep: Class 36 contains 55893 members 
Mstep: Class 37 contains 18680 members 
Mstep: Class 38 contains 3262 members 
Mstep: Class 39 contains 3917 members 
Mstep: Class 40 contains 8435 members 
Mstep: Class 41 contains 18709 members 
Mstep: Class 42 contains 48474 members 
Mstep: Class 43 contains 4824 members 
Mstep: Class 44 contains 462 members 
Entering Unmasked Estep 
Score: -87393664.000000 Penalty: 28756.324219
Splitting cluster 13 changes total score from -87398192.000000 to -87393664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Entering Unmasked Estep 
Score: -176080.937500 Penalty: 367.931671
	Iteration 0F: 2 clusters Score -176080.9 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 1617 members 
Entering Unmasked Estep 
Score: -173814.750000 Penalty: 735.863342
	Iteration 0F: 3 clusters Score -173814.8 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -174602.718750 Penalty: 735.863342
	Iteration 1F: 3 clusters Score -174602.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -174706.265625 Penalty: 735.863342
	Iteration 2F: 3 clusters Score -174706.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -174828.031250 Penalty: 735.863342
	Iteration 3F: 3 clusters Score -174828 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -175019.234375 Penalty: 735.863342
	Iteration 4F: 3 clusters Score -175019.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -175215.140625 Penalty: 735.863342
	Iteration 5F: 3 clusters Score -175215.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -175369.625000 Penalty: 735.863342
	Iteration 6F: 3 clusters Score -175369.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -175441.125000 Penalty: 735.863342
	Iteration 7Q: 3 clusters Score -175441.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -175493.687500 Penalty: 735.863342
	Iteration 8Q: 3 clusters Score -175493.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -175520.984375 Penalty: 735.863342
	Iteration 9Q: 3 clusters Score -175521 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -175541.140625 Penalty: 735.863342
	Iteration 10Q: 3 clusters Score -175541.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -175553.328125 Penalty: 735.863342
	Iteration 11Q: 3 clusters Score -175553.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -175561.968750 Penalty: 735.863342
	Iteration 12Q: 3 clusters Score -175562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -175568.093750 Penalty: 735.863342
	Iteration 13Q: 3 clusters Score -175568.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -175572.281250 Penalty: 735.863342
	Iteration 14Q: 3 clusters Score -175572.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -175576.468750 Penalty: 735.863342
	Iteration 15Q: 3 clusters Score -175576.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -175580.953125 Penalty: 735.863342
	Iteration 16Q: 3 clusters Score -175581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -175583.734375 Penalty: 735.863342
	Iteration 17Q: 3 clusters Score -175583.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -175584.984375 Penalty: 735.863342
	Iteration 18Q: 3 clusters Score -175585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -175585.937500 Penalty: 735.863342
	Iteration 19Q: 3 clusters Score -175585.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -175586.562500 Penalty: 735.863342
	Iteration 20F: 3 clusters Score -175586.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -175588.484375 Penalty: 735.863342
	Iteration 21Q: 3 clusters Score -175588.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -175590.000000 Penalty: 735.863342
	Iteration 22Q: 3 clusters Score -175590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -175592.937500 Penalty: 735.863342
	Iteration 23Q: 3 clusters Score -175592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -175596.750000 Penalty: 735.863342
	Iteration 24Q: 3 clusters Score -175596.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -175601.000000 Penalty: 735.863342
	Iteration 25Q: 3 clusters Score -175601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -175604.109375 Penalty: 735.863342
	Iteration 26Q: 3 clusters Score -175604.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -175606.218750 Penalty: 735.863342
	Iteration 27Q: 3 clusters Score -175606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -175607.250000 Penalty: 735.863342
	Iteration 28Q: 3 clusters Score -175607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -175608.968750 Penalty: 735.863342
	Iteration 29Q: 3 clusters Score -175609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -175611.171875 Penalty: 735.863342
	Iteration 30Q: 3 clusters Score -175611.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -175612.265625 Penalty: 735.863342
	Iteration 31Q: 3 clusters Score -175612.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -175613.562500 Penalty: 735.863342
	Iteration 32Q: 3 clusters Score -175613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -175613.781250 Penalty: 735.863342
	Iteration 33Q: 3 clusters Score -175613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -175614.140625 Penalty: 735.863342
	Iteration 34Q: 3 clusters Score -175614.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -175614.515625 Penalty: 735.863342
	Iteration 35Q: 3 clusters Score -175614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -175614.500000 Penalty: 735.863342
	Iteration 36Q: 3 clusters Score -175614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -175614.781250 Penalty: 735.863342
	Iteration 37Q: 3 clusters Score -175614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -175614.781250 Penalty: 735.863342
	Iteration 38F: 3 clusters Score -175614.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Entering Unmasked Estep 
Score: -836532.625000 Penalty: 439.075623
	Iteration 0F: 2 clusters Score -836532.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -826193.312500 Penalty: 878.151245
	Iteration 0F: 3 clusters Score -826193.3 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -830281.687500 Penalty: 878.151245
	Iteration 1F: 3 clusters Score -830281.7 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -830496.250000 Penalty: 878.151245
	Iteration 2Q: 3 clusters Score -830496.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -830713.437500 Penalty: 878.151245
	Iteration 3Q: 3 clusters Score -830713.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -830960.000000 Penalty: 878.151245
	Iteration 4Q: 3 clusters Score -830960 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -831298.500000 Penalty: 878.151245
	Iteration 5Q: 3 clusters Score -831298.5 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -831790.250000 Penalty: 878.151245
	Iteration 6F: 3 clusters Score -831790.2 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -832442.937500 Penalty: 878.151245
	Iteration 7F: 3 clusters Score -832442.9 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -833110.875000 Penalty: 878.151245
	Iteration 8F: 3 clusters Score -833110.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -833537.000000 Penalty: 878.151245
	Iteration 9F: 3 clusters Score -833537 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -833701.187500 Penalty: 878.151245
	Iteration 10Q: 3 clusters Score -833701.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -833786.312500 Penalty: 878.151245
	Iteration 11Q: 3 clusters Score -833786.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -833838.812500 Penalty: 878.151245
	Iteration 12Q: 3 clusters Score -833838.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -833881.500000 Penalty: 878.151245
	Iteration 13Q: 3 clusters Score -833881.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -833919.687500 Penalty: 878.151245
	Iteration 14Q: 3 clusters Score -833919.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -833959.937500 Penalty: 878.151245
	Iteration 15Q: 3 clusters Score -833959.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -833996.812500 Penalty: 878.151245
	Iteration 16Q: 3 clusters Score -833996.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -834031.062500 Penalty: 878.151245
	Iteration 17Q: 3 clusters Score -834031.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -834064.312500 Penalty: 878.151245
	Iteration 18Q: 3 clusters Score -834064.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -834100.375000 Penalty: 878.151245
	Iteration 19Q: 3 clusters Score -834100.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -834126.062500 Penalty: 878.151245
	Iteration 20F: 3 clusters Score -834126.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -834152.187500 Penalty: 878.151245
	Iteration 21Q: 3 clusters Score -834152.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -834177.250000 Penalty: 878.151245
	Iteration 22Q: 3 clusters Score -834177.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -834200.312500 Penalty: 878.151245
	Iteration 23Q: 3 clusters Score -834200.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -834219.562500 Penalty: 878.151245
	Iteration 24Q: 3 clusters Score -834219.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -834237.375000 Penalty: 878.151245
	Iteration 25Q: 3 clusters Score -834237.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -834252.937500 Penalty: 878.151245
	Iteration 26Q: 3 clusters Score -834252.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -834268.937500 Penalty: 878.151245
	Iteration 27Q: 3 clusters Score -834268.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -834279.375000 Penalty: 878.151245
	Iteration 28Q: 3 clusters Score -834279.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -834292.125000 Penalty: 878.151245
	Iteration 29Q: 3 clusters Score -834292.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -834305.187500 Penalty: 878.151245
	Iteration 30Q: 3 clusters Score -834305.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -834318.125000 Penalty: 878.151245
	Iteration 31Q: 3 clusters Score -834318.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -834331.312500 Penalty: 878.151245
	Iteration 32Q: 3 clusters Score -834331.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -834345.250000 Penalty: 878.151245
	Iteration 33Q: 3 clusters Score -834345.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -834352.187500 Penalty: 878.151245
	Iteration 34Q: 3 clusters Score -834352.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -834363.812500 Penalty: 878.151245
	Iteration 35Q: 3 clusters Score -834363.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -834372.125000 Penalty: 878.151245
	Iteration 36Q: 3 clusters Score -834372.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -834378.562500 Penalty: 878.151245
	Iteration 37Q: 3 clusters Score -834378.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -834383.687500 Penalty: 878.151245
	Iteration 38Q: 3 clusters Score -834383.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -834391.687500 Penalty: 878.151245
	Iteration 39Q: 3 clusters Score -834391.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -834398.187500 Penalty: 878.151245
	Iteration 40F: 3 clusters Score -834398.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -834402.937500 Penalty: 878.151245
	Iteration 41Q: 3 clusters Score -834402.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -834410.125000 Penalty: 878.151245
	Iteration 42Q: 3 clusters Score -834410.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -834421.937500 Penalty: 878.151245
	Iteration 43Q: 3 clusters Score -834421.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -834431.687500 Penalty: 878.151245
	Iteration 44Q: 3 clusters Score -834431.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -834444.250000 Penalty: 878.151245
	Iteration 45Q: 3 clusters Score -834444.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -834456.625000 Penalty: 878.151245
	Iteration 46Q: 3 clusters Score -834456.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -834472.250000 Penalty: 878.151245
	Iteration 47Q: 3 clusters Score -834472.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -834484.375000 Penalty: 878.151245
	Iteration 48Q: 3 clusters Score -834484.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -834507.562500 Penalty: 878.151245
	Iteration 49Q: 3 clusters Score -834507.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -834528.687500 Penalty: 878.151245
	Iteration 50Q: 3 clusters Score -834528.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -834555.687500 Penalty: 878.151245
	Iteration 51Q: 3 clusters Score -834555.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -834577.937500 Penalty: 878.151245
	Iteration 52Q: 3 clusters Score -834577.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -834598.625000 Penalty: 878.151245
	Iteration 53Q: 3 clusters Score -834598.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -834632.812500 Penalty: 878.151245
	Iteration 54Q: 3 clusters Score -834632.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -834668.312500 Penalty: 878.151245
	Iteration 55Q: 3 clusters Score -834668.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -834717.875000 Penalty: 878.151245
	Iteration 56Q: 3 clusters Score -834717.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -834758.937500 Penalty: 878.151245
	Iteration 57Q: 3 clusters Score -834758.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -834804.500000 Penalty: 878.151245
	Iteration 58Q: 3 clusters Score -834804.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -834860.125000 Penalty: 878.151245
	Iteration 59Q: 3 clusters Score -834860.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -834921.062500 Penalty: 878.151245
	Iteration 60F: 3 clusters Score -834921.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -834977.812500 Penalty: 878.151245
	Iteration 61Q: 3 clusters Score -834977.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -835033.750000 Penalty: 878.151245
	Iteration 62Q: 3 clusters Score -835033.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -835110.000000 Penalty: 878.151245
	Iteration 63Q: 3 clusters Score -835110 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -835202.750000 Penalty: 878.151245
	Iteration 64Q: 3 clusters Score -835202.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -835309.375000 Penalty: 878.151245
	Iteration 65Q: 3 clusters Score -835309.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -835417.312500 Penalty: 878.151245
	Iteration 66Q: 3 clusters Score -835417.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -835515.000000 Penalty: 878.151245
	Iteration 67Q: 3 clusters Score -835515 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -835617.312500 Penalty: 878.151245
	Iteration 68Q: 3 clusters Score -835617.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -835710.250000 Penalty: 878.151245
	Iteration 69Q: 3 clusters Score -835710.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -835789.125000 Penalty: 878.151245
	Iteration 70Q: 3 clusters Score -835789.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -835888.000000 Penalty: 878.151245
	Iteration 71Q: 3 clusters Score -835888 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -835982.375000 Penalty: 878.151245
	Iteration 72Q: 3 clusters Score -835982.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -836077.687500 Penalty: 878.151245
	Iteration 73Q: 3 clusters Score -836077.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -836136.687500 Penalty: 878.151245
	Iteration 74Q: 3 clusters Score -836136.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -836193.375000 Penalty: 878.151245
	Iteration 75Q: 3 clusters Score -836193.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -836236.312500 Penalty: 878.151245
	Iteration 76Q: 3 clusters Score -836236.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -836272.812500 Penalty: 878.151245
	Iteration 77Q: 3 clusters Score -836272.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -836297.125000 Penalty: 878.151245
	Iteration 78Q: 3 clusters Score -836297.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -836320.500000 Penalty: 878.151245
	Iteration 79Q: 3 clusters Score -836320.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -836329.562500 Penalty: 878.151245
	Iteration 80F: 3 clusters Score -836329.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -836339.812500 Penalty: 878.151245
	Iteration 81Q: 3 clusters Score -836339.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -836354.125000 Penalty: 878.151245
	Iteration 82Q: 3 clusters Score -836354.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -836362.687500 Penalty: 878.151245
	Iteration 83Q: 3 clusters Score -836362.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -836370.937500 Penalty: 878.151245
	Iteration 84Q: 3 clusters Score -836370.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -836378.312500 Penalty: 878.151245
	Iteration 85Q: 3 clusters Score -836378.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -836386.875000 Penalty: 878.151245
	Iteration 86Q: 3 clusters Score -836386.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -836398.000000 Penalty: 878.151245
	Iteration 87Q: 3 clusters Score -836398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -836409.062500 Penalty: 878.151245
	Iteration 88Q: 3 clusters Score -836409.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -836421.437500 Penalty: 878.151245
	Iteration 89Q: 3 clusters Score -836421.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -836425.625000 Penalty: 878.151245
	Iteration 90Q: 3 clusters Score -836425.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -836431.687500 Penalty: 878.151245
	Iteration 91Q: 3 clusters Score -836431.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -836429.750000 Penalty: 878.151245
	Iteration 92Q: 3 clusters Score -836429.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -836433.000000 Penalty: 878.151245
	Iteration 93Q: 3 clusters Score -836433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -836435.687500 Penalty: 878.151245
	Iteration 94Q: 3 clusters Score -836435.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -836435.500000 Penalty: 878.151245
	Iteration 95Q: 3 clusters Score -836435.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -836435.187500 Penalty: 878.151245
	Iteration 96Q: 3 clusters Score -836435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -836436.375000 Penalty: 878.151245
	Iteration 97Q: 3 clusters Score -836436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -836437.625000 Penalty: 878.151245
	Iteration 98Q: 3 clusters Score -836437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -836437.625000 Penalty: 878.151245
	Iteration 99F: 3 clusters Score -836437.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Entering Unmasked Estep 
Score: -3792290.500000 Penalty: 506.187317
	Iteration 0F: 2 clusters Score -3792290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3746640.500000 Penalty: 1012.374634
	Iteration 0F: 3 clusters Score -3746640 nChanged 33038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -3768082.500000 Penalty: 1012.374634
	Iteration 1F: 3 clusters Score -3768082 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -3770293.000000 Penalty: 1012.374634
	Iteration 2F: 3 clusters Score -3770293 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -3773635.250000 Penalty: 1012.374634
	Iteration 3F: 3 clusters Score -3773635 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -3778157.500000 Penalty: 1012.374634
	Iteration 4F: 3 clusters Score -3778158 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -3782531.000000 Penalty: 1012.374634
	Iteration 5F: 3 clusters Score -3782531 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 54904 members 
Entering Unmasked Estep 
Score: -3785132.750000 Penalty: 1012.374634
	Iteration 6Q: 3 clusters Score -3785133 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -3786401.250000 Penalty: 1012.374634
	Iteration 7Q: 3 clusters Score -3786401 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -3787196.500000 Penalty: 1012.374634
	Iteration 8Q: 3 clusters Score -3787196 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -3787885.750000 Penalty: 1012.374634
	Iteration 9Q: 3 clusters Score -3787886 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -3788431.000000 Penalty: 1012.374634
	Iteration 10Q: 3 clusters Score -3788431 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -3788945.250000 Penalty: 1012.374634
	Iteration 11Q: 3 clusters Score -3788945 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -3789366.500000 Penalty: 1012.374634
	Iteration 12Q: 3 clusters Score -3789366 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -3789719.000000 Penalty: 1012.374634
	Iteration 13Q: 3 clusters Score -3789719 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -3790022.250000 Penalty: 1012.374634
	Iteration 14Q: 3 clusters Score -3790022 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -3790269.750000 Penalty: 1012.374634
	Iteration 15Q: 3 clusters Score -3790270 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -3790508.750000 Penalty: 1012.374634
	Iteration 16Q: 3 clusters Score -3790509 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -3790714.500000 Penalty: 1012.374634
	Iteration 17Q: 3 clusters Score -3790714 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -3790903.250000 Penalty: 1012.374634
	Iteration 18Q: 3 clusters Score -3790903 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 64456 members 
Entering Unmasked Estep 
Score: -3791078.250000 Penalty: 1012.374634
	Iteration 19Q: 3 clusters Score -3791078 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -3791256.750000 Penalty: 1012.374634
	Iteration 20F: 3 clusters Score -3791257 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -3791394.250000 Penalty: 1012.374634
	Iteration 21Q: 3 clusters Score -3791394 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -3791533.000000 Penalty: 1012.374634
	Iteration 22Q: 3 clusters Score -3791533 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -3791637.000000 Penalty: 1012.374634
	Iteration 23Q: 3 clusters Score -3791637 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -3791711.250000 Penalty: 1012.374634
	Iteration 24Q: 3 clusters Score -3791711 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -3791773.000000 Penalty: 1012.374634
	Iteration 25Q: 3 clusters Score -3791773 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -3791834.500000 Penalty: 1012.374634
	Iteration 26Q: 3 clusters Score -3791834 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -3791864.500000 Penalty: 1012.374634
	Iteration 27Q: 3 clusters Score -3791864 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 66127 members 
Entering Unmasked Estep 
Score: -3791884.000000 Penalty: 1012.374634
	Iteration 28Q: 3 clusters Score -3791884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -3791896.750000 Penalty: 1012.374634
	Iteration 29Q: 3 clusters Score -3791897 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -3791907.750000 Penalty: 1012.374634
	Iteration 30Q: 3 clusters Score -3791908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -3791915.500000 Penalty: 1012.374634
	Iteration 31Q: 3 clusters Score -3791916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -3791934.500000 Penalty: 1012.374634
	Iteration 32Q: 3 clusters Score -3791934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -3791944.500000 Penalty: 1012.374634
	Iteration 33Q: 3 clusters Score -3791944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -3791953.500000 Penalty: 1012.374634
	Iteration 34Q: 3 clusters Score -3791954 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -3791952.750000 Penalty: 1012.374634
	Iteration 35Q: 3 clusters Score -3791953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -3791962.500000 Penalty: 1012.374634
	Iteration 36Q: 3 clusters Score -3791962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -3791974.250000 Penalty: 1012.374634
	Iteration 37Q: 3 clusters Score -3791974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -3791979.500000 Penalty: 1012.374634
	Iteration 38Q: 3 clusters Score -3791980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -3791981.750000 Penalty: 1012.374634
	Iteration 39Q: 3 clusters Score -3791982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -3791988.750000 Penalty: 1012.374634
	Iteration 40F: 3 clusters Score -3791989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 66477 members 
Entering Unmasked Estep 
Score: -3791994.250000 Penalty: 1012.374634
	Iteration 41Q: 3 clusters Score -3791994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -3791990.500000 Penalty: 1012.374634
	Iteration 42Q: 3 clusters Score -3791990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 66523 members 
Entering Unmasked Estep 
Score: -3791993.500000 Penalty: 1012.374634
	Iteration 43Q: 3 clusters Score -3791994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -3791994.750000 Penalty: 1012.374634
	Iteration 44Q: 3 clusters Score -3791995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -3791995.750000 Penalty: 1012.374634
	Iteration 45Q: 3 clusters Score -3791996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -3791995.750000 Penalty: 1012.374634
	Iteration 46Q: 3 clusters Score -3791996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -3792001.250000 Penalty: 1012.374634
	Iteration 47Q: 3 clusters Score -3792001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -3792006.000000 Penalty: 1012.374634
	Iteration 48Q: 3 clusters Score -3792006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -3792003.250000 Penalty: 1012.374634
	Iteration 49Q: 3 clusters Score -3792003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -3791997.750000 Penalty: 1012.374634
	Iteration 50Q: 3 clusters Score -3791998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 66595 members 
Entering Unmasked Estep 
Score: -3792001.250000 Penalty: 1012.374634
	Iteration 51Q: 3 clusters Score -3792001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -3792000.000000 Penalty: 1012.374634
	Iteration 52Q: 3 clusters Score -3792000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -3792000.000000 Penalty: 1012.374634
	Iteration 53F: 3 clusters Score -3792000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -81152.781250 Penalty: 335.858337
	Iteration 0F: 2 clusters Score -81152.78 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 833 members 
Entering Unmasked Estep 
Score: -79997.734375 Penalty: 671.716675
	Iteration 0F: 3 clusters Score -79997.73 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -80377.906250 Penalty: 671.716675
	Iteration 1F: 3 clusters Score -80377.91 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -80437.890625 Penalty: 671.716675
	Iteration 2F: 3 clusters Score -80437.89 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -80492.460938 Penalty: 671.716675
	Iteration 3F: 3 clusters Score -80492.46 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -80544.640625 Penalty: 671.716675
	Iteration 4F: 3 clusters Score -80544.64 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -80594.171875 Penalty: 671.716675
	Iteration 5Q: 3 clusters Score -80594.17 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -80678.804688 Penalty: 671.716675
	Iteration 6F: 3 clusters Score -80678.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -80766.046875 Penalty: 671.716675
	Iteration 7F: 3 clusters Score -80766.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -80832.562500 Penalty: 671.716675
	Iteration 8Q: 3 clusters Score -80832.56 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -80898.515625 Penalty: 671.716675
	Iteration 9Q: 3 clusters Score -80898.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -80946.890625 Penalty: 671.716675
	Iteration 10Q: 3 clusters Score -80946.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -80971.093750 Penalty: 671.716675
	Iteration 11Q: 3 clusters Score -80971.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -80981.945312 Penalty: 671.716675
	Iteration 12Q: 3 clusters Score -80981.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -80984.687500 Penalty: 671.716675
	Iteration 13Q: 3 clusters Score -80984.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -80990.062500 Penalty: 671.716675
	Iteration 14Q: 3 clusters Score -80990.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -80991.343750 Penalty: 671.716675
	Iteration 15Q: 3 clusters Score -80991.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -80991.343750 Penalty: 671.716675
	Iteration 16F: 3 clusters Score -80991.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -40761.175781 Penalty: 302.469818
	Iteration 0F: 2 clusters Score -40761.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -40108.234375 Penalty: 604.939636
	Iteration 0F: 3 clusters Score -40108.23 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -40275.917969 Penalty: 604.939636
	Iteration 1F: 3 clusters Score -40275.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -40303.574219 Penalty: 604.939636
	Iteration 2F: 3 clusters Score -40303.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -40333.351562 Penalty: 604.939636
	Iteration 3Q: 3 clusters Score -40333.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -40354.449219 Penalty: 604.939636
	Iteration 4Q: 3 clusters Score -40354.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -40369.300781 Penalty: 604.939636
	Iteration 5Q: 3 clusters Score -40369.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40377.898438 Penalty: 604.939636
	Iteration 6Q: 3 clusters Score -40377.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -40387.777344 Penalty: 604.939636
	Iteration 7Q: 3 clusters Score -40387.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -40395.550781 Penalty: 604.939636
	Iteration 8Q: 3 clusters Score -40395.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40400.824219 Penalty: 604.939636
	Iteration 9Q: 3 clusters Score -40400.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -40403.839844 Penalty: 604.939636
	Iteration 10Q: 3 clusters Score -40403.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -40407.593750 Penalty: 604.939636
	Iteration 11Q: 3 clusters Score -40407.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -40413.300781 Penalty: 604.939636
	Iteration 12Q: 3 clusters Score -40413.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40430.429688 Penalty: 604.939636
	Iteration 13Q: 3 clusters Score -40430.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40450.460938 Penalty: 604.939636
	Iteration 14Q: 3 clusters Score -40450.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40462.863281 Penalty: 604.939636
	Iteration 15Q: 3 clusters Score -40462.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40480.558594 Penalty: 604.939636
	Iteration 16Q: 3 clusters Score -40480.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40493.289062 Penalty: 604.939636
	Iteration 17Q: 3 clusters Score -40493.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40503.269531 Penalty: 604.939636
	Iteration 18Q: 3 clusters Score -40503.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40509.964844 Penalty: 604.939636
	Iteration 19Q: 3 clusters Score -40509.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40515.605469 Penalty: 604.939636
	Iteration 20F: 3 clusters Score -40515.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40519.203125 Penalty: 604.939636
	Iteration 21Q: 3 clusters Score -40519.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40520.257812 Penalty: 604.939636
	Iteration 22Q: 3 clusters Score -40520.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40521.539062 Penalty: 604.939636
	Iteration 23Q: 3 clusters Score -40521.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40523.785156 Penalty: 604.939636
	Iteration 24Q: 3 clusters Score -40523.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40524.312500 Penalty: 604.939636
	Iteration 25Q: 3 clusters Score -40524.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40524.312500 Penalty: 604.939636
	Iteration 26F: 3 clusters Score -40524.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Entering Unmasked Estep 
Score: -828532.562500 Penalty: 438.405304
	Iteration 0F: 2 clusters Score -828532.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -818270.125000 Penalty: 876.810608
	Iteration 0F: 3 clusters Score -818270.1 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -822543.875000 Penalty: 876.810608
	Iteration 1F: 3 clusters Score -822543.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -822832.937500 Penalty: 876.810608
	Iteration 2F: 3 clusters Score -822832.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -823194.250000 Penalty: 876.810608
	Iteration 3F: 3 clusters Score -823194.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -823633.437500 Penalty: 876.810608
	Iteration 4F: 3 clusters Score -823633.4 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -824180.375000 Penalty: 876.810608
	Iteration 5F: 3 clusters Score -824180.4 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -824919.562500 Penalty: 876.810608
	Iteration 6F: 3 clusters Score -824919.6 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -825828.812500 Penalty: 876.810608
	Iteration 7F: 3 clusters Score -825828.8 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -826641.812500 Penalty: 876.810608
	Iteration 8F: 3 clusters Score -826641.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -827068.500000 Penalty: 876.810608
	Iteration 9Q: 3 clusters Score -827068.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -827223.937500 Penalty: 876.810608
	Iteration 10Q: 3 clusters Score -827223.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -827309.875000 Penalty: 876.810608
	Iteration 11Q: 3 clusters Score -827309.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -827383.750000 Penalty: 876.810608
	Iteration 12Q: 3 clusters Score -827383.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -827454.812500 Penalty: 876.810608
	Iteration 13Q: 3 clusters Score -827454.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -827509.125000 Penalty: 876.810608
	Iteration 14Q: 3 clusters Score -827509.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -827568.750000 Penalty: 876.810608
	Iteration 15Q: 3 clusters Score -827568.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -827627.062500 Penalty: 876.810608
	Iteration 16Q: 3 clusters Score -827627.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -827674.125000 Penalty: 876.810608
	Iteration 17Q: 3 clusters Score -827674.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -827714.875000 Penalty: 876.810608
	Iteration 18Q: 3 clusters Score -827714.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -827752.812500 Penalty: 876.810608
	Iteration 19Q: 3 clusters Score -827752.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -827789.250000 Penalty: 876.810608
	Iteration 20F: 3 clusters Score -827789.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -827817.750000 Penalty: 876.810608
	Iteration 21Q: 3 clusters Score -827817.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -827841.125000 Penalty: 876.810608
	Iteration 22Q: 3 clusters Score -827841.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -827871.250000 Penalty: 876.810608
	Iteration 23Q: 3 clusters Score -827871.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -827894.750000 Penalty: 876.810608
	Iteration 24Q: 3 clusters Score -827894.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -827923.562500 Penalty: 876.810608
	Iteration 25Q: 3 clusters Score -827923.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -827949.812500 Penalty: 876.810608
	Iteration 26Q: 3 clusters Score -827949.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -827972.625000 Penalty: 876.810608
	Iteration 27Q: 3 clusters Score -827972.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -827996.250000 Penalty: 876.810608
	Iteration 28Q: 3 clusters Score -827996.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -828028.250000 Penalty: 876.810608
	Iteration 29Q: 3 clusters Score -828028.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -828058.625000 Penalty: 876.810608
	Iteration 30Q: 3 clusters Score -828058.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -828076.375000 Penalty: 876.810608
	Iteration 31Q: 3 clusters Score -828076.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -828091.375000 Penalty: 876.810608
	Iteration 32Q: 3 clusters Score -828091.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -828113.437500 Penalty: 876.810608
	Iteration 33Q: 3 clusters Score -828113.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -828129.187500 Penalty: 876.810608
	Iteration 34Q: 3 clusters Score -828129.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -828140.875000 Penalty: 876.810608
	Iteration 35Q: 3 clusters Score -828140.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -828150.625000 Penalty: 876.810608
	Iteration 36Q: 3 clusters Score -828150.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -828162.375000 Penalty: 876.810608
	Iteration 37Q: 3 clusters Score -828162.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -828168.500000 Penalty: 876.810608
	Iteration 38Q: 3 clusters Score -828168.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -828171.625000 Penalty: 876.810608
	Iteration 39Q: 3 clusters Score -828171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -828171.687500 Penalty: 876.810608
	Iteration 40F: 3 clusters Score -828171.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -828175.562500 Penalty: 876.810608
	Iteration 41Q: 3 clusters Score -828175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -828178.125000 Penalty: 876.810608
	Iteration 42Q: 3 clusters Score -828178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -828177.875000 Penalty: 876.810608
	Iteration 43Q: 3 clusters Score -828177.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -828177.875000 Penalty: 876.810608
	Iteration 44F: 3 clusters Score -828177.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -193347.906250 Penalty: 371.948975
	Iteration 0F: 2 clusters Score -193347.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -190900.890625 Penalty: 743.897949
	Iteration 0F: 3 clusters Score -190900.9 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -191659.265625 Penalty: 743.897949
	Iteration 1F: 3 clusters Score -191659.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -191757.703125 Penalty: 743.897949
	Iteration 2F: 3 clusters Score -191757.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -191845.640625 Penalty: 743.897949
	Iteration 3F: 3 clusters Score -191845.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -191946.937500 Penalty: 743.897949
	Iteration 4F: 3 clusters Score -191946.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -192061.531250 Penalty: 743.897949
	Iteration 5F: 3 clusters Score -192061.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -192208.062500 Penalty: 743.897949
	Iteration 6F: 3 clusters Score -192208.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -192457.359375 Penalty: 743.897949
	Iteration 7F: 3 clusters Score -192457.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -192691.203125 Penalty: 743.897949
	Iteration 8F: 3 clusters Score -192691.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -192851.078125 Penalty: 743.897949
	Iteration 9Q: 3 clusters Score -192851.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -192955.671875 Penalty: 743.897949
	Iteration 10Q: 3 clusters Score -192955.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -193003.265625 Penalty: 743.897949
	Iteration 11Q: 3 clusters Score -193003.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -193023.375000 Penalty: 743.897949
	Iteration 12Q: 3 clusters Score -193023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -193029.531250 Penalty: 743.897949
	Iteration 13Q: 3 clusters Score -193029.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -193035.453125 Penalty: 743.897949
	Iteration 14Q: 3 clusters Score -193035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -193040.015625 Penalty: 743.897949
	Iteration 15Q: 3 clusters Score -193040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -193043.109375 Penalty: 743.897949
	Iteration 16Q: 3 clusters Score -193043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -193045.437500 Penalty: 743.897949
	Iteration 17Q: 3 clusters Score -193045.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -193045.437500 Penalty: 743.897949
	Iteration 18F: 3 clusters Score -193045.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Entering Unmasked Estep 
Score: -1136350.375000 Penalty: 452.417297
	Iteration 0F: 2 clusters Score -1136350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1122337.750000 Penalty: 904.834595
	Iteration 0F: 3 clusters Score -1122338 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1128341.500000 Penalty: 904.834595
	Iteration 1F: 3 clusters Score -1128342 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1128648.375000 Penalty: 904.834595
	Iteration 2Q: 3 clusters Score -1128648 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1129077.250000 Penalty: 904.834595
	Iteration 3Q: 3 clusters Score -1129077 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1129759.250000 Penalty: 904.834595
	Iteration 4F: 3 clusters Score -1129759 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1130760.250000 Penalty: 904.834595
	Iteration 5F: 3 clusters Score -1130760 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1131849.625000 Penalty: 904.834595
	Iteration 6F: 3 clusters Score -1131850 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1132556.125000 Penalty: 904.834595
	Iteration 7F: 3 clusters Score -1132556 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1132906.875000 Penalty: 904.834595
	Iteration 8Q: 3 clusters Score -1132907 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1133130.000000 Penalty: 904.834595
	Iteration 9Q: 3 clusters Score -1133130 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1133362.750000 Penalty: 904.834595
	Iteration 10Q: 3 clusters Score -1133363 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1133632.500000 Penalty: 904.834595
	Iteration 11Q: 3 clusters Score -1133632 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1133930.875000 Penalty: 904.834595
	Iteration 12Q: 3 clusters Score -1133931 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1134259.750000 Penalty: 904.834595
	Iteration 13Q: 3 clusters Score -1134260 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1134617.625000 Penalty: 904.834595
	Iteration 14Q: 3 clusters Score -1134618 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1134983.625000 Penalty: 904.834595
	Iteration 15Q: 3 clusters Score -1134984 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1135287.250000 Penalty: 904.834595
	Iteration 16Q: 3 clusters Score -1135287 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1135534.750000 Penalty: 904.834595
	Iteration 17Q: 3 clusters Score -1135535 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1135690.625000 Penalty: 904.834595
	Iteration 18Q: 3 clusters Score -1135691 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1135791.875000 Penalty: 904.834595
	Iteration 19Q: 3 clusters Score -1135792 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1135891.125000 Penalty: 904.834595
	Iteration 20F: 3 clusters Score -1135891 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1135967.000000 Penalty: 904.834595
	Iteration 21Q: 3 clusters Score -1135967 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1136008.375000 Penalty: 904.834595
	Iteration 22Q: 3 clusters Score -1136008 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1136026.875000 Penalty: 904.834595
	Iteration 23Q: 3 clusters Score -1136027 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1136036.500000 Penalty: 904.834595
	Iteration 24Q: 3 clusters Score -1136036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1136040.750000 Penalty: 904.834595
	Iteration 25Q: 3 clusters Score -1136041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1136041.625000 Penalty: 904.834595
	Iteration 26Q: 3 clusters Score -1136042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1136043.500000 Penalty: 904.834595
	Iteration 27Q: 3 clusters Score -1136044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1136044.250000 Penalty: 904.834595
	Iteration 28Q: 3 clusters Score -1136044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1136045.875000 Penalty: 904.834595
	Iteration 29Q: 3 clusters Score -1136046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1136048.875000 Penalty: 904.834595
	Iteration 30Q: 3 clusters Score -1136049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1136050.000000 Penalty: 904.834595
	Iteration 31Q: 3 clusters Score -1136050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1136052.375000 Penalty: 904.834595
	Iteration 32Q: 3 clusters Score -1136052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1136053.375000 Penalty: 904.834595
	Iteration 33Q: 3 clusters Score -1136053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1136057.250000 Penalty: 904.834595
	Iteration 34Q: 3 clusters Score -1136057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1136058.250000 Penalty: 904.834595
	Iteration 35Q: 3 clusters Score -1136058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1136061.750000 Penalty: 904.834595
	Iteration 36Q: 3 clusters Score -1136062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1136060.875000 Penalty: 904.834595
	Iteration 37Q: 3 clusters Score -1136061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1136059.125000 Penalty: 904.834595
	Iteration 38Q: 3 clusters Score -1136059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1136061.500000 Penalty: 904.834595
	Iteration 39Q: 3 clusters Score -1136062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1136064.125000 Penalty: 904.834595
	Iteration 40F: 3 clusters Score -1136064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1136064.375000 Penalty: 904.834595
	Iteration 41Q: 3 clusters Score -1136064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1136066.375000 Penalty: 904.834595
	Iteration 42Q: 3 clusters Score -1136066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1136068.875000 Penalty: 904.834595
	Iteration 43Q: 3 clusters Score -1136069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1136072.250000 Penalty: 904.834595
	Iteration 44Q: 3 clusters Score -1136072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1136072.750000 Penalty: 904.834595
	Iteration 45Q: 3 clusters Score -1136073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1136075.000000 Penalty: 904.834595
	Iteration 46Q: 3 clusters Score -1136075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1136075.500000 Penalty: 904.834595
	Iteration 47Q: 3 clusters Score -1136076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1136077.750000 Penalty: 904.834595
	Iteration 48Q: 3 clusters Score -1136078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1136078.000000 Penalty: 904.834595
	Iteration 49Q: 3 clusters Score -1136078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1136079.375000 Penalty: 904.834595
	Iteration 50Q: 3 clusters Score -1136079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1136081.625000 Penalty: 904.834595
	Iteration 51Q: 3 clusters Score -1136082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1136082.250000 Penalty: 904.834595
	Iteration 52Q: 3 clusters Score -1136082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1136085.000000 Penalty: 904.834595
	Iteration 53Q: 3 clusters Score -1136085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1136085.375000 Penalty: 904.834595
	Iteration 54Q: 3 clusters Score -1136085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1136082.500000 Penalty: 904.834595
	Iteration 55Q: 3 clusters Score -1136082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1136085.250000 Penalty: 904.834595
	Iteration 56Q: 3 clusters Score -1136085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1136089.000000 Penalty: 904.834595
	Iteration 57Q: 3 clusters Score -1136089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1136091.375000 Penalty: 904.834595
	Iteration 58Q: 3 clusters Score -1136091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1136093.750000 Penalty: 904.834595
	Iteration 59Q: 3 clusters Score -1136094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1136095.750000 Penalty: 904.834595
	Iteration 60F: 3 clusters Score -1136096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1136097.625000 Penalty: 904.834595
	Iteration 61Q: 3 clusters Score -1136098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1136098.125000 Penalty: 904.834595
	Iteration 62Q: 3 clusters Score -1136098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1136102.625000 Penalty: 904.834595
	Iteration 63Q: 3 clusters Score -1136103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1136103.750000 Penalty: 904.834595
	Iteration 64Q: 3 clusters Score -1136104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1136104.500000 Penalty: 904.834595
	Iteration 65Q: 3 clusters Score -1136104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1136107.625000 Penalty: 904.834595
	Iteration 66Q: 3 clusters Score -1136108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1136104.375000 Penalty: 904.834595
	Iteration 67Q: 3 clusters Score -1136104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1136106.875000 Penalty: 904.834595
	Iteration 68Q: 3 clusters Score -1136107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1136107.500000 Penalty: 904.834595
	Iteration 69Q: 3 clusters Score -1136108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1136110.500000 Penalty: 904.834595
	Iteration 70Q: 3 clusters Score -1136110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1136111.500000 Penalty: 904.834595
	Iteration 71Q: 3 clusters Score -1136112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1136109.875000 Penalty: 904.834595
	Iteration 72Q: 3 clusters Score -1136110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1136107.750000 Penalty: 904.834595
	Iteration 73Q: 3 clusters Score -1136108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1136112.000000 Penalty: 904.834595
	Iteration 74Q: 3 clusters Score -1136112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1136111.750000 Penalty: 904.834595
	Iteration 75Q: 3 clusters Score -1136112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1136111.500000 Penalty: 904.834595
	Iteration 76Q: 3 clusters Score -1136112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1136115.000000 Penalty: 904.834595
	Iteration 77Q: 3 clusters Score -1136115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1136114.000000 Penalty: 904.834595
	Iteration 78Q: 3 clusters Score -1136114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1136113.000000 Penalty: 904.834595
	Iteration 79Q: 3 clusters Score -1136113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1136114.375000 Penalty: 904.834595
	Iteration 80F: 3 clusters Score -1136114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1136115.000000 Penalty: 904.834595
	Iteration 81Q: 3 clusters Score -1136115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1136116.875000 Penalty: 904.834595
	Iteration 82Q: 3 clusters Score -1136117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1136116.000000 Penalty: 904.834595
	Iteration 83Q: 3 clusters Score -1136116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1136116.625000 Penalty: 904.834595
	Iteration 84Q: 3 clusters Score -1136117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1136116.750000 Penalty: 904.834595
	Iteration 85Q: 3 clusters Score -1136117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1136115.625000 Penalty: 904.834595
	Iteration 86Q: 3 clusters Score -1136116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1136117.125000 Penalty: 904.834595
	Iteration 87Q: 3 clusters Score -1136117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1136118.000000 Penalty: 904.834595
	Iteration 88Q: 3 clusters Score -1136118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1136118.375000 Penalty: 904.834595
	Iteration 89Q: 3 clusters Score -1136118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1136119.000000 Penalty: 904.834595
	Iteration 90Q: 3 clusters Score -1136119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1136120.375000 Penalty: 904.834595
	Iteration 91Q: 3 clusters Score -1136120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1136120.375000 Penalty: 904.834595
	Iteration 92F: 3 clusters Score -1136120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Entering Unmasked Estep 
Score: -301274.031250 Penalty: 394.900970
	Iteration 0F: 2 clusters Score -301274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -297283.281250 Penalty: 789.801941
	Iteration 0F: 3 clusters Score -297283.3 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -298978.125000 Penalty: 789.801941
	Iteration 1F: 3 clusters Score -298978.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -299273.000000 Penalty: 789.801941
	Iteration 2F: 3 clusters Score -299273 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -299642.375000 Penalty: 789.801941
	Iteration 3F: 3 clusters Score -299642.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -300020.500000 Penalty: 789.801941
	Iteration 4F: 3 clusters Score -300020.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -300339.093750 Penalty: 789.801941
	Iteration 5F: 3 clusters Score -300339.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -300609.937500 Penalty: 789.801941
	Iteration 6Q: 3 clusters Score -300609.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -300768.218750 Penalty: 789.801941
	Iteration 7Q: 3 clusters Score -300768.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -300856.937500 Penalty: 789.801941
	Iteration 8Q: 3 clusters Score -300856.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -300920.093750 Penalty: 789.801941
	Iteration 9Q: 3 clusters Score -300920.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -300965.593750 Penalty: 789.801941
	Iteration 10Q: 3 clusters Score -300965.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -300997.750000 Penalty: 789.801941
	Iteration 11Q: 3 clusters Score -300997.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -301019.968750 Penalty: 789.801941
	Iteration 12Q: 3 clusters Score -301020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -301041.187500 Penalty: 789.801941
	Iteration 13Q: 3 clusters Score -301041.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -301061.875000 Penalty: 789.801941
	Iteration 14Q: 3 clusters Score -301061.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -301078.312500 Penalty: 789.801941
	Iteration 15Q: 3 clusters Score -301078.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -301087.812500 Penalty: 789.801941
	Iteration 16Q: 3 clusters Score -301087.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -301095.156250 Penalty: 789.801941
	Iteration 17Q: 3 clusters Score -301095.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -301100.593750 Penalty: 789.801941
	Iteration 18Q: 3 clusters Score -301100.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -301104.593750 Penalty: 789.801941
	Iteration 19Q: 3 clusters Score -301104.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -301106.343750 Penalty: 789.801941
	Iteration 20F: 3 clusters Score -301106.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -301108.562500 Penalty: 789.801941
	Iteration 21Q: 3 clusters Score -301108.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -301109.250000 Penalty: 789.801941
	Iteration 22Q: 3 clusters Score -301109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -301109.875000 Penalty: 789.801941
	Iteration 23Q: 3 clusters Score -301109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -301109.718750 Penalty: 789.801941
	Iteration 24Q: 3 clusters Score -301109.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -301109.250000 Penalty: 789.801941
	Iteration 25Q: 3 clusters Score -301109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -301109.812500 Penalty: 789.801941
	Iteration 26Q: 3 clusters Score -301109.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -301109.812500 Penalty: 789.801941
	Iteration 27F: 3 clusters Score -301109.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Entering Unmasked Estep 
Score: -502779.281250 Penalty: 416.918274
	Iteration 0F: 2 clusters Score -502779.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -496521.093750 Penalty: 833.836548
	Iteration 0F: 3 clusters Score -496521.1 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -498926.875000 Penalty: 833.836548
	Iteration 1F: 3 clusters Score -498926.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -499113.093750 Penalty: 833.836548
	Iteration 2Q: 3 clusters Score -499113.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -499388.406250 Penalty: 833.836548
	Iteration 3F: 3 clusters Score -499388.4 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -499804.937500 Penalty: 833.836548
	Iteration 4F: 3 clusters Score -499804.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -500357.656250 Penalty: 833.836548
	Iteration 5F: 3 clusters Score -500357.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -501064.812500 Penalty: 833.836548
	Iteration 6F: 3 clusters Score -501064.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -501712.718750 Penalty: 833.836548
	Iteration 7F: 3 clusters Score -501712.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -502087.937500 Penalty: 833.836548
	Iteration 8Q: 3 clusters Score -502087.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -502269.875000 Penalty: 833.836548
	Iteration 9Q: 3 clusters Score -502269.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -502347.218750 Penalty: 833.836548
	Iteration 10Q: 3 clusters Score -502347.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -502387.250000 Penalty: 833.836548
	Iteration 11Q: 3 clusters Score -502387.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -502423.906250 Penalty: 833.836548
	Iteration 12Q: 3 clusters Score -502423.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -502451.562500 Penalty: 833.836548
	Iteration 13Q: 3 clusters Score -502451.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -502468.281250 Penalty: 833.836548
	Iteration 14Q: 3 clusters Score -502468.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -502479.343750 Penalty: 833.836548
	Iteration 15Q: 3 clusters Score -502479.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -502485.156250 Penalty: 833.836548
	Iteration 16Q: 3 clusters Score -502485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -502489.906250 Penalty: 833.836548
	Iteration 17Q: 3 clusters Score -502489.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -502490.937500 Penalty: 833.836548
	Iteration 18Q: 3 clusters Score -502490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -502491.937500 Penalty: 833.836548
	Iteration 19Q: 3 clusters Score -502491.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -502491.937500 Penalty: 833.836548
	Iteration 20F: 3 clusters Score -502491.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Entering Unmasked Estep 
Score: -944390.750000 Penalty: 443.880981
	Iteration 0F: 2 clusters Score -944390.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -932972.437500 Penalty: 887.761963
	Iteration 0F: 3 clusters Score -932972.4 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -937856.687500 Penalty: 887.761963
	Iteration 1F: 3 clusters Score -937856.7 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -938344.875000 Penalty: 887.761963
	Iteration 2F: 3 clusters Score -938344.9 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -939126.125000 Penalty: 887.761963
	Iteration 3F: 3 clusters Score -939126.1 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -940150.312500 Penalty: 887.761963
	Iteration 4F: 3 clusters Score -940150.3 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -941254.375000 Penalty: 887.761963
	Iteration 5F: 3 clusters Score -941254.4 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -941827.875000 Penalty: 887.761963
	Iteration 6F: 3 clusters Score -941827.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -941977.437500 Penalty: 887.761963
	Iteration 7Q: 3 clusters Score -941977.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -942047.937500 Penalty: 887.761963
	Iteration 8Q: 3 clusters Score -942047.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -942099.562500 Penalty: 887.761963
	Iteration 9Q: 3 clusters Score -942099.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -942147.312500 Penalty: 887.761963
	Iteration 10Q: 3 clusters Score -942147.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -942192.250000 Penalty: 887.761963
	Iteration 11Q: 3 clusters Score -942192.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -942246.062500 Penalty: 887.761963
	Iteration 12Q: 3 clusters Score -942246.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -942292.437500 Penalty: 887.761963
	Iteration 13Q: 3 clusters Score -942292.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -942345.375000 Penalty: 887.761963
	Iteration 14Q: 3 clusters Score -942345.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -942404.500000 Penalty: 887.761963
	Iteration 15Q: 3 clusters Score -942404.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -942453.750000 Penalty: 887.761963
	Iteration 16Q: 3 clusters Score -942453.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -942513.250000 Penalty: 887.761963
	Iteration 17Q: 3 clusters Score -942513.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -942574.312500 Penalty: 887.761963
	Iteration 18Q: 3 clusters Score -942574.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -942638.312500 Penalty: 887.761963
	Iteration 19Q: 3 clusters Score -942638.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -942698.812500 Penalty: 887.761963
	Iteration 20F: 3 clusters Score -942698.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -942760.750000 Penalty: 887.761963
	Iteration 21Q: 3 clusters Score -942760.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -942816.250000 Penalty: 887.761963
	Iteration 22Q: 3 clusters Score -942816.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -942880.625000 Penalty: 887.761963
	Iteration 23Q: 3 clusters Score -942880.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -942932.875000 Penalty: 887.761963
	Iteration 24Q: 3 clusters Score -942932.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -942996.312500 Penalty: 887.761963
	Iteration 25Q: 3 clusters Score -942996.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -943064.500000 Penalty: 887.761963
	Iteration 26Q: 3 clusters Score -943064.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -943128.250000 Penalty: 887.761963
	Iteration 27Q: 3 clusters Score -943128.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -943177.000000 Penalty: 887.761963
	Iteration 28Q: 3 clusters Score -943177 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -943229.750000 Penalty: 887.761963
	Iteration 29Q: 3 clusters Score -943229.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -943283.437500 Penalty: 887.761963
	Iteration 30Q: 3 clusters Score -943283.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -943334.125000 Penalty: 887.761963
	Iteration 31Q: 3 clusters Score -943334.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -943372.437500 Penalty: 887.761963
	Iteration 32Q: 3 clusters Score -943372.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -943410.750000 Penalty: 887.761963
	Iteration 33Q: 3 clusters Score -943410.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -943456.187500 Penalty: 887.761963
	Iteration 34Q: 3 clusters Score -943456.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -943489.312500 Penalty: 887.761963
	Iteration 35Q: 3 clusters Score -943489.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -943547.375000 Penalty: 887.761963
	Iteration 36Q: 3 clusters Score -943547.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -943600.375000 Penalty: 887.761963
	Iteration 37Q: 3 clusters Score -943600.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -943648.875000 Penalty: 887.761963
	Iteration 38Q: 3 clusters Score -943648.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -943696.312500 Penalty: 887.761963
	Iteration 39Q: 3 clusters Score -943696.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -943749.250000 Penalty: 887.761963
	Iteration 40F: 3 clusters Score -943749.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -943796.687500 Penalty: 887.761963
	Iteration 41Q: 3 clusters Score -943796.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -943840.125000 Penalty: 887.761963
	Iteration 42Q: 3 clusters Score -943840.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -943879.875000 Penalty: 887.761963
	Iteration 43Q: 3 clusters Score -943879.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -943906.250000 Penalty: 887.761963
	Iteration 44Q: 3 clusters Score -943906.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -943935.750000 Penalty: 887.761963
	Iteration 45Q: 3 clusters Score -943935.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -943952.812500 Penalty: 887.761963
	Iteration 46Q: 3 clusters Score -943952.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -943970.375000 Penalty: 887.761963
	Iteration 47Q: 3 clusters Score -943970.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -943979.187500 Penalty: 887.761963
	Iteration 48Q: 3 clusters Score -943979.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -943989.937500 Penalty: 887.761963
	Iteration 49Q: 3 clusters Score -943989.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -943995.312500 Penalty: 887.761963
	Iteration 50Q: 3 clusters Score -943995.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -944000.500000 Penalty: 887.761963
	Iteration 51Q: 3 clusters Score -944000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -944001.937500 Penalty: 887.761963
	Iteration 52Q: 3 clusters Score -944001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -944006.875000 Penalty: 887.761963
	Iteration 53Q: 3 clusters Score -944006.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -944009.875000 Penalty: 887.761963
	Iteration 54Q: 3 clusters Score -944009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -944015.750000 Penalty: 887.761963
	Iteration 55Q: 3 clusters Score -944015.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -944017.062500 Penalty: 887.761963
	Iteration 56Q: 3 clusters Score -944017.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -944019.875000 Penalty: 887.761963
	Iteration 57Q: 3 clusters Score -944019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -944020.937500 Penalty: 887.761963
	Iteration 58Q: 3 clusters Score -944020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -944021.000000 Penalty: 887.761963
	Iteration 59Q: 3 clusters Score -944021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -944022.562500 Penalty: 887.761963
	Iteration 60F: 3 clusters Score -944022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -944023.500000 Penalty: 887.761963
	Iteration 61Q: 3 clusters Score -944023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -944025.812500 Penalty: 887.761963
	Iteration 62Q: 3 clusters Score -944025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -944029.500000 Penalty: 887.761963
	Iteration 63Q: 3 clusters Score -944029.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -944031.812500 Penalty: 887.761963
	Iteration 64Q: 3 clusters Score -944031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -944033.812500 Penalty: 887.761963
	Iteration 65Q: 3 clusters Score -944033.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -944034.125000 Penalty: 887.761963
	Iteration 66Q: 3 clusters Score -944034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -944034.625000 Penalty: 887.761963
	Iteration 67Q: 3 clusters Score -944034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -944034.625000 Penalty: 887.761963
	Iteration 68F: 3 clusters Score -944034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (93061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Entering Unmasked Estep 
Score: -5132091.500000 Penalty: 520.565979
	Iteration 0F: 2 clusters Score -5132092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -5070693.500000 Penalty: 1041.131958
	Iteration 0F: 3 clusters Score -5070694 nChanged 45488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -5100033.500000 Penalty: 1041.131958
	Iteration 1F: 3 clusters Score -5100034 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -5103723.500000 Penalty: 1041.131958
	Iteration 2F: 3 clusters Score -5103724 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71211 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5110469.500000 Penalty: 1041.131958
	Iteration 3F: 3 clusters Score -5110470 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -5119036.500000 Penalty: 1041.131958
	Iteration 4F: 3 clusters Score -5119036 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87054 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -5125817.500000 Penalty: 1041.131958
	Iteration 5F: 3 clusters Score -5125818 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5129365.000000 Penalty: 1041.131958
	Iteration 6Q: 3 clusters Score -5129365 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92219 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5130801.500000 Penalty: 1041.131958
	Iteration 7Q: 3 clusters Score -5130802 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5131338.000000 Penalty: 1041.131958
	Iteration 8Q: 3 clusters Score -5131338 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5131527.500000 Penalty: 1041.131958
	Iteration 9Q: 3 clusters Score -5131528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5131585.500000 Penalty: 1041.131958
	Iteration 10Q: 3 clusters Score -5131586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5131615.000000 Penalty: 1041.131958
	Iteration 11Q: 3 clusters Score -5131615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5131621.000000 Penalty: 1041.131958
	Iteration 12Q: 3 clusters Score -5131621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5131636.000000 Penalty: 1041.131958
	Iteration 13Q: 3 clusters Score -5131636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5131638.000000 Penalty: 1041.131958
	Iteration 14Q: 3 clusters Score -5131638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5131644.000000 Penalty: 1041.131958
	Iteration 15Q: 3 clusters Score -5131644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5131645.000000 Penalty: 1041.131958
	Iteration 16Q: 3 clusters Score -5131645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -5131650.000000 Penalty: 1041.131958
	Iteration 17Q: 3 clusters Score -5131650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93003 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5131650.000000 Penalty: 1041.131958
	Iteration 18Q: 3 clusters Score -5131650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5131650.500000 Penalty: 1041.131958
	Iteration 19Q: 3 clusters Score -5131650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93005 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -5131650.500000 Penalty: 1041.131958
	Iteration 20F: 3 clusters Score -5131650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Entering Unmasked Estep 
Score: -78209.523438 Penalty: 335.801636
	Iteration 0F: 2 clusters Score -78209.52 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 791 members 
Entering Unmasked Estep 
Score: -77006.632812 Penalty: 671.603271
	Iteration 0F: 3 clusters Score -77006.63 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -77352.218750 Penalty: 671.603271
	Iteration 1F: 3 clusters Score -77352.22 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -77402.539062 Penalty: 671.603271
	Iteration 2F: 3 clusters Score -77402.54 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -77460.539062 Penalty: 671.603271
	Iteration 3F: 3 clusters Score -77460.54 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -77530.890625 Penalty: 671.603271
	Iteration 4F: 3 clusters Score -77530.89 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77617.031250 Penalty: 671.603271
	Iteration 5F: 3 clusters Score -77617.03 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77690.289062 Penalty: 671.603271
	Iteration 6F: 3 clusters Score -77690.29 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77758.046875 Penalty: 671.603271
	Iteration 7F: 3 clusters Score -77758.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -77802.000000 Penalty: 671.603271
	Iteration 8Q: 3 clusters Score -77802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -77837.281250 Penalty: 671.603271
	Iteration 9Q: 3 clusters Score -77837.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -77863.000000 Penalty: 671.603271
	Iteration 10Q: 3 clusters Score -77863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -77899.335938 Penalty: 671.603271
	Iteration 11Q: 3 clusters Score -77899.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -77935.601562 Penalty: 671.603271
	Iteration 12Q: 3 clusters Score -77935.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -77952.281250 Penalty: 671.603271
	Iteration 13Q: 3 clusters Score -77952.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -77963.914062 Penalty: 671.603271
	Iteration 14Q: 3 clusters Score -77963.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -77970.085938 Penalty: 671.603271
	Iteration 15Q: 3 clusters Score -77970.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -77973.140625 Penalty: 671.603271
	Iteration 16Q: 3 clusters Score -77973.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -77976.257812 Penalty: 671.603271
	Iteration 17Q: 3 clusters Score -77976.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -77977.437500 Penalty: 671.603271
	Iteration 18Q: 3 clusters Score -77977.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -77978.867188 Penalty: 671.603271
	Iteration 19Q: 3 clusters Score -77978.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -77979.500000 Penalty: 671.603271
	Iteration 20F: 3 clusters Score -77979.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (155710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155710 members 
Entering Unmasked Estep 
Score: -8169990.000000 Penalty: 543.986633
	Iteration 0F: 2 clusters Score -8169990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 77996 members 
Entering Unmasked Estep 
Score: -8066673.000000 Penalty: 1087.973267
	Iteration 0F: 3 clusters Score -8066673 nChanged 76712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -8112733.500000 Penalty: 1087.973267
	Iteration 1F: 3 clusters Score -8112734 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 86230 members 
Entering Unmasked Estep 
Score: -8113827.000000 Penalty: 1087.973267
	Iteration 2Q: 3 clusters Score -8113827 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 92057 members 
Entering Unmasked Estep 
Score: -8115536.000000 Penalty: 1087.973267
	Iteration 3Q: 3 clusters Score -8115536 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -8118929.500000 Penalty: 1087.973267
	Iteration 4F: 3 clusters Score -8118930 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 114566 members 
Entering Unmasked Estep 
Score: -8124851.000000 Penalty: 1087.973267
	Iteration 5F: 3 clusters Score -8124851 nChanged 15307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 129873 members 
Entering Unmasked Estep 
Score: -8133587.500000 Penalty: 1087.973267
	Iteration 6F: 3 clusters Score -8133588 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 142392 members 
Entering Unmasked Estep 
Score: -8141574.500000 Penalty: 1087.973267
	Iteration 7F: 3 clusters Score -8141574 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 149490 members 
Entering Unmasked Estep 
Score: -8154411.500000 Penalty: 1087.973267
	Iteration 8Q: 3 clusters Score -8154412 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 153002 members 
Entering Unmasked Estep 
Score: -8164004.500000 Penalty: 1087.973267
	Iteration 9Q: 3 clusters Score -8164004 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 154441 members 
Entering Unmasked Estep 
Score: -8167306.500000 Penalty: 1087.973267
	Iteration 10Q: 3 clusters Score -8167306 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -8168384.500000 Penalty: 1087.973267
	Iteration 11Q: 3 clusters Score -8168384 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -8168823.000000 Penalty: 1087.973267
	Iteration 12Q: 3 clusters Score -8168823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 155368 members 
Entering Unmasked Estep 
Score: -8169056.500000 Penalty: 1087.973267
	Iteration 13Q: 3 clusters Score -8169056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 155431 members 
Entering Unmasked Estep 
Score: -8169174.000000 Penalty: 1087.973267
	Iteration 14Q: 3 clusters Score -8169174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 155462 members 
Entering Unmasked Estep 
Score: -8169236.000000 Penalty: 1087.973267
	Iteration 15Q: 3 clusters Score -8169236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 155482 members 
Entering Unmasked Estep 
Score: -8169279.000000 Penalty: 1087.973267
	Iteration 16Q: 3 clusters Score -8169279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 155494 members 
Entering Unmasked Estep 
Score: -8169300.500000 Penalty: 1087.973267
	Iteration 17Q: 3 clusters Score -8169300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 155498 members 
Entering Unmasked Estep 
Score: -8169313.000000 Penalty: 1087.973267
	Iteration 18Q: 3 clusters Score -8169313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 155502 members 
Entering Unmasked Estep 
Score: -8169323.000000 Penalty: 1087.973267
	Iteration 19Q: 3 clusters Score -8169323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 155508 members 
Entering Unmasked Estep 
Score: -8169333.000000 Penalty: 1087.973267
	Iteration 20F: 3 clusters Score -8169333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 155511 members 
Entering Unmasked Estep 
Score: -8169343.000000 Penalty: 1087.973267
	Iteration 21Q: 3 clusters Score -8169343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 155515 members 
Entering Unmasked Estep 
Score: -8169344.000000 Penalty: 1087.973267
	Iteration 22Q: 3 clusters Score -8169344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 155517 members 
Entering Unmasked Estep 
Score: -8169347.000000 Penalty: 1087.973267
	Iteration 23Q: 3 clusters Score -8169347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 155519 members 
Entering Unmasked Estep 
Score: -8169343.000000 Penalty: 1087.973267
	Iteration 24Q: 3 clusters Score -8169343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 155519 members 
Entering Unmasked Estep 
Score: -8169343.000000 Penalty: 1087.973267
	Iteration 25F: 3 clusters Score -8169343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (205890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205890 members 
Entering Unmasked Estep 
Score: -10659339.000000 Penalty: 556.696899
	Iteration 0F: 2 clusters Score -1.065934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102508 members 
Mstep: Class 2 contains 103382 members 
Entering Unmasked Estep 
Score: -10527571.000000 Penalty: 1113.393799
	Iteration 0F: 3 clusters Score -1.052757e+07 nChanged 101240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100534 members 
Mstep: Class 2 contains 105356 members 
Entering Unmasked Estep 
Score: -10591055.000000 Penalty: 1113.393799
	Iteration 1F: 3 clusters Score -1.059106e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -10594710.000000 Penalty: 1113.393799
	Iteration 2Q: 3 clusters Score -1.059471e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -10599446.000000 Penalty: 1113.393799
	Iteration 3Q: 3 clusters Score -1.059945e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 107721 members 
Entering Unmasked Estep 
Score: -10606033.000000 Penalty: 1113.393799
	Iteration 4F: 3 clusters Score -1.060603e+07 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97570 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -10615202.000000 Penalty: 1113.393799
	Iteration 5F: 3 clusters Score -1.06152e+07 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 107523 members 
Entering Unmasked Estep 
Score: -10625614.000000 Penalty: 1113.393799
	Iteration 6F: 3 clusters Score -1.062561e+07 nChanged 12018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 104725 members 
Entering Unmasked Estep 
Score: -10632980.000000 Penalty: 1113.393799
	Iteration 7F: 3 clusters Score -1.063298e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 100537 members 
Entering Unmasked Estep 
Score: -10635299.000000 Penalty: 1113.393799
	Iteration 8Q: 3 clusters Score -1.06353e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -10635935.000000 Penalty: 1113.393799
	Iteration 9Q: 3 clusters Score -1.063594e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116094 members 
Mstep: Class 2 contains 89796 members 
Entering Unmasked Estep 
Score: -10635969.000000 Penalty: 1113.393799
	Iteration 10Q: 3 clusters Score -1.063597e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122129 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -10636047.000000 Penalty: 1113.393799
	Iteration 11Q: 3 clusters Score -1.063605e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128250 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -10636034.000000 Penalty: 1113.393799
	Iteration 12Q: 3 clusters Score -1.063603e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134618 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -10636139.000000 Penalty: 1113.393799
	Iteration 13Q: 3 clusters Score -1.063614e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141192 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -10636295.000000 Penalty: 1113.393799
	Iteration 14Q: 3 clusters Score -1.06363e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147889 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -10638000.000000 Penalty: 1113.393799
	Iteration 15Q: 3 clusters Score -1.0638e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153918 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -10640861.000000 Penalty: 1113.393799
	Iteration 16Q: 3 clusters Score -1.064086e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159115 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -10643257.000000 Penalty: 1113.393799
	Iteration 17Q: 3 clusters Score -1.064326e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163878 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -10645581.000000 Penalty: 1113.393799
	Iteration 18Q: 3 clusters Score -1.064558e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167931 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -10647405.000000 Penalty: 1113.393799
	Iteration 19Q: 3 clusters Score -1.06474e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171348 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -10649037.000000 Penalty: 1113.393799
	Iteration 20F: 3 clusters Score -1.064904e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174121 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -10650745.000000 Penalty: 1113.393799
	Iteration 21Q: 3 clusters Score -1.065074e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176516 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -10652414.000000 Penalty: 1113.393799
	Iteration 22Q: 3 clusters Score -1.065241e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178437 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -10653948.000000 Penalty: 1113.393799
	Iteration 23Q: 3 clusters Score -1.065395e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179782 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -10655141.000000 Penalty: 1113.393799
	Iteration 24Q: 3 clusters Score -1.065514e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180685 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -10656153.000000 Penalty: 1113.393799
	Iteration 25Q: 3 clusters Score -1.065615e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181280 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -10656895.000000 Penalty: 1113.393799
	Iteration 26Q: 3 clusters Score -1.06569e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181631 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -10657368.000000 Penalty: 1113.393799
	Iteration 27Q: 3 clusters Score -1.065737e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181814 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -10657635.000000 Penalty: 1113.393799
	Iteration 28Q: 3 clusters Score -1.065764e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181897 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -10657921.000000 Penalty: 1113.393799
	Iteration 29Q: 3 clusters Score -1.065792e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181913 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -10658007.000000 Penalty: 1113.393799
	Iteration 30Q: 3 clusters Score -1.065801e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181953 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -10658057.000000 Penalty: 1113.393799
	Iteration 31Q: 3 clusters Score -1.065806e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181950 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -10658130.000000 Penalty: 1113.393799
	Iteration 32Q: 3 clusters Score -1.065813e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181953 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -10658102.000000 Penalty: 1113.393799
	Iteration 33Q: 3 clusters Score -1.06581e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181949 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -10658128.000000 Penalty: 1113.393799
	Iteration 34Q: 3 clusters Score -1.065813e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181932 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -10658159.000000 Penalty: 1113.393799
	Iteration 35Q: 3 clusters Score -1.065816e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181907 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -10658189.000000 Penalty: 1113.393799
	Iteration 36Q: 3 clusters Score -1.065819e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181871 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -10658232.000000 Penalty: 1113.393799
	Iteration 37Q: 3 clusters Score -1.065823e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181855 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -10658219.000000 Penalty: 1113.393799
	Iteration 38Q: 3 clusters Score -1.065822e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181824 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -10658222.000000 Penalty: 1113.393799
	Iteration 39Q: 3 clusters Score -1.065822e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181807 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -10658337.000000 Penalty: 1113.393799
	Iteration 40F: 3 clusters Score -1.065834e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181638 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -10658401.000000 Penalty: 1113.393799
	Iteration 41Q: 3 clusters Score -1.06584e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181489 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -10658423.000000 Penalty: 1113.393799
	Iteration 42Q: 3 clusters Score -1.065842e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181356 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -10658489.000000 Penalty: 1113.393799
	Iteration 43Q: 3 clusters Score -1.065849e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181244 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -10658511.000000 Penalty: 1113.393799
	Iteration 44Q: 3 clusters Score -1.065851e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181144 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -10658492.000000 Penalty: 1113.393799
	Iteration 45Q: 3 clusters Score -1.065849e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181055 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -10658507.000000 Penalty: 1113.393799
	Iteration 46Q: 3 clusters Score -1.065851e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180987 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -10658511.000000 Penalty: 1113.393799
	Iteration 47Q: 3 clusters Score -1.065851e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180931 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -10658530.000000 Penalty: 1113.393799
	Iteration 48Q: 3 clusters Score -1.065853e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180886 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -10658521.000000 Penalty: 1113.393799
	Iteration 49Q: 3 clusters Score -1.065852e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180851 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -10658535.000000 Penalty: 1113.393799
	Iteration 50Q: 3 clusters Score -1.065854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180827 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -10658539.000000 Penalty: 1113.393799
	Iteration 51Q: 3 clusters Score -1.065854e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180802 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -10658517.000000 Penalty: 1113.393799
	Iteration 52Q: 3 clusters Score -1.065852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180783 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -10658513.000000 Penalty: 1113.393799
	Iteration 53Q: 3 clusters Score -1.065851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180767 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -10658520.000000 Penalty: 1113.393799
	Iteration 54Q: 3 clusters Score -1.065852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180752 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -10658515.000000 Penalty: 1113.393799
	Iteration 55Q: 3 clusters Score -1.065852e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180729 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -10658527.000000 Penalty: 1113.393799
	Iteration 56Q: 3 clusters Score -1.065853e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180710 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -10658544.000000 Penalty: 1113.393799
	Iteration 57Q: 3 clusters Score -1.065854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180700 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -10658546.000000 Penalty: 1113.393799
	Iteration 58Q: 3 clusters Score -1.065855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180695 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -10658561.000000 Penalty: 1113.393799
	Iteration 59Q: 3 clusters Score -1.065856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180694 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -10658552.000000 Penalty: 1113.393799
	Iteration 60F: 3 clusters Score -1.065855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180696 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -10658546.000000 Penalty: 1113.393799
	Iteration 61Q: 3 clusters Score -1.065855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180694 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -10658531.000000 Penalty: 1113.393799
	Iteration 62Q: 3 clusters Score -1.065853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180692 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -10658533.000000 Penalty: 1113.393799
	Iteration 63Q: 3 clusters Score -1.065853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180688 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -10658534.000000 Penalty: 1113.393799
	Iteration 64Q: 3 clusters Score -1.065853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180685 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -10658535.000000 Penalty: 1113.393799
	Iteration 65Q: 3 clusters Score -1.065854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180685 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -10658529.000000 Penalty: 1113.393799
	Iteration 66Q: 3 clusters Score -1.065853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180687 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -10658537.000000 Penalty: 1113.393799
	Iteration 67Q: 3 clusters Score -1.065854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180688 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -10658537.000000 Penalty: 1113.393799
	Iteration 68Q: 3 clusters Score -1.065854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180687 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -10658538.000000 Penalty: 1113.393799
	Iteration 69Q: 3 clusters Score -1.065854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180687 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -10658535.000000 Penalty: 1113.393799
	Iteration 70Q: 3 clusters Score -1.065854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180688 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -10658535.000000 Penalty: 1113.393799
	Iteration 71Q: 3 clusters Score -1.065854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180688 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -10658535.000000 Penalty: 1113.393799
	Iteration 72F: 3 clusters Score -1.065854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (63134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Entering Unmasked Estep 
Score: -3436956.750000 Penalty: 502.912170
	Iteration 0F: 2 clusters Score -3436957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -3394300.500000 Penalty: 1005.824341
	Iteration 0F: 3 clusters Score -3394300 nChanged 30812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3413794.000000 Penalty: 1005.824341
	Iteration 1F: 3 clusters Score -3413794 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -3414964.250000 Penalty: 1005.824341
	Iteration 2Q: 3 clusters Score -3414964 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3416672.000000 Penalty: 1005.824341
	Iteration 3F: 3 clusters Score -3416672 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -3419232.750000 Penalty: 1005.824341
	Iteration 4F: 3 clusters Score -3419233 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -3422189.250000 Penalty: 1005.824341
	Iteration 5F: 3 clusters Score -3422189 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -3424465.500000 Penalty: 1005.824341
	Iteration 6F: 3 clusters Score -3424466 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -3425600.000000 Penalty: 1005.824341
	Iteration 7Q: 3 clusters Score -3425600 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -3426052.750000 Penalty: 1005.824341
	Iteration 8Q: 3 clusters Score -3426053 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -3426349.500000 Penalty: 1005.824341
	Iteration 9Q: 3 clusters Score -3426350 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -3426630.000000 Penalty: 1005.824341
	Iteration 10Q: 3 clusters Score -3426630 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -3426913.750000 Penalty: 1005.824341
	Iteration 11Q: 3 clusters Score -3426914 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -3427208.750000 Penalty: 1005.824341
	Iteration 12Q: 3 clusters Score -3427209 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -3427467.250000 Penalty: 1005.824341
	Iteration 13Q: 3 clusters Score -3427467 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -3427774.250000 Penalty: 1005.824341
	Iteration 14Q: 3 clusters Score -3427774 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -3428117.000000 Penalty: 1005.824341
	Iteration 15Q: 3 clusters Score -3428117 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -3428500.000000 Penalty: 1005.824341
	Iteration 16Q: 3 clusters Score -3428500 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -3428893.000000 Penalty: 1005.824341
	Iteration 17Q: 3 clusters Score -3428893 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -3429284.500000 Penalty: 1005.824341
	Iteration 18Q: 3 clusters Score -3429284 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -3429697.000000 Penalty: 1005.824341
	Iteration 19Q: 3 clusters Score -3429697 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -3430106.250000 Penalty: 1005.824341
	Iteration 20F: 3 clusters Score -3430106 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -3430531.250000 Penalty: 1005.824341
	Iteration 21Q: 3 clusters Score -3430531 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -3430962.000000 Penalty: 1005.824341
	Iteration 22Q: 3 clusters Score -3430962 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -3431418.000000 Penalty: 1005.824341
	Iteration 23Q: 3 clusters Score -3431418 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -3431894.750000 Penalty: 1005.824341
	Iteration 24Q: 3 clusters Score -3431895 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -3432395.750000 Penalty: 1005.824341
	Iteration 25Q: 3 clusters Score -3432396 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -3432895.750000 Penalty: 1005.824341
	Iteration 26Q: 3 clusters Score -3432896 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -3433406.000000 Penalty: 1005.824341
	Iteration 27Q: 3 clusters Score -3433406 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -3433891.000000 Penalty: 1005.824341
	Iteration 28Q: 3 clusters Score -3433891 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -3434353.000000 Penalty: 1005.824341
	Iteration 29Q: 3 clusters Score -3434353 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -3434805.500000 Penalty: 1005.824341
	Iteration 30Q: 3 clusters Score -3434806 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -3435200.500000 Penalty: 1005.824341
	Iteration 31Q: 3 clusters Score -3435200 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -3435525.750000 Penalty: 1005.824341
	Iteration 32Q: 3 clusters Score -3435526 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 61709 members 
Entering Unmasked Estep 
Score: -3435773.250000 Penalty: 1005.824341
	Iteration 33Q: 3 clusters Score -3435773 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -3435975.250000 Penalty: 1005.824341
	Iteration 34Q: 3 clusters Score -3435975 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -3436134.500000 Penalty: 1005.824341
	Iteration 35Q: 3 clusters Score -3436134 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -3436265.000000 Penalty: 1005.824341
	Iteration 36Q: 3 clusters Score -3436265 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -3436353.000000 Penalty: 1005.824341
	Iteration 37Q: 3 clusters Score -3436353 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -3436412.500000 Penalty: 1005.824341
	Iteration 38Q: 3 clusters Score -3436412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -3436464.500000 Penalty: 1005.824341
	Iteration 39Q: 3 clusters Score -3436464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -3436505.500000 Penalty: 1005.824341
	Iteration 40F: 3 clusters Score -3436506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -3436533.000000 Penalty: 1005.824341
	Iteration 41Q: 3 clusters Score -3436533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -3436555.500000 Penalty: 1005.824341
	Iteration 42Q: 3 clusters Score -3436556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -3436558.750000 Penalty: 1005.824341
	Iteration 43Q: 3 clusters Score -3436559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -3436564.500000 Penalty: 1005.824341
	Iteration 44Q: 3 clusters Score -3436564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -3436570.500000 Penalty: 1005.824341
	Iteration 45Q: 3 clusters Score -3436570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -3436578.750000 Penalty: 1005.824341
	Iteration 46Q: 3 clusters Score -3436579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -3436576.000000 Penalty: 1005.824341
	Iteration 47Q: 3 clusters Score -3436576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -3436579.500000 Penalty: 1005.824341
	Iteration 48Q: 3 clusters Score -3436580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 62967 members 
Entering Unmasked Estep 
Score: -3436577.000000 Penalty: 1005.824341
	Iteration 49Q: 3 clusters Score -3436577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -3436576.000000 Penalty: 1005.824341
	Iteration 50Q: 3 clusters Score -3436576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62968 members 
Entering Unmasked Estep 
Score: -3436576.000000 Penalty: 1005.824341
	Iteration 51F: 3 clusters Score -3436576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -78893.132812 Penalty: 331.925049
	Iteration 0F: 2 clusters Score -78893.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -77809.132812 Penalty: 663.850098
	Iteration 0F: 3 clusters Score -77809.13 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -78198.414062 Penalty: 663.850098
	Iteration 1F: 3 clusters Score -78198.41 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -78282.773438 Penalty: 663.850098
	Iteration 2F: 3 clusters Score -78282.77 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -78353.000000 Penalty: 663.850098
	Iteration 3F: 3 clusters Score -78353 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -78414.062500 Penalty: 663.850098
	Iteration 4F: 3 clusters Score -78414.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -78470.039062 Penalty: 663.850098
	Iteration 5Q: 3 clusters Score -78470.04 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -78509.335938 Penalty: 663.850098
	Iteration 6Q: 3 clusters Score -78509.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -78548.523438 Penalty: 663.850098
	Iteration 7Q: 3 clusters Score -78548.52 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -78579.328125 Penalty: 663.850098
	Iteration 8Q: 3 clusters Score -78579.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -78611.109375 Penalty: 663.850098
	Iteration 9Q: 3 clusters Score -78611.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -78635.296875 Penalty: 663.850098
	Iteration 10Q: 3 clusters Score -78635.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -78657.210938 Penalty: 663.850098
	Iteration 11Q: 3 clusters Score -78657.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -78688.890625 Penalty: 663.850098
	Iteration 12Q: 3 clusters Score -78688.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78710.937500 Penalty: 663.850098
	Iteration 13Q: 3 clusters Score -78710.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78717.328125 Penalty: 663.850098
	Iteration 14Q: 3 clusters Score -78717.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78722.585938 Penalty: 663.850098
	Iteration 15Q: 3 clusters Score -78722.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78724.359375 Penalty: 663.850098
	Iteration 16Q: 3 clusters Score -78724.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78725.367188 Penalty: 663.850098
	Iteration 17Q: 3 clusters Score -78725.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78726.250000 Penalty: 663.850098
	Iteration 18Q: 3 clusters Score -78726.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78728.781250 Penalty: 663.850098
	Iteration 19Q: 3 clusters Score -78728.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78731.195312 Penalty: 663.850098
	Iteration 20F: 3 clusters Score -78731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78732.796875 Penalty: 663.850098
	Iteration 21Q: 3 clusters Score -78732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78732.968750 Penalty: 663.850098
	Iteration 22Q: 3 clusters Score -78732.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78732.960938 Penalty: 663.850098
	Iteration 23Q: 3 clusters Score -78732.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78733.125000 Penalty: 663.850098
	Iteration 24Q: 3 clusters Score -78733.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78733.125000 Penalty: 663.850098
	Iteration 25F: 3 clusters Score -78733.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (88974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88974 members 
Entering Unmasked Estep 
Score: -4504174.000000 Penalty: 518.522522
	Iteration 0F: 2 clusters Score -4504174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -4444438.500000 Penalty: 1037.045044
	Iteration 0F: 3 clusters Score -4444438 nChanged 43194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -4470359.000000 Penalty: 1037.045044
	Iteration 1F: 3 clusters Score -4470359 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -4471518.000000 Penalty: 1037.045044
	Iteration 2Q: 3 clusters Score -4471518 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -4473630.500000 Penalty: 1037.045044
	Iteration 3Q: 3 clusters Score -4473630 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -4477575.000000 Penalty: 1037.045044
	Iteration 4F: 3 clusters Score -4477575 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -4483854.000000 Penalty: 1037.045044
	Iteration 5F: 3 clusters Score -4483854 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 74947 members 
Entering Unmasked Estep 
Score: -4491286.500000 Penalty: 1037.045044
	Iteration 6F: 3 clusters Score -4491286 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 80725 members 
Entering Unmasked Estep 
Score: -4496984.000000 Penalty: 1037.045044
	Iteration 7F: 3 clusters Score -4496984 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -4500278.000000 Penalty: 1037.045044
	Iteration 8Q: 3 clusters Score -4500278 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 86179 members 
Entering Unmasked Estep 
Score: -4501838.000000 Penalty: 1037.045044
	Iteration 9Q: 3 clusters Score -4501838 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -4502645.000000 Penalty: 1037.045044
	Iteration 10Q: 3 clusters Score -4502645 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 87967 members 
Entering Unmasked Estep 
Score: -4503081.500000 Penalty: 1037.045044
	Iteration 11Q: 3 clusters Score -4503082 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -4503355.000000 Penalty: 1037.045044
	Iteration 12Q: 3 clusters Score -4503355 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -4503487.000000 Penalty: 1037.045044
	Iteration 13Q: 3 clusters Score -4503487 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -4503578.000000 Penalty: 1037.045044
	Iteration 14Q: 3 clusters Score -4503578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -4503619.500000 Penalty: 1037.045044
	Iteration 15Q: 3 clusters Score -4503620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -4503632.000000 Penalty: 1037.045044
	Iteration 16Q: 3 clusters Score -4503632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 88772 members 
Entering Unmasked Estep 
Score: -4503648.000000 Penalty: 1037.045044
	Iteration 17Q: 3 clusters Score -4503648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -4503671.500000 Penalty: 1037.045044
	Iteration 18Q: 3 clusters Score -4503672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 88803 members 
Entering Unmasked Estep 
Score: -4503674.500000 Penalty: 1037.045044
	Iteration 19Q: 3 clusters Score -4503674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -4503680.500000 Penalty: 1037.045044
	Iteration 20F: 3 clusters Score -4503680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 88818 members 
Entering Unmasked Estep 
Score: -4503687.000000 Penalty: 1037.045044
	Iteration 21Q: 3 clusters Score -4503687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -4503687.500000 Penalty: 1037.045044
	Iteration 22Q: 3 clusters Score -4503688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -4503690.000000 Penalty: 1037.045044
	Iteration 23Q: 3 clusters Score -4503690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -4503685.000000 Penalty: 1037.045044
	Iteration 24Q: 3 clusters Score -4503685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -4503685.000000 Penalty: 1037.045044
	Iteration 25Q: 3 clusters Score -4503685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88827 members 
Entering Unmasked Estep 
Score: -4503686.000000 Penalty: 1037.045044
	Iteration 26Q: 3 clusters Score -4503686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 88827 members 
Entering Unmasked Estep 
Score: -4503686.000000 Penalty: 1037.045044
	Iteration 27F: 3 clusters Score -4503686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (69935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Entering Unmasked Estep 
Score: -3831244.000000 Penalty: 507.567108
	Iteration 0F: 2 clusters Score -3831244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -3784181.750000 Penalty: 1015.134216
	Iteration 0F: 3 clusters Score -3784182 nChanged 34095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -3804542.000000 Penalty: 1015.134216
	Iteration 1F: 3 clusters Score -3804542 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -3805277.250000 Penalty: 1015.134216
	Iteration 2Q: 3 clusters Score -3805277 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -3806566.500000 Penalty: 1015.134216
	Iteration 3Q: 3 clusters Score -3806566 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3808726.750000 Penalty: 1015.134216
	Iteration 4F: 3 clusters Score -3808727 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3812200.000000 Penalty: 1015.134216
	Iteration 5F: 3 clusters Score -3812200 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3817056.500000 Penalty: 1015.134216
	Iteration 6F: 3 clusters Score -3817056 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3822394.500000 Penalty: 1015.134216
	Iteration 7F: 3 clusters Score -3822394 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3826859.250000 Penalty: 1015.134216
	Iteration 8F: 3 clusters Score -3826859 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3829419.750000 Penalty: 1015.134216
	Iteration 9Q: 3 clusters Score -3829420 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69489 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3830399.500000 Penalty: 1015.134216
	Iteration 10Q: 3 clusters Score -3830400 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3830673.000000 Penalty: 1015.134216
	Iteration 11Q: 3 clusters Score -3830673 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3830743.750000 Penalty: 1015.134216
	Iteration 12Q: 3 clusters Score -3830744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -3830779.750000 Penalty: 1015.134216
	Iteration 13Q: 3 clusters Score -3830780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3830794.500000 Penalty: 1015.134216
	Iteration 14Q: 3 clusters Score -3830794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3830797.000000 Penalty: 1015.134216
	Iteration 15Q: 3 clusters Score -3830797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3830797.000000 Penalty: 1015.134216
	Iteration 16F: 3 clusters Score -3830797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -3633.208252 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -3633.208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3459.971680 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -3459.972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3494.387207 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -3494.387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3533.403809 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -3533.404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3593.536621 Penalty: 417.232056
	Iteration 3F: 3 clusters Score -3593.537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3605.294189 Penalty: 417.232056
	Iteration 4Q: 3 clusters Score -3605.294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3611.951172 Penalty: 417.232056
	Iteration 5Q: 3 clusters Score -3611.951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3611.951172 Penalty: 417.232056
	Iteration 6F: 3 clusters Score -3611.951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (20699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Entering Unmasked Estep 
Score: -1133355.375000 Penalty: 452.171753
	Iteration 0F: 2 clusters Score -1133355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1119581.500000 Penalty: 904.343506
	Iteration 0F: 3 clusters Score -1119582 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1125328.000000 Penalty: 904.343506
	Iteration 1F: 3 clusters Score -1125328 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1126098.625000 Penalty: 904.343506
	Iteration 2F: 3 clusters Score -1126099 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1127343.125000 Penalty: 904.343506
	Iteration 3F: 3 clusters Score -1127343 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1129062.250000 Penalty: 904.343506
	Iteration 4F: 3 clusters Score -1129062 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1130704.000000 Penalty: 904.343506
	Iteration 5F: 3 clusters Score -1130704 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -1131762.500000 Penalty: 904.343506
	Iteration 6F: 3 clusters Score -1131762 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -1132307.875000 Penalty: 904.343506
	Iteration 7Q: 3 clusters Score -1132308 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -1132552.125000 Penalty: 904.343506
	Iteration 8Q: 3 clusters Score -1132552 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -1132708.875000 Penalty: 904.343506
	Iteration 9Q: 3 clusters Score -1132709 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -1132806.250000 Penalty: 904.343506
	Iteration 10Q: 3 clusters Score -1132806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -1132887.750000 Penalty: 904.343506
	Iteration 11Q: 3 clusters Score -1132888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -1132932.375000 Penalty: 904.343506
	Iteration 12Q: 3 clusters Score -1132932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -1132954.250000 Penalty: 904.343506
	Iteration 13Q: 3 clusters Score -1132954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -1132966.375000 Penalty: 904.343506
	Iteration 14Q: 3 clusters Score -1132966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -1132976.500000 Penalty: 904.343506
	Iteration 15Q: 3 clusters Score -1132976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -1132981.500000 Penalty: 904.343506
	Iteration 16Q: 3 clusters Score -1132982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -1132983.750000 Penalty: 904.343506
	Iteration 17Q: 3 clusters Score -1132984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -1132983.375000 Penalty: 904.343506
	Iteration 18Q: 3 clusters Score -1132983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -1132986.500000 Penalty: 904.343506
	Iteration 19Q: 3 clusters Score -1132986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -1132987.250000 Penalty: 904.343506
	Iteration 20F: 3 clusters Score -1132987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -1132987.500000 Penalty: 904.343506
	Iteration 21Q: 3 clusters Score -1132988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -1132987.500000 Penalty: 904.343506
	Iteration 22F: 3 clusters Score -1132988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (168050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168050 members 
Entering Unmasked Estep 
Score: -8918371.000000 Penalty: 547.456787
	Iteration 0F: 2 clusters Score -8918371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -8827988.000000 Penalty: 1094.913574
	Iteration 0F: 3 clusters Score -8827988 nChanged 82659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -8882265.000000 Penalty: 1094.913574
	Iteration 1F: 3 clusters Score -8882265 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -8887963.000000 Penalty: 1094.913574
	Iteration 2F: 3 clusters Score -8887963 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 101728 members 
Entering Unmasked Estep 
Score: -8895133.000000 Penalty: 1094.913574
	Iteration 3F: 3 clusters Score -8895133 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -8903273.000000 Penalty: 1094.913574
	Iteration 4F: 3 clusters Score -8903273 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 118829 members 
Entering Unmasked Estep 
Score: -8909505.000000 Penalty: 1094.913574
	Iteration 5F: 3 clusters Score -8909505 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -8912793.000000 Penalty: 1094.913574
	Iteration 6F: 3 clusters Score -8912793 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 131239 members 
Entering Unmasked Estep 
Score: -8914227.000000 Penalty: 1094.913574
	Iteration 7Q: 3 clusters Score -8914227 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 135926 members 
Entering Unmasked Estep 
Score: -8915230.000000 Penalty: 1094.913574
	Iteration 8Q: 3 clusters Score -8915230 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 139813 members 
Entering Unmasked Estep 
Score: -8916137.000000 Penalty: 1094.913574
	Iteration 9Q: 3 clusters Score -8916137 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 143090 members 
Entering Unmasked Estep 
Score: -8916747.000000 Penalty: 1094.913574
	Iteration 10Q: 3 clusters Score -8916747 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 145915 members 
Entering Unmasked Estep 
Score: -8917271.000000 Penalty: 1094.913574
	Iteration 11Q: 3 clusters Score -8917271 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 148307 members 
Entering Unmasked Estep 
Score: -8917575.000000 Penalty: 1094.913574
	Iteration 12Q: 3 clusters Score -8917575 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 150406 members 
Entering Unmasked Estep 
Score: -8919160.000000 Penalty: 1094.913574
	Iteration 13Q: 3 clusters Score -8919160 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 152483 members 
Entering Unmasked Estep 
Score: -8920807.000000 Penalty: 1094.913574
	Iteration 14Q: 3 clusters Score -8920807 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 154581 members 
Entering Unmasked Estep 
Score: -8922229.000000 Penalty: 1094.913574
	Iteration 15Q: 3 clusters Score -8922229 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 156879 members 
Entering Unmasked Estep 
Score: -8923006.000000 Penalty: 1094.913574
	Iteration 16Q: 3 clusters Score -8923006 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 159096 members 
Entering Unmasked Estep 
Score: -8922854.000000 Penalty: 1094.913574
	Iteration 17Q: 3 clusters Score -8922854 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 161183 members 
Entering Unmasked Estep 
Score: -8922409.000000 Penalty: 1094.913574
	Iteration 18Q: 3 clusters Score -8922409 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 163007 members 
Entering Unmasked Estep 
Score: -8921711.000000 Penalty: 1094.913574
	Iteration 19Q: 3 clusters Score -8921711 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 164465 members 
Entering Unmasked Estep 
Score: -8920879.000000 Penalty: 1094.913574
	Iteration 20F: 3 clusters Score -8920879 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 165571 members 
Entering Unmasked Estep 
Score: -8920047.000000 Penalty: 1094.913574
	Iteration 21Q: 3 clusters Score -8920047 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 166323 members 
Entering Unmasked Estep 
Score: -8919558.000000 Penalty: 1094.913574
	Iteration 22Q: 3 clusters Score -8919558 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -8919151.000000 Penalty: 1094.913574
	Iteration 23Q: 3 clusters Score -8919151 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 167095 members 
Entering Unmasked Estep 
Score: -8918865.000000 Penalty: 1094.913574
	Iteration 24Q: 3 clusters Score -8918865 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 167327 members 
Entering Unmasked Estep 
Score: -8918689.000000 Penalty: 1094.913574
	Iteration 25Q: 3 clusters Score -8918689 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 167472 members 
Entering Unmasked Estep 
Score: -8918558.000000 Penalty: 1094.913574
	Iteration 26Q: 3 clusters Score -8918558 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 167585 members 
Entering Unmasked Estep 
Score: -8918478.000000 Penalty: 1094.913574
	Iteration 27Q: 3 clusters Score -8918478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 167659 members 
Entering Unmasked Estep 
Score: -8918428.000000 Penalty: 1094.913574
	Iteration 28Q: 3 clusters Score -8918428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 167709 members 
Entering Unmasked Estep 
Score: -8918369.000000 Penalty: 1094.913574
	Iteration 29Q: 3 clusters Score -8918369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 167753 members 
Entering Unmasked Estep 
Score: -8918312.000000 Penalty: 1094.913574
	Iteration 30Q: 3 clusters Score -8918312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 167780 members 
Entering Unmasked Estep 
Score: -8918258.000000 Penalty: 1094.913574
	Iteration 31Q: 3 clusters Score -8918258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 167800 members 
Entering Unmasked Estep 
Score: -8918234.000000 Penalty: 1094.913574
	Iteration 32Q: 3 clusters Score -8918234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 167817 members 
Entering Unmasked Estep 
Score: -8918224.000000 Penalty: 1094.913574
	Iteration 33Q: 3 clusters Score -8918224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 167831 members 
Entering Unmasked Estep 
Score: -8918219.000000 Penalty: 1094.913574
	Iteration 34Q: 3 clusters Score -8918219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 167841 members 
Entering Unmasked Estep 
Score: -8918208.000000 Penalty: 1094.913574
	Iteration 35Q: 3 clusters Score -8918208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 167848 members 
Entering Unmasked Estep 
Score: -8918202.000000 Penalty: 1094.913574
	Iteration 36Q: 3 clusters Score -8918202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 167857 members 
Entering Unmasked Estep 
Score: -8918201.000000 Penalty: 1094.913574
	Iteration 37Q: 3 clusters Score -8918201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 167866 members 
Entering Unmasked Estep 
Score: -8918189.000000 Penalty: 1094.913574
	Iteration 38Q: 3 clusters Score -8918189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167874 members 
Entering Unmasked Estep 
Score: -8918185.000000 Penalty: 1094.913574
	Iteration 39Q: 3 clusters Score -8918185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 167882 members 
Entering Unmasked Estep 
Score: -8918171.000000 Penalty: 1094.913574
	Iteration 40F: 3 clusters Score -8918171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 167888 members 
Entering Unmasked Estep 
Score: -8918176.000000 Penalty: 1094.913574
	Iteration 41Q: 3 clusters Score -8918176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167895 members 
Entering Unmasked Estep 
Score: -8918180.000000 Penalty: 1094.913574
	Iteration 42Q: 3 clusters Score -8918180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 167898 members 
Entering Unmasked Estep 
Score: -8918173.000000 Penalty: 1094.913574
	Iteration 43Q: 3 clusters Score -8918173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 167902 members 
Entering Unmasked Estep 
Score: -8918166.000000 Penalty: 1094.913574
	Iteration 44Q: 3 clusters Score -8918166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 167905 members 
Entering Unmasked Estep 
Score: -8918165.000000 Penalty: 1094.913574
	Iteration 45Q: 3 clusters Score -8918165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 167909 members 
Entering Unmasked Estep 
Score: -8918153.000000 Penalty: 1094.913574
	Iteration 46Q: 3 clusters Score -8918153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167911 members 
Entering Unmasked Estep 
Score: -8918160.000000 Penalty: 1094.913574
	Iteration 47Q: 3 clusters Score -8918160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 167912 members 
Entering Unmasked Estep 
Score: -8918154.000000 Penalty: 1094.913574
	Iteration 48Q: 3 clusters Score -8918154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 167913 members 
Entering Unmasked Estep 
Score: -8918149.000000 Penalty: 1094.913574
	Iteration 49Q: 3 clusters Score -8918149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 167912 members 
Entering Unmasked Estep 
Score: -8918155.000000 Penalty: 1094.913574
	Iteration 50Q: 3 clusters Score -8918155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 167912 members 
Entering Unmasked Estep 
Score: -8918155.000000 Penalty: 1094.913574
	Iteration 51F: 3 clusters Score -8918155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (55893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Entering Unmasked Estep 
Score: -3085050.000000 Penalty: 497.369354
	Iteration 0F: 2 clusters Score -3085050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3047300.500000 Penalty: 994.738708
	Iteration 0F: 3 clusters Score -3047300 nChanged 27254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3063292.250000 Penalty: 994.738708
	Iteration 1F: 3 clusters Score -3063292 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3063806.250000 Penalty: 994.738708
	Iteration 2Q: 3 clusters Score -3063806 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3064603.250000 Penalty: 994.738708
	Iteration 3Q: 3 clusters Score -3064603 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -3065892.750000 Penalty: 994.738708
	Iteration 4Q: 3 clusters Score -3065893 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3068012.000000 Penalty: 994.738708
	Iteration 5F: 3 clusters Score -3068012 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3070920.750000 Penalty: 994.738708
	Iteration 6F: 3 clusters Score -3070921 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3074050.500000 Penalty: 994.738708
	Iteration 7F: 3 clusters Score -3074050 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3076518.250000 Penalty: 994.738708
	Iteration 8F: 3 clusters Score -3076518 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3078126.500000 Penalty: 994.738708
	Iteration 9Q: 3 clusters Score -3078126 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3079185.750000 Penalty: 994.738708
	Iteration 10Q: 3 clusters Score -3079186 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3080077.500000 Penalty: 994.738708
	Iteration 11Q: 3 clusters Score -3080078 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3080915.250000 Penalty: 994.738708
	Iteration 12Q: 3 clusters Score -3080915 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3081755.750000 Penalty: 994.738708
	Iteration 13Q: 3 clusters Score -3081756 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3082518.750000 Penalty: 994.738708
	Iteration 14Q: 3 clusters Score -3082519 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3083217.250000 Penalty: 994.738708
	Iteration 15Q: 3 clusters Score -3083217 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3083806.500000 Penalty: 994.738708
	Iteration 16Q: 3 clusters Score -3083806 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3084167.250000 Penalty: 994.738708
	Iteration 17Q: 3 clusters Score -3084167 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3084397.500000 Penalty: 994.738708
	Iteration 18Q: 3 clusters Score -3084398 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3084499.500000 Penalty: 994.738708
	Iteration 19Q: 3 clusters Score -3084500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3084548.000000 Penalty: 994.738708
	Iteration 20F: 3 clusters Score -3084548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -3084581.750000 Penalty: 994.738708
	Iteration 21Q: 3 clusters Score -3084582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -3084606.000000 Penalty: 994.738708
	Iteration 22Q: 3 clusters Score -3084606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3084622.750000 Penalty: 994.738708
	Iteration 23Q: 3 clusters Score -3084623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3084622.750000 Penalty: 994.738708
	Iteration 24Q: 3 clusters Score -3084623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3084627.000000 Penalty: 994.738708
	Iteration 25Q: 3 clusters Score -3084627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3084627.000000 Penalty: 994.738708
	Iteration 26F: 3 clusters Score -3084627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Entering Unmasked Estep 
Score: -939516.812500 Penalty: 447.502014
	Iteration 0F: 2 clusters Score -939516.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -926995.500000 Penalty: 895.004028
	Iteration 0F: 3 clusters Score -926995.5 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -932018.812500 Penalty: 895.004028
	Iteration 1F: 3 clusters Score -932018.8 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -932297.312500 Penalty: 895.004028
	Iteration 2Q: 3 clusters Score -932297.3 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -932795.250000 Penalty: 895.004028
	Iteration 3F: 3 clusters Score -932795.2 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -933662.250000 Penalty: 895.004028
	Iteration 4F: 3 clusters Score -933662.2 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -935043.312500 Penalty: 895.004028
	Iteration 5F: 3 clusters Score -935043.3 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -936820.187500 Penalty: 895.004028
	Iteration 6F: 3 clusters Score -936820.2 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -938274.000000 Penalty: 895.004028
	Iteration 7F: 3 clusters Score -938274 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -938951.687500 Penalty: 895.004028
	Iteration 8Q: 3 clusters Score -938951.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -939082.062500 Penalty: 895.004028
	Iteration 9Q: 3 clusters Score -939082.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -939126.625000 Penalty: 895.004028
	Iteration 10Q: 3 clusters Score -939126.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -939142.500000 Penalty: 895.004028
	Iteration 11Q: 3 clusters Score -939142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -939153.000000 Penalty: 895.004028
	Iteration 12Q: 3 clusters Score -939153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -939153.000000 Penalty: 895.004028
	Iteration 13F: 3 clusters Score -939153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -181521.000000 Penalty: 368.099335
	Iteration 0F: 2 clusters Score -181521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -179262.890625 Penalty: 736.198669
	Iteration 0F: 3 clusters Score -179262.9 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -180077.281250 Penalty: 736.198669
	Iteration 1F: 3 clusters Score -180077.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -180159.687500 Penalty: 736.198669
	Iteration 2F: 3 clusters Score -180159.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -180235.359375 Penalty: 736.198669
	Iteration 3F: 3 clusters Score -180235.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -180317.953125 Penalty: 736.198669
	Iteration 4Q: 3 clusters Score -180318 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -180423.203125 Penalty: 736.198669
	Iteration 5Q: 3 clusters Score -180423.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -180575.250000 Penalty: 736.198669
	Iteration 6F: 3 clusters Score -180575.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -180716.671875 Penalty: 736.198669
	Iteration 7F: 3 clusters Score -180716.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -180766.953125 Penalty: 736.198669
	Iteration 8Q: 3 clusters Score -180767 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -180787.843750 Penalty: 736.198669
	Iteration 9Q: 3 clusters Score -180787.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -180797.296875 Penalty: 736.198669
	Iteration 10Q: 3 clusters Score -180797.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -180806.453125 Penalty: 736.198669
	Iteration 11Q: 3 clusters Score -180806.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -180812.796875 Penalty: 736.198669
	Iteration 12Q: 3 clusters Score -180812.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -180821.328125 Penalty: 736.198669
	Iteration 13Q: 3 clusters Score -180821.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -180827.484375 Penalty: 736.198669
	Iteration 14Q: 3 clusters Score -180827.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -180831.953125 Penalty: 736.198669
	Iteration 15Q: 3 clusters Score -180832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -180837.578125 Penalty: 736.198669
	Iteration 16Q: 3 clusters Score -180837.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -180843.718750 Penalty: 736.198669
	Iteration 17Q: 3 clusters Score -180843.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -180849.687500 Penalty: 736.198669
	Iteration 18Q: 3 clusters Score -180849.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -180858.359375 Penalty: 736.198669
	Iteration 19Q: 3 clusters Score -180858.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -180862.890625 Penalty: 736.198669
	Iteration 20F: 3 clusters Score -180862.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -180868.140625 Penalty: 736.198669
	Iteration 21Q: 3 clusters Score -180868.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -180873.640625 Penalty: 736.198669
	Iteration 22Q: 3 clusters Score -180873.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -180877.109375 Penalty: 736.198669
	Iteration 23Q: 3 clusters Score -180877.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -180880.000000 Penalty: 736.198669
	Iteration 24Q: 3 clusters Score -180880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -180881.562500 Penalty: 736.198669
	Iteration 25Q: 3 clusters Score -180881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -180883.750000 Penalty: 736.198669
	Iteration 26Q: 3 clusters Score -180883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -180885.890625 Penalty: 736.198669
	Iteration 27Q: 3 clusters Score -180885.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -180889.484375 Penalty: 736.198669
	Iteration 28Q: 3 clusters Score -180889.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -180893.375000 Penalty: 736.198669
	Iteration 29Q: 3 clusters Score -180893.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -180896.734375 Penalty: 736.198669
	Iteration 30Q: 3 clusters Score -180896.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -180900.234375 Penalty: 736.198669
	Iteration 31Q: 3 clusters Score -180900.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -180904.843750 Penalty: 736.198669
	Iteration 32Q: 3 clusters Score -180904.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -180909.937500 Penalty: 736.198669
	Iteration 33Q: 3 clusters Score -180909.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -180913.031250 Penalty: 736.198669
	Iteration 34Q: 3 clusters Score -180913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -180914.953125 Penalty: 736.198669
	Iteration 35Q: 3 clusters Score -180915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -180918.687500 Penalty: 736.198669
	Iteration 36Q: 3 clusters Score -180918.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -180923.875000 Penalty: 736.198669
	Iteration 37Q: 3 clusters Score -180923.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -180928.421875 Penalty: 736.198669
	Iteration 38Q: 3 clusters Score -180928.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -180933.812500 Penalty: 736.198669
	Iteration 39Q: 3 clusters Score -180933.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -180941.109375 Penalty: 736.198669
	Iteration 40F: 3 clusters Score -180941.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -180947.781250 Penalty: 736.198669
	Iteration 41Q: 3 clusters Score -180947.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -180953.734375 Penalty: 736.198669
	Iteration 42Q: 3 clusters Score -180953.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -180959.937500 Penalty: 736.198669
	Iteration 43Q: 3 clusters Score -180959.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -180964.156250 Penalty: 736.198669
	Iteration 44Q: 3 clusters Score -180964.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -180966.531250 Penalty: 736.198669
	Iteration 45Q: 3 clusters Score -180966.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -180968.046875 Penalty: 736.198669
	Iteration 46Q: 3 clusters Score -180968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -180969.875000 Penalty: 736.198669
	Iteration 47Q: 3 clusters Score -180969.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -180971.734375 Penalty: 736.198669
	Iteration 48Q: 3 clusters Score -180971.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -180973.078125 Penalty: 736.198669
	Iteration 49Q: 3 clusters Score -180973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -180974.062500 Penalty: 736.198669
	Iteration 50Q: 3 clusters Score -180974.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -180975.937500 Penalty: 736.198669
	Iteration 51Q: 3 clusters Score -180975.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -180977.609375 Penalty: 736.198669
	Iteration 52Q: 3 clusters Score -180977.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -180978.406250 Penalty: 736.198669
	Iteration 53Q: 3 clusters Score -180978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -180978.859375 Penalty: 736.198669
	Iteration 54Q: 3 clusters Score -180978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -180979.515625 Penalty: 736.198669
	Iteration 55Q: 3 clusters Score -180979.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -180979.515625 Penalty: 736.198669
	Iteration 56F: 3 clusters Score -180979.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Entering Unmasked Estep 
Score: -213386.953125 Penalty: 376.425232
	Iteration 0F: 2 clusters Score -213387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -210670.734375 Penalty: 752.850464
	Iteration 0F: 3 clusters Score -210670.7 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -211606.140625 Penalty: 752.850464
	Iteration 1F: 3 clusters Score -211606.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -211706.984375 Penalty: 752.850464
	Iteration 2F: 3 clusters Score -211707 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -211782.718750 Penalty: 752.850464
	Iteration 3Q: 3 clusters Score -211782.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -211854.406250 Penalty: 752.850464
	Iteration 4Q: 3 clusters Score -211854.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -211931.859375 Penalty: 752.850464
	Iteration 5Q: 3 clusters Score -211931.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -212049.906250 Penalty: 752.850464
	Iteration 6Q: 3 clusters Score -212049.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -212197.718750 Penalty: 752.850464
	Iteration 7F: 3 clusters Score -212197.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -212391.390625 Penalty: 752.850464
	Iteration 8F: 3 clusters Score -212391.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -212558.140625 Penalty: 752.850464
	Iteration 9F: 3 clusters Score -212558.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -212650.125000 Penalty: 752.850464
	Iteration 10Q: 3 clusters Score -212650.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -212705.890625 Penalty: 752.850464
	Iteration 11Q: 3 clusters Score -212705.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -212752.718750 Penalty: 752.850464
	Iteration 12Q: 3 clusters Score -212752.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -212792.250000 Penalty: 752.850464
	Iteration 13Q: 3 clusters Score -212792.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -212829.218750 Penalty: 752.850464
	Iteration 14Q: 3 clusters Score -212829.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -212865.968750 Penalty: 752.850464
	Iteration 15Q: 3 clusters Score -212866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -212895.218750 Penalty: 752.850464
	Iteration 16Q: 3 clusters Score -212895.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -212919.531250 Penalty: 752.850464
	Iteration 17Q: 3 clusters Score -212919.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -212936.843750 Penalty: 752.850464
	Iteration 18Q: 3 clusters Score -212936.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -212952.156250 Penalty: 752.850464
	Iteration 19Q: 3 clusters Score -212952.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -212974.546875 Penalty: 752.850464
	Iteration 20F: 3 clusters Score -212974.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -213003.250000 Penalty: 752.850464
	Iteration 21Q: 3 clusters Score -213003.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -213030.468750 Penalty: 752.850464
	Iteration 22Q: 3 clusters Score -213030.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -213052.171875 Penalty: 752.850464
	Iteration 23Q: 3 clusters Score -213052.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -213071.312500 Penalty: 752.850464
	Iteration 24Q: 3 clusters Score -213071.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -213086.109375 Penalty: 752.850464
	Iteration 25Q: 3 clusters Score -213086.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -213100.406250 Penalty: 752.850464
	Iteration 26Q: 3 clusters Score -213100.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -213110.546875 Penalty: 752.850464
	Iteration 27Q: 3 clusters Score -213110.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -213117.031250 Penalty: 752.850464
	Iteration 28Q: 3 clusters Score -213117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -213120.890625 Penalty: 752.850464
	Iteration 29Q: 3 clusters Score -213120.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -213125.687500 Penalty: 752.850464
	Iteration 30Q: 3 clusters Score -213125.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -213129.312500 Penalty: 752.850464
	Iteration 31Q: 3 clusters Score -213129.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -213131.359375 Penalty: 752.850464
	Iteration 32Q: 3 clusters Score -213131.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -213134.953125 Penalty: 752.850464
	Iteration 33Q: 3 clusters Score -213135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -213137.453125 Penalty: 752.850464
	Iteration 34Q: 3 clusters Score -213137.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -213139.343750 Penalty: 752.850464
	Iteration 35Q: 3 clusters Score -213139.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -213142.000000 Penalty: 752.850464
	Iteration 36Q: 3 clusters Score -213142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -213143.453125 Penalty: 752.850464
	Iteration 37Q: 3 clusters Score -213143.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -213145.687500 Penalty: 752.850464
	Iteration 38Q: 3 clusters Score -213145.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -213148.125000 Penalty: 752.850464
	Iteration 39Q: 3 clusters Score -213148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -213150.171875 Penalty: 752.850464
	Iteration 40F: 3 clusters Score -213150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -213152.875000 Penalty: 752.850464
	Iteration 41Q: 3 clusters Score -213152.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -213156.906250 Penalty: 752.850464
	Iteration 42Q: 3 clusters Score -213156.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -213160.578125 Penalty: 752.850464
	Iteration 43Q: 3 clusters Score -213160.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -213162.281250 Penalty: 752.850464
	Iteration 44Q: 3 clusters Score -213162.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -213163.937500 Penalty: 752.850464
	Iteration 45Q: 3 clusters Score -213163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -213165.281250 Penalty: 752.850464
	Iteration 46Q: 3 clusters Score -213165.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -213165.859375 Penalty: 752.850464
	Iteration 47Q: 3 clusters Score -213165.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -213166.765625 Penalty: 752.850464
	Iteration 48Q: 3 clusters Score -213166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -213167.156250 Penalty: 752.850464
	Iteration 49Q: 3 clusters Score -213167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -213167.937500 Penalty: 752.850464
	Iteration 50Q: 3 clusters Score -213167.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -213168.812500 Penalty: 752.850464
	Iteration 51Q: 3 clusters Score -213168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -213168.625000 Penalty: 752.850464
	Iteration 52Q: 3 clusters Score -213168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -213168.625000 Penalty: 752.850464
	Iteration 53F: 3 clusters Score -213168.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -457434.656250 Penalty: 411.326599
	Iteration 0F: 2 clusters Score -457434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -451763.593750 Penalty: 822.653198
	Iteration 0F: 3 clusters Score -451763.6 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -453956.937500 Penalty: 822.653198
	Iteration 1F: 3 clusters Score -453956.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -454183.875000 Penalty: 822.653198
	Iteration 2F: 3 clusters Score -454183.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -454548.156250 Penalty: 822.653198
	Iteration 3F: 3 clusters Score -454548.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -455050.406250 Penalty: 822.653198
	Iteration 4F: 3 clusters Score -455050.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -455583.437500 Penalty: 822.653198
	Iteration 5F: 3 clusters Score -455583.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -455920.125000 Penalty: 822.653198
	Iteration 6F: 3 clusters Score -455920.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -456138.062500 Penalty: 822.653198
	Iteration 7Q: 3 clusters Score -456138.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -456350.625000 Penalty: 822.653198
	Iteration 8Q: 3 clusters Score -456350.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -456549.062500 Penalty: 822.653198
	Iteration 9Q: 3 clusters Score -456549.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -456744.281250 Penalty: 822.653198
	Iteration 10Q: 3 clusters Score -456744.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -456942.031250 Penalty: 822.653198
	Iteration 11Q: 3 clusters Score -456942 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -457148.843750 Penalty: 822.653198
	Iteration 12Q: 3 clusters Score -457148.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -457300.312500 Penalty: 822.653198
	Iteration 13Q: 3 clusters Score -457300.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -457382.593750 Penalty: 822.653198
	Iteration 14Q: 3 clusters Score -457382.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -457419.656250 Penalty: 822.653198
	Iteration 15Q: 3 clusters Score -457419.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -457436.593750 Penalty: 822.653198
	Iteration 16Q: 3 clusters Score -457436.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -457443.281250 Penalty: 822.653198
	Iteration 17Q: 3 clusters Score -457443.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -457445.156250 Penalty: 822.653198
	Iteration 18Q: 3 clusters Score -457445.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -457448.875000 Penalty: 822.653198
	Iteration 19Q: 3 clusters Score -457448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -457450.968750 Penalty: 822.653198
	Iteration 20F: 3 clusters Score -457451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -457451.312500 Penalty: 822.653198
	Iteration 21Q: 3 clusters Score -457451.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -457451.875000 Penalty: 822.653198
	Iteration 22Q: 3 clusters Score -457451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -457451.750000 Penalty: 822.653198
	Iteration 23Q: 3 clusters Score -457451.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -457451.750000 Penalty: 822.653198
	Iteration 24F: 3 clusters Score -457451.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 33354 members 
Mstep: Class 3 contains 90698 members 
Mstep: Class 4 contains 93480 members 
Mstep: Class 5 contains 5397 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 7 contains 96567 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 72026 members 
Mstep: Class 10 contains 57436 members 
Mstep: Class 11 contains 4681 members 
Mstep: Class 12 contains 36319 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 15522 members 
Mstep: Class 16 contains 67846 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 15295 members 
Mstep: Class 20 contains 3550 members 
Mstep: Class 21 contains 20811 members 
Mstep: Class 22 contains 5879 members 
Mstep: Class 23 contains 9538 members 
Mstep: Class 24 contains 17251 members 
Mstep: Class 25 contains 93061 members 
Mstep: Class 26 contains 1604 members 
Mstep: Class 27 contains 155710 members 
Mstep: Class 28 contains 205890 members 
Mstep: Class 29 contains 63134 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 88974 members 
Mstep: Class 32 contains 69935 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 20699 members 
Mstep: Class 35 contains 168050 members 
Mstep: Class 36 contains 55893 members 
Mstep: Class 37 contains 18680 members 
Mstep: Class 38 contains 3262 members 
Mstep: Class 39 contains 3917 members 
Mstep: Class 40 contains 4775 members 
Mstep: Class 41 contains 18709 members 
Mstep: Class 42 contains 48474 members 
Mstep: Class 43 contains 4824 members 
Mstep: Class 44 contains 3660 members 
Entering Unmasked Estep 
Score: -87393944.000000 Penalty: 28756.324219
Splitting cluster 40 changes total score from -87398192.000000 to -87393944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (18709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Entering Unmasked Estep 
Score: -1024809.562500 Penalty: 447.572571
	Iteration 0F: 2 clusters Score -1024810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1012329.000000 Penalty: 895.145142
	Iteration 0F: 3 clusters Score -1012329 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1017360.000000 Penalty: 895.145142
	Iteration 1F: 3 clusters Score -1017360 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1017525.500000 Penalty: 895.145142
	Iteration 2Q: 3 clusters Score -1017526 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1017719.500000 Penalty: 895.145142
	Iteration 3Q: 3 clusters Score -1017720 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1017947.625000 Penalty: 895.145142
	Iteration 4Q: 3 clusters Score -1017948 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1018176.312500 Penalty: 895.145142
	Iteration 5Q: 3 clusters Score -1018176 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1018467.437500 Penalty: 895.145142
	Iteration 6Q: 3 clusters Score -1018467 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1018928.000000 Penalty: 895.145142
	Iteration 7Q: 3 clusters Score -1018928 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1019594.437500 Penalty: 895.145142
	Iteration 8F: 3 clusters Score -1019594 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1020499.437500 Penalty: 895.145142
	Iteration 9F: 3 clusters Score -1020499 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1021483.187500 Penalty: 895.145142
	Iteration 10F: 3 clusters Score -1021483 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1022327.312500 Penalty: 895.145142
	Iteration 11F: 3 clusters Score -1022327 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1022950.562500 Penalty: 895.145142
	Iteration 12Q: 3 clusters Score -1022951 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1023394.500000 Penalty: 895.145142
	Iteration 13Q: 3 clusters Score -1023394 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -1023664.875000 Penalty: 895.145142
	Iteration 14Q: 3 clusters Score -1023665 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1023851.687500 Penalty: 895.145142
	Iteration 15Q: 3 clusters Score -1023852 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1023997.625000 Penalty: 895.145142
	Iteration 16Q: 3 clusters Score -1023998 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -1024116.937500 Penalty: 895.145142
	Iteration 17Q: 3 clusters Score -1024117 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1024194.875000 Penalty: 895.145142
	Iteration 18Q: 3 clusters Score -1024195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -1024243.125000 Penalty: 895.145142
	Iteration 19Q: 3 clusters Score -1024243 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -1024286.875000 Penalty: 895.145142
	Iteration 20F: 3 clusters Score -1024287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -1024313.062500 Penalty: 895.145142
	Iteration 21Q: 3 clusters Score -1024313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -1024337.312500 Penalty: 895.145142
	Iteration 22Q: 3 clusters Score -1024337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1024355.812500 Penalty: 895.145142
	Iteration 23Q: 3 clusters Score -1024356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1024371.000000 Penalty: 895.145142
	Iteration 24Q: 3 clusters Score -1024371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -1024385.687500 Penalty: 895.145142
	Iteration 25Q: 3 clusters Score -1024386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1024390.312500 Penalty: 895.145142
	Iteration 26Q: 3 clusters Score -1024390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1024394.875000 Penalty: 895.145142
	Iteration 27Q: 3 clusters Score -1024395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -1024399.437500 Penalty: 895.145142
	Iteration 28Q: 3 clusters Score -1024399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -1024404.625000 Penalty: 895.145142
	Iteration 29Q: 3 clusters Score -1024405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1024409.312500 Penalty: 895.145142
	Iteration 30Q: 3 clusters Score -1024409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -1024417.312500 Penalty: 895.145142
	Iteration 31Q: 3 clusters Score -1024417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -1024426.625000 Penalty: 895.145142
	Iteration 32Q: 3 clusters Score -1024427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -1024439.125000 Penalty: 895.145142
	Iteration 33Q: 3 clusters Score -1024439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -1024452.812500 Penalty: 895.145142
	Iteration 34Q: 3 clusters Score -1024453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1024457.250000 Penalty: 895.145142
	Iteration 35Q: 3 clusters Score -1024457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -1024461.000000 Penalty: 895.145142
	Iteration 36Q: 3 clusters Score -1024461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -1024463.250000 Penalty: 895.145142
	Iteration 37Q: 3 clusters Score -1024463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1024463.312500 Penalty: 895.145142
	Iteration 38Q: 3 clusters Score -1024463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1024465.375000 Penalty: 895.145142
	Iteration 39Q: 3 clusters Score -1024465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1024465.875000 Penalty: 895.145142
	Iteration 40F: 3 clusters Score -1024466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (48474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Entering Unmasked Estep 
Score: -2692134.750000 Penalty: 490.889618
	Iteration 0F: 2 clusters Score -2692135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -2659762.250000 Penalty: 981.779236
	Iteration 0F: 3 clusters Score -2659762 nChanged 23445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2673261.750000 Penalty: 981.779236
	Iteration 1F: 3 clusters Score -2673262 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2673622.250000 Penalty: 981.779236
	Iteration 2Q: 3 clusters Score -2673622 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -2674062.000000 Penalty: 981.779236
	Iteration 3Q: 3 clusters Score -2674062 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2674772.500000 Penalty: 981.779236
	Iteration 4Q: 3 clusters Score -2674772 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2675813.500000 Penalty: 981.779236
	Iteration 5Q: 3 clusters Score -2675814 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2677603.000000 Penalty: 981.779236
	Iteration 6F: 3 clusters Score -2677603 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2680287.500000 Penalty: 981.779236
	Iteration 7F: 3 clusters Score -2680288 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2682794.000000 Penalty: 981.779236
	Iteration 8F: 3 clusters Score -2682794 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2684235.250000 Penalty: 981.779236
	Iteration 9F: 3 clusters Score -2684235 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2685152.250000 Penalty: 981.779236
	Iteration 10Q: 3 clusters Score -2685152 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2686128.250000 Penalty: 981.779236
	Iteration 11Q: 3 clusters Score -2686128 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2687270.750000 Penalty: 981.779236
	Iteration 12Q: 3 clusters Score -2687271 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2688449.500000 Penalty: 981.779236
	Iteration 13Q: 3 clusters Score -2688450 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2689507.750000 Penalty: 981.779236
	Iteration 14Q: 3 clusters Score -2689508 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2690237.500000 Penalty: 981.779236
	Iteration 15Q: 3 clusters Score -2690238 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2690676.500000 Penalty: 981.779236
	Iteration 16Q: 3 clusters Score -2690676 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2690875.750000 Penalty: 981.779236
	Iteration 17Q: 3 clusters Score -2690876 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2690989.250000 Penalty: 981.779236
	Iteration 18Q: 3 clusters Score -2690989 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2691055.750000 Penalty: 981.779236
	Iteration 19Q: 3 clusters Score -2691056 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2691086.750000 Penalty: 981.779236
	Iteration 20F: 3 clusters Score -2691087 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2691102.250000 Penalty: 981.779236
	Iteration 21Q: 3 clusters Score -2691102 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2691119.500000 Penalty: 981.779236
	Iteration 22Q: 3 clusters Score -2691120 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2691128.250000 Penalty: 981.779236
	Iteration 23Q: 3 clusters Score -2691128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2691129.250000 Penalty: 981.779236
	Iteration 24Q: 3 clusters Score -2691129 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2691139.750000 Penalty: 981.779236
	Iteration 25Q: 3 clusters Score -2691140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2691145.000000 Penalty: 981.779236
	Iteration 26Q: 3 clusters Score -2691145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2691143.000000 Penalty: 981.779236
	Iteration 27Q: 3 clusters Score -2691143 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2691138.000000 Penalty: 981.779236
	Iteration 28Q: 3 clusters Score -2691138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2691138.250000 Penalty: 981.779236
	Iteration 29Q: 3 clusters Score -2691138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2691138.500000 Penalty: 981.779236
	Iteration 30Q: 3 clusters Score -2691138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2691141.500000 Penalty: 981.779236
	Iteration 31Q: 3 clusters Score -2691142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2691143.250000 Penalty: 981.779236
	Iteration 32Q: 3 clusters Score -2691143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2691135.250000 Penalty: 981.779236
	Iteration 33Q: 3 clusters Score -2691135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2691136.500000 Penalty: 981.779236
	Iteration 34Q: 3 clusters Score -2691136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2691136.250000 Penalty: 981.779236
	Iteration 35Q: 3 clusters Score -2691136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2691136.250000 Penalty: 981.779236
	Iteration 36Q: 3 clusters Score -2691136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2691134.250000 Penalty: 981.779236
	Iteration 37Q: 3 clusters Score -2691134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2691136.500000 Penalty: 981.779236
	Iteration 38Q: 3 clusters Score -2691136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2691132.500000 Penalty: 981.779236
	Iteration 39Q: 3 clusters Score -2691132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2691130.750000 Penalty: 981.779236
	Iteration 40F: 3 clusters Score -2691131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2691133.250000 Penalty: 981.779236
	Iteration 41Q: 3 clusters Score -2691133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2691134.750000 Penalty: 981.779236
	Iteration 42Q: 3 clusters Score -2691135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2691133.500000 Penalty: 981.779236
	Iteration 43Q: 3 clusters Score -2691134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2691136.250000 Penalty: 981.779236
	Iteration 44Q: 3 clusters Score -2691136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2691132.500000 Penalty: 981.779236
	Iteration 45Q: 3 clusters Score -2691132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2691139.750000 Penalty: 981.779236
	Iteration 46Q: 3 clusters Score -2691140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2691140.250000 Penalty: 981.779236
	Iteration 47Q: 3 clusters Score -2691140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2691140.000000 Penalty: 981.779236
	Iteration 48Q: 3 clusters Score -2691140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2691137.000000 Penalty: 981.779236
	Iteration 49Q: 3 clusters Score -2691137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2691135.250000 Penalty: 981.779236
	Iteration 50Q: 3 clusters Score -2691135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2691139.000000 Penalty: 981.779236
	Iteration 51Q: 3 clusters Score -2691139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2691134.000000 Penalty: 981.779236
	Iteration 52Q: 3 clusters Score -2691134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2691138.250000 Penalty: 981.779236
	Iteration 53Q: 3 clusters Score -2691138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2691138.000000 Penalty: 981.779236
	Iteration 54Q: 3 clusters Score -2691138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2691140.500000 Penalty: 981.779236
	Iteration 55Q: 3 clusters Score -2691140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -2691140.500000 Penalty: 981.779236
	Iteration 56F: 3 clusters Score -2691140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -240840.500000 Penalty: 385.901825
	Iteration 0F: 2 clusters Score -240840.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -237626.500000 Penalty: 771.803650
	Iteration 0F: 3 clusters Score -237626.5 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -238857.531250 Penalty: 771.803650
	Iteration 1F: 3 clusters Score -238857.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -238967.359375 Penalty: 771.803650
	Iteration 2F: 3 clusters Score -238967.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -239068.609375 Penalty: 771.803650
	Iteration 3Q: 3 clusters Score -239068.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -239166.234375 Penalty: 771.803650
	Iteration 4Q: 3 clusters Score -239166.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -239297.093750 Penalty: 771.803650
	Iteration 5Q: 3 clusters Score -239297.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -239470.484375 Penalty: 771.803650
	Iteration 6Q: 3 clusters Score -239470.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -239632.812500 Penalty: 771.803650
	Iteration 7Q: 3 clusters Score -239632.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -239765.187500 Penalty: 771.803650
	Iteration 8Q: 3 clusters Score -239765.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -239857.109375 Penalty: 771.803650
	Iteration 9Q: 3 clusters Score -239857.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -239953.156250 Penalty: 771.803650
	Iteration 10Q: 3 clusters Score -239953.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -240042.218750 Penalty: 771.803650
	Iteration 11Q: 3 clusters Score -240042.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -240120.515625 Penalty: 771.803650
	Iteration 12Q: 3 clusters Score -240120.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -240187.515625 Penalty: 771.803650
	Iteration 13Q: 3 clusters Score -240187.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -240233.656250 Penalty: 771.803650
	Iteration 14Q: 3 clusters Score -240233.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -240278.953125 Penalty: 771.803650
	Iteration 15Q: 3 clusters Score -240279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -240310.140625 Penalty: 771.803650
	Iteration 16Q: 3 clusters Score -240310.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -240339.484375 Penalty: 771.803650
	Iteration 17Q: 3 clusters Score -240339.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -240374.765625 Penalty: 771.803650
	Iteration 18Q: 3 clusters Score -240374.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -240402.828125 Penalty: 771.803650
	Iteration 19Q: 3 clusters Score -240402.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -240419.671875 Penalty: 771.803650
	Iteration 20F: 3 clusters Score -240419.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -240437.078125 Penalty: 771.803650
	Iteration 21Q: 3 clusters Score -240437.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -240457.625000 Penalty: 771.803650
	Iteration 22Q: 3 clusters Score -240457.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -240470.281250 Penalty: 771.803650
	Iteration 23Q: 3 clusters Score -240470.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -240482.484375 Penalty: 771.803650
	Iteration 24Q: 3 clusters Score -240482.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -240492.609375 Penalty: 771.803650
	Iteration 25Q: 3 clusters Score -240492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -240497.062500 Penalty: 771.803650
	Iteration 26Q: 3 clusters Score -240497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -240498.109375 Penalty: 771.803650
	Iteration 27Q: 3 clusters Score -240498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -240499.203125 Penalty: 771.803650
	Iteration 28Q: 3 clusters Score -240499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -240500.125000 Penalty: 771.803650
	Iteration 29Q: 3 clusters Score -240500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -240503.796875 Penalty: 771.803650
	Iteration 30Q: 3 clusters Score -240503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -240507.578125 Penalty: 771.803650
	Iteration 31Q: 3 clusters Score -240507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -240511.796875 Penalty: 771.803650
	Iteration 32Q: 3 clusters Score -240511.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -240515.828125 Penalty: 771.803650
	Iteration 33Q: 3 clusters Score -240515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -240517.765625 Penalty: 771.803650
	Iteration 34Q: 3 clusters Score -240517.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -240518.828125 Penalty: 771.803650
	Iteration 35Q: 3 clusters Score -240518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -240519.562500 Penalty: 771.803650
	Iteration 36Q: 3 clusters Score -240519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -240519.562500 Penalty: 771.803650
	Iteration 37F: 3 clusters Score -240519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 33354 members 
Mstep: Class 3 contains 90698 members 
Mstep: Class 4 contains 93480 members 
Mstep: Class 5 contains 5397 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 7 contains 96567 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 72026 members 
Mstep: Class 10 contains 57436 members 
Mstep: Class 11 contains 4681 members 
Mstep: Class 12 contains 36319 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 15522 members 
Mstep: Class 16 contains 67846 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 15295 members 
Mstep: Class 20 contains 3550 members 
Mstep: Class 21 contains 20811 members 
Mstep: Class 22 contains 5879 members 
Mstep: Class 23 contains 9538 members 
Mstep: Class 24 contains 17251 members 
Mstep: Class 25 contains 93061 members 
Mstep: Class 26 contains 1604 members 
Mstep: Class 27 contains 155710 members 
Mstep: Class 28 contains 205890 members 
Mstep: Class 29 contains 63134 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 88974 members 
Mstep: Class 32 contains 69935 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 20699 members 
Mstep: Class 35 contains 168050 members 
Mstep: Class 36 contains 55893 members 
Mstep: Class 37 contains 18680 members 
Mstep: Class 38 contains 3262 members 
Mstep: Class 39 contains 3917 members 
Mstep: Class 40 contains 8435 members 
Mstep: Class 41 contains 18709 members 
Mstep: Class 42 contains 48474 members 
Mstep: Class 43 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87395416.000000 Penalty: 28102.771484
Iteration 199Q: 44 clusters Score -8.739542e+07 nChanged 16507
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 32927 members 
Mstep: Class 3 contains 90765 members 
Mstep: Class 4 contains 92797 members 
Mstep: Class 5 contains 5414 members 
Mstep: Class 6 contains 9968 members 
Mstep: Class 7 contains 96977 members 
Mstep: Class 8 contains 9148 members 
Mstep: Class 9 contains 71838 members 
Mstep: Class 10 contains 56442 members 
Mstep: Class 11 contains 4684 members 
Mstep: Class 12 contains 33765 members 
Mstep: Class 13 contains 1055 members 
Mstep: Class 14 contains 3280 members 
Mstep: Class 15 contains 15551 members 
Mstep: Class 16 contains 67318 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 15324 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 20843 members 
Mstep: Class 22 contains 5842 members 
Mstep: Class 23 contains 9517 members 
Mstep: Class 24 contains 17116 members 
Mstep: Class 25 contains 93098 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 154178 members 
Mstep: Class 28 contains 211681 members 
Mstep: Class 29 contains 63109 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 88577 members 
Mstep: Class 32 contains 69442 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 20625 members 
Mstep: Class 35 contains 168478 members 
Mstep: Class 36 contains 56047 members 
Mstep: Class 37 contains 18629 members 
Mstep: Class 38 contains 3059 members 
Mstep: Class 39 contains 4364 members 
Mstep: Class 40 contains 8432 members 
Mstep: Class 41 contains 18707 members 
Mstep: Class 42 contains 49421 members 
Mstep: Class 43 contains 4873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87389568.000000 Penalty: 28102.771484
Iteration 200F: 44 clusters Score -8.738957e+07 nChanged 18660
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 32554 members 
Mstep: Class 3 contains 90826 members 
Mstep: Class 4 contains 92039 members 
Mstep: Class 5 contains 5422 members 
Mstep: Class 6 contains 10005 members 
Mstep: Class 7 contains 97405 members 
Mstep: Class 8 contains 9162 members 
Mstep: Class 9 contains 71578 members 
Mstep: Class 10 contains 55330 members 
Mstep: Class 11 contains 4681 members 
Mstep: Class 12 contains 30937 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 15613 members 
Mstep: Class 16 contains 66776 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 15368 members 
Mstep: Class 20 contains 3579 members 
Mstep: Class 21 contains 20878 members 
Mstep: Class 22 contains 5781 members 
Mstep: Class 23 contains 9516 members 
Mstep: Class 24 contains 16907 members 
Mstep: Class 25 contains 93143 members 
Mstep: Class 26 contains 1610 members 
Mstep: Class 27 contains 152294 members 
Mstep: Class 28 contains 217520 members 
Mstep: Class 29 contains 63086 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 88530 members 
Mstep: Class 32 contains 68842 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 20568 members 
Mstep: Class 35 contains 169169 members 
Mstep: Class 36 contains 56257 members 
Mstep: Class 37 contains 18584 members 
Mstep: Class 38 contains 2874 members 
Mstep: Class 39 contains 4990 members 
Mstep: Class 40 contains 8430 members 
Mstep: Class 41 contains 18708 members 
Mstep: Class 42 contains 50384 members 
Mstep: Class 43 contains 4919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381912.000000 Penalty: 28102.771484
Iteration 201Q: 44 clusters Score -8.738191e+07 nChanged 20603
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 32262 members 
Mstep: Class 3 contains 90987 members 
Mstep: Class 4 contains 91427 members 
Mstep: Class 5 contains 5429 members 
Mstep: Class 6 contains 10044 members 
Mstep: Class 7 contains 97780 members 
Mstep: Class 8 contains 9179 members 
Mstep: Class 9 contains 71306 members 
Mstep: Class 10 contains 54315 members 
Mstep: Class 11 contains 4725 members 
Mstep: Class 12 contains 28036 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 15696 members 
Mstep: Class 16 contains 66229 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 15467 members 
Mstep: Class 20 contains 3593 members 
Mstep: Class 21 contains 20898 members 
Mstep: Class 22 contains 5686 members 
Mstep: Class 23 contains 9514 members 
Mstep: Class 24 contains 16694 members 
Mstep: Class 25 contains 93156 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 150621 members 
Mstep: Class 28 contains 222107 members 
Mstep: Class 29 contains 63059 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 88768 members 
Mstep: Class 32 contains 68238 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 20591 members 
Mstep: Class 35 contains 170062 members 
Mstep: Class 36 contains 56495 members 
Mstep: Class 37 contains 18529 members 
Mstep: Class 38 contains 2703 members 
Mstep: Class 39 contains 5699 members 
Mstep: Class 40 contains 8428 members 
Mstep: Class 41 contains 18708 members 
Mstep: Class 42 contains 51385 members 
Mstep: Class 43 contains 4970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87374120.000000 Penalty: 28102.771484
Iteration 202Q: 44 clusters Score -8.737412e+07 nChanged 23180
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 31973 members 
Mstep: Class 3 contains 91290 members 
Mstep: Class 4 contains 90978 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 10056 members 
Mstep: Class 7 contains 98129 members 
Mstep: Class 8 contains 9191 members 
Mstep: Class 9 contains 71150 members 
Mstep: Class 10 contains 53269 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 25010 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 3397 members 
Mstep: Class 15 contains 15812 members 
Mstep: Class 16 contains 65690 members 
Mstep: Class 17 contains 1540 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 15625 members 
Mstep: Class 20 contains 3627 members 
Mstep: Class 21 contains 20939 members 
Mstep: Class 22 contains 5537 members 
Mstep: Class 23 contains 9558 members 
Mstep: Class 24 contains 16497 members 
Mstep: Class 25 contains 93223 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 148627 members 
Mstep: Class 28 contains 226105 members 
Mstep: Class 29 contains 63051 members 
Mstep: Class 30 contains 1477 members 
Mstep: Class 31 contains 89051 members 
Mstep: Class 32 contains 67637 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 20732 members 
Mstep: Class 35 contains 171037 members 
Mstep: Class 36 contains 56765 members 
Mstep: Class 37 contains 18494 members 
Mstep: Class 38 contains 2515 members 
Mstep: Class 39 contains 6501 members 
Mstep: Class 40 contains 8426 members 
Mstep: Class 41 contains 18708 members 
Mstep: Class 42 contains 52445 members 
Mstep: Class 43 contains 5015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87363944.000000 Penalty: 28102.771484
Iteration 203Q: 44 clusters Score -8.736394e+07 nChanged 26638
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 31700 members 
Mstep: Class 3 contains 91798 members 
Mstep: Class 4 contains 90630 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 10086 members 
Mstep: Class 7 contains 98457 members 
Mstep: Class 8 contains 9208 members 
Mstep: Class 9 contains 71087 members 
Mstep: Class 10 contains 52225 members 
Mstep: Class 11 contains 4891 members 
Mstep: Class 12 contains 22035 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 3453 members 
Mstep: Class 15 contains 15961 members 
Mstep: Class 16 contains 65078 members 
Mstep: Class 17 contains 1514 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 15807 members 
Mstep: Class 20 contains 3646 members 
Mstep: Class 21 contains 21000 members 
Mstep: Class 22 contains 5346 members 
Mstep: Class 23 contains 9669 members 
Mstep: Class 24 contains 16298 members 
Mstep: Class 25 contains 93405 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 146108 members 
Mstep: Class 28 contains 229634 members 
Mstep: Class 29 contains 63065 members 
Mstep: Class 30 contains 1478 members 
Mstep: Class 31 contains 89457 members 
Mstep: Class 32 contains 67083 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 20921 members 
Mstep: Class 35 contains 172095 members 
Mstep: Class 36 contains 57083 members 
Mstep: Class 37 contains 18472 members 
Mstep: Class 38 contains 2346 members 
Mstep: Class 39 contains 7327 members 
Mstep: Class 40 contains 8416 members 
Mstep: Class 41 contains 18711 members 
Mstep: Class 42 contains 53475 members 
Mstep: Class 43 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87354408.000000 Penalty: 28102.771484
Iteration 204Q: 44 clusters Score -8.735441e+07 nChanged 31369
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 31419 members 
Mstep: Class 3 contains 92600 members 
Mstep: Class 4 contains 90273 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 98864 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 71093 members 
Mstep: Class 10 contains 50979 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 19406 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 16141 members 
Mstep: Class 16 contains 64493 members 
Mstep: Class 17 contains 1479 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 16015 members 
Mstep: Class 20 contains 3646 members 
Mstep: Class 21 contains 21064 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 9835 members 
Mstep: Class 24 contains 16105 members 
Mstep: Class 25 contains 93564 members 
Mstep: Class 26 contains 1626 members 
Mstep: Class 27 contains 142730 members 
Mstep: Class 28 contains 233284 members 
Mstep: Class 29 contains 63077 members 
Mstep: Class 30 contains 1477 members 
Mstep: Class 31 contains 90113 members 
Mstep: Class 32 contains 66478 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 21096 members 
Mstep: Class 35 contains 173045 members 
Mstep: Class 36 contains 57442 members 
Mstep: Class 37 contains 18455 members 
Mstep: Class 38 contains 2163 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 8406 members 
Mstep: Class 41 contains 18719 members 
Mstep: Class 42 contains 54497 members 
Mstep: Class 43 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87349760.000000 Penalty: 28102.771484
Iteration 205Q: 44 clusters Score -8.734976e+07 nChanged 33984
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 31232 members 
Mstep: Class 3 contains 93349 members 
Mstep: Class 4 contains 89436 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10179 members 
Mstep: Class 7 contains 99127 members 
Mstep: Class 8 contains 9238 members 
Mstep: Class 9 contains 71068 members 
Mstep: Class 10 contains 49067 members 
Mstep: Class 11 contains 5133 members 
Mstep: Class 12 contains 17167 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 3593 members 
Mstep: Class 15 contains 16331 members 
Mstep: Class 16 contains 63981 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 16255 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 21134 members 
Mstep: Class 22 contains 4787 members 
Mstep: Class 23 contains 10096 members 
Mstep: Class 24 contains 15859 members 
Mstep: Class 25 contains 93607 members 
Mstep: Class 26 contains 1633 members 
Mstep: Class 27 contains 138223 members 
Mstep: Class 28 contains 239439 members 
Mstep: Class 29 contains 63037 members 
Mstep: Class 30 contains 1476 members 
Mstep: Class 31 contains 91113 members 
Mstep: Class 32 contains 65876 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 20969 members 
Mstep: Class 35 contains 173432 members 
Mstep: Class 36 contains 57778 members 
Mstep: Class 37 contains 18442 members 
Mstep: Class 38 contains 2006 members 
Mstep: Class 39 contains 8804 members 
Mstep: Class 40 contains 8395 members 
Mstep: Class 41 contains 18730 members 
Mstep: Class 42 contains 55646 members 
Mstep: Class 43 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87346520.000000 Penalty: 28102.771484
Iteration 206Q: 44 clusters Score -8.734652e+07 nChanged 37160
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 31058 members 
Mstep: Class 3 contains 93901 members 
Mstep: Class 4 contains 87902 members 
Mstep: Class 5 contains 5583 members 
Mstep: Class 6 contains 10252 members 
Mstep: Class 7 contains 99491 members 
Mstep: Class 8 contains 9239 members 
Mstep: Class 9 contains 71039 members 
Mstep: Class 10 contains 46491 members 
Mstep: Class 11 contains 5225 members 
Mstep: Class 12 contains 15201 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 15 contains 16516 members 
Mstep: Class 16 contains 63466 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 775 members 
Mstep: Class 19 contains 16526 members 
Mstep: Class 20 contains 3664 members 
Mstep: Class 21 contains 21207 members 
Mstep: Class 22 contains 4420 members 
Mstep: Class 23 contains 10418 members 
Mstep: Class 24 contains 15447 members 
Mstep: Class 25 contains 93588 members 
Mstep: Class 26 contains 1637 members 
Mstep: Class 27 contains 132731 members 
Mstep: Class 28 contains 248808 members 
Mstep: Class 29 contains 62952 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 92597 members 
Mstep: Class 32 contains 65195 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 20398 members 
Mstep: Class 35 contains 173031 members 
Mstep: Class 36 contains 58065 members 
Mstep: Class 37 contains 18448 members 
Mstep: Class 38 contains 1875 members 
Mstep: Class 39 contains 9483 members 
Mstep: Class 40 contains 8388 members 
Mstep: Class 41 contains 18745 members 
Mstep: Class 42 contains 56797 members 
Mstep: Class 43 contains 5198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87339384.000000 Penalty: 28102.771484
Iteration 207Q: 44 clusters Score -8.733938e+07 nChanged 43269
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 30899 members 
Mstep: Class 3 contains 94146 members 
Mstep: Class 4 contains 85479 members 
Mstep: Class 5 contains 5714 members 
Mstep: Class 6 contains 10282 members 
Mstep: Class 7 contains 99915 members 
Mstep: Class 8 contains 9256 members 
Mstep: Class 9 contains 71059 members 
Mstep: Class 10 contains 43038 members 
Mstep: Class 11 contains 5287 members 
Mstep: Class 12 contains 13355 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 14 contains 3582 members 
Mstep: Class 15 contains 16644 members 
Mstep: Class 16 contains 63026 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 775 members 
Mstep: Class 19 contains 16771 members 
Mstep: Class 20 contains 3706 members 
Mstep: Class 21 contains 21263 members 
Mstep: Class 22 contains 4096 members 
Mstep: Class 23 contains 10807 members 
Mstep: Class 24 contains 14773 members 
Mstep: Class 25 contains 93500 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 127045 members 
Mstep: Class 28 contains 261180 members 
Mstep: Class 29 contains 62771 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 94824 members 
Mstep: Class 32 contains 64538 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 19278 members 
Mstep: Class 35 contains 171762 members 
Mstep: Class 36 contains 58353 members 
Mstep: Class 37 contains 18483 members 
Mstep: Class 38 contains 1733 members 
Mstep: Class 39 contains 10167 members 
Mstep: Class 40 contains 8372 members 
Mstep: Class 41 contains 18762 members 
Mstep: Class 42 contains 57973 members 
Mstep: Class 43 contains 5244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87327104.000000 Penalty: 28102.771484
Iteration 208Q: 44 clusters Score -8.73271e+07 nChanged 46179
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 30753 members 
Mstep: Class 3 contains 94240 members 
Mstep: Class 4 contains 82696 members 
Mstep: Class 5 contains 5914 members 
Mstep: Class 6 contains 10332 members 
Mstep: Class 7 contains 100452 members 
Mstep: Class 8 contains 9283 members 
Mstep: Class 9 contains 71037 members 
Mstep: Class 10 contains 39478 members 
Mstep: Class 11 contains 5301 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 1044 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 16746 members 
Mstep: Class 16 contains 62595 members 
Mstep: Class 17 contains 1474 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 16920 members 
Mstep: Class 20 contains 3774 members 
Mstep: Class 21 contains 21335 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 11237 members 
Mstep: Class 24 contains 13921 members 
Mstep: Class 25 contains 93501 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 123782 members 
Mstep: Class 28 contains 271627 members 
Mstep: Class 29 contains 62593 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 97750 members 
Mstep: Class 32 contains 63837 members 
Mstep: Class 33 contains 93 members 
Mstep: Class 34 contains 17950 members 
Mstep: Class 35 contains 169919 members 
Mstep: Class 36 contains 58566 members 
Mstep: Class 37 contains 18567 members 
Mstep: Class 38 contains 1611 members 
Mstep: Class 39 contains 10728 members 
Mstep: Class 40 contains 8363 members 
Mstep: Class 41 contains 18762 members 
Mstep: Class 42 contains 59149 members 
Mstep: Class 43 contains 5288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87311712.000000 Penalty: 28102.771484
Iteration 209Q: 44 clusters Score -8.731171e+07 nChanged 41706
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 30628 members 
Mstep: Class 3 contains 94381 members 
Mstep: Class 4 contains 80617 members 
Mstep: Class 5 contains 6177 members 
Mstep: Class 6 contains 10381 members 
Mstep: Class 7 contains 101009 members 
Mstep: Class 8 contains 9308 members 
Mstep: Class 9 contains 71276 members 
Mstep: Class 10 contains 36606 members 
Mstep: Class 11 contains 5309 members 
Mstep: Class 12 contains 10531 members 
Mstep: Class 13 contains 1054 members 
Mstep: Class 14 contains 3415 members 
Mstep: Class 15 contains 16788 members 
Mstep: Class 16 contains 62212 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 769 members 
Mstep: Class 19 contains 17070 members 
Mstep: Class 20 contains 3886 members 
Mstep: Class 21 contains 21401 members 
Mstep: Class 22 contains 3704 members 
Mstep: Class 23 contains 11704 members 
Mstep: Class 24 contains 13166 members 
Mstep: Class 25 contains 93643 members 
Mstep: Class 26 contains 1643 members 
Mstep: Class 27 contains 124726 members 
Mstep: Class 28 contains 274154 members 
Mstep: Class 29 contains 62537 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 100777 members 
Mstep: Class 32 contains 63090 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 17053 members 
Mstep: Class 35 contains 168376 members 
Mstep: Class 36 contains 58890 members 
Mstep: Class 37 contains 18735 members 
Mstep: Class 38 contains 1472 members 
Mstep: Class 39 contains 11213 members 
Mstep: Class 40 contains 8355 members 
Mstep: Class 41 contains 18765 members 
Mstep: Class 42 contains 60469 members 
Mstep: Class 43 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87302344.000000 Penalty: 28102.771484
Iteration 210Q: 44 clusters Score -8.730234e+07 nChanged 34957
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 30464 members 
Mstep: Class 3 contains 94555 members 
Mstep: Class 4 contains 79509 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 10409 members 
Mstep: Class 7 contains 101483 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 71614 members 
Mstep: Class 10 contains 34628 members 
Mstep: Class 11 contains 5362 members 
Mstep: Class 12 contains 9561 members 
Mstep: Class 13 contains 1066 members 
Mstep: Class 14 contains 3373 members 
Mstep: Class 15 contains 16797 members 
Mstep: Class 16 contains 61802 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 768 members 
Mstep: Class 19 contains 17221 members 
Mstep: Class 20 contains 4035 members 
Mstep: Class 21 contains 21465 members 
Mstep: Class 22 contains 3616 members 
Mstep: Class 23 contains 12009 members 
Mstep: Class 24 contains 12679 members 
Mstep: Class 25 contains 93828 members 
Mstep: Class 26 contains 1648 members 
Mstep: Class 27 contains 129233 members 
Mstep: Class 28 contains 269359 members 
Mstep: Class 29 contains 62520 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 103525 members 
Mstep: Class 32 contains 62401 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 16594 members 
Mstep: Class 35 contains 167589 members 
Mstep: Class 36 contains 59261 members 
Mstep: Class 37 contains 18956 members 
Mstep: Class 38 contains 1342 members 
Mstep: Class 39 contains 11735 members 
Mstep: Class 40 contains 8347 members 
Mstep: Class 41 contains 18773 members 
Mstep: Class 42 contains 61856 members 
Mstep: Class 43 contains 5384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87301152.000000 Penalty: 28102.771484
Iteration 211Q: 44 clusters Score -8.730115e+07 nChanged 29489
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 30317 members 
Mstep: Class 3 contains 94637 members 
Mstep: Class 4 contains 78892 members 
Mstep: Class 5 contains 6895 members 
Mstep: Class 6 contains 10426 members 
Mstep: Class 7 contains 101885 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 71931 members 
Mstep: Class 10 contains 33253 members 
Mstep: Class 11 contains 5468 members 
Mstep: Class 12 contains 8740 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 16762 members 
Mstep: Class 16 contains 61371 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 764 members 
Mstep: Class 19 contains 17374 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 21509 members 
Mstep: Class 22 contains 3546 members 
Mstep: Class 23 contains 12145 members 
Mstep: Class 24 contains 12390 members 
Mstep: Class 25 contains 93944 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 135760 members 
Mstep: Class 28 contains 261690 members 
Mstep: Class 29 contains 62533 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 105386 members 
Mstep: Class 32 contains 61787 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 16233 members 
Mstep: Class 35 contains 167235 members 
Mstep: Class 36 contains 59702 members 
Mstep: Class 37 contains 19204 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 12403 members 
Mstep: Class 40 contains 8341 members 
Mstep: Class 41 contains 18778 members 
Mstep: Class 42 contains 63111 members 
Mstep: Class 43 contains 5434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87301920.000000 Penalty: 28102.771484
Iteration 212Q: 44 clusters Score -8.730192e+07 nChanged 26455
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 30087 members 
Mstep: Class 3 contains 94633 members 
Mstep: Class 4 contains 78558 members 
Mstep: Class 5 contains 7252 members 
Mstep: Class 6 contains 10414 members 
Mstep: Class 7 contains 102185 members 
Mstep: Class 8 contains 9386 members 
Mstep: Class 9 contains 72179 members 
Mstep: Class 10 contains 32304 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 8040 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 16703 members 
Mstep: Class 16 contains 60934 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 760 members 
Mstep: Class 19 contains 17525 members 
Mstep: Class 20 contains 4345 members 
Mstep: Class 21 contains 21543 members 
Mstep: Class 22 contains 3455 members 
Mstep: Class 23 contains 12144 members 
Mstep: Class 24 contains 12262 members 
Mstep: Class 25 contains 94031 members 
Mstep: Class 26 contains 1654 members 
Mstep: Class 27 contains 143399 members 
Mstep: Class 28 contains 252658 members 
Mstep: Class 29 contains 62540 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 106571 members 
Mstep: Class 32 contains 61094 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 15957 members 
Mstep: Class 35 contains 167221 members 
Mstep: Class 36 contains 60088 members 
Mstep: Class 37 contains 19419 members 
Mstep: Class 38 contains 1104 members 
Mstep: Class 39 contains 13231 members 
Mstep: Class 40 contains 8338 members 
Mstep: Class 41 contains 18768 members 
Mstep: Class 42 contains 64474 members 
Mstep: Class 43 contains 5485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87305944.000000 Penalty: 28102.771484
Iteration 213Q: 44 clusters Score -8.730594e+07 nChanged 24275
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 29830 members 
Mstep: Class 3 contains 94600 members 
Mstep: Class 4 contains 78388 members 
Mstep: Class 5 contains 7579 members 
Mstep: Class 6 contains 10422 members 
Mstep: Class 7 contains 102484 members 
Mstep: Class 8 contains 9407 members 
Mstep: Class 9 contains 72312 members 
Mstep: Class 10 contains 31626 members 
Mstep: Class 11 contains 5740 members 
Mstep: Class 12 contains 7508 members 
Mstep: Class 13 contains 1070 members 
Mstep: Class 14 contains 3303 members 
Mstep: Class 15 contains 16679 members 
Mstep: Class 16 contains 60484 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 757 members 
Mstep: Class 19 contains 17715 members 
Mstep: Class 20 contains 4469 members 
Mstep: Class 21 contains 21579 members 
Mstep: Class 22 contains 3361 members 
Mstep: Class 23 contains 12015 members 
Mstep: Class 24 contains 12234 members 
Mstep: Class 25 contains 94059 members 
Mstep: Class 26 contains 1656 members 
Mstep: Class 27 contains 151337 members 
Mstep: Class 28 contains 243527 members 
Mstep: Class 29 contains 62512 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 106899 members 
Mstep: Class 32 contains 60385 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 15671 members 
Mstep: Class 35 contains 167519 members 
Mstep: Class 36 contains 60503 members 
Mstep: Class 37 contains 19637 members 
Mstep: Class 38 contains 1004 members 
Mstep: Class 39 contains 14131 members 
Mstep: Class 40 contains 8333 members 
Mstep: Class 41 contains 18760 members 
Mstep: Class 42 contains 65799 members 
Mstep: Class 43 contains 5524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87312744.000000 Penalty: 28102.771484
Iteration 214Q: 44 clusters Score -8.731274e+07 nChanged 23216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 29612 members 
Mstep: Class 3 contains 94279 members 
Mstep: Class 4 contains 78139 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 10442 members 
Mstep: Class 7 contains 102647 members 
Mstep: Class 8 contains 9422 members 
Mstep: Class 9 contains 72313 members 
Mstep: Class 10 contains 31000 members 
Mstep: Class 11 contains 5843 members 
Mstep: Class 12 contains 7061 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 3284 members 
Mstep: Class 15 contains 16654 members 
Mstep: Class 16 contains 60059 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 755 members 
Mstep: Class 19 contains 17903 members 
Mstep: Class 20 contains 4587 members 
Mstep: Class 21 contains 21604 members 
Mstep: Class 22 contains 3278 members 
Mstep: Class 23 contains 11894 members 
Mstep: Class 24 contains 12283 members 
Mstep: Class 25 contains 93981 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 160773 members 
Mstep: Class 28 contains 234535 members 
Mstep: Class 29 contains 62440 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 106459 members 
Mstep: Class 32 contains 59749 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 15428 members 
Mstep: Class 35 contains 167530 members 
Mstep: Class 36 contains 60909 members 
Mstep: Class 37 contains 19822 members 
Mstep: Class 38 contains 891 members 
Mstep: Class 39 contains 15002 members 
Mstep: Class 40 contains 8324 members 
Mstep: Class 41 contains 18760 members 
Mstep: Class 42 contains 67058 members 
Mstep: Class 43 contains 5561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87322792.000000 Penalty: 28102.771484
Iteration 215Q: 44 clusters Score -8.732279e+07 nChanged 23199
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 29365 members 
Mstep: Class 3 contains 94130 members 
Mstep: Class 4 contains 77961 members 
Mstep: Class 5 contains 8144 members 
Mstep: Class 6 contains 10444 members 
Mstep: Class 7 contains 102780 members 
Mstep: Class 8 contains 9425 members 
Mstep: Class 9 contains 72295 members 
Mstep: Class 10 contains 30412 members 
Mstep: Class 11 contains 5951 members 
Mstep: Class 12 contains 6716 members 
Mstep: Class 13 contains 1051 members 
Mstep: Class 14 contains 3247 members 
Mstep: Class 15 contains 16638 members 
Mstep: Class 16 contains 59649 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 755 members 
Mstep: Class 19 contains 18075 members 
Mstep: Class 20 contains 4690 members 
Mstep: Class 21 contains 21639 members 
Mstep: Class 22 contains 3188 members 
Mstep: Class 23 contains 11674 members 
Mstep: Class 24 contains 12370 members 
Mstep: Class 25 contains 93949 members 
Mstep: Class 26 contains 1662 members 
Mstep: Class 27 contains 170994 members 
Mstep: Class 28 contains 226453 members 
Mstep: Class 29 contains 62367 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 104562 members 
Mstep: Class 32 contains 59117 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 15263 members 
Mstep: Class 35 contains 167053 members 
Mstep: Class 36 contains 61318 members 
Mstep: Class 37 contains 19975 members 
Mstep: Class 38 contains 753 members 
Mstep: Class 39 contains 15935 members 
Mstep: Class 40 contains 8318 members 
Mstep: Class 41 contains 18766 members 
Mstep: Class 42 contains 68295 members 
Mstep: Class 43 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87331392.000000 Penalty: 28102.771484
Iteration 216Q: 44 clusters Score -8.733139e+07 nChanged 23005
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 29176 members 
Mstep: Class 3 contains 94082 members 
Mstep: Class 4 contains 77665 members 
Mstep: Class 5 contains 8394 members 
Mstep: Class 6 contains 10478 members 
Mstep: Class 7 contains 102889 members 
Mstep: Class 8 contains 9424 members 
Mstep: Class 9 contains 72242 members 
Mstep: Class 10 contains 29793 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 6438 members 
Mstep: Class 13 contains 1041 members 
Mstep: Class 14 contains 3197 members 
Mstep: Class 15 contains 16622 members 
Mstep: Class 16 contains 59208 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 757 members 
Mstep: Class 19 contains 18216 members 
Mstep: Class 20 contains 4784 members 
Mstep: Class 21 contains 21675 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 11477 members 
Mstep: Class 24 contains 12454 members 
Mstep: Class 25 contains 93914 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 180161 members 
Mstep: Class 28 contains 220976 members 
Mstep: Class 29 contains 62319 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 101725 members 
Mstep: Class 32 contains 58488 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 15030 members 
Mstep: Class 35 contains 166143 members 
Mstep: Class 36 contains 61731 members 
Mstep: Class 37 contains 20061 members 
Mstep: Class 38 contains 632 members 
Mstep: Class 39 contains 16784 members 
Mstep: Class 40 contains 8310 members 
Mstep: Class 41 contains 18751 members 
Mstep: Class 42 contains 69486 members 
Mstep: Class 43 contains 5600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 38. Lose 609.038513 but Gain 653.552734
Score: -87336456.000000 Penalty: 27449.218750
Iteration 217Q: 43 clusters Score -8.733646e+07 nChanged 22350
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 28939 members 
Mstep: Class 3 contains 94118 members 
Mstep: Class 4 contains 77408 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 10515 members 
Mstep: Class 7 contains 103079 members 
Mstep: Class 8 contains 9425 members 
Mstep: Class 9 contains 72170 members 
Mstep: Class 10 contains 29182 members 
Mstep: Class 11 contains 6285 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 3137 members 
Mstep: Class 15 contains 16587 members 
Mstep: Class 16 contains 58767 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 757 members 
Mstep: Class 19 contains 18336 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 21696 members 
Mstep: Class 22 contains 3085 members 
Mstep: Class 23 contains 11491 members 
Mstep: Class 24 contains 12582 members 
Mstep: Class 25 contains 93851 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 186955 members 
Mstep: Class 28 contains 217766 members 
Mstep: Class 29 contains 62302 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 99449 members 
Mstep: Class 32 contains 57785 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 14817 members 
Mstep: Class 35 contains 165050 members 
Mstep: Class 36 contains 62180 members 
Mstep: Class 37 contains 20106 members 
Mstep: Class 39 contains 17554 members 
Mstep: Class 40 contains 8299 members 
Mstep: Class 41 contains 18742 members 
Mstep: Class 42 contains 70640 members 
Mstep: Class 43 contains 5615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87338520.000000 Penalty: 27449.218750
Iteration 218Q: 43 clusters Score -8.733852e+07 nChanged 19610
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 28685 members 
Mstep: Class 3 contains 94352 members 
Mstep: Class 4 contains 77259 members 
Mstep: Class 5 contains 8799 members 
Mstep: Class 6 contains 10530 members 
Mstep: Class 7 contains 103207 members 
Mstep: Class 8 contains 9421 members 
Mstep: Class 9 contains 72078 members 
Mstep: Class 10 contains 28572 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 3076 members 
Mstep: Class 15 contains 16501 members 
Mstep: Class 16 contains 58358 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 18372 members 
Mstep: Class 20 contains 4883 members 
Mstep: Class 21 contains 21711 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 11448 members 
Mstep: Class 24 contains 12736 members 
Mstep: Class 25 contains 93702 members 
Mstep: Class 26 contains 1673 members 
Mstep: Class 27 contains 190288 members 
Mstep: Class 28 contains 216457 members 
Mstep: Class 29 contains 62332 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 97789 members 
Mstep: Class 32 contains 57065 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 14629 members 
Mstep: Class 35 contains 164295 members 
Mstep: Class 36 contains 62670 members 
Mstep: Class 37 contains 20125 members 
Mstep: Class 39 contains 18235 members 
Mstep: Class 40 contains 8291 members 
Mstep: Class 41 contains 18739 members 
Mstep: Class 42 contains 71800 members 
Mstep: Class 43 contains 5635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87338448.000000 Penalty: 27449.218750
Iteration 219Q: 43 clusters Score -8.733845e+07 nChanged 17015
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 28426 members 
Mstep: Class 3 contains 94665 members 
Mstep: Class 4 contains 77188 members 
Mstep: Class 5 contains 8992 members 
Mstep: Class 6 contains 10536 members 
Mstep: Class 7 contains 103286 members 
Mstep: Class 8 contains 9414 members 
Mstep: Class 9 contains 71968 members 
Mstep: Class 10 contains 28060 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 5845 members 
Mstep: Class 13 contains 1026 members 
Mstep: Class 14 contains 3021 members 
Mstep: Class 15 contains 16417 members 
Mstep: Class 16 contains 58012 members 
Mstep: Class 17 contains 1646 members 
Mstep: Class 18 contains 761 members 
Mstep: Class 19 contains 18398 members 
Mstep: Class 20 contains 4938 members 
Mstep: Class 21 contains 21729 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 11345 members 
Mstep: Class 24 contains 12865 members 
Mstep: Class 25 contains 93607 members 
Mstep: Class 26 contains 1673 members 
Mstep: Class 27 contains 191267 members 
Mstep: Class 28 contains 216260 members 
Mstep: Class 29 contains 62373 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 96930 members 
Mstep: Class 32 contains 56381 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 14443 members 
Mstep: Class 35 contains 163852 members 
Mstep: Class 36 contains 63120 members 
Mstep: Class 37 contains 20138 members 
Mstep: Class 39 contains 18820 members 
Mstep: Class 40 contains 8287 members 
Mstep: Class 41 contains 18727 members 
Mstep: Class 42 contains 72949 members 
Mstep: Class 43 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87349440.000000 Penalty: 27449.218750
Iteration 220F: 43 clusters Score -8.734944e+07 nChanged 28063
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 28079 members 
Mstep: Class 3 contains 94831 members 
Mstep: Class 4 contains 74330 members 
Mstep: Class 5 contains 9175 members 
Mstep: Class 6 contains 10525 members 
Mstep: Class 7 contains 103301 members 
Mstep: Class 8 contains 9409 members 
Mstep: Class 9 contains 71514 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 11 contains 6817 members 
Mstep: Class 12 contains 5696 members 
Mstep: Class 13 contains 1021 members 
Mstep: Class 14 contains 2822 members 
Mstep: Class 15 contains 16315 members 
Mstep: Class 16 contains 57673 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 762 members 
Mstep: Class 19 contains 18396 members 
Mstep: Class 20 contains 4953 members 
Mstep: Class 21 contains 21733 members 
Mstep: Class 22 contains 2791 members 
Mstep: Class 23 contains 11196 members 
Mstep: Class 24 contains 12764 members 
Mstep: Class 25 contains 93352 members 
Mstep: Class 26 contains 1675 members 
Mstep: Class 27 contains 192506 members 
Mstep: Class 28 contains 222753 members 
Mstep: Class 29 contains 62290 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 96300 members 
Mstep: Class 32 contains 55641 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 13050 members 
Mstep: Class 35 contains 161476 members 
Mstep: Class 36 contains 63473 members 
Mstep: Class 37 contains 20189 members 
Mstep: Class 39 contains 21349 members 
Mstep: Class 40 contains 8284 members 
Mstep: Class 41 contains 18714 members 
Mstep: Class 42 contains 74012 members 
Mstep: Class 43 contains 5697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87344312.000000 Penalty: 27449.218750
Iteration 221Q: 43 clusters Score -8.734431e+07 nChanged 28278
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 27763 members 
Mstep: Class 3 contains 95277 members 
Mstep: Class 4 contains 72651 members 
Mstep: Class 5 contains 9324 members 
Mstep: Class 6 contains 10540 members 
Mstep: Class 7 contains 103461 members 
Mstep: Class 8 contains 9411 members 
Mstep: Class 9 contains 71305 members 
Mstep: Class 10 contains 25098 members 
Mstep: Class 11 contains 7100 members 
Mstep: Class 12 contains 5551 members 
Mstep: Class 13 contains 1020 members 
Mstep: Class 14 contains 2687 members 
Mstep: Class 15 contains 16146 members 
Mstep: Class 16 contains 57364 members 
Mstep: Class 17 contains 1748 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 18285 members 
Mstep: Class 20 contains 4956 members 
Mstep: Class 21 contains 21757 members 
Mstep: Class 22 contains 2674 members 
Mstep: Class 23 contains 10942 members 
Mstep: Class 24 contains 12744 members 
Mstep: Class 25 contains 93281 members 
Mstep: Class 26 contains 1676 members 
Mstep: Class 27 contains 193645 members 
Mstep: Class 28 contains 223863 members 
Mstep: Class 29 contains 62300 members 
Mstep: Class 30 contains 1475 members 
Mstep: Class 31 contains 95758 members 
Mstep: Class 32 contains 54850 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 12295 members 
Mstep: Class 35 contains 160276 members 
Mstep: Class 36 contains 63981 members 
Mstep: Class 37 contains 20253 members 
Mstep: Class 39 contains 24301 members 
Mstep: Class 40 contains 8279 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 75136 members 
Mstep: Class 43 contains 5729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87342008.000000 Penalty: 27449.218750
Iteration 222Q: 43 clusters Score -8.734201e+07 nChanged 26316
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 27515 members 
Mstep: Class 3 contains 96025 members 
Mstep: Class 4 contains 72236 members 
Mstep: Class 5 contains 9451 members 
Mstep: Class 6 contains 10577 members 
Mstep: Class 7 contains 103679 members 
Mstep: Class 8 contains 9402 members 
Mstep: Class 9 contains 71355 members 
Mstep: Class 10 contains 24330 members 
Mstep: Class 11 contains 7435 members 
Mstep: Class 12 contains 5419 members 
Mstep: Class 13 contains 1016 members 
Mstep: Class 14 contains 2604 members 
Mstep: Class 15 contains 15978 members 
Mstep: Class 16 contains 57030 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 18162 members 
Mstep: Class 20 contains 4947 members 
Mstep: Class 21 contains 21791 members 
Mstep: Class 22 contains 2661 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 12857 members 
Mstep: Class 25 contains 93306 members 
Mstep: Class 26 contains 1679 members 
Mstep: Class 27 contains 194571 members 
Mstep: Class 28 contains 220339 members 
Mstep: Class 29 contains 62404 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 95222 members 
Mstep: Class 32 contains 54070 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 12008 members 
Mstep: Class 35 contains 159713 members 
Mstep: Class 36 contains 64590 members 
Mstep: Class 37 contains 20324 members 
Mstep: Class 39 contains 27917 members 
Mstep: Class 40 contains 8268 members 
Mstep: Class 41 contains 18687 members 
Mstep: Class 42 contains 76332 members 
Mstep: Class 43 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87343696.000000 Penalty: 27449.218750
Iteration 223Q: 43 clusters Score -8.73437e+07 nChanged 24594
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 27279 members 
Mstep: Class 3 contains 96928 members 
Mstep: Class 4 contains 72699 members 
Mstep: Class 5 contains 9466 members 
Mstep: Class 6 contains 10627 members 
Mstep: Class 7 contains 103702 members 
Mstep: Class 8 contains 9396 members 
Mstep: Class 9 contains 71618 members 
Mstep: Class 10 contains 23963 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 5268 members 
Mstep: Class 13 contains 1009 members 
Mstep: Class 14 contains 2569 members 
Mstep: Class 15 contains 15815 members 
Mstep: Class 16 contains 56723 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 18058 members 
Mstep: Class 20 contains 4900 members 
Mstep: Class 21 contains 21820 members 
Mstep: Class 22 contains 2700 members 
Mstep: Class 23 contains 10431 members 
Mstep: Class 24 contains 13079 members 
Mstep: Class 25 contains 93459 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 195130 members 
Mstep: Class 28 contains 213913 members 
Mstep: Class 29 contains 62538 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 94549 members 
Mstep: Class 32 contains 53455 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 12010 members 
Mstep: Class 35 contains 159734 members 
Mstep: Class 36 contains 65201 members 
Mstep: Class 37 contains 20421 members 
Mstep: Class 39 contains 32027 members 
Mstep: Class 40 contains 8257 members 
Mstep: Class 41 contains 18684 members 
Mstep: Class 42 contains 77587 members 
Mstep: Class 43 contains 5807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87346576.000000 Penalty: 27449.218750
Iteration 224Q: 43 clusters Score -8.734658e+07 nChanged 23468
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 27081 members 
Mstep: Class 3 contains 97848 members 
Mstep: Class 4 contains 73745 members 
Mstep: Class 5 contains 9372 members 
Mstep: Class 6 contains 10660 members 
Mstep: Class 7 contains 103636 members 
Mstep: Class 8 contains 9382 members 
Mstep: Class 9 contains 71903 members 
Mstep: Class 10 contains 23977 members 
Mstep: Class 11 contains 8313 members 
Mstep: Class 12 contains 5161 members 
Mstep: Class 13 contains 1007 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 15653 members 
Mstep: Class 16 contains 56412 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 17986 members 
Mstep: Class 20 contains 4843 members 
Mstep: Class 21 contains 21845 members 
Mstep: Class 22 contains 2752 members 
Mstep: Class 23 contains 10206 members 
Mstep: Class 24 contains 13364 members 
Mstep: Class 25 contains 93570 members 
Mstep: Class 26 contains 1683 members 
Mstep: Class 27 contains 195383 members 
Mstep: Class 28 contains 205802 members 
Mstep: Class 29 contains 62742 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 93760 members 
Mstep: Class 32 contains 52887 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 12167 members 
Mstep: Class 35 contains 159982 members 
Mstep: Class 36 contains 65784 members 
Mstep: Class 37 contains 20560 members 
Mstep: Class 39 contains 36793 members 
Mstep: Class 40 contains 8248 members 
Mstep: Class 41 contains 18674 members 
Mstep: Class 42 contains 78806 members 
Mstep: Class 43 contains 5842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87352248.000000 Penalty: 27449.218750
Iteration 225Q: 43 clusters Score -8.735225e+07 nChanged 22370
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 98680 members 
Mstep: Class 4 contains 75051 members 
Mstep: Class 5 contains 9209 members 
Mstep: Class 6 contains 10697 members 
Mstep: Class 7 contains 103424 members 
Mstep: Class 8 contains 9373 members 
Mstep: Class 9 contains 72145 members 
Mstep: Class 10 contains 24163 members 
Mstep: Class 11 contains 8752 members 
Mstep: Class 12 contains 5052 members 
Mstep: Class 13 contains 999 members 
Mstep: Class 14 contains 2551 members 
Mstep: Class 15 contains 15483 members 
Mstep: Class 16 contains 56121 members 
Mstep: Class 17 contains 1890 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 17949 members 
Mstep: Class 20 contains 4712 members 
Mstep: Class 21 contains 21871 members 
Mstep: Class 22 contains 2839 members 
Mstep: Class 23 contains 9999 members 
Mstep: Class 24 contains 13630 members 
Mstep: Class 25 contains 93532 members 
Mstep: Class 26 contains 1686 members 
Mstep: Class 27 contains 195213 members 
Mstep: Class 28 contains 197666 members 
Mstep: Class 29 contains 62909 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 92897 members 
Mstep: Class 32 contains 52463 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 12464 members 
Mstep: Class 35 contains 160393 members 
Mstep: Class 36 contains 66432 members 
Mstep: Class 37 contains 20681 members 
Mstep: Class 39 contains 41736 members 
Mstep: Class 40 contains 8244 members 
Mstep: Class 41 contains 18681 members 
Mstep: Class 42 contains 79873 members 
Mstep: Class 43 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87360272.000000 Penalty: 27449.218750
Iteration 226Q: 43 clusters Score -8.736027e+07 nChanged 21586
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 26822 members 
Mstep: Class 3 contains 99373 members 
Mstep: Class 4 contains 76477 members 
Mstep: Class 5 contains 9016 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 103118 members 
Mstep: Class 8 contains 9370 members 
Mstep: Class 9 contains 72334 members 
Mstep: Class 10 contains 24490 members 
Mstep: Class 11 contains 9147 members 
Mstep: Class 12 contains 5016 members 
Mstep: Class 13 contains 998 members 
Mstep: Class 14 contains 2564 members 
Mstep: Class 15 contains 15340 members 
Mstep: Class 16 contains 55826 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 17976 members 
Mstep: Class 20 contains 4568 members 
Mstep: Class 21 contains 21888 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 9799 members 
Mstep: Class 24 contains 13881 members 
Mstep: Class 25 contains 93429 members 
Mstep: Class 26 contains 1688 members 
Mstep: Class 27 contains 194729 members 
Mstep: Class 28 contains 189933 members 
Mstep: Class 29 contains 63029 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 91831 members 
Mstep: Class 32 contains 52123 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 12747 members 
Mstep: Class 35 contains 160918 members 
Mstep: Class 36 contains 67103 members 
Mstep: Class 37 contains 20801 members 
Mstep: Class 39 contains 46719 members 
Mstep: Class 40 contains 8243 members 
Mstep: Class 41 contains 18698 members 
Mstep: Class 42 contains 80820 members 
Mstep: Class 43 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87366704.000000 Penalty: 27449.218750
Iteration 227Q: 43 clusters Score -8.73667e+07 nChanged 20228
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 26712 members 
Mstep: Class 3 contains 99879 members 
Mstep: Class 4 contains 77812 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 102681 members 
Mstep: Class 8 contains 9371 members 
Mstep: Class 9 contains 72439 members 
Mstep: Class 10 contains 24942 members 
Mstep: Class 11 contains 9507 members 
Mstep: Class 12 contains 4984 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 15208 members 
Mstep: Class 16 contains 55562 members 
Mstep: Class 17 contains 1861 members 
Mstep: Class 18 contains 756 members 
Mstep: Class 19 contains 18015 members 
Mstep: Class 20 contains 4410 members 
Mstep: Class 21 contains 21902 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 9570 members 
Mstep: Class 24 contains 14119 members 
Mstep: Class 25 contains 93275 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 193985 members 
Mstep: Class 28 contains 183219 members 
Mstep: Class 29 contains 63146 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 90742 members 
Mstep: Class 32 contains 51826 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 12921 members 
Mstep: Class 35 contains 161557 members 
Mstep: Class 36 contains 67738 members 
Mstep: Class 37 contains 20943 members 
Mstep: Class 39 contains 51484 members 
Mstep: Class 40 contains 8237 members 
Mstep: Class 41 contains 18699 members 
Mstep: Class 42 contains 81750 members 
Mstep: Class 43 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87372464.000000 Penalty: 27449.218750
Iteration 228Q: 43 clusters Score -8.737246e+07 nChanged 19351
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 26563 members 
Mstep: Class 3 contains 100210 members 
Mstep: Class 4 contains 78938 members 
Mstep: Class 5 contains 8575 members 
Mstep: Class 6 contains 10757 members 
Mstep: Class 7 contains 102092 members 
Mstep: Class 8 contains 9361 members 
Mstep: Class 9 contains 72561 members 
Mstep: Class 10 contains 25392 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 5013 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 2581 members 
Mstep: Class 15 contains 15075 members 
Mstep: Class 16 contains 55316 members 
Mstep: Class 17 contains 1833 members 
Mstep: Class 18 contains 757 members 
Mstep: Class 19 contains 18090 members 
Mstep: Class 20 contains 4212 members 
Mstep: Class 21 contains 21917 members 
Mstep: Class 22 contains 3126 members 
Mstep: Class 23 contains 9351 members 
Mstep: Class 24 contains 14431 members 
Mstep: Class 25 contains 93137 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 192869 members 
Mstep: Class 28 contains 177915 members 
Mstep: Class 29 contains 63274 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 89582 members 
Mstep: Class 32 contains 51650 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 12957 members 
Mstep: Class 35 contains 162265 members 
Mstep: Class 36 contains 68256 members 
Mstep: Class 37 contains 21093 members 
Mstep: Class 39 contains 55835 members 
Mstep: Class 40 contains 8223 members 
Mstep: Class 41 contains 18708 members 
Mstep: Class 42 contains 82623 members 
Mstep: Class 43 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87376272.000000 Penalty: 27449.218750
Iteration 229Q: 43 clusters Score -8.737627e+07 nChanged 18066
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 26431 members 
Mstep: Class 3 contains 100379 members 
Mstep: Class 4 contains 79715 members 
Mstep: Class 5 contains 8339 members 
Mstep: Class 6 contains 10759 members 
Mstep: Class 7 contains 101437 members 
Mstep: Class 8 contains 9351 members 
Mstep: Class 9 contains 72638 members 
Mstep: Class 10 contains 25800 members 
Mstep: Class 11 contains 10211 members 
Mstep: Class 12 contains 5097 members 
Mstep: Class 13 contains 989 members 
Mstep: Class 14 contains 2582 members 
Mstep: Class 15 contains 14993 members 
Mstep: Class 16 contains 55072 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 757 members 
Mstep: Class 19 contains 18184 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 21 contains 21931 members 
Mstep: Class 22 contains 3160 members 
Mstep: Class 23 contains 9113 members 
Mstep: Class 24 contains 14746 members 
Mstep: Class 25 contains 92917 members 
Mstep: Class 26 contains 1709 members 
Mstep: Class 27 contains 191610 members 
Mstep: Class 28 contains 173932 members 
Mstep: Class 29 contains 63381 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 88464 members 
Mstep: Class 32 contains 51582 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 12916 members 
Mstep: Class 35 contains 162969 members 
Mstep: Class 36 contains 68786 members 
Mstep: Class 37 contains 21232 members 
Mstep: Class 39 contains 59709 members 
Mstep: Class 40 contains 8211 members 
Mstep: Class 41 contains 18707 members 
Mstep: Class 42 contains 83441 members 
Mstep: Class 43 contains 6010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87378512.000000 Penalty: 27449.218750
Iteration 230Q: 43 clusters Score -8.737851e+07 nChanged 17038
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 26322 members 
Mstep: Class 3 contains 100385 members 
Mstep: Class 4 contains 80269 members 
Mstep: Class 5 contains 8105 members 
Mstep: Class 6 contains 10762 members 
Mstep: Class 7 contains 100695 members 
Mstep: Class 8 contains 9345 members 
Mstep: Class 9 contains 72676 members 
Mstep: Class 10 contains 26117 members 
Mstep: Class 11 contains 10513 members 
Mstep: Class 12 contains 5260 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 2596 members 
Mstep: Class 15 contains 14951 members 
Mstep: Class 16 contains 54829 members 
Mstep: Class 17 contains 1758 members 
Mstep: Class 18 contains 753 members 
Mstep: Class 19 contains 18300 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 21951 members 
Mstep: Class 22 contains 3178 members 
Mstep: Class 23 contains 8883 members 
Mstep: Class 24 contains 15049 members 
Mstep: Class 25 contains 92700 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 190455 members 
Mstep: Class 28 contains 171214 members 
Mstep: Class 29 contains 63482 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 87320 members 
Mstep: Class 32 contains 51582 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 12765 members 
Mstep: Class 35 contains 163534 members 
Mstep: Class 36 contains 69252 members 
Mstep: Class 37 contains 21342 members 
Mstep: Class 39 contains 63041 members 
Mstep: Class 40 contains 8203 members 
Mstep: Class 41 contains 18711 members 
Mstep: Class 42 contains 84208 members 
Mstep: Class 43 contains 6029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87380272.000000 Penalty: 27449.218750
Iteration 231Q: 43 clusters Score -8.738027e+07 nChanged 16215
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 26180 members 
Mstep: Class 3 contains 100312 members 
Mstep: Class 4 contains 80710 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 10754 members 
Mstep: Class 7 contains 99886 members 
Mstep: Class 8 contains 9344 members 
Mstep: Class 9 contains 72706 members 
Mstep: Class 10 contains 26369 members 
Mstep: Class 11 contains 10776 members 
Mstep: Class 12 contains 5463 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 2626 members 
Mstep: Class 15 contains 14935 members 
Mstep: Class 16 contains 54612 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 750 members 
Mstep: Class 19 contains 18423 members 
Mstep: Class 20 contains 3670 members 
Mstep: Class 21 contains 21962 members 
Mstep: Class 22 contains 3170 members 
Mstep: Class 23 contains 8620 members 
Mstep: Class 24 contains 15304 members 
Mstep: Class 25 contains 92449 members 
Mstep: Class 26 contains 1738 members 
Mstep: Class 27 contains 189247 members 
Mstep: Class 28 contains 169401 members 
Mstep: Class 29 contains 63565 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 86198 members 
Mstep: Class 32 contains 51630 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 12561 members 
Mstep: Class 35 contains 164059 members 
Mstep: Class 36 contains 69716 members 
Mstep: Class 37 contains 21436 members 
Mstep: Class 39 contains 65906 members 
Mstep: Class 40 contains 8196 members 
Mstep: Class 41 contains 18709 members 
Mstep: Class 42 contains 84994 members 
Mstep: Class 43 contains 6043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381776.000000 Penalty: 27449.218750
Iteration 232Q: 43 clusters Score -8.738178e+07 nChanged 15301
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 26087 members 
Mstep: Class 3 contains 100111 members 
Mstep: Class 4 contains 81053 members 
Mstep: Class 5 contains 7700 members 
Mstep: Class 6 contains 10746 members 
Mstep: Class 7 contains 99036 members 
Mstep: Class 8 contains 9352 members 
Mstep: Class 9 contains 72713 members 
Mstep: Class 10 contains 26489 members 
Mstep: Class 11 contains 11005 members 
Mstep: Class 12 contains 5700 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 14937 members 
Mstep: Class 16 contains 54408 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 745 members 
Mstep: Class 19 contains 18582 members 
Mstep: Class 20 contains 3508 members 
Mstep: Class 21 contains 21986 members 
Mstep: Class 22 contains 3155 members 
Mstep: Class 23 contains 8381 members 
Mstep: Class 24 contains 15513 members 
Mstep: Class 25 contains 92238 members 
Mstep: Class 26 contains 1754 members 
Mstep: Class 27 contains 188152 members 
Mstep: Class 28 contains 168343 members 
Mstep: Class 29 contains 63655 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 85134 members 
Mstep: Class 32 contains 51701 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 12318 members 
Mstep: Class 35 contains 164414 members 
Mstep: Class 36 contains 70130 members 
Mstep: Class 37 contains 21539 members 
Mstep: Class 39 contains 68353 members 
Mstep: Class 40 contains 8191 members 
Mstep: Class 41 contains 18723 members 
Mstep: Class 42 contains 85770 members 
Mstep: Class 43 contains 6046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383344.000000 Penalty: 27449.218750
Iteration 233Q: 43 clusters Score -8.738334e+07 nChanged 14281
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 26026 members 
Mstep: Class 3 contains 99858 members 
Mstep: Class 4 contains 81196 members 
Mstep: Class 5 contains 7475 members 
Mstep: Class 6 contains 10720 members 
Mstep: Class 7 contains 98194 members 
Mstep: Class 8 contains 9352 members 
Mstep: Class 9 contains 72703 members 
Mstep: Class 10 contains 26514 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 1000 members 
Mstep: Class 14 contains 2689 members 
Mstep: Class 15 contains 14945 members 
Mstep: Class 16 contains 54227 members 
Mstep: Class 17 contains 1673 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 18800 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 22016 members 
Mstep: Class 22 contains 3137 members 
Mstep: Class 23 contains 8107 members 
Mstep: Class 24 contains 15711 members 
Mstep: Class 25 contains 92045 members 
Mstep: Class 26 contains 1767 members 
Mstep: Class 27 contains 186990 members 
Mstep: Class 28 contains 168146 members 
Mstep: Class 29 contains 63715 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 84101 members 
Mstep: Class 32 contains 51787 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 12061 members 
Mstep: Class 35 contains 164700 members 
Mstep: Class 36 contains 70554 members 
Mstep: Class 37 contains 21610 members 
Mstep: Class 39 contains 70374 members 
Mstep: Class 40 contains 8185 members 
Mstep: Class 41 contains 18741 members 
Mstep: Class 42 contains 86526 members 
Mstep: Class 43 contains 6053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383488.000000 Penalty: 27449.218750
Iteration 234Q: 43 clusters Score -8.738349e+07 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 25997 members 
Mstep: Class 3 contains 99585 members 
Mstep: Class 4 contains 81278 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 6 contains 10695 members 
Mstep: Class 7 contains 97399 members 
Mstep: Class 8 contains 9354 members 
Mstep: Class 9 contains 72666 members 
Mstep: Class 10 contains 26566 members 
Mstep: Class 11 contains 11437 members 
Mstep: Class 12 contains 6179 members 
Mstep: Class 13 contains 1001 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 14952 members 
Mstep: Class 16 contains 54046 members 
Mstep: Class 17 contains 1658 members 
Mstep: Class 18 contains 740 members 
Mstep: Class 19 contains 19021 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 22040 members 
Mstep: Class 22 contains 3113 members 
Mstep: Class 23 contains 7850 members 
Mstep: Class 24 contains 15883 members 
Mstep: Class 25 contains 91837 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 185979 members 
Mstep: Class 28 contains 168458 members 
Mstep: Class 29 contains 63774 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 83102 members 
Mstep: Class 32 contains 51894 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 11842 members 
Mstep: Class 35 contains 164772 members 
Mstep: Class 36 contains 70964 members 
Mstep: Class 37 contains 21649 members 
Mstep: Class 39 contains 72000 members 
Mstep: Class 40 contains 8179 members 
Mstep: Class 41 contains 18751 members 
Mstep: Class 42 contains 87223 members 
Mstep: Class 43 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87384424.000000 Penalty: 27449.218750
Iteration 235Q: 43 clusters Score -8.738442e+07 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 25945 members 
Mstep: Class 3 contains 99273 members 
Mstep: Class 4 contains 81337 members 
Mstep: Class 5 contains 7073 members 
Mstep: Class 6 contains 10667 members 
Mstep: Class 7 contains 96680 members 
Mstep: Class 8 contains 9362 members 
Mstep: Class 9 contains 72622 members 
Mstep: Class 10 contains 26598 members 
Mstep: Class 11 contains 11647 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 1009 members 
Mstep: Class 14 contains 2754 members 
Mstep: Class 15 contains 14966 members 
Mstep: Class 16 contains 53864 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 740 members 
Mstep: Class 19 contains 19238 members 
Mstep: Class 20 contains 3184 members 
Mstep: Class 21 contains 22071 members 
Mstep: Class 22 contains 3109 members 
Mstep: Class 23 contains 7544 members 
Mstep: Class 24 contains 16029 members 
Mstep: Class 25 contains 91648 members 
Mstep: Class 26 contains 1775 members 
Mstep: Class 27 contains 185011 members 
Mstep: Class 28 contains 169138 members 
Mstep: Class 29 contains 63824 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 82090 members 
Mstep: Class 32 contains 52019 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 11659 members 
Mstep: Class 35 contains 164796 members 
Mstep: Class 36 contains 71371 members 
Mstep: Class 37 contains 21647 members 
Mstep: Class 39 contains 73345 members 
Mstep: Class 40 contains 8170 members 
Mstep: Class 41 contains 18762 members 
Mstep: Class 42 contains 87846 members 
Mstep: Class 43 contains 6104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385376.000000 Penalty: 27449.218750
Iteration 236Q: 43 clusters Score -8.738538e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 25916 members 
Mstep: Class 3 contains 98999 members 
Mstep: Class 4 contains 81476 members 
Mstep: Class 5 contains 6926 members 
Mstep: Class 6 contains 10650 members 
Mstep: Class 7 contains 95971 members 
Mstep: Class 8 contains 9376 members 
Mstep: Class 9 contains 72524 members 
Mstep: Class 10 contains 26658 members 
Mstep: Class 11 contains 11851 members 
Mstep: Class 12 contains 6649 members 
Mstep: Class 13 contains 1016 members 
Mstep: Class 14 contains 2783 members 
Mstep: Class 15 contains 14971 members 
Mstep: Class 16 contains 53681 members 
Mstep: Class 17 contains 1660 members 
Mstep: Class 18 contains 740 members 
Mstep: Class 19 contains 19435 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 22106 members 
Mstep: Class 22 contains 3121 members 
Mstep: Class 23 contains 7232 members 
Mstep: Class 24 contains 16179 members 
Mstep: Class 25 contains 91439 members 
Mstep: Class 26 contains 1780 members 
Mstep: Class 27 contains 183991 members 
Mstep: Class 28 contains 169965 members 
Mstep: Class 29 contains 63878 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 81090 members 
Mstep: Class 32 contains 52212 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 11498 members 
Mstep: Class 35 contains 164777 members 
Mstep: Class 36 contains 71774 members 
Mstep: Class 37 contains 21615 members 
Mstep: Class 39 contains 74425 members 
Mstep: Class 40 contains 8162 members 
Mstep: Class 41 contains 18767 members 
Mstep: Class 42 contains 88430 members 
Mstep: Class 43 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87386264.000000 Penalty: 27449.218750
Iteration 237Q: 43 clusters Score -8.738626e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 25862 members 
Mstep: Class 3 contains 98749 members 
Mstep: Class 4 contains 81764 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 10615 members 
Mstep: Class 7 contains 95221 members 
Mstep: Class 8 contains 9394 members 
Mstep: Class 9 contains 72412 members 
Mstep: Class 10 contains 26770 members 
Mstep: Class 11 contains 12081 members 
Mstep: Class 12 contains 6887 members 
Mstep: Class 13 contains 1026 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 14996 members 
Mstep: Class 16 contains 53539 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 740 members 
Mstep: Class 19 contains 19618 members 
Mstep: Class 20 contains 3048 members 
Mstep: Class 21 contains 22133 members 
Mstep: Class 22 contains 3148 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 16352 members 
Mstep: Class 25 contains 91230 members 
Mstep: Class 26 contains 1784 members 
Mstep: Class 27 contains 182878 members 
Mstep: Class 28 contains 170754 members 
Mstep: Class 29 contains 63988 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 80137 members 
Mstep: Class 32 contains 52413 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 11412 members 
Mstep: Class 35 contains 164689 members 
Mstep: Class 36 contains 72156 members 
Mstep: Class 37 contains 21557 members 
Mstep: Class 39 contains 75253 members 
Mstep: Class 40 contains 8158 members 
Mstep: Class 41 contains 18773 members 
Mstep: Class 42 contains 89024 members 
Mstep: Class 43 contains 6178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87386304.000000 Penalty: 27449.218750
Iteration 238Q: 43 clusters Score -8.73863e+07 nChanged 10926
Entering ConstructFrom: 
Score: -87386304.000000 Penalty: 27449.218750
Entering ConstructFrom: 
Trying to split cluster 1 (25747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Entering Unmasked Estep 
Score: -1419841.750000 Penalty: 462.101349
	Iteration 0F: 2 clusters Score -1419842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1402626.625000 Penalty: 924.202698
	Iteration 0F: 3 clusters Score -1402627 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1410152.000000 Penalty: 924.202698
	Iteration 1F: 3 clusters Score -1410152 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1410931.000000 Penalty: 924.202698
	Iteration 2F: 3 clusters Score -1410931 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1412182.500000 Penalty: 924.202698
	Iteration 3F: 3 clusters Score -1412182 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1414047.625000 Penalty: 924.202698
	Iteration 4F: 3 clusters Score -1414048 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1416219.000000 Penalty: 924.202698
	Iteration 5F: 3 clusters Score -1416219 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1418033.750000 Penalty: 924.202698
	Iteration 6F: 3 clusters Score -1418034 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1418971.375000 Penalty: 924.202698
	Iteration 7Q: 3 clusters Score -1418971 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1419277.000000 Penalty: 924.202698
	Iteration 8Q: 3 clusters Score -1419277 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1419372.250000 Penalty: 924.202698
	Iteration 9Q: 3 clusters Score -1419372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -1419404.125000 Penalty: 924.202698
	Iteration 10Q: 3 clusters Score -1419404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1419414.375000 Penalty: 924.202698
	Iteration 11Q: 3 clusters Score -1419414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1419420.000000 Penalty: 924.202698
	Iteration 12Q: 3 clusters Score -1419420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1419426.750000 Penalty: 924.202698
	Iteration 13Q: 3 clusters Score -1419427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1419426.750000 Penalty: 924.202698
	Iteration 14F: 3 clusters Score -1419427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Entering Unmasked Estep 
Score: -1457168.500000 Penalty: 462.179016
	Iteration 0F: 2 clusters Score -1457168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1439896.250000 Penalty: 924.358032
	Iteration 0F: 3 clusters Score -1439896 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1447296.625000 Penalty: 924.358032
	Iteration 1F: 3 clusters Score -1447297 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1447649.625000 Penalty: 924.358032
	Iteration 2Q: 3 clusters Score -1447650 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1448188.250000 Penalty: 924.358032
	Iteration 3Q: 3 clusters Score -1448188 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -1449131.375000 Penalty: 924.358032
	Iteration 4F: 3 clusters Score -1449131 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -1450664.875000 Penalty: 924.358032
	Iteration 5F: 3 clusters Score -1450665 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -1452684.250000 Penalty: 924.358032
	Iteration 6F: 3 clusters Score -1452684 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -1454767.000000 Penalty: 924.358032
	Iteration 7F: 3 clusters Score -1454767 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -1456055.750000 Penalty: 924.358032
	Iteration 8Q: 3 clusters Score -1456056 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -1456560.500000 Penalty: 924.358032
	Iteration 9Q: 3 clusters Score -1456560 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -1456704.625000 Penalty: 924.358032
	Iteration 10Q: 3 clusters Score -1456705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -1456737.625000 Penalty: 924.358032
	Iteration 11Q: 3 clusters Score -1456738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -1456748.625000 Penalty: 924.358032
	Iteration 12Q: 3 clusters Score -1456749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -1456755.875000 Penalty: 924.358032
	Iteration 13Q: 3 clusters Score -1456756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -1456760.125000 Penalty: 924.358032
	Iteration 14Q: 3 clusters Score -1456760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -1456763.125000 Penalty: 924.358032
	Iteration 15Q: 3 clusters Score -1456763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -1456764.375000 Penalty: 924.358032
	Iteration 16Q: 3 clusters Score -1456764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -1456767.125000 Penalty: 924.358032
	Iteration 17Q: 3 clusters Score -1456767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -1456768.500000 Penalty: 924.358032
	Iteration 18Q: 3 clusters Score -1456768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -1456768.750000 Penalty: 924.358032
	Iteration 19Q: 3 clusters Score -1456769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -1456770.375000 Penalty: 924.358032
	Iteration 20F: 3 clusters Score -1456770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (98496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Entering Unmasked Estep 
Score: -5177865.500000 Penalty: 523.148621
	Iteration 0F: 2 clusters Score -5177866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -5112010.000000 Penalty: 1046.297241
	Iteration 0F: 3 clusters Score -5112010 nChanged 48126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -5141399.500000 Penalty: 1046.297241
	Iteration 1F: 3 clusters Score -5141400 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -5143077.000000 Penalty: 1046.297241
	Iteration 2Q: 3 clusters Score -5143077 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5145755.000000 Penalty: 1046.297241
	Iteration 3Q: 3 clusters Score -5145755 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -5149865.500000 Penalty: 1046.297241
	Iteration 4F: 3 clusters Score -5149866 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -5155218.000000 Penalty: 1046.297241
	Iteration 5F: 3 clusters Score -5155218 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -5160460.500000 Penalty: 1046.297241
	Iteration 6F: 3 clusters Score -5160460 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -5163744.000000 Penalty: 1046.297241
	Iteration 7F: 3 clusters Score -5163744 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -5165014.500000 Penalty: 1046.297241
	Iteration 8Q: 3 clusters Score -5165014 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5165590.000000 Penalty: 1046.297241
	Iteration 9Q: 3 clusters Score -5165590 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -5165978.500000 Penalty: 1046.297241
	Iteration 10Q: 3 clusters Score -5165978 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -5166423.500000 Penalty: 1046.297241
	Iteration 11Q: 3 clusters Score -5166424 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -5166913.500000 Penalty: 1046.297241
	Iteration 12Q: 3 clusters Score -5166914 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -5167422.500000 Penalty: 1046.297241
	Iteration 13Q: 3 clusters Score -5167422 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -5167995.500000 Penalty: 1046.297241
	Iteration 14Q: 3 clusters Score -5167996 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -5168662.000000 Penalty: 1046.297241
	Iteration 15Q: 3 clusters Score -5168662 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -5169439.500000 Penalty: 1046.297241
	Iteration 16Q: 3 clusters Score -5169440 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -5170153.500000 Penalty: 1046.297241
	Iteration 17Q: 3 clusters Score -5170154 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -5170810.000000 Penalty: 1046.297241
	Iteration 18Q: 3 clusters Score -5170810 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -5171436.500000 Penalty: 1046.297241
	Iteration 19Q: 3 clusters Score -5171436 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5171966.000000 Penalty: 1046.297241
	Iteration 20F: 3 clusters Score -5171966 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77774 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -5172436.500000 Penalty: 1046.297241
	Iteration 21Q: 3 clusters Score -5172436 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -5172856.500000 Penalty: 1046.297241
	Iteration 22Q: 3 clusters Score -5172856 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -5173226.000000 Penalty: 1046.297241
	Iteration 23Q: 3 clusters Score -5173226 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -5173583.000000 Penalty: 1046.297241
	Iteration 24Q: 3 clusters Score -5173583 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83364 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5173883.000000 Penalty: 1046.297241
	Iteration 25Q: 3 clusters Score -5173883 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84639 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -5174104.500000 Penalty: 1046.297241
	Iteration 26Q: 3 clusters Score -5174104 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5174407.500000 Penalty: 1046.297241
	Iteration 27Q: 3 clusters Score -5174408 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -5174641.000000 Penalty: 1046.297241
	Iteration 28Q: 3 clusters Score -5174641 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -5174952.500000 Penalty: 1046.297241
	Iteration 29Q: 3 clusters Score -5174952 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -5175243.000000 Penalty: 1046.297241
	Iteration 30Q: 3 clusters Score -5175243 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90479 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -5175483.500000 Penalty: 1046.297241
	Iteration 31Q: 3 clusters Score -5175484 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -5175723.000000 Penalty: 1046.297241
	Iteration 32Q: 3 clusters Score -5175723 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -5175937.000000 Penalty: 1046.297241
	Iteration 33Q: 3 clusters Score -5175937 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93185 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -5176131.000000 Penalty: 1046.297241
	Iteration 34Q: 3 clusters Score -5176131 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5176370.500000 Penalty: 1046.297241
	Iteration 35Q: 3 clusters Score -5176370 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94672 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5176571.000000 Penalty: 1046.297241
	Iteration 36Q: 3 clusters Score -5176571 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -5176761.000000 Penalty: 1046.297241
	Iteration 37Q: 3 clusters Score -5176761 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95766 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5176904.000000 Penalty: 1046.297241
	Iteration 38Q: 3 clusters Score -5176904 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5177031.500000 Penalty: 1046.297241
	Iteration 39Q: 3 clusters Score -5177032 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96553 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5177175.500000 Penalty: 1046.297241
	Iteration 40F: 3 clusters Score -5177176 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5177295.500000 Penalty: 1046.297241
	Iteration 41Q: 3 clusters Score -5177296 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5177362.500000 Penalty: 1046.297241
	Iteration 42Q: 3 clusters Score -5177362 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5177410.500000 Penalty: 1046.297241
	Iteration 43Q: 3 clusters Score -5177410 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97499 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5177452.000000 Penalty: 1046.297241
	Iteration 44Q: 3 clusters Score -5177452 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97620 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5177473.000000 Penalty: 1046.297241
	Iteration 45Q: 3 clusters Score -5177473 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5177506.500000 Penalty: 1046.297241
	Iteration 46Q: 3 clusters Score -5177506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97797 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5177529.500000 Penalty: 1046.297241
	Iteration 47Q: 3 clusters Score -5177530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97859 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5177537.000000 Penalty: 1046.297241
	Iteration 48Q: 3 clusters Score -5177537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97902 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5177541.500000 Penalty: 1046.297241
	Iteration 49Q: 3 clusters Score -5177542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97923 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5177540.000000 Penalty: 1046.297241
	Iteration 50Q: 3 clusters Score -5177540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5177553.000000 Penalty: 1046.297241
	Iteration 51Q: 3 clusters Score -5177553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5177542.000000 Penalty: 1046.297241
	Iteration 52Q: 3 clusters Score -5177542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5177536.500000 Penalty: 1046.297241
	Iteration 53Q: 3 clusters Score -5177536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97998 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5177541.000000 Penalty: 1046.297241
	Iteration 54Q: 3 clusters Score -5177541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5177536.000000 Penalty: 1046.297241
	Iteration 55Q: 3 clusters Score -5177536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5177539.000000 Penalty: 1046.297241
	Iteration 56Q: 3 clusters Score -5177539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5177545.000000 Penalty: 1046.297241
	Iteration 57Q: 3 clusters Score -5177545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98054 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5177547.000000 Penalty: 1046.297241
	Iteration 58Q: 3 clusters Score -5177547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5177542.500000 Penalty: 1046.297241
	Iteration 59Q: 3 clusters Score -5177542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98067 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5177547.500000 Penalty: 1046.297241
	Iteration 60F: 3 clusters Score -5177548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5177546.000000 Penalty: 1046.297241
	Iteration 61Q: 3 clusters Score -5177546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98097 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5177555.500000 Penalty: 1046.297241
	Iteration 62Q: 3 clusters Score -5177556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98113 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5177557.000000 Penalty: 1046.297241
	Iteration 63Q: 3 clusters Score -5177557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98126 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5177570.000000 Penalty: 1046.297241
	Iteration 64Q: 3 clusters Score -5177570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98137 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5177570.000000 Penalty: 1046.297241
	Iteration 65Q: 3 clusters Score -5177570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98147 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5177569.500000 Penalty: 1046.297241
	Iteration 66Q: 3 clusters Score -5177570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5177576.000000 Penalty: 1046.297241
	Iteration 67Q: 3 clusters Score -5177576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5177574.000000 Penalty: 1046.297241
	Iteration 68Q: 3 clusters Score -5177574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98174 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5177579.000000 Penalty: 1046.297241
	Iteration 69Q: 3 clusters Score -5177579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5177579.500000 Penalty: 1046.297241
	Iteration 70Q: 3 clusters Score -5177580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5177579.500000 Penalty: 1046.297241
	Iteration 71Q: 3 clusters Score -5177580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98188 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5177579.500000 Penalty: 1046.297241
	Iteration 72Q: 3 clusters Score -5177580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5177577.000000 Penalty: 1046.297241
	Iteration 73Q: 3 clusters Score -5177577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5177579.000000 Penalty: 1046.297241
	Iteration 74Q: 3 clusters Score -5177579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5177579.000000 Penalty: 1046.297241
	Iteration 75F: 3 clusters Score -5177579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (82126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Entering Unmasked Estep 
Score: -4491408.000000 Penalty: 514.878418
	Iteration 0F: 2 clusters Score -4491408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -4436170.000000 Penalty: 1029.756836
	Iteration 0F: 3 clusters Score -4436170 nChanged 39933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -4460519.000000 Penalty: 1029.756836
	Iteration 1F: 3 clusters Score -4460519 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4461967.000000 Penalty: 1029.756836
	Iteration 2Q: 3 clusters Score -4461967 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -4464555.500000 Penalty: 1029.756836
	Iteration 3F: 3 clusters Score -4464556 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -4469248.000000 Penalty: 1029.756836
	Iteration 4F: 3 clusters Score -4469248 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67803 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -4476309.500000 Penalty: 1029.756836
	Iteration 5F: 3 clusters Score -4476310 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -4483994.000000 Penalty: 1029.756836
	Iteration 6F: 3 clusters Score -4483994 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4488560.000000 Penalty: 1029.756836
	Iteration 7F: 3 clusters Score -4488560 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81222 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4490267.500000 Penalty: 1029.756836
	Iteration 8Q: 3 clusters Score -4490268 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81711 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4490717.000000 Penalty: 1029.756836
	Iteration 9Q: 3 clusters Score -4490717 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4490828.000000 Penalty: 1029.756836
	Iteration 10Q: 3 clusters Score -4490828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4490906.000000 Penalty: 1029.756836
	Iteration 11Q: 3 clusters Score -4490906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4490926.000000 Penalty: 1029.756836
	Iteration 12Q: 3 clusters Score -4490926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4490933.000000 Penalty: 1029.756836
	Iteration 13Q: 3 clusters Score -4490933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4490941.500000 Penalty: 1029.756836
	Iteration 14Q: 3 clusters Score -4490942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -4490952.000000 Penalty: 1029.756836
	Iteration 15Q: 3 clusters Score -4490952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4490957.500000 Penalty: 1029.756836
	Iteration 16Q: 3 clusters Score -4490958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4490956.500000 Penalty: 1029.756836
	Iteration 17Q: 3 clusters Score -4490956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4490959.500000 Penalty: 1029.756836
	Iteration 18Q: 3 clusters Score -4490960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4490960.000000 Penalty: 1029.756836
	Iteration 19Q: 3 clusters Score -4490960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4490962.000000 Penalty: 1029.756836
	Iteration 20F: 3 clusters Score -4490962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -347911.218750 Penalty: 400.807983
	Iteration 0F: 2 clusters Score -347911.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -343411.218750 Penalty: 801.615967
	Iteration 0F: 3 clusters Score -343411.2 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -345168.218750 Penalty: 801.615967
	Iteration 1F: 3 clusters Score -345168.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -345457.937500 Penalty: 801.615967
	Iteration 2F: 3 clusters Score -345457.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -345811.218750 Penalty: 801.615967
	Iteration 3F: 3 clusters Score -345811.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -346160.625000 Penalty: 801.615967
	Iteration 4F: 3 clusters Score -346160.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -346499.937500 Penalty: 801.615967
	Iteration 5F: 3 clusters Score -346499.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -346812.031250 Penalty: 801.615967
	Iteration 6F: 3 clusters Score -346812 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -347003.343750 Penalty: 801.615967
	Iteration 7Q: 3 clusters Score -347003.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -347113.968750 Penalty: 801.615967
	Iteration 8Q: 3 clusters Score -347114 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -347174.156250 Penalty: 801.615967
	Iteration 9Q: 3 clusters Score -347174.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -347214.781250 Penalty: 801.615967
	Iteration 10Q: 3 clusters Score -347214.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -347251.656250 Penalty: 801.615967
	Iteration 11Q: 3 clusters Score -347251.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -347287.656250 Penalty: 801.615967
	Iteration 12Q: 3 clusters Score -347287.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -347315.281250 Penalty: 801.615967
	Iteration 13Q: 3 clusters Score -347315.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -347334.281250 Penalty: 801.615967
	Iteration 14Q: 3 clusters Score -347334.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -347348.343750 Penalty: 801.615967
	Iteration 15Q: 3 clusters Score -347348.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -347358.750000 Penalty: 801.615967
	Iteration 16Q: 3 clusters Score -347358.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -347367.156250 Penalty: 801.615967
	Iteration 17Q: 3 clusters Score -347367.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -347374.843750 Penalty: 801.615967
	Iteration 18Q: 3 clusters Score -347374.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -347377.687500 Penalty: 801.615967
	Iteration 19Q: 3 clusters Score -347377.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -347379.562500 Penalty: 801.615967
	Iteration 20F: 3 clusters Score -347379.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -347379.875000 Penalty: 801.615967
	Iteration 21Q: 3 clusters Score -347379.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -347381.687500 Penalty: 801.615967
	Iteration 22Q: 3 clusters Score -347381.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -347384.062500 Penalty: 801.615967
	Iteration 23Q: 3 clusters Score -347384.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -347385.187500 Penalty: 801.615967
	Iteration 24Q: 3 clusters Score -347385.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -347387.531250 Penalty: 801.615967
	Iteration 25Q: 3 clusters Score -347387.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -347388.125000 Penalty: 801.615967
	Iteration 26Q: 3 clusters Score -347388.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -347390.468750 Penalty: 801.615967
	Iteration 27Q: 3 clusters Score -347390.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -347393.031250 Penalty: 801.615967
	Iteration 28Q: 3 clusters Score -347393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -347395.906250 Penalty: 801.615967
	Iteration 29Q: 3 clusters Score -347395.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -347398.218750 Penalty: 801.615967
	Iteration 30Q: 3 clusters Score -347398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -347400.437500 Penalty: 801.615967
	Iteration 31Q: 3 clusters Score -347400.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -347401.718750 Penalty: 801.615967
	Iteration 32Q: 3 clusters Score -347401.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -347401.718750 Penalty: 801.615967
	Iteration 33Q: 3 clusters Score -347401.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -347402.968750 Penalty: 801.615967
	Iteration 34Q: 3 clusters Score -347403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -347404.906250 Penalty: 801.615967
	Iteration 35Q: 3 clusters Score -347404.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -347406.937500 Penalty: 801.615967
	Iteration 36Q: 3 clusters Score -347406.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -347408.218750 Penalty: 801.615967
	Iteration 37Q: 3 clusters Score -347408.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -347409.156250 Penalty: 801.615967
	Iteration 38Q: 3 clusters Score -347409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -347409.093750 Penalty: 801.615967
	Iteration 39Q: 3 clusters Score -347409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -347409.750000 Penalty: 801.615967
	Iteration 40F: 3 clusters Score -347409.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -347410.437500 Penalty: 801.615967
	Iteration 41Q: 3 clusters Score -347410.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -347411.250000 Penalty: 801.615967
	Iteration 42Q: 3 clusters Score -347411.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -347412.031250 Penalty: 801.615967
	Iteration 43Q: 3 clusters Score -347412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -347413.437500 Penalty: 801.615967
	Iteration 44Q: 3 clusters Score -347413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -347414.687500 Penalty: 801.615967
	Iteration 45Q: 3 clusters Score -347414.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -347414.625000 Penalty: 801.615967
	Iteration 46Q: 3 clusters Score -347414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -347415.468750 Penalty: 801.615967
	Iteration 47Q: 3 clusters Score -347415.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -347416.281250 Penalty: 801.615967
	Iteration 48Q: 3 clusters Score -347416.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -347415.750000 Penalty: 801.615967
	Iteration 49Q: 3 clusters Score -347415.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -347415.906250 Penalty: 801.615967
	Iteration 50Q: 3 clusters Score -347415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -347416.812500 Penalty: 801.615967
	Iteration 51Q: 3 clusters Score -347416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -347416.812500 Penalty: 801.615967
	Iteration 52F: 3 clusters Score -347416.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Entering Unmasked Estep 
Score: -611386.812500 Penalty: 421.726013
	Iteration 0F: 2 clusters Score -611386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -604242.437500 Penalty: 843.452026
	Iteration 0F: 3 clusters Score -604242.4 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -607161.375000 Penalty: 843.452026
	Iteration 1F: 3 clusters Score -607161.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -607396.750000 Penalty: 843.452026
	Iteration 2F: 3 clusters Score -607396.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -607673.375000 Penalty: 843.452026
	Iteration 3F: 3 clusters Score -607673.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -608080.875000 Penalty: 843.452026
	Iteration 4F: 3 clusters Score -608080.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -608633.812500 Penalty: 843.452026
	Iteration 5F: 3 clusters Score -608633.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -609312.500000 Penalty: 843.452026
	Iteration 6F: 3 clusters Score -609312.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -610019.375000 Penalty: 843.452026
	Iteration 7F: 3 clusters Score -610019.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -610532.375000 Penalty: 843.452026
	Iteration 8Q: 3 clusters Score -610532.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -610767.000000 Penalty: 843.452026
	Iteration 9Q: 3 clusters Score -610767 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -610885.875000 Penalty: 843.452026
	Iteration 10Q: 3 clusters Score -610885.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -610934.437500 Penalty: 843.452026
	Iteration 11Q: 3 clusters Score -610934.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -610964.437500 Penalty: 843.452026
	Iteration 12Q: 3 clusters Score -610964.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -610985.250000 Penalty: 843.452026
	Iteration 13Q: 3 clusters Score -610985.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -610994.687500 Penalty: 843.452026
	Iteration 14Q: 3 clusters Score -610994.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -611002.000000 Penalty: 843.452026
	Iteration 15Q: 3 clusters Score -611002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -611013.250000 Penalty: 843.452026
	Iteration 16Q: 3 clusters Score -611013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -611018.000000 Penalty: 843.452026
	Iteration 17Q: 3 clusters Score -611018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -611022.937500 Penalty: 843.452026
	Iteration 18Q: 3 clusters Score -611022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -611025.687500 Penalty: 843.452026
	Iteration 19Q: 3 clusters Score -611025.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -611026.062500 Penalty: 843.452026
	Iteration 20F: 3 clusters Score -611026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -611026.062500 Penalty: 843.452026
	Iteration 21Q: 3 clusters Score -611026.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -611029.500000 Penalty: 843.452026
	Iteration 22Q: 3 clusters Score -611029.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -611034.625000 Penalty: 843.452026
	Iteration 23Q: 3 clusters Score -611034.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -611040.312500 Penalty: 843.452026
	Iteration 24Q: 3 clusters Score -611040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -611040.500000 Penalty: 843.452026
	Iteration 25Q: 3 clusters Score -611040.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -611040.500000 Penalty: 843.452026
	Iteration 26F: 3 clusters Score -611040.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94482 members 
Entering Unmasked Estep 
Score: -5216673.000000 Penalty: 521.255493
	Iteration 0F: 2 clusters Score -5216673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -5154587.000000 Penalty: 1042.510986
	Iteration 0F: 3 clusters Score -5154587 nChanged 46083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -5184116.500000 Penalty: 1042.510986
	Iteration 1F: 3 clusters Score -5184116 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5187419.500000 Penalty: 1042.510986
	Iteration 2F: 3 clusters Score -5187420 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -5193432.500000 Penalty: 1042.510986
	Iteration 3F: 3 clusters Score -5193432 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68667 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -5201238.000000 Penalty: 1042.510986
	Iteration 4F: 3 clusters Score -5201238 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -5207595.000000 Penalty: 1042.510986
	Iteration 5F: 3 clusters Score -5207595 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -5210803.500000 Penalty: 1042.510986
	Iteration 6Q: 3 clusters Score -5210804 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -5212285.000000 Penalty: 1042.510986
	Iteration 7Q: 3 clusters Score -5212285 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5213131.000000 Penalty: 1042.510986
	Iteration 8Q: 3 clusters Score -5213131 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -5213736.500000 Penalty: 1042.510986
	Iteration 9Q: 3 clusters Score -5213736 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -5214261.000000 Penalty: 1042.510986
	Iteration 10Q: 3 clusters Score -5214261 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -5214643.500000 Penalty: 1042.510986
	Iteration 11Q: 3 clusters Score -5214644 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5214945.000000 Penalty: 1042.510986
	Iteration 12Q: 3 clusters Score -5214945 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5215160.000000 Penalty: 1042.510986
	Iteration 13Q: 3 clusters Score -5215160 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70944 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -5215358.500000 Penalty: 1042.510986
	Iteration 14Q: 3 clusters Score -5215358 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -5215501.000000 Penalty: 1042.510986
	Iteration 15Q: 3 clusters Score -5215501 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5215601.000000 Penalty: 1042.510986
	Iteration 16Q: 3 clusters Score -5215601 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -5215634.500000 Penalty: 1042.510986
	Iteration 17Q: 3 clusters Score -5215634 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -5215681.000000 Penalty: 1042.510986
	Iteration 18Q: 3 clusters Score -5215681 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -5215700.500000 Penalty: 1042.510986
	Iteration 19Q: 3 clusters Score -5215700 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -5215791.500000 Penalty: 1042.510986
	Iteration 20F: 3 clusters Score -5215792 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -5215806.500000 Penalty: 1042.510986
	Iteration 21Q: 3 clusters Score -5215806 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68360 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -5215834.500000 Penalty: 1042.510986
	Iteration 22Q: 3 clusters Score -5215834 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68119 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -5215854.500000 Penalty: 1042.510986
	Iteration 23Q: 3 clusters Score -5215854 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67914 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -5215852.000000 Penalty: 1042.510986
	Iteration 24Q: 3 clusters Score -5215852 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -5215874.500000 Penalty: 1042.510986
	Iteration 25Q: 3 clusters Score -5215874 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5215881.500000 Penalty: 1042.510986
	Iteration 26Q: 3 clusters Score -5215882 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67381 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -5215883.500000 Penalty: 1042.510986
	Iteration 27Q: 3 clusters Score -5215884 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -5215884.500000 Penalty: 1042.510986
	Iteration 28Q: 3 clusters Score -5215884 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5215883.000000 Penalty: 1042.510986
	Iteration 29Q: 3 clusters Score -5215883 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -5215870.500000 Penalty: 1042.510986
	Iteration 30Q: 3 clusters Score -5215870 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -5215888.500000 Penalty: 1042.510986
	Iteration 31Q: 3 clusters Score -5215888 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -5215875.500000 Penalty: 1042.510986
	Iteration 32Q: 3 clusters Score -5215876 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -5215863.500000 Penalty: 1042.510986
	Iteration 33Q: 3 clusters Score -5215864 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -5215865.500000 Penalty: 1042.510986
	Iteration 34Q: 3 clusters Score -5215866 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -5215873.000000 Penalty: 1042.510986
	Iteration 35Q: 3 clusters Score -5215873 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -5215869.500000 Penalty: 1042.510986
	Iteration 36Q: 3 clusters Score -5215870 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -5215876.500000 Penalty: 1042.510986
	Iteration 37Q: 3 clusters Score -5215876 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -5215869.000000 Penalty: 1042.510986
	Iteration 38Q: 3 clusters Score -5215869 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -5215871.500000 Penalty: 1042.510986
	Iteration 39Q: 3 clusters Score -5215872 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -5215852.500000 Penalty: 1042.510986
	Iteration 40F: 3 clusters Score -5215852 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -5215867.000000 Penalty: 1042.510986
	Iteration 41Q: 3 clusters Score -5215867 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -5215860.000000 Penalty: 1042.510986
	Iteration 42Q: 3 clusters Score -5215860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -5215854.500000 Penalty: 1042.510986
	Iteration 43Q: 3 clusters Score -5215854 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -5215863.500000 Penalty: 1042.510986
	Iteration 44Q: 3 clusters Score -5215864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5215856.000000 Penalty: 1042.510986
	Iteration 45Q: 3 clusters Score -5215856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -5215859.000000 Penalty: 1042.510986
	Iteration 46Q: 3 clusters Score -5215859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5215863.000000 Penalty: 1042.510986
	Iteration 47Q: 3 clusters Score -5215863 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -5215875.500000 Penalty: 1042.510986
	Iteration 48Q: 3 clusters Score -5215876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -5215869.000000 Penalty: 1042.510986
	Iteration 49Q: 3 clusters Score -5215869 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -5215869.500000 Penalty: 1042.510986
	Iteration 50Q: 3 clusters Score -5215870 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -5215856.500000 Penalty: 1042.510986
	Iteration 51Q: 3 clusters Score -5215856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64328 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -5215848.500000 Penalty: 1042.510986
	Iteration 52Q: 3 clusters Score -5215848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -5215831.000000 Penalty: 1042.510986
	Iteration 53Q: 3 clusters Score -5215831 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64220 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -5215829.500000 Penalty: 1042.510986
	Iteration 54Q: 3 clusters Score -5215830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -5215816.500000 Penalty: 1042.510986
	Iteration 55Q: 3 clusters Score -5215816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -5215811.000000 Penalty: 1042.510986
	Iteration 56Q: 3 clusters Score -5215811 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -5215786.500000 Penalty: 1042.510986
	Iteration 57Q: 3 clusters Score -5215786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -5215801.500000 Penalty: 1042.510986
	Iteration 58Q: 3 clusters Score -5215802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -5215804.000000 Penalty: 1042.510986
	Iteration 59Q: 3 clusters Score -5215804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5215786.000000 Penalty: 1042.510986
	Iteration 60F: 3 clusters Score -5215786 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -5215784.000000 Penalty: 1042.510986
	Iteration 61Q: 3 clusters Score -5215784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -5215811.000000 Penalty: 1042.510986
	Iteration 62Q: 3 clusters Score -5215811 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63221 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -5215807.000000 Penalty: 1042.510986
	Iteration 63Q: 3 clusters Score -5215807 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -5215801.500000 Penalty: 1042.510986
	Iteration 64Q: 3 clusters Score -5215802 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -5215811.000000 Penalty: 1042.510986
	Iteration 65Q: 3 clusters Score -5215811 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -5215816.500000 Penalty: 1042.510986
	Iteration 66Q: 3 clusters Score -5215816 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -5215813.500000 Penalty: 1042.510986
	Iteration 67Q: 3 clusters Score -5215814 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -5215816.000000 Penalty: 1042.510986
	Iteration 68Q: 3 clusters Score -5215816 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -5215812.000000 Penalty: 1042.510986
	Iteration 69Q: 3 clusters Score -5215812 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -5215796.000000 Penalty: 1042.510986
	Iteration 70Q: 3 clusters Score -5215796 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -5215795.500000 Penalty: 1042.510986
	Iteration 71Q: 3 clusters Score -5215796 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -5215784.500000 Penalty: 1042.510986
	Iteration 72Q: 3 clusters Score -5215784 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 34962 members 
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Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 35170 members 
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Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 35373 members 
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Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 36440 members 
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Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5215804 nChanged 300
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Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 37016 members 
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Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 37262 members 
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Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 37967 members 
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	Iteration 93Q: 3 clusters Score -5215794 nChanged 481
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Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 38448 members 
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Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54687 members 
Mstep: Class 2 contains 39795 members 
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Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 40801 members 
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Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5215819 nChanged 537
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Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 43030 members 
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Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 43684 members 
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Mstep: Class 2 contains 44369 members 
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	Iteration 105Q: 3 clusters Score -5215868 nChanged 685
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	Iteration 106Q: 3 clusters Score -5215880 nChanged 668
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	Iteration 109Q: 3 clusters Score -5215908 nChanged 718
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	Iteration 110Q: 3 clusters Score -5215910 nChanged 707
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Mstep: Class 1 contains 45911 members 
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	Iteration 111Q: 3 clusters Score -5215944 nChanged 724
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	Iteration 112Q: 3 clusters Score -5215990 nChanged 814
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	Iteration 113Q: 3 clusters Score -5216037 nChanged 793
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	Iteration 114Q: 3 clusters Score -5216007 nChanged 711
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Mstep: Class 1 contains 42869 members 
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	Iteration 115Q: 3 clusters Score -5215992 nChanged 797
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	Iteration 116Q: 3 clusters Score -5215976 nChanged 703
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	Iteration 118Q: 3 clusters Score -5216022 nChanged 661
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	Iteration 119Q: 3 clusters Score -5216028 nChanged 645
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Mstep: Class 1 contains 39364 members 
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	Iteration 120F: 3 clusters Score -5216054 nChanged 653
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	Iteration 121Q: 3 clusters Score -5216092 nChanged 601
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	Iteration 122Q: 3 clusters Score -5216081 nChanged 514
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	Iteration 123Q: 3 clusters Score -5216079 nChanged 474
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	Iteration 126Q: 3 clusters Score -5216089 nChanged 350
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	Iteration 127Q: 3 clusters Score -5216106 nChanged 357
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	Iteration 128Q: 3 clusters Score -5216119 nChanged 321
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	Iteration 129Q: 3 clusters Score -5216092 nChanged 329
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	Iteration 130Q: 3 clusters Score -5216096 nChanged 329
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	Iteration 131Q: 3 clusters Score -5216133 nChanged 328
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	Iteration 132Q: 3 clusters Score -5216132 nChanged 293
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	Iteration 133Q: 3 clusters Score -5216152 nChanged 290
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	Iteration 134Q: 3 clusters Score -5216151 nChanged 282
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	Iteration 135Q: 3 clusters Score -5216144 nChanged 247
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	Iteration 136Q: 3 clusters Score -5216132 nChanged 257
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	Iteration 138Q: 3 clusters Score -5216142 nChanged 293
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	Iteration 139Q: 3 clusters Score -5216160 nChanged 234
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	Iteration 140F: 3 clusters Score -5216192 nChanged 234
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	Iteration 141Q: 3 clusters Score -5216189 nChanged 264
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	Iteration 142Q: 3 clusters Score -5216173 nChanged 212
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	Iteration 143Q: 3 clusters Score -5216172 nChanged 195
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	Iteration 144Q: 3 clusters Score -5216168 nChanged 181
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	Iteration 146Q: 3 clusters Score -5216187 nChanged 236
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	Iteration 147Q: 3 clusters Score -5216178 nChanged 170
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	Iteration 148Q: 3 clusters Score -5216172 nChanged 196
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	Iteration 151Q: 3 clusters Score -5216196 nChanged 258
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	Iteration 152Q: 3 clusters Score -5216196 nChanged 220
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	Iteration 154Q: 3 clusters Score -5216213 nChanged 228
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	Iteration 156Q: 3 clusters Score -5216194 nChanged 225
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	Iteration 158Q: 3 clusters Score -5216204 nChanged 257
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	Iteration 159Q: 3 clusters Score -5216228 nChanged 263
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	Iteration 160F: 3 clusters Score -5216230 nChanged 291
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	Iteration 161Q: 3 clusters Score -5216244 nChanged 231
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	Iteration 162Q: 3 clusters Score -5216238 nChanged 195
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	Iteration 163Q: 3 clusters Score -5216247 nChanged 266
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	Iteration 164Q: 3 clusters Score -5216242 nChanged 251
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	Iteration 165Q: 3 clusters Score -5216241 nChanged 287
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Mstep: Class 2 contains 68283 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5216264 nChanged 257
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Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5216270 nChanged 251
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Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 69355 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5216261 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 69594 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5216254 nChanged 217
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Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5216264 nChanged 230
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Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 70041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5216228 nChanged 164
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Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5216244 nChanged 222
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Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 70642 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5216248 nChanged 204
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Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5216242 nChanged 208
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Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5216246 nChanged 184
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Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5216270 nChanged 202
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Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5216295 nChanged 233
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Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5216279 nChanged 259
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Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5216268 nChanged 270
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Mstep: Class 1 contains 22041 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5216264 nChanged 267
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Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5216248 nChanged 286
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Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5216218 nChanged 321
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Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 74479 members 
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Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 75572 members 
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Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 76123 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5216456 nChanged 416
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Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5216440 nChanged 347
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Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5216430 nChanged 305
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Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5216448 nChanged 312
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Mstep: Class 1 contains 14941 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5216467 nChanged 343
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Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 80425 members 
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Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 80681 members 
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Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 80887 members 
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	Iteration 207Q: 3 clusters Score -5216474 nChanged 315
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Mstep: Class 1 contains 13280 members 
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	Iteration 208Q: 3 clusters Score -5216452 nChanged 276
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Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 81736 members 
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	Iteration 210Q: 3 clusters Score -5216476 nChanged 246
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Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 81982 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5216479 nChanged 273
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Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5216437 nChanged 266
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Mstep: Class 1 contains 11961 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5216454 nChanged 270
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Mstep: Class 1 contains 11691 members 
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	Iteration 214Q: 3 clusters Score -5216446 nChanged 283
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Mstep: Class 1 contains 11408 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5216454 nChanged 278
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Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 83352 members 
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	Iteration 216Q: 3 clusters Score -5216442 nChanged 206
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Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5216426 nChanged 202
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Mstep: Class 1 contains 10722 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5216428 nChanged 203
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Mstep: Class 1 contains 10521 members 
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	Iteration 219Q: 3 clusters Score -5216406 nChanged 180
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Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5216388 nChanged 173
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Mstep: Class 1 contains 10168 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5216396 nChanged 128
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Mstep: Class 1 contains 10040 members 
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	Iteration 222Q: 3 clusters Score -5216386 nChanged 106
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Mstep: Class 1 contains 9934 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5216381 nChanged 140
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Mstep: Class 1 contains 9794 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5216382 nChanged 178
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Mstep: Class 1 contains 9616 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5216374 nChanged 166
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Mstep: Class 1 contains 9450 members 
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	Iteration 226Q: 3 clusters Score -5216380 nChanged 180
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Mstep: Class 1 contains 9270 members 
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	Iteration 227Q: 3 clusters Score -5216385 nChanged 75
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Mstep: Class 1 contains 9197 members 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5216388 nChanged 65
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Mstep: Class 1 contains 9132 members 
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	Iteration 229Q: 3 clusters Score -5216385 nChanged 78
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Mstep: Class 1 contains 9054 members 
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	Iteration 230Q: 3 clusters Score -5216383 nChanged 76
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Mstep: Class 1 contains 8978 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5216375 nChanged 46
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Mstep: Class 1 contains 8932 members 
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	Iteration 232Q: 3 clusters Score -5216380 nChanged 33
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Mstep: Class 1 contains 8899 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5216358 nChanged 12
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Mstep: Class 1 contains 8889 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5216370 nChanged 20
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Mstep: Class 1 contains 8869 members 
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	Iteration 235Q: 3 clusters Score -5216370 nChanged 58
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5216372 nChanged 32
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5216370 nChanged 31
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Mstep: Class 1 contains 8748 members 
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5216363 nChanged 39
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Mstep: Class 1 contains 8709 members 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5216353 nChanged 25
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Mstep: Class 1 contains 8718 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5216364 nChanged 84
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Mstep: Class 1 contains 8634 members 
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	Iteration 241Q: 3 clusters Score -5216359 nChanged 44
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	Iteration 242Q: 3 clusters Score -5216345 nChanged 31
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Mstep: Class 1 contains 8559 members 
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	Iteration 243Q: 3 clusters Score -5216344 nChanged 13
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	Iteration 244Q: 3 clusters Score -5216340 nChanged 21
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	Iteration 245Q: 3 clusters Score -5216343 nChanged 6
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	Iteration 246Q: 3 clusters Score -5216342 nChanged 19
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Mstep: Class 1 contains 8520 members 
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	Iteration 247Q: 3 clusters Score -5216340 nChanged 11
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	Iteration 248Q: 3 clusters Score -5216342 nChanged 12
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	Iteration 249Q: 3 clusters Score -5216346 nChanged 28
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	Iteration 250Q: 3 clusters Score -5216338 nChanged 28
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	Iteration 251Q: 3 clusters Score -5216341 nChanged 3
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	Iteration 252Q: 3 clusters Score -5216348 nChanged 3
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	Iteration 253Q: 3 clusters Score -5216344 nChanged 9
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	Iteration 254Q: 3 clusters Score -5216342 nChanged 4
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	Iteration 255Q: 3 clusters Score -5216340 nChanged 15
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	Iteration 256Q: 3 clusters Score -5216340 nChanged 21
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5216336 nChanged 28
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	Iteration 258Q: 3 clusters Score -5216327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -5216335.000000 Penalty: 1042.510986
	Iteration 259Q: 3 clusters Score -5216335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -5216335.500000 Penalty: 1042.510986
	Iteration 260F: 3 clusters Score -5216336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -5216332.000000 Penalty: 1042.510986
	Iteration 261Q: 3 clusters Score -5216332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -5216332.500000 Penalty: 1042.510986
	Iteration 262Q: 3 clusters Score -5216332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -5216329.500000 Penalty: 1042.510986
	Iteration 263Q: 3 clusters Score -5216330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -5216329.500000 Penalty: 1042.510986
	Iteration 264F: 3 clusters Score -5216330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Entering Unmasked Estep 
Score: -502944.500000 Penalty: 416.274506
	Iteration 0F: 2 clusters Score -502944.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -496710.031250 Penalty: 832.549011
	Iteration 0F: 3 clusters Score -496710 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -499031.562500 Penalty: 832.549011
	Iteration 1F: 3 clusters Score -499031.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -499222.250000 Penalty: 832.549011
	Iteration 2F: 3 clusters Score -499222.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -499511.250000 Penalty: 832.549011
	Iteration 3F: 3 clusters Score -499511.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -499894.187500 Penalty: 832.549011
	Iteration 4F: 3 clusters Score -499894.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -500395.687500 Penalty: 832.549011
	Iteration 5F: 3 clusters Score -500395.7 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -500971.093750 Penalty: 832.549011
	Iteration 6F: 3 clusters Score -500971.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -501575.781250 Penalty: 832.549011
	Iteration 7F: 3 clusters Score -501575.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -502062.218750 Penalty: 832.549011
	Iteration 8F: 3 clusters Score -502062.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -502330.812500 Penalty: 832.549011
	Iteration 9Q: 3 clusters Score -502330.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -502458.312500 Penalty: 832.549011
	Iteration 10Q: 3 clusters Score -502458.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -502509.406250 Penalty: 832.549011
	Iteration 11Q: 3 clusters Score -502509.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -502534.125000 Penalty: 832.549011
	Iteration 12Q: 3 clusters Score -502534.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -502551.625000 Penalty: 832.549011
	Iteration 13Q: 3 clusters Score -502551.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -502564.281250 Penalty: 832.549011
	Iteration 14Q: 3 clusters Score -502564.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -502572.218750 Penalty: 832.549011
	Iteration 15Q: 3 clusters Score -502572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -502577.156250 Penalty: 832.549011
	Iteration 16Q: 3 clusters Score -502577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -502578.843750 Penalty: 832.549011
	Iteration 17Q: 3 clusters Score -502578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -502582.250000 Penalty: 832.549011
	Iteration 18Q: 3 clusters Score -502582.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -502587.187500 Penalty: 832.549011
	Iteration 19Q: 3 clusters Score -502587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -502591.125000 Penalty: 832.549011
	Iteration 20F: 3 clusters Score -502591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Entering Unmasked Estep 
Score: -4010736.250000 Penalty: 509.060852
	Iteration 0F: 2 clusters Score -4010736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -3962333.750000 Penalty: 1018.121704
	Iteration 0F: 3 clusters Score -3962334 nChanged 35175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -3984699.750000 Penalty: 1018.121704
	Iteration 1F: 3 clusters Score -3984700 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -3988001.500000 Penalty: 1018.121704
	Iteration 2F: 3 clusters Score -3988002 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -3993545.000000 Penalty: 1018.121704
	Iteration 3F: 3 clusters Score -3993545 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -4000564.250000 Penalty: 1018.121704
	Iteration 4F: 3 clusters Score -4000564 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -4006276.250000 Penalty: 1018.121704
	Iteration 5F: 3 clusters Score -4006276 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -4008993.000000 Penalty: 1018.121704
	Iteration 6Q: 3 clusters Score -4008993 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -4009906.500000 Penalty: 1018.121704
	Iteration 7Q: 3 clusters Score -4009906 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
Score: -4010158.750000 Penalty: 1018.121704
	Iteration 8Q: 3 clusters Score -4010159 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 72149 members 
Entering Unmasked Estep 
Score: -4010230.250000 Penalty: 1018.121704
	Iteration 9Q: 3 clusters Score -4010230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -4010275.500000 Penalty: 1018.121704
	Iteration 10Q: 3 clusters Score -4010276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -4010291.250000 Penalty: 1018.121704
	Iteration 11Q: 3 clusters Score -4010291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -4010294.750000 Penalty: 1018.121704
	Iteration 12Q: 3 clusters Score -4010295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -4010301.500000 Penalty: 1018.121704
	Iteration 13Q: 3 clusters Score -4010302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -4010304.250000 Penalty: 1018.121704
	Iteration 14Q: 3 clusters Score -4010304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
Score: -4010307.250000 Penalty: 1018.121704
	Iteration 15Q: 3 clusters Score -4010307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
Score: -4010307.250000 Penalty: 1018.121704
	Iteration 16F: 3 clusters Score -4010307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Entering Unmasked Estep 
Score: -1421032.750000 Penalty: 464.109833
	Iteration 0F: 2 clusters Score -1421033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1403016.750000 Penalty: 928.219666
	Iteration 0F: 3 clusters Score -1403017 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1411578.500000 Penalty: 928.219666
	Iteration 1F: 3 clusters Score -1411578 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1413030.875000 Penalty: 928.219666
	Iteration 2F: 3 clusters Score -1413031 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1415084.375000 Penalty: 928.219666
	Iteration 3F: 3 clusters Score -1415084 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1417472.750000 Penalty: 928.219666
	Iteration 4F: 3 clusters Score -1417473 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1419167.250000 Penalty: 928.219666
	Iteration 5F: 3 clusters Score -1419167 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1419775.000000 Penalty: 928.219666
	Iteration 6Q: 3 clusters Score -1419775 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1419999.625000 Penalty: 928.219666
	Iteration 7Q: 3 clusters Score -1420000 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1420124.375000 Penalty: 928.219666
	Iteration 8Q: 3 clusters Score -1420124 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1420210.625000 Penalty: 928.219666
	Iteration 9Q: 3 clusters Score -1420211 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1420279.250000 Penalty: 928.219666
	Iteration 10Q: 3 clusters Score -1420279 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1420330.500000 Penalty: 928.219666
	Iteration 11Q: 3 clusters Score -1420330 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1420362.125000 Penalty: 928.219666
	Iteration 12Q: 3 clusters Score -1420362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1420396.250000 Penalty: 928.219666
	Iteration 13Q: 3 clusters Score -1420396 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1420420.500000 Penalty: 928.219666
	Iteration 14Q: 3 clusters Score -1420420 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1420438.000000 Penalty: 928.219666
	Iteration 15Q: 3 clusters Score -1420438 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1420460.125000 Penalty: 928.219666
	Iteration 16Q: 3 clusters Score -1420460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1420483.750000 Penalty: 928.219666
	Iteration 17Q: 3 clusters Score -1420484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1420497.750000 Penalty: 928.219666
	Iteration 18Q: 3 clusters Score -1420498 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1420505.375000 Penalty: 928.219666
	Iteration 19Q: 3 clusters Score -1420505 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1420523.625000 Penalty: 928.219666
	Iteration 20F: 3 clusters Score -1420524 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1420546.000000 Penalty: 928.219666
	Iteration 21Q: 3 clusters Score -1420546 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1420565.750000 Penalty: 928.219666
	Iteration 22Q: 3 clusters Score -1420566 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1420575.125000 Penalty: 928.219666
	Iteration 23Q: 3 clusters Score -1420575 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1420590.000000 Penalty: 928.219666
	Iteration 24Q: 3 clusters Score -1420590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1420605.250000 Penalty: 928.219666
	Iteration 25Q: 3 clusters Score -1420605 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1420617.750000 Penalty: 928.219666
	Iteration 26Q: 3 clusters Score -1420618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1420627.875000 Penalty: 928.219666
	Iteration 27Q: 3 clusters Score -1420628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1420639.000000 Penalty: 928.219666
	Iteration 28Q: 3 clusters Score -1420639 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1420645.500000 Penalty: 928.219666
	Iteration 29Q: 3 clusters Score -1420646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1420654.625000 Penalty: 928.219666
	Iteration 30Q: 3 clusters Score -1420655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1420665.250000 Penalty: 928.219666
	Iteration 31Q: 3 clusters Score -1420665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1420677.625000 Penalty: 928.219666
	Iteration 32Q: 3 clusters Score -1420678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1420688.125000 Penalty: 928.219666
	Iteration 33Q: 3 clusters Score -1420688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1420691.500000 Penalty: 928.219666
	Iteration 34Q: 3 clusters Score -1420692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1420693.375000 Penalty: 928.219666
	Iteration 35Q: 3 clusters Score -1420693 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1420703.500000 Penalty: 928.219666
	Iteration 36Q: 3 clusters Score -1420704 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1420705.500000 Penalty: 928.219666
	Iteration 37Q: 3 clusters Score -1420706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1420719.500000 Penalty: 928.219666
	Iteration 38Q: 3 clusters Score -1420720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1420728.875000 Penalty: 928.219666
	Iteration 39Q: 3 clusters Score -1420729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1420739.000000 Penalty: 928.219666
	Iteration 40F: 3 clusters Score -1420739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1420749.375000 Penalty: 928.219666
	Iteration 41Q: 3 clusters Score -1420749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1420758.750000 Penalty: 928.219666
	Iteration 42Q: 3 clusters Score -1420759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1420769.250000 Penalty: 928.219666
	Iteration 43Q: 3 clusters Score -1420769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1420781.625000 Penalty: 928.219666
	Iteration 44Q: 3 clusters Score -1420782 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1420793.625000 Penalty: 928.219666
	Iteration 45Q: 3 clusters Score -1420794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1420800.750000 Penalty: 928.219666
	Iteration 46Q: 3 clusters Score -1420801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1420813.250000 Penalty: 928.219666
	Iteration 47Q: 3 clusters Score -1420813 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1420818.625000 Penalty: 928.219666
	Iteration 48Q: 3 clusters Score -1420819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1420824.875000 Penalty: 928.219666
	Iteration 49Q: 3 clusters Score -1420825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1420831.750000 Penalty: 928.219666
	Iteration 50Q: 3 clusters Score -1420832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1420830.250000 Penalty: 928.219666
	Iteration 51Q: 3 clusters Score -1420830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1420837.375000 Penalty: 928.219666
	Iteration 52Q: 3 clusters Score -1420837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1420839.250000 Penalty: 928.219666
	Iteration 53Q: 3 clusters Score -1420839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1420839.375000 Penalty: 928.219666
	Iteration 54Q: 3 clusters Score -1420839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1420840.625000 Penalty: 928.219666
	Iteration 55Q: 3 clusters Score -1420841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1420840.625000 Penalty: 928.219666
	Iteration 56Q: 3 clusters Score -1420841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1420843.625000 Penalty: 928.219666
	Iteration 57Q: 3 clusters Score -1420844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1420845.000000 Penalty: 928.219666
	Iteration 58Q: 3 clusters Score -1420845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1420845.875000 Penalty: 928.219666
	Iteration 59Q: 3 clusters Score -1420846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1420843.375000 Penalty: 928.219666
	Iteration 60F: 3 clusters Score -1420843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1420844.625000 Penalty: 928.219666
	Iteration 61Q: 3 clusters Score -1420845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1420847.000000 Penalty: 928.219666
	Iteration 62Q: 3 clusters Score -1420847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1420846.250000 Penalty: 928.219666
	Iteration 63Q: 3 clusters Score -1420846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1420845.500000 Penalty: 928.219666
	Iteration 64Q: 3 clusters Score -1420846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1420846.250000 Penalty: 928.219666
	Iteration 65Q: 3 clusters Score -1420846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1420846.250000 Penalty: 928.219666
	Iteration 66F: 3 clusters Score -1420846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Entering Unmasked Estep 
Score: -646717.375000 Penalty: 428.471161
	Iteration 0F: 2 clusters Score -646717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -638528.562500 Penalty: 856.942322
	Iteration 0F: 3 clusters Score -638528.6 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -642533.812500 Penalty: 856.942322
	Iteration 1F: 3 clusters Score -642533.8 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -643562.062500 Penalty: 856.942322
	Iteration 2F: 3 clusters Score -643562.1 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -644483.687500 Penalty: 856.942322
	Iteration 3F: 3 clusters Score -644483.7 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -645077.125000 Penalty: 856.942322
	Iteration 4F: 3 clusters Score -645077.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -645440.687500 Penalty: 856.942322
	Iteration 5Q: 3 clusters Score -645440.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -645645.187500 Penalty: 856.942322
	Iteration 6Q: 3 clusters Score -645645.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -645793.687500 Penalty: 856.942322
	Iteration 7Q: 3 clusters Score -645793.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -645910.812500 Penalty: 856.942322
	Iteration 8Q: 3 clusters Score -645910.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -645971.000000 Penalty: 856.942322
	Iteration 9Q: 3 clusters Score -645971 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -646022.187500 Penalty: 856.942322
	Iteration 10Q: 3 clusters Score -646022.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -646056.750000 Penalty: 856.942322
	Iteration 11Q: 3 clusters Score -646056.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -646096.187500 Penalty: 856.942322
	Iteration 12Q: 3 clusters Score -646096.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -646138.000000 Penalty: 856.942322
	Iteration 13Q: 3 clusters Score -646138 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -646177.500000 Penalty: 856.942322
	Iteration 14Q: 3 clusters Score -646177.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -646208.375000 Penalty: 856.942322
	Iteration 15Q: 3 clusters Score -646208.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -646244.562500 Penalty: 856.942322
	Iteration 16Q: 3 clusters Score -646244.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -646278.500000 Penalty: 856.942322
	Iteration 17Q: 3 clusters Score -646278.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -646310.750000 Penalty: 856.942322
	Iteration 18Q: 3 clusters Score -646310.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -646346.312500 Penalty: 856.942322
	Iteration 19Q: 3 clusters Score -646346.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -646377.875000 Penalty: 856.942322
	Iteration 20F: 3 clusters Score -646377.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -646407.187500 Penalty: 856.942322
	Iteration 21Q: 3 clusters Score -646407.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -646431.687500 Penalty: 856.942322
	Iteration 22Q: 3 clusters Score -646431.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -646444.375000 Penalty: 856.942322
	Iteration 23Q: 3 clusters Score -646444.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -646464.062500 Penalty: 856.942322
	Iteration 24Q: 3 clusters Score -646464.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -646477.500000 Penalty: 856.942322
	Iteration 25Q: 3 clusters Score -646477.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -646489.750000 Penalty: 856.942322
	Iteration 26Q: 3 clusters Score -646489.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -646499.750000 Penalty: 856.942322
	Iteration 27Q: 3 clusters Score -646499.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -646502.562500 Penalty: 856.942322
	Iteration 28Q: 3 clusters Score -646502.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -646504.250000 Penalty: 856.942322
	Iteration 29Q: 3 clusters Score -646504.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -646509.312500 Penalty: 856.942322
	Iteration 30Q: 3 clusters Score -646509.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -646511.875000 Penalty: 856.942322
	Iteration 31Q: 3 clusters Score -646511.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -646513.250000 Penalty: 856.942322
	Iteration 32Q: 3 clusters Score -646513.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -646522.000000 Penalty: 856.942322
	Iteration 33Q: 3 clusters Score -646522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -646527.125000 Penalty: 856.942322
	Iteration 34Q: 3 clusters Score -646527.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -646534.250000 Penalty: 856.942322
	Iteration 35Q: 3 clusters Score -646534.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -646538.250000 Penalty: 856.942322
	Iteration 36Q: 3 clusters Score -646538.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -646540.125000 Penalty: 856.942322
	Iteration 37Q: 3 clusters Score -646540.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -646543.812500 Penalty: 856.942322
	Iteration 38Q: 3 clusters Score -646543.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -646546.000000 Penalty: 856.942322
	Iteration 39Q: 3 clusters Score -646546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -646549.750000 Penalty: 856.942322
	Iteration 40F: 3 clusters Score -646549.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -646551.062500 Penalty: 856.942322
	Iteration 41Q: 3 clusters Score -646551.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -646551.000000 Penalty: 856.942322
	Iteration 42Q: 3 clusters Score -646551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -646551.187500 Penalty: 856.942322
	Iteration 43Q: 3 clusters Score -646551.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -646552.875000 Penalty: 856.942322
	Iteration 44Q: 3 clusters Score -646552.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -646555.062500 Penalty: 856.942322
	Iteration 45Q: 3 clusters Score -646555.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -646555.750000 Penalty: 856.942322
	Iteration 46Q: 3 clusters Score -646555.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -646558.500000 Penalty: 856.942322
	Iteration 47Q: 3 clusters Score -646558.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -646559.375000 Penalty: 856.942322
	Iteration 48Q: 3 clusters Score -646559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -646560.562500 Penalty: 856.942322
	Iteration 49Q: 3 clusters Score -646560.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -646562.500000 Penalty: 856.942322
	Iteration 50Q: 3 clusters Score -646562.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -646567.500000 Penalty: 856.942322
	Iteration 51Q: 3 clusters Score -646567.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -646572.687500 Penalty: 856.942322
	Iteration 52Q: 3 clusters Score -646572.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -646582.250000 Penalty: 856.942322
	Iteration 53Q: 3 clusters Score -646582.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -646590.687500 Penalty: 856.942322
	Iteration 54Q: 3 clusters Score -646590.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -646596.875000 Penalty: 856.942322
	Iteration 55Q: 3 clusters Score -646596.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -646599.562500 Penalty: 856.942322
	Iteration 56Q: 3 clusters Score -646599.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -646599.000000 Penalty: 856.942322
	Iteration 57Q: 3 clusters Score -646599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -646600.625000 Penalty: 856.942322
	Iteration 58Q: 3 clusters Score -646600.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -646602.687500 Penalty: 856.942322
	Iteration 59Q: 3 clusters Score -646602.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -646603.250000 Penalty: 856.942322
	Iteration 60F: 3 clusters Score -646603.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -646603.187500 Penalty: 856.942322
	Iteration 61Q: 3 clusters Score -646603.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -646605.437500 Penalty: 856.942322
	Iteration 62Q: 3 clusters Score -646605.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -646605.312500 Penalty: 856.942322
	Iteration 63Q: 3 clusters Score -646605.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -646608.812500 Penalty: 856.942322
	Iteration 64Q: 3 clusters Score -646608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -646609.812500 Penalty: 856.942322
	Iteration 65Q: 3 clusters Score -646609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -646609.375000 Penalty: 856.942322
	Iteration 66Q: 3 clusters Score -646609.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -646612.062500 Penalty: 856.942322
	Iteration 67Q: 3 clusters Score -646612.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -646614.437500 Penalty: 856.942322
	Iteration 68Q: 3 clusters Score -646614.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -646614.937500 Penalty: 856.942322
	Iteration 69Q: 3 clusters Score -646614.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -646615.125000 Penalty: 856.942322
	Iteration 70Q: 3 clusters Score -646615.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -646615.250000 Penalty: 856.942322
	Iteration 71Q: 3 clusters Score -646615.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -646618.312500 Penalty: 856.942322
	Iteration 72Q: 3 clusters Score -646618.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -646619.375000 Penalty: 856.942322
	Iteration 73Q: 3 clusters Score -646619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -646619.125000 Penalty: 856.942322
	Iteration 74Q: 3 clusters Score -646619.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -646618.875000 Penalty: 856.942322
	Iteration 75Q: 3 clusters Score -646618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -646618.750000 Penalty: 856.942322
	Iteration 76Q: 3 clusters Score -646618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -646618.750000 Penalty: 856.942322
	Iteration 77F: 3 clusters Score -646618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Entering Unmasked Estep 
Score: -396621.125000 Penalty: 403.691772
	Iteration 0F: 2 clusters Score -396621.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -391837.312500 Penalty: 807.383545
	Iteration 0F: 3 clusters Score -391837.3 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -393805.500000 Penalty: 807.383545
	Iteration 1F: 3 clusters Score -393805.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -394059.468750 Penalty: 807.383545
	Iteration 2F: 3 clusters Score -394059.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -394359.750000 Penalty: 807.383545
	Iteration 3F: 3 clusters Score -394359.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -394786.781250 Penalty: 807.383545
	Iteration 4F: 3 clusters Score -394786.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -395192.875000 Penalty: 807.383545
	Iteration 5F: 3 clusters Score -395192.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -395529.968750 Penalty: 807.383545
	Iteration 6Q: 3 clusters Score -395530 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -395738.875000 Penalty: 807.383545
	Iteration 7Q: 3 clusters Score -395738.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -395856.093750 Penalty: 807.383545
	Iteration 8Q: 3 clusters Score -395856.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -395929.156250 Penalty: 807.383545
	Iteration 9Q: 3 clusters Score -395929.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -396000.156250 Penalty: 807.383545
	Iteration 10Q: 3 clusters Score -396000.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -396060.093750 Penalty: 807.383545
	Iteration 11Q: 3 clusters Score -396060.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -396097.812500 Penalty: 807.383545
	Iteration 12Q: 3 clusters Score -396097.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -396128.875000 Penalty: 807.383545
	Iteration 13Q: 3 clusters Score -396128.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -396152.500000 Penalty: 807.383545
	Iteration 14Q: 3 clusters Score -396152.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -396169.125000 Penalty: 807.383545
	Iteration 15Q: 3 clusters Score -396169.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -396185.718750 Penalty: 807.383545
	Iteration 16Q: 3 clusters Score -396185.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -396197.906250 Penalty: 807.383545
	Iteration 17Q: 3 clusters Score -396197.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -396210.156250 Penalty: 807.383545
	Iteration 18Q: 3 clusters Score -396210.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -396217.218750 Penalty: 807.383545
	Iteration 19Q: 3 clusters Score -396217.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -396228.093750 Penalty: 807.383545
	Iteration 20F: 3 clusters Score -396228.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -396232.656250 Penalty: 807.383545
	Iteration 21Q: 3 clusters Score -396232.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -396237.625000 Penalty: 807.383545
	Iteration 22Q: 3 clusters Score -396237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -396241.125000 Penalty: 807.383545
	Iteration 23Q: 3 clusters Score -396241.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -396245.906250 Penalty: 807.383545
	Iteration 24Q: 3 clusters Score -396245.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -396251.968750 Penalty: 807.383545
	Iteration 25Q: 3 clusters Score -396252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -396255.937500 Penalty: 807.383545
	Iteration 26Q: 3 clusters Score -396255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -396258.437500 Penalty: 807.383545
	Iteration 27Q: 3 clusters Score -396258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -396260.750000 Penalty: 807.383545
	Iteration 28Q: 3 clusters Score -396260.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -396261.281250 Penalty: 807.383545
	Iteration 29Q: 3 clusters Score -396261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -396262.187500 Penalty: 807.383545
	Iteration 30Q: 3 clusters Score -396262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -396263.875000 Penalty: 807.383545
	Iteration 31Q: 3 clusters Score -396263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -396264.187500 Penalty: 807.383545
	Iteration 32Q: 3 clusters Score -396264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -396264.718750 Penalty: 807.383545
	Iteration 33Q: 3 clusters Score -396264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -396265.531250 Penalty: 807.383545
	Iteration 34Q: 3 clusters Score -396265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -396266.125000 Penalty: 807.383545
	Iteration 35Q: 3 clusters Score -396266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -396267.156250 Penalty: 807.383545
	Iteration 36Q: 3 clusters Score -396267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -396267.156250 Penalty: 807.383545
	Iteration 37Q: 3 clusters Score -396267.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -396267.156250 Penalty: 807.383545
	Iteration 38F: 3 clusters Score -396267.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -46483.835938 Penalty: 315.999817
	Iteration 0F: 2 clusters Score -46483.84 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 517 members 
Entering Unmasked Estep 
Score: -45658.835938 Penalty: 631.999634
	Iteration 0F: 3 clusters Score -45658.84 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -45973.230469 Penalty: 631.999634
	Iteration 1F: 3 clusters Score -45973.23 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -46088.558594 Penalty: 631.999634
	Iteration 2F: 3 clusters Score -46088.56 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -46182.156250 Penalty: 631.999634
	Iteration 3F: 3 clusters Score -46182.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -46270.515625 Penalty: 631.999634
	Iteration 4F: 3 clusters Score -46270.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -46344.648438 Penalty: 631.999634
	Iteration 5F: 3 clusters Score -46344.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -46414.714844 Penalty: 631.999634
	Iteration 6F: 3 clusters Score -46414.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -46472.957031 Penalty: 631.999634
	Iteration 7Q: 3 clusters Score -46472.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -46499.917969 Penalty: 631.999634
	Iteration 8Q: 3 clusters Score -46499.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -46515.425781 Penalty: 631.999634
	Iteration 9Q: 3 clusters Score -46515.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -46519.230469 Penalty: 631.999634
	Iteration 10Q: 3 clusters Score -46519.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -46521.019531 Penalty: 631.999634
	Iteration 11Q: 3 clusters Score -46521.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -46521.660156 Penalty: 631.999634
	Iteration 12Q: 3 clusters Score -46521.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -46521.660156 Penalty: 631.999634
	Iteration 13F: 3 clusters Score -46521.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 25791 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 82126 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 10601 members 
Mstep: Class 7 contains 94482 members 
Mstep: Class 8 contains 9404 members 
Mstep: Class 9 contains 72269 members 
Mstep: Class 10 contains 26909 members 
Mstep: Class 11 contains 12295 members 
Mstep: Class 12 contains 7132 members 
Mstep: Class 13 contains 426 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 15003 members 
Mstep: Class 16 contains 53395 members 
Mstep: Class 17 contains 1671 members 
Mstep: Class 18 contains 739 members 
Mstep: Class 19 contains 19805 members 
Mstep: Class 20 contains 3014 members 
Mstep: Class 21 contains 22153 members 
Mstep: Class 22 contains 3169 members 
Mstep: Class 23 contains 6669 members 
Mstep: Class 24 contains 16537 members 
Mstep: Class 25 contains 90916 members 
Mstep: Class 26 contains 1794 members 
Mstep: Class 27 contains 181871 members 
Mstep: Class 28 contains 171608 members 
Mstep: Class 29 contains 64077 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 79199 members 
Mstep: Class 32 contains 52629 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 11371 members 
Mstep: Class 35 contains 164561 members 
Mstep: Class 36 contains 72626 members 
Mstep: Class 37 contains 21488 members 
Mstep: Class 38 contains 612 members 
Mstep: Class 39 contains 75865 members 
Mstep: Class 40 contains 8154 members 
Mstep: Class 41 contains 18771 members 
Mstep: Class 42 contains 89576 members 
Mstep: Class 43 contains 6197 members 
Entering Unmasked Estep 
Score: -87385984.000000 Penalty: 28102.771484
Splitting cluster 13 changes total score from -87386304.000000 to -87385984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Entering Unmasked Estep 
Score: -153936.687500 Penalty: 362.003754
	Iteration 0F: 2 clusters Score -153936.7 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 1463 members 
Entering Unmasked Estep 
Score: -151969.718750 Penalty: 724.007507
	Iteration 0F: 3 clusters Score -151969.7 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -152644.968750 Penalty: 724.007507
	Iteration 1F: 3 clusters Score -152645 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -152723.765625 Penalty: 724.007507
	Iteration 2F: 3 clusters Score -152723.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -152804.593750 Penalty: 724.007507
	Iteration 3F: 3 clusters Score -152804.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -152889.281250 Penalty: 724.007507
	Iteration 4F: 3 clusters Score -152889.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -152985.593750 Penalty: 724.007507
	Iteration 5F: 3 clusters Score -152985.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -153102.656250 Penalty: 724.007507
	Iteration 6F: 3 clusters Score -153102.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -153213.843750 Penalty: 724.007507
	Iteration 7F: 3 clusters Score -153213.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -153302.296875 Penalty: 724.007507
	Iteration 8Q: 3 clusters Score -153302.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -153388.312500 Penalty: 724.007507
	Iteration 9Q: 3 clusters Score -153388.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -153458.390625 Penalty: 724.007507
	Iteration 10Q: 3 clusters Score -153458.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -153524.093750 Penalty: 724.007507
	Iteration 11Q: 3 clusters Score -153524.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -153574.890625 Penalty: 724.007507
	Iteration 12Q: 3 clusters Score -153574.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -153604.312500 Penalty: 724.007507
	Iteration 13Q: 3 clusters Score -153604.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -153620.312500 Penalty: 724.007507
	Iteration 14Q: 3 clusters Score -153620.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -153627.296875 Penalty: 724.007507
	Iteration 15Q: 3 clusters Score -153627.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -153628.812500 Penalty: 724.007507
	Iteration 16Q: 3 clusters Score -153628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -153629.937500 Penalty: 724.007507
	Iteration 17Q: 3 clusters Score -153629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -153631.265625 Penalty: 724.007507
	Iteration 18Q: 3 clusters Score -153631.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -153634.406250 Penalty: 724.007507
	Iteration 19Q: 3 clusters Score -153634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -153635.890625 Penalty: 724.007507
	Iteration 20F: 3 clusters Score -153635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -153637.687500 Penalty: 724.007507
	Iteration 21Q: 3 clusters Score -153637.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -153639.140625 Penalty: 724.007507
	Iteration 22Q: 3 clusters Score -153639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -153639.906250 Penalty: 724.007507
	Iteration 23Q: 3 clusters Score -153639.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -153642.906250 Penalty: 724.007507
	Iteration 24Q: 3 clusters Score -153642.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -153644.968750 Penalty: 724.007507
	Iteration 25Q: 3 clusters Score -153645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -153644.968750 Penalty: 724.007507
	Iteration 26F: 3 clusters Score -153645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Entering Unmasked Estep 
Score: -807032.562500 Penalty: 437.528259
	Iteration 0F: 2 clusters Score -807032.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -797075.875000 Penalty: 875.056519
	Iteration 0F: 3 clusters Score -797075.9 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -801216.687500 Penalty: 875.056519
	Iteration 1F: 3 clusters Score -801216.7 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -801683.062500 Penalty: 875.056519
	Iteration 2F: 3 clusters Score -801683.1 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -802382.812500 Penalty: 875.056519
	Iteration 3F: 3 clusters Score -802382.8 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -803396.687500 Penalty: 875.056519
	Iteration 4F: 3 clusters Score -803396.7 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -804595.437500 Penalty: 875.056519
	Iteration 5F: 3 clusters Score -804595.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -805596.812500 Penalty: 875.056519
	Iteration 6F: 3 clusters Score -805596.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -806104.312500 Penalty: 875.056519
	Iteration 7Q: 3 clusters Score -806104.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -806353.312500 Penalty: 875.056519
	Iteration 8Q: 3 clusters Score -806353.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -806495.375000 Penalty: 875.056519
	Iteration 9Q: 3 clusters Score -806495.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -806560.375000 Penalty: 875.056519
	Iteration 10Q: 3 clusters Score -806560.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -806590.937500 Penalty: 875.056519
	Iteration 11Q: 3 clusters Score -806590.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -806608.687500 Penalty: 875.056519
	Iteration 12Q: 3 clusters Score -806608.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -806625.500000 Penalty: 875.056519
	Iteration 13Q: 3 clusters Score -806625.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -806638.562500 Penalty: 875.056519
	Iteration 14Q: 3 clusters Score -806638.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -806649.937500 Penalty: 875.056519
	Iteration 15Q: 3 clusters Score -806649.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -806660.875000 Penalty: 875.056519
	Iteration 16Q: 3 clusters Score -806660.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -806676.250000 Penalty: 875.056519
	Iteration 17Q: 3 clusters Score -806676.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -806697.062500 Penalty: 875.056519
	Iteration 18Q: 3 clusters Score -806697.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -806723.937500 Penalty: 875.056519
	Iteration 19Q: 3 clusters Score -806723.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -806756.125000 Penalty: 875.056519
	Iteration 20F: 3 clusters Score -806756.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -806795.812500 Penalty: 875.056519
	Iteration 21Q: 3 clusters Score -806795.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -806819.437500 Penalty: 875.056519
	Iteration 22Q: 3 clusters Score -806819.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -806833.812500 Penalty: 875.056519
	Iteration 23Q: 3 clusters Score -806833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -806839.125000 Penalty: 875.056519
	Iteration 24Q: 3 clusters Score -806839.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -806843.125000 Penalty: 875.056519
	Iteration 25Q: 3 clusters Score -806843.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -806845.437500 Penalty: 875.056519
	Iteration 26Q: 3 clusters Score -806845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -806846.687500 Penalty: 875.056519
	Iteration 27Q: 3 clusters Score -806846.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -806847.937500 Penalty: 875.056519
	Iteration 28Q: 3 clusters Score -806847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -806847.500000 Penalty: 875.056519
	Iteration 29Q: 3 clusters Score -806847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -806848.375000 Penalty: 875.056519
	Iteration 30Q: 3 clusters Score -806848.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -806848.375000 Penalty: 875.056519
	Iteration 31F: 3 clusters Score -806848.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Entering Unmasked Estep 
Score: -2998774.500000 Penalty: 495.289001
	Iteration 0F: 2 clusters Score -2998774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -2962815.250000 Penalty: 990.578003
	Iteration 0F: 3 clusters Score -2962815 nChanged 25899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2979482.250000 Penalty: 990.578003
	Iteration 1F: 3 clusters Score -2979482 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2981921.750000 Penalty: 990.578003
	Iteration 2F: 3 clusters Score -2981922 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2985914.750000 Penalty: 990.578003
	Iteration 3F: 3 clusters Score -2985915 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2990830.750000 Penalty: 990.578003
	Iteration 4F: 3 clusters Score -2990831 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2994958.750000 Penalty: 990.578003
	Iteration 5F: 3 clusters Score -2994959 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2997176.250000 Penalty: 990.578003
	Iteration 6Q: 3 clusters Score -2997176 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2997978.000000 Penalty: 990.578003
	Iteration 7Q: 3 clusters Score -2997978 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2998221.250000 Penalty: 990.578003
	Iteration 8Q: 3 clusters Score -2998221 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2998276.750000 Penalty: 990.578003
	Iteration 9Q: 3 clusters Score -2998277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2998303.250000 Penalty: 990.578003
	Iteration 10Q: 3 clusters Score -2998303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2998317.250000 Penalty: 990.578003
	Iteration 11Q: 3 clusters Score -2998317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2998328.250000 Penalty: 990.578003
	Iteration 12Q: 3 clusters Score -2998328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2998330.750000 Penalty: 990.578003
	Iteration 13Q: 3 clusters Score -2998331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -2998332.250000 Penalty: 990.578003
	Iteration 14Q: 3 clusters Score -2998332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2998338.250000 Penalty: 990.578003
	Iteration 15Q: 3 clusters Score -2998338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2998341.250000 Penalty: 990.578003
	Iteration 16Q: 3 clusters Score -2998341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2998341.000000 Penalty: 990.578003
	Iteration 17Q: 3 clusters Score -2998341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2998341.000000 Penalty: 990.578003
	Iteration 18F: 3 clusters Score -2998341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -84924.507812 Penalty: 337.663574
	Iteration 0F: 2 clusters Score -84924.51 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 840 members 
Entering Unmasked Estep 
Score: -83735.570312 Penalty: 675.327148
	Iteration 0F: 3 clusters Score -83735.57 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -84271.617188 Penalty: 675.327148
	Iteration 1F: 3 clusters Score -84271.62 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -84417.421875 Penalty: 675.327148
	Iteration 2F: 3 clusters Score -84417.42 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -84510.117188 Penalty: 675.327148
	Iteration 3F: 3 clusters Score -84510.12 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -84596.750000 Penalty: 675.327148
	Iteration 4F: 3 clusters Score -84596.75 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -84664.312500 Penalty: 675.327148
	Iteration 5Q: 3 clusters Score -84664.31 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -84711.812500 Penalty: 675.327148
	Iteration 6Q: 3 clusters Score -84711.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -84735.296875 Penalty: 675.327148
	Iteration 7Q: 3 clusters Score -84735.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -84744.078125 Penalty: 675.327148
	Iteration 8Q: 3 clusters Score -84744.08 nChanged 17
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: -84750.851562 Penalty: 675.327148
	Iteration 9Q: 3 clusters Score -84750.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -84756.039062 Penalty: 675.327148
	Iteration 10Q: 3 clusters Score -84756.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -84759.898438 Penalty: 675.327148
	Iteration 11Q: 3 clusters Score -84759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -84760.125000 Penalty: 675.327148
	Iteration 12Q: 3 clusters Score -84760.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -84760.742188 Penalty: 675.327148
	Iteration 13Q: 3 clusters Score -84760.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -84761.179688 Penalty: 675.327148
	Iteration 14Q: 3 clusters Score -84761.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -84761.179688 Penalty: 675.327148
	Iteration 15F: 3 clusters Score -84761.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -39224.140625 Penalty: 300.541046
	Iteration 0F: 2 clusters Score -39224.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -38571.117188 Penalty: 601.082092
	Iteration 0F: 3 clusters Score -38571.12 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38746.167969 Penalty: 601.082092
	Iteration 1F: 3 clusters Score -38746.17 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -38792.132812 Penalty: 601.082092
	Iteration 2F: 3 clusters Score -38792.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -38819.093750 Penalty: 601.082092
	Iteration 3F: 3 clusters Score -38819.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -38841.464844 Penalty: 601.082092
	Iteration 4Q: 3 clusters Score -38841.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38865.679688 Penalty: 601.082092
	Iteration 5Q: 3 clusters Score -38865.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -38883.121094 Penalty: 601.082092
	Iteration 6Q: 3 clusters Score -38883.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38894.285156 Penalty: 601.082092
	Iteration 7Q: 3 clusters Score -38894.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -38906.812500 Penalty: 601.082092
	Iteration 8Q: 3 clusters Score -38906.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38923.554688 Penalty: 601.082092
	Iteration 9Q: 3 clusters Score -38923.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38935.667969 Penalty: 601.082092
	Iteration 10Q: 3 clusters Score -38935.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -38946.859375 Penalty: 601.082092
	Iteration 11Q: 3 clusters Score -38946.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -38958.273438 Penalty: 601.082092
	Iteration 12Q: 3 clusters Score -38958.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -38973.433594 Penalty: 601.082092
	Iteration 13Q: 3 clusters Score -38973.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -38989.320312 Penalty: 601.082092
	Iteration 14Q: 3 clusters Score -38989.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38998.617188 Penalty: 601.082092
	Iteration 15Q: 3 clusters Score -38998.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -39008.007812 Penalty: 601.082092
	Iteration 16Q: 3 clusters Score -39008.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -39014.636719 Penalty: 601.082092
	Iteration 17Q: 3 clusters Score -39014.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -39021.433594 Penalty: 601.082092
	Iteration 18Q: 3 clusters Score -39021.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39025.906250 Penalty: 601.082092
	Iteration 19Q: 3 clusters Score -39025.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -39027.296875 Penalty: 601.082092
	Iteration 20F: 3 clusters Score -39027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39028.558594 Penalty: 601.082092
	Iteration 21Q: 3 clusters Score -39028.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -39029.441406 Penalty: 601.082092
	Iteration 22Q: 3 clusters Score -39029.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39029.816406 Penalty: 601.082092
	Iteration 23Q: 3 clusters Score -39029.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -39029.816406 Penalty: 601.082092
	Iteration 24F: 3 clusters Score -39029.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Entering Unmasked Estep 
Score: -1069558.250000 Penalty: 450.162903
	Iteration 0F: 2 clusters Score -1069558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1056390.250000 Penalty: 900.325806
	Iteration 0F: 3 clusters Score -1056390 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1062401.875000 Penalty: 900.325806
	Iteration 1F: 3 clusters Score -1062402 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1062904.750000 Penalty: 900.325806
	Iteration 2F: 3 clusters Score -1062905 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1063647.250000 Penalty: 900.325806
	Iteration 3F: 3 clusters Score -1063647 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1064679.125000 Penalty: 900.325806
	Iteration 4F: 3 clusters Score -1064679 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1065921.750000 Penalty: 900.325806
	Iteration 5F: 3 clusters Score -1065922 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1066820.375000 Penalty: 900.325806
	Iteration 6F: 3 clusters Score -1066820 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1067258.625000 Penalty: 900.325806
	Iteration 7Q: 3 clusters Score -1067259 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1067524.125000 Penalty: 900.325806
	Iteration 8Q: 3 clusters Score -1067524 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1067741.750000 Penalty: 900.325806
	Iteration 9Q: 3 clusters Score -1067742 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1067912.750000 Penalty: 900.325806
	Iteration 10Q: 3 clusters Score -1067913 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1068032.250000 Penalty: 900.325806
	Iteration 11Q: 3 clusters Score -1068032 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1068110.625000 Penalty: 900.325806
	Iteration 12Q: 3 clusters Score -1068111 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1068162.000000 Penalty: 900.325806
	Iteration 13Q: 3 clusters Score -1068162 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1068213.500000 Penalty: 900.325806
	Iteration 14Q: 3 clusters Score -1068214 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1068258.125000 Penalty: 900.325806
	Iteration 15Q: 3 clusters Score -1068258 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1068295.625000 Penalty: 900.325806
	Iteration 16Q: 3 clusters Score -1068296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1068333.250000 Penalty: 900.325806
	Iteration 17Q: 3 clusters Score -1068333 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1068363.500000 Penalty: 900.325806
	Iteration 18Q: 3 clusters Score -1068364 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1068395.875000 Penalty: 900.325806
	Iteration 19Q: 3 clusters Score -1068396 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1068426.250000 Penalty: 900.325806
	Iteration 20F: 3 clusters Score -1068426 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1068460.250000 Penalty: 900.325806
	Iteration 21Q: 3 clusters Score -1068460 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1068498.625000 Penalty: 900.325806
	Iteration 22Q: 3 clusters Score -1068499 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1068537.375000 Penalty: 900.325806
	Iteration 23Q: 3 clusters Score -1068537 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1068576.375000 Penalty: 900.325806
	Iteration 24Q: 3 clusters Score -1068576 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1068609.750000 Penalty: 900.325806
	Iteration 25Q: 3 clusters Score -1068610 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1068651.750000 Penalty: 900.325806
	Iteration 26Q: 3 clusters Score -1068652 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1068698.875000 Penalty: 900.325806
	Iteration 27Q: 3 clusters Score -1068699 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1068744.000000 Penalty: 900.325806
	Iteration 28Q: 3 clusters Score -1068744 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1068775.625000 Penalty: 900.325806
	Iteration 29Q: 3 clusters Score -1068776 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1068814.375000 Penalty: 900.325806
	Iteration 30Q: 3 clusters Score -1068814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1068844.250000 Penalty: 900.325806
	Iteration 31Q: 3 clusters Score -1068844 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1068896.875000 Penalty: 900.325806
	Iteration 32Q: 3 clusters Score -1068897 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1068936.375000 Penalty: 900.325806
	Iteration 33Q: 3 clusters Score -1068936 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1068966.875000 Penalty: 900.325806
	Iteration 34Q: 3 clusters Score -1068967 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1068985.375000 Penalty: 900.325806
	Iteration 35Q: 3 clusters Score -1068985 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1069004.000000 Penalty: 900.325806
	Iteration 36Q: 3 clusters Score -1069004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1069022.125000 Penalty: 900.325806
	Iteration 37Q: 3 clusters Score -1069022 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1069031.750000 Penalty: 900.325806
	Iteration 38Q: 3 clusters Score -1069032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1069041.750000 Penalty: 900.325806
	Iteration 39Q: 3 clusters Score -1069042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1069050.000000 Penalty: 900.325806
	Iteration 40F: 3 clusters Score -1069050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1069060.125000 Penalty: 900.325806
	Iteration 41Q: 3 clusters Score -1069060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1069063.750000 Penalty: 900.325806
	Iteration 42Q: 3 clusters Score -1069064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1069069.500000 Penalty: 900.325806
	Iteration 43Q: 3 clusters Score -1069070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1069075.875000 Penalty: 900.325806
	Iteration 44Q: 3 clusters Score -1069076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1069082.625000 Penalty: 900.325806
	Iteration 45Q: 3 clusters Score -1069083 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1069089.125000 Penalty: 900.325806
	Iteration 46Q: 3 clusters Score -1069089 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1069092.375000 Penalty: 900.325806
	Iteration 47Q: 3 clusters Score -1069092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1069102.500000 Penalty: 900.325806
	Iteration 48Q: 3 clusters Score -1069102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1069106.375000 Penalty: 900.325806
	Iteration 49Q: 3 clusters Score -1069106 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1069109.250000 Penalty: 900.325806
	Iteration 50Q: 3 clusters Score -1069109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1069116.625000 Penalty: 900.325806
	Iteration 51Q: 3 clusters Score -1069117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1069119.250000 Penalty: 900.325806
	Iteration 52Q: 3 clusters Score -1069119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1069125.875000 Penalty: 900.325806
	Iteration 53Q: 3 clusters Score -1069126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1069127.250000 Penalty: 900.325806
	Iteration 54Q: 3 clusters Score -1069127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1069134.500000 Penalty: 900.325806
	Iteration 55Q: 3 clusters Score -1069134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1069133.750000 Penalty: 900.325806
	Iteration 56Q: 3 clusters Score -1069134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1069137.750000 Penalty: 900.325806
	Iteration 57Q: 3 clusters Score -1069138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1069145.375000 Penalty: 900.325806
	Iteration 58Q: 3 clusters Score -1069145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1069154.625000 Penalty: 900.325806
	Iteration 59Q: 3 clusters Score -1069155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1069161.750000 Penalty: 900.325806
	Iteration 60F: 3 clusters Score -1069162 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1069169.250000 Penalty: 900.325806
	Iteration 61Q: 3 clusters Score -1069169 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1069174.375000 Penalty: 900.325806
	Iteration 62Q: 3 clusters Score -1069174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1069178.500000 Penalty: 900.325806
	Iteration 63Q: 3 clusters Score -1069178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1069180.625000 Penalty: 900.325806
	Iteration 64Q: 3 clusters Score -1069181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1069185.000000 Penalty: 900.325806
	Iteration 65Q: 3 clusters Score -1069185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1069187.625000 Penalty: 900.325806
	Iteration 66Q: 3 clusters Score -1069188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1069191.875000 Penalty: 900.325806
	Iteration 67Q: 3 clusters Score -1069192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1069195.875000 Penalty: 900.325806
	Iteration 68Q: 3 clusters Score -1069196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1069195.125000 Penalty: 900.325806
	Iteration 69Q: 3 clusters Score -1069195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1069196.375000 Penalty: 900.325806
	Iteration 70Q: 3 clusters Score -1069196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1069201.500000 Penalty: 900.325806
	Iteration 71Q: 3 clusters Score -1069202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1069207.500000 Penalty: 900.325806
	Iteration 72Q: 3 clusters Score -1069208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1069204.500000 Penalty: 900.325806
	Iteration 73Q: 3 clusters Score -1069204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1069209.250000 Penalty: 900.325806
	Iteration 74Q: 3 clusters Score -1069209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1069214.500000 Penalty: 900.325806
	Iteration 75Q: 3 clusters Score -1069214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1069214.625000 Penalty: 900.325806
	Iteration 76Q: 3 clusters Score -1069215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1069215.250000 Penalty: 900.325806
	Iteration 77Q: 3 clusters Score -1069215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1069219.125000 Penalty: 900.325806
	Iteration 78Q: 3 clusters Score -1069219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1069223.500000 Penalty: 900.325806
	Iteration 79Q: 3 clusters Score -1069224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1069224.875000 Penalty: 900.325806
	Iteration 80F: 3 clusters Score -1069225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1069226.000000 Penalty: 900.325806
	Iteration 81Q: 3 clusters Score -1069226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1069228.750000 Penalty: 900.325806
	Iteration 82Q: 3 clusters Score -1069229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1069229.250000 Penalty: 900.325806
	Iteration 83Q: 3 clusters Score -1069229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1069230.500000 Penalty: 900.325806
	Iteration 84Q: 3 clusters Score -1069230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1069230.625000 Penalty: 900.325806
	Iteration 85Q: 3 clusters Score -1069231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1069230.625000 Penalty: 900.325806
	Iteration 86Q: 3 clusters Score -1069231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1069229.625000 Penalty: 900.325806
	Iteration 87Q: 3 clusters Score -1069230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1069230.625000 Penalty: 900.325806
	Iteration 88Q: 3 clusters Score -1069231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1069230.500000 Penalty: 900.325806
	Iteration 89Q: 3 clusters Score -1069230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1069230.000000 Penalty: 900.325806
	Iteration 90Q: 3 clusters Score -1069230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1069230.000000 Penalty: 900.325806
	Iteration 91Q: 3 clusters Score -1069230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1069231.500000 Penalty: 900.325806
	Iteration 92Q: 3 clusters Score -1069232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1069231.500000 Penalty: 900.325806
	Iteration 93F: 3 clusters Score -1069232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -164515.937500 Penalty: 364.501556
	Iteration 0F: 2 clusters Score -164515.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -162349.937500 Penalty: 729.003113
	Iteration 0F: 3 clusters Score -162349.9 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -163142.109375 Penalty: 729.003113
	Iteration 1F: 3 clusters Score -163142.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -163257.390625 Penalty: 729.003113
	Iteration 2F: 3 clusters Score -163257.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -163351.187500 Penalty: 729.003113
	Iteration 3F: 3 clusters Score -163351.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -163445.968750 Penalty: 729.003113
	Iteration 4F: 3 clusters Score -163446 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -163557.531250 Penalty: 729.003113
	Iteration 5F: 3 clusters Score -163557.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -163658.968750 Penalty: 729.003113
	Iteration 6Q: 3 clusters Score -163659 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -163774.953125 Penalty: 729.003113
	Iteration 7F: 3 clusters Score -163775 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -163908.812500 Penalty: 729.003113
	Iteration 8Q: 3 clusters Score -163908.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -163994.656250 Penalty: 729.003113
	Iteration 9Q: 3 clusters Score -163994.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -164037.718750 Penalty: 729.003113
	Iteration 10Q: 3 clusters Score -164037.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -164072.109375 Penalty: 729.003113
	Iteration 11Q: 3 clusters Score -164072.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -164088.890625 Penalty: 729.003113
	Iteration 12Q: 3 clusters Score -164088.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -164100.609375 Penalty: 729.003113
	Iteration 13Q: 3 clusters Score -164100.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -164114.125000 Penalty: 729.003113
	Iteration 14Q: 3 clusters Score -164114.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -164124.234375 Penalty: 729.003113
	Iteration 15Q: 3 clusters Score -164124.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -164132.984375 Penalty: 729.003113
	Iteration 16Q: 3 clusters Score -164133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -164138.953125 Penalty: 729.003113
	Iteration 17Q: 3 clusters Score -164139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -164145.687500 Penalty: 729.003113
	Iteration 18Q: 3 clusters Score -164145.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -164150.734375 Penalty: 729.003113
	Iteration 19Q: 3 clusters Score -164150.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -164155.093750 Penalty: 729.003113
	Iteration 20F: 3 clusters Score -164155.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -164160.859375 Penalty: 729.003113
	Iteration 21Q: 3 clusters Score -164160.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -164164.125000 Penalty: 729.003113
	Iteration 22Q: 3 clusters Score -164164.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -164168.187500 Penalty: 729.003113
	Iteration 23Q: 3 clusters Score -164168.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -164171.656250 Penalty: 729.003113
	Iteration 24Q: 3 clusters Score -164171.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -164175.593750 Penalty: 729.003113
	Iteration 25Q: 3 clusters Score -164175.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -164178.140625 Penalty: 729.003113
	Iteration 26Q: 3 clusters Score -164178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -164180.984375 Penalty: 729.003113
	Iteration 27Q: 3 clusters Score -164181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -164184.500000 Penalty: 729.003113
	Iteration 28Q: 3 clusters Score -164184.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -164188.703125 Penalty: 729.003113
	Iteration 29Q: 3 clusters Score -164188.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -164191.468750 Penalty: 729.003113
	Iteration 30Q: 3 clusters Score -164191.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -164194.015625 Penalty: 729.003113
	Iteration 31Q: 3 clusters Score -164194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -164196.468750 Penalty: 729.003113
	Iteration 32Q: 3 clusters Score -164196.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -164200.359375 Penalty: 729.003113
	Iteration 33Q: 3 clusters Score -164200.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -164202.281250 Penalty: 729.003113
	Iteration 34Q: 3 clusters Score -164202.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -164203.078125 Penalty: 729.003113
	Iteration 35Q: 3 clusters Score -164203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -164204.109375 Penalty: 729.003113
	Iteration 36Q: 3 clusters Score -164204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -164205.875000 Penalty: 729.003113
	Iteration 37Q: 3 clusters Score -164205.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -164206.390625 Penalty: 729.003113
	Iteration 38Q: 3 clusters Score -164206.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -164206.718750 Penalty: 729.003113
	Iteration 39Q: 3 clusters Score -164206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -164207.718750 Penalty: 729.003113
	Iteration 40F: 3 clusters Score -164207.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -164208.328125 Penalty: 729.003113
	Iteration 41Q: 3 clusters Score -164208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -164210.281250 Penalty: 729.003113
	Iteration 42Q: 3 clusters Score -164210.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -164211.234375 Penalty: 729.003113
	Iteration 43Q: 3 clusters Score -164211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -164211.187500 Penalty: 729.003113
	Iteration 44Q: 3 clusters Score -164211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -164211.296875 Penalty: 729.003113
	Iteration 45Q: 3 clusters Score -164211.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -164211.296875 Penalty: 729.003113
	Iteration 46F: 3 clusters Score -164211.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Entering Unmasked Estep 
Score: -1208248.375000 Penalty: 455.260620
	Iteration 0F: 2 clusters Score -1208248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1193502.875000 Penalty: 910.521240
	Iteration 0F: 3 clusters Score -1193503 nChanged 10574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1199815.875000 Penalty: 910.521240
	Iteration 1F: 3 clusters Score -1199816 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1200409.500000 Penalty: 910.521240
	Iteration 2F: 3 clusters Score -1200410 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1201313.250000 Penalty: 910.521240
	Iteration 3F: 3 clusters Score -1201313 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1202530.625000 Penalty: 910.521240
	Iteration 4F: 3 clusters Score -1202531 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1203834.500000 Penalty: 910.521240
	Iteration 5F: 3 clusters Score -1203834 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1204700.000000 Penalty: 910.521240
	Iteration 6F: 3 clusters Score -1204700 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1205091.750000 Penalty: 910.521240
	Iteration 7Q: 3 clusters Score -1205092 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1205339.500000 Penalty: 910.521240
	Iteration 8Q: 3 clusters Score -1205340 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1205577.750000 Penalty: 910.521240
	Iteration 9Q: 3 clusters Score -1205578 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1205875.625000 Penalty: 910.521240
	Iteration 10Q: 3 clusters Score -1205876 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1206254.000000 Penalty: 910.521240
	Iteration 11Q: 3 clusters Score -1206254 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1206675.250000 Penalty: 910.521240
	Iteration 12Q: 3 clusters Score -1206675 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1207070.625000 Penalty: 910.521240
	Iteration 13Q: 3 clusters Score -1207071 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1207385.625000 Penalty: 910.521240
	Iteration 14Q: 3 clusters Score -1207386 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1207615.250000 Penalty: 910.521240
	Iteration 15Q: 3 clusters Score -1207615 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1207755.000000 Penalty: 910.521240
	Iteration 16Q: 3 clusters Score -1207755 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1207821.000000 Penalty: 910.521240
	Iteration 17Q: 3 clusters Score -1207821 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1207864.750000 Penalty: 910.521240
	Iteration 18Q: 3 clusters Score -1207865 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1207894.125000 Penalty: 910.521240
	Iteration 19Q: 3 clusters Score -1207894 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1207944.375000 Penalty: 910.521240
	Iteration 20F: 3 clusters Score -1207944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1207954.500000 Penalty: 910.521240
	Iteration 21Q: 3 clusters Score -1207954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1207964.250000 Penalty: 910.521240
	Iteration 22Q: 3 clusters Score -1207964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1207967.250000 Penalty: 910.521240
	Iteration 23Q: 3 clusters Score -1207967 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1207973.000000 Penalty: 910.521240
	Iteration 24Q: 3 clusters Score -1207973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1207975.750000 Penalty: 910.521240
	Iteration 25Q: 3 clusters Score -1207976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1207976.625000 Penalty: 910.521240
	Iteration 26Q: 3 clusters Score -1207977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1207983.125000 Penalty: 910.521240
	Iteration 27Q: 3 clusters Score -1207983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1207981.125000 Penalty: 910.521240
	Iteration 28Q: 3 clusters Score -1207981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1207985.250000 Penalty: 910.521240
	Iteration 29Q: 3 clusters Score -1207985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1207984.500000 Penalty: 910.521240
	Iteration 30Q: 3 clusters Score -1207984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1207984.000000 Penalty: 910.521240
	Iteration 31Q: 3 clusters Score -1207984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1207985.875000 Penalty: 910.521240
	Iteration 32Q: 3 clusters Score -1207986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1207987.875000 Penalty: 910.521240
	Iteration 33Q: 3 clusters Score -1207988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1207993.000000 Penalty: 910.521240
	Iteration 34Q: 3 clusters Score -1207993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1207993.000000 Penalty: 910.521240
	Iteration 35Q: 3 clusters Score -1207993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1207993.250000 Penalty: 910.521240
	Iteration 36Q: 3 clusters Score -1207993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1207995.875000 Penalty: 910.521240
	Iteration 37Q: 3 clusters Score -1207996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1208002.875000 Penalty: 910.521240
	Iteration 38Q: 3 clusters Score -1208003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1208003.500000 Penalty: 910.521240
	Iteration 39Q: 3 clusters Score -1208004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1208005.500000 Penalty: 910.521240
	Iteration 40F: 3 clusters Score -1208006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1208005.000000 Penalty: 910.521240
	Iteration 41Q: 3 clusters Score -1208005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1208007.000000 Penalty: 910.521240
	Iteration 42Q: 3 clusters Score -1208007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1208009.500000 Penalty: 910.521240
	Iteration 43Q: 3 clusters Score -1208010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1208007.125000 Penalty: 910.521240
	Iteration 44Q: 3 clusters Score -1208007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1208008.125000 Penalty: 910.521240
	Iteration 45Q: 3 clusters Score -1208008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1208008.000000 Penalty: 910.521240
	Iteration 46Q: 3 clusters Score -1208008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1208011.875000 Penalty: 910.521240
	Iteration 47Q: 3 clusters Score -1208012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1208010.875000 Penalty: 910.521240
	Iteration 48Q: 3 clusters Score -1208011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1208014.250000 Penalty: 910.521240
	Iteration 49Q: 3 clusters Score -1208014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1208021.375000 Penalty: 910.521240
	Iteration 50Q: 3 clusters Score -1208021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1208023.125000 Penalty: 910.521240
	Iteration 51Q: 3 clusters Score -1208023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1208023.125000 Penalty: 910.521240
	Iteration 52Q: 3 clusters Score -1208023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1208019.750000 Penalty: 910.521240
	Iteration 53Q: 3 clusters Score -1208020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1208021.875000 Penalty: 910.521240
	Iteration 54Q: 3 clusters Score -1208022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1208023.500000 Penalty: 910.521240
	Iteration 55Q: 3 clusters Score -1208024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1208022.750000 Penalty: 910.521240
	Iteration 56Q: 3 clusters Score -1208023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1208023.625000 Penalty: 910.521240
	Iteration 57Q: 3 clusters Score -1208024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1208023.625000 Penalty: 910.521240
	Iteration 58Q: 3 clusters Score -1208024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1208024.000000 Penalty: 910.521240
	Iteration 59Q: 3 clusters Score -1208024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1208024.125000 Penalty: 910.521240
	Iteration 60F: 3 clusters Score -1208024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1208025.000000 Penalty: 910.521240
	Iteration 61Q: 3 clusters Score -1208025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1208024.750000 Penalty: 910.521240
	Iteration 62Q: 3 clusters Score -1208025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1208023.875000 Penalty: 910.521240
	Iteration 63Q: 3 clusters Score -1208024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1208023.875000 Penalty: 910.521240
	Iteration 64F: 3 clusters Score -1208024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Entering Unmasked Estep 
Score: -160248.359375 Penalty: 366.783295
	Iteration 0F: 2 clusters Score -160248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -158030.406250 Penalty: 733.566589
	Iteration 0F: 3 clusters Score -158030.4 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -158788.875000 Penalty: 733.566589
	Iteration 1F: 3 clusters Score -158788.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -158875.812500 Penalty: 733.566589
	Iteration 2F: 3 clusters Score -158875.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -158960.015625 Penalty: 733.566589
	Iteration 3F: 3 clusters Score -158960 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -159049.281250 Penalty: 733.566589
	Iteration 4F: 3 clusters Score -159049.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -159110.468750 Penalty: 733.566589
	Iteration 5Q: 3 clusters Score -159110.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -159155.312500 Penalty: 733.566589
	Iteration 6Q: 3 clusters Score -159155.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -159196.156250 Penalty: 733.566589
	Iteration 7Q: 3 clusters Score -159196.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -159249.921875 Penalty: 733.566589
	Iteration 8Q: 3 clusters Score -159249.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -159301.171875 Penalty: 733.566589
	Iteration 9Q: 3 clusters Score -159301.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -159340.750000 Penalty: 733.566589
	Iteration 10Q: 3 clusters Score -159340.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -159383.765625 Penalty: 733.566589
	Iteration 11Q: 3 clusters Score -159383.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -159439.593750 Penalty: 733.566589
	Iteration 12Q: 3 clusters Score -159439.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -159496.546875 Penalty: 733.566589
	Iteration 13Q: 3 clusters Score -159496.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -159577.718750 Penalty: 733.566589
	Iteration 14Q: 3 clusters Score -159577.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -159662.375000 Penalty: 733.566589
	Iteration 15Q: 3 clusters Score -159662.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -159762.515625 Penalty: 733.566589
	Iteration 16Q: 3 clusters Score -159762.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -159847.625000 Penalty: 733.566589
	Iteration 17Q: 3 clusters Score -159847.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -159916.484375 Penalty: 733.566589
	Iteration 18Q: 3 clusters Score -159916.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -159965.156250 Penalty: 733.566589
	Iteration 19Q: 3 clusters Score -159965.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -160009.250000 Penalty: 733.566589
	Iteration 20F: 3 clusters Score -160009.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -160047.859375 Penalty: 733.566589
	Iteration 21Q: 3 clusters Score -160047.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -160070.500000 Penalty: 733.566589
	Iteration 22Q: 3 clusters Score -160070.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -160081.250000 Penalty: 733.566589
	Iteration 23Q: 3 clusters Score -160081.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -160087.968750 Penalty: 733.566589
	Iteration 24Q: 3 clusters Score -160088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -160093.171875 Penalty: 733.566589
	Iteration 25Q: 3 clusters Score -160093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -160095.703125 Penalty: 733.566589
	Iteration 26Q: 3 clusters Score -160095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -160096.796875 Penalty: 733.566589
	Iteration 27Q: 3 clusters Score -160096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -160097.312500 Penalty: 733.566589
	Iteration 28Q: 3 clusters Score -160097.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -160097.656250 Penalty: 733.566589
	Iteration 29Q: 3 clusters Score -160097.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -160097.656250 Penalty: 733.566589
	Iteration 30F: 3 clusters Score -160097.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Entering Unmasked Estep 
Score: -353759.562500 Penalty: 400.637756
	Iteration 0F: 2 clusters Score -353759.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -349295.718750 Penalty: 801.275513
	Iteration 0F: 3 clusters Score -349295.7 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -351110.968750 Penalty: 801.275513
	Iteration 1F: 3 clusters Score -351111 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -351343.500000 Penalty: 801.275513
	Iteration 2F: 3 clusters Score -351343.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -351634.656250 Penalty: 801.275513
	Iteration 3F: 3 clusters Score -351634.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -352031.531250 Penalty: 801.275513
	Iteration 4F: 3 clusters Score -352031.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -352454.781250 Penalty: 801.275513
	Iteration 5F: 3 clusters Score -352454.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -352821.093750 Penalty: 801.275513
	Iteration 6F: 3 clusters Score -352821.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -353037.562500 Penalty: 801.275513
	Iteration 7Q: 3 clusters Score -353037.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -353161.312500 Penalty: 801.275513
	Iteration 8Q: 3 clusters Score -353161.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -353227.437500 Penalty: 801.275513
	Iteration 9Q: 3 clusters Score -353227.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -353282.593750 Penalty: 801.275513
	Iteration 10Q: 3 clusters Score -353282.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -353314.687500 Penalty: 801.275513
	Iteration 11Q: 3 clusters Score -353314.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -353340.875000 Penalty: 801.275513
	Iteration 12Q: 3 clusters Score -353340.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -353365.343750 Penalty: 801.275513
	Iteration 13Q: 3 clusters Score -353365.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -353372.593750 Penalty: 801.275513
	Iteration 14Q: 3 clusters Score -353372.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -353379.062500 Penalty: 801.275513
	Iteration 15Q: 3 clusters Score -353379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -353387.437500 Penalty: 801.275513
	Iteration 16Q: 3 clusters Score -353387.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -353393.656250 Penalty: 801.275513
	Iteration 17Q: 3 clusters Score -353393.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -353401.281250 Penalty: 801.275513
	Iteration 18Q: 3 clusters Score -353401.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -353406.625000 Penalty: 801.275513
	Iteration 19Q: 3 clusters Score -353406.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -353413.468750 Penalty: 801.275513
	Iteration 20F: 3 clusters Score -353413.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -353417.000000 Penalty: 801.275513
	Iteration 21Q: 3 clusters Score -353417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -353420.593750 Penalty: 801.275513
	Iteration 22Q: 3 clusters Score -353420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -353421.437500 Penalty: 801.275513
	Iteration 23Q: 3 clusters Score -353421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -353422.187500 Penalty: 801.275513
	Iteration 24Q: 3 clusters Score -353422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -353423.156250 Penalty: 801.275513
	Iteration 25Q: 3 clusters Score -353423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -353423.156250 Penalty: 801.275513
	Iteration 26F: 3 clusters Score -353423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Entering Unmasked Estep 
Score: -905984.875000 Penalty: 441.957703
	Iteration 0F: 2 clusters Score -905984.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -894972.062500 Penalty: 883.915405
	Iteration 0F: 3 clusters Score -894972.1 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -899718.312500 Penalty: 883.915405
	Iteration 1F: 3 clusters Score -899718.3 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -900168.062500 Penalty: 883.915405
	Iteration 2F: 3 clusters Score -900168.1 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -900741.187500 Penalty: 883.915405
	Iteration 3F: 3 clusters Score -900741.2 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -901417.937500 Penalty: 883.915405
	Iteration 4F: 3 clusters Score -901417.9 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -902266.187500 Penalty: 883.915405
	Iteration 5F: 3 clusters Score -902266.2 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -903297.937500 Penalty: 883.915405
	Iteration 6F: 3 clusters Score -903297.9 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -904235.125000 Penalty: 883.915405
	Iteration 7F: 3 clusters Score -904235.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -904907.812500 Penalty: 883.915405
	Iteration 8Q: 3 clusters Score -904907.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -905272.125000 Penalty: 883.915405
	Iteration 9Q: 3 clusters Score -905272.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -905452.375000 Penalty: 883.915405
	Iteration 10Q: 3 clusters Score -905452.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -905549.625000 Penalty: 883.915405
	Iteration 11Q: 3 clusters Score -905549.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -905593.187500 Penalty: 883.915405
	Iteration 12Q: 3 clusters Score -905593.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -905618.000000 Penalty: 883.915405
	Iteration 13Q: 3 clusters Score -905618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -905627.750000 Penalty: 883.915405
	Iteration 14Q: 3 clusters Score -905627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -905630.937500 Penalty: 883.915405
	Iteration 15Q: 3 clusters Score -905630.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -905636.125000 Penalty: 883.915405
	Iteration 16Q: 3 clusters Score -905636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -905640.437500 Penalty: 883.915405
	Iteration 17Q: 3 clusters Score -905640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -905642.312500 Penalty: 883.915405
	Iteration 18Q: 3 clusters Score -905642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -905642.750000 Penalty: 883.915405
	Iteration 19Q: 3 clusters Score -905642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -905644.062500 Penalty: 883.915405
	Iteration 20F: 3 clusters Score -905644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -905644.625000 Penalty: 883.915405
	Iteration 21Q: 3 clusters Score -905644.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -905644.625000 Penalty: 883.915405
	Iteration 22F: 3 clusters Score -905644.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (90916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90916 members 
Entering Unmasked Estep 
Score: -5021132.000000 Penalty: 519.504944
	Iteration 0F: 2 clusters Score -5021132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -4961330.000000 Penalty: 1039.009888
	Iteration 0F: 3 clusters Score -4961330 nChanged 44207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -4987594.500000 Penalty: 1039.009888
	Iteration 1F: 3 clusters Score -4987594 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -4988037.500000 Penalty: 1039.009888
	Iteration 2Q: 3 clusters Score -4988038 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -4988570.000000 Penalty: 1039.009888
	Iteration 3Q: 3 clusters Score -4988570 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -4989563.500000 Penalty: 1039.009888
	Iteration 4Q: 3 clusters Score -4989564 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -4991147.500000 Penalty: 1039.009888
	Iteration 5Q: 3 clusters Score -4991148 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -4994083.500000 Penalty: 1039.009888
	Iteration 6F: 3 clusters Score -4994084 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -4999139.000000 Penalty: 1039.009888
	Iteration 7F: 3 clusters Score -4999139 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 74782 members 
Entering Unmasked Estep 
Score: -5006071.500000 Penalty: 1039.009888
	Iteration 8F: 3 clusters Score -5006072 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -5012672.500000 Penalty: 1039.009888
	Iteration 9F: 3 clusters Score -5012672 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 86698 members 
Entering Unmasked Estep 
Score: -5016996.500000 Penalty: 1039.009888
	Iteration 10F: 3 clusters Score -5016996 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 89262 members 
Entering Unmasked Estep 
Score: -5019252.000000 Penalty: 1039.009888
	Iteration 11Q: 3 clusters Score -5019252 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -5020175.500000 Penalty: 1039.009888
	Iteration 12Q: 3 clusters Score -5020176 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 90684 members 
Entering Unmasked Estep 
Score: -5020477.000000 Penalty: 1039.009888
	Iteration 13Q: 3 clusters Score -5020477 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -5020579.000000 Penalty: 1039.009888
	Iteration 14Q: 3 clusters Score -5020579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -5020610.500000 Penalty: 1039.009888
	Iteration 15Q: 3 clusters Score -5020610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90829 members 
Entering Unmasked Estep 
Score: -5020636.500000 Penalty: 1039.009888
	Iteration 16Q: 3 clusters Score -5020636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 90835 members 
Entering Unmasked Estep 
Score: -5020655.500000 Penalty: 1039.009888
	Iteration 17Q: 3 clusters Score -5020656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -5020662.000000 Penalty: 1039.009888
	Iteration 18Q: 3 clusters Score -5020662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -5020665.500000 Penalty: 1039.009888
	Iteration 19Q: 3 clusters Score -5020666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 90843 members 
Entering Unmasked Estep 
Score: -5020674.000000 Penalty: 1039.009888
	Iteration 20F: 3 clusters Score -5020674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -5020675.000000 Penalty: 1039.009888
	Iteration 21Q: 3 clusters Score -5020675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -5020675.000000 Penalty: 1039.009888
	Iteration 22F: 3 clusters Score -5020675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -87426.218750 Penalty: 340.895233
	Iteration 0F: 2 clusters Score -87426.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -86120.867188 Penalty: 681.790466
	Iteration 0F: 3 clusters Score -86120.87 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -86528.156250 Penalty: 681.790466
	Iteration 1F: 3 clusters Score -86528.16 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -86582.414062 Penalty: 681.790466
	Iteration 2F: 3 clusters Score -86582.41 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -86640.273438 Penalty: 681.790466
	Iteration 3F: 3 clusters Score -86640.27 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -86700.859375 Penalty: 681.790466
	Iteration 4F: 3 clusters Score -86700.86 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -86775.867188 Penalty: 681.790466
	Iteration 5F: 3 clusters Score -86775.87 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -86829.859375 Penalty: 681.790466
	Iteration 6Q: 3 clusters Score -86829.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -86865.351562 Penalty: 681.790466
	Iteration 7Q: 3 clusters Score -86865.35 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -86900.414062 Penalty: 681.790466
	Iteration 8Q: 3 clusters Score -86900.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -86951.195312 Penalty: 681.790466
	Iteration 9Q: 3 clusters Score -86951.2 nChanged 66
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: -87005.312500 Penalty: 681.790466
	Iteration 10Q: 3 clusters Score -87005.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -87048.515625 Penalty: 681.790466
	Iteration 11Q: 3 clusters Score -87048.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -87076.171875 Penalty: 681.790466
	Iteration 12Q: 3 clusters Score -87076.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -87097.453125 Penalty: 681.790466
	Iteration 13Q: 3 clusters Score -87097.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -87118.132812 Penalty: 681.790466
	Iteration 14Q: 3 clusters Score -87118.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -87138.328125 Penalty: 681.790466
	Iteration 15Q: 3 clusters Score -87138.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -87151.085938 Penalty: 681.790466
	Iteration 16Q: 3 clusters Score -87151.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -87163.015625 Penalty: 681.790466
	Iteration 17Q: 3 clusters Score -87163.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -87170.421875 Penalty: 681.790466
	Iteration 18Q: 3 clusters Score -87170.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -87172.953125 Penalty: 681.790466
	Iteration 19Q: 3 clusters Score -87172.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -87174.671875 Penalty: 681.790466
	Iteration 20F: 3 clusters Score -87174.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -87178.765625 Penalty: 681.790466
	Iteration 21Q: 3 clusters Score -87178.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -87180.007812 Penalty: 681.790466
	Iteration 22Q: 3 clusters Score -87180.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -87180.328125 Penalty: 681.790466
	Iteration 23Q: 3 clusters Score -87180.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -87180.328125 Penalty: 681.790466
	Iteration 24F: 3 clusters Score -87180.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (181871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181871 members 
Entering Unmasked Estep 
Score: -9439750.000000 Penalty: 551.052917
	Iteration 0F: 2 clusters Score -9439750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -9329176.000000 Penalty: 1102.105835
	Iteration 0F: 3 clusters Score -9329176 nChanged 89692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95035 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -9391897.000000 Penalty: 1102.105835
	Iteration 1F: 3 clusters Score -9391897 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 87046 members 
Entering Unmasked Estep 
Score: -9401163.000000 Penalty: 1102.105835
	Iteration 2F: 3 clusters Score -9401163 nChanged 14622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93215 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -9414687.000000 Penalty: 1102.105835
	Iteration 3F: 3 clusters Score -9414687 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90331 members 
Mstep: Class 2 contains 91540 members 
Entering Unmasked Estep 
Score: -9425891.000000 Penalty: 1102.105835
	Iteration 4F: 3 clusters Score -9425891 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -9430632.000000 Penalty: 1102.105835
	Iteration 5F: 3 clusters Score -9430632 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -9432706.000000 Penalty: 1102.105835
	Iteration 6Q: 3 clusters Score -9432706 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -9434328.000000 Penalty: 1102.105835
	Iteration 7Q: 3 clusters Score -9434328 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 103633 members 
Entering Unmasked Estep 
Score: -9436163.000000 Penalty: 1102.105835
	Iteration 8Q: 3 clusters Score -9436163 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 106557 members 
Entering Unmasked Estep 
Score: -9437799.000000 Penalty: 1102.105835
	Iteration 9Q: 3 clusters Score -9437799 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 109112 members 
Entering Unmasked Estep 
Score: -9439276.000000 Penalty: 1102.105835
	Iteration 10Q: 3 clusters Score -9439276 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 111349 members 
Entering Unmasked Estep 
Score: -9440286.000000 Penalty: 1102.105835
	Iteration 11Q: 3 clusters Score -9440286 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 113170 members 
Entering Unmasked Estep 
Score: -9441148.000000 Penalty: 1102.105835
	Iteration 12Q: 3 clusters Score -9441148 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 114520 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9441644 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 115591 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9441938 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 116534 members 
Entering Unmasked Estep 
Score: -9442118.000000 Penalty: 1102.105835
	Iteration 15Q: 3 clusters Score -9442118 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 117337 members 
Entering Unmasked Estep 
Score: -9442245.000000 Penalty: 1102.105835
	Iteration 16Q: 3 clusters Score -9442245 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 118046 members 
Entering Unmasked Estep 
Score: -9442417.000000 Penalty: 1102.105835
	Iteration 17Q: 3 clusters Score -9442417 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63200 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -9442438.000000 Penalty: 1102.105835
	Iteration 18Q: 3 clusters Score -9442438 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 119227 members 
Entering Unmasked Estep 
Score: -9442465.000000 Penalty: 1102.105835
	Iteration 19Q: 3 clusters Score -9442465 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 119719 members 
Entering Unmasked Estep 
Score: -9442495.000000 Penalty: 1102.105835
	Iteration 20F: 3 clusters Score -9442495 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61674 members 
Mstep: Class 2 contains 120197 members 
Entering Unmasked Estep 
Score: -9442476.000000 Penalty: 1102.105835
	Iteration 21Q: 3 clusters Score -9442476 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 120608 members 
Entering Unmasked Estep 
Score: -9442518.000000 Penalty: 1102.105835
	Iteration 22Q: 3 clusters Score -9442518 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Mstep: Class 2 contains 121017 members 
Entering Unmasked Estep 
Score: -9442516.000000 Penalty: 1102.105835
	Iteration 23Q: 3 clusters Score -9442516 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 121386 members 
Entering Unmasked Estep 
Score: -9442522.000000 Penalty: 1102.105835
	Iteration 24Q: 3 clusters Score -9442522 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 121723 members 
Entering Unmasked Estep 
Score: -9442540.000000 Penalty: 1102.105835
	Iteration 25Q: 3 clusters Score -9442540 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 122036 members 
Entering Unmasked Estep 
Score: -9442562.000000 Penalty: 1102.105835
	Iteration 26Q: 3 clusters Score -9442562 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 122366 members 
Entering Unmasked Estep 
Score: -9442594.000000 Penalty: 1102.105835
	Iteration 27Q: 3 clusters Score -9442594 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 122692 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9442665 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 123004 members 
Entering Unmasked Estep 
Score: -9442685.000000 Penalty: 1102.105835
	Iteration 29Q: 3 clusters Score -9442685 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 123284 members 
Entering Unmasked Estep 
Score: -9442725.000000 Penalty: 1102.105835
	Iteration 30Q: 3 clusters Score -9442725 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 123566 members 
Entering Unmasked Estep 
Score: -9442780.000000 Penalty: 1102.105835
	Iteration 31Q: 3 clusters Score -9442780 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 123847 members 
Entering Unmasked Estep 
Score: -9442802.000000 Penalty: 1102.105835
	Iteration 32Q: 3 clusters Score -9442802 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 124129 members 
Entering Unmasked Estep 
Score: -9442812.000000 Penalty: 1102.105835
	Iteration 33Q: 3 clusters Score -9442812 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 124361 members 
Entering Unmasked Estep 
Score: -9442862.000000 Penalty: 1102.105835
	Iteration 34Q: 3 clusters Score -9442862 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 124598 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9442884 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 124830 members 
Entering Unmasked Estep 
Score: -9442918.000000 Penalty: 1102.105835
	Iteration 36Q: 3 clusters Score -9442918 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 125075 members 
Entering Unmasked Estep 
Score: -9442929.000000 Penalty: 1102.105835
	Iteration 37Q: 3 clusters Score -9442929 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 125325 members 
Entering Unmasked Estep 
Score: -9442993.000000 Penalty: 1102.105835
	Iteration 38Q: 3 clusters Score -9442993 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -9443027.000000 Penalty: 1102.105835
	Iteration 39Q: 3 clusters Score -9443027 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 125831 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9443045 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 126103 members 
Entering Unmasked Estep 
Score: -9443115.000000 Penalty: 1102.105835
	Iteration 41Q: 3 clusters Score -9443115 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 126421 members 
Entering Unmasked Estep 
Score: -9443181.000000 Penalty: 1102.105835
	Iteration 42Q: 3 clusters Score -9443181 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 126737 members 
Entering Unmasked Estep 
Score: -9443236.000000 Penalty: 1102.105835
	Iteration 43Q: 3 clusters Score -9443236 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 127064 members 
Entering Unmasked Estep 
Score: -9443250.000000 Penalty: 1102.105835
	Iteration 44Q: 3 clusters Score -9443250 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 127392 members 
Entering Unmasked Estep 
Score: -9443276.000000 Penalty: 1102.105835
	Iteration 45Q: 3 clusters Score -9443276 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 127773 members 
Entering Unmasked Estep 
Score: -9443328.000000 Penalty: 1102.105835
	Iteration 46Q: 3 clusters Score -9443328 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 128177 members 
Entering Unmasked Estep 
Score: -9443371.000000 Penalty: 1102.105835
	Iteration 47Q: 3 clusters Score -9443371 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 128619 members 
Entering Unmasked Estep 
Score: -9443412.000000 Penalty: 1102.105835
	Iteration 48Q: 3 clusters Score -9443412 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 129051 members 
Entering Unmasked Estep 
Score: -9443489.000000 Penalty: 1102.105835
	Iteration 49Q: 3 clusters Score -9443489 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 129505 members 
Entering Unmasked Estep 
Score: -9443524.000000 Penalty: 1102.105835
	Iteration 50Q: 3 clusters Score -9443524 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 129961 members 
Entering Unmasked Estep 
Score: -9443554.000000 Penalty: 1102.105835
	Iteration 51Q: 3 clusters Score -9443554 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 130393 members 
Entering Unmasked Estep 
Score: -9443635.000000 Penalty: 1102.105835
	Iteration 52Q: 3 clusters Score -9443635 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 130798 members 
Entering Unmasked Estep 
Score: -9443709.000000 Penalty: 1102.105835
	Iteration 53Q: 3 clusters Score -9443709 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 131217 members 
Entering Unmasked Estep 
Score: -9443773.000000 Penalty: 1102.105835
	Iteration 54Q: 3 clusters Score -9443773 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 131653 members 
Entering Unmasked Estep 
Score: -9443856.000000 Penalty: 1102.105835
	Iteration 55Q: 3 clusters Score -9443856 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 132051 members 
Entering Unmasked Estep 
Score: -9443884.000000 Penalty: 1102.105835
	Iteration 56Q: 3 clusters Score -9443884 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 132471 members 
Entering Unmasked Estep 
Score: -9443958.000000 Penalty: 1102.105835
	Iteration 57Q: 3 clusters Score -9443958 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 132943 members 
Entering Unmasked Estep 
Score: -9444032.000000 Penalty: 1102.105835
	Iteration 58Q: 3 clusters Score -9444032 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 133454 members 
Entering Unmasked Estep 
Score: -9444119.000000 Penalty: 1102.105835
	Iteration 59Q: 3 clusters Score -9444119 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -9444184.000000 Penalty: 1102.105835
	Iteration 60F: 3 clusters Score -9444184 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 134482 members 
Entering Unmasked Estep 
Score: -9444284.000000 Penalty: 1102.105835
	Iteration 61Q: 3 clusters Score -9444284 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 135029 members 
Entering Unmasked Estep 
Score: -9444368.000000 Penalty: 1102.105835
	Iteration 62Q: 3 clusters Score -9444368 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -9444465.000000 Penalty: 1102.105835
	Iteration 63Q: 3 clusters Score -9444465 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 136117 members 
Entering Unmasked Estep 
Score: -9444536.000000 Penalty: 1102.105835
	Iteration 64Q: 3 clusters Score -9444536 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 136709 members 
Entering Unmasked Estep 
Score: -9444649.000000 Penalty: 1102.105835
	Iteration 65Q: 3 clusters Score -9444649 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 137284 members 
Entering Unmasked Estep 
Score: -9444764.000000 Penalty: 1102.105835
	Iteration 66Q: 3 clusters Score -9444764 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 137853 members 
Entering Unmasked Estep 
Score: -9444787.000000 Penalty: 1102.105835
	Iteration 67Q: 3 clusters Score -9444787 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 138435 members 
Entering Unmasked Estep 
Score: -9444905.000000 Penalty: 1102.105835
	Iteration 68Q: 3 clusters Score -9444905 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 139021 members 
Entering Unmasked Estep 
Score: -9444954.000000 Penalty: 1102.105835
	Iteration 69Q: 3 clusters Score -9444954 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 139592 members 
Entering Unmasked Estep 
Score: -9445018.000000 Penalty: 1102.105835
	Iteration 70Q: 3 clusters Score -9445018 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -9445058.000000 Penalty: 1102.105835
	Iteration 71Q: 3 clusters Score -9445058 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 140679 members 
Entering Unmasked Estep 
Score: -9445097.000000 Penalty: 1102.105835
	Iteration 72Q: 3 clusters Score -9445097 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 141217 members 
Entering Unmasked Estep 
Score: -9445211.000000 Penalty: 1102.105835
	Iteration 73Q: 3 clusters Score -9445211 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 141747 members 
Entering Unmasked Estep 
Score: -9445318.000000 Penalty: 1102.105835
	Iteration 74Q: 3 clusters Score -9445318 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 142281 members 
Entering Unmasked Estep 
Score: -9445352.000000 Penalty: 1102.105835
	Iteration 75Q: 3 clusters Score -9445352 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 142808 members 
Entering Unmasked Estep 
Score: -9445421.000000 Penalty: 1102.105835
	Iteration 76Q: 3 clusters Score -9445421 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 143320 members 
Entering Unmasked Estep 
Score: -9445435.000000 Penalty: 1102.105835
	Iteration 77Q: 3 clusters Score -9445435 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 143822 members 
Entering Unmasked Estep 
Score: -9445529.000000 Penalty: 1102.105835
	Iteration 78Q: 3 clusters Score -9445529 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 144319 members 
Entering Unmasked Estep 
Score: -9445580.000000 Penalty: 1102.105835
	Iteration 79Q: 3 clusters Score -9445580 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 144814 members 
Entering Unmasked Estep 
Score: -9445647.000000 Penalty: 1102.105835
	Iteration 80F: 3 clusters Score -9445647 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 145264 members 
Entering Unmasked Estep 
Score: -9445678.000000 Penalty: 1102.105835
	Iteration 81Q: 3 clusters Score -9445678 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 145724 members 
Entering Unmasked Estep 
Score: -9445700.000000 Penalty: 1102.105835
	Iteration 82Q: 3 clusters Score -9445700 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 146199 members 
Entering Unmasked Estep 
Score: -9445880.000000 Penalty: 1102.105835
	Iteration 83Q: 3 clusters Score -9445880 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 146591 members 
Entering Unmasked Estep 
Score: -9446047.000000 Penalty: 1102.105835
	Iteration 84Q: 3 clusters Score -9446047 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 146934 members 
Entering Unmasked Estep 
Score: -9446195.000000 Penalty: 1102.105835
	Iteration 85Q: 3 clusters Score -9446195 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 147253 members 
Entering Unmasked Estep 
Score: -9446329.000000 Penalty: 1102.105835
	Iteration 86Q: 3 clusters Score -9446329 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 147569 members 
Entering Unmasked Estep 
Score: -9446496.000000 Penalty: 1102.105835
	Iteration 87Q: 3 clusters Score -9446496 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 147867 members 
Entering Unmasked Estep 
Score: -9446648.000000 Penalty: 1102.105835
	Iteration 88Q: 3 clusters Score -9446648 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 148127 members 
Entering Unmasked Estep 
Score: -9446773.000000 Penalty: 1102.105835
	Iteration 89Q: 3 clusters Score -9446773 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 148354 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9446847 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 148571 members 
Entering Unmasked Estep 
Score: -9446920.000000 Penalty: 1102.105835
	Iteration 91Q: 3 clusters Score -9446920 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 148781 members 
Entering Unmasked Estep 
Score: -9447006.000000 Penalty: 1102.105835
	Iteration 92Q: 3 clusters Score -9447006 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 148958 members 
Entering Unmasked Estep 
Score: -9447056.000000 Penalty: 1102.105835
	Iteration 93Q: 3 clusters Score -9447056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 149120 members 
Entering Unmasked Estep 
Score: -9447146.000000 Penalty: 1102.105835
	Iteration 94Q: 3 clusters Score -9447146 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 149292 members 
Entering Unmasked Estep 
Score: -9447212.000000 Penalty: 1102.105835
	Iteration 95Q: 3 clusters Score -9447212 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 149499 members 
Entering Unmasked Estep 
Score: -9447391.000000 Penalty: 1102.105835
	Iteration 96Q: 3 clusters Score -9447391 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 149749 members 
Entering Unmasked Estep 
Score: -9447523.000000 Penalty: 1102.105835
	Iteration 97Q: 3 clusters Score -9447523 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -9447687.000000 Penalty: 1102.105835
	Iteration 98Q: 3 clusters Score -9447687 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 150319 members 
Entering Unmasked Estep 
Score: -9447928.000000 Penalty: 1102.105835
	Iteration 99Q: 3 clusters Score -9447928 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 150669 members 
Entering Unmasked Estep 
Score: -9448189.000000 Penalty: 1102.105835
	Iteration 100F: 3 clusters Score -9448189 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 151092 members 
Entering Unmasked Estep 
Score: -9448413.000000 Penalty: 1102.105835
	Iteration 101Q: 3 clusters Score -9448413 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 151567 members 
Entering Unmasked Estep 
Score: -9448646.000000 Penalty: 1102.105835
	Iteration 102Q: 3 clusters Score -9448646 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 152100 members 
Entering Unmasked Estep 
Score: -9448902.000000 Penalty: 1102.105835
	Iteration 103Q: 3 clusters Score -9448902 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 152687 members 
Entering Unmasked Estep 
Score: -9449151.000000 Penalty: 1102.105835
	Iteration 104Q: 3 clusters Score -9449151 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 153298 members 
Entering Unmasked Estep 
Score: -9449390.000000 Penalty: 1102.105835
	Iteration 105Q: 3 clusters Score -9449390 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 153984 members 
Entering Unmasked Estep 
Score: -9449588.000000 Penalty: 1102.105835
	Iteration 106Q: 3 clusters Score -9449588 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -9449766.000000 Penalty: 1102.105835
	Iteration 107Q: 3 clusters Score -9449766 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 155519 members 
Entering Unmasked Estep 
Score: -9449966.000000 Penalty: 1102.105835
	Iteration 108Q: 3 clusters Score -9449966 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 156430 members 
Entering Unmasked Estep 
Score: -9450247.000000 Penalty: 1102.105835
	Iteration 109Q: 3 clusters Score -9450247 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -9450340.000000 Penalty: 1102.105835
	Iteration 110Q: 3 clusters Score -9450340 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 158675 members 
Entering Unmasked Estep 
Score: -9450375.000000 Penalty: 1102.105835
	Iteration 111Q: 3 clusters Score -9450375 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -9450379.000000 Penalty: 1102.105835
	Iteration 112Q: 3 clusters Score -9450379 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 161330 members 
Entering Unmasked Estep 
Score: -9450171.000000 Penalty: 1102.105835
	Iteration 113Q: 3 clusters Score -9450171 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 162721 members 
Entering Unmasked Estep 
Score: -9449934.000000 Penalty: 1102.105835
	Iteration 114Q: 3 clusters Score -9449934 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 164131 members 
Entering Unmasked Estep 
Score: -9449553.000000 Penalty: 1102.105835
	Iteration 115Q: 3 clusters Score -9449553 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 165508 members 
Entering Unmasked Estep 
Score: -9449110.000000 Penalty: 1102.105835
	Iteration 116Q: 3 clusters Score -9449110 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 166857 members 
Entering Unmasked Estep 
Score: -9448510.000000 Penalty: 1102.105835
	Iteration 117Q: 3 clusters Score -9448510 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 168105 members 
Entering Unmasked Estep 
Score: -9447938.000000 Penalty: 1102.105835
	Iteration 118Q: 3 clusters Score -9447938 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 169411 members 
Entering Unmasked Estep 
Score: -9447281.000000 Penalty: 1102.105835
	Iteration 119Q: 3 clusters Score -9447281 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 170616 members 
Entering Unmasked Estep 
Score: -9446677.000000 Penalty: 1102.105835
	Iteration 120F: 3 clusters Score -9446677 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 171806 members 
Entering Unmasked Estep 
Score: -9445988.000000 Penalty: 1102.105835
	Iteration 121Q: 3 clusters Score -9445988 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 172957 members 
Entering Unmasked Estep 
Score: -9445298.000000 Penalty: 1102.105835
	Iteration 122Q: 3 clusters Score -9445298 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 174038 members 
Entering Unmasked Estep 
Score: -9444656.000000 Penalty: 1102.105835
	Iteration 123Q: 3 clusters Score -9444656 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 175061 members 
Entering Unmasked Estep 
Score: -9443983.000000 Penalty: 1102.105835
	Iteration 124Q: 3 clusters Score -9443983 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 176029 members 
Entering Unmasked Estep 
Score: -9443442.000000 Penalty: 1102.105835
	Iteration 125Q: 3 clusters Score -9443442 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 176902 members 
Entering Unmasked Estep 
Score: -9442905.000000 Penalty: 1102.105835
	Iteration 126Q: 3 clusters Score -9442905 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 177674 members 
Entering Unmasked Estep 
Score: -9442402.000000 Penalty: 1102.105835
	Iteration 127Q: 3 clusters Score -9442402 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 178352 members 
Entering Unmasked Estep 
Score: -9441960.000000 Penalty: 1102.105835
	Iteration 128Q: 3 clusters Score -9441960 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 178995 members 
Entering Unmasked Estep 
Score: -9441502.000000 Penalty: 1102.105835
	Iteration 129Q: 3 clusters Score -9441502 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 179554 members 
Entering Unmasked Estep 
Score: -9441127.000000 Penalty: 1102.105835
	Iteration 130Q: 3 clusters Score -9441127 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 180038 members 
Entering Unmasked Estep 
Score: -9440784.000000 Penalty: 1102.105835
	Iteration 131Q: 3 clusters Score -9440784 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 180448 members 
Entering Unmasked Estep 
Score: -9440469.000000 Penalty: 1102.105835
	Iteration 132Q: 3 clusters Score -9440469 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 180770 members 
Entering Unmasked Estep 
Score: -9440215.000000 Penalty: 1102.105835
	Iteration 133Q: 3 clusters Score -9440215 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 181027 members 
Entering Unmasked Estep 
Score: -9440015.000000 Penalty: 1102.105835
	Iteration 134Q: 3 clusters Score -9440015 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 181194 members 
Entering Unmasked Estep 
Score: -9439863.000000 Penalty: 1102.105835
	Iteration 135Q: 3 clusters Score -9439863 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 181314 members 
Entering Unmasked Estep 
Score: -9439770.000000 Penalty: 1102.105835
	Iteration 136Q: 3 clusters Score -9439770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 181398 members 
Entering Unmasked Estep 
Score: -9439734.000000 Penalty: 1102.105835
	Iteration 137Q: 3 clusters Score -9439734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 181456 members 
Entering Unmasked Estep 
Score: -9439675.000000 Penalty: 1102.105835
	Iteration 138Q: 3 clusters Score -9439675 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 181502 members 
Entering Unmasked Estep 
Score: -9439622.000000 Penalty: 1102.105835
	Iteration 139Q: 3 clusters Score -9439622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 181540 members 
Entering Unmasked Estep 
Score: -9439577.000000 Penalty: 1102.105835
	Iteration 140F: 3 clusters Score -9439577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 181570 members 
Entering Unmasked Estep 
Score: -9439565.000000 Penalty: 1102.105835
	Iteration 141Q: 3 clusters Score -9439565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 181587 members 
Entering Unmasked Estep 
Score: -9439560.000000 Penalty: 1102.105835
	Iteration 142Q: 3 clusters Score -9439560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 181608 members 
Entering Unmasked Estep 
Score: -9439537.000000 Penalty: 1102.105835
	Iteration 143Q: 3 clusters Score -9439537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 181626 members 
Entering Unmasked Estep 
Score: -9439525.000000 Penalty: 1102.105835
	Iteration 144Q: 3 clusters Score -9439525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 181637 members 
Entering Unmasked Estep 
Score: -9439530.000000 Penalty: 1102.105835
	Iteration 145Q: 3 clusters Score -9439530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 181641 members 
Entering Unmasked Estep 
Score: -9439532.000000 Penalty: 1102.105835
	Iteration 146Q: 3 clusters Score -9439532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 181647 members 
Entering Unmasked Estep 
Score: -9439529.000000 Penalty: 1102.105835
	Iteration 147Q: 3 clusters Score -9439529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 181651 members 
Entering Unmasked Estep 
Score: -9439523.000000 Penalty: 1102.105835
	Iteration 148Q: 3 clusters Score -9439523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 181655 members 
Entering Unmasked Estep 
Score: -9439523.000000 Penalty: 1102.105835
	Iteration 149Q: 3 clusters Score -9439523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 181658 members 
Entering Unmasked Estep 
Score: -9439522.000000 Penalty: 1102.105835
	Iteration 150Q: 3 clusters Score -9439522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 181659 members 
Entering Unmasked Estep 
Score: -9439524.000000 Penalty: 1102.105835
	Iteration 151Q: 3 clusters Score -9439524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 181661 members 
Entering Unmasked Estep 
Score: -9439516.000000 Penalty: 1102.105835
	Iteration 152Q: 3 clusters Score -9439516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 181664 members 
Entering Unmasked Estep 
Score: -9439516.000000 Penalty: 1102.105835
	Iteration 153Q: 3 clusters Score -9439516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 181666 members 
Entering Unmasked Estep 
Score: -9439515.000000 Penalty: 1102.105835
	Iteration 154Q: 3 clusters Score -9439515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 181668 members 
Entering Unmasked Estep 
Score: -9439521.000000 Penalty: 1102.105835
	Iteration 155Q: 3 clusters Score -9439521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181669 members 
Entering Unmasked Estep 
Score: -9439509.000000 Penalty: 1102.105835
	Iteration 156Q: 3 clusters Score -9439509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 181672 members 
Entering Unmasked Estep 
Score: -9439500.000000 Penalty: 1102.105835
	Iteration 157Q: 3 clusters Score -9439500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 181673 members 
Entering Unmasked Estep 
Score: -9439504.000000 Penalty: 1102.105835
	Iteration 158Q: 3 clusters Score -9439504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 181674 members 
Entering Unmasked Estep 
Score: -9439500.000000 Penalty: 1102.105835
	Iteration 159Q: 3 clusters Score -9439500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 181675 members 
Entering Unmasked Estep 
Score: -9439494.000000 Penalty: 1102.105835
	Iteration 160F: 3 clusters Score -9439494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 181676 members 
Entering Unmasked Estep 
Score: -9439495.000000 Penalty: 1102.105835
	Iteration 161Q: 3 clusters Score -9439495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 181676 members 
Entering Unmasked Estep 
Score: -9439495.000000 Penalty: 1102.105835
	Iteration 162F: 3 clusters Score -9439495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (171608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171608 members 
Entering Unmasked Estep 
Score: -8992666.000000 Penalty: 548.410034
	Iteration 0F: 2 clusters Score -8992666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -8880524.000000 Penalty: 1096.820068
	Iteration 0F: 3 clusters Score -8880524 nChanged 84354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 94887 members 
Entering Unmasked Estep 
Score: -8933493.000000 Penalty: 1096.820068
	Iteration 1F: 3 clusters Score -8933493 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 98751 members 
Entering Unmasked Estep 
Score: -8936589.000000 Penalty: 1096.820068
	Iteration 2F: 3 clusters Score -8936589 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 102690 members 
Entering Unmasked Estep 
Score: -8940749.000000 Penalty: 1096.820068
	Iteration 3F: 3 clusters Score -8940749 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 105807 members 
Entering Unmasked Estep 
Score: -8946558.000000 Penalty: 1096.820068
	Iteration 4F: 3 clusters Score -8946558 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 107095 members 
Entering Unmasked Estep 
Score: -8954546.000000 Penalty: 1096.820068
	Iteration 5F: 3 clusters Score -8954546 nChanged 13089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -8965460.000000 Penalty: 1096.820068
	Iteration 6F: 3 clusters Score -8965460 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -8974031.000000 Penalty: 1096.820068
	Iteration 7F: 3 clusters Score -8974031 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 99855 members 
Entering Unmasked Estep 
Score: -8977497.000000 Penalty: 1096.820068
	Iteration 8F: 3 clusters Score -8977497 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -8978999.000000 Penalty: 1096.820068
	Iteration 9Q: 3 clusters Score -8978999 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -8980491.000000 Penalty: 1096.820068
	Iteration 10Q: 3 clusters Score -8980491 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 92573 members 
Entering Unmasked Estep 
Score: -8981660.000000 Penalty: 1096.820068
	Iteration 11Q: 3 clusters Score -8981660 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -8982410.000000 Penalty: 1096.820068
	Iteration 12Q: 3 clusters Score -8982410 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -8982541.000000 Penalty: 1096.820068
	Iteration 13Q: 3 clusters Score -8982541 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -8981982.000000 Penalty: 1096.820068
	Iteration 14Q: 3 clusters Score -8981982 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99995 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -8980839.000000 Penalty: 1096.820068
	Iteration 15Q: 3 clusters Score -8980839 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106823 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -8979530.000000 Penalty: 1096.820068
	Iteration 16Q: 3 clusters Score -8979530 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -8978086.000000 Penalty: 1096.820068
	Iteration 17Q: 3 clusters Score -8978086 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118402 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -8976905.000000 Penalty: 1096.820068
	Iteration 18Q: 3 clusters Score -8976905 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122454 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -8975810.000000 Penalty: 1096.820068
	Iteration 19Q: 3 clusters Score -8975810 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125670 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -8977459.000000 Penalty: 1096.820068
	Iteration 20F: 3 clusters Score -8977459 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130830 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -8977690.000000 Penalty: 1096.820068
	Iteration 21Q: 3 clusters Score -8977690 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -8977381.000000 Penalty: 1096.820068
	Iteration 22Q: 3 clusters Score -8977381 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138455 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -8977052.000000 Penalty: 1096.820068
	Iteration 23Q: 3 clusters Score -8977052 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141362 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -8976780.000000 Penalty: 1096.820068
	Iteration 24Q: 3 clusters Score -8976780 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144070 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -8976609.000000 Penalty: 1096.820068
	Iteration 25Q: 3 clusters Score -8976609 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146553 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -8976766.000000 Penalty: 1096.820068
	Iteration 26Q: 3 clusters Score -8976766 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149031 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -8977968.000000 Penalty: 1096.820068
	Iteration 27Q: 3 clusters Score -8977968 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151884 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -8981767.000000 Penalty: 1096.820068
	Iteration 28Q: 3 clusters Score -8981767 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -8985020.000000 Penalty: 1096.820068
	Iteration 29Q: 3 clusters Score -8985020 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157823 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -8987950.000000 Penalty: 1096.820068
	Iteration 30Q: 3 clusters Score -8987950 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160816 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -8990183.000000 Penalty: 1096.820068
	Iteration 31Q: 3 clusters Score -8990183 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163487 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -8991710.000000 Penalty: 1096.820068
	Iteration 32Q: 3 clusters Score -8991710 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165825 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -8992478.000000 Penalty: 1096.820068
	Iteration 33Q: 3 clusters Score -8992478 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167669 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -8992808.000000 Penalty: 1096.820068
	Iteration 34Q: 3 clusters Score -8992808 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169005 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8992789.000000 Penalty: 1096.820068
	Iteration 35Q: 3 clusters Score -8992789 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169877 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8992705.000000 Penalty: 1096.820068
	Iteration 36Q: 3 clusters Score -8992705 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170447 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8992600.000000 Penalty: 1096.820068
	Iteration 37Q: 3 clusters Score -8992600 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170803 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8992513.000000 Penalty: 1096.820068
	Iteration 38Q: 3 clusters Score -8992513 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171031 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8992478.000000 Penalty: 1096.820068
	Iteration 39Q: 3 clusters Score -8992478 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171172 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8992440.000000 Penalty: 1096.820068
	Iteration 40F: 3 clusters Score -8992440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171272 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8992406.000000 Penalty: 1096.820068
	Iteration 41Q: 3 clusters Score -8992406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171324 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8992410.000000 Penalty: 1096.820068
	Iteration 42Q: 3 clusters Score -8992410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171363 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8992401.000000 Penalty: 1096.820068
	Iteration 43Q: 3 clusters Score -8992401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171384 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8992394.000000 Penalty: 1096.820068
	Iteration 44Q: 3 clusters Score -8992394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171397 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8992390.000000 Penalty: 1096.820068
	Iteration 45Q: 3 clusters Score -8992390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171408 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8992387.000000 Penalty: 1096.820068
	Iteration 46Q: 3 clusters Score -8992387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8992387.000000 Penalty: 1096.820068
	Iteration 47Q: 3 clusters Score -8992387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171423 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8992386.000000 Penalty: 1096.820068
	Iteration 48Q: 3 clusters Score -8992386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8992381.000000 Penalty: 1096.820068
	Iteration 49Q: 3 clusters Score -8992381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171427 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8992390.000000 Penalty: 1096.820068
	Iteration 50Q: 3 clusters Score -8992390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8992384.000000 Penalty: 1096.820068
	Iteration 51Q: 3 clusters Score -8992384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8992381.000000 Penalty: 1096.820068
	Iteration 52Q: 3 clusters Score -8992381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8992389.000000 Penalty: 1096.820068
	Iteration 53Q: 3 clusters Score -8992389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171422 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8992387.000000 Penalty: 1096.820068
	Iteration 54Q: 3 clusters Score -8992387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171423 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8992387.000000 Penalty: 1096.820068
	Iteration 55Q: 3 clusters Score -8992387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8992384.000000 Penalty: 1096.820068
	Iteration 56Q: 3 clusters Score -8992384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171419 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8992388.000000 Penalty: 1096.820068
	Iteration 57Q: 3 clusters Score -8992388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171418 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8992391.000000 Penalty: 1096.820068
	Iteration 58Q: 3 clusters Score -8992391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171419 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8992388.000000 Penalty: 1096.820068
	Iteration 59Q: 3 clusters Score -8992388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8992396.000000 Penalty: 1096.820068
	Iteration 60F: 3 clusters Score -8992396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8992391.000000 Penalty: 1096.820068
	Iteration 61Q: 3 clusters Score -8992391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171422 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8992393.000000 Penalty: 1096.820068
	Iteration 62Q: 3 clusters Score -8992393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8992392.000000 Penalty: 1096.820068
	Iteration 63Q: 3 clusters Score -8992392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171418 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8992397.000000 Penalty: 1096.820068
	Iteration 64Q: 3 clusters Score -8992397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171414 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8992398.000000 Penalty: 1096.820068
	Iteration 65Q: 3 clusters Score -8992398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171412 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8992402.000000 Penalty: 1096.820068
	Iteration 66Q: 3 clusters Score -8992402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8992402.000000 Penalty: 1096.820068
	Iteration 67Q: 3 clusters Score -8992402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171410 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8992407.000000 Penalty: 1096.820068
	Iteration 68Q: 3 clusters Score -8992407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8992413.000000 Penalty: 1096.820068
	Iteration 69Q: 3 clusters Score -8992413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171406 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8992419.000000 Penalty: 1096.820068
	Iteration 70Q: 3 clusters Score -8992419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8992421.000000 Penalty: 1096.820068
	Iteration 71Q: 3 clusters Score -8992421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8992422.000000 Penalty: 1096.820068
	Iteration 72Q: 3 clusters Score -8992422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171403 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8992426.000000 Penalty: 1096.820068
	Iteration 73Q: 3 clusters Score -8992426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171401 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8992428.000000 Penalty: 1096.820068
	Iteration 74Q: 3 clusters Score -8992428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8992430.000000 Penalty: 1096.820068
	Iteration 75Q: 3 clusters Score -8992430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171397 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8992429.000000 Penalty: 1096.820068
	Iteration 76Q: 3 clusters Score -8992429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171398 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8992432.000000 Penalty: 1096.820068
	Iteration 77Q: 3 clusters Score -8992432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8992428.000000 Penalty: 1096.820068
	Iteration 78Q: 3 clusters Score -8992428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8992428.000000 Penalty: 1096.820068
	Iteration 79F: 3 clusters Score -8992428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (64077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Entering Unmasked Estep 
Score: -3485533.000000 Penalty: 503.586731
	Iteration 0F: 2 clusters Score -3485533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -3442327.000000 Penalty: 1007.173462
	Iteration 0F: 3 clusters Score -3442327 nChanged 31073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -3460238.500000 Penalty: 1007.173462
	Iteration 1F: 3 clusters Score -3460238 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3460687.250000 Penalty: 1007.173462
	Iteration 2Q: 3 clusters Score -3460687 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -3461207.750000 Penalty: 1007.173462
	Iteration 3Q: 3 clusters Score -3461208 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -3462088.500000 Penalty: 1007.173462
	Iteration 4Q: 3 clusters Score -3462088 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3463616.250000 Penalty: 1007.173462
	Iteration 5F: 3 clusters Score -3463616 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3466504.000000 Penalty: 1007.173462
	Iteration 6F: 3 clusters Score -3466504 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3471424.750000 Penalty: 1007.173462
	Iteration 7F: 3 clusters Score -3471425 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56863 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3477609.750000 Penalty: 1007.173462
	Iteration 8F: 3 clusters Score -3477610 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3482284.250000 Penalty: 1007.173462
	Iteration 9F: 3 clusters Score -3482284 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3484399.750000 Penalty: 1007.173462
	Iteration 10Q: 3 clusters Score -3484400 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3484930.500000 Penalty: 1007.173462
	Iteration 11Q: 3 clusters Score -3484930 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3485035.250000 Penalty: 1007.173462
	Iteration 12Q: 3 clusters Score -3485035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3485079.500000 Penalty: 1007.173462
	Iteration 13Q: 3 clusters Score -3485080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3485098.750000 Penalty: 1007.173462
	Iteration 14Q: 3 clusters Score -3485099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3485109.250000 Penalty: 1007.173462
	Iteration 15Q: 3 clusters Score -3485109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3485115.000000 Penalty: 1007.173462
	Iteration 16Q: 3 clusters Score -3485115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3485124.000000 Penalty: 1007.173462
	Iteration 17Q: 3 clusters Score -3485124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3485123.500000 Penalty: 1007.173462
	Iteration 18Q: 3 clusters Score -3485124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3485125.750000 Penalty: 1007.173462
	Iteration 19Q: 3 clusters Score -3485126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3485125.750000 Penalty: 1007.173462
	Iteration 20F: 3 clusters Score -3485126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -78749.007812 Penalty: 331.832306
	Iteration 0F: 2 clusters Score -78749.01 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 735 members 
Entering Unmasked Estep 
Score: -77633.726562 Penalty: 663.664612
	Iteration 0F: 3 clusters Score -77633.73 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -77946.273438 Penalty: 663.664612
	Iteration 1F: 3 clusters Score -77946.27 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -78004.187500 Penalty: 663.664612
	Iteration 2F: 3 clusters Score -78004.19 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -78043.718750 Penalty: 663.664612
	Iteration 3Q: 3 clusters Score -78043.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -78101.875000 Penalty: 663.664612
	Iteration 4Q: 3 clusters Score -78101.88 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -78154.585938 Penalty: 663.664612
	Iteration 5F: 3 clusters Score -78154.59 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -78209.617188 Penalty: 663.664612
	Iteration 6Q: 3 clusters Score -78209.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -78263.968750 Penalty: 663.664612
	Iteration 7Q: 3 clusters Score -78263.97 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -78303.328125 Penalty: 663.664612
	Iteration 8Q: 3 clusters Score -78303.33 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -78352.320312 Penalty: 663.664612
	Iteration 9Q: 3 clusters Score -78352.32 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -78390.945312 Penalty: 663.664612
	Iteration 10Q: 3 clusters Score -78390.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -78427.687500 Penalty: 663.664612
	Iteration 11Q: 3 clusters Score -78427.69 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -78467.984375 Penalty: 663.664612
	Iteration 12Q: 3 clusters Score -78467.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -78496.875000 Penalty: 663.664612
	Iteration 13Q: 3 clusters Score -78496.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -78516.562500 Penalty: 663.664612
	Iteration 14Q: 3 clusters Score -78516.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -78531.546875 Penalty: 663.664612
	Iteration 15Q: 3 clusters Score -78531.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -78538.609375 Penalty: 663.664612
	Iteration 16Q: 3 clusters Score -78538.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -78542.007812 Penalty: 663.664612
	Iteration 17Q: 3 clusters Score -78542.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -78544.039062 Penalty: 663.664612
	Iteration 18Q: 3 clusters Score -78544.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -78545.523438 Penalty: 663.664612
	Iteration 19Q: 3 clusters Score -78545.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -78548.781250 Penalty: 663.664612
	Iteration 20F: 3 clusters Score -78548.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -78552.781250 Penalty: 663.664612
	Iteration 21Q: 3 clusters Score -78552.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -78555.976562 Penalty: 663.664612
	Iteration 22Q: 3 clusters Score -78555.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -78560.257812 Penalty: 663.664612
	Iteration 23Q: 3 clusters Score -78560.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -78567.031250 Penalty: 663.664612
	Iteration 24Q: 3 clusters Score -78567.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -78569.500000 Penalty: 663.664612
	Iteration 25Q: 3 clusters Score -78569.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -78570.406250 Penalty: 663.664612
	Iteration 26Q: 3 clusters Score -78570.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -78570.648438 Penalty: 663.664612
	Iteration 27Q: 3 clusters Score -78570.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -78570.648438 Penalty: 663.664612
	Iteration 28F: 3 clusters Score -78570.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (79199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Entering Unmasked Estep 
Score: -4019004.750000 Penalty: 513.227234
	Iteration 0F: 2 clusters Score -4019005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -3965458.750000 Penalty: 1026.454468
	Iteration 0F: 3 clusters Score -3965459 nChanged 38639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -3987973.000000 Penalty: 1026.454468
	Iteration 1F: 3 clusters Score -3987973 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -3988486.250000 Penalty: 1026.454468
	Iteration 2Q: 3 clusters Score -3988486 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -3989038.500000 Penalty: 1026.454468
	Iteration 3Q: 3 clusters Score -3989038 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -3989809.750000 Penalty: 1026.454468
	Iteration 4Q: 3 clusters Score -3989810 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -3991029.500000 Penalty: 1026.454468
	Iteration 5Q: 3 clusters Score -3991030 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -3993085.250000 Penalty: 1026.454468
	Iteration 6Q: 3 clusters Score -3993085 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -3996359.250000 Penalty: 1026.454468
	Iteration 7F: 3 clusters Score -3996359 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -4000633.000000 Penalty: 1026.454468
	Iteration 8F: 3 clusters Score -4000633 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -4004515.500000 Penalty: 1026.454468
	Iteration 9F: 3 clusters Score -4004516 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -4006930.750000 Penalty: 1026.454468
	Iteration 10F: 3 clusters Score -4006931 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -4008455.250000 Penalty: 1026.454468
	Iteration 11Q: 3 clusters Score -4008455 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -4009784.250000 Penalty: 1026.454468
	Iteration 12Q: 3 clusters Score -4009784 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -4011160.500000 Penalty: 1026.454468
	Iteration 13Q: 3 clusters Score -4011160 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -4012484.750000 Penalty: 1026.454468
	Iteration 14Q: 3 clusters Score -4012485 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -4013628.500000 Penalty: 1026.454468
	Iteration 15Q: 3 clusters Score -4013628 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -4014543.250000 Penalty: 1026.454468
	Iteration 16Q: 3 clusters Score -4014543 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 67539 members 
Entering Unmasked Estep 
Score: -4015229.750000 Penalty: 1026.454468
	Iteration 17Q: 3 clusters Score -4015230 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -4015823.750000 Penalty: 1026.454468
	Iteration 18Q: 3 clusters Score -4015824 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -4016260.250000 Penalty: 1026.454468
	Iteration 19Q: 3 clusters Score -4016260 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
Score: -4016594.250000 Penalty: 1026.454468
	Iteration 20F: 3 clusters Score -4016594 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
Score: -4016879.750000 Penalty: 1026.454468
	Iteration 21Q: 3 clusters Score -4016880 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -4017099.750000 Penalty: 1026.454468
	Iteration 22Q: 3 clusters Score -4017100 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 72068 members 
Entering Unmasked Estep 
Score: -4017261.750000 Penalty: 1026.454468
	Iteration 23Q: 3 clusters Score -4017262 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -4017410.500000 Penalty: 1026.454468
	Iteration 24Q: 3 clusters Score -4017410 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -4017547.250000 Penalty: 1026.454468
	Iteration 25Q: 3 clusters Score -4017547 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -4017668.500000 Penalty: 1026.454468
	Iteration 26Q: 3 clusters Score -4017668 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -4017783.750000 Penalty: 1026.454468
	Iteration 27Q: 3 clusters Score -4017784 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -4017864.500000 Penalty: 1026.454468
	Iteration 28Q: 3 clusters Score -4017864 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -4017958.000000 Penalty: 1026.454468
	Iteration 29Q: 3 clusters Score -4017958 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -4018028.250000 Penalty: 1026.454468
	Iteration 30Q: 3 clusters Score -4018028 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -4018071.750000 Penalty: 1026.454468
	Iteration 31Q: 3 clusters Score -4018072 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -4018158.500000 Penalty: 1026.454468
	Iteration 32Q: 3 clusters Score -4018158 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -4018220.000000 Penalty: 1026.454468
	Iteration 33Q: 3 clusters Score -4018220 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -4018284.250000 Penalty: 1026.454468
	Iteration 34Q: 3 clusters Score -4018284 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -4018326.250000 Penalty: 1026.454468
	Iteration 35Q: 3 clusters Score -4018326 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -4018379.250000 Penalty: 1026.454468
	Iteration 36Q: 3 clusters Score -4018379 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -4018432.500000 Penalty: 1026.454468
	Iteration 37Q: 3 clusters Score -4018432 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -4018474.250000 Penalty: 1026.454468
	Iteration 38Q: 3 clusters Score -4018474 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 77001 members 
Entering Unmasked Estep 
Score: -4018495.750000 Penalty: 1026.454468
	Iteration 39Q: 3 clusters Score -4018496 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -4018533.000000 Penalty: 1026.454468
	Iteration 40F: 3 clusters Score -4018533 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -4018563.500000 Penalty: 1026.454468
	Iteration 41Q: 3 clusters Score -4018564 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 77406 members 
Entering Unmasked Estep 
Score: -4018586.250000 Penalty: 1026.454468
	Iteration 42Q: 3 clusters Score -4018586 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -4018603.500000 Penalty: 1026.454468
	Iteration 43Q: 3 clusters Score -4018604 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -4018613.750000 Penalty: 1026.454468
	Iteration 44Q: 3 clusters Score -4018614 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -4018644.250000 Penalty: 1026.454468
	Iteration 45Q: 3 clusters Score -4018644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 77727 members 
Entering Unmasked Estep 
Score: -4018655.500000 Penalty: 1026.454468
	Iteration 46Q: 3 clusters Score -4018656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -4018693.750000 Penalty: 1026.454468
	Iteration 47Q: 3 clusters Score -4018694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -4018707.000000 Penalty: 1026.454468
	Iteration 48Q: 3 clusters Score -4018707 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 77910 members 
Entering Unmasked Estep 
Score: -4018717.500000 Penalty: 1026.454468
	Iteration 49Q: 3 clusters Score -4018718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -4018727.750000 Penalty: 1026.454468
	Iteration 50Q: 3 clusters Score -4018728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -4018740.250000 Penalty: 1026.454468
	Iteration 51Q: 3 clusters Score -4018740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 78039 members 
Entering Unmasked Estep 
Score: -4018756.250000 Penalty: 1026.454468
	Iteration 52Q: 3 clusters Score -4018756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -4018766.000000 Penalty: 1026.454468
	Iteration 53Q: 3 clusters Score -4018766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -4018776.750000 Penalty: 1026.454468
	Iteration 54Q: 3 clusters Score -4018777 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -4018770.500000 Penalty: 1026.454468
	Iteration 55Q: 3 clusters Score -4018770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -4018778.500000 Penalty: 1026.454468
	Iteration 56Q: 3 clusters Score -4018778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -4018781.000000 Penalty: 1026.454468
	Iteration 57Q: 3 clusters Score -4018781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -4018782.000000 Penalty: 1026.454468
	Iteration 58Q: 3 clusters Score -4018782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -4018781.750000 Penalty: 1026.454468
	Iteration 59Q: 3 clusters Score -4018782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
Score: -4018787.250000 Penalty: 1026.454468
	Iteration 60F: 3 clusters Score -4018787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -4018786.250000 Penalty: 1026.454468
	Iteration 61Q: 3 clusters Score -4018786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -4018789.500000 Penalty: 1026.454468
	Iteration 62Q: 3 clusters Score -4018790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -4018787.500000 Penalty: 1026.454468
	Iteration 63Q: 3 clusters Score -4018788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -4018788.000000 Penalty: 1026.454468
	Iteration 64Q: 3 clusters Score -4018788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
Score: -4018789.000000 Penalty: 1026.454468
	Iteration 65Q: 3 clusters Score -4018789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -4018786.000000 Penalty: 1026.454468
	Iteration 66Q: 3 clusters Score -4018786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -4018786.500000 Penalty: 1026.454468
	Iteration 67Q: 3 clusters Score -4018786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -4018790.000000 Penalty: 1026.454468
	Iteration 68Q: 3 clusters Score -4018790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -4018791.750000 Penalty: 1026.454468
	Iteration 69Q: 3 clusters Score -4018792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -4018794.000000 Penalty: 1026.454468
	Iteration 70Q: 3 clusters Score -4018794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -4018795.000000 Penalty: 1026.454468
	Iteration 71Q: 3 clusters Score -4018795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -4018797.750000 Penalty: 1026.454468
	Iteration 72Q: 3 clusters Score -4018798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 78287 members 
Entering Unmasked Estep 
Score: -4018799.000000 Penalty: 1026.454468
	Iteration 73Q: 3 clusters Score -4018799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -4018797.500000 Penalty: 1026.454468
	Iteration 74Q: 3 clusters Score -4018798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -4018797.250000 Penalty: 1026.454468
	Iteration 75Q: 3 clusters Score -4018797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -4018804.250000 Penalty: 1026.454468
	Iteration 76Q: 3 clusters Score -4018804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -4018807.250000 Penalty: 1026.454468
	Iteration 77Q: 3 clusters Score -4018807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -4018804.000000 Penalty: 1026.454468
	Iteration 78Q: 3 clusters Score -4018804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -4018803.500000 Penalty: 1026.454468
	Iteration 79Q: 3 clusters Score -4018804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -4018807.500000 Penalty: 1026.454468
	Iteration 80F: 3 clusters Score -4018808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -4018805.500000 Penalty: 1026.454468
	Iteration 81Q: 3 clusters Score -4018806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -4018812.750000 Penalty: 1026.454468
	Iteration 82Q: 3 clusters Score -4018813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -4018808.500000 Penalty: 1026.454468
	Iteration 83Q: 3 clusters Score -4018808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -4018806.250000 Penalty: 1026.454468
	Iteration 84Q: 3 clusters Score -4018806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -4018806.250000 Penalty: 1026.454468
	Iteration 85F: 3 clusters Score -4018806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (52629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Entering Unmasked Estep 
Score: -2891253.500000 Penalty: 494.631500
	Iteration 0F: 2 clusters Score -2891254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -2856019.750000 Penalty: 989.263000
	Iteration 0F: 3 clusters Score -2856020 nChanged 25462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2871424.500000 Penalty: 989.263000
	Iteration 1F: 3 clusters Score -2871424 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2872541.250000 Penalty: 989.263000
	Iteration 2Q: 3 clusters Score -2872541 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2874504.250000 Penalty: 989.263000
	Iteration 3F: 3 clusters Score -2874504 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2877579.500000 Penalty: 989.263000
	Iteration 4F: 3 clusters Score -2877580 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2881569.000000 Penalty: 989.263000
	Iteration 5F: 3 clusters Score -2881569 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2885491.250000 Penalty: 989.263000
	Iteration 6F: 3 clusters Score -2885491 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2888390.250000 Penalty: 989.263000
	Iteration 7F: 3 clusters Score -2888390 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2889999.000000 Penalty: 989.263000
	Iteration 8Q: 3 clusters Score -2889999 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2890609.000000 Penalty: 989.263000
	Iteration 9Q: 3 clusters Score -2890609 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2890751.000000 Penalty: 989.263000
	Iteration 10Q: 3 clusters Score -2890751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -2890788.500000 Penalty: 989.263000
	Iteration 11Q: 3 clusters Score -2890788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2890812.750000 Penalty: 989.263000
	Iteration 12Q: 3 clusters Score -2890813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2890820.500000 Penalty: 989.263000
	Iteration 13Q: 3 clusters Score -2890820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2890819.750000 Penalty: 989.263000
	Iteration 14Q: 3 clusters Score -2890820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2890821.750000 Penalty: 989.263000
	Iteration 15Q: 3 clusters Score -2890822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -2890825.750000 Penalty: 989.263000
	Iteration 16Q: 3 clusters Score -2890826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -2890828.750000 Penalty: 989.263000
	Iteration 17Q: 3 clusters Score -2890829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2890833.250000 Penalty: 989.263000
	Iteration 18Q: 3 clusters Score -2890833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -2890833.250000 Penalty: 989.263000
	Iteration 19F: 3 clusters Score -2890833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -3515.049316 Penalty: 207.201401
	Iteration 0F: 2 clusters Score -3515.049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3356.764160 Penalty: 414.402802
	Iteration 0F: 3 clusters Score -3356.764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3418.739502 Penalty: 414.402802
	Iteration 1F: 3 clusters Score -3418.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3447.444580 Penalty: 414.402802
	Iteration 2F: 3 clusters Score -3447.445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3458.369385 Penalty: 414.402802
	Iteration 3F: 3 clusters Score -3458.369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3476.821533 Penalty: 414.402802
	Iteration 4F: 3 clusters Score -3476.822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3483.564453 Penalty: 414.402802
	Iteration 5Q: 3 clusters Score -3483.564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3483.564453 Penalty: 414.402802
	Iteration 6F: 3 clusters Score -3483.564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (11371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Entering Unmasked Estep 
Score: -629994.062500 Penalty: 424.916382
	Iteration 0F: 2 clusters Score -629994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -622426.250000 Penalty: 849.832764
	Iteration 0F: 3 clusters Score -622426.2 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -625290.250000 Penalty: 849.832764
	Iteration 1F: 3 clusters Score -625290.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -625482.250000 Penalty: 849.832764
	Iteration 2Q: 3 clusters Score -625482.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -625717.687500 Penalty: 849.832764
	Iteration 3Q: 3 clusters Score -625717.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -626046.500000 Penalty: 849.832764
	Iteration 4F: 3 clusters Score -626046.5 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -626554.812500 Penalty: 849.832764
	Iteration 5F: 3 clusters Score -626554.8 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -627227.062500 Penalty: 849.832764
	Iteration 6F: 3 clusters Score -627227.1 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -627947.187500 Penalty: 849.832764
	Iteration 7F: 3 clusters Score -627947.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -628579.625000 Penalty: 849.832764
	Iteration 8F: 3 clusters Score -628579.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -628921.437500 Penalty: 849.832764
	Iteration 9Q: 3 clusters Score -628921.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -629088.125000 Penalty: 849.832764
	Iteration 10Q: 3 clusters Score -629088.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -629185.125000 Penalty: 849.832764
	Iteration 11Q: 3 clusters Score -629185.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -629254.875000 Penalty: 849.832764
	Iteration 12Q: 3 clusters Score -629254.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -629307.312500 Penalty: 849.832764
	Iteration 13Q: 3 clusters Score -629307.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -629343.625000 Penalty: 849.832764
	Iteration 14Q: 3 clusters Score -629343.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -629379.125000 Penalty: 849.832764
	Iteration 15Q: 3 clusters Score -629379.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -629408.375000 Penalty: 849.832764
	Iteration 16Q: 3 clusters Score -629408.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -629430.375000 Penalty: 849.832764
	Iteration 17Q: 3 clusters Score -629430.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -629445.187500 Penalty: 849.832764
	Iteration 18Q: 3 clusters Score -629445.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -629460.062500 Penalty: 849.832764
	Iteration 19Q: 3 clusters Score -629460.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -629481.375000 Penalty: 849.832764
	Iteration 20F: 3 clusters Score -629481.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -629507.062500 Penalty: 849.832764
	Iteration 21Q: 3 clusters Score -629507.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -629529.687500 Penalty: 849.832764
	Iteration 22Q: 3 clusters Score -629529.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -629543.812500 Penalty: 849.832764
	Iteration 23Q: 3 clusters Score -629543.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -629559.937500 Penalty: 849.832764
	Iteration 24Q: 3 clusters Score -629559.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -629571.000000 Penalty: 849.832764
	Iteration 25Q: 3 clusters Score -629571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -629578.625000 Penalty: 849.832764
	Iteration 26Q: 3 clusters Score -629578.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -629585.937500 Penalty: 849.832764
	Iteration 27Q: 3 clusters Score -629585.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -629590.437500 Penalty: 849.832764
	Iteration 28Q: 3 clusters Score -629590.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -629594.500000 Penalty: 849.832764
	Iteration 29Q: 3 clusters Score -629594.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -629597.312500 Penalty: 849.832764
	Iteration 30Q: 3 clusters Score -629597.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -629598.375000 Penalty: 849.832764
	Iteration 31Q: 3 clusters Score -629598.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -629600.312500 Penalty: 849.832764
	Iteration 32Q: 3 clusters Score -629600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -629601.250000 Penalty: 849.832764
	Iteration 33Q: 3 clusters Score -629601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -629602.125000 Penalty: 849.832764
	Iteration 34Q: 3 clusters Score -629602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -629603.187500 Penalty: 849.832764
	Iteration 35Q: 3 clusters Score -629603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -629603.000000 Penalty: 849.832764
	Iteration 36Q: 3 clusters Score -629603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -629603.437500 Penalty: 849.832764
	Iteration 37Q: 3 clusters Score -629603.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -629603.312500 Penalty: 849.832764
	Iteration 38Q: 3 clusters Score -629603.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -629604.750000 Penalty: 849.832764
	Iteration 39Q: 3 clusters Score -629604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -629604.937500 Penalty: 849.832764
	Iteration 40F: 3 clusters Score -629604.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -629606.562500 Penalty: 849.832764
	Iteration 41Q: 3 clusters Score -629606.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -629608.750000 Penalty: 849.832764
	Iteration 42Q: 3 clusters Score -629608.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -629609.500000 Penalty: 849.832764
	Iteration 43Q: 3 clusters Score -629609.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -629610.375000 Penalty: 849.832764
	Iteration 44Q: 3 clusters Score -629610.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -629612.875000 Penalty: 849.832764
	Iteration 45Q: 3 clusters Score -629612.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -629614.187500 Penalty: 849.832764
	Iteration 46Q: 3 clusters Score -629614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -629618.125000 Penalty: 849.832764
	Iteration 47Q: 3 clusters Score -629618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -629619.625000 Penalty: 849.832764
	Iteration 48Q: 3 clusters Score -629619.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -629623.562500 Penalty: 849.832764
	Iteration 49Q: 3 clusters Score -629623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -629626.437500 Penalty: 849.832764
	Iteration 50Q: 3 clusters Score -629626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -629629.125000 Penalty: 849.832764
	Iteration 51Q: 3 clusters Score -629629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -629630.687500 Penalty: 849.832764
	Iteration 52Q: 3 clusters Score -629630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -629633.062500 Penalty: 849.832764
	Iteration 53Q: 3 clusters Score -629633.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -629634.687500 Penalty: 849.832764
	Iteration 54Q: 3 clusters Score -629634.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -629634.687500 Penalty: 849.832764
	Iteration 55F: 3 clusters Score -629634.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (164561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164561 members 
Entering Unmasked Estep 
Score: -8747859.000000 Penalty: 546.502197
	Iteration 0F: 2 clusters Score -8747859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -8655554.000000 Penalty: 1093.004395
	Iteration 0F: 3 clusters Score -8655554 nChanged 81053
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8705287 nChanged 7787
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Mstep: Class 1 contains 92880 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8708024 nChanged 9252
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Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -8712149 nChanged 10733
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Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -8718002 nChanged 11763
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Mstep: Class 1 contains 100142 members 
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Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8725189 nChanged 11178
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Mstep: Class 1 contains 97174 members 
Mstep: Class 2 contains 67387 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8731792 nChanged 8274
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Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8735109 nChanged 5303
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Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8736853 nChanged 4201
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Mstep: Class 1 contains 83886 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8737596 nChanged 3477
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Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8737882 nChanged 2665
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Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8737640 nChanged 1930
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Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8737225 nChanged 1329
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Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 90022 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8736861 nChanged 1051
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Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 90783 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8736906 nChanged 1105
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Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8736929 nChanged 1209
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Mstep: Class 2 contains 92285 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8736969 nChanged 1311
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Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8737118 nChanged 1320
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Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8737219 nChanged 1506
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Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8737325 nChanged 1600
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Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8737565 nChanged 1599
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Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 95279 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8737747 nChanged 1731
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Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8737963 nChanged 1878
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Mstep: Class 2 contains 95794 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8738223 nChanged 1941
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8738452 nChanged 1973
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Mstep: Class 2 contains 95812 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8738623 nChanged 2039
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Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8738827 nChanged 2161
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Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8739007 nChanged 2177
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Mstep: Class 1 contains 70102 members 
Mstep: Class 2 contains 94459 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8739225 nChanged 2141
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Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8739426 nChanged 2195
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Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8739574 nChanged 2171
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Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8739773 nChanged 2182
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Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8739954 nChanged 2108
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Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8740058 nChanged 1960
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Mstep: Class 2 contains 88778 members 
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	Iteration 34Q: 3 clusters Score -8740415 nChanged 1714
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	Iteration 35Q: 3 clusters Score -8740551 nChanged 1630
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8740763 nChanged 1484
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	Iteration 37Q: 3 clusters Score -8740935 nChanged 1356
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	Iteration 38Q: 3 clusters Score -8741057 nChanged 1268
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Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8741197 nChanged 1316
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Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 85180 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8741352 nChanged 1260
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Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 84526 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8741467 nChanged 1191
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Mstep: Class 1 contains 80654 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8741569 nChanged 1087
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Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 83270 members 
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	Iteration 43Q: 3 clusters Score -8741627 nChanged 1032
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	Iteration 44Q: 3 clusters Score -8741695 nChanged 997
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Mstep: Class 2 contains 82043 members 
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	Iteration 45Q: 3 clusters Score -8741780 nChanged 973
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	Iteration 46Q: 3 clusters Score -8741933 nChanged 1002
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	Iteration 47Q: 3 clusters Score -8742049 nChanged 941
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	Iteration 48Q: 3 clusters Score -8742131 nChanged 940
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Mstep: Class 2 contains 79939 members 
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	Iteration 49Q: 3 clusters Score -8742177 nChanged 959
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Mstep: Class 2 contains 79486 members 
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	Iteration 50Q: 3 clusters Score -8742271 nChanged 907
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	Iteration 51Q: 3 clusters Score -8742331 nChanged 895
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	Iteration 52Q: 3 clusters Score -8742376 nChanged 853
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	Iteration 53Q: 3 clusters Score -8742410 nChanged 831
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	Iteration 54Q: 3 clusters Score -8742503 nChanged 797
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	Iteration 55Q: 3 clusters Score -8742580 nChanged 778
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Mstep: Class 2 contains 77723 members 
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	Iteration 56Q: 3 clusters Score -8742671 nChanged 782
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8742730 nChanged 701
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	Iteration 58Q: 3 clusters Score -8742744 nChanged 699
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	Iteration 59Q: 3 clusters Score -8742774 nChanged 680
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	Iteration 60F: 3 clusters Score -8742875 nChanged 653
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	Iteration 61Q: 3 clusters Score -8742923 nChanged 638
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	Iteration 62Q: 3 clusters Score -8743024 nChanged 582
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	Iteration 63Q: 3 clusters Score -8743059 nChanged 555
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	Iteration 64Q: 3 clusters Score -8743102 nChanged 540
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8743144 nChanged 506
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8743132 nChanged 517
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	Iteration 67Q: 3 clusters Score -8743172 nChanged 468
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	Iteration 68Q: 3 clusters Score -8743207 nChanged 465
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	Iteration 69Q: 3 clusters Score -8743234 nChanged 461
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	Iteration 70Q: 3 clusters Score -8743245 nChanged 466
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	Iteration 71Q: 3 clusters Score -8743313 nChanged 425
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	Iteration 72Q: 3 clusters Score -8743331 nChanged 412
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	Iteration 73Q: 3 clusters Score -8743366 nChanged 382
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	Iteration 74Q: 3 clusters Score -8743375 nChanged 383
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	Iteration 75Q: 3 clusters Score -8743387 nChanged 373
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	Iteration 76Q: 3 clusters Score -8743431 nChanged 389
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	Iteration 77Q: 3 clusters Score -8743484 nChanged 344
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	Iteration 78Q: 3 clusters Score -8743547 nChanged 312
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	Iteration 80F: 3 clusters Score -8743565 nChanged 279
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	Iteration 81Q: 3 clusters Score -8743578 nChanged 276
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	Iteration 82Q: 3 clusters Score -8743623 nChanged 267
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	Iteration 84Q: 3 clusters Score -8743692 nChanged 252
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	Iteration 85Q: 3 clusters Score -8743715 nChanged 231
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	Iteration 86Q: 3 clusters Score -8743750 nChanged 241
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	Iteration 87Q: 3 clusters Score -8743783 nChanged 241
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	Iteration 89Q: 3 clusters Score -8743813 nChanged 249
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	Iteration 90Q: 3 clusters Score -8743836 nChanged 240
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	Iteration 91Q: 3 clusters Score -8743864 nChanged 235
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	Iteration 93Q: 3 clusters Score -8743884 nChanged 228
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8744346 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 74794 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8744351 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 74803 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8744350 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8744352 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 74831 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8744345 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 74835 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8744345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8744337 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8744346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8744346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 74860 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8744344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8744338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8744340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89702 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8744347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 74853 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8744342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8744342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89715 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8744341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8744343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8744339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8744341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8744335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 74835 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8744342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89727 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8744338 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 74831 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8744342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8744335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 74821 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8744333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8744336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8744332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8744329 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8744329 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 74824 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8744329 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8744332 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8744334 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8744342 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89734 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8744339 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8744336 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 74823 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8744343 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8744340 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89743 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8744342 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8744336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 74813 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8744343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89751 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8744339 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8744343 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -8744341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -8744335 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89756 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8744341 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8744338 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8744343 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89772 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8744342 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -8744339 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89778 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -8744331 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8744331 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8744331 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -8744335 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89778 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -8744335 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89780 members 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -8744337 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 74779 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -8744338 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89783 members 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -8744340 nChanged 0
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Mstep: Class 1 contains 89783 members 
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	Iteration 244F: 3 clusters Score -8744340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (72626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -3990548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36112 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3941899 nChanged 35316
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3964464 nChanged 4173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3966725 nChanged 4967
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -3970293 nChanged 5314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -3975065 nChanged 4638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3979774 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -3983130 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 65252 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -3984992 nChanged 1539
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3986090 nChanged 1253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 67984 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3986914 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3987633 nChanged 941
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 70002 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3988328 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -3988844.500000 Penalty: 1018.570129
	Iteration 12Q: 3 clusters Score -3988844 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3989204 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -3989497.500000 Penalty: 1018.570129
	Iteration 14Q: 3 clusters Score -3989498 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3989706 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3989857 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 72252 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3989947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3990007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -3990033.750000 Penalty: 1018.570129
	Iteration 19Q: 3 clusters Score -3990034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3990047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3990065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -3990083.750000 Penalty: 1018.570129
	Iteration 22Q: 3 clusters Score -3990084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 72438 members 
Entering Unmasked Estep 
Score: -3990088.500000 Penalty: 1018.570129
	Iteration 23Q: 3 clusters Score -3990088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -3990096.500000 Penalty: 1018.570129
	Iteration 24Q: 3 clusters Score -3990096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -3990108.250000 Penalty: 1018.570129
	Iteration 25Q: 3 clusters Score -3990108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -3990126.250000 Penalty: 1018.570129
	Iteration 26Q: 3 clusters Score -3990126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -3990131.750000 Penalty: 1018.570129
	Iteration 27Q: 3 clusters Score -3990132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -3990135.750000 Penalty: 1018.570129
	Iteration 28Q: 3 clusters Score -3990136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -3990143.250000 Penalty: 1018.570129
	Iteration 29Q: 3 clusters Score -3990143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -3990147.000000 Penalty: 1018.570129
	Iteration 30Q: 3 clusters Score -3990147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -3990148.250000 Penalty: 1018.570129
	Iteration 31Q: 3 clusters Score -3990148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -3990149.500000 Penalty: 1018.570129
	Iteration 32Q: 3 clusters Score -3990150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -3990149.250000 Penalty: 1018.570129
	Iteration 33Q: 3 clusters Score -3990149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 72483 members 
Entering Unmasked Estep 
Score: -3990149.250000 Penalty: 1018.570129
	Iteration 34F: 3 clusters Score -3990149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (21488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Entering Unmasked Estep 
Score: -1083050.125000 Penalty: 453.873901
	Iteration 0F: 2 clusters Score -1083050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1068767.750000 Penalty: 907.747803
	Iteration 0F: 3 clusters Score -1068768 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1074375.125000 Penalty: 907.747803
	Iteration 1F: 3 clusters Score -1074375 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1074535.375000 Penalty: 907.747803
	Iteration 2Q: 3 clusters Score -1074535 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1074709.125000 Penalty: 907.747803
	Iteration 3Q: 3 clusters Score -1074709 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1074908.000000 Penalty: 907.747803
	Iteration 4Q: 3 clusters Score -1074908 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1075206.750000 Penalty: 907.747803
	Iteration 5Q: 3 clusters Score -1075207 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1075770.125000 Penalty: 907.747803
	Iteration 6Q: 3 clusters Score -1075770 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1076778.500000 Penalty: 907.747803
	Iteration 7F: 3 clusters Score -1076778 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1078206.750000 Penalty: 907.747803
	Iteration 8F: 3 clusters Score -1078207 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1079480.625000 Penalty: 907.747803
	Iteration 9F: 3 clusters Score -1079481 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1080303.625000 Penalty: 907.747803
	Iteration 10Q: 3 clusters Score -1080304 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1080773.000000 Penalty: 907.747803
	Iteration 11Q: 3 clusters Score -1080773 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1081067.625000 Penalty: 907.747803
	Iteration 12Q: 3 clusters Score -1081068 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1081273.125000 Penalty: 907.747803
	Iteration 13Q: 3 clusters Score -1081273 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1081443.750000 Penalty: 907.747803
	Iteration 14Q: 3 clusters Score -1081444 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -1081564.125000 Penalty: 907.747803
	Iteration 15Q: 3 clusters Score -1081564 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1081653.375000 Penalty: 907.747803
	Iteration 16Q: 3 clusters Score -1081653 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -1081731.500000 Penalty: 907.747803
	Iteration 17Q: 3 clusters Score -1081732 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1081804.625000 Penalty: 907.747803
	Iteration 18Q: 3 clusters Score -1081805 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1081880.125000 Penalty: 907.747803
	Iteration 19Q: 3 clusters Score -1081880 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1081935.875000 Penalty: 907.747803
	Iteration 20F: 3 clusters Score -1081936 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -1081997.250000 Penalty: 907.747803
	Iteration 21Q: 3 clusters Score -1081997 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -1082059.250000 Penalty: 907.747803
	Iteration 22Q: 3 clusters Score -1082059 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1082122.125000 Penalty: 907.747803
	Iteration 23Q: 3 clusters Score -1082122 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -1082180.500000 Penalty: 907.747803
	Iteration 24Q: 3 clusters Score -1082180 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1082233.875000 Penalty: 907.747803
	Iteration 25Q: 3 clusters Score -1082234 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1082272.000000 Penalty: 907.747803
	Iteration 26Q: 3 clusters Score -1082272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -1082311.500000 Penalty: 907.747803
	Iteration 27Q: 3 clusters Score -1082312 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -1082346.000000 Penalty: 907.747803
	Iteration 28Q: 3 clusters Score -1082346 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -1082377.000000 Penalty: 907.747803
	Iteration 29Q: 3 clusters Score -1082377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -1082402.250000 Penalty: 907.747803
	Iteration 30Q: 3 clusters Score -1082402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -1082427.875000 Penalty: 907.747803
	Iteration 31Q: 3 clusters Score -1082428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -1082448.125000 Penalty: 907.747803
	Iteration 32Q: 3 clusters Score -1082448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -1082465.875000 Penalty: 907.747803
	Iteration 33Q: 3 clusters Score -1082466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1082478.875000 Penalty: 907.747803
	Iteration 34Q: 3 clusters Score -1082479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -1082493.125000 Penalty: 907.747803
	Iteration 35Q: 3 clusters Score -1082493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -1082502.375000 Penalty: 907.747803
	Iteration 36Q: 3 clusters Score -1082502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -1082516.125000 Penalty: 907.747803
	Iteration 37Q: 3 clusters Score -1082516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -1082527.875000 Penalty: 907.747803
	Iteration 38Q: 3 clusters Score -1082528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -1082541.625000 Penalty: 907.747803
	Iteration 39Q: 3 clusters Score -1082542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1082557.375000 Penalty: 907.747803
	Iteration 40F: 3 clusters Score -1082557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -1082565.750000 Penalty: 907.747803
	Iteration 41Q: 3 clusters Score -1082566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -1082573.375000 Penalty: 907.747803
	Iteration 42Q: 3 clusters Score -1082573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -1082579.375000 Penalty: 907.747803
	Iteration 43Q: 3 clusters Score -1082579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -1082581.875000 Penalty: 907.747803
	Iteration 44Q: 3 clusters Score -1082582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -1082584.750000 Penalty: 907.747803
	Iteration 45Q: 3 clusters Score -1082585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -1082588.500000 Penalty: 907.747803
	Iteration 46Q: 3 clusters Score -1082588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -1082592.500000 Penalty: 907.747803
	Iteration 47Q: 3 clusters Score -1082592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -1082595.875000 Penalty: 907.747803
	Iteration 48Q: 3 clusters Score -1082596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -1082598.500000 Penalty: 907.747803
	Iteration 49Q: 3 clusters Score -1082598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -1082603.250000 Penalty: 907.747803
	Iteration 50Q: 3 clusters Score -1082603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -1082608.375000 Penalty: 907.747803
	Iteration 51Q: 3 clusters Score -1082608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -1082614.125000 Penalty: 907.747803
	Iteration 52Q: 3 clusters Score -1082614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -1082617.000000 Penalty: 907.747803
	Iteration 53Q: 3 clusters Score -1082617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1082622.625000 Penalty: 907.747803
	Iteration 54Q: 3 clusters Score -1082623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -1082630.625000 Penalty: 907.747803
	Iteration 55Q: 3 clusters Score -1082631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -1082638.000000 Penalty: 907.747803
	Iteration 56Q: 3 clusters Score -1082638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -1082642.125000 Penalty: 907.747803
	Iteration 57Q: 3 clusters Score -1082642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -1082644.750000 Penalty: 907.747803
	Iteration 58Q: 3 clusters Score -1082645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -1082648.625000 Penalty: 907.747803
	Iteration 59Q: 3 clusters Score -1082649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -1082653.875000 Penalty: 907.747803
	Iteration 60F: 3 clusters Score -1082654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -1082657.625000 Penalty: 907.747803
	Iteration 61Q: 3 clusters Score -1082658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -1082660.500000 Penalty: 907.747803
	Iteration 62Q: 3 clusters Score -1082660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -1082663.375000 Penalty: 907.747803
	Iteration 63Q: 3 clusters Score -1082663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -1082669.000000 Penalty: 907.747803
	Iteration 64Q: 3 clusters Score -1082669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1082672.500000 Penalty: 907.747803
	Iteration 65Q: 3 clusters Score -1082672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1082675.500000 Penalty: 907.747803
	Iteration 66Q: 3 clusters Score -1082676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -1082678.500000 Penalty: 907.747803
	Iteration 67Q: 3 clusters Score -1082678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -1082680.375000 Penalty: 907.747803
	Iteration 68Q: 3 clusters Score -1082680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -1082682.750000 Penalty: 907.747803
	Iteration 69Q: 3 clusters Score -1082683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -1082683.000000 Penalty: 907.747803
	Iteration 70Q: 3 clusters Score -1082683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -1082684.500000 Penalty: 907.747803
	Iteration 71Q: 3 clusters Score -1082684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -1082687.000000 Penalty: 907.747803
	Iteration 72Q: 3 clusters Score -1082687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -1082687.125000 Penalty: 907.747803
	Iteration 73Q: 3 clusters Score -1082687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -1082687.625000 Penalty: 907.747803
	Iteration 74Q: 3 clusters Score -1082688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -1082688.000000 Penalty: 907.747803
	Iteration 75Q: 3 clusters Score -1082688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -1082688.750000 Penalty: 907.747803
	Iteration 76Q: 3 clusters Score -1082689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -1082688.250000 Penalty: 907.747803
	Iteration 77Q: 3 clusters Score -1082688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -1082689.125000 Penalty: 907.747803
	Iteration 78Q: 3 clusters Score -1082689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -1082689.125000 Penalty: 907.747803
	Iteration 79F: 3 clusters Score -1082689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (75865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Entering Unmasked Estep 
Score: -3990077.750000 Penalty: 511.270325
	Iteration 0F: 2 clusters Score -3990078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -3938890.250000 Penalty: 1022.540649
	Iteration 0F: 3 clusters Score -3938890 nChanged 37074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -3962347.250000 Penalty: 1022.540649
	Iteration 1F: 3 clusters Score -3962347 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -3964255.250000 Penalty: 1022.540649
	Iteration 2F: 3 clusters Score -3964255 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3966846.750000 Penalty: 1022.540649
	Iteration 3F: 3 clusters Score -3966847 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3970340.750000 Penalty: 1022.540649
	Iteration 4F: 3 clusters Score -3970341 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3974365.250000 Penalty: 1022.540649
	Iteration 5F: 3 clusters Score -3974365 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3978167.750000 Penalty: 1022.540649
	Iteration 6F: 3 clusters Score -3978168 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3980880.250000 Penalty: 1022.540649
	Iteration 7Q: 3 clusters Score -3980880 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3982490.000000 Penalty: 1022.540649
	Iteration 8Q: 3 clusters Score -3982490 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3983306.750000 Penalty: 1022.540649
	Iteration 9Q: 3 clusters Score -3983307 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3983836.750000 Penalty: 1022.540649
	Iteration 10Q: 3 clusters Score -3983837 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3984308.000000 Penalty: 1022.540649
	Iteration 11Q: 3 clusters Score -3984308 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -3984762.250000 Penalty: 1022.540649
	Iteration 12Q: 3 clusters Score -3984762 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3985189.750000 Penalty: 1022.540649
	Iteration 13Q: 3 clusters Score -3985190 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3985593.250000 Penalty: 1022.540649
	Iteration 14Q: 3 clusters Score -3985593 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3985954.500000 Penalty: 1022.540649
	Iteration 15Q: 3 clusters Score -3985954 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -3986346.500000 Penalty: 1022.540649
	Iteration 16Q: 3 clusters Score -3986346 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3986696.250000 Penalty: 1022.540649
	Iteration 17Q: 3 clusters Score -3986696 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -3987037.000000 Penalty: 1022.540649
	Iteration 18Q: 3 clusters Score -3987037 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3987363.750000 Penalty: 1022.540649
	Iteration 19Q: 3 clusters Score -3987364 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3987678.750000 Penalty: 1022.540649
	Iteration 20F: 3 clusters Score -3987679 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3987990.750000 Penalty: 1022.540649
	Iteration 21Q: 3 clusters Score -3987991 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3988252.500000 Penalty: 1022.540649
	Iteration 22Q: 3 clusters Score -3988252 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3988522.500000 Penalty: 1022.540649
	Iteration 23Q: 3 clusters Score -3988522 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3988756.500000 Penalty: 1022.540649
	Iteration 24Q: 3 clusters Score -3988756 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3988964.000000 Penalty: 1022.540649
	Iteration 25Q: 3 clusters Score -3988964 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3989126.500000 Penalty: 1022.540649
	Iteration 26Q: 3 clusters Score -3989126 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3989236.750000 Penalty: 1022.540649
	Iteration 27Q: 3 clusters Score -3989237 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3989340.000000 Penalty: 1022.540649
	Iteration 28Q: 3 clusters Score -3989340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3989420.750000 Penalty: 1022.540649
	Iteration 29Q: 3 clusters Score -3989421 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75446 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3989491.500000 Penalty: 1022.540649
	Iteration 30Q: 3 clusters Score -3989492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3989524.000000 Penalty: 1022.540649
	Iteration 31Q: 3 clusters Score -3989524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3989546.500000 Penalty: 1022.540649
	Iteration 32Q: 3 clusters Score -3989546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3989567.500000 Penalty: 1022.540649
	Iteration 33Q: 3 clusters Score -3989568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3989573.000000 Penalty: 1022.540649
	Iteration 34Q: 3 clusters Score -3989573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75615 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3989579.750000 Penalty: 1022.540649
	Iteration 35Q: 3 clusters Score -3989580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3989598.500000 Penalty: 1022.540649
	Iteration 36Q: 3 clusters Score -3989598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3989603.250000 Penalty: 1022.540649
	Iteration 37Q: 3 clusters Score -3989603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3989606.500000 Penalty: 1022.540649
	Iteration 38Q: 3 clusters Score -3989606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3989619.250000 Penalty: 1022.540649
	Iteration 39Q: 3 clusters Score -3989619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3989626.000000 Penalty: 1022.540649
	Iteration 40F: 3 clusters Score -3989626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3989625.750000 Penalty: 1022.540649
	Iteration 41Q: 3 clusters Score -3989626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3989626.500000 Penalty: 1022.540649
	Iteration 42Q: 3 clusters Score -3989626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75684 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3989628.750000 Penalty: 1022.540649
	Iteration 43Q: 3 clusters Score -3989629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3989631.750000 Penalty: 1022.540649
	Iteration 44Q: 3 clusters Score -3989632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3989631.000000 Penalty: 1022.540649
	Iteration 45Q: 3 clusters Score -3989631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3989631.000000 Penalty: 1022.540649
	Iteration 46F: 3 clusters Score -3989631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Entering Unmasked Estep 
Score: -442450.437500 Penalty: 409.785004
	Iteration 0F: 2 clusters Score -442450.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -436963.062500 Penalty: 819.570007
	Iteration 0F: 3 clusters Score -436963.1 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -439136.968750 Penalty: 819.570007
	Iteration 1F: 3 clusters Score -439137 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -439349.437500 Penalty: 819.570007
	Iteration 2F: 3 clusters Score -439349.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -439614.468750 Penalty: 819.570007
	Iteration 3F: 3 clusters Score -439614.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -439985.906250 Penalty: 819.570007
	Iteration 4F: 3 clusters Score -439985.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -440502.312500 Penalty: 819.570007
	Iteration 5F: 3 clusters Score -440502.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -441104.375000 Penalty: 819.570007
	Iteration 6F: 3 clusters Score -441104.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -441696.656250 Penalty: 819.570007
	Iteration 7F: 3 clusters Score -441696.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -442070.156250 Penalty: 819.570007
	Iteration 8Q: 3 clusters Score -442070.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -442182.437500 Penalty: 819.570007
	Iteration 9Q: 3 clusters Score -442182.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -442243.812500 Penalty: 819.570007
	Iteration 10Q: 3 clusters Score -442243.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -442279.750000 Penalty: 819.570007
	Iteration 11Q: 3 clusters Score -442279.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -442294.500000 Penalty: 819.570007
	Iteration 12Q: 3 clusters Score -442294.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -442306.281250 Penalty: 819.570007
	Iteration 13Q: 3 clusters Score -442306.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -442316.000000 Penalty: 819.570007
	Iteration 14Q: 3 clusters Score -442316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -442326.625000 Penalty: 819.570007
	Iteration 15Q: 3 clusters Score -442326.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -442332.593750 Penalty: 819.570007
	Iteration 16Q: 3 clusters Score -442332.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -442338.468750 Penalty: 819.570007
	Iteration 17Q: 3 clusters Score -442338.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -442341.125000 Penalty: 819.570007
	Iteration 18Q: 3 clusters Score -442341.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -442343.281250 Penalty: 819.570007
	Iteration 19Q: 3 clusters Score -442343.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -442344.187500 Penalty: 819.570007
	Iteration 20F: 3 clusters Score -442344.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -442345.187500 Penalty: 819.570007
	Iteration 21Q: 3 clusters Score -442345.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -442347.656250 Penalty: 819.570007
	Iteration 22Q: 3 clusters Score -442347.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -442350.156250 Penalty: 819.570007
	Iteration 23Q: 3 clusters Score -442350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -442352.937500 Penalty: 819.570007
	Iteration 24Q: 3 clusters Score -442352.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -442355.750000 Penalty: 819.570007
	Iteration 25Q: 3 clusters Score -442355.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -442357.875000 Penalty: 819.570007
	Iteration 26Q: 3 clusters Score -442357.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -442359.781250 Penalty: 819.570007
	Iteration 27Q: 3 clusters Score -442359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -442363.531250 Penalty: 819.570007
	Iteration 28Q: 3 clusters Score -442363.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -442364.875000 Penalty: 819.570007
	Iteration 29Q: 3 clusters Score -442364.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -442366.312500 Penalty: 819.570007
	Iteration 30Q: 3 clusters Score -442366.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -442366.593750 Penalty: 819.570007
	Iteration 31Q: 3 clusters Score -442366.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -442366.937500 Penalty: 819.570007
	Iteration 32Q: 3 clusters Score -442366.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -442367.312500 Penalty: 819.570007
	Iteration 33Q: 3 clusters Score -442367.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -442369.218750 Penalty: 819.570007
	Iteration 34Q: 3 clusters Score -442369.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -442370.281250 Penalty: 819.570007
	Iteration 35Q: 3 clusters Score -442370.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -442371.187500 Penalty: 819.570007
	Iteration 36Q: 3 clusters Score -442371.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -442371.781250 Penalty: 819.570007
	Iteration 37Q: 3 clusters Score -442371.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -442372.656250 Penalty: 819.570007
	Iteration 38Q: 3 clusters Score -442372.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -442373.125000 Penalty: 819.570007
	Iteration 39Q: 3 clusters Score -442373.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -442375.593750 Penalty: 819.570007
	Iteration 40F: 3 clusters Score -442375.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -442377.937500 Penalty: 819.570007
	Iteration 41Q: 3 clusters Score -442377.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -442379.156250 Penalty: 819.570007
	Iteration 42Q: 3 clusters Score -442379.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -442379.937500 Penalty: 819.570007
	Iteration 43Q: 3 clusters Score -442379.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -442380.968750 Penalty: 819.570007
	Iteration 44Q: 3 clusters Score -442381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -442380.718750 Penalty: 819.570007
	Iteration 45Q: 3 clusters Score -442380.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -442381.937500 Penalty: 819.570007
	Iteration 46Q: 3 clusters Score -442381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -442383.531250 Penalty: 819.570007
	Iteration 47Q: 3 clusters Score -442383.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -442383.718750 Penalty: 819.570007
	Iteration 48Q: 3 clusters Score -442383.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -442383.843750 Penalty: 819.570007
	Iteration 49Q: 3 clusters Score -442383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -442383.812500 Penalty: 819.570007
	Iteration 50Q: 3 clusters Score -442383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -442383.937500 Penalty: 819.570007
	Iteration 51Q: 3 clusters Score -442383.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -442384.843750 Penalty: 819.570007
	Iteration 52Q: 3 clusters Score -442384.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -442384.500000 Penalty: 819.570007
	Iteration 53Q: 3 clusters Score -442384.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -442385.875000 Penalty: 819.570007
	Iteration 54Q: 3 clusters Score -442385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -442386.312500 Penalty: 819.570007
	Iteration 55Q: 3 clusters Score -442386.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -442388.437500 Penalty: 819.570007
	Iteration 56Q: 3 clusters Score -442388.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -442389.437500 Penalty: 819.570007
	Iteration 57Q: 3 clusters Score -442389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -442388.875000 Penalty: 819.570007
	Iteration 58Q: 3 clusters Score -442388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -442389.156250 Penalty: 819.570007
	Iteration 59Q: 3 clusters Score -442389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -442389.218750 Penalty: 819.570007
	Iteration 60F: 3 clusters Score -442389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -442389.156250 Penalty: 819.570007
	Iteration 61Q: 3 clusters Score -442389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -442390.218750 Penalty: 819.570007
	Iteration 62Q: 3 clusters Score -442390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -442389.968750 Penalty: 819.570007
	Iteration 63Q: 3 clusters Score -442390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -442389.968750 Penalty: 819.570007
	Iteration 64F: 3 clusters Score -442390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (18771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Entering Unmasked Estep 
Score: -1027897.125000 Penalty: 447.723145
	Iteration 0F: 2 clusters Score -1027897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1015444.750000 Penalty: 895.446289
	Iteration 0F: 3 clusters Score -1015445 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1020621.500000 Penalty: 895.446289
	Iteration 1F: 3 clusters Score -1020622 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1020952.312500 Penalty: 895.446289
	Iteration 2Q: 3 clusters Score -1020952 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1021440.125000 Penalty: 895.446289
	Iteration 3F: 3 clusters Score -1021440 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1022192.562500 Penalty: 895.446289
	Iteration 4F: 3 clusters Score -1022193 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1023298.062500 Penalty: 895.446289
	Iteration 5F: 3 clusters Score -1023298 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1024699.625000 Penalty: 895.446289
	Iteration 6F: 3 clusters Score -1024700 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1026009.687500 Penalty: 895.446289
	Iteration 7F: 3 clusters Score -1026010 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1026882.875000 Penalty: 895.446289
	Iteration 8Q: 3 clusters Score -1026883 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -1027281.250000 Penalty: 895.446289
	Iteration 9Q: 3 clusters Score -1027281 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -1027425.062500 Penalty: 895.446289
	Iteration 10Q: 3 clusters Score -1027425 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -1027486.875000 Penalty: 895.446289
	Iteration 11Q: 3 clusters Score -1027487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1027503.875000 Penalty: 895.446289
	Iteration 12Q: 3 clusters Score -1027504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -1027514.625000 Penalty: 895.446289
	Iteration 13Q: 3 clusters Score -1027515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -1027516.750000 Penalty: 895.446289
	Iteration 14Q: 3 clusters Score -1027517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1027517.187500 Penalty: 895.446289
	Iteration 15Q: 3 clusters Score -1027517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1027517.187500 Penalty: 895.446289
	Iteration 16F: 3 clusters Score -1027517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (89576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89576 members 
Entering Unmasked Estep 
Score: -4917785.500000 Penalty: 518.829346
	Iteration 0F: 2 clusters Score -4917786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -4858218.000000 Penalty: 1037.658691
	Iteration 0F: 3 clusters Score -4858218 nChanged 43787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -4885883.500000 Penalty: 1037.658691
	Iteration 1F: 3 clusters Score -4885884 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -4888007.500000 Penalty: 1037.658691
	Iteration 2F: 3 clusters Score -4888008 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -4891597.000000 Penalty: 1037.658691
	Iteration 3F: 3 clusters Score -4891597 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -4897032.000000 Penalty: 1037.658691
	Iteration 4F: 3 clusters Score -4897032 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
Score: -4903599.000000 Penalty: 1037.658691
	Iteration 5F: 3 clusters Score -4903599 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -4909256.500000 Penalty: 1037.658691
	Iteration 6F: 3 clusters Score -4909256 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -4912269.500000 Penalty: 1037.658691
	Iteration 7Q: 3 clusters Score -4912270 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -4913625.000000 Penalty: 1037.658691
	Iteration 8Q: 3 clusters Score -4913625 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -4914426.000000 Penalty: 1037.658691
	Iteration 9Q: 3 clusters Score -4914426 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -4914975.500000 Penalty: 1037.658691
	Iteration 10Q: 3 clusters Score -4914976 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -4915413.500000 Penalty: 1037.658691
	Iteration 11Q: 3 clusters Score -4915414 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -4915777.500000 Penalty: 1037.658691
	Iteration 12Q: 3 clusters Score -4915778 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 83996 members 
Entering Unmasked Estep 
Score: -4916091.000000 Penalty: 1037.658691
	Iteration 13Q: 3 clusters Score -4916091 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -4916400.500000 Penalty: 1037.658691
	Iteration 14Q: 3 clusters Score -4916400 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -4916583.500000 Penalty: 1037.658691
	Iteration 15Q: 3 clusters Score -4916584 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 85776 members 
Entering Unmasked Estep 
Score: -4916780.000000 Penalty: 1037.658691
	Iteration 16Q: 3 clusters Score -4916780 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -4916904.500000 Penalty: 1037.658691
	Iteration 17Q: 3 clusters Score -4916904 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -4917029.000000 Penalty: 1037.658691
	Iteration 18Q: 3 clusters Score -4917029 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -4917093.500000 Penalty: 1037.658691
	Iteration 19Q: 3 clusters Score -4917094 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -4917184.000000 Penalty: 1037.658691
	Iteration 20F: 3 clusters Score -4917184 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -4917241.000000 Penalty: 1037.658691
	Iteration 21Q: 3 clusters Score -4917241 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 87831 members 
Entering Unmasked Estep 
Score: -4917265.500000 Penalty: 1037.658691
	Iteration 22Q: 3 clusters Score -4917266 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 88018 members 
Entering Unmasked Estep 
Score: -4917310.500000 Penalty: 1037.658691
	Iteration 23Q: 3 clusters Score -4917310 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -4917346.000000 Penalty: 1037.658691
	Iteration 24Q: 3 clusters Score -4917346 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -4917337.000000 Penalty: 1037.658691
	Iteration 25Q: 3 clusters Score -4917337 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -4917367.000000 Penalty: 1037.658691
	Iteration 26Q: 3 clusters Score -4917367 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 88530 members 
Entering Unmasked Estep 
Score: -4917372.500000 Penalty: 1037.658691
	Iteration 27Q: 3 clusters Score -4917372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 88602 members 
Entering Unmasked Estep 
Score: -4917369.500000 Penalty: 1037.658691
	Iteration 28Q: 3 clusters Score -4917370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -4917374.500000 Penalty: 1037.658691
	Iteration 29Q: 3 clusters Score -4917374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -4917379.000000 Penalty: 1037.658691
	Iteration 30Q: 3 clusters Score -4917379 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -4917400.000000 Penalty: 1037.658691
	Iteration 31Q: 3 clusters Score -4917400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -4917399.500000 Penalty: 1037.658691
	Iteration 32Q: 3 clusters Score -4917400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 88834 members 
Entering Unmasked Estep 
Score: -4917397.000000 Penalty: 1037.658691
	Iteration 33Q: 3 clusters Score -4917397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -4917401.500000 Penalty: 1037.658691
	Iteration 34Q: 3 clusters Score -4917402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -4917400.500000 Penalty: 1037.658691
	Iteration 35Q: 3 clusters Score -4917400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -4917405.500000 Penalty: 1037.658691
	Iteration 36Q: 3 clusters Score -4917406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 88958 members 
Entering Unmasked Estep 
Score: -4917402.000000 Penalty: 1037.658691
	Iteration 37Q: 3 clusters Score -4917402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -4917412.000000 Penalty: 1037.658691
	Iteration 38Q: 3 clusters Score -4917412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -4917413.500000 Penalty: 1037.658691
	Iteration 39Q: 3 clusters Score -4917414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 88998 members 
Entering Unmasked Estep 
Score: -4917423.500000 Penalty: 1037.658691
	Iteration 40F: 3 clusters Score -4917424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 89005 members 
Entering Unmasked Estep 
Score: -4917418.000000 Penalty: 1037.658691
	Iteration 41Q: 3 clusters Score -4917418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -4917421.500000 Penalty: 1037.658691
	Iteration 42Q: 3 clusters Score -4917422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -4917417.500000 Penalty: 1037.658691
	Iteration 43Q: 3 clusters Score -4917418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 89035 members 
Entering Unmasked Estep 
Score: -4917422.500000 Penalty: 1037.658691
	Iteration 44Q: 3 clusters Score -4917422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -4917423.000000 Penalty: 1037.658691
	Iteration 45Q: 3 clusters Score -4917423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -4917419.500000 Penalty: 1037.658691
	Iteration 46Q: 3 clusters Score -4917420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -4917422.000000 Penalty: 1037.658691
	Iteration 47Q: 3 clusters Score -4917422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -4917421.500000 Penalty: 1037.658691
	Iteration 48Q: 3 clusters Score -4917422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -4917417.500000 Penalty: 1037.658691
	Iteration 49Q: 3 clusters Score -4917418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 89080 members 
Entering Unmasked Estep 
Score: -4917421.000000 Penalty: 1037.658691
	Iteration 50Q: 3 clusters Score -4917421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -4917419.000000 Penalty: 1037.658691
	Iteration 51Q: 3 clusters Score -4917419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -4917421.500000 Penalty: 1037.658691
	Iteration 52Q: 3 clusters Score -4917422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -4917431.500000 Penalty: 1037.658691
	Iteration 53Q: 3 clusters Score -4917432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 89093 members 
Entering Unmasked Estep 
Score: -4917428.500000 Penalty: 1037.658691
	Iteration 54Q: 3 clusters Score -4917428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 89098 members 
Entering Unmasked Estep 
Score: -4917426.000000 Penalty: 1037.658691
	Iteration 55Q: 3 clusters Score -4917426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 89100 members 
Entering Unmasked Estep 
Score: -4917424.500000 Penalty: 1037.658691
	Iteration 56Q: 3 clusters Score -4917424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -4917425.500000 Penalty: 1037.658691
	Iteration 57Q: 3 clusters Score -4917426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -4917424.500000 Penalty: 1037.658691
	Iteration 58Q: 3 clusters Score -4917424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -4917427.000000 Penalty: 1037.658691
	Iteration 59Q: 3 clusters Score -4917427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 89107 members 
Entering Unmasked Estep 
Score: -4917426.500000 Penalty: 1037.658691
	Iteration 60F: 3 clusters Score -4917426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 89108 members 
Entering Unmasked Estep 
Score: -4917426.000000 Penalty: 1037.658691
	Iteration 61Q: 3 clusters Score -4917426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 89108 members 
Entering Unmasked Estep 
Score: -4917426.000000 Penalty: 1037.658691
	Iteration 62F: 3 clusters Score -4917426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Entering Unmasked Estep 
Score: -309428.937500 Penalty: 397.297852
	Iteration 0F: 2 clusters Score -309428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -305315.625000 Penalty: 794.595703
	Iteration 0F: 3 clusters Score -305315.6 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -306829.281250 Penalty: 794.595703
	Iteration 1F: 3 clusters Score -306829.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -306987.812500 Penalty: 794.595703
	Iteration 2F: 3 clusters Score -306987.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -307214.375000 Penalty: 794.595703
	Iteration 3F: 3 clusters Score -307214.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -307559.843750 Penalty: 794.595703
	Iteration 4F: 3 clusters Score -307559.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -307910.718750 Penalty: 794.595703
	Iteration 5F: 3 clusters Score -307910.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -308209.750000 Penalty: 794.595703
	Iteration 6F: 3 clusters Score -308209.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -308400.625000 Penalty: 794.595703
	Iteration 7Q: 3 clusters Score -308400.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -308551.218750 Penalty: 794.595703
	Iteration 8Q: 3 clusters Score -308551.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -308670.812500 Penalty: 794.595703
	Iteration 9Q: 3 clusters Score -308670.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -308780.937500 Penalty: 794.595703
	Iteration 10Q: 3 clusters Score -308780.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -308869.968750 Penalty: 794.595703
	Iteration 11Q: 3 clusters Score -308870 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -308953.093750 Penalty: 794.595703
	Iteration 12Q: 3 clusters Score -308953.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -309020.500000 Penalty: 794.595703
	Iteration 13Q: 3 clusters Score -309020.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -309077.812500 Penalty: 794.595703
	Iteration 14Q: 3 clusters Score -309077.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -309113.343750 Penalty: 794.595703
	Iteration 15Q: 3 clusters Score -309113.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -309129.062500 Penalty: 794.595703
	Iteration 16Q: 3 clusters Score -309129.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -309137.343750 Penalty: 794.595703
	Iteration 17Q: 3 clusters Score -309137.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -309146.156250 Penalty: 794.595703
	Iteration 18Q: 3 clusters Score -309146.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -309150.812500 Penalty: 794.595703
	Iteration 19Q: 3 clusters Score -309150.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -309152.937500 Penalty: 794.595703
	Iteration 20F: 3 clusters Score -309152.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -309154.937500 Penalty: 794.595703
	Iteration 21Q: 3 clusters Score -309154.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -309155.406250 Penalty: 794.595703
	Iteration 22Q: 3 clusters Score -309155.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -309155.843750 Penalty: 794.595703
	Iteration 23Q: 3 clusters Score -309155.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -309156.343750 Penalty: 794.595703
	Iteration 24Q: 3 clusters Score -309156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -309157.218750 Penalty: 794.595703
	Iteration 25Q: 3 clusters Score -309157.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -309157.406250 Penalty: 794.595703
	Iteration 26Q: 3 clusters Score -309157.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -309157.062500 Penalty: 794.595703
	Iteration 27Q: 3 clusters Score -309157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -309157.031250 Penalty: 794.595703
	Iteration 28Q: 3 clusters Score -309157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -309157.031250 Penalty: 794.595703
	Iteration 29F: 3 clusters Score -309157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 25791 members 
Mstep: Class 3 contains 98496 members 
Mstep: Class 4 contains 82126 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 10601 members 
Mstep: Class 7 contains 94482 members 
Mstep: Class 8 contains 9404 members 
Mstep: Class 9 contains 72269 members 
Mstep: Class 10 contains 26909 members 
Mstep: Class 11 contains 12295 members 
Mstep: Class 12 contains 7132 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 15003 members 
Mstep: Class 16 contains 53395 members 
Mstep: Class 17 contains 1671 members 
Mstep: Class 18 contains 739 members 
Mstep: Class 19 contains 19805 members 
Mstep: Class 20 contains 3014 members 
Mstep: Class 21 contains 22153 members 
Mstep: Class 22 contains 3169 members 
Mstep: Class 23 contains 6669 members 
Mstep: Class 24 contains 16537 members 
Mstep: Class 25 contains 90916 members 
Mstep: Class 26 contains 1794 members 
Mstep: Class 27 contains 181871 members 
Mstep: Class 28 contains 171608 members 
Mstep: Class 29 contains 64077 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 79199 members 
Mstep: Class 32 contains 52629 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 11371 members 
Mstep: Class 35 contains 164561 members 
Mstep: Class 36 contains 72626 members 
Mstep: Class 37 contains 21488 members 
Mstep: Class 39 contains 75865 members 
Mstep: Class 40 contains 8154 members 
Mstep: Class 41 contains 18771 members 
Mstep: Class 42 contains 89576 members 
Mstep: Class 43 contains 6197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87387040.000000 Penalty: 27449.218750
Iteration 239Q: 43 clusters Score -8.738704e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 25727 members 
Mstep: Class 3 contains 98300 members 
Mstep: Class 4 contains 82566 members 
Mstep: Class 5 contains 6597 members 
Mstep: Class 6 contains 10586 members 
Mstep: Class 7 contains 93698 members 
Mstep: Class 8 contains 9414 members 
Mstep: Class 9 contains 72108 members 
Mstep: Class 10 contains 27083 members 
Mstep: Class 11 contains 12517 members 
Mstep: Class 12 contains 7349 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 2893 members 
Mstep: Class 15 contains 15010 members 
Mstep: Class 16 contains 53260 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 18 contains 739 members 
Mstep: Class 19 contains 19990 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 22162 members 
Mstep: Class 22 contains 3204 members 
Mstep: Class 23 contains 6391 members 
Mstep: Class 24 contains 16742 members 
Mstep: Class 25 contains 90669 members 
Mstep: Class 26 contains 1803 members 
Mstep: Class 27 contains 181075 members 
Mstep: Class 28 contains 172249 members 
Mstep: Class 29 contains 64148 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 78230 members 
Mstep: Class 32 contains 52879 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 11369 members 
Mstep: Class 35 contains 164390 members 
Mstep: Class 36 contains 73052 members 
Mstep: Class 37 contains 21400 members 
Mstep: Class 39 contains 76377 members 
Mstep: Class 40 contains 8152 members 
Mstep: Class 41 contains 18773 members 
Mstep: Class 42 contains 90131 members 
Mstep: Class 43 contains 6214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87389584.000000 Penalty: 27449.218750
Iteration 240F: 43 clusters Score -8.738958e+07 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 25676 members 
Mstep: Class 3 contains 98023 members 
Mstep: Class 4 contains 83087 members 
Mstep: Class 5 contains 6419 members 
Mstep: Class 6 contains 10589 members 
Mstep: Class 7 contains 92929 members 
Mstep: Class 8 contains 9418 members 
Mstep: Class 9 contains 71941 members 
Mstep: Class 10 contains 27385 members 
Mstep: Class 11 contains 12729 members 
Mstep: Class 12 contains 7672 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 2927 members 
Mstep: Class 15 contains 15005 members 
Mstep: Class 16 contains 53149 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 738 members 
Mstep: Class 19 contains 20155 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 22166 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 6097 members 
Mstep: Class 24 contains 16917 members 
Mstep: Class 25 contains 90338 members 
Mstep: Class 26 contains 1813 members 
Mstep: Class 27 contains 179470 members 
Mstep: Class 28 contains 170764 members 
Mstep: Class 29 contains 64249 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 77189 members 
Mstep: Class 32 contains 53160 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 11364 members 
Mstep: Class 35 contains 164165 members 
Mstep: Class 36 contains 73466 members 
Mstep: Class 37 contains 21287 members 
Mstep: Class 39 contains 80004 members 
Mstep: Class 40 contains 8150 members 
Mstep: Class 41 contains 18771 members 
Mstep: Class 42 contains 90591 members 
Mstep: Class 43 contains 6236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87391472.000000 Penalty: 27449.218750
Iteration 241Q: 43 clusters Score -8.739147e+07 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 25670 members 
Mstep: Class 3 contains 97792 members 
Mstep: Class 4 contains 83560 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 10585 members 
Mstep: Class 7 contains 92242 members 
Mstep: Class 8 contains 9428 members 
Mstep: Class 9 contains 71757 members 
Mstep: Class 10 contains 27637 members 
Mstep: Class 11 contains 12980 members 
Mstep: Class 12 contains 8074 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 2960 members 
Mstep: Class 15 contains 14995 members 
Mstep: Class 16 contains 53099 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 737 members 
Mstep: Class 19 contains 20313 members 
Mstep: Class 20 contains 2865 members 
Mstep: Class 21 contains 22174 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 5844 members 
Mstep: Class 24 contains 17058 members 
Mstep: Class 25 contains 89972 members 
Mstep: Class 26 contains 1818 members 
Mstep: Class 27 contains 178032 members 
Mstep: Class 28 contains 169289 members 
Mstep: Class 29 contains 64366 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 76091 members 
Mstep: Class 32 contains 53473 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 11318 members 
Mstep: Class 35 contains 164243 members 
Mstep: Class 36 contains 73852 members 
Mstep: Class 37 contains 21148 members 
Mstep: Class 39 contains 83144 members 
Mstep: Class 40 contains 8147 members 
Mstep: Class 41 contains 18779 members 
Mstep: Class 42 contains 90957 members 
Mstep: Class 43 contains 6256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87392696.000000 Penalty: 27449.218750
Iteration 242Q: 43 clusters Score -8.73927e+07 nChanged 14009
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 25671 members 
Mstep: Class 3 contains 97549 members 
Mstep: Class 4 contains 83992 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 10632 members 
Mstep: Class 7 contains 91528 members 
Mstep: Class 8 contains 9434 members 
Mstep: Class 9 contains 71561 members 
Mstep: Class 10 contains 27826 members 
Mstep: Class 11 contains 13227 members 
Mstep: Class 12 contains 8519 members 
Mstep: Class 13 contains 1025 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 14997 members 
Mstep: Class 16 contains 53061 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 737 members 
Mstep: Class 19 contains 20502 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 22175 members 
Mstep: Class 22 contains 3344 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 17220 members 
Mstep: Class 25 contains 89551 members 
Mstep: Class 26 contains 1825 members 
Mstep: Class 27 contains 176908 members 
Mstep: Class 28 contains 167886 members 
Mstep: Class 29 contains 64469 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 75020 members 
Mstep: Class 32 contains 53766 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 11237 members 
Mstep: Class 35 contains 164415 members 
Mstep: Class 36 contains 74266 members 
Mstep: Class 37 contains 20985 members 
Mstep: Class 39 contains 85911 members 
Mstep: Class 40 contains 8148 members 
Mstep: Class 41 contains 18779 members 
Mstep: Class 42 contains 91283 members 
Mstep: Class 43 contains 6279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393160.000000 Penalty: 27449.218750
Iteration 243Q: 43 clusters Score -8.739316e+07 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 25682 members 
Mstep: Class 3 contains 97307 members 
Mstep: Class 4 contains 84339 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 6 contains 10651 members 
Mstep: Class 7 contains 90823 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 71337 members 
Mstep: Class 10 contains 27959 members 
Mstep: Class 11 contains 13424 members 
Mstep: Class 12 contains 8984 members 
Mstep: Class 13 contains 1028 members 
Mstep: Class 14 contains 3031 members 
Mstep: Class 15 contains 14999 members 
Mstep: Class 16 contains 53033 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 737 members 
Mstep: Class 19 contains 20701 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 22165 members 
Mstep: Class 22 contains 3372 members 
Mstep: Class 23 contains 5380 members 
Mstep: Class 24 contains 17375 members 
Mstep: Class 25 contains 89148 members 
Mstep: Class 26 contains 1831 members 
Mstep: Class 27 contains 176174 members 
Mstep: Class 28 contains 166538 members 
Mstep: Class 29 contains 64558 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 73949 members 
Mstep: Class 32 contains 54095 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 11112 members 
Mstep: Class 35 contains 164639 members 
Mstep: Class 36 contains 74695 members 
Mstep: Class 37 contains 20805 members 
Mstep: Class 39 contains 88441 members 
Mstep: Class 40 contains 8148 members 
Mstep: Class 41 contains 18784 members 
Mstep: Class 42 contains 91592 members 
Mstep: Class 43 contains 6298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393408.000000 Penalty: 27449.218750
Iteration 244Q: 43 clusters Score -8.739341e+07 nChanged 13784
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 25698 members 
Mstep: Class 3 contains 97066 members 
Mstep: Class 4 contains 84550 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 10653 members 
Mstep: Class 7 contains 90050 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 71121 members 
Mstep: Class 10 contains 28088 members 
Mstep: Class 11 contains 13584 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 3066 members 
Mstep: Class 15 contains 15002 members 
Mstep: Class 16 contains 52982 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 738 members 
Mstep: Class 19 contains 20921 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 22167 members 
Mstep: Class 22 contains 3413 members 
Mstep: Class 23 contains 5169 members 
Mstep: Class 24 contains 17557 members 
Mstep: Class 25 contains 88742 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 175579 members 
Mstep: Class 28 contains 165492 members 
Mstep: Class 29 contains 64627 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 72937 members 
Mstep: Class 32 contains 54360 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 10964 members 
Mstep: Class 35 contains 164820 members 
Mstep: Class 36 contains 75161 members 
Mstep: Class 37 contains 20572 members 
Mstep: Class 39 contains 90658 members 
Mstep: Class 40 contains 8148 members 
Mstep: Class 41 contains 18780 members 
Mstep: Class 42 contains 91967 members 
Mstep: Class 43 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393808.000000 Penalty: 27449.218750
Iteration 245Q: 43 clusters Score -8.739381e+07 nChanged 13757
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 25725 members 
Mstep: Class 3 contains 96916 members 
Mstep: Class 4 contains 84620 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 10672 members 
Mstep: Class 7 contains 89338 members 
Mstep: Class 8 contains 9440 members 
Mstep: Class 9 contains 70857 members 
Mstep: Class 10 contains 28210 members 
Mstep: Class 11 contains 13730 members 
Mstep: Class 12 contains 10075 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 3093 members 
Mstep: Class 15 contains 15007 members 
Mstep: Class 16 contains 52950 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 738 members 
Mstep: Class 19 contains 21190 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 22158 members 
Mstep: Class 22 contains 3455 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 17781 members 
Mstep: Class 25 contains 88384 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 175068 members 
Mstep: Class 28 contains 164811 members 
Mstep: Class 29 contains 64759 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 71939 members 
Mstep: Class 32 contains 54672 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 10808 members 
Mstep: Class 35 contains 164935 members 
Mstep: Class 36 contains 75542 members 
Mstep: Class 37 contains 20327 members 
Mstep: Class 39 contains 92432 members 
Mstep: Class 40 contains 8148 members 
Mstep: Class 41 contains 18786 members 
Mstep: Class 42 contains 92190 members 
Mstep: Class 43 contains 6343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393696.000000 Penalty: 27449.218750
Iteration 246Q: 43 clusters Score -8.73937e+07 nChanged 13633
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 25781 members 
Mstep: Class 3 contains 96822 members 
Mstep: Class 4 contains 84575 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 10701 members 
Mstep: Class 7 contains 88651 members 
Mstep: Class 8 contains 9436 members 
Mstep: Class 9 contains 70627 members 
Mstep: Class 10 contains 28353 members 
Mstep: Class 11 contains 13871 members 
Mstep: Class 12 contains 10693 members 
Mstep: Class 13 contains 1034 members 
Mstep: Class 14 contains 3130 members 
Mstep: Class 15 contains 15020 members 
Mstep: Class 16 contains 52960 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 21475 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 22153 members 
Mstep: Class 22 contains 3514 members 
Mstep: Class 23 contains 4794 members 
Mstep: Class 24 contains 18019 members 
Mstep: Class 25 contains 87964 members 
Mstep: Class 26 contains 1839 members 
Mstep: Class 27 contains 174487 members 
Mstep: Class 28 contains 164276 members 
Mstep: Class 29 contains 64872 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 70967 members 
Mstep: Class 32 contains 55000 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 10641 members 
Mstep: Class 35 contains 164903 members 
Mstep: Class 36 contains 75917 members 
Mstep: Class 37 contains 20088 members 
Mstep: Class 39 contains 94180 members 
Mstep: Class 40 contains 8144 members 
Mstep: Class 41 contains 18805 members 
Mstep: Class 42 contains 92312 members 
Mstep: Class 43 contains 6357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393704.000000 Penalty: 27449.218750
Iteration 247Q: 43 clusters Score -8.73937e+07 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 25860 members 
Mstep: Class 3 contains 96719 members 
Mstep: Class 4 contains 84420 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 10779 members 
Mstep: Class 7 contains 88032 members 
Mstep: Class 8 contains 9433 members 
Mstep: Class 9 contains 70373 members 
Mstep: Class 10 contains 28547 members 
Mstep: Class 11 contains 14036 members 
Mstep: Class 12 contains 11357 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 14 contains 3159 members 
Mstep: Class 15 contains 15038 members 
Mstep: Class 16 contains 52938 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 743 members 
Mstep: Class 19 contains 21783 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 22152 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 4623 members 
Mstep: Class 24 contains 18240 members 
Mstep: Class 25 contains 87520 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 174012 members 
Mstep: Class 28 contains 163806 members 
Mstep: Class 29 contains 64998 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 69975 members 
Mstep: Class 32 contains 55337 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 10502 members 
Mstep: Class 35 contains 164833 members 
Mstep: Class 36 contains 76287 members 
Mstep: Class 37 contains 19855 members 
Mstep: Class 39 contains 95850 members 
Mstep: Class 40 contains 8141 members 
Mstep: Class 41 contains 18817 members 
Mstep: Class 42 contains 92288 members 
Mstep: Class 43 contains 6370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393168.000000 Penalty: 27449.218750
Iteration 248Q: 43 clusters Score -8.739317e+07 nChanged 13076
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 25900 members 
Mstep: Class 3 contains 96590 members 
Mstep: Class 4 contains 84212 members 
Mstep: Class 5 contains 5539 members 
Mstep: Class 6 contains 10835 members 
Mstep: Class 7 contains 87538 members 
Mstep: Class 8 contains 9432 members 
Mstep: Class 9 contains 70100 members 
Mstep: Class 10 contains 28753 members 
Mstep: Class 11 contains 14165 members 
Mstep: Class 12 contains 12078 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 14 contains 3192 members 
Mstep: Class 15 contains 15070 members 
Mstep: Class 16 contains 52924 members 
Mstep: Class 17 contains 1724 members 
Mstep: Class 18 contains 744 members 
Mstep: Class 19 contains 22126 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 22152 members 
Mstep: Class 22 contains 3600 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 18412 members 
Mstep: Class 25 contains 87139 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 173691 members 
Mstep: Class 28 contains 163451 members 
Mstep: Class 29 contains 65139 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 68965 members 
Mstep: Class 32 contains 55653 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 10362 members 
Mstep: Class 35 contains 164704 members 
Mstep: Class 36 contains 76568 members 
Mstep: Class 37 contains 19627 members 
Mstep: Class 39 contains 97409 members 
Mstep: Class 40 contains 8138 members 
Mstep: Class 41 contains 18829 members 
Mstep: Class 42 contains 92177 members 
Mstep: Class 43 contains 6377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393032.000000 Penalty: 27449.218750
Iteration 249Q: 43 clusters Score -8.739303e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 25926 members 
Mstep: Class 3 contains 96471 members 
Mstep: Class 4 contains 83956 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 10901 members 
Mstep: Class 7 contains 87007 members 
Mstep: Class 8 contains 9428 members 
Mstep: Class 9 contains 69850 members 
Mstep: Class 10 contains 28932 members 
Mstep: Class 11 contains 14284 members 
Mstep: Class 12 contains 12817 members 
Mstep: Class 13 contains 1017 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 15 contains 15102 members 
Mstep: Class 16 contains 52949 members 
Mstep: Class 17 contains 1729 members 
Mstep: Class 18 contains 743 members 
Mstep: Class 19 contains 22480 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 22158 members 
Mstep: Class 22 contains 3667 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 18557 members 
Mstep: Class 25 contains 86691 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 173454 members 
Mstep: Class 28 contains 163036 members 
Mstep: Class 29 contains 65291 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 67988 members 
Mstep: Class 32 contains 55906 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 10247 members 
Mstep: Class 35 contains 164544 members 
Mstep: Class 36 contains 76833 members 
Mstep: Class 37 contains 19403 members 
Mstep: Class 39 contains 98937 members 
Mstep: Class 40 contains 8130 members 
Mstep: Class 41 contains 18844 members 
Mstep: Class 42 contains 92158 members 
Mstep: Class 43 contains 6387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393088.000000 Penalty: 27449.218750
Iteration 250Q: 43 clusters Score -8.739309e+07 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 25965 members 
Mstep: Class 3 contains 96368 members 
Mstep: Class 4 contains 83656 members 
Mstep: Class 5 contains 5361 members 
Mstep: Class 6 contains 10961 members 
Mstep: Class 7 contains 86544 members 
Mstep: Class 8 contains 9415 members 
Mstep: Class 9 contains 69584 members 
Mstep: Class 10 contains 29108 members 
Mstep: Class 11 contains 14393 members 
Mstep: Class 12 contains 13587 members 
Mstep: Class 13 contains 1003 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 15129 members 
Mstep: Class 16 contains 52972 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 742 members 
Mstep: Class 19 contains 22838 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 22173 members 
Mstep: Class 22 contains 3758 members 
Mstep: Class 23 contains 4234 members 
Mstep: Class 24 contains 18696 members 
Mstep: Class 25 contains 86256 members 
Mstep: Class 26 contains 1840 members 
Mstep: Class 27 contains 173134 members 
Mstep: Class 28 contains 162857 members 
Mstep: Class 29 contains 65422 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 67010 members 
Mstep: Class 32 contains 56139 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 10134 members 
Mstep: Class 35 contains 164344 members 
Mstep: Class 36 contains 77101 members 
Mstep: Class 37 contains 19173 members 
Mstep: Class 39 contains 100333 members 
Mstep: Class 40 contains 8129 members 
Mstep: Class 41 contains 18854 members 
Mstep: Class 42 contains 92075 members 
Mstep: Class 43 contains 6398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393320.000000 Penalty: 27449.218750
Iteration 251Q: 43 clusters Score -8.739332e+07 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 26067 members 
Mstep: Class 3 contains 96307 members 
Mstep: Class 4 contains 83351 members 
Mstep: Class 5 contains 5298 members 
Mstep: Class 6 contains 11020 members 
Mstep: Class 7 contains 85990 members 
Mstep: Class 8 contains 9412 members 
Mstep: Class 9 contains 69302 members 
Mstep: Class 10 contains 29265 members 
Mstep: Class 11 contains 14489 members 
Mstep: Class 12 contains 14477 members 
Mstep: Class 13 contains 992 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 15145 members 
Mstep: Class 16 contains 53014 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 744 members 
Mstep: Class 19 contains 23190 members 
Mstep: Class 20 contains 2608 members 
Mstep: Class 21 contains 22189 members 
Mstep: Class 22 contains 3846 members 
Mstep: Class 23 contains 4141 members 
Mstep: Class 24 contains 18822 members 
Mstep: Class 25 contains 85818 members 
Mstep: Class 26 contains 1839 members 
Mstep: Class 27 contains 172648 members 
Mstep: Class 28 contains 162784 members 
Mstep: Class 29 contains 65590 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 66069 members 
Mstep: Class 32 contains 56390 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 10054 members 
Mstep: Class 35 contains 164043 members 
Mstep: Class 36 contains 77362 members 
Mstep: Class 37 contains 18941 members 
Mstep: Class 39 contains 101723 members 
Mstep: Class 40 contains 8130 members 
Mstep: Class 41 contains 18870 members 
Mstep: Class 42 contains 91941 members 
Mstep: Class 43 contains 6410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393432.000000 Penalty: 27449.218750
Iteration 252Q: 43 clusters Score -8.739343e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 26154 members 
Mstep: Class 3 contains 96246 members 
Mstep: Class 4 contains 82994 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 6 contains 11094 members 
Mstep: Class 7 contains 85565 members 
Mstep: Class 8 contains 9410 members 
Mstep: Class 9 contains 69002 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 14526 members 
Mstep: Class 12 contains 15419 members 
Mstep: Class 13 contains 990 members 
Mstep: Class 14 contains 3325 members 
Mstep: Class 15 contains 15142 members 
Mstep: Class 16 contains 53008 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 18 contains 746 members 
Mstep: Class 19 contains 23549 members 
Mstep: Class 20 contains 2614 members 
Mstep: Class 21 contains 22206 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 4034 members 
Mstep: Class 24 contains 18933 members 
Mstep: Class 25 contains 85478 members 
Mstep: Class 26 contains 1840 members 
Mstep: Class 27 contains 172064 members 
Mstep: Class 28 contains 162873 members 
Mstep: Class 29 contains 65788 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 65167 members 
Mstep: Class 32 contains 56577 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 9987 members 
Mstep: Class 35 contains 163793 members 
Mstep: Class 36 contains 77522 members 
Mstep: Class 37 contains 18706 members 
Mstep: Class 39 contains 103061 members 
Mstep: Class 40 contains 8125 members 
Mstep: Class 41 contains 18888 members 
Mstep: Class 42 contains 91785 members 
Mstep: Class 43 contains 6426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87394296.000000 Penalty: 27449.218750
Iteration 253Q: 43 clusters Score -8.73943e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 26196 members 
Mstep: Class 3 contains 96147 members 
Mstep: Class 4 contains 82720 members 
Mstep: Class 5 contains 5176 members 
Mstep: Class 6 contains 11154 members 
Mstep: Class 7 contains 85144 members 
Mstep: Class 8 contains 9413 members 
Mstep: Class 9 contains 68704 members 
Mstep: Class 10 contains 29497 members 
Mstep: Class 11 contains 14559 members 
Mstep: Class 12 contains 16495 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 3373 members 
Mstep: Class 15 contains 15127 members 
Mstep: Class 16 contains 53031 members 
Mstep: Class 17 contains 1767 members 
Mstep: Class 18 contains 742 members 
Mstep: Class 19 contains 23893 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 22218 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 3921 members 
Mstep: Class 24 contains 19034 members 
Mstep: Class 25 contains 85120 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 171431 members 
Mstep: Class 28 contains 163006 members 
Mstep: Class 29 contains 65941 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 64323 members 
Mstep: Class 32 contains 56787 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 9911 members 
Mstep: Class 35 contains 163403 members 
Mstep: Class 36 contains 77673 members 
Mstep: Class 37 contains 18456 members 
Mstep: Class 39 contains 104476 members 
Mstep: Class 40 contains 8115 members 
Mstep: Class 41 contains 18910 members 
Mstep: Class 42 contains 91631 members 
Mstep: Class 43 contains 6439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87395360.000000 Penalty: 27449.218750
Iteration 254Q: 43 clusters Score -8.739536e+07 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 26257 members 
Mstep: Class 3 contains 96047 members 
Mstep: Class 4 contains 82437 members 
Mstep: Class 5 contains 5111 members 
Mstep: Class 6 contains 11228 members 
Mstep: Class 7 contains 84645 members 
Mstep: Class 8 contains 9406 members 
Mstep: Class 9 contains 68438 members 
Mstep: Class 10 contains 29609 members 
Mstep: Class 11 contains 14592 members 
Mstep: Class 12 contains 17678 members 
Mstep: Class 13 contains 987 members 
Mstep: Class 14 contains 3426 members 
Mstep: Class 15 contains 15111 members 
Mstep: Class 16 contains 53122 members 
Mstep: Class 17 contains 1780 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 24206 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 22221 members 
Mstep: Class 22 contains 4130 members 
Mstep: Class 23 contains 3789 members 
Mstep: Class 24 contains 19134 members 
Mstep: Class 25 contains 84706 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 170888 members 
Mstep: Class 28 contains 163087 members 
Mstep: Class 29 contains 66114 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 63477 members 
Mstep: Class 32 contains 56999 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 9844 members 
Mstep: Class 35 contains 162976 members 
Mstep: Class 36 contains 77805 members 
Mstep: Class 37 contains 18206 members 
Mstep: Class 39 contains 105864 members 
Mstep: Class 40 contains 8109 members 
Mstep: Class 41 contains 18916 members 
Mstep: Class 42 contains 91476 members 
Mstep: Class 43 contains 6445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87395352.000000 Penalty: 27449.218750
Iteration 255Q: 43 clusters Score -8.739535e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 26297 members 
Mstep: Class 3 contains 95950 members 
Mstep: Class 4 contains 82038 members 
Mstep: Class 5 contains 5051 members 
Mstep: Class 6 contains 11291 members 
Mstep: Class 7 contains 84227 members 
Mstep: Class 8 contains 9407 members 
Mstep: Class 9 contains 68161 members 
Mstep: Class 10 contains 29755 members 
Mstep: Class 11 contains 14569 members 
Mstep: Class 12 contains 19009 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 3486 members 
Mstep: Class 15 contains 15082 members 
Mstep: Class 16 contains 53173 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 743 members 
Mstep: Class 19 contains 24506 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 22216 members 
Mstep: Class 22 contains 4241 members 
Mstep: Class 23 contains 3689 members 
Mstep: Class 24 contains 19235 members 
Mstep: Class 25 contains 84349 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 170311 members 
Mstep: Class 28 contains 163177 members 
Mstep: Class 29 contains 66241 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 62711 members 
Mstep: Class 32 contains 57193 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 9764 members 
Mstep: Class 35 contains 162492 members 
Mstep: Class 36 contains 77954 members 
Mstep: Class 37 contains 17951 members 
Mstep: Class 39 contains 107232 members 
Mstep: Class 40 contains 8104 members 
Mstep: Class 41 contains 18932 members 
Mstep: Class 42 contains 91309 members 
Mstep: Class 43 contains 6448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87396552.000000 Penalty: 27449.218750
Iteration 256Q: 43 clusters Score -8.739655e+07 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 26333 members 
Mstep: Class 3 contains 95810 members 
Mstep: Class 4 contains 81663 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 11352 members 
Mstep: Class 7 contains 83894 members 
Mstep: Class 8 contains 9415 members 
Mstep: Class 9 contains 67885 members 
Mstep: Class 10 contains 29858 members 
Mstep: Class 11 contains 14563 members 
Mstep: Class 12 contains 20435 members 
Mstep: Class 13 contains 983 members 
Mstep: Class 14 contains 3563 members 
Mstep: Class 15 contains 15023 members 
Mstep: Class 16 contains 53215 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 742 members 
Mstep: Class 19 contains 24807 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 22208 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 3609 members 
Mstep: Class 24 contains 19315 members 
Mstep: Class 25 contains 83932 members 
Mstep: Class 26 contains 1855 members 
Mstep: Class 27 contains 169739 members 
Mstep: Class 28 contains 163199 members 
Mstep: Class 29 contains 66356 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 61939 members 
Mstep: Class 32 contains 57383 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 9654 members 
Mstep: Class 35 contains 161997 members 
Mstep: Class 36 contains 78150 members 
Mstep: Class 37 contains 17689 members 
Mstep: Class 39 contains 108628 members 
Mstep: Class 40 contains 8096 members 
Mstep: Class 41 contains 18945 members 
Mstep: Class 42 contains 91110 members 
Mstep: Class 43 contains 6455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87397504.000000 Penalty: 27449.218750
Iteration 257Q: 43 clusters Score -8.73975e+07 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 26396 members 
Mstep: Class 3 contains 95662 members 
Mstep: Class 4 contains 81248 members 
Mstep: Class 5 contains 5008 members 
Mstep: Class 6 contains 11416 members 
Mstep: Class 7 contains 83489 members 
Mstep: Class 8 contains 9423 members 
Mstep: Class 9 contains 67552 members 
Mstep: Class 10 contains 29993 members 
Mstep: Class 11 contains 14559 members 
Mstep: Class 12 contains 21930 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 3638 members 
Mstep: Class 15 contains 14958 members 
Mstep: Class 16 contains 53302 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 743 members 
Mstep: Class 19 contains 25050 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 22208 members 
Mstep: Class 22 contains 4472 members 
Mstep: Class 23 contains 3524 members 
Mstep: Class 24 contains 19426 members 
Mstep: Class 25 contains 83576 members 
Mstep: Class 26 contains 1855 members 
Mstep: Class 27 contains 169239 members 
Mstep: Class 28 contains 163264 members 
Mstep: Class 29 contains 66435 members 
Mstep: Class 30 contains 1469 members 
Mstep: Class 31 contains 61194 members 
Mstep: Class 32 contains 57548 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 9539 members 
Mstep: Class 35 contains 161458 members 
Mstep: Class 36 contains 78326 members 
Mstep: Class 37 contains 17411 members 
Mstep: Class 39 contains 109989 members 
Mstep: Class 40 contains 8092 members 
Mstep: Class 41 contains 18946 members 
Mstep: Class 42 contains 90908 members 
Mstep: Class 43 contains 6464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87397888.000000 Penalty: 27449.218750
Iteration 258Q: 43 clusters Score -8.739789e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 26438 members 
Mstep: Class 3 contains 95481 members 
Mstep: Class 4 contains 80789 members 
Mstep: Class 5 contains 4994 members 
Mstep: Class 6 contains 11483 members 
Mstep: Class 7 contains 83097 members 
Mstep: Class 8 contains 9434 members 
Mstep: Class 9 contains 67262 members 
Mstep: Class 10 contains 30114 members 
Mstep: Class 11 contains 14548 members 
Mstep: Class 12 contains 23477 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 3709 members 
Mstep: Class 15 contains 14858 members 
Mstep: Class 16 contains 53369 members 
Mstep: Class 17 contains 1875 members 
Mstep: Class 18 contains 742 members 
Mstep: Class 19 contains 25298 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 21 contains 22201 members 
Mstep: Class 22 contains 4584 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 19509 members 
Mstep: Class 25 contains 83252 members 
Mstep: Class 26 contains 1859 members 
Mstep: Class 27 contains 168787 members 
Mstep: Class 28 contains 163303 members 
Mstep: Class 29 contains 66551 members 
Mstep: Class 30 contains 1469 members 
Mstep: Class 31 contains 60466 members 
Mstep: Class 32 contains 57678 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 9419 members 
Mstep: Class 35 contains 160946 members 
Mstep: Class 36 contains 78476 members 
Mstep: Class 37 contains 17181 members 
Mstep: Class 39 contains 111308 members 
Mstep: Class 40 contains 8083 members 
Mstep: Class 41 contains 18954 members 
Mstep: Class 42 contains 90719 members 
Mstep: Class 43 contains 6469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87398456.000000 Penalty: 27449.218750
Iteration 259Q: 43 clusters Score -8.739846e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 26484 members 
Mstep: Class 3 contains 95337 members 
Mstep: Class 4 contains 80306 members 
Mstep: Class 5 contains 4962 members 
Mstep: Class 6 contains 11539 members 
Mstep: Class 7 contains 82683 members 
Mstep: Class 8 contains 9438 members 
Mstep: Class 9 contains 66991 members 
Mstep: Class 10 contains 30252 members 
Mstep: Class 11 contains 14566 members 
Mstep: Class 12 contains 24960 members 
Mstep: Class 13 contains 1001 members 
Mstep: Class 14 contains 3791 members 
Mstep: Class 15 contains 14732 members 
Mstep: Class 16 contains 53450 members 
Mstep: Class 17 contains 1902 members 
Mstep: Class 18 contains 743 members 
Mstep: Class 19 contains 25518 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 22195 members 
Mstep: Class 22 contains 4698 members 
Mstep: Class 23 contains 3320 members 
Mstep: Class 24 contains 19614 members 
Mstep: Class 25 contains 82937 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 168567 members 
Mstep: Class 28 contains 163316 members 
Mstep: Class 29 contains 66679 members 
Mstep: Class 30 contains 1468 members 
Mstep: Class 31 contains 59741 members 
Mstep: Class 32 contains 57787 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 160380 members 
Mstep: Class 36 contains 78622 members 
Mstep: Class 37 contains 16957 members 
Mstep: Class 39 contains 112520 members 
Mstep: Class 40 contains 8078 members 
Mstep: Class 41 contains 18961 members 
Mstep: Class 42 contains 90517 members 
Mstep: Class 43 contains 6468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87399256.000000 Penalty: 27449.218750
Iteration 260F: 43 clusters Score -8.739926e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 26549 members 
Mstep: Class 3 contains 95198 members 
Mstep: Class 4 contains 79876 members 
Mstep: Class 5 contains 4926 members 
Mstep: Class 6 contains 11613 members 
Mstep: Class 7 contains 82295 members 
Mstep: Class 8 contains 9443 members 
Mstep: Class 9 contains 66695 members 
Mstep: Class 10 contains 30359 members 
Mstep: Class 11 contains 14573 members 
Mstep: Class 12 contains 26801 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 3856 members 
Mstep: Class 15 contains 14616 members 
Mstep: Class 16 contains 53569 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 746 members 
Mstep: Class 19 contains 25756 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 22193 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 3294 members 
Mstep: Class 24 contains 19704 members 
Mstep: Class 25 contains 82624 members 
Mstep: Class 26 contains 1868 members 
Mstep: Class 27 contains 168373 members 
Mstep: Class 28 contains 163065 members 
Mstep: Class 29 contains 66801 members 
Mstep: Class 30 contains 1466 members 
Mstep: Class 31 contains 58927 members 
Mstep: Class 32 contains 57870 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 9214 members 
Mstep: Class 35 contains 159760 members 
Mstep: Class 36 contains 78734 members 
Mstep: Class 37 contains 16740 members 
Mstep: Class 39 contains 113678 members 
Mstep: Class 40 contains 8066 members 
Mstep: Class 41 contains 18982 members 
Mstep: Class 42 contains 90288 members 
Mstep: Class 43 contains 6462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400344.000000 Penalty: 27449.218750
Iteration 261Q: 43 clusters Score -8.740034e+07 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 26580 members 
Mstep: Class 3 contains 95057 members 
Mstep: Class 4 contains 79437 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 11690 members 
Mstep: Class 7 contains 82058 members 
Mstep: Class 8 contains 9444 members 
Mstep: Class 9 contains 66421 members 
Mstep: Class 10 contains 30397 members 
Mstep: Class 11 contains 14566 members 
Mstep: Class 12 contains 28752 members 
Mstep: Class 13 contains 1009 members 
Mstep: Class 14 contains 3922 members 
Mstep: Class 15 contains 14500 members 
Mstep: Class 16 contains 53679 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 748 members 
Mstep: Class 19 contains 25976 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 22198 members 
Mstep: Class 22 contains 4971 members 
Mstep: Class 23 contains 3249 members 
Mstep: Class 24 contains 19771 members 
Mstep: Class 25 contains 82320 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 27 contains 168354 members 
Mstep: Class 28 contains 162649 members 
Mstep: Class 29 contains 66927 members 
Mstep: Class 30 contains 1465 members 
Mstep: Class 31 contains 58055 members 
Mstep: Class 32 contains 57919 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 9082 members 
Mstep: Class 35 contains 159117 members 
Mstep: Class 36 contains 78869 members 
Mstep: Class 37 contains 16550 members 
Mstep: Class 39 contains 114870 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 19000 members 
Mstep: Class 42 contains 89979 members 
Mstep: Class 43 contains 6457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401488.000000 Penalty: 27449.218750
Iteration 262Q: 43 clusters Score -8.740149e+07 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 26631 members 
Mstep: Class 3 contains 94907 members 
Mstep: Class 4 contains 78909 members 
Mstep: Class 5 contains 4872 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 81757 members 
Mstep: Class 8 contains 9440 members 
Mstep: Class 9 contains 66143 members 
Mstep: Class 10 contains 30416 members 
Mstep: Class 11 contains 14504 members 
Mstep: Class 12 contains 30824 members 
Mstep: Class 13 contains 1009 members 
Mstep: Class 14 contains 3992 members 
Mstep: Class 15 contains 14381 members 
Mstep: Class 16 contains 53817 members 
Mstep: Class 17 contains 1992 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 26109 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 22222 members 
Mstep: Class 22 contains 5125 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 19784 members 
Mstep: Class 25 contains 82039 members 
Mstep: Class 26 contains 1873 members 
Mstep: Class 27 contains 168339 members 
Mstep: Class 28 contains 162387 members 
Mstep: Class 29 contains 67030 members 
Mstep: Class 30 contains 1462 members 
Mstep: Class 31 contains 57159 members 
Mstep: Class 32 contains 57975 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 8894 members 
Mstep: Class 35 contains 158473 members 
Mstep: Class 36 contains 79011 members 
Mstep: Class 37 contains 16369 members 
Mstep: Class 39 contains 116091 members 
Mstep: Class 40 contains 8057 members 
Mstep: Class 41 contains 19023 members 
Mstep: Class 42 contains 89739 members 
Mstep: Class 43 contains 6452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87402424.000000 Penalty: 27449.218750
Iteration 263Q: 43 clusters Score -8.740242e+07 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 26674 members 
Mstep: Class 3 contains 94746 members 
Mstep: Class 4 contains 78324 members 
Mstep: Class 5 contains 4852 members 
Mstep: Class 6 contains 11834 members 
Mstep: Class 7 contains 81500 members 
Mstep: Class 8 contains 9438 members 
Mstep: Class 9 contains 65884 members 
Mstep: Class 10 contains 30413 members 
Mstep: Class 11 contains 14461 members 
Mstep: Class 12 contains 32935 members 
Mstep: Class 13 contains 1013 members 
Mstep: Class 14 contains 4042 members 
Mstep: Class 15 contains 14249 members 
Mstep: Class 16 contains 53940 members 
Mstep: Class 17 contains 2013 members 
Mstep: Class 18 contains 755 members 
Mstep: Class 19 contains 26189 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 22235 members 
Mstep: Class 22 contains 5278 members 
Mstep: Class 23 contains 3133 members 
Mstep: Class 24 contains 19769 members 
Mstep: Class 25 contains 81801 members 
Mstep: Class 26 contains 1881 members 
Mstep: Class 27 contains 168342 members 
Mstep: Class 28 contains 162235 members 
Mstep: Class 29 contains 67171 members 
Mstep: Class 30 contains 1462 members 
Mstep: Class 31 contains 56272 members 
Mstep: Class 32 contains 57996 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 8687 members 
Mstep: Class 35 contains 157854 members 
Mstep: Class 36 contains 79089 members 
Mstep: Class 37 contains 16234 members 
Mstep: Class 39 contains 117285 members 
Mstep: Class 40 contains 8055 members 
Mstep: Class 41 contains 19039 members 
Mstep: Class 42 contains 89493 members 
Mstep: Class 43 contains 6444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87402880.000000 Penalty: 27449.218750
Iteration 264Q: 43 clusters Score -8.740288e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 26758 members 
Mstep: Class 3 contains 94601 members 
Mstep: Class 4 contains 77706 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 11898 members 
Mstep: Class 7 contains 81229 members 
Mstep: Class 8 contains 9425 members 
Mstep: Class 9 contains 65613 members 
Mstep: Class 10 contains 30444 members 
Mstep: Class 11 contains 14412 members 
Mstep: Class 12 contains 35216 members 
Mstep: Class 13 contains 1021 members 
Mstep: Class 14 contains 4080 members 
Mstep: Class 15 contains 14123 members 
Mstep: Class 16 contains 54055 members 
Mstep: Class 17 contains 2032 members 
Mstep: Class 18 contains 760 members 
Mstep: Class 19 contains 26212 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 22248 members 
Mstep: Class 22 contains 5458 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 19720 members 
Mstep: Class 25 contains 81556 members 
Mstep: Class 26 contains 1885 members 
Mstep: Class 27 contains 168320 members 
Mstep: Class 28 contains 162130 members 
Mstep: Class 29 contains 67304 members 
Mstep: Class 30 contains 1461 members 
Mstep: Class 31 contains 55355 members 
Mstep: Class 32 contains 58014 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 8518 members 
Mstep: Class 35 contains 157161 members 
Mstep: Class 36 contains 79170 members 
Mstep: Class 37 contains 16107 members 
Mstep: Class 39 contains 118452 members 
Mstep: Class 40 contains 8056 members 
Mstep: Class 41 contains 19058 members 
Mstep: Class 42 contains 89262 members 
Mstep: Class 43 contains 6449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403184.000000 Penalty: 27449.218750
Iteration 265Q: 43 clusters Score -8.740318e+07 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 26822 members 
Mstep: Class 3 contains 94447 members 
Mstep: Class 4 contains 76949 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 11967 members 
Mstep: Class 7 contains 81020 members 
Mstep: Class 8 contains 9418 members 
Mstep: Class 9 contains 65331 members 
Mstep: Class 10 contains 30439 members 
Mstep: Class 11 contains 14384 members 
Mstep: Class 12 contains 37678 members 
Mstep: Class 13 contains 1035 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 54177 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 763 members 
Mstep: Class 19 contains 26194 members 
Mstep: Class 20 contains 2644 members 
Mstep: Class 21 contains 22262 members 
Mstep: Class 22 contains 5641 members 
Mstep: Class 23 contains 2955 members 
Mstep: Class 24 contains 19650 members 
Mstep: Class 25 contains 81271 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 168268 members 
Mstep: Class 28 contains 162090 members 
Mstep: Class 29 contains 67473 members 
Mstep: Class 30 contains 1460 members 
Mstep: Class 31 contains 54429 members 
Mstep: Class 32 contains 58044 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 8372 members 
Mstep: Class 35 contains 156493 members 
Mstep: Class 36 contains 79221 members 
Mstep: Class 37 contains 15993 members 
Mstep: Class 39 contains 119588 members 
Mstep: Class 40 contains 8051 members 
Mstep: Class 41 contains 19064 members 
Mstep: Class 42 contains 88978 members 
Mstep: Class 43 contains 6458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404568.000000 Penalty: 27449.218750
Iteration 266Q: 43 clusters Score -8.740457e+07 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 26892 members 
Mstep: Class 3 contains 94302 members 
Mstep: Class 4 contains 76182 members 
Mstep: Class 5 contains 4738 members 
Mstep: Class 6 contains 12019 members 
Mstep: Class 7 contains 80874 members 
Mstep: Class 8 contains 9400 members 
Mstep: Class 9 contains 64945 members 
Mstep: Class 10 contains 30415 members 
Mstep: Class 11 contains 14342 members 
Mstep: Class 12 contains 40284 members 
Mstep: Class 13 contains 1050 members 
Mstep: Class 14 contains 4164 members 
Mstep: Class 15 contains 13866 members 
Mstep: Class 16 contains 54312 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 766 members 
Mstep: Class 19 contains 26106 members 
Mstep: Class 20 contains 2649 members 
Mstep: Class 21 contains 22286 members 
Mstep: Class 22 contains 5810 members 
Mstep: Class 23 contains 2881 members 
Mstep: Class 24 contains 19541 members 
Mstep: Class 25 contains 81066 members 
Mstep: Class 26 contains 1893 members 
Mstep: Class 27 contains 168308 members 
Mstep: Class 28 contains 162084 members 
Mstep: Class 29 contains 67640 members 
Mstep: Class 30 contains 1460 members 
Mstep: Class 31 contains 53485 members 
Mstep: Class 32 contains 58025 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 8236 members 
Mstep: Class 35 contains 155766 members 
Mstep: Class 36 contains 79234 members 
Mstep: Class 37 contains 15893 members 
Mstep: Class 39 contains 120703 members 
Mstep: Class 40 contains 8050 members 
Mstep: Class 41 contains 19072 members 
Mstep: Class 42 contains 88679 members 
Mstep: Class 43 contains 6466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87405144.000000 Penalty: 27449.218750
Iteration 267Q: 43 clusters Score -8.740514e+07 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 26940 members 
Mstep: Class 3 contains 94218 members 
Mstep: Class 4 contains 75341 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 12057 members 
Mstep: Class 7 contains 80739 members 
Mstep: Class 8 contains 9391 members 
Mstep: Class 9 contains 64554 members 
Mstep: Class 10 contains 30417 members 
Mstep: Class 11 contains 14265 members 
Mstep: Class 12 contains 43134 members 
Mstep: Class 13 contains 1059 members 
Mstep: Class 14 contains 4215 members 
Mstep: Class 15 contains 13733 members 
Mstep: Class 16 contains 54443 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 768 members 
Mstep: Class 19 contains 25949 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 22307 members 
Mstep: Class 22 contains 5982 members 
Mstep: Class 23 contains 2818 members 
Mstep: Class 24 contains 19415 members 
Mstep: Class 25 contains 80863 members 
Mstep: Class 26 contains 1898 members 
Mstep: Class 27 contains 168397 members 
Mstep: Class 28 contains 162113 members 
Mstep: Class 29 contains 67809 members 
Mstep: Class 30 contains 1459 members 
Mstep: Class 31 contains 52525 members 
Mstep: Class 32 contains 58000 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 8067 members 
Mstep: Class 35 contains 154744 members 
Mstep: Class 36 contains 79274 members 
Mstep: Class 37 contains 15795 members 
Mstep: Class 39 contains 121916 members 
Mstep: Class 40 contains 8044 members 
Mstep: Class 41 contains 19091 members 
Mstep: Class 42 contains 88385 members 
Mstep: Class 43 contains 6470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406488.000000 Penalty: 27449.218750
Iteration 268Q: 43 clusters Score -8.740649e+07 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 26993 members 
Mstep: Class 3 contains 94184 members 
Mstep: Class 4 contains 74449 members 
Mstep: Class 5 contains 4660 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 80519 members 
Mstep: Class 8 contains 9384 members 
Mstep: Class 9 contains 64222 members 
Mstep: Class 10 contains 30430 members 
Mstep: Class 11 contains 14134 members 
Mstep: Class 12 contains 46310 members 
Mstep: Class 13 contains 1068 members 
Mstep: Class 14 contains 4259 members 
Mstep: Class 15 contains 13556 members 
Mstep: Class 16 contains 54608 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 769 members 
Mstep: Class 19 contains 25710 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 22318 members 
Mstep: Class 22 contains 6140 members 
Mstep: Class 23 contains 2741 members 
Mstep: Class 24 contains 19257 members 
Mstep: Class 25 contains 80669 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 168678 members 
Mstep: Class 28 contains 162209 members 
Mstep: Class 29 contains 67974 members 
Mstep: Class 30 contains 1460 members 
Mstep: Class 31 contains 51526 members 
Mstep: Class 32 contains 57963 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 7846 members 
Mstep: Class 35 contains 153409 members 
Mstep: Class 36 contains 79289 members 
Mstep: Class 37 contains 15708 members 
Mstep: Class 39 contains 123128 members 
Mstep: Class 40 contains 8030 members 
Mstep: Class 41 contains 19107 members 
Mstep: Class 42 contains 88171 members 
Mstep: Class 43 contains 6473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87407312.000000 Penalty: 27449.218750
Iteration 269Q: 43 clusters Score -8.740731e+07 nChanged 15930
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 27063 members 
Mstep: Class 3 contains 94164 members 
Mstep: Class 4 contains 73469 members 
Mstep: Class 5 contains 4626 members 
Mstep: Class 6 contains 12109 members 
Mstep: Class 7 contains 80388 members 
Mstep: Class 8 contains 9380 members 
Mstep: Class 9 contains 63907 members 
Mstep: Class 10 contains 30458 members 
Mstep: Class 11 contains 13999 members 
Mstep: Class 12 contains 49857 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 13348 members 
Mstep: Class 16 contains 54736 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 769 members 
Mstep: Class 19 contains 25289 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 22335 members 
Mstep: Class 22 contains 6273 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 19052 members 
Mstep: Class 25 contains 80475 members 
Mstep: Class 26 contains 1917 members 
Mstep: Class 27 contains 169016 members 
Mstep: Class 28 contains 162306 members 
Mstep: Class 29 contains 68155 members 
Mstep: Class 30 contains 1459 members 
Mstep: Class 31 contains 50582 members 
Mstep: Class 32 contains 57955 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 7638 members 
Mstep: Class 35 contains 151944 members 
Mstep: Class 36 contains 79278 members 
Mstep: Class 37 contains 15635 members 
Mstep: Class 39 contains 124264 members 
Mstep: Class 40 contains 8021 members 
Mstep: Class 41 contains 19107 members 
Mstep: Class 42 contains 87895 members 
Mstep: Class 43 contains 6469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87407816.000000 Penalty: 27449.218750
Iteration 270Q: 43 clusters Score -8.740782e+07 nChanged 16371
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 27117 members 
Mstep: Class 3 contains 94194 members 
Mstep: Class 4 contains 72477 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 12170 members 
Mstep: Class 7 contains 80225 members 
Mstep: Class 8 contains 9372 members 
Mstep: Class 9 contains 63611 members 
Mstep: Class 10 contains 30507 members 
Mstep: Class 11 contains 13872 members 
Mstep: Class 12 contains 53667 members 
Mstep: Class 13 contains 1084 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 13120 members 
Mstep: Class 16 contains 54893 members 
Mstep: Class 17 contains 2239 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 24766 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 22366 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 18812 members 
Mstep: Class 25 contains 80268 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 169429 members 
Mstep: Class 28 contains 162431 members 
Mstep: Class 29 contains 68372 members 
Mstep: Class 30 contains 1455 members 
Mstep: Class 31 contains 49692 members 
Mstep: Class 32 contains 57911 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 7471 members 
Mstep: Class 35 contains 150188 members 
Mstep: Class 36 contains 79254 members 
Mstep: Class 37 contains 15564 members 
Mstep: Class 39 contains 125300 members 
Mstep: Class 40 contains 8013 members 
Mstep: Class 41 contains 19110 members 
Mstep: Class 42 contains 87667 members 
Mstep: Class 43 contains 6472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408224.000000 Penalty: 27449.218750
Iteration 271Q: 43 clusters Score -8.740822e+07 nChanged 16821
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 27188 members 
Mstep: Class 3 contains 94225 members 
Mstep: Class 4 contains 71368 members 
Mstep: Class 5 contains 4526 members 
Mstep: Class 6 contains 12199 members 
Mstep: Class 7 contains 80147 members 
Mstep: Class 8 contains 9364 members 
Mstep: Class 9 contains 63320 members 
Mstep: Class 10 contains 30621 members 
Mstep: Class 11 contains 13736 members 
Mstep: Class 12 contains 57818 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 4374 members 
Mstep: Class 15 contains 12833 members 
Mstep: Class 16 contains 55017 members 
Mstep: Class 17 contains 2288 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 24059 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 22395 members 
Mstep: Class 22 contains 6449 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 18518 members 
Mstep: Class 25 contains 80135 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 169901 members 
Mstep: Class 28 contains 162618 members 
Mstep: Class 29 contains 68557 members 
Mstep: Class 30 contains 1451 members 
Mstep: Class 31 contains 48849 members 
Mstep: Class 32 contains 57836 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 7294 members 
Mstep: Class 35 contains 148419 members 
Mstep: Class 36 contains 79238 members 
Mstep: Class 37 contains 15487 members 
Mstep: Class 39 contains 126173 members 
Mstep: Class 40 contains 8002 members 
Mstep: Class 41 contains 19125 members 
Mstep: Class 42 contains 87425 members 
Mstep: Class 43 contains 6484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408728.000000 Penalty: 27449.218750
Iteration 272Q: 43 clusters Score -8.740873e+07 nChanged 16510
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 27246 members 
Mstep: Class 3 contains 94242 members 
Mstep: Class 4 contains 70176 members 
Mstep: Class 5 contains 4472 members 
Mstep: Class 6 contains 12202 members 
Mstep: Class 7 contains 80048 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 63080 members 
Mstep: Class 10 contains 30765 members 
Mstep: Class 11 contains 13606 members 
Mstep: Class 12 contains 61772 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 4420 members 
Mstep: Class 15 contains 12512 members 
Mstep: Class 16 contains 55173 members 
Mstep: Class 17 contains 2324 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 23150 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 22422 members 
Mstep: Class 22 contains 6516 members 
Mstep: Class 23 contains 2443 members 
Mstep: Class 24 contains 18173 members 
Mstep: Class 25 contains 80075 members 
Mstep: Class 26 contains 1955 members 
Mstep: Class 27 contains 170581 members 
Mstep: Class 28 contains 162840 members 
Mstep: Class 29 contains 68739 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 48112 members 
Mstep: Class 32 contains 57705 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 7107 members 
Mstep: Class 35 contains 146955 members 
Mstep: Class 36 contains 79162 members 
Mstep: Class 37 contains 15408 members 
Mstep: Class 39 contains 126902 members 
Mstep: Class 40 contains 7988 members 
Mstep: Class 41 contains 19147 members 
Mstep: Class 42 contains 87273 members 
Mstep: Class 43 contains 6490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87407984.000000 Penalty: 27449.218750
Iteration 273Q: 43 clusters Score -8.740798e+07 nChanged 15524
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 27284 members 
Mstep: Class 3 contains 94317 members 
Mstep: Class 4 contains 68939 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 12203 members 
Mstep: Class 7 contains 80034 members 
Mstep: Class 8 contains 9347 members 
Mstep: Class 9 contains 62868 members 
Mstep: Class 10 contains 30959 members 
Mstep: Class 11 contains 13444 members 
Mstep: Class 12 contains 65283 members 
Mstep: Class 13 contains 1106 members 
Mstep: Class 14 contains 4459 members 
Mstep: Class 15 contains 12227 members 
Mstep: Class 16 contains 55281 members 
Mstep: Class 17 contains 2303 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 22208 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 22456 members 
Mstep: Class 22 contains 6565 members 
Mstep: Class 23 contains 2362 members 
Mstep: Class 24 contains 17854 members 
Mstep: Class 25 contains 80024 members 
Mstep: Class 26 contains 1961 members 
Mstep: Class 27 contains 171494 members 
Mstep: Class 28 contains 163142 members 
Mstep: Class 29 contains 68889 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 47398 members 
Mstep: Class 32 contains 57574 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 6918 members 
Mstep: Class 35 contains 145660 members 
Mstep: Class 36 contains 79183 members 
Mstep: Class 37 contains 15336 members 
Mstep: Class 39 contains 127477 members 
Mstep: Class 40 contains 7971 members 
Mstep: Class 41 contains 19175 members 
Mstep: Class 42 contains 87111 members 
Mstep: Class 43 contains 6505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87407064.000000 Penalty: 27449.218750
Iteration 274Q: 43 clusters Score -8.740706e+07 nChanged 14402
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 27340 members 
Mstep: Class 3 contains 94482 members 
Mstep: Class 4 contains 67709 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 12217 members 
Mstep: Class 7 contains 80026 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 62687 members 
Mstep: Class 10 contains 31168 members 
Mstep: Class 11 contains 13312 members 
Mstep: Class 12 contains 68226 members 
Mstep: Class 13 contains 1113 members 
Mstep: Class 14 contains 4502 members 
Mstep: Class 15 contains 11970 members 
Mstep: Class 16 contains 55401 members 
Mstep: Class 17 contains 2252 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 21272 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 21 contains 22482 members 
Mstep: Class 22 contains 6577 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 17562 members 
Mstep: Class 25 contains 80032 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 172522 members 
Mstep: Class 28 contains 163426 members 
Mstep: Class 29 contains 69028 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 46750 members 
Mstep: Class 32 contains 57473 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 6722 members 
Mstep: Class 35 contains 144620 members 
Mstep: Class 36 contains 79159 members 
Mstep: Class 37 contains 15265 members 
Mstep: Class 39 contains 128006 members 
Mstep: Class 40 contains 7963 members 
Mstep: Class 41 contains 19194 members 
Mstep: Class 42 contains 86898 members 
Mstep: Class 43 contains 6522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406464.000000 Penalty: 27449.218750
Iteration 275Q: 43 clusters Score -8.740646e+07 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 27424 members 
Mstep: Class 3 contains 94661 members 
Mstep: Class 4 contains 66482 members 
Mstep: Class 5 contains 4301 members 
Mstep: Class 6 contains 12226 members 
Mstep: Class 7 contains 80029 members 
Mstep: Class 8 contains 9339 members 
Mstep: Class 9 contains 62522 members 
Mstep: Class 10 contains 31392 members 
Mstep: Class 11 contains 13182 members 
Mstep: Class 12 contains 70736 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 4559 members 
Mstep: Class 15 contains 11766 members 
Mstep: Class 16 contains 55535 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 20342 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 21 contains 22498 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 2186 members 
Mstep: Class 24 contains 17324 members 
Mstep: Class 25 contains 80036 members 
Mstep: Class 26 contains 1970 members 
Mstep: Class 27 contains 173585 members 
Mstep: Class 28 contains 163655 members 
Mstep: Class 29 contains 69162 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 46140 members 
Mstep: Class 32 contains 57331 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 6536 members 
Mstep: Class 35 contains 143773 members 
Mstep: Class 36 contains 79181 members 
Mstep: Class 37 contains 15215 members 
Mstep: Class 39 contains 128502 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 19213 members 
Mstep: Class 42 contains 86746 members 
Mstep: Class 43 contains 6527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406208.000000 Penalty: 27449.218750
Iteration 276Q: 43 clusters Score -8.740621e+07 nChanged 12732
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 27479 members 
Mstep: Class 3 contains 94856 members 
Mstep: Class 4 contains 65272 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 12255 members 
Mstep: Class 7 contains 80031 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 62344 members 
Mstep: Class 10 contains 31697 members 
Mstep: Class 11 contains 13065 members 
Mstep: Class 12 contains 72881 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 11567 members 
Mstep: Class 16 contains 55696 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 797 members 
Mstep: Class 19 contains 19514 members 
Mstep: Class 20 contains 2656 members 
Mstep: Class 21 contains 22513 members 
Mstep: Class 22 contains 6567 members 
Mstep: Class 23 contains 2081 members 
Mstep: Class 24 contains 17127 members 
Mstep: Class 25 contains 79936 members 
Mstep: Class 26 contains 1972 members 
Mstep: Class 27 contains 174582 members 
Mstep: Class 28 contains 163936 members 
Mstep: Class 29 contains 69276 members 
Mstep: Class 30 contains 1455 members 
Mstep: Class 31 contains 45620 members 
Mstep: Class 32 contains 57155 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 6356 members 
Mstep: Class 35 contains 142989 members 
Mstep: Class 36 contains 79250 members 
Mstep: Class 37 contains 15145 members 
Mstep: Class 39 contains 129061 members 
Mstep: Class 40 contains 7946 members 
Mstep: Class 41 contains 19238 members 
Mstep: Class 42 contains 86613 members 
Mstep: Class 43 contains 6535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87405112.000000 Penalty: 27449.218750
Iteration 277Q: 43 clusters Score -8.740511e+07 nChanged 12138
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 27554 members 
Mstep: Class 3 contains 95072 members 
Mstep: Class 4 contains 64041 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 12294 members 
Mstep: Class 7 contains 80049 members 
Mstep: Class 8 contains 9338 members 
Mstep: Class 9 contains 62187 members 
Mstep: Class 10 contains 32049 members 
Mstep: Class 11 contains 12950 members 
Mstep: Class 12 contains 74749 members 
Mstep: Class 13 contains 1131 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 11419 members 
Mstep: Class 16 contains 55849 members 
Mstep: Class 17 contains 2035 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 18755 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 21 contains 22533 members 
Mstep: Class 22 contains 6540 members 
Mstep: Class 23 contains 1993 members 
Mstep: Class 24 contains 16979 members 
Mstep: Class 25 contains 79843 members 
Mstep: Class 26 contains 1974 members 
Mstep: Class 27 contains 175527 members 
Mstep: Class 28 contains 164252 members 
Mstep: Class 29 contains 69408 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 45158 members 
Mstep: Class 32 contains 56947 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 6149 members 
Mstep: Class 35 contains 142204 members 
Mstep: Class 36 contains 79321 members 
Mstep: Class 37 contains 15079 members 
Mstep: Class 39 contains 129644 members 
Mstep: Class 40 contains 7938 members 
Mstep: Class 41 contains 19255 members 
Mstep: Class 42 contains 86439 members 
Mstep: Class 43 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404472.000000 Penalty: 27449.218750
Iteration 278Q: 43 clusters Score -8.740447e+07 nChanged 11768
Entering ConstructFrom: 
Score: -87404472.000000 Penalty: 27449.218750
Entering ConstructFrom: 
Trying to split cluster 1 (23132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Entering Unmasked Estep 
Score: -1277414.000000 Penalty: 457.228241
	Iteration 0F: 2 clusters Score -1277414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1261939.250000 Penalty: 914.456482
	Iteration 0F: 3 clusters Score -1261939 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1268521.125000 Penalty: 914.456482
	Iteration 1F: 3 clusters Score -1268521 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1268989.375000 Penalty: 914.456482
	Iteration 2Q: 3 clusters Score -1268989 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1269681.875000 Penalty: 914.456482
	Iteration 3F: 3 clusters Score -1269682 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1270551.875000 Penalty: 914.456482
	Iteration 4F: 3 clusters Score -1270552 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1271601.625000 Penalty: 914.456482
	Iteration 5F: 3 clusters Score -1271602 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1272677.375000 Penalty: 914.456482
	Iteration 6F: 3 clusters Score -1272677 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1273515.750000 Penalty: 914.456482
	Iteration 7Q: 3 clusters Score -1273516 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -1274021.000000 Penalty: 914.456482
	Iteration 8Q: 3 clusters Score -1274021 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1274354.250000 Penalty: 914.456482
	Iteration 9Q: 3 clusters Score -1274354 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -1274597.000000 Penalty: 914.456482
	Iteration 10Q: 3 clusters Score -1274597 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1274846.125000 Penalty: 914.456482
	Iteration 11Q: 3 clusters Score -1274846 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -1275103.625000 Penalty: 914.456482
	Iteration 12Q: 3 clusters Score -1275104 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -1275343.500000 Penalty: 914.456482
	Iteration 13Q: 3 clusters Score -1275344 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -1275547.125000 Penalty: 914.456482
	Iteration 14Q: 3 clusters Score -1275547 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -1275764.000000 Penalty: 914.456482
	Iteration 15Q: 3 clusters Score -1275764 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -1276000.750000 Penalty: 914.456482
	Iteration 16Q: 3 clusters Score -1276001 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -1276213.250000 Penalty: 914.456482
	Iteration 17Q: 3 clusters Score -1276213 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -1276412.375000 Penalty: 914.456482
	Iteration 18Q: 3 clusters Score -1276412 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -1276602.375000 Penalty: 914.456482
	Iteration 19Q: 3 clusters Score -1276602 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -1276771.125000 Penalty: 914.456482
	Iteration 20F: 3 clusters Score -1276771 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -1276888.000000 Penalty: 914.456482
	Iteration 21Q: 3 clusters Score -1276888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -1276952.625000 Penalty: 914.456482
	Iteration 22Q: 3 clusters Score -1276953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -1276986.875000 Penalty: 914.456482
	Iteration 23Q: 3 clusters Score -1276987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -1276999.375000 Penalty: 914.456482
	Iteration 24Q: 3 clusters Score -1276999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -1277001.000000 Penalty: 914.456482
	Iteration 25Q: 3 clusters Score -1277001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -1277002.500000 Penalty: 914.456482
	Iteration 26Q: 3 clusters Score -1277002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -1277004.750000 Penalty: 914.456482
	Iteration 27Q: 3 clusters Score -1277005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -1277011.500000 Penalty: 914.456482
	Iteration 28Q: 3 clusters Score -1277012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -1277011.750000 Penalty: 914.456482
	Iteration 29Q: 3 clusters Score -1277012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -1277011.750000 Penalty: 914.456482
	Iteration 30F: 3 clusters Score -1277012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Entering Unmasked Estep 
Score: -1560702.250000 Penalty: 465.357361
	Iteration 0F: 2 clusters Score -1560702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1542165.750000 Penalty: 930.714722
	Iteration 0F: 3 clusters Score -1542166 nChanged 13201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1550072.750000 Penalty: 930.714722
	Iteration 1F: 3 clusters Score -1550073 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1551038.375000 Penalty: 930.714722
	Iteration 2F: 3 clusters Score -1551038 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1552804.250000 Penalty: 930.714722
	Iteration 3F: 3 clusters Score -1552804 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1555412.875000 Penalty: 930.714722
	Iteration 4F: 3 clusters Score -1555413 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1558142.875000 Penalty: 930.714722
	Iteration 5F: 3 clusters Score -1558143 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1559731.750000 Penalty: 930.714722
	Iteration 6F: 3 clusters Score -1559732 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1560178.500000 Penalty: 930.714722
	Iteration 7Q: 3 clusters Score -1560178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1560259.500000 Penalty: 930.714722
	Iteration 8Q: 3 clusters Score -1560260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -1560280.250000 Penalty: 930.714722
	Iteration 9Q: 3 clusters Score -1560280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1560292.250000 Penalty: 930.714722
	Iteration 10Q: 3 clusters Score -1560292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -1560292.250000 Penalty: 930.714722
	Iteration 11F: 3 clusters Score -1560292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (95297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95297 members 
Entering Unmasked Estep 
Score: -5016343.500000 Penalty: 521.646240
	Iteration 0F: 2 clusters Score -5016344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -4952501.500000 Penalty: 1043.292480
	Iteration 0F: 3 clusters Score -4952502 nChanged 46706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -4981167.500000 Penalty: 1043.292480
	Iteration 1F: 3 clusters Score -4981168 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -4982624.500000 Penalty: 1043.292480
	Iteration 2Q: 3 clusters Score -4982624 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -4984859.500000 Penalty: 1043.292480
	Iteration 3Q: 3 clusters Score -4984860 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -4988727.000000 Penalty: 1043.292480
	Iteration 4F: 3 clusters Score -4988727 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -4994570.000000 Penalty: 1043.292480
	Iteration 5F: 3 clusters Score -4994570 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5000454.500000 Penalty: 1043.292480
	Iteration 6F: 3 clusters Score -5000454 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5004012.000000 Penalty: 1043.292480
	Iteration 7F: 3 clusters Score -5004012 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -5005497.500000 Penalty: 1043.292480
	Iteration 8Q: 3 clusters Score -5005498 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -5006085.000000 Penalty: 1043.292480
	Iteration 9Q: 3 clusters Score -5006085 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -5006475.500000 Penalty: 1043.292480
	Iteration 10Q: 3 clusters Score -5006476 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -5006856.500000 Penalty: 1043.292480
	Iteration 11Q: 3 clusters Score -5006856 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -5007189.500000 Penalty: 1043.292480
	Iteration 12Q: 3 clusters Score -5007190 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -5007445.500000 Penalty: 1043.292480
	Iteration 13Q: 3 clusters Score -5007446 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -5007684.500000 Penalty: 1043.292480
	Iteration 14Q: 3 clusters Score -5007684 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -5007971.000000 Penalty: 1043.292480
	Iteration 15Q: 3 clusters Score -5007971 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -5008204.500000 Penalty: 1043.292480
	Iteration 16Q: 3 clusters Score -5008204 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66509 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -5008418.000000 Penalty: 1043.292480
	Iteration 17Q: 3 clusters Score -5008418 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67416 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -5008627.500000 Penalty: 1043.292480
	Iteration 18Q: 3 clusters Score -5008628 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -5008865.000000 Penalty: 1043.292480
	Iteration 19Q: 3 clusters Score -5008865 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -5009117.000000 Penalty: 1043.292480
	Iteration 20F: 3 clusters Score -5009117 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -5009382.000000 Penalty: 1043.292480
	Iteration 21Q: 3 clusters Score -5009382 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71662 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -5009693.000000 Penalty: 1043.292480
	Iteration 22Q: 3 clusters Score -5009693 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72894 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -5010035.500000 Penalty: 1043.292480
	Iteration 23Q: 3 clusters Score -5010036 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -5010429.500000 Penalty: 1043.292480
	Iteration 24Q: 3 clusters Score -5010430 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -5010802.500000 Penalty: 1043.292480
	Iteration 25Q: 3 clusters Score -5010802 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -5011193.500000 Penalty: 1043.292480
	Iteration 26Q: 3 clusters Score -5011194 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78486 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -5011545.000000 Penalty: 1043.292480
	Iteration 27Q: 3 clusters Score -5011545 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -5011895.500000 Penalty: 1043.292480
	Iteration 28Q: 3 clusters Score -5011896 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -5012241.000000 Penalty: 1043.292480
	Iteration 29Q: 3 clusters Score -5012241 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -5012574.500000 Penalty: 1043.292480
	Iteration 30Q: 3 clusters Score -5012574 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -5012909.500000 Penalty: 1043.292480
	Iteration 31Q: 3 clusters Score -5012910 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85333 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -5013263.500000 Penalty: 1043.292480
	Iteration 32Q: 3 clusters Score -5013264 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -5013617.500000 Penalty: 1043.292480
	Iteration 33Q: 3 clusters Score -5013618 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -5013921.000000 Penalty: 1043.292480
	Iteration 34Q: 3 clusters Score -5013921 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88689 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5014223.000000 Penalty: 1043.292480
	Iteration 35Q: 3 clusters Score -5014223 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5014539.500000 Penalty: 1043.292480
	Iteration 36Q: 3 clusters Score -5014540 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90507 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -5014823.500000 Penalty: 1043.292480
	Iteration 37Q: 3 clusters Score -5014824 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5015018.500000 Penalty: 1043.292480
	Iteration 38Q: 3 clusters Score -5015018 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5015203.500000 Penalty: 1043.292480
	Iteration 39Q: 3 clusters Score -5015204 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92417 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5015409.500000 Penalty: 1043.292480
	Iteration 40F: 3 clusters Score -5015410 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92900 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5015561.000000 Penalty: 1043.292480
	Iteration 41Q: 3 clusters Score -5015561 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93277 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5015619.000000 Penalty: 1043.292480
	Iteration 42Q: 3 clusters Score -5015619 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5015683.000000 Penalty: 1043.292480
	Iteration 43Q: 3 clusters Score -5015683 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5015770.500000 Penalty: 1043.292480
	Iteration 44Q: 3 clusters Score -5015770 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5015803.000000 Penalty: 1043.292480
	Iteration 45Q: 3 clusters Score -5015803 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94294 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5015831.000000 Penalty: 1043.292480
	Iteration 46Q: 3 clusters Score -5015831 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5015876.000000 Penalty: 1043.292480
	Iteration 47Q: 3 clusters Score -5015876 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5015894.500000 Penalty: 1043.292480
	Iteration 48Q: 3 clusters Score -5015894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94631 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5015928.000000 Penalty: 1043.292480
	Iteration 49Q: 3 clusters Score -5015928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94698 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5015944.000000 Penalty: 1043.292480
	Iteration 50Q: 3 clusters Score -5015944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5015970.500000 Penalty: 1043.292480
	Iteration 51Q: 3 clusters Score -5015970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94783 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5015975.500000 Penalty: 1043.292480
	Iteration 52Q: 3 clusters Score -5015976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94804 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5015989.500000 Penalty: 1043.292480
	Iteration 53Q: 3 clusters Score -5015990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94821 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5015996.000000 Penalty: 1043.292480
	Iteration 54Q: 3 clusters Score -5015996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94840 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5016003.000000 Penalty: 1043.292480
	Iteration 55Q: 3 clusters Score -5016003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5016007.500000 Penalty: 1043.292480
	Iteration 56Q: 3 clusters Score -5016008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94881 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5016012.000000 Penalty: 1043.292480
	Iteration 57Q: 3 clusters Score -5016012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5016006.000000 Penalty: 1043.292480
	Iteration 58Q: 3 clusters Score -5016006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5016005.000000 Penalty: 1043.292480
	Iteration 59Q: 3 clusters Score -5016005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94911 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5016009.000000 Penalty: 1043.292480
	Iteration 60F: 3 clusters Score -5016009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5016008.500000 Penalty: 1043.292480
	Iteration 61Q: 3 clusters Score -5016008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94933 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5016008.500000 Penalty: 1043.292480
	Iteration 62Q: 3 clusters Score -5016008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94954 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5016006.500000 Penalty: 1043.292480
	Iteration 63Q: 3 clusters Score -5016006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5016007.500000 Penalty: 1043.292480
	Iteration 64Q: 3 clusters Score -5016008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5016016.500000 Penalty: 1043.292480
	Iteration 65Q: 3 clusters Score -5016016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5016010.000000 Penalty: 1043.292480
	Iteration 66Q: 3 clusters Score -5016010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5016016.000000 Penalty: 1043.292480
	Iteration 67Q: 3 clusters Score -5016016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95011 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5016014.500000 Penalty: 1043.292480
	Iteration 68Q: 3 clusters Score -5016014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5016020.500000 Penalty: 1043.292480
	Iteration 69Q: 3 clusters Score -5016020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95018 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5016018.500000 Penalty: 1043.292480
	Iteration 70Q: 3 clusters Score -5016018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95024 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5016027.000000 Penalty: 1043.292480
	Iteration 71Q: 3 clusters Score -5016027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5016030.500000 Penalty: 1043.292480
	Iteration 72Q: 3 clusters Score -5016030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5016032.500000 Penalty: 1043.292480
	Iteration 73Q: 3 clusters Score -5016032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95050 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5016040.000000 Penalty: 1043.292480
	Iteration 74Q: 3 clusters Score -5016040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95057 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5016039.500000 Penalty: 1043.292480
	Iteration 75Q: 3 clusters Score -5016040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5016040.000000 Penalty: 1043.292480
	Iteration 76Q: 3 clusters Score -5016040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5016040.000000 Penalty: 1043.292480
	Iteration 77F: 3 clusters Score -5016040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Entering Unmasked Estep 
Score: -3452289.000000 Penalty: 502.591766
	Iteration 0F: 2 clusters Score -3452289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -3410050.750000 Penalty: 1005.183533
	Iteration 0F: 3 clusters Score -3410051 nChanged 30587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -3428049.000000 Penalty: 1005.183533
	Iteration 1F: 3 clusters Score -3428049 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -3428841.250000 Penalty: 1005.183533
	Iteration 2Q: 3 clusters Score -3428841 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -3430093.250000 Penalty: 1005.183533
	Iteration 3Q: 3 clusters Score -3430093 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -3432180.250000 Penalty: 1005.183533
	Iteration 4F: 3 clusters Score -3432180 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -3435514.750000 Penalty: 1005.183533
	Iteration 5F: 3 clusters Score -3435515 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -3439266.750000 Penalty: 1005.183533
	Iteration 6F: 3 clusters Score -3439267 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -3441625.250000 Penalty: 1005.183533
	Iteration 7F: 3 clusters Score -3441625 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -3442407.000000 Penalty: 1005.183533
	Iteration 8Q: 3 clusters Score -3442407 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -3442737.500000 Penalty: 1005.183533
	Iteration 9Q: 3 clusters Score -3442738 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -3442987.000000 Penalty: 1005.183533
	Iteration 10Q: 3 clusters Score -3442987 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -3443243.750000 Penalty: 1005.183533
	Iteration 11Q: 3 clusters Score -3443244 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -3443541.000000 Penalty: 1005.183533
	Iteration 12Q: 3 clusters Score -3443541 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -3443860.000000 Penalty: 1005.183533
	Iteration 13Q: 3 clusters Score -3443860 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -3444203.000000 Penalty: 1005.183533
	Iteration 14Q: 3 clusters Score -3444203 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -3444515.500000 Penalty: 1005.183533
	Iteration 15Q: 3 clusters Score -3444516 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -3444823.500000 Penalty: 1005.183533
	Iteration 16Q: 3 clusters Score -3444824 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -3445168.500000 Penalty: 1005.183533
	Iteration 17Q: 3 clusters Score -3445168 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -3445524.750000 Penalty: 1005.183533
	Iteration 18Q: 3 clusters Score -3445525 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -3445893.000000 Penalty: 1005.183533
	Iteration 19Q: 3 clusters Score -3445893 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -3446221.250000 Penalty: 1005.183533
	Iteration 20F: 3 clusters Score -3446221 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -3446548.000000 Penalty: 1005.183533
	Iteration 21Q: 3 clusters Score -3446548 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -3446955.000000 Penalty: 1005.183533
	Iteration 22Q: 3 clusters Score -3446955 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -3447394.250000 Penalty: 1005.183533
	Iteration 23Q: 3 clusters Score -3447394 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -3447773.250000 Penalty: 1005.183533
	Iteration 24Q: 3 clusters Score -3447773 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -3448137.000000 Penalty: 1005.183533
	Iteration 25Q: 3 clusters Score -3448137 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -3448532.000000 Penalty: 1005.183533
	Iteration 26Q: 3 clusters Score -3448532 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -3448873.250000 Penalty: 1005.183533
	Iteration 27Q: 3 clusters Score -3448873 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -3449225.250000 Penalty: 1005.183533
	Iteration 28Q: 3 clusters Score -3449225 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -3449500.250000 Penalty: 1005.183533
	Iteration 29Q: 3 clusters Score -3449500 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -3449807.500000 Penalty: 1005.183533
	Iteration 30Q: 3 clusters Score -3449808 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -3450114.000000 Penalty: 1005.183533
	Iteration 31Q: 3 clusters Score -3450114 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -3450405.000000 Penalty: 1005.183533
	Iteration 32Q: 3 clusters Score -3450405 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -3450686.500000 Penalty: 1005.183533
	Iteration 33Q: 3 clusters Score -3450686 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -3450959.000000 Penalty: 1005.183533
	Iteration 34Q: 3 clusters Score -3450959 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -3451162.500000 Penalty: 1005.183533
	Iteration 35Q: 3 clusters Score -3451162 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 61489 members 
Entering Unmasked Estep 
Score: -3451306.500000 Penalty: 1005.183533
	Iteration 36Q: 3 clusters Score -3451306 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -3451440.000000 Penalty: 1005.183533
	Iteration 37Q: 3 clusters Score -3451440 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -3451553.750000 Penalty: 1005.183533
	Iteration 38Q: 3 clusters Score -3451554 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -3451622.000000 Penalty: 1005.183533
	Iteration 39Q: 3 clusters Score -3451622 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -3451667.750000 Penalty: 1005.183533
	Iteration 40F: 3 clusters Score -3451668 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 62252 members 
Entering Unmasked Estep 
Score: -3451719.250000 Penalty: 1005.183533
	Iteration 41Q: 3 clusters Score -3451719 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -3451750.750000 Penalty: 1005.183533
	Iteration 42Q: 3 clusters Score -3451751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -3451780.000000 Penalty: 1005.183533
	Iteration 43Q: 3 clusters Score -3451780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -3451803.250000 Penalty: 1005.183533
	Iteration 44Q: 3 clusters Score -3451803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -3451809.750000 Penalty: 1005.183533
	Iteration 45Q: 3 clusters Score -3451810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -3451819.250000 Penalty: 1005.183533
	Iteration 46Q: 3 clusters Score -3451819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -3451823.250000 Penalty: 1005.183533
	Iteration 47Q: 3 clusters Score -3451823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -3451833.500000 Penalty: 1005.183533
	Iteration 48Q: 3 clusters Score -3451834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -3451844.500000 Penalty: 1005.183533
	Iteration 49Q: 3 clusters Score -3451844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -3451849.000000 Penalty: 1005.183533
	Iteration 50Q: 3 clusters Score -3451849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -3451853.750000 Penalty: 1005.183533
	Iteration 51Q: 3 clusters Score -3451854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -3451855.500000 Penalty: 1005.183533
	Iteration 52Q: 3 clusters Score -3451856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 62495 members 
Entering Unmasked Estep 
Score: -3451862.250000 Penalty: 1005.183533
	Iteration 53Q: 3 clusters Score -3451862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -3451863.000000 Penalty: 1005.183533
	Iteration 54Q: 3 clusters Score -3451863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -3451867.500000 Penalty: 1005.183533
	Iteration 55Q: 3 clusters Score -3451868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -3451866.250000 Penalty: 1005.183533
	Iteration 56Q: 3 clusters Score -3451866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -3451868.500000 Penalty: 1005.183533
	Iteration 57Q: 3 clusters Score -3451868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -3451873.000000 Penalty: 1005.183533
	Iteration 58Q: 3 clusters Score -3451873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 62510 members 
Entering Unmasked Estep 
Score: -3451871.000000 Penalty: 1005.183533
	Iteration 59Q: 3 clusters Score -3451871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -3451871.000000 Penalty: 1005.183533
	Iteration 60F: 3 clusters Score -3451871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -3451871.750000 Penalty: 1005.183533
	Iteration 61Q: 3 clusters Score -3451872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -3451872.750000 Penalty: 1005.183533
	Iteration 62Q: 3 clusters Score -3451873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -3451876.250000 Penalty: 1005.183533
	Iteration 63Q: 3 clusters Score -3451876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -3451873.500000 Penalty: 1005.183533
	Iteration 64Q: 3 clusters Score -3451874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -3451873.500000 Penalty: 1005.183533
	Iteration 65Q: 3 clusters Score -3451874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -3451875.250000 Penalty: 1005.183533
	Iteration 66Q: 3 clusters Score -3451875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -3451874.750000 Penalty: 1005.183533
	Iteration 67Q: 3 clusters Score -3451875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -3451875.500000 Penalty: 1005.183533
	Iteration 68Q: 3 clusters Score -3451876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -3451875.000000 Penalty: 1005.183533
	Iteration 69Q: 3 clusters Score -3451875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -3451875.750000 Penalty: 1005.183533
	Iteration 70Q: 3 clusters Score -3451876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -3451874.750000 Penalty: 1005.183533
	Iteration 71Q: 3 clusters Score -3451875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -3451874.750000 Penalty: 1005.183533
	Iteration 72F: 3 clusters Score -3451875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Entering Unmasked Estep 
Score: -217470.640625 Penalty: 379.218475
	Iteration 0F: 2 clusters Score -217470.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -214649.484375 Penalty: 758.436951
	Iteration 0F: 3 clusters Score -214649.5 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -215771.109375 Penalty: 758.436951
	Iteration 1F: 3 clusters Score -215771.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -215984.765625 Penalty: 758.436951
	Iteration 2F: 3 clusters Score -215984.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -216196.781250 Penalty: 758.436951
	Iteration 3F: 3 clusters Score -216196.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -216424.125000 Penalty: 758.436951
	Iteration 4F: 3 clusters Score -216424.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -216640.453125 Penalty: 758.436951
	Iteration 5F: 3 clusters Score -216640.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -216788.890625 Penalty: 758.436951
	Iteration 6Q: 3 clusters Score -216788.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -216882.218750 Penalty: 758.436951
	Iteration 7Q: 3 clusters Score -216882.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -216956.359375 Penalty: 758.436951
	Iteration 8Q: 3 clusters Score -216956.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -217004.718750 Penalty: 758.436951
	Iteration 9Q: 3 clusters Score -217004.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -217034.578125 Penalty: 758.436951
	Iteration 10Q: 3 clusters Score -217034.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -217070.421875 Penalty: 758.436951
	Iteration 11Q: 3 clusters Score -217070.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -217096.078125 Penalty: 758.436951
	Iteration 12Q: 3 clusters Score -217096.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -217116.312500 Penalty: 758.436951
	Iteration 13Q: 3 clusters Score -217116.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -217130.031250 Penalty: 758.436951
	Iteration 14Q: 3 clusters Score -217130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -217140.156250 Penalty: 758.436951
	Iteration 15Q: 3 clusters Score -217140.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -217149.156250 Penalty: 758.436951
	Iteration 16Q: 3 clusters Score -217149.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -217157.343750 Penalty: 758.436951
	Iteration 17Q: 3 clusters Score -217157.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -217166.937500 Penalty: 758.436951
	Iteration 18Q: 3 clusters Score -217166.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -217176.828125 Penalty: 758.436951
	Iteration 19Q: 3 clusters Score -217176.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -217186.656250 Penalty: 758.436951
	Iteration 20F: 3 clusters Score -217186.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -217200.953125 Penalty: 758.436951
	Iteration 21Q: 3 clusters Score -217201 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -217219.250000 Penalty: 758.436951
	Iteration 22Q: 3 clusters Score -217219.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -217231.984375 Penalty: 758.436951
	Iteration 23Q: 3 clusters Score -217232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -217244.875000 Penalty: 758.436951
	Iteration 24Q: 3 clusters Score -217244.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -217256.640625 Penalty: 758.436951
	Iteration 25Q: 3 clusters Score -217256.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -217267.406250 Penalty: 758.436951
	Iteration 26Q: 3 clusters Score -217267.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -217277.265625 Penalty: 758.436951
	Iteration 27Q: 3 clusters Score -217277.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -217285.234375 Penalty: 758.436951
	Iteration 28Q: 3 clusters Score -217285.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -217290.609375 Penalty: 758.436951
	Iteration 29Q: 3 clusters Score -217290.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -217294.484375 Penalty: 758.436951
	Iteration 30Q: 3 clusters Score -217294.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -217296.296875 Penalty: 758.436951
	Iteration 31Q: 3 clusters Score -217296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -217296.781250 Penalty: 758.436951
	Iteration 32Q: 3 clusters Score -217296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -217297.437500 Penalty: 758.436951
	Iteration 33Q: 3 clusters Score -217297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -217297.515625 Penalty: 758.436951
	Iteration 34Q: 3 clusters Score -217297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -217298.015625 Penalty: 758.436951
	Iteration 35Q: 3 clusters Score -217298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -217297.968750 Penalty: 758.436951
	Iteration 36Q: 3 clusters Score -217298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -217297.968750 Penalty: 758.436951
	Iteration 37F: 3 clusters Score -217298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Entering Unmasked Estep 
Score: -709568.937500 Penalty: 428.567261
	Iteration 0F: 2 clusters Score -709568.9 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 6173 members 
Entering Unmasked Estep 
Score: -701408.812500 Penalty: 857.134521
	Iteration 0F: 3 clusters Score -701408.8 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -704684.375000 Penalty: 857.134521
	Iteration 1F: 3 clusters Score -704684.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -704939.687500 Penalty: 857.134521
	Iteration 2F: 3 clusters Score -704939.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -705253.000000 Penalty: 857.134521
	Iteration 3F: 3 clusters Score -705253 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -705665.375000 Penalty: 857.134521
	Iteration 4F: 3 clusters Score -705665.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -706316.750000 Penalty: 857.134521
	Iteration 5F: 3 clusters Score -706316.8 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -707151.625000 Penalty: 857.134521
	Iteration 6F: 3 clusters Score -707151.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -707874.812500 Penalty: 857.134521
	Iteration 7F: 3 clusters Score -707874.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -708198.312500 Penalty: 857.134521
	Iteration 8Q: 3 clusters Score -708198.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -708366.937500 Penalty: 857.134521
	Iteration 9Q: 3 clusters Score -708366.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -708487.875000 Penalty: 857.134521
	Iteration 10Q: 3 clusters Score -708487.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -708599.312500 Penalty: 857.134521
	Iteration 11Q: 3 clusters Score -708599.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -708671.187500 Penalty: 857.134521
	Iteration 12Q: 3 clusters Score -708671.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -708718.625000 Penalty: 857.134521
	Iteration 13Q: 3 clusters Score -708718.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -708759.687500 Penalty: 857.134521
	Iteration 14Q: 3 clusters Score -708759.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -708782.687500 Penalty: 857.134521
	Iteration 15Q: 3 clusters Score -708782.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -708797.875000 Penalty: 857.134521
	Iteration 16Q: 3 clusters Score -708797.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -708808.562500 Penalty: 857.134521
	Iteration 17Q: 3 clusters Score -708808.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -708816.000000 Penalty: 857.134521
	Iteration 18Q: 3 clusters Score -708816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -708818.187500 Penalty: 857.134521
	Iteration 19Q: 3 clusters Score -708818.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -708824.375000 Penalty: 857.134521
	Iteration 20F: 3 clusters Score -708824.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -708826.687500 Penalty: 857.134521
	Iteration 21Q: 3 clusters Score -708826.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -708832.375000 Penalty: 857.134521
	Iteration 22Q: 3 clusters Score -708832.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -708830.937500 Penalty: 857.134521
	Iteration 23Q: 3 clusters Score -708830.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -708831.875000 Penalty: 857.134521
	Iteration 24Q: 3 clusters Score -708831.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -708833.250000 Penalty: 857.134521
	Iteration 25Q: 3 clusters Score -708833.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -708833.437500 Penalty: 857.134521
	Iteration 26Q: 3 clusters Score -708833.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -708836.375000 Penalty: 857.134521
	Iteration 27Q: 3 clusters Score -708836.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -708837.437500 Penalty: 857.134521
	Iteration 28Q: 3 clusters Score -708837.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -708838.750000 Penalty: 857.134521
	Iteration 29Q: 3 clusters Score -708838.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -708838.937500 Penalty: 857.134521
	Iteration 30Q: 3 clusters Score -708838.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -708840.437500 Penalty: 857.134521
	Iteration 31Q: 3 clusters Score -708840.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -708841.500000 Penalty: 857.134521
	Iteration 32Q: 3 clusters Score -708841.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -708841.250000 Penalty: 857.134521
	Iteration 33Q: 3 clusters Score -708841.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -708842.875000 Penalty: 857.134521
	Iteration 34Q: 3 clusters Score -708842.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -708841.812500 Penalty: 857.134521
	Iteration 35Q: 3 clusters Score -708841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -708842.312500 Penalty: 857.134521
	Iteration 36Q: 3 clusters Score -708842.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -708843.812500 Penalty: 857.134521
	Iteration 37Q: 3 clusters Score -708843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -708844.562500 Penalty: 857.134521
	Iteration 38Q: 3 clusters Score -708844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -708843.875000 Penalty: 857.134521
	Iteration 39Q: 3 clusters Score -708843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -708844.875000 Penalty: 857.134521
	Iteration 40F: 3 clusters Score -708844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -708844.500000 Penalty: 857.134521
	Iteration 41Q: 3 clusters Score -708844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -708844.937500 Penalty: 857.134521
	Iteration 42Q: 3 clusters Score -708844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -708845.500000 Penalty: 857.134521
	Iteration 43Q: 3 clusters Score -708845.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -708845.812500 Penalty: 857.134521
	Iteration 44Q: 3 clusters Score -708845.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -708845.312500 Penalty: 857.134521
	Iteration 45Q: 3 clusters Score -708845.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -708845.750000 Penalty: 857.134521
	Iteration 46Q: 3 clusters Score -708845.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -708845.875000 Penalty: 857.134521
	Iteration 47Q: 3 clusters Score -708845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -708844.687500 Penalty: 857.134521
	Iteration 48Q: 3 clusters Score -708844.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -708845.250000 Penalty: 857.134521
	Iteration 49Q: 3 clusters Score -708845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -708845.750000 Penalty: 857.134521
	Iteration 50Q: 3 clusters Score -708845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -708845.812500 Penalty: 857.134521
	Iteration 51Q: 3 clusters Score -708845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -708845.437500 Penalty: 857.134521
	Iteration 52Q: 3 clusters Score -708845.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -708845.437500 Penalty: 857.134521
	Iteration 53F: 3 clusters Score -708845.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (80107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Entering Unmasked Estep 
Score: -4439906.000000 Penalty: 513.745911
	Iteration 0F: 2 clusters Score -4439906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -4386386.000000 Penalty: 1027.491821
	Iteration 0F: 3 clusters Score -4386386 nChanged 38928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -4410226.500000 Penalty: 1027.491821
	Iteration 1F: 3 clusters Score -4410226 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -4411893.500000 Penalty: 1027.491821
	Iteration 2F: 3 clusters Score -4411894 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -4414986.500000 Penalty: 1027.491821
	Iteration 3F: 3 clusters Score -4414986 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -4420404.000000 Penalty: 1027.491821
	Iteration 4F: 3 clusters Score -4420404 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -4428069.500000 Penalty: 1027.491821
	Iteration 5F: 3 clusters Score -4428070 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -4434983.000000 Penalty: 1027.491821
	Iteration 6F: 3 clusters Score -4434983 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -4438350.000000 Penalty: 1027.491821
	Iteration 7Q: 3 clusters Score -4438350 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -4439204.500000 Penalty: 1027.491821
	Iteration 8Q: 3 clusters Score -4439204 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -4439373.000000 Penalty: 1027.491821
	Iteration 9Q: 3 clusters Score -4439373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -4439425.000000 Penalty: 1027.491821
	Iteration 10Q: 3 clusters Score -4439425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -4439437.500000 Penalty: 1027.491821
	Iteration 11Q: 3 clusters Score -4439438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -4439440.500000 Penalty: 1027.491821
	Iteration 12Q: 3 clusters Score -4439440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -4439444.500000 Penalty: 1027.491821
	Iteration 13Q: 3 clusters Score -4439444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 80084 members 
Entering Unmasked Estep 
Score: -4439444.500000 Penalty: 1027.491821
	Iteration 14F: 3 clusters Score -4439444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Entering Unmasked Estep 
Score: -500531.625000 Penalty: 415.963776
	Iteration 0F: 2 clusters Score -500531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -494290.031250 Penalty: 831.927551
	Iteration 0F: 3 clusters Score -494290 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -496922.750000 Penalty: 831.927551
	Iteration 1F: 3 clusters Score -496922.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -497403.093750 Penalty: 831.927551
	Iteration 2F: 3 clusters Score -497403.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -498106.468750 Penalty: 831.927551
	Iteration 3F: 3 clusters Score -498106.5 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -498922.000000 Penalty: 831.927551
	Iteration 4F: 3 clusters Score -498922 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -499554.531250 Penalty: 831.927551
	Iteration 5F: 3 clusters Score -499554.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -499894.406250 Penalty: 831.927551
	Iteration 6Q: 3 clusters Score -499894.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -500032.562500 Penalty: 831.927551
	Iteration 7Q: 3 clusters Score -500032.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -500100.906250 Penalty: 831.927551
	Iteration 8Q: 3 clusters Score -500100.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -500148.500000 Penalty: 831.927551
	Iteration 9Q: 3 clusters Score -500148.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -500182.531250 Penalty: 831.927551
	Iteration 10Q: 3 clusters Score -500182.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -500193.500000 Penalty: 831.927551
	Iteration 11Q: 3 clusters Score -500193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -500197.437500 Penalty: 831.927551
	Iteration 12Q: 3 clusters Score -500197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -500201.718750 Penalty: 831.927551
	Iteration 13Q: 3 clusters Score -500201.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -500202.187500 Penalty: 831.927551
	Iteration 14Q: 3 clusters Score -500202.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -500202.437500 Penalty: 831.927551
	Iteration 15Q: 3 clusters Score -500202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -500202.437500 Penalty: 831.927551
	Iteration 16F: 3 clusters Score -500202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Entering Unmasked Estep 
Score: -3451830.000000 Penalty: 502.101440
	Iteration 0F: 2 clusters Score -3451830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -3410079.250000 Penalty: 1004.202881
	Iteration 0F: 3 clusters Score -3410079 nChanged 30103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3428757.250000 Penalty: 1004.202881
	Iteration 1F: 3 clusters Score -3428757 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3430582.750000 Penalty: 1004.202881
	Iteration 2F: 3 clusters Score -3430583 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3433726.750000 Penalty: 1004.202881
	Iteration 3F: 3 clusters Score -3433727 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3437916.000000 Penalty: 1004.202881
	Iteration 4F: 3 clusters Score -3437916 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3441954.000000 Penalty: 1004.202881
	Iteration 5F: 3 clusters Score -3441954 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3444882.250000 Penalty: 1004.202881
	Iteration 6Q: 3 clusters Score -3444882 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3446708.500000 Penalty: 1004.202881
	Iteration 7Q: 3 clusters Score -3446708 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3447860.250000 Penalty: 1004.202881
	Iteration 8Q: 3 clusters Score -3447860 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3448678.000000 Penalty: 1004.202881
	Iteration 9Q: 3 clusters Score -3448678 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3449265.000000 Penalty: 1004.202881
	Iteration 10Q: 3 clusters Score -3449265 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3449667.250000 Penalty: 1004.202881
	Iteration 11Q: 3 clusters Score -3449667 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3449973.500000 Penalty: 1004.202881
	Iteration 12Q: 3 clusters Score -3449974 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3450213.000000 Penalty: 1004.202881
	Iteration 13Q: 3 clusters Score -3450213 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3450469.750000 Penalty: 1004.202881
	Iteration 14Q: 3 clusters Score -3450470 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3450667.000000 Penalty: 1004.202881
	Iteration 15Q: 3 clusters Score -3450667 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3450825.500000 Penalty: 1004.202881
	Iteration 16Q: 3 clusters Score -3450826 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3450964.250000 Penalty: 1004.202881
	Iteration 17Q: 3 clusters Score -3450964 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3451064.500000 Penalty: 1004.202881
	Iteration 18Q: 3 clusters Score -3451064 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3451133.500000 Penalty: 1004.202881
	Iteration 19Q: 3 clusters Score -3451134 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3451172.750000 Penalty: 1004.202881
	Iteration 20F: 3 clusters Score -3451173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3451213.000000 Penalty: 1004.202881
	Iteration 21Q: 3 clusters Score -3451213 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3451254.250000 Penalty: 1004.202881
	Iteration 22Q: 3 clusters Score -3451254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61564 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3451283.000000 Penalty: 1004.202881
	Iteration 23Q: 3 clusters Score -3451283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3451304.750000 Penalty: 1004.202881
	Iteration 24Q: 3 clusters Score -3451305 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3451332.000000 Penalty: 1004.202881
	Iteration 25Q: 3 clusters Score -3451332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3451354.250000 Penalty: 1004.202881
	Iteration 26Q: 3 clusters Score -3451354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3451379.500000 Penalty: 1004.202881
	Iteration 27Q: 3 clusters Score -3451380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3451391.000000 Penalty: 1004.202881
	Iteration 28Q: 3 clusters Score -3451391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3451401.000000 Penalty: 1004.202881
	Iteration 29Q: 3 clusters Score -3451401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3451408.750000 Penalty: 1004.202881
	Iteration 30Q: 3 clusters Score -3451409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3451412.250000 Penalty: 1004.202881
	Iteration 31Q: 3 clusters Score -3451412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3451416.250000 Penalty: 1004.202881
	Iteration 32Q: 3 clusters Score -3451416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3451415.750000 Penalty: 1004.202881
	Iteration 33Q: 3 clusters Score -3451416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3451420.500000 Penalty: 1004.202881
	Iteration 34Q: 3 clusters Score -3451420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3451421.000000 Penalty: 1004.202881
	Iteration 35Q: 3 clusters Score -3451421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3451421.750000 Penalty: 1004.202881
	Iteration 36Q: 3 clusters Score -3451422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3451420.500000 Penalty: 1004.202881
	Iteration 37Q: 3 clusters Score -3451420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3451421.750000 Penalty: 1004.202881
	Iteration 38Q: 3 clusters Score -3451422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3451421.750000 Penalty: 1004.202881
	Iteration 39F: 3 clusters Score -3451422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Entering Unmasked Estep 
Score: -1709699.125000 Penalty: 472.566101
	Iteration 0F: 2 clusters Score -1709699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1688090.125000 Penalty: 945.132202
	Iteration 0F: 3 clusters Score -1688090 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1697341.500000 Penalty: 945.132202
	Iteration 1F: 3 clusters Score -1697342 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1697897.250000 Penalty: 945.132202
	Iteration 2Q: 3 clusters Score -1697897 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1698729.000000 Penalty: 945.132202
	Iteration 3F: 3 clusters Score -1698729 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1700083.750000 Penalty: 945.132202
	Iteration 4F: 3 clusters Score -1700084 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1701924.500000 Penalty: 945.132202
	Iteration 5F: 3 clusters Score -1701924 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1703868.625000 Penalty: 945.132202
	Iteration 6F: 3 clusters Score -1703869 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1705310.250000 Penalty: 945.132202
	Iteration 7F: 3 clusters Score -1705310 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1706093.125000 Penalty: 945.132202
	Iteration 8Q: 3 clusters Score -1706093 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1706523.375000 Penalty: 945.132202
	Iteration 9Q: 3 clusters Score -1706523 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1706869.000000 Penalty: 945.132202
	Iteration 10Q: 3 clusters Score -1706869 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1707159.250000 Penalty: 945.132202
	Iteration 11Q: 3 clusters Score -1707159 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1707422.125000 Penalty: 945.132202
	Iteration 12Q: 3 clusters Score -1707422 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1707685.750000 Penalty: 945.132202
	Iteration 13Q: 3 clusters Score -1707686 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1707912.125000 Penalty: 945.132202
	Iteration 14Q: 3 clusters Score -1707912 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1708122.750000 Penalty: 945.132202
	Iteration 15Q: 3 clusters Score -1708123 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1708303.125000 Penalty: 945.132202
	Iteration 16Q: 3 clusters Score -1708303 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1708435.875000 Penalty: 945.132202
	Iteration 17Q: 3 clusters Score -1708436 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1708566.625000 Penalty: 945.132202
	Iteration 18Q: 3 clusters Score -1708567 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1708683.750000 Penalty: 945.132202
	Iteration 19Q: 3 clusters Score -1708684 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1708795.750000 Penalty: 945.132202
	Iteration 20F: 3 clusters Score -1708796 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1708873.000000 Penalty: 945.132202
	Iteration 21Q: 3 clusters Score -1708873 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1708960.625000 Penalty: 945.132202
	Iteration 22Q: 3 clusters Score -1708961 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1709039.875000 Penalty: 945.132202
	Iteration 23Q: 3 clusters Score -1709040 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1709106.875000 Penalty: 945.132202
	Iteration 24Q: 3 clusters Score -1709107 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1709153.625000 Penalty: 945.132202
	Iteration 25Q: 3 clusters Score -1709154 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1709189.875000 Penalty: 945.132202
	Iteration 26Q: 3 clusters Score -1709190 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1709227.375000 Penalty: 945.132202
	Iteration 27Q: 3 clusters Score -1709227 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1709248.500000 Penalty: 945.132202
	Iteration 28Q: 3 clusters Score -1709248 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1709278.250000 Penalty: 945.132202
	Iteration 29Q: 3 clusters Score -1709278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1709300.875000 Penalty: 945.132202
	Iteration 30Q: 3 clusters Score -1709301 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1709321.250000 Penalty: 945.132202
	Iteration 31Q: 3 clusters Score -1709321 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1709333.125000 Penalty: 945.132202
	Iteration 32Q: 3 clusters Score -1709333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1709344.375000 Penalty: 945.132202
	Iteration 33Q: 3 clusters Score -1709344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1709348.500000 Penalty: 945.132202
	Iteration 34Q: 3 clusters Score -1709348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1709360.125000 Penalty: 945.132202
	Iteration 35Q: 3 clusters Score -1709360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1709371.500000 Penalty: 945.132202
	Iteration 36Q: 3 clusters Score -1709372 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1709377.625000 Penalty: 945.132202
	Iteration 37Q: 3 clusters Score -1709378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1709385.625000 Penalty: 945.132202
	Iteration 38Q: 3 clusters Score -1709386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1709399.375000 Penalty: 945.132202
	Iteration 39Q: 3 clusters Score -1709399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1709408.125000 Penalty: 945.132202
	Iteration 40F: 3 clusters Score -1709408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1709418.375000 Penalty: 945.132202
	Iteration 41Q: 3 clusters Score -1709418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1709430.625000 Penalty: 945.132202
	Iteration 42Q: 3 clusters Score -1709431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1709430.750000 Penalty: 945.132202
	Iteration 43Q: 3 clusters Score -1709431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1709439.000000 Penalty: 945.132202
	Iteration 44Q: 3 clusters Score -1709439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1709452.625000 Penalty: 945.132202
	Iteration 45Q: 3 clusters Score -1709453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1709460.250000 Penalty: 945.132202
	Iteration 46Q: 3 clusters Score -1709460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1709466.625000 Penalty: 945.132202
	Iteration 47Q: 3 clusters Score -1709467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1709469.250000 Penalty: 945.132202
	Iteration 48Q: 3 clusters Score -1709469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1709475.250000 Penalty: 945.132202
	Iteration 49Q: 3 clusters Score -1709475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1709479.375000 Penalty: 945.132202
	Iteration 50Q: 3 clusters Score -1709479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1709483.875000 Penalty: 945.132202
	Iteration 51Q: 3 clusters Score -1709484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1709477.875000 Penalty: 945.132202
	Iteration 52Q: 3 clusters Score -1709478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1709483.250000 Penalty: 945.132202
	Iteration 53Q: 3 clusters Score -1709483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1709486.250000 Penalty: 945.132202
	Iteration 54Q: 3 clusters Score -1709486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1709487.250000 Penalty: 945.132202
	Iteration 55Q: 3 clusters Score -1709487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1709491.000000 Penalty: 945.132202
	Iteration 56Q: 3 clusters Score -1709491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1709493.500000 Penalty: 945.132202
	Iteration 57Q: 3 clusters Score -1709494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1709495.625000 Penalty: 945.132202
	Iteration 58Q: 3 clusters Score -1709496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1709497.625000 Penalty: 945.132202
	Iteration 59Q: 3 clusters Score -1709498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1709502.750000 Penalty: 945.132202
	Iteration 60F: 3 clusters Score -1709503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1709505.250000 Penalty: 945.132202
	Iteration 61Q: 3 clusters Score -1709505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1709505.750000 Penalty: 945.132202
	Iteration 62Q: 3 clusters Score -1709506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1709505.625000 Penalty: 945.132202
	Iteration 63Q: 3 clusters Score -1709506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1709506.000000 Penalty: 945.132202
	Iteration 64Q: 3 clusters Score -1709506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1709509.625000 Penalty: 945.132202
	Iteration 65Q: 3 clusters Score -1709510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1709509.375000 Penalty: 945.132202
	Iteration 66Q: 3 clusters Score -1709509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1709510.125000 Penalty: 945.132202
	Iteration 67Q: 3 clusters Score -1709510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1709510.125000 Penalty: 945.132202
	Iteration 68F: 3 clusters Score -1709510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Entering Unmasked Estep 
Score: -674573.312500 Penalty: 430.504761
	Iteration 0F: 2 clusters Score -674573.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -665985.062500 Penalty: 861.009521
	Iteration 0F: 3 clusters Score -665985.1 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -669783.875000 Penalty: 861.009521
	Iteration 1F: 3 clusters Score -669783.9 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -670409.812500 Penalty: 861.009521
	Iteration 2F: 3 clusters Score -670409.8 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -671220.375000 Penalty: 861.009521
	Iteration 3F: 3 clusters Score -671220.4 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -672134.937500 Penalty: 861.009521
	Iteration 4F: 3 clusters Score -672134.9 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -672956.812500 Penalty: 861.009521
	Iteration 5F: 3 clusters Score -672956.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -673568.562500 Penalty: 861.009521
	Iteration 6F: 3 clusters Score -673568.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -673881.625000 Penalty: 861.009521
	Iteration 7Q: 3 clusters Score -673881.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -673989.812500 Penalty: 861.009521
	Iteration 8Q: 3 clusters Score -673989.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -674028.875000 Penalty: 861.009521
	Iteration 9Q: 3 clusters Score -674028.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -674061.562500 Penalty: 861.009521
	Iteration 10Q: 3 clusters Score -674061.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -674090.187500 Penalty: 861.009521
	Iteration 11Q: 3 clusters Score -674090.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -674118.437500 Penalty: 861.009521
	Iteration 12Q: 3 clusters Score -674118.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -674135.937500 Penalty: 861.009521
	Iteration 13Q: 3 clusters Score -674135.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -674153.250000 Penalty: 861.009521
	Iteration 14Q: 3 clusters Score -674153.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -674169.000000 Penalty: 861.009521
	Iteration 15Q: 3 clusters Score -674169 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -674187.562500 Penalty: 861.009521
	Iteration 16Q: 3 clusters Score -674187.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -674200.500000 Penalty: 861.009521
	Iteration 17Q: 3 clusters Score -674200.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -674209.687500 Penalty: 861.009521
	Iteration 18Q: 3 clusters Score -674209.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -674220.812500 Penalty: 861.009521
	Iteration 19Q: 3 clusters Score -674220.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -674225.750000 Penalty: 861.009521
	Iteration 20F: 3 clusters Score -674225.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -674231.812500 Penalty: 861.009521
	Iteration 21Q: 3 clusters Score -674231.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -674237.687500 Penalty: 861.009521
	Iteration 22Q: 3 clusters Score -674237.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -674241.562500 Penalty: 861.009521
	Iteration 23Q: 3 clusters Score -674241.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -674245.875000 Penalty: 861.009521
	Iteration 24Q: 3 clusters Score -674245.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -674252.375000 Penalty: 861.009521
	Iteration 25Q: 3 clusters Score -674252.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -674255.375000 Penalty: 861.009521
	Iteration 26Q: 3 clusters Score -674255.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -674262.125000 Penalty: 861.009521
	Iteration 27Q: 3 clusters Score -674262.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -674264.937500 Penalty: 861.009521
	Iteration 28Q: 3 clusters Score -674264.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -674269.750000 Penalty: 861.009521
	Iteration 29Q: 3 clusters Score -674269.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -674273.125000 Penalty: 861.009521
	Iteration 30Q: 3 clusters Score -674273.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -674276.000000 Penalty: 861.009521
	Iteration 31Q: 3 clusters Score -674276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -674278.937500 Penalty: 861.009521
	Iteration 32Q: 3 clusters Score -674278.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -674280.687500 Penalty: 861.009521
	Iteration 33Q: 3 clusters Score -674280.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -674282.062500 Penalty: 861.009521
	Iteration 34Q: 3 clusters Score -674282.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -674286.812500 Penalty: 861.009521
	Iteration 35Q: 3 clusters Score -674286.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -674289.875000 Penalty: 861.009521
	Iteration 36Q: 3 clusters Score -674289.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -674296.062500 Penalty: 861.009521
	Iteration 37Q: 3 clusters Score -674296.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -674300.625000 Penalty: 861.009521
	Iteration 38Q: 3 clusters Score -674300.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -674309.875000 Penalty: 861.009521
	Iteration 39Q: 3 clusters Score -674309.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -674316.750000 Penalty: 861.009521
	Iteration 40F: 3 clusters Score -674316.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -674324.625000 Penalty: 861.009521
	Iteration 41Q: 3 clusters Score -674324.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -674330.437500 Penalty: 861.009521
	Iteration 42Q: 3 clusters Score -674330.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -674336.687500 Penalty: 861.009521
	Iteration 43Q: 3 clusters Score -674336.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -674344.000000 Penalty: 861.009521
	Iteration 44Q: 3 clusters Score -674344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -674354.187500 Penalty: 861.009521
	Iteration 45Q: 3 clusters Score -674354.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -674363.000000 Penalty: 861.009521
	Iteration 46Q: 3 clusters Score -674363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -674368.875000 Penalty: 861.009521
	Iteration 47Q: 3 clusters Score -674368.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -674374.000000 Penalty: 861.009521
	Iteration 48Q: 3 clusters Score -674374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -674376.000000 Penalty: 861.009521
	Iteration 49Q: 3 clusters Score -674376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -674377.937500 Penalty: 861.009521
	Iteration 50Q: 3 clusters Score -674377.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -674381.375000 Penalty: 861.009521
	Iteration 51Q: 3 clusters Score -674381.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -674383.437500 Penalty: 861.009521
	Iteration 52Q: 3 clusters Score -674383.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -674386.000000 Penalty: 861.009521
	Iteration 53Q: 3 clusters Score -674386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -674384.687500 Penalty: 861.009521
	Iteration 54Q: 3 clusters Score -674384.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -674387.250000 Penalty: 861.009521
	Iteration 55Q: 3 clusters Score -674387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -674388.187500 Penalty: 861.009521
	Iteration 56Q: 3 clusters Score -674388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -674388.812500 Penalty: 861.009521
	Iteration 57Q: 3 clusters Score -674388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -674388.875000 Penalty: 861.009521
	Iteration 58Q: 3 clusters Score -674388.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -674390.312500 Penalty: 861.009521
	Iteration 59Q: 3 clusters Score -674390.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -674388.562500 Penalty: 861.009521
	Iteration 60F: 3 clusters Score -674388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -674388.312500 Penalty: 861.009521
	Iteration 61Q: 3 clusters Score -674388.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -674389.000000 Penalty: 861.009521
	Iteration 62Q: 3 clusters Score -674389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -674388.312500 Penalty: 861.009521
	Iteration 63Q: 3 clusters Score -674388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -674390.375000 Penalty: 861.009521
	Iteration 64Q: 3 clusters Score -674390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -674390.562500 Penalty: 861.009521
	Iteration 65Q: 3 clusters Score -674390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -674389.937500 Penalty: 861.009521
	Iteration 66Q: 3 clusters Score -674389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -674389.250000 Penalty: 861.009521
	Iteration 67Q: 3 clusters Score -674389.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -674389.625000 Penalty: 861.009521
	Iteration 68Q: 3 clusters Score -674389.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -674389.625000 Penalty: 861.009521
	Iteration 69F: 3 clusters Score -674389.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (76327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Entering Unmasked Estep 
Score: -4113272.750000 Penalty: 511.546570
	Iteration 0F: 2 clusters Score -4113273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -4062007.750000 Penalty: 1023.093140
	Iteration 0F: 3 clusters Score -4062008 nChanged 37256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -4085081.000000 Penalty: 1023.093140
	Iteration 1F: 3 clusters Score -4085081 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -4087198.000000 Penalty: 1023.093140
	Iteration 2F: 3 clusters Score -4087198 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -4090778.750000 Penalty: 1023.093140
	Iteration 3F: 3 clusters Score -4090779 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -4095778.000000 Penalty: 1023.093140
	Iteration 4F: 3 clusters Score -4095778 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -4100774.250000 Penalty: 1023.093140
	Iteration 5F: 3 clusters Score -4100774 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -4103459.750000 Penalty: 1023.093140
	Iteration 6F: 3 clusters Score -4103460 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -4104599.500000 Penalty: 1023.093140
	Iteration 7Q: 3 clusters Score -4104600 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -4105243.250000 Penalty: 1023.093140
	Iteration 8Q: 3 clusters Score -4105243 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -4105835.250000 Penalty: 1023.093140
	Iteration 9Q: 3 clusters Score -4105835 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -4106410.750000 Penalty: 1023.093140
	Iteration 10Q: 3 clusters Score -4106411 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -4106875.250000 Penalty: 1023.093140
	Iteration 11Q: 3 clusters Score -4106875 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -4107307.000000 Penalty: 1023.093140
	Iteration 12Q: 3 clusters Score -4107307 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -4107632.500000 Penalty: 1023.093140
	Iteration 13Q: 3 clusters Score -4107632 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -4107890.750000 Penalty: 1023.093140
	Iteration 14Q: 3 clusters Score -4107891 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -4108116.500000 Penalty: 1023.093140
	Iteration 15Q: 3 clusters Score -4108116 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -4108285.250000 Penalty: 1023.093140
	Iteration 16Q: 3 clusters Score -4108285 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -4108459.750000 Penalty: 1023.093140
	Iteration 17Q: 3 clusters Score -4108460 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -4108604.750000 Penalty: 1023.093140
	Iteration 18Q: 3 clusters Score -4108605 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -4108707.750000 Penalty: 1023.093140
	Iteration 19Q: 3 clusters Score -4108708 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -4108826.000000 Penalty: 1023.093140
	Iteration 20F: 3 clusters Score -4108826 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -4108921.250000 Penalty: 1023.093140
	Iteration 21Q: 3 clusters Score -4108921 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -4109015.250000 Penalty: 1023.093140
	Iteration 22Q: 3 clusters Score -4109015 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -4109080.750000 Penalty: 1023.093140
	Iteration 23Q: 3 clusters Score -4109081 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -4109145.750000 Penalty: 1023.093140
	Iteration 24Q: 3 clusters Score -4109146 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -4109207.250000 Penalty: 1023.093140
	Iteration 25Q: 3 clusters Score -4109207 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -4109262.000000 Penalty: 1023.093140
	Iteration 26Q: 3 clusters Score -4109262 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -4109302.750000 Penalty: 1023.093140
	Iteration 27Q: 3 clusters Score -4109303 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -4109337.500000 Penalty: 1023.093140
	Iteration 28Q: 3 clusters Score -4109338 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -4109387.000000 Penalty: 1023.093140
	Iteration 29Q: 3 clusters Score -4109387 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -4109426.750000 Penalty: 1023.093140
	Iteration 30Q: 3 clusters Score -4109427 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -4109490.750000 Penalty: 1023.093140
	Iteration 31Q: 3 clusters Score -4109491 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -4109545.250000 Penalty: 1023.093140
	Iteration 32Q: 3 clusters Score -4109545 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -4109573.500000 Penalty: 1023.093140
	Iteration 33Q: 3 clusters Score -4109574 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -4109597.500000 Penalty: 1023.093140
	Iteration 34Q: 3 clusters Score -4109598 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -4109629.500000 Penalty: 1023.093140
	Iteration 35Q: 3 clusters Score -4109630 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -4109661.750000 Penalty: 1023.093140
	Iteration 36Q: 3 clusters Score -4109662 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -4109695.500000 Penalty: 1023.093140
	Iteration 37Q: 3 clusters Score -4109696 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -4109727.250000 Penalty: 1023.093140
	Iteration 38Q: 3 clusters Score -4109727 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
Score: -4109760.750000 Penalty: 1023.093140
	Iteration 39Q: 3 clusters Score -4109761 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -4109781.500000 Penalty: 1023.093140
	Iteration 40F: 3 clusters Score -4109782 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -4109797.500000 Penalty: 1023.093140
	Iteration 41Q: 3 clusters Score -4109798 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 60034 members 
Entering Unmasked Estep 
Score: -4109805.750000 Penalty: 1023.093140
	Iteration 42Q: 3 clusters Score -4109806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -4109838.750000 Penalty: 1023.093140
	Iteration 43Q: 3 clusters Score -4109839 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 60302 members 
Entering Unmasked Estep 
Score: -4109858.250000 Penalty: 1023.093140
	Iteration 44Q: 3 clusters Score -4109858 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -4109890.250000 Penalty: 1023.093140
	Iteration 45Q: 3 clusters Score -4109890 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -4109909.250000 Penalty: 1023.093140
	Iteration 46Q: 3 clusters Score -4109909 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -4109925.500000 Penalty: 1023.093140
	Iteration 47Q: 3 clusters Score -4109926 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 60806 members 
Entering Unmasked Estep 
Score: -4109947.250000 Penalty: 1023.093140
	Iteration 48Q: 3 clusters Score -4109947 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -4109975.500000 Penalty: 1023.093140
	Iteration 49Q: 3 clusters Score -4109976 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -4110002.250000 Penalty: 1023.093140
	Iteration 50Q: 3 clusters Score -4110002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -4110018.500000 Penalty: 1023.093140
	Iteration 51Q: 3 clusters Score -4110018 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -4110050.500000 Penalty: 1023.093140
	Iteration 52Q: 3 clusters Score -4110050 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -4110066.250000 Penalty: 1023.093140
	Iteration 53Q: 3 clusters Score -4110066 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -4110092.250000 Penalty: 1023.093140
	Iteration 54Q: 3 clusters Score -4110092 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 61777 members 
Entering Unmasked Estep 
Score: -4110137.250000 Penalty: 1023.093140
	Iteration 55Q: 3 clusters Score -4110137 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -4110155.250000 Penalty: 1023.093140
	Iteration 56Q: 3 clusters Score -4110155 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -4110162.000000 Penalty: 1023.093140
	Iteration 57Q: 3 clusters Score -4110162 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -4110185.250000 Penalty: 1023.093140
	Iteration 58Q: 3 clusters Score -4110185 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -4110191.500000 Penalty: 1023.093140
	Iteration 59Q: 3 clusters Score -4110192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -4110206.750000 Penalty: 1023.093140
	Iteration 60F: 3 clusters Score -4110207 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 62463 members 
Entering Unmasked Estep 
Score: -4110233.000000 Penalty: 1023.093140
	Iteration 61Q: 3 clusters Score -4110233 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -4110243.000000 Penalty: 1023.093140
	Iteration 62Q: 3 clusters Score -4110243 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -4110266.750000 Penalty: 1023.093140
	Iteration 63Q: 3 clusters Score -4110267 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -4110276.250000 Penalty: 1023.093140
	Iteration 64Q: 3 clusters Score -4110276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -4110295.000000 Penalty: 1023.093140
	Iteration 65Q: 3 clusters Score -4110295 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -4110311.500000 Penalty: 1023.093140
	Iteration 66Q: 3 clusters Score -4110312 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -4110341.250000 Penalty: 1023.093140
	Iteration 67Q: 3 clusters Score -4110341 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 63383 members 
Entering Unmasked Estep 
Score: -4110366.500000 Penalty: 1023.093140
	Iteration 68Q: 3 clusters Score -4110366 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -4110404.750000 Penalty: 1023.093140
	Iteration 69Q: 3 clusters Score -4110405 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4110436 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 63891 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4110469 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4110475 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4110502 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4110529 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -4110557.500000 Penalty: 1023.093140
	Iteration 75Q: 3 clusters Score -4110558 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 64668 members 
Entering Unmasked Estep 
Score: -4110591.000000 Penalty: 1023.093140
	Iteration 76Q: 3 clusters Score -4110591 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4110612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4110635 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 65057 members 
Entering Unmasked Estep 
Score: -4110642.500000 Penalty: 1023.093140
	Iteration 79Q: 3 clusters Score -4110642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -4110649.750000 Penalty: 1023.093140
	Iteration 80F: 3 clusters Score -4110650 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -4110665.500000 Penalty: 1023.093140
	Iteration 81Q: 3 clusters Score -4110666 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -4110673.500000 Penalty: 1023.093140
	Iteration 82Q: 3 clusters Score -4110674 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -4110700.750000 Penalty: 1023.093140
	Iteration 83Q: 3 clusters Score -4110701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -4110715.500000 Penalty: 1023.093140
	Iteration 84Q: 3 clusters Score -4110716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -4110727.500000 Penalty: 1023.093140
	Iteration 85Q: 3 clusters Score -4110728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4110728 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -4110740.500000 Penalty: 1023.093140
	Iteration 87Q: 3 clusters Score -4110740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -4110754.750000 Penalty: 1023.093140
	Iteration 88Q: 3 clusters Score -4110755 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -4110773.250000 Penalty: 1023.093140
	Iteration 89Q: 3 clusters Score -4110773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -4110769.500000 Penalty: 1023.093140
	Iteration 90Q: 3 clusters Score -4110770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -4110783.750000 Penalty: 1023.093140
	Iteration 91Q: 3 clusters Score -4110784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -4110791.500000 Penalty: 1023.093140
	Iteration 92Q: 3 clusters Score -4110792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -4110794.500000 Penalty: 1023.093140
	Iteration 93Q: 3 clusters Score -4110794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -4110806.000000 Penalty: 1023.093140
	Iteration 94Q: 3 clusters Score -4110806 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -4110819.750000 Penalty: 1023.093140
	Iteration 95Q: 3 clusters Score -4110820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4110841 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -4110848.250000 Penalty: 1023.093140
	Iteration 97Q: 3 clusters Score -4110848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 66370 members 
Entering Unmasked Estep 
Score: -4110870.250000 Penalty: 1023.093140
	Iteration 98Q: 3 clusters Score -4110870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4110879 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -4110886.500000 Penalty: 1023.093140
	Iteration 100F: 3 clusters Score -4110886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -4110903.500000 Penalty: 1023.093140
	Iteration 101Q: 3 clusters Score -4110904 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -4110923.000000 Penalty: 1023.093140
	Iteration 102Q: 3 clusters Score -4110923 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -4110935.250000 Penalty: 1023.093140
	Iteration 103Q: 3 clusters Score -4110935 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -4110954.250000 Penalty: 1023.093140
	Iteration 104Q: 3 clusters Score -4110954 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 67015 members 
Entering Unmasked Estep 
Score: -4110982.500000 Penalty: 1023.093140
	Iteration 105Q: 3 clusters Score -4110982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 67119 members 
Entering Unmasked Estep 
Score: -4110992.500000 Penalty: 1023.093140
	Iteration 106Q: 3 clusters Score -4110992 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 67232 members 
Entering Unmasked Estep 
Score: -4111010.000000 Penalty: 1023.093140
	Iteration 107Q: 3 clusters Score -4111010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -4111041.000000 Penalty: 1023.093140
	Iteration 108Q: 3 clusters Score -4111041 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 67421 members 
Entering Unmasked Estep 
Score: -4111060.000000 Penalty: 1023.093140
	Iteration 109Q: 3 clusters Score -4111060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -4111072.250000 Penalty: 1023.093140
	Iteration 110Q: 3 clusters Score -4111072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 67558 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4111073 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -4111096.250000 Penalty: 1023.093140
	Iteration 112Q: 3 clusters Score -4111096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -4111108.500000 Penalty: 1023.093140
	Iteration 113Q: 3 clusters Score -4111108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -4111121.250000 Penalty: 1023.093140
	Iteration 114Q: 3 clusters Score -4111121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -4111137.750000 Penalty: 1023.093140
	Iteration 115Q: 3 clusters Score -4111138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -4111150.000000 Penalty: 1023.093140
	Iteration 116Q: 3 clusters Score -4111150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 67937 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4111166 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4111168 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -4111173.500000 Penalty: 1023.093140
	Iteration 119Q: 3 clusters Score -4111174 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -4111181.250000 Penalty: 1023.093140
	Iteration 120F: 3 clusters Score -4111181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -4111193.250000 Penalty: 1023.093140
	Iteration 121Q: 3 clusters Score -4111193 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -4111191.000000 Penalty: 1023.093140
	Iteration 122Q: 3 clusters Score -4111191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -4111201.000000 Penalty: 1023.093140
	Iteration 123Q: 3 clusters Score -4111201 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4111201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -4111205.750000 Penalty: 1023.093140
	Iteration 125Q: 3 clusters Score -4111206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -4111212.250000 Penalty: 1023.093140
	Iteration 126Q: 3 clusters Score -4111212 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -4111214.750000 Penalty: 1023.093140
	Iteration 127Q: 3 clusters Score -4111215 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -4111216.000000 Penalty: 1023.093140
	Iteration 128Q: 3 clusters Score -4111216 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -4111224.250000 Penalty: 1023.093140
	Iteration 129Q: 3 clusters Score -4111224 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -4111233.500000 Penalty: 1023.093140
	Iteration 130Q: 3 clusters Score -4111234 nChanged 18
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Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4111236 nChanged 9
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Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4111237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -4111239.750000 Penalty: 1023.093140
	Iteration 133Q: 3 clusters Score -4111240 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4111240 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 68368 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4111242 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 68386 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4111243 nChanged 20
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Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4111248 nChanged 17
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Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 68421 members 
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	Iteration 138Q: 3 clusters Score -4111256 nChanged 16
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Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4111254 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4111246 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4111243 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4111243 nChanged 11
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Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4111246 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 68498 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4111250 nChanged 12
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Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4111252 nChanged 12
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Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4111262 nChanged 11
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Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4111259 nChanged 10
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Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 68535 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4111258 nChanged 10
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Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4111258 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4111256 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4111266 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4111268 nChanged 17
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Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4111271 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4111278 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 68635 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4111281 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4111284 nChanged 17
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Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4111282 nChanged 15
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Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4111291 nChanged 16
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Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4111293 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4111296 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 68731 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4111294 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4111300 nChanged 17
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Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4111297 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4111298 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4111299 nChanged 14
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Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 68802 members 
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	Iteration 166Q: 3 clusters Score -4111303 nChanged 16
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Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 68818 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4111302 nChanged 11
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Mstep: Class 1 contains 7498 members 
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	Iteration 168Q: 3 clusters Score -4111304 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 68837 members 
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	Iteration 169Q: 3 clusters Score -4111303 nChanged 7
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	Iteration 170Q: 3 clusters Score -4111306 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
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	Iteration 171Q: 3 clusters Score -4111310 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 68851 members 
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	Iteration 172Q: 3 clusters Score -4111307 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 68855 members 
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	Iteration 173Q: 3 clusters Score -4111309 nChanged 3
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Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4111301 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
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	Iteration 175Q: 3 clusters Score -4111306 nChanged 8
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Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4111308 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
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	Iteration 177Q: 3 clusters Score -4111308 nChanged 4
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	Iteration 178Q: 3 clusters Score -4111309 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4111313 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4111316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
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	Iteration 181Q: 3 clusters Score -4111318 nChanged 8
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Mstep: Class 2 contains 68908 members 
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	Iteration 182Q: 3 clusters Score -4111318 nChanged 6
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Mstep: Class 2 contains 68912 members 
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	Iteration 183Q: 3 clusters Score -4111316 nChanged 4
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	Iteration 184Q: 3 clusters Score -4111317 nChanged 5
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	Iteration 185Q: 3 clusters Score -4111318 nChanged 9
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Mstep: Class 1 contains 7399 members 
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	Iteration 186Q: 3 clusters Score -4111324 nChanged 11
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	Iteration 187Q: 3 clusters Score -4111330 nChanged 19
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Mstep: Class 2 contains 68956 members 
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	Iteration 188Q: 3 clusters Score -4111332 nChanged 19
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	Iteration 189Q: 3 clusters Score -4111340 nChanged 18
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	Iteration 190Q: 3 clusters Score -4111349 nChanged 19
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	Iteration 191Q: 3 clusters Score -4111342 nChanged 20
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Mstep: Class 1 contains 7297 members 
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	Iteration 192Q: 3 clusters Score -4111346 nChanged 19
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	Iteration 193Q: 3 clusters Score -4111357 nChanged 22
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	Iteration 194Q: 3 clusters Score -4111362 nChanged 18
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Mstep: Class 1 contains 7240 members 
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	Iteration 195Q: 3 clusters Score -4111360 nChanged 17
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Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 69104 members 
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	Iteration 196Q: 3 clusters Score -4111364 nChanged 12
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Mstep: Class 1 contains 7213 members 
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	Iteration 197Q: 3 clusters Score -4111364 nChanged 12
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Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 69126 members 
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	Iteration 198Q: 3 clusters Score -4111367 nChanged 10
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	Iteration 199Q: 3 clusters Score -4111364 nChanged 10
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Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 69144 members 
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Score: -4111373.250000 Penalty: 1023.093140
	Iteration 200F: 3 clusters Score -4111373 nChanged 15
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Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 69159 members 
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	Iteration 201Q: 3 clusters Score -4111372 nChanged 15
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Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4111376 nChanged 22
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Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4111385 nChanged 23
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Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 69219 members 
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	Iteration 204Q: 3 clusters Score -4111399 nChanged 27
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Mstep: Class 1 contains 7081 members 
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	Iteration 205Q: 3 clusters Score -4111411 nChanged 32
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	Iteration 206Q: 3 clusters Score -4111417 nChanged 45
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4111425 nChanged 59
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Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 69378 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4111433 nChanged 56
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Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4111436 nChanged 55
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	Iteration 210Q: 3 clusters Score -4111455 nChanged 59
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	Iteration 211Q: 3 clusters Score -4111468 nChanged 68
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Mstep: Class 1 contains 6711 members 
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	Iteration 212Q: 3 clusters Score -4111474 nChanged 75
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	Iteration 213Q: 3 clusters Score -4111483 nChanged 79
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	Iteration 214Q: 3 clusters Score -4111498 nChanged 73
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	Iteration 215Q: 3 clusters Score -4111505 nChanged 79
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	Iteration 216Q: 3 clusters Score -4111534 nChanged 91
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Mstep: Class 1 contains 6322 members 
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	Iteration 217Q: 3 clusters Score -4111564 nChanged 106
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	Iteration 218Q: 3 clusters Score -4111593 nChanged 101
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4111624 nChanged 103
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Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4111654 nChanged 88
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Mstep: Class 1 contains 5930 members 
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	Iteration 221Q: 3 clusters Score -4111674 nChanged 91
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4111702 nChanged 82
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Mstep: Class 1 contains 5765 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4111718 nChanged 88
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Mstep: Class 1 contains 5677 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4111729 nChanged 85
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	Iteration 225Q: 3 clusters Score -4111743 nChanged 79
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Mstep: Class 1 contains 5515 members 
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	Iteration 226Q: 3 clusters Score -4111765 nChanged 68
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	Iteration 227Q: 3 clusters Score -4111778 nChanged 82
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Entering Unmasked Estep 
Score: -4111789.000000 Penalty: 1023.093140
	Iteration 228Q: 3 clusters Score -4111789 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -4111821.000000 Penalty: 1023.093140
	Iteration 229Q: 3 clusters Score -4111821 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -4111829.250000 Penalty: 1023.093140
	Iteration 230Q: 3 clusters Score -4111829 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -4111846.250000 Penalty: 1023.093140
	Iteration 231Q: 3 clusters Score -4111846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -4111874.500000 Penalty: 1023.093140
	Iteration 232Q: 3 clusters Score -4111874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 71363 members 
Entering Unmasked Estep 
Score: -4111893.750000 Penalty: 1023.093140
	Iteration 233Q: 3 clusters Score -4111894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -4111910.000000 Penalty: 1023.093140
	Iteration 234Q: 3 clusters Score -4111910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -4111919.000000 Penalty: 1023.093140
	Iteration 235Q: 3 clusters Score -4111919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -4111927.500000 Penalty: 1023.093140
	Iteration 236Q: 3 clusters Score -4111928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -4111936.000000 Penalty: 1023.093140
	Iteration 237Q: 3 clusters Score -4111936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -4111949.250000 Penalty: 1023.093140
	Iteration 238Q: 3 clusters Score -4111949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -4111956.250000 Penalty: 1023.093140
	Iteration 239Q: 3 clusters Score -4111956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -4111963.750000 Penalty: 1023.093140
	Iteration 240F: 3 clusters Score -4111964 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -4111970.000000 Penalty: 1023.093140
	Iteration 241Q: 3 clusters Score -4111970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 71721 members 
Entering Unmasked Estep 
Score: -4111968.750000 Penalty: 1023.093140
	Iteration 242Q: 3 clusters Score -4111969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -4111973.250000 Penalty: 1023.093140
	Iteration 243Q: 3 clusters Score -4111973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -4111972.500000 Penalty: 1023.093140
	Iteration 244Q: 3 clusters Score -4111972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -4111974.500000 Penalty: 1023.093140
	Iteration 245Q: 3 clusters Score -4111974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 71775 members 
Entering Unmasked Estep 
Score: -4111979.750000 Penalty: 1023.093140
	Iteration 246Q: 3 clusters Score -4111980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -4111981.500000 Penalty: 1023.093140
	Iteration 247Q: 3 clusters Score -4111982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 71801 members 
Entering Unmasked Estep 
Score: -4111981.500000 Penalty: 1023.093140
	Iteration 248Q: 3 clusters Score -4111982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -4111980.750000 Penalty: 1023.093140
	Iteration 249Q: 3 clusters Score -4111981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 71824 members 
Entering Unmasked Estep 
Score: -4111980.500000 Penalty: 1023.093140
	Iteration 250Q: 3 clusters Score -4111980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -4111980.000000 Penalty: 1023.093140
	Iteration 251Q: 3 clusters Score -4111980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -4111979.250000 Penalty: 1023.093140
	Iteration 252Q: 3 clusters Score -4111979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -4111982.250000 Penalty: 1023.093140
	Iteration 253Q: 3 clusters Score -4111982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -4111980.750000 Penalty: 1023.093140
	Iteration 254Q: 3 clusters Score -4111981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -4111980.000000 Penalty: 1023.093140
	Iteration 255Q: 3 clusters Score -4111980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -4111983.750000 Penalty: 1023.093140
	Iteration 256Q: 3 clusters Score -4111984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -4111985.500000 Penalty: 1023.093140
	Iteration 257Q: 3 clusters Score -4111986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -4111984.250000 Penalty: 1023.093140
	Iteration 258Q: 3 clusters Score -4111984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -4111986.750000 Penalty: 1023.093140
	Iteration 259Q: 3 clusters Score -4111987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -4111988.250000 Penalty: 1023.093140
	Iteration 260F: 3 clusters Score -4111988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -4111986.750000 Penalty: 1023.093140
	Iteration 261Q: 3 clusters Score -4111987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -4111986.500000 Penalty: 1023.093140
	Iteration 262Q: 3 clusters Score -4111986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -4111991.750000 Penalty: 1023.093140
	Iteration 263Q: 3 clusters Score -4111992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
Score: -4111986.500000 Penalty: 1023.093140
	Iteration 264Q: 3 clusters Score -4111986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -4111987.750000 Penalty: 1023.093140
	Iteration 265Q: 3 clusters Score -4111988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -4111989.750000 Penalty: 1023.093140
	Iteration 266Q: 3 clusters Score -4111990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -4111991.250000 Penalty: 1023.093140
	Iteration 267Q: 3 clusters Score -4111991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -4111991.250000 Penalty: 1023.093140
	Iteration 268F: 3 clusters Score -4111991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -50907.476562 Penalty: 320.024536
	Iteration 0F: 2 clusters Score -50907.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -50025.195312 Penalty: 640.049072
	Iteration 0F: 3 clusters Score -50025.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -50327.640625 Penalty: 640.049072
	Iteration 1F: 3 clusters Score -50327.64 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -50434.253906 Penalty: 640.049072
	Iteration 2F: 3 clusters Score -50434.25 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -50516.898438 Penalty: 640.049072
	Iteration 3F: 3 clusters Score -50516.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -50611.648438 Penalty: 640.049072
	Iteration 4F: 3 clusters Score -50611.65 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -50741.644531 Penalty: 640.049072
	Iteration 5F: 3 clusters Score -50741.64 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -50843.453125 Penalty: 640.049072
	Iteration 6F: 3 clusters Score -50843.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -50898.703125 Penalty: 640.049072
	Iteration 7Q: 3 clusters Score -50898.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -50943.574219 Penalty: 640.049072
	Iteration 8Q: 3 clusters Score -50943.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -50965.542969 Penalty: 640.049072
	Iteration 9Q: 3 clusters Score -50965.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -50981.644531 Penalty: 640.049072
	Iteration 10Q: 3 clusters Score -50981.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -50987.335938 Penalty: 640.049072
	Iteration 11Q: 3 clusters Score -50987.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -50994.468750 Penalty: 640.049072
	Iteration 12Q: 3 clusters Score -50994.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -50997.496094 Penalty: 640.049072
	Iteration 13Q: 3 clusters Score -50997.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -50999.628906 Penalty: 640.049072
	Iteration 14Q: 3 clusters Score -50999.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -51000.414062 Penalty: 640.049072
	Iteration 15Q: 3 clusters Score -51000.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -51001.058594 Penalty: 640.049072
	Iteration 16Q: 3 clusters Score -51001.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -51002.000000 Penalty: 640.049072
	Iteration 17Q: 3 clusters Score -51002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -51002.625000 Penalty: 640.049072
	Iteration 18Q: 3 clusters Score -51002.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -51003.042969 Penalty: 640.049072
	Iteration 19Q: 3 clusters Score -51003.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -51003.437500 Penalty: 640.049072
	Iteration 20F: 3 clusters Score -51003.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 27657 members 
Mstep: Class 3 contains 95297 members 
Mstep: Class 4 contains 62691 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 12321 members 
Mstep: Class 7 contains 80107 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 62019 members 
Mstep: Class 10 contains 32405 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 76327 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 15 contains 11311 members 
Mstep: Class 16 contains 55987 members 
Mstep: Class 17 contains 1981 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 19 contains 18054 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 22549 members 
Mstep: Class 22 contains 6499 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 16846 members 
Mstep: Class 25 contains 79825 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 176389 members 
Mstep: Class 28 contains 164509 members 
Mstep: Class 29 contains 69531 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 44690 members 
Mstep: Class 32 contains 56681 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 141651 members 
Mstep: Class 36 contains 79357 members 
Mstep: Class 37 contains 15002 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 130332 members 
Mstep: Class 40 contains 7929 members 
Mstep: Class 41 contains 19278 members 
Mstep: Class 42 contains 86297 members 
Mstep: Class 43 contains 6539 members 
Entering Unmasked Estep 
Score: -87402328.000000 Penalty: 28102.771484
Splitting cluster 13 changes total score from -87404472.000000 to -87402328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -253475.921875 Penalty: 384.765320
	Iteration 0F: 2 clusters Score -253475.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -250287.500000 Penalty: 769.530640
	Iteration 0F: 3 clusters Score -250287.5 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -251548.406250 Penalty: 769.530640
	Iteration 1F: 3 clusters Score -251548.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -251766.953125 Penalty: 769.530640
	Iteration 2F: 3 clusters Score -251767 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -252001.562500 Penalty: 769.530640
	Iteration 3F: 3 clusters Score -252001.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -252228.562500 Penalty: 769.530640
	Iteration 4F: 3 clusters Score -252228.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -252464.875000 Penalty: 769.530640
	Iteration 5F: 3 clusters Score -252464.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -252622.421875 Penalty: 769.530640
	Iteration 6Q: 3 clusters Score -252622.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -252756.125000 Penalty: 769.530640
	Iteration 7Q: 3 clusters Score -252756.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -252859.125000 Penalty: 769.530640
	Iteration 8Q: 3 clusters Score -252859.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -252922.484375 Penalty: 769.530640
	Iteration 9Q: 3 clusters Score -252922.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -252980.500000 Penalty: 769.530640
	Iteration 10Q: 3 clusters Score -252980.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -253040.000000 Penalty: 769.530640
	Iteration 11Q: 3 clusters Score -253040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -253068.218750 Penalty: 769.530640
	Iteration 12Q: 3 clusters Score -253068.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -253081.187500 Penalty: 769.530640
	Iteration 13Q: 3 clusters Score -253081.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -253088.796875 Penalty: 769.530640
	Iteration 14Q: 3 clusters Score -253088.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -253094.390625 Penalty: 769.530640
	Iteration 15Q: 3 clusters Score -253094.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -253103.234375 Penalty: 769.530640
	Iteration 16Q: 3 clusters Score -253103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -253109.421875 Penalty: 769.530640
	Iteration 17Q: 3 clusters Score -253109.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -253112.109375 Penalty: 769.530640
	Iteration 18Q: 3 clusters Score -253112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -253114.578125 Penalty: 769.530640
	Iteration 19Q: 3 clusters Score -253114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -253118.093750 Penalty: 769.530640
	Iteration 20F: 3 clusters Score -253118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -253122.140625 Penalty: 769.530640
	Iteration 21Q: 3 clusters Score -253122.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -253125.703125 Penalty: 769.530640
	Iteration 22Q: 3 clusters Score -253125.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -253131.781250 Penalty: 769.530640
	Iteration 23Q: 3 clusters Score -253131.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -253135.859375 Penalty: 769.530640
	Iteration 24Q: 3 clusters Score -253135.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -253140.859375 Penalty: 769.530640
	Iteration 25Q: 3 clusters Score -253140.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -253147.234375 Penalty: 769.530640
	Iteration 26Q: 3 clusters Score -253147.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -253152.109375 Penalty: 769.530640
	Iteration 27Q: 3 clusters Score -253152.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -253156.187500 Penalty: 769.530640
	Iteration 28Q: 3 clusters Score -253156.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -253158.984375 Penalty: 769.530640
	Iteration 29Q: 3 clusters Score -253159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -253162.046875 Penalty: 769.530640
	Iteration 30Q: 3 clusters Score -253162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -253164.812500 Penalty: 769.530640
	Iteration 31Q: 3 clusters Score -253164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -253168.421875 Penalty: 769.530640
	Iteration 32Q: 3 clusters Score -253168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -253170.015625 Penalty: 769.530640
	Iteration 33Q: 3 clusters Score -253170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -253171.406250 Penalty: 769.530640
	Iteration 34Q: 3 clusters Score -253171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -253174.484375 Penalty: 769.530640
	Iteration 35Q: 3 clusters Score -253174.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -253177.031250 Penalty: 769.530640
	Iteration 36Q: 3 clusters Score -253177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -253177.531250 Penalty: 769.530640
	Iteration 37Q: 3 clusters Score -253177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -253177.859375 Penalty: 769.530640
	Iteration 38Q: 3 clusters Score -253177.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -253177.859375 Penalty: 769.530640
	Iteration 39F: 3 clusters Score -253177.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Entering Unmasked Estep 
Score: -611225.437500 Penalty: 424.675690
	Iteration 0F: 2 clusters Score -611225.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -603661.187500 Penalty: 849.351379
	Iteration 0F: 3 clusters Score -603661.2 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -606726.750000 Penalty: 849.351379
	Iteration 1F: 3 clusters Score -606726.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -606889.125000 Penalty: 849.351379
	Iteration 2Q: 3 clusters Score -606889.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -607066.187500 Penalty: 849.351379
	Iteration 3Q: 3 clusters Score -607066.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -607350.812500 Penalty: 849.351379
	Iteration 4Q: 3 clusters Score -607350.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -607846.375000 Penalty: 849.351379
	Iteration 5F: 3 clusters Score -607846.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -608520.937500 Penalty: 849.351379
	Iteration 6F: 3 clusters Score -608520.9 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -609221.437500 Penalty: 849.351379
	Iteration 7F: 3 clusters Score -609221.4 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -609708.812500 Penalty: 849.351379
	Iteration 8F: 3 clusters Score -609708.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -609966.625000 Penalty: 849.351379
	Iteration 9Q: 3 clusters Score -609966.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -610123.125000 Penalty: 849.351379
	Iteration 10Q: 3 clusters Score -610123.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -610259.937500 Penalty: 849.351379
	Iteration 11Q: 3 clusters Score -610259.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -610389.875000 Penalty: 849.351379
	Iteration 12Q: 3 clusters Score -610389.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -610492.250000 Penalty: 849.351379
	Iteration 13Q: 3 clusters Score -610492.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -610579.187500 Penalty: 849.351379
	Iteration 14Q: 3 clusters Score -610579.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -610684.625000 Penalty: 849.351379
	Iteration 15Q: 3 clusters Score -610684.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -610788.125000 Penalty: 849.351379
	Iteration 16Q: 3 clusters Score -610788.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -610880.937500 Penalty: 849.351379
	Iteration 17Q: 3 clusters Score -610880.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -610954.812500 Penalty: 849.351379
	Iteration 18Q: 3 clusters Score -610954.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -611001.562500 Penalty: 849.351379
	Iteration 19Q: 3 clusters Score -611001.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -611035.437500 Penalty: 849.351379
	Iteration 20F: 3 clusters Score -611035.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -611059.500000 Penalty: 849.351379
	Iteration 21Q: 3 clusters Score -611059.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -611076.312500 Penalty: 849.351379
	Iteration 22Q: 3 clusters Score -611076.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -611089.625000 Penalty: 849.351379
	Iteration 23Q: 3 clusters Score -611089.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -611095.312500 Penalty: 849.351379
	Iteration 24Q: 3 clusters Score -611095.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -611099.437500 Penalty: 849.351379
	Iteration 25Q: 3 clusters Score -611099.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -611104.500000 Penalty: 849.351379
	Iteration 26Q: 3 clusters Score -611104.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -611108.062500 Penalty: 849.351379
	Iteration 27Q: 3 clusters Score -611108.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -611111.500000 Penalty: 849.351379
	Iteration 28Q: 3 clusters Score -611111.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -611115.625000 Penalty: 849.351379
	Iteration 29Q: 3 clusters Score -611115.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -611119.125000 Penalty: 849.351379
	Iteration 30Q: 3 clusters Score -611119.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -611123.500000 Penalty: 849.351379
	Iteration 31Q: 3 clusters Score -611123.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -611126.937500 Penalty: 849.351379
	Iteration 32Q: 3 clusters Score -611126.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -611133.500000 Penalty: 849.351379
	Iteration 33Q: 3 clusters Score -611133.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -611136.562500 Penalty: 849.351379
	Iteration 34Q: 3 clusters Score -611136.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -611138.812500 Penalty: 849.351379
	Iteration 35Q: 3 clusters Score -611138.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -611145.187500 Penalty: 849.351379
	Iteration 36Q: 3 clusters Score -611145.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -611146.250000 Penalty: 849.351379
	Iteration 37Q: 3 clusters Score -611146.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -611146.750000 Penalty: 849.351379
	Iteration 38Q: 3 clusters Score -611146.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -611147.250000 Penalty: 849.351379
	Iteration 39Q: 3 clusters Score -611147.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -611150.375000 Penalty: 849.351379
	Iteration 40F: 3 clusters Score -611150.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -611152.187500 Penalty: 849.351379
	Iteration 41Q: 3 clusters Score -611152.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -611154.875000 Penalty: 849.351379
	Iteration 42Q: 3 clusters Score -611154.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -611160.000000 Penalty: 849.351379
	Iteration 43Q: 3 clusters Score -611160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -611164.437500 Penalty: 849.351379
	Iteration 44Q: 3 clusters Score -611164.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -611167.437500 Penalty: 849.351379
	Iteration 45Q: 3 clusters Score -611167.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -611174.687500 Penalty: 849.351379
	Iteration 46Q: 3 clusters Score -611174.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -611177.562500 Penalty: 849.351379
	Iteration 47Q: 3 clusters Score -611177.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -611181.625000 Penalty: 849.351379
	Iteration 48Q: 3 clusters Score -611181.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -611185.937500 Penalty: 849.351379
	Iteration 49Q: 3 clusters Score -611185.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -611190.500000 Penalty: 849.351379
	Iteration 50Q: 3 clusters Score -611190.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -611195.437500 Penalty: 849.351379
	Iteration 51Q: 3 clusters Score -611195.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -611196.687500 Penalty: 849.351379
	Iteration 52Q: 3 clusters Score -611196.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -611199.875000 Penalty: 849.351379
	Iteration 53Q: 3 clusters Score -611199.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -611202.500000 Penalty: 849.351379
	Iteration 54Q: 3 clusters Score -611202.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -611205.000000 Penalty: 849.351379
	Iteration 55Q: 3 clusters Score -611205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -611207.625000 Penalty: 849.351379
	Iteration 56Q: 3 clusters Score -611207.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -611208.812500 Penalty: 849.351379
	Iteration 57Q: 3 clusters Score -611208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -611208.875000 Penalty: 849.351379
	Iteration 58Q: 3 clusters Score -611208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -611209.250000 Penalty: 849.351379
	Iteration 59Q: 3 clusters Score -611209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -611208.875000 Penalty: 849.351379
	Iteration 60F: 3 clusters Score -611208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -611209.125000 Penalty: 849.351379
	Iteration 61Q: 3 clusters Score -611209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -611209.187500 Penalty: 849.351379
	Iteration 62Q: 3 clusters Score -611209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -611209.937500 Penalty: 849.351379
	Iteration 63Q: 3 clusters Score -611209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -611209.687500 Penalty: 849.351379
	Iteration 64Q: 3 clusters Score -611209.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -611210.625000 Penalty: 849.351379
	Iteration 65Q: 3 clusters Score -611210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -611210.812500 Penalty: 849.351379
	Iteration 66Q: 3 clusters Score -611210.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -611211.187500 Penalty: 849.351379
	Iteration 67Q: 3 clusters Score -611211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -611211.687500 Penalty: 849.351379
	Iteration 68Q: 3 clusters Score -611211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -611212.312500 Penalty: 849.351379
	Iteration 69Q: 3 clusters Score -611212.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -611212.312500 Penalty: 849.351379
	Iteration 70F: 3 clusters Score -611212.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Entering Unmasked Estep 
Score: -3142349.500000 Penalty: 497.445801
	Iteration 0F: 2 clusters Score -3142350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3104606.000000 Penalty: 994.891602
	Iteration 0F: 3 clusters Score -3104606 nChanged 27170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3120616.000000 Penalty: 994.891602
	Iteration 1F: 3 clusters Score -3120616 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -3121107.500000 Penalty: 994.891602
	Iteration 2Q: 3 clusters Score -3121108 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -3121753.000000 Penalty: 994.891602
	Iteration 3Q: 3 clusters Score -3121753 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -3122845.250000 Penalty: 994.891602
	Iteration 4Q: 3 clusters Score -3122845 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -3124785.250000 Penalty: 994.891602
	Iteration 5F: 3 clusters Score -3124785 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -3127800.500000 Penalty: 994.891602
	Iteration 6F: 3 clusters Score -3127800 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -3131838.750000 Penalty: 994.891602
	Iteration 7F: 3 clusters Score -3131839 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -3135610.000000 Penalty: 994.891602
	Iteration 8F: 3 clusters Score -3135610 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -3138156.500000 Penalty: 994.891602
	Iteration 9Q: 3 clusters Score -3138156 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -3139648.750000 Penalty: 994.891602
	Iteration 10Q: 3 clusters Score -3139649 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -3140498.750000 Penalty: 994.891602
	Iteration 11Q: 3 clusters Score -3140499 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -3140994.750000 Penalty: 994.891602
	Iteration 12Q: 3 clusters Score -3140995 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -3141267.000000 Penalty: 994.891602
	Iteration 13Q: 3 clusters Score -3141267 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -3141449.000000 Penalty: 994.891602
	Iteration 14Q: 3 clusters Score -3141449 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -3141564.500000 Penalty: 994.891602
	Iteration 15Q: 3 clusters Score -3141564 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -3141653.000000 Penalty: 994.891602
	Iteration 16Q: 3 clusters Score -3141653 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -3141715.750000 Penalty: 994.891602
	Iteration 17Q: 3 clusters Score -3141716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -3141772.250000 Penalty: 994.891602
	Iteration 18Q: 3 clusters Score -3141772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -3141808.250000 Penalty: 994.891602
	Iteration 19Q: 3 clusters Score -3141808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -3141831.000000 Penalty: 994.891602
	Iteration 20F: 3 clusters Score -3141831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -3141858.000000 Penalty: 994.891602
	Iteration 21Q: 3 clusters Score -3141858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -3141869.250000 Penalty: 994.891602
	Iteration 22Q: 3 clusters Score -3141869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -3141882.500000 Penalty: 994.891602
	Iteration 23Q: 3 clusters Score -3141882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -3141892.000000 Penalty: 994.891602
	Iteration 24Q: 3 clusters Score -3141892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -3141904.500000 Penalty: 994.891602
	Iteration 25Q: 3 clusters Score -3141904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -3141919.250000 Penalty: 994.891602
	Iteration 26Q: 3 clusters Score -3141919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -3141926.750000 Penalty: 994.891602
	Iteration 27Q: 3 clusters Score -3141927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -3141937.000000 Penalty: 994.891602
	Iteration 28Q: 3 clusters Score -3141937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -3141944.250000 Penalty: 994.891602
	Iteration 29Q: 3 clusters Score -3141944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -3141947.500000 Penalty: 994.891602
	Iteration 30Q: 3 clusters Score -3141948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -3141952.250000 Penalty: 994.891602
	Iteration 31Q: 3 clusters Score -3141952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -3141953.750000 Penalty: 994.891602
	Iteration 32Q: 3 clusters Score -3141954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -3141954.500000 Penalty: 994.891602
	Iteration 33Q: 3 clusters Score -3141954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -3141952.750000 Penalty: 994.891602
	Iteration 34Q: 3 clusters Score -3141953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -3141953.250000 Penalty: 994.891602
	Iteration 35Q: 3 clusters Score -3141953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -3141953.250000 Penalty: 994.891602
	Iteration 36F: 3 clusters Score -3141953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -101006.031250 Penalty: 345.406769
	Iteration 0F: 2 clusters Score -101006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -99615.125000 Penalty: 690.813538
	Iteration 0F: 3 clusters Score -99615.12 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -100203.554688 Penalty: 690.813538
	Iteration 1F: 3 clusters Score -100203.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -100410.390625 Penalty: 690.813538
	Iteration 2F: 3 clusters Score -100410.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -100597.609375 Penalty: 690.813538
	Iteration 3F: 3 clusters Score -100597.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -100734.156250 Penalty: 690.813538
	Iteration 4F: 3 clusters Score -100734.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -100819.828125 Penalty: 690.813538
	Iteration 5F: 3 clusters Score -100819.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100858.414062 Penalty: 690.813538
	Iteration 6Q: 3 clusters Score -100858.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100887.546875 Penalty: 690.813538
	Iteration 7Q: 3 clusters Score -100887.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -100906.132812 Penalty: 690.813538
	Iteration 8Q: 3 clusters Score -100906.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100915.210938 Penalty: 690.813538
	Iteration 9Q: 3 clusters Score -100915.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100922.890625 Penalty: 690.813538
	Iteration 10Q: 3 clusters Score -100922.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -100929.578125 Penalty: 690.813538
	Iteration 11Q: 3 clusters Score -100929.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100933.414062 Penalty: 690.813538
	Iteration 12Q: 3 clusters Score -100933.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -100935.562500 Penalty: 690.813538
	Iteration 13Q: 3 clusters Score -100935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -100937.351562 Penalty: 690.813538
	Iteration 14Q: 3 clusters Score -100937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -100939.351562 Penalty: 690.813538
	Iteration 15Q: 3 clusters Score -100939.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100939.851562 Penalty: 690.813538
	Iteration 16Q: 3 clusters Score -100939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100940.460938 Penalty: 690.813538
	Iteration 17Q: 3 clusters Score -100940.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100940.695312 Penalty: 690.813538
	Iteration 18Q: 3 clusters Score -100940.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100940.695312 Penalty: 690.813538
	Iteration 19F: 3 clusters Score -100940.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -42849.058594 Penalty: 304.489807
	Iteration 0F: 2 clusters Score -42849.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -42171.179688 Penalty: 608.979614
	Iteration 0F: 3 clusters Score -42171.18 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -42369.652344 Penalty: 608.979614
	Iteration 1F: 3 clusters Score -42369.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -42410.546875 Penalty: 608.979614
	Iteration 2F: 3 clusters Score -42410.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -42438.800781 Penalty: 608.979614
	Iteration 3Q: 3 clusters Score -42438.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42470.949219 Penalty: 608.979614
	Iteration 4Q: 3 clusters Score -42470.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42507.539062 Penalty: 608.979614
	Iteration 5Q: 3 clusters Score -42507.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42536.589844 Penalty: 608.979614
	Iteration 6Q: 3 clusters Score -42536.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42553.562500 Penalty: 608.979614
	Iteration 7Q: 3 clusters Score -42553.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42566.730469 Penalty: 608.979614
	Iteration 8Q: 3 clusters Score -42566.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42579.792969 Penalty: 608.979614
	Iteration 9Q: 3 clusters Score -42579.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42590.707031 Penalty: 608.979614
	Iteration 10Q: 3 clusters Score -42590.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42601.070312 Penalty: 608.979614
	Iteration 11Q: 3 clusters Score -42601.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42609.488281 Penalty: 608.979614
	Iteration 12Q: 3 clusters Score -42609.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42617.078125 Penalty: 608.979614
	Iteration 13Q: 3 clusters Score -42617.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42624.031250 Penalty: 608.979614
	Iteration 14Q: 3 clusters Score -42624.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42630.808594 Penalty: 608.979614
	Iteration 15Q: 3 clusters Score -42630.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42635.593750 Penalty: 608.979614
	Iteration 16Q: 3 clusters Score -42635.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42638.625000 Penalty: 608.979614
	Iteration 17Q: 3 clusters Score -42638.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42643.074219 Penalty: 608.979614
	Iteration 18Q: 3 clusters Score -42643.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42644.867188 Penalty: 608.979614
	Iteration 19Q: 3 clusters Score -42644.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42646.363281 Penalty: 608.979614
	Iteration 20F: 3 clusters Score -42646.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42646.746094 Penalty: 608.979614
	Iteration 21Q: 3 clusters Score -42646.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42648.988281 Penalty: 608.979614
	Iteration 22Q: 3 clusters Score -42648.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -42650.457031 Penalty: 608.979614
	Iteration 23Q: 3 clusters Score -42650.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42652.312500 Penalty: 608.979614
	Iteration 24Q: 3 clusters Score -42652.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42652.312500 Penalty: 608.979614
	Iteration 25F: 3 clusters Score -42652.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Entering Unmasked Estep 
Score: -977409.875000 Penalty: 445.951080
	Iteration 0F: 2 clusters Score -977409.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -965327.687500 Penalty: 891.902161
	Iteration 0F: 3 clusters Score -965327.7 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -970667.750000 Penalty: 891.902161
	Iteration 1F: 3 clusters Score -970667.8 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -971502.500000 Penalty: 891.902161
	Iteration 2F: 3 clusters Score -971502.5 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -972634.750000 Penalty: 891.902161
	Iteration 3F: 3 clusters Score -972634.8 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -973903.187500 Penalty: 891.902161
	Iteration 4F: 3 clusters Score -973903.2 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -974937.812500 Penalty: 891.902161
	Iteration 5F: 3 clusters Score -974937.8 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -975593.125000 Penalty: 891.902161
	Iteration 6Q: 3 clusters Score -975593.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -975984.875000 Penalty: 891.902161
	Iteration 7Q: 3 clusters Score -975984.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -976199.250000 Penalty: 891.902161
	Iteration 8Q: 3 clusters Score -976199.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -976339.750000 Penalty: 891.902161
	Iteration 9Q: 3 clusters Score -976339.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -976439.187500 Penalty: 891.902161
	Iteration 10Q: 3 clusters Score -976439.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -976537.375000 Penalty: 891.902161
	Iteration 11Q: 3 clusters Score -976537.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -976609.125000 Penalty: 891.902161
	Iteration 12Q: 3 clusters Score -976609.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -976658.000000 Penalty: 891.902161
	Iteration 13Q: 3 clusters Score -976658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -976701.375000 Penalty: 891.902161
	Iteration 14Q: 3 clusters Score -976701.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -976736.750000 Penalty: 891.902161
	Iteration 15Q: 3 clusters Score -976736.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -976764.750000 Penalty: 891.902161
	Iteration 16Q: 3 clusters Score -976764.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -976787.312500 Penalty: 891.902161
	Iteration 17Q: 3 clusters Score -976787.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -976808.625000 Penalty: 891.902161
	Iteration 18Q: 3 clusters Score -976808.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -976827.562500 Penalty: 891.902161
	Iteration 19Q: 3 clusters Score -976827.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -976850.000000 Penalty: 891.902161
	Iteration 20F: 3 clusters Score -976850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -976863.187500 Penalty: 891.902161
	Iteration 21Q: 3 clusters Score -976863.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -976874.375000 Penalty: 891.902161
	Iteration 22Q: 3 clusters Score -976874.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -976887.000000 Penalty: 891.902161
	Iteration 23Q: 3 clusters Score -976887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -976902.125000 Penalty: 891.902161
	Iteration 24Q: 3 clusters Score -976902.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -976911.062500 Penalty: 891.902161
	Iteration 25Q: 3 clusters Score -976911.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -976920.312500 Penalty: 891.902161
	Iteration 26Q: 3 clusters Score -976920.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -976927.375000 Penalty: 891.902161
	Iteration 27Q: 3 clusters Score -976927.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -976934.875000 Penalty: 891.902161
	Iteration 28Q: 3 clusters Score -976934.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -976939.812500 Penalty: 891.902161
	Iteration 29Q: 3 clusters Score -976939.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -976942.375000 Penalty: 891.902161
	Iteration 30Q: 3 clusters Score -976942.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -976943.875000 Penalty: 891.902161
	Iteration 31Q: 3 clusters Score -976943.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -976944.687500 Penalty: 891.902161
	Iteration 32Q: 3 clusters Score -976944.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -976950.000000 Penalty: 891.902161
	Iteration 33Q: 3 clusters Score -976950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -976950.437500 Penalty: 891.902161
	Iteration 34Q: 3 clusters Score -976950.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -976951.812500 Penalty: 891.902161
	Iteration 35Q: 3 clusters Score -976951.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -976956.312500 Penalty: 891.902161
	Iteration 36Q: 3 clusters Score -976956.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -976960.875000 Penalty: 891.902161
	Iteration 37Q: 3 clusters Score -976960.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -976964.000000 Penalty: 891.902161
	Iteration 38Q: 3 clusters Score -976964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -976970.125000 Penalty: 891.902161
	Iteration 39Q: 3 clusters Score -976970.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -976973.812500 Penalty: 891.902161
	Iteration 40F: 3 clusters Score -976973.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -976979.062500 Penalty: 891.902161
	Iteration 41Q: 3 clusters Score -976979.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -976987.562500 Penalty: 891.902161
	Iteration 42Q: 3 clusters Score -976987.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -976998.750000 Penalty: 891.902161
	Iteration 43Q: 3 clusters Score -976998.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -977012.562500 Penalty: 891.902161
	Iteration 44Q: 3 clusters Score -977012.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -977025.250000 Penalty: 891.902161
	Iteration 45Q: 3 clusters Score -977025.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -977030.750000 Penalty: 891.902161
	Iteration 46Q: 3 clusters Score -977030.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -977035.312500 Penalty: 891.902161
	Iteration 47Q: 3 clusters Score -977035.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -977040.375000 Penalty: 891.902161
	Iteration 48Q: 3 clusters Score -977040.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -977043.187500 Penalty: 891.902161
	Iteration 49Q: 3 clusters Score -977043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -977047.750000 Penalty: 891.902161
	Iteration 50Q: 3 clusters Score -977047.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -977051.125000 Penalty: 891.902161
	Iteration 51Q: 3 clusters Score -977051.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -977054.125000 Penalty: 891.902161
	Iteration 52Q: 3 clusters Score -977054.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -977054.062500 Penalty: 891.902161
	Iteration 53Q: 3 clusters Score -977054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -977054.562500 Penalty: 891.902161
	Iteration 54Q: 3 clusters Score -977054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -977055.375000 Penalty: 891.902161
	Iteration 55Q: 3 clusters Score -977055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -977055.750000 Penalty: 891.902161
	Iteration 56Q: 3 clusters Score -977055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -977055.687500 Penalty: 891.902161
	Iteration 57Q: 3 clusters Score -977055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -977055.687500 Penalty: 891.902161
	Iteration 58Q: 3 clusters Score -977055.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -977058.625000 Penalty: 891.902161
	Iteration 59Q: 3 clusters Score -977058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -977059.187500 Penalty: 891.902161
	Iteration 60F: 3 clusters Score -977059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -977061.625000 Penalty: 891.902161
	Iteration 61Q: 3 clusters Score -977061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -977061.187500 Penalty: 891.902161
	Iteration 62Q: 3 clusters Score -977061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -977061.187500 Penalty: 891.902161
	Iteration 63F: 3 clusters Score -977061.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -145790.343750 Penalty: 358.799591
	Iteration 0F: 2 clusters Score -145790.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -143870.953125 Penalty: 717.599182
	Iteration 0F: 3 clusters Score -143871 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -144532.906250 Penalty: 717.599182
	Iteration 1F: 3 clusters Score -144532.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -144631.828125 Penalty: 717.599182
	Iteration 2F: 3 clusters Score -144631.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -144757.328125 Penalty: 717.599182
	Iteration 3F: 3 clusters Score -144757.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -144895.343750 Penalty: 717.599182
	Iteration 4F: 3 clusters Score -144895.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -145010.640625 Penalty: 717.599182
	Iteration 5F: 3 clusters Score -145010.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -145081.593750 Penalty: 717.599182
	Iteration 6Q: 3 clusters Score -145081.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -145118.828125 Penalty: 717.599182
	Iteration 7Q: 3 clusters Score -145118.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -145158.734375 Penalty: 717.599182
	Iteration 8Q: 3 clusters Score -145158.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -145189.328125 Penalty: 717.599182
	Iteration 9Q: 3 clusters Score -145189.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -145218.515625 Penalty: 717.599182
	Iteration 10Q: 3 clusters Score -145218.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -145244.921875 Penalty: 717.599182
	Iteration 11Q: 3 clusters Score -145244.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -145271.031250 Penalty: 717.599182
	Iteration 12Q: 3 clusters Score -145271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -145292.218750 Penalty: 717.599182
	Iteration 13Q: 3 clusters Score -145292.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -145310.765625 Penalty: 717.599182
	Iteration 14Q: 3 clusters Score -145310.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -145321.015625 Penalty: 717.599182
	Iteration 15Q: 3 clusters Score -145321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -145331.750000 Penalty: 717.599182
	Iteration 16Q: 3 clusters Score -145331.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -145339.562500 Penalty: 717.599182
	Iteration 17Q: 3 clusters Score -145339.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -145349.484375 Penalty: 717.599182
	Iteration 18Q: 3 clusters Score -145349.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -145357.921875 Penalty: 717.599182
	Iteration 19Q: 3 clusters Score -145357.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -145362.656250 Penalty: 717.599182
	Iteration 20F: 3 clusters Score -145362.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -145368.218750 Penalty: 717.599182
	Iteration 21Q: 3 clusters Score -145368.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -145376.406250 Penalty: 717.599182
	Iteration 22Q: 3 clusters Score -145376.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -145386.234375 Penalty: 717.599182
	Iteration 23Q: 3 clusters Score -145386.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -145393.328125 Penalty: 717.599182
	Iteration 24Q: 3 clusters Score -145393.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -145401.093750 Penalty: 717.599182
	Iteration 25Q: 3 clusters Score -145401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -145405.343750 Penalty: 717.599182
	Iteration 26Q: 3 clusters Score -145405.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -145410.625000 Penalty: 717.599182
	Iteration 27Q: 3 clusters Score -145410.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -145416.015625 Penalty: 717.599182
	Iteration 28Q: 3 clusters Score -145416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -145418.250000 Penalty: 717.599182
	Iteration 29Q: 3 clusters Score -145418.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -145420.109375 Penalty: 717.599182
	Iteration 30Q: 3 clusters Score -145420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -145421.328125 Penalty: 717.599182
	Iteration 31Q: 3 clusters Score -145421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -145422.984375 Penalty: 717.599182
	Iteration 32Q: 3 clusters Score -145423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -145423.593750 Penalty: 717.599182
	Iteration 33Q: 3 clusters Score -145423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -145423.593750 Penalty: 717.599182
	Iteration 34F: 3 clusters Score -145423.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Entering Unmasked Estep 
Score: -1229816.500000 Penalty: 456.066803
	Iteration 0F: 2 clusters Score -1229816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1214745.125000 Penalty: 912.133606
	Iteration 0F: 3 clusters Score -1214745 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1221400.625000 Penalty: 912.133606
	Iteration 1F: 3 clusters Score -1221401 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1221993.375000 Penalty: 912.133606
	Iteration 2F: 3 clusters Score -1221993 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1222766.625000 Penalty: 912.133606
	Iteration 3F: 3 clusters Score -1222767 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1223734.250000 Penalty: 912.133606
	Iteration 4F: 3 clusters Score -1223734 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -1224886.375000 Penalty: 912.133606
	Iteration 5F: 3 clusters Score -1224886 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1225982.375000 Penalty: 912.133606
	Iteration 6F: 3 clusters Score -1225982 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1226798.000000 Penalty: 912.133606
	Iteration 7Q: 3 clusters Score -1226798 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -1227300.500000 Penalty: 912.133606
	Iteration 8Q: 3 clusters Score -1227300 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1227656.375000 Penalty: 912.133606
	Iteration 9Q: 3 clusters Score -1227656 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1227928.500000 Penalty: 912.133606
	Iteration 10Q: 3 clusters Score -1227928 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1228167.875000 Penalty: 912.133606
	Iteration 11Q: 3 clusters Score -1228168 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -1228349.125000 Penalty: 912.133606
	Iteration 12Q: 3 clusters Score -1228349 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -1228517.000000 Penalty: 912.133606
	Iteration 13Q: 3 clusters Score -1228517 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -1228663.750000 Penalty: 912.133606
	Iteration 14Q: 3 clusters Score -1228664 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -1228799.750000 Penalty: 912.133606
	Iteration 15Q: 3 clusters Score -1228800 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -1228927.000000 Penalty: 912.133606
	Iteration 16Q: 3 clusters Score -1228927 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -1229053.500000 Penalty: 912.133606
	Iteration 17Q: 3 clusters Score -1229054 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -1229150.250000 Penalty: 912.133606
	Iteration 18Q: 3 clusters Score -1229150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -1229222.125000 Penalty: 912.133606
	Iteration 19Q: 3 clusters Score -1229222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -1229274.000000 Penalty: 912.133606
	Iteration 20F: 3 clusters Score -1229274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -1229321.375000 Penalty: 912.133606
	Iteration 21Q: 3 clusters Score -1229321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -1229367.875000 Penalty: 912.133606
	Iteration 22Q: 3 clusters Score -1229368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -1229396.250000 Penalty: 912.133606
	Iteration 23Q: 3 clusters Score -1229396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -1229422.875000 Penalty: 912.133606
	Iteration 24Q: 3 clusters Score -1229423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -1229437.875000 Penalty: 912.133606
	Iteration 25Q: 3 clusters Score -1229438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -1229450.375000 Penalty: 912.133606
	Iteration 26Q: 3 clusters Score -1229450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -1229459.500000 Penalty: 912.133606
	Iteration 27Q: 3 clusters Score -1229460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -1229467.875000 Penalty: 912.133606
	Iteration 28Q: 3 clusters Score -1229468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -1229476.500000 Penalty: 912.133606
	Iteration 29Q: 3 clusters Score -1229476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -1229478.750000 Penalty: 912.133606
	Iteration 30Q: 3 clusters Score -1229479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1229481.875000 Penalty: 912.133606
	Iteration 31Q: 3 clusters Score -1229482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -1229482.250000 Penalty: 912.133606
	Iteration 32Q: 3 clusters Score -1229482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -1229482.500000 Penalty: 912.133606
	Iteration 33Q: 3 clusters Score -1229482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -1229484.750000 Penalty: 912.133606
	Iteration 34Q: 3 clusters Score -1229485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -1229484.750000 Penalty: 912.133606
	Iteration 35F: 3 clusters Score -1229485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Entering Unmasked Estep 
Score: -327293.500000 Penalty: 399.462860
	Iteration 0F: 2 clusters Score -327293.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -322972.875000 Penalty: 798.925720
	Iteration 0F: 3 clusters Score -322972.9 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -325127.500000 Penalty: 798.925720
	Iteration 1F: 3 clusters Score -325127.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -325731.750000 Penalty: 798.925720
	Iteration 2F: 3 clusters Score -325731.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -326263.562500 Penalty: 798.925720
	Iteration 3F: 3 clusters Score -326263.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -326562.531250 Penalty: 798.925720
	Iteration 4F: 3 clusters Score -326562.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -326693.343750 Penalty: 798.925720
	Iteration 5Q: 3 clusters Score -326693.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -326745.656250 Penalty: 798.925720
	Iteration 6Q: 3 clusters Score -326745.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -326771.562500 Penalty: 798.925720
	Iteration 7Q: 3 clusters Score -326771.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -326792.156250 Penalty: 798.925720
	Iteration 8Q: 3 clusters Score -326792.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -326807.750000 Penalty: 798.925720
	Iteration 9Q: 3 clusters Score -326807.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -326821.031250 Penalty: 798.925720
	Iteration 10Q: 3 clusters Score -326821 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -326830.250000 Penalty: 798.925720
	Iteration 11Q: 3 clusters Score -326830.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -326838.687500 Penalty: 798.925720
	Iteration 12Q: 3 clusters Score -326838.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -326845.968750 Penalty: 798.925720
	Iteration 13Q: 3 clusters Score -326846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -326851.687500 Penalty: 798.925720
	Iteration 14Q: 3 clusters Score -326851.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -326857.781250 Penalty: 798.925720
	Iteration 15Q: 3 clusters Score -326857.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -326863.437500 Penalty: 798.925720
	Iteration 16Q: 3 clusters Score -326863.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -326869.593750 Penalty: 798.925720
	Iteration 17Q: 3 clusters Score -326869.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -326873.406250 Penalty: 798.925720
	Iteration 18Q: 3 clusters Score -326873.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -326881.093750 Penalty: 798.925720
	Iteration 19Q: 3 clusters Score -326881.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -326891.968750 Penalty: 798.925720
	Iteration 20F: 3 clusters Score -326892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -326901.281250 Penalty: 798.925720
	Iteration 21Q: 3 clusters Score -326901.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -326911.156250 Penalty: 798.925720
	Iteration 22Q: 3 clusters Score -326911.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -326918.156250 Penalty: 798.925720
	Iteration 23Q: 3 clusters Score -326918.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -326924.281250 Penalty: 798.925720
	Iteration 24Q: 3 clusters Score -326924.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -326928.375000 Penalty: 798.925720
	Iteration 25Q: 3 clusters Score -326928.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -326933.531250 Penalty: 798.925720
	Iteration 26Q: 3 clusters Score -326933.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -326940.218750 Penalty: 798.925720
	Iteration 27Q: 3 clusters Score -326940.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -326953.156250 Penalty: 798.925720
	Iteration 28Q: 3 clusters Score -326953.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -326969.843750 Penalty: 798.925720
	Iteration 29Q: 3 clusters Score -326969.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -326996.218750 Penalty: 798.925720
	Iteration 30Q: 3 clusters Score -326996.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -327024.375000 Penalty: 798.925720
	Iteration 31Q: 3 clusters Score -327024.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -327062.375000 Penalty: 798.925720
	Iteration 32Q: 3 clusters Score -327062.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -327100.093750 Penalty: 798.925720
	Iteration 33Q: 3 clusters Score -327100.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -327126.468750 Penalty: 798.925720
	Iteration 34Q: 3 clusters Score -327126.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -327146.750000 Penalty: 798.925720
	Iteration 35Q: 3 clusters Score -327146.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -327169.468750 Penalty: 798.925720
	Iteration 36Q: 3 clusters Score -327169.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -327180.375000 Penalty: 798.925720
	Iteration 37Q: 3 clusters Score -327180.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -327186.875000 Penalty: 798.925720
	Iteration 38Q: 3 clusters Score -327186.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -327189.562500 Penalty: 798.925720
	Iteration 39Q: 3 clusters Score -327189.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -327192.468750 Penalty: 798.925720
	Iteration 40F: 3 clusters Score -327192.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -327194.937500 Penalty: 798.925720
	Iteration 41Q: 3 clusters Score -327194.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -327197.500000 Penalty: 798.925720
	Iteration 42Q: 3 clusters Score -327197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -327197.375000 Penalty: 798.925720
	Iteration 43Q: 3 clusters Score -327197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -327197.687500 Penalty: 798.925720
	Iteration 44Q: 3 clusters Score -327197.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -327199.968750 Penalty: 798.925720
	Iteration 45Q: 3 clusters Score -327200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -327201.031250 Penalty: 798.925720
	Iteration 46Q: 3 clusters Score -327201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -327202.031250 Penalty: 798.925720
	Iteration 47Q: 3 clusters Score -327202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -327204.375000 Penalty: 798.925720
	Iteration 48Q: 3 clusters Score -327204.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -327207.000000 Penalty: 798.925720
	Iteration 49Q: 3 clusters Score -327207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -327210.937500 Penalty: 798.925720
	Iteration 50Q: 3 clusters Score -327210.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -327213.437500 Penalty: 798.925720
	Iteration 51Q: 3 clusters Score -327213.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -327215.750000 Penalty: 798.925720
	Iteration 52Q: 3 clusters Score -327215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -327217.625000 Penalty: 798.925720
	Iteration 53Q: 3 clusters Score -327217.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -327219.843750 Penalty: 798.925720
	Iteration 54Q: 3 clusters Score -327219.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -327220.531250 Penalty: 798.925720
	Iteration 55Q: 3 clusters Score -327220.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -327221.406250 Penalty: 798.925720
	Iteration 56Q: 3 clusters Score -327221.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -327223.375000 Penalty: 798.925720
	Iteration 57Q: 3 clusters Score -327223.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -327224.718750 Penalty: 798.925720
	Iteration 58Q: 3 clusters Score -327224.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -327225.375000 Penalty: 798.925720
	Iteration 59Q: 3 clusters Score -327225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -327226.125000 Penalty: 798.925720
	Iteration 60F: 3 clusters Score -327226.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -327228.187500 Penalty: 798.925720
	Iteration 61Q: 3 clusters Score -327228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -327228.906250 Penalty: 798.925720
	Iteration 62Q: 3 clusters Score -327228.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -327230.843750 Penalty: 798.925720
	Iteration 63Q: 3 clusters Score -327230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -327231.468750 Penalty: 798.925720
	Iteration 64Q: 3 clusters Score -327231.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -327233.031250 Penalty: 798.925720
	Iteration 65Q: 3 clusters Score -327233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -327233.843750 Penalty: 798.925720
	Iteration 66Q: 3 clusters Score -327233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -327233.718750 Penalty: 798.925720
	Iteration 67Q: 3 clusters Score -327233.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -327234.531250 Penalty: 798.925720
	Iteration 68Q: 3 clusters Score -327234.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -327236.500000 Penalty: 798.925720
	Iteration 69Q: 3 clusters Score -327236.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -327237.968750 Penalty: 798.925720
	Iteration 70Q: 3 clusters Score -327238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -327237.750000 Penalty: 798.925720
	Iteration 71Q: 3 clusters Score -327237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -327237.468750 Penalty: 798.925720
	Iteration 72Q: 3 clusters Score -327237.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -327237.875000 Penalty: 798.925720
	Iteration 73Q: 3 clusters Score -327237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -327237.125000 Penalty: 798.925720
	Iteration 74Q: 3 clusters Score -327237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -327238.343750 Penalty: 798.925720
	Iteration 75Q: 3 clusters Score -327238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -327238.562500 Penalty: 798.925720
	Iteration 76Q: 3 clusters Score -327238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -327238.718750 Penalty: 798.925720
	Iteration 77Q: 3 clusters Score -327238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -327238.625000 Penalty: 798.925720
	Iteration 78Q: 3 clusters Score -327238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -327239.156250 Penalty: 798.925720
	Iteration 79Q: 3 clusters Score -327239.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -327239.156250 Penalty: 798.925720
	Iteration 80F: 3 clusters Score -327239.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -102367.906250 Penalty: 343.817474
	Iteration 0F: 2 clusters Score -102367.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -101003.578125 Penalty: 687.634949
	Iteration 0F: 3 clusters Score -101003.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -101452.664062 Penalty: 687.634949
	Iteration 1F: 3 clusters Score -101452.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -101495.632812 Penalty: 687.634949
	Iteration 2F: 3 clusters Score -101495.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -101524.617188 Penalty: 687.634949
	Iteration 3Q: 3 clusters Score -101524.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -101552.140625 Penalty: 687.634949
	Iteration 4Q: 3 clusters Score -101552.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -101590.476562 Penalty: 687.634949
	Iteration 5Q: 3 clusters Score -101590.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -101623.695312 Penalty: 687.634949
	Iteration 6Q: 3 clusters Score -101623.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -101670.500000 Penalty: 687.634949
	Iteration 7Q: 3 clusters Score -101670.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -101724.523438 Penalty: 687.634949
	Iteration 8Q: 3 clusters Score -101724.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -101766.468750 Penalty: 687.634949
	Iteration 9Q: 3 clusters Score -101766.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -101802.375000 Penalty: 687.634949
	Iteration 10Q: 3 clusters Score -101802.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -101832.164062 Penalty: 687.634949
	Iteration 11Q: 3 clusters Score -101832.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -101855.210938 Penalty: 687.634949
	Iteration 12Q: 3 clusters Score -101855.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -101872.109375 Penalty: 687.634949
	Iteration 13Q: 3 clusters Score -101872.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101884.125000 Penalty: 687.634949
	Iteration 14Q: 3 clusters Score -101884.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101893.945312 Penalty: 687.634949
	Iteration 15Q: 3 clusters Score -101893.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101905.851562 Penalty: 687.634949
	Iteration 16Q: 3 clusters Score -101905.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101919.843750 Penalty: 687.634949
	Iteration 17Q: 3 clusters Score -101919.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101928.132812 Penalty: 687.634949
	Iteration 18Q: 3 clusters Score -101928.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101937.507812 Penalty: 687.634949
	Iteration 19Q: 3 clusters Score -101937.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101947.390625 Penalty: 687.634949
	Iteration 20F: 3 clusters Score -101947.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101952.679688 Penalty: 687.634949
	Iteration 21Q: 3 clusters Score -101952.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101960.843750 Penalty: 687.634949
	Iteration 22Q: 3 clusters Score -101960.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101971.539062 Penalty: 687.634949
	Iteration 23Q: 3 clusters Score -101971.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -101979.101562 Penalty: 687.634949
	Iteration 24Q: 3 clusters Score -101979.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101985.039062 Penalty: 687.634949
	Iteration 25Q: 3 clusters Score -101985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -101989.593750 Penalty: 687.634949
	Iteration 26Q: 3 clusters Score -101989.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -101992.054688 Penalty: 687.634949
	Iteration 27Q: 3 clusters Score -101992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101995.531250 Penalty: 687.634949
	Iteration 28Q: 3 clusters Score -101995.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -101998.250000 Penalty: 687.634949
	Iteration 29Q: 3 clusters Score -101998.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -102001.093750 Penalty: 687.634949
	Iteration 30Q: 3 clusters Score -102001.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -102004.734375 Penalty: 687.634949
	Iteration 31Q: 3 clusters Score -102004.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -102006.375000 Penalty: 687.634949
	Iteration 32Q: 3 clusters Score -102006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -102008.085938 Penalty: 687.634949
	Iteration 33Q: 3 clusters Score -102008.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -102011.226562 Penalty: 687.634949
	Iteration 34Q: 3 clusters Score -102011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -102011.632812 Penalty: 687.634949
	Iteration 35Q: 3 clusters Score -102011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -102012.875000 Penalty: 687.634949
	Iteration 36Q: 3 clusters Score -102012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -102015.906250 Penalty: 687.634949
	Iteration 37Q: 3 clusters Score -102015.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -102018.523438 Penalty: 687.634949
	Iteration 38Q: 3 clusters Score -102018.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -102021.007812 Penalty: 687.634949
	Iteration 39Q: 3 clusters Score -102021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -102023.023438 Penalty: 687.634949
	Iteration 40F: 3 clusters Score -102023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -102029.148438 Penalty: 687.634949
	Iteration 41Q: 3 clusters Score -102029.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -102032.218750 Penalty: 687.634949
	Iteration 42Q: 3 clusters Score -102032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -102032.710938 Penalty: 687.634949
	Iteration 43Q: 3 clusters Score -102032.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -102032.710938 Penalty: 687.634949
	Iteration 44F: 3 clusters Score -102032.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Entering Unmasked Estep 
Score: -917226.937500 Penalty: 442.800018
	Iteration 0F: 2 clusters Score -917226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -906027.250000 Penalty: 885.600037
	Iteration 0F: 3 clusters Score -906027.2 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -911175.250000 Penalty: 885.600037
	Iteration 1F: 3 clusters Score -911175.2 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -911914.812500 Penalty: 885.600037
	Iteration 2F: 3 clusters Score -911914.8 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -912793.625000 Penalty: 885.600037
	Iteration 3F: 3 clusters Score -912793.6 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -913829.750000 Penalty: 885.600037
	Iteration 4F: 3 clusters Score -913829.8 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -914713.750000 Penalty: 885.600037
	Iteration 5F: 3 clusters Score -914713.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -915381.500000 Penalty: 885.600037
	Iteration 6Q: 3 clusters Score -915381.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -915839.187500 Penalty: 885.600037
	Iteration 7Q: 3 clusters Score -915839.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -916100.562500 Penalty: 885.600037
	Iteration 8Q: 3 clusters Score -916100.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -916290.812500 Penalty: 885.600037
	Iteration 9Q: 3 clusters Score -916290.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -916424.125000 Penalty: 885.600037
	Iteration 10Q: 3 clusters Score -916424.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -916521.750000 Penalty: 885.600037
	Iteration 11Q: 3 clusters Score -916521.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -916579.937500 Penalty: 885.600037
	Iteration 12Q: 3 clusters Score -916579.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -916630.875000 Penalty: 885.600037
	Iteration 13Q: 3 clusters Score -916630.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -916669.125000 Penalty: 885.600037
	Iteration 14Q: 3 clusters Score -916669.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -916712.875000 Penalty: 885.600037
	Iteration 15Q: 3 clusters Score -916712.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -916748.875000 Penalty: 885.600037
	Iteration 16Q: 3 clusters Score -916748.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -916774.437500 Penalty: 885.600037
	Iteration 17Q: 3 clusters Score -916774.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -916791.000000 Penalty: 885.600037
	Iteration 18Q: 3 clusters Score -916791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -916803.062500 Penalty: 885.600037
	Iteration 19Q: 3 clusters Score -916803.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -916812.062500 Penalty: 885.600037
	Iteration 20F: 3 clusters Score -916812.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -916818.937500 Penalty: 885.600037
	Iteration 21Q: 3 clusters Score -916818.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -916824.437500 Penalty: 885.600037
	Iteration 22Q: 3 clusters Score -916824.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -916830.750000 Penalty: 885.600037
	Iteration 23Q: 3 clusters Score -916830.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -916836.562500 Penalty: 885.600037
	Iteration 24Q: 3 clusters Score -916836.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -916845.687500 Penalty: 885.600037
	Iteration 25Q: 3 clusters Score -916845.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -916855.500000 Penalty: 885.600037
	Iteration 26Q: 3 clusters Score -916855.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -916864.062500 Penalty: 885.600037
	Iteration 27Q: 3 clusters Score -916864.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -916870.812500 Penalty: 885.600037
	Iteration 28Q: 3 clusters Score -916870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -916875.625000 Penalty: 885.600037
	Iteration 29Q: 3 clusters Score -916875.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -916877.000000 Penalty: 885.600037
	Iteration 30Q: 3 clusters Score -916877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -916878.250000 Penalty: 885.600037
	Iteration 31Q: 3 clusters Score -916878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -916879.875000 Penalty: 885.600037
	Iteration 32Q: 3 clusters Score -916879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -916881.500000 Penalty: 885.600037
	Iteration 33Q: 3 clusters Score -916881.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -916883.500000 Penalty: 885.600037
	Iteration 34Q: 3 clusters Score -916883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -916886.812500 Penalty: 885.600037
	Iteration 35Q: 3 clusters Score -916886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -916889.625000 Penalty: 885.600037
	Iteration 36Q: 3 clusters Score -916889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -916890.312500 Penalty: 885.600037
	Iteration 37Q: 3 clusters Score -916890.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -916893.812500 Penalty: 885.600037
	Iteration 38Q: 3 clusters Score -916893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -916896.625000 Penalty: 885.600037
	Iteration 39Q: 3 clusters Score -916896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -916898.000000 Penalty: 885.600037
	Iteration 40F: 3 clusters Score -916898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -916899.187500 Penalty: 885.600037
	Iteration 41Q: 3 clusters Score -916899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -916899.687500 Penalty: 885.600037
	Iteration 42Q: 3 clusters Score -916899.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -916899.687500 Penalty: 885.600037
	Iteration 43F: 3 clusters Score -916899.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (79825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79825 members 
Entering Unmasked Estep 
Score: -4424398.500000 Penalty: 513.585449
	Iteration 0F: 2 clusters Score -4424398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -4370695.500000 Penalty: 1027.170898
	Iteration 0F: 3 clusters Score -4370696 nChanged 39017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -4394733.000000 Penalty: 1027.170898
	Iteration 1F: 3 clusters Score -4394733 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -4396193.500000 Penalty: 1027.170898
	Iteration 2Q: 3 clusters Score -4396194 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -4398904.000000 Penalty: 1027.170898
	Iteration 3F: 3 clusters Score -4398904 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -4403483.500000 Penalty: 1027.170898
	Iteration 4F: 3 clusters Score -4403484 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -4409798.500000 Penalty: 1027.170898
	Iteration 5F: 3 clusters Score -4409798 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -4414667.000000 Penalty: 1027.170898
	Iteration 6F: 3 clusters Score -4414667 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -4416997.000000 Penalty: 1027.170898
	Iteration 7Q: 3 clusters Score -4416997 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -4418497.000000 Penalty: 1027.170898
	Iteration 8Q: 3 clusters Score -4418497 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -4419663.500000 Penalty: 1027.170898
	Iteration 9Q: 3 clusters Score -4419664 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -4420518.000000 Penalty: 1027.170898
	Iteration 10Q: 3 clusters Score -4420518 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -4421016.000000 Penalty: 1027.170898
	Iteration 11Q: 3 clusters Score -4421016 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -4421314.000000 Penalty: 1027.170898
	Iteration 12Q: 3 clusters Score -4421314 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -4421544.500000 Penalty: 1027.170898
	Iteration 13Q: 3 clusters Score -4421544 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -4421639.500000 Penalty: 1027.170898
	Iteration 14Q: 3 clusters Score -4421640 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -4421664.500000 Penalty: 1027.170898
	Iteration 15Q: 3 clusters Score -4421664 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -4421689.500000 Penalty: 1027.170898
	Iteration 16Q: 3 clusters Score -4421690 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -4421691.000000 Penalty: 1027.170898
	Iteration 17Q: 3 clusters Score -4421691 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -4421714.000000 Penalty: 1027.170898
	Iteration 18Q: 3 clusters Score -4421714 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -4421726.000000 Penalty: 1027.170898
	Iteration 19Q: 3 clusters Score -4421726 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -4421721.500000 Penalty: 1027.170898
	Iteration 20F: 3 clusters Score -4421722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -4421727.000000 Penalty: 1027.170898
	Iteration 21Q: 3 clusters Score -4421727 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -4421730.000000 Penalty: 1027.170898
	Iteration 22Q: 3 clusters Score -4421730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -4421742.000000 Penalty: 1027.170898
	Iteration 23Q: 3 clusters Score -4421742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -4421735.000000 Penalty: 1027.170898
	Iteration 24Q: 3 clusters Score -4421735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -4421750.500000 Penalty: 1027.170898
	Iteration 25Q: 3 clusters Score -4421750 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -4421750.000000 Penalty: 1027.170898
	Iteration 26Q: 3 clusters Score -4421750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -4421749.500000 Penalty: 1027.170898
	Iteration 27Q: 3 clusters Score -4421750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -4421741.500000 Penalty: 1027.170898
	Iteration 28Q: 3 clusters Score -4421742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -4421744.500000 Penalty: 1027.170898
	Iteration 29Q: 3 clusters Score -4421744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -4421737.500000 Penalty: 1027.170898
	Iteration 30Q: 3 clusters Score -4421738 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -4421740.000000 Penalty: 1027.170898
	Iteration 31Q: 3 clusters Score -4421740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -4421748.500000 Penalty: 1027.170898
	Iteration 32Q: 3 clusters Score -4421748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -4421743.000000 Penalty: 1027.170898
	Iteration 33Q: 3 clusters Score -4421743 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -4421735.500000 Penalty: 1027.170898
	Iteration 34Q: 3 clusters Score -4421736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -4421742.000000 Penalty: 1027.170898
	Iteration 35Q: 3 clusters Score -4421742 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -4421748.500000 Penalty: 1027.170898
	Iteration 36Q: 3 clusters Score -4421748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -4421759.500000 Penalty: 1027.170898
	Iteration 37Q: 3 clusters Score -4421760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -4421760.000000 Penalty: 1027.170898
	Iteration 38Q: 3 clusters Score -4421760 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -4421746.000000 Penalty: 1027.170898
	Iteration 39Q: 3 clusters Score -4421746 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -4421748.000000 Penalty: 1027.170898
	Iteration 40F: 3 clusters Score -4421748 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -4421739.500000 Penalty: 1027.170898
	Iteration 41Q: 3 clusters Score -4421740 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -4421736.500000 Penalty: 1027.170898
	Iteration 42Q: 3 clusters Score -4421736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -4421734.500000 Penalty: 1027.170898
	Iteration 43Q: 3 clusters Score -4421734 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -4421738.500000 Penalty: 1027.170898
	Iteration 44Q: 3 clusters Score -4421738 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -4421750.500000 Penalty: 1027.170898
	Iteration 45Q: 3 clusters Score -4421750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -4421759.500000 Penalty: 1027.170898
	Iteration 46Q: 3 clusters Score -4421760 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -4421761.000000 Penalty: 1027.170898
	Iteration 47Q: 3 clusters Score -4421761 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -4421781.000000 Penalty: 1027.170898
	Iteration 48Q: 3 clusters Score -4421781 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -4421782.500000 Penalty: 1027.170898
	Iteration 49Q: 3 clusters Score -4421782 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -4421773.500000 Penalty: 1027.170898
	Iteration 50Q: 3 clusters Score -4421774 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -4421787.500000 Penalty: 1027.170898
	Iteration 51Q: 3 clusters Score -4421788 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -4421792.500000 Penalty: 1027.170898
	Iteration 52Q: 3 clusters Score -4421792 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -4421790.500000 Penalty: 1027.170898
	Iteration 53Q: 3 clusters Score -4421790 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -4421792.000000 Penalty: 1027.170898
	Iteration 54Q: 3 clusters Score -4421792 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -4421797.500000 Penalty: 1027.170898
	Iteration 55Q: 3 clusters Score -4421798 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -4421805.500000 Penalty: 1027.170898
	Iteration 56Q: 3 clusters Score -4421806 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -4421818.500000 Penalty: 1027.170898
	Iteration 57Q: 3 clusters Score -4421818 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -4421810.000000 Penalty: 1027.170898
	Iteration 58Q: 3 clusters Score -4421810 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -4421813.000000 Penalty: 1027.170898
	Iteration 59Q: 3 clusters Score -4421813 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -4421818.000000 Penalty: 1027.170898
	Iteration 60F: 3 clusters Score -4421818 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -4421813.000000 Penalty: 1027.170898
	Iteration 61Q: 3 clusters Score -4421813 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -4421822.000000 Penalty: 1027.170898
	Iteration 62Q: 3 clusters Score -4421822 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -4421817.000000 Penalty: 1027.170898
	Iteration 63Q: 3 clusters Score -4421817 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -4421827.000000 Penalty: 1027.170898
	Iteration 64Q: 3 clusters Score -4421827 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -4421840.000000 Penalty: 1027.170898
	Iteration 65Q: 3 clusters Score -4421840 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -4421848.000000 Penalty: 1027.170898
	Iteration 66Q: 3 clusters Score -4421848 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -4421869.500000 Penalty: 1027.170898
	Iteration 67Q: 3 clusters Score -4421870 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -4421855.000000 Penalty: 1027.170898
	Iteration 68Q: 3 clusters Score -4421855 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -4421852.000000 Penalty: 1027.170898
	Iteration 69Q: 3 clusters Score -4421852 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -4421856.500000 Penalty: 1027.170898
	Iteration 70Q: 3 clusters Score -4421856 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -4421863.000000 Penalty: 1027.170898
	Iteration 71Q: 3 clusters Score -4421863 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -4421871.000000 Penalty: 1027.170898
	Iteration 72Q: 3 clusters Score -4421871 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -4421891.500000 Penalty: 1027.170898
	Iteration 73Q: 3 clusters Score -4421892 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -4421907.000000 Penalty: 1027.170898
	Iteration 74Q: 3 clusters Score -4421907 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -4421896.500000 Penalty: 1027.170898
	Iteration 75Q: 3 clusters Score -4421896 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -4421899.000000 Penalty: 1027.170898
	Iteration 76Q: 3 clusters Score -4421899 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -4421914.000000 Penalty: 1027.170898
	Iteration 77Q: 3 clusters Score -4421914 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -4421936.000000 Penalty: 1027.170898
	Iteration 78Q: 3 clusters Score -4421936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4421935.000000 Penalty: 1027.170898
	Iteration 79Q: 3 clusters Score -4421935 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -4421945.000000 Penalty: 1027.170898
	Iteration 80F: 3 clusters Score -4421945 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -4421953.500000 Penalty: 1027.170898
	Iteration 81Q: 3 clusters Score -4421954 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -4421967.000000 Penalty: 1027.170898
	Iteration 82Q: 3 clusters Score -4421967 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -4421969.500000 Penalty: 1027.170898
	Iteration 83Q: 3 clusters Score -4421970 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -4421962.000000 Penalty: 1027.170898
	Iteration 84Q: 3 clusters Score -4421962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -4421981.000000 Penalty: 1027.170898
	Iteration 85Q: 3 clusters Score -4421981 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -4421979.000000 Penalty: 1027.170898
	Iteration 86Q: 3 clusters Score -4421979 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -4421977.500000 Penalty: 1027.170898
	Iteration 87Q: 3 clusters Score -4421978 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -4421982.500000 Penalty: 1027.170898
	Iteration 88Q: 3 clusters Score -4421982 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -4421994.000000 Penalty: 1027.170898
	Iteration 89Q: 3 clusters Score -4421994 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -4422012.500000 Penalty: 1027.170898
	Iteration 90Q: 3 clusters Score -4422012 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -4422024.500000 Penalty: 1027.170898
	Iteration 91Q: 3 clusters Score -4422024 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -4422024.500000 Penalty: 1027.170898
	Iteration 92Q: 3 clusters Score -4422024 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -4422051.000000 Penalty: 1027.170898
	Iteration 93Q: 3 clusters Score -4422051 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -4422080.000000 Penalty: 1027.170898
	Iteration 94Q: 3 clusters Score -4422080 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -4422076.000000 Penalty: 1027.170898
	Iteration 95Q: 3 clusters Score -4422076 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4422092.500000 Penalty: 1027.170898
	Iteration 96Q: 3 clusters Score -4422092 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -4422091.500000 Penalty: 1027.170898
	Iteration 97Q: 3 clusters Score -4422092 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -4422115.000000 Penalty: 1027.170898
	Iteration 98Q: 3 clusters Score -4422115 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -4422133.000000 Penalty: 1027.170898
	Iteration 99Q: 3 clusters Score -4422133 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4422140.000000 Penalty: 1027.170898
	Iteration 100F: 3 clusters Score -4422140 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -4422178.500000 Penalty: 1027.170898
	Iteration 101Q: 3 clusters Score -4422178 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4422173.000000 Penalty: 1027.170898
	Iteration 102Q: 3 clusters Score -4422173 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4422192.000000 Penalty: 1027.170898
	Iteration 103Q: 3 clusters Score -4422192 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4422206.500000 Penalty: 1027.170898
	Iteration 104Q: 3 clusters Score -4422206 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -4422236.000000 Penalty: 1027.170898
	Iteration 105Q: 3 clusters Score -4422236 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -4422240.000000 Penalty: 1027.170898
	Iteration 106Q: 3 clusters Score -4422240 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4422242.500000 Penalty: 1027.170898
	Iteration 107Q: 3 clusters Score -4422242 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4422259.000000 Penalty: 1027.170898
	Iteration 108Q: 3 clusters Score -4422259 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -4422272.500000 Penalty: 1027.170898
	Iteration 109Q: 3 clusters Score -4422272 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -4422291.500000 Penalty: 1027.170898
	Iteration 110Q: 3 clusters Score -4422292 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4422312.000000 Penalty: 1027.170898
	Iteration 111Q: 3 clusters Score -4422312 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -4422303.000000 Penalty: 1027.170898
	Iteration 112Q: 3 clusters Score -4422303 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4422313.500000 Penalty: 1027.170898
	Iteration 113Q: 3 clusters Score -4422314 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4422326.500000 Penalty: 1027.170898
	Iteration 114Q: 3 clusters Score -4422326 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4422348.500000 Penalty: 1027.170898
	Iteration 115Q: 3 clusters Score -4422348 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -4422360.000000 Penalty: 1027.170898
	Iteration 116Q: 3 clusters Score -4422360 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -4422374.000000 Penalty: 1027.170898
	Iteration 117Q: 3 clusters Score -4422374 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -4422373.000000 Penalty: 1027.170898
	Iteration 118Q: 3 clusters Score -4422373 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -4422387.500000 Penalty: 1027.170898
	Iteration 119Q: 3 clusters Score -4422388 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -4422399.000000 Penalty: 1027.170898
	Iteration 120F: 3 clusters Score -4422399 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -4422410.500000 Penalty: 1027.170898
	Iteration 121Q: 3 clusters Score -4422410 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4422441.000000 Penalty: 1027.170898
	Iteration 122Q: 3 clusters Score -4422441 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4422465.500000 Penalty: 1027.170898
	Iteration 123Q: 3 clusters Score -4422466 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -4422472.000000 Penalty: 1027.170898
	Iteration 124Q: 3 clusters Score -4422472 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -4422483.500000 Penalty: 1027.170898
	Iteration 125Q: 3 clusters Score -4422484 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4422481.000000 Penalty: 1027.170898
	Iteration 126Q: 3 clusters Score -4422481 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4422495.000000 Penalty: 1027.170898
	Iteration 127Q: 3 clusters Score -4422495 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -4422502.000000 Penalty: 1027.170898
	Iteration 128Q: 3 clusters Score -4422502 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -4422513.000000 Penalty: 1027.170898
	Iteration 129Q: 3 clusters Score -4422513 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -4422537.000000 Penalty: 1027.170898
	Iteration 130Q: 3 clusters Score -4422537 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -4422540.500000 Penalty: 1027.170898
	Iteration 131Q: 3 clusters Score -4422540 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -4422547.500000 Penalty: 1027.170898
	Iteration 132Q: 3 clusters Score -4422548 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -4422579.000000 Penalty: 1027.170898
	Iteration 133Q: 3 clusters Score -4422579 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -4422602.000000 Penalty: 1027.170898
	Iteration 134Q: 3 clusters Score -4422602 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4422616.500000 Penalty: 1027.170898
	Iteration 135Q: 3 clusters Score -4422616 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -4422636.000000 Penalty: 1027.170898
	Iteration 136Q: 3 clusters Score -4422636 nChanged 261
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Mstep: Class 1 contains 55312 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -4422638.500000 Penalty: 1027.170898
	Iteration 137Q: 3 clusters Score -4422638 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -4422639.000000 Penalty: 1027.170898
	Iteration 138Q: 3 clusters Score -4422639 nChanged 205
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Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4422662.000000 Penalty: 1027.170898
	Iteration 139Q: 3 clusters Score -4422662 nChanged 223
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Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -4422669.000000 Penalty: 1027.170898
	Iteration 140F: 3 clusters Score -4422669 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -4422676.000000 Penalty: 1027.170898
	Iteration 141Q: 3 clusters Score -4422676 nChanged 179
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Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4422676 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -4422689.000000 Penalty: 1027.170898
	Iteration 143Q: 3 clusters Score -4422689 nChanged 148
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Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4422676 nChanged 137
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Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4422692 nChanged 142
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Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4422685.500000 Penalty: 1027.170898
	Iteration 146Q: 3 clusters Score -4422686 nChanged 165
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Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4422697.500000 Penalty: 1027.170898
	Iteration 147Q: 3 clusters Score -4422698 nChanged 168
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Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -4422710.500000 Penalty: 1027.170898
	Iteration 148Q: 3 clusters Score -4422710 nChanged 165
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Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -4422705.500000 Penalty: 1027.170898
	Iteration 149Q: 3 clusters Score -4422706 nChanged 147
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Mstep: Class 1 contains 57586 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4422710 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4422711.500000 Penalty: 1027.170898
	Iteration 151Q: 3 clusters Score -4422712 nChanged 145
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Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4422711 nChanged 184
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Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -4422723.500000 Penalty: 1027.170898
	Iteration 153Q: 3 clusters Score -4422724 nChanged 237
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Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -4422743.500000 Penalty: 1027.170898
	Iteration 154Q: 3 clusters Score -4422744 nChanged 208
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Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4422761.500000 Penalty: 1027.170898
	Iteration 155Q: 3 clusters Score -4422762 nChanged 243
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Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4422774.000000 Penalty: 1027.170898
	Iteration 156Q: 3 clusters Score -4422774 nChanged 204
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Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -4422779.000000 Penalty: 1027.170898
	Iteration 157Q: 3 clusters Score -4422779 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4422800.500000 Penalty: 1027.170898
	Iteration 158Q: 3 clusters Score -4422800 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4422791 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4422799 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4422807 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4422823 nChanged 220
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Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4422824 nChanged 207
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4422824 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4422832.000000 Penalty: 1027.170898
	Iteration 165Q: 3 clusters Score -4422832 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4422843 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4422856 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4422851.500000 Penalty: 1027.170898
	Iteration 168Q: 3 clusters Score -4422852 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4422866 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61417 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4422866 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -4422865.500000 Penalty: 1027.170898
	Iteration 171Q: 3 clusters Score -4422866 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4422879.500000 Penalty: 1027.170898
	Iteration 172Q: 3 clusters Score -4422880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4422883.000000 Penalty: 1027.170898
	Iteration 173Q: 3 clusters Score -4422883 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -4422893.500000 Penalty: 1027.170898
	Iteration 174Q: 3 clusters Score -4422894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -4422916.500000 Penalty: 1027.170898
	Iteration 175Q: 3 clusters Score -4422916 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -4422939.500000 Penalty: 1027.170898
	Iteration 176Q: 3 clusters Score -4422940 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62410 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -4422943.000000 Penalty: 1027.170898
	Iteration 177Q: 3 clusters Score -4422943 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4422953.500000 Penalty: 1027.170898
	Iteration 178Q: 3 clusters Score -4422954 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4422958.000000 Penalty: 1027.170898
	Iteration 179Q: 3 clusters Score -4422958 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4422967.000000 Penalty: 1027.170898
	Iteration 180F: 3 clusters Score -4422967 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4422968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -4422956.500000 Penalty: 1027.170898
	Iteration 182Q: 3 clusters Score -4422956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4422961 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4422963 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63352 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4422969 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4422977 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4422976 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4422980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4422974 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4422980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4422974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4422988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4422993 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4422994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64073 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4422998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4422992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4422996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4422998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -4422990.000000 Penalty: 1027.170898
	Iteration 199Q: 3 clusters Score -4422990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -4423006.500000 Penalty: 1027.170898
	Iteration 200F: 3 clusters Score -4423006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4422990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4422990 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4422994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4422993 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4422994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4423014.500000 Penalty: 1027.170898
	Iteration 206Q: 3 clusters Score -4423014 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64966 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4423016.500000 Penalty: 1027.170898
	Iteration 207Q: 3 clusters Score -4423016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -4423028.500000 Penalty: 1027.170898
	Iteration 208Q: 3 clusters Score -4423028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -4423022.500000 Penalty: 1027.170898
	Iteration 209Q: 3 clusters Score -4423022 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4423015.000000 Penalty: 1027.170898
	Iteration 210Q: 3 clusters Score -4423015 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -4423033.500000 Penalty: 1027.170898
	Iteration 211Q: 3 clusters Score -4423034 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -4423045.500000 Penalty: 1027.170898
	Iteration 212Q: 3 clusters Score -4423046 nChanged 105
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Mstep: Class 1 contains 65500 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4423057 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4423062 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4423066 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4423080 nChanged 58
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Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4423084 nChanged 34
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Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 13917 members 
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	Iteration 218Q: 3 clusters Score -4423086 nChanged 31
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Mstep: Class 1 contains 65937 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4423088 nChanged 45
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Mstep: Class 1 contains 65982 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4423089 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4423088 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66054 members 
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	Iteration 222Q: 3 clusters Score -4423084 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66075 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4423095 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66117 members 
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	Iteration 224Q: 3 clusters Score -4423098 nChanged 36
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Mstep: Class 1 contains 66153 members 
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	Iteration 225Q: 3 clusters Score -4423100 nChanged 22
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Mstep: Class 1 contains 66173 members 
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	Iteration 226Q: 3 clusters Score -4423110 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66246 members 
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	Iteration 227Q: 3 clusters Score -4423104 nChanged 73
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Mstep: Class 1 contains 66319 members 
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	Iteration 228Q: 3 clusters Score -4423099 nChanged 52
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Mstep: Class 1 contains 66371 members 
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	Iteration 229Q: 3 clusters Score -4423101 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66414 members 
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	Iteration 230Q: 3 clusters Score -4423100 nChanged 60
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Mstep: Class 1 contains 66472 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4423094 nChanged 36
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	Iteration 232Q: 3 clusters Score -4423098 nChanged 51
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4423109 nChanged 68
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Mstep: Class 1 contains 66625 members 
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	Iteration 234Q: 3 clusters Score -4423099 nChanged 68
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Mstep: Class 1 contains 66693 members 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -4423104 nChanged 115
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	Iteration 236Q: 3 clusters Score -4423110 nChanged 102
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	Iteration 237Q: 3 clusters Score -4423126 nChanged 61
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Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -4423123 nChanged 32
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Mstep: Class 1 contains 67003 members 
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	Iteration 239Q: 3 clusters Score -4423124 nChanged 76
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Mstep: Class 1 contains 67079 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -4423134 nChanged 62
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Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -4423140 nChanged 114
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Mstep: Class 1 contains 67255 members 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -4423133 nChanged 91
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Mstep: Class 1 contains 67346 members 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -4423128 nChanged 111
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Mstep: Class 1 contains 67457 members 
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -4423139 nChanged 96
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Mstep: Class 1 contains 67553 members 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -4423149 nChanged 126
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Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -4423151 nChanged 117
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Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -4423170 nChanged 129
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Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 11900 members 
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	Iteration 248Q: 3 clusters Score -4423186 nChanged 121
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	Iteration 249Q: 3 clusters Score -4423187 nChanged 107
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Entering Unmasked Estep 
Score: -4423193.500000 Penalty: 1027.170898
	Iteration 250Q: 3 clusters Score -4423194 nChanged 123
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Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -4423225 nChanged 120
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Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -4423226 nChanged 91
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -4423229 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -4423229 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68606 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -4423231 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -4423246 nChanged 72
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Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -4423245 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -4423247 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -4423255 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -4423262 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69028 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -4423268 nChanged 46
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Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -4423264 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -4423259 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -4423270 nChanged 58
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Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -4423274 nChanged 56
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Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -4423258 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69280 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -4423260 nChanged 18
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Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -4423259 nChanged 7
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Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -4423266 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -4423262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -4423265 nChanged 61
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Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -4423260 nChanged 39
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Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -4423265 nChanged 59
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Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -4423267 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -4423265 nChanged 115
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Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -4423276 nChanged 105
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Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -4423290 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -4423276 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -4423274 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70176 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -4423270 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -4423274 nChanged 104
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Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -4423265 nChanged 115
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Mstep: Class 1 contains 70520 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -4423268 nChanged 108
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Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -4423278 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -4423290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -4423294 nChanged 113
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Mstep: Class 1 contains 71003 members 
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -4423292 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -4423288 nChanged 116
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Mstep: Class 1 contains 71238 members 
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Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -4423301 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
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Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -4423302 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71424 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -4423302 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -4423310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71594 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -4423310 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71704 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -4423308 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -4423304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -4423306 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -4423311.000000 Penalty: 1027.170898
	Iteration 297Q: 3 clusters Score -4423311 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72017 members 
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Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -4423317 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72114 members 
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Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -4423328 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72237 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -4423334 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72313 members 
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	Iteration 301Q: 3 clusters Score -4423338 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72406 members 
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -4423343 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72499 members 
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	Iteration 303Q: 3 clusters Score -4423342 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72607 members 
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Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -4423340 nChanged 82
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Mstep: Class 1 contains 72685 members 
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Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -4423340 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72774 members 
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Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -4423332 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72844 members 
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Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -4423330 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -4423330 nChanged 69
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Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -4423333 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73049 members 
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	Iteration 310Q: 3 clusters Score -4423342 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 6692 members 
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	Iteration 311Q: 3 clusters Score -4423332 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -4423342 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -4423354 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -4423358 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73480 members 
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Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -4423365 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -4423374 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -4423384 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73737 members 
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -4423390 nChanged 67
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Mstep: Class 1 contains 73802 members 
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Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -4423380 nChanged 68
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Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -4423384 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73985 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -4423411 nChanged 102
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Mstep: Class 1 contains 74087 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -4423424 nChanged 136
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Mstep: Class 1 contains 74223 members 
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	Iteration 323Q: 3 clusters Score -4423438 nChanged 105
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Mstep: Class 1 contains 74326 members 
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Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -4423440 nChanged 116
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Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 5385 members 
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	Iteration 325Q: 3 clusters Score -4423468 nChanged 120
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Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -4423476 nChanged 153
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	Iteration 327Q: 3 clusters Score -4423490 nChanged 140
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Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -4423509 nChanged 70
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	Iteration 329Q: 3 clusters Score -4423524 nChanged 96
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Mstep: Class 1 contains 75017 members 
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Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -4423528 nChanged 101
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Mstep: Class 1 contains 75118 members 
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Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -4423530 nChanged 76
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Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -4423532 nChanged 65
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Mstep: Class 1 contains 75259 members 
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Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -4423536 nChanged 80
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Mstep: Class 1 contains 75339 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -4423530 nChanged 67
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Mstep: Class 1 contains 75400 members 
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Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -4423534 nChanged 72
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Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -4423548 nChanged 78
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Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -4423567 nChanged 76
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Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -4423572 nChanged 54
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Mstep: Class 1 contains 75674 members 
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Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -4423584 nChanged 81
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Mstep: Class 1 contains 75751 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -4423589 nChanged 70
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Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -4423588 nChanged 87
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	Iteration 342Q: 3 clusters Score -4423599 nChanged 80
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Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -4423592 nChanged 88
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Mstep: Class 1 contains 76064 members 
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Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -4423606 nChanged 69
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Mstep: Class 1 contains 76131 members 
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Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -4423617 nChanged 72
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Mstep: Class 1 contains 76201 members 
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Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -4423628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4423635.000000 Penalty: 1027.170898
	Iteration 347Q: 3 clusters Score -4423635 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -4423653.000000 Penalty: 1027.170898
	Iteration 348Q: 3 clusters Score -4423653 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76456 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4423678.000000 Penalty: 1027.170898
	Iteration 349Q: 3 clusters Score -4423678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4423687.500000 Penalty: 1027.170898
	Iteration 350Q: 3 clusters Score -4423688 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4423714.500000 Penalty: 1027.170898
	Iteration 351Q: 3 clusters Score -4423714 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4423740.500000 Penalty: 1027.170898
	Iteration 352Q: 3 clusters Score -4423740 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4423783.000000 Penalty: 1027.170898
	Iteration 353Q: 3 clusters Score -4423783 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4423808.500000 Penalty: 1027.170898
	Iteration 354Q: 3 clusters Score -4423808 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4423828.000000 Penalty: 1027.170898
	Iteration 355Q: 3 clusters Score -4423828 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4423863.000000 Penalty: 1027.170898
	Iteration 356Q: 3 clusters Score -4423863 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4423894.500000 Penalty: 1027.170898
	Iteration 357Q: 3 clusters Score -4423894 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4423930.000000 Penalty: 1027.170898
	Iteration 358Q: 3 clusters Score -4423930 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4423982.000000 Penalty: 1027.170898
	Iteration 359Q: 3 clusters Score -4423982 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4424001.000000 Penalty: 1027.170898
	Iteration 360F: 3 clusters Score -4424001 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4424026.000000 Penalty: 1027.170898
	Iteration 361Q: 3 clusters Score -4424026 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4424061.500000 Penalty: 1027.170898
	Iteration 362Q: 3 clusters Score -4424062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77998 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4424092.000000 Penalty: 1027.170898
	Iteration 363Q: 3 clusters Score -4424092 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4424097.500000 Penalty: 1027.170898
	Iteration 364Q: 3 clusters Score -4424098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78148 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4424108.000000 Penalty: 1027.170898
	Iteration 365Q: 3 clusters Score -4424108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4424125.500000 Penalty: 1027.170898
	Iteration 366Q: 3 clusters Score -4424126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78241 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4424140.500000 Penalty: 1027.170898
	Iteration 367Q: 3 clusters Score -4424140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4424150.500000 Penalty: 1027.170898
	Iteration 368Q: 3 clusters Score -4424150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4424159.500000 Penalty: 1027.170898
	Iteration 369Q: 3 clusters Score -4424160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4424157.000000 Penalty: 1027.170898
	Iteration 370Q: 3 clusters Score -4424157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4424161.500000 Penalty: 1027.170898
	Iteration 371Q: 3 clusters Score -4424162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78375 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4424161.000000 Penalty: 1027.170898
	Iteration 372Q: 3 clusters Score -4424161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78386 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4424169.500000 Penalty: 1027.170898
	Iteration 373Q: 3 clusters Score -4424170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4424170.000000 Penalty: 1027.170898
	Iteration 374Q: 3 clusters Score -4424170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4424177.000000 Penalty: 1027.170898
	Iteration 375Q: 3 clusters Score -4424177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4424176.000000 Penalty: 1027.170898
	Iteration 376Q: 3 clusters Score -4424176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78410 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4424180.500000 Penalty: 1027.170898
	Iteration 377Q: 3 clusters Score -4424180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4424176.000000 Penalty: 1027.170898
	Iteration 378Q: 3 clusters Score -4424176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4424178.500000 Penalty: 1027.170898
	Iteration 379Q: 3 clusters Score -4424178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4424178.000000 Penalty: 1027.170898
	Iteration 380F: 3 clusters Score -4424178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4424178.500000 Penalty: 1027.170898
	Iteration 381Q: 3 clusters Score -4424178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4424179.500000 Penalty: 1027.170898
	Iteration 382Q: 3 clusters Score -4424180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4424178.000000 Penalty: 1027.170898
	Iteration 383Q: 3 clusters Score -4424178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4424180.000000 Penalty: 1027.170898
	Iteration 384Q: 3 clusters Score -4424180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4424177.000000 Penalty: 1027.170898
	Iteration 385Q: 3 clusters Score -4424177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4424175.500000 Penalty: 1027.170898
	Iteration 386Q: 3 clusters Score -4424176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4424177.000000 Penalty: 1027.170898
	Iteration 387Q: 3 clusters Score -4424177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4424176.500000 Penalty: 1027.170898
	Iteration 388Q: 3 clusters Score -4424176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4424179.000000 Penalty: 1027.170898
	Iteration 389Q: 3 clusters Score -4424179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4424176.000000 Penalty: 1027.170898
	Iteration 390Q: 3 clusters Score -4424176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78462 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4424177.500000 Penalty: 1027.170898
	Iteration 391Q: 3 clusters Score -4424178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4424180.000000 Penalty: 1027.170898
	Iteration 392Q: 3 clusters Score -4424180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4424176.500000 Penalty: 1027.170898
	Iteration 393Q: 3 clusters Score -4424176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4424178.000000 Penalty: 1027.170898
	Iteration 394Q: 3 clusters Score -4424178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4424183.000000 Penalty: 1027.170898
	Iteration 395Q: 3 clusters Score -4424183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78477 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4424180.500000 Penalty: 1027.170898
	Iteration 396Q: 3 clusters Score -4424180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4424178.500000 Penalty: 1027.170898
	Iteration 397Q: 3 clusters Score -4424178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4424175.500000 Penalty: 1027.170898
	Iteration 398Q: 3 clusters Score -4424176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4424178.000000 Penalty: 1027.170898
	Iteration 399Q: 3 clusters Score -4424178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4424177.000000 Penalty: 1027.170898
	Iteration 400F: 3 clusters Score -4424177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Entering Unmasked Estep 
Score: -96266.093750 Penalty: 345.268738
	Iteration 0F: 2 clusters Score -96266.09 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 999 members 
Entering Unmasked Estep 
Score: -94852.820312 Penalty: 690.537476
	Iteration 0F: 3 clusters Score -94852.82 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -95353.820312 Penalty: 690.537476
	Iteration 1F: 3 clusters Score -95353.82 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -95483.460938 Penalty: 690.537476
	Iteration 2F: 3 clusters Score -95483.46 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -95589.789062 Penalty: 690.537476
	Iteration 3F: 3 clusters Score -95589.79 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -95689.039062 Penalty: 690.537476
	Iteration 4F: 3 clusters Score -95689.04 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -95782.078125 Penalty: 690.537476
	Iteration 5F: 3 clusters Score -95782.08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -95869.390625 Penalty: 690.537476
	Iteration 6F: 3 clusters Score -95869.39 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -95931.726562 Penalty: 690.537476
	Iteration 7Q: 3 clusters Score -95931.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -95992.023438 Penalty: 690.537476
	Iteration 8Q: 3 clusters Score -95992.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -96030.007812 Penalty: 690.537476
	Iteration 9Q: 3 clusters Score -96030.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -96050.179688 Penalty: 690.537476
	Iteration 10Q: 3 clusters Score -96050.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -96061.109375 Penalty: 690.537476
	Iteration 11Q: 3 clusters Score -96061.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -96066.007812 Penalty: 690.537476
	Iteration 12Q: 3 clusters Score -96066.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -96068.500000 Penalty: 690.537476
	Iteration 13Q: 3 clusters Score -96068.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -96070.000000 Penalty: 690.537476
	Iteration 14Q: 3 clusters Score -96070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -96070.312500 Penalty: 690.537476
	Iteration 15Q: 3 clusters Score -96070.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -96070.671875 Penalty: 690.537476
	Iteration 16Q: 3 clusters Score -96070.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -96071.679688 Penalty: 690.537476
	Iteration 17Q: 3 clusters Score -96071.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -96072.101562 Penalty: 690.537476
	Iteration 18Q: 3 clusters Score -96072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -96072.367188 Penalty: 690.537476
	Iteration 19Q: 3 clusters Score -96072.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -96072.546875 Penalty: 690.537476
	Iteration 20F: 3 clusters Score -96072.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (176389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176389 members 
Entering Unmasked Estep 
Score: -9085904.000000 Penalty: 549.660339
	Iteration 0F: 2 clusters Score -9085904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -8975254.000000 Penalty: 1099.320679
	Iteration 0F: 3 clusters Score -8975254 nChanged 86629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90102 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -9029053.000000 Penalty: 1099.320679
	Iteration 1F: 3 clusters Score -9029053 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 85930 members 
Entering Unmasked Estep 
Score: -9032242.000000 Penalty: 1099.320679
	Iteration 2Q: 3 clusters Score -9032242 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91192 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -9037998.000000 Penalty: 1099.320679
	Iteration 3F: 3 clusters Score -9037998 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92195 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -9047246.000000 Penalty: 1099.320679
	Iteration 4F: 3 clusters Score -9047246 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 84211 members 
Entering Unmasked Estep 
Score: -9058284.000000 Penalty: 1099.320679
	Iteration 5F: 3 clusters Score -9058284 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -9065138.000000 Penalty: 1099.320679
	Iteration 6F: 3 clusters Score -9065138 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 87343 members 
Entering Unmasked Estep 
Score: -9067250.000000 Penalty: 1099.320679
	Iteration 7Q: 3 clusters Score -9067250 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 88693 members 
Entering Unmasked Estep 
Score: -9068046.000000 Penalty: 1099.320679
	Iteration 8Q: 3 clusters Score -9068046 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -9068828.000000 Penalty: 1099.320679
	Iteration 9Q: 3 clusters Score -9068828 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -9069411.000000 Penalty: 1099.320679
	Iteration 10Q: 3 clusters Score -9069411 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 90763 members 
Entering Unmasked Estep 
Score: -9070108.000000 Penalty: 1099.320679
	Iteration 11Q: 3 clusters Score -9070108 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85454 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -9070738.000000 Penalty: 1099.320679
	Iteration 12Q: 3 clusters Score -9070738 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85357 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -9071408.000000 Penalty: 1099.320679
	Iteration 13Q: 3 clusters Score -9071408 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85305 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -9072034.000000 Penalty: 1099.320679
	Iteration 14Q: 3 clusters Score -9072034 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -9072689.000000 Penalty: 1099.320679
	Iteration 15Q: 3 clusters Score -9072689 nChanged 2139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85387 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9073315 nChanged 1890
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 90962 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9073824 nChanged 1800
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9074326 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9074753 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85378 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9075158 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9075562 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 91186 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9075931 nChanged 1158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 91374 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9076319 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84788 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -9076689.000000 Penalty: 1099.320679
	Iteration 24Q: 3 clusters Score -9076689 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84511 members 
Mstep: Class 2 contains 91878 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9077083 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 92239 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9077566 nChanged 1116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9078001 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9078441 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82778 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9078876 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 94245 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9079385 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81469 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9079889 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9080337 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9080900 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78783 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -9081621.000000 Penalty: 1099.320679
	Iteration 34Q: 3 clusters Score -9081621 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9082298 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9083022 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74948 members 
Mstep: Class 2 contains 101441 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9083728 nChanged 1690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 102887 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9084361 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9084969 nChanged 1975
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 106484 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9085572 nChanged 2110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 108574 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9086167 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9086659 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63487 members 
Mstep: Class 2 contains 112902 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9087049 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9087361 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 117041 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9087766 nChanged 2008
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 119049 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9088020 nChanged 2014
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 121063 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9088357 nChanged 1981
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Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 123044 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9088622 nChanged 1954
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 124998 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9088948 nChanged 1773
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 126771 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9089184 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 128528 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9089354 nChanged 1603
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 130131 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9089558 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 131677 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9089704 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9089968 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 134857 members 
Entering Unmasked Estep 
Score: -9090240.000000 Penalty: 1099.320679
	Iteration 55Q: 3 clusters Score -9090240 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 136392 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9090431 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 137833 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9090566 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 139288 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9090793 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 140701 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9090926 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 142051 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9091153 nChanged 1320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 143371 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9091334 nChanged 1285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 144656 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9091476 nChanged 1288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30445 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9091591 nChanged 1254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29191 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9092121 nChanged 1151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28040 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9092441 nChanged 1109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 149458 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9092603 nChanged 1041
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25890 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9092981 nChanged 1070
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24820 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9093117 nChanged 1116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23704 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9093237 nChanged 1124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22580 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9093186 nChanged 1125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21455 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9093092 nChanged 1211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20244 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9092924 nChanged 1211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 157356 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9092738 nChanged 1229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 158585 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9092539 nChanged 1261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 159846 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9092195 nChanged 1211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 161057 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9091905 nChanged 1215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 162272 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9091470 nChanged 1210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 163482 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9091039 nChanged 1158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 164640 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9090589 nChanged 1130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 165770 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9090079 nChanged 1065
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 166835 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9089686 nChanged 1007
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 167842 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9089272 nChanged 927
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 168769 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9088853 nChanged 848
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 169617 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9088460 nChanged 794
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Mstep: Class 1 contains 5978 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9088155 nChanged 763
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Mstep: Class 1 contains 5215 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9087757 nChanged 698
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Mstep: Class 1 contains 4517 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9087425 nChanged 692
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Mstep: Class 1 contains 3825 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9087141 nChanged 655
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Mstep: Class 1 contains 3170 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9086886 nChanged 583
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Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 173802 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9086676 nChanged 512
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Mstep: Class 1 contains 2077 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9086484 nChanged 383
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Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 174693 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9086315 nChanged 322
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Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 175015 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9086202 nChanged 266
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Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 175281 members 
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	Iteration 94Q: 3 clusters Score -9086099 nChanged 206
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Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 175483 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9085965 nChanged 152
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Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 175627 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9085934 nChanged 114
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Mstep: Class 1 contains 648 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9085842 nChanged 85
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Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 175822 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9085802 nChanged 51
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Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9085779 nChanged 37
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Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 175908 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9085764 nChanged 36
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Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 175938 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9085741 nChanged 30
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Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 175962 members 
Entering Unmasked Estep 
Score: -9085713.000000 Penalty: 1099.320679
	Iteration 102Q: 3 clusters Score -9085713 nChanged 21
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Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 175983 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9085718 nChanged 24
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Mstep: Class 2 contains 176005 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9085697 nChanged 20
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Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 176021 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9085703 nChanged 14
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Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 176031 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9085704 nChanged 20
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Mstep: Class 2 contains 176047 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9085708 nChanged 17
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Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 176060 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9085697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 176066 members 
Entering Unmasked Estep 
Score: -9085699.000000 Penalty: 1099.320679
	Iteration 109Q: 3 clusters Score -9085699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 176070 members 
Entering Unmasked Estep 
Score: -9085699.000000 Penalty: 1099.320679
	Iteration 110Q: 3 clusters Score -9085699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 176075 members 
Entering Unmasked Estep 
Score: -9085700.000000 Penalty: 1099.320679
	Iteration 111Q: 3 clusters Score -9085700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 176078 members 
Entering Unmasked Estep 
Score: -9085705.000000 Penalty: 1099.320679
	Iteration 112Q: 3 clusters Score -9085705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 176083 members 
Entering Unmasked Estep 
Score: -9085712.000000 Penalty: 1099.320679
	Iteration 113Q: 3 clusters Score -9085712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 176089 members 
Entering Unmasked Estep 
Score: -9085699.000000 Penalty: 1099.320679
	Iteration 114Q: 3 clusters Score -9085699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 176092 members 
Entering Unmasked Estep 
Score: -9085691.000000 Penalty: 1099.320679
	Iteration 115Q: 3 clusters Score -9085691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 176094 members 
Entering Unmasked Estep 
Score: -9085691.000000 Penalty: 1099.320679
	Iteration 116Q: 3 clusters Score -9085691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 176095 members 
Entering Unmasked Estep 
Score: -9085690.000000 Penalty: 1099.320679
	Iteration 117Q: 3 clusters Score -9085690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 176095 members 
Entering Unmasked Estep 
Score: -9085690.000000 Penalty: 1099.320679
	Iteration 118F: 3 clusters Score -9085690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (164509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164509 members 
Entering Unmasked Estep 
Score: -8708389.000000 Penalty: 546.487793
	Iteration 0F: 2 clusters Score -8708389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -8600782.000000 Penalty: 1092.975586
	Iteration 0F: 3 clusters Score -8600782 nChanged 81202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 76137 members 
Entering Unmasked Estep 
Score: -8651089.000000 Penalty: 1092.975586
	Iteration 1F: 3 clusters Score -8651089 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 73471 members 
Entering Unmasked Estep 
Score: -8653320.000000 Penalty: 1092.975586
	Iteration 2Q: 3 clusters Score -8653320 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94086 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -8657154.000000 Penalty: 1092.975586
	Iteration 3F: 3 clusters Score -8657154 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -8663612.000000 Penalty: 1092.975586
	Iteration 4F: 3 clusters Score -8663612 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -8673771.000000 Penalty: 1092.975586
	Iteration 5F: 3 clusters Score -8673771 nChanged 12339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -8683138.000000 Penalty: 1092.975586
	Iteration 6F: 3 clusters Score -8683138 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97335 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -8686715.000000 Penalty: 1092.975586
	Iteration 7F: 3 clusters Score -8686715 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -8687931.000000 Penalty: 1092.975586
	Iteration 8Q: 3 clusters Score -8687931 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 71424 members 
Entering Unmasked Estep 
Score: -8688708.000000 Penalty: 1092.975586
	Iteration 9Q: 3 clusters Score -8688708 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -8689682.000000 Penalty: 1092.975586
	Iteration 10Q: 3 clusters Score -8689682 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88732 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -8690600.000000 Penalty: 1092.975586
	Iteration 11Q: 3 clusters Score -8690600 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 77167 members 
Entering Unmasked Estep 
Score: -8691518.000000 Penalty: 1092.975586
	Iteration 12Q: 3 clusters Score -8691518 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -8692461.000000 Penalty: 1092.975586
	Iteration 13Q: 3 clusters Score -8692461 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -8693341.000000 Penalty: 1092.975586
	Iteration 14Q: 3 clusters Score -8693341 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -8694105.000000 Penalty: 1092.975586
	Iteration 15Q: 3 clusters Score -8694105 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -8694976.000000 Penalty: 1092.975586
	Iteration 16Q: 3 clusters Score -8694976 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -8695863.000000 Penalty: 1092.975586
	Iteration 17Q: 3 clusters Score -8695863 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84309 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -8696664.000000 Penalty: 1092.975586
	Iteration 18Q: 3 clusters Score -8696664 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -8697488.000000 Penalty: 1092.975586
	Iteration 19Q: 3 clusters Score -8697488 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -8698300.000000 Penalty: 1092.975586
	Iteration 20F: 3 clusters Score -8698300 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83780 members 
Mstep: Class 2 contains 80729 members 
Entering Unmasked Estep 
Score: -8699050.000000 Penalty: 1092.975586
	Iteration 21Q: 3 clusters Score -8699050 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
Score: -8699652.000000 Penalty: 1092.975586
	Iteration 22Q: 3 clusters Score -8699652 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
Score: -8700267.000000 Penalty: 1092.975586
	Iteration 23Q: 3 clusters Score -8700267 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -8700786.000000 Penalty: 1092.975586
	Iteration 24Q: 3 clusters Score -8700786 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -8701196.000000 Penalty: 1092.975586
	Iteration 25Q: 3 clusters Score -8701196 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -8701505.000000 Penalty: 1092.975586
	Iteration 26Q: 3 clusters Score -8701505 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -8701756.000000 Penalty: 1092.975586
	Iteration 27Q: 3 clusters Score -8701756 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 81259 members 
Entering Unmasked Estep 
Score: -8701901.000000 Penalty: 1092.975586
	Iteration 28Q: 3 clusters Score -8701901 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -8702028.000000 Penalty: 1092.975586
	Iteration 29Q: 3 clusters Score -8702028 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83524 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -8702053.000000 Penalty: 1092.975586
	Iteration 30Q: 3 clusters Score -8702053 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -8702057.000000 Penalty: 1092.975586
	Iteration 31Q: 3 clusters Score -8702057 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -8702041.000000 Penalty: 1092.975586
	Iteration 32Q: 3 clusters Score -8702041 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -8702029.000000 Penalty: 1092.975586
	Iteration 33Q: 3 clusters Score -8702029 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -8702022.000000 Penalty: 1092.975586
	Iteration 34Q: 3 clusters Score -8702022 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84609 members 
Mstep: Class 2 contains 79900 members 
Entering Unmasked Estep 
Score: -8702023.000000 Penalty: 1092.975586
	Iteration 35Q: 3 clusters Score -8702023 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -8701966.000000 Penalty: 1092.975586
	Iteration 36Q: 3 clusters Score -8701966 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -8701927.000000 Penalty: 1092.975586
	Iteration 37Q: 3 clusters Score -8701927 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85206 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -8701882.000000 Penalty: 1092.975586
	Iteration 38Q: 3 clusters Score -8701882 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -8701843.000000 Penalty: 1092.975586
	Iteration 39Q: 3 clusters Score -8701843 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -8701774.000000 Penalty: 1092.975586
	Iteration 40F: 3 clusters Score -8701774 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -8701738.000000 Penalty: 1092.975586
	Iteration 41Q: 3 clusters Score -8701738 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -8701712.000000 Penalty: 1092.975586
	Iteration 42Q: 3 clusters Score -8701712 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86041 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -8701674.000000 Penalty: 1092.975586
	Iteration 43Q: 3 clusters Score -8701674 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86179 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -8701656.000000 Penalty: 1092.975586
	Iteration 44Q: 3 clusters Score -8701656 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86292 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -8701631.000000 Penalty: 1092.975586
	Iteration 45Q: 3 clusters Score -8701631 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 78109 members 
Entering Unmasked Estep 
Score: -8701609.000000 Penalty: 1092.975586
	Iteration 46Q: 3 clusters Score -8701609 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86519 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -8701588.000000 Penalty: 1092.975586
	Iteration 47Q: 3 clusters Score -8701588 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 77890 members 
Entering Unmasked Estep 
Score: -8701548.000000 Penalty: 1092.975586
	Iteration 48Q: 3 clusters Score -8701548 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -8701523.000000 Penalty: 1092.975586
	Iteration 49Q: 3 clusters Score -8701523 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86795 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -8701505.000000 Penalty: 1092.975586
	Iteration 50Q: 3 clusters Score -8701505 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -8701501.000000 Penalty: 1092.975586
	Iteration 51Q: 3 clusters Score -8701501 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -8701486.000000 Penalty: 1092.975586
	Iteration 52Q: 3 clusters Score -8701486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87001 members 
Mstep: Class 2 contains 77508 members 
Entering Unmasked Estep 
Score: -8701452.000000 Penalty: 1092.975586
	Iteration 53Q: 3 clusters Score -8701452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87060 members 
Mstep: Class 2 contains 77449 members 
Entering Unmasked Estep 
Score: -8701432.000000 Penalty: 1092.975586
	Iteration 54Q: 3 clusters Score -8701432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -8701416.000000 Penalty: 1092.975586
	Iteration 55Q: 3 clusters Score -8701416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87164 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -8701403.000000 Penalty: 1092.975586
	Iteration 56Q: 3 clusters Score -8701403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87209 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -8701389.000000 Penalty: 1092.975586
	Iteration 57Q: 3 clusters Score -8701389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -8701382.000000 Penalty: 1092.975586
	Iteration 58Q: 3 clusters Score -8701382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87293 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -8701362.000000 Penalty: 1092.975586
	Iteration 59Q: 3 clusters Score -8701362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87333 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -8701349.000000 Penalty: 1092.975586
	Iteration 60F: 3 clusters Score -8701349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 77129 members 
Entering Unmasked Estep 
Score: -8701337.000000 Penalty: 1092.975586
	Iteration 61Q: 3 clusters Score -8701337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 77091 members 
Entering Unmasked Estep 
Score: -8701313.000000 Penalty: 1092.975586
	Iteration 62Q: 3 clusters Score -8701313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -8701320.000000 Penalty: 1092.975586
	Iteration 63Q: 3 clusters Score -8701320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -8701308.000000 Penalty: 1092.975586
	Iteration 64Q: 3 clusters Score -8701308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -8701296.000000 Penalty: 1092.975586
	Iteration 65Q: 3 clusters Score -8701296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -8701284.000000 Penalty: 1092.975586
	Iteration 66Q: 3 clusters Score -8701284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -8701271.000000 Penalty: 1092.975586
	Iteration 67Q: 3 clusters Score -8701271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87615 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
Score: -8701260.000000 Penalty: 1092.975586
	Iteration 68Q: 3 clusters Score -8701260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 76851 members 
Entering Unmasked Estep 
Score: -8701254.000000 Penalty: 1092.975586
	Iteration 69Q: 3 clusters Score -8701254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -8701241.000000 Penalty: 1092.975586
	Iteration 70Q: 3 clusters Score -8701241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -8701236.000000 Penalty: 1092.975586
	Iteration 71Q: 3 clusters Score -8701236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -8701232.000000 Penalty: 1092.975586
	Iteration 72Q: 3 clusters Score -8701232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -8701230.000000 Penalty: 1092.975586
	Iteration 73Q: 3 clusters Score -8701230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 76668 members 
Entering Unmasked Estep 
Score: -8701221.000000 Penalty: 1092.975586
	Iteration 74Q: 3 clusters Score -8701221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87868 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -8701213.000000 Penalty: 1092.975586
	Iteration 75Q: 3 clusters Score -8701213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -8701203.000000 Penalty: 1092.975586
	Iteration 76Q: 3 clusters Score -8701203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87914 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -8701200.000000 Penalty: 1092.975586
	Iteration 77Q: 3 clusters Score -8701200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -8701206.000000 Penalty: 1092.975586
	Iteration 78Q: 3 clusters Score -8701206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -8701205.000000 Penalty: 1092.975586
	Iteration 79Q: 3 clusters Score -8701205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87976 members 
Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
Score: -8701195.000000 Penalty: 1092.975586
	Iteration 80F: 3 clusters Score -8701195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -8701207.000000 Penalty: 1092.975586
	Iteration 81Q: 3 clusters Score -8701207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -8701203.000000 Penalty: 1092.975586
	Iteration 82Q: 3 clusters Score -8701203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -8701196.000000 Penalty: 1092.975586
	Iteration 83Q: 3 clusters Score -8701196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -8701188.000000 Penalty: 1092.975586
	Iteration 84Q: 3 clusters Score -8701188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88054 members 
Mstep: Class 2 contains 76455 members 
Entering Unmasked Estep 
Score: -8701186.000000 Penalty: 1092.975586
	Iteration 85Q: 3 clusters Score -8701186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 76446 members 
Entering Unmasked Estep 
Score: -8701181.000000 Penalty: 1092.975586
	Iteration 86Q: 3 clusters Score -8701181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -8701178.000000 Penalty: 1092.975586
	Iteration 87Q: 3 clusters Score -8701178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88078 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -8701174.000000 Penalty: 1092.975586
	Iteration 88Q: 3 clusters Score -8701174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88087 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -8701174.000000 Penalty: 1092.975586
	Iteration 89Q: 3 clusters Score -8701174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -8701169.000000 Penalty: 1092.975586
	Iteration 90Q: 3 clusters Score -8701169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -8701168.000000 Penalty: 1092.975586
	Iteration 91Q: 3 clusters Score -8701168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -8701168.000000 Penalty: 1092.975586
	Iteration 92Q: 3 clusters Score -8701168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88109 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -8701171.000000 Penalty: 1092.975586
	Iteration 93Q: 3 clusters Score -8701171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88116 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -8701175.000000 Penalty: 1092.975586
	Iteration 94Q: 3 clusters Score -8701175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -8701185.000000 Penalty: 1092.975586
	Iteration 95Q: 3 clusters Score -8701185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -8701181.000000 Penalty: 1092.975586
	Iteration 96Q: 3 clusters Score -8701181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -8701177.000000 Penalty: 1092.975586
	Iteration 97Q: 3 clusters Score -8701177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -8701180.000000 Penalty: 1092.975586
	Iteration 98Q: 3 clusters Score -8701180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -8701177.000000 Penalty: 1092.975586
	Iteration 99Q: 3 clusters Score -8701177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -8701179.000000 Penalty: 1092.975586
	Iteration 100F: 3 clusters Score -8701179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -8701179.000000 Penalty: 1092.975586
	Iteration 101Q: 3 clusters Score -8701179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -8701179.000000 Penalty: 1092.975586
	Iteration 102F: 3 clusters Score -8701179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (69531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Entering Unmasked Estep 
Score: -3782445.250000 Penalty: 507.303497
	Iteration 0F: 2 clusters Score -3782445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -3735794.000000 Penalty: 1014.606995
	Iteration 0F: 3 clusters Score -3735794 nChanged 33786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -3756327.000000 Penalty: 1014.606995
	Iteration 1F: 3 clusters Score -3756327 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -3757478.750000 Penalty: 1014.606995
	Iteration 2Q: 3 clusters Score -3757479 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -3759716.750000 Penalty: 1014.606995
	Iteration 3Q: 3 clusters Score -3759717 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -3764070.750000 Penalty: 1014.606995
	Iteration 4F: 3 clusters Score -3764071 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -3770547.000000 Penalty: 1014.606995
	Iteration 5F: 3 clusters Score -3770547 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -3776171.500000 Penalty: 1014.606995
	Iteration 6F: 3 clusters Score -3776172 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -3778986.250000 Penalty: 1014.606995
	Iteration 7F: 3 clusters Score -3778986 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -3780217.250000 Penalty: 1014.606995
	Iteration 8Q: 3 clusters Score -3780217 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -3780779.500000 Penalty: 1014.606995
	Iteration 9Q: 3 clusters Score -3780780 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -3781077.000000 Penalty: 1014.606995
	Iteration 10Q: 3 clusters Score -3781077 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -3781266.000000 Penalty: 1014.606995
	Iteration 11Q: 3 clusters Score -3781266 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -3781359.000000 Penalty: 1014.606995
	Iteration 12Q: 3 clusters Score -3781359 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -3781378.750000 Penalty: 1014.606995
	Iteration 13Q: 3 clusters Score -3781379 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -3781404.250000 Penalty: 1014.606995
	Iteration 14Q: 3 clusters Score -3781404 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -3781416.250000 Penalty: 1014.606995
	Iteration 15Q: 3 clusters Score -3781416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -3781424.750000 Penalty: 1014.606995
	Iteration 16Q: 3 clusters Score -3781425 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -3781413.500000 Penalty: 1014.606995
	Iteration 17Q: 3 clusters Score -3781414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -3781415.500000 Penalty: 1014.606995
	Iteration 18Q: 3 clusters Score -3781416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -3781425.500000 Penalty: 1014.606995
	Iteration 19Q: 3 clusters Score -3781426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -3781420.000000 Penalty: 1014.606995
	Iteration 20F: 3 clusters Score -3781420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -3781425.750000 Penalty: 1014.606995
	Iteration 21Q: 3 clusters Score -3781426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -3781419.500000 Penalty: 1014.606995
	Iteration 22Q: 3 clusters Score -3781420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -3781423.250000 Penalty: 1014.606995
	Iteration 23Q: 3 clusters Score -3781423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -3781419.250000 Penalty: 1014.606995
	Iteration 24Q: 3 clusters Score -3781419 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -3781420.000000 Penalty: 1014.606995
	Iteration 25Q: 3 clusters Score -3781420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -3781417.750000 Penalty: 1014.606995
	Iteration 26Q: 3 clusters Score -3781418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -3781420.000000 Penalty: 1014.606995
	Iteration 27Q: 3 clusters Score -3781420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -3781421.750000 Penalty: 1014.606995
	Iteration 28Q: 3 clusters Score -3781422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -3781418.750000 Penalty: 1014.606995
	Iteration 29Q: 3 clusters Score -3781419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -3781412.000000 Penalty: 1014.606995
	Iteration 30Q: 3 clusters Score -3781412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -3781415.250000 Penalty: 1014.606995
	Iteration 31Q: 3 clusters Score -3781415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -3781411.250000 Penalty: 1014.606995
	Iteration 32Q: 3 clusters Score -3781411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -3781413.000000 Penalty: 1014.606995
	Iteration 33Q: 3 clusters Score -3781413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -3781414.750000 Penalty: 1014.606995
	Iteration 34Q: 3 clusters Score -3781415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -3781414.250000 Penalty: 1014.606995
	Iteration 35Q: 3 clusters Score -3781414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -3781415.500000 Penalty: 1014.606995
	Iteration 36Q: 3 clusters Score -3781416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -3781416.500000 Penalty: 1014.606995
	Iteration 37Q: 3 clusters Score -3781416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -3781416.500000 Penalty: 1014.606995
	Iteration 38F: 3 clusters Score -3781416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Entering Unmasked Estep 
Score: -77842.656250 Penalty: 331.334351
	Iteration 0F: 2 clusters Score -77842.66 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 729 members 
Entering Unmasked Estep 
Score: -76739.531250 Penalty: 662.668701
	Iteration 0F: 3 clusters Score -76739.53 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -77076.562500 Penalty: 662.668701
	Iteration 1F: 3 clusters Score -77076.56 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -77123.726562 Penalty: 662.668701
	Iteration 2F: 3 clusters Score -77123.73 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -77174.453125 Penalty: 662.668701
	Iteration 3F: 3 clusters Score -77174.45 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -77228.664062 Penalty: 662.668701
	Iteration 4F: 3 clusters Score -77228.66 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -77299.546875 Penalty: 662.668701
	Iteration 5F: 3 clusters Score -77299.55 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -77377.679688 Penalty: 662.668701
	Iteration 6F: 3 clusters Score -77377.68 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -77463.929688 Penalty: 662.668701
	Iteration 7F: 3 clusters Score -77463.93 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -77535.250000 Penalty: 662.668701
	Iteration 8F: 3 clusters Score -77535.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -77580.109375 Penalty: 662.668701
	Iteration 9Q: 3 clusters Score -77580.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -77609.695312 Penalty: 662.668701
	Iteration 10Q: 3 clusters Score -77609.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -77630.640625 Penalty: 662.668701
	Iteration 11Q: 3 clusters Score -77630.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -77648.937500 Penalty: 662.668701
	Iteration 12Q: 3 clusters Score -77648.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -77658.375000 Penalty: 662.668701
	Iteration 13Q: 3 clusters Score -77658.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -77664.601562 Penalty: 662.668701
	Iteration 14Q: 3 clusters Score -77664.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -77666.617188 Penalty: 662.668701
	Iteration 15Q: 3 clusters Score -77666.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -77667.679688 Penalty: 662.668701
	Iteration 16Q: 3 clusters Score -77667.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -77667.765625 Penalty: 662.668701
	Iteration 17Q: 3 clusters Score -77667.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -77668.968750 Penalty: 662.668701
	Iteration 18Q: 3 clusters Score -77668.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -77669.953125 Penalty: 662.668701
	Iteration 19Q: 3 clusters Score -77669.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -77672.382812 Penalty: 662.668701
	Iteration 20F: 3 clusters Score -77672.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -77673.796875 Penalty: 662.668701
	Iteration 21Q: 3 clusters Score -77673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -77673.796875 Penalty: 662.668701
	Iteration 22F: 3 clusters Score -77673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (44690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Entering Unmasked Estep 
Score: -2271234.250000 Penalty: 487.191498
	Iteration 0F: 2 clusters Score -2271234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2241423.500000 Penalty: 974.382996
	Iteration 0F: 3 clusters Score -2241424 nChanged 21568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2254253.250000 Penalty: 974.382996
	Iteration 1F: 3 clusters Score -2254253 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2255051.250000 Penalty: 974.382996
	Iteration 2Q: 3 clusters Score -2255051 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2256172.750000 Penalty: 974.382996
	Iteration 3F: 3 clusters Score -2256173 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2257780.750000 Penalty: 974.382996
	Iteration 4F: 3 clusters Score -2257781 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2259979.500000 Penalty: 974.382996
	Iteration 5F: 3 clusters Score -2259980 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2262036.250000 Penalty: 974.382996
	Iteration 6F: 3 clusters Score -2262036 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2263043.250000 Penalty: 974.382996
	Iteration 7Q: 3 clusters Score -2263043 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2263401.750000 Penalty: 974.382996
	Iteration 8Q: 3 clusters Score -2263402 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2263602.250000 Penalty: 974.382996
	Iteration 9Q: 3 clusters Score -2263602 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2263817.500000 Penalty: 974.382996
	Iteration 10Q: 3 clusters Score -2263818 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2264051.750000 Penalty: 974.382996
	Iteration 11Q: 3 clusters Score -2264052 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2264314.500000 Penalty: 974.382996
	Iteration 12Q: 3 clusters Score -2264314 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2264620.500000 Penalty: 974.382996
	Iteration 13Q: 3 clusters Score -2264620 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2264957.750000 Penalty: 974.382996
	Iteration 14Q: 3 clusters Score -2264958 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2265348.000000 Penalty: 974.382996
	Iteration 15Q: 3 clusters Score -2265348 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2265812.000000 Penalty: 974.382996
	Iteration 16Q: 3 clusters Score -2265812 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2266297.500000 Penalty: 974.382996
	Iteration 17Q: 3 clusters Score -2266298 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2266847.000000 Penalty: 974.382996
	Iteration 18Q: 3 clusters Score -2266847 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2267446.250000 Penalty: 974.382996
	Iteration 19Q: 3 clusters Score -2267446 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2268009.250000 Penalty: 974.382996
	Iteration 20F: 3 clusters Score -2268009 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2268557.000000 Penalty: 974.382996
	Iteration 21Q: 3 clusters Score -2268557 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2269070.750000 Penalty: 974.382996
	Iteration 22Q: 3 clusters Score -2269071 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2269543.000000 Penalty: 974.382996
	Iteration 23Q: 3 clusters Score -2269543 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2269927.250000 Penalty: 974.382996
	Iteration 24Q: 3 clusters Score -2269927 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2270220.750000 Penalty: 974.382996
	Iteration 25Q: 3 clusters Score -2270221 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2270434.750000 Penalty: 974.382996
	Iteration 26Q: 3 clusters Score -2270435 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2270574.500000 Penalty: 974.382996
	Iteration 27Q: 3 clusters Score -2270574 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2270659.750000 Penalty: 974.382996
	Iteration 28Q: 3 clusters Score -2270660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2270717.500000 Penalty: 974.382996
	Iteration 29Q: 3 clusters Score -2270718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2270745.750000 Penalty: 974.382996
	Iteration 30Q: 3 clusters Score -2270746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2270762.750000 Penalty: 974.382996
	Iteration 31Q: 3 clusters Score -2270763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2270781.000000 Penalty: 974.382996
	Iteration 32Q: 3 clusters Score -2270781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2270791.750000 Penalty: 974.382996
	Iteration 33Q: 3 clusters Score -2270792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2270800.000000 Penalty: 974.382996
	Iteration 34Q: 3 clusters Score -2270800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2270810.500000 Penalty: 974.382996
	Iteration 35Q: 3 clusters Score -2270810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2270817.750000 Penalty: 974.382996
	Iteration 36Q: 3 clusters Score -2270818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2270819.750000 Penalty: 974.382996
	Iteration 37Q: 3 clusters Score -2270820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2270822.500000 Penalty: 974.382996
	Iteration 38Q: 3 clusters Score -2270822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2270822.500000 Penalty: 974.382996
	Iteration 39Q: 3 clusters Score -2270822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2270822.500000 Penalty: 974.382996
	Iteration 40F: 3 clusters Score -2270822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (56681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Entering Unmasked Estep 
Score: -3109802.000000 Penalty: 498.006348
	Iteration 0F: 2 clusters Score -3109802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3071718.000000 Penalty: 996.012695
	Iteration 0F: 3 clusters Score -3071718 nChanged 27455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3088165.500000 Penalty: 996.012695
	Iteration 1F: 3 clusters Score -3088166 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3089312.750000 Penalty: 996.012695
	Iteration 2Q: 3 clusters Score -3089313 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -3091396.000000 Penalty: 996.012695
	Iteration 3F: 3 clusters Score -3091396 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3095030.000000 Penalty: 996.012695
	Iteration 4F: 3 clusters Score -3095030 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3099980.750000 Penalty: 996.012695
	Iteration 5F: 3 clusters Score -3099981 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3103963.250000 Penalty: 996.012695
	Iteration 6F: 3 clusters Score -3103963 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3106021.250000 Penalty: 996.012695
	Iteration 7Q: 3 clusters Score -3106021 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3107473.500000 Penalty: 996.012695
	Iteration 8Q: 3 clusters Score -3107474 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3108404.000000 Penalty: 996.012695
	Iteration 9Q: 3 clusters Score -3108404 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -3108923.000000 Penalty: 996.012695
	Iteration 10Q: 3 clusters Score -3108923 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3109161.750000 Penalty: 996.012695
	Iteration 11Q: 3 clusters Score -3109162 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3109263.250000 Penalty: 996.012695
	Iteration 12Q: 3 clusters Score -3109263 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3109311.750000 Penalty: 996.012695
	Iteration 13Q: 3 clusters Score -3109312 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3109336.000000 Penalty: 996.012695
	Iteration 14Q: 3 clusters Score -3109336 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3109346.750000 Penalty: 996.012695
	Iteration 15Q: 3 clusters Score -3109347 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -3109359.000000 Penalty: 996.012695
	Iteration 16Q: 3 clusters Score -3109359 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3109362.500000 Penalty: 996.012695
	Iteration 17Q: 3 clusters Score -3109362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3109360.000000 Penalty: 996.012695
	Iteration 18Q: 3 clusters Score -3109360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3109365.250000 Penalty: 996.012695
	Iteration 19Q: 3 clusters Score -3109365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3109366.000000 Penalty: 996.012695
	Iteration 20F: 3 clusters Score -3109366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3109371.250000 Penalty: 996.012695
	Iteration 21Q: 3 clusters Score -3109371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -3109368.250000 Penalty: 996.012695
	Iteration 22Q: 3 clusters Score -3109368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3109366.500000 Penalty: 996.012695
	Iteration 23Q: 3 clusters Score -3109366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3109366.750000 Penalty: 996.012695
	Iteration 24Q: 3 clusters Score -3109367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -3109365.000000 Penalty: 996.012695
	Iteration 25Q: 3 clusters Score -3109365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3109363.500000 Penalty: 996.012695
	Iteration 26Q: 3 clusters Score -3109364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3109368.250000 Penalty: 996.012695
	Iteration 27Q: 3 clusters Score -3109368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3109369.500000 Penalty: 996.012695
	Iteration 28Q: 3 clusters Score -3109370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3109371.000000 Penalty: 996.012695
	Iteration 29Q: 3 clusters Score -3109371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3109368.500000 Penalty: 996.012695
	Iteration 30Q: 3 clusters Score -3109368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3109365.500000 Penalty: 996.012695
	Iteration 31Q: 3 clusters Score -3109366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3109359.500000 Penalty: 996.012695
	Iteration 32Q: 3 clusters Score -3109360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3109360.250000 Penalty: 996.012695
	Iteration 33Q: 3 clusters Score -3109360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3109360.250000 Penalty: 996.012695
	Iteration 34Q: 3 clusters Score -3109360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3109363.000000 Penalty: 996.012695
	Iteration 35Q: 3 clusters Score -3109363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3109362.750000 Penalty: 996.012695
	Iteration 36Q: 3 clusters Score -3109363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3109364.250000 Penalty: 996.012695
	Iteration 37Q: 3 clusters Score -3109364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -3109364.250000 Penalty: 996.012695
	Iteration 38F: 3 clusters Score -3109364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -3517.657227 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -3517.657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3381.870605 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -3381.871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -3468.569580 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -3468.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -3506.832520 Penalty: 415.355682
	Iteration 2F: 3 clusters Score -3506.833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3520.011230 Penalty: 415.355682
	Iteration 3F: 3 clusters Score -3520.011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 27657 members 
Mstep: Class 3 contains 95297 members 
Mstep: Class 4 contains 62691 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 12321 members 
Mstep: Class 7 contains 80107 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 62019 members 
Mstep: Class 10 contains 32405 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 76327 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 15 contains 11311 members 
Mstep: Class 16 contains 55987 members 
Mstep: Class 17 contains 1981 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 19 contains 18054 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 22549 members 
Mstep: Class 22 contains 6499 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 16846 members 
Mstep: Class 25 contains 79825 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 176389 members 
Mstep: Class 28 contains 164509 members 
Mstep: Class 29 contains 69531 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 44690 members 
Mstep: Class 32 contains 56681 members 
Mstep: Class 33 contains 24 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 141651 members 
Mstep: Class 36 contains 79357 members 
Mstep: Class 37 contains 15002 members 
Mstep: Class 38 contains 72 members 
Mstep: Class 39 contains 130332 members 
Mstep: Class 40 contains 7929 members 
Mstep: Class 41 contains 19278 members 
Mstep: Class 42 contains 86297 members 
Mstep: Class 43 contains 6539 members 
Entering Unmasked Estep 
Score: -87402152.000000 Penalty: 28102.771484
Splitting cluster 33 changes total score from -87404472.000000 to -87402152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (5963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Entering Unmasked Estep 
Score: -335113.937500 Penalty: 395.546448
	Iteration 0F: 2 clusters Score -335113.9 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 3030 members 
Entering Unmasked Estep 
Score: -331169.000000 Penalty: 791.092896
	Iteration 0F: 3 clusters Score -331169 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -332641.562500 Penalty: 791.092896
	Iteration 1F: 3 clusters Score -332641.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -332770.750000 Penalty: 791.092896
	Iteration 2Q: 3 clusters Score -332770.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -332919.312500 Penalty: 791.092896
	Iteration 3F: 3 clusters Score -332919.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -333079.218750 Penalty: 791.092896
	Iteration 4Q: 3 clusters Score -333079.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -333301.093750 Penalty: 791.092896
	Iteration 5F: 3 clusters Score -333301.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -333546.625000 Penalty: 791.092896
	Iteration 6F: 3 clusters Score -333546.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -333743.937500 Penalty: 791.092896
	Iteration 7F: 3 clusters Score -333743.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -333852.718750 Penalty: 791.092896
	Iteration 8Q: 3 clusters Score -333852.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -333913.500000 Penalty: 791.092896
	Iteration 9Q: 3 clusters Score -333913.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -333968.218750 Penalty: 791.092896
	Iteration 10Q: 3 clusters Score -333968.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -334004.937500 Penalty: 791.092896
	Iteration 11Q: 3 clusters Score -334004.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -334026.750000 Penalty: 791.092896
	Iteration 12Q: 3 clusters Score -334026.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -334044.562500 Penalty: 791.092896
	Iteration 13Q: 3 clusters Score -334044.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -334057.500000 Penalty: 791.092896
	Iteration 14Q: 3 clusters Score -334057.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -334064.281250 Penalty: 791.092896
	Iteration 15Q: 3 clusters Score -334064.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -334070.812500 Penalty: 791.092896
	Iteration 16Q: 3 clusters Score -334070.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -334080.281250 Penalty: 791.092896
	Iteration 17Q: 3 clusters Score -334080.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -334086.500000 Penalty: 791.092896
	Iteration 18Q: 3 clusters Score -334086.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -334090.750000 Penalty: 791.092896
	Iteration 19Q: 3 clusters Score -334090.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -334094.531250 Penalty: 791.092896
	Iteration 20F: 3 clusters Score -334094.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -334097.937500 Penalty: 791.092896
	Iteration 21Q: 3 clusters Score -334097.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -334101.875000 Penalty: 791.092896
	Iteration 22Q: 3 clusters Score -334101.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -334104.031250 Penalty: 791.092896
	Iteration 23Q: 3 clusters Score -334104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -334107.062500 Penalty: 791.092896
	Iteration 24Q: 3 clusters Score -334107.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -334111.250000 Penalty: 791.092896
	Iteration 25Q: 3 clusters Score -334111.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -334117.718750 Penalty: 791.092896
	Iteration 26Q: 3 clusters Score -334117.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -334124.500000 Penalty: 791.092896
	Iteration 27Q: 3 clusters Score -334124.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -334129.656250 Penalty: 791.092896
	Iteration 28Q: 3 clusters Score -334129.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -334135.812500 Penalty: 791.092896
	Iteration 29Q: 3 clusters Score -334135.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -334139.406250 Penalty: 791.092896
	Iteration 30Q: 3 clusters Score -334139.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -334143.718750 Penalty: 791.092896
	Iteration 31Q: 3 clusters Score -334143.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -334152.750000 Penalty: 791.092896
	Iteration 32Q: 3 clusters Score -334152.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -334163.343750 Penalty: 791.092896
	Iteration 33Q: 3 clusters Score -334163.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -334173.500000 Penalty: 791.092896
	Iteration 34Q: 3 clusters Score -334173.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -334186.250000 Penalty: 791.092896
	Iteration 35Q: 3 clusters Score -334186.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -334199.812500 Penalty: 791.092896
	Iteration 36Q: 3 clusters Score -334199.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -334211.000000 Penalty: 791.092896
	Iteration 37Q: 3 clusters Score -334211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -334222.562500 Penalty: 791.092896
	Iteration 38Q: 3 clusters Score -334222.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -334235.218750 Penalty: 791.092896
	Iteration 39Q: 3 clusters Score -334235.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -334243.656250 Penalty: 791.092896
	Iteration 40F: 3 clusters Score -334243.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -334254.656250 Penalty: 791.092896
	Iteration 41Q: 3 clusters Score -334254.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -334264.968750 Penalty: 791.092896
	Iteration 42Q: 3 clusters Score -334265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -334273.250000 Penalty: 791.092896
	Iteration 43Q: 3 clusters Score -334273.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -334284.937500 Penalty: 791.092896
	Iteration 44Q: 3 clusters Score -334284.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -334298.031250 Penalty: 791.092896
	Iteration 45Q: 3 clusters Score -334298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -334315.343750 Penalty: 791.092896
	Iteration 46Q: 3 clusters Score -334315.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -334332.812500 Penalty: 791.092896
	Iteration 47Q: 3 clusters Score -334332.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -334346.000000 Penalty: 791.092896
	Iteration 48Q: 3 clusters Score -334346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -334356.062500 Penalty: 791.092896
	Iteration 49Q: 3 clusters Score -334356.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -334366.937500 Penalty: 791.092896
	Iteration 50Q: 3 clusters Score -334366.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -334375.343750 Penalty: 791.092896
	Iteration 51Q: 3 clusters Score -334375.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -334389.437500 Penalty: 791.092896
	Iteration 52Q: 3 clusters Score -334389.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -334402.562500 Penalty: 791.092896
	Iteration 53Q: 3 clusters Score -334402.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -334416.968750 Penalty: 791.092896
	Iteration 54Q: 3 clusters Score -334417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -334436.562500 Penalty: 791.092896
	Iteration 55Q: 3 clusters Score -334436.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -334458.312500 Penalty: 791.092896
	Iteration 56Q: 3 clusters Score -334458.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -334477.937500 Penalty: 791.092896
	Iteration 57Q: 3 clusters Score -334477.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -334497.593750 Penalty: 791.092896
	Iteration 58Q: 3 clusters Score -334497.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -334512.000000 Penalty: 791.092896
	Iteration 59Q: 3 clusters Score -334512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -334522.718750 Penalty: 791.092896
	Iteration 60F: 3 clusters Score -334522.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -334531.625000 Penalty: 791.092896
	Iteration 61Q: 3 clusters Score -334531.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -334541.687500 Penalty: 791.092896
	Iteration 62Q: 3 clusters Score -334541.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -334555.718750 Penalty: 791.092896
	Iteration 63Q: 3 clusters Score -334555.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -334576.218750 Penalty: 791.092896
	Iteration 64Q: 3 clusters Score -334576.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -334595.531250 Penalty: 791.092896
	Iteration 65Q: 3 clusters Score -334595.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -334618.781250 Penalty: 791.092896
	Iteration 66Q: 3 clusters Score -334618.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -334641.468750 Penalty: 791.092896
	Iteration 67Q: 3 clusters Score -334641.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -334661.406250 Penalty: 791.092896
	Iteration 68Q: 3 clusters Score -334661.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -334678.187500 Penalty: 791.092896
	Iteration 69Q: 3 clusters Score -334678.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -334690.343750 Penalty: 791.092896
	Iteration 70Q: 3 clusters Score -334690.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -334697.781250 Penalty: 791.092896
	Iteration 71Q: 3 clusters Score -334697.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -334710.031250 Penalty: 791.092896
	Iteration 72Q: 3 clusters Score -334710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -334719.437500 Penalty: 791.092896
	Iteration 73Q: 3 clusters Score -334719.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -334724.812500 Penalty: 791.092896
	Iteration 74Q: 3 clusters Score -334724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -334729.656250 Penalty: 791.092896
	Iteration 75Q: 3 clusters Score -334729.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -334731.812500 Penalty: 791.092896
	Iteration 76Q: 3 clusters Score -334731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -334735.687500 Penalty: 791.092896
	Iteration 77Q: 3 clusters Score -334735.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -334743.562500 Penalty: 791.092896
	Iteration 78Q: 3 clusters Score -334743.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -334751.937500 Penalty: 791.092896
	Iteration 79Q: 3 clusters Score -334751.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -334760.343750 Penalty: 791.092896
	Iteration 80F: 3 clusters Score -334760.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -334765.031250 Penalty: 791.092896
	Iteration 81Q: 3 clusters Score -334765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -334767.093750 Penalty: 791.092896
	Iteration 82Q: 3 clusters Score -334767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -334770.062500 Penalty: 791.092896
	Iteration 83Q: 3 clusters Score -334770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -334772.031250 Penalty: 791.092896
	Iteration 84Q: 3 clusters Score -334772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -334772.562500 Penalty: 791.092896
	Iteration 85Q: 3 clusters Score -334772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -334773.906250 Penalty: 791.092896
	Iteration 86Q: 3 clusters Score -334773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -334773.906250 Penalty: 791.092896
	Iteration 87F: 3 clusters Score -334773.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (141651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141651 members 
Entering Unmasked Estep 
Score: -7517833.500000 Penalty: 539.681030
	Iteration 0F: 2 clusters Score -7517834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -7432375.000000 Penalty: 1079.362061
	Iteration 0F: 3 clusters Score -7432375 nChanged 69571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -7477503.500000 Penalty: 1079.362061
	Iteration 1F: 3 clusters Score -7477504 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -7481989.000000 Penalty: 1079.362061
	Iteration 2F: 3 clusters Score -7481989 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -7488728.000000 Penalty: 1079.362061
	Iteration 3F: 3 clusters Score -7488728 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120946 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -7497781.500000 Penalty: 1079.362061
	Iteration 4F: 3 clusters Score -7497782 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131596 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -7507390.500000 Penalty: 1079.362061
	Iteration 5F: 3 clusters Score -7507390 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -7513825.500000 Penalty: 1079.362061
	Iteration 6Q: 3 clusters Score -7513826 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140803 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7516504.500000 Penalty: 1079.362061
	Iteration 7Q: 3 clusters Score -7516504 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141456 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7517120.500000 Penalty: 1079.362061
	Iteration 8Q: 3 clusters Score -7517120 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141592 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -7517288.000000 Penalty: 1079.362061
	Iteration 9Q: 3 clusters Score -7517288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141602 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -7517315.000000 Penalty: 1079.362061
	Iteration 10Q: 3 clusters Score -7517315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141609 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -7517332.500000 Penalty: 1079.362061
	Iteration 11Q: 3 clusters Score -7517332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141611 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7517347.000000 Penalty: 1079.362061
	Iteration 12Q: 3 clusters Score -7517347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141611 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7517352.500000 Penalty: 1079.362061
	Iteration 13Q: 3 clusters Score -7517352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141611 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -7517361.500000 Penalty: 1079.362061
	Iteration 14Q: 3 clusters Score -7517362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141612 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -7517365.000000 Penalty: 1079.362061
	Iteration 15Q: 3 clusters Score -7517365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141613 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7517365.000000 Penalty: 1079.362061
	Iteration 16Q: 3 clusters Score -7517365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141613 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7517365.000000 Penalty: 1079.362061
	Iteration 17F: 3 clusters Score -7517365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (79357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Entering Unmasked Estep 
Score: -4362952.500000 Penalty: 513.317871
	Iteration 0F: 2 clusters Score -4362952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -4309503.500000 Penalty: 1026.635742
	Iteration 0F: 3 clusters Score -4309504 nChanged 38695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -4334088.000000 Penalty: 1026.635742
	Iteration 1F: 3 clusters Score -4334088 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -4336174.500000 Penalty: 1026.635742
	Iteration 2F: 3 clusters Score -4336174 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4339710.500000 Penalty: 1026.635742
	Iteration 3F: 3 clusters Score -4339710 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4346087.500000 Penalty: 1026.635742
	Iteration 4F: 3 clusters Score -4346088 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4353626.000000 Penalty: 1026.635742
	Iteration 5F: 3 clusters Score -4353626 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -4357296.500000 Penalty: 1026.635742
	Iteration 6F: 3 clusters Score -4357296 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -4358981.000000 Penalty: 1026.635742
	Iteration 7Q: 3 clusters Score -4358981 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4359983.000000 Penalty: 1026.635742
	Iteration 8Q: 3 clusters Score -4359983 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4360637.000000 Penalty: 1026.635742
	Iteration 9Q: 3 clusters Score -4360637 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -4361025.000000 Penalty: 1026.635742
	Iteration 10Q: 3 clusters Score -4361025 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4361273.000000 Penalty: 1026.635742
	Iteration 11Q: 3 clusters Score -4361273 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -4361411.500000 Penalty: 1026.635742
	Iteration 12Q: 3 clusters Score -4361412 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -4361493.000000 Penalty: 1026.635742
	Iteration 13Q: 3 clusters Score -4361493 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -4361532.500000 Penalty: 1026.635742
	Iteration 14Q: 3 clusters Score -4361532 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -4361583.500000 Penalty: 1026.635742
	Iteration 15Q: 3 clusters Score -4361584 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4361614.500000 Penalty: 1026.635742
	Iteration 16Q: 3 clusters Score -4361614 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -4361632.500000 Penalty: 1026.635742
	Iteration 17Q: 3 clusters Score -4361632 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4361642.500000 Penalty: 1026.635742
	Iteration 18Q: 3 clusters Score -4361642 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4361654.000000 Penalty: 1026.635742
	Iteration 19Q: 3 clusters Score -4361654 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4361658.000000 Penalty: 1026.635742
	Iteration 20F: 3 clusters Score -4361658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4361659.000000 Penalty: 1026.635742
	Iteration 21Q: 3 clusters Score -4361659 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -4361666.000000 Penalty: 1026.635742
	Iteration 22Q: 3 clusters Score -4361666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4361665.500000 Penalty: 1026.635742
	Iteration 23Q: 3 clusters Score -4361666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4361670.500000 Penalty: 1026.635742
	Iteration 24Q: 3 clusters Score -4361670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4361684.000000 Penalty: 1026.635742
	Iteration 25Q: 3 clusters Score -4361684 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -4361685.500000 Penalty: 1026.635742
	Iteration 26Q: 3 clusters Score -4361686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -4361687.500000 Penalty: 1026.635742
	Iteration 27Q: 3 clusters Score -4361688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -4361673.000000 Penalty: 1026.635742
	Iteration 28Q: 3 clusters Score -4361673 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -4361687.500000 Penalty: 1026.635742
	Iteration 29Q: 3 clusters Score -4361688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4361690.000000 Penalty: 1026.635742
	Iteration 30Q: 3 clusters Score -4361690 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -4361683.000000 Penalty: 1026.635742
	Iteration 31Q: 3 clusters Score -4361683 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -4361677.500000 Penalty: 1026.635742
	Iteration 32Q: 3 clusters Score -4361678 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4361682.500000 Penalty: 1026.635742
	Iteration 33Q: 3 clusters Score -4361682 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4361709.000000 Penalty: 1026.635742
	Iteration 34Q: 3 clusters Score -4361709 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4361719.000000 Penalty: 1026.635742
	Iteration 35Q: 3 clusters Score -4361719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -4361705.500000 Penalty: 1026.635742
	Iteration 36Q: 3 clusters Score -4361706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4361697.500000 Penalty: 1026.635742
	Iteration 37Q: 3 clusters Score -4361698 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -4361686.500000 Penalty: 1026.635742
	Iteration 38Q: 3 clusters Score -4361686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -4361679.000000 Penalty: 1026.635742
	Iteration 39Q: 3 clusters Score -4361679 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4361677.000000 Penalty: 1026.635742
	Iteration 40F: 3 clusters Score -4361677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4361677.000000 Penalty: 1026.635742
	Iteration 41Q: 3 clusters Score -4361677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -4361678.000000 Penalty: 1026.635742
	Iteration 42Q: 3 clusters Score -4361678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4361686.500000 Penalty: 1026.635742
	Iteration 43Q: 3 clusters Score -4361686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -4361685.000000 Penalty: 1026.635742
	Iteration 44Q: 3 clusters Score -4361685 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4361683.500000 Penalty: 1026.635742
	Iteration 45Q: 3 clusters Score -4361684 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4361678.500000 Penalty: 1026.635742
	Iteration 46Q: 3 clusters Score -4361678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4361696.500000 Penalty: 1026.635742
	Iteration 47Q: 3 clusters Score -4361696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -4361694.000000 Penalty: 1026.635742
	Iteration 48Q: 3 clusters Score -4361694 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -4361691.000000 Penalty: 1026.635742
	Iteration 49Q: 3 clusters Score -4361691 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -4361692.500000 Penalty: 1026.635742
	Iteration 50Q: 3 clusters Score -4361692 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4361698.000000 Penalty: 1026.635742
	Iteration 51Q: 3 clusters Score -4361698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4361691.500000 Penalty: 1026.635742
	Iteration 52Q: 3 clusters Score -4361692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4361695.500000 Penalty: 1026.635742
	Iteration 53Q: 3 clusters Score -4361696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4361697.500000 Penalty: 1026.635742
	Iteration 54Q: 3 clusters Score -4361698 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -4361701.500000 Penalty: 1026.635742
	Iteration 55Q: 3 clusters Score -4361702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4361705.000000 Penalty: 1026.635742
	Iteration 56Q: 3 clusters Score -4361705 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4361707.000000 Penalty: 1026.635742
	Iteration 57Q: 3 clusters Score -4361707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -4361711.500000 Penalty: 1026.635742
	Iteration 58Q: 3 clusters Score -4361712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -4361704.500000 Penalty: 1026.635742
	Iteration 59Q: 3 clusters Score -4361704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -4361702.500000 Penalty: 1026.635742
	Iteration 60F: 3 clusters Score -4361702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -4361707.000000 Penalty: 1026.635742
	Iteration 61Q: 3 clusters Score -4361707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4361705.500000 Penalty: 1026.635742
	Iteration 62Q: 3 clusters Score -4361706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -4361702.000000 Penalty: 1026.635742
	Iteration 63Q: 3 clusters Score -4361702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4361707.000000 Penalty: 1026.635742
	Iteration 64Q: 3 clusters Score -4361707 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4361710.000000 Penalty: 1026.635742
	Iteration 65Q: 3 clusters Score -4361710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4361719.500000 Penalty: 1026.635742
	Iteration 66Q: 3 clusters Score -4361720 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4361721.500000 Penalty: 1026.635742
	Iteration 67Q: 3 clusters Score -4361722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4361720.000000 Penalty: 1026.635742
	Iteration 68Q: 3 clusters Score -4361720 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4361725.500000 Penalty: 1026.635742
	Iteration 69Q: 3 clusters Score -4361726 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -4361728.000000 Penalty: 1026.635742
	Iteration 70Q: 3 clusters Score -4361728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4361730.000000 Penalty: 1026.635742
	Iteration 71Q: 3 clusters Score -4361730 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4361718.500000 Penalty: 1026.635742
	Iteration 72Q: 3 clusters Score -4361718 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -4361721.000000 Penalty: 1026.635742
	Iteration 73Q: 3 clusters Score -4361721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4361715.500000 Penalty: 1026.635742
	Iteration 74Q: 3 clusters Score -4361716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -4361714.000000 Penalty: 1026.635742
	Iteration 75Q: 3 clusters Score -4361714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4361714.500000 Penalty: 1026.635742
	Iteration 76Q: 3 clusters Score -4361714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -4361721.000000 Penalty: 1026.635742
	Iteration 77Q: 3 clusters Score -4361721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -4361726.000000 Penalty: 1026.635742
	Iteration 78Q: 3 clusters Score -4361726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 36020 members 
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	Iteration 80F: 3 clusters Score -4361717 nChanged 56
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Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43228 members 
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Mstep: Class 1 contains 43149 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42966 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42831 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4361746 nChanged 60
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Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4361742 nChanged 56
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Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4361738 nChanged 55
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Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4361743 nChanged 46
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Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4361745 nChanged 47
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Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4361734 nChanged 24
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Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4361732 nChanged 16
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Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4361730 nChanged 34
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Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4361728 nChanged 32
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Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4361726 nChanged 52
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Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4361719 nChanged 57
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Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4361722 nChanged 41
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Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 37044 members 
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	Iteration 99Q: 3 clusters Score -4361730 nChanged 22
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Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4361730 nChanged 33
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Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4361730 nChanged 76
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Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4361742 nChanged 81
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Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4361746 nChanged 61
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Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4361742 nChanged 33
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Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4361742 nChanged 30
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Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4361734 nChanged 30
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Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4361736 nChanged 71
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Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4361758 nChanged 86
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Mstep: Class 1 contains 41381 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4361754 nChanged 91
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Mstep: Class 1 contains 41290 members 
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	Iteration 114Q: 3 clusters Score -4361752 nChanged 73
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Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4361748 nChanged 60
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Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 38200 members 
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	Iteration 116Q: 3 clusters Score -4361745 nChanged 62
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Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4361742 nChanged 36
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Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4361743 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4361736 nChanged 49
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Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4361735 nChanged 66
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Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 38460 members 
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	Iteration 121Q: 3 clusters Score -4361734 nChanged 82
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Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4361746 nChanged 94
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Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4361742 nChanged 145
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Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 38781 members 
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	Iteration 124Q: 3 clusters Score -4361728 nChanged 115
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Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 38896 members 
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	Iteration 125Q: 3 clusters Score -4361734 nChanged 74
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Mstep: Class 1 contains 40387 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4361738 nChanged 65
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Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 39035 members 
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	Iteration 127Q: 3 clusters Score -4361738 nChanged 75
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Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 39110 members 
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	Iteration 128Q: 3 clusters Score -4361745 nChanged 80
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Mstep: Class 1 contains 40167 members 
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	Iteration 129Q: 3 clusters Score -4361746 nChanged 59
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Mstep: Class 1 contains 40108 members 
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	Iteration 130Q: 3 clusters Score -4361754 nChanged 82
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	Iteration 131Q: 3 clusters Score -4361759 nChanged 87
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	Iteration 133Q: 3 clusters Score -4361760 nChanged 114
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	Iteration 135Q: 3 clusters Score -4361752 nChanged 64
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	Iteration 137Q: 3 clusters Score -4361740 nChanged 66
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	Iteration 139Q: 3 clusters Score -4361742 nChanged 120
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Mstep: Class 1 contains 39255 members 
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	Iteration 140F: 3 clusters Score -4361732 nChanged 129
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	Iteration 141Q: 3 clusters Score -4361723 nChanged 101
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	Iteration 142Q: 3 clusters Score -4361720 nChanged 83
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Mstep: Class 1 contains 38942 members 
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	Iteration 143Q: 3 clusters Score -4361726 nChanged 49
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	Iteration 144Q: 3 clusters Score -4361726 nChanged 47
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	Iteration 145Q: 3 clusters Score -4361718 nChanged 56
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	Iteration 146Q: 3 clusters Score -4361722 nChanged 64
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	Iteration 148Q: 3 clusters Score -4361712 nChanged 39
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	Iteration 149Q: 3 clusters Score -4361714 nChanged 26
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	Iteration 150Q: 3 clusters Score -4361715 nChanged 10
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	Iteration 151Q: 3 clusters Score -4361712 nChanged 17
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	Iteration 152Q: 3 clusters Score -4361712 nChanged 12
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	Iteration 154Q: 3 clusters Score -4361710 nChanged 9
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	Iteration 156Q: 3 clusters Score -4361706 nChanged 7
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	Iteration 158Q: 3 clusters Score -4361706 nChanged 7
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	Iteration 159Q: 3 clusters Score -4361706 nChanged 10
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	Iteration 160F: 3 clusters Score -4361708 nChanged 8
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	Iteration 161Q: 3 clusters Score -4361710 nChanged 19
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	Iteration 162Q: 3 clusters Score -4361714 nChanged 12
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	Iteration 163Q: 3 clusters Score -4361714 nChanged 11
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	Iteration 164Q: 3 clusters Score -4361710 nChanged 8
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	Iteration 165Q: 3 clusters Score -4361710 nChanged 7
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	Iteration 166Q: 3 clusters Score -4361717 nChanged 12
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	Iteration 167Q: 3 clusters Score -4361716 nChanged 37
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	Iteration 168Q: 3 clusters Score -4361717 nChanged 23
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	Iteration 169Q: 3 clusters Score -4361718 nChanged 9
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	Iteration 171Q: 3 clusters Score -4361712 nChanged 11
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Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -4361709.000000 Penalty: 1026.635742
	Iteration 172Q: 3 clusters Score -4361709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -4361698.500000 Penalty: 1026.635742
	Iteration 173Q: 3 clusters Score -4361698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -4361702.500000 Penalty: 1026.635742
	Iteration 174Q: 3 clusters Score -4361702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -4361708.500000 Penalty: 1026.635742
	Iteration 175Q: 3 clusters Score -4361708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -4361708.500000 Penalty: 1026.635742
	Iteration 176Q: 3 clusters Score -4361708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -4361703.000000 Penalty: 1026.635742
	Iteration 177Q: 3 clusters Score -4361703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -4361694.000000 Penalty: 1026.635742
	Iteration 178Q: 3 clusters Score -4361694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -4361699.000000 Penalty: 1026.635742
	Iteration 179Q: 3 clusters Score -4361699 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -4361695.000000 Penalty: 1026.635742
	Iteration 180F: 3 clusters Score -4361695 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -4361704.000000 Penalty: 1026.635742
	Iteration 181Q: 3 clusters Score -4361704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -4361709.500000 Penalty: 1026.635742
	Iteration 182Q: 3 clusters Score -4361710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4361702.500000 Penalty: 1026.635742
	Iteration 183Q: 3 clusters Score -4361702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4361701.500000 Penalty: 1026.635742
	Iteration 184Q: 3 clusters Score -4361702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -4361706.500000 Penalty: 1026.635742
	Iteration 185Q: 3 clusters Score -4361706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -4361709.000000 Penalty: 1026.635742
	Iteration 186Q: 3 clusters Score -4361709 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -4361709.500000 Penalty: 1026.635742
	Iteration 187Q: 3 clusters Score -4361710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -4361720.000000 Penalty: 1026.635742
	Iteration 188Q: 3 clusters Score -4361720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -4361725.000000 Penalty: 1026.635742
	Iteration 189Q: 3 clusters Score -4361725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -4361724.000000 Penalty: 1026.635742
	Iteration 190Q: 3 clusters Score -4361724 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -4361725.000000 Penalty: 1026.635742
	Iteration 191Q: 3 clusters Score -4361725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -4361717.000000 Penalty: 1026.635742
	Iteration 192Q: 3 clusters Score -4361717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -4361714.000000 Penalty: 1026.635742
	Iteration 193Q: 3 clusters Score -4361714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -4361721.000000 Penalty: 1026.635742
	Iteration 194Q: 3 clusters Score -4361721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -4361719.500000 Penalty: 1026.635742
	Iteration 195Q: 3 clusters Score -4361720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -4361709.500000 Penalty: 1026.635742
	Iteration 196Q: 3 clusters Score -4361710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -4361706.000000 Penalty: 1026.635742
	Iteration 197Q: 3 clusters Score -4361706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -4361712.000000 Penalty: 1026.635742
	Iteration 198Q: 3 clusters Score -4361712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -4361713.500000 Penalty: 1026.635742
	Iteration 199Q: 3 clusters Score -4361714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -4361719.500000 Penalty: 1026.635742
	Iteration 200F: 3 clusters Score -4361720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -4361719.000000 Penalty: 1026.635742
	Iteration 201Q: 3 clusters Score -4361719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -4361717.500000 Penalty: 1026.635742
	Iteration 202Q: 3 clusters Score -4361718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -4361711.500000 Penalty: 1026.635742
	Iteration 203Q: 3 clusters Score -4361712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -4361704.000000 Penalty: 1026.635742
	Iteration 204Q: 3 clusters Score -4361704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -4361707.000000 Penalty: 1026.635742
	Iteration 205Q: 3 clusters Score -4361707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -4361711.500000 Penalty: 1026.635742
	Iteration 206Q: 3 clusters Score -4361712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -4361706.500000 Penalty: 1026.635742
	Iteration 207Q: 3 clusters Score -4361706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -4361706.500000 Penalty: 1026.635742
	Iteration 208F: 3 clusters Score -4361706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (15002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Entering Unmasked Estep 
Score: -760252.937500 Penalty: 437.525238
	Iteration 0F: 2 clusters Score -760252.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -750233.687500 Penalty: 875.050476
	Iteration 0F: 3 clusters Score -750233.7 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -754322.562500 Penalty: 875.050476
	Iteration 1F: 3 clusters Score -754322.6 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -754632.812500 Penalty: 875.050476
	Iteration 2F: 3 clusters Score -754632.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -755051.687500 Penalty: 875.050476
	Iteration 3F: 3 clusters Score -755051.7 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -755650.687500 Penalty: 875.050476
	Iteration 4F: 3 clusters Score -755650.7 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -756516.812500 Penalty: 875.050476
	Iteration 5F: 3 clusters Score -756516.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -757456.312500 Penalty: 875.050476
	Iteration 6F: 3 clusters Score -757456.3 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -758070.687500 Penalty: 875.050476
	Iteration 7F: 3 clusters Score -758070.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -758409.000000 Penalty: 875.050476
	Iteration 8Q: 3 clusters Score -758409 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -758659.187500 Penalty: 875.050476
	Iteration 9Q: 3 clusters Score -758659.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -758863.687500 Penalty: 875.050476
	Iteration 10Q: 3 clusters Score -758863.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -759045.062500 Penalty: 875.050476
	Iteration 11Q: 3 clusters Score -759045.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -759213.625000 Penalty: 875.050476
	Iteration 12Q: 3 clusters Score -759213.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -759367.437500 Penalty: 875.050476
	Iteration 13Q: 3 clusters Score -759367.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -759534.625000 Penalty: 875.050476
	Iteration 14Q: 3 clusters Score -759534.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -759653.812500 Penalty: 875.050476
	Iteration 15Q: 3 clusters Score -759653.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -759750.125000 Penalty: 875.050476
	Iteration 16Q: 3 clusters Score -759750.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -759806.562500 Penalty: 875.050476
	Iteration 17Q: 3 clusters Score -759806.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -759837.937500 Penalty: 875.050476
	Iteration 18Q: 3 clusters Score -759837.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -759852.812500 Penalty: 875.050476
	Iteration 19Q: 3 clusters Score -759852.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -759871.812500 Penalty: 875.050476
	Iteration 20F: 3 clusters Score -759871.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -759879.312500 Penalty: 875.050476
	Iteration 21Q: 3 clusters Score -759879.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -759879.937500 Penalty: 875.050476
	Iteration 22Q: 3 clusters Score -759879.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -759880.937500 Penalty: 875.050476
	Iteration 23Q: 3 clusters Score -759880.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -759881.250000 Penalty: 875.050476
	Iteration 24Q: 3 clusters Score -759881.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -759881.062500 Penalty: 875.050476
	Iteration 25Q: 3 clusters Score -759881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -759881.812500 Penalty: 875.050476
	Iteration 26Q: 3 clusters Score -759881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -759882.562500 Penalty: 875.050476
	Iteration 27Q: 3 clusters Score -759882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -759882.437500 Penalty: 875.050476
	Iteration 28Q: 3 clusters Score -759882.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -759882.437500 Penalty: 875.050476
	Iteration 29Q: 3 clusters Score -759882.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -759881.375000 Penalty: 875.050476
	Iteration 30Q: 3 clusters Score -759881.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -759882.812500 Penalty: 875.050476
	Iteration 31Q: 3 clusters Score -759882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -759882.500000 Penalty: 875.050476
	Iteration 32Q: 3 clusters Score -759882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -759882.875000 Penalty: 875.050476
	Iteration 33Q: 3 clusters Score -759882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -759881.875000 Penalty: 875.050476
	Iteration 34Q: 3 clusters Score -759881.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -759882.000000 Penalty: 875.050476
	Iteration 35Q: 3 clusters Score -759882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -759881.312500 Penalty: 875.050476
	Iteration 36Q: 3 clusters Score -759881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -759882.875000 Penalty: 875.050476
	Iteration 37Q: 3 clusters Score -759882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -759883.687500 Penalty: 875.050476
	Iteration 38Q: 3 clusters Score -759883.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -759883.937500 Penalty: 875.050476
	Iteration 39Q: 3 clusters Score -759883.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -759882.875000 Penalty: 875.050476
	Iteration 40F: 3 clusters Score -759882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -759883.375000 Penalty: 875.050476
	Iteration 41Q: 3 clusters Score -759883.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -759883.375000 Penalty: 875.050476
	Iteration 42F: 3 clusters Score -759883.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (130332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130332 members 
Entering Unmasked Estep 
Score: -6790990.000000 Penalty: 535.891724
	Iteration 0F: 2 clusters Score -6790990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -6704363.000000 Penalty: 1071.783447
	Iteration 0F: 3 clusters Score -6704363 nChanged 63887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 68308 members 
Entering Unmasked Estep 
Score: -6744043.000000 Penalty: 1071.783447
	Iteration 1F: 3 clusters Score -6744043 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -6746518.500000 Penalty: 1071.783447
	Iteration 2Q: 3 clusters Score -6746518 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 72368 members 
Entering Unmasked Estep 
Score: -6750688.000000 Penalty: 1071.783447
	Iteration 3F: 3 clusters Score -6750688 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -6756695.500000 Penalty: 1071.783447
	Iteration 4F: 3 clusters Score -6756696 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -6763812.000000 Penalty: 1071.783447
	Iteration 5F: 3 clusters Score -6763812 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -6769685.000000 Penalty: 1071.783447
	Iteration 6F: 3 clusters Score -6769685 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -6772503.000000 Penalty: 1071.783447
	Iteration 7Q: 3 clusters Score -6772503 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -6773573.500000 Penalty: 1071.783447
	Iteration 8Q: 3 clusters Score -6773574 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -6774329.500000 Penalty: 1071.783447
	Iteration 9Q: 3 clusters Score -6774330 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6774925 nChanged 2013
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 83537 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6775568 nChanged 2029
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6776272 nChanged 2004
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6776949 nChanged 1980
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Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6777584 nChanged 1986
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Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6778190 nChanged 1884
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Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6779696 nChanged 1665
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Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6780488 nChanged 1525
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 87149 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6780866 nChanged 1439
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Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6781239 nChanged 1451
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Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6781596 nChanged 1408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6781942 nChanged 1309
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Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6782254 nChanged 1235
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Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 87419 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6782464 nChanged 1162
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Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6782686 nChanged 1034
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Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6782873 nChanged 975
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Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6783000 nChanged 905
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Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 87215 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6783158 nChanged 822
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Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6783236 nChanged 764
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Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6783313 nChanged 690
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Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6783378 nChanged 618
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Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6783446 nChanged 588
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Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6783492 nChanged 566
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Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6783559 nChanged 454
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Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 85835 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6783620 nChanged 424
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Mstep: Class 2 contains 85603 members 
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	Iteration 39Q: 3 clusters Score -6783639 nChanged 398
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Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6783700 nChanged 379
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Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 85080 members 
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	Iteration 41Q: 3 clusters Score -6783739 nChanged 372
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Mstep: Class 1 contains 45532 members 
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	Iteration 42Q: 3 clusters Score -6783772 nChanged 362
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Mstep: Class 1 contains 46140 members 
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	Iteration 46Q: 3 clusters Score -6783914 nChanged 411
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Mstep: Class 1 contains 48071 members 
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	Iteration 49Q: 3 clusters Score -6784065 nChanged 421
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Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 81840 members 
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	Iteration 50Q: 3 clusters Score -6784086 nChanged 458
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Mstep: Class 1 contains 48942 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6784108 nChanged 459
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Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6784156 nChanged 439
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Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50276 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6784202 nChanged 449
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Mstep: Class 2 contains 79609 members 
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	Iteration 55Q: 3 clusters Score -6784262 nChanged 482
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Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 79133 members 
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	Iteration 56Q: 3 clusters Score -6784293 nChanged 503
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Mstep: Class 1 contains 51696 members 
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	Iteration 57Q: 3 clusters Score -6784374 nChanged 505
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	Iteration 58Q: 3 clusters Score -6784412 nChanged 522
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6784459 nChanged 527
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	Iteration 60F: 3 clusters Score -6784543 nChanged 544
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Mstep: Class 1 contains 53774 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6784600 nChanged 515
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	Iteration 62Q: 3 clusters Score -6784619 nChanged 509
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6784652 nChanged 543
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	Iteration 64Q: 3 clusters Score -6784716 nChanged 565
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	Iteration 66Q: 3 clusters Score -6784818 nChanged 544
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	Iteration 68Q: 3 clusters Score -6784823 nChanged 480
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	Iteration 69Q: 3 clusters Score -6784827 nChanged 518
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	Iteration 70Q: 3 clusters Score -6784822 nChanged 557
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Mstep: Class 1 contains 59057 members 
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	Iteration 71Q: 3 clusters Score -6784834 nChanged 559
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6784885 nChanged 576
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	Iteration 74Q: 3 clusters Score -6784970 nChanged 629
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6784974 nChanged 611
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	Iteration 79Q: 3 clusters Score -6784984 nChanged 610
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	Iteration 80F: 3 clusters Score -6784997 nChanged 634
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	Iteration 82Q: 3 clusters Score -6785107 nChanged 652
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Mstep: Class 1 contains 66397 members 
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	Iteration 83Q: 3 clusters Score -6785132 nChanged 677
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	Iteration 84Q: 3 clusters Score -6785129 nChanged 669
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	Iteration 86Q: 3 clusters Score -6785169 nChanged 690
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	Iteration 88Q: 3 clusters Score -6785238 nChanged 674
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	Iteration 89Q: 3 clusters Score -6785266 nChanged 634
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	Iteration 90Q: 3 clusters Score -6785309 nChanged 603
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	Iteration 91Q: 3 clusters Score -6785347 nChanged 643
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	Iteration 93Q: 3 clusters Score -6785446 nChanged 657
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	Iteration 94Q: 3 clusters Score -6785472 nChanged 659
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	Iteration 95Q: 3 clusters Score -6785538 nChanged 691
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	Iteration 96Q: 3 clusters Score -6785541 nChanged 699
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	Iteration 97Q: 3 clusters Score -6785566 nChanged 723
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	Iteration 98Q: 3 clusters Score -6785612 nChanged 770
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	Iteration 99Q: 3 clusters Score -6785614 nChanged 813
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	Iteration 100F: 3 clusters Score -6785654 nChanged 888
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	Iteration 101Q: 3 clusters Score -6785704 nChanged 960
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6785746 nChanged 1051
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6785794 nChanged 1127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6785858 nChanged 1220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6785898 nChanged 1239
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Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6786025 nChanged 1320
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Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6786070 nChanged 1385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6786200 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6786336 nChanged 1488
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6786454 nChanged 1559
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6786492 nChanged 1633
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93351 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6786665 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -6786848.500000 Penalty: 1071.783447
	Iteration 113Q: 3 clusters Score -6786848 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -6787003.000000 Penalty: 1071.783447
	Iteration 114Q: 3 clusters Score -6787003 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98442 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6787248 nChanged 1809
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100251 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6787416 nChanged 1850
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6787674 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103912 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6787861 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105729 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -6788147.500000 Penalty: 1071.783447
	Iteration 119Q: 3 clusters Score -6788148 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -6788381.000000 Penalty: 1071.783447
	Iteration 120F: 3 clusters Score -6788381 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6788608 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110847 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6788866 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112467 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6789082 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114008 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6789268 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115523 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6789577 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117049 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -6789941.500000 Penalty: 1071.783447
	Iteration 126Q: 3 clusters Score -6789942 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118557 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -6790323.500000 Penalty: 1071.783447
	Iteration 127Q: 3 clusters Score -6790324 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -6790772.000000 Penalty: 1071.783447
	Iteration 128Q: 3 clusters Score -6790772 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121403 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6791196 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122640 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -6791362.500000 Penalty: 1071.783447
	Iteration 130Q: 3 clusters Score -6791362 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123700 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6791572 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124639 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6791714 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125357 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6791790 nChanged 595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125952 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6791804 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126427 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6791796 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126803 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6791800 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127088 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -6791769.500000 Penalty: 1071.783447
	Iteration 137Q: 3 clusters Score -6791770 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127344 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -6791755.500000 Penalty: 1071.783447
	Iteration 138Q: 3 clusters Score -6791756 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127574 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6791715.000000 Penalty: 1071.783447
	Iteration 139Q: 3 clusters Score -6791715 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127746 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6791691.500000 Penalty: 1071.783447
	Iteration 140F: 3 clusters Score -6791692 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127909 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -6791649.000000 Penalty: 1071.783447
	Iteration 141Q: 3 clusters Score -6791649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128037 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6791634.500000 Penalty: 1071.783447
	Iteration 142Q: 3 clusters Score -6791634 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128152 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6791594.000000 Penalty: 1071.783447
	Iteration 143Q: 3 clusters Score -6791594 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128251 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6791581.000000 Penalty: 1071.783447
	Iteration 144Q: 3 clusters Score -6791581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128324 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6791571.000000 Penalty: 1071.783447
	Iteration 145Q: 3 clusters Score -6791571 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128382 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6791552.500000 Penalty: 1071.783447
	Iteration 146Q: 3 clusters Score -6791552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128437 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6791534.000000 Penalty: 1071.783447
	Iteration 147Q: 3 clusters Score -6791534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128477 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6791531.000000 Penalty: 1071.783447
	Iteration 148Q: 3 clusters Score -6791531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128511 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6791512.500000 Penalty: 1071.783447
	Iteration 149Q: 3 clusters Score -6791512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128543 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6791509.000000 Penalty: 1071.783447
	Iteration 150Q: 3 clusters Score -6791509 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128581 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6791512.500000 Penalty: 1071.783447
	Iteration 151Q: 3 clusters Score -6791512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128613 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6791506.000000 Penalty: 1071.783447
	Iteration 152Q: 3 clusters Score -6791506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128641 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6791498.000000 Penalty: 1071.783447
	Iteration 153Q: 3 clusters Score -6791498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128667 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6791496.000000 Penalty: 1071.783447
	Iteration 154Q: 3 clusters Score -6791496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128692 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6791487.500000 Penalty: 1071.783447
	Iteration 155Q: 3 clusters Score -6791488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128722 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6791468.000000 Penalty: 1071.783447
	Iteration 156Q: 3 clusters Score -6791468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128744 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6791465.500000 Penalty: 1071.783447
	Iteration 157Q: 3 clusters Score -6791466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128757 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6791467.000000 Penalty: 1071.783447
	Iteration 158Q: 3 clusters Score -6791467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128773 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6791471.000000 Penalty: 1071.783447
	Iteration 159Q: 3 clusters Score -6791471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128784 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6791467.500000 Penalty: 1071.783447
	Iteration 160F: 3 clusters Score -6791468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128792 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6791465.000000 Penalty: 1071.783447
	Iteration 161Q: 3 clusters Score -6791465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6791464.500000 Penalty: 1071.783447
	Iteration 162Q: 3 clusters Score -6791464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128805 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6791464.000000 Penalty: 1071.783447
	Iteration 163Q: 3 clusters Score -6791464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128814 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6791450.500000 Penalty: 1071.783447
	Iteration 164Q: 3 clusters Score -6791450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128823 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6791445.000000 Penalty: 1071.783447
	Iteration 165Q: 3 clusters Score -6791445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128825 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6791435.500000 Penalty: 1071.783447
	Iteration 166Q: 3 clusters Score -6791436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128831 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6791437.000000 Penalty: 1071.783447
	Iteration 167Q: 3 clusters Score -6791437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128832 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6791436.500000 Penalty: 1071.783447
	Iteration 168Q: 3 clusters Score -6791436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128833 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6791434.000000 Penalty: 1071.783447
	Iteration 169Q: 3 clusters Score -6791434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128834 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6791432.500000 Penalty: 1071.783447
	Iteration 170Q: 3 clusters Score -6791432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6791427.500000 Penalty: 1071.783447
	Iteration 171Q: 3 clusters Score -6791428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128839 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6791426.000000 Penalty: 1071.783447
	Iteration 172Q: 3 clusters Score -6791426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128840 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6791425.500000 Penalty: 1071.783447
	Iteration 173Q: 3 clusters Score -6791426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128841 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6791428.000000 Penalty: 1071.783447
	Iteration 174Q: 3 clusters Score -6791428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6791429.500000 Penalty: 1071.783447
	Iteration 175Q: 3 clusters Score -6791430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128846 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6791426.500000 Penalty: 1071.783447
	Iteration 176Q: 3 clusters Score -6791426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128848 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6791424.000000 Penalty: 1071.783447
	Iteration 177Q: 3 clusters Score -6791424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128852 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6791420.000000 Penalty: 1071.783447
	Iteration 178Q: 3 clusters Score -6791420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128853 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6791419.000000 Penalty: 1071.783447
	Iteration 179Q: 3 clusters Score -6791419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128853 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6791419.000000 Penalty: 1071.783447
	Iteration 180F: 3 clusters Score -6791419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 27657 members 
Mstep: Class 3 contains 95297 members 
Mstep: Class 4 contains 62691 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 12321 members 
Mstep: Class 7 contains 80107 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 62019 members 
Mstep: Class 10 contains 32405 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 76327 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 15 contains 11311 members 
Mstep: Class 16 contains 55987 members 
Mstep: Class 17 contains 1981 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 19 contains 18054 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 22549 members 
Mstep: Class 22 contains 6499 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 16846 members 
Mstep: Class 25 contains 79825 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 176389 members 
Mstep: Class 28 contains 164509 members 
Mstep: Class 29 contains 69531 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 44690 members 
Mstep: Class 32 contains 56681 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 141651 members 
Mstep: Class 36 contains 79357 members 
Mstep: Class 37 contains 15002 members 
Mstep: Class 38 contains 1479 members 
Mstep: Class 39 contains 128853 members 
Mstep: Class 40 contains 7929 members 
Mstep: Class 41 contains 19278 members 
Mstep: Class 42 contains 86297 members 
Mstep: Class 43 contains 6539 members 
Entering Unmasked Estep 
Score: -87402600.000000 Penalty: 28102.771484
Splitting cluster 39 changes total score from -87404472.000000 to -87402600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (7929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Entering Unmasked Estep 
Score: -430205.312500 Penalty: 408.511841
	Iteration 0F: 2 clusters Score -430205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -424983.687500 Penalty: 817.023682
	Iteration 0F: 3 clusters Score -424983.7 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -426837.062500 Penalty: 817.023682
	Iteration 1F: 3 clusters Score -426837.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -426932.687500 Penalty: 817.023682
	Iteration 2Q: 3 clusters Score -426932.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -427036.062500 Penalty: 817.023682
	Iteration 3Q: 3 clusters Score -427036.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -427153.125000 Penalty: 817.023682
	Iteration 4Q: 3 clusters Score -427153.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -427264.156250 Penalty: 817.023682
	Iteration 5Q: 3 clusters Score -427264.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -427374.718750 Penalty: 817.023682
	Iteration 6Q: 3 clusters Score -427374.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -427505.875000 Penalty: 817.023682
	Iteration 7Q: 3 clusters Score -427505.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -427670.812500 Penalty: 817.023682
	Iteration 8Q: 3 clusters Score -427670.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -427927.593750 Penalty: 817.023682
	Iteration 9Q: 3 clusters Score -427927.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -428307.937500 Penalty: 817.023682
	Iteration 10F: 3 clusters Score -428307.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -428782.718750 Penalty: 817.023682
	Iteration 11F: 3 clusters Score -428782.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -429312.406250 Penalty: 817.023682
	Iteration 12F: 3 clusters Score -429312.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -429668.125000 Penalty: 817.023682
	Iteration 13Q: 3 clusters Score -429668.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -429888.531250 Penalty: 817.023682
	Iteration 14Q: 3 clusters Score -429888.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -430036.187500 Penalty: 817.023682
	Iteration 15Q: 3 clusters Score -430036.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -430111.843750 Penalty: 817.023682
	Iteration 16Q: 3 clusters Score -430111.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -430137.187500 Penalty: 817.023682
	Iteration 17Q: 3 clusters Score -430137.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -430148.968750 Penalty: 817.023682
	Iteration 18Q: 3 clusters Score -430149 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -430153.406250 Penalty: 817.023682
	Iteration 19Q: 3 clusters Score -430153.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -430155.062500 Penalty: 817.023682
	Iteration 20F: 3 clusters Score -430155.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -430156.281250 Penalty: 817.023682
	Iteration 21Q: 3 clusters Score -430156.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -430156.656250 Penalty: 817.023682
	Iteration 22Q: 3 clusters Score -430156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -430156.781250 Penalty: 817.023682
	Iteration 23Q: 3 clusters Score -430156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -430157.125000 Penalty: 817.023682
	Iteration 24Q: 3 clusters Score -430157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -430157.281250 Penalty: 817.023682
	Iteration 25Q: 3 clusters Score -430157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -430157.281250 Penalty: 817.023682
	Iteration 26F: 3 clusters Score -430157.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Entering Unmasked Estep 
Score: -1055057.875000 Penalty: 448.935760
	Iteration 0F: 2 clusters Score -1055058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1042167.125000 Penalty: 897.871521
	Iteration 0F: 3 clusters Score -1042167 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1047415.062500 Penalty: 897.871521
	Iteration 1F: 3 clusters Score -1047415 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1047836.875000 Penalty: 897.871521
	Iteration 2F: 3 clusters Score -1047837 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1048611.500000 Penalty: 897.871521
	Iteration 3F: 3 clusters Score -1048612 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1049920.875000 Penalty: 897.871521
	Iteration 4F: 3 clusters Score -1049921 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1051618.625000 Penalty: 897.871521
	Iteration 5F: 3 clusters Score -1051619 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1053171.500000 Penalty: 897.871521
	Iteration 6F: 3 clusters Score -1053172 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1054085.000000 Penalty: 897.871521
	Iteration 7Q: 3 clusters Score -1054085 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1054476.250000 Penalty: 897.871521
	Iteration 8Q: 3 clusters Score -1054476 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -1054599.875000 Penalty: 897.871521
	Iteration 9Q: 3 clusters Score -1054600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1054625.750000 Penalty: 897.871521
	Iteration 10Q: 3 clusters Score -1054626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1054651.000000 Penalty: 897.871521
	Iteration 11Q: 3 clusters Score -1054651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -1054659.625000 Penalty: 897.871521
	Iteration 12Q: 3 clusters Score -1054660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1054662.125000 Penalty: 897.871521
	Iteration 13Q: 3 clusters Score -1054662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1054666.250000 Penalty: 897.871521
	Iteration 14Q: 3 clusters Score -1054666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1054671.000000 Penalty: 897.871521
	Iteration 15Q: 3 clusters Score -1054671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1054675.875000 Penalty: 897.871521
	Iteration 16Q: 3 clusters Score -1054676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1054683.375000 Penalty: 897.871521
	Iteration 17Q: 3 clusters Score -1054683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1054684.000000 Penalty: 897.871521
	Iteration 18Q: 3 clusters Score -1054684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1054684.000000 Penalty: 897.871521
	Iteration 19F: 3 clusters Score -1054684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (86297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86297 members 
Entering Unmasked Estep 
Score: -4741842.500000 Penalty: 517.132507
	Iteration 0F: 2 clusters Score -4741842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -4684331.500000 Penalty: 1034.265015
	Iteration 0F: 3 clusters Score -4684332 nChanged 42035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -4712262.000000 Penalty: 1034.265015
	Iteration 1F: 3 clusters Score -4712262 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -4714488.000000 Penalty: 1034.265015
	Iteration 2F: 3 clusters Score -4714488 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -4718107.500000 Penalty: 1034.265015
	Iteration 3F: 3 clusters Score -4718108 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -4723651.000000 Penalty: 1034.265015
	Iteration 4F: 3 clusters Score -4723651 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -4729358.000000 Penalty: 1034.265015
	Iteration 5F: 3 clusters Score -4729358 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -4733082.000000 Penalty: 1034.265015
	Iteration 6F: 3 clusters Score -4733082 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -4735347.000000 Penalty: 1034.265015
	Iteration 7Q: 3 clusters Score -4735347 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
Score: -4737248.000000 Penalty: 1034.265015
	Iteration 8Q: 3 clusters Score -4737248 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -4738676.500000 Penalty: 1034.265015
	Iteration 9Q: 3 clusters Score -4738676 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -4739722.000000 Penalty: 1034.265015
	Iteration 10Q: 3 clusters Score -4739722 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -4740463.500000 Penalty: 1034.265015
	Iteration 11Q: 3 clusters Score -4740464 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -4740973.500000 Penalty: 1034.265015
	Iteration 12Q: 3 clusters Score -4740974 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -4741209.500000 Penalty: 1034.265015
	Iteration 13Q: 3 clusters Score -4741210 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -4741340.500000 Penalty: 1034.265015
	Iteration 14Q: 3 clusters Score -4741340 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -4741406.500000 Penalty: 1034.265015
	Iteration 15Q: 3 clusters Score -4741406 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -4741446.000000 Penalty: 1034.265015
	Iteration 16Q: 3 clusters Score -4741446 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -4741461.000000 Penalty: 1034.265015
	Iteration 17Q: 3 clusters Score -4741461 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -4741474.500000 Penalty: 1034.265015
	Iteration 18Q: 3 clusters Score -4741474 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -4741472.500000 Penalty: 1034.265015
	Iteration 19Q: 3 clusters Score -4741472 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -4741487.000000 Penalty: 1034.265015
	Iteration 20F: 3 clusters Score -4741487 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -4741514.500000 Penalty: 1034.265015
	Iteration 21Q: 3 clusters Score -4741514 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -4741507.000000 Penalty: 1034.265015
	Iteration 22Q: 3 clusters Score -4741507 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -4741550.500000 Penalty: 1034.265015
	Iteration 23Q: 3 clusters Score -4741550 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -4741562.000000 Penalty: 1034.265015
	Iteration 24Q: 3 clusters Score -4741562 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -4741576.500000 Penalty: 1034.265015
	Iteration 25Q: 3 clusters Score -4741576 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 61910 members 
Entering Unmasked Estep 
Score: -4741572.000000 Penalty: 1034.265015
	Iteration 26Q: 3 clusters Score -4741572 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -4741583.000000 Penalty: 1034.265015
	Iteration 27Q: 3 clusters Score -4741583 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -4741597.500000 Penalty: 1034.265015
	Iteration 28Q: 3 clusters Score -4741598 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -4741596.000000 Penalty: 1034.265015
	Iteration 29Q: 3 clusters Score -4741596 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -4741586.000000 Penalty: 1034.265015
	Iteration 30Q: 3 clusters Score -4741586 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -4741604.500000 Penalty: 1034.265015
	Iteration 31Q: 3 clusters Score -4741604 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 63923 members 
Entering Unmasked Estep 
Score: -4741606.500000 Penalty: 1034.265015
	Iteration 32Q: 3 clusters Score -4741606 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -4741595.000000 Penalty: 1034.265015
	Iteration 33Q: 3 clusters Score -4741595 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -4741586.000000 Penalty: 1034.265015
	Iteration 34Q: 3 clusters Score -4741586 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -4741594.500000 Penalty: 1034.265015
	Iteration 35Q: 3 clusters Score -4741594 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -4741590.500000 Penalty: 1034.265015
	Iteration 36Q: 3 clusters Score -4741590 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -4741585.500000 Penalty: 1034.265015
	Iteration 37Q: 3 clusters Score -4741586 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -4741580.000000 Penalty: 1034.265015
	Iteration 38Q: 3 clusters Score -4741580 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -4741567.500000 Penalty: 1034.265015
	Iteration 39Q: 3 clusters Score -4741568 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -4741533.000000 Penalty: 1034.265015
	Iteration 40F: 3 clusters Score -4741533 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -4741554.500000 Penalty: 1034.265015
	Iteration 41Q: 3 clusters Score -4741554 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -4741551.000000 Penalty: 1034.265015
	Iteration 42Q: 3 clusters Score -4741551 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -4741580.000000 Penalty: 1034.265015
	Iteration 43Q: 3 clusters Score -4741580 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -4741595.000000 Penalty: 1034.265015
	Iteration 44Q: 3 clusters Score -4741595 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -4741573.500000 Penalty: 1034.265015
	Iteration 45Q: 3 clusters Score -4741574 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -4741581.000000 Penalty: 1034.265015
	Iteration 46Q: 3 clusters Score -4741581 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -4741563.000000 Penalty: 1034.265015
	Iteration 47Q: 3 clusters Score -4741563 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -4741578.500000 Penalty: 1034.265015
	Iteration 48Q: 3 clusters Score -4741578 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4741573 nChanged 275
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Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 69996 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 70301 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4741578 nChanged 242
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Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4741556 nChanged 211
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Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4741554 nChanged 276
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Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4741546 nChanged 294
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Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4741534 nChanged 266
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Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4741540 nChanged 303
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Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4741523 nChanged 275
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Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4741430 nChanged 303
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Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 74149 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4741405 nChanged 322
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Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4741399 nChanged 282
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Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 75995 members 
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Mstep: Class 1 contains 10093 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9936 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 76541 members 
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Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9414 members 
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Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 77076 members 
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Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4741382 nChanged 189
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Mstep: Class 1 contains 8852 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 77639 members 
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Mstep: Class 1 contains 8441 members 
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Mstep: Class 1 contains 8214 members 
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Mstep: Class 1 contains 7800 members 
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Mstep: Class 1 contains 7609 members 
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Mstep: Class 1 contains 7413 members 
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Mstep: Class 1 contains 7295 members 
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Mstep: Class 1 contains 7141 members 
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Mstep: Class 1 contains 7004 members 
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Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 79403 members 
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Mstep: Class 1 contains 6778 members 
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	Iteration 93Q: 3 clusters Score -4741371 nChanged 105
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Mstep: Class 1 contains 6677 members 
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Mstep: Class 1 contains 6573 members 
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Mstep: Class 1 contains 6448 members 
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Mstep: Class 1 contains 6326 members 
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	Iteration 97Q: 3 clusters Score -4741378 nChanged 98
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Mstep: Class 1 contains 6230 members 
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	Iteration 98Q: 3 clusters Score -4741382 nChanged 91
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	Iteration 99Q: 3 clusters Score -4741382 nChanged 41
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Mstep: Class 1 contains 6102 members 
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	Iteration 100F: 3 clusters Score -4741386 nChanged 92
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Mstep: Class 1 contains 6010 members 
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	Iteration 101Q: 3 clusters Score -4741400 nChanged 103
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Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 80390 members 
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	Iteration 102Q: 3 clusters Score -4741385 nChanged 97
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Mstep: Class 1 contains 5810 members 
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	Iteration 103Q: 3 clusters Score -4741384 nChanged 91
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Mstep: Class 1 contains 5719 members 
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	Iteration 104Q: 3 clusters Score -4741380 nChanged 26
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Mstep: Class 1 contains 5699 members 
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	Iteration 105Q: 3 clusters Score -4741396 nChanged 73
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Mstep: Class 1 contains 5626 members 
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	Iteration 106Q: 3 clusters Score -4741385 nChanged 78
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Mstep: Class 1 contains 5548 members 
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	Iteration 107Q: 3 clusters Score -4741372 nChanged 60
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Mstep: Class 1 contains 5492 members 
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	Iteration 108Q: 3 clusters Score -4741378 nChanged 42
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Mstep: Class 1 contains 5450 members 
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	Iteration 109Q: 3 clusters Score -4741374 nChanged 62
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Mstep: Class 2 contains 80909 members 
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	Iteration 110Q: 3 clusters Score -4741383 nChanged 42
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Mstep: Class 1 contains 5352 members 
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	Iteration 111Q: 3 clusters Score -4741388 nChanged 75
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Mstep: Class 1 contains 5277 members 
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	Iteration 112Q: 3 clusters Score -4741387 nChanged 59
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Mstep: Class 1 contains 5218 members 
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	Iteration 113Q: 3 clusters Score -4741386 nChanged 58
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Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 81123 members 
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	Iteration 114Q: 3 clusters Score -4741387 nChanged 81
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Mstep: Class 1 contains 5093 members 
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	Iteration 115Q: 3 clusters Score -4741379 nChanged 55
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	Iteration 116Q: 3 clusters Score -4741381 nChanged 83
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Mstep: Class 1 contains 4959 members 
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	Iteration 117Q: 3 clusters Score -4741372 nChanged 56
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Mstep: Class 1 contains 4915 members 
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	Iteration 118Q: 3 clusters Score -4741380 nChanged 82
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Mstep: Class 1 contains 4835 members 
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	Iteration 119Q: 3 clusters Score -4741370 nChanged 80
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	Iteration 120F: 3 clusters Score -4741364 nChanged 57
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Mstep: Class 1 contains 4704 members 
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	Iteration 121Q: 3 clusters Score -4741376 nChanged 142
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	Iteration 122Q: 3 clusters Score -4741357 nChanged 83
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Mstep: Class 1 contains 4485 members 
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	Iteration 123Q: 3 clusters Score -4741352 nChanged 98
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	Iteration 124Q: 3 clusters Score -4741347 nChanged 97
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	Iteration 125Q: 3 clusters Score -4741355 nChanged 86
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	Iteration 126Q: 3 clusters Score -4741340 nChanged 98
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	Iteration 127Q: 3 clusters Score -4741348 nChanged 93
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	Iteration 128Q: 3 clusters Score -4741342 nChanged 63
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	Iteration 129Q: 3 clusters Score -4741350 nChanged 111
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	Iteration 130Q: 3 clusters Score -4741352 nChanged 91
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	Iteration 131Q: 3 clusters Score -4741344 nChanged 83
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	Iteration 132Q: 3 clusters Score -4741365 nChanged 54
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	Iteration 133Q: 3 clusters Score -4741355 nChanged 42
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	Iteration 134Q: 3 clusters Score -4741362 nChanged 76
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	Iteration 135Q: 3 clusters Score -4741353 nChanged 83
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	Iteration 136Q: 3 clusters Score -4741346 nChanged 38
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	Iteration 137Q: 3 clusters Score -4741344 nChanged 46
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	Iteration 138Q: 3 clusters Score -4741348 nChanged 65
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	Iteration 139Q: 3 clusters Score -4741338 nChanged 44
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4741326 nChanged 39
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4741332 nChanged 60
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	Iteration 142Q: 3 clusters Score -4741320 nChanged 30
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Mstep: Class 2 contains 83143 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4741327 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4741324 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 83271 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4741328 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4741322 nChanged 32
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Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4741330 nChanged 83
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Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4741326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4741324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4741330 nChanged 37
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Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 83618 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4741332 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4741328 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4741336 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 83692 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4741332 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4741332 nChanged 13
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Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4741323 nChanged 6
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Mstep: Class 1 contains 2603 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4741334 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 83771 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4741342 nChanged 56
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Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4741335 nChanged 29
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Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4741331 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2445 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4741332 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 83879 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4741334 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4741336 nChanged 31
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Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4741330 nChanged 19
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Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4741334 nChanged 26
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Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 83981 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4741338 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4741337 nChanged 54
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Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4741350 nChanged 44
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Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4741342 nChanged 67
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Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4741344 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4741342 nChanged 25
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Mstep: Class 1 contains 2095 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4741343 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2085 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4741344 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4741340 nChanged 28
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Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4741346 nChanged 53
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Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4741354 nChanged 31
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Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4741348 nChanged 53
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Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4741352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 84387 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4741362 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4741356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4741367 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4741366 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4741388 nChanged 79
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Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4741388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4741408 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4741418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4741432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 84846 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4741436 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4741441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 84968 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4741434 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 85008 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4741440 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -4741449.500000 Penalty: 1034.265015
	Iteration 192Q: 3 clusters Score -4741450 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4741449 nChanged 35
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Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -4741439.000000 Penalty: 1034.265015
	Iteration 194Q: 3 clusters Score -4741439 nChanged 49
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Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4741452 nChanged 49
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Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4741448 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4741454 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 85160 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4741455 nChanged 31
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Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 85185 members 
Entering Unmasked Estep 
Score: -4741451.500000 Penalty: 1034.265015
	Iteration 199Q: 3 clusters Score -4741452 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 85210 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4741450 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 85252 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4741448 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 85262 members 
Entering Unmasked Estep 
Score: -4741461.000000 Penalty: 1034.265015
	Iteration 202Q: 3 clusters Score -4741461 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4741456 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 85305 members 
Entering Unmasked Estep 
Score: -4741464.000000 Penalty: 1034.265015
	Iteration 204Q: 3 clusters Score -4741464 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 85324 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4741463 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4741461 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4741468 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4741463 nChanged 35
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Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4741458 nChanged 25
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Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 85418 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4741454 nChanged 32
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Mstep: Class 1 contains 849 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4741464 nChanged 23
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4741468 nChanged 15
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	Iteration 213Q: 3 clusters Score -4741466 nChanged 43
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Mstep: Class 1 contains 786 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4741464 nChanged 25
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Mstep: Class 1 contains 771 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4741462 nChanged 17
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Mstep: Class 1 contains 764 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4741470 nChanged 15
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	Iteration 217Q: 3 clusters Score -4741468 nChanged 24
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4741477 nChanged 17
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4741478 nChanged 17
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	Iteration 220F: 3 clusters Score -4741478 nChanged 6
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4741480 nChanged 15
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	Iteration 222Q: 3 clusters Score -4741476 nChanged 5
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Mstep: Class 1 contains 687 members 
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	Iteration 223Q: 3 clusters Score -4741478 nChanged 6
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Mstep: Class 1 contains 681 members 
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	Iteration 224Q: 3 clusters Score -4741478 nChanged 13
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Mstep: Class 1 contains 678 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4741480 nChanged 10
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Mstep: Class 1 contains 668 members 
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	Iteration 226Q: 3 clusters Score -4741478 nChanged 26
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4741476 nChanged 21
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Mstep: Class 1 contains 627 members 
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	Iteration 228Q: 3 clusters Score -4741476 nChanged 5
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Mstep: Class 1 contains 622 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4741481 nChanged 5
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Mstep: Class 1 contains 619 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4741477 nChanged 7
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Mstep: Class 1 contains 618 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4741484 nChanged 11
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	Iteration 232Q: 3 clusters Score -4741478 nChanged 9
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4741481 nChanged 4
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -4741482 nChanged 4
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	Iteration 235Q: 3 clusters Score -4741485 nChanged 3
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -4741483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 85688 members 
Entering Unmasked Estep 
Score: -4741483.000000 Penalty: 1034.265015
	Iteration 237Q: 3 clusters Score -4741483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 85696 members 
Entering Unmasked Estep 
Score: -4741480.000000 Penalty: 1034.265015
	Iteration 238Q: 3 clusters Score -4741480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 85696 members 
Entering Unmasked Estep 
Score: -4741480.000000 Penalty: 1034.265015
	Iteration 239F: 3 clusters Score -4741480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Entering Unmasked Estep 
Score: -326989.812500 Penalty: 399.742065
	Iteration 0F: 2 clusters Score -326989.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -322690.343750 Penalty: 799.484131
	Iteration 0F: 3 clusters Score -322690.3 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -324466.437500 Penalty: 799.484131
	Iteration 1F: 3 clusters Score -324466.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -324705.250000 Penalty: 799.484131
	Iteration 2F: 3 clusters Score -324705.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -325015.437500 Penalty: 799.484131
	Iteration 3F: 3 clusters Score -325015.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -325385.375000 Penalty: 799.484131
	Iteration 4F: 3 clusters Score -325385.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -325751.031250 Penalty: 799.484131
	Iteration 5F: 3 clusters Score -325751 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -326076.250000 Penalty: 799.484131
	Iteration 6F: 3 clusters Score -326076.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -326273.875000 Penalty: 799.484131
	Iteration 7Q: 3 clusters Score -326273.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -326398.125000 Penalty: 799.484131
	Iteration 8Q: 3 clusters Score -326398.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -326470.500000 Penalty: 799.484131
	Iteration 9Q: 3 clusters Score -326470.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -326522.187500 Penalty: 799.484131
	Iteration 10Q: 3 clusters Score -326522.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -326564.687500 Penalty: 799.484131
	Iteration 11Q: 3 clusters Score -326564.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -326583.843750 Penalty: 799.484131
	Iteration 12Q: 3 clusters Score -326583.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -326597.343750 Penalty: 799.484131
	Iteration 13Q: 3 clusters Score -326597.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -326615.625000 Penalty: 799.484131
	Iteration 14Q: 3 clusters Score -326615.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -326625.218750 Penalty: 799.484131
	Iteration 15Q: 3 clusters Score -326625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -326630.000000 Penalty: 799.484131
	Iteration 16Q: 3 clusters Score -326630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -326632.031250 Penalty: 799.484131
	Iteration 17Q: 3 clusters Score -326632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -326633.906250 Penalty: 799.484131
	Iteration 18Q: 3 clusters Score -326633.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -326633.906250 Penalty: 799.484131
	Iteration 19F: 3 clusters Score -326633.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 27657 members 
Mstep: Class 3 contains 95297 members 
Mstep: Class 4 contains 62691 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 12321 members 
Mstep: Class 7 contains 80107 members 
Mstep: Class 8 contains 9340 members 
Mstep: Class 9 contains 62019 members 
Mstep: Class 10 contains 32405 members 
Mstep: Class 11 contains 12857 members 
Mstep: Class 12 contains 76327 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 15 contains 11311 members 
Mstep: Class 16 contains 55987 members 
Mstep: Class 17 contains 1981 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 19 contains 18054 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 22549 members 
Mstep: Class 22 contains 6499 members 
Mstep: Class 23 contains 1913 members 
Mstep: Class 24 contains 16846 members 
Mstep: Class 25 contains 79825 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 176389 members 
Mstep: Class 28 contains 164509 members 
Mstep: Class 29 contains 69531 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 44690 members 
Mstep: Class 32 contains 56681 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 5963 members 
Mstep: Class 35 contains 141651 members 
Mstep: Class 36 contains 79357 members 
Mstep: Class 37 contains 15002 members 
Mstep: Class 39 contains 130332 members 
Mstep: Class 40 contains 7929 members 
Mstep: Class 41 contains 19278 members 
Mstep: Class 42 contains 86297 members 
Mstep: Class 43 contains 6539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403208.000000 Penalty: 27449.218750
Iteration 279Q: 43 clusters Score -8.740321e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 27763 members 
Mstep: Class 3 contains 95542 members 
Mstep: Class 4 contains 61213 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 12369 members 
Mstep: Class 7 contains 80189 members 
Mstep: Class 8 contains 9334 members 
Mstep: Class 9 contains 61842 members 
Mstep: Class 10 contains 32808 members 
Mstep: Class 11 contains 12796 members 
Mstep: Class 12 contains 77816 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 11212 members 
Mstep: Class 16 contains 56102 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 811 members 
Mstep: Class 19 contains 17414 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 22574 members 
Mstep: Class 22 contains 6451 members 
Mstep: Class 23 contains 1847 members 
Mstep: Class 24 contains 16724 members 
Mstep: Class 25 contains 79832 members 
Mstep: Class 26 contains 1980 members 
Mstep: Class 27 contains 177110 members 
Mstep: Class 28 contains 164807 members 
Mstep: Class 29 contains 69626 members 
Mstep: Class 30 contains 1455 members 
Mstep: Class 31 contains 44251 members 
Mstep: Class 32 contains 56427 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 5782 members 
Mstep: Class 35 contains 141269 members 
Mstep: Class 36 contains 79388 members 
Mstep: Class 37 contains 14911 members 
Mstep: Class 39 contains 131010 members 
Mstep: Class 40 contains 7915 members 
Mstep: Class 41 contains 19302 members 
Mstep: Class 42 contains 86098 members 
Mstep: Class 43 contains 6545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403768.000000 Penalty: 27449.218750
Iteration 280F: 43 clusters Score -8.740377e+07 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 27881 members 
Mstep: Class 3 contains 95783 members 
Mstep: Class 4 contains 59755 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 12383 members 
Mstep: Class 7 contains 80320 members 
Mstep: Class 8 contains 9332 members 
Mstep: Class 9 contains 61675 members 
Mstep: Class 10 contains 33199 members 
Mstep: Class 11 contains 12735 members 
Mstep: Class 12 contains 82367 members 
Mstep: Class 13 contains 1131 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 11138 members 
Mstep: Class 16 contains 56179 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 816 members 
Mstep: Class 19 contains 16803 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 22592 members 
Mstep: Class 22 contains 6383 members 
Mstep: Class 23 contains 1831 members 
Mstep: Class 24 contains 16610 members 
Mstep: Class 25 contains 79892 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 177069 members 
Mstep: Class 28 contains 164948 members 
Mstep: Class 29 contains 69756 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 43839 members 
Mstep: Class 32 contains 56144 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 5599 members 
Mstep: Class 35 contains 138660 members 
Mstep: Class 36 contains 79325 members 
Mstep: Class 37 contains 14814 members 
Mstep: Class 39 contains 131659 members 
Mstep: Class 40 contains 7908 members 
Mstep: Class 41 contains 19321 members 
Mstep: Class 42 contains 85921 members 
Mstep: Class 43 contains 6557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404096.000000 Penalty: 27449.218750
Iteration 281Q: 43 clusters Score -8.74041e+07 nChanged 14673
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 27989 members 
Mstep: Class 3 contains 95905 members 
Mstep: Class 4 contains 58222 members 
Mstep: Class 5 contains 4043 members 
Mstep: Class 6 contains 12378 members 
Mstep: Class 7 contains 80453 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 61519 members 
Mstep: Class 10 contains 33569 members 
Mstep: Class 11 contains 12668 members 
Mstep: Class 12 contains 87094 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 11037 members 
Mstep: Class 16 contains 56300 members 
Mstep: Class 17 contains 1828 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 19 contains 16061 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 22608 members 
Mstep: Class 22 contains 6326 members 
Mstep: Class 23 contains 1814 members 
Mstep: Class 24 contains 16448 members 
Mstep: Class 25 contains 79888 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 177113 members 
Mstep: Class 28 contains 164877 members 
Mstep: Class 29 contains 69883 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 43466 members 
Mstep: Class 32 contains 55817 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 5416 members 
Mstep: Class 35 contains 136661 members 
Mstep: Class 36 contains 79341 members 
Mstep: Class 37 contains 14736 members 
Mstep: Class 39 contains 131941 members 
Mstep: Class 40 contains 7904 members 
Mstep: Class 41 contains 19342 members 
Mstep: Class 42 contains 85807 members 
Mstep: Class 43 contains 6569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403856.000000 Penalty: 27449.218750
Iteration 282Q: 43 clusters Score -8.740386e+07 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 28053 members 
Mstep: Class 3 contains 95949 members 
Mstep: Class 4 contains 56584 members 
Mstep: Class 5 contains 4004 members 
Mstep: Class 6 contains 12383 members 
Mstep: Class 7 contains 80637 members 
Mstep: Class 8 contains 9335 members 
Mstep: Class 9 contains 61361 members 
Mstep: Class 10 contains 33942 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 91763 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 4874 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 56431 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 19 contains 15296 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 22633 members 
Mstep: Class 22 contains 6258 members 
Mstep: Class 23 contains 1797 members 
Mstep: Class 24 contains 16312 members 
Mstep: Class 25 contains 79883 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 177204 members 
Mstep: Class 28 contains 164669 members 
Mstep: Class 29 contains 69963 members 
Mstep: Class 30 contains 1451 members 
Mstep: Class 31 contains 43134 members 
Mstep: Class 32 contains 55482 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 5253 members 
Mstep: Class 35 contains 135247 members 
Mstep: Class 36 contains 79381 members 
Mstep: Class 37 contains 14660 members 
Mstep: Class 39 contains 131946 members 
Mstep: Class 40 contains 7906 members 
Mstep: Class 41 contains 19355 members 
Mstep: Class 42 contains 85706 members 
Mstep: Class 43 contains 6581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404408.000000 Penalty: 27449.218750
Iteration 283Q: 43 clusters Score -8.740441e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 28146 members 
Mstep: Class 3 contains 95864 members 
Mstep: Class 4 contains 54924 members 
Mstep: Class 5 contains 3971 members 
Mstep: Class 6 contains 12404 members 
Mstep: Class 7 contains 80750 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 61252 members 
Mstep: Class 10 contains 34278 members 
Mstep: Class 11 contains 12515 members 
Mstep: Class 12 contains 96681 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 4924 members 
Mstep: Class 15 contains 10751 members 
Mstep: Class 16 contains 56558 members 
Mstep: Class 17 contains 1752 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 14485 members 
Mstep: Class 20 contains 2650 members 
Mstep: Class 21 contains 22641 members 
Mstep: Class 22 contains 6172 members 
Mstep: Class 23 contains 1776 members 
Mstep: Class 24 contains 16176 members 
Mstep: Class 25 contains 79868 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 177207 members 
Mstep: Class 28 contains 164293 members 
Mstep: Class 29 contains 70037 members 
Mstep: Class 30 contains 1448 members 
Mstep: Class 31 contains 42866 members 
Mstep: Class 32 contains 55155 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 5066 members 
Mstep: Class 35 contains 134216 members 
Mstep: Class 36 contains 79397 members 
Mstep: Class 37 contains 14589 members 
Mstep: Class 39 contains 131790 members 
Mstep: Class 40 contains 7905 members 
Mstep: Class 41 contains 19356 members 
Mstep: Class 42 contains 85615 members 
Mstep: Class 43 contains 6588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403656.000000 Penalty: 27449.218750
Iteration 284Q: 43 clusters Score -8.740366e+07 nChanged 14229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 28236 members 
Mstep: Class 3 contains 95681 members 
Mstep: Class 4 contains 53246 members 
Mstep: Class 5 contains 3940 members 
Mstep: Class 6 contains 12447 members 
Mstep: Class 7 contains 80848 members 
Mstep: Class 8 contains 9341 members 
Mstep: Class 9 contains 61178 members 
Mstep: Class 10 contains 34509 members 
Mstep: Class 11 contains 12415 members 
Mstep: Class 12 contains 101785 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 4955 members 
Mstep: Class 15 contains 10629 members 
Mstep: Class 16 contains 56668 members 
Mstep: Class 17 contains 1724 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 13658 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 22648 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 1764 members 
Mstep: Class 24 contains 16015 members 
Mstep: Class 25 contains 79935 members 
Mstep: Class 26 contains 1984 members 
Mstep: Class 27 contains 177198 members 
Mstep: Class 28 contains 163765 members 
Mstep: Class 29 contains 70163 members 
Mstep: Class 30 contains 1445 members 
Mstep: Class 31 contains 42651 members 
Mstep: Class 32 contains 54849 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 4875 members 
Mstep: Class 35 contains 133392 members 
Mstep: Class 36 contains 79357 members 
Mstep: Class 37 contains 14512 members 
Mstep: Class 39 contains 131530 members 
Mstep: Class 40 contains 7902 members 
Mstep: Class 41 contains 19357 members 
Mstep: Class 42 contains 85534 members 
Mstep: Class 43 contains 6597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404576.000000 Penalty: 27449.218750
Iteration 285Q: 43 clusters Score -8.740458e+07 nChanged 14217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 28309 members 
Mstep: Class 3 contains 95453 members 
Mstep: Class 4 contains 51558 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 12500 members 
Mstep: Class 7 contains 81005 members 
Mstep: Class 8 contains 9347 members 
Mstep: Class 9 contains 61029 members 
Mstep: Class 10 contains 34712 members 
Mstep: Class 11 contains 12301 members 
Mstep: Class 12 contains 106895 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 4975 members 
Mstep: Class 15 contains 10489 members 
Mstep: Class 16 contains 56765 members 
Mstep: Class 17 contains 1698 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 12883 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 22642 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 1740 members 
Mstep: Class 24 contains 15845 members 
Mstep: Class 25 contains 79987 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 177113 members 
Mstep: Class 28 contains 163156 members 
Mstep: Class 29 contains 70290 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 42458 members 
Mstep: Class 32 contains 54535 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 4705 members 
Mstep: Class 35 contains 133029 members 
Mstep: Class 36 contains 79353 members 
Mstep: Class 37 contains 14442 members 
Mstep: Class 39 contains 131074 members 
Mstep: Class 40 contains 7903 members 
Mstep: Class 41 contains 19357 members 
Mstep: Class 42 contains 85409 members 
Mstep: Class 43 contains 6618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403952.000000 Penalty: 27449.218750
Iteration 286Q: 43 clusters Score -8.740395e+07 nChanged 14353
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 28392 members 
Mstep: Class 3 contains 95087 members 
Mstep: Class 4 contains 49889 members 
Mstep: Class 5 contains 3889 members 
Mstep: Class 6 contains 12531 members 
Mstep: Class 7 contains 81208 members 
Mstep: Class 8 contains 9355 members 
Mstep: Class 9 contains 60823 members 
Mstep: Class 10 contains 34874 members 
Mstep: Class 11 contains 12151 members 
Mstep: Class 12 contains 111998 members 
Mstep: Class 13 contains 1112 members 
Mstep: Class 14 contains 4989 members 
Mstep: Class 15 contains 10379 members 
Mstep: Class 16 contains 56831 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 12111 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 22641 members 
Mstep: Class 22 contains 5945 members 
Mstep: Class 23 contains 1719 members 
Mstep: Class 24 contains 15654 members 
Mstep: Class 25 contains 80082 members 
Mstep: Class 26 contains 1983 members 
Mstep: Class 27 contains 176921 members 
Mstep: Class 28 contains 162513 members 
Mstep: Class 29 contains 70409 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 42314 members 
Mstep: Class 32 contains 54212 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 4526 members 
Mstep: Class 35 contains 133100 members 
Mstep: Class 36 contains 79352 members 
Mstep: Class 37 contains 14368 members 
Mstep: Class 39 contains 130486 members 
Mstep: Class 40 contains 7903 members 
Mstep: Class 41 contains 19356 members 
Mstep: Class 42 contains 85266 members 
Mstep: Class 43 contains 6632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403080.000000 Penalty: 27449.218750
Iteration 287Q: 43 clusters Score -8.740308e+07 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 28510 members 
Mstep: Class 3 contains 94596 members 
Mstep: Class 4 contains 48137 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 12560 members 
Mstep: Class 7 contains 81401 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 60635 members 
Mstep: Class 10 contains 34974 members 
Mstep: Class 11 contains 11974 members 
Mstep: Class 12 contains 117102 members 
Mstep: Class 13 contains 1106 members 
Mstep: Class 14 contains 4998 members 
Mstep: Class 15 contains 10282 members 
Mstep: Class 16 contains 56880 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 11421 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 22648 members 
Mstep: Class 22 contains 5880 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 15427 members 
Mstep: Class 25 contains 80210 members 
Mstep: Class 26 contains 1988 members 
Mstep: Class 27 contains 176747 members 
Mstep: Class 28 contains 161815 members 
Mstep: Class 29 contains 70495 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 42183 members 
Mstep: Class 32 contains 53953 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 4357 members 
Mstep: Class 35 contains 133596 members 
Mstep: Class 36 contains 79319 members 
Mstep: Class 37 contains 14300 members 
Mstep: Class 39 contains 129709 members 
Mstep: Class 40 contains 7897 members 
Mstep: Class 41 contains 19361 members 
Mstep: Class 42 contains 85084 members 
Mstep: Class 43 contains 6642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401608.000000 Penalty: 27449.218750
Iteration 288Q: 43 clusters Score -8.740161e+07 nChanged 14693
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 28606 members 
Mstep: Class 3 contains 94074 members 
Mstep: Class 4 contains 46410 members 
Mstep: Class 5 contains 3864 members 
Mstep: Class 6 contains 12607 members 
Mstep: Class 7 contains 81526 members 
Mstep: Class 8 contains 9361 members 
Mstep: Class 9 contains 60486 members 
Mstep: Class 10 contains 34994 members 
Mstep: Class 11 contains 11773 members 
Mstep: Class 12 contains 122081 members 
Mstep: Class 13 contains 1101 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 10198 members 
Mstep: Class 16 contains 56944 members 
Mstep: Class 17 contains 1642 members 
Mstep: Class 18 contains 835 members 
Mstep: Class 19 contains 10826 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 22649 members 
Mstep: Class 22 contains 5825 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 15189 members 
Mstep: Class 25 contains 80313 members 
Mstep: Class 26 contains 1987 members 
Mstep: Class 27 contains 176455 members 
Mstep: Class 28 contains 161081 members 
Mstep: Class 29 contains 70617 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 42060 members 
Mstep: Class 32 contains 53697 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 4196 members 
Mstep: Class 35 contains 134440 members 
Mstep: Class 36 contains 79308 members 
Mstep: Class 37 contains 14250 members 
Mstep: Class 39 contains 128812 members 
Mstep: Class 40 contains 7897 members 
Mstep: Class 41 contains 19353 members 
Mstep: Class 42 contains 84960 members 
Mstep: Class 43 contains 6659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400008.000000 Penalty: 27449.218750
Iteration 289Q: 43 clusters Score -8.740001e+07 nChanged 14990
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 28706 members 
Mstep: Class 3 contains 93515 members 
Mstep: Class 4 contains 44584 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 12662 members 
Mstep: Class 7 contains 81567 members 
Mstep: Class 8 contains 9363 members 
Mstep: Class 9 contains 60351 members 
Mstep: Class 10 contains 34999 members 
Mstep: Class 11 contains 11569 members 
Mstep: Class 12 contains 126816 members 
Mstep: Class 13 contains 1097 members 
Mstep: Class 14 contains 4970 members 
Mstep: Class 15 contains 10128 members 
Mstep: Class 16 contains 57058 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 10298 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 22640 members 
Mstep: Class 22 contains 5763 members 
Mstep: Class 23 contains 1666 members 
Mstep: Class 24 contains 14966 members 
Mstep: Class 25 contains 80410 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 176117 members 
Mstep: Class 28 contains 160451 members 
Mstep: Class 29 contains 70726 members 
Mstep: Class 30 contains 1438 members 
Mstep: Class 31 contains 41979 members 
Mstep: Class 32 contains 53443 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 4020 members 
Mstep: Class 35 contains 135585 members 
Mstep: Class 36 contains 79339 members 
Mstep: Class 37 contains 14202 members 
Mstep: Class 39 contains 127792 members 
Mstep: Class 40 contains 7895 members 
Mstep: Class 41 contains 19334 members 
Mstep: Class 42 contains 84839 members 
Mstep: Class 43 contains 6683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87398472.000000 Penalty: 27449.218750
Iteration 290Q: 43 clusters Score -8.739847e+07 nChanged 15203
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 92926 members 
Mstep: Class 4 contains 42770 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 12757 members 
Mstep: Class 7 contains 81724 members 
Mstep: Class 8 contains 9369 members 
Mstep: Class 9 contains 60170 members 
Mstep: Class 10 contains 34957 members 
Mstep: Class 11 contains 11335 members 
Mstep: Class 12 contains 131168 members 
Mstep: Class 13 contains 1094 members 
Mstep: Class 14 contains 4951 members 
Mstep: Class 15 contains 10063 members 
Mstep: Class 16 contains 57152 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 9819 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 22637 members 
Mstep: Class 22 contains 5683 members 
Mstep: Class 23 contains 1655 members 
Mstep: Class 24 contains 14768 members 
Mstep: Class 25 contains 80532 members 
Mstep: Class 26 contains 1984 members 
Mstep: Class 27 contains 175604 members 
Mstep: Class 28 contains 159959 members 
Mstep: Class 29 contains 70873 members 
Mstep: Class 30 contains 1437 members 
Mstep: Class 31 contains 41954 members 
Mstep: Class 32 contains 53233 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 3855 members 
Mstep: Class 35 contains 137160 members 
Mstep: Class 36 contains 79279 members 
Mstep: Class 37 contains 14141 members 
Mstep: Class 39 contains 126732 members 
Mstep: Class 40 contains 7896 members 
Mstep: Class 41 contains 19309 members 
Mstep: Class 42 contains 84627 members 
Mstep: Class 43 contains 6700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87396960.000000 Penalty: 27449.218750
Iteration 291Q: 43 clusters Score -8.739696e+07 nChanged 15300
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 28860 members 
Mstep: Class 3 contains 92461 members 
Mstep: Class 4 contains 40916 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 12822 members 
Mstep: Class 7 contains 81887 members 
Mstep: Class 8 contains 9369 members 
Mstep: Class 9 contains 59961 members 
Mstep: Class 10 contains 34883 members 
Mstep: Class 11 contains 11101 members 
Mstep: Class 12 contains 134629 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 4934 members 
Mstep: Class 15 contains 10007 members 
Mstep: Class 16 contains 57260 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 22634 members 
Mstep: Class 22 contains 5596 members 
Mstep: Class 23 contains 1648 members 
Mstep: Class 24 contains 14576 members 
Mstep: Class 25 contains 80682 members 
Mstep: Class 26 contains 1983 members 
Mstep: Class 27 contains 175049 members 
Mstep: Class 28 contains 159692 members 
Mstep: Class 29 contains 70987 members 
Mstep: Class 30 contains 1434 members 
Mstep: Class 31 contains 41891 members 
Mstep: Class 32 contains 53062 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 3685 members 
Mstep: Class 35 contains 139216 members 
Mstep: Class 36 contains 79243 members 
Mstep: Class 37 contains 14110 members 
Mstep: Class 39 contains 125780 members 
Mstep: Class 40 contains 7896 members 
Mstep: Class 41 contains 19281 members 
Mstep: Class 42 contains 84338 members 
Mstep: Class 43 contains 6716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87394776.000000 Penalty: 27449.218750
Iteration 292Q: 43 clusters Score -8.739478e+07 nChanged 15079
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 28955 members 
Mstep: Class 3 contains 92103 members 
Mstep: Class 4 contains 39072 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 12908 members 
Mstep: Class 7 contains 82021 members 
Mstep: Class 8 contains 9370 members 
Mstep: Class 9 contains 59765 members 
Mstep: Class 10 contains 34808 members 
Mstep: Class 11 contains 10878 members 
Mstep: Class 12 contains 137228 members 
Mstep: Class 13 contains 1061 members 
Mstep: Class 14 contains 4909 members 
Mstep: Class 15 contains 9951 members 
Mstep: Class 16 contains 57409 members 
Mstep: Class 17 contains 1640 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 9104 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 22655 members 
Mstep: Class 22 contains 5507 members 
Mstep: Class 23 contains 1644 members 
Mstep: Class 24 contains 14416 members 
Mstep: Class 25 contains 80792 members 
Mstep: Class 26 contains 1979 members 
Mstep: Class 27 contains 174301 members 
Mstep: Class 28 contains 159498 members 
Mstep: Class 29 contains 71075 members 
Mstep: Class 30 contains 1431 members 
Mstep: Class 31 contains 41854 members 
Mstep: Class 32 contains 52861 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 3533 members 
Mstep: Class 35 contains 141618 members 
Mstep: Class 36 contains 79244 members 
Mstep: Class 37 contains 14087 members 
Mstep: Class 39 contains 125187 members 
Mstep: Class 40 contains 7895 members 
Mstep: Class 41 contains 19250 members 
Mstep: Class 42 contains 84038 members 
Mstep: Class 43 contains 6729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87392584.000000 Penalty: 27449.218750
Iteration 293Q: 43 clusters Score -8.739258e+07 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 29008 members 
Mstep: Class 3 contains 91894 members 
Mstep: Class 4 contains 37234 members 
Mstep: Class 5 contains 3886 members 
Mstep: Class 6 contains 12982 members 
Mstep: Class 7 contains 82172 members 
Mstep: Class 8 contains 9373 members 
Mstep: Class 9 contains 59538 members 
Mstep: Class 10 contains 34755 members 
Mstep: Class 11 contains 10703 members 
Mstep: Class 12 contains 139255 members 
Mstep: Class 13 contains 1049 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 9898 members 
Mstep: Class 16 contains 57582 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 832 members 
Mstep: Class 19 contains 8879 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 22665 members 
Mstep: Class 22 contains 5408 members 
Mstep: Class 23 contains 1634 members 
Mstep: Class 24 contains 14335 members 
Mstep: Class 25 contains 80844 members 
Mstep: Class 26 contains 1971 members 
Mstep: Class 27 contains 173074 members 
Mstep: Class 28 contains 159104 members 
Mstep: Class 29 contains 71159 members 
Mstep: Class 30 contains 1431 members 
Mstep: Class 31 contains 41852 members 
Mstep: Class 32 contains 52679 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 3406 members 
Mstep: Class 35 contains 144651 members 
Mstep: Class 36 contains 79287 members 
Mstep: Class 37 contains 14056 members 
Mstep: Class 39 contains 124891 members 
Mstep: Class 40 contains 7893 members 
Mstep: Class 41 contains 19229 members 
Mstep: Class 42 contains 83655 members 
Mstep: Class 43 contains 6756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87391744.000000 Penalty: 27449.218750
Iteration 294Q: 43 clusters Score -8.739174e+07 nChanged 16830
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 29050 members 
Mstep: Class 3 contains 91854 members 
Mstep: Class 4 contains 35428 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 13013 members 
Mstep: Class 7 contains 82410 members 
Mstep: Class 8 contains 9372 members 
Mstep: Class 9 contains 59337 members 
Mstep: Class 10 contains 34704 members 
Mstep: Class 11 contains 10546 members 
Mstep: Class 12 contains 140611 members 
Mstep: Class 13 contains 1036 members 
Mstep: Class 14 contains 4857 members 
Mstep: Class 15 contains 9850 members 
Mstep: Class 16 contains 57694 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 8713 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 22677 members 
Mstep: Class 22 contains 5308 members 
Mstep: Class 23 contains 1623 members 
Mstep: Class 24 contains 14369 members 
Mstep: Class 25 contains 80898 members 
Mstep: Class 26 contains 1971 members 
Mstep: Class 27 contains 171551 members 
Mstep: Class 28 contains 158579 members 
Mstep: Class 29 contains 71238 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 41877 members 
Mstep: Class 32 contains 52497 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 3264 members 
Mstep: Class 35 contains 148340 members 
Mstep: Class 36 contains 79312 members 
Mstep: Class 37 contains 14015 members 
Mstep: Class 39 contains 124660 members 
Mstep: Class 40 contains 7885 members 
Mstep: Class 41 contains 19229 members 
Mstep: Class 42 contains 83240 members 
Mstep: Class 43 contains 6785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87388496.000000 Penalty: 27449.218750
Iteration 295Q: 43 clusters Score -8.73885e+07 nChanged 17749
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 29106 members 
Mstep: Class 3 contains 92020 members 
Mstep: Class 4 contains 33716 members 
Mstep: Class 5 contains 3913 members 
Mstep: Class 6 contains 13032 members 
Mstep: Class 7 contains 82641 members 
Mstep: Class 8 contains 9378 members 
Mstep: Class 9 contains 59152 members 
Mstep: Class 10 contains 34668 members 
Mstep: Class 11 contains 10407 members 
Mstep: Class 12 contains 140871 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 4849 members 
Mstep: Class 15 contains 9821 members 
Mstep: Class 16 contains 57805 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 20 contains 2644 members 
Mstep: Class 21 contains 22677 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 1602 members 
Mstep: Class 24 contains 14454 members 
Mstep: Class 25 contains 80993 members 
Mstep: Class 26 contains 1966 members 
Mstep: Class 27 contains 170046 members 
Mstep: Class 28 contains 158013 members 
Mstep: Class 29 contains 71330 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 41916 members 
Mstep: Class 32 contains 52213 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 152635 members 
Mstep: Class 36 contains 79336 members 
Mstep: Class 37 contains 13982 members 
Mstep: Class 39 contains 124429 members 
Mstep: Class 40 contains 7882 members 
Mstep: Class 41 contains 19215 members 
Mstep: Class 42 contains 82872 members 
Mstep: Class 43 contains 6807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87386280.000000 Penalty: 27449.218750
Iteration 296Q: 43 clusters Score -8.738628e+07 nChanged 17045
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 92362 members 
Mstep: Class 4 contains 32059 members 
Mstep: Class 5 contains 3972 members 
Mstep: Class 6 contains 13049 members 
Mstep: Class 7 contains 82927 members 
Mstep: Class 8 contains 9388 members 
Mstep: Class 9 contains 58982 members 
Mstep: Class 10 contains 34722 members 
Mstep: Class 11 contains 10348 members 
Mstep: Class 12 contains 140028 members 
Mstep: Class 13 contains 1006 members 
Mstep: Class 14 contains 4889 members 
Mstep: Class 15 contains 9940 members 
Mstep: Class 16 contains 57910 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 8669 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 22673 members 
Mstep: Class 22 contains 5129 members 
Mstep: Class 23 contains 1579 members 
Mstep: Class 24 contains 14728 members 
Mstep: Class 25 contains 81125 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 168742 members 
Mstep: Class 28 contains 157878 members 
Mstep: Class 29 contains 71450 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 41973 members 
Mstep: Class 32 contains 51944 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 2979 members 
Mstep: Class 35 contains 156151 members 
Mstep: Class 36 contains 79388 members 
Mstep: Class 37 contains 13954 members 
Mstep: Class 39 contains 124341 members 
Mstep: Class 40 contains 7875 members 
Mstep: Class 41 contains 19200 members 
Mstep: Class 42 contains 82522 members 
Mstep: Class 43 contains 6823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383440.000000 Penalty: 27449.218750
Iteration 297Q: 43 clusters Score -8.738344e+07 nChanged 16624
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 29200 members 
Mstep: Class 3 contains 92810 members 
Mstep: Class 4 contains 30456 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 13058 members 
Mstep: Class 7 contains 83241 members 
Mstep: Class 8 contains 9391 members 
Mstep: Class 9 contains 58834 members 
Mstep: Class 10 contains 34858 members 
Mstep: Class 11 contains 10317 members 
Mstep: Class 12 contains 137907 members 
Mstep: Class 13 contains 979 members 
Mstep: Class 14 contains 4930 members 
Mstep: Class 15 contains 10180 members 
Mstep: Class 16 contains 58036 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 8870 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 22671 members 
Mstep: Class 22 contains 5064 members 
Mstep: Class 23 contains 1546 members 
Mstep: Class 24 contains 15168 members 
Mstep: Class 25 contains 81284 members 
Mstep: Class 26 contains 1967 members 
Mstep: Class 27 contains 167917 members 
Mstep: Class 28 contains 158445 members 
Mstep: Class 29 contains 71633 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 42002 members 
Mstep: Class 32 contains 51720 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 2851 members 
Mstep: Class 35 contains 158980 members 
Mstep: Class 36 contains 79433 members 
Mstep: Class 37 contains 13941 members 
Mstep: Class 39 contains 124244 members 
Mstep: Class 40 contains 7865 members 
Mstep: Class 41 contains 19190 members 
Mstep: Class 42 contains 82106 members 
Mstep: Class 43 contains 6845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87380112.000000 Penalty: 27449.218750
Iteration 298Q: 43 clusters Score -8.738011e+07 nChanged 15922
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 29172 members 
Mstep: Class 3 contains 93290 members 
Mstep: Class 4 contains 28902 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 13059 members 
Mstep: Class 7 contains 83537 members 
Mstep: Class 8 contains 9403 members 
Mstep: Class 9 contains 58685 members 
Mstep: Class 10 contains 35022 members 
Mstep: Class 11 contains 10306 members 
Mstep: Class 12 contains 134713 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 4995 members 
Mstep: Class 15 contains 10484 members 
Mstep: Class 16 contains 58178 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 9160 members 
Mstep: Class 20 contains 2704 members 
Mstep: Class 21 contains 22660 members 
Mstep: Class 22 contains 5004 members 
Mstep: Class 23 contains 1528 members 
Mstep: Class 24 contains 15620 members 
Mstep: Class 25 contains 81510 members 
Mstep: Class 26 contains 1966 members 
Mstep: Class 27 contains 167801 members 
Mstep: Class 28 contains 159644 members 
Mstep: Class 29 contains 71847 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 42014 members 
Mstep: Class 32 contains 51537 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 2721 members 
Mstep: Class 35 contains 161236 members 
Mstep: Class 36 contains 79451 members 
Mstep: Class 37 contains 13935 members 
Mstep: Class 39 contains 124075 members 
Mstep: Class 40 contains 7857 members 
Mstep: Class 41 contains 19199 members 
Mstep: Class 42 contains 81648 members 
Mstep: Class 43 contains 6857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87378160.000000 Penalty: 27449.218750
Iteration 299Q: 43 clusters Score -8.737816e+07 nChanged 15644
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 29144 members 
Mstep: Class 3 contains 93786 members 
Mstep: Class 4 contains 27429 members 
Mstep: Class 5 contains 4217 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 83836 members 
Mstep: Class 8 contains 9424 members 
Mstep: Class 9 contains 58481 members 
Mstep: Class 10 contains 35221 members 
Mstep: Class 11 contains 10316 members 
Mstep: Class 12 contains 130644 members 
Mstep: Class 13 contains 946 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 10820 members 
Mstep: Class 16 contains 58282 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 22657 members 
Mstep: Class 22 contains 4945 members 
Mstep: Class 23 contains 1509 members 
Mstep: Class 24 contains 16120 members 
Mstep: Class 25 contains 81777 members 
Mstep: Class 26 contains 1967 members 
Mstep: Class 27 contains 168468 members 
Mstep: Class 28 contains 161329 members 
Mstep: Class 29 contains 72062 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 41918 members 
Mstep: Class 32 contains 51271 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 2570 members 
Mstep: Class 35 contains 162959 members 
Mstep: Class 36 contains 79397 members 
Mstep: Class 37 contains 13928 members 
Mstep: Class 39 contains 123944 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 19209 members 
Mstep: Class 42 contains 81287 members 
Mstep: Class 43 contains 6870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87379384.000000 Penalty: 27449.218750
Iteration 300F: 43 clusters Score -8.737938e+07 nChanged 24479
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 29102 members 
Mstep: Class 3 contains 94174 members 
Mstep: Class 4 contains 25903 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 13099 members 
Mstep: Class 7 contains 84055 members 
Mstep: Class 8 contains 9439 members 
Mstep: Class 9 contains 58218 members 
Mstep: Class 10 contains 35274 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 12 contains 135349 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 5152 members 
Mstep: Class 15 contains 11154 members 
Mstep: Class 16 contains 58422 members 
Mstep: Class 17 contains 1345 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 9832 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 22643 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 16573 members 
Mstep: Class 25 contains 81949 members 
Mstep: Class 26 contains 1969 members 
Mstep: Class 27 contains 168496 members 
Mstep: Class 28 contains 161494 members 
Mstep: Class 29 contains 72277 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 41821 members 
Mstep: Class 32 contains 50966 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 2480 members 
Mstep: Class 35 contains 164423 members 
Mstep: Class 36 contains 79322 members 
Mstep: Class 37 contains 13887 members 
Mstep: Class 39 contains 118001 members 
Mstep: Class 40 contains 7859 members 
Mstep: Class 41 contains 19214 members 
Mstep: Class 42 contains 80932 members 
Mstep: Class 43 contains 6895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87371544.000000 Penalty: 27449.218750
Iteration 301Q: 43 clusters Score -8.737154e+07 nChanged 25968
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 29060 members 
Mstep: Class 3 contains 94717 members 
Mstep: Class 4 contains 24450 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 13128 members 
Mstep: Class 7 contains 84198 members 
Mstep: Class 8 contains 9440 members 
Mstep: Class 9 contains 57990 members 
Mstep: Class 10 contains 35470 members 
Mstep: Class 11 contains 10276 members 
Mstep: Class 12 contains 138974 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 11539 members 
Mstep: Class 16 contains 58530 members 
Mstep: Class 17 contains 1314 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 2760 members 
Mstep: Class 21 contains 22642 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 1471 members 
Mstep: Class 24 contains 17211 members 
Mstep: Class 25 contains 82120 members 
Mstep: Class 26 contains 1969 members 
Mstep: Class 27 contains 169106 members 
Mstep: Class 28 contains 161529 members 
Mstep: Class 29 contains 72564 members 
Mstep: Class 30 contains 1425 members 
Mstep: Class 31 contains 41679 members 
Mstep: Class 32 contains 50656 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 34 contains 2351 members 
Mstep: Class 35 contains 166049 members 
Mstep: Class 36 contains 79280 members 
Mstep: Class 37 contains 13851 members 
Mstep: Class 39 contains 111780 members 
Mstep: Class 40 contains 7854 members 
Mstep: Class 41 contains 19233 members 
Mstep: Class 42 contains 80637 members 
Mstep: Class 43 contains 6916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87365584.000000 Penalty: 27449.218750
Iteration 302Q: 43 clusters Score -8.736558e+07 nChanged 26789
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 29008 members 
Mstep: Class 3 contains 95446 members 
Mstep: Class 4 contains 23097 members 
Mstep: Class 5 contains 4472 members 
Mstep: Class 6 contains 13186 members 
Mstep: Class 7 contains 84303 members 
Mstep: Class 8 contains 9441 members 
Mstep: Class 9 contains 57779 members 
Mstep: Class 10 contains 35821 members 
Mstep: Class 11 contains 10328 members 
Mstep: Class 12 contains 142499 members 
Mstep: Class 13 contains 926 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 11975 members 
Mstep: Class 16 contains 58615 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 850 members 
Mstep: Class 19 contains 10710 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 22644 members 
Mstep: Class 22 contains 4788 members 
Mstep: Class 23 contains 1447 members 
Mstep: Class 24 contains 17964 members 
Mstep: Class 25 contains 82247 members 
Mstep: Class 26 contains 1969 members 
Mstep: Class 27 contains 169668 members 
Mstep: Class 28 contains 161136 members 
Mstep: Class 29 contains 72840 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 41452 members 
Mstep: Class 32 contains 50317 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 2228 members 
Mstep: Class 35 contains 167772 members 
Mstep: Class 36 contains 79219 members 
Mstep: Class 37 contains 13834 members 
Mstep: Class 39 contains 105463 members 
Mstep: Class 40 contains 7851 members 
Mstep: Class 41 contains 19249 members 
Mstep: Class 42 contains 80363 members 
Mstep: Class 43 contains 6925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87360120.000000 Penalty: 27449.218750
Iteration 303Q: 43 clusters Score -8.736012e+07 nChanged 28347
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 28930 members 
Mstep: Class 3 contains 96278 members 
Mstep: Class 4 contains 21837 members 
Mstep: Class 5 contains 4512 members 
Mstep: Class 6 contains 13235 members 
Mstep: Class 7 contains 84445 members 
Mstep: Class 8 contains 9443 members 
Mstep: Class 9 contains 57544 members 
Mstep: Class 10 contains 36215 members 
Mstep: Class 11 contains 10388 members 
Mstep: Class 12 contains 146298 members 
Mstep: Class 13 contains 923 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 15 contains 12400 members 
Mstep: Class 16 contains 58686 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 22630 members 
Mstep: Class 22 contains 4766 members 
Mstep: Class 23 contains 1421 members 
Mstep: Class 24 contains 18761 members 
Mstep: Class 25 contains 82340 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 170396 members 
Mstep: Class 28 contains 160570 members 
Mstep: Class 29 contains 73139 members 
Mstep: Class 30 contains 1427 members 
Mstep: Class 31 contains 41193 members 
Mstep: Class 32 contains 50027 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 2114 members 
Mstep: Class 35 contains 169398 members 
Mstep: Class 36 contains 79165 members 
Mstep: Class 37 contains 13804 members 
Mstep: Class 39 contains 98659 members 
Mstep: Class 40 contains 7849 members 
Mstep: Class 41 contains 19268 members 
Mstep: Class 42 contains 80065 members 
Mstep: Class 43 contains 6936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87355696.000000 Penalty: 27449.218750
Iteration 304Q: 43 clusters Score -8.73557e+07 nChanged 29277
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 28804 members 
Mstep: Class 3 contains 97127 members 
Mstep: Class 4 contains 20689 members 
Mstep: Class 5 contains 4505 members 
Mstep: Class 6 contains 13279 members 
Mstep: Class 7 contains 84597 members 
Mstep: Class 8 contains 9447 members 
Mstep: Class 9 contains 57315 members 
Mstep: Class 10 contains 36604 members 
Mstep: Class 11 contains 10426 members 
Mstep: Class 12 contains 150280 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 12810 members 
Mstep: Class 16 contains 58754 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 861 members 
Mstep: Class 19 contains 11808 members 
Mstep: Class 20 contains 2833 members 
Mstep: Class 21 contains 22610 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 1400 members 
Mstep: Class 24 contains 19528 members 
Mstep: Class 25 contains 82411 members 
Mstep: Class 26 contains 1966 members 
Mstep: Class 27 contains 171651 members 
Mstep: Class 28 contains 159401 members 
Mstep: Class 29 contains 73424 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 40831 members 
Mstep: Class 32 contains 49681 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 1994 members 
Mstep: Class 35 contains 170762 members 
Mstep: Class 36 contains 79155 members 
Mstep: Class 37 contains 13774 members 
Mstep: Class 39 contains 92204 members 
Mstep: Class 40 contains 7846 members 
Mstep: Class 41 contains 19295 members 
Mstep: Class 42 contains 79737 members 
Mstep: Class 43 contains 6950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87355872.000000 Penalty: 27449.218750
Iteration 305Q: 43 clusters Score -8.735587e+07 nChanged 27295
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 28678 members 
Mstep: Class 3 contains 97792 members 
Mstep: Class 4 contains 19545 members 
Mstep: Class 5 contains 4522 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 84748 members 
Mstep: Class 8 contains 9450 members 
Mstep: Class 9 contains 57100 members 
Mstep: Class 10 contains 36894 members 
Mstep: Class 11 contains 10408 members 
Mstep: Class 12 contains 155169 members 
Mstep: Class 13 contains 922 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 13198 members 
Mstep: Class 16 contains 58854 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 12326 members 
Mstep: Class 20 contains 2847 members 
Mstep: Class 21 contains 22586 members 
Mstep: Class 22 contains 4742 members 
Mstep: Class 23 contains 1367 members 
Mstep: Class 24 contains 20242 members 
Mstep: Class 25 contains 82439 members 
Mstep: Class 26 contains 1958 members 
Mstep: Class 27 contains 172699 members 
Mstep: Class 28 contains 157010 members 
Mstep: Class 29 contains 73698 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 40307 members 
Mstep: Class 32 contains 49307 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 1888 members 
Mstep: Class 35 contains 171304 members 
Mstep: Class 36 contains 79143 members 
Mstep: Class 37 contains 13737 members 
Mstep: Class 39 contains 87709 members 
Mstep: Class 40 contains 7847 members 
Mstep: Class 41 contains 19320 members 
Mstep: Class 42 contains 79434 members 
Mstep: Class 43 contains 6970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87359536.000000 Penalty: 27449.218750
Iteration 306Q: 43 clusters Score -8.735954e+07 nChanged 25636
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 28560 members 
Mstep: Class 3 contains 98308 members 
Mstep: Class 4 contains 18511 members 
Mstep: Class 5 contains 4576 members 
Mstep: Class 6 contains 13313 members 
Mstep: Class 7 contains 84933 members 
Mstep: Class 8 contains 9462 members 
Mstep: Class 9 contains 56884 members 
Mstep: Class 10 contains 37048 members 
Mstep: Class 11 contains 10356 members 
Mstep: Class 12 contains 161056 members 
Mstep: Class 13 contains 918 members 
Mstep: Class 14 contains 6001 members 
Mstep: Class 15 contains 13510 members 
Mstep: Class 16 contains 58900 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 12833 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 22578 members 
Mstep: Class 22 contains 4740 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 20902 members 
Mstep: Class 25 contains 82526 members 
Mstep: Class 26 contains 1954 members 
Mstep: Class 27 contains 171964 members 
Mstep: Class 28 contains 153674 members 
Mstep: Class 29 contains 73984 members 
Mstep: Class 30 contains 1431 members 
Mstep: Class 31 contains 39649 members 
Mstep: Class 32 contains 48899 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 1782 members 
Mstep: Class 35 contains 170789 members 
Mstep: Class 36 contains 79148 members 
Mstep: Class 37 contains 13679 members 
Mstep: Class 39 contains 86422 members 
Mstep: Class 40 contains 7851 members 
Mstep: Class 41 contains 19334 members 
Mstep: Class 42 contains 79194 members 
Mstep: Class 43 contains 6983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87364424.000000 Penalty: 27449.218750
Iteration 307Q: 43 clusters Score -8.736442e+07 nChanged 27906
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 28468 members 
Mstep: Class 3 contains 98812 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 4644 members 
Mstep: Class 6 contains 13320 members 
Mstep: Class 7 contains 85287 members 
Mstep: Class 8 contains 9477 members 
Mstep: Class 9 contains 56824 members 
Mstep: Class 10 contains 37091 members 
Mstep: Class 11 contains 10283 members 
Mstep: Class 12 contains 168982 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 6105 members 
Mstep: Class 15 contains 13761 members 
Mstep: Class 16 contains 58952 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 876 members 
Mstep: Class 19 contains 13260 members 
Mstep: Class 20 contains 2832 members 
Mstep: Class 21 contains 22575 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 1248 members 
Mstep: Class 24 contains 21462 members 
Mstep: Class 25 contains 82724 members 
Mstep: Class 26 contains 1944 members 
Mstep: Class 27 contains 169074 members 
Mstep: Class 28 contains 148904 members 
Mstep: Class 29 contains 74285 members 
Mstep: Class 30 contains 1427 members 
Mstep: Class 31 contains 38885 members 
Mstep: Class 32 contains 48534 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 1673 members 
Mstep: Class 35 contains 169054 members 
Mstep: Class 36 contains 79207 members 
Mstep: Class 37 contains 13629 members 
Mstep: Class 39 contains 87687 members 
Mstep: Class 40 contains 7861 members 
Mstep: Class 41 contains 19358 members 
Mstep: Class 42 contains 78906 members 
Mstep: Class 43 contains 6992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87369712.000000 Penalty: 27449.218750
Iteration 308Q: 43 clusters Score -8.736971e+07 nChanged 35413
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 28417 members 
Mstep: Class 3 contains 99321 members 
Mstep: Class 4 contains 17059 members 
Mstep: Class 5 contains 4711 members 
Mstep: Class 6 contains 13332 members 
Mstep: Class 7 contains 85770 members 
Mstep: Class 8 contains 9493 members 
Mstep: Class 9 contains 56849 members 
Mstep: Class 10 contains 37079 members 
Mstep: Class 11 contains 10177 members 
Mstep: Class 12 contains 179789 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 6219 members 
Mstep: Class 15 contains 13934 members 
Mstep: Class 16 contains 58954 members 
Mstep: Class 17 contains 1328 members 
Mstep: Class 18 contains 881 members 
Mstep: Class 19 contains 13637 members 
Mstep: Class 20 contains 2848 members 
Mstep: Class 21 contains 22581 members 
Mstep: Class 22 contains 4733 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 22009 members 
Mstep: Class 25 contains 83013 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 164277 members 
Mstep: Class 28 contains 142196 members 
Mstep: Class 29 contains 74559 members 
Mstep: Class 30 contains 1423 members 
Mstep: Class 31 contains 38121 members 
Mstep: Class 32 contains 48170 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 1580 members 
Mstep: Class 35 contains 165647 members 
Mstep: Class 36 contains 79338 members 
Mstep: Class 37 contains 13605 members 
Mstep: Class 39 contains 91173 members 
Mstep: Class 40 contains 7868 members 
Mstep: Class 41 contains 19376 members 
Mstep: Class 42 contains 78616 members 
Mstep: Class 43 contains 6998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87374064.000000 Penalty: 27449.218750
Iteration 309Q: 43 clusters Score -8.737406e+07 nChanged 44138
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 28402 members 
Mstep: Class 3 contains 99934 members 
Mstep: Class 4 contains 16757 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 13332 members 
Mstep: Class 7 contains 86276 members 
Mstep: Class 8 contains 9514 members 
Mstep: Class 9 contains 57011 members 
Mstep: Class 10 contains 37232 members 
Mstep: Class 11 contains 10112 members 
Mstep: Class 12 contains 190883 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 6350 members 
Mstep: Class 15 contains 14014 members 
Mstep: Class 16 contains 59030 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 13861 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 22560 members 
Mstep: Class 22 contains 4710 members 
Mstep: Class 23 contains 1041 members 
Mstep: Class 24 contains 22527 members 
Mstep: Class 25 contains 83371 members 
Mstep: Class 26 contains 1923 members 
Mstep: Class 27 contains 159769 members 
Mstep: Class 28 contains 134325 members 
Mstep: Class 29 contains 74893 members 
Mstep: Class 30 contains 1422 members 
Mstep: Class 31 contains 37460 members 
Mstep: Class 32 contains 47732 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 1489 members 
Mstep: Class 35 contains 160462 members 
Mstep: Class 36 contains 79555 members 
Mstep: Class 37 contains 13563 members 
Mstep: Class 39 contains 95996 members 
Mstep: Class 40 contains 7866 members 
Mstep: Class 41 contains 19414 members 
Mstep: Class 42 contains 78493 members 
Mstep: Class 43 contains 7007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87368032.000000 Penalty: 27449.218750
Iteration 310Q: 43 clusters Score -8.736803e+07 nChanged 45933
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 28456 members 
Mstep: Class 3 contains 100660 members 
Mstep: Class 4 contains 16695 members 
Mstep: Class 5 contains 4845 members 
Mstep: Class 6 contains 13338 members 
Mstep: Class 7 contains 86772 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 57234 members 
Mstep: Class 10 contains 37747 members 
Mstep: Class 11 contains 10334 members 
Mstep: Class 12 contains 194786 members 
Mstep: Class 13 contains 916 members 
Mstep: Class 14 contains 6530 members 
Mstep: Class 15 contains 13891 members 
Mstep: Class 16 contains 59066 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 13771 members 
Mstep: Class 20 contains 2885 members 
Mstep: Class 21 contains 22524 members 
Mstep: Class 22 contains 4705 members 
Mstep: Class 23 contains 902 members 
Mstep: Class 24 contains 22812 members 
Mstep: Class 25 contains 83769 members 
Mstep: Class 26 contains 1912 members 
Mstep: Class 27 contains 158993 members 
Mstep: Class 28 contains 127662 members 
Mstep: Class 29 contains 75284 members 
Mstep: Class 30 contains 1420 members 
Mstep: Class 31 contains 37112 members 
Mstep: Class 32 contains 47336 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 156366 members 
Mstep: Class 36 contains 79921 members 
Mstep: Class 37 contains 13548 members 
Mstep: Class 39 contains 100918 members 
Mstep: Class 40 contains 7851 members 
Mstep: Class 41 contains 19472 members 
Mstep: Class 42 contains 78426 members 
Mstep: Class 43 contains 7004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87362832.000000 Penalty: 27449.218750
Iteration 311Q: 43 clusters Score -8.736283e+07 nChanged 39011
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 28498 members 
Mstep: Class 3 contains 101385 members 
Mstep: Class 4 contains 16760 members 
Mstep: Class 5 contains 4877 members 
Mstep: Class 6 contains 13343 members 
Mstep: Class 7 contains 87270 members 
Mstep: Class 8 contains 9495 members 
Mstep: Class 9 contains 57536 members 
Mstep: Class 10 contains 38616 members 
Mstep: Class 11 contains 10714 members 
Mstep: Class 12 contains 190189 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 6690 members 
Mstep: Class 15 contains 13559 members 
Mstep: Class 16 contains 59083 members 
Mstep: Class 17 contains 1665 members 
Mstep: Class 18 contains 914 members 
Mstep: Class 19 contains 13362 members 
Mstep: Class 20 contains 2889 members 
Mstep: Class 21 contains 22503 members 
Mstep: Class 22 contains 4699 members 
Mstep: Class 23 contains 762 members 
Mstep: Class 24 contains 22701 members 
Mstep: Class 25 contains 84275 members 
Mstep: Class 26 contains 1900 members 
Mstep: Class 27 contains 161937 members 
Mstep: Class 28 contains 123785 members 
Mstep: Class 29 contains 75759 members 
Mstep: Class 30 contains 1422 members 
Mstep: Class 31 contains 36988 members 
Mstep: Class 32 contains 46979 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 34 contains 1293 members 
Mstep: Class 35 contains 155121 members 
Mstep: Class 36 contains 80299 members 
Mstep: Class 37 contains 13539 members 
Mstep: Class 39 contains 104871 members 
Mstep: Class 40 contains 7843 members 
Mstep: Class 41 contains 19525 members 
Mstep: Class 42 contains 78237 members 
Mstep: Class 43 contains 7011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 652.659180 but Gain 653.552734
Score: -87367160.000000 Penalty: 26795.666016
Iteration 312Q: 42 clusters Score -8.736716e+07 nChanged 31414
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 28564 members 
Mstep: Class 3 contains 102095 members 
Mstep: Class 4 contains 16783 members 
Mstep: Class 5 contains 4922 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 87754 members 
Mstep: Class 8 contains 9472 members 
Mstep: Class 9 contains 57915 members 
Mstep: Class 10 contains 39646 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 12 contains 183018 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 6838 members 
Mstep: Class 15 contains 13135 members 
Mstep: Class 16 contains 59119 members 
Mstep: Class 17 contains 1745 members 
Mstep: Class 18 contains 926 members 
Mstep: Class 19 contains 12779 members 
Mstep: Class 20 contains 2870 members 
Mstep: Class 21 contains 22510 members 
Mstep: Class 22 contains 4668 members 
Mstep: Class 24 contains 22261 members 
Mstep: Class 25 contains 84681 members 
Mstep: Class 26 contains 1894 members 
Mstep: Class 27 contains 165480 members 
Mstep: Class 28 contains 121637 members 
Mstep: Class 29 contains 76131 members 
Mstep: Class 30 contains 1421 members 
Mstep: Class 31 contains 36926 members 
Mstep: Class 32 contains 46631 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 1234 members 
Mstep: Class 35 contains 155987 members 
Mstep: Class 36 contains 80660 members 
Mstep: Class 37 contains 13565 members 
Mstep: Class 39 contains 107919 members 
Mstep: Class 40 contains 7846 members 
Mstep: Class 41 contains 19565 members 
Mstep: Class 42 contains 78113 members 
Mstep: Class 43 contains 7007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87375144.000000 Penalty: 26795.666016
Iteration 313Q: 42 clusters Score -8.737514e+07 nChanged 23936
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 28605 members 
Mstep: Class 3 contains 102847 members 
Mstep: Class 4 contains 16762 members 
Mstep: Class 5 contains 4997 members 
Mstep: Class 6 contains 13366 members 
Mstep: Class 7 contains 88186 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 58292 members 
Mstep: Class 10 contains 40667 members 
Mstep: Class 11 contains 11861 members 
Mstep: Class 12 contains 176570 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 6935 members 
Mstep: Class 15 contains 12808 members 
Mstep: Class 16 contains 59139 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 12264 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 22522 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 24 contains 21786 members 
Mstep: Class 25 contains 85088 members 
Mstep: Class 26 contains 1887 members 
Mstep: Class 27 contains 167234 members 
Mstep: Class 28 contains 120525 members 
Mstep: Class 29 contains 76487 members 
Mstep: Class 30 contains 1421 members 
Mstep: Class 31 contains 36528 members 
Mstep: Class 32 contains 46313 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 1188 members 
Mstep: Class 35 contains 157282 members 
Mstep: Class 36 contains 80888 members 
Mstep: Class 37 contains 13577 members 
Mstep: Class 39 contains 110193 members 
Mstep: Class 40 contains 7841 members 
Mstep: Class 41 contains 19616 members 
Mstep: Class 42 contains 78028 members 
Mstep: Class 43 contains 7006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383208.000000 Penalty: 26795.666016
Iteration 314Q: 42 clusters Score -8.738321e+07 nChanged 19223
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 28648 members 
Mstep: Class 3 contains 103447 members 
Mstep: Class 4 contains 16700 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 88569 members 
Mstep: Class 8 contains 9451 members 
Mstep: Class 9 contains 58646 members 
Mstep: Class 10 contains 41662 members 
Mstep: Class 11 contains 12448 members 
Mstep: Class 12 contains 171524 members 
Mstep: Class 13 contains 940 members 
Mstep: Class 14 contains 7013 members 
Mstep: Class 15 contains 12598 members 
Mstep: Class 16 contains 59143 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 950 members 
Mstep: Class 19 contains 11814 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 22556 members 
Mstep: Class 22 contains 4572 members 
Mstep: Class 24 contains 21336 members 
Mstep: Class 25 contains 85385 members 
Mstep: Class 26 contains 1881 members 
Mstep: Class 27 contains 168067 members 
Mstep: Class 28 contains 120066 members 
Mstep: Class 29 contains 76814 members 
Mstep: Class 30 contains 1421 members 
Mstep: Class 31 contains 36006 members 
Mstep: Class 32 contains 45980 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 34 contains 1144 members 
Mstep: Class 35 contains 158446 members 
Mstep: Class 36 contains 81060 members 
Mstep: Class 37 contains 13596 members 
Mstep: Class 39 contains 111876 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 19670 members 
Mstep: Class 42 contains 77994 members 
Mstep: Class 43 contains 6993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87390296.000000 Penalty: 26795.666016
Iteration 315Q: 42 clusters Score -8.73903e+07 nChanged 16264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 28647 members 
Mstep: Class 3 contains 103871 members 
Mstep: Class 4 contains 16596 members 
Mstep: Class 5 contains 5125 members 
Mstep: Class 6 contains 13412 members 
Mstep: Class 7 contains 88962 members 
Mstep: Class 8 contains 9436 members 
Mstep: Class 9 contains 58984 members 
Mstep: Class 10 contains 42638 members 
Mstep: Class 11 contains 13016 members 
Mstep: Class 12 contains 168252 members 
Mstep: Class 13 contains 949 members 
Mstep: Class 14 contains 7106 members 
Mstep: Class 15 contains 12467 members 
Mstep: Class 16 contains 59156 members 
Mstep: Class 17 contains 1770 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 11411 members 
Mstep: Class 20 contains 2827 members 
Mstep: Class 21 contains 22579 members 
Mstep: Class 22 contains 4500 members 
Mstep: Class 24 contains 20954 members 
Mstep: Class 25 contains 85626 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 168033 members 
Mstep: Class 28 contains 119883 members 
Mstep: Class 29 contains 77146 members 
Mstep: Class 30 contains 1422 members 
Mstep: Class 31 contains 35405 members 
Mstep: Class 32 contains 45567 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 1106 members 
Mstep: Class 35 contains 159462 members 
Mstep: Class 36 contains 81137 members 
Mstep: Class 37 contains 13622 members 
Mstep: Class 39 contains 112830 members 
Mstep: Class 40 contains 7826 members 
Mstep: Class 41 contains 19707 members 
Mstep: Class 42 contains 78048 members 
Mstep: Class 43 contains 6993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87395744.000000 Penalty: 26795.666016
Iteration 316Q: 42 clusters Score -8.739574e+07 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 28649 members 
Mstep: Class 3 contains 104139 members 
Mstep: Class 4 contains 16452 members 
Mstep: Class 5 contains 5165 members 
Mstep: Class 6 contains 13418 members 
Mstep: Class 7 contains 89351 members 
Mstep: Class 8 contains 9424 members 
Mstep: Class 9 contains 59299 members 
Mstep: Class 10 contains 43518 members 
Mstep: Class 11 contains 13553 members 
Mstep: Class 12 contains 166397 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 7225 members 
Mstep: Class 15 contains 12375 members 
Mstep: Class 16 contains 59141 members 
Mstep: Class 17 contains 1780 members 
Mstep: Class 18 contains 972 members 
Mstep: Class 19 contains 11073 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 22626 members 
Mstep: Class 22 contains 4424 members 
Mstep: Class 24 contains 20668 members 
Mstep: Class 25 contains 85846 members 
Mstep: Class 26 contains 1868 members 
Mstep: Class 27 contains 167349 members 
Mstep: Class 28 contains 119907 members 
Mstep: Class 29 contains 77428 members 
Mstep: Class 30 contains 1426 members 
Mstep: Class 31 contains 34826 members 
Mstep: Class 32 contains 45169 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 1075 members 
Mstep: Class 35 contains 160257 members 
Mstep: Class 36 contains 81197 members 
Mstep: Class 37 contains 13637 members 
Mstep: Class 39 contains 113225 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 19735 members 
Mstep: Class 42 contains 78118 members 
Mstep: Class 43 contains 6991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87399632.000000 Penalty: 26795.666016
Iteration 317Q: 42 clusters Score -8.739963e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 28626 members 
Mstep: Class 3 contains 104286 members 
Mstep: Class 4 contains 16245 members 
Mstep: Class 5 contains 5199 members 
Mstep: Class 6 contains 13428 members 
Mstep: Class 7 contains 89683 members 
Mstep: Class 8 contains 9395 members 
Mstep: Class 9 contains 59589 members 
Mstep: Class 10 contains 44271 members 
Mstep: Class 11 contains 14036 members 
Mstep: Class 12 contains 165565 members 
Mstep: Class 13 contains 965 members 
Mstep: Class 14 contains 7341 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 59098 members 
Mstep: Class 17 contains 1777 members 
Mstep: Class 18 contains 988 members 
Mstep: Class 19 contains 10798 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 21 contains 22690 members 
Mstep: Class 22 contains 4363 members 
Mstep: Class 24 contains 20445 members 
Mstep: Class 25 contains 86002 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 27 contains 166400 members 
Mstep: Class 28 contains 120016 members 
Mstep: Class 29 contains 77681 members 
Mstep: Class 30 contains 1434 members 
Mstep: Class 31 contains 34297 members 
Mstep: Class 32 contains 44775 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 1042 members 
Mstep: Class 35 contains 160954 members 
Mstep: Class 36 contains 81287 members 
Mstep: Class 37 contains 13648 members 
Mstep: Class 39 contains 113218 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 19760 members 
Mstep: Class 42 contains 78183 members 
Mstep: Class 43 contains 6998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401256.000000 Penalty: 26795.666016
Iteration 318Q: 42 clusters Score -8.740126e+07 nChanged 10990
Entering ConstructFrom: 
Score: -87401256.000000 Penalty: 26795.666016
Entering ConstructFrom: 
Trying to split cluster 1 (20858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Entering Unmasked Estep 
Score: -1153404.500000 Penalty: 452.519928
	Iteration 0F: 2 clusters Score -1153404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1139590.500000 Penalty: 905.039856
	Iteration 0F: 3 clusters Score -1139590 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1145254.250000 Penalty: 905.039856
	Iteration 1F: 3 clusters Score -1145254 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1146044.000000 Penalty: 905.039856
	Iteration 2F: 3 clusters Score -1146044 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1147404.875000 Penalty: 905.039856
	Iteration 3F: 3 clusters Score -1147405 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -1149336.750000 Penalty: 905.039856
	Iteration 4F: 3 clusters Score -1149337 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1151247.250000 Penalty: 905.039856
	Iteration 5F: 3 clusters Score -1151247 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -1152377.750000 Penalty: 905.039856
	Iteration 6F: 3 clusters Score -1152378 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -1152814.625000 Penalty: 905.039856
	Iteration 7Q: 3 clusters Score -1152815 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -1152940.125000 Penalty: 905.039856
	Iteration 8Q: 3 clusters Score -1152940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -1152978.000000 Penalty: 905.039856
	Iteration 9Q: 3 clusters Score -1152978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1152990.375000 Penalty: 905.039856
	Iteration 10Q: 3 clusters Score -1152990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -1152997.125000 Penalty: 905.039856
	Iteration 11Q: 3 clusters Score -1152997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -1153005.875000 Penalty: 905.039856
	Iteration 12Q: 3 clusters Score -1153006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -1153011.875000 Penalty: 905.039856
	Iteration 13Q: 3 clusters Score -1153012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -1153011.875000 Penalty: 905.039856
	Iteration 14F: 3 clusters Score -1153012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Entering Unmasked Estep 
Score: -1612831.000000 Penalty: 466.882874
	Iteration 0F: 2 clusters Score -1612831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1593634.500000 Penalty: 933.765747
	Iteration 0F: 3 clusters Score -1593634 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1601788.500000 Penalty: 933.765747
	Iteration 1F: 3 clusters Score -1601788 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1602277.125000 Penalty: 933.765747
	Iteration 2Q: 3 clusters Score -1602277 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1603048.250000 Penalty: 933.765747
	Iteration 3F: 3 clusters Score -1603048 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1604295.750000 Penalty: 933.765747
	Iteration 4F: 3 clusters Score -1604296 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -1606097.000000 Penalty: 933.765747
	Iteration 5F: 3 clusters Score -1606097 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1608076.375000 Penalty: 933.765747
	Iteration 6F: 3 clusters Score -1608076 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1609315.375000 Penalty: 933.765747
	Iteration 7F: 3 clusters Score -1609315 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1609939.875000 Penalty: 933.765747
	Iteration 8Q: 3 clusters Score -1609940 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1610375.375000 Penalty: 933.765747
	Iteration 9Q: 3 clusters Score -1610375 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1610732.625000 Penalty: 933.765747
	Iteration 10Q: 3 clusters Score -1610733 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1610979.500000 Penalty: 933.765747
	Iteration 11Q: 3 clusters Score -1610980 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1611169.750000 Penalty: 933.765747
	Iteration 12Q: 3 clusters Score -1611170 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1611297.125000 Penalty: 933.765747
	Iteration 13Q: 3 clusters Score -1611297 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -1611359.625000 Penalty: 933.765747
	Iteration 14Q: 3 clusters Score -1611360 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1611400.250000 Penalty: 933.765747
	Iteration 15Q: 3 clusters Score -1611400 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1611417.500000 Penalty: 933.765747
	Iteration 16Q: 3 clusters Score -1611418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1611430.125000 Penalty: 933.765747
	Iteration 17Q: 3 clusters Score -1611430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1611435.500000 Penalty: 933.765747
	Iteration 18Q: 3 clusters Score -1611436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1611437.875000 Penalty: 933.765747
	Iteration 19Q: 3 clusters Score -1611438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -1611441.750000 Penalty: 933.765747
	Iteration 20F: 3 clusters Score -1611442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1611439.000000 Penalty: 933.765747
	Iteration 21Q: 3 clusters Score -1611439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -1611442.875000 Penalty: 933.765747
	Iteration 22Q: 3 clusters Score -1611443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -1611441.125000 Penalty: 933.765747
	Iteration 23Q: 3 clusters Score -1611441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1611444.500000 Penalty: 933.765747
	Iteration 24Q: 3 clusters Score -1611444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1611444.125000 Penalty: 933.765747
	Iteration 25Q: 3 clusters Score -1611444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1611445.500000 Penalty: 933.765747
	Iteration 26Q: 3 clusters Score -1611446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1611444.500000 Penalty: 933.765747
	Iteration 27Q: 3 clusters Score -1611444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1611444.875000 Penalty: 933.765747
	Iteration 28Q: 3 clusters Score -1611445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1611438.875000 Penalty: 933.765747
	Iteration 29Q: 3 clusters Score -1611439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1611441.125000 Penalty: 933.765747
	Iteration 30Q: 3 clusters Score -1611441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1611438.750000 Penalty: 933.765747
	Iteration 31Q: 3 clusters Score -1611439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1611441.500000 Penalty: 933.765747
	Iteration 32Q: 3 clusters Score -1611442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1611440.250000 Penalty: 933.765747
	Iteration 33Q: 3 clusters Score -1611440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1611439.750000 Penalty: 933.765747
	Iteration 34Q: 3 clusters Score -1611440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1611434.125000 Penalty: 933.765747
	Iteration 35Q: 3 clusters Score -1611434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1611437.500000 Penalty: 933.765747
	Iteration 36Q: 3 clusters Score -1611438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -1611436.125000 Penalty: 933.765747
	Iteration 37Q: 3 clusters Score -1611436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1611431.625000 Penalty: 933.765747
	Iteration 38Q: 3 clusters Score -1611432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1611432.875000 Penalty: 933.765747
	Iteration 39Q: 3 clusters Score -1611433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -1611431.125000 Penalty: 933.765747
	Iteration 40F: 3 clusters Score -1611431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -1611431.500000 Penalty: 933.765747
	Iteration 41Q: 3 clusters Score -1611432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1611431.250000 Penalty: 933.765747
	Iteration 42Q: 3 clusters Score -1611431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -1611432.375000 Penalty: 933.765747
	Iteration 43Q: 3 clusters Score -1611432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1611430.750000 Penalty: 933.765747
	Iteration 44Q: 3 clusters Score -1611431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -1611430.500000 Penalty: 933.765747
	Iteration 45Q: 3 clusters Score -1611430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1611431.125000 Penalty: 933.765747
	Iteration 46Q: 3 clusters Score -1611431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1611433.750000 Penalty: 933.765747
	Iteration 47Q: 3 clusters Score -1611434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -1611434.250000 Penalty: 933.765747
	Iteration 48Q: 3 clusters Score -1611434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1611434.375000 Penalty: 933.765747
	Iteration 49Q: 3 clusters Score -1611434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1611434.250000 Penalty: 933.765747
	Iteration 50Q: 3 clusters Score -1611434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1611431.875000 Penalty: 933.765747
	Iteration 51Q: 3 clusters Score -1611432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1611429.250000 Penalty: 933.765747
	Iteration 52Q: 3 clusters Score -1611429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1611432.125000 Penalty: 933.765747
	Iteration 53Q: 3 clusters Score -1611432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -1611428.875000 Penalty: 933.765747
	Iteration 54Q: 3 clusters Score -1611429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1611429.125000 Penalty: 933.765747
	Iteration 55Q: 3 clusters Score -1611429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1611429.500000 Penalty: 933.765747
	Iteration 56Q: 3 clusters Score -1611430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1611428.875000 Penalty: 933.765747
	Iteration 57Q: 3 clusters Score -1611429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -1611428.000000 Penalty: 933.765747
	Iteration 58Q: 3 clusters Score -1611428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1611430.000000 Penalty: 933.765747
	Iteration 59Q: 3 clusters Score -1611430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1611430.000000 Penalty: 933.765747
	Iteration 60F: 3 clusters Score -1611430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104347 members 
Entering Unmasked Estep 
Score: -5485585.500000 Penalty: 525.774231
	Iteration 0F: 2 clusters Score -5485586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -5416231.500000 Penalty: 1051.548462
	Iteration 0F: 3 clusters Score -5416232 nChanged 50866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 55867 members 
Entering Unmasked Estep 
Score: -5448948.000000 Penalty: 1051.548462
	Iteration 1F: 3 clusters Score -5448948 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -5452158.000000 Penalty: 1051.548462
	Iteration 2F: 3 clusters Score -5452158 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 61839 members 
Entering Unmasked Estep 
Score: -5456801.000000 Penalty: 1051.548462
	Iteration 3F: 3 clusters Score -5456801 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -5462710.000000 Penalty: 1051.548462
	Iteration 4F: 3 clusters Score -5462710 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -5468062.500000 Penalty: 1051.548462
	Iteration 5F: 3 clusters Score -5468062 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -5471375.000000 Penalty: 1051.548462
	Iteration 6F: 3 clusters Score -5471375 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -5473115.500000 Penalty: 1051.548462
	Iteration 7Q: 3 clusters Score -5473116 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 77020 members 
Entering Unmasked Estep 
Score: -5474231.500000 Penalty: 1051.548462
	Iteration 8Q: 3 clusters Score -5474232 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -5475161.000000 Penalty: 1051.548462
	Iteration 9Q: 3 clusters Score -5475161 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 81796 members 
Entering Unmasked Estep 
Score: -5476083.500000 Penalty: 1051.548462
	Iteration 10Q: 3 clusters Score -5476084 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 84194 members 
Entering Unmasked Estep 
Score: -5477141.000000 Penalty: 1051.548462
	Iteration 11Q: 3 clusters Score -5477141 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -5478191.500000 Penalty: 1051.548462
	Iteration 12Q: 3 clusters Score -5478192 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -5479324.000000 Penalty: 1051.548462
	Iteration 13Q: 3 clusters Score -5479324 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -5480473.000000 Penalty: 1051.548462
	Iteration 14Q: 3 clusters Score -5480473 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -5481444.500000 Penalty: 1051.548462
	Iteration 15Q: 3 clusters Score -5481444 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -5482200.500000 Penalty: 1051.548462
	Iteration 16Q: 3 clusters Score -5482200 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 96357 members 
Entering Unmasked Estep 
Score: -5482763.000000 Penalty: 1051.548462
	Iteration 17Q: 3 clusters Score -5482763 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -5483215.500000 Penalty: 1051.548462
	Iteration 18Q: 3 clusters Score -5483216 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -5483625.000000 Penalty: 1051.548462
	Iteration 19Q: 3 clusters Score -5483625 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -5484054.500000 Penalty: 1051.548462
	Iteration 20F: 3 clusters Score -5484054 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -5484329.000000 Penalty: 1051.548462
	Iteration 21Q: 3 clusters Score -5484329 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -5484559.500000 Penalty: 1051.548462
	Iteration 22Q: 3 clusters Score -5484560 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -5484745.000000 Penalty: 1051.548462
	Iteration 23Q: 3 clusters Score -5484745 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 102461 members 
Entering Unmasked Estep 
Score: -5484873.500000 Penalty: 1051.548462
	Iteration 24Q: 3 clusters Score -5484874 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 102804 members 
Entering Unmasked Estep 
Score: -5484942.000000 Penalty: 1051.548462
	Iteration 25Q: 3 clusters Score -5484942 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 103076 members 
Entering Unmasked Estep 
Score: -5484996.500000 Penalty: 1051.548462
	Iteration 26Q: 3 clusters Score -5484996 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 103300 members 
Entering Unmasked Estep 
Score: -5485040.500000 Penalty: 1051.548462
	Iteration 27Q: 3 clusters Score -5485040 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -5485099.000000 Penalty: 1051.548462
	Iteration 28Q: 3 clusters Score -5485099 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -5485149.500000 Penalty: 1051.548462
	Iteration 29Q: 3 clusters Score -5485150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 103738 members 
Entering Unmasked Estep 
Score: -5485159.500000 Penalty: 1051.548462
	Iteration 30Q: 3 clusters Score -5485160 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 103830 members 
Entering Unmasked Estep 
Score: -5485198.000000 Penalty: 1051.548462
	Iteration 31Q: 3 clusters Score -5485198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 103892 members 
Entering Unmasked Estep 
Score: -5485219.000000 Penalty: 1051.548462
	Iteration 32Q: 3 clusters Score -5485219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -5485239.500000 Penalty: 1051.548462
	Iteration 33Q: 3 clusters Score -5485240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 103984 members 
Entering Unmasked Estep 
Score: -5485245.500000 Penalty: 1051.548462
	Iteration 34Q: 3 clusters Score -5485246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -5485254.500000 Penalty: 1051.548462
	Iteration 35Q: 3 clusters Score -5485254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -5485262.000000 Penalty: 1051.548462
	Iteration 36Q: 3 clusters Score -5485262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 104054 members 
Entering Unmasked Estep 
Score: -5485271.000000 Penalty: 1051.548462
	Iteration 37Q: 3 clusters Score -5485271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 104058 members 
Entering Unmasked Estep 
Score: -5485278.500000 Penalty: 1051.548462
	Iteration 38Q: 3 clusters Score -5485278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 104066 members 
Entering Unmasked Estep 
Score: -5485280.500000 Penalty: 1051.548462
	Iteration 39Q: 3 clusters Score -5485280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 104077 members 
Entering Unmasked Estep 
Score: -5485293.000000 Penalty: 1051.548462
	Iteration 40F: 3 clusters Score -5485293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 104092 members 
Entering Unmasked Estep 
Score: -5485304.500000 Penalty: 1051.548462
	Iteration 41Q: 3 clusters Score -5485304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 104100 members 
Entering Unmasked Estep 
Score: -5485314.500000 Penalty: 1051.548462
	Iteration 42Q: 3 clusters Score -5485314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 104110 members 
Entering Unmasked Estep 
Score: -5485305.000000 Penalty: 1051.548462
	Iteration 43Q: 3 clusters Score -5485305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 104115 members 
Entering Unmasked Estep 
Score: -5485308.000000 Penalty: 1051.548462
	Iteration 44Q: 3 clusters Score -5485308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 104119 members 
Entering Unmasked Estep 
Score: -5485315.500000 Penalty: 1051.548462
	Iteration 45Q: 3 clusters Score -5485316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 104124 members 
Entering Unmasked Estep 
Score: -5485321.500000 Penalty: 1051.548462
	Iteration 46Q: 3 clusters Score -5485322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 104124 members 
Entering Unmasked Estep 
Score: -5485323.000000 Penalty: 1051.548462
	Iteration 47Q: 3 clusters Score -5485323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 104126 members 
Entering Unmasked Estep 
Score: -5485324.500000 Penalty: 1051.548462
	Iteration 48Q: 3 clusters Score -5485324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -5485326.000000 Penalty: 1051.548462
	Iteration 49Q: 3 clusters Score -5485326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 104127 members 
Entering Unmasked Estep 
Score: -5485326.000000 Penalty: 1051.548462
	Iteration 50F: 3 clusters Score -5485326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Entering Unmasked Estep 
Score: -899552.687500 Penalty: 440.407288
	Iteration 0F: 2 clusters Score -899552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -888924.812500 Penalty: 880.814575
	Iteration 0F: 3 clusters Score -888924.8 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -893350.687500 Penalty: 880.814575
	Iteration 1F: 3 clusters Score -893350.7 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -893764.187500 Penalty: 880.814575
	Iteration 2F: 3 clusters Score -893764.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -894363.625000 Penalty: 880.814575
	Iteration 3F: 3 clusters Score -894363.6 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -895274.812500 Penalty: 880.814575
	Iteration 4F: 3 clusters Score -895274.8 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -896481.000000 Penalty: 880.814575
	Iteration 5F: 3 clusters Score -896481 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -897391.750000 Penalty: 880.814575
	Iteration 6F: 3 clusters Score -897391.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -897941.625000 Penalty: 880.814575
	Iteration 7Q: 3 clusters Score -897941.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -898239.750000 Penalty: 880.814575
	Iteration 8Q: 3 clusters Score -898239.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -898418.250000 Penalty: 880.814575
	Iteration 9Q: 3 clusters Score -898418.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -898537.125000 Penalty: 880.814575
	Iteration 10Q: 3 clusters Score -898537.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -898604.937500 Penalty: 880.814575
	Iteration 11Q: 3 clusters Score -898604.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -898663.437500 Penalty: 880.814575
	Iteration 12Q: 3 clusters Score -898663.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -898710.500000 Penalty: 880.814575
	Iteration 13Q: 3 clusters Score -898710.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -898758.000000 Penalty: 880.814575
	Iteration 14Q: 3 clusters Score -898758 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -898802.000000 Penalty: 880.814575
	Iteration 15Q: 3 clusters Score -898802 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -898840.250000 Penalty: 880.814575
	Iteration 16Q: 3 clusters Score -898840.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -898884.625000 Penalty: 880.814575
	Iteration 17Q: 3 clusters Score -898884.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -898921.375000 Penalty: 880.814575
	Iteration 18Q: 3 clusters Score -898921.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -898959.312500 Penalty: 880.814575
	Iteration 19Q: 3 clusters Score -898959.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -898989.437500 Penalty: 880.814575
	Iteration 20F: 3 clusters Score -898989.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -899020.312500 Penalty: 880.814575
	Iteration 21Q: 3 clusters Score -899020.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -899054.812500 Penalty: 880.814575
	Iteration 22Q: 3 clusters Score -899054.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -899090.187500 Penalty: 880.814575
	Iteration 23Q: 3 clusters Score -899090.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -899114.750000 Penalty: 880.814575
	Iteration 24Q: 3 clusters Score -899114.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -899138.687500 Penalty: 880.814575
	Iteration 25Q: 3 clusters Score -899138.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -899147.687500 Penalty: 880.814575
	Iteration 26Q: 3 clusters Score -899147.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -899157.375000 Penalty: 880.814575
	Iteration 27Q: 3 clusters Score -899157.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -899166.500000 Penalty: 880.814575
	Iteration 28Q: 3 clusters Score -899166.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -899175.312500 Penalty: 880.814575
	Iteration 29Q: 3 clusters Score -899175.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -899177.062500 Penalty: 880.814575
	Iteration 30Q: 3 clusters Score -899177.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -899178.937500 Penalty: 880.814575
	Iteration 31Q: 3 clusters Score -899178.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -899181.437500 Penalty: 880.814575
	Iteration 32Q: 3 clusters Score -899181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -899182.875000 Penalty: 880.814575
	Iteration 33Q: 3 clusters Score -899182.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -899186.000000 Penalty: 880.814575
	Iteration 34Q: 3 clusters Score -899186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -899187.375000 Penalty: 880.814575
	Iteration 35Q: 3 clusters Score -899187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -899188.312500 Penalty: 880.814575
	Iteration 36Q: 3 clusters Score -899188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -899189.062500 Penalty: 880.814575
	Iteration 37Q: 3 clusters Score -899189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -899189.625000 Penalty: 880.814575
	Iteration 38Q: 3 clusters Score -899189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -899189.750000 Penalty: 880.814575
	Iteration 39Q: 3 clusters Score -899189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -899189.750000 Penalty: 880.814575
	Iteration 40F: 3 clusters Score -899189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Entering Unmasked Estep 
Score: -272775.843750 Penalty: 389.587280
	Iteration 0F: 2 clusters Score -272775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -269262.250000 Penalty: 779.174561
	Iteration 0F: 3 clusters Score -269262.2 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -270733.312500 Penalty: 779.174561
	Iteration 1F: 3 clusters Score -270733.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -271106.531250 Penalty: 779.174561
	Iteration 2F: 3 clusters Score -271106.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -271570.406250 Penalty: 779.174561
	Iteration 3F: 3 clusters Score -271570.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -271922.125000 Penalty: 779.174561
	Iteration 4F: 3 clusters Score -271922.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -272127.531250 Penalty: 779.174561
	Iteration 5F: 3 clusters Score -272127.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -272244.031250 Penalty: 779.174561
	Iteration 6Q: 3 clusters Score -272244 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -272303.656250 Penalty: 779.174561
	Iteration 7Q: 3 clusters Score -272303.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -272349.468750 Penalty: 779.174561
	Iteration 8Q: 3 clusters Score -272349.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -272377.687500 Penalty: 779.174561
	Iteration 9Q: 3 clusters Score -272377.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -272396.468750 Penalty: 779.174561
	Iteration 10Q: 3 clusters Score -272396.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -272404.656250 Penalty: 779.174561
	Iteration 11Q: 3 clusters Score -272404.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -272413.531250 Penalty: 779.174561
	Iteration 12Q: 3 clusters Score -272413.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -272418.156250 Penalty: 779.174561
	Iteration 13Q: 3 clusters Score -272418.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -272421.031250 Penalty: 779.174561
	Iteration 14Q: 3 clusters Score -272421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -272422.906250 Penalty: 779.174561
	Iteration 15Q: 3 clusters Score -272422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -272422.375000 Penalty: 779.174561
	Iteration 16Q: 3 clusters Score -272422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -272423.875000 Penalty: 779.174561
	Iteration 17Q: 3 clusters Score -272423.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -272424.406250 Penalty: 779.174561
	Iteration 18Q: 3 clusters Score -272424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -272423.968750 Penalty: 779.174561
	Iteration 19Q: 3 clusters Score -272424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -272424.375000 Penalty: 779.174561
	Iteration 20F: 3 clusters Score -272424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -272425.312500 Penalty: 779.174561
	Iteration 21Q: 3 clusters Score -272425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -272426.250000 Penalty: 779.174561
	Iteration 22Q: 3 clusters Score -272426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -272427.093750 Penalty: 779.174561
	Iteration 23Q: 3 clusters Score -272427.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -272427.937500 Penalty: 779.174561
	Iteration 24Q: 3 clusters Score -272427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -272428.218750 Penalty: 779.174561
	Iteration 25Q: 3 clusters Score -272428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -272429.062500 Penalty: 779.174561
	Iteration 26Q: 3 clusters Score -272429.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -272429.250000 Penalty: 779.174561
	Iteration 27Q: 3 clusters Score -272429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -272429.718750 Penalty: 779.174561
	Iteration 28Q: 3 clusters Score -272429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -272429.718750 Penalty: 779.174561
	Iteration 29Q: 3 clusters Score -272429.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -272430.343750 Penalty: 779.174561
	Iteration 30Q: 3 clusters Score -272430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -272430.375000 Penalty: 779.174561
	Iteration 31Q: 3 clusters Score -272430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -272430.968750 Penalty: 779.174561
	Iteration 32Q: 3 clusters Score -272431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -272430.687500 Penalty: 779.174561
	Iteration 33Q: 3 clusters Score -272430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -272430.687500 Penalty: 779.174561
	Iteration 34F: 3 clusters Score -272430.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Entering Unmasked Estep 
Score: -773854.062500 Penalty: 432.542908
	Iteration 0F: 2 clusters Score -773854.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -764920.812500 Penalty: 865.085815
	Iteration 0F: 3 clusters Score -764920.8 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -768995.062500 Penalty: 865.085815
	Iteration 1F: 3 clusters Score -768995.1 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -769602.937500 Penalty: 865.085815
	Iteration 2F: 3 clusters Score -769602.9 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -770567.062500 Penalty: 865.085815
	Iteration 3F: 3 clusters Score -770567.1 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -771679.062500 Penalty: 865.085815
	Iteration 4F: 3 clusters Score -771679.1 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -772556.562500 Penalty: 865.085815
	Iteration 5F: 3 clusters Score -772556.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -773061.750000 Penalty: 865.085815
	Iteration 6Q: 3 clusters Score -773061.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -773311.687500 Penalty: 865.085815
	Iteration 7Q: 3 clusters Score -773311.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -773427.875000 Penalty: 865.085815
	Iteration 8Q: 3 clusters Score -773427.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -773463.750000 Penalty: 865.085815
	Iteration 9Q: 3 clusters Score -773463.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -773472.750000 Penalty: 865.085815
	Iteration 10Q: 3 clusters Score -773472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -773476.125000 Penalty: 865.085815
	Iteration 11Q: 3 clusters Score -773476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -773476.625000 Penalty: 865.085815
	Iteration 12Q: 3 clusters Score -773476.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -773476.625000 Penalty: 865.085815
	Iteration 13F: 3 clusters Score -773476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (90019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Entering Unmasked Estep 
Score: -4971972.500000 Penalty: 519.053833
	Iteration 0F: 2 clusters Score -4971972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -4912341.000000 Penalty: 1038.107666
	Iteration 0F: 3 clusters Score -4912341 nChanged 44002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -4938958.500000 Penalty: 1038.107666
	Iteration 1F: 3 clusters Score -4938958 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -4940275.000000 Penalty: 1038.107666
	Iteration 2Q: 3 clusters Score -4940275 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -4942453.500000 Penalty: 1038.107666
	Iteration 3Q: 3 clusters Score -4942454 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -4946158.500000 Penalty: 1038.107666
	Iteration 4F: 3 clusters Score -4946158 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -4952535.000000 Penalty: 1038.107666
	Iteration 5F: 3 clusters Score -4952535 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4960024.500000 Penalty: 1038.107666
	Iteration 6F: 3 clusters Score -4960024 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4964458.500000 Penalty: 1038.107666
	Iteration 7F: 3 clusters Score -4964458 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -4966265.000000 Penalty: 1038.107666
	Iteration 8Q: 3 clusters Score -4966265 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -4967351.500000 Penalty: 1038.107666
	Iteration 9Q: 3 clusters Score -4967352 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -4968080.500000 Penalty: 1038.107666
	Iteration 10Q: 3 clusters Score -4968080 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -4968644.000000 Penalty: 1038.107666
	Iteration 11Q: 3 clusters Score -4968644 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -4969072.500000 Penalty: 1038.107666
	Iteration 12Q: 3 clusters Score -4969072 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4969439.000000 Penalty: 1038.107666
	Iteration 13Q: 3 clusters Score -4969439 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -4969774.500000 Penalty: 1038.107666
	Iteration 14Q: 3 clusters Score -4969774 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -4970022.500000 Penalty: 1038.107666
	Iteration 15Q: 3 clusters Score -4970022 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4970263.000000 Penalty: 1038.107666
	Iteration 16Q: 3 clusters Score -4970263 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -4970453.500000 Penalty: 1038.107666
	Iteration 17Q: 3 clusters Score -4970454 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -4970645.500000 Penalty: 1038.107666
	Iteration 18Q: 3 clusters Score -4970646 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67568 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4970831.500000 Penalty: 1038.107666
	Iteration 19Q: 3 clusters Score -4970832 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4970983.000000 Penalty: 1038.107666
	Iteration 20F: 3 clusters Score -4970983 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68011 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4971149.000000 Penalty: 1038.107666
	Iteration 21Q: 3 clusters Score -4971149 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -4971292.500000 Penalty: 1038.107666
	Iteration 22Q: 3 clusters Score -4971292 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68419 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4971385.000000 Penalty: 1038.107666
	Iteration 23Q: 3 clusters Score -4971385 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -4971458.500000 Penalty: 1038.107666
	Iteration 24Q: 3 clusters Score -4971458 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -4971502.000000 Penalty: 1038.107666
	Iteration 25Q: 3 clusters Score -4971502 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -4971565.500000 Penalty: 1038.107666
	Iteration 26Q: 3 clusters Score -4971566 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4971576.500000 Penalty: 1038.107666
	Iteration 27Q: 3 clusters Score -4971576 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -4971583.500000 Penalty: 1038.107666
	Iteration 28Q: 3 clusters Score -4971584 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -4971655.500000 Penalty: 1038.107666
	Iteration 29Q: 3 clusters Score -4971656 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4971661.000000 Penalty: 1038.107666
	Iteration 30Q: 3 clusters Score -4971661 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -4971666.000000 Penalty: 1038.107666
	Iteration 31Q: 3 clusters Score -4971666 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4971669.500000 Penalty: 1038.107666
	Iteration 32Q: 3 clusters Score -4971670 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4971658.000000 Penalty: 1038.107666
	Iteration 33Q: 3 clusters Score -4971658 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71711 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4971667.500000 Penalty: 1038.107666
	Iteration 34Q: 3 clusters Score -4971668 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -4971640.500000 Penalty: 1038.107666
	Iteration 35Q: 3 clusters Score -4971640 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -4971625.500000 Penalty: 1038.107666
	Iteration 36Q: 3 clusters Score -4971626 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4971589.000000 Penalty: 1038.107666
	Iteration 37Q: 3 clusters Score -4971589 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4971589.500000 Penalty: 1038.107666
	Iteration 38Q: 3 clusters Score -4971590 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -4971566.500000 Penalty: 1038.107666
	Iteration 39Q: 3 clusters Score -4971566 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -4971541.000000 Penalty: 1038.107666
	Iteration 40F: 3 clusters Score -4971541 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4971525.500000 Penalty: 1038.107666
	Iteration 41Q: 3 clusters Score -4971526 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74399 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -4971527.000000 Penalty: 1038.107666
	Iteration 42Q: 3 clusters Score -4971527 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -4971547.500000 Penalty: 1038.107666
	Iteration 43Q: 3 clusters Score -4971548 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -4971561.000000 Penalty: 1038.107666
	Iteration 44Q: 3 clusters Score -4971561 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -4971563.500000 Penalty: 1038.107666
	Iteration 45Q: 3 clusters Score -4971564 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -4971558.000000 Penalty: 1038.107666
	Iteration 46Q: 3 clusters Score -4971558 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -4971587.000000 Penalty: 1038.107666
	Iteration 47Q: 3 clusters Score -4971587 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4971624.000000 Penalty: 1038.107666
	Iteration 48Q: 3 clusters Score -4971624 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76683 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -4971632.000000 Penalty: 1038.107666
	Iteration 49Q: 3 clusters Score -4971632 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -4971619.000000 Penalty: 1038.107666
	Iteration 50Q: 3 clusters Score -4971619 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -4971616.000000 Penalty: 1038.107666
	Iteration 51Q: 3 clusters Score -4971616 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -4971609.500000 Penalty: 1038.107666
	Iteration 52Q: 3 clusters Score -4971610 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77509 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -4971606.000000 Penalty: 1038.107666
	Iteration 53Q: 3 clusters Score -4971606 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77662 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -4971592.500000 Penalty: 1038.107666
	Iteration 54Q: 3 clusters Score -4971592 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4971580.000000 Penalty: 1038.107666
	Iteration 55Q: 3 clusters Score -4971580 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4971573.000000 Penalty: 1038.107666
	Iteration 56Q: 3 clusters Score -4971573 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78080 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -4971539.000000 Penalty: 1038.107666
	Iteration 57Q: 3 clusters Score -4971539 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78191 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -4971527.500000 Penalty: 1038.107666
	Iteration 58Q: 3 clusters Score -4971528 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 11701 members 
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Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11509 members 
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Mstep: Class 2 contains 11399 members 
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Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 11332 members 
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Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 11214 members 
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Mstep: Class 1 contains 78912 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 79027 members 
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Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 10893 members 
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Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 10765 members 
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Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 10608 members 
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Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 10084 members 
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Mstep: Class 1 contains 80090 members 
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Mstep: Class 1 contains 80245 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 9637 members 
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Mstep: Class 2 contains 9457 members 
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Mstep: Class 1 contains 80704 members 
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Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 9253 members 
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Mstep: Class 2 contains 9154 members 
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Mstep: Class 1 contains 80948 members 
Mstep: Class 2 contains 9071 members 
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Mstep: Class 1 contains 81146 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 81260 members 
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Mstep: Class 1 contains 81349 members 
Mstep: Class 2 contains 8670 members 
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Mstep: Class 1 contains 81437 members 
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Mstep: Class 1 contains 81560 members 
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Mstep: Class 1 contains 81694 members 
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Mstep: Class 1 contains 81856 members 
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Mstep: Class 1 contains 82309 members 
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Mstep: Class 1 contains 82450 members 
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Mstep: Class 1 contains 83291 members 
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Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 6541 members 
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Mstep: Class 1 contains 83625 members 
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Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 6261 members 
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Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 6161 members 
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Mstep: Class 1 contains 83995 members 
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Mstep: Class 1 contains 84148 members 
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Mstep: Class 1 contains 84252 members 
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	Iteration 120F: 3 clusters Score -4971335 nChanged 108
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	Iteration 126Q: 3 clusters Score -4971402 nChanged 169
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	Iteration 131Q: 3 clusters Score -4971454 nChanged 116
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	Iteration 140F: 3 clusters Score -4971609 nChanged 92
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	Iteration 147Q: 3 clusters Score -4971640 nChanged 28
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	Iteration 149Q: 3 clusters Score -4971646 nChanged 32
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	Iteration 151Q: 3 clusters Score -4971654 nChanged 34
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	Iteration 152Q: 3 clusters Score -4971658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4971660.500000 Penalty: 1038.107666
	Iteration 153Q: 3 clusters Score -4971660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4971661.000000 Penalty: 1038.107666
	Iteration 154Q: 3 clusters Score -4971661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4971665.500000 Penalty: 1038.107666
	Iteration 155Q: 3 clusters Score -4971666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4971670.500000 Penalty: 1038.107666
	Iteration 156Q: 3 clusters Score -4971670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4971673.500000 Penalty: 1038.107666
	Iteration 157Q: 3 clusters Score -4971674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88902 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4971663.000000 Penalty: 1038.107666
	Iteration 158Q: 3 clusters Score -4971663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4971672.500000 Penalty: 1038.107666
	Iteration 159Q: 3 clusters Score -4971672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4971678.500000 Penalty: 1038.107666
	Iteration 160F: 3 clusters Score -4971678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4971683.500000 Penalty: 1038.107666
	Iteration 161Q: 3 clusters Score -4971684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4971696.500000 Penalty: 1038.107666
	Iteration 162Q: 3 clusters Score -4971696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4971707.000000 Penalty: 1038.107666
	Iteration 163Q: 3 clusters Score -4971707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89017 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4971704.500000 Penalty: 1038.107666
	Iteration 164Q: 3 clusters Score -4971704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4971718.000000 Penalty: 1038.107666
	Iteration 165Q: 3 clusters Score -4971718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89077 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4971730.500000 Penalty: 1038.107666
	Iteration 166Q: 3 clusters Score -4971730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4971716.500000 Penalty: 1038.107666
	Iteration 167Q: 3 clusters Score -4971716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4971721.500000 Penalty: 1038.107666
	Iteration 168Q: 3 clusters Score -4971722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4971722.000000 Penalty: 1038.107666
	Iteration 169Q: 3 clusters Score -4971722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4971730.000000 Penalty: 1038.107666
	Iteration 170Q: 3 clusters Score -4971730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4971731.500000 Penalty: 1038.107666
	Iteration 171Q: 3 clusters Score -4971732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89180 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4971737.500000 Penalty: 1038.107666
	Iteration 172Q: 3 clusters Score -4971738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4971739.000000 Penalty: 1038.107666
	Iteration 173Q: 3 clusters Score -4971739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4971737.500000 Penalty: 1038.107666
	Iteration 174Q: 3 clusters Score -4971738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4971734.500000 Penalty: 1038.107666
	Iteration 175Q: 3 clusters Score -4971734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4971732.000000 Penalty: 1038.107666
	Iteration 176Q: 3 clusters Score -4971732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4971734.000000 Penalty: 1038.107666
	Iteration 177Q: 3 clusters Score -4971734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4971734.500000 Penalty: 1038.107666
	Iteration 178Q: 3 clusters Score -4971734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4971732.500000 Penalty: 1038.107666
	Iteration 179Q: 3 clusters Score -4971732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4971725.500000 Penalty: 1038.107666
	Iteration 180F: 3 clusters Score -4971726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89233 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4971726.000000 Penalty: 1038.107666
	Iteration 181Q: 3 clusters Score -4971726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4971726.500000 Penalty: 1038.107666
	Iteration 182Q: 3 clusters Score -4971726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4971730.500000 Penalty: 1038.107666
	Iteration 183Q: 3 clusters Score -4971730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89237 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4971729.000000 Penalty: 1038.107666
	Iteration 184Q: 3 clusters Score -4971729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4971729.000000 Penalty: 1038.107666
	Iteration 185Q: 3 clusters Score -4971729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4971730.500000 Penalty: 1038.107666
	Iteration 186Q: 3 clusters Score -4971730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89247 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4971737.500000 Penalty: 1038.107666
	Iteration 187Q: 3 clusters Score -4971738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4971734.500000 Penalty: 1038.107666
	Iteration 188Q: 3 clusters Score -4971734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4971732.000000 Penalty: 1038.107666
	Iteration 189Q: 3 clusters Score -4971732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4971730.500000 Penalty: 1038.107666
	Iteration 190Q: 3 clusters Score -4971730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4971730.000000 Penalty: 1038.107666
	Iteration 191Q: 3 clusters Score -4971730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4971731.500000 Penalty: 1038.107666
	Iteration 192Q: 3 clusters Score -4971732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89273 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4971728.500000 Penalty: 1038.107666
	Iteration 193Q: 3 clusters Score -4971728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4971729.500000 Penalty: 1038.107666
	Iteration 194Q: 3 clusters Score -4971730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89273 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4971731.000000 Penalty: 1038.107666
	Iteration 195Q: 3 clusters Score -4971731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4971730.000000 Penalty: 1038.107666
	Iteration 196Q: 3 clusters Score -4971730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4971728.500000 Penalty: 1038.107666
	Iteration 197Q: 3 clusters Score -4971728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4971732.000000 Penalty: 1038.107666
	Iteration 198Q: 3 clusters Score -4971732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4971731.000000 Penalty: 1038.107666
	Iteration 199Q: 3 clusters Score -4971731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4971731.000000 Penalty: 1038.107666
	Iteration 200F: 3 clusters Score -4971731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Entering Unmasked Estep 
Score: -503302.843750 Penalty: 416.090271
	Iteration 0F: 2 clusters Score -503302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -497074.250000 Penalty: 832.180542
	Iteration 0F: 3 clusters Score -497074.2 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -499714.781250 Penalty: 832.180542
	Iteration 1F: 3 clusters Score -499714.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -500048.218750 Penalty: 832.180542
	Iteration 2F: 3 clusters Score -500048.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -500374.281250 Penalty: 832.180542
	Iteration 3F: 3 clusters Score -500374.3 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -500707.281250 Penalty: 832.180542
	Iteration 4F: 3 clusters Score -500707.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -501052.406250 Penalty: 832.180542
	Iteration 5F: 3 clusters Score -501052.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -501410.312500 Penalty: 832.180542
	Iteration 6Q: 3 clusters Score -501410.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -501716.875000 Penalty: 832.180542
	Iteration 7Q: 3 clusters Score -501716.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -501920.875000 Penalty: 832.180542
	Iteration 8Q: 3 clusters Score -501920.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -502052.125000 Penalty: 832.180542
	Iteration 9Q: 3 clusters Score -502052.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -502150.843750 Penalty: 832.180542
	Iteration 10Q: 3 clusters Score -502150.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -502231.875000 Penalty: 832.180542
	Iteration 11Q: 3 clusters Score -502231.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -502320.125000 Penalty: 832.180542
	Iteration 12Q: 3 clusters Score -502320.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -502397.906250 Penalty: 832.180542
	Iteration 13Q: 3 clusters Score -502397.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -502471.968750 Penalty: 832.180542
	Iteration 14Q: 3 clusters Score -502472 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -502559.437500 Penalty: 832.180542
	Iteration 15Q: 3 clusters Score -502559.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -502641.656250 Penalty: 832.180542
	Iteration 16Q: 3 clusters Score -502641.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -502715.843750 Penalty: 832.180542
	Iteration 17Q: 3 clusters Score -502715.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -502772.781250 Penalty: 832.180542
	Iteration 18Q: 3 clusters Score -502772.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -502835.031250 Penalty: 832.180542
	Iteration 19Q: 3 clusters Score -502835 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -502886.375000 Penalty: 832.180542
	Iteration 20F: 3 clusters Score -502886.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -502919.843750 Penalty: 832.180542
	Iteration 21Q: 3 clusters Score -502919.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -502935.625000 Penalty: 832.180542
	Iteration 22Q: 3 clusters Score -502935.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -502945.468750 Penalty: 832.180542
	Iteration 23Q: 3 clusters Score -502945.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -502956.687500 Penalty: 832.180542
	Iteration 24Q: 3 clusters Score -502956.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -502969.593750 Penalty: 832.180542
	Iteration 25Q: 3 clusters Score -502969.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -502977.906250 Penalty: 832.180542
	Iteration 26Q: 3 clusters Score -502977.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -502984.093750 Penalty: 832.180542
	Iteration 27Q: 3 clusters Score -502984.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -502987.875000 Penalty: 832.180542
	Iteration 28Q: 3 clusters Score -502987.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -502992.093750 Penalty: 832.180542
	Iteration 29Q: 3 clusters Score -502992.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -502998.625000 Penalty: 832.180542
	Iteration 30Q: 3 clusters Score -502998.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -503001.000000 Penalty: 832.180542
	Iteration 31Q: 3 clusters Score -503001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -503003.750000 Penalty: 832.180542
	Iteration 32Q: 3 clusters Score -503003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -503003.687500 Penalty: 832.180542
	Iteration 33Q: 3 clusters Score -503003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -503004.687500 Penalty: 832.180542
	Iteration 34Q: 3 clusters Score -503004.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -503004.687500 Penalty: 832.180542
	Iteration 35F: 3 clusters Score -503004.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Entering Unmasked Estep 
Score: -3338441.500000 Penalty: 500.509766
	Iteration 0F: 2 clusters Score -3338442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3298454.500000 Penalty: 1001.019531
	Iteration 0F: 3 clusters Score -3298454 nChanged 28918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3316575.000000 Penalty: 1001.019531
	Iteration 1F: 3 clusters Score -3316575 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -3317832.500000 Penalty: 1001.019531
	Iteration 2Q: 3 clusters Score -3317832 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -3320054.750000 Penalty: 1001.019531
	Iteration 3F: 3 clusters Score -3320055 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -3323403.250000 Penalty: 1001.019531
	Iteration 4F: 3 clusters Score -3323403 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -3327209.000000 Penalty: 1001.019531
	Iteration 5F: 3 clusters Score -3327209 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -3329439.500000 Penalty: 1001.019531
	Iteration 6F: 3 clusters Score -3329440 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -3330502.000000 Penalty: 1001.019531
	Iteration 7Q: 3 clusters Score -3330502 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -3331313.750000 Penalty: 1001.019531
	Iteration 8Q: 3 clusters Score -3331314 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -3332181.500000 Penalty: 1001.019531
	Iteration 9Q: 3 clusters Score -3332182 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -3333048.000000 Penalty: 1001.019531
	Iteration 10Q: 3 clusters Score -3333048 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -3333876.750000 Penalty: 1001.019531
	Iteration 11Q: 3 clusters Score -3333877 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -3334570.500000 Penalty: 1001.019531
	Iteration 12Q: 3 clusters Score -3334570 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -3335051.500000 Penalty: 1001.019531
	Iteration 13Q: 3 clusters Score -3335052 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -3335361.500000 Penalty: 1001.019531
	Iteration 14Q: 3 clusters Score -3335362 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -3335574.750000 Penalty: 1001.019531
	Iteration 15Q: 3 clusters Score -3335575 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -3335683.250000 Penalty: 1001.019531
	Iteration 16Q: 3 clusters Score -3335683 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -3335760.250000 Penalty: 1001.019531
	Iteration 17Q: 3 clusters Score -3335760 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -3335818.750000 Penalty: 1001.019531
	Iteration 18Q: 3 clusters Score -3335819 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -3335866.000000 Penalty: 1001.019531
	Iteration 19Q: 3 clusters Score -3335866 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -3335936.250000 Penalty: 1001.019531
	Iteration 20F: 3 clusters Score -3335936 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -3335965.500000 Penalty: 1001.019531
	Iteration 21Q: 3 clusters Score -3335966 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -3335971.500000 Penalty: 1001.019531
	Iteration 22Q: 3 clusters Score -3335972 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -3335985.750000 Penalty: 1001.019531
	Iteration 23Q: 3 clusters Score -3335986 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -3335997.000000 Penalty: 1001.019531
	Iteration 24Q: 3 clusters Score -3335997 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -3335988.000000 Penalty: 1001.019531
	Iteration 25Q: 3 clusters Score -3335988 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -3335999.750000 Penalty: 1001.019531
	Iteration 26Q: 3 clusters Score -3336000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -3336005.000000 Penalty: 1001.019531
	Iteration 27Q: 3 clusters Score -3336005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -3336011.750000 Penalty: 1001.019531
	Iteration 28Q: 3 clusters Score -3336012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -3336015.250000 Penalty: 1001.019531
	Iteration 29Q: 3 clusters Score -3336015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -3336017.500000 Penalty: 1001.019531
	Iteration 30Q: 3 clusters Score -3336018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -3336012.750000 Penalty: 1001.019531
	Iteration 31Q: 3 clusters Score -3336013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -3336014.750000 Penalty: 1001.019531
	Iteration 32Q: 3 clusters Score -3336015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -3336015.250000 Penalty: 1001.019531
	Iteration 33Q: 3 clusters Score -3336015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -3336018.750000 Penalty: 1001.019531
	Iteration 34Q: 3 clusters Score -3336019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -3336013.750000 Penalty: 1001.019531
	Iteration 35Q: 3 clusters Score -3336014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -3336010.000000 Penalty: 1001.019531
	Iteration 36Q: 3 clusters Score -3336010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -3336011.000000 Penalty: 1001.019531
	Iteration 37Q: 3 clusters Score -3336011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -3336013.750000 Penalty: 1001.019531
	Iteration 38Q: 3 clusters Score -3336014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -3336013.500000 Penalty: 1001.019531
	Iteration 39Q: 3 clusters Score -3336014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -3336014.000000 Penalty: 1001.019531
	Iteration 40F: 3 clusters Score -3336014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Entering Unmasked Estep 
Score: -2359147.500000 Penalty: 487.347015
	Iteration 0F: 2 clusters Score -2359148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2328897.500000 Penalty: 974.694031
	Iteration 0F: 3 clusters Score -2328898 nChanged 21725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2342822.000000 Penalty: 974.694031
	Iteration 1F: 3 clusters Score -2342822 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2344791.250000 Penalty: 974.694031
	Iteration 2F: 3 clusters Score -2344791 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2347931.250000 Penalty: 974.694031
	Iteration 3F: 3 clusters Score -2347931 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2351875.500000 Penalty: 974.694031
	Iteration 4F: 3 clusters Score -2351876 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2355377.750000 Penalty: 974.694031
	Iteration 5F: 3 clusters Score -2355378 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2357477.500000 Penalty: 974.694031
	Iteration 6Q: 3 clusters Score -2357478 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2358188.250000 Penalty: 974.694031
	Iteration 7Q: 3 clusters Score -2358188 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2358496.500000 Penalty: 974.694031
	Iteration 8Q: 3 clusters Score -2358496 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2358639.750000 Penalty: 974.694031
	Iteration 9Q: 3 clusters Score -2358640 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2358786.500000 Penalty: 974.694031
	Iteration 10Q: 3 clusters Score -2358786 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2358862.250000 Penalty: 974.694031
	Iteration 11Q: 3 clusters Score -2358862 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2358908.250000 Penalty: 974.694031
	Iteration 12Q: 3 clusters Score -2358908 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2358940.250000 Penalty: 974.694031
	Iteration 13Q: 3 clusters Score -2358940 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2358960.000000 Penalty: 974.694031
	Iteration 14Q: 3 clusters Score -2358960 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2358972.500000 Penalty: 974.694031
	Iteration 15Q: 3 clusters Score -2358972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2358992.250000 Penalty: 974.694031
	Iteration 16Q: 3 clusters Score -2358992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2359007.000000 Penalty: 974.694031
	Iteration 17Q: 3 clusters Score -2359007 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2359011.000000 Penalty: 974.694031
	Iteration 18Q: 3 clusters Score -2359011 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2359021.500000 Penalty: 974.694031
	Iteration 19Q: 3 clusters Score -2359022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2359027.250000 Penalty: 974.694031
	Iteration 20F: 3 clusters Score -2359027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2359027.000000 Penalty: 974.694031
	Iteration 21Q: 3 clusters Score -2359027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2359031.500000 Penalty: 974.694031
	Iteration 22Q: 3 clusters Score -2359032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2359033.750000 Penalty: 974.694031
	Iteration 23Q: 3 clusters Score -2359034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2359035.000000 Penalty: 974.694031
	Iteration 24Q: 3 clusters Score -2359035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2359037.250000 Penalty: 974.694031
	Iteration 25Q: 3 clusters Score -2359037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2359041.500000 Penalty: 974.694031
	Iteration 26Q: 3 clusters Score -2359042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2359042.750000 Penalty: 974.694031
	Iteration 27Q: 3 clusters Score -2359043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2359047.500000 Penalty: 974.694031
	Iteration 28Q: 3 clusters Score -2359048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2359049.500000 Penalty: 974.694031
	Iteration 29Q: 3 clusters Score -2359050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2359051.000000 Penalty: 974.694031
	Iteration 30Q: 3 clusters Score -2359051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2359051.750000 Penalty: 974.694031
	Iteration 31Q: 3 clusters Score -2359052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2359052.250000 Penalty: 974.694031
	Iteration 32Q: 3 clusters Score -2359052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2359052.500000 Penalty: 974.694031
	Iteration 33Q: 3 clusters Score -2359052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2359051.250000 Penalty: 974.694031
	Iteration 34Q: 3 clusters Score -2359051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2359050.500000 Penalty: 974.694031
	Iteration 35Q: 3 clusters Score -2359050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2359050.750000 Penalty: 974.694031
	Iteration 36Q: 3 clusters Score -2359051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2359058.500000 Penalty: 974.694031
	Iteration 37Q: 3 clusters Score -2359058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2359059.000000 Penalty: 974.694031
	Iteration 38Q: 3 clusters Score -2359059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2359059.000000 Penalty: 974.694031
	Iteration 39Q: 3 clusters Score -2359059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2359059.750000 Penalty: 974.694031
	Iteration 40F: 3 clusters Score -2359060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2359060.750000 Penalty: 974.694031
	Iteration 41Q: 3 clusters Score -2359061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2359061.250000 Penalty: 974.694031
	Iteration 42Q: 3 clusters Score -2359061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2359065.000000 Penalty: 974.694031
	Iteration 43Q: 3 clusters Score -2359065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2359063.250000 Penalty: 974.694031
	Iteration 44Q: 3 clusters Score -2359063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2359068.250000 Penalty: 974.694031
	Iteration 45Q: 3 clusters Score -2359068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2359070.000000 Penalty: 974.694031
	Iteration 46Q: 3 clusters Score -2359070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2359072.500000 Penalty: 974.694031
	Iteration 47Q: 3 clusters Score -2359072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2359070.750000 Penalty: 974.694031
	Iteration 48Q: 3 clusters Score -2359071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2359069.250000 Penalty: 974.694031
	Iteration 49Q: 3 clusters Score -2359069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2359074.750000 Penalty: 974.694031
	Iteration 50Q: 3 clusters Score -2359075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2359073.750000 Penalty: 974.694031
	Iteration 51Q: 3 clusters Score -2359074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2359074.750000 Penalty: 974.694031
	Iteration 52Q: 3 clusters Score -2359075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2359073.750000 Penalty: 974.694031
	Iteration 53Q: 3 clusters Score -2359074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2359076.000000 Penalty: 974.694031
	Iteration 54Q: 3 clusters Score -2359076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2359078.250000 Penalty: 974.694031
	Iteration 55Q: 3 clusters Score -2359078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2359079.500000 Penalty: 974.694031
	Iteration 56Q: 3 clusters Score -2359080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2359077.000000 Penalty: 974.694031
	Iteration 57Q: 3 clusters Score -2359077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2359077.000000 Penalty: 974.694031
	Iteration 58F: 3 clusters Score -2359077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Entering Unmasked Estep 
Score: -759801.312500 Penalty: 435.907532
	Iteration 0F: 2 clusters Score -759801.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -750229.250000 Penalty: 871.815063
	Iteration 0F: 3 clusters Score -750229.2 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -754267.500000 Penalty: 871.815063
	Iteration 1F: 3 clusters Score -754267.5 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -754845.625000 Penalty: 871.815063
	Iteration 2F: 3 clusters Score -754845.6 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -755771.625000 Penalty: 871.815063
	Iteration 3F: 3 clusters Score -755771.6 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -757049.437500 Penalty: 871.815063
	Iteration 4F: 3 clusters Score -757049.4 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -758373.625000 Penalty: 871.815063
	Iteration 5F: 3 clusters Score -758373.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -759191.187500 Penalty: 871.815063
	Iteration 6Q: 3 clusters Score -759191.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -759548.937500 Penalty: 871.815063
	Iteration 7Q: 3 clusters Score -759548.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -759667.937500 Penalty: 871.815063
	Iteration 8Q: 3 clusters Score -759667.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -759695.062500 Penalty: 871.815063
	Iteration 9Q: 3 clusters Score -759695.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -759709.062500 Penalty: 871.815063
	Iteration 10Q: 3 clusters Score -759709.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -759716.625000 Penalty: 871.815063
	Iteration 11Q: 3 clusters Score -759716.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -759721.625000 Penalty: 871.815063
	Iteration 12Q: 3 clusters Score -759721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -759722.250000 Penalty: 871.815063
	Iteration 13Q: 3 clusters Score -759722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -759722.250000 Penalty: 871.815063
	Iteration 14F: 3 clusters Score -759722.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (165024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165024 members 
Entering Unmasked Estep 
Score: -8684052.000000 Penalty: 546.630005
	Iteration 0F: 2 clusters Score -8684052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -8577535.000000 Penalty: 1093.260010
	Iteration 0F: 3 clusters Score -8577535 nChanged 80761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -8628373.000000 Penalty: 1093.260010
	Iteration 1F: 3 clusters Score -8628373 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 97842 members 
Entering Unmasked Estep 
Score: -8631036.000000 Penalty: 1093.260010
	Iteration 2F: 3 clusters Score -8631036 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 102696 members 
Entering Unmasked Estep 
Score: -8635520.000000 Penalty: 1093.260010
	Iteration 3F: 3 clusters Score -8635520 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 105420 members 
Entering Unmasked Estep 
Score: -8643160.000000 Penalty: 1093.260010
	Iteration 4F: 3 clusters Score -8643160 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -8652668.000000 Penalty: 1093.260010
	Iteration 5F: 3 clusters Score -8652668 nChanged 12133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -8658232.000000 Penalty: 1093.260010
	Iteration 6F: 3 clusters Score -8658232 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72694 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -8661221.000000 Penalty: 1093.260010
	Iteration 7Q: 3 clusters Score -8661221 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -8663659.000000 Penalty: 1093.260010
	Iteration 8Q: 3 clusters Score -8663659 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 81785 members 
Entering Unmasked Estep 
Score: -8665555.000000 Penalty: 1093.260010
	Iteration 9Q: 3 clusters Score -8665555 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -8666642.000000 Penalty: 1093.260010
	Iteration 10Q: 3 clusters Score -8666642 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89812 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -8667040.000000 Penalty: 1093.260010
	Iteration 11Q: 3 clusters Score -8667040 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -8667204.000000 Penalty: 1093.260010
	Iteration 12Q: 3 clusters Score -8667204 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 72358 members 
Entering Unmasked Estep 
Score: -8667324.000000 Penalty: 1093.260010
	Iteration 13Q: 3 clusters Score -8667324 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93784 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -8667437.000000 Penalty: 1093.260010
	Iteration 14Q: 3 clusters Score -8667437 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -8667590.000000 Penalty: 1093.260010
	Iteration 15Q: 3 clusters Score -8667590 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96257 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -8667722.000000 Penalty: 1093.260010
	Iteration 16Q: 3 clusters Score -8667722 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97742 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -8667895.000000 Penalty: 1093.260010
	Iteration 17Q: 3 clusters Score -8667895 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -8667987.000000 Penalty: 1093.260010
	Iteration 18Q: 3 clusters Score -8667987 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 63861 members 
Entering Unmasked Estep 
Score: -8668206.000000 Penalty: 1093.260010
	Iteration 19Q: 3 clusters Score -8668206 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103142 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -8668290.000000 Penalty: 1093.260010
	Iteration 20F: 3 clusters Score -8668290 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -8668483.000000 Penalty: 1093.260010
	Iteration 21Q: 3 clusters Score -8668483 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107835 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -8668716.000000 Penalty: 1093.260010
	Iteration 22Q: 3 clusters Score -8668716 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110711 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -8668898.000000 Penalty: 1093.260010
	Iteration 23Q: 3 clusters Score -8668898 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113679 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -8669134.000000 Penalty: 1093.260010
	Iteration 24Q: 3 clusters Score -8669134 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116934 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -8669487.000000 Penalty: 1093.260010
	Iteration 25Q: 3 clusters Score -8669487 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120541 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -8669966.000000 Penalty: 1093.260010
	Iteration 26Q: 3 clusters Score -8669966 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124347 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -8670265.000000 Penalty: 1093.260010
	Iteration 27Q: 3 clusters Score -8670265 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128445 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -8670688.000000 Penalty: 1093.260010
	Iteration 28Q: 3 clusters Score -8670688 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132721 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -8671345.000000 Penalty: 1093.260010
	Iteration 29Q: 3 clusters Score -8671345 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137230 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -8672219.000000 Penalty: 1093.260010
	Iteration 30Q: 3 clusters Score -8672219 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141688 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -8673061.000000 Penalty: 1093.260010
	Iteration 31Q: 3 clusters Score -8673061 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145993 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -8674321.000000 Penalty: 1093.260010
	Iteration 32Q: 3 clusters Score -8674321 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150127 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -8678413.000000 Penalty: 1093.260010
	Iteration 33Q: 3 clusters Score -8678413 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153689 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -8681728.000000 Penalty: 1093.260010
	Iteration 34Q: 3 clusters Score -8681728 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156088 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -8683253.000000 Penalty: 1093.260010
	Iteration 35Q: 3 clusters Score -8683253 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157758 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -8683969.000000 Penalty: 1093.260010
	Iteration 36Q: 3 clusters Score -8683969 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158991 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -8684347.000000 Penalty: 1093.260010
	Iteration 37Q: 3 clusters Score -8684347 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -8684522.000000 Penalty: 1093.260010
	Iteration 38Q: 3 clusters Score -8684522 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160645 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -8684668.000000 Penalty: 1093.260010
	Iteration 39Q: 3 clusters Score -8684668 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161232 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -8684761.000000 Penalty: 1093.260010
	Iteration 40F: 3 clusters Score -8684761 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161709 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -8684775.000000 Penalty: 1093.260010
	Iteration 41Q: 3 clusters Score -8684775 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162062 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8684747.000000 Penalty: 1093.260010
	Iteration 42Q: 3 clusters Score -8684747 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162372 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8684693.000000 Penalty: 1093.260010
	Iteration 43Q: 3 clusters Score -8684693 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162604 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8684675.000000 Penalty: 1093.260010
	Iteration 44Q: 3 clusters Score -8684675 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162789 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8684625.000000 Penalty: 1093.260010
	Iteration 45Q: 3 clusters Score -8684625 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162956 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8684597.000000 Penalty: 1093.260010
	Iteration 46Q: 3 clusters Score -8684597 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163091 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8684563.000000 Penalty: 1093.260010
	Iteration 47Q: 3 clusters Score -8684563 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163218 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8684539.000000 Penalty: 1093.260010
	Iteration 48Q: 3 clusters Score -8684539 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163324 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8684521.000000 Penalty: 1093.260010
	Iteration 49Q: 3 clusters Score -8684521 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8684527.000000 Penalty: 1093.260010
	Iteration 50Q: 3 clusters Score -8684527 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163496 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8684536.000000 Penalty: 1093.260010
	Iteration 51Q: 3 clusters Score -8684536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163563 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8684522.000000 Penalty: 1093.260010
	Iteration 52Q: 3 clusters Score -8684522 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163622 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8684513.000000 Penalty: 1093.260010
	Iteration 53Q: 3 clusters Score -8684513 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163670 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8684507.000000 Penalty: 1093.260010
	Iteration 54Q: 3 clusters Score -8684507 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8684495.000000 Penalty: 1093.260010
	Iteration 55Q: 3 clusters Score -8684495 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163755 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8684484.000000 Penalty: 1093.260010
	Iteration 56Q: 3 clusters Score -8684484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8684482.000000 Penalty: 1093.260010
	Iteration 57Q: 3 clusters Score -8684482 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163825 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8684474.000000 Penalty: 1093.260010
	Iteration 58Q: 3 clusters Score -8684474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163851 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8684473.000000 Penalty: 1093.260010
	Iteration 59Q: 3 clusters Score -8684473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163871 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8684477.000000 Penalty: 1093.260010
	Iteration 60F: 3 clusters Score -8684477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163896 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8684453.000000 Penalty: 1093.260010
	Iteration 61Q: 3 clusters Score -8684453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8684456.000000 Penalty: 1093.260010
	Iteration 62Q: 3 clusters Score -8684456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163933 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8684452.000000 Penalty: 1093.260010
	Iteration 63Q: 3 clusters Score -8684452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163946 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8684446.000000 Penalty: 1093.260010
	Iteration 64Q: 3 clusters Score -8684446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8684439.000000 Penalty: 1093.260010
	Iteration 65Q: 3 clusters Score -8684439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8684435.000000 Penalty: 1093.260010
	Iteration 66Q: 3 clusters Score -8684435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164008 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8684428.000000 Penalty: 1093.260010
	Iteration 67Q: 3 clusters Score -8684428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164019 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8684435.000000 Penalty: 1093.260010
	Iteration 68Q: 3 clusters Score -8684435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164018 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8684442.000000 Penalty: 1093.260010
	Iteration 69Q: 3 clusters Score -8684442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164018 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8684454.000000 Penalty: 1093.260010
	Iteration 70Q: 3 clusters Score -8684454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164019 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8684453.000000 Penalty: 1093.260010
	Iteration 71Q: 3 clusters Score -8684453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164022 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8684458.000000 Penalty: 1093.260010
	Iteration 72Q: 3 clusters Score -8684458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164018 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8684469.000000 Penalty: 1093.260010
	Iteration 73Q: 3 clusters Score -8684469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164007 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8684476.000000 Penalty: 1093.260010
	Iteration 74Q: 3 clusters Score -8684476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164003 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8684480.000000 Penalty: 1093.260010
	Iteration 75Q: 3 clusters Score -8684480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163999 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8684491.000000 Penalty: 1093.260010
	Iteration 76Q: 3 clusters Score -8684491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163998 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8684488.000000 Penalty: 1093.260010
	Iteration 77Q: 3 clusters Score -8684488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164000 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8684485.000000 Penalty: 1093.260010
	Iteration 78Q: 3 clusters Score -8684485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8684503.000000 Penalty: 1093.260010
	Iteration 79Q: 3 clusters Score -8684503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8684488.000000 Penalty: 1093.260010
	Iteration 80F: 3 clusters Score -8684488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163997 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8684488.000000 Penalty: 1093.260010
	Iteration 81Q: 3 clusters Score -8684488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8684498.000000 Penalty: 1093.260010
	Iteration 82Q: 3 clusters Score -8684498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8684496.000000 Penalty: 1093.260010
	Iteration 83Q: 3 clusters Score -8684496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8684498.000000 Penalty: 1093.260010
	Iteration 84Q: 3 clusters Score -8684498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8684502.000000 Penalty: 1093.260010
	Iteration 85Q: 3 clusters Score -8684502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8684496.000000 Penalty: 1093.260010
	Iteration 86Q: 3 clusters Score -8684496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8684504.000000 Penalty: 1093.260010
	Iteration 87Q: 3 clusters Score -8684504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8684501.000000 Penalty: 1093.260010
	Iteration 88Q: 3 clusters Score -8684501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8684501.000000 Penalty: 1093.260010
	Iteration 89Q: 3 clusters Score -8684501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163992 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8684508.000000 Penalty: 1093.260010
	Iteration 90Q: 3 clusters Score -8684508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8684511.000000 Penalty: 1093.260010
	Iteration 91Q: 3 clusters Score -8684511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8684514.000000 Penalty: 1093.260010
	Iteration 92Q: 3 clusters Score -8684514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163990 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8684521.000000 Penalty: 1093.260010
	Iteration 93Q: 3 clusters Score -8684521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8684524.000000 Penalty: 1093.260010
	Iteration 94Q: 3 clusters Score -8684524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8684532.000000 Penalty: 1093.260010
	Iteration 95Q: 3 clusters Score -8684532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8684529.000000 Penalty: 1093.260010
	Iteration 96Q: 3 clusters Score -8684529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8684532.000000 Penalty: 1093.260010
	Iteration 97Q: 3 clusters Score -8684532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163989 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8684539.000000 Penalty: 1093.260010
	Iteration 98Q: 3 clusters Score -8684539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163985 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8684541.000000 Penalty: 1093.260010
	Iteration 99Q: 3 clusters Score -8684541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163984 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8684544.000000 Penalty: 1093.260010
	Iteration 100F: 3 clusters Score -8684544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163979 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8684546.000000 Penalty: 1093.260010
	Iteration 101Q: 3 clusters Score -8684546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163973 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8684544.000000 Penalty: 1093.260010
	Iteration 102Q: 3 clusters Score -8684544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163974 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8684544.000000 Penalty: 1093.260010
	Iteration 103Q: 3 clusters Score -8684544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8684543.000000 Penalty: 1093.260010
	Iteration 104Q: 3 clusters Score -8684543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8684546.000000 Penalty: 1093.260010
	Iteration 105Q: 3 clusters Score -8684546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8684549.000000 Penalty: 1093.260010
	Iteration 106Q: 3 clusters Score -8684549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163973 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8684549.000000 Penalty: 1093.260010
	Iteration 107Q: 3 clusters Score -8684549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163973 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8684549.000000 Penalty: 1093.260010
	Iteration 108Q: 3 clusters Score -8684549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163968 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8684565.000000 Penalty: 1093.260010
	Iteration 109Q: 3 clusters Score -8684565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8684567.000000 Penalty: 1093.260010
	Iteration 110Q: 3 clusters Score -8684567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163963 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8684565.000000 Penalty: 1093.260010
	Iteration 111Q: 3 clusters Score -8684565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8684569.000000 Penalty: 1093.260010
	Iteration 112Q: 3 clusters Score -8684569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8684574.000000 Penalty: 1093.260010
	Iteration 113Q: 3 clusters Score -8684574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163959 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8684580.000000 Penalty: 1093.260010
	Iteration 114Q: 3 clusters Score -8684580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163959 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8684580.000000 Penalty: 1093.260010
	Iteration 115F: 3 clusters Score -8684580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 28600 members 
Mstep: Class 3 contains 104347 members 
Mstep: Class 4 contains 15983 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 13446 members 
Mstep: Class 7 contains 90019 members 
Mstep: Class 8 contains 9366 members 
Mstep: Class 9 contains 59887 members 
Mstep: Class 10 contains 44843 members 
Mstep: Class 11 contains 14478 members 
Mstep: Class 12 contains 163959 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 7466 members 
Mstep: Class 15 contains 12278 members 
Mstep: Class 16 contains 59049 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 10561 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 22764 members 
Mstep: Class 22 contains 4301 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 20253 members 
Mstep: Class 25 contains 86104 members 
Mstep: Class 26 contains 1856 members 
Mstep: Class 27 contains 165471 members 
Mstep: Class 28 contains 120261 members 
Mstep: Class 29 contains 77886 members 
Mstep: Class 30 contains 1438 members 
Mstep: Class 31 contains 33838 members 
Mstep: Class 32 contains 44359 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 34 contains 1013 members 
Mstep: Class 35 contains 161590 members 
Mstep: Class 36 contains 81416 members 
Mstep: Class 37 contains 13655 members 
Mstep: Class 39 contains 113045 members 
Mstep: Class 40 contains 7824 members 
Mstep: Class 41 contains 19793 members 
Mstep: Class 42 contains 78278 members 
Mstep: Class 43 contains 7002 members 
Entering Unmasked Estep 
Score: -87403440.000000 Penalty: 27449.218750
Splitting cluster 12 changes total score from -87401256.000000 to -87403440.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -43396.175781 Penalty: 312.916962
	Iteration 0F: 2 clusters Score -43396.18 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 493 members 
Entering Unmasked Estep 
Score: -42617.207031 Penalty: 625.833923
	Iteration 0F: 3 clusters Score -42617.21 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -42845.238281 Penalty: 625.833923
	Iteration 1F: 3 clusters Score -42845.24 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -42895.042969 Penalty: 625.833923
	Iteration 2F: 3 clusters Score -42895.04 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -42931.566406 Penalty: 625.833923
	Iteration 3F: 3 clusters Score -42931.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -42957.460938 Penalty: 625.833923
	Iteration 4Q: 3 clusters Score -42957.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -42971.691406 Penalty: 625.833923
	Iteration 5Q: 3 clusters Score -42971.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -42987.878906 Penalty: 625.833923
	Iteration 6Q: 3 clusters Score -42987.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -43001.460938 Penalty: 625.833923
	Iteration 7Q: 3 clusters Score -43001.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -43013.703125 Penalty: 625.833923
	Iteration 8Q: 3 clusters Score -43013.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -43029.597656 Penalty: 625.833923
	Iteration 9Q: 3 clusters Score -43029.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -43038.578125 Penalty: 625.833923
	Iteration 10Q: 3 clusters Score -43038.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -43051.835938 Penalty: 625.833923
	Iteration 11Q: 3 clusters Score -43051.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -43071.761719 Penalty: 625.833923
	Iteration 12Q: 3 clusters Score -43071.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -43110.785156 Penalty: 625.833923
	Iteration 13Q: 3 clusters Score -43110.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -43142.972656 Penalty: 625.833923
	Iteration 14Q: 3 clusters Score -43142.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -43183.453125 Penalty: 625.833923
	Iteration 15Q: 3 clusters Score -43183.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -43216.843750 Penalty: 625.833923
	Iteration 16Q: 3 clusters Score -43216.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -43253.089844 Penalty: 625.833923
	Iteration 17Q: 3 clusters Score -43253.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -43303.437500 Penalty: 625.833923
	Iteration 18Q: 3 clusters Score -43303.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -43338.375000 Penalty: 625.833923
	Iteration 19Q: 3 clusters Score -43338.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -43349.488281 Penalty: 625.833923
	Iteration 20F: 3 clusters Score -43349.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -43352.964844 Penalty: 625.833923
	Iteration 21Q: 3 clusters Score -43352.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -43355.875000 Penalty: 625.833923
	Iteration 22Q: 3 clusters Score -43355.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -43359.324219 Penalty: 625.833923
	Iteration 23Q: 3 clusters Score -43359.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -43364.878906 Penalty: 625.833923
	Iteration 24Q: 3 clusters Score -43364.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -43368.410156 Penalty: 625.833923
	Iteration 25Q: 3 clusters Score -43368.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -43370.976562 Penalty: 625.833923
	Iteration 26Q: 3 clusters Score -43370.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -43371.886719 Penalty: 625.833923
	Iteration 27Q: 3 clusters Score -43371.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -43371.886719 Penalty: 625.833923
	Iteration 28F: 3 clusters Score -43371.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Entering Unmasked Estep 
Score: -405210.031250 Penalty: 405.774231
	Iteration 0F: 2 clusters Score -405210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -400259.656250 Penalty: 811.548462
	Iteration 0F: 3 clusters Score -400259.7 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -402184.031250 Penalty: 811.548462
	Iteration 1F: 3 clusters Score -402184 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -402366.093750 Penalty: 811.548462
	Iteration 2F: 3 clusters Score -402366.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -402590.875000 Penalty: 811.548462
	Iteration 3F: 3 clusters Score -402590.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -402887.718750 Penalty: 811.548462
	Iteration 4F: 3 clusters Score -402887.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -403289.343750 Penalty: 811.548462
	Iteration 5F: 3 clusters Score -403289.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -403641.937500 Penalty: 811.548462
	Iteration 6F: 3 clusters Score -403641.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -403907.687500 Penalty: 811.548462
	Iteration 7F: 3 clusters Score -403907.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -404070.218750 Penalty: 811.548462
	Iteration 8Q: 3 clusters Score -404070.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -404176.968750 Penalty: 811.548462
	Iteration 9Q: 3 clusters Score -404177 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -404239.031250 Penalty: 811.548462
	Iteration 10Q: 3 clusters Score -404239 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -404278.593750 Penalty: 811.548462
	Iteration 11Q: 3 clusters Score -404278.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -404314.937500 Penalty: 811.548462
	Iteration 12Q: 3 clusters Score -404314.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -404371.187500 Penalty: 811.548462
	Iteration 13Q: 3 clusters Score -404371.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -404428.687500 Penalty: 811.548462
	Iteration 14Q: 3 clusters Score -404428.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -404478.625000 Penalty: 811.548462
	Iteration 15Q: 3 clusters Score -404478.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -404522.031250 Penalty: 811.548462
	Iteration 16Q: 3 clusters Score -404522 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -404558.718750 Penalty: 811.548462
	Iteration 17Q: 3 clusters Score -404558.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -404587.906250 Penalty: 811.548462
	Iteration 18Q: 3 clusters Score -404587.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -404615.375000 Penalty: 811.548462
	Iteration 19Q: 3 clusters Score -404615.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -404639.093750 Penalty: 811.548462
	Iteration 20F: 3 clusters Score -404639.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -404661.312500 Penalty: 811.548462
	Iteration 21Q: 3 clusters Score -404661.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -404685.125000 Penalty: 811.548462
	Iteration 22Q: 3 clusters Score -404685.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -404702.218750 Penalty: 811.548462
	Iteration 23Q: 3 clusters Score -404702.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -404719.500000 Penalty: 811.548462
	Iteration 24Q: 3 clusters Score -404719.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -404745.625000 Penalty: 811.548462
	Iteration 25Q: 3 clusters Score -404745.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -404779.468750 Penalty: 811.548462
	Iteration 26Q: 3 clusters Score -404779.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -404804.718750 Penalty: 811.548462
	Iteration 27Q: 3 clusters Score -404804.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -404823.656250 Penalty: 811.548462
	Iteration 28Q: 3 clusters Score -404823.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -404838.656250 Penalty: 811.548462
	Iteration 29Q: 3 clusters Score -404838.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -404847.500000 Penalty: 811.548462
	Iteration 30Q: 3 clusters Score -404847.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -404858.531250 Penalty: 811.548462
	Iteration 31Q: 3 clusters Score -404858.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -404865.937500 Penalty: 811.548462
	Iteration 32Q: 3 clusters Score -404865.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -404871.500000 Penalty: 811.548462
	Iteration 33Q: 3 clusters Score -404871.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -404876.156250 Penalty: 811.548462
	Iteration 34Q: 3 clusters Score -404876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -404877.156250 Penalty: 811.548462
	Iteration 35Q: 3 clusters Score -404877.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -404879.687500 Penalty: 811.548462
	Iteration 36Q: 3 clusters Score -404879.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -404881.562500 Penalty: 811.548462
	Iteration 37Q: 3 clusters Score -404881.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -404883.812500 Penalty: 811.548462
	Iteration 38Q: 3 clusters Score -404883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -404885.312500 Penalty: 811.548462
	Iteration 39Q: 3 clusters Score -404885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -404885.906250 Penalty: 811.548462
	Iteration 40F: 3 clusters Score -404885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -404886.750000 Penalty: 811.548462
	Iteration 41Q: 3 clusters Score -404886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -404885.812500 Penalty: 811.548462
	Iteration 42Q: 3 clusters Score -404885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -404886.218750 Penalty: 811.548462
	Iteration 43Q: 3 clusters Score -404886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -404886.125000 Penalty: 811.548462
	Iteration 44Q: 3 clusters Score -404886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -404886.593750 Penalty: 811.548462
	Iteration 45Q: 3 clusters Score -404886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -404886.875000 Penalty: 811.548462
	Iteration 46Q: 3 clusters Score -404886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -404886.875000 Penalty: 811.548462
	Iteration 47F: 3 clusters Score -404886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Entering Unmasked Estep 
Score: -662339.687500 Penalty: 428.408173
	Iteration 0F: 2 clusters Score -662339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -654143.125000 Penalty: 856.816345
	Iteration 0F: 3 clusters Score -654143.1 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -657320.812500 Penalty: 856.816345
	Iteration 1F: 3 clusters Score -657320.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -657496.812500 Penalty: 856.816345
	Iteration 2Q: 3 clusters Score -657496.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -657755.312500 Penalty: 856.816345
	Iteration 3Q: 3 clusters Score -657755.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -658111.312500 Penalty: 856.816345
	Iteration 4Q: 3 clusters Score -658111.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -658701.625000 Penalty: 856.816345
	Iteration 5F: 3 clusters Score -658701.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -659482.687500 Penalty: 856.816345
	Iteration 6F: 3 clusters Score -659482.7 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -660201.187500 Penalty: 856.816345
	Iteration 7F: 3 clusters Score -660201.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -660707.312500 Penalty: 856.816345
	Iteration 8Q: 3 clusters Score -660707.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -661027.062500 Penalty: 856.816345
	Iteration 9Q: 3 clusters Score -661027.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -661215.562500 Penalty: 856.816345
	Iteration 10Q: 3 clusters Score -661215.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -661356.500000 Penalty: 856.816345
	Iteration 11Q: 3 clusters Score -661356.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -661459.062500 Penalty: 856.816345
	Iteration 12Q: 3 clusters Score -661459.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -661553.500000 Penalty: 856.816345
	Iteration 13Q: 3 clusters Score -661553.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -661639.625000 Penalty: 856.816345
	Iteration 14Q: 3 clusters Score -661639.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -661696.125000 Penalty: 856.816345
	Iteration 15Q: 3 clusters Score -661696.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -661734.687500 Penalty: 856.816345
	Iteration 16Q: 3 clusters Score -661734.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -661768.125000 Penalty: 856.816345
	Iteration 17Q: 3 clusters Score -661768.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -661795.687500 Penalty: 856.816345
	Iteration 18Q: 3 clusters Score -661795.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -661822.500000 Penalty: 856.816345
	Iteration 19Q: 3 clusters Score -661822.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -661851.125000 Penalty: 856.816345
	Iteration 20F: 3 clusters Score -661851.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -661870.500000 Penalty: 856.816345
	Iteration 21Q: 3 clusters Score -661870.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -661890.125000 Penalty: 856.816345
	Iteration 22Q: 3 clusters Score -661890.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -661901.687500 Penalty: 856.816345
	Iteration 23Q: 3 clusters Score -661901.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -661910.000000 Penalty: 856.816345
	Iteration 24Q: 3 clusters Score -661910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -661918.687500 Penalty: 856.816345
	Iteration 25Q: 3 clusters Score -661918.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -661923.812500 Penalty: 856.816345
	Iteration 26Q: 3 clusters Score -661923.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -661932.312500 Penalty: 856.816345
	Iteration 27Q: 3 clusters Score -661932.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -661939.062500 Penalty: 856.816345
	Iteration 28Q: 3 clusters Score -661939.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -661944.625000 Penalty: 856.816345
	Iteration 29Q: 3 clusters Score -661944.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -661955.375000 Penalty: 856.816345
	Iteration 30Q: 3 clusters Score -661955.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -661963.250000 Penalty: 856.816345
	Iteration 31Q: 3 clusters Score -661963.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -661972.125000 Penalty: 856.816345
	Iteration 32Q: 3 clusters Score -661972.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -661980.500000 Penalty: 856.816345
	Iteration 33Q: 3 clusters Score -661980.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -661984.250000 Penalty: 856.816345
	Iteration 34Q: 3 clusters Score -661984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -661984.687500 Penalty: 856.816345
	Iteration 35Q: 3 clusters Score -661984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -661986.687500 Penalty: 856.816345
	Iteration 36Q: 3 clusters Score -661986.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -661990.500000 Penalty: 856.816345
	Iteration 37Q: 3 clusters Score -661990.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -661991.062500 Penalty: 856.816345
	Iteration 38Q: 3 clusters Score -661991.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -661991.937500 Penalty: 856.816345
	Iteration 39Q: 3 clusters Score -661991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -661993.625000 Penalty: 856.816345
	Iteration 40F: 3 clusters Score -661993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -661995.750000 Penalty: 856.816345
	Iteration 41Q: 3 clusters Score -661995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -662000.625000 Penalty: 856.816345
	Iteration 42Q: 3 clusters Score -662000.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -662003.312500 Penalty: 856.816345
	Iteration 43Q: 3 clusters Score -662003.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -662006.062500 Penalty: 856.816345
	Iteration 44Q: 3 clusters Score -662006.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -662006.625000 Penalty: 856.816345
	Iteration 45Q: 3 clusters Score -662006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -662006.625000 Penalty: 856.816345
	Iteration 46F: 3 clusters Score -662006.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Entering Unmasked Estep 
Score: -3310637.250000 Penalty: 499.868591
	Iteration 0F: 2 clusters Score -3310637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3271228.000000 Penalty: 999.737183
	Iteration 0F: 3 clusters Score -3271228 nChanged 28610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3289267.000000 Penalty: 999.737183
	Iteration 1F: 3 clusters Score -3289267 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3291226.750000 Penalty: 999.737183
	Iteration 2F: 3 clusters Score -3291227 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3294239.250000 Penalty: 999.737183
	Iteration 3F: 3 clusters Score -3294239 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3298074.000000 Penalty: 999.737183
	Iteration 4F: 3 clusters Score -3298074 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3301290.250000 Penalty: 999.737183
	Iteration 5F: 3 clusters Score -3301290 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3303275.000000 Penalty: 999.737183
	Iteration 6Q: 3 clusters Score -3303275 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3304552.250000 Penalty: 999.737183
	Iteration 7Q: 3 clusters Score -3304552 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3305516.250000 Penalty: 999.737183
	Iteration 8Q: 3 clusters Score -3305516 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3306378.750000 Penalty: 999.737183
	Iteration 9Q: 3 clusters Score -3306379 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3307096.000000 Penalty: 999.737183
	Iteration 10Q: 3 clusters Score -3307096 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3307751.750000 Penalty: 999.737183
	Iteration 11Q: 3 clusters Score -3307752 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3308334.750000 Penalty: 999.737183
	Iteration 12Q: 3 clusters Score -3308335 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3308816.750000 Penalty: 999.737183
	Iteration 13Q: 3 clusters Score -3308817 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3309190.250000 Penalty: 999.737183
	Iteration 14Q: 3 clusters Score -3309190 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3309448.250000 Penalty: 999.737183
	Iteration 15Q: 3 clusters Score -3309448 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3309646.000000 Penalty: 999.737183
	Iteration 16Q: 3 clusters Score -3309646 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3309802.750000 Penalty: 999.737183
	Iteration 17Q: 3 clusters Score -3309803 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3309931.750000 Penalty: 999.737183
	Iteration 18Q: 3 clusters Score -3309932 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3310015.500000 Penalty: 999.737183
	Iteration 19Q: 3 clusters Score -3310016 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3310056.000000 Penalty: 999.737183
	Iteration 20F: 3 clusters Score -3310056 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3310095.500000 Penalty: 999.737183
	Iteration 21Q: 3 clusters Score -3310096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3310128.250000 Penalty: 999.737183
	Iteration 22Q: 3 clusters Score -3310128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3310148.750000 Penalty: 999.737183
	Iteration 23Q: 3 clusters Score -3310149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3310170.500000 Penalty: 999.737183
	Iteration 24Q: 3 clusters Score -3310170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3310190.000000 Penalty: 999.737183
	Iteration 25Q: 3 clusters Score -3310190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3310201.500000 Penalty: 999.737183
	Iteration 26Q: 3 clusters Score -3310202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3310211.000000 Penalty: 999.737183
	Iteration 27Q: 3 clusters Score -3310211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3310213.750000 Penalty: 999.737183
	Iteration 28Q: 3 clusters Score -3310214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3310216.500000 Penalty: 999.737183
	Iteration 29Q: 3 clusters Score -3310216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3310216.500000 Penalty: 999.737183
	Iteration 30F: 3 clusters Score -3310216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -90172.539062 Penalty: 340.333832
	Iteration 0F: 2 clusters Score -90172.54 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 886 members 
Entering Unmasked Estep 
Score: -88921.507812 Penalty: 680.667664
	Iteration 0F: 3 clusters Score -88921.51 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -89441.882812 Penalty: 680.667664
	Iteration 1F: 3 clusters Score -89441.88 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -89649.648438 Penalty: 680.667664
	Iteration 2F: 3 clusters Score -89649.65 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -89816.296875 Penalty: 680.667664
	Iteration 3F: 3 clusters Score -89816.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89924.351562 Penalty: 680.667664
	Iteration 4F: 3 clusters Score -89924.35 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89977.210938 Penalty: 680.667664
	Iteration 5Q: 3 clusters Score -89977.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89997.523438 Penalty: 680.667664
	Iteration 6Q: 3 clusters Score -89997.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90009.257812 Penalty: 680.667664
	Iteration 7Q: 3 clusters Score -90009.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90018.093750 Penalty: 680.667664
	Iteration 8Q: 3 clusters Score -90018.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90025.226562 Penalty: 680.667664
	Iteration 9Q: 3 clusters Score -90025.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90033.523438 Penalty: 680.667664
	Iteration 10Q: 3 clusters Score -90033.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90037.476562 Penalty: 680.667664
	Iteration 11Q: 3 clusters Score -90037.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90041.601562 Penalty: 680.667664
	Iteration 12Q: 3 clusters Score -90041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90044.828125 Penalty: 680.667664
	Iteration 13Q: 3 clusters Score -90044.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90047.398438 Penalty: 680.667664
	Iteration 14Q: 3 clusters Score -90047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90048.601562 Penalty: 680.667664
	Iteration 15Q: 3 clusters Score -90048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90049.406250 Penalty: 680.667664
	Iteration 16Q: 3 clusters Score -90049.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90050.164062 Penalty: 680.667664
	Iteration 17Q: 3 clusters Score -90050.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90051.671875 Penalty: 680.667664
	Iteration 18Q: 3 clusters Score -90051.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90052.140625 Penalty: 680.667664
	Iteration 19Q: 3 clusters Score -90052.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90052.507812 Penalty: 680.667664
	Iteration 20F: 3 clusters Score -90052.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90052.773438 Penalty: 680.667664
	Iteration 21Q: 3 clusters Score -90052.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90053.140625 Penalty: 680.667664
	Iteration 22Q: 3 clusters Score -90053.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90053.242188 Penalty: 680.667664
	Iteration 23Q: 3 clusters Score -90053.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90053.460938 Penalty: 680.667664
	Iteration 24Q: 3 clusters Score -90053.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90053.460938 Penalty: 680.667664
	Iteration 25F: 3 clusters Score -90053.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -53233.929688 Penalty: 314.393768
	Iteration 0F: 2 clusters Score -53233.93 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 505 members 
Entering Unmasked Estep 
Score: -52443.308594 Penalty: 628.787537
	Iteration 0F: 3 clusters Score -52443.31 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -52671.417969 Penalty: 628.787537
	Iteration 1F: 3 clusters Score -52671.42 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -52736.589844 Penalty: 628.787537
	Iteration 2F: 3 clusters Score -52736.59 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -52790.589844 Penalty: 628.787537
	Iteration 3F: 3 clusters Score -52790.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -52843.171875 Penalty: 628.787537
	Iteration 4F: 3 clusters Score -52843.17 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -52895.210938 Penalty: 628.787537
	Iteration 5F: 3 clusters Score -52895.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -52955.113281 Penalty: 628.787537
	Iteration 6F: 3 clusters Score -52955.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -53006.351562 Penalty: 628.787537
	Iteration 7F: 3 clusters Score -53006.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -53046.300781 Penalty: 628.787537
	Iteration 8Q: 3 clusters Score -53046.3 nChanged 24
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: -53071.593750 Penalty: 628.787537
	Iteration 9Q: 3 clusters Score -53071.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -53078.449219 Penalty: 628.787537
	Iteration 10Q: 3 clusters Score -53078.45 nChanged 3
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: -53079.277344 Penalty: 628.787537
	Iteration 11Q: 3 clusters Score -53079.28 nChanged 0
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: -53079.277344 Penalty: 628.787537
	Iteration 12F: 3 clusters Score -53079.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Entering Unmasked Estep 
Score: -576507.000000 Penalty: 421.554016
	Iteration 0F: 2 clusters Score -576507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -569495.375000 Penalty: 843.108032
	Iteration 0F: 3 clusters Score -569495.4 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -572409.812500 Penalty: 843.108032
	Iteration 1F: 3 clusters Score -572409.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -572820.875000 Penalty: 843.108032
	Iteration 2F: 3 clusters Score -572820.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -573350.687500 Penalty: 843.108032
	Iteration 3F: 3 clusters Score -573350.7 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -574058.062500 Penalty: 843.108032
	Iteration 4F: 3 clusters Score -574058.1 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -574813.562500 Penalty: 843.108032
	Iteration 5F: 3 clusters Score -574813.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -575267.875000 Penalty: 843.108032
	Iteration 6F: 3 clusters Score -575267.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -575476.625000 Penalty: 843.108032
	Iteration 7Q: 3 clusters Score -575476.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -575588.437500 Penalty: 843.108032
	Iteration 8Q: 3 clusters Score -575588.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -575681.250000 Penalty: 843.108032
	Iteration 9Q: 3 clusters Score -575681.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -575762.812500 Penalty: 843.108032
	Iteration 10Q: 3 clusters Score -575762.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -575819.375000 Penalty: 843.108032
	Iteration 11Q: 3 clusters Score -575819.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -575862.562500 Penalty: 843.108032
	Iteration 12Q: 3 clusters Score -575862.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -575895.000000 Penalty: 843.108032
	Iteration 13Q: 3 clusters Score -575895 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -575914.187500 Penalty: 843.108032
	Iteration 14Q: 3 clusters Score -575914.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -575928.000000 Penalty: 843.108032
	Iteration 15Q: 3 clusters Score -575928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -575941.562500 Penalty: 843.108032
	Iteration 16Q: 3 clusters Score -575941.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -575956.500000 Penalty: 843.108032
	Iteration 17Q: 3 clusters Score -575956.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -575968.812500 Penalty: 843.108032
	Iteration 18Q: 3 clusters Score -575968.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -575980.562500 Penalty: 843.108032
	Iteration 19Q: 3 clusters Score -575980.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -575994.437500 Penalty: 843.108032
	Iteration 20F: 3 clusters Score -575994.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -576012.000000 Penalty: 843.108032
	Iteration 21Q: 3 clusters Score -576012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -576023.687500 Penalty: 843.108032
	Iteration 22Q: 3 clusters Score -576023.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -576031.562500 Penalty: 843.108032
	Iteration 23Q: 3 clusters Score -576031.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -576039.687500 Penalty: 843.108032
	Iteration 24Q: 3 clusters Score -576039.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -576046.875000 Penalty: 843.108032
	Iteration 25Q: 3 clusters Score -576046.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -576058.125000 Penalty: 843.108032
	Iteration 26Q: 3 clusters Score -576058.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -576066.875000 Penalty: 843.108032
	Iteration 27Q: 3 clusters Score -576066.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -576073.750000 Penalty: 843.108032
	Iteration 28Q: 3 clusters Score -576073.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -576080.562500 Penalty: 843.108032
	Iteration 29Q: 3 clusters Score -576080.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -576086.562500 Penalty: 843.108032
	Iteration 30Q: 3 clusters Score -576086.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -576093.062500 Penalty: 843.108032
	Iteration 31Q: 3 clusters Score -576093.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -576095.937500 Penalty: 843.108032
	Iteration 32Q: 3 clusters Score -576095.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -576099.812500 Penalty: 843.108032
	Iteration 33Q: 3 clusters Score -576099.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -576101.000000 Penalty: 843.108032
	Iteration 34Q: 3 clusters Score -576101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -576104.000000 Penalty: 843.108032
	Iteration 35Q: 3 clusters Score -576104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -576105.187500 Penalty: 843.108032
	Iteration 36Q: 3 clusters Score -576105.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -576107.750000 Penalty: 843.108032
	Iteration 37Q: 3 clusters Score -576107.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -576114.187500 Penalty: 843.108032
	Iteration 38Q: 3 clusters Score -576114.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -576119.437500 Penalty: 843.108032
	Iteration 39Q: 3 clusters Score -576119.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -576128.250000 Penalty: 843.108032
	Iteration 40F: 3 clusters Score -576128.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -576132.500000 Penalty: 843.108032
	Iteration 41Q: 3 clusters Score -576132.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -576135.000000 Penalty: 843.108032
	Iteration 42Q: 3 clusters Score -576135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -576139.437500 Penalty: 843.108032
	Iteration 43Q: 3 clusters Score -576139.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -576145.000000 Penalty: 843.108032
	Iteration 44Q: 3 clusters Score -576145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -576149.375000 Penalty: 843.108032
	Iteration 45Q: 3 clusters Score -576149.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -576154.812500 Penalty: 843.108032
	Iteration 46Q: 3 clusters Score -576154.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -576160.562500 Penalty: 843.108032
	Iteration 47Q: 3 clusters Score -576160.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -576168.437500 Penalty: 843.108032
	Iteration 48Q: 3 clusters Score -576168.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -576174.437500 Penalty: 843.108032
	Iteration 49Q: 3 clusters Score -576174.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -576177.062500 Penalty: 843.108032
	Iteration 50Q: 3 clusters Score -576177.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -576180.437500 Penalty: 843.108032
	Iteration 51Q: 3 clusters Score -576180.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -576185.125000 Penalty: 843.108032
	Iteration 52Q: 3 clusters Score -576185.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -576187.187500 Penalty: 843.108032
	Iteration 53Q: 3 clusters Score -576187.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -576192.437500 Penalty: 843.108032
	Iteration 54Q: 3 clusters Score -576192.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -576198.125000 Penalty: 843.108032
	Iteration 55Q: 3 clusters Score -576198.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -576208.000000 Penalty: 843.108032
	Iteration 56Q: 3 clusters Score -576208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -576215.562500 Penalty: 843.108032
	Iteration 57Q: 3 clusters Score -576215.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -576227.687500 Penalty: 843.108032
	Iteration 58Q: 3 clusters Score -576227.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -576234.875000 Penalty: 843.108032
	Iteration 59Q: 3 clusters Score -576234.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -576240.875000 Penalty: 843.108032
	Iteration 60F: 3 clusters Score -576240.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -576246.437500 Penalty: 843.108032
	Iteration 61Q: 3 clusters Score -576246.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -576253.375000 Penalty: 843.108032
	Iteration 62Q: 3 clusters Score -576253.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -576255.687500 Penalty: 843.108032
	Iteration 63Q: 3 clusters Score -576255.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -576260.375000 Penalty: 843.108032
	Iteration 64Q: 3 clusters Score -576260.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -576264.125000 Penalty: 843.108032
	Iteration 65Q: 3 clusters Score -576264.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -576269.875000 Penalty: 843.108032
	Iteration 66Q: 3 clusters Score -576269.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -576269.562500 Penalty: 843.108032
	Iteration 67Q: 3 clusters Score -576269.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -576273.875000 Penalty: 843.108032
	Iteration 68Q: 3 clusters Score -576273.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -576275.000000 Penalty: 843.108032
	Iteration 69Q: 3 clusters Score -576275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -576280.187500 Penalty: 843.108032
	Iteration 70Q: 3 clusters Score -576280.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -576283.875000 Penalty: 843.108032
	Iteration 71Q: 3 clusters Score -576283.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -576287.312500 Penalty: 843.108032
	Iteration 72Q: 3 clusters Score -576287.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -576288.937500 Penalty: 843.108032
	Iteration 73Q: 3 clusters Score -576288.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -576291.687500 Penalty: 843.108032
	Iteration 74Q: 3 clusters Score -576291.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -576293.062500 Penalty: 843.108032
	Iteration 75Q: 3 clusters Score -576293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -576294.937500 Penalty: 843.108032
	Iteration 76Q: 3 clusters Score -576294.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -576295.750000 Penalty: 843.108032
	Iteration 77Q: 3 clusters Score -576295.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -576295.125000 Penalty: 843.108032
	Iteration 78Q: 3 clusters Score -576295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -576294.875000 Penalty: 843.108032
	Iteration 79Q: 3 clusters Score -576294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -576294.875000 Penalty: 843.108032
	Iteration 80F: 3 clusters Score -576294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -154705.781250 Penalty: 361.699707
	Iteration 0F: 2 clusters Score -154705.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -152717.687500 Penalty: 723.399414
	Iteration 0F: 3 clusters Score -152717.7 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -153411.406250 Penalty: 723.399414
	Iteration 1F: 3 clusters Score -153411.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -153481.656250 Penalty: 723.399414
	Iteration 2F: 3 clusters Score -153481.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -153540.734375 Penalty: 723.399414
	Iteration 3F: 3 clusters Score -153540.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -153590.765625 Penalty: 723.399414
	Iteration 4Q: 3 clusters Score -153590.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -153670.968750 Penalty: 723.399414
	Iteration 5Q: 3 clusters Score -153671 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -153791.031250 Penalty: 723.399414
	Iteration 6F: 3 clusters Score -153791 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -153927.218750 Penalty: 723.399414
	Iteration 7F: 3 clusters Score -153927.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -154051.609375 Penalty: 723.399414
	Iteration 8Q: 3 clusters Score -154051.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -154163.906250 Penalty: 723.399414
	Iteration 9Q: 3 clusters Score -154163.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -154222.562500 Penalty: 723.399414
	Iteration 10Q: 3 clusters Score -154222.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -154262.125000 Penalty: 723.399414
	Iteration 11Q: 3 clusters Score -154262.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -154295.265625 Penalty: 723.399414
	Iteration 12Q: 3 clusters Score -154295.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -154312.203125 Penalty: 723.399414
	Iteration 13Q: 3 clusters Score -154312.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -154325.781250 Penalty: 723.399414
	Iteration 14Q: 3 clusters Score -154325.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -154336.500000 Penalty: 723.399414
	Iteration 15Q: 3 clusters Score -154336.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -154345.484375 Penalty: 723.399414
	Iteration 16Q: 3 clusters Score -154345.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -154352.187500 Penalty: 723.399414
	Iteration 17Q: 3 clusters Score -154352.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -154357.281250 Penalty: 723.399414
	Iteration 18Q: 3 clusters Score -154357.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -154365.421875 Penalty: 723.399414
	Iteration 19Q: 3 clusters Score -154365.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -154369.250000 Penalty: 723.399414
	Iteration 20F: 3 clusters Score -154369.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -154374.750000 Penalty: 723.399414
	Iteration 21Q: 3 clusters Score -154374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -154377.718750 Penalty: 723.399414
	Iteration 22Q: 3 clusters Score -154377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -154378.718750 Penalty: 723.399414
	Iteration 23Q: 3 clusters Score -154378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -154379.281250 Penalty: 723.399414
	Iteration 24Q: 3 clusters Score -154379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -154380.171875 Penalty: 723.399414
	Iteration 25Q: 3 clusters Score -154380.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -154380.171875 Penalty: 723.399414
	Iteration 26F: 3 clusters Score -154380.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Entering Unmasked Estep 
Score: -1240742.250000 Penalty: 456.498596
	Iteration 0F: 2 clusters Score -1240742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1225609.625000 Penalty: 912.997192
	Iteration 0F: 3 clusters Score -1225610 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1231807.500000 Penalty: 912.997192
	Iteration 1F: 3 clusters Score -1231808 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1232188.000000 Penalty: 912.997192
	Iteration 2Q: 3 clusters Score -1232188 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1232766.500000 Penalty: 912.997192
	Iteration 3F: 3 clusters Score -1232766 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1233705.250000 Penalty: 912.997192
	Iteration 4F: 3 clusters Score -1233705 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1235051.625000 Penalty: 912.997192
	Iteration 5F: 3 clusters Score -1235052 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1236673.125000 Penalty: 912.997192
	Iteration 6F: 3 clusters Score -1236673 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1238151.875000 Penalty: 912.997192
	Iteration 7F: 3 clusters Score -1238152 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -1239135.125000 Penalty: 912.997192
	Iteration 8Q: 3 clusters Score -1239135 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -1239649.125000 Penalty: 912.997192
	Iteration 9Q: 3 clusters Score -1239649 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -1239927.125000 Penalty: 912.997192
	Iteration 10Q: 3 clusters Score -1239927 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1240102.750000 Penalty: 912.997192
	Iteration 11Q: 3 clusters Score -1240103 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -1240236.000000 Penalty: 912.997192
	Iteration 12Q: 3 clusters Score -1240236 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1240323.000000 Penalty: 912.997192
	Iteration 13Q: 3 clusters Score -1240323 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -1240369.625000 Penalty: 912.997192
	Iteration 14Q: 3 clusters Score -1240370 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -1240393.375000 Penalty: 912.997192
	Iteration 15Q: 3 clusters Score -1240393 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -1240402.625000 Penalty: 912.997192
	Iteration 16Q: 3 clusters Score -1240403 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -1240416.750000 Penalty: 912.997192
	Iteration 17Q: 3 clusters Score -1240417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -1240420.500000 Penalty: 912.997192
	Iteration 18Q: 3 clusters Score -1240420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -1240417.125000 Penalty: 912.997192
	Iteration 19Q: 3 clusters Score -1240417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1240426.125000 Penalty: 912.997192
	Iteration 20F: 3 clusters Score -1240426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -1240428.375000 Penalty: 912.997192
	Iteration 21Q: 3 clusters Score -1240428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -1240429.000000 Penalty: 912.997192
	Iteration 22Q: 3 clusters Score -1240429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1240428.375000 Penalty: 912.997192
	Iteration 23Q: 3 clusters Score -1240428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -1240429.875000 Penalty: 912.997192
	Iteration 24Q: 3 clusters Score -1240430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -1240432.500000 Penalty: 912.997192
	Iteration 25Q: 3 clusters Score -1240432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -1240433.125000 Penalty: 912.997192
	Iteration 26Q: 3 clusters Score -1240433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -1240432.500000 Penalty: 912.997192
	Iteration 27Q: 3 clusters Score -1240432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -1240432.875000 Penalty: 912.997192
	Iteration 28Q: 3 clusters Score -1240433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -1240432.000000 Penalty: 912.997192
	Iteration 29Q: 3 clusters Score -1240432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1240434.250000 Penalty: 912.997192
	Iteration 30Q: 3 clusters Score -1240434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -1240434.375000 Penalty: 912.997192
	Iteration 31Q: 3 clusters Score -1240434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -1240434.375000 Penalty: 912.997192
	Iteration 32F: 3 clusters Score -1240434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Entering Unmasked Estep 
Score: -214292.765625 Penalty: 380.680420
	Iteration 0F: 2 clusters Score -214292.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -211381.093750 Penalty: 761.360840
	Iteration 0F: 3 clusters Score -211381.1 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -212511.968750 Penalty: 761.360840
	Iteration 1F: 3 clusters Score -212512 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -212731.546875 Penalty: 761.360840
	Iteration 2F: 3 clusters Score -212731.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -212989.671875 Penalty: 761.360840
	Iteration 3F: 3 clusters Score -212989.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -213322.796875 Penalty: 761.360840
	Iteration 4F: 3 clusters Score -213322.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -213622.312500 Penalty: 761.360840
	Iteration 5F: 3 clusters Score -213622.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -213840.406250 Penalty: 761.360840
	Iteration 6Q: 3 clusters Score -213840.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -213935.250000 Penalty: 761.360840
	Iteration 7Q: 3 clusters Score -213935.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -213989.718750 Penalty: 761.360840
	Iteration 8Q: 3 clusters Score -213989.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -214028.593750 Penalty: 761.360840
	Iteration 9Q: 3 clusters Score -214028.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -214073.937500 Penalty: 761.360840
	Iteration 10Q: 3 clusters Score -214073.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -214122.625000 Penalty: 761.360840
	Iteration 11Q: 3 clusters Score -214122.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -214155.328125 Penalty: 761.360840
	Iteration 12Q: 3 clusters Score -214155.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -214190.359375 Penalty: 761.360840
	Iteration 13Q: 3 clusters Score -214190.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -214219.046875 Penalty: 761.360840
	Iteration 14Q: 3 clusters Score -214219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -214242.609375 Penalty: 761.360840
	Iteration 15Q: 3 clusters Score -214242.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -214267.625000 Penalty: 761.360840
	Iteration 16Q: 3 clusters Score -214267.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -214287.468750 Penalty: 761.360840
	Iteration 17Q: 3 clusters Score -214287.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -214305.390625 Penalty: 761.360840
	Iteration 18Q: 3 clusters Score -214305.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -214314.437500 Penalty: 761.360840
	Iteration 19Q: 3 clusters Score -214314.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -214325.046875 Penalty: 761.360840
	Iteration 20F: 3 clusters Score -214325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -214332.843750 Penalty: 761.360840
	Iteration 21Q: 3 clusters Score -214332.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -214337.375000 Penalty: 761.360840
	Iteration 22Q: 3 clusters Score -214337.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -214341.093750 Penalty: 761.360840
	Iteration 23Q: 3 clusters Score -214341.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -214343.156250 Penalty: 761.360840
	Iteration 24Q: 3 clusters Score -214343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -214344.546875 Penalty: 761.360840
	Iteration 25Q: 3 clusters Score -214344.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -214346.156250 Penalty: 761.360840
	Iteration 26Q: 3 clusters Score -214346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -214347.718750 Penalty: 761.360840
	Iteration 27Q: 3 clusters Score -214347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -214348.781250 Penalty: 761.360840
	Iteration 28Q: 3 clusters Score -214348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -214350.609375 Penalty: 761.360840
	Iteration 29Q: 3 clusters Score -214350.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -214351.156250 Penalty: 761.360840
	Iteration 30Q: 3 clusters Score -214351.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -214353.015625 Penalty: 761.360840
	Iteration 31Q: 3 clusters Score -214353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -214355.375000 Penalty: 761.360840
	Iteration 32Q: 3 clusters Score -214355.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -214358.062500 Penalty: 761.360840
	Iteration 33Q: 3 clusters Score -214358.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -214360.203125 Penalty: 761.360840
	Iteration 34Q: 3 clusters Score -214360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -214361.750000 Penalty: 761.360840
	Iteration 35Q: 3 clusters Score -214361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -214362.484375 Penalty: 761.360840
	Iteration 36Q: 3 clusters Score -214362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -214363.000000 Penalty: 761.360840
	Iteration 37Q: 3 clusters Score -214363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -214363.093750 Penalty: 761.360840
	Iteration 38Q: 3 clusters Score -214363.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -214363.843750 Penalty: 761.360840
	Iteration 39Q: 3 clusters Score -214363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -214363.937500 Penalty: 761.360840
	Iteration 40F: 3 clusters Score -214363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -214364.031250 Penalty: 761.360840
	Iteration 41Q: 3 clusters Score -214364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -214364.421875 Penalty: 761.360840
	Iteration 42Q: 3 clusters Score -214364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -214364.406250 Penalty: 761.360840
	Iteration 43Q: 3 clusters Score -214364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -214365.750000 Penalty: 761.360840
	Iteration 44Q: 3 clusters Score -214365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -214365.421875 Penalty: 761.360840
	Iteration 45Q: 3 clusters Score -214365.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -214365.578125 Penalty: 761.360840
	Iteration 46Q: 3 clusters Score -214365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -214365.687500 Penalty: 761.360840
	Iteration 47Q: 3 clusters Score -214365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -214365.953125 Penalty: 761.360840
	Iteration 48Q: 3 clusters Score -214366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -214366.031250 Penalty: 761.360840
	Iteration 49Q: 3 clusters Score -214366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -214366.031250 Penalty: 761.360840
	Iteration 50F: 3 clusters Score -214366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 28600 members 
Mstep: Class 3 contains 104347 members 
Mstep: Class 4 contains 15983 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 13446 members 
Mstep: Class 7 contains 90019 members 
Mstep: Class 8 contains 9366 members 
Mstep: Class 9 contains 59887 members 
Mstep: Class 10 contains 44843 members 
Mstep: Class 11 contains 14478 members 
Mstep: Class 12 contains 163959 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 7466 members 
Mstep: Class 15 contains 12278 members 
Mstep: Class 16 contains 59049 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 10561 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 22764 members 
Mstep: Class 22 contains 1014 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 20253 members 
Mstep: Class 25 contains 86104 members 
Mstep: Class 26 contains 1856 members 
Mstep: Class 27 contains 165471 members 
Mstep: Class 28 contains 120261 members 
Mstep: Class 29 contains 77886 members 
Mstep: Class 30 contains 1438 members 
Mstep: Class 31 contains 33838 members 
Mstep: Class 32 contains 44359 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 34 contains 1013 members 
Mstep: Class 35 contains 161590 members 
Mstep: Class 36 contains 81416 members 
Mstep: Class 37 contains 13655 members 
Mstep: Class 38 contains 3287 members 
Mstep: Class 39 contains 113045 members 
Mstep: Class 40 contains 7824 members 
Mstep: Class 41 contains 19793 members 
Mstep: Class 42 contains 78278 members 
Mstep: Class 43 contains 7002 members 
Entering Unmasked Estep 
Score: -87403280.000000 Penalty: 28102.771484
Splitting cluster 22 changes total score from -87401256.000000 to -87403280.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (20253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Entering Unmasked Estep 
Score: -1095390.125000 Penalty: 451.180664
	Iteration 0F: 2 clusters Score -1095390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1081831.000000 Penalty: 902.361328
	Iteration 0F: 3 clusters Score -1081831 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1087884.125000 Penalty: 902.361328
	Iteration 1F: 3 clusters Score -1087884 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1088420.125000 Penalty: 902.361328
	Iteration 2F: 3 clusters Score -1088420 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1089021.500000 Penalty: 902.361328
	Iteration 3F: 3 clusters Score -1089022 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1089742.125000 Penalty: 902.361328
	Iteration 4F: 3 clusters Score -1089742 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1090482.625000 Penalty: 902.361328
	Iteration 5F: 3 clusters Score -1090483 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1091298.250000 Penalty: 902.361328
	Iteration 6F: 3 clusters Score -1091298 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1092067.875000 Penalty: 902.361328
	Iteration 7F: 3 clusters Score -1092068 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1092654.750000 Penalty: 902.361328
	Iteration 8Q: 3 clusters Score -1092655 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1092999.375000 Penalty: 902.361328
	Iteration 9Q: 3 clusters Score -1092999 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1093209.875000 Penalty: 902.361328
	Iteration 10Q: 3 clusters Score -1093210 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1093365.500000 Penalty: 902.361328
	Iteration 11Q: 3 clusters Score -1093366 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1093513.500000 Penalty: 902.361328
	Iteration 12Q: 3 clusters Score -1093514 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1093641.125000 Penalty: 902.361328
	Iteration 13Q: 3 clusters Score -1093641 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1093753.625000 Penalty: 902.361328
	Iteration 14Q: 3 clusters Score -1093754 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1093851.750000 Penalty: 902.361328
	Iteration 15Q: 3 clusters Score -1093852 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1093942.875000 Penalty: 902.361328
	Iteration 16Q: 3 clusters Score -1093943 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1094017.625000 Penalty: 902.361328
	Iteration 17Q: 3 clusters Score -1094018 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1094082.500000 Penalty: 902.361328
	Iteration 18Q: 3 clusters Score -1094082 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1094151.625000 Penalty: 902.361328
	Iteration 19Q: 3 clusters Score -1094152 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1094219.250000 Penalty: 902.361328
	Iteration 20F: 3 clusters Score -1094219 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1094279.250000 Penalty: 902.361328
	Iteration 21Q: 3 clusters Score -1094279 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1094336.000000 Penalty: 902.361328
	Iteration 22Q: 3 clusters Score -1094336 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1094388.375000 Penalty: 902.361328
	Iteration 23Q: 3 clusters Score -1094388 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1094437.875000 Penalty: 902.361328
	Iteration 24Q: 3 clusters Score -1094438 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1094475.625000 Penalty: 902.361328
	Iteration 25Q: 3 clusters Score -1094476 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1094509.375000 Penalty: 902.361328
	Iteration 26Q: 3 clusters Score -1094509 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1094546.250000 Penalty: 902.361328
	Iteration 27Q: 3 clusters Score -1094546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1094570.875000 Penalty: 902.361328
	Iteration 28Q: 3 clusters Score -1094571 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1094604.500000 Penalty: 902.361328
	Iteration 29Q: 3 clusters Score -1094604 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1094634.000000 Penalty: 902.361328
	Iteration 30Q: 3 clusters Score -1094634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1094673.500000 Penalty: 902.361328
	Iteration 31Q: 3 clusters Score -1094674 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1094709.750000 Penalty: 902.361328
	Iteration 32Q: 3 clusters Score -1094710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1094738.000000 Penalty: 902.361328
	Iteration 33Q: 3 clusters Score -1094738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1094765.875000 Penalty: 902.361328
	Iteration 34Q: 3 clusters Score -1094766 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1094789.625000 Penalty: 902.361328
	Iteration 35Q: 3 clusters Score -1094790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1094813.000000 Penalty: 902.361328
	Iteration 36Q: 3 clusters Score -1094813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1094838.750000 Penalty: 902.361328
	Iteration 37Q: 3 clusters Score -1094839 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1094857.625000 Penalty: 902.361328
	Iteration 38Q: 3 clusters Score -1094858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1094874.375000 Penalty: 902.361328
	Iteration 39Q: 3 clusters Score -1094874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1094887.625000 Penalty: 902.361328
	Iteration 40F: 3 clusters Score -1094888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1094904.750000 Penalty: 902.361328
	Iteration 41Q: 3 clusters Score -1094905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1094914.750000 Penalty: 902.361328
	Iteration 42Q: 3 clusters Score -1094915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1094923.375000 Penalty: 902.361328
	Iteration 43Q: 3 clusters Score -1094923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1094929.875000 Penalty: 902.361328
	Iteration 44Q: 3 clusters Score -1094930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1094933.375000 Penalty: 902.361328
	Iteration 45Q: 3 clusters Score -1094933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1094940.000000 Penalty: 902.361328
	Iteration 46Q: 3 clusters Score -1094940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1094947.375000 Penalty: 902.361328
	Iteration 47Q: 3 clusters Score -1094947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1094950.250000 Penalty: 902.361328
	Iteration 48Q: 3 clusters Score -1094950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1094957.750000 Penalty: 902.361328
	Iteration 49Q: 3 clusters Score -1094958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1094959.375000 Penalty: 902.361328
	Iteration 50Q: 3 clusters Score -1094959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1094963.250000 Penalty: 902.361328
	Iteration 51Q: 3 clusters Score -1094963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1094964.875000 Penalty: 902.361328
	Iteration 52Q: 3 clusters Score -1094965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1094967.750000 Penalty: 902.361328
	Iteration 53Q: 3 clusters Score -1094968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1094971.000000 Penalty: 902.361328
	Iteration 54Q: 3 clusters Score -1094971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1094975.250000 Penalty: 902.361328
	Iteration 55Q: 3 clusters Score -1094975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1094980.500000 Penalty: 902.361328
	Iteration 56Q: 3 clusters Score -1094980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1094980.000000 Penalty: 902.361328
	Iteration 57Q: 3 clusters Score -1094980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1094985.250000 Penalty: 902.361328
	Iteration 58Q: 3 clusters Score -1094985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1094986.625000 Penalty: 902.361328
	Iteration 59Q: 3 clusters Score -1094987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1094993.125000 Penalty: 902.361328
	Iteration 60F: 3 clusters Score -1094993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1094995.250000 Penalty: 902.361328
	Iteration 61Q: 3 clusters Score -1094995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1094993.875000 Penalty: 902.361328
	Iteration 62Q: 3 clusters Score -1094994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1094994.625000 Penalty: 902.361328
	Iteration 63Q: 3 clusters Score -1094995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1094994.000000 Penalty: 902.361328
	Iteration 64Q: 3 clusters Score -1094994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1094995.375000 Penalty: 902.361328
	Iteration 65Q: 3 clusters Score -1094995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1094995.875000 Penalty: 902.361328
	Iteration 66Q: 3 clusters Score -1094996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1094996.375000 Penalty: 902.361328
	Iteration 67Q: 3 clusters Score -1094996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1094996.625000 Penalty: 902.361328
	Iteration 68Q: 3 clusters Score -1094997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1094996.625000 Penalty: 902.361328
	Iteration 69F: 3 clusters Score -1094997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (86104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Entering Unmasked Estep 
Score: -4764997.000000 Penalty: 517.030640
	Iteration 0F: 2 clusters Score -4764997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -4707402.500000 Penalty: 1034.061279
	Iteration 0F: 3 clusters Score -4707402 nChanged 42205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -4733612.000000 Penalty: 1034.061279
	Iteration 1F: 3 clusters Score -4733612 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -4735217.500000 Penalty: 1034.061279
	Iteration 2F: 3 clusters Score -4735218 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 49845 members 
Entering Unmasked Estep 
Score: -4737344.500000 Penalty: 1034.061279
	Iteration 3F: 3 clusters Score -4737344 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -4740413.500000 Penalty: 1034.061279
	Iteration 4F: 3 clusters Score -4740414 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -4744458.000000 Penalty: 1034.061279
	Iteration 5F: 3 clusters Score -4744458 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 57770 members 
Entering Unmasked Estep 
Score: -4748883.000000 Penalty: 1034.061279
	Iteration 6F: 3 clusters Score -4748883 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -4751994.000000 Penalty: 1034.061279
	Iteration 7F: 3 clusters Score -4751994 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -4753560.000000 Penalty: 1034.061279
	Iteration 8Q: 3 clusters Score -4753560 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -4754512.500000 Penalty: 1034.061279
	Iteration 9Q: 3 clusters Score -4754512 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -4755448.500000 Penalty: 1034.061279
	Iteration 10Q: 3 clusters Score -4755448 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -4756404.500000 Penalty: 1034.061279
	Iteration 11Q: 3 clusters Score -4756404 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -4757379.000000 Penalty: 1034.061279
	Iteration 12Q: 3 clusters Score -4757379 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -4758379.000000 Penalty: 1034.061279
	Iteration 13Q: 3 clusters Score -4758379 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -4759288.000000 Penalty: 1034.061279
	Iteration 14Q: 3 clusters Score -4759288 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -4760169.500000 Penalty: 1034.061279
	Iteration 15Q: 3 clusters Score -4760170 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -4760826.500000 Penalty: 1034.061279
	Iteration 16Q: 3 clusters Score -4760826 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -4761349.000000 Penalty: 1034.061279
	Iteration 17Q: 3 clusters Score -4761349 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -4761732.500000 Penalty: 1034.061279
	Iteration 18Q: 3 clusters Score -4761732 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -4761976.500000 Penalty: 1034.061279
	Iteration 19Q: 3 clusters Score -4761976 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -4762144.000000 Penalty: 1034.061279
	Iteration 20F: 3 clusters Score -4762144 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -4762277.500000 Penalty: 1034.061279
	Iteration 21Q: 3 clusters Score -4762278 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -4762356.000000 Penalty: 1034.061279
	Iteration 22Q: 3 clusters Score -4762356 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -4762391.500000 Penalty: 1034.061279
	Iteration 23Q: 3 clusters Score -4762392 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 64504 members 
Entering Unmasked Estep 
Score: -4762425.000000 Penalty: 1034.061279
	Iteration 24Q: 3 clusters Score -4762425 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -4762463.500000 Penalty: 1034.061279
	Iteration 25Q: 3 clusters Score -4762464 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -4762469.000000 Penalty: 1034.061279
	Iteration 26Q: 3 clusters Score -4762469 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -4762487.500000 Penalty: 1034.061279
	Iteration 27Q: 3 clusters Score -4762488 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -4762489.500000 Penalty: 1034.061279
	Iteration 28Q: 3 clusters Score -4762490 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4762530 nChanged 176
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Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4762543 nChanged 167
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Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4762552 nChanged 208
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Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4762551 nChanged 209
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Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4762555 nChanged 183
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Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4762576 nChanged 167
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Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4762575 nChanged 175
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Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4762582 nChanged 174
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Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4762582 nChanged 156
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Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4762586 nChanged 202
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Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4762579 nChanged 166
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Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4762602 nChanged 141
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Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4762602 nChanged 185
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Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4762604 nChanged 183
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Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4762608 nChanged 165
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Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4762617 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4762619 nChanged 125
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Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4762616 nChanged 158
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Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4762616 nChanged 146
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Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4762630 nChanged 148
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Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4762634 nChanged 155
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Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4762634 nChanged 169
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Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4762630 nChanged 174
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Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4762634 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4762642 nChanged 185
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Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4762660 nChanged 168
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Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4762650 nChanged 139
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Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4762644 nChanged 185
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Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4762638 nChanged 128
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Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4762652 nChanged 110
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Mstep: Class 1 contains 28072 members 
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	Iteration 65Q: 3 clusters Score -4762662 nChanged 138
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Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4762666 nChanged 128
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Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4762676 nChanged 120
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Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4762683 nChanged 129
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Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4762678 nChanged 100
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Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4762666 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4762668 nChanged 69
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Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4762657 nChanged 102
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Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4762663 nChanged 102
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Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4762656 nChanged 101
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Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4762662 nChanged 91
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Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4762686 nChanged 125
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Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4762686 nChanged 71
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Mstep: Class 1 contains 29444 members 
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	Iteration 78Q: 3 clusters Score -4762688 nChanged 66
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	Iteration 79Q: 3 clusters Score -4762697 nChanged 56
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Mstep: Class 1 contains 29566 members 
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	Iteration 80F: 3 clusters Score -4762696 nChanged 90
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Mstep: Class 1 contains 29656 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4762680 nChanged 91
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Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 56357 members 
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	Iteration 82Q: 3 clusters Score -4762669 nChanged 63
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Mstep: Class 1 contains 29810 members 
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Mstep: Class 1 contains 29856 members 
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	Iteration 84Q: 3 clusters Score -4762675 nChanged 64
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Mstep: Class 1 contains 29920 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4762679 nChanged 63
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Mstep: Class 1 contains 29983 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4762670 nChanged 50
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Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 56071 members 
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	Iteration 87Q: 3 clusters Score -4762675 nChanged 57
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Mstep: Class 1 contains 30090 members 
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	Iteration 88Q: 3 clusters Score -4762674 nChanged 59
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Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 55955 members 
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	Iteration 89Q: 3 clusters Score -4762672 nChanged 35
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Mstep: Class 1 contains 30184 members 
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	Iteration 90Q: 3 clusters Score -4762670 nChanged 70
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Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4762683 nChanged 77
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Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 55773 members 
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	Iteration 92Q: 3 clusters Score -4762670 nChanged 36
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Mstep: Class 1 contains 30365 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4762682 nChanged 48
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Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4762680 nChanged 64
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Mstep: Class 1 contains 30477 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4762684 nChanged 51
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Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4762690 nChanged 66
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Mstep: Class 1 contains 30594 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4762706 nChanged 57
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Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4762704 nChanged 70
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Mstep: Class 1 contains 30721 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4762702 nChanged 47
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Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4762699 nChanged 52
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Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 55284 members 
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	Iteration 101Q: 3 clusters Score -4762705 nChanged 59
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Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4762706 nChanged 48
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Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4762715 nChanged 46
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Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4762718 nChanged 32
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Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4762718 nChanged 32
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Mstep: Class 1 contains 31037 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4762710 nChanged 9
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Mstep: Class 1 contains 31044 members 
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	Iteration 107Q: 3 clusters Score -4762708 nChanged 12
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	Iteration 108Q: 3 clusters Score -4762708 nChanged 10
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Mstep: Class 1 contains 31066 members 
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	Iteration 109Q: 3 clusters Score -4762710 nChanged 4
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Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4762706 nChanged 3
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Mstep: Class 1 contains 31073 members 
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	Iteration 111Q: 3 clusters Score -4762704 nChanged 5
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Mstep: Class 1 contains 31078 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4762708 nChanged 5
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Mstep: Class 1 contains 31077 members 
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	Iteration 113Q: 3 clusters Score -4762709 nChanged 4
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Mstep: Class 1 contains 31081 members 
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	Iteration 114Q: 3 clusters Score -4762710 nChanged 3
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4762712 nChanged 4
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4762708 nChanged 7
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4762708 nChanged 7
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4762704 nChanged 4
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4762714 nChanged 7
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Mstep: Class 1 contains 31113 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4762710 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31114 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4762706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -4762705.500000 Penalty: 1034.061279
	Iteration 122Q: 3 clusters Score -4762706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -4762707.000000 Penalty: 1034.061279
	Iteration 123Q: 3 clusters Score -4762707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -4762708.500000 Penalty: 1034.061279
	Iteration 124Q: 3 clusters Score -4762708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -4762704.000000 Penalty: 1034.061279
	Iteration 125Q: 3 clusters Score -4762704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -4762705.500000 Penalty: 1034.061279
	Iteration 126Q: 3 clusters Score -4762706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -4762705.500000 Penalty: 1034.061279
	Iteration 127F: 3 clusters Score -4762706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -90533.492188 Penalty: 342.441132
	Iteration 0F: 2 clusters Score -90533.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -89150.375000 Penalty: 684.882263
	Iteration 0F: 3 clusters Score -89150.38 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -89595.835938 Penalty: 684.882263
	Iteration 1F: 3 clusters Score -89595.84 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -89657.906250 Penalty: 684.882263
	Iteration 2F: 3 clusters Score -89657.91 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -89715.179688 Penalty: 684.882263
	Iteration 3F: 3 clusters Score -89715.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -89756.343750 Penalty: 684.882263
	Iteration 4Q: 3 clusters Score -89756.34 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -89794.789062 Penalty: 684.882263
	Iteration 5Q: 3 clusters Score -89794.79 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -89860.429688 Penalty: 684.882263
	Iteration 6Q: 3 clusters Score -89860.43 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -89931.281250 Penalty: 684.882263
	Iteration 7F: 3 clusters Score -89931.28 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -89993.140625 Penalty: 684.882263
	Iteration 8F: 3 clusters Score -89993.14 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -90052.890625 Penalty: 684.882263
	Iteration 9Q: 3 clusters Score -90052.89 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -90132.726562 Penalty: 684.882263
	Iteration 10Q: 3 clusters Score -90132.73 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -90215.320312 Penalty: 684.882263
	Iteration 11Q: 3 clusters Score -90215.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -90266.367188 Penalty: 684.882263
	Iteration 12Q: 3 clusters Score -90266.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -90290.109375 Penalty: 684.882263
	Iteration 13Q: 3 clusters Score -90290.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90299.656250 Penalty: 684.882263
	Iteration 14Q: 3 clusters Score -90299.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -90310.226562 Penalty: 684.882263
	Iteration 15Q: 3 clusters Score -90310.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90314.843750 Penalty: 684.882263
	Iteration 16Q: 3 clusters Score -90314.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90317.992188 Penalty: 684.882263
	Iteration 17Q: 3 clusters Score -90317.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90319.843750 Penalty: 684.882263
	Iteration 18Q: 3 clusters Score -90319.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90323.156250 Penalty: 684.882263
	Iteration 19Q: 3 clusters Score -90323.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -90325.414062 Penalty: 684.882263
	Iteration 20F: 3 clusters Score -90325.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -90326.718750 Penalty: 684.882263
	Iteration 21Q: 3 clusters Score -90326.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -90327.804688 Penalty: 684.882263
	Iteration 22Q: 3 clusters Score -90327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -90329.078125 Penalty: 684.882263
	Iteration 23Q: 3 clusters Score -90329.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -90329.742188 Penalty: 684.882263
	Iteration 24Q: 3 clusters Score -90329.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -90330.140625 Penalty: 684.882263
	Iteration 25Q: 3 clusters Score -90330.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -90330.140625 Penalty: 684.882263
	Iteration 26F: 3 clusters Score -90330.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (165471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Entering Unmasked Estep 
Score: -8482796.000000 Penalty: 546.753052
	Iteration 0F: 2 clusters Score -8482796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -8373503.000000 Penalty: 1093.506104
	Iteration 0F: 3 clusters Score -8373503 nChanged 81593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
Score: -8424318.000000 Penalty: 1093.506104
	Iteration 1F: 3 clusters Score -8424318 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 97957 members 
Entering Unmasked Estep 
Score: -8427223.000000 Penalty: 1093.506104
	Iteration 2Q: 3 clusters Score -8427223 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
Score: -8432405.000000 Penalty: 1093.506104
	Iteration 3F: 3 clusters Score -8432405 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 117965 members 
Entering Unmasked Estep 
Score: -8440670.000000 Penalty: 1093.506104
	Iteration 4F: 3 clusters Score -8440670 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 131178 members 
Entering Unmasked Estep 
Score: -8452328.000000 Penalty: 1093.506104
	Iteration 5F: 3 clusters Score -8452328 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 143711 members 
Entering Unmasked Estep 
Score: -8464616.000000 Penalty: 1093.506104
	Iteration 6F: 3 clusters Score -8464616 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 152891 members 
Entering Unmasked Estep 
Score: -8473351.000000 Penalty: 1093.506104
	Iteration 7F: 3 clusters Score -8473351 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 157981 members 
Entering Unmasked Estep 
Score: -8477643.000000 Penalty: 1093.506104
	Iteration 8Q: 3 clusters Score -8477643 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 160541 members 
Entering Unmasked Estep 
Score: -8479607.000000 Penalty: 1093.506104
	Iteration 9Q: 3 clusters Score -8479607 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 161970 members 
Entering Unmasked Estep 
Score: -8480597.000000 Penalty: 1093.506104
	Iteration 10Q: 3 clusters Score -8480597 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 162856 members 
Entering Unmasked Estep 
Score: -8481178.000000 Penalty: 1093.506104
	Iteration 11Q: 3 clusters Score -8481178 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 163461 members 
Entering Unmasked Estep 
Score: -8481576.000000 Penalty: 1093.506104
	Iteration 12Q: 3 clusters Score -8481576 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 163856 members 
Entering Unmasked Estep 
Score: -8481808.000000 Penalty: 1093.506104
	Iteration 13Q: 3 clusters Score -8481808 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 164134 members 
Entering Unmasked Estep 
Score: -8481944.000000 Penalty: 1093.506104
	Iteration 14Q: 3 clusters Score -8481944 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 164341 members 
Entering Unmasked Estep 
Score: -8482066.000000 Penalty: 1093.506104
	Iteration 15Q: 3 clusters Score -8482066 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 164483 members 
Entering Unmasked Estep 
Score: -8482111.000000 Penalty: 1093.506104
	Iteration 16Q: 3 clusters Score -8482111 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 164581 members 
Entering Unmasked Estep 
Score: -8482157.000000 Penalty: 1093.506104
	Iteration 17Q: 3 clusters Score -8482157 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 164644 members 
Entering Unmasked Estep 
Score: -8482182.000000 Penalty: 1093.506104
	Iteration 18Q: 3 clusters Score -8482182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 164696 members 
Entering Unmasked Estep 
Score: -8482217.000000 Penalty: 1093.506104
	Iteration 19Q: 3 clusters Score -8482217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 164751 members 
Entering Unmasked Estep 
Score: -8482245.000000 Penalty: 1093.506104
	Iteration 20F: 3 clusters Score -8482245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 164798 members 
Entering Unmasked Estep 
Score: -8482261.000000 Penalty: 1093.506104
	Iteration 21Q: 3 clusters Score -8482261 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 164835 members 
Entering Unmasked Estep 
Score: -8482286.000000 Penalty: 1093.506104
	Iteration 22Q: 3 clusters Score -8482286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 164865 members 
Entering Unmasked Estep 
Score: -8482305.000000 Penalty: 1093.506104
	Iteration 23Q: 3 clusters Score -8482305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 164889 members 
Entering Unmasked Estep 
Score: -8482316.000000 Penalty: 1093.506104
	Iteration 24Q: 3 clusters Score -8482316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 164902 members 
Entering Unmasked Estep 
Score: -8482326.000000 Penalty: 1093.506104
	Iteration 25Q: 3 clusters Score -8482326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -8482336.000000 Penalty: 1093.506104
	Iteration 26Q: 3 clusters Score -8482336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 164922 members 
Entering Unmasked Estep 
Score: -8482351.000000 Penalty: 1093.506104
	Iteration 27Q: 3 clusters Score -8482351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 164941 members 
Entering Unmasked Estep 
Score: -8482353.000000 Penalty: 1093.506104
	Iteration 28Q: 3 clusters Score -8482353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 164956 members 
Entering Unmasked Estep 
Score: -8482361.000000 Penalty: 1093.506104
	Iteration 29Q: 3 clusters Score -8482361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 164975 members 
Entering Unmasked Estep 
Score: -8482361.000000 Penalty: 1093.506104
	Iteration 30Q: 3 clusters Score -8482361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 164991 members 
Entering Unmasked Estep 
Score: -8482365.000000 Penalty: 1093.506104
	Iteration 31Q: 3 clusters Score -8482365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -8482368.000000 Penalty: 1093.506104
	Iteration 32Q: 3 clusters Score -8482368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -8482365.000000 Penalty: 1093.506104
	Iteration 33Q: 3 clusters Score -8482365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 165010 members 
Entering Unmasked Estep 
Score: -8482369.000000 Penalty: 1093.506104
	Iteration 34Q: 3 clusters Score -8482369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 165014 members 
Entering Unmasked Estep 
Score: -8482371.000000 Penalty: 1093.506104
	Iteration 35Q: 3 clusters Score -8482371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 165021 members 
Entering Unmasked Estep 
Score: -8482373.000000 Penalty: 1093.506104
	Iteration 36Q: 3 clusters Score -8482373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 165028 members 
Entering Unmasked Estep 
Score: -8482366.000000 Penalty: 1093.506104
	Iteration 37Q: 3 clusters Score -8482366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 165035 members 
Entering Unmasked Estep 
Score: -8482366.000000 Penalty: 1093.506104
	Iteration 38Q: 3 clusters Score -8482366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 165042 members 
Entering Unmasked Estep 
Score: -8482369.000000 Penalty: 1093.506104
	Iteration 39Q: 3 clusters Score -8482369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 165045 members 
Entering Unmasked Estep 
Score: -8482381.000000 Penalty: 1093.506104
	Iteration 40F: 3 clusters Score -8482381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 165048 members 
Entering Unmasked Estep 
Score: -8482382.000000 Penalty: 1093.506104
	Iteration 41Q: 3 clusters Score -8482382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 165050 members 
Entering Unmasked Estep 
Score: -8482384.000000 Penalty: 1093.506104
	Iteration 42Q: 3 clusters Score -8482384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -8482385.000000 Penalty: 1093.506104
	Iteration 43Q: 3 clusters Score -8482385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 165053 members 
Entering Unmasked Estep 
Score: -8482386.000000 Penalty: 1093.506104
	Iteration 44Q: 3 clusters Score -8482386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 165056 members 
Entering Unmasked Estep 
Score: -8482385.000000 Penalty: 1093.506104
	Iteration 45Q: 3 clusters Score -8482385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -8482393.000000 Penalty: 1093.506104
	Iteration 46Q: 3 clusters Score -8482393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -8482393.000000 Penalty: 1093.506104
	Iteration 47Q: 3 clusters Score -8482393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -8482394.000000 Penalty: 1093.506104
	Iteration 48Q: 3 clusters Score -8482394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 165060 members 
Entering Unmasked Estep 
Score: -8482393.000000 Penalty: 1093.506104
	Iteration 49Q: 3 clusters Score -8482393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -8482397.000000 Penalty: 1093.506104
	Iteration 50Q: 3 clusters Score -8482397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 165062 members 
Entering Unmasked Estep 
Score: -8482397.000000 Penalty: 1093.506104
	Iteration 51Q: 3 clusters Score -8482397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 165062 members 
Entering Unmasked Estep 
Score: -8482397.000000 Penalty: 1093.506104
	Iteration 52F: 3 clusters Score -8482397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (120261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Entering Unmasked Estep 
Score: -6485438.500000 Penalty: 532.232605
	Iteration 0F: 2 clusters Score -6485438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -6405551.000000 Penalty: 1064.465210
	Iteration 0F: 3 clusters Score -6405551 nChanged 59020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -6443568.500000 Penalty: 1064.465210
	Iteration 1F: 3 clusters Score -6443568 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -6446879.000000 Penalty: 1064.465210
	Iteration 2F: 3 clusters Score -6446879 nChanged 7893
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Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -6452264 nChanged 9156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -6460635 nChanged 9434
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Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -6469012 nChanged 7569
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Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6473613 nChanged 4556
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Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6475336 nChanged 2813
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Mstep: Class 1 contains 65661 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6476334 nChanged 2208
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Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6477126 nChanged 1970
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Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6477784 nChanged 1847
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6478394 nChanged 1782
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Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6478918 nChanged 1676
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Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6479423 nChanged 1420
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Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6479749 nChanged 1247
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Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6480088 nChanged 1119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6480304 nChanged 947
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Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6480451 nChanged 844
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6480601 nChanged 733
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Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6480663 nChanged 628
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Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6480736 nChanged 499
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Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6480794 nChanged 489
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Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6480844 nChanged 431
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Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6480867 nChanged 395
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Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6480891 nChanged 377
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Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6480924 nChanged 335
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Mstep: Class 2 contains 47327 members 
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	Iteration 26Q: 3 clusters Score -6480984 nChanged 301
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Mstep: Class 1 contains 73233 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6480986 nChanged 252
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Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6480998 nChanged 242
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Mstep: Class 1 contains 73725 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6481026 nChanged 257
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Mstep: Class 2 contains 46283 members 
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	Iteration 30Q: 3 clusters Score -6481042 nChanged 221
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Mstep: Class 1 contains 74197 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6481050 nChanged 251
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Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6481056 nChanged 257
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Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 45556 members 
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	Iteration 33Q: 3 clusters Score -6481094 nChanged 296
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Mstep: Class 1 contains 75001 members 
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	Iteration 34Q: 3 clusters Score -6481155 nChanged 327
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	Iteration 35Q: 3 clusters Score -6481188 nChanged 351
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Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 44582 members 
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	Iteration 36Q: 3 clusters Score -6481205 nChanged 393
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Mstep: Class 2 contains 44189 members 
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	Iteration 37Q: 3 clusters Score -6481242 nChanged 415
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Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6481294 nChanged 431
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Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6481350 nChanged 439
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Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6481387 nChanged 530
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Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 42374 members 
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	Iteration 41Q: 3 clusters Score -6481408 nChanged 618
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Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 41756 members 
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	Iteration 42Q: 3 clusters Score -6481476 nChanged 635
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Mstep: Class 1 contains 79140 members 
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	Iteration 43Q: 3 clusters Score -6481510 nChanged 674
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Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 40447 members 
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	Iteration 44Q: 3 clusters Score -6481545 nChanged 689
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Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 39758 members 
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	Iteration 45Q: 3 clusters Score -6481570 nChanged 749
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Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 39009 members 
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	Iteration 46Q: 3 clusters Score -6481600 nChanged 805
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Mstep: Class 1 contains 82057 members 
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	Iteration 47Q: 3 clusters Score -6481656 nChanged 800
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Mstep: Class 1 contains 82857 members 
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	Iteration 48Q: 3 clusters Score -6481759 nChanged 801
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Mstep: Class 1 contains 83658 members 
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	Iteration 49Q: 3 clusters Score -6481810 nChanged 887
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Mstep: Class 2 contains 35716 members 
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	Iteration 50Q: 3 clusters Score -6481891 nChanged 782
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Mstep: Class 1 contains 85327 members 
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	Iteration 51Q: 3 clusters Score -6481936 nChanged 743
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Mstep: Class 1 contains 86070 members 
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	Iteration 52Q: 3 clusters Score -6481982 nChanged 740
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	Iteration 53Q: 3 clusters Score -6482043 nChanged 747
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	Iteration 54Q: 3 clusters Score -6482068 nChanged 746
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	Iteration 55Q: 3 clusters Score -6482098 nChanged 729
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	Iteration 56Q: 3 clusters Score -6482110 nChanged 775
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	Iteration 57Q: 3 clusters Score -6482163 nChanged 815
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Mstep: Class 1 contains 90622 members 
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	Iteration 58Q: 3 clusters Score -6482250 nChanged 909
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	Iteration 59Q: 3 clusters Score -6482336 nChanged 939
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Mstep: Class 1 contains 92470 members 
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	Iteration 60F: 3 clusters Score -6482413 nChanged 916
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Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 26875 members 
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	Iteration 61Q: 3 clusters Score -6482465 nChanged 870
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Mstep: Class 1 contains 94256 members 
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	Iteration 62Q: 3 clusters Score -6482554 nChanged 842
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Mstep: Class 1 contains 95098 members 
Mstep: Class 2 contains 25163 members 
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	Iteration 63Q: 3 clusters Score -6482651 nChanged 756
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Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 24407 members 
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	Iteration 64Q: 3 clusters Score -6482694 nChanged 693
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Mstep: Class 1 contains 96547 members 
Mstep: Class 2 contains 23714 members 
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	Iteration 65Q: 3 clusters Score -6482711 nChanged 665
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Mstep: Class 1 contains 97212 members 
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	Iteration 66Q: 3 clusters Score -6482726 nChanged 657
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Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 22392 members 
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	Iteration 67Q: 3 clusters Score -6482772 nChanged 641
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Mstep: Class 2 contains 21751 members 
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	Iteration 68Q: 3 clusters Score -6482808 nChanged 639
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Mstep: Class 1 contains 99149 members 
Mstep: Class 2 contains 21112 members 
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	Iteration 69Q: 3 clusters Score -6482872 nChanged 601
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	Iteration 70Q: 3 clusters Score -6482889 nChanged 601
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	Iteration 71Q: 3 clusters Score -6482961 nChanged 572
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	Iteration 72Q: 3 clusters Score -6483006 nChanged 561
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	Iteration 73Q: 3 clusters Score -6483084 nChanged 556
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	Iteration 74Q: 3 clusters Score -6483128 nChanged 540
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	Iteration 75Q: 3 clusters Score -6483186 nChanged 505
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	Iteration 76Q: 3 clusters Score -6483232 nChanged 460
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Mstep: Class 2 contains 16716 members 
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	Iteration 77Q: 3 clusters Score -6483257 nChanged 456
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	Iteration 78Q: 3 clusters Score -6483297 nChanged 476
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	Iteration 79Q: 3 clusters Score -6483316 nChanged 457
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	Iteration 80F: 3 clusters Score -6483401 nChanged 477
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	Iteration 81Q: 3 clusters Score -6483459 nChanged 450
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	Iteration 82Q: 3 clusters Score -6483491 nChanged 449
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	Iteration 83Q: 3 clusters Score -6483545 nChanged 449
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	Iteration 84Q: 3 clusters Score -6483594 nChanged 434
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	Iteration 85Q: 3 clusters Score -6483686 nChanged 413
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	Iteration 86Q: 3 clusters Score -6483712 nChanged 394
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	Iteration 87Q: 3 clusters Score -6483794 nChanged 389
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Mstep: Class 2 contains 11872 members 
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	Iteration 88Q: 3 clusters Score -6483840 nChanged 413
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	Iteration 89Q: 3 clusters Score -6483910 nChanged 392
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	Iteration 90Q: 3 clusters Score -6483968 nChanged 396
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	Iteration 91Q: 3 clusters Score -6484012 nChanged 385
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Mstep: Class 2 contains 10286 members 
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	Iteration 92Q: 3 clusters Score -6484091 nChanged 369
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	Iteration 93Q: 3 clusters Score -6484112 nChanged 354
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Mstep: Class 2 contains 9563 members 
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	Iteration 94Q: 3 clusters Score -6484178 nChanged 341
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	Iteration 95Q: 3 clusters Score -6484219 nChanged 315
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Mstep: Class 1 contains 111354 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6484290 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 111704 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6484352 nChanged 339
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Mstep: Class 1 contains 112043 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6484388 nChanged 356
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Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6484424 nChanged 329
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Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6484472 nChanged 332
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Mstep: Class 1 contains 113060 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6484505 nChanged 343
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Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6484592 nChanged 345
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Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6484642 nChanged 321
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Mstep: Class 1 contains 114069 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6484686 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114368 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6484748 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6484792 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114878 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -6484828.000000 Penalty: 1064.465210
	Iteration 107Q: 3 clusters Score -6484828 nChanged 224
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Mstep: Class 1 contains 115102 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6484854 nChanged 217
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Mstep: Class 1 contains 115319 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6484895 nChanged 210
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Mstep: Class 1 contains 115529 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6484928 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6484941 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115922 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6484983 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116129 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6485058 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6485078 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116446 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6485105 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6485128 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116726 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -6485154.500000 Penalty: 1064.465210
	Iteration 117Q: 3 clusters Score -6485154 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116856 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6485152.000000 Penalty: 1064.465210
	Iteration 118Q: 3 clusters Score -6485152 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 116956 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6485167.500000 Penalty: 1064.465210
	Iteration 119Q: 3 clusters Score -6485168 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117046 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -6485178.000000 Penalty: 1064.465210
	Iteration 120F: 3 clusters Score -6485178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117138 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6485185.000000 Penalty: 1064.465210
	Iteration 121Q: 3 clusters Score -6485185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117208 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6485192.500000 Penalty: 1064.465210
	Iteration 122Q: 3 clusters Score -6485192 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6485210.000000 Penalty: 1064.465210
	Iteration 123Q: 3 clusters Score -6485210 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -6485224.000000 Penalty: 1064.465210
	Iteration 124Q: 3 clusters Score -6485224 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117416 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -6485231.500000 Penalty: 1064.465210
	Iteration 125Q: 3 clusters Score -6485232 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117495 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6485257 nChanged 67
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Mstep: Class 1 contains 117560 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6485276 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117632 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6485278 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117700 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6485303.000000 Penalty: 1064.465210
	Iteration 129Q: 3 clusters Score -6485303 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117757 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -6485317.500000 Penalty: 1064.465210
	Iteration 130Q: 3 clusters Score -6485318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117807 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6485306.500000 Penalty: 1064.465210
	Iteration 131Q: 3 clusters Score -6485306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117865 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -6485322.000000 Penalty: 1064.465210
	Iteration 132Q: 3 clusters Score -6485322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117920 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6485338.500000 Penalty: 1064.465210
	Iteration 133Q: 3 clusters Score -6485338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117969 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6485334.000000 Penalty: 1064.465210
	Iteration 134Q: 3 clusters Score -6485334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118008 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6485340.500000 Penalty: 1064.465210
	Iteration 135Q: 3 clusters Score -6485340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118047 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6485348.000000 Penalty: 1064.465210
	Iteration 136Q: 3 clusters Score -6485348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118078 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6485355.000000 Penalty: 1064.465210
	Iteration 137Q: 3 clusters Score -6485355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118102 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6485356.000000 Penalty: 1064.465210
	Iteration 138Q: 3 clusters Score -6485356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118124 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6485361.000000 Penalty: 1064.465210
	Iteration 139Q: 3 clusters Score -6485361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118143 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6485363.500000 Penalty: 1064.465210
	Iteration 140F: 3 clusters Score -6485364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118160 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6485361.000000 Penalty: 1064.465210
	Iteration 141Q: 3 clusters Score -6485361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118184 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6485376.000000 Penalty: 1064.465210
	Iteration 142Q: 3 clusters Score -6485376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118205 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6485381.500000 Penalty: 1064.465210
	Iteration 143Q: 3 clusters Score -6485382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118220 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6485384.000000 Penalty: 1064.465210
	Iteration 144Q: 3 clusters Score -6485384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118246 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6485387.000000 Penalty: 1064.465210
	Iteration 145Q: 3 clusters Score -6485387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118274 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6485393.500000 Penalty: 1064.465210
	Iteration 146Q: 3 clusters Score -6485394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118296 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6485396.000000 Penalty: 1064.465210
	Iteration 147Q: 3 clusters Score -6485396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118314 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -6485396.500000 Penalty: 1064.465210
	Iteration 148Q: 3 clusters Score -6485396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118331 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6485396.000000 Penalty: 1064.465210
	Iteration 149Q: 3 clusters Score -6485396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118345 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6485401.000000 Penalty: 1064.465210
	Iteration 150Q: 3 clusters Score -6485401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118361 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6485391.500000 Penalty: 1064.465210
	Iteration 151Q: 3 clusters Score -6485392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118374 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6485392 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118384 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6485388.000000 Penalty: 1064.465210
	Iteration 153Q: 3 clusters Score -6485388 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118389 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6485387.500000 Penalty: 1064.465210
	Iteration 154Q: 3 clusters Score -6485388 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118396 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6485387 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118405 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6485387.500000 Penalty: 1064.465210
	Iteration 156Q: 3 clusters Score -6485388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118414 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6485383.000000 Penalty: 1064.465210
	Iteration 157Q: 3 clusters Score -6485383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118423 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6485388.000000 Penalty: 1064.465210
	Iteration 158Q: 3 clusters Score -6485388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118428 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6485393.500000 Penalty: 1064.465210
	Iteration 159Q: 3 clusters Score -6485394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6485397.000000 Penalty: 1064.465210
	Iteration 160F: 3 clusters Score -6485397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118441 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6485393.500000 Penalty: 1064.465210
	Iteration 161Q: 3 clusters Score -6485394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118449 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6485393.500000 Penalty: 1064.465210
	Iteration 162Q: 3 clusters Score -6485394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118460 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6485392.500000 Penalty: 1064.465210
	Iteration 163Q: 3 clusters Score -6485392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118470 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6485392.500000 Penalty: 1064.465210
	Iteration 164Q: 3 clusters Score -6485392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118476 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6485386.000000 Penalty: 1064.465210
	Iteration 165Q: 3 clusters Score -6485386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118480 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6485383.500000 Penalty: 1064.465210
	Iteration 166Q: 3 clusters Score -6485384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118485 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6485385.000000 Penalty: 1064.465210
	Iteration 167Q: 3 clusters Score -6485385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118492 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6485380.500000 Penalty: 1064.465210
	Iteration 168Q: 3 clusters Score -6485380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118500 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6485377.000000 Penalty: 1064.465210
	Iteration 169Q: 3 clusters Score -6485377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118509 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6485375.500000 Penalty: 1064.465210
	Iteration 170Q: 3 clusters Score -6485376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118513 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6485377.500000 Penalty: 1064.465210
	Iteration 171Q: 3 clusters Score -6485378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118521 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6485374.000000 Penalty: 1064.465210
	Iteration 172Q: 3 clusters Score -6485374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118527 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6485374.000000 Penalty: 1064.465210
	Iteration 173Q: 3 clusters Score -6485374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118532 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6485371.000000 Penalty: 1064.465210
	Iteration 174Q: 3 clusters Score -6485371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118535 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6485370.500000 Penalty: 1064.465210
	Iteration 175Q: 3 clusters Score -6485370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118537 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6485371.000000 Penalty: 1064.465210
	Iteration 176Q: 3 clusters Score -6485371 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118537 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6485371.500000 Penalty: 1064.465210
	Iteration 177Q: 3 clusters Score -6485372 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118538 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6485371.500000 Penalty: 1064.465210
	Iteration 178Q: 3 clusters Score -6485372 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118539 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6485374 nChanged 0
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Mstep: Class 1 contains 118539 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6485373.500000 Penalty: 1064.465210
	Iteration 180F: 3 clusters Score -6485374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (77886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77886 members 
Entering Unmasked Estep 
Score: -4228681.000000 Penalty: 512.466553
	Iteration 0F: 2 clusters Score -4228681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -4176094.500000 Penalty: 1024.933105
	Iteration 0F: 3 clusters Score -4176094 nChanged 38088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4200219 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4202634 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -4206385.500000 Penalty: 1024.933105
	Iteration 3F: 3 clusters Score -4206386 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4211429.000000 Penalty: 1024.933105
	Iteration 4F: 3 clusters Score -4211429 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4216584.000000 Penalty: 1024.933105
	Iteration 5F: 3 clusters Score -4216584 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4220615.500000 Penalty: 1024.933105
	Iteration 6F: 3 clusters Score -4220616 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4223025.000000 Penalty: 1024.933105
	Iteration 7Q: 3 clusters Score -4223025 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4224569.500000 Penalty: 1024.933105
	Iteration 8Q: 3 clusters Score -4224570 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -4225686.500000 Penalty: 1024.933105
	Iteration 9Q: 3 clusters Score -4225686 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -4226482.000000 Penalty: 1024.933105
	Iteration 10Q: 3 clusters Score -4226482 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -4227015.500000 Penalty: 1024.933105
	Iteration 11Q: 3 clusters Score -4227016 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4227360.000000 Penalty: 1024.933105
	Iteration 12Q: 3 clusters Score -4227360 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -4227606.000000 Penalty: 1024.933105
	Iteration 13Q: 3 clusters Score -4227606 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -4227751.500000 Penalty: 1024.933105
	Iteration 14Q: 3 clusters Score -4227752 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -4227851.000000 Penalty: 1024.933105
	Iteration 15Q: 3 clusters Score -4227851 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4227905.000000 Penalty: 1024.933105
	Iteration 16Q: 3 clusters Score -4227905 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -4227945.500000 Penalty: 1024.933105
	Iteration 17Q: 3 clusters Score -4227946 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4227951.000000 Penalty: 1024.933105
	Iteration 18Q: 3 clusters Score -4227951 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -4227953.500000 Penalty: 1024.933105
	Iteration 19Q: 3 clusters Score -4227954 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62039 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4228056.500000 Penalty: 1024.933105
	Iteration 20F: 3 clusters Score -4228056 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -4228085.500000 Penalty: 1024.933105
	Iteration 21Q: 3 clusters Score -4228086 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4228121.000000 Penalty: 1024.933105
	Iteration 22Q: 3 clusters Score -4228121 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4228117.500000 Penalty: 1024.933105
	Iteration 23Q: 3 clusters Score -4228118 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -4228136.000000 Penalty: 1024.933105
	Iteration 24Q: 3 clusters Score -4228136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61934 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4228147.000000 Penalty: 1024.933105
	Iteration 25Q: 3 clusters Score -4228147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4228155.500000 Penalty: 1024.933105
	Iteration 26Q: 3 clusters Score -4228156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4228167.000000 Penalty: 1024.933105
	Iteration 27Q: 3 clusters Score -4228167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -4228176.500000 Penalty: 1024.933105
	Iteration 28Q: 3 clusters Score -4228176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4228180.500000 Penalty: 1024.933105
	Iteration 29Q: 3 clusters Score -4228180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -4228192.000000 Penalty: 1024.933105
	Iteration 30Q: 3 clusters Score -4228192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -4228187.000000 Penalty: 1024.933105
	Iteration 31Q: 3 clusters Score -4228187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -4228192.000000 Penalty: 1024.933105
	Iteration 32Q: 3 clusters Score -4228192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61866 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -4228189.000000 Penalty: 1024.933105
	Iteration 33Q: 3 clusters Score -4228189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4228194.000000 Penalty: 1024.933105
	Iteration 34Q: 3 clusters Score -4228194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4228200.000000 Penalty: 1024.933105
	Iteration 35Q: 3 clusters Score -4228200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -4228194.500000 Penalty: 1024.933105
	Iteration 36Q: 3 clusters Score -4228194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4228194.500000 Penalty: 1024.933105
	Iteration 37Q: 3 clusters Score -4228194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4228196.500000 Penalty: 1024.933105
	Iteration 38Q: 3 clusters Score -4228196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4228196.500000 Penalty: 1024.933105
	Iteration 39F: 3 clusters Score -4228196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -76968.578125 Penalty: 330.830872
	Iteration 0F: 2 clusters Score -76968.58 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 702 members 
Entering Unmasked Estep 
Score: -75870.671875 Penalty: 661.661743
	Iteration 0F: 3 clusters Score -75870.67 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -76164.617188 Penalty: 661.661743
	Iteration 1F: 3 clusters Score -76164.62 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -76243.890625 Penalty: 661.661743
	Iteration 2F: 3 clusters Score -76243.89 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -76357.187500 Penalty: 661.661743
	Iteration 3F: 3 clusters Score -76357.19 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -76457.304688 Penalty: 661.661743
	Iteration 4F: 3 clusters Score -76457.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -76539.375000 Penalty: 661.661743
	Iteration 5F: 3 clusters Score -76539.38 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -76606.218750 Penalty: 661.661743
	Iteration 6F: 3 clusters Score -76606.22 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -76667.976562 Penalty: 661.661743
	Iteration 7F: 3 clusters Score -76667.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -76720.882812 Penalty: 661.661743
	Iteration 8Q: 3 clusters Score -76720.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -76770.023438 Penalty: 661.661743
	Iteration 9Q: 3 clusters Score -76770.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -76796.757812 Penalty: 661.661743
	Iteration 10Q: 3 clusters Score -76796.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -76803.976562 Penalty: 661.661743
	Iteration 11Q: 3 clusters Score -76803.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -76810.328125 Penalty: 661.661743
	Iteration 12Q: 3 clusters Score -76810.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -76813.210938 Penalty: 661.661743
	Iteration 13Q: 3 clusters Score -76813.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -76814.257812 Penalty: 661.661743
	Iteration 14Q: 3 clusters Score -76814.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -76815.585938 Penalty: 661.661743
	Iteration 15Q: 3 clusters Score -76815.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -76815.898438 Penalty: 661.661743
	Iteration 16Q: 3 clusters Score -76815.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -76815.898438 Penalty: 661.661743
	Iteration 17F: 3 clusters Score -76815.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Entering Unmasked Estep 
Score: -1723810.875000 Penalty: 474.534943
	Iteration 0F: 2 clusters Score -1723811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1701226.250000 Penalty: 949.069885
	Iteration 0F: 3 clusters Score -1701226 nChanged 16237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1711131.125000 Penalty: 949.069885
	Iteration 1F: 3 clusters Score -1711131 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1711735.500000 Penalty: 949.069885
	Iteration 2Q: 3 clusters Score -1711736 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1712517.250000 Penalty: 949.069885
	Iteration 3Q: 3 clusters Score -1712517 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1713522.375000 Penalty: 949.069885
	Iteration 4F: 3 clusters Score -1713522 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1714742.125000 Penalty: 949.069885
	Iteration 5F: 3 clusters Score -1714742 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1716015.250000 Penalty: 949.069885
	Iteration 6F: 3 clusters Score -1716015 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1717091.625000 Penalty: 949.069885
	Iteration 7F: 3 clusters Score -1717092 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1717703.625000 Penalty: 949.069885
	Iteration 8Q: 3 clusters Score -1717704 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1718026.875000 Penalty: 949.069885
	Iteration 9Q: 3 clusters Score -1718027 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1718264.625000 Penalty: 949.069885
	Iteration 10Q: 3 clusters Score -1718265 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1718537.625000 Penalty: 949.069885
	Iteration 11Q: 3 clusters Score -1718538 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1718970.125000 Penalty: 949.069885
	Iteration 12Q: 3 clusters Score -1718970 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1719595.750000 Penalty: 949.069885
	Iteration 13Q: 3 clusters Score -1719596 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1720460.875000 Penalty: 949.069885
	Iteration 14Q: 3 clusters Score -1720461 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1721434.000000 Penalty: 949.069885
	Iteration 15Q: 3 clusters Score -1721434 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1722211.250000 Penalty: 949.069885
	Iteration 16Q: 3 clusters Score -1722211 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1722722.750000 Penalty: 949.069885
	Iteration 17Q: 3 clusters Score -1722723 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1723006.000000 Penalty: 949.069885
	Iteration 18Q: 3 clusters Score -1723006 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1723170.000000 Penalty: 949.069885
	Iteration 19Q: 3 clusters Score -1723170 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1723246.875000 Penalty: 949.069885
	Iteration 20F: 3 clusters Score -1723247 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1723284.125000 Penalty: 949.069885
	Iteration 21Q: 3 clusters Score -1723284 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1723310.625000 Penalty: 949.069885
	Iteration 22Q: 3 clusters Score -1723311 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1723330.000000 Penalty: 949.069885
	Iteration 23Q: 3 clusters Score -1723330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1723339.000000 Penalty: 949.069885
	Iteration 24Q: 3 clusters Score -1723339 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1723341.750000 Penalty: 949.069885
	Iteration 25Q: 3 clusters Score -1723342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1723346.500000 Penalty: 949.069885
	Iteration 26Q: 3 clusters Score -1723346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1723350.250000 Penalty: 949.069885
	Iteration 27Q: 3 clusters Score -1723350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1723345.750000 Penalty: 949.069885
	Iteration 28Q: 3 clusters Score -1723346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1723345.875000 Penalty: 949.069885
	Iteration 29Q: 3 clusters Score -1723346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1723347.125000 Penalty: 949.069885
	Iteration 30Q: 3 clusters Score -1723347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1723349.750000 Penalty: 949.069885
	Iteration 31Q: 3 clusters Score -1723350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1723354.000000 Penalty: 949.069885
	Iteration 32Q: 3 clusters Score -1723354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1723360.125000 Penalty: 949.069885
	Iteration 33Q: 3 clusters Score -1723360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1723365.625000 Penalty: 949.069885
	Iteration 34Q: 3 clusters Score -1723366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1723366.375000 Penalty: 949.069885
	Iteration 35Q: 3 clusters Score -1723366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1723370.250000 Penalty: 949.069885
	Iteration 36Q: 3 clusters Score -1723370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1723370.000000 Penalty: 949.069885
	Iteration 37Q: 3 clusters Score -1723370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1723367.625000 Penalty: 949.069885
	Iteration 38Q: 3 clusters Score -1723368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1723372.000000 Penalty: 949.069885
	Iteration 39Q: 3 clusters Score -1723372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1723370.125000 Penalty: 949.069885
	Iteration 40F: 3 clusters Score -1723370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1723372.250000 Penalty: 949.069885
	Iteration 41Q: 3 clusters Score -1723372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1723373.125000 Penalty: 949.069885
	Iteration 42Q: 3 clusters Score -1723373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1723372.875000 Penalty: 949.069885
	Iteration 43Q: 3 clusters Score -1723373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1723370.875000 Penalty: 949.069885
	Iteration 44Q: 3 clusters Score -1723371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1723374.625000 Penalty: 949.069885
	Iteration 45Q: 3 clusters Score -1723375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1723373.750000 Penalty: 949.069885
	Iteration 46Q: 3 clusters Score -1723374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1723375.000000 Penalty: 949.069885
	Iteration 47Q: 3 clusters Score -1723375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1723371.500000 Penalty: 949.069885
	Iteration 48Q: 3 clusters Score -1723372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1723373.875000 Penalty: 949.069885
	Iteration 49Q: 3 clusters Score -1723374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1723374.000000 Penalty: 949.069885
	Iteration 50Q: 3 clusters Score -1723374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1723372.250000 Penalty: 949.069885
	Iteration 51Q: 3 clusters Score -1723372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1723372.875000 Penalty: 949.069885
	Iteration 52Q: 3 clusters Score -1723373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1723375.250000 Penalty: 949.069885
	Iteration 53Q: 3 clusters Score -1723375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1723375.000000 Penalty: 949.069885
	Iteration 54Q: 3 clusters Score -1723375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1723373.125000 Penalty: 949.069885
	Iteration 55Q: 3 clusters Score -1723373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1723372.625000 Penalty: 949.069885
	Iteration 56Q: 3 clusters Score -1723373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1723372.625000 Penalty: 949.069885
	Iteration 57F: 3 clusters Score -1723373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (44359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Entering Unmasked Estep 
Score: -2441173.500000 Penalty: 486.853241
	Iteration 0F: 2 clusters Score -2441174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2411481.250000 Penalty: 973.706482
	Iteration 0F: 3 clusters Score -2411481 nChanged 21486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2424907.000000 Penalty: 973.706482
	Iteration 1F: 3 clusters Score -2424907 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -2425666.250000 Penalty: 973.706482
	Iteration 2Q: 3 clusters Score -2425666 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2426747.000000 Penalty: 973.706482
	Iteration 3F: 3 clusters Score -2426747 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -2428368.250000 Penalty: 973.706482
	Iteration 4F: 3 clusters Score -2428368 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -2430763.250000 Penalty: 973.706482
	Iteration 5F: 3 clusters Score -2430763 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -2433807.250000 Penalty: 973.706482
	Iteration 6F: 3 clusters Score -2433807 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -2436445.000000 Penalty: 973.706482
	Iteration 7Q: 3 clusters Score -2436445 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -2437886.000000 Penalty: 973.706482
	Iteration 8Q: 3 clusters Score -2437886 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -2438543.000000 Penalty: 973.706482
	Iteration 9Q: 3 clusters Score -2438543 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -2438994.250000 Penalty: 973.706482
	Iteration 10Q: 3 clusters Score -2438994 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -2439326.000000 Penalty: 973.706482
	Iteration 11Q: 3 clusters Score -2439326 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -2439590.250000 Penalty: 973.706482
	Iteration 12Q: 3 clusters Score -2439590 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -2439825.500000 Penalty: 973.706482
	Iteration 13Q: 3 clusters Score -2439826 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -2440019.500000 Penalty: 973.706482
	Iteration 14Q: 3 clusters Score -2440020 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -2440209.250000 Penalty: 973.706482
	Iteration 15Q: 3 clusters Score -2440209 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -2440352.750000 Penalty: 973.706482
	Iteration 16Q: 3 clusters Score -2440353 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -2440469.000000 Penalty: 973.706482
	Iteration 17Q: 3 clusters Score -2440469 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -2440579.250000 Penalty: 973.706482
	Iteration 18Q: 3 clusters Score -2440579 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -2440651.000000 Penalty: 973.706482
	Iteration 19Q: 3 clusters Score -2440651 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -2440709.000000 Penalty: 973.706482
	Iteration 20F: 3 clusters Score -2440709 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -2440737.000000 Penalty: 973.706482
	Iteration 21Q: 3 clusters Score -2440737 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -2440758.500000 Penalty: 973.706482
	Iteration 22Q: 3 clusters Score -2440758 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -2440765.000000 Penalty: 973.706482
	Iteration 23Q: 3 clusters Score -2440765 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -2440775.500000 Penalty: 973.706482
	Iteration 24Q: 3 clusters Score -2440776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -2440778.250000 Penalty: 973.706482
	Iteration 25Q: 3 clusters Score -2440778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -2440776.750000 Penalty: 973.706482
	Iteration 26Q: 3 clusters Score -2440777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -2440778.500000 Penalty: 973.706482
	Iteration 27Q: 3 clusters Score -2440778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -2440776.500000 Penalty: 973.706482
	Iteration 28Q: 3 clusters Score -2440776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -2440779.250000 Penalty: 973.706482
	Iteration 29Q: 3 clusters Score -2440779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -2440781.000000 Penalty: 973.706482
	Iteration 30Q: 3 clusters Score -2440781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -2440780.750000 Penalty: 973.706482
	Iteration 31Q: 3 clusters Score -2440781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -2440784.000000 Penalty: 973.706482
	Iteration 32Q: 3 clusters Score -2440784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -2440782.500000 Penalty: 973.706482
	Iteration 33Q: 3 clusters Score -2440782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -2440786.250000 Penalty: 973.706482
	Iteration 34Q: 3 clusters Score -2440786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -2440786.250000 Penalty: 973.706482
	Iteration 35F: 3 clusters Score -2440786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (99 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Entering Unmasked Estep 
Score: -3629.989502 Penalty: 209.077957
	Iteration 0F: 2 clusters Score -3629.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3460.044678 Penalty: 418.155914
	Iteration 0F: 3 clusters Score -3460.045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3521.555908 Penalty: 418.155914
	Iteration 1F: 3 clusters Score -3521.556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3552.051758 Penalty: 418.155914
	Iteration 2F: 3 clusters Score -3552.052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -3563.309082 Penalty: 418.155914
	Iteration 3F: 3 clusters Score -3563.309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -58692.144531 Penalty: 314.890564
	Iteration 0F: 2 clusters Score -58692.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -57852.585938 Penalty: 629.781128
	Iteration 0F: 3 clusters Score -57852.59 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -58086.250000 Penalty: 629.781128
	Iteration 1F: 3 clusters Score -58086.25 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -58137.617188 Penalty: 629.781128
	Iteration 2F: 3 clusters Score -58137.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -58157.808594 Penalty: 629.781128
	Iteration 3Q: 3 clusters Score -58157.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -58176.265625 Penalty: 629.781128
	Iteration 4Q: 3 clusters Score -58176.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -58196.359375 Penalty: 629.781128
	Iteration 5Q: 3 clusters Score -58196.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -58213.714844 Penalty: 629.781128
	Iteration 6Q: 3 clusters Score -58213.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -58223.644531 Penalty: 629.781128
	Iteration 7Q: 3 clusters Score -58223.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -58239.109375 Penalty: 629.781128
	Iteration 8Q: 3 clusters Score -58239.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -58247.296875 Penalty: 629.781128
	Iteration 9Q: 3 clusters Score -58247.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -58255.156250 Penalty: 629.781128
	Iteration 10Q: 3 clusters Score -58255.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -58261.394531 Penalty: 629.781128
	Iteration 11Q: 3 clusters Score -58261.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -58266.425781 Penalty: 629.781128
	Iteration 12Q: 3 clusters Score -58266.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -58269.312500 Penalty: 629.781128
	Iteration 13Q: 3 clusters Score -58269.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -58270.980469 Penalty: 629.781128
	Iteration 14Q: 3 clusters Score -58270.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -58273.433594 Penalty: 629.781128
	Iteration 15Q: 3 clusters Score -58273.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -58276.886719 Penalty: 629.781128
	Iteration 16Q: 3 clusters Score -58276.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -58285.167969 Penalty: 629.781128
	Iteration 17Q: 3 clusters Score -58285.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -58290.609375 Penalty: 629.781128
	Iteration 18Q: 3 clusters Score -58290.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -58296.789062 Penalty: 629.781128
	Iteration 19Q: 3 clusters Score -58296.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -58299.761719 Penalty: 629.781128
	Iteration 20F: 3 clusters Score -58299.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -58301.843750 Penalty: 629.781128
	Iteration 21Q: 3 clusters Score -58301.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -58303.535156 Penalty: 629.781128
	Iteration 22Q: 3 clusters Score -58303.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -58305.351562 Penalty: 629.781128
	Iteration 23Q: 3 clusters Score -58305.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -58308.281250 Penalty: 629.781128
	Iteration 24Q: 3 clusters Score -58308.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -58314.050781 Penalty: 629.781128
	Iteration 25Q: 3 clusters Score -58314.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -58319.183594 Penalty: 629.781128
	Iteration 26Q: 3 clusters Score -58319.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -58323.542969 Penalty: 629.781128
	Iteration 27Q: 3 clusters Score -58323.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -58326.093750 Penalty: 629.781128
	Iteration 28Q: 3 clusters Score -58326.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -58330.308594 Penalty: 629.781128
	Iteration 29Q: 3 clusters Score -58330.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -58335.339844 Penalty: 629.781128
	Iteration 30Q: 3 clusters Score -58335.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -58338.472656 Penalty: 629.781128
	Iteration 31Q: 3 clusters Score -58338.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -58341.363281 Penalty: 629.781128
	Iteration 32Q: 3 clusters Score -58341.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -58348.308594 Penalty: 629.781128
	Iteration 33Q: 3 clusters Score -58348.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -58359.214844 Penalty: 629.781128
	Iteration 34Q: 3 clusters Score -58359.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -58375.687500 Penalty: 629.781128
	Iteration 35Q: 3 clusters Score -58375.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -58395.214844 Penalty: 629.781128
	Iteration 36Q: 3 clusters Score -58395.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -58406.609375 Penalty: 629.781128
	Iteration 37Q: 3 clusters Score -58406.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -58414.449219 Penalty: 629.781128
	Iteration 38Q: 3 clusters Score -58414.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -58424.613281 Penalty: 629.781128
	Iteration 39Q: 3 clusters Score -58424.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -58432.000000 Penalty: 629.781128
	Iteration 40F: 3 clusters Score -58432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -58437.968750 Penalty: 629.781128
	Iteration 41Q: 3 clusters Score -58437.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -58446.175781 Penalty: 629.781128
	Iteration 42Q: 3 clusters Score -58446.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -58447.562500 Penalty: 629.781128
	Iteration 43Q: 3 clusters Score -58447.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -58448.574219 Penalty: 629.781128
	Iteration 44Q: 3 clusters Score -58448.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -58450.398438 Penalty: 629.781128
	Iteration 45Q: 3 clusters Score -58450.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -58450.398438 Penalty: 629.781128
	Iteration 46F: 3 clusters Score -58450.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (161590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161590 members 
Entering Unmasked Estep 
Score: -8575129.000000 Penalty: 545.673218
	Iteration 0F: 2 clusters Score -8575129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -8479886.000000 Penalty: 1091.346436
	Iteration 0F: 3 clusters Score -8479886 nChanged 79238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73783 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -8528172.000000 Penalty: 1091.346436
	Iteration 1F: 3 clusters Score -8528172 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -8530603.000000 Penalty: 1091.346436
	Iteration 2F: 3 clusters Score -8530603 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71764 members 
Mstep: Class 2 contains 89826 members 
Entering Unmasked Estep 
Score: -8534695.000000 Penalty: 1091.346436
	Iteration 3F: 3 clusters Score -8534695 nChanged 11978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 87702 members 
Entering Unmasked Estep 
Score: -8542326.000000 Penalty: 1091.346436
	Iteration 4F: 3 clusters Score -8542326 nChanged 13997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78755 members 
Mstep: Class 2 contains 82835 members 
Entering Unmasked Estep 
Score: -8552451.000000 Penalty: 1091.346436
	Iteration 5F: 3 clusters Score -8552451 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -8559647.000000 Penalty: 1091.346436
	Iteration 6F: 3 clusters Score -8559647 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -8562442.000000 Penalty: 1091.346436
	Iteration 7F: 3 clusters Score -8562442 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90665 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -8563593.000000 Penalty: 1091.346436
	Iteration 8Q: 3 clusters Score -8563593 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -8564149.000000 Penalty: 1091.346436
	Iteration 9Q: 3 clusters Score -8564149 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 64692 members 
Entering Unmasked Estep 
Score: -8564493.000000 Penalty: 1091.346436
	Iteration 10Q: 3 clusters Score -8564493 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -8564865.000000 Penalty: 1091.346436
	Iteration 11Q: 3 clusters Score -8564865 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104354 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -8565527.000000 Penalty: 1091.346436
	Iteration 12Q: 3 clusters Score -8565527 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108626 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -8566217.000000 Penalty: 1091.346436
	Iteration 13Q: 3 clusters Score -8566217 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113262 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -8566855.000000 Penalty: 1091.346436
	Iteration 14Q: 3 clusters Score -8566855 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -8567282.000000 Penalty: 1091.346436
	Iteration 15Q: 3 clusters Score -8567282 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122642 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -8567356.000000 Penalty: 1091.346436
	Iteration 16Q: 3 clusters Score -8567356 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126977 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -8567249.000000 Penalty: 1091.346436
	Iteration 17Q: 3 clusters Score -8567249 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130973 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -8567428.000000 Penalty: 1091.346436
	Iteration 18Q: 3 clusters Score -8567428 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134803 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -8567426.000000 Penalty: 1091.346436
	Iteration 19Q: 3 clusters Score -8567426 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138298 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -8568892.000000 Penalty: 1091.346436
	Iteration 20F: 3 clusters Score -8568892 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142601 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -8569891.000000 Penalty: 1091.346436
	Iteration 21Q: 3 clusters Score -8569891 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146752 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -8570422.000000 Penalty: 1091.346436
	Iteration 22Q: 3 clusters Score -8570422 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150645 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -8571838.000000 Penalty: 1091.346436
	Iteration 23Q: 3 clusters Score -8571838 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153544 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -8573316.000000 Penalty: 1091.346436
	Iteration 24Q: 3 clusters Score -8573316 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155517 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -8574023.000000 Penalty: 1091.346436
	Iteration 25Q: 3 clusters Score -8574023 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156863 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -8574386.000000 Penalty: 1091.346436
	Iteration 26Q: 3 clusters Score -8574386 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157861 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -8574609.000000 Penalty: 1091.346436
	Iteration 27Q: 3 clusters Score -8574609 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158575 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8574706.000000 Penalty: 1091.346436
	Iteration 28Q: 3 clusters Score -8574706 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159095 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8574747.000000 Penalty: 1091.346436
	Iteration 29Q: 3 clusters Score -8574747 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159507 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8574834.000000 Penalty: 1091.346436
	Iteration 30Q: 3 clusters Score -8574834 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8574871.000000 Penalty: 1091.346436
	Iteration 31Q: 3 clusters Score -8574871 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8574858.000000 Penalty: 1091.346436
	Iteration 32Q: 3 clusters Score -8574858 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160257 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8574885.000000 Penalty: 1091.346436
	Iteration 33Q: 3 clusters Score -8574885 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160403 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8574881.000000 Penalty: 1091.346436
	Iteration 34Q: 3 clusters Score -8574881 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160508 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8574912.000000 Penalty: 1091.346436
	Iteration 35Q: 3 clusters Score -8574912 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160597 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8574915.000000 Penalty: 1091.346436
	Iteration 36Q: 3 clusters Score -8574915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160660 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8574912.000000 Penalty: 1091.346436
	Iteration 37Q: 3 clusters Score -8574912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160711 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8574919.000000 Penalty: 1091.346436
	Iteration 38Q: 3 clusters Score -8574919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160754 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8574934.000000 Penalty: 1091.346436
	Iteration 39Q: 3 clusters Score -8574934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160794 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8574944.000000 Penalty: 1091.346436
	Iteration 40F: 3 clusters Score -8574944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160832 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8574960.000000 Penalty: 1091.346436
	Iteration 41Q: 3 clusters Score -8574960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160873 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8574971.000000 Penalty: 1091.346436
	Iteration 42Q: 3 clusters Score -8574971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160910 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8574988.000000 Penalty: 1091.346436
	Iteration 43Q: 3 clusters Score -8574988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160943 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8575001.000000 Penalty: 1091.346436
	Iteration 44Q: 3 clusters Score -8575001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160973 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8574998.000000 Penalty: 1091.346436
	Iteration 45Q: 3 clusters Score -8574998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160990 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8574996.000000 Penalty: 1091.346436
	Iteration 46Q: 3 clusters Score -8574996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161001 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8574999.000000 Penalty: 1091.346436
	Iteration 47Q: 3 clusters Score -8574999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161008 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8574994.000000 Penalty: 1091.346436
	Iteration 48Q: 3 clusters Score -8574994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161015 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8574995.000000 Penalty: 1091.346436
	Iteration 49Q: 3 clusters Score -8574995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161021 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8574991.000000 Penalty: 1091.346436
	Iteration 50Q: 3 clusters Score -8574991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161023 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8574987.000000 Penalty: 1091.346436
	Iteration 51Q: 3 clusters Score -8574987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161026 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8574987.000000 Penalty: 1091.346436
	Iteration 52Q: 3 clusters Score -8574987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161026 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8574989.000000 Penalty: 1091.346436
	Iteration 53Q: 3 clusters Score -8574989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161023 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8574985.000000 Penalty: 1091.346436
	Iteration 54Q: 3 clusters Score -8574985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8574987.000000 Penalty: 1091.346436
	Iteration 55Q: 3 clusters Score -8574987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8574987.000000 Penalty: 1091.346436
	Iteration 56F: 3 clusters Score -8574987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (81416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Entering Unmasked Estep 
Score: -4476202.500000 Penalty: 514.483398
	Iteration 0F: 2 clusters Score -4476202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -4421579.000000 Penalty: 1028.966797
	Iteration 0F: 3 clusters Score -4421579 nChanged 39720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -4445387.000000 Penalty: 1028.966797
	Iteration 1F: 3 clusters Score -4445387 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -4446242.500000 Penalty: 1028.966797
	Iteration 2Q: 3 clusters Score -4446242 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -4447525.000000 Penalty: 1028.966797
	Iteration 3Q: 3 clusters Score -4447525 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -4449556.000000 Penalty: 1028.966797
	Iteration 4Q: 3 clusters Score -4449556 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -4452668.000000 Penalty: 1028.966797
	Iteration 5F: 3 clusters Score -4452668 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -4456662.000000 Penalty: 1028.966797
	Iteration 6F: 3 clusters Score -4456662 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -4459883.500000 Penalty: 1028.966797
	Iteration 7F: 3 clusters Score -4459884 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -4461289.500000 Penalty: 1028.966797
	Iteration 8Q: 3 clusters Score -4461290 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -4461778.500000 Penalty: 1028.966797
	Iteration 9Q: 3 clusters Score -4461778 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -4462058.500000 Penalty: 1028.966797
	Iteration 10Q: 3 clusters Score -4462058 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -4462321.500000 Penalty: 1028.966797
	Iteration 11Q: 3 clusters Score -4462322 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -4462616.000000 Penalty: 1028.966797
	Iteration 12Q: 3 clusters Score -4462616 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -4462963.500000 Penalty: 1028.966797
	Iteration 13Q: 3 clusters Score -4462964 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -4463393.500000 Penalty: 1028.966797
	Iteration 14Q: 3 clusters Score -4463394 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -4463920.000000 Penalty: 1028.966797
	Iteration 15Q: 3 clusters Score -4463920 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -4464521.500000 Penalty: 1028.966797
	Iteration 16Q: 3 clusters Score -4464522 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -4465187.000000 Penalty: 1028.966797
	Iteration 17Q: 3 clusters Score -4465187 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -4465911.500000 Penalty: 1028.966797
	Iteration 18Q: 3 clusters Score -4465912 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -4466822.000000 Penalty: 1028.966797
	Iteration 19Q: 3 clusters Score -4466822 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 68478 members 
Entering Unmasked Estep 
Score: -4467734.500000 Penalty: 1028.966797
	Iteration 20F: 3 clusters Score -4467734 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
Score: -4468791.500000 Penalty: 1028.966797
	Iteration 21Q: 3 clusters Score -4468792 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -4469888.000000 Penalty: 1028.966797
	Iteration 22Q: 3 clusters Score -4469888 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 74113 members 
Entering Unmasked Estep 
Score: -4470935.500000 Penalty: 1028.966797
	Iteration 23Q: 3 clusters Score -4470936 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -4471933.500000 Penalty: 1028.966797
	Iteration 24Q: 3 clusters Score -4471934 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -4472822.000000 Penalty: 1028.966797
	Iteration 25Q: 3 clusters Score -4472822 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -4473679.500000 Penalty: 1028.966797
	Iteration 26Q: 3 clusters Score -4473680 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -4474376.500000 Penalty: 1028.966797
	Iteration 27Q: 3 clusters Score -4474376 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -4474896.500000 Penalty: 1028.966797
	Iteration 28Q: 3 clusters Score -4474896 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -4475290.500000 Penalty: 1028.966797
	Iteration 29Q: 3 clusters Score -4475290 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 81029 members 
Entering Unmasked Estep 
Score: -4475512.000000 Penalty: 1028.966797
	Iteration 30Q: 3 clusters Score -4475512 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -4475631.500000 Penalty: 1028.966797
	Iteration 31Q: 3 clusters Score -4475632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -4475676.500000 Penalty: 1028.966797
	Iteration 32Q: 3 clusters Score -4475676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -4475704.500000 Penalty: 1028.966797
	Iteration 33Q: 3 clusters Score -4475704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -4475724.500000 Penalty: 1028.966797
	Iteration 34Q: 3 clusters Score -4475724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -4475738.500000 Penalty: 1028.966797
	Iteration 35Q: 3 clusters Score -4475738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -4475749.500000 Penalty: 1028.966797
	Iteration 36Q: 3 clusters Score -4475750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -4475757.500000 Penalty: 1028.966797
	Iteration 37Q: 3 clusters Score -4475758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -4475760.000000 Penalty: 1028.966797
	Iteration 38Q: 3 clusters Score -4475760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -4475758.500000 Penalty: 1028.966797
	Iteration 39Q: 3 clusters Score -4475758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -4475758.500000 Penalty: 1028.966797
	Iteration 40F: 3 clusters Score -4475758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Entering Unmasked Estep 
Score: -693428.250000 Penalty: 433.244690
	Iteration 0F: 2 clusters Score -693428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -684417.062500 Penalty: 866.489380
	Iteration 0F: 3 clusters Score -684417.1 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -688074.062500 Penalty: 866.489380
	Iteration 1F: 3 clusters Score -688074.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -688345.437500 Penalty: 866.489380
	Iteration 2Q: 3 clusters Score -688345.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -688778.562500 Penalty: 866.489380
	Iteration 3F: 3 clusters Score -688778.6 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -689358.250000 Penalty: 866.489380
	Iteration 4F: 3 clusters Score -689358.2 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -690121.937500 Penalty: 866.489380
	Iteration 5F: 3 clusters Score -690121.9 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -690912.875000 Penalty: 866.489380
	Iteration 6F: 3 clusters Score -690912.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -691508.062500 Penalty: 866.489380
	Iteration 7Q: 3 clusters Score -691508.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -691871.000000 Penalty: 866.489380
	Iteration 8Q: 3 clusters Score -691871 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -692067.250000 Penalty: 866.489380
	Iteration 9Q: 3 clusters Score -692067.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -692224.312500 Penalty: 866.489380
	Iteration 10Q: 3 clusters Score -692224.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -692343.687500 Penalty: 866.489380
	Iteration 11Q: 3 clusters Score -692343.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -692428.312500 Penalty: 866.489380
	Iteration 12Q: 3 clusters Score -692428.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -692487.187500 Penalty: 866.489380
	Iteration 13Q: 3 clusters Score -692487.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -692540.562500 Penalty: 866.489380
	Iteration 14Q: 3 clusters Score -692540.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -692586.250000 Penalty: 866.489380
	Iteration 15Q: 3 clusters Score -692586.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -692624.312500 Penalty: 866.489380
	Iteration 16Q: 3 clusters Score -692624.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -692656.312500 Penalty: 866.489380
	Iteration 17Q: 3 clusters Score -692656.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -692687.812500 Penalty: 866.489380
	Iteration 18Q: 3 clusters Score -692687.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -692718.875000 Penalty: 866.489380
	Iteration 19Q: 3 clusters Score -692718.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -692746.750000 Penalty: 866.489380
	Iteration 20F: 3 clusters Score -692746.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -692775.875000 Penalty: 866.489380
	Iteration 21Q: 3 clusters Score -692775.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -692798.750000 Penalty: 866.489380
	Iteration 22Q: 3 clusters Score -692798.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -692817.625000 Penalty: 866.489380
	Iteration 23Q: 3 clusters Score -692817.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -692840.687500 Penalty: 866.489380
	Iteration 24Q: 3 clusters Score -692840.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -692862.562500 Penalty: 866.489380
	Iteration 25Q: 3 clusters Score -692862.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -692885.750000 Penalty: 866.489380
	Iteration 26Q: 3 clusters Score -692885.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -692914.625000 Penalty: 866.489380
	Iteration 27Q: 3 clusters Score -692914.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -692940.875000 Penalty: 866.489380
	Iteration 28Q: 3 clusters Score -692940.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -692965.812500 Penalty: 866.489380
	Iteration 29Q: 3 clusters Score -692965.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -692999.062500 Penalty: 866.489380
	Iteration 30Q: 3 clusters Score -692999.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -693018.687500 Penalty: 866.489380
	Iteration 31Q: 3 clusters Score -693018.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -693034.062500 Penalty: 866.489380
	Iteration 32Q: 3 clusters Score -693034.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -693047.375000 Penalty: 866.489380
	Iteration 33Q: 3 clusters Score -693047.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -693057.062500 Penalty: 866.489380
	Iteration 34Q: 3 clusters Score -693057.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -693063.937500 Penalty: 866.489380
	Iteration 35Q: 3 clusters Score -693063.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -693069.375000 Penalty: 866.489380
	Iteration 36Q: 3 clusters Score -693069.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -693072.312500 Penalty: 866.489380
	Iteration 37Q: 3 clusters Score -693072.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -693080.250000 Penalty: 866.489380
	Iteration 38Q: 3 clusters Score -693080.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -693085.062500 Penalty: 866.489380
	Iteration 39Q: 3 clusters Score -693085.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -693093.437500 Penalty: 866.489380
	Iteration 40F: 3 clusters Score -693093.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -693100.687500 Penalty: 866.489380
	Iteration 41Q: 3 clusters Score -693100.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -693105.187500 Penalty: 866.489380
	Iteration 42Q: 3 clusters Score -693105.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -693112.625000 Penalty: 866.489380
	Iteration 43Q: 3 clusters Score -693112.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -693118.312500 Penalty: 866.489380
	Iteration 44Q: 3 clusters Score -693118.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -693122.562500 Penalty: 866.489380
	Iteration 45Q: 3 clusters Score -693122.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -693122.812500 Penalty: 866.489380
	Iteration 46Q: 3 clusters Score -693122.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -693123.562500 Penalty: 866.489380
	Iteration 47Q: 3 clusters Score -693123.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -693124.937500 Penalty: 866.489380
	Iteration 48Q: 3 clusters Score -693124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -693124.750000 Penalty: 866.489380
	Iteration 49Q: 3 clusters Score -693124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -693126.375000 Penalty: 866.489380
	Iteration 50Q: 3 clusters Score -693126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -693126.000000 Penalty: 866.489380
	Iteration 51Q: 3 clusters Score -693126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -693126.125000 Penalty: 866.489380
	Iteration 52Q: 3 clusters Score -693126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -693125.125000 Penalty: 866.489380
	Iteration 53Q: 3 clusters Score -693125.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -693124.312500 Penalty: 866.489380
	Iteration 54Q: 3 clusters Score -693124.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -693127.625000 Penalty: 866.489380
	Iteration 55Q: 3 clusters Score -693127.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -693127.437500 Penalty: 866.489380
	Iteration 56Q: 3 clusters Score -693127.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -693126.937500 Penalty: 866.489380
	Iteration 57Q: 3 clusters Score -693126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -693127.562500 Penalty: 866.489380
	Iteration 58Q: 3 clusters Score -693127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -693128.625000 Penalty: 866.489380
	Iteration 59Q: 3 clusters Score -693128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -693127.812500 Penalty: 866.489380
	Iteration 60F: 3 clusters Score -693127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -693127.437500 Penalty: 866.489380
	Iteration 61Q: 3 clusters Score -693127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -693128.812500 Penalty: 866.489380
	Iteration 62Q: 3 clusters Score -693128.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -693129.000000 Penalty: 866.489380
	Iteration 63Q: 3 clusters Score -693129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -693129.312500 Penalty: 866.489380
	Iteration 64Q: 3 clusters Score -693129.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -693129.000000 Penalty: 866.489380
	Iteration 65Q: 3 clusters Score -693129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -693129.375000 Penalty: 866.489380
	Iteration 66Q: 3 clusters Score -693129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -693128.750000 Penalty: 866.489380
	Iteration 67Q: 3 clusters Score -693128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -693127.875000 Penalty: 866.489380
	Iteration 68Q: 3 clusters Score -693127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -693128.812500 Penalty: 866.489380
	Iteration 69Q: 3 clusters Score -693128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -693128.562500 Penalty: 866.489380
	Iteration 70Q: 3 clusters Score -693128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -693129.687500 Penalty: 866.489380
	Iteration 71Q: 3 clusters Score -693129.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -693128.187500 Penalty: 866.489380
	Iteration 72Q: 3 clusters Score -693128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -693129.000000 Penalty: 866.489380
	Iteration 73Q: 3 clusters Score -693129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -693129.625000 Penalty: 866.489380
	Iteration 74Q: 3 clusters Score -693129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -693130.437500 Penalty: 866.489380
	Iteration 75Q: 3 clusters Score -693130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -693130.125000 Penalty: 866.489380
	Iteration 76Q: 3 clusters Score -693130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -693131.562500 Penalty: 866.489380
	Iteration 77Q: 3 clusters Score -693131.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -693130.187500 Penalty: 866.489380
	Iteration 78Q: 3 clusters Score -693130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -693130.187500 Penalty: 866.489380
	Iteration 79Q: 3 clusters Score -693130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -693131.125000 Penalty: 866.489380
	Iteration 80F: 3 clusters Score -693131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -693130.812500 Penalty: 866.489380
	Iteration 81Q: 3 clusters Score -693130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -693131.937500 Penalty: 866.489380
	Iteration 82Q: 3 clusters Score -693131.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -693130.625000 Penalty: 866.489380
	Iteration 83Q: 3 clusters Score -693130.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -693130.625000 Penalty: 866.489380
	Iteration 84F: 3 clusters Score -693130.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (113045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113045 members 
Entering Unmasked Estep 
Score: -5913716.500000 Penalty: 529.417114
	Iteration 0F: 2 clusters Score -5913716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -5839099.000000 Penalty: 1058.834229
	Iteration 0F: 3 clusters Score -5839099 nChanged 55232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -5875883.000000 Penalty: 1058.834229
	Iteration 1F: 3 clusters Score -5875883 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -5881381.500000 Penalty: 1058.834229
	Iteration 2F: 3 clusters Score -5881382 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -5889215.500000 Penalty: 1058.834229
	Iteration 3F: 3 clusters Score -5889216 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -5897850.000000 Penalty: 1058.834229
	Iteration 4F: 3 clusters Score -5897850 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5904372.000000 Penalty: 1058.834229
	Iteration 5F: 3 clusters Score -5904372 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -5907647.000000 Penalty: 1058.834229
	Iteration 6Q: 3 clusters Score -5907647 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5909177.500000 Penalty: 1058.834229
	Iteration 7Q: 3 clusters Score -5909178 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -5910278.500000 Penalty: 1058.834229
	Iteration 8Q: 3 clusters Score -5910278 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97483 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -5911005.000000 Penalty: 1058.834229
	Iteration 9Q: 3 clusters Score -5911005 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -5911538.000000 Penalty: 1058.834229
	Iteration 10Q: 3 clusters Score -5911538 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -5911908.000000 Penalty: 1058.834229
	Iteration 11Q: 3 clusters Score -5911908 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102467 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -5912284.000000 Penalty: 1058.834229
	Iteration 12Q: 3 clusters Score -5912284 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -5912624.000000 Penalty: 1058.834229
	Iteration 13Q: 3 clusters Score -5912624 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -5912953.500000 Penalty: 1058.834229
	Iteration 14Q: 3 clusters Score -5912954 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106395 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5913319.000000 Penalty: 1058.834229
	Iteration 15Q: 3 clusters Score -5913319 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107439 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -5913546.000000 Penalty: 1058.834229
	Iteration 16Q: 3 clusters Score -5913546 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108348 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -5913766.500000 Penalty: 1058.834229
	Iteration 17Q: 3 clusters Score -5913766 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5913823.500000 Penalty: 1058.834229
	Iteration 18Q: 3 clusters Score -5913824 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109551 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5913892.500000 Penalty: 1058.834229
	Iteration 19Q: 3 clusters Score -5913892 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110007 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -5913908.500000 Penalty: 1058.834229
	Iteration 20F: 3 clusters Score -5913908 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110396 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5913920.000000 Penalty: 1058.834229
	Iteration 21Q: 3 clusters Score -5913920 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110716 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5913924.500000 Penalty: 1058.834229
	Iteration 22Q: 3 clusters Score -5913924 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110994 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5913925.000000 Penalty: 1058.834229
	Iteration 23Q: 3 clusters Score -5913925 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111229 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5913942.000000 Penalty: 1058.834229
	Iteration 24Q: 3 clusters Score -5913942 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111407 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5913921.000000 Penalty: 1058.834229
	Iteration 25Q: 3 clusters Score -5913921 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5913912.500000 Penalty: 1058.834229
	Iteration 26Q: 3 clusters Score -5913912 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111658 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5913887.000000 Penalty: 1058.834229
	Iteration 27Q: 3 clusters Score -5913887 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111764 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5913868.000000 Penalty: 1058.834229
	Iteration 28Q: 3 clusters Score -5913868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111834 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5913859.500000 Penalty: 1058.834229
	Iteration 29Q: 3 clusters Score -5913860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5913846.000000 Penalty: 1058.834229
	Iteration 30Q: 3 clusters Score -5913846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111946 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5913849.000000 Penalty: 1058.834229
	Iteration 31Q: 3 clusters Score -5913849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111990 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5913855.000000 Penalty: 1058.834229
	Iteration 32Q: 3 clusters Score -5913855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5913856.000000 Penalty: 1058.834229
	Iteration 33Q: 3 clusters Score -5913856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112044 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5913852.500000 Penalty: 1058.834229
	Iteration 34Q: 3 clusters Score -5913852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112067 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5913844.500000 Penalty: 1058.834229
	Iteration 35Q: 3 clusters Score -5913844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112090 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5913833.500000 Penalty: 1058.834229
	Iteration 36Q: 3 clusters Score -5913834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112106 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5913830.500000 Penalty: 1058.834229
	Iteration 37Q: 3 clusters Score -5913830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112119 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5913823.000000 Penalty: 1058.834229
	Iteration 38Q: 3 clusters Score -5913823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112138 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5913823.000000 Penalty: 1058.834229
	Iteration 39Q: 3 clusters Score -5913823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112154 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5913817.500000 Penalty: 1058.834229
	Iteration 40F: 3 clusters Score -5913818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112168 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5913815.500000 Penalty: 1058.834229
	Iteration 41Q: 3 clusters Score -5913816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5913812.000000 Penalty: 1058.834229
	Iteration 42Q: 3 clusters Score -5913812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5913812.000000 Penalty: 1058.834229
	Iteration 43Q: 3 clusters Score -5913812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112205 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5913804.500000 Penalty: 1058.834229
	Iteration 44Q: 3 clusters Score -5913804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112215 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5913810.000000 Penalty: 1058.834229
	Iteration 45Q: 3 clusters Score -5913810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112228 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5913812.000000 Penalty: 1058.834229
	Iteration 46Q: 3 clusters Score -5913812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112234 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5913817.000000 Penalty: 1058.834229
	Iteration 47Q: 3 clusters Score -5913817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5913818.000000 Penalty: 1058.834229
	Iteration 48Q: 3 clusters Score -5913818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112238 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5913814.000000 Penalty: 1058.834229
	Iteration 49Q: 3 clusters Score -5913814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112239 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5913820.500000 Penalty: 1058.834229
	Iteration 50Q: 3 clusters Score -5913820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112241 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5913818.000000 Penalty: 1058.834229
	Iteration 51Q: 3 clusters Score -5913818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112243 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5913822.000000 Penalty: 1058.834229
	Iteration 52Q: 3 clusters Score -5913822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112244 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5913818.500000 Penalty: 1058.834229
	Iteration 53Q: 3 clusters Score -5913818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112245 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5913817.000000 Penalty: 1058.834229
	Iteration 54Q: 3 clusters Score -5913817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112246 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5913817.500000 Penalty: 1058.834229
	Iteration 55Q: 3 clusters Score -5913818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112247 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5913818.500000 Penalty: 1058.834229
	Iteration 56Q: 3 clusters Score -5913818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112247 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5913818.500000 Penalty: 1058.834229
	Iteration 57F: 3 clusters Score -5913818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 28600 members 
Mstep: Class 3 contains 104347 members 
Mstep: Class 4 contains 15983 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 13446 members 
Mstep: Class 7 contains 90019 members 
Mstep: Class 8 contains 9366 members 
Mstep: Class 9 contains 59887 members 
Mstep: Class 10 contains 44843 members 
Mstep: Class 11 contains 14478 members 
Mstep: Class 12 contains 163959 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 7466 members 
Mstep: Class 15 contains 12278 members 
Mstep: Class 16 contains 59049 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 10561 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 22764 members 
Mstep: Class 22 contains 1014 members 
Mstep: Class 23 contains 1065 members 
Mstep: Class 24 contains 20253 members 
Mstep: Class 25 contains 86104 members 
Mstep: Class 26 contains 1856 members 
Mstep: Class 27 contains 165471 members 
Mstep: Class 28 contains 120261 members 
Mstep: Class 29 contains 77886 members 
Mstep: Class 30 contains 1438 members 
Mstep: Class 31 contains 33838 members 
Mstep: Class 32 contains 44359 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 34 contains 1013 members 
Mstep: Class 35 contains 161590 members 
Mstep: Class 36 contains 81416 members 
Mstep: Class 37 contains 13655 members 
Mstep: Class 38 contains 3287 members 
Mstep: Class 39 contains 112247 members 
Mstep: Class 40 contains 7824 members 
Mstep: Class 41 contains 19793 members 
Mstep: Class 42 contains 78278 members 
Mstep: Class 43 contains 7002 members 
Mstep: Class 44 contains 798 members 
Entering Unmasked Estep 
Score: -87403072.000000 Penalty: 28756.324219
Splitting cluster 39 changes total score from -87401256.000000 to -87403072.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 40 (7824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Entering Unmasked Estep 
Score: -424539.812500 Penalty: 407.905304
	Iteration 0F: 2 clusters Score -424539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -419348.218750 Penalty: 815.810608
	Iteration 0F: 3 clusters Score -419348.2 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -421462.156250 Penalty: 815.810608
	Iteration 1F: 3 clusters Score -421462.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -421880.593750 Penalty: 815.810608
	Iteration 2F: 3 clusters Score -421880.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -422444.531250 Penalty: 815.810608
	Iteration 3F: 3 clusters Score -422444.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -422997.187500 Penalty: 815.810608
	Iteration 4F: 3 clusters Score -422997.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -423500.500000 Penalty: 815.810608
	Iteration 5F: 3 clusters Score -423500.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -423838.093750 Penalty: 815.810608
	Iteration 6Q: 3 clusters Score -423838.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -423979.000000 Penalty: 815.810608
	Iteration 7Q: 3 clusters Score -423979 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -424056.250000 Penalty: 815.810608
	Iteration 8Q: 3 clusters Score -424056.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -424115.000000 Penalty: 815.810608
	Iteration 9Q: 3 clusters Score -424115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -424151.343750 Penalty: 815.810608
	Iteration 10Q: 3 clusters Score -424151.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -424169.187500 Penalty: 815.810608
	Iteration 11Q: 3 clusters Score -424169.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -424175.406250 Penalty: 815.810608
	Iteration 12Q: 3 clusters Score -424175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -424176.968750 Penalty: 815.810608
	Iteration 13Q: 3 clusters Score -424177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -424176.875000 Penalty: 815.810608
	Iteration 14Q: 3 clusters Score -424176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -424177.500000 Penalty: 815.810608
	Iteration 15Q: 3 clusters Score -424177.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -424177.500000 Penalty: 815.810608
	Iteration 16F: 3 clusters Score -424177.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Entering Unmasked Estep 
Score: -1082497.875000 Penalty: 450.135315
	Iteration 0F: 2 clusters Score -1082498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1069251.500000 Penalty: 900.270630
	Iteration 0F: 3 clusters Score -1069252 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1074727.000000 Penalty: 900.270630
	Iteration 1F: 3 clusters Score -1074727 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1075028.250000 Penalty: 900.270630
	Iteration 2Q: 3 clusters Score -1075028 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1075450.000000 Penalty: 900.270630
	Iteration 3Q: 3 clusters Score -1075450 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1076051.375000 Penalty: 900.270630
	Iteration 4F: 3 clusters Score -1076051 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1076838.375000 Penalty: 900.270630
	Iteration 5F: 3 clusters Score -1076838 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1077761.375000 Penalty: 900.270630
	Iteration 6F: 3 clusters Score -1077761 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1078688.000000 Penalty: 900.270630
	Iteration 7F: 3 clusters Score -1078688 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1079507.375000 Penalty: 900.270630
	Iteration 8Q: 3 clusters Score -1079507 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -1080156.500000 Penalty: 900.270630
	Iteration 9Q: 3 clusters Score -1080156 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1080602.750000 Penalty: 900.270630
	Iteration 10Q: 3 clusters Score -1080603 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1080884.375000 Penalty: 900.270630
	Iteration 11Q: 3 clusters Score -1080884 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -1081129.625000 Penalty: 900.270630
	Iteration 12Q: 3 clusters Score -1081130 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1081342.875000 Penalty: 900.270630
	Iteration 13Q: 3 clusters Score -1081343 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1081513.875000 Penalty: 900.270630
	Iteration 14Q: 3 clusters Score -1081514 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1081664.000000 Penalty: 900.270630
	Iteration 15Q: 3 clusters Score -1081664 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1081793.500000 Penalty: 900.270630
	Iteration 16Q: 3 clusters Score -1081794 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1081897.375000 Penalty: 900.270630
	Iteration 17Q: 3 clusters Score -1081897 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1081952.500000 Penalty: 900.270630
	Iteration 18Q: 3 clusters Score -1081952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -1081990.375000 Penalty: 900.270630
	Iteration 19Q: 3 clusters Score -1081990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1082017.875000 Penalty: 900.270630
	Iteration 20F: 3 clusters Score -1082018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -1082045.625000 Penalty: 900.270630
	Iteration 21Q: 3 clusters Score -1082046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -1082059.500000 Penalty: 900.270630
	Iteration 22Q: 3 clusters Score -1082060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1082065.875000 Penalty: 900.270630
	Iteration 23Q: 3 clusters Score -1082066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -1082068.750000 Penalty: 900.270630
	Iteration 24Q: 3 clusters Score -1082069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -1082076.000000 Penalty: 900.270630
	Iteration 25Q: 3 clusters Score -1082076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -1082081.750000 Penalty: 900.270630
	Iteration 26Q: 3 clusters Score -1082082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -1082086.875000 Penalty: 900.270630
	Iteration 27Q: 3 clusters Score -1082087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -1082088.250000 Penalty: 900.270630
	Iteration 28Q: 3 clusters Score -1082088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -1082089.125000 Penalty: 900.270630
	Iteration 29Q: 3 clusters Score -1082089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -1082091.625000 Penalty: 900.270630
	Iteration 30Q: 3 clusters Score -1082092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -1082091.625000 Penalty: 900.270630
	Iteration 31F: 3 clusters Score -1082092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (78278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Entering Unmasked Estep 
Score: -4301704.000000 Penalty: 512.695007
	Iteration 0F: 2 clusters Score -4301704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -4249271.500000 Penalty: 1025.390015
	Iteration 0F: 3 clusters Score -4249272 nChanged 37988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -4271765.500000 Penalty: 1025.390015
	Iteration 1F: 3 clusters Score -4271766 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -4272294.500000 Penalty: 1025.390015
	Iteration 2Q: 3 clusters Score -4272294 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -4273118.500000 Penalty: 1025.390015
	Iteration 3Q: 3 clusters Score -4273118 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -4274274.500000 Penalty: 1025.390015
	Iteration 4Q: 3 clusters Score -4274274 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -4276300.500000 Penalty: 1025.390015
	Iteration 5Q: 3 clusters Score -4276300 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4279736.000000 Penalty: 1025.390015
	Iteration 6F: 3 clusters Score -4279736 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4284203.500000 Penalty: 1025.390015
	Iteration 7F: 3 clusters Score -4284204 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4287439.500000 Penalty: 1025.390015
	Iteration 8F: 3 clusters Score -4287440 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -4288728.500000 Penalty: 1025.390015
	Iteration 9Q: 3 clusters Score -4288728 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4289594.500000 Penalty: 1025.390015
	Iteration 10Q: 3 clusters Score -4289594 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -4290684.500000 Penalty: 1025.390015
	Iteration 11Q: 3 clusters Score -4290684 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -4292157.000000 Penalty: 1025.390015
	Iteration 12Q: 3 clusters Score -4292157 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -4293927.500000 Penalty: 1025.390015
	Iteration 13Q: 3 clusters Score -4293928 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -4295942.000000 Penalty: 1025.390015
	Iteration 14Q: 3 clusters Score -4295942 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -4297816.500000 Penalty: 1025.390015
	Iteration 15Q: 3 clusters Score -4297816 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -4299200.000000 Penalty: 1025.390015
	Iteration 16Q: 3 clusters Score -4299200 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -4299979.500000 Penalty: 1025.390015
	Iteration 17Q: 3 clusters Score -4299980 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -4300384.500000 Penalty: 1025.390015
	Iteration 18Q: 3 clusters Score -4300384 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4300575.500000 Penalty: 1025.390015
	Iteration 19Q: 3 clusters Score -4300576 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4300696.500000 Penalty: 1025.390015
	Iteration 20F: 3 clusters Score -4300696 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4300769.500000 Penalty: 1025.390015
	Iteration 21Q: 3 clusters Score -4300770 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -4300804.000000 Penalty: 1025.390015
	Iteration 22Q: 3 clusters Score -4300804 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -4300805.000000 Penalty: 1025.390015
	Iteration 23Q: 3 clusters Score -4300805 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -4300825.000000 Penalty: 1025.390015
	Iteration 24Q: 3 clusters Score -4300825 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -4300833.000000 Penalty: 1025.390015
	Iteration 25Q: 3 clusters Score -4300833 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -4300830.500000 Penalty: 1025.390015
	Iteration 26Q: 3 clusters Score -4300830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -4300815.000000 Penalty: 1025.390015
	Iteration 27Q: 3 clusters Score -4300815 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -4300813.500000 Penalty: 1025.390015
	Iteration 28Q: 3 clusters Score -4300814 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4300798.000000 Penalty: 1025.390015
	Iteration 29Q: 3 clusters Score -4300798 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -4300793.000000 Penalty: 1025.390015
	Iteration 30Q: 3 clusters Score -4300793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -4300795.000000 Penalty: 1025.390015
	Iteration 31Q: 3 clusters Score -4300795 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -4300787.500000 Penalty: 1025.390015
	Iteration 32Q: 3 clusters Score -4300788 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -4300786.500000 Penalty: 1025.390015
	Iteration 33Q: 3 clusters Score -4300786 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -4300784.000000 Penalty: 1025.390015
	Iteration 34Q: 3 clusters Score -4300784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -4300782.000000 Penalty: 1025.390015
	Iteration 35Q: 3 clusters Score -4300782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4300782.500000 Penalty: 1025.390015
	Iteration 36Q: 3 clusters Score -4300782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -4300774.000000 Penalty: 1025.390015
	Iteration 37Q: 3 clusters Score -4300774 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -4300776.500000 Penalty: 1025.390015
	Iteration 38Q: 3 clusters Score -4300776 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -4300775.000000 Penalty: 1025.390015
	Iteration 39Q: 3 clusters Score -4300775 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -4300773.000000 Penalty: 1025.390015
	Iteration 40F: 3 clusters Score -4300773 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -4300782.000000 Penalty: 1025.390015
	Iteration 41Q: 3 clusters Score -4300782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -4300783.000000 Penalty: 1025.390015
	Iteration 42Q: 3 clusters Score -4300783 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -4300780.000000 Penalty: 1025.390015
	Iteration 43Q: 3 clusters Score -4300780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -4300783.500000 Penalty: 1025.390015
	Iteration 44Q: 3 clusters Score -4300784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -4300773.500000 Penalty: 1025.390015
	Iteration 45Q: 3 clusters Score -4300774 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -4300768.500000 Penalty: 1025.390015
	Iteration 46Q: 3 clusters Score -4300768 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -4300779.500000 Penalty: 1025.390015
	Iteration 47Q: 3 clusters Score -4300780 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -4300775.500000 Penalty: 1025.390015
	Iteration 48Q: 3 clusters Score -4300776 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -4300777.000000 Penalty: 1025.390015
	Iteration 49Q: 3 clusters Score -4300777 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -4300779.000000 Penalty: 1025.390015
	Iteration 50Q: 3 clusters Score -4300779 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -4300761.500000 Penalty: 1025.390015
	Iteration 51Q: 3 clusters Score -4300762 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -4300763.000000 Penalty: 1025.390015
	Iteration 52Q: 3 clusters Score -4300763 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -4300751.500000 Penalty: 1025.390015
	Iteration 53Q: 3 clusters Score -4300752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -4300761.000000 Penalty: 1025.390015
	Iteration 54Q: 3 clusters Score -4300761 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -4300752.000000 Penalty: 1025.390015
	Iteration 55Q: 3 clusters Score -4300752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -4300752.000000 Penalty: 1025.390015
	Iteration 56Q: 3 clusters Score -4300752 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -4300752.500000 Penalty: 1025.390015
	Iteration 57Q: 3 clusters Score -4300752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -4300754.000000 Penalty: 1025.390015
	Iteration 58Q: 3 clusters Score -4300754 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -4300752.500000 Penalty: 1025.390015
	Iteration 59Q: 3 clusters Score -4300752 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -4300757.000000 Penalty: 1025.390015
	Iteration 60F: 3 clusters Score -4300757 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -4300741.000000 Penalty: 1025.390015
	Iteration 61Q: 3 clusters Score -4300741 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -4300751.500000 Penalty: 1025.390015
	Iteration 62Q: 3 clusters Score -4300752 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -4300748.000000 Penalty: 1025.390015
	Iteration 63Q: 3 clusters Score -4300748 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -4300744.500000 Penalty: 1025.390015
	Iteration 64Q: 3 clusters Score -4300744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -4300741.500000 Penalty: 1025.390015
	Iteration 65Q: 3 clusters Score -4300742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -4300744.000000 Penalty: 1025.390015
	Iteration 66Q: 3 clusters Score -4300744 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -4300748.500000 Penalty: 1025.390015
	Iteration 67Q: 3 clusters Score -4300748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -4300750.500000 Penalty: 1025.390015
	Iteration 68Q: 3 clusters Score -4300750 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4300776.500000 Penalty: 1025.390015
	Iteration 69Q: 3 clusters Score -4300776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -4300771.000000 Penalty: 1025.390015
	Iteration 70Q: 3 clusters Score -4300771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -4300766.500000 Penalty: 1025.390015
	Iteration 71Q: 3 clusters Score -4300766 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -4300762.500000 Penalty: 1025.390015
	Iteration 72Q: 3 clusters Score -4300762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -4300762.500000 Penalty: 1025.390015
	Iteration 73Q: 3 clusters Score -4300762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -4300749.000000 Penalty: 1025.390015
	Iteration 74Q: 3 clusters Score -4300749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -4300747.500000 Penalty: 1025.390015
	Iteration 75Q: 3 clusters Score -4300748 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -4300747.000000 Penalty: 1025.390015
	Iteration 76Q: 3 clusters Score -4300747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -4300738.000000 Penalty: 1025.390015
	Iteration 77Q: 3 clusters Score -4300738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4300743.000000 Penalty: 1025.390015
	Iteration 78Q: 3 clusters Score -4300743 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -4300736.000000 Penalty: 1025.390015
	Iteration 79Q: 3 clusters Score -4300736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -4300737.500000 Penalty: 1025.390015
	Iteration 80F: 3 clusters Score -4300738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -4300725.000000 Penalty: 1025.390015
	Iteration 81Q: 3 clusters Score -4300725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -4300728.500000 Penalty: 1025.390015
	Iteration 82Q: 3 clusters Score -4300728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -4300729.000000 Penalty: 1025.390015
	Iteration 83Q: 3 clusters Score -4300729 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -4300722.000000 Penalty: 1025.390015
	Iteration 84Q: 3 clusters Score -4300722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -4300725.000000 Penalty: 1025.390015
	Iteration 85Q: 3 clusters Score -4300725 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -4300716.000000 Penalty: 1025.390015
	Iteration 86Q: 3 clusters Score -4300716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -4300716.500000 Penalty: 1025.390015
	Iteration 87Q: 3 clusters Score -4300716 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -4300718.500000 Penalty: 1025.390015
	Iteration 88Q: 3 clusters Score -4300718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -4300719.500000 Penalty: 1025.390015
	Iteration 89Q: 3 clusters Score -4300720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -4300716.500000 Penalty: 1025.390015
	Iteration 90Q: 3 clusters Score -4300716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -4300722.000000 Penalty: 1025.390015
	Iteration 91Q: 3 clusters Score -4300722 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -4300719.000000 Penalty: 1025.390015
	Iteration 92Q: 3 clusters Score -4300719 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -4300715.000000 Penalty: 1025.390015
	Iteration 93Q: 3 clusters Score -4300715 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -4300709.000000 Penalty: 1025.390015
	Iteration 94Q: 3 clusters Score -4300709 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -4300715.000000 Penalty: 1025.390015
	Iteration 95Q: 3 clusters Score -4300715 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -4300718.000000 Penalty: 1025.390015
	Iteration 96Q: 3 clusters Score -4300718 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -4300717.000000 Penalty: 1025.390015
	Iteration 97Q: 3 clusters Score -4300717 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -4300716.500000 Penalty: 1025.390015
	Iteration 98Q: 3 clusters Score -4300716 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -4300715.000000 Penalty: 1025.390015
	Iteration 99Q: 3 clusters Score -4300715 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -4300710.000000 Penalty: 1025.390015
	Iteration 100F: 3 clusters Score -4300710 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -4300735.000000 Penalty: 1025.390015
	Iteration 101Q: 3 clusters Score -4300735 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -4300707.500000 Penalty: 1025.390015
	Iteration 102Q: 3 clusters Score -4300708 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -4300705.000000 Penalty: 1025.390015
	Iteration 103Q: 3 clusters Score -4300705 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -4300704.500000 Penalty: 1025.390015
	Iteration 104Q: 3 clusters Score -4300704 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -4300710.500000 Penalty: 1025.390015
	Iteration 105Q: 3 clusters Score -4300710 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -4300716.000000 Penalty: 1025.390015
	Iteration 106Q: 3 clusters Score -4300716 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -4300719.000000 Penalty: 1025.390015
	Iteration 107Q: 3 clusters Score -4300719 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -4300722.500000 Penalty: 1025.390015
	Iteration 108Q: 3 clusters Score -4300722 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -4300706.000000 Penalty: 1025.390015
	Iteration 109Q: 3 clusters Score -4300706 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -4300711.000000 Penalty: 1025.390015
	Iteration 110Q: 3 clusters Score -4300711 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -4300720.000000 Penalty: 1025.390015
	Iteration 111Q: 3 clusters Score -4300720 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -4300723.500000 Penalty: 1025.390015
	Iteration 112Q: 3 clusters Score -4300724 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -4300729.500000 Penalty: 1025.390015
	Iteration 113Q: 3 clusters Score -4300730 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -4300739.500000 Penalty: 1025.390015
	Iteration 114Q: 3 clusters Score -4300740 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -4300730.500000 Penalty: 1025.390015
	Iteration 115Q: 3 clusters Score -4300730 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -4300731.500000 Penalty: 1025.390015
	Iteration 116Q: 3 clusters Score -4300732 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -4300718.000000 Penalty: 1025.390015
	Iteration 117Q: 3 clusters Score -4300718 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -4300730.500000 Penalty: 1025.390015
	Iteration 118Q: 3 clusters Score -4300730 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -4300728.000000 Penalty: 1025.390015
	Iteration 119Q: 3 clusters Score -4300728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -4300731.500000 Penalty: 1025.390015
	Iteration 120F: 3 clusters Score -4300732 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -4300734.500000 Penalty: 1025.390015
	Iteration 121Q: 3 clusters Score -4300734 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -4300745.000000 Penalty: 1025.390015
	Iteration 122Q: 3 clusters Score -4300745 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -4300742.000000 Penalty: 1025.390015
	Iteration 123Q: 3 clusters Score -4300742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -4300721.000000 Penalty: 1025.390015
	Iteration 124Q: 3 clusters Score -4300721 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -4300717.500000 Penalty: 1025.390015
	Iteration 125Q: 3 clusters Score -4300718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -4300710.000000 Penalty: 1025.390015
	Iteration 126Q: 3 clusters Score -4300710 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -4300713.000000 Penalty: 1025.390015
	Iteration 127Q: 3 clusters Score -4300713 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -4300707.000000 Penalty: 1025.390015
	Iteration 128Q: 3 clusters Score -4300707 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -4300704.000000 Penalty: 1025.390015
	Iteration 129Q: 3 clusters Score -4300704 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -4300702.500000 Penalty: 1025.390015
	Iteration 130Q: 3 clusters Score -4300702 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -4300700.000000 Penalty: 1025.390015
	Iteration 131Q: 3 clusters Score -4300700 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -4300686.500000 Penalty: 1025.390015
	Iteration 132Q: 3 clusters Score -4300686 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -4300676.000000 Penalty: 1025.390015
	Iteration 133Q: 3 clusters Score -4300676 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -4300671.000000 Penalty: 1025.390015
	Iteration 134Q: 3 clusters Score -4300671 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -4300675.500000 Penalty: 1025.390015
	Iteration 135Q: 3 clusters Score -4300676 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -4300672.000000 Penalty: 1025.390015
	Iteration 136Q: 3 clusters Score -4300672 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -4300694.000000 Penalty: 1025.390015
	Iteration 137Q: 3 clusters Score -4300694 nChanged 226
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Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -4300699.000000 Penalty: 1025.390015
	Iteration 138Q: 3 clusters Score -4300699 nChanged 230
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Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -4300709.500000 Penalty: 1025.390015
	Iteration 139Q: 3 clusters Score -4300710 nChanged 261
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Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -4300704.000000 Penalty: 1025.390015
	Iteration 140F: 3 clusters Score -4300704 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -4300697.500000 Penalty: 1025.390015
	Iteration 141Q: 3 clusters Score -4300698 nChanged 210
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Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4300698 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -4300713.500000 Penalty: 1025.390015
	Iteration 143Q: 3 clusters Score -4300714 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4300706 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4300689 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4300707 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4300692 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -4300719.500000 Penalty: 1025.390015
	Iteration 148Q: 3 clusters Score -4300720 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -4300724.000000 Penalty: 1025.390015
	Iteration 149Q: 3 clusters Score -4300724 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -4300732.000000 Penalty: 1025.390015
	Iteration 150Q: 3 clusters Score -4300732 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -4300714.500000 Penalty: 1025.390015
	Iteration 151Q: 3 clusters Score -4300714 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4300708 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -4300695.000000 Penalty: 1025.390015
	Iteration 153Q: 3 clusters Score -4300695 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4300673 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4300666 nChanged 321
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Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4300668 nChanged 376
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Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4300677 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -4300680.500000 Penalty: 1025.390015
	Iteration 158Q: 3 clusters Score -4300680 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -4300692.500000 Penalty: 1025.390015
	Iteration 159Q: 3 clusters Score -4300692 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -4300703.000000 Penalty: 1025.390015
	Iteration 160F: 3 clusters Score -4300703 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 54240 members 
Entering Unmasked Estep 
Score: -4300713.500000 Penalty: 1025.390015
	Iteration 161Q: 3 clusters Score -4300714 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -4300717.000000 Penalty: 1025.390015
	Iteration 162Q: 3 clusters Score -4300717 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -4300704.500000 Penalty: 1025.390015
	Iteration 163Q: 3 clusters Score -4300704 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -4300698.500000 Penalty: 1025.390015
	Iteration 164Q: 3 clusters Score -4300698 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -4300672.500000 Penalty: 1025.390015
	Iteration 165Q: 3 clusters Score -4300672 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4300672 nChanged 399
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 56339 members 
Entering Unmasked Estep 
Score: -4300706.500000 Penalty: 1025.390015
	Iteration 167Q: 3 clusters Score -4300706 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4300714 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -4300711.500000 Penalty: 1025.390015
	Iteration 169Q: 3 clusters Score -4300712 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -4300719.500000 Penalty: 1025.390015
	Iteration 170Q: 3 clusters Score -4300720 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -4300691.000000 Penalty: 1025.390015
	Iteration 171Q: 3 clusters Score -4300691 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -4300730.000000 Penalty: 1025.390015
	Iteration 172Q: 3 clusters Score -4300730 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -4300747.500000 Penalty: 1025.390015
	Iteration 173Q: 3 clusters Score -4300748 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -4300762.000000 Penalty: 1025.390015
	Iteration 174Q: 3 clusters Score -4300762 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -4300766.000000 Penalty: 1025.390015
	Iteration 175Q: 3 clusters Score -4300766 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -4300785.500000 Penalty: 1025.390015
	Iteration 176Q: 3 clusters Score -4300786 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4300764 nChanged 361
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -4300771.500000 Penalty: 1025.390015
	Iteration 178Q: 3 clusters Score -4300772 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -4300784.000000 Penalty: 1025.390015
	Iteration 179Q: 3 clusters Score -4300784 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -4300785.000000 Penalty: 1025.390015
	Iteration 180F: 3 clusters Score -4300785 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -4300794.500000 Penalty: 1025.390015
	Iteration 181Q: 3 clusters Score -4300794 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -4300797.500000 Penalty: 1025.390015
	Iteration 182Q: 3 clusters Score -4300798 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4300798 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 62702 members 
Entering Unmasked Estep 
Score: -4300800.000000 Penalty: 1025.390015
	Iteration 184Q: 3 clusters Score -4300800 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -4300803.500000 Penalty: 1025.390015
	Iteration 185Q: 3 clusters Score -4300804 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -4300809.000000 Penalty: 1025.390015
	Iteration 186Q: 3 clusters Score -4300809 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -4300839.500000 Penalty: 1025.390015
	Iteration 187Q: 3 clusters Score -4300840 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -4300859.000000 Penalty: 1025.390015
	Iteration 188Q: 3 clusters Score -4300859 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -4300842.500000 Penalty: 1025.390015
	Iteration 189Q: 3 clusters Score -4300842 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -4300859.000000 Penalty: 1025.390015
	Iteration 190Q: 3 clusters Score -4300859 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4300876 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -4300891.000000 Penalty: 1025.390015
	Iteration 192Q: 3 clusters Score -4300891 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4300927 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -4300949.500000 Penalty: 1025.390015
	Iteration 194Q: 3 clusters Score -4300950 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -4300977.500000 Penalty: 1025.390015
	Iteration 195Q: 3 clusters Score -4300978 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -4301002.000000 Penalty: 1025.390015
	Iteration 196Q: 3 clusters Score -4301002 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -4301047.000000 Penalty: 1025.390015
	Iteration 197Q: 3 clusters Score -4301047 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -4301060.500000 Penalty: 1025.390015
	Iteration 198Q: 3 clusters Score -4301060 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -4301085.000000 Penalty: 1025.390015
	Iteration 199Q: 3 clusters Score -4301085 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 67909 members 
Entering Unmasked Estep 
Score: -4301104.000000 Penalty: 1025.390015
	Iteration 200F: 3 clusters Score -4301104 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -4301113.000000 Penalty: 1025.390015
	Iteration 201Q: 3 clusters Score -4301113 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -4301117.000000 Penalty: 1025.390015
	Iteration 202Q: 3 clusters Score -4301117 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -4301126.000000 Penalty: 1025.390015
	Iteration 203Q: 3 clusters Score -4301126 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -4301130.000000 Penalty: 1025.390015
	Iteration 204Q: 3 clusters Score -4301130 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -4301156.500000 Penalty: 1025.390015
	Iteration 205Q: 3 clusters Score -4301156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -4301154.000000 Penalty: 1025.390015
	Iteration 206Q: 3 clusters Score -4301154 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -4301174.000000 Penalty: 1025.390015
	Iteration 207Q: 3 clusters Score -4301174 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -4301183.500000 Penalty: 1025.390015
	Iteration 208Q: 3 clusters Score -4301184 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -4301177.500000 Penalty: 1025.390015
	Iteration 209Q: 3 clusters Score -4301178 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -4301183.500000 Penalty: 1025.390015
	Iteration 210Q: 3 clusters Score -4301184 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
Score: -4301203.000000 Penalty: 1025.390015
	Iteration 211Q: 3 clusters Score -4301203 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -4301178.000000 Penalty: 1025.390015
	Iteration 212Q: 3 clusters Score -4301178 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -4301191.500000 Penalty: 1025.390015
	Iteration 213Q: 3 clusters Score -4301192 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -4301193.000000 Penalty: 1025.390015
	Iteration 214Q: 3 clusters Score -4301193 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -4301201.500000 Penalty: 1025.390015
	Iteration 215Q: 3 clusters Score -4301202 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -4301183.000000 Penalty: 1025.390015
	Iteration 216Q: 3 clusters Score -4301183 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 70904 members 
Entering Unmasked Estep 
Score: -4301188.500000 Penalty: 1025.390015
	Iteration 217Q: 3 clusters Score -4301188 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -4301200.000000 Penalty: 1025.390015
	Iteration 218Q: 3 clusters Score -4301200 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4301202 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -4301214.500000 Penalty: 1025.390015
	Iteration 220F: 3 clusters Score -4301214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -4301216.000000 Penalty: 1025.390015
	Iteration 221Q: 3 clusters Score -4301216 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -4301210.000000 Penalty: 1025.390015
	Iteration 222Q: 3 clusters Score -4301210 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -4301203.500000 Penalty: 1025.390015
	Iteration 223Q: 3 clusters Score -4301204 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -4301208.000000 Penalty: 1025.390015
	Iteration 224Q: 3 clusters Score -4301208 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -4301199.500000 Penalty: 1025.390015
	Iteration 225Q: 3 clusters Score -4301200 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -4301197.000000 Penalty: 1025.390015
	Iteration 226Q: 3 clusters Score -4301197 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4301194 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -4301207.500000 Penalty: 1025.390015
	Iteration 228Q: 3 clusters Score -4301208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4301208 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4301206 nChanged 113
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Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 72541 members 
Entering Unmasked Estep 
Score: -4301225.000000 Penalty: 1025.390015
	Iteration 231Q: 3 clusters Score -4301225 nChanged 113
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Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -4301209.500000 Penalty: 1025.390015
	Iteration 232Q: 3 clusters Score -4301210 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -4301214.500000 Penalty: 1025.390015
	Iteration 233Q: 3 clusters Score -4301214 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -4301226 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -4301219.500000 Penalty: 1025.390015
	Iteration 235Q: 3 clusters Score -4301220 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -4301227.000000 Penalty: 1025.390015
	Iteration 236Q: 3 clusters Score -4301227 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -4301211.500000 Penalty: 1025.390015
	Iteration 237Q: 3 clusters Score -4301212 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 73540 members 
Entering Unmasked Estep 
Score: -4301196.500000 Penalty: 1025.390015
	Iteration 238Q: 3 clusters Score -4301196 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -4301174.500000 Penalty: 1025.390015
	Iteration 239Q: 3 clusters Score -4301174 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -4301179.000000 Penalty: 1025.390015
	Iteration 240F: 3 clusters Score -4301179 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -4301168.000000 Penalty: 1025.390015
	Iteration 241Q: 3 clusters Score -4301168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -4301164.500000 Penalty: 1025.390015
	Iteration 242Q: 3 clusters Score -4301164 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -4301179 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -4301184.500000 Penalty: 1025.390015
	Iteration 244Q: 3 clusters Score -4301184 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 74558 members 
Entering Unmasked Estep 
Score: -4301188.500000 Penalty: 1025.390015
	Iteration 245Q: 3 clusters Score -4301188 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 74688 members 
Entering Unmasked Estep 
Score: -4301191.000000 Penalty: 1025.390015
	Iteration 246Q: 3 clusters Score -4301191 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 74813 members 
Entering Unmasked Estep 
Score: -4301183.500000 Penalty: 1025.390015
	Iteration 247Q: 3 clusters Score -4301184 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -4301186.000000 Penalty: 1025.390015
	Iteration 248Q: 3 clusters Score -4301186 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -4301190.000000 Penalty: 1025.390015
	Iteration 249Q: 3 clusters Score -4301190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -4301189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -4301188 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 75311 members 
Entering Unmasked Estep 
Score: -4301185.000000 Penalty: 1025.390015
	Iteration 252Q: 3 clusters Score -4301185 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -4301188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -4301196.500000 Penalty: 1025.390015
	Iteration 254Q: 3 clusters Score -4301196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -4301197.500000 Penalty: 1025.390015
	Iteration 255Q: 3 clusters Score -4301198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -4301204.000000 Penalty: 1025.390015
	Iteration 256Q: 3 clusters Score -4301204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -4301199.000000 Penalty: 1025.390015
	Iteration 257Q: 3 clusters Score -4301199 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -4301194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 75799 members 
Entering Unmasked Estep 
Score: -4301203.000000 Penalty: 1025.390015
	Iteration 259Q: 3 clusters Score -4301203 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -4301195.000000 Penalty: 1025.390015
	Iteration 260F: 3 clusters Score -4301195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -4301198.000000 Penalty: 1025.390015
	Iteration 261Q: 3 clusters Score -4301198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -4301203.500000 Penalty: 1025.390015
	Iteration 262Q: 3 clusters Score -4301204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -4301200.000000 Penalty: 1025.390015
	Iteration 263Q: 3 clusters Score -4301200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -4301203.000000 Penalty: 1025.390015
	Iteration 264Q: 3 clusters Score -4301203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -4301205.500000 Penalty: 1025.390015
	Iteration 265Q: 3 clusters Score -4301206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -4301217.000000 Penalty: 1025.390015
	Iteration 266Q: 3 clusters Score -4301217 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -4301211.000000 Penalty: 1025.390015
	Iteration 267Q: 3 clusters Score -4301211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -4301214.500000 Penalty: 1025.390015
	Iteration 268Q: 3 clusters Score -4301214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -4301199.500000 Penalty: 1025.390015
	Iteration 269Q: 3 clusters Score -4301200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -4301210.000000 Penalty: 1025.390015
	Iteration 270Q: 3 clusters Score -4301210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -4301216.000000 Penalty: 1025.390015
	Iteration 271Q: 3 clusters Score -4301216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 76359 members 
Entering Unmasked Estep 
Score: -4301223.500000 Penalty: 1025.390015
	Iteration 272Q: 3 clusters Score -4301224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -4301221.500000 Penalty: 1025.390015
	Iteration 273Q: 3 clusters Score -4301222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -4301232.000000 Penalty: 1025.390015
	Iteration 274Q: 3 clusters Score -4301232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -4301224.500000 Penalty: 1025.390015
	Iteration 275Q: 3 clusters Score -4301224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -4301228.000000 Penalty: 1025.390015
	Iteration 276Q: 3 clusters Score -4301228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -4301232.500000 Penalty: 1025.390015
	Iteration 277Q: 3 clusters Score -4301232 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -4301218.000000 Penalty: 1025.390015
	Iteration 278Q: 3 clusters Score -4301218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -4301217.000000 Penalty: 1025.390015
	Iteration 279Q: 3 clusters Score -4301217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -4301221.500000 Penalty: 1025.390015
	Iteration 280F: 3 clusters Score -4301222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -4301220.500000 Penalty: 1025.390015
	Iteration 281Q: 3 clusters Score -4301220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -4301225.000000 Penalty: 1025.390015
	Iteration 282Q: 3 clusters Score -4301225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -4301235.500000 Penalty: 1025.390015
	Iteration 283Q: 3 clusters Score -4301236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76742 members 
Entering Unmasked Estep 
Score: -4301238.500000 Penalty: 1025.390015
	Iteration 284Q: 3 clusters Score -4301238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -4301235.500000 Penalty: 1025.390015
	Iteration 285Q: 3 clusters Score -4301236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -4301235.500000 Penalty: 1025.390015
	Iteration 286Q: 3 clusters Score -4301236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -4301235 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -4301239.000000 Penalty: 1025.390015
	Iteration 288Q: 3 clusters Score -4301239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -4301248.000000 Penalty: 1025.390015
	Iteration 289Q: 3 clusters Score -4301248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -4301252.500000 Penalty: 1025.390015
	Iteration 290Q: 3 clusters Score -4301252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -4301262.000000 Penalty: 1025.390015
	Iteration 291Q: 3 clusters Score -4301262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -4301259.500000 Penalty: 1025.390015
	Iteration 292Q: 3 clusters Score -4301260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
Score: -4301262.500000 Penalty: 1025.390015
	Iteration 293Q: 3 clusters Score -4301262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 77041 members 
Entering Unmasked Estep 
Score: -4301256.500000 Penalty: 1025.390015
	Iteration 294Q: 3 clusters Score -4301256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 77055 members 
Entering Unmasked Estep 
Score: -4301261.500000 Penalty: 1025.390015
	Iteration 295Q: 3 clusters Score -4301262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -4301254.500000 Penalty: 1025.390015
	Iteration 296Q: 3 clusters Score -4301254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 77071 members 
Entering Unmasked Estep 
Score: -4301262.000000 Penalty: 1025.390015
	Iteration 297Q: 3 clusters Score -4301262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -4301257.500000 Penalty: 1025.390015
	Iteration 298Q: 3 clusters Score -4301258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -4301263.000000 Penalty: 1025.390015
	Iteration 299Q: 3 clusters Score -4301263 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -4301264.500000 Penalty: 1025.390015
	Iteration 300F: 3 clusters Score -4301264 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -4301284.000000 Penalty: 1025.390015
	Iteration 301Q: 3 clusters Score -4301284 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 77402 members 
Entering Unmasked Estep 
Score: -4301274.000000 Penalty: 1025.390015
	Iteration 302Q: 3 clusters Score -4301274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -4301284.500000 Penalty: 1025.390015
	Iteration 303Q: 3 clusters Score -4301284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -4301283.500000 Penalty: 1025.390015
	Iteration 304Q: 3 clusters Score -4301284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -4301289.000000 Penalty: 1025.390015
	Iteration 305Q: 3 clusters Score -4301289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 77413 members 
Entering Unmasked Estep 
Score: -4301291.500000 Penalty: 1025.390015
	Iteration 306Q: 3 clusters Score -4301292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -4301297.000000 Penalty: 1025.390015
	Iteration 307Q: 3 clusters Score -4301297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -4301303.000000 Penalty: 1025.390015
	Iteration 308Q: 3 clusters Score -4301303 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -4301302.000000 Penalty: 1025.390015
	Iteration 309Q: 3 clusters Score -4301302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 77572 members 
Entering Unmasked Estep 
Score: -4301303.500000 Penalty: 1025.390015
	Iteration 310Q: 3 clusters Score -4301304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -4301318.000000 Penalty: 1025.390015
	Iteration 311Q: 3 clusters Score -4301318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 77585 members 
Entering Unmasked Estep 
Score: -4301315.000000 Penalty: 1025.390015
	Iteration 312Q: 3 clusters Score -4301315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -4301316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 77652 members 
Entering Unmasked Estep 
Score: -4301320.500000 Penalty: 1025.390015
	Iteration 314Q: 3 clusters Score -4301320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 77666 members 
Entering Unmasked Estep 
Score: -4301321.000000 Penalty: 1025.390015
	Iteration 315Q: 3 clusters Score -4301321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -4301325.000000 Penalty: 1025.390015
	Iteration 316Q: 3 clusters Score -4301325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -4301314.500000 Penalty: 1025.390015
	Iteration 317Q: 3 clusters Score -4301314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -4301326.000000 Penalty: 1025.390015
	Iteration 318Q: 3 clusters Score -4301326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -4301329.500000 Penalty: 1025.390015
	Iteration 319Q: 3 clusters Score -4301330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -4301333.000000 Penalty: 1025.390015
	Iteration 320F: 3 clusters Score -4301333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -4301330.500000 Penalty: 1025.390015
	Iteration 321Q: 3 clusters Score -4301330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -4301331.000000 Penalty: 1025.390015
	Iteration 322Q: 3 clusters Score -4301331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -4301330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -4301325.500000 Penalty: 1025.390015
	Iteration 324Q: 3 clusters Score -4301326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 77692 members 
Entering Unmasked Estep 
Score: -4301332.500000 Penalty: 1025.390015
	Iteration 325Q: 3 clusters Score -4301332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -4301332.500000 Penalty: 1025.390015
	Iteration 326Q: 3 clusters Score -4301332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -4301334.000000 Penalty: 1025.390015
	Iteration 327Q: 3 clusters Score -4301334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -4301331.500000 Penalty: 1025.390015
	Iteration 328Q: 3 clusters Score -4301332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -4301328.500000 Penalty: 1025.390015
	Iteration 329Q: 3 clusters Score -4301328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -4301325.500000 Penalty: 1025.390015
	Iteration 330Q: 3 clusters Score -4301326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -4301326.500000 Penalty: 1025.390015
	Iteration 331Q: 3 clusters Score -4301326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -4301329.500000 Penalty: 1025.390015
	Iteration 332Q: 3 clusters Score -4301330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -4301321.500000 Penalty: 1025.390015
	Iteration 333Q: 3 clusters Score -4301322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -4301318.500000 Penalty: 1025.390015
	Iteration 334Q: 3 clusters Score -4301318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -4301304.500000 Penalty: 1025.390015
	Iteration 335Q: 3 clusters Score -4301304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -4301319.500000 Penalty: 1025.390015
	Iteration 336Q: 3 clusters Score -4301320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -4301331.500000 Penalty: 1025.390015
	Iteration 337Q: 3 clusters Score -4301332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -4301324.500000 Penalty: 1025.390015
	Iteration 338Q: 3 clusters Score -4301324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -4301323.000000 Penalty: 1025.390015
	Iteration 339Q: 3 clusters Score -4301323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -4301323.000000 Penalty: 1025.390015
	Iteration 340F: 3 clusters Score -4301323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -4301320.500000 Penalty: 1025.390015
	Iteration 341Q: 3 clusters Score -4301320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -4301326.000000 Penalty: 1025.390015
	Iteration 342Q: 3 clusters Score -4301326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -4301329.500000 Penalty: 1025.390015
	Iteration 343Q: 3 clusters Score -4301330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -4301325.500000 Penalty: 1025.390015
	Iteration 344Q: 3 clusters Score -4301326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -4301328.000000 Penalty: 1025.390015
	Iteration 345Q: 3 clusters Score -4301328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -4301336.500000 Penalty: 1025.390015
	Iteration 346Q: 3 clusters Score -4301336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -4301324.000000 Penalty: 1025.390015
	Iteration 347Q: 3 clusters Score -4301324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 77776 members 
Entering Unmasked Estep 
Score: -4301326.500000 Penalty: 1025.390015
	Iteration 348Q: 3 clusters Score -4301326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -4301314.500000 Penalty: 1025.390015
	Iteration 349Q: 3 clusters Score -4301314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 77837 members 
Entering Unmasked Estep 
Score: -4301316.500000 Penalty: 1025.390015
	Iteration 350Q: 3 clusters Score -4301316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -4301328.000000 Penalty: 1025.390015
	Iteration 351Q: 3 clusters Score -4301328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -4301320.000000 Penalty: 1025.390015
	Iteration 352Q: 3 clusters Score -4301320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -4301329.500000 Penalty: 1025.390015
	Iteration 353Q: 3 clusters Score -4301330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -4301332.000000 Penalty: 1025.390015
	Iteration 354Q: 3 clusters Score -4301332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -4301320.000000 Penalty: 1025.390015
	Iteration 355Q: 3 clusters Score -4301320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -4301333.500000 Penalty: 1025.390015
	Iteration 356Q: 3 clusters Score -4301334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 77851 members 
Entering Unmasked Estep 
Score: -4301338.000000 Penalty: 1025.390015
	Iteration 357Q: 3 clusters Score -4301338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 77853 members 
Entering Unmasked Estep 
Score: -4301337.500000 Penalty: 1025.390015
	Iteration 358Q: 3 clusters Score -4301338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -4301342.500000 Penalty: 1025.390015
	Iteration 359Q: 3 clusters Score -4301342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -4301342.000000 Penalty: 1025.390015
	Iteration 360F: 3 clusters Score -4301342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -4301340.500000 Penalty: 1025.390015
	Iteration 361Q: 3 clusters Score -4301340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 77859 members 
Entering Unmasked Estep 
Score: -4301328.000000 Penalty: 1025.390015
	Iteration 362Q: 3 clusters Score -4301328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -4301342.500000 Penalty: 1025.390015
	Iteration 363Q: 3 clusters Score -4301342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -4301337.500000 Penalty: 1025.390015
	Iteration 364Q: 3 clusters Score -4301338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -4301337.500000 Penalty: 1025.390015
	Iteration 365F: 3 clusters Score -4301338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -349892.156250 Penalty: 402.854797
	Iteration 0F: 2 clusters Score -349892.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -345189.437500 Penalty: 805.709595
	Iteration 0F: 3 clusters Score -345189.4 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -346928.125000 Penalty: 805.709595
	Iteration 1F: 3 clusters Score -346928.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -347031.937500 Penalty: 805.709595
	Iteration 2Q: 3 clusters Score -347031.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -347144.937500 Penalty: 805.709595
	Iteration 3Q: 3 clusters Score -347144.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -347280.281250 Penalty: 805.709595
	Iteration 4Q: 3 clusters Score -347280.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -347485.000000 Penalty: 805.709595
	Iteration 5Q: 3 clusters Score -347485 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -347791.437500 Penalty: 805.709595
	Iteration 6F: 3 clusters Score -347791.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -348187.343750 Penalty: 805.709595
	Iteration 7F: 3 clusters Score -348187.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -348553.218750 Penalty: 805.709595
	Iteration 8F: 3 clusters Score -348553.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -348840.562500 Penalty: 805.709595
	Iteration 9Q: 3 clusters Score -348840.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -349032.375000 Penalty: 805.709595
	Iteration 10Q: 3 clusters Score -349032.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -349173.062500 Penalty: 805.709595
	Iteration 11Q: 3 clusters Score -349173.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -349267.937500 Penalty: 805.709595
	Iteration 12Q: 3 clusters Score -349267.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -349329.812500 Penalty: 805.709595
	Iteration 13Q: 3 clusters Score -349329.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -349375.781250 Penalty: 805.709595
	Iteration 14Q: 3 clusters Score -349375.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -349409.968750 Penalty: 805.709595
	Iteration 15Q: 3 clusters Score -349410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -349439.875000 Penalty: 805.709595
	Iteration 16Q: 3 clusters Score -349439.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -349463.000000 Penalty: 805.709595
	Iteration 17Q: 3 clusters Score -349463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -349481.750000 Penalty: 805.709595
	Iteration 18Q: 3 clusters Score -349481.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -349499.031250 Penalty: 805.709595
	Iteration 19Q: 3 clusters Score -349499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -349510.156250 Penalty: 805.709595
	Iteration 20F: 3 clusters Score -349510.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -349516.218750 Penalty: 805.709595
	Iteration 21Q: 3 clusters Score -349516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -349521.875000 Penalty: 805.709595
	Iteration 22Q: 3 clusters Score -349521.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -349531.000000 Penalty: 805.709595
	Iteration 23Q: 3 clusters Score -349531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -349537.250000 Penalty: 805.709595
	Iteration 24Q: 3 clusters Score -349537.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -349542.218750 Penalty: 805.709595
	Iteration 25Q: 3 clusters Score -349542.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -349547.468750 Penalty: 805.709595
	Iteration 26Q: 3 clusters Score -349547.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -349553.968750 Penalty: 805.709595
	Iteration 27Q: 3 clusters Score -349554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -349559.562500 Penalty: 805.709595
	Iteration 28Q: 3 clusters Score -349559.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -349566.593750 Penalty: 805.709595
	Iteration 29Q: 3 clusters Score -349566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -349571.718750 Penalty: 805.709595
	Iteration 30Q: 3 clusters Score -349571.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -349575.875000 Penalty: 805.709595
	Iteration 31Q: 3 clusters Score -349575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -349577.312500 Penalty: 805.709595
	Iteration 32Q: 3 clusters Score -349577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -349578.093750 Penalty: 805.709595
	Iteration 33Q: 3 clusters Score -349578.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -349578.531250 Penalty: 805.709595
	Iteration 34Q: 3 clusters Score -349578.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -349580.906250 Penalty: 805.709595
	Iteration 35Q: 3 clusters Score -349580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -349582.406250 Penalty: 805.709595
	Iteration 36Q: 3 clusters Score -349582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -349582.406250 Penalty: 805.709595
	Iteration 37F: 3 clusters Score -349582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 28600 members 
Mstep: Class 3 contains 104347 members 
Mstep: Class 4 contains 15983 members 
Mstep: Class 5 contains 5231 members 
Mstep: Class 6 contains 13446 members 
Mstep: Class 7 contains 90019 members 
Mstep: Class 8 contains 9366 members 
Mstep: Class 9 contains 59887 members 
Mstep: Class 10 contains 44843 members 
Mstep: Class 11 contains 14478 members 
Mstep: Class 12 contains 163959 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 7466 members 
Mstep: Class 15 contains 12278 members 
Mstep: Class 16 contains 59049 members 
Mstep: Class 17 contains 1772 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 10561 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 22764 members 
Mstep: Class 22 contains 1014 members 
Mstep: Class 24 contains 20253 members 
Mstep: Class 25 contains 86104 members 
Mstep: Class 26 contains 1856 members 
Mstep: Class 27 contains 165471 members 
Mstep: Class 28 contains 120261 members 
Mstep: Class 29 contains 77886 members 
Mstep: Class 30 contains 1438 members 
Mstep: Class 31 contains 33838 members 
Mstep: Class 32 contains 44359 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 34 contains 1013 members 
Mstep: Class 35 contains 161590 members 
Mstep: Class 36 contains 81416 members 
Mstep: Class 37 contains 13655 members 
Mstep: Class 39 contains 112247 members 
Mstep: Class 40 contains 7824 members 
Mstep: Class 41 contains 19793 members 
Mstep: Class 42 contains 78278 members 
Mstep: Class 43 contains 7002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404128.000000 Penalty: 28756.324219
Iteration 319Q: 45 clusters Score -8.740413e+07 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 28553 members 
Mstep: Class 3 contains 104410 members 
Mstep: Class 4 contains 15722 members 
Mstep: Class 5 contains 5295 members 
Mstep: Class 6 contains 13465 members 
Mstep: Class 7 contains 90180 members 
Mstep: Class 8 contains 9314 members 
Mstep: Class 9 contains 60183 members 
Mstep: Class 10 contains 45319 members 
Mstep: Class 11 contains 14844 members 
Mstep: Class 12 contains 163842 members 
Mstep: Class 13 contains 986 members 
Mstep: Class 14 contains 7598 members 
Mstep: Class 15 contains 12260 members 
Mstep: Class 16 contains 59011 members 
Mstep: Class 17 contains 1766 members 
Mstep: Class 18 contains 1018 members 
Mstep: Class 19 contains 10393 members 
Mstep: Class 20 contains 2843 members 
Mstep: Class 21 contains 22840 members 
Mstep: Class 22 contains 1344 members 
Mstep: Class 23 contains 1072 members 
Mstep: Class 24 contains 20113 members 
Mstep: Class 25 contains 86198 members 
Mstep: Class 26 contains 1846 members 
Mstep: Class 27 contains 164447 members 
Mstep: Class 28 contains 120690 members 
Mstep: Class 29 contains 78087 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 33435 members 
Mstep: Class 32 contains 44001 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 34 contains 998 members 
Mstep: Class 35 contains 162120 members 
Mstep: Class 36 contains 81451 members 
Mstep: Class 37 contains 13660 members 
Mstep: Class 38 contains 2977 members 
Mstep: Class 39 contains 111769 members 
Mstep: Class 40 contains 7823 members 
Mstep: Class 41 contains 19815 members 
Mstep: Class 42 contains 78378 members 
Mstep: Class 43 contains 7008 members 
Mstep: Class 44 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406656.000000 Penalty: 28756.324219
Iteration 320F: 45 clusters Score -8.740666e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 104411 members 
Mstep: Class 4 contains 15469 members 
Mstep: Class 5 contains 5322 members 
Mstep: Class 6 contains 13477 members 
Mstep: Class 7 contains 90367 members 
Mstep: Class 8 contains 9259 members 
Mstep: Class 9 contains 60369 members 
Mstep: Class 10 contains 45619 members 
Mstep: Class 11 contains 15185 members 
Mstep: Class 12 contains 164562 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 7726 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 58951 members 
Mstep: Class 17 contains 1749 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 22914 members 
Mstep: Class 22 contains 1526 members 
Mstep: Class 23 contains 1255 members 
Mstep: Class 24 contains 20037 members 
Mstep: Class 25 contains 86320 members 
Mstep: Class 26 contains 1831 members 
Mstep: Class 27 contains 163073 members 
Mstep: Class 28 contains 120868 members 
Mstep: Class 29 contains 78247 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 33052 members 
Mstep: Class 32 contains 43647 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 983 members 
Mstep: Class 35 contains 162489 members 
Mstep: Class 36 contains 81457 members 
Mstep: Class 37 contains 13668 members 
Mstep: Class 38 contains 2950 members 
Mstep: Class 39 contains 111248 members 
Mstep: Class 40 contains 7824 members 
Mstep: Class 41 contains 19821 members 
Mstep: Class 42 contains 78432 members 
Mstep: Class 43 contains 7015 members 
Mstep: Class 44 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87407104.000000 Penalty: 28756.324219
Iteration 321Q: 45 clusters Score -8.74071e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 28374 members 
Mstep: Class 3 contains 104452 members 
Mstep: Class 4 contains 15201 members 
Mstep: Class 5 contains 5341 members 
Mstep: Class 6 contains 13496 members 
Mstep: Class 7 contains 90537 members 
Mstep: Class 8 contains 9174 members 
Mstep: Class 9 contains 60511 members 
Mstep: Class 10 contains 45950 members 
Mstep: Class 11 contains 15534 members 
Mstep: Class 12 contains 164735 members 
Mstep: Class 13 contains 1013 members 
Mstep: Class 14 contains 7838 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 58829 members 
Mstep: Class 17 contains 1719 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 10215 members 
Mstep: Class 20 contains 2870 members 
Mstep: Class 21 contains 22980 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 1401 members 
Mstep: Class 24 contains 19987 members 
Mstep: Class 25 contains 86515 members 
Mstep: Class 26 contains 1823 members 
Mstep: Class 27 contains 162105 members 
Mstep: Class 28 contains 121162 members 
Mstep: Class 29 contains 78463 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 32722 members 
Mstep: Class 32 contains 43328 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 162610 members 
Mstep: Class 36 contains 81413 members 
Mstep: Class 37 contains 13686 members 
Mstep: Class 38 contains 2966 members 
Mstep: Class 39 contains 110942 members 
Mstep: Class 40 contains 7829 members 
Mstep: Class 41 contains 19817 members 
Mstep: Class 42 contains 78454 members 
Mstep: Class 43 contains 7014 members 
Mstep: Class 44 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408288.000000 Penalty: 28756.324219
Iteration 322Q: 45 clusters Score -8.740829e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 28288 members 
Mstep: Class 3 contains 104469 members 
Mstep: Class 4 contains 14923 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 13504 members 
Mstep: Class 7 contains 90635 members 
Mstep: Class 8 contains 9091 members 
Mstep: Class 9 contains 60650 members 
Mstep: Class 10 contains 46234 members 
Mstep: Class 11 contains 15866 members 
Mstep: Class 12 contains 164740 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 14 contains 7953 members 
Mstep: Class 15 contains 12332 members 
Mstep: Class 16 contains 58756 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 1076 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 2880 members 
Mstep: Class 21 contains 23079 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 1550 members 
Mstep: Class 24 contains 19917 members 
Mstep: Class 25 contains 86631 members 
Mstep: Class 26 contains 1817 members 
Mstep: Class 27 contains 161312 members 
Mstep: Class 28 contains 121597 members 
Mstep: Class 29 contains 78626 members 
Mstep: Class 30 contains 1437 members 
Mstep: Class 31 contains 32449 members 
Mstep: Class 32 contains 43018 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 948 members 
Mstep: Class 35 contains 162670 members 
Mstep: Class 36 contains 81383 members 
Mstep: Class 37 contains 13698 members 
Mstep: Class 38 contains 2999 members 
Mstep: Class 39 contains 110643 members 
Mstep: Class 40 contains 7833 members 
Mstep: Class 41 contains 19834 members 
Mstep: Class 42 contains 78504 members 
Mstep: Class 43 contains 7010 members 
Mstep: Class 44 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409488.000000 Penalty: 28756.324219
Iteration 323Q: 45 clusters Score -8.740949e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 28195 members 
Mstep: Class 3 contains 104450 members 
Mstep: Class 4 contains 14647 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 13517 members 
Mstep: Class 7 contains 90690 members 
Mstep: Class 8 contains 9016 members 
Mstep: Class 9 contains 60742 members 
Mstep: Class 10 contains 46531 members 
Mstep: Class 11 contains 16197 members 
Mstep: Class 12 contains 164625 members 
Mstep: Class 13 contains 1056 members 
Mstep: Class 14 contains 8056 members 
Mstep: Class 15 contains 12362 members 
Mstep: Class 16 contains 58691 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 10110 members 
Mstep: Class 20 contains 2887 members 
Mstep: Class 21 contains 23160 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 1709 members 
Mstep: Class 24 contains 19843 members 
Mstep: Class 25 contains 86725 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 160654 members 
Mstep: Class 28 contains 122102 members 
Mstep: Class 29 contains 78795 members 
Mstep: Class 30 contains 1435 members 
Mstep: Class 31 contains 32257 members 
Mstep: Class 32 contains 42703 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 935 members 
Mstep: Class 35 contains 162721 members 
Mstep: Class 36 contains 81339 members 
Mstep: Class 37 contains 13711 members 
Mstep: Class 38 contains 3003 members 
Mstep: Class 39 contains 110356 members 
Mstep: Class 40 contains 7836 members 
Mstep: Class 41 contains 19847 members 
Mstep: Class 42 contains 78586 members 
Mstep: Class 43 contains 7005 members 
Mstep: Class 44 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410088.000000 Penalty: 28756.324219
Iteration 324Q: 45 clusters Score -8.741009e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 28118 members 
Mstep: Class 3 contains 104408 members 
Mstep: Class 4 contains 14352 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 13512 members 
Mstep: Class 7 contains 90699 members 
Mstep: Class 8 contains 8963 members 
Mstep: Class 9 contains 60822 members 
Mstep: Class 10 contains 46796 members 
Mstep: Class 11 contains 16555 members 
Mstep: Class 12 contains 164522 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 8165 members 
Mstep: Class 15 contains 12388 members 
Mstep: Class 16 contains 58654 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 1112 members 
Mstep: Class 19 contains 10066 members 
Mstep: Class 20 contains 2890 members 
Mstep: Class 21 contains 23217 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 1835 members 
Mstep: Class 24 contains 19781 members 
Mstep: Class 25 contains 86769 members 
Mstep: Class 26 contains 1806 members 
Mstep: Class 27 contains 160037 members 
Mstep: Class 28 contains 122576 members 
Mstep: Class 29 contains 78957 members 
Mstep: Class 30 contains 1434 members 
Mstep: Class 31 contains 32105 members 
Mstep: Class 32 contains 42427 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 934 members 
Mstep: Class 35 contains 162803 members 
Mstep: Class 36 contains 81338 members 
Mstep: Class 37 contains 13730 members 
Mstep: Class 38 contains 3019 members 
Mstep: Class 39 contains 110057 members 
Mstep: Class 40 contains 7846 members 
Mstep: Class 41 contains 19855 members 
Mstep: Class 42 contains 78639 members 
Mstep: Class 43 contains 6996 members 
Mstep: Class 44 contains 856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410328.000000 Penalty: 28756.324219
Iteration 325Q: 45 clusters Score -8.741033e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 28036 members 
Mstep: Class 3 contains 104353 members 
Mstep: Class 4 contains 14019 members 
Mstep: Class 5 contains 5344 members 
Mstep: Class 6 contains 13506 members 
Mstep: Class 7 contains 90776 members 
Mstep: Class 8 contains 8951 members 
Mstep: Class 9 contains 60869 members 
Mstep: Class 10 contains 47058 members 
Mstep: Class 11 contains 16903 members 
Mstep: Class 12 contains 164342 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 14 contains 8268 members 
Mstep: Class 15 contains 12407 members 
Mstep: Class 16 contains 58574 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 1125 members 
Mstep: Class 19 contains 10041 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 23246 members 
Mstep: Class 22 contains 2119 members 
Mstep: Class 23 contains 1949 members 
Mstep: Class 24 contains 19728 members 
Mstep: Class 25 contains 86822 members 
Mstep: Class 26 contains 1807 members 
Mstep: Class 27 contains 159475 members 
Mstep: Class 28 contains 123121 members 
Mstep: Class 29 contains 79159 members 
Mstep: Class 30 contains 1432 members 
Mstep: Class 31 contains 31982 members 
Mstep: Class 32 contains 42157 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 162896 members 
Mstep: Class 36 contains 81331 members 
Mstep: Class 37 contains 13752 members 
Mstep: Class 38 contains 3042 members 
Mstep: Class 39 contains 109737 members 
Mstep: Class 40 contains 7853 members 
Mstep: Class 41 contains 19866 members 
Mstep: Class 42 contains 78638 members 
Mstep: Class 43 contains 6984 members 
Mstep: Class 44 contains 857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410888.000000 Penalty: 28756.324219
Iteration 326Q: 45 clusters Score -8.741089e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 27933 members 
Mstep: Class 3 contains 104317 members 
Mstep: Class 4 contains 13693 members 
Mstep: Class 5 contains 5337 members 
Mstep: Class 6 contains 13526 members 
Mstep: Class 7 contains 90837 members 
Mstep: Class 8 contains 8945 members 
Mstep: Class 9 contains 60901 members 
Mstep: Class 10 contains 47292 members 
Mstep: Class 11 contains 17221 members 
Mstep: Class 12 contains 164186 members 
Mstep: Class 13 contains 1105 members 
Mstep: Class 14 contains 8383 members 
Mstep: Class 15 contains 12426 members 
Mstep: Class 16 contains 58512 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 1134 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 23262 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 19671 members 
Mstep: Class 25 contains 86807 members 
Mstep: Class 26 contains 1805 members 
Mstep: Class 27 contains 158963 members 
Mstep: Class 28 contains 123661 members 
Mstep: Class 29 contains 79338 members 
Mstep: Class 30 contains 1434 members 
Mstep: Class 31 contains 31880 members 
Mstep: Class 32 contains 41892 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 163009 members 
Mstep: Class 36 contains 81348 members 
Mstep: Class 37 contains 13779 members 
Mstep: Class 38 contains 3069 members 
Mstep: Class 39 contains 109361 members 
Mstep: Class 40 contains 7864 members 
Mstep: Class 41 contains 19887 members 
Mstep: Class 42 contains 78668 members 
Mstep: Class 43 contains 6977 members 
Mstep: Class 44 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411944.000000 Penalty: 28756.324219
Iteration 327Q: 45 clusters Score -8.741194e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 27836 members 
Mstep: Class 3 contains 104247 members 
Mstep: Class 4 contains 13361 members 
Mstep: Class 5 contains 5353 members 
Mstep: Class 6 contains 13537 members 
Mstep: Class 7 contains 90831 members 
Mstep: Class 8 contains 8961 members 
Mstep: Class 9 contains 60915 members 
Mstep: Class 10 contains 47496 members 
Mstep: Class 11 contains 17514 members 
Mstep: Class 12 contains 164136 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 8492 members 
Mstep: Class 15 contains 12444 members 
Mstep: Class 16 contains 58460 members 
Mstep: Class 17 contains 1699 members 
Mstep: Class 18 contains 1130 members 
Mstep: Class 19 contains 10010 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 21 contains 23256 members 
Mstep: Class 22 contains 2266 members 
Mstep: Class 23 contains 2202 members 
Mstep: Class 24 contains 19629 members 
Mstep: Class 25 contains 86799 members 
Mstep: Class 26 contains 1802 members 
Mstep: Class 27 contains 158455 members 
Mstep: Class 28 contains 124205 members 
Mstep: Class 29 contains 79505 members 
Mstep: Class 30 contains 1436 members 
Mstep: Class 31 contains 31784 members 
Mstep: Class 32 contains 41576 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 163139 members 
Mstep: Class 36 contains 81396 members 
Mstep: Class 37 contains 13821 members 
Mstep: Class 38 contains 3105 members 
Mstep: Class 39 contains 108942 members 
Mstep: Class 40 contains 7874 members 
Mstep: Class 41 contains 19905 members 
Mstep: Class 42 contains 78758 members 
Mstep: Class 43 contains 6965 members 
Mstep: Class 44 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412376.000000 Penalty: 28756.324219
Iteration 328Q: 45 clusters Score -8.741238e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 27731 members 
Mstep: Class 3 contains 104165 members 
Mstep: Class 4 contains 13015 members 
Mstep: Class 5 contains 5367 members 
Mstep: Class 6 contains 13530 members 
Mstep: Class 7 contains 90816 members 
Mstep: Class 8 contains 8983 members 
Mstep: Class 9 contains 60931 members 
Mstep: Class 10 contains 47693 members 
Mstep: Class 11 contains 17800 members 
Mstep: Class 12 contains 164061 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 12472 members 
Mstep: Class 16 contains 58419 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 1124 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 23253 members 
Mstep: Class 22 contains 2335 members 
Mstep: Class 23 contains 2341 members 
Mstep: Class 24 contains 19606 members 
Mstep: Class 25 contains 86767 members 
Mstep: Class 26 contains 1796 members 
Mstep: Class 27 contains 157987 members 
Mstep: Class 28 contains 124719 members 
Mstep: Class 29 contains 79660 members 
Mstep: Class 30 contains 1434 members 
Mstep: Class 31 contains 31742 members 
Mstep: Class 32 contains 41298 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 911 members 
Mstep: Class 35 contains 163285 members 
Mstep: Class 36 contains 81471 members 
Mstep: Class 37 contains 13855 members 
Mstep: Class 38 contains 3131 members 
Mstep: Class 39 contains 108510 members 
Mstep: Class 40 contains 7884 members 
Mstep: Class 41 contains 19929 members 
Mstep: Class 42 contains 78826 members 
Mstep: Class 43 contains 6960 members 
Mstep: Class 44 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413016.000000 Penalty: 28756.324219
Iteration 329Q: 45 clusters Score -8.741302e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 27655 members 
Mstep: Class 3 contains 104064 members 
Mstep: Class 4 contains 12688 members 
Mstep: Class 5 contains 5384 members 
Mstep: Class 6 contains 13536 members 
Mstep: Class 7 contains 90809 members 
Mstep: Class 8 contains 8979 members 
Mstep: Class 9 contains 60942 members 
Mstep: Class 10 contains 47847 members 
Mstep: Class 11 contains 18041 members 
Mstep: Class 12 contains 163962 members 
Mstep: Class 13 contains 1155 members 
Mstep: Class 14 contains 8711 members 
Mstep: Class 15 contains 12499 members 
Mstep: Class 16 contains 58367 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 1127 members 
Mstep: Class 19 contains 9997 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 23270 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 2478 members 
Mstep: Class 24 contains 19604 members 
Mstep: Class 25 contains 86722 members 
Mstep: Class 26 contains 1793 members 
Mstep: Class 27 contains 157657 members 
Mstep: Class 28 contains 125193 members 
Mstep: Class 29 contains 79831 members 
Mstep: Class 30 contains 1433 members 
Mstep: Class 31 contains 31716 members 
Mstep: Class 32 contains 41007 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 897 members 
Mstep: Class 35 contains 163383 members 
Mstep: Class 36 contains 81561 members 
Mstep: Class 37 contains 13890 members 
Mstep: Class 38 contains 3159 members 
Mstep: Class 39 contains 108093 members 
Mstep: Class 40 contains 7885 members 
Mstep: Class 41 contains 19953 members 
Mstep: Class 42 contains 78877 members 
Mstep: Class 43 contains 6951 members 
Mstep: Class 44 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413608.000000 Penalty: 28756.324219
Iteration 330Q: 45 clusters Score -8.741361e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 27565 members 
Mstep: Class 3 contains 103970 members 
Mstep: Class 4 contains 12360 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 13531 members 
Mstep: Class 7 contains 90814 members 
Mstep: Class 8 contains 8973 members 
Mstep: Class 9 contains 60961 members 
Mstep: Class 10 contains 47971 members 
Mstep: Class 11 contains 18271 members 
Mstep: Class 12 contains 163921 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 8833 members 
Mstep: Class 15 contains 12522 members 
Mstep: Class 16 contains 58317 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 9978 members 
Mstep: Class 20 contains 2918 members 
Mstep: Class 21 contains 23314 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 2613 members 
Mstep: Class 24 contains 19595 members 
Mstep: Class 25 contains 86666 members 
Mstep: Class 26 contains 1789 members 
Mstep: Class 27 contains 157360 members 
Mstep: Class 28 contains 125625 members 
Mstep: Class 29 contains 79990 members 
Mstep: Class 30 contains 1431 members 
Mstep: Class 31 contains 31708 members 
Mstep: Class 32 contains 40717 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 163454 members 
Mstep: Class 36 contains 81653 members 
Mstep: Class 37 contains 13938 members 
Mstep: Class 38 contains 3231 members 
Mstep: Class 39 contains 107673 members 
Mstep: Class 40 contains 7883 members 
Mstep: Class 41 contains 20002 members 
Mstep: Class 42 contains 78920 members 
Mstep: Class 43 contains 6938 members 
Mstep: Class 44 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413936.000000 Penalty: 28756.324219
Iteration 331Q: 45 clusters Score -8.741394e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 27480 members 
Mstep: Class 3 contains 103853 members 
Mstep: Class 4 contains 12065 members 
Mstep: Class 5 contains 5401 members 
Mstep: Class 6 contains 13531 members 
Mstep: Class 7 contains 90808 members 
Mstep: Class 8 contains 8977 members 
Mstep: Class 9 contains 60934 members 
Mstep: Class 10 contains 48093 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 163910 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 8936 members 
Mstep: Class 15 contains 12530 members 
Mstep: Class 16 contains 58258 members 
Mstep: Class 17 contains 1705 members 
Mstep: Class 18 contains 1126 members 
Mstep: Class 19 contains 9954 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 23343 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 2743 members 
Mstep: Class 24 contains 19579 members 
Mstep: Class 25 contains 86703 members 
Mstep: Class 26 contains 1786 members 
Mstep: Class 27 contains 157110 members 
Mstep: Class 28 contains 126064 members 
Mstep: Class 29 contains 80186 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 31708 members 
Mstep: Class 32 contains 40395 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 869 members 
Mstep: Class 35 contains 163576 members 
Mstep: Class 36 contains 81649 members 
Mstep: Class 37 contains 13990 members 
Mstep: Class 38 contains 3296 members 
Mstep: Class 39 contains 107231 members 
Mstep: Class 40 contains 7886 members 
Mstep: Class 41 contains 20027 members 
Mstep: Class 42 contains 78973 members 
Mstep: Class 43 contains 6917 members 
Mstep: Class 44 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87414168.000000 Penalty: 28756.324219
Iteration 332Q: 45 clusters Score -8.741417e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 27379 members 
Mstep: Class 3 contains 103773 members 
Mstep: Class 4 contains 11767 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 13536 members 
Mstep: Class 7 contains 90831 members 
Mstep: Class 8 contains 8984 members 
Mstep: Class 9 contains 60894 members 
Mstep: Class 10 contains 48194 members 
Mstep: Class 11 contains 18646 members 
Mstep: Class 12 contains 163858 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 12550 members 
Mstep: Class 16 contains 58219 members 
Mstep: Class 17 contains 1705 members 
Mstep: Class 18 contains 1123 members 
Mstep: Class 19 contains 9947 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 23362 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 19570 members 
Mstep: Class 25 contains 86686 members 
Mstep: Class 26 contains 1780 members 
Mstep: Class 27 contains 156862 members 
Mstep: Class 28 contains 126464 members 
Mstep: Class 29 contains 80375 members 
Mstep: Class 30 contains 1432 members 
Mstep: Class 31 contains 31717 members 
Mstep: Class 32 contains 40122 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 863 members 
Mstep: Class 35 contains 163704 members 
Mstep: Class 36 contains 81694 members 
Mstep: Class 37 contains 14036 members 
Mstep: Class 38 contains 3392 members 
Mstep: Class 39 contains 106792 members 
Mstep: Class 40 contains 7879 members 
Mstep: Class 41 contains 20073 members 
Mstep: Class 42 contains 78990 members 
Mstep: Class 43 contains 6907 members 
Mstep: Class 44 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87414624.000000 Penalty: 28756.324219
Iteration 333Q: 45 clusters Score -8.741462e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 27295 members 
Mstep: Class 3 contains 103695 members 
Mstep: Class 4 contains 11456 members 
Mstep: Class 5 contains 5435 members 
Mstep: Class 6 contains 13532 members 
Mstep: Class 7 contains 90875 members 
Mstep: Class 8 contains 8990 members 
Mstep: Class 9 contains 60816 members 
Mstep: Class 10 contains 48253 members 
Mstep: Class 11 contains 18794 members 
Mstep: Class 12 contains 163907 members 
Mstep: Class 13 contains 1210 members 
Mstep: Class 14 contains 9141 members 
Mstep: Class 15 contains 12578 members 
Mstep: Class 16 contains 58163 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 1117 members 
Mstep: Class 19 contains 9940 members 
Mstep: Class 20 contains 2915 members 
Mstep: Class 21 contains 23379 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 2976 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 86706 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 156631 members 
Mstep: Class 28 contains 126841 members 
Mstep: Class 29 contains 80589 members 
Mstep: Class 30 contains 1430 members 
Mstep: Class 31 contains 31773 members 
Mstep: Class 32 contains 39866 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 852 members 
Mstep: Class 35 contains 163772 members 
Mstep: Class 36 contains 81686 members 
Mstep: Class 37 contains 14067 members 
Mstep: Class 38 contains 3488 members 
Mstep: Class 39 contains 106394 members 
Mstep: Class 40 contains 7874 members 
Mstep: Class 41 contains 20108 members 
Mstep: Class 42 contains 78983 members 
Mstep: Class 43 contains 6900 members 
Mstep: Class 44 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87415280.000000 Penalty: 28756.324219
Iteration 334Q: 45 clusters Score -8.741528e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 103625 members 
Mstep: Class 4 contains 11141 members 
Mstep: Class 5 contains 5442 members 
Mstep: Class 6 contains 13532 members 
Mstep: Class 7 contains 90894 members 
Mstep: Class 8 contains 8984 members 
Mstep: Class 9 contains 60742 members 
Mstep: Class 10 contains 48307 members 
Mstep: Class 11 contains 18930 members 
Mstep: Class 12 contains 163966 members 
Mstep: Class 13 contains 1219 members 
Mstep: Class 14 contains 9257 members 
Mstep: Class 15 contains 12599 members 
Mstep: Class 16 contains 58145 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 18 contains 1120 members 
Mstep: Class 19 contains 9929 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 23399 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 3068 members 
Mstep: Class 24 contains 19563 members 
Mstep: Class 25 contains 86698 members 
Mstep: Class 26 contains 1766 members 
Mstep: Class 27 contains 156463 members 
Mstep: Class 28 contains 127198 members 
Mstep: Class 29 contains 80784 members 
Mstep: Class 30 contains 1427 members 
Mstep: Class 31 contains 31846 members 
Mstep: Class 32 contains 39610 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 829 members 
Mstep: Class 35 contains 163790 members 
Mstep: Class 36 contains 81712 members 
Mstep: Class 37 contains 14083 members 
Mstep: Class 38 contains 3594 members 
Mstep: Class 39 contains 106002 members 
Mstep: Class 40 contains 7871 members 
Mstep: Class 41 contains 20138 members 
Mstep: Class 42 contains 78993 members 
Mstep: Class 43 contains 6891 members 
Mstep: Class 44 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87415648.000000 Penalty: 28756.324219
Iteration 335Q: 45 clusters Score -8.741565e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 27161 members 
Mstep: Class 3 contains 103548 members 
Mstep: Class 4 contains 10877 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 13516 members 
Mstep: Class 7 contains 90899 members 
Mstep: Class 8 contains 8965 members 
Mstep: Class 9 contains 60671 members 
Mstep: Class 10 contains 48339 members 
Mstep: Class 11 contains 19054 members 
Mstep: Class 12 contains 163956 members 
Mstep: Class 13 contains 1230 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 12621 members 
Mstep: Class 16 contains 58128 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 1124 members 
Mstep: Class 19 contains 9921 members 
Mstep: Class 20 contains 2925 members 
Mstep: Class 21 contains 23420 members 
Mstep: Class 22 contains 2652 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 19581 members 
Mstep: Class 25 contains 86642 members 
Mstep: Class 26 contains 1757 members 
Mstep: Class 27 contains 156356 members 
Mstep: Class 28 contains 127552 members 
Mstep: Class 29 contains 80980 members 
Mstep: Class 30 contains 1423 members 
Mstep: Class 31 contains 31960 members 
Mstep: Class 32 contains 39366 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 163784 members 
Mstep: Class 36 contains 81744 members 
Mstep: Class 37 contains 14089 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 105656 members 
Mstep: Class 40 contains 7868 members 
Mstep: Class 41 contains 20171 members 
Mstep: Class 42 contains 79005 members 
Mstep: Class 43 contains 6885 members 
Mstep: Class 44 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87415872.000000 Penalty: 28756.324219
Iteration 336Q: 45 clusters Score -8.741587e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 27082 members 
Mstep: Class 3 contains 103460 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 13505 members 
Mstep: Class 7 contains 90940 members 
Mstep: Class 8 contains 8943 members 
Mstep: Class 9 contains 60594 members 
Mstep: Class 10 contains 48381 members 
Mstep: Class 11 contains 19190 members 
Mstep: Class 12 contains 163904 members 
Mstep: Class 13 contains 1235 members 
Mstep: Class 14 contains 9445 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 58107 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 9910 members 
Mstep: Class 20 contains 2929 members 
Mstep: Class 21 contains 23446 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 3244 members 
Mstep: Class 24 contains 19576 members 
Mstep: Class 25 contains 86639 members 
Mstep: Class 26 contains 1754 members 
Mstep: Class 27 contains 156286 members 
Mstep: Class 28 contains 127920 members 
Mstep: Class 29 contains 81190 members 
Mstep: Class 30 contains 1419 members 
Mstep: Class 31 contains 32090 members 
Mstep: Class 32 contains 39122 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 801 members 
Mstep: Class 35 contains 163821 members 
Mstep: Class 36 contains 81717 members 
Mstep: Class 37 contains 14116 members 
Mstep: Class 38 contains 3753 members 
Mstep: Class 39 contains 105325 members 
Mstep: Class 40 contains 7868 members 
Mstep: Class 41 contains 20201 members 
Mstep: Class 42 contains 78990 members 
Mstep: Class 43 contains 6866 members 
Mstep: Class 44 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416176.000000 Penalty: 28756.324219
Iteration 337Q: 45 clusters Score -8.741618e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 27019 members 
Mstep: Class 3 contains 103393 members 
Mstep: Class 4 contains 10355 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 13504 members 
Mstep: Class 7 contains 90913 members 
Mstep: Class 8 contains 8916 members 
Mstep: Class 9 contains 60498 members 
Mstep: Class 10 contains 48405 members 
Mstep: Class 11 contains 19286 members 
Mstep: Class 12 contains 163896 members 
Mstep: Class 13 contains 1241 members 
Mstep: Class 14 contains 9555 members 
Mstep: Class 15 contains 12668 members 
Mstep: Class 16 contains 58078 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 1130 members 
Mstep: Class 19 contains 9899 members 
Mstep: Class 20 contains 2932 members 
Mstep: Class 21 contains 23476 members 
Mstep: Class 22 contains 2697 members 
Mstep: Class 23 contains 3319 members 
Mstep: Class 24 contains 19571 members 
Mstep: Class 25 contains 86615 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 156263 members 
Mstep: Class 28 contains 128285 members 
Mstep: Class 29 contains 81391 members 
Mstep: Class 30 contains 1419 members 
Mstep: Class 31 contains 32232 members 
Mstep: Class 32 contains 38864 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 788 members 
Mstep: Class 35 contains 163866 members 
Mstep: Class 36 contains 81705 members 
Mstep: Class 37 contains 14140 members 
Mstep: Class 38 contains 3799 members 
Mstep: Class 39 contains 104989 members 
Mstep: Class 40 contains 7867 members 
Mstep: Class 41 contains 20257 members 
Mstep: Class 42 contains 79039 members 
Mstep: Class 43 contains 6851 members 
Mstep: Class 44 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416480.000000 Penalty: 28756.324219
Iteration 338Q: 45 clusters Score -8.741648e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 26951 members 
Mstep: Class 3 contains 103304 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 5 contains 5484 members 
Mstep: Class 6 contains 13521 members 
Mstep: Class 7 contains 90916 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 60394 members 
Mstep: Class 10 contains 48389 members 
Mstep: Class 11 contains 19381 members 
Mstep: Class 12 contains 163880 members 
Mstep: Class 13 contains 1250 members 
Mstep: Class 14 contains 9665 members 
Mstep: Class 15 contains 12679 members 
Mstep: Class 16 contains 58037 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 1134 members 
Mstep: Class 19 contains 9884 members 
Mstep: Class 20 contains 2932 members 
Mstep: Class 21 contains 23509 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 3390 members 
Mstep: Class 24 contains 19562 members 
Mstep: Class 25 contains 86603 members 
Mstep: Class 26 contains 1750 members 
Mstep: Class 27 contains 156294 members 
Mstep: Class 28 contains 128698 members 
Mstep: Class 29 contains 81600 members 
Mstep: Class 30 contains 1420 members 
Mstep: Class 31 contains 32379 members 
Mstep: Class 32 contains 38640 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 773 members 
Mstep: Class 35 contains 163873 members 
Mstep: Class 36 contains 81656 members 
Mstep: Class 37 contains 14161 members 
Mstep: Class 38 contains 3830 members 
Mstep: Class 39 contains 104665 members 
Mstep: Class 40 contains 7876 members 
Mstep: Class 41 contains 20281 members 
Mstep: Class 42 contains 79067 members 
Mstep: Class 43 contains 6832 members 
Mstep: Class 44 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416424.000000 Penalty: 28756.324219
Iteration 339Q: 45 clusters Score -8.741642e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 26865 members 
Mstep: Class 3 contains 103237 members 
Mstep: Class 4 contains 9833 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 13539 members 
Mstep: Class 7 contains 90879 members 
Mstep: Class 8 contains 8888 members 
Mstep: Class 9 contains 60300 members 
Mstep: Class 10 contains 48377 members 
Mstep: Class 11 contains 19467 members 
Mstep: Class 12 contains 163909 members 
Mstep: Class 13 contains 1262 members 
Mstep: Class 14 contains 9757 members 
Mstep: Class 15 contains 12696 members 
Mstep: Class 16 contains 58006 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 1133 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 20 contains 2928 members 
Mstep: Class 21 contains 23547 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 3447 members 
Mstep: Class 24 contains 19541 members 
Mstep: Class 25 contains 86602 members 
Mstep: Class 26 contains 1750 members 
Mstep: Class 27 contains 156339 members 
Mstep: Class 28 contains 129139 members 
Mstep: Class 29 contains 81784 members 
Mstep: Class 30 contains 1419 members 
Mstep: Class 31 contains 32513 members 
Mstep: Class 32 contains 38414 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 766 members 
Mstep: Class 35 contains 163876 members 
Mstep: Class 36 contains 81603 members 
Mstep: Class 37 contains 14173 members 
Mstep: Class 38 contains 3876 members 
Mstep: Class 39 contains 104330 members 
Mstep: Class 40 contains 7885 members 
Mstep: Class 41 contains 20311 members 
Mstep: Class 42 contains 79106 members 
Mstep: Class 43 contains 6819 members 
Mstep: Class 44 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416640.000000 Penalty: 28756.324219
Iteration 340F: 45 clusters Score -8.741664e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 26817 members 
Mstep: Class 3 contains 103125 members 
Mstep: Class 4 contains 9574 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 13546 members 
Mstep: Class 7 contains 90807 members 
Mstep: Class 8 contains 8878 members 
Mstep: Class 9 contains 60211 members 
Mstep: Class 10 contains 48334 members 
Mstep: Class 11 contains 19524 members 
Mstep: Class 12 contains 163977 members 
Mstep: Class 13 contains 1265 members 
Mstep: Class 14 contains 9848 members 
Mstep: Class 15 contains 12713 members 
Mstep: Class 16 contains 57965 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 1133 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 2924 members 
Mstep: Class 21 contains 23583 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 3648 members 
Mstep: Class 24 contains 19530 members 
Mstep: Class 25 contains 86633 members 
Mstep: Class 26 contains 1750 members 
Mstep: Class 27 contains 156306 members 
Mstep: Class 28 contains 129533 members 
Mstep: Class 29 contains 81948 members 
Mstep: Class 30 contains 1417 members 
Mstep: Class 31 contains 32646 members 
Mstep: Class 32 contains 38225 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 761 members 
Mstep: Class 35 contains 163852 members 
Mstep: Class 36 contains 81559 members 
Mstep: Class 37 contains 14194 members 
Mstep: Class 38 contains 3966 members 
Mstep: Class 39 contains 104033 members 
Mstep: Class 40 contains 7884 members 
Mstep: Class 41 contains 20333 members 
Mstep: Class 42 contains 79086 members 
Mstep: Class 43 contains 6807 members 
Mstep: Class 44 contains 868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417168.000000 Penalty: 28756.324219
Iteration 341Q: 45 clusters Score -8.741717e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 26775 members 
Mstep: Class 3 contains 102994 members 
Mstep: Class 4 contains 9323 members 
Mstep: Class 5 contains 5492 members 
Mstep: Class 6 contains 13570 members 
Mstep: Class 7 contains 90725 members 
Mstep: Class 8 contains 8866 members 
Mstep: Class 9 contains 60105 members 
Mstep: Class 10 contains 48282 members 
Mstep: Class 11 contains 19583 members 
Mstep: Class 12 contains 164030 members 
Mstep: Class 13 contains 1265 members 
Mstep: Class 14 contains 9921 members 
Mstep: Class 15 contains 12724 members 
Mstep: Class 16 contains 57906 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 1138 members 
Mstep: Class 19 contains 9853 members 
Mstep: Class 20 contains 2921 members 
Mstep: Class 21 contains 23639 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 3851 members 
Mstep: Class 24 contains 19531 members 
Mstep: Class 25 contains 86687 members 
Mstep: Class 26 contains 1748 members 
Mstep: Class 27 contains 156306 members 
Mstep: Class 28 contains 129902 members 
Mstep: Class 29 contains 82126 members 
Mstep: Class 30 contains 1415 members 
Mstep: Class 31 contains 32766 members 
Mstep: Class 32 contains 38007 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 745 members 
Mstep: Class 35 contains 163842 members 
Mstep: Class 36 contains 81471 members 
Mstep: Class 37 contains 14211 members 
Mstep: Class 38 contains 4073 members 
Mstep: Class 39 contains 103787 members 
Mstep: Class 40 contains 7889 members 
Mstep: Class 41 contains 20354 members 
Mstep: Class 42 contains 79093 members 
Mstep: Class 43 contains 6800 members 
Mstep: Class 44 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417152.000000 Penalty: 28756.324219
Iteration 342Q: 45 clusters Score -8.741715e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 26700 members 
Mstep: Class 3 contains 102850 members 
Mstep: Class 4 contains 9073 members 
Mstep: Class 5 contains 5493 members 
Mstep: Class 6 contains 13577 members 
Mstep: Class 7 contains 90659 members 
Mstep: Class 8 contains 8865 members 
Mstep: Class 9 contains 59978 members 
Mstep: Class 10 contains 48243 members 
Mstep: Class 11 contains 19640 members 
Mstep: Class 12 contains 164090 members 
Mstep: Class 13 contains 1269 members 
Mstep: Class 14 contains 9976 members 
Mstep: Class 15 contains 12744 members 
Mstep: Class 16 contains 57864 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 1135 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 23677 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 4056 members 
Mstep: Class 24 contains 19535 members 
Mstep: Class 25 contains 86766 members 
Mstep: Class 26 contains 1746 members 
Mstep: Class 27 contains 156333 members 
Mstep: Class 28 contains 130330 members 
Mstep: Class 29 contains 82322 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 32863 members 
Mstep: Class 32 contains 37807 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 721 members 
Mstep: Class 35 contains 163814 members 
Mstep: Class 36 contains 81339 members 
Mstep: Class 37 contains 14231 members 
Mstep: Class 38 contains 4182 members 
Mstep: Class 39 contains 103578 members 
Mstep: Class 40 contains 7894 members 
Mstep: Class 41 contains 20367 members 
Mstep: Class 42 contains 79052 members 
Mstep: Class 43 contains 6791 members 
Mstep: Class 44 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417264.000000 Penalty: 28756.324219
Iteration 343Q: 45 clusters Score -8.741726e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 26648 members 
Mstep: Class 3 contains 102719 members 
Mstep: Class 4 contains 8811 members 
Mstep: Class 5 contains 5496 members 
Mstep: Class 6 contains 13571 members 
Mstep: Class 7 contains 90627 members 
Mstep: Class 8 contains 8870 members 
Mstep: Class 9 contains 59841 members 
Mstep: Class 10 contains 48147 members 
Mstep: Class 11 contains 19704 members 
Mstep: Class 12 contains 164114 members 
Mstep: Class 13 contains 1271 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 12761 members 
Mstep: Class 16 contains 57824 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 1130 members 
Mstep: Class 19 contains 9850 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 23721 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 19535 members 
Mstep: Class 25 contains 86788 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 156407 members 
Mstep: Class 28 contains 130748 members 
Mstep: Class 29 contains 82511 members 
Mstep: Class 30 contains 1412 members 
Mstep: Class 31 contains 32946 members 
Mstep: Class 32 contains 37574 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 690 members 
Mstep: Class 35 contains 163808 members 
Mstep: Class 36 contains 81224 members 
Mstep: Class 37 contains 14260 members 
Mstep: Class 38 contains 4302 members 
Mstep: Class 39 contains 103385 members 
Mstep: Class 40 contains 7898 members 
Mstep: Class 41 contains 20380 members 
Mstep: Class 42 contains 79030 members 
Mstep: Class 43 contains 6776 members 
Mstep: Class 44 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417272.000000 Penalty: 28756.324219
Iteration 344Q: 45 clusters Score -8.741727e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 26596 members 
Mstep: Class 3 contains 102602 members 
Mstep: Class 4 contains 8555 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 13570 members 
Mstep: Class 7 contains 90633 members 
Mstep: Class 8 contains 8872 members 
Mstep: Class 9 contains 59672 members 
Mstep: Class 10 contains 48063 members 
Mstep: Class 11 contains 19757 members 
Mstep: Class 12 contains 164158 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 10143 members 
Mstep: Class 15 contains 12782 members 
Mstep: Class 16 contains 57788 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 1129 members 
Mstep: Class 19 contains 9852 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 23773 members 
Mstep: Class 22 contains 2769 members 
Mstep: Class 23 contains 4442 members 
Mstep: Class 24 contains 19519 members 
Mstep: Class 25 contains 86802 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 156483 members 
Mstep: Class 28 contains 131158 members 
Mstep: Class 29 contains 82704 members 
Mstep: Class 30 contains 1416 members 
Mstep: Class 31 contains 33037 members 
Mstep: Class 32 contains 37335 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 670 members 
Mstep: Class 35 contains 163770 members 
Mstep: Class 36 contains 81092 members 
Mstep: Class 37 contains 14291 members 
Mstep: Class 38 contains 4419 members 
Mstep: Class 39 contains 103163 members 
Mstep: Class 40 contains 7896 members 
Mstep: Class 41 contains 20395 members 
Mstep: Class 42 contains 79010 members 
Mstep: Class 43 contains 6759 members 
Mstep: Class 44 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417272.000000 Penalty: 28756.324219
Iteration 345Q: 45 clusters Score -8.741727e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 26554 members 
Mstep: Class 3 contains 102486 members 
Mstep: Class 4 contains 8337 members 
Mstep: Class 5 contains 5517 members 
Mstep: Class 6 contains 13570 members 
Mstep: Class 7 contains 90541 members 
Mstep: Class 8 contains 8880 members 
Mstep: Class 9 contains 59480 members 
Mstep: Class 10 contains 47984 members 
Mstep: Class 11 contains 19817 members 
Mstep: Class 12 contains 164219 members 
Mstep: Class 13 contains 1272 members 
Mstep: Class 14 contains 10231 members 
Mstep: Class 15 contains 12796 members 
Mstep: Class 16 contains 57773 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 1129 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 23820 members 
Mstep: Class 22 contains 2776 members 
Mstep: Class 23 contains 4638 members 
Mstep: Class 24 contains 19508 members 
Mstep: Class 25 contains 86750 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 156588 members 
Mstep: Class 28 contains 131594 members 
Mstep: Class 29 contains 82874 members 
Mstep: Class 30 contains 1420 members 
Mstep: Class 31 contains 33127 members 
Mstep: Class 32 contains 37093 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 657 members 
Mstep: Class 35 contains 163697 members 
Mstep: Class 36 contains 80988 members 
Mstep: Class 37 contains 14324 members 
Mstep: Class 38 contains 4527 members 
Mstep: Class 39 contains 102919 members 
Mstep: Class 40 contains 7905 members 
Mstep: Class 41 contains 20397 members 
Mstep: Class 42 contains 79080 members 
Mstep: Class 43 contains 6750 members 
Mstep: Class 44 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417280.000000 Penalty: 28756.324219
Iteration 346Q: 45 clusters Score -8.741728e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 26529 members 
Mstep: Class 3 contains 102377 members 
Mstep: Class 4 contains 8127 members 
Mstep: Class 5 contains 5521 members 
Mstep: Class 6 contains 13563 members 
Mstep: Class 7 contains 90435 members 
Mstep: Class 8 contains 8890 members 
Mstep: Class 9 contains 59310 members 
Mstep: Class 10 contains 47893 members 
Mstep: Class 11 contains 19871 members 
Mstep: Class 12 contains 164311 members 
Mstep: Class 13 contains 1274 members 
Mstep: Class 14 contains 10322 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 57746 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 1127 members 
Mstep: Class 19 contains 9840 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 23873 members 
Mstep: Class 22 contains 2788 members 
Mstep: Class 23 contains 4807 members 
Mstep: Class 24 contains 19473 members 
Mstep: Class 25 contains 86712 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 156718 members 
Mstep: Class 28 contains 131954 members 
Mstep: Class 29 contains 83069 members 
Mstep: Class 30 contains 1420 members 
Mstep: Class 31 contains 33202 members 
Mstep: Class 32 contains 36836 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 163638 members 
Mstep: Class 36 contains 80869 members 
Mstep: Class 37 contains 14364 members 
Mstep: Class 38 contains 4612 members 
Mstep: Class 39 contains 102720 members 
Mstep: Class 40 contains 7923 members 
Mstep: Class 41 contains 20382 members 
Mstep: Class 42 contains 79171 members 
Mstep: Class 43 contains 6739 members 
Mstep: Class 44 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417456.000000 Penalty: 28756.324219
Iteration 347Q: 45 clusters Score -8.741746e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 26491 members 
Mstep: Class 3 contains 102264 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 13572 members 
Mstep: Class 7 contains 90381 members 
Mstep: Class 8 contains 8891 members 
Mstep: Class 9 contains 59136 members 
Mstep: Class 10 contains 47793 members 
Mstep: Class 11 contains 19913 members 
Mstep: Class 12 contains 164363 members 
Mstep: Class 13 contains 1276 members 
Mstep: Class 14 contains 10404 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 57729 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 9817 members 
Mstep: Class 20 contains 2903 members 
Mstep: Class 21 contains 23934 members 
Mstep: Class 22 contains 2792 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 86618 members 
Mstep: Class 26 contains 1748 members 
Mstep: Class 27 contains 156909 members 
Mstep: Class 28 contains 132303 members 
Mstep: Class 29 contains 83255 members 
Mstep: Class 30 contains 1420 members 
Mstep: Class 31 contains 33228 members 
Mstep: Class 32 contains 36616 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 635 members 
Mstep: Class 35 contains 163594 members 
Mstep: Class 36 contains 80822 members 
Mstep: Class 37 contains 14404 members 
Mstep: Class 38 contains 4687 members 
Mstep: Class 39 contains 102552 members 
Mstep: Class 40 contains 7928 members 
Mstep: Class 41 contains 20374 members 
Mstep: Class 42 contains 79161 members 
Mstep: Class 43 contains 6728 members 
Mstep: Class 44 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417688.000000 Penalty: 28756.324219
Iteration 348Q: 45 clusters Score -8.741769e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 26455 members 
Mstep: Class 3 contains 102186 members 
Mstep: Class 4 contains 7848 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 13588 members 
Mstep: Class 7 contains 90337 members 
Mstep: Class 8 contains 8882 members 
Mstep: Class 9 contains 58984 members 
Mstep: Class 10 contains 47704 members 
Mstep: Class 11 contains 19966 members 
Mstep: Class 12 contains 164385 members 
Mstep: Class 13 contains 1278 members 
Mstep: Class 14 contains 10498 members 
Mstep: Class 15 contains 12834 members 
Mstep: Class 16 contains 57716 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 1134 members 
Mstep: Class 19 contains 9805 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 23987 members 
Mstep: Class 22 contains 2797 members 
Mstep: Class 23 contains 5181 members 
Mstep: Class 24 contains 19407 members 
Mstep: Class 25 contains 86516 members 
Mstep: Class 26 contains 1748 members 
Mstep: Class 27 contains 157100 members 
Mstep: Class 28 contains 132557 members 
Mstep: Class 29 contains 83450 members 
Mstep: Class 30 contains 1424 members 
Mstep: Class 31 contains 33254 members 
Mstep: Class 32 contains 36390 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 613 members 
Mstep: Class 35 contains 163553 members 
Mstep: Class 36 contains 80764 members 
Mstep: Class 37 contains 14433 members 
Mstep: Class 38 contains 4750 members 
Mstep: Class 39 contains 102380 members 
Mstep: Class 40 contains 7931 members 
Mstep: Class 41 contains 20352 members 
Mstep: Class 42 contains 79170 members 
Mstep: Class 43 contains 6721 members 
Mstep: Class 44 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417768.000000 Penalty: 28756.324219
Iteration 349Q: 45 clusters Score -8.741777e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 26411 members 
Mstep: Class 3 contains 102114 members 
Mstep: Class 4 contains 7700 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 13601 members 
Mstep: Class 7 contains 90299 members 
Mstep: Class 8 contains 8877 members 
Mstep: Class 9 contains 58833 members 
Mstep: Class 10 contains 47642 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 164412 members 
Mstep: Class 13 contains 1280 members 
Mstep: Class 14 contains 10574 members 
Mstep: Class 15 contains 12842 members 
Mstep: Class 16 contains 57703 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 1134 members 
Mstep: Class 19 contains 9791 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 24028 members 
Mstep: Class 22 contains 2802 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 19398 members 
Mstep: Class 25 contains 86423 members 
Mstep: Class 26 contains 1748 members 
Mstep: Class 27 contains 157267 members 
Mstep: Class 28 contains 132802 members 
Mstep: Class 29 contains 83657 members 
Mstep: Class 30 contains 1431 members 
Mstep: Class 31 contains 33283 members 
Mstep: Class 32 contains 36136 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 163503 members 
Mstep: Class 36 contains 80729 members 
Mstep: Class 37 contains 14454 members 
Mstep: Class 38 contains 4799 members 
Mstep: Class 39 contains 102222 members 
Mstep: Class 40 contains 7929 members 
Mstep: Class 41 contains 20318 members 
Mstep: Class 42 contains 79205 members 
Mstep: Class 43 contains 6713 members 
Mstep: Class 44 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417784.000000 Penalty: 28756.324219
Iteration 350Q: 45 clusters Score -8.741778e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 26382 members 
Mstep: Class 3 contains 102014 members 
Mstep: Class 4 contains 7555 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 13621 members 
Mstep: Class 7 contains 90203 members 
Mstep: Class 8 contains 8877 members 
Mstep: Class 9 contains 58661 members 
Mstep: Class 10 contains 47554 members 
Mstep: Class 11 contains 20057 members 
Mstep: Class 12 contains 164460 members 
Mstep: Class 13 contains 1283 members 
Mstep: Class 14 contains 10658 members 
Mstep: Class 15 contains 12849 members 
Mstep: Class 16 contains 57674 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1132 members 
Mstep: Class 19 contains 9778 members 
Mstep: Class 20 contains 2896 members 
Mstep: Class 21 contains 24084 members 
Mstep: Class 22 contains 2802 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 19389 members 
Mstep: Class 25 contains 86343 members 
Mstep: Class 26 contains 1747 members 
Mstep: Class 27 contains 157435 members 
Mstep: Class 28 contains 133060 members 
Mstep: Class 29 contains 83802 members 
Mstep: Class 30 contains 1439 members 
Mstep: Class 31 contains 33304 members 
Mstep: Class 32 contains 35869 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 586 members 
Mstep: Class 35 contains 163464 members 
Mstep: Class 36 contains 80756 members 
Mstep: Class 37 contains 14470 members 
Mstep: Class 38 contains 4853 members 
Mstep: Class 39 contains 102095 members 
Mstep: Class 40 contains 7926 members 
Mstep: Class 41 contains 20279 members 
Mstep: Class 42 contains 79279 members 
Mstep: Class 43 contains 6705 members 
Mstep: Class 44 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417384.000000 Penalty: 28756.324219
Iteration 351Q: 45 clusters Score -8.741738e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 26350 members 
Mstep: Class 3 contains 101925 members 
Mstep: Class 4 contains 7408 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 13637 members 
Mstep: Class 7 contains 90115 members 
Mstep: Class 8 contains 8881 members 
Mstep: Class 9 contains 58498 members 
Mstep: Class 10 contains 47493 members 
Mstep: Class 11 contains 20096 members 
Mstep: Class 12 contains 164519 members 
Mstep: Class 13 contains 1292 members 
Mstep: Class 14 contains 10720 members 
Mstep: Class 15 contains 12859 members 
Mstep: Class 16 contains 57651 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1130 members 
Mstep: Class 19 contains 9755 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 24141 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 5726 members 
Mstep: Class 24 contains 19383 members 
Mstep: Class 25 contains 86268 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 157639 members 
Mstep: Class 28 contains 133347 members 
Mstep: Class 29 contains 83943 members 
Mstep: Class 30 contains 1447 members 
Mstep: Class 31 contains 33319 members 
Mstep: Class 32 contains 35580 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 574 members 
Mstep: Class 35 contains 163406 members 
Mstep: Class 36 contains 80765 members 
Mstep: Class 37 contains 14481 members 
Mstep: Class 38 contains 4906 members 
Mstep: Class 39 contains 101941 members 
Mstep: Class 40 contains 7919 members 
Mstep: Class 41 contains 20259 members 
Mstep: Class 42 contains 79344 members 
Mstep: Class 43 contains 6695 members 
Mstep: Class 44 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417240.000000 Penalty: 28756.324219
Iteration 352Q: 45 clusters Score -8.741724e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 26326 members 
Mstep: Class 3 contains 101851 members 
Mstep: Class 4 contains 7255 members 
Mstep: Class 5 contains 5506 members 
Mstep: Class 6 contains 13655 members 
Mstep: Class 7 contains 90051 members 
Mstep: Class 8 contains 8884 members 
Mstep: Class 9 contains 58333 members 
Mstep: Class 10 contains 47434 members 
Mstep: Class 11 contains 20141 members 
Mstep: Class 12 contains 164554 members 
Mstep: Class 13 contains 1294 members 
Mstep: Class 14 contains 10789 members 
Mstep: Class 15 contains 12867 members 
Mstep: Class 16 contains 57620 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 1130 members 
Mstep: Class 19 contains 9725 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 24186 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 5921 members 
Mstep: Class 24 contains 19368 members 
Mstep: Class 25 contains 86184 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 157824 members 
Mstep: Class 28 contains 133605 members 
Mstep: Class 29 contains 84066 members 
Mstep: Class 30 contains 1451 members 
Mstep: Class 31 contains 33326 members 
Mstep: Class 32 contains 35301 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 567 members 
Mstep: Class 35 contains 163358 members 
Mstep: Class 36 contains 80786 members 
Mstep: Class 37 contains 14492 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 101833 members 
Mstep: Class 40 contains 7910 members 
Mstep: Class 41 contains 20235 members 
Mstep: Class 42 contains 79400 members 
Mstep: Class 43 contains 6688 members 
Mstep: Class 44 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417072.000000 Penalty: 28756.324219
Iteration 353Q: 45 clusters Score -8.741707e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 26310 members 
Mstep: Class 3 contains 101796 members 
Mstep: Class 4 contains 7102 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 13670 members 
Mstep: Class 7 contains 89959 members 
Mstep: Class 8 contains 8889 members 
Mstep: Class 9 contains 58202 members 
Mstep: Class 10 contains 47397 members 
Mstep: Class 11 contains 20173 members 
Mstep: Class 12 contains 164614 members 
Mstep: Class 13 contains 1296 members 
Mstep: Class 14 contains 10881 members 
Mstep: Class 15 contains 12870 members 
Mstep: Class 16 contains 57598 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 9698 members 
Mstep: Class 20 contains 2894 members 
Mstep: Class 21 contains 24232 members 
Mstep: Class 22 contains 2812 members 
Mstep: Class 23 contains 6095 members 
Mstep: Class 24 contains 19352 members 
Mstep: Class 25 contains 86035 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 157982 members 
Mstep: Class 28 contains 133819 members 
Mstep: Class 29 contains 84209 members 
Mstep: Class 30 contains 1449 members 
Mstep: Class 31 contains 33332 members 
Mstep: Class 32 contains 35041 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 565 members 
Mstep: Class 35 contains 163305 members 
Mstep: Class 36 contains 80783 members 
Mstep: Class 37 contains 14498 members 
Mstep: Class 38 contains 5009 members 
Mstep: Class 39 contains 101750 members 
Mstep: Class 40 contains 7914 members 
Mstep: Class 41 contains 20209 members 
Mstep: Class 42 contains 79477 members 
Mstep: Class 43 contains 6685 members 
Mstep: Class 44 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417200.000000 Penalty: 28756.324219
Iteration 354Q: 45 clusters Score -8.74172e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 26271 members 
Mstep: Class 3 contains 101750 members 
Mstep: Class 4 contains 6960 members 
Mstep: Class 5 contains 5506 members 
Mstep: Class 6 contains 13679 members 
Mstep: Class 7 contains 89906 members 
Mstep: Class 8 contains 8892 members 
Mstep: Class 9 contains 58056 members 
Mstep: Class 10 contains 47370 members 
Mstep: Class 11 contains 20194 members 
Mstep: Class 12 contains 164651 members 
Mstep: Class 13 contains 1300 members 
Mstep: Class 14 contains 10969 members 
Mstep: Class 15 contains 12872 members 
Mstep: Class 16 contains 57563 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 1126 members 
Mstep: Class 19 contains 9662 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 24283 members 
Mstep: Class 22 contains 2817 members 
Mstep: Class 23 contains 6255 members 
Mstep: Class 24 contains 19325 members 
Mstep: Class 25 contains 85933 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 158127 members 
Mstep: Class 28 contains 134061 members 
Mstep: Class 29 contains 84343 members 
Mstep: Class 30 contains 1451 members 
Mstep: Class 31 contains 33334 members 
Mstep: Class 32 contains 34809 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 560 members 
Mstep: Class 35 contains 163272 members 
Mstep: Class 36 contains 80762 members 
Mstep: Class 37 contains 14498 members 
Mstep: Class 38 contains 5041 members 
Mstep: Class 39 contains 101690 members 
Mstep: Class 40 contains 7917 members 
Mstep: Class 41 contains 20183 members 
Mstep: Class 42 contains 79541 members 
Mstep: Class 43 contains 6681 members 
Mstep: Class 44 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417360.000000 Penalty: 28756.324219
Iteration 355Q: 45 clusters Score -8.741736e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 26247 members 
Mstep: Class 3 contains 101708 members 
Mstep: Class 4 contains 6824 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 13688 members 
Mstep: Class 7 contains 89848 members 
Mstep: Class 8 contains 8892 members 
Mstep: Class 9 contains 57926 members 
Mstep: Class 10 contains 47360 members 
Mstep: Class 11 contains 20226 members 
Mstep: Class 12 contains 164679 members 
Mstep: Class 13 contains 1307 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 12875 members 
Mstep: Class 16 contains 57517 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1122 members 
Mstep: Class 19 contains 9656 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 24339 members 
Mstep: Class 22 contains 2825 members 
Mstep: Class 23 contains 6430 members 
Mstep: Class 24 contains 19302 members 
Mstep: Class 25 contains 85814 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 158280 members 
Mstep: Class 28 contains 134283 members 
Mstep: Class 29 contains 84457 members 
Mstep: Class 30 contains 1451 members 
Mstep: Class 31 contains 33327 members 
Mstep: Class 32 contains 34572 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 552 members 
Mstep: Class 35 contains 163217 members 
Mstep: Class 36 contains 80758 members 
Mstep: Class 37 contains 14493 members 
Mstep: Class 38 contains 5074 members 
Mstep: Class 39 contains 101600 members 
Mstep: Class 40 contains 7919 members 
Mstep: Class 41 contains 20152 members 
Mstep: Class 42 contains 79622 members 
Mstep: Class 43 contains 6679 members 
Mstep: Class 44 contains 873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417200.000000 Penalty: 28756.324219
Iteration 356Q: 45 clusters Score -8.74172e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 26221 members 
Mstep: Class 3 contains 101677 members 
Mstep: Class 4 contains 6689 members 
Mstep: Class 5 contains 5509 members 
Mstep: Class 6 contains 13693 members 
Mstep: Class 7 contains 89813 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 57803 members 
Mstep: Class 10 contains 47335 members 
Mstep: Class 11 contains 20245 members 
Mstep: Class 12 contains 164689 members 
Mstep: Class 13 contains 1310 members 
Mstep: Class 14 contains 11139 members 
Mstep: Class 15 contains 12876 members 
Mstep: Class 16 contains 57458 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 1121 members 
Mstep: Class 19 contains 9643 members 
Mstep: Class 20 contains 2889 members 
Mstep: Class 21 contains 24368 members 
Mstep: Class 22 contains 2830 members 
Mstep: Class 23 contains 6605 members 
Mstep: Class 24 contains 19263 members 
Mstep: Class 25 contains 85719 members 
Mstep: Class 26 contains 1742 members 
Mstep: Class 27 contains 158441 members 
Mstep: Class 28 contains 134490 members 
Mstep: Class 29 contains 84571 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 33323 members 
Mstep: Class 32 contains 34327 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 537 members 
Mstep: Class 35 contains 163183 members 
Mstep: Class 36 contains 80760 members 
Mstep: Class 37 contains 14490 members 
Mstep: Class 38 contains 5116 members 
Mstep: Class 39 contains 101503 members 
Mstep: Class 40 contains 7919 members 
Mstep: Class 41 contains 20135 members 
Mstep: Class 42 contains 79725 members 
Mstep: Class 43 contains 6677 members 
Mstep: Class 44 contains 871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417456.000000 Penalty: 28756.324219
Iteration 357Q: 45 clusters Score -8.741746e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 26196 members 
Mstep: Class 3 contains 101664 members 
Mstep: Class 4 contains 6561 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 13700 members 
Mstep: Class 7 contains 89777 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 57706 members 
Mstep: Class 10 contains 47330 members 
Mstep: Class 11 contains 20271 members 
Mstep: Class 12 contains 164678 members 
Mstep: Class 13 contains 1313 members 
Mstep: Class 14 contains 11230 members 
Mstep: Class 15 contains 12877 members 
Mstep: Class 16 contains 57404 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 1118 members 
Mstep: Class 19 contains 9635 members 
Mstep: Class 20 contains 2884 members 
Mstep: Class 21 contains 24389 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 6784 members 
Mstep: Class 24 contains 19227 members 
Mstep: Class 25 contains 85634 members 
Mstep: Class 26 contains 1740 members 
Mstep: Class 27 contains 158571 members 
Mstep: Class 28 contains 134617 members 
Mstep: Class 29 contains 84707 members 
Mstep: Class 30 contains 1455 members 
Mstep: Class 31 contains 33315 members 
Mstep: Class 32 contains 34072 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 533 members 
Mstep: Class 35 contains 163137 members 
Mstep: Class 36 contains 80734 members 
Mstep: Class 37 contains 14491 members 
Mstep: Class 38 contains 5153 members 
Mstep: Class 39 contains 101451 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 20111 members 
Mstep: Class 42 contains 79843 members 
Mstep: Class 43 contains 6671 members 
Mstep: Class 44 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417584.000000 Penalty: 28756.324219
Iteration 358Q: 45 clusters Score -8.741758e+07 nChanged 2730
Entering ConstructFrom: 
Score: -87417584.000000 Penalty: 28756.324219
Entering ConstructFrom: 
Trying to split cluster 1 (21484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Entering Unmasked Estep 
Score: -1188415.000000 Penalty: 453.865387
	Iteration 0F: 2 clusters Score -1188415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1174071.500000 Penalty: 907.730774
	Iteration 0F: 3 clusters Score -1174072 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1179777.250000 Penalty: 907.730774
	Iteration 1F: 3 clusters Score -1179777 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1179983.875000 Penalty: 907.730774
	Iteration 2Q: 3 clusters Score -1179984 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1180258.500000 Penalty: 907.730774
	Iteration 3Q: 3 clusters Score -1180258 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1180693.125000 Penalty: 907.730774
	Iteration 4Q: 3 clusters Score -1180693 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1181427.000000 Penalty: 907.730774
	Iteration 5F: 3 clusters Score -1181427 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1182655.625000 Penalty: 907.730774
	Iteration 6F: 3 clusters Score -1182656 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -1184460.750000 Penalty: 907.730774
	Iteration 7F: 3 clusters Score -1184461 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1186318.500000 Penalty: 907.730774
	Iteration 8F: 3 clusters Score -1186318 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -1187455.500000 Penalty: 907.730774
	Iteration 9Q: 3 clusters Score -1187456 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -1187860.500000 Penalty: 907.730774
	Iteration 10Q: 3 clusters Score -1187860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -1187967.500000 Penalty: 907.730774
	Iteration 11Q: 3 clusters Score -1187968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -1187993.250000 Penalty: 907.730774
	Iteration 12Q: 3 clusters Score -1187993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -1188005.125000 Penalty: 907.730774
	Iteration 13Q: 3 clusters Score -1188005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -1188010.750000 Penalty: 907.730774
	Iteration 14Q: 3 clusters Score -1188011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -1188018.000000 Penalty: 907.730774
	Iteration 15Q: 3 clusters Score -1188018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -1188024.250000 Penalty: 907.730774
	Iteration 16Q: 3 clusters Score -1188024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -1188026.125000 Penalty: 907.730774
	Iteration 17Q: 3 clusters Score -1188026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -1188028.000000 Penalty: 907.730774
	Iteration 18Q: 3 clusters Score -1188028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -1188031.375000 Penalty: 907.730774
	Iteration 19Q: 3 clusters Score -1188031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -1188035.250000 Penalty: 907.730774
	Iteration 20F: 3 clusters Score -1188035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -1188039.750000 Penalty: 907.730774
	Iteration 21Q: 3 clusters Score -1188040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -1188041.625000 Penalty: 907.730774
	Iteration 22Q: 3 clusters Score -1188042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -1188041.625000 Penalty: 907.730774
	Iteration 23F: 3 clusters Score -1188042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Entering Unmasked Estep 
Score: -1479459.625000 Penalty: 462.849731
	Iteration 0F: 2 clusters Score -1479460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1461912.250000 Penalty: 925.699463
	Iteration 0F: 3 clusters Score -1461912 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1469305.250000 Penalty: 925.699463
	Iteration 1F: 3 clusters Score -1469305 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1469714.500000 Penalty: 925.699463
	Iteration 2Q: 3 clusters Score -1469714 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1470209.875000 Penalty: 925.699463
	Iteration 3Q: 3 clusters Score -1470210 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1470870.500000 Penalty: 925.699463
	Iteration 4Q: 3 clusters Score -1470870 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -1471908.125000 Penalty: 925.699463
	Iteration 5F: 3 clusters Score -1471908 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -1473312.125000 Penalty: 925.699463
	Iteration 6F: 3 clusters Score -1473312 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -1474891.375000 Penalty: 925.699463
	Iteration 7F: 3 clusters Score -1474891 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -1476428.750000 Penalty: 925.699463
	Iteration 8F: 3 clusters Score -1476429 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -1477625.625000 Penalty: 925.699463
	Iteration 9F: 3 clusters Score -1477626 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -1478400.125000 Penalty: 925.699463
	Iteration 10Q: 3 clusters Score -1478400 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -1478769.750000 Penalty: 925.699463
	Iteration 11Q: 3 clusters Score -1478770 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -1478921.375000 Penalty: 925.699463
	Iteration 12Q: 3 clusters Score -1478921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -1478983.750000 Penalty: 925.699463
	Iteration 13Q: 3 clusters Score -1478984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -1479011.375000 Penalty: 925.699463
	Iteration 14Q: 3 clusters Score -1479011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -1479040.125000 Penalty: 925.699463
	Iteration 15Q: 3 clusters Score -1479040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -1479058.250000 Penalty: 925.699463
	Iteration 16Q: 3 clusters Score -1479058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -1479066.000000 Penalty: 925.699463
	Iteration 17Q: 3 clusters Score -1479066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -1479074.125000 Penalty: 925.699463
	Iteration 18Q: 3 clusters Score -1479074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -1479079.625000 Penalty: 925.699463
	Iteration 19Q: 3 clusters Score -1479080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -1479079.625000 Penalty: 925.699463
	Iteration 20F: 3 clusters Score -1479080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Entering Unmasked Estep 
Score: -5349036.500000 Penalty: 524.588562
	Iteration 0F: 2 clusters Score -5349036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -5280999.000000 Penalty: 1049.177124
	Iteration 0F: 3 clusters Score -5280999 nChanged 49738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -5311857.500000 Penalty: 1049.177124
	Iteration 1F: 3 clusters Score -5311858 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -5313840.500000 Penalty: 1049.177124
	Iteration 2Q: 3 clusters Score -5313840 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -5316873.500000 Penalty: 1049.177124
	Iteration 3F: 3 clusters Score -5316874 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -5321465.000000 Penalty: 1049.177124
	Iteration 4F: 3 clusters Score -5321465 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 74191 members 
Entering Unmasked Estep 
Score: -5327551.000000 Penalty: 1049.177124
	Iteration 5F: 3 clusters Score -5327551 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -5333968.500000 Penalty: 1049.177124
	Iteration 6F: 3 clusters Score -5333968 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 84396 members 
Entering Unmasked Estep 
Score: -5338718.000000 Penalty: 1049.177124
	Iteration 7F: 3 clusters Score -5338718 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -5341306.000000 Penalty: 1049.177124
	Iteration 8Q: 3 clusters Score -5341306 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 89065 members 
Entering Unmasked Estep 
Score: -5342746.500000 Penalty: 1049.177124
	Iteration 9Q: 3 clusters Score -5342746 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -5343585.000000 Penalty: 1049.177124
	Iteration 10Q: 3 clusters Score -5343585 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -5344304.500000 Penalty: 1049.177124
	Iteration 11Q: 3 clusters Score -5344304 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 93215 members 
Entering Unmasked Estep 
Score: -5344822.500000 Penalty: 1049.177124
	Iteration 12Q: 3 clusters Score -5344822 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 94331 members 
Entering Unmasked Estep 
Score: -5345367.000000 Penalty: 1049.177124
	Iteration 13Q: 3 clusters Score -5345367 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 95318 members 
Entering Unmasked Estep 
Score: -5345825.500000 Penalty: 1049.177124
	Iteration 14Q: 3 clusters Score -5345826 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 96215 members 
Entering Unmasked Estep 
Score: -5346319.000000 Penalty: 1049.177124
	Iteration 15Q: 3 clusters Score -5346319 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 97024 members 
Entering Unmasked Estep 
Score: -5346749.500000 Penalty: 1049.177124
	Iteration 16Q: 3 clusters Score -5346750 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -5347156.500000 Penalty: 1049.177124
	Iteration 17Q: 3 clusters Score -5347156 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 98308 members 
Entering Unmasked Estep 
Score: -5347438.000000 Penalty: 1049.177124
	Iteration 18Q: 3 clusters Score -5347438 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 98752 members 
Entering Unmasked Estep 
Score: -5347614.500000 Penalty: 1049.177124
	Iteration 19Q: 3 clusters Score -5347614 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 99144 members 
Entering Unmasked Estep 
Score: -5347819.000000 Penalty: 1049.177124
	Iteration 20F: 3 clusters Score -5347819 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -5347995.000000 Penalty: 1049.177124
	Iteration 21Q: 3 clusters Score -5347995 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -5348075.500000 Penalty: 1049.177124
	Iteration 22Q: 3 clusters Score -5348076 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 99917 members 
Entering Unmasked Estep 
Score: -5348144.000000 Penalty: 1049.177124
	Iteration 23Q: 3 clusters Score -5348144 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 100070 members 
Entering Unmasked Estep 
Score: -5348193.500000 Penalty: 1049.177124
	Iteration 24Q: 3 clusters Score -5348194 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 100200 members 
Entering Unmasked Estep 
Score: -5348255.000000 Penalty: 1049.177124
	Iteration 25Q: 3 clusters Score -5348255 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -5348286.500000 Penalty: 1049.177124
	Iteration 26Q: 3 clusters Score -5348286 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -5348320.000000 Penalty: 1049.177124
	Iteration 27Q: 3 clusters Score -5348320 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -5348366.500000 Penalty: 1049.177124
	Iteration 28Q: 3 clusters Score -5348366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 100615 members 
Entering Unmasked Estep 
Score: -5348399.000000 Penalty: 1049.177124
	Iteration 29Q: 3 clusters Score -5348399 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -5348426.000000 Penalty: 1049.177124
	Iteration 30Q: 3 clusters Score -5348426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -5348458.000000 Penalty: 1049.177124
	Iteration 31Q: 3 clusters Score -5348458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -5348472.500000 Penalty: 1049.177124
	Iteration 32Q: 3 clusters Score -5348472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -5348488.000000 Penalty: 1049.177124
	Iteration 33Q: 3 clusters Score -5348488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -5348505.000000 Penalty: 1049.177124
	Iteration 34Q: 3 clusters Score -5348505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 100879 members 
Entering Unmasked Estep 
Score: -5348518.000000 Penalty: 1049.177124
	Iteration 35Q: 3 clusters Score -5348518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 100901 members 
Entering Unmasked Estep 
Score: -5348526.000000 Penalty: 1049.177124
	Iteration 36Q: 3 clusters Score -5348526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 100915 members 
Entering Unmasked Estep 
Score: -5348531.500000 Penalty: 1049.177124
	Iteration 37Q: 3 clusters Score -5348532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -5348541.500000 Penalty: 1049.177124
	Iteration 38Q: 3 clusters Score -5348542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 100945 members 
Entering Unmasked Estep 
Score: -5348544.000000 Penalty: 1049.177124
	Iteration 39Q: 3 clusters Score -5348544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 100961 members 
Entering Unmasked Estep 
Score: -5348544.500000 Penalty: 1049.177124
	Iteration 40F: 3 clusters Score -5348544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -5348551.000000 Penalty: 1049.177124
	Iteration 41Q: 3 clusters Score -5348551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -5348553.500000 Penalty: 1049.177124
	Iteration 42Q: 3 clusters Score -5348554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -5348569.000000 Penalty: 1049.177124
	Iteration 43Q: 3 clusters Score -5348569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 101045 members 
Entering Unmasked Estep 
Score: -5348569.500000 Penalty: 1049.177124
	Iteration 44Q: 3 clusters Score -5348570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 101054 members 
Entering Unmasked Estep 
Score: -5348571.000000 Penalty: 1049.177124
	Iteration 45Q: 3 clusters Score -5348571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -5348575.000000 Penalty: 1049.177124
	Iteration 46Q: 3 clusters Score -5348575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -5348578.000000 Penalty: 1049.177124
	Iteration 47Q: 3 clusters Score -5348578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 101074 members 
Entering Unmasked Estep 
Score: -5348586.000000 Penalty: 1049.177124
	Iteration 48Q: 3 clusters Score -5348586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 101086 members 
Entering Unmasked Estep 
Score: -5348596.000000 Penalty: 1049.177124
	Iteration 49Q: 3 clusters Score -5348596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -5348597.000000 Penalty: 1049.177124
	Iteration 50Q: 3 clusters Score -5348597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 101119 members 
Entering Unmasked Estep 
Score: -5348604.000000 Penalty: 1049.177124
	Iteration 51Q: 3 clusters Score -5348604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -5348605.500000 Penalty: 1049.177124
	Iteration 52Q: 3 clusters Score -5348606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -5348608.500000 Penalty: 1049.177124
	Iteration 53Q: 3 clusters Score -5348608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -5348612.000000 Penalty: 1049.177124
	Iteration 54Q: 3 clusters Score -5348612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -5348608.000000 Penalty: 1049.177124
	Iteration 55Q: 3 clusters Score -5348608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -5348613.500000 Penalty: 1049.177124
	Iteration 56Q: 3 clusters Score -5348614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 101173 members 
Entering Unmasked Estep 
Score: -5348613.500000 Penalty: 1049.177124
	Iteration 57Q: 3 clusters Score -5348614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 101177 members 
Entering Unmasked Estep 
Score: -5348613.500000 Penalty: 1049.177124
	Iteration 58Q: 3 clusters Score -5348614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -5348613.000000 Penalty: 1049.177124
	Iteration 59Q: 3 clusters Score -5348613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 101181 members 
Entering Unmasked Estep 
Score: -5348611.500000 Penalty: 1049.177124
	Iteration 60F: 3 clusters Score -5348612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Entering Unmasked Estep 
Score: -365603.625000 Penalty: 399.076172
	Iteration 0F: 2 clusters Score -365603.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -361248.625000 Penalty: 798.152344
	Iteration 0F: 3 clusters Score -361248.6 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -362973.875000 Penalty: 798.152344
	Iteration 1F: 3 clusters Score -362973.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -363166.500000 Penalty: 798.152344
	Iteration 2F: 3 clusters Score -363166.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -363433.062500 Penalty: 798.152344
	Iteration 3F: 3 clusters Score -363433.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -363776.781250 Penalty: 798.152344
	Iteration 4F: 3 clusters Score -363776.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -364191.750000 Penalty: 798.152344
	Iteration 5F: 3 clusters Score -364191.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -364505.125000 Penalty: 798.152344
	Iteration 6F: 3 clusters Score -364505.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -364750.093750 Penalty: 798.152344
	Iteration 7Q: 3 clusters Score -364750.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -364922.218750 Penalty: 798.152344
	Iteration 8Q: 3 clusters Score -364922.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -364994.156250 Penalty: 798.152344
	Iteration 9Q: 3 clusters Score -364994.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -365038.250000 Penalty: 798.152344
	Iteration 10Q: 3 clusters Score -365038.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -365066.593750 Penalty: 798.152344
	Iteration 11Q: 3 clusters Score -365066.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -365090.000000 Penalty: 798.152344
	Iteration 12Q: 3 clusters Score -365090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -365113.031250 Penalty: 798.152344
	Iteration 13Q: 3 clusters Score -365113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -365128.656250 Penalty: 798.152344
	Iteration 14Q: 3 clusters Score -365128.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -365143.437500 Penalty: 798.152344
	Iteration 15Q: 3 clusters Score -365143.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -365155.468750 Penalty: 798.152344
	Iteration 16Q: 3 clusters Score -365155.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -365164.000000 Penalty: 798.152344
	Iteration 17Q: 3 clusters Score -365164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -365177.843750 Penalty: 798.152344
	Iteration 18Q: 3 clusters Score -365177.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -365189.562500 Penalty: 798.152344
	Iteration 19Q: 3 clusters Score -365189.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -365200.156250 Penalty: 798.152344
	Iteration 20F: 3 clusters Score -365200.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -365207.906250 Penalty: 798.152344
	Iteration 21Q: 3 clusters Score -365207.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -365214.375000 Penalty: 798.152344
	Iteration 22Q: 3 clusters Score -365214.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -365221.468750 Penalty: 798.152344
	Iteration 23Q: 3 clusters Score -365221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -365226.000000 Penalty: 798.152344
	Iteration 24Q: 3 clusters Score -365226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -365229.093750 Penalty: 798.152344
	Iteration 25Q: 3 clusters Score -365229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -365232.062500 Penalty: 798.152344
	Iteration 26Q: 3 clusters Score -365232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -365234.062500 Penalty: 798.152344
	Iteration 27Q: 3 clusters Score -365234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -365234.625000 Penalty: 798.152344
	Iteration 28Q: 3 clusters Score -365234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -365236.187500 Penalty: 798.152344
	Iteration 29Q: 3 clusters Score -365236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -365236.281250 Penalty: 798.152344
	Iteration 30Q: 3 clusters Score -365236.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -365236.281250 Penalty: 798.152344
	Iteration 31F: 3 clusters Score -365236.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Entering Unmasked Estep 
Score: -288028.812500 Penalty: 392.001068
	Iteration 0F: 2 clusters Score -288028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -284368.250000 Penalty: 784.002136
	Iteration 0F: 3 clusters Score -284368.2 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -285900.875000 Penalty: 784.002136
	Iteration 1F: 3 clusters Score -285900.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -286220.468750 Penalty: 784.002136
	Iteration 2F: 3 clusters Score -286220.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -286559.656250 Penalty: 784.002136
	Iteration 3F: 3 clusters Score -286559.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -286924.125000 Penalty: 784.002136
	Iteration 4F: 3 clusters Score -286924.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -287238.281250 Penalty: 784.002136
	Iteration 5F: 3 clusters Score -287238.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -287426.687500 Penalty: 784.002136
	Iteration 6Q: 3 clusters Score -287426.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -287522.281250 Penalty: 784.002136
	Iteration 7Q: 3 clusters Score -287522.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -287561.843750 Penalty: 784.002136
	Iteration 8Q: 3 clusters Score -287561.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -287589.593750 Penalty: 784.002136
	Iteration 9Q: 3 clusters Score -287589.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -287607.468750 Penalty: 784.002136
	Iteration 10Q: 3 clusters Score -287607.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -287614.687500 Penalty: 784.002136
	Iteration 11Q: 3 clusters Score -287614.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -287620.906250 Penalty: 784.002136
	Iteration 12Q: 3 clusters Score -287620.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -287625.468750 Penalty: 784.002136
	Iteration 13Q: 3 clusters Score -287625.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -287630.343750 Penalty: 784.002136
	Iteration 14Q: 3 clusters Score -287630.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -287632.625000 Penalty: 784.002136
	Iteration 15Q: 3 clusters Score -287632.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -287636.187500 Penalty: 784.002136
	Iteration 16Q: 3 clusters Score -287636.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -287639.218750 Penalty: 784.002136
	Iteration 17Q: 3 clusters Score -287639.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -287642.125000 Penalty: 784.002136
	Iteration 18Q: 3 clusters Score -287642.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -287642.843750 Penalty: 784.002136
	Iteration 19Q: 3 clusters Score -287642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -287643.968750 Penalty: 784.002136
	Iteration 20F: 3 clusters Score -287644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -287644.437500 Penalty: 784.002136
	Iteration 21Q: 3 clusters Score -287644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -287645.156250 Penalty: 784.002136
	Iteration 22Q: 3 clusters Score -287645.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -287645.593750 Penalty: 784.002136
	Iteration 23Q: 3 clusters Score -287645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287646.312500 Penalty: 784.002136
	Iteration 24Q: 3 clusters Score -287646.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -287646.781250 Penalty: 784.002136
	Iteration 25Q: 3 clusters Score -287646.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -287648.093750 Penalty: 784.002136
	Iteration 26Q: 3 clusters Score -287648.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -287648.875000 Penalty: 784.002136
	Iteration 27Q: 3 clusters Score -287648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -287648.468750 Penalty: 784.002136
	Iteration 28Q: 3 clusters Score -287648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -287649.125000 Penalty: 784.002136
	Iteration 29Q: 3 clusters Score -287649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -287649.375000 Penalty: 784.002136
	Iteration 30Q: 3 clusters Score -287649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -287649.343750 Penalty: 784.002136
	Iteration 31Q: 3 clusters Score -287649.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -287649.343750 Penalty: 784.002136
	Iteration 32F: 3 clusters Score -287649.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Entering Unmasked Estep 
Score: -788616.812500 Penalty: 433.410950
	Iteration 0F: 2 clusters Score -788616.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -779408.562500 Penalty: 866.821899
	Iteration 0F: 3 clusters Score -779408.6 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -782985.562500 Penalty: 866.821899
	Iteration 1F: 3 clusters Score -782985.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -783152.437500 Penalty: 866.821899
	Iteration 2Q: 3 clusters Score -783152.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -783350.750000 Penalty: 866.821899
	Iteration 3Q: 3 clusters Score -783350.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -783653.062500 Penalty: 866.821899
	Iteration 4Q: 3 clusters Score -783653.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -784121.375000 Penalty: 866.821899
	Iteration 5F: 3 clusters Score -784121.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -784798.562500 Penalty: 866.821899
	Iteration 6F: 3 clusters Score -784798.6 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -785476.500000 Penalty: 866.821899
	Iteration 7F: 3 clusters Score -785476.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -785846.875000 Penalty: 866.821899
	Iteration 8Q: 3 clusters Score -785846.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -785984.375000 Penalty: 866.821899
	Iteration 9Q: 3 clusters Score -785984.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -786070.312500 Penalty: 866.821899
	Iteration 10Q: 3 clusters Score -786070.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -786157.437500 Penalty: 866.821899
	Iteration 11Q: 3 clusters Score -786157.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -786272.375000 Penalty: 866.821899
	Iteration 12Q: 3 clusters Score -786272.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -786393.437500 Penalty: 866.821899
	Iteration 13Q: 3 clusters Score -786393.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -786534.125000 Penalty: 866.821899
	Iteration 14Q: 3 clusters Score -786534.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -786713.687500 Penalty: 866.821899
	Iteration 15Q: 3 clusters Score -786713.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -786847.937500 Penalty: 866.821899
	Iteration 16Q: 3 clusters Score -786847.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -786956.562500 Penalty: 866.821899
	Iteration 17Q: 3 clusters Score -786956.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -787045.125000 Penalty: 866.821899
	Iteration 18Q: 3 clusters Score -787045.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -787119.187500 Penalty: 866.821899
	Iteration 19Q: 3 clusters Score -787119.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -787176.000000 Penalty: 866.821899
	Iteration 20F: 3 clusters Score -787176 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -787242.375000 Penalty: 866.821899
	Iteration 21Q: 3 clusters Score -787242.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -787312.437500 Penalty: 866.821899
	Iteration 22Q: 3 clusters Score -787312.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -787398.375000 Penalty: 866.821899
	Iteration 23Q: 3 clusters Score -787398.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -787508.812500 Penalty: 866.821899
	Iteration 24Q: 3 clusters Score -787508.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -787583.875000 Penalty: 866.821899
	Iteration 25Q: 3 clusters Score -787583.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -787655.687500 Penalty: 866.821899
	Iteration 26Q: 3 clusters Score -787655.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -787713.312500 Penalty: 866.821899
	Iteration 27Q: 3 clusters Score -787713.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -787775.937500 Penalty: 866.821899
	Iteration 28Q: 3 clusters Score -787775.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -787835.125000 Penalty: 866.821899
	Iteration 29Q: 3 clusters Score -787835.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -787894.625000 Penalty: 866.821899
	Iteration 30Q: 3 clusters Score -787894.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -787944.187500 Penalty: 866.821899
	Iteration 31Q: 3 clusters Score -787944.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -787995.125000 Penalty: 866.821899
	Iteration 32Q: 3 clusters Score -787995.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -788029.500000 Penalty: 866.821899
	Iteration 33Q: 3 clusters Score -788029.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -788059.250000 Penalty: 866.821899
	Iteration 34Q: 3 clusters Score -788059.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -788085.437500 Penalty: 866.821899
	Iteration 35Q: 3 clusters Score -788085.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -788103.500000 Penalty: 866.821899
	Iteration 36Q: 3 clusters Score -788103.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -788113.437500 Penalty: 866.821899
	Iteration 37Q: 3 clusters Score -788113.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -788123.562500 Penalty: 866.821899
	Iteration 38Q: 3 clusters Score -788123.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -788134.375000 Penalty: 866.821899
	Iteration 39Q: 3 clusters Score -788134.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -788148.750000 Penalty: 866.821899
	Iteration 40F: 3 clusters Score -788148.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -788165.562500 Penalty: 866.821899
	Iteration 41Q: 3 clusters Score -788165.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -788184.812500 Penalty: 866.821899
	Iteration 42Q: 3 clusters Score -788184.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -788198.187500 Penalty: 866.821899
	Iteration 43Q: 3 clusters Score -788198.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -788203.812500 Penalty: 866.821899
	Iteration 44Q: 3 clusters Score -788203.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -788213.937500 Penalty: 866.821899
	Iteration 45Q: 3 clusters Score -788213.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -788220.250000 Penalty: 866.821899
	Iteration 46Q: 3 clusters Score -788220.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -788225.125000 Penalty: 866.821899
	Iteration 47Q: 3 clusters Score -788225.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -788231.187500 Penalty: 866.821899
	Iteration 48Q: 3 clusters Score -788231.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -788237.875000 Penalty: 866.821899
	Iteration 49Q: 3 clusters Score -788237.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -788244.375000 Penalty: 866.821899
	Iteration 50Q: 3 clusters Score -788244.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -788250.437500 Penalty: 866.821899
	Iteration 51Q: 3 clusters Score -788250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -788254.812500 Penalty: 866.821899
	Iteration 52Q: 3 clusters Score -788254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -788255.375000 Penalty: 866.821899
	Iteration 53Q: 3 clusters Score -788255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -788257.625000 Penalty: 866.821899
	Iteration 54Q: 3 clusters Score -788257.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -788258.562500 Penalty: 866.821899
	Iteration 55Q: 3 clusters Score -788258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -788259.687500 Penalty: 866.821899
	Iteration 56Q: 3 clusters Score -788259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -788262.812500 Penalty: 866.821899
	Iteration 57Q: 3 clusters Score -788262.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -788269.125000 Penalty: 866.821899
	Iteration 58Q: 3 clusters Score -788269.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -788271.750000 Penalty: 866.821899
	Iteration 59Q: 3 clusters Score -788271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -788275.187500 Penalty: 866.821899
	Iteration 60F: 3 clusters Score -788275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -788275.500000 Penalty: 866.821899
	Iteration 61Q: 3 clusters Score -788275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -788276.875000 Penalty: 866.821899
	Iteration 62Q: 3 clusters Score -788276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -788277.187500 Penalty: 866.821899
	Iteration 63Q: 3 clusters Score -788277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -788277.187500 Penalty: 866.821899
	Iteration 64F: 3 clusters Score -788277.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89692 members 
Entering Unmasked Estep 
Score: -4957629.500000 Penalty: 518.888245
	Iteration 0F: 2 clusters Score -4957630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -4898128.000000 Penalty: 1037.776489
	Iteration 0F: 3 clusters Score -4898128 nChanged 43833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -4924116.000000 Penalty: 1037.776489
	Iteration 1F: 3 clusters Score -4924116 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -4925380.000000 Penalty: 1037.776489
	Iteration 2Q: 3 clusters Score -4925380 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -4927371.000000 Penalty: 1037.776489
	Iteration 3Q: 3 clusters Score -4927371 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4930513.500000 Penalty: 1037.776489
	Iteration 4F: 3 clusters Score -4930514 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -4934977.000000 Penalty: 1037.776489
	Iteration 5F: 3 clusters Score -4934977 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4940151.500000 Penalty: 1037.776489
	Iteration 6F: 3 clusters Score -4940152 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -4944594.000000 Penalty: 1037.776489
	Iteration 7F: 3 clusters Score -4944594 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -4947245.000000 Penalty: 1037.776489
	Iteration 8Q: 3 clusters Score -4947245 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -4948474.000000 Penalty: 1037.776489
	Iteration 9Q: 3 clusters Score -4948474 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -4949193.000000 Penalty: 1037.776489
	Iteration 10Q: 3 clusters Score -4949193 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -4949767.000000 Penalty: 1037.776489
	Iteration 11Q: 3 clusters Score -4949767 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -4950336.500000 Penalty: 1037.776489
	Iteration 12Q: 3 clusters Score -4950336 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -4951004.000000 Penalty: 1037.776489
	Iteration 13Q: 3 clusters Score -4951004 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4951663.500000 Penalty: 1037.776489
	Iteration 14Q: 3 clusters Score -4951664 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -4952483.000000 Penalty: 1037.776489
	Iteration 15Q: 3 clusters Score -4952483 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -4953346.500000 Penalty: 1037.776489
	Iteration 16Q: 3 clusters Score -4953346 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -4954114.500000 Penalty: 1037.776489
	Iteration 17Q: 3 clusters Score -4954114 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4954780.000000 Penalty: 1037.776489
	Iteration 18Q: 3 clusters Score -4954780 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4955270.000000 Penalty: 1037.776489
	Iteration 19Q: 3 clusters Score -4955270 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -4955641.000000 Penalty: 1037.776489
	Iteration 20F: 3 clusters Score -4955641 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4955872.500000 Penalty: 1037.776489
	Iteration 21Q: 3 clusters Score -4955872 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -4956043.000000 Penalty: 1037.776489
	Iteration 22Q: 3 clusters Score -4956043 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4956164.500000 Penalty: 1037.776489
	Iteration 23Q: 3 clusters Score -4956164 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -4956231.500000 Penalty: 1037.776489
	Iteration 24Q: 3 clusters Score -4956232 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4956254.500000 Penalty: 1037.776489
	Iteration 25Q: 3 clusters Score -4956254 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4956292.500000 Penalty: 1037.776489
	Iteration 26Q: 3 clusters Score -4956292 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4956334.000000 Penalty: 1037.776489
	Iteration 27Q: 3 clusters Score -4956334 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -4956335.000000 Penalty: 1037.776489
	Iteration 28Q: 3 clusters Score -4956335 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4956341.500000 Penalty: 1037.776489
	Iteration 29Q: 3 clusters Score -4956342 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -4956376.000000 Penalty: 1037.776489
	Iteration 30Q: 3 clusters Score -4956376 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -4956385.500000 Penalty: 1037.776489
	Iteration 31Q: 3 clusters Score -4956386 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4956373.500000 Penalty: 1037.776489
	Iteration 32Q: 3 clusters Score -4956374 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -4956354.000000 Penalty: 1037.776489
	Iteration 33Q: 3 clusters Score -4956354 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -4956341.000000 Penalty: 1037.776489
	Iteration 34Q: 3 clusters Score -4956341 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4956340.000000 Penalty: 1037.776489
	Iteration 35Q: 3 clusters Score -4956340 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4956329.000000 Penalty: 1037.776489
	Iteration 36Q: 3 clusters Score -4956329 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -4956367.000000 Penalty: 1037.776489
	Iteration 37Q: 3 clusters Score -4956367 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -4956356.000000 Penalty: 1037.776489
	Iteration 38Q: 3 clusters Score -4956356 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4956343.000000 Penalty: 1037.776489
	Iteration 39Q: 3 clusters Score -4956343 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -4956370.000000 Penalty: 1037.776489
	Iteration 40F: 3 clusters Score -4956370 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -4956354.000000 Penalty: 1037.776489
	Iteration 41Q: 3 clusters Score -4956354 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -4956357.000000 Penalty: 1037.776489
	Iteration 42Q: 3 clusters Score -4956357 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -4956319.500000 Penalty: 1037.776489
	Iteration 43Q: 3 clusters Score -4956320 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4956323.000000 Penalty: 1037.776489
	Iteration 44Q: 3 clusters Score -4956323 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -4956389.000000 Penalty: 1037.776489
	Iteration 45Q: 3 clusters Score -4956389 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4956406.500000 Penalty: 1037.776489
	Iteration 46Q: 3 clusters Score -4956406 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -4956431.500000 Penalty: 1037.776489
	Iteration 47Q: 3 clusters Score -4956432 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -4956452.000000 Penalty: 1037.776489
	Iteration 48Q: 3 clusters Score -4956452 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -4956476.500000 Penalty: 1037.776489
	Iteration 49Q: 3 clusters Score -4956476 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -4956494.500000 Penalty: 1037.776489
	Iteration 50Q: 3 clusters Score -4956494 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -4956497.500000 Penalty: 1037.776489
	Iteration 51Q: 3 clusters Score -4956498 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -4956493.500000 Penalty: 1037.776489
	Iteration 52Q: 3 clusters Score -4956494 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -4956552.000000 Penalty: 1037.776489
	Iteration 53Q: 3 clusters Score -4956552 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -4956570.500000 Penalty: 1037.776489
	Iteration 54Q: 3 clusters Score -4956570 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -4956590.000000 Penalty: 1037.776489
	Iteration 55Q: 3 clusters Score -4956590 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -4956571.500000 Penalty: 1037.776489
	Iteration 56Q: 3 clusters Score -4956572 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -4956549.500000 Penalty: 1037.776489
	Iteration 57Q: 3 clusters Score -4956550 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -4956550.500000 Penalty: 1037.776489
	Iteration 58Q: 3 clusters Score -4956550 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -4956541.500000 Penalty: 1037.776489
	Iteration 59Q: 3 clusters Score -4956542 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -4956551.500000 Penalty: 1037.776489
	Iteration 60F: 3 clusters Score -4956552 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -4956562.500000 Penalty: 1037.776489
	Iteration 61Q: 3 clusters Score -4956562 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -4956557.500000 Penalty: 1037.776489
	Iteration 62Q: 3 clusters Score -4956558 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -4956571.500000 Penalty: 1037.776489
	Iteration 63Q: 3 clusters Score -4956572 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -4956573.500000 Penalty: 1037.776489
	Iteration 64Q: 3 clusters Score -4956574 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -4956579.500000 Penalty: 1037.776489
	Iteration 65Q: 3 clusters Score -4956580 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -4956563.000000 Penalty: 1037.776489
	Iteration 66Q: 3 clusters Score -4956563 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -4956582.000000 Penalty: 1037.776489
	Iteration 67Q: 3 clusters Score -4956582 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -4956584.500000 Penalty: 1037.776489
	Iteration 68Q: 3 clusters Score -4956584 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -4956582.000000 Penalty: 1037.776489
	Iteration 69Q: 3 clusters Score -4956582 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -4956587.500000 Penalty: 1037.776489
	Iteration 70Q: 3 clusters Score -4956588 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -4956568.000000 Penalty: 1037.776489
	Iteration 71Q: 3 clusters Score -4956568 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -4956567.000000 Penalty: 1037.776489
	Iteration 72Q: 3 clusters Score -4956567 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -4956558.500000 Penalty: 1037.776489
	Iteration 73Q: 3 clusters Score -4956558 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4956560 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4956556 nChanged 234
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Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4956558 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4956562 nChanged 207
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Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4956578 nChanged 225
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Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4956574 nChanged 192
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Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4956566 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4956576 nChanged 133
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Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4956570 nChanged 126
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Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4956571 nChanged 151
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Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4956598 nChanged 153
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Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4956607 nChanged 137
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Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4956620 nChanged 123
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Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4956630 nChanged 131
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Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4956620 nChanged 145
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Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4956622 nChanged 166
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Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4956622 nChanged 177
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Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4956617 nChanged 162
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Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4956620 nChanged 132
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Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4956626 nChanged 126
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Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 54580 members 
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	Iteration 95Q: 3 clusters Score -4956641 nChanged 123
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Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4956646 nChanged 121
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Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4956646 nChanged 115
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Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4956638 nChanged 165
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Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 55104 members 
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	Iteration 99Q: 3 clusters Score -4956645 nChanged 130
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Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4956642 nChanged 122
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Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4956650 nChanged 210
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Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4956652 nChanged 189
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Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4956667 nChanged 155
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Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4956674 nChanged 86
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Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4956664 nChanged 81
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Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 56219 members 
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	Iteration 107Q: 3 clusters Score -4956677 nChanged 137
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Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 56356 members 
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Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4956662 nChanged 164
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Mstep: Class 1 contains 33024 members 
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	Iteration 110Q: 3 clusters Score -4956659 nChanged 168
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Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 56836 members 
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	Iteration 111Q: 3 clusters Score -4956671 nChanged 160
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Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 56996 members 
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	Iteration 112Q: 3 clusters Score -4956648 nChanged 166
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Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 57162 members 
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	Iteration 113Q: 3 clusters Score -4956636 nChanged 157
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Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 57319 members 
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	Iteration 114Q: 3 clusters Score -4956662 nChanged 166
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Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 57485 members 
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	Iteration 115Q: 3 clusters Score -4956659 nChanged 158
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Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 57643 members 
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	Iteration 116Q: 3 clusters Score -4956646 nChanged 149
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Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 57792 members 
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	Iteration 117Q: 3 clusters Score -4956662 nChanged 190
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Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 57982 members 
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	Iteration 118Q: 3 clusters Score -4956672 nChanged 191
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Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4956672 nChanged 155
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Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 58328 members 
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	Iteration 120F: 3 clusters Score -4956679 nChanged 214
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Mstep: Class 1 contains 31150 members 
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	Iteration 121Q: 3 clusters Score -4956685 nChanged 228
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Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 58770 members 
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	Iteration 122Q: 3 clusters Score -4956690 nChanged 155
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Mstep: Class 1 contains 30767 members 
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	Iteration 123Q: 3 clusters Score -4956696 nChanged 185
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Mstep: Class 1 contains 30582 members 
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	Iteration 124Q: 3 clusters Score -4956688 nChanged 183
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Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 59293 members 
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	Iteration 125Q: 3 clusters Score -4956684 nChanged 144
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Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 59437 members 
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	Iteration 126Q: 3 clusters Score -4956690 nChanged 167
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Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 59604 members 
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	Iteration 127Q: 3 clusters Score -4956705 nChanged 141
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Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 59745 members 
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	Iteration 128Q: 3 clusters Score -4956693 nChanged 154
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Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4956703 nChanged 177
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Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 60076 members 
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	Iteration 130Q: 3 clusters Score -4956691 nChanged 162
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Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4956680 nChanged 117
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Mstep: Class 2 contains 60355 members 
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	Iteration 132Q: 3 clusters Score -4956680 nChanged 119
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Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 60474 members 
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	Iteration 133Q: 3 clusters Score -4956680 nChanged 92
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Mstep: Class 2 contains 60566 members 
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	Iteration 134Q: 3 clusters Score -4956703 nChanged 160
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Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 60726 members 
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	Iteration 135Q: 3 clusters Score -4956696 nChanged 105
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Mstep: Class 1 contains 28861 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4956702 nChanged 142
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Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4956688 nChanged 144
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Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4956672 nChanged 130
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Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 61247 members 
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	Iteration 139Q: 3 clusters Score -4956683 nChanged 181
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Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4956686 nChanged 184
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Mstep: Class 1 contains 28080 members 
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	Iteration 141Q: 3 clusters Score -4956685 nChanged 194
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Mstep: Class 2 contains 61806 members 
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	Iteration 142Q: 3 clusters Score -4956690 nChanged 182
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Mstep: Class 2 contains 61988 members 
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	Iteration 143Q: 3 clusters Score -4956700 nChanged 207
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Mstep: Class 2 contains 62195 members 
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	Iteration 144Q: 3 clusters Score -4956705 nChanged 167
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Mstep: Class 1 contains 27330 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4956702 nChanged 183
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Mstep: Class 2 contains 62545 members 
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	Iteration 146Q: 3 clusters Score -4956701 nChanged 188
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Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 62733 members 
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	Iteration 147Q: 3 clusters Score -4956696 nChanged 206
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	Iteration 148Q: 3 clusters Score -4956711 nChanged 223
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	Iteration 149Q: 3 clusters Score -4956704 nChanged 211
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	Iteration 150Q: 3 clusters Score -4956710 nChanged 219
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	Iteration 151Q: 3 clusters Score -4956726 nChanged 253
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	Iteration 152Q: 3 clusters Score -4956730 nChanged 212
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	Iteration 153Q: 3 clusters Score -4956747 nChanged 169
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Mstep: Class 2 contains 64226 members 
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	Iteration 154Q: 3 clusters Score -4956745 nChanged 161
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	Iteration 155Q: 3 clusters Score -4956762 nChanged 154
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	Iteration 156Q: 3 clusters Score -4956756 nChanged 144
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Mstep: Class 2 contains 64685 members 
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	Iteration 157Q: 3 clusters Score -4956762 nChanged 137
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Mstep: Class 1 contains 24870 members 
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	Iteration 158Q: 3 clusters Score -4956774 nChanged 94
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	Iteration 159Q: 3 clusters Score -4956757 nChanged 155
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	Iteration 160F: 3 clusters Score -4956782 nChanged 171
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	Iteration 161Q: 3 clusters Score -4956784 nChanged 150
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	Iteration 162Q: 3 clusters Score -4956790 nChanged 150
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	Iteration 163Q: 3 clusters Score -4956790 nChanged 195
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Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 65737 members 
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	Iteration 164Q: 3 clusters Score -4956790 nChanged 190
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Mstep: Class 1 contains 23765 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4956764 nChanged 219
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4956788 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4956790 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4956800 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4956804 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4956818 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4956838 nChanged 290
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Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4956814 nChanged 289
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Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4956796 nChanged 253
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Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4956782 nChanged 291
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Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4956764 nChanged 305
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Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 68894 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4956768 nChanged 321
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Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4956760 nChanged 328
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Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4956773 nChanged 347
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Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4956804 nChanged 365
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4956786 nChanged 382
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Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 70637 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4956773 nChanged 378
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Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4956761 nChanged 425
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Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4956751 nChanged 461
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Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4956744 nChanged 433
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Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4956757 nChanged 468
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Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 72802 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4956764 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 73262 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4956748 nChanged 481
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Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4956705 nChanged 452
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Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4956691 nChanged 422
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Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4956720 nChanged 412
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 75029 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4956731 nChanged 350
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Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4956740 nChanged 324
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Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4956760 nChanged 352
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Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4956784 nChanged 336
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Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 76685 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4956790 nChanged 331
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Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 77016 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4956810 nChanged 350
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Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4956836 nChanged 352
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4956862 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4956853 nChanged 399
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Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4956844 nChanged 353
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Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4956860 nChanged 372
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Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4956854 nChanged 356
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Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4956890 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4956924 nChanged 411
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Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4956930 nChanged 396
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4956936 nChanged 350
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4956964 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4956996 nChanged 304
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4957004 nChanged 309
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4957028 nChanged 299
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Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4957050 nChanged 298
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Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4957072 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4957099 nChanged 286
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Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4957120 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4957150 nChanged 262
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Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4957168 nChanged 211
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Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 83901 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4957186 nChanged 194
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Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4957222 nChanged 208
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Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 84299 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4957235 nChanged 177
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Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4957248 nChanged 224
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Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4957272 nChanged 191
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Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4957292 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4957302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4957315 nChanged 130
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Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4957310 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4957320 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 85561 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4957325 nChanged 122
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Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4957334 nChanged 113
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Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4957343 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4957340 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4957356 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -4957354 nChanged 130
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Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -4957360 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -4957389 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -4957394 nChanged 118
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Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -4957408 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -4957415.500000 Penalty: 1037.776489
	Iteration 239Q: 3 clusters Score -4957416 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -4957431.500000 Penalty: 1037.776489
	Iteration 240F: 3 clusters Score -4957432 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -4957429.000000 Penalty: 1037.776489
	Iteration 241Q: 3 clusters Score -4957429 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -4957423.500000 Penalty: 1037.776489
	Iteration 242Q: 3 clusters Score -4957424 nChanged 81
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Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -4957429 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -4957424 nChanged 77
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Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -4957424 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -4957430 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -4957428 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -4957420.000000 Penalty: 1037.776489
	Iteration 248Q: 3 clusters Score -4957420 nChanged 47
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Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -4957432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 87494 members 
Entering Unmasked Estep 
Score: -4957438.500000 Penalty: 1037.776489
	Iteration 250Q: 3 clusters Score -4957438 nChanged 55
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Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -4957440 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -4957440 nChanged 59
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Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 87653 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -4957438 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -4957445.500000 Penalty: 1037.776489
	Iteration 254Q: 3 clusters Score -4957446 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -4957450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 87809 members 
Entering Unmasked Estep 
Score: -4957463.000000 Penalty: 1037.776489
	Iteration 256Q: 3 clusters Score -4957463 nChanged 44
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Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -4957456 nChanged 39
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Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -4957462.500000 Penalty: 1037.776489
	Iteration 258Q: 3 clusters Score -4957462 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -4957470.000000 Penalty: 1037.776489
	Iteration 259Q: 3 clusters Score -4957470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -4957467.000000 Penalty: 1037.776489
	Iteration 260F: 3 clusters Score -4957467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -4957466.500000 Penalty: 1037.776489
	Iteration 261Q: 3 clusters Score -4957466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 87996 members 
Entering Unmasked Estep 
Score: -4957465.500000 Penalty: 1037.776489
	Iteration 262Q: 3 clusters Score -4957466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
Score: -4957461.500000 Penalty: 1037.776489
	Iteration 263Q: 3 clusters Score -4957462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -4957451.000000 Penalty: 1037.776489
	Iteration 264Q: 3 clusters Score -4957451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -4957454.000000 Penalty: 1037.776489
	Iteration 265Q: 3 clusters Score -4957454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -4957450.000000 Penalty: 1037.776489
	Iteration 266Q: 3 clusters Score -4957450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -4957455.000000 Penalty: 1037.776489
	Iteration 267Q: 3 clusters Score -4957455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -4957460.500000 Penalty: 1037.776489
	Iteration 268Q: 3 clusters Score -4957460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -4957457.500000 Penalty: 1037.776489
	Iteration 269Q: 3 clusters Score -4957458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -4957453.500000 Penalty: 1037.776489
	Iteration 270Q: 3 clusters Score -4957454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -4957457.000000 Penalty: 1037.776489
	Iteration 271Q: 3 clusters Score -4957457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 88279 members 
Entering Unmasked Estep 
Score: -4957465.500000 Penalty: 1037.776489
	Iteration 272Q: 3 clusters Score -4957466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -4957462.000000 Penalty: 1037.776489
	Iteration 273Q: 3 clusters Score -4957462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -4957453.000000 Penalty: 1037.776489
	Iteration 274Q: 3 clusters Score -4957453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -4957461.500000 Penalty: 1037.776489
	Iteration 275Q: 3 clusters Score -4957462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -4957466.000000 Penalty: 1037.776489
	Iteration 276Q: 3 clusters Score -4957466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -4957471.000000 Penalty: 1037.776489
	Iteration 277Q: 3 clusters Score -4957471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -4957464.000000 Penalty: 1037.776489
	Iteration 278Q: 3 clusters Score -4957464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -4957471.000000 Penalty: 1037.776489
	Iteration 279Q: 3 clusters Score -4957471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -4957473.000000 Penalty: 1037.776489
	Iteration 280F: 3 clusters Score -4957473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -4957479.000000 Penalty: 1037.776489
	Iteration 281Q: 3 clusters Score -4957479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -4957476.000000 Penalty: 1037.776489
	Iteration 282Q: 3 clusters Score -4957476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -4957474.000000 Penalty: 1037.776489
	Iteration 283Q: 3 clusters Score -4957474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -4957478.000000 Penalty: 1037.776489
	Iteration 284Q: 3 clusters Score -4957478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -4957474.500000 Penalty: 1037.776489
	Iteration 285Q: 3 clusters Score -4957474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -4957477.500000 Penalty: 1037.776489
	Iteration 286Q: 3 clusters Score -4957478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -4957471.000000 Penalty: 1037.776489
	Iteration 287Q: 3 clusters Score -4957471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
Score: -4957475.000000 Penalty: 1037.776489
	Iteration 288Q: 3 clusters Score -4957475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -4957471.500000 Penalty: 1037.776489
	Iteration 289Q: 3 clusters Score -4957472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 88573 members 
Entering Unmasked Estep 
Score: -4957471.000000 Penalty: 1037.776489
	Iteration 290Q: 3 clusters Score -4957471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 88581 members 
Entering Unmasked Estep 
Score: -4957461.500000 Penalty: 1037.776489
	Iteration 291Q: 3 clusters Score -4957462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 88591 members 
Entering Unmasked Estep 
Score: -4957467.500000 Penalty: 1037.776489
	Iteration 292Q: 3 clusters Score -4957468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 88604 members 
Entering Unmasked Estep 
Score: -4957468.500000 Penalty: 1037.776489
	Iteration 293Q: 3 clusters Score -4957468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -4957466.000000 Penalty: 1037.776489
	Iteration 294Q: 3 clusters Score -4957466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 88630 members 
Entering Unmasked Estep 
Score: -4957468.500000 Penalty: 1037.776489
	Iteration 295Q: 3 clusters Score -4957468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 88641 members 
Entering Unmasked Estep 
Score: -4957466.000000 Penalty: 1037.776489
	Iteration 296Q: 3 clusters Score -4957466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -4957463.500000 Penalty: 1037.776489
	Iteration 297Q: 3 clusters Score -4957464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -4957461.500000 Penalty: 1037.776489
	Iteration 298Q: 3 clusters Score -4957462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -4957465.500000 Penalty: 1037.776489
	Iteration 299Q: 3 clusters Score -4957466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 88672 members 
Entering Unmasked Estep 
Score: -4957466.000000 Penalty: 1037.776489
	Iteration 300F: 3 clusters Score -4957466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 88673 members 
Entering Unmasked Estep 
Score: -4957467.500000 Penalty: 1037.776489
	Iteration 301Q: 3 clusters Score -4957468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 88673 members 
Entering Unmasked Estep 
Score: -4957463.500000 Penalty: 1037.776489
	Iteration 302Q: 3 clusters Score -4957464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 88676 members 
Entering Unmasked Estep 
Score: -4957465.000000 Penalty: 1037.776489
	Iteration 303Q: 3 clusters Score -4957465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 88679 members 
Entering Unmasked Estep 
Score: -4957464.500000 Penalty: 1037.776489
	Iteration 304Q: 3 clusters Score -4957464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 88680 members 
Entering Unmasked Estep 
Score: -4957464.500000 Penalty: 1037.776489
	Iteration 305Q: 3 clusters Score -4957464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 88682 members 
Entering Unmasked Estep 
Score: -4957468.500000 Penalty: 1037.776489
	Iteration 306Q: 3 clusters Score -4957468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -4957469.000000 Penalty: 1037.776489
	Iteration 307Q: 3 clusters Score -4957469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -4957469.000000 Penalty: 1037.776489
	Iteration 308Q: 3 clusters Score -4957469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -4957470.000000 Penalty: 1037.776489
	Iteration 309Q: 3 clusters Score -4957470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -4957470.000000 Penalty: 1037.776489
	Iteration 310F: 3 clusters Score -4957470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Entering Unmasked Estep 
Score: -479738.656250 Penalty: 413.763062
	Iteration 0F: 2 clusters Score -479738.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -473692.312500 Penalty: 827.526123
	Iteration 0F: 3 clusters Score -473692.3 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -476293.656250 Penalty: 827.526123
	Iteration 1F: 3 clusters Score -476293.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -476569.750000 Penalty: 827.526123
	Iteration 2F: 3 clusters Score -476569.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -476865.156250 Penalty: 827.526123
	Iteration 3F: 3 clusters Score -476865.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -477220.843750 Penalty: 827.526123
	Iteration 4F: 3 clusters Score -477220.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -477615.531250 Penalty: 827.526123
	Iteration 5F: 3 clusters Score -477615.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -478011.593750 Penalty: 827.526123
	Iteration 6F: 3 clusters Score -478011.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -478276.750000 Penalty: 827.526123
	Iteration 7Q: 3 clusters Score -478276.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -478453.531250 Penalty: 827.526123
	Iteration 8Q: 3 clusters Score -478453.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -478571.312500 Penalty: 827.526123
	Iteration 9Q: 3 clusters Score -478571.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -478689.031250 Penalty: 827.526123
	Iteration 10Q: 3 clusters Score -478689 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -478808.562500 Penalty: 827.526123
	Iteration 11Q: 3 clusters Score -478808.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -478925.656250 Penalty: 827.526123
	Iteration 12Q: 3 clusters Score -478925.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -479038.906250 Penalty: 827.526123
	Iteration 13Q: 3 clusters Score -479038.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -479185.031250 Penalty: 827.526123
	Iteration 14Q: 3 clusters Score -479185 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -479345.812500 Penalty: 827.526123
	Iteration 15Q: 3 clusters Score -479345.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -479449.843750 Penalty: 827.526123
	Iteration 16Q: 3 clusters Score -479449.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -479505.343750 Penalty: 827.526123
	Iteration 17Q: 3 clusters Score -479505.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -479537.812500 Penalty: 827.526123
	Iteration 18Q: 3 clusters Score -479537.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -479555.125000 Penalty: 827.526123
	Iteration 19Q: 3 clusters Score -479555.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -479567.906250 Penalty: 827.526123
	Iteration 20F: 3 clusters Score -479567.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -479573.500000 Penalty: 827.526123
	Iteration 21Q: 3 clusters Score -479573.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -479576.812500 Penalty: 827.526123
	Iteration 22Q: 3 clusters Score -479576.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -479579.031250 Penalty: 827.526123
	Iteration 23Q: 3 clusters Score -479579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -479581.218750 Penalty: 827.526123
	Iteration 24Q: 3 clusters Score -479581.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -479581.156250 Penalty: 827.526123
	Iteration 25Q: 3 clusters Score -479581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -479581.562500 Penalty: 827.526123
	Iteration 26Q: 3 clusters Score -479581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -479581.906250 Penalty: 827.526123
	Iteration 27Q: 3 clusters Score -479581.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -479583.437500 Penalty: 827.526123
	Iteration 28Q: 3 clusters Score -479583.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -479583.906250 Penalty: 827.526123
	Iteration 29Q: 3 clusters Score -479583.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -479585.062500 Penalty: 827.526123
	Iteration 30Q: 3 clusters Score -479585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -479584.437500 Penalty: 827.526123
	Iteration 31Q: 3 clusters Score -479584.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -479585.406250 Penalty: 827.526123
	Iteration 32Q: 3 clusters Score -479585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -479585.718750 Penalty: 827.526123
	Iteration 33Q: 3 clusters Score -479585.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -479586.125000 Penalty: 827.526123
	Iteration 34Q: 3 clusters Score -479586.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -479585.625000 Penalty: 827.526123
	Iteration 35Q: 3 clusters Score -479585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -479586.468750 Penalty: 827.526123
	Iteration 36Q: 3 clusters Score -479586.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -479585.468750 Penalty: 827.526123
	Iteration 37Q: 3 clusters Score -479585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -479585.218750 Penalty: 827.526123
	Iteration 38Q: 3 clusters Score -479585.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -479585.625000 Penalty: 827.526123
	Iteration 39Q: 3 clusters Score -479585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -479586.656250 Penalty: 827.526123
	Iteration 40F: 3 clusters Score -479586.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -479586.812500 Penalty: 827.526123
	Iteration 41Q: 3 clusters Score -479586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -479587.500000 Penalty: 827.526123
	Iteration 42Q: 3 clusters Score -479587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -479588.156250 Penalty: 827.526123
	Iteration 43Q: 3 clusters Score -479588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -479587.000000 Penalty: 827.526123
	Iteration 44Q: 3 clusters Score -479587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -479586.718750 Penalty: 827.526123
	Iteration 45Q: 3 clusters Score -479586.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -479586.062500 Penalty: 827.526123
	Iteration 46Q: 3 clusters Score -479586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -479586.843750 Penalty: 827.526123
	Iteration 47Q: 3 clusters Score -479586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -479587.718750 Penalty: 827.526123
	Iteration 48Q: 3 clusters Score -479587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -479587.812500 Penalty: 827.526123
	Iteration 49Q: 3 clusters Score -479587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -479587.812500 Penalty: 827.526123
	Iteration 50F: 3 clusters Score -479587.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (57629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Entering Unmasked Estep 
Score: -3216439.750000 Penalty: 498.761047
	Iteration 0F: 2 clusters Score -3216440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -3177867.000000 Penalty: 997.522095
	Iteration 0F: 3 clusters Score -3177867 nChanged 28040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3194217.750000 Penalty: 997.522095
	Iteration 1F: 3 clusters Score -3194218 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3194576.500000 Penalty: 997.522095
	Iteration 2Q: 3 clusters Score -3194576 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3195029.250000 Penalty: 997.522095
	Iteration 3Q: 3 clusters Score -3195029 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3195784.250000 Penalty: 997.522095
	Iteration 4Q: 3 clusters Score -3195784 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3197094.750000 Penalty: 997.522095
	Iteration 5Q: 3 clusters Score -3197095 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3199236.250000 Penalty: 997.522095
	Iteration 6F: 3 clusters Score -3199236 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3202108.250000 Penalty: 997.522095
	Iteration 7F: 3 clusters Score -3202108 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3205172.500000 Penalty: 997.522095
	Iteration 8F: 3 clusters Score -3205172 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3207522.500000 Penalty: 997.522095
	Iteration 9F: 3 clusters Score -3207522 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3209052.000000 Penalty: 997.522095
	Iteration 10Q: 3 clusters Score -3209052 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3210114.750000 Penalty: 997.522095
	Iteration 11Q: 3 clusters Score -3210115 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3210984.000000 Penalty: 997.522095
	Iteration 12Q: 3 clusters Score -3210984 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3211809.750000 Penalty: 997.522095
	Iteration 13Q: 3 clusters Score -3211810 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3212558.250000 Penalty: 997.522095
	Iteration 14Q: 3 clusters Score -3212558 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3213162.250000 Penalty: 997.522095
	Iteration 15Q: 3 clusters Score -3213162 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3213692.250000 Penalty: 997.522095
	Iteration 16Q: 3 clusters Score -3213692 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3214138.250000 Penalty: 997.522095
	Iteration 17Q: 3 clusters Score -3214138 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3214502.750000 Penalty: 997.522095
	Iteration 18Q: 3 clusters Score -3214503 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3214805.250000 Penalty: 997.522095
	Iteration 19Q: 3 clusters Score -3214805 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3215021.500000 Penalty: 997.522095
	Iteration 20F: 3 clusters Score -3215022 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3215193.250000 Penalty: 997.522095
	Iteration 21Q: 3 clusters Score -3215193 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3215372.500000 Penalty: 997.522095
	Iteration 22Q: 3 clusters Score -3215372 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3215499.250000 Penalty: 997.522095
	Iteration 23Q: 3 clusters Score -3215499 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3215623.500000 Penalty: 997.522095
	Iteration 24Q: 3 clusters Score -3215624 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3215724.500000 Penalty: 997.522095
	Iteration 25Q: 3 clusters Score -3215724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3215808.250000 Penalty: 997.522095
	Iteration 26Q: 3 clusters Score -3215808 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3215883.750000 Penalty: 997.522095
	Iteration 27Q: 3 clusters Score -3215884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3215925.000000 Penalty: 997.522095
	Iteration 28Q: 3 clusters Score -3215925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3215953.750000 Penalty: 997.522095
	Iteration 29Q: 3 clusters Score -3215954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3215967.750000 Penalty: 997.522095
	Iteration 30Q: 3 clusters Score -3215968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3215977.000000 Penalty: 997.522095
	Iteration 31Q: 3 clusters Score -3215977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3215993.000000 Penalty: 997.522095
	Iteration 32Q: 3 clusters Score -3215993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3215998.750000 Penalty: 997.522095
	Iteration 33Q: 3 clusters Score -3215999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3216004.000000 Penalty: 997.522095
	Iteration 34Q: 3 clusters Score -3216004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3216005.750000 Penalty: 997.522095
	Iteration 35Q: 3 clusters Score -3216006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3216007.750000 Penalty: 997.522095
	Iteration 36Q: 3 clusters Score -3216008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3216011.000000 Penalty: 997.522095
	Iteration 37Q: 3 clusters Score -3216011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3216015.250000 Penalty: 997.522095
	Iteration 38Q: 3 clusters Score -3216015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3216014.250000 Penalty: 997.522095
	Iteration 39Q: 3 clusters Score -3216014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3216017.000000 Penalty: 997.522095
	Iteration 40F: 3 clusters Score -3216017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3216017.500000 Penalty: 997.522095
	Iteration 41Q: 3 clusters Score -3216018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3216019.250000 Penalty: 997.522095
	Iteration 42Q: 3 clusters Score -3216019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3216019.250000 Penalty: 997.522095
	Iteration 43F: 3 clusters Score -3216019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Entering Unmasked Estep 
Score: -2496856.750000 Penalty: 489.805817
	Iteration 0F: 2 clusters Score -2496857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2465141.500000 Penalty: 979.611633
	Iteration 0F: 3 clusters Score -2465142 nChanged 22882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2479749.000000 Penalty: 979.611633
	Iteration 1F: 3 clusters Score -2479749 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2481395.250000 Penalty: 979.611633
	Iteration 2F: 3 clusters Score -2481395 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2484101.250000 Penalty: 979.611633
	Iteration 3F: 3 clusters Score -2484101 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2487965.000000 Penalty: 979.611633
	Iteration 4F: 3 clusters Score -2487965 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2491751.750000 Penalty: 979.611633
	Iteration 5F: 3 clusters Score -2491752 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2494045.500000 Penalty: 979.611633
	Iteration 6Q: 3 clusters Score -2494046 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2495068.750000 Penalty: 979.611633
	Iteration 7Q: 3 clusters Score -2495069 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2495504.250000 Penalty: 979.611633
	Iteration 8Q: 3 clusters Score -2495504 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2495728.750000 Penalty: 979.611633
	Iteration 9Q: 3 clusters Score -2495729 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2495869.000000 Penalty: 979.611633
	Iteration 10Q: 3 clusters Score -2495869 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2495992.000000 Penalty: 979.611633
	Iteration 11Q: 3 clusters Score -2495992 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2496099.000000 Penalty: 979.611633
	Iteration 12Q: 3 clusters Score -2496099 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2496190.750000 Penalty: 979.611633
	Iteration 13Q: 3 clusters Score -2496191 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2496267.000000 Penalty: 979.611633
	Iteration 14Q: 3 clusters Score -2496267 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2496341.000000 Penalty: 979.611633
	Iteration 15Q: 3 clusters Score -2496341 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2496416.000000 Penalty: 979.611633
	Iteration 16Q: 3 clusters Score -2496416 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2496469.500000 Penalty: 979.611633
	Iteration 17Q: 3 clusters Score -2496470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2496510.250000 Penalty: 979.611633
	Iteration 18Q: 3 clusters Score -2496510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2496547.750000 Penalty: 979.611633
	Iteration 19Q: 3 clusters Score -2496548 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2496581.500000 Penalty: 979.611633
	Iteration 20F: 3 clusters Score -2496582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2496600.750000 Penalty: 979.611633
	Iteration 21Q: 3 clusters Score -2496601 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2496624.000000 Penalty: 979.611633
	Iteration 22Q: 3 clusters Score -2496624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2496642.000000 Penalty: 979.611633
	Iteration 23Q: 3 clusters Score -2496642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2496655.750000 Penalty: 979.611633
	Iteration 24Q: 3 clusters Score -2496656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2496663.500000 Penalty: 979.611633
	Iteration 25Q: 3 clusters Score -2496664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2496675.000000 Penalty: 979.611633
	Iteration 26Q: 3 clusters Score -2496675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2496683.500000 Penalty: 979.611633
	Iteration 27Q: 3 clusters Score -2496684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2496688.000000 Penalty: 979.611633
	Iteration 28Q: 3 clusters Score -2496688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2496688.000000 Penalty: 979.611633
	Iteration 29Q: 3 clusters Score -2496688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2496686.000000 Penalty: 979.611633
	Iteration 30Q: 3 clusters Score -2496686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2496681.500000 Penalty: 979.611633
	Iteration 31Q: 3 clusters Score -2496682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2496681.000000 Penalty: 979.611633
	Iteration 32Q: 3 clusters Score -2496681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2496684.250000 Penalty: 979.611633
	Iteration 33Q: 3 clusters Score -2496684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2496680.500000 Penalty: 979.611633
	Iteration 34Q: 3 clusters Score -2496680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2496683.500000 Penalty: 979.611633
	Iteration 35Q: 3 clusters Score -2496684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2496684.250000 Penalty: 979.611633
	Iteration 36Q: 3 clusters Score -2496684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2496685.750000 Penalty: 979.611633
	Iteration 37Q: 3 clusters Score -2496686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2496684.500000 Penalty: 979.611633
	Iteration 38Q: 3 clusters Score -2496684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2496687.750000 Penalty: 979.611633
	Iteration 39Q: 3 clusters Score -2496688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2496689.250000 Penalty: 979.611633
	Iteration 40F: 3 clusters Score -2496689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2496691.500000 Penalty: 979.611633
	Iteration 41Q: 3 clusters Score -2496692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2496690.250000 Penalty: 979.611633
	Iteration 42Q: 3 clusters Score -2496690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2496693.750000 Penalty: 979.611633
	Iteration 43Q: 3 clusters Score -2496694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2496692.500000 Penalty: 979.611633
	Iteration 44Q: 3 clusters Score -2496692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2496691.000000 Penalty: 979.611633
	Iteration 45Q: 3 clusters Score -2496691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2496688.750000 Penalty: 979.611633
	Iteration 46Q: 3 clusters Score -2496689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2496686.250000 Penalty: 979.611633
	Iteration 47Q: 3 clusters Score -2496686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2496686.250000 Penalty: 979.611633
	Iteration 48F: 3 clusters Score -2496686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Entering Unmasked Estep 
Score: -1065421.625000 Penalty: 451.290619
	Iteration 0F: 2 clusters Score -1065422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1051906.875000 Penalty: 902.581238
	Iteration 0F: 3 clusters Score -1051907 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1057752.125000 Penalty: 902.581238
	Iteration 1F: 3 clusters Score -1057752 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1058423.375000 Penalty: 902.581238
	Iteration 2F: 3 clusters Score -1058423 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1059286.000000 Penalty: 902.581238
	Iteration 3F: 3 clusters Score -1059286 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1060399.000000 Penalty: 902.581238
	Iteration 4F: 3 clusters Score -1060399 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1061533.500000 Penalty: 902.581238
	Iteration 5F: 3 clusters Score -1061534 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1062294.625000 Penalty: 902.581238
	Iteration 6F: 3 clusters Score -1062295 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1062642.000000 Penalty: 902.581238
	Iteration 7Q: 3 clusters Score -1062642 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1062825.875000 Penalty: 902.581238
	Iteration 8Q: 3 clusters Score -1062826 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1062957.000000 Penalty: 902.581238
	Iteration 9Q: 3 clusters Score -1062957 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1063082.875000 Penalty: 902.581238
	Iteration 10Q: 3 clusters Score -1063083 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1063214.750000 Penalty: 902.581238
	Iteration 11Q: 3 clusters Score -1063215 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1063340.125000 Penalty: 902.581238
	Iteration 12Q: 3 clusters Score -1063340 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1063448.625000 Penalty: 902.581238
	Iteration 13Q: 3 clusters Score -1063449 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1063551.125000 Penalty: 902.581238
	Iteration 14Q: 3 clusters Score -1063551 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1063649.500000 Penalty: 902.581238
	Iteration 15Q: 3 clusters Score -1063650 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1063746.125000 Penalty: 902.581238
	Iteration 16Q: 3 clusters Score -1063746 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1063851.000000 Penalty: 902.581238
	Iteration 17Q: 3 clusters Score -1063851 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1063960.500000 Penalty: 902.581238
	Iteration 18Q: 3 clusters Score -1063960 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1064048.625000 Penalty: 902.581238
	Iteration 19Q: 3 clusters Score -1064049 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1064133.125000 Penalty: 902.581238
	Iteration 20F: 3 clusters Score -1064133 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1064200.750000 Penalty: 902.581238
	Iteration 21Q: 3 clusters Score -1064201 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1064256.750000 Penalty: 902.581238
	Iteration 22Q: 3 clusters Score -1064257 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1064304.125000 Penalty: 902.581238
	Iteration 23Q: 3 clusters Score -1064304 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1064342.750000 Penalty: 902.581238
	Iteration 24Q: 3 clusters Score -1064343 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1064381.125000 Penalty: 902.581238
	Iteration 25Q: 3 clusters Score -1064381 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1064418.625000 Penalty: 902.581238
	Iteration 26Q: 3 clusters Score -1064419 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1064459.125000 Penalty: 902.581238
	Iteration 27Q: 3 clusters Score -1064459 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1064493.250000 Penalty: 902.581238
	Iteration 28Q: 3 clusters Score -1064493 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1064520.125000 Penalty: 902.581238
	Iteration 29Q: 3 clusters Score -1064520 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1064553.500000 Penalty: 902.581238
	Iteration 30Q: 3 clusters Score -1064554 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1064579.375000 Penalty: 902.581238
	Iteration 31Q: 3 clusters Score -1064579 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1064603.625000 Penalty: 902.581238
	Iteration 32Q: 3 clusters Score -1064604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1064626.875000 Penalty: 902.581238
	Iteration 33Q: 3 clusters Score -1064627 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1064658.625000 Penalty: 902.581238
	Iteration 34Q: 3 clusters Score -1064659 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1064684.625000 Penalty: 902.581238
	Iteration 35Q: 3 clusters Score -1064685 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1064713.125000 Penalty: 902.581238
	Iteration 36Q: 3 clusters Score -1064713 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1064736.000000 Penalty: 902.581238
	Iteration 37Q: 3 clusters Score -1064736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1064764.375000 Penalty: 902.581238
	Iteration 38Q: 3 clusters Score -1064764 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1064793.125000 Penalty: 902.581238
	Iteration 39Q: 3 clusters Score -1064793 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1064825.125000 Penalty: 902.581238
	Iteration 40F: 3 clusters Score -1064825 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1064850.875000 Penalty: 902.581238
	Iteration 41Q: 3 clusters Score -1064851 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1064886.125000 Penalty: 902.581238
	Iteration 42Q: 3 clusters Score -1064886 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1064912.125000 Penalty: 902.581238
	Iteration 43Q: 3 clusters Score -1064912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1064938.750000 Penalty: 902.581238
	Iteration 44Q: 3 clusters Score -1064939 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1064958.500000 Penalty: 902.581238
	Iteration 45Q: 3 clusters Score -1064958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1064974.625000 Penalty: 902.581238
	Iteration 46Q: 3 clusters Score -1064975 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1064990.625000 Penalty: 902.581238
	Iteration 47Q: 3 clusters Score -1064991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1065008.000000 Penalty: 902.581238
	Iteration 48Q: 3 clusters Score -1065008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1065021.625000 Penalty: 902.581238
	Iteration 49Q: 3 clusters Score -1065022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1065034.750000 Penalty: 902.581238
	Iteration 50Q: 3 clusters Score -1065035 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1065047.750000 Penalty: 902.581238
	Iteration 51Q: 3 clusters Score -1065048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1065060.375000 Penalty: 902.581238
	Iteration 52Q: 3 clusters Score -1065060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1065071.875000 Penalty: 902.581238
	Iteration 53Q: 3 clusters Score -1065072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1065084.750000 Penalty: 902.581238
	Iteration 54Q: 3 clusters Score -1065085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1065097.250000 Penalty: 902.581238
	Iteration 55Q: 3 clusters Score -1065097 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1065104.375000 Penalty: 902.581238
	Iteration 56Q: 3 clusters Score -1065104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1065115.500000 Penalty: 902.581238
	Iteration 57Q: 3 clusters Score -1065116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1065131.500000 Penalty: 902.581238
	Iteration 58Q: 3 clusters Score -1065132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1065140.500000 Penalty: 902.581238
	Iteration 59Q: 3 clusters Score -1065140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1065147.875000 Penalty: 902.581238
	Iteration 60F: 3 clusters Score -1065148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1065154.625000 Penalty: 902.581238
	Iteration 61Q: 3 clusters Score -1065155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1065162.375000 Penalty: 902.581238
	Iteration 62Q: 3 clusters Score -1065162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1065168.625000 Penalty: 902.581238
	Iteration 63Q: 3 clusters Score -1065169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1065173.875000 Penalty: 902.581238
	Iteration 64Q: 3 clusters Score -1065174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1065178.375000 Penalty: 902.581238
	Iteration 65Q: 3 clusters Score -1065178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1065188.125000 Penalty: 902.581238
	Iteration 66Q: 3 clusters Score -1065188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1065193.750000 Penalty: 902.581238
	Iteration 67Q: 3 clusters Score -1065194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1065202.000000 Penalty: 902.581238
	Iteration 68Q: 3 clusters Score -1065202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1065208.250000 Penalty: 902.581238
	Iteration 69Q: 3 clusters Score -1065208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1065216.375000 Penalty: 902.581238
	Iteration 70Q: 3 clusters Score -1065216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1065223.000000 Penalty: 902.581238
	Iteration 71Q: 3 clusters Score -1065223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1065230.875000 Penalty: 902.581238
	Iteration 72Q: 3 clusters Score -1065231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1065237.750000 Penalty: 902.581238
	Iteration 73Q: 3 clusters Score -1065238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1065239.375000 Penalty: 902.581238
	Iteration 74Q: 3 clusters Score -1065239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1065243.375000 Penalty: 902.581238
	Iteration 75Q: 3 clusters Score -1065243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1065242.750000 Penalty: 902.581238
	Iteration 76Q: 3 clusters Score -1065243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1065244.875000 Penalty: 902.581238
	Iteration 77Q: 3 clusters Score -1065245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1065246.625000 Penalty: 902.581238
	Iteration 78Q: 3 clusters Score -1065247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1065246.500000 Penalty: 902.581238
	Iteration 79Q: 3 clusters Score -1065246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1065245.750000 Penalty: 902.581238
	Iteration 80F: 3 clusters Score -1065246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1065247.000000 Penalty: 902.581238
	Iteration 81Q: 3 clusters Score -1065247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1065247.375000 Penalty: 902.581238
	Iteration 82Q: 3 clusters Score -1065247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1065251.500000 Penalty: 902.581238
	Iteration 83Q: 3 clusters Score -1065252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1065252.125000 Penalty: 902.581238
	Iteration 84Q: 3 clusters Score -1065252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1065251.875000 Penalty: 902.581238
	Iteration 85Q: 3 clusters Score -1065252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1065251.750000 Penalty: 902.581238
	Iteration 86Q: 3 clusters Score -1065252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1065252.125000 Penalty: 902.581238
	Iteration 87Q: 3 clusters Score -1065252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1065251.375000 Penalty: 902.581238
	Iteration 88Q: 3 clusters Score -1065251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1065252.375000 Penalty: 902.581238
	Iteration 89Q: 3 clusters Score -1065252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1065253.500000 Penalty: 902.581238
	Iteration 90Q: 3 clusters Score -1065254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1065255.625000 Penalty: 902.581238
	Iteration 91Q: 3 clusters Score -1065256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1065258.625000 Penalty: 902.581238
	Iteration 92Q: 3 clusters Score -1065259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1065259.375000 Penalty: 902.581238
	Iteration 93Q: 3 clusters Score -1065259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1065262.625000 Penalty: 902.581238
	Iteration 94Q: 3 clusters Score -1065263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1065265.000000 Penalty: 902.581238
	Iteration 95Q: 3 clusters Score -1065265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1065268.000000 Penalty: 902.581238
	Iteration 96Q: 3 clusters Score -1065268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1065271.375000 Penalty: 902.581238
	Iteration 97Q: 3 clusters Score -1065271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1065272.500000 Penalty: 902.581238
	Iteration 98Q: 3 clusters Score -1065272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1065271.750000 Penalty: 902.581238
	Iteration 99Q: 3 clusters Score -1065272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1065272.875000 Penalty: 902.581238
	Iteration 100F: 3 clusters Score -1065273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1065273.125000 Penalty: 902.581238
	Iteration 101Q: 3 clusters Score -1065273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1065273.750000 Penalty: 902.581238
	Iteration 102Q: 3 clusters Score -1065274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1065273.750000 Penalty: 902.581238
	Iteration 103Q: 3 clusters Score -1065274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1065273.000000 Penalty: 902.581238
	Iteration 104Q: 3 clusters Score -1065273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1065273.000000 Penalty: 902.581238
	Iteration 105F: 3 clusters Score -1065273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164687 members 
Entering Unmasked Estep 
Score: -8657132.000000 Penalty: 546.536987
	Iteration 0F: 2 clusters Score -8657132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -8549638.000000 Penalty: 1093.073975
	Iteration 0F: 3 clusters Score -8549638 nChanged 80818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -8600024.000000 Penalty: 1093.073975
	Iteration 1F: 3 clusters Score -8600024 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -8601750.000000 Penalty: 1093.073975
	Iteration 2Q: 3 clusters Score -8601750 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -8604074.000000 Penalty: 1093.073975
	Iteration 3Q: 3 clusters Score -8604074 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -8607609.000000 Penalty: 1093.073975
	Iteration 4Q: 3 clusters Score -8607609 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 103560 members 
Entering Unmasked Estep 
Score: -8613142.000000 Penalty: 1093.073975
	Iteration 5F: 3 clusters Score -8613142 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 110779 members 
Entering Unmasked Estep 
Score: -8620153.000000 Penalty: 1093.073975
	Iteration 6F: 3 clusters Score -8620153 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 116495 members 
Entering Unmasked Estep 
Score: -8626481.000000 Penalty: 1093.073975
	Iteration 7F: 3 clusters Score -8626481 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 120034 members 
Entering Unmasked Estep 
Score: -8629656.000000 Penalty: 1093.073975
	Iteration 8F: 3 clusters Score -8629656 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -8630769.000000 Penalty: 1093.073975
	Iteration 9Q: 3 clusters Score -8630769 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 124251 members 
Entering Unmasked Estep 
Score: -8630890.000000 Penalty: 1093.073975
	Iteration 10Q: 3 clusters Score -8630890 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -8630726.000000 Penalty: 1093.073975
	Iteration 11Q: 3 clusters Score -8630726 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 126702 members 
Entering Unmasked Estep 
Score: -8630619.000000 Penalty: 1093.073975
	Iteration 12Q: 3 clusters Score -8630619 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 127382 members 
Entering Unmasked Estep 
Score: -8630434.000000 Penalty: 1093.073975
	Iteration 13Q: 3 clusters Score -8630434 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 127744 members 
Entering Unmasked Estep 
Score: -8630093.000000 Penalty: 1093.073975
	Iteration 14Q: 3 clusters Score -8630093 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 127871 members 
Entering Unmasked Estep 
Score: -8629830.000000 Penalty: 1093.073975
	Iteration 15Q: 3 clusters Score -8629830 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 127663 members 
Entering Unmasked Estep 
Score: -8629600.000000 Penalty: 1093.073975
	Iteration 16Q: 3 clusters Score -8629600 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 127209 members 
Entering Unmasked Estep 
Score: -8629331.000000 Penalty: 1093.073975
	Iteration 17Q: 3 clusters Score -8629331 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 126524 members 
Entering Unmasked Estep 
Score: -8629044.000000 Penalty: 1093.073975
	Iteration 18Q: 3 clusters Score -8629044 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 125565 members 
Entering Unmasked Estep 
Score: -8628806.000000 Penalty: 1093.073975
	Iteration 19Q: 3 clusters Score -8628806 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 124337 members 
Entering Unmasked Estep 
Score: -8628752.000000 Penalty: 1093.073975
	Iteration 20F: 3 clusters Score -8628752 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 122794 members 
Entering Unmasked Estep 
Score: -8628547.000000 Penalty: 1093.073975
	Iteration 21Q: 3 clusters Score -8628547 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 120828 members 
Entering Unmasked Estep 
Score: -8628544.000000 Penalty: 1093.073975
	Iteration 22Q: 3 clusters Score -8628544 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 118511 members 
Entering Unmasked Estep 
Score: -8628452.000000 Penalty: 1093.073975
	Iteration 23Q: 3 clusters Score -8628452 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 115788 members 
Entering Unmasked Estep 
Score: -8628792.000000 Penalty: 1093.073975
	Iteration 24Q: 3 clusters Score -8628792 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 112656 members 
Entering Unmasked Estep 
Score: -8629007.000000 Penalty: 1093.073975
	Iteration 25Q: 3 clusters Score -8629007 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 109166 members 
Entering Unmasked Estep 
Score: -8629524.000000 Penalty: 1093.073975
	Iteration 26Q: 3 clusters Score -8629524 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 105365 members 
Entering Unmasked Estep 
Score: -8630432.000000 Penalty: 1093.073975
	Iteration 27Q: 3 clusters Score -8630432 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -8631154.000000 Penalty: 1093.073975
	Iteration 28Q: 3 clusters Score -8631154 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -8632245.000000 Penalty: 1093.073975
	Iteration 29Q: 3 clusters Score -8632245 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 93188 members 
Entering Unmasked Estep 
Score: -8633487.000000 Penalty: 1093.073975
	Iteration 30Q: 3 clusters Score -8633487 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -8634532.000000 Penalty: 1093.073975
	Iteration 31Q: 3 clusters Score -8634532 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -8635321.000000 Penalty: 1093.073975
	Iteration 32Q: 3 clusters Score -8635321 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -8635965.000000 Penalty: 1093.073975
	Iteration 33Q: 3 clusters Score -8635965 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -8636299.000000 Penalty: 1093.073975
	Iteration 34Q: 3 clusters Score -8636299 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -8636513.000000 Penalty: 1093.073975
	Iteration 35Q: 3 clusters Score -8636513 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85094 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -8636704.000000 Penalty: 1093.073975
	Iteration 36Q: 3 clusters Score -8636704 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -8636831.000000 Penalty: 1093.073975
	Iteration 37Q: 3 clusters Score -8636831 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
Score: -8636983.000000 Penalty: 1093.073975
	Iteration 38Q: 3 clusters Score -8636983 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85564 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -8637066.000000 Penalty: 1093.073975
	Iteration 39Q: 3 clusters Score -8637066 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -8637741.000000 Penalty: 1093.073975
	Iteration 40F: 3 clusters Score -8637741 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -8638398.000000 Penalty: 1093.073975
	Iteration 41Q: 3 clusters Score -8638398 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -8639067.000000 Penalty: 1093.073975
	Iteration 42Q: 3 clusters Score -8639067 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -8639601.000000 Penalty: 1093.073975
	Iteration 43Q: 3 clusters Score -8639601 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -8640230.000000 Penalty: 1093.073975
	Iteration 44Q: 3 clusters Score -8640230 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -8640799.000000 Penalty: 1093.073975
	Iteration 45Q: 3 clusters Score -8640799 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -8641444.000000 Penalty: 1093.073975
	Iteration 46Q: 3 clusters Score -8641444 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -8642130.000000 Penalty: 1093.073975
	Iteration 47Q: 3 clusters Score -8642130 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -8642835.000000 Penalty: 1093.073975
	Iteration 48Q: 3 clusters Score -8642835 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 81642 members 
Entering Unmasked Estep 
Score: -8643460.000000 Penalty: 1093.073975
	Iteration 49Q: 3 clusters Score -8643460 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82219 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -8644144.000000 Penalty: 1093.073975
	Iteration 50Q: 3 clusters Score -8644144 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -8644687.000000 Penalty: 1093.073975
	Iteration 51Q: 3 clusters Score -8644687 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 84069 members 
Entering Unmasked Estep 
Score: -8645208.000000 Penalty: 1093.073975
	Iteration 52Q: 3 clusters Score -8645208 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 84859 members 
Entering Unmasked Estep 
Score: -8645683.000000 Penalty: 1093.073975
	Iteration 53Q: 3 clusters Score -8645683 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -8646123.000000 Penalty: 1093.073975
	Iteration 54Q: 3 clusters Score -8646123 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -8646417.000000 Penalty: 1093.073975
	Iteration 55Q: 3 clusters Score -8646417 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 87297 members 
Entering Unmasked Estep 
Score: -8646707.000000 Penalty: 1093.073975
	Iteration 56Q: 3 clusters Score -8646707 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -8646899.000000 Penalty: 1093.073975
	Iteration 57Q: 3 clusters Score -8646899 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 88591 members 
Entering Unmasked Estep 
Score: -8647042.000000 Penalty: 1093.073975
	Iteration 58Q: 3 clusters Score -8647042 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -8647168.000000 Penalty: 1093.073975
	Iteration 59Q: 3 clusters Score -8647168 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 89567 members 
Entering Unmasked Estep 
Score: -8647378.000000 Penalty: 1093.073975
	Iteration 60F: 3 clusters Score -8647378 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -8647552.000000 Penalty: 1093.073975
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Mstep: Class 1 contains 74096 members 
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Mstep: Class 2 contains 91450 members 
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Mstep: Class 2 contains 92188 members 
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Mstep: Class 2 contains 93052 members 
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Mstep: Class 2 contains 93977 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 94410 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 94836 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 95280 members 
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Mstep: Class 2 contains 96768 members 
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Mstep: Class 2 contains 97320 members 
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Mstep: Class 2 contains 97933 members 
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	Iteration 78Q: 3 clusters Score -8647983 nChanged 664
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 99979 members 
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Mstep: Class 2 contains 101482 members 
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Mstep: Class 2 contains 102266 members 
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	Iteration 100F: 3 clusters Score -8645363 nChanged 586
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	Iteration 106Q: 3 clusters Score -8644391 nChanged 468
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	Iteration 148Q: 3 clusters Score -8644221 nChanged 493
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Mstep: Class 2 contains 98339 members 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 67126 members 
Mstep: Class 2 contains 97561 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 97206 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8645733 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 96641 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8645865 nChanged 382
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Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 96415 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8646021 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 96088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 95961 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8646282 nChanged 287
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Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8646383 nChanged 284
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Mstep: Class 1 contains 68881 members 
Mstep: Class 2 contains 95806 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8646452 nChanged 260
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Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68898 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68876 members 
Mstep: Class 2 contains 95811 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8646690 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68837 members 
Mstep: Class 2 contains 95850 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8646722 nChanged 204
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Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 95999 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 96121 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8646832 nChanged 195
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Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8646906 nChanged 201
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Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 96385 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8646943 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 96544 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8646986 nChanged 198
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Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8647020 nChanged 178
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Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8647047 nChanged 194
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Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 97243 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8647038 nChanged 203
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Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 97440 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8647026 nChanged 193
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Mstep: Class 1 contains 67054 members 
Mstep: Class 2 contains 97633 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8647016 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8647046 nChanged 187
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Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8647034 nChanged 181
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Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8647012 nChanged 212
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Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8646979 nChanged 219
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Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8646933 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 99107 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8646902 nChanged 230
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Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8646893 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65132 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8646867 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64907 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8646866 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 100031 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8646848 nChanged 252
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Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8646788 nChanged 272
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Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 100555 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8646732 nChanged 250
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 100805 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8646724 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 101066 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8646700 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8646684 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 101606 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8646675 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8646665 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8646648 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 102590 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8646605 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 102948 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8646530 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 103322 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8646496 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 103683 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8646438 nChanged 390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 104073 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8646371 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8646345 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 104865 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8646274 nChanged 368
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Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 105231 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8646179 nChanged 349
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 105580 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8646132 nChanged 327
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Mstep: Class 1 contains 58780 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8646051 nChanged 312
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Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 106215 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8645967 nChanged 305
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Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8645908 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 106829 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8645843 nChanged 296
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Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 107113 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8645778 nChanged 284
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Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 107379 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8645683 nChanged 292
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Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8645593 nChanged 286
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Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 107887 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8645515 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 108097 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8645453 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8645358 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8645268 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 108538 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8645155 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56059 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8645117 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55961 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8645040 nChanged 193
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Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 108793 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8644970 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 108849 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8644897 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108877 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8644822 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 108860 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8644735 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8644690 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 108731 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -8644627 nChanged 200
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	Iteration 230Q: 3 clusters Score -8644570 nChanged 180
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8644531 nChanged 187
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8644495 nChanged 203
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Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8644439 nChanged 229
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Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 108072 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8644397 nChanged 211
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Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 107877 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -8644363 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57040 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -8644306 nChanged 236
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Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 107419 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8644288 nChanged 263
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Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8644265 nChanged 258
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Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 106906 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -8644265 nChanged 256
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Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 106652 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -8644282 nChanged 260
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Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 106392 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -8644315 nChanged 212
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Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -8644305 nChanged 224
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Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 105956 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -8644296 nChanged 231
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Mstep: Class 1 contains 58962 members 
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -8644310 nChanged 218
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -8644326 nChanged 236
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Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -8644325 nChanged 221
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Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -8644371 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -8644381 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 104305 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -8644409 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 104066 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -8644445 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60838 members 
Mstep: Class 2 contains 103849 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -8644475 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 103625 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -8644512 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -8644564 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 103162 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -8644585 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 102916 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -8644608 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 102663 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -8644659 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 102409 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -8644697 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 102114 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -8644739 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -8644816 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63192 members 
Mstep: Class 2 contains 101495 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -8644892 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -8644973 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 100848 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -8645051 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 100503 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -8645134 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -8645237 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 99892 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -8645333 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 99589 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -8645400 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 99253 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -8645494 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -8645592 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66030 members 
Mstep: Class 2 contains 98657 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -8645692 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 98390 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -8645806 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -8645879 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66723 members 
Mstep: Class 2 contains 97964 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -8645956 nChanged 287
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Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -8646056 nChanged 268
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Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -8646148 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -8646181 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67250 members 
Mstep: Class 2 contains 97437 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -8646220 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -8646271.000000 Penalty: 1093.073975
	Iteration 278Q: 3 clusters Score -8646271 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67395 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -8646349.000000 Penalty: 1093.073975
	Iteration 279Q: 3 clusters Score -8646349 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67425 members 
Mstep: Class 2 contains 97262 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -8646438 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67423 members 
Mstep: Class 2 contains 97264 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -8646494 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67412 members 
Mstep: Class 2 contains 97275 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -8646532 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -8646584 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 97405 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -8646632 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -8646655 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 97610 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -8646706 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 97729 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -8646732 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 97847 members 
Entering Unmasked Estep 
Score: -8646735.000000 Penalty: 1093.073975
	Iteration 288Q: 3 clusters Score -8646735 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -8646730 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 98097 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -8646738 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -8646754 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -8646741.000000 Penalty: 1093.073975
	Iteration 292Q: 3 clusters Score -8646741 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -8646766 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66041 members 
Mstep: Class 2 contains 98646 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -8646768 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 98801 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -8646774 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -8646773 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -8646755 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -8646761 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -8646772 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 99628 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -8646759 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64892 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -8646761 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 99976 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -8646726 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -8646693 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -8646654 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64156 members 
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Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -8646642 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 100727 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -8646615 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -8646568 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -8646571 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -8646576 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63171 members 
Mstep: Class 2 contains 101516 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -8646571 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 101735 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -8646588 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 101976 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -8646577 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -8646578 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 102512 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -8646543 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61855 members 
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Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -8646489 nChanged 344
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Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 103176 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -8646445 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61154 members 
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Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -8646374 nChanged 328
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Mstep: Class 1 contains 60826 members 
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -8646306 nChanged 328
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Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 104189 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -8646297 nChanged 345
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Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 104534 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -8646239 nChanged 322
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Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 104854 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -8646178 nChanged 288
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Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -8646130 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59241 members 
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -8646021 nChanged 266
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Mstep: Class 1 contains 58979 members 
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Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -8645961 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58723 members 
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Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -8645911 nChanged 243
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Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 106207 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -8645851 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58214 members 
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Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -8645823 nChanged 243
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Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 106712 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -8645769 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 106950 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -8645690 nChanged 252
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Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 107194 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -8645592 nChanged 272
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Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 107436 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -8645514 nChanged 261
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Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 107659 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -8645454 nChanged 262
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Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 107861 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -8645348 nChanged 233
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Mstep: Class 2 contains 108036 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -8645261 nChanged 229
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Mstep: Class 2 contains 108185 members 
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	Iteration 335Q: 3 clusters Score -8645224 nChanged 204
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Mstep: Class 1 contains 56368 members 
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Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -8645138 nChanged 200
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Mstep: Class 1 contains 56292 members 
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Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -8645080 nChanged 195
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Mstep: Class 1 contains 56227 members 
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Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -8645001 nChanged 185
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Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -8644925 nChanged 177
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Mstep: Class 2 contains 108500 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 108470 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -8644804 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 108415 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 108340 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -8644688 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 108266 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -8644669 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -8644626 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 108055 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -8644571 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 107907 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -8644521 nChanged 196
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Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 107745 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -8644439 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 107358 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -8644405 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 107152 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -8644379 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -8644381 nChanged 229
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Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 106719 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -8644342 nChanged 213
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Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -8644376 nChanged 195
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Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 106313 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -8644395 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 106131 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -8644390 nChanged 204
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Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 105927 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -8644413 nChanged 182
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Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 105745 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -8644369 nChanged 182
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Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 105563 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -8644377 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -8644372 nChanged 180
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Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 105189 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -8644396 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59710 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -8644419 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 104759 members 
Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -8644414 nChanged 221
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Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -8644434 nChanged 237
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Mstep: Class 1 contains 60386 members 
Mstep: Class 2 contains 104301 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -8644458 nChanged 239
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Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -8644481 nChanged 205
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Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 103857 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -8644535 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 103436 members 
Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -8644620 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -8644631 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 102991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 102760 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -8644697 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 102540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 102272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 101987 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -8644842 nChanged 293
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Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -8644890 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 101391 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -8645042 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 100785 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -8645137 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 100497 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -8645204 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 100203 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -8645301 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 99888 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -8645397 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -8645432 nChanged 344
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Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 99262 members 
Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -8645549 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 98959 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -8645664 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 66234 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 97977 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -8646072 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 97846 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -8646137 nChanged 210
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Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -8646151 nChanged 194
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Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -8646216 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -8646271 nChanged 159
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Mstep: Class 1 contains 67144 members 
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Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -8646337 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 67089 members 
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Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -8646482 nChanged 185
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Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -8646506 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -8646536 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -8646592 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 98233 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -8646657 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 98382 members 
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	Iteration 404Q: 3 clusters Score -8646657 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66184 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -8646654 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -8646644 nChanged 100
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Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 98737 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -8646632 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 98939 members 
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Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 99053 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 99161 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -8646667 nChanged 133
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Mstep: Class 1 contains 65393 members 
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Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -8646685 nChanged 132
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Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 99426 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65118 members 
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Entering Unmasked Estep 
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	Iteration 416Q: 3 clusters Score -8646710 nChanged 171
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Mstep: Class 1 contains 64100 members 
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Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -8646611 nChanged 181
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Mstep: Class 1 contains 63919 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63757 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 101098 members 
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Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 101286 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 425Q: 3 clusters Score -8646548 nChanged 186
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Mstep: Class 1 contains 63045 members 
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Mstep: Class 1 contains 62592 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 1 contains 61399 members 
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Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -8646391 nChanged 332
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Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -8646330.000000 Penalty: 1093.073975
	Iteration 433Q: 3 clusters Score -8646330 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 103953 members 
Entering Unmasked Estep 
Score: -8646288.000000 Penalty: 1093.073975
	Iteration 434Q: 3 clusters Score -8646288 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 104291 members 
Entering Unmasked Estep 
Score: -8646238.000000 Penalty: 1093.073975
	Iteration 435Q: 3 clusters Score -8646238 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -8646197.000000 Penalty: 1093.073975
	Iteration 436Q: 3 clusters Score -8646197 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -8646146.000000 Penalty: 1093.073975
	Iteration 437Q: 3 clusters Score -8646146 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -8646096.000000 Penalty: 1093.073975
	Iteration 438Q: 3 clusters Score -8646096 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 105448 members 
Entering Unmasked Estep 
Score: -8646020.000000 Penalty: 1093.073975
	Iteration 439Q: 3 clusters Score -8646020 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 105714 members 
Entering Unmasked Estep 
Score: -8645927.000000 Penalty: 1093.073975
	Iteration 440F: 3 clusters Score -8645927 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -8645868.000000 Penalty: 1093.073975
	Iteration 441Q: 3 clusters Score -8645868 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 106194 members 
Entering Unmasked Estep 
Score: -8645830.000000 Penalty: 1093.073975
	Iteration 442Q: 3 clusters Score -8645830 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -8645784.000000 Penalty: 1093.073975
	Iteration 443Q: 3 clusters Score -8645784 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 106646 members 
Entering Unmasked Estep 
Score: -8645718.000000 Penalty: 1093.073975
	Iteration 444Q: 3 clusters Score -8645718 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -8645649.000000 Penalty: 1093.073975
	Iteration 445Q: 3 clusters Score -8645649 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -8645559.000000 Penalty: 1093.073975
	Iteration 446Q: 3 clusters Score -8645559 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 107284 members 
Entering Unmasked Estep 
Score: -8645487.000000 Penalty: 1093.073975
	Iteration 447Q: 3 clusters Score -8645487 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 107476 members 
Entering Unmasked Estep 
Score: -8645429.000000 Penalty: 1093.073975
	Iteration 448Q: 3 clusters Score -8645429 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 107649 members 
Entering Unmasked Estep 
Score: -8645351.000000 Penalty: 1093.073975
	Iteration 449Q: 3 clusters Score -8645351 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -8645262.000000 Penalty: 1093.073975
	Iteration 450Q: 3 clusters Score -8645262 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 107965 members 
Entering Unmasked Estep 
Score: -8645181.000000 Penalty: 1093.073975
	Iteration 451Q: 3 clusters Score -8645181 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -8645135.000000 Penalty: 1093.073975
	Iteration 452Q: 3 clusters Score -8645135 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 108161 members 
Entering Unmasked Estep 
Score: -8645058.000000 Penalty: 1093.073975
	Iteration 453Q: 3 clusters Score -8645058 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -8644990.000000 Penalty: 1093.073975
	Iteration 454Q: 3 clusters Score -8644990 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 108220 members 
Entering Unmasked Estep 
Score: -8644924.000000 Penalty: 1093.073975
	Iteration 455Q: 3 clusters Score -8644924 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 108218 members 
Entering Unmasked Estep 
Score: -8644832.000000 Penalty: 1093.073975
	Iteration 456Q: 3 clusters Score -8644832 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -8644766.000000 Penalty: 1093.073975
	Iteration 457Q: 3 clusters Score -8644766 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 108127 members 
Entering Unmasked Estep 
Score: -8644720.000000 Penalty: 1093.073975
	Iteration 458Q: 3 clusters Score -8644720 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 108058 members 
Entering Unmasked Estep 
Score: -8644695.000000 Penalty: 1093.073975
	Iteration 459Q: 3 clusters Score -8644695 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 107968 members 
Entering Unmasked Estep 
Score: -8644650.000000 Penalty: 1093.073975
	Iteration 460F: 3 clusters Score -8644650 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 107850 members 
Entering Unmasked Estep 
Score: -8644625.000000 Penalty: 1093.073975
	Iteration 461Q: 3 clusters Score -8644625 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 107716 members 
Entering Unmasked Estep 
Score: -8644561.000000 Penalty: 1093.073975
	Iteration 462Q: 3 clusters Score -8644561 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 107530 members 
Entering Unmasked Estep 
Score: -8644502.000000 Penalty: 1093.073975
	Iteration 463Q: 3 clusters Score -8644502 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57350 members 
Mstep: Class 2 contains 107337 members 
Entering Unmasked Estep 
Score: -8644462.000000 Penalty: 1093.073975
	Iteration 464Q: 3 clusters Score -8644462 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -8644446.000000 Penalty: 1093.073975
	Iteration 465Q: 3 clusters Score -8644446 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 106911 members 
Entering Unmasked Estep 
Score: -8644445.000000 Penalty: 1093.073975
	Iteration 466Q: 3 clusters Score -8644445 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 106717 members 
Entering Unmasked Estep 
Score: -8644423.000000 Penalty: 1093.073975
	Iteration 467Q: 3 clusters Score -8644423 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 106517 members 
Entering Unmasked Estep 
Score: -8644403.000000 Penalty: 1093.073975
	Iteration 468Q: 3 clusters Score -8644403 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 106325 members 
Entering Unmasked Estep 
Score: -8644428.000000 Penalty: 1093.073975
	Iteration 469Q: 3 clusters Score -8644428 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -8644443.000000 Penalty: 1093.073975
	Iteration 470Q: 3 clusters Score -8644443 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 105962 members 
Entering Unmasked Estep 
Score: -8644411.000000 Penalty: 1093.073975
	Iteration 471Q: 3 clusters Score -8644411 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 105776 members 
Entering Unmasked Estep 
Score: -8644408.000000 Penalty: 1093.073975
	Iteration 472Q: 3 clusters Score -8644408 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 105602 members 
Entering Unmasked Estep 
Score: -8644390.000000 Penalty: 1093.073975
	Iteration 473Q: 3 clusters Score -8644390 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 105427 members 
Entering Unmasked Estep 
Score: -8644396.000000 Penalty: 1093.073975
	Iteration 474Q: 3 clusters Score -8644396 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 105268 members 
Entering Unmasked Estep 
Score: -8644409.000000 Penalty: 1093.073975
	Iteration 475Q: 3 clusters Score -8644409 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -8644446.000000 Penalty: 1093.073975
	Iteration 476Q: 3 clusters Score -8644446 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 104875 members 
Entering Unmasked Estep 
Score: -8644456.000000 Penalty: 1093.073975
	Iteration 477Q: 3 clusters Score -8644456 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -8644457.000000 Penalty: 1093.073975
	Iteration 478Q: 3 clusters Score -8644457 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 104489 members 
Entering Unmasked Estep 
Score: -8644463.000000 Penalty: 1093.073975
	Iteration 479Q: 3 clusters Score -8644463 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 104261 members 
Entering Unmasked Estep 
Score: -8644499.000000 Penalty: 1093.073975
	Iteration 480F: 3 clusters Score -8644499 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -8644501.000000 Penalty: 1093.073975
	Iteration 481Q: 3 clusters Score -8644501 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 103855 members 
Entering Unmasked Estep 
Score: -8644544.000000 Penalty: 1093.073975
	Iteration 482Q: 3 clusters Score -8644544 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -8644572.000000 Penalty: 1093.073975
	Iteration 483Q: 3 clusters Score -8644572 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 103452 members 
Entering Unmasked Estep 
Score: -8644631.000000 Penalty: 1093.073975
	Iteration 484Q: 3 clusters Score -8644631 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -8644652.000000 Penalty: 1093.073975
	Iteration 485Q: 3 clusters Score -8644652 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -8644693.000000 Penalty: 1093.073975
	Iteration 486Q: 3 clusters Score -8644693 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 102793 members 
Entering Unmasked Estep 
Score: -8644736.000000 Penalty: 1093.073975
	Iteration 487Q: 3 clusters Score -8644736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 102580 members 
Entering Unmasked Estep 
Score: -8644788.000000 Penalty: 1093.073975
	Iteration 488Q: 3 clusters Score -8644788 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 102357 members 
Entering Unmasked Estep 
Score: -8644826.000000 Penalty: 1093.073975
	Iteration 489Q: 3 clusters Score -8644826 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 102093 members 
Entering Unmasked Estep 
Score: -8644865.000000 Penalty: 1093.073975
	Iteration 490Q: 3 clusters Score -8644865 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -8644928.000000 Penalty: 1093.073975
	Iteration 491Q: 3 clusters Score -8644928 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 101558 members 
Entering Unmasked Estep 
Score: -8644992.000000 Penalty: 1093.073975
	Iteration 492Q: 3 clusters Score -8644992 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 101275 members 
Entering Unmasked Estep 
Score: -8645053.000000 Penalty: 1093.073975
	Iteration 493Q: 3 clusters Score -8645053 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 100992 members 
Entering Unmasked Estep 
Score: -8645131.000000 Penalty: 1093.073975
	Iteration 494Q: 3 clusters Score -8645131 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 100706 members 
Entering Unmasked Estep 
Score: -8645184.000000 Penalty: 1093.073975
	Iteration 495Q: 3 clusters Score -8645184 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -8645296.000000 Penalty: 1093.073975
	Iteration 496Q: 3 clusters Score -8645296 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -8645390.000000 Penalty: 1093.073975
	Iteration 497Q: 3 clusters Score -8645390 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -8645444.000000 Penalty: 1093.073975
	Iteration 498Q: 3 clusters Score -8645444 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -8645494.000000 Penalty: 1093.073975
	Iteration 499Q: 3 clusters Score -8645494 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -8645612.000000 Penalty: 1093.073975
	Iteration 500F: 3 clusters Score -8645612 nChanged 315
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 13 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -59189.171875 Penalty: 326.658508
	Iteration 0F: 2 clusters Score -59189.17 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 620 members 
Entering Unmasked Estep 
Score: -58216.675781 Penalty: 653.317017
	Iteration 0F: 3 clusters Score -58216.68 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -58529.832031 Penalty: 653.317017
	Iteration 1F: 3 clusters Score -58529.83 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -58611.488281 Penalty: 653.317017
	Iteration 2F: 3 clusters Score -58611.49 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -58707.722656 Penalty: 653.317017
	Iteration 3F: 3 clusters Score -58707.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -58765.003906 Penalty: 653.317017
	Iteration 4F: 3 clusters Score -58765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58840.539062 Penalty: 653.317017
	Iteration 5Q: 3 clusters Score -58840.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58913.609375 Penalty: 653.317017
	Iteration 6Q: 3 clusters Score -58913.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58973.273438 Penalty: 653.317017
	Iteration 7Q: 3 clusters Score -58973.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59010.921875 Penalty: 653.317017
	Iteration 8Q: 3 clusters Score -59010.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59035.691406 Penalty: 653.317017
	Iteration 9Q: 3 clusters Score -59035.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59054.441406 Penalty: 653.317017
	Iteration 10Q: 3 clusters Score -59054.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59078.000000 Penalty: 653.317017
	Iteration 11Q: 3 clusters Score -59078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -59109.125000 Penalty: 653.317017
	Iteration 12Q: 3 clusters Score -59109.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -59136.929688 Penalty: 653.317017
	Iteration 13Q: 3 clusters Score -59136.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -59155.058594 Penalty: 653.317017
	Iteration 14Q: 3 clusters Score -59155.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -59173.996094 Penalty: 653.317017
	Iteration 15Q: 3 clusters Score -59174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -59178.164062 Penalty: 653.317017
	Iteration 16Q: 3 clusters Score -59178.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -59181.593750 Penalty: 653.317017
	Iteration 17Q: 3 clusters Score -59181.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -59183.531250 Penalty: 653.317017
	Iteration 18Q: 3 clusters Score -59183.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -59184.589844 Penalty: 653.317017
	Iteration 19Q: 3 clusters Score -59184.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -59186.699219 Penalty: 653.317017
	Iteration 20F: 3 clusters Score -59186.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -59187.179688 Penalty: 653.317017
	Iteration 21Q: 3 clusters Score -59187.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -59187.179688 Penalty: 653.317017
	Iteration 22F: 3 clusters Score -59187.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Entering Unmasked Estep 
Score: -617506.687500 Penalty: 424.727936
	Iteration 0F: 2 clusters Score -617506.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -609829.750000 Penalty: 849.455872
	Iteration 0F: 3 clusters Score -609829.8 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -612956.250000 Penalty: 849.455872
	Iteration 1F: 3 clusters Score -612956.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -613415.312500 Penalty: 849.455872
	Iteration 2F: 3 clusters Score -613415.3 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -614126.812500 Penalty: 849.455872
	Iteration 3F: 3 clusters Score -614126.8 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -615086.062500 Penalty: 849.455872
	Iteration 4F: 3 clusters Score -615086.1 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -615941.875000 Penalty: 849.455872
	Iteration 5F: 3 clusters Score -615941.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -616435.937500 Penalty: 849.455872
	Iteration 6F: 3 clusters Score -616435.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -616649.812500 Penalty: 849.455872
	Iteration 7Q: 3 clusters Score -616649.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -616764.312500 Penalty: 849.455872
	Iteration 8Q: 3 clusters Score -616764.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -616845.062500 Penalty: 849.455872
	Iteration 9Q: 3 clusters Score -616845.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -616908.437500 Penalty: 849.455872
	Iteration 10Q: 3 clusters Score -616908.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -616951.062500 Penalty: 849.455872
	Iteration 11Q: 3 clusters Score -616951.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -616987.687500 Penalty: 849.455872
	Iteration 12Q: 3 clusters Score -616987.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -617015.500000 Penalty: 849.455872
	Iteration 13Q: 3 clusters Score -617015.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -617033.062500 Penalty: 849.455872
	Iteration 14Q: 3 clusters Score -617033.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -617044.750000 Penalty: 849.455872
	Iteration 15Q: 3 clusters Score -617044.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -617055.937500 Penalty: 849.455872
	Iteration 16Q: 3 clusters Score -617055.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -617066.000000 Penalty: 849.455872
	Iteration 17Q: 3 clusters Score -617066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -617080.812500 Penalty: 849.455872
	Iteration 18Q: 3 clusters Score -617080.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -617096.500000 Penalty: 849.455872
	Iteration 19Q: 3 clusters Score -617096.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -617109.437500 Penalty: 849.455872
	Iteration 20F: 3 clusters Score -617109.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -617123.437500 Penalty: 849.455872
	Iteration 21Q: 3 clusters Score -617123.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -617132.687500 Penalty: 849.455872
	Iteration 22Q: 3 clusters Score -617132.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -617143.062500 Penalty: 849.455872
	Iteration 23Q: 3 clusters Score -617143.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -617153.812500 Penalty: 849.455872
	Iteration 24Q: 3 clusters Score -617153.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -617161.375000 Penalty: 849.455872
	Iteration 25Q: 3 clusters Score -617161.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -617168.187500 Penalty: 849.455872
	Iteration 26Q: 3 clusters Score -617168.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -617173.687500 Penalty: 849.455872
	Iteration 27Q: 3 clusters Score -617173.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -617177.812500 Penalty: 849.455872
	Iteration 28Q: 3 clusters Score -617177.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -617180.500000 Penalty: 849.455872
	Iteration 29Q: 3 clusters Score -617180.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -617185.312500 Penalty: 849.455872
	Iteration 30Q: 3 clusters Score -617185.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -617188.812500 Penalty: 849.455872
	Iteration 31Q: 3 clusters Score -617188.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -617194.687500 Penalty: 849.455872
	Iteration 32Q: 3 clusters Score -617194.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -617198.500000 Penalty: 849.455872
	Iteration 33Q: 3 clusters Score -617198.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -617202.437500 Penalty: 849.455872
	Iteration 34Q: 3 clusters Score -617202.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -617204.625000 Penalty: 849.455872
	Iteration 35Q: 3 clusters Score -617204.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -617205.937500 Penalty: 849.455872
	Iteration 36Q: 3 clusters Score -617205.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -617206.687500 Penalty: 849.455872
	Iteration 37Q: 3 clusters Score -617206.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -617209.312500 Penalty: 849.455872
	Iteration 38Q: 3 clusters Score -617209.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -617213.437500 Penalty: 849.455872
	Iteration 39Q: 3 clusters Score -617213.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -617214.625000 Penalty: 849.455872
	Iteration 40F: 3 clusters Score -617214.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -617217.687500 Penalty: 849.455872
	Iteration 41Q: 3 clusters Score -617217.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -617218.812500 Penalty: 849.455872
	Iteration 42Q: 3 clusters Score -617218.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -617220.250000 Penalty: 849.455872
	Iteration 43Q: 3 clusters Score -617220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -617222.250000 Penalty: 849.455872
	Iteration 44Q: 3 clusters Score -617222.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -617222.312500 Penalty: 849.455872
	Iteration 45Q: 3 clusters Score -617222.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -617222.437500 Penalty: 849.455872
	Iteration 46Q: 3 clusters Score -617222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -617224.687500 Penalty: 849.455872
	Iteration 47Q: 3 clusters Score -617224.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -617227.187500 Penalty: 849.455872
	Iteration 48Q: 3 clusters Score -617227.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -617230.187500 Penalty: 849.455872
	Iteration 49Q: 3 clusters Score -617230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -617229.562500 Penalty: 849.455872
	Iteration 50Q: 3 clusters Score -617229.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -617229.625000 Penalty: 849.455872
	Iteration 51Q: 3 clusters Score -617229.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -617231.750000 Penalty: 849.455872
	Iteration 52Q: 3 clusters Score -617231.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -617234.500000 Penalty: 849.455872
	Iteration 53Q: 3 clusters Score -617234.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -617234.937500 Penalty: 849.455872
	Iteration 54Q: 3 clusters Score -617234.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -617237.187500 Penalty: 849.455872
	Iteration 55Q: 3 clusters Score -617237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -617237.187500 Penalty: 849.455872
	Iteration 56Q: 3 clusters Score -617237.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -617239.687500 Penalty: 849.455872
	Iteration 57Q: 3 clusters Score -617239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -617240.437500 Penalty: 849.455872
	Iteration 58Q: 3 clusters Score -617240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -617241.375000 Penalty: 849.455872
	Iteration 59Q: 3 clusters Score -617241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -617242.250000 Penalty: 849.455872
	Iteration 60F: 3 clusters Score -617242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -617242.562500 Penalty: 849.455872
	Iteration 61Q: 3 clusters Score -617242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -617243.500000 Penalty: 849.455872
	Iteration 62Q: 3 clusters Score -617243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -617244.375000 Penalty: 849.455872
	Iteration 63Q: 3 clusters Score -617244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -617243.187500 Penalty: 849.455872
	Iteration 64Q: 3 clusters Score -617243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -617243.187500 Penalty: 849.455872
	Iteration 65F: 3 clusters Score -617243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Entering Unmasked Estep 
Score: -694417.062500 Penalty: 430.575500
	Iteration 0F: 2 clusters Score -694417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -685837.562500 Penalty: 861.151001
	Iteration 0F: 3 clusters Score -685837.6 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -689376.375000 Penalty: 861.151001
	Iteration 1F: 3 clusters Score -689376.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -689662.437500 Penalty: 861.151001
	Iteration 2F: 3 clusters Score -689662.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -690047.812500 Penalty: 861.151001
	Iteration 3F: 3 clusters Score -690047.8 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -690623.687500 Penalty: 861.151001
	Iteration 4F: 3 clusters Score -690623.7 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -691393.312500 Penalty: 861.151001
	Iteration 5F: 3 clusters Score -691393.3 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -692079.750000 Penalty: 861.151001
	Iteration 6F: 3 clusters Score -692079.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -692476.375000 Penalty: 861.151001
	Iteration 7F: 3 clusters Score -692476.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -692681.750000 Penalty: 861.151001
	Iteration 8Q: 3 clusters Score -692681.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -692827.562500 Penalty: 861.151001
	Iteration 9Q: 3 clusters Score -692827.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -692961.125000 Penalty: 861.151001
	Iteration 10Q: 3 clusters Score -692961.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -693117.312500 Penalty: 861.151001
	Iteration 11Q: 3 clusters Score -693117.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -693305.187500 Penalty: 861.151001
	Iteration 12Q: 3 clusters Score -693305.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -693490.000000 Penalty: 861.151001
	Iteration 13Q: 3 clusters Score -693490 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -693669.000000 Penalty: 861.151001
	Iteration 14Q: 3 clusters Score -693669 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -693827.312500 Penalty: 861.151001
	Iteration 15Q: 3 clusters Score -693827.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -693974.875000 Penalty: 861.151001
	Iteration 16Q: 3 clusters Score -693974.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -694077.687500 Penalty: 861.151001
	Iteration 17Q: 3 clusters Score -694077.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -694147.562500 Penalty: 861.151001
	Iteration 18Q: 3 clusters Score -694147.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -694196.500000 Penalty: 861.151001
	Iteration 19Q: 3 clusters Score -694196.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -694239.000000 Penalty: 861.151001
	Iteration 20F: 3 clusters Score -694239 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -694267.437500 Penalty: 861.151001
	Iteration 21Q: 3 clusters Score -694267.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -694291.312500 Penalty: 861.151001
	Iteration 22Q: 3 clusters Score -694291.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -694305.312500 Penalty: 861.151001
	Iteration 23Q: 3 clusters Score -694305.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -694319.687500 Penalty: 861.151001
	Iteration 24Q: 3 clusters Score -694319.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -694337.062500 Penalty: 861.151001
	Iteration 25Q: 3 clusters Score -694337.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -694351.000000 Penalty: 861.151001
	Iteration 26Q: 3 clusters Score -694351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -694362.937500 Penalty: 861.151001
	Iteration 27Q: 3 clusters Score -694362.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -694369.062500 Penalty: 861.151001
	Iteration 28Q: 3 clusters Score -694369.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -694375.437500 Penalty: 861.151001
	Iteration 29Q: 3 clusters Score -694375.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -694386.750000 Penalty: 861.151001
	Iteration 30Q: 3 clusters Score -694386.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -694392.562500 Penalty: 861.151001
	Iteration 31Q: 3 clusters Score -694392.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -694403.750000 Penalty: 861.151001
	Iteration 32Q: 3 clusters Score -694403.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -694409.562500 Penalty: 861.151001
	Iteration 33Q: 3 clusters Score -694409.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -694416.687500 Penalty: 861.151001
	Iteration 34Q: 3 clusters Score -694416.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -694418.375000 Penalty: 861.151001
	Iteration 35Q: 3 clusters Score -694418.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -694422.500000 Penalty: 861.151001
	Iteration 36Q: 3 clusters Score -694422.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -694424.687500 Penalty: 861.151001
	Iteration 37Q: 3 clusters Score -694424.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -694424.437500 Penalty: 861.151001
	Iteration 38Q: 3 clusters Score -694424.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -694427.812500 Penalty: 861.151001
	Iteration 39Q: 3 clusters Score -694427.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -694427.562500 Penalty: 861.151001
	Iteration 40F: 3 clusters Score -694427.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -694428.500000 Penalty: 861.151001
	Iteration 41Q: 3 clusters Score -694428.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -694429.687500 Penalty: 861.151001
	Iteration 42Q: 3 clusters Score -694429.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -694431.312500 Penalty: 861.151001
	Iteration 43Q: 3 clusters Score -694431.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -694431.687500 Penalty: 861.151001
	Iteration 44Q: 3 clusters Score -694431.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -694433.000000 Penalty: 861.151001
	Iteration 45Q: 3 clusters Score -694433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -694434.687500 Penalty: 861.151001
	Iteration 46Q: 3 clusters Score -694434.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -694437.250000 Penalty: 861.151001
	Iteration 47Q: 3 clusters Score -694437.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -694436.750000 Penalty: 861.151001
	Iteration 48Q: 3 clusters Score -694436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -694438.375000 Penalty: 861.151001
	Iteration 49Q: 3 clusters Score -694438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -694439.625000 Penalty: 861.151001
	Iteration 50Q: 3 clusters Score -694439.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -694440.062500 Penalty: 861.151001
	Iteration 51Q: 3 clusters Score -694440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -694441.062500 Penalty: 861.151001
	Iteration 52Q: 3 clusters Score -694441.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -694441.437500 Penalty: 861.151001
	Iteration 53Q: 3 clusters Score -694441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -694442.625000 Penalty: 861.151001
	Iteration 54Q: 3 clusters Score -694442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -694443.250000 Penalty: 861.151001
	Iteration 55Q: 3 clusters Score -694443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -694443.562500 Penalty: 861.151001
	Iteration 56Q: 3 clusters Score -694443.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -694443.375000 Penalty: 861.151001
	Iteration 57Q: 3 clusters Score -694443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -694443.250000 Penalty: 861.151001
	Iteration 58Q: 3 clusters Score -694443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -694443.125000 Penalty: 861.151001
	Iteration 59Q: 3 clusters Score -694443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -694443.687500 Penalty: 861.151001
	Iteration 60F: 3 clusters Score -694443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -694443.875000 Penalty: 861.151001
	Iteration 61Q: 3 clusters Score -694443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -694442.937500 Penalty: 861.151001
	Iteration 62Q: 3 clusters Score -694442.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -694442.937500 Penalty: 861.151001
	Iteration 63F: 3 clusters Score -694442.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 26174 members 
Mstep: Class 3 contains 101663 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 5516 members 
Mstep: Class 6 contains 13705 members 
Mstep: Class 7 contains 89692 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 47333 members 
Mstep: Class 11 contains 20302 members 
Mstep: Class 12 contains 164687 members 
Mstep: Class 13 contains 1312 members 
Mstep: Class 14 contains 11324 members 
Mstep: Class 15 contains 11726 members 
Mstep: Class 16 contains 57370 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 1118 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 2881 members 
Mstep: Class 21 contains 24414 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 6969 members 
Mstep: Class 24 contains 19200 members 
Mstep: Class 25 contains 85576 members 
Mstep: Class 26 contains 1739 members 
Mstep: Class 27 contains 158674 members 
Mstep: Class 28 contains 134694 members 
Mstep: Class 29 contains 84854 members 
Mstep: Class 30 contains 1455 members 
Mstep: Class 31 contains 33295 members 
Mstep: Class 32 contains 33804 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 163104 members 
Mstep: Class 36 contains 80672 members 
Mstep: Class 37 contains 14490 members 
Mstep: Class 38 contains 5192 members 
Mstep: Class 39 contains 101385 members 
Mstep: Class 40 contains 7917 members 
Mstep: Class 41 contains 20088 members 
Mstep: Class 42 contains 79981 members 
Mstep: Class 43 contains 6667 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 1151 members 
Entering Unmasked Estep 
Score: -87416984.000000 Penalty: 29409.876953
Splitting cluster 15 changes total score from -87417584.000000 to -87416984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (57370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Entering Unmasked Estep 
Score: -3217810.000000 Penalty: 498.556061
	Iteration 0F: 2 clusters Score -3217810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3179278.000000 Penalty: 997.112122
	Iteration 0F: 3 clusters Score -3179278 nChanged 27903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3196453.000000 Penalty: 997.112122
	Iteration 1F: 3 clusters Score -3196453 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3197816.500000 Penalty: 997.112122
	Iteration 2F: 3 clusters Score -3197816 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3200178.500000 Penalty: 997.112122
	Iteration 3F: 3 clusters Score -3200178 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -3203724.750000 Penalty: 997.112122
	Iteration 4F: 3 clusters Score -3203725 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -3207792.750000 Penalty: 997.112122
	Iteration 5F: 3 clusters Score -3207793 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3210970.750000 Penalty: 997.112122
	Iteration 6F: 3 clusters Score -3210971 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3212912.750000 Penalty: 997.112122
	Iteration 7Q: 3 clusters Score -3212913 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3214138.250000 Penalty: 997.112122
	Iteration 8Q: 3 clusters Score -3214138 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3214969.500000 Penalty: 997.112122
	Iteration 9Q: 3 clusters Score -3214970 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3215582.750000 Penalty: 997.112122
	Iteration 10Q: 3 clusters Score -3215583 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3215964.750000 Penalty: 997.112122
	Iteration 11Q: 3 clusters Score -3215965 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3216263.250000 Penalty: 997.112122
	Iteration 12Q: 3 clusters Score -3216263 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3216506.750000 Penalty: 997.112122
	Iteration 13Q: 3 clusters Score -3216507 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3216732.000000 Penalty: 997.112122
	Iteration 14Q: 3 clusters Score -3216732 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3216874.750000 Penalty: 997.112122
	Iteration 15Q: 3 clusters Score -3216875 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3216994.500000 Penalty: 997.112122
	Iteration 16Q: 3 clusters Score -3216994 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3217098.500000 Penalty: 997.112122
	Iteration 17Q: 3 clusters Score -3217098 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3217168.750000 Penalty: 997.112122
	Iteration 18Q: 3 clusters Score -3217169 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3217232.250000 Penalty: 997.112122
	Iteration 19Q: 3 clusters Score -3217232 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3217263.750000 Penalty: 997.112122
	Iteration 20F: 3 clusters Score -3217264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3217285.750000 Penalty: 997.112122
	Iteration 21Q: 3 clusters Score -3217286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3217301.000000 Penalty: 997.112122
	Iteration 22Q: 3 clusters Score -3217301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3217315.500000 Penalty: 997.112122
	Iteration 23Q: 3 clusters Score -3217316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3217335.250000 Penalty: 997.112122
	Iteration 24Q: 3 clusters Score -3217335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57047 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3217350.000000 Penalty: 997.112122
	Iteration 25Q: 3 clusters Score -3217350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57064 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3217365.250000 Penalty: 997.112122
	Iteration 26Q: 3 clusters Score -3217365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3217373.000000 Penalty: 997.112122
	Iteration 27Q: 3 clusters Score -3217373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3217373.250000 Penalty: 997.112122
	Iteration 28Q: 3 clusters Score -3217373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3217384.500000 Penalty: 997.112122
	Iteration 29Q: 3 clusters Score -3217384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3217390.250000 Penalty: 997.112122
	Iteration 30Q: 3 clusters Score -3217390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3217392.000000 Penalty: 997.112122
	Iteration 31Q: 3 clusters Score -3217392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3217397.750000 Penalty: 997.112122
	Iteration 32Q: 3 clusters Score -3217398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3217404.750000 Penalty: 997.112122
	Iteration 33Q: 3 clusters Score -3217405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3217410.000000 Penalty: 997.112122
	Iteration 34Q: 3 clusters Score -3217410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3217410.500000 Penalty: 997.112122
	Iteration 35Q: 3 clusters Score -3217410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3217413.000000 Penalty: 997.112122
	Iteration 36Q: 3 clusters Score -3217413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3217412.250000 Penalty: 997.112122
	Iteration 37Q: 3 clusters Score -3217412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3217414.750000 Penalty: 997.112122
	Iteration 38Q: 3 clusters Score -3217415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3217417.750000 Penalty: 997.112122
	Iteration 39Q: 3 clusters Score -3217418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3217419.000000 Penalty: 997.112122
	Iteration 40F: 3 clusters Score -3217419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3217418.500000 Penalty: 997.112122
	Iteration 41Q: 3 clusters Score -3217418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3217418.500000 Penalty: 997.112122
	Iteration 42Q: 3 clusters Score -3217418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3217423.000000 Penalty: 997.112122
	Iteration 43Q: 3 clusters Score -3217423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3217426.250000 Penalty: 997.112122
	Iteration 44Q: 3 clusters Score -3217426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3217424.500000 Penalty: 997.112122
	Iteration 45Q: 3 clusters Score -3217424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3217424.250000 Penalty: 997.112122
	Iteration 46Q: 3 clusters Score -3217424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3217423.500000 Penalty: 997.112122
	Iteration 47Q: 3 clusters Score -3217424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3217425.000000 Penalty: 997.112122
	Iteration 48Q: 3 clusters Score -3217425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3217425.000000 Penalty: 997.112122
	Iteration 49Q: 3 clusters Score -3217425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3217424.500000 Penalty: 997.112122
	Iteration 50Q: 3 clusters Score -3217424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3217424.500000 Penalty: 997.112122
	Iteration 51Q: 3 clusters Score -3217424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3217424.500000 Penalty: 997.112122
	Iteration 52F: 3 clusters Score -3217424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -87450.820312 Penalty: 339.005066
	Iteration 0F: 2 clusters Score -87450.82 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 895 members 
Entering Unmasked Estep 
Score: -86168.656250 Penalty: 678.010132
	Iteration 0F: 3 clusters Score -86168.66 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -86573.789062 Penalty: 678.010132
	Iteration 1F: 3 clusters Score -86573.79 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -86649.265625 Penalty: 678.010132
	Iteration 2F: 3 clusters Score -86649.27 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -86699.679688 Penalty: 678.010132
	Iteration 3Q: 3 clusters Score -86699.68 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -86755.148438 Penalty: 678.010132
	Iteration 4Q: 3 clusters Score -86755.15 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -86813.789062 Penalty: 678.010132
	Iteration 5F: 3 clusters Score -86813.79 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -86874.484375 Penalty: 678.010132
	Iteration 6Q: 3 clusters Score -86874.48 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -86954.851562 Penalty: 678.010132
	Iteration 7Q: 3 clusters Score -86954.85 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -87008.257812 Penalty: 678.010132
	Iteration 8Q: 3 clusters Score -87008.26 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -87047.773438 Penalty: 678.010132
	Iteration 9Q: 3 clusters Score -87047.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -87071.687500 Penalty: 678.010132
	Iteration 10Q: 3 clusters Score -87071.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -87087.703125 Penalty: 678.010132
	Iteration 11Q: 3 clusters Score -87087.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -87101.593750 Penalty: 678.010132
	Iteration 12Q: 3 clusters Score -87101.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -87118.718750 Penalty: 678.010132
	Iteration 13Q: 3 clusters Score -87118.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -87135.921875 Penalty: 678.010132
	Iteration 14Q: 3 clusters Score -87135.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -87154.382812 Penalty: 678.010132
	Iteration 15Q: 3 clusters Score -87154.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -87164.578125 Penalty: 678.010132
	Iteration 16Q: 3 clusters Score -87164.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -87171.773438 Penalty: 678.010132
	Iteration 17Q: 3 clusters Score -87171.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -87176.093750 Penalty: 678.010132
	Iteration 18Q: 3 clusters Score -87176.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -87178.414062 Penalty: 678.010132
	Iteration 19Q: 3 clusters Score -87178.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -87180.187500 Penalty: 678.010132
	Iteration 20F: 3 clusters Score -87180.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -87181.914062 Penalty: 678.010132
	Iteration 21Q: 3 clusters Score -87181.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -87182.171875 Penalty: 678.010132
	Iteration 22Q: 3 clusters Score -87182.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -87182.171875 Penalty: 678.010132
	Iteration 23F: 3 clusters Score -87182.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -59719.859375 Penalty: 319.377991
	Iteration 0F: 2 clusters Score -59719.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58825.550781 Penalty: 638.755981
	Iteration 0F: 3 clusters Score -58825.55 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -59027.054688 Penalty: 638.755981
	Iteration 1F: 3 clusters Score -59027.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -59065.941406 Penalty: 638.755981
	Iteration 2F: 3 clusters Score -59065.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -59101.152344 Penalty: 638.755981
	Iteration 3Q: 3 clusters Score -59101.15 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -59145.519531 Penalty: 638.755981
	Iteration 4F: 3 clusters Score -59145.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -59173.960938 Penalty: 638.755981
	Iteration 5Q: 3 clusters Score -59173.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -59208.558594 Penalty: 638.755981
	Iteration 6Q: 3 clusters Score -59208.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -59259.593750 Penalty: 638.755981
	Iteration 7Q: 3 clusters Score -59259.59 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -59326.664062 Penalty: 638.755981
	Iteration 8F: 3 clusters Score -59326.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -59374.257812 Penalty: 638.755981
	Iteration 9F: 3 clusters Score -59374.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -59408.558594 Penalty: 638.755981
	Iteration 10Q: 3 clusters Score -59408.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -59437.945312 Penalty: 638.755981
	Iteration 11Q: 3 clusters Score -59437.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -59462.386719 Penalty: 638.755981
	Iteration 12Q: 3 clusters Score -59462.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59488.128906 Penalty: 638.755981
	Iteration 13Q: 3 clusters Score -59488.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -59502.851562 Penalty: 638.755981
	Iteration 14Q: 3 clusters Score -59502.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -59514.128906 Penalty: 638.755981
	Iteration 15Q: 3 clusters Score -59514.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -59522.574219 Penalty: 638.755981
	Iteration 16Q: 3 clusters Score -59522.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -59527.761719 Penalty: 638.755981
	Iteration 17Q: 3 clusters Score -59527.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -59527.996094 Penalty: 638.755981
	Iteration 18Q: 3 clusters Score -59528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -59528.542969 Penalty: 638.755981
	Iteration 19Q: 3 clusters Score -59528.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -59529.613281 Penalty: 638.755981
	Iteration 20F: 3 clusters Score -59529.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -59530.445312 Penalty: 638.755981
	Iteration 21Q: 3 clusters Score -59530.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -59530.636719 Penalty: 638.755981
	Iteration 22Q: 3 clusters Score -59530.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -59530.738281 Penalty: 638.755981
	Iteration 23Q: 3 clusters Score -59530.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -59530.738281 Penalty: 638.755981
	Iteration 24F: 3 clusters Score -59530.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Entering Unmasked Estep 
Score: -525615.750000 Penalty: 417.307770
	Iteration 0F: 2 clusters Score -525615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -519176.531250 Penalty: 834.615540
	Iteration 0F: 3 clusters Score -519176.5 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -521773.312500 Penalty: 834.615540
	Iteration 1F: 3 clusters Score -521773.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -521951.062500 Penalty: 834.615540
	Iteration 2F: 3 clusters Score -521951.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -522141.968750 Penalty: 834.615540
	Iteration 3Q: 3 clusters Score -522142 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -522380.187500 Penalty: 834.615540
	Iteration 4Q: 3 clusters Score -522380.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -522718.625000 Penalty: 834.615540
	Iteration 5Q: 3 clusters Score -522718.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -523160.843750 Penalty: 834.615540
	Iteration 6F: 3 clusters Score -523160.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -523621.812500 Penalty: 834.615540
	Iteration 7F: 3 clusters Score -523621.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -524021.125000 Penalty: 834.615540
	Iteration 8Q: 3 clusters Score -524021.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -524277.406250 Penalty: 834.615540
	Iteration 9Q: 3 clusters Score -524277.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -524434.375000 Penalty: 834.615540
	Iteration 10Q: 3 clusters Score -524434.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -524516.937500 Penalty: 834.615540
	Iteration 11Q: 3 clusters Score -524516.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -524555.437500 Penalty: 834.615540
	Iteration 12Q: 3 clusters Score -524555.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -524584.500000 Penalty: 834.615540
	Iteration 13Q: 3 clusters Score -524584.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -524609.625000 Penalty: 834.615540
	Iteration 14Q: 3 clusters Score -524609.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -524637.500000 Penalty: 834.615540
	Iteration 15Q: 3 clusters Score -524637.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -524665.750000 Penalty: 834.615540
	Iteration 16Q: 3 clusters Score -524665.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -524701.437500 Penalty: 834.615540
	Iteration 17Q: 3 clusters Score -524701.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -524732.250000 Penalty: 834.615540
	Iteration 18Q: 3 clusters Score -524732.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -524757.562500 Penalty: 834.615540
	Iteration 19Q: 3 clusters Score -524757.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -524781.875000 Penalty: 834.615540
	Iteration 20F: 3 clusters Score -524781.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -524810.750000 Penalty: 834.615540
	Iteration 21Q: 3 clusters Score -524810.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -524836.375000 Penalty: 834.615540
	Iteration 22Q: 3 clusters Score -524836.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -524875.937500 Penalty: 834.615540
	Iteration 23Q: 3 clusters Score -524875.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -524910.000000 Penalty: 834.615540
	Iteration 24Q: 3 clusters Score -524910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -524939.812500 Penalty: 834.615540
	Iteration 25Q: 3 clusters Score -524939.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -524971.125000 Penalty: 834.615540
	Iteration 26Q: 3 clusters Score -524971.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -525000.312500 Penalty: 834.615540
	Iteration 27Q: 3 clusters Score -525000.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -525019.812500 Penalty: 834.615540
	Iteration 28Q: 3 clusters Score -525019.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -525038.750000 Penalty: 834.615540
	Iteration 29Q: 3 clusters Score -525038.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -525055.062500 Penalty: 834.615540
	Iteration 30Q: 3 clusters Score -525055.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -525064.500000 Penalty: 834.615540
	Iteration 31Q: 3 clusters Score -525064.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -525079.062500 Penalty: 834.615540
	Iteration 32Q: 3 clusters Score -525079.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -525086.750000 Penalty: 834.615540
	Iteration 33Q: 3 clusters Score -525086.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -525098.687500 Penalty: 834.615540
	Iteration 34Q: 3 clusters Score -525098.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -525111.625000 Penalty: 834.615540
	Iteration 35Q: 3 clusters Score -525111.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -525124.812500 Penalty: 834.615540
	Iteration 36Q: 3 clusters Score -525124.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -525134.812500 Penalty: 834.615540
	Iteration 37Q: 3 clusters Score -525134.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -525138.937500 Penalty: 834.615540
	Iteration 38Q: 3 clusters Score -525138.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -525145.187500 Penalty: 834.615540
	Iteration 39Q: 3 clusters Score -525145.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -525153.437500 Penalty: 834.615540
	Iteration 40F: 3 clusters Score -525153.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -525162.062500 Penalty: 834.615540
	Iteration 41Q: 3 clusters Score -525162.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -525172.750000 Penalty: 834.615540
	Iteration 42Q: 3 clusters Score -525172.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -525185.000000 Penalty: 834.615540
	Iteration 43Q: 3 clusters Score -525185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -525201.187500 Penalty: 834.615540
	Iteration 44Q: 3 clusters Score -525201.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -525211.625000 Penalty: 834.615540
	Iteration 45Q: 3 clusters Score -525211.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -525221.000000 Penalty: 834.615540
	Iteration 46Q: 3 clusters Score -525221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -525229.250000 Penalty: 834.615540
	Iteration 47Q: 3 clusters Score -525229.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -525236.000000 Penalty: 834.615540
	Iteration 48Q: 3 clusters Score -525236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -525238.812500 Penalty: 834.615540
	Iteration 49Q: 3 clusters Score -525238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -525239.812500 Penalty: 834.615540
	Iteration 50Q: 3 clusters Score -525239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -525242.875000 Penalty: 834.615540
	Iteration 51Q: 3 clusters Score -525242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -525244.375000 Penalty: 834.615540
	Iteration 52Q: 3 clusters Score -525244.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -525246.187500 Penalty: 834.615540
	Iteration 53Q: 3 clusters Score -525246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -525245.937500 Penalty: 834.615540
	Iteration 54Q: 3 clusters Score -525245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -525247.375000 Penalty: 834.615540
	Iteration 55Q: 3 clusters Score -525247.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -525251.750000 Penalty: 834.615540
	Iteration 56Q: 3 clusters Score -525251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -525254.750000 Penalty: 834.615540
	Iteration 57Q: 3 clusters Score -525254.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -525258.187500 Penalty: 834.615540
	Iteration 58Q: 3 clusters Score -525258.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -525263.437500 Penalty: 834.615540
	Iteration 59Q: 3 clusters Score -525263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -525266.062500 Penalty: 834.615540
	Iteration 60F: 3 clusters Score -525266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -525267.437500 Penalty: 834.615540
	Iteration 61Q: 3 clusters Score -525267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -525268.750000 Penalty: 834.615540
	Iteration 62Q: 3 clusters Score -525268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -525269.875000 Penalty: 834.615540
	Iteration 63Q: 3 clusters Score -525269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -525270.125000 Penalty: 834.615540
	Iteration 64Q: 3 clusters Score -525270.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -525272.750000 Penalty: 834.615540
	Iteration 65Q: 3 clusters Score -525272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -525274.437500 Penalty: 834.615540
	Iteration 66Q: 3 clusters Score -525274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -525276.250000 Penalty: 834.615540
	Iteration 67Q: 3 clusters Score -525276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -525277.250000 Penalty: 834.615540
	Iteration 68Q: 3 clusters Score -525277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -525278.000000 Penalty: 834.615540
	Iteration 69Q: 3 clusters Score -525278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -525278.000000 Penalty: 834.615540
	Iteration 70Q: 3 clusters Score -525278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -525278.312500 Penalty: 834.615540
	Iteration 71Q: 3 clusters Score -525278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -525278.312500 Penalty: 834.615540
	Iteration 72Q: 3 clusters Score -525278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -525278.687500 Penalty: 834.615540
	Iteration 73Q: 3 clusters Score -525278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -525279.250000 Penalty: 834.615540
	Iteration 74Q: 3 clusters Score -525279.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -525279.437500 Penalty: 834.615540
	Iteration 75Q: 3 clusters Score -525279.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -525279.437500 Penalty: 834.615540
	Iteration 76F: 3 clusters Score -525279.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -157283.281250 Penalty: 362.448120
	Iteration 0F: 2 clusters Score -157283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -155265.015625 Penalty: 724.896240
	Iteration 0F: 3 clusters Score -155265 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -155956.656250 Penalty: 724.896240
	Iteration 1F: 3 clusters Score -155956.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -156045.578125 Penalty: 724.896240
	Iteration 2F: 3 clusters Score -156045.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -156121.906250 Penalty: 724.896240
	Iteration 3F: 3 clusters Score -156121.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -156167.484375 Penalty: 724.896240
	Iteration 4Q: 3 clusters Score -156167.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -156209.140625 Penalty: 724.896240
	Iteration 5Q: 3 clusters Score -156209.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -156248.703125 Penalty: 724.896240
	Iteration 6Q: 3 clusters Score -156248.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -156300.921875 Penalty: 724.896240
	Iteration 7Q: 3 clusters Score -156300.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -156376.328125 Penalty: 724.896240
	Iteration 8Q: 3 clusters Score -156376.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -156470.484375 Penalty: 724.896240
	Iteration 9Q: 3 clusters Score -156470.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -156586.234375 Penalty: 724.896240
	Iteration 10Q: 3 clusters Score -156586.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -156686.484375 Penalty: 724.896240
	Iteration 11Q: 3 clusters Score -156686.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -156756.125000 Penalty: 724.896240
	Iteration 12Q: 3 clusters Score -156756.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -156814.953125 Penalty: 724.896240
	Iteration 13Q: 3 clusters Score -156815 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -156866.093750 Penalty: 724.896240
	Iteration 14Q: 3 clusters Score -156866.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -156902.515625 Penalty: 724.896240
	Iteration 15Q: 3 clusters Score -156902.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -156922.250000 Penalty: 724.896240
	Iteration 16Q: 3 clusters Score -156922.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -156937.890625 Penalty: 724.896240
	Iteration 17Q: 3 clusters Score -156937.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -156958.546875 Penalty: 724.896240
	Iteration 18Q: 3 clusters Score -156958.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -156975.875000 Penalty: 724.896240
	Iteration 19Q: 3 clusters Score -156975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -156983.812500 Penalty: 724.896240
	Iteration 20F: 3 clusters Score -156983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -156988.843750 Penalty: 724.896240
	Iteration 21Q: 3 clusters Score -156988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -156993.656250 Penalty: 724.896240
	Iteration 22Q: 3 clusters Score -156993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -156994.421875 Penalty: 724.896240
	Iteration 23Q: 3 clusters Score -156994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -156994.421875 Penalty: 724.896240
	Iteration 24F: 3 clusters Score -156994.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Entering Unmasked Estep 
Score: -1329818.750000 Penalty: 459.682495
	Iteration 0F: 2 clusters Score -1329819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1313506.625000 Penalty: 919.364990
	Iteration 0F: 3 clusters Score -1313507 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1320391.250000 Penalty: 919.364990
	Iteration 1F: 3 clusters Score -1320391 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1320946.000000 Penalty: 919.364990
	Iteration 2F: 3 clusters Score -1320946 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1321709.375000 Penalty: 919.364990
	Iteration 3F: 3 clusters Score -1321709 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1322736.625000 Penalty: 919.364990
	Iteration 4F: 3 clusters Score -1322737 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1323980.875000 Penalty: 919.364990
	Iteration 5F: 3 clusters Score -1323981 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1324798.625000 Penalty: 919.364990
	Iteration 6F: 3 clusters Score -1324799 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1325125.250000 Penalty: 919.364990
	Iteration 7Q: 3 clusters Score -1325125 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1325235.125000 Penalty: 919.364990
	Iteration 8Q: 3 clusters Score -1325235 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1325294.000000 Penalty: 919.364990
	Iteration 9Q: 3 clusters Score -1325294 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1325331.875000 Penalty: 919.364990
	Iteration 10Q: 3 clusters Score -1325332 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1325379.500000 Penalty: 919.364990
	Iteration 11Q: 3 clusters Score -1325380 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1325422.625000 Penalty: 919.364990
	Iteration 12Q: 3 clusters Score -1325423 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1325465.000000 Penalty: 919.364990
	Iteration 13Q: 3 clusters Score -1325465 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1325504.625000 Penalty: 919.364990
	Iteration 14Q: 3 clusters Score -1325505 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1325545.000000 Penalty: 919.364990
	Iteration 15Q: 3 clusters Score -1325545 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1325592.625000 Penalty: 919.364990
	Iteration 16Q: 3 clusters Score -1325593 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1325640.125000 Penalty: 919.364990
	Iteration 17Q: 3 clusters Score -1325640 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1325686.250000 Penalty: 919.364990
	Iteration 18Q: 3 clusters Score -1325686 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1325725.750000 Penalty: 919.364990
	Iteration 19Q: 3 clusters Score -1325726 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1325767.250000 Penalty: 919.364990
	Iteration 20F: 3 clusters Score -1325767 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1325793.000000 Penalty: 919.364990
	Iteration 21Q: 3 clusters Score -1325793 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1325835.500000 Penalty: 919.364990
	Iteration 22Q: 3 clusters Score -1325836 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1325871.000000 Penalty: 919.364990
	Iteration 23Q: 3 clusters Score -1325871 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1325900.375000 Penalty: 919.364990
	Iteration 24Q: 3 clusters Score -1325900 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -1325935.750000 Penalty: 919.364990
	Iteration 25Q: 3 clusters Score -1325936 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1325982.125000 Penalty: 919.364990
	Iteration 26Q: 3 clusters Score -1325982 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -1326015.875000 Penalty: 919.364990
	Iteration 27Q: 3 clusters Score -1326016 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1326051.625000 Penalty: 919.364990
	Iteration 28Q: 3 clusters Score -1326052 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -1326096.500000 Penalty: 919.364990
	Iteration 29Q: 3 clusters Score -1326096 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1326140.625000 Penalty: 919.364990
	Iteration 30Q: 3 clusters Score -1326141 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1326208.375000 Penalty: 919.364990
	Iteration 31Q: 3 clusters Score -1326208 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1326275.000000 Penalty: 919.364990
	Iteration 32Q: 3 clusters Score -1326275 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -1326328.375000 Penalty: 919.364990
	Iteration 33Q: 3 clusters Score -1326328 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -1326406.000000 Penalty: 919.364990
	Iteration 34Q: 3 clusters Score -1326406 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1326494.875000 Penalty: 919.364990
	Iteration 35Q: 3 clusters Score -1326495 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -1326580.500000 Penalty: 919.364990
	Iteration 36Q: 3 clusters Score -1326580 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1326689.000000 Penalty: 919.364990
	Iteration 37Q: 3 clusters Score -1326689 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -1326812.250000 Penalty: 919.364990
	Iteration 38Q: 3 clusters Score -1326812 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -1326950.750000 Penalty: 919.364990
	Iteration 39Q: 3 clusters Score -1326951 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1327114.375000 Penalty: 919.364990
	Iteration 40F: 3 clusters Score -1327114 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -1327283.250000 Penalty: 919.364990
	Iteration 41Q: 3 clusters Score -1327283 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -1327437.375000 Penalty: 919.364990
	Iteration 42Q: 3 clusters Score -1327437 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -1327618.000000 Penalty: 919.364990
	Iteration 43Q: 3 clusters Score -1327618 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -1327800.375000 Penalty: 919.364990
	Iteration 44Q: 3 clusters Score -1327800 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -1328007.500000 Penalty: 919.364990
	Iteration 45Q: 3 clusters Score -1328008 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -1328246.250000 Penalty: 919.364990
	Iteration 46Q: 3 clusters Score -1328246 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -1328485.125000 Penalty: 919.364990
	Iteration 47Q: 3 clusters Score -1328485 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -1328716.750000 Penalty: 919.364990
	Iteration 48Q: 3 clusters Score -1328717 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -1328895.500000 Penalty: 919.364990
	Iteration 49Q: 3 clusters Score -1328896 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -1329050.000000 Penalty: 919.364990
	Iteration 50Q: 3 clusters Score -1329050 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -1329153.000000 Penalty: 919.364990
	Iteration 51Q: 3 clusters Score -1329153 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -1329223.375000 Penalty: 919.364990
	Iteration 52Q: 3 clusters Score -1329223 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -1329272.250000 Penalty: 919.364990
	Iteration 53Q: 3 clusters Score -1329272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -1329321.750000 Penalty: 919.364990
	Iteration 54Q: 3 clusters Score -1329322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -1329349.000000 Penalty: 919.364990
	Iteration 55Q: 3 clusters Score -1329349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -1329365.125000 Penalty: 919.364990
	Iteration 56Q: 3 clusters Score -1329365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -1329381.375000 Penalty: 919.364990
	Iteration 57Q: 3 clusters Score -1329381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -1329392.125000 Penalty: 919.364990
	Iteration 58Q: 3 clusters Score -1329392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -1329400.250000 Penalty: 919.364990
	Iteration 59Q: 3 clusters Score -1329400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -1329405.500000 Penalty: 919.364990
	Iteration 60F: 3 clusters Score -1329406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -1329409.750000 Penalty: 919.364990
	Iteration 61Q: 3 clusters Score -1329410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -1329413.125000 Penalty: 919.364990
	Iteration 62Q: 3 clusters Score -1329413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -1329415.000000 Penalty: 919.364990
	Iteration 63Q: 3 clusters Score -1329415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -1329417.500000 Penalty: 919.364990
	Iteration 64Q: 3 clusters Score -1329418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -1329421.250000 Penalty: 919.364990
	Iteration 65Q: 3 clusters Score -1329421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -1329423.375000 Penalty: 919.364990
	Iteration 66Q: 3 clusters Score -1329423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -1329422.250000 Penalty: 919.364990
	Iteration 67Q: 3 clusters Score -1329422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -1329423.375000 Penalty: 919.364990
	Iteration 68Q: 3 clusters Score -1329423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -1329425.375000 Penalty: 919.364990
	Iteration 69Q: 3 clusters Score -1329425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -1329424.500000 Penalty: 919.364990
	Iteration 70Q: 3 clusters Score -1329424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -1329424.875000 Penalty: 919.364990
	Iteration 71Q: 3 clusters Score -1329425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -1329423.625000 Penalty: 919.364990
	Iteration 72Q: 3 clusters Score -1329424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -1329423.625000 Penalty: 919.364990
	Iteration 73F: 3 clusters Score -1329424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Entering Unmasked Estep 
Score: -148023.281250 Penalty: 361.939911
	Iteration 0F: 2 clusters Score -148023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -146012.625000 Penalty: 723.879822
	Iteration 0F: 3 clusters Score -146012.6 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -146694.015625 Penalty: 723.879822
	Iteration 1F: 3 clusters Score -146694 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -146793.546875 Penalty: 723.879822
	Iteration 2F: 3 clusters Score -146793.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -146908.343750 Penalty: 723.879822
	Iteration 3F: 3 clusters Score -146908.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -146995.125000 Penalty: 723.879822
	Iteration 4F: 3 clusters Score -146995.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -147082.703125 Penalty: 723.879822
	Iteration 5Q: 3 clusters Score -147082.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -147187.546875 Penalty: 723.879822
	Iteration 6F: 3 clusters Score -147187.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -147296.093750 Penalty: 723.879822
	Iteration 7F: 3 clusters Score -147296.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -147387.437500 Penalty: 723.879822
	Iteration 8Q: 3 clusters Score -147387.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -147464.562500 Penalty: 723.879822
	Iteration 9Q: 3 clusters Score -147464.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -147546.421875 Penalty: 723.879822
	Iteration 10Q: 3 clusters Score -147546.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -147625.515625 Penalty: 723.879822
	Iteration 11Q: 3 clusters Score -147625.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -147672.781250 Penalty: 723.879822
	Iteration 12Q: 3 clusters Score -147672.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -147697.437500 Penalty: 723.879822
	Iteration 13Q: 3 clusters Score -147697.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -147712.921875 Penalty: 723.879822
	Iteration 14Q: 3 clusters Score -147712.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -147719.359375 Penalty: 723.879822
	Iteration 15Q: 3 clusters Score -147719.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -147724.859375 Penalty: 723.879822
	Iteration 16Q: 3 clusters Score -147724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -147728.796875 Penalty: 723.879822
	Iteration 17Q: 3 clusters Score -147728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -147729.125000 Penalty: 723.879822
	Iteration 18Q: 3 clusters Score -147729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -147729.984375 Penalty: 723.879822
	Iteration 19Q: 3 clusters Score -147730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -147732.328125 Penalty: 723.879822
	Iteration 20F: 3 clusters Score -147732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -147733.515625 Penalty: 723.879822
	Iteration 21Q: 3 clusters Score -147733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -147734.234375 Penalty: 723.879822
	Iteration 22Q: 3 clusters Score -147734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -147734.390625 Penalty: 723.879822
	Iteration 23Q: 3 clusters Score -147734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -147734.468750 Penalty: 723.879822
	Iteration 24Q: 3 clusters Score -147734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -147735.890625 Penalty: 723.879822
	Iteration 25Q: 3 clusters Score -147735.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -147735.890625 Penalty: 723.879822
	Iteration 26F: 3 clusters Score -147735.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Entering Unmasked Estep 
Score: -390489.218750 Penalty: 402.639832
	Iteration 0F: 2 clusters Score -390489.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -385802.062500 Penalty: 805.279663
	Iteration 0F: 3 clusters Score -385802.1 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -387619.375000 Penalty: 805.279663
	Iteration 1F: 3 clusters Score -387619.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -387829.406250 Penalty: 805.279663
	Iteration 2F: 3 clusters Score -387829.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -388102.687500 Penalty: 805.279663
	Iteration 3F: 3 clusters Score -388102.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -388431.156250 Penalty: 805.279663
	Iteration 4F: 3 clusters Score -388431.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -388793.750000 Penalty: 805.279663
	Iteration 5F: 3 clusters Score -388793.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -389059.906250 Penalty: 805.279663
	Iteration 6F: 3 clusters Score -389059.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -389181.062500 Penalty: 805.279663
	Iteration 7Q: 3 clusters Score -389181.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -389227.531250 Penalty: 805.279663
	Iteration 8Q: 3 clusters Score -389227.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -389251.281250 Penalty: 805.279663
	Iteration 9Q: 3 clusters Score -389251.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -389268.125000 Penalty: 805.279663
	Iteration 10Q: 3 clusters Score -389268.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -389284.531250 Penalty: 805.279663
	Iteration 11Q: 3 clusters Score -389284.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -389296.500000 Penalty: 805.279663
	Iteration 12Q: 3 clusters Score -389296.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -389306.593750 Penalty: 805.279663
	Iteration 13Q: 3 clusters Score -389306.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -389314.968750 Penalty: 805.279663
	Iteration 14Q: 3 clusters Score -389315 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -389322.156250 Penalty: 805.279663
	Iteration 15Q: 3 clusters Score -389322.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -389329.500000 Penalty: 805.279663
	Iteration 16Q: 3 clusters Score -389329.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -389336.093750 Penalty: 805.279663
	Iteration 17Q: 3 clusters Score -389336.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -389341.812500 Penalty: 805.279663
	Iteration 18Q: 3 clusters Score -389341.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -389347.031250 Penalty: 805.279663
	Iteration 19Q: 3 clusters Score -389347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -389353.375000 Penalty: 805.279663
	Iteration 20F: 3 clusters Score -389353.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -389356.531250 Penalty: 805.279663
	Iteration 21Q: 3 clusters Score -389356.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -389360.562500 Penalty: 805.279663
	Iteration 22Q: 3 clusters Score -389360.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -389363.468750 Penalty: 805.279663
	Iteration 23Q: 3 clusters Score -389363.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -389368.062500 Penalty: 805.279663
	Iteration 24Q: 3 clusters Score -389368.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -389373.156250 Penalty: 805.279663
	Iteration 25Q: 3 clusters Score -389373.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -389379.562500 Penalty: 805.279663
	Iteration 26Q: 3 clusters Score -389379.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -389387.250000 Penalty: 805.279663
	Iteration 27Q: 3 clusters Score -389387.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -389392.500000 Penalty: 805.279663
	Iteration 28Q: 3 clusters Score -389392.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -389395.406250 Penalty: 805.279663
	Iteration 29Q: 3 clusters Score -389395.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -389396.281250 Penalty: 805.279663
	Iteration 30Q: 3 clusters Score -389396.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -389398.937500 Penalty: 805.279663
	Iteration 31Q: 3 clusters Score -389398.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -389402.687500 Penalty: 805.279663
	Iteration 32Q: 3 clusters Score -389402.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -389405.343750 Penalty: 805.279663
	Iteration 33Q: 3 clusters Score -389405.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -389410.406250 Penalty: 805.279663
	Iteration 34Q: 3 clusters Score -389410.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -389414.031250 Penalty: 805.279663
	Iteration 35Q: 3 clusters Score -389414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -389418.812500 Penalty: 805.279663
	Iteration 36Q: 3 clusters Score -389418.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -389421.218750 Penalty: 805.279663
	Iteration 37Q: 3 clusters Score -389421.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -389423.031250 Penalty: 805.279663
	Iteration 38Q: 3 clusters Score -389423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -389425.250000 Penalty: 805.279663
	Iteration 39Q: 3 clusters Score -389425.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -389426.718750 Penalty: 805.279663
	Iteration 40F: 3 clusters Score -389426.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -389430.062500 Penalty: 805.279663
	Iteration 41Q: 3 clusters Score -389430.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -389433.468750 Penalty: 805.279663
	Iteration 42Q: 3 clusters Score -389433.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -389439.250000 Penalty: 805.279663
	Iteration 43Q: 3 clusters Score -389439.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -389444.500000 Penalty: 805.279663
	Iteration 44Q: 3 clusters Score -389444.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -389450.750000 Penalty: 805.279663
	Iteration 45Q: 3 clusters Score -389450.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -389457.875000 Penalty: 805.279663
	Iteration 46Q: 3 clusters Score -389457.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -389467.812500 Penalty: 805.279663
	Iteration 47Q: 3 clusters Score -389467.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -389476.906250 Penalty: 805.279663
	Iteration 48Q: 3 clusters Score -389476.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -389483.718750 Penalty: 805.279663
	Iteration 49Q: 3 clusters Score -389483.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -389489.375000 Penalty: 805.279663
	Iteration 50Q: 3 clusters Score -389489.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -389496.093750 Penalty: 805.279663
	Iteration 51Q: 3 clusters Score -389496.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -389506.437500 Penalty: 805.279663
	Iteration 52Q: 3 clusters Score -389506.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -389516.375000 Penalty: 805.279663
	Iteration 53Q: 3 clusters Score -389516.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -389532.031250 Penalty: 805.279663
	Iteration 54Q: 3 clusters Score -389532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -389547.937500 Penalty: 805.279663
	Iteration 55Q: 3 clusters Score -389547.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -389559.468750 Penalty: 805.279663
	Iteration 56Q: 3 clusters Score -389559.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -389574.906250 Penalty: 805.279663
	Iteration 57Q: 3 clusters Score -389574.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -389589.562500 Penalty: 805.279663
	Iteration 58Q: 3 clusters Score -389589.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -389605.375000 Penalty: 805.279663
	Iteration 59Q: 3 clusters Score -389605.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -389619.687500 Penalty: 805.279663
	Iteration 60F: 3 clusters Score -389619.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -389637.906250 Penalty: 805.279663
	Iteration 61Q: 3 clusters Score -389637.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -389652.906250 Penalty: 805.279663
	Iteration 62Q: 3 clusters Score -389652.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -389666.625000 Penalty: 805.279663
	Iteration 63Q: 3 clusters Score -389666.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -389676.781250 Penalty: 805.279663
	Iteration 64Q: 3 clusters Score -389676.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -389684.218750 Penalty: 805.279663
	Iteration 65Q: 3 clusters Score -389684.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -389689.406250 Penalty: 805.279663
	Iteration 66Q: 3 clusters Score -389689.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -389696.218750 Penalty: 805.279663
	Iteration 67Q: 3 clusters Score -389696.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -389700.906250 Penalty: 805.279663
	Iteration 68Q: 3 clusters Score -389700.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -389709.406250 Penalty: 805.279663
	Iteration 69Q: 3 clusters Score -389709.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -389719.281250 Penalty: 805.279663
	Iteration 70Q: 3 clusters Score -389719.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -389728.562500 Penalty: 805.279663
	Iteration 71Q: 3 clusters Score -389728.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -389736.031250 Penalty: 805.279663
	Iteration 72Q: 3 clusters Score -389736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -389745.593750 Penalty: 805.279663
	Iteration 73Q: 3 clusters Score -389745.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -389758.843750 Penalty: 805.279663
	Iteration 74Q: 3 clusters Score -389758.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -389773.843750 Penalty: 805.279663
	Iteration 75Q: 3 clusters Score -389773.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -389788.281250 Penalty: 805.279663
	Iteration 76Q: 3 clusters Score -389788.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -389806.500000 Penalty: 805.279663
	Iteration 77Q: 3 clusters Score -389806.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -389821.812500 Penalty: 805.279663
	Iteration 78Q: 3 clusters Score -389821.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -389842.031250 Penalty: 805.279663
	Iteration 79Q: 3 clusters Score -389842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -389862.468750 Penalty: 805.279663
	Iteration 80F: 3 clusters Score -389862.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -389883.093750 Penalty: 805.279663
	Iteration 81Q: 3 clusters Score -389883.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -389893.937500 Penalty: 805.279663
	Iteration 82Q: 3 clusters Score -389893.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -389899.656250 Penalty: 805.279663
	Iteration 83Q: 3 clusters Score -389899.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -389904.093750 Penalty: 805.279663
	Iteration 84Q: 3 clusters Score -389904.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -389907.187500 Penalty: 805.279663
	Iteration 85Q: 3 clusters Score -389907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -389909.312500 Penalty: 805.279663
	Iteration 86Q: 3 clusters Score -389909.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -389910.937500 Penalty: 805.279663
	Iteration 87Q: 3 clusters Score -389910.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -389916.218750 Penalty: 805.279663
	Iteration 88Q: 3 clusters Score -389916.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -389922.593750 Penalty: 805.279663
	Iteration 89Q: 3 clusters Score -389922.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -389926.125000 Penalty: 805.279663
	Iteration 90Q: 3 clusters Score -389926.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -389929.843750 Penalty: 805.279663
	Iteration 91Q: 3 clusters Score -389929.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -389931.968750 Penalty: 805.279663
	Iteration 92Q: 3 clusters Score -389932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -389933.343750 Penalty: 805.279663
	Iteration 93Q: 3 clusters Score -389933.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -389934.437500 Penalty: 805.279663
	Iteration 94Q: 3 clusters Score -389934.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -389936.968750 Penalty: 805.279663
	Iteration 95Q: 3 clusters Score -389937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -389940.156250 Penalty: 805.279663
	Iteration 96Q: 3 clusters Score -389940.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -389944.312500 Penalty: 805.279663
	Iteration 97Q: 3 clusters Score -389944.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -389946.000000 Penalty: 805.279663
	Iteration 98Q: 3 clusters Score -389946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -389949.562500 Penalty: 805.279663
	Iteration 99Q: 3 clusters Score -389949.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -389952.593750 Penalty: 805.279663
	Iteration 100F: 3 clusters Score -389952.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -389955.781250 Penalty: 805.279663
	Iteration 101Q: 3 clusters Score -389955.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -389958.843750 Penalty: 805.279663
	Iteration 102Q: 3 clusters Score -389958.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -389962.750000 Penalty: 805.279663
	Iteration 103Q: 3 clusters Score -389962.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -389967.843750 Penalty: 805.279663
	Iteration 104Q: 3 clusters Score -389967.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -389970.593750 Penalty: 805.279663
	Iteration 105Q: 3 clusters Score -389970.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -389973.343750 Penalty: 805.279663
	Iteration 106Q: 3 clusters Score -389973.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -389974.156250 Penalty: 805.279663
	Iteration 107Q: 3 clusters Score -389974.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -389974.187500 Penalty: 805.279663
	Iteration 108Q: 3 clusters Score -389974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -389974.750000 Penalty: 805.279663
	Iteration 109Q: 3 clusters Score -389974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -389974.312500 Penalty: 805.279663
	Iteration 110Q: 3 clusters Score -389974.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -389974.312500 Penalty: 805.279663
	Iteration 111F: 3 clusters Score -389974.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Entering Unmasked Estep 
Score: -1041724.625000 Penalty: 448.751251
	Iteration 0F: 2 clusters Score -1041725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1028917.375000 Penalty: 897.502502
	Iteration 0F: 3 clusters Score -1028917 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1034523.812500 Penalty: 897.502502
	Iteration 1F: 3 clusters Score -1034524 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1035016.062500 Penalty: 897.502502
	Iteration 2F: 3 clusters Score -1035016 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1035692.875000 Penalty: 897.502502
	Iteration 3F: 3 clusters Score -1035693 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1036603.812500 Penalty: 897.502502
	Iteration 4F: 3 clusters Score -1036604 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1037624.062500 Penalty: 897.502502
	Iteration 5F: 3 clusters Score -1037624 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1038526.125000 Penalty: 897.502502
	Iteration 6F: 3 clusters Score -1038526 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1039015.375000 Penalty: 897.502502
	Iteration 7F: 3 clusters Score -1039015 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1039201.937500 Penalty: 897.502502
	Iteration 8Q: 3 clusters Score -1039202 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1039276.437500 Penalty: 897.502502
	Iteration 9Q: 3 clusters Score -1039276 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1039331.125000 Penalty: 897.502502
	Iteration 10Q: 3 clusters Score -1039331 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1039373.750000 Penalty: 897.502502
	Iteration 11Q: 3 clusters Score -1039374 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1039409.125000 Penalty: 897.502502
	Iteration 12Q: 3 clusters Score -1039409 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1039444.687500 Penalty: 897.502502
	Iteration 13Q: 3 clusters Score -1039445 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1039472.125000 Penalty: 897.502502
	Iteration 14Q: 3 clusters Score -1039472 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1039501.812500 Penalty: 897.502502
	Iteration 15Q: 3 clusters Score -1039502 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1039533.250000 Penalty: 897.502502
	Iteration 16Q: 3 clusters Score -1039533 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1039565.562500 Penalty: 897.502502
	Iteration 17Q: 3 clusters Score -1039566 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1039596.562500 Penalty: 897.502502
	Iteration 18Q: 3 clusters Score -1039597 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1039623.125000 Penalty: 897.502502
	Iteration 19Q: 3 clusters Score -1039623 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1039648.750000 Penalty: 897.502502
	Iteration 20F: 3 clusters Score -1039649 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1039672.687500 Penalty: 897.502502
	Iteration 21Q: 3 clusters Score -1039673 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1039694.187500 Penalty: 897.502502
	Iteration 22Q: 3 clusters Score -1039694 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1039721.437500 Penalty: 897.502502
	Iteration 23Q: 3 clusters Score -1039721 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1039739.375000 Penalty: 897.502502
	Iteration 24Q: 3 clusters Score -1039739 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1039763.625000 Penalty: 897.502502
	Iteration 25Q: 3 clusters Score -1039764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1039780.500000 Penalty: 897.502502
	Iteration 26Q: 3 clusters Score -1039780 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1039799.000000 Penalty: 897.502502
	Iteration 27Q: 3 clusters Score -1039799 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1039814.187500 Penalty: 897.502502
	Iteration 28Q: 3 clusters Score -1039814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1039831.625000 Penalty: 897.502502
	Iteration 29Q: 3 clusters Score -1039832 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1039850.562500 Penalty: 897.502502
	Iteration 30Q: 3 clusters Score -1039851 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1039869.500000 Penalty: 897.502502
	Iteration 31Q: 3 clusters Score -1039870 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1039887.062500 Penalty: 897.502502
	Iteration 32Q: 3 clusters Score -1039887 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1039908.062500 Penalty: 897.502502
	Iteration 33Q: 3 clusters Score -1039908 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1039926.687500 Penalty: 897.502502
	Iteration 34Q: 3 clusters Score -1039927 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1039942.312500 Penalty: 897.502502
	Iteration 35Q: 3 clusters Score -1039942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1039953.687500 Penalty: 897.502502
	Iteration 36Q: 3 clusters Score -1039954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1039968.000000 Penalty: 897.502502
	Iteration 37Q: 3 clusters Score -1039968 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1039983.562500 Penalty: 897.502502
	Iteration 38Q: 3 clusters Score -1039984 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1039995.187500 Penalty: 897.502502
	Iteration 39Q: 3 clusters Score -1039995 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1040016.500000 Penalty: 897.502502
	Iteration 40F: 3 clusters Score -1040016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1040038.875000 Penalty: 897.502502
	Iteration 41Q: 3 clusters Score -1040039 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1040057.687500 Penalty: 897.502502
	Iteration 42Q: 3 clusters Score -1040058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1040082.500000 Penalty: 897.502502
	Iteration 43Q: 3 clusters Score -1040082 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1040101.375000 Penalty: 897.502502
	Iteration 44Q: 3 clusters Score -1040101 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1040124.500000 Penalty: 897.502502
	Iteration 45Q: 3 clusters Score -1040124 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1040147.562500 Penalty: 897.502502
	Iteration 46Q: 3 clusters Score -1040148 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1040164.875000 Penalty: 897.502502
	Iteration 47Q: 3 clusters Score -1040165 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1040180.812500 Penalty: 897.502502
	Iteration 48Q: 3 clusters Score -1040181 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1040198.812500 Penalty: 897.502502
	Iteration 49Q: 3 clusters Score -1040199 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1040209.937500 Penalty: 897.502502
	Iteration 50Q: 3 clusters Score -1040210 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1040219.812500 Penalty: 897.502502
	Iteration 51Q: 3 clusters Score -1040220 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1040228.062500 Penalty: 897.502502
	Iteration 52Q: 3 clusters Score -1040228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1040243.500000 Penalty: 897.502502
	Iteration 53Q: 3 clusters Score -1040244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1040253.875000 Penalty: 897.502502
	Iteration 54Q: 3 clusters Score -1040254 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1040270.375000 Penalty: 897.502502
	Iteration 55Q: 3 clusters Score -1040270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1040285.687500 Penalty: 897.502502
	Iteration 56Q: 3 clusters Score -1040286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1040301.500000 Penalty: 897.502502
	Iteration 57Q: 3 clusters Score -1040302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1040318.562500 Penalty: 897.502502
	Iteration 58Q: 3 clusters Score -1040319 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1040328.625000 Penalty: 897.502502
	Iteration 59Q: 3 clusters Score -1040329 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1040353.625000 Penalty: 897.502502
	Iteration 60F: 3 clusters Score -1040354 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1040368.500000 Penalty: 897.502502
	Iteration 61Q: 3 clusters Score -1040368 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1040391.312500 Penalty: 897.502502
	Iteration 62Q: 3 clusters Score -1040391 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1040415.375000 Penalty: 897.502502
	Iteration 63Q: 3 clusters Score -1040415 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1040456.437500 Penalty: 897.502502
	Iteration 64Q: 3 clusters Score -1040456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1040480.562500 Penalty: 897.502502
	Iteration 65Q: 3 clusters Score -1040481 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1040502.187500 Penalty: 897.502502
	Iteration 66Q: 3 clusters Score -1040502 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1040532.187500 Penalty: 897.502502
	Iteration 67Q: 3 clusters Score -1040532 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1040553.375000 Penalty: 897.502502
	Iteration 68Q: 3 clusters Score -1040553 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1040574.187500 Penalty: 897.502502
	Iteration 69Q: 3 clusters Score -1040574 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1040593.125000 Penalty: 897.502502
	Iteration 70Q: 3 clusters Score -1040593 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1040616.125000 Penalty: 897.502502
	Iteration 71Q: 3 clusters Score -1040616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1040634.875000 Penalty: 897.502502
	Iteration 72Q: 3 clusters Score -1040635 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1040653.812500 Penalty: 897.502502
	Iteration 73Q: 3 clusters Score -1040654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1040677.500000 Penalty: 897.502502
	Iteration 74Q: 3 clusters Score -1040678 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1040706.937500 Penalty: 897.502502
	Iteration 75Q: 3 clusters Score -1040707 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1040748.250000 Penalty: 897.502502
	Iteration 76Q: 3 clusters Score -1040748 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1040780.437500 Penalty: 897.502502
	Iteration 77Q: 3 clusters Score -1040780 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1040814.875000 Penalty: 897.502502
	Iteration 78Q: 3 clusters Score -1040815 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1040854.875000 Penalty: 897.502502
	Iteration 79Q: 3 clusters Score -1040855 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1040894.562500 Penalty: 897.502502
	Iteration 80F: 3 clusters Score -1040895 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1040916.125000 Penalty: 897.502502
	Iteration 81Q: 3 clusters Score -1040916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1040948.500000 Penalty: 897.502502
	Iteration 82Q: 3 clusters Score -1040948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1040980.062500 Penalty: 897.502502
	Iteration 83Q: 3 clusters Score -1040980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1041004.375000 Penalty: 897.502502
	Iteration 84Q: 3 clusters Score -1041004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1041027.750000 Penalty: 897.502502
	Iteration 85Q: 3 clusters Score -1041028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1041057.812500 Penalty: 897.502502
	Iteration 86Q: 3 clusters Score -1041058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1041086.812500 Penalty: 897.502502
	Iteration 87Q: 3 clusters Score -1041087 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1041112.937500 Penalty: 897.502502
	Iteration 88Q: 3 clusters Score -1041113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1041141.062500 Penalty: 897.502502
	Iteration 89Q: 3 clusters Score -1041141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1041168.750000 Penalty: 897.502502
	Iteration 90Q: 3 clusters Score -1041169 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1041199.125000 Penalty: 897.502502
	Iteration 91Q: 3 clusters Score -1041199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1041223.500000 Penalty: 897.502502
	Iteration 92Q: 3 clusters Score -1041224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1041246.125000 Penalty: 897.502502
	Iteration 93Q: 3 clusters Score -1041246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1041264.937500 Penalty: 897.502502
	Iteration 94Q: 3 clusters Score -1041265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1041274.687500 Penalty: 897.502502
	Iteration 95Q: 3 clusters Score -1041275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1041282.812500 Penalty: 897.502502
	Iteration 96Q: 3 clusters Score -1041283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1041291.312500 Penalty: 897.502502
	Iteration 97Q: 3 clusters Score -1041291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1041307.875000 Penalty: 897.502502
	Iteration 98Q: 3 clusters Score -1041308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1041313.750000 Penalty: 897.502502
	Iteration 99Q: 3 clusters Score -1041314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1041321.250000 Penalty: 897.502502
	Iteration 100F: 3 clusters Score -1041321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1041325.437500 Penalty: 897.502502
	Iteration 101Q: 3 clusters Score -1041325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1041327.625000 Penalty: 897.502502
	Iteration 102Q: 3 clusters Score -1041328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1041328.125000 Penalty: 897.502502
	Iteration 103Q: 3 clusters Score -1041328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1041330.437500 Penalty: 897.502502
	Iteration 104Q: 3 clusters Score -1041330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1041331.187500 Penalty: 897.502502
	Iteration 105Q: 3 clusters Score -1041331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1041333.937500 Penalty: 897.502502
	Iteration 106Q: 3 clusters Score -1041334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1041335.437500 Penalty: 897.502502
	Iteration 107Q: 3 clusters Score -1041335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1041338.812500 Penalty: 897.502502
	Iteration 108Q: 3 clusters Score -1041339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1041342.625000 Penalty: 897.502502
	Iteration 109Q: 3 clusters Score -1041343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1041348.312500 Penalty: 897.502502
	Iteration 110Q: 3 clusters Score -1041348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1041349.312500 Penalty: 897.502502
	Iteration 111Q: 3 clusters Score -1041349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1041351.062500 Penalty: 897.502502
	Iteration 112Q: 3 clusters Score -1041351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1041351.562500 Penalty: 897.502502
	Iteration 113Q: 3 clusters Score -1041352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1041351.562500 Penalty: 897.502502
	Iteration 114F: 3 clusters Score -1041352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (85576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85576 members 
Entering Unmasked Estep 
Score: -4738684.000000 Penalty: 516.750793
	Iteration 0F: 2 clusters Score -4738684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -4681313.000000 Penalty: 1033.501587
	Iteration 0F: 3 clusters Score -4681313 nChanged 41851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -4707552.500000 Penalty: 1033.501587
	Iteration 1F: 3 clusters Score -4707552 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -4709566.500000 Penalty: 1033.501587
	Iteration 2Q: 3 clusters Score -4709566 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -4713495.500000 Penalty: 1033.501587
	Iteration 3F: 3 clusters Score -4713496 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -4719268.000000 Penalty: 1033.501587
	Iteration 4F: 3 clusters Score -4719268 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -4725565.500000 Penalty: 1033.501587
	Iteration 5F: 3 clusters Score -4725566 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -4730742.000000 Penalty: 1033.501587
	Iteration 6F: 3 clusters Score -4730742 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 81106 members 
Entering Unmasked Estep 
Score: -4734126.500000 Penalty: 1033.501587
	Iteration 7Q: 3 clusters Score -4734126 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -4736115.000000 Penalty: 1033.501587
	Iteration 8Q: 3 clusters Score -4736115 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -4737214.500000 Penalty: 1033.501587
	Iteration 9Q: 3 clusters Score -4737214 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -4737753.500000 Penalty: 1033.501587
	Iteration 10Q: 3 clusters Score -4737754 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 85331 members 
Entering Unmasked Estep 
Score: -4738000.500000 Penalty: 1033.501587
	Iteration 11Q: 3 clusters Score -4738000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 85446 members 
Entering Unmasked Estep 
Score: -4738131.500000 Penalty: 1033.501587
	Iteration 12Q: 3 clusters Score -4738132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 85492 members 
Entering Unmasked Estep 
Score: -4738172.000000 Penalty: 1033.501587
	Iteration 13Q: 3 clusters Score -4738172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -4738189.000000 Penalty: 1033.501587
	Iteration 14Q: 3 clusters Score -4738189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -4738202.500000 Penalty: 1033.501587
	Iteration 15Q: 3 clusters Score -4738202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -4738215.000000 Penalty: 1033.501587
	Iteration 16Q: 3 clusters Score -4738215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -4738217.500000 Penalty: 1033.501587
	Iteration 17Q: 3 clusters Score -4738218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 85517 members 
Entering Unmasked Estep 
Score: -4738220.000000 Penalty: 1033.501587
	Iteration 18Q: 3 clusters Score -4738220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 85518 members 
Entering Unmasked Estep 
Score: -4738221.500000 Penalty: 1033.501587
	Iteration 19Q: 3 clusters Score -4738222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 85519 members 
Entering Unmasked Estep 
Score: -4738227.000000 Penalty: 1033.501587
	Iteration 20F: 3 clusters Score -4738227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -84955.210938 Penalty: 339.478485
	Iteration 0F: 2 clusters Score -84955.21 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 869 members 
Entering Unmasked Estep 
Score: -83663.437500 Penalty: 678.956970
	Iteration 0F: 3 clusters Score -83663.44 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84076.406250 Penalty: 678.956970
	Iteration 1F: 3 clusters Score -84076.41 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -84198.343750 Penalty: 678.956970
	Iteration 2F: 3 clusters Score -84198.34 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -84340.203125 Penalty: 678.956970
	Iteration 3F: 3 clusters Score -84340.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -84441.156250 Penalty: 678.956970
	Iteration 4F: 3 clusters Score -84441.16 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -84512.085938 Penalty: 678.956970
	Iteration 5F: 3 clusters Score -84512.09 nChanged 86
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: -84573.007812 Penalty: 678.956970
	Iteration 6Q: 3 clusters Score -84573.01 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -84631.250000 Penalty: 678.956970
	Iteration 7Q: 3 clusters Score -84631.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -84666.609375 Penalty: 678.956970
	Iteration 8Q: 3 clusters Score -84666.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -84690.562500 Penalty: 678.956970
	Iteration 9Q: 3 clusters Score -84690.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -84705.851562 Penalty: 678.956970
	Iteration 10Q: 3 clusters Score -84705.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -84720.406250 Penalty: 678.956970
	Iteration 11Q: 3 clusters Score -84720.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -84735.125000 Penalty: 678.956970
	Iteration 12Q: 3 clusters Score -84735.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -84743.062500 Penalty: 678.956970
	Iteration 13Q: 3 clusters Score -84743.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -84749.492188 Penalty: 678.956970
	Iteration 14Q: 3 clusters Score -84749.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -84752.398438 Penalty: 678.956970
	Iteration 15Q: 3 clusters Score -84752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -84753.539062 Penalty: 678.956970
	Iteration 16Q: 3 clusters Score -84753.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -84754.656250 Penalty: 678.956970
	Iteration 17Q: 3 clusters Score -84754.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -84756.992188 Penalty: 678.956970
	Iteration 18Q: 3 clusters Score -84756.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -84759.273438 Penalty: 678.956970
	Iteration 19Q: 3 clusters Score -84759.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -84760.601562 Penalty: 678.956970
	Iteration 20F: 3 clusters Score -84760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -84762.289062 Penalty: 678.956970
	Iteration 21Q: 3 clusters Score -84762.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -84762.304688 Penalty: 678.956970
	Iteration 22Q: 3 clusters Score -84762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -84762.757812 Penalty: 678.956970
	Iteration 23Q: 3 clusters Score -84762.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -84763.117188 Penalty: 678.956970
	Iteration 24Q: 3 clusters Score -84763.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -84763.117188 Penalty: 678.956970
	Iteration 25F: 3 clusters Score -84763.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (158674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158674 members 
Entering Unmasked Estep 
Score: -8137225.000000 Penalty: 544.844666
	Iteration 0F: 2 clusters Score -8137225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -8031432.500000 Penalty: 1089.689331
	Iteration 0F: 3 clusters Score -8031432 nChanged 77756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71254 members 
Mstep: Class 2 contains 87420 members 
Entering Unmasked Estep 
Score: -8080273.500000 Penalty: 1089.689331
	Iteration 1F: 3 clusters Score -8080274 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 92103 members 
Entering Unmasked Estep 
Score: -8084513.500000 Penalty: 1089.689331
	Iteration 2F: 3 clusters Score -8084514 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -8091881.000000 Penalty: 1089.689331
	Iteration 3F: 3 clusters Score -8091881 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -8103160.000000 Penalty: 1089.689331
	Iteration 4F: 3 clusters Score -8103160 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 111332 members 
Entering Unmasked Estep 
Score: -8115425.500000 Penalty: 1089.689331
	Iteration 5F: 3 clusters Score -8115426 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -8122924.500000 Penalty: 1089.689331
	Iteration 6F: 3 clusters Score -8122924 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 114785 members 
Entering Unmasked Estep 
Score: -8126997.500000 Penalty: 1089.689331
	Iteration 7Q: 3 clusters Score -8126998 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 115420 members 
Entering Unmasked Estep 
Score: -8129986.000000 Penalty: 1089.689331
	Iteration 8Q: 3 clusters Score -8129986 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 115689 members 
Entering Unmasked Estep 
Score: -8132505.500000 Penalty: 1089.689331
	Iteration 9Q: 3 clusters Score -8132506 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 115822 members 
Entering Unmasked Estep 
Score: -8134341.000000 Penalty: 1089.689331
	Iteration 10Q: 3 clusters Score -8134341 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 115907 members 
Entering Unmasked Estep 
Score: -8135533.500000 Penalty: 1089.689331
	Iteration 11Q: 3 clusters Score -8135534 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 116034 members 
Entering Unmasked Estep 
Score: -8136298.000000 Penalty: 1089.689331
	Iteration 12Q: 3 clusters Score -8136298 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 116190 members 
Entering Unmasked Estep 
Score: -8136702.500000 Penalty: 1089.689331
	Iteration 13Q: 3 clusters Score -8136702 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 116372 members 
Entering Unmasked Estep 
Score: -8136959.000000 Penalty: 1089.689331
	Iteration 14Q: 3 clusters Score -8136959 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 116545 members 
Entering Unmasked Estep 
Score: -8137081.500000 Penalty: 1089.689331
	Iteration 15Q: 3 clusters Score -8137082 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 116716 members 
Entering Unmasked Estep 
Score: -8137137.500000 Penalty: 1089.689331
	Iteration 16Q: 3 clusters Score -8137138 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 116886 members 
Entering Unmasked Estep 
Score: -8137245.500000 Penalty: 1089.689331
	Iteration 17Q: 3 clusters Score -8137246 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 117065 members 
Entering Unmasked Estep 
Score: -8137263.000000 Penalty: 1089.689331
	Iteration 18Q: 3 clusters Score -8137263 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 117254 members 
Entering Unmasked Estep 
Score: -8137301.500000 Penalty: 1089.689331
	Iteration 19Q: 3 clusters Score -8137302 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 117445 members 
Entering Unmasked Estep 
Score: -8137379.500000 Penalty: 1089.689331
	Iteration 20F: 3 clusters Score -8137380 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 117559 members 
Entering Unmasked Estep 
Score: -8137425.500000 Penalty: 1089.689331
	Iteration 21Q: 3 clusters Score -8137426 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 117666 members 
Entering Unmasked Estep 
Score: -8137445.500000 Penalty: 1089.689331
	Iteration 22Q: 3 clusters Score -8137446 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 117771 members 
Entering Unmasked Estep 
Score: -8137447.000000 Penalty: 1089.689331
	Iteration 23Q: 3 clusters Score -8137447 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 117878 members 
Entering Unmasked Estep 
Score: -8137476.000000 Penalty: 1089.689331
	Iteration 24Q: 3 clusters Score -8137476 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 117968 members 
Entering Unmasked Estep 
Score: -8137487.500000 Penalty: 1089.689331
	Iteration 25Q: 3 clusters Score -8137488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 118029 members 
Entering Unmasked Estep 
Score: -8137494.000000 Penalty: 1089.689331
	Iteration 26Q: 3 clusters Score -8137494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 118085 members 
Entering Unmasked Estep 
Score: -8137499.000000 Penalty: 1089.689331
	Iteration 27Q: 3 clusters Score -8137499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 118147 members 
Entering Unmasked Estep 
Score: -8137511.500000 Penalty: 1089.689331
	Iteration 28Q: 3 clusters Score -8137512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 118219 members 
Entering Unmasked Estep 
Score: -8137520.500000 Penalty: 1089.689331
	Iteration 29Q: 3 clusters Score -8137520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
Score: -8137519.500000 Penalty: 1089.689331
	Iteration 30Q: 3 clusters Score -8137520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 118340 members 
Entering Unmasked Estep 
Score: -8137533.500000 Penalty: 1089.689331
	Iteration 31Q: 3 clusters Score -8137534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 118383 members 
Entering Unmasked Estep 
Score: -8137536.500000 Penalty: 1089.689331
	Iteration 32Q: 3 clusters Score -8137536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 118421 members 
Entering Unmasked Estep 
Score: -8137529.500000 Penalty: 1089.689331
	Iteration 33Q: 3 clusters Score -8137530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 118459 members 
Entering Unmasked Estep 
Score: -8137537.500000 Penalty: 1089.689331
	Iteration 34Q: 3 clusters Score -8137538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 118490 members 
Entering Unmasked Estep 
Score: -8137530.500000 Penalty: 1089.689331
	Iteration 35Q: 3 clusters Score -8137530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 118518 members 
Entering Unmasked Estep 
Score: -8137529.500000 Penalty: 1089.689331
	Iteration 36Q: 3 clusters Score -8137530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 118550 members 
Entering Unmasked Estep 
Score: -8137537.000000 Penalty: 1089.689331
	Iteration 37Q: 3 clusters Score -8137537 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 118585 members 
Entering Unmasked Estep 
Score: -8137530.000000 Penalty: 1089.689331
	Iteration 38Q: 3 clusters Score -8137530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 118621 members 
Entering Unmasked Estep 
Score: -8137542.000000 Penalty: 1089.689331
	Iteration 39Q: 3 clusters Score -8137542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 118662 members 
Entering Unmasked Estep 
Score: -8137552.000000 Penalty: 1089.689331
	Iteration 40F: 3 clusters Score -8137552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 118694 members 
Entering Unmasked Estep 
Score: -8137550.500000 Penalty: 1089.689331
	Iteration 41Q: 3 clusters Score -8137550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 118719 members 
Entering Unmasked Estep 
Score: -8137546.500000 Penalty: 1089.689331
	Iteration 42Q: 3 clusters Score -8137546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 118738 members 
Entering Unmasked Estep 
Score: -8137550.000000 Penalty: 1089.689331
	Iteration 43Q: 3 clusters Score -8137550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 118759 members 
Entering Unmasked Estep 
Score: -8137563.500000 Penalty: 1089.689331
	Iteration 44Q: 3 clusters Score -8137564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 118774 members 
Entering Unmasked Estep 
Score: -8137563.500000 Penalty: 1089.689331
	Iteration 45Q: 3 clusters Score -8137564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 118783 members 
Entering Unmasked Estep 
Score: -8137559.000000 Penalty: 1089.689331
	Iteration 46Q: 3 clusters Score -8137559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 118791 members 
Entering Unmasked Estep 
Score: -8137563.000000 Penalty: 1089.689331
	Iteration 47Q: 3 clusters Score -8137563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 118801 members 
Entering Unmasked Estep 
Score: -8137569.500000 Penalty: 1089.689331
	Iteration 48Q: 3 clusters Score -8137570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 118812 members 
Entering Unmasked Estep 
Score: -8137565.000000 Penalty: 1089.689331
	Iteration 49Q: 3 clusters Score -8137565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 118825 members 
Entering Unmasked Estep 
Score: -8137571.000000 Penalty: 1089.689331
	Iteration 50Q: 3 clusters Score -8137571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 118835 members 
Entering Unmasked Estep 
Score: -8137574.000000 Penalty: 1089.689331
	Iteration 51Q: 3 clusters Score -8137574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 118842 members 
Entering Unmasked Estep 
Score: -8137573.500000 Penalty: 1089.689331
	Iteration 52Q: 3 clusters Score -8137574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 118850 members 
Entering Unmasked Estep 
Score: -8137570.500000 Penalty: 1089.689331
	Iteration 53Q: 3 clusters Score -8137570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 118856 members 
Entering Unmasked Estep 
Score: -8137566.500000 Penalty: 1089.689331
	Iteration 54Q: 3 clusters Score -8137566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 118867 members 
Entering Unmasked Estep 
Score: -8137572.000000 Penalty: 1089.689331
	Iteration 55Q: 3 clusters Score -8137572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 118881 members 
Entering Unmasked Estep 
Score: -8137581.500000 Penalty: 1089.689331
	Iteration 56Q: 3 clusters Score -8137582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -8137579.000000 Penalty: 1089.689331
	Iteration 57Q: 3 clusters Score -8137579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 118923 members 
Entering Unmasked Estep 
Score: -8137586.000000 Penalty: 1089.689331
	Iteration 58Q: 3 clusters Score -8137586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 118935 members 
Entering Unmasked Estep 
Score: -8137573.500000 Penalty: 1089.689331
	Iteration 59Q: 3 clusters Score -8137574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 118941 members 
Entering Unmasked Estep 
Score: -8137580.000000 Penalty: 1089.689331
	Iteration 60F: 3 clusters Score -8137580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 118949 members 
Entering Unmasked Estep 
Score: -8137582.000000 Penalty: 1089.689331
	Iteration 61Q: 3 clusters Score -8137582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 118959 members 
Entering Unmasked Estep 
Score: -8137576.500000 Penalty: 1089.689331
	Iteration 62Q: 3 clusters Score -8137576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 118969 members 
Entering Unmasked Estep 
Score: -8137581.000000 Penalty: 1089.689331
	Iteration 63Q: 3 clusters Score -8137581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 118978 members 
Entering Unmasked Estep 
Score: -8137587.500000 Penalty: 1089.689331
	Iteration 64Q: 3 clusters Score -8137588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 118988 members 
Entering Unmasked Estep 
Score: -8137584.000000 Penalty: 1089.689331
	Iteration 65Q: 3 clusters Score -8137584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 118995 members 
Entering Unmasked Estep 
Score: -8137593.000000 Penalty: 1089.689331
	Iteration 66Q: 3 clusters Score -8137593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 119003 members 
Entering Unmasked Estep 
Score: -8137590.000000 Penalty: 1089.689331
	Iteration 67Q: 3 clusters Score -8137590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 119010 members 
Entering Unmasked Estep 
Score: -8137596.500000 Penalty: 1089.689331
	Iteration 68Q: 3 clusters Score -8137596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 119014 members 
Entering Unmasked Estep 
Score: -8137591.500000 Penalty: 1089.689331
	Iteration 69Q: 3 clusters Score -8137592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 119017 members 
Entering Unmasked Estep 
Score: -8137591.000000 Penalty: 1089.689331
	Iteration 70Q: 3 clusters Score -8137591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 119020 members 
Entering Unmasked Estep 
Score: -8137590.000000 Penalty: 1089.689331
	Iteration 71Q: 3 clusters Score -8137590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 119023 members 
Entering Unmasked Estep 
Score: -8137591.000000 Penalty: 1089.689331
	Iteration 72Q: 3 clusters Score -8137591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 119025 members 
Entering Unmasked Estep 
Score: -8137592.500000 Penalty: 1089.689331
	Iteration 73Q: 3 clusters Score -8137592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 119029 members 
Entering Unmasked Estep 
Score: -8137588.500000 Penalty: 1089.689331
	Iteration 74Q: 3 clusters Score -8137588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 119033 members 
Entering Unmasked Estep 
Score: -8137593.500000 Penalty: 1089.689331
	Iteration 75Q: 3 clusters Score -8137594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 119036 members 
Entering Unmasked Estep 
Score: -8137593.000000 Penalty: 1089.689331
	Iteration 76Q: 3 clusters Score -8137593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -8137594.000000 Penalty: 1089.689331
	Iteration 77Q: 3 clusters Score -8137594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 119045 members 
Entering Unmasked Estep 
Score: -8137594.000000 Penalty: 1089.689331
	Iteration 78Q: 3 clusters Score -8137594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 119048 members 
Entering Unmasked Estep 
Score: -8137593.500000 Penalty: 1089.689331
	Iteration 79Q: 3 clusters Score -8137594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 119051 members 
Entering Unmasked Estep 
Score: -8137592.000000 Penalty: 1089.689331
	Iteration 80F: 3 clusters Score -8137592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 119051 members 
Entering Unmasked Estep 
Score: -8137595.500000 Penalty: 1089.689331
	Iteration 81Q: 3 clusters Score -8137596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 119053 members 
Entering Unmasked Estep 
Score: -8137592.000000 Penalty: 1089.689331
	Iteration 82Q: 3 clusters Score -8137592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 119056 members 
Entering Unmasked Estep 
Score: -8137590.000000 Penalty: 1089.689331
	Iteration 83Q: 3 clusters Score -8137590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 119059 members 
Entering Unmasked Estep 
Score: -8137594.500000 Penalty: 1089.689331
	Iteration 84Q: 3 clusters Score -8137594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 119064 members 
Entering Unmasked Estep 
Score: -8137594.500000 Penalty: 1089.689331
	Iteration 85Q: 3 clusters Score -8137594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 119070 members 
Entering Unmasked Estep 
Score: -8137588.500000 Penalty: 1089.689331
	Iteration 86Q: 3 clusters Score -8137588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 119075 members 
Entering Unmasked Estep 
Score: -8137592.000000 Penalty: 1089.689331
	Iteration 87Q: 3 clusters Score -8137592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 119077 members 
Entering Unmasked Estep 
Score: -8137591.000000 Penalty: 1089.689331
	Iteration 88Q: 3 clusters Score -8137591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 119080 members 
Entering Unmasked Estep 
Score: -8137587.000000 Penalty: 1089.689331
	Iteration 89Q: 3 clusters Score -8137587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 119083 members 
Entering Unmasked Estep 
Score: -8137590.500000 Penalty: 1089.689331
	Iteration 90Q: 3 clusters Score -8137590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -8137591.000000 Penalty: 1089.689331
	Iteration 91Q: 3 clusters Score -8137591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 119088 members 
Entering Unmasked Estep 
Score: -8137590.500000 Penalty: 1089.689331
	Iteration 92Q: 3 clusters Score -8137590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -8137588.000000 Penalty: 1089.689331
	Iteration 93Q: 3 clusters Score -8137588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -8137588.000000 Penalty: 1089.689331
	Iteration 94F: 3 clusters Score -8137588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 26174 members 
Mstep: Class 3 contains 101663 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 5516 members 
Mstep: Class 6 contains 13705 members 
Mstep: Class 7 contains 89692 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 47333 members 
Mstep: Class 11 contains 20302 members 
Mstep: Class 12 contains 164687 members 
Mstep: Class 13 contains 1312 members 
Mstep: Class 14 contains 11324 members 
Mstep: Class 15 contains 12877 members 
Mstep: Class 16 contains 57370 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 1118 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 2881 members 
Mstep: Class 21 contains 24414 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 6969 members 
Mstep: Class 24 contains 19200 members 
Mstep: Class 25 contains 85576 members 
Mstep: Class 26 contains 1739 members 
Mstep: Class 27 contains 39583 members 
Mstep: Class 28 contains 134694 members 
Mstep: Class 29 contains 84854 members 
Mstep: Class 30 contains 1455 members 
Mstep: Class 31 contains 33295 members 
Mstep: Class 32 contains 33804 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 163104 members 
Mstep: Class 36 contains 80672 members 
Mstep: Class 37 contains 14490 members 
Mstep: Class 38 contains 5192 members 
Mstep: Class 39 contains 101385 members 
Mstep: Class 40 contains 7917 members 
Mstep: Class 41 contains 20088 members 
Mstep: Class 42 contains 79981 members 
Mstep: Class 43 contains 6667 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 119091 members 
Entering Unmasked Estep 
Score: -87419560.000000 Penalty: 29409.876953
Splitting cluster 27 changes total score from -87417584.000000 to -87419560.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 28 (134694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134694 members 
Entering Unmasked Estep 
Score: -7261084.000000 Penalty: 537.389587
	Iteration 0F: 2 clusters Score -7261084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -7171997.000000 Penalty: 1074.779175
	Iteration 0F: 3 clusters Score -7171997 nChanged 65875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -7213062.000000 Penalty: 1074.779175
	Iteration 1F: 3 clusters Score -7213062 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -7216395.000000 Penalty: 1074.779175
	Iteration 2F: 3 clusters Score -7216395 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -7222626.500000 Penalty: 1074.779175
	Iteration 3F: 3 clusters Score -7222626 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104171 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -7232517.500000 Penalty: 1074.779175
	Iteration 4F: 3 clusters Score -7232518 nChanged 12397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -7244490.000000 Penalty: 1074.779175
	Iteration 5F: 3 clusters Score -7244490 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126128 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -7253616.500000 Penalty: 1074.779175
	Iteration 6F: 3 clusters Score -7253616 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131279 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -7258010.000000 Penalty: 1074.779175
	Iteration 7Q: 3 clusters Score -7258010 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133439 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7259741.000000 Penalty: 1074.779175
	Iteration 8Q: 3 clusters Score -7259741 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134213 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7260349.500000 Penalty: 1074.779175
	Iteration 9Q: 3 clusters Score -7260350 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134452 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7260502.500000 Penalty: 1074.779175
	Iteration 10Q: 3 clusters Score -7260502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134539 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7260571.500000 Penalty: 1074.779175
	Iteration 11Q: 3 clusters Score -7260572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134569 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7260607.000000 Penalty: 1074.779175
	Iteration 12Q: 3 clusters Score -7260607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134583 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7260618.500000 Penalty: 1074.779175
	Iteration 13Q: 3 clusters Score -7260618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134586 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7260626.000000 Penalty: 1074.779175
	Iteration 14Q: 3 clusters Score -7260626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134588 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7260637.000000 Penalty: 1074.779175
	Iteration 15Q: 3 clusters Score -7260637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134589 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -7260639.500000 Penalty: 1074.779175
	Iteration 16Q: 3 clusters Score -7260640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134586 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -7260642.000000 Penalty: 1074.779175
	Iteration 17Q: 3 clusters Score -7260642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134587 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7260647.000000 Penalty: 1074.779175
	Iteration 18Q: 3 clusters Score -7260647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134587 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7260647.000000 Penalty: 1074.779175
	Iteration 19F: 3 clusters Score -7260647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (84854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Entering Unmasked Estep 
Score: -4606014.500000 Penalty: 516.365295
	Iteration 0F: 2 clusters Score -4606014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -4549223.000000 Penalty: 1032.730591
	Iteration 0F: 3 clusters Score -4549223 nChanged 41365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -4574459.500000 Penalty: 1032.730591
	Iteration 1F: 3 clusters Score -4574460 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -4575965.000000 Penalty: 1032.730591
	Iteration 2Q: 3 clusters Score -4575965 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -4578418.000000 Penalty: 1032.730591
	Iteration 3F: 3 clusters Score -4578418 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -4582366.500000 Penalty: 1032.730591
	Iteration 4F: 3 clusters Score -4582366 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4587702.500000 Penalty: 1032.730591
	Iteration 5F: 3 clusters Score -4587702 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65831 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -4592529.000000 Penalty: 1032.730591
	Iteration 6F: 3 clusters Score -4592529 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4595423.000000 Penalty: 1032.730591
	Iteration 7Q: 3 clusters Score -4595423 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4596969.500000 Penalty: 1032.730591
	Iteration 8Q: 3 clusters Score -4596970 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72257 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -4598110.500000 Penalty: 1032.730591
	Iteration 9Q: 3 clusters Score -4598110 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73920 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -4599135.500000 Penalty: 1032.730591
	Iteration 10Q: 3 clusters Score -4599136 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75421 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -4600093.500000 Penalty: 1032.730591
	Iteration 11Q: 3 clusters Score -4600094 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76796 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -4601010.500000 Penalty: 1032.730591
	Iteration 12Q: 3 clusters Score -4601010 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -4601764.500000 Penalty: 1032.730591
	Iteration 13Q: 3 clusters Score -4601764 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -4602465.500000 Penalty: 1032.730591
	Iteration 14Q: 3 clusters Score -4602466 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -4603044.000000 Penalty: 1032.730591
	Iteration 15Q: 3 clusters Score -4603044 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4603495.500000 Penalty: 1032.730591
	Iteration 16Q: 3 clusters Score -4603496 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4603858.000000 Penalty: 1032.730591
	Iteration 17Q: 3 clusters Score -4603858 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4604188.500000 Penalty: 1032.730591
	Iteration 18Q: 3 clusters Score -4604188 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82132 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4604486.000000 Penalty: 1032.730591
	Iteration 19Q: 3 clusters Score -4604486 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4604728.500000 Penalty: 1032.730591
	Iteration 20F: 3 clusters Score -4604728 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4604913.000000 Penalty: 1032.730591
	Iteration 21Q: 3 clusters Score -4604913 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4605022.000000 Penalty: 1032.730591
	Iteration 22Q: 3 clusters Score -4605022 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83332 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4605122.000000 Penalty: 1032.730591
	Iteration 23Q: 3 clusters Score -4605122 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4605191.500000 Penalty: 1032.730591
	Iteration 24Q: 3 clusters Score -4605192 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83660 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4605264.500000 Penalty: 1032.730591
	Iteration 25Q: 3 clusters Score -4605264 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83786 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4605308.500000 Penalty: 1032.730591
	Iteration 26Q: 3 clusters Score -4605308 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4605337.000000 Penalty: 1032.730591
	Iteration 27Q: 3 clusters Score -4605337 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4605371.000000 Penalty: 1032.730591
	Iteration 28Q: 3 clusters Score -4605371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4605385.500000 Penalty: 1032.730591
	Iteration 29Q: 3 clusters Score -4605386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4605401.500000 Penalty: 1032.730591
	Iteration 30Q: 3 clusters Score -4605402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4605432.500000 Penalty: 1032.730591
	Iteration 31Q: 3 clusters Score -4605432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4605456.000000 Penalty: 1032.730591
	Iteration 32Q: 3 clusters Score -4605456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4605458.000000 Penalty: 1032.730591
	Iteration 33Q: 3 clusters Score -4605458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4605469.000000 Penalty: 1032.730591
	Iteration 34Q: 3 clusters Score -4605469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4605477.500000 Penalty: 1032.730591
	Iteration 35Q: 3 clusters Score -4605478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84356 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4605489.500000 Penalty: 1032.730591
	Iteration 36Q: 3 clusters Score -4605490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4605511.500000 Penalty: 1032.730591
	Iteration 37Q: 3 clusters Score -4605512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4605522.000000 Penalty: 1032.730591
	Iteration 38Q: 3 clusters Score -4605522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4605531.500000 Penalty: 1032.730591
	Iteration 39Q: 3 clusters Score -4605532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4605533.000000 Penalty: 1032.730591
	Iteration 40F: 3 clusters Score -4605533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4605535.000000 Penalty: 1032.730591
	Iteration 41Q: 3 clusters Score -4605535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4605539.000000 Penalty: 1032.730591
	Iteration 42Q: 3 clusters Score -4605539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4605541.000000 Penalty: 1032.730591
	Iteration 43Q: 3 clusters Score -4605541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4605543.000000 Penalty: 1032.730591
	Iteration 44Q: 3 clusters Score -4605543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4605548.500000 Penalty: 1032.730591
	Iteration 45Q: 3 clusters Score -4605548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4605551.000000 Penalty: 1032.730591
	Iteration 46Q: 3 clusters Score -4605551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4605547.000000 Penalty: 1032.730591
	Iteration 47Q: 3 clusters Score -4605547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4605548.000000 Penalty: 1032.730591
	Iteration 48Q: 3 clusters Score -4605548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4605548.000000 Penalty: 1032.730591
	Iteration 49Q: 3 clusters Score -4605548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4605551.500000 Penalty: 1032.730591
	Iteration 50Q: 3 clusters Score -4605552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4605552.500000 Penalty: 1032.730591
	Iteration 51Q: 3 clusters Score -4605552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4605552.000000 Penalty: 1032.730591
	Iteration 52Q: 3 clusters Score -4605552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4605552.000000 Penalty: 1032.730591
	Iteration 53F: 3 clusters Score -4605552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -78084.703125 Penalty: 331.365631
	Iteration 0F: 2 clusters Score -78084.7 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 735 members 
Entering Unmasked Estep 
Score: -76962.320312 Penalty: 662.731262
	Iteration 0F: 3 clusters Score -76962.32 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -77250.031250 Penalty: 662.731262
	Iteration 1F: 3 clusters Score -77250.03 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -77322.945312 Penalty: 662.731262
	Iteration 2F: 3 clusters Score -77322.95 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -77395.882812 Penalty: 662.731262
	Iteration 3F: 3 clusters Score -77395.88 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -77456.078125 Penalty: 662.731262
	Iteration 4F: 3 clusters Score -77456.08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -77521.070312 Penalty: 662.731262
	Iteration 5Q: 3 clusters Score -77521.07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -77579.804688 Penalty: 662.731262
	Iteration 6F: 3 clusters Score -77579.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -77653.554688 Penalty: 662.731262
	Iteration 7F: 3 clusters Score -77653.55 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -77740.109375 Penalty: 662.731262
	Iteration 8F: 3 clusters Score -77740.11 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -77814.789062 Penalty: 662.731262
	Iteration 9F: 3 clusters Score -77814.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -77858.953125 Penalty: 662.731262
	Iteration 10Q: 3 clusters Score -77858.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -77895.609375 Penalty: 662.731262
	Iteration 11Q: 3 clusters Score -77895.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -77911.218750 Penalty: 662.731262
	Iteration 12Q: 3 clusters Score -77911.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -77917.390625 Penalty: 662.731262
	Iteration 13Q: 3 clusters Score -77917.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -77920.250000 Penalty: 662.731262
	Iteration 14Q: 3 clusters Score -77920.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -77924.640625 Penalty: 662.731262
	Iteration 15Q: 3 clusters Score -77924.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -77929.500000 Penalty: 662.731262
	Iteration 16Q: 3 clusters Score -77929.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77934.750000 Penalty: 662.731262
	Iteration 17Q: 3 clusters Score -77934.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -77940.546875 Penalty: 662.731262
	Iteration 18Q: 3 clusters Score -77940.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -77950.343750 Penalty: 662.731262
	Iteration 19Q: 3 clusters Score -77950.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77957.953125 Penalty: 662.731262
	Iteration 20F: 3 clusters Score -77957.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77960.859375 Penalty: 662.731262
	Iteration 21Q: 3 clusters Score -77960.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77961.078125 Penalty: 662.731262
	Iteration 22Q: 3 clusters Score -77961.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77961.078125 Penalty: 662.731262
	Iteration 23F: 3 clusters Score -77961.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Entering Unmasked Estep 
Score: -1698360.250000 Penalty: 473.798889
	Iteration 0F: 2 clusters Score -1698360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -1676022.875000 Penalty: 947.597778
	Iteration 0F: 3 clusters Score -1676023 nChanged 16096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1685466.000000 Penalty: 947.597778
	Iteration 1F: 3 clusters Score -1685466 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1685941.750000 Penalty: 947.597778
	Iteration 2Q: 3 clusters Score -1685942 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1686781.875000 Penalty: 947.597778
	Iteration 3Q: 3 clusters Score -1686782 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1688300.125000 Penalty: 947.597778
	Iteration 4F: 3 clusters Score -1688300 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1690504.375000 Penalty: 947.597778
	Iteration 5F: 3 clusters Score -1690504 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1692960.500000 Penalty: 947.597778
	Iteration 6F: 3 clusters Score -1692960 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1694969.125000 Penalty: 947.597778
	Iteration 7F: 3 clusters Score -1694969 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1696314.875000 Penalty: 947.597778
	Iteration 8Q: 3 clusters Score -1696315 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1697111.625000 Penalty: 947.597778
	Iteration 9Q: 3 clusters Score -1697112 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1697532.625000 Penalty: 947.597778
	Iteration 10Q: 3 clusters Score -1697533 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1697759.875000 Penalty: 947.597778
	Iteration 11Q: 3 clusters Score -1697760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1697846.500000 Penalty: 947.597778
	Iteration 12Q: 3 clusters Score -1697846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1697881.625000 Penalty: 947.597778
	Iteration 13Q: 3 clusters Score -1697882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1697898.625000 Penalty: 947.597778
	Iteration 14Q: 3 clusters Score -1697899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1697907.375000 Penalty: 947.597778
	Iteration 15Q: 3 clusters Score -1697907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -1697914.625000 Penalty: 947.597778
	Iteration 16Q: 3 clusters Score -1697915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1697918.250000 Penalty: 947.597778
	Iteration 17Q: 3 clusters Score -1697918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -1697923.500000 Penalty: 947.597778
	Iteration 18Q: 3 clusters Score -1697924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1697924.250000 Penalty: 947.597778
	Iteration 19Q: 3 clusters Score -1697924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1697927.875000 Penalty: 947.597778
	Iteration 20F: 3 clusters Score -1697928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1697929.625000 Penalty: 947.597778
	Iteration 21Q: 3 clusters Score -1697930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1697934.750000 Penalty: 947.597778
	Iteration 22Q: 3 clusters Score -1697935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1697940.000000 Penalty: 947.597778
	Iteration 23Q: 3 clusters Score -1697940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1697942.125000 Penalty: 947.597778
	Iteration 24Q: 3 clusters Score -1697942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1697946.000000 Penalty: 947.597778
	Iteration 25Q: 3 clusters Score -1697946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1697946.000000 Penalty: 947.597778
	Iteration 26F: 3 clusters Score -1697946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (33804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Entering Unmasked Estep 
Score: -1868448.250000 Penalty: 474.489197
	Iteration 0F: 2 clusters Score -1868448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1845791.250000 Penalty: 948.978394
	Iteration 0F: 3 clusters Score -1845791 nChanged 16307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1855620.625000 Penalty: 948.978394
	Iteration 1F: 3 clusters Score -1855621 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1856037.125000 Penalty: 948.978394
	Iteration 2Q: 3 clusters Score -1856037 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1856463.250000 Penalty: 948.978394
	Iteration 3Q: 3 clusters Score -1856463 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1856949.875000 Penalty: 948.978394
	Iteration 4Q: 3 clusters Score -1856950 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1857541.875000 Penalty: 948.978394
	Iteration 5Q: 3 clusters Score -1857542 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1858458.000000 Penalty: 948.978394
	Iteration 6Q: 3 clusters Score -1858458 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1859785.750000 Penalty: 948.978394
	Iteration 7F: 3 clusters Score -1859786 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1861340.625000 Penalty: 948.978394
	Iteration 8F: 3 clusters Score -1861341 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1862390.000000 Penalty: 948.978394
	Iteration 9Q: 3 clusters Score -1862390 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1862804.125000 Penalty: 948.978394
	Iteration 10Q: 3 clusters Score -1862804 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1863015.250000 Penalty: 948.978394
	Iteration 11Q: 3 clusters Score -1863015 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1863213.000000 Penalty: 948.978394
	Iteration 12Q: 3 clusters Score -1863213 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1863425.625000 Penalty: 948.978394
	Iteration 13Q: 3 clusters Score -1863426 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1863660.750000 Penalty: 948.978394
	Iteration 14Q: 3 clusters Score -1863661 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1863911.000000 Penalty: 948.978394
	Iteration 15Q: 3 clusters Score -1863911 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1864198.750000 Penalty: 948.978394
	Iteration 16Q: 3 clusters Score -1864199 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1864550.750000 Penalty: 948.978394
	Iteration 17Q: 3 clusters Score -1864551 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1864946.375000 Penalty: 948.978394
	Iteration 18Q: 3 clusters Score -1864946 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1865383.875000 Penalty: 948.978394
	Iteration 19Q: 3 clusters Score -1865384 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1865830.125000 Penalty: 948.978394
	Iteration 20F: 3 clusters Score -1865830 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1866265.875000 Penalty: 948.978394
	Iteration 21Q: 3 clusters Score -1866266 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1866658.750000 Penalty: 948.978394
	Iteration 22Q: 3 clusters Score -1866659 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1867018.500000 Penalty: 948.978394
	Iteration 23Q: 3 clusters Score -1867018 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1867323.500000 Penalty: 948.978394
	Iteration 24Q: 3 clusters Score -1867324 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1867538.750000 Penalty: 948.978394
	Iteration 25Q: 3 clusters Score -1867539 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1867672.125000 Penalty: 948.978394
	Iteration 26Q: 3 clusters Score -1867672 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1867769.375000 Penalty: 948.978394
	Iteration 27Q: 3 clusters Score -1867769 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1867827.625000 Penalty: 948.978394
	Iteration 28Q: 3 clusters Score -1867828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1867879.750000 Penalty: 948.978394
	Iteration 29Q: 3 clusters Score -1867880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1867908.500000 Penalty: 948.978394
	Iteration 30Q: 3 clusters Score -1867908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1867938.250000 Penalty: 948.978394
	Iteration 31Q: 3 clusters Score -1867938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1867955.375000 Penalty: 948.978394
	Iteration 32Q: 3 clusters Score -1867955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1867976.500000 Penalty: 948.978394
	Iteration 33Q: 3 clusters Score -1867976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1867999.000000 Penalty: 948.978394
	Iteration 34Q: 3 clusters Score -1867999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1868008.250000 Penalty: 948.978394
	Iteration 35Q: 3 clusters Score -1868008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1868010.375000 Penalty: 948.978394
	Iteration 36Q: 3 clusters Score -1868010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1868012.625000 Penalty: 948.978394
	Iteration 37Q: 3 clusters Score -1868013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1868015.750000 Penalty: 948.978394
	Iteration 38Q: 3 clusters Score -1868016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1868014.750000 Penalty: 948.978394
	Iteration 39Q: 3 clusters Score -1868015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1868017.875000 Penalty: 948.978394
	Iteration 40F: 3 clusters Score -1868018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -1868017.125000 Penalty: 948.978394
	Iteration 41Q: 3 clusters Score -1868017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -1868020.625000 Penalty: 948.978394
	Iteration 42Q: 3 clusters Score -1868021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -1868020.750000 Penalty: 948.978394
	Iteration 43Q: 3 clusters Score -1868021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1868022.625000 Penalty: 948.978394
	Iteration 44Q: 3 clusters Score -1868023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1868026.125000 Penalty: 948.978394
	Iteration 45Q: 3 clusters Score -1868026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1868027.125000 Penalty: 948.978394
	Iteration 46Q: 3 clusters Score -1868027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1868029.125000 Penalty: 948.978394
	Iteration 47Q: 3 clusters Score -1868029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1868029.125000 Penalty: 948.978394
	Iteration 48F: 3 clusters Score -1868029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -3508.742920 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -3508.743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3378.701416 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -3378.701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3430.035645 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -3430.036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -3444.419434 Penalty: 415.355682
	Iteration 2F: 3 clusters Score -3444.419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3450.506104 Penalty: 415.355682
	Iteration 3Q: 3 clusters Score -3450.506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -3458.867432 Penalty: 415.355682
	Iteration 4Q: 3 clusters Score -3458.867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3472.681396 Penalty: 415.355682
	Iteration 5Q: 3 clusters Score -3472.681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3477.288086 Penalty: 415.355682
	Iteration 6Q: 3 clusters Score -3477.288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3479.630127 Penalty: 415.355682
	Iteration 7Q: 3 clusters Score -3479.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -3479.630127 Penalty: 415.355682
	Iteration 8F: 3 clusters Score -3479.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -30543.541016 Penalty: 284.984619
	Iteration 0F: 2 clusters Score -30543.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30021.185547 Penalty: 569.969238
	Iteration 0F: 3 clusters Score -30021.19 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30133.185547 Penalty: 569.969238
	Iteration 1F: 3 clusters Score -30133.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -30161.677734 Penalty: 569.969238
	Iteration 2F: 3 clusters Score -30161.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30182.179688 Penalty: 569.969238
	Iteration 3F: 3 clusters Score -30182.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30191.880859 Penalty: 569.969238
	Iteration 4Q: 3 clusters Score -30191.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30198.197266 Penalty: 569.969238
	Iteration 5Q: 3 clusters Score -30198.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30202.710938 Penalty: 569.969238
	Iteration 6Q: 3 clusters Score -30202.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30206.199219 Penalty: 569.969238
	Iteration 7Q: 3 clusters Score -30206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30209.978516 Penalty: 569.969238
	Iteration 8Q: 3 clusters Score -30209.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30212.164062 Penalty: 569.969238
	Iteration 9Q: 3 clusters Score -30212.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30212.371094 Penalty: 569.969238
	Iteration 10Q: 3 clusters Score -30212.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30212.371094 Penalty: 569.969238
	Iteration 11F: 3 clusters Score -30212.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (163104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163104 members 
Entering Unmasked Estep 
Score: -8657330.000000 Penalty: 546.097473
	Iteration 0F: 2 clusters Score -8657330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 81616 members 
Entering Unmasked Estep 
Score: -8562867.000000 Penalty: 1092.194946
	Iteration 0F: 3 clusters Score -8562867 nChanged 80170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 79666 members 
Entering Unmasked Estep 
Score: -8612962.000000 Penalty: 1092.194946
	Iteration 1F: 3 clusters Score -8612962 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -8615747.000000 Penalty: 1092.194946
	Iteration 2Q: 3 clusters Score -8615747 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 73362 members 
Entering Unmasked Estep 
Score: -8619306.000000 Penalty: 1092.194946
	Iteration 3F: 3 clusters Score -8619306 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94025 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -8624883.000000 Penalty: 1092.194946
	Iteration 4F: 3 clusters Score -8624883 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98718 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -8632376.000000 Penalty: 1092.194946
	Iteration 5F: 3 clusters Score -8632376 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -8638928.000000 Penalty: 1092.194946
	Iteration 6F: 3 clusters Score -8638928 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106398 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -8641784.000000 Penalty: 1092.194946
	Iteration 7Q: 3 clusters Score -8641784 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109257 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -8642338.000000 Penalty: 1092.194946
	Iteration 8Q: 3 clusters Score -8642338 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111704 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -8642373.000000 Penalty: 1092.194946
	Iteration 9Q: 3 clusters Score -8642373 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113644 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -8642252.000000 Penalty: 1092.194946
	Iteration 10Q: 3 clusters Score -8642252 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115039 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -8641904.000000 Penalty: 1092.194946
	Iteration 11Q: 3 clusters Score -8641904 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115693 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -8641611.000000 Penalty: 1092.194946
	Iteration 12Q: 3 clusters Score -8641611 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115810 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -8641337.000000 Penalty: 1092.194946
	Iteration 13Q: 3 clusters Score -8641337 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115378 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -8641138.000000 Penalty: 1092.194946
	Iteration 14Q: 3 clusters Score -8641138 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114521 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -8640947.000000 Penalty: 1092.194946
	Iteration 15Q: 3 clusters Score -8640947 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113324 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -8640763.000000 Penalty: 1092.194946
	Iteration 16Q: 3 clusters Score -8640763 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111756 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -8640634.000000 Penalty: 1092.194946
	Iteration 17Q: 3 clusters Score -8640634 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109774 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -8640579.000000 Penalty: 1092.194946
	Iteration 18Q: 3 clusters Score -8640579 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107397 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -8640828.000000 Penalty: 1092.194946
	Iteration 19Q: 3 clusters Score -8640828 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -8641076.000000 Penalty: 1092.194946
	Iteration 20F: 3 clusters Score -8641076 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101356 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -8641613.000000 Penalty: 1092.194946
	Iteration 21Q: 3 clusters Score -8641613 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97877 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -8642312.000000 Penalty: 1092.194946
	Iteration 22Q: 3 clusters Score -8642312 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -8643141.000000 Penalty: 1092.194946
	Iteration 23Q: 3 clusters Score -8643141 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90874 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -8643876.000000 Penalty: 1092.194946
	Iteration 24Q: 3 clusters Score -8643876 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -8644642.000000 Penalty: 1092.194946
	Iteration 25Q: 3 clusters Score -8644642 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -8645317.000000 Penalty: 1092.194946
	Iteration 26Q: 3 clusters Score -8645317 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 82890 members 
Entering Unmasked Estep 
Score: -8645465.000000 Penalty: 1092.194946
	Iteration 27Q: 3 clusters Score -8645465 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 86081 members 
Entering Unmasked Estep 
Score: -8645312.000000 Penalty: 1092.194946
	Iteration 28Q: 3 clusters Score -8645312 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -8645130.000000 Penalty: 1092.194946
	Iteration 29Q: 3 clusters Score -8645130 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72371 members 
Mstep: Class 2 contains 90733 members 
Entering Unmasked Estep 
Score: -8645257.000000 Penalty: 1092.194946
	Iteration 30Q: 3 clusters Score -8645257 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 92557 members 
Entering Unmasked Estep 
Score: -8645372.000000 Penalty: 1092.194946
	Iteration 31Q: 3 clusters Score -8645372 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68839 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -8645566.000000 Penalty: 1092.194946
	Iteration 32Q: 3 clusters Score -8645566 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -8645783.000000 Penalty: 1092.194946
	Iteration 33Q: 3 clusters Score -8645783 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 97317 members 
Entering Unmasked Estep 
Score: -8646194.000000 Penalty: 1092.194946
	Iteration 34Q: 3 clusters Score -8646194 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -8646511.000000 Penalty: 1092.194946
	Iteration 35Q: 3 clusters Score -8646511 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 99531 members 
Entering Unmasked Estep 
Score: -8646763.000000 Penalty: 1092.194946
	Iteration 36Q: 3 clusters Score -8646763 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 100171 members 
Entering Unmasked Estep 
Score: -8647009.000000 Penalty: 1092.194946
	Iteration 37Q: 3 clusters Score -8647009 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -8647030.000000 Penalty: 1092.194946
	Iteration 38Q: 3 clusters Score -8647030 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 100565 members 
Entering Unmasked Estep 
Score: -8647152.000000 Penalty: 1092.194946
	Iteration 39Q: 3 clusters Score -8647152 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62784 members 
Mstep: Class 2 contains 100320 members 
Entering Unmasked Estep 
Score: -8647685.000000 Penalty: 1092.194946
	Iteration 40F: 3 clusters Score -8647685 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -8648008.000000 Penalty: 1092.194946
	Iteration 41Q: 3 clusters Score -8648008 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 100399 members 
Entering Unmasked Estep 
Score: -8648094.000000 Penalty: 1092.194946
	Iteration 42Q: 3 clusters Score -8648094 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 100224 members 
Entering Unmasked Estep 
Score: -8648270.000000 Penalty: 1092.194946
	Iteration 43Q: 3 clusters Score -8648270 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 99968 members 
Entering Unmasked Estep 
Score: -8648361.000000 Penalty: 1092.194946
	Iteration 44Q: 3 clusters Score -8648361 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 99601 members 
Entering Unmasked Estep 
Score: -8648281.000000 Penalty: 1092.194946
	Iteration 45Q: 3 clusters Score -8648281 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 99121 members 
Entering Unmasked Estep 
Score: -8648196.000000 Penalty: 1092.194946
	Iteration 46Q: 3 clusters Score -8648196 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 98505 members 
Entering Unmasked Estep 
Score: -8648155.000000 Penalty: 1092.194946
	Iteration 47Q: 3 clusters Score -8648155 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 97797 members 
Entering Unmasked Estep 
Score: -8648050.000000 Penalty: 1092.194946
	Iteration 48Q: 3 clusters Score -8648050 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -8647948.000000 Penalty: 1092.194946
	Iteration 49Q: 3 clusters Score -8647948 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 96198 members 
Entering Unmasked Estep 
Score: -8647835.000000 Penalty: 1092.194946
	Iteration 50Q: 3 clusters Score -8647835 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 95228 members 
Entering Unmasked Estep 
Score: -8647842.000000 Penalty: 1092.194946
	Iteration 51Q: 3 clusters Score -8647842 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 94183 members 
Entering Unmasked Estep 
Score: -8647849.000000 Penalty: 1092.194946
	Iteration 52Q: 3 clusters Score -8647849 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -8647774.000000 Penalty: 1092.194946
	Iteration 53Q: 3 clusters Score -8647774 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71071 members 
Mstep: Class 2 contains 92033 members 
Entering Unmasked Estep 
Score: -8647618.000000 Penalty: 1092.194946
	Iteration 54Q: 3 clusters Score -8647618 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72160 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -8647615.000000 Penalty: 1092.194946
	Iteration 55Q: 3 clusters Score -8647615 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 89970 members 
Entering Unmasked Estep 
Score: -8647543.000000 Penalty: 1092.194946
	Iteration 56Q: 3 clusters Score -8647543 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -8647481.000000 Penalty: 1092.194946
	Iteration 57Q: 3 clusters Score -8647481 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -8647483.000000 Penalty: 1092.194946
	Iteration 58Q: 3 clusters Score -8647483 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
Score: -8647455.000000 Penalty: 1092.194946
	Iteration 59Q: 3 clusters Score -8647455 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78362 members 
Mstep: Class 2 contains 84742 members 
Entering Unmasked Estep 
Score: -8647501.000000 Penalty: 1092.194946
	Iteration 60F: 3 clusters Score -8647501 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -8647488.000000 Penalty: 1092.194946
	Iteration 61Q: 3 clusters Score -8647488 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 81528 members 
Entering Unmasked Estep 
Score: -8647543.000000 Penalty: 1092.194946
	Iteration 62Q: 3 clusters Score -8647543 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
Score: -8647625.000000 Penalty: 1092.194946
	Iteration 63Q: 3 clusters Score -8647625 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -8647606.000000 Penalty: 1092.194946
	Iteration 64Q: 3 clusters Score -8647606 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86002 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -8647519.000000 Penalty: 1092.194946
	Iteration 65Q: 3 clusters Score -8647519 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 76161 members 
Entering Unmasked Estep 
Score: -8647507.000000 Penalty: 1092.194946
	Iteration 66Q: 3 clusters Score -8647507 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -8647487.000000 Penalty: 1092.194946
	Iteration 67Q: 3 clusters Score -8647487 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -8647509.000000 Penalty: 1092.194946
	Iteration 68Q: 3 clusters Score -8647509 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -8647550.000000 Penalty: 1092.194946
	Iteration 69Q: 3 clusters Score -8647550 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -8647630.000000 Penalty: 1092.194946
	Iteration 70Q: 3 clusters Score -8647630 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86639 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -8647661.000000 Penalty: 1092.194946
	Iteration 71Q: 3 clusters Score -8647661 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 77086 members 
Entering Unmasked Estep 
Score: -8647775.000000 Penalty: 1092.194946
	Iteration 72Q: 3 clusters Score -8647775 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -8647860.000000 Penalty: 1092.194946
	Iteration 73Q: 3 clusters Score -8647860 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -8647969.000000 Penalty: 1092.194946
	Iteration 74Q: 3 clusters Score -8647969 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -8648030.000000 Penalty: 1092.194946
	Iteration 75Q: 3 clusters Score -8648030 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -8648090.000000 Penalty: 1092.194946
	Iteration 76Q: 3 clusters Score -8648090 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -8648188.000000 Penalty: 1092.194946
	Iteration 77Q: 3 clusters Score -8648188 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -8648215.000000 Penalty: 1092.194946
	Iteration 78Q: 3 clusters Score -8648215 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
Score: -8648255.000000 Penalty: 1092.194946
	Iteration 79Q: 3 clusters Score -8648255 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81993 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -8648264.000000 Penalty: 1092.194946
	Iteration 80F: 3 clusters Score -8648264 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -8648282.000000 Penalty: 1092.194946
	Iteration 81Q: 3 clusters Score -8648282 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -8648287.000000 Penalty: 1092.194946
	Iteration 82Q: 3 clusters Score -8648287 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Mstep: Class 2 contains 81666 members 
Entering Unmasked Estep 
Score: -8648295.000000 Penalty: 1092.194946
	Iteration 83Q: 3 clusters Score -8648295 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
Score: -8648312.000000 Penalty: 1092.194946
	Iteration 84Q: 3 clusters Score -8648312 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81203 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -8648340.000000 Penalty: 1092.194946
	Iteration 85Q: 3 clusters Score -8648340 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -8648340.000000 Penalty: 1092.194946
	Iteration 86Q: 3 clusters Score -8648340 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 82048 members 
Entering Unmasked Estep 
Score: -8648350.000000 Penalty: 1092.194946
	Iteration 87Q: 3 clusters Score -8648350 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80982 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -8648367.000000 Penalty: 1092.194946
	Iteration 88Q: 3 clusters Score -8648367 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 82164 members 
Entering Unmasked Estep 
Score: -8648354.000000 Penalty: 1092.194946
	Iteration 89Q: 3 clusters Score -8648354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -8648343.000000 Penalty: 1092.194946
	Iteration 90Q: 3 clusters Score -8648343 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80943 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -8648317.000000 Penalty: 1092.194946
	Iteration 91Q: 3 clusters Score -8648317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80974 members 
Mstep: Class 2 contains 82130 members 
Entering Unmasked Estep 
Score: -8648316.000000 Penalty: 1092.194946
	Iteration 92Q: 3 clusters Score -8648316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81001 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -8648323.000000 Penalty: 1092.194946
	Iteration 93Q: 3 clusters Score -8648323 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -8648315.000000 Penalty: 1092.194946
	Iteration 94Q: 3 clusters Score -8648315 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -8648319.000000 Penalty: 1092.194946
	Iteration 95Q: 3 clusters Score -8648319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -8648327.000000 Penalty: 1092.194946
	Iteration 96Q: 3 clusters Score -8648327 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -8648314.000000 Penalty: 1092.194946
	Iteration 97Q: 3 clusters Score -8648314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -8648317.000000 Penalty: 1092.194946
	Iteration 98Q: 3 clusters Score -8648317 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81188 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -8648335.000000 Penalty: 1092.194946
	Iteration 99Q: 3 clusters Score -8648335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81227 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -8648336.000000 Penalty: 1092.194946
	Iteration 100F: 3 clusters Score -8648336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -8648336.000000 Penalty: 1092.194946
	Iteration 101Q: 3 clusters Score -8648336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -8648342.000000 Penalty: 1092.194946
	Iteration 102Q: 3 clusters Score -8648342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 81827 members 
Entering Unmasked Estep 
Score: -8648342.000000 Penalty: 1092.194946
	Iteration 103Q: 3 clusters Score -8648342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -8648333.000000 Penalty: 1092.194946
	Iteration 104Q: 3 clusters Score -8648333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 81815 members 
Entering Unmasked Estep 
Score: -8648351.000000 Penalty: 1092.194946
	Iteration 105Q: 3 clusters Score -8648351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -8648348.000000 Penalty: 1092.194946
	Iteration 106Q: 3 clusters Score -8648348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -8648348.000000 Penalty: 1092.194946
	Iteration 107Q: 3 clusters Score -8648348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -8648351.000000 Penalty: 1092.194946
	Iteration 108Q: 3 clusters Score -8648351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -8648348.000000 Penalty: 1092.194946
	Iteration 109Q: 3 clusters Score -8648348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 81797 members 
Entering Unmasked Estep 
Score: -8648350.000000 Penalty: 1092.194946
	Iteration 110Q: 3 clusters Score -8648350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -8648344.000000 Penalty: 1092.194946
	Iteration 111Q: 3 clusters Score -8648344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 81791 members 
Entering Unmasked Estep 
Score: -8648345.000000 Penalty: 1092.194946
	Iteration 112Q: 3 clusters Score -8648345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 81792 members 
Entering Unmasked Estep 
Score: -8648345.000000 Penalty: 1092.194946
	Iteration 113Q: 3 clusters Score -8648345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -8648337.000000 Penalty: 1092.194946
	Iteration 114Q: 3 clusters Score -8648337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81311 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -8648337.000000 Penalty: 1092.194946
	Iteration 115F: 3 clusters Score -8648337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Entering Unmasked Estep 
Score: -4440281.500000 Penalty: 514.065674
	Iteration 0F: 2 clusters Score -4440282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -4386125.500000 Penalty: 1028.131348
	Iteration 0F: 3 clusters Score -4386126 nChanged 39409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -4410651.500000 Penalty: 1028.131348
	Iteration 1F: 3 clusters Score -4410652 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -4411809.000000 Penalty: 1028.131348
	Iteration 2Q: 3 clusters Score -4411809 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -4413488.500000 Penalty: 1028.131348
	Iteration 3Q: 3 clusters Score -4413488 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -4416095.000000 Penalty: 1028.131348
	Iteration 4F: 3 clusters Score -4416095 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -4420090.500000 Penalty: 1028.131348
	Iteration 5F: 3 clusters Score -4420090 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 66383 members 
Entering Unmasked Estep 
Score: -4425561.000000 Penalty: 1028.131348
	Iteration 6F: 3 clusters Score -4425561 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -4431607.500000 Penalty: 1028.131348
	Iteration 7F: 3 clusters Score -4431608 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -4435996.000000 Penalty: 1028.131348
	Iteration 8F: 3 clusters Score -4435996 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -4438245.500000 Penalty: 1028.131348
	Iteration 9Q: 3 clusters Score -4438246 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -4439185.500000 Penalty: 1028.131348
	Iteration 10Q: 3 clusters Score -4439186 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -4439531.500000 Penalty: 1028.131348
	Iteration 11Q: 3 clusters Score -4439532 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -4439691.000000 Penalty: 1028.131348
	Iteration 12Q: 3 clusters Score -4439691 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -4439781.000000 Penalty: 1028.131348
	Iteration 13Q: 3 clusters Score -4439781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 80518 members 
Entering Unmasked Estep 
Score: -4439809.500000 Penalty: 1028.131348
	Iteration 14Q: 3 clusters Score -4439810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 80536 members 
Entering Unmasked Estep 
Score: -4439831.000000 Penalty: 1028.131348
	Iteration 15Q: 3 clusters Score -4439831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80546 members 
Entering Unmasked Estep 
Score: -4439844.500000 Penalty: 1028.131348
	Iteration 16Q: 3 clusters Score -4439844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -4439848.500000 Penalty: 1028.131348
	Iteration 17Q: 3 clusters Score -4439848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -4439860.000000 Penalty: 1028.131348
	Iteration 18Q: 3 clusters Score -4439860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -4439862.500000 Penalty: 1028.131348
	Iteration 19Q: 3 clusters Score -4439862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -4439864.500000 Penalty: 1028.131348
	Iteration 20F: 3 clusters Score -4439864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -4439860.500000 Penalty: 1028.131348
	Iteration 21Q: 3 clusters Score -4439860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -4439861.000000 Penalty: 1028.131348
	Iteration 22Q: 3 clusters Score -4439861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -4439861.000000 Penalty: 1028.131348
	Iteration 23Q: 3 clusters Score -4439861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -4439861.000000 Penalty: 1028.131348
	Iteration 24F: 3 clusters Score -4439861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Entering Unmasked Estep 
Score: -734757.500000 Penalty: 435.945221
	Iteration 0F: 2 clusters Score -734757.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -725019.312500 Penalty: 871.890442
	Iteration 0F: 3 clusters Score -725019.3 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -728847.000000 Penalty: 871.890442
	Iteration 1F: 3 clusters Score -728847 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -729088.187500 Penalty: 871.890442
	Iteration 2Q: 3 clusters Score -729088.2 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -729412.062500 Penalty: 871.890442
	Iteration 3F: 3 clusters Score -729412.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -729893.250000 Penalty: 871.890442
	Iteration 4F: 3 clusters Score -729893.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -730558.125000 Penalty: 871.890442
	Iteration 5F: 3 clusters Score -730558.1 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -731475.000000 Penalty: 871.890442
	Iteration 6F: 3 clusters Score -731475 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -732540.937500 Penalty: 871.890442
	Iteration 7F: 3 clusters Score -732540.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -733449.687500 Penalty: 871.890442
	Iteration 8Q: 3 clusters Score -733449.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -733899.437500 Penalty: 871.890442
	Iteration 9Q: 3 clusters Score -733899.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -734096.562500 Penalty: 871.890442
	Iteration 10Q: 3 clusters Score -734096.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -734223.937500 Penalty: 871.890442
	Iteration 11Q: 3 clusters Score -734223.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -734317.750000 Penalty: 871.890442
	Iteration 12Q: 3 clusters Score -734317.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -734393.125000 Penalty: 871.890442
	Iteration 13Q: 3 clusters Score -734393.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -734428.687500 Penalty: 871.890442
	Iteration 14Q: 3 clusters Score -734428.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -734445.375000 Penalty: 871.890442
	Iteration 15Q: 3 clusters Score -734445.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -734457.062500 Penalty: 871.890442
	Iteration 16Q: 3 clusters Score -734457.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -734462.625000 Penalty: 871.890442
	Iteration 17Q: 3 clusters Score -734462.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -734468.437500 Penalty: 871.890442
	Iteration 18Q: 3 clusters Score -734468.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -734469.812500 Penalty: 871.890442
	Iteration 19Q: 3 clusters Score -734469.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -734471.062500 Penalty: 871.890442
	Iteration 20F: 3 clusters Score -734471.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -734474.750000 Penalty: 871.890442
	Iteration 21Q: 3 clusters Score -734474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -734474.937500 Penalty: 871.890442
	Iteration 22Q: 3 clusters Score -734474.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -734474.937500 Penalty: 871.890442
	Iteration 23Q: 3 clusters Score -734474.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -734475.687500 Penalty: 871.890442
	Iteration 24Q: 3 clusters Score -734475.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -734477.687500 Penalty: 871.890442
	Iteration 25Q: 3 clusters Score -734477.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -734476.875000 Penalty: 871.890442
	Iteration 26Q: 3 clusters Score -734476.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -734475.875000 Penalty: 871.890442
	Iteration 27Q: 3 clusters Score -734475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -734477.312500 Penalty: 871.890442
	Iteration 28Q: 3 clusters Score -734477.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -734477.312500 Penalty: 871.890442
	Iteration 29F: 3 clusters Score -734477.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Entering Unmasked Estep 
Score: -265912.625000 Penalty: 389.246796
	Iteration 0F: 2 clusters Score -265912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -262442.125000 Penalty: 778.493591
	Iteration 0F: 3 clusters Score -262442.1 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -263929.468750 Penalty: 778.493591
	Iteration 1F: 3 clusters Score -263929.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -264151.375000 Penalty: 778.493591
	Iteration 2F: 3 clusters Score -264151.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -264362.625000 Penalty: 778.493591
	Iteration 3F: 3 clusters Score -264362.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -264600.843750 Penalty: 778.493591
	Iteration 4F: 3 clusters Score -264600.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -264845.968750 Penalty: 778.493591
	Iteration 5F: 3 clusters Score -264846 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -265030.593750 Penalty: 778.493591
	Iteration 6F: 3 clusters Score -265030.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -265150.406250 Penalty: 778.493591
	Iteration 7Q: 3 clusters Score -265150.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -265235.781250 Penalty: 778.493591
	Iteration 8Q: 3 clusters Score -265235.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -265299.343750 Penalty: 778.493591
	Iteration 9Q: 3 clusters Score -265299.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -265360.187500 Penalty: 778.493591
	Iteration 10Q: 3 clusters Score -265360.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -265403.812500 Penalty: 778.493591
	Iteration 11Q: 3 clusters Score -265403.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -265438.406250 Penalty: 778.493591
	Iteration 12Q: 3 clusters Score -265438.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -265472.125000 Penalty: 778.493591
	Iteration 13Q: 3 clusters Score -265472.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -265505.750000 Penalty: 778.493591
	Iteration 14Q: 3 clusters Score -265505.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -265538.500000 Penalty: 778.493591
	Iteration 15Q: 3 clusters Score -265538.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -265572.937500 Penalty: 778.493591
	Iteration 16Q: 3 clusters Score -265572.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -265602.000000 Penalty: 778.493591
	Iteration 17Q: 3 clusters Score -265602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -265618.187500 Penalty: 778.493591
	Iteration 18Q: 3 clusters Score -265618.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -265627.625000 Penalty: 778.493591
	Iteration 19Q: 3 clusters Score -265627.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -265636.156250 Penalty: 778.493591
	Iteration 20F: 3 clusters Score -265636.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -265646.406250 Penalty: 778.493591
	Iteration 21Q: 3 clusters Score -265646.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -265653.875000 Penalty: 778.493591
	Iteration 22Q: 3 clusters Score -265653.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -265658.250000 Penalty: 778.493591
	Iteration 23Q: 3 clusters Score -265658.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -265664.031250 Penalty: 778.493591
	Iteration 24Q: 3 clusters Score -265664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -265668.406250 Penalty: 778.493591
	Iteration 25Q: 3 clusters Score -265668.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -265674.531250 Penalty: 778.493591
	Iteration 26Q: 3 clusters Score -265674.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -265680.187500 Penalty: 778.493591
	Iteration 27Q: 3 clusters Score -265680.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -265685.625000 Penalty: 778.493591
	Iteration 28Q: 3 clusters Score -265685.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -265691.187500 Penalty: 778.493591
	Iteration 29Q: 3 clusters Score -265691.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -265693.812500 Penalty: 778.493591
	Iteration 30Q: 3 clusters Score -265693.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -265697.750000 Penalty: 778.493591
	Iteration 31Q: 3 clusters Score -265697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -265700.343750 Penalty: 778.493591
	Iteration 32Q: 3 clusters Score -265700.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -265702.406250 Penalty: 778.493591
	Iteration 33Q: 3 clusters Score -265702.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -265705.218750 Penalty: 778.493591
	Iteration 34Q: 3 clusters Score -265705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -265706.281250 Penalty: 778.493591
	Iteration 35Q: 3 clusters Score -265706.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -265708.593750 Penalty: 778.493591
	Iteration 36Q: 3 clusters Score -265708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -265711.843750 Penalty: 778.493591
	Iteration 37Q: 3 clusters Score -265711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -265713.093750 Penalty: 778.493591
	Iteration 38Q: 3 clusters Score -265713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -265714.218750 Penalty: 778.493591
	Iteration 39Q: 3 clusters Score -265714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -265714.718750 Penalty: 778.493591
	Iteration 40F: 3 clusters Score -265714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -265716.593750 Penalty: 778.493591
	Iteration 41Q: 3 clusters Score -265716.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -265718.812500 Penalty: 778.493591
	Iteration 42Q: 3 clusters Score -265718.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -265721.687500 Penalty: 778.493591
	Iteration 43Q: 3 clusters Score -265721.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -265723.437500 Penalty: 778.493591
	Iteration 44Q: 3 clusters Score -265723.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -265725.593750 Penalty: 778.493591
	Iteration 45Q: 3 clusters Score -265725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -265727.031250 Penalty: 778.493591
	Iteration 46Q: 3 clusters Score -265727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -265727.437500 Penalty: 778.493591
	Iteration 47Q: 3 clusters Score -265727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -265728.437500 Penalty: 778.493591
	Iteration 48Q: 3 clusters Score -265728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -265728.343750 Penalty: 778.493591
	Iteration 49Q: 3 clusters Score -265728.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -265729.468750 Penalty: 778.493591
	Iteration 50Q: 3 clusters Score -265729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -265729.468750 Penalty: 778.493591
	Iteration 51Q: 3 clusters Score -265729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -265729.812500 Penalty: 778.493591
	Iteration 52Q: 3 clusters Score -265729.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -265729.968750 Penalty: 778.493591
	Iteration 53Q: 3 clusters Score -265730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -265730.218750 Penalty: 778.493591
	Iteration 54Q: 3 clusters Score -265730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -265730.812500 Penalty: 778.493591
	Iteration 55Q: 3 clusters Score -265730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -265730.812500 Penalty: 778.493591
	Iteration 56F: 3 clusters Score -265730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (101385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101385 members 
Entering Unmasked Estep 
Score: -5315933.000000 Penalty: 524.463928
	Iteration 0F: 2 clusters Score -5315933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -5248629.500000 Penalty: 1048.927856
	Iteration 0F: 3 clusters Score -5248630 nChanged 49566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -5278890.000000 Penalty: 1048.927856
	Iteration 1F: 3 clusters Score -5278890 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -5280669.000000 Penalty: 1048.927856
	Iteration 2Q: 3 clusters Score -5280669 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -5284119.500000 Penalty: 1048.927856
	Iteration 3F: 3 clusters Score -5284120 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -5290586.000000 Penalty: 1048.927856
	Iteration 4F: 3 clusters Score -5290586 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -5300121.500000 Penalty: 1048.927856
	Iteration 5F: 3 clusters Score -5300122 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 94926 members 
Entering Unmasked Estep 
Score: -5309206.500000 Penalty: 1048.927856
	Iteration 6F: 3 clusters Score -5309206 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 99635 members 
Entering Unmasked Estep 
Score: -5313934.500000 Penalty: 1048.927856
	Iteration 7Q: 3 clusters Score -5313934 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -5315104.500000 Penalty: 1048.927856
	Iteration 8Q: 3 clusters Score -5315104 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -5315359.000000 Penalty: 1048.927856
	Iteration 9Q: 3 clusters Score -5315359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -5315423.500000 Penalty: 1048.927856
	Iteration 10Q: 3 clusters Score -5315424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -5315445.000000 Penalty: 1048.927856
	Iteration 11Q: 3 clusters Score -5315445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 101346 members 
Entering Unmasked Estep 
Score: -5315451.000000 Penalty: 1048.927856
	Iteration 12Q: 3 clusters Score -5315451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 101347 members 
Entering Unmasked Estep 
Score: -5315458.500000 Penalty: 1048.927856
	Iteration 13Q: 3 clusters Score -5315458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -5315459.500000 Penalty: 1048.927856
	Iteration 14Q: 3 clusters Score -5315460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -5315459.000000 Penalty: 1048.927856
	Iteration 15Q: 3 clusters Score -5315459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -5315461.500000 Penalty: 1048.927856
	Iteration 16Q: 3 clusters Score -5315462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -5315462.500000 Penalty: 1048.927856
	Iteration 17Q: 3 clusters Score -5315462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -5315462.500000 Penalty: 1048.927856
	Iteration 18F: 3 clusters Score -5315462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Entering Unmasked Estep 
Score: -429878.093750 Penalty: 408.442932
	Iteration 0F: 2 clusters Score -429878.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -424521.093750 Penalty: 816.885864
	Iteration 0F: 3 clusters Score -424521.1 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -426594.062500 Penalty: 816.885864
	Iteration 1F: 3 clusters Score -426594.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -426825.156250 Penalty: 816.885864
	Iteration 2F: 3 clusters Score -426825.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -427141.500000 Penalty: 816.885864
	Iteration 3F: 3 clusters Score -427141.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -427596.812500 Penalty: 816.885864
	Iteration 4F: 3 clusters Score -427596.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -428173.781250 Penalty: 816.885864
	Iteration 5F: 3 clusters Score -428173.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -428677.968750 Penalty: 816.885864
	Iteration 6F: 3 clusters Score -428678 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -428979.187500 Penalty: 816.885864
	Iteration 7F: 3 clusters Score -428979.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -429184.093750 Penalty: 816.885864
	Iteration 8Q: 3 clusters Score -429184.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -429377.437500 Penalty: 816.885864
	Iteration 9Q: 3 clusters Score -429377.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -429543.625000 Penalty: 816.885864
	Iteration 10Q: 3 clusters Score -429543.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -429666.687500 Penalty: 816.885864
	Iteration 11Q: 3 clusters Score -429666.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -429726.875000 Penalty: 816.885864
	Iteration 12Q: 3 clusters Score -429726.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -429751.218750 Penalty: 816.885864
	Iteration 13Q: 3 clusters Score -429751.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -429766.687500 Penalty: 816.885864
	Iteration 14Q: 3 clusters Score -429766.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -429778.218750 Penalty: 816.885864
	Iteration 15Q: 3 clusters Score -429778.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -429783.781250 Penalty: 816.885864
	Iteration 16Q: 3 clusters Score -429783.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -429785.625000 Penalty: 816.885864
	Iteration 17Q: 3 clusters Score -429785.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -429788.218750 Penalty: 816.885864
	Iteration 18Q: 3 clusters Score -429788.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -429789.125000 Penalty: 816.885864
	Iteration 19Q: 3 clusters Score -429789.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -429789.312500 Penalty: 816.885864
	Iteration 20F: 3 clusters Score -429789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -429789.156250 Penalty: 816.885864
	Iteration 21Q: 3 clusters Score -429789.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -429792.062500 Penalty: 816.885864
	Iteration 22Q: 3 clusters Score -429792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -429792.062500 Penalty: 816.885864
	Iteration 23F: 3 clusters Score -429792.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (20088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Entering Unmasked Estep 
Score: -1099202.125000 Penalty: 450.808441
	Iteration 0F: 2 clusters Score -1099202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1085866.375000 Penalty: 901.616882
	Iteration 0F: 3 clusters Score -1085866 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1092048.750000 Penalty: 901.616882
	Iteration 1F: 3 clusters Score -1092049 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1092796.500000 Penalty: 901.616882
	Iteration 2F: 3 clusters Score -1092796 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1093854.375000 Penalty: 901.616882
	Iteration 3F: 3 clusters Score -1093854 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -1095330.375000 Penalty: 901.616882
	Iteration 4F: 3 clusters Score -1095330 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1096875.000000 Penalty: 901.616882
	Iteration 5F: 3 clusters Score -1096875 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -1097977.500000 Penalty: 901.616882
	Iteration 6F: 3 clusters Score -1097978 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1098491.125000 Penalty: 901.616882
	Iteration 7Q: 3 clusters Score -1098491 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -1098705.625000 Penalty: 901.616882
	Iteration 8Q: 3 clusters Score -1098706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1098766.875000 Penalty: 901.616882
	Iteration 9Q: 3 clusters Score -1098767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -1098789.375000 Penalty: 901.616882
	Iteration 10Q: 3 clusters Score -1098789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -1098802.500000 Penalty: 901.616882
	Iteration 11Q: 3 clusters Score -1098802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -1098809.250000 Penalty: 901.616882
	Iteration 12Q: 3 clusters Score -1098809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -1098813.625000 Penalty: 901.616882
	Iteration 13Q: 3 clusters Score -1098814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -1098817.500000 Penalty: 901.616882
	Iteration 14Q: 3 clusters Score -1098818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -1098821.375000 Penalty: 901.616882
	Iteration 15Q: 3 clusters Score -1098821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1098821.375000 Penalty: 901.616882
	Iteration 16Q: 3 clusters Score -1098821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -1098821.375000 Penalty: 901.616882
	Iteration 17F: 3 clusters Score -1098821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (79981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Entering Unmasked Estep 
Score: -4391458.500000 Penalty: 513.674255
	Iteration 0F: 2 clusters Score -4391458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -4337731.500000 Penalty: 1027.348511
	Iteration 0F: 3 clusters Score -4337732 nChanged 38986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -4362795.500000 Penalty: 1027.348511
	Iteration 1F: 3 clusters Score -4362796 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -4364858.000000 Penalty: 1027.348511
	Iteration 2F: 3 clusters Score -4364858 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -4368052.500000 Penalty: 1027.348511
	Iteration 3F: 3 clusters Score -4368052 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -4372366.000000 Penalty: 1027.348511
	Iteration 4F: 3 clusters Score -4372366 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -4377048.500000 Penalty: 1027.348511
	Iteration 5F: 3 clusters Score -4377048 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -4380153.500000 Penalty: 1027.348511
	Iteration 6Q: 3 clusters Score -4380154 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 63949 members 
Entering Unmasked Estep 
Score: -4381667.000000 Penalty: 1027.348511
	Iteration 7Q: 3 clusters Score -4381667 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -4382678.000000 Penalty: 1027.348511
	Iteration 8Q: 3 clusters Score -4382678 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -4383582.500000 Penalty: 1027.348511
	Iteration 9Q: 3 clusters Score -4383582 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -4384498.000000 Penalty: 1027.348511
	Iteration 10Q: 3 clusters Score -4384498 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
Score: -4385312.000000 Penalty: 1027.348511
	Iteration 11Q: 3 clusters Score -4385312 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 71865 members 
Entering Unmasked Estep 
Score: -4386110.000000 Penalty: 1027.348511
	Iteration 12Q: 3 clusters Score -4386110 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 73083 members 
Entering Unmasked Estep 
Score: -4386883.500000 Penalty: 1027.348511
	Iteration 13Q: 3 clusters Score -4386884 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -4387517.500000 Penalty: 1027.348511
	Iteration 14Q: 3 clusters Score -4387518 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 75096 members 
Entering Unmasked Estep 
Score: -4388123.000000 Penalty: 1027.348511
	Iteration 15Q: 3 clusters Score -4388123 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 75890 members 
Entering Unmasked Estep 
Score: -4388650.500000 Penalty: 1027.348511
	Iteration 16Q: 3 clusters Score -4388650 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -4389055.500000 Penalty: 1027.348511
	Iteration 17Q: 3 clusters Score -4389056 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -4389371.500000 Penalty: 1027.348511
	Iteration 18Q: 3 clusters Score -4389372 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -4389654.000000 Penalty: 1027.348511
	Iteration 19Q: 3 clusters Score -4389654 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -4389922.500000 Penalty: 1027.348511
	Iteration 20F: 3 clusters Score -4389922 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -4390140.000000 Penalty: 1027.348511
	Iteration 21Q: 3 clusters Score -4390140 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -4390293.500000 Penalty: 1027.348511
	Iteration 22Q: 3 clusters Score -4390294 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -4390417.000000 Penalty: 1027.348511
	Iteration 23Q: 3 clusters Score -4390417 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -4390536.000000 Penalty: 1027.348511
	Iteration 24Q: 3 clusters Score -4390536 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -4390630.000000 Penalty: 1027.348511
	Iteration 25Q: 3 clusters Score -4390630 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 79392 members 
Entering Unmasked Estep 
Score: -4390716.500000 Penalty: 1027.348511
	Iteration 26Q: 3 clusters Score -4390716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -4390791.000000 Penalty: 1027.348511
	Iteration 27Q: 3 clusters Score -4390791 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -4390836.500000 Penalty: 1027.348511
	Iteration 28Q: 3 clusters Score -4390836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -4390888.500000 Penalty: 1027.348511
	Iteration 29Q: 3 clusters Score -4390888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -4390930.500000 Penalty: 1027.348511
	Iteration 30Q: 3 clusters Score -4390930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -4390960.000000 Penalty: 1027.348511
	Iteration 31Q: 3 clusters Score -4390960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -4390971.500000 Penalty: 1027.348511
	Iteration 32Q: 3 clusters Score -4390972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -4390985.500000 Penalty: 1027.348511
	Iteration 33Q: 3 clusters Score -4390986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -4390986.500000 Penalty: 1027.348511
	Iteration 34Q: 3 clusters Score -4390986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -4390994.500000 Penalty: 1027.348511
	Iteration 35Q: 3 clusters Score -4390994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -4390999.000000 Penalty: 1027.348511
	Iteration 36Q: 3 clusters Score -4390999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -4391001.000000 Penalty: 1027.348511
	Iteration 37Q: 3 clusters Score -4391001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 79822 members 
Entering Unmasked Estep 
Score: -4391006.500000 Penalty: 1027.348511
	Iteration 38Q: 3 clusters Score -4391006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -4391015.000000 Penalty: 1027.348511
	Iteration 39Q: 3 clusters Score -4391015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -4391021.500000 Penalty: 1027.348511
	Iteration 40F: 3 clusters Score -4391022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 79840 members 
Entering Unmasked Estep 
Score: -4391026.500000 Penalty: 1027.348511
	Iteration 41Q: 3 clusters Score -4391026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -4391026.500000 Penalty: 1027.348511
	Iteration 42Q: 3 clusters Score -4391026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -4391030.000000 Penalty: 1027.348511
	Iteration 43Q: 3 clusters Score -4391030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -4391029.500000 Penalty: 1027.348511
	Iteration 44Q: 3 clusters Score -4391030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -4391029.500000 Penalty: 1027.348511
	Iteration 45F: 3 clusters Score -4391030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Entering Unmasked Estep 
Score: -333144.062500 Penalty: 400.624084
	Iteration 0F: 2 clusters Score -333144.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -328623.312500 Penalty: 801.248169
	Iteration 0F: 3 clusters Score -328623.3 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -330330.218750 Penalty: 801.248169
	Iteration 1F: 3 clusters Score -330330.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -330507.281250 Penalty: 801.248169
	Iteration 2F: 3 clusters Score -330507.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -330731.625000 Penalty: 801.248169
	Iteration 3F: 3 clusters Score -330731.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -331025.281250 Penalty: 801.248169
	Iteration 4F: 3 clusters Score -331025.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -331369.531250 Penalty: 801.248169
	Iteration 5F: 3 clusters Score -331369.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -331674.281250 Penalty: 801.248169
	Iteration 6F: 3 clusters Score -331674.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -331939.562500 Penalty: 801.248169
	Iteration 7Q: 3 clusters Score -331939.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -332117.531250 Penalty: 801.248169
	Iteration 8Q: 3 clusters Score -332117.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -332271.125000 Penalty: 801.248169
	Iteration 9Q: 3 clusters Score -332271.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -332379.906250 Penalty: 801.248169
	Iteration 10Q: 3 clusters Score -332379.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -332468.000000 Penalty: 801.248169
	Iteration 11Q: 3 clusters Score -332468 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -332540.875000 Penalty: 801.248169
	Iteration 12Q: 3 clusters Score -332540.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -332594.343750 Penalty: 801.248169
	Iteration 13Q: 3 clusters Score -332594.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -332650.843750 Penalty: 801.248169
	Iteration 14Q: 3 clusters Score -332650.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -332684.062500 Penalty: 801.248169
	Iteration 15Q: 3 clusters Score -332684.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -332717.437500 Penalty: 801.248169
	Iteration 16Q: 3 clusters Score -332717.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -332739.062500 Penalty: 801.248169
	Iteration 17Q: 3 clusters Score -332739.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -332751.968750 Penalty: 801.248169
	Iteration 18Q: 3 clusters Score -332752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -332764.281250 Penalty: 801.248169
	Iteration 19Q: 3 clusters Score -332764.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -332771.593750 Penalty: 801.248169
	Iteration 20F: 3 clusters Score -332771.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -332775.937500 Penalty: 801.248169
	Iteration 21Q: 3 clusters Score -332775.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -332779.125000 Penalty: 801.248169
	Iteration 22Q: 3 clusters Score -332779.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -332781.843750 Penalty: 801.248169
	Iteration 23Q: 3 clusters Score -332781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -332782.125000 Penalty: 801.248169
	Iteration 24Q: 3 clusters Score -332782.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -332782.593750 Penalty: 801.248169
	Iteration 25Q: 3 clusters Score -332782.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -332783.031250 Penalty: 801.248169
	Iteration 26Q: 3 clusters Score -332783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -332783.500000 Penalty: 801.248169
	Iteration 27Q: 3 clusters Score -332783.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -332783.843750 Penalty: 801.248169
	Iteration 28Q: 3 clusters Score -332783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -332784.468750 Penalty: 801.248169
	Iteration 29Q: 3 clusters Score -332784.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -332786.187500 Penalty: 801.248169
	Iteration 30Q: 3 clusters Score -332786.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -332789.125000 Penalty: 801.248169
	Iteration 31Q: 3 clusters Score -332789.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -332794.031250 Penalty: 801.248169
	Iteration 32Q: 3 clusters Score -332794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -332800.937500 Penalty: 801.248169
	Iteration 33Q: 3 clusters Score -332800.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -332810.687500 Penalty: 801.248169
	Iteration 34Q: 3 clusters Score -332810.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -332816.312500 Penalty: 801.248169
	Iteration 35Q: 3 clusters Score -332816.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -332818.968750 Penalty: 801.248169
	Iteration 36Q: 3 clusters Score -332819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -332820.406250 Penalty: 801.248169
	Iteration 37Q: 3 clusters Score -332820.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -332822.343750 Penalty: 801.248169
	Iteration 38Q: 3 clusters Score -332822.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -332824.687500 Penalty: 801.248169
	Iteration 39Q: 3 clusters Score -332824.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -332830.562500 Penalty: 801.248169
	Iteration 40F: 3 clusters Score -332830.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -332834.375000 Penalty: 801.248169
	Iteration 41Q: 3 clusters Score -332834.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -332835.250000 Penalty: 801.248169
	Iteration 42Q: 3 clusters Score -332835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -332837.093750 Penalty: 801.248169
	Iteration 43Q: 3 clusters Score -332837.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -332841.187500 Penalty: 801.248169
	Iteration 44Q: 3 clusters Score -332841.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -332844.031250 Penalty: 801.248169
	Iteration 45Q: 3 clusters Score -332844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -332847.218750 Penalty: 801.248169
	Iteration 46Q: 3 clusters Score -332847.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -332852.625000 Penalty: 801.248169
	Iteration 47Q: 3 clusters Score -332852.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -332859.250000 Penalty: 801.248169
	Iteration 48Q: 3 clusters Score -332859.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -332868.812500 Penalty: 801.248169
	Iteration 49Q: 3 clusters Score -332868.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -332872.593750 Penalty: 801.248169
	Iteration 50Q: 3 clusters Score -332872.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -332877.531250 Penalty: 801.248169
	Iteration 51Q: 3 clusters Score -332877.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -332879.312500 Penalty: 801.248169
	Iteration 52Q: 3 clusters Score -332879.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -332881.125000 Penalty: 801.248169
	Iteration 53Q: 3 clusters Score -332881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -332883.312500 Penalty: 801.248169
	Iteration 54Q: 3 clusters Score -332883.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -332883.406250 Penalty: 801.248169
	Iteration 55Q: 3 clusters Score -332883.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -332883.406250 Penalty: 801.248169
	Iteration 56F: 3 clusters Score -332883.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -48153.023438 Penalty: 307.914124
	Iteration 0F: 2 clusters Score -48153.02 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 412 members 
Entering Unmasked Estep 
Score: -47420.007812 Penalty: 615.828247
	Iteration 0F: 3 clusters Score -47420.01 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47649.683594 Penalty: 615.828247
	Iteration 1F: 3 clusters Score -47649.68 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47702.894531 Penalty: 615.828247
	Iteration 2F: 3 clusters Score -47702.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47735.718750 Penalty: 615.828247
	Iteration 3Q: 3 clusters Score -47735.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47770.082031 Penalty: 615.828247
	Iteration 4Q: 3 clusters Score -47770.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47786.960938 Penalty: 615.828247
	Iteration 5Q: 3 clusters Score -47786.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47800.773438 Penalty: 615.828247
	Iteration 6Q: 3 clusters Score -47800.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47821.308594 Penalty: 615.828247
	Iteration 7Q: 3 clusters Score -47821.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47847.414062 Penalty: 615.828247
	Iteration 8Q: 3 clusters Score -47847.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47863.218750 Penalty: 615.828247
	Iteration 9Q: 3 clusters Score -47863.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47874.281250 Penalty: 615.828247
	Iteration 10Q: 3 clusters Score -47874.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47886.003906 Penalty: 615.828247
	Iteration 11Q: 3 clusters Score -47886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47892.070312 Penalty: 615.828247
	Iteration 12Q: 3 clusters Score -47892.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -47894.718750 Penalty: 615.828247
	Iteration 13Q: 3 clusters Score -47894.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47895.039062 Penalty: 615.828247
	Iteration 14Q: 3 clusters Score -47895.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47895.039062 Penalty: 615.828247
	Iteration 15F: 3 clusters Score -47895.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 26174 members 
Mstep: Class 3 contains 101663 members 
Mstep: Class 4 contains 6444 members 
Mstep: Class 5 contains 5516 members 
Mstep: Class 6 contains 13705 members 
Mstep: Class 7 contains 89692 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 57629 members 
Mstep: Class 10 contains 47333 members 
Mstep: Class 11 contains 20302 members 
Mstep: Class 12 contains 164687 members 
Mstep: Class 13 contains 1312 members 
Mstep: Class 14 contains 11324 members 
Mstep: Class 15 contains 12877 members 
Mstep: Class 16 contains 57370 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 1118 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 2881 members 
Mstep: Class 21 contains 24414 members 
Mstep: Class 22 contains 2849 members 
Mstep: Class 23 contains 6969 members 
Mstep: Class 24 contains 19200 members 
Mstep: Class 25 contains 85576 members 
Mstep: Class 26 contains 1739 members 
Mstep: Class 27 contains 39583 members 
Mstep: Class 28 contains 134694 members 
Mstep: Class 29 contains 84854 members 
Mstep: Class 30 contains 1455 members 
Mstep: Class 31 contains 33295 members 
Mstep: Class 32 contains 33804 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 525 members 
Mstep: Class 35 contains 163104 members 
Mstep: Class 36 contains 80672 members 
Mstep: Class 37 contains 14490 members 
Mstep: Class 38 contains 5192 members 
Mstep: Class 39 contains 101385 members 
Mstep: Class 40 contains 7917 members 
Mstep: Class 41 contains 20088 members 
Mstep: Class 42 contains 79981 members 
Mstep: Class 43 contains 6667 members 
Mstep: Class 44 contains 869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420392.000000 Penalty: 29409.876953
Iteration 359Q: 46 clusters Score -8.742039e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 26155 members 
Mstep: Class 3 contains 101740 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 5516 members 
Mstep: Class 6 contains 13706 members 
Mstep: Class 7 contains 89651 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 57554 members 
Mstep: Class 10 contains 47533 members 
Mstep: Class 11 contains 20408 members 
Mstep: Class 12 contains 165188 members 
Mstep: Class 13 contains 1335 members 
Mstep: Class 14 contains 11398 members 
Mstep: Class 15 contains 12879 members 
Mstep: Class 16 contains 57325 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 1123 members 
Mstep: Class 19 contains 9608 members 
Mstep: Class 20 contains 2880 members 
Mstep: Class 21 contains 24434 members 
Mstep: Class 22 contains 2853 members 
Mstep: Class 23 contains 7133 members 
Mstep: Class 24 contains 19158 members 
Mstep: Class 25 contains 85446 members 
Mstep: Class 26 contains 1737 members 
Mstep: Class 27 contains 39761 members 
Mstep: Class 28 contains 134796 members 
Mstep: Class 29 contains 84972 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 33143 members 
Mstep: Class 32 contains 33548 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 34 contains 514 members 
Mstep: Class 35 contains 163091 members 
Mstep: Class 36 contains 80669 members 
Mstep: Class 37 contains 14485 members 
Mstep: Class 38 contains 5338 members 
Mstep: Class 39 contains 101563 members 
Mstep: Class 40 contains 7910 members 
Mstep: Class 41 contains 20066 members 
Mstep: Class 42 contains 80063 members 
Mstep: Class 43 contains 6663 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 117947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421736.000000 Penalty: 29409.876953
Iteration 360F: 46 clusters Score -8.742174e+07 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 26146 members 
Mstep: Class 3 contains 101320 members 
Mstep: Class 4 contains 6265 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 89635 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 57464 members 
Mstep: Class 10 contains 47477 members 
Mstep: Class 11 contains 20436 members 
Mstep: Class 12 contains 162689 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 12879 members 
Mstep: Class 16 contains 57245 members 
Mstep: Class 17 contains 1725 members 
Mstep: Class 18 contains 1125 members 
Mstep: Class 19 contains 9580 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 21 contains 24440 members 
Mstep: Class 22 contains 2857 members 
Mstep: Class 23 contains 7240 members 
Mstep: Class 24 contains 19132 members 
Mstep: Class 25 contains 85345 members 
Mstep: Class 26 contains 1734 members 
Mstep: Class 27 contains 39953 members 
Mstep: Class 28 contains 134861 members 
Mstep: Class 29 contains 85116 members 
Mstep: Class 30 contains 1456 members 
Mstep: Class 31 contains 33021 members 
Mstep: Class 32 contains 33317 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 163100 members 
Mstep: Class 36 contains 80628 members 
Mstep: Class 37 contains 14500 members 
Mstep: Class 38 contains 5434 members 
Mstep: Class 39 contains 99643 members 
Mstep: Class 40 contains 7900 members 
Mstep: Class 41 contains 20046 members 
Mstep: Class 42 contains 80119 members 
Mstep: Class 43 contains 6663 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 122809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424200.000000 Penalty: 29409.876953
Iteration 361Q: 46 clusters Score -8.74242e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 26114 members 
Mstep: Class 3 contains 100885 members 
Mstep: Class 4 contains 6146 members 
Mstep: Class 5 contains 5542 members 
Mstep: Class 6 contains 13727 members 
Mstep: Class 7 contains 89609 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 57354 members 
Mstep: Class 10 contains 47208 members 
Mstep: Class 11 contains 20350 members 
Mstep: Class 12 contains 161634 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 11551 members 
Mstep: Class 15 contains 12870 members 
Mstep: Class 16 contains 57181 members 
Mstep: Class 17 contains 1738 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 24458 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 7275 members 
Mstep: Class 24 contains 19071 members 
Mstep: Class 25 contains 85295 members 
Mstep: Class 26 contains 1731 members 
Mstep: Class 27 contains 40401 members 
Mstep: Class 28 contains 134748 members 
Mstep: Class 29 contains 85219 members 
Mstep: Class 30 contains 1455 members 
Mstep: Class 31 contains 32899 members 
Mstep: Class 32 contains 33092 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 163541 members 
Mstep: Class 36 contains 80556 members 
Mstep: Class 37 contains 14527 members 
Mstep: Class 38 contains 5512 members 
Mstep: Class 39 contains 97508 members 
Mstep: Class 40 contains 7892 members 
Mstep: Class 41 contains 20030 members 
Mstep: Class 42 contains 80165 members 
Mstep: Class 43 contains 6663 members 
Mstep: Class 44 contains 867 members 
Mstep: Class 45 contains 126448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 34. Lose 646.587708 but Gain 653.552734
Score: -87424896.000000 Penalty: 28756.324219
Iteration 362Q: 45 clusters Score -8.74249e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 26102 members 
Mstep: Class 3 contains 100448 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 5570 members 
Mstep: Class 6 contains 13744 members 
Mstep: Class 7 contains 89596 members 
Mstep: Class 8 contains 8911 members 
Mstep: Class 9 contains 57238 members 
Mstep: Class 10 contains 46859 members 
Mstep: Class 11 contains 20245 members 
Mstep: Class 12 contains 161111 members 
Mstep: Class 13 contains 1381 members 
Mstep: Class 14 contains 11637 members 
Mstep: Class 15 contains 12880 members 
Mstep: Class 16 contains 57124 members 
Mstep: Class 17 contains 1749 members 
Mstep: Class 18 contains 1132 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 2854 members 
Mstep: Class 21 contains 24494 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 7264 members 
Mstep: Class 24 contains 19050 members 
Mstep: Class 25 contains 85270 members 
Mstep: Class 26 contains 1728 members 
Mstep: Class 27 contains 40932 members 
Mstep: Class 28 contains 134919 members 
Mstep: Class 29 contains 85356 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 32787 members 
Mstep: Class 32 contains 32884 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 163950 members 
Mstep: Class 36 contains 80518 members 
Mstep: Class 37 contains 14544 members 
Mstep: Class 38 contains 5561 members 
Mstep: Class 39 contains 95481 members 
Mstep: Class 40 contains 7884 members 
Mstep: Class 41 contains 20005 members 
Mstep: Class 42 contains 80172 members 
Mstep: Class 43 contains 6668 members 
Mstep: Class 44 contains 861 members 
Mstep: Class 45 contains 129549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426352.000000 Penalty: 28756.324219
Iteration 363Q: 45 clusters Score -8.742635e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 26094 members 
Mstep: Class 3 contains 100038 members 
Mstep: Class 4 contains 5890 members 
Mstep: Class 5 contains 5603 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 89551 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 57107 members 
Mstep: Class 10 contains 46485 members 
Mstep: Class 11 contains 20141 members 
Mstep: Class 12 contains 160883 members 
Mstep: Class 13 contains 1390 members 
Mstep: Class 14 contains 11700 members 
Mstep: Class 15 contains 12902 members 
Mstep: Class 16 contains 57066 members 
Mstep: Class 17 contains 1738 members 
Mstep: Class 18 contains 1135 members 
Mstep: Class 19 contains 9556 members 
Mstep: Class 20 contains 2850 members 
Mstep: Class 21 contains 24512 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 7218 members 
Mstep: Class 24 contains 19033 members 
Mstep: Class 25 contains 85218 members 
Mstep: Class 26 contains 1723 members 
Mstep: Class 27 contains 41449 members 
Mstep: Class 28 contains 134811 members 
Mstep: Class 29 contains 85447 members 
Mstep: Class 30 contains 1459 members 
Mstep: Class 31 contains 32666 members 
Mstep: Class 32 contains 32690 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 164343 members 
Mstep: Class 36 contains 80456 members 
Mstep: Class 37 contains 14567 members 
Mstep: Class 38 contains 5600 members 
Mstep: Class 39 contains 93492 members 
Mstep: Class 40 contains 7876 members 
Mstep: Class 41 contains 19987 members 
Mstep: Class 42 contains 80181 members 
Mstep: Class 43 contains 6671 members 
Mstep: Class 44 contains 854 members 
Mstep: Class 45 contains 132363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426936.000000 Penalty: 28756.324219
Iteration 364Q: 45 clusters Score -8.742694e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 26097 members 
Mstep: Class 3 contains 99631 members 
Mstep: Class 4 contains 5725 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 13758 members 
Mstep: Class 7 contains 89514 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 56988 members 
Mstep: Class 10 contains 46116 members 
Mstep: Class 11 contains 20012 members 
Mstep: Class 12 contains 160800 members 
Mstep: Class 13 contains 1401 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 12951 members 
Mstep: Class 16 contains 57024 members 
Mstep: Class 17 contains 1725 members 
Mstep: Class 18 contains 1140 members 
Mstep: Class 19 contains 9589 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 24540 members 
Mstep: Class 22 contains 2875 members 
Mstep: Class 23 contains 7131 members 
Mstep: Class 24 contains 19035 members 
Mstep: Class 25 contains 85191 members 
Mstep: Class 26 contains 1719 members 
Mstep: Class 27 contains 42003 members 
Mstep: Class 28 contains 134649 members 
Mstep: Class 29 contains 85558 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 32568 members 
Mstep: Class 32 contains 32522 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 164634 members 
Mstep: Class 36 contains 80366 members 
Mstep: Class 37 contains 14584 members 
Mstep: Class 38 contains 5649 members 
Mstep: Class 39 contains 91643 members 
Mstep: Class 40 contains 7867 members 
Mstep: Class 41 contains 19946 members 
Mstep: Class 42 contains 80175 members 
Mstep: Class 43 contains 6671 members 
Mstep: Class 44 contains 846 members 
Mstep: Class 45 contains 134904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427288.000000 Penalty: 28756.324219
Iteration 365Q: 45 clusters Score -8.742729e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 26103 members 
Mstep: Class 3 contains 99218 members 
Mstep: Class 4 contains 5569 members 
Mstep: Class 5 contains 5679 members 
Mstep: Class 6 contains 13773 members 
Mstep: Class 7 contains 89439 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 9 contains 56863 members 
Mstep: Class 10 contains 45743 members 
Mstep: Class 11 contains 19892 members 
Mstep: Class 12 contains 160802 members 
Mstep: Class 13 contains 1413 members 
Mstep: Class 14 contains 11888 members 
Mstep: Class 15 contains 12996 members 
Mstep: Class 16 contains 56992 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 1142 members 
Mstep: Class 19 contains 9649 members 
Mstep: Class 20 contains 2833 members 
Mstep: Class 21 contains 24562 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 19044 members 
Mstep: Class 25 contains 85163 members 
Mstep: Class 26 contains 1718 members 
Mstep: Class 27 contains 42526 members 
Mstep: Class 28 contains 134414 members 
Mstep: Class 29 contains 85693 members 
Mstep: Class 30 contains 1465 members 
Mstep: Class 31 contains 32460 members 
Mstep: Class 32 contains 32344 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 164852 members 
Mstep: Class 36 contains 80275 members 
Mstep: Class 37 contains 14611 members 
Mstep: Class 38 contains 5704 members 
Mstep: Class 39 contains 89964 members 
Mstep: Class 40 contains 7842 members 
Mstep: Class 41 contains 19919 members 
Mstep: Class 42 contains 80203 members 
Mstep: Class 43 contains 6671 members 
Mstep: Class 44 contains 834 members 
Mstep: Class 45 contains 137317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427952.000000 Penalty: 28756.324219
Iteration 366Q: 45 clusters Score -8.742795e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 26123 members 
Mstep: Class 3 contains 98868 members 
Mstep: Class 4 contains 5410 members 
Mstep: Class 5 contains 5709 members 
Mstep: Class 6 contains 13769 members 
Mstep: Class 7 contains 89361 members 
Mstep: Class 8 contains 8952 members 
Mstep: Class 9 contains 56745 members 
Mstep: Class 10 contains 45356 members 
Mstep: Class 11 contains 19775 members 
Mstep: Class 12 contains 160931 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 11969 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 56965 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 9716 members 
Mstep: Class 20 contains 2821 members 
Mstep: Class 21 contains 24568 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 6961 members 
Mstep: Class 24 contains 19051 members 
Mstep: Class 25 contains 85152 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 43052 members 
Mstep: Class 28 contains 134049 members 
Mstep: Class 29 contains 85826 members 
Mstep: Class 30 contains 1465 members 
Mstep: Class 31 contains 32347 members 
Mstep: Class 32 contains 32188 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 165021 members 
Mstep: Class 36 contains 80222 members 
Mstep: Class 37 contains 14642 members 
Mstep: Class 38 contains 5762 members 
Mstep: Class 39 contains 88443 members 
Mstep: Class 40 contains 7813 members 
Mstep: Class 41 contains 19903 members 
Mstep: Class 42 contains 80195 members 
Mstep: Class 43 contains 6670 members 
Mstep: Class 44 contains 828 members 
Mstep: Class 45 contains 139547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428088.000000 Penalty: 28756.324219
Iteration 367Q: 45 clusters Score -8.742809e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 26142 members 
Mstep: Class 3 contains 98542 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 13770 members 
Mstep: Class 7 contains 89279 members 
Mstep: Class 8 contains 8962 members 
Mstep: Class 9 contains 56582 members 
Mstep: Class 10 contains 44963 members 
Mstep: Class 11 contains 19672 members 
Mstep: Class 12 contains 161004 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 12034 members 
Mstep: Class 15 contains 13088 members 
Mstep: Class 16 contains 56949 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 9789 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 24592 members 
Mstep: Class 22 contains 2871 members 
Mstep: Class 23 contains 6888 members 
Mstep: Class 24 contains 19047 members 
Mstep: Class 25 contains 85140 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 43561 members 
Mstep: Class 28 contains 133666 members 
Mstep: Class 29 contains 85925 members 
Mstep: Class 30 contains 1465 members 
Mstep: Class 31 contains 32239 members 
Mstep: Class 32 contains 31953 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 165099 members 
Mstep: Class 36 contains 80196 members 
Mstep: Class 37 contains 14668 members 
Mstep: Class 38 contains 5802 members 
Mstep: Class 39 contains 87158 members 
Mstep: Class 40 contains 7796 members 
Mstep: Class 41 contains 19871 members 
Mstep: Class 42 contains 80232 members 
Mstep: Class 43 contains 6667 members 
Mstep: Class 44 contains 819 members 
Mstep: Class 45 contains 141776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428920.000000 Penalty: 28756.324219
Iteration 368Q: 45 clusters Score -8.742892e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 26160 members 
Mstep: Class 3 contains 98229 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 13764 members 
Mstep: Class 7 contains 89207 members 
Mstep: Class 8 contains 8964 members 
Mstep: Class 9 contains 56464 members 
Mstep: Class 10 contains 44552 members 
Mstep: Class 11 contains 19579 members 
Mstep: Class 12 contains 161083 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 14 contains 12126 members 
Mstep: Class 15 contains 13123 members 
Mstep: Class 16 contains 56928 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 1144 members 
Mstep: Class 19 contains 9859 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 24605 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 6824 members 
Mstep: Class 24 contains 19000 members 
Mstep: Class 25 contains 85193 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 43989 members 
Mstep: Class 28 contains 133112 members 
Mstep: Class 29 contains 86032 members 
Mstep: Class 30 contains 1465 members 
Mstep: Class 31 contains 32136 members 
Mstep: Class 32 contains 31755 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 165167 members 
Mstep: Class 36 contains 80201 members 
Mstep: Class 37 contains 14698 members 
Mstep: Class 38 contains 5849 members 
Mstep: Class 39 contains 86021 members 
Mstep: Class 40 contains 7777 members 
Mstep: Class 41 contains 19858 members 
Mstep: Class 42 contains 80224 members 
Mstep: Class 43 contains 6660 members 
Mstep: Class 44 contains 814 members 
Mstep: Class 45 contains 143995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428952.000000 Penalty: 28756.324219
Iteration 369Q: 45 clusters Score -8.742895e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 26165 members 
Mstep: Class 3 contains 97921 members 
Mstep: Class 4 contains 4968 members 
Mstep: Class 5 contains 5794 members 
Mstep: Class 6 contains 13773 members 
Mstep: Class 7 contains 89140 members 
Mstep: Class 8 contains 8966 members 
Mstep: Class 9 contains 56378 members 
Mstep: Class 10 contains 44170 members 
Mstep: Class 11 contains 19507 members 
Mstep: Class 12 contains 161203 members 
Mstep: Class 13 contains 1419 members 
Mstep: Class 14 contains 12207 members 
Mstep: Class 15 contains 13156 members 
Mstep: Class 16 contains 56910 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 9910 members 
Mstep: Class 20 contains 2789 members 
Mstep: Class 21 contains 24616 members 
Mstep: Class 22 contains 2854 members 
Mstep: Class 23 contains 6779 members 
Mstep: Class 24 contains 18928 members 
Mstep: Class 25 contains 85213 members 
Mstep: Class 26 contains 1717 members 
Mstep: Class 27 contains 44371 members 
Mstep: Class 28 contains 132490 members 
Mstep: Class 29 contains 86129 members 
Mstep: Class 30 contains 1462 members 
Mstep: Class 31 contains 32045 members 
Mstep: Class 32 contains 31568 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 165230 members 
Mstep: Class 36 contains 80238 members 
Mstep: Class 37 contains 14723 members 
Mstep: Class 38 contains 5896 members 
Mstep: Class 39 contains 85044 members 
Mstep: Class 40 contains 7768 members 
Mstep: Class 41 contains 19846 members 
Mstep: Class 42 contains 80203 members 
Mstep: Class 43 contains 6656 members 
Mstep: Class 44 contains 808 members 
Mstep: Class 45 contains 146081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428928.000000 Penalty: 28756.324219
Iteration 370Q: 45 clusters Score -8.742893e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 26187 members 
Mstep: Class 3 contains 97635 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 5812 members 
Mstep: Class 6 contains 13783 members 
Mstep: Class 7 contains 89061 members 
Mstep: Class 8 contains 8963 members 
Mstep: Class 9 contains 56267 members 
Mstep: Class 10 contains 43803 members 
Mstep: Class 11 contains 19422 members 
Mstep: Class 12 contains 161238 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 12287 members 
Mstep: Class 15 contains 13204 members 
Mstep: Class 16 contains 56900 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 9957 members 
Mstep: Class 20 contains 2780 members 
Mstep: Class 21 contains 24652 members 
Mstep: Class 22 contains 2843 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 18866 members 
Mstep: Class 25 contains 85204 members 
Mstep: Class 26 contains 1718 members 
Mstep: Class 27 contains 44755 members 
Mstep: Class 28 contains 131865 members 
Mstep: Class 29 contains 86230 members 
Mstep: Class 30 contains 1461 members 
Mstep: Class 31 contains 31954 members 
Mstep: Class 32 contains 31357 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 165283 members 
Mstep: Class 36 contains 80318 members 
Mstep: Class 37 contains 14736 members 
Mstep: Class 38 contains 5943 members 
Mstep: Class 39 contains 84128 members 
Mstep: Class 40 contains 7760 members 
Mstep: Class 41 contains 19827 members 
Mstep: Class 42 contains 80186 members 
Mstep: Class 43 contains 6652 members 
Mstep: Class 44 contains 805 members 
Mstep: Class 45 contains 148103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428264.000000 Penalty: 28756.324219
Iteration 371Q: 45 clusters Score -8.742826e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 26180 members 
Mstep: Class 3 contains 97352 members 
Mstep: Class 4 contains 4728 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 13790 members 
Mstep: Class 7 contains 88990 members 
Mstep: Class 8 contains 8967 members 
Mstep: Class 9 contains 56177 members 
Mstep: Class 10 contains 43437 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 161224 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 12354 members 
Mstep: Class 15 contains 13259 members 
Mstep: Class 16 contains 56908 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 1142 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 24686 members 
Mstep: Class 22 contains 2834 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 18780 members 
Mstep: Class 25 contains 85202 members 
Mstep: Class 26 contains 1714 members 
Mstep: Class 27 contains 45141 members 
Mstep: Class 28 contains 131199 members 
Mstep: Class 29 contains 86307 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 31857 members 
Mstep: Class 32 contains 31136 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 165348 members 
Mstep: Class 36 contains 80440 members 
Mstep: Class 37 contains 14754 members 
Mstep: Class 38 contains 5991 members 
Mstep: Class 39 contains 83328 members 
Mstep: Class 40 contains 7756 members 
Mstep: Class 41 contains 19806 members 
Mstep: Class 42 contains 80158 members 
Mstep: Class 43 contains 6650 members 
Mstep: Class 44 contains 798 members 
Mstep: Class 45 contains 150076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428640.000000 Penalty: 28756.324219
Iteration 372Q: 45 clusters Score -8.742864e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 26172 members 
Mstep: Class 3 contains 97095 members 
Mstep: Class 4 contains 4627 members 
Mstep: Class 5 contains 5847 members 
Mstep: Class 6 contains 13802 members 
Mstep: Class 7 contains 88941 members 
Mstep: Class 8 contains 8977 members 
Mstep: Class 9 contains 56083 members 
Mstep: Class 10 contains 43141 members 
Mstep: Class 11 contains 19241 members 
Mstep: Class 12 contains 161356 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 12430 members 
Mstep: Class 15 contains 13321 members 
Mstep: Class 16 contains 56907 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 1138 members 
Mstep: Class 19 contains 10051 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 24722 members 
Mstep: Class 22 contains 2827 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 18696 members 
Mstep: Class 25 contains 85241 members 
Mstep: Class 26 contains 1712 members 
Mstep: Class 27 contains 45380 members 
Mstep: Class 28 contains 130480 members 
Mstep: Class 29 contains 86378 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 31763 members 
Mstep: Class 32 contains 30931 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 165414 members 
Mstep: Class 36 contains 80584 members 
Mstep: Class 37 contains 14772 members 
Mstep: Class 38 contains 6041 members 
Mstep: Class 39 contains 82683 members 
Mstep: Class 40 contains 7753 members 
Mstep: Class 41 contains 19784 members 
Mstep: Class 42 contains 80132 members 
Mstep: Class 43 contains 6645 members 
Mstep: Class 44 contains 795 members 
Mstep: Class 45 contains 151793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428512.000000 Penalty: 28756.324219
Iteration 373Q: 45 clusters Score -8.742851e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 26145 members 
Mstep: Class 3 contains 96906 members 
Mstep: Class 4 contains 4512 members 
Mstep: Class 5 contains 5854 members 
Mstep: Class 6 contains 13804 members 
Mstep: Class 7 contains 88921 members 
Mstep: Class 8 contains 8985 members 
Mstep: Class 9 contains 56002 members 
Mstep: Class 10 contains 42902 members 
Mstep: Class 11 contains 19186 members 
Mstep: Class 12 contains 161630 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 12503 members 
Mstep: Class 15 contains 13385 members 
Mstep: Class 16 contains 56896 members 
Mstep: Class 17 contains 1672 members 
Mstep: Class 18 contains 1135 members 
Mstep: Class 19 contains 10093 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 24747 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 6658 members 
Mstep: Class 24 contains 18624 members 
Mstep: Class 25 contains 85326 members 
Mstep: Class 26 contains 1711 members 
Mstep: Class 27 contains 45406 members 
Mstep: Class 28 contains 129688 members 
Mstep: Class 29 contains 86453 members 
Mstep: Class 30 contains 1451 members 
Mstep: Class 31 contains 31676 members 
Mstep: Class 32 contains 30716 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 165431 members 
Mstep: Class 36 contains 80679 members 
Mstep: Class 37 contains 14790 members 
Mstep: Class 38 contains 6091 members 
Mstep: Class 39 contains 82263 members 
Mstep: Class 40 contains 7750 members 
Mstep: Class 41 contains 19775 members 
Mstep: Class 42 contains 80116 members 
Mstep: Class 43 contains 6641 members 
Mstep: Class 44 contains 793 members 
Mstep: Class 45 contains 153289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428272.000000 Penalty: 28756.324219
Iteration 374Q: 45 clusters Score -8.742827e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 26110 members 
Mstep: Class 3 contains 96733 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 5860 members 
Mstep: Class 6 contains 13805 members 
Mstep: Class 7 contains 88896 members 
Mstep: Class 8 contains 8988 members 
Mstep: Class 9 contains 55937 members 
Mstep: Class 10 contains 42662 members 
Mstep: Class 11 contains 19138 members 
Mstep: Class 12 contains 161985 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 12591 members 
Mstep: Class 15 contains 13439 members 
Mstep: Class 16 contains 56861 members 
Mstep: Class 17 contains 1663 members 
Mstep: Class 18 contains 1134 members 
Mstep: Class 19 contains 10127 members 
Mstep: Class 20 contains 2740 members 
Mstep: Class 21 contains 24767 members 
Mstep: Class 22 contains 2821 members 
Mstep: Class 23 contains 6693 members 
Mstep: Class 24 contains 18585 members 
Mstep: Class 25 contains 85413 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 45258 members 
Mstep: Class 28 contains 128855 members 
Mstep: Class 29 contains 86532 members 
Mstep: Class 30 contains 1450 members 
Mstep: Class 31 contains 31595 members 
Mstep: Class 32 contains 30521 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 165392 members 
Mstep: Class 36 contains 80816 members 
Mstep: Class 37 contains 14812 members 
Mstep: Class 38 contains 6145 members 
Mstep: Class 39 contains 82073 members 
Mstep: Class 40 contains 7747 members 
Mstep: Class 41 contains 19769 members 
Mstep: Class 42 contains 80124 members 
Mstep: Class 43 contains 6636 members 
Mstep: Class 44 contains 791 members 
Mstep: Class 45 contains 154569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428640.000000 Penalty: 28756.324219
Iteration 375Q: 45 clusters Score -8.742864e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 26087 members 
Mstep: Class 3 contains 96632 members 
Mstep: Class 4 contains 4342 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 13817 members 
Mstep: Class 7 contains 88860 members 
Mstep: Class 8 contains 8986 members 
Mstep: Class 9 contains 55876 members 
Mstep: Class 10 contains 42428 members 
Mstep: Class 11 contains 19086 members 
Mstep: Class 12 contains 162259 members 
Mstep: Class 13 contains 1418 members 
Mstep: Class 14 contains 12680 members 
Mstep: Class 15 contains 13502 members 
Mstep: Class 16 contains 56857 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 1135 members 
Mstep: Class 19 contains 10173 members 
Mstep: Class 20 contains 2731 members 
Mstep: Class 21 contains 24790 members 
Mstep: Class 22 contains 2822 members 
Mstep: Class 23 contains 6783 members 
Mstep: Class 24 contains 18529 members 
Mstep: Class 25 contains 85461 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 45077 members 
Mstep: Class 28 contains 127966 members 
Mstep: Class 29 contains 86643 members 
Mstep: Class 30 contains 1449 members 
Mstep: Class 31 contains 31504 members 
Mstep: Class 32 contains 30322 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 165293 members 
Mstep: Class 36 contains 80962 members 
Mstep: Class 37 contains 14828 members 
Mstep: Class 38 contains 6184 members 
Mstep: Class 39 contains 82006 members 
Mstep: Class 40 contains 7741 members 
Mstep: Class 41 contains 19765 members 
Mstep: Class 42 contains 80119 members 
Mstep: Class 43 contains 6627 members 
Mstep: Class 44 contains 788 members 
Mstep: Class 45 contains 155802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428888.000000 Penalty: 28756.324219
Iteration 376Q: 45 clusters Score -8.742889e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 26079 members 
Mstep: Class 3 contains 96572 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 5 contains 5872 members 
Mstep: Class 6 contains 13826 members 
Mstep: Class 7 contains 88819 members 
Mstep: Class 8 contains 8988 members 
Mstep: Class 9 contains 55818 members 
Mstep: Class 10 contains 42214 members 
Mstep: Class 11 contains 19016 members 
Mstep: Class 12 contains 162504 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 12765 members 
Mstep: Class 15 contains 13554 members 
Mstep: Class 16 contains 56858 members 
Mstep: Class 17 contains 1653 members 
Mstep: Class 18 contains 1137 members 
Mstep: Class 19 contains 10198 members 
Mstep: Class 20 contains 2720 members 
Mstep: Class 21 contains 24812 members 
Mstep: Class 22 contains 2821 members 
Mstep: Class 23 contains 6917 members 
Mstep: Class 24 contains 18459 members 
Mstep: Class 25 contains 85529 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 44784 members 
Mstep: Class 28 contains 127113 members 
Mstep: Class 29 contains 86716 members 
Mstep: Class 30 contains 1447 members 
Mstep: Class 31 contains 31404 members 
Mstep: Class 32 contains 30105 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 165161 members 
Mstep: Class 36 contains 81110 members 
Mstep: Class 37 contains 14848 members 
Mstep: Class 38 contains 6223 members 
Mstep: Class 39 contains 82059 members 
Mstep: Class 40 contains 7739 members 
Mstep: Class 41 contains 19760 members 
Mstep: Class 42 contains 80131 members 
Mstep: Class 43 contains 6619 members 
Mstep: Class 44 contains 784 members 
Mstep: Class 45 contains 156998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428880.000000 Penalty: 28756.324219
Iteration 377Q: 45 clusters Score -8.742888e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 26087 members 
Mstep: Class 3 contains 96531 members 
Mstep: Class 4 contains 4197 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 13853 members 
Mstep: Class 7 contains 88766 members 
Mstep: Class 8 contains 8989 members 
Mstep: Class 9 contains 55798 members 
Mstep: Class 10 contains 41975 members 
Mstep: Class 11 contains 18945 members 
Mstep: Class 12 contains 162650 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 12852 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 56860 members 
Mstep: Class 17 contains 1656 members 
Mstep: Class 18 contains 1140 members 
Mstep: Class 19 contains 10227 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 24826 members 
Mstep: Class 22 contains 2827 members 
Mstep: Class 23 contains 7047 members 
Mstep: Class 24 contains 18389 members 
Mstep: Class 25 contains 85610 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 44424 members 
Mstep: Class 28 contains 126230 members 
Mstep: Class 29 contains 86845 members 
Mstep: Class 30 contains 1445 members 
Mstep: Class 31 contains 31305 members 
Mstep: Class 32 contains 29907 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 165004 members 
Mstep: Class 36 contains 81189 members 
Mstep: Class 37 contains 14866 members 
Mstep: Class 38 contains 6265 members 
Mstep: Class 39 contains 82226 members 
Mstep: Class 40 contains 7736 members 
Mstep: Class 41 contains 19765 members 
Mstep: Class 42 contains 80156 members 
Mstep: Class 43 contains 6610 members 
Mstep: Class 44 contains 784 members 
Mstep: Class 45 contains 158235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428864.000000 Penalty: 28756.324219
Iteration 378Q: 45 clusters Score -8.742886e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 26082 members 
Mstep: Class 3 contains 96516 members 
Mstep: Class 4 contains 4140 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 13886 members 
Mstep: Class 7 contains 88724 members 
Mstep: Class 8 contains 8987 members 
Mstep: Class 9 contains 55753 members 
Mstep: Class 10 contains 41736 members 
Mstep: Class 11 contains 18878 members 
Mstep: Class 12 contains 162895 members 
Mstep: Class 13 contains 1415 members 
Mstep: Class 14 contains 12955 members 
Mstep: Class 15 contains 13619 members 
Mstep: Class 16 contains 56864 members 
Mstep: Class 17 contains 1659 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 10242 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 21 contains 24838 members 
Mstep: Class 22 contains 2829 members 
Mstep: Class 23 contains 7184 members 
Mstep: Class 24 contains 18324 members 
Mstep: Class 25 contains 85734 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 43958 members 
Mstep: Class 28 contains 125354 members 
Mstep: Class 29 contains 86928 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 31212 members 
Mstep: Class 32 contains 29648 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 164825 members 
Mstep: Class 36 contains 81311 members 
Mstep: Class 37 contains 14884 members 
Mstep: Class 38 contains 6310 members 
Mstep: Class 39 contains 82438 members 
Mstep: Class 40 contains 7736 members 
Mstep: Class 41 contains 19764 members 
Mstep: Class 42 contains 80211 members 
Mstep: Class 43 contains 6605 members 
Mstep: Class 44 contains 780 members 
Mstep: Class 45 contains 159399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428800.000000 Penalty: 28756.324219
Iteration 379Q: 45 clusters Score -8.74288e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 26101 members 
Mstep: Class 3 contains 96503 members 
Mstep: Class 4 contains 4081 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 13913 members 
Mstep: Class 7 contains 88661 members 
Mstep: Class 8 contains 8983 members 
Mstep: Class 9 contains 55735 members 
Mstep: Class 10 contains 41521 members 
Mstep: Class 11 contains 18811 members 
Mstep: Class 12 contains 163227 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 13633 members 
Mstep: Class 16 contains 56853 members 
Mstep: Class 17 contains 1668 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 24857 members 
Mstep: Class 22 contains 2826 members 
Mstep: Class 23 contains 7302 members 
Mstep: Class 24 contains 18262 members 
Mstep: Class 25 contains 85890 members 
Mstep: Class 26 contains 1711 members 
Mstep: Class 27 contains 43441 members 
Mstep: Class 28 contains 124506 members 
Mstep: Class 29 contains 87048 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 31137 members 
Mstep: Class 32 contains 29364 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 164641 members 
Mstep: Class 36 contains 81380 members 
Mstep: Class 37 contains 14898 members 
Mstep: Class 38 contains 6355 members 
Mstep: Class 39 contains 82709 members 
Mstep: Class 40 contains 7736 members 
Mstep: Class 41 contains 19757 members 
Mstep: Class 42 contains 80263 members 
Mstep: Class 43 contains 6601 members 
Mstep: Class 44 contains 778 members 
Mstep: Class 45 contains 160453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428976.000000 Penalty: 28756.324219
Iteration 380F: 45 clusters Score -8.742898e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 26099 members 
Mstep: Class 3 contains 96506 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 88588 members 
Mstep: Class 8 contains 8984 members 
Mstep: Class 9 contains 55716 members 
Mstep: Class 10 contains 41321 members 
Mstep: Class 11 contains 18756 members 
Mstep: Class 12 contains 163482 members 
Mstep: Class 13 contains 1420 members 
Mstep: Class 14 contains 13138 members 
Mstep: Class 15 contains 13634 members 
Mstep: Class 16 contains 56874 members 
Mstep: Class 17 contains 1672 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 24874 members 
Mstep: Class 22 contains 2824 members 
Mstep: Class 23 contains 7447 members 
Mstep: Class 24 contains 18172 members 
Mstep: Class 25 contains 86033 members 
Mstep: Class 26 contains 1713 members 
Mstep: Class 27 contains 42911 members 
Mstep: Class 28 contains 123639 members 
Mstep: Class 29 contains 87145 members 
Mstep: Class 30 contains 1439 members 
Mstep: Class 31 contains 31075 members 
Mstep: Class 32 contains 29151 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 164440 members 
Mstep: Class 36 contains 81483 members 
Mstep: Class 37 contains 14921 members 
Mstep: Class 38 contains 6386 members 
Mstep: Class 39 contains 83050 members 
Mstep: Class 40 contains 7736 members 
Mstep: Class 41 contains 19748 members 
Mstep: Class 42 contains 80287 members 
Mstep: Class 43 contains 6596 members 
Mstep: Class 44 contains 777 members 
Mstep: Class 45 contains 161505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429232.000000 Penalty: 28756.324219
Iteration 381Q: 45 clusters Score -8.742923e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 26099 members 
Mstep: Class 3 contains 96515 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 5880 members 
Mstep: Class 6 contains 13929 members 
Mstep: Class 7 contains 88553 members 
Mstep: Class 8 contains 8985 members 
Mstep: Class 9 contains 55672 members 
Mstep: Class 10 contains 41145 members 
Mstep: Class 11 contains 18698 members 
Mstep: Class 12 contains 163808 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 13189 members 
Mstep: Class 15 contains 13628 members 
Mstep: Class 16 contains 56893 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 10267 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 24894 members 
Mstep: Class 22 contains 2818 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 18107 members 
Mstep: Class 25 contains 86152 members 
Mstep: Class 26 contains 1715 members 
Mstep: Class 27 contains 42357 members 
Mstep: Class 28 contains 122811 members 
Mstep: Class 29 contains 87237 members 
Mstep: Class 30 contains 1435 members 
Mstep: Class 31 contains 31020 members 
Mstep: Class 32 contains 28929 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 164163 members 
Mstep: Class 36 contains 81584 members 
Mstep: Class 37 contains 14933 members 
Mstep: Class 38 contains 6413 members 
Mstep: Class 39 contains 83443 members 
Mstep: Class 40 contains 7738 members 
Mstep: Class 41 contains 19740 members 
Mstep: Class 42 contains 80318 members 
Mstep: Class 43 contains 6592 members 
Mstep: Class 44 contains 775 members 
Mstep: Class 45 contains 162475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429088.000000 Penalty: 28756.324219
Iteration 382Q: 45 clusters Score -8.742909e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 26133 members 
Mstep: Class 3 contains 96539 members 
Mstep: Class 4 contains 3912 members 
Mstep: Class 5 contains 5885 members 
Mstep: Class 6 contains 13929 members 
Mstep: Class 7 contains 88500 members 
Mstep: Class 8 contains 8985 members 
Mstep: Class 9 contains 55610 members 
Mstep: Class 10 contains 41006 members 
Mstep: Class 11 contains 18643 members 
Mstep: Class 12 contains 163992 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 13235 members 
Mstep: Class 15 contains 13627 members 
Mstep: Class 16 contains 56893 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 18 contains 1142 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 24918 members 
Mstep: Class 22 contains 2812 members 
Mstep: Class 23 contains 7772 members 
Mstep: Class 24 contains 18063 members 
Mstep: Class 25 contains 86305 members 
Mstep: Class 26 contains 1714 members 
Mstep: Class 27 contains 41811 members 
Mstep: Class 28 contains 121991 members 
Mstep: Class 29 contains 87322 members 
Mstep: Class 30 contains 1436 members 
Mstep: Class 31 contains 30959 members 
Mstep: Class 32 contains 28709 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 163867 members 
Mstep: Class 36 contains 81707 members 
Mstep: Class 37 contains 14945 members 
Mstep: Class 38 contains 6435 members 
Mstep: Class 39 contains 83833 members 
Mstep: Class 40 contains 7729 members 
Mstep: Class 41 contains 19749 members 
Mstep: Class 42 contains 80328 members 
Mstep: Class 43 contains 6591 members 
Mstep: Class 44 contains 774 members 
Mstep: Class 45 contains 163542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428736.000000 Penalty: 28756.324219
Iteration 383Q: 45 clusters Score -8.742874e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 26160 members 
Mstep: Class 3 contains 96578 members 
Mstep: Class 4 contains 3864 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 13931 members 
Mstep: Class 7 contains 88424 members 
Mstep: Class 8 contains 8984 members 
Mstep: Class 9 contains 55582 members 
Mstep: Class 10 contains 40863 members 
Mstep: Class 11 contains 18564 members 
Mstep: Class 12 contains 164201 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 13263 members 
Mstep: Class 15 contains 13621 members 
Mstep: Class 16 contains 56886 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 10241 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 24948 members 
Mstep: Class 22 contains 2808 members 
Mstep: Class 23 contains 7979 members 
Mstep: Class 24 contains 17996 members 
Mstep: Class 25 contains 86420 members 
Mstep: Class 26 contains 1713 members 
Mstep: Class 27 contains 41230 members 
Mstep: Class 28 contains 121189 members 
Mstep: Class 29 contains 87395 members 
Mstep: Class 30 contains 1437 members 
Mstep: Class 31 contains 30894 members 
Mstep: Class 32 contains 28432 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 163592 members 
Mstep: Class 36 contains 81846 members 
Mstep: Class 37 contains 14960 members 
Mstep: Class 38 contains 6463 members 
Mstep: Class 39 contains 84284 members 
Mstep: Class 40 contains 7720 members 
Mstep: Class 41 contains 19765 members 
Mstep: Class 42 contains 80391 members 
Mstep: Class 43 contains 6589 members 
Mstep: Class 44 contains 771 members 
Mstep: Class 45 contains 164532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428392.000000 Penalty: 28756.324219
Iteration 384Q: 45 clusters Score -8.742839e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 26202 members 
Mstep: Class 3 contains 96652 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 5899 members 
Mstep: Class 6 contains 13934 members 
Mstep: Class 7 contains 88340 members 
Mstep: Class 8 contains 8980 members 
Mstep: Class 9 contains 55584 members 
Mstep: Class 10 contains 40740 members 
Mstep: Class 11 contains 18503 members 
Mstep: Class 12 contains 164424 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 13275 members 
Mstep: Class 15 contains 13600 members 
Mstep: Class 16 contains 56898 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 10212 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 24981 members 
Mstep: Class 22 contains 2799 members 
Mstep: Class 23 contains 8176 members 
Mstep: Class 24 contains 17905 members 
Mstep: Class 25 contains 86503 members 
Mstep: Class 26 contains 1713 members 
Mstep: Class 27 contains 40547 members 
Mstep: Class 28 contains 120441 members 
Mstep: Class 29 contains 87463 members 
Mstep: Class 30 contains 1438 members 
Mstep: Class 31 contains 30834 members 
Mstep: Class 32 contains 28192 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 163333 members 
Mstep: Class 36 contains 81957 members 
Mstep: Class 37 contains 14977 members 
Mstep: Class 38 contains 6496 members 
Mstep: Class 39 contains 84777 members 
Mstep: Class 40 contains 7712 members 
Mstep: Class 41 contains 19781 members 
Mstep: Class 42 contains 80478 members 
Mstep: Class 43 contains 6588 members 
Mstep: Class 44 contains 768 members 
Mstep: Class 45 contains 165477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428688.000000 Penalty: 28756.324219
Iteration 385Q: 45 clusters Score -8.742869e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 26237 members 
Mstep: Class 3 contains 96733 members 
Mstep: Class 4 contains 3766 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 13940 members 
Mstep: Class 7 contains 88249 members 
Mstep: Class 8 contains 8969 members 
Mstep: Class 9 contains 55581 members 
Mstep: Class 10 contains 40627 members 
Mstep: Class 11 contains 18441 members 
Mstep: Class 12 contains 164647 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 13305 members 
Mstep: Class 15 contains 13568 members 
Mstep: Class 16 contains 56937 members 
Mstep: Class 17 contains 1698 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 10188 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 25010 members 
Mstep: Class 22 contains 2791 members 
Mstep: Class 23 contains 8417 members 
Mstep: Class 24 contains 17817 members 
Mstep: Class 25 contains 86570 members 
Mstep: Class 26 contains 1711 members 
Mstep: Class 27 contains 39883 members 
Mstep: Class 28 contains 119709 members 
Mstep: Class 29 contains 87546 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 30747 members 
Mstep: Class 32 contains 27981 members 
Mstep: Class 33 contains 101 members 
Mstep: Class 35 contains 163081 members 
Mstep: Class 36 contains 82045 members 
Mstep: Class 37 contains 14990 members 
Mstep: Class 38 contains 6529 members 
Mstep: Class 39 contains 85281 members 
Mstep: Class 40 contains 7702 members 
Mstep: Class 41 contains 19794 members 
Mstep: Class 42 contains 80547 members 
Mstep: Class 43 contains 6589 members 
Mstep: Class 44 contains 767 members 
Mstep: Class 45 contains 166372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428304.000000 Penalty: 28756.324219
Iteration 386Q: 45 clusters Score -8.74283e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 26278 members 
Mstep: Class 3 contains 96845 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 13942 members 
Mstep: Class 7 contains 88153 members 
Mstep: Class 8 contains 8966 members 
Mstep: Class 9 contains 55542 members 
Mstep: Class 10 contains 40565 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 164782 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 13299 members 
Mstep: Class 15 contains 13546 members 
Mstep: Class 16 contains 57034 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 10164 members 
Mstep: Class 20 contains 2648 members 
Mstep: Class 21 contains 25032 members 
Mstep: Class 22 contains 2793 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 17713 members 
Mstep: Class 25 contains 86688 members 
Mstep: Class 26 contains 1708 members 
Mstep: Class 27 contains 39230 members 
Mstep: Class 28 contains 119015 members 
Mstep: Class 29 contains 87630 members 
Mstep: Class 30 contains 1439 members 
Mstep: Class 31 contains 30674 members 
Mstep: Class 32 contains 27816 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 162793 members 
Mstep: Class 36 contains 82077 members 
Mstep: Class 37 contains 14995 members 
Mstep: Class 38 contains 6556 members 
Mstep: Class 39 contains 85836 members 
Mstep: Class 40 contains 7701 members 
Mstep: Class 41 contains 19796 members 
Mstep: Class 42 contains 80571 members 
Mstep: Class 43 contains 6593 members 
Mstep: Class 44 contains 766 members 
Mstep: Class 45 contains 167223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427584.000000 Penalty: 28756.324219
Iteration 387Q: 45 clusters Score -8.742758e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 26323 members 
Mstep: Class 3 contains 96958 members 
Mstep: Class 4 contains 3657 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 13960 members 
Mstep: Class 7 contains 88107 members 
Mstep: Class 8 contains 8970 members 
Mstep: Class 9 contains 55515 members 
Mstep: Class 10 contains 40522 members 
Mstep: Class 11 contains 18352 members 
Mstep: Class 12 contains 164824 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 13283 members 
Mstep: Class 15 contains 13514 members 
Mstep: Class 16 contains 57057 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1144 members 
Mstep: Class 19 contains 10111 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 25062 members 
Mstep: Class 22 contains 2787 members 
Mstep: Class 23 contains 8911 members 
Mstep: Class 24 contains 17618 members 
Mstep: Class 25 contains 86820 members 
Mstep: Class 26 contains 1708 members 
Mstep: Class 27 contains 38569 members 
Mstep: Class 28 contains 118403 members 
Mstep: Class 29 contains 87735 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 30620 members 
Mstep: Class 32 contains 27655 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 162456 members 
Mstep: Class 36 contains 82096 members 
Mstep: Class 37 contains 15006 members 
Mstep: Class 38 contains 6581 members 
Mstep: Class 39 contains 86463 members 
Mstep: Class 40 contains 7704 members 
Mstep: Class 41 contains 19789 members 
Mstep: Class 42 contains 80576 members 
Mstep: Class 43 contains 6592 members 
Mstep: Class 44 contains 765 members 
Mstep: Class 45 contains 168041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427696.000000 Penalty: 28756.324219
Iteration 388Q: 45 clusters Score -8.74277e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 26381 members 
Mstep: Class 3 contains 97087 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 13987 members 
Mstep: Class 7 contains 88099 members 
Mstep: Class 8 contains 8974 members 
Mstep: Class 9 contains 55509 members 
Mstep: Class 10 contains 40481 members 
Mstep: Class 11 contains 18314 members 
Mstep: Class 12 contains 164792 members 
Mstep: Class 13 contains 1447 members 
Mstep: Class 14 contains 13283 members 
Mstep: Class 15 contains 13472 members 
Mstep: Class 16 contains 57089 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 25093 members 
Mstep: Class 22 contains 2791 members 
Mstep: Class 23 contains 9184 members 
Mstep: Class 24 contains 17523 members 
Mstep: Class 25 contains 86945 members 
Mstep: Class 26 contains 1706 members 
Mstep: Class 27 contains 37910 members 
Mstep: Class 28 contains 117824 members 
Mstep: Class 29 contains 87809 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 30573 members 
Mstep: Class 32 contains 27478 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 162184 members 
Mstep: Class 36 contains 82112 members 
Mstep: Class 37 contains 15016 members 
Mstep: Class 38 contains 6603 members 
Mstep: Class 39 contains 87081 members 
Mstep: Class 40 contains 7700 members 
Mstep: Class 41 contains 19788 members 
Mstep: Class 42 contains 80564 members 
Mstep: Class 43 contains 6589 members 
Mstep: Class 44 contains 765 members 
Mstep: Class 45 contains 168737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427616.000000 Penalty: 28756.324219
Iteration 389Q: 45 clusters Score -8.742762e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 26386 members 
Mstep: Class 3 contains 97244 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 14015 members 
Mstep: Class 7 contains 88108 members 
Mstep: Class 8 contains 8977 members 
Mstep: Class 9 contains 55495 members 
Mstep: Class 10 contains 40426 members 
Mstep: Class 11 contains 18279 members 
Mstep: Class 12 contains 164850 members 
Mstep: Class 13 contains 1451 members 
Mstep: Class 14 contains 13279 members 
Mstep: Class 15 contains 13420 members 
Mstep: Class 16 contains 57121 members 
Mstep: Class 17 contains 1729 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 9964 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 25131 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 9468 members 
Mstep: Class 24 contains 17414 members 
Mstep: Class 25 contains 87085 members 
Mstep: Class 26 contains 1704 members 
Mstep: Class 27 contains 37245 members 
Mstep: Class 28 contains 117234 members 
Mstep: Class 29 contains 87844 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 30518 members 
Mstep: Class 32 contains 27276 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 161956 members 
Mstep: Class 36 contains 82176 members 
Mstep: Class 37 contains 15025 members 
Mstep: Class 38 contains 6620 members 
Mstep: Class 39 contains 87646 members 
Mstep: Class 40 contains 7698 members 
Mstep: Class 41 contains 19782 members 
Mstep: Class 42 contains 80618 members 
Mstep: Class 43 contains 6583 members 
Mstep: Class 44 contains 766 members 
Mstep: Class 45 contains 169372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427648.000000 Penalty: 28756.324219
Iteration 390Q: 45 clusters Score -8.742765e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 26396 members 
Mstep: Class 3 contains 97406 members 
Mstep: Class 4 contains 3497 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 14050 members 
Mstep: Class 7 contains 88083 members 
Mstep: Class 8 contains 8972 members 
Mstep: Class 9 contains 55467 members 
Mstep: Class 10 contains 40407 members 
Mstep: Class 11 contains 18240 members 
Mstep: Class 12 contains 164859 members 
Mstep: Class 13 contains 1454 members 
Mstep: Class 14 contains 13291 members 
Mstep: Class 15 contains 13362 members 
Mstep: Class 16 contains 57144 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 9896 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 25170 members 
Mstep: Class 22 contains 2787 members 
Mstep: Class 23 contains 9747 members 
Mstep: Class 24 contains 17321 members 
Mstep: Class 25 contains 87239 members 
Mstep: Class 26 contains 1702 members 
Mstep: Class 27 contains 36566 members 
Mstep: Class 28 contains 116744 members 
Mstep: Class 29 contains 87872 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 30476 members 
Mstep: Class 32 contains 27061 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 161717 members 
Mstep: Class 36 contains 82235 members 
Mstep: Class 37 contains 15025 members 
Mstep: Class 38 contains 6638 members 
Mstep: Class 39 contains 88218 members 
Mstep: Class 40 contains 7697 members 
Mstep: Class 41 contains 19786 members 
Mstep: Class 42 contains 80704 members 
Mstep: Class 43 contains 6586 members 
Mstep: Class 44 contains 766 members 
Mstep: Class 45 contains 169940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426928.000000 Penalty: 28756.324219
Iteration 391Q: 45 clusters Score -8.742693e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 26416 members 
Mstep: Class 3 contains 97566 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 5867 members 
Mstep: Class 6 contains 14095 members 
Mstep: Class 7 contains 88057 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 55444 members 
Mstep: Class 10 contains 40386 members 
Mstep: Class 11 contains 18214 members 
Mstep: Class 12 contains 164911 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 13320 members 
Mstep: Class 15 contains 13301 members 
Mstep: Class 16 contains 57166 members 
Mstep: Class 17 contains 1737 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 9823 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 25195 members 
Mstep: Class 22 contains 2790 members 
Mstep: Class 23 contains 10034 members 
Mstep: Class 24 contains 17217 members 
Mstep: Class 25 contains 87336 members 
Mstep: Class 26 contains 1704 members 
Mstep: Class 27 contains 35894 members 
Mstep: Class 28 contains 116285 members 
Mstep: Class 29 contains 87942 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 30410 members 
Mstep: Class 32 contains 26874 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 161513 members 
Mstep: Class 36 contains 82305 members 
Mstep: Class 37 contains 15038 members 
Mstep: Class 38 contains 6650 members 
Mstep: Class 39 contains 88767 members 
Mstep: Class 40 contains 7698 members 
Mstep: Class 41 contains 19796 members 
Mstep: Class 42 contains 80767 members 
Mstep: Class 43 contains 6585 members 
Mstep: Class 44 contains 767 members 
Mstep: Class 45 contains 170368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426368.000000 Penalty: 28756.324219
Iteration 392Q: 45 clusters Score -8.742637e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 26421 members 
Mstep: Class 3 contains 97730 members 
Mstep: Class 4 contains 3418 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 14138 members 
Mstep: Class 7 contains 87999 members 
Mstep: Class 8 contains 8967 members 
Mstep: Class 9 contains 55417 members 
Mstep: Class 10 contains 40347 members 
Mstep: Class 11 contains 18197 members 
Mstep: Class 12 contains 164984 members 
Mstep: Class 13 contains 1457 members 
Mstep: Class 14 contains 13332 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 57197 members 
Mstep: Class 17 contains 1741 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 9743 members 
Mstep: Class 20 contains 2649 members 
Mstep: Class 21 contains 25233 members 
Mstep: Class 22 contains 2788 members 
Mstep: Class 23 contains 10347 members 
Mstep: Class 24 contains 17117 members 
Mstep: Class 25 contains 87423 members 
Mstep: Class 26 contains 1703 members 
Mstep: Class 27 contains 35232 members 
Mstep: Class 28 contains 115942 members 
Mstep: Class 29 contains 87983 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 30340 members 
Mstep: Class 32 contains 26684 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 161299 members 
Mstep: Class 36 contains 82408 members 
Mstep: Class 37 contains 15052 members 
Mstep: Class 38 contains 6670 members 
Mstep: Class 39 contains 89270 members 
Mstep: Class 40 contains 7699 members 
Mstep: Class 41 contains 19812 members 
Mstep: Class 42 contains 80814 members 
Mstep: Class 43 contains 6587 members 
Mstep: Class 44 contains 766 members 
Mstep: Class 45 contains 170769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425576.000000 Penalty: 28756.324219
Iteration 393Q: 45 clusters Score -8.742558e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 26396 members 
Mstep: Class 3 contains 97893 members 
Mstep: Class 4 contains 3384 members 
Mstep: Class 5 contains 5838 members 
Mstep: Class 6 contains 14193 members 
Mstep: Class 7 contains 87926 members 
Mstep: Class 8 contains 8971 members 
Mstep: Class 9 contains 55393 members 
Mstep: Class 10 contains 40342 members 
Mstep: Class 11 contains 18182 members 
Mstep: Class 12 contains 165013 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 13359 members 
Mstep: Class 15 contains 13182 members 
Mstep: Class 16 contains 57234 members 
Mstep: Class 17 contains 1748 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 9653 members 
Mstep: Class 20 contains 2651 members 
Mstep: Class 21 contains 25269 members 
Mstep: Class 22 contains 2788 members 
Mstep: Class 23 contains 10641 members 
Mstep: Class 24 contains 17017 members 
Mstep: Class 25 contains 87518 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 34588 members 
Mstep: Class 28 contains 115676 members 
Mstep: Class 29 contains 88044 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 30279 members 
Mstep: Class 32 contains 26505 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 161116 members 
Mstep: Class 36 contains 82440 members 
Mstep: Class 37 contains 15076 members 
Mstep: Class 38 contains 6696 members 
Mstep: Class 39 contains 89717 members 
Mstep: Class 40 contains 7699 members 
Mstep: Class 41 contains 19837 members 
Mstep: Class 42 contains 80865 members 
Mstep: Class 43 contains 6587 members 
Mstep: Class 44 contains 765 members 
Mstep: Class 45 contains 171119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425040.000000 Penalty: 28756.324219
Iteration 394Q: 45 clusters Score -8.742504e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 26397 members 
Mstep: Class 3 contains 98079 members 
Mstep: Class 4 contains 3350 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 14223 members 
Mstep: Class 7 contains 87856 members 
Mstep: Class 8 contains 8975 members 
Mstep: Class 9 contains 55356 members 
Mstep: Class 10 contains 40351 members 
Mstep: Class 11 contains 18162 members 
Mstep: Class 12 contains 164962 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 13122 members 
Mstep: Class 16 contains 57295 members 
Mstep: Class 17 contains 1752 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 9529 members 
Mstep: Class 20 contains 2649 members 
Mstep: Class 21 contains 25319 members 
Mstep: Class 22 contains 2779 members 
Mstep: Class 23 contains 10926 members 
Mstep: Class 24 contains 16937 members 
Mstep: Class 25 contains 87617 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 33942 members 
Mstep: Class 28 contains 115459 members 
Mstep: Class 29 contains 88104 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 30222 members 
Mstep: Class 32 contains 26330 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 160986 members 
Mstep: Class 36 contains 82467 members 
Mstep: Class 37 contains 15083 members 
Mstep: Class 38 contains 6714 members 
Mstep: Class 39 contains 90141 members 
Mstep: Class 40 contains 7703 members 
Mstep: Class 41 contains 19858 members 
Mstep: Class 42 contains 80909 members 
Mstep: Class 43 contains 6585 members 
Mstep: Class 44 contains 762 members 
Mstep: Class 45 contains 171474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424536.000000 Penalty: 28756.324219
Iteration 395Q: 45 clusters Score -8.742454e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 26372 members 
Mstep: Class 3 contains 98258 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 14258 members 
Mstep: Class 7 contains 87799 members 
Mstep: Class 8 contains 8976 members 
Mstep: Class 9 contains 55328 members 
Mstep: Class 10 contains 40376 members 
Mstep: Class 11 contains 18128 members 
Mstep: Class 12 contains 164892 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 13388 members 
Mstep: Class 15 contains 13065 members 
Mstep: Class 16 contains 57331 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 18 contains 1142 members 
Mstep: Class 19 contains 9419 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 25365 members 
Mstep: Class 22 contains 2778 members 
Mstep: Class 23 contains 11214 members 
Mstep: Class 24 contains 16896 members 
Mstep: Class 25 contains 87725 members 
Mstep: Class 26 contains 1700 members 
Mstep: Class 27 contains 33280 members 
Mstep: Class 28 contains 115337 members 
Mstep: Class 29 contains 88151 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 30162 members 
Mstep: Class 32 contains 26136 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 160917 members 
Mstep: Class 36 contains 82464 members 
Mstep: Class 37 contains 15096 members 
Mstep: Class 38 contains 6742 members 
Mstep: Class 39 contains 90569 members 
Mstep: Class 40 contains 7703 members 
Mstep: Class 41 contains 19879 members 
Mstep: Class 42 contains 80969 members 
Mstep: Class 43 contains 6587 members 
Mstep: Class 44 contains 761 members 
Mstep: Class 45 contains 171705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424024.000000 Penalty: 28756.324219
Iteration 396Q: 45 clusters Score -8.742402e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 26371 members 
Mstep: Class 3 contains 98448 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 5819 members 
Mstep: Class 6 contains 14287 members 
Mstep: Class 7 contains 87696 members 
Mstep: Class 8 contains 8985 members 
Mstep: Class 9 contains 55317 members 
Mstep: Class 10 contains 40395 members 
Mstep: Class 11 contains 18110 members 
Mstep: Class 12 contains 164828 members 
Mstep: Class 13 contains 1473 members 
Mstep: Class 14 contains 13404 members 
Mstep: Class 15 contains 13006 members 
Mstep: Class 16 contains 57412 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 1142 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 25414 members 
Mstep: Class 22 contains 2788 members 
Mstep: Class 23 contains 11528 members 
Mstep: Class 24 contains 16855 members 
Mstep: Class 25 contains 87802 members 
Mstep: Class 26 contains 1698 members 
Mstep: Class 27 contains 32610 members 
Mstep: Class 28 contains 115220 members 
Mstep: Class 29 contains 88164 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 30109 members 
Mstep: Class 32 contains 25935 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 160892 members 
Mstep: Class 36 contains 82473 members 
Mstep: Class 37 contains 15111 members 
Mstep: Class 38 contains 6772 members 
Mstep: Class 39 contains 90989 members 
Mstep: Class 40 contains 7697 members 
Mstep: Class 41 contains 19889 members 
Mstep: Class 42 contains 81026 members 
Mstep: Class 43 contains 6594 members 
Mstep: Class 44 contains 760 members 
Mstep: Class 45 contains 171827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87423192.000000 Penalty: 28756.324219
Iteration 397Q: 45 clusters Score -8.742319e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 26373 members 
Mstep: Class 3 contains 98652 members 
Mstep: Class 4 contains 3285 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 14317 members 
Mstep: Class 7 contains 87642 members 
Mstep: Class 8 contains 8991 members 
Mstep: Class 9 contains 55291 members 
Mstep: Class 10 contains 40445 members 
Mstep: Class 11 contains 18092 members 
Mstep: Class 12 contains 164786 members 
Mstep: Class 13 contains 1479 members 
Mstep: Class 14 contains 13400 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 57469 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 1142 members 
Mstep: Class 19 contains 9175 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 25475 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 11863 members 
Mstep: Class 24 contains 16785 members 
Mstep: Class 25 contains 87845 members 
Mstep: Class 26 contains 1696 members 
Mstep: Class 27 contains 31971 members 
Mstep: Class 28 contains 115115 members 
Mstep: Class 29 contains 88187 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 30062 members 
Mstep: Class 32 contains 25728 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 160876 members 
Mstep: Class 36 contains 82487 members 
Mstep: Class 37 contains 15117 members 
Mstep: Class 38 contains 6795 members 
Mstep: Class 39 contains 91355 members 
Mstep: Class 40 contains 7688 members 
Mstep: Class 41 contains 19896 members 
Mstep: Class 42 contains 81075 members 
Mstep: Class 43 contains 6600 members 
Mstep: Class 44 contains 758 members 
Mstep: Class 45 contains 171906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87423048.000000 Penalty: 28756.324219
Iteration 398Q: 45 clusters Score -8.742305e+07 nChanged 5101
Entering ConstructFrom: 
Score: -87423048.000000 Penalty: 28756.324219
Entering ConstructFrom: 
Trying to split cluster 1 (22953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Entering Unmasked Estep 
Score: -1268494.250000 Penalty: 456.874756
	Iteration 0F: 2 clusters Score -1268494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1253170.750000 Penalty: 913.749512
	Iteration 0F: 3 clusters Score -1253171 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1259444.125000 Penalty: 913.749512
	Iteration 1F: 3 clusters Score -1259444 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1259781.500000 Penalty: 913.749512
	Iteration 2Q: 3 clusters Score -1259782 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1260278.000000 Penalty: 913.749512
	Iteration 3F: 3 clusters Score -1260278 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1261058.625000 Penalty: 913.749512
	Iteration 4F: 3 clusters Score -1261059 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -1262231.625000 Penalty: 913.749512
	Iteration 5F: 3 clusters Score -1262232 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -1263747.250000 Penalty: 913.749512
	Iteration 6F: 3 clusters Score -1263747 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -1265242.375000 Penalty: 913.749512
	Iteration 7F: 3 clusters Score -1265242 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -1266369.250000 Penalty: 913.749512
	Iteration 8Q: 3 clusters Score -1266369 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -1267039.125000 Penalty: 913.749512
	Iteration 9Q: 3 clusters Score -1267039 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -1267382.125000 Penalty: 913.749512
	Iteration 10Q: 3 clusters Score -1267382 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -1267614.000000 Penalty: 913.749512
	Iteration 11Q: 3 clusters Score -1267614 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -1267785.500000 Penalty: 913.749512
	Iteration 12Q: 3 clusters Score -1267786 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -1267855.250000 Penalty: 913.749512
	Iteration 13Q: 3 clusters Score -1267855 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -1267932.625000 Penalty: 913.749512
	Iteration 14Q: 3 clusters Score -1267933 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -1267990.250000 Penalty: 913.749512
	Iteration 15Q: 3 clusters Score -1267990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -1268023.125000 Penalty: 913.749512
	Iteration 16Q: 3 clusters Score -1268023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -1268040.750000 Penalty: 913.749512
	Iteration 17Q: 3 clusters Score -1268041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -1268057.750000 Penalty: 913.749512
	Iteration 18Q: 3 clusters Score -1268058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -1268067.250000 Penalty: 913.749512
	Iteration 19Q: 3 clusters Score -1268067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -1268076.625000 Penalty: 913.749512
	Iteration 20F: 3 clusters Score -1268077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -1268084.750000 Penalty: 913.749512
	Iteration 21Q: 3 clusters Score -1268085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -1268091.125000 Penalty: 913.749512
	Iteration 22Q: 3 clusters Score -1268091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -1268097.000000 Penalty: 913.749512
	Iteration 23Q: 3 clusters Score -1268097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -1268099.500000 Penalty: 913.749512
	Iteration 24Q: 3 clusters Score -1268100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -1268103.750000 Penalty: 913.749512
	Iteration 25Q: 3 clusters Score -1268104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -1268102.500000 Penalty: 913.749512
	Iteration 26Q: 3 clusters Score -1268102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -1268102.500000 Penalty: 913.749512
	Iteration 27F: 3 clusters Score -1268102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Entering Unmasked Estep 
Score: -1490987.625000 Penalty: 463.196075
	Iteration 0F: 2 clusters Score -1490988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1473272.000000 Penalty: 926.392151
	Iteration 0F: 3 clusters Score -1473272 nChanged 12633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1481241.000000 Penalty: 926.392151
	Iteration 1F: 3 clusters Score -1481241 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1481887.375000 Penalty: 926.392151
	Iteration 2F: 3 clusters Score -1481887 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1482818.250000 Penalty: 926.392151
	Iteration 3F: 3 clusters Score -1482818 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1484051.375000 Penalty: 926.392151
	Iteration 4F: 3 clusters Score -1484051 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -1485528.000000 Penalty: 926.392151
	Iteration 5F: 3 clusters Score -1485528 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -1486908.500000 Penalty: 926.392151
	Iteration 6F: 3 clusters Score -1486908 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -1487769.625000 Penalty: 926.392151
	Iteration 7Q: 3 clusters Score -1487770 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -1488223.625000 Penalty: 926.392151
	Iteration 8Q: 3 clusters Score -1488224 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -1488566.250000 Penalty: 926.392151
	Iteration 9Q: 3 clusters Score -1488566 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -1488877.375000 Penalty: 926.392151
	Iteration 10Q: 3 clusters Score -1488877 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -1489168.250000 Penalty: 926.392151
	Iteration 11Q: 3 clusters Score -1489168 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -1489421.625000 Penalty: 926.392151
	Iteration 12Q: 3 clusters Score -1489422 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -1489657.125000 Penalty: 926.392151
	Iteration 13Q: 3 clusters Score -1489657 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -1489887.750000 Penalty: 926.392151
	Iteration 14Q: 3 clusters Score -1489888 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -1490058.375000 Penalty: 926.392151
	Iteration 15Q: 3 clusters Score -1490058 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -1490195.875000 Penalty: 926.392151
	Iteration 16Q: 3 clusters Score -1490196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -1490279.000000 Penalty: 926.392151
	Iteration 17Q: 3 clusters Score -1490279 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -1490344.375000 Penalty: 926.392151
	Iteration 18Q: 3 clusters Score -1490344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -1490402.500000 Penalty: 926.392151
	Iteration 19Q: 3 clusters Score -1490402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -1490450.250000 Penalty: 926.392151
	Iteration 20F: 3 clusters Score -1490450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -1490481.000000 Penalty: 926.392151
	Iteration 21Q: 3 clusters Score -1490481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -1490505.750000 Penalty: 926.392151
	Iteration 22Q: 3 clusters Score -1490506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -1490523.625000 Penalty: 926.392151
	Iteration 23Q: 3 clusters Score -1490524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -1490540.250000 Penalty: 926.392151
	Iteration 24Q: 3 clusters Score -1490540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -1490550.500000 Penalty: 926.392151
	Iteration 25Q: 3 clusters Score -1490550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -1490560.500000 Penalty: 926.392151
	Iteration 26Q: 3 clusters Score -1490560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -1490567.375000 Penalty: 926.392151
	Iteration 27Q: 3 clusters Score -1490567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -1490571.750000 Penalty: 926.392151
	Iteration 28Q: 3 clusters Score -1490572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -1490575.875000 Penalty: 926.392151
	Iteration 29Q: 3 clusters Score -1490576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -1490582.375000 Penalty: 926.392151
	Iteration 30Q: 3 clusters Score -1490582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -1490590.125000 Penalty: 926.392151
	Iteration 31Q: 3 clusters Score -1490590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -1490590.625000 Penalty: 926.392151
	Iteration 32Q: 3 clusters Score -1490591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -1490592.000000 Penalty: 926.392151
	Iteration 33Q: 3 clusters Score -1490592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -1490595.875000 Penalty: 926.392151
	Iteration 34Q: 3 clusters Score -1490596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -1490597.250000 Penalty: 926.392151
	Iteration 35Q: 3 clusters Score -1490597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -1490601.375000 Penalty: 926.392151
	Iteration 36Q: 3 clusters Score -1490601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -1490603.375000 Penalty: 926.392151
	Iteration 37Q: 3 clusters Score -1490603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -1490607.000000 Penalty: 926.392151
	Iteration 38Q: 3 clusters Score -1490607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -1490607.250000 Penalty: 926.392151
	Iteration 39Q: 3 clusters Score -1490607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -1490607.125000 Penalty: 926.392151
	Iteration 40F: 3 clusters Score -1490607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (98849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98849 members 
Entering Unmasked Estep 
Score: -5202492.500000 Penalty: 523.311340
	Iteration 0F: 2 clusters Score -5202492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -5136740.000000 Penalty: 1046.622681
	Iteration 0F: 3 clusters Score -5136740 nChanged 48097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -5169487.000000 Penalty: 1046.622681
	Iteration 1F: 3 clusters Score -5169487 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -5174533.000000 Penalty: 1046.622681
	Iteration 2F: 3 clusters Score -5174533 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -5181458.500000 Penalty: 1046.622681
	Iteration 3F: 3 clusters Score -5181458 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -5187989.000000 Penalty: 1046.622681
	Iteration 4F: 3 clusters Score -5187989 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 85589 members 
Entering Unmasked Estep 
Score: -5192465.000000 Penalty: 1046.622681
	Iteration 5Q: 3 clusters Score -5192465 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -5195112.500000 Penalty: 1046.622681
	Iteration 6Q: 3 clusters Score -5195112 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -5196735.000000 Penalty: 1046.622681
	Iteration 7Q: 3 clusters Score -5196735 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -5197771.500000 Penalty: 1046.622681
	Iteration 8Q: 3 clusters Score -5197772 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 93236 members 
Entering Unmasked Estep 
Score: -5198537.000000 Penalty: 1046.622681
	Iteration 9Q: 3 clusters Score -5198537 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 94228 members 
Entering Unmasked Estep 
Score: -5199236.000000 Penalty: 1046.622681
	Iteration 10Q: 3 clusters Score -5199236 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -5199846.500000 Penalty: 1046.622681
	Iteration 11Q: 3 clusters Score -5199846 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -5200387.000000 Penalty: 1046.622681
	Iteration 12Q: 3 clusters Score -5200387 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -5200738.500000 Penalty: 1046.622681
	Iteration 13Q: 3 clusters Score -5200738 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -5201003.000000 Penalty: 1046.622681
	Iteration 14Q: 3 clusters Score -5201003 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 97130 members 
Entering Unmasked Estep 
Score: -5201243.500000 Penalty: 1046.622681
	Iteration 15Q: 3 clusters Score -5201244 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 97427 members 
Entering Unmasked Estep 
Score: -5201417.500000 Penalty: 1046.622681
	Iteration 16Q: 3 clusters Score -5201418 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -5201568.000000 Penalty: 1046.622681
	Iteration 17Q: 3 clusters Score -5201568 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 97823 members 
Entering Unmasked Estep 
Score: -5201680.000000 Penalty: 1046.622681
	Iteration 18Q: 3 clusters Score -5201680 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 97961 members 
Entering Unmasked Estep 
Score: -5201765.000000 Penalty: 1046.622681
	Iteration 19Q: 3 clusters Score -5201765 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 98074 members 
Entering Unmasked Estep 
Score: -5201832.000000 Penalty: 1046.622681
	Iteration 20F: 3 clusters Score -5201832 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 98158 members 
Entering Unmasked Estep 
Score: -5201865.000000 Penalty: 1046.622681
	Iteration 21Q: 3 clusters Score -5201865 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 98226 members 
Entering Unmasked Estep 
Score: -5201893.000000 Penalty: 1046.622681
	Iteration 22Q: 3 clusters Score -5201893 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -5201915.000000 Penalty: 1046.622681
	Iteration 23Q: 3 clusters Score -5201915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -5201931.000000 Penalty: 1046.622681
	Iteration 24Q: 3 clusters Score -5201931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -5201944.500000 Penalty: 1046.622681
	Iteration 25Q: 3 clusters Score -5201944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -5201965.500000 Penalty: 1046.622681
	Iteration 26Q: 3 clusters Score -5201966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
Score: -5201980.500000 Penalty: 1046.622681
	Iteration 27Q: 3 clusters Score -5201980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 98438 members 
Entering Unmasked Estep 
Score: -5201991.000000 Penalty: 1046.622681
	Iteration 28Q: 3 clusters Score -5201991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 98450 members 
Entering Unmasked Estep 
Score: -5202003.000000 Penalty: 1046.622681
	Iteration 29Q: 3 clusters Score -5202003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 98459 members 
Entering Unmasked Estep 
Score: -5202012.500000 Penalty: 1046.622681
	Iteration 30Q: 3 clusters Score -5202012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -5202015.000000 Penalty: 1046.622681
	Iteration 31Q: 3 clusters Score -5202015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -5202026.000000 Penalty: 1046.622681
	Iteration 32Q: 3 clusters Score -5202026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 98494 members 
Entering Unmasked Estep 
Score: -5202028.000000 Penalty: 1046.622681
	Iteration 33Q: 3 clusters Score -5202028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -5202029.500000 Penalty: 1046.622681
	Iteration 34Q: 3 clusters Score -5202030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -5202028.000000 Penalty: 1046.622681
	Iteration 35Q: 3 clusters Score -5202028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
Score: -5202027.000000 Penalty: 1046.622681
	Iteration 36Q: 3 clusters Score -5202027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
Score: -5202025.500000 Penalty: 1046.622681
	Iteration 37Q: 3 clusters Score -5202026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -5202025.500000 Penalty: 1046.622681
	Iteration 38Q: 3 clusters Score -5202026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -5202025.000000 Penalty: 1046.622681
	Iteration 39Q: 3 clusters Score -5202025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -5202025.000000 Penalty: 1046.622681
	Iteration 40F: 3 clusters Score -5202025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -186987.984375 Penalty: 368.238647
	Iteration 0F: 2 clusters Score -186988 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 1671 members 
Entering Unmasked Estep 
Score: -184696.125000 Penalty: 736.477295
	Iteration 0F: 3 clusters Score -184696.1 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -185492.468750 Penalty: 736.477295
	Iteration 1F: 3 clusters Score -185492.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -185605.140625 Penalty: 736.477295
	Iteration 2F: 3 clusters Score -185605.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -185721.531250 Penalty: 736.477295
	Iteration 3F: 3 clusters Score -185721.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -185874.656250 Penalty: 736.477295
	Iteration 4F: 3 clusters Score -185874.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -186052.625000 Penalty: 736.477295
	Iteration 5F: 3 clusters Score -186052.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -186250.062500 Penalty: 736.477295
	Iteration 6F: 3 clusters Score -186250.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -186395.328125 Penalty: 736.477295
	Iteration 7Q: 3 clusters Score -186395.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -186492.968750 Penalty: 736.477295
	Iteration 8Q: 3 clusters Score -186493 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -186565.625000 Penalty: 736.477295
	Iteration 9Q: 3 clusters Score -186565.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -186605.328125 Penalty: 736.477295
	Iteration 10Q: 3 clusters Score -186605.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -186634.171875 Penalty: 736.477295
	Iteration 11Q: 3 clusters Score -186634.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -186649.328125 Penalty: 736.477295
	Iteration 12Q: 3 clusters Score -186649.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -186654.531250 Penalty: 736.477295
	Iteration 13Q: 3 clusters Score -186654.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -186655.781250 Penalty: 736.477295
	Iteration 14Q: 3 clusters Score -186655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -186657.546875 Penalty: 736.477295
	Iteration 15Q: 3 clusters Score -186657.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -186661.890625 Penalty: 736.477295
	Iteration 16Q: 3 clusters Score -186661.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -186664.250000 Penalty: 736.477295
	Iteration 17Q: 3 clusters Score -186664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -186667.312500 Penalty: 736.477295
	Iteration 18Q: 3 clusters Score -186667.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -186671.296875 Penalty: 736.477295
	Iteration 19Q: 3 clusters Score -186671.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -186672.015625 Penalty: 736.477295
	Iteration 20F: 3 clusters Score -186672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -186672.953125 Penalty: 736.477295
	Iteration 21Q: 3 clusters Score -186673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -186674.890625 Penalty: 736.477295
	Iteration 22Q: 3 clusters Score -186674.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -186676.843750 Penalty: 736.477295
	Iteration 23Q: 3 clusters Score -186676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -186679.546875 Penalty: 736.477295
	Iteration 24Q: 3 clusters Score -186679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -186680.093750 Penalty: 736.477295
	Iteration 25Q: 3 clusters Score -186680.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -186680.093750 Penalty: 736.477295
	Iteration 26F: 3 clusters Score -186680.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Entering Unmasked Estep 
Score: -302148.750000 Penalty: 394.254028
	Iteration 0F: 2 clusters Score -302148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -298192.437500 Penalty: 788.508057
	Iteration 0F: 3 clusters Score -298192.4 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -299784.312500 Penalty: 788.508057
	Iteration 1F: 3 clusters Score -299784.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -300080.750000 Penalty: 788.508057
	Iteration 2F: 3 clusters Score -300080.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -300401.781250 Penalty: 788.508057
	Iteration 3F: 3 clusters Score -300401.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -300688.250000 Penalty: 788.508057
	Iteration 4F: 3 clusters Score -300688.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -300907.500000 Penalty: 788.508057
	Iteration 5F: 3 clusters Score -300907.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -301052.531250 Penalty: 788.508057
	Iteration 6Q: 3 clusters Score -301052.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -301137.906250 Penalty: 788.508057
	Iteration 7Q: 3 clusters Score -301137.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -301191.562500 Penalty: 788.508057
	Iteration 8Q: 3 clusters Score -301191.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -301229.218750 Penalty: 788.508057
	Iteration 9Q: 3 clusters Score -301229.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -301261.875000 Penalty: 788.508057
	Iteration 10Q: 3 clusters Score -301261.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -301299.625000 Penalty: 788.508057
	Iteration 11Q: 3 clusters Score -301299.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -301340.687500 Penalty: 788.508057
	Iteration 12Q: 3 clusters Score -301340.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -301386.375000 Penalty: 788.508057
	Iteration 13Q: 3 clusters Score -301386.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -301428.937500 Penalty: 788.508057
	Iteration 14Q: 3 clusters Score -301428.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -301471.593750 Penalty: 788.508057
	Iteration 15Q: 3 clusters Score -301471.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -301511.031250 Penalty: 788.508057
	Iteration 16Q: 3 clusters Score -301511 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -301549.437500 Penalty: 788.508057
	Iteration 17Q: 3 clusters Score -301549.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -301577.218750 Penalty: 788.508057
	Iteration 18Q: 3 clusters Score -301577.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -301599.625000 Penalty: 788.508057
	Iteration 19Q: 3 clusters Score -301599.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -301615.062500 Penalty: 788.508057
	Iteration 20F: 3 clusters Score -301615.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -301628.031250 Penalty: 788.508057
	Iteration 21Q: 3 clusters Score -301628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -301640.187500 Penalty: 788.508057
	Iteration 22Q: 3 clusters Score -301640.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -301647.156250 Penalty: 788.508057
	Iteration 23Q: 3 clusters Score -301647.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -301652.625000 Penalty: 788.508057
	Iteration 24Q: 3 clusters Score -301652.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -301656.531250 Penalty: 788.508057
	Iteration 25Q: 3 clusters Score -301656.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -301660.125000 Penalty: 788.508057
	Iteration 26Q: 3 clusters Score -301660.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -301664.375000 Penalty: 788.508057
	Iteration 27Q: 3 clusters Score -301664.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -301667.062500 Penalty: 788.508057
	Iteration 28Q: 3 clusters Score -301667.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -301670.781250 Penalty: 788.508057
	Iteration 29Q: 3 clusters Score -301670.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -301672.125000 Penalty: 788.508057
	Iteration 30Q: 3 clusters Score -301672.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -301674.968750 Penalty: 788.508057
	Iteration 31Q: 3 clusters Score -301675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -301680.125000 Penalty: 788.508057
	Iteration 32Q: 3 clusters Score -301680.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -301684.281250 Penalty: 788.508057
	Iteration 33Q: 3 clusters Score -301684.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -301689.000000 Penalty: 788.508057
	Iteration 34Q: 3 clusters Score -301689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -301693.750000 Penalty: 788.508057
	Iteration 35Q: 3 clusters Score -301693.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -301697.718750 Penalty: 788.508057
	Iteration 36Q: 3 clusters Score -301697.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -301700.875000 Penalty: 788.508057
	Iteration 37Q: 3 clusters Score -301700.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -301703.312500 Penalty: 788.508057
	Iteration 38Q: 3 clusters Score -301703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -301704.625000 Penalty: 788.508057
	Iteration 39Q: 3 clusters Score -301704.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -301707.093750 Penalty: 788.508057
	Iteration 40F: 3 clusters Score -301707.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -301708.656250 Penalty: 788.508057
	Iteration 41Q: 3 clusters Score -301708.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -301711.625000 Penalty: 788.508057
	Iteration 42Q: 3 clusters Score -301711.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -301712.312500 Penalty: 788.508057
	Iteration 43Q: 3 clusters Score -301712.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -301714.250000 Penalty: 788.508057
	Iteration 44Q: 3 clusters Score -301714.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -301716.562500 Penalty: 788.508057
	Iteration 45Q: 3 clusters Score -301716.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -301718.750000 Penalty: 788.508057
	Iteration 46Q: 3 clusters Score -301718.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -301720.812500 Penalty: 788.508057
	Iteration 47Q: 3 clusters Score -301720.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -301723.406250 Penalty: 788.508057
	Iteration 48Q: 3 clusters Score -301723.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -301726.687500 Penalty: 788.508057
	Iteration 49Q: 3 clusters Score -301726.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -301728.656250 Penalty: 788.508057
	Iteration 50Q: 3 clusters Score -301728.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -301731.625000 Penalty: 788.508057
	Iteration 51Q: 3 clusters Score -301731.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -301732.968750 Penalty: 788.508057
	Iteration 52Q: 3 clusters Score -301733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -301734.093750 Penalty: 788.508057
	Iteration 53Q: 3 clusters Score -301734.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -301735.843750 Penalty: 788.508057
	Iteration 54Q: 3 clusters Score -301735.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -301738.218750 Penalty: 788.508057
	Iteration 55Q: 3 clusters Score -301738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -301739.625000 Penalty: 788.508057
	Iteration 56Q: 3 clusters Score -301739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -301739.656250 Penalty: 788.508057
	Iteration 57Q: 3 clusters Score -301739.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -301739.437500 Penalty: 788.508057
	Iteration 58Q: 3 clusters Score -301739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -301739.562500 Penalty: 788.508057
	Iteration 59Q: 3 clusters Score -301739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -301739.937500 Penalty: 788.508057
	Iteration 60F: 3 clusters Score -301739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -301740.187500 Penalty: 788.508057
	Iteration 61Q: 3 clusters Score -301740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -301740.875000 Penalty: 788.508057
	Iteration 62Q: 3 clusters Score -301740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -301741.125000 Penalty: 788.508057
	Iteration 63Q: 3 clusters Score -301741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -301741.937500 Penalty: 788.508057
	Iteration 64Q: 3 clusters Score -301741.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -301742.687500 Penalty: 788.508057
	Iteration 65Q: 3 clusters Score -301742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -301742.906250 Penalty: 788.508057
	Iteration 66Q: 3 clusters Score -301742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -301743.125000 Penalty: 788.508057
	Iteration 67Q: 3 clusters Score -301743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -301743.218750 Penalty: 788.508057
	Iteration 68Q: 3 clusters Score -301743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -301743.250000 Penalty: 788.508057
	Iteration 69Q: 3 clusters Score -301743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -301743.468750 Penalty: 788.508057
	Iteration 70Q: 3 clusters Score -301743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -301743.750000 Penalty: 788.508057
	Iteration 71Q: 3 clusters Score -301743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -301744.218750 Penalty: 788.508057
	Iteration 72Q: 3 clusters Score -301744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -301744.968750 Penalty: 788.508057
	Iteration 73Q: 3 clusters Score -301745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -301745.437500 Penalty: 788.508057
	Iteration 74Q: 3 clusters Score -301745.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -301745.593750 Penalty: 788.508057
	Iteration 75Q: 3 clusters Score -301745.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -301746.281250 Penalty: 788.508057
	Iteration 76Q: 3 clusters Score -301746.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -301748.156250 Penalty: 788.508057
	Iteration 77Q: 3 clusters Score -301748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -301748.156250 Penalty: 788.508057
	Iteration 78Q: 3 clusters Score -301748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -301748.156250 Penalty: 788.508057
	Iteration 79Q: 3 clusters Score -301748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -301748.062500 Penalty: 788.508057
	Iteration 80F: 3 clusters Score -301748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -301748.281250 Penalty: 788.508057
	Iteration 81Q: 3 clusters Score -301748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -301748.500000 Penalty: 788.508057
	Iteration 82Q: 3 clusters Score -301748.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -301748.687500 Penalty: 788.508057
	Iteration 83Q: 3 clusters Score -301748.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -301749.843750 Penalty: 788.508057
	Iteration 84Q: 3 clusters Score -301749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -301751.031250 Penalty: 788.508057
	Iteration 85Q: 3 clusters Score -301751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -301751.312500 Penalty: 788.508057
	Iteration 86Q: 3 clusters Score -301751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -301751.937500 Penalty: 788.508057
	Iteration 87Q: 3 clusters Score -301751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -301753.437500 Penalty: 788.508057
	Iteration 88Q: 3 clusters Score -301753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -301753.125000 Penalty: 788.508057
	Iteration 89Q: 3 clusters Score -301753.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -301754.250000 Penalty: 788.508057
	Iteration 90Q: 3 clusters Score -301754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -301754.375000 Penalty: 788.508057
	Iteration 91Q: 3 clusters Score -301754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -301754.406250 Penalty: 788.508057
	Iteration 92Q: 3 clusters Score -301754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -301754.406250 Penalty: 788.508057
	Iteration 93F: 3 clusters Score -301754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Entering Unmasked Estep 
Score: -824579.812500 Penalty: 435.471771
	Iteration 0F: 2 clusters Score -824579.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -815072.312500 Penalty: 870.943542
	Iteration 0F: 3 clusters Score -815072.3 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -818757.375000 Penalty: 870.943542
	Iteration 1F: 3 clusters Score -818757.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -818994.812500 Penalty: 870.943542
	Iteration 2Q: 3 clusters Score -818994.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -819291.625000 Penalty: 870.943542
	Iteration 3Q: 3 clusters Score -819291.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -819635.375000 Penalty: 870.943542
	Iteration 4F: 3 clusters Score -819635.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -820069.187500 Penalty: 870.943542
	Iteration 5F: 3 clusters Score -820069.2 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -820664.250000 Penalty: 870.943542
	Iteration 6F: 3 clusters Score -820664.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -821419.312500 Penalty: 870.943542
	Iteration 7F: 3 clusters Score -821419.3 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -822213.250000 Penalty: 870.943542
	Iteration 8F: 3 clusters Score -822213.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -822959.312500 Penalty: 870.943542
	Iteration 9F: 3 clusters Score -822959.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -823489.687500 Penalty: 870.943542
	Iteration 10Q: 3 clusters Score -823489.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -823756.125000 Penalty: 870.943542
	Iteration 11Q: 3 clusters Score -823756.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -823891.062500 Penalty: 870.943542
	Iteration 12Q: 3 clusters Score -823891.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -823987.750000 Penalty: 870.943542
	Iteration 13Q: 3 clusters Score -823987.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -824067.750000 Penalty: 870.943542
	Iteration 14Q: 3 clusters Score -824067.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -824115.000000 Penalty: 870.943542
	Iteration 15Q: 3 clusters Score -824115 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -824144.375000 Penalty: 870.943542
	Iteration 16Q: 3 clusters Score -824144.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -824161.812500 Penalty: 870.943542
	Iteration 17Q: 3 clusters Score -824161.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -824171.375000 Penalty: 870.943542
	Iteration 18Q: 3 clusters Score -824171.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -824178.500000 Penalty: 870.943542
	Iteration 19Q: 3 clusters Score -824178.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -824185.500000 Penalty: 870.943542
	Iteration 20F: 3 clusters Score -824185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -824188.437500 Penalty: 870.943542
	Iteration 21Q: 3 clusters Score -824188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -824188.437500 Penalty: 870.943542
	Iteration 22F: 3 clusters Score -824188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (87598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87598 members 
Entering Unmasked Estep 
Score: -4844199.000000 Penalty: 517.813354
	Iteration 0F: 2 clusters Score -4844199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -4786011.000000 Penalty: 1035.626709
	Iteration 0F: 3 clusters Score -4786011 nChanged 42930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -4811379.500000 Penalty: 1035.626709
	Iteration 1F: 3 clusters Score -4811380 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4812505.000000 Penalty: 1035.626709
	Iteration 2Q: 3 clusters Score -4812505 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -4814762.000000 Penalty: 1035.626709
	Iteration 3F: 3 clusters Score -4814762 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61583 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -4818967.000000 Penalty: 1035.626709
	Iteration 4F: 3 clusters Score -4818967 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4825611.000000 Penalty: 1035.626709
	Iteration 5F: 3 clusters Score -4825611 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76543 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4833216.500000 Penalty: 1035.626709
	Iteration 6F: 3 clusters Score -4833216 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -4838734.500000 Penalty: 1035.626709
	Iteration 7F: 3 clusters Score -4838734 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4841511.000000 Penalty: 1035.626709
	Iteration 8Q: 3 clusters Score -4841511 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4842704.000000 Penalty: 1035.626709
	Iteration 9Q: 3 clusters Score -4842704 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4843173.000000 Penalty: 1035.626709
	Iteration 10Q: 3 clusters Score -4843173 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4843425.000000 Penalty: 1035.626709
	Iteration 11Q: 3 clusters Score -4843425 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4843526.000000 Penalty: 1035.626709
	Iteration 12Q: 3 clusters Score -4843526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4843607.000000 Penalty: 1035.626709
	Iteration 13Q: 3 clusters Score -4843607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4843656.000000 Penalty: 1035.626709
	Iteration 14Q: 3 clusters Score -4843656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4843679.500000 Penalty: 1035.626709
	Iteration 15Q: 3 clusters Score -4843680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4843709.500000 Penalty: 1035.626709
	Iteration 16Q: 3 clusters Score -4843710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4843719.500000 Penalty: 1035.626709
	Iteration 17Q: 3 clusters Score -4843720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4843719.500000 Penalty: 1035.626709
	Iteration 18Q: 3 clusters Score -4843720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4843718.000000 Penalty: 1035.626709
	Iteration 19Q: 3 clusters Score -4843718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4843727.500000 Penalty: 1035.626709
	Iteration 20F: 3 clusters Score -4843728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87382 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4843730.000000 Penalty: 1035.626709
	Iteration 21Q: 3 clusters Score -4843730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4843732.500000 Penalty: 1035.626709
	Iteration 22Q: 3 clusters Score -4843732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87388 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4843736.000000 Penalty: 1035.626709
	Iteration 23Q: 3 clusters Score -4843736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87394 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4843745.000000 Penalty: 1035.626709
	Iteration 24Q: 3 clusters Score -4843745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4843748.500000 Penalty: 1035.626709
	Iteration 25Q: 3 clusters Score -4843748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4843752.500000 Penalty: 1035.626709
	Iteration 26Q: 3 clusters Score -4843752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4843758.500000 Penalty: 1035.626709
	Iteration 27Q: 3 clusters Score -4843758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4843759.000000 Penalty: 1035.626709
	Iteration 28Q: 3 clusters Score -4843759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87417 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4843765.500000 Penalty: 1035.626709
	Iteration 29Q: 3 clusters Score -4843766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87423 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4843769.500000 Penalty: 1035.626709
	Iteration 30Q: 3 clusters Score -4843770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4843769.000000 Penalty: 1035.626709
	Iteration 31Q: 3 clusters Score -4843769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4843774.000000 Penalty: 1035.626709
	Iteration 32Q: 3 clusters Score -4843774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4843773.000000 Penalty: 1035.626709
	Iteration 33Q: 3 clusters Score -4843773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4843775.500000 Penalty: 1035.626709
	Iteration 34Q: 3 clusters Score -4843776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4843775.500000 Penalty: 1035.626709
	Iteration 35F: 3 clusters Score -4843776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Entering Unmasked Estep 
Score: -485705.437500 Penalty: 414.276581
	Iteration 0F: 2 clusters Score -485705.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -479668.093750 Penalty: 828.553162
	Iteration 0F: 3 clusters Score -479668.1 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -482212.031250 Penalty: 828.553162
	Iteration 1F: 3 clusters Score -482212 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -482558.656250 Penalty: 828.553162
	Iteration 2F: 3 clusters Score -482558.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -482965.687500 Penalty: 828.553162
	Iteration 3F: 3 clusters Score -482965.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -483445.781250 Penalty: 828.553162
	Iteration 4F: 3 clusters Score -483445.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -484007.500000 Penalty: 828.553162
	Iteration 5F: 3 clusters Score -484007.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -484533.906250 Penalty: 828.553162
	Iteration 6F: 3 clusters Score -484533.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -484844.906250 Penalty: 828.553162
	Iteration 7Q: 3 clusters Score -484844.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -485032.468750 Penalty: 828.553162
	Iteration 8Q: 3 clusters Score -485032.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -485126.875000 Penalty: 828.553162
	Iteration 9Q: 3 clusters Score -485126.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -485204.218750 Penalty: 828.553162
	Iteration 10Q: 3 clusters Score -485204.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -485256.250000 Penalty: 828.553162
	Iteration 11Q: 3 clusters Score -485256.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -485297.093750 Penalty: 828.553162
	Iteration 12Q: 3 clusters Score -485297.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -485317.781250 Penalty: 828.553162
	Iteration 13Q: 3 clusters Score -485317.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -485335.937500 Penalty: 828.553162
	Iteration 14Q: 3 clusters Score -485335.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -485344.593750 Penalty: 828.553162
	Iteration 15Q: 3 clusters Score -485344.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -485356.812500 Penalty: 828.553162
	Iteration 16Q: 3 clusters Score -485356.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -485365.656250 Penalty: 828.553162
	Iteration 17Q: 3 clusters Score -485365.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -485373.062500 Penalty: 828.553162
	Iteration 18Q: 3 clusters Score -485373.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -485376.750000 Penalty: 828.553162
	Iteration 19Q: 3 clusters Score -485376.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -485383.500000 Penalty: 828.553162
	Iteration 20F: 3 clusters Score -485383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -485387.531250 Penalty: 828.553162
	Iteration 21Q: 3 clusters Score -485387.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -485390.406250 Penalty: 828.553162
	Iteration 22Q: 3 clusters Score -485390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -485392.031250 Penalty: 828.553162
	Iteration 23Q: 3 clusters Score -485392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -485393.031250 Penalty: 828.553162
	Iteration 24Q: 3 clusters Score -485393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -485394.156250 Penalty: 828.553162
	Iteration 25Q: 3 clusters Score -485394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -485395.281250 Penalty: 828.553162
	Iteration 26Q: 3 clusters Score -485395.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -485396.968750 Penalty: 828.553162
	Iteration 27Q: 3 clusters Score -485397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -485399.031250 Penalty: 828.553162
	Iteration 28Q: 3 clusters Score -485399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -485400.500000 Penalty: 828.553162
	Iteration 29Q: 3 clusters Score -485400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -485402.906250 Penalty: 828.553162
	Iteration 30Q: 3 clusters Score -485402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -485403.593750 Penalty: 828.553162
	Iteration 31Q: 3 clusters Score -485403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -485403.593750 Penalty: 828.553162
	Iteration 32F: 3 clusters Score -485403.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Entering Unmasked Estep 
Score: -3087684.000000 Penalty: 496.851105
	Iteration 0F: 2 clusters Score -3087684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -3050609.250000 Penalty: 993.702209
	Iteration 0F: 3 clusters Score -3050609 nChanged 26754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -3067907.500000 Penalty: 993.702209
	Iteration 1F: 3 clusters Score -3067908 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -3069489.750000 Penalty: 993.702209
	Iteration 2F: 3 clusters Score -3069490 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -3071950.500000 Penalty: 993.702209
	Iteration 3F: 3 clusters Score -3071950 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -3075571.250000 Penalty: 993.702209
	Iteration 4F: 3 clusters Score -3075571 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -3079790.500000 Penalty: 993.702209
	Iteration 5F: 3 clusters Score -3079790 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -3082835.500000 Penalty: 993.702209
	Iteration 6Q: 3 clusters Score -3082836 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -3084207.750000 Penalty: 993.702209
	Iteration 7Q: 3 clusters Score -3084208 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -3084865.250000 Penalty: 993.702209
	Iteration 8Q: 3 clusters Score -3084865 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -3085278.000000 Penalty: 993.702209
	Iteration 9Q: 3 clusters Score -3085278 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -3085590.750000 Penalty: 993.702209
	Iteration 10Q: 3 clusters Score -3085591 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -3085831.250000 Penalty: 993.702209
	Iteration 11Q: 3 clusters Score -3085831 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -3085998.000000 Penalty: 993.702209
	Iteration 12Q: 3 clusters Score -3085998 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -3086133.750000 Penalty: 993.702209
	Iteration 13Q: 3 clusters Score -3086134 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -3086238.750000 Penalty: 993.702209
	Iteration 14Q: 3 clusters Score -3086239 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -3086324.000000 Penalty: 993.702209
	Iteration 15Q: 3 clusters Score -3086324 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -3086394.500000 Penalty: 993.702209
	Iteration 16Q: 3 clusters Score -3086394 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -3086452.000000 Penalty: 993.702209
	Iteration 17Q: 3 clusters Score -3086452 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -3086498.000000 Penalty: 993.702209
	Iteration 18Q: 3 clusters Score -3086498 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -3086544.250000 Penalty: 993.702209
	Iteration 19Q: 3 clusters Score -3086544 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -3086598.000000 Penalty: 993.702209
	Iteration 20F: 3 clusters Score -3086598 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -3086649.500000 Penalty: 993.702209
	Iteration 21Q: 3 clusters Score -3086650 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -3086693.250000 Penalty: 993.702209
	Iteration 22Q: 3 clusters Score -3086693 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -3086735.500000 Penalty: 993.702209
	Iteration 23Q: 3 clusters Score -3086736 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -3086780.000000 Penalty: 993.702209
	Iteration 24Q: 3 clusters Score -3086780 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -3086825.500000 Penalty: 993.702209
	Iteration 25Q: 3 clusters Score -3086826 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -3086869.500000 Penalty: 993.702209
	Iteration 26Q: 3 clusters Score -3086870 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -3086907.750000 Penalty: 993.702209
	Iteration 27Q: 3 clusters Score -3086908 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -3086941.750000 Penalty: 993.702209
	Iteration 28Q: 3 clusters Score -3086942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -3086973.000000 Penalty: 993.702209
	Iteration 29Q: 3 clusters Score -3086973 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -3087007.750000 Penalty: 993.702209
	Iteration 30Q: 3 clusters Score -3087008 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -3087049.250000 Penalty: 993.702209
	Iteration 31Q: 3 clusters Score -3087049 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -3087084.000000 Penalty: 993.702209
	Iteration 32Q: 3 clusters Score -3087084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -3087124.750000 Penalty: 993.702209
	Iteration 33Q: 3 clusters Score -3087125 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -3087154.000000 Penalty: 993.702209
	Iteration 34Q: 3 clusters Score -3087154 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -3087175.500000 Penalty: 993.702209
	Iteration 35Q: 3 clusters Score -3087176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -3087191.250000 Penalty: 993.702209
	Iteration 36Q: 3 clusters Score -3087191 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -3087214.750000 Penalty: 993.702209
	Iteration 37Q: 3 clusters Score -3087215 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -3087221.250000 Penalty: 993.702209
	Iteration 38Q: 3 clusters Score -3087221 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -3087227.000000 Penalty: 993.702209
	Iteration 39Q: 3 clusters Score -3087227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -3087231.500000 Penalty: 993.702209
	Iteration 40F: 3 clusters Score -3087232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -3087238.250000 Penalty: 993.702209
	Iteration 41Q: 3 clusters Score -3087238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -3087246.750000 Penalty: 993.702209
	Iteration 42Q: 3 clusters Score -3087247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -3087252.500000 Penalty: 993.702209
	Iteration 43Q: 3 clusters Score -3087252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -3087260.500000 Penalty: 993.702209
	Iteration 44Q: 3 clusters Score -3087260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -3087267.250000 Penalty: 993.702209
	Iteration 45Q: 3 clusters Score -3087267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -3087267.000000 Penalty: 993.702209
	Iteration 46Q: 3 clusters Score -3087267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -3087272.750000 Penalty: 993.702209
	Iteration 47Q: 3 clusters Score -3087273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -3087277.250000 Penalty: 993.702209
	Iteration 48Q: 3 clusters Score -3087277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -3087281.250000 Penalty: 993.702209
	Iteration 49Q: 3 clusters Score -3087281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -3087283.500000 Penalty: 993.702209
	Iteration 50Q: 3 clusters Score -3087284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -3087285.000000 Penalty: 993.702209
	Iteration 51Q: 3 clusters Score -3087285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -3087288.000000 Penalty: 993.702209
	Iteration 52Q: 3 clusters Score -3087288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -3087287.250000 Penalty: 993.702209
	Iteration 53Q: 3 clusters Score -3087287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -3087292.250000 Penalty: 993.702209
	Iteration 54Q: 3 clusters Score -3087292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -3087289.000000 Penalty: 993.702209
	Iteration 55Q: 3 clusters Score -3087289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -3087288.500000 Penalty: 993.702209
	Iteration 56Q: 3 clusters Score -3087288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -3087290.000000 Penalty: 993.702209
	Iteration 57Q: 3 clusters Score -3087290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -3087292.750000 Penalty: 993.702209
	Iteration 58Q: 3 clusters Score -3087293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -3087287.000000 Penalty: 993.702209
	Iteration 59Q: 3 clusters Score -3087287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -3087286.000000 Penalty: 993.702209
	Iteration 60F: 3 clusters Score -3087286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -3087286.500000 Penalty: 993.702209
	Iteration 61Q: 3 clusters Score -3087286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -3087289.500000 Penalty: 993.702209
	Iteration 62Q: 3 clusters Score -3087290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -3087288.500000 Penalty: 993.702209
	Iteration 63Q: 3 clusters Score -3087288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -3087286.750000 Penalty: 993.702209
	Iteration 64Q: 3 clusters Score -3087287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -3087286.750000 Penalty: 993.702209
	Iteration 65F: 3 clusters Score -3087287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Entering Unmasked Estep 
Score: -2143779.750000 Penalty: 482.693024
	Iteration 0F: 2 clusters Score -2143780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2116998.250000 Penalty: 965.386047
	Iteration 0F: 3 clusters Score -2116998 nChanged 19328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2128444.750000 Penalty: 965.386047
	Iteration 1F: 3 clusters Score -2128445 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2129218.000000 Penalty: 965.386047
	Iteration 2Q: 3 clusters Score -2129218 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2130366.250000 Penalty: 965.386047
	Iteration 3F: 3 clusters Score -2130366 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2131971.500000 Penalty: 965.386047
	Iteration 4F: 3 clusters Score -2131972 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2133945.750000 Penalty: 965.386047
	Iteration 5F: 3 clusters Score -2133946 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2135864.000000 Penalty: 965.386047
	Iteration 6F: 3 clusters Score -2135864 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2137425.000000 Penalty: 965.386047
	Iteration 7F: 3 clusters Score -2137425 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2138477.500000 Penalty: 965.386047
	Iteration 8Q: 3 clusters Score -2138478 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2139232.750000 Penalty: 965.386047
	Iteration 9Q: 3 clusters Score -2139233 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2139811.500000 Penalty: 965.386047
	Iteration 10Q: 3 clusters Score -2139812 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2140328.500000 Penalty: 965.386047
	Iteration 11Q: 3 clusters Score -2140328 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2140808.250000 Penalty: 965.386047
	Iteration 12Q: 3 clusters Score -2140808 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2141250.500000 Penalty: 965.386047
	Iteration 13Q: 3 clusters Score -2141250 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2141660.750000 Penalty: 965.386047
	Iteration 14Q: 3 clusters Score -2141661 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2142025.500000 Penalty: 965.386047
	Iteration 15Q: 3 clusters Score -2142026 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2142316.000000 Penalty: 965.386047
	Iteration 16Q: 3 clusters Score -2142316 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2142585.750000 Penalty: 965.386047
	Iteration 17Q: 3 clusters Score -2142586 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2142812.000000 Penalty: 965.386047
	Iteration 18Q: 3 clusters Score -2142812 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2143000.000000 Penalty: 965.386047
	Iteration 19Q: 3 clusters Score -2143000 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2143127.500000 Penalty: 965.386047
	Iteration 20F: 3 clusters Score -2143128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2143200.000000 Penalty: 965.386047
	Iteration 21Q: 3 clusters Score -2143200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2143239.250000 Penalty: 965.386047
	Iteration 22Q: 3 clusters Score -2143239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2143269.250000 Penalty: 965.386047
	Iteration 23Q: 3 clusters Score -2143269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2143283.000000 Penalty: 965.386047
	Iteration 24Q: 3 clusters Score -2143283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2143306.000000 Penalty: 965.386047
	Iteration 25Q: 3 clusters Score -2143306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2143331.500000 Penalty: 965.386047
	Iteration 26Q: 3 clusters Score -2143332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2143351.750000 Penalty: 965.386047
	Iteration 27Q: 3 clusters Score -2143352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2143369.000000 Penalty: 965.386047
	Iteration 28Q: 3 clusters Score -2143369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2143380.000000 Penalty: 965.386047
	Iteration 29Q: 3 clusters Score -2143380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2143386.250000 Penalty: 965.386047
	Iteration 30Q: 3 clusters Score -2143386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2143393.250000 Penalty: 965.386047
	Iteration 31Q: 3 clusters Score -2143393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2143397.750000 Penalty: 965.386047
	Iteration 32Q: 3 clusters Score -2143398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2143397.750000 Penalty: 965.386047
	Iteration 33Q: 3 clusters Score -2143398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2143399.250000 Penalty: 965.386047
	Iteration 34Q: 3 clusters Score -2143399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2143403.250000 Penalty: 965.386047
	Iteration 35Q: 3 clusters Score -2143403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2143403.250000 Penalty: 965.386047
	Iteration 36Q: 3 clusters Score -2143403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2143403.000000 Penalty: 965.386047
	Iteration 37Q: 3 clusters Score -2143403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2143403.000000 Penalty: 965.386047
	Iteration 38F: 3 clusters Score -2143403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Entering Unmasked Estep 
Score: -949373.875000 Penalty: 446.019073
	Iteration 0F: 2 clusters Score -949373.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -937295.437500 Penalty: 892.038147
	Iteration 0F: 3 clusters Score -937295.4 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -942329.000000 Penalty: 892.038147
	Iteration 1F: 3 clusters Score -942329 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -942724.125000 Penalty: 892.038147
	Iteration 2Q: 3 clusters Score -942724.1 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -943350.187500 Penalty: 892.038147
	Iteration 3F: 3 clusters Score -943350.2 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -944362.187500 Penalty: 892.038147
	Iteration 4F: 3 clusters Score -944362.2 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -945545.187500 Penalty: 892.038147
	Iteration 5F: 3 clusters Score -945545.2 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -946532.187500 Penalty: 892.038147
	Iteration 6F: 3 clusters Score -946532.2 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -947003.625000 Penalty: 892.038147
	Iteration 7F: 3 clusters Score -947003.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -947186.625000 Penalty: 892.038147
	Iteration 8Q: 3 clusters Score -947186.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -947270.500000 Penalty: 892.038147
	Iteration 9Q: 3 clusters Score -947270.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -947331.937500 Penalty: 892.038147
	Iteration 10Q: 3 clusters Score -947331.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -947376.125000 Penalty: 892.038147
	Iteration 11Q: 3 clusters Score -947376.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -947416.375000 Penalty: 892.038147
	Iteration 12Q: 3 clusters Score -947416.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -947458.625000 Penalty: 892.038147
	Iteration 13Q: 3 clusters Score -947458.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -947503.062500 Penalty: 892.038147
	Iteration 14Q: 3 clusters Score -947503.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -947539.250000 Penalty: 892.038147
	Iteration 15Q: 3 clusters Score -947539.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -947571.812500 Penalty: 892.038147
	Iteration 16Q: 3 clusters Score -947571.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -947594.250000 Penalty: 892.038147
	Iteration 17Q: 3 clusters Score -947594.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -947616.250000 Penalty: 892.038147
	Iteration 18Q: 3 clusters Score -947616.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -947641.250000 Penalty: 892.038147
	Iteration 19Q: 3 clusters Score -947641.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -947665.500000 Penalty: 892.038147
	Iteration 20F: 3 clusters Score -947665.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -947690.000000 Penalty: 892.038147
	Iteration 21Q: 3 clusters Score -947690 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -947714.250000 Penalty: 892.038147
	Iteration 22Q: 3 clusters Score -947714.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -947742.187500 Penalty: 892.038147
	Iteration 23Q: 3 clusters Score -947742.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -947760.125000 Penalty: 892.038147
	Iteration 24Q: 3 clusters Score -947760.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -947788.625000 Penalty: 892.038147
	Iteration 25Q: 3 clusters Score -947788.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -947809.062500 Penalty: 892.038147
	Iteration 26Q: 3 clusters Score -947809.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -947823.375000 Penalty: 892.038147
	Iteration 27Q: 3 clusters Score -947823.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -947842.937500 Penalty: 892.038147
	Iteration 28Q: 3 clusters Score -947842.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -947863.500000 Penalty: 892.038147
	Iteration 29Q: 3 clusters Score -947863.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -947886.625000 Penalty: 892.038147
	Iteration 30Q: 3 clusters Score -947886.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -947906.437500 Penalty: 892.038147
	Iteration 31Q: 3 clusters Score -947906.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -947934.500000 Penalty: 892.038147
	Iteration 32Q: 3 clusters Score -947934.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -947964.187500 Penalty: 892.038147
	Iteration 33Q: 3 clusters Score -947964.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -947989.562500 Penalty: 892.038147
	Iteration 34Q: 3 clusters Score -947989.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -948018.562500 Penalty: 892.038147
	Iteration 35Q: 3 clusters Score -948018.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -948042.312500 Penalty: 892.038147
	Iteration 36Q: 3 clusters Score -948042.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -948069.437500 Penalty: 892.038147
	Iteration 37Q: 3 clusters Score -948069.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -948098.812500 Penalty: 892.038147
	Iteration 38Q: 3 clusters Score -948098.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -948121.625000 Penalty: 892.038147
	Iteration 39Q: 3 clusters Score -948121.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -948151.062500 Penalty: 892.038147
	Iteration 40F: 3 clusters Score -948151.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -948190.812500 Penalty: 892.038147
	Iteration 41Q: 3 clusters Score -948190.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -948234.062500 Penalty: 892.038147
	Iteration 42Q: 3 clusters Score -948234.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -948274.687500 Penalty: 892.038147
	Iteration 43Q: 3 clusters Score -948274.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -948313.937500 Penalty: 892.038147
	Iteration 44Q: 3 clusters Score -948313.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -948352.125000 Penalty: 892.038147
	Iteration 45Q: 3 clusters Score -948352.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -948384.375000 Penalty: 892.038147
	Iteration 46Q: 3 clusters Score -948384.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -948414.437500 Penalty: 892.038147
	Iteration 47Q: 3 clusters Score -948414.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -948441.375000 Penalty: 892.038147
	Iteration 48Q: 3 clusters Score -948441.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -948464.250000 Penalty: 892.038147
	Iteration 49Q: 3 clusters Score -948464.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -948494.250000 Penalty: 892.038147
	Iteration 50Q: 3 clusters Score -948494.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -948523.125000 Penalty: 892.038147
	Iteration 51Q: 3 clusters Score -948523.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -948563.375000 Penalty: 892.038147
	Iteration 52Q: 3 clusters Score -948563.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -948602.875000 Penalty: 892.038147
	Iteration 53Q: 3 clusters Score -948602.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -948630.500000 Penalty: 892.038147
	Iteration 54Q: 3 clusters Score -948630.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -948659.625000 Penalty: 892.038147
	Iteration 55Q: 3 clusters Score -948659.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -948684.437500 Penalty: 892.038147
	Iteration 56Q: 3 clusters Score -948684.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -948719.812500 Penalty: 892.038147
	Iteration 57Q: 3 clusters Score -948719.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -948754.875000 Penalty: 892.038147
	Iteration 58Q: 3 clusters Score -948754.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -948784.437500 Penalty: 892.038147
	Iteration 59Q: 3 clusters Score -948784.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -948812.562500 Penalty: 892.038147
	Iteration 60F: 3 clusters Score -948812.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -948841.562500 Penalty: 892.038147
	Iteration 61Q: 3 clusters Score -948841.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -948869.375000 Penalty: 892.038147
	Iteration 62Q: 3 clusters Score -948869.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -948888.937500 Penalty: 892.038147
	Iteration 63Q: 3 clusters Score -948888.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -948904.500000 Penalty: 892.038147
	Iteration 64Q: 3 clusters Score -948904.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -948915.125000 Penalty: 892.038147
	Iteration 65Q: 3 clusters Score -948915.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -948924.625000 Penalty: 892.038147
	Iteration 66Q: 3 clusters Score -948924.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -948934.250000 Penalty: 892.038147
	Iteration 67Q: 3 clusters Score -948934.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -948943.375000 Penalty: 892.038147
	Iteration 68Q: 3 clusters Score -948943.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -948956.812500 Penalty: 892.038147
	Iteration 69Q: 3 clusters Score -948956.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -948975.625000 Penalty: 892.038147
	Iteration 70Q: 3 clusters Score -948975.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -948991.125000 Penalty: 892.038147
	Iteration 71Q: 3 clusters Score -948991.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -949005.625000 Penalty: 892.038147
	Iteration 72Q: 3 clusters Score -949005.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -949021.125000 Penalty: 892.038147
	Iteration 73Q: 3 clusters Score -949021.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -949030.937500 Penalty: 892.038147
	Iteration 74Q: 3 clusters Score -949030.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -949042.375000 Penalty: 892.038147
	Iteration 75Q: 3 clusters Score -949042.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -949056.062500 Penalty: 892.038147
	Iteration 76Q: 3 clusters Score -949056.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -949065.562500 Penalty: 892.038147
	Iteration 77Q: 3 clusters Score -949065.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -949078.500000 Penalty: 892.038147
	Iteration 78Q: 3 clusters Score -949078.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -949085.812500 Penalty: 892.038147
	Iteration 79Q: 3 clusters Score -949085.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -949097.375000 Penalty: 892.038147
	Iteration 80F: 3 clusters Score -949097.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -949110.187500 Penalty: 892.038147
	Iteration 81Q: 3 clusters Score -949110.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -949122.125000 Penalty: 892.038147
	Iteration 82Q: 3 clusters Score -949122.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -949131.000000 Penalty: 892.038147
	Iteration 83Q: 3 clusters Score -949131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -949139.687500 Penalty: 892.038147
	Iteration 84Q: 3 clusters Score -949139.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -949146.062500 Penalty: 892.038147
	Iteration 85Q: 3 clusters Score -949146.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -949150.687500 Penalty: 892.038147
	Iteration 86Q: 3 clusters Score -949150.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -949157.562500 Penalty: 892.038147
	Iteration 87Q: 3 clusters Score -949157.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -949157.375000 Penalty: 892.038147
	Iteration 88Q: 3 clusters Score -949157.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -949162.875000 Penalty: 892.038147
	Iteration 89Q: 3 clusters Score -949162.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -949162.812500 Penalty: 892.038147
	Iteration 90Q: 3 clusters Score -949162.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -949168.375000 Penalty: 892.038147
	Iteration 91Q: 3 clusters Score -949168.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -949169.500000 Penalty: 892.038147
	Iteration 92Q: 3 clusters Score -949169.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -949173.187500 Penalty: 892.038147
	Iteration 93Q: 3 clusters Score -949173.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -949178.500000 Penalty: 892.038147
	Iteration 94Q: 3 clusters Score -949178.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -949181.937500 Penalty: 892.038147
	Iteration 95Q: 3 clusters Score -949181.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -949186.250000 Penalty: 892.038147
	Iteration 96Q: 3 clusters Score -949186.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -949191.125000 Penalty: 892.038147
	Iteration 97Q: 3 clusters Score -949191.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -949192.437500 Penalty: 892.038147
	Iteration 98Q: 3 clusters Score -949192.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -949192.687500 Penalty: 892.038147
	Iteration 99Q: 3 clusters Score -949192.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -949194.437500 Penalty: 892.038147
	Iteration 100F: 3 clusters Score -949194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -949194.375000 Penalty: 892.038147
	Iteration 101Q: 3 clusters Score -949194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -949194.562500 Penalty: 892.038147
	Iteration 102Q: 3 clusters Score -949194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -949194.375000 Penalty: 892.038147
	Iteration 103Q: 3 clusters Score -949194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -949195.500000 Penalty: 892.038147
	Iteration 104Q: 3 clusters Score -949195.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -949197.437500 Penalty: 892.038147
	Iteration 105Q: 3 clusters Score -949197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -949196.375000 Penalty: 892.038147
	Iteration 106Q: 3 clusters Score -949196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -949196.250000 Penalty: 892.038147
	Iteration 107Q: 3 clusters Score -949196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -949197.375000 Penalty: 892.038147
	Iteration 108Q: 3 clusters Score -949197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -949196.875000 Penalty: 892.038147
	Iteration 109Q: 3 clusters Score -949196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -949198.312500 Penalty: 892.038147
	Iteration 110Q: 3 clusters Score -949198.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -949199.500000 Penalty: 892.038147
	Iteration 111Q: 3 clusters Score -949199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -949201.062500 Penalty: 892.038147
	Iteration 112Q: 3 clusters Score -949201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -949200.625000 Penalty: 892.038147
	Iteration 113Q: 3 clusters Score -949200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -949200.625000 Penalty: 892.038147
	Iteration 114F: 3 clusters Score -949200.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164807 members 
Entering Unmasked Estep 
Score: -8670868.000000 Penalty: 546.570129
	Iteration 0F: 2 clusters Score -8670868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 82549 members 
Entering Unmasked Estep 
Score: -8563924.000000 Penalty: 1093.140259
	Iteration 0F: 3 clusters Score -8563924 nChanged 80986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78970 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -8614708.000000 Penalty: 1093.140259
	Iteration 1F: 3 clusters Score -8614708 nChanged 8946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78334 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -8618516.000000 Penalty: 1093.140259
	Iteration 2F: 3 clusters Score -8618516 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -8625464.000000 Penalty: 1093.140259
	Iteration 3F: 3 clusters Score -8625464 nChanged 13211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -8636470.000000 Penalty: 1093.140259
	Iteration 4F: 3 clusters Score -8636470 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 81760 members 
Entering Unmasked Estep 
Score: -8646344.000000 Penalty: 1093.140259
	Iteration 5F: 3 clusters Score -8646344 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85513 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -8650483.000000 Penalty: 1093.140259
	Iteration 6F: 3 clusters Score -8650483 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -8652427.000000 Penalty: 1093.140259
	Iteration 7Q: 3 clusters Score -8652427 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -8654209.000000 Penalty: 1093.140259
	Iteration 8Q: 3 clusters Score -8654209 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 74090 members 
Entering Unmasked Estep 
Score: -8655801.000000 Penalty: 1093.140259
	Iteration 9Q: 3 clusters Score -8655801 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -8657440.000000 Penalty: 1093.140259
	Iteration 10Q: 3 clusters Score -8657440 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -8659025.000000 Penalty: 1093.140259
	Iteration 11Q: 3 clusters Score -8659025 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91660 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -8660462.000000 Penalty: 1093.140259
	Iteration 12Q: 3 clusters Score -8660462 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91503 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -8661757.000000 Penalty: 1093.140259
	Iteration 13Q: 3 clusters Score -8661757 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91403 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -8662742.000000 Penalty: 1093.140259
	Iteration 14Q: 3 clusters Score -8662742 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91341 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -8663470.000000 Penalty: 1093.140259
	Iteration 15Q: 3 clusters Score -8663470 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -8664051.000000 Penalty: 1093.140259
	Iteration 16Q: 3 clusters Score -8664051 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 73616 members 
Entering Unmasked Estep 
Score: -8664393.000000 Penalty: 1093.140259
	Iteration 17Q: 3 clusters Score -8664393 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -8664587.000000 Penalty: 1093.140259
	Iteration 18Q: 3 clusters Score -8664587 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 73693 members 
Entering Unmasked Estep 
Score: -8664699.000000 Penalty: 1093.140259
	Iteration 19Q: 3 clusters Score -8664699 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -8664841.000000 Penalty: 1093.140259
	Iteration 20F: 3 clusters Score -8664841 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -8664883.000000 Penalty: 1093.140259
	Iteration 21Q: 3 clusters Score -8664883 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90979 members 
Mstep: Class 2 contains 73828 members 
Entering Unmasked Estep 
Score: -8664878.000000 Penalty: 1093.140259
	Iteration 22Q: 3 clusters Score -8664878 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -8664908.000000 Penalty: 1093.140259
	Iteration 23Q: 3 clusters Score -8664908 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -8664884.000000 Penalty: 1093.140259
	Iteration 24Q: 3 clusters Score -8664884 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90889 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -8664845.000000 Penalty: 1093.140259
	Iteration 25Q: 3 clusters Score -8664845 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -8664846.000000 Penalty: 1093.140259
	Iteration 26Q: 3 clusters Score -8664846 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90832 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -8664832.000000 Penalty: 1093.140259
	Iteration 27Q: 3 clusters Score -8664832 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -8664829.000000 Penalty: 1093.140259
	Iteration 28Q: 3 clusters Score -8664829 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 73997 members 
Entering Unmasked Estep 
Score: -8664853.000000 Penalty: 1093.140259
	Iteration 29Q: 3 clusters Score -8664853 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 73992 members 
Entering Unmasked Estep 
Score: -8664868.000000 Penalty: 1093.140259
	Iteration 30Q: 3 clusters Score -8664868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90816 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -8664857.000000 Penalty: 1093.140259
	Iteration 31Q: 3 clusters Score -8664857 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -8664851.000000 Penalty: 1093.140259
	Iteration 32Q: 3 clusters Score -8664851 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 73996 members 
Entering Unmasked Estep 
Score: -8664863.000000 Penalty: 1093.140259
	Iteration 33Q: 3 clusters Score -8664863 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90802 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -8664865.000000 Penalty: 1093.140259
	Iteration 34Q: 3 clusters Score -8664865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90801 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -8664856.000000 Penalty: 1093.140259
	Iteration 35Q: 3 clusters Score -8664856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 74008 members 
Entering Unmasked Estep 
Score: -8664861.000000 Penalty: 1093.140259
	Iteration 36Q: 3 clusters Score -8664861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -8664871.000000 Penalty: 1093.140259
	Iteration 37Q: 3 clusters Score -8664871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 74022 members 
Entering Unmasked Estep 
Score: -8664869.000000 Penalty: 1093.140259
	Iteration 38Q: 3 clusters Score -8664869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -8664874.000000 Penalty: 1093.140259
	Iteration 39Q: 3 clusters Score -8664874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -8664873.000000 Penalty: 1093.140259
	Iteration 40F: 3 clusters Score -8664873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -8664879.000000 Penalty: 1093.140259
	Iteration 41Q: 3 clusters Score -8664879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -8664870.000000 Penalty: 1093.140259
	Iteration 42Q: 3 clusters Score -8664870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -8664865.000000 Penalty: 1093.140259
	Iteration 43Q: 3 clusters Score -8664865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -8664853.000000 Penalty: 1093.140259
	Iteration 44Q: 3 clusters Score -8664853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -8664849.000000 Penalty: 1093.140259
	Iteration 45Q: 3 clusters Score -8664849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 74022 members 
Entering Unmasked Estep 
Score: -8664841.000000 Penalty: 1093.140259
	Iteration 46Q: 3 clusters Score -8664841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90791 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -8664837.000000 Penalty: 1093.140259
	Iteration 47Q: 3 clusters Score -8664837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90793 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -8664832.000000 Penalty: 1093.140259
	Iteration 48Q: 3 clusters Score -8664832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90793 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
Score: -8664833.000000 Penalty: 1093.140259
	Iteration 49Q: 3 clusters Score -8664833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 74015 members 
Entering Unmasked Estep 
Score: -8664833.000000 Penalty: 1093.140259
	Iteration 50Q: 3 clusters Score -8664833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -8664830.000000 Penalty: 1093.140259
	Iteration 51Q: 3 clusters Score -8664830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -8664833.000000 Penalty: 1093.140259
	Iteration 52Q: 3 clusters Score -8664833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -8664826.000000 Penalty: 1093.140259
	Iteration 53Q: 3 clusters Score -8664826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -8664828.000000 Penalty: 1093.140259
	Iteration 54Q: 3 clusters Score -8664828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90771 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -8664832.000000 Penalty: 1093.140259
	Iteration 55Q: 3 clusters Score -8664832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90770 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -8664828.000000 Penalty: 1093.140259
	Iteration 56Q: 3 clusters Score -8664828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -8664831.000000 Penalty: 1093.140259
	Iteration 57Q: 3 clusters Score -8664831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -8664832.000000 Penalty: 1093.140259
	Iteration 58Q: 3 clusters Score -8664832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 74040 members 
Entering Unmasked Estep 
Score: -8664832.000000 Penalty: 1093.140259
	Iteration 59F: 3 clusters Score -8664832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -67255.445312 Penalty: 332.386047
	Iteration 0F: 2 clusters Score -67255.45 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 717 members 
Entering Unmasked Estep 
Score: -66133.507812 Penalty: 664.772095
	Iteration 0F: 3 clusters Score -66133.51 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -66496.445312 Penalty: 664.772095
	Iteration 1F: 3 clusters Score -66496.45 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -66571.523438 Penalty: 664.772095
	Iteration 2F: 3 clusters Score -66571.52 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -66633.578125 Penalty: 664.772095
	Iteration 3F: 3 clusters Score -66633.58 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -66699.992188 Penalty: 664.772095
	Iteration 4F: 3 clusters Score -66699.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -66736.203125 Penalty: 664.772095
	Iteration 5Q: 3 clusters Score -66736.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66765.648438 Penalty: 664.772095
	Iteration 6Q: 3 clusters Score -66765.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -66802.921875 Penalty: 664.772095
	Iteration 7Q: 3 clusters Score -66802.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66841.460938 Penalty: 664.772095
	Iteration 8Q: 3 clusters Score -66841.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66890.375000 Penalty: 664.772095
	Iteration 9Q: 3 clusters Score -66890.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66923.132812 Penalty: 664.772095
	Iteration 10Q: 3 clusters Score -66923.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66942.984375 Penalty: 664.772095
	Iteration 11Q: 3 clusters Score -66942.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66960.125000 Penalty: 664.772095
	Iteration 12Q: 3 clusters Score -66960.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66973.625000 Penalty: 664.772095
	Iteration 13Q: 3 clusters Score -66973.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66981.835938 Penalty: 664.772095
	Iteration 14Q: 3 clusters Score -66981.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66988.914062 Penalty: 664.772095
	Iteration 15Q: 3 clusters Score -66988.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66992.812500 Penalty: 664.772095
	Iteration 16Q: 3 clusters Score -66992.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67002.484375 Penalty: 664.772095
	Iteration 17Q: 3 clusters Score -67002.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67013.054688 Penalty: 664.772095
	Iteration 18Q: 3 clusters Score -67013.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67023.179688 Penalty: 664.772095
	Iteration 19Q: 3 clusters Score -67023.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67032.781250 Penalty: 664.772095
	Iteration 20F: 3 clusters Score -67032.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67037.671875 Penalty: 664.772095
	Iteration 21Q: 3 clusters Score -67037.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67041.703125 Penalty: 664.772095
	Iteration 22Q: 3 clusters Score -67041.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67046.328125 Penalty: 664.772095
	Iteration 23Q: 3 clusters Score -67046.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67047.695312 Penalty: 664.772095
	Iteration 24Q: 3 clusters Score -67047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67048.007812 Penalty: 664.772095
	Iteration 25Q: 3 clusters Score -67048.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67048.007812 Penalty: 664.772095
	Iteration 26F: 3 clusters Score -67048.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Entering Unmasked Estep 
Score: -731934.687500 Penalty: 432.369965
	Iteration 0F: 2 clusters Score -731934.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -722951.812500 Penalty: 864.739929
	Iteration 0F: 3 clusters Score -722951.8 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -726458.687500 Penalty: 864.739929
	Iteration 1F: 3 clusters Score -726458.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -726801.062500 Penalty: 864.739929
	Iteration 2F: 3 clusters Score -726801.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -727273.812500 Penalty: 864.739929
	Iteration 3F: 3 clusters Score -727273.8 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -728005.625000 Penalty: 864.739929
	Iteration 4F: 3 clusters Score -728005.6 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -728976.312500 Penalty: 864.739929
	Iteration 5F: 3 clusters Score -728976.3 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -729982.312500 Penalty: 864.739929
	Iteration 6F: 3 clusters Score -729982.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -730666.312500 Penalty: 864.739929
	Iteration 7F: 3 clusters Score -730666.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -731042.500000 Penalty: 864.739929
	Iteration 8Q: 3 clusters Score -731042.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -731259.750000 Penalty: 864.739929
	Iteration 9Q: 3 clusters Score -731259.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -731359.000000 Penalty: 864.739929
	Iteration 10Q: 3 clusters Score -731359 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -731413.062500 Penalty: 864.739929
	Iteration 11Q: 3 clusters Score -731413.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -731438.312500 Penalty: 864.739929
	Iteration 12Q: 3 clusters Score -731438.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -731453.750000 Penalty: 864.739929
	Iteration 13Q: 3 clusters Score -731453.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -731467.437500 Penalty: 864.739929
	Iteration 14Q: 3 clusters Score -731467.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -731481.625000 Penalty: 864.739929
	Iteration 15Q: 3 clusters Score -731481.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -731499.812500 Penalty: 864.739929
	Iteration 16Q: 3 clusters Score -731499.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -731516.750000 Penalty: 864.739929
	Iteration 17Q: 3 clusters Score -731516.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -731531.875000 Penalty: 864.739929
	Iteration 18Q: 3 clusters Score -731531.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -731543.375000 Penalty: 864.739929
	Iteration 19Q: 3 clusters Score -731543.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -731554.500000 Penalty: 864.739929
	Iteration 20F: 3 clusters Score -731554.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -731563.937500 Penalty: 864.739929
	Iteration 21Q: 3 clusters Score -731563.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -731577.687500 Penalty: 864.739929
	Iteration 22Q: 3 clusters Score -731577.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -731587.687500 Penalty: 864.739929
	Iteration 23Q: 3 clusters Score -731587.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -731599.812500 Penalty: 864.739929
	Iteration 24Q: 3 clusters Score -731599.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -731608.625000 Penalty: 864.739929
	Iteration 25Q: 3 clusters Score -731608.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -731615.812500 Penalty: 864.739929
	Iteration 26Q: 3 clusters Score -731615.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -731623.187500 Penalty: 864.739929
	Iteration 27Q: 3 clusters Score -731623.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -731629.437500 Penalty: 864.739929
	Iteration 28Q: 3 clusters Score -731629.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -731635.875000 Penalty: 864.739929
	Iteration 29Q: 3 clusters Score -731635.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -731641.000000 Penalty: 864.739929
	Iteration 30Q: 3 clusters Score -731641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -731644.250000 Penalty: 864.739929
	Iteration 31Q: 3 clusters Score -731644.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -731651.937500 Penalty: 864.739929
	Iteration 32Q: 3 clusters Score -731651.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -731656.250000 Penalty: 864.739929
	Iteration 33Q: 3 clusters Score -731656.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -731657.875000 Penalty: 864.739929
	Iteration 34Q: 3 clusters Score -731657.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -731660.875000 Penalty: 864.739929
	Iteration 35Q: 3 clusters Score -731660.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -731661.937500 Penalty: 864.739929
	Iteration 36Q: 3 clusters Score -731661.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -731661.875000 Penalty: 864.739929
	Iteration 37Q: 3 clusters Score -731661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -731661.437500 Penalty: 864.739929
	Iteration 38Q: 3 clusters Score -731661.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -731661.437500 Penalty: 864.739929
	Iteration 39F: 3 clusters Score -731661.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Entering Unmasked Estep 
Score: -696501.437500 Penalty: 430.744812
	Iteration 0F: 2 clusters Score -696501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -687838.437500 Penalty: 861.489624
	Iteration 0F: 3 clusters Score -687838.4 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -691316.562500 Penalty: 861.489624
	Iteration 1F: 3 clusters Score -691316.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -691695.187500 Penalty: 861.489624
	Iteration 2F: 3 clusters Score -691695.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -692312.875000 Penalty: 861.489624
	Iteration 3F: 3 clusters Score -692312.9 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -693212.687500 Penalty: 861.489624
	Iteration 4F: 3 clusters Score -693212.7 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -694269.125000 Penalty: 861.489624
	Iteration 5F: 3 clusters Score -694269.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -695198.250000 Penalty: 861.489624
	Iteration 6F: 3 clusters Score -695198.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -695794.000000 Penalty: 861.489624
	Iteration 7Q: 3 clusters Score -695794 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -696077.125000 Penalty: 861.489624
	Iteration 8Q: 3 clusters Score -696077.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -696235.062500 Penalty: 861.489624
	Iteration 9Q: 3 clusters Score -696235.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -696330.250000 Penalty: 861.489624
	Iteration 10Q: 3 clusters Score -696330.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -696407.375000 Penalty: 861.489624
	Iteration 11Q: 3 clusters Score -696407.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -696446.937500 Penalty: 861.489624
	Iteration 12Q: 3 clusters Score -696446.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -696464.750000 Penalty: 861.489624
	Iteration 13Q: 3 clusters Score -696464.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -696478.312500 Penalty: 861.489624
	Iteration 14Q: 3 clusters Score -696478.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -696484.250000 Penalty: 861.489624
	Iteration 15Q: 3 clusters Score -696484.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -696491.375000 Penalty: 861.489624
	Iteration 16Q: 3 clusters Score -696491.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -696491.812500 Penalty: 861.489624
	Iteration 17Q: 3 clusters Score -696491.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -696496.250000 Penalty: 861.489624
	Iteration 18Q: 3 clusters Score -696496.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -696498.562500 Penalty: 861.489624
	Iteration 19Q: 3 clusters Score -696498.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -696499.687500 Penalty: 861.489624
	Iteration 20F: 3 clusters Score -696499.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -696502.875000 Penalty: 861.489624
	Iteration 21Q: 3 clusters Score -696502.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -696504.250000 Penalty: 861.489624
	Iteration 22Q: 3 clusters Score -696504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -696505.937500 Penalty: 861.489624
	Iteration 23Q: 3 clusters Score -696505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -696505.687500 Penalty: 861.489624
	Iteration 24Q: 3 clusters Score -696505.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -696507.000000 Penalty: 861.489624
	Iteration 25Q: 3 clusters Score -696507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -696507.000000 Penalty: 861.489624
	Iteration 26F: 3 clusters Score -696507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 26374 members 
Mstep: Class 3 contains 98849 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 14340 members 
Mstep: Class 7 contains 87598 members 
Mstep: Class 8 contains 9000 members 
Mstep: Class 9 contains 55260 members 
Mstep: Class 10 contains 40483 members 
Mstep: Class 11 contains 18081 members 
Mstep: Class 12 contains 164807 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 13395 members 
Mstep: Class 15 contains 1011 members 
Mstep: Class 16 contains 57525 members 
Mstep: Class 17 contains 1749 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 9064 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 25539 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 12171 members 
Mstep: Class 24 contains 16720 members 
Mstep: Class 25 contains 87860 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 31344 members 
Mstep: Class 28 contains 115054 members 
Mstep: Class 29 contains 88193 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 30047 members 
Mstep: Class 32 contains 25526 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 34 contains 11914 members 
Mstep: Class 35 contains 160837 members 
Mstep: Class 36 contains 82535 members 
Mstep: Class 37 contains 15113 members 
Mstep: Class 38 contains 6816 members 
Mstep: Class 39 contains 91741 members 
Mstep: Class 40 contains 7677 members 
Mstep: Class 41 contains 19909 members 
Mstep: Class 42 contains 81141 members 
Mstep: Class 43 contains 6599 members 
Mstep: Class 44 contains 755 members 
Mstep: Class 45 contains 171902 members 
Entering Unmasked Estep 
Score: -87422272.000000 Penalty: 29409.876953
Splitting cluster 15 changes total score from -87423048.000000 to -87422272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (57525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Entering Unmasked Estep 
Score: -3225877.500000 Penalty: 498.678864
	Iteration 0F: 2 clusters Score -3225878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -3187057.000000 Penalty: 997.357727
	Iteration 0F: 3 clusters Score -3187057 nChanged 28033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3204635.000000 Penalty: 997.357727
	Iteration 1F: 3 clusters Score -3204635 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3206375.500000 Penalty: 997.357727
	Iteration 2F: 3 clusters Score -3206376 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3209737.250000 Penalty: 997.357727
	Iteration 3F: 3 clusters Score -3209737 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3214897.000000 Penalty: 997.357727
	Iteration 4F: 3 clusters Score -3214897 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3220549.750000 Penalty: 997.357727
	Iteration 5F: 3 clusters Score -3220550 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56037 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3223975.000000 Penalty: 997.357727
	Iteration 6F: 3 clusters Score -3223975 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3225127.000000 Penalty: 997.357727
	Iteration 7Q: 3 clusters Score -3225127 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -3225350.000000 Penalty: 997.357727
	Iteration 8Q: 3 clusters Score -3225350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -3225393.250000 Penalty: 997.357727
	Iteration 9Q: 3 clusters Score -3225393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3225409.750000 Penalty: 997.357727
	Iteration 10Q: 3 clusters Score -3225410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3225422.250000 Penalty: 997.357727
	Iteration 11Q: 3 clusters Score -3225422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3225433.750000 Penalty: 997.357727
	Iteration 12Q: 3 clusters Score -3225434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3225442.250000 Penalty: 997.357727
	Iteration 13Q: 3 clusters Score -3225442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -3225443.500000 Penalty: 997.357727
	Iteration 14Q: 3 clusters Score -3225444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -3225443.500000 Penalty: 997.357727
	Iteration 15Q: 3 clusters Score -3225444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3225444.250000 Penalty: 997.357727
	Iteration 16Q: 3 clusters Score -3225444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3225450.000000 Penalty: 997.357727
	Iteration 17Q: 3 clusters Score -3225450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3225450.000000 Penalty: 997.357727
	Iteration 18F: 3 clusters Score -3225450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -88895.695312 Penalty: 339.739380
	Iteration 0F: 2 clusters Score -88895.7 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 857 members 
Entering Unmasked Estep 
Score: -87643.414062 Penalty: 679.478760
	Iteration 0F: 3 clusters Score -87643.41 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -88042.703125 Penalty: 679.478760
	Iteration 1F: 3 clusters Score -88042.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -88107.687500 Penalty: 679.478760
	Iteration 2F: 3 clusters Score -88107.69 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -88162.515625 Penalty: 679.478760
	Iteration 3F: 3 clusters Score -88162.52 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -88211.445312 Penalty: 679.478760
	Iteration 4Q: 3 clusters Score -88211.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -88254.554688 Penalty: 679.478760
	Iteration 5Q: 3 clusters Score -88254.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -88287.281250 Penalty: 679.478760
	Iteration 6Q: 3 clusters Score -88287.28 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -88314.109375 Penalty: 679.478760
	Iteration 7Q: 3 clusters Score -88314.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -88337.601562 Penalty: 679.478760
	Iteration 8Q: 3 clusters Score -88337.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -88353.539062 Penalty: 679.478760
	Iteration 9Q: 3 clusters Score -88353.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -88377.734375 Penalty: 679.478760
	Iteration 10Q: 3 clusters Score -88377.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -88403.570312 Penalty: 679.478760
	Iteration 11Q: 3 clusters Score -88403.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -88433.132812 Penalty: 679.478760
	Iteration 12Q: 3 clusters Score -88433.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -88460.429688 Penalty: 679.478760
	Iteration 13Q: 3 clusters Score -88460.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -88481.460938 Penalty: 679.478760
	Iteration 14Q: 3 clusters Score -88481.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -88505.578125 Penalty: 679.478760
	Iteration 15Q: 3 clusters Score -88505.58 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -88523.843750 Penalty: 679.478760
	Iteration 16Q: 3 clusters Score -88523.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -88538.015625 Penalty: 679.478760
	Iteration 17Q: 3 clusters Score -88538.02 nChanged 29
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: -88553.054688 Penalty: 679.478760
	Iteration 18Q: 3 clusters Score -88553.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -88564.117188 Penalty: 679.478760
	Iteration 19Q: 3 clusters Score -88564.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -88567.289062 Penalty: 679.478760
	Iteration 20F: 3 clusters Score -88567.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88569.828125 Penalty: 679.478760
	Iteration 21Q: 3 clusters Score -88569.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -88570.796875 Penalty: 679.478760
	Iteration 22Q: 3 clusters Score -88570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88572.570312 Penalty: 679.478760
	Iteration 23Q: 3 clusters Score -88572.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88576.648438 Penalty: 679.478760
	Iteration 24Q: 3 clusters Score -88576.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -88581.781250 Penalty: 679.478760
	Iteration 25Q: 3 clusters Score -88581.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88587.445312 Penalty: 679.478760
	Iteration 26Q: 3 clusters Score -88587.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88592.281250 Penalty: 679.478760
	Iteration 27Q: 3 clusters Score -88592.28 nChanged 4
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: -88593.226562 Penalty: 679.478760
	Iteration 28Q: 3 clusters Score -88593.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88596.328125 Penalty: 679.478760
	Iteration 29Q: 3 clusters Score -88596.33 nChanged 6
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: -88598.500000 Penalty: 679.478760
	Iteration 30Q: 3 clusters Score -88598.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88600.367188 Penalty: 679.478760
	Iteration 31Q: 3 clusters Score -88600.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88601.359375 Penalty: 679.478760
	Iteration 32Q: 3 clusters Score -88601.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88601.437500 Penalty: 679.478760
	Iteration 33Q: 3 clusters Score -88601.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88601.437500 Penalty: 679.478760
	Iteration 34F: 3 clusters Score -88601.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -61037.214844 Penalty: 320.384247
	Iteration 0F: 2 clusters Score -61037.21 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 590 members 
Entering Unmasked Estep 
Score: -60139.933594 Penalty: 640.768494
	Iteration 0F: 3 clusters Score -60139.93 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -60375.093750 Penalty: 640.768494
	Iteration 1F: 3 clusters Score -60375.09 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -60416.003906 Penalty: 640.768494
	Iteration 2F: 3 clusters Score -60416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60435.726562 Penalty: 640.768494
	Iteration 3Q: 3 clusters Score -60435.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -60454.195312 Penalty: 640.768494
	Iteration 4Q: 3 clusters Score -60454.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60477.613281 Penalty: 640.768494
	Iteration 5Q: 3 clusters Score -60477.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -60522.957031 Penalty: 640.768494
	Iteration 6Q: 3 clusters Score -60522.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -60578.214844 Penalty: 640.768494
	Iteration 7Q: 3 clusters Score -60578.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -60627.179688 Penalty: 640.768494
	Iteration 8F: 3 clusters Score -60627.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60659.410156 Penalty: 640.768494
	Iteration 9Q: 3 clusters Score -60659.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -60688.992188 Penalty: 640.768494
	Iteration 10Q: 3 clusters Score -60688.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60714.242188 Penalty: 640.768494
	Iteration 11Q: 3 clusters Score -60714.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60738.667969 Penalty: 640.768494
	Iteration 12Q: 3 clusters Score -60738.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -60752.539062 Penalty: 640.768494
	Iteration 13Q: 3 clusters Score -60752.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -60763.785156 Penalty: 640.768494
	Iteration 14Q: 3 clusters Score -60763.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -60768.468750 Penalty: 640.768494
	Iteration 15Q: 3 clusters Score -60768.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60772.558594 Penalty: 640.768494
	Iteration 16Q: 3 clusters Score -60772.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60775.976562 Penalty: 640.768494
	Iteration 17Q: 3 clusters Score -60775.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60778.242188 Penalty: 640.768494
	Iteration 18Q: 3 clusters Score -60778.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60780.746094 Penalty: 640.768494
	Iteration 19Q: 3 clusters Score -60780.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -60788.421875 Penalty: 640.768494
	Iteration 20F: 3 clusters Score -60788.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -60794.339844 Penalty: 640.768494
	Iteration 21Q: 3 clusters Score -60794.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -60800.925781 Penalty: 640.768494
	Iteration 22Q: 3 clusters Score -60800.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -60805.515625 Penalty: 640.768494
	Iteration 23Q: 3 clusters Score -60805.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -60810.367188 Penalty: 640.768494
	Iteration 24Q: 3 clusters Score -60810.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60813.207031 Penalty: 640.768494
	Iteration 25Q: 3 clusters Score -60813.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -60815.281250 Penalty: 640.768494
	Iteration 26Q: 3 clusters Score -60815.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -60816.636719 Penalty: 640.768494
	Iteration 27Q: 3 clusters Score -60816.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60818.574219 Penalty: 640.768494
	Iteration 28Q: 3 clusters Score -60818.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60820.605469 Penalty: 640.768494
	Iteration 29Q: 3 clusters Score -60820.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60821.812500 Penalty: 640.768494
	Iteration 30Q: 3 clusters Score -60821.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -60822.351562 Penalty: 640.768494
	Iteration 31Q: 3 clusters Score -60822.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60822.578125 Penalty: 640.768494
	Iteration 32Q: 3 clusters Score -60822.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60823.078125 Penalty: 640.768494
	Iteration 33Q: 3 clusters Score -60823.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60824.300781 Penalty: 640.768494
	Iteration 34Q: 3 clusters Score -60824.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60825.566406 Penalty: 640.768494
	Iteration 35Q: 3 clusters Score -60825.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60827.332031 Penalty: 640.768494
	Iteration 36Q: 3 clusters Score -60827.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -60829.125000 Penalty: 640.768494
	Iteration 37Q: 3 clusters Score -60829.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60830.089844 Penalty: 640.768494
	Iteration 38Q: 3 clusters Score -60830.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60830.667969 Penalty: 640.768494
	Iteration 39Q: 3 clusters Score -60830.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60832.343750 Penalty: 640.768494
	Iteration 40F: 3 clusters Score -60832.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -60832.964844 Penalty: 640.768494
	Iteration 41Q: 3 clusters Score -60832.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60833.066406 Penalty: 640.768494
	Iteration 42Q: 3 clusters Score -60833.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60833.066406 Penalty: 640.768494
	Iteration 43F: 3 clusters Score -60833.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Entering Unmasked Estep 
Score: -494645.375000 Penalty: 414.599030
	Iteration 0F: 2 clusters Score -494645.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -488556.156250 Penalty: 829.198059
	Iteration 0F: 3 clusters Score -488556.2 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -491046.593750 Penalty: 829.198059
	Iteration 1F: 3 clusters Score -491046.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -491357.000000 Penalty: 829.198059
	Iteration 2F: 3 clusters Score -491357 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -491766.968750 Penalty: 829.198059
	Iteration 3F: 3 clusters Score -491767 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -492217.781250 Penalty: 829.198059
	Iteration 4F: 3 clusters Score -492217.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -492698.000000 Penalty: 829.198059
	Iteration 5F: 3 clusters Score -492698 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -493093.187500 Penalty: 829.198059
	Iteration 6F: 3 clusters Score -493093.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -493348.468750 Penalty: 829.198059
	Iteration 7Q: 3 clusters Score -493348.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -493472.312500 Penalty: 829.198059
	Iteration 8Q: 3 clusters Score -493472.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -493540.562500 Penalty: 829.198059
	Iteration 9Q: 3 clusters Score -493540.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -493583.718750 Penalty: 829.198059
	Iteration 10Q: 3 clusters Score -493583.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -493615.125000 Penalty: 829.198059
	Iteration 11Q: 3 clusters Score -493615.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -493637.593750 Penalty: 829.198059
	Iteration 12Q: 3 clusters Score -493637.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -493657.156250 Penalty: 829.198059
	Iteration 13Q: 3 clusters Score -493657.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -493670.593750 Penalty: 829.198059
	Iteration 14Q: 3 clusters Score -493670.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -493681.031250 Penalty: 829.198059
	Iteration 15Q: 3 clusters Score -493681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -493688.906250 Penalty: 829.198059
	Iteration 16Q: 3 clusters Score -493688.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -493695.093750 Penalty: 829.198059
	Iteration 17Q: 3 clusters Score -493695.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -493697.531250 Penalty: 829.198059
	Iteration 18Q: 3 clusters Score -493697.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -493703.687500 Penalty: 829.198059
	Iteration 19Q: 3 clusters Score -493703.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -493707.343750 Penalty: 829.198059
	Iteration 20F: 3 clusters Score -493707.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -493711.125000 Penalty: 829.198059
	Iteration 21Q: 3 clusters Score -493711.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -493715.500000 Penalty: 829.198059
	Iteration 22Q: 3 clusters Score -493715.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -493722.125000 Penalty: 829.198059
	Iteration 23Q: 3 clusters Score -493722.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -493727.281250 Penalty: 829.198059
	Iteration 24Q: 3 clusters Score -493727.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -493733.406250 Penalty: 829.198059
	Iteration 25Q: 3 clusters Score -493733.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -493739.062500 Penalty: 829.198059
	Iteration 26Q: 3 clusters Score -493739.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -493742.906250 Penalty: 829.198059
	Iteration 27Q: 3 clusters Score -493742.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -493747.812500 Penalty: 829.198059
	Iteration 28Q: 3 clusters Score -493747.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -493750.437500 Penalty: 829.198059
	Iteration 29Q: 3 clusters Score -493750.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -493752.843750 Penalty: 829.198059
	Iteration 30Q: 3 clusters Score -493752.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -493753.218750 Penalty: 829.198059
	Iteration 31Q: 3 clusters Score -493753.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -493755.281250 Penalty: 829.198059
	Iteration 32Q: 3 clusters Score -493755.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -493757.687500 Penalty: 829.198059
	Iteration 33Q: 3 clusters Score -493757.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -493760.656250 Penalty: 829.198059
	Iteration 34Q: 3 clusters Score -493760.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -493765.187500 Penalty: 829.198059
	Iteration 35Q: 3 clusters Score -493765.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -493769.218750 Penalty: 829.198059
	Iteration 36Q: 3 clusters Score -493769.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -493770.843750 Penalty: 829.198059
	Iteration 37Q: 3 clusters Score -493770.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -493773.281250 Penalty: 829.198059
	Iteration 38Q: 3 clusters Score -493773.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -493776.156250 Penalty: 829.198059
	Iteration 39Q: 3 clusters Score -493776.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -493779.468750 Penalty: 829.198059
	Iteration 40F: 3 clusters Score -493779.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -493782.468750 Penalty: 829.198059
	Iteration 41Q: 3 clusters Score -493782.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -493785.625000 Penalty: 829.198059
	Iteration 42Q: 3 clusters Score -493785.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -493791.093750 Penalty: 829.198059
	Iteration 43Q: 3 clusters Score -493791.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -493792.687500 Penalty: 829.198059
	Iteration 44Q: 3 clusters Score -493792.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -493798.593750 Penalty: 829.198059
	Iteration 45Q: 3 clusters Score -493798.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -493805.687500 Penalty: 829.198059
	Iteration 46Q: 3 clusters Score -493805.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -493813.062500 Penalty: 829.198059
	Iteration 47Q: 3 clusters Score -493813.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -493821.750000 Penalty: 829.198059
	Iteration 48Q: 3 clusters Score -493821.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -493828.625000 Penalty: 829.198059
	Iteration 49Q: 3 clusters Score -493828.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -493837.312500 Penalty: 829.198059
	Iteration 50Q: 3 clusters Score -493837.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -493845.968750 Penalty: 829.198059
	Iteration 51Q: 3 clusters Score -493846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -493855.593750 Penalty: 829.198059
	Iteration 52Q: 3 clusters Score -493855.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -493869.312500 Penalty: 829.198059
	Iteration 53Q: 3 clusters Score -493869.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -493887.750000 Penalty: 829.198059
	Iteration 54Q: 3 clusters Score -493887.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -493905.062500 Penalty: 829.198059
	Iteration 55Q: 3 clusters Score -493905.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -493921.656250 Penalty: 829.198059
	Iteration 56Q: 3 clusters Score -493921.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -493942.093750 Penalty: 829.198059
	Iteration 57Q: 3 clusters Score -493942.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -493965.625000 Penalty: 829.198059
	Iteration 58Q: 3 clusters Score -493965.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -493986.406250 Penalty: 829.198059
	Iteration 59Q: 3 clusters Score -493986.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -494006.718750 Penalty: 829.198059
	Iteration 60F: 3 clusters Score -494006.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -494029.781250 Penalty: 829.198059
	Iteration 61Q: 3 clusters Score -494029.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -494050.656250 Penalty: 829.198059
	Iteration 62Q: 3 clusters Score -494050.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -494068.000000 Penalty: 829.198059
	Iteration 63Q: 3 clusters Score -494068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -494081.375000 Penalty: 829.198059
	Iteration 64Q: 3 clusters Score -494081.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -494098.562500 Penalty: 829.198059
	Iteration 65Q: 3 clusters Score -494098.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -494117.062500 Penalty: 829.198059
	Iteration 66Q: 3 clusters Score -494117.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -494135.656250 Penalty: 829.198059
	Iteration 67Q: 3 clusters Score -494135.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -494151.843750 Penalty: 829.198059
	Iteration 68Q: 3 clusters Score -494151.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -494171.593750 Penalty: 829.198059
	Iteration 69Q: 3 clusters Score -494171.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -494190.250000 Penalty: 829.198059
	Iteration 70Q: 3 clusters Score -494190.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -494202.718750 Penalty: 829.198059
	Iteration 71Q: 3 clusters Score -494202.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -494216.093750 Penalty: 829.198059
	Iteration 72Q: 3 clusters Score -494216.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -494228.250000 Penalty: 829.198059
	Iteration 73Q: 3 clusters Score -494228.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -494236.625000 Penalty: 829.198059
	Iteration 74Q: 3 clusters Score -494236.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -494241.531250 Penalty: 829.198059
	Iteration 75Q: 3 clusters Score -494241.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -494244.968750 Penalty: 829.198059
	Iteration 76Q: 3 clusters Score -494245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -494248.312500 Penalty: 829.198059
	Iteration 77Q: 3 clusters Score -494248.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -494251.312500 Penalty: 829.198059
	Iteration 78Q: 3 clusters Score -494251.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -494253.031250 Penalty: 829.198059
	Iteration 79Q: 3 clusters Score -494253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -494255.906250 Penalty: 829.198059
	Iteration 80F: 3 clusters Score -494255.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -494258.125000 Penalty: 829.198059
	Iteration 81Q: 3 clusters Score -494258.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -494261.156250 Penalty: 829.198059
	Iteration 82Q: 3 clusters Score -494261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -494262.218750 Penalty: 829.198059
	Iteration 83Q: 3 clusters Score -494262.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -494264.500000 Penalty: 829.198059
	Iteration 84Q: 3 clusters Score -494264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -494264.906250 Penalty: 829.198059
	Iteration 85Q: 3 clusters Score -494264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -494266.468750 Penalty: 829.198059
	Iteration 86Q: 3 clusters Score -494266.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -494268.437500 Penalty: 829.198059
	Iteration 87Q: 3 clusters Score -494268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -494268.531250 Penalty: 829.198059
	Iteration 88Q: 3 clusters Score -494268.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -494269.468750 Penalty: 829.198059
	Iteration 89Q: 3 clusters Score -494269.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -494269.531250 Penalty: 829.198059
	Iteration 90Q: 3 clusters Score -494269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -494271.531250 Penalty: 829.198059
	Iteration 91Q: 3 clusters Score -494271.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -494271.875000 Penalty: 829.198059
	Iteration 92Q: 3 clusters Score -494271.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -494271.875000 Penalty: 829.198059
	Iteration 93F: 3 clusters Score -494271.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Entering Unmasked Estep 
Score: -145181.312500 Penalty: 358.782471
	Iteration 0F: 2 clusters Score -145181.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -143367.578125 Penalty: 717.564941
	Iteration 0F: 3 clusters Score -143367.6 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -143990.250000 Penalty: 717.564941
	Iteration 1F: 3 clusters Score -143990.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -144101.046875 Penalty: 717.564941
	Iteration 2F: 3 clusters Score -144101 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -144220.312500 Penalty: 717.564941
	Iteration 3F: 3 clusters Score -144220.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -144339.968750 Penalty: 717.564941
	Iteration 4F: 3 clusters Score -144340 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -144418.906250 Penalty: 717.564941
	Iteration 5Q: 3 clusters Score -144418.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -144494.671875 Penalty: 717.564941
	Iteration 6Q: 3 clusters Score -144494.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -144556.187500 Penalty: 717.564941
	Iteration 7Q: 3 clusters Score -144556.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -144603.203125 Penalty: 717.564941
	Iteration 8Q: 3 clusters Score -144603.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -144627.218750 Penalty: 717.564941
	Iteration 9Q: 3 clusters Score -144627.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -144639.687500 Penalty: 717.564941
	Iteration 10Q: 3 clusters Score -144639.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -144650.500000 Penalty: 717.564941
	Iteration 11Q: 3 clusters Score -144650.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -144666.546875 Penalty: 717.564941
	Iteration 12Q: 3 clusters Score -144666.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -144677.937500 Penalty: 717.564941
	Iteration 13Q: 3 clusters Score -144677.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -144684.859375 Penalty: 717.564941
	Iteration 14Q: 3 clusters Score -144684.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -144689.875000 Penalty: 717.564941
	Iteration 15Q: 3 clusters Score -144689.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -144695.703125 Penalty: 717.564941
	Iteration 16Q: 3 clusters Score -144695.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -144702.250000 Penalty: 717.564941
	Iteration 17Q: 3 clusters Score -144702.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -144710.578125 Penalty: 717.564941
	Iteration 18Q: 3 clusters Score -144710.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -144719.109375 Penalty: 717.564941
	Iteration 19Q: 3 clusters Score -144719.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -144727.968750 Penalty: 717.564941
	Iteration 20F: 3 clusters Score -144728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -144736.390625 Penalty: 717.564941
	Iteration 21Q: 3 clusters Score -144736.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -144740.875000 Penalty: 717.564941
	Iteration 22Q: 3 clusters Score -144740.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -144747.437500 Penalty: 717.564941
	Iteration 23Q: 3 clusters Score -144747.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144754.515625 Penalty: 717.564941
	Iteration 24Q: 3 clusters Score -144754.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -144760.484375 Penalty: 717.564941
	Iteration 25Q: 3 clusters Score -144760.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -144765.000000 Penalty: 717.564941
	Iteration 26Q: 3 clusters Score -144765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -144771.890625 Penalty: 717.564941
	Iteration 27Q: 3 clusters Score -144771.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -144777.625000 Penalty: 717.564941
	Iteration 28Q: 3 clusters Score -144777.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -144783.343750 Penalty: 717.564941
	Iteration 29Q: 3 clusters Score -144783.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -144788.140625 Penalty: 717.564941
	Iteration 30Q: 3 clusters Score -144788.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -144792.031250 Penalty: 717.564941
	Iteration 31Q: 3 clusters Score -144792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -144795.906250 Penalty: 717.564941
	Iteration 32Q: 3 clusters Score -144795.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -144798.390625 Penalty: 717.564941
	Iteration 33Q: 3 clusters Score -144798.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -144801.421875 Penalty: 717.564941
	Iteration 34Q: 3 clusters Score -144801.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144803.390625 Penalty: 717.564941
	Iteration 35Q: 3 clusters Score -144803.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -144805.250000 Penalty: 717.564941
	Iteration 36Q: 3 clusters Score -144805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -144807.546875 Penalty: 717.564941
	Iteration 37Q: 3 clusters Score -144807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -144808.437500 Penalty: 717.564941
	Iteration 38Q: 3 clusters Score -144808.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -144809.531250 Penalty: 717.564941
	Iteration 39Q: 3 clusters Score -144809.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144810.515625 Penalty: 717.564941
	Iteration 40F: 3 clusters Score -144810.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144810.765625 Penalty: 717.564941
	Iteration 41Q: 3 clusters Score -144810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -144811.156250 Penalty: 717.564941
	Iteration 42Q: 3 clusters Score -144811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -144811.140625 Penalty: 717.564941
	Iteration 43Q: 3 clusters Score -144811.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -144811.140625 Penalty: 717.564941
	Iteration 44F: 3 clusters Score -144811.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Entering Unmasked Estep 
Score: -1390680.875000 Penalty: 461.732239
	Iteration 0F: 2 clusters Score -1390681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1373674.500000 Penalty: 923.464478
	Iteration 0F: 3 clusters Score -1373674 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1381185.125000 Penalty: 923.464478
	Iteration 1F: 3 clusters Score -1381185 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1381994.500000 Penalty: 923.464478
	Iteration 2F: 3 clusters Score -1381994 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1383188.000000 Penalty: 923.464478
	Iteration 3F: 3 clusters Score -1383188 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1384968.000000 Penalty: 923.464478
	Iteration 4F: 3 clusters Score -1384968 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1387179.250000 Penalty: 923.464478
	Iteration 5F: 3 clusters Score -1387179 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1388973.875000 Penalty: 923.464478
	Iteration 6F: 3 clusters Score -1388974 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1389814.375000 Penalty: 923.464478
	Iteration 7Q: 3 clusters Score -1389814 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1390110.000000 Penalty: 923.464478
	Iteration 8Q: 3 clusters Score -1390110 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1390206.125000 Penalty: 923.464478
	Iteration 9Q: 3 clusters Score -1390206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1390251.625000 Penalty: 923.464478
	Iteration 10Q: 3 clusters Score -1390252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1390274.375000 Penalty: 923.464478
	Iteration 11Q: 3 clusters Score -1390274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1390282.250000 Penalty: 923.464478
	Iteration 12Q: 3 clusters Score -1390282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1390289.250000 Penalty: 923.464478
	Iteration 13Q: 3 clusters Score -1390289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1390293.250000 Penalty: 923.464478
	Iteration 14Q: 3 clusters Score -1390293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1390298.875000 Penalty: 923.464478
	Iteration 15Q: 3 clusters Score -1390299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1390303.375000 Penalty: 923.464478
	Iteration 16Q: 3 clusters Score -1390303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1390305.000000 Penalty: 923.464478
	Iteration 17Q: 3 clusters Score -1390305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1390305.250000 Penalty: 923.464478
	Iteration 18Q: 3 clusters Score -1390305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1390306.750000 Penalty: 923.464478
	Iteration 19Q: 3 clusters Score -1390307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1390307.750000 Penalty: 923.464478
	Iteration 20F: 3 clusters Score -1390308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -145259.109375 Penalty: 360.971436
	Iteration 0F: 2 clusters Score -145259.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -143384.562500 Penalty: 721.942871
	Iteration 0F: 3 clusters Score -143384.6 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -144121.375000 Penalty: 721.942871
	Iteration 1F: 3 clusters Score -144121.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -144252.921875 Penalty: 721.942871
	Iteration 2F: 3 clusters Score -144252.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -144384.453125 Penalty: 721.942871
	Iteration 3F: 3 clusters Score -144384.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -144494.031250 Penalty: 721.942871
	Iteration 4F: 3 clusters Score -144494 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -144591.484375 Penalty: 721.942871
	Iteration 5F: 3 clusters Score -144591.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -144671.968750 Penalty: 721.942871
	Iteration 6F: 3 clusters Score -144672 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -144724.531250 Penalty: 721.942871
	Iteration 7Q: 3 clusters Score -144724.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -144766.125000 Penalty: 721.942871
	Iteration 8Q: 3 clusters Score -144766.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -144801.593750 Penalty: 721.942871
	Iteration 9Q: 3 clusters Score -144801.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -144822.125000 Penalty: 721.942871
	Iteration 10Q: 3 clusters Score -144822.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -144836.156250 Penalty: 721.942871
	Iteration 11Q: 3 clusters Score -144836.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -144847.609375 Penalty: 721.942871
	Iteration 12Q: 3 clusters Score -144847.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -144864.609375 Penalty: 721.942871
	Iteration 13Q: 3 clusters Score -144864.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -144877.515625 Penalty: 721.942871
	Iteration 14Q: 3 clusters Score -144877.5 nChanged 35
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: -144890.171875 Penalty: 721.942871
	Iteration 15Q: 3 clusters Score -144890.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -144901.328125 Penalty: 721.942871
	Iteration 16Q: 3 clusters Score -144901.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -144915.609375 Penalty: 721.942871
	Iteration 17Q: 3 clusters Score -144915.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144925.296875 Penalty: 721.942871
	Iteration 18Q: 3 clusters Score -144925.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -144933.796875 Penalty: 721.942871
	Iteration 19Q: 3 clusters Score -144933.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -144941.562500 Penalty: 721.942871
	Iteration 20F: 3 clusters Score -144941.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -144949.750000 Penalty: 721.942871
	Iteration 21Q: 3 clusters Score -144949.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -144956.859375 Penalty: 721.942871
	Iteration 22Q: 3 clusters Score -144956.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -144963.328125 Penalty: 721.942871
	Iteration 23Q: 3 clusters Score -144963.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -144971.234375 Penalty: 721.942871
	Iteration 24Q: 3 clusters Score -144971.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -144976.984375 Penalty: 721.942871
	Iteration 25Q: 3 clusters Score -144977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -144983.562500 Penalty: 721.942871
	Iteration 26Q: 3 clusters Score -144983.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -144989.703125 Penalty: 721.942871
	Iteration 27Q: 3 clusters Score -144989.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -144997.296875 Penalty: 721.942871
	Iteration 28Q: 3 clusters Score -144997.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -145004.546875 Penalty: 721.942871
	Iteration 29Q: 3 clusters Score -145004.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145011.578125 Penalty: 721.942871
	Iteration 30Q: 3 clusters Score -145011.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145018.218750 Penalty: 721.942871
	Iteration 31Q: 3 clusters Score -145018.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -145023.828125 Penalty: 721.942871
	Iteration 32Q: 3 clusters Score -145023.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -145027.593750 Penalty: 721.942871
	Iteration 33Q: 3 clusters Score -145027.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -145030.843750 Penalty: 721.942871
	Iteration 34Q: 3 clusters Score -145030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -145033.375000 Penalty: 721.942871
	Iteration 35Q: 3 clusters Score -145033.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -145035.984375 Penalty: 721.942871
	Iteration 36Q: 3 clusters Score -145036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -145037.859375 Penalty: 721.942871
	Iteration 37Q: 3 clusters Score -145037.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -145039.078125 Penalty: 721.942871
	Iteration 38Q: 3 clusters Score -145039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -145040.953125 Penalty: 721.942871
	Iteration 39Q: 3 clusters Score -145041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -145041.781250 Penalty: 721.942871
	Iteration 40F: 3 clusters Score -145041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -145042.546875 Penalty: 721.942871
	Iteration 41Q: 3 clusters Score -145042.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -145043.203125 Penalty: 721.942871
	Iteration 42Q: 3 clusters Score -145043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -145043.328125 Penalty: 721.942871
	Iteration 43Q: 3 clusters Score -145043.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -145043.328125 Penalty: 721.942871
	Iteration 44F: 3 clusters Score -145043.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Entering Unmasked Estep 
Score: -675924.250000 Penalty: 428.009918
	Iteration 0F: 2 clusters Score -675924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -667792.875000 Penalty: 856.019836
	Iteration 0F: 3 clusters Score -667792.9 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -670920.875000 Penalty: 856.019836
	Iteration 1F: 3 clusters Score -670920.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -671109.250000 Penalty: 856.019836
	Iteration 2Q: 3 clusters Score -671109.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -671310.312500 Penalty: 856.019836
	Iteration 3Q: 3 clusters Score -671310.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -671518.562500 Penalty: 856.019836
	Iteration 4Q: 3 clusters Score -671518.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -671789.500000 Penalty: 856.019836
	Iteration 5Q: 3 clusters Score -671789.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -672225.062500 Penalty: 856.019836
	Iteration 6F: 3 clusters Score -672225.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -672859.750000 Penalty: 856.019836
	Iteration 7F: 3 clusters Score -672859.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -673511.437500 Penalty: 856.019836
	Iteration 8F: 3 clusters Score -673511.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -673795.687500 Penalty: 856.019836
	Iteration 9Q: 3 clusters Score -673795.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -673890.250000 Penalty: 856.019836
	Iteration 10Q: 3 clusters Score -673890.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -673941.375000 Penalty: 856.019836
	Iteration 11Q: 3 clusters Score -673941.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -673981.062500 Penalty: 856.019836
	Iteration 12Q: 3 clusters Score -673981.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -674021.000000 Penalty: 856.019836
	Iteration 13Q: 3 clusters Score -674021 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -674051.312500 Penalty: 856.019836
	Iteration 14Q: 3 clusters Score -674051.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -674080.625000 Penalty: 856.019836
	Iteration 15Q: 3 clusters Score -674080.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -674104.062500 Penalty: 856.019836
	Iteration 16Q: 3 clusters Score -674104.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -674130.812500 Penalty: 856.019836
	Iteration 17Q: 3 clusters Score -674130.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -674154.375000 Penalty: 856.019836
	Iteration 18Q: 3 clusters Score -674154.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -674177.062500 Penalty: 856.019836
	Iteration 19Q: 3 clusters Score -674177.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -674197.000000 Penalty: 856.019836
	Iteration 20F: 3 clusters Score -674197 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -674215.187500 Penalty: 856.019836
	Iteration 21Q: 3 clusters Score -674215.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -674234.125000 Penalty: 856.019836
	Iteration 22Q: 3 clusters Score -674234.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -674257.375000 Penalty: 856.019836
	Iteration 23Q: 3 clusters Score -674257.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -674271.250000 Penalty: 856.019836
	Iteration 24Q: 3 clusters Score -674271.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -674284.500000 Penalty: 856.019836
	Iteration 25Q: 3 clusters Score -674284.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -674298.687500 Penalty: 856.019836
	Iteration 26Q: 3 clusters Score -674298.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -674309.687500 Penalty: 856.019836
	Iteration 27Q: 3 clusters Score -674309.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -674318.312500 Penalty: 856.019836
	Iteration 28Q: 3 clusters Score -674318.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -674321.187500 Penalty: 856.019836
	Iteration 29Q: 3 clusters Score -674321.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -674331.250000 Penalty: 856.019836
	Iteration 30Q: 3 clusters Score -674331.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -674334.812500 Penalty: 856.019836
	Iteration 31Q: 3 clusters Score -674334.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -674338.812500 Penalty: 856.019836
	Iteration 32Q: 3 clusters Score -674338.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -674342.125000 Penalty: 856.019836
	Iteration 33Q: 3 clusters Score -674342.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -674347.437500 Penalty: 856.019836
	Iteration 34Q: 3 clusters Score -674347.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -674350.437500 Penalty: 856.019836
	Iteration 35Q: 3 clusters Score -674350.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -674352.437500 Penalty: 856.019836
	Iteration 36Q: 3 clusters Score -674352.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -674353.812500 Penalty: 856.019836
	Iteration 37Q: 3 clusters Score -674353.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -674354.062500 Penalty: 856.019836
	Iteration 38Q: 3 clusters Score -674354.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -674357.187500 Penalty: 856.019836
	Iteration 39Q: 3 clusters Score -674357.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -674359.937500 Penalty: 856.019836
	Iteration 40F: 3 clusters Score -674359.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -674360.625000 Penalty: 856.019836
	Iteration 41Q: 3 clusters Score -674360.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -674362.812500 Penalty: 856.019836
	Iteration 42Q: 3 clusters Score -674362.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -674363.562500 Penalty: 856.019836
	Iteration 43Q: 3 clusters Score -674363.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -674364.562500 Penalty: 856.019836
	Iteration 44Q: 3 clusters Score -674364.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -674367.000000 Penalty: 856.019836
	Iteration 45Q: 3 clusters Score -674367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -674370.187500 Penalty: 856.019836
	Iteration 46Q: 3 clusters Score -674370.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -674373.125000 Penalty: 856.019836
	Iteration 47Q: 3 clusters Score -674373.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -674371.000000 Penalty: 856.019836
	Iteration 48Q: 3 clusters Score -674371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -674373.750000 Penalty: 856.019836
	Iteration 49Q: 3 clusters Score -674373.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -674375.187500 Penalty: 856.019836
	Iteration 50Q: 3 clusters Score -674375.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -674374.875000 Penalty: 856.019836
	Iteration 51Q: 3 clusters Score -674374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -674376.062500 Penalty: 856.019836
	Iteration 52Q: 3 clusters Score -674376.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -674378.000000 Penalty: 856.019836
	Iteration 53Q: 3 clusters Score -674378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -674376.562500 Penalty: 856.019836
	Iteration 54Q: 3 clusters Score -674376.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -674378.375000 Penalty: 856.019836
	Iteration 55Q: 3 clusters Score -674378.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -674380.437500 Penalty: 856.019836
	Iteration 56Q: 3 clusters Score -674380.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -674382.437500 Penalty: 856.019836
	Iteration 57Q: 3 clusters Score -674382.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -674384.625000 Penalty: 856.019836
	Iteration 58Q: 3 clusters Score -674384.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -674386.500000 Penalty: 856.019836
	Iteration 59Q: 3 clusters Score -674386.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -674388.187500 Penalty: 856.019836
	Iteration 60F: 3 clusters Score -674388.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -674396.500000 Penalty: 856.019836
	Iteration 61Q: 3 clusters Score -674396.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -674399.250000 Penalty: 856.019836
	Iteration 62Q: 3 clusters Score -674399.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -674404.937500 Penalty: 856.019836
	Iteration 63Q: 3 clusters Score -674404.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -674406.750000 Penalty: 856.019836
	Iteration 64Q: 3 clusters Score -674406.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -674414.375000 Penalty: 856.019836
	Iteration 65Q: 3 clusters Score -674414.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -674421.000000 Penalty: 856.019836
	Iteration 66Q: 3 clusters Score -674421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -674428.437500 Penalty: 856.019836
	Iteration 67Q: 3 clusters Score -674428.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -674436.625000 Penalty: 856.019836
	Iteration 68Q: 3 clusters Score -674436.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -674443.187500 Penalty: 856.019836
	Iteration 69Q: 3 clusters Score -674443.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -674450.937500 Penalty: 856.019836
	Iteration 70Q: 3 clusters Score -674450.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -674460.062500 Penalty: 856.019836
	Iteration 71Q: 3 clusters Score -674460.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -674465.187500 Penalty: 856.019836
	Iteration 72Q: 3 clusters Score -674465.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -674475.562500 Penalty: 856.019836
	Iteration 73Q: 3 clusters Score -674475.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -674480.375000 Penalty: 856.019836
	Iteration 74Q: 3 clusters Score -674480.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -674488.437500 Penalty: 856.019836
	Iteration 75Q: 3 clusters Score -674488.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -674495.625000 Penalty: 856.019836
	Iteration 76Q: 3 clusters Score -674495.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -674500.312500 Penalty: 856.019836
	Iteration 77Q: 3 clusters Score -674500.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -674507.687500 Penalty: 856.019836
	Iteration 78Q: 3 clusters Score -674507.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -674517.812500 Penalty: 856.019836
	Iteration 79Q: 3 clusters Score -674517.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -674526.500000 Penalty: 856.019836
	Iteration 80F: 3 clusters Score -674526.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -674534.187500 Penalty: 856.019836
	Iteration 81Q: 3 clusters Score -674534.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -674545.937500 Penalty: 856.019836
	Iteration 82Q: 3 clusters Score -674545.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -674555.375000 Penalty: 856.019836
	Iteration 83Q: 3 clusters Score -674555.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -674563.875000 Penalty: 856.019836
	Iteration 84Q: 3 clusters Score -674563.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -674570.750000 Penalty: 856.019836
	Iteration 85Q: 3 clusters Score -674570.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -674575.937500 Penalty: 856.019836
	Iteration 86Q: 3 clusters Score -674575.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -674581.187500 Penalty: 856.019836
	Iteration 87Q: 3 clusters Score -674581.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -674585.875000 Penalty: 856.019836
	Iteration 88Q: 3 clusters Score -674585.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -674590.375000 Penalty: 856.019836
	Iteration 89Q: 3 clusters Score -674590.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -674594.500000 Penalty: 856.019836
	Iteration 90Q: 3 clusters Score -674594.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -674600.625000 Penalty: 856.019836
	Iteration 91Q: 3 clusters Score -674600.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -674611.312500 Penalty: 856.019836
	Iteration 92Q: 3 clusters Score -674611.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -674620.750000 Penalty: 856.019836
	Iteration 93Q: 3 clusters Score -674620.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -674629.187500 Penalty: 856.019836
	Iteration 94Q: 3 clusters Score -674629.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -674636.625000 Penalty: 856.019836
	Iteration 95Q: 3 clusters Score -674636.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -674641.875000 Penalty: 856.019836
	Iteration 96Q: 3 clusters Score -674641.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -674648.812500 Penalty: 856.019836
	Iteration 97Q: 3 clusters Score -674648.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -674654.000000 Penalty: 856.019836
	Iteration 98Q: 3 clusters Score -674654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -674657.687500 Penalty: 856.019836
	Iteration 99Q: 3 clusters Score -674657.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -674659.687500 Penalty: 856.019836
	Iteration 100F: 3 clusters Score -674659.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -674664.937500 Penalty: 856.019836
	Iteration 101Q: 3 clusters Score -674664.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -674670.250000 Penalty: 856.019836
	Iteration 102Q: 3 clusters Score -674670.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -674671.500000 Penalty: 856.019836
	Iteration 103Q: 3 clusters Score -674671.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -674674.250000 Penalty: 856.019836
	Iteration 104Q: 3 clusters Score -674674.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -674676.312500 Penalty: 856.019836
	Iteration 105Q: 3 clusters Score -674676.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -674678.500000 Penalty: 856.019836
	Iteration 106Q: 3 clusters Score -674678.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -674681.062500 Penalty: 856.019836
	Iteration 107Q: 3 clusters Score -674681.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -674679.500000 Penalty: 856.019836
	Iteration 108Q: 3 clusters Score -674679.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -674683.000000 Penalty: 856.019836
	Iteration 109Q: 3 clusters Score -674683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -674685.937500 Penalty: 856.019836
	Iteration 110Q: 3 clusters Score -674685.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -674689.312500 Penalty: 856.019836
	Iteration 111Q: 3 clusters Score -674689.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -674691.687500 Penalty: 856.019836
	Iteration 112Q: 3 clusters Score -674691.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -674695.625000 Penalty: 856.019836
	Iteration 113Q: 3 clusters Score -674695.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -674698.875000 Penalty: 856.019836
	Iteration 114Q: 3 clusters Score -674698.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -674700.875000 Penalty: 856.019836
	Iteration 115Q: 3 clusters Score -674700.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -674702.250000 Penalty: 856.019836
	Iteration 116Q: 3 clusters Score -674702.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -674704.687500 Penalty: 856.019836
	Iteration 117Q: 3 clusters Score -674704.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -674707.312500 Penalty: 856.019836
	Iteration 118Q: 3 clusters Score -674707.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -674708.937500 Penalty: 856.019836
	Iteration 119Q: 3 clusters Score -674708.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -674711.000000 Penalty: 856.019836
	Iteration 120F: 3 clusters Score -674711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -674714.250000 Penalty: 856.019836
	Iteration 121Q: 3 clusters Score -674714.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -674716.000000 Penalty: 856.019836
	Iteration 122Q: 3 clusters Score -674716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -674717.812500 Penalty: 856.019836
	Iteration 123Q: 3 clusters Score -674717.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -674719.562500 Penalty: 856.019836
	Iteration 124Q: 3 clusters Score -674719.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -674717.875000 Penalty: 856.019836
	Iteration 125Q: 3 clusters Score -674717.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -674720.812500 Penalty: 856.019836
	Iteration 126Q: 3 clusters Score -674720.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -674720.687500 Penalty: 856.019836
	Iteration 127Q: 3 clusters Score -674720.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -674722.125000 Penalty: 856.019836
	Iteration 128Q: 3 clusters Score -674722.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -674722.000000 Penalty: 856.019836
	Iteration 129Q: 3 clusters Score -674722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -674722.312500 Penalty: 856.019836
	Iteration 130Q: 3 clusters Score -674722.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -674724.312500 Penalty: 856.019836
	Iteration 131Q: 3 clusters Score -674724.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -674724.812500 Penalty: 856.019836
	Iteration 132Q: 3 clusters Score -674724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -674723.750000 Penalty: 856.019836
	Iteration 133Q: 3 clusters Score -674723.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -674725.250000 Penalty: 856.019836
	Iteration 134Q: 3 clusters Score -674725.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -674724.687500 Penalty: 856.019836
	Iteration 135Q: 3 clusters Score -674724.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -674725.562500 Penalty: 856.019836
	Iteration 136Q: 3 clusters Score -674725.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -674727.687500 Penalty: 856.019836
	Iteration 137Q: 3 clusters Score -674727.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -674726.250000 Penalty: 856.019836
	Iteration 138Q: 3 clusters Score -674726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -674728.812500 Penalty: 856.019836
	Iteration 139Q: 3 clusters Score -674728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -674726.937500 Penalty: 856.019836
	Iteration 140F: 3 clusters Score -674726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -674729.062500 Penalty: 856.019836
	Iteration 141Q: 3 clusters Score -674729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -674728.500000 Penalty: 856.019836
	Iteration 142Q: 3 clusters Score -674728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -674729.500000 Penalty: 856.019836
	Iteration 143Q: 3 clusters Score -674729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -674729.625000 Penalty: 856.019836
	Iteration 144Q: 3 clusters Score -674729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -674730.062500 Penalty: 856.019836
	Iteration 145Q: 3 clusters Score -674730.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -674728.875000 Penalty: 856.019836
	Iteration 146Q: 3 clusters Score -674728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -674729.062500 Penalty: 856.019836
	Iteration 147Q: 3 clusters Score -674729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -674729.125000 Penalty: 856.019836
	Iteration 148Q: 3 clusters Score -674729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -674728.875000 Penalty: 856.019836
	Iteration 149Q: 3 clusters Score -674728.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -674728.875000 Penalty: 856.019836
	Iteration 150F: 3 clusters Score -674728.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Entering Unmasked Estep 
Score: -910373.375000 Penalty: 442.458405
	Iteration 0F: 2 clusters Score -910373.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -899070.437500 Penalty: 884.916809
	Iteration 0F: 3 clusters Score -899070.4 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -903660.250000 Penalty: 884.916809
	Iteration 1F: 3 clusters Score -903660.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -903821.312500 Penalty: 884.916809
	Iteration 2Q: 3 clusters Score -903821.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -904014.562500 Penalty: 884.916809
	Iteration 3Q: 3 clusters Score -904014.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -904286.375000 Penalty: 884.916809
	Iteration 4Q: 3 clusters Score -904286.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -904694.812500 Penalty: 884.916809
	Iteration 5Q: 3 clusters Score -904694.8 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -905274.312500 Penalty: 884.916809
	Iteration 6F: 3 clusters Score -905274.3 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -906016.062500 Penalty: 884.916809
	Iteration 7F: 3 clusters Score -906016.1 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -906876.437500 Penalty: 884.916809
	Iteration 8F: 3 clusters Score -906876.4 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -907608.937500 Penalty: 884.916809
	Iteration 9F: 3 clusters Score -907608.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -908101.187500 Penalty: 884.916809
	Iteration 10Q: 3 clusters Score -908101.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -908469.750000 Penalty: 884.916809
	Iteration 11Q: 3 clusters Score -908469.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -908800.375000 Penalty: 884.916809
	Iteration 12Q: 3 clusters Score -908800.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -909046.437500 Penalty: 884.916809
	Iteration 13Q: 3 clusters Score -909046.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -909243.937500 Penalty: 884.916809
	Iteration 14Q: 3 clusters Score -909243.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -909396.000000 Penalty: 884.916809
	Iteration 15Q: 3 clusters Score -909396 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -909530.687500 Penalty: 884.916809
	Iteration 16Q: 3 clusters Score -909530.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -909648.062500 Penalty: 884.916809
	Iteration 17Q: 3 clusters Score -909648.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -909759.687500 Penalty: 884.916809
	Iteration 18Q: 3 clusters Score -909759.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -909839.812500 Penalty: 884.916809
	Iteration 19Q: 3 clusters Score -909839.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -909900.812500 Penalty: 884.916809
	Iteration 20F: 3 clusters Score -909900.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -909956.125000 Penalty: 884.916809
	Iteration 21Q: 3 clusters Score -909956.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -909985.187500 Penalty: 884.916809
	Iteration 22Q: 3 clusters Score -909985.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -910004.750000 Penalty: 884.916809
	Iteration 23Q: 3 clusters Score -910004.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -910013.250000 Penalty: 884.916809
	Iteration 24Q: 3 clusters Score -910013.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -910019.312500 Penalty: 884.916809
	Iteration 25Q: 3 clusters Score -910019.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -910025.312500 Penalty: 884.916809
	Iteration 26Q: 3 clusters Score -910025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -910029.125000 Penalty: 884.916809
	Iteration 27Q: 3 clusters Score -910029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -910030.375000 Penalty: 884.916809
	Iteration 28Q: 3 clusters Score -910030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -910030.750000 Penalty: 884.916809
	Iteration 29Q: 3 clusters Score -910030.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -910032.687500 Penalty: 884.916809
	Iteration 30Q: 3 clusters Score -910032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -910032.812500 Penalty: 884.916809
	Iteration 31Q: 3 clusters Score -910032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -910032.812500 Penalty: 884.916809
	Iteration 32F: 3 clusters Score -910032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (87860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Entering Unmasked Estep 
Score: -4862802.000000 Penalty: 517.949280
	Iteration 0F: 2 clusters Score -4862802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -4804543.500000 Penalty: 1035.898560
	Iteration 0F: 3 clusters Score -4804544 nChanged 42940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -4830531.500000 Penalty: 1035.898560
	Iteration 1F: 3 clusters Score -4830532 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -4831262.000000 Penalty: 1035.898560
	Iteration 2Q: 3 clusters Score -4831262 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -4832251.000000 Penalty: 1035.898560
	Iteration 3Q: 3 clusters Score -4832251 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4833789.500000 Penalty: 1035.898560
	Iteration 4Q: 3 clusters Score -4833790 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -4836610.500000 Penalty: 1035.898560
	Iteration 5F: 3 clusters Score -4836610 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -4841557.000000 Penalty: 1035.898560
	Iteration 6F: 3 clusters Score -4841557 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -4848755.000000 Penalty: 1035.898560
	Iteration 7F: 3 clusters Score -4848755 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -4856058.500000 Penalty: 1035.898560
	Iteration 8F: 3 clusters Score -4856058 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85792 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4860437.000000 Penalty: 1035.898560
	Iteration 9F: 3 clusters Score -4860437 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4861926.500000 Penalty: 1035.898560
	Iteration 10Q: 3 clusters Score -4861926 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4862225.500000 Penalty: 1035.898560
	Iteration 11Q: 3 clusters Score -4862226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4862302.500000 Penalty: 1035.898560
	Iteration 12Q: 3 clusters Score -4862302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87814 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4862324.000000 Penalty: 1035.898560
	Iteration 13Q: 3 clusters Score -4862324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4862333.500000 Penalty: 1035.898560
	Iteration 14Q: 3 clusters Score -4862334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4862337.500000 Penalty: 1035.898560
	Iteration 15Q: 3 clusters Score -4862338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4862343.000000 Penalty: 1035.898560
	Iteration 16Q: 3 clusters Score -4862343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4862343.000000 Penalty: 1035.898560
	Iteration 17Q: 3 clusters Score -4862343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4862343.000000 Penalty: 1035.898560
	Iteration 18Q: 3 clusters Score -4862343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4862343.000000 Penalty: 1035.898560
	Iteration 19F: 3 clusters Score -4862343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -82732.835938 Penalty: 338.231842
	Iteration 0F: 2 clusters Score -82732.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -81471.875000 Penalty: 676.463684
	Iteration 0F: 3 clusters Score -81471.88 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -81860.460938 Penalty: 676.463684
	Iteration 1F: 3 clusters Score -81860.46 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -81901.601562 Penalty: 676.463684
	Iteration 2F: 3 clusters Score -81901.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -81932.093750 Penalty: 676.463684
	Iteration 3Q: 3 clusters Score -81932.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -81958.976562 Penalty: 676.463684
	Iteration 4Q: 3 clusters Score -81958.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -81980.562500 Penalty: 676.463684
	Iteration 5Q: 3 clusters Score -81980.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -81989.953125 Penalty: 676.463684
	Iteration 6Q: 3 clusters Score -81989.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -81998.539062 Penalty: 676.463684
	Iteration 7Q: 3 clusters Score -81998.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -82008.593750 Penalty: 676.463684
	Iteration 8Q: 3 clusters Score -82008.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -82019.187500 Penalty: 676.463684
	Iteration 9Q: 3 clusters Score -82019.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -82029.914062 Penalty: 676.463684
	Iteration 10Q: 3 clusters Score -82029.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -82045.828125 Penalty: 676.463684
	Iteration 11Q: 3 clusters Score -82045.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -82071.593750 Penalty: 676.463684
	Iteration 12Q: 3 clusters Score -82071.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -82116.117188 Penalty: 676.463684
	Iteration 13Q: 3 clusters Score -82116.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -82152.828125 Penalty: 676.463684
	Iteration 14Q: 3 clusters Score -82152.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -82186.164062 Penalty: 676.463684
	Iteration 15Q: 3 clusters Score -82186.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -82222.367188 Penalty: 676.463684
	Iteration 16Q: 3 clusters Score -82222.37 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -82272.242188 Penalty: 676.463684
	Iteration 17Q: 3 clusters Score -82272.24 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -82309.203125 Penalty: 676.463684
	Iteration 18Q: 3 clusters Score -82309.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -82350.515625 Penalty: 676.463684
	Iteration 19Q: 3 clusters Score -82350.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -82389.992188 Penalty: 676.463684
	Iteration 20F: 3 clusters Score -82389.99 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -82424.414062 Penalty: 676.463684
	Iteration 21Q: 3 clusters Score -82424.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -82453.007812 Penalty: 676.463684
	Iteration 22Q: 3 clusters Score -82453.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -82479.320312 Penalty: 676.463684
	Iteration 23Q: 3 clusters Score -82479.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -82501.101562 Penalty: 676.463684
	Iteration 24Q: 3 clusters Score -82501.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -82514.914062 Penalty: 676.463684
	Iteration 25Q: 3 clusters Score -82514.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -82521.757812 Penalty: 676.463684
	Iteration 26Q: 3 clusters Score -82521.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -82524.789062 Penalty: 676.463684
	Iteration 27Q: 3 clusters Score -82524.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -82526.601562 Penalty: 676.463684
	Iteration 28Q: 3 clusters Score -82526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -82527.179688 Penalty: 676.463684
	Iteration 29Q: 3 clusters Score -82527.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -82527.968750 Penalty: 676.463684
	Iteration 30Q: 3 clusters Score -82527.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -82528.203125 Penalty: 676.463684
	Iteration 31Q: 3 clusters Score -82528.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -82528.460938 Penalty: 676.463684
	Iteration 32Q: 3 clusters Score -82528.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -82528.460938 Penalty: 676.463684
	Iteration 33F: 3 clusters Score -82528.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (31344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Entering Unmasked Estep 
Score: -1627140.375000 Penalty: 471.051422
	Iteration 0F: 2 clusters Score -1627140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1606241.500000 Penalty: 942.102844
	Iteration 0F: 3 clusters Score -1606242 nChanged 15077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1615074.500000 Penalty: 942.102844
	Iteration 1F: 3 clusters Score -1615074 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1615657.375000 Penalty: 942.102844
	Iteration 2Q: 3 clusters Score -1615657 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1616493.625000 Penalty: 942.102844
	Iteration 3F: 3 clusters Score -1616494 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1617719.125000 Penalty: 942.102844
	Iteration 4F: 3 clusters Score -1617719 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1619413.375000 Penalty: 942.102844
	Iteration 5F: 3 clusters Score -1619413 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1620822.000000 Penalty: 942.102844
	Iteration 6F: 3 clusters Score -1620822 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1621424.000000 Penalty: 942.102844
	Iteration 7Q: 3 clusters Score -1621424 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1621672.250000 Penalty: 942.102844
	Iteration 8Q: 3 clusters Score -1621672 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1621842.500000 Penalty: 942.102844
	Iteration 9Q: 3 clusters Score -1621842 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1621996.000000 Penalty: 942.102844
	Iteration 10Q: 3 clusters Score -1621996 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1622200.000000 Penalty: 942.102844
	Iteration 11Q: 3 clusters Score -1622200 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1622428.000000 Penalty: 942.102844
	Iteration 12Q: 3 clusters Score -1622428 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1622674.750000 Penalty: 942.102844
	Iteration 13Q: 3 clusters Score -1622675 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1622920.750000 Penalty: 942.102844
	Iteration 14Q: 3 clusters Score -1622921 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1623169.125000 Penalty: 942.102844
	Iteration 15Q: 3 clusters Score -1623169 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1623440.750000 Penalty: 942.102844
	Iteration 16Q: 3 clusters Score -1623441 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1623716.375000 Penalty: 942.102844
	Iteration 17Q: 3 clusters Score -1623716 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1623986.000000 Penalty: 942.102844
	Iteration 18Q: 3 clusters Score -1623986 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1624209.500000 Penalty: 942.102844
	Iteration 19Q: 3 clusters Score -1624210 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1624410.750000 Penalty: 942.102844
	Iteration 20F: 3 clusters Score -1624411 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1624582.250000 Penalty: 942.102844
	Iteration 21Q: 3 clusters Score -1624582 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1624730.875000 Penalty: 942.102844
	Iteration 22Q: 3 clusters Score -1624731 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1624876.750000 Penalty: 942.102844
	Iteration 23Q: 3 clusters Score -1624877 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1625000.250000 Penalty: 942.102844
	Iteration 24Q: 3 clusters Score -1625000 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1625103.500000 Penalty: 942.102844
	Iteration 25Q: 3 clusters Score -1625104 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1625218.000000 Penalty: 942.102844
	Iteration 26Q: 3 clusters Score -1625218 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1625345.875000 Penalty: 942.102844
	Iteration 27Q: 3 clusters Score -1625346 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1625467.375000 Penalty: 942.102844
	Iteration 28Q: 3 clusters Score -1625467 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1625605.250000 Penalty: 942.102844
	Iteration 29Q: 3 clusters Score -1625605 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1625759.750000 Penalty: 942.102844
	Iteration 30Q: 3 clusters Score -1625760 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1625885.250000 Penalty: 942.102844
	Iteration 31Q: 3 clusters Score -1625885 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1626001.125000 Penalty: 942.102844
	Iteration 32Q: 3 clusters Score -1626001 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1626124.000000 Penalty: 942.102844
	Iteration 33Q: 3 clusters Score -1626124 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1626230.875000 Penalty: 942.102844
	Iteration 34Q: 3 clusters Score -1626231 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1626318.000000 Penalty: 942.102844
	Iteration 35Q: 3 clusters Score -1626318 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1626396.875000 Penalty: 942.102844
	Iteration 36Q: 3 clusters Score -1626397 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1626472.250000 Penalty: 942.102844
	Iteration 37Q: 3 clusters Score -1626472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1626548.250000 Penalty: 942.102844
	Iteration 38Q: 3 clusters Score -1626548 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1626600.375000 Penalty: 942.102844
	Iteration 39Q: 3 clusters Score -1626600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1626643.125000 Penalty: 942.102844
	Iteration 40F: 3 clusters Score -1626643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1626666.875000 Penalty: 942.102844
	Iteration 41Q: 3 clusters Score -1626667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1626694.250000 Penalty: 942.102844
	Iteration 42Q: 3 clusters Score -1626694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1626718.250000 Penalty: 942.102844
	Iteration 43Q: 3 clusters Score -1626718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1626738.000000 Penalty: 942.102844
	Iteration 44Q: 3 clusters Score -1626738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1626755.250000 Penalty: 942.102844
	Iteration 45Q: 3 clusters Score -1626755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1626763.625000 Penalty: 942.102844
	Iteration 46Q: 3 clusters Score -1626764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1626770.000000 Penalty: 942.102844
	Iteration 47Q: 3 clusters Score -1626770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1626774.250000 Penalty: 942.102844
	Iteration 48Q: 3 clusters Score -1626774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1626779.625000 Penalty: 942.102844
	Iteration 49Q: 3 clusters Score -1626780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1626784.500000 Penalty: 942.102844
	Iteration 50Q: 3 clusters Score -1626784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1626784.750000 Penalty: 942.102844
	Iteration 51Q: 3 clusters Score -1626785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1626786.750000 Penalty: 942.102844
	Iteration 52Q: 3 clusters Score -1626787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1626788.875000 Penalty: 942.102844
	Iteration 53Q: 3 clusters Score -1626789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1626789.375000 Penalty: 942.102844
	Iteration 54Q: 3 clusters Score -1626789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1626790.000000 Penalty: 942.102844
	Iteration 55Q: 3 clusters Score -1626790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1626790.000000 Penalty: 942.102844
	Iteration 56F: 3 clusters Score -1626790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (115054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115054 members 
Entering Unmasked Estep 
Score: -6236094.500000 Penalty: 530.218628
	Iteration 0F: 2 clusters Score -6236094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -6160631.500000 Penalty: 1060.437256
	Iteration 0F: 3 clusters Score -6160632 nChanged 56229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 55651 members 
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Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 54319 members 
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Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 52515 members 
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Mstep: Class 2 contains 50522 members 
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Mstep: Class 2 contains 47352 members 
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Mstep: Class 2 contains 44863 members 
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Mstep: Class 2 contains 43303 members 
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Mstep: Class 2 contains 42658 members 
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Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6231974 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6231982 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6231980 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6231973 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6231991 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6231972 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6231980 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60364 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6231996 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6232020 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6232026 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6232054 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6232064 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -6232045.500000 Penalty: 1060.437256
	Iteration 200F: 3 clusters Score -6232046 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6232056 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -6232056 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -6232074 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -6232072 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -6232085 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57853 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6232088 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -6232112.000000 Penalty: 1060.437256
	Iteration 207Q: 3 clusters Score -6232112 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -6232128 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6232130 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6232166 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 58170 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6232174 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -6232148.000000 Penalty: 1060.437256
	Iteration 212Q: 3 clusters Score -6232148 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56550 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -6232158 nChanged 179
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Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -6232176.000000 Penalty: 1060.437256
	Iteration 214Q: 3 clusters Score -6232176 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 58840 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6232176 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -6232188 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -6232172.000000 Penalty: 1060.437256
	Iteration 217Q: 3 clusters Score -6232172 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -6232184.000000 Penalty: 1060.437256
	Iteration 218Q: 3 clusters Score -6232184 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -6232172 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -6232183.000000 Penalty: 1060.437256
	Iteration 220F: 3 clusters Score -6232183 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -6232190.500000 Penalty: 1060.437256
	Iteration 221Q: 3 clusters Score -6232190 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -6232195.000000 Penalty: 1060.437256
	Iteration 222Q: 3 clusters Score -6232195 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -6232208 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 60616 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -6232190 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -6232197.000000 Penalty: 1060.437256
	Iteration 225Q: 3 clusters Score -6232197 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -6232196.000000 Penalty: 1060.437256
	Iteration 226Q: 3 clusters Score -6232196 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -6232207.000000 Penalty: 1060.437256
	Iteration 227Q: 3 clusters Score -6232207 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -6232226.000000 Penalty: 1060.437256
	Iteration 228Q: 3 clusters Score -6232226 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -6232239.500000 Penalty: 1060.437256
	Iteration 229Q: 3 clusters Score -6232240 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -6232237.000000 Penalty: 1060.437256
	Iteration 230Q: 3 clusters Score -6232237 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -6232224.500000 Penalty: 1060.437256
	Iteration 231Q: 3 clusters Score -6232224 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -6232209.000000 Penalty: 1060.437256
	Iteration 232Q: 3 clusters Score -6232209 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -6232222.000000 Penalty: 1060.437256
	Iteration 233Q: 3 clusters Score -6232222 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -6232217.000000 Penalty: 1060.437256
	Iteration 234Q: 3 clusters Score -6232217 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -6232223.500000 Penalty: 1060.437256
	Iteration 235Q: 3 clusters Score -6232224 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -6232221.500000 Penalty: 1060.437256
	Iteration 236Q: 3 clusters Score -6232222 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -6232230.500000 Penalty: 1060.437256
	Iteration 237Q: 3 clusters Score -6232230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -6232225.000000 Penalty: 1060.437256
	Iteration 238Q: 3 clusters Score -6232225 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -6232202.500000 Penalty: 1060.437256
	Iteration 239Q: 3 clusters Score -6232202 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -6232218.000000 Penalty: 1060.437256
	Iteration 240F: 3 clusters Score -6232218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 63417 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -6232222 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -6232233.000000 Penalty: 1060.437256
	Iteration 242Q: 3 clusters Score -6232233 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -6232230 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -6232226.000000 Penalty: 1060.437256
	Iteration 244Q: 3 clusters Score -6232226 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -6232238 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -6232240.000000 Penalty: 1060.437256
	Iteration 246Q: 3 clusters Score -6232240 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -6232246.500000 Penalty: 1060.437256
	Iteration 247Q: 3 clusters Score -6232246 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -6232266 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -6232274 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -6232290 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -6232294.500000 Penalty: 1060.437256
	Iteration 251Q: 3 clusters Score -6232294 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -6232297.000000 Penalty: 1060.437256
	Iteration 252Q: 3 clusters Score -6232297 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -6232316.000000 Penalty: 1060.437256
	Iteration 253Q: 3 clusters Score -6232316 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -6232316 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -6232321.000000 Penalty: 1060.437256
	Iteration 255Q: 3 clusters Score -6232321 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -6232320 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -6232304.500000 Penalty: 1060.437256
	Iteration 257Q: 3 clusters Score -6232304 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -6232302 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -6232309.500000 Penalty: 1060.437256
	Iteration 259Q: 3 clusters Score -6232310 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -6232308.500000 Penalty: 1060.437256
	Iteration 260F: 3 clusters Score -6232308 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -6232305.000000 Penalty: 1060.437256
	Iteration 261Q: 3 clusters Score -6232305 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -6232304 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -6232316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -6232320 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -6232342 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -6232340 nChanged 167
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Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -6232356 nChanged 161
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Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -6232378 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -6232374 nChanged 173
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Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -6232383.500000 Penalty: 1060.437256
	Iteration 270Q: 3 clusters Score -6232384 nChanged 162
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Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -6232366 nChanged 152
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Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -6232365 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -6232359.500000 Penalty: 1060.437256
	Iteration 273Q: 3 clusters Score -6232360 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -6232367 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -6232382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -6232378 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -6232378 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -6232383.500000 Penalty: 1060.437256
	Iteration 278Q: 3 clusters Score -6232384 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -6232387.500000 Penalty: 1060.437256
	Iteration 279Q: 3 clusters Score -6232388 nChanged 138
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Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -6232397.500000 Penalty: 1060.437256
	Iteration 280F: 3 clusters Score -6232398 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -6232398 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -6232401 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 69951 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -6232394 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -6232407 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -6232404 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -6232407 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -6232403 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -6232416 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -6232414 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 71037 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -6232420 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -6232436 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -6232428 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -6232416 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -6232424 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -6232426 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -6232443 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 71978 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -6232430 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 72141 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -6232418 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -6232399 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 72450 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -6232381 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -6232390 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -6232421 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -6232432 nChanged 141
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Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -6232452 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -6232452 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -6232456 nChanged 135
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Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -6232450 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -6232435 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -6232424 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -6232430 nChanged 121
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Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -6232430 nChanged 121
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Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 74080 members 
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	Iteration 312Q: 3 clusters Score -6232424 nChanged 107
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Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -6232422 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40753 members 
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Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -6232440 nChanged 139
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	Iteration 315Q: 3 clusters Score -6232456 nChanged 142
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Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -6232463 nChanged 162
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Mstep: Class 1 contains 40312 members 
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Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -6232474 nChanged 161
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Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -6232484 nChanged 197
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Mstep: Class 1 contains 39954 members 
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	Iteration 319Q: 3 clusters Score -6232482 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 75308 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -6232478 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -6232486 nChanged 186
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Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -6232490 nChanged 175
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Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -6232478 nChanged 179
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Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 76058 members 
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	Iteration 324Q: 3 clusters Score -6232474 nChanged 177
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Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 76235 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -6232480 nChanged 181
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Mstep: Class 1 contains 38638 members 
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Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -6232468 nChanged 178
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Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -6232440 nChanged 213
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Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -6232433 nChanged 253
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Mstep: Class 1 contains 37994 members 
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	Iteration 329Q: 3 clusters Score -6232450 nChanged 249
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Mstep: Class 1 contains 37745 members 
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Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -6232446 nChanged 240
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	Iteration 331Q: 3 clusters Score -6232457 nChanged 274
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Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -6232470 nChanged 290
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Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -6232476 nChanged 290
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	Iteration 334Q: 3 clusters Score -6232483 nChanged 317
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	Iteration 335Q: 3 clusters Score -6232479 nChanged 324
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Mstep: Class 2 contains 79044 members 
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	Iteration 336Q: 3 clusters Score -6232474 nChanged 304
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Mstep: Class 1 contains 35706 members 
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	Iteration 337Q: 3 clusters Score -6232502 nChanged 273
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	Iteration 338Q: 3 clusters Score -6232509 nChanged 268
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Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -6232534 nChanged 274
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Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -6232546 nChanged 299
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Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 80462 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -6232593 nChanged 311
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Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 80773 members 
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	Iteration 342Q: 3 clusters Score -6232609 nChanged 347
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Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 81120 members 
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	Iteration 343Q: 3 clusters Score -6232609 nChanged 347
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Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -6232619 nChanged 356
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Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -6232613 nChanged 367
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Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -6232624 nChanged 361
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Mstep: Class 1 contains 32503 members 
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	Iteration 347Q: 3 clusters Score -6232628 nChanged 312
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	Iteration 348Q: 3 clusters Score -6232630 nChanged 320
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Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -6232638 nChanged 352
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Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -6232657 nChanged 389
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Mstep: Class 1 contains 31130 members 
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Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -6232648 nChanged 377
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	Iteration 352Q: 3 clusters Score -6232649 nChanged 355
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Mstep: Class 2 contains 84656 members 
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	Iteration 353Q: 3 clusters Score -6232640 nChanged 367
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	Iteration 354Q: 3 clusters Score -6232676 nChanged 368
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	Iteration 355Q: 3 clusters Score -6232662 nChanged 337
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Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -6232667 nChanged 312
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Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -6232636 nChanged 275
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Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -6232634 nChanged 275
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Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 86586 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -6232620 nChanged 266
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Mstep: Class 2 contains 86852 members 
Entering Unmasked Estep 
Score: -6232626.500000 Penalty: 1060.437256
	Iteration 360F: 3 clusters Score -6232626 nChanged 263
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Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 87115 members 
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	Iteration 361Q: 3 clusters Score -6232644 nChanged 271
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	Iteration 362Q: 3 clusters Score -6232651 nChanged 255
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Mstep: Class 2 contains 87641 members 
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	Iteration 363Q: 3 clusters Score -6232650 nChanged 231
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Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -6232646 nChanged 228
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Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -6232622 nChanged 216
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	Iteration 366Q: 3 clusters Score -6232598 nChanged 228
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Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -6232614 nChanged 222
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Mstep: Class 1 contains 26288 members 
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	Iteration 368Q: 3 clusters Score -6232608 nChanged 191
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	Iteration 369Q: 3 clusters Score -6232606 nChanged 206
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Mstep: Class 2 contains 89163 members 
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	Iteration 370Q: 3 clusters Score -6232630 nChanged 231
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	Iteration 371Q: 3 clusters Score -6232636 nChanged 221
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Mstep: Class 2 contains 89615 members 
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	Iteration 372Q: 3 clusters Score -6232650 nChanged 247
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Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -6232644 nChanged 261
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Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -6232668 nChanged 246
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Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -6232688 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -6232686 nChanged 338
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 91296 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -6232673 nChanged 334
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Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -6232691 nChanged 338
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Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -6232681 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -6232701 nChanged 342
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Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -6232723 nChanged 357
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Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -6232719 nChanged 362
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Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
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	Iteration 384Q: 3 clusters Score -6232732 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -6232724 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -6232740 nChanged 327
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Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 94412 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -6232760 nChanged 325
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Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -6232760 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -6232792 nChanged 333
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Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 95391 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -6232768 nChanged 304
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Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -6232780 nChanged 270
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Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 95965 members 
Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -6232778 nChanged 288
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Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -6232804 nChanged 247
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Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -6232767 nChanged 230
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Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -6232754 nChanged 213
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Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 96943 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -6232746 nChanged 227
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Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 97170 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -6232748 nChanged 220
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Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -6232745 nChanged 246
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Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 97636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -6232740 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 98082 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 98315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 98579 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 98817 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -6232814 nChanged 224
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Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 99041 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -6232816 nChanged 235
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Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 99276 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -6232828 nChanged 262
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Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 99817 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 100105 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 100406 members 
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Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 101062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 101408 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 102460 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 102853 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 103252 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 103663 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -6233538 nChanged 409
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 104484 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 104948 members 
Entering Unmasked Estep 
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	Iteration 422Q: 3 clusters Score -6233656 nChanged 481
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Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 105429 members 
Entering Unmasked Estep 
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	Iteration 423Q: 3 clusters Score -6233736 nChanged 503
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 105932 members 
Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -6233832 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 106458 members 
Entering Unmasked Estep 
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	Iteration 425Q: 3 clusters Score -6233990 nChanged 517
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Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 106975 members 
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	Iteration 426Q: 3 clusters Score -6234154 nChanged 494
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Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 107469 members 
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	Iteration 427Q: 3 clusters Score -6234256 nChanged 468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 107937 members 
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	Iteration 428Q: 3 clusters Score -6234335 nChanged 504
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Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 108441 members 
Entering Unmasked Estep 
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	Iteration 429Q: 3 clusters Score -6234498 nChanged 479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 108920 members 
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	Iteration 430Q: 3 clusters Score -6234644 nChanged 444
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Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 109364 members 
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	Iteration 431Q: 3 clusters Score -6234740 nChanged 392
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Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 109756 members 
Entering Unmasked Estep 
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	Iteration 432Q: 3 clusters Score -6234846 nChanged 395
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4903 members 
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Entering Unmasked Estep 
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	Iteration 433Q: 3 clusters Score -6234940 nChanged 382
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 110533 members 
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	Iteration 434Q: 3 clusters Score -6235069 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
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	Iteration 435Q: 3 clusters Score -6235150 nChanged 290
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Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 111154 members 
Entering Unmasked Estep 
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	Iteration 436Q: 3 clusters Score -6235210 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 111399 members 
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	Iteration 437Q: 3 clusters Score -6235254 nChanged 226
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Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 111623 members 
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	Iteration 438Q: 3 clusters Score -6235316 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3224 members 
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	Iteration 439Q: 3 clusters Score -6235377 nChanged 192
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Mstep: Class 1 contains 3032 members 
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	Iteration 440F: 3 clusters Score -6235426 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2852 members 
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	Iteration 441Q: 3 clusters Score -6235462 nChanged 164
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Mstep: Class 1 contains 2688 members 
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	Iteration 442Q: 3 clusters Score -6235514 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2530 members 
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	Iteration 443Q: 3 clusters Score -6235540 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 112669 members 
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Mstep: Class 1 contains 2243 members 
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	Iteration 445Q: 3 clusters Score -6235614 nChanged 144
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Mstep: Class 2 contains 112951 members 
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	Iteration 446Q: 3 clusters Score -6235644 nChanged 114
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Mstep: Class 1 contains 1989 members 
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	Iteration 447Q: 3 clusters Score -6235651 nChanged 77
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Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 113140 members 
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	Iteration 448Q: 3 clusters Score -6235648 nChanged 80
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Mstep: Class 1 contains 1836 members 
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	Iteration 449Q: 3 clusters Score -6235662 nChanged 66
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	Iteration 450Q: 3 clusters Score -6235665 nChanged 70
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Mstep: Class 1 contains 1708 members 
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	Iteration 451Q: 3 clusters Score -6235664 nChanged 63
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	Iteration 452Q: 3 clusters Score -6235672 nChanged 63
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	Iteration 453Q: 3 clusters Score -6235656 nChanged 53
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	Iteration 455Q: 3 clusters Score -6235678 nChanged 55
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	Iteration 456Q: 3 clusters Score -6235684 nChanged 46
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Mstep: Class 1 contains 1392 members 
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	Iteration 457Q: 3 clusters Score -6235693 nChanged 44
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	Iteration 458Q: 3 clusters Score -6235694 nChanged 31
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	Iteration 459Q: 3 clusters Score -6235704 nChanged 22
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Mstep: Class 1 contains 1297 members 
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Entering Unmasked Estep 
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	Iteration 460F: 3 clusters Score -6235722 nChanged 20
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Entering Unmasked Estep 
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	Iteration 461Q: 3 clusters Score -6235731 nChanged 16
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Mstep: Class 1 contains 1265 members 
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Entering Unmasked Estep 
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	Iteration 462Q: 3 clusters Score -6235733 nChanged 18
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	Iteration 463Q: 3 clusters Score -6235726 nChanged 11
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Entering Unmasked Estep 
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	Iteration 464Q: 3 clusters Score -6235724 nChanged 13
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	Iteration 465Q: 3 clusters Score -6235726 nChanged 15
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	Iteration 466Q: 3 clusters Score -6235732 nChanged 12
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Entering Unmasked Estep 
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	Iteration 467Q: 3 clusters Score -6235728 nChanged 12
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Mstep: Class 2 contains 113848 members 
Entering Unmasked Estep 
Score: -6235726.500000 Penalty: 1060.437256
	Iteration 468Q: 3 clusters Score -6235726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 113852 members 
Entering Unmasked Estep 
Score: -6235721.000000 Penalty: 1060.437256
	Iteration 469Q: 3 clusters Score -6235721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 113855 members 
Entering Unmasked Estep 
Score: -6235722.000000 Penalty: 1060.437256
	Iteration 470Q: 3 clusters Score -6235722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 113862 members 
Entering Unmasked Estep 
Score: -6235722.500000 Penalty: 1060.437256
	Iteration 471Q: 3 clusters Score -6235722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 113870 members 
Entering Unmasked Estep 
Score: -6235732.000000 Penalty: 1060.437256
	Iteration 472Q: 3 clusters Score -6235732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -6235726.500000 Penalty: 1060.437256
	Iteration 473Q: 3 clusters Score -6235726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 113882 members 
Entering Unmasked Estep 
Score: -6235729.500000 Penalty: 1060.437256
	Iteration 474Q: 3 clusters Score -6235730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 113883 members 
Entering Unmasked Estep 
Score: -6235728.500000 Penalty: 1060.437256
	Iteration 475Q: 3 clusters Score -6235728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 113888 members 
Entering Unmasked Estep 
Score: -6235728.500000 Penalty: 1060.437256
	Iteration 476Q: 3 clusters Score -6235728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 113896 members 
Entering Unmasked Estep 
Score: -6235735.000000 Penalty: 1060.437256
	Iteration 477Q: 3 clusters Score -6235735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 113905 members 
Entering Unmasked Estep 
Score: -6235735.000000 Penalty: 1060.437256
	Iteration 478Q: 3 clusters Score -6235735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 113910 members 
Entering Unmasked Estep 
Score: -6235730.000000 Penalty: 1060.437256
	Iteration 479Q: 3 clusters Score -6235730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 113913 members 
Entering Unmasked Estep 
Score: -6235726.000000 Penalty: 1060.437256
	Iteration 480F: 3 clusters Score -6235726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 113916 members 
Entering Unmasked Estep 
Score: -6235726.000000 Penalty: 1060.437256
	Iteration 481Q: 3 clusters Score -6235726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 113918 members 
Entering Unmasked Estep 
Score: -6235725.000000 Penalty: 1060.437256
	Iteration 482Q: 3 clusters Score -6235725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -6235729.000000 Penalty: 1060.437256
	Iteration 483Q: 3 clusters Score -6235729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 113921 members 
Entering Unmasked Estep 
Score: -6235728.500000 Penalty: 1060.437256
	Iteration 484Q: 3 clusters Score -6235728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -6235724.000000 Penalty: 1060.437256
	Iteration 485Q: 3 clusters Score -6235724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -6235724.000000 Penalty: 1060.437256
	Iteration 486F: 3 clusters Score -6235724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (88193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Entering Unmasked Estep 
Score: -4787327.000000 Penalty: 518.121399
	Iteration 0F: 2 clusters Score -4787327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -4728373.000000 Penalty: 1036.242798
	Iteration 0F: 3 clusters Score -4728373 nChanged 43132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -4755134.500000 Penalty: 1036.242798
	Iteration 1F: 3 clusters Score -4755134 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -4757000.500000 Penalty: 1036.242798
	Iteration 2Q: 3 clusters Score -4757000 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -4760305.500000 Penalty: 1036.242798
	Iteration 3F: 3 clusters Score -4760306 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -4765315.500000 Penalty: 1036.242798
	Iteration 4F: 3 clusters Score -4765316 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -4771129.000000 Penalty: 1036.242798
	Iteration 5F: 3 clusters Score -4771129 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -4775990.500000 Penalty: 1036.242798
	Iteration 6F: 3 clusters Score -4775990 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -4779175.000000 Penalty: 1036.242798
	Iteration 7Q: 3 clusters Score -4779175 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -4780844.500000 Penalty: 1036.242798
	Iteration 8Q: 3 clusters Score -4780844 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -4781912.000000 Penalty: 1036.242798
	Iteration 9Q: 3 clusters Score -4781912 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -4782700.000000 Penalty: 1036.242798
	Iteration 10Q: 3 clusters Score -4782700 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 74132 members 
Entering Unmasked Estep 
Score: -4783318.500000 Penalty: 1036.242798
	Iteration 11Q: 3 clusters Score -4783318 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 74777 members 
Entering Unmasked Estep 
Score: -4783788.000000 Penalty: 1036.242798
	Iteration 12Q: 3 clusters Score -4783788 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -4784235.000000 Penalty: 1036.242798
	Iteration 13Q: 3 clusters Score -4784235 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 75884 members 
Entering Unmasked Estep 
Score: -4784593.500000 Penalty: 1036.242798
	Iteration 14Q: 3 clusters Score -4784594 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -4784880.000000 Penalty: 1036.242798
	Iteration 15Q: 3 clusters Score -4784880 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -4785143.500000 Penalty: 1036.242798
	Iteration 16Q: 3 clusters Score -4785144 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -4785333.500000 Penalty: 1036.242798
	Iteration 17Q: 3 clusters Score -4785334 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -4785559.500000 Penalty: 1036.242798
	Iteration 18Q: 3 clusters Score -4785560 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -4785711.000000 Penalty: 1036.242798
	Iteration 19Q: 3 clusters Score -4785711 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -4785848.500000 Penalty: 1036.242798
	Iteration 20F: 3 clusters Score -4785848 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -4785971.500000 Penalty: 1036.242798
	Iteration 21Q: 3 clusters Score -4785972 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -4786085.500000 Penalty: 1036.242798
	Iteration 22Q: 3 clusters Score -4786086 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -4786149.000000 Penalty: 1036.242798
	Iteration 23Q: 3 clusters Score -4786149 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -4786208.500000 Penalty: 1036.242798
	Iteration 24Q: 3 clusters Score -4786208 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 78891 members 
Entering Unmasked Estep 
Score: -4786268.000000 Penalty: 1036.242798
	Iteration 25Q: 3 clusters Score -4786268 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -4786346.000000 Penalty: 1036.242798
	Iteration 26Q: 3 clusters Score -4786346 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -4786388.500000 Penalty: 1036.242798
	Iteration 27Q: 3 clusters Score -4786388 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -4786427.000000 Penalty: 1036.242798
	Iteration 28Q: 3 clusters Score -4786427 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -4786471.500000 Penalty: 1036.242798
	Iteration 29Q: 3 clusters Score -4786472 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -4786529.000000 Penalty: 1036.242798
	Iteration 30Q: 3 clusters Score -4786529 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -4786585.000000 Penalty: 1036.242798
	Iteration 31Q: 3 clusters Score -4786585 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -4786668.000000 Penalty: 1036.242798
	Iteration 32Q: 3 clusters Score -4786668 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -4786704.500000 Penalty: 1036.242798
	Iteration 33Q: 3 clusters Score -4786704 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -4786759.000000 Penalty: 1036.242798
	Iteration 34Q: 3 clusters Score -4786759 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -4786851.000000 Penalty: 1036.242798
	Iteration 35Q: 3 clusters Score -4786851 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 79981 members 
Entering Unmasked Estep 
Score: -4786941.000000 Penalty: 1036.242798
	Iteration 36Q: 3 clusters Score -4786941 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 79961 members 
Entering Unmasked Estep 
Score: -4787017.000000 Penalty: 1036.242798
	Iteration 37Q: 3 clusters Score -4787017 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -4787093.500000 Penalty: 1036.242798
	Iteration 38Q: 3 clusters Score -4787094 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -4787104.000000 Penalty: 1036.242798
	Iteration 39Q: 3 clusters Score -4787104 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -4787125.500000 Penalty: 1036.242798
	Iteration 40F: 3 clusters Score -4787126 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -4787161.500000 Penalty: 1036.242798
	Iteration 41Q: 3 clusters Score -4787162 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -4787169.000000 Penalty: 1036.242798
	Iteration 42Q: 3 clusters Score -4787169 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -4787171.500000 Penalty: 1036.242798
	Iteration 43Q: 3 clusters Score -4787172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -4787154.500000 Penalty: 1036.242798
	Iteration 44Q: 3 clusters Score -4787154 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -4787161.000000 Penalty: 1036.242798
	Iteration 45Q: 3 clusters Score -4787161 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -4787164.500000 Penalty: 1036.242798
	Iteration 46Q: 3 clusters Score -4787164 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -4787164.500000 Penalty: 1036.242798
	Iteration 47Q: 3 clusters Score -4787164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 80588 members 
Entering Unmasked Estep 
Score: -4787166.500000 Penalty: 1036.242798
	Iteration 48Q: 3 clusters Score -4787166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -4787157.000000 Penalty: 1036.242798
	Iteration 49Q: 3 clusters Score -4787157 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -4787167.000000 Penalty: 1036.242798
	Iteration 50Q: 3 clusters Score -4787167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -4787170.000000 Penalty: 1036.242798
	Iteration 51Q: 3 clusters Score -4787170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -4787170.500000 Penalty: 1036.242798
	Iteration 52Q: 3 clusters Score -4787170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -4787172.000000 Penalty: 1036.242798
	Iteration 53Q: 3 clusters Score -4787172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -4787177.500000 Penalty: 1036.242798
	Iteration 54Q: 3 clusters Score -4787178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -4787167.500000 Penalty: 1036.242798
	Iteration 55Q: 3 clusters Score -4787168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -4787166.500000 Penalty: 1036.242798
	Iteration 56Q: 3 clusters Score -4787166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -4787176.500000 Penalty: 1036.242798
	Iteration 57Q: 3 clusters Score -4787176 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
Score: -4787172.000000 Penalty: 1036.242798
	Iteration 58Q: 3 clusters Score -4787172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 81085 members 
Entering Unmasked Estep 
Score: -4787170.000000 Penalty: 1036.242798
	Iteration 59Q: 3 clusters Score -4787170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -4787163.000000 Penalty: 1036.242798
	Iteration 60F: 3 clusters Score -4787163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 81126 members 
Entering Unmasked Estep 
Score: -4787162.500000 Penalty: 1036.242798
	Iteration 61Q: 3 clusters Score -4787162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -4787163.500000 Penalty: 1036.242798
	Iteration 62Q: 3 clusters Score -4787164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -4787162.500000 Penalty: 1036.242798
	Iteration 63Q: 3 clusters Score -4787162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 81181 members 
Entering Unmasked Estep 
Score: -4787169.000000 Penalty: 1036.242798
	Iteration 64Q: 3 clusters Score -4787169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 81201 members 
Entering Unmasked Estep 
Score: -4787169.000000 Penalty: 1036.242798
	Iteration 65Q: 3 clusters Score -4787169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -4787166.500000 Penalty: 1036.242798
	Iteration 66Q: 3 clusters Score -4787166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 81213 members 
Entering Unmasked Estep 
Score: -4787164.500000 Penalty: 1036.242798
	Iteration 67Q: 3 clusters Score -4787164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -4787163.000000 Penalty: 1036.242798
	Iteration 68Q: 3 clusters Score -4787163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 81264 members 
Entering Unmasked Estep 
Score: -4787168.000000 Penalty: 1036.242798
	Iteration 69Q: 3 clusters Score -4787168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 81292 members 
Entering Unmasked Estep 
Score: -4787164.500000 Penalty: 1036.242798
	Iteration 70Q: 3 clusters Score -4787164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -4787164.000000 Penalty: 1036.242798
	Iteration 71Q: 3 clusters Score -4787164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 81364 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 81382 members 
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Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 81428 members 
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Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 81457 members 
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Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 81471 members 
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Mstep: Class 1 contains 6668 members 
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Mstep: Class 1 contains 6620 members 
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Mstep: Class 1 contains 6600 members 
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Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 81595 members 
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Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 81634 members 
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Mstep: Class 1 contains 6488 members 
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Mstep: Class 1 contains 6436 members 
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Mstep: Class 1 contains 6450 members 
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Mstep: Class 1 contains 6428 members 
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Mstep: Class 1 contains 6435 members 
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Mstep: Class 1 contains 6435 members 
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Mstep: Class 1 contains 6450 members 
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Mstep: Class 1 contains 6384 members 
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Mstep: Class 1 contains 6366 members 
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Mstep: Class 1 contains 6370 members 
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Mstep: Class 1 contains 6335 members 
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Mstep: Class 1 contains 6286 members 
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Mstep: Class 1 contains 6259 members 
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Mstep: Class 1 contains 6234 members 
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Mstep: Class 1 contains 6224 members 
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Mstep: Class 2 contains 82022 members 
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Mstep: Class 2 contains 82056 members 
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Mstep: Class 1 contains 6104 members 
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Mstep: Class 1 contains 6104 members 
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Mstep: Class 1 contains 6095 members 
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Mstep: Class 2 contains 82201 members 
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Mstep: Class 1 contains 5942 members 
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Mstep: Class 1 contains 5955 members 
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Mstep: Class 1 contains 5876 members 
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Mstep: Class 1 contains 5860 members 
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Mstep: Class 1 contains 5826 members 
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Mstep: Class 1 contains 5793 members 
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Mstep: Class 1 contains 5731 members 
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	Iteration 122Q: 3 clusters Score -4787163 nChanged 20
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Mstep: Class 1 contains 5723 members 
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Mstep: Class 1 contains 5713 members 
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Mstep: Class 1 contains 5703 members 
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Mstep: Class 1 contains 5610 members 
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Mstep: Class 1 contains 5481 members 
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Mstep: Class 1 contains 5457 members 
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Mstep: Class 1 contains 5425 members 
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Mstep: Class 1 contains 5347 members 
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Mstep: Class 1 contains 5262 members 
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Mstep: Class 1 contains 5170 members 
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	Iteration 142Q: 3 clusters Score -4787150 nChanged 9
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	Iteration 154Q: 3 clusters Score -4787133 nChanged 5
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	Iteration 155Q: 3 clusters Score -4787142 nChanged 38
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	Iteration 157Q: 3 clusters Score -4787135 nChanged 26
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	Iteration 158Q: 3 clusters Score -4787136 nChanged 16
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	Iteration 159Q: 3 clusters Score -4787140 nChanged 47
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Mstep: Class 1 contains 4770 members 
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	Iteration 160F: 3 clusters Score -4787140 nChanged 44
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	Iteration 163Q: 3 clusters Score -4787134 nChanged 33
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	Iteration 164Q: 3 clusters Score -4787130 nChanged 19
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Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4787120 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 83554 members 
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	Iteration 166Q: 3 clusters Score -4787122 nChanged 3
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Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 83555 members 
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	Iteration 167Q: 3 clusters Score -4787122 nChanged 10
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Mstep: Class 1 contains 4630 members 
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	Iteration 168Q: 3 clusters Score -4787121 nChanged 21
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	Iteration 169Q: 3 clusters Score -4787123 nChanged 7
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Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 83553 members 
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	Iteration 170Q: 3 clusters Score -4787122 nChanged 47
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Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 83600 members 
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	Iteration 171Q: 3 clusters Score -4787122 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 83623 members 
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	Iteration 172Q: 3 clusters Score -4787122 nChanged 8
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Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 83627 members 
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	Iteration 173Q: 3 clusters Score -4787120 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 83643 members 
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	Iteration 174Q: 3 clusters Score -4787124 nChanged 10
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Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 83651 members 
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	Iteration 175Q: 3 clusters Score -4787119 nChanged 13
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Mstep: Class 1 contains 4529 members 
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	Iteration 176Q: 3 clusters Score -4787113 nChanged 14
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Mstep: Class 1 contains 4515 members 
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	Iteration 177Q: 3 clusters Score -4787112 nChanged 18
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	Iteration 178Q: 3 clusters Score -4787114 nChanged 7
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Mstep: Class 1 contains 4538 members 
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	Iteration 179Q: 3 clusters Score -4787116 nChanged 2
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Mstep: Class 1 contains 4538 members 
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	Iteration 180F: 3 clusters Score -4787116 nChanged 18
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Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 83637 members 
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	Iteration 181Q: 3 clusters Score -4787118 nChanged 6
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Mstep: Class 1 contains 4552 members 
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	Iteration 182Q: 3 clusters Score -4787116 nChanged 39
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	Iteration 183Q: 3 clusters Score -4787109 nChanged 12
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Mstep: Class 1 contains 4503 members 
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	Iteration 184Q: 3 clusters Score -4787102 nChanged 6
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Mstep: Class 1 contains 4509 members 
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	Iteration 185Q: 3 clusters Score -4787104 nChanged 6
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Mstep: Class 1 contains 4503 members 
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	Iteration 186Q: 3 clusters Score -4787108 nChanged 10
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	Iteration 187Q: 3 clusters Score -4787111 nChanged 7
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	Iteration 188Q: 3 clusters Score -4787110 nChanged 17
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	Iteration 189Q: 3 clusters Score -4787116 nChanged 9
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Mstep: Class 1 contains 4496 members 
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	Iteration 190Q: 3 clusters Score -4787116 nChanged 68
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	Iteration 191Q: 3 clusters Score -4787118 nChanged 21
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Mstep: Class 1 contains 4382 members 
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	Iteration 193Q: 3 clusters Score -4787112 nChanged 21
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Mstep: Class 1 contains 4363 members 
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Mstep: Class 1 contains 4365 members 
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	Iteration 195Q: 3 clusters Score -4787104 nChanged 47
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	Iteration 196Q: 3 clusters Score -4787094 nChanged 19
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Mstep: Class 1 contains 4321 members 
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	Iteration 199Q: 3 clusters Score -4787092 nChanged 6
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	Iteration 200F: 3 clusters Score -4787090 nChanged 15
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Mstep: Class 1 contains 4282 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
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	Iteration 203Q: 3 clusters Score -4787084 nChanged 33
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Mstep: Class 1 contains 4267 members 
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	Iteration 204Q: 3 clusters Score -4787078 nChanged 31
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Mstep: Class 1 contains 4262 members 
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	Iteration 205Q: 3 clusters Score -4787088 nChanged 66
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Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 83991 members 
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	Iteration 206Q: 3 clusters Score -4787089 nChanged 28
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Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 84013 members 
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	Iteration 207Q: 3 clusters Score -4787084 nChanged 35
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Mstep: Class 1 contains 4145 members 
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	Iteration 208Q: 3 clusters Score -4787080 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
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Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 84080 members 
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	Iteration 210Q: 3 clusters Score -4787080 nChanged 33
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Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 84109 members 
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	Iteration 211Q: 3 clusters Score -4787071 nChanged 26
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	Iteration 212Q: 3 clusters Score -4787062 nChanged 20
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Mstep: Class 1 contains 4070 members 
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	Iteration 213Q: 3 clusters Score -4787060 nChanged 18
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Mstep: Class 1 contains 4056 members 
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	Iteration 214Q: 3 clusters Score -4787060 nChanged 18
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	Iteration 215Q: 3 clusters Score -4787062 nChanged 23
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	Iteration 216Q: 3 clusters Score -4787060 nChanged 46
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Mstep: Class 1 contains 3975 members 
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	Iteration 217Q: 3 clusters Score -4787054 nChanged 20
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Mstep: Class 1 contains 3979 members 
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	Iteration 218Q: 3 clusters Score -4787056 nChanged 14
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Mstep: Class 1 contains 3981 members 
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	Iteration 219Q: 3 clusters Score -4787058 nChanged 22
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Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 84194 members 
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	Iteration 220F: 3 clusters Score -4787056 nChanged 27
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Mstep: Class 1 contains 3976 members 
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	Iteration 221Q: 3 clusters Score -4787060 nChanged 19
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	Iteration 222Q: 3 clusters Score -4787057 nChanged 16
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	Iteration 223Q: 3 clusters Score -4787059 nChanged 5
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	Iteration 224Q: 3 clusters Score -4787057 nChanged 8
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	Iteration 225Q: 3 clusters Score -4787057 nChanged 24
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	Iteration 226Q: 3 clusters Score -4787058 nChanged 11
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Mstep: Class 1 contains 3963 members 
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	Iteration 227Q: 3 clusters Score -4787055 nChanged 5
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	Iteration 228Q: 3 clusters Score -4787055 nChanged 21
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	Iteration 229Q: 3 clusters Score -4787066 nChanged 10
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	Iteration 230Q: 3 clusters Score -4787064 nChanged 4
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	Iteration 231Q: 3 clusters Score -4787064 nChanged 9
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Mstep: Class 2 contains 84203 members 
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	Iteration 232Q: 3 clusters Score -4787062 nChanged 12
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	Iteration 233Q: 3 clusters Score -4787064 nChanged 11
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	Iteration 234Q: 3 clusters Score -4787064 nChanged 36
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	Iteration 235Q: 3 clusters Score -4787062 nChanged 26
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	Iteration 236Q: 3 clusters Score -4787054 nChanged 56
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	Iteration 237Q: 3 clusters Score -4787054 nChanged 32
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	Iteration 238Q: 3 clusters Score -4787052 nChanged 23
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	Iteration 239Q: 3 clusters Score -4787046 nChanged 22
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	Iteration 240F: 3 clusters Score -4787046 nChanged 13
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	Iteration 241Q: 3 clusters Score -4787050 nChanged 10
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	Iteration 242Q: 3 clusters Score -4787051 nChanged 8
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	Iteration 243Q: 3 clusters Score -4787047 nChanged 37
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	Iteration 244Q: 3 clusters Score -4787048 nChanged 11
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	Iteration 245Q: 3 clusters Score -4787047 nChanged 8
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	Iteration 246Q: 3 clusters Score -4787044 nChanged 6
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	Iteration 247Q: 3 clusters Score -4787040 nChanged 10
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Mstep: Class 1 contains 3809 members 
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	Iteration 248Q: 3 clusters Score -4787045 nChanged 5
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Mstep: Class 1 contains 3806 members 
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	Iteration 249Q: 3 clusters Score -4787042 nChanged 4
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	Iteration 250Q: 3 clusters Score -4787040 nChanged 18
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	Iteration 251Q: 3 clusters Score -4787039 nChanged 10
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Mstep: Class 1 contains 3798 members 
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	Iteration 252Q: 3 clusters Score -4787038 nChanged 14
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	Iteration 253Q: 3 clusters Score -4787038 nChanged 13
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	Iteration 254Q: 3 clusters Score -4787040 nChanged 13
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Mstep: Class 1 contains 3826 members 
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -4787044 nChanged 8
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	Iteration 256Q: 3 clusters Score -4787040 nChanged 15
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Mstep: Class 2 contains 84378 members 
Entering Unmasked Estep 
Score: -4787035.000000 Penalty: 1036.242798
	Iteration 257Q: 3 clusters Score -4787035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -4787039.500000 Penalty: 1036.242798
	Iteration 258Q: 3 clusters Score -4787040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 84402 members 
Entering Unmasked Estep 
Score: -4787042.000000 Penalty: 1036.242798
	Iteration 259Q: 3 clusters Score -4787042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 84391 members 
Entering Unmasked Estep 
Score: -4787047.000000 Penalty: 1036.242798
	Iteration 260F: 3 clusters Score -4787047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -4787047.500000 Penalty: 1036.242798
	Iteration 261Q: 3 clusters Score -4787048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 84420 members 
Entering Unmasked Estep 
Score: -4787046.000000 Penalty: 1036.242798
	Iteration 262Q: 3 clusters Score -4787046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
Score: -4787044.000000 Penalty: 1036.242798
	Iteration 263Q: 3 clusters Score -4787044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -4787047.000000 Penalty: 1036.242798
	Iteration 264Q: 3 clusters Score -4787047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -4787035.000000 Penalty: 1036.242798
	Iteration 265Q: 3 clusters Score -4787035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -4787040.500000 Penalty: 1036.242798
	Iteration 266Q: 3 clusters Score -4787040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 84459 members 
Entering Unmasked Estep 
Score: -4787042.500000 Penalty: 1036.242798
	Iteration 267Q: 3 clusters Score -4787042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -4787042.500000 Penalty: 1036.242798
	Iteration 268Q: 3 clusters Score -4787042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -4787039.500000 Penalty: 1036.242798
	Iteration 269Q: 3 clusters Score -4787040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 84454 members 
Entering Unmasked Estep 
Score: -4787033.000000 Penalty: 1036.242798
	Iteration 270Q: 3 clusters Score -4787033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 84449 members 
Entering Unmasked Estep 
Score: -4787035.500000 Penalty: 1036.242798
	Iteration 271Q: 3 clusters Score -4787036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -4787032.000000 Penalty: 1036.242798
	Iteration 272Q: 3 clusters Score -4787032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -4787028.000000 Penalty: 1036.242798
	Iteration 273Q: 3 clusters Score -4787028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -4787030.500000 Penalty: 1036.242798
	Iteration 274Q: 3 clusters Score -4787030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 84441 members 
Entering Unmasked Estep 
Score: -4787032.500000 Penalty: 1036.242798
	Iteration 275Q: 3 clusters Score -4787032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -4787038.000000 Penalty: 1036.242798
	Iteration 276Q: 3 clusters Score -4787038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -4787033.500000 Penalty: 1036.242798
	Iteration 277Q: 3 clusters Score -4787034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -4787037.000000 Penalty: 1036.242798
	Iteration 278Q: 3 clusters Score -4787037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -4787035.000000 Penalty: 1036.242798
	Iteration 279Q: 3 clusters Score -4787035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -4787033.000000 Penalty: 1036.242798
	Iteration 280F: 3 clusters Score -4787033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -77304.710938 Penalty: 330.894135
	Iteration 0F: 2 clusters Score -77304.71 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 700 members 
Entering Unmasked Estep 
Score: -76213.914062 Penalty: 661.788269
	Iteration 0F: 3 clusters Score -76213.91 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -76566.375000 Penalty: 661.788269
	Iteration 1F: 3 clusters Score -76566.38 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -76620.726562 Penalty: 661.788269
	Iteration 2F: 3 clusters Score -76620.73 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -76653.742188 Penalty: 661.788269
	Iteration 3Q: 3 clusters Score -76653.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -76677.585938 Penalty: 661.788269
	Iteration 4Q: 3 clusters Score -76677.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -76697.890625 Penalty: 661.788269
	Iteration 5Q: 3 clusters Score -76697.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -76722.335938 Penalty: 661.788269
	Iteration 6Q: 3 clusters Score -76722.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76752.515625 Penalty: 661.788269
	Iteration 7Q: 3 clusters Score -76752.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -76777.757812 Penalty: 661.788269
	Iteration 8Q: 3 clusters Score -76777.76 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76815.257812 Penalty: 661.788269
	Iteration 9Q: 3 clusters Score -76815.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76846.421875 Penalty: 661.788269
	Iteration 10Q: 3 clusters Score -76846.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76877.125000 Penalty: 661.788269
	Iteration 11Q: 3 clusters Score -76877.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76897.984375 Penalty: 661.788269
	Iteration 12Q: 3 clusters Score -76897.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76923.437500 Penalty: 661.788269
	Iteration 13Q: 3 clusters Score -76923.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76951.968750 Penalty: 661.788269
	Iteration 14Q: 3 clusters Score -76951.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76967.335938 Penalty: 661.788269
	Iteration 15Q: 3 clusters Score -76967.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76978.601562 Penalty: 661.788269
	Iteration 16Q: 3 clusters Score -76978.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -76987.289062 Penalty: 661.788269
	Iteration 17Q: 3 clusters Score -76987.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76993.492188 Penalty: 661.788269
	Iteration 18Q: 3 clusters Score -76993.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -77001.312500 Penalty: 661.788269
	Iteration 19Q: 3 clusters Score -77001.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77007.546875 Penalty: 661.788269
	Iteration 20F: 3 clusters Score -77007.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -77019.671875 Penalty: 661.788269
	Iteration 21Q: 3 clusters Score -77019.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -77036.671875 Penalty: 661.788269
	Iteration 22Q: 3 clusters Score -77036.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77050.062500 Penalty: 661.788269
	Iteration 23Q: 3 clusters Score -77050.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77057.968750 Penalty: 661.788269
	Iteration 24Q: 3 clusters Score -77057.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77065.289062 Penalty: 661.788269
	Iteration 25Q: 3 clusters Score -77065.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -77069.664062 Penalty: 661.788269
	Iteration 26Q: 3 clusters Score -77069.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -77077.445312 Penalty: 661.788269
	Iteration 27Q: 3 clusters Score -77077.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77082.390625 Penalty: 661.788269
	Iteration 28Q: 3 clusters Score -77082.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77083.406250 Penalty: 661.788269
	Iteration 29Q: 3 clusters Score -77083.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77083.593750 Penalty: 661.788269
	Iteration 30Q: 3 clusters Score -77083.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77084.085938 Penalty: 661.788269
	Iteration 31Q: 3 clusters Score -77084.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -77084.453125 Penalty: 661.788269
	Iteration 32Q: 3 clusters Score -77084.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -77085.437500 Penalty: 661.788269
	Iteration 33Q: 3 clusters Score -77085.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77086.007812 Penalty: 661.788269
	Iteration 34Q: 3 clusters Score -77086.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77086.117188 Penalty: 661.788269
	Iteration 35Q: 3 clusters Score -77086.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77086.117188 Penalty: 661.788269
	Iteration 36F: 3 clusters Score -77086.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Entering Unmasked Estep 
Score: -1537996.125000 Penalty: 469.128571
	Iteration 0F: 2 clusters Score -1537996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1517885.125000 Penalty: 938.257141
	Iteration 0F: 3 clusters Score -1517885 nChanged 14546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1526309.375000 Penalty: 938.257141
	Iteration 1F: 3 clusters Score -1526309 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -1526867.125000 Penalty: 938.257141
	Iteration 2Q: 3 clusters Score -1526867 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1527914.375000 Penalty: 938.257141
	Iteration 3F: 3 clusters Score -1527914 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -1529888.875000 Penalty: 938.257141
	Iteration 4F: 3 clusters Score -1529889 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -1532804.625000 Penalty: 938.257141
	Iteration 5F: 3 clusters Score -1532805 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1535637.375000 Penalty: 938.257141
	Iteration 6F: 3 clusters Score -1535637 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -1537074.750000 Penalty: 938.257141
	Iteration 7Q: 3 clusters Score -1537075 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -1537441.000000 Penalty: 938.257141
	Iteration 8Q: 3 clusters Score -1537441 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -1537538.875000 Penalty: 938.257141
	Iteration 9Q: 3 clusters Score -1537539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -1537571.000000 Penalty: 938.257141
	Iteration 10Q: 3 clusters Score -1537571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -1537583.625000 Penalty: 938.257141
	Iteration 11Q: 3 clusters Score -1537584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -1537590.500000 Penalty: 938.257141
	Iteration 12Q: 3 clusters Score -1537590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -1537592.625000 Penalty: 938.257141
	Iteration 13Q: 3 clusters Score -1537593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -1537597.125000 Penalty: 938.257141
	Iteration 14Q: 3 clusters Score -1537597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -1537597.125000 Penalty: 938.257141
	Iteration 15F: 3 clusters Score -1537597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (25526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Entering Unmasked Estep 
Score: -1416898.375000 Penalty: 461.709076
	Iteration 0F: 2 clusters Score -1416898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1399716.750000 Penalty: 923.418152
	Iteration 0F: 3 clusters Score -1399717 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1406770.000000 Penalty: 923.418152
	Iteration 1F: 3 clusters Score -1406770 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1407087.500000 Penalty: 923.418152
	Iteration 2Q: 3 clusters Score -1407088 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1407612.000000 Penalty: 923.418152
	Iteration 3Q: 3 clusters Score -1407612 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1408486.500000 Penalty: 923.418152
	Iteration 4F: 3 clusters Score -1408486 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1409878.250000 Penalty: 923.418152
	Iteration 5F: 3 clusters Score -1409878 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1411510.375000 Penalty: 923.418152
	Iteration 6F: 3 clusters Score -1411510 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1412620.500000 Penalty: 923.418152
	Iteration 7F: 3 clusters Score -1412620 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1413243.875000 Penalty: 923.418152
	Iteration 8Q: 3 clusters Score -1413244 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1413787.000000 Penalty: 923.418152
	Iteration 9Q: 3 clusters Score -1413787 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1414334.125000 Penalty: 923.418152
	Iteration 10Q: 3 clusters Score -1414334 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1414870.750000 Penalty: 923.418152
	Iteration 11Q: 3 clusters Score -1414871 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1415347.875000 Penalty: 923.418152
	Iteration 12Q: 3 clusters Score -1415348 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1415680.125000 Penalty: 923.418152
	Iteration 13Q: 3 clusters Score -1415680 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1415877.250000 Penalty: 923.418152
	Iteration 14Q: 3 clusters Score -1415877 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1415998.000000 Penalty: 923.418152
	Iteration 15Q: 3 clusters Score -1415998 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1416043.375000 Penalty: 923.418152
	Iteration 16Q: 3 clusters Score -1416043 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1416090.875000 Penalty: 923.418152
	Iteration 17Q: 3 clusters Score -1416091 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1416111.875000 Penalty: 923.418152
	Iteration 18Q: 3 clusters Score -1416112 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1416122.250000 Penalty: 923.418152
	Iteration 19Q: 3 clusters Score -1416122 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1416153.250000 Penalty: 923.418152
	Iteration 20F: 3 clusters Score -1416153 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1416166.125000 Penalty: 923.418152
	Iteration 21Q: 3 clusters Score -1416166 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1416164.625000 Penalty: 923.418152
	Iteration 22Q: 3 clusters Score -1416165 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1416170.875000 Penalty: 923.418152
	Iteration 23Q: 3 clusters Score -1416171 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1416167.875000 Penalty: 923.418152
	Iteration 24Q: 3 clusters Score -1416168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1416172.375000 Penalty: 923.418152
	Iteration 25Q: 3 clusters Score -1416172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1416169.500000 Penalty: 923.418152
	Iteration 26Q: 3 clusters Score -1416170 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1416176.875000 Penalty: 923.418152
	Iteration 27Q: 3 clusters Score -1416177 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1416179.875000 Penalty: 923.418152
	Iteration 28Q: 3 clusters Score -1416180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1416180.125000 Penalty: 923.418152
	Iteration 29Q: 3 clusters Score -1416180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1416179.500000 Penalty: 923.418152
	Iteration 30Q: 3 clusters Score -1416180 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1416182.750000 Penalty: 923.418152
	Iteration 31Q: 3 clusters Score -1416183 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1416185.750000 Penalty: 923.418152
	Iteration 32Q: 3 clusters Score -1416186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1416189.500000 Penalty: 923.418152
	Iteration 33Q: 3 clusters Score -1416190 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1416196.125000 Penalty: 923.418152
	Iteration 34Q: 3 clusters Score -1416196 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1416204.375000 Penalty: 923.418152
	Iteration 35Q: 3 clusters Score -1416204 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1416211.625000 Penalty: 923.418152
	Iteration 36Q: 3 clusters Score -1416212 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1416217.500000 Penalty: 923.418152
	Iteration 37Q: 3 clusters Score -1416218 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1416236.125000 Penalty: 923.418152
	Iteration 38Q: 3 clusters Score -1416236 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1416242.500000 Penalty: 923.418152
	Iteration 39Q: 3 clusters Score -1416242 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1416261.875000 Penalty: 923.418152
	Iteration 40F: 3 clusters Score -1416262 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1416278.250000 Penalty: 923.418152
	Iteration 41Q: 3 clusters Score -1416278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1416287.875000 Penalty: 923.418152
	Iteration 42Q: 3 clusters Score -1416288 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1416298.375000 Penalty: 923.418152
	Iteration 43Q: 3 clusters Score -1416298 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1416304.750000 Penalty: 923.418152
	Iteration 44Q: 3 clusters Score -1416305 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1416302.375000 Penalty: 923.418152
	Iteration 45Q: 3 clusters Score -1416302 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1416316.250000 Penalty: 923.418152
	Iteration 46Q: 3 clusters Score -1416316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1416321.375000 Penalty: 923.418152
	Iteration 47Q: 3 clusters Score -1416321 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1416328.250000 Penalty: 923.418152
	Iteration 48Q: 3 clusters Score -1416328 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1416330.500000 Penalty: 923.418152
	Iteration 49Q: 3 clusters Score -1416330 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1416334.000000 Penalty: 923.418152
	Iteration 50Q: 3 clusters Score -1416334 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1416349.500000 Penalty: 923.418152
	Iteration 51Q: 3 clusters Score -1416350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1416352.625000 Penalty: 923.418152
	Iteration 52Q: 3 clusters Score -1416353 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1416358.500000 Penalty: 923.418152
	Iteration 53Q: 3 clusters Score -1416358 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1416362.125000 Penalty: 923.418152
	Iteration 54Q: 3 clusters Score -1416362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1416372.250000 Penalty: 923.418152
	Iteration 55Q: 3 clusters Score -1416372 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1416382.500000 Penalty: 923.418152
	Iteration 56Q: 3 clusters Score -1416382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1416382.250000 Penalty: 923.418152
	Iteration 57Q: 3 clusters Score -1416382 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1416390.625000 Penalty: 923.418152
	Iteration 58Q: 3 clusters Score -1416391 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1416391.000000 Penalty: 923.418152
	Iteration 59Q: 3 clusters Score -1416391 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1416389.625000 Penalty: 923.418152
	Iteration 60F: 3 clusters Score -1416390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1416395.750000 Penalty: 923.418152
	Iteration 61Q: 3 clusters Score -1416396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1416394.000000 Penalty: 923.418152
	Iteration 62Q: 3 clusters Score -1416394 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1416397.500000 Penalty: 923.418152
	Iteration 63Q: 3 clusters Score -1416398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1416404.000000 Penalty: 923.418152
	Iteration 64Q: 3 clusters Score -1416404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1416405.375000 Penalty: 923.418152
	Iteration 65Q: 3 clusters Score -1416405 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1416404.500000 Penalty: 923.418152
	Iteration 66Q: 3 clusters Score -1416404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1416408.375000 Penalty: 923.418152
	Iteration 67Q: 3 clusters Score -1416408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1416411.125000 Penalty: 923.418152
	Iteration 68Q: 3 clusters Score -1416411 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1416413.625000 Penalty: 923.418152
	Iteration 69Q: 3 clusters Score -1416414 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1416417.125000 Penalty: 923.418152
	Iteration 70Q: 3 clusters Score -1416417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1416415.500000 Penalty: 923.418152
	Iteration 71Q: 3 clusters Score -1416416 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1416419.500000 Penalty: 923.418152
	Iteration 72Q: 3 clusters Score -1416420 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1416418.125000 Penalty: 923.418152
	Iteration 73Q: 3 clusters Score -1416418 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1416426.000000 Penalty: 923.418152
	Iteration 74Q: 3 clusters Score -1416426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1416423.500000 Penalty: 923.418152
	Iteration 75Q: 3 clusters Score -1416424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1416423.125000 Penalty: 923.418152
	Iteration 76Q: 3 clusters Score -1416423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1416422.625000 Penalty: 923.418152
	Iteration 77Q: 3 clusters Score -1416423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1416423.750000 Penalty: 923.418152
	Iteration 78Q: 3 clusters Score -1416424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1416427.875000 Penalty: 923.418152
	Iteration 79Q: 3 clusters Score -1416428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1416427.125000 Penalty: 923.418152
	Iteration 80F: 3 clusters Score -1416427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1416427.125000 Penalty: 923.418152
	Iteration 81Q: 3 clusters Score -1416427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1416427.000000 Penalty: 923.418152
	Iteration 82Q: 3 clusters Score -1416427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1416427.750000 Penalty: 923.418152
	Iteration 83Q: 3 clusters Score -1416428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1416427.125000 Penalty: 923.418152
	Iteration 84Q: 3 clusters Score -1416427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1416432.625000 Penalty: 923.418152
	Iteration 85Q: 3 clusters Score -1416433 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1416432.625000 Penalty: 923.418152
	Iteration 86Q: 3 clusters Score -1416433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1416442.875000 Penalty: 923.418152
	Iteration 87Q: 3 clusters Score -1416443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1416445.375000 Penalty: 923.418152
	Iteration 88Q: 3 clusters Score -1416445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1416447.125000 Penalty: 923.418152
	Iteration 89Q: 3 clusters Score -1416447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1416454.875000 Penalty: 923.418152
	Iteration 90Q: 3 clusters Score -1416455 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1416455.875000 Penalty: 923.418152
	Iteration 91Q: 3 clusters Score -1416456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1416456.875000 Penalty: 923.418152
	Iteration 92Q: 3 clusters Score -1416457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1416457.125000 Penalty: 923.418152
	Iteration 93Q: 3 clusters Score -1416457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1416458.500000 Penalty: 923.418152
	Iteration 94Q: 3 clusters Score -1416458 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1416465.750000 Penalty: 923.418152
	Iteration 95Q: 3 clusters Score -1416466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1416467.875000 Penalty: 923.418152
	Iteration 96Q: 3 clusters Score -1416468 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1416475.000000 Penalty: 923.418152
	Iteration 97Q: 3 clusters Score -1416475 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1416484.375000 Penalty: 923.418152
	Iteration 98Q: 3 clusters Score -1416484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1416481.125000 Penalty: 923.418152
	Iteration 99Q: 3 clusters Score -1416481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1416481.375000 Penalty: 923.418152
	Iteration 100F: 3 clusters Score -1416481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1416486.750000 Penalty: 923.418152
	Iteration 101Q: 3 clusters Score -1416487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1416483.750000 Penalty: 923.418152
	Iteration 102Q: 3 clusters Score -1416484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1416488.875000 Penalty: 923.418152
	Iteration 103Q: 3 clusters Score -1416489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1416492.250000 Penalty: 923.418152
	Iteration 104Q: 3 clusters Score -1416492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1416489.375000 Penalty: 923.418152
	Iteration 105Q: 3 clusters Score -1416489 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1416489 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1416489 nChanged 26
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Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1416492 nChanged 30
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Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 6119 members 
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	Iteration 109Q: 3 clusters Score -1416494 nChanged 16
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	Iteration 110Q: 3 clusters Score -1416493 nChanged 22
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Mstep: Class 2 contains 6081 members 
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	Iteration 111Q: 3 clusters Score -1416493 nChanged 10
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Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 6071 members 
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	Iteration 112Q: 3 clusters Score -1416494 nChanged 25
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Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 6046 members 
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	Iteration 113Q: 3 clusters Score -1416494 nChanged 22
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Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1416493 nChanged 21
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Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1416495 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1416498 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1416503 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1416496 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1416503 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1416501.875000 Penalty: 923.418152
	Iteration 120F: 3 clusters Score -1416502 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1416506.000000 Penalty: 923.418152
	Iteration 121Q: 3 clusters Score -1416506 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1416503 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1416502 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1416503 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1416499 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1416500 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1416502 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1416502 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1416505 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1416506 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1416508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1416508 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1416508 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1416507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1416510 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1416508 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1416505 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20005 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1416504 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20020 members 
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	Iteration 139Q: 3 clusters Score -1416504 nChanged 27
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Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1416508 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1416504 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1416508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1416509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1416504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1416508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1416510.875000 Penalty: 923.418152
	Iteration 146Q: 3 clusters Score -1416511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1416514.500000 Penalty: 923.418152
	Iteration 147Q: 3 clusters Score -1416514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1416516.375000 Penalty: 923.418152
	Iteration 148Q: 3 clusters Score -1416516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1416513.625000 Penalty: 923.418152
	Iteration 149Q: 3 clusters Score -1416514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1416509.375000 Penalty: 923.418152
	Iteration 150Q: 3 clusters Score -1416509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1416508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1416511.625000 Penalty: 923.418152
	Iteration 152Q: 3 clusters Score -1416512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1416512.500000 Penalty: 923.418152
	Iteration 153Q: 3 clusters Score -1416512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1416512.625000 Penalty: 923.418152
	Iteration 154Q: 3 clusters Score -1416513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1416511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1416510.500000 Penalty: 923.418152
	Iteration 156Q: 3 clusters Score -1416510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1416510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1416511.250000 Penalty: 923.418152
	Iteration 158Q: 3 clusters Score -1416511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1416511.625000 Penalty: 923.418152
	Iteration 159Q: 3 clusters Score -1416512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1416514.125000 Penalty: 923.418152
	Iteration 160F: 3 clusters Score -1416514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1416514.375000 Penalty: 923.418152
	Iteration 161Q: 3 clusters Score -1416514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1416516.875000 Penalty: 923.418152
	Iteration 162Q: 3 clusters Score -1416517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1416516.250000 Penalty: 923.418152
	Iteration 163Q: 3 clusters Score -1416516 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1416519.000000 Penalty: 923.418152
	Iteration 164Q: 3 clusters Score -1416519 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1416518 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1416514 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1416515 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1416514 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1416514.125000 Penalty: 923.418152
	Iteration 169Q: 3 clusters Score -1416514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1416516.125000 Penalty: 923.418152
	Iteration 170Q: 3 clusters Score -1416516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1416520.250000 Penalty: 923.418152
	Iteration 171Q: 3 clusters Score -1416520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1416517.125000 Penalty: 923.418152
	Iteration 172Q: 3 clusters Score -1416517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1416517.625000 Penalty: 923.418152
	Iteration 173Q: 3 clusters Score -1416518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1416517.625000 Penalty: 923.418152
	Iteration 174Q: 3 clusters Score -1416518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1416519.500000 Penalty: 923.418152
	Iteration 175Q: 3 clusters Score -1416520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1416517.625000 Penalty: 923.418152
	Iteration 176Q: 3 clusters Score -1416518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1416516.750000 Penalty: 923.418152
	Iteration 177Q: 3 clusters Score -1416517 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1416516.500000 Penalty: 923.418152
	Iteration 178Q: 3 clusters Score -1416516 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1416517 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1416519.000000 Penalty: 923.418152
	Iteration 180F: 3 clusters Score -1416519 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1416518.875000 Penalty: 923.418152
	Iteration 181Q: 3 clusters Score -1416519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1416522.125000 Penalty: 923.418152
	Iteration 182Q: 3 clusters Score -1416522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1416521.125000 Penalty: 923.418152
	Iteration 183Q: 3 clusters Score -1416521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1416521.625000 Penalty: 923.418152
	Iteration 184Q: 3 clusters Score -1416522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1416524.625000 Penalty: 923.418152
	Iteration 185Q: 3 clusters Score -1416525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1416523.000000 Penalty: 923.418152
	Iteration 186Q: 3 clusters Score -1416523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1416521.875000 Penalty: 923.418152
	Iteration 187Q: 3 clusters Score -1416522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1416522.375000 Penalty: 923.418152
	Iteration 188Q: 3 clusters Score -1416522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1416522.875000 Penalty: 923.418152
	Iteration 189Q: 3 clusters Score -1416523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1416523.875000 Penalty: 923.418152
	Iteration 190Q: 3 clusters Score -1416524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1416523 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1416522.875000 Penalty: 923.418152
	Iteration 192F: 3 clusters Score -1416523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100 members 
Entering Unmasked Estep 
Score: -3662.497803 Penalty: 209.535248
	Iteration 0F: 2 clusters Score -3662.498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3515.906250 Penalty: 419.070496
	Iteration 0F: 3 clusters Score -3515.906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3553.744385 Penalty: 419.070496
	Iteration 1F: 3 clusters Score -3553.744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3568.245850 Penalty: 419.070496
	Iteration 2F: 3 clusters Score -3568.246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3574.518555 Penalty: 419.070496
	Iteration 3Q: 3 clusters Score -3574.519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 24 members 
Entering Unmasked Estep 
Score: -3579.813965 Penalty: 419.070496
	Iteration 4Q: 3 clusters Score -3579.814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -3581.448486 Penalty: 419.070496
	Iteration 5Q: 3 clusters Score -3581.448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -3585.909668 Penalty: 419.070496
	Iteration 6Q: 3 clusters Score -3585.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -3585.909668 Penalty: 419.070496
	Iteration 7F: 3 clusters Score -3585.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (160837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160837 members 
Entering Unmasked Estep 
Score: -8538005.000000 Penalty: 545.460693
	Iteration 0F: 2 clusters Score -8538005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -8443785.000000 Penalty: 1090.921387
	Iteration 0F: 3 clusters Score -8443785 nChanged 78767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -8491774.000000 Penalty: 1090.921387
	Iteration 1F: 3 clusters Score -8491774 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 82752 members 
Entering Unmasked Estep 
Score: -8493521.000000 Penalty: 1090.921387
	Iteration 2Q: 3 clusters Score -8493521 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 85453 members 
Entering Unmasked Estep 
Score: -8495341.000000 Penalty: 1090.921387
	Iteration 3Q: 3 clusters Score -8495341 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 88907 members 
Entering Unmasked Estep 
Score: -8497485.000000 Penalty: 1090.921387
	Iteration 4Q: 3 clusters Score -8497485 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -8500419.000000 Penalty: 1090.921387
	Iteration 5Q: 3 clusters Score -8500419 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 98008 members 
Entering Unmasked Estep 
Score: -8504543.000000 Penalty: 1090.921387
	Iteration 6F: 3 clusters Score -8504543 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 102748 members 
Entering Unmasked Estep 
Score: -8511072.000000 Penalty: 1090.921387
	Iteration 7F: 3 clusters Score -8511072 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 105950 members 
Entering Unmasked Estep 
Score: -8517340.000000 Penalty: 1090.921387
	Iteration 8F: 3 clusters Score -8517340 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 107237 members 
Entering Unmasked Estep 
Score: -8520213.000000 Penalty: 1090.921387
	Iteration 9F: 3 clusters Score -8520213 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 107759 members 
Entering Unmasked Estep 
Score: -8520658.000000 Penalty: 1090.921387
	Iteration 10Q: 3 clusters Score -8520658 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -8520592.000000 Penalty: 1090.921387
	Iteration 11Q: 3 clusters Score -8520592 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 107294 members 
Entering Unmasked Estep 
Score: -8520398.000000 Penalty: 1090.921387
	Iteration 12Q: 3 clusters Score -8520398 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
Score: -8520260.000000 Penalty: 1090.921387
	Iteration 13Q: 3 clusters Score -8520260 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -8520185.000000 Penalty: 1090.921387
	Iteration 14Q: 3 clusters Score -8520185 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 102602 members 
Entering Unmasked Estep 
Score: -8520230.000000 Penalty: 1090.921387
	Iteration 15Q: 3 clusters Score -8520230 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 100070 members 
Entering Unmasked Estep 
Score: -8520606.000000 Penalty: 1090.921387
	Iteration 16Q: 3 clusters Score -8520606 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 97093 members 
Entering Unmasked Estep 
Score: -8521116.000000 Penalty: 1090.921387
	Iteration 17Q: 3 clusters Score -8521116 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -8521897.000000 Penalty: 1090.921387
	Iteration 18Q: 3 clusters Score -8521897 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -8522706.000000 Penalty: 1090.921387
	Iteration 19Q: 3 clusters Score -8522706 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -8523376.000000 Penalty: 1090.921387
	Iteration 20F: 3 clusters Score -8523376 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -8523912.000000 Penalty: 1090.921387
	Iteration 21Q: 3 clusters Score -8523912 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 82117 members 
Entering Unmasked Estep 
Score: -8524257.000000 Penalty: 1090.921387
	Iteration 22Q: 3 clusters Score -8524257 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -8524408.000000 Penalty: 1090.921387
	Iteration 23Q: 3 clusters Score -8524408 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -8524490.000000 Penalty: 1090.921387
	Iteration 24Q: 3 clusters Score -8524490 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -8524485.000000 Penalty: 1090.921387
	Iteration 25Q: 3 clusters Score -8524485 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84394 members 
Mstep: Class 2 contains 76443 members 
Entering Unmasked Estep 
Score: -8524419.000000 Penalty: 1090.921387
	Iteration 26Q: 3 clusters Score -8524419 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85110 members 
Mstep: Class 2 contains 75727 members 
Entering Unmasked Estep 
Score: -8524374.000000 Penalty: 1090.921387
	Iteration 27Q: 3 clusters Score -8524374 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -8524273.000000 Penalty: 1090.921387
	Iteration 28Q: 3 clusters Score -8524273 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -8524334.000000 Penalty: 1090.921387
	Iteration 29Q: 3 clusters Score -8524334 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86075 members 
Mstep: Class 2 contains 74762 members 
Entering Unmasked Estep 
Score: -8524226.000000 Penalty: 1090.921387
	Iteration 30Q: 3 clusters Score -8524226 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86085 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -8524221.000000 Penalty: 1090.921387
	Iteration 31Q: 3 clusters Score -8524221 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 74858 members 
Entering Unmasked Estep 
Score: -8524185.000000 Penalty: 1090.921387
	Iteration 32Q: 3 clusters Score -8524185 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -8524209.000000 Penalty: 1090.921387
	Iteration 33Q: 3 clusters Score -8524209 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -8524314.000000 Penalty: 1090.921387
	Iteration 34Q: 3 clusters Score -8524314 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -8524355.000000 Penalty: 1090.921387
	Iteration 35Q: 3 clusters Score -8524355 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -8524297.000000 Penalty: 1090.921387
	Iteration 36Q: 3 clusters Score -8524297 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 75739 members 
Entering Unmasked Estep 
Score: -8524366.000000 Penalty: 1090.921387
	Iteration 37Q: 3 clusters Score -8524366 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 75983 members 
Entering Unmasked Estep 
Score: -8524401.000000 Penalty: 1090.921387
	Iteration 38Q: 3 clusters Score -8524401 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 76216 members 
Entering Unmasked Estep 
Score: -8524443.000000 Penalty: 1090.921387
	Iteration 39Q: 3 clusters Score -8524443 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84387 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -8524403.000000 Penalty: 1090.921387
	Iteration 40F: 3 clusters Score -8524403 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84127 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -8524449.000000 Penalty: 1090.921387
	Iteration 41Q: 3 clusters Score -8524449 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -8524536.000000 Penalty: 1090.921387
	Iteration 42Q: 3 clusters Score -8524536 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83541 members 
Mstep: Class 2 contains 77296 members 
Entering Unmasked Estep 
Score: -8524573.000000 Penalty: 1090.921387
	Iteration 43Q: 3 clusters Score -8524573 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -8524641.000000 Penalty: 1090.921387
	Iteration 44Q: 3 clusters Score -8524641 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 77817 members 
Entering Unmasked Estep 
Score: -8524712.000000 Penalty: 1090.921387
	Iteration 45Q: 3 clusters Score -8524712 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 78054 members 
Entering Unmasked Estep 
Score: -8524760.000000 Penalty: 1090.921387
	Iteration 46Q: 3 clusters Score -8524760 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82522 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -8524806.000000 Penalty: 1090.921387
	Iteration 47Q: 3 clusters Score -8524806 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -8524857.000000 Penalty: 1090.921387
	Iteration 48Q: 3 clusters Score -8524857 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81920 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -8524912.000000 Penalty: 1090.921387
	Iteration 49Q: 3 clusters Score -8524912 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -8524968.000000 Penalty: 1090.921387
	Iteration 50Q: 3 clusters Score -8524968 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -8525026.000000 Penalty: 1090.921387
	Iteration 51Q: 3 clusters Score -8525026 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80969 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -8525027.000000 Penalty: 1090.921387
	Iteration 52Q: 3 clusters Score -8525027 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -8525083.000000 Penalty: 1090.921387
	Iteration 53Q: 3 clusters Score -8525083 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -8525125.000000 Penalty: 1090.921387
	Iteration 54Q: 3 clusters Score -8525125 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -8525168.000000 Penalty: 1090.921387
	Iteration 55Q: 3 clusters Score -8525168 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -8525222.000000 Penalty: 1090.921387
	Iteration 56Q: 3 clusters Score -8525222 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 80635 members 
Entering Unmasked Estep 
Score: -8525231.000000 Penalty: 1090.921387
	Iteration 57Q: 3 clusters Score -8525231 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 80691 members 
Entering Unmasked Estep 
Score: -8525254.000000 Penalty: 1090.921387
	Iteration 58Q: 3 clusters Score -8525254 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 80715 members 
Entering Unmasked Estep 
Score: -8525273.000000 Penalty: 1090.921387
	Iteration 59Q: 3 clusters Score -8525273 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80123 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -8525301.000000 Penalty: 1090.921387
	Iteration 60F: 3 clusters Score -8525301 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80148 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -8525321.000000 Penalty: 1090.921387
	Iteration 61Q: 3 clusters Score -8525321 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -8525342.000000 Penalty: 1090.921387
	Iteration 62Q: 3 clusters Score -8525342 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -8525397.000000 Penalty: 1090.921387
	Iteration 63Q: 3 clusters Score -8525397 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -8525393.000000 Penalty: 1090.921387
	Iteration 64Q: 3 clusters Score -8525393 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -8525473.000000 Penalty: 1090.921387
	Iteration 65Q: 3 clusters Score -8525473 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -8525460.000000 Penalty: 1090.921387
	Iteration 66Q: 3 clusters Score -8525460 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -8525498.000000 Penalty: 1090.921387
	Iteration 67Q: 3 clusters Score -8525498 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -8525499.000000 Penalty: 1090.921387
	Iteration 68Q: 3 clusters Score -8525499 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80544 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -8525560.000000 Penalty: 1090.921387
	Iteration 69Q: 3 clusters Score -8525560 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 80217 members 
Entering Unmasked Estep 
Score: -8525623.000000 Penalty: 1090.921387
	Iteration 70Q: 3 clusters Score -8525623 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -8525686.000000 Penalty: 1090.921387
	Iteration 71Q: 3 clusters Score -8525686 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -8525738.000000 Penalty: 1090.921387
	Iteration 72Q: 3 clusters Score -8525738 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -8525772.000000 Penalty: 1090.921387
	Iteration 73Q: 3 clusters Score -8525772 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -8525851.000000 Penalty: 1090.921387
	Iteration 74Q: 3 clusters Score -8525851 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -8525898.000000 Penalty: 1090.921387
	Iteration 75Q: 3 clusters Score -8525898 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -8526007.000000 Penalty: 1090.921387
	Iteration 76Q: 3 clusters Score -8526007 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -8526107.000000 Penalty: 1090.921387
	Iteration 77Q: 3 clusters Score -8526107 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -8526210.000000 Penalty: 1090.921387
	Iteration 78Q: 3 clusters Score -8526210 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -8526279.000000 Penalty: 1090.921387
	Iteration 79Q: 3 clusters Score -8526279 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80896 members 
Mstep: Class 2 contains 79941 members 
Entering Unmasked Estep 
Score: -8526340.000000 Penalty: 1090.921387
	Iteration 80F: 3 clusters Score -8526340 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -8526395.000000 Penalty: 1090.921387
	Iteration 81Q: 3 clusters Score -8526395 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80981 members 
Mstep: Class 2 contains 79856 members 
Entering Unmasked Estep 
Score: -8526418.000000 Penalty: 1090.921387
	Iteration 82Q: 3 clusters Score -8526418 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -8526503.000000 Penalty: 1090.921387
	Iteration 83Q: 3 clusters Score -8526503 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81022 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -8526594.000000 Penalty: 1090.921387
	Iteration 84Q: 3 clusters Score -8526594 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80952 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -8526710.000000 Penalty: 1090.921387
	Iteration 85Q: 3 clusters Score -8526710 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80877 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -8526762.000000 Penalty: 1090.921387
	Iteration 86Q: 3 clusters Score -8526762 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -8526841.000000 Penalty: 1090.921387
	Iteration 87Q: 3 clusters Score -8526841 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 80106 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8527167 nChanged 591
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8527333 nChanged 482
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8527366 nChanged 454
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	Iteration 103Q: 3 clusters Score -8527373 nChanged 441
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8527432 nChanged 370
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8527447 nChanged 337
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8527735 nChanged 65
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	Iteration 177Q: 3 clusters Score -8527739 nChanged 73
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	Iteration 179Q: 3 clusters Score -8527733 nChanged 59
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	Iteration 180F: 3 clusters Score -8527735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -8527734.000000 Penalty: 1090.921387
	Iteration 181Q: 3 clusters Score -8527734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81023 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -8527720.000000 Penalty: 1090.921387
	Iteration 182Q: 3 clusters Score -8527720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -8527721.000000 Penalty: 1090.921387
	Iteration 183Q: 3 clusters Score -8527721 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80995 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -8527705.000000 Penalty: 1090.921387
	Iteration 184Q: 3 clusters Score -8527705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -8527711.000000 Penalty: 1090.921387
	Iteration 185Q: 3 clusters Score -8527711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -8527721.000000 Penalty: 1090.921387
	Iteration 186Q: 3 clusters Score -8527721 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -8527714.000000 Penalty: 1090.921387
	Iteration 187Q: 3 clusters Score -8527714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 79898 members 
Entering Unmasked Estep 
Score: -8527715.000000 Penalty: 1090.921387
	Iteration 188Q: 3 clusters Score -8527715 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -8527714.000000 Penalty: 1090.921387
	Iteration 189Q: 3 clusters Score -8527714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -8527710.000000 Penalty: 1090.921387
	Iteration 190Q: 3 clusters Score -8527710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 79900 members 
Entering Unmasked Estep 
Score: -8527704.000000 Penalty: 1090.921387
	Iteration 191Q: 3 clusters Score -8527704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -8527714.000000 Penalty: 1090.921387
	Iteration 192Q: 3 clusters Score -8527714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -8527717.000000 Penalty: 1090.921387
	Iteration 193Q: 3 clusters Score -8527717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 79891 members 
Entering Unmasked Estep 
Score: -8527726.000000 Penalty: 1090.921387
	Iteration 194Q: 3 clusters Score -8527726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -8527731.000000 Penalty: 1090.921387
	Iteration 195Q: 3 clusters Score -8527731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -8527733.000000 Penalty: 1090.921387
	Iteration 196Q: 3 clusters Score -8527733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -8527726.000000 Penalty: 1090.921387
	Iteration 197Q: 3 clusters Score -8527726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 79866 members 
Entering Unmasked Estep 
Score: -8527742.000000 Penalty: 1090.921387
	Iteration 198Q: 3 clusters Score -8527742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -8527729.000000 Penalty: 1090.921387
	Iteration 199Q: 3 clusters Score -8527729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -8527729.000000 Penalty: 1090.921387
	Iteration 200F: 3 clusters Score -8527729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -8527732.000000 Penalty: 1090.921387
	Iteration 201Q: 3 clusters Score -8527732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80995 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -8527730.000000 Penalty: 1090.921387
	Iteration 202Q: 3 clusters Score -8527730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -8527744.000000 Penalty: 1090.921387
	Iteration 203Q: 3 clusters Score -8527744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 79825 members 
Entering Unmasked Estep 
Score: -8527736.000000 Penalty: 1090.921387
	Iteration 204Q: 3 clusters Score -8527736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81020 members 
Mstep: Class 2 contains 79817 members 
Entering Unmasked Estep 
Score: -8527749.000000 Penalty: 1090.921387
	Iteration 205Q: 3 clusters Score -8527749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 79802 members 
Entering Unmasked Estep 
Score: -8527745.000000 Penalty: 1090.921387
	Iteration 206Q: 3 clusters Score -8527745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -8527743.000000 Penalty: 1090.921387
	Iteration 207Q: 3 clusters Score -8527743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -8527747.000000 Penalty: 1090.921387
	Iteration 208Q: 3 clusters Score -8527747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -8527740.000000 Penalty: 1090.921387
	Iteration 209Q: 3 clusters Score -8527740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -8527738.000000 Penalty: 1090.921387
	Iteration 210Q: 3 clusters Score -8527738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -8527742.000000 Penalty: 1090.921387
	Iteration 211Q: 3 clusters Score -8527742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -8527735.000000 Penalty: 1090.921387
	Iteration 212Q: 3 clusters Score -8527735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -8527731.000000 Penalty: 1090.921387
	Iteration 213Q: 3 clusters Score -8527731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -8527730.000000 Penalty: 1090.921387
	Iteration 214Q: 3 clusters Score -8527730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -8527737.000000 Penalty: 1090.921387
	Iteration 215Q: 3 clusters Score -8527737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -8527729.000000 Penalty: 1090.921387
	Iteration 216Q: 3 clusters Score -8527729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 79601 members 
Entering Unmasked Estep 
Score: -8527731.000000 Penalty: 1090.921387
	Iteration 217Q: 3 clusters Score -8527731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -8527727.000000 Penalty: 1090.921387
	Iteration 218Q: 3 clusters Score -8527727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -8527722.000000 Penalty: 1090.921387
	Iteration 219Q: 3 clusters Score -8527722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 79586 members 
Entering Unmasked Estep 
Score: -8527730.000000 Penalty: 1090.921387
	Iteration 220F: 3 clusters Score -8527730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -8527726.000000 Penalty: 1090.921387
	Iteration 221Q: 3 clusters Score -8527726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -8527722.000000 Penalty: 1090.921387
	Iteration 222Q: 3 clusters Score -8527722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -8527707.000000 Penalty: 1090.921387
	Iteration 223Q: 3 clusters Score -8527707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -8527703.000000 Penalty: 1090.921387
	Iteration 224Q: 3 clusters Score -8527703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -8527693.000000 Penalty: 1090.921387
	Iteration 225Q: 3 clusters Score -8527693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -8527705.000000 Penalty: 1090.921387
	Iteration 226Q: 3 clusters Score -8527705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 79591 members 
Entering Unmasked Estep 
Score: -8527701.000000 Penalty: 1090.921387
	Iteration 227Q: 3 clusters Score -8527701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -8527702.000000 Penalty: 1090.921387
	Iteration 228Q: 3 clusters Score -8527702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -8527699.000000 Penalty: 1090.921387
	Iteration 229Q: 3 clusters Score -8527699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -8527705.000000 Penalty: 1090.921387
	Iteration 230Q: 3 clusters Score -8527705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -8527703.000000 Penalty: 1090.921387
	Iteration 231Q: 3 clusters Score -8527703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -8527703.000000 Penalty: 1090.921387
	Iteration 232Q: 3 clusters Score -8527703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -8527704.000000 Penalty: 1090.921387
	Iteration 233Q: 3 clusters Score -8527704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81191 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -8527700.000000 Penalty: 1090.921387
	Iteration 234Q: 3 clusters Score -8527700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -8527688.000000 Penalty: 1090.921387
	Iteration 235Q: 3 clusters Score -8527688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -8527683.000000 Penalty: 1090.921387
	Iteration 236Q: 3 clusters Score -8527683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -8527680.000000 Penalty: 1090.921387
	Iteration 237Q: 3 clusters Score -8527680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -8527674.000000 Penalty: 1090.921387
	Iteration 238Q: 3 clusters Score -8527674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 79638 members 
Entering Unmasked Estep 
Score: -8527680.000000 Penalty: 1090.921387
	Iteration 239Q: 3 clusters Score -8527680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -8527683.000000 Penalty: 1090.921387
	Iteration 240F: 3 clusters Score -8527683 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -8527688.000000 Penalty: 1090.921387
	Iteration 241Q: 3 clusters Score -8527688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -8527678.000000 Penalty: 1090.921387
	Iteration 242Q: 3 clusters Score -8527678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81162 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -8527675.000000 Penalty: 1090.921387
	Iteration 243Q: 3 clusters Score -8527675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -8527676.000000 Penalty: 1090.921387
	Iteration 244Q: 3 clusters Score -8527676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -8527676.000000 Penalty: 1090.921387
	Iteration 245Q: 3 clusters Score -8527676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81144 members 
Mstep: Class 2 contains 79693 members 
Entering Unmasked Estep 
Score: -8527674.000000 Penalty: 1090.921387
	Iteration 246Q: 3 clusters Score -8527674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -8527676.000000 Penalty: 1090.921387
	Iteration 247Q: 3 clusters Score -8527676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -8527677.000000 Penalty: 1090.921387
	Iteration 248Q: 3 clusters Score -8527677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 79706 members 
Entering Unmasked Estep 
Score: -8527673.000000 Penalty: 1090.921387
	Iteration 249Q: 3 clusters Score -8527673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -8527672.000000 Penalty: 1090.921387
	Iteration 250Q: 3 clusters Score -8527672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -8527675.000000 Penalty: 1090.921387
	Iteration 251Q: 3 clusters Score -8527675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 79710 members 
Entering Unmasked Estep 
Score: -8527673.000000 Penalty: 1090.921387
	Iteration 252Q: 3 clusters Score -8527673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -8527671.000000 Penalty: 1090.921387
	Iteration 253Q: 3 clusters Score -8527671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -8527662.000000 Penalty: 1090.921387
	Iteration 254Q: 3 clusters Score -8527662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 79708 members 
Entering Unmasked Estep 
Score: -8527669.000000 Penalty: 1090.921387
	Iteration 255Q: 3 clusters Score -8527669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -8527666.000000 Penalty: 1090.921387
	Iteration 256Q: 3 clusters Score -8527666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81116 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -8527674.000000 Penalty: 1090.921387
	Iteration 257Q: 3 clusters Score -8527674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -8527678.000000 Penalty: 1090.921387
	Iteration 258Q: 3 clusters Score -8527678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -8527678.000000 Penalty: 1090.921387
	Iteration 259Q: 3 clusters Score -8527678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -8527684.000000 Penalty: 1090.921387
	Iteration 260F: 3 clusters Score -8527684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -8527682.000000 Penalty: 1090.921387
	Iteration 261Q: 3 clusters Score -8527682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -8527677.000000 Penalty: 1090.921387
	Iteration 262Q: 3 clusters Score -8527677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -8527678.000000 Penalty: 1090.921387
	Iteration 263Q: 3 clusters Score -8527678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -8527681.000000 Penalty: 1090.921387
	Iteration 264Q: 3 clusters Score -8527681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -8527681.000000 Penalty: 1090.921387
	Iteration 265F: 3 clusters Score -8527681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (82535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Entering Unmasked Estep 
Score: -4540853.000000 Penalty: 515.104492
	Iteration 0F: 2 clusters Score -4540853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -4485488.000000 Penalty: 1030.208984
	Iteration 0F: 3 clusters Score -4485488 nChanged 40338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -4510309.500000 Penalty: 1030.208984
	Iteration 1F: 3 clusters Score -4510310 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -4511371.000000 Penalty: 1030.208984
	Iteration 2Q: 3 clusters Score -4511371 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -4513221.000000 Penalty: 1030.208984
	Iteration 3Q: 3 clusters Score -4513221 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -4516296.500000 Penalty: 1030.208984
	Iteration 4F: 3 clusters Score -4516296 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -4520994.000000 Penalty: 1030.208984
	Iteration 5F: 3 clusters Score -4520994 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -4524665.000000 Penalty: 1030.208984
	Iteration 6F: 3 clusters Score -4524665 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -4525791.500000 Penalty: 1030.208984
	Iteration 7Q: 3 clusters Score -4525792 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -4526037.000000 Penalty: 1030.208984
	Iteration 8Q: 3 clusters Score -4526037 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -4526125.500000 Penalty: 1030.208984
	Iteration 9Q: 3 clusters Score -4526126 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -4526215.500000 Penalty: 1030.208984
	Iteration 10Q: 3 clusters Score -4526216 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -4526322.000000 Penalty: 1030.208984
	Iteration 11Q: 3 clusters Score -4526322 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -4526410.500000 Penalty: 1030.208984
	Iteration 12Q: 3 clusters Score -4526410 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -4526515.000000 Penalty: 1030.208984
	Iteration 13Q: 3 clusters Score -4526515 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -4526653.500000 Penalty: 1030.208984
	Iteration 14Q: 3 clusters Score -4526654 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -4526788.500000 Penalty: 1030.208984
	Iteration 15Q: 3 clusters Score -4526788 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -4526989.500000 Penalty: 1030.208984
	Iteration 16Q: 3 clusters Score -4526990 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -4527188.500000 Penalty: 1030.208984
	Iteration 17Q: 3 clusters Score -4527188 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -4527402.500000 Penalty: 1030.208984
	Iteration 18Q: 3 clusters Score -4527402 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -4527645.000000 Penalty: 1030.208984
	Iteration 19Q: 3 clusters Score -4527645 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -4527903.500000 Penalty: 1030.208984
	Iteration 20F: 3 clusters Score -4527904 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -4528199.500000 Penalty: 1030.208984
	Iteration 21Q: 3 clusters Score -4528200 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -4528554.500000 Penalty: 1030.208984
	Iteration 22Q: 3 clusters Score -4528554 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -4529003.500000 Penalty: 1030.208984
	Iteration 23Q: 3 clusters Score -4529004 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 61402 members 
Entering Unmasked Estep 
Score: -4529447.000000 Penalty: 1030.208984
	Iteration 24Q: 3 clusters Score -4529447 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -4529973.000000 Penalty: 1030.208984
	Iteration 25Q: 3 clusters Score -4529973 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -4530540.000000 Penalty: 1030.208984
	Iteration 26Q: 3 clusters Score -4530540 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -4531122.000000 Penalty: 1030.208984
	Iteration 27Q: 3 clusters Score -4531122 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -4531807.000000 Penalty: 1030.208984
	Iteration 28Q: 3 clusters Score -4531807 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -4532481.000000 Penalty: 1030.208984
	Iteration 29Q: 3 clusters Score -4532481 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -4533164.000000 Penalty: 1030.208984
	Iteration 30Q: 3 clusters Score -4533164 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -4533908.500000 Penalty: 1030.208984
	Iteration 31Q: 3 clusters Score -4533908 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 73702 members 
Entering Unmasked Estep 
Score: -4534672.500000 Penalty: 1030.208984
	Iteration 32Q: 3 clusters Score -4534672 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
Score: -4535468.500000 Penalty: 1030.208984
	Iteration 33Q: 3 clusters Score -4535468 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -4536200.000000 Penalty: 1030.208984
	Iteration 34Q: 3 clusters Score -4536200 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 77556 members 
Entering Unmasked Estep 
Score: -4536967.500000 Penalty: 1030.208984
	Iteration 35Q: 3 clusters Score -4536968 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -4537675.000000 Penalty: 1030.208984
	Iteration 36Q: 3 clusters Score -4537675 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -4538253.500000 Penalty: 1030.208984
	Iteration 37Q: 3 clusters Score -4538254 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -4538781.500000 Penalty: 1030.208984
	Iteration 38Q: 3 clusters Score -4538782 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -4539209.000000 Penalty: 1030.208984
	Iteration 39Q: 3 clusters Score -4539209 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -4539584.000000 Penalty: 1030.208984
	Iteration 40F: 3 clusters Score -4539584 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 81771 members 
Entering Unmasked Estep 
Score: -4539857.500000 Penalty: 1030.208984
	Iteration 41Q: 3 clusters Score -4539858 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -4540072.000000 Penalty: 1030.208984
	Iteration 42Q: 3 clusters Score -4540072 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -4540198.000000 Penalty: 1030.208984
	Iteration 43Q: 3 clusters Score -4540198 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -4540279.500000 Penalty: 1030.208984
	Iteration 44Q: 3 clusters Score -4540280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 82354 members 
Entering Unmasked Estep 
Score: -4540315.000000 Penalty: 1030.208984
	Iteration 45Q: 3 clusters Score -4540315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -4540335.000000 Penalty: 1030.208984
	Iteration 46Q: 3 clusters Score -4540335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -4540362.000000 Penalty: 1030.208984
	Iteration 47Q: 3 clusters Score -4540362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 82408 members 
Entering Unmasked Estep 
Score: -4540381.000000 Penalty: 1030.208984
	Iteration 48Q: 3 clusters Score -4540381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 82423 members 
Entering Unmasked Estep 
Score: -4540396.000000 Penalty: 1030.208984
	Iteration 49Q: 3 clusters Score -4540396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -4540400.000000 Penalty: 1030.208984
	Iteration 50Q: 3 clusters Score -4540400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -4540405.500000 Penalty: 1030.208984
	Iteration 51Q: 3 clusters Score -4540406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -4540408.500000 Penalty: 1030.208984
	Iteration 52Q: 3 clusters Score -4540408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -4540408.500000 Penalty: 1030.208984
	Iteration 53Q: 3 clusters Score -4540408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -4540410.000000 Penalty: 1030.208984
	Iteration 54Q: 3 clusters Score -4540410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -4540416.500000 Penalty: 1030.208984
	Iteration 55Q: 3 clusters Score -4540416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 82439 members 
Entering Unmasked Estep 
Score: -4540418.000000 Penalty: 1030.208984
	Iteration 56Q: 3 clusters Score -4540418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -4540421.500000 Penalty: 1030.208984
	Iteration 57Q: 3 clusters Score -4540422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -4540422.000000 Penalty: 1030.208984
	Iteration 58Q: 3 clusters Score -4540422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -4540423.000000 Penalty: 1030.208984
	Iteration 59Q: 3 clusters Score -4540423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -4540427.000000 Penalty: 1030.208984
	Iteration 60F: 3 clusters Score -4540427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -4540427.000000 Penalty: 1030.208984
	Iteration 61Q: 3 clusters Score -4540427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -4540431.000000 Penalty: 1030.208984
	Iteration 62Q: 3 clusters Score -4540431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -4540433.000000 Penalty: 1030.208984
	Iteration 63Q: 3 clusters Score -4540433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -4540433.000000 Penalty: 1030.208984
	Iteration 64F: 3 clusters Score -4540433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (15113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Entering Unmasked Estep 
Score: -765784.250000 Penalty: 437.860657
	Iteration 0F: 2 clusters Score -765784.2 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 7594 members 
Entering Unmasked Estep 
Score: -755751.000000 Penalty: 875.721313
	Iteration 0F: 3 clusters Score -755751 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -759983.062500 Penalty: 875.721313
	Iteration 1F: 3 clusters Score -759983.1 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -760354.312500 Penalty: 875.721313
	Iteration 2F: 3 clusters Score -760354.3 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -760907.562500 Penalty: 875.721313
	Iteration 3F: 3 clusters Score -760907.6 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -761692.125000 Penalty: 875.721313
	Iteration 4F: 3 clusters Score -761692.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -762609.062500 Penalty: 875.721313
	Iteration 5F: 3 clusters Score -762609.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -763319.062500 Penalty: 875.721313
	Iteration 6F: 3 clusters Score -763319.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -763707.500000 Penalty: 875.721313
	Iteration 7Q: 3 clusters Score -763707.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -763908.625000 Penalty: 875.721313
	Iteration 8Q: 3 clusters Score -763908.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -764061.312500 Penalty: 875.721313
	Iteration 9Q: 3 clusters Score -764061.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -764215.875000 Penalty: 875.721313
	Iteration 10Q: 3 clusters Score -764215.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -764384.250000 Penalty: 875.721313
	Iteration 11Q: 3 clusters Score -764384.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -764544.562500 Penalty: 875.721313
	Iteration 12Q: 3 clusters Score -764544.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -764720.750000 Penalty: 875.721313
	Iteration 13Q: 3 clusters Score -764720.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -764886.312500 Penalty: 875.721313
	Iteration 14Q: 3 clusters Score -764886.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -765046.687500 Penalty: 875.721313
	Iteration 15Q: 3 clusters Score -765046.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -765144.875000 Penalty: 875.721313
	Iteration 16Q: 3 clusters Score -765144.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -765225.500000 Penalty: 875.721313
	Iteration 17Q: 3 clusters Score -765225.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -765268.500000 Penalty: 875.721313
	Iteration 18Q: 3 clusters Score -765268.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -765299.125000 Penalty: 875.721313
	Iteration 19Q: 3 clusters Score -765299.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -765326.812500 Penalty: 875.721313
	Iteration 20F: 3 clusters Score -765326.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -765348.625000 Penalty: 875.721313
	Iteration 21Q: 3 clusters Score -765348.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -765364.437500 Penalty: 875.721313
	Iteration 22Q: 3 clusters Score -765364.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -765374.937500 Penalty: 875.721313
	Iteration 23Q: 3 clusters Score -765374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -765379.562500 Penalty: 875.721313
	Iteration 24Q: 3 clusters Score -765379.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -765385.750000 Penalty: 875.721313
	Iteration 25Q: 3 clusters Score -765385.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -765392.562500 Penalty: 875.721313
	Iteration 26Q: 3 clusters Score -765392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -765396.937500 Penalty: 875.721313
	Iteration 27Q: 3 clusters Score -765396.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -765399.687500 Penalty: 875.721313
	Iteration 28Q: 3 clusters Score -765399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -765401.875000 Penalty: 875.721313
	Iteration 29Q: 3 clusters Score -765401.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -765401.875000 Penalty: 875.721313
	Iteration 30F: 3 clusters Score -765401.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Entering Unmasked Estep 
Score: -350701.343750 Penalty: 401.629791
	Iteration 0F: 2 clusters Score -350701.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -346163.781250 Penalty: 803.259583
	Iteration 0F: 3 clusters Score -346163.8 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -348332.281250 Penalty: 803.259583
	Iteration 1F: 3 clusters Score -348332.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -348896.000000 Penalty: 803.259583
	Iteration 2F: 3 clusters Score -348896 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -349435.375000 Penalty: 803.259583
	Iteration 3F: 3 clusters Score -349435.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -349818.093750 Penalty: 803.259583
	Iteration 4F: 3 clusters Score -349818.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -350020.062500 Penalty: 803.259583
	Iteration 5Q: 3 clusters Score -350020.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -350118.031250 Penalty: 803.259583
	Iteration 6Q: 3 clusters Score -350118 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -350173.468750 Penalty: 803.259583
	Iteration 7Q: 3 clusters Score -350173.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -350218.812500 Penalty: 803.259583
	Iteration 8Q: 3 clusters Score -350218.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -350259.875000 Penalty: 803.259583
	Iteration 9Q: 3 clusters Score -350259.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -350294.687500 Penalty: 803.259583
	Iteration 10Q: 3 clusters Score -350294.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -350332.562500 Penalty: 803.259583
	Iteration 11Q: 3 clusters Score -350332.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -350366.093750 Penalty: 803.259583
	Iteration 12Q: 3 clusters Score -350366.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -350399.812500 Penalty: 803.259583
	Iteration 13Q: 3 clusters Score -350399.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -350420.218750 Penalty: 803.259583
	Iteration 14Q: 3 clusters Score -350420.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -350431.437500 Penalty: 803.259583
	Iteration 15Q: 3 clusters Score -350431.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -350444.000000 Penalty: 803.259583
	Iteration 16Q: 3 clusters Score -350444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -350459.937500 Penalty: 803.259583
	Iteration 17Q: 3 clusters Score -350459.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -350469.531250 Penalty: 803.259583
	Iteration 18Q: 3 clusters Score -350469.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -350474.500000 Penalty: 803.259583
	Iteration 19Q: 3 clusters Score -350474.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -350479.218750 Penalty: 803.259583
	Iteration 20F: 3 clusters Score -350479.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -350484.593750 Penalty: 803.259583
	Iteration 21Q: 3 clusters Score -350484.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -350489.812500 Penalty: 803.259583
	Iteration 22Q: 3 clusters Score -350489.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -350495.187500 Penalty: 803.259583
	Iteration 23Q: 3 clusters Score -350495.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -350500.625000 Penalty: 803.259583
	Iteration 24Q: 3 clusters Score -350500.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -350508.781250 Penalty: 803.259583
	Iteration 25Q: 3 clusters Score -350508.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -350518.906250 Penalty: 803.259583
	Iteration 26Q: 3 clusters Score -350518.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -350525.531250 Penalty: 803.259583
	Iteration 27Q: 3 clusters Score -350525.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -350534.312500 Penalty: 803.259583
	Iteration 28Q: 3 clusters Score -350534.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -350539.343750 Penalty: 803.259583
	Iteration 29Q: 3 clusters Score -350539.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -350541.531250 Penalty: 803.259583
	Iteration 30Q: 3 clusters Score -350541.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -350542.343750 Penalty: 803.259583
	Iteration 31Q: 3 clusters Score -350542.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -350543.687500 Penalty: 803.259583
	Iteration 32Q: 3 clusters Score -350543.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -350545.968750 Penalty: 803.259583
	Iteration 33Q: 3 clusters Score -350546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -350547.156250 Penalty: 803.259583
	Iteration 34Q: 3 clusters Score -350547.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -350549.343750 Penalty: 803.259583
	Iteration 35Q: 3 clusters Score -350549.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -350550.187500 Penalty: 803.259583
	Iteration 36Q: 3 clusters Score -350550.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -350551.062500 Penalty: 803.259583
	Iteration 37Q: 3 clusters Score -350551.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -350552.281250 Penalty: 803.259583
	Iteration 38Q: 3 clusters Score -350552.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -350554.781250 Penalty: 803.259583
	Iteration 39Q: 3 clusters Score -350554.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -350556.593750 Penalty: 803.259583
	Iteration 40F: 3 clusters Score -350556.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -350558.656250 Penalty: 803.259583
	Iteration 41Q: 3 clusters Score -350558.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -350560.968750 Penalty: 803.259583
	Iteration 42Q: 3 clusters Score -350561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -350561.562500 Penalty: 803.259583
	Iteration 43Q: 3 clusters Score -350561.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -350561.843750 Penalty: 803.259583
	Iteration 44Q: 3 clusters Score -350561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -350563.187500 Penalty: 803.259583
	Iteration 45Q: 3 clusters Score -350563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -350562.968750 Penalty: 803.259583
	Iteration 46Q: 3 clusters Score -350563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -350562.875000 Penalty: 803.259583
	Iteration 47Q: 3 clusters Score -350562.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -350562.875000 Penalty: 803.259583
	Iteration 48F: 3 clusters Score -350562.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (91741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Entering Unmasked Estep 
Score: -4816745.500000 Penalty: 519.915955
	Iteration 0F: 2 clusters Score -4816746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -4755954.500000 Penalty: 1039.831909
	Iteration 0F: 3 clusters Score -4755954 nChanged 44540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -4783267.500000 Penalty: 1039.831909
	Iteration 1F: 3 clusters Score -4783268 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -4784546.000000 Penalty: 1039.831909
	Iteration 2Q: 3 clusters Score -4784546 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -4786596.500000 Penalty: 1039.831909
	Iteration 3Q: 3 clusters Score -4786596 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -4789992.500000 Penalty: 1039.831909
	Iteration 4F: 3 clusters Score -4789992 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -4795286.500000 Penalty: 1039.831909
	Iteration 5F: 3 clusters Score -4795286 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -4800245.000000 Penalty: 1039.831909
	Iteration 6F: 3 clusters Score -4800245 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -4802292.000000 Penalty: 1039.831909
	Iteration 7F: 3 clusters Score -4802292 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -4802897.000000 Penalty: 1039.831909
	Iteration 8Q: 3 clusters Score -4802897 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -4803168.000000 Penalty: 1039.831909
	Iteration 9Q: 3 clusters Score -4803168 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -4803427.500000 Penalty: 1039.831909
	Iteration 10Q: 3 clusters Score -4803428 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -4803652.500000 Penalty: 1039.831909
	Iteration 11Q: 3 clusters Score -4803652 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -4803909.500000 Penalty: 1039.831909
	Iteration 12Q: 3 clusters Score -4803910 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -4804142.500000 Penalty: 1039.831909
	Iteration 13Q: 3 clusters Score -4804142 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -4804385.500000 Penalty: 1039.831909
	Iteration 14Q: 3 clusters Score -4804386 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -4804629.500000 Penalty: 1039.831909
	Iteration 15Q: 3 clusters Score -4804630 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -4804832.500000 Penalty: 1039.831909
	Iteration 16Q: 3 clusters Score -4804832 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -4805019.000000 Penalty: 1039.831909
	Iteration 17Q: 3 clusters Score -4805019 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -4805246.000000 Penalty: 1039.831909
	Iteration 18Q: 3 clusters Score -4805246 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -4805409.500000 Penalty: 1039.831909
	Iteration 19Q: 3 clusters Score -4805410 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -4805621.000000 Penalty: 1039.831909
	Iteration 20F: 3 clusters Score -4805621 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -4805787.000000 Penalty: 1039.831909
	Iteration 21Q: 3 clusters Score -4805787 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -4805927.500000 Penalty: 1039.831909
	Iteration 22Q: 3 clusters Score -4805928 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -4806080.500000 Penalty: 1039.831909
	Iteration 23Q: 3 clusters Score -4806080 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -4806182.500000 Penalty: 1039.831909
	Iteration 24Q: 3 clusters Score -4806182 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -4806330.000000 Penalty: 1039.831909
	Iteration 25Q: 3 clusters Score -4806330 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -4806450.500000 Penalty: 1039.831909
	Iteration 26Q: 3 clusters Score -4806450 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -4806547.000000 Penalty: 1039.831909
	Iteration 27Q: 3 clusters Score -4806547 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -4806652.500000 Penalty: 1039.831909
	Iteration 28Q: 3 clusters Score -4806652 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -4806774.500000 Penalty: 1039.831909
	Iteration 29Q: 3 clusters Score -4806774 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -4806858.500000 Penalty: 1039.831909
	Iteration 30Q: 3 clusters Score -4806858 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -4806961.000000 Penalty: 1039.831909
	Iteration 31Q: 3 clusters Score -4806961 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -4807092.000000 Penalty: 1039.831909
	Iteration 32Q: 3 clusters Score -4807092 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -4807266.500000 Penalty: 1039.831909
	Iteration 33Q: 3 clusters Score -4807266 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -4807392.500000 Penalty: 1039.831909
	Iteration 34Q: 3 clusters Score -4807392 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -4807510.500000 Penalty: 1039.831909
	Iteration 35Q: 3 clusters Score -4807510 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -4807678.000000 Penalty: 1039.831909
	Iteration 36Q: 3 clusters Score -4807678 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -4807843.500000 Penalty: 1039.831909
	Iteration 37Q: 3 clusters Score -4807844 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -4808028.000000 Penalty: 1039.831909
	Iteration 38Q: 3 clusters Score -4808028 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -4808247.500000 Penalty: 1039.831909
	Iteration 39Q: 3 clusters Score -4808248 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -4808453.500000 Penalty: 1039.831909
	Iteration 40F: 3 clusters Score -4808454 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41858 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4809520 nChanged 894
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Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4809669 nChanged 895
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Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4809860 nChanged 871
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4810044 nChanged 883
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Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4810232 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4810354 nChanged 799
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Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4810624 nChanged 795
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Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4810778 nChanged 807
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4810905 nChanged 778
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Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4811085 nChanged 770
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Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4811204 nChanged 747
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4811344 nChanged 724
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Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4811458 nChanged 723
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Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 57827 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4811580 nChanged 687
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Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 58384 members 
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	Iteration 61Q: 3 clusters Score -4811680 nChanged 650
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Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 59405 members 
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	Iteration 63Q: 3 clusters Score -4811874 nChanged 566
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Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4811920 nChanged 548
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Mstep: Class 1 contains 31338 members 
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	Iteration 65Q: 3 clusters Score -4811992 nChanged 509
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Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4812082 nChanged 455
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Mstep: Class 1 contains 30412 members 
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	Iteration 67Q: 3 clusters Score -4812105 nChanged 460
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Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4812142 nChanged 469
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	Iteration 69Q: 3 clusters Score -4812192 nChanged 441
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Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 62677 members 
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	Iteration 70Q: 3 clusters Score -4812220 nChanged 469
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Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 63142 members 
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Mstep: Class 2 contains 63619 members 
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	Iteration 72Q: 3 clusters Score -4812282 nChanged 479
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	Iteration 73Q: 3 clusters Score -4812326 nChanged 478
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Mstep: Class 2 contains 65509 members 
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	Iteration 78Q: 3 clusters Score -4812500 nChanged 427
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Mstep: Class 2 contains 66873 members 
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	Iteration 79Q: 3 clusters Score -4812534 nChanged 457
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Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 67330 members 
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	Iteration 80F: 3 clusters Score -4812547 nChanged 480
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Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 67810 members 
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	Iteration 81Q: 3 clusters Score -4812556 nChanged 544
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Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 68354 members 
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	Iteration 82Q: 3 clusters Score -4812614 nChanged 528
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Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 68882 members 
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	Iteration 83Q: 3 clusters Score -4812660 nChanged 561
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Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 69443 members 
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	Iteration 84Q: 3 clusters Score -4812678 nChanged 543
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Mstep: Class 1 contains 21755 members 
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	Iteration 85Q: 3 clusters Score -4812746 nChanged 559
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Mstep: Class 1 contains 21196 members 
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	Iteration 86Q: 3 clusters Score -4812794 nChanged 591
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Mstep: Class 1 contains 20605 members 
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Mstep: Class 1 contains 20006 members 
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	Iteration 90Q: 3 clusters Score -4813066 nChanged 591
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	Iteration 94Q: 3 clusters Score -4813244 nChanged 701
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Mstep: Class 1 contains 15720 members 
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	Iteration 95Q: 3 clusters Score -4813310 nChanged 709
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	Iteration 96Q: 3 clusters Score -4813370 nChanged 705
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	Iteration 98Q: 3 clusters Score -4813521 nChanged 785
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Mstep: Class 1 contains 12794 members 
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Mstep: Class 2 contains 79733 members 
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	Iteration 100F: 3 clusters Score -4813771 nChanged 810
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Mstep: Class 1 contains 11198 members 
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	Iteration 101Q: 3 clusters Score -4813904 nChanged 877
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Mstep: Class 1 contains 10321 members 
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	Iteration 102Q: 3 clusters Score -4814143 nChanged 867
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Mstep: Class 1 contains 9454 members 
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	Iteration 103Q: 3 clusters Score -4814373 nChanged 908
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Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 83195 members 
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	Iteration 104Q: 3 clusters Score -4814611 nChanged 879
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Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 84074 members 
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	Iteration 105Q: 3 clusters Score -4814848 nChanged 837
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	Iteration 106Q: 3 clusters Score -4815077 nChanged 815
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	Iteration 107Q: 3 clusters Score -4815310 nChanged 751
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Mstep: Class 1 contains 5264 members 
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	Iteration 108Q: 3 clusters Score -4815542 nChanged 652
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Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 87129 members 
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	Iteration 109Q: 3 clusters Score -4815726 nChanged 631
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Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 87760 members 
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	Iteration 111Q: 3 clusters Score -4816004 nChanged 491
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Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 88800 members 
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	Iteration 112Q: 3 clusters Score -4816148 nChanged 422
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Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 89222 members 
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	Iteration 113Q: 3 clusters Score -4816196 nChanged 350
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Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 89572 members 
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	Iteration 114Q: 3 clusters Score -4816227 nChanged 331
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Mstep: Class 1 contains 1838 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4816262 nChanged 279
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Mstep: Class 1 contains 1559 members 
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	Iteration 116Q: 3 clusters Score -4816268 nChanged 219
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Mstep: Class 1 contains 1340 members 
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	Iteration 117Q: 3 clusters Score -4816287 nChanged 183
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Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 90584 members 
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	Iteration 118Q: 3 clusters Score -4816307 nChanged 136
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Mstep: Class 2 contains 90720 members 
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	Iteration 119Q: 3 clusters Score -4816300 nChanged 129
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Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 90847 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4816325 nChanged 121
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Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4816347 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4816380 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 91129 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4816382 nChanged 60
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Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4816388 nChanged 53
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Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4816392 nChanged 45
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Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 91279 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4816396 nChanged 33
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Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 91310 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4816396 nChanged 24
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Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4816402 nChanged 23
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Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 91343 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4816393 nChanged 13
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Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4816396 nChanged 18
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Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4816398 nChanged 9
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Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4816404 nChanged 4
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Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -4816399.000000 Penalty: 1039.831909
	Iteration 133Q: 3 clusters Score -4816399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -4816396.500000 Penalty: 1039.831909
	Iteration 134Q: 3 clusters Score -4816396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 91382 members 
Entering Unmasked Estep 
Score: -4816396.000000 Penalty: 1039.831909
	Iteration 135Q: 3 clusters Score -4816396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -4816397.000000 Penalty: 1039.831909
	Iteration 136Q: 3 clusters Score -4816397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -4816395.500000 Penalty: 1039.831909
	Iteration 137Q: 3 clusters Score -4816396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -4816396.500000 Penalty: 1039.831909
	Iteration 138Q: 3 clusters Score -4816396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 91391 members 
Entering Unmasked Estep 
Score: -4816393.500000 Penalty: 1039.831909
	Iteration 139Q: 3 clusters Score -4816394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 91394 members 
Entering Unmasked Estep 
Score: -4816392.500000 Penalty: 1039.831909
	Iteration 140F: 3 clusters Score -4816392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Entering Unmasked Estep 
Score: -417022.968750 Penalty: 407.042267
	Iteration 0F: 2 clusters Score -417023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -411823.406250 Penalty: 814.084534
	Iteration 0F: 3 clusters Score -411823.4 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -414005.406250 Penalty: 814.084534
	Iteration 1F: 3 clusters Score -414005.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -414332.250000 Penalty: 814.084534
	Iteration 2F: 3 clusters Score -414332.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -414773.312500 Penalty: 814.084534
	Iteration 3F: 3 clusters Score -414773.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -415296.812500 Penalty: 814.084534
	Iteration 4F: 3 clusters Score -415296.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -415786.562500 Penalty: 814.084534
	Iteration 5F: 3 clusters Score -415786.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -416105.812500 Penalty: 814.084534
	Iteration 6F: 3 clusters Score -416105.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -416276.937500 Penalty: 814.084534
	Iteration 7Q: 3 clusters Score -416276.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -416383.562500 Penalty: 814.084534
	Iteration 8Q: 3 clusters Score -416383.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -416457.218750 Penalty: 814.084534
	Iteration 9Q: 3 clusters Score -416457.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -416527.937500 Penalty: 814.084534
	Iteration 10Q: 3 clusters Score -416527.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -416575.750000 Penalty: 814.084534
	Iteration 11Q: 3 clusters Score -416575.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -416629.593750 Penalty: 814.084534
	Iteration 12Q: 3 clusters Score -416629.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -416685.593750 Penalty: 814.084534
	Iteration 13Q: 3 clusters Score -416685.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -416738.656250 Penalty: 814.084534
	Iteration 14Q: 3 clusters Score -416738.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -416785.281250 Penalty: 814.084534
	Iteration 15Q: 3 clusters Score -416785.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -416821.531250 Penalty: 814.084534
	Iteration 16Q: 3 clusters Score -416821.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -416844.000000 Penalty: 814.084534
	Iteration 17Q: 3 clusters Score -416844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -416854.187500 Penalty: 814.084534
	Iteration 18Q: 3 clusters Score -416854.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -416863.312500 Penalty: 814.084534
	Iteration 19Q: 3 clusters Score -416863.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -416878.843750 Penalty: 814.084534
	Iteration 20F: 3 clusters Score -416878.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -416884.406250 Penalty: 814.084534
	Iteration 21Q: 3 clusters Score -416884.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -416888.875000 Penalty: 814.084534
	Iteration 22Q: 3 clusters Score -416888.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -416890.562500 Penalty: 814.084534
	Iteration 23Q: 3 clusters Score -416890.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -416891.687500 Penalty: 814.084534
	Iteration 24Q: 3 clusters Score -416891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -416891.968750 Penalty: 814.084534
	Iteration 25Q: 3 clusters Score -416892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -416892.687500 Penalty: 814.084534
	Iteration 26Q: 3 clusters Score -416892.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -416891.281250 Penalty: 814.084534
	Iteration 27Q: 3 clusters Score -416891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -416891.875000 Penalty: 814.084534
	Iteration 28Q: 3 clusters Score -416891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -416891.843750 Penalty: 814.084534
	Iteration 29Q: 3 clusters Score -416891.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -416891.843750 Penalty: 814.084534
	Iteration 30F: 3 clusters Score -416891.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (19909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Entering Unmasked Estep 
Score: -1089099.250000 Penalty: 450.401154
	Iteration 0F: 2 clusters Score -1089099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1075889.750000 Penalty: 900.802307
	Iteration 0F: 3 clusters Score -1075890 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1081627.625000 Penalty: 900.802307
	Iteration 1F: 3 clusters Score -1081628 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1081938.625000 Penalty: 900.802307
	Iteration 2Q: 3 clusters Score -1081939 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1082231.375000 Penalty: 900.802307
	Iteration 3Q: 3 clusters Score -1082231 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1082607.750000 Penalty: 900.802307
	Iteration 4Q: 3 clusters Score -1082608 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1083130.375000 Penalty: 900.802307
	Iteration 5Q: 3 clusters Score -1083130 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1083841.500000 Penalty: 900.802307
	Iteration 6F: 3 clusters Score -1083842 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1084788.000000 Penalty: 900.802307
	Iteration 7F: 3 clusters Score -1084788 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1085729.375000 Penalty: 900.802307
	Iteration 8F: 3 clusters Score -1085729 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1086528.000000 Penalty: 900.802307
	Iteration 9Q: 3 clusters Score -1086528 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -1087063.625000 Penalty: 900.802307
	Iteration 10Q: 3 clusters Score -1087064 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1087440.000000 Penalty: 900.802307
	Iteration 11Q: 3 clusters Score -1087440 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -1087747.875000 Penalty: 900.802307
	Iteration 12Q: 3 clusters Score -1087748 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -1088010.125000 Penalty: 900.802307
	Iteration 13Q: 3 clusters Score -1088010 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1088216.375000 Penalty: 900.802307
	Iteration 14Q: 3 clusters Score -1088216 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1088348.250000 Penalty: 900.802307
	Iteration 15Q: 3 clusters Score -1088348 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -1088443.750000 Penalty: 900.802307
	Iteration 16Q: 3 clusters Score -1088444 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -1088523.000000 Penalty: 900.802307
	Iteration 17Q: 3 clusters Score -1088523 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1088570.000000 Penalty: 900.802307
	Iteration 18Q: 3 clusters Score -1088570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -1088612.375000 Penalty: 900.802307
	Iteration 19Q: 3 clusters Score -1088612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -1088646.500000 Penalty: 900.802307
	Iteration 20F: 3 clusters Score -1088646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -1088670.500000 Penalty: 900.802307
	Iteration 21Q: 3 clusters Score -1088670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -1088689.625000 Penalty: 900.802307
	Iteration 22Q: 3 clusters Score -1088690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -1088697.500000 Penalty: 900.802307
	Iteration 23Q: 3 clusters Score -1088698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -1088700.125000 Penalty: 900.802307
	Iteration 24Q: 3 clusters Score -1088700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -1088704.625000 Penalty: 900.802307
	Iteration 25Q: 3 clusters Score -1088705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -1088708.375000 Penalty: 900.802307
	Iteration 26Q: 3 clusters Score -1088708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -1088710.125000 Penalty: 900.802307
	Iteration 27Q: 3 clusters Score -1088710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1088711.625000 Penalty: 900.802307
	Iteration 28Q: 3 clusters Score -1088712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1088713.000000 Penalty: 900.802307
	Iteration 29Q: 3 clusters Score -1088713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -1088713.000000 Penalty: 900.802307
	Iteration 30F: 3 clusters Score -1088713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (81141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Entering Unmasked Estep 
Score: -4450785.000000 Penalty: 514.329407
	Iteration 0F: 2 clusters Score -4450785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -4396499.000000 Penalty: 1028.658813
	Iteration 0F: 3 clusters Score -4396499 nChanged 39451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -4420769.000000 Penalty: 1028.658813
	Iteration 1F: 3 clusters Score -4420769 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -4422275.500000 Penalty: 1028.658813
	Iteration 2Q: 3 clusters Score -4422276 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -4425337.500000 Penalty: 1028.658813
	Iteration 3F: 3 clusters Score -4425338 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -4430360.500000 Penalty: 1028.658813
	Iteration 4F: 3 clusters Score -4430360 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -4437143.500000 Penalty: 1028.658813
	Iteration 5F: 3 clusters Score -4437144 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 74123 members 
Entering Unmasked Estep 
Score: -4443478.000000 Penalty: 1028.658813
	Iteration 6F: 3 clusters Score -4443478 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -4447581.000000 Penalty: 1028.658813
	Iteration 7Q: 3 clusters Score -4447581 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -4449383.000000 Penalty: 1028.658813
	Iteration 8Q: 3 clusters Score -4449383 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -4450017.000000 Penalty: 1028.658813
	Iteration 9Q: 3 clusters Score -4450017 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -4450218.500000 Penalty: 1028.658813
	Iteration 10Q: 3 clusters Score -4450218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -4450292.000000 Penalty: 1028.658813
	Iteration 11Q: 3 clusters Score -4450292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -4450313.000000 Penalty: 1028.658813
	Iteration 12Q: 3 clusters Score -4450313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -4450327.500000 Penalty: 1028.658813
	Iteration 13Q: 3 clusters Score -4450328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -4450328.500000 Penalty: 1028.658813
	Iteration 14Q: 3 clusters Score -4450328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -4450328.500000 Penalty: 1028.658813
	Iteration 15F: 3 clusters Score -4450328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Entering Unmasked Estep 
Score: -329802.593750 Penalty: 400.157623
	Iteration 0F: 2 clusters Score -329802.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -325396.406250 Penalty: 800.315247
	Iteration 0F: 3 clusters Score -325396.4 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -327166.968750 Penalty: 800.315247
	Iteration 1F: 3 clusters Score -327167 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -327419.593750 Penalty: 800.315247
	Iteration 2F: 3 clusters Score -327419.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -327714.375000 Penalty: 800.315247
	Iteration 3F: 3 clusters Score -327714.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -328022.375000 Penalty: 800.315247
	Iteration 4F: 3 clusters Score -328022.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -328303.562500 Penalty: 800.315247
	Iteration 5F: 3 clusters Score -328303.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -328512.781250 Penalty: 800.315247
	Iteration 6F: 3 clusters Score -328512.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -328659.187500 Penalty: 800.315247
	Iteration 7Q: 3 clusters Score -328659.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -328783.281250 Penalty: 800.315247
	Iteration 8Q: 3 clusters Score -328783.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -328896.031250 Penalty: 800.315247
	Iteration 9Q: 3 clusters Score -328896 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -329023.281250 Penalty: 800.315247
	Iteration 10Q: 3 clusters Score -329023.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -329158.375000 Penalty: 800.315247
	Iteration 11Q: 3 clusters Score -329158.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -329279.093750 Penalty: 800.315247
	Iteration 12Q: 3 clusters Score -329279.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -329370.781250 Penalty: 800.315247
	Iteration 13Q: 3 clusters Score -329370.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -329446.781250 Penalty: 800.315247
	Iteration 14Q: 3 clusters Score -329446.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -329502.437500 Penalty: 800.315247
	Iteration 15Q: 3 clusters Score -329502.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -329536.281250 Penalty: 800.315247
	Iteration 16Q: 3 clusters Score -329536.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -329555.093750 Penalty: 800.315247
	Iteration 17Q: 3 clusters Score -329555.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -329563.562500 Penalty: 800.315247
	Iteration 18Q: 3 clusters Score -329563.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -329569.375000 Penalty: 800.315247
	Iteration 19Q: 3 clusters Score -329569.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -329572.843750 Penalty: 800.315247
	Iteration 20F: 3 clusters Score -329572.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -329576.062500 Penalty: 800.315247
	Iteration 21Q: 3 clusters Score -329576.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -329578.375000 Penalty: 800.315247
	Iteration 22Q: 3 clusters Score -329578.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -329578.500000 Penalty: 800.315247
	Iteration 23Q: 3 clusters Score -329578.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -329578.937500 Penalty: 800.315247
	Iteration 24Q: 3 clusters Score -329578.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -329579.187500 Penalty: 800.315247
	Iteration 25Q: 3 clusters Score -329579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -329578.906250 Penalty: 800.315247
	Iteration 26Q: 3 clusters Score -329578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -329578.968750 Penalty: 800.315247
	Iteration 27Q: 3 clusters Score -329579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -329578.625000 Penalty: 800.315247
	Iteration 28Q: 3 clusters Score -329578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -329578.625000 Penalty: 800.315247
	Iteration 29F: 3 clusters Score -329578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -41771.261719 Penalty: 301.515656
	Iteration 0F: 2 clusters Score -41771.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -41133.644531 Penalty: 603.031311
	Iteration 0F: 3 clusters Score -41133.64 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -41300.164062 Penalty: 603.031311
	Iteration 1F: 3 clusters Score -41300.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -41334.222656 Penalty: 603.031311
	Iteration 2F: 3 clusters Score -41334.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -41353.039062 Penalty: 603.031311
	Iteration 3F: 3 clusters Score -41353.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -41365.675781 Penalty: 603.031311
	Iteration 4Q: 3 clusters Score -41365.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -41373.109375 Penalty: 603.031311
	Iteration 5Q: 3 clusters Score -41373.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -41379.578125 Penalty: 603.031311
	Iteration 6Q: 3 clusters Score -41379.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -41387.203125 Penalty: 603.031311
	Iteration 7Q: 3 clusters Score -41387.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -41392.398438 Penalty: 603.031311
	Iteration 8Q: 3 clusters Score -41392.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -41400.226562 Penalty: 603.031311
	Iteration 9Q: 3 clusters Score -41400.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -41404.433594 Penalty: 603.031311
	Iteration 10Q: 3 clusters Score -41404.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -41408.132812 Penalty: 603.031311
	Iteration 11Q: 3 clusters Score -41408.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -41410.007812 Penalty: 603.031311
	Iteration 12Q: 3 clusters Score -41410.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -41410.789062 Penalty: 603.031311
	Iteration 13Q: 3 clusters Score -41410.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -41411.648438 Penalty: 603.031311
	Iteration 14Q: 3 clusters Score -41411.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -41412.128906 Penalty: 603.031311
	Iteration 15Q: 3 clusters Score -41412.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -41412.851562 Penalty: 603.031311
	Iteration 16Q: 3 clusters Score -41412.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -41413.902344 Penalty: 603.031311
	Iteration 17Q: 3 clusters Score -41413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -41414.644531 Penalty: 603.031311
	Iteration 18Q: 3 clusters Score -41414.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -41415.085938 Penalty: 603.031311
	Iteration 19Q: 3 clusters Score -41415.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -41415.828125 Penalty: 603.031311
	Iteration 20F: 3 clusters Score -41415.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -41418.484375 Penalty: 603.031311
	Iteration 21Q: 3 clusters Score -41418.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -41421.898438 Penalty: 603.031311
	Iteration 22Q: 3 clusters Score -41421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -41422.679688 Penalty: 603.031311
	Iteration 23Q: 3 clusters Score -41422.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -41423.320312 Penalty: 603.031311
	Iteration 24Q: 3 clusters Score -41423.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -41424.359375 Penalty: 603.031311
	Iteration 25Q: 3 clusters Score -41424.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -41424.714844 Penalty: 603.031311
	Iteration 26Q: 3 clusters Score -41424.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -41424.714844 Penalty: 603.031311
	Iteration 27F: 3 clusters Score -41424.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (171902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171902 members 
Entering Unmasked Estep 
Score: -8876404.000000 Penalty: 548.487915
	Iteration 0F: 2 clusters Score -8876404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -8763253.000000 Penalty: 1096.975830
	Iteration 0F: 3 clusters Score -8763253 nChanged 84680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95904 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -8815087.000000 Penalty: 1096.975830
	Iteration 1F: 3 clusters Score -8815087 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -8818238.000000 Penalty: 1096.975830
	Iteration 2Q: 3 clusters Score -8818238 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114122 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -8824424.000000 Penalty: 1096.975830
	Iteration 3F: 3 clusters Score -8824424 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128595 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -8835330.000000 Penalty: 1096.975830
	Iteration 4F: 3 clusters Score -8835330 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145014 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -8850893.000000 Penalty: 1096.975830
	Iteration 5F: 3 clusters Score -8850893 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159069 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -8866312.000000 Penalty: 1096.975830
	Iteration 6F: 3 clusters Score -8866312 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167625 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8873613.000000 Penalty: 1096.975830
	Iteration 7Q: 3 clusters Score -8873613 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170866 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8875485.000000 Penalty: 1096.975830
	Iteration 8Q: 3 clusters Score -8875485 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171645 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8875821.000000 Penalty: 1096.975830
	Iteration 9Q: 3 clusters Score -8875821 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171815 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8875885.000000 Penalty: 1096.975830
	Iteration 10Q: 3 clusters Score -8875885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171851 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8875915.000000 Penalty: 1096.975830
	Iteration 11Q: 3 clusters Score -8875915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171861 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -8875933.000000 Penalty: 1096.975830
	Iteration 12Q: 3 clusters Score -8875933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171859 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8875933.000000 Penalty: 1096.975830
	Iteration 13Q: 3 clusters Score -8875933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171859 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -8875932.000000 Penalty: 1096.975830
	Iteration 14Q: 3 clusters Score -8875932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171862 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8875940.000000 Penalty: 1096.975830
	Iteration 15Q: 3 clusters Score -8875940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171864 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8875948.000000 Penalty: 1096.975830
	Iteration 16Q: 3 clusters Score -8875948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171864 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8875950.000000 Penalty: 1096.975830
	Iteration 17Q: 3 clusters Score -8875950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171864 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8875956.000000 Penalty: 1096.975830
	Iteration 18Q: 3 clusters Score -8875956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171864 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -8875956.000000 Penalty: 1096.975830
	Iteration 19F: 3 clusters Score -8875956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 26374 members 
Mstep: Class 3 contains 98849 members 
Mstep: Class 4 contains 3272 members 
Mstep: Class 5 contains 5796 members 
Mstep: Class 6 contains 14340 members 
Mstep: Class 7 contains 87598 members 
Mstep: Class 8 contains 9000 members 
Mstep: Class 9 contains 55260 members 
Mstep: Class 10 contains 40483 members 
Mstep: Class 11 contains 18081 members 
Mstep: Class 12 contains 164807 members 
Mstep: Class 13 contains 1488 members 
Mstep: Class 14 contains 13395 members 
Mstep: Class 15 contains 12925 members 
Mstep: Class 16 contains 57525 members 
Mstep: Class 17 contains 1749 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 9064 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 25539 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 12171 members 
Mstep: Class 24 contains 16720 members 
Mstep: Class 25 contains 87860 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 31344 members 
Mstep: Class 28 contains 115054 members 
Mstep: Class 29 contains 88193 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 30047 members 
Mstep: Class 32 contains 25526 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 160837 members 
Mstep: Class 36 contains 82535 members 
Mstep: Class 37 contains 15113 members 
Mstep: Class 38 contains 6816 members 
Mstep: Class 39 contains 91741 members 
Mstep: Class 40 contains 7677 members 
Mstep: Class 41 contains 19909 members 
Mstep: Class 42 contains 81141 members 
Mstep: Class 43 contains 6599 members 
Mstep: Class 44 contains 755 members 
Mstep: Class 45 contains 171902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87422688.000000 Penalty: 28756.324219
Iteration 399Q: 45 clusters Score -8.742269e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 26378 members 
Mstep: Class 3 contains 99045 members 
Mstep: Class 4 contains 3247 members 
Mstep: Class 5 contains 5780 members 
Mstep: Class 6 contains 14375 members 
Mstep: Class 7 contains 87484 members 
Mstep: Class 8 contains 9001 members 
Mstep: Class 9 contains 55229 members 
Mstep: Class 10 contains 40519 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 164812 members 
Mstep: Class 13 contains 1495 members 
Mstep: Class 14 contains 13383 members 
Mstep: Class 15 contains 12879 members 
Mstep: Class 16 contains 57564 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 8951 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 25612 members 
Mstep: Class 22 contains 2795 members 
Mstep: Class 23 contains 12505 members 
Mstep: Class 24 contains 16648 members 
Mstep: Class 25 contains 87941 members 
Mstep: Class 26 contains 1687 members 
Mstep: Class 27 contains 30747 members 
Mstep: Class 28 contains 114998 members 
Mstep: Class 29 contains 88199 members 
Mstep: Class 30 contains 1439 members 
Mstep: Class 31 contains 30017 members 
Mstep: Class 32 contains 25307 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 160825 members 
Mstep: Class 36 contains 82547 members 
Mstep: Class 37 contains 15113 members 
Mstep: Class 38 contains 6847 members 
Mstep: Class 39 contains 92142 members 
Mstep: Class 40 contains 7673 members 
Mstep: Class 41 contains 19916 members 
Mstep: Class 42 contains 81266 members 
Mstep: Class 43 contains 6602 members 
Mstep: Class 44 contains 759 members 
Mstep: Class 45 contains 171847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87422664.000000 Penalty: 28756.324219
Iteration 400F: 45 clusters Score -8.742266e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 26389 members 
Mstep: Class 3 contains 99237 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 5773 members 
Mstep: Class 6 contains 14394 members 
Mstep: Class 7 contains 87406 members 
Mstep: Class 8 contains 9000 members 
Mstep: Class 9 contains 55208 members 
Mstep: Class 10 contains 40571 members 
Mstep: Class 11 contains 18075 members 
Mstep: Class 12 contains 164805 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 15 contains 12841 members 
Mstep: Class 16 contains 57614 members 
Mstep: Class 17 contains 1736 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 8851 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 25680 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 12835 members 
Mstep: Class 24 contains 16578 members 
Mstep: Class 25 contains 87988 members 
Mstep: Class 26 contains 1681 members 
Mstep: Class 27 contains 30172 members 
Mstep: Class 28 contains 114974 members 
Mstep: Class 29 contains 88213 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 29976 members 
Mstep: Class 32 contains 25077 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 160808 members 
Mstep: Class 36 contains 82549 members 
Mstep: Class 37 contains 15114 members 
Mstep: Class 38 contains 6869 members 
Mstep: Class 39 contains 92506 members 
Mstep: Class 40 contains 7672 members 
Mstep: Class 41 contains 19943 members 
Mstep: Class 42 contains 81399 members 
Mstep: Class 43 contains 6611 members 
Mstep: Class 44 contains 759 members 
Mstep: Class 45 contains 171738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421968.000000 Penalty: 28756.324219
Iteration 401Q: 45 clusters Score -8.742197e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 26386 members 
Mstep: Class 3 contains 99402 members 
Mstep: Class 4 contains 3193 members 
Mstep: Class 5 contains 5765 members 
Mstep: Class 6 contains 14416 members 
Mstep: Class 7 contains 87306 members 
Mstep: Class 8 contains 8993 members 
Mstep: Class 9 contains 55189 members 
Mstep: Class 10 contains 40615 members 
Mstep: Class 11 contains 18073 members 
Mstep: Class 12 contains 164731 members 
Mstep: Class 13 contains 1503 members 
Mstep: Class 14 contains 13384 members 
Mstep: Class 15 contains 12806 members 
Mstep: Class 16 contains 57669 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 1149 members 
Mstep: Class 19 contains 8755 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 25728 members 
Mstep: Class 22 contains 2805 members 
Mstep: Class 23 contains 13183 members 
Mstep: Class 24 contains 16523 members 
Mstep: Class 25 contains 88056 members 
Mstep: Class 26 contains 1680 members 
Mstep: Class 27 contains 29625 members 
Mstep: Class 28 contains 114955 members 
Mstep: Class 29 contains 88229 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 29939 members 
Mstep: Class 32 contains 24841 members 
Mstep: Class 33 contains 100 members 
Mstep: Class 35 contains 160803 members 
Mstep: Class 36 contains 82545 members 
Mstep: Class 37 contains 15112 members 
Mstep: Class 38 contains 6892 members 
Mstep: Class 39 contains 92894 members 
Mstep: Class 40 contains 7668 members 
Mstep: Class 41 contains 19969 members 
Mstep: Class 42 contains 81572 members 
Mstep: Class 43 contains 6613 members 
Mstep: Class 44 contains 757 members 
Mstep: Class 45 contains 171640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421752.000000 Penalty: 28756.324219
Iteration 402Q: 45 clusters Score -8.742175e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 26373 members 
Mstep: Class 3 contains 99536 members 
Mstep: Class 4 contains 3165 members 
Mstep: Class 5 contains 5755 members 
Mstep: Class 6 contains 14441 members 
Mstep: Class 7 contains 87265 members 
Mstep: Class 8 contains 8990 members 
Mstep: Class 9 contains 55195 members 
Mstep: Class 10 contains 40654 members 
Mstep: Class 11 contains 18080 members 
Mstep: Class 12 contains 164693 members 
Mstep: Class 13 contains 1509 members 
Mstep: Class 14 contains 13386 members 
Mstep: Class 15 contains 12768 members 
Mstep: Class 16 contains 57711 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 8661 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 21 contains 25757 members 
Mstep: Class 22 contains 2810 members 
Mstep: Class 23 contains 13514 members 
Mstep: Class 24 contains 16452 members 
Mstep: Class 25 contains 88085 members 
Mstep: Class 26 contains 1680 members 
Mstep: Class 27 contains 29096 members 
Mstep: Class 28 contains 114958 members 
Mstep: Class 29 contains 88271 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 29908 members 
Mstep: Class 32 contains 24623 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160816 members 
Mstep: Class 36 contains 82532 members 
Mstep: Class 37 contains 15111 members 
Mstep: Class 38 contains 6923 members 
Mstep: Class 39 contains 93258 members 
Mstep: Class 40 contains 7666 members 
Mstep: Class 41 contains 19979 members 
Mstep: Class 42 contains 81698 members 
Mstep: Class 43 contains 6619 members 
Mstep: Class 44 contains 757 members 
Mstep: Class 45 contains 171518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421720.000000 Penalty: 28756.324219
Iteration 403Q: 45 clusters Score -8.742172e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 26380 members 
Mstep: Class 3 contains 99666 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 5743 members 
Mstep: Class 6 contains 14473 members 
Mstep: Class 7 contains 87194 members 
Mstep: Class 8 contains 8978 members 
Mstep: Class 9 contains 55178 members 
Mstep: Class 10 contains 40712 members 
Mstep: Class 11 contains 18080 members 
Mstep: Class 12 contains 164683 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 12746 members 
Mstep: Class 16 contains 57735 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 8583 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 25805 members 
Mstep: Class 22 contains 2814 members 
Mstep: Class 23 contains 13831 members 
Mstep: Class 24 contains 16379 members 
Mstep: Class 25 contains 88129 members 
Mstep: Class 26 contains 1679 members 
Mstep: Class 27 contains 28584 members 
Mstep: Class 28 contains 114992 members 
Mstep: Class 29 contains 88316 members 
Mstep: Class 30 contains 1441 members 
Mstep: Class 31 contains 29870 members 
Mstep: Class 32 contains 24395 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160782 members 
Mstep: Class 36 contains 82502 members 
Mstep: Class 37 contains 15110 members 
Mstep: Class 38 contains 6949 members 
Mstep: Class 39 contains 93566 members 
Mstep: Class 40 contains 7662 members 
Mstep: Class 41 contains 19990 members 
Mstep: Class 42 contains 81834 members 
Mstep: Class 43 contains 6627 members 
Mstep: Class 44 contains 756 members 
Mstep: Class 45 contains 171436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421208.000000 Penalty: 28756.324219
Iteration 404Q: 45 clusters Score -8.742121e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 26394 members 
Mstep: Class 3 contains 99780 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 5730 members 
Mstep: Class 6 contains 14505 members 
Mstep: Class 7 contains 87094 members 
Mstep: Class 8 contains 8971 members 
Mstep: Class 9 contains 55149 members 
Mstep: Class 10 contains 40784 members 
Mstep: Class 11 contains 18074 members 
Mstep: Class 12 contains 164646 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 13373 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 57813 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 8496 members 
Mstep: Class 20 contains 2665 members 
Mstep: Class 21 contains 25870 members 
Mstep: Class 22 contains 2816 members 
Mstep: Class 23 contains 14155 members 
Mstep: Class 24 contains 16296 members 
Mstep: Class 25 contains 88123 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 28096 members 
Mstep: Class 28 contains 115088 members 
Mstep: Class 29 contains 88300 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 29849 members 
Mstep: Class 32 contains 24192 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160761 members 
Mstep: Class 36 contains 82534 members 
Mstep: Class 37 contains 15107 members 
Mstep: Class 38 contains 6980 members 
Mstep: Class 39 contains 93861 members 
Mstep: Class 40 contains 7656 members 
Mstep: Class 41 contains 20002 members 
Mstep: Class 42 contains 81922 members 
Mstep: Class 43 contains 6630 members 
Mstep: Class 44 contains 755 members 
Mstep: Class 45 contains 171327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421024.000000 Penalty: 28756.324219
Iteration 405Q: 45 clusters Score -8.742102e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 26397 members 
Mstep: Class 3 contains 99881 members 
Mstep: Class 4 contains 3092 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 14546 members 
Mstep: Class 7 contains 86972 members 
Mstep: Class 8 contains 8959 members 
Mstep: Class 9 contains 55112 members 
Mstep: Class 10 contains 40850 members 
Mstep: Class 11 contains 18078 members 
Mstep: Class 12 contains 164577 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 13370 members 
Mstep: Class 15 contains 12696 members 
Mstep: Class 16 contains 57878 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 8422 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 25923 members 
Mstep: Class 22 contains 2821 members 
Mstep: Class 23 contains 14512 members 
Mstep: Class 24 contains 16209 members 
Mstep: Class 25 contains 88166 members 
Mstep: Class 26 contains 1677 members 
Mstep: Class 27 contains 27631 members 
Mstep: Class 28 contains 115192 members 
Mstep: Class 29 contains 88283 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 29833 members 
Mstep: Class 32 contains 24008 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160763 members 
Mstep: Class 36 contains 82539 members 
Mstep: Class 37 contains 15102 members 
Mstep: Class 38 contains 7009 members 
Mstep: Class 39 contains 94147 members 
Mstep: Class 40 contains 7655 members 
Mstep: Class 41 contains 20016 members 
Mstep: Class 42 contains 82002 members 
Mstep: Class 43 contains 6633 members 
Mstep: Class 44 contains 756 members 
Mstep: Class 45 contains 171206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420928.000000 Penalty: 28756.324219
Iteration 406Q: 45 clusters Score -8.742093e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 26399 members 
Mstep: Class 3 contains 99972 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 5708 members 
Mstep: Class 6 contains 14598 members 
Mstep: Class 7 contains 86881 members 
Mstep: Class 8 contains 8951 members 
Mstep: Class 9 contains 55073 members 
Mstep: Class 10 contains 40905 members 
Mstep: Class 11 contains 18101 members 
Mstep: Class 12 contains 164558 members 
Mstep: Class 13 contains 1535 members 
Mstep: Class 14 contains 13358 members 
Mstep: Class 15 contains 12665 members 
Mstep: Class 16 contains 57922 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 8346 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 25979 members 
Mstep: Class 22 contains 2822 members 
Mstep: Class 23 contains 14840 members 
Mstep: Class 24 contains 16151 members 
Mstep: Class 25 contains 88214 members 
Mstep: Class 26 contains 1677 members 
Mstep: Class 27 contains 27218 members 
Mstep: Class 28 contains 115305 members 
Mstep: Class 29 contains 88281 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 29807 members 
Mstep: Class 32 contains 23855 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160737 members 
Mstep: Class 36 contains 82538 members 
Mstep: Class 37 contains 15098 members 
Mstep: Class 38 contains 7027 members 
Mstep: Class 39 contains 94429 members 
Mstep: Class 40 contains 7659 members 
Mstep: Class 41 contains 20036 members 
Mstep: Class 42 contains 82037 members 
Mstep: Class 43 contains 6634 members 
Mstep: Class 44 contains 756 members 
Mstep: Class 45 contains 171039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420592.000000 Penalty: 28756.324219
Iteration 407Q: 45 clusters Score -8.742059e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 26386 members 
Mstep: Class 3 contains 100069 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 5697 members 
Mstep: Class 6 contains 14647 members 
Mstep: Class 7 contains 86846 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 55041 members 
Mstep: Class 10 contains 40957 members 
Mstep: Class 11 contains 18090 members 
Mstep: Class 12 contains 164514 members 
Mstep: Class 13 contains 1541 members 
Mstep: Class 14 contains 13335 members 
Mstep: Class 15 contains 12637 members 
Mstep: Class 16 contains 57955 members 
Mstep: Class 17 contains 1705 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 8274 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 26031 members 
Mstep: Class 22 contains 2822 members 
Mstep: Class 23 contains 15165 members 
Mstep: Class 24 contains 16102 members 
Mstep: Class 25 contains 88243 members 
Mstep: Class 26 contains 1676 members 
Mstep: Class 27 contains 26818 members 
Mstep: Class 28 contains 115454 members 
Mstep: Class 29 contains 88304 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 29767 members 
Mstep: Class 32 contains 23735 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160741 members 
Mstep: Class 36 contains 82515 members 
Mstep: Class 37 contains 15098 members 
Mstep: Class 38 contains 7047 members 
Mstep: Class 39 contains 94671 members 
Mstep: Class 40 contains 7663 members 
Mstep: Class 41 contains 20049 members 
Mstep: Class 42 contains 82022 members 
Mstep: Class 43 contains 6638 members 
Mstep: Class 44 contains 758 members 
Mstep: Class 45 contains 170895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420872.000000 Penalty: 28756.324219
Iteration 408Q: 45 clusters Score -8.742087e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 26370 members 
Mstep: Class 3 contains 100167 members 
Mstep: Class 4 contains 2990 members 
Mstep: Class 5 contains 5690 members 
Mstep: Class 6 contains 14685 members 
Mstep: Class 7 contains 86803 members 
Mstep: Class 8 contains 8927 members 
Mstep: Class 9 contains 55002 members 
Mstep: Class 10 contains 41003 members 
Mstep: Class 11 contains 18067 members 
Mstep: Class 12 contains 164424 members 
Mstep: Class 13 contains 1550 members 
Mstep: Class 14 contains 13325 members 
Mstep: Class 15 contains 12620 members 
Mstep: Class 16 contains 57993 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 8192 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 26073 members 
Mstep: Class 22 contains 2819 members 
Mstep: Class 23 contains 15498 members 
Mstep: Class 24 contains 16069 members 
Mstep: Class 25 contains 88246 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 26437 members 
Mstep: Class 28 contains 115619 members 
Mstep: Class 29 contains 88330 members 
Mstep: Class 30 contains 1438 members 
Mstep: Class 31 contains 29728 members 
Mstep: Class 32 contains 23625 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160737 members 
Mstep: Class 36 contains 82512 members 
Mstep: Class 37 contains 15097 members 
Mstep: Class 38 contains 7070 members 
Mstep: Class 39 contains 94871 members 
Mstep: Class 40 contains 7664 members 
Mstep: Class 41 contains 20072 members 
Mstep: Class 42 contains 82019 members 
Mstep: Class 43 contains 6642 members 
Mstep: Class 44 contains 753 members 
Mstep: Class 45 contains 170803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420680.000000 Penalty: 28756.324219
Iteration 409Q: 45 clusters Score -8.742068e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 26320 members 
Mstep: Class 3 contains 100255 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 5685 members 
Mstep: Class 6 contains 14737 members 
Mstep: Class 7 contains 86714 members 
Mstep: Class 8 contains 8916 members 
Mstep: Class 9 contains 54955 members 
Mstep: Class 10 contains 41078 members 
Mstep: Class 11 contains 18052 members 
Mstep: Class 12 contains 164308 members 
Mstep: Class 13 contains 1553 members 
Mstep: Class 14 contains 13316 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 58046 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 8100 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 26123 members 
Mstep: Class 22 contains 2820 members 
Mstep: Class 23 contains 15801 members 
Mstep: Class 24 contains 16029 members 
Mstep: Class 25 contains 88292 members 
Mstep: Class 26 contains 1673 members 
Mstep: Class 27 contains 26037 members 
Mstep: Class 28 contains 115811 members 
Mstep: Class 29 contains 88352 members 
Mstep: Class 30 contains 1434 members 
Mstep: Class 31 contains 29693 members 
Mstep: Class 32 contains 23524 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160753 members 
Mstep: Class 36 contains 82509 members 
Mstep: Class 37 contains 15097 members 
Mstep: Class 38 contains 7091 members 
Mstep: Class 39 contains 95054 members 
Mstep: Class 40 contains 7665 members 
Mstep: Class 41 contains 20095 members 
Mstep: Class 42 contains 82027 members 
Mstep: Class 43 contains 6645 members 
Mstep: Class 44 contains 749 members 
Mstep: Class 45 contains 170737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421008.000000 Penalty: 28756.324219
Iteration 410Q: 45 clusters Score -8.742101e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 26248 members 
Mstep: Class 3 contains 100343 members 
Mstep: Class 4 contains 2929 members 
Mstep: Class 5 contains 5682 members 
Mstep: Class 6 contains 14762 members 
Mstep: Class 7 contains 86631 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 54925 members 
Mstep: Class 10 contains 41147 members 
Mstep: Class 11 contains 18043 members 
Mstep: Class 12 contains 164286 members 
Mstep: Class 13 contains 1558 members 
Mstep: Class 14 contains 13298 members 
Mstep: Class 15 contains 12594 members 
Mstep: Class 16 contains 58123 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 8021 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 26185 members 
Mstep: Class 22 contains 2820 members 
Mstep: Class 23 contains 16120 members 
Mstep: Class 24 contains 15987 members 
Mstep: Class 25 contains 88317 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 25713 members 
Mstep: Class 28 contains 115962 members 
Mstep: Class 29 contains 88344 members 
Mstep: Class 30 contains 1431 members 
Mstep: Class 31 contains 29662 members 
Mstep: Class 32 contains 23428 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160754 members 
Mstep: Class 36 contains 82544 members 
Mstep: Class 37 contains 15095 members 
Mstep: Class 38 contains 7106 members 
Mstep: Class 39 contains 95243 members 
Mstep: Class 40 contains 7668 members 
Mstep: Class 41 contains 20102 members 
Mstep: Class 42 contains 82042 members 
Mstep: Class 43 contains 6649 members 
Mstep: Class 44 contains 744 members 
Mstep: Class 45 contains 170533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421128.000000 Penalty: 28756.324219
Iteration 411Q: 45 clusters Score -8.742113e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 26200 members 
Mstep: Class 3 contains 100431 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 14783 members 
Mstep: Class 7 contains 86545 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 54867 members 
Mstep: Class 10 contains 41198 members 
Mstep: Class 11 contains 18038 members 
Mstep: Class 12 contains 164175 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 13280 members 
Mstep: Class 15 contains 12574 members 
Mstep: Class 16 contains 58200 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 7926 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 26254 members 
Mstep: Class 22 contains 2819 members 
Mstep: Class 23 contains 16456 members 
Mstep: Class 24 contains 15935 members 
Mstep: Class 25 contains 88387 members 
Mstep: Class 26 contains 1670 members 
Mstep: Class 27 contains 25394 members 
Mstep: Class 28 contains 116164 members 
Mstep: Class 29 contains 88314 members 
Mstep: Class 30 contains 1428 members 
Mstep: Class 31 contains 29624 members 
Mstep: Class 32 contains 23318 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160766 members 
Mstep: Class 36 contains 82535 members 
Mstep: Class 37 contains 15097 members 
Mstep: Class 38 contains 7117 members 
Mstep: Class 39 contains 95442 members 
Mstep: Class 40 contains 7670 members 
Mstep: Class 41 contains 20100 members 
Mstep: Class 42 contains 82077 members 
Mstep: Class 43 contains 6650 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 170390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420904.000000 Penalty: 28756.324219
Iteration 412Q: 45 clusters Score -8.74209e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 26153 members 
Mstep: Class 3 contains 100507 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 6 contains 14817 members 
Mstep: Class 7 contains 86459 members 
Mstep: Class 8 contains 8892 members 
Mstep: Class 9 contains 54813 members 
Mstep: Class 10 contains 41268 members 
Mstep: Class 11 contains 18033 members 
Mstep: Class 12 contains 164109 members 
Mstep: Class 13 contains 1560 members 
Mstep: Class 14 contains 13265 members 
Mstep: Class 15 contains 12561 members 
Mstep: Class 16 contains 58263 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 7840 members 
Mstep: Class 20 contains 2677 members 
Mstep: Class 21 contains 26326 members 
Mstep: Class 22 contains 2819 members 
Mstep: Class 23 contains 16789 members 
Mstep: Class 24 contains 15877 members 
Mstep: Class 25 contains 88426 members 
Mstep: Class 26 contains 1670 members 
Mstep: Class 27 contains 25063 members 
Mstep: Class 28 contains 116338 members 
Mstep: Class 29 contains 88292 members 
Mstep: Class 30 contains 1423 members 
Mstep: Class 31 contains 29584 members 
Mstep: Class 32 contains 23191 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160772 members 
Mstep: Class 36 contains 82566 members 
Mstep: Class 37 contains 15095 members 
Mstep: Class 38 contains 7114 members 
Mstep: Class 39 contains 95633 members 
Mstep: Class 40 contains 7677 members 
Mstep: Class 41 contains 20098 members 
Mstep: Class 42 contains 82092 members 
Mstep: Class 43 contains 6651 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 170260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420864.000000 Penalty: 28756.324219
Iteration 413Q: 45 clusters Score -8.742086e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 26082 members 
Mstep: Class 3 contains 100583 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 5674 members 
Mstep: Class 6 contains 14844 members 
Mstep: Class 7 contains 86413 members 
Mstep: Class 8 contains 8889 members 
Mstep: Class 9 contains 54774 members 
Mstep: Class 10 contains 41313 members 
Mstep: Class 11 contains 18005 members 
Mstep: Class 12 contains 164097 members 
Mstep: Class 13 contains 1563 members 
Mstep: Class 14 contains 13250 members 
Mstep: Class 15 contains 12549 members 
Mstep: Class 16 contains 58328 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 26391 members 
Mstep: Class 22 contains 2821 members 
Mstep: Class 23 contains 17157 members 
Mstep: Class 24 contains 15853 members 
Mstep: Class 25 contains 88469 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 24692 members 
Mstep: Class 28 contains 116485 members 
Mstep: Class 29 contains 88282 members 
Mstep: Class 30 contains 1418 members 
Mstep: Class 31 contains 29551 members 
Mstep: Class 32 contains 23052 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160749 members 
Mstep: Class 36 contains 82565 members 
Mstep: Class 37 contains 15094 members 
Mstep: Class 38 contains 7119 members 
Mstep: Class 39 contains 95766 members 
Mstep: Class 40 contains 7679 members 
Mstep: Class 41 contains 20107 members 
Mstep: Class 42 contains 82130 members 
Mstep: Class 43 contains 6653 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 170153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420968.000000 Penalty: 28756.324219
Iteration 414Q: 45 clusters Score -8.742097e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 26020 members 
Mstep: Class 3 contains 100655 members 
Mstep: Class 4 contains 2827 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 14873 members 
Mstep: Class 7 contains 86315 members 
Mstep: Class 8 contains 8890 members 
Mstep: Class 9 contains 54729 members 
Mstep: Class 10 contains 41369 members 
Mstep: Class 11 contains 17992 members 
Mstep: Class 12 contains 164042 members 
Mstep: Class 13 contains 1566 members 
Mstep: Class 14 contains 13234 members 
Mstep: Class 15 contains 12529 members 
Mstep: Class 16 contains 58411 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 26440 members 
Mstep: Class 22 contains 2826 members 
Mstep: Class 23 contains 17520 members 
Mstep: Class 24 contains 15814 members 
Mstep: Class 25 contains 88525 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 24330 members 
Mstep: Class 28 contains 116634 members 
Mstep: Class 29 contains 88279 members 
Mstep: Class 30 contains 1412 members 
Mstep: Class 31 contains 29505 members 
Mstep: Class 32 contains 22880 members 
Mstep: Class 33 contains 99 members 
Mstep: Class 35 contains 160757 members 
Mstep: Class 36 contains 82572 members 
Mstep: Class 37 contains 15099 members 
Mstep: Class 38 contains 7130 members 
Mstep: Class 39 contains 95918 members 
Mstep: Class 40 contains 7680 members 
Mstep: Class 41 contains 20120 members 
Mstep: Class 42 contains 82219 members 
Mstep: Class 43 contains 6654 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 170035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420856.000000 Penalty: 28756.324219
Iteration 415Q: 45 clusters Score -8.742086e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 25944 members 
Mstep: Class 3 contains 100727 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 5649 members 
Mstep: Class 6 contains 14898 members 
Mstep: Class 7 contains 86278 members 
Mstep: Class 8 contains 8888 members 
Mstep: Class 9 contains 54709 members 
Mstep: Class 10 contains 41422 members 
Mstep: Class 11 contains 17976 members 
Mstep: Class 12 contains 163973 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 14 contains 13216 members 
Mstep: Class 15 contains 12515 members 
Mstep: Class 16 contains 58489 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 7613 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 26480 members 
Mstep: Class 22 contains 2833 members 
Mstep: Class 23 contains 17849 members 
Mstep: Class 24 contains 15776 members 
Mstep: Class 25 contains 88579 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 23998 members 
Mstep: Class 28 contains 116780 members 
Mstep: Class 29 contains 88284 members 
Mstep: Class 30 contains 1406 members 
Mstep: Class 31 contains 29456 members 
Mstep: Class 32 contains 22742 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160776 members 
Mstep: Class 36 contains 82561 members 
Mstep: Class 37 contains 15106 members 
Mstep: Class 38 contains 7142 members 
Mstep: Class 39 contains 96089 members 
Mstep: Class 40 contains 7677 members 
Mstep: Class 41 contains 20140 members 
Mstep: Class 42 contains 82254 members 
Mstep: Class 43 contains 6654 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 169915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420400.000000 Penalty: 28756.324219
Iteration 416Q: 45 clusters Score -8.74204e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 25870 members 
Mstep: Class 3 contains 100800 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 5640 members 
Mstep: Class 6 contains 14931 members 
Mstep: Class 7 contains 86207 members 
Mstep: Class 8 contains 8884 members 
Mstep: Class 9 contains 54670 members 
Mstep: Class 10 contains 41473 members 
Mstep: Class 11 contains 17945 members 
Mstep: Class 12 contains 163965 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 14 contains 13197 members 
Mstep: Class 15 contains 12497 members 
Mstep: Class 16 contains 58574 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 7541 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 26522 members 
Mstep: Class 22 contains 2837 members 
Mstep: Class 23 contains 18203 members 
Mstep: Class 24 contains 15747 members 
Mstep: Class 25 contains 88629 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 23676 members 
Mstep: Class 28 contains 116938 members 
Mstep: Class 29 contains 88296 members 
Mstep: Class 30 contains 1401 members 
Mstep: Class 31 contains 29410 members 
Mstep: Class 32 contains 22581 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160778 members 
Mstep: Class 36 contains 82530 members 
Mstep: Class 37 contains 15115 members 
Mstep: Class 38 contains 7150 members 
Mstep: Class 39 contains 96224 members 
Mstep: Class 40 contains 7674 members 
Mstep: Class 41 contains 20169 members 
Mstep: Class 42 contains 82329 members 
Mstep: Class 43 contains 6653 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 169787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420576.000000 Penalty: 28756.324219
Iteration 417Q: 45 clusters Score -8.742058e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 25807 members 
Mstep: Class 3 contains 100867 members 
Mstep: Class 4 contains 2718 members 
Mstep: Class 5 contains 5625 members 
Mstep: Class 6 contains 14990 members 
Mstep: Class 7 contains 86140 members 
Mstep: Class 8 contains 8883 members 
Mstep: Class 9 contains 54634 members 
Mstep: Class 10 contains 41536 members 
Mstep: Class 11 contains 17917 members 
Mstep: Class 12 contains 163929 members 
Mstep: Class 13 contains 1565 members 
Mstep: Class 14 contains 13171 members 
Mstep: Class 15 contains 12489 members 
Mstep: Class 16 contains 58654 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 26558 members 
Mstep: Class 22 contains 2839 members 
Mstep: Class 23 contains 18542 members 
Mstep: Class 24 contains 15708 members 
Mstep: Class 25 contains 88661 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 23373 members 
Mstep: Class 28 contains 117136 members 
Mstep: Class 29 contains 88297 members 
Mstep: Class 30 contains 1396 members 
Mstep: Class 31 contains 29365 members 
Mstep: Class 32 contains 22428 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160749 members 
Mstep: Class 36 contains 82512 members 
Mstep: Class 37 contains 15118 members 
Mstep: Class 38 contains 7154 members 
Mstep: Class 39 contains 96348 members 
Mstep: Class 40 contains 7672 members 
Mstep: Class 41 contains 20203 members 
Mstep: Class 42 contains 82386 members 
Mstep: Class 43 contains 6653 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 169703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420832.000000 Penalty: 28756.324219
Iteration 418Q: 45 clusters Score -8.742083e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 25755 members 
Mstep: Class 3 contains 100922 members 
Mstep: Class 4 contains 2687 members 
Mstep: Class 5 contains 5619 members 
Mstep: Class 6 contains 15050 members 
Mstep: Class 7 contains 86062 members 
Mstep: Class 8 contains 8882 members 
Mstep: Class 9 contains 54566 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 17890 members 
Mstep: Class 12 contains 163946 members 
Mstep: Class 13 contains 1562 members 
Mstep: Class 14 contains 13149 members 
Mstep: Class 15 contains 12479 members 
Mstep: Class 16 contains 58733 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 7380 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 26598 members 
Mstep: Class 22 contains 2840 members 
Mstep: Class 23 contains 18865 members 
Mstep: Class 24 contains 15662 members 
Mstep: Class 25 contains 88697 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 23053 members 
Mstep: Class 28 contains 117302 members 
Mstep: Class 29 contains 88295 members 
Mstep: Class 30 contains 1393 members 
Mstep: Class 31 contains 29316 members 
Mstep: Class 32 contains 22265 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 160693 members 
Mstep: Class 36 contains 82517 members 
Mstep: Class 37 contains 15129 members 
Mstep: Class 38 contains 7158 members 
Mstep: Class 39 contains 96463 members 
Mstep: Class 40 contains 7676 members 
Mstep: Class 41 contains 20223 members 
Mstep: Class 42 contains 82474 members 
Mstep: Class 43 contains 6653 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 169642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420624.000000 Penalty: 28756.324219
Iteration 419Q: 45 clusters Score -8.742062e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 25703 members 
Mstep: Class 3 contains 100999 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 5612 members 
Mstep: Class 6 contains 15097 members 
Mstep: Class 7 contains 85992 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 54527 members 
Mstep: Class 10 contains 41682 members 
Mstep: Class 11 contains 17860 members 
Mstep: Class 12 contains 163900 members 
Mstep: Class 13 contains 1564 members 
Mstep: Class 14 contains 13134 members 
Mstep: Class 15 contains 12470 members 
Mstep: Class 16 contains 58781 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 7315 members 
Mstep: Class 20 contains 2692 members 
Mstep: Class 21 contains 26638 members 
Mstep: Class 22 contains 2837 members 
Mstep: Class 23 contains 19180 members 
Mstep: Class 24 contains 15602 members 
Mstep: Class 25 contains 88750 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 22732 members 
Mstep: Class 28 contains 117478 members 
Mstep: Class 29 contains 88265 members 
Mstep: Class 30 contains 1388 members 
Mstep: Class 31 contains 29285 members 
Mstep: Class 32 contains 22102 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 160671 members 
Mstep: Class 36 contains 82567 members 
Mstep: Class 37 contains 15133 members 
Mstep: Class 38 contains 7165 members 
Mstep: Class 39 contains 96588 members 
Mstep: Class 40 contains 7677 members 
Mstep: Class 41 contains 20246 members 
Mstep: Class 42 contains 82553 members 
Mstep: Class 43 contains 6654 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 169550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420624.000000 Penalty: 28756.324219
Iteration 420F: 45 clusters Score -8.742062e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 25661 members 
Mstep: Class 3 contains 101077 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 15132 members 
Mstep: Class 7 contains 85947 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 54479 members 
Mstep: Class 10 contains 41754 members 
Mstep: Class 11 contains 17823 members 
Mstep: Class 12 contains 163907 members 
Mstep: Class 13 contains 1564 members 
Mstep: Class 14 contains 13127 members 
Mstep: Class 15 contains 12457 members 
Mstep: Class 16 contains 58838 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 2697 members 
Mstep: Class 21 contains 26671 members 
Mstep: Class 22 contains 2840 members 
Mstep: Class 23 contains 19486 members 
Mstep: Class 24 contains 15553 members 
Mstep: Class 25 contains 88824 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 22422 members 
Mstep: Class 28 contains 117624 members 
Mstep: Class 29 contains 88263 members 
Mstep: Class 30 contains 1386 members 
Mstep: Class 31 contains 29248 members 
Mstep: Class 32 contains 21899 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 160629 members 
Mstep: Class 36 contains 82584 members 
Mstep: Class 37 contains 15132 members 
Mstep: Class 38 contains 7186 members 
Mstep: Class 39 contains 96721 members 
Mstep: Class 40 contains 7679 members 
Mstep: Class 41 contains 20255 members 
Mstep: Class 42 contains 82623 members 
Mstep: Class 43 contains 6657 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 169439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420600.000000 Penalty: 28756.324219
Iteration 421Q: 45 clusters Score -8.74206e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 25602 members 
Mstep: Class 3 contains 101159 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 5584 members 
Mstep: Class 6 contains 15159 members 
Mstep: Class 7 contains 85975 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 54415 members 
Mstep: Class 10 contains 41831 members 
Mstep: Class 11 contains 17791 members 
Mstep: Class 12 contains 163881 members 
Mstep: Class 13 contains 1564 members 
Mstep: Class 14 contains 13116 members 
Mstep: Class 15 contains 12448 members 
Mstep: Class 16 contains 58863 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 7172 members 
Mstep: Class 20 contains 2695 members 
Mstep: Class 21 contains 26703 members 
Mstep: Class 22 contains 2840 members 
Mstep: Class 23 contains 19809 members 
Mstep: Class 24 contains 15509 members 
Mstep: Class 25 contains 88891 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 22143 members 
Mstep: Class 28 contains 117769 members 
Mstep: Class 29 contains 88245 members 
Mstep: Class 30 contains 1384 members 
Mstep: Class 31 contains 29204 members 
Mstep: Class 32 contains 21714 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 160622 members 
Mstep: Class 36 contains 82631 members 
Mstep: Class 37 contains 15142 members 
Mstep: Class 38 contains 7197 members 
Mstep: Class 39 contains 96818 members 
Mstep: Class 40 contains 7683 members 
Mstep: Class 41 contains 20274 members 
Mstep: Class 42 contains 82615 members 
Mstep: Class 43 contains 6657 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 169341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420496.000000 Penalty: 28756.324219
Iteration 422Q: 45 clusters Score -8.74205e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 25560 members 
Mstep: Class 3 contains 101236 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 5578 members 
Mstep: Class 6 contains 15201 members 
Mstep: Class 7 contains 85972 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 54349 members 
Mstep: Class 10 contains 41922 members 
Mstep: Class 11 contains 17758 members 
Mstep: Class 12 contains 163832 members 
Mstep: Class 13 contains 1562 members 
Mstep: Class 14 contains 13107 members 
Mstep: Class 15 contains 12448 members 
Mstep: Class 16 contains 58879 members 
Mstep: Class 17 contains 1673 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 2692 members 
Mstep: Class 21 contains 26749 members 
Mstep: Class 22 contains 2841 members 
Mstep: Class 23 contains 20121 members 
Mstep: Class 24 contains 15455 members 
Mstep: Class 25 contains 88976 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 21870 members 
Mstep: Class 28 contains 117923 members 
Mstep: Class 29 contains 88215 members 
Mstep: Class 30 contains 1383 members 
Mstep: Class 31 contains 29159 members 
Mstep: Class 32 contains 21562 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 160641 members 
Mstep: Class 36 contains 82637 members 
Mstep: Class 37 contains 15148 members 
Mstep: Class 38 contains 7205 members 
Mstep: Class 39 contains 96907 members 
Mstep: Class 40 contains 7687 members 
Mstep: Class 41 contains 20291 members 
Mstep: Class 42 contains 82587 members 
Mstep: Class 43 contains 6657 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 169267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420496.000000 Penalty: 28756.324219
Iteration 423Q: 45 clusters Score -8.74205e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 25521 members 
Mstep: Class 3 contains 101312 members 
Mstep: Class 4 contains 2550 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 15220 members 
Mstep: Class 7 contains 85938 members 
Mstep: Class 8 contains 8883 members 
Mstep: Class 9 contains 54283 members 
Mstep: Class 10 contains 42018 members 
Mstep: Class 11 contains 17738 members 
Mstep: Class 12 contains 163716 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 13096 members 
Mstep: Class 15 contains 12431 members 
Mstep: Class 16 contains 58955 members 
Mstep: Class 17 contains 1673 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 7016 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 26799 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 20457 members 
Mstep: Class 24 contains 15402 members 
Mstep: Class 25 contains 89077 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 21586 members 
Mstep: Class 28 contains 118063 members 
Mstep: Class 29 contains 88191 members 
Mstep: Class 30 contains 1382 members 
Mstep: Class 31 contains 29132 members 
Mstep: Class 32 contains 21396 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 160686 members 
Mstep: Class 36 contains 82607 members 
Mstep: Class 37 contains 15152 members 
Mstep: Class 38 contains 7210 members 
Mstep: Class 39 contains 97010 members 
Mstep: Class 40 contains 7686 members 
Mstep: Class 41 contains 20312 members 
Mstep: Class 42 contains 82587 members 
Mstep: Class 43 contains 6657 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 169173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420224.000000 Penalty: 28756.324219
Iteration 424Q: 45 clusters Score -8.742022e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 25470 members 
Mstep: Class 3 contains 101372 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 5566 members 
Mstep: Class 6 contains 15237 members 
Mstep: Class 7 contains 85872 members 
Mstep: Class 8 contains 8877 members 
Mstep: Class 9 contains 54197 members 
Mstep: Class 10 contains 42104 members 
Mstep: Class 11 contains 17719 members 
Mstep: Class 12 contains 163607 members 
Mstep: Class 13 contains 1560 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 12409 members 
Mstep: Class 16 contains 59067 members 
Mstep: Class 17 contains 1675 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 6952 members 
Mstep: Class 20 contains 2685 members 
Mstep: Class 21 contains 26848 members 
Mstep: Class 22 contains 2847 members 
Mstep: Class 23 contains 20811 members 
Mstep: Class 24 contains 15347 members 
Mstep: Class 25 contains 89194 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 21335 members 
Mstep: Class 28 contains 118216 members 
Mstep: Class 29 contains 88181 members 
Mstep: Class 30 contains 1376 members 
Mstep: Class 31 contains 29103 members 
Mstep: Class 32 contains 21209 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 160721 members 
Mstep: Class 36 contains 82567 members 
Mstep: Class 37 contains 15157 members 
Mstep: Class 38 contains 7221 members 
Mstep: Class 39 contains 97089 members 
Mstep: Class 40 contains 7689 members 
Mstep: Class 41 contains 20334 members 
Mstep: Class 42 contains 82628 members 
Mstep: Class 43 contains 6657 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 169043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420144.000000 Penalty: 28756.324219
Iteration 425Q: 45 clusters Score -8.742014e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 101417 members 
Mstep: Class 4 contains 2511 members 
Mstep: Class 5 contains 5558 members 
Mstep: Class 6 contains 15256 members 
Mstep: Class 7 contains 85892 members 
Mstep: Class 8 contains 8874 members 
Mstep: Class 9 contains 54114 members 
Mstep: Class 10 contains 42194 members 
Mstep: Class 11 contains 17699 members 
Mstep: Class 12 contains 163529 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 13081 members 
Mstep: Class 15 contains 12392 members 
Mstep: Class 16 contains 59143 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 6896 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 26896 members 
Mstep: Class 22 contains 2852 members 
Mstep: Class 23 contains 21140 members 
Mstep: Class 24 contains 15302 members 
Mstep: Class 25 contains 89304 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 21076 members 
Mstep: Class 28 contains 118380 members 
Mstep: Class 29 contains 88153 members 
Mstep: Class 30 contains 1369 members 
Mstep: Class 31 contains 29091 members 
Mstep: Class 32 contains 21029 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 160754 members 
Mstep: Class 36 contains 82539 members 
Mstep: Class 37 contains 15152 members 
Mstep: Class 38 contains 7225 members 
Mstep: Class 39 contains 97180 members 
Mstep: Class 40 contains 7696 members 
Mstep: Class 41 contains 20365 members 
Mstep: Class 42 contains 82620 members 
Mstep: Class 43 contains 6660 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 168905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419912.000000 Penalty: 28756.324219
Iteration 426Q: 45 clusters Score -8.741991e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 25333 members 
Mstep: Class 3 contains 101457 members 
Mstep: Class 4 contains 2491 members 
Mstep: Class 5 contains 5552 members 
Mstep: Class 6 contains 15280 members 
Mstep: Class 7 contains 85938 members 
Mstep: Class 8 contains 8874 members 
Mstep: Class 9 contains 54053 members 
Mstep: Class 10 contains 42290 members 
Mstep: Class 11 contains 17679 members 
Mstep: Class 12 contains 163383 members 
Mstep: Class 13 contains 1554 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 12377 members 
Mstep: Class 16 contains 59211 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 6831 members 
Mstep: Class 20 contains 2675 members 
Mstep: Class 21 contains 26938 members 
Mstep: Class 22 contains 2859 members 
Mstep: Class 23 contains 21480 members 
Mstep: Class 24 contains 15253 members 
Mstep: Class 25 contains 89387 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 20821 members 
Mstep: Class 28 contains 118517 members 
Mstep: Class 29 contains 88125 members 
Mstep: Class 30 contains 1364 members 
Mstep: Class 31 contains 29083 members 
Mstep: Class 32 contains 20889 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 160787 members 
Mstep: Class 36 contains 82519 members 
Mstep: Class 37 contains 15150 members 
Mstep: Class 38 contains 7237 members 
Mstep: Class 39 contains 97273 members 
Mstep: Class 40 contains 7694 members 
Mstep: Class 41 contains 20403 members 
Mstep: Class 42 contains 82610 members 
Mstep: Class 43 contains 6661 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 168815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420104.000000 Penalty: 28756.324219
Iteration 427Q: 45 clusters Score -8.74201e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 25278 members 
Mstep: Class 3 contains 101463 members 
Mstep: Class 4 contains 2471 members 
Mstep: Class 5 contains 5540 members 
Mstep: Class 6 contains 15322 members 
Mstep: Class 7 contains 85959 members 
Mstep: Class 8 contains 8869 members 
Mstep: Class 9 contains 54005 members 
Mstep: Class 10 contains 42364 members 
Mstep: Class 11 contains 17651 members 
Mstep: Class 12 contains 163271 members 
Mstep: Class 13 contains 1553 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 12368 members 
Mstep: Class 16 contains 59250 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 6774 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 26973 members 
Mstep: Class 22 contains 2866 members 
Mstep: Class 23 contains 21853 members 
Mstep: Class 24 contains 15212 members 
Mstep: Class 25 contains 89445 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 20565 members 
Mstep: Class 28 contains 118655 members 
Mstep: Class 29 contains 88133 members 
Mstep: Class 30 contains 1361 members 
Mstep: Class 31 contains 29084 members 
Mstep: Class 32 contains 20746 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160820 members 
Mstep: Class 36 contains 82501 members 
Mstep: Class 37 contains 15152 members 
Mstep: Class 38 contains 7238 members 
Mstep: Class 39 contains 97342 members 
Mstep: Class 40 contains 7685 members 
Mstep: Class 41 contains 20458 members 
Mstep: Class 42 contains 82605 members 
Mstep: Class 43 contains 6662 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 168717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420096.000000 Penalty: 28756.324219
Iteration 428Q: 45 clusters Score -8.74201e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 25217 members 
Mstep: Class 3 contains 101478 members 
Mstep: Class 4 contains 2454 members 
Mstep: Class 5 contains 5522 members 
Mstep: Class 6 contains 15356 members 
Mstep: Class 7 contains 86018 members 
Mstep: Class 8 contains 8870 members 
Mstep: Class 9 contains 53966 members 
Mstep: Class 10 contains 42431 members 
Mstep: Class 11 contains 17624 members 
Mstep: Class 12 contains 163208 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 13099 members 
Mstep: Class 15 contains 12360 members 
Mstep: Class 16 contains 59302 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 6724 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 27004 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 22227 members 
Mstep: Class 24 contains 15173 members 
Mstep: Class 25 contains 89469 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 20296 members 
Mstep: Class 28 contains 118750 members 
Mstep: Class 29 contains 88121 members 
Mstep: Class 30 contains 1358 members 
Mstep: Class 31 contains 29072 members 
Mstep: Class 32 contains 20586 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160817 members 
Mstep: Class 36 contains 82518 members 
Mstep: Class 37 contains 15157 members 
Mstep: Class 38 contains 7239 members 
Mstep: Class 39 contains 97388 members 
Mstep: Class 40 contains 7673 members 
Mstep: Class 41 contains 20519 members 
Mstep: Class 42 contains 82581 members 
Mstep: Class 43 contains 6665 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 168661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419968.000000 Penalty: 28756.324219
Iteration 429Q: 45 clusters Score -8.741997e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 25149 members 
Mstep: Class 3 contains 101467 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 15397 members 
Mstep: Class 7 contains 86092 members 
Mstep: Class 8 contains 8871 members 
Mstep: Class 9 contains 53931 members 
Mstep: Class 10 contains 42481 members 
Mstep: Class 11 contains 17586 members 
Mstep: Class 12 contains 163167 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 13103 members 
Mstep: Class 15 contains 12353 members 
Mstep: Class 16 contains 59345 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 6684 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 27036 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 22626 members 
Mstep: Class 24 contains 15136 members 
Mstep: Class 25 contains 89504 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 20038 members 
Mstep: Class 28 contains 118863 members 
Mstep: Class 29 contains 88111 members 
Mstep: Class 30 contains 1356 members 
Mstep: Class 31 contains 29063 members 
Mstep: Class 32 contains 20427 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160789 members 
Mstep: Class 36 contains 82522 members 
Mstep: Class 37 contains 15156 members 
Mstep: Class 38 contains 7239 members 
Mstep: Class 39 contains 97411 members 
Mstep: Class 40 contains 7662 members 
Mstep: Class 41 contains 20590 members 
Mstep: Class 42 contains 82563 members 
Mstep: Class 43 contains 6671 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 168621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419704.000000 Penalty: 28756.324219
Iteration 430Q: 45 clusters Score -8.74197e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 25090 members 
Mstep: Class 3 contains 101439 members 
Mstep: Class 4 contains 2415 members 
Mstep: Class 5 contains 5486 members 
Mstep: Class 6 contains 15451 members 
Mstep: Class 7 contains 86109 members 
Mstep: Class 8 contains 8875 members 
Mstep: Class 9 contains 53915 members 
Mstep: Class 10 contains 42533 members 
Mstep: Class 11 contains 17555 members 
Mstep: Class 12 contains 163136 members 
Mstep: Class 13 contains 1554 members 
Mstep: Class 14 contains 13109 members 
Mstep: Class 15 contains 12352 members 
Mstep: Class 16 contains 59415 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 6636 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 27065 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 23026 members 
Mstep: Class 24 contains 15103 members 
Mstep: Class 25 contains 89515 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 19788 members 
Mstep: Class 28 contains 118974 members 
Mstep: Class 29 contains 88094 members 
Mstep: Class 30 contains 1349 members 
Mstep: Class 31 contains 29041 members 
Mstep: Class 32 contains 20282 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160759 members 
Mstep: Class 36 contains 82521 members 
Mstep: Class 37 contains 15162 members 
Mstep: Class 38 contains 7239 members 
Mstep: Class 39 contains 97431 members 
Mstep: Class 40 contains 7665 members 
Mstep: Class 41 contains 20651 members 
Mstep: Class 42 contains 82570 members 
Mstep: Class 43 contains 6675 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 168571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419768.000000 Penalty: 28756.324219
Iteration 431Q: 45 clusters Score -8.741977e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 25032 members 
Mstep: Class 3 contains 101411 members 
Mstep: Class 4 contains 2399 members 
Mstep: Class 5 contains 5478 members 
Mstep: Class 6 contains 15509 members 
Mstep: Class 7 contains 86114 members 
Mstep: Class 8 contains 8878 members 
Mstep: Class 9 contains 53898 members 
Mstep: Class 10 contains 42558 members 
Mstep: Class 11 contains 17516 members 
Mstep: Class 12 contains 163082 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 13109 members 
Mstep: Class 15 contains 12351 members 
Mstep: Class 16 contains 59483 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 6590 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 27103 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 23444 members 
Mstep: Class 24 contains 15074 members 
Mstep: Class 25 contains 89498 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 19547 members 
Mstep: Class 28 contains 119102 members 
Mstep: Class 29 contains 88067 members 
Mstep: Class 30 contains 1343 members 
Mstep: Class 31 contains 29027 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160745 members 
Mstep: Class 36 contains 82522 members 
Mstep: Class 37 contains 15169 members 
Mstep: Class 38 contains 7246 members 
Mstep: Class 39 contains 97485 members 
Mstep: Class 40 contains 7667 members 
Mstep: Class 41 contains 20707 members 
Mstep: Class 42 contains 82611 members 
Mstep: Class 43 contains 6682 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 168494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419744.000000 Penalty: 28756.324219
Iteration 432Q: 45 clusters Score -8.741974e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 24964 members 
Mstep: Class 3 contains 101379 members 
Mstep: Class 4 contains 2386 members 
Mstep: Class 5 contains 5467 members 
Mstep: Class 6 contains 15572 members 
Mstep: Class 7 contains 86123 members 
Mstep: Class 8 contains 8876 members 
Mstep: Class 9 contains 53893 members 
Mstep: Class 10 contains 42577 members 
Mstep: Class 11 contains 17481 members 
Mstep: Class 12 contains 163064 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 13119 members 
Mstep: Class 15 contains 12347 members 
Mstep: Class 16 contains 59530 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 6551 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 21 contains 27143 members 
Mstep: Class 22 contains 2876 members 
Mstep: Class 23 contains 23873 members 
Mstep: Class 24 contains 15048 members 
Mstep: Class 25 contains 89464 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 19320 members 
Mstep: Class 28 contains 119230 members 
Mstep: Class 29 contains 88018 members 
Mstep: Class 30 contains 1336 members 
Mstep: Class 31 contains 29012 members 
Mstep: Class 32 contains 19886 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160714 members 
Mstep: Class 36 contains 82554 members 
Mstep: Class 37 contains 15181 members 
Mstep: Class 38 contains 7249 members 
Mstep: Class 39 contains 97516 members 
Mstep: Class 40 contains 7670 members 
Mstep: Class 41 contains 20756 members 
Mstep: Class 42 contains 82672 members 
Mstep: Class 43 contains 6683 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 168374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419440.000000 Penalty: 28756.324219
Iteration 433Q: 45 clusters Score -8.741944e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 24915 members 
Mstep: Class 3 contains 101333 members 
Mstep: Class 4 contains 2383 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 15633 members 
Mstep: Class 7 contains 86151 members 
Mstep: Class 8 contains 8879 members 
Mstep: Class 9 contains 53907 members 
Mstep: Class 10 contains 42587 members 
Mstep: Class 11 contains 17439 members 
Mstep: Class 12 contains 163070 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 13131 members 
Mstep: Class 15 contains 12343 members 
Mstep: Class 16 contains 59582 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 6515 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 21 contains 27186 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 24317 members 
Mstep: Class 24 contains 15021 members 
Mstep: Class 25 contains 89442 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 19097 members 
Mstep: Class 28 contains 119343 members 
Mstep: Class 29 contains 87967 members 
Mstep: Class 30 contains 1332 members 
Mstep: Class 31 contains 28992 members 
Mstep: Class 32 contains 19725 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160655 members 
Mstep: Class 36 contains 82551 members 
Mstep: Class 37 contains 15193 members 
Mstep: Class 38 contains 7248 members 
Mstep: Class 39 contains 97563 members 
Mstep: Class 40 contains 7675 members 
Mstep: Class 41 contains 20777 members 
Mstep: Class 42 contains 82667 members 
Mstep: Class 43 contains 6683 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 168256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419496.000000 Penalty: 28756.324219
Iteration 434Q: 45 clusters Score -8.74195e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 24856 members 
Mstep: Class 3 contains 101306 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 15693 members 
Mstep: Class 7 contains 86160 members 
Mstep: Class 8 contains 8881 members 
Mstep: Class 9 contains 53940 members 
Mstep: Class 10 contains 42608 members 
Mstep: Class 11 contains 17394 members 
Mstep: Class 12 contains 163008 members 
Mstep: Class 13 contains 1557 members 
Mstep: Class 14 contains 13139 members 
Mstep: Class 15 contains 12339 members 
Mstep: Class 16 contains 59644 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 6482 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 27219 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 24781 members 
Mstep: Class 24 contains 14981 members 
Mstep: Class 25 contains 89434 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 18883 members 
Mstep: Class 28 contains 119466 members 
Mstep: Class 29 contains 87942 members 
Mstep: Class 30 contains 1327 members 
Mstep: Class 31 contains 28962 members 
Mstep: Class 32 contains 19574 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160581 members 
Mstep: Class 36 contains 82506 members 
Mstep: Class 37 contains 15200 members 
Mstep: Class 38 contains 7247 members 
Mstep: Class 39 contains 97640 members 
Mstep: Class 40 contains 7680 members 
Mstep: Class 41 contains 20805 members 
Mstep: Class 42 contains 82658 members 
Mstep: Class 43 contains 6683 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 168160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419680.000000 Penalty: 28756.324219
Iteration 435Q: 45 clusters Score -8.741968e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 24789 members 
Mstep: Class 3 contains 101274 members 
Mstep: Class 4 contains 2364 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 15757 members 
Mstep: Class 7 contains 86213 members 
Mstep: Class 8 contains 8884 members 
Mstep: Class 9 contains 53947 members 
Mstep: Class 10 contains 42626 members 
Mstep: Class 11 contains 17344 members 
Mstep: Class 12 contains 162953 members 
Mstep: Class 13 contains 1558 members 
Mstep: Class 14 contains 13143 members 
Mstep: Class 15 contains 12335 members 
Mstep: Class 16 contains 59714 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 27260 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 25271 members 
Mstep: Class 24 contains 14949 members 
Mstep: Class 25 contains 89435 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 18686 members 
Mstep: Class 28 contains 119591 members 
Mstep: Class 29 contains 87878 members 
Mstep: Class 30 contains 1326 members 
Mstep: Class 31 contains 28913 members 
Mstep: Class 32 contains 19425 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160501 members 
Mstep: Class 36 contains 82490 members 
Mstep: Class 37 contains 15205 members 
Mstep: Class 38 contains 7248 members 
Mstep: Class 39 contains 97701 members 
Mstep: Class 40 contains 7677 members 
Mstep: Class 41 contains 20839 members 
Mstep: Class 42 contains 82599 members 
Mstep: Class 43 contains 6687 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 168076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419488.000000 Penalty: 28756.324219
Iteration 436Q: 45 clusters Score -8.741949e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 24695 members 
Mstep: Class 3 contains 101232 members 
Mstep: Class 4 contains 2361 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 15817 members 
Mstep: Class 7 contains 86249 members 
Mstep: Class 8 contains 8883 members 
Mstep: Class 9 contains 53958 members 
Mstep: Class 10 contains 42634 members 
Mstep: Class 11 contains 17298 members 
Mstep: Class 12 contains 162908 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 13147 members 
Mstep: Class 15 contains 12332 members 
Mstep: Class 16 contains 59805 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 6415 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 27305 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 25770 members 
Mstep: Class 24 contains 14910 members 
Mstep: Class 25 contains 89437 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 18503 members 
Mstep: Class 28 contains 119700 members 
Mstep: Class 29 contains 87837 members 
Mstep: Class 30 contains 1325 members 
Mstep: Class 31 contains 28864 members 
Mstep: Class 32 contains 19288 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160458 members 
Mstep: Class 36 contains 82424 members 
Mstep: Class 37 contains 15203 members 
Mstep: Class 38 contains 7248 members 
Mstep: Class 39 contains 97744 members 
Mstep: Class 40 contains 7672 members 
Mstep: Class 41 contains 20874 members 
Mstep: Class 42 contains 82566 members 
Mstep: Class 43 contains 6692 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 167989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419256.000000 Penalty: 28756.324219
Iteration 437Q: 45 clusters Score -8.741926e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 24633 members 
Mstep: Class 3 contains 101203 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 15883 members 
Mstep: Class 7 contains 86263 members 
Mstep: Class 8 contains 8887 members 
Mstep: Class 9 contains 53969 members 
Mstep: Class 10 contains 42623 members 
Mstep: Class 11 contains 17256 members 
Mstep: Class 12 contains 162847 members 
Mstep: Class 13 contains 1557 members 
Mstep: Class 14 contains 13141 members 
Mstep: Class 15 contains 12321 members 
Mstep: Class 16 contains 59870 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 6392 members 
Mstep: Class 20 contains 2658 members 
Mstep: Class 21 contains 27341 members 
Mstep: Class 22 contains 2898 members 
Mstep: Class 23 contains 26277 members 
Mstep: Class 24 contains 14873 members 
Mstep: Class 25 contains 89459 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 18323 members 
Mstep: Class 28 contains 119783 members 
Mstep: Class 29 contains 87820 members 
Mstep: Class 30 contains 1324 members 
Mstep: Class 31 contains 28817 members 
Mstep: Class 32 contains 19105 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160412 members 
Mstep: Class 36 contains 82336 members 
Mstep: Class 37 contains 15200 members 
Mstep: Class 38 contains 7250 members 
Mstep: Class 39 contains 97800 members 
Mstep: Class 40 contains 7671 members 
Mstep: Class 41 contains 20897 members 
Mstep: Class 42 contains 82579 members 
Mstep: Class 43 contains 6694 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 167903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419128.000000 Penalty: 28756.324219
Iteration 438Q: 45 clusters Score -8.741913e+07 nChanged 2909
Entering ConstructFrom: 
Score: -87419128.000000 Penalty: 28756.324219
Entering ConstructFrom: 
Trying to split cluster 1 (22859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Entering Unmasked Estep 
Score: -1263686.250000 Penalty: 456.688049
	Iteration 0F: 2 clusters Score -1263686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1248378.875000 Penalty: 913.376099
	Iteration 0F: 3 clusters Score -1248379 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1254745.750000 Penalty: 913.376099
	Iteration 1F: 3 clusters Score -1254746 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1254999.875000 Penalty: 913.376099
	Iteration 2Q: 3 clusters Score -1255000 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1255247.250000 Penalty: 913.376099
	Iteration 3Q: 3 clusters Score -1255247 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1255540.000000 Penalty: 913.376099
	Iteration 4Q: 3 clusters Score -1255540 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1255936.500000 Penalty: 913.376099
	Iteration 5Q: 3 clusters Score -1255936 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1256574.000000 Penalty: 913.376099
	Iteration 6Q: 3 clusters Score -1256574 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1257499.625000 Penalty: 913.376099
	Iteration 7F: 3 clusters Score -1257500 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1258528.375000 Penalty: 913.376099
	Iteration 8F: 3 clusters Score -1258528 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1259107.625000 Penalty: 913.376099
	Iteration 9F: 3 clusters Score -1259108 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1259321.000000 Penalty: 913.376099
	Iteration 10Q: 3 clusters Score -1259321 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1259446.625000 Penalty: 913.376099
	Iteration 11Q: 3 clusters Score -1259447 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1259603.875000 Penalty: 913.376099
	Iteration 12Q: 3 clusters Score -1259604 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1259777.750000 Penalty: 913.376099
	Iteration 13Q: 3 clusters Score -1259778 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1260032.500000 Penalty: 913.376099
	Iteration 14Q: 3 clusters Score -1260032 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1260420.625000 Penalty: 913.376099
	Iteration 15Q: 3 clusters Score -1260421 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1260879.500000 Penalty: 913.376099
	Iteration 16Q: 3 clusters Score -1260880 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1261423.625000 Penalty: 913.376099
	Iteration 17Q: 3 clusters Score -1261424 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1261927.875000 Penalty: 913.376099
	Iteration 18Q: 3 clusters Score -1261928 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1262370.125000 Penalty: 913.376099
	Iteration 19Q: 3 clusters Score -1262370 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1262733.750000 Penalty: 913.376099
	Iteration 20F: 3 clusters Score -1262734 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1262995.250000 Penalty: 913.376099
	Iteration 21Q: 3 clusters Score -1262995 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1263114.375000 Penalty: 913.376099
	Iteration 22Q: 3 clusters Score -1263114 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1263179.375000 Penalty: 913.376099
	Iteration 23Q: 3 clusters Score -1263179 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1263208.250000 Penalty: 913.376099
	Iteration 24Q: 3 clusters Score -1263208 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1263218.500000 Penalty: 913.376099
	Iteration 25Q: 3 clusters Score -1263218 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1263223.000000 Penalty: 913.376099
	Iteration 26Q: 3 clusters Score -1263223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1263228.625000 Penalty: 913.376099
	Iteration 27Q: 3 clusters Score -1263229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1263226.625000 Penalty: 913.376099
	Iteration 28Q: 3 clusters Score -1263227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1263232.375000 Penalty: 913.376099
	Iteration 29Q: 3 clusters Score -1263232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1263231.625000 Penalty: 913.376099
	Iteration 30Q: 3 clusters Score -1263232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1263228.750000 Penalty: 913.376099
	Iteration 31Q: 3 clusters Score -1263229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1263232.250000 Penalty: 913.376099
	Iteration 32Q: 3 clusters Score -1263232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1263229.875000 Penalty: 913.376099
	Iteration 33Q: 3 clusters Score -1263230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1263228.250000 Penalty: 913.376099
	Iteration 34Q: 3 clusters Score -1263228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1263227.250000 Penalty: 913.376099
	Iteration 35Q: 3 clusters Score -1263227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1263227.375000 Penalty: 913.376099
	Iteration 36Q: 3 clusters Score -1263227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1263228.500000 Penalty: 913.376099
	Iteration 37Q: 3 clusters Score -1263228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1263227.500000 Penalty: 913.376099
	Iteration 38Q: 3 clusters Score -1263228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1263232.375000 Penalty: 913.376099
	Iteration 39Q: 3 clusters Score -1263232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1263230.375000 Penalty: 913.376099
	Iteration 40F: 3 clusters Score -1263230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1263229.750000 Penalty: 913.376099
	Iteration 41Q: 3 clusters Score -1263230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1263228.250000 Penalty: 913.376099
	Iteration 42Q: 3 clusters Score -1263228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1263229.875000 Penalty: 913.376099
	Iteration 43Q: 3 clusters Score -1263230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1263228.625000 Penalty: 913.376099
	Iteration 44Q: 3 clusters Score -1263229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1263230.875000 Penalty: 913.376099
	Iteration 45Q: 3 clusters Score -1263231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1263229.875000 Penalty: 913.376099
	Iteration 46Q: 3 clusters Score -1263230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1263234.375000 Penalty: 913.376099
	Iteration 47Q: 3 clusters Score -1263234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1263237.250000 Penalty: 913.376099
	Iteration 48Q: 3 clusters Score -1263237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1263235.625000 Penalty: 913.376099
	Iteration 49Q: 3 clusters Score -1263236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1263236.250000 Penalty: 913.376099
	Iteration 50Q: 3 clusters Score -1263236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1263234.875000 Penalty: 913.376099
	Iteration 51Q: 3 clusters Score -1263235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1263235.125000 Penalty: 913.376099
	Iteration 52Q: 3 clusters Score -1263235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1263235.875000 Penalty: 913.376099
	Iteration 53Q: 3 clusters Score -1263236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1263234.875000 Penalty: 913.376099
	Iteration 54Q: 3 clusters Score -1263235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1263237.750000 Penalty: 913.376099
	Iteration 55Q: 3 clusters Score -1263238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1263238.125000 Penalty: 913.376099
	Iteration 56Q: 3 clusters Score -1263238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1263238.000000 Penalty: 913.376099
	Iteration 57Q: 3 clusters Score -1263238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1263235.000000 Penalty: 913.376099
	Iteration 58Q: 3 clusters Score -1263235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1263236.500000 Penalty: 913.376099
	Iteration 59Q: 3 clusters Score -1263236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1263235.625000 Penalty: 913.376099
	Iteration 60F: 3 clusters Score -1263236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1263237.625000 Penalty: 913.376099
	Iteration 61Q: 3 clusters Score -1263238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1263234.875000 Penalty: 913.376099
	Iteration 62Q: 3 clusters Score -1263235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1263235.750000 Penalty: 913.376099
	Iteration 63Q: 3 clusters Score -1263236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1263234.000000 Penalty: 913.376099
	Iteration 64Q: 3 clusters Score -1263234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1263234.125000 Penalty: 913.376099
	Iteration 65Q: 3 clusters Score -1263234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1263234.125000 Penalty: 913.376099
	Iteration 66F: 3 clusters Score -1263234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Entering Unmasked Estep 
Score: -1391154.125000 Penalty: 459.976013
	Iteration 0F: 2 clusters Score -1391154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1374691.125000 Penalty: 919.952026
	Iteration 0F: 3 clusters Score -1374691 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1381623.250000 Penalty: 919.952026
	Iteration 1F: 3 clusters Score -1381623 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1382273.125000 Penalty: 919.952026
	Iteration 2F: 3 clusters Score -1382273 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1383346.625000 Penalty: 919.952026
	Iteration 3F: 3 clusters Score -1383347 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1384862.000000 Penalty: 919.952026
	Iteration 4F: 3 clusters Score -1384862 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1386562.500000 Penalty: 919.952026
	Iteration 5F: 3 clusters Score -1386562 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1387961.250000 Penalty: 919.952026
	Iteration 6Q: 3 clusters Score -1387961 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1388816.000000 Penalty: 919.952026
	Iteration 7Q: 3 clusters Score -1388816 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1389323.375000 Penalty: 919.952026
	Iteration 8Q: 3 clusters Score -1389323 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1389597.000000 Penalty: 919.952026
	Iteration 9Q: 3 clusters Score -1389597 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1389763.500000 Penalty: 919.952026
	Iteration 10Q: 3 clusters Score -1389764 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1389888.375000 Penalty: 919.952026
	Iteration 11Q: 3 clusters Score -1389888 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1389989.250000 Penalty: 919.952026
	Iteration 12Q: 3 clusters Score -1389989 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1390084.000000 Penalty: 919.952026
	Iteration 13Q: 3 clusters Score -1390084 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1390166.500000 Penalty: 919.952026
	Iteration 14Q: 3 clusters Score -1390166 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1390240.125000 Penalty: 919.952026
	Iteration 15Q: 3 clusters Score -1390240 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1390310.125000 Penalty: 919.952026
	Iteration 16Q: 3 clusters Score -1390310 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1390366.750000 Penalty: 919.952026
	Iteration 17Q: 3 clusters Score -1390367 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1390420.375000 Penalty: 919.952026
	Iteration 18Q: 3 clusters Score -1390420 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1390464.750000 Penalty: 919.952026
	Iteration 19Q: 3 clusters Score -1390465 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1390498.625000 Penalty: 919.952026
	Iteration 20F: 3 clusters Score -1390499 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1390520.250000 Penalty: 919.952026
	Iteration 21Q: 3 clusters Score -1390520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1390530.000000 Penalty: 919.952026
	Iteration 22Q: 3 clusters Score -1390530 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1390548.500000 Penalty: 919.952026
	Iteration 23Q: 3 clusters Score -1390548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1390562.250000 Penalty: 919.952026
	Iteration 24Q: 3 clusters Score -1390562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1390577.750000 Penalty: 919.952026
	Iteration 25Q: 3 clusters Score -1390578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1390590.375000 Penalty: 919.952026
	Iteration 26Q: 3 clusters Score -1390590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1390597.250000 Penalty: 919.952026
	Iteration 27Q: 3 clusters Score -1390597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1390608.000000 Penalty: 919.952026
	Iteration 28Q: 3 clusters Score -1390608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1390625.500000 Penalty: 919.952026
	Iteration 29Q: 3 clusters Score -1390626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1390637.875000 Penalty: 919.952026
	Iteration 30Q: 3 clusters Score -1390638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1390645.250000 Penalty: 919.952026
	Iteration 31Q: 3 clusters Score -1390645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1390651.625000 Penalty: 919.952026
	Iteration 32Q: 3 clusters Score -1390652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1390654.750000 Penalty: 919.952026
	Iteration 33Q: 3 clusters Score -1390655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1390656.250000 Penalty: 919.952026
	Iteration 34Q: 3 clusters Score -1390656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1390661.750000 Penalty: 919.952026
	Iteration 35Q: 3 clusters Score -1390662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1390665.875000 Penalty: 919.952026
	Iteration 36Q: 3 clusters Score -1390666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1390666.000000 Penalty: 919.952026
	Iteration 37Q: 3 clusters Score -1390666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1390668.375000 Penalty: 919.952026
	Iteration 38Q: 3 clusters Score -1390668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1390668.500000 Penalty: 919.952026
	Iteration 39Q: 3 clusters Score -1390668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1390671.125000 Penalty: 919.952026
	Iteration 40F: 3 clusters Score -1390671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1390669.750000 Penalty: 919.952026
	Iteration 41Q: 3 clusters Score -1390670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1390671.500000 Penalty: 919.952026
	Iteration 42Q: 3 clusters Score -1390672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1390672.375000 Penalty: 919.952026
	Iteration 43Q: 3 clusters Score -1390672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1390670.750000 Penalty: 919.952026
	Iteration 44Q: 3 clusters Score -1390671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1390672.000000 Penalty: 919.952026
	Iteration 45Q: 3 clusters Score -1390672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1390675.500000 Penalty: 919.952026
	Iteration 46Q: 3 clusters Score -1390676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1390679.250000 Penalty: 919.952026
	Iteration 47Q: 3 clusters Score -1390679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1390680.000000 Penalty: 919.952026
	Iteration 48Q: 3 clusters Score -1390680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1390682.750000 Penalty: 919.952026
	Iteration 49Q: 3 clusters Score -1390683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1390683.625000 Penalty: 919.952026
	Iteration 50Q: 3 clusters Score -1390684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1390687.375000 Penalty: 919.952026
	Iteration 51Q: 3 clusters Score -1390687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1390691.625000 Penalty: 919.952026
	Iteration 52Q: 3 clusters Score -1390692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1390692.125000 Penalty: 919.952026
	Iteration 53Q: 3 clusters Score -1390692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1390694.500000 Penalty: 919.952026
	Iteration 54Q: 3 clusters Score -1390694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1390693.250000 Penalty: 919.952026
	Iteration 55Q: 3 clusters Score -1390693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1390693.500000 Penalty: 919.952026
	Iteration 56Q: 3 clusters Score -1390694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1390694.250000 Penalty: 919.952026
	Iteration 57Q: 3 clusters Score -1390694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1390696.750000 Penalty: 919.952026
	Iteration 58Q: 3 clusters Score -1390697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1390696.875000 Penalty: 919.952026
	Iteration 59Q: 3 clusters Score -1390697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1390695.500000 Penalty: 919.952026
	Iteration 60F: 3 clusters Score -1390696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1390695.875000 Penalty: 919.952026
	Iteration 61Q: 3 clusters Score -1390696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1390697.875000 Penalty: 919.952026
	Iteration 62Q: 3 clusters Score -1390698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1390696.750000 Penalty: 919.952026
	Iteration 63Q: 3 clusters Score -1390697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1390696.750000 Penalty: 919.952026
	Iteration 64F: 3 clusters Score -1390697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101183 members 
Entering Unmasked Estep 
Score: -5322934.500000 Penalty: 524.373230
	Iteration 0F: 2 clusters Score -5322934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -5255594.500000 Penalty: 1048.746460
	Iteration 0F: 3 clusters Score -5255594 nChanged 49365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -5286656.000000 Penalty: 1048.746460
	Iteration 1F: 3 clusters Score -5286656 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -5289510.000000 Penalty: 1048.746460
	Iteration 2F: 3 clusters Score -5289510 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -5294101.000000 Penalty: 1048.746460
	Iteration 3F: 3 clusters Score -5294101 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -5300260.000000 Penalty: 1048.746460
	Iteration 4F: 3 clusters Score -5300260 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -5306241.000000 Penalty: 1048.746460
	Iteration 5F: 3 clusters Score -5306241 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -5309877.000000 Penalty: 1048.746460
	Iteration 6Q: 3 clusters Score -5309877 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -5311664.500000 Penalty: 1048.746460
	Iteration 7Q: 3 clusters Score -5311664 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -5312956.000000 Penalty: 1048.746460
	Iteration 8Q: 3 clusters Score -5312956 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 86444 members 
Entering Unmasked Estep 
Score: -5314144.500000 Penalty: 1048.746460
	Iteration 9Q: 3 clusters Score -5314144 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -5315434.500000 Penalty: 1048.746460
	Iteration 10Q: 3 clusters Score -5315434 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -5316760.500000 Penalty: 1048.746460
	Iteration 11Q: 3 clusters Score -5316760 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -5317924.500000 Penalty: 1048.746460
	Iteration 12Q: 3 clusters Score -5317924 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -5319135.000000 Penalty: 1048.746460
	Iteration 13Q: 3 clusters Score -5319135 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 96987 members 
Entering Unmasked Estep 
Score: -5320184.500000 Penalty: 1048.746460
	Iteration 14Q: 3 clusters Score -5320184 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 98189 members 
Entering Unmasked Estep 
Score: -5320957.500000 Penalty: 1048.746460
	Iteration 15Q: 3 clusters Score -5320958 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -5321561.000000 Penalty: 1048.746460
	Iteration 16Q: 3 clusters Score -5321561 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -5322012.500000 Penalty: 1048.746460
	Iteration 17Q: 3 clusters Score -5322012 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -5322310.000000 Penalty: 1048.746460
	Iteration 18Q: 3 clusters Score -5322310 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 100260 members 
Entering Unmasked Estep 
Score: -5322489.000000 Penalty: 1048.746460
	Iteration 19Q: 3 clusters Score -5322489 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 100388 members 
Entering Unmasked Estep 
Score: -5322606.000000 Penalty: 1048.746460
	Iteration 20F: 3 clusters Score -5322606 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 100465 members 
Entering Unmasked Estep 
Score: -5322656.500000 Penalty: 1048.746460
	Iteration 21Q: 3 clusters Score -5322656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 100505 members 
Entering Unmasked Estep 
Score: -5322670.500000 Penalty: 1048.746460
	Iteration 22Q: 3 clusters Score -5322670 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -5322682.500000 Penalty: 1048.746460
	Iteration 23Q: 3 clusters Score -5322682 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -5322690.000000 Penalty: 1048.746460
	Iteration 24Q: 3 clusters Score -5322690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 100541 members 
Entering Unmasked Estep 
Score: -5322694.500000 Penalty: 1048.746460
	Iteration 25Q: 3 clusters Score -5322694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -5322704.000000 Penalty: 1048.746460
	Iteration 26Q: 3 clusters Score -5322704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -5322703.000000 Penalty: 1048.746460
	Iteration 27Q: 3 clusters Score -5322703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -5322711.500000 Penalty: 1048.746460
	Iteration 28Q: 3 clusters Score -5322712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 100554 members 
Entering Unmasked Estep 
Score: -5322712.000000 Penalty: 1048.746460
	Iteration 29Q: 3 clusters Score -5322712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 100553 members 
Entering Unmasked Estep 
Score: -5322714.000000 Penalty: 1048.746460
	Iteration 30Q: 3 clusters Score -5322714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -5322715.000000 Penalty: 1048.746460
	Iteration 31Q: 3 clusters Score -5322715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -5322717.500000 Penalty: 1048.746460
	Iteration 32Q: 3 clusters Score -5322718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 100556 members 
Entering Unmasked Estep 
Score: -5322716.000000 Penalty: 1048.746460
	Iteration 33Q: 3 clusters Score -5322716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 100559 members 
Entering Unmasked Estep 
Score: -5322717.500000 Penalty: 1048.746460
	Iteration 34Q: 3 clusters Score -5322718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -5322719.500000 Penalty: 1048.746460
	Iteration 35Q: 3 clusters Score -5322720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -5322716.500000 Penalty: 1048.746460
	Iteration 36Q: 3 clusters Score -5322716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -5322720.000000 Penalty: 1048.746460
	Iteration 37Q: 3 clusters Score -5322720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -5322720.000000 Penalty: 1048.746460
	Iteration 38F: 3 clusters Score -5322720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -5322720.500000 Penalty: 1048.746460
	Iteration 39Q: 3 clusters Score -5322720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -5322720.500000 Penalty: 1048.746460
	Iteration 40F: 3 clusters Score -5322720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -135258.421875 Penalty: 353.275482
	Iteration 0F: 2 clusters Score -135258.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -133577.500000 Penalty: 706.550964
	Iteration 0F: 3 clusters Score -133577.5 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -134212.218750 Penalty: 706.550964
	Iteration 1F: 3 clusters Score -134212.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -134319.531250 Penalty: 706.550964
	Iteration 2F: 3 clusters Score -134319.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -134417.046875 Penalty: 706.550964
	Iteration 3F: 3 clusters Score -134417 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -134510.359375 Penalty: 706.550964
	Iteration 4F: 3 clusters Score -134510.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -134611.359375 Penalty: 706.550964
	Iteration 5Q: 3 clusters Score -134611.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -134703.421875 Penalty: 706.550964
	Iteration 6Q: 3 clusters Score -134703.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -134766.125000 Penalty: 706.550964
	Iteration 7Q: 3 clusters Score -134766.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -134813.593750 Penalty: 706.550964
	Iteration 8Q: 3 clusters Score -134813.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -134843.281250 Penalty: 706.550964
	Iteration 9Q: 3 clusters Score -134843.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -134859.859375 Penalty: 706.550964
	Iteration 10Q: 3 clusters Score -134859.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -134873.515625 Penalty: 706.550964
	Iteration 11Q: 3 clusters Score -134873.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -134883.265625 Penalty: 706.550964
	Iteration 12Q: 3 clusters Score -134883.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -134897.812500 Penalty: 706.550964
	Iteration 13Q: 3 clusters Score -134897.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -134906.203125 Penalty: 706.550964
	Iteration 14Q: 3 clusters Score -134906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -134910.703125 Penalty: 706.550964
	Iteration 15Q: 3 clusters Score -134910.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -134919.484375 Penalty: 706.550964
	Iteration 16Q: 3 clusters Score -134919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -134926.250000 Penalty: 706.550964
	Iteration 17Q: 3 clusters Score -134926.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -134929.453125 Penalty: 706.550964
	Iteration 18Q: 3 clusters Score -134929.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -134930.843750 Penalty: 706.550964
	Iteration 19Q: 3 clusters Score -134930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -134931.843750 Penalty: 706.550964
	Iteration 20F: 3 clusters Score -134931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -134932.578125 Penalty: 706.550964
	Iteration 21Q: 3 clusters Score -134932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -134934.921875 Penalty: 706.550964
	Iteration 22Q: 3 clusters Score -134934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -134935.843750 Penalty: 706.550964
	Iteration 23Q: 3 clusters Score -134935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -134936.937500 Penalty: 706.550964
	Iteration 24Q: 3 clusters Score -134936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -134937.406250 Penalty: 706.550964
	Iteration 25Q: 3 clusters Score -134937.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -134937.406250 Penalty: 706.550964
	Iteration 26F: 3 clusters Score -134937.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Entering Unmasked Estep 
Score: -283905.968750 Penalty: 391.403259
	Iteration 0F: 2 clusters Score -283906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -280244.625000 Penalty: 782.806519
	Iteration 0F: 3 clusters Score -280244.6 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -281700.187500 Penalty: 782.806519
	Iteration 1F: 3 clusters Score -281700.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -281993.531250 Penalty: 782.806519
	Iteration 2F: 3 clusters Score -281993.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -282304.593750 Penalty: 782.806519
	Iteration 3F: 3 clusters Score -282304.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -282588.093750 Penalty: 782.806519
	Iteration 4F: 3 clusters Score -282588.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -282784.781250 Penalty: 782.806519
	Iteration 5F: 3 clusters Score -282784.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -282936.093750 Penalty: 782.806519
	Iteration 6Q: 3 clusters Score -282936.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -283052.125000 Penalty: 782.806519
	Iteration 7Q: 3 clusters Score -283052.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -283135.656250 Penalty: 782.806519
	Iteration 8Q: 3 clusters Score -283135.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -283203.968750 Penalty: 782.806519
	Iteration 9Q: 3 clusters Score -283204 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -283262.375000 Penalty: 782.806519
	Iteration 10Q: 3 clusters Score -283262.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -283316.093750 Penalty: 782.806519
	Iteration 11Q: 3 clusters Score -283316.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -283365.218750 Penalty: 782.806519
	Iteration 12Q: 3 clusters Score -283365.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -283414.031250 Penalty: 782.806519
	Iteration 13Q: 3 clusters Score -283414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -283464.937500 Penalty: 782.806519
	Iteration 14Q: 3 clusters Score -283464.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -283508.843750 Penalty: 782.806519
	Iteration 15Q: 3 clusters Score -283508.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -283531.687500 Penalty: 782.806519
	Iteration 16Q: 3 clusters Score -283531.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -283546.125000 Penalty: 782.806519
	Iteration 17Q: 3 clusters Score -283546.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -283555.625000 Penalty: 782.806519
	Iteration 18Q: 3 clusters Score -283555.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -283564.718750 Penalty: 782.806519
	Iteration 19Q: 3 clusters Score -283564.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -283577.562500 Penalty: 782.806519
	Iteration 20F: 3 clusters Score -283577.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -283587.312500 Penalty: 782.806519
	Iteration 21Q: 3 clusters Score -283587.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -283595.562500 Penalty: 782.806519
	Iteration 22Q: 3 clusters Score -283595.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -283602.468750 Penalty: 782.806519
	Iteration 23Q: 3 clusters Score -283602.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -283607.343750 Penalty: 782.806519
	Iteration 24Q: 3 clusters Score -283607.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -283614.437500 Penalty: 782.806519
	Iteration 25Q: 3 clusters Score -283614.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -283617.531250 Penalty: 782.806519
	Iteration 26Q: 3 clusters Score -283617.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -283620.187500 Penalty: 782.806519
	Iteration 27Q: 3 clusters Score -283620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -283621.312500 Penalty: 782.806519
	Iteration 28Q: 3 clusters Score -283621.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -283622.531250 Penalty: 782.806519
	Iteration 29Q: 3 clusters Score -283622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -283624.343750 Penalty: 782.806519
	Iteration 30Q: 3 clusters Score -283624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -283624.531250 Penalty: 782.806519
	Iteration 31Q: 3 clusters Score -283624.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -283626.312500 Penalty: 782.806519
	Iteration 32Q: 3 clusters Score -283626.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -283627.593750 Penalty: 782.806519
	Iteration 33Q: 3 clusters Score -283627.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -283629.125000 Penalty: 782.806519
	Iteration 34Q: 3 clusters Score -283629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -283628.968750 Penalty: 782.806519
	Iteration 35Q: 3 clusters Score -283629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -283628.718750 Penalty: 782.806519
	Iteration 36Q: 3 clusters Score -283628.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -283629.500000 Penalty: 782.806519
	Iteration 37Q: 3 clusters Score -283629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -283629.187500 Penalty: 782.806519
	Iteration 38Q: 3 clusters Score -283629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -283629.156250 Penalty: 782.806519
	Iteration 39Q: 3 clusters Score -283629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -283629.125000 Penalty: 782.806519
	Iteration 40F: 3 clusters Score -283629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -283629.906250 Penalty: 782.806519
	Iteration 41Q: 3 clusters Score -283629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -283630.937500 Penalty: 782.806519
	Iteration 42Q: 3 clusters Score -283630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -283631.500000 Penalty: 782.806519
	Iteration 43Q: 3 clusters Score -283631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -283631.562500 Penalty: 782.806519
	Iteration 44Q: 3 clusters Score -283631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -283632.250000 Penalty: 782.806519
	Iteration 45Q: 3 clusters Score -283632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -283632.656250 Penalty: 782.806519
	Iteration 46Q: 3 clusters Score -283632.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -283633.343750 Penalty: 782.806519
	Iteration 47Q: 3 clusters Score -283633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -283632.812500 Penalty: 782.806519
	Iteration 48Q: 3 clusters Score -283632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -283633.125000 Penalty: 782.806519
	Iteration 49Q: 3 clusters Score -283633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -283633.156250 Penalty: 782.806519
	Iteration 50Q: 3 clusters Score -283633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -283633.156250 Penalty: 782.806519
	Iteration 51F: 3 clusters Score -283633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Entering Unmasked Estep 
Score: -916029.750000 Penalty: 440.347473
	Iteration 0F: 2 clusters Score -916029.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -905389.937500 Penalty: 880.694946
	Iteration 0F: 3 clusters Score -905389.9 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -909912.875000 Penalty: 880.694946
	Iteration 1F: 3 clusters Score -909912.9 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -910401.125000 Penalty: 880.694946
	Iteration 2F: 3 clusters Score -910401.1 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -911115.062500 Penalty: 880.694946
	Iteration 3F: 3 clusters Score -911115.1 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -912167.625000 Penalty: 880.694946
	Iteration 4F: 3 clusters Score -912167.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -913365.187500 Penalty: 880.694946
	Iteration 5F: 3 clusters Score -913365.2 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -914263.062500 Penalty: 880.694946
	Iteration 6F: 3 clusters Score -914263.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -914694.062500 Penalty: 880.694946
	Iteration 7Q: 3 clusters Score -914694.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -914915.562500 Penalty: 880.694946
	Iteration 8Q: 3 clusters Score -914915.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -915095.000000 Penalty: 880.694946
	Iteration 9Q: 3 clusters Score -915095 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -915224.625000 Penalty: 880.694946
	Iteration 10Q: 3 clusters Score -915224.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -915319.000000 Penalty: 880.694946
	Iteration 11Q: 3 clusters Score -915319 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -915389.750000 Penalty: 880.694946
	Iteration 12Q: 3 clusters Score -915389.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -915429.875000 Penalty: 880.694946
	Iteration 13Q: 3 clusters Score -915429.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -915464.125000 Penalty: 880.694946
	Iteration 14Q: 3 clusters Score -915464.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -915482.750000 Penalty: 880.694946
	Iteration 15Q: 3 clusters Score -915482.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -915499.500000 Penalty: 880.694946
	Iteration 16Q: 3 clusters Score -915499.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -915509.437500 Penalty: 880.694946
	Iteration 17Q: 3 clusters Score -915509.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -915519.562500 Penalty: 880.694946
	Iteration 18Q: 3 clusters Score -915519.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -915526.437500 Penalty: 880.694946
	Iteration 19Q: 3 clusters Score -915526.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -915535.500000 Penalty: 880.694946
	Iteration 20F: 3 clusters Score -915535.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -915543.062500 Penalty: 880.694946
	Iteration 21Q: 3 clusters Score -915543.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -915551.750000 Penalty: 880.694946
	Iteration 22Q: 3 clusters Score -915551.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -915557.937500 Penalty: 880.694946
	Iteration 23Q: 3 clusters Score -915557.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -915563.062500 Penalty: 880.694946
	Iteration 24Q: 3 clusters Score -915563.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -915565.500000 Penalty: 880.694946
	Iteration 25Q: 3 clusters Score -915565.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -915574.875000 Penalty: 880.694946
	Iteration 26Q: 3 clusters Score -915574.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -915581.000000 Penalty: 880.694946
	Iteration 27Q: 3 clusters Score -915581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -915584.312500 Penalty: 880.694946
	Iteration 28Q: 3 clusters Score -915584.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -915589.312500 Penalty: 880.694946
	Iteration 29Q: 3 clusters Score -915589.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -915593.937500 Penalty: 880.694946
	Iteration 30Q: 3 clusters Score -915593.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -915596.250000 Penalty: 880.694946
	Iteration 31Q: 3 clusters Score -915596.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -915601.875000 Penalty: 880.694946
	Iteration 32Q: 3 clusters Score -915601.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -915604.187500 Penalty: 880.694946
	Iteration 33Q: 3 clusters Score -915604.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -915607.687500 Penalty: 880.694946
	Iteration 34Q: 3 clusters Score -915607.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -915609.875000 Penalty: 880.694946
	Iteration 35Q: 3 clusters Score -915609.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -915610.062500 Penalty: 880.694946
	Iteration 36Q: 3 clusters Score -915610.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -915613.375000 Penalty: 880.694946
	Iteration 37Q: 3 clusters Score -915613.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -915613.000000 Penalty: 880.694946
	Iteration 38Q: 3 clusters Score -915613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -915616.375000 Penalty: 880.694946
	Iteration 39Q: 3 clusters Score -915616.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -915621.687500 Penalty: 880.694946
	Iteration 40F: 3 clusters Score -915621.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -915627.437500 Penalty: 880.694946
	Iteration 41Q: 3 clusters Score -915627.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -915636.000000 Penalty: 880.694946
	Iteration 42Q: 3 clusters Score -915636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -915642.000000 Penalty: 880.694946
	Iteration 43Q: 3 clusters Score -915642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -915642.875000 Penalty: 880.694946
	Iteration 44Q: 3 clusters Score -915642.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -915648.500000 Penalty: 880.694946
	Iteration 45Q: 3 clusters Score -915648.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -915652.312500 Penalty: 880.694946
	Iteration 46Q: 3 clusters Score -915652.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -915656.625000 Penalty: 880.694946
	Iteration 47Q: 3 clusters Score -915656.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -915659.687500 Penalty: 880.694946
	Iteration 48Q: 3 clusters Score -915659.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -915662.375000 Penalty: 880.694946
	Iteration 49Q: 3 clusters Score -915662.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -915662.562500 Penalty: 880.694946
	Iteration 50Q: 3 clusters Score -915662.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -915664.750000 Penalty: 880.694946
	Iteration 51Q: 3 clusters Score -915664.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -915667.812500 Penalty: 880.694946
	Iteration 52Q: 3 clusters Score -915667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -915668.250000 Penalty: 880.694946
	Iteration 53Q: 3 clusters Score -915668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -915670.500000 Penalty: 880.694946
	Iteration 54Q: 3 clusters Score -915670.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -915671.375000 Penalty: 880.694946
	Iteration 55Q: 3 clusters Score -915671.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -915670.562500 Penalty: 880.694946
	Iteration 56Q: 3 clusters Score -915670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -915670.312500 Penalty: 880.694946
	Iteration 57Q: 3 clusters Score -915670.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -915670.687500 Penalty: 880.694946
	Iteration 58Q: 3 clusters Score -915670.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -915672.250000 Penalty: 880.694946
	Iteration 59Q: 3 clusters Score -915672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -915675.375000 Penalty: 880.694946
	Iteration 60F: 3 clusters Score -915675.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -915674.750000 Penalty: 880.694946
	Iteration 61Q: 3 clusters Score -915674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -915676.437500 Penalty: 880.694946
	Iteration 62Q: 3 clusters Score -915676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -915676.875000 Penalty: 880.694946
	Iteration 63Q: 3 clusters Score -915676.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -915676.750000 Penalty: 880.694946
	Iteration 64Q: 3 clusters Score -915676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -915676.000000 Penalty: 880.694946
	Iteration 65Q: 3 clusters Score -915676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -915676.812500 Penalty: 880.694946
	Iteration 66Q: 3 clusters Score -915676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -915675.937500 Penalty: 880.694946
	Iteration 67Q: 3 clusters Score -915675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -915675.625000 Penalty: 880.694946
	Iteration 68Q: 3 clusters Score -915675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -915675.375000 Penalty: 880.694946
	Iteration 69Q: 3 clusters Score -915675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -915675.750000 Penalty: 880.694946
	Iteration 70Q: 3 clusters Score -915675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -915675.750000 Penalty: 880.694946
	Iteration 71F: 3 clusters Score -915675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86284 members 
Entering Unmasked Estep 
Score: -4771018.000000 Penalty: 517.125671
	Iteration 0F: 2 clusters Score -4771018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -4713638.500000 Penalty: 1034.251343
	Iteration 0F: 3 clusters Score -4713638 nChanged 42362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4740246.000000 Penalty: 1034.251343
	Iteration 1F: 3 clusters Score -4740246 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -4744285.500000 Penalty: 1034.251343
	Iteration 2F: 3 clusters Score -4744286 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -4751486.500000 Penalty: 1034.251343
	Iteration 3F: 3 clusters Score -4751486 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76610 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -4760806.500000 Penalty: 1034.251343
	Iteration 4F: 3 clusters Score -4760806 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83210 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4767633.000000 Penalty: 1034.251343
	Iteration 5F: 3 clusters Score -4767633 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4769927.000000 Penalty: 1034.251343
	Iteration 6Q: 3 clusters Score -4769927 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4770424.500000 Penalty: 1034.251343
	Iteration 7Q: 3 clusters Score -4770424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86254 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4770507.000000 Penalty: 1034.251343
	Iteration 8Q: 3 clusters Score -4770507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4770530.000000 Penalty: 1034.251343
	Iteration 9Q: 3 clusters Score -4770530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86259 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -4770539.000000 Penalty: 1034.251343
	Iteration 10Q: 3 clusters Score -4770539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -4770537.000000 Penalty: 1034.251343
	Iteration 11Q: 3 clusters Score -4770537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -4770535.500000 Penalty: 1034.251343
	Iteration 12Q: 3 clusters Score -4770536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -4770535.500000 Penalty: 1034.251343
	Iteration 13F: 3 clusters Score -4770536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Entering Unmasked Estep 
Score: -480035.968750 Penalty: 413.717041
	Iteration 0F: 2 clusters Score -480036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -474133.312500 Penalty: 827.434082
	Iteration 0F: 3 clusters Score -474133.3 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -476535.718750 Penalty: 827.434082
	Iteration 1F: 3 clusters Score -476535.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -476807.625000 Penalty: 827.434082
	Iteration 2F: 3 clusters Score -476807.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -477114.500000 Penalty: 827.434082
	Iteration 3F: 3 clusters Score -477114.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -477493.968750 Penalty: 827.434082
	Iteration 4F: 3 clusters Score -477494 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -477885.781250 Penalty: 827.434082
	Iteration 5F: 3 clusters Score -477885.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -478214.687500 Penalty: 827.434082
	Iteration 6F: 3 clusters Score -478214.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -478433.968750 Penalty: 827.434082
	Iteration 7Q: 3 clusters Score -478434 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -478597.343750 Penalty: 827.434082
	Iteration 8Q: 3 clusters Score -478597.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -478717.656250 Penalty: 827.434082
	Iteration 9Q: 3 clusters Score -478717.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -478815.031250 Penalty: 827.434082
	Iteration 10Q: 3 clusters Score -478815 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -478896.562500 Penalty: 827.434082
	Iteration 11Q: 3 clusters Score -478896.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -478997.625000 Penalty: 827.434082
	Iteration 12Q: 3 clusters Score -478997.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -479106.750000 Penalty: 827.434082
	Iteration 13Q: 3 clusters Score -479106.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -479225.031250 Penalty: 827.434082
	Iteration 14Q: 3 clusters Score -479225 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -479382.250000 Penalty: 827.434082
	Iteration 15Q: 3 clusters Score -479382.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -479538.093750 Penalty: 827.434082
	Iteration 16Q: 3 clusters Score -479538.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -479652.187500 Penalty: 827.434082
	Iteration 17Q: 3 clusters Score -479652.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -479739.000000 Penalty: 827.434082
	Iteration 18Q: 3 clusters Score -479739 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -479777.312500 Penalty: 827.434082
	Iteration 19Q: 3 clusters Score -479777.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -479807.843750 Penalty: 827.434082
	Iteration 20F: 3 clusters Score -479807.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -479830.656250 Penalty: 827.434082
	Iteration 21Q: 3 clusters Score -479830.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -479846.031250 Penalty: 827.434082
	Iteration 22Q: 3 clusters Score -479846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -479859.250000 Penalty: 827.434082
	Iteration 23Q: 3 clusters Score -479859.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -479871.187500 Penalty: 827.434082
	Iteration 24Q: 3 clusters Score -479871.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -479880.062500 Penalty: 827.434082
	Iteration 25Q: 3 clusters Score -479880.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -479885.562500 Penalty: 827.434082
	Iteration 26Q: 3 clusters Score -479885.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -479889.031250 Penalty: 827.434082
	Iteration 27Q: 3 clusters Score -479889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -479888.625000 Penalty: 827.434082
	Iteration 28Q: 3 clusters Score -479888.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -479890.593750 Penalty: 827.434082
	Iteration 29Q: 3 clusters Score -479890.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -479890.687500 Penalty: 827.434082
	Iteration 30Q: 3 clusters Score -479890.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -479892.406250 Penalty: 827.434082
	Iteration 31Q: 3 clusters Score -479892.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -479892.656250 Penalty: 827.434082
	Iteration 32Q: 3 clusters Score -479892.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -479894.781250 Penalty: 827.434082
	Iteration 33Q: 3 clusters Score -479894.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -479895.250000 Penalty: 827.434082
	Iteration 34Q: 3 clusters Score -479895.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -479895.281250 Penalty: 827.434082
	Iteration 35Q: 3 clusters Score -479895.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -479897.281250 Penalty: 827.434082
	Iteration 36Q: 3 clusters Score -479897.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -479897.906250 Penalty: 827.434082
	Iteration 37Q: 3 clusters Score -479897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -479897.343750 Penalty: 827.434082
	Iteration 38Q: 3 clusters Score -479897.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -479898.968750 Penalty: 827.434082
	Iteration 39Q: 3 clusters Score -479899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -479899.656250 Penalty: 827.434082
	Iteration 40F: 3 clusters Score -479899.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -479899.468750 Penalty: 827.434082
	Iteration 41Q: 3 clusters Score -479899.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -479899.468750 Penalty: 827.434082
	Iteration 42Q: 3 clusters Score -479899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -479900.437500 Penalty: 827.434082
	Iteration 43Q: 3 clusters Score -479900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -479901.156250 Penalty: 827.434082
	Iteration 44Q: 3 clusters Score -479901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -479901.062500 Penalty: 827.434082
	Iteration 45Q: 3 clusters Score -479901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -479900.875000 Penalty: 827.434082
	Iteration 46Q: 3 clusters Score -479900.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -479901.625000 Penalty: 827.434082
	Iteration 47Q: 3 clusters Score -479901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -479900.125000 Penalty: 827.434082
	Iteration 48Q: 3 clusters Score -479900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -479901.375000 Penalty: 827.434082
	Iteration 49Q: 3 clusters Score -479901.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -479900.750000 Penalty: 827.434082
	Iteration 50Q: 3 clusters Score -479900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -479900.781250 Penalty: 827.434082
	Iteration 51Q: 3 clusters Score -479900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -479901.531250 Penalty: 827.434082
	Iteration 52Q: 3 clusters Score -479901.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -479901.125000 Penalty: 827.434082
	Iteration 53Q: 3 clusters Score -479901.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -479901.500000 Penalty: 827.434082
	Iteration 54Q: 3 clusters Score -479901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -479900.531250 Penalty: 827.434082
	Iteration 55Q: 3 clusters Score -479900.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -479900.750000 Penalty: 827.434082
	Iteration 56Q: 3 clusters Score -479900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -479900.968750 Penalty: 827.434082
	Iteration 57Q: 3 clusters Score -479901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -479900.156250 Penalty: 827.434082
	Iteration 58Q: 3 clusters Score -479900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -479902.593750 Penalty: 827.434082
	Iteration 59Q: 3 clusters Score -479902.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -479902.218750 Penalty: 827.434082
	Iteration 60F: 3 clusters Score -479902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -479903.875000 Penalty: 827.434082
	Iteration 61Q: 3 clusters Score -479903.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -479902.875000 Penalty: 827.434082
	Iteration 62Q: 3 clusters Score -479902.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -479903.125000 Penalty: 827.434082
	Iteration 63Q: 3 clusters Score -479903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -479902.875000 Penalty: 827.434082
	Iteration 64Q: 3 clusters Score -479902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -479903.906250 Penalty: 827.434082
	Iteration 65Q: 3 clusters Score -479903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -479903.625000 Penalty: 827.434082
	Iteration 66Q: 3 clusters Score -479903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -479903.968750 Penalty: 827.434082
	Iteration 67Q: 3 clusters Score -479904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -479904.343750 Penalty: 827.434082
	Iteration 68Q: 3 clusters Score -479904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -479904.343750 Penalty: 827.434082
	Iteration 69F: 3 clusters Score -479904.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Entering Unmasked Estep 
Score: -3018459.500000 Penalty: 495.799103
	Iteration 0F: 2 clusters Score -3018460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -2982081.250000 Penalty: 991.598206
	Iteration 0F: 3 clusters Score -2982081 nChanged 26258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -2997140.750000 Penalty: 991.598206
	Iteration 1F: 3 clusters Score -2997141 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -2997947.750000 Penalty: 991.598206
	Iteration 2Q: 3 clusters Score -2997948 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -2999570.250000 Penalty: 991.598206
	Iteration 3F: 3 clusters Score -2999570 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -3002841.500000 Penalty: 991.598206
	Iteration 4F: 3 clusters Score -3002842 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -3008159.750000 Penalty: 991.598206
	Iteration 5F: 3 clusters Score -3008160 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -3013640.000000 Penalty: 991.598206
	Iteration 6F: 3 clusters Score -3013640 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -3016803.250000 Penalty: 991.598206
	Iteration 7F: 3 clusters Score -3016803 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -3017734.500000 Penalty: 991.598206
	Iteration 8Q: 3 clusters Score -3017734 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -3017920.500000 Penalty: 991.598206
	Iteration 9Q: 3 clusters Score -3017920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -3017968.000000 Penalty: 991.598206
	Iteration 10Q: 3 clusters Score -3017968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -3017984.500000 Penalty: 991.598206
	Iteration 11Q: 3 clusters Score -3017984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -3017988.250000 Penalty: 991.598206
	Iteration 12Q: 3 clusters Score -3017988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -3017993.250000 Penalty: 991.598206
	Iteration 13Q: 3 clusters Score -3017993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -3017995.500000 Penalty: 991.598206
	Iteration 14Q: 3 clusters Score -3017996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -3017995.500000 Penalty: 991.598206
	Iteration 15F: 3 clusters Score -3017996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Entering Unmasked Estep 
Score: -2254553.750000 Penalty: 485.026123
	Iteration 0F: 2 clusters Score -2254554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2226095.750000 Penalty: 970.052246
	Iteration 0F: 3 clusters Score -2226096 nChanged 20538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2239069.750000 Penalty: 970.052246
	Iteration 1F: 3 clusters Score -2239070 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -2240420.500000 Penalty: 970.052246
	Iteration 2F: 3 clusters Score -2240420 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -2242656.000000 Penalty: 970.052246
	Iteration 3F: 3 clusters Score -2242656 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -2245826.000000 Penalty: 970.052246
	Iteration 4F: 3 clusters Score -2245826 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -2249214.250000 Penalty: 970.052246
	Iteration 5F: 3 clusters Score -2249214 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -2251558.750000 Penalty: 970.052246
	Iteration 6F: 3 clusters Score -2251559 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -2252704.750000 Penalty: 970.052246
	Iteration 7Q: 3 clusters Score -2252705 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -2253232.750000 Penalty: 970.052246
	Iteration 8Q: 3 clusters Score -2253233 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -2253550.500000 Penalty: 970.052246
	Iteration 9Q: 3 clusters Score -2253550 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -2253734.000000 Penalty: 970.052246
	Iteration 10Q: 3 clusters Score -2253734 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -2253848.250000 Penalty: 970.052246
	Iteration 11Q: 3 clusters Score -2253848 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -2253901.750000 Penalty: 970.052246
	Iteration 12Q: 3 clusters Score -2253902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -2253956.000000 Penalty: 970.052246
	Iteration 13Q: 3 clusters Score -2253956 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -2254002.750000 Penalty: 970.052246
	Iteration 14Q: 3 clusters Score -2254003 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -2254038.000000 Penalty: 970.052246
	Iteration 15Q: 3 clusters Score -2254038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -2254076.500000 Penalty: 970.052246
	Iteration 16Q: 3 clusters Score -2254076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -2254110.750000 Penalty: 970.052246
	Iteration 17Q: 3 clusters Score -2254111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -2254123.500000 Penalty: 970.052246
	Iteration 18Q: 3 clusters Score -2254124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -2254136.000000 Penalty: 970.052246
	Iteration 19Q: 3 clusters Score -2254136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -2254149.000000 Penalty: 970.052246
	Iteration 20F: 3 clusters Score -2254149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -2254160.250000 Penalty: 970.052246
	Iteration 21Q: 3 clusters Score -2254160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -2254168.500000 Penalty: 970.052246
	Iteration 22Q: 3 clusters Score -2254168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -2254174.000000 Penalty: 970.052246
	Iteration 23Q: 3 clusters Score -2254174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -2254179.250000 Penalty: 970.052246
	Iteration 24Q: 3 clusters Score -2254179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -2254179.250000 Penalty: 970.052246
	Iteration 25Q: 3 clusters Score -2254179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -2254180.250000 Penalty: 970.052246
	Iteration 26Q: 3 clusters Score -2254180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -2254187.750000 Penalty: 970.052246
	Iteration 27Q: 3 clusters Score -2254188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -2254196.250000 Penalty: 970.052246
	Iteration 28Q: 3 clusters Score -2254196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -2254202.250000 Penalty: 970.052246
	Iteration 29Q: 3 clusters Score -2254202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -2254210.750000 Penalty: 970.052246
	Iteration 30Q: 3 clusters Score -2254211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -2254216.000000 Penalty: 970.052246
	Iteration 31Q: 3 clusters Score -2254216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -2254218.500000 Penalty: 970.052246
	Iteration 32Q: 3 clusters Score -2254218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -2254217.250000 Penalty: 970.052246
	Iteration 33Q: 3 clusters Score -2254217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -2254217.000000 Penalty: 970.052246
	Iteration 34Q: 3 clusters Score -2254217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -2254222.250000 Penalty: 970.052246
	Iteration 35Q: 3 clusters Score -2254222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -2254222.250000 Penalty: 970.052246
	Iteration 36Q: 3 clusters Score -2254222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -2254224.250000 Penalty: 970.052246
	Iteration 37Q: 3 clusters Score -2254224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -2254225.000000 Penalty: 970.052246
	Iteration 38Q: 3 clusters Score -2254225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -2254225.250000 Penalty: 970.052246
	Iteration 39Q: 3 clusters Score -2254225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -2254223.500000 Penalty: 970.052246
	Iteration 40F: 3 clusters Score -2254224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -2254223.500000 Penalty: 970.052246
	Iteration 41Q: 3 clusters Score -2254224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -2254223.500000 Penalty: 970.052246
	Iteration 42F: 3 clusters Score -2254224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Entering Unmasked Estep 
Score: -903914.812500 Penalty: 443.780609
	Iteration 0F: 2 clusters Score -903914.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -892513.312500 Penalty: 887.561218
	Iteration 0F: 3 clusters Score -892513.3 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -897760.187500 Penalty: 887.561218
	Iteration 1F: 3 clusters Score -897760.2 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -898584.312500 Penalty: 887.561218
	Iteration 2F: 3 clusters Score -898584.3 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -899781.000000 Penalty: 887.561218
	Iteration 3F: 3 clusters Score -899781 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -901294.750000 Penalty: 887.561218
	Iteration 4F: 3 clusters Score -901294.8 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -902622.375000 Penalty: 887.561218
	Iteration 5F: 3 clusters Score -902622.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -903074.062500 Penalty: 887.561218
	Iteration 6Q: 3 clusters Score -903074.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -903169.937500 Penalty: 887.561218
	Iteration 7Q: 3 clusters Score -903169.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -903219.812500 Penalty: 887.561218
	Iteration 8Q: 3 clusters Score -903219.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -903252.125000 Penalty: 887.561218
	Iteration 9Q: 3 clusters Score -903252.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -903284.312500 Penalty: 887.561218
	Iteration 10Q: 3 clusters Score -903284.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -903321.812500 Penalty: 887.561218
	Iteration 11Q: 3 clusters Score -903321.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -903357.937500 Penalty: 887.561218
	Iteration 12Q: 3 clusters Score -903357.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -903394.625000 Penalty: 887.561218
	Iteration 13Q: 3 clusters Score -903394.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -903437.875000 Penalty: 887.561218
	Iteration 14Q: 3 clusters Score -903437.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -903473.437500 Penalty: 887.561218
	Iteration 15Q: 3 clusters Score -903473.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -903505.375000 Penalty: 887.561218
	Iteration 16Q: 3 clusters Score -903505.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -903537.250000 Penalty: 887.561218
	Iteration 17Q: 3 clusters Score -903537.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -903563.125000 Penalty: 887.561218
	Iteration 18Q: 3 clusters Score -903563.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -903584.812500 Penalty: 887.561218
	Iteration 19Q: 3 clusters Score -903584.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -903607.750000 Penalty: 887.561218
	Iteration 20F: 3 clusters Score -903607.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -903630.687500 Penalty: 887.561218
	Iteration 21Q: 3 clusters Score -903630.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -903644.062500 Penalty: 887.561218
	Iteration 22Q: 3 clusters Score -903644.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -903654.562500 Penalty: 887.561218
	Iteration 23Q: 3 clusters Score -903654.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -903668.375000 Penalty: 887.561218
	Iteration 24Q: 3 clusters Score -903668.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -903686.062500 Penalty: 887.561218
	Iteration 25Q: 3 clusters Score -903686.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -903700.937500 Penalty: 887.561218
	Iteration 26Q: 3 clusters Score -903700.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -903715.687500 Penalty: 887.561218
	Iteration 27Q: 3 clusters Score -903715.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -903729.062500 Penalty: 887.561218
	Iteration 28Q: 3 clusters Score -903729.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -903738.562500 Penalty: 887.561218
	Iteration 29Q: 3 clusters Score -903738.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -903754.062500 Penalty: 887.561218
	Iteration 30Q: 3 clusters Score -903754.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -903761.250000 Penalty: 887.561218
	Iteration 31Q: 3 clusters Score -903761.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -903773.312500 Penalty: 887.561218
	Iteration 32Q: 3 clusters Score -903773.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -903782.812500 Penalty: 887.561218
	Iteration 33Q: 3 clusters Score -903782.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -903788.687500 Penalty: 887.561218
	Iteration 34Q: 3 clusters Score -903788.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -903792.375000 Penalty: 887.561218
	Iteration 35Q: 3 clusters Score -903792.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -903797.062500 Penalty: 887.561218
	Iteration 36Q: 3 clusters Score -903797.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -903798.187500 Penalty: 887.561218
	Iteration 37Q: 3 clusters Score -903798.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -903801.687500 Penalty: 887.561218
	Iteration 38Q: 3 clusters Score -903801.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -903804.312500 Penalty: 887.561218
	Iteration 39Q: 3 clusters Score -903804.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -903806.375000 Penalty: 887.561218
	Iteration 40F: 3 clusters Score -903806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -903809.375000 Penalty: 887.561218
	Iteration 41Q: 3 clusters Score -903809.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -903809.625000 Penalty: 887.561218
	Iteration 42Q: 3 clusters Score -903809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -903810.125000 Penalty: 887.561218
	Iteration 43Q: 3 clusters Score -903810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -903809.375000 Penalty: 887.561218
	Iteration 44Q: 3 clusters Score -903809.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -903810.250000 Penalty: 887.561218
	Iteration 45Q: 3 clusters Score -903810.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -903809.937500 Penalty: 887.561218
	Iteration 46Q: 3 clusters Score -903809.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -903812.125000 Penalty: 887.561218
	Iteration 47Q: 3 clusters Score -903812.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -903810.875000 Penalty: 887.561218
	Iteration 48Q: 3 clusters Score -903810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -903812.812500 Penalty: 887.561218
	Iteration 49Q: 3 clusters Score -903812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -903814.437500 Penalty: 887.561218
	Iteration 50Q: 3 clusters Score -903814.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -903814.312500 Penalty: 887.561218
	Iteration 51Q: 3 clusters Score -903814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -903814.625000 Penalty: 887.561218
	Iteration 52Q: 3 clusters Score -903814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -903814.250000 Penalty: 887.561218
	Iteration 53Q: 3 clusters Score -903814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -903814.187500 Penalty: 887.561218
	Iteration 54Q: 3 clusters Score -903814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -903815.000000 Penalty: 887.561218
	Iteration 55Q: 3 clusters Score -903815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -903816.750000 Penalty: 887.561218
	Iteration 56Q: 3 clusters Score -903816.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -903817.750000 Penalty: 887.561218
	Iteration 57Q: 3 clusters Score -903817.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -903817.062500 Penalty: 887.561218
	Iteration 58Q: 3 clusters Score -903817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -903817.812500 Penalty: 887.561218
	Iteration 59Q: 3 clusters Score -903817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -903817.812500 Penalty: 887.561218
	Iteration 60F: 3 clusters Score -903817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -903818.750000 Penalty: 887.561218
	Iteration 61Q: 3 clusters Score -903818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -903818.750000 Penalty: 887.561218
	Iteration 62F: 3 clusters Score -903818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162773 members 
Entering Unmasked Estep 
Score: -8567331.000000 Penalty: 546.005066
	Iteration 0F: 2 clusters Score -8567331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81456 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -8461162.000000 Penalty: 1092.010132
	Iteration 0F: 3 clusters Score -8461162 nChanged 80279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84901 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -8510205.000000 Penalty: 1092.010132
	Iteration 1F: 3 clusters Score -8510205 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86504 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -8511505.000000 Penalty: 1092.010132
	Iteration 2Q: 3 clusters Score -8511505 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88617 members 
Mstep: Class 2 contains 74156 members 
Entering Unmasked Estep 
Score: -8513754.000000 Penalty: 1092.010132
	Iteration 3Q: 3 clusters Score -8513754 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91140 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -8517867.000000 Penalty: 1092.010132
	Iteration 4F: 3 clusters Score -8517867 nChanged 10685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -8525242.000000 Penalty: 1092.010132
	Iteration 5F: 3 clusters Score -8525242 nChanged 12534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94541 members 
Mstep: Class 2 contains 68232 members 
Entering Unmasked Estep 
Score: -8536017.000000 Penalty: 1092.010132
	Iteration 6F: 3 clusters Score -8536017 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -8544440.000000 Penalty: 1092.010132
	Iteration 7F: 3 clusters Score -8544440 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90510 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -8547426.000000 Penalty: 1092.010132
	Iteration 8F: 3 clusters Score -8547426 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -8548852.000000 Penalty: 1092.010132
	Iteration 9Q: 3 clusters Score -8548852 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 78253 members 
Entering Unmasked Estep 
Score: -8549854.000000 Penalty: 1092.010132
	Iteration 10Q: 3 clusters Score -8549854 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -8550788.000000 Penalty: 1092.010132
	Iteration 11Q: 3 clusters Score -8550788 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
Score: -8551526.000000 Penalty: 1092.010132
	Iteration 12Q: 3 clusters Score -8551526 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -8552260.000000 Penalty: 1092.010132
	Iteration 13Q: 3 clusters Score -8552260 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -8553009.000000 Penalty: 1092.010132
	Iteration 14Q: 3 clusters Score -8553009 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -8553673.000000 Penalty: 1092.010132
	Iteration 15Q: 3 clusters Score -8553673 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -8554394.000000 Penalty: 1092.010132
	Iteration 16Q: 3 clusters Score -8554394 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -8554973.000000 Penalty: 1092.010132
	Iteration 17Q: 3 clusters Score -8554973 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -8555409.000000 Penalty: 1092.010132
	Iteration 18Q: 3 clusters Score -8555409 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79850 members 
Mstep: Class 2 contains 82923 members 
Entering Unmasked Estep 
Score: -8555941.000000 Penalty: 1092.010132
	Iteration 19Q: 3 clusters Score -8555941 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80275 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -8556333.000000 Penalty: 1092.010132
	Iteration 20F: 3 clusters Score -8556333 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -8556724.000000 Penalty: 1092.010132
	Iteration 21Q: 3 clusters Score -8556724 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -8557032.000000 Penalty: 1092.010132
	Iteration 22Q: 3 clusters Score -8557032 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -8557334.000000 Penalty: 1092.010132
	Iteration 23Q: 3 clusters Score -8557334 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -8557623.000000 Penalty: 1092.010132
	Iteration 24Q: 3 clusters Score -8557623 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -8557925.000000 Penalty: 1092.010132
	Iteration 25Q: 3 clusters Score -8557925 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -8558238.000000 Penalty: 1092.010132
	Iteration 26Q: 3 clusters Score -8558238 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -8558481.000000 Penalty: 1092.010132
	Iteration 27Q: 3 clusters Score -8558481 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -8558694.000000 Penalty: 1092.010132
	Iteration 28Q: 3 clusters Score -8558694 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -8558849.000000 Penalty: 1092.010132
	Iteration 29Q: 3 clusters Score -8558849 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85279 members 
Mstep: Class 2 contains 77494 members 
Entering Unmasked Estep 
Score: -8559055.000000 Penalty: 1092.010132
	Iteration 30Q: 3 clusters Score -8559055 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -8559194.000000 Penalty: 1092.010132
	Iteration 31Q: 3 clusters Score -8559194 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
Score: -8559346.000000 Penalty: 1092.010132
	Iteration 32Q: 3 clusters Score -8559346 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -8559431.000000 Penalty: 1092.010132
	Iteration 33Q: 3 clusters Score -8559431 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -8559463.000000 Penalty: 1092.010132
	Iteration 34Q: 3 clusters Score -8559463 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -8559563.000000 Penalty: 1092.010132
	Iteration 35Q: 3 clusters Score -8559563 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86820 members 
Mstep: Class 2 contains 75953 members 
Entering Unmasked Estep 
Score: -8559629.000000 Penalty: 1092.010132
	Iteration 36Q: 3 clusters Score -8559629 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -8559699.000000 Penalty: 1092.010132
	Iteration 37Q: 3 clusters Score -8559699 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -8559697.000000 Penalty: 1092.010132
	Iteration 38Q: 3 clusters Score -8559697 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -8559747.000000 Penalty: 1092.010132
	Iteration 39Q: 3 clusters Score -8559747 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -8559758.000000 Penalty: 1092.010132
	Iteration 40F: 3 clusters Score -8559758 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -8559778.000000 Penalty: 1092.010132
	Iteration 41Q: 3 clusters Score -8559778 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87467 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -8559803.000000 Penalty: 1092.010132
	Iteration 42Q: 3 clusters Score -8559803 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87528 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -8559837.000000 Penalty: 1092.010132
	Iteration 43Q: 3 clusters Score -8559837 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -8559847.000000 Penalty: 1092.010132
	Iteration 44Q: 3 clusters Score -8559847 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -8559847.000000 Penalty: 1092.010132
	Iteration 45Q: 3 clusters Score -8559847 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -8559855.000000 Penalty: 1092.010132
	Iteration 46Q: 3 clusters Score -8559855 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -8559871.000000 Penalty: 1092.010132
	Iteration 47Q: 3 clusters Score -8559871 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 75120 members 
Entering Unmasked Estep 
Score: -8559898.000000 Penalty: 1092.010132
	Iteration 48Q: 3 clusters Score -8559898 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87669 members 
Mstep: Class 2 contains 75104 members 
Entering Unmasked Estep 
Score: -8559908.000000 Penalty: 1092.010132
	Iteration 49Q: 3 clusters Score -8559908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
Score: -8559918.000000 Penalty: 1092.010132
	Iteration 50Q: 3 clusters Score -8559918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -8559935.000000 Penalty: 1092.010132
	Iteration 51Q: 3 clusters Score -8559935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -8559951.000000 Penalty: 1092.010132
	Iteration 52Q: 3 clusters Score -8559951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 75059 members 
Entering Unmasked Estep 
Score: -8559967.000000 Penalty: 1092.010132
	Iteration 53Q: 3 clusters Score -8559967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -8559950.000000 Penalty: 1092.010132
	Iteration 54Q: 3 clusters Score -8559950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -8559952.000000 Penalty: 1092.010132
	Iteration 55Q: 3 clusters Score -8559952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -8559952.000000 Penalty: 1092.010132
	Iteration 56Q: 3 clusters Score -8559952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -8559952.000000 Penalty: 1092.010132
	Iteration 57Q: 3 clusters Score -8559952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87752 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -8559948.000000 Penalty: 1092.010132
	Iteration 58Q: 3 clusters Score -8559948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87750 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -8559952.000000 Penalty: 1092.010132
	Iteration 59Q: 3 clusters Score -8559952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 75024 members 
Entering Unmasked Estep 
Score: -8559951.000000 Penalty: 1092.010132
	Iteration 60F: 3 clusters Score -8559951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -8559951.000000 Penalty: 1092.010132
	Iteration 61Q: 3 clusters Score -8559951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -8559952.000000 Penalty: 1092.010132
	Iteration 62Q: 3 clusters Score -8559952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -8559947.000000 Penalty: 1092.010132
	Iteration 63Q: 3 clusters Score -8559947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -8559951.000000 Penalty: 1092.010132
	Iteration 64Q: 3 clusters Score -8559951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 75030 members 
Entering Unmasked Estep 
Score: -8559946.000000 Penalty: 1092.010132
	Iteration 65Q: 3 clusters Score -8559946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -8559948.000000 Penalty: 1092.010132
	Iteration 66Q: 3 clusters Score -8559948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -8559948.000000 Penalty: 1092.010132
	Iteration 67F: 3 clusters Score -8559948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -70454.421875 Penalty: 334.477692
	Iteration 0F: 2 clusters Score -70454.42 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 736 members 
Entering Unmasked Estep 
Score: -69332.390625 Penalty: 668.955383
	Iteration 0F: 3 clusters Score -69332.39 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -69873.117188 Penalty: 668.955383
	Iteration 1F: 3 clusters Score -69873.12 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -70031.890625 Penalty: 668.955383
	Iteration 2F: 3 clusters Score -70031.89 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -70153.039062 Penalty: 668.955383
	Iteration 3F: 3 clusters Score -70153.04 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70249.031250 Penalty: 668.955383
	Iteration 4F: 3 clusters Score -70249.03 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70320.492188 Penalty: 668.955383
	Iteration 5Q: 3 clusters Score -70320.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70358.101562 Penalty: 668.955383
	Iteration 6Q: 3 clusters Score -70358.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70388.453125 Penalty: 668.955383
	Iteration 7Q: 3 clusters Score -70388.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70431.320312 Penalty: 668.955383
	Iteration 8Q: 3 clusters Score -70431.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70464.820312 Penalty: 668.955383
	Iteration 9Q: 3 clusters Score -70464.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70481.343750 Penalty: 668.955383
	Iteration 10Q: 3 clusters Score -70481.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70484.851562 Penalty: 668.955383
	Iteration 11Q: 3 clusters Score -70484.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70489.398438 Penalty: 668.955383
	Iteration 12Q: 3 clusters Score -70489.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70493.296875 Penalty: 668.955383
	Iteration 13Q: 3 clusters Score -70493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70495.531250 Penalty: 668.955383
	Iteration 14Q: 3 clusters Score -70495.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70497.140625 Penalty: 668.955383
	Iteration 15Q: 3 clusters Score -70497.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -70498.453125 Penalty: 668.955383
	Iteration 16Q: 3 clusters Score -70498.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70499.851562 Penalty: 668.955383
	Iteration 17Q: 3 clusters Score -70499.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70501.390625 Penalty: 668.955383
	Iteration 18Q: 3 clusters Score -70501.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -70503.898438 Penalty: 668.955383
	Iteration 19Q: 3 clusters Score -70503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70506.031250 Penalty: 668.955383
	Iteration 20F: 3 clusters Score -70506.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70506.367188 Penalty: 668.955383
	Iteration 21Q: 3 clusters Score -70506.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70506.867188 Penalty: 668.955383
	Iteration 22Q: 3 clusters Score -70506.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -70506.914062 Penalty: 668.955383
	Iteration 23Q: 3 clusters Score -70506.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -70506.914062 Penalty: 668.955383
	Iteration 24F: 3 clusters Score -70506.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 24572 members 
Mstep: Class 3 contains 101183 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 5444 members 
Mstep: Class 6 contains 15962 members 
Mstep: Class 7 contains 86284 members 
Mstep: Class 8 contains 8890 members 
Mstep: Class 9 contains 53997 members 
Mstep: Class 10 contains 42613 members 
Mstep: Class 11 contains 17213 members 
Mstep: Class 12 contains 162773 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 13148 members 
Mstep: Class 15 contains 12314 members 
Mstep: Class 16 contains 59934 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 27370 members 
Mstep: Class 22 contains 2903 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 14837 members 
Mstep: Class 25 contains 89427 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 18143 members 
Mstep: Class 28 contains 119882 members 
Mstep: Class 29 contains 87805 members 
Mstep: Class 30 contains 1323 members 
Mstep: Class 31 contains 28770 members 
Mstep: Class 32 contains 18960 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 34 contains 419 members 
Mstep: Class 35 contains 160358 members 
Mstep: Class 36 contains 82270 members 
Mstep: Class 37 contains 15196 members 
Mstep: Class 38 contains 7252 members 
Mstep: Class 39 contains 97875 members 
Mstep: Class 40 contains 7668 members 
Mstep: Class 41 contains 20919 members 
Mstep: Class 42 contains 82554 members 
Mstep: Class 43 contains 6699 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 167820 members 
Entering Unmasked Estep 
Score: -87418528.000000 Penalty: 29409.876953
Splitting cluster 13 changes total score from -87419128.000000 to -87418528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (13148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Entering Unmasked Estep 
Score: -719284.812500 Penalty: 431.523132
	Iteration 0F: 2 clusters Score -719284.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -710483.312500 Penalty: 863.046265
	Iteration 0F: 3 clusters Score -710483.3 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -714199.875000 Penalty: 863.046265
	Iteration 1F: 3 clusters Score -714199.9 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -714781.062500 Penalty: 863.046265
	Iteration 2F: 3 clusters Score -714781.1 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -715686.312500 Penalty: 863.046265
	Iteration 3F: 3 clusters Score -715686.3 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -716867.937500 Penalty: 863.046265
	Iteration 4F: 3 clusters Score -716867.9 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -717886.937500 Penalty: 863.046265
	Iteration 5F: 3 clusters Score -717886.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -718487.312500 Penalty: 863.046265
	Iteration 6Q: 3 clusters Score -718487.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -718768.687500 Penalty: 863.046265
	Iteration 7Q: 3 clusters Score -718768.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -718896.125000 Penalty: 863.046265
	Iteration 8Q: 3 clusters Score -718896.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -718939.875000 Penalty: 863.046265
	Iteration 9Q: 3 clusters Score -718939.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -718964.875000 Penalty: 863.046265
	Iteration 10Q: 3 clusters Score -718964.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -718982.250000 Penalty: 863.046265
	Iteration 11Q: 3 clusters Score -718982.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -718993.500000 Penalty: 863.046265
	Iteration 12Q: 3 clusters Score -718993.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -718997.437500 Penalty: 863.046265
	Iteration 13Q: 3 clusters Score -718997.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -719000.250000 Penalty: 863.046265
	Iteration 14Q: 3 clusters Score -719000.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -719007.937500 Penalty: 863.046265
	Iteration 15Q: 3 clusters Score -719007.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -719014.625000 Penalty: 863.046265
	Iteration 16Q: 3 clusters Score -719014.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -719019.812500 Penalty: 863.046265
	Iteration 17Q: 3 clusters Score -719019.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -719024.125000 Penalty: 863.046265
	Iteration 18Q: 3 clusters Score -719024.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -719030.250000 Penalty: 863.046265
	Iteration 19Q: 3 clusters Score -719030.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -719035.750000 Penalty: 863.046265
	Iteration 20F: 3 clusters Score -719035.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -719046.750000 Penalty: 863.046265
	Iteration 21Q: 3 clusters Score -719046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -719056.562500 Penalty: 863.046265
	Iteration 22Q: 3 clusters Score -719056.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -719064.437500 Penalty: 863.046265
	Iteration 23Q: 3 clusters Score -719064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -719067.562500 Penalty: 863.046265
	Iteration 24Q: 3 clusters Score -719067.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -719069.750000 Penalty: 863.046265
	Iteration 25Q: 3 clusters Score -719069.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -719069.625000 Penalty: 863.046265
	Iteration 26Q: 3 clusters Score -719069.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -719070.875000 Penalty: 863.046265
	Iteration 27Q: 3 clusters Score -719070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -719071.812500 Penalty: 863.046265
	Iteration 28Q: 3 clusters Score -719071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -719073.062500 Penalty: 863.046265
	Iteration 29Q: 3 clusters Score -719073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -719073.000000 Penalty: 863.046265
	Iteration 30Q: 3 clusters Score -719073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -719073.375000 Penalty: 863.046265
	Iteration 31Q: 3 clusters Score -719073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -719074.625000 Penalty: 863.046265
	Iteration 32Q: 3 clusters Score -719074.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -719075.375000 Penalty: 863.046265
	Iteration 33Q: 3 clusters Score -719075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -719076.000000 Penalty: 863.046265
	Iteration 34Q: 3 clusters Score -719076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -719077.500000 Penalty: 863.046265
	Iteration 35Q: 3 clusters Score -719077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -719078.375000 Penalty: 863.046265
	Iteration 36Q: 3 clusters Score -719078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -719078.875000 Penalty: 863.046265
	Iteration 37Q: 3 clusters Score -719078.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -719078.625000 Penalty: 863.046265
	Iteration 38Q: 3 clusters Score -719078.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -719079.250000 Penalty: 863.046265
	Iteration 39Q: 3 clusters Score -719079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -719079.375000 Penalty: 863.046265
	Iteration 40F: 3 clusters Score -719079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -719079.375000 Penalty: 863.046265
	Iteration 41Q: 3 clusters Score -719079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -719079.375000 Penalty: 863.046265
	Iteration 42F: 3 clusters Score -719079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Entering Unmasked Estep 
Score: -663737.875000 Penalty: 428.541412
	Iteration 0F: 2 clusters Score -663737.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -655576.687500 Penalty: 857.082825
	Iteration 0F: 3 clusters Score -655576.7 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -659071.125000 Penalty: 857.082825
	Iteration 1F: 3 clusters Score -659071.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -659377.125000 Penalty: 857.082825
	Iteration 2F: 3 clusters Score -659377.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -659714.937500 Penalty: 857.082825
	Iteration 3F: 3 clusters Score -659714.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -660152.875000 Penalty: 857.082825
	Iteration 4F: 3 clusters Score -660152.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -660651.062500 Penalty: 857.082825
	Iteration 5F: 3 clusters Score -660651.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -661089.250000 Penalty: 857.082825
	Iteration 6F: 3 clusters Score -661089.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -661383.687500 Penalty: 857.082825
	Iteration 7Q: 3 clusters Score -661383.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -661547.125000 Penalty: 857.082825
	Iteration 8Q: 3 clusters Score -661547.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -661645.375000 Penalty: 857.082825
	Iteration 9Q: 3 clusters Score -661645.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -661724.687500 Penalty: 857.082825
	Iteration 10Q: 3 clusters Score -661724.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -661808.125000 Penalty: 857.082825
	Iteration 11Q: 3 clusters Score -661808.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -661864.687500 Penalty: 857.082825
	Iteration 12Q: 3 clusters Score -661864.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -661907.937500 Penalty: 857.082825
	Iteration 13Q: 3 clusters Score -661907.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -661960.062500 Penalty: 857.082825
	Iteration 14Q: 3 clusters Score -661960.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -662022.187500 Penalty: 857.082825
	Iteration 15Q: 3 clusters Score -662022.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -662095.875000 Penalty: 857.082825
	Iteration 16Q: 3 clusters Score -662095.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -662176.937500 Penalty: 857.082825
	Iteration 17Q: 3 clusters Score -662176.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -662266.437500 Penalty: 857.082825
	Iteration 18Q: 3 clusters Score -662266.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -662371.562500 Penalty: 857.082825
	Iteration 19Q: 3 clusters Score -662371.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -662482.687500 Penalty: 857.082825
	Iteration 20F: 3 clusters Score -662482.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -662611.812500 Penalty: 857.082825
	Iteration 21Q: 3 clusters Score -662611.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -662760.562500 Penalty: 857.082825
	Iteration 22Q: 3 clusters Score -662760.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -662900.937500 Penalty: 857.082825
	Iteration 23Q: 3 clusters Score -662900.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -663034.000000 Penalty: 857.082825
	Iteration 24Q: 3 clusters Score -663034 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -663137.250000 Penalty: 857.082825
	Iteration 25Q: 3 clusters Score -663137.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -663234.312500 Penalty: 857.082825
	Iteration 26Q: 3 clusters Score -663234.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -663312.375000 Penalty: 857.082825
	Iteration 27Q: 3 clusters Score -663312.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -663394.187500 Penalty: 857.082825
	Iteration 28Q: 3 clusters Score -663394.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -663456.312500 Penalty: 857.082825
	Iteration 29Q: 3 clusters Score -663456.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -663497.187500 Penalty: 857.082825
	Iteration 30Q: 3 clusters Score -663497.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -663531.062500 Penalty: 857.082825
	Iteration 31Q: 3 clusters Score -663531.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -663563.937500 Penalty: 857.082825
	Iteration 32Q: 3 clusters Score -663563.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -663582.562500 Penalty: 857.082825
	Iteration 33Q: 3 clusters Score -663582.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -663593.625000 Penalty: 857.082825
	Iteration 34Q: 3 clusters Score -663593.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -663604.937500 Penalty: 857.082825
	Iteration 35Q: 3 clusters Score -663604.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -663613.562500 Penalty: 857.082825
	Iteration 36Q: 3 clusters Score -663613.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -663618.750000 Penalty: 857.082825
	Iteration 37Q: 3 clusters Score -663618.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -663625.187500 Penalty: 857.082825
	Iteration 38Q: 3 clusters Score -663625.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -663634.437500 Penalty: 857.082825
	Iteration 39Q: 3 clusters Score -663634.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -663637.812500 Penalty: 857.082825
	Iteration 40F: 3 clusters Score -663637.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -663641.750000 Penalty: 857.082825
	Iteration 41Q: 3 clusters Score -663641.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -663648.937500 Penalty: 857.082825
	Iteration 42Q: 3 clusters Score -663648.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -663653.562500 Penalty: 857.082825
	Iteration 43Q: 3 clusters Score -663653.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -663655.687500 Penalty: 857.082825
	Iteration 44Q: 3 clusters Score -663655.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -663661.812500 Penalty: 857.082825
	Iteration 45Q: 3 clusters Score -663661.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -663665.625000 Penalty: 857.082825
	Iteration 46Q: 3 clusters Score -663665.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -663669.562500 Penalty: 857.082825
	Iteration 47Q: 3 clusters Score -663669.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -663671.500000 Penalty: 857.082825
	Iteration 48Q: 3 clusters Score -663671.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -663674.687500 Penalty: 857.082825
	Iteration 49Q: 3 clusters Score -663674.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -663678.750000 Penalty: 857.082825
	Iteration 50Q: 3 clusters Score -663678.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -663681.562500 Penalty: 857.082825
	Iteration 51Q: 3 clusters Score -663681.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -663681.625000 Penalty: 857.082825
	Iteration 52Q: 3 clusters Score -663681.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -663683.375000 Penalty: 857.082825
	Iteration 53Q: 3 clusters Score -663683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -663683.625000 Penalty: 857.082825
	Iteration 54Q: 3 clusters Score -663683.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -663684.500000 Penalty: 857.082825
	Iteration 55Q: 3 clusters Score -663684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -663685.312500 Penalty: 857.082825
	Iteration 56Q: 3 clusters Score -663685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -663686.250000 Penalty: 857.082825
	Iteration 57Q: 3 clusters Score -663686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -663687.812500 Penalty: 857.082825
	Iteration 58Q: 3 clusters Score -663687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -663686.125000 Penalty: 857.082825
	Iteration 59Q: 3 clusters Score -663686.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -663688.187500 Penalty: 857.082825
	Iteration 60F: 3 clusters Score -663688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -663688.500000 Penalty: 857.082825
	Iteration 61Q: 3 clusters Score -663688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -663688.000000 Penalty: 857.082825
	Iteration 62Q: 3 clusters Score -663688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -663689.687500 Penalty: 857.082825
	Iteration 63Q: 3 clusters Score -663689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -663688.500000 Penalty: 857.082825
	Iteration 64Q: 3 clusters Score -663688.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -663688.500000 Penalty: 857.082825
	Iteration 65F: 3 clusters Score -663688.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Entering Unmasked Estep 
Score: -3358154.250000 Penalty: 500.545471
	Iteration 0F: 2 clusters Score -3358154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3317926.750000 Penalty: 1001.090942
	Iteration 0F: 3 clusters Score -3317927 nChanged 29053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -3334804.500000 Penalty: 1001.090942
	Iteration 1F: 3 clusters Score -3334804 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3335087.250000 Penalty: 1001.090942
	Iteration 2Q: 3 clusters Score -3335087 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -3335388.750000 Penalty: 1001.090942
	Iteration 3Q: 3 clusters Score -3335389 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -3335720.250000 Penalty: 1001.090942
	Iteration 4Q: 3 clusters Score -3335720 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -3336177.000000 Penalty: 1001.090942
	Iteration 5Q: 3 clusters Score -3336177 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -3336831.250000 Penalty: 1001.090942
	Iteration 6Q: 3 clusters Score -3336831 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -3337976.250000 Penalty: 1001.090942
	Iteration 7Q: 3 clusters Score -3337976 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -3339993.250000 Penalty: 1001.090942
	Iteration 8F: 3 clusters Score -3339993 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -3343310.750000 Penalty: 1001.090942
	Iteration 9F: 3 clusters Score -3343311 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -3347753.750000 Penalty: 1001.090942
	Iteration 10F: 3 clusters Score -3347754 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -3352355.000000 Penalty: 1001.090942
	Iteration 11F: 3 clusters Score -3352355 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -3355484.000000 Penalty: 1001.090942
	Iteration 12F: 3 clusters Score -3355484 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -3356993.500000 Penalty: 1001.090942
	Iteration 13Q: 3 clusters Score -3356994 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -3357515.750000 Penalty: 1001.090942
	Iteration 14Q: 3 clusters Score -3357516 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -3357642.750000 Penalty: 1001.090942
	Iteration 15Q: 3 clusters Score -3357643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -3357690.500000 Penalty: 1001.090942
	Iteration 16Q: 3 clusters Score -3357690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -3357713.500000 Penalty: 1001.090942
	Iteration 17Q: 3 clusters Score -3357714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -3357718.500000 Penalty: 1001.090942
	Iteration 18Q: 3 clusters Score -3357718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -3357722.000000 Penalty: 1001.090942
	Iteration 19Q: 3 clusters Score -3357722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -3357723.750000 Penalty: 1001.090942
	Iteration 20F: 3 clusters Score -3357724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -3357726.500000 Penalty: 1001.090942
	Iteration 21Q: 3 clusters Score -3357726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -3357726.000000 Penalty: 1001.090942
	Iteration 22Q: 3 clusters Score -3357726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -3357726.000000 Penalty: 1001.090942
	Iteration 23F: 3 clusters Score -3357726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -85651.406250 Penalty: 338.097168
	Iteration 0F: 2 clusters Score -85651.41 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 867 members 
Entering Unmasked Estep 
Score: -84451.468750 Penalty: 676.194336
	Iteration 0F: 3 clusters Score -84451.47 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -84889.898438 Penalty: 676.194336
	Iteration 1F: 3 clusters Score -84889.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -85009.914062 Penalty: 676.194336
	Iteration 2F: 3 clusters Score -85009.91 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -85105.812500 Penalty: 676.194336
	Iteration 3F: 3 clusters Score -85105.81 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -85187.804688 Penalty: 676.194336
	Iteration 4F: 3 clusters Score -85187.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -85280.210938 Penalty: 676.194336
	Iteration 5F: 3 clusters Score -85280.21 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -85355.632812 Penalty: 676.194336
	Iteration 6F: 3 clusters Score -85355.63 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -85423.578125 Penalty: 676.194336
	Iteration 7Q: 3 clusters Score -85423.58 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -85468.156250 Penalty: 676.194336
	Iteration 8Q: 3 clusters Score -85468.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -85495.632812 Penalty: 676.194336
	Iteration 9Q: 3 clusters Score -85495.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -85507.195312 Penalty: 676.194336
	Iteration 10Q: 3 clusters Score -85507.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -85511.992188 Penalty: 676.194336
	Iteration 11Q: 3 clusters Score -85511.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -85515.632812 Penalty: 676.194336
	Iteration 12Q: 3 clusters Score -85515.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -85518.812500 Penalty: 676.194336
	Iteration 13Q: 3 clusters Score -85518.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -85522.171875 Penalty: 676.194336
	Iteration 14Q: 3 clusters Score -85522.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -85528.195312 Penalty: 676.194336
	Iteration 15Q: 3 clusters Score -85528.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -85531.804688 Penalty: 676.194336
	Iteration 16Q: 3 clusters Score -85531.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -85533.359375 Penalty: 676.194336
	Iteration 17Q: 3 clusters Score -85533.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -85533.695312 Penalty: 676.194336
	Iteration 18Q: 3 clusters Score -85533.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -85534.195312 Penalty: 676.194336
	Iteration 19Q: 3 clusters Score -85534.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -85534.257812 Penalty: 676.194336
	Iteration 20F: 3 clusters Score -85534.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -61575.074219 Penalty: 320.780579
	Iteration 0F: 2 clusters Score -61575.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -60654.972656 Penalty: 641.561157
	Iteration 0F: 3 clusters Score -60654.97 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -60950.785156 Penalty: 641.561157
	Iteration 1F: 3 clusters Score -60950.79 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -61053.664062 Penalty: 641.561157
	Iteration 2F: 3 clusters Score -61053.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -61136.722656 Penalty: 641.561157
	Iteration 3F: 3 clusters Score -61136.72 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -61194.027344 Penalty: 641.561157
	Iteration 4F: 3 clusters Score -61194.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -61233.726562 Penalty: 641.561157
	Iteration 5Q: 3 clusters Score -61233.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61269.109375 Penalty: 641.561157
	Iteration 6Q: 3 clusters Score -61269.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -61300.835938 Penalty: 641.561157
	Iteration 7Q: 3 clusters Score -61300.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -61324.589844 Penalty: 641.561157
	Iteration 8Q: 3 clusters Score -61324.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61340.738281 Penalty: 641.561157
	Iteration 9Q: 3 clusters Score -61340.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61353.628906 Penalty: 641.561157
	Iteration 10Q: 3 clusters Score -61353.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61366.183594 Penalty: 641.561157
	Iteration 11Q: 3 clusters Score -61366.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61375.011719 Penalty: 641.561157
	Iteration 12Q: 3 clusters Score -61375.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61379.074219 Penalty: 641.561157
	Iteration 13Q: 3 clusters Score -61379.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61381.312500 Penalty: 641.561157
	Iteration 14Q: 3 clusters Score -61381.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61383.625000 Penalty: 641.561157
	Iteration 15Q: 3 clusters Score -61383.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61384.371094 Penalty: 641.561157
	Iteration 16Q: 3 clusters Score -61384.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61384.988281 Penalty: 641.561157
	Iteration 17Q: 3 clusters Score -61384.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61385.867188 Penalty: 641.561157
	Iteration 18Q: 3 clusters Score -61385.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61387.472656 Penalty: 641.561157
	Iteration 19Q: 3 clusters Score -61387.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61387.671875 Penalty: 641.561157
	Iteration 20F: 3 clusters Score -61387.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61388.128906 Penalty: 641.561157
	Iteration 21Q: 3 clusters Score -61388.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61388.464844 Penalty: 641.561157
	Iteration 22Q: 3 clusters Score -61388.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61389.046875 Penalty: 641.561157
	Iteration 23Q: 3 clusters Score -61389.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61390.308594 Penalty: 641.561157
	Iteration 24Q: 3 clusters Score -61390.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61390.750000 Penalty: 641.561157
	Iteration 25Q: 3 clusters Score -61390.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61391.417969 Penalty: 641.561157
	Iteration 26Q: 3 clusters Score -61391.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61391.417969 Penalty: 641.561157
	Iteration 27F: 3 clusters Score -61391.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Entering Unmasked Estep 
Score: -346896.781250 Penalty: 398.421875
	Iteration 0F: 2 clusters Score -346896.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -342623.406250 Penalty: 796.843750
	Iteration 0F: 3 clusters Score -342623.4 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -344264.843750 Penalty: 796.843750
	Iteration 1F: 3 clusters Score -344264.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -344438.500000 Penalty: 796.843750
	Iteration 2F: 3 clusters Score -344438.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -344697.031250 Penalty: 796.843750
	Iteration 3F: 3 clusters Score -344697 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -345076.562500 Penalty: 796.843750
	Iteration 4F: 3 clusters Score -345076.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -345506.218750 Penalty: 796.843750
	Iteration 5F: 3 clusters Score -345506.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -345915.031250 Penalty: 796.843750
	Iteration 6F: 3 clusters Score -345915 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -346214.062500 Penalty: 796.843750
	Iteration 7Q: 3 clusters Score -346214.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -346363.312500 Penalty: 796.843750
	Iteration 8Q: 3 clusters Score -346363.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -346438.312500 Penalty: 796.843750
	Iteration 9Q: 3 clusters Score -346438.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -346478.500000 Penalty: 796.843750
	Iteration 10Q: 3 clusters Score -346478.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -346499.875000 Penalty: 796.843750
	Iteration 11Q: 3 clusters Score -346499.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -346516.625000 Penalty: 796.843750
	Iteration 12Q: 3 clusters Score -346516.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -346526.250000 Penalty: 796.843750
	Iteration 13Q: 3 clusters Score -346526.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -346530.437500 Penalty: 796.843750
	Iteration 14Q: 3 clusters Score -346530.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -346532.687500 Penalty: 796.843750
	Iteration 15Q: 3 clusters Score -346532.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -346536.812500 Penalty: 796.843750
	Iteration 16Q: 3 clusters Score -346536.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -346541.531250 Penalty: 796.843750
	Iteration 17Q: 3 clusters Score -346541.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -346547.625000 Penalty: 796.843750
	Iteration 18Q: 3 clusters Score -346547.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -346548.875000 Penalty: 796.843750
	Iteration 19Q: 3 clusters Score -346548.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -346553.468750 Penalty: 796.843750
	Iteration 20F: 3 clusters Score -346553.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -346556.218750 Penalty: 796.843750
	Iteration 21Q: 3 clusters Score -346556.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -346559.062500 Penalty: 796.843750
	Iteration 22Q: 3 clusters Score -346559.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -346561.187500 Penalty: 796.843750
	Iteration 23Q: 3 clusters Score -346561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -346564.625000 Penalty: 796.843750
	Iteration 24Q: 3 clusters Score -346564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -346566.843750 Penalty: 796.843750
	Iteration 25Q: 3 clusters Score -346566.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -346569.218750 Penalty: 796.843750
	Iteration 26Q: 3 clusters Score -346569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -346570.500000 Penalty: 796.843750
	Iteration 27Q: 3 clusters Score -346570.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -346570.468750 Penalty: 796.843750
	Iteration 28Q: 3 clusters Score -346570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -346572.843750 Penalty: 796.843750
	Iteration 29Q: 3 clusters Score -346572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -346573.406250 Penalty: 796.843750
	Iteration 30Q: 3 clusters Score -346573.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -346574.687500 Penalty: 796.843750
	Iteration 31Q: 3 clusters Score -346574.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -346575.500000 Penalty: 796.843750
	Iteration 32Q: 3 clusters Score -346575.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -346577.750000 Penalty: 796.843750
	Iteration 33Q: 3 clusters Score -346577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -346578.312500 Penalty: 796.843750
	Iteration 34Q: 3 clusters Score -346578.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -346578.875000 Penalty: 796.843750
	Iteration 35Q: 3 clusters Score -346578.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -346578.906250 Penalty: 796.843750
	Iteration 36Q: 3 clusters Score -346578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -346578.906250 Penalty: 796.843750
	Iteration 37F: 3 clusters Score -346578.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Entering Unmasked Estep 
Score: -145197.015625 Penalty: 358.731110
	Iteration 0F: 2 clusters Score -145197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -143317.640625 Penalty: 717.462219
	Iteration 0F: 3 clusters Score -143317.6 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -143926.484375 Penalty: 717.462219
	Iteration 1F: 3 clusters Score -143926.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -143969.968750 Penalty: 717.462219
	Iteration 2F: 3 clusters Score -143970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -143995.984375 Penalty: 717.462219
	Iteration 3Q: 3 clusters Score -143996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -144017.578125 Penalty: 717.462219
	Iteration 4Q: 3 clusters Score -144017.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -144053.312500 Penalty: 717.462219
	Iteration 5Q: 3 clusters Score -144053.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -144096.703125 Penalty: 717.462219
	Iteration 6Q: 3 clusters Score -144096.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -144139.328125 Penalty: 717.462219
	Iteration 7Q: 3 clusters Score -144139.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -144184.187500 Penalty: 717.462219
	Iteration 8Q: 3 clusters Score -144184.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -144241.281250 Penalty: 717.462219
	Iteration 9Q: 3 clusters Score -144241.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -144312.187500 Penalty: 717.462219
	Iteration 10Q: 3 clusters Score -144312.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -144395.734375 Penalty: 717.462219
	Iteration 11Q: 3 clusters Score -144395.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -144486.484375 Penalty: 717.462219
	Iteration 12Q: 3 clusters Score -144486.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -144535.093750 Penalty: 717.462219
	Iteration 13Q: 3 clusters Score -144535.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -144567.109375 Penalty: 717.462219
	Iteration 14Q: 3 clusters Score -144567.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -144586.781250 Penalty: 717.462219
	Iteration 15Q: 3 clusters Score -144586.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -144599.453125 Penalty: 717.462219
	Iteration 16Q: 3 clusters Score -144599.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -144613.453125 Penalty: 717.462219
	Iteration 17Q: 3 clusters Score -144613.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -144628.046875 Penalty: 717.462219
	Iteration 18Q: 3 clusters Score -144628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -144647.250000 Penalty: 717.462219
	Iteration 19Q: 3 clusters Score -144647.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -144663.796875 Penalty: 717.462219
	Iteration 20F: 3 clusters Score -144663.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -144684.906250 Penalty: 717.462219
	Iteration 21Q: 3 clusters Score -144684.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -144708.000000 Penalty: 717.462219
	Iteration 22Q: 3 clusters Score -144708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -144728.265625 Penalty: 717.462219
	Iteration 23Q: 3 clusters Score -144728.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -144740.015625 Penalty: 717.462219
	Iteration 24Q: 3 clusters Score -144740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -144750.375000 Penalty: 717.462219
	Iteration 25Q: 3 clusters Score -144750.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -144757.765625 Penalty: 717.462219
	Iteration 26Q: 3 clusters Score -144757.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -144761.234375 Penalty: 717.462219
	Iteration 27Q: 3 clusters Score -144761.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -144764.953125 Penalty: 717.462219
	Iteration 28Q: 3 clusters Score -144765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -144767.593750 Penalty: 717.462219
	Iteration 29Q: 3 clusters Score -144767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -144768.781250 Penalty: 717.462219
	Iteration 30Q: 3 clusters Score -144768.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -144770.687500 Penalty: 717.462219
	Iteration 31Q: 3 clusters Score -144770.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -144774.531250 Penalty: 717.462219
	Iteration 32Q: 3 clusters Score -144774.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -144778.375000 Penalty: 717.462219
	Iteration 33Q: 3 clusters Score -144778.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -144781.593750 Penalty: 717.462219
	Iteration 34Q: 3 clusters Score -144781.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -144784.875000 Penalty: 717.462219
	Iteration 35Q: 3 clusters Score -144784.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -144786.796875 Penalty: 717.462219
	Iteration 36Q: 3 clusters Score -144786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -144787.578125 Penalty: 717.462219
	Iteration 37Q: 3 clusters Score -144787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -144788.609375 Penalty: 717.462219
	Iteration 38Q: 3 clusters Score -144788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -144789.406250 Penalty: 717.462219
	Iteration 39Q: 3 clusters Score -144789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -144790.515625 Penalty: 717.462219
	Iteration 40F: 3 clusters Score -144790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -144790.906250 Penalty: 717.462219
	Iteration 41Q: 3 clusters Score -144790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -144790.906250 Penalty: 717.462219
	Iteration 42Q: 3 clusters Score -144790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -144791.531250 Penalty: 717.462219
	Iteration 43Q: 3 clusters Score -144791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -144792.750000 Penalty: 717.462219
	Iteration 44Q: 3 clusters Score -144792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -144793.656250 Penalty: 717.462219
	Iteration 45Q: 3 clusters Score -144793.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -144794.125000 Penalty: 717.462219
	Iteration 46Q: 3 clusters Score -144794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -144794.468750 Penalty: 717.462219
	Iteration 47Q: 3 clusters Score -144794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -144795.390625 Penalty: 717.462219
	Iteration 48Q: 3 clusters Score -144795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -144797.453125 Penalty: 717.462219
	Iteration 49Q: 3 clusters Score -144797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -144798.171875 Penalty: 717.462219
	Iteration 50Q: 3 clusters Score -144798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -144798.531250 Penalty: 717.462219
	Iteration 51Q: 3 clusters Score -144798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -144798.640625 Penalty: 717.462219
	Iteration 52Q: 3 clusters Score -144798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -144798.671875 Penalty: 717.462219
	Iteration 53Q: 3 clusters Score -144798.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -144799.265625 Penalty: 717.462219
	Iteration 54Q: 3 clusters Score -144799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -144800.218750 Penalty: 717.462219
	Iteration 55Q: 3 clusters Score -144800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -144800.328125 Penalty: 717.462219
	Iteration 56Q: 3 clusters Score -144800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -144800.921875 Penalty: 717.462219
	Iteration 57Q: 3 clusters Score -144800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -144801.375000 Penalty: 717.462219
	Iteration 58Q: 3 clusters Score -144801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -144801.625000 Penalty: 717.462219
	Iteration 59Q: 3 clusters Score -144801.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -144801.625000 Penalty: 717.462219
	Iteration 60F: 3 clusters Score -144801.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Entering Unmasked Estep 
Score: -1489219.750000 Penalty: 464.882751
	Iteration 0F: 2 clusters Score -1489220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1471135.125000 Penalty: 929.765503
	Iteration 0F: 3 clusters Score -1471135 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1479345.125000 Penalty: 929.765503
	Iteration 1F: 3 clusters Score -1479345 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -1480706.000000 Penalty: 929.765503
	Iteration 2F: 3 clusters Score -1480706 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -1482745.875000 Penalty: 929.765503
	Iteration 3F: 3 clusters Score -1482746 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -1485128.875000 Penalty: 929.765503
	Iteration 4F: 3 clusters Score -1485129 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -1487047.625000 Penalty: 929.765503
	Iteration 5F: 3 clusters Score -1487048 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -1488105.750000 Penalty: 929.765503
	Iteration 6Q: 3 clusters Score -1488106 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -1488545.500000 Penalty: 929.765503
	Iteration 7Q: 3 clusters Score -1488546 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -1488700.000000 Penalty: 929.765503
	Iteration 8Q: 3 clusters Score -1488700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -1488766.875000 Penalty: 929.765503
	Iteration 9Q: 3 clusters Score -1488767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -1488798.875000 Penalty: 929.765503
	Iteration 10Q: 3 clusters Score -1488799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -1488813.500000 Penalty: 929.765503
	Iteration 11Q: 3 clusters Score -1488814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -1488818.500000 Penalty: 929.765503
	Iteration 12Q: 3 clusters Score -1488818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -1488826.250000 Penalty: 929.765503
	Iteration 13Q: 3 clusters Score -1488826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -1488831.625000 Penalty: 929.765503
	Iteration 14Q: 3 clusters Score -1488832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -1488832.000000 Penalty: 929.765503
	Iteration 15Q: 3 clusters Score -1488832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -1488836.125000 Penalty: 929.765503
	Iteration 16Q: 3 clusters Score -1488836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -1488836.125000 Penalty: 929.765503
	Iteration 17F: 3 clusters Score -1488836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Entering Unmasked Estep 
Score: -151157.187500 Penalty: 362.794250
	Iteration 0F: 2 clusters Score -151157.2 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 1455 members 
Entering Unmasked Estep 
Score: -149109.281250 Penalty: 725.588501
	Iteration 0F: 3 clusters Score -149109.3 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -149757.484375 Penalty: 725.588501
	Iteration 1F: 3 clusters Score -149757.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -149858.406250 Penalty: 725.588501
	Iteration 2F: 3 clusters Score -149858.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -149945.000000 Penalty: 725.588501
	Iteration 3F: 3 clusters Score -149945 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -150039.156250 Penalty: 725.588501
	Iteration 4F: 3 clusters Score -150039.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -150168.218750 Penalty: 725.588501
	Iteration 5F: 3 clusters Score -150168.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -150302.000000 Penalty: 725.588501
	Iteration 6F: 3 clusters Score -150302 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -150425.171875 Penalty: 725.588501
	Iteration 7F: 3 clusters Score -150425.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -150514.703125 Penalty: 725.588501
	Iteration 8F: 3 clusters Score -150514.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -150580.937500 Penalty: 725.588501
	Iteration 9Q: 3 clusters Score -150580.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -150630.000000 Penalty: 725.588501
	Iteration 10Q: 3 clusters Score -150630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -150685.812500 Penalty: 725.588501
	Iteration 11Q: 3 clusters Score -150685.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -150744.203125 Penalty: 725.588501
	Iteration 12Q: 3 clusters Score -150744.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -150789.812500 Penalty: 725.588501
	Iteration 13Q: 3 clusters Score -150789.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -150837.281250 Penalty: 725.588501
	Iteration 14Q: 3 clusters Score -150837.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -150868.140625 Penalty: 725.588501
	Iteration 15Q: 3 clusters Score -150868.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -150890.828125 Penalty: 725.588501
	Iteration 16Q: 3 clusters Score -150890.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150905.390625 Penalty: 725.588501
	Iteration 17Q: 3 clusters Score -150905.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -150915.562500 Penalty: 725.588501
	Iteration 18Q: 3 clusters Score -150915.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -150920.859375 Penalty: 725.588501
	Iteration 19Q: 3 clusters Score -150920.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150925.656250 Penalty: 725.588501
	Iteration 20F: 3 clusters Score -150925.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -150928.812500 Penalty: 725.588501
	Iteration 21Q: 3 clusters Score -150928.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -150932.421875 Penalty: 725.588501
	Iteration 22Q: 3 clusters Score -150932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -150936.046875 Penalty: 725.588501
	Iteration 23Q: 3 clusters Score -150936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -150940.781250 Penalty: 725.588501
	Iteration 24Q: 3 clusters Score -150940.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -150944.203125 Penalty: 725.588501
	Iteration 25Q: 3 clusters Score -150944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -150945.015625 Penalty: 725.588501
	Iteration 26Q: 3 clusters Score -150945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -150945.203125 Penalty: 725.588501
	Iteration 27Q: 3 clusters Score -150945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -150945.203125 Penalty: 725.588501
	Iteration 28F: 3 clusters Score -150945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Entering Unmasked Estep 
Score: -1465267.125000 Penalty: 463.886078
	Iteration 0F: 2 clusters Score -1465267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1447283.125000 Penalty: 927.772156
	Iteration 0F: 3 clusters Score -1447283 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1454777.000000 Penalty: 927.772156
	Iteration 1F: 3 clusters Score -1454777 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1455110.125000 Penalty: 927.772156
	Iteration 2Q: 3 clusters Score -1455110 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1455603.625000 Penalty: 927.772156
	Iteration 3Q: 3 clusters Score -1455604 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1456379.875000 Penalty: 927.772156
	Iteration 4Q: 3 clusters Score -1456380 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1457687.125000 Penalty: 927.772156
	Iteration 5F: 3 clusters Score -1457687 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1459333.000000 Penalty: 927.772156
	Iteration 6F: 3 clusters Score -1459333 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1460425.250000 Penalty: 927.772156
	Iteration 7F: 3 clusters Score -1460425 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1460878.625000 Penalty: 927.772156
	Iteration 8Q: 3 clusters Score -1460879 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1461084.750000 Penalty: 927.772156
	Iteration 9Q: 3 clusters Score -1461085 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1461235.625000 Penalty: 927.772156
	Iteration 10Q: 3 clusters Score -1461236 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1461393.875000 Penalty: 927.772156
	Iteration 11Q: 3 clusters Score -1461394 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1461538.625000 Penalty: 927.772156
	Iteration 12Q: 3 clusters Score -1461539 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1461677.750000 Penalty: 927.772156
	Iteration 13Q: 3 clusters Score -1461678 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1461821.625000 Penalty: 927.772156
	Iteration 14Q: 3 clusters Score -1461822 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1461957.875000 Penalty: 927.772156
	Iteration 15Q: 3 clusters Score -1461958 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1462126.875000 Penalty: 927.772156
	Iteration 16Q: 3 clusters Score -1462127 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1462322.625000 Penalty: 927.772156
	Iteration 17Q: 3 clusters Score -1462323 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1462511.750000 Penalty: 927.772156
	Iteration 18Q: 3 clusters Score -1462512 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1462690.125000 Penalty: 927.772156
	Iteration 19Q: 3 clusters Score -1462690 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1462885.750000 Penalty: 927.772156
	Iteration 20F: 3 clusters Score -1462886 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1463066.250000 Penalty: 927.772156
	Iteration 21Q: 3 clusters Score -1463066 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1463238.125000 Penalty: 927.772156
	Iteration 22Q: 3 clusters Score -1463238 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1463386.125000 Penalty: 927.772156
	Iteration 23Q: 3 clusters Score -1463386 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1463513.375000 Penalty: 927.772156
	Iteration 24Q: 3 clusters Score -1463513 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1463639.250000 Penalty: 927.772156
	Iteration 25Q: 3 clusters Score -1463639 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1463748.000000 Penalty: 927.772156
	Iteration 26Q: 3 clusters Score -1463748 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1463836.250000 Penalty: 927.772156
	Iteration 27Q: 3 clusters Score -1463836 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1463918.750000 Penalty: 927.772156
	Iteration 28Q: 3 clusters Score -1463919 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1463989.750000 Penalty: 927.772156
	Iteration 29Q: 3 clusters Score -1463990 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1464055.125000 Penalty: 927.772156
	Iteration 30Q: 3 clusters Score -1464055 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1464105.500000 Penalty: 927.772156
	Iteration 31Q: 3 clusters Score -1464106 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1464152.500000 Penalty: 927.772156
	Iteration 32Q: 3 clusters Score -1464152 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1464210.750000 Penalty: 927.772156
	Iteration 33Q: 3 clusters Score -1464211 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1464274.750000 Penalty: 927.772156
	Iteration 34Q: 3 clusters Score -1464275 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1464335.250000 Penalty: 927.772156
	Iteration 35Q: 3 clusters Score -1464335 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1464408.125000 Penalty: 927.772156
	Iteration 36Q: 3 clusters Score -1464408 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1464464.000000 Penalty: 927.772156
	Iteration 37Q: 3 clusters Score -1464464 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1464507.875000 Penalty: 927.772156
	Iteration 38Q: 3 clusters Score -1464508 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1464536.125000 Penalty: 927.772156
	Iteration 39Q: 3 clusters Score -1464536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1464563.750000 Penalty: 927.772156
	Iteration 40F: 3 clusters Score -1464564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1464583.750000 Penalty: 927.772156
	Iteration 41Q: 3 clusters Score -1464584 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1464602.250000 Penalty: 927.772156
	Iteration 42Q: 3 clusters Score -1464602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1464627.000000 Penalty: 927.772156
	Iteration 43Q: 3 clusters Score -1464627 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1464645.000000 Penalty: 927.772156
	Iteration 44Q: 3 clusters Score -1464645 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1464665.875000 Penalty: 927.772156
	Iteration 45Q: 3 clusters Score -1464666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1464689.250000 Penalty: 927.772156
	Iteration 46Q: 3 clusters Score -1464689 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1464708.750000 Penalty: 927.772156
	Iteration 47Q: 3 clusters Score -1464709 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1464739.500000 Penalty: 927.772156
	Iteration 48Q: 3 clusters Score -1464740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1464764.250000 Penalty: 927.772156
	Iteration 49Q: 3 clusters Score -1464764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1464778.500000 Penalty: 927.772156
	Iteration 50Q: 3 clusters Score -1464778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1464796.375000 Penalty: 927.772156
	Iteration 51Q: 3 clusters Score -1464796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1464812.500000 Penalty: 927.772156
	Iteration 52Q: 3 clusters Score -1464812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1464821.875000 Penalty: 927.772156
	Iteration 53Q: 3 clusters Score -1464822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1464833.000000 Penalty: 927.772156
	Iteration 54Q: 3 clusters Score -1464833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1464839.625000 Penalty: 927.772156
	Iteration 55Q: 3 clusters Score -1464840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1464844.500000 Penalty: 927.772156
	Iteration 56Q: 3 clusters Score -1464844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1464851.250000 Penalty: 927.772156
	Iteration 57Q: 3 clusters Score -1464851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1464853.875000 Penalty: 927.772156
	Iteration 58Q: 3 clusters Score -1464854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1464856.625000 Penalty: 927.772156
	Iteration 59Q: 3 clusters Score -1464857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1464859.125000 Penalty: 927.772156
	Iteration 60F: 3 clusters Score -1464859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1464860.875000 Penalty: 927.772156
	Iteration 61Q: 3 clusters Score -1464861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1464863.375000 Penalty: 927.772156
	Iteration 62Q: 3 clusters Score -1464863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1464861.750000 Penalty: 927.772156
	Iteration 63Q: 3 clusters Score -1464862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1464862.250000 Penalty: 927.772156
	Iteration 64Q: 3 clusters Score -1464862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1464862.625000 Penalty: 927.772156
	Iteration 65Q: 3 clusters Score -1464863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1464862.875000 Penalty: 927.772156
	Iteration 66Q: 3 clusters Score -1464863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1464862.750000 Penalty: 927.772156
	Iteration 67Q: 3 clusters Score -1464863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1464867.625000 Penalty: 927.772156
	Iteration 68Q: 3 clusters Score -1464868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1464870.000000 Penalty: 927.772156
	Iteration 69Q: 3 clusters Score -1464870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1464870.250000 Penalty: 927.772156
	Iteration 70Q: 3 clusters Score -1464870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1464873.250000 Penalty: 927.772156
	Iteration 71Q: 3 clusters Score -1464873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1464875.250000 Penalty: 927.772156
	Iteration 72Q: 3 clusters Score -1464875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1464883.500000 Penalty: 927.772156
	Iteration 73Q: 3 clusters Score -1464884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1464886.750000 Penalty: 927.772156
	Iteration 74Q: 3 clusters Score -1464887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1464893.500000 Penalty: 927.772156
	Iteration 75Q: 3 clusters Score -1464894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1464893.875000 Penalty: 927.772156
	Iteration 76Q: 3 clusters Score -1464894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1464896.750000 Penalty: 927.772156
	Iteration 77Q: 3 clusters Score -1464897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1464895.875000 Penalty: 927.772156
	Iteration 78Q: 3 clusters Score -1464896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1464897.125000 Penalty: 927.772156
	Iteration 79Q: 3 clusters Score -1464897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1464898.250000 Penalty: 927.772156
	Iteration 80F: 3 clusters Score -1464898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1464900.875000 Penalty: 927.772156
	Iteration 81Q: 3 clusters Score -1464901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1464902.000000 Penalty: 927.772156
	Iteration 82Q: 3 clusters Score -1464902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1464904.125000 Penalty: 927.772156
	Iteration 83Q: 3 clusters Score -1464904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1464906.125000 Penalty: 927.772156
	Iteration 84Q: 3 clusters Score -1464906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1464907.375000 Penalty: 927.772156
	Iteration 85Q: 3 clusters Score -1464907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1464906.750000 Penalty: 927.772156
	Iteration 86Q: 3 clusters Score -1464907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1464905.875000 Penalty: 927.772156
	Iteration 87Q: 3 clusters Score -1464906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1464909.875000 Penalty: 927.772156
	Iteration 88Q: 3 clusters Score -1464910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1464911.000000 Penalty: 927.772156
	Iteration 89Q: 3 clusters Score -1464911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1464912.000000 Penalty: 927.772156
	Iteration 90Q: 3 clusters Score -1464912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1464912.000000 Penalty: 927.772156
	Iteration 91F: 3 clusters Score -1464912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Entering Unmasked Estep 
Score: -809860.375000 Penalty: 437.022003
	Iteration 0F: 2 clusters Score -809860.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -799873.437500 Penalty: 874.044006
	Iteration 0F: 3 clusters Score -799873.4 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -804571.937500 Penalty: 874.044006
	Iteration 1F: 3 clusters Score -804571.9 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -805489.812500 Penalty: 874.044006
	Iteration 2F: 3 clusters Score -805489.8 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -806650.625000 Penalty: 874.044006
	Iteration 3F: 3 clusters Score -806650.6 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -807863.312500 Penalty: 874.044006
	Iteration 4F: 3 clusters Score -807863.3 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -808727.812500 Penalty: 874.044006
	Iteration 5F: 3 clusters Score -808727.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -809151.125000 Penalty: 874.044006
	Iteration 6Q: 3 clusters Score -809151.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -809329.812500 Penalty: 874.044006
	Iteration 7Q: 3 clusters Score -809329.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -809402.875000 Penalty: 874.044006
	Iteration 8Q: 3 clusters Score -809402.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -809436.875000 Penalty: 874.044006
	Iteration 9Q: 3 clusters Score -809436.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -809455.250000 Penalty: 874.044006
	Iteration 10Q: 3 clusters Score -809455.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -809468.062500 Penalty: 874.044006
	Iteration 11Q: 3 clusters Score -809468.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -809476.312500 Penalty: 874.044006
	Iteration 12Q: 3 clusters Score -809476.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -809479.687500 Penalty: 874.044006
	Iteration 13Q: 3 clusters Score -809479.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -809485.062500 Penalty: 874.044006
	Iteration 14Q: 3 clusters Score -809485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -809492.000000 Penalty: 874.044006
	Iteration 15Q: 3 clusters Score -809492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -809494.875000 Penalty: 874.044006
	Iteration 16Q: 3 clusters Score -809494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -809497.687500 Penalty: 874.044006
	Iteration 17Q: 3 clusters Score -809497.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -809499.625000 Penalty: 874.044006
	Iteration 18Q: 3 clusters Score -809499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -809499.937500 Penalty: 874.044006
	Iteration 19Q: 3 clusters Score -809499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -809501.937500 Penalty: 874.044006
	Iteration 20F: 3 clusters Score -809501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -809505.125000 Penalty: 874.044006
	Iteration 21Q: 3 clusters Score -809505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -809509.312500 Penalty: 874.044006
	Iteration 22Q: 3 clusters Score -809509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -809511.875000 Penalty: 874.044006
	Iteration 23Q: 3 clusters Score -809511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -809512.687500 Penalty: 874.044006
	Iteration 24Q: 3 clusters Score -809512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -809513.562500 Penalty: 874.044006
	Iteration 25Q: 3 clusters Score -809513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -809513.562500 Penalty: 874.044006
	Iteration 26F: 3 clusters Score -809513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (89427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Entering Unmasked Estep 
Score: -4949046.500000 Penalty: 518.753601
	Iteration 0F: 2 clusters Score -4949046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -4890237.500000 Penalty: 1037.507202
	Iteration 0F: 3 clusters Score -4890238 nChanged 43526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4918574.500000 Penalty: 1037.507202
	Iteration 1F: 3 clusters Score -4918574 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4922046.500000 Penalty: 1037.507202
	Iteration 2F: 3 clusters Score -4922046 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -4927337.500000 Penalty: 1037.507202
	Iteration 3F: 3 clusters Score -4927338 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72481 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4933856.500000 Penalty: 1037.507202
	Iteration 4F: 3 clusters Score -4933856 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4939339.000000 Penalty: 1037.507202
	Iteration 5F: 3 clusters Score -4939339 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -4942555.500000 Penalty: 1037.507202
	Iteration 6Q: 3 clusters Score -4942556 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -4944397.500000 Penalty: 1037.507202
	Iteration 7Q: 3 clusters Score -4944398 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84561 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4945535.500000 Penalty: 1037.507202
	Iteration 8Q: 3 clusters Score -4945536 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4946337.500000 Penalty: 1037.507202
	Iteration 9Q: 3 clusters Score -4946338 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4946978.500000 Penalty: 1037.507202
	Iteration 10Q: 3 clusters Score -4946978 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4947425.000000 Penalty: 1037.507202
	Iteration 11Q: 3 clusters Score -4947425 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87840 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4947766.000000 Penalty: 1037.507202
	Iteration 12Q: 3 clusters Score -4947766 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4947995.000000 Penalty: 1037.507202
	Iteration 13Q: 3 clusters Score -4947995 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88454 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4948173.500000 Penalty: 1037.507202
	Iteration 14Q: 3 clusters Score -4948174 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4948279.000000 Penalty: 1037.507202
	Iteration 15Q: 3 clusters Score -4948279 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4948352.000000 Penalty: 1037.507202
	Iteration 16Q: 3 clusters Score -4948352 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4948409.500000 Penalty: 1037.507202
	Iteration 17Q: 3 clusters Score -4948410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4948451.500000 Penalty: 1037.507202
	Iteration 18Q: 3 clusters Score -4948452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4948478.000000 Penalty: 1037.507202
	Iteration 19Q: 3 clusters Score -4948478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4948505.000000 Penalty: 1037.507202
	Iteration 20F: 3 clusters Score -4948505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4948511.000000 Penalty: 1037.507202
	Iteration 21Q: 3 clusters Score -4948511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4948534.000000 Penalty: 1037.507202
	Iteration 22Q: 3 clusters Score -4948534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4948541.000000 Penalty: 1037.507202
	Iteration 23Q: 3 clusters Score -4948541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4948555.500000 Penalty: 1037.507202
	Iteration 24Q: 3 clusters Score -4948556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4948560.000000 Penalty: 1037.507202
	Iteration 25Q: 3 clusters Score -4948560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4948567.000000 Penalty: 1037.507202
	Iteration 26Q: 3 clusters Score -4948567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4948573.000000 Penalty: 1037.507202
	Iteration 27Q: 3 clusters Score -4948573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89209 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4948578.000000 Penalty: 1037.507202
	Iteration 28Q: 3 clusters Score -4948578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4948586.000000 Penalty: 1037.507202
	Iteration 29Q: 3 clusters Score -4948586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89225 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4948592.000000 Penalty: 1037.507202
	Iteration 30Q: 3 clusters Score -4948592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4948598.000000 Penalty: 1037.507202
	Iteration 31Q: 3 clusters Score -4948598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4948603.000000 Penalty: 1037.507202
	Iteration 32Q: 3 clusters Score -4948603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89248 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4948605.500000 Penalty: 1037.507202
	Iteration 33Q: 3 clusters Score -4948606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4948611.000000 Penalty: 1037.507202
	Iteration 34Q: 3 clusters Score -4948611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4948617.500000 Penalty: 1037.507202
	Iteration 35Q: 3 clusters Score -4948618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4948616.500000 Penalty: 1037.507202
	Iteration 36Q: 3 clusters Score -4948616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89261 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4948615.500000 Penalty: 1037.507202
	Iteration 37Q: 3 clusters Score -4948616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4948617.000000 Penalty: 1037.507202
	Iteration 38Q: 3 clusters Score -4948617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4948617.000000 Penalty: 1037.507202
	Iteration 39F: 3 clusters Score -4948617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -81483.421875 Penalty: 337.527222
	Iteration 0F: 2 clusters Score -81483.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -80256.515625 Penalty: 675.054443
	Iteration 0F: 3 clusters Score -80256.52 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -80648.023438 Penalty: 675.054443
	Iteration 1F: 3 clusters Score -80648.02 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -80701.960938 Penalty: 675.054443
	Iteration 2F: 3 clusters Score -80701.96 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -80751.656250 Penalty: 675.054443
	Iteration 3F: 3 clusters Score -80751.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -80786.359375 Penalty: 675.054443
	Iteration 4Q: 3 clusters Score -80786.36 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -80832.804688 Penalty: 675.054443
	Iteration 5Q: 3 clusters Score -80832.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -80888.140625 Penalty: 675.054443
	Iteration 6Q: 3 clusters Score -80888.14 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80934.101562 Penalty: 675.054443
	Iteration 7Q: 3 clusters Score -80934.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80985.140625 Penalty: 675.054443
	Iteration 8Q: 3 clusters Score -80985.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81022.835938 Penalty: 675.054443
	Iteration 9Q: 3 clusters Score -81022.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81051.992188 Penalty: 675.054443
	Iteration 10Q: 3 clusters Score -81051.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81080.148438 Penalty: 675.054443
	Iteration 11Q: 3 clusters Score -81080.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81097.406250 Penalty: 675.054443
	Iteration 12Q: 3 clusters Score -81097.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81111.312500 Penalty: 675.054443
	Iteration 13Q: 3 clusters Score -81111.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81130.039062 Penalty: 675.054443
	Iteration 14Q: 3 clusters Score -81130.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -81147.000000 Penalty: 675.054443
	Iteration 15Q: 3 clusters Score -81147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -81164.265625 Penalty: 675.054443
	Iteration 16Q: 3 clusters Score -81164.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -81187.960938 Penalty: 675.054443
	Iteration 17Q: 3 clusters Score -81187.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81204.570312 Penalty: 675.054443
	Iteration 18Q: 3 clusters Score -81204.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -81213.398438 Penalty: 675.054443
	Iteration 19Q: 3 clusters Score -81213.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -81218.882812 Penalty: 675.054443
	Iteration 20F: 3 clusters Score -81218.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -81223.562500 Penalty: 675.054443
	Iteration 21Q: 3 clusters Score -81223.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -81233.242188 Penalty: 675.054443
	Iteration 22Q: 3 clusters Score -81233.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -81236.015625 Penalty: 675.054443
	Iteration 23Q: 3 clusters Score -81236.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -81240.468750 Penalty: 675.054443
	Iteration 24Q: 3 clusters Score -81240.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -81242.304688 Penalty: 675.054443
	Iteration 25Q: 3 clusters Score -81242.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -81243.914062 Penalty: 675.054443
	Iteration 26Q: 3 clusters Score -81243.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -81244.453125 Penalty: 675.054443
	Iteration 27Q: 3 clusters Score -81244.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -81247.070312 Penalty: 675.054443
	Iteration 28Q: 3 clusters Score -81247.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -81251.953125 Penalty: 675.054443
	Iteration 29Q: 3 clusters Score -81251.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -81254.843750 Penalty: 675.054443
	Iteration 30Q: 3 clusters Score -81254.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -81255.890625 Penalty: 675.054443
	Iteration 31Q: 3 clusters Score -81255.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -81256.710938 Penalty: 675.054443
	Iteration 32Q: 3 clusters Score -81256.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -81257.117188 Penalty: 675.054443
	Iteration 33Q: 3 clusters Score -81257.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -81257.828125 Penalty: 675.054443
	Iteration 34Q: 3 clusters Score -81257.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -81258.484375 Penalty: 675.054443
	Iteration 35Q: 3 clusters Score -81258.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -81260.234375 Penalty: 675.054443
	Iteration 36Q: 3 clusters Score -81260.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -81260.835938 Penalty: 675.054443
	Iteration 37Q: 3 clusters Score -81260.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -81260.835938 Penalty: 675.054443
	Iteration 38F: 3 clusters Score -81260.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Entering Unmasked Estep 
Score: -948077.000000 Penalty: 446.174805
	Iteration 0F: 2 clusters Score -948077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -935958.562500 Penalty: 892.349609
	Iteration 0F: 3 clusters Score -935958.6 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -940807.437500 Penalty: 892.349609
	Iteration 1F: 3 clusters Score -940807.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -941169.125000 Penalty: 892.349609
	Iteration 2Q: 3 clusters Score -941169.1 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -941800.750000 Penalty: 892.349609
	Iteration 3F: 3 clusters Score -941800.8 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -942785.812500 Penalty: 892.349609
	Iteration 4F: 3 clusters Score -942785.8 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -944038.750000 Penalty: 892.349609
	Iteration 5F: 3 clusters Score -944038.8 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -945215.437500 Penalty: 892.349609
	Iteration 6F: 3 clusters Score -945215.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -946091.250000 Penalty: 892.349609
	Iteration 7F: 3 clusters Score -946091.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -946621.812500 Penalty: 892.349609
	Iteration 8Q: 3 clusters Score -946621.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -947025.375000 Penalty: 892.349609
	Iteration 9Q: 3 clusters Score -947025.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -947273.937500 Penalty: 892.349609
	Iteration 10Q: 3 clusters Score -947273.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -947402.437500 Penalty: 892.349609
	Iteration 11Q: 3 clusters Score -947402.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -947488.625000 Penalty: 892.349609
	Iteration 12Q: 3 clusters Score -947488.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -947559.875000 Penalty: 892.349609
	Iteration 13Q: 3 clusters Score -947559.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -947607.437500 Penalty: 892.349609
	Iteration 14Q: 3 clusters Score -947607.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -947638.375000 Penalty: 892.349609
	Iteration 15Q: 3 clusters Score -947638.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -947654.937500 Penalty: 892.349609
	Iteration 16Q: 3 clusters Score -947654.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -947671.312500 Penalty: 892.349609
	Iteration 17Q: 3 clusters Score -947671.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -947688.687500 Penalty: 892.349609
	Iteration 18Q: 3 clusters Score -947688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -947689.937500 Penalty: 892.349609
	Iteration 19Q: 3 clusters Score -947689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -947689.437500 Penalty: 892.349609
	Iteration 20F: 3 clusters Score -947689.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (119882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119882 members 
Entering Unmasked Estep 
Score: -6492611.000000 Penalty: 532.088989
	Iteration 0F: 2 clusters Score -6492611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 59728 members 
Entering Unmasked Estep 
Score: -6413798.000000 Penalty: 1064.177979
	Iteration 0F: 3 clusters Score -6413798 nChanged 58803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -6449806.000000 Penalty: 1064.177979
	Iteration 1F: 3 clusters Score -6449806 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -6452055.000000 Penalty: 1064.177979
	Iteration 2Q: 3 clusters Score -6452055 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -6455881.000000 Penalty: 1064.177979
	Iteration 3F: 3 clusters Score -6455881 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -6462115.000000 Penalty: 1064.177979
	Iteration 4F: 3 clusters Score -6462115 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -6470087.000000 Penalty: 1064.177979
	Iteration 5F: 3 clusters Score -6470087 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100021 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -6477276.500000 Penalty: 1064.177979
	Iteration 6F: 3 clusters Score -6477276 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -6482423.500000 Penalty: 1064.177979
	Iteration 7Q: 3 clusters Score -6482424 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -6485518.500000 Penalty: 1064.177979
	Iteration 8Q: 3 clusters Score -6485518 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110657 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -6487227.000000 Penalty: 1064.177979
	Iteration 9Q: 3 clusters Score -6487227 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112276 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -6488340.500000 Penalty: 1064.177979
	Iteration 10Q: 3 clusters Score -6488340 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -6489199.500000 Penalty: 1064.177979
	Iteration 11Q: 3 clusters Score -6489200 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114720 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -6489847.500000 Penalty: 1064.177979
	Iteration 12Q: 3 clusters Score -6489848 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115687 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -6490453.500000 Penalty: 1064.177979
	Iteration 13Q: 3 clusters Score -6490454 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116458 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -6490852.500000 Penalty: 1064.177979
	Iteration 14Q: 3 clusters Score -6490852 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -6491169.000000 Penalty: 1064.177979
	Iteration 15Q: 3 clusters Score -6491169 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117583 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6491434.000000 Penalty: 1064.177979
	Iteration 16Q: 3 clusters Score -6491434 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117979 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6491629.000000 Penalty: 1064.177979
	Iteration 17Q: 3 clusters Score -6491629 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118283 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6491765.000000 Penalty: 1064.177979
	Iteration 18Q: 3 clusters Score -6491765 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118521 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6491879.500000 Penalty: 1064.177979
	Iteration 19Q: 3 clusters Score -6491880 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118709 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6491963.500000 Penalty: 1064.177979
	Iteration 20F: 3 clusters Score -6491964 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118844 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6492020.000000 Penalty: 1064.177979
	Iteration 21Q: 3 clusters Score -6492020 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118947 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6492059.500000 Penalty: 1064.177979
	Iteration 22Q: 3 clusters Score -6492060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6492064.000000 Penalty: 1064.177979
	Iteration 23Q: 3 clusters Score -6492064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119083 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6492074.500000 Penalty: 1064.177979
	Iteration 24Q: 3 clusters Score -6492074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119127 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6492091.000000 Penalty: 1064.177979
	Iteration 25Q: 3 clusters Score -6492091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119170 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6492094.000000 Penalty: 1064.177979
	Iteration 26Q: 3 clusters Score -6492094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119211 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6492099.000000 Penalty: 1064.177979
	Iteration 27Q: 3 clusters Score -6492099 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119252 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6492101.000000 Penalty: 1064.177979
	Iteration 28Q: 3 clusters Score -6492101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119287 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6492111.500000 Penalty: 1064.177979
	Iteration 29Q: 3 clusters Score -6492112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119311 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6492106.000000 Penalty: 1064.177979
	Iteration 30Q: 3 clusters Score -6492106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6492107.000000 Penalty: 1064.177979
	Iteration 31Q: 3 clusters Score -6492107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119350 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6492116.500000 Penalty: 1064.177979
	Iteration 32Q: 3 clusters Score -6492116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119360 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6492123.500000 Penalty: 1064.177979
	Iteration 33Q: 3 clusters Score -6492124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119371 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6492127.000000 Penalty: 1064.177979
	Iteration 34Q: 3 clusters Score -6492127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119386 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6492124.500000 Penalty: 1064.177979
	Iteration 35Q: 3 clusters Score -6492124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6492134.000000 Penalty: 1064.177979
	Iteration 36Q: 3 clusters Score -6492134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6492132.500000 Penalty: 1064.177979
	Iteration 37Q: 3 clusters Score -6492132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119422 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6492143.000000 Penalty: 1064.177979
	Iteration 38Q: 3 clusters Score -6492143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119435 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6492148.000000 Penalty: 1064.177979
	Iteration 39Q: 3 clusters Score -6492148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119441 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6492152.500000 Penalty: 1064.177979
	Iteration 40F: 3 clusters Score -6492152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6492154.000000 Penalty: 1064.177979
	Iteration 41Q: 3 clusters Score -6492154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6492161.000000 Penalty: 1064.177979
	Iteration 42Q: 3 clusters Score -6492161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6492159.000000 Penalty: 1064.177979
	Iteration 43Q: 3 clusters Score -6492159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119468 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6492157.000000 Penalty: 1064.177979
	Iteration 44Q: 3 clusters Score -6492157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6492158.000000 Penalty: 1064.177979
	Iteration 45Q: 3 clusters Score -6492158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119475 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6492157.000000 Penalty: 1064.177979
	Iteration 46Q: 3 clusters Score -6492157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119483 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6492163.500000 Penalty: 1064.177979
	Iteration 47Q: 3 clusters Score -6492164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119489 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6492170.500000 Penalty: 1064.177979
	Iteration 48Q: 3 clusters Score -6492170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119494 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6492175.000000 Penalty: 1064.177979
	Iteration 49Q: 3 clusters Score -6492175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119498 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6492169.000000 Penalty: 1064.177979
	Iteration 50Q: 3 clusters Score -6492169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119501 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6492171.500000 Penalty: 1064.177979
	Iteration 51Q: 3 clusters Score -6492172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119504 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6492170.000000 Penalty: 1064.177979
	Iteration 52Q: 3 clusters Score -6492170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119507 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6492168.500000 Penalty: 1064.177979
	Iteration 53Q: 3 clusters Score -6492168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119512 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6492173.500000 Penalty: 1064.177979
	Iteration 54Q: 3 clusters Score -6492174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119514 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6492170.500000 Penalty: 1064.177979
	Iteration 55Q: 3 clusters Score -6492170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119516 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6492166.500000 Penalty: 1064.177979
	Iteration 56Q: 3 clusters Score -6492166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6492174.000000 Penalty: 1064.177979
	Iteration 57Q: 3 clusters Score -6492174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6492174.000000 Penalty: 1064.177979
	Iteration 58Q: 3 clusters Score -6492174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119522 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6492175.000000 Penalty: 1064.177979
	Iteration 59Q: 3 clusters Score -6492175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6492176.000000 Penalty: 1064.177979
	Iteration 60F: 3 clusters Score -6492176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119523 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6492173.500000 Penalty: 1064.177979
	Iteration 61Q: 3 clusters Score -6492174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119525 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6492173.500000 Penalty: 1064.177979
	Iteration 62Q: 3 clusters Score -6492174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119525 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6492173.500000 Penalty: 1064.177979
	Iteration 63F: 3 clusters Score -6492174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (87805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87805 members 
Entering Unmasked Estep 
Score: -4768287.500000 Penalty: 517.920776
	Iteration 0F: 2 clusters Score -4768288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -4709820.000000 Penalty: 1035.841553
	Iteration 0F: 3 clusters Score -4709820 nChanged 42804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -4734555.000000 Penalty: 1035.841553
	Iteration 1F: 3 clusters Score -4734555 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -4735079.500000 Penalty: 1035.841553
	Iteration 2Q: 3 clusters Score -4735080 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -4735716.000000 Penalty: 1035.841553
	Iteration 3Q: 3 clusters Score -4735716 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -4736524.500000 Penalty: 1035.841553
	Iteration 4Q: 3 clusters Score -4736524 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -4737689.500000 Penalty: 1035.841553
	Iteration 5Q: 3 clusters Score -4737690 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -4739271.000000 Penalty: 1035.841553
	Iteration 6Q: 3 clusters Score -4739271 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -4741684.500000 Penalty: 1035.841553
	Iteration 7Q: 3 clusters Score -4741684 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -4745016.000000 Penalty: 1035.841553
	Iteration 8F: 3 clusters Score -4745016 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
Score: -4748951.500000 Penalty: 1035.841553
	Iteration 9F: 3 clusters Score -4748952 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -4753121.000000 Penalty: 1035.841553
	Iteration 10F: 3 clusters Score -4753121 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -4756698.500000 Penalty: 1035.841553
	Iteration 11F: 3 clusters Score -4756698 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 69279 members 
Entering Unmasked Estep 
Score: -4759431.500000 Penalty: 1035.841553
	Iteration 12Q: 3 clusters Score -4759432 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -4761342.500000 Penalty: 1035.841553
	Iteration 13Q: 3 clusters Score -4761342 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -4762625.000000 Penalty: 1035.841553
	Iteration 14Q: 3 clusters Score -4762625 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -4763514.500000 Penalty: 1035.841553
	Iteration 15Q: 3 clusters Score -4763514 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -4764221.500000 Penalty: 1035.841553
	Iteration 16Q: 3 clusters Score -4764222 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 74830 members 
Entering Unmasked Estep 
Score: -4764783.000000 Penalty: 1035.841553
	Iteration 17Q: 3 clusters Score -4764783 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -4765233.500000 Penalty: 1035.841553
	Iteration 18Q: 3 clusters Score -4765234 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -4765596.000000 Penalty: 1035.841553
	Iteration 19Q: 3 clusters Score -4765596 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -4765846.500000 Penalty: 1035.841553
	Iteration 20F: 3 clusters Score -4765846 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -4766083.500000 Penalty: 1035.841553
	Iteration 21Q: 3 clusters Score -4766084 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -4766255.000000 Penalty: 1035.841553
	Iteration 22Q: 3 clusters Score -4766255 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -4766450.500000 Penalty: 1035.841553
	Iteration 23Q: 3 clusters Score -4766450 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -4766587.500000 Penalty: 1035.841553
	Iteration 24Q: 3 clusters Score -4766588 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -4766695.500000 Penalty: 1035.841553
	Iteration 25Q: 3 clusters Score -4766696 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -4766806.000000 Penalty: 1035.841553
	Iteration 26Q: 3 clusters Score -4766806 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -4766905.000000 Penalty: 1035.841553
	Iteration 27Q: 3 clusters Score -4766905 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -4767003.000000 Penalty: 1035.841553
	Iteration 28Q: 3 clusters Score -4767003 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -4767092.500000 Penalty: 1035.841553
	Iteration 29Q: 3 clusters Score -4767092 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -4767166.500000 Penalty: 1035.841553
	Iteration 30Q: 3 clusters Score -4767166 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -4767244.000000 Penalty: 1035.841553
	Iteration 31Q: 3 clusters Score -4767244 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -4767320.500000 Penalty: 1035.841553
	Iteration 32Q: 3 clusters Score -4767320 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -4767381.500000 Penalty: 1035.841553
	Iteration 33Q: 3 clusters Score -4767382 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -4767448.500000 Penalty: 1035.841553
	Iteration 34Q: 3 clusters Score -4767448 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -4767524.000000 Penalty: 1035.841553
	Iteration 35Q: 3 clusters Score -4767524 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -4767592.500000 Penalty: 1035.841553
	Iteration 36Q: 3 clusters Score -4767592 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -4767646.500000 Penalty: 1035.841553
	Iteration 37Q: 3 clusters Score -4767646 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 82668 members 
Entering Unmasked Estep 
Score: -4767675.500000 Penalty: 1035.841553
	Iteration 38Q: 3 clusters Score -4767676 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -4767714.000000 Penalty: 1035.841553
	Iteration 39Q: 3 clusters Score -4767714 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -4767733.000000 Penalty: 1035.841553
	Iteration 40F: 3 clusters Score -4767733 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 83335 members 
Entering Unmasked Estep 
Score: -4767753.000000 Penalty: 1035.841553
	Iteration 41Q: 3 clusters Score -4767753 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -4767779.500000 Penalty: 1035.841553
	Iteration 42Q: 3 clusters Score -4767780 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 83749 members 
Entering Unmasked Estep 
Score: -4767789.500000 Penalty: 1035.841553
	Iteration 43Q: 3 clusters Score -4767790 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -4767800.000000 Penalty: 1035.841553
	Iteration 44Q: 3 clusters Score -4767800 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -4767802.500000 Penalty: 1035.841553
	Iteration 45Q: 3 clusters Score -4767802 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 84246 members 
Entering Unmasked Estep 
Score: -4767813.000000 Penalty: 1035.841553
	Iteration 46Q: 3 clusters Score -4767813 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 84384 members 
Entering Unmasked Estep 
Score: -4767819.000000 Penalty: 1035.841553
	Iteration 47Q: 3 clusters Score -4767819 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -4767841.500000 Penalty: 1035.841553
	Iteration 48Q: 3 clusters Score -4767842 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -4767852.000000 Penalty: 1035.841553
	Iteration 49Q: 3 clusters Score -4767852 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4767855 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4767853 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4767852 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4767856 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4767870 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 85213 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4767870 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 85300 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4767871 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4767888 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4767896 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 85555 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4767909 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4767913 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 85699 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4767919 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4767922 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4767930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -4767928.000000 Penalty: 1035.841553
	Iteration 64Q: 3 clusters Score -4767928 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 85883 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4767929 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4767926 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4767928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4767934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 86013 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4767936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 86051 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4767934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 86082 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4767935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 86120 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4767940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4767936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4767930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 86234 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4767944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4767948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4767944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4767948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4767955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 86394 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4767950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4767944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 86459 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4767948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4767940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4767944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4767946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -4767951.500000 Penalty: 1035.841553
	Iteration 86Q: 3 clusters Score -4767952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4767950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4767946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -4767945.500000 Penalty: 1035.841553
	Iteration 89Q: 3 clusters Score -4767946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4767942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4767948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4767948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 86710 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4767940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4767948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4767954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 86756 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4767960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4767960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4767954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 86782 members 
Entering Unmasked Estep 
Score: -4767961.000000 Penalty: 1035.841553
	Iteration 99Q: 3 clusters Score -4767961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -4767958.000000 Penalty: 1035.841553
	Iteration 100F: 3 clusters Score -4767958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -4767965.500000 Penalty: 1035.841553
	Iteration 101Q: 3 clusters Score -4767966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4767966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4767966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -4767964.000000 Penalty: 1035.841553
	Iteration 104Q: 3 clusters Score -4767964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4767959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4767967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 86860 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4767969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 86871 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4767968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4767964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4767960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4767958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
Score: -4767960.000000 Penalty: 1035.841553
	Iteration 112Q: 3 clusters Score -4767960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 86902 members 
Entering Unmasked Estep 
Score: -4767964.500000 Penalty: 1035.841553
	Iteration 113Q: 3 clusters Score -4767964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 86907 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4767965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -4767966.000000 Penalty: 1035.841553
	Iteration 115Q: 3 clusters Score -4767966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -4767963.000000 Penalty: 1035.841553
	Iteration 116Q: 3 clusters Score -4767963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 86921 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4767961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 86927 members 
Entering Unmasked Estep 
Score: -4767962.500000 Penalty: 1035.841553
	Iteration 118Q: 3 clusters Score -4767962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4767963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4767967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 86945 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4767964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4767964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 86951 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4767966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4767964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 86961 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4767962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4767963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 86964 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4767968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 86967 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4767966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 86968 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4767966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 86969 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4767964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 86970 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4767966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4767960 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
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	Iteration 133F: 3 clusters Score -4767960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -70902.281250 Penalty: 327.038422
	Iteration 0F: 2 clusters Score -70902.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -69918.78 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -70347.41 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -70498.94 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70599.421875 Penalty: 654.076843
	Iteration 3F: 3 clusters Score -70599.42 nChanged 62
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: -70651.664062 Penalty: 654.076843
	Iteration 4Q: 3 clusters Score -70651.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70695.796875 Penalty: 654.076843
	Iteration 5Q: 3 clusters Score -70695.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70725.085938 Penalty: 654.076843
	Iteration 6Q: 3 clusters Score -70725.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70739.960938 Penalty: 654.076843
	Iteration 7Q: 3 clusters Score -70739.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70749.445312 Penalty: 654.076843
	Iteration 8Q: 3 clusters Score -70749.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70757.718750 Penalty: 654.076843
	Iteration 9Q: 3 clusters Score -70757.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70765.015625 Penalty: 654.076843
	Iteration 10Q: 3 clusters Score -70765.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70768.335938 Penalty: 654.076843
	Iteration 11Q: 3 clusters Score -70768.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70769.492188 Penalty: 654.076843
	Iteration 12Q: 3 clusters Score -70769.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -70770.273438 Penalty: 654.076843
	Iteration 13Q: 3 clusters Score -70770.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70770.367188 Penalty: 654.076843
	Iteration 14Q: 3 clusters Score -70770.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70770.367188 Penalty: 654.076843
	Iteration 15F: 3 clusters Score -70770.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Entering Unmasked Estep 
Score: -1473769.750000 Penalty: 467.152557
	Iteration 0F: 2 clusters Score -1473770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1454530.750000 Penalty: 934.305115
	Iteration 0F: 3 clusters Score -1454531 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1462567.125000 Penalty: 934.305115
	Iteration 1F: 3 clusters Score -1462567 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1462903.000000 Penalty: 934.305115
	Iteration 2Q: 3 clusters Score -1462903 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1463361.500000 Penalty: 934.305115
	Iteration 3Q: 3 clusters Score -1463362 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1464122.125000 Penalty: 934.305115
	Iteration 4Q: 3 clusters Score -1464122 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1465312.375000 Penalty: 934.305115
	Iteration 5F: 3 clusters Score -1465312 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1466777.000000 Penalty: 934.305115
	Iteration 6F: 3 clusters Score -1466777 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1467768.625000 Penalty: 934.305115
	Iteration 7F: 3 clusters Score -1467769 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1468086.625000 Penalty: 934.305115
	Iteration 8Q: 3 clusters Score -1468087 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1468158.375000 Penalty: 934.305115
	Iteration 9Q: 3 clusters Score -1468158 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1468202.000000 Penalty: 934.305115
	Iteration 10Q: 3 clusters Score -1468202 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1468227.625000 Penalty: 934.305115
	Iteration 11Q: 3 clusters Score -1468228 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1468271.125000 Penalty: 934.305115
	Iteration 12Q: 3 clusters Score -1468271 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1468333.000000 Penalty: 934.305115
	Iteration 13Q: 3 clusters Score -1468333 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1468417.625000 Penalty: 934.305115
	Iteration 14Q: 3 clusters Score -1468418 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1468532.875000 Penalty: 934.305115
	Iteration 15Q: 3 clusters Score -1468533 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1468683.750000 Penalty: 934.305115
	Iteration 16Q: 3 clusters Score -1468684 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1468888.375000 Penalty: 934.305115
	Iteration 17Q: 3 clusters Score -1468888 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1469112.500000 Penalty: 934.305115
	Iteration 18Q: 3 clusters Score -1469112 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1469440.125000 Penalty: 934.305115
	Iteration 19Q: 3 clusters Score -1469440 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1469860.000000 Penalty: 934.305115
	Iteration 20F: 3 clusters Score -1469860 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1470411.500000 Penalty: 934.305115
	Iteration 21Q: 3 clusters Score -1470412 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1471022.875000 Penalty: 934.305115
	Iteration 22Q: 3 clusters Score -1471023 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1471578.125000 Penalty: 934.305115
	Iteration 23Q: 3 clusters Score -1471578 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1472154.000000 Penalty: 934.305115
	Iteration 24Q: 3 clusters Score -1472154 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1472685.750000 Penalty: 934.305115
	Iteration 25Q: 3 clusters Score -1472686 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1473122.500000 Penalty: 934.305115
	Iteration 26Q: 3 clusters Score -1473122 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1473386.000000 Penalty: 934.305115
	Iteration 27Q: 3 clusters Score -1473386 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1473508.875000 Penalty: 934.305115
	Iteration 28Q: 3 clusters Score -1473509 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1473562.750000 Penalty: 934.305115
	Iteration 29Q: 3 clusters Score -1473563 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1473586.250000 Penalty: 934.305115
	Iteration 30Q: 3 clusters Score -1473586 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1473608.625000 Penalty: 934.305115
	Iteration 31Q: 3 clusters Score -1473609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1473621.125000 Penalty: 934.305115
	Iteration 32Q: 3 clusters Score -1473621 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1473624.625000 Penalty: 934.305115
	Iteration 33Q: 3 clusters Score -1473625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1473626.750000 Penalty: 934.305115
	Iteration 34Q: 3 clusters Score -1473627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1473625.250000 Penalty: 934.305115
	Iteration 35Q: 3 clusters Score -1473625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1473631.500000 Penalty: 934.305115
	Iteration 36Q: 3 clusters Score -1473632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1473630.875000 Penalty: 934.305115
	Iteration 37Q: 3 clusters Score -1473631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1473633.250000 Penalty: 934.305115
	Iteration 38Q: 3 clusters Score -1473633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1473631.750000 Penalty: 934.305115
	Iteration 39Q: 3 clusters Score -1473632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1473651.000000 Penalty: 934.305115
	Iteration 40F: 3 clusters Score -1473651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1473656.000000 Penalty: 934.305115
	Iteration 41Q: 3 clusters Score -1473656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1473657.500000 Penalty: 934.305115
	Iteration 42Q: 3 clusters Score -1473658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1473653.500000 Penalty: 934.305115
	Iteration 43Q: 3 clusters Score -1473654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1473657.625000 Penalty: 934.305115
	Iteration 44Q: 3 clusters Score -1473658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1473656.625000 Penalty: 934.305115
	Iteration 45Q: 3 clusters Score -1473657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1473656.000000 Penalty: 934.305115
	Iteration 46Q: 3 clusters Score -1473656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1473659.125000 Penalty: 934.305115
	Iteration 47Q: 3 clusters Score -1473659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1473659.500000 Penalty: 934.305115
	Iteration 48Q: 3 clusters Score -1473660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1473658.875000 Penalty: 934.305115
	Iteration 49Q: 3 clusters Score -1473659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1473659.500000 Penalty: 934.305115
	Iteration 50Q: 3 clusters Score -1473660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1473658.500000 Penalty: 934.305115
	Iteration 51Q: 3 clusters Score -1473658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1473659.750000 Penalty: 934.305115
	Iteration 52Q: 3 clusters Score -1473660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1473659.375000 Penalty: 934.305115
	Iteration 53Q: 3 clusters Score -1473659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1473658.875000 Penalty: 934.305115
	Iteration 54Q: 3 clusters Score -1473659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1473658.750000 Penalty: 934.305115
	Iteration 55Q: 3 clusters Score -1473659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1473659.250000 Penalty: 934.305115
	Iteration 56Q: 3 clusters Score -1473659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1473658.375000 Penalty: 934.305115
	Iteration 57Q: 3 clusters Score -1473658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1473658.250000 Penalty: 934.305115
	Iteration 58Q: 3 clusters Score -1473658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1473654.750000 Penalty: 934.305115
	Iteration 59Q: 3 clusters Score -1473655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1473656.125000 Penalty: 934.305115
	Iteration 60F: 3 clusters Score -1473656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1473656.750000 Penalty: 934.305115
	Iteration 61Q: 3 clusters Score -1473657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1473656.625000 Penalty: 934.305115
	Iteration 62Q: 3 clusters Score -1473657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1473656.625000 Penalty: 934.305115
	Iteration 63F: 3 clusters Score -1473657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Entering Unmasked Estep 
Score: -1057398.375000 Penalty: 448.178955
	Iteration 0F: 2 clusters Score -1057398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1045018.187500 Penalty: 896.357910
	Iteration 0F: 3 clusters Score -1045018 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1050036.625000 Penalty: 896.357910
	Iteration 1F: 3 clusters Score -1050037 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1050400.500000 Penalty: 896.357910
	Iteration 2Q: 3 clusters Score -1050400 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1051048.000000 Penalty: 896.357910
	Iteration 3F: 3 clusters Score -1051048 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1052144.375000 Penalty: 896.357910
	Iteration 4F: 3 clusters Score -1052144 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1053799.625000 Penalty: 896.357910
	Iteration 5F: 3 clusters Score -1053800 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1055478.875000 Penalty: 896.357910
	Iteration 6F: 3 clusters Score -1055479 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1056526.250000 Penalty: 896.357910
	Iteration 7F: 3 clusters Score -1056526 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1056867.750000 Penalty: 896.357910
	Iteration 8Q: 3 clusters Score -1056868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1056962.125000 Penalty: 896.357910
	Iteration 9Q: 3 clusters Score -1056962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1056982.875000 Penalty: 896.357910
	Iteration 10Q: 3 clusters Score -1056983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1056989.125000 Penalty: 896.357910
	Iteration 11Q: 3 clusters Score -1056989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1056995.875000 Penalty: 896.357910
	Iteration 12Q: 3 clusters Score -1056996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1057002.875000 Penalty: 896.357910
	Iteration 13Q: 3 clusters Score -1057003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1057004.250000 Penalty: 896.357910
	Iteration 14Q: 3 clusters Score -1057004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -1057008.125000 Penalty: 896.357910
	Iteration 15Q: 3 clusters Score -1057008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -1057014.125000 Penalty: 896.357910
	Iteration 16Q: 3 clusters Score -1057014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -1057015.625000 Penalty: 896.357910
	Iteration 17Q: 3 clusters Score -1057016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1057017.875000 Penalty: 896.357910
	Iteration 18Q: 3 clusters Score -1057018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -1057017.875000 Penalty: 896.357910
	Iteration 19F: 3 clusters Score -1057018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (98 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Entering Unmasked Estep 
Score: -3589.419678 Penalty: 208.616028
	Iteration 0F: 2 clusters Score -3589.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3423.681396 Penalty: 417.232056
	Iteration 0F: 3 clusters Score -3423.681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3508.504150 Penalty: 417.232056
	Iteration 1F: 3 clusters Score -3508.504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3526.300293 Penalty: 417.232056
	Iteration 2F: 3 clusters Score -3526.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -3536.652588 Penalty: 417.232056
	Iteration 3Q: 3 clusters Score -3536.653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -3536.652588 Penalty: 417.232056
	Iteration 4F: 3 clusters Score -3536.653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (160358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160358 members 
Entering Unmasked Estep 
Score: -8503998.000000 Penalty: 545.324951
	Iteration 0F: 2 clusters Score -8503998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -8409455.000000 Penalty: 1090.649902
	Iteration 0F: 3 clusters Score -8409455 nChanged 78563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75747 members 
Mstep: Class 2 contains 84611 members 
Entering Unmasked Estep 
Score: -8457828.000000 Penalty: 1090.649902
	Iteration 1F: 3 clusters Score -8457828 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -8460201.000000 Penalty: 1090.649902
	Iteration 2Q: 3 clusters Score -8460201 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71872 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -8464563.000000 Penalty: 1090.649902
	Iteration 3F: 3 clusters Score -8464563 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -8471182.000000 Penalty: 1090.649902
	Iteration 4F: 3 clusters Score -8471182 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 91232 members 
Entering Unmasked Estep 
Score: -8479822.000000 Penalty: 1090.649902
	Iteration 5F: 3 clusters Score -8479822 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70227 members 
Mstep: Class 2 contains 90131 members 
Entering Unmasked Estep 
Score: -8486616.000000 Penalty: 1090.649902
	Iteration 6F: 3 clusters Score -8486616 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -8489378.000000 Penalty: 1090.649902
	Iteration 7F: 3 clusters Score -8489378 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -8490450.000000 Penalty: 1090.649902
	Iteration 8Q: 3 clusters Score -8490450 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -8491177.000000 Penalty: 1090.649902
	Iteration 9Q: 3 clusters Score -8491177 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 79793 members 
Entering Unmasked Estep 
Score: -8491604.000000 Penalty: 1090.649902
	Iteration 10Q: 3 clusters Score -8491604 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -8491896.000000 Penalty: 1090.649902
	Iteration 11Q: 3 clusters Score -8491896 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 74922 members 
Entering Unmasked Estep 
Score: -8491914.000000 Penalty: 1090.649902
	Iteration 12Q: 3 clusters Score -8491914 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87583 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -8492102.000000 Penalty: 1090.649902
	Iteration 13Q: 3 clusters Score -8492102 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89867 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -8492354.000000 Penalty: 1090.649902
	Iteration 14Q: 3 clusters Score -8492354 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92310 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -8492704.000000 Penalty: 1090.649902
	Iteration 15Q: 3 clusters Score -8492704 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -8492996.000000 Penalty: 1090.649902
	Iteration 16Q: 3 clusters Score -8492996 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -8493337.000000 Penalty: 1090.649902
	Iteration 17Q: 3 clusters Score -8493337 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100224 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -8493707.000000 Penalty: 1090.649902
	Iteration 18Q: 3 clusters Score -8493707 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103036 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -8494154.000000 Penalty: 1090.649902
	Iteration 19Q: 3 clusters Score -8494154 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105948 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -8494469.000000 Penalty: 1090.649902
	Iteration 20F: 3 clusters Score -8494469 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -8494892.000000 Penalty: 1090.649902
	Iteration 21Q: 3 clusters Score -8494892 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111795 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -8495193.000000 Penalty: 1090.649902
	Iteration 22Q: 3 clusters Score -8495193 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114769 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -8495468.000000 Penalty: 1090.649902
	Iteration 23Q: 3 clusters Score -8495468 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117669 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8495602.000000 Penalty: 1090.649902
	Iteration 24Q: 3 clusters Score -8495602 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120459 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -8495754.000000 Penalty: 1090.649902
	Iteration 25Q: 3 clusters Score -8495754 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123071 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -8495901.000000 Penalty: 1090.649902
	Iteration 26Q: 3 clusters Score -8495901 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125412 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -8495958.000000 Penalty: 1090.649902
	Iteration 27Q: 3 clusters Score -8495958 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127687 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -8496073.000000 Penalty: 1090.649902
	Iteration 28Q: 3 clusters Score -8496073 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129913 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -8496163.000000 Penalty: 1090.649902
	Iteration 29Q: 3 clusters Score -8496163 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131986 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -8496264.000000 Penalty: 1090.649902
	Iteration 30Q: 3 clusters Score -8496264 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134034 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -8496372.000000 Penalty: 1090.649902
	Iteration 31Q: 3 clusters Score -8496372 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135951 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -8496671.000000 Penalty: 1090.649902
	Iteration 32Q: 3 clusters Score -8496671 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137864 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -8496938.000000 Penalty: 1090.649902
	Iteration 33Q: 3 clusters Score -8496938 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139742 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8497242.000000 Penalty: 1090.649902
	Iteration 34Q: 3 clusters Score -8497242 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141607 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -8497391.000000 Penalty: 1090.649902
	Iteration 35Q: 3 clusters Score -8497391 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143393 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -8497573.000000 Penalty: 1090.649902
	Iteration 36Q: 3 clusters Score -8497573 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145189 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -8497729.000000 Penalty: 1090.649902
	Iteration 37Q: 3 clusters Score -8497729 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146887 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -8497752.000000 Penalty: 1090.649902
	Iteration 38Q: 3 clusters Score -8497752 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148541 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -8497850.000000 Penalty: 1090.649902
	Iteration 39Q: 3 clusters Score -8497850 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150124 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -8498883.000000 Penalty: 1090.649902
	Iteration 40F: 3 clusters Score -8498883 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151721 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -8499896.000000 Penalty: 1090.649902
	Iteration 41Q: 3 clusters Score -8499896 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153018 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -8500484.000000 Penalty: 1090.649902
	Iteration 42Q: 3 clusters Score -8500484 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154084 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -8501019.000000 Penalty: 1090.649902
	Iteration 43Q: 3 clusters Score -8501019 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154979 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -8501478.000000 Penalty: 1090.649902
	Iteration 44Q: 3 clusters Score -8501478 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155684 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -8501749.000000 Penalty: 1090.649902
	Iteration 45Q: 3 clusters Score -8501749 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8501951.000000 Penalty: 1090.649902
	Iteration 46Q: 3 clusters Score -8501951 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156749 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8502152.000000 Penalty: 1090.649902
	Iteration 47Q: 3 clusters Score -8502152 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -8502313.000000 Penalty: 1090.649902
	Iteration 48Q: 3 clusters Score -8502313 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157496 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -8502449.000000 Penalty: 1090.649902
	Iteration 49Q: 3 clusters Score -8502449 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157793 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8502601.000000 Penalty: 1090.649902
	Iteration 50Q: 3 clusters Score -8502601 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158044 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8502718.000000 Penalty: 1090.649902
	Iteration 51Q: 3 clusters Score -8502718 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158257 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8502819.000000 Penalty: 1090.649902
	Iteration 52Q: 3 clusters Score -8502819 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158426 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8502930.000000 Penalty: 1090.649902
	Iteration 53Q: 3 clusters Score -8502930 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158574 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8503000.000000 Penalty: 1090.649902
	Iteration 54Q: 3 clusters Score -8503000 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158720 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8503088.000000 Penalty: 1090.649902
	Iteration 55Q: 3 clusters Score -8503088 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158848 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8503142.000000 Penalty: 1090.649902
	Iteration 56Q: 3 clusters Score -8503142 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158940 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8503186.000000 Penalty: 1090.649902
	Iteration 57Q: 3 clusters Score -8503186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159014 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8503224.000000 Penalty: 1090.649902
	Iteration 58Q: 3 clusters Score -8503224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159086 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8503257.000000 Penalty: 1090.649902
	Iteration 59Q: 3 clusters Score -8503257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8503285.000000 Penalty: 1090.649902
	Iteration 60F: 3 clusters Score -8503285 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159187 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8503310.000000 Penalty: 1090.649902
	Iteration 61Q: 3 clusters Score -8503310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159236 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8503327.000000 Penalty: 1090.649902
	Iteration 62Q: 3 clusters Score -8503327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159264 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8503342.000000 Penalty: 1090.649902
	Iteration 63Q: 3 clusters Score -8503342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159288 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8503357.000000 Penalty: 1090.649902
	Iteration 64Q: 3 clusters Score -8503357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159313 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8503365.000000 Penalty: 1090.649902
	Iteration 65Q: 3 clusters Score -8503365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159344 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8503392.000000 Penalty: 1090.649902
	Iteration 66Q: 3 clusters Score -8503392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8503419.000000 Penalty: 1090.649902
	Iteration 67Q: 3 clusters Score -8503419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159377 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8503438.000000 Penalty: 1090.649902
	Iteration 68Q: 3 clusters Score -8503438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159390 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8503457.000000 Penalty: 1090.649902
	Iteration 69Q: 3 clusters Score -8503457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159409 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8503454.000000 Penalty: 1090.649902
	Iteration 70Q: 3 clusters Score -8503454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159429 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8503481.000000 Penalty: 1090.649902
	Iteration 71Q: 3 clusters Score -8503481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159447 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8503483.000000 Penalty: 1090.649902
	Iteration 72Q: 3 clusters Score -8503483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159461 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8503489.000000 Penalty: 1090.649902
	Iteration 73Q: 3 clusters Score -8503489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159464 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8503494.000000 Penalty: 1090.649902
	Iteration 74Q: 3 clusters Score -8503494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159467 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8503500.000000 Penalty: 1090.649902
	Iteration 75Q: 3 clusters Score -8503500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159473 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8503507.000000 Penalty: 1090.649902
	Iteration 76Q: 3 clusters Score -8503507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159475 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8503504.000000 Penalty: 1090.649902
	Iteration 77Q: 3 clusters Score -8503504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8503506.000000 Penalty: 1090.649902
	Iteration 78Q: 3 clusters Score -8503506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159480 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8503506.000000 Penalty: 1090.649902
	Iteration 79Q: 3 clusters Score -8503506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159483 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8503504.000000 Penalty: 1090.649902
	Iteration 80F: 3 clusters Score -8503504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159484 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8503504.000000 Penalty: 1090.649902
	Iteration 81Q: 3 clusters Score -8503504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159482 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8503507.000000 Penalty: 1090.649902
	Iteration 82Q: 3 clusters Score -8503507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8503505.000000 Penalty: 1090.649902
	Iteration 83Q: 3 clusters Score -8503505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159478 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8503506.000000 Penalty: 1090.649902
	Iteration 84Q: 3 clusters Score -8503506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159478 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8503506.000000 Penalty: 1090.649902
	Iteration 85F: 3 clusters Score -8503506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (82270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Entering Unmasked Estep 
Score: -4526605.500000 Penalty: 514.958130
	Iteration 0F: 2 clusters Score -4526606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -4471693.500000 Penalty: 1029.916260
	Iteration 0F: 3 clusters Score -4471694 nChanged 40059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4496496.500000 Penalty: 1029.916260
	Iteration 1F: 3 clusters Score -4496496 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4498181.500000 Penalty: 1029.916260
	Iteration 2Q: 3 clusters Score -4498182 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4501005.000000 Penalty: 1029.916260
	Iteration 3F: 3 clusters Score -4501005 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4505202.000000 Penalty: 1029.916260
	Iteration 4F: 3 clusters Score -4505202 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -4510164.000000 Penalty: 1029.916260
	Iteration 5F: 3 clusters Score -4510164 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -4513361.500000 Penalty: 1029.916260
	Iteration 6F: 3 clusters Score -4513362 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -4514993.500000 Penalty: 1029.916260
	Iteration 7Q: 3 clusters Score -4514994 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -4516139.000000 Penalty: 1029.916260
	Iteration 8Q: 3 clusters Score -4516139 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -4517350.500000 Penalty: 1029.916260
	Iteration 9Q: 3 clusters Score -4517350 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -4518672.000000 Penalty: 1029.916260
	Iteration 10Q: 3 clusters Score -4518672 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4520117.000000 Penalty: 1029.916260
	Iteration 11Q: 3 clusters Score -4520117 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -4521603.500000 Penalty: 1029.916260
	Iteration 12Q: 3 clusters Score -4521604 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4522961.500000 Penalty: 1029.916260
	Iteration 13Q: 3 clusters Score -4522962 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -4524054.500000 Penalty: 1029.916260
	Iteration 14Q: 3 clusters Score -4524054 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -4524731.000000 Penalty: 1029.916260
	Iteration 15Q: 3 clusters Score -4524731 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -4525146.500000 Penalty: 1029.916260
	Iteration 16Q: 3 clusters Score -4525146 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -4525350.000000 Penalty: 1029.916260
	Iteration 17Q: 3 clusters Score -4525350 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -4525488.000000 Penalty: 1029.916260
	Iteration 18Q: 3 clusters Score -4525488 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -4525561.500000 Penalty: 1029.916260
	Iteration 19Q: 3 clusters Score -4525562 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -4525752.500000 Penalty: 1029.916260
	Iteration 20F: 3 clusters Score -4525752 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -4525782.500000 Penalty: 1029.916260
	Iteration 21Q: 3 clusters Score -4525782 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -4525798.500000 Penalty: 1029.916260
	Iteration 22Q: 3 clusters Score -4525798 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -4525810.500000 Penalty: 1029.916260
	Iteration 23Q: 3 clusters Score -4525810 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4525828.500000 Penalty: 1029.916260
	Iteration 24Q: 3 clusters Score -4525828 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4525828.500000 Penalty: 1029.916260
	Iteration 25Q: 3 clusters Score -4525828 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -4525821.500000 Penalty: 1029.916260
	Iteration 26Q: 3 clusters Score -4525822 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -4525817.000000 Penalty: 1029.916260
	Iteration 27Q: 3 clusters Score -4525817 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61030 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4525826.500000 Penalty: 1029.916260
	Iteration 28Q: 3 clusters Score -4525826 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -4525821.000000 Penalty: 1029.916260
	Iteration 29Q: 3 clusters Score -4525821 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -4525815.000000 Penalty: 1029.916260
	Iteration 30Q: 3 clusters Score -4525815 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4525815.500000 Penalty: 1029.916260
	Iteration 31Q: 3 clusters Score -4525816 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -4525821.000000 Penalty: 1029.916260
	Iteration 32Q: 3 clusters Score -4525821 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4525827.500000 Penalty: 1029.916260
	Iteration 33Q: 3 clusters Score -4525828 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4525839.500000 Penalty: 1029.916260
	Iteration 34Q: 3 clusters Score -4525840 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -4525834.000000 Penalty: 1029.916260
	Iteration 35Q: 3 clusters Score -4525834 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4525848.500000 Penalty: 1029.916260
	Iteration 36Q: 3 clusters Score -4525848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -4525857.000000 Penalty: 1029.916260
	Iteration 37Q: 3 clusters Score -4525857 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4525853.000000 Penalty: 1029.916260
	Iteration 38Q: 3 clusters Score -4525853 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -4525854.500000 Penalty: 1029.916260
	Iteration 39Q: 3 clusters Score -4525854 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4525852.000000 Penalty: 1029.916260
	Iteration 40F: 3 clusters Score -4525852 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -4525843.500000 Penalty: 1029.916260
	Iteration 41Q: 3 clusters Score -4525844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4525846.500000 Penalty: 1029.916260
	Iteration 42Q: 3 clusters Score -4525846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4525852.500000 Penalty: 1029.916260
	Iteration 43Q: 3 clusters Score -4525852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62588 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4525850.000000 Penalty: 1029.916260
	Iteration 44Q: 3 clusters Score -4525850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -4525844.500000 Penalty: 1029.916260
	Iteration 45Q: 3 clusters Score -4525844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4525843.000000 Penalty: 1029.916260
	Iteration 46Q: 3 clusters Score -4525843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4525849.000000 Penalty: 1029.916260
	Iteration 47Q: 3 clusters Score -4525849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -4525844.000000 Penalty: 1029.916260
	Iteration 48Q: 3 clusters Score -4525844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -4525851.500000 Penalty: 1029.916260
	Iteration 49Q: 3 clusters Score -4525852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4525847.000000 Penalty: 1029.916260
	Iteration 50Q: 3 clusters Score -4525847 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4525847.000000 Penalty: 1029.916260
	Iteration 51Q: 3 clusters Score -4525847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4525854.000000 Penalty: 1029.916260
	Iteration 52Q: 3 clusters Score -4525854 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4525852.500000 Penalty: 1029.916260
	Iteration 53Q: 3 clusters Score -4525852 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4525857.000000 Penalty: 1029.916260
	Iteration 54Q: 3 clusters Score -4525857 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4525870.000000 Penalty: 1029.916260
	Iteration 55Q: 3 clusters Score -4525870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -4525872.000000 Penalty: 1029.916260
	Iteration 56Q: 3 clusters Score -4525872 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4525859.000000 Penalty: 1029.916260
	Iteration 57Q: 3 clusters Score -4525859 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4525868.500000 Penalty: 1029.916260
	Iteration 58Q: 3 clusters Score -4525868 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4525864.500000 Penalty: 1029.916260
	Iteration 59Q: 3 clusters Score -4525864 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -4525865.000000 Penalty: 1029.916260
	Iteration 60F: 3 clusters Score -4525865 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63750 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4525856.500000 Penalty: 1029.916260
	Iteration 61Q: 3 clusters Score -4525856 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -4525855.000000 Penalty: 1029.916260
	Iteration 62Q: 3 clusters Score -4525855 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4525855.500000 Penalty: 1029.916260
	Iteration 63Q: 3 clusters Score -4525856 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64039 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -4525854.000000 Penalty: 1029.916260
	Iteration 64Q: 3 clusters Score -4525854 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -4525864.500000 Penalty: 1029.916260
	Iteration 65Q: 3 clusters Score -4525864 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4525864.500000 Penalty: 1029.916260
	Iteration 66Q: 3 clusters Score -4525864 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64433 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -4525872.500000 Penalty: 1029.916260
	Iteration 67Q: 3 clusters Score -4525872 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4525873.500000 Penalty: 1029.916260
	Iteration 68Q: 3 clusters Score -4525874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4525864.000000 Penalty: 1029.916260
	Iteration 69Q: 3 clusters Score -4525864 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64739 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -4525869.000000 Penalty: 1029.916260
	Iteration 70Q: 3 clusters Score -4525869 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64814 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -4525865.000000 Penalty: 1029.916260
	Iteration 71Q: 3 clusters Score -4525865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -4525859.000000 Penalty: 1029.916260
	Iteration 72Q: 3 clusters Score -4525859 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -4525861.500000 Penalty: 1029.916260
	Iteration 73Q: 3 clusters Score -4525862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -4525869.000000 Penalty: 1029.916260
	Iteration 74Q: 3 clusters Score -4525869 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65188 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4525874.000000 Penalty: 1029.916260
	Iteration 75Q: 3 clusters Score -4525874 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -4525876.000000 Penalty: 1029.916260
	Iteration 76Q: 3 clusters Score -4525876 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4525877.000000 Penalty: 1029.916260
	Iteration 77Q: 3 clusters Score -4525877 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4525870.500000 Penalty: 1029.916260
	Iteration 78Q: 3 clusters Score -4525870 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4525870.500000 Penalty: 1029.916260
	Iteration 79Q: 3 clusters Score -4525870 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -4525857.500000 Penalty: 1029.916260
	Iteration 80F: 3 clusters Score -4525858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -4525864.000000 Penalty: 1029.916260
	Iteration 81Q: 3 clusters Score -4525864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -4525858.500000 Penalty: 1029.916260
	Iteration 82Q: 3 clusters Score -4525858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65999 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -4525861.000000 Penalty: 1029.916260
	Iteration 83Q: 3 clusters Score -4525861 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4525864.500000 Penalty: 1029.916260
	Iteration 84Q: 3 clusters Score -4525864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4525868.000000 Penalty: 1029.916260
	Iteration 85Q: 3 clusters Score -4525868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4525873.500000 Penalty: 1029.916260
	Iteration 86Q: 3 clusters Score -4525874 nChanged 72
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Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
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	Iteration 462Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
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	Iteration 463Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
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	Iteration 464Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
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	Iteration 465Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
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	Iteration 466Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
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	Iteration 467Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
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	Iteration 468Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
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	Iteration 469Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
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	Iteration 470Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
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	Iteration 471Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
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	Iteration 472Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66726 members 
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Entering Unmasked Estep 
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	Iteration 473Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 474Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 475Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 476Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 477Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 478Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
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	Iteration 479Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4525866.000000 Penalty: 1029.916260
	Iteration 480F: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
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	Iteration 481Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 482Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66726 members 
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Entering Unmasked Estep 
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	Iteration 483Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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	Iteration 484Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66726 members 
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Entering Unmasked Estep 
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	Iteration 485Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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	Iteration 486Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 487Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66724 members 
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	Iteration 488Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
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	Iteration 489Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66724 members 
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	Iteration 490Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 491Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66724 members 
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	Iteration 492Q: 3 clusters Score -4525866 nChanged 2
Entering Unmasked Mstep 
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	Iteration 493Q: 3 clusters Score -4525869 nChanged 2
Entering Unmasked Mstep 
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	Iteration 494Q: 3 clusters Score -4525866 nChanged 2
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	Iteration 495Q: 3 clusters Score -4525869 nChanged 2
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	Iteration 496Q: 3 clusters Score -4525866 nChanged 2
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	Iteration 497Q: 3 clusters Score -4525869 nChanged 2
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	Iteration 498Q: 3 clusters Score -4525866 nChanged 2
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	Iteration 499Q: 3 clusters Score -4525869 nChanged 2
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	Iteration 500F: 3 clusters Score -4525866 nChanged 2
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 37 (15196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15196 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -770153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -760030.187500 Penalty: 876.219727
	Iteration 0F: 3 clusters Score -760030.2 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -764529.812500 Penalty: 876.219727
	Iteration 1F: 3 clusters Score -764529.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -764764.125000 Penalty: 876.219727
	Iteration 2Q: 3 clusters Score -764764.1 nChanged 650
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -765056.1 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -765462.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -766015.937500 Penalty: 876.219727
	Iteration 5F: 3 clusters Score -766015.9 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -766622.500000 Penalty: 876.219727
	Iteration 6F: 3 clusters Score -766622.5 nChanged 700
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -766965.375000 Penalty: 876.219727
	Iteration 7Q: 3 clusters Score -766965.4 nChanged 478
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Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -767134.4 nChanged 306
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Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -767223 nChanged 223
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Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -767285.4 nChanged 183
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Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -767340.8 nChanged 177
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Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -767406.6 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -767496.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -767634.000000 Penalty: 876.219727
	Iteration 14Q: 3 clusters Score -767634 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -767833.312500 Penalty: 876.219727
	Iteration 15Q: 3 clusters Score -767833.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -768050.062500 Penalty: 876.219727
	Iteration 16Q: 3 clusters Score -768050.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -768279.875000 Penalty: 876.219727
	Iteration 17Q: 3 clusters Score -768279.9 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -768499.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -768714.875000 Penalty: 876.219727
	Iteration 19Q: 3 clusters Score -768714.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -768906.687500 Penalty: 876.219727
	Iteration 20F: 3 clusters Score -768906.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -769095.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -769278.4 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -769457.2 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -769632.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -769745.7 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -769789.2 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -769812.312500 Penalty: 876.219727
	Iteration 27Q: 3 clusters Score -769812.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -769821.812500 Penalty: 876.219727
	Iteration 28Q: 3 clusters Score -769821.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -769825.187500 Penalty: 876.219727
	Iteration 29Q: 3 clusters Score -769825.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -769830.000000 Penalty: 876.219727
	Iteration 30Q: 3 clusters Score -769830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -769832.500000 Penalty: 876.219727
	Iteration 31Q: 3 clusters Score -769832.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -769831.625000 Penalty: 876.219727
	Iteration 32Q: 3 clusters Score -769831.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -769832.375000 Penalty: 876.219727
	Iteration 33Q: 3 clusters Score -769832.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -769833.375000 Penalty: 876.219727
	Iteration 34Q: 3 clusters Score -769833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -769832.562500 Penalty: 876.219727
	Iteration 35Q: 3 clusters Score -769832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -769835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -769835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -769835.250000 Penalty: 876.219727
	Iteration 38Q: 3 clusters Score -769835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -769835.875000 Penalty: 876.219727
	Iteration 39Q: 3 clusters Score -769835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -769836.875000 Penalty: 876.219727
	Iteration 40F: 3 clusters Score -769836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -769836.500000 Penalty: 876.219727
	Iteration 41Q: 3 clusters Score -769836.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -769836.625000 Penalty: 876.219727
	Iteration 42Q: 3 clusters Score -769836.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -769837.687500 Penalty: 876.219727
	Iteration 43Q: 3 clusters Score -769837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -769837.000000 Penalty: 876.219727
	Iteration 44Q: 3 clusters Score -769837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -769836.937500 Penalty: 876.219727
	Iteration 45Q: 3 clusters Score -769836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -769838.687500 Penalty: 876.219727
	Iteration 46Q: 3 clusters Score -769838.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -769837.187500 Penalty: 876.219727
	Iteration 47Q: 3 clusters Score -769837.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -769837.187500 Penalty: 876.219727
	Iteration 48F: 3 clusters Score -769837.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -373394.093750 Penalty: 404.450958
	Iteration 0F: 2 clusters Score -373394.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -368551.875000 Penalty: 808.901917
	Iteration 0F: 3 clusters Score -368551.9 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -370369.687500 Penalty: 808.901917
	Iteration 1F: 3 clusters Score -370369.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -370492.125000 Penalty: 808.901917
	Iteration 2Q: 3 clusters Score -370492.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -370683.156250 Penalty: 808.901917
	Iteration 3Q: 3 clusters Score -370683.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -370983.625000 Penalty: 808.901917
	Iteration 4F: 3 clusters Score -370983.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -371377.437500 Penalty: 808.901917
	Iteration 5F: 3 clusters Score -371377.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -371790.281250 Penalty: 808.901917
	Iteration 6F: 3 clusters Score -371790.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -372147.468750 Penalty: 808.901917
	Iteration 7F: 3 clusters Score -372147.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -372353.218750 Penalty: 808.901917
	Iteration 8F: 3 clusters Score -372353.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -372463.031250 Penalty: 808.901917
	Iteration 9Q: 3 clusters Score -372463 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -372546.812500 Penalty: 808.901917
	Iteration 10Q: 3 clusters Score -372546.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -372605.656250 Penalty: 808.901917
	Iteration 11Q: 3 clusters Score -372605.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -372653.343750 Penalty: 808.901917
	Iteration 12Q: 3 clusters Score -372653.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -372702.812500 Penalty: 808.901917
	Iteration 13Q: 3 clusters Score -372702.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -372751.406250 Penalty: 808.901917
	Iteration 14Q: 3 clusters Score -372751.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -372795.031250 Penalty: 808.901917
	Iteration 15Q: 3 clusters Score -372795 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -372840.656250 Penalty: 808.901917
	Iteration 16Q: 3 clusters Score -372840.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -372884.218750 Penalty: 808.901917
	Iteration 17Q: 3 clusters Score -372884.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -372920.687500 Penalty: 808.901917
	Iteration 18Q: 3 clusters Score -372920.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -372956.281250 Penalty: 808.901917
	Iteration 19Q: 3 clusters Score -372956.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -372988.781250 Penalty: 808.901917
	Iteration 20F: 3 clusters Score -372988.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -373020.062500 Penalty: 808.901917
	Iteration 21Q: 3 clusters Score -373020.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -373055.250000 Penalty: 808.901917
	Iteration 22Q: 3 clusters Score -373055.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -373090.406250 Penalty: 808.901917
	Iteration 23Q: 3 clusters Score -373090.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -373113.781250 Penalty: 808.901917
	Iteration 24Q: 3 clusters Score -373113.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -373135.906250 Penalty: 808.901917
	Iteration 25Q: 3 clusters Score -373135.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -373156.968750 Penalty: 808.901917
	Iteration 26Q: 3 clusters Score -373157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -373172.031250 Penalty: 808.901917
	Iteration 27Q: 3 clusters Score -373172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -373188.531250 Penalty: 808.901917
	Iteration 28Q: 3 clusters Score -373188.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -373204.406250 Penalty: 808.901917
	Iteration 29Q: 3 clusters Score -373204.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -373214.593750 Penalty: 808.901917
	Iteration 30Q: 3 clusters Score -373214.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -373225.000000 Penalty: 808.901917
	Iteration 31Q: 3 clusters Score -373225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -373230.250000 Penalty: 808.901917
	Iteration 32Q: 3 clusters Score -373230.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -373233.625000 Penalty: 808.901917
	Iteration 33Q: 3 clusters Score -373233.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -373236.437500 Penalty: 808.901917
	Iteration 34Q: 3 clusters Score -373236.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -373238.000000 Penalty: 808.901917
	Iteration 35Q: 3 clusters Score -373238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -373242.406250 Penalty: 808.901917
	Iteration 36Q: 3 clusters Score -373242.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -373245.687500 Penalty: 808.901917
	Iteration 37Q: 3 clusters Score -373245.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -373248.187500 Penalty: 808.901917
	Iteration 38Q: 3 clusters Score -373248.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -373250.468750 Penalty: 808.901917
	Iteration 39Q: 3 clusters Score -373250.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -373251.750000 Penalty: 808.901917
	Iteration 40F: 3 clusters Score -373251.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -373253.093750 Penalty: 808.901917
	Iteration 41Q: 3 clusters Score -373253.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -373257.625000 Penalty: 808.901917
	Iteration 42Q: 3 clusters Score -373257.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -373260.437500 Penalty: 808.901917
	Iteration 43Q: 3 clusters Score -373260.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -373261.562500 Penalty: 808.901917
	Iteration 44Q: 3 clusters Score -373261.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -373265.062500 Penalty: 808.901917
	Iteration 45Q: 3 clusters Score -373265.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -373266.687500 Penalty: 808.901917
	Iteration 46Q: 3 clusters Score -373266.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -373268.406250 Penalty: 808.901917
	Iteration 47Q: 3 clusters Score -373268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -373268.250000 Penalty: 808.901917
	Iteration 48Q: 3 clusters Score -373268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -373269.812500 Penalty: 808.901917
	Iteration 49Q: 3 clusters Score -373269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -373269.531250 Penalty: 808.901917
	Iteration 50Q: 3 clusters Score -373269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -373270.562500 Penalty: 808.901917
	Iteration 51Q: 3 clusters Score -373270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -373271.312500 Penalty: 808.901917
	Iteration 52Q: 3 clusters Score -373271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -373272.031250 Penalty: 808.901917
	Iteration 53Q: 3 clusters Score -373272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -373271.156250 Penalty: 808.901917
	Iteration 54Q: 3 clusters Score -373271.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -373271.750000 Penalty: 808.901917
	Iteration 55Q: 3 clusters Score -373271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -373271.531250 Penalty: 808.901917
	Iteration 56Q: 3 clusters Score -373271.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -373272.343750 Penalty: 808.901917
	Iteration 57Q: 3 clusters Score -373272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -373273.687500 Penalty: 808.901917
	Iteration 58Q: 3 clusters Score -373273.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -373272.968750 Penalty: 808.901917
	Iteration 59Q: 3 clusters Score -373273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -373273.656250 Penalty: 808.901917
	Iteration 60F: 3 clusters Score -373273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -373273.437500 Penalty: 808.901917
	Iteration 61Q: 3 clusters Score -373273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -373273.125000 Penalty: 808.901917
	Iteration 62Q: 3 clusters Score -373273.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -373274.562500 Penalty: 808.901917
	Iteration 63Q: 3 clusters Score -373274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -373274.781250 Penalty: 808.901917
	Iteration 64Q: 3 clusters Score -373274.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -373274.781250 Penalty: 808.901917
	Iteration 65Q: 3 clusters Score -373274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -373274.781250 Penalty: 808.901917
	Iteration 66F: 3 clusters Score -373274.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (97875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Entering Unmasked Estep 
Score: -5133632.000000 Penalty: 522.860840
	Iteration 0F: 2 clusters Score -5133632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -5068524.000000 Penalty: 1045.721680
	Iteration 0F: 3 clusters Score -5068524 nChanged 47972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -5096803.000000 Penalty: 1045.721680
	Iteration 1F: 3 clusters Score -5096803 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -5097760.000000 Penalty: 1045.721680
	Iteration 2Q: 3 clusters Score -5097760 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -5098822.500000 Penalty: 1045.721680
	Iteration 3Q: 3 clusters Score -5098822 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -5100198.000000 Penalty: 1045.721680
	Iteration 4Q: 3 clusters Score -5100198 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -5102085.500000 Penalty: 1045.721680
	Iteration 5Q: 3 clusters Score -5102086 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -5105072.500000 Penalty: 1045.721680
	Iteration 6F: 3 clusters Score -5105072 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -5109337.500000 Penalty: 1045.721680
	Iteration 7F: 3 clusters Score -5109338 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -5114005.500000 Penalty: 1045.721680
	Iteration 8F: 3 clusters Score -5114006 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -5117525.000000 Penalty: 1045.721680
	Iteration 9F: 3 clusters Score -5117525 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -5119306.000000 Penalty: 1045.721680
	Iteration 10Q: 3 clusters Score -5119306 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -5120142.000000 Penalty: 1045.721680
	Iteration 11Q: 3 clusters Score -5120142 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -5120873.000000 Penalty: 1045.721680
	Iteration 12Q: 3 clusters Score -5120873 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -5121517.500000 Penalty: 1045.721680
	Iteration 13Q: 3 clusters Score -5121518 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
Score: -5122201.500000 Penalty: 1045.721680
	Iteration 14Q: 3 clusters Score -5122202 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -5123106.000000 Penalty: 1045.721680
	Iteration 15Q: 3 clusters Score -5123106 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -5124235.000000 Penalty: 1045.721680
	Iteration 16Q: 3 clusters Score -5124235 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -5125488.000000 Penalty: 1045.721680
	Iteration 17Q: 3 clusters Score -5125488 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -5126846.000000 Penalty: 1045.721680
	Iteration 18Q: 3 clusters Score -5126846 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -5128092.500000 Penalty: 1045.721680
	Iteration 19Q: 3 clusters Score -5128092 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -5129079.000000 Penalty: 1045.721680
	Iteration 20F: 3 clusters Score -5129079 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -5129982.000000 Penalty: 1045.721680
	Iteration 21Q: 3 clusters Score -5129982 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -5130708.000000 Penalty: 1045.721680
	Iteration 22Q: 3 clusters Score -5130708 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -5131277.000000 Penalty: 1045.721680
	Iteration 23Q: 3 clusters Score -5131277 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -5131726.000000 Penalty: 1045.721680
	Iteration 24Q: 3 clusters Score -5131726 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -5132088.500000 Penalty: 1045.721680
	Iteration 25Q: 3 clusters Score -5132088 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 95775 members 
Entering Unmasked Estep 
Score: -5132366.000000 Penalty: 1045.721680
	Iteration 26Q: 3 clusters Score -5132366 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -5132547.500000 Penalty: 1045.721680
	Iteration 27Q: 3 clusters Score -5132548 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 96411 members 
Entering Unmasked Estep 
Score: -5132706.500000 Penalty: 1045.721680
	Iteration 28Q: 3 clusters Score -5132706 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 96620 members 
Entering Unmasked Estep 
Score: -5132820.000000 Penalty: 1045.721680
	Iteration 29Q: 3 clusters Score -5132820 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 96785 members 
Entering Unmasked Estep 
Score: -5132884.000000 Penalty: 1045.721680
	Iteration 30Q: 3 clusters Score -5132884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -5132946.000000 Penalty: 1045.721680
	Iteration 31Q: 3 clusters Score -5132946 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -5133011.500000 Penalty: 1045.721680
	Iteration 32Q: 3 clusters Score -5133012 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 97093 members 
Entering Unmasked Estep 
Score: -5133059.000000 Penalty: 1045.721680
	Iteration 33Q: 3 clusters Score -5133059 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 97149 members 
Entering Unmasked Estep 
Score: -5133086.500000 Penalty: 1045.721680
	Iteration 34Q: 3 clusters Score -5133086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 97192 members 
Entering Unmasked Estep 
Score: -5133096.000000 Penalty: 1045.721680
	Iteration 35Q: 3 clusters Score -5133096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 97227 members 
Entering Unmasked Estep 
Score: -5133109.500000 Penalty: 1045.721680
	Iteration 36Q: 3 clusters Score -5133110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 97263 members 
Entering Unmasked Estep 
Score: -5133136.500000 Penalty: 1045.721680
	Iteration 37Q: 3 clusters Score -5133136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -5133144.000000 Penalty: 1045.721680
	Iteration 38Q: 3 clusters Score -5133144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -5133157.500000 Penalty: 1045.721680
	Iteration 39Q: 3 clusters Score -5133158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -5133165.500000 Penalty: 1045.721680
	Iteration 40F: 3 clusters Score -5133166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 97341 members 
Entering Unmasked Estep 
Score: -5133176.000000 Penalty: 1045.721680
	Iteration 41Q: 3 clusters Score -5133176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -5133183.500000 Penalty: 1045.721680
	Iteration 42Q: 3 clusters Score -5133184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 97366 members 
Entering Unmasked Estep 
Score: -5133189.000000 Penalty: 1045.721680
	Iteration 43Q: 3 clusters Score -5133189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -5133191.000000 Penalty: 1045.721680
	Iteration 44Q: 3 clusters Score -5133191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -5133194.000000 Penalty: 1045.721680
	Iteration 45Q: 3 clusters Score -5133194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -5133197.000000 Penalty: 1045.721680
	Iteration 46Q: 3 clusters Score -5133197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 97384 members 
Entering Unmasked Estep 
Score: -5133192.000000 Penalty: 1045.721680
	Iteration 47Q: 3 clusters Score -5133192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -5133196.500000 Penalty: 1045.721680
	Iteration 48Q: 3 clusters Score -5133196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -5133200.000000 Penalty: 1045.721680
	Iteration 49Q: 3 clusters Score -5133200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -5133199.000000 Penalty: 1045.721680
	Iteration 50Q: 3 clusters Score -5133199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -5133199.500000 Penalty: 1045.721680
	Iteration 51Q: 3 clusters Score -5133200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 97389 members 
Entering Unmasked Estep 
Score: -5133201.500000 Penalty: 1045.721680
	Iteration 52Q: 3 clusters Score -5133202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -5133202.000000 Penalty: 1045.721680
	Iteration 53Q: 3 clusters Score -5133202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -5133202.000000 Penalty: 1045.721680
	Iteration 54F: 3 clusters Score -5133202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Entering Unmasked Estep 
Score: -416399.031250 Penalty: 406.988892
	Iteration 0F: 2 clusters Score -416399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -411247.906250 Penalty: 813.977783
	Iteration 0F: 3 clusters Score -411247.9 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -413231.875000 Penalty: 813.977783
	Iteration 1F: 3 clusters Score -413231.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -413411.125000 Penalty: 813.977783
	Iteration 2F: 3 clusters Score -413411.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -413653.531250 Penalty: 813.977783
	Iteration 3F: 3 clusters Score -413653.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -413980.718750 Penalty: 813.977783
	Iteration 4F: 3 clusters Score -413980.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -414421.250000 Penalty: 813.977783
	Iteration 5F: 3 clusters Score -414421.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -414903.781250 Penalty: 813.977783
	Iteration 6F: 3 clusters Score -414903.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -415366.625000 Penalty: 813.977783
	Iteration 7F: 3 clusters Score -415366.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -415701.031250 Penalty: 813.977783
	Iteration 8Q: 3 clusters Score -415701 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -415888.343750 Penalty: 813.977783
	Iteration 9Q: 3 clusters Score -415888.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -415962.750000 Penalty: 813.977783
	Iteration 10Q: 3 clusters Score -415962.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -415992.562500 Penalty: 813.977783
	Iteration 11Q: 3 clusters Score -415992.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -416010.937500 Penalty: 813.977783
	Iteration 12Q: 3 clusters Score -416010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -416017.281250 Penalty: 813.977783
	Iteration 13Q: 3 clusters Score -416017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -416023.531250 Penalty: 813.977783
	Iteration 14Q: 3 clusters Score -416023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -416028.656250 Penalty: 813.977783
	Iteration 15Q: 3 clusters Score -416028.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -416031.781250 Penalty: 813.977783
	Iteration 16Q: 3 clusters Score -416031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -416034.156250 Penalty: 813.977783
	Iteration 17Q: 3 clusters Score -416034.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -416034.156250 Penalty: 813.977783
	Iteration 18F: 3 clusters Score -416034.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (20919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Entering Unmasked Estep 
Score: -1143503.125000 Penalty: 452.652802
	Iteration 0F: 2 clusters Score -1143503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1129608.000000 Penalty: 905.305603
	Iteration 0F: 3 clusters Score -1129608 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1135231.875000 Penalty: 905.305603
	Iteration 1F: 3 clusters Score -1135232 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1135537.625000 Penalty: 905.305603
	Iteration 2Q: 3 clusters Score -1135538 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1135981.750000 Penalty: 905.305603
	Iteration 3Q: 3 clusters Score -1135982 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1136625.125000 Penalty: 905.305603
	Iteration 4F: 3 clusters Score -1136625 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1137595.750000 Penalty: 905.305603
	Iteration 5F: 3 clusters Score -1137596 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1138627.125000 Penalty: 905.305603
	Iteration 6F: 3 clusters Score -1138627 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1139305.875000 Penalty: 905.305603
	Iteration 7F: 3 clusters Score -1139306 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1139569.000000 Penalty: 905.305603
	Iteration 8Q: 3 clusters Score -1139569 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1139684.250000 Penalty: 905.305603
	Iteration 9Q: 3 clusters Score -1139684 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1139772.375000 Penalty: 905.305603
	Iteration 10Q: 3 clusters Score -1139772 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1139878.500000 Penalty: 905.305603
	Iteration 11Q: 3 clusters Score -1139878 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1139990.250000 Penalty: 905.305603
	Iteration 12Q: 3 clusters Score -1139990 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1140123.250000 Penalty: 905.305603
	Iteration 13Q: 3 clusters Score -1140123 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1140261.750000 Penalty: 905.305603
	Iteration 14Q: 3 clusters Score -1140262 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1140409.875000 Penalty: 905.305603
	Iteration 15Q: 3 clusters Score -1140410 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1140565.750000 Penalty: 905.305603
	Iteration 16Q: 3 clusters Score -1140566 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1140755.125000 Penalty: 905.305603
	Iteration 17Q: 3 clusters Score -1140755 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1140980.625000 Penalty: 905.305603
	Iteration 18Q: 3 clusters Score -1140981 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1141231.750000 Penalty: 905.305603
	Iteration 19Q: 3 clusters Score -1141232 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1141484.625000 Penalty: 905.305603
	Iteration 20F: 3 clusters Score -1141485 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1141782.375000 Penalty: 905.305603
	Iteration 21Q: 3 clusters Score -1141782 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1142093.250000 Penalty: 905.305603
	Iteration 22Q: 3 clusters Score -1142093 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1142346.625000 Penalty: 905.305603
	Iteration 23Q: 3 clusters Score -1142347 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1142514.000000 Penalty: 905.305603
	Iteration 24Q: 3 clusters Score -1142514 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1142682.625000 Penalty: 905.305603
	Iteration 25Q: 3 clusters Score -1142683 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1142793.000000 Penalty: 905.305603
	Iteration 26Q: 3 clusters Score -1142793 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1142897.500000 Penalty: 905.305603
	Iteration 27Q: 3 clusters Score -1142898 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1142960.750000 Penalty: 905.305603
	Iteration 28Q: 3 clusters Score -1142961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1142994.625000 Penalty: 905.305603
	Iteration 29Q: 3 clusters Score -1142995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1143026.000000 Penalty: 905.305603
	Iteration 30Q: 3 clusters Score -1143026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1143052.375000 Penalty: 905.305603
	Iteration 31Q: 3 clusters Score -1143052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1143074.375000 Penalty: 905.305603
	Iteration 32Q: 3 clusters Score -1143074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1143087.875000 Penalty: 905.305603
	Iteration 33Q: 3 clusters Score -1143088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -1143098.500000 Penalty: 905.305603
	Iteration 34Q: 3 clusters Score -1143098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1143107.500000 Penalty: 905.305603
	Iteration 35Q: 3 clusters Score -1143108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1143110.375000 Penalty: 905.305603
	Iteration 36Q: 3 clusters Score -1143110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1143112.500000 Penalty: 905.305603
	Iteration 37Q: 3 clusters Score -1143112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -1143116.250000 Penalty: 905.305603
	Iteration 38Q: 3 clusters Score -1143116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1143120.750000 Penalty: 905.305603
	Iteration 39Q: 3 clusters Score -1143121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1143121.250000 Penalty: 905.305603
	Iteration 40F: 3 clusters Score -1143121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1143121.250000 Penalty: 905.305603
	Iteration 41Q: 3 clusters Score -1143121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -1143121.750000 Penalty: 905.305603
	Iteration 42Q: 3 clusters Score -1143122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1143122.500000 Penalty: 905.305603
	Iteration 43Q: 3 clusters Score -1143122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1143122.500000 Penalty: 905.305603
	Iteration 44F: 3 clusters Score -1143122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (82554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Entering Unmasked Estep 
Score: -4523452.500000 Penalty: 515.114990
	Iteration 0F: 2 clusters Score -4523452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -4468142.000000 Penalty: 1030.229980
	Iteration 0F: 3 clusters Score -4468142 nChanged 40218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -4491402.000000 Penalty: 1030.229980
	Iteration 1F: 3 clusters Score -4491402 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -4491725.000000 Penalty: 1030.229980
	Iteration 2Q: 3 clusters Score -4491725 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -4492167.500000 Penalty: 1030.229980
	Iteration 3Q: 3 clusters Score -4492168 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -4492907.500000 Penalty: 1030.229980
	Iteration 4Q: 3 clusters Score -4492908 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -4494476.000000 Penalty: 1030.229980
	Iteration 5Q: 3 clusters Score -4494476 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -4497551.500000 Penalty: 1030.229980
	Iteration 6F: 3 clusters Score -4497552 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -4503111.500000 Penalty: 1030.229980
	Iteration 7F: 3 clusters Score -4503112 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -4510476.500000 Penalty: 1030.229980
	Iteration 8F: 3 clusters Score -4510476 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -4516730.500000 Penalty: 1030.229980
	Iteration 9F: 3 clusters Score -4516730 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -4520209.500000 Penalty: 1030.229980
	Iteration 10Q: 3 clusters Score -4520210 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -4521775.500000 Penalty: 1030.229980
	Iteration 11Q: 3 clusters Score -4521776 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 81515 members 
Entering Unmasked Estep 
Score: -4522385.500000 Penalty: 1030.229980
	Iteration 12Q: 3 clusters Score -4522386 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -4522670.500000 Penalty: 1030.229980
	Iteration 13Q: 3 clusters Score -4522670 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -4522824.500000 Penalty: 1030.229980
	Iteration 14Q: 3 clusters Score -4522824 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
Score: -4522912.000000 Penalty: 1030.229980
	Iteration 15Q: 3 clusters Score -4522912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -4522960.500000 Penalty: 1030.229980
	Iteration 16Q: 3 clusters Score -4522960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -4522984.000000 Penalty: 1030.229980
	Iteration 17Q: 3 clusters Score -4522984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 82348 members 
Entering Unmasked Estep 
Score: -4523004.500000 Penalty: 1030.229980
	Iteration 18Q: 3 clusters Score -4523004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -4523022.000000 Penalty: 1030.229980
	Iteration 19Q: 3 clusters Score -4523022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -4523032.500000 Penalty: 1030.229980
	Iteration 20F: 3 clusters Score -4523032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -4523046.000000 Penalty: 1030.229980
	Iteration 21Q: 3 clusters Score -4523046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -4523049.500000 Penalty: 1030.229980
	Iteration 22Q: 3 clusters Score -4523050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -4523060.500000 Penalty: 1030.229980
	Iteration 23Q: 3 clusters Score -4523060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -4523066.500000 Penalty: 1030.229980
	Iteration 24Q: 3 clusters Score -4523066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 82418 members 
Entering Unmasked Estep 
Score: -4523063.500000 Penalty: 1030.229980
	Iteration 25Q: 3 clusters Score -4523064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -4523066.000000 Penalty: 1030.229980
	Iteration 26Q: 3 clusters Score -4523066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -4523066.500000 Penalty: 1030.229980
	Iteration 27Q: 3 clusters Score -4523066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -4523065.000000 Penalty: 1030.229980
	Iteration 28Q: 3 clusters Score -4523065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 82423 members 
Entering Unmasked Estep 
Score: -4523065.500000 Penalty: 1030.229980
	Iteration 29Q: 3 clusters Score -4523066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -4523067.500000 Penalty: 1030.229980
	Iteration 30Q: 3 clusters Score -4523068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -4523067.500000 Penalty: 1030.229980
	Iteration 31F: 3 clusters Score -4523068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -334738.937500 Penalty: 400.841949
	Iteration 0F: 2 clusters Score -334738.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -330254.812500 Penalty: 801.683899
	Iteration 0F: 3 clusters Score -330254.8 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -331942.218750 Penalty: 801.683899
	Iteration 1F: 3 clusters Score -331942.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -332085.968750 Penalty: 801.683899
	Iteration 2F: 3 clusters Score -332086 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -332281.843750 Penalty: 801.683899
	Iteration 3F: 3 clusters Score -332281.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -332614.312500 Penalty: 801.683899
	Iteration 4F: 3 clusters Score -332614.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -333110.531250 Penalty: 801.683899
	Iteration 5F: 3 clusters Score -333110.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -333735.281250 Penalty: 801.683899
	Iteration 6F: 3 clusters Score -333735.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -334127.781250 Penalty: 801.683899
	Iteration 7F: 3 clusters Score -334127.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -334336.656250 Penalty: 801.683899
	Iteration 8Q: 3 clusters Score -334336.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -334437.281250 Penalty: 801.683899
	Iteration 9Q: 3 clusters Score -334437.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -334479.125000 Penalty: 801.683899
	Iteration 10Q: 3 clusters Score -334479.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -334504.906250 Penalty: 801.683899
	Iteration 11Q: 3 clusters Score -334504.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -334519.031250 Penalty: 801.683899
	Iteration 12Q: 3 clusters Score -334519 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -334529.000000 Penalty: 801.683899
	Iteration 13Q: 3 clusters Score -334529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -334534.031250 Penalty: 801.683899
	Iteration 14Q: 3 clusters Score -334534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -334541.031250 Penalty: 801.683899
	Iteration 15Q: 3 clusters Score -334541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -334547.156250 Penalty: 801.683899
	Iteration 16Q: 3 clusters Score -334547.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -334551.562500 Penalty: 801.683899
	Iteration 17Q: 3 clusters Score -334551.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -334555.937500 Penalty: 801.683899
	Iteration 18Q: 3 clusters Score -334555.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -334558.562500 Penalty: 801.683899
	Iteration 19Q: 3 clusters Score -334558.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -334562.156250 Penalty: 801.683899
	Iteration 20F: 3 clusters Score -334562.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -334563.312500 Penalty: 801.683899
	Iteration 21Q: 3 clusters Score -334563.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -334564.250000 Penalty: 801.683899
	Iteration 22Q: 3 clusters Score -334564.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -334565.437500 Penalty: 801.683899
	Iteration 23Q: 3 clusters Score -334565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -334566.000000 Penalty: 801.683899
	Iteration 24Q: 3 clusters Score -334566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -334565.312500 Penalty: 801.683899
	Iteration 25Q: 3 clusters Score -334565.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -334566.031250 Penalty: 801.683899
	Iteration 26Q: 3 clusters Score -334566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -334565.875000 Penalty: 801.683899
	Iteration 27Q: 3 clusters Score -334565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -334566.906250 Penalty: 801.683899
	Iteration 28Q: 3 clusters Score -334566.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -334566.906250 Penalty: 801.683899
	Iteration 29Q: 3 clusters Score -334566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -334567.187500 Penalty: 801.683899
	Iteration 30Q: 3 clusters Score -334567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -334567.312500 Penalty: 801.683899
	Iteration 31Q: 3 clusters Score -334567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -334566.968750 Penalty: 801.683899
	Iteration 32Q: 3 clusters Score -334567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -334566.968750 Penalty: 801.683899
	Iteration 33F: 3 clusters Score -334567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -41087.707031 Penalty: 300.725403
	Iteration 0F: 2 clusters Score -41087.71 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 369 members 
Entering Unmasked Estep 
Score: -40419.761719 Penalty: 601.450806
	Iteration 0F: 3 clusters Score -40419.76 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -40601.976562 Penalty: 601.450806
	Iteration 1F: 3 clusters Score -40601.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -40644.695312 Penalty: 601.450806
	Iteration 2F: 3 clusters Score -40644.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -40668.886719 Penalty: 601.450806
	Iteration 3Q: 3 clusters Score -40668.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -40684.910156 Penalty: 601.450806
	Iteration 4Q: 3 clusters Score -40684.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -40693.281250 Penalty: 601.450806
	Iteration 5Q: 3 clusters Score -40693.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40702.093750 Penalty: 601.450806
	Iteration 6Q: 3 clusters Score -40702.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40708.937500 Penalty: 601.450806
	Iteration 7Q: 3 clusters Score -40708.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -40717.148438 Penalty: 601.450806
	Iteration 8Q: 3 clusters Score -40717.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -40728.707031 Penalty: 601.450806
	Iteration 9Q: 3 clusters Score -40728.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -40733.828125 Penalty: 601.450806
	Iteration 10Q: 3 clusters Score -40733.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -40738.234375 Penalty: 601.450806
	Iteration 11Q: 3 clusters Score -40738.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -40746.218750 Penalty: 601.450806
	Iteration 12Q: 3 clusters Score -40746.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40753.972656 Penalty: 601.450806
	Iteration 13Q: 3 clusters Score -40753.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -40765.386719 Penalty: 601.450806
	Iteration 14Q: 3 clusters Score -40765.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -40775.753906 Penalty: 601.450806
	Iteration 15Q: 3 clusters Score -40775.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -40789.308594 Penalty: 601.450806
	Iteration 16Q: 3 clusters Score -40789.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -40800.539062 Penalty: 601.450806
	Iteration 17Q: 3 clusters Score -40800.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -40809.339844 Penalty: 601.450806
	Iteration 18Q: 3 clusters Score -40809.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -40814.421875 Penalty: 601.450806
	Iteration 19Q: 3 clusters Score -40814.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -40816.351562 Penalty: 601.450806
	Iteration 20F: 3 clusters Score -40816.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40818.640625 Penalty: 601.450806
	Iteration 21Q: 3 clusters Score -40818.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40820.113281 Penalty: 601.450806
	Iteration 22Q: 3 clusters Score -40820.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40822.097656 Penalty: 601.450806
	Iteration 23Q: 3 clusters Score -40822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -40823.031250 Penalty: 601.450806
	Iteration 24Q: 3 clusters Score -40823.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40823.707031 Penalty: 601.450806
	Iteration 25Q: 3 clusters Score -40823.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -40824.550781 Penalty: 601.450806
	Iteration 26Q: 3 clusters Score -40824.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -40824.730469 Penalty: 601.450806
	Iteration 27Q: 3 clusters Score -40824.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -40825.097656 Penalty: 601.450806
	Iteration 28Q: 3 clusters Score -40825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40825.414062 Penalty: 601.450806
	Iteration 29Q: 3 clusters Score -40825.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -40825.414062 Penalty: 601.450806
	Iteration 30F: 3 clusters Score -40825.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (167820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167820 members 
Entering Unmasked Estep 
Score: -8636793.000000 Penalty: 547.394470
	Iteration 0F: 2 clusters Score -8636793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -8526363.000000 Penalty: 1094.788940
	Iteration 0F: 3 clusters Score -8526363 nChanged 82014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -8576929.000000 Penalty: 1094.788940
	Iteration 1F: 3 clusters Score -8576929 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -8578749.000000 Penalty: 1094.788940
	Iteration 2Q: 3 clusters Score -8578749 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 98225 members 
Entering Unmasked Estep 
Score: -8581100.000000 Penalty: 1094.788940
	Iteration 3Q: 3 clusters Score -8581100 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -8584382.000000 Penalty: 1094.788940
	Iteration 4Q: 3 clusters Score -8584382 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -8589913.000000 Penalty: 1094.788940
	Iteration 5F: 3 clusters Score -8589913 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 126175 members 
Entering Unmasked Estep 
Score: -8598975.000000 Penalty: 1094.788940
	Iteration 6F: 3 clusters Score -8598975 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 139947 members 
Entering Unmasked Estep 
Score: -8611527.000000 Penalty: 1094.788940
	Iteration 7F: 3 clusters Score -8611527 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 152777 members 
Entering Unmasked Estep 
Score: -8624660.000000 Penalty: 1094.788940
	Iteration 8F: 3 clusters Score -8624660 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 161674 members 
Entering Unmasked Estep 
Score: -8632742.000000 Penalty: 1094.788940
	Iteration 9F: 3 clusters Score -8632742 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -8635411.000000 Penalty: 1094.788940
	Iteration 10Q: 3 clusters Score -8635411 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -8636051.000000 Penalty: 1094.788940
	Iteration 11Q: 3 clusters Score -8636051 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 167612 members 
Entering Unmasked Estep 
Score: -8636247.000000 Penalty: 1094.788940
	Iteration 12Q: 3 clusters Score -8636247 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 167704 members 
Entering Unmasked Estep 
Score: -8636320.000000 Penalty: 1094.788940
	Iteration 13Q: 3 clusters Score -8636320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -8636346.000000 Penalty: 1094.788940
	Iteration 14Q: 3 clusters Score -8636346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 167722 members 
Entering Unmasked Estep 
Score: -8636356.000000 Penalty: 1094.788940
	Iteration 15Q: 3 clusters Score -8636356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 167721 members 
Entering Unmasked Estep 
Score: -8636360.000000 Penalty: 1094.788940
	Iteration 16Q: 3 clusters Score -8636360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 167721 members 
Entering Unmasked Estep 
Score: -8636369.000000 Penalty: 1094.788940
	Iteration 17Q: 3 clusters Score -8636369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 167719 members 
Entering Unmasked Estep 
Score: -8636372.000000 Penalty: 1094.788940
	Iteration 18Q: 3 clusters Score -8636372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 167720 members 
Entering Unmasked Estep 
Score: -8636371.000000 Penalty: 1094.788940
	Iteration 19Q: 3 clusters Score -8636371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 167721 members 
Entering Unmasked Estep 
Score: -8636373.000000 Penalty: 1094.788940
	Iteration 20F: 3 clusters Score -8636373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 24572 members 
Mstep: Class 3 contains 101183 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 5444 members 
Mstep: Class 6 contains 15962 members 
Mstep: Class 7 contains 86284 members 
Mstep: Class 8 contains 8890 members 
Mstep: Class 9 contains 53997 members 
Mstep: Class 10 contains 42613 members 
Mstep: Class 11 contains 17213 members 
Mstep: Class 12 contains 162773 members 
Mstep: Class 13 contains 1558 members 
Mstep: Class 14 contains 13148 members 
Mstep: Class 15 contains 12314 members 
Mstep: Class 16 contains 59934 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 6352 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 27370 members 
Mstep: Class 22 contains 2903 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 14837 members 
Mstep: Class 25 contains 89427 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 18143 members 
Mstep: Class 28 contains 119882 members 
Mstep: Class 29 contains 87805 members 
Mstep: Class 30 contains 1323 members 
Mstep: Class 31 contains 28770 members 
Mstep: Class 32 contains 18960 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160358 members 
Mstep: Class 36 contains 82270 members 
Mstep: Class 37 contains 15196 members 
Mstep: Class 38 contains 7252 members 
Mstep: Class 39 contains 97875 members 
Mstep: Class 40 contains 7668 members 
Mstep: Class 41 contains 20919 members 
Mstep: Class 42 contains 82554 members 
Mstep: Class 43 contains 6699 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 167820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418936.000000 Penalty: 28756.324219
Iteration 439Q: 45 clusters Score -8.741894e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 24501 members 
Mstep: Class 3 contains 101167 members 
Mstep: Class 4 contains 2343 members 
Mstep: Class 5 contains 5437 members 
Mstep: Class 6 contains 16033 members 
Mstep: Class 7 contains 86291 members 
Mstep: Class 8 contains 8887 members 
Mstep: Class 9 contains 54026 members 
Mstep: Class 10 contains 42593 members 
Mstep: Class 11 contains 17176 members 
Mstep: Class 12 contains 162700 members 
Mstep: Class 13 contains 1557 members 
Mstep: Class 14 contains 13154 members 
Mstep: Class 15 contains 12302 members 
Mstep: Class 16 contains 59986 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 2649 members 
Mstep: Class 21 contains 27397 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 27299 members 
Mstep: Class 24 contains 14809 members 
Mstep: Class 25 contains 89407 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 17975 members 
Mstep: Class 28 contains 119987 members 
Mstep: Class 29 contains 87805 members 
Mstep: Class 30 contains 1323 members 
Mstep: Class 31 contains 28717 members 
Mstep: Class 32 contains 18833 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160306 members 
Mstep: Class 36 contains 82205 members 
Mstep: Class 37 contains 15194 members 
Mstep: Class 38 contains 7241 members 
Mstep: Class 39 contains 97932 members 
Mstep: Class 40 contains 7665 members 
Mstep: Class 41 contains 20947 members 
Mstep: Class 42 contains 82544 members 
Mstep: Class 43 contains 6708 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 167736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419248.000000 Penalty: 28756.324219
Iteration 440F: 45 clusters Score -8.741925e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 24446 members 
Mstep: Class 3 contains 101148 members 
Mstep: Class 4 contains 2339 members 
Mstep: Class 5 contains 5428 members 
Mstep: Class 6 contains 16091 members 
Mstep: Class 7 contains 86289 members 
Mstep: Class 8 contains 8886 members 
Mstep: Class 9 contains 54067 members 
Mstep: Class 10 contains 42568 members 
Mstep: Class 11 contains 17133 members 
Mstep: Class 12 contains 162637 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 13149 members 
Mstep: Class 15 contains 12285 members 
Mstep: Class 16 contains 60053 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 6263 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 27414 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 27839 members 
Mstep: Class 24 contains 14785 members 
Mstep: Class 25 contains 89365 members 
Mstep: Class 26 contains 1664 members 
Mstep: Class 27 contains 17803 members 
Mstep: Class 28 contains 120054 members 
Mstep: Class 29 contains 87801 members 
Mstep: Class 30 contains 1323 members 
Mstep: Class 31 contains 28669 members 
Mstep: Class 32 contains 18675 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160248 members 
Mstep: Class 36 contains 82163 members 
Mstep: Class 37 contains 15192 members 
Mstep: Class 38 contains 7239 members 
Mstep: Class 39 contains 97983 members 
Mstep: Class 40 contains 7657 members 
Mstep: Class 41 contains 20969 members 
Mstep: Class 42 contains 82559 members 
Mstep: Class 43 contains 6721 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 167668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418976.000000 Penalty: 28756.324219
Iteration 441Q: 45 clusters Score -8.741898e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 24387 members 
Mstep: Class 3 contains 101115 members 
Mstep: Class 4 contains 2339 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 16137 members 
Mstep: Class 7 contains 86285 members 
Mstep: Class 8 contains 8887 members 
Mstep: Class 9 contains 54119 members 
Mstep: Class 10 contains 42557 members 
Mstep: Class 11 contains 17099 members 
Mstep: Class 12 contains 162564 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 13136 members 
Mstep: Class 15 contains 12280 members 
Mstep: Class 16 contains 60146 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 6218 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 27417 members 
Mstep: Class 22 contains 2924 members 
Mstep: Class 23 contains 28417 members 
Mstep: Class 24 contains 14750 members 
Mstep: Class 25 contains 89307 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 17633 members 
Mstep: Class 28 contains 120095 members 
Mstep: Class 29 contains 87831 members 
Mstep: Class 30 contains 1323 members 
Mstep: Class 31 contains 28613 members 
Mstep: Class 32 contains 18516 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160178 members 
Mstep: Class 36 contains 82124 members 
Mstep: Class 37 contains 15199 members 
Mstep: Class 38 contains 7243 members 
Mstep: Class 39 contains 97996 members 
Mstep: Class 40 contains 7653 members 
Mstep: Class 41 contains 20996 members 
Mstep: Class 42 contains 82561 members 
Mstep: Class 43 contains 6726 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 167620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418936.000000 Penalty: 28756.324219
Iteration 442Q: 45 clusters Score -8.741894e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 24307 members 
Mstep: Class 3 contains 101066 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 5409 members 
Mstep: Class 6 contains 16178 members 
Mstep: Class 7 contains 86311 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 54170 members 
Mstep: Class 10 contains 42545 members 
Mstep: Class 11 contains 17067 members 
Mstep: Class 12 contains 162534 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 13125 members 
Mstep: Class 15 contains 12281 members 
Mstep: Class 16 contains 60230 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 6167 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 27424 members 
Mstep: Class 22 contains 2934 members 
Mstep: Class 23 contains 28994 members 
Mstep: Class 24 contains 14733 members 
Mstep: Class 25 contains 89267 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 17460 members 
Mstep: Class 28 contains 120128 members 
Mstep: Class 29 contains 87850 members 
Mstep: Class 30 contains 1323 members 
Mstep: Class 31 contains 28567 members 
Mstep: Class 32 contains 18379 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 160086 members 
Mstep: Class 36 contains 82074 members 
Mstep: Class 37 contains 15202 members 
Mstep: Class 38 contains 7250 members 
Mstep: Class 39 contains 97986 members 
Mstep: Class 40 contains 7649 members 
Mstep: Class 41 contains 21028 members 
Mstep: Class 42 contains 82546 members 
Mstep: Class 43 contains 6727 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 167596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418568.000000 Penalty: 28756.324219
Iteration 443Q: 45 clusters Score -8.741857e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 24219 members 
Mstep: Class 3 contains 101012 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 16221 members 
Mstep: Class 7 contains 86345 members 
Mstep: Class 8 contains 8887 members 
Mstep: Class 9 contains 54206 members 
Mstep: Class 10 contains 42516 members 
Mstep: Class 11 contains 17027 members 
Mstep: Class 12 contains 162567 members 
Mstep: Class 13 contains 1551 members 
Mstep: Class 14 contains 13111 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 16 contains 60303 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 27436 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 29565 members 
Mstep: Class 24 contains 14705 members 
Mstep: Class 25 contains 89244 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 17293 members 
Mstep: Class 28 contains 120191 members 
Mstep: Class 29 contains 87852 members 
Mstep: Class 30 contains 1322 members 
Mstep: Class 31 contains 28532 members 
Mstep: Class 32 contains 18250 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 159971 members 
Mstep: Class 36 contains 82018 members 
Mstep: Class 37 contains 15206 members 
Mstep: Class 38 contains 7261 members 
Mstep: Class 39 contains 97985 members 
Mstep: Class 40 contains 7642 members 
Mstep: Class 41 contains 21062 members 
Mstep: Class 42 contains 82571 members 
Mstep: Class 43 contains 6728 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 167556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418384.000000 Penalty: 28756.324219
Iteration 444Q: 45 clusters Score -8.741838e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 24134 members 
Mstep: Class 3 contains 100936 members 
Mstep: Class 4 contains 2307 members 
Mstep: Class 5 contains 5370 members 
Mstep: Class 6 contains 16288 members 
Mstep: Class 7 contains 86339 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 54252 members 
Mstep: Class 10 contains 42505 members 
Mstep: Class 11 contains 16986 members 
Mstep: Class 12 contains 162606 members 
Mstep: Class 13 contains 1551 members 
Mstep: Class 14 contains 13104 members 
Mstep: Class 15 contains 12277 members 
Mstep: Class 16 contains 60371 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 6061 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 27442 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 30146 members 
Mstep: Class 24 contains 14677 members 
Mstep: Class 25 contains 89211 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 17126 members 
Mstep: Class 28 contains 120224 members 
Mstep: Class 29 contains 87850 members 
Mstep: Class 30 contains 1321 members 
Mstep: Class 31 contains 28498 members 
Mstep: Class 32 contains 18126 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 159824 members 
Mstep: Class 36 contains 81965 members 
Mstep: Class 37 contains 15211 members 
Mstep: Class 38 contains 7278 members 
Mstep: Class 39 contains 97998 members 
Mstep: Class 40 contains 7637 members 
Mstep: Class 41 contains 21105 members 
Mstep: Class 42 contains 82597 members 
Mstep: Class 43 contains 6724 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 167539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417840.000000 Penalty: 28756.324219
Iteration 445Q: 45 clusters Score -8.741784e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 24047 members 
Mstep: Class 3 contains 100862 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 16362 members 
Mstep: Class 7 contains 86336 members 
Mstep: Class 8 contains 8897 members 
Mstep: Class 9 contains 54300 members 
Mstep: Class 10 contains 42506 members 
Mstep: Class 11 contains 16938 members 
Mstep: Class 12 contains 162551 members 
Mstep: Class 13 contains 1553 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 12262 members 
Mstep: Class 16 contains 60426 members 
Mstep: Class 17 contains 1681 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 27454 members 
Mstep: Class 22 contains 2958 members 
Mstep: Class 23 contains 30773 members 
Mstep: Class 24 contains 14646 members 
Mstep: Class 25 contains 89160 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 16958 members 
Mstep: Class 28 contains 120257 members 
Mstep: Class 29 contains 87821 members 
Mstep: Class 30 contains 1321 members 
Mstep: Class 31 contains 28466 members 
Mstep: Class 32 contains 18002 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 159677 members 
Mstep: Class 36 contains 81939 members 
Mstep: Class 37 contains 15218 members 
Mstep: Class 38 contains 7288 members 
Mstep: Class 39 contains 98017 members 
Mstep: Class 40 contains 7632 members 
Mstep: Class 41 contains 21145 members 
Mstep: Class 42 contains 82632 members 
Mstep: Class 43 contains 6719 members 
Mstep: Class 44 contains 739 members 
Mstep: Class 45 contains 167572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417816.000000 Penalty: 28756.324219
Iteration 446Q: 45 clusters Score -8.741782e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 23981 members 
Mstep: Class 3 contains 100790 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 16413 members 
Mstep: Class 7 contains 86362 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 54354 members 
Mstep: Class 10 contains 42489 members 
Mstep: Class 11 contains 16884 members 
Mstep: Class 12 contains 162510 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 13077 members 
Mstep: Class 15 contains 12244 members 
Mstep: Class 16 contains 60472 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 2632 members 
Mstep: Class 21 contains 27460 members 
Mstep: Class 22 contains 2960 members 
Mstep: Class 23 contains 31480 members 
Mstep: Class 24 contains 14609 members 
Mstep: Class 25 contains 89136 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 16802 members 
Mstep: Class 28 contains 120276 members 
Mstep: Class 29 contains 87788 members 
Mstep: Class 30 contains 1320 members 
Mstep: Class 31 contains 28431 members 
Mstep: Class 32 contains 17893 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 159505 members 
Mstep: Class 36 contains 81916 members 
Mstep: Class 37 contains 15222 members 
Mstep: Class 38 contains 7304 members 
Mstep: Class 39 contains 98024 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 21199 members 
Mstep: Class 42 contains 82652 members 
Mstep: Class 43 contains 6715 members 
Mstep: Class 44 contains 738 members 
Mstep: Class 45 contains 167571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417704.000000 Penalty: 28756.324219
Iteration 447Q: 45 clusters Score -8.74177e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 23903 members 
Mstep: Class 3 contains 100718 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 16470 members 
Mstep: Class 7 contains 86443 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 54414 members 
Mstep: Class 10 contains 42463 members 
Mstep: Class 11 contains 16832 members 
Mstep: Class 12 contains 162490 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 13058 members 
Mstep: Class 15 contains 12220 members 
Mstep: Class 16 contains 60529 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 5897 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 21 contains 27455 members 
Mstep: Class 22 contains 2964 members 
Mstep: Class 23 contains 32175 members 
Mstep: Class 24 contains 14558 members 
Mstep: Class 25 contains 89078 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 16648 members 
Mstep: Class 28 contains 120312 members 
Mstep: Class 29 contains 87752 members 
Mstep: Class 30 contains 1318 members 
Mstep: Class 31 contains 28401 members 
Mstep: Class 32 contains 17804 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 159299 members 
Mstep: Class 36 contains 81894 members 
Mstep: Class 37 contains 15230 members 
Mstep: Class 38 contains 7314 members 
Mstep: Class 39 contains 98079 members 
Mstep: Class 40 contains 7613 members 
Mstep: Class 41 contains 21246 members 
Mstep: Class 42 contains 82618 members 
Mstep: Class 43 contains 6716 members 
Mstep: Class 44 contains 734 members 
Mstep: Class 45 contains 167544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417632.000000 Penalty: 28756.324219
Iteration 448Q: 45 clusters Score -8.741763e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 23848 members 
Mstep: Class 3 contains 100648 members 
Mstep: Class 4 contains 2317 members 
Mstep: Class 5 contains 5289 members 
Mstep: Class 6 contains 16522 members 
Mstep: Class 7 contains 86524 members 
Mstep: Class 8 contains 8914 members 
Mstep: Class 9 contains 54475 members 
Mstep: Class 10 contains 42447 members 
Mstep: Class 11 contains 16775 members 
Mstep: Class 12 contains 162463 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 13039 members 
Mstep: Class 15 contains 12200 members 
Mstep: Class 16 contains 60563 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 5837 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 27455 members 
Mstep: Class 22 contains 2968 members 
Mstep: Class 23 contains 32875 members 
Mstep: Class 24 contains 14505 members 
Mstep: Class 25 contains 89062 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 16489 members 
Mstep: Class 28 contains 120349 members 
Mstep: Class 29 contains 87699 members 
Mstep: Class 30 contains 1317 members 
Mstep: Class 31 contains 28381 members 
Mstep: Class 32 contains 17711 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 159076 members 
Mstep: Class 36 contains 81853 members 
Mstep: Class 37 contains 15236 members 
Mstep: Class 38 contains 7330 members 
Mstep: Class 39 contains 98122 members 
Mstep: Class 40 contains 7601 members 
Mstep: Class 41 contains 21293 members 
Mstep: Class 42 contains 82575 members 
Mstep: Class 43 contains 6717 members 
Mstep: Class 44 contains 731 members 
Mstep: Class 45 contains 167533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417176.000000 Penalty: 28756.324219
Iteration 449Q: 45 clusters Score -8.741718e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 23793 members 
Mstep: Class 3 contains 100559 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 5 contains 5282 members 
Mstep: Class 6 contains 16564 members 
Mstep: Class 7 contains 86689 members 
Mstep: Class 8 contains 8924 members 
Mstep: Class 9 contains 54519 members 
Mstep: Class 10 contains 42417 members 
Mstep: Class 11 contains 16727 members 
Mstep: Class 12 contains 162454 members 
Mstep: Class 13 contains 1560 members 
Mstep: Class 14 contains 13017 members 
Mstep: Class 15 contains 12172 members 
Mstep: Class 16 contains 60579 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 5774 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 27459 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 33631 members 
Mstep: Class 24 contains 14451 members 
Mstep: Class 25 contains 89081 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 16329 members 
Mstep: Class 28 contains 120354 members 
Mstep: Class 29 contains 87649 members 
Mstep: Class 30 contains 1316 members 
Mstep: Class 31 contains 28356 members 
Mstep: Class 32 contains 17628 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 158808 members 
Mstep: Class 36 contains 81787 members 
Mstep: Class 37 contains 15245 members 
Mstep: Class 38 contains 7352 members 
Mstep: Class 39 contains 98187 members 
Mstep: Class 40 contains 7587 members 
Mstep: Class 41 contains 21338 members 
Mstep: Class 42 contains 82460 members 
Mstep: Class 43 contains 6716 members 
Mstep: Class 44 contains 732 members 
Mstep: Class 45 contains 167544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417032.000000 Penalty: 28756.324219
Iteration 450Q: 45 clusters Score -8.741703e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 23761 members 
Mstep: Class 3 contains 100436 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 5273 members 
Mstep: Class 6 contains 16591 members 
Mstep: Class 7 contains 86783 members 
Mstep: Class 8 contains 8931 members 
Mstep: Class 9 contains 54551 members 
Mstep: Class 10 contains 42394 members 
Mstep: Class 11 contains 16692 members 
Mstep: Class 12 contains 162366 members 
Mstep: Class 13 contains 1562 members 
Mstep: Class 14 contains 12999 members 
Mstep: Class 15 contains 12145 members 
Mstep: Class 16 contains 60602 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 5704 members 
Mstep: Class 20 contains 2636 members 
Mstep: Class 21 contains 27468 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 34437 members 
Mstep: Class 24 contains 14387 members 
Mstep: Class 25 contains 89130 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 16159 members 
Mstep: Class 28 contains 120397 members 
Mstep: Class 29 contains 87596 members 
Mstep: Class 30 contains 1315 members 
Mstep: Class 31 contains 28336 members 
Mstep: Class 32 contains 17565 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 158566 members 
Mstep: Class 36 contains 81702 members 
Mstep: Class 37 contains 15248 members 
Mstep: Class 38 contains 7371 members 
Mstep: Class 39 contains 98275 members 
Mstep: Class 40 contains 7581 members 
Mstep: Class 41 contains 21373 members 
Mstep: Class 42 contains 82367 members 
Mstep: Class 43 contains 6719 members 
Mstep: Class 44 contains 732 members 
Mstep: Class 45 contains 167554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416848.000000 Penalty: 28756.324219
Iteration 451Q: 45 clusters Score -8.741685e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 23715 members 
Mstep: Class 3 contains 100305 members 
Mstep: Class 4 contains 2306 members 
Mstep: Class 5 contains 5263 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 86881 members 
Mstep: Class 8 contains 8937 members 
Mstep: Class 9 contains 54596 members 
Mstep: Class 10 contains 42375 members 
Mstep: Class 11 contains 16654 members 
Mstep: Class 12 contains 162235 members 
Mstep: Class 13 contains 1564 members 
Mstep: Class 14 contains 12977 members 
Mstep: Class 15 contains 12121 members 
Mstep: Class 16 contains 60619 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 5622 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 27475 members 
Mstep: Class 22 contains 2989 members 
Mstep: Class 23 contains 35321 members 
Mstep: Class 24 contains 14316 members 
Mstep: Class 25 contains 89180 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 16009 members 
Mstep: Class 28 contains 120447 members 
Mstep: Class 29 contains 87537 members 
Mstep: Class 30 contains 1312 members 
Mstep: Class 31 contains 28305 members 
Mstep: Class 32 contains 17513 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 158315 members 
Mstep: Class 36 contains 81638 members 
Mstep: Class 37 contains 15249 members 
Mstep: Class 38 contains 7390 members 
Mstep: Class 39 contains 98334 members 
Mstep: Class 40 contains 7577 members 
Mstep: Class 41 contains 21403 members 
Mstep: Class 42 contains 82290 members 
Mstep: Class 43 contains 6723 members 
Mstep: Class 44 contains 733 members 
Mstep: Class 45 contains 167567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416104.000000 Penalty: 28756.324219
Iteration 452Q: 45 clusters Score -8.74161e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 23671 members 
Mstep: Class 3 contains 100200 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 5251 members 
Mstep: Class 6 contains 16642 members 
Mstep: Class 7 contains 86957 members 
Mstep: Class 8 contains 8942 members 
Mstep: Class 9 contains 54627 members 
Mstep: Class 10 contains 42357 members 
Mstep: Class 11 contains 16608 members 
Mstep: Class 12 contains 162067 members 
Mstep: Class 13 contains 1568 members 
Mstep: Class 14 contains 12961 members 
Mstep: Class 15 contains 12092 members 
Mstep: Class 16 contains 60647 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 5539 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 27490 members 
Mstep: Class 22 contains 2995 members 
Mstep: Class 23 contains 36257 members 
Mstep: Class 24 contains 14233 members 
Mstep: Class 25 contains 89209 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 120518 members 
Mstep: Class 29 contains 87445 members 
Mstep: Class 30 contains 1312 members 
Mstep: Class 31 contains 28279 members 
Mstep: Class 32 contains 17460 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 158064 members 
Mstep: Class 36 contains 81604 members 
Mstep: Class 37 contains 15255 members 
Mstep: Class 38 contains 7404 members 
Mstep: Class 39 contains 98395 members 
Mstep: Class 40 contains 7565 members 
Mstep: Class 41 contains 21443 members 
Mstep: Class 42 contains 82215 members 
Mstep: Class 43 contains 6725 members 
Mstep: Class 44 contains 734 members 
Mstep: Class 45 contains 167558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416104.000000 Penalty: 28756.324219
Iteration 453Q: 45 clusters Score -8.74161e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 23616 members 
Mstep: Class 3 contains 100072 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 5238 members 
Mstep: Class 6 contains 16663 members 
Mstep: Class 7 contains 87053 members 
Mstep: Class 8 contains 8943 members 
Mstep: Class 9 contains 54655 members 
Mstep: Class 10 contains 42312 members 
Mstep: Class 11 contains 16580 members 
Mstep: Class 12 contains 161977 members 
Mstep: Class 13 contains 1570 members 
Mstep: Class 14 contains 12937 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 60675 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 5451 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 27522 members 
Mstep: Class 22 contains 3009 members 
Mstep: Class 23 contains 37241 members 
Mstep: Class 24 contains 14155 members 
Mstep: Class 25 contains 89217 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 15715 members 
Mstep: Class 28 contains 120587 members 
Mstep: Class 29 contains 87374 members 
Mstep: Class 30 contains 1313 members 
Mstep: Class 31 contains 28245 members 
Mstep: Class 32 contains 17384 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 157799 members 
Mstep: Class 36 contains 81538 members 
Mstep: Class 37 contains 15265 members 
Mstep: Class 38 contains 7418 members 
Mstep: Class 39 contains 98457 members 
Mstep: Class 40 contains 7545 members 
Mstep: Class 41 contains 21495 members 
Mstep: Class 42 contains 82165 members 
Mstep: Class 43 contains 6722 members 
Mstep: Class 44 contains 740 members 
Mstep: Class 45 contains 167490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416048.000000 Penalty: 28756.324219
Iteration 454Q: 45 clusters Score -8.741605e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 23551 members 
Mstep: Class 3 contains 99953 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 5228 members 
Mstep: Class 6 contains 16683 members 
Mstep: Class 7 contains 87136 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 54685 members 
Mstep: Class 10 contains 42246 members 
Mstep: Class 11 contains 16550 members 
Mstep: Class 12 contains 161929 members 
Mstep: Class 13 contains 1567 members 
Mstep: Class 14 contains 12918 members 
Mstep: Class 15 contains 12015 members 
Mstep: Class 16 contains 60700 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 5354 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 27562 members 
Mstep: Class 22 contains 3018 members 
Mstep: Class 23 contains 38270 members 
Mstep: Class 24 contains 14074 members 
Mstep: Class 25 contains 89239 members 
Mstep: Class 26 contains 1669 members 
Mstep: Class 27 contains 15559 members 
Mstep: Class 28 contains 120632 members 
Mstep: Class 29 contains 87304 members 
Mstep: Class 30 contains 1311 members 
Mstep: Class 31 contains 28217 members 
Mstep: Class 32 contains 17285 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 157527 members 
Mstep: Class 36 contains 81462 members 
Mstep: Class 37 contains 15270 members 
Mstep: Class 38 contains 7435 members 
Mstep: Class 39 contains 98516 members 
Mstep: Class 40 contains 7528 members 
Mstep: Class 41 contains 21545 members 
Mstep: Class 42 contains 82176 members 
Mstep: Class 43 contains 6718 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 167405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87415752.000000 Penalty: 28756.324219
Iteration 455Q: 45 clusters Score -8.741575e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 23492 members 
Mstep: Class 3 contains 99810 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 5213 members 
Mstep: Class 6 contains 16690 members 
Mstep: Class 7 contains 87230 members 
Mstep: Class 8 contains 8940 members 
Mstep: Class 9 contains 54709 members 
Mstep: Class 10 contains 42177 members 
Mstep: Class 11 contains 16506 members 
Mstep: Class 12 contains 161969 members 
Mstep: Class 13 contains 1565 members 
Mstep: Class 14 contains 12893 members 
Mstep: Class 15 contains 11964 members 
Mstep: Class 16 contains 60716 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 5233 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 27605 members 
Mstep: Class 22 contains 3029 members 
Mstep: Class 23 contains 39294 members 
Mstep: Class 24 contains 13981 members 
Mstep: Class 25 contains 89272 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 15411 members 
Mstep: Class 28 contains 120641 members 
Mstep: Class 29 contains 87224 members 
Mstep: Class 30 contains 1310 members 
Mstep: Class 31 contains 28174 members 
Mstep: Class 32 contains 17184 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 157233 members 
Mstep: Class 36 contains 81401 members 
Mstep: Class 37 contains 15275 members 
Mstep: Class 38 contains 7453 members 
Mstep: Class 39 contains 98578 members 
Mstep: Class 40 contains 7516 members 
Mstep: Class 41 contains 21595 members 
Mstep: Class 42 contains 82178 members 
Mstep: Class 43 contains 6719 members 
Mstep: Class 44 contains 743 members 
Mstep: Class 45 contains 167363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87415312.000000 Penalty: 28756.324219
Iteration 456Q: 45 clusters Score -8.741531e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 23431 members 
Mstep: Class 3 contains 99676 members 
Mstep: Class 4 contains 2308 members 
Mstep: Class 5 contains 5188 members 
Mstep: Class 6 contains 16696 members 
Mstep: Class 7 contains 87321 members 
Mstep: Class 8 contains 8940 members 
Mstep: Class 9 contains 54743 members 
Mstep: Class 10 contains 42082 members 
Mstep: Class 11 contains 16471 members 
Mstep: Class 12 contains 161936 members 
Mstep: Class 13 contains 1570 members 
Mstep: Class 14 contains 12881 members 
Mstep: Class 15 contains 11913 members 
Mstep: Class 16 contains 60722 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 5106 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 27647 members 
Mstep: Class 22 contains 3041 members 
Mstep: Class 23 contains 40403 members 
Mstep: Class 24 contains 13846 members 
Mstep: Class 25 contains 89332 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 15270 members 
Mstep: Class 28 contains 120611 members 
Mstep: Class 29 contains 87137 members 
Mstep: Class 30 contains 1306 members 
Mstep: Class 31 contains 28132 members 
Mstep: Class 32 contains 17087 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 156915 members 
Mstep: Class 36 contains 81347 members 
Mstep: Class 37 contains 15286 members 
Mstep: Class 38 contains 7482 members 
Mstep: Class 39 contains 98700 members 
Mstep: Class 40 contains 7514 members 
Mstep: Class 41 contains 21636 members 
Mstep: Class 42 contains 82172 members 
Mstep: Class 43 contains 6718 members 
Mstep: Class 44 contains 744 members 
Mstep: Class 45 contains 167349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87414496.000000 Penalty: 28756.324219
Iteration 457Q: 45 clusters Score -8.74145e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 23380 members 
Mstep: Class 3 contains 99511 members 
Mstep: Class 4 contains 2314 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 6 contains 16705 members 
Mstep: Class 7 contains 87369 members 
Mstep: Class 8 contains 8946 members 
Mstep: Class 9 contains 54795 members 
Mstep: Class 10 contains 41994 members 
Mstep: Class 11 contains 16444 members 
Mstep: Class 12 contains 161980 members 
Mstep: Class 13 contains 1573 members 
Mstep: Class 14 contains 12868 members 
Mstep: Class 15 contains 11854 members 
Mstep: Class 16 contains 60725 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 27687 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 41536 members 
Mstep: Class 24 contains 13691 members 
Mstep: Class 25 contains 89368 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 15138 members 
Mstep: Class 28 contains 120560 members 
Mstep: Class 29 contains 87068 members 
Mstep: Class 30 contains 1302 members 
Mstep: Class 31 contains 28100 members 
Mstep: Class 32 contains 16987 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 156575 members 
Mstep: Class 36 contains 81298 members 
Mstep: Class 37 contains 15292 members 
Mstep: Class 38 contains 7516 members 
Mstep: Class 39 contains 98779 members 
Mstep: Class 40 contains 7517 members 
Mstep: Class 41 contains 21674 members 
Mstep: Class 42 contains 82219 members 
Mstep: Class 43 contains 6718 members 
Mstep: Class 44 contains 745 members 
Mstep: Class 45 contains 167309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413792.000000 Penalty: 28756.324219
Iteration 458Q: 45 clusters Score -8.741379e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 23315 members 
Mstep: Class 3 contains 99332 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 5128 members 
Mstep: Class 6 contains 16715 members 
Mstep: Class 7 contains 87416 members 
Mstep: Class 8 contains 8947 members 
Mstep: Class 9 contains 54848 members 
Mstep: Class 10 contains 41899 members 
Mstep: Class 11 contains 16427 members 
Mstep: Class 12 contains 162065 members 
Mstep: Class 13 contains 1579 members 
Mstep: Class 14 contains 12847 members 
Mstep: Class 15 contains 11806 members 
Mstep: Class 16 contains 60738 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 4794 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 27710 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 42712 members 
Mstep: Class 24 contains 13543 members 
Mstep: Class 25 contains 89393 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 15005 members 
Mstep: Class 28 contains 120511 members 
Mstep: Class 29 contains 86995 members 
Mstep: Class 30 contains 1300 members 
Mstep: Class 31 contains 28066 members 
Mstep: Class 32 contains 16886 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 156191 members 
Mstep: Class 36 contains 81263 members 
Mstep: Class 37 contains 15295 members 
Mstep: Class 38 contains 7536 members 
Mstep: Class 39 contains 98815 members 
Mstep: Class 40 contains 7526 members 
Mstep: Class 41 contains 21707 members 
Mstep: Class 42 contains 82256 members 
Mstep: Class 43 contains 6715 members 
Mstep: Class 44 contains 743 members 
Mstep: Class 45 contains 167374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412664.000000 Penalty: 28756.324219
Iteration 459Q: 45 clusters Score -8.741266e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 23274 members 
Mstep: Class 3 contains 99162 members 
Mstep: Class 4 contains 2301 members 
Mstep: Class 5 contains 5089 members 
Mstep: Class 6 contains 16725 members 
Mstep: Class 7 contains 87445 members 
Mstep: Class 8 contains 8950 members 
Mstep: Class 9 contains 54871 members 
Mstep: Class 10 contains 41780 members 
Mstep: Class 11 contains 16407 members 
Mstep: Class 12 contains 162029 members 
Mstep: Class 13 contains 1588 members 
Mstep: Class 14 contains 12849 members 
Mstep: Class 15 contains 11745 members 
Mstep: Class 16 contains 60745 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 27741 members 
Mstep: Class 22 contains 3090 members 
Mstep: Class 23 contains 43942 members 
Mstep: Class 24 contains 13405 members 
Mstep: Class 25 contains 89412 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 14874 members 
Mstep: Class 28 contains 120435 members 
Mstep: Class 29 contains 86905 members 
Mstep: Class 30 contains 1295 members 
Mstep: Class 31 contains 28030 members 
Mstep: Class 32 contains 16827 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 155802 members 
Mstep: Class 36 contains 81269 members 
Mstep: Class 37 contains 15296 members 
Mstep: Class 38 contains 7553 members 
Mstep: Class 39 contains 98876 members 
Mstep: Class 40 contains 7534 members 
Mstep: Class 41 contains 21737 members 
Mstep: Class 42 contains 82253 members 
Mstep: Class 43 contains 6714 members 
Mstep: Class 44 contains 744 members 
Mstep: Class 45 contains 167534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411800.000000 Penalty: 28756.324219
Iteration 460F: 45 clusters Score -8.74118e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 23201 members 
Mstep: Class 3 contains 99010 members 
Mstep: Class 4 contains 2292 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 16732 members 
Mstep: Class 7 contains 87454 members 
Mstep: Class 8 contains 8943 members 
Mstep: Class 9 contains 54904 members 
Mstep: Class 10 contains 41676 members 
Mstep: Class 11 contains 16380 members 
Mstep: Class 12 contains 162096 members 
Mstep: Class 13 contains 1595 members 
Mstep: Class 14 contains 12858 members 
Mstep: Class 15 contains 11681 members 
Mstep: Class 16 contains 60758 members 
Mstep: Class 17 contains 1671 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 4481 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 27779 members 
Mstep: Class 22 contains 3109 members 
Mstep: Class 23 contains 45190 members 
Mstep: Class 24 contains 13294 members 
Mstep: Class 25 contains 89418 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 14745 members 
Mstep: Class 28 contains 120320 members 
Mstep: Class 29 contains 86819 members 
Mstep: Class 30 contains 1293 members 
Mstep: Class 31 contains 27988 members 
Mstep: Class 32 contains 16766 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 155344 members 
Mstep: Class 36 contains 81286 members 
Mstep: Class 37 contains 15297 members 
Mstep: Class 38 contains 7569 members 
Mstep: Class 39 contains 98903 members 
Mstep: Class 40 contains 7529 members 
Mstep: Class 41 contains 21773 members 
Mstep: Class 42 contains 82261 members 
Mstep: Class 43 contains 6711 members 
Mstep: Class 44 contains 743 members 
Mstep: Class 45 contains 167687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411168.000000 Penalty: 28756.324219
Iteration 461Q: 45 clusters Score -8.741117e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 23148 members 
Mstep: Class 3 contains 98844 members 
Mstep: Class 4 contains 2287 members 
Mstep: Class 5 contains 4997 members 
Mstep: Class 6 contains 16746 members 
Mstep: Class 7 contains 87475 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 54935 members 
Mstep: Class 10 contains 41564 members 
Mstep: Class 11 contains 16359 members 
Mstep: Class 12 contains 162147 members 
Mstep: Class 13 contains 1603 members 
Mstep: Class 14 contains 12852 members 
Mstep: Class 15 contains 11621 members 
Mstep: Class 16 contains 60754 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 4323 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 27810 members 
Mstep: Class 22 contains 3129 members 
Mstep: Class 23 contains 46535 members 
Mstep: Class 24 contains 13140 members 
Mstep: Class 25 contains 89434 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 14616 members 
Mstep: Class 28 contains 120150 members 
Mstep: Class 29 contains 86735 members 
Mstep: Class 30 contains 1291 members 
Mstep: Class 31 contains 27959 members 
Mstep: Class 32 contains 16677 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 154884 members 
Mstep: Class 36 contains 81269 members 
Mstep: Class 37 contains 15300 members 
Mstep: Class 38 contains 7583 members 
Mstep: Class 39 contains 98938 members 
Mstep: Class 40 contains 7528 members 
Mstep: Class 41 contains 21816 members 
Mstep: Class 42 contains 82279 members 
Mstep: Class 43 contains 6705 members 
Mstep: Class 44 contains 743 members 
Mstep: Class 45 contains 167889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409960.000000 Penalty: 28756.324219
Iteration 462Q: 45 clusters Score -8.740996e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 23081 members 
Mstep: Class 3 contains 98691 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 4943 members 
Mstep: Class 6 contains 16760 members 
Mstep: Class 7 contains 87497 members 
Mstep: Class 8 contains 8934 members 
Mstep: Class 9 contains 54990 members 
Mstep: Class 10 contains 41434 members 
Mstep: Class 11 contains 16335 members 
Mstep: Class 12 contains 162193 members 
Mstep: Class 13 contains 1606 members 
Mstep: Class 14 contains 12837 members 
Mstep: Class 15 contains 11552 members 
Mstep: Class 16 contains 60742 members 
Mstep: Class 17 contains 1661 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 27833 members 
Mstep: Class 22 contains 3153 members 
Mstep: Class 23 contains 47919 members 
Mstep: Class 24 contains 12980 members 
Mstep: Class 25 contains 89440 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 14487 members 
Mstep: Class 28 contains 119979 members 
Mstep: Class 29 contains 86663 members 
Mstep: Class 30 contains 1290 members 
Mstep: Class 31 contains 27933 members 
Mstep: Class 32 contains 16617 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 154386 members 
Mstep: Class 36 contains 81264 members 
Mstep: Class 37 contains 15290 members 
Mstep: Class 38 contains 7588 members 
Mstep: Class 39 contains 98966 members 
Mstep: Class 40 contains 7529 members 
Mstep: Class 41 contains 21836 members 
Mstep: Class 42 contains 82291 members 
Mstep: Class 43 contains 6702 members 
Mstep: Class 44 contains 743 members 
Mstep: Class 45 contains 168135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408920.000000 Penalty: 28756.324219
Iteration 463Q: 45 clusters Score -8.740892e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 23015 members 
Mstep: Class 3 contains 98522 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 4889 members 
Mstep: Class 6 contains 16769 members 
Mstep: Class 7 contains 87560 members 
Mstep: Class 8 contains 8934 members 
Mstep: Class 9 contains 55019 members 
Mstep: Class 10 contains 41304 members 
Mstep: Class 11 contains 16299 members 
Mstep: Class 12 contains 162245 members 
Mstep: Class 13 contains 1609 members 
Mstep: Class 14 contains 12822 members 
Mstep: Class 15 contains 11479 members 
Mstep: Class 16 contains 60715 members 
Mstep: Class 17 contains 1655 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 3985 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 27878 members 
Mstep: Class 22 contains 3182 members 
Mstep: Class 23 contains 49364 members 
Mstep: Class 24 contains 12788 members 
Mstep: Class 25 contains 89451 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 14370 members 
Mstep: Class 28 contains 119771 members 
Mstep: Class 29 contains 86563 members 
Mstep: Class 30 contains 1290 members 
Mstep: Class 31 contains 27902 members 
Mstep: Class 32 contains 16574 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 153912 members 
Mstep: Class 36 contains 81249 members 
Mstep: Class 37 contains 15277 members 
Mstep: Class 38 contains 7598 members 
Mstep: Class 39 contains 98965 members 
Mstep: Class 40 contains 7530 members 
Mstep: Class 41 contains 21854 members 
Mstep: Class 42 contains 82278 members 
Mstep: Class 43 contains 6701 members 
Mstep: Class 44 contains 744 members 
Mstep: Class 45 contains 168442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87407656.000000 Penalty: 28756.324219
Iteration 464Q: 45 clusters Score -8.740766e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 22963 members 
Mstep: Class 3 contains 98335 members 
Mstep: Class 4 contains 2263 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 16784 members 
Mstep: Class 7 contains 87595 members 
Mstep: Class 8 contains 8932 members 
Mstep: Class 9 contains 55038 members 
Mstep: Class 10 contains 41151 members 
Mstep: Class 11 contains 16266 members 
Mstep: Class 12 contains 162369 members 
Mstep: Class 13 contains 1608 members 
Mstep: Class 14 contains 12779 members 
Mstep: Class 15 contains 11409 members 
Mstep: Class 16 contains 60679 members 
Mstep: Class 17 contains 1647 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 3810 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 27930 members 
Mstep: Class 22 contains 3208 members 
Mstep: Class 23 contains 50889 members 
Mstep: Class 24 contains 12596 members 
Mstep: Class 25 contains 89460 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 14252 members 
Mstep: Class 28 contains 119558 members 
Mstep: Class 29 contains 86445 members 
Mstep: Class 30 contains 1289 members 
Mstep: Class 31 contains 27883 members 
Mstep: Class 32 contains 16493 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 153370 members 
Mstep: Class 36 contains 81238 members 
Mstep: Class 37 contains 15258 members 
Mstep: Class 38 contains 7603 members 
Mstep: Class 39 contains 98950 members 
Mstep: Class 40 contains 7535 members 
Mstep: Class 41 contains 21880 members 
Mstep: Class 42 contains 82323 members 
Mstep: Class 43 contains 6698 members 
Mstep: Class 44 contains 744 members 
Mstep: Class 45 contains 168782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406328.000000 Penalty: 28756.324219
Iteration 465Q: 45 clusters Score -8.740633e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 22917 members 
Mstep: Class 3 contains 98140 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 16801 members 
Mstep: Class 7 contains 87627 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 55047 members 
Mstep: Class 10 contains 41015 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 162382 members 
Mstep: Class 13 contains 1611 members 
Mstep: Class 14 contains 12738 members 
Mstep: Class 15 contains 11326 members 
Mstep: Class 16 contains 60655 members 
Mstep: Class 17 contains 1640 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 27968 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 52592 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 89485 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 14116 members 
Mstep: Class 28 contains 119315 members 
Mstep: Class 29 contains 86376 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 27854 members 
Mstep: Class 32 contains 16427 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 152708 members 
Mstep: Class 36 contains 81181 members 
Mstep: Class 37 contains 15249 members 
Mstep: Class 38 contains 7609 members 
Mstep: Class 39 contains 99001 members 
Mstep: Class 40 contains 7533 members 
Mstep: Class 41 contains 21893 members 
Mstep: Class 42 contains 82348 members 
Mstep: Class 43 contains 6697 members 
Mstep: Class 44 contains 742 members 
Mstep: Class 45 contains 169164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404056.000000 Penalty: 28756.324219
Iteration 466Q: 45 clusters Score -8.740406e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 22862 members 
Mstep: Class 3 contains 97908 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 4733 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 7 contains 87629 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 55059 members 
Mstep: Class 10 contains 40869 members 
Mstep: Class 11 contains 16193 members 
Mstep: Class 12 contains 162458 members 
Mstep: Class 13 contains 1614 members 
Mstep: Class 14 contains 12710 members 
Mstep: Class 15 contains 11243 members 
Mstep: Class 16 contains 60658 members 
Mstep: Class 17 contains 1636 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 28021 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 54381 members 
Mstep: Class 24 contains 12185 members 
Mstep: Class 25 contains 89502 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 13944 members 
Mstep: Class 28 contains 119098 members 
Mstep: Class 29 contains 86304 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 27833 members 
Mstep: Class 32 contains 16392 members 
Mstep: Class 33 contains 98 members 
Mstep: Class 35 contains 151992 members 
Mstep: Class 36 contains 81100 members 
Mstep: Class 37 contains 15234 members 
Mstep: Class 38 contains 7618 members 
Mstep: Class 39 contains 99040 members 
Mstep: Class 40 contains 7528 members 
Mstep: Class 41 contains 21892 members 
Mstep: Class 42 contains 82371 members 
Mstep: Class 43 contains 6696 members 
Mstep: Class 44 contains 739 members 
Mstep: Class 45 contains 169557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403392.000000 Penalty: 28756.324219
Iteration 467Q: 45 clusters Score -8.740339e+07 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 22808 members 
Mstep: Class 3 contains 97693 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 4680 members 
Mstep: Class 6 contains 16855 members 
Mstep: Class 7 contains 87634 members 
Mstep: Class 8 contains 8924 members 
Mstep: Class 9 contains 55079 members 
Mstep: Class 10 contains 40743 members 
Mstep: Class 11 contains 16158 members 
Mstep: Class 12 contains 162353 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 14 contains 12689 members 
Mstep: Class 15 contains 11146 members 
Mstep: Class 16 contains 60639 members 
Mstep: Class 17 contains 1633 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 3272 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 28076 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 56244 members 
Mstep: Class 24 contains 11956 members 
Mstep: Class 25 contains 89501 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 13763 members 
Mstep: Class 28 contains 118881 members 
Mstep: Class 29 contains 86216 members 
Mstep: Class 30 contains 1283 members 
Mstep: Class 31 contains 27805 members 
Mstep: Class 32 contains 16387 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 151245 members 
Mstep: Class 36 contains 81069 members 
Mstep: Class 37 contains 15214 members 
Mstep: Class 38 contains 7635 members 
Mstep: Class 39 contains 99098 members 
Mstep: Class 40 contains 7526 members 
Mstep: Class 41 contains 21903 members 
Mstep: Class 42 contains 82357 members 
Mstep: Class 43 contains 6694 members 
Mstep: Class 44 contains 740 members 
Mstep: Class 45 contains 170024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87402304.000000 Penalty: 28756.324219
Iteration 468Q: 45 clusters Score -8.74023e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 22734 members 
Mstep: Class 3 contains 97475 members 
Mstep: Class 4 contains 2182 members 
Mstep: Class 5 contains 4611 members 
Mstep: Class 6 contains 16881 members 
Mstep: Class 7 contains 87610 members 
Mstep: Class 8 contains 8927 members 
Mstep: Class 9 contains 55083 members 
Mstep: Class 10 contains 40632 members 
Mstep: Class 11 contains 16096 members 
Mstep: Class 12 contains 162325 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 14 contains 12676 members 
Mstep: Class 15 contains 11055 members 
Mstep: Class 16 contains 60630 members 
Mstep: Class 17 contains 1633 members 
Mstep: Class 18 contains 1147 members 
Mstep: Class 19 contains 3107 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 28125 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 58135 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 89482 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 13612 members 
Mstep: Class 28 contains 118599 members 
Mstep: Class 29 contains 86114 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 27765 members 
Mstep: Class 32 contains 16368 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 150424 members 
Mstep: Class 36 contains 81094 members 
Mstep: Class 37 contains 15184 members 
Mstep: Class 38 contains 7640 members 
Mstep: Class 39 contains 99164 members 
Mstep: Class 40 contains 7516 members 
Mstep: Class 41 contains 21934 members 
Mstep: Class 42 contains 82368 members 
Mstep: Class 43 contains 6694 members 
Mstep: Class 44 contains 740 members 
Mstep: Class 45 contains 170534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400808.000000 Penalty: 28756.324219
Iteration 469Q: 45 clusters Score -8.740081e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 22633 members 
Mstep: Class 3 contains 97272 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 4533 members 
Mstep: Class 6 contains 16910 members 
Mstep: Class 7 contains 87609 members 
Mstep: Class 8 contains 8928 members 
Mstep: Class 9 contains 55085 members 
Mstep: Class 10 contains 40553 members 
Mstep: Class 11 contains 16057 members 
Mstep: Class 12 contains 162323 members 
Mstep: Class 13 contains 1616 members 
Mstep: Class 14 contains 12668 members 
Mstep: Class 15 contains 10947 members 
Mstep: Class 16 contains 60625 members 
Mstep: Class 17 contains 1632 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 28166 members 
Mstep: Class 22 contains 3369 members 
Mstep: Class 23 contains 60157 members 
Mstep: Class 24 contains 11544 members 
Mstep: Class 25 contains 89467 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 13456 members 
Mstep: Class 28 contains 118275 members 
Mstep: Class 29 contains 86050 members 
Mstep: Class 30 contains 1272 members 
Mstep: Class 31 contains 27707 members 
Mstep: Class 32 contains 16334 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 149408 members 
Mstep: Class 36 contains 81083 members 
Mstep: Class 37 contains 15161 members 
Mstep: Class 38 contains 7648 members 
Mstep: Class 39 contains 99205 members 
Mstep: Class 40 contains 7507 members 
Mstep: Class 41 contains 21968 members 
Mstep: Class 42 contains 82372 members 
Mstep: Class 43 contains 6695 members 
Mstep: Class 44 contains 737 members 
Mstep: Class 45 contains 171096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87399544.000000 Penalty: 28756.324219
Iteration 470Q: 45 clusters Score -8.739954e+07 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 22548 members 
Mstep: Class 3 contains 97028 members 
Mstep: Class 4 contains 2175 members 
Mstep: Class 5 contains 4470 members 
Mstep: Class 6 contains 16939 members 
Mstep: Class 7 contains 87593 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 55065 members 
Mstep: Class 10 contains 40445 members 
Mstep: Class 11 contains 15991 members 
Mstep: Class 12 contains 162340 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 12650 members 
Mstep: Class 15 contains 10831 members 
Mstep: Class 16 contains 60623 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 28220 members 
Mstep: Class 22 contains 3422 members 
Mstep: Class 23 contains 62379 members 
Mstep: Class 24 contains 11333 members 
Mstep: Class 25 contains 89440 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 13285 members 
Mstep: Class 28 contains 117914 members 
Mstep: Class 29 contains 85946 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 27648 members 
Mstep: Class 32 contains 16310 members 
Mstep: Class 33 contains 97 members 
Mstep: Class 35 contains 148342 members 
Mstep: Class 36 contains 81110 members 
Mstep: Class 37 contains 15141 members 
Mstep: Class 38 contains 7649 members 
Mstep: Class 39 contains 99195 members 
Mstep: Class 40 contains 7495 members 
Mstep: Class 41 contains 22003 members 
Mstep: Class 42 contains 82375 members 
Mstep: Class 43 contains 6694 members 
Mstep: Class 44 contains 730 members 
Mstep: Class 45 contains 171690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87398008.000000 Penalty: 28756.324219
Iteration 471Q: 45 clusters Score -8.739801e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 22483 members 
Mstep: Class 3 contains 96757 members 
Mstep: Class 4 contains 2171 members 
Mstep: Class 5 contains 4413 members 
Mstep: Class 6 contains 16963 members 
Mstep: Class 7 contains 87590 members 
Mstep: Class 8 contains 8911 members 
Mstep: Class 9 contains 55060 members 
Mstep: Class 10 contains 40365 members 
Mstep: Class 11 contains 15917 members 
Mstep: Class 12 contains 162359 members 
Mstep: Class 13 contains 1625 members 
Mstep: Class 14 contains 12665 members 
Mstep: Class 15 contains 10734 members 
Mstep: Class 16 contains 60621 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 28278 members 
Mstep: Class 22 contains 3472 members 
Mstep: Class 23 contains 64771 members 
Mstep: Class 24 contains 11126 members 
Mstep: Class 25 contains 89373 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 13090 members 
Mstep: Class 28 contains 117521 members 
Mstep: Class 29 contains 85879 members 
Mstep: Class 30 contains 1271 members 
Mstep: Class 31 contains 27594 members 
Mstep: Class 32 contains 16298 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 35 contains 147015 members 
Mstep: Class 36 contains 81142 members 
Mstep: Class 37 contains 15128 members 
Mstep: Class 38 contains 7659 members 
Mstep: Class 39 contains 99195 members 
Mstep: Class 40 contains 7481 members 
Mstep: Class 41 contains 22046 members 
Mstep: Class 42 contains 82385 members 
Mstep: Class 43 contains 6688 members 
Mstep: Class 44 contains 729 members 
Mstep: Class 45 contains 172257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87396488.000000 Penalty: 28756.324219
Iteration 472Q: 45 clusters Score -8.739649e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 22424 members 
Mstep: Class 3 contains 96508 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 17005 members 
Mstep: Class 7 contains 87615 members 
Mstep: Class 8 contains 8912 members 
Mstep: Class 9 contains 55076 members 
Mstep: Class 10 contains 40332 members 
Mstep: Class 11 contains 15838 members 
Mstep: Class 12 contains 162208 members 
Mstep: Class 13 contains 1633 members 
Mstep: Class 14 contains 12688 members 
Mstep: Class 15 contains 10626 members 
Mstep: Class 16 contains 60598 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 2677 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 28320 members 
Mstep: Class 22 contains 3524 members 
Mstep: Class 23 contains 67482 members 
Mstep: Class 24 contains 10951 members 
Mstep: Class 25 contains 89338 members 
Mstep: Class 26 contains 1666 members 
Mstep: Class 27 contains 12905 members 
Mstep: Class 28 contains 117096 members 
Mstep: Class 29 contains 85823 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 27528 members 
Mstep: Class 32 contains 16273 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 35 contains 145395 members 
Mstep: Class 36 contains 81181 members 
Mstep: Class 37 contains 15104 members 
Mstep: Class 38 contains 7668 members 
Mstep: Class 39 contains 99196 members 
Mstep: Class 40 contains 7468 members 
Mstep: Class 41 contains 22086 members 
Mstep: Class 42 contains 82410 members 
Mstep: Class 43 contains 6689 members 
Mstep: Class 44 contains 723 members 
Mstep: Class 45 contains 172782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87395080.000000 Penalty: 28756.324219
Iteration 473Q: 45 clusters Score -8.739508e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 22384 members 
Mstep: Class 3 contains 96282 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 4307 members 
Mstep: Class 6 contains 17053 members 
Mstep: Class 7 contains 87613 members 
Mstep: Class 8 contains 8913 members 
Mstep: Class 9 contains 55066 members 
Mstep: Class 10 contains 40330 members 
Mstep: Class 11 contains 15752 members 
Mstep: Class 12 contains 162071 members 
Mstep: Class 13 contains 1638 members 
Mstep: Class 14 contains 12750 members 
Mstep: Class 15 contains 10532 members 
Mstep: Class 16 contains 60591 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 1149 members 
Mstep: Class 19 contains 2602 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 28371 members 
Mstep: Class 22 contains 3566 members 
Mstep: Class 23 contains 70409 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 89316 members 
Mstep: Class 26 contains 1664 members 
Mstep: Class 27 contains 12687 members 
Mstep: Class 28 contains 116649 members 
Mstep: Class 29 contains 85774 members 
Mstep: Class 30 contains 1268 members 
Mstep: Class 31 contains 27454 members 
Mstep: Class 32 contains 16274 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 35 contains 143527 members 
Mstep: Class 36 contains 81222 members 
Mstep: Class 37 contains 15084 members 
Mstep: Class 38 contains 7674 members 
Mstep: Class 39 contains 99118 members 
Mstep: Class 40 contains 7458 members 
Mstep: Class 41 contains 22141 members 
Mstep: Class 42 contains 82429 members 
Mstep: Class 43 contains 6689 members 
Mstep: Class 44 contains 719 members 
Mstep: Class 45 contains 173310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393792.000000 Penalty: 28756.324219
Iteration 474Q: 45 clusters Score -8.739379e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 22348 members 
Mstep: Class 3 contains 96076 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 6 contains 17094 members 
Mstep: Class 7 contains 87622 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 55040 members 
Mstep: Class 10 contains 40319 members 
Mstep: Class 11 contains 15672 members 
Mstep: Class 12 contains 161916 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 12809 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 60579 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 28420 members 
Mstep: Class 22 contains 3607 members 
Mstep: Class 23 contains 73582 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 89310 members 
Mstep: Class 26 contains 1663 members 
Mstep: Class 27 contains 12468 members 
Mstep: Class 28 contains 116108 members 
Mstep: Class 29 contains 85742 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 27403 members 
Mstep: Class 32 contains 16227 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 35 contains 141422 members 
Mstep: Class 36 contains 81271 members 
Mstep: Class 37 contains 15060 members 
Mstep: Class 38 contains 7674 members 
Mstep: Class 39 contains 99059 members 
Mstep: Class 40 contains 7447 members 
Mstep: Class 41 contains 22192 members 
Mstep: Class 42 contains 82466 members 
Mstep: Class 43 contains 6686 members 
Mstep: Class 44 contains 717 members 
Mstep: Class 45 contains 173839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87391768.000000 Penalty: 28756.324219
Iteration 475Q: 45 clusters Score -8.739177e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 22294 members 
Mstep: Class 3 contains 95953 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 4172 members 
Mstep: Class 6 contains 17140 members 
Mstep: Class 7 contains 87644 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 55031 members 
Mstep: Class 10 contains 40346 members 
Mstep: Class 11 contains 15627 members 
Mstep: Class 12 contains 161731 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 12893 members 
Mstep: Class 15 contains 10344 members 
Mstep: Class 16 contains 60555 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 2490 members 
Mstep: Class 20 contains 2571 members 
Mstep: Class 21 contains 28464 members 
Mstep: Class 22 contains 3655 members 
Mstep: Class 23 contains 76795 members 
Mstep: Class 24 contains 10662 members 
Mstep: Class 25 contains 89312 members 
Mstep: Class 26 contains 1664 members 
Mstep: Class 27 contains 12230 members 
Mstep: Class 28 contains 115599 members 
Mstep: Class 29 contains 85761 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 27352 members 
Mstep: Class 32 contains 16174 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 35 contains 139182 members 
Mstep: Class 36 contains 81294 members 
Mstep: Class 37 contains 15036 members 
Mstep: Class 38 contains 7669 members 
Mstep: Class 39 contains 99019 members 
Mstep: Class 40 contains 7435 members 
Mstep: Class 41 contains 22239 members 
Mstep: Class 42 contains 82475 members 
Mstep: Class 43 contains 6681 members 
Mstep: Class 44 contains 715 members 
Mstep: Class 45 contains 174245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87390224.000000 Penalty: 28756.324219
Iteration 476Q: 45 clusters Score -8.739022e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 22250 members 
Mstep: Class 3 contains 95933 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 4105 members 
Mstep: Class 6 contains 17191 members 
Mstep: Class 7 contains 87653 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 54979 members 
Mstep: Class 10 contains 40464 members 
Mstep: Class 11 contains 15610 members 
Mstep: Class 12 contains 162100 members 
Mstep: Class 13 contains 1646 members 
Mstep: Class 14 contains 13036 members 
Mstep: Class 15 contains 10270 members 
Mstep: Class 16 contains 60545 members 
Mstep: Class 17 contains 1591 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 28527 members 
Mstep: Class 22 contains 3707 members 
Mstep: Class 23 contains 79776 members 
Mstep: Class 24 contains 10568 members 
Mstep: Class 25 contains 89350 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 11952 members 
Mstep: Class 28 contains 115354 members 
Mstep: Class 29 contains 85748 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 27313 members 
Mstep: Class 32 contains 16150 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 35 contains 136544 members 
Mstep: Class 36 contains 81391 members 
Mstep: Class 37 contains 15012 members 
Mstep: Class 38 contains 7666 members 
Mstep: Class 39 contains 98729 members 
Mstep: Class 40 contains 7424 members 
Mstep: Class 41 contains 22280 members 
Mstep: Class 42 contains 82444 members 
Mstep: Class 43 contains 6680 members 
Mstep: Class 44 contains 710 members 
Mstep: Class 45 contains 174357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87387552.000000 Penalty: 28756.324219
Iteration 477Q: 45 clusters Score -8.738755e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 22206 members 
Mstep: Class 3 contains 96036 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 4064 members 
Mstep: Class 6 contains 17232 members 
Mstep: Class 7 contains 87649 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 54951 members 
Mstep: Class 10 contains 40663 members 
Mstep: Class 11 contains 15684 members 
Mstep: Class 12 contains 162167 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 13233 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 60537 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 2418 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 28582 members 
Mstep: Class 22 contains 3758 members 
Mstep: Class 23 contains 82674 members 
Mstep: Class 24 contains 10490 members 
Mstep: Class 25 contains 89387 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 11658 members 
Mstep: Class 28 contains 115256 members 
Mstep: Class 29 contains 85777 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 27268 members 
Mstep: Class 32 contains 16149 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 35 contains 133850 members 
Mstep: Class 36 contains 81511 members 
Mstep: Class 37 contains 15005 members 
Mstep: Class 38 contains 7680 members 
Mstep: Class 39 contains 98245 members 
Mstep: Class 40 contains 7420 members 
Mstep: Class 41 contains 22318 members 
Mstep: Class 42 contains 82431 members 
Mstep: Class 43 contains 6675 members 
Mstep: Class 44 contains 705 members 
Mstep: Class 45 contains 174467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385384.000000 Penalty: 28756.324219
Iteration 478Q: 45 clusters Score -8.738538e+07 nChanged 11081
Entering ConstructFrom: 
Score: -87385384.000000 Penalty: 28756.324219
Entering ConstructFrom: 
Trying to split cluster 1 (20721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Entering Unmasked Estep 
Score: -1148062.000000 Penalty: 452.220093
	Iteration 0F: 2 clusters Score -1148062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1134291.375000 Penalty: 904.440186
	Iteration 0F: 3 clusters Score -1134291 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1139843.125000 Penalty: 904.440186
	Iteration 1F: 3 clusters Score -1139843 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1140016.750000 Penalty: 904.440186
	Iteration 2Q: 3 clusters Score -1140017 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1140183.625000 Penalty: 904.440186
	Iteration 3Q: 3 clusters Score -1140184 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1140353.000000 Penalty: 904.440186
	Iteration 4Q: 3 clusters Score -1140353 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1140522.000000 Penalty: 904.440186
	Iteration 5Q: 3 clusters Score -1140522 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1140688.000000 Penalty: 904.440186
	Iteration 6Q: 3 clusters Score -1140688 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1140839.875000 Penalty: 904.440186
	Iteration 7Q: 3 clusters Score -1140840 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1140998.000000 Penalty: 904.440186
	Iteration 8Q: 3 clusters Score -1140998 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1141180.750000 Penalty: 904.440186
	Iteration 9Q: 3 clusters Score -1141181 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1141384.000000 Penalty: 904.440186
	Iteration 10Q: 3 clusters Score -1141384 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1141625.375000 Penalty: 904.440186
	Iteration 11Q: 3 clusters Score -1141625 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1141970.625000 Penalty: 904.440186
	Iteration 12Q: 3 clusters Score -1141971 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1142497.625000 Penalty: 904.440186
	Iteration 13Q: 3 clusters Score -1142498 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1143165.875000 Penalty: 904.440186
	Iteration 14Q: 3 clusters Score -1143166 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1143786.875000 Penalty: 904.440186
	Iteration 15Q: 3 clusters Score -1143787 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1144178.500000 Penalty: 904.440186
	Iteration 16Q: 3 clusters Score -1144178 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1144388.750000 Penalty: 904.440186
	Iteration 17Q: 3 clusters Score -1144389 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1144538.125000 Penalty: 904.440186
	Iteration 18Q: 3 clusters Score -1144538 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1144671.500000 Penalty: 904.440186
	Iteration 19Q: 3 clusters Score -1144672 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1144813.000000 Penalty: 904.440186
	Iteration 20F: 3 clusters Score -1144813 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1144958.750000 Penalty: 904.440186
	Iteration 21Q: 3 clusters Score -1144959 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1145114.500000 Penalty: 904.440186
	Iteration 22Q: 3 clusters Score -1145114 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1145302.750000 Penalty: 904.440186
	Iteration 23Q: 3 clusters Score -1145303 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1145505.375000 Penalty: 904.440186
	Iteration 24Q: 3 clusters Score -1145505 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1145705.250000 Penalty: 904.440186
	Iteration 25Q: 3 clusters Score -1145705 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1145958.000000 Penalty: 904.440186
	Iteration 26Q: 3 clusters Score -1145958 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1146229.000000 Penalty: 904.440186
	Iteration 27Q: 3 clusters Score -1146229 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1146454.875000 Penalty: 904.440186
	Iteration 28Q: 3 clusters Score -1146455 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1146647.125000 Penalty: 904.440186
	Iteration 29Q: 3 clusters Score -1146647 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1146848.625000 Penalty: 904.440186
	Iteration 30Q: 3 clusters Score -1146849 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1147029.250000 Penalty: 904.440186
	Iteration 31Q: 3 clusters Score -1147029 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1147156.750000 Penalty: 904.440186
	Iteration 32Q: 3 clusters Score -1147157 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1147256.875000 Penalty: 904.440186
	Iteration 33Q: 3 clusters Score -1147257 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1147354.500000 Penalty: 904.440186
	Iteration 34Q: 3 clusters Score -1147354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1147429.625000 Penalty: 904.440186
	Iteration 35Q: 3 clusters Score -1147430 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1147483.500000 Penalty: 904.440186
	Iteration 36Q: 3 clusters Score -1147484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1147534.375000 Penalty: 904.440186
	Iteration 37Q: 3 clusters Score -1147534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1147574.375000 Penalty: 904.440186
	Iteration 38Q: 3 clusters Score -1147574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1147610.625000 Penalty: 904.440186
	Iteration 39Q: 3 clusters Score -1147611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1147635.625000 Penalty: 904.440186
	Iteration 40F: 3 clusters Score -1147636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1147648.500000 Penalty: 904.440186
	Iteration 41Q: 3 clusters Score -1147648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -1147656.250000 Penalty: 904.440186
	Iteration 42Q: 3 clusters Score -1147656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1147660.000000 Penalty: 904.440186
	Iteration 43Q: 3 clusters Score -1147660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -1147661.375000 Penalty: 904.440186
	Iteration 44Q: 3 clusters Score -1147661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1147663.500000 Penalty: 904.440186
	Iteration 45Q: 3 clusters Score -1147664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1147663.875000 Penalty: 904.440186
	Iteration 46Q: 3 clusters Score -1147664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -1147666.125000 Penalty: 904.440186
	Iteration 47Q: 3 clusters Score -1147666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -1147666.750000 Penalty: 904.440186
	Iteration 48Q: 3 clusters Score -1147667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1147669.250000 Penalty: 904.440186
	Iteration 49Q: 3 clusters Score -1147669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -1147671.500000 Penalty: 904.440186
	Iteration 50Q: 3 clusters Score -1147672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1147671.750000 Penalty: 904.440186
	Iteration 51Q: 3 clusters Score -1147672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1147674.125000 Penalty: 904.440186
	Iteration 52Q: 3 clusters Score -1147674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1147674.125000 Penalty: 904.440186
	Iteration 53F: 3 clusters Score -1147674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Entering Unmasked Estep 
Score: -1257073.125000 Penalty: 455.289368
	Iteration 0F: 2 clusters Score -1257073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1242350.000000 Penalty: 910.578735
	Iteration 0F: 3 clusters Score -1242350 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1248237.000000 Penalty: 910.578735
	Iteration 1F: 3 clusters Score -1248237 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1248415.500000 Penalty: 910.578735
	Iteration 2Q: 3 clusters Score -1248416 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1248708.625000 Penalty: 910.578735
	Iteration 3Q: 3 clusters Score -1248709 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1249207.875000 Penalty: 910.578735
	Iteration 4Q: 3 clusters Score -1249208 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1250091.000000 Penalty: 910.578735
	Iteration 5F: 3 clusters Score -1250091 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1251521.000000 Penalty: 910.578735
	Iteration 6F: 3 clusters Score -1251521 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1253139.625000 Penalty: 910.578735
	Iteration 7F: 3 clusters Score -1253140 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -1254344.500000 Penalty: 910.578735
	Iteration 8F: 3 clusters Score -1254344 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -1255120.875000 Penalty: 910.578735
	Iteration 9Q: 3 clusters Score -1255121 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1255558.000000 Penalty: 910.578735
	Iteration 10Q: 3 clusters Score -1255558 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -1255840.125000 Penalty: 910.578735
	Iteration 11Q: 3 clusters Score -1255840 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1256051.375000 Penalty: 910.578735
	Iteration 12Q: 3 clusters Score -1256051 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -1256198.625000 Penalty: 910.578735
	Iteration 13Q: 3 clusters Score -1256199 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -1256307.500000 Penalty: 910.578735
	Iteration 14Q: 3 clusters Score -1256308 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -1256403.750000 Penalty: 910.578735
	Iteration 15Q: 3 clusters Score -1256404 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -1256492.875000 Penalty: 910.578735
	Iteration 16Q: 3 clusters Score -1256493 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -1256539.500000 Penalty: 910.578735
	Iteration 17Q: 3 clusters Score -1256540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -1256591.500000 Penalty: 910.578735
	Iteration 18Q: 3 clusters Score -1256592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -1256618.125000 Penalty: 910.578735
	Iteration 19Q: 3 clusters Score -1256618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -1256634.000000 Penalty: 910.578735
	Iteration 20F: 3 clusters Score -1256634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -1256645.875000 Penalty: 910.578735
	Iteration 21Q: 3 clusters Score -1256646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -1256662.250000 Penalty: 910.578735
	Iteration 22Q: 3 clusters Score -1256662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -1256669.000000 Penalty: 910.578735
	Iteration 23Q: 3 clusters Score -1256669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -1256672.375000 Penalty: 910.578735
	Iteration 24Q: 3 clusters Score -1256672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -1256675.000000 Penalty: 910.578735
	Iteration 25Q: 3 clusters Score -1256675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -1256675.875000 Penalty: 910.578735
	Iteration 26Q: 3 clusters Score -1256676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -1256678.625000 Penalty: 910.578735
	Iteration 27Q: 3 clusters Score -1256679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -1256682.625000 Penalty: 910.578735
	Iteration 28Q: 3 clusters Score -1256683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -1256684.250000 Penalty: 910.578735
	Iteration 29Q: 3 clusters Score -1256684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -1256687.500000 Penalty: 910.578735
	Iteration 30Q: 3 clusters Score -1256688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -1256691.500000 Penalty: 910.578735
	Iteration 31Q: 3 clusters Score -1256692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -1256696.375000 Penalty: 910.578735
	Iteration 32Q: 3 clusters Score -1256696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -1256697.125000 Penalty: 910.578735
	Iteration 33Q: 3 clusters Score -1256697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -1256697.250000 Penalty: 910.578735
	Iteration 34Q: 3 clusters Score -1256697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -1256698.000000 Penalty: 910.578735
	Iteration 35Q: 3 clusters Score -1256698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -1256697.125000 Penalty: 910.578735
	Iteration 36Q: 3 clusters Score -1256697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -1256697.125000 Penalty: 910.578735
	Iteration 37F: 3 clusters Score -1256697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (96196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Entering Unmasked Estep 
Score: -5065847.500000 Penalty: 522.073486
	Iteration 0F: 2 clusters Score -5065848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -5001718.000000 Penalty: 1044.146973
	Iteration 0F: 3 clusters Score -5001718 nChanged 46920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -5029763.000000 Penalty: 1044.146973
	Iteration 1F: 3 clusters Score -5029763 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -5030868.500000 Penalty: 1044.146973
	Iteration 2Q: 3 clusters Score -5030868 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -5032725.000000 Penalty: 1044.146973
	Iteration 3Q: 3 clusters Score -5032725 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -5036097.500000 Penalty: 1044.146973
	Iteration 4F: 3 clusters Score -5036098 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -5040814.000000 Penalty: 1044.146973
	Iteration 5F: 3 clusters Score -5040814 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -5046407.500000 Penalty: 1044.146973
	Iteration 6F: 3 clusters Score -5046408 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 74265 members 
Entering Unmasked Estep 
Score: -5051653.500000 Penalty: 1044.146973
	Iteration 7F: 3 clusters Score -5051654 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -5055546.000000 Penalty: 1044.146973
	Iteration 8Q: 3 clusters Score -5055546 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -5057914.000000 Penalty: 1044.146973
	Iteration 9Q: 3 clusters Score -5057914 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -5059390.500000 Penalty: 1044.146973
	Iteration 10Q: 3 clusters Score -5059390 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -5060309.500000 Penalty: 1044.146973
	Iteration 11Q: 3 clusters Score -5060310 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -5060937.500000 Penalty: 1044.146973
	Iteration 12Q: 3 clusters Score -5060938 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -5061494.000000 Penalty: 1044.146973
	Iteration 13Q: 3 clusters Score -5061494 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -5061972.500000 Penalty: 1044.146973
	Iteration 14Q: 3 clusters Score -5061972 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -5062324.000000 Penalty: 1044.146973
	Iteration 15Q: 3 clusters Score -5062324 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -5062602.500000 Penalty: 1044.146973
	Iteration 16Q: 3 clusters Score -5062602 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 88083 members 
Entering Unmasked Estep 
Score: -5062859.500000 Penalty: 1044.146973
	Iteration 17Q: 3 clusters Score -5062860 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -5063074.000000 Penalty: 1044.146973
	Iteration 18Q: 3 clusters Score -5063074 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 89351 members 
Entering Unmasked Estep 
Score: -5063288.000000 Penalty: 1044.146973
	Iteration 19Q: 3 clusters Score -5063288 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 89892 members 
Entering Unmasked Estep 
Score: -5063451.500000 Penalty: 1044.146973
	Iteration 20F: 3 clusters Score -5063452 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 90413 members 
Entering Unmasked Estep 
Score: -5063601.500000 Penalty: 1044.146973
	Iteration 21Q: 3 clusters Score -5063602 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 90914 members 
Entering Unmasked Estep 
Score: -5063740.000000 Penalty: 1044.146973
	Iteration 22Q: 3 clusters Score -5063740 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -5063889.000000 Penalty: 1044.146973
	Iteration 23Q: 3 clusters Score -5063889 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -5064025.500000 Penalty: 1044.146973
	Iteration 24Q: 3 clusters Score -5064026 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 92232 members 
Entering Unmasked Estep 
Score: -5064144.000000 Penalty: 1044.146973
	Iteration 25Q: 3 clusters Score -5064144 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -5064229.000000 Penalty: 1044.146973
	Iteration 26Q: 3 clusters Score -5064229 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -5064318.500000 Penalty: 1044.146973
	Iteration 27Q: 3 clusters Score -5064318 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -5064419.000000 Penalty: 1044.146973
	Iteration 28Q: 3 clusters Score -5064419 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -5064523.500000 Penalty: 1044.146973
	Iteration 29Q: 3 clusters Score -5064524 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -5064661.500000 Penalty: 1044.146973
	Iteration 30Q: 3 clusters Score -5064662 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 94382 members 
Entering Unmasked Estep 
Score: -5064804.500000 Penalty: 1044.146973
	Iteration 31Q: 3 clusters Score -5064804 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 94686 members 
Entering Unmasked Estep 
Score: -5064968.000000 Penalty: 1044.146973
	Iteration 32Q: 3 clusters Score -5064968 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 94932 members 
Entering Unmasked Estep 
Score: -5065055.500000 Penalty: 1044.146973
	Iteration 33Q: 3 clusters Score -5065056 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -5065132.500000 Penalty: 1044.146973
	Iteration 34Q: 3 clusters Score -5065132 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -5065197.500000 Penalty: 1044.146973
	Iteration 35Q: 3 clusters Score -5065198 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -5065267.500000 Penalty: 1044.146973
	Iteration 36Q: 3 clusters Score -5065268 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 95508 members 
Entering Unmasked Estep 
Score: -5065301.000000 Penalty: 1044.146973
	Iteration 37Q: 3 clusters Score -5065301 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -5065359.000000 Penalty: 1044.146973
	Iteration 38Q: 3 clusters Score -5065359 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -5065422.500000 Penalty: 1044.146973
	Iteration 39Q: 3 clusters Score -5065422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -5065483.500000 Penalty: 1044.146973
	Iteration 40F: 3 clusters Score -5065484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -5065516.000000 Penalty: 1044.146973
	Iteration 41Q: 3 clusters Score -5065516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 95747 members 
Entering Unmasked Estep 
Score: -5065547.500000 Penalty: 1044.146973
	Iteration 42Q: 3 clusters Score -5065548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -5065558.000000 Penalty: 1044.146973
	Iteration 43Q: 3 clusters Score -5065558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -5065578.500000 Penalty: 1044.146973
	Iteration 44Q: 3 clusters Score -5065578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -5065592.500000 Penalty: 1044.146973
	Iteration 45Q: 3 clusters Score -5065592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 95775 members 
Entering Unmasked Estep 
Score: -5065605.500000 Penalty: 1044.146973
	Iteration 46Q: 3 clusters Score -5065606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -5065612.500000 Penalty: 1044.146973
	Iteration 47Q: 3 clusters Score -5065612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 95786 members 
Entering Unmasked Estep 
Score: -5065621.000000 Penalty: 1044.146973
	Iteration 48Q: 3 clusters Score -5065621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 95793 members 
Entering Unmasked Estep 
Score: -5065626.500000 Penalty: 1044.146973
	Iteration 49Q: 3 clusters Score -5065626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -5065629.500000 Penalty: 1044.146973
	Iteration 50Q: 3 clusters Score -5065630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -5065635.000000 Penalty: 1044.146973
	Iteration 51Q: 3 clusters Score -5065635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -5065635.000000 Penalty: 1044.146973
	Iteration 52Q: 3 clusters Score -5065635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -5065639.000000 Penalty: 1044.146973
	Iteration 53Q: 3 clusters Score -5065639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 95786 members 
Entering Unmasked Estep 
Score: -5065642.000000 Penalty: 1044.146973
	Iteration 54Q: 3 clusters Score -5065642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -5065645.000000 Penalty: 1044.146973
	Iteration 55Q: 3 clusters Score -5065645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -5065645.000000 Penalty: 1044.146973
	Iteration 56Q: 3 clusters Score -5065645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 95785 members 
Entering Unmasked Estep 
Score: -5065649.500000 Penalty: 1044.146973
	Iteration 57Q: 3 clusters Score -5065650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -5065645.000000 Penalty: 1044.146973
	Iteration 58Q: 3 clusters Score -5065645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -5065645.500000 Penalty: 1044.146973
	Iteration 59Q: 3 clusters Score -5065646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -5065645.500000 Penalty: 1044.146973
	Iteration 60F: 3 clusters Score -5065646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Entering Unmasked Estep 
Score: -124962.851562 Penalty: 349.720398
	Iteration 0F: 2 clusters Score -124962.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -123395.750000 Penalty: 699.440796
	Iteration 0F: 3 clusters Score -123395.8 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -123886.757812 Penalty: 699.440796
	Iteration 1F: 3 clusters Score -123886.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -123951.218750 Penalty: 699.440796
	Iteration 2F: 3 clusters Score -123951.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -123988.929688 Penalty: 699.440796
	Iteration 3F: 3 clusters Score -123988.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -124019.273438 Penalty: 699.440796
	Iteration 4Q: 3 clusters Score -124019.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -124042.984375 Penalty: 699.440796
	Iteration 5Q: 3 clusters Score -124043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -124059.132812 Penalty: 699.440796
	Iteration 6Q: 3 clusters Score -124059.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -124074.468750 Penalty: 699.440796
	Iteration 7Q: 3 clusters Score -124074.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -124092.664062 Penalty: 699.440796
	Iteration 8Q: 3 clusters Score -124092.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -124110.289062 Penalty: 699.440796
	Iteration 9Q: 3 clusters Score -124110.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -124127.523438 Penalty: 699.440796
	Iteration 10Q: 3 clusters Score -124127.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -124142.804688 Penalty: 699.440796
	Iteration 11Q: 3 clusters Score -124142.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -124160.460938 Penalty: 699.440796
	Iteration 12Q: 3 clusters Score -124160.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -124188.609375 Penalty: 699.440796
	Iteration 13Q: 3 clusters Score -124188.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -124215.523438 Penalty: 699.440796
	Iteration 14Q: 3 clusters Score -124215.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -124244.406250 Penalty: 699.440796
	Iteration 15Q: 3 clusters Score -124244.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -124278.632812 Penalty: 699.440796
	Iteration 16Q: 3 clusters Score -124278.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -124332.812500 Penalty: 699.440796
	Iteration 17Q: 3 clusters Score -124332.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -124412.554688 Penalty: 699.440796
	Iteration 18Q: 3 clusters Score -124412.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -124474.398438 Penalty: 699.440796
	Iteration 19Q: 3 clusters Score -124474.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -124516.015625 Penalty: 699.440796
	Iteration 20F: 3 clusters Score -124516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -124545.328125 Penalty: 699.440796
	Iteration 21Q: 3 clusters Score -124545.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -124573.492188 Penalty: 699.440796
	Iteration 22Q: 3 clusters Score -124573.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -124595.898438 Penalty: 699.440796
	Iteration 23Q: 3 clusters Score -124595.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -124618.328125 Penalty: 699.440796
	Iteration 24Q: 3 clusters Score -124618.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -124633.757812 Penalty: 699.440796
	Iteration 25Q: 3 clusters Score -124633.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -124647.695312 Penalty: 699.440796
	Iteration 26Q: 3 clusters Score -124647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -124653.359375 Penalty: 699.440796
	Iteration 27Q: 3 clusters Score -124653.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -124660.875000 Penalty: 699.440796
	Iteration 28Q: 3 clusters Score -124660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -124662.960938 Penalty: 699.440796
	Iteration 29Q: 3 clusters Score -124663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -124663.453125 Penalty: 699.440796
	Iteration 30Q: 3 clusters Score -124663.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -124663.453125 Penalty: 699.440796
	Iteration 31F: 3 clusters Score -124663.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -209874.062500 Penalty: 377.504211
	Iteration 0F: 2 clusters Score -209874.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -207187.890625 Penalty: 755.008423
	Iteration 0F: 3 clusters Score -207187.9 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -208293.750000 Penalty: 755.008423
	Iteration 1F: 3 clusters Score -208293.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -208536.015625 Penalty: 755.008423
	Iteration 2F: 3 clusters Score -208536 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -208737.468750 Penalty: 755.008423
	Iteration 3F: 3 clusters Score -208737.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -208892.031250 Penalty: 755.008423
	Iteration 4F: 3 clusters Score -208892 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -209001.937500 Penalty: 755.008423
	Iteration 5F: 3 clusters Score -209001.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -209103.890625 Penalty: 755.008423
	Iteration 6Q: 3 clusters Score -209103.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -209167.828125 Penalty: 755.008423
	Iteration 7Q: 3 clusters Score -209167.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -209209.671875 Penalty: 755.008423
	Iteration 8Q: 3 clusters Score -209209.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -209240.687500 Penalty: 755.008423
	Iteration 9Q: 3 clusters Score -209240.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -209266.234375 Penalty: 755.008423
	Iteration 10Q: 3 clusters Score -209266.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -209285.078125 Penalty: 755.008423
	Iteration 11Q: 3 clusters Score -209285.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -209297.046875 Penalty: 755.008423
	Iteration 12Q: 3 clusters Score -209297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -209307.156250 Penalty: 755.008423
	Iteration 13Q: 3 clusters Score -209307.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -209314.140625 Penalty: 755.008423
	Iteration 14Q: 3 clusters Score -209314.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -209319.796875 Penalty: 755.008423
	Iteration 15Q: 3 clusters Score -209319.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -209323.718750 Penalty: 755.008423
	Iteration 16Q: 3 clusters Score -209323.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -209327.015625 Penalty: 755.008423
	Iteration 17Q: 3 clusters Score -209327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -209331.109375 Penalty: 755.008423
	Iteration 18Q: 3 clusters Score -209331.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -209334.359375 Penalty: 755.008423
	Iteration 19Q: 3 clusters Score -209334.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -209337.937500 Penalty: 755.008423
	Iteration 20F: 3 clusters Score -209337.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -209342.062500 Penalty: 755.008423
	Iteration 21Q: 3 clusters Score -209342.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -209346.671875 Penalty: 755.008423
	Iteration 22Q: 3 clusters Score -209346.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -209352.187500 Penalty: 755.008423
	Iteration 23Q: 3 clusters Score -209352.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -209358.906250 Penalty: 755.008423
	Iteration 24Q: 3 clusters Score -209358.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -209365.296875 Penalty: 755.008423
	Iteration 25Q: 3 clusters Score -209365.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -209371.109375 Penalty: 755.008423
	Iteration 26Q: 3 clusters Score -209371.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -209378.859375 Penalty: 755.008423
	Iteration 27Q: 3 clusters Score -209378.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -209388.531250 Penalty: 755.008423
	Iteration 28Q: 3 clusters Score -209388.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -209400.750000 Penalty: 755.008423
	Iteration 29Q: 3 clusters Score -209400.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -209414.562500 Penalty: 755.008423
	Iteration 30Q: 3 clusters Score -209414.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -209423.562500 Penalty: 755.008423
	Iteration 31Q: 3 clusters Score -209423.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -209430.062500 Penalty: 755.008423
	Iteration 32Q: 3 clusters Score -209430.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -209437.593750 Penalty: 755.008423
	Iteration 33Q: 3 clusters Score -209437.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -209446.375000 Penalty: 755.008423
	Iteration 34Q: 3 clusters Score -209446.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -209454.781250 Penalty: 755.008423
	Iteration 35Q: 3 clusters Score -209454.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -209463.531250 Penalty: 755.008423
	Iteration 36Q: 3 clusters Score -209463.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -209472.875000 Penalty: 755.008423
	Iteration 37Q: 3 clusters Score -209472.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -209484.578125 Penalty: 755.008423
	Iteration 38Q: 3 clusters Score -209484.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -209502.781250 Penalty: 755.008423
	Iteration 39Q: 3 clusters Score -209502.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -209522.000000 Penalty: 755.008423
	Iteration 40F: 3 clusters Score -209522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -209536.015625 Penalty: 755.008423
	Iteration 41Q: 3 clusters Score -209536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -209543.859375 Penalty: 755.008423
	Iteration 42Q: 3 clusters Score -209543.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -209547.984375 Penalty: 755.008423
	Iteration 43Q: 3 clusters Score -209548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -209550.468750 Penalty: 755.008423
	Iteration 44Q: 3 clusters Score -209550.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -209551.750000 Penalty: 755.008423
	Iteration 45Q: 3 clusters Score -209551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -209552.187500 Penalty: 755.008423
	Iteration 46Q: 3 clusters Score -209552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -209552.187500 Penalty: 755.008423
	Iteration 47Q: 3 clusters Score -209552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -209553.156250 Penalty: 755.008423
	Iteration 48Q: 3 clusters Score -209553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -209553.156250 Penalty: 755.008423
	Iteration 49Q: 3 clusters Score -209553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -209553.140625 Penalty: 755.008423
	Iteration 50Q: 3 clusters Score -209553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -209553.250000 Penalty: 755.008423
	Iteration 51Q: 3 clusters Score -209553.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -209553.250000 Penalty: 755.008423
	Iteration 52F: 3 clusters Score -209553.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Entering Unmasked Estep 
Score: -989859.062500 Penalty: 443.933685
	Iteration 0F: 2 clusters Score -989859.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -978181.937500 Penalty: 887.867371
	Iteration 0F: 3 clusters Score -978181.9 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -983442.562500 Penalty: 887.867371
	Iteration 1F: 3 clusters Score -983442.6 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -984313.437500 Penalty: 887.867371
	Iteration 2F: 3 clusters Score -984313.4 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -985710.312500 Penalty: 887.867371
	Iteration 3F: 3 clusters Score -985710.3 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -987422.500000 Penalty: 887.867371
	Iteration 4F: 3 clusters Score -987422.5 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -988654.875000 Penalty: 887.867371
	Iteration 5F: 3 clusters Score -988654.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -989215.625000 Penalty: 887.867371
	Iteration 6Q: 3 clusters Score -989215.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -989382.937500 Penalty: 887.867371
	Iteration 7Q: 3 clusters Score -989382.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -989434.750000 Penalty: 887.867371
	Iteration 8Q: 3 clusters Score -989434.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -989451.750000 Penalty: 887.867371
	Iteration 9Q: 3 clusters Score -989451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -989454.062500 Penalty: 887.867371
	Iteration 10Q: 3 clusters Score -989454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -989460.937500 Penalty: 887.867371
	Iteration 11Q: 3 clusters Score -989460.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -989466.312500 Penalty: 887.867371
	Iteration 12Q: 3 clusters Score -989466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -989466.312500 Penalty: 887.867371
	Iteration 13F: 3 clusters Score -989466.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (87653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Entering Unmasked Estep 
Score: -4845331.500000 Penalty: 517.841919
	Iteration 0F: 2 clusters Score -4845332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -4787223.500000 Penalty: 1035.683838
	Iteration 0F: 3 clusters Score -4787224 nChanged 42721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -4813372.500000 Penalty: 1035.683838
	Iteration 1F: 3 clusters Score -4813372 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -4814562.000000 Penalty: 1035.683838
	Iteration 2Q: 3 clusters Score -4814562 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -4816462.500000 Penalty: 1035.683838
	Iteration 3Q: 3 clusters Score -4816462 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -4819650.500000 Penalty: 1035.683838
	Iteration 4F: 3 clusters Score -4819650 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4824194.500000 Penalty: 1035.683838
	Iteration 5F: 3 clusters Score -4824194 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -4828325.500000 Penalty: 1035.683838
	Iteration 6F: 3 clusters Score -4828326 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -4830239.500000 Penalty: 1035.683838
	Iteration 7Q: 3 clusters Score -4830240 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4830855.000000 Penalty: 1035.683838
	Iteration 8Q: 3 clusters Score -4830855 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -4831207.000000 Penalty: 1035.683838
	Iteration 9Q: 3 clusters Score -4831207 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -4831536.000000 Penalty: 1035.683838
	Iteration 10Q: 3 clusters Score -4831536 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -4831917.500000 Penalty: 1035.683838
	Iteration 11Q: 3 clusters Score -4831918 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4832303.500000 Penalty: 1035.683838
	Iteration 12Q: 3 clusters Score -4832304 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62959 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -4832817.000000 Penalty: 1035.683838
	Iteration 13Q: 3 clusters Score -4832817 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -4833437.500000 Penalty: 1035.683838
	Iteration 14Q: 3 clusters Score -4833438 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -4834115.000000 Penalty: 1035.683838
	Iteration 15Q: 3 clusters Score -4834115 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -4834914.500000 Penalty: 1035.683838
	Iteration 16Q: 3 clusters Score -4834914 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -4835744.000000 Penalty: 1035.683838
	Iteration 17Q: 3 clusters Score -4835744 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -4836696.000000 Penalty: 1035.683838
	Iteration 18Q: 3 clusters Score -4836696 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -4837631.000000 Penalty: 1035.683838
	Iteration 19Q: 3 clusters Score -4837631 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -4838593.500000 Penalty: 1035.683838
	Iteration 20F: 3 clusters Score -4838594 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -4839510.000000 Penalty: 1035.683838
	Iteration 21Q: 3 clusters Score -4839510 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79198 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -4840281.000000 Penalty: 1035.683838
	Iteration 22Q: 3 clusters Score -4840281 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -4841002.500000 Penalty: 1035.683838
	Iteration 23Q: 3 clusters Score -4841002 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81660 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -4841685.500000 Penalty: 1035.683838
	Iteration 24Q: 3 clusters Score -4841686 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4842279.500000 Penalty: 1035.683838
	Iteration 25Q: 3 clusters Score -4842280 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4842812.500000 Penalty: 1035.683838
	Iteration 26Q: 3 clusters Score -4842812 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -4843225.000000 Penalty: 1035.683838
	Iteration 27Q: 3 clusters Score -4843225 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4843604.500000 Penalty: 1035.683838
	Iteration 28Q: 3 clusters Score -4843604 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4843887.500000 Penalty: 1035.683838
	Iteration 29Q: 3 clusters Score -4843888 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4844087.500000 Penalty: 1035.683838
	Iteration 30Q: 3 clusters Score -4844088 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4844273.500000 Penalty: 1035.683838
	Iteration 31Q: 3 clusters Score -4844274 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86338 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4844397.500000 Penalty: 1035.683838
	Iteration 32Q: 3 clusters Score -4844398 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4844520.000000 Penalty: 1035.683838
	Iteration 33Q: 3 clusters Score -4844520 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4844604.000000 Penalty: 1035.683838
	Iteration 34Q: 3 clusters Score -4844604 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86842 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4844659.500000 Penalty: 1035.683838
	Iteration 35Q: 3 clusters Score -4844660 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4844698.500000 Penalty: 1035.683838
	Iteration 36Q: 3 clusters Score -4844698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4844727.500000 Penalty: 1035.683838
	Iteration 37Q: 3 clusters Score -4844728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4844745.500000 Penalty: 1035.683838
	Iteration 38Q: 3 clusters Score -4844746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4844768.500000 Penalty: 1035.683838
	Iteration 39Q: 3 clusters Score -4844768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4844796.500000 Penalty: 1035.683838
	Iteration 40F: 3 clusters Score -4844796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4844812.000000 Penalty: 1035.683838
	Iteration 41Q: 3 clusters Score -4844812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4844832.000000 Penalty: 1035.683838
	Iteration 42Q: 3 clusters Score -4844832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4844857.000000 Penalty: 1035.683838
	Iteration 43Q: 3 clusters Score -4844857 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87242 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4844876.000000 Penalty: 1035.683838
	Iteration 44Q: 3 clusters Score -4844876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87280 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4844910.000000 Penalty: 1035.683838
	Iteration 45Q: 3 clusters Score -4844910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4844916.500000 Penalty: 1035.683838
	Iteration 46Q: 3 clusters Score -4844916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87314 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4844922.500000 Penalty: 1035.683838
	Iteration 47Q: 3 clusters Score -4844922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4844930.000000 Penalty: 1035.683838
	Iteration 48Q: 3 clusters Score -4844930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4844940.500000 Penalty: 1035.683838
	Iteration 49Q: 3 clusters Score -4844940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87349 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4844939.000000 Penalty: 1035.683838
	Iteration 50Q: 3 clusters Score -4844939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4844944.000000 Penalty: 1035.683838
	Iteration 51Q: 3 clusters Score -4844944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4844950.500000 Penalty: 1035.683838
	Iteration 52Q: 3 clusters Score -4844950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4844947.500000 Penalty: 1035.683838
	Iteration 53Q: 3 clusters Score -4844948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87362 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4844946.500000 Penalty: 1035.683838
	Iteration 54Q: 3 clusters Score -4844946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4844945.500000 Penalty: 1035.683838
	Iteration 55Q: 3 clusters Score -4844946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4844947.000000 Penalty: 1035.683838
	Iteration 56Q: 3 clusters Score -4844947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4844947.000000 Penalty: 1035.683838
	Iteration 57Q: 3 clusters Score -4844947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4844947.000000 Penalty: 1035.683838
	Iteration 58F: 3 clusters Score -4844947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Entering Unmasked Estep 
Score: -481188.906250 Penalty: 413.757996
	Iteration 0F: 2 clusters Score -481188.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -475261.656250 Penalty: 827.515991
	Iteration 0F: 3 clusters Score -475261.7 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -477653.781250 Penalty: 827.515991
	Iteration 1F: 3 clusters Score -477653.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -477781.343750 Penalty: 827.515991
	Iteration 2Q: 3 clusters Score -477781.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -477887.125000 Penalty: 827.515991
	Iteration 3Q: 3 clusters Score -477887.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -477986.156250 Penalty: 827.515991
	Iteration 4Q: 3 clusters Score -477986.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -478096.312500 Penalty: 827.515991
	Iteration 5Q: 3 clusters Score -478096.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -478203.312500 Penalty: 827.515991
	Iteration 6Q: 3 clusters Score -478203.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -478333.562500 Penalty: 827.515991
	Iteration 7Q: 3 clusters Score -478333.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -478517.562500 Penalty: 827.515991
	Iteration 8Q: 3 clusters Score -478517.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -478736.250000 Penalty: 827.515991
	Iteration 9Q: 3 clusters Score -478736.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -479002.593750 Penalty: 827.515991
	Iteration 10Q: 3 clusters Score -479002.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -479200.000000 Penalty: 827.515991
	Iteration 11Q: 3 clusters Score -479200 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -479279.375000 Penalty: 827.515991
	Iteration 12Q: 3 clusters Score -479279.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -479320.718750 Penalty: 827.515991
	Iteration 13Q: 3 clusters Score -479320.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -479345.812500 Penalty: 827.515991
	Iteration 14Q: 3 clusters Score -479345.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -479363.062500 Penalty: 827.515991
	Iteration 15Q: 3 clusters Score -479363.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -479373.718750 Penalty: 827.515991
	Iteration 16Q: 3 clusters Score -479373.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -479380.437500 Penalty: 827.515991
	Iteration 17Q: 3 clusters Score -479380.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -479386.531250 Penalty: 827.515991
	Iteration 18Q: 3 clusters Score -479386.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -479395.312500 Penalty: 827.515991
	Iteration 19Q: 3 clusters Score -479395.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -479403.781250 Penalty: 827.515991
	Iteration 20F: 3 clusters Score -479403.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -479411.156250 Penalty: 827.515991
	Iteration 21Q: 3 clusters Score -479411.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -479419.000000 Penalty: 827.515991
	Iteration 22Q: 3 clusters Score -479419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -479429.531250 Penalty: 827.515991
	Iteration 23Q: 3 clusters Score -479429.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -479441.593750 Penalty: 827.515991
	Iteration 24Q: 3 clusters Score -479441.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -479453.343750 Penalty: 827.515991
	Iteration 25Q: 3 clusters Score -479453.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -479461.343750 Penalty: 827.515991
	Iteration 26Q: 3 clusters Score -479461.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -479468.656250 Penalty: 827.515991
	Iteration 27Q: 3 clusters Score -479468.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -479480.250000 Penalty: 827.515991
	Iteration 28Q: 3 clusters Score -479480.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -479491.906250 Penalty: 827.515991
	Iteration 29Q: 3 clusters Score -479491.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -479501.687500 Penalty: 827.515991
	Iteration 30Q: 3 clusters Score -479501.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -479509.625000 Penalty: 827.515991
	Iteration 31Q: 3 clusters Score -479509.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -479517.750000 Penalty: 827.515991
	Iteration 32Q: 3 clusters Score -479517.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -479529.718750 Penalty: 827.515991
	Iteration 33Q: 3 clusters Score -479529.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -479542.531250 Penalty: 827.515991
	Iteration 34Q: 3 clusters Score -479542.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -479559.000000 Penalty: 827.515991
	Iteration 35Q: 3 clusters Score -479559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -479571.500000 Penalty: 827.515991
	Iteration 36Q: 3 clusters Score -479571.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -479585.656250 Penalty: 827.515991
	Iteration 37Q: 3 clusters Score -479585.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -479603.031250 Penalty: 827.515991
	Iteration 38Q: 3 clusters Score -479603 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -479626.562500 Penalty: 827.515991
	Iteration 39Q: 3 clusters Score -479626.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -479656.625000 Penalty: 827.515991
	Iteration 40F: 3 clusters Score -479656.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -479705.437500 Penalty: 827.515991
	Iteration 41Q: 3 clusters Score -479705.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -479765.750000 Penalty: 827.515991
	Iteration 42Q: 3 clusters Score -479765.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -479865.781250 Penalty: 827.515991
	Iteration 43Q: 3 clusters Score -479865.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -479966.187500 Penalty: 827.515991
	Iteration 44Q: 3 clusters Score -479966.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -480062.687500 Penalty: 827.515991
	Iteration 45Q: 3 clusters Score -480062.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -480138.812500 Penalty: 827.515991
	Iteration 46Q: 3 clusters Score -480138.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -480211.218750 Penalty: 827.515991
	Iteration 47Q: 3 clusters Score -480211.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -480256.312500 Penalty: 827.515991
	Iteration 48Q: 3 clusters Score -480256.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -480290.531250 Penalty: 827.515991
	Iteration 49Q: 3 clusters Score -480290.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -480325.656250 Penalty: 827.515991
	Iteration 50Q: 3 clusters Score -480325.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -480371.593750 Penalty: 827.515991
	Iteration 51Q: 3 clusters Score -480371.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -480407.937500 Penalty: 827.515991
	Iteration 52Q: 3 clusters Score -480407.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -480443.375000 Penalty: 827.515991
	Iteration 53Q: 3 clusters Score -480443.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -480474.781250 Penalty: 827.515991
	Iteration 54Q: 3 clusters Score -480474.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -480496.125000 Penalty: 827.515991
	Iteration 55Q: 3 clusters Score -480496.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -480516.218750 Penalty: 827.515991
	Iteration 56Q: 3 clusters Score -480516.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -480538.687500 Penalty: 827.515991
	Iteration 57Q: 3 clusters Score -480538.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -480558.437500 Penalty: 827.515991
	Iteration 58Q: 3 clusters Score -480558.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -480578.250000 Penalty: 827.515991
	Iteration 59Q: 3 clusters Score -480578.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -480597.812500 Penalty: 827.515991
	Iteration 60F: 3 clusters Score -480597.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -480612.375000 Penalty: 827.515991
	Iteration 61Q: 3 clusters Score -480612.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -480627.406250 Penalty: 827.515991
	Iteration 62Q: 3 clusters Score -480627.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -480640.062500 Penalty: 827.515991
	Iteration 63Q: 3 clusters Score -480640.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -480652.750000 Penalty: 827.515991
	Iteration 64Q: 3 clusters Score -480652.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -480670.937500 Penalty: 827.515991
	Iteration 65Q: 3 clusters Score -480670.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -480690.343750 Penalty: 827.515991
	Iteration 66Q: 3 clusters Score -480690.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -480714.875000 Penalty: 827.515991
	Iteration 67Q: 3 clusters Score -480714.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -480739.406250 Penalty: 827.515991
	Iteration 68Q: 3 clusters Score -480739.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -480774.781250 Penalty: 827.515991
	Iteration 69Q: 3 clusters Score -480774.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -480804.656250 Penalty: 827.515991
	Iteration 70Q: 3 clusters Score -480804.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -480821.250000 Penalty: 827.515991
	Iteration 71Q: 3 clusters Score -480821.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -480833.343750 Penalty: 827.515991
	Iteration 72Q: 3 clusters Score -480833.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -480843.593750 Penalty: 827.515991
	Iteration 73Q: 3 clusters Score -480843.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -480850.281250 Penalty: 827.515991
	Iteration 74Q: 3 clusters Score -480850.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -480852.187500 Penalty: 827.515991
	Iteration 75Q: 3 clusters Score -480852.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -480854.187500 Penalty: 827.515991
	Iteration 76Q: 3 clusters Score -480854.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -480857.968750 Penalty: 827.515991
	Iteration 77Q: 3 clusters Score -480858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -480859.375000 Penalty: 827.515991
	Iteration 78Q: 3 clusters Score -480859.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -480860.312500 Penalty: 827.515991
	Iteration 79Q: 3 clusters Score -480860.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -480862.718750 Penalty: 827.515991
	Iteration 80F: 3 clusters Score -480862.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -480863.437500 Penalty: 827.515991
	Iteration 81Q: 3 clusters Score -480863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -480863.125000 Penalty: 827.515991
	Iteration 82Q: 3 clusters Score -480863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -480863.875000 Penalty: 827.515991
	Iteration 83Q: 3 clusters Score -480863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -480863.281250 Penalty: 827.515991
	Iteration 84Q: 3 clusters Score -480863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -480863.843750 Penalty: 827.515991
	Iteration 85Q: 3 clusters Score -480863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -480863.437500 Penalty: 827.515991
	Iteration 86Q: 3 clusters Score -480863.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -480863.437500 Penalty: 827.515991
	Iteration 87F: 3 clusters Score -480863.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54904 members 
Entering Unmasked Estep 
Score: -3068250.750000 Penalty: 496.557037
	Iteration 0F: 2 clusters Score -3068251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3031488.500000 Penalty: 993.114075
	Iteration 0F: 3 clusters Score -3031488 nChanged 26551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -3048075.500000 Penalty: 993.114075
	Iteration 1F: 3 clusters Score -3048076 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3049606.500000 Penalty: 993.114075
	Iteration 2F: 3 clusters Score -3049606 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3052081.500000 Penalty: 993.114075
	Iteration 3F: 3 clusters Score -3052082 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -3055866.500000 Penalty: 993.114075
	Iteration 4F: 3 clusters Score -3055866 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -3059028.250000 Penalty: 993.114075
	Iteration 5F: 3 clusters Score -3059028 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -3060555.000000 Penalty: 993.114075
	Iteration 6Q: 3 clusters Score -3060555 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -3061491.000000 Penalty: 993.114075
	Iteration 7Q: 3 clusters Score -3061491 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3062416.500000 Penalty: 993.114075
	Iteration 8Q: 3 clusters Score -3062416 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3063272.250000 Penalty: 993.114075
	Iteration 9Q: 3 clusters Score -3063272 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -3064111.000000 Penalty: 993.114075
	Iteration 10Q: 3 clusters Score -3064111 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3064699.750000 Penalty: 993.114075
	Iteration 11Q: 3 clusters Score -3064700 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3065103.000000 Penalty: 993.114075
	Iteration 12Q: 3 clusters Score -3065103 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3065371.750000 Penalty: 993.114075
	Iteration 13Q: 3 clusters Score -3065372 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -3065508.750000 Penalty: 993.114075
	Iteration 14Q: 3 clusters Score -3065509 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3065563.000000 Penalty: 993.114075
	Iteration 15Q: 3 clusters Score -3065563 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3065590.750000 Penalty: 993.114075
	Iteration 16Q: 3 clusters Score -3065591 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3065597.250000 Penalty: 993.114075
	Iteration 17Q: 3 clusters Score -3065597 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3065627.250000 Penalty: 993.114075
	Iteration 18Q: 3 clusters Score -3065627 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3065637.500000 Penalty: 993.114075
	Iteration 19Q: 3 clusters Score -3065638 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3065649.500000 Penalty: 993.114075
	Iteration 20F: 3 clusters Score -3065650 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3065658.000000 Penalty: 993.114075
	Iteration 21Q: 3 clusters Score -3065658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -3065660.750000 Penalty: 993.114075
	Iteration 22Q: 3 clusters Score -3065661 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3065671.000000 Penalty: 993.114075
	Iteration 23Q: 3 clusters Score -3065671 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3065666.000000 Penalty: 993.114075
	Iteration 24Q: 3 clusters Score -3065666 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3065663.750000 Penalty: 993.114075
	Iteration 25Q: 3 clusters Score -3065664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3065670.500000 Penalty: 993.114075
	Iteration 26Q: 3 clusters Score -3065670 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3065670.750000 Penalty: 993.114075
	Iteration 27Q: 3 clusters Score -3065671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3065683.000000 Penalty: 993.114075
	Iteration 28Q: 3 clusters Score -3065683 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -3065694.500000 Penalty: 993.114075
	Iteration 29Q: 3 clusters Score -3065694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3065693.750000 Penalty: 993.114075
	Iteration 30Q: 3 clusters Score -3065694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3065693.500000 Penalty: 993.114075
	Iteration 31Q: 3 clusters Score -3065694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3065702.250000 Penalty: 993.114075
	Iteration 32Q: 3 clusters Score -3065702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3065697.000000 Penalty: 993.114075
	Iteration 33Q: 3 clusters Score -3065697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3065701.750000 Penalty: 993.114075
	Iteration 34Q: 3 clusters Score -3065702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3065706.000000 Penalty: 993.114075
	Iteration 35Q: 3 clusters Score -3065706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3065702.250000 Penalty: 993.114075
	Iteration 36Q: 3 clusters Score -3065702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -3065709.250000 Penalty: 993.114075
	Iteration 37Q: 3 clusters Score -3065709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3065696.750000 Penalty: 993.114075
	Iteration 38Q: 3 clusters Score -3065697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3065699 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3065692 nChanged 34
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Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 26746 members 
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	Iteration 42Q: 3 clusters Score -3065694 nChanged 32
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Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3065692 nChanged 35
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Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3065684 nChanged 37
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Mstep: Class 1 contains 28262 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3065689 nChanged 35
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Mstep: Class 1 contains 28297 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3065689 nChanged 35
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Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3065686 nChanged 46
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Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3065680 nChanged 42
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Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3065688 nChanged 38
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Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3065688 nChanged 42
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Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3065688 nChanged 33
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Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3065684 nChanged 35
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Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3065690 nChanged 28
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Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3065686 nChanged 26
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Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3065684 nChanged 24
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Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3065686 nChanged 22
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Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3065687 nChanged 19
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Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3065691 nChanged 16
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Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3065685 nChanged 15
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Mstep: Class 1 contains 28746 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3065691 nChanged 17
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Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3065693 nChanged 21
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Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3065694 nChanged 37
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Mstep: Class 1 contains 28821 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3065690 nChanged 41
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Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 26042 members 
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	Iteration 65Q: 3 clusters Score -3065694 nChanged 35
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	Iteration 66Q: 3 clusters Score -3065698 nChanged 45
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	Iteration 67Q: 3 clusters Score -3065701 nChanged 41
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Mstep: Class 1 contains 28983 members 
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	Iteration 68Q: 3 clusters Score -3065699 nChanged 36
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Mstep: Class 1 contains 29019 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3065700 nChanged 32
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Mstep: Class 1 contains 29051 members 
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	Iteration 70Q: 3 clusters Score -3065701 nChanged 40
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Mstep: Class 1 contains 29091 members 
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	Iteration 71Q: 3 clusters Score -3065707 nChanged 40
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3065703 nChanged 40
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Mstep: Class 1 contains 29171 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3065706 nChanged 29
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3065718 nChanged 32
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	Iteration 78Q: 3 clusters Score -3065718 nChanged 32
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Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3065720 nChanged 44
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Mstep: Class 1 contains 29423 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29457 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3065735 nChanged 46
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Mstep: Class 1 contains 29544 members 
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	Iteration 84Q: 3 clusters Score -3065739 nChanged 44
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Mstep: Class 1 contains 29588 members 
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	Iteration 85Q: 3 clusters Score -3065744 nChanged 54
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3065738 nChanged 50
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	Iteration 89Q: 3 clusters Score -3065732 nChanged 38
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	Iteration 91Q: 3 clusters Score -3065734 nChanged 46
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	Iteration 93Q: 3 clusters Score -3065736 nChanged 70
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	Iteration 94Q: 3 clusters Score -3065736 nChanged 72
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	Iteration 95Q: 3 clusters Score -3065724 nChanged 78
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Mstep: Class 1 contains 30201 members 
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	Iteration 97Q: 3 clusters Score -3065730 nChanged 47
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	Iteration 98Q: 3 clusters Score -3065733 nChanged 45
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	Iteration 99Q: 3 clusters Score -3065733 nChanged 35
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	Iteration 100F: 3 clusters Score -3065733 nChanged 36
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	Iteration 101Q: 3 clusters Score -3065725 nChanged 28
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Mstep: Class 1 contains 30468 members 
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	Iteration 102Q: 3 clusters Score -3065728 nChanged 26
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	Iteration 103Q: 3 clusters Score -3065732 nChanged 17
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	Iteration 105Q: 3 clusters Score -3065730 nChanged 17
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	Iteration 106Q: 3 clusters Score -3065728 nChanged 11
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	Iteration 107Q: 3 clusters Score -3065724 nChanged 11
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	Iteration 108Q: 3 clusters Score -3065721 nChanged 9
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	Iteration 109Q: 3 clusters Score -3065719 nChanged 6
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	Iteration 110Q: 3 clusters Score -3065719 nChanged 3
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	Iteration 111Q: 3 clusters Score -3065717 nChanged 6
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	Iteration 112Q: 3 clusters Score -3065716 nChanged 7
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	Iteration 113Q: 3 clusters Score -3065721 nChanged 5
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	Iteration 114Q: 3 clusters Score -3065719 nChanged 7
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	Iteration 115Q: 3 clusters Score -3065724 nChanged 9
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	Iteration 116Q: 3 clusters Score -3065725 nChanged 9
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	Iteration 117Q: 3 clusters Score -3065728 nChanged 10
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	Iteration 118Q: 3 clusters Score -3065726 nChanged 11
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	Iteration 119Q: 3 clusters Score -3065727 nChanged 12
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	Iteration 120F: 3 clusters Score -3065731 nChanged 13
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	Iteration 121Q: 3 clusters Score -3065729 nChanged 13
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	Iteration 122Q: 3 clusters Score -3065730 nChanged 15
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	Iteration 123Q: 3 clusters Score -3065730 nChanged 18
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	Iteration 124Q: 3 clusters Score -3065731 nChanged 20
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	Iteration 125Q: 3 clusters Score -3065728 nChanged 9
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	Iteration 126Q: 3 clusters Score -3065726 nChanged 12
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	Iteration 127Q: 3 clusters Score -3065725 nChanged 9
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	Iteration 128Q: 3 clusters Score -3065726 nChanged 5
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3065724 nChanged 4
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3065726 nChanged 5
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Mstep: Class 1 contains 30785 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3065726 nChanged 4
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Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3065727.250000 Penalty: 993.114075
	Iteration 132Q: 3 clusters Score -3065727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3065726.000000 Penalty: 993.114075
	Iteration 133Q: 3 clusters Score -3065726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3065725.250000 Penalty: 993.114075
	Iteration 134Q: 3 clusters Score -3065725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3065725.000000 Penalty: 993.114075
	Iteration 135Q: 3 clusters Score -3065725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3065726.000000 Penalty: 993.114075
	Iteration 136Q: 3 clusters Score -3065726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3065725.500000 Penalty: 993.114075
	Iteration 137Q: 3 clusters Score -3065726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3065726.000000 Penalty: 993.114075
	Iteration 138Q: 3 clusters Score -3065726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3065726.000000 Penalty: 993.114075
	Iteration 139F: 3 clusters Score -3065726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Entering Unmasked Estep 
Score: -2168886.000000 Penalty: 483.230438
	Iteration 0F: 2 clusters Score -2168886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2141314.500000 Penalty: 966.460876
	Iteration 0F: 3 clusters Score -2141314 nChanged 19792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -2153571.250000 Penalty: 966.460876
	Iteration 1F: 3 clusters Score -2153571 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -2154713.000000 Penalty: 966.460876
	Iteration 2F: 3 clusters Score -2154713 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -2156588.000000 Penalty: 966.460876
	Iteration 3F: 3 clusters Score -2156588 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -2159728.750000 Penalty: 966.460876
	Iteration 4F: 3 clusters Score -2159729 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -2163668.000000 Penalty: 966.460876
	Iteration 5F: 3 clusters Score -2163668 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -2166656.750000 Penalty: 966.460876
	Iteration 6F: 3 clusters Score -2166657 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -2167935.500000 Penalty: 966.460876
	Iteration 7Q: 3 clusters Score -2167936 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -2168302.500000 Penalty: 966.460876
	Iteration 8Q: 3 clusters Score -2168302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -2168396.500000 Penalty: 966.460876
	Iteration 9Q: 3 clusters Score -2168396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -2168426.500000 Penalty: 966.460876
	Iteration 10Q: 3 clusters Score -2168426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -2168451.750000 Penalty: 966.460876
	Iteration 11Q: 3 clusters Score -2168452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -2168462.500000 Penalty: 966.460876
	Iteration 12Q: 3 clusters Score -2168462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -2168464.000000 Penalty: 966.460876
	Iteration 13Q: 3 clusters Score -2168464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -2168470.000000 Penalty: 966.460876
	Iteration 14Q: 3 clusters Score -2168470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -2168473.750000 Penalty: 966.460876
	Iteration 15Q: 3 clusters Score -2168474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -2168473.750000 Penalty: 966.460876
	Iteration 16F: 3 clusters Score -2168474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Entering Unmasked Estep 
Score: -829738.375000 Penalty: 439.938019
	Iteration 0F: 2 clusters Score -829738.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -819171.937500 Penalty: 879.876038
	Iteration 0F: 3 clusters Score -819171.9 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -823421.000000 Penalty: 879.876038
	Iteration 1F: 3 clusters Score -823421 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -823808.062500 Penalty: 879.876038
	Iteration 2F: 3 clusters Score -823808.1 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -824405.062500 Penalty: 879.876038
	Iteration 3F: 3 clusters Score -824405.1 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -825261.562500 Penalty: 879.876038
	Iteration 4F: 3 clusters Score -825261.6 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -826316.437500 Penalty: 879.876038
	Iteration 5F: 3 clusters Score -826316.4 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -827114.937500 Penalty: 879.876038
	Iteration 6F: 3 clusters Score -827114.9 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -827484.000000 Penalty: 879.876038
	Iteration 7F: 3 clusters Score -827484 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -827641.750000 Penalty: 879.876038
	Iteration 8Q: 3 clusters Score -827641.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -827756.125000 Penalty: 879.876038
	Iteration 9Q: 3 clusters Score -827756.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -827882.062500 Penalty: 879.876038
	Iteration 10Q: 3 clusters Score -827882.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -828025.625000 Penalty: 879.876038
	Iteration 11Q: 3 clusters Score -828025.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -828179.750000 Penalty: 879.876038
	Iteration 12Q: 3 clusters Score -828179.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -828349.437500 Penalty: 879.876038
	Iteration 13Q: 3 clusters Score -828349.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -828509.375000 Penalty: 879.876038
	Iteration 14Q: 3 clusters Score -828509.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -828669.250000 Penalty: 879.876038
	Iteration 15Q: 3 clusters Score -828669.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -828813.000000 Penalty: 879.876038
	Iteration 16Q: 3 clusters Score -828813 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -828918.000000 Penalty: 879.876038
	Iteration 17Q: 3 clusters Score -828918 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -829019.312500 Penalty: 879.876038
	Iteration 18Q: 3 clusters Score -829019.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -829100.125000 Penalty: 879.876038
	Iteration 19Q: 3 clusters Score -829100.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -829166.625000 Penalty: 879.876038
	Iteration 20F: 3 clusters Score -829166.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -829212.375000 Penalty: 879.876038
	Iteration 21Q: 3 clusters Score -829212.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -829246.437500 Penalty: 879.876038
	Iteration 22Q: 3 clusters Score -829246.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -829282.000000 Penalty: 879.876038
	Iteration 23Q: 3 clusters Score -829282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -829317.125000 Penalty: 879.876038
	Iteration 24Q: 3 clusters Score -829317.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -829342.937500 Penalty: 879.876038
	Iteration 25Q: 3 clusters Score -829342.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -829373.625000 Penalty: 879.876038
	Iteration 26Q: 3 clusters Score -829373.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -829401.250000 Penalty: 879.876038
	Iteration 27Q: 3 clusters Score -829401.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -829431.250000 Penalty: 879.876038
	Iteration 28Q: 3 clusters Score -829431.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -829453.687500 Penalty: 879.876038
	Iteration 29Q: 3 clusters Score -829453.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -829479.125000 Penalty: 879.876038
	Iteration 30Q: 3 clusters Score -829479.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -829499.375000 Penalty: 879.876038
	Iteration 31Q: 3 clusters Score -829499.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -829514.875000 Penalty: 879.876038
	Iteration 32Q: 3 clusters Score -829514.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -829523.750000 Penalty: 879.876038
	Iteration 33Q: 3 clusters Score -829523.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -829534.125000 Penalty: 879.876038
	Iteration 34Q: 3 clusters Score -829534.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -829544.312500 Penalty: 879.876038
	Iteration 35Q: 3 clusters Score -829544.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -829548.375000 Penalty: 879.876038
	Iteration 36Q: 3 clusters Score -829548.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -829556.125000 Penalty: 879.876038
	Iteration 37Q: 3 clusters Score -829556.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -829562.125000 Penalty: 879.876038
	Iteration 38Q: 3 clusters Score -829562.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -829566.937500 Penalty: 879.876038
	Iteration 39Q: 3 clusters Score -829566.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -829577.250000 Penalty: 879.876038
	Iteration 40F: 3 clusters Score -829577.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -829589.812500 Penalty: 879.876038
	Iteration 41Q: 3 clusters Score -829589.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -829597.375000 Penalty: 879.876038
	Iteration 42Q: 3 clusters Score -829597.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -829604.250000 Penalty: 879.876038
	Iteration 43Q: 3 clusters Score -829604.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -829609.937500 Penalty: 879.876038
	Iteration 44Q: 3 clusters Score -829609.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -829617.250000 Penalty: 879.876038
	Iteration 45Q: 3 clusters Score -829617.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -829618.937500 Penalty: 879.876038
	Iteration 46Q: 3 clusters Score -829618.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -829622.062500 Penalty: 879.876038
	Iteration 47Q: 3 clusters Score -829622.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -829623.937500 Penalty: 879.876038
	Iteration 48Q: 3 clusters Score -829623.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -829626.687500 Penalty: 879.876038
	Iteration 49Q: 3 clusters Score -829626.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -829629.437500 Penalty: 879.876038
	Iteration 50Q: 3 clusters Score -829629.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -829630.562500 Penalty: 879.876038
	Iteration 51Q: 3 clusters Score -829630.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -829631.375000 Penalty: 879.876038
	Iteration 52Q: 3 clusters Score -829631.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -829634.125000 Penalty: 879.876038
	Iteration 53Q: 3 clusters Score -829634.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -829635.000000 Penalty: 879.876038
	Iteration 54Q: 3 clusters Score -829635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -829636.562500 Penalty: 879.876038
	Iteration 55Q: 3 clusters Score -829636.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -829639.500000 Penalty: 879.876038
	Iteration 56Q: 3 clusters Score -829639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -829639.562500 Penalty: 879.876038
	Iteration 57Q: 3 clusters Score -829639.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -829639.250000 Penalty: 879.876038
	Iteration 58Q: 3 clusters Score -829639.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -829639.187500 Penalty: 879.876038
	Iteration 59Q: 3 clusters Score -829639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -829640.562500 Penalty: 879.876038
	Iteration 60F: 3 clusters Score -829640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -829639.062500 Penalty: 879.876038
	Iteration 61Q: 3 clusters Score -829639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -829641.562500 Penalty: 879.876038
	Iteration 62Q: 3 clusters Score -829641.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -829642.062500 Penalty: 879.876038
	Iteration 63Q: 3 clusters Score -829642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -829643.375000 Penalty: 879.876038
	Iteration 64Q: 3 clusters Score -829643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -829643.812500 Penalty: 879.876038
	Iteration 65Q: 3 clusters Score -829643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -829643.812500 Penalty: 879.876038
	Iteration 66F: 3 clusters Score -829643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (162340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Entering Unmasked Estep 
Score: -8580286.000000 Penalty: 545.883911
	Iteration 0F: 2 clusters Score -8580286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 81236 members 
Entering Unmasked Estep 
Score: -8482948.000000 Penalty: 1091.767822
	Iteration 0F: 3 clusters Score -8482948 nChanged 79668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -8537319.000000 Penalty: 1091.767822
	Iteration 1F: 3 clusters Score -8537319 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 76301 members 
Entering Unmasked Estep 
Score: -8544398.000000 Penalty: 1091.767822
	Iteration 2F: 3 clusters Score -8544398 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -8554343.000000 Penalty: 1091.767822
	Iteration 3F: 3 clusters Score -8554343 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86407 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -8562119.000000 Penalty: 1091.767822
	Iteration 4F: 3 clusters Score -8562119 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -8564557.000000 Penalty: 1091.767822
	Iteration 5Q: 3 clusters Score -8564557 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -8565191.000000 Penalty: 1091.767822
	Iteration 6Q: 3 clusters Score -8565191 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -8565418.000000 Penalty: 1091.767822
	Iteration 7Q: 3 clusters Score -8565418 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -8565653.000000 Penalty: 1091.767822
	Iteration 8Q: 3 clusters Score -8565653 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -8565941.000000 Penalty: 1091.767822
	Iteration 9Q: 3 clusters Score -8565941 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 78851 members 
Entering Unmasked Estep 
Score: -8566258.000000 Penalty: 1091.767822
	Iteration 10Q: 3 clusters Score -8566258 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 79166 members 
Entering Unmasked Estep 
Score: -8566529.000000 Penalty: 1091.767822
	Iteration 11Q: 3 clusters Score -8566529 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -8566895.000000 Penalty: 1091.767822
	Iteration 12Q: 3 clusters Score -8566895 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82763 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -8567339.000000 Penalty: 1091.767822
	Iteration 13Q: 3 clusters Score -8567339 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -8567752.000000 Penalty: 1091.767822
	Iteration 14Q: 3 clusters Score -8567752 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -8568226.000000 Penalty: 1091.767822
	Iteration 15Q: 3 clusters Score -8568226 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -8568690.000000 Penalty: 1091.767822
	Iteration 16Q: 3 clusters Score -8568690 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 79861 members 
Entering Unmasked Estep 
Score: -8569501.000000 Penalty: 1091.767822
	Iteration 17Q: 3 clusters Score -8569501 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -8570256.000000 Penalty: 1091.767822
	Iteration 18Q: 3 clusters Score -8570256 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -8571054.000000 Penalty: 1091.767822
	Iteration 19Q: 3 clusters Score -8571054 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -8571973.000000 Penalty: 1091.767822
	Iteration 20F: 3 clusters Score -8571973 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 80166 members 
Entering Unmasked Estep 
Score: -8572882.000000 Penalty: 1091.767822
	Iteration 21Q: 3 clusters Score -8572882 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -8573668.000000 Penalty: 1091.767822
	Iteration 22Q: 3 clusters Score -8573668 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 80516 members 
Entering Unmasked Estep 
Score: -8574409.000000 Penalty: 1091.767822
	Iteration 23Q: 3 clusters Score -8574409 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -8575043.000000 Penalty: 1091.767822
	Iteration 24Q: 3 clusters Score -8575043 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -8575665.000000 Penalty: 1091.767822
	Iteration 25Q: 3 clusters Score -8575665 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -8576213.000000 Penalty: 1091.767822
	Iteration 26Q: 3 clusters Score -8576213 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -8576655.000000 Penalty: 1091.767822
	Iteration 27Q: 3 clusters Score -8576655 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81592 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -8577028.000000 Penalty: 1091.767822
	Iteration 28Q: 3 clusters Score -8577028 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -8577245.000000 Penalty: 1091.767822
	Iteration 29Q: 3 clusters Score -8577245 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -8577502.000000 Penalty: 1091.767822
	Iteration 30Q: 3 clusters Score -8577502 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -8577703.000000 Penalty: 1091.767822
	Iteration 31Q: 3 clusters Score -8577703 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 80556 members 
Entering Unmasked Estep 
Score: -8577863.000000 Penalty: 1091.767822
	Iteration 32Q: 3 clusters Score -8577863 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -8578080.000000 Penalty: 1091.767822
	Iteration 33Q: 3 clusters Score -8578080 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -8578298.000000 Penalty: 1091.767822
	Iteration 34Q: 3 clusters Score -8578298 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -8578515.000000 Penalty: 1091.767822
	Iteration 35Q: 3 clusters Score -8578515 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -8578744.000000 Penalty: 1091.767822
	Iteration 36Q: 3 clusters Score -8578744 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -8578998.000000 Penalty: 1091.767822
	Iteration 37Q: 3 clusters Score -8578998 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -8579217.000000 Penalty: 1091.767822
	Iteration 38Q: 3 clusters Score -8579217 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82498 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -8579443.000000 Penalty: 1091.767822
	Iteration 39Q: 3 clusters Score -8579443 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 79873 members 
Entering Unmasked Estep 
Score: -8579759.000000 Penalty: 1091.767822
	Iteration 40F: 3 clusters Score -8579759 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82507 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -8580109.000000 Penalty: 1091.767822
	Iteration 41Q: 3 clusters Score -8580109 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -8580453.000000 Penalty: 1091.767822
	Iteration 42Q: 3 clusters Score -8580453 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -8580814.000000 Penalty: 1091.767822
	Iteration 43Q: 3 clusters Score -8580814 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 79774 members 
Entering Unmasked Estep 
Score: -8581120.000000 Penalty: 1091.767822
	Iteration 44Q: 3 clusters Score -8581120 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -8581433.000000 Penalty: 1091.767822
	Iteration 45Q: 3 clusters Score -8581433 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -8581792.000000 Penalty: 1091.767822
	Iteration 46Q: 3 clusters Score -8581792 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 79782 members 
Entering Unmasked Estep 
Score: -8582163.000000 Penalty: 1091.767822
	Iteration 47Q: 3 clusters Score -8582163 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -8582548.000000 Penalty: 1091.767822
	Iteration 48Q: 3 clusters Score -8582548 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -8582991.000000 Penalty: 1091.767822
	Iteration 49Q: 3 clusters Score -8582991 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -8583431.000000 Penalty: 1091.767822
	Iteration 50Q: 3 clusters Score -8583431 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -8583741.000000 Penalty: 1091.767822
	Iteration 51Q: 3 clusters Score -8583741 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -8584017.000000 Penalty: 1091.767822
	Iteration 52Q: 3 clusters Score -8584017 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 79430 members 
Entering Unmasked Estep 
Score: -8584199.000000 Penalty: 1091.767822
	Iteration 53Q: 3 clusters Score -8584199 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 79375 members 
Entering Unmasked Estep 
Score: -8584399.000000 Penalty: 1091.767822
	Iteration 54Q: 3 clusters Score -8584399 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -8584521.000000 Penalty: 1091.767822
	Iteration 55Q: 3 clusters Score -8584521 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -8584623.000000 Penalty: 1091.767822
	Iteration 56Q: 3 clusters Score -8584623 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -8584696.000000 Penalty: 1091.767822
	Iteration 57Q: 3 clusters Score -8584696 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -8584771.000000 Penalty: 1091.767822
	Iteration 58Q: 3 clusters Score -8584771 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -8584746.000000 Penalty: 1091.767822
	Iteration 59Q: 3 clusters Score -8584746 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -8584872.000000 Penalty: 1091.767822
	Iteration 60F: 3 clusters Score -8584872 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -8584895.000000 Penalty: 1091.767822
	Iteration 61Q: 3 clusters Score -8584895 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -8584917.000000 Penalty: 1091.767822
	Iteration 62Q: 3 clusters Score -8584917 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -8584967.000000 Penalty: 1091.767822
	Iteration 63Q: 3 clusters Score -8584967 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -8584955.000000 Penalty: 1091.767822
	Iteration 64Q: 3 clusters Score -8584955 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 78987 members 
Entering Unmasked Estep 
Score: -8584988.000000 Penalty: 1091.767822
	Iteration 65Q: 3 clusters Score -8584988 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -8585007.000000 Penalty: 1091.767822
	Iteration 66Q: 3 clusters Score -8585007 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83299 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -8585013.000000 Penalty: 1091.767822
	Iteration 67Q: 3 clusters Score -8585013 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -8585015.000000 Penalty: 1091.767822
	Iteration 68Q: 3 clusters Score -8585015 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -8585017.000000 Penalty: 1091.767822
	Iteration 69Q: 3 clusters Score -8585017 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -8585035.000000 Penalty: 1091.767822
	Iteration 70Q: 3 clusters Score -8585035 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83325 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -8585025.000000 Penalty: 1091.767822
	Iteration 71Q: 3 clusters Score -8585025 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -8585030.000000 Penalty: 1091.767822
	Iteration 72Q: 3 clusters Score -8585030 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -8585051.000000 Penalty: 1091.767822
	Iteration 73Q: 3 clusters Score -8585051 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -8585049.000000 Penalty: 1091.767822
	Iteration 74Q: 3 clusters Score -8585049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 79053 members 
Entering Unmasked Estep 
Score: -8585035.000000 Penalty: 1091.767822
	Iteration 75Q: 3 clusters Score -8585035 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -8585038.000000 Penalty: 1091.767822
	Iteration 76Q: 3 clusters Score -8585038 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -8585052.000000 Penalty: 1091.767822
	Iteration 77Q: 3 clusters Score -8585052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -8585053.000000 Penalty: 1091.767822
	Iteration 78Q: 3 clusters Score -8585053 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 79085 members 
Entering Unmasked Estep 
Score: -8585071.000000 Penalty: 1091.767822
	Iteration 79Q: 3 clusters Score -8585071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 79081 members 
Entering Unmasked Estep 
Score: -8585092.000000 Penalty: 1091.767822
	Iteration 80F: 3 clusters Score -8585092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -8585090.000000 Penalty: 1091.767822
	Iteration 81Q: 3 clusters Score -8585090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -8585095.000000 Penalty: 1091.767822
	Iteration 82Q: 3 clusters Score -8585095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83266 members 
Mstep: Class 2 contains 79074 members 
Entering Unmasked Estep 
Score: -8585093.000000 Penalty: 1091.767822
	Iteration 83Q: 3 clusters Score -8585093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83274 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -8585100.000000 Penalty: 1091.767822
	Iteration 84Q: 3 clusters Score -8585100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83271 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -8585116.000000 Penalty: 1091.767822
	Iteration 85Q: 3 clusters Score -8585116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83265 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -8585112.000000 Penalty: 1091.767822
	Iteration 86Q: 3 clusters Score -8585112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -8585113.000000 Penalty: 1091.767822
	Iteration 87Q: 3 clusters Score -8585113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -8585110.000000 Penalty: 1091.767822
	Iteration 88Q: 3 clusters Score -8585110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -8585116.000000 Penalty: 1091.767822
	Iteration 89Q: 3 clusters Score -8585116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -8585107.000000 Penalty: 1091.767822
	Iteration 90Q: 3 clusters Score -8585107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -8585102.000000 Penalty: 1091.767822
	Iteration 91Q: 3 clusters Score -8585102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 79110 members 
Entering Unmasked Estep 
Score: -8585100.000000 Penalty: 1091.767822
	Iteration 92Q: 3 clusters Score -8585100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -8585102.000000 Penalty: 1091.767822
	Iteration 93Q: 3 clusters Score -8585102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83220 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -8585107.000000 Penalty: 1091.767822
	Iteration 94Q: 3 clusters Score -8585107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -8585103.000000 Penalty: 1091.767822
	Iteration 95Q: 3 clusters Score -8585103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -8585103.000000 Penalty: 1091.767822
	Iteration 96Q: 3 clusters Score -8585103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -8585103.000000 Penalty: 1091.767822
	Iteration 97F: 3 clusters Score -8585103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 22167 members 
Mstep: Class 3 contains 96196 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 17271 members 
Mstep: Class 7 contains 87653 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 54904 members 
Mstep: Class 10 contains 40964 members 
Mstep: Class 11 contains 15819 members 
Mstep: Class 12 contains 83218 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 13472 members 
Mstep: Class 15 contains 10202 members 
Mstep: Class 16 contains 60514 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 28642 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 85457 members 
Mstep: Class 24 contains 10452 members 
Mstep: Class 25 contains 89418 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 11363 members 
Mstep: Class 28 contains 115259 members 
Mstep: Class 29 contains 85798 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 27235 members 
Mstep: Class 32 contains 16186 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 79122 members 
Mstep: Class 35 contains 131030 members 
Mstep: Class 36 contains 81645 members 
Mstep: Class 37 contains 14994 members 
Mstep: Class 38 contains 7673 members 
Mstep: Class 39 contains 97672 members 
Mstep: Class 40 contains 7415 members 
Mstep: Class 41 contains 22339 members 
Mstep: Class 42 contains 82417 members 
Mstep: Class 43 contains 6677 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 174381 members 
Entering Unmasked Estep 
Score: -87390168.000000 Penalty: 29409.876953
Splitting cluster 12 changes total score from -87385384.000000 to -87390168.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -74288.789062 Penalty: 336.839264
	Iteration 0F: 2 clusters Score -74288.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -73072.726562 Penalty: 673.678528
	Iteration 0F: 3 clusters Score -73072.73 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -73556.617188 Penalty: 673.678528
	Iteration 1F: 3 clusters Score -73556.62 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -73773.710938 Penalty: 673.678528
	Iteration 2F: 3 clusters Score -73773.71 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -73990.898438 Penalty: 673.678528
	Iteration 3F: 3 clusters Score -73990.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -74170.718750 Penalty: 673.678528
	Iteration 4F: 3 clusters Score -74170.72 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -74252.773438 Penalty: 673.678528
	Iteration 5F: 3 clusters Score -74252.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -74291.789062 Penalty: 673.678528
	Iteration 6Q: 3 clusters Score -74291.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -74317.671875 Penalty: 673.678528
	Iteration 7Q: 3 clusters Score -74317.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -74330.882812 Penalty: 673.678528
	Iteration 8Q: 3 clusters Score -74330.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -74335.335938 Penalty: 673.678528
	Iteration 9Q: 3 clusters Score -74335.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -74337.085938 Penalty: 673.678528
	Iteration 10Q: 3 clusters Score -74337.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -74338.796875 Penalty: 673.678528
	Iteration 11Q: 3 clusters Score -74338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -74340.250000 Penalty: 673.678528
	Iteration 12Q: 3 clusters Score -74340.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -74341.101562 Penalty: 673.678528
	Iteration 13Q: 3 clusters Score -74341.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -74341.820312 Penalty: 673.678528
	Iteration 14Q: 3 clusters Score -74341.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -74341.820312 Penalty: 673.678528
	Iteration 15F: 3 clusters Score -74341.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 22167 members 
Mstep: Class 3 contains 96196 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 17271 members 
Mstep: Class 7 contains 87653 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 54904 members 
Mstep: Class 10 contains 40964 members 
Mstep: Class 11 contains 15819 members 
Mstep: Class 12 contains 83218 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 13472 members 
Mstep: Class 15 contains 10202 members 
Mstep: Class 16 contains 60514 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 28642 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 85457 members 
Mstep: Class 24 contains 10452 members 
Mstep: Class 25 contains 89418 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 11363 members 
Mstep: Class 28 contains 115259 members 
Mstep: Class 29 contains 85798 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 27235 members 
Mstep: Class 32 contains 16186 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 34 contains 79122 members 
Mstep: Class 35 contains 131030 members 
Mstep: Class 36 contains 81645 members 
Mstep: Class 37 contains 14994 members 
Mstep: Class 38 contains 7673 members 
Mstep: Class 39 contains 97672 members 
Mstep: Class 40 contains 7415 members 
Mstep: Class 41 contains 22339 members 
Mstep: Class 42 contains 82417 members 
Mstep: Class 43 contains 6677 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 174381 members 
Mstep: Class 46 contains 1163 members 
Entering Unmasked Estep 
Score: -87389880.000000 Penalty: 30063.429688
Splitting cluster 13 changes total score from -87385384.000000 to -87389880.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -737211.187500 Penalty: 432.630768
	Iteration 0F: 2 clusters Score -737211.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -728180.625000 Penalty: 865.261536
	Iteration 0F: 3 clusters Score -728180.6 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -731694.250000 Penalty: 865.261536
	Iteration 1F: 3 clusters Score -731694.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -731992.187500 Penalty: 865.261536
	Iteration 2F: 3 clusters Score -731992.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -732470.625000 Penalty: 865.261536
	Iteration 3F: 3 clusters Score -732470.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -733083.187500 Penalty: 865.261536
	Iteration 4F: 3 clusters Score -733083.2 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -733832.062500 Penalty: 865.261536
	Iteration 5F: 3 clusters Score -733832.1 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -734559.500000 Penalty: 865.261536
	Iteration 6F: 3 clusters Score -734559.5 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -735081.250000 Penalty: 865.261536
	Iteration 7F: 3 clusters Score -735081.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -735441.187500 Penalty: 865.261536
	Iteration 8Q: 3 clusters Score -735441.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -735715.500000 Penalty: 865.261536
	Iteration 9Q: 3 clusters Score -735715.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -735896.000000 Penalty: 865.261536
	Iteration 10Q: 3 clusters Score -735896 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -736043.187500 Penalty: 865.261536
	Iteration 11Q: 3 clusters Score -736043.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -736162.500000 Penalty: 865.261536
	Iteration 12Q: 3 clusters Score -736162.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -736276.937500 Penalty: 865.261536
	Iteration 13Q: 3 clusters Score -736276.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -736361.375000 Penalty: 865.261536
	Iteration 14Q: 3 clusters Score -736361.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -736435.187500 Penalty: 865.261536
	Iteration 15Q: 3 clusters Score -736435.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -736518.687500 Penalty: 865.261536
	Iteration 16Q: 3 clusters Score -736518.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -736598.687500 Penalty: 865.261536
	Iteration 17Q: 3 clusters Score -736598.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -736660.000000 Penalty: 865.261536
	Iteration 18Q: 3 clusters Score -736660 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -736723.062500 Penalty: 865.261536
	Iteration 19Q: 3 clusters Score -736723.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -736756.437500 Penalty: 865.261536
	Iteration 20F: 3 clusters Score -736756.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -736775.500000 Penalty: 865.261536
	Iteration 21Q: 3 clusters Score -736775.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -736795.937500 Penalty: 865.261536
	Iteration 22Q: 3 clusters Score -736795.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -736813.250000 Penalty: 865.261536
	Iteration 23Q: 3 clusters Score -736813.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -736832.437500 Penalty: 865.261536
	Iteration 24Q: 3 clusters Score -736832.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -736844.687500 Penalty: 865.261536
	Iteration 25Q: 3 clusters Score -736844.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -736854.750000 Penalty: 865.261536
	Iteration 26Q: 3 clusters Score -736854.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -736865.500000 Penalty: 865.261536
	Iteration 27Q: 3 clusters Score -736865.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -736872.812500 Penalty: 865.261536
	Iteration 28Q: 3 clusters Score -736872.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -736875.687500 Penalty: 865.261536
	Iteration 29Q: 3 clusters Score -736875.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -736877.437500 Penalty: 865.261536
	Iteration 30Q: 3 clusters Score -736877.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -736880.437500 Penalty: 865.261536
	Iteration 31Q: 3 clusters Score -736880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -736882.187500 Penalty: 865.261536
	Iteration 32Q: 3 clusters Score -736882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -736884.062500 Penalty: 865.261536
	Iteration 33Q: 3 clusters Score -736884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -736886.812500 Penalty: 865.261536
	Iteration 34Q: 3 clusters Score -736886.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -736889.375000 Penalty: 865.261536
	Iteration 35Q: 3 clusters Score -736889.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -736890.875000 Penalty: 865.261536
	Iteration 36Q: 3 clusters Score -736890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -736892.875000 Penalty: 865.261536
	Iteration 37Q: 3 clusters Score -736892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -736896.437500 Penalty: 865.261536
	Iteration 38Q: 3 clusters Score -736896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -736898.250000 Penalty: 865.261536
	Iteration 39Q: 3 clusters Score -736898.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -736901.687500 Penalty: 865.261536
	Iteration 40F: 3 clusters Score -736901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -736902.062500 Penalty: 865.261536
	Iteration 41Q: 3 clusters Score -736902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -736903.312500 Penalty: 865.261536
	Iteration 42Q: 3 clusters Score -736903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -736905.812500 Penalty: 865.261536
	Iteration 43Q: 3 clusters Score -736905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -736906.875000 Penalty: 865.261536
	Iteration 44Q: 3 clusters Score -736906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -736906.437500 Penalty: 865.261536
	Iteration 45Q: 3 clusters Score -736906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -736907.125000 Penalty: 865.261536
	Iteration 46Q: 3 clusters Score -736907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -736907.125000 Penalty: 865.261536
	Iteration 47F: 3 clusters Score -736907.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Entering Unmasked Estep 
Score: -551830.750000 Penalty: 419.980438
	Iteration 0F: 2 clusters Score -551830.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -544904.625000 Penalty: 839.960876
	Iteration 0F: 3 clusters Score -544904.6 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -547664.812500 Penalty: 839.960876
	Iteration 1F: 3 clusters Score -547664.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -547962.937500 Penalty: 839.960876
	Iteration 2F: 3 clusters Score -547962.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -548418.312500 Penalty: 839.960876
	Iteration 3F: 3 clusters Score -548418.3 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -549111.687500 Penalty: 839.960876
	Iteration 4F: 3 clusters Score -549111.7 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -549915.062500 Penalty: 839.960876
	Iteration 5F: 3 clusters Score -549915.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -550558.312500 Penalty: 839.960876
	Iteration 6F: 3 clusters Score -550558.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -550898.562500 Penalty: 839.960876
	Iteration 7Q: 3 clusters Score -550898.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -551067.750000 Penalty: 839.960876
	Iteration 8Q: 3 clusters Score -551067.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -551158.750000 Penalty: 839.960876
	Iteration 9Q: 3 clusters Score -551158.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -551218.125000 Penalty: 839.960876
	Iteration 10Q: 3 clusters Score -551218.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -551265.312500 Penalty: 839.960876
	Iteration 11Q: 3 clusters Score -551265.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -551303.687500 Penalty: 839.960876
	Iteration 12Q: 3 clusters Score -551303.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -551338.125000 Penalty: 839.960876
	Iteration 13Q: 3 clusters Score -551338.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -551374.187500 Penalty: 839.960876
	Iteration 14Q: 3 clusters Score -551374.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -551393.625000 Penalty: 839.960876
	Iteration 15Q: 3 clusters Score -551393.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -551410.562500 Penalty: 839.960876
	Iteration 16Q: 3 clusters Score -551410.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -551428.187500 Penalty: 839.960876
	Iteration 17Q: 3 clusters Score -551428.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -551439.250000 Penalty: 839.960876
	Iteration 18Q: 3 clusters Score -551439.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -551444.312500 Penalty: 839.960876
	Iteration 19Q: 3 clusters Score -551444.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -551452.000000 Penalty: 839.960876
	Iteration 20F: 3 clusters Score -551452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -551460.187500 Penalty: 839.960876
	Iteration 21Q: 3 clusters Score -551460.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -551466.937500 Penalty: 839.960876
	Iteration 22Q: 3 clusters Score -551466.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -551471.875000 Penalty: 839.960876
	Iteration 23Q: 3 clusters Score -551471.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -551474.687500 Penalty: 839.960876
	Iteration 24Q: 3 clusters Score -551474.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -551478.750000 Penalty: 839.960876
	Iteration 25Q: 3 clusters Score -551478.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -551483.812500 Penalty: 839.960876
	Iteration 26Q: 3 clusters Score -551483.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -551488.625000 Penalty: 839.960876
	Iteration 27Q: 3 clusters Score -551488.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -551492.750000 Penalty: 839.960876
	Iteration 28Q: 3 clusters Score -551492.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -551497.062500 Penalty: 839.960876
	Iteration 29Q: 3 clusters Score -551497.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -551501.437500 Penalty: 839.960876
	Iteration 30Q: 3 clusters Score -551501.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -551505.625000 Penalty: 839.960876
	Iteration 31Q: 3 clusters Score -551505.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -551511.625000 Penalty: 839.960876
	Iteration 32Q: 3 clusters Score -551511.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -551516.312500 Penalty: 839.960876
	Iteration 33Q: 3 clusters Score -551516.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -551520.500000 Penalty: 839.960876
	Iteration 34Q: 3 clusters Score -551520.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -551524.062500 Penalty: 839.960876
	Iteration 35Q: 3 clusters Score -551524.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -551528.750000 Penalty: 839.960876
	Iteration 36Q: 3 clusters Score -551528.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -551532.187500 Penalty: 839.960876
	Iteration 37Q: 3 clusters Score -551532.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -551532.750000 Penalty: 839.960876
	Iteration 38Q: 3 clusters Score -551532.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -551532.375000 Penalty: 839.960876
	Iteration 39Q: 3 clusters Score -551532.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -551533.187500 Penalty: 839.960876
	Iteration 40F: 3 clusters Score -551533.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -551532.562500 Penalty: 839.960876
	Iteration 41Q: 3 clusters Score -551532.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -551534.437500 Penalty: 839.960876
	Iteration 42Q: 3 clusters Score -551534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -551534.312500 Penalty: 839.960876
	Iteration 43Q: 3 clusters Score -551534.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -551535.625000 Penalty: 839.960876
	Iteration 44Q: 3 clusters Score -551535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -551536.375000 Penalty: 839.960876
	Iteration 45Q: 3 clusters Score -551536.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -551536.687500 Penalty: 839.960876
	Iteration 46Q: 3 clusters Score -551536.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -551536.625000 Penalty: 839.960876
	Iteration 47Q: 3 clusters Score -551536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -551540.937500 Penalty: 839.960876
	Iteration 48Q: 3 clusters Score -551540.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -551540.750000 Penalty: 839.960876
	Iteration 49Q: 3 clusters Score -551540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -551542.250000 Penalty: 839.960876
	Iteration 50Q: 3 clusters Score -551542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -551543.312500 Penalty: 839.960876
	Iteration 51Q: 3 clusters Score -551543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -551542.000000 Penalty: 839.960876
	Iteration 52Q: 3 clusters Score -551542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -551542.000000 Penalty: 839.960876
	Iteration 53F: 3 clusters Score -551542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Entering Unmasked Estep 
Score: -3391341.750000 Penalty: 500.983643
	Iteration 0F: 2 clusters Score -3391342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3350585.750000 Penalty: 1001.967285
	Iteration 0F: 3 clusters Score -3350586 nChanged 29309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3368372.750000 Penalty: 1001.967285
	Iteration 1F: 3 clusters Score -3368373 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3369066.500000 Penalty: 1001.967285
	Iteration 2Q: 3 clusters Score -3369066 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3369979.250000 Penalty: 1001.967285
	Iteration 3Q: 3 clusters Score -3369979 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3371176.750000 Penalty: 1001.967285
	Iteration 4Q: 3 clusters Score -3371177 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3373134.250000 Penalty: 1001.967285
	Iteration 5Q: 3 clusters Score -3373134 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3375992.750000 Penalty: 1001.967285
	Iteration 6F: 3 clusters Score -3375993 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3379002.750000 Penalty: 1001.967285
	Iteration 7F: 3 clusters Score -3379003 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3380551.000000 Penalty: 1001.967285
	Iteration 8Q: 3 clusters Score -3380551 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -3381102.500000 Penalty: 1001.967285
	Iteration 9Q: 3 clusters Score -3381102 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -3381390.750000 Penalty: 1001.967285
	Iteration 10Q: 3 clusters Score -3381391 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3381640.500000 Penalty: 1001.967285
	Iteration 11Q: 3 clusters Score -3381640 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3381939.250000 Penalty: 1001.967285
	Iteration 12Q: 3 clusters Score -3381939 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3382328.250000 Penalty: 1001.967285
	Iteration 13Q: 3 clusters Score -3382328 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3382749.500000 Penalty: 1001.967285
	Iteration 14Q: 3 clusters Score -3382750 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3383166.500000 Penalty: 1001.967285
	Iteration 15Q: 3 clusters Score -3383166 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3383713.250000 Penalty: 1001.967285
	Iteration 16Q: 3 clusters Score -3383713 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3384286.750000 Penalty: 1001.967285
	Iteration 17Q: 3 clusters Score -3384287 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3384893.250000 Penalty: 1001.967285
	Iteration 18Q: 3 clusters Score -3384893 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -3385577.250000 Penalty: 1001.967285
	Iteration 19Q: 3 clusters Score -3385577 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -3386302.500000 Penalty: 1001.967285
	Iteration 20F: 3 clusters Score -3386302 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3387030.000000 Penalty: 1001.967285
	Iteration 21Q: 3 clusters Score -3387030 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -3387672.250000 Penalty: 1001.967285
	Iteration 22Q: 3 clusters Score -3387672 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3388270.750000 Penalty: 1001.967285
	Iteration 23Q: 3 clusters Score -3388271 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3388801.500000 Penalty: 1001.967285
	Iteration 24Q: 3 clusters Score -3388802 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3389267.000000 Penalty: 1001.967285
	Iteration 25Q: 3 clusters Score -3389267 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3389667.750000 Penalty: 1001.967285
	Iteration 26Q: 3 clusters Score -3389668 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3389985.750000 Penalty: 1001.967285
	Iteration 27Q: 3 clusters Score -3389986 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3390241.500000 Penalty: 1001.967285
	Iteration 28Q: 3 clusters Score -3390242 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3390438.250000 Penalty: 1001.967285
	Iteration 29Q: 3 clusters Score -3390438 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3390573.750000 Penalty: 1001.967285
	Iteration 30Q: 3 clusters Score -3390574 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3390670.750000 Penalty: 1001.967285
	Iteration 31Q: 3 clusters Score -3390671 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3390759.250000 Penalty: 1001.967285
	Iteration 32Q: 3 clusters Score -3390759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3390801.750000 Penalty: 1001.967285
	Iteration 33Q: 3 clusters Score -3390802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3390833.750000 Penalty: 1001.967285
	Iteration 34Q: 3 clusters Score -3390834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3390857.750000 Penalty: 1001.967285
	Iteration 35Q: 3 clusters Score -3390858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3390873.750000 Penalty: 1001.967285
	Iteration 36Q: 3 clusters Score -3390874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3390885.000000 Penalty: 1001.967285
	Iteration 37Q: 3 clusters Score -3390885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3390898.250000 Penalty: 1001.967285
	Iteration 38Q: 3 clusters Score -3390898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3390900.750000 Penalty: 1001.967285
	Iteration 39Q: 3 clusters Score -3390901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3390902.250000 Penalty: 1001.967285
	Iteration 40F: 3 clusters Score -3390902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3390903.000000 Penalty: 1001.967285
	Iteration 41Q: 3 clusters Score -3390903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60290 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3390911.500000 Penalty: 1001.967285
	Iteration 42Q: 3 clusters Score -3390912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3390912.500000 Penalty: 1001.967285
	Iteration 43Q: 3 clusters Score -3390912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3390911.500000 Penalty: 1001.967285
	Iteration 44Q: 3 clusters Score -3390912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3390908.750000 Penalty: 1001.967285
	Iteration 45Q: 3 clusters Score -3390909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3390913.000000 Penalty: 1001.967285
	Iteration 46Q: 3 clusters Score -3390913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3390913.000000 Penalty: 1001.967285
	Iteration 47Q: 3 clusters Score -3390913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3390916.250000 Penalty: 1001.967285
	Iteration 48Q: 3 clusters Score -3390916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3390923.750000 Penalty: 1001.967285
	Iteration 49Q: 3 clusters Score -3390924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60310 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3390924.000000 Penalty: 1001.967285
	Iteration 50Q: 3 clusters Score -3390924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3390924.500000 Penalty: 1001.967285
	Iteration 51Q: 3 clusters Score -3390924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3390926.500000 Penalty: 1001.967285
	Iteration 52Q: 3 clusters Score -3390926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3390924.750000 Penalty: 1001.967285
	Iteration 53Q: 3 clusters Score -3390925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3390923.750000 Penalty: 1001.967285
	Iteration 54Q: 3 clusters Score -3390924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3390926.500000 Penalty: 1001.967285
	Iteration 55Q: 3 clusters Score -3390926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3390928.250000 Penalty: 1001.967285
	Iteration 56Q: 3 clusters Score -3390928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3390931.500000 Penalty: 1001.967285
	Iteration 57Q: 3 clusters Score -3390932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3390928.250000 Penalty: 1001.967285
	Iteration 58Q: 3 clusters Score -3390928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3390931.000000 Penalty: 1001.967285
	Iteration 59Q: 3 clusters Score -3390931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3390932.750000 Penalty: 1001.967285
	Iteration 60F: 3 clusters Score -3390933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3390932.500000 Penalty: 1001.967285
	Iteration 61Q: 3 clusters Score -3390932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3390932.500000 Penalty: 1001.967285
	Iteration 62F: 3 clusters Score -3390932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -82278.812500 Penalty: 336.084412
	Iteration 0F: 2 clusters Score -82278.81 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 812 members 
Entering Unmasked Estep 
Score: -81092.851562 Penalty: 672.168823
	Iteration 0F: 3 clusters Score -81092.85 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -81469.320312 Penalty: 672.168823
	Iteration 1F: 3 clusters Score -81469.32 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -81558.929688 Penalty: 672.168823
	Iteration 2F: 3 clusters Score -81558.93 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -81628.453125 Penalty: 672.168823
	Iteration 3F: 3 clusters Score -81628.45 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -81678.992188 Penalty: 672.168823
	Iteration 4F: 3 clusters Score -81678.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -81733.921875 Penalty: 672.168823
	Iteration 5Q: 3 clusters Score -81733.92 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -81834.828125 Penalty: 672.168823
	Iteration 6F: 3 clusters Score -81834.83 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -81938.539062 Penalty: 672.168823
	Iteration 7F: 3 clusters Score -81938.54 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -82021.507812 Penalty: 672.168823
	Iteration 8F: 3 clusters Score -82021.51 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -82058.578125 Penalty: 672.168823
	Iteration 9Q: 3 clusters Score -82058.58 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -82081.359375 Penalty: 672.168823
	Iteration 10Q: 3 clusters Score -82081.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -82094.609375 Penalty: 672.168823
	Iteration 11Q: 3 clusters Score -82094.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -82105.859375 Penalty: 672.168823
	Iteration 12Q: 3 clusters Score -82105.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -82114.648438 Penalty: 672.168823
	Iteration 13Q: 3 clusters Score -82114.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -82121.507812 Penalty: 672.168823
	Iteration 14Q: 3 clusters Score -82121.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -82123.398438 Penalty: 672.168823
	Iteration 15Q: 3 clusters Score -82123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -82124.195312 Penalty: 672.168823
	Iteration 16Q: 3 clusters Score -82124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -82125.007812 Penalty: 672.168823
	Iteration 17Q: 3 clusters Score -82125.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -82125.648438 Penalty: 672.168823
	Iteration 18Q: 3 clusters Score -82125.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -82126.515625 Penalty: 672.168823
	Iteration 19Q: 3 clusters Score -82126.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -82129.648438 Penalty: 672.168823
	Iteration 20F: 3 clusters Score -82129.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -82132.304688 Penalty: 672.168823
	Iteration 21Q: 3 clusters Score -82132.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -82134.257812 Penalty: 672.168823
	Iteration 22Q: 3 clusters Score -82134.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -82136.296875 Penalty: 672.168823
	Iteration 23Q: 3 clusters Score -82136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -82137.351562 Penalty: 672.168823
	Iteration 24Q: 3 clusters Score -82137.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -82138.718750 Penalty: 672.168823
	Iteration 25Q: 3 clusters Score -82138.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -82143.375000 Penalty: 672.168823
	Iteration 26Q: 3 clusters Score -82143.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -82147.531250 Penalty: 672.168823
	Iteration 27Q: 3 clusters Score -82147.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -82150.656250 Penalty: 672.168823
	Iteration 28Q: 3 clusters Score -82150.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -82153.812500 Penalty: 672.168823
	Iteration 29Q: 3 clusters Score -82153.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -82156.617188 Penalty: 672.168823
	Iteration 30Q: 3 clusters Score -82156.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -82156.976562 Penalty: 672.168823
	Iteration 31Q: 3 clusters Score -82156.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -82157.210938 Penalty: 672.168823
	Iteration 32Q: 3 clusters Score -82157.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -82157.796875 Penalty: 672.168823
	Iteration 33Q: 3 clusters Score -82157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -82157.960938 Penalty: 672.168823
	Iteration 34Q: 3 clusters Score -82157.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -82158.132812 Penalty: 672.168823
	Iteration 35Q: 3 clusters Score -82158.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -82158.820312 Penalty: 672.168823
	Iteration 36Q: 3 clusters Score -82158.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -82160.218750 Penalty: 672.168823
	Iteration 37Q: 3 clusters Score -82160.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -82161.765625 Penalty: 672.168823
	Iteration 38Q: 3 clusters Score -82161.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -82164.859375 Penalty: 672.168823
	Iteration 39Q: 3 clusters Score -82164.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -82166.484375 Penalty: 672.168823
	Iteration 40F: 3 clusters Score -82166.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -82168.156250 Penalty: 672.168823
	Iteration 41Q: 3 clusters Score -82168.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -82168.734375 Penalty: 672.168823
	Iteration 42Q: 3 clusters Score -82168.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -82169.656250 Penalty: 672.168823
	Iteration 43Q: 3 clusters Score -82169.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -82169.960938 Penalty: 672.168823
	Iteration 44Q: 3 clusters Score -82169.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -82169.960938 Penalty: 672.168823
	Iteration 45F: 3 clusters Score -82169.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -61018.386719 Penalty: 320.304565
	Iteration 0F: 2 clusters Score -61018.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -60135.949219 Penalty: 640.609131
	Iteration 0F: 3 clusters Score -60135.95 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -60462.050781 Penalty: 640.609131
	Iteration 1F: 3 clusters Score -60462.05 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60560.167969 Penalty: 640.609131
	Iteration 2F: 3 clusters Score -60560.17 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -60627.316406 Penalty: 640.609131
	Iteration 3F: 3 clusters Score -60627.32 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60663.976562 Penalty: 640.609131
	Iteration 4Q: 3 clusters Score -60663.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60702.105469 Penalty: 640.609131
	Iteration 5Q: 3 clusters Score -60702.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60735.246094 Penalty: 640.609131
	Iteration 6Q: 3 clusters Score -60735.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60773.171875 Penalty: 640.609131
	Iteration 7Q: 3 clusters Score -60773.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60797.914062 Penalty: 640.609131
	Iteration 8Q: 3 clusters Score -60797.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60812.250000 Penalty: 640.609131
	Iteration 9Q: 3 clusters Score -60812.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60817.656250 Penalty: 640.609131
	Iteration 10Q: 3 clusters Score -60817.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60822.105469 Penalty: 640.609131
	Iteration 11Q: 3 clusters Score -60822.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60823.429688 Penalty: 640.609131
	Iteration 12Q: 3 clusters Score -60823.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60825.671875 Penalty: 640.609131
	Iteration 13Q: 3 clusters Score -60825.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60828.402344 Penalty: 640.609131
	Iteration 14Q: 3 clusters Score -60828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60829.527344 Penalty: 640.609131
	Iteration 15Q: 3 clusters Score -60829.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60830.425781 Penalty: 640.609131
	Iteration 16Q: 3 clusters Score -60830.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60830.851562 Penalty: 640.609131
	Iteration 17Q: 3 clusters Score -60830.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60832.835938 Penalty: 640.609131
	Iteration 18Q: 3 clusters Score -60832.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60832.835938 Penalty: 640.609131
	Iteration 19F: 3 clusters Score -60832.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -131825.078125 Penalty: 353.965759
	Iteration 0F: 2 clusters Score -131825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -130167.929688 Penalty: 707.931519
	Iteration 0F: 3 clusters Score -130167.9 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -130816.757812 Penalty: 707.931519
	Iteration 1F: 3 clusters Score -130816.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -130956.773438 Penalty: 707.931519
	Iteration 2F: 3 clusters Score -130956.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -131066.007812 Penalty: 707.931519
	Iteration 3F: 3 clusters Score -131066 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -131159.765625 Penalty: 707.931519
	Iteration 4F: 3 clusters Score -131159.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -131249.093750 Penalty: 707.931519
	Iteration 5Q: 3 clusters Score -131249.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -131309.000000 Penalty: 707.931519
	Iteration 6Q: 3 clusters Score -131309 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -131333.187500 Penalty: 707.931519
	Iteration 7Q: 3 clusters Score -131333.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -131352.921875 Penalty: 707.931519
	Iteration 8Q: 3 clusters Score -131352.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -131368.046875 Penalty: 707.931519
	Iteration 9Q: 3 clusters Score -131368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -131381.234375 Penalty: 707.931519
	Iteration 10Q: 3 clusters Score -131381.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -131393.031250 Penalty: 707.931519
	Iteration 11Q: 3 clusters Score -131393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -131408.203125 Penalty: 707.931519
	Iteration 12Q: 3 clusters Score -131408.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -131430.078125 Penalty: 707.931519
	Iteration 13Q: 3 clusters Score -131430.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -131448.031250 Penalty: 707.931519
	Iteration 14Q: 3 clusters Score -131448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -131463.812500 Penalty: 707.931519
	Iteration 15Q: 3 clusters Score -131463.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -131473.203125 Penalty: 707.931519
	Iteration 16Q: 3 clusters Score -131473.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -131481.734375 Penalty: 707.931519
	Iteration 17Q: 3 clusters Score -131481.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -131489.000000 Penalty: 707.931519
	Iteration 18Q: 3 clusters Score -131489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -131492.953125 Penalty: 707.931519
	Iteration 19Q: 3 clusters Score -131493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -131497.328125 Penalty: 707.931519
	Iteration 20F: 3 clusters Score -131497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -131498.921875 Penalty: 707.931519
	Iteration 21Q: 3 clusters Score -131498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -131501.484375 Penalty: 707.931519
	Iteration 22Q: 3 clusters Score -131501.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -131505.859375 Penalty: 707.931519
	Iteration 23Q: 3 clusters Score -131505.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -131509.437500 Penalty: 707.931519
	Iteration 24Q: 3 clusters Score -131509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -131511.671875 Penalty: 707.931519
	Iteration 25Q: 3 clusters Score -131511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -131513.406250 Penalty: 707.931519
	Iteration 26Q: 3 clusters Score -131513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -131515.125000 Penalty: 707.931519
	Iteration 27Q: 3 clusters Score -131515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -131515.437500 Penalty: 707.931519
	Iteration 28Q: 3 clusters Score -131515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -131516.171875 Penalty: 707.931519
	Iteration 29Q: 3 clusters Score -131516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -131517.828125 Penalty: 707.931519
	Iteration 30Q: 3 clusters Score -131517.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -131518.531250 Penalty: 707.931519
	Iteration 31Q: 3 clusters Score -131518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -131519.078125 Penalty: 707.931519
	Iteration 32Q: 3 clusters Score -131519.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -131523.312500 Penalty: 707.931519
	Iteration 33Q: 3 clusters Score -131523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -131526.921875 Penalty: 707.931519
	Iteration 34Q: 3 clusters Score -131526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -131527.609375 Penalty: 707.931519
	Iteration 35Q: 3 clusters Score -131527.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -131527.609375 Penalty: 707.931519
	Iteration 36F: 3 clusters Score -131527.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -141114.453125 Penalty: 357.321350
	Iteration 0F: 2 clusters Score -141114.5 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 1281 members 
Entering Unmasked Estep 
Score: -139312.171875 Penalty: 714.642700
	Iteration 0F: 3 clusters Score -139312.2 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -139876.515625 Penalty: 714.642700
	Iteration 1F: 3 clusters Score -139876.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -139946.437500 Penalty: 714.642700
	Iteration 2F: 3 clusters Score -139946.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -139995.234375 Penalty: 714.642700
	Iteration 3F: 3 clusters Score -139995.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -140038.031250 Penalty: 714.642700
	Iteration 4Q: 3 clusters Score -140038 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -140068.250000 Penalty: 714.642700
	Iteration 5Q: 3 clusters Score -140068.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -140096.734375 Penalty: 714.642700
	Iteration 6Q: 3 clusters Score -140096.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -140122.093750 Penalty: 714.642700
	Iteration 7Q: 3 clusters Score -140122.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -140149.953125 Penalty: 714.642700
	Iteration 8Q: 3 clusters Score -140150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -140183.234375 Penalty: 714.642700
	Iteration 9Q: 3 clusters Score -140183.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -140237.593750 Penalty: 714.642700
	Iteration 10Q: 3 clusters Score -140237.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -140290.734375 Penalty: 714.642700
	Iteration 11Q: 3 clusters Score -140290.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -140358.906250 Penalty: 714.642700
	Iteration 12Q: 3 clusters Score -140358.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -140439.218750 Penalty: 714.642700
	Iteration 13Q: 3 clusters Score -140439.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -140498.140625 Penalty: 714.642700
	Iteration 14Q: 3 clusters Score -140498.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -140532.140625 Penalty: 714.642700
	Iteration 15Q: 3 clusters Score -140532.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -140551.750000 Penalty: 714.642700
	Iteration 16Q: 3 clusters Score -140551.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -140568.156250 Penalty: 714.642700
	Iteration 17Q: 3 clusters Score -140568.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -140582.937500 Penalty: 714.642700
	Iteration 18Q: 3 clusters Score -140582.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -140591.828125 Penalty: 714.642700
	Iteration 19Q: 3 clusters Score -140591.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -140602.578125 Penalty: 714.642700
	Iteration 20F: 3 clusters Score -140602.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -140610.328125 Penalty: 714.642700
	Iteration 21Q: 3 clusters Score -140610.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -140615.406250 Penalty: 714.642700
	Iteration 22Q: 3 clusters Score -140615.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -140619.421875 Penalty: 714.642700
	Iteration 23Q: 3 clusters Score -140619.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -140625.281250 Penalty: 714.642700
	Iteration 24Q: 3 clusters Score -140625.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -140632.328125 Penalty: 714.642700
	Iteration 25Q: 3 clusters Score -140632.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140640.281250 Penalty: 714.642700
	Iteration 26Q: 3 clusters Score -140640.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -140652.281250 Penalty: 714.642700
	Iteration 27Q: 3 clusters Score -140652.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -140667.609375 Penalty: 714.642700
	Iteration 28Q: 3 clusters Score -140667.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -140680.015625 Penalty: 714.642700
	Iteration 29Q: 3 clusters Score -140680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140690.984375 Penalty: 714.642700
	Iteration 30Q: 3 clusters Score -140691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -140699.078125 Penalty: 714.642700
	Iteration 31Q: 3 clusters Score -140699.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -140704.765625 Penalty: 714.642700
	Iteration 32Q: 3 clusters Score -140704.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -140709.296875 Penalty: 714.642700
	Iteration 33Q: 3 clusters Score -140709.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -140713.703125 Penalty: 714.642700
	Iteration 34Q: 3 clusters Score -140713.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -140717.984375 Penalty: 714.642700
	Iteration 35Q: 3 clusters Score -140718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -140723.031250 Penalty: 714.642700
	Iteration 36Q: 3 clusters Score -140723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -140724.859375 Penalty: 714.642700
	Iteration 37Q: 3 clusters Score -140724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -140726.281250 Penalty: 714.642700
	Iteration 38Q: 3 clusters Score -140726.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -140727.656250 Penalty: 714.642700
	Iteration 39Q: 3 clusters Score -140727.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -140728.968750 Penalty: 714.642700
	Iteration 40F: 3 clusters Score -140729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -140729.093750 Penalty: 714.642700
	Iteration 41Q: 3 clusters Score -140729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -140729.531250 Penalty: 714.642700
	Iteration 42Q: 3 clusters Score -140729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -140730.953125 Penalty: 714.642700
	Iteration 43Q: 3 clusters Score -140731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -140732.796875 Penalty: 714.642700
	Iteration 44Q: 3 clusters Score -140732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -140734.531250 Penalty: 714.642700
	Iteration 45Q: 3 clusters Score -140734.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -140735.468750 Penalty: 714.642700
	Iteration 46Q: 3 clusters Score -140735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -140737.890625 Penalty: 714.642700
	Iteration 47Q: 3 clusters Score -140737.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -140740.296875 Penalty: 714.642700
	Iteration 48Q: 3 clusters Score -140740.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -140741.906250 Penalty: 714.642700
	Iteration 49Q: 3 clusters Score -140741.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -140744.328125 Penalty: 714.642700
	Iteration 50Q: 3 clusters Score -140744.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -140747.734375 Penalty: 714.642700
	Iteration 51Q: 3 clusters Score -140747.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -140756.734375 Penalty: 714.642700
	Iteration 52Q: 3 clusters Score -140756.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -140770.125000 Penalty: 714.642700
	Iteration 53Q: 3 clusters Score -140770.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -140775.484375 Penalty: 714.642700
	Iteration 54Q: 3 clusters Score -140775.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -140779.234375 Penalty: 714.642700
	Iteration 55Q: 3 clusters Score -140779.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -140784.203125 Penalty: 714.642700
	Iteration 56Q: 3 clusters Score -140784.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -140788.750000 Penalty: 714.642700
	Iteration 57Q: 3 clusters Score -140788.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -140791.093750 Penalty: 714.642700
	Iteration 58Q: 3 clusters Score -140791.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -140794.875000 Penalty: 714.642700
	Iteration 59Q: 3 clusters Score -140794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -140797.250000 Penalty: 714.642700
	Iteration 60F: 3 clusters Score -140797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -140800.718750 Penalty: 714.642700
	Iteration 61Q: 3 clusters Score -140800.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -140804.531250 Penalty: 714.642700
	Iteration 62Q: 3 clusters Score -140804.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -140809.328125 Penalty: 714.642700
	Iteration 63Q: 3 clusters Score -140809.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -140813.765625 Penalty: 714.642700
	Iteration 64Q: 3 clusters Score -140813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -140816.187500 Penalty: 714.642700
	Iteration 65Q: 3 clusters Score -140816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -140816.468750 Penalty: 714.642700
	Iteration 66Q: 3 clusters Score -140816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -140816.328125 Penalty: 714.642700
	Iteration 67Q: 3 clusters Score -140816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -140816.812500 Penalty: 714.642700
	Iteration 68Q: 3 clusters Score -140816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -140817.125000 Penalty: 714.642700
	Iteration 69Q: 3 clusters Score -140817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -140817.640625 Penalty: 714.642700
	Iteration 70Q: 3 clusters Score -140817.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -140817.640625 Penalty: 714.642700
	Iteration 71F: 3 clusters Score -140817.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Entering Unmasked Estep 
Score: -1558319.000000 Penalty: 466.949646
	Iteration 0F: 2 clusters Score -1558319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1539234.250000 Penalty: 933.899292
	Iteration 0F: 3 clusters Score -1539234 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1547439.625000 Penalty: 933.899292
	Iteration 1F: 3 clusters Score -1547440 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1547900.250000 Penalty: 933.899292
	Iteration 2Q: 3 clusters Score -1547900 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1548496.750000 Penalty: 933.899292
	Iteration 3Q: 3 clusters Score -1548497 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1549277.125000 Penalty: 933.899292
	Iteration 4Q: 3 clusters Score -1549277 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1550348.625000 Penalty: 933.899292
	Iteration 5F: 3 clusters Score -1550349 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1551610.250000 Penalty: 933.899292
	Iteration 6F: 3 clusters Score -1551610 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1552665.875000 Penalty: 933.899292
	Iteration 7F: 3 clusters Score -1552666 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1553307.625000 Penalty: 933.899292
	Iteration 8Q: 3 clusters Score -1553308 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1553655.750000 Penalty: 933.899292
	Iteration 9Q: 3 clusters Score -1553656 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1553859.375000 Penalty: 933.899292
	Iteration 10Q: 3 clusters Score -1553859 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1554017.250000 Penalty: 933.899292
	Iteration 11Q: 3 clusters Score -1554017 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1554157.250000 Penalty: 933.899292
	Iteration 12Q: 3 clusters Score -1554157 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1554295.625000 Penalty: 933.899292
	Iteration 13Q: 3 clusters Score -1554296 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1554427.750000 Penalty: 933.899292
	Iteration 14Q: 3 clusters Score -1554428 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1554612.875000 Penalty: 933.899292
	Iteration 15Q: 3 clusters Score -1554613 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1554831.250000 Penalty: 933.899292
	Iteration 16Q: 3 clusters Score -1554831 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1555076.250000 Penalty: 933.899292
	Iteration 17Q: 3 clusters Score -1555076 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1555351.500000 Penalty: 933.899292
	Iteration 18Q: 3 clusters Score -1555352 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1555648.375000 Penalty: 933.899292
	Iteration 19Q: 3 clusters Score -1555648 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1556037.000000 Penalty: 933.899292
	Iteration 20F: 3 clusters Score -1556037 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1556432.500000 Penalty: 933.899292
	Iteration 21Q: 3 clusters Score -1556432 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1556821.250000 Penalty: 933.899292
	Iteration 22Q: 3 clusters Score -1556821 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1557154.000000 Penalty: 933.899292
	Iteration 23Q: 3 clusters Score -1557154 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1557400.875000 Penalty: 933.899292
	Iteration 24Q: 3 clusters Score -1557401 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1557587.375000 Penalty: 933.899292
	Iteration 25Q: 3 clusters Score -1557587 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1557733.750000 Penalty: 933.899292
	Iteration 26Q: 3 clusters Score -1557734 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1557827.875000 Penalty: 933.899292
	Iteration 27Q: 3 clusters Score -1557828 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1557884.250000 Penalty: 933.899292
	Iteration 28Q: 3 clusters Score -1557884 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1557924.500000 Penalty: 933.899292
	Iteration 29Q: 3 clusters Score -1557924 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1557938.875000 Penalty: 933.899292
	Iteration 30Q: 3 clusters Score -1557939 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1557942.625000 Penalty: 933.899292
	Iteration 31Q: 3 clusters Score -1557943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1557946.250000 Penalty: 933.899292
	Iteration 32Q: 3 clusters Score -1557946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1557948.125000 Penalty: 933.899292
	Iteration 33Q: 3 clusters Score -1557948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1557951.375000 Penalty: 933.899292
	Iteration 34Q: 3 clusters Score -1557951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1557952.500000 Penalty: 933.899292
	Iteration 35Q: 3 clusters Score -1557952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1557954.500000 Penalty: 933.899292
	Iteration 36Q: 3 clusters Score -1557954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1557954.875000 Penalty: 933.899292
	Iteration 37Q: 3 clusters Score -1557955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1557954.375000 Penalty: 933.899292
	Iteration 38Q: 3 clusters Score -1557954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1557954.375000 Penalty: 933.899292
	Iteration 39Q: 3 clusters Score -1557954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1557977.000000 Penalty: 933.899292
	Iteration 40F: 3 clusters Score -1557977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1557985.875000 Penalty: 933.899292
	Iteration 41Q: 3 clusters Score -1557986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1557984.500000 Penalty: 933.899292
	Iteration 42Q: 3 clusters Score -1557984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1557983.750000 Penalty: 933.899292
	Iteration 43Q: 3 clusters Score -1557984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1557981.625000 Penalty: 933.899292
	Iteration 44Q: 3 clusters Score -1557982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1557983.500000 Penalty: 933.899292
	Iteration 45Q: 3 clusters Score -1557984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1557985.375000 Penalty: 933.899292
	Iteration 46Q: 3 clusters Score -1557985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1557985.875000 Penalty: 933.899292
	Iteration 47Q: 3 clusters Score -1557986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1557984.500000 Penalty: 933.899292
	Iteration 48Q: 3 clusters Score -1557984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1557982.750000 Penalty: 933.899292
	Iteration 49Q: 3 clusters Score -1557983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1557982.375000 Penalty: 933.899292
	Iteration 50Q: 3 clusters Score -1557982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1557980.875000 Penalty: 933.899292
	Iteration 51Q: 3 clusters Score -1557981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1557983.125000 Penalty: 933.899292
	Iteration 52Q: 3 clusters Score -1557983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1557985.375000 Penalty: 933.899292
	Iteration 53Q: 3 clusters Score -1557985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1557986.125000 Penalty: 933.899292
	Iteration 54Q: 3 clusters Score -1557986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1557986.125000 Penalty: 933.899292
	Iteration 55F: 3 clusters Score -1557986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Entering Unmasked Estep 
Score: -196879.625000 Penalty: 375.057373
	Iteration 0F: 2 clusters Score -196879.6 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 1922 members 
Entering Unmasked Estep 
Score: -194286.656250 Penalty: 750.114746
	Iteration 0F: 3 clusters Score -194286.7 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -195235.765625 Penalty: 750.114746
	Iteration 1F: 3 clusters Score -195235.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -195393.734375 Penalty: 750.114746
	Iteration 2F: 3 clusters Score -195393.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -195529.359375 Penalty: 750.114746
	Iteration 3F: 3 clusters Score -195529.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -195654.984375 Penalty: 750.114746
	Iteration 4F: 3 clusters Score -195655 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -195754.703125 Penalty: 750.114746
	Iteration 5F: 3 clusters Score -195754.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -195844.062500 Penalty: 750.114746
	Iteration 6Q: 3 clusters Score -195844.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -195938.484375 Penalty: 750.114746
	Iteration 7Q: 3 clusters Score -195938.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -196019.859375 Penalty: 750.114746
	Iteration 8Q: 3 clusters Score -196019.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -196095.890625 Penalty: 750.114746
	Iteration 9Q: 3 clusters Score -196095.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -196160.750000 Penalty: 750.114746
	Iteration 10Q: 3 clusters Score -196160.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -196204.828125 Penalty: 750.114746
	Iteration 11Q: 3 clusters Score -196204.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -196223.437500 Penalty: 750.114746
	Iteration 12Q: 3 clusters Score -196223.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -196235.937500 Penalty: 750.114746
	Iteration 13Q: 3 clusters Score -196235.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -196241.609375 Penalty: 750.114746
	Iteration 14Q: 3 clusters Score -196241.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -196247.218750 Penalty: 750.114746
	Iteration 15Q: 3 clusters Score -196247.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -196251.718750 Penalty: 750.114746
	Iteration 16Q: 3 clusters Score -196251.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -196255.328125 Penalty: 750.114746
	Iteration 17Q: 3 clusters Score -196255.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -196258.968750 Penalty: 750.114746
	Iteration 18Q: 3 clusters Score -196259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -196261.968750 Penalty: 750.114746
	Iteration 19Q: 3 clusters Score -196262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -196263.656250 Penalty: 750.114746
	Iteration 20F: 3 clusters Score -196263.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -196264.984375 Penalty: 750.114746
	Iteration 21Q: 3 clusters Score -196265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -196267.531250 Penalty: 750.114746
	Iteration 22Q: 3 clusters Score -196267.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -196268.609375 Penalty: 750.114746
	Iteration 23Q: 3 clusters Score -196268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -196269.218750 Penalty: 750.114746
	Iteration 24Q: 3 clusters Score -196269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -196269.406250 Penalty: 750.114746
	Iteration 25Q: 3 clusters Score -196269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -196269.687500 Penalty: 750.114746
	Iteration 26Q: 3 clusters Score -196269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -196270.343750 Penalty: 750.114746
	Iteration 27Q: 3 clusters Score -196270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -196270.890625 Penalty: 750.114746
	Iteration 28Q: 3 clusters Score -196270.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -196271.296875 Penalty: 750.114746
	Iteration 29Q: 3 clusters Score -196271.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -196272.265625 Penalty: 750.114746
	Iteration 30Q: 3 clusters Score -196272.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -196273.171875 Penalty: 750.114746
	Iteration 31Q: 3 clusters Score -196273.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -196274.015625 Penalty: 750.114746
	Iteration 32Q: 3 clusters Score -196274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -196276.359375 Penalty: 750.114746
	Iteration 33Q: 3 clusters Score -196276.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -196278.218750 Penalty: 750.114746
	Iteration 34Q: 3 clusters Score -196278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -196279.593750 Penalty: 750.114746
	Iteration 35Q: 3 clusters Score -196279.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -196283.265625 Penalty: 750.114746
	Iteration 36Q: 3 clusters Score -196283.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -196286.296875 Penalty: 750.114746
	Iteration 37Q: 3 clusters Score -196286.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -196288.031250 Penalty: 750.114746
	Iteration 38Q: 3 clusters Score -196288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -196292.046875 Penalty: 750.114746
	Iteration 39Q: 3 clusters Score -196292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -196296.156250 Penalty: 750.114746
	Iteration 40F: 3 clusters Score -196296.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -196300.781250 Penalty: 750.114746
	Iteration 41Q: 3 clusters Score -196300.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -196304.812500 Penalty: 750.114746
	Iteration 42Q: 3 clusters Score -196304.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -196308.734375 Penalty: 750.114746
	Iteration 43Q: 3 clusters Score -196308.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -196318.265625 Penalty: 750.114746
	Iteration 44Q: 3 clusters Score -196318.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -196334.468750 Penalty: 750.114746
	Iteration 45Q: 3 clusters Score -196334.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -196350.453125 Penalty: 750.114746
	Iteration 46Q: 3 clusters Score -196350.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -196367.515625 Penalty: 750.114746
	Iteration 47Q: 3 clusters Score -196367.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -196380.406250 Penalty: 750.114746
	Iteration 48Q: 3 clusters Score -196380.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -196392.468750 Penalty: 750.114746
	Iteration 49Q: 3 clusters Score -196392.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -196403.875000 Penalty: 750.114746
	Iteration 50Q: 3 clusters Score -196403.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -196415.390625 Penalty: 750.114746
	Iteration 51Q: 3 clusters Score -196415.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -196429.593750 Penalty: 750.114746
	Iteration 52Q: 3 clusters Score -196429.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -196444.750000 Penalty: 750.114746
	Iteration 53Q: 3 clusters Score -196444.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -196455.468750 Penalty: 750.114746
	Iteration 54Q: 3 clusters Score -196455.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -196466.078125 Penalty: 750.114746
	Iteration 55Q: 3 clusters Score -196466.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -196477.671875 Penalty: 750.114746
	Iteration 56Q: 3 clusters Score -196477.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -196489.265625 Penalty: 750.114746
	Iteration 57Q: 3 clusters Score -196489.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -196500.875000 Penalty: 750.114746
	Iteration 58Q: 3 clusters Score -196500.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -196509.265625 Penalty: 750.114746
	Iteration 59Q: 3 clusters Score -196509.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -196517.921875 Penalty: 750.114746
	Iteration 60F: 3 clusters Score -196517.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -196532.984375 Penalty: 750.114746
	Iteration 61Q: 3 clusters Score -196533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -196551.390625 Penalty: 750.114746
	Iteration 62Q: 3 clusters Score -196551.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -196565.234375 Penalty: 750.114746
	Iteration 63Q: 3 clusters Score -196565.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -196580.125000 Penalty: 750.114746
	Iteration 64Q: 3 clusters Score -196580.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -196597.796875 Penalty: 750.114746
	Iteration 65Q: 3 clusters Score -196597.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -196613.203125 Penalty: 750.114746
	Iteration 66Q: 3 clusters Score -196613.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -196634.296875 Penalty: 750.114746
	Iteration 67Q: 3 clusters Score -196634.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -196664.484375 Penalty: 750.114746
	Iteration 68Q: 3 clusters Score -196664.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -196679.750000 Penalty: 750.114746
	Iteration 69Q: 3 clusters Score -196679.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -196687.062500 Penalty: 750.114746
	Iteration 70Q: 3 clusters Score -196687.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -196692.265625 Penalty: 750.114746
	Iteration 71Q: 3 clusters Score -196692.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -196695.640625 Penalty: 750.114746
	Iteration 72Q: 3 clusters Score -196695.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -196698.359375 Penalty: 750.114746
	Iteration 73Q: 3 clusters Score -196698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -196701.312500 Penalty: 750.114746
	Iteration 74Q: 3 clusters Score -196701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -196703.968750 Penalty: 750.114746
	Iteration 75Q: 3 clusters Score -196704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -196704.828125 Penalty: 750.114746
	Iteration 76Q: 3 clusters Score -196704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -196705.468750 Penalty: 750.114746
	Iteration 77Q: 3 clusters Score -196705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -196705.437500 Penalty: 750.114746
	Iteration 78Q: 3 clusters Score -196705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -196705.671875 Penalty: 750.114746
	Iteration 79Q: 3 clusters Score -196705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -196706.437500 Penalty: 750.114746
	Iteration 80F: 3 clusters Score -196706.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -196707.796875 Penalty: 750.114746
	Iteration 81Q: 3 clusters Score -196707.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -196710.078125 Penalty: 750.114746
	Iteration 82Q: 3 clusters Score -196710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -196710.828125 Penalty: 750.114746
	Iteration 83Q: 3 clusters Score -196710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -196711.281250 Penalty: 750.114746
	Iteration 84Q: 3 clusters Score -196711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -196711.343750 Penalty: 750.114746
	Iteration 85Q: 3 clusters Score -196711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -196711.343750 Penalty: 750.114746
	Iteration 86F: 3 clusters Score -196711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (85457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85457 members 
Entering Unmasked Estep 
Score: -4553656.500000 Penalty: 516.687439
	Iteration 0F: 2 clusters Score -4553656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -4497841.500000 Penalty: 1033.374878
	Iteration 0F: 3 clusters Score -4497842 nChanged 41885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -4523835.000000 Penalty: 1033.374878
	Iteration 1F: 3 clusters Score -4523835 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -4525196.500000 Penalty: 1033.374878
	Iteration 2Q: 3 clusters Score -4525196 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -4527377.500000 Penalty: 1033.374878
	Iteration 3F: 3 clusters Score -4527378 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -4530654.000000 Penalty: 1033.374878
	Iteration 4F: 3 clusters Score -4530654 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -4535351.000000 Penalty: 1033.374878
	Iteration 5F: 3 clusters Score -4535351 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4539910.500000 Penalty: 1033.374878
	Iteration 6F: 3 clusters Score -4539910 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -4542341.000000 Penalty: 1033.374878
	Iteration 7F: 3 clusters Score -4542341 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4543174.000000 Penalty: 1033.374878
	Iteration 8Q: 3 clusters Score -4543174 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4543531.000000 Penalty: 1033.374878
	Iteration 9Q: 3 clusters Score -4543531 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4543825.000000 Penalty: 1033.374878
	Iteration 10Q: 3 clusters Score -4543825 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -4544092.000000 Penalty: 1033.374878
	Iteration 11Q: 3 clusters Score -4544092 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -4544429.000000 Penalty: 1033.374878
	Iteration 12Q: 3 clusters Score -4544429 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -4544739.000000 Penalty: 1033.374878
	Iteration 13Q: 3 clusters Score -4544739 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4545005.000000 Penalty: 1033.374878
	Iteration 14Q: 3 clusters Score -4545005 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4545321.500000 Penalty: 1033.374878
	Iteration 15Q: 3 clusters Score -4545322 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52214 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4545614.500000 Penalty: 1033.374878
	Iteration 16Q: 3 clusters Score -4545614 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4545916.500000 Penalty: 1033.374878
	Iteration 17Q: 3 clusters Score -4545916 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4546236 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4546618 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4546965 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4547358 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4547777.500000 Penalty: 1033.374878
	Iteration 22Q: 3 clusters Score -4547778 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4548243 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4548646 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4549054 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4549434 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4549733 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4550016 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -4550167.000000 Penalty: 1033.374878
	Iteration 29Q: 3 clusters Score -4550167 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4550335.000000 Penalty: 1033.374878
	Iteration 30Q: 3 clusters Score -4550335 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4550398.500000 Penalty: 1033.374878
	Iteration 31Q: 3 clusters Score -4550398 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -4550493.500000 Penalty: 1033.374878
	Iteration 32Q: 3 clusters Score -4550494 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -4550522.000000 Penalty: 1033.374878
	Iteration 33Q: 3 clusters Score -4550522 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -4550591.500000 Penalty: 1033.374878
	Iteration 34Q: 3 clusters Score -4550592 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -4550619.500000 Penalty: 1033.374878
	Iteration 35Q: 3 clusters Score -4550620 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4550650 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4550664 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4550674 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -4550691.500000 Penalty: 1033.374878
	Iteration 39Q: 3 clusters Score -4550692 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -4550703.000000 Penalty: 1033.374878
	Iteration 40F: 3 clusters Score -4550703 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4550692 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4550684 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4550663 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4550658 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -4550625.500000 Penalty: 1033.374878
	Iteration 45Q: 3 clusters Score -4550626 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4550628 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4550627 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -4550615.000000 Penalty: 1033.374878
	Iteration 48Q: 3 clusters Score -4550615 nChanged 175
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Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4550608 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4550610 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4550588 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4550584 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4550578 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -4550567.500000 Penalty: 1033.374878
	Iteration 54Q: 3 clusters Score -4550568 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4550557 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4550546 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -4550523.500000 Penalty: 1033.374878
	Iteration 57Q: 3 clusters Score -4550524 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4550501 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -4550514.000000 Penalty: 1033.374878
	Iteration 59Q: 3 clusters Score -4550514 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -4550516.000000 Penalty: 1033.374878
	Iteration 60F: 3 clusters Score -4550516 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4550498 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4550490 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4550481 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4550458 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4550465 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4550458 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4550453 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4550450 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -4550462.500000 Penalty: 1033.374878
	Iteration 69Q: 3 clusters Score -4550462 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -4550419.000000 Penalty: 1033.374878
	Iteration 70Q: 3 clusters Score -4550419 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -4550407.500000 Penalty: 1033.374878
	Iteration 71Q: 3 clusters Score -4550408 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4550401 nChanged 202
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Mstep: Class 1 contains 40079 members 
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Entering Unmasked Estep 
Score: -4550395.500000 Penalty: 1033.374878
	Iteration 73Q: 3 clusters Score -4550396 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4550378 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4550370 nChanged 236
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Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4550358 nChanged 279
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Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4550328 nChanged 272
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Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -4550310.000000 Penalty: 1033.374878
	Iteration 78Q: 3 clusters Score -4550310 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4550300 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -4550287.500000 Penalty: 1033.374878
	Iteration 80F: 3 clusters Score -4550288 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -4550280.000000 Penalty: 1033.374878
	Iteration 81Q: 3 clusters Score -4550280 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4550266 nChanged 201
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Mstep: Class 1 contains 37606 members 
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Entering Unmasked Estep 
Score: -4550246.500000 Penalty: 1033.374878
	Iteration 83Q: 3 clusters Score -4550246 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37418 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4550248 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4550248 nChanged 173
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Mstep: Class 1 contains 37065 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4550246 nChanged 174
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Mstep: Class 1 contains 36897 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4550248 nChanged 164
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Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -4550227.500000 Penalty: 1033.374878
	Iteration 88Q: 3 clusters Score -4550228 nChanged 149
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Mstep: Class 1 contains 36592 members 
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Entering Unmasked Estep 
Score: -4550213.500000 Penalty: 1033.374878
	Iteration 89Q: 3 clusters Score -4550214 nChanged 138
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Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -4550202.000000 Penalty: 1033.374878
	Iteration 90Q: 3 clusters Score -4550202 nChanged 144
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Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -4550200.000000 Penalty: 1033.374878
	Iteration 91Q: 3 clusters Score -4550200 nChanged 145
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Mstep: Class 1 contains 36167 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4550190 nChanged 145
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Mstep: Class 1 contains 36022 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4550192 nChanged 159
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Mstep: Class 1 contains 35863 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4550166 nChanged 162
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Mstep: Class 1 contains 35703 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4550166 nChanged 165
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4550162 nChanged 174
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Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4550149 nChanged 187
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Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4550144 nChanged 200
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Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4550116 nChanged 204
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Mstep: Class 1 contains 34783 members 
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Entering Unmasked Estep 
Score: -4550112.500000 Penalty: 1033.374878
	Iteration 100F: 3 clusters Score -4550112 nChanged 181
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Mstep: Class 1 contains 34602 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4550092 nChanged 175
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Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4550080 nChanged 172
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Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4550078 nChanged 167
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Mstep: Class 1 contains 34090 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4550044 nChanged 175
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4550048 nChanged 174
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Mstep: Class 1 contains 33741 members 
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Entering Unmasked Estep 
Score: -4550058.500000 Penalty: 1033.374878
	Iteration 106Q: 3 clusters Score -4550058 nChanged 157
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Mstep: Class 1 contains 33584 members 
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Entering Unmasked Estep 
Score: -4550056.500000 Penalty: 1033.374878
	Iteration 107Q: 3 clusters Score -4550056 nChanged 167
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Entering Unmasked Estep 
Score: -4550062.500000 Penalty: 1033.374878
	Iteration 108Q: 3 clusters Score -4550062 nChanged 176
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Mstep: Class 1 contains 33243 members 
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Entering Unmasked Estep 
Score: -4550064.500000 Penalty: 1033.374878
	Iteration 109Q: 3 clusters Score -4550064 nChanged 182
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Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4550022 nChanged 183
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Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4549995 nChanged 196
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Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4549990 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4549968 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4549946 nChanged 179
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Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4549951 nChanged 168
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Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4549949 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4549942 nChanged 155
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Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 54880 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4549860 nChanged 163
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Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4549868 nChanged 158
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Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4549852 nChanged 147
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Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4549852 nChanged 157
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Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4549834 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4549812 nChanged 162
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Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4549781 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4549757 nChanged 170
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Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 57301 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4549746 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4549734 nChanged 162
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Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4549718 nChanged 166
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Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4549706 nChanged 197
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Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4549692 nChanged 192
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Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 58731 members 
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	Iteration 147Q: 3 clusters Score -4549679 nChanged 212
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Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4549674 nChanged 210
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Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4549672 nChanged 186
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Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4549664 nChanged 169
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Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4549665 nChanged 149
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Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4549682 nChanged 149
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Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4549687 nChanged 149
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Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4549680 nChanged 165
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Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4549653 nChanged 153
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Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4549638 nChanged 155
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Mstep: Class 1 contains 25029 members 
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	Iteration 157Q: 3 clusters Score -4549643 nChanged 176
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Mstep: Class 1 contains 24853 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4549636 nChanged 201
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Mstep: Class 1 contains 24652 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4549632 nChanged 227
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Mstep: Class 1 contains 24425 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4549632 nChanged 236
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Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4549625 nChanged 218
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Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4549622 nChanged 234
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Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 61720 members 
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	Iteration 163Q: 3 clusters Score -4549625 nChanged 271
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Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4549604 nChanged 256
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Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 62247 members 
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	Iteration 165Q: 3 clusters Score -4549600 nChanged 268
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Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 62515 members 
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	Iteration 166Q: 3 clusters Score -4549612 nChanged 266
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Mstep: Class 1 contains 22676 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4549616 nChanged 271
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Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4549618 nChanged 259
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Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4549598 nChanged 261
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Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 63572 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4549566 nChanged 281
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Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4549564 nChanged 313
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Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4549567 nChanged 337
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Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4549588 nChanged 354
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Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 64857 members 
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	Iteration 174Q: 3 clusters Score -4549580 nChanged 400
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Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 65257 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4549560 nChanged 416
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Mstep: Class 1 contains 19784 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4549562 nChanged 416
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Mstep: Class 1 contains 19368 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4549544 nChanged 420
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Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 66509 members 
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	Iteration 178Q: 3 clusters Score -4549531 nChanged 512
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Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 67021 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4549554 nChanged 565
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Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 67586 members 
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	Iteration 180F: 3 clusters Score -4549600 nChanged 587
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Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4549642 nChanged 656
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 68829 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4549713 nChanged 719
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Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4549814 nChanged 850
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Mstep: Class 1 contains 15059 members 
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	Iteration 184Q: 3 clusters Score -4549953 nChanged 968
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	Iteration 185Q: 3 clusters Score -4550132 nChanged 1083
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	Iteration 186Q: 3 clusters Score -4550406 nChanged 1196
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	Iteration 187Q: 3 clusters Score -4550732 nChanged 1175
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Mstep: Class 1 contains 10637 members 
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	Iteration 188Q: 3 clusters Score -4551020 nChanged 1142
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	Iteration 189Q: 3 clusters Score -4551294 nChanged 1076
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Mstep: Class 1 contains 8419 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4551564 nChanged 986
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4551823 nChanged 895
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Mstep: Class 1 contains 6538 members 
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	Iteration 192Q: 3 clusters Score -4552034 nChanged 810
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	Iteration 193Q: 3 clusters Score -4552257 nChanged 713
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	Iteration 194Q: 3 clusters Score -4552410 nChanged 596
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	Iteration 195Q: 3 clusters Score -4552592 nChanged 547
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Mstep: Class 1 contains 3886 members 
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	Iteration 196Q: 3 clusters Score -4552724 nChanged 436
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4552830 nChanged 364
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4552978 nChanged 252
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Mstep: Class 1 contains 2557 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4553048 nChanged 239
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Mstep: Class 1 contains 2324 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4553114 nChanged 227
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Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4553171 nChanged 176
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Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 83522 members 
Entering Unmasked Estep 
Score: -4553217.500000 Penalty: 1033.374878
	Iteration 203Q: 3 clusters Score -4553218 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -4553227.000000 Penalty: 1033.374878
	Iteration 204Q: 3 clusters Score -4553227 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -4553257.500000 Penalty: 1033.374878
	Iteration 205Q: 3 clusters Score -4553258 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -4553286.500000 Penalty: 1033.374878
	Iteration 206Q: 3 clusters Score -4553286 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -4553299.500000 Penalty: 1033.374878
	Iteration 207Q: 3 clusters Score -4553300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -4553306.000000 Penalty: 1033.374878
	Iteration 208Q: 3 clusters Score -4553306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -4553315.500000 Penalty: 1033.374878
	Iteration 209Q: 3 clusters Score -4553316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -4553322.500000 Penalty: 1033.374878
	Iteration 210Q: 3 clusters Score -4553322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 84173 members 
Entering Unmasked Estep 
Score: -4553330.500000 Penalty: 1033.374878
	Iteration 211Q: 3 clusters Score -4553330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -4553331.000000 Penalty: 1033.374878
	Iteration 212Q: 3 clusters Score -4553331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -4553346.000000 Penalty: 1033.374878
	Iteration 213Q: 3 clusters Score -4553346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 84245 members 
Entering Unmasked Estep 
Score: -4553345.500000 Penalty: 1033.374878
	Iteration 214Q: 3 clusters Score -4553346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -4553345.500000 Penalty: 1033.374878
	Iteration 215Q: 3 clusters Score -4553346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -4553345.000000 Penalty: 1033.374878
	Iteration 216Q: 3 clusters Score -4553345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -4553348.000000 Penalty: 1033.374878
	Iteration 217Q: 3 clusters Score -4553348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -4553355.000000 Penalty: 1033.374878
	Iteration 218Q: 3 clusters Score -4553355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -4553351.500000 Penalty: 1033.374878
	Iteration 219Q: 3 clusters Score -4553352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -4553352.500000 Penalty: 1033.374878
	Iteration 220F: 3 clusters Score -4553352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 84328 members 
Entering Unmasked Estep 
Score: -4553354.000000 Penalty: 1033.374878
	Iteration 221Q: 3 clusters Score -4553354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -4553356.000000 Penalty: 1033.374878
	Iteration 222Q: 3 clusters Score -4553356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -4553355.500000 Penalty: 1033.374878
	Iteration 223Q: 3 clusters Score -4553356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 84351 members 
Entering Unmasked Estep 
Score: -4553354.500000 Penalty: 1033.374878
	Iteration 224Q: 3 clusters Score -4553354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -4553355.500000 Penalty: 1033.374878
	Iteration 225Q: 3 clusters Score -4553356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -4553353.500000 Penalty: 1033.374878
	Iteration 226Q: 3 clusters Score -4553354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -4553363.500000 Penalty: 1033.374878
	Iteration 227Q: 3 clusters Score -4553364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -4553359.000000 Penalty: 1033.374878
	Iteration 228Q: 3 clusters Score -4553359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -4553360.000000 Penalty: 1033.374878
	Iteration 229Q: 3 clusters Score -4553360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 84389 members 
Entering Unmasked Estep 
Score: -4553362.500000 Penalty: 1033.374878
	Iteration 230Q: 3 clusters Score -4553362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -4553359.000000 Penalty: 1033.374878
	Iteration 231Q: 3 clusters Score -4553359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -4553362.500000 Penalty: 1033.374878
	Iteration 232Q: 3 clusters Score -4553362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -4553357.500000 Penalty: 1033.374878
	Iteration 233Q: 3 clusters Score -4553358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 84420 members 
Entering Unmasked Estep 
Score: -4553365.000000 Penalty: 1033.374878
	Iteration 234Q: 3 clusters Score -4553365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -4553359.500000 Penalty: 1033.374878
	Iteration 235Q: 3 clusters Score -4553360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -4553363.000000 Penalty: 1033.374878
	Iteration 236Q: 3 clusters Score -4553363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -4553364.000000 Penalty: 1033.374878
	Iteration 237Q: 3 clusters Score -4553364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -4553365.000000 Penalty: 1033.374878
	Iteration 238Q: 3 clusters Score -4553365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -4553367.000000 Penalty: 1033.374878
	Iteration 239Q: 3 clusters Score -4553367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 84458 members 
Entering Unmasked Estep 
Score: -4553369.000000 Penalty: 1033.374878
	Iteration 240F: 3 clusters Score -4553369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -4553367.500000 Penalty: 1033.374878
	Iteration 241Q: 3 clusters Score -4553368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -4553367.500000 Penalty: 1033.374878
	Iteration 242Q: 3 clusters Score -4553368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -4553369.000000 Penalty: 1033.374878
	Iteration 243Q: 3 clusters Score -4553369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -4553365.000000 Penalty: 1033.374878
	Iteration 244Q: 3 clusters Score -4553365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -4553366.000000 Penalty: 1033.374878
	Iteration 245Q: 3 clusters Score -4553366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -4553366.000000 Penalty: 1033.374878
	Iteration 246F: 3 clusters Score -4553366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Entering Unmasked Estep 
Score: -574247.937500 Penalty: 421.081970
	Iteration 0F: 2 clusters Score -574247.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -567276.312500 Penalty: 842.163940
	Iteration 0F: 3 clusters Score -567276.3 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -570070.562500 Penalty: 842.163940
	Iteration 1F: 3 clusters Score -570070.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -570289.812500 Penalty: 842.163940
	Iteration 2F: 3 clusters Score -570289.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -570486.375000 Penalty: 842.163940
	Iteration 3Q: 3 clusters Score -570486.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -570669.812500 Penalty: 842.163940
	Iteration 4Q: 3 clusters Score -570669.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -570863.750000 Penalty: 842.163940
	Iteration 5Q: 3 clusters Score -570863.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -571103.937500 Penalty: 842.163940
	Iteration 6Q: 3 clusters Score -571103.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -571458.687500 Penalty: 842.163940
	Iteration 7Q: 3 clusters Score -571458.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -571871.500000 Penalty: 842.163940
	Iteration 8F: 3 clusters Score -571871.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -572264.125000 Penalty: 842.163940
	Iteration 9F: 3 clusters Score -572264.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -572539.312500 Penalty: 842.163940
	Iteration 10Q: 3 clusters Score -572539.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -572704.562500 Penalty: 842.163940
	Iteration 11Q: 3 clusters Score -572704.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -572806.062500 Penalty: 842.163940
	Iteration 12Q: 3 clusters Score -572806.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -572890.375000 Penalty: 842.163940
	Iteration 13Q: 3 clusters Score -572890.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -572960.687500 Penalty: 842.163940
	Iteration 14Q: 3 clusters Score -572960.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -573021.250000 Penalty: 842.163940
	Iteration 15Q: 3 clusters Score -573021.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -573078.750000 Penalty: 842.163940
	Iteration 16Q: 3 clusters Score -573078.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -573129.437500 Penalty: 842.163940
	Iteration 17Q: 3 clusters Score -573129.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -573176.312500 Penalty: 842.163940
	Iteration 18Q: 3 clusters Score -573176.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -573226.062500 Penalty: 842.163940
	Iteration 19Q: 3 clusters Score -573226.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -573279.937500 Penalty: 842.163940
	Iteration 20F: 3 clusters Score -573279.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -573324.500000 Penalty: 842.163940
	Iteration 21Q: 3 clusters Score -573324.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -573363.687500 Penalty: 842.163940
	Iteration 22Q: 3 clusters Score -573363.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -573397.562500 Penalty: 842.163940
	Iteration 23Q: 3 clusters Score -573397.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -573424.937500 Penalty: 842.163940
	Iteration 24Q: 3 clusters Score -573424.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -573450.875000 Penalty: 842.163940
	Iteration 25Q: 3 clusters Score -573450.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -573469.625000 Penalty: 842.163940
	Iteration 26Q: 3 clusters Score -573469.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -573485.125000 Penalty: 842.163940
	Iteration 27Q: 3 clusters Score -573485.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -573503.687500 Penalty: 842.163940
	Iteration 28Q: 3 clusters Score -573503.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -573528.187500 Penalty: 842.163940
	Iteration 29Q: 3 clusters Score -573528.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -573552.187500 Penalty: 842.163940
	Iteration 30Q: 3 clusters Score -573552.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -573576.812500 Penalty: 842.163940
	Iteration 31Q: 3 clusters Score -573576.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -573608.687500 Penalty: 842.163940
	Iteration 32Q: 3 clusters Score -573608.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -573640.125000 Penalty: 842.163940
	Iteration 33Q: 3 clusters Score -573640.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -573664.562500 Penalty: 842.163940
	Iteration 34Q: 3 clusters Score -573664.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -573691.000000 Penalty: 842.163940
	Iteration 35Q: 3 clusters Score -573691 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -573717.250000 Penalty: 842.163940
	Iteration 36Q: 3 clusters Score -573717.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -573739.812500 Penalty: 842.163940
	Iteration 37Q: 3 clusters Score -573739.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -573760.812500 Penalty: 842.163940
	Iteration 38Q: 3 clusters Score -573760.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -573776.250000 Penalty: 842.163940
	Iteration 39Q: 3 clusters Score -573776.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -573792.125000 Penalty: 842.163940
	Iteration 40F: 3 clusters Score -573792.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -573810.312500 Penalty: 842.163940
	Iteration 41Q: 3 clusters Score -573810.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -573822.125000 Penalty: 842.163940
	Iteration 42Q: 3 clusters Score -573822.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -573838.187500 Penalty: 842.163940
	Iteration 43Q: 3 clusters Score -573838.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -573854.750000 Penalty: 842.163940
	Iteration 44Q: 3 clusters Score -573854.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -573865.187500 Penalty: 842.163940
	Iteration 45Q: 3 clusters Score -573865.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -573869.750000 Penalty: 842.163940
	Iteration 46Q: 3 clusters Score -573869.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -573873.250000 Penalty: 842.163940
	Iteration 47Q: 3 clusters Score -573873.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -573879.062500 Penalty: 842.163940
	Iteration 48Q: 3 clusters Score -573879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -573882.312500 Penalty: 842.163940
	Iteration 49Q: 3 clusters Score -573882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -573884.000000 Penalty: 842.163940
	Iteration 50Q: 3 clusters Score -573884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -573884.062500 Penalty: 842.163940
	Iteration 51Q: 3 clusters Score -573884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -573884.937500 Penalty: 842.163940
	Iteration 52Q: 3 clusters Score -573884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -573884.375000 Penalty: 842.163940
	Iteration 53Q: 3 clusters Score -573884.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -573884.375000 Penalty: 842.163940
	Iteration 54F: 3 clusters Score -573884.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (89418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Entering Unmasked Estep 
Score: -4948371.500000 Penalty: 518.749023
	Iteration 0F: 2 clusters Score -4948372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -4889110.000000 Penalty: 1037.498047
	Iteration 0F: 3 clusters Score -4889110 nChanged 43597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -4916574.500000 Penalty: 1037.498047
	Iteration 1F: 3 clusters Score -4916574 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -4918966.500000 Penalty: 1037.498047
	Iteration 2Q: 3 clusters Score -4918966 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4922742.000000 Penalty: 1037.498047
	Iteration 3F: 3 clusters Score -4922742 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4928038.500000 Penalty: 1037.498047
	Iteration 4F: 3 clusters Score -4928038 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -4932405.500000 Penalty: 1037.498047
	Iteration 5F: 3 clusters Score -4932406 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -4934189.000000 Penalty: 1037.498047
	Iteration 6Q: 3 clusters Score -4934189 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -4934788.500000 Penalty: 1037.498047
	Iteration 7Q: 3 clusters Score -4934788 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -4935146.000000 Penalty: 1037.498047
	Iteration 8Q: 3 clusters Score -4935146 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4935474.500000 Penalty: 1037.498047
	Iteration 9Q: 3 clusters Score -4935474 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4935880.000000 Penalty: 1037.498047
	Iteration 10Q: 3 clusters Score -4935880 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4936338.000000 Penalty: 1037.498047
	Iteration 11Q: 3 clusters Score -4936338 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -4936827.500000 Penalty: 1037.498047
	Iteration 12Q: 3 clusters Score -4936828 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -4937444.000000 Penalty: 1037.498047
	Iteration 13Q: 3 clusters Score -4937444 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63805 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -4938007.000000 Penalty: 1037.498047
	Iteration 14Q: 3 clusters Score -4938007 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -4938648.500000 Penalty: 1037.498047
	Iteration 15Q: 3 clusters Score -4938648 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -4939287.000000 Penalty: 1037.498047
	Iteration 16Q: 3 clusters Score -4939287 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67860 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -4939863.000000 Penalty: 1037.498047
	Iteration 17Q: 3 clusters Score -4939863 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4940498.500000 Penalty: 1037.498047
	Iteration 18Q: 3 clusters Score -4940498 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4941049.500000 Penalty: 1037.498047
	Iteration 19Q: 3 clusters Score -4941050 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -4941529.000000 Penalty: 1037.498047
	Iteration 20F: 3 clusters Score -4941529 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -4942003.000000 Penalty: 1037.498047
	Iteration 21Q: 3 clusters Score -4942003 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -4942458.000000 Penalty: 1037.498047
	Iteration 22Q: 3 clusters Score -4942458 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -4942861.500000 Penalty: 1037.498047
	Iteration 23Q: 3 clusters Score -4942862 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -4943271.000000 Penalty: 1037.498047
	Iteration 24Q: 3 clusters Score -4943271 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -4943604.000000 Penalty: 1037.498047
	Iteration 25Q: 3 clusters Score -4943604 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -4943900.500000 Penalty: 1037.498047
	Iteration 26Q: 3 clusters Score -4943900 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79044 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4944203.000000 Penalty: 1037.498047
	Iteration 27Q: 3 clusters Score -4944203 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -4944506.000000 Penalty: 1037.498047
	Iteration 28Q: 3 clusters Score -4944506 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -4944828.500000 Penalty: 1037.498047
	Iteration 29Q: 3 clusters Score -4944828 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -4945176.000000 Penalty: 1037.498047
	Iteration 30Q: 3 clusters Score -4945176 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -4945490.500000 Penalty: 1037.498047
	Iteration 31Q: 3 clusters Score -4945490 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -4945767.500000 Penalty: 1037.498047
	Iteration 32Q: 3 clusters Score -4945768 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83741 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4946022.000000 Penalty: 1037.498047
	Iteration 33Q: 3 clusters Score -4946022 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -4946275.500000 Penalty: 1037.498047
	Iteration 34Q: 3 clusters Score -4946276 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -4946500.500000 Penalty: 1037.498047
	Iteration 35Q: 3 clusters Score -4946500 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4946660.500000 Penalty: 1037.498047
	Iteration 36Q: 3 clusters Score -4946660 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85755 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -4946854.000000 Penalty: 1037.498047
	Iteration 37Q: 3 clusters Score -4946854 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -4946975.500000 Penalty: 1037.498047
	Iteration 38Q: 3 clusters Score -4946976 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86407 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4947078.000000 Penalty: 1037.498047
	Iteration 39Q: 3 clusters Score -4947078 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4947168.000000 Penalty: 1037.498047
	Iteration 40F: 3 clusters Score -4947168 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4947270.500000 Penalty: 1037.498047
	Iteration 41Q: 3 clusters Score -4947270 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4947355.000000 Penalty: 1037.498047
	Iteration 42Q: 3 clusters Score -4947355 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4947411.000000 Penalty: 1037.498047
	Iteration 43Q: 3 clusters Score -4947411 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4947476.000000 Penalty: 1037.498047
	Iteration 44Q: 3 clusters Score -4947476 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87752 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4947558.500000 Penalty: 1037.498047
	Iteration 45Q: 3 clusters Score -4947558 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87894 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4947608.500000 Penalty: 1037.498047
	Iteration 46Q: 3 clusters Score -4947608 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4947659.500000 Penalty: 1037.498047
	Iteration 47Q: 3 clusters Score -4947660 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4947700.500000 Penalty: 1037.498047
	Iteration 48Q: 3 clusters Score -4947700 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4947718.500000 Penalty: 1037.498047
	Iteration 49Q: 3 clusters Score -4947718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88316 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4947751.500000 Penalty: 1037.498047
	Iteration 50Q: 3 clusters Score -4947752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4947785.500000 Penalty: 1037.498047
	Iteration 51Q: 3 clusters Score -4947786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4947821.000000 Penalty: 1037.498047
	Iteration 52Q: 3 clusters Score -4947821 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88481 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4947824.000000 Penalty: 1037.498047
	Iteration 53Q: 3 clusters Score -4947824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88516 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4947825.000000 Penalty: 1037.498047
	Iteration 54Q: 3 clusters Score -4947825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4947831.000000 Penalty: 1037.498047
	Iteration 55Q: 3 clusters Score -4947831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4947832.500000 Penalty: 1037.498047
	Iteration 56Q: 3 clusters Score -4947832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88605 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4947830.500000 Penalty: 1037.498047
	Iteration 57Q: 3 clusters Score -4947830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88630 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4947842.000000 Penalty: 1037.498047
	Iteration 58Q: 3 clusters Score -4947842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4947845.500000 Penalty: 1037.498047
	Iteration 59Q: 3 clusters Score -4947846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4947859.500000 Penalty: 1037.498047
	Iteration 60F: 3 clusters Score -4947860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88700 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4947857.000000 Penalty: 1037.498047
	Iteration 61Q: 3 clusters Score -4947857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4947884.000000 Penalty: 1037.498047
	Iteration 62Q: 3 clusters Score -4947884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4947891.500000 Penalty: 1037.498047
	Iteration 63Q: 3 clusters Score -4947892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4947891.500000 Penalty: 1037.498047
	Iteration 64Q: 3 clusters Score -4947892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4947897.500000 Penalty: 1037.498047
	Iteration 65Q: 3 clusters Score -4947898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4947899.500000 Penalty: 1037.498047
	Iteration 66Q: 3 clusters Score -4947900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4947901.500000 Penalty: 1037.498047
	Iteration 67Q: 3 clusters Score -4947902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4947902.000000 Penalty: 1037.498047
	Iteration 68Q: 3 clusters Score -4947902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4947902.000000 Penalty: 1037.498047
	Iteration 69Q: 3 clusters Score -4947902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88807 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4947903.000000 Penalty: 1037.498047
	Iteration 70Q: 3 clusters Score -4947903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4947909.000000 Penalty: 1037.498047
	Iteration 71Q: 3 clusters Score -4947909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88821 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4947905.000000 Penalty: 1037.498047
	Iteration 72Q: 3 clusters Score -4947905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4947908.000000 Penalty: 1037.498047
	Iteration 73Q: 3 clusters Score -4947908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4947908.000000 Penalty: 1037.498047
	Iteration 74Q: 3 clusters Score -4947908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4947909.500000 Penalty: 1037.498047
	Iteration 75Q: 3 clusters Score -4947910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4947918.000000 Penalty: 1037.498047
	Iteration 76Q: 3 clusters Score -4947918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4947918.500000 Penalty: 1037.498047
	Iteration 77Q: 3 clusters Score -4947918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88884 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4947922.000000 Penalty: 1037.498047
	Iteration 78Q: 3 clusters Score -4947922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88890 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4947927.500000 Penalty: 1037.498047
	Iteration 79Q: 3 clusters Score -4947928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4947926.000000 Penalty: 1037.498047
	Iteration 80F: 3 clusters Score -4947926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88910 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4947929.500000 Penalty: 1037.498047
	Iteration 81Q: 3 clusters Score -4947930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4947925.000000 Penalty: 1037.498047
	Iteration 82Q: 3 clusters Score -4947925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4947931.000000 Penalty: 1037.498047
	Iteration 83Q: 3 clusters Score -4947931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4947930.500000 Penalty: 1037.498047
	Iteration 84Q: 3 clusters Score -4947930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4947932.500000 Penalty: 1037.498047
	Iteration 85Q: 3 clusters Score -4947932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4947936.500000 Penalty: 1037.498047
	Iteration 86Q: 3 clusters Score -4947936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4947941.000000 Penalty: 1037.498047
	Iteration 87Q: 3 clusters Score -4947941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88950 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4947939.500000 Penalty: 1037.498047
	Iteration 88Q: 3 clusters Score -4947940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4947945.000000 Penalty: 1037.498047
	Iteration 89Q: 3 clusters Score -4947945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4947948.000000 Penalty: 1037.498047
	Iteration 90Q: 3 clusters Score -4947948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4947944.500000 Penalty: 1037.498047
	Iteration 91Q: 3 clusters Score -4947944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4947946.500000 Penalty: 1037.498047
	Iteration 92Q: 3 clusters Score -4947946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88969 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4947950.000000 Penalty: 1037.498047
	Iteration 93Q: 3 clusters Score -4947950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4947949.500000 Penalty: 1037.498047
	Iteration 94Q: 3 clusters Score -4947950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88976 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4947948.000000 Penalty: 1037.498047
	Iteration 95Q: 3 clusters Score -4947948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4947946.500000 Penalty: 1037.498047
	Iteration 96Q: 3 clusters Score -4947946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4947947.500000 Penalty: 1037.498047
	Iteration 97Q: 3 clusters Score -4947948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88983 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4947942.500000 Penalty: 1037.498047
	Iteration 98Q: 3 clusters Score -4947942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88983 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4947942.500000 Penalty: 1037.498047
	Iteration 99F: 3 clusters Score -4947942 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: -81555.507812 Penalty: 337.554535
	Iteration 0F: 2 clusters Score -81555.51 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 814 members 
Entering Unmasked Estep 
Score: -80305.179688 Penalty: 675.109070
	Iteration 0F: 3 clusters Score -80305.18 nChanged 683
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: -80688.539062 Penalty: 675.109070
	Iteration 1F: 3 clusters Score -80688.54 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -80728.398438 Penalty: 675.109070
	Iteration 2F: 3 clusters Score -80728.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -80757.054688 Penalty: 675.109070
	Iteration 3Q: 3 clusters Score -80757.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -80780.875000 Penalty: 675.109070
	Iteration 4Q: 3 clusters Score -80780.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -80809.656250 Penalty: 675.109070
	Iteration 5Q: 3 clusters Score -80809.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -80841.039062 Penalty: 675.109070
	Iteration 6Q: 3 clusters Score -80841.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -80871.820312 Penalty: 675.109070
	Iteration 7Q: 3 clusters Score -80871.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -80898.515625 Penalty: 675.109070
	Iteration 8Q: 3 clusters Score -80898.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80934.210938 Penalty: 675.109070
	Iteration 9Q: 3 clusters Score -80934.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80967.117188 Penalty: 675.109070
	Iteration 10Q: 3 clusters Score -80967.12 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81018.601562 Penalty: 675.109070
	Iteration 11Q: 3 clusters Score -81018.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81076.125000 Penalty: 675.109070
	Iteration 12Q: 3 clusters Score -81076.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81124.812500 Penalty: 675.109070
	Iteration 13Q: 3 clusters Score -81124.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81160.265625 Penalty: 675.109070
	Iteration 14Q: 3 clusters Score -81160.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81176.820312 Penalty: 675.109070
	Iteration 15Q: 3 clusters Score -81176.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81188.031250 Penalty: 675.109070
	Iteration 16Q: 3 clusters Score -81188.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -81195.539062 Penalty: 675.109070
	Iteration 17Q: 3 clusters Score -81195.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81198.546875 Penalty: 675.109070
	Iteration 18Q: 3 clusters Score -81198.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81202.835938 Penalty: 675.109070
	Iteration 19Q: 3 clusters Score -81202.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -81208.429688 Penalty: 675.109070
	Iteration 20F: 3 clusters Score -81208.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81219.945312 Penalty: 675.109070
	Iteration 21Q: 3 clusters Score -81219.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81232.859375 Penalty: 675.109070
	Iteration 22Q: 3 clusters Score -81232.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81237.765625 Penalty: 675.109070
	Iteration 23Q: 3 clusters Score -81237.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81239.007812 Penalty: 675.109070
	Iteration 24Q: 3 clusters Score -81239.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -81239.296875 Penalty: 675.109070
	Iteration 25Q: 3 clusters Score -81239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -81239.437500 Penalty: 675.109070
	Iteration 26Q: 3 clusters Score -81239.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81239.570312 Penalty: 675.109070
	Iteration 27Q: 3 clusters Score -81239.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81239.570312 Penalty: 675.109070
	Iteration 28F: 3 clusters Score -81239.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Entering Unmasked Estep 
Score: -597252.750000 Penalty: 424.884338
	Iteration 0F: 2 clusters Score -597252.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -589633.812500 Penalty: 849.768677
	Iteration 0F: 3 clusters Score -589633.8 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -592701.625000 Penalty: 849.768677
	Iteration 1F: 3 clusters Score -592701.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -593009.375000 Penalty: 849.768677
	Iteration 2F: 3 clusters Score -593009.4 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -593562.812500 Penalty: 849.768677
	Iteration 3F: 3 clusters Score -593562.8 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -594459.875000 Penalty: 849.768677
	Iteration 4F: 3 clusters Score -594459.9 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -595518.812500 Penalty: 849.768677
	Iteration 5F: 3 clusters Score -595518.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -596332.250000 Penalty: 849.768677
	Iteration 6F: 3 clusters Score -596332.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -596701.062500 Penalty: 849.768677
	Iteration 7Q: 3 clusters Score -596701.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -596802.687500 Penalty: 849.768677
	Iteration 8Q: 3 clusters Score -596802.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -596840.062500 Penalty: 849.768677
	Iteration 9Q: 3 clusters Score -596840.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -596879.937500 Penalty: 849.768677
	Iteration 10Q: 3 clusters Score -596879.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -596904.937500 Penalty: 849.768677
	Iteration 11Q: 3 clusters Score -596904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -596914.437500 Penalty: 849.768677
	Iteration 12Q: 3 clusters Score -596914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -596917.250000 Penalty: 849.768677
	Iteration 13Q: 3 clusters Score -596917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -596919.062500 Penalty: 849.768677
	Iteration 14Q: 3 clusters Score -596919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -596919.062500 Penalty: 849.768677
	Iteration 15F: 3 clusters Score -596919.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (115259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Entering Unmasked Estep 
Score: -6250223.500000 Penalty: 530.299622
	Iteration 0F: 2 clusters Score -6250224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -6174716.500000 Penalty: 1060.599243
	Iteration 0F: 3 clusters Score -6174716 nChanged 56512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -6208822.000000 Penalty: 1060.599243
	Iteration 1F: 3 clusters Score -6208822 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -6210304.000000 Penalty: 1060.599243
	Iteration 2Q: 3 clusters Score -6210304 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -6212667.500000 Penalty: 1060.599243
	Iteration 3Q: 3 clusters Score -6212668 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -6216504.500000 Penalty: 1060.599243
	Iteration 4F: 3 clusters Score -6216504 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -6222311.000000 Penalty: 1060.599243
	Iteration 5F: 3 clusters Score -6222311 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -6229134.500000 Penalty: 1060.599243
	Iteration 6F: 3 clusters Score -6229134 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -6233526.500000 Penalty: 1060.599243
	Iteration 7F: 3 clusters Score -6233526 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -6235017.000000 Penalty: 1060.599243
	Iteration 8Q: 3 clusters Score -6235017 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -6235757.000000 Penalty: 1060.599243
	Iteration 9Q: 3 clusters Score -6235757 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -6236340.500000 Penalty: 1060.599243
	Iteration 10Q: 3 clusters Score -6236340 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 83501 members 
Entering Unmasked Estep 
Score: -6236976.000000 Penalty: 1060.599243
	Iteration 11Q: 3 clusters Score -6236976 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -6237796.500000 Penalty: 1060.599243
	Iteration 12Q: 3 clusters Score -6237796 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -6238608.500000 Penalty: 1060.599243
	Iteration 13Q: 3 clusters Score -6238608 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
Score: -6239535.500000 Penalty: 1060.599243
	Iteration 14Q: 3 clusters Score -6239536 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 93931 members 
Entering Unmasked Estep 
Score: -6240521.500000 Penalty: 1060.599243
	Iteration 15Q: 3 clusters Score -6240522 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 96685 members 
Entering Unmasked Estep 
Score: -6241587.500000 Penalty: 1060.599243
	Iteration 16Q: 3 clusters Score -6241588 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -6242601.500000 Penalty: 1060.599243
	Iteration 17Q: 3 clusters Score -6242602 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -6243591.000000 Penalty: 1060.599243
	Iteration 18Q: 3 clusters Score -6243591 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -6244526.000000 Penalty: 1060.599243
	Iteration 19Q: 3 clusters Score -6244526 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 105759 members 
Entering Unmasked Estep 
Score: -6245415.500000 Penalty: 1060.599243
	Iteration 20F: 3 clusters Score -6245416 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 107432 members 
Entering Unmasked Estep 
Score: -6246202.000000 Penalty: 1060.599243
	Iteration 21Q: 3 clusters Score -6246202 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 108895 members 
Entering Unmasked Estep 
Score: -6246879.000000 Penalty: 1060.599243
	Iteration 22Q: 3 clusters Score -6246879 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 110135 members 
Entering Unmasked Estep 
Score: -6247504.000000 Penalty: 1060.599243
	Iteration 23Q: 3 clusters Score -6247504 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 111128 members 
Entering Unmasked Estep 
Score: -6247929.000000 Penalty: 1060.599243
	Iteration 24Q: 3 clusters Score -6247929 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 111932 members 
Entering Unmasked Estep 
Score: -6248232.500000 Penalty: 1060.599243
	Iteration 25Q: 3 clusters Score -6248232 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 112586 members 
Entering Unmasked Estep 
Score: -6248575.000000 Penalty: 1060.599243
	Iteration 26Q: 3 clusters Score -6248575 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 113116 members 
Entering Unmasked Estep 
Score: -6248819.500000 Penalty: 1060.599243
	Iteration 27Q: 3 clusters Score -6248820 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 113570 members 
Entering Unmasked Estep 
Score: -6249039.000000 Penalty: 1060.599243
	Iteration 28Q: 3 clusters Score -6249039 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 113928 members 
Entering Unmasked Estep 
Score: -6249238.500000 Penalty: 1060.599243
	Iteration 29Q: 3 clusters Score -6249238 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 114196 members 
Entering Unmasked Estep 
Score: -6249324.000000 Penalty: 1060.599243
	Iteration 30Q: 3 clusters Score -6249324 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 114394 members 
Entering Unmasked Estep 
Score: -6249429.000000 Penalty: 1060.599243
	Iteration 31Q: 3 clusters Score -6249429 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 114556 members 
Entering Unmasked Estep 
Score: -6249522.000000 Penalty: 1060.599243
	Iteration 32Q: 3 clusters Score -6249522 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 114667 members 
Entering Unmasked Estep 
Score: -6249566.000000 Penalty: 1060.599243
	Iteration 33Q: 3 clusters Score -6249566 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 114756 members 
Entering Unmasked Estep 
Score: -6249611.500000 Penalty: 1060.599243
	Iteration 34Q: 3 clusters Score -6249612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 114809 members 
Entering Unmasked Estep 
Score: -6249646.000000 Penalty: 1060.599243
	Iteration 35Q: 3 clusters Score -6249646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 114853 members 
Entering Unmasked Estep 
Score: -6249674.500000 Penalty: 1060.599243
	Iteration 36Q: 3 clusters Score -6249674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 114885 members 
Entering Unmasked Estep 
Score: -6249698.000000 Penalty: 1060.599243
	Iteration 37Q: 3 clusters Score -6249698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 114914 members 
Entering Unmasked Estep 
Score: -6249701.000000 Penalty: 1060.599243
	Iteration 38Q: 3 clusters Score -6249701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 114937 members 
Entering Unmasked Estep 
Score: -6249718.500000 Penalty: 1060.599243
	Iteration 39Q: 3 clusters Score -6249718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 114958 members 
Entering Unmasked Estep 
Score: -6249729.000000 Penalty: 1060.599243
	Iteration 40F: 3 clusters Score -6249729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 114968 members 
Entering Unmasked Estep 
Score: -6249738.500000 Penalty: 1060.599243
	Iteration 41Q: 3 clusters Score -6249738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
Score: -6249743.000000 Penalty: 1060.599243
	Iteration 42Q: 3 clusters Score -6249743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 114986 members 
Entering Unmasked Estep 
Score: -6249747.000000 Penalty: 1060.599243
	Iteration 43Q: 3 clusters Score -6249747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 114993 members 
Entering Unmasked Estep 
Score: -6249760.500000 Penalty: 1060.599243
	Iteration 44Q: 3 clusters Score -6249760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 115001 members 
Entering Unmasked Estep 
Score: -6249763.000000 Penalty: 1060.599243
	Iteration 45Q: 3 clusters Score -6249763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 115007 members 
Entering Unmasked Estep 
Score: -6249769.000000 Penalty: 1060.599243
	Iteration 46Q: 3 clusters Score -6249769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 115011 members 
Entering Unmasked Estep 
Score: -6249769.500000 Penalty: 1060.599243
	Iteration 47Q: 3 clusters Score -6249770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 115015 members 
Entering Unmasked Estep 
Score: -6249771.000000 Penalty: 1060.599243
	Iteration 48Q: 3 clusters Score -6249771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 115021 members 
Entering Unmasked Estep 
Score: -6249773.000000 Penalty: 1060.599243
	Iteration 49Q: 3 clusters Score -6249773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 115026 members 
Entering Unmasked Estep 
Score: -6249780.000000 Penalty: 1060.599243
	Iteration 50Q: 3 clusters Score -6249780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 115032 members 
Entering Unmasked Estep 
Score: -6249775.000000 Penalty: 1060.599243
	Iteration 51Q: 3 clusters Score -6249775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -6249782.500000 Penalty: 1060.599243
	Iteration 52Q: 3 clusters Score -6249782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 115037 members 
Entering Unmasked Estep 
Score: -6249781.500000 Penalty: 1060.599243
	Iteration 53Q: 3 clusters Score -6249782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -6249780.000000 Penalty: 1060.599243
	Iteration 54Q: 3 clusters Score -6249780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 115039 members 
Entering Unmasked Estep 
Score: -6249780.500000 Penalty: 1060.599243
	Iteration 55Q: 3 clusters Score -6249780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 115039 members 
Entering Unmasked Estep 
Score: -6249780.500000 Penalty: 1060.599243
	Iteration 56F: 3 clusters Score -6249780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (85798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85798 members 
Entering Unmasked Estep 
Score: -4662535.000000 Penalty: 516.868652
	Iteration 0F: 2 clusters Score -4662535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -4605268.000000 Penalty: 1033.737305
	Iteration 0F: 3 clusters Score -4605268 nChanged 41694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -4630286.500000 Penalty: 1033.737305
	Iteration 1F: 3 clusters Score -4630286 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -4630861.000000 Penalty: 1033.737305
	Iteration 2Q: 3 clusters Score -4630861 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -4631662.000000 Penalty: 1033.737305
	Iteration 3Q: 3 clusters Score -4631662 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -4632895.500000 Penalty: 1033.737305
	Iteration 4Q: 3 clusters Score -4632896 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -4634766.500000 Penalty: 1033.737305
	Iteration 5Q: 3 clusters Score -4634766 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -4637671.000000 Penalty: 1033.737305
	Iteration 6F: 3 clusters Score -4637671 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -4641752.500000 Penalty: 1033.737305
	Iteration 7F: 3 clusters Score -4641752 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -4645594.500000 Penalty: 1033.737305
	Iteration 8F: 3 clusters Score -4645594 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -4647538.500000 Penalty: 1033.737305
	Iteration 9F: 3 clusters Score -4647538 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -4648130.000000 Penalty: 1033.737305
	Iteration 10Q: 3 clusters Score -4648130 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -4648317.000000 Penalty: 1033.737305
	Iteration 11Q: 3 clusters Score -4648317 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -4648455.000000 Penalty: 1033.737305
	Iteration 12Q: 3 clusters Score -4648455 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -4648561.500000 Penalty: 1033.737305
	Iteration 13Q: 3 clusters Score -4648562 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -4648738.000000 Penalty: 1033.737305
	Iteration 14Q: 3 clusters Score -4648738 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -4648943.500000 Penalty: 1033.737305
	Iteration 15Q: 3 clusters Score -4648944 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -4649207.500000 Penalty: 1033.737305
	Iteration 16Q: 3 clusters Score -4649208 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -4649582.000000 Penalty: 1033.737305
	Iteration 17Q: 3 clusters Score -4649582 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -4650102.000000 Penalty: 1033.737305
	Iteration 18Q: 3 clusters Score -4650102 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -4650764.000000 Penalty: 1033.737305
	Iteration 19Q: 3 clusters Score -4650764 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -4651559.500000 Penalty: 1033.737305
	Iteration 20F: 3 clusters Score -4651560 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -4652579.000000 Penalty: 1033.737305
	Iteration 21Q: 3 clusters Score -4652579 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -4653829.000000 Penalty: 1033.737305
	Iteration 22Q: 3 clusters Score -4653829 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -4655180.000000 Penalty: 1033.737305
	Iteration 23Q: 3 clusters Score -4655180 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -4656685.500000 Penalty: 1033.737305
	Iteration 24Q: 3 clusters Score -4656686 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4658252.000000 Penalty: 1033.737305
	Iteration 25Q: 3 clusters Score -4658252 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -4659644.000000 Penalty: 1033.737305
	Iteration 26Q: 3 clusters Score -4659644 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -4660726.000000 Penalty: 1033.737305
	Iteration 27Q: 3 clusters Score -4660726 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -4661355.500000 Penalty: 1033.737305
	Iteration 28Q: 3 clusters Score -4661356 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -4661700.500000 Penalty: 1033.737305
	Iteration 29Q: 3 clusters Score -4661700 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -4661904.000000 Penalty: 1033.737305
	Iteration 30Q: 3 clusters Score -4661904 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -4661991.500000 Penalty: 1033.737305
	Iteration 31Q: 3 clusters Score -4661992 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -4662035.500000 Penalty: 1033.737305
	Iteration 32Q: 3 clusters Score -4662036 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -4662030.000000 Penalty: 1033.737305
	Iteration 33Q: 3 clusters Score -4662030 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -4662032.500000 Penalty: 1033.737305
	Iteration 34Q: 3 clusters Score -4662032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -4662051.500000 Penalty: 1033.737305
	Iteration 35Q: 3 clusters Score -4662052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -4662064.500000 Penalty: 1033.737305
	Iteration 36Q: 3 clusters Score -4662064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -4662062.000000 Penalty: 1033.737305
	Iteration 37Q: 3 clusters Score -4662062 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4662069.000000 Penalty: 1033.737305
	Iteration 38Q: 3 clusters Score -4662069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -4662066.500000 Penalty: 1033.737305
	Iteration 39Q: 3 clusters Score -4662066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -4662112.000000 Penalty: 1033.737305
	Iteration 40F: 3 clusters Score -4662112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -4662110.500000 Penalty: 1033.737305
	Iteration 41Q: 3 clusters Score -4662110 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -4662117.500000 Penalty: 1033.737305
	Iteration 42Q: 3 clusters Score -4662118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -4662118.500000 Penalty: 1033.737305
	Iteration 43Q: 3 clusters Score -4662118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -4662119.500000 Penalty: 1033.737305
	Iteration 44Q: 3 clusters Score -4662120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -4662121.500000 Penalty: 1033.737305
	Iteration 45Q: 3 clusters Score -4662122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -4662124.500000 Penalty: 1033.737305
	Iteration 46Q: 3 clusters Score -4662124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -4662125.500000 Penalty: 1033.737305
	Iteration 47Q: 3 clusters Score -4662126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -4662130.000000 Penalty: 1033.737305
	Iteration 48Q: 3 clusters Score -4662130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -4662122.000000 Penalty: 1033.737305
	Iteration 49Q: 3 clusters Score -4662122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -4662116.500000 Penalty: 1033.737305
	Iteration 50Q: 3 clusters Score -4662116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -4662113.500000 Penalty: 1033.737305
	Iteration 51Q: 3 clusters Score -4662114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -4662113.500000 Penalty: 1033.737305
	Iteration 52Q: 3 clusters Score -4662114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4662117.500000 Penalty: 1033.737305
	Iteration 53Q: 3 clusters Score -4662118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -4662117.500000 Penalty: 1033.737305
	Iteration 54Q: 3 clusters Score -4662118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -4662117.500000 Penalty: 1033.737305
	Iteration 55F: 3 clusters Score -4662118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -68013.023438 Penalty: 325.142303
	Iteration 0F: 2 clusters Score -68013.02 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 648 members 
Entering Unmasked Estep 
Score: -67018.742188 Penalty: 650.284607
	Iteration 0F: 3 clusters Score -67018.74 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -67360.750000 Penalty: 650.284607
	Iteration 1F: 3 clusters Score -67360.75 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -67500.578125 Penalty: 650.284607
	Iteration 2F: 3 clusters Score -67500.58 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -67649.398438 Penalty: 650.284607
	Iteration 3F: 3 clusters Score -67649.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -67743.671875 Penalty: 650.284607
	Iteration 4F: 3 clusters Score -67743.67 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -67800.429688 Penalty: 650.284607
	Iteration 5Q: 3 clusters Score -67800.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -67835.515625 Penalty: 650.284607
	Iteration 6Q: 3 clusters Score -67835.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -67852.273438 Penalty: 650.284607
	Iteration 7Q: 3 clusters Score -67852.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -67859.000000 Penalty: 650.284607
	Iteration 8Q: 3 clusters Score -67859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -67865.906250 Penalty: 650.284607
	Iteration 9Q: 3 clusters Score -67865.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -67872.468750 Penalty: 650.284607
	Iteration 10Q: 3 clusters Score -67872.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -67877.992188 Penalty: 650.284607
	Iteration 11Q: 3 clusters Score -67877.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -67879.570312 Penalty: 650.284607
	Iteration 12Q: 3 clusters Score -67879.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -67881.273438 Penalty: 650.284607
	Iteration 13Q: 3 clusters Score -67881.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -67882.218750 Penalty: 650.284607
	Iteration 14Q: 3 clusters Score -67882.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -67884.398438 Penalty: 650.284607
	Iteration 15Q: 3 clusters Score -67884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -67885.078125 Penalty: 650.284607
	Iteration 16Q: 3 clusters Score -67885.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -67887.062500 Penalty: 650.284607
	Iteration 17Q: 3 clusters Score -67887.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -67887.960938 Penalty: 650.284607
	Iteration 18Q: 3 clusters Score -67887.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -67888.742188 Penalty: 650.284607
	Iteration 19Q: 3 clusters Score -67888.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -67888.742188 Penalty: 650.284607
	Iteration 20F: 3 clusters Score -67888.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (27235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Entering Unmasked Estep 
Score: -1395954.875000 Penalty: 464.657745
	Iteration 0F: 2 clusters Score -1395955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1377584.000000 Penalty: 929.315491
	Iteration 0F: 3 clusters Score -1377584 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1385775.250000 Penalty: 929.315491
	Iteration 1F: 3 clusters Score -1385775 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1386483.125000 Penalty: 929.315491
	Iteration 2F: 3 clusters Score -1386483 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -1387692.625000 Penalty: 929.315491
	Iteration 3F: 3 clusters Score -1387693 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -1389724.625000 Penalty: 929.315491
	Iteration 4F: 3 clusters Score -1389725 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -1392274.750000 Penalty: 929.315491
	Iteration 5F: 3 clusters Score -1392275 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -1394277.875000 Penalty: 929.315491
	Iteration 6F: 3 clusters Score -1394278 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -1395168.125000 Penalty: 929.315491
	Iteration 7Q: 3 clusters Score -1395168 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -1395421.750000 Penalty: 929.315491
	Iteration 8Q: 3 clusters Score -1395422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -1395496.625000 Penalty: 929.315491
	Iteration 9Q: 3 clusters Score -1395497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -1395531.625000 Penalty: 929.315491
	Iteration 10Q: 3 clusters Score -1395532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -1395542.125000 Penalty: 929.315491
	Iteration 11Q: 3 clusters Score -1395542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -1395545.375000 Penalty: 929.315491
	Iteration 12Q: 3 clusters Score -1395545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -1395545.000000 Penalty: 929.315491
	Iteration 13Q: 3 clusters Score -1395545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -1395546.250000 Penalty: 929.315491
	Iteration 14Q: 3 clusters Score -1395546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -1395546.250000 Penalty: 929.315491
	Iteration 15F: 3 clusters Score -1395546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Entering Unmasked Estep 
Score: -904729.437500 Penalty: 440.981537
	Iteration 0F: 2 clusters Score -904729.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -893971.250000 Penalty: 881.963074
	Iteration 0F: 3 clusters Score -893971.2 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -898339.625000 Penalty: 881.963074
	Iteration 1F: 3 clusters Score -898339.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -898542.812500 Penalty: 881.963074
	Iteration 2Q: 3 clusters Score -898542.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -898761.000000 Penalty: 881.963074
	Iteration 3Q: 3 clusters Score -898761 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -899017.937500 Penalty: 881.963074
	Iteration 4Q: 3 clusters Score -899017.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -899329.312500 Penalty: 881.963074
	Iteration 5Q: 3 clusters Score -899329.3 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -899803.312500 Penalty: 881.963074
	Iteration 6Q: 3 clusters Score -899803.3 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -900520.687500 Penalty: 881.963074
	Iteration 7F: 3 clusters Score -900520.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -901178.250000 Penalty: 881.963074
	Iteration 8F: 3 clusters Score -901178.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -901513.750000 Penalty: 881.963074
	Iteration 9Q: 3 clusters Score -901513.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -901666.687500 Penalty: 881.963074
	Iteration 10Q: 3 clusters Score -901666.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -901774.687500 Penalty: 881.963074
	Iteration 11Q: 3 clusters Score -901774.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -901876.812500 Penalty: 881.963074
	Iteration 12Q: 3 clusters Score -901876.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -901984.437500 Penalty: 881.963074
	Iteration 13Q: 3 clusters Score -901984.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -902107.937500 Penalty: 881.963074
	Iteration 14Q: 3 clusters Score -902107.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -902252.562500 Penalty: 881.963074
	Iteration 15Q: 3 clusters Score -902252.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -902413.000000 Penalty: 881.963074
	Iteration 16Q: 3 clusters Score -902413 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -902590.250000 Penalty: 881.963074
	Iteration 17Q: 3 clusters Score -902590.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -902751.812500 Penalty: 881.963074
	Iteration 18Q: 3 clusters Score -902751.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -902925.812500 Penalty: 881.963074
	Iteration 19Q: 3 clusters Score -902925.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -903126.687500 Penalty: 881.963074
	Iteration 20F: 3 clusters Score -903126.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -903352.562500 Penalty: 881.963074
	Iteration 21Q: 3 clusters Score -903352.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -903554.750000 Penalty: 881.963074
	Iteration 22Q: 3 clusters Score -903554.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -903725.187500 Penalty: 881.963074
	Iteration 23Q: 3 clusters Score -903725.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -903861.500000 Penalty: 881.963074
	Iteration 24Q: 3 clusters Score -903861.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -903980.875000 Penalty: 881.963074
	Iteration 25Q: 3 clusters Score -903980.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -904084.937500 Penalty: 881.963074
	Iteration 26Q: 3 clusters Score -904084.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -904151.437500 Penalty: 881.963074
	Iteration 27Q: 3 clusters Score -904151.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -904197.687500 Penalty: 881.963074
	Iteration 28Q: 3 clusters Score -904197.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -904230.500000 Penalty: 881.963074
	Iteration 29Q: 3 clusters Score -904230.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -904253.500000 Penalty: 881.963074
	Iteration 30Q: 3 clusters Score -904253.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -904282.187500 Penalty: 881.963074
	Iteration 31Q: 3 clusters Score -904282.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -904295.875000 Penalty: 881.963074
	Iteration 32Q: 3 clusters Score -904295.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -904311.062500 Penalty: 881.963074
	Iteration 33Q: 3 clusters Score -904311.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -904322.125000 Penalty: 881.963074
	Iteration 34Q: 3 clusters Score -904322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -904326.437500 Penalty: 881.963074
	Iteration 35Q: 3 clusters Score -904326.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -904333.062500 Penalty: 881.963074
	Iteration 36Q: 3 clusters Score -904333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -904335.187500 Penalty: 881.963074
	Iteration 37Q: 3 clusters Score -904335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -904340.062500 Penalty: 881.963074
	Iteration 38Q: 3 clusters Score -904340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -904342.500000 Penalty: 881.963074
	Iteration 39Q: 3 clusters Score -904342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -904343.875000 Penalty: 881.963074
	Iteration 40F: 3 clusters Score -904343.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -3508.684814 Penalty: 207.677841
	Iteration 0F: 2 clusters Score -3508.685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -3375.346680 Penalty: 415.355682
	Iteration 0F: 3 clusters Score -3375.347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -3448.767334 Penalty: 415.355682
	Iteration 1F: 3 clusters Score -3448.767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3467.962646 Penalty: 415.355682
	Iteration 2F: 3 clusters Score -3467.963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3471.228027 Penalty: 415.355682
	Iteration 3Q: 3 clusters Score -3471.228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3473.265869 Penalty: 415.355682
	Iteration 4Q: 3 clusters Score -3473.266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3492.944092 Penalty: 415.355682
	Iteration 5Q: 3 clusters Score -3492.944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3492.944092 Penalty: 415.355682
	Iteration 6F: 3 clusters Score -3492.944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (131030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131030 members 
Entering Unmasked Estep 
Score: -6927126.500000 Penalty: 536.134766
	Iteration 0F: 2 clusters Score -6927126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65453 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -6848112.000000 Penalty: 1072.269531
	Iteration 0F: 3 clusters Score -6848112 nChanged 64078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -6885506.500000 Penalty: 1072.269531
	Iteration 1F: 3 clusters Score -6885506 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -6886586.500000 Penalty: 1072.269531
	Iteration 2Q: 3 clusters Score -6886586 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -6888321.500000 Penalty: 1072.269531
	Iteration 3Q: 3 clusters Score -6888322 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -6891087.000000 Penalty: 1072.269531
	Iteration 4Q: 3 clusters Score -6891087 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -6895448.000000 Penalty: 1072.269531
	Iteration 5F: 3 clusters Score -6895448 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 91353 members 
Entering Unmasked Estep 
Score: -6901569.500000 Penalty: 1072.269531
	Iteration 6F: 3 clusters Score -6901570 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 99069 members 
Entering Unmasked Estep 
Score: -6908491.000000 Penalty: 1072.269531
	Iteration 7F: 3 clusters Score -6908491 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -6914404.000000 Penalty: 1072.269531
	Iteration 8F: 3 clusters Score -6914404 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 111360 members 
Entering Unmasked Estep 
Score: -6918093.500000 Penalty: 1072.269531
	Iteration 9Q: 3 clusters Score -6918094 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 115444 members 
Entering Unmasked Estep 
Score: -6920136.000000 Penalty: 1072.269531
	Iteration 10Q: 3 clusters Score -6920136 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 118823 members 
Entering Unmasked Estep 
Score: -6921370.000000 Penalty: 1072.269531
	Iteration 11Q: 3 clusters Score -6921370 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 121782 members 
Entering Unmasked Estep 
Score: -6922358.500000 Penalty: 1072.269531
	Iteration 12Q: 3 clusters Score -6922358 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 124310 members 
Entering Unmasked Estep 
Score: -6923305.500000 Penalty: 1072.269531
	Iteration 13Q: 3 clusters Score -6923306 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 126424 members 
Entering Unmasked Estep 
Score: -6924196.500000 Penalty: 1072.269531
	Iteration 14Q: 3 clusters Score -6924196 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 128090 members 
Entering Unmasked Estep 
Score: -6925117.500000 Penalty: 1072.269531
	Iteration 15Q: 3 clusters Score -6925118 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 129297 members 
Entering Unmasked Estep 
Score: -6925724.500000 Penalty: 1072.269531
	Iteration 16Q: 3 clusters Score -6925724 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 130114 members 
Entering Unmasked Estep 
Score: -6926123.500000 Penalty: 1072.269531
	Iteration 17Q: 3 clusters Score -6926124 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 130569 members 
Entering Unmasked Estep 
Score: -6926404.000000 Penalty: 1072.269531
	Iteration 18Q: 3 clusters Score -6926404 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 130781 members 
Entering Unmasked Estep 
Score: -6926536.000000 Penalty: 1072.269531
	Iteration 19Q: 3 clusters Score -6926536 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 130873 members 
Entering Unmasked Estep 
Score: -6926601.000000 Penalty: 1072.269531
	Iteration 20F: 3 clusters Score -6926601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 130911 members 
Entering Unmasked Estep 
Score: -6926636.000000 Penalty: 1072.269531
	Iteration 21Q: 3 clusters Score -6926636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 130931 members 
Entering Unmasked Estep 
Score: -6926666.500000 Penalty: 1072.269531
	Iteration 22Q: 3 clusters Score -6926666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 130939 members 
Entering Unmasked Estep 
Score: -6926673.500000 Penalty: 1072.269531
	Iteration 23Q: 3 clusters Score -6926674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 130944 members 
Entering Unmasked Estep 
Score: -6926691.500000 Penalty: 1072.269531
	Iteration 24Q: 3 clusters Score -6926692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 130948 members 
Entering Unmasked Estep 
Score: -6926696.500000 Penalty: 1072.269531
	Iteration 25Q: 3 clusters Score -6926696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 130949 members 
Entering Unmasked Estep 
Score: -6926696.500000 Penalty: 1072.269531
	Iteration 26Q: 3 clusters Score -6926696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 130949 members 
Entering Unmasked Estep 
Score: -6926698.000000 Penalty: 1072.269531
	Iteration 27Q: 3 clusters Score -6926698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 130949 members 
Entering Unmasked Estep 
Score: -6926698.000000 Penalty: 1072.269531
	Iteration 28F: 3 clusters Score -6926698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (81645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81645 members 
Entering Unmasked Estep 
Score: -4492818.000000 Penalty: 514.611206
	Iteration 0F: 2 clusters Score -4492818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -4437822.500000 Penalty: 1029.222412
	Iteration 0F: 3 clusters Score -4437822 nChanged 39830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -4464385.500000 Penalty: 1029.222412
	Iteration 1F: 3 clusters Score -4464386 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -4467151.500000 Penalty: 1029.222412
	Iteration 2F: 3 clusters Score -4467152 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -4471839.500000 Penalty: 1029.222412
	Iteration 3F: 3 clusters Score -4471840 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -4478463.000000 Penalty: 1029.222412
	Iteration 4F: 3 clusters Score -4478463 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 73651 members 
Entering Unmasked Estep 
Score: -4484795.500000 Penalty: 1029.222412
	Iteration 5F: 3 clusters Score -4484796 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -4488979.000000 Penalty: 1029.222412
	Iteration 6F: 3 clusters Score -4488979 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -4491015.500000 Penalty: 1029.222412
	Iteration 7Q: 3 clusters Score -4491016 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
Score: -4491887.500000 Penalty: 1029.222412
	Iteration 8Q: 3 clusters Score -4491888 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -4492183.000000 Penalty: 1029.222412
	Iteration 9Q: 3 clusters Score -4492183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 81497 members 
Entering Unmasked Estep 
Score: -4492299.000000 Penalty: 1029.222412
	Iteration 10Q: 3 clusters Score -4492299 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -4492348.000000 Penalty: 1029.222412
	Iteration 11Q: 3 clusters Score -4492348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -4492362.000000 Penalty: 1029.222412
	Iteration 12Q: 3 clusters Score -4492362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 81549 members 
Entering Unmasked Estep 
Score: -4492372.000000 Penalty: 1029.222412
	Iteration 13Q: 3 clusters Score -4492372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -4492380.000000 Penalty: 1029.222412
	Iteration 14Q: 3 clusters Score -4492380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -4492385.000000 Penalty: 1029.222412
	Iteration 15Q: 3 clusters Score -4492385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -4492386.500000 Penalty: 1029.222412
	Iteration 16Q: 3 clusters Score -4492386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -4492391.000000 Penalty: 1029.222412
	Iteration 17Q: 3 clusters Score -4492391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -4492391.000000 Penalty: 1029.222412
	Iteration 18Q: 3 clusters Score -4492391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -4492391.000000 Penalty: 1029.222412
	Iteration 19F: 3 clusters Score -4492391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Entering Unmasked Estep 
Score: -760078.125000 Penalty: 437.500946
	Iteration 0F: 2 clusters Score -760078.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -750079.187500 Penalty: 875.001892
	Iteration 0F: 3 clusters Score -750079.2 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -754100.437500 Penalty: 875.001892
	Iteration 1F: 3 clusters Score -754100.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -754328.500000 Penalty: 875.001892
	Iteration 2Q: 3 clusters Score -754328.5 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -754628.000000 Penalty: 875.001892
	Iteration 3Q: 3 clusters Score -754628 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -755106.687500 Penalty: 875.001892
	Iteration 4F: 3 clusters Score -755106.7 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -755769.250000 Penalty: 875.001892
	Iteration 5F: 3 clusters Score -755769.2 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -756565.875000 Penalty: 875.001892
	Iteration 6F: 3 clusters Score -756565.9 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -757271.187500 Penalty: 875.001892
	Iteration 7F: 3 clusters Score -757271.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -757730.062500 Penalty: 875.001892
	Iteration 8Q: 3 clusters Score -757730.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -757961.375000 Penalty: 875.001892
	Iteration 9Q: 3 clusters Score -757961.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -758111.312500 Penalty: 875.001892
	Iteration 10Q: 3 clusters Score -758111.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -758259.187500 Penalty: 875.001892
	Iteration 11Q: 3 clusters Score -758259.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -758404.750000 Penalty: 875.001892
	Iteration 12Q: 3 clusters Score -758404.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -758589.312500 Penalty: 875.001892
	Iteration 13Q: 3 clusters Score -758589.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -758747.000000 Penalty: 875.001892
	Iteration 14Q: 3 clusters Score -758747 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -758904.687500 Penalty: 875.001892
	Iteration 15Q: 3 clusters Score -758904.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -759020.187500 Penalty: 875.001892
	Iteration 16Q: 3 clusters Score -759020.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -759110.375000 Penalty: 875.001892
	Iteration 17Q: 3 clusters Score -759110.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -759179.625000 Penalty: 875.001892
	Iteration 18Q: 3 clusters Score -759179.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -759239.250000 Penalty: 875.001892
	Iteration 19Q: 3 clusters Score -759239.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -759293.875000 Penalty: 875.001892
	Iteration 20F: 3 clusters Score -759293.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -759344.187500 Penalty: 875.001892
	Iteration 21Q: 3 clusters Score -759344.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -759392.562500 Penalty: 875.001892
	Iteration 22Q: 3 clusters Score -759392.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -759431.937500 Penalty: 875.001892
	Iteration 23Q: 3 clusters Score -759431.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -759458.375000 Penalty: 875.001892
	Iteration 24Q: 3 clusters Score -759458.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -759485.625000 Penalty: 875.001892
	Iteration 25Q: 3 clusters Score -759485.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -759503.625000 Penalty: 875.001892
	Iteration 26Q: 3 clusters Score -759503.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -759527.562500 Penalty: 875.001892
	Iteration 27Q: 3 clusters Score -759527.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -759543.437500 Penalty: 875.001892
	Iteration 28Q: 3 clusters Score -759543.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -759563.437500 Penalty: 875.001892
	Iteration 29Q: 3 clusters Score -759563.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -759585.187500 Penalty: 875.001892
	Iteration 30Q: 3 clusters Score -759585.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -759607.750000 Penalty: 875.001892
	Iteration 31Q: 3 clusters Score -759607.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -759622.937500 Penalty: 875.001892
	Iteration 32Q: 3 clusters Score -759622.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -759639.625000 Penalty: 875.001892
	Iteration 33Q: 3 clusters Score -759639.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -759653.562500 Penalty: 875.001892
	Iteration 34Q: 3 clusters Score -759653.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -759661.625000 Penalty: 875.001892
	Iteration 35Q: 3 clusters Score -759661.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -759669.750000 Penalty: 875.001892
	Iteration 36Q: 3 clusters Score -759669.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -759675.375000 Penalty: 875.001892
	Iteration 37Q: 3 clusters Score -759675.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -759679.500000 Penalty: 875.001892
	Iteration 38Q: 3 clusters Score -759679.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -759682.000000 Penalty: 875.001892
	Iteration 39Q: 3 clusters Score -759682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -759685.000000 Penalty: 875.001892
	Iteration 40F: 3 clusters Score -759685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -759687.125000 Penalty: 875.001892
	Iteration 41Q: 3 clusters Score -759687.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -759689.250000 Penalty: 875.001892
	Iteration 42Q: 3 clusters Score -759689.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -759689.687500 Penalty: 875.001892
	Iteration 43Q: 3 clusters Score -759689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -759690.437500 Penalty: 875.001892
	Iteration 44Q: 3 clusters Score -759690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -759692.000000 Penalty: 875.001892
	Iteration 45Q: 3 clusters Score -759692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -759694.875000 Penalty: 875.001892
	Iteration 46Q: 3 clusters Score -759694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -759696.437500 Penalty: 875.001892
	Iteration 47Q: 3 clusters Score -759696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -759699.062500 Penalty: 875.001892
	Iteration 48Q: 3 clusters Score -759699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -759699.875000 Penalty: 875.001892
	Iteration 49Q: 3 clusters Score -759699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -759701.875000 Penalty: 875.001892
	Iteration 50Q: 3 clusters Score -759701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -759700.687500 Penalty: 875.001892
	Iteration 51Q: 3 clusters Score -759700.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -759700.687500 Penalty: 875.001892
	Iteration 52F: 3 clusters Score -759700.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (7673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Entering Unmasked Estep 
Score: -394880.406250 Penalty: 407.018585
	Iteration 0F: 2 clusters Score -394880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -389752.156250 Penalty: 814.037170
	Iteration 0F: 3 clusters Score -389752.2 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -391896.343750 Penalty: 814.037170
	Iteration 1F: 3 clusters Score -391896.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -392311.156250 Penalty: 814.037170
	Iteration 2F: 3 clusters Score -392311.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -392807.656250 Penalty: 814.037170
	Iteration 3F: 3 clusters Score -392807.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -393347.093750 Penalty: 814.037170
	Iteration 4F: 3 clusters Score -393347.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -393848.312500 Penalty: 814.037170
	Iteration 5F: 3 clusters Score -393848.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -394266.375000 Penalty: 814.037170
	Iteration 6Q: 3 clusters Score -394266.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -394609.375000 Penalty: 814.037170
	Iteration 7Q: 3 clusters Score -394609.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -394732.656250 Penalty: 814.037170
	Iteration 8Q: 3 clusters Score -394732.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -394766.375000 Penalty: 814.037170
	Iteration 9Q: 3 clusters Score -394766.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -394782.281250 Penalty: 814.037170
	Iteration 10Q: 3 clusters Score -394782.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -394789.281250 Penalty: 814.037170
	Iteration 11Q: 3 clusters Score -394789.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -394796.156250 Penalty: 814.037170
	Iteration 12Q: 3 clusters Score -394796.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -394800.156250 Penalty: 814.037170
	Iteration 13Q: 3 clusters Score -394800.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -394803.781250 Penalty: 814.037170
	Iteration 14Q: 3 clusters Score -394803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -394805.375000 Penalty: 814.037170
	Iteration 15Q: 3 clusters Score -394805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -394806.468750 Penalty: 814.037170
	Iteration 16Q: 3 clusters Score -394806.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -394808.031250 Penalty: 814.037170
	Iteration 17Q: 3 clusters Score -394808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -394808.125000 Penalty: 814.037170
	Iteration 18Q: 3 clusters Score -394808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -394809.062500 Penalty: 814.037170
	Iteration 19Q: 3 clusters Score -394809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -394808.593750 Penalty: 814.037170
	Iteration 20F: 3 clusters Score -394808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -394809.375000 Penalty: 814.037170
	Iteration 21Q: 3 clusters Score -394809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -394809.968750 Penalty: 814.037170
	Iteration 22Q: 3 clusters Score -394810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -394810.406250 Penalty: 814.037170
	Iteration 23Q: 3 clusters Score -394810.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -394810.406250 Penalty: 814.037170
	Iteration 24F: 3 clusters Score -394810.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (97672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97672 members 
Entering Unmasked Estep 
Score: -5117858.000000 Penalty: 522.766357
	Iteration 0F: 2 clusters Score -5117858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -5053013.500000 Penalty: 1045.532715
	Iteration 0F: 3 clusters Score -5053014 nChanged 47860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -5081568.000000 Penalty: 1045.532715
	Iteration 1F: 3 clusters Score -5081568 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5082408.500000 Penalty: 1045.532715
	Iteration 2Q: 3 clusters Score -5082408 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -5083331.000000 Penalty: 1045.532715
	Iteration 3Q: 3 clusters Score -5083331 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5084556.500000 Penalty: 1045.532715
	Iteration 4Q: 3 clusters Score -5084556 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -5086425.000000 Penalty: 1045.532715
	Iteration 5Q: 3 clusters Score -5086425 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -5089194.000000 Penalty: 1045.532715
	Iteration 6F: 3 clusters Score -5089194 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -5093416.500000 Penalty: 1045.532715
	Iteration 7F: 3 clusters Score -5093416 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -5099040.500000 Penalty: 1045.532715
	Iteration 8F: 3 clusters Score -5099040 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -5104789.500000 Penalty: 1045.532715
	Iteration 9F: 3 clusters Score -5104790 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5109268.500000 Penalty: 1045.532715
	Iteration 10F: 3 clusters Score -5109268 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90239 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -5111987.000000 Penalty: 1045.532715
	Iteration 11Q: 3 clusters Score -5111987 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -5113706.500000 Penalty: 1045.532715
	Iteration 12Q: 3 clusters Score -5113706 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94359 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5114983.000000 Penalty: 1045.532715
	Iteration 13Q: 3 clusters Score -5114983 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5115899.500000 Penalty: 1045.532715
	Iteration 14Q: 3 clusters Score -5115900 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5116529.500000 Penalty: 1045.532715
	Iteration 15Q: 3 clusters Score -5116530 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96961 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5116874.000000 Penalty: 1045.532715
	Iteration 16Q: 3 clusters Score -5116874 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5117062.000000 Penalty: 1045.532715
	Iteration 17Q: 3 clusters Score -5117062 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97399 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5117200.000000 Penalty: 1045.532715
	Iteration 18Q: 3 clusters Score -5117200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97482 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5117274.500000 Penalty: 1045.532715
	Iteration 19Q: 3 clusters Score -5117274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97514 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5117300.500000 Penalty: 1045.532715
	Iteration 20F: 3 clusters Score -5117300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97528 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5117313.500000 Penalty: 1045.532715
	Iteration 21Q: 3 clusters Score -5117314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5117317.500000 Penalty: 1045.532715
	Iteration 22Q: 3 clusters Score -5117318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97541 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5117320.500000 Penalty: 1045.532715
	Iteration 23Q: 3 clusters Score -5117320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5117320.000000 Penalty: 1045.532715
	Iteration 24Q: 3 clusters Score -5117320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97543 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5117322.000000 Penalty: 1045.532715
	Iteration 25Q: 3 clusters Score -5117322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5117326.500000 Penalty: 1045.532715
	Iteration 26Q: 3 clusters Score -5117326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5117333.500000 Penalty: 1045.532715
	Iteration 27Q: 3 clusters Score -5117334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97555 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5117344.000000 Penalty: 1045.532715
	Iteration 28Q: 3 clusters Score -5117344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5117346.500000 Penalty: 1045.532715
	Iteration 29Q: 3 clusters Score -5117346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5117350.000000 Penalty: 1045.532715
	Iteration 30Q: 3 clusters Score -5117350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5117354.500000 Penalty: 1045.532715
	Iteration 31Q: 3 clusters Score -5117354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5117362.000000 Penalty: 1045.532715
	Iteration 32Q: 3 clusters Score -5117362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97574 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5117369.000000 Penalty: 1045.532715
	Iteration 33Q: 3 clusters Score -5117369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5117372.500000 Penalty: 1045.532715
	Iteration 34Q: 3 clusters Score -5117372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5117382.000000 Penalty: 1045.532715
	Iteration 35Q: 3 clusters Score -5117382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5117399.000000 Penalty: 1045.532715
	Iteration 36Q: 3 clusters Score -5117399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5117395.000000 Penalty: 1045.532715
	Iteration 37Q: 3 clusters Score -5117395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5117395.000000 Penalty: 1045.532715
	Iteration 38F: 3 clusters Score -5117395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Entering Unmasked Estep 
Score: -402712.125000 Penalty: 405.462372
	Iteration 0F: 2 clusters Score -402712.1 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 3677 members 
Entering Unmasked Estep 
Score: -397774.000000 Penalty: 810.924744
	Iteration 0F: 3 clusters Score -397774 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -399669.281250 Penalty: 810.924744
	Iteration 1F: 3 clusters Score -399669.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -399809.562500 Penalty: 810.924744
	Iteration 2F: 3 clusters Score -399809.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -399949.562500 Penalty: 810.924744
	Iteration 3Q: 3 clusters Score -399949.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -400113.468750 Penalty: 810.924744
	Iteration 4Q: 3 clusters Score -400113.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -400305.343750 Penalty: 810.924744
	Iteration 5F: 3 clusters Score -400305.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -400529.687500 Penalty: 810.924744
	Iteration 6F: 3 clusters Score -400529.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -400881.343750 Penalty: 810.924744
	Iteration 7F: 3 clusters Score -400881.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -401335.843750 Penalty: 810.924744
	Iteration 8F: 3 clusters Score -401335.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -401780.281250 Penalty: 810.924744
	Iteration 9F: 3 clusters Score -401780.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -402169.562500 Penalty: 810.924744
	Iteration 10Q: 3 clusters Score -402169.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -402384.843750 Penalty: 810.924744
	Iteration 11Q: 3 clusters Score -402384.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -402481.750000 Penalty: 810.924744
	Iteration 12Q: 3 clusters Score -402481.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -402535.750000 Penalty: 810.924744
	Iteration 13Q: 3 clusters Score -402535.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -402566.156250 Penalty: 810.924744
	Iteration 14Q: 3 clusters Score -402566.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -402580.625000 Penalty: 810.924744
	Iteration 15Q: 3 clusters Score -402580.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -402589.812500 Penalty: 810.924744
	Iteration 16Q: 3 clusters Score -402589.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -402596.375000 Penalty: 810.924744
	Iteration 17Q: 3 clusters Score -402596.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -402601.312500 Penalty: 810.924744
	Iteration 18Q: 3 clusters Score -402601.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -402606.468750 Penalty: 810.924744
	Iteration 19Q: 3 clusters Score -402606.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -402609.875000 Penalty: 810.924744
	Iteration 20F: 3 clusters Score -402609.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -402611.406250 Penalty: 810.924744
	Iteration 21Q: 3 clusters Score -402611.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -402612.937500 Penalty: 810.924744
	Iteration 22Q: 3 clusters Score -402612.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -402613.218750 Penalty: 810.924744
	Iteration 23Q: 3 clusters Score -402613.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -402613.437500 Penalty: 810.924744
	Iteration 24Q: 3 clusters Score -402613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -402614.656250 Penalty: 810.924744
	Iteration 25Q: 3 clusters Score -402614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -402613.656250 Penalty: 810.924744
	Iteration 26Q: 3 clusters Score -402613.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -402613.218750 Penalty: 810.924744
	Iteration 27Q: 3 clusters Score -402613.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -402613.218750 Penalty: 810.924744
	Iteration 28F: 3 clusters Score -402613.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (22339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Entering Unmasked Estep 
Score: -1219417.250000 Penalty: 455.641083
	Iteration 0F: 2 clusters Score -1219417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1204555.125000 Penalty: 911.282166
	Iteration 0F: 3 clusters Score -1204555 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1210707.750000 Penalty: 911.282166
	Iteration 1F: 3 clusters Score -1210708 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1210950.000000 Penalty: 911.282166
	Iteration 2Q: 3 clusters Score -1210950 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1211227.375000 Penalty: 911.282166
	Iteration 3Q: 3 clusters Score -1211227 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1211592.125000 Penalty: 911.282166
	Iteration 4Q: 3 clusters Score -1211592 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1212062.375000 Penalty: 911.282166
	Iteration 5Q: 3 clusters Score -1212062 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1212838.500000 Penalty: 911.282166
	Iteration 6Q: 3 clusters Score -1212838 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1214102.625000 Penalty: 911.282166
	Iteration 7F: 3 clusters Score -1214103 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1215612.250000 Penalty: 911.282166
	Iteration 8F: 3 clusters Score -1215612 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1216937.625000 Penalty: 911.282166
	Iteration 9F: 3 clusters Score -1216938 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1217876.750000 Penalty: 911.282166
	Iteration 10F: 3 clusters Score -1217877 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1218382.750000 Penalty: 911.282166
	Iteration 11Q: 3 clusters Score -1218383 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1218712.375000 Penalty: 911.282166
	Iteration 12Q: 3 clusters Score -1218712 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1218899.875000 Penalty: 911.282166
	Iteration 13Q: 3 clusters Score -1218900 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1219009.000000 Penalty: 911.282166
	Iteration 14Q: 3 clusters Score -1219009 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1219067.625000 Penalty: 911.282166
	Iteration 15Q: 3 clusters Score -1219068 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1219098.000000 Penalty: 911.282166
	Iteration 16Q: 3 clusters Score -1219098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1219104.750000 Penalty: 911.282166
	Iteration 17Q: 3 clusters Score -1219105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1219108.625000 Penalty: 911.282166
	Iteration 18Q: 3 clusters Score -1219109 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1219114.625000 Penalty: 911.282166
	Iteration 19Q: 3 clusters Score -1219115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1219112.375000 Penalty: 911.282166
	Iteration 20F: 3 clusters Score -1219112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1219115.625000 Penalty: 911.282166
	Iteration 21Q: 3 clusters Score -1219116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1219115.250000 Penalty: 911.282166
	Iteration 22Q: 3 clusters Score -1219115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1219116.250000 Penalty: 911.282166
	Iteration 23Q: 3 clusters Score -1219116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1219116.250000 Penalty: 911.282166
	Iteration 24F: 3 clusters Score -1219116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (82417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Entering Unmasked Estep 
Score: -4513551.000000 Penalty: 515.039368
	Iteration 0F: 2 clusters Score -4513551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -4458381.000000 Penalty: 1030.078735
	Iteration 0F: 3 clusters Score -4458381 nChanged 40075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -4482265.500000 Penalty: 1030.078735
	Iteration 1F: 3 clusters Score -4482266 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -4482916.000000 Penalty: 1030.078735
	Iteration 2Q: 3 clusters Score -4482916 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -4483749.500000 Penalty: 1030.078735
	Iteration 3Q: 3 clusters Score -4483750 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4485038.500000 Penalty: 1030.078735
	Iteration 4Q: 3 clusters Score -4485038 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4487051.500000 Penalty: 1030.078735
	Iteration 5F: 3 clusters Score -4487052 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -4490242.000000 Penalty: 1030.078735
	Iteration 6F: 3 clusters Score -4490242 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -4494444.500000 Penalty: 1030.078735
	Iteration 7F: 3 clusters Score -4494444 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4498815.500000 Penalty: 1030.078735
	Iteration 8F: 3 clusters Score -4498816 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -4501870.500000 Penalty: 1030.078735
	Iteration 9Q: 3 clusters Score -4501870 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -4503711.000000 Penalty: 1030.078735
	Iteration 10Q: 3 clusters Score -4503711 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -4504950.000000 Penalty: 1030.078735
	Iteration 11Q: 3 clusters Score -4504950 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -4506192.500000 Penalty: 1030.078735
	Iteration 12Q: 3 clusters Score -4506192 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4507313.500000 Penalty: 1030.078735
	Iteration 13Q: 3 clusters Score -4507314 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -4508547.500000 Penalty: 1030.078735
	Iteration 14Q: 3 clusters Score -4508548 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4509744.500000 Penalty: 1030.078735
	Iteration 15Q: 3 clusters Score -4509744 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4510797.500000 Penalty: 1030.078735
	Iteration 16Q: 3 clusters Score -4510798 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80621 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4511690.000000 Penalty: 1030.078735
	Iteration 17Q: 3 clusters Score -4511690 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81437 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4512355.000000 Penalty: 1030.078735
	Iteration 18Q: 3 clusters Score -4512355 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4512733.500000 Penalty: 1030.078735
	Iteration 19Q: 3 clusters Score -4512734 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4512936.000000 Penalty: 1030.078735
	Iteration 20F: 3 clusters Score -4512936 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4513024.000000 Penalty: 1030.078735
	Iteration 21Q: 3 clusters Score -4513024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4513040.000000 Penalty: 1030.078735
	Iteration 22Q: 3 clusters Score -4513040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4513060.500000 Penalty: 1030.078735
	Iteration 23Q: 3 clusters Score -4513060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4513060.000000 Penalty: 1030.078735
	Iteration 24Q: 3 clusters Score -4513060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4513074.000000 Penalty: 1030.078735
	Iteration 25Q: 3 clusters Score -4513074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4513081.000000 Penalty: 1030.078735
	Iteration 26Q: 3 clusters Score -4513081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4513089.000000 Penalty: 1030.078735
	Iteration 27Q: 3 clusters Score -4513089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -4513093.000000 Penalty: 1030.078735
	Iteration 28Q: 3 clusters Score -4513093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4513097.500000 Penalty: 1030.078735
	Iteration 29Q: 3 clusters Score -4513098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82364 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4513097.500000 Penalty: 1030.078735
	Iteration 30Q: 3 clusters Score -4513098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4513100.000000 Penalty: 1030.078735
	Iteration 31Q: 3 clusters Score -4513100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4513100.000000 Penalty: 1030.078735
	Iteration 32F: 3 clusters Score -4513100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Entering Unmasked Estep 
Score: -333700.531250 Penalty: 400.692291
	Iteration 0F: 2 clusters Score -333700.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -329232.250000 Penalty: 801.384583
	Iteration 0F: 3 clusters Score -329232.2 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -330935.468750 Penalty: 801.384583
	Iteration 1F: 3 clusters Score -330935.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -331066.500000 Penalty: 801.384583
	Iteration 2F: 3 clusters Score -331066.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -331195.218750 Penalty: 801.384583
	Iteration 3Q: 3 clusters Score -331195.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -331347.593750 Penalty: 801.384583
	Iteration 4Q: 3 clusters Score -331347.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -331537.625000 Penalty: 801.384583
	Iteration 5Q: 3 clusters Score -331537.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -331742.187500 Penalty: 801.384583
	Iteration 6Q: 3 clusters Score -331742.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -331948.843750 Penalty: 801.384583
	Iteration 7Q: 3 clusters Score -331948.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -332167.625000 Penalty: 801.384583
	Iteration 8Q: 3 clusters Score -332167.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -332339.093750 Penalty: 801.384583
	Iteration 9Q: 3 clusters Score -332339.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -332501.343750 Penalty: 801.384583
	Iteration 10Q: 3 clusters Score -332501.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -332657.218750 Penalty: 801.384583
	Iteration 11Q: 3 clusters Score -332657.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -332790.937500 Penalty: 801.384583
	Iteration 12Q: 3 clusters Score -332790.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -332911.156250 Penalty: 801.384583
	Iteration 13Q: 3 clusters Score -332911.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -333040.093750 Penalty: 801.384583
	Iteration 14Q: 3 clusters Score -333040.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -333141.218750 Penalty: 801.384583
	Iteration 15Q: 3 clusters Score -333141.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -333216.093750 Penalty: 801.384583
	Iteration 16Q: 3 clusters Score -333216.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -333264.250000 Penalty: 801.384583
	Iteration 17Q: 3 clusters Score -333264.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -333287.812500 Penalty: 801.384583
	Iteration 18Q: 3 clusters Score -333287.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -333312.562500 Penalty: 801.384583
	Iteration 19Q: 3 clusters Score -333312.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -333323.500000 Penalty: 801.384583
	Iteration 20F: 3 clusters Score -333323.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -333334.875000 Penalty: 801.384583
	Iteration 21Q: 3 clusters Score -333334.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -333339.406250 Penalty: 801.384583
	Iteration 22Q: 3 clusters Score -333339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -333343.031250 Penalty: 801.384583
	Iteration 23Q: 3 clusters Score -333343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -333345.656250 Penalty: 801.384583
	Iteration 24Q: 3 clusters Score -333345.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -333349.468750 Penalty: 801.384583
	Iteration 25Q: 3 clusters Score -333349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -333352.750000 Penalty: 801.384583
	Iteration 26Q: 3 clusters Score -333352.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -333355.250000 Penalty: 801.384583
	Iteration 27Q: 3 clusters Score -333355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -333357.781250 Penalty: 801.384583
	Iteration 28Q: 3 clusters Score -333357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -333360.593750 Penalty: 801.384583
	Iteration 29Q: 3 clusters Score -333360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -333364.218750 Penalty: 801.384583
	Iteration 30Q: 3 clusters Score -333364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -333365.218750 Penalty: 801.384583
	Iteration 31Q: 3 clusters Score -333365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -333365.218750 Penalty: 801.384583
	Iteration 32F: 3 clusters Score -333365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -38953.925781 Penalty: 298.268738
	Iteration 0F: 2 clusters Score -38953.93 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 355 members 
Entering Unmasked Estep 
Score: -38324.222656 Penalty: 596.537476
	Iteration 0F: 3 clusters Score -38324.22 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -38488.203125 Penalty: 596.537476
	Iteration 1F: 3 clusters Score -38488.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -38532.949219 Penalty: 596.537476
	Iteration 2F: 3 clusters Score -38532.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -38556.085938 Penalty: 596.537476
	Iteration 3F: 3 clusters Score -38556.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -38573.675781 Penalty: 596.537476
	Iteration 4Q: 3 clusters Score -38573.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -38587.910156 Penalty: 596.537476
	Iteration 5Q: 3 clusters Score -38587.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -38598.042969 Penalty: 596.537476
	Iteration 6Q: 3 clusters Score -38598.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -38606.203125 Penalty: 596.537476
	Iteration 7Q: 3 clusters Score -38606.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -38614.222656 Penalty: 596.537476
	Iteration 8Q: 3 clusters Score -38614.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -38624.234375 Penalty: 596.537476
	Iteration 9Q: 3 clusters Score -38624.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -38634.871094 Penalty: 596.537476
	Iteration 10Q: 3 clusters Score -38634.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38645.406250 Penalty: 596.537476
	Iteration 11Q: 3 clusters Score -38645.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -38654.160156 Penalty: 596.537476
	Iteration 12Q: 3 clusters Score -38654.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -38657.789062 Penalty: 596.537476
	Iteration 13Q: 3 clusters Score -38657.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -38661.730469 Penalty: 596.537476
	Iteration 14Q: 3 clusters Score -38661.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -38665.199219 Penalty: 596.537476
	Iteration 15Q: 3 clusters Score -38665.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -38668.863281 Penalty: 596.537476
	Iteration 16Q: 3 clusters Score -38668.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -38672.695312 Penalty: 596.537476
	Iteration 17Q: 3 clusters Score -38672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -38674.644531 Penalty: 596.537476
	Iteration 18Q: 3 clusters Score -38674.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -38677.390625 Penalty: 596.537476
	Iteration 19Q: 3 clusters Score -38677.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -38680.390625 Penalty: 596.537476
	Iteration 20F: 3 clusters Score -38680.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -38683.097656 Penalty: 596.537476
	Iteration 21Q: 3 clusters Score -38683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -38684.105469 Penalty: 596.537476
	Iteration 22Q: 3 clusters Score -38684.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -38685.511719 Penalty: 596.537476
	Iteration 23Q: 3 clusters Score -38685.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -38687.066406 Penalty: 596.537476
	Iteration 24Q: 3 clusters Score -38687.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -38687.066406 Penalty: 596.537476
	Iteration 25F: 3 clusters Score -38687.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (174381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174381 members 
Entering Unmasked Estep 
Score: -8950561.000000 Penalty: 549.139404
	Iteration 0F: 2 clusters Score -8950561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -8839087.000000 Penalty: 1098.278809
	Iteration 0F: 3 clusters Score -8839087 nChanged 85728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71804 members 
Mstep: Class 2 contains 102577 members 
Entering Unmasked Estep 
Score: -8893161.000000 Penalty: 1098.278809
	Iteration 1F: 3 clusters Score -8893161 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -8897561.000000 Penalty: 1098.278809
	Iteration 2F: 3 clusters Score -8897561 nChanged 12318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 122649 members 
Entering Unmasked Estep 
Score: -8905339.000000 Penalty: 1098.278809
	Iteration 3F: 3 clusters Score -8905339 nChanged 15157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 137642 members 
Entering Unmasked Estep 
Score: -8918213.000000 Penalty: 1098.278809
	Iteration 4F: 3 clusters Score -8918213 nChanged 15923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 153537 members 
Entering Unmasked Estep 
Score: -8934335.000000 Penalty: 1098.278809
	Iteration 5F: 3 clusters Score -8934335 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 165705 members 
Entering Unmasked Estep 
Score: -8944750.000000 Penalty: 1098.278809
	Iteration 6F: 3 clusters Score -8944750 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 171733 members 
Entering Unmasked Estep 
Score: -8948769.000000 Penalty: 1098.278809
	Iteration 7Q: 3 clusters Score -8948769 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 173644 members 
Entering Unmasked Estep 
Score: -8949717.000000 Penalty: 1098.278809
	Iteration 8Q: 3 clusters Score -8949717 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -8950016.000000 Penalty: 1098.278809
	Iteration 9Q: 3 clusters Score -8950016 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 174268 members 
Entering Unmasked Estep 
Score: -8950033.000000 Penalty: 1098.278809
	Iteration 10Q: 3 clusters Score -8950033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 174300 members 
Entering Unmasked Estep 
Score: -8950060.000000 Penalty: 1098.278809
	Iteration 11Q: 3 clusters Score -8950060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 174315 members 
Entering Unmasked Estep 
Score: -8950072.000000 Penalty: 1098.278809
	Iteration 12Q: 3 clusters Score -8950072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 174317 members 
Entering Unmasked Estep 
Score: -8950083.000000 Penalty: 1098.278809
	Iteration 13Q: 3 clusters Score -8950083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 174318 members 
Entering Unmasked Estep 
Score: -8950085.000000 Penalty: 1098.278809
	Iteration 14Q: 3 clusters Score -8950085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 174321 members 
Entering Unmasked Estep 
Score: -8950089.000000 Penalty: 1098.278809
	Iteration 15Q: 3 clusters Score -8950089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 174321 members 
Entering Unmasked Estep 
Score: -8950095.000000 Penalty: 1098.278809
	Iteration 16Q: 3 clusters Score -8950095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 174321 members 
Entering Unmasked Estep 
Score: -8950092.000000 Penalty: 1098.278809
	Iteration 17Q: 3 clusters Score -8950092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 174322 members 
Entering Unmasked Estep 
Score: -8950093.000000 Penalty: 1098.278809
	Iteration 18Q: 3 clusters Score -8950093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 174323 members 
Entering Unmasked Estep 
Score: -8950095.000000 Penalty: 1098.278809
	Iteration 19Q: 3 clusters Score -8950095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 174324 members 
Entering Unmasked Estep 
Score: -8950096.000000 Penalty: 1098.278809
	Iteration 20F: 3 clusters Score -8950096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 22167 members 
Mstep: Class 3 contains 96196 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 17271 members 
Mstep: Class 7 contains 87653 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 54904 members 
Mstep: Class 10 contains 40964 members 
Mstep: Class 11 contains 15819 members 
Mstep: Class 12 contains 83218 members 
Mstep: Class 13 contains 478 members 
Mstep: Class 14 contains 13472 members 
Mstep: Class 15 contains 10202 members 
Mstep: Class 16 contains 60514 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 2391 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 28642 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 85457 members 
Mstep: Class 24 contains 10452 members 
Mstep: Class 25 contains 89418 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 11363 members 
Mstep: Class 28 contains 115259 members 
Mstep: Class 29 contains 85798 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 27235 members 
Mstep: Class 32 contains 16186 members 
Mstep: Class 33 contains 96 members 
Mstep: Class 35 contains 131030 members 
Mstep: Class 36 contains 81645 members 
Mstep: Class 37 contains 14994 members 
Mstep: Class 38 contains 7673 members 
Mstep: Class 39 contains 97672 members 
Mstep: Class 40 contains 7415 members 
Mstep: Class 41 contains 22339 members 
Mstep: Class 42 contains 82417 members 
Mstep: Class 43 contains 6677 members 
Mstep: Class 44 contains 703 members 
Mstep: Class 45 contains 174381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87396032.000000 Penalty: 30063.429688
Iteration 479Q: 47 clusters Score -8.739603e+07 nChanged 19988
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 22126 members 
Mstep: Class 3 contains 96312 members 
Mstep: Class 4 contains 2173 members 
Mstep: Class 5 contains 3960 members 
Mstep: Class 6 contains 17303 members 
Mstep: Class 7 contains 87653 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 54850 members 
Mstep: Class 10 contains 41442 members 
Mstep: Class 11 contains 16160 members 
Mstep: Class 12 contains 87045 members 
Mstep: Class 13 contains 450 members 
Mstep: Class 14 contains 14164 members 
Mstep: Class 15 contains 10241 members 
Mstep: Class 16 contains 60478 members 
Mstep: Class 17 contains 1862 members 
Mstep: Class 18 contains 1142 members 
Mstep: Class 19 contains 2379 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 28733 members 
Mstep: Class 22 contains 3837 members 
Mstep: Class 23 contains 85348 members 
Mstep: Class 24 contains 10401 members 
Mstep: Class 25 contains 89541 members 
Mstep: Class 26 contains 1682 members 
Mstep: Class 27 contains 11085 members 
Mstep: Class 28 contains 116615 members 
Mstep: Class 29 contains 85990 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 27210 members 
Mstep: Class 32 contains 16175 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 76033 members 
Mstep: Class 35 contains 131838 members 
Mstep: Class 36 contains 81930 members 
Mstep: Class 37 contains 15013 members 
Mstep: Class 38 contains 7684 members 
Mstep: Class 39 contains 96347 members 
Mstep: Class 40 contains 7412 members 
Mstep: Class 41 contains 22364 members 
Mstep: Class 42 contains 82446 members 
Mstep: Class 43 contains 6717 members 
Mstep: Class 44 contains 699 members 
Mstep: Class 45 contains 170861 members 
Mstep: Class 46 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403136.000000 Penalty: 30063.429688
Iteration 480F: 47 clusters Score -8.740314e+07 nChanged 23322
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 22051 members 
Mstep: Class 3 contains 95716 members 
Mstep: Class 4 contains 2153 members 
Mstep: Class 5 contains 3906 members 
Mstep: Class 6 contains 17320 members 
Mstep: Class 7 contains 87589 members 
Mstep: Class 8 contains 8887 members 
Mstep: Class 9 contains 54689 members 
Mstep: Class 10 contains 41441 members 
Mstep: Class 11 contains 16393 members 
Mstep: Class 12 contains 90467 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 14817 members 
Mstep: Class 15 contains 10072 members 
Mstep: Class 16 contains 60438 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 2359 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 28800 members 
Mstep: Class 22 contains 3848 members 
Mstep: Class 23 contains 84713 members 
Mstep: Class 24 contains 10316 members 
Mstep: Class 25 contains 89588 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 10922 members 
Mstep: Class 28 contains 117301 members 
Mstep: Class 29 contains 86029 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 27180 members 
Mstep: Class 32 contains 16139 members 
Mstep: Class 33 contains 93 members 
Mstep: Class 34 contains 81852 members 
Mstep: Class 35 contains 127547 members 
Mstep: Class 36 contains 82103 members 
Mstep: Class 37 contains 15010 members 
Mstep: Class 38 contains 7666 members 
Mstep: Class 39 contains 94525 members 
Mstep: Class 40 contains 7407 members 
Mstep: Class 41 contains 22389 members 
Mstep: Class 42 contains 82481 members 
Mstep: Class 43 contains 6737 members 
Mstep: Class 44 contains 704 members 
Mstep: Class 45 contains 167648 members 
Mstep: Class 46 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406992.000000 Penalty: 30063.429688
Iteration 481Q: 47 clusters Score -8.740699e+07 nChanged 21407
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 21951 members 
Mstep: Class 3 contains 95288 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 17332 members 
Mstep: Class 7 contains 87525 members 
Mstep: Class 8 contains 8886 members 
Mstep: Class 9 contains 54471 members 
Mstep: Class 10 contains 41265 members 
Mstep: Class 11 contains 16580 members 
Mstep: Class 12 contains 95704 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 15449 members 
Mstep: Class 15 contains 9920 members 
Mstep: Class 16 contains 60400 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 1145 members 
Mstep: Class 19 contains 2337 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 28862 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 83371 members 
Mstep: Class 24 contains 10268 members 
Mstep: Class 25 contains 89638 members 
Mstep: Class 26 contains 1704 members 
Mstep: Class 27 contains 10843 members 
Mstep: Class 28 contains 117850 members 
Mstep: Class 29 contains 86075 members 
Mstep: Class 30 contains 1265 members 
Mstep: Class 31 contains 27139 members 
Mstep: Class 32 contains 16122 members 
Mstep: Class 33 contains 92 members 
Mstep: Class 34 contains 87874 members 
Mstep: Class 35 contains 122123 members 
Mstep: Class 36 contains 82230 members 
Mstep: Class 37 contains 15012 members 
Mstep: Class 38 contains 7654 members 
Mstep: Class 39 contains 92870 members 
Mstep: Class 40 contains 7397 members 
Mstep: Class 41 contains 22409 members 
Mstep: Class 42 contains 82514 members 
Mstep: Class 43 contains 6741 members 
Mstep: Class 44 contains 715 members 
Mstep: Class 45 contains 164342 members 
Mstep: Class 46 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410728.000000 Penalty: 30063.429688
Iteration 482Q: 47 clusters Score -8.741073e+07 nChanged 23837
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 21814 members 
Mstep: Class 3 contains 94878 members 
Mstep: Class 4 contains 2094 members 
Mstep: Class 5 contains 3829 members 
Mstep: Class 6 contains 17345 members 
Mstep: Class 7 contains 87375 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 54243 members 
Mstep: Class 10 contains 41057 members 
Mstep: Class 11 contains 16758 members 
Mstep: Class 12 contains 102501 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 16009 members 
Mstep: Class 15 contains 9815 members 
Mstep: Class 16 contains 60402 members 
Mstep: Class 17 contains 2281 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 2325 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 28935 members 
Mstep: Class 22 contains 3871 members 
Mstep: Class 23 contains 81267 members 
Mstep: Class 24 contains 10227 members 
Mstep: Class 25 contains 89674 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 10856 members 
Mstep: Class 28 contains 118292 members 
Mstep: Class 29 contains 86106 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 27097 members 
Mstep: Class 32 contains 16091 members 
Mstep: Class 33 contains 93 members 
Mstep: Class 34 contains 95707 members 
Mstep: Class 35 contains 114489 members 
Mstep: Class 36 contains 82348 members 
Mstep: Class 37 contains 15007 members 
Mstep: Class 38 contains 7648 members 
Mstep: Class 39 contains 91225 members 
Mstep: Class 40 contains 7389 members 
Mstep: Class 41 contains 22424 members 
Mstep: Class 42 contains 82588 members 
Mstep: Class 43 contains 6747 members 
Mstep: Class 44 contains 726 members 
Mstep: Class 45 contains 160848 members 
Mstep: Class 46 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412056.000000 Penalty: 30063.429688
Iteration 483Q: 47 clusters Score -8.741206e+07 nChanged 27165
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 21694 members 
Mstep: Class 3 contains 94585 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 87260 members 
Mstep: Class 8 contains 8888 members 
Mstep: Class 9 contains 54022 members 
Mstep: Class 10 contains 40820 members 
Mstep: Class 11 contains 16845 members 
Mstep: Class 12 contains 110640 members 
Mstep: Class 13 contains 399 members 
Mstep: Class 14 contains 16516 members 
Mstep: Class 15 contains 9713 members 
Mstep: Class 16 contains 60394 members 
Mstep: Class 17 contains 2365 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 2324 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 28986 members 
Mstep: Class 22 contains 3885 members 
Mstep: Class 23 contains 78465 members 
Mstep: Class 24 contains 10211 members 
Mstep: Class 25 contains 89750 members 
Mstep: Class 26 contains 1713 members 
Mstep: Class 27 contains 10923 members 
Mstep: Class 28 contains 118674 members 
Mstep: Class 29 contains 86123 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 27081 members 
Mstep: Class 32 contains 16090 members 
Mstep: Class 33 contains 93 members 
Mstep: Class 34 contains 105334 members 
Mstep: Class 35 contains 104464 members 
Mstep: Class 36 contains 82470 members 
Mstep: Class 37 contains 15002 members 
Mstep: Class 38 contains 7650 members 
Mstep: Class 39 contains 89533 members 
Mstep: Class 40 contains 7389 members 
Mstep: Class 41 contains 22431 members 
Mstep: Class 42 contains 82595 members 
Mstep: Class 43 contains 6745 members 
Mstep: Class 44 contains 741 members 
Mstep: Class 45 contains 157305 members 
Mstep: Class 46 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411384.000000 Penalty: 30063.429688
Iteration 484Q: 47 clusters Score -8.741138e+07 nChanged 31249
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 21582 members 
Mstep: Class 3 contains 94231 members 
Mstep: Class 4 contains 2062 members 
Mstep: Class 5 contains 3795 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 87204 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 53819 members 
Mstep: Class 10 contains 40486 members 
Mstep: Class 11 contains 16842 members 
Mstep: Class 12 contains 120300 members 
Mstep: Class 13 contains 393 members 
Mstep: Class 14 contains 16952 members 
Mstep: Class 15 contains 9682 members 
Mstep: Class 16 contains 60368 members 
Mstep: Class 17 contains 2447 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 2319 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 29046 members 
Mstep: Class 22 contains 3879 members 
Mstep: Class 23 contains 74728 members 
Mstep: Class 24 contains 10169 members 
Mstep: Class 25 contains 89848 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 11120 members 
Mstep: Class 28 contains 118912 members 
Mstep: Class 29 contains 86149 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 27061 members 
Mstep: Class 32 contains 16081 members 
Mstep: Class 33 contains 93 members 
Mstep: Class 34 contains 116667 members 
Mstep: Class 35 contains 92082 members 
Mstep: Class 36 contains 82598 members 
Mstep: Class 37 contains 14996 members 
Mstep: Class 38 contains 7663 members 
Mstep: Class 39 contains 87783 members 
Mstep: Class 40 contains 7392 members 
Mstep: Class 41 contains 22433 members 
Mstep: Class 42 contains 82607 members 
Mstep: Class 43 contains 6742 members 
Mstep: Class 44 contains 761 members 
Mstep: Class 45 contains 154108 members 
Mstep: Class 46 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409048.000000 Penalty: 30063.429688
Iteration 485Q: 47 clusters Score -8.740905e+07 nChanged 33806
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 21457 members 
Mstep: Class 3 contains 93775 members 
Mstep: Class 4 contains 2058 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 6 contains 17430 members 
Mstep: Class 7 contains 87123 members 
Mstep: Class 8 contains 8902 members 
Mstep: Class 9 contains 53619 members 
Mstep: Class 10 contains 40092 members 
Mstep: Class 11 contains 16748 members 
Mstep: Class 12 contains 131505 members 
Mstep: Class 13 contains 387 members 
Mstep: Class 14 contains 17301 members 
Mstep: Class 15 contains 9675 members 
Mstep: Class 16 contains 60374 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 2319 members 
Mstep: Class 20 contains 2543 members 
Mstep: Class 21 contains 29117 members 
Mstep: Class 22 contains 3864 members 
Mstep: Class 23 contains 70176 members 
Mstep: Class 24 contains 10105 members 
Mstep: Class 25 contains 89948 members 
Mstep: Class 26 contains 1723 members 
Mstep: Class 27 contains 11388 members 
Mstep: Class 28 contains 118952 members 
Mstep: Class 29 contains 86113 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 27054 members 
Mstep: Class 32 contains 16073 members 
Mstep: Class 33 contains 93 members 
Mstep: Class 34 contains 127603 members 
Mstep: Class 35 contains 79477 members 
Mstep: Class 36 contains 82768 members 
Mstep: Class 37 contains 14985 members 
Mstep: Class 38 contains 7702 members 
Mstep: Class 39 contains 85810 members 
Mstep: Class 40 contains 7396 members 
Mstep: Class 41 contains 22435 members 
Mstep: Class 42 contains 82603 members 
Mstep: Class 43 contains 6745 members 
Mstep: Class 44 contains 778 members 
Mstep: Class 45 contains 151485 members 
Mstep: Class 46 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403248.000000 Penalty: 30063.429688
Iteration 486Q: 47 clusters Score -8.740325e+07 nChanged 29618
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 21352 members 
Mstep: Class 3 contains 93335 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 3894 members 
Mstep: Class 6 contains 17462 members 
Mstep: Class 7 contains 87030 members 
Mstep: Class 8 contains 8915 members 
Mstep: Class 9 contains 53415 members 
Mstep: Class 10 contains 39625 members 
Mstep: Class 11 contains 16602 members 
Mstep: Class 12 contains 143385 members 
Mstep: Class 13 contains 384 members 
Mstep: Class 14 contains 17614 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 16 contains 60392 members 
Mstep: Class 17 contains 2551 members 
Mstep: Class 18 contains 1149 members 
Mstep: Class 19 contains 2309 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 29189 members 
Mstep: Class 22 contains 3832 members 
Mstep: Class 23 contains 65415 members 
Mstep: Class 24 contains 10060 members 
Mstep: Class 25 contains 90101 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 11685 members 
Mstep: Class 28 contains 118840 members 
Mstep: Class 29 contains 86083 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 27028 members 
Mstep: Class 32 contains 16035 members 
Mstep: Class 33 contains 92 members 
Mstep: Class 34 contains 132050 members 
Mstep: Class 35 contains 72363 members 
Mstep: Class 36 contains 82953 members 
Mstep: Class 37 contains 14991 members 
Mstep: Class 38 contains 7756 members 
Mstep: Class 39 contains 83642 members 
Mstep: Class 40 contains 7395 members 
Mstep: Class 41 contains 22449 members 
Mstep: Class 42 contains 82632 members 
Mstep: Class 43 contains 6747 members 
Mstep: Class 44 contains 789 members 
Mstep: Class 45 contains 149618 members 
Mstep: Class 46 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400120.000000 Penalty: 30063.429688
Iteration 487Q: 47 clusters Score -8.740012e+07 nChanged 24116
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 21268 members 
Mstep: Class 3 contains 92910 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 17505 members 
Mstep: Class 7 contains 86937 members 
Mstep: Class 8 contains 8926 members 
Mstep: Class 9 contains 53188 members 
Mstep: Class 10 contains 39075 members 
Mstep: Class 11 contains 16498 members 
Mstep: Class 12 contains 153632 members 
Mstep: Class 13 contains 383 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 9883 members 
Mstep: Class 16 contains 60399 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 29279 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 61254 members 
Mstep: Class 24 contains 10011 members 
Mstep: Class 25 contains 90268 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 12022 members 
Mstep: Class 28 contains 118726 members 
Mstep: Class 29 contains 86033 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 26993 members 
Mstep: Class 32 contains 16003 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 133184 members 
Mstep: Class 35 contains 68614 members 
Mstep: Class 36 contains 83116 members 
Mstep: Class 37 contains 14997 members 
Mstep: Class 38 contains 7830 members 
Mstep: Class 39 contains 81826 members 
Mstep: Class 40 contains 7382 members 
Mstep: Class 41 contains 22458 members 
Mstep: Class 42 contains 82638 members 
Mstep: Class 43 contains 6746 members 
Mstep: Class 44 contains 801 members 
Mstep: Class 45 contains 148428 members 
Mstep: Class 46 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87405928.000000 Penalty: 30063.429688
Iteration 488Q: 47 clusters Score -8.740593e+07 nChanged 19848
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 21167 members 
Mstep: Class 3 contains 92379 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 17543 members 
Mstep: Class 7 contains 86855 members 
Mstep: Class 8 contains 8937 members 
Mstep: Class 9 contains 52992 members 
Mstep: Class 10 contains 38368 members 
Mstep: Class 11 contains 16278 members 
Mstep: Class 12 contains 162388 members 
Mstep: Class 13 contains 383 members 
Mstep: Class 14 contains 17791 members 
Mstep: Class 15 contains 9993 members 
Mstep: Class 16 contains 60375 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 19 contains 2307 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 29340 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 58502 members 
Mstep: Class 24 contains 9925 members 
Mstep: Class 25 contains 90407 members 
Mstep: Class 26 contains 1725 members 
Mstep: Class 27 contains 12363 members 
Mstep: Class 28 contains 117951 members 
Mstep: Class 29 contains 85877 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 26956 members 
Mstep: Class 32 contains 16007 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 132225 members 
Mstep: Class 35 contains 66348 members 
Mstep: Class 36 contains 83205 members 
Mstep: Class 37 contains 15004 members 
Mstep: Class 38 contains 7907 members 
Mstep: Class 39 contains 81506 members 
Mstep: Class 40 contains 7365 members 
Mstep: Class 41 contains 22474 members 
Mstep: Class 42 contains 82616 members 
Mstep: Class 43 contains 6746 members 
Mstep: Class 44 contains 811 members 
Mstep: Class 45 contains 148092 members 
Mstep: Class 46 contains 1728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409944.000000 Penalty: 30063.429688
Iteration 489Q: 47 clusters Score -8.740994e+07 nChanged 18893
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 21092 members 
Mstep: Class 3 contains 92064 members 
Mstep: Class 4 contains 2046 members 
Mstep: Class 5 contains 4269 members 
Mstep: Class 6 contains 17580 members 
Mstep: Class 7 contains 86790 members 
Mstep: Class 8 contains 8952 members 
Mstep: Class 9 contains 52849 members 
Mstep: Class 10 contains 37825 members 
Mstep: Class 11 contains 16067 members 
Mstep: Class 12 contains 168557 members 
Mstep: Class 13 contains 383 members 
Mstep: Class 14 contains 17685 members 
Mstep: Class 15 contains 10075 members 
Mstep: Class 16 contains 60340 members 
Mstep: Class 17 contains 2418 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 2320 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 29398 members 
Mstep: Class 22 contains 3661 members 
Mstep: Class 23 contains 58302 members 
Mstep: Class 24 contains 9820 members 
Mstep: Class 25 contains 90598 members 
Mstep: Class 26 contains 1726 members 
Mstep: Class 27 contains 12751 members 
Mstep: Class 28 contains 117139 members 
Mstep: Class 29 contains 85710 members 
Mstep: Class 30 contains 1262 members 
Mstep: Class 31 contains 26898 members 
Mstep: Class 32 contains 15974 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 130128 members 
Mstep: Class 35 contains 64916 members 
Mstep: Class 36 contains 83306 members 
Mstep: Class 37 contains 15009 members 
Mstep: Class 38 contains 7999 members 
Mstep: Class 39 contains 82626 members 
Mstep: Class 40 contains 7345 members 
Mstep: Class 41 contains 22484 members 
Mstep: Class 42 contains 82581 members 
Mstep: Class 43 contains 6745 members 
Mstep: Class 44 contains 824 members 
Mstep: Class 45 contains 146377 members 
Mstep: Class 46 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406960.000000 Penalty: 30063.429688
Iteration 490Q: 47 clusters Score -8.740696e+07 nChanged 18289
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 21066 members 
Mstep: Class 3 contains 91851 members 
Mstep: Class 4 contains 2036 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 17612 members 
Mstep: Class 7 contains 86653 members 
Mstep: Class 8 contains 8963 members 
Mstep: Class 9 contains 52741 members 
Mstep: Class 10 contains 37491 members 
Mstep: Class 11 contains 15883 members 
Mstep: Class 12 contains 171522 members 
Mstep: Class 13 contains 382 members 
Mstep: Class 14 contains 17654 members 
Mstep: Class 15 contains 10161 members 
Mstep: Class 16 contains 60353 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 1159 members 
Mstep: Class 19 contains 2321 members 
Mstep: Class 20 contains 2493 members 
Mstep: Class 21 contains 29474 members 
Mstep: Class 22 contains 3611 members 
Mstep: Class 23 contains 59613 members 
Mstep: Class 24 contains 9724 members 
Mstep: Class 25 contains 90840 members 
Mstep: Class 26 contains 1726 members 
Mstep: Class 27 contains 13222 members 
Mstep: Class 28 contains 116329 members 
Mstep: Class 29 contains 85597 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 26837 members 
Mstep: Class 32 contains 15945 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 127914 members 
Mstep: Class 35 contains 63935 members 
Mstep: Class 36 contains 83337 members 
Mstep: Class 37 contains 15013 members 
Mstep: Class 38 contains 8094 members 
Mstep: Class 39 contains 84283 members 
Mstep: Class 40 contains 7328 members 
Mstep: Class 41 contains 22477 members 
Mstep: Class 42 contains 82586 members 
Mstep: Class 43 contains 6743 members 
Mstep: Class 44 contains 828 members 
Mstep: Class 45 contains 144846 members 
Mstep: Class 46 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403248.000000 Penalty: 30063.429688
Iteration 491Q: 47 clusters Score -8.740325e+07 nChanged 16805
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 21032 members 
Mstep: Class 3 contains 91740 members 
Mstep: Class 4 contains 2034 members 
Mstep: Class 5 contains 4579 members 
Mstep: Class 6 contains 17634 members 
Mstep: Class 7 contains 86501 members 
Mstep: Class 8 contains 8970 members 
Mstep: Class 9 contains 52683 members 
Mstep: Class 10 contains 37326 members 
Mstep: Class 11 contains 15755 members 
Mstep: Class 12 contains 171710 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 17644 members 
Mstep: Class 15 contains 10216 members 
Mstep: Class 16 contains 60377 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 1164 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 29551 members 
Mstep: Class 22 contains 3579 members 
Mstep: Class 23 contains 61486 members 
Mstep: Class 24 contains 9647 members 
Mstep: Class 25 contains 91098 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 13749 members 
Mstep: Class 28 contains 115551 members 
Mstep: Class 29 contains 85497 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 26771 members 
Mstep: Class 32 contains 15915 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 125667 members 
Mstep: Class 35 contains 63312 members 
Mstep: Class 36 contains 83355 members 
Mstep: Class 37 contains 14999 members 
Mstep: Class 38 contains 8157 members 
Mstep: Class 39 contains 85969 members 
Mstep: Class 40 contains 7319 members 
Mstep: Class 41 contains 22479 members 
Mstep: Class 42 contains 82617 members 
Mstep: Class 43 contains 6751 members 
Mstep: Class 44 contains 836 members 
Mstep: Class 45 contains 144680 members 
Mstep: Class 46 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400520.000000 Penalty: 30063.429688
Iteration 492Q: 47 clusters Score -8.740052e+07 nChanged 15159
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 20989 members 
Mstep: Class 3 contains 91593 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 4708 members 
Mstep: Class 6 contains 17644 members 
Mstep: Class 7 contains 86387 members 
Mstep: Class 8 contains 8978 members 
Mstep: Class 9 contains 52637 members 
Mstep: Class 10 contains 37183 members 
Mstep: Class 11 contains 15595 members 
Mstep: Class 12 contains 170408 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 17596 members 
Mstep: Class 15 contains 10255 members 
Mstep: Class 16 contains 60389 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 1167 members 
Mstep: Class 19 contains 2317 members 
Mstep: Class 20 contains 2480 members 
Mstep: Class 21 contains 29620 members 
Mstep: Class 22 contains 3566 members 
Mstep: Class 23 contains 63452 members 
Mstep: Class 24 contains 9597 members 
Mstep: Class 25 contains 91376 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 14303 members 
Mstep: Class 28 contains 114659 members 
Mstep: Class 29 contains 85403 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 26716 members 
Mstep: Class 32 contains 15909 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 123527 members 
Mstep: Class 35 contains 62885 members 
Mstep: Class 36 contains 83384 members 
Mstep: Class 37 contains 14994 members 
Mstep: Class 38 contains 8222 members 
Mstep: Class 39 contains 87490 members 
Mstep: Class 40 contains 7311 members 
Mstep: Class 41 contains 22471 members 
Mstep: Class 42 contains 82635 members 
Mstep: Class 43 contains 6755 members 
Mstep: Class 44 contains 847 members 
Mstep: Class 45 contains 145795 members 
Mstep: Class 46 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87399880.000000 Penalty: 30063.429688
Iteration 493Q: 47 clusters Score -8.739988e+07 nChanged 14135
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 20969 members 
Mstep: Class 3 contains 91400 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 17664 members 
Mstep: Class 7 contains 86276 members 
Mstep: Class 8 contains 8988 members 
Mstep: Class 9 contains 52594 members 
Mstep: Class 10 contains 36992 members 
Mstep: Class 11 contains 15427 members 
Mstep: Class 12 contains 168652 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 17482 members 
Mstep: Class 15 contains 10293 members 
Mstep: Class 16 contains 60425 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 2320 members 
Mstep: Class 20 contains 2475 members 
Mstep: Class 21 contains 29683 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 65367 members 
Mstep: Class 24 contains 9580 members 
Mstep: Class 25 contains 91667 members 
Mstep: Class 26 contains 1725 members 
Mstep: Class 27 contains 14860 members 
Mstep: Class 28 contains 113563 members 
Mstep: Class 29 contains 85324 members 
Mstep: Class 30 contains 1263 members 
Mstep: Class 31 contains 26663 members 
Mstep: Class 32 contains 15871 members 
Mstep: Class 33 contains 95 members 
Mstep: Class 34 contains 121398 members 
Mstep: Class 35 contains 62553 members 
Mstep: Class 36 contains 83380 members 
Mstep: Class 37 contains 14986 members 
Mstep: Class 38 contains 8316 members 
Mstep: Class 39 contains 88726 members 
Mstep: Class 40 contains 7299 members 
Mstep: Class 41 contains 22452 members 
Mstep: Class 42 contains 82607 members 
Mstep: Class 43 contains 6759 members 
Mstep: Class 44 contains 860 members 
Mstep: Class 45 contains 147856 members 
Mstep: Class 46 contains 1803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400800.000000 Penalty: 30063.429688
Iteration 494Q: 47 clusters Score -8.74008e+07 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 20938 members 
Mstep: Class 3 contains 91221 members 
Mstep: Class 4 contains 2046 members 
Mstep: Class 5 contains 4914 members 
Mstep: Class 6 contains 17705 members 
Mstep: Class 7 contains 86191 members 
Mstep: Class 8 contains 9003 members 
Mstep: Class 9 contains 52568 members 
Mstep: Class 10 contains 36745 members 
Mstep: Class 11 contains 15216 members 
Mstep: Class 12 contains 167175 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 17323 members 
Mstep: Class 15 contains 10341 members 
Mstep: Class 16 contains 60494 members 
Mstep: Class 17 contains 1955 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 2313 members 
Mstep: Class 20 contains 2475 members 
Mstep: Class 21 contains 29752 members 
Mstep: Class 22 contains 3557 members 
Mstep: Class 23 contains 67169 members 
Mstep: Class 24 contains 9569 members 
Mstep: Class 25 contains 91975 members 
Mstep: Class 26 contains 1725 members 
Mstep: Class 27 contains 15386 members 
Mstep: Class 28 contains 112248 members 
Mstep: Class 29 contains 85229 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 26603 members 
Mstep: Class 32 contains 15819 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 119153 members 
Mstep: Class 35 contains 62272 members 
Mstep: Class 36 contains 83302 members 
Mstep: Class 37 contains 14978 members 
Mstep: Class 38 contains 8412 members 
Mstep: Class 39 contains 89611 members 
Mstep: Class 40 contains 7289 members 
Mstep: Class 41 contains 22433 members 
Mstep: Class 42 contains 82578 members 
Mstep: Class 43 contains 6765 members 
Mstep: Class 44 contains 867 members 
Mstep: Class 45 contains 150515 members 
Mstep: Class 46 contains 1827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401432.000000 Penalty: 30063.429688
Iteration 495Q: 47 clusters Score -8.740143e+07 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 20944 members 
Mstep: Class 3 contains 91035 members 
Mstep: Class 4 contains 2052 members 
Mstep: Class 5 contains 5014 members 
Mstep: Class 6 contains 17762 members 
Mstep: Class 7 contains 86105 members 
Mstep: Class 8 contains 9010 members 
Mstep: Class 9 contains 52583 members 
Mstep: Class 10 contains 36453 members 
Mstep: Class 11 contains 14963 members 
Mstep: Class 12 contains 166367 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 17120 members 
Mstep: Class 15 contains 10391 members 
Mstep: Class 16 contains 60556 members 
Mstep: Class 17 contains 1964 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 20 contains 2477 members 
Mstep: Class 21 contains 29813 members 
Mstep: Class 22 contains 3556 members 
Mstep: Class 23 contains 68983 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 92284 members 
Mstep: Class 26 contains 1725 members 
Mstep: Class 27 contains 15871 members 
Mstep: Class 28 contains 110650 members 
Mstep: Class 29 contains 85149 members 
Mstep: Class 30 contains 1266 members 
Mstep: Class 31 contains 26537 members 
Mstep: Class 32 contains 15791 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 116877 members 
Mstep: Class 35 contains 62031 members 
Mstep: Class 36 contains 83210 members 
Mstep: Class 37 contains 14971 members 
Mstep: Class 38 contains 8498 members 
Mstep: Class 39 contains 90143 members 
Mstep: Class 40 contains 7277 members 
Mstep: Class 41 contains 22417 members 
Mstep: Class 42 contains 82522 members 
Mstep: Class 43 contains 6766 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 153193 members 
Mstep: Class 46 contains 1851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401688.000000 Penalty: 30063.429688
Iteration 496Q: 47 clusters Score -8.740169e+07 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 20974 members 
Mstep: Class 3 contains 90924 members 
Mstep: Class 4 contains 2054 members 
Mstep: Class 5 contains 5107 members 
Mstep: Class 6 contains 17809 members 
Mstep: Class 7 contains 86010 members 
Mstep: Class 8 contains 9015 members 
Mstep: Class 9 contains 52618 members 
Mstep: Class 10 contains 36142 members 
Mstep: Class 11 contains 14720 members 
Mstep: Class 12 contains 166150 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 16901 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 60602 members 
Mstep: Class 17 contains 1972 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 2330 members 
Mstep: Class 20 contains 2477 members 
Mstep: Class 21 contains 29870 members 
Mstep: Class 22 contains 3554 members 
Mstep: Class 23 contains 70945 members 
Mstep: Class 24 contains 9601 members 
Mstep: Class 25 contains 92648 members 
Mstep: Class 26 contains 1724 members 
Mstep: Class 27 contains 16200 members 
Mstep: Class 28 contains 108811 members 
Mstep: Class 29 contains 85084 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 26481 members 
Mstep: Class 32 contains 15776 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 114528 members 
Mstep: Class 35 contains 61833 members 
Mstep: Class 36 contains 83079 members 
Mstep: Class 37 contains 14963 members 
Mstep: Class 38 contains 8582 members 
Mstep: Class 39 contains 90624 members 
Mstep: Class 40 contains 7266 members 
Mstep: Class 41 contains 22409 members 
Mstep: Class 42 contains 82499 members 
Mstep: Class 43 contains 6767 members 
Mstep: Class 44 contains 867 members 
Mstep: Class 45 contains 155507 members 
Mstep: Class 46 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401192.000000 Penalty: 30063.429688
Iteration 497Q: 47 clusters Score -8.740119e+07 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 21001 members 
Mstep: Class 3 contains 90906 members 
Mstep: Class 4 contains 2057 members 
Mstep: Class 5 contains 5195 members 
Mstep: Class 6 contains 17860 members 
Mstep: Class 7 contains 85953 members 
Mstep: Class 8 contains 9026 members 
Mstep: Class 9 contains 52643 members 
Mstep: Class 10 contains 35827 members 
Mstep: Class 11 contains 14471 members 
Mstep: Class 12 contains 166095 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 16657 members 
Mstep: Class 15 contains 10452 members 
Mstep: Class 16 contains 60639 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 1165 members 
Mstep: Class 19 contains 2332 members 
Mstep: Class 20 contains 2483 members 
Mstep: Class 21 contains 29916 members 
Mstep: Class 22 contains 3550 members 
Mstep: Class 23 contains 73047 members 
Mstep: Class 24 contains 9634 members 
Mstep: Class 25 contains 93049 members 
Mstep: Class 26 contains 1723 members 
Mstep: Class 27 contains 16420 members 
Mstep: Class 28 contains 106844 members 
Mstep: Class 29 contains 85053 members 
Mstep: Class 30 contains 1269 members 
Mstep: Class 31 contains 26423 members 
Mstep: Class 32 contains 15770 members 
Mstep: Class 33 contains 94 members 
Mstep: Class 34 contains 112163 members 
Mstep: Class 35 contains 61666 members 
Mstep: Class 36 contains 82997 members 
Mstep: Class 37 contains 14962 members 
Mstep: Class 38 contains 8681 members 
Mstep: Class 39 contains 91105 members 
Mstep: Class 40 contains 7253 members 
Mstep: Class 41 contains 22401 members 
Mstep: Class 42 contains 82449 members 
Mstep: Class 43 contains 6768 members 
Mstep: Class 44 contains 867 members 
Mstep: Class 45 contains 157565 members 
Mstep: Class 46 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400912.000000 Penalty: 30063.429688
Iteration 498Q: 47 clusters Score -8.740091e+07 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 21018 members 
Mstep: Class 3 contains 91001 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 5 contains 5276 members 
Mstep: Class 6 contains 17908 members 
Mstep: Class 7 contains 85866 members 
Mstep: Class 8 contains 9033 members 
Mstep: Class 9 contains 52706 members 
Mstep: Class 10 contains 35526 members 
Mstep: Class 11 contains 14262 members 
Mstep: Class 12 contains 166039 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 16463 members 
Mstep: Class 15 contains 10483 members 
Mstep: Class 16 contains 60699 members 
Mstep: Class 17 contains 1980 members 
Mstep: Class 18 contains 1167 members 
Mstep: Class 19 contains 2348 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 29956 members 
Mstep: Class 22 contains 3540 members 
Mstep: Class 23 contains 75089 members 
Mstep: Class 24 contains 9679 members 
Mstep: Class 25 contains 93447 members 
Mstep: Class 26 contains 1721 members 
Mstep: Class 27 contains 16548 members 
Mstep: Class 28 contains 104884 members 
Mstep: Class 29 contains 85055 members 
Mstep: Class 30 contains 1270 members 
Mstep: Class 31 contains 26367 members 
Mstep: Class 32 contains 15728 members 
Mstep: Class 33 contains 93 members 
Mstep: Class 34 contains 109770 members 
Mstep: Class 35 contains 61552 members 
Mstep: Class 36 contains 82898 members 
Mstep: Class 37 contains 14960 members 
Mstep: Class 38 contains 8776 members 
Mstep: Class 39 contains 91537 members 
Mstep: Class 40 contains 7238 members 
Mstep: Class 41 contains 22404 members 
Mstep: Class 42 contains 82451 members 
Mstep: Class 43 contains 6771 members 
Mstep: Class 44 contains 865 members 
Mstep: Class 45 contains 159507 members 
Mstep: Class 46 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400288.000000 Penalty: 30063.429688
Iteration 499Q: 47 clusters Score -8.740029e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 21043 members 
Mstep: Class 3 contains 91221 members 
Mstep: Class 4 contains 2056 members 
Mstep: Class 5 contains 5362 members 
Mstep: Class 6 contains 17961 members 
Mstep: Class 7 contains 85757 members 
Mstep: Class 8 contains 9043 members 
Mstep: Class 9 contains 52815 members 
Mstep: Class 10 contains 35266 members 
Mstep: Class 11 contains 14127 members 
Mstep: Class 12 contains 165733 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 16343 members 
Mstep: Class 15 contains 10526 members 
Mstep: Class 16 contains 60790 members 
Mstep: Class 17 contains 1978 members 
Mstep: Class 18 contains 1167 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 2496 members 
Mstep: Class 21 contains 30014 members 
Mstep: Class 22 contains 3528 members 
Mstep: Class 23 contains 77050 members 
Mstep: Class 24 contains 9694 members 
Mstep: Class 25 contains 93822 members 
Mstep: Class 26 contains 1721 members 
Mstep: Class 27 contains 16605 members 
Mstep: Class 28 contains 103127 members 
Mstep: Class 29 contains 85054 members 
Mstep: Class 30 contains 1267 members 
Mstep: Class 31 contains 26305 members 
Mstep: Class 32 contains 15698 members 
Mstep: Class 33 contains 93 members 
Mstep: Class 34 contains 107491 members 
Mstep: Class 35 contains 61435 members 
Mstep: Class 36 contains 82778 members 
Mstep: Class 37 contains 14961 members 
Mstep: Class 38 contains 8849 members 
Mstep: Class 39 contains 91895 members 
Mstep: Class 40 contains 7231 members 
Mstep: Class 41 contains 22412 members 
Mstep: Class 42 contains 82470 members 
Mstep: Class 43 contains 6771 members 
Mstep: Class 44 contains 868 members 
Mstep: Class 45 contains 161274 members 
Mstep: Class 46 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406872.000000 Penalty: 30063.429688
Iteration 500F: 47 clusters Score -8.740687e+07 nChanged 21912
Maximum iterations exceeded
20->47 Clusters: Score -87406872.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 1730287 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 87342 members 
Mstep: Class 3 contains 86081 members 
Mstep: Class 4 contains 86725 members 
Mstep: Class 5 contains 86474 members 
Mstep: Class 6 contains 86627 members 
Mstep: Class 7 contains 86358 members 
Mstep: Class 8 contains 86581 members 
Mstep: Class 9 contains 86654 members 
Mstep: Class 10 contains 86577 members 
Mstep: Class 11 contains 85964 members 
Mstep: Class 12 contains 86756 members 
Mstep: Class 13 contains 86451 members 
Mstep: Class 14 contains 86182 members 
Mstep: Class 15 contains 86346 members 
Mstep: Class 16 contains 86503 members 
Mstep: Class 17 contains 85814 members 
Mstep: Class 18 contains 86557 members 
Mstep: Class 19 contains 86913 members 
Mstep: Class 20 contains 86683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 571.051208 but Gain 653.552734
Score: -82104104.000000 Penalty: 12417.503906
Iteration 0F: 20 clusters Score -8.21041e+07 nChanged 1642886
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 71645 members 
Mstep: Class 3 contains 63870 members 
Mstep: Class 4 contains 122535 members 
Mstep: Class 5 contains 102070 members 
Mstep: Class 6 contains 51005 members 
Mstep: Class 7 contains 25165 members 
Mstep: Class 8 contains 74439 members 
Mstep: Class 9 contains 87563 members 
Mstep: Class 10 contains 125185 members 
Mstep: Class 11 contains 72534 members 
Mstep: Class 13 contains 78321 members 
Mstep: Class 14 contains 50918 members 
Mstep: Class 15 contains 145428 members 
Mstep: Class 16 contains 131813 members 
Mstep: Class 17 contains 47661 members 
Mstep: Class 18 contains 77877 members 
Mstep: Class 19 contains 65591 members 
Mstep: Class 20 contains 177288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85016808.000000 Penalty: 12417.503906
Iteration 1F: 20 clusters Score -8.501681e+07 nChanged 597900
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 173722 members 
Mstep: Class 2 contains 61470 members 
Mstep: Class 3 contains 48572 members 
Mstep: Class 4 contains 167502 members 
Mstep: Class 5 contains 92691 members 
Mstep: Class 6 contains 34411 members 
Mstep: Class 7 contains 14188 members 
Mstep: Class 8 contains 63210 members 
Mstep: Class 9 contains 84627 members 
Mstep: Class 10 contains 138628 members 
Mstep: Class 11 contains 69385 members 
Mstep: Class 13 contains 97043 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 147631 members 
Mstep: Class 16 contains 163808 members 
Mstep: Class 17 contains 33803 members 
Mstep: Class 18 contains 49539 members 
Mstep: Class 19 contains 71484 members 
Mstep: Class 20 contains 174990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85718760.000000 Penalty: 12417.503906
Iteration 2F: 20 clusters Score -8.571876e+07 nChanged 446604
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 206859 members 
Mstep: Class 2 contains 48144 members 
Mstep: Class 3 contains 36565 members 
Mstep: Class 4 contains 184199 members 
Mstep: Class 5 contains 81183 members 
Mstep: Class 6 contains 23135 members 
Mstep: Class 7 contains 8533 members 
Mstep: Class 8 contains 61099 members 
Mstep: Class 9 contains 76653 members 
Mstep: Class 10 contains 142211 members 
Mstep: Class 11 contains 61007 members 
Mstep: Class 13 contains 112738 members 
Mstep: Class 14 contains 40107 members 
Mstep: Class 15 contains 164462 members 
Mstep: Class 16 contains 198186 members 
Mstep: Class 17 contains 23921 members 
Mstep: Class 18 contains 28663 members 
Mstep: Class 19 contains 73377 members 
Mstep: Class 20 contains 159147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86108496.000000 Penalty: 12417.503906
Iteration 3F: 20 clusters Score -8.61085e+07 nChanged 347786
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 260056 members 
Mstep: Class 2 contains 35203 members 
Mstep: Class 3 contains 27895 members 
Mstep: Class 4 contains 180563 members 
Mstep: Class 5 contains 69602 members 
Mstep: Class 6 contains 16028 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 57346 members 
Mstep: Class 9 contains 68507 members 
Mstep: Class 10 contains 130509 members 
Mstep: Class 11 contains 54928 members 
Mstep: Class 13 contains 125267 members 
Mstep: Class 14 contains 37437 members 
Mstep: Class 15 contains 193573 members 
Mstep: Class 16 contains 211083 members 
Mstep: Class 17 contains 15839 members 
Mstep: Class 18 contains 16584 members 
Mstep: Class 19 contains 71115 members 
Mstep: Class 20 contains 153523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86377208.000000 Penalty: 12417.503906
Iteration 4F: 20 clusters Score -8.637721e+07 nChanged 285239
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 320602 members 
Mstep: Class 2 contains 24609 members 
Mstep: Class 3 contains 22289 members 
Mstep: Class 4 contains 175917 members 
Mstep: Class 5 contains 59559 members 
Mstep: Class 6 contains 11435 members 
Mstep: Class 7 contains 2963 members 
Mstep: Class 8 contains 54089 members 
Mstep: Class 9 contains 64085 members 
Mstep: Class 10 contains 108787 members 
Mstep: Class 11 contains 50150 members 
Mstep: Class 13 contains 133560 members 
Mstep: Class 14 contains 34186 members 
Mstep: Class 15 contains 219007 members 
Mstep: Class 16 contains 200468 members 
Mstep: Class 17 contains 10563 members 
Mstep: Class 18 contains 10060 members 
Mstep: Class 19 contains 67014 members 
Mstep: Class 20 contains 160854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86537264.000000 Penalty: 12417.503906
Iteration 5F: 20 clusters Score -8.653726e+07 nChanged 235250
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 375710 members 
Mstep: Class 2 contains 17612 members 
Mstep: Class 3 contains 19770 members 
Mstep: Class 4 contains 175860 members 
Mstep: Class 5 contains 51773 members 
Mstep: Class 6 contains 9361 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 54775 members 
Mstep: Class 9 contains 63668 members 
Mstep: Class 10 contains 83614 members 
Mstep: Class 11 contains 46709 members 
Mstep: Class 13 contains 140703 members 
Mstep: Class 14 contains 31667 members 
Mstep: Class 15 contains 237106 members 
Mstep: Class 16 contains 177043 members 
Mstep: Class 17 contains 8055 members 
Mstep: Class 18 contains 7501 members 
Mstep: Class 19 contains 65591 members 
Mstep: Class 20 contains 161874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86595288.000000 Penalty: 12417.503906
Iteration 6F: 20 clusters Score -8.659529e+07 nChanged 205152
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 392365 members 
Mstep: Class 2 contains 12956 members 
Mstep: Class 3 contains 19056 members 
Mstep: Class 4 contains 180226 members 
Mstep: Class 5 contains 48514 members 
Mstep: Class 6 contains 8608 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 58528 members 
Mstep: Class 9 contains 63640 members 
Mstep: Class 10 contains 64033 members 
Mstep: Class 11 contains 46501 members 
Mstep: Class 13 contains 157415 members 
Mstep: Class 14 contains 31213 members 
Mstep: Class 15 contains 251989 members 
Mstep: Class 16 contains 160677 members 
Mstep: Class 17 contains 6936 members 
Mstep: Class 18 contains 7232 members 
Mstep: Class 19 contains 69950 members 
Mstep: Class 20 contains 149113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86670920.000000 Penalty: 12417.503906
Iteration 7F: 20 clusters Score -8.667092e+07 nChanged 160655
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 374256 members 
Mstep: Class 2 contains 9730 members 
Mstep: Class 3 contains 18698 members 
Mstep: Class 4 contains 188099 members 
Mstep: Class 5 contains 46908 members 
Mstep: Class 6 contains 8250 members 
Mstep: Class 7 contains 949 members 
Mstep: Class 8 contains 62982 members 
Mstep: Class 9 contains 62486 members 
Mstep: Class 10 contains 52335 members 
Mstep: Class 11 contains 47416 members 
Mstep: Class 13 contains 174320 members 
Mstep: Class 14 contains 31948 members 
Mstep: Class 15 contains 260778 members 
Mstep: Class 16 contains 152709 members 
Mstep: Class 17 contains 6157 members 
Mstep: Class 18 contains 7451 members 
Mstep: Class 19 contains 77463 members 
Mstep: Class 20 contains 147269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86751784.000000 Penalty: 12417.503906
Iteration 8F: 20 clusters Score -8.675178e+07 nChanged 123891
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 357969 members 
Mstep: Class 2 contains 7661 members 
Mstep: Class 3 contains 18554 members 
Mstep: Class 4 contains 193453 members 
Mstep: Class 5 contains 45167 members 
Mstep: Class 6 contains 7962 members 
Mstep: Class 7 contains 770 members 
Mstep: Class 8 contains 67246 members 
Mstep: Class 9 contains 61129 members 
Mstep: Class 10 contains 43858 members 
Mstep: Class 11 contains 48603 members 
Mstep: Class 13 contains 181013 members 
Mstep: Class 14 contains 33308 members 
Mstep: Class 15 contains 265209 members 
Mstep: Class 16 contains 148028 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 87264 members 
Mstep: Class 20 contains 149599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86807168.000000 Penalty: 12417.503906
Iteration 9F: 20 clusters Score -8.680717e+07 nChanged 106789
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 345970 members 
Mstep: Class 2 contains 6343 members 
Mstep: Class 3 contains 18857 members 
Mstep: Class 4 contains 195162 members 
Mstep: Class 5 contains 43252 members 
Mstep: Class 6 contains 7632 members 
Mstep: Class 7 contains 651 members 
Mstep: Class 8 contains 71678 members 
Mstep: Class 9 contains 60341 members 
Mstep: Class 10 contains 37233 members 
Mstep: Class 11 contains 49520 members 
Mstep: Class 13 contains 180294 members 
Mstep: Class 14 contains 35028 members 
Mstep: Class 15 contains 266120 members 
Mstep: Class 16 contains 144110 members 
Mstep: Class 17 contains 5243 members 
Mstep: Class 18 contains 8246 members 
Mstep: Class 19 contains 101458 members 
Mstep: Class 20 contains 153062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86850496.000000 Penalty: 12417.503906
Iteration 10F: 20 clusters Score -8.68505e+07 nChanged 101270
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 336586 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 19517 members 
Mstep: Class 4 contains 191703 members 
Mstep: Class 5 contains 41862 members 
Mstep: Class 6 contains 7332 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 76519 members 
Mstep: Class 9 contains 60549 members 
Mstep: Class 10 contains 31597 members 
Mstep: Class 11 contains 50274 members 
Mstep: Class 13 contains 175880 members 
Mstep: Class 14 contains 37332 members 
Mstep: Class 15 contains 264695 members 
Mstep: Class 16 contains 139959 members 
Mstep: Class 17 contains 4989 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 120444 members 
Mstep: Class 20 contains 155922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86888048.000000 Penalty: 12417.503906
Iteration 11F: 20 clusters Score -8.688805e+07 nChanged 100106
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 327278 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 20535 members 
Mstep: Class 4 contains 182594 members 
Mstep: Class 5 contains 41381 members 
Mstep: Class 6 contains 7106 members 
Mstep: Class 7 contains 530 members 
Mstep: Class 8 contains 81437 members 
Mstep: Class 9 contains 61658 members 
Mstep: Class 10 contains 27352 members 
Mstep: Class 11 contains 51195 members 
Mstep: Class 13 contains 170786 members 
Mstep: Class 14 contains 40351 members 
Mstep: Class 15 contains 261772 members 
Mstep: Class 16 contains 136009 members 
Mstep: Class 17 contains 4795 members 
Mstep: Class 18 contains 9743 members 
Mstep: Class 19 contains 143013 members 
Mstep: Class 20 contains 157514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86924248.000000 Penalty: 12417.503906
Iteration 12F: 20 clusters Score -8.692425e+07 nChanged 97773
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 320595 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 21843 members 
Mstep: Class 4 contains 170270 members 
Mstep: Class 5 contains 41671 members 
Mstep: Class 6 contains 6941 members 
Mstep: Class 7 contains 513 members 
Mstep: Class 8 contains 86530 members 
Mstep: Class 9 contains 63279 members 
Mstep: Class 10 contains 24783 members 
Mstep: Class 11 contains 52595 members 
Mstep: Class 13 contains 165672 members 
Mstep: Class 14 contains 43754 members 
Mstep: Class 15 contains 256937 members 
Mstep: Class 16 contains 132954 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 10760 members 
Mstep: Class 19 contains 163511 members 
Mstep: Class 20 contains 158062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86952064.000000 Penalty: 12417.503906
Iteration 13F: 20 clusters Score -8.695206e+07 nChanged 88987
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 318979 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 23730 members 
Mstep: Class 4 contains 159047 members 
Mstep: Class 5 contains 42931 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 517 members 
Mstep: Class 8 contains 91687 members 
Mstep: Class 9 contains 65021 members 
Mstep: Class 10 contains 23616 members 
Mstep: Class 11 contains 55269 members 
Mstep: Class 13 contains 159724 members 
Mstep: Class 14 contains 47391 members 
Mstep: Class 15 contains 250848 members 
Mstep: Class 16 contains 131182 members 
Mstep: Class 17 contains 4535 members 
Mstep: Class 18 contains 11926 members 
Mstep: Class 19 contains 173143 members 
Mstep: Class 20 contains 159209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86967544.000000 Penalty: 12417.503906
Iteration 14F: 20 clusters Score -8.696754e+07 nChanged 80810
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 317955 members 
Mstep: Class 2 contains 4484 members 
Mstep: Class 3 contains 26013 members 
Mstep: Class 4 contains 150352 members 
Mstep: Class 5 contains 44519 members 
Mstep: Class 6 contains 6764 members 
Mstep: Class 7 contains 521 members 
Mstep: Class 8 contains 96996 members 
Mstep: Class 9 contains 67102 members 
Mstep: Class 10 contains 22870 members 
Mstep: Class 11 contains 59335 members 
Mstep: Class 13 contains 155511 members 
Mstep: Class 14 contains 51217 members 
Mstep: Class 15 contains 243922 members 
Mstep: Class 16 contains 130270 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 13197 members 
Mstep: Class 19 contains 175890 members 
Mstep: Class 20 contains 158837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86978912.000000 Penalty: 12417.503906
Iteration 15Q: 20 clusters Score -8.697891e+07 nChanged 74857
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 315197 members 
Mstep: Class 2 contains 4421 members 
Mstep: Class 3 contains 28429 members 
Mstep: Class 4 contains 142814 members 
Mstep: Class 5 contains 46229 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 523 members 
Mstep: Class 8 contains 102491 members 
Mstep: Class 9 contains 69272 members 
Mstep: Class 10 contains 22182 members 
Mstep: Class 11 contains 64268 members 
Mstep: Class 13 contains 152855 members 
Mstep: Class 14 contains 55197 members 
Mstep: Class 15 contains 236109 members 
Mstep: Class 16 contains 130278 members 
Mstep: Class 17 contains 4356 members 
Mstep: Class 18 contains 14665 members 
Mstep: Class 19 contains 175805 members 
Mstep: Class 20 contains 158185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86991560.000000 Penalty: 12417.503906
Iteration 16Q: 20 clusters Score -8.699156e+07 nChanged 70980
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 311149 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 31003 members 
Mstep: Class 4 contains 135668 members 
Mstep: Class 5 contains 47855 members 
Mstep: Class 6 contains 7244 members 
Mstep: Class 7 contains 521 members 
Mstep: Class 8 contains 107950 members 
Mstep: Class 9 contains 71585 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 69927 members 
Mstep: Class 13 contains 149460 members 
Mstep: Class 14 contains 59385 members 
Mstep: Class 15 contains 227818 members 
Mstep: Class 16 contains 131039 members 
Mstep: Class 17 contains 4263 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 174486 members 
Mstep: Class 20 contains 158233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87003096.000000 Penalty: 12417.503906
Iteration 17Q: 20 clusters Score -8.70031e+07 nChanged 71355
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 305713 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 3 contains 33720 members 
Mstep: Class 4 contains 129428 members 
Mstep: Class 5 contains 49730 members 
Mstep: Class 6 contains 7696 members 
Mstep: Class 7 contains 530 members 
Mstep: Class 8 contains 113394 members 
Mstep: Class 9 contains 74239 members 
Mstep: Class 10 contains 21653 members 
Mstep: Class 11 contains 76163 members 
Mstep: Class 13 contains 144666 members 
Mstep: Class 14 contains 63656 members 
Mstep: Class 15 contains 219398 members 
Mstep: Class 16 contains 132216 members 
Mstep: Class 17 contains 4215 members 
Mstep: Class 18 contains 18353 members 
Mstep: Class 19 contains 172195 members 
Mstep: Class 20 contains 158774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87010016.000000 Penalty: 12417.503906
Iteration 18Q: 20 clusters Score -8.701002e+07 nChanged 76856
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 297641 members 
Mstep: Class 2 contains 4509 members 
Mstep: Class 3 contains 36545 members 
Mstep: Class 4 contains 123460 members 
Mstep: Class 5 contains 52090 members 
Mstep: Class 6 contains 8365 members 
Mstep: Class 7 contains 549 members 
Mstep: Class 8 contains 118687 members 
Mstep: Class 9 contains 77278 members 
Mstep: Class 10 contains 21780 members 
Mstep: Class 11 contains 84175 members 
Mstep: Class 13 contains 138086 members 
Mstep: Class 14 contains 68256 members 
Mstep: Class 15 contains 211426 members 
Mstep: Class 16 contains 133810 members 
Mstep: Class 17 contains 4158 members 
Mstep: Class 18 contains 20529 members 
Mstep: Class 19 contains 169450 members 
Mstep: Class 20 contains 159401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87007760.000000 Penalty: 12417.503906
Iteration 19Q: 20 clusters Score -8.700776e+07 nChanged 82681
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 282990 members 
Mstep: Class 2 contains 4591 members 
Mstep: Class 3 contains 39442 members 
Mstep: Class 4 contains 117409 members 
Mstep: Class 5 contains 55271 members 
Mstep: Class 6 contains 9154 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 123947 members 
Mstep: Class 9 contains 80679 members 
Mstep: Class 10 contains 22083 members 
Mstep: Class 11 contains 94928 members 
Mstep: Class 13 contains 131789 members 
Mstep: Class 14 contains 73383 members 
Mstep: Class 15 contains 204344 members 
Mstep: Class 16 contains 135567 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 22956 members 
Mstep: Class 19 contains 167611 members 
Mstep: Class 20 contains 159417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87014000.000000 Penalty: 12417.503906
Iteration 20F: 20 clusters Score -8.7014e+07 nChanged 80315
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 264454 members 
Mstep: Class 2 contains 4683 members 
Mstep: Class 3 contains 42593 members 
Mstep: Class 4 contains 110625 members 
Mstep: Class 5 contains 59164 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 614 members 
Mstep: Class 8 contains 129137 members 
Mstep: Class 9 contains 84373 members 
Mstep: Class 10 contains 22361 members 
Mstep: Class 11 contains 108104 members 
Mstep: Class 13 contains 126727 members 
Mstep: Class 14 contains 78883 members 
Mstep: Class 15 contains 196993 members 
Mstep: Class 16 contains 137526 members 
Mstep: Class 17 contains 4073 members 
Mstep: Class 18 contains 25542 members 
Mstep: Class 19 contains 166111 members 
Mstep: Class 20 contains 158114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87028456.000000 Penalty: 12417.503906
Iteration 21Q: 20 clusters Score -8.702846e+07 nChanged 74364
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 245139 members 
Mstep: Class 2 contains 4770 members 
Mstep: Class 3 contains 45820 members 
Mstep: Class 4 contains 103435 members 
Mstep: Class 5 contains 63670 members 
Mstep: Class 6 contains 11210 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 133605 members 
Mstep: Class 9 contains 87934 members 
Mstep: Class 10 contains 22517 members 
Mstep: Class 11 contains 121019 members 
Mstep: Class 13 contains 122819 members 
Mstep: Class 14 contains 84299 members 
Mstep: Class 15 contains 189983 members 
Mstep: Class 16 contains 139651 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 28153 members 
Mstep: Class 19 contains 164454 members 
Mstep: Class 20 contains 157012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87045416.000000 Penalty: 12417.503906
Iteration 22Q: 20 clusters Score -8.704542e+07 nChanged 67101
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 226621 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 48941 members 
Mstep: Class 4 contains 96675 members 
Mstep: Class 5 contains 68449 members 
Mstep: Class 6 contains 12398 members 
Mstep: Class 7 contains 685 members 
Mstep: Class 8 contains 137301 members 
Mstep: Class 9 contains 90963 members 
Mstep: Class 10 contains 22617 members 
Mstep: Class 11 contains 131393 members 
Mstep: Class 13 contains 119800 members 
Mstep: Class 14 contains 89387 members 
Mstep: Class 15 contains 183678 members 
Mstep: Class 16 contains 141764 members 
Mstep: Class 17 contains 4075 members 
Mstep: Class 18 contains 30850 members 
Mstep: Class 19 contains 163260 members 
Mstep: Class 20 contains 156459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87061648.000000 Penalty: 12417.503906
Iteration 23Q: 20 clusters Score -8.706165e+07 nChanged 61049
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 209602 members 
Mstep: Class 2 contains 4938 members 
Mstep: Class 3 contains 51962 members 
Mstep: Class 4 contains 90622 members 
Mstep: Class 5 contains 73584 members 
Mstep: Class 6 contains 13816 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 140294 members 
Mstep: Class 9 contains 93563 members 
Mstep: Class 10 contains 22769 members 
Mstep: Class 11 contains 138794 members 
Mstep: Class 13 contains 117431 members 
Mstep: Class 14 contains 94059 members 
Mstep: Class 15 contains 177681 members 
Mstep: Class 16 contains 143944 members 
Mstep: Class 17 contains 4140 members 
Mstep: Class 18 contains 33718 members 
Mstep: Class 19 contains 162228 members 
Mstep: Class 20 contains 156332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87081816.000000 Penalty: 12417.503906
Iteration 24Q: 20 clusters Score -8.708182e+07 nChanged 56703
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 55115 members 
Mstep: Class 4 contains 85383 members 
Mstep: Class 5 contains 79624 members 
Mstep: Class 6 contains 15354 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 142508 members 
Mstep: Class 9 contains 95759 members 
Mstep: Class 10 contains 23061 members 
Mstep: Class 11 contains 143276 members 
Mstep: Class 13 contains 115545 members 
Mstep: Class 14 contains 98136 members 
Mstep: Class 15 contains 173011 members 
Mstep: Class 16 contains 146159 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 36625 members 
Mstep: Class 19 contains 160693 members 
Mstep: Class 20 contains 155886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87102784.000000 Penalty: 12417.503906
Iteration 25Q: 20 clusters Score -8.710278e+07 nChanged 54409
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 181977 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 58514 members 
Mstep: Class 4 contains 79990 members 
Mstep: Class 5 contains 87048 members 
Mstep: Class 6 contains 16957 members 
Mstep: Class 7 contains 743 members 
Mstep: Class 8 contains 144060 members 
Mstep: Class 9 contains 97530 members 
Mstep: Class 10 contains 23442 members 
Mstep: Class 11 contains 145179 members 
Mstep: Class 13 contains 113484 members 
Mstep: Class 14 contains 101674 members 
Mstep: Class 15 contains 169313 members 
Mstep: Class 16 contains 148304 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 39507 members 
Mstep: Class 19 contains 157989 members 
Mstep: Class 20 contains 155069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87120576.000000 Penalty: 12417.503906
Iteration 26Q: 20 clusters Score -8.712058e+07 nChanged 56141
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 173191 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 62481 members 
Mstep: Class 4 contains 73595 members 
Mstep: Class 5 contains 96676 members 
Mstep: Class 6 contains 18578 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 145111 members 
Mstep: Class 9 contains 98710 members 
Mstep: Class 10 contains 23923 members 
Mstep: Class 11 contains 144450 members 
Mstep: Class 13 contains 111174 members 
Mstep: Class 14 contains 104729 members 
Mstep: Class 15 contains 166311 members 
Mstep: Class 16 contains 150309 members 
Mstep: Class 17 contains 4603 members 
Mstep: Class 18 contains 42162 members 
Mstep: Class 19 contains 154183 members 
Mstep: Class 20 contains 154311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87134184.000000 Penalty: 12417.503906
Iteration 27Q: 20 clusters Score -8.713418e+07 nChanged 57685
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 168028 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 67107 members 
Mstep: Class 4 contains 66390 members 
Mstep: Class 5 contains 106473 members 
Mstep: Class 6 contains 20068 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 145675 members 
Mstep: Class 9 contains 99190 members 
Mstep: Class 10 contains 24563 members 
Mstep: Class 11 contains 141825 members 
Mstep: Class 13 contains 108630 members 
Mstep: Class 14 contains 107479 members 
Mstep: Class 15 contains 164224 members 
Mstep: Class 16 contains 152036 members 
Mstep: Class 17 contains 4825 members 
Mstep: Class 18 contains 44655 members 
Mstep: Class 19 contains 149922 members 
Mstep: Class 20 contains 153460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87140896.000000 Penalty: 12417.503906
Iteration 28Q: 20 clusters Score -8.71409e+07 nChanged 57061
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 165292 members 
Mstep: Class 2 contains 4850 members 
Mstep: Class 3 contains 72072 members 
Mstep: Class 4 contains 59388 members 
Mstep: Class 5 contains 114205 members 
Mstep: Class 6 contains 21287 members 
Mstep: Class 7 contains 733 members 
Mstep: Class 8 contains 145989 members 
Mstep: Class 9 contains 98995 members 
Mstep: Class 10 contains 25454 members 
Mstep: Class 11 contains 138344 members 
Mstep: Class 13 contains 106137 members 
Mstep: Class 14 contains 110026 members 
Mstep: Class 15 contains 162787 members 
Mstep: Class 16 contains 153518 members 
Mstep: Class 17 contains 5070 members 
Mstep: Class 18 contains 46921 members 
Mstep: Class 19 contains 145872 members 
Mstep: Class 20 contains 153252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87142976.000000 Penalty: 12417.503906
Iteration 29Q: 20 clusters Score -8.714298e+07 nChanged 51731
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 163692 members 
Mstep: Class 2 contains 4795 members 
Mstep: Class 3 contains 77395 members 
Mstep: Class 4 contains 54409 members 
Mstep: Class 5 contains 117346 members 
Mstep: Class 6 contains 22283 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 146315 members 
Mstep: Class 9 contains 98416 members 
Mstep: Class 10 contains 26672 members 
Mstep: Class 11 contains 134987 members 
Mstep: Class 13 contains 103850 members 
Mstep: Class 14 contains 112460 members 
Mstep: Class 15 contains 161672 members 
Mstep: Class 16 contains 154774 members 
Mstep: Class 17 contains 5275 members 
Mstep: Class 18 contains 48924 members 
Mstep: Class 19 contains 142500 members 
Mstep: Class 20 contains 153710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87147216.000000 Penalty: 12417.503906
Iteration 30Q: 20 clusters Score -8.714722e+07 nChanged 45653
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 162416 members 
Mstep: Class 2 contains 4757 members 
Mstep: Class 3 contains 84236 members 
Mstep: Class 4 contains 50957 members 
Mstep: Class 5 contains 116104 members 
Mstep: Class 6 contains 23021 members 
Mstep: Class 7 contains 700 members 
Mstep: Class 8 contains 146651 members 
Mstep: Class 9 contains 97488 members 
Mstep: Class 10 contains 28080 members 
Mstep: Class 11 contains 132234 members 
Mstep: Class 13 contains 101768 members 
Mstep: Class 14 contains 114790 members 
Mstep: Class 15 contains 160904 members 
Mstep: Class 16 contains 155660 members 
Mstep: Class 17 contains 5476 members 
Mstep: Class 18 contains 50741 members 
Mstep: Class 19 contains 139657 members 
Mstep: Class 20 contains 154552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87151576.000000 Penalty: 12417.503906
Iteration 31Q: 20 clusters Score -8.715158e+07 nChanged 42364
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 161519 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 93247 members 
Mstep: Class 4 contains 48156 members 
Mstep: Class 5 contains 112262 members 
Mstep: Class 6 contains 23613 members 
Mstep: Class 7 contains 679 members 
Mstep: Class 8 contains 146990 members 
Mstep: Class 9 contains 96467 members 
Mstep: Class 10 contains 29482 members 
Mstep: Class 11 contains 129563 members 
Mstep: Class 13 contains 99713 members 
Mstep: Class 14 contains 117005 members 
Mstep: Class 15 contains 160307 members 
Mstep: Class 16 contains 156083 members 
Mstep: Class 17 contains 5657 members 
Mstep: Class 18 contains 52350 members 
Mstep: Class 19 contains 137051 members 
Mstep: Class 20 contains 155328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87155416.000000 Penalty: 12417.503906
Iteration 32Q: 20 clusters Score -8.715542e+07 nChanged 41129
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 160518 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 104580 members 
Mstep: Class 4 contains 45240 members 
Mstep: Class 5 contains 106918 members 
Mstep: Class 6 contains 24147 members 
Mstep: Class 7 contains 662 members 
Mstep: Class 8 contains 147341 members 
Mstep: Class 9 contains 95285 members 
Mstep: Class 10 contains 30821 members 
Mstep: Class 11 contains 126898 members 
Mstep: Class 13 contains 97884 members 
Mstep: Class 14 contains 119088 members 
Mstep: Class 15 contains 159911 members 
Mstep: Class 16 contains 156163 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 53830 members 
Mstep: Class 19 contains 134376 members 
Mstep: Class 20 contains 156008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159168.000000 Penalty: 12417.503906
Iteration 33Q: 20 clusters Score -8.715917e+07 nChanged 40943
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 159681 members 
Mstep: Class 2 contains 4690 members 
Mstep: Class 3 contains 118033 members 
Mstep: Class 4 contains 41823 members 
Mstep: Class 5 contains 100710 members 
Mstep: Class 6 contains 24647 members 
Mstep: Class 7 contains 637 members 
Mstep: Class 8 contains 147641 members 
Mstep: Class 9 contains 93990 members 
Mstep: Class 10 contains 32079 members 
Mstep: Class 11 contains 124092 members 
Mstep: Class 13 contains 96216 members 
Mstep: Class 14 contains 120985 members 
Mstep: Class 15 contains 159749 members 
Mstep: Class 16 contains 155952 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 55109 members 
Mstep: Class 19 contains 131645 members 
Mstep: Class 20 contains 156539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87161824.000000 Penalty: 12417.503906
Iteration 34Q: 20 clusters Score -8.716182e+07 nChanged 40888
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 158917 members 
Mstep: Class 2 contains 4673 members 
Mstep: Class 3 contains 132476 members 
Mstep: Class 4 contains 38116 members 
Mstep: Class 5 contains 94281 members 
Mstep: Class 6 contains 25209 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 147801 members 
Mstep: Class 9 contains 92638 members 
Mstep: Class 10 contains 33308 members 
Mstep: Class 11 contains 121092 members 
Mstep: Class 13 contains 94826 members 
Mstep: Class 14 contains 122699 members 
Mstep: Class 15 contains 159681 members 
Mstep: Class 16 contains 155581 members 
Mstep: Class 17 contains 6114 members 
Mstep: Class 18 contains 56423 members 
Mstep: Class 19 contains 128841 members 
Mstep: Class 20 contains 156905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87164496.000000 Penalty: 12417.503906
Iteration 35Q: 20 clusters Score -8.71645e+07 nChanged 38539
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 158242 members 
Mstep: Class 2 contains 4678 members 
Mstep: Class 3 contains 145730 members 
Mstep: Class 4 contains 34816 members 
Mstep: Class 5 contains 88349 members 
Mstep: Class 6 contains 25798 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 147865 members 
Mstep: Class 9 contains 91162 members 
Mstep: Class 10 contains 34515 members 
Mstep: Class 11 contains 118288 members 
Mstep: Class 13 contains 93687 members 
Mstep: Class 14 contains 124320 members 
Mstep: Class 15 contains 159381 members 
Mstep: Class 16 contains 155178 members 
Mstep: Class 17 contains 6205 members 
Mstep: Class 18 contains 57775 members 
Mstep: Class 19 contains 126376 members 
Mstep: Class 20 contains 157242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157848.000000 Penalty: 12417.503906
Iteration 36Q: 20 clusters Score -8.715785e+07 nChanged 38330
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 157801 members 
Mstep: Class 2 contains 4675 members 
Mstep: Class 3 contains 157308 members 
Mstep: Class 4 contains 32026 members 
Mstep: Class 5 contains 83128 members 
Mstep: Class 6 contains 26432 members 
Mstep: Class 7 contains 563 members 
Mstep: Class 8 contains 147698 members 
Mstep: Class 9 contains 89670 members 
Mstep: Class 10 contains 36024 members 
Mstep: Class 11 contains 115415 members 
Mstep: Class 13 contains 92668 members 
Mstep: Class 14 contains 125875 members 
Mstep: Class 15 contains 159139 members 
Mstep: Class 16 contains 154852 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 59120 members 
Mstep: Class 19 contains 124005 members 
Mstep: Class 20 contains 157554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87150960.000000 Penalty: 12417.503906
Iteration 37Q: 20 clusters Score -8.715096e+07 nChanged 35001
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 156715 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 164166 members 
Mstep: Class 4 contains 30234 members 
Mstep: Class 5 contains 80347 members 
Mstep: Class 6 contains 27087 members 
Mstep: Class 7 contains 539 members 
Mstep: Class 8 contains 147392 members 
Mstep: Class 9 contains 88060 members 
Mstep: Class 10 contains 37945 members 
Mstep: Class 11 contains 113439 members 
Mstep: Class 13 contains 92085 members 
Mstep: Class 14 contains 127409 members 
Mstep: Class 15 contains 158800 members 
Mstep: Class 16 contains 154594 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 60572 members 
Mstep: Class 19 contains 121774 members 
Mstep: Class 20 contains 158124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87146104.000000 Penalty: 12417.503906
Iteration 38Q: 20 clusters Score -8.71461e+07 nChanged 30860
Entering ConstructFrom: 
Score: -87146104.000000 Penalty: 12417.503906
Entering ConstructFrom: 
Trying to split cluster 1 (155795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155795 members 
Entering Unmasked Estep 
Score: -8193972.000000 Penalty: 544.011475
	Iteration 0F: 2 clusters Score -8193972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -8093333.500000 Penalty: 1088.022949
	Iteration 0F: 3 clusters Score -8093334 nChanged 76499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 94573 members 
Entering Unmasked Estep 
Score: -8144553.500000 Penalty: 1088.022949
	Iteration 1F: 3 clusters Score -8144554 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -8152480.000000 Penalty: 1088.022949
	Iteration 2F: 3 clusters Score -8152480 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 116466 members 
Entering Unmasked Estep 
Score: -8163449.000000 Penalty: 1088.022949
	Iteration 3F: 3 clusters Score -8163449 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 127309 members 
Entering Unmasked Estep 
Score: -8175006.500000 Penalty: 1088.022949
	Iteration 4F: 3 clusters Score -8175006 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 134510 members 
Entering Unmasked Estep 
Score: -8184034.000000 Penalty: 1088.022949
	Iteration 5F: 3 clusters Score -8184034 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 137954 members 
Entering Unmasked Estep 
Score: -8188681.000000 Penalty: 1088.022949
	Iteration 6Q: 3 clusters Score -8188681 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 139643 members 
Entering Unmasked Estep 
Score: -8190912.500000 Penalty: 1088.022949
	Iteration 7Q: 3 clusters Score -8190912 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 140691 members 
Entering Unmasked Estep 
Score: -8192390.000000 Penalty: 1088.022949
	Iteration 8Q: 3 clusters Score -8192390 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 141350 members 
Entering Unmasked Estep 
Score: -8193405.000000 Penalty: 1088.022949
	Iteration 9Q: 3 clusters Score -8193405 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -8194185.500000 Penalty: 1088.022949
	Iteration 10Q: 3 clusters Score -8194186 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 141942 members 
Entering Unmasked Estep 
Score: -8194707.500000 Penalty: 1088.022949
	Iteration 11Q: 3 clusters Score -8194708 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 141963 members 
Entering Unmasked Estep 
Score: -8195061.000000 Penalty: 1088.022949
	Iteration 12Q: 3 clusters Score -8195061 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 141921 members 
Entering Unmasked Estep 
Score: -8195344.000000 Penalty: 1088.022949
	Iteration 13Q: 3 clusters Score -8195344 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 141795 members 
Entering Unmasked Estep 
Score: -8195434.000000 Penalty: 1088.022949
	Iteration 14Q: 3 clusters Score -8195434 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 141662 members 
Entering Unmasked Estep 
Score: -8195573.500000 Penalty: 1088.022949
	Iteration 15Q: 3 clusters Score -8195574 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 141494 members 
Entering Unmasked Estep 
Score: -8195673.000000 Penalty: 1088.022949
	Iteration 16Q: 3 clusters Score -8195673 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 141322 members 
Entering Unmasked Estep 
Score: -8195729.500000 Penalty: 1088.022949
	Iteration 17Q: 3 clusters Score -8195730 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 141141 members 
Entering Unmasked Estep 
Score: -8195715.000000 Penalty: 1088.022949
	Iteration 18Q: 3 clusters Score -8195715 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 140979 members 
Entering Unmasked Estep 
Score: -8195722.000000 Penalty: 1088.022949
	Iteration 19Q: 3 clusters Score -8195722 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 140841 members 
Entering Unmasked Estep 
Score: -8195746.000000 Penalty: 1088.022949
	Iteration 20F: 3 clusters Score -8195746 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 140709 members 
Entering Unmasked Estep 
Score: -8195765.500000 Penalty: 1088.022949
	Iteration 21Q: 3 clusters Score -8195766 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 140541 members 
Entering Unmasked Estep 
Score: -8195786.500000 Penalty: 1088.022949
	Iteration 22Q: 3 clusters Score -8195786 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 140367 members 
Entering Unmasked Estep 
Score: -8195777.000000 Penalty: 1088.022949
	Iteration 23Q: 3 clusters Score -8195777 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 140216 members 
Entering Unmasked Estep 
Score: -8195768.500000 Penalty: 1088.022949
	Iteration 24Q: 3 clusters Score -8195768 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 140089 members 
Entering Unmasked Estep 
Score: -8195787.000000 Penalty: 1088.022949
	Iteration 25Q: 3 clusters Score -8195787 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 139968 members 
Entering Unmasked Estep 
Score: -8195782.500000 Penalty: 1088.022949
	Iteration 26Q: 3 clusters Score -8195782 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -8195780.500000 Penalty: 1088.022949
	Iteration 27Q: 3 clusters Score -8195780 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 139708 members 
Entering Unmasked Estep 
Score: -8195754.500000 Penalty: 1088.022949
	Iteration 28Q: 3 clusters Score -8195754 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 139598 members 
Entering Unmasked Estep 
Score: -8195728.500000 Penalty: 1088.022949
	Iteration 29Q: 3 clusters Score -8195728 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 139505 members 
Entering Unmasked Estep 
Score: -8195712.500000 Penalty: 1088.022949
	Iteration 30Q: 3 clusters Score -8195712 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 139388 members 
Entering Unmasked Estep 
Score: -8195678.000000 Penalty: 1088.022949
	Iteration 31Q: 3 clusters Score -8195678 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 139268 members 
Entering Unmasked Estep 
Score: -8195642.000000 Penalty: 1088.022949
	Iteration 32Q: 3 clusters Score -8195642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 139166 members 
Entering Unmasked Estep 
Score: -8195627.500000 Penalty: 1088.022949
	Iteration 33Q: 3 clusters Score -8195628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 139073 members 
Entering Unmasked Estep 
Score: -8195595.500000 Penalty: 1088.022949
	Iteration 34Q: 3 clusters Score -8195596 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 138990 members 
Entering Unmasked Estep 
Score: -8195587.000000 Penalty: 1088.022949
	Iteration 35Q: 3 clusters Score -8195587 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 138902 members 
Entering Unmasked Estep 
Score: -8195578.500000 Penalty: 1088.022949
	Iteration 36Q: 3 clusters Score -8195578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 138830 members 
Entering Unmasked Estep 
Score: -8195567.000000 Penalty: 1088.022949
	Iteration 37Q: 3 clusters Score -8195567 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -8195544.000000 Penalty: 1088.022949
	Iteration 38Q: 3 clusters Score -8195544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 138669 members 
Entering Unmasked Estep 
Score: -8195534.500000 Penalty: 1088.022949
	Iteration 39Q: 3 clusters Score -8195534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 138591 members 
Entering Unmasked Estep 
Score: -8195532.000000 Penalty: 1088.022949
	Iteration 40F: 3 clusters Score -8195532 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 138526 members 
Entering Unmasked Estep 
Score: -8195510.500000 Penalty: 1088.022949
	Iteration 41Q: 3 clusters Score -8195510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 138456 members 
Entering Unmasked Estep 
Score: -8195490.000000 Penalty: 1088.022949
	Iteration 42Q: 3 clusters Score -8195490 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 138389 members 
Entering Unmasked Estep 
Score: -8195501.500000 Penalty: 1088.022949
	Iteration 43Q: 3 clusters Score -8195502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 138324 members 
Entering Unmasked Estep 
Score: -8195498.500000 Penalty: 1088.022949
	Iteration 44Q: 3 clusters Score -8195498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 138252 members 
Entering Unmasked Estep 
Score: -8195487.000000 Penalty: 1088.022949
	Iteration 45Q: 3 clusters Score -8195487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 138194 members 
Entering Unmasked Estep 
Score: -8195471.500000 Penalty: 1088.022949
	Iteration 46Q: 3 clusters Score -8195472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 138133 members 
Entering Unmasked Estep 
Score: -8195458.000000 Penalty: 1088.022949
	Iteration 47Q: 3 clusters Score -8195458 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 138088 members 
Entering Unmasked Estep 
Score: -8195440.500000 Penalty: 1088.022949
	Iteration 48Q: 3 clusters Score -8195440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 138045 members 
Entering Unmasked Estep 
Score: -8195439.500000 Penalty: 1088.022949
	Iteration 49Q: 3 clusters Score -8195440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 137998 members 
Entering Unmasked Estep 
Score: -8195415.500000 Penalty: 1088.022949
	Iteration 50Q: 3 clusters Score -8195416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 137955 members 
Entering Unmasked Estep 
Score: -8195420.000000 Penalty: 1088.022949
	Iteration 51Q: 3 clusters Score -8195420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 137918 members 
Entering Unmasked Estep 
Score: -8195404.500000 Penalty: 1088.022949
	Iteration 52Q: 3 clusters Score -8195404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -8195385.500000 Penalty: 1088.022949
	Iteration 53Q: 3 clusters Score -8195386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 137826 members 
Entering Unmasked Estep 
Score: -8195373.000000 Penalty: 1088.022949
	Iteration 54Q: 3 clusters Score -8195373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 137775 members 
Entering Unmasked Estep 
Score: -8195360.000000 Penalty: 1088.022949
	Iteration 55Q: 3 clusters Score -8195360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 137728 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8195360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 137673 members 
Entering Unmasked Estep 
Score: -8195347.000000 Penalty: 1088.022949
	Iteration 57Q: 3 clusters Score -8195347 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 137612 members 
Entering Unmasked Estep 
Score: -8195327.500000 Penalty: 1088.022949
	Iteration 58Q: 3 clusters Score -8195328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 137557 members 
Entering Unmasked Estep 
Score: -8195320.000000 Penalty: 1088.022949
	Iteration 59Q: 3 clusters Score -8195320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 137506 members 
Entering Unmasked Estep 
Score: -8195311.500000 Penalty: 1088.022949
	Iteration 60F: 3 clusters Score -8195312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 137455 members 
Entering Unmasked Estep 
Score: -8195302.000000 Penalty: 1088.022949
	Iteration 61Q: 3 clusters Score -8195302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 137409 members 
Entering Unmasked Estep 
Score: -8195283.000000 Penalty: 1088.022949
	Iteration 62Q: 3 clusters Score -8195283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 137364 members 
Entering Unmasked Estep 
Score: -8195271.000000 Penalty: 1088.022949
	Iteration 63Q: 3 clusters Score -8195271 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 137312 members 
Entering Unmasked Estep 
Score: -8195252.000000 Penalty: 1088.022949
	Iteration 64Q: 3 clusters Score -8195252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 137271 members 
Entering Unmasked Estep 
Score: -8195240.000000 Penalty: 1088.022949
	Iteration 65Q: 3 clusters Score -8195240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 137236 members 
Entering Unmasked Estep 
Score: -8195236.000000 Penalty: 1088.022949
	Iteration 66Q: 3 clusters Score -8195236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 137210 members 
Entering Unmasked Estep 
Score: -8195219.500000 Penalty: 1088.022949
	Iteration 67Q: 3 clusters Score -8195220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 137182 members 
Entering Unmasked Estep 
Score: -8195209.500000 Penalty: 1088.022949
	Iteration 68Q: 3 clusters Score -8195210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 137152 members 
Entering Unmasked Estep 
Score: -8195206.500000 Penalty: 1088.022949
	Iteration 69Q: 3 clusters Score -8195206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 137121 members 
Entering Unmasked Estep 
Score: -8195196.500000 Penalty: 1088.022949
	Iteration 70Q: 3 clusters Score -8195196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 137086 members 
Entering Unmasked Estep 
Score: -8195193.000000 Penalty: 1088.022949
	Iteration 71Q: 3 clusters Score -8195193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 137059 members 
Entering Unmasked Estep 
Score: -8195188.500000 Penalty: 1088.022949
	Iteration 72Q: 3 clusters Score -8195188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 137038 members 
Entering Unmasked Estep 
Score: -8195180.000000 Penalty: 1088.022949
	Iteration 73Q: 3 clusters Score -8195180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 137022 members 
Entering Unmasked Estep 
Score: -8195181.000000 Penalty: 1088.022949
	Iteration 74Q: 3 clusters Score -8195181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 137003 members 
Entering Unmasked Estep 
Score: -8195170.000000 Penalty: 1088.022949
	Iteration 75Q: 3 clusters Score -8195170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 136985 members 
Entering Unmasked Estep 
Score: -8195165.500000 Penalty: 1088.022949
	Iteration 76Q: 3 clusters Score -8195166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 136975 members 
Entering Unmasked Estep 
Score: -8195163.500000 Penalty: 1088.022949
	Iteration 77Q: 3 clusters Score -8195164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 136967 members 
Entering Unmasked Estep 
Score: -8195161.000000 Penalty: 1088.022949
	Iteration 78Q: 3 clusters Score -8195161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 136961 members 
Entering Unmasked Estep 
Score: -8195168.500000 Penalty: 1088.022949
	Iteration 79Q: 3 clusters Score -8195168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 136959 members 
Entering Unmasked Estep 
Score: -8195160.000000 Penalty: 1088.022949
	Iteration 80F: 3 clusters Score -8195160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 136955 members 
Entering Unmasked Estep 
Score: -8195161.000000 Penalty: 1088.022949
	Iteration 81Q: 3 clusters Score -8195161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 136949 members 
Entering Unmasked Estep 
Score: -8195163.000000 Penalty: 1088.022949
	Iteration 82Q: 3 clusters Score -8195163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 136940 members 
Entering Unmasked Estep 
Score: -8195160.000000 Penalty: 1088.022949
	Iteration 83Q: 3 clusters Score -8195160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 136926 members 
Entering Unmasked Estep 
Score: -8195149.500000 Penalty: 1088.022949
	Iteration 84Q: 3 clusters Score -8195150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 136910 members 
Entering Unmasked Estep 
Score: -8195143.500000 Penalty: 1088.022949
	Iteration 85Q: 3 clusters Score -8195144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 136892 members 
Entering Unmasked Estep 
Score: -8195151.000000 Penalty: 1088.022949
	Iteration 86Q: 3 clusters Score -8195151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 136878 members 
Entering Unmasked Estep 
Score: -8195144.000000 Penalty: 1088.022949
	Iteration 87Q: 3 clusters Score -8195144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 136871 members 
Entering Unmasked Estep 
Score: -8195147.000000 Penalty: 1088.022949
	Iteration 88Q: 3 clusters Score -8195147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 136862 members 
Entering Unmasked Estep 
Score: -8195150.500000 Penalty: 1088.022949
	Iteration 89Q: 3 clusters Score -8195150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 136854 members 
Entering Unmasked Estep 
Score: -8195152.500000 Penalty: 1088.022949
	Iteration 90Q: 3 clusters Score -8195152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 136848 members 
Entering Unmasked Estep 
Score: -8195159.000000 Penalty: 1088.022949
	Iteration 91Q: 3 clusters Score -8195159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 136841 members 
Entering Unmasked Estep 
Score: -8195149.000000 Penalty: 1088.022949
	Iteration 92Q: 3 clusters Score -8195149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 136835 members 
Entering Unmasked Estep 
Score: -8195156.500000 Penalty: 1088.022949
	Iteration 93Q: 3 clusters Score -8195156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 136830 members 
Entering Unmasked Estep 
Score: -8195147.500000 Penalty: 1088.022949
	Iteration 94Q: 3 clusters Score -8195148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 136823 members 
Entering Unmasked Estep 
Score: -8195150.500000 Penalty: 1088.022949
	Iteration 95Q: 3 clusters Score -8195150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 136815 members 
Entering Unmasked Estep 
Score: -8195148.000000 Penalty: 1088.022949
	Iteration 96Q: 3 clusters Score -8195148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 136807 members 
Entering Unmasked Estep 
Score: -8195154.500000 Penalty: 1088.022949
	Iteration 97Q: 3 clusters Score -8195154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 136796 members 
Entering Unmasked Estep 
Score: -8195143.500000 Penalty: 1088.022949
	Iteration 98Q: 3 clusters Score -8195144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 136788 members 
Entering Unmasked Estep 
Score: -8195141.500000 Penalty: 1088.022949
	Iteration 99Q: 3 clusters Score -8195142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 136781 members 
Entering Unmasked Estep 
Score: -8195142.000000 Penalty: 1088.022949
	Iteration 100F: 3 clusters Score -8195142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 136771 members 
Entering Unmasked Estep 
Score: -8195142.000000 Penalty: 1088.022949
	Iteration 101Q: 3 clusters Score -8195142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 136759 members 
Entering Unmasked Estep 
Score: -8195143.500000 Penalty: 1088.022949
	Iteration 102Q: 3 clusters Score -8195144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 136749 members 
Entering Unmasked Estep 
Score: -8195129.000000 Penalty: 1088.022949
	Iteration 103Q: 3 clusters Score -8195129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 136737 members 
Entering Unmasked Estep 
Score: -8195121.000000 Penalty: 1088.022949
	Iteration 104Q: 3 clusters Score -8195121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 136723 members 
Entering Unmasked Estep 
Score: -8195118.500000 Penalty: 1088.022949
	Iteration 105Q: 3 clusters Score -8195118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 136699 members 
Entering Unmasked Estep 
Score: -8195111.500000 Penalty: 1088.022949
	Iteration 106Q: 3 clusters Score -8195112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 136672 members 
Entering Unmasked Estep 
Score: -8195097.000000 Penalty: 1088.022949
	Iteration 107Q: 3 clusters Score -8195097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 136653 members 
Entering Unmasked Estep 
Score: -8195084.000000 Penalty: 1088.022949
	Iteration 108Q: 3 clusters Score -8195084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 136626 members 
Entering Unmasked Estep 
Score: -8195082.500000 Penalty: 1088.022949
	Iteration 109Q: 3 clusters Score -8195082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 136601 members 
Entering Unmasked Estep 
Score: -8195075.000000 Penalty: 1088.022949
	Iteration 110Q: 3 clusters Score -8195075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 136580 members 
Entering Unmasked Estep 
Score: -8195076.500000 Penalty: 1088.022949
	Iteration 111Q: 3 clusters Score -8195076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 136572 members 
Entering Unmasked Estep 
Score: -8195082.500000 Penalty: 1088.022949
	Iteration 112Q: 3 clusters Score -8195082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 136562 members 
Entering Unmasked Estep 
Score: -8195079.500000 Penalty: 1088.022949
	Iteration 113Q: 3 clusters Score -8195080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 136551 members 
Entering Unmasked Estep 
Score: -8195072.000000 Penalty: 1088.022949
	Iteration 114Q: 3 clusters Score -8195072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 136540 members 
Entering Unmasked Estep 
Score: -8195077.500000 Penalty: 1088.022949
	Iteration 115Q: 3 clusters Score -8195078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 136528 members 
Entering Unmasked Estep 
Score: -8195074.500000 Penalty: 1088.022949
	Iteration 116Q: 3 clusters Score -8195074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 136516 members 
Entering Unmasked Estep 
Score: -8195062.000000 Penalty: 1088.022949
	Iteration 117Q: 3 clusters Score -8195062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 136506 members 
Entering Unmasked Estep 
Score: -8195055.000000 Penalty: 1088.022949
	Iteration 118Q: 3 clusters Score -8195055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 136498 members 
Entering Unmasked Estep 
Score: -8195048.000000 Penalty: 1088.022949
	Iteration 119Q: 3 clusters Score -8195048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 136488 members 
Entering Unmasked Estep 
Score: -8195054.000000 Penalty: 1088.022949
	Iteration 120F: 3 clusters Score -8195054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 136478 members 
Entering Unmasked Estep 
Score: -8195032.500000 Penalty: 1088.022949
	Iteration 121Q: 3 clusters Score -8195032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 136478 members 
Entering Unmasked Estep 
Score: -8195038.500000 Penalty: 1088.022949
	Iteration 122Q: 3 clusters Score -8195038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 136476 members 
Entering Unmasked Estep 
Score: -8195039.000000 Penalty: 1088.022949
	Iteration 123Q: 3 clusters Score -8195039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -8195041.500000 Penalty: 1088.022949
	Iteration 124Q: 3 clusters Score -8195042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 136468 members 
Entering Unmasked Estep 
Score: -8195051.500000 Penalty: 1088.022949
	Iteration 125Q: 3 clusters Score -8195052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 136462 members 
Entering Unmasked Estep 
Score: -8195049.000000 Penalty: 1088.022949
	Iteration 126Q: 3 clusters Score -8195049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -8195050.500000 Penalty: 1088.022949
	Iteration 127Q: 3 clusters Score -8195050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 136450 members 
Entering Unmasked Estep 
Score: -8195044.000000 Penalty: 1088.022949
	Iteration 128Q: 3 clusters Score -8195044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 136440 members 
Entering Unmasked Estep 
Score: -8195043.500000 Penalty: 1088.022949
	Iteration 129Q: 3 clusters Score -8195044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 136430 members 
Entering Unmasked Estep 
Score: -8195041.500000 Penalty: 1088.022949
	Iteration 130Q: 3 clusters Score -8195042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 136424 members 
Entering Unmasked Estep 
Score: -8195041.000000 Penalty: 1088.022949
	Iteration 131Q: 3 clusters Score -8195041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 136420 members 
Entering Unmasked Estep 
Score: -8195044.500000 Penalty: 1088.022949
	Iteration 132Q: 3 clusters Score -8195044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 136418 members 
Entering Unmasked Estep 
Score: -8195042.000000 Penalty: 1088.022949
	Iteration 133Q: 3 clusters Score -8195042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 136418 members 
Entering Unmasked Estep 
Score: -8195042.000000 Penalty: 1088.022949
	Iteration 134F: 3 clusters Score -8195042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 166380 members 
Mstep: Class 4 contains 29248 members 
Mstep: Class 5 contains 79437 members 
Mstep: Class 6 contains 27734 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 147008 members 
Mstep: Class 9 contains 86599 members 
Mstep: Class 10 contains 40109 members 
Mstep: Class 11 contains 112537 members 
Mstep: Class 12 contains 136418 members 
Mstep: Class 13 contains 92220 members 
Mstep: Class 14 contains 128863 members 
Mstep: Class 15 contains 158429 members 
Mstep: Class 16 contains 153954 members 
Mstep: Class 17 contains 6211 members 
Mstep: Class 18 contains 62026 members 
Mstep: Class 19 contains 120232 members 
Mstep: Class 20 contains 158155 members 
Entering Unmasked Estep 
Score: -87144448.000000 Penalty: 13071.056641
Splitting cluster 1 changes total score from -87146104.000000 to -87144448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Entering Unmasked Estep 
Score: -262583.593750 Penalty: 385.121765
	Iteration 0F: 2 clusters Score -262583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -259399.890625 Penalty: 770.243530
	Iteration 0F: 3 clusters Score -259399.9 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -260507.656250 Penalty: 770.243530
	Iteration 1F: 3 clusters Score -260507.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -260630.000000 Penalty: 770.243530
	Iteration 2F: 3 clusters Score -260630 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -260746.578125 Penalty: 770.243530
	Iteration 3F: 3 clusters Score -260746.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -260867.906250 Penalty: 770.243530
	Iteration 4Q: 3 clusters Score -260867.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -261032.953125 Penalty: 770.243530
	Iteration 5F: 3 clusters Score -261033 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -261214.796875 Penalty: 770.243530
	Iteration 6F: 3 clusters Score -261214.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -261412.125000 Penalty: 770.243530
	Iteration 7F: 3 clusters Score -261412.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -261615.343750 Penalty: 770.243530
	Iteration 8F: 3 clusters Score -261615.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -261766.390625 Penalty: 770.243530
	Iteration 9Q: 3 clusters Score -261766.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -261875.968750 Penalty: 770.243530
	Iteration 10Q: 3 clusters Score -261876 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -261974.890625 Penalty: 770.243530
	Iteration 11Q: 3 clusters Score -261974.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -262060.953125 Penalty: 770.243530
	Iteration 12Q: 3 clusters Score -262061 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -262123.890625 Penalty: 770.243530
	Iteration 13Q: 3 clusters Score -262123.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -262168.750000 Penalty: 770.243530
	Iteration 14Q: 3 clusters Score -262168.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -262201.218750 Penalty: 770.243530
	Iteration 15Q: 3 clusters Score -262201.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -262221.250000 Penalty: 770.243530
	Iteration 16Q: 3 clusters Score -262221.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -262226.750000 Penalty: 770.243530
	Iteration 17Q: 3 clusters Score -262226.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -262230.812500 Penalty: 770.243530
	Iteration 18Q: 3 clusters Score -262230.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -262233.406250 Penalty: 770.243530
	Iteration 19Q: 3 clusters Score -262233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -262233.937500 Penalty: 770.243530
	Iteration 20F: 3 clusters Score -262233.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (166380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166380 members 
Entering Unmasked Estep 
Score: -8988241.000000 Penalty: 547.002380
	Iteration 0F: 2 clusters Score -8988241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83026 members 
Mstep: Class 2 contains 83354 members 
Entering Unmasked Estep 
Score: -8909566.000000 Penalty: 1094.004761
	Iteration 0F: 3 clusters Score -8909566 nChanged 81473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77763 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -8957967.000000 Penalty: 1094.004761
	Iteration 1F: 3 clusters Score -8957967 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 89792 members 
Entering Unmasked Estep 
Score: -8959714.000000 Penalty: 1094.004761
	Iteration 2Q: 3 clusters Score -8959714 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 90628 members 
Entering Unmasked Estep 
Score: -8962821.000000 Penalty: 1094.004761
	Iteration 3Q: 3 clusters Score -8962821 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 90393 members 
Entering Unmasked Estep 
Score: -8968591.000000 Penalty: 1094.004761
	Iteration 4F: 3 clusters Score -8968591 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -8978293.000000 Penalty: 1094.004761
	Iteration 5F: 3 clusters Score -8978293 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -8987454.000000 Penalty: 1094.004761
	Iteration 6F: 3 clusters Score -8987454 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -8990871.000000 Penalty: 1094.004761
	Iteration 7F: 3 clusters Score -8990871 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -8990918.000000 Penalty: 1094.004761
	Iteration 8Q: 3 clusters Score -8990918 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100029 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -8990238.000000 Penalty: 1094.004761
	Iteration 9Q: 3 clusters Score -8990238 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -8989577.000000 Penalty: 1094.004761
	Iteration 10Q: 3 clusters Score -8989577 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115161 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -8989273.000000 Penalty: 1094.004761
	Iteration 11Q: 3 clusters Score -8989273 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124115 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -8989396.000000 Penalty: 1094.004761
	Iteration 12F: 3 clusters Score -8989396 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133229 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -8989975.000000 Penalty: 1094.004761
	Iteration 13F: 3 clusters Score -8989975 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141527 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -8988686.000000 Penalty: 1094.004761
	Iteration 14F: 3 clusters Score -8988686 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148048 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -8986626.000000 Penalty: 1094.004761
	Iteration 15Q: 3 clusters Score -8986626 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152880 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -8987430.000000 Penalty: 1094.004761
	Iteration 16Q: 3 clusters Score -8987430 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156496 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -8987448.000000 Penalty: 1094.004761
	Iteration 17Q: 3 clusters Score -8987448 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159143 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -8987387.000000 Penalty: 1094.004761
	Iteration 18Q: 3 clusters Score -8987387 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161089 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -8987500.000000 Penalty: 1094.004761
	Iteration 19Q: 3 clusters Score -8987500 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162513 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -8987668.000000 Penalty: 1094.004761
	Iteration 20F: 3 clusters Score -8987668 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163547 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8987741.000000 Penalty: 1094.004761
	Iteration 21Q: 3 clusters Score -8987741 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164289 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8987869.000000 Penalty: 1094.004761
	Iteration 22Q: 3 clusters Score -8987869 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164789 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8987902.000000 Penalty: 1094.004761
	Iteration 23Q: 3 clusters Score -8987902 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8987931.000000 Penalty: 1094.004761
	Iteration 24Q: 3 clusters Score -8987931 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165355 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8987930.000000 Penalty: 1094.004761
	Iteration 25Q: 3 clusters Score -8987930 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8987931.000000 Penalty: 1094.004761
	Iteration 26Q: 3 clusters Score -8987931 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165578 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8987935.000000 Penalty: 1094.004761
	Iteration 27Q: 3 clusters Score -8987935 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165641 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8987923.000000 Penalty: 1094.004761
	Iteration 28Q: 3 clusters Score -8987923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8987926.000000 Penalty: 1094.004761
	Iteration 29Q: 3 clusters Score -8987926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165723 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8987945.000000 Penalty: 1094.004761
	Iteration 30Q: 3 clusters Score -8987945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165760 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8987943.000000 Penalty: 1094.004761
	Iteration 31Q: 3 clusters Score -8987943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165786 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8987944.000000 Penalty: 1094.004761
	Iteration 32Q: 3 clusters Score -8987944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165806 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8987949.000000 Penalty: 1094.004761
	Iteration 33Q: 3 clusters Score -8987949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165826 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8987959.000000 Penalty: 1094.004761
	Iteration 34Q: 3 clusters Score -8987959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165841 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8987950.000000 Penalty: 1094.004761
	Iteration 35Q: 3 clusters Score -8987950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165853 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8987959.000000 Penalty: 1094.004761
	Iteration 36Q: 3 clusters Score -8987959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165861 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8987965.000000 Penalty: 1094.004761
	Iteration 37Q: 3 clusters Score -8987965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165869 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8987968.000000 Penalty: 1094.004761
	Iteration 38Q: 3 clusters Score -8987968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165876 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8987968.000000 Penalty: 1094.004761
	Iteration 39Q: 3 clusters Score -8987968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165870 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8987987.000000 Penalty: 1094.004761
	Iteration 40F: 3 clusters Score -8987987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165863 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8987969.000000 Penalty: 1094.004761
	Iteration 41Q: 3 clusters Score -8987969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165858 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8987987.000000 Penalty: 1094.004761
	Iteration 42Q: 3 clusters Score -8987987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165853 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8987998.000000 Penalty: 1094.004761
	Iteration 43Q: 3 clusters Score -8987998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8987991.000000 Penalty: 1094.004761
	Iteration 44Q: 3 clusters Score -8987991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8987998.000000 Penalty: 1094.004761
	Iteration 45Q: 3 clusters Score -8987998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165832 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8988019.000000 Penalty: 1094.004761
	Iteration 46Q: 3 clusters Score -8988019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165823 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8988037.000000 Penalty: 1094.004761
	Iteration 47Q: 3 clusters Score -8988037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165816 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8988047.000000 Penalty: 1094.004761
	Iteration 48Q: 3 clusters Score -8988047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165809 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8988047.000000 Penalty: 1094.004761
	Iteration 49Q: 3 clusters Score -8988047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165799 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8988066.000000 Penalty: 1094.004761
	Iteration 50Q: 3 clusters Score -8988066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165793 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8988090.000000 Penalty: 1094.004761
	Iteration 51Q: 3 clusters Score -8988090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8988087.000000 Penalty: 1094.004761
	Iteration 52Q: 3 clusters Score -8988087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165780 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8988098.000000 Penalty: 1094.004761
	Iteration 53Q: 3 clusters Score -8988098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165777 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8988101.000000 Penalty: 1094.004761
	Iteration 54Q: 3 clusters Score -8988101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165775 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8988104.000000 Penalty: 1094.004761
	Iteration 55Q: 3 clusters Score -8988104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165775 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8988121.000000 Penalty: 1094.004761
	Iteration 56Q: 3 clusters Score -8988121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165772 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8988123.000000 Penalty: 1094.004761
	Iteration 57Q: 3 clusters Score -8988123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165774 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8988122.000000 Penalty: 1094.004761
	Iteration 58Q: 3 clusters Score -8988122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165777 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8988127.000000 Penalty: 1094.004761
	Iteration 59Q: 3 clusters Score -8988127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165776 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8988131.000000 Penalty: 1094.004761
	Iteration 60F: 3 clusters Score -8988131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165758 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8988139.000000 Penalty: 1094.004761
	Iteration 61Q: 3 clusters Score -8988139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165745 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8988138.000000 Penalty: 1094.004761
	Iteration 62Q: 3 clusters Score -8988138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165737 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8988156.000000 Penalty: 1094.004761
	Iteration 63Q: 3 clusters Score -8988156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165734 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8988164.000000 Penalty: 1094.004761
	Iteration 64Q: 3 clusters Score -8988164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8988170.000000 Penalty: 1094.004761
	Iteration 65Q: 3 clusters Score -8988170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165712 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8988175.000000 Penalty: 1094.004761
	Iteration 66Q: 3 clusters Score -8988175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165703 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8988189.000000 Penalty: 1094.004761
	Iteration 67Q: 3 clusters Score -8988189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165690 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8988195.000000 Penalty: 1094.004761
	Iteration 68Q: 3 clusters Score -8988195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165683 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8988198.000000 Penalty: 1094.004761
	Iteration 69Q: 3 clusters Score -8988198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165677 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8988211.000000 Penalty: 1094.004761
	Iteration 70Q: 3 clusters Score -8988211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165671 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8988224.000000 Penalty: 1094.004761
	Iteration 71Q: 3 clusters Score -8988224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8988224.000000 Penalty: 1094.004761
	Iteration 72Q: 3 clusters Score -8988224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165652 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8988222.000000 Penalty: 1094.004761
	Iteration 73Q: 3 clusters Score -8988222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8988219.000000 Penalty: 1094.004761
	Iteration 74Q: 3 clusters Score -8988219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165630 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8988232.000000 Penalty: 1094.004761
	Iteration 75Q: 3 clusters Score -8988232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165609 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8988261.000000 Penalty: 1094.004761
	Iteration 76Q: 3 clusters Score -8988261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165590 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8988267.000000 Penalty: 1094.004761
	Iteration 77Q: 3 clusters Score -8988267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165574 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8988270.000000 Penalty: 1094.004761
	Iteration 78Q: 3 clusters Score -8988270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165564 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8988281.000000 Penalty: 1094.004761
	Iteration 79Q: 3 clusters Score -8988281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165551 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8988278.000000 Penalty: 1094.004761
	Iteration 80F: 3 clusters Score -8988278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165536 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8988282.000000 Penalty: 1094.004761
	Iteration 81Q: 3 clusters Score -8988282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165526 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8988289.000000 Penalty: 1094.004761
	Iteration 82Q: 3 clusters Score -8988289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165516 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8988291.000000 Penalty: 1094.004761
	Iteration 83Q: 3 clusters Score -8988291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165507 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8988288.000000 Penalty: 1094.004761
	Iteration 84Q: 3 clusters Score -8988288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8988300.000000 Penalty: 1094.004761
	Iteration 85Q: 3 clusters Score -8988300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165493 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8988312.000000 Penalty: 1094.004761
	Iteration 86Q: 3 clusters Score -8988312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165485 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8988314.000000 Penalty: 1094.004761
	Iteration 87Q: 3 clusters Score -8988314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165474 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8988320.000000 Penalty: 1094.004761
	Iteration 88Q: 3 clusters Score -8988320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165463 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8988339.000000 Penalty: 1094.004761
	Iteration 89Q: 3 clusters Score -8988339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165448 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8988336.000000 Penalty: 1094.004761
	Iteration 90Q: 3 clusters Score -8988336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165439 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8988342.000000 Penalty: 1094.004761
	Iteration 91Q: 3 clusters Score -8988342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165431 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8988331.000000 Penalty: 1094.004761
	Iteration 92Q: 3 clusters Score -8988331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165425 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8988332.000000 Penalty: 1094.004761
	Iteration 93Q: 3 clusters Score -8988332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165415 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8988334.000000 Penalty: 1094.004761
	Iteration 94Q: 3 clusters Score -8988334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165409 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8988336.000000 Penalty: 1094.004761
	Iteration 95Q: 3 clusters Score -8988336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8988343.000000 Penalty: 1094.004761
	Iteration 96Q: 3 clusters Score -8988343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165397 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8988358.000000 Penalty: 1094.004761
	Iteration 97Q: 3 clusters Score -8988358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165394 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8988355.000000 Penalty: 1094.004761
	Iteration 98Q: 3 clusters Score -8988355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165392 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8988365.000000 Penalty: 1094.004761
	Iteration 99Q: 3 clusters Score -8988365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165394 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8988371.000000 Penalty: 1094.004761
	Iteration 100F: 3 clusters Score -8988371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165391 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8988364.000000 Penalty: 1094.004761
	Iteration 101Q: 3 clusters Score -8988364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8988372.000000 Penalty: 1094.004761
	Iteration 102Q: 3 clusters Score -8988372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165375 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8988387.000000 Penalty: 1094.004761
	Iteration 103Q: 3 clusters Score -8988387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165364 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8988384.000000 Penalty: 1094.004761
	Iteration 104Q: 3 clusters Score -8988384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165349 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8988394.000000 Penalty: 1094.004761
	Iteration 105Q: 3 clusters Score -8988394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165335 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8988393.000000 Penalty: 1094.004761
	Iteration 106Q: 3 clusters Score -8988393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8988407.000000 Penalty: 1094.004761
	Iteration 107Q: 3 clusters Score -8988407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165318 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8988410.000000 Penalty: 1094.004761
	Iteration 108Q: 3 clusters Score -8988410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165307 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8988428.000000 Penalty: 1094.004761
	Iteration 109Q: 3 clusters Score -8988428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8988420.000000 Penalty: 1094.004761
	Iteration 110Q: 3 clusters Score -8988420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165294 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8988426.000000 Penalty: 1094.004761
	Iteration 111Q: 3 clusters Score -8988426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165295 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8988438.000000 Penalty: 1094.004761
	Iteration 112Q: 3 clusters Score -8988438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165284 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8988440.000000 Penalty: 1094.004761
	Iteration 113Q: 3 clusters Score -8988440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165268 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8988451.000000 Penalty: 1094.004761
	Iteration 114Q: 3 clusters Score -8988451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165255 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8988467.000000 Penalty: 1094.004761
	Iteration 115Q: 3 clusters Score -8988467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165232 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8988467.000000 Penalty: 1094.004761
	Iteration 116Q: 3 clusters Score -8988467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165214 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8988480.000000 Penalty: 1094.004761
	Iteration 117Q: 3 clusters Score -8988480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8988484.000000 Penalty: 1094.004761
	Iteration 118Q: 3 clusters Score -8988484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165197 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8988498.000000 Penalty: 1094.004761
	Iteration 119Q: 3 clusters Score -8988498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165189 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8988504.000000 Penalty: 1094.004761
	Iteration 120F: 3 clusters Score -8988504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8988504.000000 Penalty: 1094.004761
	Iteration 121Q: 3 clusters Score -8988504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165183 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8988508.000000 Penalty: 1094.004761
	Iteration 122Q: 3 clusters Score -8988508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165181 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8988514.000000 Penalty: 1094.004761
	Iteration 123Q: 3 clusters Score -8988514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8988513.000000 Penalty: 1094.004761
	Iteration 124Q: 3 clusters Score -8988513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165175 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8988514.000000 Penalty: 1094.004761
	Iteration 125Q: 3 clusters Score -8988514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165175 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8988512.000000 Penalty: 1094.004761
	Iteration 126Q: 3 clusters Score -8988512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8988513.000000 Penalty: 1094.004761
	Iteration 127Q: 3 clusters Score -8988513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165177 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8988509.000000 Penalty: 1094.004761
	Iteration 128Q: 3 clusters Score -8988509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165180 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8988513.000000 Penalty: 1094.004761
	Iteration 129Q: 3 clusters Score -8988513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165181 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8988515.000000 Penalty: 1094.004761
	Iteration 130Q: 3 clusters Score -8988515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165181 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8988515.000000 Penalty: 1094.004761
	Iteration 131F: 3 clusters Score -8988515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 155795 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 165181 members 
Mstep: Class 4 contains 29248 members 
Mstep: Class 5 contains 79437 members 
Mstep: Class 6 contains 27734 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 147008 members 
Mstep: Class 9 contains 86599 members 
Mstep: Class 10 contains 40109 members 
Mstep: Class 11 contains 112537 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 92220 members 
Mstep: Class 14 contains 128863 members 
Mstep: Class 15 contains 158429 members 
Mstep: Class 16 contains 153954 members 
Mstep: Class 17 contains 6211 members 
Mstep: Class 18 contains 62026 members 
Mstep: Class 19 contains 120232 members 
Mstep: Class 20 contains 158155 members 
Entering Unmasked Estep 
Score: -87142296.000000 Penalty: 13071.056641
Splitting cluster 3 changes total score from -87146104.000000 to -87142296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (29248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Entering Unmasked Estep 
Score: -1609263.875000 Penalty: 467.902283
	Iteration 0F: 2 clusters Score -1609264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1589664.875000 Penalty: 935.804565
	Iteration 0F: 3 clusters Score -1589665 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1597968.875000 Penalty: 935.804565
	Iteration 1F: 3 clusters Score -1597969 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1598318.125000 Penalty: 935.804565
	Iteration 2Q: 3 clusters Score -1598318 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1598820.000000 Penalty: 935.804565
	Iteration 3Q: 3 clusters Score -1598820 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1599540.125000 Penalty: 935.804565
	Iteration 4Q: 3 clusters Score -1599540 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1600724.375000 Penalty: 935.804565
	Iteration 5F: 3 clusters Score -1600724 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1602359.250000 Penalty: 935.804565
	Iteration 6F: 3 clusters Score -1602359 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1603879.500000 Penalty: 935.804565
	Iteration 7F: 3 clusters Score -1603880 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1604706.000000 Penalty: 935.804565
	Iteration 8F: 3 clusters Score -1604706 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1605064.625000 Penalty: 935.804565
	Iteration 9Q: 3 clusters Score -1605065 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1605288.125000 Penalty: 935.804565
	Iteration 10Q: 3 clusters Score -1605288 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1605473.250000 Penalty: 935.804565
	Iteration 11Q: 3 clusters Score -1605473 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1605653.250000 Penalty: 935.804565
	Iteration 12Q: 3 clusters Score -1605653 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1605803.125000 Penalty: 935.804565
	Iteration 13Q: 3 clusters Score -1605803 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1605974.000000 Penalty: 935.804565
	Iteration 14Q: 3 clusters Score -1605974 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1606123.375000 Penalty: 935.804565
	Iteration 15Q: 3 clusters Score -1606123 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1606235.625000 Penalty: 935.804565
	Iteration 16Q: 3 clusters Score -1606236 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1606346.125000 Penalty: 935.804565
	Iteration 17Q: 3 clusters Score -1606346 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1606432.500000 Penalty: 935.804565
	Iteration 18Q: 3 clusters Score -1606432 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1606506.125000 Penalty: 935.804565
	Iteration 19Q: 3 clusters Score -1606506 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1606577.750000 Penalty: 935.804565
	Iteration 20F: 3 clusters Score -1606578 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1606632.500000 Penalty: 935.804565
	Iteration 21Q: 3 clusters Score -1606632 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1606694.375000 Penalty: 935.804565
	Iteration 22Q: 3 clusters Score -1606694 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1606749.000000 Penalty: 935.804565
	Iteration 23Q: 3 clusters Score -1606749 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1606807.125000 Penalty: 935.804565
	Iteration 24Q: 3 clusters Score -1606807 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1606853.125000 Penalty: 935.804565
	Iteration 25Q: 3 clusters Score -1606853 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1606895.125000 Penalty: 935.804565
	Iteration 26Q: 3 clusters Score -1606895 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1606937.750000 Penalty: 935.804565
	Iteration 27Q: 3 clusters Score -1606938 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1606976.750000 Penalty: 935.804565
	Iteration 28Q: 3 clusters Score -1606977 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1607016.000000 Penalty: 935.804565
	Iteration 29Q: 3 clusters Score -1607016 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1607052.875000 Penalty: 935.804565
	Iteration 30Q: 3 clusters Score -1607053 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1607086.125000 Penalty: 935.804565
	Iteration 31Q: 3 clusters Score -1607086 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1607119.250000 Penalty: 935.804565
	Iteration 32Q: 3 clusters Score -1607119 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1607152.375000 Penalty: 935.804565
	Iteration 33Q: 3 clusters Score -1607152 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1607181.625000 Penalty: 935.804565
	Iteration 34Q: 3 clusters Score -1607182 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1607210.375000 Penalty: 935.804565
	Iteration 35Q: 3 clusters Score -1607210 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1607256.875000 Penalty: 935.804565
	Iteration 36Q: 3 clusters Score -1607257 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1607313.125000 Penalty: 935.804565
	Iteration 37Q: 3 clusters Score -1607313 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1607370.250000 Penalty: 935.804565
	Iteration 38Q: 3 clusters Score -1607370 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1607425.500000 Penalty: 935.804565
	Iteration 39Q: 3 clusters Score -1607426 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1607475.625000 Penalty: 935.804565
	Iteration 40F: 3 clusters Score -1607476 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1607523.875000 Penalty: 935.804565
	Iteration 41Q: 3 clusters Score -1607524 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1607575.750000 Penalty: 935.804565
	Iteration 42Q: 3 clusters Score -1607576 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1607614.125000 Penalty: 935.804565
	Iteration 43Q: 3 clusters Score -1607614 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1607659.000000 Penalty: 935.804565
	Iteration 44Q: 3 clusters Score -1607659 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1607701.250000 Penalty: 935.804565
	Iteration 45Q: 3 clusters Score -1607701 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1607745.250000 Penalty: 935.804565
	Iteration 46Q: 3 clusters Score -1607745 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1607784.750000 Penalty: 935.804565
	Iteration 47Q: 3 clusters Score -1607785 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1607837.125000 Penalty: 935.804565
	Iteration 48Q: 3 clusters Score -1607837 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1607881.375000 Penalty: 935.804565
	Iteration 49Q: 3 clusters Score -1607881 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1607904.125000 Penalty: 935.804565
	Iteration 50Q: 3 clusters Score -1607904 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1607935.875000 Penalty: 935.804565
	Iteration 51Q: 3 clusters Score -1607936 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1607967.875000 Penalty: 935.804565
	Iteration 52Q: 3 clusters Score -1607968 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1607990.625000 Penalty: 935.804565
	Iteration 53Q: 3 clusters Score -1607991 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1608022.500000 Penalty: 935.804565
	Iteration 54Q: 3 clusters Score -1608022 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1608052.625000 Penalty: 935.804565
	Iteration 55Q: 3 clusters Score -1608053 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1608089.500000 Penalty: 935.804565
	Iteration 56Q: 3 clusters Score -1608090 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1608117.000000 Penalty: 935.804565
	Iteration 57Q: 3 clusters Score -1608117 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1608139.500000 Penalty: 935.804565
	Iteration 58Q: 3 clusters Score -1608140 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1608160.875000 Penalty: 935.804565
	Iteration 59Q: 3 clusters Score -1608161 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1608186.000000 Penalty: 935.804565
	Iteration 60F: 3 clusters Score -1608186 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1608218.875000 Penalty: 935.804565
	Iteration 61Q: 3 clusters Score -1608219 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1608241.875000 Penalty: 935.804565
	Iteration 62Q: 3 clusters Score -1608242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1608258.875000 Penalty: 935.804565
	Iteration 63Q: 3 clusters Score -1608259 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1608281.750000 Penalty: 935.804565
	Iteration 64Q: 3 clusters Score -1608282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1608302.875000 Penalty: 935.804565
	Iteration 65Q: 3 clusters Score -1608303 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1608316.625000 Penalty: 935.804565
	Iteration 66Q: 3 clusters Score -1608317 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1608319.125000 Penalty: 935.804565
	Iteration 67Q: 3 clusters Score -1608319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1608325.500000 Penalty: 935.804565
	Iteration 68Q: 3 clusters Score -1608326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1608334.625000 Penalty: 935.804565
	Iteration 69Q: 3 clusters Score -1608335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1608335.000000 Penalty: 935.804565
	Iteration 70Q: 3 clusters Score -1608335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1608339.500000 Penalty: 935.804565
	Iteration 71Q: 3 clusters Score -1608340 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1608347.125000 Penalty: 935.804565
	Iteration 72Q: 3 clusters Score -1608347 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1608353.125000 Penalty: 935.804565
	Iteration 73Q: 3 clusters Score -1608353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1608362.375000 Penalty: 935.804565
	Iteration 74Q: 3 clusters Score -1608362 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1608370.125000 Penalty: 935.804565
	Iteration 75Q: 3 clusters Score -1608370 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1608382.500000 Penalty: 935.804565
	Iteration 76Q: 3 clusters Score -1608382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1608392.625000 Penalty: 935.804565
	Iteration 77Q: 3 clusters Score -1608393 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1608398.750000 Penalty: 935.804565
	Iteration 78Q: 3 clusters Score -1608399 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1608404.875000 Penalty: 935.804565
	Iteration 79Q: 3 clusters Score -1608405 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1608417.000000 Penalty: 935.804565
	Iteration 80F: 3 clusters Score -1608417 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1608431.875000 Penalty: 935.804565
	Iteration 81Q: 3 clusters Score -1608432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1608437.000000 Penalty: 935.804565
	Iteration 82Q: 3 clusters Score -1608437 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1608448.500000 Penalty: 935.804565
	Iteration 83Q: 3 clusters Score -1608448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1608460.875000 Penalty: 935.804565
	Iteration 84Q: 3 clusters Score -1608461 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1608482.875000 Penalty: 935.804565
	Iteration 85Q: 3 clusters Score -1608483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1608511.000000 Penalty: 935.804565
	Iteration 86Q: 3 clusters Score -1608511 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1608527.500000 Penalty: 935.804565
	Iteration 87Q: 3 clusters Score -1608528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1608552.000000 Penalty: 935.804565
	Iteration 88Q: 3 clusters Score -1608552 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1608575.500000 Penalty: 935.804565
	Iteration 89Q: 3 clusters Score -1608576 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1608592.625000 Penalty: 935.804565
	Iteration 90Q: 3 clusters Score -1608593 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1608617.625000 Penalty: 935.804565
	Iteration 91Q: 3 clusters Score -1608618 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1608638.625000 Penalty: 935.804565
	Iteration 92Q: 3 clusters Score -1608639 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1608659.625000 Penalty: 935.804565
	Iteration 93Q: 3 clusters Score -1608660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1608676.875000 Penalty: 935.804565
	Iteration 94Q: 3 clusters Score -1608677 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1608701.125000 Penalty: 935.804565
	Iteration 95Q: 3 clusters Score -1608701 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1608720.125000 Penalty: 935.804565
	Iteration 96Q: 3 clusters Score -1608720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1608745.250000 Penalty: 935.804565
	Iteration 97Q: 3 clusters Score -1608745 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1608775.500000 Penalty: 935.804565
	Iteration 98Q: 3 clusters Score -1608776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1608793.250000 Penalty: 935.804565
	Iteration 99Q: 3 clusters Score -1608793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1608811.875000 Penalty: 935.804565
	Iteration 100F: 3 clusters Score -1608812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1608829.500000 Penalty: 935.804565
	Iteration 101Q: 3 clusters Score -1608830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1608842.625000 Penalty: 935.804565
	Iteration 102Q: 3 clusters Score -1608843 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1608854.250000 Penalty: 935.804565
	Iteration 103Q: 3 clusters Score -1608854 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1608865.875000 Penalty: 935.804565
	Iteration 104Q: 3 clusters Score -1608866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1608875.750000 Penalty: 935.804565
	Iteration 105Q: 3 clusters Score -1608876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1608887.000000 Penalty: 935.804565
	Iteration 106Q: 3 clusters Score -1608887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1608897.500000 Penalty: 935.804565
	Iteration 107Q: 3 clusters Score -1608898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1608911.375000 Penalty: 935.804565
	Iteration 108Q: 3 clusters Score -1608911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1608917.250000 Penalty: 935.804565
	Iteration 109Q: 3 clusters Score -1608917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1608929.250000 Penalty: 935.804565
	Iteration 110Q: 3 clusters Score -1608929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1608930.750000 Penalty: 935.804565
	Iteration 111Q: 3 clusters Score -1608931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1608934.625000 Penalty: 935.804565
	Iteration 112Q: 3 clusters Score -1608935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1608943.125000 Penalty: 935.804565
	Iteration 113Q: 3 clusters Score -1608943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1608947.500000 Penalty: 935.804565
	Iteration 114Q: 3 clusters Score -1608948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1608951.875000 Penalty: 935.804565
	Iteration 115Q: 3 clusters Score -1608952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1608956.500000 Penalty: 935.804565
	Iteration 116Q: 3 clusters Score -1608956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1608959.000000 Penalty: 935.804565
	Iteration 117Q: 3 clusters Score -1608959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1608960.125000 Penalty: 935.804565
	Iteration 118Q: 3 clusters Score -1608960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1608967.875000 Penalty: 935.804565
	Iteration 119Q: 3 clusters Score -1608968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1608972.000000 Penalty: 935.804565
	Iteration 120F: 3 clusters Score -1608972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1608973.875000 Penalty: 935.804565
	Iteration 121Q: 3 clusters Score -1608974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1608972.625000 Penalty: 935.804565
	Iteration 122Q: 3 clusters Score -1608973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1608979.250000 Penalty: 935.804565
	Iteration 123Q: 3 clusters Score -1608979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1608978.375000 Penalty: 935.804565
	Iteration 124Q: 3 clusters Score -1608978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1608976.875000 Penalty: 935.804565
	Iteration 125Q: 3 clusters Score -1608977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1608976.875000 Penalty: 935.804565
	Iteration 126F: 3 clusters Score -1608977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79437 members 
Entering Unmasked Estep 
Score: -4425412.500000 Penalty: 513.363770
	Iteration 0F: 2 clusters Score -4425412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -4372809.500000 Penalty: 1026.727539
	Iteration 0F: 3 clusters Score -4372810 nChanged 38561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -4396242.500000 Penalty: 1026.727539
	Iteration 1F: 3 clusters Score -4396242 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -4397069.500000 Penalty: 1026.727539
	Iteration 2Q: 3 clusters Score -4397070 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4398450.500000 Penalty: 1026.727539
	Iteration 3Q: 3 clusters Score -4398450 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4400684.000000 Penalty: 1026.727539
	Iteration 4F: 3 clusters Score -4400684 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4404542.000000 Penalty: 1026.727539
	Iteration 5F: 3 clusters Score -4404542 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4410175.500000 Penalty: 1026.727539
	Iteration 6F: 3 clusters Score -4410176 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -4415343.000000 Penalty: 1026.727539
	Iteration 7F: 3 clusters Score -4415343 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -4417509.500000 Penalty: 1026.727539
	Iteration 8F: 3 clusters Score -4417510 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -4418091.000000 Penalty: 1026.727539
	Iteration 9Q: 3 clusters Score -4418091 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -4418347.000000 Penalty: 1026.727539
	Iteration 10Q: 3 clusters Score -4418347 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -4418487.000000 Penalty: 1026.727539
	Iteration 11Q: 3 clusters Score -4418487 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -4418681.500000 Penalty: 1026.727539
	Iteration 12Q: 3 clusters Score -4418682 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -4418866.000000 Penalty: 1026.727539
	Iteration 13Q: 3 clusters Score -4418866 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -4419086.000000 Penalty: 1026.727539
	Iteration 14Q: 3 clusters Score -4419086 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -4419266.000000 Penalty: 1026.727539
	Iteration 15Q: 3 clusters Score -4419266 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4419490.500000 Penalty: 1026.727539
	Iteration 16Q: 3 clusters Score -4419490 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -4419729.000000 Penalty: 1026.727539
	Iteration 17Q: 3 clusters Score -4419729 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4419963.000000 Penalty: 1026.727539
	Iteration 18Q: 3 clusters Score -4419963 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4420184.500000 Penalty: 1026.727539
	Iteration 19Q: 3 clusters Score -4420184 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -4420442.500000 Penalty: 1026.727539
	Iteration 20F: 3 clusters Score -4420442 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -4420686.500000 Penalty: 1026.727539
	Iteration 21Q: 3 clusters Score -4420686 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -4420932.500000 Penalty: 1026.727539
	Iteration 22Q: 3 clusters Score -4420932 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4421169.000000 Penalty: 1026.727539
	Iteration 23Q: 3 clusters Score -4421169 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -4421397.000000 Penalty: 1026.727539
	Iteration 24Q: 3 clusters Score -4421397 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -4421612.500000 Penalty: 1026.727539
	Iteration 25Q: 3 clusters Score -4421612 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4421855.500000 Penalty: 1026.727539
	Iteration 26Q: 3 clusters Score -4421856 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -4422117.500000 Penalty: 1026.727539
	Iteration 27Q: 3 clusters Score -4422118 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4422362.000000 Penalty: 1026.727539
	Iteration 28Q: 3 clusters Score -4422362 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69518 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -4422645.500000 Penalty: 1026.727539
	Iteration 29Q: 3 clusters Score -4422646 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -4422896.000000 Penalty: 1026.727539
	Iteration 30Q: 3 clusters Score -4422896 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -4423141.000000 Penalty: 1026.727539
	Iteration 31Q: 3 clusters Score -4423141 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -4423350.500000 Penalty: 1026.727539
	Iteration 32Q: 3 clusters Score -4423350 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -4423539.500000 Penalty: 1026.727539
	Iteration 33Q: 3 clusters Score -4423540 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72811 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4423704.500000 Penalty: 1026.727539
	Iteration 34Q: 3 clusters Score -4423704 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4423851.500000 Penalty: 1026.727539
	Iteration 35Q: 3 clusters Score -4423852 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -4423954.500000 Penalty: 1026.727539
	Iteration 36Q: 3 clusters Score -4423954 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4424081.500000 Penalty: 1026.727539
	Iteration 37Q: 3 clusters Score -4424082 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4424164.000000 Penalty: 1026.727539
	Iteration 38Q: 3 clusters Score -4424164 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -4424226.000000 Penalty: 1026.727539
	Iteration 39Q: 3 clusters Score -4424226 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4424273.500000 Penalty: 1026.727539
	Iteration 40F: 3 clusters Score -4424274 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -4424331.500000 Penalty: 1026.727539
	Iteration 41Q: 3 clusters Score -4424332 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4424391.500000 Penalty: 1026.727539
	Iteration 42Q: 3 clusters Score -4424392 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -4424446.000000 Penalty: 1026.727539
	Iteration 43Q: 3 clusters Score -4424446 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4424508.000000 Penalty: 1026.727539
	Iteration 44Q: 3 clusters Score -4424508 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4424533.000000 Penalty: 1026.727539
	Iteration 45Q: 3 clusters Score -4424533 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76356 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4424562.000000 Penalty: 1026.727539
	Iteration 46Q: 3 clusters Score -4424562 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4424612.000000 Penalty: 1026.727539
	Iteration 47Q: 3 clusters Score -4424612 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76716 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4424660.500000 Penalty: 1026.727539
	Iteration 48Q: 3 clusters Score -4424660 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76884 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4424699.500000 Penalty: 1026.727539
	Iteration 49Q: 3 clusters Score -4424700 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77017 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4424742.500000 Penalty: 1026.727539
	Iteration 50Q: 3 clusters Score -4424742 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4424772.000000 Penalty: 1026.727539
	Iteration 51Q: 3 clusters Score -4424772 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4424797.000000 Penalty: 1026.727539
	Iteration 52Q: 3 clusters Score -4424797 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4424832.500000 Penalty: 1026.727539
	Iteration 53Q: 3 clusters Score -4424832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4424856.500000 Penalty: 1026.727539
	Iteration 54Q: 3 clusters Score -4424856 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4424872.500000 Penalty: 1026.727539
	Iteration 55Q: 3 clusters Score -4424872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4424891.000000 Penalty: 1026.727539
	Iteration 56Q: 3 clusters Score -4424891 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77657 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4424918.000000 Penalty: 1026.727539
	Iteration 57Q: 3 clusters Score -4424918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4424942.000000 Penalty: 1026.727539
	Iteration 58Q: 3 clusters Score -4424942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4424948.500000 Penalty: 1026.727539
	Iteration 59Q: 3 clusters Score -4424948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4424960.000000 Penalty: 1026.727539
	Iteration 60F: 3 clusters Score -4424960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4424964.000000 Penalty: 1026.727539
	Iteration 61Q: 3 clusters Score -4424964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4424972.500000 Penalty: 1026.727539
	Iteration 62Q: 3 clusters Score -4424972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4424981.000000 Penalty: 1026.727539
	Iteration 63Q: 3 clusters Score -4424981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77961 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4424993.000000 Penalty: 1026.727539
	Iteration 64Q: 3 clusters Score -4424993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4424992.500000 Penalty: 1026.727539
	Iteration 65Q: 3 clusters Score -4424992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78005 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4424998.000000 Penalty: 1026.727539
	Iteration 66Q: 3 clusters Score -4424998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78025 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4425002.500000 Penalty: 1026.727539
	Iteration 67Q: 3 clusters Score -4425002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78048 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4425003.000000 Penalty: 1026.727539
	Iteration 68Q: 3 clusters Score -4425003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4425015.000000 Penalty: 1026.727539
	Iteration 69Q: 3 clusters Score -4425015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4425015.000000 Penalty: 1026.727539
	Iteration 70Q: 3 clusters Score -4425015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78109 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4425021.000000 Penalty: 1026.727539
	Iteration 71Q: 3 clusters Score -4425021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78135 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4425027.500000 Penalty: 1026.727539
	Iteration 72Q: 3 clusters Score -4425028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4425032.500000 Penalty: 1026.727539
	Iteration 73Q: 3 clusters Score -4425032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4425045.500000 Penalty: 1026.727539
	Iteration 74Q: 3 clusters Score -4425046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4425042.000000 Penalty: 1026.727539
	Iteration 75Q: 3 clusters Score -4425042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4425045.500000 Penalty: 1026.727539
	Iteration 76Q: 3 clusters Score -4425046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78241 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4425048.000000 Penalty: 1026.727539
	Iteration 77Q: 3 clusters Score -4425048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78252 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4425048.500000 Penalty: 1026.727539
	Iteration 78Q: 3 clusters Score -4425048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4425051.500000 Penalty: 1026.727539
	Iteration 79Q: 3 clusters Score -4425052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4425055.500000 Penalty: 1026.727539
	Iteration 80F: 3 clusters Score -4425056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4425052.000000 Penalty: 1026.727539
	Iteration 81Q: 3 clusters Score -4425052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4425055.500000 Penalty: 1026.727539
	Iteration 82Q: 3 clusters Score -4425056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4425053.000000 Penalty: 1026.727539
	Iteration 83Q: 3 clusters Score -4425053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4425051.000000 Penalty: 1026.727539
	Iteration 84Q: 3 clusters Score -4425051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78296 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4425058.000000 Penalty: 1026.727539
	Iteration 85Q: 3 clusters Score -4425058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78304 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4425062.500000 Penalty: 1026.727539
	Iteration 86Q: 3 clusters Score -4425062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4425061.000000 Penalty: 1026.727539
	Iteration 87Q: 3 clusters Score -4425061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78324 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4425065.500000 Penalty: 1026.727539
	Iteration 88Q: 3 clusters Score -4425066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78332 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4425060.500000 Penalty: 1026.727539
	Iteration 89Q: 3 clusters Score -4425060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4425066.000000 Penalty: 1026.727539
	Iteration 90Q: 3 clusters Score -4425066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4425068.500000 Penalty: 1026.727539
	Iteration 91Q: 3 clusters Score -4425068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4425070.500000 Penalty: 1026.727539
	Iteration 92Q: 3 clusters Score -4425070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4425077.000000 Penalty: 1026.727539
	Iteration 93Q: 3 clusters Score -4425077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4425074.500000 Penalty: 1026.727539
	Iteration 94Q: 3 clusters Score -4425074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4425079.500000 Penalty: 1026.727539
	Iteration 95Q: 3 clusters Score -4425080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4425080.500000 Penalty: 1026.727539
	Iteration 96Q: 3 clusters Score -4425080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78371 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4425075.000000 Penalty: 1026.727539
	Iteration 97Q: 3 clusters Score -4425075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4425073.000000 Penalty: 1026.727539
	Iteration 98Q: 3 clusters Score -4425073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4425073.500000 Penalty: 1026.727539
	Iteration 99Q: 3 clusters Score -4425074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4425071.000000 Penalty: 1026.727539
	Iteration 100F: 3 clusters Score -4425071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4425079.000000 Penalty: 1026.727539
	Iteration 101Q: 3 clusters Score -4425079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4425081.000000 Penalty: 1026.727539
	Iteration 102Q: 3 clusters Score -4425081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4425080.500000 Penalty: 1026.727539
	Iteration 103Q: 3 clusters Score -4425080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4425087.000000 Penalty: 1026.727539
	Iteration 104Q: 3 clusters Score -4425087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78409 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4425082.000000 Penalty: 1026.727539
	Iteration 105Q: 3 clusters Score -4425082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78413 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4425088.000000 Penalty: 1026.727539
	Iteration 106Q: 3 clusters Score -4425088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4425088.000000 Penalty: 1026.727539
	Iteration 107Q: 3 clusters Score -4425088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4425087.500000 Penalty: 1026.727539
	Iteration 108Q: 3 clusters Score -4425088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4425089.000000 Penalty: 1026.727539
	Iteration 109Q: 3 clusters Score -4425089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4425085.500000 Penalty: 1026.727539
	Iteration 110Q: 3 clusters Score -4425086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4425084.500000 Penalty: 1026.727539
	Iteration 111Q: 3 clusters Score -4425084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4425089.000000 Penalty: 1026.727539
	Iteration 112Q: 3 clusters Score -4425089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4425087.500000 Penalty: 1026.727539
	Iteration 113Q: 3 clusters Score -4425088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4425091.000000 Penalty: 1026.727539
	Iteration 114Q: 3 clusters Score -4425091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4425087.000000 Penalty: 1026.727539
	Iteration 115Q: 3 clusters Score -4425087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4425088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4425088.000000 Penalty: 1026.727539
	Iteration 117F: 3 clusters Score -4425088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Entering Unmasked Estep 
Score: -1471519.750000 Penalty: 465.483856
	Iteration 0F: 2 clusters Score -1471520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1452928.125000 Penalty: 930.967712
	Iteration 0F: 3 clusters Score -1452928 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1461340.875000 Penalty: 930.967712
	Iteration 1F: 3 clusters Score -1461341 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1462215 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1463463.375000 Penalty: 930.967712
	Iteration 3F: 3 clusters Score -1463463 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1465019.750000 Penalty: 930.967712
	Iteration 4F: 3 clusters Score -1465020 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1466467.500000 Penalty: 930.967712
	Iteration 5F: 3 clusters Score -1466468 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1467401.625000 Penalty: 930.967712
	Iteration 6F: 3 clusters Score -1467402 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1467873.750000 Penalty: 930.967712
	Iteration 7Q: 3 clusters Score -1467874 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1468124.125000 Penalty: 930.967712
	Iteration 8Q: 3 clusters Score -1468124 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1468277.875000 Penalty: 930.967712
	Iteration 9Q: 3 clusters Score -1468278 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1468386.125000 Penalty: 930.967712
	Iteration 10Q: 3 clusters Score -1468386 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1468484.875000 Penalty: 930.967712
	Iteration 11Q: 3 clusters Score -1468485 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1468576.625000 Penalty: 930.967712
	Iteration 12Q: 3 clusters Score -1468577 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1468683.625000 Penalty: 930.967712
	Iteration 13Q: 3 clusters Score -1468684 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1468804.125000 Penalty: 930.967712
	Iteration 14Q: 3 clusters Score -1468804 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1468914.500000 Penalty: 930.967712
	Iteration 15Q: 3 clusters Score -1468914 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1469027.500000 Penalty: 930.967712
	Iteration 16Q: 3 clusters Score -1469028 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1469147.750000 Penalty: 930.967712
	Iteration 17Q: 3 clusters Score -1469148 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1469283.750000 Penalty: 930.967712
	Iteration 18Q: 3 clusters Score -1469284 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1469421.125000 Penalty: 930.967712
	Iteration 19Q: 3 clusters Score -1469421 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1469595.750000 Penalty: 930.967712
	Iteration 20F: 3 clusters Score -1469596 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1469773.875000 Penalty: 930.967712
	Iteration 21Q: 3 clusters Score -1469774 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1469975.125000 Penalty: 930.967712
	Iteration 22Q: 3 clusters Score -1469975 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1470164.250000 Penalty: 930.967712
	Iteration 23Q: 3 clusters Score -1470164 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1470328.500000 Penalty: 930.967712
	Iteration 24Q: 3 clusters Score -1470328 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1470499.625000 Penalty: 930.967712
	Iteration 25Q: 3 clusters Score -1470500 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1470639.250000 Penalty: 930.967712
	Iteration 26Q: 3 clusters Score -1470639 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1470782.250000 Penalty: 930.967712
	Iteration 27Q: 3 clusters Score -1470782 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1470881.125000 Penalty: 930.967712
	Iteration 28Q: 3 clusters Score -1470881 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1470941.250000 Penalty: 930.967712
	Iteration 29Q: 3 clusters Score -1470941 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1470996.500000 Penalty: 930.967712
	Iteration 30Q: 3 clusters Score -1470996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1471033.500000 Penalty: 930.967712
	Iteration 31Q: 3 clusters Score -1471034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1471057.875000 Penalty: 930.967712
	Iteration 32Q: 3 clusters Score -1471058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1471071.750000 Penalty: 930.967712
	Iteration 33Q: 3 clusters Score -1471072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1471090.750000 Penalty: 930.967712
	Iteration 34Q: 3 clusters Score -1471091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1471110.875000 Penalty: 930.967712
	Iteration 35Q: 3 clusters Score -1471111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1471126.625000 Penalty: 930.967712
	Iteration 36Q: 3 clusters Score -1471127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1471140.750000 Penalty: 930.967712
	Iteration 37Q: 3 clusters Score -1471141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1471147.750000 Penalty: 930.967712
	Iteration 38Q: 3 clusters Score -1471148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1471151.875000 Penalty: 930.967712
	Iteration 39Q: 3 clusters Score -1471152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1471154.500000 Penalty: 930.967712
	Iteration 40F: 3 clusters Score -1471154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1471160.625000 Penalty: 930.967712
	Iteration 41Q: 3 clusters Score -1471161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1471160.125000 Penalty: 930.967712
	Iteration 42Q: 3 clusters Score -1471160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1471162.250000 Penalty: 930.967712
	Iteration 43Q: 3 clusters Score -1471162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1471162.500000 Penalty: 930.967712
	Iteration 44Q: 3 clusters Score -1471162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1471165.625000 Penalty: 930.967712
	Iteration 45Q: 3 clusters Score -1471166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1471167.625000 Penalty: 930.967712
	Iteration 46Q: 3 clusters Score -1471168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1471169.250000 Penalty: 930.967712
	Iteration 47Q: 3 clusters Score -1471169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1471170.000000 Penalty: 930.967712
	Iteration 48Q: 3 clusters Score -1471170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1471169.875000 Penalty: 930.967712
	Iteration 49Q: 3 clusters Score -1471170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1471172.375000 Penalty: 930.967712
	Iteration 50Q: 3 clusters Score -1471172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1471175.125000 Penalty: 930.967712
	Iteration 51Q: 3 clusters Score -1471175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1471177.250000 Penalty: 930.967712
	Iteration 52Q: 3 clusters Score -1471177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1471178.500000 Penalty: 930.967712
	Iteration 53Q: 3 clusters Score -1471178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1471180.250000 Penalty: 930.967712
	Iteration 54Q: 3 clusters Score -1471180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1471180.250000 Penalty: 930.967712
	Iteration 55Q: 3 clusters Score -1471180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1471180.750000 Penalty: 930.967712
	Iteration 56Q: 3 clusters Score -1471181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1471180.375000 Penalty: 930.967712
	Iteration 57Q: 3 clusters Score -1471180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1471179.750000 Penalty: 930.967712
	Iteration 58Q: 3 clusters Score -1471180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1471179.750000 Penalty: 930.967712
	Iteration 59F: 3 clusters Score -1471180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -30272.500000 Penalty: 283.843781
	Iteration 0F: 2 clusters Score -30272.5 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 261 members 
Entering Unmasked Estep 
Score: -29763.791016 Penalty: 567.687561
	Iteration 0F: 3 clusters Score -29763.79 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29881.906250 Penalty: 567.687561
	Iteration 1F: 3 clusters Score -29881.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29900.351562 Penalty: 567.687561
	Iteration 2F: 3 clusters Score -29900.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29906.613281 Penalty: 567.687561
	Iteration 3Q: 3 clusters Score -29906.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29911.003906 Penalty: 567.687561
	Iteration 4Q: 3 clusters Score -29911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -29916.871094 Penalty: 567.687561
	Iteration 5Q: 3 clusters Score -29916.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29919.191406 Penalty: 567.687561
	Iteration 6Q: 3 clusters Score -29919.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29920.109375 Penalty: 567.687561
	Iteration 7Q: 3 clusters Score -29920.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29921.009766 Penalty: 567.687561
	Iteration 8Q: 3 clusters Score -29921.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -29922.230469 Penalty: 567.687561
	Iteration 9Q: 3 clusters Score -29922.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -29922.230469 Penalty: 567.687561
	Iteration 10F: 3 clusters Score -29922.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (147008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147008 members 
Entering Unmasked Estep 
Score: -7246766.500000 Penalty: 541.369995
	Iteration 0F: 2 clusters Score -7246766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73896 members 
Mstep: Class 2 contains 73112 members 
Entering Unmasked Estep 
Score: -7148519.000000 Penalty: 1082.739990
	Iteration 0F: 3 clusters Score -7148519 nChanged 71936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84656 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -7197431.000000 Penalty: 1082.739990
	Iteration 1F: 3 clusters Score -7197431 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -7201461.000000 Penalty: 1082.739990
	Iteration 2F: 3 clusters Score -7201461 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -7207065.500000 Penalty: 1082.739990
	Iteration 3F: 3 clusters Score -7207066 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7215045.500000 Penalty: 1082.739990
	Iteration 4F: 3 clusters Score -7215046 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114531 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -7224936.000000 Penalty: 1082.739990
	Iteration 5F: 3 clusters Score -7224936 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121774 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -7232166.500000 Penalty: 1082.739990
	Iteration 6F: 3 clusters Score -7232166 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126920 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -7236344.500000 Penalty: 1082.739990
	Iteration 7Q: 3 clusters Score -7236344 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130888 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -7239188.000000 Penalty: 1082.739990
	Iteration 8Q: 3 clusters Score -7239188 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134031 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -7241347.000000 Penalty: 1082.739990
	Iteration 9Q: 3 clusters Score -7241347 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136403 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -7243064.000000 Penalty: 1082.739990
	Iteration 10Q: 3 clusters Score -7243064 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138133 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -7244345.500000 Penalty: 1082.739990
	Iteration 11Q: 3 clusters Score -7244346 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139251 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -7245249.500000 Penalty: 1082.739990
	Iteration 12Q: 3 clusters Score -7245250 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140050 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -7245830.000000 Penalty: 1082.739990
	Iteration 13Q: 3 clusters Score -7245830 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140673 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -7246203.000000 Penalty: 1082.739990
	Iteration 14Q: 3 clusters Score -7246203 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141152 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -7246433.500000 Penalty: 1082.739990
	Iteration 15Q: 3 clusters Score -7246434 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141563 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -7246574.000000 Penalty: 1082.739990
	Iteration 16Q: 3 clusters Score -7246574 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141870 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -7246666.000000 Penalty: 1082.739990
	Iteration 17Q: 3 clusters Score -7246666 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142104 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -7246686.000000 Penalty: 1082.739990
	Iteration 18Q: 3 clusters Score -7246686 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142303 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -7246729.000000 Penalty: 1082.739990
	Iteration 19Q: 3 clusters Score -7246729 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142464 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -7246789.500000 Penalty: 1082.739990
	Iteration 20F: 3 clusters Score -7246790 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142624 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -7246815.000000 Penalty: 1082.739990
	Iteration 21Q: 3 clusters Score -7246815 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142733 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -7246839.500000 Penalty: 1082.739990
	Iteration 22Q: 3 clusters Score -7246840 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142837 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7246855.500000 Penalty: 1082.739990
	Iteration 23Q: 3 clusters Score -7246856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142945 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -7246871.500000 Penalty: 1082.739990
	Iteration 24Q: 3 clusters Score -7246872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -7246905.500000 Penalty: 1082.739990
	Iteration 25Q: 3 clusters Score -7246906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143091 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7246894.000000 Penalty: 1082.739990
	Iteration 26Q: 3 clusters Score -7246894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143148 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7246911.500000 Penalty: 1082.739990
	Iteration 27Q: 3 clusters Score -7246912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7246912.500000 Penalty: 1082.739990
	Iteration 28Q: 3 clusters Score -7246912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143239 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -7246920.000000 Penalty: 1082.739990
	Iteration 29Q: 3 clusters Score -7246920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143270 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -7246930.000000 Penalty: 1082.739990
	Iteration 30Q: 3 clusters Score -7246930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143302 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7246936.000000 Penalty: 1082.739990
	Iteration 31Q: 3 clusters Score -7246936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143334 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -7246953.500000 Penalty: 1082.739990
	Iteration 32Q: 3 clusters Score -7246954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143356 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -7246948.500000 Penalty: 1082.739990
	Iteration 33Q: 3 clusters Score -7246948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143370 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -7246951.500000 Penalty: 1082.739990
	Iteration 34Q: 3 clusters Score -7246952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143383 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -7246937.000000 Penalty: 1082.739990
	Iteration 35Q: 3 clusters Score -7246937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143400 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7246936.500000 Penalty: 1082.739990
	Iteration 36Q: 3 clusters Score -7246936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143418 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7246959.000000 Penalty: 1082.739990
	Iteration 37Q: 3 clusters Score -7246959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143437 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -7246950.500000 Penalty: 1082.739990
	Iteration 38Q: 3 clusters Score -7246950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143447 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -7246958.000000 Penalty: 1082.739990
	Iteration 39Q: 3 clusters Score -7246958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143456 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7246950.000000 Penalty: 1082.739990
	Iteration 40F: 3 clusters Score -7246950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143460 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -7246951.000000 Penalty: 1082.739990
	Iteration 41Q: 3 clusters Score -7246951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143458 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7246955.500000 Penalty: 1082.739990
	Iteration 42Q: 3 clusters Score -7246956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143458 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7246955.500000 Penalty: 1082.739990
	Iteration 43F: 3 clusters Score -7246956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 155795 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 166380 members 
Mstep: Class 4 contains 29248 members 
Mstep: Class 5 contains 79437 members 
Mstep: Class 6 contains 27734 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 143458 members 
Mstep: Class 9 contains 86599 members 
Mstep: Class 10 contains 40109 members 
Mstep: Class 11 contains 112537 members 
Mstep: Class 12 contains 3550 members 
Mstep: Class 13 contains 92220 members 
Mstep: Class 14 contains 128863 members 
Mstep: Class 15 contains 158429 members 
Mstep: Class 16 contains 153954 members 
Mstep: Class 17 contains 6211 members 
Mstep: Class 18 contains 62026 members 
Mstep: Class 19 contains 120232 members 
Mstep: Class 20 contains 158155 members 
Entering Unmasked Estep 
Score: -87142048.000000 Penalty: 13071.056641
Splitting cluster 8 changes total score from -87146104.000000 to -87142048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (86599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Entering Unmasked Estep 
Score: -4530925.500000 Penalty: 517.291443
	Iteration 0F: 2 clusters Score -4530926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -4472764.000000 Penalty: 1034.582886
	Iteration 0F: 3 clusters Score -4472764 nChanged 42381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -4499736.500000 Penalty: 1034.582886
	Iteration 1F: 3 clusters Score -4499736 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -4502535.000000 Penalty: 1034.582886
	Iteration 2F: 3 clusters Score -4502535 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -4506757.500000 Penalty: 1034.582886
	Iteration 3F: 3 clusters Score -4506758 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -4511959.000000 Penalty: 1034.582886
	Iteration 4F: 3 clusters Score -4511959 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4516966.000000 Penalty: 1034.582886
	Iteration 5F: 3 clusters Score -4516966 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -4519967.500000 Penalty: 1034.582886
	Iteration 6F: 3 clusters Score -4519968 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -4521291.000000 Penalty: 1034.582886
	Iteration 7Q: 3 clusters Score -4521291 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -4522193.000000 Penalty: 1034.582886
	Iteration 8Q: 3 clusters Score -4522193 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4522963.500000 Penalty: 1034.582886
	Iteration 9Q: 3 clusters Score -4522964 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4523764.500000 Penalty: 1034.582886
	Iteration 10Q: 3 clusters Score -4523764 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -4524490.000000 Penalty: 1034.582886
	Iteration 11Q: 3 clusters Score -4524490 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -4525139.500000 Penalty: 1034.582886
	Iteration 12Q: 3 clusters Score -4525140 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -4525688.500000 Penalty: 1034.582886
	Iteration 13Q: 3 clusters Score -4525688 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4526178.000000 Penalty: 1034.582886
	Iteration 14Q: 3 clusters Score -4526178 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -4526596.000000 Penalty: 1034.582886
	Iteration 15Q: 3 clusters Score -4526596 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4526964.000000 Penalty: 1034.582886
	Iteration 16Q: 3 clusters Score -4526964 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4527312.500000 Penalty: 1034.582886
	Iteration 17Q: 3 clusters Score -4527312 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4527570.000000 Penalty: 1034.582886
	Iteration 18Q: 3 clusters Score -4527570 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -4527824.500000 Penalty: 1034.582886
	Iteration 19Q: 3 clusters Score -4527824 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4528142.000000 Penalty: 1034.582886
	Iteration 20F: 3 clusters Score -4528142 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70611 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -4528388.500000 Penalty: 1034.582886
	Iteration 21Q: 3 clusters Score -4528388 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71646 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -4528675.000000 Penalty: 1034.582886
	Iteration 22Q: 3 clusters Score -4528675 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -4528921.500000 Penalty: 1034.582886
	Iteration 23Q: 3 clusters Score -4528922 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4529173.500000 Penalty: 1034.582886
	Iteration 24Q: 3 clusters Score -4529174 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -4529458.500000 Penalty: 1034.582886
	Iteration 25Q: 3 clusters Score -4529458 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -4529691.000000 Penalty: 1034.582886
	Iteration 26Q: 3 clusters Score -4529691 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -4529937.000000 Penalty: 1034.582886
	Iteration 27Q: 3 clusters Score -4529937 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4530133.500000 Penalty: 1034.582886
	Iteration 28Q: 3 clusters Score -4530134 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -4530314.000000 Penalty: 1034.582886
	Iteration 29Q: 3 clusters Score -4530314 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79815 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -4530425.000000 Penalty: 1034.582886
	Iteration 30Q: 3 clusters Score -4530425 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4530554.500000 Penalty: 1034.582886
	Iteration 31Q: 3 clusters Score -4530554 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4530669.500000 Penalty: 1034.582886
	Iteration 32Q: 3 clusters Score -4530670 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4530768.000000 Penalty: 1034.582886
	Iteration 33Q: 3 clusters Score -4530768 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4530862.000000 Penalty: 1034.582886
	Iteration 34Q: 3 clusters Score -4530862 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4530932.000000 Penalty: 1034.582886
	Iteration 35Q: 3 clusters Score -4530932 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4531013.000000 Penalty: 1034.582886
	Iteration 36Q: 3 clusters Score -4531013 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83924 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4531076.000000 Penalty: 1034.582886
	Iteration 37Q: 3 clusters Score -4531076 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4531130.000000 Penalty: 1034.582886
	Iteration 38Q: 3 clusters Score -4531130 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84573 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4531228.000000 Penalty: 1034.582886
	Iteration 39Q: 3 clusters Score -4531228 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4531329.000000 Penalty: 1034.582886
	Iteration 40F: 3 clusters Score -4531329 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4531441.500000 Penalty: 1034.582886
	Iteration 41Q: 3 clusters Score -4531442 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4531496.000000 Penalty: 1034.582886
	Iteration 42Q: 3 clusters Score -4531496 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4531523.000000 Penalty: 1034.582886
	Iteration 43Q: 3 clusters Score -4531523 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4531540.000000 Penalty: 1034.582886
	Iteration 44Q: 3 clusters Score -4531540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4531551.000000 Penalty: 1034.582886
	Iteration 45Q: 3 clusters Score -4531551 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4531566.000000 Penalty: 1034.582886
	Iteration 46Q: 3 clusters Score -4531566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4531559.500000 Penalty: 1034.582886
	Iteration 47Q: 3 clusters Score -4531560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4531558.000000 Penalty: 1034.582886
	Iteration 48Q: 3 clusters Score -4531558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85411 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4531555.500000 Penalty: 1034.582886
	Iteration 49Q: 3 clusters Score -4531556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4531569.000000 Penalty: 1034.582886
	Iteration 50Q: 3 clusters Score -4531569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4531571.000000 Penalty: 1034.582886
	Iteration 51Q: 3 clusters Score -4531571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4531574.000000 Penalty: 1034.582886
	Iteration 52Q: 3 clusters Score -4531574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4531569.500000 Penalty: 1034.582886
	Iteration 53Q: 3 clusters Score -4531570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85507 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4531563.000000 Penalty: 1034.582886
	Iteration 54Q: 3 clusters Score -4531563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4531558.500000 Penalty: 1034.582886
	Iteration 55Q: 3 clusters Score -4531558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4531552.500000 Penalty: 1034.582886
	Iteration 56Q: 3 clusters Score -4531552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85534 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4531549.000000 Penalty: 1034.582886
	Iteration 57Q: 3 clusters Score -4531549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4531553.500000 Penalty: 1034.582886
	Iteration 58Q: 3 clusters Score -4531554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4531552.500000 Penalty: 1034.582886
	Iteration 59Q: 3 clusters Score -4531552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4531545.000000 Penalty: 1034.582886
	Iteration 60F: 3 clusters Score -4531545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4531547.500000 Penalty: 1034.582886
	Iteration 61Q: 3 clusters Score -4531548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4531543.000000 Penalty: 1034.582886
	Iteration 62Q: 3 clusters Score -4531543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4531545.000000 Penalty: 1034.582886
	Iteration 63Q: 3 clusters Score -4531545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4531547.000000 Penalty: 1034.582886
	Iteration 64Q: 3 clusters Score -4531547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4531547.000000 Penalty: 1034.582886
	Iteration 65F: 3 clusters Score -4531547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 155795 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 166380 members 
Mstep: Class 4 contains 29248 members 
Mstep: Class 5 contains 79437 members 
Mstep: Class 6 contains 27734 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 147008 members 
Mstep: Class 9 contains 85567 members 
Mstep: Class 10 contains 40109 members 
Mstep: Class 11 contains 112537 members 
Mstep: Class 12 contains 1032 members 
Mstep: Class 13 contains 92220 members 
Mstep: Class 14 contains 128863 members 
Mstep: Class 15 contains 158429 members 
Mstep: Class 16 contains 153954 members 
Mstep: Class 17 contains 6211 members 
Mstep: Class 18 contains 62026 members 
Mstep: Class 19 contains 120232 members 
Mstep: Class 20 contains 158155 members 
Entering Unmasked Estep 
Score: -87142328.000000 Penalty: 13071.056641
Splitting cluster 9 changes total score from -87146104.000000 to -87142328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (40109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Entering Unmasked Estep 
Score: -2156708.750000 Penalty: 482.270691
	Iteration 0F: 2 clusters Score -2156709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2129622.750000 Penalty: 964.541382
	Iteration 0F: 3 clusters Score -2129623 nChanged 19401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2141212.750000 Penalty: 964.541382
	Iteration 1F: 3 clusters Score -2141213 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2142817.000000 Penalty: 964.541382
	Iteration 2F: 3 clusters Score -2142817 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2145991.250000 Penalty: 964.541382
	Iteration 3F: 3 clusters Score -2145991 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2150152.750000 Penalty: 964.541382
	Iteration 4F: 3 clusters Score -2150153 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2153106.750000 Penalty: 964.541382
	Iteration 5F: 3 clusters Score -2153107 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2154539.750000 Penalty: 964.541382
	Iteration 6F: 3 clusters Score -2154540 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2155376.250000 Penalty: 964.541382
	Iteration 7Q: 3 clusters Score -2155376 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2156095.500000 Penalty: 964.541382
	Iteration 8Q: 3 clusters Score -2156096 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2156630.750000 Penalty: 964.541382
	Iteration 9Q: 3 clusters Score -2156631 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2157003.000000 Penalty: 964.541382
	Iteration 10Q: 3 clusters Score -2157003 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2157249.000000 Penalty: 964.541382
	Iteration 11Q: 3 clusters Score -2157249 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2157408.500000 Penalty: 964.541382
	Iteration 12Q: 3 clusters Score -2157408 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2157505.750000 Penalty: 964.541382
	Iteration 13Q: 3 clusters Score -2157506 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2157569.000000 Penalty: 964.541382
	Iteration 14Q: 3 clusters Score -2157569 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2157603.250000 Penalty: 964.541382
	Iteration 15Q: 3 clusters Score -2157603 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2157623.000000 Penalty: 964.541382
	Iteration 16Q: 3 clusters Score -2157623 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2157637.500000 Penalty: 964.541382
	Iteration 17Q: 3 clusters Score -2157638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2157647.750000 Penalty: 964.541382
	Iteration 18Q: 3 clusters Score -2157648 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2157663.000000 Penalty: 964.541382
	Iteration 19Q: 3 clusters Score -2157663 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2157688.000000 Penalty: 964.541382
	Iteration 20F: 3 clusters Score -2157688 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2157707.500000 Penalty: 964.541382
	Iteration 21Q: 3 clusters Score -2157708 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2157715.250000 Penalty: 964.541382
	Iteration 22Q: 3 clusters Score -2157715 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2157728.750000 Penalty: 964.541382
	Iteration 23Q: 3 clusters Score -2157729 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2157730.500000 Penalty: 964.541382
	Iteration 24Q: 3 clusters Score -2157730 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2157741.500000 Penalty: 964.541382
	Iteration 25Q: 3 clusters Score -2157742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2157748.000000 Penalty: 964.541382
	Iteration 26Q: 3 clusters Score -2157748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2157759.500000 Penalty: 964.541382
	Iteration 27Q: 3 clusters Score -2157760 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2157758.750000 Penalty: 964.541382
	Iteration 28Q: 3 clusters Score -2157759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2157761.250000 Penalty: 964.541382
	Iteration 29Q: 3 clusters Score -2157761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2157763.500000 Penalty: 964.541382
	Iteration 30Q: 3 clusters Score -2157764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2157782.250000 Penalty: 964.541382
	Iteration 31Q: 3 clusters Score -2157782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2157781.000000 Penalty: 964.541382
	Iteration 32Q: 3 clusters Score -2157781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2157784.250000 Penalty: 964.541382
	Iteration 33Q: 3 clusters Score -2157784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2157786.500000 Penalty: 964.541382
	Iteration 34Q: 3 clusters Score -2157786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2157780.500000 Penalty: 964.541382
	Iteration 35Q: 3 clusters Score -2157780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2157779.000000 Penalty: 964.541382
	Iteration 36Q: 3 clusters Score -2157779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2157788.500000 Penalty: 964.541382
	Iteration 37Q: 3 clusters Score -2157788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2157788.500000 Penalty: 964.541382
	Iteration 38Q: 3 clusters Score -2157788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2157783.250000 Penalty: 964.541382
	Iteration 39Q: 3 clusters Score -2157783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2157786.250000 Penalty: 964.541382
	Iteration 40F: 3 clusters Score -2157786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2157785.750000 Penalty: 964.541382
	Iteration 41Q: 3 clusters Score -2157786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2157785.750000 Penalty: 964.541382
	Iteration 42Q: 3 clusters Score -2157786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2157785.750000 Penalty: 964.541382
	Iteration 43F: 3 clusters Score -2157786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 155795 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 166380 members 
Mstep: Class 4 contains 29248 members 
Mstep: Class 5 contains 79437 members 
Mstep: Class 6 contains 27734 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 147008 members 
Mstep: Class 9 contains 86599 members 
Mstep: Class 10 contains 37029 members 
Mstep: Class 11 contains 112537 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 92220 members 
Mstep: Class 14 contains 128863 members 
Mstep: Class 15 contains 158429 members 
Mstep: Class 16 contains 153954 members 
Mstep: Class 17 contains 6211 members 
Mstep: Class 18 contains 62026 members 
Mstep: Class 19 contains 120232 members 
Mstep: Class 20 contains 158155 members 
Entering Unmasked Estep 
Score: -87143248.000000 Penalty: 13071.056641
Splitting cluster 10 changes total score from -87146104.000000 to -87143248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (112537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112537 members 
Entering Unmasked Estep 
Score: -6262060.000000 Penalty: 529.212219
	Iteration 0F: 2 clusters Score -6262060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -6191253.000000 Penalty: 1058.424438
	Iteration 0F: 3 clusters Score -6191253 nChanged 55328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 55602 members 
Entering Unmasked Estep 
Score: -6225445.500000 Penalty: 1058.424438
	Iteration 1F: 3 clusters Score -6225446 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -6226827.000000 Penalty: 1058.424438
	Iteration 2Q: 3 clusters Score -6226827 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -6228883.500000 Penalty: 1058.424438
	Iteration 3Q: 3 clusters Score -6228884 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -6232435.000000 Penalty: 1058.424438
	Iteration 4F: 3 clusters Score -6232435 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -6237934.500000 Penalty: 1058.424438
	Iteration 5F: 3 clusters Score -6237934 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -6243477.500000 Penalty: 1058.424438
	Iteration 6F: 3 clusters Score -6243478 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62058 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -6246190.500000 Penalty: 1058.424438
	Iteration 7F: 3 clusters Score -6246190 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -6246900.000000 Penalty: 1058.424438
	Iteration 8Q: 3 clusters Score -6246900 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -6247180.000000 Penalty: 1058.424438
	Iteration 9Q: 3 clusters Score -6247180 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -6247378.000000 Penalty: 1058.424438
	Iteration 10Q: 3 clusters Score -6247378 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -6247545.500000 Penalty: 1058.424438
	Iteration 11Q: 3 clusters Score -6247546 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66497 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -6247777.500000 Penalty: 1058.424438
	Iteration 12Q: 3 clusters Score -6247778 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -6248031.000000 Penalty: 1058.424438
	Iteration 13Q: 3 clusters Score -6248031 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -6248341.000000 Penalty: 1058.424438
	Iteration 14Q: 3 clusters Score -6248341 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -6248709.000000 Penalty: 1058.424438
	Iteration 15Q: 3 clusters Score -6248709 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -6249096.500000 Penalty: 1058.424438
	Iteration 16Q: 3 clusters Score -6249096 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -6249516.000000 Penalty: 1058.424438
	Iteration 17Q: 3 clusters Score -6249516 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -6250031.000000 Penalty: 1058.424438
	Iteration 18Q: 3 clusters Score -6250031 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -6250489.500000 Penalty: 1058.424438
	Iteration 19Q: 3 clusters Score -6250490 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -6251005.500000 Penalty: 1058.424438
	Iteration 20F: 3 clusters Score -6251006 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81167 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -6251575.500000 Penalty: 1058.424438
	Iteration 21Q: 3 clusters Score -6251576 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -6252189.500000 Penalty: 1058.424438
	Iteration 22Q: 3 clusters Score -6252190 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -6252827.000000 Penalty: 1058.424438
	Iteration 23Q: 3 clusters Score -6252827 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -6253444.000000 Penalty: 1058.424438
	Iteration 24Q: 3 clusters Score -6253444 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -6253994.000000 Penalty: 1058.424438
	Iteration 25Q: 3 clusters Score -6253994 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94697 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -6254662.500000 Penalty: 1058.424438
	Iteration 26Q: 3 clusters Score -6254662 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -6255336.500000 Penalty: 1058.424438
	Iteration 27Q: 3 clusters Score -6255336 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -6255946.500000 Penalty: 1058.424438
	Iteration 28Q: 3 clusters Score -6255946 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -6256779.000000 Penalty: 1058.424438
	Iteration 29Q: 3 clusters Score -6256779 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103633 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -6257506.500000 Penalty: 1058.424438
	Iteration 30Q: 3 clusters Score -6257506 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -6258216.000000 Penalty: 1058.424438
	Iteration 31Q: 3 clusters Score -6258216 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -6258883.500000 Penalty: 1058.424438
	Iteration 32Q: 3 clusters Score -6258884 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107672 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -6259362.000000 Penalty: 1058.424438
	Iteration 33Q: 3 clusters Score -6259362 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108569 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -6259786.500000 Penalty: 1058.424438
	Iteration 34Q: 3 clusters Score -6259786 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -6260146.000000 Penalty: 1058.424438
	Iteration 35Q: 3 clusters Score -6260146 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6260426.500000 Penalty: 1058.424438
	Iteration 36Q: 3 clusters Score -6260426 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110233 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6260632.000000 Penalty: 1058.424438
	Iteration 37Q: 3 clusters Score -6260632 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110549 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -6260795.500000 Penalty: 1058.424438
	Iteration 38Q: 3 clusters Score -6260796 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110810 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6260913.000000 Penalty: 1058.424438
	Iteration 39Q: 3 clusters Score -6260913 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111041 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6261022.000000 Penalty: 1058.424438
	Iteration 40F: 3 clusters Score -6261022 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111221 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6261114.500000 Penalty: 1058.424438
	Iteration 41Q: 3 clusters Score -6261114 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6261189.000000 Penalty: 1058.424438
	Iteration 42Q: 3 clusters Score -6261189 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111504 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6261243.000000 Penalty: 1058.424438
	Iteration 43Q: 3 clusters Score -6261243 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111623 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6261295.500000 Penalty: 1058.424438
	Iteration 44Q: 3 clusters Score -6261296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111711 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6261351.000000 Penalty: 1058.424438
	Iteration 45Q: 3 clusters Score -6261351 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6261388.500000 Penalty: 1058.424438
	Iteration 46Q: 3 clusters Score -6261388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111860 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6261428.500000 Penalty: 1058.424438
	Iteration 47Q: 3 clusters Score -6261428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111923 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6261451.000000 Penalty: 1058.424438
	Iteration 48Q: 3 clusters Score -6261451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111982 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6261481.000000 Penalty: 1058.424438
	Iteration 49Q: 3 clusters Score -6261481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6261489.500000 Penalty: 1058.424438
	Iteration 50Q: 3 clusters Score -6261490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6261499.000000 Penalty: 1058.424438
	Iteration 51Q: 3 clusters Score -6261499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112073 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6261516.500000 Penalty: 1058.424438
	Iteration 52Q: 3 clusters Score -6261516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112096 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6261523.500000 Penalty: 1058.424438
	Iteration 53Q: 3 clusters Score -6261524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112109 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6261529.000000 Penalty: 1058.424438
	Iteration 54Q: 3 clusters Score -6261529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112115 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6261529.000000 Penalty: 1058.424438
	Iteration 55Q: 3 clusters Score -6261529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112119 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6261529.500000 Penalty: 1058.424438
	Iteration 56Q: 3 clusters Score -6261530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112125 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6261523.500000 Penalty: 1058.424438
	Iteration 57Q: 3 clusters Score -6261524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6261525.000000 Penalty: 1058.424438
	Iteration 58Q: 3 clusters Score -6261525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112132 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6261523.500000 Penalty: 1058.424438
	Iteration 59Q: 3 clusters Score -6261524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112133 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6261520.000000 Penalty: 1058.424438
	Iteration 60F: 3 clusters Score -6261520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112132 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6261522.500000 Penalty: 1058.424438
	Iteration 61Q: 3 clusters Score -6261522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112131 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6261523.000000 Penalty: 1058.424438
	Iteration 62Q: 3 clusters Score -6261523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112130 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6261522.500000 Penalty: 1058.424438
	Iteration 63Q: 3 clusters Score -6261522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112130 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6261522.500000 Penalty: 1058.424438
	Iteration 64F: 3 clusters Score -6261522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (92220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92220 members 
Entering Unmasked Estep 
Score: -4965711.000000 Penalty: 520.152954
	Iteration 0F: 2 clusters Score -4965711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -4904399.500000 Penalty: 1040.305908
	Iteration 0F: 3 clusters Score -4904400 nChanged 44952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -4935013.000000 Penalty: 1040.305908
	Iteration 1F: 3 clusters Score -4935013 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -4940828.500000 Penalty: 1040.305908
	Iteration 2F: 3 clusters Score -4940828 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -4948988.000000 Penalty: 1040.305908
	Iteration 3F: 3 clusters Score -4948988 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -4956513.000000 Penalty: 1040.305908
	Iteration 4F: 3 clusters Score -4956513 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -4960717.500000 Penalty: 1040.305908
	Iteration 5F: 3 clusters Score -4960718 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -4962535.500000 Penalty: 1040.305908
	Iteration 6Q: 3 clusters Score -4962536 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -4963349.500000 Penalty: 1040.305908
	Iteration 7Q: 3 clusters Score -4963350 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -4963907.000000 Penalty: 1040.305908
	Iteration 8Q: 3 clusters Score -4963907 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -4964432.000000 Penalty: 1040.305908
	Iteration 9Q: 3 clusters Score -4964432 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 76009 members 
Entering Unmasked Estep 
Score: -4964830.000000 Penalty: 1040.305908
	Iteration 10Q: 3 clusters Score -4964830 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 77019 members 
Entering Unmasked Estep 
Score: -4965190.000000 Penalty: 1040.305908
	Iteration 11Q: 3 clusters Score -4965190 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -4965543.500000 Penalty: 1040.305908
	Iteration 12Q: 3 clusters Score -4965544 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -4965819.000000 Penalty: 1040.305908
	Iteration 13Q: 3 clusters Score -4965819 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -4966096.500000 Penalty: 1040.305908
	Iteration 14Q: 3 clusters Score -4966096 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -4966315.500000 Penalty: 1040.305908
	Iteration 15Q: 3 clusters Score -4966316 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -4966476.500000 Penalty: 1040.305908
	Iteration 16Q: 3 clusters Score -4966476 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -4966568.500000 Penalty: 1040.305908
	Iteration 17Q: 3 clusters Score -4966568 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -4966671.500000 Penalty: 1040.305908
	Iteration 18Q: 3 clusters Score -4966672 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -4966747.500000 Penalty: 1040.305908
	Iteration 19Q: 3 clusters Score -4966748 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -4966829.000000 Penalty: 1040.305908
	Iteration 20F: 3 clusters Score -4966829 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -4966880.500000 Penalty: 1040.305908
	Iteration 21Q: 3 clusters Score -4966880 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 83919 members 
Entering Unmasked Estep 
Score: -4966963.000000 Penalty: 1040.305908
	Iteration 22Q: 3 clusters Score -4966963 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -4966993.000000 Penalty: 1040.305908
	Iteration 23Q: 3 clusters Score -4966993 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -4967008.500000 Penalty: 1040.305908
	Iteration 24Q: 3 clusters Score -4967008 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 84997 members 
Entering Unmasked Estep 
Score: -4967052.000000 Penalty: 1040.305908
	Iteration 25Q: 3 clusters Score -4967052 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 85301 members 
Entering Unmasked Estep 
Score: -4967063.000000 Penalty: 1040.305908
	Iteration 26Q: 3 clusters Score -4967063 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 85599 members 
Entering Unmasked Estep 
Score: -4967072.000000 Penalty: 1040.305908
	Iteration 27Q: 3 clusters Score -4967072 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 85900 members 
Entering Unmasked Estep 
Score: -4967075.500000 Penalty: 1040.305908
	Iteration 28Q: 3 clusters Score -4967076 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 86162 members 
Entering Unmasked Estep 
Score: -4967093.500000 Penalty: 1040.305908
	Iteration 29Q: 3 clusters Score -4967094 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -4967118.000000 Penalty: 1040.305908
	Iteration 30Q: 3 clusters Score -4967118 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -4967117.500000 Penalty: 1040.305908
	Iteration 31Q: 3 clusters Score -4967118 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -4967119.500000 Penalty: 1040.305908
	Iteration 32Q: 3 clusters Score -4967120 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -4967131.500000 Penalty: 1040.305908
	Iteration 33Q: 3 clusters Score -4967132 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -4967132.500000 Penalty: 1040.305908
	Iteration 34Q: 3 clusters Score -4967132 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 87161 members 
Entering Unmasked Estep 
Score: -4967126.500000 Penalty: 1040.305908
	Iteration 35Q: 3 clusters Score -4967126 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -4967130.000000 Penalty: 1040.305908
	Iteration 36Q: 3 clusters Score -4967130 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -4967148.000000 Penalty: 1040.305908
	Iteration 37Q: 3 clusters Score -4967148 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -4967155.000000 Penalty: 1040.305908
	Iteration 38Q: 3 clusters Score -4967155 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -4967155.500000 Penalty: 1040.305908
	Iteration 39Q: 3 clusters Score -4967156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -4967165.500000 Penalty: 1040.305908
	Iteration 40F: 3 clusters Score -4967166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -4967153.500000 Penalty: 1040.305908
	Iteration 41Q: 3 clusters Score -4967154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 87851 members 
Entering Unmasked Estep 
Score: -4967143.500000 Penalty: 1040.305908
	Iteration 42Q: 3 clusters Score -4967144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -4967143.000000 Penalty: 1040.305908
	Iteration 43Q: 3 clusters Score -4967143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -4967134.500000 Penalty: 1040.305908
	Iteration 44Q: 3 clusters Score -4967134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 87981 members 
Entering Unmasked Estep 
Score: -4967135.500000 Penalty: 1040.305908
	Iteration 45Q: 3 clusters Score -4967136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 88025 members 
Entering Unmasked Estep 
Score: -4967139.000000 Penalty: 1040.305908
	Iteration 46Q: 3 clusters Score -4967139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 88065 members 
Entering Unmasked Estep 
Score: -4967128.500000 Penalty: 1040.305908
	Iteration 47Q: 3 clusters Score -4967128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 88084 members 
Entering Unmasked Estep 
Score: -4967124.000000 Penalty: 1040.305908
	Iteration 48Q: 3 clusters Score -4967124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -4967123.500000 Penalty: 1040.305908
	Iteration 49Q: 3 clusters Score -4967124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 88120 members 
Entering Unmasked Estep 
Score: -4967120.000000 Penalty: 1040.305908
	Iteration 50Q: 3 clusters Score -4967120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -4967116.500000 Penalty: 1040.305908
	Iteration 51Q: 3 clusters Score -4967116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -4967121.000000 Penalty: 1040.305908
	Iteration 52Q: 3 clusters Score -4967121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -4967117.500000 Penalty: 1040.305908
	Iteration 53Q: 3 clusters Score -4967118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 88191 members 
Entering Unmasked Estep 
Score: -4967115.000000 Penalty: 1040.305908
	Iteration 54Q: 3 clusters Score -4967115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -4967108.500000 Penalty: 1040.305908
	Iteration 55Q: 3 clusters Score -4967108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -4967107.500000 Penalty: 1040.305908
	Iteration 56Q: 3 clusters Score -4967108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 88211 members 
Entering Unmasked Estep 
Score: -4967102.500000 Penalty: 1040.305908
	Iteration 57Q: 3 clusters Score -4967102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -4967100.500000 Penalty: 1040.305908
	Iteration 58Q: 3 clusters Score -4967100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -4967104.500000 Penalty: 1040.305908
	Iteration 59Q: 3 clusters Score -4967104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 88243 members 
Entering Unmasked Estep 
Score: -4967098.500000 Penalty: 1040.305908
	Iteration 60F: 3 clusters Score -4967098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 88256 members 
Entering Unmasked Estep 
Score: -4967102.000000 Penalty: 1040.305908
	Iteration 61Q: 3 clusters Score -4967102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 88266 members 
Entering Unmasked Estep 
Score: -4967105.000000 Penalty: 1040.305908
	Iteration 62Q: 3 clusters Score -4967105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -4967102.000000 Penalty: 1040.305908
	Iteration 63Q: 3 clusters Score -4967102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -4967097.000000 Penalty: 1040.305908
	Iteration 64Q: 3 clusters Score -4967097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 88289 members 
Entering Unmasked Estep 
Score: -4967091.500000 Penalty: 1040.305908
	Iteration 65Q: 3 clusters Score -4967092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -4967090.500000 Penalty: 1040.305908
	Iteration 66Q: 3 clusters Score -4967090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -4967094.000000 Penalty: 1040.305908
	Iteration 67Q: 3 clusters Score -4967094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -4967085.000000 Penalty: 1040.305908
	Iteration 68Q: 3 clusters Score -4967085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -4967077.000000 Penalty: 1040.305908
	Iteration 69Q: 3 clusters Score -4967077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -4967079.500000 Penalty: 1040.305908
	Iteration 70Q: 3 clusters Score -4967080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -4967081.000000 Penalty: 1040.305908
	Iteration 71Q: 3 clusters Score -4967081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -4967078.500000 Penalty: 1040.305908
	Iteration 72Q: 3 clusters Score -4967078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 88373 members 
Entering Unmasked Estep 
Score: -4967076.000000 Penalty: 1040.305908
	Iteration 73Q: 3 clusters Score -4967076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 88380 members 
Entering Unmasked Estep 
Score: -4967075.000000 Penalty: 1040.305908
	Iteration 74Q: 3 clusters Score -4967075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -4967078.500000 Penalty: 1040.305908
	Iteration 75Q: 3 clusters Score -4967078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 88389 members 
Entering Unmasked Estep 
Score: -4967082.000000 Penalty: 1040.305908
	Iteration 76Q: 3 clusters Score -4967082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -4967085.000000 Penalty: 1040.305908
	Iteration 77Q: 3 clusters Score -4967085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -4967082.500000 Penalty: 1040.305908
	Iteration 78Q: 3 clusters Score -4967082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -4967084.500000 Penalty: 1040.305908
	Iteration 79Q: 3 clusters Score -4967084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -4967088.500000 Penalty: 1040.305908
	Iteration 80F: 3 clusters Score -4967088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 88410 members 
Entering Unmasked Estep 
Score: -4967089.000000 Penalty: 1040.305908
	Iteration 81Q: 3 clusters Score -4967089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 88410 members 
Entering Unmasked Estep 
Score: -4967089.000000 Penalty: 1040.305908
	Iteration 82F: 3 clusters Score -4967089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 155795 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 166380 members 
Mstep: Class 4 contains 29248 members 
Mstep: Class 5 contains 79437 members 
Mstep: Class 6 contains 27734 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 147008 members 
Mstep: Class 9 contains 86599 members 
Mstep: Class 10 contains 40109 members 
Mstep: Class 11 contains 112537 members 
Mstep: Class 12 contains 88410 members 
Mstep: Class 13 contains 3810 members 
Mstep: Class 14 contains 128863 members 
Mstep: Class 15 contains 158429 members 
Mstep: Class 16 contains 153954 members 
Mstep: Class 17 contains 6211 members 
Mstep: Class 18 contains 62026 members 
Mstep: Class 19 contains 120232 members 
Mstep: Class 20 contains 158155 members 
Entering Unmasked Estep 
Score: -87142984.000000 Penalty: 13071.056641
Splitting cluster 13 changes total score from -87146104.000000 to -87142984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (128863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128863 members 
Entering Unmasked Estep 
Score: -6746844.500000 Penalty: 535.375977
	Iteration 0F: 2 clusters Score -6746844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 64415 members 
Entering Unmasked Estep 
Score: -6661020.500000 Penalty: 1070.751953
	Iteration 0F: 3 clusters Score -6661020 nChanged 63214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -6698460.500000 Penalty: 1070.751953
	Iteration 1F: 3 clusters Score -6698460 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -6699472.500000 Penalty: 1070.751953
	Iteration 2Q: 3 clusters Score -6699472 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70512 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -6700843.000000 Penalty: 1070.751953
	Iteration 3Q: 3 clusters Score -6700843 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -6702759.000000 Penalty: 1070.751953
	Iteration 4Q: 3 clusters Score -6702759 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -6705730.000000 Penalty: 1070.751953
	Iteration 5Q: 3 clusters Score -6705730 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -6710435.000000 Penalty: 1070.751953
	Iteration 6F: 3 clusters Score -6710435 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -6717240.500000 Penalty: 1070.751953
	Iteration 7F: 3 clusters Score -6717240 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -6725267.500000 Penalty: 1070.751953
	Iteration 8F: 3 clusters Score -6725268 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97860 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -6731338.500000 Penalty: 1070.751953
	Iteration 9F: 3 clusters Score -6731338 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100185 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -6734305.000000 Penalty: 1070.751953
	Iteration 10Q: 3 clusters Score -6734305 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101872 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -6735528.500000 Penalty: 1070.751953
	Iteration 11Q: 3 clusters Score -6735528 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -6736211.500000 Penalty: 1070.751953
	Iteration 12Q: 3 clusters Score -6736212 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104764 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -6736696.500000 Penalty: 1070.751953
	Iteration 13Q: 3 clusters Score -6736696 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -6737252.500000 Penalty: 1070.751953
	Iteration 14Q: 3 clusters Score -6737252 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -6737729.000000 Penalty: 1070.751953
	Iteration 15Q: 3 clusters Score -6737729 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109137 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -6738273.000000 Penalty: 1070.751953
	Iteration 16Q: 3 clusters Score -6738273 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110626 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -6738779.500000 Penalty: 1070.751953
	Iteration 17Q: 3 clusters Score -6738780 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112119 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -6739325.500000 Penalty: 1070.751953
	Iteration 18Q: 3 clusters Score -6739326 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113653 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -6739936.500000 Penalty: 1070.751953
	Iteration 19Q: 3 clusters Score -6739936 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115160 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -6740517.500000 Penalty: 1070.751953
	Iteration 20F: 3 clusters Score -6740518 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -6741097.500000 Penalty: 1070.751953
	Iteration 21Q: 3 clusters Score -6741098 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118004 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -6741690.000000 Penalty: 1070.751953
	Iteration 22Q: 3 clusters Score -6741690 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -6742266.000000 Penalty: 1070.751953
	Iteration 23Q: 3 clusters Score -6742266 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120639 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -6742811.500000 Penalty: 1070.751953
	Iteration 24Q: 3 clusters Score -6742812 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121750 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -6743322.500000 Penalty: 1070.751953
	Iteration 25Q: 3 clusters Score -6743322 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122754 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -6743737.500000 Penalty: 1070.751953
	Iteration 26Q: 3 clusters Score -6743738 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -6744192.000000 Penalty: 1070.751953
	Iteration 27Q: 3 clusters Score -6744192 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124498 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -6744565.500000 Penalty: 1070.751953
	Iteration 28Q: 3 clusters Score -6744566 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125169 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -6744878.000000 Penalty: 1070.751953
	Iteration 29Q: 3 clusters Score -6744878 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125745 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6745172.500000 Penalty: 1070.751953
	Iteration 30Q: 3 clusters Score -6745172 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126240 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6745382.500000 Penalty: 1070.751953
	Iteration 31Q: 3 clusters Score -6745382 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6745540.500000 Penalty: 1070.751953
	Iteration 32Q: 3 clusters Score -6745540 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126911 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6745695.000000 Penalty: 1070.751953
	Iteration 33Q: 3 clusters Score -6745695 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127154 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6745791.000000 Penalty: 1070.751953
	Iteration 34Q: 3 clusters Score -6745791 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127342 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6745880.500000 Penalty: 1070.751953
	Iteration 35Q: 3 clusters Score -6745880 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127518 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6745948.500000 Penalty: 1070.751953
	Iteration 36Q: 3 clusters Score -6745948 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127666 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6746001.000000 Penalty: 1070.751953
	Iteration 37Q: 3 clusters Score -6746001 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127797 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6746086.500000 Penalty: 1070.751953
	Iteration 38Q: 3 clusters Score -6746086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127905 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6746118.500000 Penalty: 1070.751953
	Iteration 39Q: 3 clusters Score -6746118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127992 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6746149.000000 Penalty: 1070.751953
	Iteration 40F: 3 clusters Score -6746149 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6746171.000000 Penalty: 1070.751953
	Iteration 41Q: 3 clusters Score -6746171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128106 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6746204.500000 Penalty: 1070.751953
	Iteration 42Q: 3 clusters Score -6746204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128146 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6746215.000000 Penalty: 1070.751953
	Iteration 43Q: 3 clusters Score -6746215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128173 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6746229.500000 Penalty: 1070.751953
	Iteration 44Q: 3 clusters Score -6746230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128194 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6746244.500000 Penalty: 1070.751953
	Iteration 45Q: 3 clusters Score -6746244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128213 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6746257.000000 Penalty: 1070.751953
	Iteration 46Q: 3 clusters Score -6746257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128236 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6746261.000000 Penalty: 1070.751953
	Iteration 47Q: 3 clusters Score -6746261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128255 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6746271.500000 Penalty: 1070.751953
	Iteration 48Q: 3 clusters Score -6746272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128282 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6746288.000000 Penalty: 1070.751953
	Iteration 49Q: 3 clusters Score -6746288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6746305.500000 Penalty: 1070.751953
	Iteration 50Q: 3 clusters Score -6746306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128329 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6746309.000000 Penalty: 1070.751953
	Iteration 51Q: 3 clusters Score -6746309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128337 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6746311.000000 Penalty: 1070.751953
	Iteration 52Q: 3 clusters Score -6746311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128341 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6746310.500000 Penalty: 1070.751953
	Iteration 53Q: 3 clusters Score -6746310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6746312.500000 Penalty: 1070.751953
	Iteration 54Q: 3 clusters Score -6746312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128352 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6746311.000000 Penalty: 1070.751953
	Iteration 55Q: 3 clusters Score -6746311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128355 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6746317.500000 Penalty: 1070.751953
	Iteration 56Q: 3 clusters Score -6746318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128358 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6746315.000000 Penalty: 1070.751953
	Iteration 57Q: 3 clusters Score -6746315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128362 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6746318.000000 Penalty: 1070.751953
	Iteration 58Q: 3 clusters Score -6746318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128373 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6746323.500000 Penalty: 1070.751953
	Iteration 59Q: 3 clusters Score -6746324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128381 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6746324.500000 Penalty: 1070.751953
	Iteration 60F: 3 clusters Score -6746324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128388 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6746329.000000 Penalty: 1070.751953
	Iteration 61Q: 3 clusters Score -6746329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128394 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6746330.000000 Penalty: 1070.751953
	Iteration 62Q: 3 clusters Score -6746330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128397 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6746330.000000 Penalty: 1070.751953
	Iteration 63Q: 3 clusters Score -6746330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128396 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6746334.000000 Penalty: 1070.751953
	Iteration 64Q: 3 clusters Score -6746334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6746334.000000 Penalty: 1070.751953
	Iteration 65Q: 3 clusters Score -6746334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128404 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6746339.000000 Penalty: 1070.751953
	Iteration 66Q: 3 clusters Score -6746339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128406 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6746336.500000 Penalty: 1070.751953
	Iteration 67Q: 3 clusters Score -6746336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128406 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6746344.000000 Penalty: 1070.751953
	Iteration 68Q: 3 clusters Score -6746344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128409 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6746348.000000 Penalty: 1070.751953
	Iteration 69Q: 3 clusters Score -6746348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128410 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6746345.000000 Penalty: 1070.751953
	Iteration 70Q: 3 clusters Score -6746345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128412 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6746353.500000 Penalty: 1070.751953
	Iteration 71Q: 3 clusters Score -6746354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6746351.500000 Penalty: 1070.751953
	Iteration 72Q: 3 clusters Score -6746352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6746348.500000 Penalty: 1070.751953
	Iteration 73Q: 3 clusters Score -6746348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128417 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6746348.500000 Penalty: 1070.751953
	Iteration 74Q: 3 clusters Score -6746348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128419 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6746350.500000 Penalty: 1070.751953
	Iteration 75Q: 3 clusters Score -6746350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128420 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6746348.000000 Penalty: 1070.751953
	Iteration 76Q: 3 clusters Score -6746348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128420 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6746348.000000 Penalty: 1070.751953
	Iteration 77F: 3 clusters Score -6746348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (158429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158429 members 
Entering Unmasked Estep 
Score: -8263343.500000 Penalty: 544.774292
	Iteration 0F: 2 clusters Score -8263344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -8158760.500000 Penalty: 1089.548584
	Iteration 0F: 3 clusters Score -8158760 nChanged 77583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80840 members 
Mstep: Class 2 contains 77589 members 
Entering Unmasked Estep 
Score: -8207022.500000 Penalty: 1089.548584
	Iteration 1F: 3 clusters Score -8207022 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -8209582.500000 Penalty: 1089.548584
	Iteration 2Q: 3 clusters Score -8209582 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81640 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -8214001.500000 Penalty: 1089.548584
	Iteration 3Q: 3 clusters Score -8214002 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -8221883.500000 Penalty: 1089.548584
	Iteration 4F: 3 clusters Score -8221884 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81829 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -8231948.000000 Penalty: 1089.548584
	Iteration 5F: 3 clusters Score -8231948 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 76317 members 
Entering Unmasked Estep 
Score: -8239173.000000 Penalty: 1089.548584
	Iteration 6F: 3 clusters Score -8239173 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -8242469.000000 Penalty: 1089.548584
	Iteration 7Q: 3 clusters Score -8242469 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -8244039.500000 Penalty: 1089.548584
	Iteration 8Q: 3 clusters Score -8244040 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -8245825.000000 Penalty: 1089.548584
	Iteration 9Q: 3 clusters Score -8245825 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86371 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -8247846.500000 Penalty: 1089.548584
	Iteration 10Q: 3 clusters Score -8247846 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -8250101.000000 Penalty: 1089.548584
	Iteration 11Q: 3 clusters Score -8250101 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89475 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -8252150.500000 Penalty: 1089.548584
	Iteration 12Q: 3 clusters Score -8252150 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -8253786.000000 Penalty: 1089.548584
	Iteration 13Q: 3 clusters Score -8253786 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -8254900.500000 Penalty: 1089.548584
	Iteration 14Q: 3 clusters Score -8254900 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -8255461.500000 Penalty: 1089.548584
	Iteration 15Q: 3 clusters Score -8255462 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -8255797.000000 Penalty: 1089.548584
	Iteration 16Q: 3 clusters Score -8255797 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -8255972.500000 Penalty: 1089.548584
	Iteration 17Q: 3 clusters Score -8255972 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 66450 members 
Entering Unmasked Estep 
Score: -8256044.000000 Penalty: 1089.548584
	Iteration 18Q: 3 clusters Score -8256044 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -8256081.000000 Penalty: 1089.548584
	Iteration 19Q: 3 clusters Score -8256081 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -8256108.000000 Penalty: 1089.548584
	Iteration 20F: 3 clusters Score -8256108 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90982 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -8256096.000000 Penalty: 1089.548584
	Iteration 21Q: 3 clusters Score -8256096 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -8256137.500000 Penalty: 1089.548584
	Iteration 22Q: 3 clusters Score -8256138 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -8256135.000000 Penalty: 1089.548584
	Iteration 23Q: 3 clusters Score -8256135 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89481 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -8256161.000000 Penalty: 1089.548584
	Iteration 24Q: 3 clusters Score -8256161 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -8256171.500000 Penalty: 1089.548584
	Iteration 25Q: 3 clusters Score -8256172 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88352 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -8256174.000000 Penalty: 1089.548584
	Iteration 26Q: 3 clusters Score -8256174 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -8256199.000000 Penalty: 1089.548584
	Iteration 27Q: 3 clusters Score -8256199 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -8256195.500000 Penalty: 1089.548584
	Iteration 28Q: 3 clusters Score -8256196 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86747 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -8256245.000000 Penalty: 1089.548584
	Iteration 29Q: 3 clusters Score -8256245 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -8256247.000000 Penalty: 1089.548584
	Iteration 30Q: 3 clusters Score -8256247 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85759 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -8256247.500000 Penalty: 1089.548584
	Iteration 31Q: 3 clusters Score -8256248 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -8256219.000000 Penalty: 1089.548584
	Iteration 32Q: 3 clusters Score -8256219 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -8256220.500000 Penalty: 1089.548584
	Iteration 33Q: 3 clusters Score -8256220 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -8256214.500000 Penalty: 1089.548584
	Iteration 34Q: 3 clusters Score -8256214 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84153 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -8256231.000000 Penalty: 1089.548584
	Iteration 35Q: 3 clusters Score -8256231 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -8256222.500000 Penalty: 1089.548584
	Iteration 36Q: 3 clusters Score -8256222 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -8256209.000000 Penalty: 1089.548584
	Iteration 37Q: 3 clusters Score -8256209 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -8256229.000000 Penalty: 1089.548584
	Iteration 38Q: 3 clusters Score -8256229 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 75041 members 
Entering Unmasked Estep 
Score: -8256240.000000 Penalty: 1089.548584
	Iteration 39Q: 3 clusters Score -8256240 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -8256236.000000 Penalty: 1089.548584
	Iteration 40F: 3 clusters Score -8256236 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -8256227.500000 Penalty: 1089.548584
	Iteration 41Q: 3 clusters Score -8256228 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -8256225.000000 Penalty: 1089.548584
	Iteration 42Q: 3 clusters Score -8256225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -8256214.500000 Penalty: 1089.548584
	Iteration 43Q: 3 clusters Score -8256214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82908 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -8256225.000000 Penalty: 1089.548584
	Iteration 44Q: 3 clusters Score -8256225 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -8256217.000000 Penalty: 1089.548584
	Iteration 45Q: 3 clusters Score -8256217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -8256219.000000 Penalty: 1089.548584
	Iteration 46Q: 3 clusters Score -8256219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -8256221.500000 Penalty: 1089.548584
	Iteration 47Q: 3 clusters Score -8256222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82716 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -8256211.500000 Penalty: 1089.548584
	Iteration 48Q: 3 clusters Score -8256212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -8256210.000000 Penalty: 1089.548584
	Iteration 49Q: 3 clusters Score -8256210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -8256207.000000 Penalty: 1089.548584
	Iteration 50Q: 3 clusters Score -8256207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -8256202.500000 Penalty: 1089.548584
	Iteration 51Q: 3 clusters Score -8256202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -8256208.000000 Penalty: 1089.548584
	Iteration 52Q: 3 clusters Score -8256208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82556 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -8256212.000000 Penalty: 1089.548584
	Iteration 53Q: 3 clusters Score -8256212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -8256215.000000 Penalty: 1089.548584
	Iteration 54Q: 3 clusters Score -8256215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -8256200.500000 Penalty: 1089.548584
	Iteration 55Q: 3 clusters Score -8256200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82498 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -8256197.500000 Penalty: 1089.548584
	Iteration 56Q: 3 clusters Score -8256198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -8256186.000000 Penalty: 1089.548584
	Iteration 57Q: 3 clusters Score -8256186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -8256179.000000 Penalty: 1089.548584
	Iteration 58Q: 3 clusters Score -8256179 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 76011 members 
Entering Unmasked Estep 
Score: -8256165.500000 Penalty: 1089.548584
	Iteration 59Q: 3 clusters Score -8256166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -8256165.500000 Penalty: 1089.548584
	Iteration 60F: 3 clusters Score -8256166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -8256158.000000 Penalty: 1089.548584
	Iteration 61Q: 3 clusters Score -8256158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 76078 members 
Entering Unmasked Estep 
Score: -8256159.500000 Penalty: 1089.548584
	Iteration 62Q: 3 clusters Score -8256160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -8256156.000000 Penalty: 1089.548584
	Iteration 63Q: 3 clusters Score -8256156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -8256149.000000 Penalty: 1089.548584
	Iteration 64Q: 3 clusters Score -8256149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 76156 members 
Entering Unmasked Estep 
Score: -8256148.500000 Penalty: 1089.548584
	Iteration 65Q: 3 clusters Score -8256148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -8256147.500000 Penalty: 1089.548584
	Iteration 66Q: 3 clusters Score -8256148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -8256138.000000 Penalty: 1089.548584
	Iteration 67Q: 3 clusters Score -8256138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -8256132.000000 Penalty: 1089.548584
	Iteration 68Q: 3 clusters Score -8256132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 76213 members 
Entering Unmasked Estep 
Score: -8256137.000000 Penalty: 1089.548584
	Iteration 69Q: 3 clusters Score -8256137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 76221 members 
Entering Unmasked Estep 
Score: -8256145.500000 Penalty: 1089.548584
	Iteration 70Q: 3 clusters Score -8256146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -8256151.000000 Penalty: 1089.548584
	Iteration 71Q: 3 clusters Score -8256151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -8256165.500000 Penalty: 1089.548584
	Iteration 72Q: 3 clusters Score -8256166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -8256154.000000 Penalty: 1089.548584
	Iteration 73Q: 3 clusters Score -8256154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -8256161.500000 Penalty: 1089.548584
	Iteration 74Q: 3 clusters Score -8256162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -8256157.500000 Penalty: 1089.548584
	Iteration 75Q: 3 clusters Score -8256158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -8256158.000000 Penalty: 1089.548584
	Iteration 76Q: 3 clusters Score -8256158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -8256162.000000 Penalty: 1089.548584
	Iteration 77Q: 3 clusters Score -8256162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -8256152.500000 Penalty: 1089.548584
	Iteration 78Q: 3 clusters Score -8256152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -8256158.500000 Penalty: 1089.548584
	Iteration 79Q: 3 clusters Score -8256158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -8256156.000000 Penalty: 1089.548584
	Iteration 80F: 3 clusters Score -8256156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -8256155.000000 Penalty: 1089.548584
	Iteration 81Q: 3 clusters Score -8256155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -8256153.500000 Penalty: 1089.548584
	Iteration 82Q: 3 clusters Score -8256154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -8256152.000000 Penalty: 1089.548584
	Iteration 83Q: 3 clusters Score -8256152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -8256155.000000 Penalty: 1089.548584
	Iteration 84Q: 3 clusters Score -8256155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -8256153.000000 Penalty: 1089.548584
	Iteration 85Q: 3 clusters Score -8256153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -8256152.000000 Penalty: 1089.548584
	Iteration 86Q: 3 clusters Score -8256152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -8256152.000000 Penalty: 1089.548584
	Iteration 87F: 3 clusters Score -8256152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (153954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153954 members 
Entering Unmasked Estep 
Score: -8086047.000000 Penalty: 543.470642
	Iteration 0F: 2 clusters Score -8086047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76871 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -7991437.500000 Penalty: 1086.941284
	Iteration 0F: 3 clusters Score -7991438 nChanged 75794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 85717 members 
Entering Unmasked Estep 
Score: -8038276.000000 Penalty: 1086.941284
	Iteration 1F: 3 clusters Score -8038276 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -8040605.500000 Penalty: 1086.941284
	Iteration 2F: 3 clusters Score -8040606 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 99342 members 
Entering Unmasked Estep 
Score: -8043711.000000 Penalty: 1086.941284
	Iteration 3F: 3 clusters Score -8043711 nChanged 10059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 108243 members 
Entering Unmasked Estep 
Score: -8048527.000000 Penalty: 1086.941284
	Iteration 4F: 3 clusters Score -8048527 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 117996 members 
Entering Unmasked Estep 
Score: -8055100.000000 Penalty: 1086.941284
	Iteration 5F: 3 clusters Score -8055100 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 127286 members 
Entering Unmasked Estep 
Score: -8062510.500000 Penalty: 1086.941284
	Iteration 6F: 3 clusters Score -8062510 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 134703 members 
Entering Unmasked Estep 
Score: -8069111.000000 Penalty: 1086.941284
	Iteration 7F: 3 clusters Score -8069111 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 139573 members 
Entering Unmasked Estep 
Score: -8074531.500000 Penalty: 1086.941284
	Iteration 8Q: 3 clusters Score -8074532 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 142301 members 
Entering Unmasked Estep 
Score: -8077693.500000 Penalty: 1086.941284
	Iteration 9Q: 3 clusters Score -8077694 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 143875 members 
Entering Unmasked Estep 
Score: -8079362.000000 Penalty: 1086.941284
	Iteration 10Q: 3 clusters Score -8079362 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 144974 members 
Entering Unmasked Estep 
Score: -8080254.000000 Penalty: 1086.941284
	Iteration 11Q: 3 clusters Score -8080254 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 145860 members 
Entering Unmasked Estep 
Score: -8080729.500000 Penalty: 1086.941284
	Iteration 12Q: 3 clusters Score -8080730 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 146627 members 
Entering Unmasked Estep 
Score: -8081091.500000 Penalty: 1086.941284
	Iteration 13Q: 3 clusters Score -8081092 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 147320 members 
Entering Unmasked Estep 
Score: -8081336.500000 Penalty: 1086.941284
	Iteration 14Q: 3 clusters Score -8081336 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 147942 members 
Entering Unmasked Estep 
Score: -8081600.000000 Penalty: 1086.941284
	Iteration 15Q: 3 clusters Score -8081600 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 148509 members 
Entering Unmasked Estep 
Score: -8081846.000000 Penalty: 1086.941284
	Iteration 16Q: 3 clusters Score -8081846 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 149030 members 
Entering Unmasked Estep 
Score: -8082095.000000 Penalty: 1086.941284
	Iteration 17Q: 3 clusters Score -8082095 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 149512 members 
Entering Unmasked Estep 
Score: -8082439.500000 Penalty: 1086.941284
	Iteration 18Q: 3 clusters Score -8082440 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -8082745.000000 Penalty: 1086.941284
	Iteration 19Q: 3 clusters Score -8082745 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 150334 members 
Entering Unmasked Estep 
Score: -8082959.000000 Penalty: 1086.941284
	Iteration 20F: 3 clusters Score -8082959 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 150666 members 
Entering Unmasked Estep 
Score: -8083194.000000 Penalty: 1086.941284
	Iteration 21Q: 3 clusters Score -8083194 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 150969 members 
Entering Unmasked Estep 
Score: -8083377.500000 Penalty: 1086.941284
	Iteration 22Q: 3 clusters Score -8083378 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 151240 members 
Entering Unmasked Estep 
Score: -8083563.000000 Penalty: 1086.941284
	Iteration 23Q: 3 clusters Score -8083563 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 151470 members 
Entering Unmasked Estep 
Score: -8083710.500000 Penalty: 1086.941284
	Iteration 24Q: 3 clusters Score -8083710 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -8083821.500000 Penalty: 1086.941284
	Iteration 25Q: 3 clusters Score -8083822 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 151834 members 
Entering Unmasked Estep 
Score: -8083936.000000 Penalty: 1086.941284
	Iteration 26Q: 3 clusters Score -8083936 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 151988 members 
Entering Unmasked Estep 
Score: -8084011.500000 Penalty: 1086.941284
	Iteration 27Q: 3 clusters Score -8084012 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 152123 members 
Entering Unmasked Estep 
Score: -8084104.500000 Penalty: 1086.941284
	Iteration 28Q: 3 clusters Score -8084104 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 152234 members 
Entering Unmasked Estep 
Score: -8084194.000000 Penalty: 1086.941284
	Iteration 29Q: 3 clusters Score -8084194 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 152333 members 
Entering Unmasked Estep 
Score: -8084253.500000 Penalty: 1086.941284
	Iteration 30Q: 3 clusters Score -8084254 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 152416 members 
Entering Unmasked Estep 
Score: -8084319.500000 Penalty: 1086.941284
	Iteration 31Q: 3 clusters Score -8084320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 152486 members 
Entering Unmasked Estep 
Score: -8084385.500000 Penalty: 1086.941284
	Iteration 32Q: 3 clusters Score -8084386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 152545 members 
Entering Unmasked Estep 
Score: -8084426.000000 Penalty: 1086.941284
	Iteration 33Q: 3 clusters Score -8084426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 152587 members 
Entering Unmasked Estep 
Score: -8084435.500000 Penalty: 1086.941284
	Iteration 34Q: 3 clusters Score -8084436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 152630 members 
Entering Unmasked Estep 
Score: -8084474.000000 Penalty: 1086.941284
	Iteration 35Q: 3 clusters Score -8084474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 152673 members 
Entering Unmasked Estep 
Score: -8084506.000000 Penalty: 1086.941284
	Iteration 36Q: 3 clusters Score -8084506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 152704 members 
Entering Unmasked Estep 
Score: -8084525.000000 Penalty: 1086.941284
	Iteration 37Q: 3 clusters Score -8084525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 152740 members 
Entering Unmasked Estep 
Score: -8084563.500000 Penalty: 1086.941284
	Iteration 38Q: 3 clusters Score -8084564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 152777 members 
Entering Unmasked Estep 
Score: -8084588.500000 Penalty: 1086.941284
	Iteration 39Q: 3 clusters Score -8084588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 152831 members 
Entering Unmasked Estep 
Score: -8084630.500000 Penalty: 1086.941284
	Iteration 40F: 3 clusters Score -8084630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 152876 members 
Entering Unmasked Estep 
Score: -8084694.500000 Penalty: 1086.941284
	Iteration 41Q: 3 clusters Score -8084694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 152921 members 
Entering Unmasked Estep 
Score: -8084751.000000 Penalty: 1086.941284
	Iteration 42Q: 3 clusters Score -8084751 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 152969 members 
Entering Unmasked Estep 
Score: -8084808.500000 Penalty: 1086.941284
	Iteration 43Q: 3 clusters Score -8084808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 153010 members 
Entering Unmasked Estep 
Score: -8084866.000000 Penalty: 1086.941284
	Iteration 44Q: 3 clusters Score -8084866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 153052 members 
Entering Unmasked Estep 
Score: -8084922.500000 Penalty: 1086.941284
	Iteration 45Q: 3 clusters Score -8084922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 153068 members 
Entering Unmasked Estep 
Score: -8084944.000000 Penalty: 1086.941284
	Iteration 46Q: 3 clusters Score -8084944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 153087 members 
Entering Unmasked Estep 
Score: -8084966.000000 Penalty: 1086.941284
	Iteration 47Q: 3 clusters Score -8084966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 153106 members 
Entering Unmasked Estep 
Score: -8085004.000000 Penalty: 1086.941284
	Iteration 48Q: 3 clusters Score -8085004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 153125 members 
Entering Unmasked Estep 
Score: -8085015.000000 Penalty: 1086.941284
	Iteration 49Q: 3 clusters Score -8085015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 153142 members 
Entering Unmasked Estep 
Score: -8085029.000000 Penalty: 1086.941284
	Iteration 50Q: 3 clusters Score -8085029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 153149 members 
Entering Unmasked Estep 
Score: -8085052.500000 Penalty: 1086.941284
	Iteration 51Q: 3 clusters Score -8085052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 153162 members 
Entering Unmasked Estep 
Score: -8085071.000000 Penalty: 1086.941284
	Iteration 52Q: 3 clusters Score -8085071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 153172 members 
Entering Unmasked Estep 
Score: -8085101.500000 Penalty: 1086.941284
	Iteration 53Q: 3 clusters Score -8085102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 153171 members 
Entering Unmasked Estep 
Score: -8085106.500000 Penalty: 1086.941284
	Iteration 54Q: 3 clusters Score -8085106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 153177 members 
Entering Unmasked Estep 
Score: -8085121.000000 Penalty: 1086.941284
	Iteration 55Q: 3 clusters Score -8085121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 153175 members 
Entering Unmasked Estep 
Score: -8085123.000000 Penalty: 1086.941284
	Iteration 56Q: 3 clusters Score -8085123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 153170 members 
Entering Unmasked Estep 
Score: -8085128.000000 Penalty: 1086.941284
	Iteration 57Q: 3 clusters Score -8085128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 153160 members 
Entering Unmasked Estep 
Score: -8085128.500000 Penalty: 1086.941284
	Iteration 58Q: 3 clusters Score -8085128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 153157 members 
Entering Unmasked Estep 
Score: -8085136.500000 Penalty: 1086.941284
	Iteration 59Q: 3 clusters Score -8085136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 153149 members 
Entering Unmasked Estep 
Score: -8085129.500000 Penalty: 1086.941284
	Iteration 60F: 3 clusters Score -8085130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 153144 members 
Entering Unmasked Estep 
Score: -8085132.000000 Penalty: 1086.941284
	Iteration 61Q: 3 clusters Score -8085132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 153139 members 
Entering Unmasked Estep 
Score: -8085131.000000 Penalty: 1086.941284
	Iteration 62Q: 3 clusters Score -8085131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 153139 members 
Entering Unmasked Estep 
Score: -8085142.000000 Penalty: 1086.941284
	Iteration 63Q: 3 clusters Score -8085142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -8085138.000000 Penalty: 1086.941284
	Iteration 64Q: 3 clusters Score -8085138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 153127 members 
Entering Unmasked Estep 
Score: -8085139.500000 Penalty: 1086.941284
	Iteration 65Q: 3 clusters Score -8085140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 153112 members 
Entering Unmasked Estep 
Score: -8085140.000000 Penalty: 1086.941284
	Iteration 66Q: 3 clusters Score -8085140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 153107 members 
Entering Unmasked Estep 
Score: -8085151.000000 Penalty: 1086.941284
	Iteration 67Q: 3 clusters Score -8085151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 153101 members 
Entering Unmasked Estep 
Score: -8085155.000000 Penalty: 1086.941284
	Iteration 68Q: 3 clusters Score -8085155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 153098 members 
Entering Unmasked Estep 
Score: -8085160.000000 Penalty: 1086.941284
	Iteration 69Q: 3 clusters Score -8085160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 153097 members 
Entering Unmasked Estep 
Score: -8085175.000000 Penalty: 1086.941284
	Iteration 70Q: 3 clusters Score -8085175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 153092 members 
Entering Unmasked Estep 
Score: -8085189.000000 Penalty: 1086.941284
	Iteration 71Q: 3 clusters Score -8085189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -8085194.000000 Penalty: 1086.941284
	Iteration 72Q: 3 clusters Score -8085194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -8085198.500000 Penalty: 1086.941284
	Iteration 73Q: 3 clusters Score -8085198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 153084 members 
Entering Unmasked Estep 
Score: -8085204.000000 Penalty: 1086.941284
	Iteration 74Q: 3 clusters Score -8085204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -8085205.000000 Penalty: 1086.941284
	Iteration 75Q: 3 clusters Score -8085205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 153085 members 
Entering Unmasked Estep 
Score: -8085213.500000 Penalty: 1086.941284
	Iteration 76Q: 3 clusters Score -8085214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 153083 members 
Entering Unmasked Estep 
Score: -8085212.500000 Penalty: 1086.941284
	Iteration 77Q: 3 clusters Score -8085212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -8085222.000000 Penalty: 1086.941284
	Iteration 78Q: 3 clusters Score -8085222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 153083 members 
Entering Unmasked Estep 
Score: -8085231.000000 Penalty: 1086.941284
	Iteration 79Q: 3 clusters Score -8085231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 153073 members 
Entering Unmasked Estep 
Score: -8085238.500000 Penalty: 1086.941284
	Iteration 80F: 3 clusters Score -8085238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 153067 members 
Entering Unmasked Estep 
Score: -8085237.500000 Penalty: 1086.941284
	Iteration 81Q: 3 clusters Score -8085238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 153068 members 
Entering Unmasked Estep 
Score: -8085256.500000 Penalty: 1086.941284
	Iteration 82Q: 3 clusters Score -8085256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 153069 members 
Entering Unmasked Estep 
Score: -8085255.000000 Penalty: 1086.941284
	Iteration 83Q: 3 clusters Score -8085255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 153069 members 
Entering Unmasked Estep 
Score: -8085251.000000 Penalty: 1086.941284
	Iteration 84Q: 3 clusters Score -8085251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 153076 members 
Entering Unmasked Estep 
Score: -8085256.500000 Penalty: 1086.941284
	Iteration 85Q: 3 clusters Score -8085256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 153079 members 
Entering Unmasked Estep 
Score: -8085266.500000 Penalty: 1086.941284
	Iteration 86Q: 3 clusters Score -8085266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 153079 members 
Entering Unmasked Estep 
Score: -8085265.500000 Penalty: 1086.941284
	Iteration 87Q: 3 clusters Score -8085266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 153081 members 
Entering Unmasked Estep 
Score: -8085269.500000 Penalty: 1086.941284
	Iteration 88Q: 3 clusters Score -8085270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 153082 members 
Entering Unmasked Estep 
Score: -8085268.500000 Penalty: 1086.941284
	Iteration 89Q: 3 clusters Score -8085268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 153083 members 
Entering Unmasked Estep 
Score: -8085268.500000 Penalty: 1086.941284
	Iteration 90Q: 3 clusters Score -8085268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 153083 members 
Entering Unmasked Estep 
Score: -8085271.500000 Penalty: 1086.941284
	Iteration 91Q: 3 clusters Score -8085272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 153084 members 
Entering Unmasked Estep 
Score: -8085271.500000 Penalty: 1086.941284
	Iteration 92Q: 3 clusters Score -8085272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 153085 members 
Entering Unmasked Estep 
Score: -8085272.500000 Penalty: 1086.941284
	Iteration 93Q: 3 clusters Score -8085272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 153086 members 
Entering Unmasked Estep 
Score: -8085271.500000 Penalty: 1086.941284
	Iteration 94Q: 3 clusters Score -8085272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 153087 members 
Entering Unmasked Estep 
Score: -8085272.500000 Penalty: 1086.941284
	Iteration 95Q: 3 clusters Score -8085272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 153089 members 
Entering Unmasked Estep 
Score: -8085279.000000 Penalty: 1086.941284
	Iteration 96Q: 3 clusters Score -8085279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 153092 members 
Entering Unmasked Estep 
Score: -8085274.500000 Penalty: 1086.941284
	Iteration 97Q: 3 clusters Score -8085274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 153093 members 
Entering Unmasked Estep 
Score: -8085278.000000 Penalty: 1086.941284
	Iteration 98Q: 3 clusters Score -8085278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 153092 members 
Entering Unmasked Estep 
Score: -8085276.500000 Penalty: 1086.941284
	Iteration 99Q: 3 clusters Score -8085276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 153092 members 
Entering Unmasked Estep 
Score: -8085276.500000 Penalty: 1086.941284
	Iteration 100F: 3 clusters Score -8085276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Entering Unmasked Estep 
Score: -320216.937500 Penalty: 397.400513
	Iteration 0F: 2 clusters Score -320216.9 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 3108 members 
Entering Unmasked Estep 
Score: -315998.562500 Penalty: 794.801025
	Iteration 0F: 3 clusters Score -315998.6 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -317722.812500 Penalty: 794.801025
	Iteration 1F: 3 clusters Score -317722.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -318091.093750 Penalty: 794.801025
	Iteration 2F: 3 clusters Score -318091.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -318561.187500 Penalty: 794.801025
	Iteration 3F: 3 clusters Score -318561.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -319058.562500 Penalty: 794.801025
	Iteration 4F: 3 clusters Score -319058.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -319457.937500 Penalty: 794.801025
	Iteration 5F: 3 clusters Score -319457.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -319701.843750 Penalty: 794.801025
	Iteration 6F: 3 clusters Score -319701.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -319827.656250 Penalty: 794.801025
	Iteration 7Q: 3 clusters Score -319827.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -319907.281250 Penalty: 794.801025
	Iteration 8Q: 3 clusters Score -319907.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -319978.000000 Penalty: 794.801025
	Iteration 9Q: 3 clusters Score -319978 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -320038.093750 Penalty: 794.801025
	Iteration 10Q: 3 clusters Score -320038.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -320082.562500 Penalty: 794.801025
	Iteration 11Q: 3 clusters Score -320082.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -320119.593750 Penalty: 794.801025
	Iteration 12Q: 3 clusters Score -320119.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -320148.812500 Penalty: 794.801025
	Iteration 13Q: 3 clusters Score -320148.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -320166.218750 Penalty: 794.801025
	Iteration 14Q: 3 clusters Score -320166.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -320176.562500 Penalty: 794.801025
	Iteration 15Q: 3 clusters Score -320176.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -320183.000000 Penalty: 794.801025
	Iteration 16Q: 3 clusters Score -320183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -320183.812500 Penalty: 794.801025
	Iteration 17Q: 3 clusters Score -320183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -320184.875000 Penalty: 794.801025
	Iteration 18Q: 3 clusters Score -320184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -320186.906250 Penalty: 794.801025
	Iteration 19Q: 3 clusters Score -320186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -320187.843750 Penalty: 794.801025
	Iteration 20F: 3 clusters Score -320187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -320188.406250 Penalty: 794.801025
	Iteration 21Q: 3 clusters Score -320188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -320188.406250 Penalty: 794.801025
	Iteration 22F: 3 clusters Score -320188.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Entering Unmasked Estep 
Score: -3338936.250000 Penalty: 502.106567
	Iteration 0F: 2 clusters Score -3338936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -3297121.000000 Penalty: 1004.213135
	Iteration 0F: 3 clusters Score -3297121 nChanged 30204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3315694.000000 Penalty: 1004.213135
	Iteration 1F: 3 clusters Score -3315694 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -3317075.000000 Penalty: 1004.213135
	Iteration 2Q: 3 clusters Score -3317075 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -3319580.750000 Penalty: 1004.213135
	Iteration 3F: 3 clusters Score -3319581 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -3323389.000000 Penalty: 1004.213135
	Iteration 4F: 3 clusters Score -3323389 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
Score: -3327764.500000 Penalty: 1004.213135
	Iteration 5F: 3 clusters Score -3327764 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -3331279.000000 Penalty: 1004.213135
	Iteration 6F: 3 clusters Score -3331279 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 54105 members 
Entering Unmasked Estep 
Score: -3333369.000000 Penalty: 1004.213135
	Iteration 7Q: 3 clusters Score -3333369 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -3334570.500000 Penalty: 1004.213135
	Iteration 8Q: 3 clusters Score -3334570 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -3335436.750000 Penalty: 1004.213135
	Iteration 9Q: 3 clusters Score -3335437 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -3336068.000000 Penalty: 1004.213135
	Iteration 10Q: 3 clusters Score -3336068 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -3336554.000000 Penalty: 1004.213135
	Iteration 11Q: 3 clusters Score -3336554 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -3336976.000000 Penalty: 1004.213135
	Iteration 12Q: 3 clusters Score -3336976 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -3337329.250000 Penalty: 1004.213135
	Iteration 13Q: 3 clusters Score -3337329 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -3337625.750000 Penalty: 1004.213135
	Iteration 14Q: 3 clusters Score -3337626 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -3337850.000000 Penalty: 1004.213135
	Iteration 15Q: 3 clusters Score -3337850 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -3338024.500000 Penalty: 1004.213135
	Iteration 16Q: 3 clusters Score -3338024 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -3338152.000000 Penalty: 1004.213135
	Iteration 17Q: 3 clusters Score -3338152 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -3338246.000000 Penalty: 1004.213135
	Iteration 18Q: 3 clusters Score -3338246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -3338323.250000 Penalty: 1004.213135
	Iteration 19Q: 3 clusters Score -3338323 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -3338377.000000 Penalty: 1004.213135
	Iteration 20F: 3 clusters Score -3338377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 61636 members 
Entering Unmasked Estep 
Score: -3338401.500000 Penalty: 1004.213135
	Iteration 21Q: 3 clusters Score -3338402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -3338427.500000 Penalty: 1004.213135
	Iteration 22Q: 3 clusters Score -3338428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -3338453.250000 Penalty: 1004.213135
	Iteration 23Q: 3 clusters Score -3338453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -3338468.500000 Penalty: 1004.213135
	Iteration 24Q: 3 clusters Score -3338468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -3338477.000000 Penalty: 1004.213135
	Iteration 25Q: 3 clusters Score -3338477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -3338484.250000 Penalty: 1004.213135
	Iteration 26Q: 3 clusters Score -3338484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -3338492.250000 Penalty: 1004.213135
	Iteration 27Q: 3 clusters Score -3338492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -3338494.250000 Penalty: 1004.213135
	Iteration 28Q: 3 clusters Score -3338494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -3338499.750000 Penalty: 1004.213135
	Iteration 29Q: 3 clusters Score -3338500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -3338501.750000 Penalty: 1004.213135
	Iteration 30Q: 3 clusters Score -3338502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -3338507.500000 Penalty: 1004.213135
	Iteration 31Q: 3 clusters Score -3338508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -3338515.750000 Penalty: 1004.213135
	Iteration 32Q: 3 clusters Score -3338516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -3338517.750000 Penalty: 1004.213135
	Iteration 33Q: 3 clusters Score -3338518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -3338525.000000 Penalty: 1004.213135
	Iteration 34Q: 3 clusters Score -3338525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -3338527.250000 Penalty: 1004.213135
	Iteration 35Q: 3 clusters Score -3338527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -3338527.500000 Penalty: 1004.213135
	Iteration 36Q: 3 clusters Score -3338528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -3338532.000000 Penalty: 1004.213135
	Iteration 37Q: 3 clusters Score -3338532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -3338533.750000 Penalty: 1004.213135
	Iteration 38Q: 3 clusters Score -3338534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -3338535.500000 Penalty: 1004.213135
	Iteration 39Q: 3 clusters Score -3338536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -3338537.000000 Penalty: 1004.213135
	Iteration 40F: 3 clusters Score -3338537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -3338541.000000 Penalty: 1004.213135
	Iteration 41Q: 3 clusters Score -3338541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 61806 members 
Entering Unmasked Estep 
Score: -3338542.250000 Penalty: 1004.213135
	Iteration 42Q: 3 clusters Score -3338542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -3338546.000000 Penalty: 1004.213135
	Iteration 43Q: 3 clusters Score -3338546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -3338552.500000 Penalty: 1004.213135
	Iteration 44Q: 3 clusters Score -3338552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 61816 members 
Entering Unmasked Estep 
Score: -3338555.750000 Penalty: 1004.213135
	Iteration 45Q: 3 clusters Score -3338556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -3338560.000000 Penalty: 1004.213135
	Iteration 46Q: 3 clusters Score -3338560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -3338560.000000 Penalty: 1004.213135
	Iteration 47Q: 3 clusters Score -3338560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -3338560.000000 Penalty: 1004.213135
	Iteration 48Q: 3 clusters Score -3338560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -3338561.750000 Penalty: 1004.213135
	Iteration 49Q: 3 clusters Score -3338562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -3338562.750000 Penalty: 1004.213135
	Iteration 50Q: 3 clusters Score -3338563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -3338562.750000 Penalty: 1004.213135
	Iteration 51F: 3 clusters Score -3338563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120232 members 
Entering Unmasked Estep 
Score: -6598985.500000 Penalty: 532.221619
	Iteration 0F: 2 clusters Score -6598986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -6523958.000000 Penalty: 1064.443237
	Iteration 0F: 3 clusters Score -6523958 nChanged 59272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -6564172.000000 Penalty: 1064.443237
	Iteration 1F: 3 clusters Score -6564172 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -6568679.000000 Penalty: 1064.443237
	Iteration 2F: 3 clusters Score -6568679 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -6574898.500000 Penalty: 1064.443237
	Iteration 3F: 3 clusters Score -6574898 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -6582181.000000 Penalty: 1064.443237
	Iteration 4F: 3 clusters Score -6582181 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -6587639.000000 Penalty: 1064.443237
	Iteration 5F: 3 clusters Score -6587639 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -6589859.500000 Penalty: 1064.443237
	Iteration 6Q: 3 clusters Score -6589860 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -6590544.500000 Penalty: 1064.443237
	Iteration 7Q: 3 clusters Score -6590544 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -6590976.000000 Penalty: 1064.443237
	Iteration 8Q: 3 clusters Score -6590976 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -6591271.000000 Penalty: 1064.443237
	Iteration 9Q: 3 clusters Score -6591271 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -6591515.500000 Penalty: 1064.443237
	Iteration 10Q: 3 clusters Score -6591516 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -6591779.500000 Penalty: 1064.443237
	Iteration 11Q: 3 clusters Score -6591780 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61955 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -6591963.000000 Penalty: 1064.443237
	Iteration 12Q: 3 clusters Score -6591963 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -6592089.000000 Penalty: 1064.443237
	Iteration 13Q: 3 clusters Score -6592089 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -6592244.000000 Penalty: 1064.443237
	Iteration 14Q: 3 clusters Score -6592244 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -6592358.500000 Penalty: 1064.443237
	Iteration 15Q: 3 clusters Score -6592358 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -6592428.000000 Penalty: 1064.443237
	Iteration 16Q: 3 clusters Score -6592428 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -6592507.000000 Penalty: 1064.443237
	Iteration 17Q: 3 clusters Score -6592507 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -6592541.000000 Penalty: 1064.443237
	Iteration 18Q: 3 clusters Score -6592541 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62301 members 
Mstep: Class 2 contains 57931 members 
Entering Unmasked Estep 
Score: -6592614.000000 Penalty: 1064.443237
	Iteration 19Q: 3 clusters Score -6592614 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -6592676.000000 Penalty: 1064.443237
	Iteration 20F: 3 clusters Score -6592676 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -6592743.000000 Penalty: 1064.443237
	Iteration 21Q: 3 clusters Score -6592743 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 57879 members 
Entering Unmasked Estep 
Score: -6592829.500000 Penalty: 1064.443237
	Iteration 22Q: 3 clusters Score -6592830 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -6592835.000000 Penalty: 1064.443237
	Iteration 23Q: 3 clusters Score -6592835 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -6592904.500000 Penalty: 1064.443237
	Iteration 24Q: 3 clusters Score -6592904 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -6592944.000000 Penalty: 1064.443237
	Iteration 25Q: 3 clusters Score -6592944 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -6593002.000000 Penalty: 1064.443237
	Iteration 26Q: 3 clusters Score -6593002 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -6593049.000000 Penalty: 1064.443237
	Iteration 27Q: 3 clusters Score -6593049 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -6593098.000000 Penalty: 1064.443237
	Iteration 28Q: 3 clusters Score -6593098 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -6593129.500000 Penalty: 1064.443237
	Iteration 29Q: 3 clusters Score -6593130 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -6593150.500000 Penalty: 1064.443237
	Iteration 30Q: 3 clusters Score -6593150 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
Score: -6593216.000000 Penalty: 1064.443237
	Iteration 31Q: 3 clusters Score -6593216 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -6593268.500000 Penalty: 1064.443237
	Iteration 32Q: 3 clusters Score -6593268 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -6593330.000000 Penalty: 1064.443237
	Iteration 33Q: 3 clusters Score -6593330 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -6593396.500000 Penalty: 1064.443237
	Iteration 34Q: 3 clusters Score -6593396 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -6593433.000000 Penalty: 1064.443237
	Iteration 35Q: 3 clusters Score -6593433 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -6593489.000000 Penalty: 1064.443237
	Iteration 36Q: 3 clusters Score -6593489 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -6593594.000000 Penalty: 1064.443237
	Iteration 37Q: 3 clusters Score -6593594 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
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Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 57706 members 
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Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 57705 members 
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Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 57696 members 
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Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 57551 members 
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Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 57451 members 
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Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62949 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63008 members 
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Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 57166 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6595328 nChanged 600
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 57065 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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	Iteration 88Q: 3 clusters Score -6595931 nChanged 70
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	Iteration 130Q: 3 clusters Score -6595998 nChanged 249
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Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6596030 nChanged 263
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Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6596041 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6596040 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6596096 nChanged 234
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Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 67532 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6596112 nChanged 242
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Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6596112 nChanged 242
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Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6596097 nChanged 232
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Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6596104 nChanged 235
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Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6596114 nChanged 230
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Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6596105 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6596094 nChanged 264
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Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6596098 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6596096 nChanged 251
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Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6596103 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 70182 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6596123 nChanged 243
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Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 70425 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6596130 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 70664 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6596131 nChanged 236
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Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 70900 members 
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	Iteration 154Q: 3 clusters Score -6596114 nChanged 219
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Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6596108 nChanged 248
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Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6596122 nChanged 264
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Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6596156 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 72143 members 
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	Iteration 159Q: 3 clusters Score -6596162 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6596184 nChanged 320
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Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 72725 members 
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Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 73098 members 
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	Iteration 162Q: 3 clusters Score -6596246 nChanged 384
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Mstep: Class 1 contains 46750 members 
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	Iteration 163Q: 3 clusters Score -6596261 nChanged 368
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Mstep: Class 1 contains 46382 members 
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	Iteration 164Q: 3 clusters Score -6596255 nChanged 390
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Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 74240 members 
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Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 74682 members 
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	Iteration 166Q: 3 clusters Score -6596290 nChanged 418
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Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 75098 members 
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	Iteration 167Q: 3 clusters Score -6596311 nChanged 419
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Mstep: Class 1 contains 44719 members 
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	Iteration 168Q: 3 clusters Score -6596304 nChanged 428
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Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 76396 members 
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	Iteration 170Q: 3 clusters Score -6596346 nChanged 450
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Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6596330 nChanged 454
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Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 77288 members 
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	Iteration 172Q: 3 clusters Score -6596352 nChanged 416
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Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 77700 members 
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	Iteration 173Q: 3 clusters Score -6596400 nChanged 412
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Mstep: Class 1 contains 42126 members 
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	Iteration 174Q: 3 clusters Score -6596396 nChanged 411
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Mstep: Class 1 contains 41717 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6596406 nChanged 419
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Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 78924 members 
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	Iteration 176Q: 3 clusters Score -6596408 nChanged 424
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Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 79342 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6596418 nChanged 437
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Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6596414 nChanged 433
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Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 80194 members 
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	Iteration 179Q: 3 clusters Score -6596407 nChanged 487
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Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 80657 members 
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	Iteration 180F: 3 clusters Score -6596435 nChanged 485
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Mstep: Class 1 contains 39124 members 
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	Iteration 181Q: 3 clusters Score -6596430 nChanged 493
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Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 81563 members 
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	Iteration 182Q: 3 clusters Score -6596444 nChanged 480
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Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 82007 members 
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	Iteration 183Q: 3 clusters Score -6596447 nChanged 467
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Mstep: Class 1 contains 37788 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6596458 nChanged 432
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Mstep: Class 1 contains 37380 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6596491 nChanged 416
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Mstep: Class 1 contains 37000 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -6596515 nChanged 411
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Mstep: Class 1 contains 36619 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -6596519 nChanged 417
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Mstep: Class 1 contains 36224 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6596510 nChanged 389
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Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 84389 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -6596530 nChanged 393
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Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 84772 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -6596550 nChanged 389
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Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -6596550 nChanged 383
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Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 85955 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -6596576 nChanged 369
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Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -6596523 nChanged 363
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Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 86679 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -6596542 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -6596503 nChanged 349
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Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6596486 nChanged 370
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Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -6596480 nChanged 371
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Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -6596464 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6596486 nChanged 358
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Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -6596468 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 89171 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -6596466 nChanged 294
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Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 89455 members 
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	Iteration 203Q: 3 clusters Score -6596447 nChanged 294
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Mstep: Class 1 contains 30495 members 
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	Iteration 204Q: 3 clusters Score -6596450 nChanged 301
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Mstep: Class 1 contains 30200 members 
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	Iteration 205Q: 3 clusters Score -6596429 nChanged 298
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Mstep: Class 1 contains 29912 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -6596420 nChanged 302
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Mstep: Class 1 contains 29620 members 
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	Iteration 207Q: 3 clusters Score -6596397 nChanged 312
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Mstep: Class 1 contains 29320 members 
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	Iteration 208Q: 3 clusters Score -6596368 nChanged 334
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Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -6596362 nChanged 318
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -6596364 nChanged 301
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Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6596376 nChanged 286
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Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -6596348 nChanged 298
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -6596368 nChanged 351
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Mstep: Class 1 contains 27147 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -6596378 nChanged 351
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Mstep: Class 1 contains 26806 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -6596394 nChanged 332
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Mstep: Class 1 contains 26480 members 
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	Iteration 217Q: 3 clusters Score -6596385 nChanged 322
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Mstep: Class 1 contains 26158 members 
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	Iteration 218Q: 3 clusters Score -6596368 nChanged 328
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Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 94400 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -6596346 nChanged 305
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Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 94697 members 
Entering Unmasked Estep 
Score: -6596336.500000 Penalty: 1064.443237
	Iteration 220F: 3 clusters Score -6596336 nChanged 286
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Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 94979 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -6596324 nChanged 281
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Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -6596354 nChanged 261
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 96016 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -6596341 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -6596323 nChanged 244
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Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 96494 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -6596316 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 96712 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -6596299 nChanged 248
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Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 96952 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -6596313 nChanged 263
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Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 97199 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -6596313 nChanged 278
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Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -6596312 nChanged 266
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Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -6596314 nChanged 286
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Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 97949 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -6596316 nChanged 283
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Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 98210 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -6596348 nChanged 267
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Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 98461 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -6596336 nChanged 264
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Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 98693 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -6596360 nChanged 264
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Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -6596388 nChanged 266
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Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 99179 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -6596417 nChanged 271
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Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 99438 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -6596424 nChanged 283
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Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 99713 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -6596420 nChanged 282
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Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 99981 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 100272 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 100541 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -6596457 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 100771 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 100993 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -6596432 nChanged 228
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Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 101925 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -6596511 nChanged 260
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Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 102185 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 102455 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -6596579 nChanged 270
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Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 102725 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -6596580 nChanged 252
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Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 102975 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -6596666 nChanged 260
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Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 103730 members 
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Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 103945 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 104370 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 104584 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -6596780 nChanged 198
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Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -6596797 nChanged 183
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Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 104963 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -6596839 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -6596862 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -6596887 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -6596910 nChanged 220
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Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -6596926 nChanged 218
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Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 105974 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -6596972 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 106179 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -6596980 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 106371 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -6596998 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 106543 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -6597028 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -6597058 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 107160 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -6597099 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 107374 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -6597121 nChanged 216
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Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 107574 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -6597150 nChanged 196
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Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 107760 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -6597180 nChanged 173
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Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 107933 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -6597203 nChanged 204
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Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 108137 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -6597226 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -6597245 nChanged 203
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Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -6597286 nChanged 217
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Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 108752 members 
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	Iteration 281Q: 3 clusters Score -6597317 nChanged 214
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Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 108960 members 
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	Iteration 282Q: 3 clusters Score -6597346 nChanged 197
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Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 109155 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -6597394 nChanged 202
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Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 109351 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -6597410 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 109542 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -6597440 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 109695 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -6597468 nChanged 167
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Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 109854 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -6597520 nChanged 179
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Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 110027 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -6597546 nChanged 181
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Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 110200 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -6597566 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -6597594 nChanged 175
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Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 110545 members 
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	Iteration 291Q: 3 clusters Score -6597599 nChanged 162
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Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 110701 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -6597632 nChanged 165
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Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 110848 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -6597634 nChanged 163
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Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -6597652 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 111153 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -6597708 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -6597728 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 111467 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -6597764 nChanged 133
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Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -6597786 nChanged 123
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Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 111705 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -6597805 nChanged 130
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Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 111819 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -6597827 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 111922 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -6597844 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 112029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 112134 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -6597880 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 112265 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -6597903 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 112396 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -6597924 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 112506 members 
Entering Unmasked Estep 
Score: -6597923.500000 Penalty: 1064.443237
	Iteration 306Q: 3 clusters Score -6597924 nChanged 135
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Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 112617 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -6597946 nChanged 130
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Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 112729 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -6597968 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 112837 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -6597984 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 112947 members 
Entering Unmasked Estep 
Score: -6598016.000000 Penalty: 1064.443237
	Iteration 310Q: 3 clusters Score -6598016 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 113079 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -6598060 nChanged 137
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Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 113184 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -6598092 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 113286 members 
Entering Unmasked Estep 
Score: -6598106.500000 Penalty: 1064.443237
	Iteration 313Q: 3 clusters Score -6598106 nChanged 134
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Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 113394 members 
Entering Unmasked Estep 
Score: -6598150.500000 Penalty: 1064.443237
	Iteration 314Q: 3 clusters Score -6598150 nChanged 115
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Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 113481 members 
Entering Unmasked Estep 
Score: -6598157.500000 Penalty: 1064.443237
	Iteration 315Q: 3 clusters Score -6598158 nChanged 116
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Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 113567 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -6598184 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 113654 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -6598202 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 113719 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -6598210 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -6598222 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 113851 members 
Entering Unmasked Estep 
Score: -6598236.500000 Penalty: 1064.443237
	Iteration 320F: 3 clusters Score -6598236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 113911 members 
Entering Unmasked Estep 
Score: -6598252.500000 Penalty: 1064.443237
	Iteration 321Q: 3 clusters Score -6598252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 113972 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -6598258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 114032 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -6598264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 114092 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -6598280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 114147 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -6598280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 114208 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -6598289 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 114273 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -6598306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 114346 members 
Entering Unmasked Estep 
Score: -6598315.500000 Penalty: 1064.443237
	Iteration 328Q: 3 clusters Score -6598316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -6598333 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 114476 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -6598350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 114536 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -6598351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 114582 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -6598368 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -6598374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 114674 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -6598378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 114722 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -6598395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -6598405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 114814 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -6598410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 114851 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -6598416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 114884 members 
Entering Unmasked Estep 
Score: -6598414.500000 Penalty: 1064.443237
	Iteration 339Q: 3 clusters Score -6598414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 114916 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -6598428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 114948 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -6598432 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 114985 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -6598445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -6598438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 115060 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -6598458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 115093 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -6598476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 115131 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -6598489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 115179 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -6598496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 115232 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -6598504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 115283 members 
Entering Unmasked Estep 
Score: -6598511.000000 Penalty: 1064.443237
	Iteration 349Q: 3 clusters Score -6598511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 115332 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -6598510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 115379 members 
Entering Unmasked Estep 
Score: -6598524.500000 Penalty: 1064.443237
	Iteration 351Q: 3 clusters Score -6598524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 115433 members 
Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -6598526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -6598572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 115557 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -6598582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 115607 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -6598596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -6598602.000000 Penalty: 1064.443237
	Iteration 356Q: 3 clusters Score -6598602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -6598603.500000 Penalty: 1064.443237
	Iteration 357Q: 3 clusters Score -6598604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 115712 members 
Entering Unmasked Estep 
Score: -6598609.500000 Penalty: 1064.443237
	Iteration 358Q: 3 clusters Score -6598610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 115737 members 
Entering Unmasked Estep 
Score: -6598601.500000 Penalty: 1064.443237
	Iteration 359Q: 3 clusters Score -6598602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 115754 members 
Entering Unmasked Estep 
Score: -6598606.000000 Penalty: 1064.443237
	Iteration 360F: 3 clusters Score -6598606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 115768 members 
Entering Unmasked Estep 
Score: -6598608.000000 Penalty: 1064.443237
	Iteration 361Q: 3 clusters Score -6598608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 115783 members 
Entering Unmasked Estep 
Score: -6598605.500000 Penalty: 1064.443237
	Iteration 362Q: 3 clusters Score -6598606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 115800 members 
Entering Unmasked Estep 
Score: -6598603.500000 Penalty: 1064.443237
	Iteration 363Q: 3 clusters Score -6598604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 115817 members 
Entering Unmasked Estep 
Score: -6598605.500000 Penalty: 1064.443237
	Iteration 364Q: 3 clusters Score -6598606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 115832 members 
Entering Unmasked Estep 
Score: -6598612.500000 Penalty: 1064.443237
	Iteration 365Q: 3 clusters Score -6598612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 115845 members 
Entering Unmasked Estep 
Score: -6598611.500000 Penalty: 1064.443237
	Iteration 366Q: 3 clusters Score -6598612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 115858 members 
Entering Unmasked Estep 
Score: -6598618.000000 Penalty: 1064.443237
	Iteration 367Q: 3 clusters Score -6598618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 115875 members 
Entering Unmasked Estep 
Score: -6598629.500000 Penalty: 1064.443237
	Iteration 368Q: 3 clusters Score -6598630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 115894 members 
Entering Unmasked Estep 
Score: -6598645.500000 Penalty: 1064.443237
	Iteration 369Q: 3 clusters Score -6598646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 115905 members 
Entering Unmasked Estep 
Score: -6598658.500000 Penalty: 1064.443237
	Iteration 370Q: 3 clusters Score -6598658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 115917 members 
Entering Unmasked Estep 
Score: -6598653.000000 Penalty: 1064.443237
	Iteration 371Q: 3 clusters Score -6598653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 115924 members 
Entering Unmasked Estep 
Score: -6598648.000000 Penalty: 1064.443237
	Iteration 372Q: 3 clusters Score -6598648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 115932 members 
Entering Unmasked Estep 
Score: -6598645.000000 Penalty: 1064.443237
	Iteration 373Q: 3 clusters Score -6598645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 115940 members 
Entering Unmasked Estep 
Score: -6598658.000000 Penalty: 1064.443237
	Iteration 374Q: 3 clusters Score -6598658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 115948 members 
Entering Unmasked Estep 
Score: -6598656.500000 Penalty: 1064.443237
	Iteration 375Q: 3 clusters Score -6598656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 115952 members 
Entering Unmasked Estep 
Score: -6598652.000000 Penalty: 1064.443237
	Iteration 376Q: 3 clusters Score -6598652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 115958 members 
Entering Unmasked Estep 
Score: -6598652.500000 Penalty: 1064.443237
	Iteration 377Q: 3 clusters Score -6598652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 115963 members 
Entering Unmasked Estep 
Score: -6598655.500000 Penalty: 1064.443237
	Iteration 378Q: 3 clusters Score -6598656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 115972 members 
Entering Unmasked Estep 
Score: -6598648.500000 Penalty: 1064.443237
	Iteration 379Q: 3 clusters Score -6598648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 115978 members 
Entering Unmasked Estep 
Score: -6598646.500000 Penalty: 1064.443237
	Iteration 380F: 3 clusters Score -6598646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 115983 members 
Entering Unmasked Estep 
Score: -6598648.000000 Penalty: 1064.443237
	Iteration 381Q: 3 clusters Score -6598648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 115991 members 
Entering Unmasked Estep 
Score: -6598652.500000 Penalty: 1064.443237
	Iteration 382Q: 3 clusters Score -6598652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 115993 members 
Entering Unmasked Estep 
Score: -6598652.500000 Penalty: 1064.443237
	Iteration 383Q: 3 clusters Score -6598652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -6598649.000000 Penalty: 1064.443237
	Iteration 384Q: 3 clusters Score -6598649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 115994 members 
Entering Unmasked Estep 
Score: -6598655.500000 Penalty: 1064.443237
	Iteration 385Q: 3 clusters Score -6598656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -6598655.500000 Penalty: 1064.443237
	Iteration 386Q: 3 clusters Score -6598656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 115999 members 
Entering Unmasked Estep 
Score: -6598660.500000 Penalty: 1064.443237
	Iteration 387Q: 3 clusters Score -6598660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 116004 members 
Entering Unmasked Estep 
Score: -6598659.500000 Penalty: 1064.443237
	Iteration 388Q: 3 clusters Score -6598660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -6598657.500000 Penalty: 1064.443237
	Iteration 389Q: 3 clusters Score -6598658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 116011 members 
Entering Unmasked Estep 
Score: -6598652.000000 Penalty: 1064.443237
	Iteration 390Q: 3 clusters Score -6598652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 116012 members 
Entering Unmasked Estep 
Score: -6598655.000000 Penalty: 1064.443237
	Iteration 391Q: 3 clusters Score -6598655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 116013 members 
Entering Unmasked Estep 
Score: -6598653.000000 Penalty: 1064.443237
	Iteration 392Q: 3 clusters Score -6598653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 116014 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -6598656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 116015 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -6598658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 116016 members 
Entering Unmasked Estep 
Score: -6598659.000000 Penalty: 1064.443237
	Iteration 395Q: 3 clusters Score -6598659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 116018 members 
Entering Unmasked Estep 
Score: -6598653.500000 Penalty: 1064.443237
	Iteration 396Q: 3 clusters Score -6598654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -6598654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 116030 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -6598656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 116032 members 
Entering Unmasked Estep 
Score: -6598652.500000 Penalty: 1064.443237
	Iteration 399Q: 3 clusters Score -6598652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -6598653.000000 Penalty: 1064.443237
	Iteration 400F: 3 clusters Score -6598653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 116043 members 
Entering Unmasked Estep 
Score: -6598659.500000 Penalty: 1064.443237
	Iteration 401Q: 3 clusters Score -6598660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 116050 members 
Entering Unmasked Estep 
Score: -6598655.500000 Penalty: 1064.443237
	Iteration 402Q: 3 clusters Score -6598656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 116056 members 
Entering Unmasked Estep 
Score: -6598654.000000 Penalty: 1064.443237
	Iteration 403Q: 3 clusters Score -6598654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 116058 members 
Entering Unmasked Estep 
Score: -6598657.000000 Penalty: 1064.443237
	Iteration 404Q: 3 clusters Score -6598657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 116058 members 
Entering Unmasked Estep 
Score: -6598654.500000 Penalty: 1064.443237
	Iteration 405Q: 3 clusters Score -6598654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 116057 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -6598655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 116057 members 
Entering Unmasked Estep 
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	Iteration 407F: 3 clusters Score -6598655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 158155 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8358746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 78946 members 
Entering Unmasked Estep 
Score: -8259362.000000 Penalty: 1089.391113
	Iteration 0F: 3 clusters Score -8259362 nChanged 77738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -8308013.500000 Penalty: 1089.391113
	Iteration 1F: 3 clusters Score -8308014 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -8311229.000000 Penalty: 1089.391113
	Iteration 2Q: 3 clusters Score -8311229 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 62325 members 
Entering Unmasked Estep 
Score: -8316325.000000 Penalty: 1089.391113
	Iteration 3F: 3 clusters Score -8316325 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100867 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -8324014.500000 Penalty: 1089.391113
	Iteration 4F: 3 clusters Score -8324014 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -8332403.000000 Penalty: 1089.391113
	Iteration 5F: 3 clusters Score -8332403 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102672 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -8337688.500000 Penalty: 1089.391113
	Iteration 6F: 3 clusters Score -8337688 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -8339947.000000 Penalty: 1089.391113
	Iteration 7Q: 3 clusters Score -8339947 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -8341444.500000 Penalty: 1089.391113
	Iteration 8Q: 3 clusters Score -8341444 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -8342809.000000 Penalty: 1089.391113
	Iteration 9Q: 3 clusters Score -8342809 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87897 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -8344392.000000 Penalty: 1089.391113
	Iteration 10Q: 3 clusters Score -8344392 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -8345779.000000 Penalty: 1089.391113
	Iteration 11Q: 3 clusters Score -8345779 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -8347013.500000 Penalty: 1089.391113
	Iteration 12Q: 3 clusters Score -8347014 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -8348129.000000 Penalty: 1089.391113
	Iteration 13Q: 3 clusters Score -8348129 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 77536 members 
Entering Unmasked Estep 
Score: -8349234.500000 Penalty: 1089.391113
	Iteration 14Q: 3 clusters Score -8349234 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -8350339.500000 Penalty: 1089.391113
	Iteration 15Q: 3 clusters Score -8350340 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -8351211.500000 Penalty: 1089.391113
	Iteration 16Q: 3 clusters Score -8351212 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -8352050.500000 Penalty: 1089.391113
	Iteration 17Q: 3 clusters Score -8352050 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -8352752.000000 Penalty: 1089.391113
	Iteration 18Q: 3 clusters Score -8352752 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -8353282.500000 Penalty: 1089.391113
	Iteration 19Q: 3 clusters Score -8353282 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -8353868.000000 Penalty: 1089.391113
	Iteration 20F: 3 clusters Score -8353868 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 78248 members 
Entering Unmasked Estep 
Score: -8354410.500000 Penalty: 1089.391113
	Iteration 21Q: 3 clusters Score -8354410 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -8354781.000000 Penalty: 1089.391113
	Iteration 22Q: 3 clusters Score -8354781 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -8355265.500000 Penalty: 1089.391113
	Iteration 23Q: 3 clusters Score -8355266 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79591 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -8355650.000000 Penalty: 1089.391113
	Iteration 24Q: 3 clusters Score -8355650 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -8355920.500000 Penalty: 1089.391113
	Iteration 25Q: 3 clusters Score -8355920 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -8356136.500000 Penalty: 1089.391113
	Iteration 26Q: 3 clusters Score -8356136 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -8356325.500000 Penalty: 1089.391113
	Iteration 27Q: 3 clusters Score -8356326 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79130 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -8356462.000000 Penalty: 1089.391113
	Iteration 28Q: 3 clusters Score -8356462 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -8356578.500000 Penalty: 1089.391113
	Iteration 29Q: 3 clusters Score -8356578 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
Score: -8356665.000000 Penalty: 1089.391113
	Iteration 30Q: 3 clusters Score -8356665 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78917 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -8356733.500000 Penalty: 1089.391113
	Iteration 31Q: 3 clusters Score -8356734 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -8356800.500000 Penalty: 1089.391113
	Iteration 32Q: 3 clusters Score -8356800 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78754 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -8356885.000000 Penalty: 1089.391113
	Iteration 33Q: 3 clusters Score -8356885 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -8356928.500000 Penalty: 1089.391113
	Iteration 34Q: 3 clusters Score -8356928 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -8357010.000000 Penalty: 1089.391113
	Iteration 35Q: 3 clusters Score -8357010 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -8357047.500000 Penalty: 1089.391113
	Iteration 36Q: 3 clusters Score -8357048 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -8357068.500000 Penalty: 1089.391113
	Iteration 37Q: 3 clusters Score -8357068 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -8357087.000000 Penalty: 1089.391113
	Iteration 38Q: 3 clusters Score -8357087 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -8357080.500000 Penalty: 1089.391113
	Iteration 39Q: 3 clusters Score -8357080 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -8357108.000000 Penalty: 1089.391113
	Iteration 40F: 3 clusters Score -8357108 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -8357152.000000 Penalty: 1089.391113
	Iteration 41Q: 3 clusters Score -8357152 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -8357188.000000 Penalty: 1089.391113
	Iteration 42Q: 3 clusters Score -8357188 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78134 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -8357201.000000 Penalty: 1089.391113
	Iteration 43Q: 3 clusters Score -8357201 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 80053 members 
Entering Unmasked Estep 
Score: -8357204.000000 Penalty: 1089.391113
	Iteration 44Q: 3 clusters Score -8357204 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -8357208.500000 Penalty: 1089.391113
	Iteration 45Q: 3 clusters Score -8357208 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -8357174.500000 Penalty: 1089.391113
	Iteration 46Q: 3 clusters Score -8357174 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -8357163.500000 Penalty: 1089.391113
	Iteration 47Q: 3 clusters Score -8357164 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -8357180.000000 Penalty: 1089.391113
	Iteration 48Q: 3 clusters Score -8357180 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -8357152.000000 Penalty: 1089.391113
	Iteration 49Q: 3 clusters Score -8357152 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -8357134.500000 Penalty: 1089.391113
	Iteration 50Q: 3 clusters Score -8357134 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -8357131.000000 Penalty: 1089.391113
	Iteration 51Q: 3 clusters Score -8357131 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -8357127.500000 Penalty: 1089.391113
	Iteration 52Q: 3 clusters Score -8357128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -8357131.000000 Penalty: 1089.391113
	Iteration 53Q: 3 clusters Score -8357131 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77979 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -8357132.500000 Penalty: 1089.391113
	Iteration 54Q: 3 clusters Score -8357132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77960 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -8357127.500000 Penalty: 1089.391113
	Iteration 55Q: 3 clusters Score -8357128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 80227 members 
Entering Unmasked Estep 
Score: -8357139.000000 Penalty: 1089.391113
	Iteration 56Q: 3 clusters Score -8357139 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -8357154.000000 Penalty: 1089.391113
	Iteration 57Q: 3 clusters Score -8357154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -8357148.000000 Penalty: 1089.391113
	Iteration 58Q: 3 clusters Score -8357148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -8357153.500000 Penalty: 1089.391113
	Iteration 59Q: 3 clusters Score -8357154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -8357155.000000 Penalty: 1089.391113
	Iteration 60F: 3 clusters Score -8357155 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -8357162.000000 Penalty: 1089.391113
	Iteration 61Q: 3 clusters Score -8357162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 80299 members 
Entering Unmasked Estep 
Score: -8357162.500000 Penalty: 1089.391113
	Iteration 62Q: 3 clusters Score -8357162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 80298 members 
Entering Unmasked Estep 
Score: -8357151.500000 Penalty: 1089.391113
	Iteration 63Q: 3 clusters Score -8357152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -8357133.000000 Penalty: 1089.391113
	Iteration 64Q: 3 clusters Score -8357133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -8357135.000000 Penalty: 1089.391113
	Iteration 65Q: 3 clusters Score -8357135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -8357136.500000 Penalty: 1089.391113
	Iteration 66Q: 3 clusters Score -8357136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -8357146.500000 Penalty: 1089.391113
	Iteration 67Q: 3 clusters Score -8357146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -8357154.000000 Penalty: 1089.391113
	Iteration 68Q: 3 clusters Score -8357154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -8357153.000000 Penalty: 1089.391113
	Iteration 69Q: 3 clusters Score -8357153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -8357144.000000 Penalty: 1089.391113
	Iteration 70Q: 3 clusters Score -8357144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -8357139.500000 Penalty: 1089.391113
	Iteration 71Q: 3 clusters Score -8357140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -8357133.000000 Penalty: 1089.391113
	Iteration 72Q: 3 clusters Score -8357133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -8357131.000000 Penalty: 1089.391113
	Iteration 73Q: 3 clusters Score -8357131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77809 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -8357130.000000 Penalty: 1089.391113
	Iteration 74Q: 3 clusters Score -8357130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -8357129.500000 Penalty: 1089.391113
	Iteration 75Q: 3 clusters Score -8357130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -8357118.000000 Penalty: 1089.391113
	Iteration 76Q: 3 clusters Score -8357118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -8357111.500000 Penalty: 1089.391113
	Iteration 77Q: 3 clusters Score -8357112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -8357101.500000 Penalty: 1089.391113
	Iteration 78Q: 3 clusters Score -8357102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -8357105.000000 Penalty: 1089.391113
	Iteration 79Q: 3 clusters Score -8357105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -8357109.500000 Penalty: 1089.391113
	Iteration 80F: 3 clusters Score -8357110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -8357107.000000 Penalty: 1089.391113
	Iteration 81Q: 3 clusters Score -8357107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -8357107.000000 Penalty: 1089.391113
	Iteration 82Q: 3 clusters Score -8357107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -8357110.000000 Penalty: 1089.391113
	Iteration 83Q: 3 clusters Score -8357110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77776 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -8357105.000000 Penalty: 1089.391113
	Iteration 84Q: 3 clusters Score -8357105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 80380 members 
Entering Unmasked Estep 
Score: -8357105.500000 Penalty: 1089.391113
	Iteration 85Q: 3 clusters Score -8357106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77774 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -8357105.000000 Penalty: 1089.391113
	Iteration 86Q: 3 clusters Score -8357105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -8357104.500000 Penalty: 1089.391113
	Iteration 87Q: 3 clusters Score -8357104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -8357102.500000 Penalty: 1089.391113
	Iteration 88Q: 3 clusters Score -8357102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -8357101.500000 Penalty: 1089.391113
	Iteration 89Q: 3 clusters Score -8357102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -8357108.500000 Penalty: 1089.391113
	Iteration 90Q: 3 clusters Score -8357108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -8357103.500000 Penalty: 1089.391113
	Iteration 91Q: 3 clusters Score -8357104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -8357108.500000 Penalty: 1089.391113
	Iteration 92Q: 3 clusters Score -8357108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -8357109.000000 Penalty: 1089.391113
	Iteration 93Q: 3 clusters Score -8357109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 80380 members 
Entering Unmasked Estep 
Score: -8357111.500000 Penalty: 1089.391113
	Iteration 94Q: 3 clusters Score -8357112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -8357107.000000 Penalty: 1089.391113
	Iteration 95Q: 3 clusters Score -8357107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -8357100.500000 Penalty: 1089.391113
	Iteration 96Q: 3 clusters Score -8357100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -8357103.000000 Penalty: 1089.391113
	Iteration 97Q: 3 clusters Score -8357103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 80373 members 
Entering Unmasked Estep 
Score: -8357108.500000 Penalty: 1089.391113
	Iteration 98Q: 3 clusters Score -8357108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -8357109.500000 Penalty: 1089.391113
	Iteration 99Q: 3 clusters Score -8357110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -8357107.500000 Penalty: 1089.391113
	Iteration 100F: 3 clusters Score -8357108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -8357112.000000 Penalty: 1089.391113
	Iteration 101Q: 3 clusters Score -8357112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -8357103.000000 Penalty: 1089.391113
	Iteration 102Q: 3 clusters Score -8357103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
Score: -8357102.000000 Penalty: 1089.391113
	Iteration 103Q: 3 clusters Score -8357102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -8357100.500000 Penalty: 1089.391113
	Iteration 104Q: 3 clusters Score -8357100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -8357099.500000 Penalty: 1089.391113
	Iteration 105Q: 3 clusters Score -8357100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -8357104.500000 Penalty: 1089.391113
	Iteration 106Q: 3 clusters Score -8357104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 80360 members 
Entering Unmasked Estep 
Score: -8357101.000000 Penalty: 1089.391113
	Iteration 107Q: 3 clusters Score -8357101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -8357103.500000 Penalty: 1089.391113
	Iteration 108Q: 3 clusters Score -8357104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -8357103.000000 Penalty: 1089.391113
	Iteration 109Q: 3 clusters Score -8357103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -8357103.000000 Penalty: 1089.391113
	Iteration 110Q: 3 clusters Score -8357103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -8357106.000000 Penalty: 1089.391113
	Iteration 111Q: 3 clusters Score -8357106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -8357097.500000 Penalty: 1089.391113
	Iteration 112Q: 3 clusters Score -8357098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 80349 members 
Entering Unmasked Estep 
Score: -8357100.500000 Penalty: 1089.391113
	Iteration 113Q: 3 clusters Score -8357100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -8357101.000000 Penalty: 1089.391113
	Iteration 114Q: 3 clusters Score -8357101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -8357100.500000 Penalty: 1089.391113
	Iteration 115Q: 3 clusters Score -8357100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77815 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -8357105.000000 Penalty: 1089.391113
	Iteration 116Q: 3 clusters Score -8357105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -8357108.500000 Penalty: 1089.391113
	Iteration 117Q: 3 clusters Score -8357108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8357104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -8357110.500000 Penalty: 1089.391113
	Iteration 119Q: 3 clusters Score -8357110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -8357104.500000 Penalty: 1089.391113
	Iteration 120F: 3 clusters Score -8357104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77824 members 
Mstep: Class 2 contains 80331 members 
Entering Unmasked Estep 
Score: -8357109.500000 Penalty: 1089.391113
	Iteration 121Q: 3 clusters Score -8357110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8357108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
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	Iteration 123F: 3 clusters Score -8357108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 155795 members 
Mstep: Class 2 contains 4742 members 
Mstep: Class 3 contains 166380 members 
Mstep: Class 4 contains 29248 members 
Mstep: Class 5 contains 79437 members 
Mstep: Class 6 contains 27734 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 147008 members 
Mstep: Class 9 contains 86599 members 
Mstep: Class 10 contains 40109 members 
Mstep: Class 11 contains 112537 members 
Mstep: Class 13 contains 92220 members 
Mstep: Class 14 contains 128863 members 
Mstep: Class 15 contains 158429 members 
Mstep: Class 16 contains 153954 members 
Mstep: Class 17 contains 6211 members 
Mstep: Class 18 contains 62026 members 
Mstep: Class 19 contains 120232 members 
Mstep: Class 20 contains 158155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87145744.000000 Penalty: 12417.503906
Iteration 39Q: 20 clusters Score -8.714574e+07 nChanged 26472
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 155076 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 166208 members 
Mstep: Class 4 contains 28517 members 
Mstep: Class 5 contains 79909 members 
Mstep: Class 6 contains 28390 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 146480 members 
Mstep: Class 9 contains 85131 members 
Mstep: Class 10 contains 42302 members 
Mstep: Class 11 contains 112140 members 
Mstep: Class 13 contains 92800 members 
Mstep: Class 14 contains 130304 members 
Mstep: Class 15 contains 158059 members 
Mstep: Class 16 contains 153004 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 63368 members 
Mstep: Class 19 contains 118843 members 
Mstep: Class 20 contains 158161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 630.001709 but Gain 653.553711
Score: -87178680.000000 Penalty: 11763.950195
Iteration 40F: 19 clusters Score -8.717868e+07 nChanged 58131
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 149236 members 
Mstep: Class 2 contains 4874 members 
Mstep: Class 3 contains 190243 members 
Mstep: Class 4 contains 20066 members 
Mstep: Class 5 contains 82197 members 
Mstep: Class 6 contains 31384 members 
Mstep: Class 8 contains 144852 members 
Mstep: Class 9 contains 86367 members 
Mstep: Class 10 contains 44734 members 
Mstep: Class 11 contains 105022 members 
Mstep: Class 13 contains 90627 members 
Mstep: Class 14 contains 131870 members 
Mstep: Class 15 contains 157143 members 
Mstep: Class 16 contains 151754 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 18 contains 66015 members 
Mstep: Class 19 contains 109671 members 
Mstep: Class 20 contains 157881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87176560.000000 Penalty: 11763.950195
Iteration 41Q: 19 clusters Score -8.717656e+07 nChanged 57232
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 146267 members 
Mstep: Class 2 contains 4896 members 
Mstep: Class 3 contains 199085 members 
Mstep: Class 4 contains 16473 members 
Mstep: Class 5 contains 87587 members 
Mstep: Class 6 contains 34156 members 
Mstep: Class 8 contains 142944 members 
Mstep: Class 9 contains 86460 members 
Mstep: Class 10 contains 47725 members 
Mstep: Class 11 contains 101904 members 
Mstep: Class 13 contains 88539 members 
Mstep: Class 14 contains 133515 members 
Mstep: Class 15 contains 156702 members 
Mstep: Class 16 contains 150157 members 
Mstep: Class 17 contains 6168 members 
Mstep: Class 18 contains 68441 members 
Mstep: Class 19 contains 101320 members 
Mstep: Class 20 contains 157853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87173320.000000 Penalty: 11763.950195
Iteration 42Q: 19 clusters Score -8.717332e+07 nChanged 48744
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 144222 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 198809 members 
Mstep: Class 4 contains 14488 members 
Mstep: Class 5 contains 94282 members 
Mstep: Class 6 contains 36928 members 
Mstep: Class 8 contains 140887 members 
Mstep: Class 9 contains 86043 members 
Mstep: Class 10 contains 50795 members 
Mstep: Class 11 contains 101514 members 
Mstep: Class 13 contains 87938 members 
Mstep: Class 14 contains 135320 members 
Mstep: Class 15 contains 156239 members 
Mstep: Class 16 contains 148347 members 
Mstep: Class 17 contains 6198 members 
Mstep: Class 18 contains 70664 members 
Mstep: Class 19 contains 94499 members 
Mstep: Class 20 contains 158115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87177464.000000 Penalty: 11763.950195
Iteration 43Q: 19 clusters Score -8.717746e+07 nChanged 44000
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 141869 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 195565 members 
Mstep: Class 4 contains 13062 members 
Mstep: Class 5 contains 101094 members 
Mstep: Class 6 contains 39750 members 
Mstep: Class 8 contains 138772 members 
Mstep: Class 9 contains 85567 members 
Mstep: Class 10 contains 54098 members 
Mstep: Class 11 contains 101973 members 
Mstep: Class 13 contains 88204 members 
Mstep: Class 14 contains 137178 members 
Mstep: Class 15 contains 155831 members 
Mstep: Class 16 contains 146341 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 72814 members 
Mstep: Class 19 contains 88570 members 
Mstep: Class 20 contains 158295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87184056.000000 Penalty: 11763.950195
Iteration 44Q: 19 clusters Score -8.718406e+07 nChanged 40841
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 139176 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 191895 members 
Mstep: Class 4 contains 12112 members 
Mstep: Class 5 contains 106923 members 
Mstep: Class 6 contains 42617 members 
Mstep: Class 8 contains 136480 members 
Mstep: Class 9 contains 85140 members 
Mstep: Class 10 contains 57566 members 
Mstep: Class 11 contains 102682 members 
Mstep: Class 13 contains 88836 members 
Mstep: Class 14 contains 138927 members 
Mstep: Class 15 contains 155309 members 
Mstep: Class 16 contains 143871 members 
Mstep: Class 17 contains 6355 members 
Mstep: Class 18 contains 74895 members 
Mstep: Class 19 contains 84016 members 
Mstep: Class 20 contains 158402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87190704.000000 Penalty: 11763.950195
Iteration 45Q: 19 clusters Score -8.71907e+07 nChanged 38387
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 135962 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 187726 members 
Mstep: Class 4 contains 11685 members 
Mstep: Class 5 contains 112020 members 
Mstep: Class 6 contains 45551 members 
Mstep: Class 8 contains 134065 members 
Mstep: Class 9 contains 84701 members 
Mstep: Class 10 contains 61356 members 
Mstep: Class 11 contains 103450 members 
Mstep: Class 13 contains 89712 members 
Mstep: Class 14 contains 140539 members 
Mstep: Class 15 contains 154671 members 
Mstep: Class 16 contains 141075 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 76768 members 
Mstep: Class 19 contains 80861 members 
Mstep: Class 20 contains 158620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196856.000000 Penalty: 11763.950195
Iteration 46Q: 19 clusters Score -8.719686e+07 nChanged 35858
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 132466 members 
Mstep: Class 2 contains 5099 members 
Mstep: Class 3 contains 183710 members 
Mstep: Class 4 contains 11535 members 
Mstep: Class 5 contains 116385 members 
Mstep: Class 6 contains 48523 members 
Mstep: Class 8 contains 131620 members 
Mstep: Class 9 contains 84337 members 
Mstep: Class 10 contains 65207 members 
Mstep: Class 11 contains 104263 members 
Mstep: Class 13 contains 90648 members 
Mstep: Class 14 contains 141937 members 
Mstep: Class 15 contains 153889 members 
Mstep: Class 16 contains 138124 members 
Mstep: Class 17 contains 6397 members 
Mstep: Class 18 contains 78398 members 
Mstep: Class 19 contains 78846 members 
Mstep: Class 20 contains 158808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87202768.000000 Penalty: 11763.950195
Iteration 47Q: 19 clusters Score -8.720277e+07 nChanged 33963
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 128943 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 179884 members 
Mstep: Class 4 contains 11676 members 
Mstep: Class 5 contains 120166 members 
Mstep: Class 6 contains 51421 members 
Mstep: Class 8 contains 129189 members 
Mstep: Class 9 contains 84094 members 
Mstep: Class 10 contains 69059 members 
Mstep: Class 11 contains 104892 members 
Mstep: Class 13 contains 91685 members 
Mstep: Class 14 contains 143176 members 
Mstep: Class 15 contains 153005 members 
Mstep: Class 16 contains 134931 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 80030 members 
Mstep: Class 19 contains 77632 members 
Mstep: Class 20 contains 158870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207440.000000 Penalty: 11763.950195
Iteration 48Q: 19 clusters Score -8.720744e+07 nChanged 32413
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 125352 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 176389 members 
Mstep: Class 4 contains 11980 members 
Mstep: Class 5 contains 122983 members 
Mstep: Class 6 contains 54302 members 
Mstep: Class 8 contains 126773 members 
Mstep: Class 9 contains 83949 members 
Mstep: Class 10 contains 73108 members 
Mstep: Class 11 contains 105389 members 
Mstep: Class 13 contains 92704 members 
Mstep: Class 14 contains 144309 members 
Mstep: Class 15 contains 151930 members 
Mstep: Class 16 contains 131613 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 81692 members 
Mstep: Class 19 contains 77204 members 
Mstep: Class 20 contains 158928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87214136.000000 Penalty: 11763.950195
Iteration 49Q: 19 clusters Score -8.721414e+07 nChanged 30852
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 121690 members 
Mstep: Class 2 contains 5378 members 
Mstep: Class 3 contains 173321 members 
Mstep: Class 4 contains 12332 members 
Mstep: Class 5 contains 124838 members 
Mstep: Class 6 contains 57304 members 
Mstep: Class 8 contains 124217 members 
Mstep: Class 9 contains 83837 members 
Mstep: Class 10 contains 77423 members 
Mstep: Class 11 contains 105550 members 
Mstep: Class 13 contains 93756 members 
Mstep: Class 14 contains 145381 members 
Mstep: Class 15 contains 150673 members 
Mstep: Class 16 contains 128593 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 83394 members 
Mstep: Class 19 contains 77344 members 
Mstep: Class 20 contains 158891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87219984.000000 Penalty: 11763.950195
Iteration 50Q: 19 clusters Score -8.721998e+07 nChanged 30527
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 117916 members 
Mstep: Class 2 contains 5520 members 
Mstep: Class 3 contains 170851 members 
Mstep: Class 4 contains 12572 members 
Mstep: Class 5 contains 125748 members 
Mstep: Class 6 contains 60453 members 
Mstep: Class 8 contains 121611 members 
Mstep: Class 9 contains 83748 members 
Mstep: Class 10 contains 82213 members 
Mstep: Class 11 contains 105539 members 
Mstep: Class 13 contains 94785 members 
Mstep: Class 14 contains 146465 members 
Mstep: Class 15 contains 149208 members 
Mstep: Class 16 contains 125701 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 85163 members 
Mstep: Class 19 contains 77775 members 
Mstep: Class 20 contains 158663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87224656.000000 Penalty: 11763.950195
Iteration 51Q: 19 clusters Score -8.722466e+07 nChanged 30126
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 114184 members 
Mstep: Class 2 contains 5663 members 
Mstep: Class 3 contains 168732 members 
Mstep: Class 4 contains 12696 members 
Mstep: Class 5 contains 125930 members 
Mstep: Class 6 contains 63658 members 
Mstep: Class 8 contains 118947 members 
Mstep: Class 9 contains 83586 members 
Mstep: Class 10 contains 87514 members 
Mstep: Class 11 contains 105298 members 
Mstep: Class 13 contains 95670 members 
Mstep: Class 14 contains 147659 members 
Mstep: Class 15 contains 147532 members 
Mstep: Class 16 contains 123082 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 87003 members 
Mstep: Class 19 contains 78452 members 
Mstep: Class 20 contains 158334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87231168.000000 Penalty: 11763.950195
Iteration 52Q: 19 clusters Score -8.723117e+07 nChanged 29575
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 110653 members 
Mstep: Class 2 contains 5792 members 
Mstep: Class 3 contains 166926 members 
Mstep: Class 4 contains 12672 members 
Mstep: Class 5 contains 125319 members 
Mstep: Class 6 contains 67106 members 
Mstep: Class 8 contains 116119 members 
Mstep: Class 9 contains 83423 members 
Mstep: Class 10 contains 93105 members 
Mstep: Class 11 contains 105022 members 
Mstep: Class 13 contains 96403 members 
Mstep: Class 14 contains 149017 members 
Mstep: Class 15 contains 145591 members 
Mstep: Class 16 contains 120724 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 88909 members 
Mstep: Class 19 contains 79213 members 
Mstep: Class 20 contains 157932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87237880.000000 Penalty: 11763.950195
Iteration 53Q: 19 clusters Score -8.723788e+07 nChanged 29178
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 107360 members 
Mstep: Class 2 contains 5892 members 
Mstep: Class 3 contains 165466 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 124080 members 
Mstep: Class 6 contains 70484 members 
Mstep: Class 8 contains 113326 members 
Mstep: Class 9 contains 83145 members 
Mstep: Class 10 contains 98990 members 
Mstep: Class 11 contains 104662 members 
Mstep: Class 13 contains 96954 members 
Mstep: Class 14 contains 150566 members 
Mstep: Class 15 contains 143625 members 
Mstep: Class 16 contains 118453 members 
Mstep: Class 17 contains 6294 members 
Mstep: Class 18 contains 90776 members 
Mstep: Class 19 contains 80061 members 
Mstep: Class 20 contains 157593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87244392.000000 Penalty: 11763.950195
Iteration 54Q: 19 clusters Score -8.724439e+07 nChanged 29028
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 104319 members 
Mstep: Class 2 contains 6003 members 
Mstep: Class 3 contains 164469 members 
Mstep: Class 4 contains 12155 members 
Mstep: Class 5 contains 122383 members 
Mstep: Class 6 contains 73675 members 
Mstep: Class 8 contains 110586 members 
Mstep: Class 9 contains 82870 members 
Mstep: Class 10 contains 104913 members 
Mstep: Class 11 contains 104380 members 
Mstep: Class 13 contains 97308 members 
Mstep: Class 14 contains 152378 members 
Mstep: Class 15 contains 141162 members 
Mstep: Class 16 contains 116267 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 92752 members 
Mstep: Class 19 contains 80911 members 
Mstep: Class 20 contains 157330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87250224.000000 Penalty: 11763.950195
Iteration 55Q: 19 clusters Score -8.725022e+07 nChanged 28853
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 6102 members 
Mstep: Class 3 contains 163627 members 
Mstep: Class 4 contains 11850 members 
Mstep: Class 5 contains 120486 members 
Mstep: Class 6 contains 76711 members 
Mstep: Class 8 contains 107837 members 
Mstep: Class 9 contains 82525 members 
Mstep: Class 10 contains 110625 members 
Mstep: Class 11 contains 104239 members 
Mstep: Class 13 contains 97480 members 
Mstep: Class 14 contains 154529 members 
Mstep: Class 15 contains 138308 members 
Mstep: Class 16 contains 114279 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 94921 members 
Mstep: Class 19 contains 81750 members 
Mstep: Class 20 contains 156945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87257040.000000 Penalty: 11763.950195
Iteration 56Q: 19 clusters Score -8.725704e+07 nChanged 28519
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 6186 members 
Mstep: Class 3 contains 162957 members 
Mstep: Class 4 contains 11582 members 
Mstep: Class 5 contains 118617 members 
Mstep: Class 6 contains 79572 members 
Mstep: Class 8 contains 105279 members 
Mstep: Class 9 contains 82141 members 
Mstep: Class 10 contains 115895 members 
Mstep: Class 11 contains 104298 members 
Mstep: Class 13 contains 97590 members 
Mstep: Class 14 contains 156805 members 
Mstep: Class 15 contains 134820 members 
Mstep: Class 16 contains 112391 members 
Mstep: Class 17 contains 6402 members 
Mstep: Class 18 contains 97076 members 
Mstep: Class 19 contains 82644 members 
Mstep: Class 20 contains 156776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87262616.000000 Penalty: 11763.950195
Iteration 57Q: 19 clusters Score -8.726262e+07 nChanged 28401
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 6244 members 
Mstep: Class 3 contains 162448 members 
Mstep: Class 4 contains 11271 members 
Mstep: Class 5 contains 116734 members 
Mstep: Class 6 contains 82325 members 
Mstep: Class 8 contains 103040 members 
Mstep: Class 9 contains 81855 members 
Mstep: Class 10 contains 120821 members 
Mstep: Class 11 contains 104554 members 
Mstep: Class 13 contains 97578 members 
Mstep: Class 14 contains 159171 members 
Mstep: Class 15 contains 130734 members 
Mstep: Class 16 contains 110623 members 
Mstep: Class 17 contains 6453 members 
Mstep: Class 18 contains 99131 members 
Mstep: Class 19 contains 83534 members 
Mstep: Class 20 contains 156579 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 19 clusters Score -8.726726e+07 nChanged 26972
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 95280 members 
Mstep: Class 2 contains 6326 members 
Mstep: Class 3 contains 162053 members 
Mstep: Class 4 contains 10969 members 
Mstep: Class 5 contains 114943 members 
Mstep: Class 6 contains 84812 members 
Mstep: Class 8 contains 101152 members 
Mstep: Class 9 contains 81676 members 
Mstep: Class 10 contains 125066 members 
Mstep: Class 11 contains 104911 members 
Mstep: Class 13 contains 97377 members 
Mstep: Class 14 contains 161396 members 
Mstep: Class 15 contains 126826 members 
Mstep: Class 16 contains 108930 members 
Mstep: Class 17 contains 6507 members 
Mstep: Class 18 contains 100948 members 
Mstep: Class 19 contains 84489 members 
Mstep: Class 20 contains 156534 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 19 clusters Score -8.727068e+07 nChanged 25473
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 161825 members 
Mstep: Class 4 contains 10704 members 
Mstep: Class 5 contains 113289 members 
Mstep: Class 6 contains 87138 members 
Mstep: Class 8 contains 99638 members 
Mstep: Class 9 contains 81629 members 
Mstep: Class 10 contains 128688 members 
Mstep: Class 11 contains 105372 members 
Mstep: Class 13 contains 97036 members 
Mstep: Class 14 contains 163338 members 
Mstep: Class 15 contains 123202 members 
Mstep: Class 16 contains 107302 members 
Mstep: Class 17 contains 6578 members 
Mstep: Class 18 contains 102542 members 
Mstep: Class 19 contains 85346 members 
Mstep: Class 20 contains 156523 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 19 clusters Score -8.72758e+07 nChanged 27109
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 160973 members 
Mstep: Class 4 contains 11125 members 
Mstep: Class 5 contains 112126 members 
Mstep: Class 6 contains 90564 members 
Mstep: Class 8 contains 97124 members 
Mstep: Class 9 contains 81621 members 
Mstep: Class 10 contains 132214 members 
Mstep: Class 11 contains 105929 members 
Mstep: Class 13 contains 96697 members 
Mstep: Class 14 contains 164930 members 
Mstep: Class 15 contains 119452 members 
Mstep: Class 16 contains 105684 members 
Mstep: Class 17 contains 6614 members 
Mstep: Class 18 contains 104514 members 
Mstep: Class 19 contains 85490 members 
Mstep: Class 20 contains 156417 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 19 clusters Score -8.728038e+07 nChanged 25976
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 6487 members 
Mstep: Class 3 contains 160289 members 
Mstep: Class 4 contains 11445 members 
Mstep: Class 5 contains 110976 members 
Mstep: Class 6 contains 93714 members 
Mstep: Class 8 contains 95202 members 
Mstep: Class 9 contains 81649 members 
Mstep: Class 10 contains 135135 members 
Mstep: Class 11 contains 106547 members 
Mstep: Class 13 contains 96308 members 
Mstep: Class 14 contains 166319 members 
Mstep: Class 15 contains 116011 members 
Mstep: Class 16 contains 104235 members 
Mstep: Class 17 contains 6642 members 
Mstep: Class 18 contains 106154 members 
Mstep: Class 19 contains 85708 members 
Mstep: Class 20 contains 156184 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -8.728431e+07 nChanged 24185
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 159529 members 
Mstep: Class 4 contains 11768 members 
Mstep: Class 5 contains 109944 members 
Mstep: Class 6 contains 96651 members 
Mstep: Class 8 contains 93656 members 
Mstep: Class 9 contains 81774 members 
Mstep: Class 10 contains 137485 members 
Mstep: Class 11 contains 107285 members 
Mstep: Class 13 contains 95899 members 
Mstep: Class 14 contains 167415 members 
Mstep: Class 15 contains 112938 members 
Mstep: Class 16 contains 102798 members 
Mstep: Class 17 contains 6668 members 
Mstep: Class 18 contains 107341 members 
Mstep: Class 19 contains 85989 members 
Mstep: Class 20 contains 156172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87286768.000000 Penalty: 11763.950195
Iteration 63Q: 19 clusters Score -8.728677e+07 nChanged 22562
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 89745 members 
Mstep: Class 2 contains 6601 members 
Mstep: Class 3 contains 158876 members 
Mstep: Class 4 contains 12094 members 
Mstep: Class 5 contains 109119 members 
Mstep: Class 6 contains 99339 members 
Mstep: Class 8 contains 92421 members 
Mstep: Class 9 contains 81924 members 
Mstep: Class 10 contains 139224 members 
Mstep: Class 11 contains 107885 members 
Mstep: Class 13 contains 95544 members 
Mstep: Class 14 contains 168201 members 
Mstep: Class 15 contains 110198 members 
Mstep: Class 16 contains 101485 members 
Mstep: Class 17 contains 6689 members 
Mstep: Class 18 contains 108225 members 
Mstep: Class 19 contains 86360 members 
Mstep: Class 20 contains 156265 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 19 clusters Score -8.728924e+07 nChanged 20983
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 6653 members 
Mstep: Class 3 contains 158228 members 
Mstep: Class 4 contains 12425 members 
Mstep: Class 5 contains 108390 members 
Mstep: Class 6 contains 101768 members 
Mstep: Class 8 contains 91409 members 
Mstep: Class 9 contains 82118 members 
Mstep: Class 10 contains 140375 members 
Mstep: Class 11 contains 108548 members 
Mstep: Class 13 contains 95233 members 
Mstep: Class 14 contains 168598 members 
Mstep: Class 15 contains 107772 members 
Mstep: Class 16 contains 100302 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 108982 members 
Mstep: Class 19 contains 86926 members 
Mstep: Class 20 contains 156404 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 19 clusters Score -8.72919e+07 nChanged 19597
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 6715 members 
Mstep: Class 3 contains 157570 members 
Mstep: Class 4 contains 12775 members 
Mstep: Class 5 contains 107726 members 
Mstep: Class 6 contains 104034 members 
Mstep: Class 8 contains 90584 members 
Mstep: Class 9 contains 82225 members 
Mstep: Class 10 contains 141060 members 
Mstep: Class 11 contains 109252 members 
Mstep: Class 13 contains 94992 members 
Mstep: Class 14 contains 168768 members 
Mstep: Class 15 contains 105740 members 
Mstep: Class 16 contains 99287 members 
Mstep: Class 17 contains 6749 members 
Mstep: Class 18 contains 109518 members 
Mstep: Class 19 contains 87558 members 
Mstep: Class 20 contains 156499 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 19 clusters Score -8.729302e+07 nChanged 18166
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 156811 members 
Mstep: Class 4 contains 13105 members 
Mstep: Class 5 contains 107234 members 
Mstep: Class 6 contains 106139 members 
Mstep: Class 8 contains 89914 members 
Mstep: Class 9 contains 82363 members 
Mstep: Class 10 contains 141284 members 
Mstep: Class 11 contains 109903 members 
Mstep: Class 13 contains 94849 members 
Mstep: Class 14 contains 168619 members 
Mstep: Class 15 contains 104092 members 
Mstep: Class 16 contains 98465 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 109963 members 
Mstep: Class 19 contains 88295 members 
Mstep: Class 20 contains 156517 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 19 clusters Score -8.729412e+07 nChanged 16932
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 6808 members 
Mstep: Class 3 contains 156110 members 
Mstep: Class 4 contains 13335 members 
Mstep: Class 5 contains 106786 members 
Mstep: Class 6 contains 108073 members 
Mstep: Class 8 contains 89313 members 
Mstep: Class 9 contains 82398 members 
Mstep: Class 10 contains 141144 members 
Mstep: Class 11 contains 110531 members 
Mstep: Class 13 contains 94777 members 
Mstep: Class 14 contains 168379 members 
Mstep: Class 15 contains 102772 members 
Mstep: Class 16 contains 97814 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 110351 members 
Mstep: Class 19 contains 89067 members 
Mstep: Class 20 contains 156451 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 19 clusters Score -8.729626e+07 nChanged 15977
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 6880 members 
Mstep: Class 3 contains 155294 members 
Mstep: Class 4 contains 13564 members 
Mstep: Class 5 contains 106406 members 
Mstep: Class 6 contains 109822 members 
Mstep: Class 8 contains 88783 members 
Mstep: Class 9 contains 82295 members 
Mstep: Class 10 contains 140709 members 
Mstep: Class 11 contains 111148 members 
Mstep: Class 13 contains 94748 members 
Mstep: Class 14 contains 168186 members 
Mstep: Class 15 contains 101690 members 
Mstep: Class 16 contains 97270 members 
Mstep: Class 17 contains 6901 members 
Mstep: Class 18 contains 110644 members 
Mstep: Class 19 contains 89950 members 
Mstep: Class 20 contains 156356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87298232.000000 Penalty: 11763.950195
Iteration 69Q: 19 clusters Score -8.729823e+07 nChanged 15317
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 6932 members 
Mstep: Class 3 contains 154503 members 
Mstep: Class 4 contains 13769 members 
Mstep: Class 5 contains 106067 members 
Mstep: Class 6 contains 111360 members 
Mstep: Class 8 contains 88369 members 
Mstep: Class 9 contains 82254 members 
Mstep: Class 10 contains 140001 members 
Mstep: Class 11 contains 111643 members 
Mstep: Class 13 contains 94836 members 
Mstep: Class 14 contains 167890 members 
Mstep: Class 15 contains 100818 members 
Mstep: Class 16 contains 96828 members 
Mstep: Class 17 contains 6961 members 
Mstep: Class 18 contains 110812 members 
Mstep: Class 19 contains 90824 members 
Mstep: Class 20 contains 156287 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 19 clusters Score -8.729954e+07 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 90637 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 153653 members 
Mstep: Class 4 contains 13923 members 
Mstep: Class 5 contains 105687 members 
Mstep: Class 6 contains 112817 members 
Mstep: Class 8 contains 87988 members 
Mstep: Class 9 contains 82180 members 
Mstep: Class 10 contains 139044 members 
Mstep: Class 11 contains 112148 members 
Mstep: Class 13 contains 95022 members 
Mstep: Class 14 contains 167661 members 
Mstep: Class 15 contains 100064 members 
Mstep: Class 16 contains 96387 members 
Mstep: Class 17 contains 7026 members 
Mstep: Class 18 contains 110913 members 
Mstep: Class 19 contains 91782 members 
Mstep: Class 20 contains 156275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87300040.000000 Penalty: 11763.950195
Iteration 71Q: 19 clusters Score -8.730004e+07 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 91391 members 
Mstep: Class 2 contains 7018 members 
Mstep: Class 3 contains 152830 members 
Mstep: Class 4 contains 14051 members 
Mstep: Class 5 contains 105255 members 
Mstep: Class 6 contains 114140 members 
Mstep: Class 8 contains 87639 members 
Mstep: Class 9 contains 82106 members 
Mstep: Class 10 contains 137943 members 
Mstep: Class 11 contains 112694 members 
Mstep: Class 13 contains 95219 members 
Mstep: Class 14 contains 167377 members 
Mstep: Class 15 contains 99398 members 
Mstep: Class 16 contains 96089 members 
Mstep: Class 17 contains 7080 members 
Mstep: Class 18 contains 110998 members 
Mstep: Class 19 contains 92656 members 
Mstep: Class 20 contains 156312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87300408.000000 Penalty: 11763.950195
Iteration 72Q: 19 clusters Score -8.730041e+07 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 92317 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 152037 members 
Mstep: Class 4 contains 14101 members 
Mstep: Class 5 contains 104838 members 
Mstep: Class 6 contains 115284 members 
Mstep: Class 8 contains 87350 members 
Mstep: Class 9 contains 82065 members 
Mstep: Class 10 contains 136725 members 
Mstep: Class 11 contains 113275 members 
Mstep: Class 13 contains 95470 members 
Mstep: Class 14 contains 167101 members 
Mstep: Class 15 contains 98839 members 
Mstep: Class 16 contains 95842 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 111048 members 
Mstep: Class 19 contains 93367 members 
Mstep: Class 20 contains 156326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87300776.000000 Penalty: 11763.950195
Iteration 73Q: 19 clusters Score -8.730078e+07 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 3 contains 151251 members 
Mstep: Class 4 contains 14159 members 
Mstep: Class 5 contains 104382 members 
Mstep: Class 6 contains 116350 members 
Mstep: Class 8 contains 87080 members 
Mstep: Class 9 contains 81972 members 
Mstep: Class 10 contains 135402 members 
Mstep: Class 11 contains 113877 members 
Mstep: Class 13 contains 95812 members 
Mstep: Class 14 contains 166839 members 
Mstep: Class 15 contains 98404 members 
Mstep: Class 16 contains 95569 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 111084 members 
Mstep: Class 19 contains 94012 members 
Mstep: Class 20 contains 156341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87300880.000000 Penalty: 11763.950195
Iteration 74Q: 19 clusters Score -8.730088e+07 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 94524 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 150382 members 
Mstep: Class 4 contains 14228 members 
Mstep: Class 5 contains 103918 members 
Mstep: Class 6 contains 117342 members 
Mstep: Class 8 contains 86786 members 
Mstep: Class 9 contains 81855 members 
Mstep: Class 10 contains 134071 members 
Mstep: Class 11 contains 114505 members 
Mstep: Class 13 contains 96194 members 
Mstep: Class 14 contains 166569 members 
Mstep: Class 15 contains 98045 members 
Mstep: Class 16 contains 95288 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 111122 members 
Mstep: Class 19 contains 94554 members 
Mstep: Class 20 contains 156396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87301256.000000 Penalty: 11763.950195
Iteration 75Q: 19 clusters Score -8.730126e+07 nChanged 13061
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 95743 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 149495 members 
Mstep: Class 4 contains 14229 members 
Mstep: Class 5 contains 103355 members 
Mstep: Class 6 contains 118288 members 
Mstep: Class 8 contains 86517 members 
Mstep: Class 9 contains 81742 members 
Mstep: Class 10 contains 132803 members 
Mstep: Class 11 contains 115172 members 
Mstep: Class 13 contains 96613 members 
Mstep: Class 14 contains 166380 members 
Mstep: Class 15 contains 97769 members 
Mstep: Class 16 contains 95070 members 
Mstep: Class 17 contains 7400 members 
Mstep: Class 18 contains 111029 members 
Mstep: Class 19 contains 95024 members 
Mstep: Class 20 contains 156437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87301032.000000 Penalty: 11763.950195
Iteration 76Q: 19 clusters Score -8.730103e+07 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 97076 members 
Mstep: Class 2 contains 7183 members 
Mstep: Class 3 contains 148520 members 
Mstep: Class 4 contains 14129 members 
Mstep: Class 5 contains 102711 members 
Mstep: Class 6 contains 119229 members 
Mstep: Class 8 contains 86283 members 
Mstep: Class 9 contains 81649 members 
Mstep: Class 10 contains 131525 members 
Mstep: Class 11 contains 115923 members 
Mstep: Class 13 contains 97066 members 
Mstep: Class 14 contains 166211 members 
Mstep: Class 15 contains 97539 members 
Mstep: Class 16 contains 94954 members 
Mstep: Class 17 contains 7492 members 
Mstep: Class 18 contains 110863 members 
Mstep: Class 19 contains 95457 members 
Mstep: Class 20 contains 156385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87301664.000000 Penalty: 11763.950195
Iteration 77Q: 19 clusters Score -8.730166e+07 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 98441 members 
Mstep: Class 2 contains 7223 members 
Mstep: Class 3 contains 147562 members 
Mstep: Class 4 contains 13996 members 
Mstep: Class 5 contains 101969 members 
Mstep: Class 6 contains 120112 members 
Mstep: Class 8 contains 86077 members 
Mstep: Class 9 contains 81548 members 
Mstep: Class 10 contains 130264 members 
Mstep: Class 11 contains 116796 members 
Mstep: Class 13 contains 97555 members 
Mstep: Class 14 contains 166015 members 
Mstep: Class 15 contains 97322 members 
Mstep: Class 16 contains 94845 members 
Mstep: Class 17 contains 7574 members 
Mstep: Class 18 contains 110682 members 
Mstep: Class 19 contains 95837 members 
Mstep: Class 20 contains 156377 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 19 clusters Score -8.730144e+07 nChanged 12557
Entering ConstructFrom: 
Score: -87301440.000000 Penalty: 11763.950195
Entering ConstructFrom: 
Trying to split cluster 1 (99848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Entering Unmasked Estep 
Score: -5335518.000000 Penalty: 523.768860
	Iteration 0F: 2 clusters Score -5335518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -5270120.000000 Penalty: 1047.537720
	Iteration 0F: 3 clusters Score -5270120 nChanged 48701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -5302087.500000 Penalty: 1047.537720
	Iteration 1F: 3 clusters Score -5302088 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -5306557.500000 Penalty: 1047.537720
	Iteration 2F: 3 clusters Score -5306558 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58049 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -5313737.000000 Penalty: 1047.537720
	Iteration 3F: 3 clusters Score -5313737 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -5322249.500000 Penalty: 1047.537720
	Iteration 4F: 3 clusters Score -5322250 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -5328692.000000 Penalty: 1047.537720
	Iteration 5F: 3 clusters Score -5328692 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -5331389.000000 Penalty: 1047.537720
	Iteration 6F: 3 clusters Score -5331389 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -5332688.000000 Penalty: 1047.537720
	Iteration 7Q: 3 clusters Score -5332688 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5333611.000000 Penalty: 1047.537720
	Iteration 8Q: 3 clusters Score -5333611 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -5334297.500000 Penalty: 1047.537720
	Iteration 9Q: 3 clusters Score -5334298 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -5335056.000000 Penalty: 1047.537720
	Iteration 10Q: 3 clusters Score -5335056 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -5335603.500000 Penalty: 1047.537720
	Iteration 11Q: 3 clusters Score -5335604 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -5336146.000000 Penalty: 1047.537720
	Iteration 12Q: 3 clusters Score -5336146 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -5336640.500000 Penalty: 1047.537720
	Iteration 13Q: 3 clusters Score -5336640 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -5337071.500000 Penalty: 1047.537720
	Iteration 14Q: 3 clusters Score -5337072 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -5337388.000000 Penalty: 1047.537720
	Iteration 15Q: 3 clusters Score -5337388 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -5337619.500000 Penalty: 1047.537720
	Iteration 16Q: 3 clusters Score -5337620 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -5337812.500000 Penalty: 1047.537720
	Iteration 17Q: 3 clusters Score -5337812 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -5337951.500000 Penalty: 1047.537720
	Iteration 18Q: 3 clusters Score -5337952 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5338022.500000 Penalty: 1047.537720
	Iteration 19Q: 3 clusters Score -5338022 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -5338102.500000 Penalty: 1047.537720
	Iteration 20F: 3 clusters Score -5338102 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5338168.000000 Penalty: 1047.537720
	Iteration 21Q: 3 clusters Score -5338168 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -5338207.500000 Penalty: 1047.537720
	Iteration 22Q: 3 clusters Score -5338208 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5338245.000000 Penalty: 1047.537720
	Iteration 23Q: 3 clusters Score -5338245 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -5338276.500000 Penalty: 1047.537720
	Iteration 24Q: 3 clusters Score -5338276 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -5338292.500000 Penalty: 1047.537720
	Iteration 25Q: 3 clusters Score -5338292 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -5338310.500000 Penalty: 1047.537720
	Iteration 26Q: 3 clusters Score -5338310 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5338316.000000 Penalty: 1047.537720
	Iteration 27Q: 3 clusters Score -5338316 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -5338318.500000 Penalty: 1047.537720
	Iteration 28Q: 3 clusters Score -5338318 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -5338333.500000 Penalty: 1047.537720
	Iteration 29Q: 3 clusters Score -5338334 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79766 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -5338353.000000 Penalty: 1047.537720
	Iteration 30Q: 3 clusters Score -5338353 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -5338389.000000 Penalty: 1047.537720
	Iteration 31Q: 3 clusters Score -5338389 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -5338386.500000 Penalty: 1047.537720
	Iteration 32Q: 3 clusters Score -5338386 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -5338392.000000 Penalty: 1047.537720
	Iteration 33Q: 3 clusters Score -5338392 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -5338418.500000 Penalty: 1047.537720
	Iteration 34Q: 3 clusters Score -5338418 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -5338437.000000 Penalty: 1047.537720
	Iteration 35Q: 3 clusters Score -5338437 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -5338472.500000 Penalty: 1047.537720
	Iteration 36Q: 3 clusters Score -5338472 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -5338476.000000 Penalty: 1047.537720
	Iteration 37Q: 3 clusters Score -5338476 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -5338501.000000 Penalty: 1047.537720
	Iteration 38Q: 3 clusters Score -5338501 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81659 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -5338508.500000 Penalty: 1047.537720
	Iteration 39Q: 3 clusters Score -5338508 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5338509.000000 Penalty: 1047.537720
	Iteration 40F: 3 clusters Score -5338509 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -5338509.500000 Penalty: 1047.537720
	Iteration 41Q: 3 clusters Score -5338510 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -5338504.500000 Penalty: 1047.537720
	Iteration 42Q: 3 clusters Score -5338504 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -5338510.500000 Penalty: 1047.537720
	Iteration 43Q: 3 clusters Score -5338510 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -5338515.000000 Penalty: 1047.537720
	Iteration 44Q: 3 clusters Score -5338515 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -5338513.500000 Penalty: 1047.537720
	Iteration 45Q: 3 clusters Score -5338514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -5338515.000000 Penalty: 1047.537720
	Iteration 46Q: 3 clusters Score -5338515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -5338519.500000 Penalty: 1047.537720
	Iteration 47Q: 3 clusters Score -5338520 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -5338521.500000 Penalty: 1047.537720
	Iteration 48Q: 3 clusters Score -5338522 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -5338527.000000 Penalty: 1047.537720
	Iteration 49Q: 3 clusters Score -5338527 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -5338531.500000 Penalty: 1047.537720
	Iteration 50Q: 3 clusters Score -5338532 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83031 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -5338528.500000 Penalty: 1047.537720
	Iteration 51Q: 3 clusters Score -5338528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -5338543.500000 Penalty: 1047.537720
	Iteration 52Q: 3 clusters Score -5338544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -5338540.500000 Penalty: 1047.537720
	Iteration 53Q: 3 clusters Score -5338540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -5338547.500000 Penalty: 1047.537720
	Iteration 54Q: 3 clusters Score -5338548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5338551.500000 Penalty: 1047.537720
	Iteration 55Q: 3 clusters Score -5338552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83383 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -5338559.000000 Penalty: 1047.537720
	Iteration 56Q: 3 clusters Score -5338559 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5338559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83490 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -5338552.500000 Penalty: 1047.537720
	Iteration 58Q: 3 clusters Score -5338552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -5338556.000000 Penalty: 1047.537720
	Iteration 59Q: 3 clusters Score -5338556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -5338557.500000 Penalty: 1047.537720
	Iteration 60F: 3 clusters Score -5338558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83655 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -5338553.500000 Penalty: 1047.537720
	Iteration 61Q: 3 clusters Score -5338554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -5338549.000000 Penalty: 1047.537720
	Iteration 62Q: 3 clusters Score -5338549 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -5338533.500000 Penalty: 1047.537720
	Iteration 63Q: 3 clusters Score -5338534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -5338543.500000 Penalty: 1047.537720
	Iteration 64Q: 3 clusters Score -5338544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -5338554.500000 Penalty: 1047.537720
	Iteration 65Q: 3 clusters Score -5338554 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5338549.500000 Penalty: 1047.537720
	Iteration 66Q: 3 clusters Score -5338550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83919 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -5338542.000000 Penalty: 1047.537720
	Iteration 67Q: 3 clusters Score -5338542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -5338525.500000 Penalty: 1047.537720
	Iteration 68Q: 3 clusters Score -5338526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -5338526.500000 Penalty: 1047.537720
	Iteration 69Q: 3 clusters Score -5338526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -5338534.000000 Penalty: 1047.537720
	Iteration 70Q: 3 clusters Score -5338534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -5338534.500000 Penalty: 1047.537720
	Iteration 71Q: 3 clusters Score -5338534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -5338526.500000 Penalty: 1047.537720
	Iteration 72Q: 3 clusters Score -5338526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -5338528.500000 Penalty: 1047.537720
	Iteration 73Q: 3 clusters Score -5338528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5338533.500000 Penalty: 1047.537720
	Iteration 74Q: 3 clusters Score -5338534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -5338528.000000 Penalty: 1047.537720
	Iteration 75Q: 3 clusters Score -5338528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -5338530.000000 Penalty: 1047.537720
	Iteration 76Q: 3 clusters Score -5338530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -5338526.500000 Penalty: 1047.537720
	Iteration 77Q: 3 clusters Score -5338526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -5338529.000000 Penalty: 1047.537720
	Iteration 78Q: 3 clusters Score -5338529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84309 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5338539.000000 Penalty: 1047.537720
	Iteration 79Q: 3 clusters Score -5338539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -5338535.000000 Penalty: 1047.537720
	Iteration 80F: 3 clusters Score -5338535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84381 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -5338537.500000 Penalty: 1047.537720
	Iteration 81Q: 3 clusters Score -5338538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -5338537.000000 Penalty: 1047.537720
	Iteration 82Q: 3 clusters Score -5338537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -5338537.500000 Penalty: 1047.537720
	Iteration 83Q: 3 clusters Score -5338538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -5338540.500000 Penalty: 1047.537720
	Iteration 84Q: 3 clusters Score -5338540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84505 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -5338540.000000 Penalty: 1047.537720
	Iteration 85Q: 3 clusters Score -5338540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -5338546.500000 Penalty: 1047.537720
	Iteration 86Q: 3 clusters Score -5338546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84552 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -5338541.500000 Penalty: 1047.537720
	Iteration 87Q: 3 clusters Score -5338542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84573 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5338548.000000 Penalty: 1047.537720
	Iteration 88Q: 3 clusters Score -5338548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -5338544.000000 Penalty: 1047.537720
	Iteration 89Q: 3 clusters Score -5338544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -5338545.000000 Penalty: 1047.537720
	Iteration 90Q: 3 clusters Score -5338545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84608 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -5338541.500000 Penalty: 1047.537720
	Iteration 91Q: 3 clusters Score -5338542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -5338546.500000 Penalty: 1047.537720
	Iteration 92Q: 3 clusters Score -5338546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -5338543.500000 Penalty: 1047.537720
	Iteration 93Q: 3 clusters Score -5338544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -5338544.000000 Penalty: 1047.537720
	Iteration 94Q: 3 clusters Score -5338544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -5338547.000000 Penalty: 1047.537720
	Iteration 95Q: 3 clusters Score -5338547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -5338549.500000 Penalty: 1047.537720
	Iteration 96Q: 3 clusters Score -5338550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -5338552.000000 Penalty: 1047.537720
	Iteration 97Q: 3 clusters Score -5338552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -5338548.500000 Penalty: 1047.537720
	Iteration 98Q: 3 clusters Score -5338548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -5338551.000000 Penalty: 1047.537720
	Iteration 99Q: 3 clusters Score -5338551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84700 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -5338549.000000 Penalty: 1047.537720
	Iteration 100F: 3 clusters Score -5338549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5338554.000000 Penalty: 1047.537720
	Iteration 101Q: 3 clusters Score -5338554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -5338553.500000 Penalty: 1047.537720
	Iteration 102Q: 3 clusters Score -5338554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -5338550.500000 Penalty: 1047.537720
	Iteration 103Q: 3 clusters Score -5338550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -5338549.500000 Penalty: 1047.537720
	Iteration 104Q: 3 clusters Score -5338550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -5338552.500000 Penalty: 1047.537720
	Iteration 105Q: 3 clusters Score -5338552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -5338553.000000 Penalty: 1047.537720
	Iteration 106Q: 3 clusters Score -5338553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84752 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -5338551.000000 Penalty: 1047.537720
	Iteration 107Q: 3 clusters Score -5338551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5338550.000000 Penalty: 1047.537720
	Iteration 108Q: 3 clusters Score -5338550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -5338549.500000 Penalty: 1047.537720
	Iteration 109Q: 3 clusters Score -5338550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84759 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -5338549.000000 Penalty: 1047.537720
	Iteration 110Q: 3 clusters Score -5338549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -5338550.500000 Penalty: 1047.537720
	Iteration 111Q: 3 clusters Score -5338550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -5338550.500000 Penalty: 1047.537720
	Iteration 112F: 3 clusters Score -5338550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 3 contains 146385 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 101246 members 
Mstep: Class 6 contains 120932 members 
Mstep: Class 7 contains 15088 members 
Mstep: Class 8 contains 85908 members 
Mstep: Class 9 contains 81445 members 
Mstep: Class 10 contains 129016 members 
Mstep: Class 11 contains 117716 members 
Mstep: Class 13 contains 98108 members 
Mstep: Class 14 contains 165852 members 
Mstep: Class 15 contains 97137 members 
Mstep: Class 16 contains 94854 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 110501 members 
Mstep: Class 19 contains 96198 members 
Mstep: Class 20 contains 156311 members 
Entering Unmasked Estep 
Score: -87305000.000000 Penalty: 12417.503906
Splitting cluster 1 changes total score from -87301440.000000 to -87305000.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (7243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Entering Unmasked Estep 
Score: -398165.187500 Penalty: 404.394470
	Iteration 0F: 2 clusters Score -398165.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -393279.343750 Penalty: 808.788940
	Iteration 0F: 3 clusters Score -393279.3 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -395244.093750 Penalty: 808.788940
	Iteration 1F: 3 clusters Score -395244.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -395404.750000 Penalty: 808.788940
	Iteration 2F: 3 clusters Score -395404.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -395581.562500 Penalty: 808.788940
	Iteration 3Q: 3 clusters Score -395581.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -395840.593750 Penalty: 808.788940
	Iteration 4F: 3 clusters Score -395840.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -396184.125000 Penalty: 808.788940
	Iteration 5F: 3 clusters Score -396184.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -396534.093750 Penalty: 808.788940
	Iteration 6F: 3 clusters Score -396534.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -396835.281250 Penalty: 808.788940
	Iteration 7F: 3 clusters Score -396835.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -397040.937500 Penalty: 808.788940
	Iteration 8Q: 3 clusters Score -397040.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -397177.500000 Penalty: 808.788940
	Iteration 9Q: 3 clusters Score -397177.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -397273.187500 Penalty: 808.788940
	Iteration 10Q: 3 clusters Score -397273.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -397348.968750 Penalty: 808.788940
	Iteration 11Q: 3 clusters Score -397349 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -397399.625000 Penalty: 808.788940
	Iteration 12Q: 3 clusters Score -397399.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -397445.312500 Penalty: 808.788940
	Iteration 13Q: 3 clusters Score -397445.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -397482.062500 Penalty: 808.788940
	Iteration 14Q: 3 clusters Score -397482.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -397514.031250 Penalty: 808.788940
	Iteration 15Q: 3 clusters Score -397514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -397540.031250 Penalty: 808.788940
	Iteration 16Q: 3 clusters Score -397540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -397563.000000 Penalty: 808.788940
	Iteration 17Q: 3 clusters Score -397563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -397585.468750 Penalty: 808.788940
	Iteration 18Q: 3 clusters Score -397585.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -397609.906250 Penalty: 808.788940
	Iteration 19Q: 3 clusters Score -397609.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -397633.250000 Penalty: 808.788940
	Iteration 20F: 3 clusters Score -397633.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -397651.187500 Penalty: 808.788940
	Iteration 21Q: 3 clusters Score -397651.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -397663.343750 Penalty: 808.788940
	Iteration 22Q: 3 clusters Score -397663.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -397676.031250 Penalty: 808.788940
	Iteration 23Q: 3 clusters Score -397676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -397692.468750 Penalty: 808.788940
	Iteration 24Q: 3 clusters Score -397692.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -397710.312500 Penalty: 808.788940
	Iteration 25Q: 3 clusters Score -397710.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -397724.718750 Penalty: 808.788940
	Iteration 26Q: 3 clusters Score -397724.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -397733.062500 Penalty: 808.788940
	Iteration 27Q: 3 clusters Score -397733.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -397738.593750 Penalty: 808.788940
	Iteration 28Q: 3 clusters Score -397738.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -397742.812500 Penalty: 808.788940
	Iteration 29Q: 3 clusters Score -397742.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -397745.062500 Penalty: 808.788940
	Iteration 30Q: 3 clusters Score -397745.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -397747.156250 Penalty: 808.788940
	Iteration 31Q: 3 clusters Score -397747.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -397752.187500 Penalty: 808.788940
	Iteration 32Q: 3 clusters Score -397752.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -397754.343750 Penalty: 808.788940
	Iteration 33Q: 3 clusters Score -397754.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -397758.218750 Penalty: 808.788940
	Iteration 34Q: 3 clusters Score -397758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -397761.250000 Penalty: 808.788940
	Iteration 35Q: 3 clusters Score -397761.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -397765.218750 Penalty: 808.788940
	Iteration 36Q: 3 clusters Score -397765.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -397767.250000 Penalty: 808.788940
	Iteration 37Q: 3 clusters Score -397767.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -397769.312500 Penalty: 808.788940
	Iteration 38Q: 3 clusters Score -397769.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -397772.968750 Penalty: 808.788940
	Iteration 39Q: 3 clusters Score -397773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -397776.625000 Penalty: 808.788940
	Iteration 40F: 3 clusters Score -397776.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -397780.875000 Penalty: 808.788940
	Iteration 41Q: 3 clusters Score -397780.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -397786.125000 Penalty: 808.788940
	Iteration 42Q: 3 clusters Score -397786.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -397793.406250 Penalty: 808.788940
	Iteration 43Q: 3 clusters Score -397793.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -397801.468750 Penalty: 808.788940
	Iteration 44Q: 3 clusters Score -397801.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -397813.406250 Penalty: 808.788940
	Iteration 45Q: 3 clusters Score -397813.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -397822.656250 Penalty: 808.788940
	Iteration 46Q: 3 clusters Score -397822.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -397827.406250 Penalty: 808.788940
	Iteration 47Q: 3 clusters Score -397827.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -397831.656250 Penalty: 808.788940
	Iteration 48Q: 3 clusters Score -397831.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -397836.312500 Penalty: 808.788940
	Iteration 49Q: 3 clusters Score -397836.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -397837.468750 Penalty: 808.788940
	Iteration 50Q: 3 clusters Score -397837.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -397839.093750 Penalty: 808.788940
	Iteration 51Q: 3 clusters Score -397839.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -397840.531250 Penalty: 808.788940
	Iteration 52Q: 3 clusters Score -397840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -397840.375000 Penalty: 808.788940
	Iteration 53Q: 3 clusters Score -397840.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -397840.375000 Penalty: 808.788940
	Iteration 54F: 3 clusters Score -397840.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (146385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146385 members 
Entering Unmasked Estep 
Score: -7940752.500000 Penalty: 541.176758
	Iteration 0F: 2 clusters Score -7940752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73019 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -7850229.000000 Penalty: 1082.353516
	Iteration 0F: 3 clusters Score -7850229 nChanged 71996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66051 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -7896554.000000 Penalty: 1082.353516
	Iteration 1F: 3 clusters Score -7896554 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -7901300.000000 Penalty: 1082.353516
	Iteration 2F: 3 clusters Score -7901300 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 84657 members 
Entering Unmasked Estep 
Score: -7908804.500000 Penalty: 1082.353516
	Iteration 3F: 3 clusters Score -7908804 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -7918498.000000 Penalty: 1082.353516
	Iteration 4F: 3 clusters Score -7918498 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -7925939.000000 Penalty: 1082.353516
	Iteration 5F: 3 clusters Score -7925939 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62938 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -7928623.000000 Penalty: 1082.353516
	Iteration 6Q: 3 clusters Score -7928623 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -7929542.500000 Penalty: 1082.353516
	Iteration 7Q: 3 clusters Score -7929542 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -7930098.500000 Penalty: 1082.353516
	Iteration 8Q: 3 clusters Score -7930098 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -7930626.500000 Penalty: 1082.353516
	Iteration 9Q: 3 clusters Score -7930626 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66751 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
Score: -7931097.000000 Penalty: 1082.353516
	Iteration 10Q: 3 clusters Score -7931097 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -7931706.500000 Penalty: 1082.353516
	Iteration 11Q: 3 clusters Score -7931706 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 77224 members 
Entering Unmasked Estep 
Score: -7932363.500000 Penalty: 1082.353516
	Iteration 12Q: 3 clusters Score -7932364 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -7933018.500000 Penalty: 1082.353516
	Iteration 13Q: 3 clusters Score -7933018 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -7933733.500000 Penalty: 1082.353516
	Iteration 14Q: 3 clusters Score -7933734 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -7934422.000000 Penalty: 1082.353516
	Iteration 15Q: 3 clusters Score -7934422 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -7935080.000000 Penalty: 1082.353516
	Iteration 16Q: 3 clusters Score -7935080 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
Score: -7935627.000000 Penalty: 1082.353516
	Iteration 17Q: 3 clusters Score -7935627 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -7936120.000000 Penalty: 1082.353516
	Iteration 18Q: 3 clusters Score -7936120 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -7936391.000000 Penalty: 1082.353516
	Iteration 19Q: 3 clusters Score -7936391 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -7936634.500000 Penalty: 1082.353516
	Iteration 20F: 3 clusters Score -7936634 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -7936821.500000 Penalty: 1082.353516
	Iteration 21Q: 3 clusters Score -7936822 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -7936910.500000 Penalty: 1082.353516
	Iteration 22Q: 3 clusters Score -7936910 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -7936936.000000 Penalty: 1082.353516
	Iteration 23Q: 3 clusters Score -7936936 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -7936893.000000 Penalty: 1082.353516
	Iteration 24Q: 3 clusters Score -7936893 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89107 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -7936778.500000 Penalty: 1082.353516
	Iteration 25Q: 3 clusters Score -7936778 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -7936696.500000 Penalty: 1082.353516
	Iteration 26Q: 3 clusters Score -7936696 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92241 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -7936593.000000 Penalty: 1082.353516
	Iteration 27Q: 3 clusters Score -7936593 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93809 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -7936478.000000 Penalty: 1082.353516
	Iteration 28Q: 3 clusters Score -7936478 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -7936365.000000 Penalty: 1082.353516
	Iteration 29Q: 3 clusters Score -7936365 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -7936275.000000 Penalty: 1082.353516
	Iteration 30Q: 3 clusters Score -7936275 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -7936161.500000 Penalty: 1082.353516
	Iteration 31Q: 3 clusters Score -7936162 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99597 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -7936068.000000 Penalty: 1082.353516
	Iteration 32Q: 3 clusters Score -7936068 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -7936057.000000 Penalty: 1082.353516
	Iteration 33Q: 3 clusters Score -7936057 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -7935936.500000 Penalty: 1082.353516
	Iteration 34Q: 3 clusters Score -7935936 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -7935901.500000 Penalty: 1082.353516
	Iteration 35Q: 3 clusters Score -7935902 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104654 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -7935780.000000 Penalty: 1082.353516
	Iteration 36Q: 3 clusters Score -7935780 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -7935729.500000 Penalty: 1082.353516
	Iteration 37Q: 3 clusters Score -7935730 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106934 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -7935672.000000 Penalty: 1082.353516
	Iteration 38Q: 3 clusters Score -7935672 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108058 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -7935684.500000 Penalty: 1082.353516
	Iteration 39Q: 3 clusters Score -7935684 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109161 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -7935774.000000 Penalty: 1082.353516
	Iteration 40F: 3 clusters Score -7935774 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110280 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -7935746.000000 Penalty: 1082.353516
	Iteration 41Q: 3 clusters Score -7935746 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111429 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7935704 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112604 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -7935809.000000 Penalty: 1082.353516
	Iteration 43Q: 3 clusters Score -7935809 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7935884 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115052 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -7935932.500000 Penalty: 1082.353516
	Iteration 45Q: 3 clusters Score -7935932 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116255 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -7935966.500000 Penalty: 1082.353516
	Iteration 46Q: 3 clusters Score -7935966 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117432 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -7936024.000000 Penalty: 1082.353516
	Iteration 47Q: 3 clusters Score -7936024 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118608 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -7936139.500000 Penalty: 1082.353516
	Iteration 48Q: 3 clusters Score -7936140 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119856 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -7936305.500000 Penalty: 1082.353516
	Iteration 49Q: 3 clusters Score -7936306 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121068 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -7936485.500000 Penalty: 1082.353516
	Iteration 50Q: 3 clusters Score -7936486 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122314 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -7936681.500000 Penalty: 1082.353516
	Iteration 51Q: 3 clusters Score -7936682 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123612 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -7936938.500000 Penalty: 1082.353516
	Iteration 52Q: 3 clusters Score -7936938 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124889 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -7937161.500000 Penalty: 1082.353516
	Iteration 53Q: 3 clusters Score -7937162 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126098 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -7937356.500000 Penalty: 1082.353516
	Iteration 54Q: 3 clusters Score -7937356 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127287 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -7937525.500000 Penalty: 1082.353516
	Iteration 55Q: 3 clusters Score -7937526 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128423 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -7937772.000000 Penalty: 1082.353516
	Iteration 56Q: 3 clusters Score -7937772 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129578 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -7937941.000000 Penalty: 1082.353516
	Iteration 57Q: 3 clusters Score -7937941 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130730 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -7938167.000000 Penalty: 1082.353516
	Iteration 58Q: 3 clusters Score -7938167 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131846 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -7938467.000000 Penalty: 1082.353516
	Iteration 59Q: 3 clusters Score -7938467 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132943 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -7938648.500000 Penalty: 1082.353516
	Iteration 60F: 3 clusters Score -7938648 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -7938885.500000 Penalty: 1082.353516
	Iteration 61Q: 3 clusters Score -7938886 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134923 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -7939144.000000 Penalty: 1082.353516
	Iteration 62Q: 3 clusters Score -7939144 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135813 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -7939302.000000 Penalty: 1082.353516
	Iteration 63Q: 3 clusters Score -7939302 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136632 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -7939516.500000 Penalty: 1082.353516
	Iteration 64Q: 3 clusters Score -7939516 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137395 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -7939664.000000 Penalty: 1082.353516
	Iteration 65Q: 3 clusters Score -7939664 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138109 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7939780 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138777 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -7939924.500000 Penalty: 1082.353516
	Iteration 67Q: 3 clusters Score -7939924 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139404 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7940056 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139977 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -7940226.000000 Penalty: 1082.353516
	Iteration 69Q: 3 clusters Score -7940226 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -7940309.000000 Penalty: 1082.353516
	Iteration 70Q: 3 clusters Score -7940309 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141017 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -7940420.000000 Penalty: 1082.353516
	Iteration 71Q: 3 clusters Score -7940420 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141438 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -7940509.500000 Penalty: 1082.353516
	Iteration 72Q: 3 clusters Score -7940510 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141814 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -7940544.000000 Penalty: 1082.353516
	Iteration 73Q: 3 clusters Score -7940544 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142175 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -7940581.000000 Penalty: 1082.353516
	Iteration 74Q: 3 clusters Score -7940581 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142521 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -7940593.000000 Penalty: 1082.353516
	Iteration 75Q: 3 clusters Score -7940593 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142823 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -7940657.500000 Penalty: 1082.353516
	Iteration 76Q: 3 clusters Score -7940658 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143082 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -7940694.500000 Penalty: 1082.353516
	Iteration 77Q: 3 clusters Score -7940694 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143312 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -7940697.500000 Penalty: 1082.353516
	Iteration 78Q: 3 clusters Score -7940698 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143507 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7940664.000000 Penalty: 1082.353516
	Iteration 79Q: 3 clusters Score -7940664 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7940683.500000 Penalty: 1082.353516
	Iteration 80F: 3 clusters Score -7940684 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143821 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7940691.500000 Penalty: 1082.353516
	Iteration 81Q: 3 clusters Score -7940692 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143947 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7940679.000000 Penalty: 1082.353516
	Iteration 82Q: 3 clusters Score -7940679 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144076 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7940691.000000 Penalty: 1082.353516
	Iteration 83Q: 3 clusters Score -7940691 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144193 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7940703.000000 Penalty: 1082.353516
	Iteration 84Q: 3 clusters Score -7940703 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144305 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7940706.500000 Penalty: 1082.353516
	Iteration 85Q: 3 clusters Score -7940706 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144414 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7940709.000000 Penalty: 1082.353516
	Iteration 86Q: 3 clusters Score -7940709 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144501 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7940704.500000 Penalty: 1082.353516
	Iteration 87Q: 3 clusters Score -7940704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7940713.000000 Penalty: 1082.353516
	Iteration 88Q: 3 clusters Score -7940713 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144640 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7940704.500000 Penalty: 1082.353516
	Iteration 89Q: 3 clusters Score -7940704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144691 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7940693.500000 Penalty: 1082.353516
	Iteration 90Q: 3 clusters Score -7940694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144739 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7940724.000000 Penalty: 1082.353516
	Iteration 91Q: 3 clusters Score -7940724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144790 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7940729.500000 Penalty: 1082.353516
	Iteration 92Q: 3 clusters Score -7940730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144839 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7940709.000000 Penalty: 1082.353516
	Iteration 93Q: 3 clusters Score -7940709 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144881 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7940704.000000 Penalty: 1082.353516
	Iteration 94Q: 3 clusters Score -7940704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144905 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7940709.500000 Penalty: 1082.353516
	Iteration 95Q: 3 clusters Score -7940710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144929 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7940709.500000 Penalty: 1082.353516
	Iteration 96Q: 3 clusters Score -7940710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144950 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7940709.000000 Penalty: 1082.353516
	Iteration 97Q: 3 clusters Score -7940709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144971 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7940704.500000 Penalty: 1082.353516
	Iteration 98Q: 3 clusters Score -7940704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144990 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7940706.000000 Penalty: 1082.353516
	Iteration 99Q: 3 clusters Score -7940706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145010 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7940704.500000 Penalty: 1082.353516
	Iteration 100F: 3 clusters Score -7940704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145035 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7940699.500000 Penalty: 1082.353516
	Iteration 101Q: 3 clusters Score -7940700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145060 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7940707.500000 Penalty: 1082.353516
	Iteration 102Q: 3 clusters Score -7940708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145072 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7940701.500000 Penalty: 1082.353516
	Iteration 103Q: 3 clusters Score -7940702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145079 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7940700.000000 Penalty: 1082.353516
	Iteration 104Q: 3 clusters Score -7940700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145083 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7940697.000000 Penalty: 1082.353516
	Iteration 105Q: 3 clusters Score -7940697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145087 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7940698.000000 Penalty: 1082.353516
	Iteration 106Q: 3 clusters Score -7940698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145092 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7940693.000000 Penalty: 1082.353516
	Iteration 107Q: 3 clusters Score -7940693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145096 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7940689.000000 Penalty: 1082.353516
	Iteration 108Q: 3 clusters Score -7940689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145100 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7940689.500000 Penalty: 1082.353516
	Iteration 109Q: 3 clusters Score -7940690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145107 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7940685.500000 Penalty: 1082.353516
	Iteration 110Q: 3 clusters Score -7940686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145115 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7940692.500000 Penalty: 1082.353516
	Iteration 111Q: 3 clusters Score -7940692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145122 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7940685.000000 Penalty: 1082.353516
	Iteration 112Q: 3 clusters Score -7940685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145129 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7940671.000000 Penalty: 1082.353516
	Iteration 113Q: 3 clusters Score -7940671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7940667.000000 Penalty: 1082.353516
	Iteration 114Q: 3 clusters Score -7940667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145137 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7940671.000000 Penalty: 1082.353516
	Iteration 115Q: 3 clusters Score -7940671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7940670.500000 Penalty: 1082.353516
	Iteration 116Q: 3 clusters Score -7940670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145149 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7940681.000000 Penalty: 1082.353516
	Iteration 117Q: 3 clusters Score -7940681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145155 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7940678.500000 Penalty: 1082.353516
	Iteration 118Q: 3 clusters Score -7940678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145158 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7940680.000000 Penalty: 1082.353516
	Iteration 119Q: 3 clusters Score -7940680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7940683.000000 Penalty: 1082.353516
	Iteration 120F: 3 clusters Score -7940683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145160 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7940677.500000 Penalty: 1082.353516
	Iteration 121Q: 3 clusters Score -7940678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145160 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7940677.500000 Penalty: 1082.353516
	Iteration 122F: 3 clusters Score -7940678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Entering Unmasked Estep 
Score: -787971.687500 Penalty: 433.850403
	Iteration 0F: 2 clusters Score -787971.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -778753.187500 Penalty: 867.700806
	Iteration 0F: 3 clusters Score -778753.2 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -782790.875000 Penalty: 867.700806
	Iteration 1F: 3 clusters Score -782790.9 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -783398.437500 Penalty: 867.700806
	Iteration 2F: 3 clusters Score -783398.4 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -784247.687500 Penalty: 867.700806
	Iteration 3F: 3 clusters Score -784247.7 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -785016.000000 Penalty: 867.700806
	Iteration 4F: 3 clusters Score -785016 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -785427.750000 Penalty: 867.700806
	Iteration 5F: 3 clusters Score -785427.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -785580.750000 Penalty: 867.700806
	Iteration 6Q: 3 clusters Score -785580.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -785668.500000 Penalty: 867.700806
	Iteration 7Q: 3 clusters Score -785668.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -785732.375000 Penalty: 867.700806
	Iteration 8Q: 3 clusters Score -785732.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -785819.312500 Penalty: 867.700806
	Iteration 9Q: 3 clusters Score -785819.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -785923.437500 Penalty: 867.700806
	Iteration 10Q: 3 clusters Score -785923.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -786043.937500 Penalty: 867.700806
	Iteration 11Q: 3 clusters Score -786043.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -786163.562500 Penalty: 867.700806
	Iteration 12Q: 3 clusters Score -786163.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -786265.875000 Penalty: 867.700806
	Iteration 13Q: 3 clusters Score -786265.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -786383.875000 Penalty: 867.700806
	Iteration 14Q: 3 clusters Score -786383.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -786489.125000 Penalty: 867.700806
	Iteration 15Q: 3 clusters Score -786489.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -786595.375000 Penalty: 867.700806
	Iteration 16Q: 3 clusters Score -786595.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -786706.687500 Penalty: 867.700806
	Iteration 17Q: 3 clusters Score -786706.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -786803.562500 Penalty: 867.700806
	Iteration 18Q: 3 clusters Score -786803.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -786899.125000 Penalty: 867.700806
	Iteration 19Q: 3 clusters Score -786899.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -786978.437500 Penalty: 867.700806
	Iteration 20F: 3 clusters Score -786978.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -787051.812500 Penalty: 867.700806
	Iteration 21Q: 3 clusters Score -787051.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -787121.187500 Penalty: 867.700806
	Iteration 22Q: 3 clusters Score -787121.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -787185.062500 Penalty: 867.700806
	Iteration 23Q: 3 clusters Score -787185.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -787252.875000 Penalty: 867.700806
	Iteration 24Q: 3 clusters Score -787252.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -787323.750000 Penalty: 867.700806
	Iteration 25Q: 3 clusters Score -787323.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -787390.687500 Penalty: 867.700806
	Iteration 26Q: 3 clusters Score -787390.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -787443.312500 Penalty: 867.700806
	Iteration 27Q: 3 clusters Score -787443.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -787482.187500 Penalty: 867.700806
	Iteration 28Q: 3 clusters Score -787482.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -787515.687500 Penalty: 867.700806
	Iteration 29Q: 3 clusters Score -787515.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -787536.000000 Penalty: 867.700806
	Iteration 30Q: 3 clusters Score -787536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -787551.312500 Penalty: 867.700806
	Iteration 31Q: 3 clusters Score -787551.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -787563.812500 Penalty: 867.700806
	Iteration 32Q: 3 clusters Score -787563.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -787575.250000 Penalty: 867.700806
	Iteration 33Q: 3 clusters Score -787575.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -787582.062500 Penalty: 867.700806
	Iteration 34Q: 3 clusters Score -787582.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -787585.812500 Penalty: 867.700806
	Iteration 35Q: 3 clusters Score -787585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -787590.187500 Penalty: 867.700806
	Iteration 36Q: 3 clusters Score -787590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -787593.000000 Penalty: 867.700806
	Iteration 37Q: 3 clusters Score -787593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -787592.812500 Penalty: 867.700806
	Iteration 38Q: 3 clusters Score -787592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -787592.750000 Penalty: 867.700806
	Iteration 39Q: 3 clusters Score -787592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -787593.187500 Penalty: 867.700806
	Iteration 40F: 3 clusters Score -787593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -787593.187500 Penalty: 867.700806
	Iteration 41Q: 3 clusters Score -787593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -787593.187500 Penalty: 867.700806
	Iteration 42F: 3 clusters Score -787593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (101246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Entering Unmasked Estep 
Score: -5624799.000000 Penalty: 524.401550
	Iteration 0F: 2 clusters Score -5624799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -5560358.000000 Penalty: 1048.803101
	Iteration 0F: 3 clusters Score -5560358 nChanged 49280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -5590220.500000 Penalty: 1048.803101
	Iteration 1F: 3 clusters Score -5590220 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -5591403.500000 Penalty: 1048.803101
	Iteration 2Q: 3 clusters Score -5591404 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -5593077.000000 Penalty: 1048.803101
	Iteration 3Q: 3 clusters Score -5593077 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -5596376.000000 Penalty: 1048.803101
	Iteration 4F: 3 clusters Score -5596376 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -5601754.000000 Penalty: 1048.803101
	Iteration 5F: 3 clusters Score -5601754 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -5608605.000000 Penalty: 1048.803101
	Iteration 6F: 3 clusters Score -5608605 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 87079 members 
Entering Unmasked Estep 
Score: -5614433.500000 Penalty: 1048.803101
	Iteration 7F: 3 clusters Score -5614434 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 91944 members 
Entering Unmasked Estep 
Score: -5618134.500000 Penalty: 1048.803101
	Iteration 8Q: 3 clusters Score -5618134 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -5620424.500000 Penalty: 1048.803101
	Iteration 9Q: 3 clusters Score -5620424 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 97094 members 
Entering Unmasked Estep 
Score: -5621750.000000 Penalty: 1048.803101
	Iteration 10Q: 3 clusters Score -5621750 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 98394 members 
Entering Unmasked Estep 
Score: -5622572.000000 Penalty: 1048.803101
	Iteration 11Q: 3 clusters Score -5622572 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -5623171.500000 Penalty: 1048.803101
	Iteration 12Q: 3 clusters Score -5623172 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -5623542.500000 Penalty: 1048.803101
	Iteration 13Q: 3 clusters Score -5623542 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 100171 members 
Entering Unmasked Estep 
Score: -5623830.500000 Penalty: 1048.803101
	Iteration 14Q: 3 clusters Score -5623830 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 100392 members 
Entering Unmasked Estep 
Score: -5623998.000000 Penalty: 1048.803101
	Iteration 15Q: 3 clusters Score -5623998 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -5624115.000000 Penalty: 1048.803101
	Iteration 16Q: 3 clusters Score -5624115 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 100642 members 
Entering Unmasked Estep 
Score: -5624179.500000 Penalty: 1048.803101
	Iteration 17Q: 3 clusters Score -5624180 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 100716 members 
Entering Unmasked Estep 
Score: -5624216.500000 Penalty: 1048.803101
	Iteration 18Q: 3 clusters Score -5624216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 100765 members 
Entering Unmasked Estep 
Score: -5624251.500000 Penalty: 1048.803101
	Iteration 19Q: 3 clusters Score -5624252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 100794 members 
Entering Unmasked Estep 
Score: -5624267.000000 Penalty: 1048.803101
	Iteration 20F: 3 clusters Score -5624267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -5624281.500000 Penalty: 1048.803101
	Iteration 21Q: 3 clusters Score -5624282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -5624299.500000 Penalty: 1048.803101
	Iteration 22Q: 3 clusters Score -5624300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -5624316.000000 Penalty: 1048.803101
	Iteration 23Q: 3 clusters Score -5624316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -5624316.500000 Penalty: 1048.803101
	Iteration 24Q: 3 clusters Score -5624316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 100875 members 
Entering Unmasked Estep 
Score: -5624327.000000 Penalty: 1048.803101
	Iteration 25Q: 3 clusters Score -5624327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -5624332.000000 Penalty: 1048.803101
	Iteration 26Q: 3 clusters Score -5624332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -5624336.500000 Penalty: 1048.803101
	Iteration 27Q: 3 clusters Score -5624336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 100899 members 
Entering Unmasked Estep 
Score: -5624335.500000 Penalty: 1048.803101
	Iteration 28Q: 3 clusters Score -5624336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -5624339.000000 Penalty: 1048.803101
	Iteration 29Q: 3 clusters Score -5624339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -5624347.000000 Penalty: 1048.803101
	Iteration 30Q: 3 clusters Score -5624347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 100912 members 
Entering Unmasked Estep 
Score: -5624348.500000 Penalty: 1048.803101
	Iteration 31Q: 3 clusters Score -5624348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -5624351.000000 Penalty: 1048.803101
	Iteration 32Q: 3 clusters Score -5624351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 100918 members 
Entering Unmasked Estep 
Score: -5624348.500000 Penalty: 1048.803101
	Iteration 33Q: 3 clusters Score -5624348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -5624344.000000 Penalty: 1048.803101
	Iteration 34Q: 3 clusters Score -5624344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -5624345.000000 Penalty: 1048.803101
	Iteration 35Q: 3 clusters Score -5624345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 100920 members 
Entering Unmasked Estep 
Score: -5624343.500000 Penalty: 1048.803101
	Iteration 36Q: 3 clusters Score -5624344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 100923 members 
Entering Unmasked Estep 
Score: -5624343.500000 Penalty: 1048.803101
	Iteration 37Q: 3 clusters Score -5624344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -5624343.500000 Penalty: 1048.803101
	Iteration 38Q: 3 clusters Score -5624344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -5624343.500000 Penalty: 1048.803101
	Iteration 39F: 3 clusters Score -5624344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (120932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120932 members 
Entering Unmasked Estep 
Score: -6246854.000000 Penalty: 532.485779
	Iteration 0F: 2 clusters Score -6246854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -6165356.000000 Penalty: 1064.971558
	Iteration 0F: 3 clusters Score -6165356 nChanged 59070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -6202254.500000 Penalty: 1064.971558
	Iteration 1F: 3 clusters Score -6202254 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 63415 members 
Entering Unmasked Estep 
Score: -6204708.000000 Penalty: 1064.971558
	Iteration 2Q: 3 clusters Score -6204708 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -6208586.500000 Penalty: 1064.971558
	Iteration 3Q: 3 clusters Score -6208586 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -6214291.500000 Penalty: 1064.971558
	Iteration 4F: 3 clusters Score -6214292 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -6221201.500000 Penalty: 1064.971558
	Iteration 5F: 3 clusters Score -6221202 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -6227237.000000 Penalty: 1064.971558
	Iteration 6F: 3 clusters Score -6227237 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
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Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 67879 members 
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Mstep: Class 2 contains 67221 members 
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Mstep: Class 2 contains 65376 members 
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	Iteration 16Q: 3 clusters Score -6239725 nChanged 2020
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Mstep: Class 2 contains 58349 members 
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	Iteration 23Q: 3 clusters Score -6241950 nChanged 842
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	Iteration 27Q: 3 clusters Score -6242445 nChanged 839
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	Iteration 29Q: 3 clusters Score -6242711 nChanged 876
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Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 48154 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109259 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -6247910.000000 Penalty: 1064.971558
	Iteration 99Q: 3 clusters Score -6247910 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -6247938.000000 Penalty: 1064.971558
	Iteration 100F: 3 clusters Score -6247938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109473 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -6247916.000000 Penalty: 1064.971558
	Iteration 101Q: 3 clusters Score -6247916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109581 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -6247911.500000 Penalty: 1064.971558
	Iteration 102Q: 3 clusters Score -6247912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -6247940.500000 Penalty: 1064.971558
	Iteration 103Q: 3 clusters Score -6247940 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109850 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -6247931.000000 Penalty: 1064.971558
	Iteration 104Q: 3 clusters Score -6247931 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109983 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -6247948.500000 Penalty: 1064.971558
	Iteration 105Q: 3 clusters Score -6247948 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -6247950.000000 Penalty: 1064.971558
	Iteration 106Q: 3 clusters Score -6247950 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -6247927.000000 Penalty: 1064.971558
	Iteration 107Q: 3 clusters Score -6247927 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110308 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -6247931.500000 Penalty: 1064.971558
	Iteration 108Q: 3 clusters Score -6247932 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110420 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -6247950.500000 Penalty: 1064.971558
	Iteration 109Q: 3 clusters Score -6247950 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110541 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -6247965.000000 Penalty: 1064.971558
	Iteration 110Q: 3 clusters Score -6247965 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110661 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -6247959.000000 Penalty: 1064.971558
	Iteration 111Q: 3 clusters Score -6247959 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110773 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -6247969.000000 Penalty: 1064.971558
	Iteration 112Q: 3 clusters Score -6247969 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110900 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -6247975.000000 Penalty: 1064.971558
	Iteration 113Q: 3 clusters Score -6247975 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111045 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -6247991.500000 Penalty: 1064.971558
	Iteration 114Q: 3 clusters Score -6247992 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111194 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -6248001.500000 Penalty: 1064.971558
	Iteration 115Q: 3 clusters Score -6248002 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111346 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -6248046.000000 Penalty: 1064.971558
	Iteration 116Q: 3 clusters Score -6248046 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111467 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -6248049.500000 Penalty: 1064.971558
	Iteration 117Q: 3 clusters Score -6248050 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111584 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -6248046.000000 Penalty: 1064.971558
	Iteration 118Q: 3 clusters Score -6248046 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111702 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -6248030.000000 Penalty: 1064.971558
	Iteration 119Q: 3 clusters Score -6248030 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111826 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -6248040.500000 Penalty: 1064.971558
	Iteration 120F: 3 clusters Score -6248040 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111944 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -6248030.500000 Penalty: 1064.971558
	Iteration 121Q: 3 clusters Score -6248030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112064 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -6248030.000000 Penalty: 1064.971558
	Iteration 122Q: 3 clusters Score -6248030 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -6248046.500000 Penalty: 1064.971558
	Iteration 123Q: 3 clusters Score -6248046 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112303 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -6248061.000000 Penalty: 1064.971558
	Iteration 124Q: 3 clusters Score -6248061 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112398 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -6248064.000000 Penalty: 1064.971558
	Iteration 125Q: 3 clusters Score -6248064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112509 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -6248082.500000 Penalty: 1064.971558
	Iteration 126Q: 3 clusters Score -6248082 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112599 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -6248098.000000 Penalty: 1064.971558
	Iteration 127Q: 3 clusters Score -6248098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -6248108.500000 Penalty: 1064.971558
	Iteration 128Q: 3 clusters Score -6248108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112780 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -6248115.000000 Penalty: 1064.971558
	Iteration 129Q: 3 clusters Score -6248115 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112877 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -6248115.000000 Penalty: 1064.971558
	Iteration 130Q: 3 clusters Score -6248115 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112967 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -6248106.000000 Penalty: 1064.971558
	Iteration 131Q: 3 clusters Score -6248106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113061 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -6248104.000000 Penalty: 1064.971558
	Iteration 132Q: 3 clusters Score -6248104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113140 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -6248102.500000 Penalty: 1064.971558
	Iteration 133Q: 3 clusters Score -6248102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113212 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -6248106.500000 Penalty: 1064.971558
	Iteration 134Q: 3 clusters Score -6248106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113278 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -6248081.000000 Penalty: 1064.971558
	Iteration 135Q: 3 clusters Score -6248081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113323 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -6248081.500000 Penalty: 1064.971558
	Iteration 136Q: 3 clusters Score -6248082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113366 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -6248083.000000 Penalty: 1064.971558
	Iteration 137Q: 3 clusters Score -6248083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113405 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -6248070.000000 Penalty: 1064.971558
	Iteration 138Q: 3 clusters Score -6248070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113450 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -6248073.500000 Penalty: 1064.971558
	Iteration 139Q: 3 clusters Score -6248074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -6248071.500000 Penalty: 1064.971558
	Iteration 140F: 3 clusters Score -6248072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113538 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -6248067.500000 Penalty: 1064.971558
	Iteration 141Q: 3 clusters Score -6248068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113572 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -6248074.000000 Penalty: 1064.971558
	Iteration 142Q: 3 clusters Score -6248074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113610 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -6248076.500000 Penalty: 1064.971558
	Iteration 143Q: 3 clusters Score -6248076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113643 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -6248073.500000 Penalty: 1064.971558
	Iteration 144Q: 3 clusters Score -6248074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113673 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -6248065.500000 Penalty: 1064.971558
	Iteration 145Q: 3 clusters Score -6248066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113702 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -6248077.500000 Penalty: 1064.971558
	Iteration 146Q: 3 clusters Score -6248078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -6248065.500000 Penalty: 1064.971558
	Iteration 147Q: 3 clusters Score -6248066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113753 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -6248066.000000 Penalty: 1064.971558
	Iteration 148Q: 3 clusters Score -6248066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113767 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -6248073.000000 Penalty: 1064.971558
	Iteration 149Q: 3 clusters Score -6248073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113777 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -6248076.500000 Penalty: 1064.971558
	Iteration 150Q: 3 clusters Score -6248076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113789 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -6248077.500000 Penalty: 1064.971558
	Iteration 151Q: 3 clusters Score -6248078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113796 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -6248076.500000 Penalty: 1064.971558
	Iteration 152Q: 3 clusters Score -6248076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113801 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -6248073.000000 Penalty: 1064.971558
	Iteration 153Q: 3 clusters Score -6248073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113807 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -6248073.500000 Penalty: 1064.971558
	Iteration 154Q: 3 clusters Score -6248074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -6248068.500000 Penalty: 1064.971558
	Iteration 155Q: 3 clusters Score -6248068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113821 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -6248061.500000 Penalty: 1064.971558
	Iteration 156Q: 3 clusters Score -6248062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113825 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -6248064.500000 Penalty: 1064.971558
	Iteration 157Q: 3 clusters Score -6248064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113827 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -6248069.500000 Penalty: 1064.971558
	Iteration 158Q: 3 clusters Score -6248070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113827 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -6248069.500000 Penalty: 1064.971558
	Iteration 159F: 3 clusters Score -6248070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 3 contains 146385 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 101246 members 
Mstep: Class 6 contains 113827 members 
Mstep: Class 7 contains 15088 members 
Mstep: Class 8 contains 85908 members 
Mstep: Class 9 contains 81445 members 
Mstep: Class 10 contains 129016 members 
Mstep: Class 11 contains 117716 members 
Mstep: Class 12 contains 7105 members 
Mstep: Class 13 contains 98108 members 
Mstep: Class 14 contains 165852 members 
Mstep: Class 15 contains 97137 members 
Mstep: Class 16 contains 94854 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 110501 members 
Mstep: Class 19 contains 96198 members 
Mstep: Class 20 contains 156311 members 
Entering Unmasked Estep 
Score: -87306936.000000 Penalty: 13071.056641
Splitting cluster 6 changes total score from -87301440.000000 to -87306936.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 8 (85908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85908 members 
Entering Unmasked Estep 
Score: -4217240.500000 Penalty: 516.927002
	Iteration 0F: 2 clusters Score -4217240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -4159216.000000 Penalty: 1033.854004
	Iteration 0F: 3 clusters Score -4159216 nChanged 41721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -4184209.250000 Penalty: 1033.854004
	Iteration 1F: 3 clusters Score -4184209 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -4186368.750000 Penalty: 1033.854004
	Iteration 2Q: 3 clusters Score -4186369 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -4191094.250000 Penalty: 1033.854004
	Iteration 3F: 3 clusters Score -4191094 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -4198492.000000 Penalty: 1033.854004
	Iteration 4F: 3 clusters Score -4198492 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -4205953.500000 Penalty: 1033.854004
	Iteration 5F: 3 clusters Score -4205954 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -4210829.500000 Penalty: 1033.854004
	Iteration 6F: 3 clusters Score -4210830 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -4213703.000000 Penalty: 1033.854004
	Iteration 7F: 3 clusters Score -4213703 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -4215994.000000 Penalty: 1033.854004
	Iteration 8Q: 3 clusters Score -4215994 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 75160 members 
Entering Unmasked Estep 
Score: -4218471.500000 Penalty: 1033.854004
	Iteration 9Q: 3 clusters Score -4218472 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -4220697.000000 Penalty: 1033.854004
	Iteration 10Q: 3 clusters Score -4220697 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -4222258.000000 Penalty: 1033.854004
	Iteration 11Q: 3 clusters Score -4222258 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -4223122.500000 Penalty: 1033.854004
	Iteration 12Q: 3 clusters Score -4223122 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -4223454.000000 Penalty: 1033.854004
	Iteration 13Q: 3 clusters Score -4223454 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -4223618.500000 Penalty: 1033.854004
	Iteration 14Q: 3 clusters Score -4223618 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -4223693.500000 Penalty: 1033.854004
	Iteration 15Q: 3 clusters Score -4223694 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -4223764.500000 Penalty: 1033.854004
	Iteration 16Q: 3 clusters Score -4223764 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -4223764.500000 Penalty: 1033.854004
	Iteration 17Q: 3 clusters Score -4223764 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -4223766.500000 Penalty: 1033.854004
	Iteration 18Q: 3 clusters Score -4223766 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -4223785.000000 Penalty: 1033.854004
	Iteration 19Q: 3 clusters Score -4223785 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -4223792.000000 Penalty: 1033.854004
	Iteration 20F: 3 clusters Score -4223792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -4223794.500000 Penalty: 1033.854004
	Iteration 21Q: 3 clusters Score -4223794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -4223784.500000 Penalty: 1033.854004
	Iteration 22Q: 3 clusters Score -4223784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -4223787.000000 Penalty: 1033.854004
	Iteration 23Q: 3 clusters Score -4223787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 82857 members 
Entering Unmasked Estep 
Score: -4223790.500000 Penalty: 1033.854004
	Iteration 24Q: 3 clusters Score -4223790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 82878 members 
Entering Unmasked Estep 
Score: -4223789.000000 Penalty: 1033.854004
	Iteration 25Q: 3 clusters Score -4223789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 82894 members 
Entering Unmasked Estep 
Score: -4223788.500000 Penalty: 1033.854004
	Iteration 26Q: 3 clusters Score -4223788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 82908 members 
Entering Unmasked Estep 
Score: -4223783.500000 Penalty: 1033.854004
	Iteration 27Q: 3 clusters Score -4223784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -4223789.000000 Penalty: 1033.854004
	Iteration 28Q: 3 clusters Score -4223789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 82920 members 
Entering Unmasked Estep 
Score: -4223787.000000 Penalty: 1033.854004
	Iteration 29Q: 3 clusters Score -4223787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 82923 members 
Entering Unmasked Estep 
Score: -4223788.000000 Penalty: 1033.854004
	Iteration 30Q: 3 clusters Score -4223788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 82923 members 
Entering Unmasked Estep 
Score: -4223788.000000 Penalty: 1033.854004
	Iteration 31F: 3 clusters Score -4223788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 3 contains 146385 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 101246 members 
Mstep: Class 6 contains 113827 members 
Mstep: Class 7 contains 15088 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 81445 members 
Mstep: Class 10 contains 129016 members 
Mstep: Class 11 contains 117716 members 
Mstep: Class 12 contains 7105 members 
Mstep: Class 13 contains 98108 members 
Mstep: Class 14 contains 165852 members 
Mstep: Class 15 contains 97137 members 
Mstep: Class 16 contains 94854 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 110501 members 
Mstep: Class 19 contains 96198 members 
Mstep: Class 20 contains 156311 members 
Mstep: Class 21 contains 82923 members 
Entering Unmasked Estep 
Score: -87310048.000000 Penalty: 13724.609375
Splitting cluster 8 changes total score from -87301440.000000 to -87310048.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (81445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Entering Unmasked Estep 
Score: -4267376.000000 Penalty: 514.499573
	Iteration 0F: 2 clusters Score -4267376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -4212670.000000 Penalty: 1028.999146
	Iteration 0F: 3 clusters Score -4212670 nChanged 39962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -4238238.500000 Penalty: 1028.999146
	Iteration 1F: 3 clusters Score -4238238 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -4240584.500000 Penalty: 1028.999146
	Iteration 2F: 3 clusters Score -4240584 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -4243931.000000 Penalty: 1028.999146
	Iteration 3F: 3 clusters Score -4243931 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -4248083.500000 Penalty: 1028.999146
	Iteration 4F: 3 clusters Score -4248084 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -4251744.000000 Penalty: 1028.999146
	Iteration 5F: 3 clusters Score -4251744 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4253665.000000 Penalty: 1028.999146
	Iteration 6F: 3 clusters Score -4253665 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -4254319.500000 Penalty: 1028.999146
	Iteration 7Q: 3 clusters Score -4254320 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4254616.000000 Penalty: 1028.999146
	Iteration 8Q: 3 clusters Score -4254616 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4254800.000000 Penalty: 1028.999146
	Iteration 9Q: 3 clusters Score -4254800 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4254927.500000 Penalty: 1028.999146
	Iteration 10Q: 3 clusters Score -4254928 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4255075.500000 Penalty: 1028.999146
	Iteration 11Q: 3 clusters Score -4255076 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4255267.500000 Penalty: 1028.999146
	Iteration 12Q: 3 clusters Score -4255268 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4255475.000000 Penalty: 1028.999146
	Iteration 13Q: 3 clusters Score -4255475 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4255679.500000 Penalty: 1028.999146
	Iteration 14Q: 3 clusters Score -4255680 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4255932.500000 Penalty: 1028.999146
	Iteration 15Q: 3 clusters Score -4255932 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -4256158.500000 Penalty: 1028.999146
	Iteration 16Q: 3 clusters Score -4256158 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -4256377.500000 Penalty: 1028.999146
	Iteration 17Q: 3 clusters Score -4256378 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4256596.500000 Penalty: 1028.999146
	Iteration 18Q: 3 clusters Score -4256596 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4256799.000000 Penalty: 1028.999146
	Iteration 19Q: 3 clusters Score -4256799 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -4257038.500000 Penalty: 1028.999146
	Iteration 20F: 3 clusters Score -4257038 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -4257298.500000 Penalty: 1028.999146
	Iteration 21Q: 3 clusters Score -4257298 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -4257569.000000 Penalty: 1028.999146
	Iteration 22Q: 3 clusters Score -4257569 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4257816.000000 Penalty: 1028.999146
	Iteration 23Q: 3 clusters Score -4257816 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -4258064.500000 Penalty: 1028.999146
	Iteration 24Q: 3 clusters Score -4258064 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4258309.500000 Penalty: 1028.999146
	Iteration 25Q: 3 clusters Score -4258310 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4258559.500000 Penalty: 1028.999146
	Iteration 26Q: 3 clusters Score -4258560 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -4258846.500000 Penalty: 1028.999146
	Iteration 27Q: 3 clusters Score -4258846 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -4259099.500000 Penalty: 1028.999146
	Iteration 28Q: 3 clusters Score -4259100 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4259396.000000 Penalty: 1028.999146
	Iteration 29Q: 3 clusters Score -4259396 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4259649.500000 Penalty: 1028.999146
	Iteration 30Q: 3 clusters Score -4259650 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -4259887.500000 Penalty: 1028.999146
	Iteration 31Q: 3 clusters Score -4259888 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -4260190.000000 Penalty: 1028.999146
	Iteration 32Q: 3 clusters Score -4260190 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -4260514.500000 Penalty: 1028.999146
	Iteration 33Q: 3 clusters Score -4260514 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -4260854.000000 Penalty: 1028.999146
	Iteration 34Q: 3 clusters Score -4260854 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4261137.500000 Penalty: 1028.999146
	Iteration 35Q: 3 clusters Score -4261138 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -4261427.500000 Penalty: 1028.999146
	Iteration 36Q: 3 clusters Score -4261428 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -4261754.000000 Penalty: 1028.999146
	Iteration 37Q: 3 clusters Score -4261754 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -4262063.000000 Penalty: 1028.999146
	Iteration 38Q: 3 clusters Score -4262063 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -4262397.500000 Penalty: 1028.999146
	Iteration 39Q: 3 clusters Score -4262398 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -4262794.000000 Penalty: 1028.999146
	Iteration 40F: 3 clusters Score -4262794 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -4263211.000000 Penalty: 1028.999146
	Iteration 41Q: 3 clusters Score -4263211 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73725 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -4263678.500000 Penalty: 1028.999146
	Iteration 42Q: 3 clusters Score -4263678 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -4264137.500000 Penalty: 1028.999146
	Iteration 43Q: 3 clusters Score -4264138 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -4264566.000000 Penalty: 1028.999146
	Iteration 44Q: 3 clusters Score -4264566 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4264995.500000 Penalty: 1028.999146
	Iteration 45Q: 3 clusters Score -4264996 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -4265331.500000 Penalty: 1028.999146
	Iteration 46Q: 3 clusters Score -4265332 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4265640.500000 Penalty: 1028.999146
	Iteration 47Q: 3 clusters Score -4265640 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4265889.500000 Penalty: 1028.999146
	Iteration 48Q: 3 clusters Score -4265890 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4266121.500000 Penalty: 1028.999146
	Iteration 49Q: 3 clusters Score -4266122 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4266322.500000 Penalty: 1028.999146
	Iteration 50Q: 3 clusters Score -4266322 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4266478.000000 Penalty: 1028.999146
	Iteration 51Q: 3 clusters Score -4266478 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4266609.000000 Penalty: 1028.999146
	Iteration 52Q: 3 clusters Score -4266609 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80660 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4266701.500000 Penalty: 1028.999146
	Iteration 53Q: 3 clusters Score -4266702 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4266763.500000 Penalty: 1028.999146
	Iteration 54Q: 3 clusters Score -4266764 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4266796.000000 Penalty: 1028.999146
	Iteration 55Q: 3 clusters Score -4266796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4266817.500000 Penalty: 1028.999146
	Iteration 56Q: 3 clusters Score -4266818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4266833.500000 Penalty: 1028.999146
	Iteration 57Q: 3 clusters Score -4266834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4266851.000000 Penalty: 1028.999146
	Iteration 58Q: 3 clusters Score -4266851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4266859.000000 Penalty: 1028.999146
	Iteration 59Q: 3 clusters Score -4266859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4266872.500000 Penalty: 1028.999146
	Iteration 60F: 3 clusters Score -4266872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4266892.000000 Penalty: 1028.999146
	Iteration 61Q: 3 clusters Score -4266892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81163 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4266905.500000 Penalty: 1028.999146
	Iteration 62Q: 3 clusters Score -4266906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4266914.500000 Penalty: 1028.999146
	Iteration 63Q: 3 clusters Score -4266914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81185 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4266916.500000 Penalty: 1028.999146
	Iteration 64Q: 3 clusters Score -4266916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4266922.500000 Penalty: 1028.999146
	Iteration 65Q: 3 clusters Score -4266922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81202 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4266930.000000 Penalty: 1028.999146
	Iteration 66Q: 3 clusters Score -4266930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4266932.000000 Penalty: 1028.999146
	Iteration 67Q: 3 clusters Score -4266932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4266931.500000 Penalty: 1028.999146
	Iteration 68Q: 3 clusters Score -4266932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4266936.000000 Penalty: 1028.999146
	Iteration 69Q: 3 clusters Score -4266936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4266937.000000 Penalty: 1028.999146
	Iteration 70Q: 3 clusters Score -4266937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4266940.500000 Penalty: 1028.999146
	Iteration 71Q: 3 clusters Score -4266940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4266943.000000 Penalty: 1028.999146
	Iteration 72Q: 3 clusters Score -4266943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4266946.500000 Penalty: 1028.999146
	Iteration 73Q: 3 clusters Score -4266946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4266957.000000 Penalty: 1028.999146
	Iteration 74Q: 3 clusters Score -4266957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81239 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4266960.500000 Penalty: 1028.999146
	Iteration 75Q: 3 clusters Score -4266960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4266958.500000 Penalty: 1028.999146
	Iteration 76Q: 3 clusters Score -4266958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4266962.500000 Penalty: 1028.999146
	Iteration 77Q: 3 clusters Score -4266962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4266957.500000 Penalty: 1028.999146
	Iteration 78Q: 3 clusters Score -4266958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4266962.000000 Penalty: 1028.999146
	Iteration 79Q: 3 clusters Score -4266962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4266961.000000 Penalty: 1028.999146
	Iteration 80F: 3 clusters Score -4266961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4266965.000000 Penalty: 1028.999146
	Iteration 81Q: 3 clusters Score -4266965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4266963.500000 Penalty: 1028.999146
	Iteration 82Q: 3 clusters Score -4266964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4266966.500000 Penalty: 1028.999146
	Iteration 83Q: 3 clusters Score -4266966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4266967.500000 Penalty: 1028.999146
	Iteration 84Q: 3 clusters Score -4266968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4266967.500000 Penalty: 1028.999146
	Iteration 85F: 3 clusters Score -4266968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (129016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129016 members 
Entering Unmasked Estep 
Score: -6910998.000000 Penalty: 535.429993
	Iteration 0F: 2 clusters Score -6910998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 64766 members 
Entering Unmasked Estep 
Score: -6830273.000000 Penalty: 1070.859985
	Iteration 0F: 3 clusters Score -6830273 nChanged 63181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -6871720.000000 Penalty: 1070.859985
	Iteration 1F: 3 clusters Score -6871720 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -6877960.000000 Penalty: 1070.859985
	Iteration 2F: 3 clusters Score -6877960 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -6887076.500000 Penalty: 1070.859985
	Iteration 3F: 3 clusters Score -6887076 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -6896621.000000 Penalty: 1070.859985
	Iteration 4F: 3 clusters Score -6896621 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -6902435.000000 Penalty: 1070.859985
	Iteration 5F: 3 clusters Score -6902435 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -6904588.000000 Penalty: 1070.859985
	Iteration 6Q: 3 clusters Score -6904588 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -6905670.000000 Penalty: 1070.859985
	Iteration 7Q: 3 clusters Score -6905670 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -6906631.500000 Penalty: 1070.859985
	Iteration 8Q: 3 clusters Score -6906632 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69684 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -6907683.500000 Penalty: 1070.859985
	Iteration 9Q: 3 clusters Score -6907684 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -6908893.000000 Penalty: 1070.859985
	Iteration 10Q: 3 clusters Score -6908893 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -6910295.000000 Penalty: 1070.859985
	Iteration 11Q: 3 clusters Score -6910295 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -6911946.000000 Penalty: 1070.859985
	Iteration 12Q: 3 clusters Score -6911946 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -6913508.000000 Penalty: 1070.859985
	Iteration 13Q: 3 clusters Score -6913508 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -6914625.000000 Penalty: 1070.859985
	Iteration 14Q: 3 clusters Score -6914625 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85036 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -6915385.000000 Penalty: 1070.859985
	Iteration 15Q: 3 clusters Score -6915385 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86899 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -6915811.500000 Penalty: 1070.859985
	Iteration 16Q: 3 clusters Score -6915812 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -6916070.000000 Penalty: 1070.859985
	Iteration 17Q: 3 clusters Score -6916070 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -6916230.500000 Penalty: 1070.859985
	Iteration 18Q: 3 clusters Score -6916230 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -6916307.500000 Penalty: 1070.859985
	Iteration 19Q: 3 clusters Score -6916308 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -6916514.000000 Penalty: 1070.859985
	Iteration 20F: 3 clusters Score -6916514 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -6916558.000000 Penalty: 1070.859985
	Iteration 21Q: 3 clusters Score -6916558 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -6916626.000000 Penalty: 1070.859985
	Iteration 22Q: 3 clusters Score -6916626 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -6916737.500000 Penalty: 1070.859985
	Iteration 23Q: 3 clusters Score -6916738 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -6916801.500000 Penalty: 1070.859985
	Iteration 24Q: 3 clusters Score -6916802 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -6916859.000000 Penalty: 1070.859985
	Iteration 25Q: 3 clusters Score -6916859 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -6916853.500000 Penalty: 1070.859985
	Iteration 26Q: 3 clusters Score -6916854 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100762 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -6916948.500000 Penalty: 1070.859985
	Iteration 27Q: 3 clusters Score -6916948 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -6916981.500000 Penalty: 1070.859985
	Iteration 28Q: 3 clusters Score -6916982 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -6917001.500000 Penalty: 1070.859985
	Iteration 29Q: 3 clusters Score -6917002 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -6916981.500000 Penalty: 1070.859985
	Iteration 30Q: 3 clusters Score -6916982 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104325 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -6917022.000000 Penalty: 1070.859985
	Iteration 31Q: 3 clusters Score -6917022 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -6917062.000000 Penalty: 1070.859985
	Iteration 32Q: 3 clusters Score -6917062 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -6917102.000000 Penalty: 1070.859985
	Iteration 33Q: 3 clusters Score -6917102 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106582 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -6917160.500000 Penalty: 1070.859985
	Iteration 34Q: 3 clusters Score -6917160 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107252 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -6917164.000000 Penalty: 1070.859985
	Iteration 35Q: 3 clusters Score -6917164 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107900 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -6917168.000000 Penalty: 1070.859985
	Iteration 36Q: 3 clusters Score -6917168 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -6917195.500000 Penalty: 1070.859985
	Iteration 37Q: 3 clusters Score -6917196 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109099 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -6917216.500000 Penalty: 1070.859985
	Iteration 38Q: 3 clusters Score -6917216 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -6917229.000000 Penalty: 1070.859985
	Iteration 39Q: 3 clusters Score -6917229 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110168 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -6917197.500000 Penalty: 1070.859985
	Iteration 40F: 3 clusters Score -6917198 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110694 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -6917221.500000 Penalty: 1070.859985
	Iteration 41Q: 3 clusters Score -6917222 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111178 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -6917258.000000 Penalty: 1070.859985
	Iteration 42Q: 3 clusters Score -6917258 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111618 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -6917259.500000 Penalty: 1070.859985
	Iteration 43Q: 3 clusters Score -6917260 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112047 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -6917258.000000 Penalty: 1070.859985
	Iteration 44Q: 3 clusters Score -6917258 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112410 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -6917262.000000 Penalty: 1070.859985
	Iteration 45Q: 3 clusters Score -6917262 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112758 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -6917254.500000 Penalty: 1070.859985
	Iteration 46Q: 3 clusters Score -6917254 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113070 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -6917227.000000 Penalty: 1070.859985
	Iteration 47Q: 3 clusters Score -6917227 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113361 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -6917245.500000 Penalty: 1070.859985
	Iteration 48Q: 3 clusters Score -6917246 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -6917228.000000 Penalty: 1070.859985
	Iteration 49Q: 3 clusters Score -6917228 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -6917253.000000 Penalty: 1070.859985
	Iteration 50Q: 3 clusters Score -6917253 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114078 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -6917257.000000 Penalty: 1070.859985
	Iteration 51Q: 3 clusters Score -6917257 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114277 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -6917231.000000 Penalty: 1070.859985
	Iteration 52Q: 3 clusters Score -6917231 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114472 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -6917242.500000 Penalty: 1070.859985
	Iteration 53Q: 3 clusters Score -6917242 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114644 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -6917235.000000 Penalty: 1070.859985
	Iteration 54Q: 3 clusters Score -6917235 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114803 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -6917215.500000 Penalty: 1070.859985
	Iteration 55Q: 3 clusters Score -6917216 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114966 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -6917200.500000 Penalty: 1070.859985
	Iteration 56Q: 3 clusters Score -6917200 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -6917190.000000 Penalty: 1070.859985
	Iteration 57Q: 3 clusters Score -6917190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115214 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -6917166.000000 Penalty: 1070.859985
	Iteration 58Q: 3 clusters Score -6917166 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115335 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -6917149.000000 Penalty: 1070.859985
	Iteration 59Q: 3 clusters Score -6917149 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115437 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -6917150.500000 Penalty: 1070.859985
	Iteration 60F: 3 clusters Score -6917150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115513 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -6917139.500000 Penalty: 1070.859985
	Iteration 61Q: 3 clusters Score -6917140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115595 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -6917116.500000 Penalty: 1070.859985
	Iteration 62Q: 3 clusters Score -6917116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115669 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -6917113.000000 Penalty: 1070.859985
	Iteration 63Q: 3 clusters Score -6917113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -6917109.000000 Penalty: 1070.859985
	Iteration 64Q: 3 clusters Score -6917109 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115788 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -6917121.500000 Penalty: 1070.859985
	Iteration 65Q: 3 clusters Score -6917122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115844 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -6917105.500000 Penalty: 1070.859985
	Iteration 66Q: 3 clusters Score -6917106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115899 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -6917106.000000 Penalty: 1070.859985
	Iteration 67Q: 3 clusters Score -6917106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115939 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -6917098.000000 Penalty: 1070.859985
	Iteration 68Q: 3 clusters Score -6917098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115982 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -6917096.500000 Penalty: 1070.859985
	Iteration 69Q: 3 clusters Score -6917096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116014 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -6917088.000000 Penalty: 1070.859985
	Iteration 70Q: 3 clusters Score -6917088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -6917078.500000 Penalty: 1070.859985
	Iteration 71Q: 3 clusters Score -6917078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -6917072.500000 Penalty: 1070.859985
	Iteration 72Q: 3 clusters Score -6917072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116109 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -6917074.000000 Penalty: 1070.859985
	Iteration 73Q: 3 clusters Score -6917074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116144 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -6917080.500000 Penalty: 1070.859985
	Iteration 74Q: 3 clusters Score -6917080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116180 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -6917081.500000 Penalty: 1070.859985
	Iteration 75Q: 3 clusters Score -6917082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116205 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -6917077.000000 Penalty: 1070.859985
	Iteration 76Q: 3 clusters Score -6917077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116234 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -6917088.500000 Penalty: 1070.859985
	Iteration 77Q: 3 clusters Score -6917088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116264 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -6917087.000000 Penalty: 1070.859985
	Iteration 78Q: 3 clusters Score -6917087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116286 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -6917090.500000 Penalty: 1070.859985
	Iteration 79Q: 3 clusters Score -6917090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -6917097.500000 Penalty: 1070.859985
	Iteration 80F: 3 clusters Score -6917098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116329 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -6917095.000000 Penalty: 1070.859985
	Iteration 81Q: 3 clusters Score -6917095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116357 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -6917091.000000 Penalty: 1070.859985
	Iteration 82Q: 3 clusters Score -6917091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116382 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -6917081.000000 Penalty: 1070.859985
	Iteration 83Q: 3 clusters Score -6917081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -6917086.000000 Penalty: 1070.859985
	Iteration 84Q: 3 clusters Score -6917086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116413 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -6917079.500000 Penalty: 1070.859985
	Iteration 85Q: 3 clusters Score -6917080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -6917082.000000 Penalty: 1070.859985
	Iteration 86Q: 3 clusters Score -6917082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116441 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -6917077.000000 Penalty: 1070.859985
	Iteration 87Q: 3 clusters Score -6917077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116453 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -6917078.000000 Penalty: 1070.859985
	Iteration 88Q: 3 clusters Score -6917078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116468 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -6917080.500000 Penalty: 1070.859985
	Iteration 89Q: 3 clusters Score -6917080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116483 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -6917079.000000 Penalty: 1070.859985
	Iteration 90Q: 3 clusters Score -6917079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116490 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -6917078.000000 Penalty: 1070.859985
	Iteration 91Q: 3 clusters Score -6917078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116495 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -6917078.500000 Penalty: 1070.859985
	Iteration 92Q: 3 clusters Score -6917078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116505 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -6917074.500000 Penalty: 1070.859985
	Iteration 93Q: 3 clusters Score -6917074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116522 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -6917065.500000 Penalty: 1070.859985
	Iteration 94Q: 3 clusters Score -6917066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116534 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -6917066.500000 Penalty: 1070.859985
	Iteration 95Q: 3 clusters Score -6917066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116544 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -6917062.500000 Penalty: 1070.859985
	Iteration 96Q: 3 clusters Score -6917062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116555 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -6917061.000000 Penalty: 1070.859985
	Iteration 97Q: 3 clusters Score -6917061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -6917053.500000 Penalty: 1070.859985
	Iteration 98Q: 3 clusters Score -6917054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116584 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -6917052.000000 Penalty: 1070.859985
	Iteration 99Q: 3 clusters Score -6917052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116597 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -6917048.000000 Penalty: 1070.859985
	Iteration 100F: 3 clusters Score -6917048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116613 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -6917041.000000 Penalty: 1070.859985
	Iteration 101Q: 3 clusters Score -6917041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116623 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -6917045.000000 Penalty: 1070.859985
	Iteration 102Q: 3 clusters Score -6917045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116631 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -6917050.500000 Penalty: 1070.859985
	Iteration 103Q: 3 clusters Score -6917050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116638 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -6917049.500000 Penalty: 1070.859985
	Iteration 104Q: 3 clusters Score -6917050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116641 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -6917054.500000 Penalty: 1070.859985
	Iteration 105Q: 3 clusters Score -6917054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116645 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -6917050.000000 Penalty: 1070.859985
	Iteration 106Q: 3 clusters Score -6917050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116649 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -6917049.500000 Penalty: 1070.859985
	Iteration 107Q: 3 clusters Score -6917050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116651 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -6917048.500000 Penalty: 1070.859985
	Iteration 108Q: 3 clusters Score -6917048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116654 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -6917052.000000 Penalty: 1070.859985
	Iteration 109Q: 3 clusters Score -6917052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116655 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -6917049.500000 Penalty: 1070.859985
	Iteration 110Q: 3 clusters Score -6917050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116657 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -6917050.000000 Penalty: 1070.859985
	Iteration 111Q: 3 clusters Score -6917050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116659 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -6917053.500000 Penalty: 1070.859985
	Iteration 112Q: 3 clusters Score -6917054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116663 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -6917052.000000 Penalty: 1070.859985
	Iteration 113Q: 3 clusters Score -6917052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116669 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -6917047.500000 Penalty: 1070.859985
	Iteration 114Q: 3 clusters Score -6917048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116674 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -6917055.500000 Penalty: 1070.859985
	Iteration 115Q: 3 clusters Score -6917056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116678 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -6917052.500000 Penalty: 1070.859985
	Iteration 116Q: 3 clusters Score -6917052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116684 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -6917057.500000 Penalty: 1070.859985
	Iteration 117Q: 3 clusters Score -6917058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116687 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -6917055.000000 Penalty: 1070.859985
	Iteration 118Q: 3 clusters Score -6917055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116690 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -6917053.500000 Penalty: 1070.859985
	Iteration 119Q: 3 clusters Score -6917054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -6917051.000000 Penalty: 1070.859985
	Iteration 120F: 3 clusters Score -6917051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116693 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -6917052.000000 Penalty: 1070.859985
	Iteration 121Q: 3 clusters Score -6917052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -6917053.000000 Penalty: 1070.859985
	Iteration 122Q: 3 clusters Score -6917053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116695 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6917051.000000 Penalty: 1070.859985
	Iteration 123Q: 3 clusters Score -6917051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116695 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6917051.000000 Penalty: 1070.859985
	Iteration 124F: 3 clusters Score -6917051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 3 contains 146385 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 101246 members 
Mstep: Class 6 contains 113827 members 
Mstep: Class 7 contains 15088 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 81445 members 
Mstep: Class 10 contains 116695 members 
Mstep: Class 11 contains 117716 members 
Mstep: Class 12 contains 7105 members 
Mstep: Class 13 contains 98108 members 
Mstep: Class 14 contains 165852 members 
Mstep: Class 15 contains 97137 members 
Mstep: Class 16 contains 94854 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 110501 members 
Mstep: Class 19 contains 96198 members 
Mstep: Class 20 contains 156311 members 
Mstep: Class 21 contains 82923 members 
Mstep: Class 22 contains 12321 members 
Entering Unmasked Estep 
Score: -87316408.000000 Penalty: 14378.162109
Splitting cluster 10 changes total score from -87301440.000000 to -87316408.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (117716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117716 members 
Entering Unmasked Estep 
Score: -6508034.000000 Penalty: 531.259399
	Iteration 0F: 2 clusters Score -6508034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 59007 members 
Entering Unmasked Estep 
Score: -6434080.500000 Penalty: 1062.518799
	Iteration 0F: 3 clusters Score -6434080 nChanged 57786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -6469119.000000 Penalty: 1062.518799
	Iteration 1F: 3 clusters Score -6469119 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -6471413.000000 Penalty: 1062.518799
	Iteration 2Q: 3 clusters Score -6471413 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -6475462.500000 Penalty: 1062.518799
	Iteration 3F: 3 clusters Score -6475462 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -6482070.500000 Penalty: 1062.518799
	Iteration 4F: 3 clusters Score -6482070 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -6489746.500000 Penalty: 1062.518799
	Iteration 5F: 3 clusters Score -6489746 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -6494164.000000 Penalty: 1062.518799
	Iteration 6F: 3 clusters Score -6494164 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -6495644.500000 Penalty: 1062.518799
	Iteration 7Q: 3 clusters Score -6495644 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -6496269.500000 Penalty: 1062.518799
	Iteration 8Q: 3 clusters Score -6496270 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -6496781.500000 Penalty: 1062.518799
	Iteration 9Q: 3 clusters Score -6496782 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -6497302.500000 Penalty: 1062.518799
	Iteration 10Q: 3 clusters Score -6497302 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -6497839.500000 Penalty: 1062.518799
	Iteration 11Q: 3 clusters Score -6497840 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -6498363.000000 Penalty: 1062.518799
	Iteration 12Q: 3 clusters Score -6498363 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -6498891.500000 Penalty: 1062.518799
	Iteration 13Q: 3 clusters Score -6498892 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -6499481.500000 Penalty: 1062.518799
	Iteration 14Q: 3 clusters Score -6499482 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -6500053.000000 Penalty: 1062.518799
	Iteration 15Q: 3 clusters Score -6500053 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -6500688.000000 Penalty: 1062.518799
	Iteration 16Q: 3 clusters Score -6500688 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -6501305.500000 Penalty: 1062.518799
	Iteration 17Q: 3 clusters Score -6501306 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -6501771.000000 Penalty: 1062.518799
	Iteration 18Q: 3 clusters Score -6501771 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -6502270.000000 Penalty: 1062.518799
	Iteration 19Q: 3 clusters Score -6502270 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 92416 members 
Entering Unmasked Estep 
Score: -6502701.000000 Penalty: 1062.518799
	Iteration 20F: 3 clusters Score -6502701 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -6503024.500000 Penalty: 1062.518799
	Iteration 21Q: 3 clusters Score -6503024 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 93921 members 
Entering Unmasked Estep 
Score: -6503307.500000 Penalty: 1062.518799
	Iteration 22Q: 3 clusters Score -6503308 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -6503629.000000 Penalty: 1062.518799
	Iteration 23Q: 3 clusters Score -6503629 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 95309 members 
Entering Unmasked Estep 
Score: -6503994.500000 Penalty: 1062.518799
	Iteration 24Q: 3 clusters Score -6503994 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 95963 members 
Entering Unmasked Estep 
Score: -6504212.500000 Penalty: 1062.518799
	Iteration 25Q: 3 clusters Score -6504212 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
Score: -6504400.500000 Penalty: 1062.518799
	Iteration 26Q: 3 clusters Score -6504400 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 97182 members 
Entering Unmasked Estep 
Score: -6504523.500000 Penalty: 1062.518799
	Iteration 27Q: 3 clusters Score -6504524 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 97789 members 
Entering Unmasked Estep 
Score: -6504672.500000 Penalty: 1062.518799
	Iteration 28Q: 3 clusters Score -6504672 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -6504775.500000 Penalty: 1062.518799
	Iteration 29Q: 3 clusters Score -6504776 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -6504866.500000 Penalty: 1062.518799
	Iteration 30Q: 3 clusters Score -6504866 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -6504951.500000 Penalty: 1062.518799
	Iteration 31Q: 3 clusters Score -6504952 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 99899 members 
Entering Unmasked Estep 
Score: -6505031.500000 Penalty: 1062.518799
	Iteration 32Q: 3 clusters Score -6505032 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 100451 members 
Entering Unmasked Estep 
Score: -6505158.000000 Penalty: 1062.518799
	Iteration 33Q: 3 clusters Score -6505158 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -6505229.000000 Penalty: 1062.518799
	Iteration 34Q: 3 clusters Score -6505229 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -6505316.000000 Penalty: 1062.518799
	Iteration 35Q: 3 clusters Score -6505316 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 102091 members 
Entering Unmasked Estep 
Score: -6505362.500000 Penalty: 1062.518799
	Iteration 36Q: 3 clusters Score -6505362 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -6505463.000000 Penalty: 1062.518799
	Iteration 37Q: 3 clusters Score -6505463 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -6505519.000000 Penalty: 1062.518799
	Iteration 38Q: 3 clusters Score -6505519 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 103717 members 
Entering Unmasked Estep 
Score: -6505643.500000 Penalty: 1062.518799
	Iteration 39Q: 3 clusters Score -6505644 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 104264 members 
Entering Unmasked Estep 
Score: -6505694.000000 Penalty: 1062.518799
	Iteration 40F: 3 clusters Score -6505694 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 104806 members 
Entering Unmasked Estep 
Score: -6505765.000000 Penalty: 1062.518799
	Iteration 41Q: 3 clusters Score -6505765 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 105311 members 
Entering Unmasked Estep 
Score: -6505868.500000 Penalty: 1062.518799
	Iteration 42Q: 3 clusters Score -6505868 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 105799 members 
Entering Unmasked Estep 
Score: -6505934.500000 Penalty: 1062.518799
	Iteration 43Q: 3 clusters Score -6505934 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -6505963.500000 Penalty: 1062.518799
	Iteration 44Q: 3 clusters Score -6505964 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 106792 members 
Entering Unmasked Estep 
Score: -6506046.500000 Penalty: 1062.518799
	Iteration 45Q: 3 clusters Score -6506046 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 107289 members 
Entering Unmasked Estep 
Score: -6506110.000000 Penalty: 1062.518799
	Iteration 46Q: 3 clusters Score -6506110 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 107733 members 
Entering Unmasked Estep 
Score: -6506162.000000 Penalty: 1062.518799
	Iteration 47Q: 3 clusters Score -6506162 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 108157 members 
Entering Unmasked Estep 
Score: -6506195.000000 Penalty: 1062.518799
	Iteration 48Q: 3 clusters Score -6506195 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 108578 members 
Entering Unmasked Estep 
Score: -6506211.500000 Penalty: 1062.518799
	Iteration 49Q: 3 clusters Score -6506212 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 108955 members 
Entering Unmasked Estep 
Score: -6506223.000000 Penalty: 1062.518799
	Iteration 50Q: 3 clusters Score -6506223 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6506231 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 109653 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6506287 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 109993 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6506324 nChanged 355
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Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6506401 nChanged 346
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Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 110694 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6506456 nChanged 355
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 111049 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6506484 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 111403 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6506510 nChanged 316
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Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 111719 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6506570 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 112027 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6506623 nChanged 283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 112310 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6506642 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 112575 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6506720 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 112799 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 113025 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6506810 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 113250 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6506853 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 113450 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6506890 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 113625 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6506917 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 113806 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6506942 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 113981 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6506993 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 114161 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6507026 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 114312 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 114468 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6507056 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 114618 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6507090 nChanged 139
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Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 114757 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6507124 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 114895 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6507148 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 115026 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6507194 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 115156 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 115280 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6507217 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 115382 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6507240 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6507270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 115574 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6507315 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6507342 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 115720 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6507350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 115775 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6507376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6507376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 115871 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6507381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 115927 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6507403 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 115966 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6507394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 116007 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6507385 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 116062 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6507412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 116113 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6507413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 116164 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6507408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 116210 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6507417 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 116250 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6507418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 116292 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6507433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 116333 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6507448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6507455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 116403 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6507454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 116432 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6507474 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 116457 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6507480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 116484 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6507481 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 116514 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6507492 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6507505 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6507518 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 116577 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6507527 nChanged 24
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Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 116601 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6507540 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 116615 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6507540 nChanged 13
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Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 116628 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6507540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 116637 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6507548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6507552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 116653 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6507555 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 116663 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6507557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6507562 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 116689 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6507555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 116697 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6507572 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 116715 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6507573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 116738 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6507580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 116756 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6507580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6507600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 116802 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6507608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 116822 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6507608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 116837 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6507618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 116854 members 
Entering Unmasked Estep 
Score: -6507626.500000 Penalty: 1062.518799
	Iteration 122Q: 3 clusters Score -6507626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 116872 members 
Entering Unmasked Estep 
Score: -6507634.500000 Penalty: 1062.518799
	Iteration 123Q: 3 clusters Score -6507634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 116886 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6507638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6507650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 116905 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6507658 nChanged 7
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Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 116910 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6507658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 116919 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6507657 nChanged 7
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Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 116924 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6507659 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 116929 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6507664 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 116935 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6507672 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 116942 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6507676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 116944 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6507673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 116946 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6507679 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 116947 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6507674 nChanged 7
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Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6507671 nChanged 3
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Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 116953 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6507676 nChanged 5
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Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 116954 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6507676 nChanged 5
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Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 116955 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6507680 nChanged 2
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Mstep: Class 1 contains 759 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6507680 nChanged 4
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Mstep: Class 1 contains 759 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6507686 nChanged 2
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Mstep: Class 1 contains 759 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6507684 nChanged 4
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Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6507683 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 116965 members 
Entering Unmasked Estep 
Score: -6507689.500000 Penalty: 1062.518799
	Iteration 144Q: 3 clusters Score -6507690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 116969 members 
Entering Unmasked Estep 
Score: -6507688.500000 Penalty: 1062.518799
	Iteration 145Q: 3 clusters Score -6507688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -6507689.000000 Penalty: 1062.518799
	Iteration 146Q: 3 clusters Score -6507689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -6507689.000000 Penalty: 1062.518799
	Iteration 147F: 3 clusters Score -6507689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Entering Unmasked Estep 
Score: -5295898.500000 Penalty: 522.968994
	Iteration 0F: 2 clusters Score -5295898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -5231429.500000 Penalty: 1045.937988
	Iteration 0F: 3 clusters Score -5231430 nChanged 48168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -5262143.500000 Penalty: 1045.937988
	Iteration 1F: 3 clusters Score -5262144 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -5265523.500000 Penalty: 1045.937988
	Iteration 2F: 3 clusters Score -5265524 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -5271343.500000 Penalty: 1045.937988
	Iteration 3F: 3 clusters Score -5271344 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -5278733.000000 Penalty: 1045.937988
	Iteration 4F: 3 clusters Score -5278733 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -5284937.500000 Penalty: 1045.937988
	Iteration 5F: 3 clusters Score -5284938 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -5288760.000000 Penalty: 1045.937988
	Iteration 6Q: 3 clusters Score -5288760 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 89684 members 
Entering Unmasked Estep 
Score: -5291042.500000 Penalty: 1045.937988
	Iteration 7Q: 3 clusters Score -5291042 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -5292486.500000 Penalty: 1045.937988
	Iteration 8Q: 3 clusters Score -5292486 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -5293481.500000 Penalty: 1045.937988
	Iteration 9Q: 3 clusters Score -5293482 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 95012 members 
Entering Unmasked Estep 
Score: -5294164.000000 Penalty: 1045.937988
	Iteration 10Q: 3 clusters Score -5294164 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 95929 members 
Entering Unmasked Estep 
Score: -5294651.000000 Penalty: 1045.937988
	Iteration 11Q: 3 clusters Score -5294651 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -5294939.500000 Penalty: 1045.937988
	Iteration 12Q: 3 clusters Score -5294940 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -5295120.500000 Penalty: 1045.937988
	Iteration 13Q: 3 clusters Score -5295120 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 97239 members 
Entering Unmasked Estep 
Score: -5295245.500000 Penalty: 1045.937988
	Iteration 14Q: 3 clusters Score -5295246 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -5295311.500000 Penalty: 1045.937988
	Iteration 15Q: 3 clusters Score -5295312 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -5295365.500000 Penalty: 1045.937988
	Iteration 16Q: 3 clusters Score -5295366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -5295399.000000 Penalty: 1045.937988
	Iteration 17Q: 3 clusters Score -5295399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -5295410.000000 Penalty: 1045.937988
	Iteration 18Q: 3 clusters Score -5295410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
Score: -5295418.500000 Penalty: 1045.937988
	Iteration 19Q: 3 clusters Score -5295418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -5295434.000000 Penalty: 1045.937988
	Iteration 20F: 3 clusters Score -5295434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -5295447.500000 Penalty: 1045.937988
	Iteration 21Q: 3 clusters Score -5295448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -5295456.500000 Penalty: 1045.937988
	Iteration 22Q: 3 clusters Score -5295456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 97869 members 
Entering Unmasked Estep 
Score: -5295460.000000 Penalty: 1045.937988
	Iteration 23Q: 3 clusters Score -5295460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 97874 members 
Entering Unmasked Estep 
Score: -5295468.500000 Penalty: 1045.937988
	Iteration 24Q: 3 clusters Score -5295468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 97879 members 
Entering Unmasked Estep 
Score: -5295473.000000 Penalty: 1045.937988
	Iteration 25Q: 3 clusters Score -5295473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -5295472.500000 Penalty: 1045.937988
	Iteration 26Q: 3 clusters Score -5295472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -5295475.000000 Penalty: 1045.937988
	Iteration 27Q: 3 clusters Score -5295475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 97891 members 
Entering Unmasked Estep 
Score: -5295479.500000 Penalty: 1045.937988
	Iteration 28Q: 3 clusters Score -5295480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -5295481.000000 Penalty: 1045.937988
	Iteration 29Q: 3 clusters Score -5295481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 97894 members 
Entering Unmasked Estep 
Score: -5295479.000000 Penalty: 1045.937988
	Iteration 30Q: 3 clusters Score -5295479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 97901 members 
Entering Unmasked Estep 
Score: -5295479.000000 Penalty: 1045.937988
	Iteration 31Q: 3 clusters Score -5295479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
Score: -5295481.500000 Penalty: 1045.937988
	Iteration 32Q: 3 clusters Score -5295482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
Score: -5295481.000000 Penalty: 1045.937988
	Iteration 33Q: 3 clusters Score -5295481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -5295484.000000 Penalty: 1045.937988
	Iteration 34Q: 3 clusters Score -5295484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 97906 members 
Entering Unmasked Estep 
Score: -5295486.500000 Penalty: 1045.937988
	Iteration 35Q: 3 clusters Score -5295486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97910 members 
Entering Unmasked Estep 
Score: -5295483.500000 Penalty: 1045.937988
	Iteration 36Q: 3 clusters Score -5295484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -5295483.500000 Penalty: 1045.937988
	Iteration 37Q: 3 clusters Score -5295484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97912 members 
Entering Unmasked Estep 
Score: -5295487.500000 Penalty: 1045.937988
	Iteration 38Q: 3 clusters Score -5295488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 97912 members 
Entering Unmasked Estep 
Score: -5295486.500000 Penalty: 1045.937988
	Iteration 39Q: 3 clusters Score -5295486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 97913 members 
Entering Unmasked Estep 
Score: -5295486.000000 Penalty: 1045.937988
	Iteration 40F: 3 clusters Score -5295486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (165852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165852 members 
Entering Unmasked Estep 
Score: -8589701.000000 Penalty: 546.857727
	Iteration 0F: 2 clusters Score -8589701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83256 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -8479655.000000 Penalty: 1093.715454
	Iteration 0F: 3 clusters Score -8479655 nChanged 81633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -8532942.000000 Penalty: 1093.715454
	Iteration 1F: 3 clusters Score -8532942 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
Score: -8538700.000000 Penalty: 1093.715454
	Iteration 2F: 3 clusters Score -8538700 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -8547356.000000 Penalty: 1093.715454
	Iteration 3F: 3 clusters Score -8547356 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129763 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -8558791.000000 Penalty: 1093.715454
	Iteration 4F: 3 clusters Score -8558791 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140550 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -8569193.000000 Penalty: 1093.715454
	Iteration 5F: 3 clusters Score -8569193 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148069 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -8576752.000000 Penalty: 1093.715454
	Iteration 6Q: 3 clusters Score -8576752 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152942 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -8581671.000000 Penalty: 1093.715454
	Iteration 7Q: 3 clusters Score -8581671 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -8584389.000000 Penalty: 1093.715454
	Iteration 8Q: 3 clusters Score -8584389 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158920 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -8586080.000000 Penalty: 1093.715454
	Iteration 9Q: 3 clusters Score -8586080 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160809 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -8587171.000000 Penalty: 1093.715454
	Iteration 10Q: 3 clusters Score -8587171 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162252 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -8587874.000000 Penalty: 1093.715454
	Iteration 11Q: 3 clusters Score -8587874 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163227 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8588359.000000 Penalty: 1093.715454
	Iteration 12Q: 3 clusters Score -8588359 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8588680.000000 Penalty: 1093.715454
	Iteration 13Q: 3 clusters Score -8588680 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164458 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8588925.000000 Penalty: 1093.715454
	Iteration 14Q: 3 clusters Score -8588925 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164787 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8589065.000000 Penalty: 1093.715454
	Iteration 15Q: 3 clusters Score -8589065 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165018 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8589158.000000 Penalty: 1093.715454
	Iteration 16Q: 3 clusters Score -8589158 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8589219.000000 Penalty: 1093.715454
	Iteration 17Q: 3 clusters Score -8589219 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165249 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8589260.000000 Penalty: 1093.715454
	Iteration 18Q: 3 clusters Score -8589260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165313 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8589285.000000 Penalty: 1093.715454
	Iteration 19Q: 3 clusters Score -8589285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165353 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8589301.000000 Penalty: 1093.715454
	Iteration 20F: 3 clusters Score -8589301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165388 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8589319.000000 Penalty: 1093.715454
	Iteration 21Q: 3 clusters Score -8589319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165413 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8589338.000000 Penalty: 1093.715454
	Iteration 22Q: 3 clusters Score -8589338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165433 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8589341.000000 Penalty: 1093.715454
	Iteration 23Q: 3 clusters Score -8589341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165443 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8589354.000000 Penalty: 1093.715454
	Iteration 24Q: 3 clusters Score -8589354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165459 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8589358.000000 Penalty: 1093.715454
	Iteration 25Q: 3 clusters Score -8589358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165467 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8589368.000000 Penalty: 1093.715454
	Iteration 26Q: 3 clusters Score -8589368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165468 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8589374.000000 Penalty: 1093.715454
	Iteration 27Q: 3 clusters Score -8589374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165469 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8589377.000000 Penalty: 1093.715454
	Iteration 28Q: 3 clusters Score -8589377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165468 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8589376.000000 Penalty: 1093.715454
	Iteration 29Q: 3 clusters Score -8589376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165468 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8589373.000000 Penalty: 1093.715454
	Iteration 30Q: 3 clusters Score -8589373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165467 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8589377.000000 Penalty: 1093.715454
	Iteration 31Q: 3 clusters Score -8589377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165467 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8589377.000000 Penalty: 1093.715454
	Iteration 32F: 3 clusters Score -8589377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (97137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97137 members 
Entering Unmasked Estep 
Score: -5110508.000000 Penalty: 522.516418
	Iteration 0F: 2 clusters Score -5110508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -5045585.000000 Penalty: 1045.032837
	Iteration 0F: 3 clusters Score -5045585 nChanged 47484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -5074476.500000 Penalty: 1045.032837
	Iteration 1F: 3 clusters Score -5074476 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -5075239.000000 Penalty: 1045.032837
	Iteration 2Q: 3 clusters Score -5075239 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -5076186.500000 Penalty: 1045.032837
	Iteration 3Q: 3 clusters Score -5076186 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -5077400.500000 Penalty: 1045.032837
	Iteration 4Q: 3 clusters Score -5077400 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -5079106.500000 Penalty: 1045.032837
	Iteration 5Q: 3 clusters Score -5079106 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -5081664.500000 Penalty: 1045.032837
	Iteration 6Q: 3 clusters Score -5081664 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -5085316.500000 Penalty: 1045.032837
	Iteration 7F: 3 clusters Score -5085316 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -5089670.500000 Penalty: 1045.032837
	Iteration 8F: 3 clusters Score -5089670 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -5093218.000000 Penalty: 1045.032837
	Iteration 9F: 3 clusters Score -5093218 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -5094964.000000 Penalty: 1045.032837
	Iteration 10Q: 3 clusters Score -5094964 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -5095652.000000 Penalty: 1045.032837
	Iteration 11Q: 3 clusters Score -5095652 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -5096064.000000 Penalty: 1045.032837
	Iteration 12Q: 3 clusters Score -5096064 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -5096451.500000 Penalty: 1045.032837
	Iteration 13Q: 3 clusters Score -5096452 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 68896 members 
Entering Unmasked Estep 
Score: -5096905.000000 Penalty: 1045.032837
	Iteration 14Q: 3 clusters Score -5096905 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 70481 members 
Entering Unmasked Estep 
Score: -5097413.000000 Penalty: 1045.032837
	Iteration 15Q: 3 clusters Score -5097413 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -5097965.000000 Penalty: 1045.032837
	Iteration 16Q: 3 clusters Score -5097965 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -5098618.000000 Penalty: 1045.032837
	Iteration 17Q: 3 clusters Score -5098618 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
Score: -5099213.500000 Penalty: 1045.032837
	Iteration 18Q: 3 clusters Score -5099214 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -5099827.000000 Penalty: 1045.032837
	Iteration 19Q: 3 clusters Score -5099827 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -5100454.500000 Penalty: 1045.032837
	Iteration 20F: 3 clusters Score -5100454 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 80851 members 
Entering Unmasked Estep 
Score: -5101133.500000 Penalty: 1045.032837
	Iteration 21Q: 3 clusters Score -5101134 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -5101842.500000 Penalty: 1045.032837
	Iteration 22Q: 3 clusters Score -5101842 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 84160 members 
Entering Unmasked Estep 
Score: -5102574.000000 Penalty: 1045.032837
	Iteration 23Q: 3 clusters Score -5102574 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 85729 members 
Entering Unmasked Estep 
Score: -5103399.000000 Penalty: 1045.032837
	Iteration 24Q: 3 clusters Score -5103399 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -5104174.000000 Penalty: 1045.032837
	Iteration 25Q: 3 clusters Score -5104174 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 88659 members 
Entering Unmasked Estep 
Score: -5104963.500000 Penalty: 1045.032837
	Iteration 26Q: 3 clusters Score -5104964 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 89972 members 
Entering Unmasked Estep 
Score: -5105657.500000 Penalty: 1045.032837
	Iteration 27Q: 3 clusters Score -5105658 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -5106354.500000 Penalty: 1045.032837
	Iteration 28Q: 3 clusters Score -5106354 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 92234 members 
Entering Unmasked Estep 
Score: -5106942.500000 Penalty: 1045.032837
	Iteration 29Q: 3 clusters Score -5106942 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 93156 members 
Entering Unmasked Estep 
Score: -5107468.500000 Penalty: 1045.032837
	Iteration 30Q: 3 clusters Score -5107468 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -5107956.000000 Penalty: 1045.032837
	Iteration 31Q: 3 clusters Score -5107956 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 94636 members 
Entering Unmasked Estep 
Score: -5108419.000000 Penalty: 1045.032837
	Iteration 32Q: 3 clusters Score -5108419 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 95231 members 
Entering Unmasked Estep 
Score: -5108808.000000 Penalty: 1045.032837
	Iteration 33Q: 3 clusters Score -5108808 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -5109111.000000 Penalty: 1045.032837
	Iteration 34Q: 3 clusters Score -5109111 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 96050 members 
Entering Unmasked Estep 
Score: -5109401.500000 Penalty: 1045.032837
	Iteration 35Q: 3 clusters Score -5109402 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 96319 members 
Entering Unmasked Estep 
Score: -5109576.000000 Penalty: 1045.032837
	Iteration 36Q: 3 clusters Score -5109576 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -5109707.500000 Penalty: 1045.032837
	Iteration 37Q: 3 clusters Score -5109708 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 96629 members 
Entering Unmasked Estep 
Score: -5109816.000000 Penalty: 1045.032837
	Iteration 38Q: 3 clusters Score -5109816 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -5109898.500000 Penalty: 1045.032837
	Iteration 39Q: 3 clusters Score -5109898 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 96796 members 
Entering Unmasked Estep 
Score: -5109954.000000 Penalty: 1045.032837
	Iteration 40F: 3 clusters Score -5109954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -5109989.000000 Penalty: 1045.032837
	Iteration 41Q: 3 clusters Score -5109989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 96863 members 
Entering Unmasked Estep 
Score: -5110004.500000 Penalty: 1045.032837
	Iteration 42Q: 3 clusters Score -5110004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 96885 members 
Entering Unmasked Estep 
Score: -5110018.500000 Penalty: 1045.032837
	Iteration 43Q: 3 clusters Score -5110018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -5110042.500000 Penalty: 1045.032837
	Iteration 44Q: 3 clusters Score -5110042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -5110060.500000 Penalty: 1045.032837
	Iteration 45Q: 3 clusters Score -5110060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -5110069.500000 Penalty: 1045.032837
	Iteration 46Q: 3 clusters Score -5110070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -5110080.000000 Penalty: 1045.032837
	Iteration 47Q: 3 clusters Score -5110080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -5110083.000000 Penalty: 1045.032837
	Iteration 48Q: 3 clusters Score -5110083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -5110091.000000 Penalty: 1045.032837
	Iteration 49Q: 3 clusters Score -5110091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -5110098.500000 Penalty: 1045.032837
	Iteration 50Q: 3 clusters Score -5110098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -5110101.000000 Penalty: 1045.032837
	Iteration 51Q: 3 clusters Score -5110101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 96909 members 
Entering Unmasked Estep 
Score: -5110102.000000 Penalty: 1045.032837
	Iteration 52Q: 3 clusters Score -5110102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 96909 members 
Entering Unmasked Estep 
Score: -5110101.000000 Penalty: 1045.032837
	Iteration 53Q: 3 clusters Score -5110101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -5110107.500000 Penalty: 1045.032837
	Iteration 54Q: 3 clusters Score -5110108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -5110115.000000 Penalty: 1045.032837
	Iteration 55Q: 3 clusters Score -5110115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -5110125.000000 Penalty: 1045.032837
	Iteration 56Q: 3 clusters Score -5110125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -5110126.500000 Penalty: 1045.032837
	Iteration 57Q: 3 clusters Score -5110126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -5110133.000000 Penalty: 1045.032837
	Iteration 58Q: 3 clusters Score -5110133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -5110129.500000 Penalty: 1045.032837
	Iteration 59Q: 3 clusters Score -5110130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -5110132.500000 Penalty: 1045.032837
	Iteration 60F: 3 clusters Score -5110132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -5110133.500000 Penalty: 1045.032837
	Iteration 61Q: 3 clusters Score -5110134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -5110139.000000 Penalty: 1045.032837
	Iteration 62Q: 3 clusters Score -5110139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -5110142.500000 Penalty: 1045.032837
	Iteration 63Q: 3 clusters Score -5110142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -5110145.500000 Penalty: 1045.032837
	Iteration 64Q: 3 clusters Score -5110146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -5110147.500000 Penalty: 1045.032837
	Iteration 65Q: 3 clusters Score -5110148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -5110155.000000 Penalty: 1045.032837
	Iteration 66Q: 3 clusters Score -5110155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -5110156.500000 Penalty: 1045.032837
	Iteration 67Q: 3 clusters Score -5110156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -5110160.500000 Penalty: 1045.032837
	Iteration 68Q: 3 clusters Score -5110160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -5110172.000000 Penalty: 1045.032837
	Iteration 69Q: 3 clusters Score -5110172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 96899 members 
Entering Unmasked Estep 
Score: -5110177.500000 Penalty: 1045.032837
	Iteration 70Q: 3 clusters Score -5110178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -5110180.500000 Penalty: 1045.032837
	Iteration 71Q: 3 clusters Score -5110180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -5110180.500000 Penalty: 1045.032837
	Iteration 72Q: 3 clusters Score -5110180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 96895 members 
Entering Unmasked Estep 
Score: -5110182.500000 Penalty: 1045.032837
	Iteration 73Q: 3 clusters Score -5110182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 96894 members 
Entering Unmasked Estep 
Score: -5110181.500000 Penalty: 1045.032837
	Iteration 74Q: 3 clusters Score -5110182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 96895 members 
Entering Unmasked Estep 
Score: -5110183.500000 Penalty: 1045.032837
	Iteration 75Q: 3 clusters Score -5110184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -5110189.000000 Penalty: 1045.032837
	Iteration 76Q: 3 clusters Score -5110189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -5110191.000000 Penalty: 1045.032837
	Iteration 77Q: 3 clusters Score -5110191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -5110193.000000 Penalty: 1045.032837
	Iteration 78Q: 3 clusters Score -5110193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -5110192.000000 Penalty: 1045.032837
	Iteration 79Q: 3 clusters Score -5110192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
Score: -5110197.000000 Penalty: 1045.032837
	Iteration 80F: 3 clusters Score -5110197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -5110198.500000 Penalty: 1045.032837
	Iteration 81Q: 3 clusters Score -5110198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -5110202.500000 Penalty: 1045.032837
	Iteration 82Q: 3 clusters Score -5110202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 96899 members 
Entering Unmasked Estep 
Score: -5110201.000000 Penalty: 1045.032837
	Iteration 83Q: 3 clusters Score -5110201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -5110199.500000 Penalty: 1045.032837
	Iteration 84Q: 3 clusters Score -5110200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -5110198.500000 Penalty: 1045.032837
	Iteration 85Q: 3 clusters Score -5110198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -5110200.500000 Penalty: 1045.032837
	Iteration 86Q: 3 clusters Score -5110200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -5110200.500000 Penalty: 1045.032837
	Iteration 87F: 3 clusters Score -5110200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Entering Unmasked Estep 
Score: -4979710.500000 Penalty: 521.434326
	Iteration 0F: 2 clusters Score -4979710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -4916751.000000 Penalty: 1042.868652
	Iteration 0F: 3 clusters Score -4916751 nChanged 46420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -4946251.000000 Penalty: 1042.868652
	Iteration 1F: 3 clusters Score -4946251 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -4948833.000000 Penalty: 1042.868652
	Iteration 2F: 3 clusters Score -4948833 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -4951982.500000 Penalty: 1042.868652
	Iteration 3F: 3 clusters Score -4951982 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -4955356.500000 Penalty: 1042.868652
	Iteration 4F: 3 clusters Score -4955356 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -4958193.000000 Penalty: 1042.868652
	Iteration 5F: 3 clusters Score -4958193 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -4960369.000000 Penalty: 1042.868652
	Iteration 6F: 3 clusters Score -4960369 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -4961881.500000 Penalty: 1042.868652
	Iteration 7Q: 3 clusters Score -4961882 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -4963105.500000 Penalty: 1042.868652
	Iteration 8Q: 3 clusters Score -4963106 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -4964230.000000 Penalty: 1042.868652
	Iteration 9Q: 3 clusters Score -4964230 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -4965172.500000 Penalty: 1042.868652
	Iteration 10Q: 3 clusters Score -4965172 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -4965986.000000 Penalty: 1042.868652
	Iteration 11Q: 3 clusters Score -4965986 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -4966678.000000 Penalty: 1042.868652
	Iteration 12Q: 3 clusters Score -4966678 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -4967182.500000 Penalty: 1042.868652
	Iteration 13Q: 3 clusters Score -4967182 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -4967633.000000 Penalty: 1042.868652
	Iteration 14Q: 3 clusters Score -4967633 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -4968002.500000 Penalty: 1042.868652
	Iteration 15Q: 3 clusters Score -4968002 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -4968374.500000 Penalty: 1042.868652
	Iteration 16Q: 3 clusters Score -4968374 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -4968738.000000 Penalty: 1042.868652
	Iteration 17Q: 3 clusters Score -4968738 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -4969127.500000 Penalty: 1042.868652
	Iteration 18Q: 3 clusters Score -4969128 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -4969510.000000 Penalty: 1042.868652
	Iteration 19Q: 3 clusters Score -4969510 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 64955 members 
Entering Unmasked Estep 
Score: -4969940.000000 Penalty: 1042.868652
	Iteration 20F: 3 clusters Score -4969940 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -4970418.000000 Penalty: 1042.868652
	Iteration 21Q: 3 clusters Score -4970418 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -4970912.000000 Penalty: 1042.868652
	Iteration 22Q: 3 clusters Score -4970912 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -4971333.000000 Penalty: 1042.868652
	Iteration 23Q: 3 clusters Score -4971333 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -4971806.500000 Penalty: 1042.868652
	Iteration 24Q: 3 clusters Score -4971806 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -4972313.500000 Penalty: 1042.868652
	Iteration 25Q: 3 clusters Score -4972314 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 74441 members 
Entering Unmasked Estep 
Score: -4972891.500000 Penalty: 1042.868652
	Iteration 26Q: 3 clusters Score -4972892 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -4973603.500000 Penalty: 1042.868652
	Iteration 27Q: 3 clusters Score -4973604 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -4974435.500000 Penalty: 1042.868652
	Iteration 28Q: 3 clusters Score -4974436 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 81148 members 
Entering Unmasked Estep 
Score: -4975580.500000 Penalty: 1042.868652
	Iteration 29Q: 3 clusters Score -4975580 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -4976897.000000 Penalty: 1042.868652
	Iteration 30Q: 3 clusters Score -4976897 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -4977999.000000 Penalty: 1042.868652
	Iteration 31Q: 3 clusters Score -4977999 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -4978594.000000 Penalty: 1042.868652
	Iteration 32Q: 3 clusters Score -4978594 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -4978760.500000 Penalty: 1042.868652
	Iteration 33Q: 3 clusters Score -4978760 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 89253 members 
Entering Unmasked Estep 
Score: -4978792.000000 Penalty: 1042.868652
	Iteration 34Q: 3 clusters Score -4978792 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -4978806.000000 Penalty: 1042.868652
	Iteration 35Q: 3 clusters Score -4978806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -4978796.500000 Penalty: 1042.868652
	Iteration 36Q: 3 clusters Score -4978796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 89457 members 
Entering Unmasked Estep 
Score: -4978795.000000 Penalty: 1042.868652
	Iteration 37Q: 3 clusters Score -4978795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 89463 members 
Entering Unmasked Estep 
Score: -4978793.500000 Penalty: 1042.868652
	Iteration 38Q: 3 clusters Score -4978794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 89472 members 
Entering Unmasked Estep 
Score: -4978784.500000 Penalty: 1042.868652
	Iteration 39Q: 3 clusters Score -4978784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -4979939.000000 Penalty: 1042.868652
	Iteration 40F: 3 clusters Score -4979939 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -4981147.000000 Penalty: 1042.868652
	Iteration 41Q: 3 clusters Score -4981147 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 91986 members 
Entering Unmasked Estep 
Score: -4981801.500000 Penalty: 1042.868652
	Iteration 42Q: 3 clusters Score -4981802 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 92524 members 
Entering Unmasked Estep 
Score: -4982062.500000 Penalty: 1042.868652
	Iteration 43Q: 3 clusters Score -4982062 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 92867 members 
Entering Unmasked Estep 
Score: -4982155.000000 Penalty: 1042.868652
	Iteration 44Q: 3 clusters Score -4982155 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 93092 members 
Entering Unmasked Estep 
Score: -4982186.000000 Penalty: 1042.868652
	Iteration 45Q: 3 clusters Score -4982186 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -4982184.000000 Penalty: 1042.868652
	Iteration 46Q: 3 clusters Score -4982184 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -4982186.000000 Penalty: 1042.868652
	Iteration 47Q: 3 clusters Score -4982186 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -4982186.000000 Penalty: 1042.868652
	Iteration 48Q: 3 clusters Score -4982186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 93433 members 
Entering Unmasked Estep 
Score: -4982182.000000 Penalty: 1042.868652
	Iteration 49Q: 3 clusters Score -4982182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -4982158.000000 Penalty: 1042.868652
	Iteration 50Q: 3 clusters Score -4982158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 93486 members 
Entering Unmasked Estep 
Score: -4982149.500000 Penalty: 1042.868652
	Iteration 51Q: 3 clusters Score -4982150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -4982146.000000 Penalty: 1042.868652
	Iteration 52Q: 3 clusters Score -4982146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -4982143.500000 Penalty: 1042.868652
	Iteration 53Q: 3 clusters Score -4982144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -4982144.000000 Penalty: 1042.868652
	Iteration 54Q: 3 clusters Score -4982144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 93541 members 
Entering Unmasked Estep 
Score: -4982137.500000 Penalty: 1042.868652
	Iteration 55Q: 3 clusters Score -4982138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -4982132.000000 Penalty: 1042.868652
	Iteration 56Q: 3 clusters Score -4982132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 93557 members 
Entering Unmasked Estep 
Score: -4982138.500000 Penalty: 1042.868652
	Iteration 57Q: 3 clusters Score -4982138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 93561 members 
Entering Unmasked Estep 
Score: -4982138.500000 Penalty: 1042.868652
	Iteration 58Q: 3 clusters Score -4982138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -4982139.500000 Penalty: 1042.868652
	Iteration 59Q: 3 clusters Score -4982140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -4982134.000000 Penalty: 1042.868652
	Iteration 60F: 3 clusters Score -4982134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -4982134.500000 Penalty: 1042.868652
	Iteration 61Q: 3 clusters Score -4982134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
Score: -4982131.500000 Penalty: 1042.868652
	Iteration 62Q: 3 clusters Score -4982132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -4982128.500000 Penalty: 1042.868652
	Iteration 63Q: 3 clusters Score -4982128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -4982130.500000 Penalty: 1042.868652
	Iteration 64Q: 3 clusters Score -4982130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -4982127.000000 Penalty: 1042.868652
	Iteration 65Q: 3 clusters Score -4982127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 93589 members 
Entering Unmasked Estep 
Score: -4982130.000000 Penalty: 1042.868652
	Iteration 66Q: 3 clusters Score -4982130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -4982130.500000 Penalty: 1042.868652
	Iteration 67Q: 3 clusters Score -4982130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -4982130.500000 Penalty: 1042.868652
	Iteration 68F: 3 clusters Score -4982130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 3 contains 146385 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 101246 members 
Mstep: Class 6 contains 113827 members 
Mstep: Class 7 contains 15088 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 81445 members 
Mstep: Class 10 contains 116695 members 
Mstep: Class 11 contains 117716 members 
Mstep: Class 12 contains 7105 members 
Mstep: Class 13 contains 98108 members 
Mstep: Class 14 contains 165852 members 
Mstep: Class 15 contains 97137 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 110501 members 
Mstep: Class 19 contains 96198 members 
Mstep: Class 20 contains 156311 members 
Mstep: Class 21 contains 82923 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 93590 members 
Entering Unmasked Estep 
Score: -87319536.000000 Penalty: 15031.714844
Splitting cluster 16 changes total score from -87301440.000000 to -87319536.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (7657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Entering Unmasked Estep 
Score: -400962.812500 Penalty: 406.923584
	Iteration 0F: 2 clusters Score -400962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -395857.093750 Penalty: 813.847168
	Iteration 0F: 3 clusters Score -395857.1 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -398382.718750 Penalty: 813.847168
	Iteration 1F: 3 clusters Score -398382.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -398999.968750 Penalty: 813.847168
	Iteration 2F: 3 clusters Score -399000 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -399486.593750 Penalty: 813.847168
	Iteration 3F: 3 clusters Score -399486.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -399855.125000 Penalty: 813.847168
	Iteration 4F: 3 clusters Score -399855.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -400059.750000 Penalty: 813.847168
	Iteration 5Q: 3 clusters Score -400059.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -400187.812500 Penalty: 813.847168
	Iteration 6Q: 3 clusters Score -400187.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -400290.843750 Penalty: 813.847168
	Iteration 7Q: 3 clusters Score -400290.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -400382.437500 Penalty: 813.847168
	Iteration 8Q: 3 clusters Score -400382.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -400465.312500 Penalty: 813.847168
	Iteration 9Q: 3 clusters Score -400465.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -400527.968750 Penalty: 813.847168
	Iteration 10Q: 3 clusters Score -400528 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -400600.062500 Penalty: 813.847168
	Iteration 11Q: 3 clusters Score -400600.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -400656.687500 Penalty: 813.847168
	Iteration 12Q: 3 clusters Score -400656.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -400688.593750 Penalty: 813.847168
	Iteration 13Q: 3 clusters Score -400688.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -400706.343750 Penalty: 813.847168
	Iteration 14Q: 3 clusters Score -400706.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -400714.937500 Penalty: 813.847168
	Iteration 15Q: 3 clusters Score -400714.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -400719.125000 Penalty: 813.847168
	Iteration 16Q: 3 clusters Score -400719.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -400724.718750 Penalty: 813.847168
	Iteration 17Q: 3 clusters Score -400724.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -400727.187500 Penalty: 813.847168
	Iteration 18Q: 3 clusters Score -400727.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -400728.187500 Penalty: 813.847168
	Iteration 19Q: 3 clusters Score -400728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -400728.875000 Penalty: 813.847168
	Iteration 20F: 3 clusters Score -400728.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -400730.625000 Penalty: 813.847168
	Iteration 21Q: 3 clusters Score -400730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -400730.468750 Penalty: 813.847168
	Iteration 22Q: 3 clusters Score -400730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -400730.500000 Penalty: 813.847168
	Iteration 23Q: 3 clusters Score -400730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -400731.375000 Penalty: 813.847168
	Iteration 24Q: 3 clusters Score -400731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -400731.468750 Penalty: 813.847168
	Iteration 25Q: 3 clusters Score -400731.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -400732.437500 Penalty: 813.847168
	Iteration 26Q: 3 clusters Score -400732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -400732.562500 Penalty: 813.847168
	Iteration 27Q: 3 clusters Score -400732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -400732.687500 Penalty: 813.847168
	Iteration 28Q: 3 clusters Score -400732.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -400733.031250 Penalty: 813.847168
	Iteration 29Q: 3 clusters Score -400733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -400733.343750 Penalty: 813.847168
	Iteration 30Q: 3 clusters Score -400733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -400733.343750 Penalty: 813.847168
	Iteration 31F: 3 clusters Score -400733.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (110501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110501 members 
Entering Unmasked Estep 
Score: -5856369.500000 Penalty: 528.381470
	Iteration 0F: 2 clusters Score -5856370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -5783240.500000 Penalty: 1056.762939
	Iteration 0F: 3 clusters Score -5783240 nChanged 53775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 64377 members 
Entering Unmasked Estep 
Score: -5816776.000000 Penalty: 1056.762939
	Iteration 1F: 3 clusters Score -5816776 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -5819341.000000 Penalty: 1056.762939
	Iteration 2Q: 3 clusters Score -5819341 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 75971 members 
Entering Unmasked Estep 
Score: -5823785.000000 Penalty: 1056.762939
	Iteration 3F: 3 clusters Score -5823785 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 84505 members 
Entering Unmasked Estep 
Score: -5830915.500000 Penalty: 1056.762939
	Iteration 4F: 3 clusters Score -5830916 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 93935 members 
Entering Unmasked Estep 
Score: -5840133.500000 Penalty: 1056.762939
	Iteration 5F: 3 clusters Score -5840134 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -5848200.000000 Penalty: 1056.762939
	Iteration 6F: 3 clusters Score -5848200 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 106931 members 
Entering Unmasked Estep 
Score: -5852764.000000 Penalty: 1056.762939
	Iteration 7Q: 3 clusters Score -5852764 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -5854833.500000 Penalty: 1056.762939
	Iteration 8Q: 3 clusters Score -5854834 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 110052 members 
Entering Unmasked Estep 
Score: -5855557.500000 Penalty: 1056.762939
	Iteration 9Q: 3 clusters Score -5855558 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 110309 members 
Entering Unmasked Estep 
Score: -5855792.500000 Penalty: 1056.762939
	Iteration 10Q: 3 clusters Score -5855792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 110373 members 
Entering Unmasked Estep 
Score: -5855844.000000 Penalty: 1056.762939
	Iteration 11Q: 3 clusters Score -5855844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 110394 members 
Entering Unmasked Estep 
Score: -5855859.000000 Penalty: 1056.762939
	Iteration 12Q: 3 clusters Score -5855859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 110400 members 
Entering Unmasked Estep 
Score: -5855879.000000 Penalty: 1056.762939
	Iteration 13Q: 3 clusters Score -5855879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -5855886.500000 Penalty: 1056.762939
	Iteration 14Q: 3 clusters Score -5855886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
Score: -5855896.000000 Penalty: 1056.762939
	Iteration 15Q: 3 clusters Score -5855896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -5855908.500000 Penalty: 1056.762939
	Iteration 16Q: 3 clusters Score -5855908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -5855911.000000 Penalty: 1056.762939
	Iteration 17Q: 3 clusters Score -5855911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -5855914.000000 Penalty: 1056.762939
	Iteration 18Q: 3 clusters Score -5855914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -5855910.000000 Penalty: 1056.762939
	Iteration 19Q: 3 clusters Score -5855910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -5855910.000000 Penalty: 1056.762939
	Iteration 20F: 3 clusters Score -5855910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Entering Unmasked Estep 
Score: -5296994.500000 Penalty: 522.074463
	Iteration 0F: 2 clusters Score -5296994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -5234315.000000 Penalty: 1044.148926
	Iteration 0F: 3 clusters Score -5234315 nChanged 47026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -5263463.000000 Penalty: 1044.148926
	Iteration 1F: 3 clusters Score -5263463 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -5265074.500000 Penalty: 1044.148926
	Iteration 2Q: 3 clusters Score -5265074 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 61695 members 
Entering Unmasked Estep 
Score: -5267772.500000 Penalty: 1044.148926
	Iteration 3F: 3 clusters Score -5267772 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -5272271.500000 Penalty: 1044.148926
	Iteration 4F: 3 clusters Score -5272272 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -5278809.000000 Penalty: 1044.148926
	Iteration 5F: 3 clusters Score -5278809 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 80470 members 
Entering Unmasked Estep 
Score: -5284915.500000 Penalty: 1044.148926
	Iteration 6F: 3 clusters Score -5284916 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -5288838.000000 Penalty: 1044.148926
	Iteration 7Q: 3 clusters Score -5288838 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -5290900.500000 Penalty: 1044.148926
	Iteration 8Q: 3 clusters Score -5290900 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 87646 members 
Entering Unmasked Estep 
Score: -5291915.000000 Penalty: 1044.148926
	Iteration 9Q: 3 clusters Score -5291915 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 88755 members 
Entering Unmasked Estep 
Score: -5292543.000000 Penalty: 1044.148926
	Iteration 10Q: 3 clusters Score -5292543 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -5293083.000000 Penalty: 1044.148926
	Iteration 11Q: 3 clusters Score -5293083 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -5293567.000000 Penalty: 1044.148926
	Iteration 12Q: 3 clusters Score -5293567 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -5293995.500000 Penalty: 1044.148926
	Iteration 13Q: 3 clusters Score -5293996 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 92035 members 
Entering Unmasked Estep 
Score: -5294345.000000 Penalty: 1044.148926
	Iteration 14Q: 3 clusters Score -5294345 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -5294693.000000 Penalty: 1044.148926
	Iteration 15Q: 3 clusters Score -5294693 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 93155 members 
Entering Unmasked Estep 
Score: -5294972.500000 Penalty: 1044.148926
	Iteration 16Q: 3 clusters Score -5294972 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -5295221.000000 Penalty: 1044.148926
	Iteration 17Q: 3 clusters Score -5295221 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -5295429.500000 Penalty: 1044.148926
	Iteration 18Q: 3 clusters Score -5295430 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 94263 members 
Entering Unmasked Estep 
Score: -5295598.000000 Penalty: 1044.148926
	Iteration 19Q: 3 clusters Score -5295598 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -5295761.000000 Penalty: 1044.148926
	Iteration 20F: 3 clusters Score -5295761 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -5295869.000000 Penalty: 1044.148926
	Iteration 21Q: 3 clusters Score -5295869 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -5295967.500000 Penalty: 1044.148926
	Iteration 22Q: 3 clusters Score -5295968 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -5296045.000000 Penalty: 1044.148926
	Iteration 23Q: 3 clusters Score -5296045 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -5296104.000000 Penalty: 1044.148926
	Iteration 24Q: 3 clusters Score -5296104 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -5296177.000000 Penalty: 1044.148926
	Iteration 25Q: 3 clusters Score -5296177 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -5296212.000000 Penalty: 1044.148926
	Iteration 26Q: 3 clusters Score -5296212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -5296263.000000 Penalty: 1044.148926
	Iteration 27Q: 3 clusters Score -5296263 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -5296319.000000 Penalty: 1044.148926
	Iteration 28Q: 3 clusters Score -5296319 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -5296358.000000 Penalty: 1044.148926
	Iteration 29Q: 3 clusters Score -5296358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 95576 members 
Entering Unmasked Estep 
Score: -5296390.500000 Penalty: 1044.148926
	Iteration 30Q: 3 clusters Score -5296390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -5296414.500000 Penalty: 1044.148926
	Iteration 31Q: 3 clusters Score -5296414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -5296424.500000 Penalty: 1044.148926
	Iteration 32Q: 3 clusters Score -5296424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 95657 members 
Entering Unmasked Estep 
Score: -5296431.000000 Penalty: 1044.148926
	Iteration 33Q: 3 clusters Score -5296431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -5296446.000000 Penalty: 1044.148926
	Iteration 34Q: 3 clusters Score -5296446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -5296451.500000 Penalty: 1044.148926
	Iteration 35Q: 3 clusters Score -5296452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -5296454.000000 Penalty: 1044.148926
	Iteration 36Q: 3 clusters Score -5296454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -5296454.500000 Penalty: 1044.148926
	Iteration 37Q: 3 clusters Score -5296454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -5296472.000000 Penalty: 1044.148926
	Iteration 38Q: 3 clusters Score -5296472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 95729 members 
Entering Unmasked Estep 
Score: -5296480.500000 Penalty: 1044.148926
	Iteration 39Q: 3 clusters Score -5296480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 95738 members 
Entering Unmasked Estep 
Score: -5296482.000000 Penalty: 1044.148926
	Iteration 40F: 3 clusters Score -5296482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -5296482.000000 Penalty: 1044.148926
	Iteration 41Q: 3 clusters Score -5296482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -5296489.500000 Penalty: 1044.148926
	Iteration 42Q: 3 clusters Score -5296490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -5296500.500000 Penalty: 1044.148926
	Iteration 43Q: 3 clusters Score -5296500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -5296502.000000 Penalty: 1044.148926
	Iteration 44Q: 3 clusters Score -5296502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 95795 members 
Entering Unmasked Estep 
Score: -5296510.500000 Penalty: 1044.148926
	Iteration 45Q: 3 clusters Score -5296510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -5296517.000000 Penalty: 1044.148926
	Iteration 46Q: 3 clusters Score -5296517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 95826 members 
Entering Unmasked Estep 
Score: -5296521.500000 Penalty: 1044.148926
	Iteration 47Q: 3 clusters Score -5296522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -5296524.500000 Penalty: 1044.148926
	Iteration 48Q: 3 clusters Score -5296524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 95838 members 
Entering Unmasked Estep 
Score: -5296538.000000 Penalty: 1044.148926
	Iteration 49Q: 3 clusters Score -5296538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 95840 members 
Entering Unmasked Estep 
Score: -5296538.000000 Penalty: 1044.148926
	Iteration 50Q: 3 clusters Score -5296538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -5296539.500000 Penalty: 1044.148926
	Iteration 51Q: 3 clusters Score -5296540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 95843 members 
Entering Unmasked Estep 
Score: -5296543.500000 Penalty: 1044.148926
	Iteration 52Q: 3 clusters Score -5296544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -5296549.500000 Penalty: 1044.148926
	Iteration 53Q: 3 clusters Score -5296550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 95850 members 
Entering Unmasked Estep 
Score: -5296554.000000 Penalty: 1044.148926
	Iteration 54Q: 3 clusters Score -5296554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 95854 members 
Entering Unmasked Estep 
Score: -5296559.000000 Penalty: 1044.148926
	Iteration 55Q: 3 clusters Score -5296559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 95855 members 
Entering Unmasked Estep 
Score: -5296559.500000 Penalty: 1044.148926
	Iteration 56Q: 3 clusters Score -5296560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -5296559.500000 Penalty: 1044.148926
	Iteration 57Q: 3 clusters Score -5296560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -5296558.500000 Penalty: 1044.148926
	Iteration 58Q: 3 clusters Score -5296558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -5296560.500000 Penalty: 1044.148926
	Iteration 59Q: 3 clusters Score -5296560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -5296559.500000 Penalty: 1044.148926
	Iteration 60F: 3 clusters Score -5296560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 95862 members 
Entering Unmasked Estep 
Score: -5296560.500000 Penalty: 1044.148926
	Iteration 61Q: 3 clusters Score -5296560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 95863 members 
Entering Unmasked Estep 
Score: -5296562.000000 Penalty: 1044.148926
	Iteration 62Q: 3 clusters Score -5296562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -5296564.500000 Penalty: 1044.148926
	Iteration 63Q: 3 clusters Score -5296564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 95865 members 
Entering Unmasked Estep 
Score: -5296563.000000 Penalty: 1044.148926
	Iteration 64Q: 3 clusters Score -5296563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -5296558.500000 Penalty: 1044.148926
	Iteration 65Q: 3 clusters Score -5296558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -5296558.500000 Penalty: 1044.148926
	Iteration 66Q: 3 clusters Score -5296558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -5296565.500000 Penalty: 1044.148926
	Iteration 67Q: 3 clusters Score -5296566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 95871 members 
Entering Unmasked Estep 
Score: -5296565.500000 Penalty: 1044.148926
	Iteration 68Q: 3 clusters Score -5296566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -5296564.000000 Penalty: 1044.148926
	Iteration 69Q: 3 clusters Score -5296564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -5296565.000000 Penalty: 1044.148926
	Iteration 70Q: 3 clusters Score -5296565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -5296570.000000 Penalty: 1044.148926
	Iteration 71Q: 3 clusters Score -5296570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -5296571.500000 Penalty: 1044.148926
	Iteration 72Q: 3 clusters Score -5296572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -5296571.500000 Penalty: 1044.148926
	Iteration 73F: 3 clusters Score -5296572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (156311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156311 members 
Entering Unmasked Estep 
Score: -8329672.500000 Penalty: 544.161926
	Iteration 0F: 2 clusters Score -8329672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -8232905.000000 Penalty: 1088.323853
	Iteration 0F: 3 clusters Score -8232905 nChanged 77086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -8281166.500000 Penalty: 1088.323853
	Iteration 1F: 3 clusters Score -8281166 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -8284769.500000 Penalty: 1088.323853
	Iteration 2Q: 3 clusters Score -8284770 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -8291504.500000 Penalty: 1088.323853
	Iteration 3F: 3 clusters Score -8291504 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -8301508.000000 Penalty: 1088.323853
	Iteration 4F: 3 clusters Score -8301508 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83675 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -8310420.000000 Penalty: 1088.323853
	Iteration 5F: 3 clusters Score -8310420 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83244 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -8313935.500000 Penalty: 1088.323853
	Iteration 6F: 3 clusters Score -8313936 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -8315061.500000 Penalty: 1088.323853
	Iteration 7Q: 3 clusters Score -8315062 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81188 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -8316009.500000 Penalty: 1088.323853
	Iteration 8Q: 3 clusters Score -8316010 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -8316942.000000 Penalty: 1088.323853
	Iteration 9Q: 3 clusters Score -8316942 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 76943 members 
Entering Unmasked Estep 
Score: -8318087.500000 Penalty: 1088.323853
	Iteration 10Q: 3 clusters Score -8318088 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
Score: -8319355.000000 Penalty: 1088.323853
	Iteration 11Q: 3 clusters Score -8319355 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
Score: -8320649.500000 Penalty: 1088.323853
	Iteration 12Q: 3 clusters Score -8320650 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -8322054.000000 Penalty: 1088.323853
	Iteration 13Q: 3 clusters Score -8322054 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -8323420.500000 Penalty: 1088.323853
	Iteration 14Q: 3 clusters Score -8323420 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75677 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -8324444.500000 Penalty: 1088.323853
	Iteration 15Q: 3 clusters Score -8324444 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -8325344.500000 Penalty: 1088.323853
	Iteration 16Q: 3 clusters Score -8325344 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -8325894.500000 Penalty: 1088.323853
	Iteration 17Q: 3 clusters Score -8325894 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -8326347.000000 Penalty: 1088.323853
	Iteration 18Q: 3 clusters Score -8326347 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 83510 members 
Entering Unmasked Estep 
Score: -8326686.500000 Penalty: 1088.323853
	Iteration 19Q: 3 clusters Score -8326686 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72297 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -8326957.000000 Penalty: 1088.323853
	Iteration 20F: 3 clusters Score -8326957 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -8327103.000000 Penalty: 1088.323853
	Iteration 21Q: 3 clusters Score -8327103 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 84867 members 
Entering Unmasked Estep 
Score: -8327258.000000 Penalty: 1088.323853
	Iteration 22Q: 3 clusters Score -8327258 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 85236 members 
Entering Unmasked Estep 
Score: -8327352.000000 Penalty: 1088.323853
	Iteration 23Q: 3 clusters Score -8327352 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70779 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -8327425.000000 Penalty: 1088.323853
	Iteration 24Q: 3 clusters Score -8327425 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 85765 members 
Entering Unmasked Estep 
Score: -8327476.500000 Penalty: 1088.323853
	Iteration 25Q: 3 clusters Score -8327476 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -8327511.000000 Penalty: 1088.323853
	Iteration 26Q: 3 clusters Score -8327511 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -8327562.000000 Penalty: 1088.323853
	Iteration 27Q: 3 clusters Score -8327562 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 86326 members 
Entering Unmasked Estep 
Score: -8327569.500000 Penalty: 1088.323853
	Iteration 28Q: 3 clusters Score -8327570 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -8327564.000000 Penalty: 1088.323853
	Iteration 29Q: 3 clusters Score -8327564 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 86641 members 
Entering Unmasked Estep 
Score: -8327560.000000 Penalty: 1088.323853
	Iteration 30Q: 3 clusters Score -8327560 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -8327575.500000 Penalty: 1088.323853
	Iteration 31Q: 3 clusters Score -8327576 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 86855 members 
Entering Unmasked Estep 
Score: -8327593.000000 Penalty: 1088.323853
	Iteration 32Q: 3 clusters Score -8327593 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -8327606.000000 Penalty: 1088.323853
	Iteration 33Q: 3 clusters Score -8327606 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -8327616.500000 Penalty: 1088.323853
	Iteration 34Q: 3 clusters Score -8327616 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -8327632.500000 Penalty: 1088.323853
	Iteration 35Q: 3 clusters Score -8327632 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 87124 members 
Entering Unmasked Estep 
Score: -8327626.500000 Penalty: 1088.323853
	Iteration 36Q: 3 clusters Score -8327626 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -8327624.500000 Penalty: 1088.323853
	Iteration 37Q: 3 clusters Score -8327624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -8327621.000000 Penalty: 1088.323853
	Iteration 38Q: 3 clusters Score -8327621 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69088 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -8327628.500000 Penalty: 1088.323853
	Iteration 39Q: 3 clusters Score -8327628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -8327610.000000 Penalty: 1088.323853
	Iteration 40F: 3 clusters Score -8327610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 87273 members 
Entering Unmasked Estep 
Score: -8327613.000000 Penalty: 1088.323853
	Iteration 41Q: 3 clusters Score -8327613 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 87315 members 
Entering Unmasked Estep 
Score: -8327615.500000 Penalty: 1088.323853
	Iteration 42Q: 3 clusters Score -8327616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -8327604.000000 Penalty: 1088.323853
	Iteration 43Q: 3 clusters Score -8327604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -8327597.500000 Penalty: 1088.323853
	Iteration 44Q: 3 clusters Score -8327598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68886 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -8327598.000000 Penalty: 1088.323853
	Iteration 45Q: 3 clusters Score -8327598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -8327584.000000 Penalty: 1088.323853
	Iteration 46Q: 3 clusters Score -8327584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -8327581.000000 Penalty: 1088.323853
	Iteration 47Q: 3 clusters Score -8327581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -8327574.000000 Penalty: 1088.323853
	Iteration 48Q: 3 clusters Score -8327574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -8327570.500000 Penalty: 1088.323853
	Iteration 49Q: 3 clusters Score -8327570 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -8327557.000000 Penalty: 1088.323853
	Iteration 50Q: 3 clusters Score -8327557 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -8327557.000000 Penalty: 1088.323853
	Iteration 51Q: 3 clusters Score -8327557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 87792 members 
Entering Unmasked Estep 
Score: -8327551.000000 Penalty: 1088.323853
	Iteration 52Q: 3 clusters Score -8327551 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -8327552.000000 Penalty: 1088.323853
	Iteration 53Q: 3 clusters Score -8327552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -8327550.500000 Penalty: 1088.323853
	Iteration 54Q: 3 clusters Score -8327550 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -8327529.500000 Penalty: 1088.323853
	Iteration 55Q: 3 clusters Score -8327530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -8327524.000000 Penalty: 1088.323853
	Iteration 56Q: 3 clusters Score -8327524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 88089 members 
Entering Unmasked Estep 
Score: -8327519.000000 Penalty: 1088.323853
	Iteration 57Q: 3 clusters Score -8327519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -8327522.500000 Penalty: 1088.323853
	Iteration 58Q: 3 clusters Score -8327522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -8327522.500000 Penalty: 1088.323853
	Iteration 59Q: 3 clusters Score -8327522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -8327525.500000 Penalty: 1088.323853
	Iteration 60F: 3 clusters Score -8327526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -8327530.500000 Penalty: 1088.323853
	Iteration 61Q: 3 clusters Score -8327530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -8327531.000000 Penalty: 1088.323853
	Iteration 62Q: 3 clusters Score -8327531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -8327529.000000 Penalty: 1088.323853
	Iteration 63Q: 3 clusters Score -8327529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -8327528.500000 Penalty: 1088.323853
	Iteration 64Q: 3 clusters Score -8327528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -8327536.500000 Penalty: 1088.323853
	Iteration 65Q: 3 clusters Score -8327536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -8327534.000000 Penalty: 1088.323853
	Iteration 66Q: 3 clusters Score -8327534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68009 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -8327533.500000 Penalty: 1088.323853
	Iteration 67Q: 3 clusters Score -8327534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -8327533.000000 Penalty: 1088.323853
	Iteration 68Q: 3 clusters Score -8327533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -8327541.000000 Penalty: 1088.323853
	Iteration 69Q: 3 clusters Score -8327541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -8327538.000000 Penalty: 1088.323853
	Iteration 70Q: 3 clusters Score -8327538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 88312 members 
Entering Unmasked Estep 
Score: -8327542.000000 Penalty: 1088.323853
	Iteration 71Q: 3 clusters Score -8327542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -8327543.000000 Penalty: 1088.323853
	Iteration 72Q: 3 clusters Score -8327543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -8327540.000000 Penalty: 1088.323853
	Iteration 73Q: 3 clusters Score -8327540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 88320 members 
Entering Unmasked Estep 
Score: -8327542.000000 Penalty: 1088.323853
	Iteration 74Q: 3 clusters Score -8327542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -8327543.000000 Penalty: 1088.323853
	Iteration 75Q: 3 clusters Score -8327543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -8327540.500000 Penalty: 1088.323853
	Iteration 76Q: 3 clusters Score -8327540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -8327537.000000 Penalty: 1088.323853
	Iteration 77Q: 3 clusters Score -8327537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -8327536.000000 Penalty: 1088.323853
	Iteration 78Q: 3 clusters Score -8327536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -8327531.000000 Penalty: 1088.323853
	Iteration 79Q: 3 clusters Score -8327531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -8327539.500000 Penalty: 1088.323853
	Iteration 80F: 3 clusters Score -8327540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67981 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -8327541.500000 Penalty: 1088.323853
	Iteration 81Q: 3 clusters Score -8327542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -8327537.000000 Penalty: 1088.323853
	Iteration 82Q: 3 clusters Score -8327537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -8327540.000000 Penalty: 1088.323853
	Iteration 83Q: 3 clusters Score -8327540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -8327540.000000 Penalty: 1088.323853
	Iteration 84F: 3 clusters Score -8327540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 3 contains 146385 members 
Mstep: Class 4 contains 13838 members 
Mstep: Class 5 contains 101246 members 
Mstep: Class 6 contains 113827 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 81445 members 
Mstep: Class 10 contains 116695 members 
Mstep: Class 11 contains 117716 members 
Mstep: Class 13 contains 98108 members 
Mstep: Class 14 contains 165852 members 
Mstep: Class 15 contains 97137 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 110501 members 
Mstep: Class 19 contains 96198 members 
Mstep: Class 20 contains 156311 members 
Entering Unmasked Estep 
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Score: -87324120.000000 Penalty: 15031.714844
Iteration 79Q: 24 clusters Score -8.732412e+07 nChanged 23780
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 87715 members 
Mstep: Class 2 contains 7261 members 
Mstep: Class 3 contains 144721 members 
Mstep: Class 4 contains 13591 members 
Mstep: Class 5 contains 100130 members 
Mstep: Class 6 contains 115151 members 
Mstep: Class 7 contains 14661 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 81293 members 
Mstep: Class 10 contains 116384 members 
Mstep: Class 11 contains 118413 members 
Mstep: Class 12 contains 7674 members 
Mstep: Class 13 contains 98257 members 
Mstep: Class 14 contains 165559 members 
Mstep: Class 15 contains 97087 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 17 contains 7735 members 
Mstep: Class 18 contains 110046 members 
Mstep: Class 19 contains 96509 members 
Mstep: Class 20 contains 157400 members 
Mstep: Class 21 contains 82027 members 
Mstep: Class 22 contains 12253 members 
Mstep: Class 23 contains 91872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87326352.000000 Penalty: 15031.714844
Iteration 80F: 24 clusters Score -8.732635e+07 nChanged 20606
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 143033 members 
Mstep: Class 4 contains 13470 members 
Mstep: Class 5 contains 99105 members 
Mstep: Class 6 contains 115157 members 
Mstep: Class 7 contains 15327 members 
Mstep: Class 8 contains 3049 members 
Mstep: Class 9 contains 80945 members 
Mstep: Class 10 contains 115736 members 
Mstep: Class 11 contains 119158 members 
Mstep: Class 12 contains 8149 members 
Mstep: Class 13 contains 98420 members 
Mstep: Class 14 contains 164030 members 
Mstep: Class 15 contains 96847 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 7790 members 
Mstep: Class 18 contains 109420 members 
Mstep: Class 19 contains 96601 members 
Mstep: Class 20 contains 157300 members 
Mstep: Class 21 contains 83469 members 
Mstep: Class 22 contains 12567 members 
Mstep: Class 23 contains 91508 members 
Entering Unmasked Estep 
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Iteration 81Q: 24 clusters Score -8.73286e+07 nChanged 17841
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 92787 members 
Mstep: Class 2 contains 7333 members 
Mstep: Class 3 contains 141206 members 
Mstep: Class 4 contains 13363 members 
Mstep: Class 5 contains 98092 members 
Mstep: Class 6 contains 115361 members 
Mstep: Class 7 contains 15963 members 
Mstep: Class 8 contains 3144 members 
Mstep: Class 9 contains 80574 members 
Mstep: Class 10 contains 115262 members 
Mstep: Class 11 contains 119969 members 
Mstep: Class 12 contains 8620 members 
Mstep: Class 13 contains 98494 members 
Mstep: Class 14 contains 162993 members 
Mstep: Class 15 contains 96618 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 7858 members 
Mstep: Class 18 contains 108679 members 
Mstep: Class 19 contains 96505 members 
Mstep: Class 20 contains 157342 members 
Mstep: Class 21 contains 84425 members 
Mstep: Class 22 contains 12760 members 
Mstep: Class 23 contains 91050 members 
Entering Unmasked Estep 
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Iteration 82Q: 24 clusters Score -8.733073e+07 nChanged 17227
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 139338 members 
Mstep: Class 4 contains 13248 members 
Mstep: Class 5 contains 97093 members 
Mstep: Class 6 contains 115649 members 
Mstep: Class 7 contains 16568 members 
Mstep: Class 8 contains 3266 members 
Mstep: Class 9 contains 80205 members 
Mstep: Class 10 contains 114923 members 
Mstep: Class 11 contains 120716 members 
Mstep: Class 12 contains 9082 members 
Mstep: Class 13 contains 98467 members 
Mstep: Class 14 contains 162267 members 
Mstep: Class 15 contains 96414 members 
Mstep: Class 16 contains 1925 members 
Mstep: Class 17 contains 7931 members 
Mstep: Class 18 contains 107981 members 
Mstep: Class 19 contains 96325 members 
Mstep: Class 20 contains 157324 members 
Mstep: Class 21 contains 85046 members 
Mstep: Class 22 contains 12923 members 
Mstep: Class 23 contains 90685 members 
Entering Unmasked Estep 
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Iteration 83Q: 24 clusters Score -8.733234e+07 nChanged 16457
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 97995 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 137458 members 
Mstep: Class 4 contains 13171 members 
Mstep: Class 5 contains 96037 members 
Mstep: Class 6 contains 115960 members 
Mstep: Class 7 contains 17178 members 
Mstep: Class 8 contains 3415 members 
Mstep: Class 9 contains 79915 members 
Mstep: Class 10 contains 114687 members 
Mstep: Class 11 contains 121462 members 
Mstep: Class 12 contains 9483 members 
Mstep: Class 13 contains 98375 members 
Mstep: Class 14 contains 161829 members 
Mstep: Class 15 contains 96244 members 
Mstep: Class 16 contains 1991 members 
Mstep: Class 17 contains 8006 members 
Mstep: Class 18 contains 107351 members 
Mstep: Class 19 contains 96013 members 
Mstep: Class 20 contains 157325 members 
Mstep: Class 21 contains 85453 members 
Mstep: Class 22 contains 13076 members 
Mstep: Class 23 contains 90318 members 
Entering Unmasked Estep 
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Iteration 84Q: 24 clusters Score -8.733339e+07 nChanged 16008
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 100568 members 
Mstep: Class 2 contains 7570 members 
Mstep: Class 3 contains 135632 members 
Mstep: Class 4 contains 13136 members 
Mstep: Class 5 contains 95063 members 
Mstep: Class 6 contains 116265 members 
Mstep: Class 7 contains 17797 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 79638 members 
Mstep: Class 10 contains 114352 members 
Mstep: Class 11 contains 122090 members 
Mstep: Class 12 contains 9848 members 
Mstep: Class 13 contains 98209 members 
Mstep: Class 14 contains 161610 members 
Mstep: Class 15 contains 96029 members 
Mstep: Class 16 contains 2040 members 
Mstep: Class 17 contains 8095 members 
Mstep: Class 18 contains 106756 members 
Mstep: Class 19 contains 95674 members 
Mstep: Class 20 contains 157293 members 
Mstep: Class 21 contains 85714 members 
Mstep: Class 22 contains 13212 members 
Mstep: Class 23 contains 90050 members 
Entering Unmasked Estep 
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Iteration 85Q: 24 clusters Score -8.733436e+07 nChanged 15731
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 7664 members 
Mstep: Class 3 contains 133878 members 
Mstep: Class 4 contains 13100 members 
Mstep: Class 5 contains 94024 members 
Mstep: Class 6 contains 116620 members 
Mstep: Class 7 contains 18458 members 
Mstep: Class 8 contains 3744 members 
Mstep: Class 9 contains 79398 members 
Mstep: Class 10 contains 114068 members 
Mstep: Class 11 contains 122718 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 97918 members 
Mstep: Class 14 contains 161572 members 
Mstep: Class 15 contains 95871 members 
Mstep: Class 16 contains 2089 members 
Mstep: Class 17 contains 8178 members 
Mstep: Class 18 contains 106157 members 
Mstep: Class 19 contains 95364 members 
Mstep: Class 20 contains 157217 members 
Mstep: Class 21 contains 85889 members 
Mstep: Class 22 contains 13367 members 
Mstep: Class 23 contains 89733 members 
Entering Unmasked Estep 
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Iteration 86Q: 24 clusters Score -8.733502e+07 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 7741 members 
Mstep: Class 3 contains 132195 members 
Mstep: Class 4 contains 13062 members 
Mstep: Class 5 contains 93009 members 
Mstep: Class 6 contains 117073 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 79184 members 
Mstep: Class 10 contains 113803 members 
Mstep: Class 11 contains 123233 members 
Mstep: Class 12 contains 10389 members 
Mstep: Class 13 contains 97597 members 
Mstep: Class 14 contains 161578 members 
Mstep: Class 15 contains 95731 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 8266 members 
Mstep: Class 18 contains 105507 members 
Mstep: Class 19 contains 95068 members 
Mstep: Class 20 contains 157241 members 
Mstep: Class 21 contains 86075 members 
Mstep: Class 22 contains 13525 members 
Mstep: Class 23 contains 89332 members 
Entering Unmasked Estep 
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Iteration 87Q: 24 clusters Score -8.733516e+07 nChanged 14909
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 107965 members 
Mstep: Class 2 contains 7811 members 
Mstep: Class 3 contains 130635 members 
Mstep: Class 4 contains 13052 members 
Mstep: Class 5 contains 91980 members 
Mstep: Class 6 contains 117509 members 
Mstep: Class 7 contains 19752 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 79015 members 
Mstep: Class 10 contains 113570 members 
Mstep: Class 11 contains 123564 members 
Mstep: Class 12 contains 10536 members 
Mstep: Class 13 contains 97227 members 
Mstep: Class 14 contains 161611 members 
Mstep: Class 15 contains 95620 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 8341 members 
Mstep: Class 18 contains 104903 members 
Mstep: Class 19 contains 94730 members 
Mstep: Class 20 contains 157266 members 
Mstep: Class 21 contains 86285 members 
Mstep: Class 22 contains 13688 members 
Mstep: Class 23 contains 89006 members 
Entering Unmasked Estep 
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Iteration 88Q: 24 clusters Score -8.73361e+07 nChanged 14121
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 110393 members 
Mstep: Class 2 contains 7891 members 
Mstep: Class 3 contains 129201 members 
Mstep: Class 4 contains 13045 members 
Mstep: Class 5 contains 91098 members 
Mstep: Class 6 contains 117932 members 
Mstep: Class 7 contains 20430 members 
Mstep: Class 8 contains 4139 members 
Mstep: Class 9 contains 78891 members 
Mstep: Class 10 contains 113322 members 
Mstep: Class 11 contains 123736 members 
Mstep: Class 12 contains 10654 members 
Mstep: Class 13 contains 96749 members 
Mstep: Class 14 contains 161709 members 
Mstep: Class 15 contains 95522 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 8406 members 
Mstep: Class 18 contains 104322 members 
Mstep: Class 19 contains 94318 members 
Mstep: Class 20 contains 157271 members 
Mstep: Class 21 contains 86494 members 
Mstep: Class 22 contains 13853 members 
Mstep: Class 23 contains 88693 members 
Entering Unmasked Estep 
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Iteration 89Q: 24 clusters Score -8.733698e+07 nChanged 13698
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 112715 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 127829 members 
Mstep: Class 4 contains 13058 members 
Mstep: Class 5 contains 90291 members 
Mstep: Class 6 contains 118374 members 
Mstep: Class 7 contains 21149 members 
Mstep: Class 8 contains 4279 members 
Mstep: Class 9 contains 78804 members 
Mstep: Class 10 contains 113133 members 
Mstep: Class 11 contains 123855 members 
Mstep: Class 12 contains 10747 members 
Mstep: Class 13 contains 96236 members 
Mstep: Class 14 contains 161786 members 
Mstep: Class 15 contains 95431 members 
Mstep: Class 16 contains 2149 members 
Mstep: Class 17 contains 8468 members 
Mstep: Class 18 contains 103772 members 
Mstep: Class 19 contains 93865 members 
Mstep: Class 20 contains 157275 members 
Mstep: Class 21 contains 86671 members 
Mstep: Class 22 contains 14020 members 
Mstep: Class 23 contains 88355 members 
Entering Unmasked Estep 
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Iteration 90Q: 24 clusters Score -8.733755e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 114954 members 
Mstep: Class 2 contains 8028 members 
Mstep: Class 3 contains 126462 members 
Mstep: Class 4 contains 13124 members 
Mstep: Class 5 contains 89673 members 
Mstep: Class 6 contains 118839 members 
Mstep: Class 7 contains 21872 members 
Mstep: Class 8 contains 4390 members 
Mstep: Class 9 contains 78700 members 
Mstep: Class 10 contains 112948 members 
Mstep: Class 11 contains 123817 members 
Mstep: Class 12 contains 10811 members 
Mstep: Class 13 contains 95676 members 
Mstep: Class 14 contains 161966 members 
Mstep: Class 15 contains 95347 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 8544 members 
Mstep: Class 18 contains 103201 members 
Mstep: Class 19 contains 93425 members 
Mstep: Class 20 contains 157234 members 
Mstep: Class 21 contains 86848 members 
Mstep: Class 22 contains 14181 members 
Mstep: Class 23 contains 88050 members 
Entering Unmasked Estep 
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Iteration 91Q: 24 clusters Score -8.733837e+07 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 116985 members 
Mstep: Class 2 contains 8104 members 
Mstep: Class 3 contains 125184 members 
Mstep: Class 4 contains 13184 members 
Mstep: Class 5 contains 89119 members 
Mstep: Class 6 contains 119267 members 
Mstep: Class 7 contains 22623 members 
Mstep: Class 8 contains 4459 members 
Mstep: Class 9 contains 78626 members 
Mstep: Class 10 contains 112813 members 
Mstep: Class 11 contains 123678 members 
Mstep: Class 12 contains 10861 members 
Mstep: Class 13 contains 95086 members 
Mstep: Class 14 contains 162157 members 
Mstep: Class 15 contains 95266 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 8614 members 
Mstep: Class 18 contains 102681 members 
Mstep: Class 19 contains 93058 members 
Mstep: Class 20 contains 157205 members 
Mstep: Class 21 contains 87089 members 
Mstep: Class 22 contains 14325 members 
Mstep: Class 23 contains 87722 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 24 clusters Score -8.734002e+07 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 118869 members 
Mstep: Class 2 contains 8179 members 
Mstep: Class 3 contains 124022 members 
Mstep: Class 4 contains 13216 members 
Mstep: Class 5 contains 88673 members 
Mstep: Class 6 contains 119672 members 
Mstep: Class 7 contains 23365 members 
Mstep: Class 8 contains 4521 members 
Mstep: Class 9 contains 78560 members 
Mstep: Class 10 contains 112739 members 
Mstep: Class 11 contains 123415 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 13 contains 94520 members 
Mstep: Class 14 contains 162355 members 
Mstep: Class 15 contains 95173 members 
Mstep: Class 16 contains 2095 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 102179 members 
Mstep: Class 19 contains 92741 members 
Mstep: Class 20 contains 157173 members 
Mstep: Class 21 contains 87285 members 
Mstep: Class 22 contains 14457 members 
Mstep: Class 23 contains 87425 members 
Entering Unmasked Estep 
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Iteration 93Q: 24 clusters Score -8.734018e+07 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 120521 members 
Mstep: Class 2 contains 8248 members 
Mstep: Class 3 contains 122888 members 
Mstep: Class 4 contains 13279 members 
Mstep: Class 5 contains 88326 members 
Mstep: Class 6 contains 120042 members 
Mstep: Class 7 contains 24148 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 78504 members 
Mstep: Class 10 contains 112684 members 
Mstep: Class 11 contains 123124 members 
Mstep: Class 12 contains 10934 members 
Mstep: Class 13 contains 93993 members 
Mstep: Class 14 contains 162525 members 
Mstep: Class 15 contains 95065 members 
Mstep: Class 16 contains 2077 members 
Mstep: Class 17 contains 8767 members 
Mstep: Class 18 contains 101736 members 
Mstep: Class 19 contains 92448 members 
Mstep: Class 20 contains 157143 members 
Mstep: Class 21 contains 87473 members 
Mstep: Class 22 contains 14581 members 
Mstep: Class 23 contains 87138 members 
Entering Unmasked Estep 
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Iteration 94Q: 24 clusters Score -8.734075e+07 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 122108 members 
Mstep: Class 2 contains 8337 members 
Mstep: Class 3 contains 121866 members 
Mstep: Class 4 contains 13304 members 
Mstep: Class 5 contains 88080 members 
Mstep: Class 6 contains 120341 members 
Mstep: Class 7 contains 24915 members 
Mstep: Class 8 contains 4637 members 
Mstep: Class 9 contains 78466 members 
Mstep: Class 10 contains 112656 members 
Mstep: Class 11 contains 122772 members 
Mstep: Class 12 contains 10954 members 
Mstep: Class 13 contains 93397 members 
Mstep: Class 14 contains 162653 members 
Mstep: Class 15 contains 94978 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 17 contains 8848 members 
Mstep: Class 18 contains 101400 members 
Mstep: Class 19 contains 92154 members 
Mstep: Class 20 contains 157095 members 
Mstep: Class 21 contains 87646 members 
Mstep: Class 22 contains 14684 members 
Mstep: Class 23 contains 86866 members 
Entering Unmasked Estep 
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Iteration 95Q: 24 clusters Score -8.734101e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 123600 members 
Mstep: Class 2 contains 8409 members 
Mstep: Class 3 contains 120835 members 
Mstep: Class 4 contains 13275 members 
Mstep: Class 5 contains 87966 members 
Mstep: Class 6 contains 120622 members 
Mstep: Class 7 contains 25655 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 9 contains 78413 members 
Mstep: Class 10 contains 112668 members 
Mstep: Class 11 contains 122468 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 92795 members 
Mstep: Class 14 contains 162774 members 
Mstep: Class 15 contains 94911 members 
Mstep: Class 16 contains 2079 members 
Mstep: Class 17 contains 8936 members 
Mstep: Class 18 contains 101057 members 
Mstep: Class 19 contains 91874 members 
Mstep: Class 20 contains 157063 members 
Mstep: Class 21 contains 87829 members 
Mstep: Class 22 contains 14779 members 
Mstep: Class 23 contains 86550 members 
Entering Unmasked Estep 
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Iteration 96Q: 24 clusters Score -8.734162e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 124950 members 
Mstep: Class 2 contains 8471 members 
Mstep: Class 3 contains 119886 members 
Mstep: Class 4 contains 13254 members 
Mstep: Class 5 contains 87952 members 
Mstep: Class 6 contains 120868 members 
Mstep: Class 7 contains 26334 members 
Mstep: Class 8 contains 4750 members 
Mstep: Class 9 contains 78386 members 
Mstep: Class 10 contains 112673 members 
Mstep: Class 11 contains 122163 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 92201 members 
Mstep: Class 14 contains 162929 members 
Mstep: Class 15 contains 94818 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 9016 members 
Mstep: Class 18 contains 100721 members 
Mstep: Class 19 contains 91656 members 
Mstep: Class 20 contains 157106 members 
Mstep: Class 21 contains 87957 members 
Mstep: Class 22 contains 14890 members 
Mstep: Class 23 contains 86170 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -8.734242e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 126149 members 
Mstep: Class 2 contains 8523 members 
Mstep: Class 3 contains 118946 members 
Mstep: Class 4 contains 13245 members 
Mstep: Class 5 contains 87994 members 
Mstep: Class 6 contains 121106 members 
Mstep: Class 7 contains 26995 members 
Mstep: Class 8 contains 4814 members 
Mstep: Class 9 contains 78340 members 
Mstep: Class 10 contains 112642 members 
Mstep: Class 11 contains 121867 members 
Mstep: Class 12 contains 11016 members 
Mstep: Class 13 contains 91636 members 
Mstep: Class 14 contains 163113 members 
Mstep: Class 15 contains 94742 members 
Mstep: Class 16 contains 2084 members 
Mstep: Class 17 contains 9089 members 
Mstep: Class 18 contains 100375 members 
Mstep: Class 19 contains 91539 members 
Mstep: Class 20 contains 157102 members 
Mstep: Class 21 contains 88064 members 
Mstep: Class 22 contains 15018 members 
Mstep: Class 23 contains 85822 members 
Entering Unmasked Estep 
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Iteration 98Q: 24 clusters Score -8.734366e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 127256 members 
Mstep: Class 2 contains 8562 members 
Mstep: Class 3 contains 118086 members 
Mstep: Class 4 contains 13213 members 
Mstep: Class 5 contains 88080 members 
Mstep: Class 6 contains 121294 members 
Mstep: Class 7 contains 27640 members 
Mstep: Class 8 contains 4869 members 
Mstep: Class 9 contains 78299 members 
Mstep: Class 10 contains 112610 members 
Mstep: Class 11 contains 121575 members 
Mstep: Class 12 contains 11040 members 
Mstep: Class 13 contains 91112 members 
Mstep: Class 14 contains 163280 members 
Mstep: Class 15 contains 94671 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 9155 members 
Mstep: Class 18 contains 100053 members 
Mstep: Class 19 contains 91435 members 
Mstep: Class 20 contains 157084 members 
Mstep: Class 21 contains 88197 members 
Mstep: Class 22 contains 15150 members 
Mstep: Class 23 contains 85460 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -8.734414e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 128280 members 
Mstep: Class 2 contains 8613 members 
Mstep: Class 3 contains 117277 members 
Mstep: Class 4 contains 13136 members 
Mstep: Class 5 contains 88165 members 
Mstep: Class 6 contains 121459 members 
Mstep: Class 7 contains 28288 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 78257 members 
Mstep: Class 10 contains 112588 members 
Mstep: Class 11 contains 121266 members 
Mstep: Class 12 contains 11063 members 
Mstep: Class 13 contains 90631 members 
Mstep: Class 14 contains 163428 members 
Mstep: Class 15 contains 94620 members 
Mstep: Class 16 contains 2120 members 
Mstep: Class 17 contains 9198 members 
Mstep: Class 18 contains 99743 members 
Mstep: Class 19 contains 91403 members 
Mstep: Class 20 contains 157035 members 
Mstep: Class 21 contains 88339 members 
Mstep: Class 22 contains 15293 members 
Mstep: Class 23 contains 85089 members 
Entering Unmasked Estep 
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Iteration 100F: 24 clusters Score -8.734535e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 129184 members 
Mstep: Class 2 contains 8655 members 
Mstep: Class 3 contains 116265 members 
Mstep: Class 4 contains 13363 members 
Mstep: Class 5 contains 88238 members 
Mstep: Class 6 contains 121581 members 
Mstep: Class 7 contains 28928 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 78248 members 
Mstep: Class 10 contains 112550 members 
Mstep: Class 11 contains 120871 members 
Mstep: Class 12 contains 11256 members 
Mstep: Class 13 contains 90247 members 
Mstep: Class 14 contains 163584 members 
Mstep: Class 15 contains 94576 members 
Mstep: Class 16 contains 2136 members 
Mstep: Class 17 contains 9235 members 
Mstep: Class 18 contains 99418 members 
Mstep: Class 19 contains 91385 members 
Mstep: Class 20 contains 157038 members 
Mstep: Class 21 contains 88323 members 
Mstep: Class 22 contains 15428 members 
Mstep: Class 23 contains 84726 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -8.734582e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 129969 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 115160 members 
Mstep: Class 4 contains 13590 members 
Mstep: Class 5 contains 88402 members 
Mstep: Class 6 contains 121752 members 
Mstep: Class 7 contains 29534 members 
Mstep: Class 8 contains 5058 members 
Mstep: Class 9 contains 78244 members 
Mstep: Class 10 contains 112478 members 
Mstep: Class 11 contains 120545 members 
Mstep: Class 12 contains 11441 members 
Mstep: Class 13 contains 89866 members 
Mstep: Class 14 contains 163730 members 
Mstep: Class 15 contains 94540 members 
Mstep: Class 16 contains 2147 members 
Mstep: Class 17 contains 9262 members 
Mstep: Class 18 contains 99142 members 
Mstep: Class 19 contains 91496 members 
Mstep: Class 20 contains 157068 members 
Mstep: Class 21 contains 88214 members 
Mstep: Class 22 contains 15541 members 
Mstep: Class 23 contains 84348 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -8.734601e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 130693 members 
Mstep: Class 2 contains 8729 members 
Mstep: Class 3 contains 114084 members 
Mstep: Class 4 contains 13796 members 
Mstep: Class 5 contains 88583 members 
Mstep: Class 6 contains 121919 members 
Mstep: Class 7 contains 30138 members 
Mstep: Class 8 contains 5134 members 
Mstep: Class 9 contains 78228 members 
Mstep: Class 10 contains 112432 members 
Mstep: Class 11 contains 120208 members 
Mstep: Class 12 contains 11644 members 
Mstep: Class 13 contains 89504 members 
Mstep: Class 14 contains 163882 members 
Mstep: Class 15 contains 94516 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 9301 members 
Mstep: Class 18 contains 98882 members 
Mstep: Class 19 contains 91661 members 
Mstep: Class 20 contains 157056 members 
Mstep: Class 21 contains 88029 members 
Mstep: Class 22 contains 15662 members 
Mstep: Class 23 contains 83989 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -8.734607e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 131329 members 
Mstep: Class 2 contains 8778 members 
Mstep: Class 3 contains 113035 members 
Mstep: Class 4 contains 13964 members 
Mstep: Class 5 contains 88803 members 
Mstep: Class 6 contains 122113 members 
Mstep: Class 7 contains 30774 members 
Mstep: Class 8 contains 5211 members 
Mstep: Class 9 contains 78220 members 
Mstep: Class 10 contains 112325 members 
Mstep: Class 11 contains 119850 members 
Mstep: Class 12 contains 11840 members 
Mstep: Class 13 contains 89156 members 
Mstep: Class 14 contains 164015 members 
Mstep: Class 15 contains 94504 members 
Mstep: Class 16 contains 2159 members 
Mstep: Class 17 contains 9339 members 
Mstep: Class 18 contains 98644 members 
Mstep: Class 19 contains 91834 members 
Mstep: Class 20 contains 157079 members 
Mstep: Class 21 contains 87837 members 
Mstep: Class 22 contains 15794 members 
Mstep: Class 23 contains 83616 members 
Entering Unmasked Estep 
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Iteration 104Q: 24 clusters Score -8.734706e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 131909 members 
Mstep: Class 2 contains 8817 members 
Mstep: Class 3 contains 112034 members 
Mstep: Class 4 contains 14093 members 
Mstep: Class 5 contains 89101 members 
Mstep: Class 6 contains 122308 members 
Mstep: Class 7 contains 31425 members 
Mstep: Class 8 contains 5297 members 
Mstep: Class 9 contains 78209 members 
Mstep: Class 10 contains 112238 members 
Mstep: Class 11 contains 119411 members 
Mstep: Class 12 contains 12054 members 
Mstep: Class 13 contains 88796 members 
Mstep: Class 14 contains 164158 members 
Mstep: Class 15 contains 94489 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 98407 members 
Mstep: Class 19 contains 92098 members 
Mstep: Class 20 contains 157128 members 
Mstep: Class 21 contains 87555 members 
Mstep: Class 22 contains 15925 members 
Mstep: Class 23 contains 83232 members 
Entering Unmasked Estep 
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Iteration 105Q: 24 clusters Score -8.734746e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 132454 members 
Mstep: Class 2 contains 8841 members 
Mstep: Class 3 contains 111026 members 
Mstep: Class 4 contains 14227 members 
Mstep: Class 5 contains 89499 members 
Mstep: Class 6 contains 122506 members 
Mstep: Class 7 contains 32071 members 
Mstep: Class 8 contains 5370 members 
Mstep: Class 9 contains 78193 members 
Mstep: Class 10 contains 112142 members 
Mstep: Class 11 contains 118850 members 
Mstep: Class 12 contains 12232 members 
Mstep: Class 13 contains 88440 members 
Mstep: Class 14 contains 164298 members 
Mstep: Class 15 contains 94489 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 9413 members 
Mstep: Class 18 contains 98176 members 
Mstep: Class 19 contains 92422 members 
Mstep: Class 20 contains 157124 members 
Mstep: Class 21 contains 87281 members 
Mstep: Class 22 contains 16062 members 
Mstep: Class 23 contains 82933 members 
Entering Unmasked Estep 
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Iteration 106Q: 24 clusters Score -8.734775e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 133015 members 
Mstep: Class 2 contains 8878 members 
Mstep: Class 3 contains 110061 members 
Mstep: Class 4 contains 14344 members 
Mstep: Class 5 contains 89929 members 
Mstep: Class 6 contains 122698 members 
Mstep: Class 7 contains 32703 members 
Mstep: Class 8 contains 5441 members 
Mstep: Class 9 contains 78216 members 
Mstep: Class 10 contains 111988 members 
Mstep: Class 11 contains 118249 members 
Mstep: Class 12 contains 12398 members 
Mstep: Class 13 contains 88055 members 
Mstep: Class 14 contains 164493 members 
Mstep: Class 15 contains 94478 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 9457 members 
Mstep: Class 18 contains 97944 members 
Mstep: Class 19 contains 92787 members 
Mstep: Class 20 contains 157102 members 
Mstep: Class 21 contains 87016 members 
Mstep: Class 22 contains 16197 members 
Mstep: Class 23 contains 82593 members 
Entering Unmasked Estep 
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Iteration 107Q: 24 clusters Score -8.734817e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 133473 members 
Mstep: Class 2 contains 8925 members 
Mstep: Class 3 contains 109132 members 
Mstep: Class 4 contains 14448 members 
Mstep: Class 5 contains 90446 members 
Mstep: Class 6 contains 122855 members 
Mstep: Class 7 contains 33361 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 78241 members 
Mstep: Class 10 contains 111840 members 
Mstep: Class 11 contains 117629 members 
Mstep: Class 12 contains 12564 members 
Mstep: Class 13 contains 87676 members 
Mstep: Class 14 contains 164682 members 
Mstep: Class 15 contains 94437 members 
Mstep: Class 16 contains 2187 members 
Mstep: Class 17 contains 9493 members 
Mstep: Class 18 contains 97763 members 
Mstep: Class 19 contains 93111 members 
Mstep: Class 20 contains 157074 members 
Mstep: Class 21 contains 86730 members 
Mstep: Class 22 contains 16335 members 
Mstep: Class 23 contains 82300 members 
Entering Unmasked Estep 
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Iteration 108Q: 24 clusters Score -8.734906e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 133906 members 
Mstep: Class 2 contains 8972 members 
Mstep: Class 3 contains 108171 members 
Mstep: Class 4 contains 14526 members 
Mstep: Class 5 contains 91096 members 
Mstep: Class 6 contains 122978 members 
Mstep: Class 7 contains 34032 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 78237 members 
Mstep: Class 10 contains 111656 members 
Mstep: Class 11 contains 116955 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 87317 members 
Mstep: Class 14 contains 164841 members 
Mstep: Class 15 contains 94408 members 
Mstep: Class 16 contains 2200 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 97595 members 
Mstep: Class 19 contains 93444 members 
Mstep: Class 20 contains 157124 members 
Mstep: Class 21 contains 86483 members 
Mstep: Class 22 contains 16478 members 
Mstep: Class 23 contains 81965 members 
Entering Unmasked Estep 
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Iteration 109Q: 24 clusters Score -8.734994e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 134296 members 
Mstep: Class 2 contains 9020 members 
Mstep: Class 3 contains 107188 members 
Mstep: Class 4 contains 14589 members 
Mstep: Class 5 contains 91703 members 
Mstep: Class 6 contains 123103 members 
Mstep: Class 7 contains 34685 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 78234 members 
Mstep: Class 10 contains 111459 members 
Mstep: Class 11 contains 116440 members 
Mstep: Class 12 contains 12826 members 
Mstep: Class 13 contains 86965 members 
Mstep: Class 14 contains 165003 members 
Mstep: Class 15 contains 94385 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 9591 members 
Mstep: Class 18 contains 97418 members 
Mstep: Class 19 contains 93837 members 
Mstep: Class 20 contains 157153 members 
Mstep: Class 21 contains 86246 members 
Mstep: Class 22 contains 16612 members 
Mstep: Class 23 contains 81623 members 
Entering Unmasked Estep 
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Iteration 110Q: 24 clusters Score -8.735089e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 134632 members 
Mstep: Class 2 contains 9060 members 
Mstep: Class 3 contains 106257 members 
Mstep: Class 4 contains 14614 members 
Mstep: Class 5 contains 92327 members 
Mstep: Class 6 contains 123230 members 
Mstep: Class 7 contains 35308 members 
Mstep: Class 8 contains 5693 members 
Mstep: Class 9 contains 78228 members 
Mstep: Class 10 contains 111243 members 
Mstep: Class 11 contains 115956 members 
Mstep: Class 12 contains 12949 members 
Mstep: Class 13 contains 86616 members 
Mstep: Class 14 contains 165146 members 
Mstep: Class 15 contains 94325 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 9642 members 
Mstep: Class 18 contains 97321 members 
Mstep: Class 19 contains 94240 members 
Mstep: Class 20 contains 157167 members 
Mstep: Class 21 contains 86016 members 
Mstep: Class 22 contains 16778 members 
Mstep: Class 23 contains 81260 members 
Entering Unmasked Estep 
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Iteration 111Q: 24 clusters Score -8.735112e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 135001 members 
Mstep: Class 2 contains 9093 members 
Mstep: Class 3 contains 105381 members 
Mstep: Class 4 contains 14586 members 
Mstep: Class 5 contains 92944 members 
Mstep: Class 6 contains 123331 members 
Mstep: Class 7 contains 35873 members 
Mstep: Class 8 contains 5742 members 
Mstep: Class 9 contains 78234 members 
Mstep: Class 10 contains 111117 members 
Mstep: Class 11 contains 115459 members 
Mstep: Class 12 contains 13067 members 
Mstep: Class 13 contains 86278 members 
Mstep: Class 14 contains 165267 members 
Mstep: Class 15 contains 94286 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 9696 members 
Mstep: Class 18 contains 97224 members 
Mstep: Class 19 contains 94589 members 
Mstep: Class 20 contains 157217 members 
Mstep: Class 21 contains 85818 members 
Mstep: Class 22 contains 16922 members 
Mstep: Class 23 contains 80880 members 
Entering Unmasked Estep 
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Iteration 112Q: 24 clusters Score -8.735146e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 135356 members 
Mstep: Class 2 contains 9121 members 
Mstep: Class 3 contains 104502 members 
Mstep: Class 4 contains 14534 members 
Mstep: Class 5 contains 93588 members 
Mstep: Class 6 contains 123428 members 
Mstep: Class 7 contains 36454 members 
Mstep: Class 8 contains 5782 members 
Mstep: Class 9 contains 78237 members 
Mstep: Class 10 contains 110969 members 
Mstep: Class 11 contains 114960 members 
Mstep: Class 12 contains 13172 members 
Mstep: Class 13 contains 85963 members 
Mstep: Class 14 contains 165397 members 
Mstep: Class 15 contains 94265 members 
Mstep: Class 16 contains 2219 members 
Mstep: Class 17 contains 9735 members 
Mstep: Class 18 contains 97142 members 
Mstep: Class 19 contains 94944 members 
Mstep: Class 20 contains 157255 members 
Mstep: Class 21 contains 85611 members 
Mstep: Class 22 contains 17091 members 
Mstep: Class 23 contains 80493 members 
Entering Unmasked Estep 
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Iteration 113Q: 24 clusters Score -8.735204e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 135580 members 
Mstep: Class 2 contains 9140 members 
Mstep: Class 3 contains 103637 members 
Mstep: Class 4 contains 14471 members 
Mstep: Class 5 contains 94274 members 
Mstep: Class 6 contains 123521 members 
Mstep: Class 7 contains 37098 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 78239 members 
Mstep: Class 10 contains 110835 members 
Mstep: Class 11 contains 114483 members 
Mstep: Class 12 contains 13269 members 
Mstep: Class 13 contains 85726 members 
Mstep: Class 14 contains 165478 members 
Mstep: Class 15 contains 94240 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 9769 members 
Mstep: Class 18 contains 97099 members 
Mstep: Class 19 contains 95228 members 
Mstep: Class 20 contains 157230 members 
Mstep: Class 21 contains 85426 members 
Mstep: Class 22 contains 17253 members 
Mstep: Class 23 contains 80178 members 
Entering Unmasked Estep 
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Iteration 114Q: 24 clusters Score -8.735254e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 135780 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 102804 members 
Mstep: Class 4 contains 14428 members 
Mstep: Class 5 contains 94974 members 
Mstep: Class 6 contains 123631 members 
Mstep: Class 7 contains 37764 members 
Mstep: Class 8 contains 5854 members 
Mstep: Class 9 contains 78255 members 
Mstep: Class 10 contains 110677 members 
Mstep: Class 11 contains 113986 members 
Mstep: Class 12 contains 13355 members 
Mstep: Class 13 contains 85474 members 
Mstep: Class 14 contains 165571 members 
Mstep: Class 15 contains 94219 members 
Mstep: Class 16 contains 2229 members 
Mstep: Class 17 contains 9794 members 
Mstep: Class 18 contains 97022 members 
Mstep: Class 19 contains 95515 members 
Mstep: Class 20 contains 157217 members 
Mstep: Class 21 contains 85249 members 
Mstep: Class 22 contains 17393 members 
Mstep: Class 23 contains 79871 members 
Entering Unmasked Estep 
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Iteration 115Q: 24 clusters Score -8.735282e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 135939 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 101963 members 
Mstep: Class 4 contains 14365 members 
Mstep: Class 5 contains 95681 members 
Mstep: Class 6 contains 123724 members 
Mstep: Class 7 contains 38376 members 
Mstep: Class 8 contains 5887 members 
Mstep: Class 9 contains 78263 members 
Mstep: Class 10 contains 110509 members 
Mstep: Class 11 contains 113550 members 
Mstep: Class 12 contains 13427 members 
Mstep: Class 13 contains 85262 members 
Mstep: Class 14 contains 165620 members 
Mstep: Class 15 contains 94183 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 9818 members 
Mstep: Class 18 contains 96958 members 
Mstep: Class 19 contains 95859 members 
Mstep: Class 20 contains 157241 members 
Mstep: Class 21 contains 85083 members 
Mstep: Class 22 contains 17519 members 
Mstep: Class 23 contains 79606 members 
Entering Unmasked Estep 
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Iteration 116Q: 24 clusters Score -8.73531e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 136120 members 
Mstep: Class 2 contains 9168 members 
Mstep: Class 3 contains 101082 members 
Mstep: Class 4 contains 14303 members 
Mstep: Class 5 contains 96424 members 
Mstep: Class 6 contains 123799 members 
Mstep: Class 7 contains 38969 members 
Mstep: Class 8 contains 5916 members 
Mstep: Class 9 contains 78276 members 
Mstep: Class 10 contains 110332 members 
Mstep: Class 11 contains 113111 members 
Mstep: Class 12 contains 13505 members 
Mstep: Class 13 contains 85112 members 
Mstep: Class 14 contains 165665 members 
Mstep: Class 15 contains 94141 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 9818 members 
Mstep: Class 18 contains 96876 members 
Mstep: Class 19 contains 96201 members 
Mstep: Class 20 contains 157282 members 
Mstep: Class 21 contains 84917 members 
Mstep: Class 22 contains 17651 members 
Mstep: Class 23 contains 79314 members 
Entering Unmasked Estep 
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Iteration 117Q: 24 clusters Score -8.735397e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136242 members 
Mstep: Class 2 contains 9177 members 
Mstep: Class 3 contains 100242 members 
Mstep: Class 4 contains 14232 members 
Mstep: Class 5 contains 97168 members 
Mstep: Class 6 contains 123880 members 
Mstep: Class 7 contains 39551 members 
Mstep: Class 8 contains 5952 members 
Mstep: Class 9 contains 78306 members 
Mstep: Class 10 contains 110187 members 
Mstep: Class 11 contains 112680 members 
Mstep: Class 12 contains 13577 members 
Mstep: Class 13 contains 84932 members 
Mstep: Class 14 contains 165716 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 9818 members 
Mstep: Class 18 contains 96787 members 
Mstep: Class 19 contains 96544 members 
Mstep: Class 20 contains 157316 members 
Mstep: Class 21 contains 84745 members 
Mstep: Class 22 contains 17755 members 
Mstep: Class 23 contains 79057 members 
Entering Unmasked Estep 
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Iteration 118Q: 24 clusters Score -8.735429e+07 nChanged 6682
Entering ConstructFrom: 
Score: -87354288.000000 Penalty: 15031.714844
Entering ConstructFrom: 
Trying to split cluster 1 (136322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136322 members 
Entering Unmasked Estep 
Score: -7352126.500000 Penalty: 537.936279
	Iteration 0F: 2 clusters Score -7352126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68098 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -7267679.500000 Penalty: 1075.872559
	Iteration 0F: 3 clusters Score -7267680 nChanged 66739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 69317 members 
Entering Unmasked Estep 
Score: -7309189.000000 Penalty: 1075.872559
	Iteration 1F: 3 clusters Score -7309189 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -7310806.000000 Penalty: 1075.872559
	Iteration 2Q: 3 clusters Score -7310806 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -7313489.500000 Penalty: 1075.872559
	Iteration 3Q: 3 clusters Score -7313490 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65786 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -7318163.000000 Penalty: 1075.872559
	Iteration 4F: 3 clusters Score -7318163 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -7325174.000000 Penalty: 1075.872559
	Iteration 5F: 3 clusters Score -7325174 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -7331723.500000 Penalty: 1075.872559
	Iteration 6F: 3 clusters Score -7331724 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -7334584.500000 Penalty: 1075.872559
	Iteration 7F: 3 clusters Score -7334584 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65313 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -7335228.500000 Penalty: 1075.872559
	Iteration 8Q: 3 clusters Score -7335228 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -7335492.500000 Penalty: 1075.872559
	Iteration 9Q: 3 clusters Score -7335492 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7335648 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -7335749.000000 Penalty: 1075.872559
	Iteration 11Q: 3 clusters Score -7335749 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7335874 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7335978 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -7336122.500000 Penalty: 1075.872559
	Iteration 14Q: 3 clusters Score -7336122 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -7336268.000000 Penalty: 1075.872559
	Iteration 15Q: 3 clusters Score -7336268 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -7336434.500000 Penalty: 1075.872559
	Iteration 16Q: 3 clusters Score -7336434 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -7336657.000000 Penalty: 1075.872559
	Iteration 17Q: 3 clusters Score -7336657 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -7336814.500000 Penalty: 1075.872559
	Iteration 18Q: 3 clusters Score -7336814 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -7337002.500000 Penalty: 1075.872559
	Iteration 19Q: 3 clusters Score -7337002 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -7337200.000000 Penalty: 1075.872559
	Iteration 20F: 3 clusters Score -7337200 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -7337365.500000 Penalty: 1075.872559
	Iteration 21Q: 3 clusters Score -7337366 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7337498 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7337658 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 78358 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7337795 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7337942 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 80062 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7338006 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 80946 members 
Entering Unmasked Estep 
Score: -7338129.000000 Penalty: 1075.872559
	Iteration 27Q: 3 clusters Score -7338129 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -7338259.000000 Penalty: 1075.872559
	Iteration 28Q: 3 clusters Score -7338259 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -7338406.500000 Penalty: 1075.872559
	Iteration 29Q: 3 clusters Score -7338406 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7338566 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -7338663.500000 Penalty: 1075.872559
	Iteration 31Q: 3 clusters Score -7338664 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7339020 nChanged 1052
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Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7339176 nChanged 1034
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Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7339260 nChanged 1051
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7339360 nChanged 1042
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Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 92249 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7339580 nChanged 1058
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7339707 nChanged 997
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Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 93930 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7339858 nChanged 952
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Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7339967 nChanged 933
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Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7340052 nChanged 910
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Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 96171 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 96937 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 98591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 99393 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7340815 nChanged 952
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Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 100155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 101533 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7341284 nChanged 876
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Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 104357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 105082 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7342274 nChanged 812
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Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 105772 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 106352 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7342622 nChanged 718
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Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 106972 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 107588 members 
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Mstep: Class 2 contains 108163 members 
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Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 108754 members 
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Mstep: Class 2 contains 110275 members 
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Mstep: Class 2 contains 110736 members 
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Mstep: Class 2 contains 111178 members 
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Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 112044 members 
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Mstep: Class 2 contains 112491 members 
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Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 112924 members 
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Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 113344 members 
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Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 113740 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22240 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 114443 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21521 members 
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Mstep: Class 2 contains 115160 members 
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Mstep: Class 1 contains 20831 members 
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Mstep: Class 1 contains 20501 members 
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Mstep: Class 1 contains 20181 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 116453 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 117075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 117368 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7345302 nChanged 283
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Mstep: Class 1 contains 18671 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 117934 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18117 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 118480 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17584 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 118994 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 119220 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16881 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 119658 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 119878 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16225 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16011 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 120529 members 
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Mstep: Class 1 contains 15585 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7345962 nChanged 229
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Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 120966 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 121177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 121396 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7346094 nChanged 204
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Mstep: Class 1 contains 14726 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7346132 nChanged 198
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Mstep: Class 1 contains 14528 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 121995 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 122190 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 122384 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 122575 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 122782 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 123173 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 123360 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7346546 nChanged 180
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Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 123540 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7346634 nChanged 175
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Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 123715 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7346680 nChanged 184
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Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 123899 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7346762 nChanged 187
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7346794 nChanged 167
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7346844 nChanged 163
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	Iteration 117Q: 3 clusters Score -7346896 nChanged 151
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Mstep: Class 1 contains 11755 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7346956 nChanged 149
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7347020 nChanged 134
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Mstep: Class 1 contains 11472 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7347063 nChanged 132
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	Iteration 121Q: 3 clusters Score -7347116 nChanged 134
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	Iteration 122Q: 3 clusters Score -7347183 nChanged 134
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 125396 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7347258 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 125556 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7347297 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 125732 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7347358 nChanged 191
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Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 125923 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7347420 nChanged 205
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Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 126126 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7347488 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 126341 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7347560 nChanged 215
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 126554 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7347648 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 126748 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7347740 nChanged 203
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 126949 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7347840 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 127149 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7347903 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 127346 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7347967 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 127529 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7348030 nChanged 177
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Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 127706 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7348112 nChanged 161
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Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 127865 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7348197 nChanged 143
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Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 128006 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7348266 nChanged 144
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Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 128150 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7348310 nChanged 132
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Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 128280 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7348360 nChanged 149
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Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 128429 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7348420 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 128582 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7348479 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 128756 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7348556 nChanged 179
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Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 128935 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7348638 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 129123 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7348680 nChanged 191
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Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 129312 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7348752 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 129508 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7348816 nChanged 171
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Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 129675 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7348886 nChanged 198
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Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 129869 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7348977 nChanged 198
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Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 130063 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7349038 nChanged 204
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Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 130265 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7349136 nChanged 201
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Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 130462 members 
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Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 130665 members 
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Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 130875 members 
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	Iteration 154Q: 3 clusters Score -7349439 nChanged 193
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Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 131066 members 
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Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 131281 members 
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Mstep: Class 1 contains 4840 members 
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	Iteration 157Q: 3 clusters Score -7349730 nChanged 190
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Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 131670 members 
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	Iteration 158Q: 3 clusters Score -7349802 nChanged 170
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Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 131838 members 
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	Iteration 159Q: 3 clusters Score -7349848 nChanged 164
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Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 132002 members 
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	Iteration 160F: 3 clusters Score -7349920 nChanged 155
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Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 132155 members 
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	Iteration 161Q: 3 clusters Score -7349982 nChanged 142
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Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 132293 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7350042 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 132434 members 
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	Iteration 163Q: 3 clusters Score -7350116 nChanged 150
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Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 132584 members 
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	Iteration 164Q: 3 clusters Score -7350205 nChanged 157
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Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 132735 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7350269 nChanged 135
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Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 132862 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7350348 nChanged 137
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Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 132989 members 
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	Iteration 167Q: 3 clusters Score -7350426 nChanged 128
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Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 133115 members 
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	Iteration 168Q: 3 clusters Score -7350498 nChanged 126
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Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 133239 members 
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	Iteration 169Q: 3 clusters Score -7350564 nChanged 120
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Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 133353 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7350623 nChanged 110
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Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 133451 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -7350700 nChanged 114
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Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 133555 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7350732 nChanged 134
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Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 133683 members 
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	Iteration 173Q: 3 clusters Score -7350814 nChanged 141
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Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 133816 members 
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	Iteration 174Q: 3 clusters Score -7350899 nChanged 113
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Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 133925 members 
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	Iteration 175Q: 3 clusters Score -7350950 nChanged 92
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Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 134015 members 
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	Iteration 176Q: 3 clusters Score -7351013 nChanged 90
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Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 134099 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7351068 nChanged 88
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Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 134181 members 
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	Iteration 178Q: 3 clusters Score -7351100 nChanged 86
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Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 134265 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7351134 nChanged 77
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Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 134340 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -7351191 nChanged 77
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Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 134407 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7351204 nChanged 78
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Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 134479 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7351264 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 134551 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7351302 nChanged 78
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Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 134623 members 
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	Iteration 184Q: 3 clusters Score -7351361 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 134680 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -7351396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 134729 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -7351434 nChanged 49
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Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 134772 members 
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	Iteration 187Q: 3 clusters Score -7351457 nChanged 31
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Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 134797 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -7351456 nChanged 33
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Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 134826 members 
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	Iteration 189Q: 3 clusters Score -7351486 nChanged 30
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Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 134854 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7351474 nChanged 26
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Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 134880 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -7351491 nChanged 25
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Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 134903 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -7351507 nChanged 21
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Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 134922 members 
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	Iteration 193Q: 3 clusters Score -7351516 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 134944 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -7351540 nChanged 17
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Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 134959 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -7351556 nChanged 18
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Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 134975 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -7351568 nChanged 17
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Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 134990 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -7351580 nChanged 16
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Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -7351581 nChanged 7
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	Iteration 199Q: 3 clusters Score -7351583 nChanged 6
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Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 135017 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -7351591 nChanged 2
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Mstep: Class 1 contains 1303 members 
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	Iteration 201Q: 3 clusters Score -7351590 nChanged 4
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Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 135023 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7351587 nChanged 3
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Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 135026 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -7351586 nChanged 1
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Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 135027 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -7351586 nChanged 2
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Mstep: Class 1 contains 1293 members 
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	Iteration 205Q: 3 clusters Score -7351586 nChanged 1
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Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 135030 members 
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	Iteration 206Q: 3 clusters Score -7351586 nChanged 2
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Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 135032 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -7351586 nChanged 5
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Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 135037 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -7351584 nChanged 2
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Mstep: Class 1 contains 1283 members 
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	Iteration 209Q: 3 clusters Score -7351588 nChanged 2
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Mstep: Class 1 contains 1281 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -7351592 nChanged 3
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Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 135042 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7351598 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 135046 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -7351601 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 135051 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -7351606 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 135055 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -7351618 nChanged 6
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Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 135059 members 
Entering Unmasked Estep 
Score: -7351616.000000 Penalty: 1075.872559
	Iteration 215Q: 3 clusters Score -7351616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 135061 members 
Entering Unmasked Estep 
Score: -7351617.500000 Penalty: 1075.872559
	Iteration 216Q: 3 clusters Score -7351618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 135064 members 
Entering Unmasked Estep 
Score: -7351621.000000 Penalty: 1075.872559
	Iteration 217Q: 3 clusters Score -7351621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -7351624.000000 Penalty: 1075.872559
	Iteration 218Q: 3 clusters Score -7351624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 135069 members 
Entering Unmasked Estep 
Score: -7351627.000000 Penalty: 1075.872559
	Iteration 219Q: 3 clusters Score -7351627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 135071 members 
Entering Unmasked Estep 
Score: -7351626.500000 Penalty: 1075.872559
	Iteration 220F: 3 clusters Score -7351626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 135070 members 
Entering Unmasked Estep 
Score: -7351633.500000 Penalty: 1075.872559
	Iteration 221Q: 3 clusters Score -7351634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 135071 members 
Entering Unmasked Estep 
Score: -7351635.000000 Penalty: 1075.872559
	Iteration 222Q: 3 clusters Score -7351635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 135071 members 
Entering Unmasked Estep 
Score: -7351635.000000 Penalty: 1075.872559
	Iteration 223F: 3 clusters Score -7351635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Entering Unmasked Estep 
Score: -503823.250000 Penalty: 415.167664
	Iteration 0F: 2 clusters Score -503823.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -497676.312500 Penalty: 830.335327
	Iteration 0F: 3 clusters Score -497676.3 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -500095.375000 Penalty: 830.335327
	Iteration 1F: 3 clusters Score -500095.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -500374.218750 Penalty: 830.335327
	Iteration 2F: 3 clusters Score -500374.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -500801.156250 Penalty: 830.335327
	Iteration 3F: 3 clusters Score -500801.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -501346.187500 Penalty: 830.335327
	Iteration 4F: 3 clusters Score -501346.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -501912.593750 Penalty: 830.335327
	Iteration 5F: 3 clusters Score -501912.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -502431.406250 Penalty: 830.335327
	Iteration 6F: 3 clusters Score -502431.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -502816.250000 Penalty: 830.335327
	Iteration 7Q: 3 clusters Score -502816.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -503021.312500 Penalty: 830.335327
	Iteration 8Q: 3 clusters Score -503021.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -503135.093750 Penalty: 830.335327
	Iteration 9Q: 3 clusters Score -503135.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -503211.781250 Penalty: 830.335327
	Iteration 10Q: 3 clusters Score -503211.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -503263.875000 Penalty: 830.335327
	Iteration 11Q: 3 clusters Score -503263.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -503304.718750 Penalty: 830.335327
	Iteration 12Q: 3 clusters Score -503304.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -503339.437500 Penalty: 830.335327
	Iteration 13Q: 3 clusters Score -503339.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -503379.875000 Penalty: 830.335327
	Iteration 14Q: 3 clusters Score -503379.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -503403.000000 Penalty: 830.335327
	Iteration 15Q: 3 clusters Score -503403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -503417.500000 Penalty: 830.335327
	Iteration 16Q: 3 clusters Score -503417.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -503429.250000 Penalty: 830.335327
	Iteration 17Q: 3 clusters Score -503429.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -503437.062500 Penalty: 830.335327
	Iteration 18Q: 3 clusters Score -503437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -503444.375000 Penalty: 830.335327
	Iteration 19Q: 3 clusters Score -503444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -503451.812500 Penalty: 830.335327
	Iteration 20F: 3 clusters Score -503451.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -503458.437500 Penalty: 830.335327
	Iteration 21Q: 3 clusters Score -503458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -503462.562500 Penalty: 830.335327
	Iteration 22Q: 3 clusters Score -503462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -503463.718750 Penalty: 830.335327
	Iteration 23Q: 3 clusters Score -503463.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -503464.656250 Penalty: 830.335327
	Iteration 24Q: 3 clusters Score -503464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -503465.375000 Penalty: 830.335327
	Iteration 25Q: 3 clusters Score -503465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -503465.375000 Penalty: 830.335327
	Iteration 26F: 3 clusters Score -503465.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Entering Unmasked Estep 
Score: -5431160.000000 Penalty: 523.584900
	Iteration 0F: 2 clusters Score -5431160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -5366202.000000 Penalty: 1047.169800
	Iteration 0F: 3 clusters Score -5366202 nChanged 48467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -5395040.000000 Penalty: 1047.169800
	Iteration 1F: 3 clusters Score -5395040 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -5396937.500000 Penalty: 1047.169800
	Iteration 2Q: 3 clusters Score -5396938 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 66423 members 
Entering Unmasked Estep 
Score: -5400622.500000 Penalty: 1047.169800
	Iteration 3F: 3 clusters Score -5400622 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -5407246.000000 Penalty: 1047.169800
	Iteration 4F: 3 clusters Score -5407246 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -5416487.500000 Penalty: 1047.169800
	Iteration 5F: 3 clusters Score -5416488 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -5424686.500000 Penalty: 1047.169800
	Iteration 6F: 3 clusters Score -5424686 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -5429058.500000 Penalty: 1047.169800
	Iteration 7Q: 3 clusters Score -5429058 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 98896 members 
Entering Unmasked Estep 
Score: -5430317.500000 Penalty: 1047.169800
	Iteration 8Q: 3 clusters Score -5430318 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 99268 members 
Entering Unmasked Estep 
Score: -5430581.000000 Penalty: 1047.169800
	Iteration 9Q: 3 clusters Score -5430581 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 99347 members 
Entering Unmasked Estep 
Score: -5430658.500000 Penalty: 1047.169800
	Iteration 10Q: 3 clusters Score -5430658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -5430699.500000 Penalty: 1047.169800
	Iteration 11Q: 3 clusters Score -5430700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -5430709.000000 Penalty: 1047.169800
	Iteration 12Q: 3 clusters Score -5430709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -5430710.000000 Penalty: 1047.169800
	Iteration 13Q: 3 clusters Score -5430710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -5430712.000000 Penalty: 1047.169800
	Iteration 14Q: 3 clusters Score -5430712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -5430713.500000 Penalty: 1047.169800
	Iteration 15Q: 3 clusters Score -5430714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 99377 members 
Entering Unmasked Estep 
Score: -5430723.000000 Penalty: 1047.169800
	Iteration 16Q: 3 clusters Score -5430723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -5430725.500000 Penalty: 1047.169800
	Iteration 17Q: 3 clusters Score -5430726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -5430729.000000 Penalty: 1047.169800
	Iteration 18Q: 3 clusters Score -5430729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -5430729.000000 Penalty: 1047.169800
	Iteration 19F: 3 clusters Score -5430729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Entering Unmasked Estep 
Score: -804629.312500 Penalty: 434.861633
	Iteration 0F: 2 clusters Score -804629.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -795171.125000 Penalty: 869.723267
	Iteration 0F: 3 clusters Score -795171.1 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -798838.812500 Penalty: 869.723267
	Iteration 1F: 3 clusters Score -798838.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -798962.750000 Penalty: 869.723267
	Iteration 2Q: 3 clusters Score -798962.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -799090.562500 Penalty: 869.723267
	Iteration 3Q: 3 clusters Score -799090.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -799257.500000 Penalty: 869.723267
	Iteration 4Q: 3 clusters Score -799257.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -799531.562500 Penalty: 869.723267
	Iteration 5Q: 3 clusters Score -799531.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -799974.062500 Penalty: 869.723267
	Iteration 6F: 3 clusters Score -799974.1 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -800711.125000 Penalty: 869.723267
	Iteration 7F: 3 clusters Score -800711.1 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -801746.125000 Penalty: 869.723267
	Iteration 8F: 3 clusters Score -801746.1 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -802828.187500 Penalty: 869.723267
	Iteration 9F: 3 clusters Score -802828.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -803559.250000 Penalty: 869.723267
	Iteration 10F: 3 clusters Score -803559.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -803921.250000 Penalty: 869.723267
	Iteration 11Q: 3 clusters Score -803921.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -804108.750000 Penalty: 869.723267
	Iteration 12Q: 3 clusters Score -804108.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -804187.125000 Penalty: 869.723267
	Iteration 13Q: 3 clusters Score -804187.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -804216.062500 Penalty: 869.723267
	Iteration 14Q: 3 clusters Score -804216.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -804232.500000 Penalty: 869.723267
	Iteration 15Q: 3 clusters Score -804232.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -804242.312500 Penalty: 869.723267
	Iteration 16Q: 3 clusters Score -804242.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -804253.437500 Penalty: 869.723267
	Iteration 17Q: 3 clusters Score -804253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -804256.937500 Penalty: 869.723267
	Iteration 18Q: 3 clusters Score -804256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -804257.437500 Penalty: 869.723267
	Iteration 19Q: 3 clusters Score -804257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -804261.812500 Penalty: 869.723267
	Iteration 20F: 3 clusters Score -804261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -804262.125000 Penalty: 869.723267
	Iteration 21Q: 3 clusters Score -804262.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -804263.437500 Penalty: 869.723267
	Iteration 22Q: 3 clusters Score -804263.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -804263.437500 Penalty: 869.723267
	Iteration 23F: 3 clusters Score -804263.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (97878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97878 members 
Entering Unmasked Estep 
Score: -5432388.000000 Penalty: 522.862183
	Iteration 0F: 2 clusters Score -5432388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -5369163.000000 Penalty: 1045.724365
	Iteration 0F: 3 clusters Score -5369163 nChanged 47585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -5398521.000000 Penalty: 1045.724365
	Iteration 1F: 3 clusters Score -5398521 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -5400590.500000 Penalty: 1045.724365
	Iteration 2Q: 3 clusters Score -5400590 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -5404415.500000 Penalty: 1045.724365
	Iteration 3F: 3 clusters Score -5404416 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -5410738.000000 Penalty: 1045.724365
	Iteration 4F: 3 clusters Score -5410738 nChanged 8147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -5418510.500000 Penalty: 1045.724365
	Iteration 5F: 3 clusters Score -5418510 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -5424859.500000 Penalty: 1045.724365
	Iteration 6F: 3 clusters Score -5424860 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -5428430.500000 Penalty: 1045.724365
	Iteration 7Q: 3 clusters Score -5428430 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 93112 members 
Entering Unmasked Estep 
Score: -5430049.500000 Penalty: 1045.724365
	Iteration 8Q: 3 clusters Score -5430050 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 94409 members 
Entering Unmasked Estep 
Score: -5430766.000000 Penalty: 1045.724365
	Iteration 9Q: 3 clusters Score -5430766 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 95289 members 
Entering Unmasked Estep 
Score: -5431217.500000 Penalty: 1045.724365
	Iteration 10Q: 3 clusters Score -5431218 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -5431478.500000 Penalty: 1045.724365
	Iteration 11Q: 3 clusters Score -5431478 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -5431667.500000 Penalty: 1045.724365
	Iteration 12Q: 3 clusters Score -5431668 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 96662 members 
Entering Unmasked Estep 
Score: -5431792.500000 Penalty: 1045.724365
	Iteration 13Q: 3 clusters Score -5431792 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -5431894.000000 Penalty: 1045.724365
	Iteration 14Q: 3 clusters Score -5431894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -5431950.000000 Penalty: 1045.724365
	Iteration 15Q: 3 clusters Score -5431950 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 97095 members 
Entering Unmasked Estep 
Score: -5431970.500000 Penalty: 1045.724365
	Iteration 16Q: 3 clusters Score -5431970 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -5431988.000000 Penalty: 1045.724365
	Iteration 17Q: 3 clusters Score -5431988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -5432013.000000 Penalty: 1045.724365
	Iteration 18Q: 3 clusters Score -5432013 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 97261 members 
Entering Unmasked Estep 
Score: -5432023.000000 Penalty: 1045.724365
	Iteration 19Q: 3 clusters Score -5432023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 97295 members 
Entering Unmasked Estep 
Score: -5432014.500000 Penalty: 1045.724365
	Iteration 20F: 3 clusters Score -5432014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 97321 members 
Entering Unmasked Estep 
Score: -5432022.500000 Penalty: 1045.724365
	Iteration 21Q: 3 clusters Score -5432022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -5432028.000000 Penalty: 1045.724365
	Iteration 22Q: 3 clusters Score -5432028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -5432028.500000 Penalty: 1045.724365
	Iteration 23Q: 3 clusters Score -5432028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 97370 members 
Entering Unmasked Estep 
Score: -5432038.500000 Penalty: 1045.724365
	Iteration 24Q: 3 clusters Score -5432038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -5432048.000000 Penalty: 1045.724365
	Iteration 25Q: 3 clusters Score -5432048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -5432045.500000 Penalty: 1045.724365
	Iteration 26Q: 3 clusters Score -5432046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 97430 members 
Entering Unmasked Estep 
Score: -5432053.500000 Penalty: 1045.724365
	Iteration 27Q: 3 clusters Score -5432054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 97442 members 
Entering Unmasked Estep 
Score: -5432052.500000 Penalty: 1045.724365
	Iteration 28Q: 3 clusters Score -5432052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -5432050.000000 Penalty: 1045.724365
	Iteration 29Q: 3 clusters Score -5432050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -5432049.000000 Penalty: 1045.724365
	Iteration 30Q: 3 clusters Score -5432049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 97474 members 
Entering Unmasked Estep 
Score: -5432050.000000 Penalty: 1045.724365
	Iteration 31Q: 3 clusters Score -5432050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -5432057.000000 Penalty: 1045.724365
	Iteration 32Q: 3 clusters Score -5432057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -5432059.500000 Penalty: 1045.724365
	Iteration 33Q: 3 clusters Score -5432060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -5432071.500000 Penalty: 1045.724365
	Iteration 34Q: 3 clusters Score -5432072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 97506 members 
Entering Unmasked Estep 
Score: -5432074.500000 Penalty: 1045.724365
	Iteration 35Q: 3 clusters Score -5432074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -5432079.000000 Penalty: 1045.724365
	Iteration 36Q: 3 clusters Score -5432079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -5432082.500000 Penalty: 1045.724365
	Iteration 37Q: 3 clusters Score -5432082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 97527 members 
Entering Unmasked Estep 
Score: -5432082.500000 Penalty: 1045.724365
	Iteration 38Q: 3 clusters Score -5432082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -5432087.500000 Penalty: 1045.724365
	Iteration 39Q: 3 clusters Score -5432088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -5432091.000000 Penalty: 1045.724365
	Iteration 40F: 3 clusters Score -5432091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -5432092.000000 Penalty: 1045.724365
	Iteration 41Q: 3 clusters Score -5432092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -5432092.000000 Penalty: 1045.724365
	Iteration 42F: 3 clusters Score -5432092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (123940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123940 members 
Entering Unmasked Estep 
Score: -6421343.000000 Penalty: 533.603638
	Iteration 0F: 2 clusters Score -6421343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -6337535.500000 Penalty: 1067.207275
	Iteration 0F: 3 clusters Score -6337536 nChanged 60833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -6374907.500000 Penalty: 1067.207275
	Iteration 1F: 3 clusters Score -6374908 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -6376190.500000 Penalty: 1067.207275
	Iteration 2Q: 3 clusters Score -6376190 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -6378020.500000 Penalty: 1067.207275
	Iteration 3Q: 3 clusters Score -6378020 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -6380971.500000 Penalty: 1067.207275
	Iteration 4Q: 3 clusters Score -6380972 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 70967 members 
Entering Unmasked Estep 
Score: -6386114.000000 Penalty: 1067.207275
	Iteration 5F: 3 clusters Score -6386114 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -6394520.000000 Penalty: 1067.207275
	Iteration 6F: 3 clusters Score -6394520 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -6404518.500000 Penalty: 1067.207275
	Iteration 7F: 3 clusters Score -6404518 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 79596 members 
Entering Unmasked Estep 
Score: -6410813.000000 Penalty: 1067.207275
	Iteration 8F: 3 clusters Score -6410813 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -6413617.000000 Penalty: 1067.207275
	Iteration 9Q: 3 clusters Score -6413617 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 82649 members 
Entering Unmasked Estep 
Score: -6415308.000000 Penalty: 1067.207275
	Iteration 10Q: 3 clusters Score -6415308 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -6416343.000000 Penalty: 1067.207275
	Iteration 11Q: 3 clusters Score -6416343 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 84950 members 
Entering Unmasked Estep 
Score: -6417116.000000 Penalty: 1067.207275
	Iteration 12Q: 3 clusters Score -6417116 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 85929 members 
Entering Unmasked Estep 
Score: -6417728.000000 Penalty: 1067.207275
	Iteration 13Q: 3 clusters Score -6417728 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -6418148.000000 Penalty: 1067.207275
	Iteration 14Q: 3 clusters Score -6418148 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -6418501.500000 Penalty: 1067.207275
	Iteration 15Q: 3 clusters Score -6418502 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -6418765.000000 Penalty: 1067.207275
	Iteration 16Q: 3 clusters Score -6418765 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -6418959.500000 Penalty: 1067.207275
	Iteration 17Q: 3 clusters Score -6418960 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 90502 members 
Entering Unmasked Estep 
Score: -6419132.000000 Penalty: 1067.207275
	Iteration 18Q: 3 clusters Score -6419132 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
Score: -6419322.000000 Penalty: 1067.207275
	Iteration 19Q: 3 clusters Score -6419322 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -6419495.500000 Penalty: 1067.207275
	Iteration 20F: 3 clusters Score -6419496 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -6419644.000000 Penalty: 1067.207275
	Iteration 21Q: 3 clusters Score -6419644 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 93895 members 
Entering Unmasked Estep 
Score: -6419778.500000 Penalty: 1067.207275
	Iteration 22Q: 3 clusters Score -6419778 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -6419873.500000 Penalty: 1067.207275
	Iteration 23Q: 3 clusters Score -6419874 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 95458 members 
Entering Unmasked Estep 
Score: -6419964.500000 Penalty: 1067.207275
	Iteration 24Q: 3 clusters Score -6419964 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -6420018.000000 Penalty: 1067.207275
	Iteration 25Q: 3 clusters Score -6420018 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -6420093.500000 Penalty: 1067.207275
	Iteration 26Q: 3 clusters Score -6420094 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -6420169.500000 Penalty: 1067.207275
	Iteration 27Q: 3 clusters Score -6420170 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 98109 members 
Entering Unmasked Estep 
Score: -6420243.000000 Penalty: 1067.207275
	Iteration 28Q: 3 clusters Score -6420243 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -6420290.000000 Penalty: 1067.207275
	Iteration 29Q: 3 clusters Score -6420290 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 99310 members 
Entering Unmasked Estep 
Score: -6420360.000000 Penalty: 1067.207275
	Iteration 30Q: 3 clusters Score -6420360 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 99865 members 
Entering Unmasked Estep 
Score: -6420423.000000 Penalty: 1067.207275
	Iteration 31Q: 3 clusters Score -6420423 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -6420507.000000 Penalty: 1067.207275
	Iteration 32Q: 3 clusters Score -6420507 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 101031 members 
Entering Unmasked Estep 
Score: -6420562.500000 Penalty: 1067.207275
	Iteration 33Q: 3 clusters Score -6420562 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 101568 members 
Entering Unmasked Estep 
Score: -6420607.500000 Penalty: 1067.207275
	Iteration 34Q: 3 clusters Score -6420608 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -6420651.000000 Penalty: 1067.207275
	Iteration 35Q: 3 clusters Score -6420651 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -6420707.500000 Penalty: 1067.207275
	Iteration 36Q: 3 clusters Score -6420708 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 103073 members 
Entering Unmasked Estep 
Score: -6420745.500000 Penalty: 1067.207275
	Iteration 37Q: 3 clusters Score -6420746 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -6420780.500000 Penalty: 1067.207275
	Iteration 38Q: 3 clusters Score -6420780 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 103960 members 
Entering Unmasked Estep 
Score: -6420865.000000 Penalty: 1067.207275
	Iteration 39Q: 3 clusters Score -6420865 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -6420880.500000 Penalty: 1067.207275
	Iteration 40F: 3 clusters Score -6420880 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 104856 members 
Entering Unmasked Estep 
Score: -6420924.500000 Penalty: 1067.207275
	Iteration 41Q: 3 clusters Score -6420924 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 105265 members 
Entering Unmasked Estep 
Score: -6420936.500000 Penalty: 1067.207275
	Iteration 42Q: 3 clusters Score -6420936 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -6420936.000000 Penalty: 1067.207275
	Iteration 43Q: 3 clusters Score -6420936 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 105924 members 
Entering Unmasked Estep 
Score: -6420938.000000 Penalty: 1067.207275
	Iteration 44Q: 3 clusters Score -6420938 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 106240 members 
Entering Unmasked Estep 
Score: -6420949.000000 Penalty: 1067.207275
	Iteration 45Q: 3 clusters Score -6420949 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 106556 members 
Entering Unmasked Estep 
Score: -6420977.000000 Penalty: 1067.207275
	Iteration 46Q: 3 clusters Score -6420977 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 106871 members 
Entering Unmasked Estep 
Score: -6421001.000000 Penalty: 1067.207275
	Iteration 47Q: 3 clusters Score -6421001 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 107176 members 
Entering Unmasked Estep 
Score: -6421011.500000 Penalty: 1067.207275
	Iteration 48Q: 3 clusters Score -6421012 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 107455 members 
Entering Unmasked Estep 
Score: -6421031.000000 Penalty: 1067.207275
	Iteration 49Q: 3 clusters Score -6421031 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 107729 members 
Entering Unmasked Estep 
Score: -6421069.000000 Penalty: 1067.207275
	Iteration 50Q: 3 clusters Score -6421069 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 107996 members 
Entering Unmasked Estep 
Score: -6421048.500000 Penalty: 1067.207275
	Iteration 51Q: 3 clusters Score -6421048 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 108262 members 
Entering Unmasked Estep 
Score: -6421048.000000 Penalty: 1067.207275
	Iteration 52Q: 3 clusters Score -6421048 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 108516 members 
Entering Unmasked Estep 
Score: -6421040.000000 Penalty: 1067.207275
	Iteration 53Q: 3 clusters Score -6421040 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 108772 members 
Entering Unmasked Estep 
Score: -6421086.000000 Penalty: 1067.207275
	Iteration 54Q: 3 clusters Score -6421086 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -6421114.000000 Penalty: 1067.207275
	Iteration 55Q: 3 clusters Score -6421114 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 109250 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 109457 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6421152 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 109671 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6421145 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 109892 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6421169 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 110092 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6421180 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 110281 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6421154 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 110453 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6421165 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 110625 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6421160 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 110795 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6421161 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 110968 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6421160 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 111151 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6421183 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6421199 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 111479 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6421204 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 111649 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6421185 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 111788 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6421186 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 111912 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6421202 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 112018 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6421197 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 112133 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6421194 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 112243 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6421210 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 112347 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6421191 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 112448 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6421196 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 112551 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6421198 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 112631 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6421194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 112705 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6421182 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 112774 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6421184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6421182 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 112908 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6421171 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 112993 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6421185 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 113067 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6421198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 113135 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6421188 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6421204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 113258 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6421190 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 113320 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6421183 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 113385 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6421190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 113444 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6421198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 113496 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6421190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 113541 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6421200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 113576 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6421194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 113610 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6421197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 113649 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6421196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6421196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 113735 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6421186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 113802 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6421200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6421204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -6421208.000000 Penalty: 1067.207275
	Iteration 100F: 3 clusters Score -6421208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 113968 members 
Entering Unmasked Estep 
Score: -6421213.000000 Penalty: 1067.207275
	Iteration 101Q: 3 clusters Score -6421213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6421193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 114069 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6421196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 114108 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6421186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 114156 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6421186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 114190 members 
Entering Unmasked Estep 
Score: -6421189.000000 Penalty: 1067.207275
	Iteration 106Q: 3 clusters Score -6421189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 114220 members 
Entering Unmasked Estep 
Score: -6421178.500000 Penalty: 1067.207275
	Iteration 107Q: 3 clusters Score -6421178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 114253 members 
Entering Unmasked Estep 
Score: -6421173.500000 Penalty: 1067.207275
	Iteration 108Q: 3 clusters Score -6421174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 114283 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6421166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 114309 members 
Entering Unmasked Estep 
Score: -6421163.000000 Penalty: 1067.207275
	Iteration 110Q: 3 clusters Score -6421163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 114336 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6421161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 114361 members 
Entering Unmasked Estep 
Score: -6421164.000000 Penalty: 1067.207275
	Iteration 112Q: 3 clusters Score -6421164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6421167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 114423 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6421168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 114456 members 
Entering Unmasked Estep 
Score: -6421159.500000 Penalty: 1067.207275
	Iteration 115Q: 3 clusters Score -6421160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 114492 members 
Entering Unmasked Estep 
Score: -6421169.000000 Penalty: 1067.207275
	Iteration 116Q: 3 clusters Score -6421169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 114535 members 
Entering Unmasked Estep 
Score: -6421180.000000 Penalty: 1067.207275
	Iteration 117Q: 3 clusters Score -6421180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 114584 members 
Entering Unmasked Estep 
Score: -6421190.500000 Penalty: 1067.207275
	Iteration 118Q: 3 clusters Score -6421190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 114628 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6421191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 114663 members 
Entering Unmasked Estep 
Score: -6421188.500000 Penalty: 1067.207275
	Iteration 120F: 3 clusters Score -6421188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 114699 members 
Entering Unmasked Estep 
Score: -6421174.500000 Penalty: 1067.207275
	Iteration 121Q: 3 clusters Score -6421174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 114732 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6421178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -6421181.000000 Penalty: 1067.207275
	Iteration 123Q: 3 clusters Score -6421181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 114809 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6421182 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 114839 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6421192 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 114860 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6421197 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 114885 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6421196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 114908 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6421196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 114931 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6421192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6421185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 114968 members 
Entering Unmasked Estep 
Score: -6421176.500000 Penalty: 1067.207275
	Iteration 131Q: 3 clusters Score -6421176 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 114983 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6421185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 114996 members 
Entering Unmasked Estep 
Score: -6421192.000000 Penalty: 1067.207275
	Iteration 133Q: 3 clusters Score -6421192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 115003 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6421196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 115005 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6421194 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 115006 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6421194 nChanged 0
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Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 115006 members 
Entering Unmasked Estep 
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	Iteration 137F: 3 clusters Score -6421194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40095 members 
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	Iteration 0F: 2 clusters Score -2150227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20026 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2123464 nChanged 19282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2134814 nChanged 1767
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2135585 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2136985 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2139164 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2142155 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -2145313.750000 Penalty: 964.509583
	Iteration 6F: 3 clusters Score -2145314 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -2147458.750000 Penalty: 964.509583
	Iteration 7F: 3 clusters Score -2147459 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -2148275.500000 Penalty: 964.509583
	Iteration 8Q: 3 clusters Score -2148276 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2148564 nChanged 576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2148714 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -2148837.750000 Penalty: 964.509583
	Iteration 11Q: 3 clusters Score -2148838 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -2148938.500000 Penalty: 964.509583
	Iteration 12Q: 3 clusters Score -2148938 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -2149040.000000 Penalty: 964.509583
	Iteration 13Q: 3 clusters Score -2149040 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -2149126.500000 Penalty: 964.509583
	Iteration 14Q: 3 clusters Score -2149126 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -2149219.000000 Penalty: 964.509583
	Iteration 15Q: 3 clusters Score -2149219 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -2149322.000000 Penalty: 964.509583
	Iteration 16Q: 3 clusters Score -2149322 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -2149470.000000 Penalty: 964.509583
	Iteration 17Q: 3 clusters Score -2149470 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -2149666.500000 Penalty: 964.509583
	Iteration 18Q: 3 clusters Score -2149666 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -2149916.250000 Penalty: 964.509583
	Iteration 19Q: 3 clusters Score -2149916 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -2150164.000000 Penalty: 964.509583
	Iteration 20F: 3 clusters Score -2150164 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -2150364.000000 Penalty: 964.509583
	Iteration 21Q: 3 clusters Score -2150364 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -2150526.750000 Penalty: 964.509583
	Iteration 22Q: 3 clusters Score -2150527 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -2150675.500000 Penalty: 964.509583
	Iteration 23Q: 3 clusters Score -2150676 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -2150758.750000 Penalty: 964.509583
	Iteration 24Q: 3 clusters Score -2150759 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -2150812.250000 Penalty: 964.509583
	Iteration 25Q: 3 clusters Score -2150812 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -2150832.000000 Penalty: 964.509583
	Iteration 26Q: 3 clusters Score -2150832 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -2150858.250000 Penalty: 964.509583
	Iteration 27Q: 3 clusters Score -2150858 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -2150881.500000 Penalty: 964.509583
	Iteration 28Q: 3 clusters Score -2150882 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -2150879.500000 Penalty: 964.509583
	Iteration 29Q: 3 clusters Score -2150880 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -2150886.000000 Penalty: 964.509583
	Iteration 30Q: 3 clusters Score -2150886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -2150902.750000 Penalty: 964.509583
	Iteration 31Q: 3 clusters Score -2150903 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -2150907.000000 Penalty: 964.509583
	Iteration 32Q: 3 clusters Score -2150907 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -2150914.250000 Penalty: 964.509583
	Iteration 33Q: 3 clusters Score -2150914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -2150922.250000 Penalty: 964.509583
	Iteration 34Q: 3 clusters Score -2150922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -2150928.000000 Penalty: 964.509583
	Iteration 35Q: 3 clusters Score -2150928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -2150939.000000 Penalty: 964.509583
	Iteration 36Q: 3 clusters Score -2150939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -2150945.750000 Penalty: 964.509583
	Iteration 37Q: 3 clusters Score -2150946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -2150943.250000 Penalty: 964.509583
	Iteration 38Q: 3 clusters Score -2150943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -2150947.000000 Penalty: 964.509583
	Iteration 39Q: 3 clusters Score -2150947 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -2150951.250000 Penalty: 964.509583
	Iteration 40F: 3 clusters Score -2150951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -2150958.500000 Penalty: 964.509583
	Iteration 41Q: 3 clusters Score -2150958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -2150965.500000 Penalty: 964.509583
	Iteration 42Q: 3 clusters Score -2150966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -2150969.250000 Penalty: 964.509583
	Iteration 43Q: 3 clusters Score -2150969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -2150982.000000 Penalty: 964.509583
	Iteration 44Q: 3 clusters Score -2150982 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -2150977.750000 Penalty: 964.509583
	Iteration 45Q: 3 clusters Score -2150978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -2150984.750000 Penalty: 964.509583
	Iteration 46Q: 3 clusters Score -2150985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -2150996.250000 Penalty: 964.509583
	Iteration 47Q: 3 clusters Score -2150996 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -2151000.750000 Penalty: 964.509583
	Iteration 48Q: 3 clusters Score -2151001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -2151011.000000 Penalty: 964.509583
	Iteration 49Q: 3 clusters Score -2151011 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -2151008.750000 Penalty: 964.509583
	Iteration 50Q: 3 clusters Score -2151009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -2151007.000000 Penalty: 964.509583
	Iteration 51Q: 3 clusters Score -2151007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -2151007.000000 Penalty: 964.509583
	Iteration 52Q: 3 clusters Score -2151007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -2151015.750000 Penalty: 964.509583
	Iteration 53Q: 3 clusters Score -2151016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -2151015.250000 Penalty: 964.509583
	Iteration 54Q: 3 clusters Score -2151015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -2151022.000000 Penalty: 964.509583
	Iteration 55Q: 3 clusters Score -2151022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -2151026.750000 Penalty: 964.509583
	Iteration 56Q: 3 clusters Score -2151027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -2151026.500000 Penalty: 964.509583
	Iteration 57Q: 3 clusters Score -2151026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -2151034.250000 Penalty: 964.509583
	Iteration 58Q: 3 clusters Score -2151034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -2151034.000000 Penalty: 964.509583
	Iteration 59Q: 3 clusters Score -2151034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -2151031.250000 Penalty: 964.509583
	Iteration 60F: 3 clusters Score -2151031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -2151030.500000 Penalty: 964.509583
	Iteration 61Q: 3 clusters Score -2151030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -2151034.250000 Penalty: 964.509583
	Iteration 62Q: 3 clusters Score -2151034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -2151035.750000 Penalty: 964.509583
	Iteration 63Q: 3 clusters Score -2151036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -2151037.750000 Penalty: 964.509583
	Iteration 64Q: 3 clusters Score -2151038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -2151037.250000 Penalty: 964.509583
	Iteration 65Q: 3 clusters Score -2151037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -2151040.250000 Penalty: 964.509583
	Iteration 66Q: 3 clusters Score -2151040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -2151036.250000 Penalty: 964.509583
	Iteration 67Q: 3 clusters Score -2151036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -2151039.000000 Penalty: 964.509583
	Iteration 68Q: 3 clusters Score -2151039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -2151038.500000 Penalty: 964.509583
	Iteration 69Q: 3 clusters Score -2151038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -2151036.750000 Penalty: 964.509583
	Iteration 70Q: 3 clusters Score -2151037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -2151039.250000 Penalty: 964.509583
	Iteration 71Q: 3 clusters Score -2151039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -2151040.250000 Penalty: 964.509583
	Iteration 72Q: 3 clusters Score -2151040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -2151040.000000 Penalty: 964.509583
	Iteration 73Q: 3 clusters Score -2151040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -2151041.500000 Penalty: 964.509583
	Iteration 74Q: 3 clusters Score -2151042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -2151042.750000 Penalty: 964.509583
	Iteration 75Q: 3 clusters Score -2151043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -2151043.750000 Penalty: 964.509583
	Iteration 76Q: 3 clusters Score -2151044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -2151045.500000 Penalty: 964.509583
	Iteration 77Q: 3 clusters Score -2151046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -2151044.250000 Penalty: 964.509583
	Iteration 78Q: 3 clusters Score -2151044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -2151042.750000 Penalty: 964.509583
	Iteration 79Q: 3 clusters Score -2151043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -2151042.500000 Penalty: 964.509583
	Iteration 80F: 3 clusters Score -2151042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 5977 members 
Mstep: Class 9 contains 78335 members 
Mstep: Class 10 contains 110022 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 13646 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 165765 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 9820 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157306 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 78867 members 
Mstep: Class 24 contains 35746 members 
Entering Unmasked Estep 
Score: -87355728.000000 Penalty: 15685.267578
Splitting cluster 7 changes total score from -87354288.000000 to -87355728.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -285403.031250 Penalty: 395.653168
	Iteration 0F: 2 clusters Score -285403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -281388.875000 Penalty: 791.306335
	Iteration 0F: 3 clusters Score -281388.9 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -283308.437500 Penalty: 791.306335
	Iteration 1F: 3 clusters Score -283308.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -284217.875000 Penalty: 791.306335
	Iteration 2F: 3 clusters Score -284217.9 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -285260.312500 Penalty: 791.306335
	Iteration 3F: 3 clusters Score -285260.3 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -285953.656250 Penalty: 791.306335
	Iteration 4F: 3 clusters Score -285953.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -286335.093750 Penalty: 791.306335
	Iteration 5F: 3 clusters Score -286335.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -286562.750000 Penalty: 791.306335
	Iteration 6Q: 3 clusters Score -286562.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -286620.156250 Penalty: 791.306335
	Iteration 7Q: 3 clusters Score -286620.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -286648.937500 Penalty: 791.306335
	Iteration 8Q: 3 clusters Score -286648.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -286665.343750 Penalty: 791.306335
	Iteration 9Q: 3 clusters Score -286665.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -286677.406250 Penalty: 791.306335
	Iteration 10Q: 3 clusters Score -286677.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -286688.406250 Penalty: 791.306335
	Iteration 11Q: 3 clusters Score -286688.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -286694.031250 Penalty: 791.306335
	Iteration 12Q: 3 clusters Score -286694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -286698.562500 Penalty: 791.306335
	Iteration 13Q: 3 clusters Score -286698.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -286702.687500 Penalty: 791.306335
	Iteration 14Q: 3 clusters Score -286702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -286704.250000 Penalty: 791.306335
	Iteration 15Q: 3 clusters Score -286704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -286705.968750 Penalty: 791.306335
	Iteration 16Q: 3 clusters Score -286706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -286708.437500 Penalty: 791.306335
	Iteration 17Q: 3 clusters Score -286708.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -286709.750000 Penalty: 791.306335
	Iteration 18Q: 3 clusters Score -286709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -286710.593750 Penalty: 791.306335
	Iteration 19Q: 3 clusters Score -286710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -286711.031250 Penalty: 791.306335
	Iteration 20F: 3 clusters Score -286711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -286711.281250 Penalty: 791.306335
	Iteration 21Q: 3 clusters Score -286711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -286712.656250 Penalty: 791.306335
	Iteration 22Q: 3 clusters Score -286712.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -286713.000000 Penalty: 791.306335
	Iteration 23Q: 3 clusters Score -286713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -286715.343750 Penalty: 791.306335
	Iteration 24Q: 3 clusters Score -286715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -286715.031250 Penalty: 791.306335
	Iteration 25Q: 3 clusters Score -286715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -286715.656250 Penalty: 791.306335
	Iteration 26Q: 3 clusters Score -286715.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -286715.656250 Penalty: 791.306335
	Iteration 27F: 3 clusters Score -286715.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 78335 members 
Mstep: Class 10 contains 110022 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 13646 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 165765 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 9820 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157306 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 78867 members 
Mstep: Class 24 contains 35746 members 
Mstep: Class 25 contains 5479 members 
Entering Unmasked Estep 
Score: -87357368.000000 Penalty: 16338.820312
Splitting cluster 8 changes total score from -87354288.000000 to -87357368.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (78335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Entering Unmasked Estep 
Score: -4106191.500000 Penalty: 512.728149
	Iteration 0F: 2 clusters Score -4106192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -4053709.750000 Penalty: 1025.456299
	Iteration 0F: 3 clusters Score -4053710 nChanged 38204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -4077284.000000 Penalty: 1025.456299
	Iteration 1F: 3 clusters Score -4077284 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -4079077.000000 Penalty: 1025.456299
	Iteration 2F: 3 clusters Score -4079077 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -4081509.750000 Penalty: 1025.456299
	Iteration 3F: 3 clusters Score -4081510 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -4084963.500000 Penalty: 1025.456299
	Iteration 4F: 3 clusters Score -4084964 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -4089274.250000 Penalty: 1025.456299
	Iteration 5F: 3 clusters Score -4089274 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -4093299.750000 Penalty: 1025.456299
	Iteration 6F: 3 clusters Score -4093300 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -4095632.250000 Penalty: 1025.456299
	Iteration 7F: 3 clusters Score -4095632 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -4096684.250000 Penalty: 1025.456299
	Iteration 8Q: 3 clusters Score -4096684 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -4097291.500000 Penalty: 1025.456299
	Iteration 9Q: 3 clusters Score -4097292 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -4097752.250000 Penalty: 1025.456299
	Iteration 10Q: 3 clusters Score -4097752 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -4098172.500000 Penalty: 1025.456299
	Iteration 11Q: 3 clusters Score -4098172 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 56876 members 
Entering Unmasked Estep 
Score: -4098640.250000 Penalty: 1025.456299
	Iteration 12Q: 3 clusters Score -4098640 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -4099141.000000 Penalty: 1025.456299
	Iteration 13Q: 3 clusters Score -4099141 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -4099646.750000 Penalty: 1025.456299
	Iteration 14Q: 3 clusters Score -4099647 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -4100178.500000 Penalty: 1025.456299
	Iteration 15Q: 3 clusters Score -4100178 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -4100708.250000 Penalty: 1025.456299
	Iteration 16Q: 3 clusters Score -4100708 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 62892 members 
Entering Unmasked Estep 
Score: -4101236.000000 Penalty: 1025.456299
	Iteration 17Q: 3 clusters Score -4101236 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 64090 members 
Entering Unmasked Estep 
Score: -4101738.750000 Penalty: 1025.456299
	Iteration 18Q: 3 clusters Score -4101739 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -4102193.250000 Penalty: 1025.456299
	Iteration 19Q: 3 clusters Score -4102193 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -4102604.750000 Penalty: 1025.456299
	Iteration 20F: 3 clusters Score -4102605 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -4102990.750000 Penalty: 1025.456299
	Iteration 21Q: 3 clusters Score -4102991 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -4103365.500000 Penalty: 1025.456299
	Iteration 22Q: 3 clusters Score -4103366 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -4103702.000000 Penalty: 1025.456299
	Iteration 23Q: 3 clusters Score -4103702 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 70124 members 
Entering Unmasked Estep 
Score: -4104054.250000 Penalty: 1025.456299
	Iteration 24Q: 3 clusters Score -4104054 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -4104432.250000 Penalty: 1025.456299
	Iteration 25Q: 3 clusters Score -4104432 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -4104857.500000 Penalty: 1025.456299
	Iteration 26Q: 3 clusters Score -4104858 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -4105227.750000 Penalty: 1025.456299
	Iteration 27Q: 3 clusters Score -4105228 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -4105587.500000 Penalty: 1025.456299
	Iteration 28Q: 3 clusters Score -4105588 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -4105907.500000 Penalty: 1025.456299
	Iteration 29Q: 3 clusters Score -4105908 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -4106114.250000 Penalty: 1025.456299
	Iteration 30Q: 3 clusters Score -4106114 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -4106278.750000 Penalty: 1025.456299
	Iteration 31Q: 3 clusters Score -4106279 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -4106393.500000 Penalty: 1025.456299
	Iteration 32Q: 3 clusters Score -4106394 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -4106485.250000 Penalty: 1025.456299
	Iteration 33Q: 3 clusters Score -4106485 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -4106551.750000 Penalty: 1025.456299
	Iteration 34Q: 3 clusters Score -4106552 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -4106599.250000 Penalty: 1025.456299
	Iteration 35Q: 3 clusters Score -4106599 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 76656 members 
Entering Unmasked Estep 
Score: -4106627.250000 Penalty: 1025.456299
	Iteration 36Q: 3 clusters Score -4106627 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -4106626.250000 Penalty: 1025.456299
	Iteration 37Q: 3 clusters Score -4106626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -4106635.000000 Penalty: 1025.456299
	Iteration 38Q: 3 clusters Score -4106635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -4106634.500000 Penalty: 1025.456299
	Iteration 39Q: 3 clusters Score -4106634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -4106634.750000 Penalty: 1025.456299
	Iteration 40F: 3 clusters Score -4106635 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -4106632.500000 Penalty: 1025.456299
	Iteration 41Q: 3 clusters Score -4106632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -4106646.500000 Penalty: 1025.456299
	Iteration 42Q: 3 clusters Score -4106646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -4106648.250000 Penalty: 1025.456299
	Iteration 43Q: 3 clusters Score -4106648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -4106645.500000 Penalty: 1025.456299
	Iteration 44Q: 3 clusters Score -4106646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -4106640.500000 Penalty: 1025.456299
	Iteration 45Q: 3 clusters Score -4106640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 77113 members 
Entering Unmasked Estep 
Score: -4106653.750000 Penalty: 1025.456299
	Iteration 46Q: 3 clusters Score -4106654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -4106645.000000 Penalty: 1025.456299
	Iteration 47Q: 3 clusters Score -4106645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 77162 members 
Entering Unmasked Estep 
Score: -4106650.750000 Penalty: 1025.456299
	Iteration 48Q: 3 clusters Score -4106651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -4106641.750000 Penalty: 1025.456299
	Iteration 49Q: 3 clusters Score -4106642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -4106633.750000 Penalty: 1025.456299
	Iteration 50Q: 3 clusters Score -4106634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 77220 members 
Entering Unmasked Estep 
Score: -4106639.000000 Penalty: 1025.456299
	Iteration 51Q: 3 clusters Score -4106639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -4106634.500000 Penalty: 1025.456299
	Iteration 52Q: 3 clusters Score -4106634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -4106630.750000 Penalty: 1025.456299
	Iteration 53Q: 3 clusters Score -4106631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -4106637.750000 Penalty: 1025.456299
	Iteration 54Q: 3 clusters Score -4106638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -4106633.250000 Penalty: 1025.456299
	Iteration 55Q: 3 clusters Score -4106633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -4106629.000000 Penalty: 1025.456299
	Iteration 56Q: 3 clusters Score -4106629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 77277 members 
Entering Unmasked Estep 
Score: -4106625.750000 Penalty: 1025.456299
	Iteration 57Q: 3 clusters Score -4106626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -4106626.250000 Penalty: 1025.456299
	Iteration 58Q: 3 clusters Score -4106626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -4106626.750000 Penalty: 1025.456299
	Iteration 59Q: 3 clusters Score -4106627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -4106627.750000 Penalty: 1025.456299
	Iteration 60F: 3 clusters Score -4106628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -4106623.750000 Penalty: 1025.456299
	Iteration 61Q: 3 clusters Score -4106624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -4106617.000000 Penalty: 1025.456299
	Iteration 62Q: 3 clusters Score -4106617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -4106619.500000 Penalty: 1025.456299
	Iteration 63Q: 3 clusters Score -4106620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 77301 members 
Entering Unmasked Estep 
Score: -4106618.750000 Penalty: 1025.456299
	Iteration 64Q: 3 clusters Score -4106619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -4106618.250000 Penalty: 1025.456299
	Iteration 65Q: 3 clusters Score -4106618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -4106618.250000 Penalty: 1025.456299
	Iteration 66F: 3 clusters Score -4106618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 110022 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 13646 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 165765 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 9820 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157306 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 78867 members 
Mstep: Class 24 contains 35746 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 77302 members 
Entering Unmasked Estep 
Score: -87358048.000000 Penalty: 16992.373047
Splitting cluster 9 changes total score from -87354288.000000 to -87358048.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (110022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Entering Unmasked Estep 
Score: -5958929.500000 Penalty: 528.183838
	Iteration 0F: 2 clusters Score -5958930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -5887897.000000 Penalty: 1056.367676
	Iteration 0F: 3 clusters Score -5887897 nChanged 54050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -5920333.500000 Penalty: 1056.367676
	Iteration 1F: 3 clusters Score -5920334 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -5921320.000000 Penalty: 1056.367676
	Iteration 2Q: 3 clusters Score -5921320 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -5923037.500000 Penalty: 1056.367676
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Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 48175 members 
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Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 45502 members 
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	Iteration 5F: 3 clusters Score -5931493 nChanged 7835
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Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 43027 members 
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	Iteration 6F: 3 clusters Score -5939160 nChanged 7526
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Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 41455 members 
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	Iteration 7F: 3 clusters Score -5945082 nChanged 5084
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Mstep: Class 1 contains 69613 members 
Mstep: Class 2 contains 40409 members 
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	Iteration 8Q: 3 clusters Score -5947945 nChanged 3444
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Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 39359 members 
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	Iteration 9Q: 3 clusters Score -5950000 nChanged 3290
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Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 38215 members 
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	Iteration 10Q: 3 clusters Score -5952286 nChanged 3226
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Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 37197 members 
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	Iteration 11Q: 3 clusters Score -5954719 nChanged 3050
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Mstep: Class 1 contains 73707 members 
Mstep: Class 2 contains 36315 members 
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	Iteration 12Q: 3 clusters Score -5956950 nChanged 2623
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Mstep: Class 2 contains 35672 members 
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	Iteration 13Q: 3 clusters Score -5958587 nChanged 2151
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Mstep: Class 2 contains 35199 members 
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	Iteration 14Q: 3 clusters Score -5959644 nChanged 1752
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Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 34761 members 
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	Iteration 15Q: 3 clusters Score -5960355 nChanged 1296
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Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 34343 members 
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	Iteration 16Q: 3 clusters Score -5960750 nChanged 999
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Mstep: Class 2 contains 33972 members 
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	Iteration 17Q: 3 clusters Score -5960908 nChanged 695
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Mstep: Class 2 contains 33587 members 
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	Iteration 18Q: 3 clusters Score -5960974 nChanged 522
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Mstep: Class 2 contains 33259 members 
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	Iteration 19Q: 3 clusters Score -5961026 nChanged 400
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Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 32937 members 
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	Iteration 20F: 3 clusters Score -5961110 nChanged 386
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Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 32651 members 
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	Iteration 21Q: 3 clusters Score -5961118 nChanged 371
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Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 32338 members 
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	Iteration 22Q: 3 clusters Score -5961153 nChanged 315
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Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 32063 members 
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	Iteration 23Q: 3 clusters Score -5961158 nChanged 259
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Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 31830 members 
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	Iteration 24Q: 3 clusters Score -5961189 nChanged 243
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	Iteration 25Q: 3 clusters Score -5961189 nChanged 236
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	Iteration 26Q: 3 clusters Score -5961194 nChanged 218
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	Iteration 27Q: 3 clusters Score -5961191 nChanged 191
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	Iteration 28Q: 3 clusters Score -5961188 nChanged 179
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	Iteration 29Q: 3 clusters Score -5961192 nChanged 176
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	Iteration 30Q: 3 clusters Score -5961178 nChanged 154
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	Iteration 31Q: 3 clusters Score -5961182 nChanged 138
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	Iteration 32Q: 3 clusters Score -5961189 nChanged 116
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	Iteration 33Q: 3 clusters Score -5961200 nChanged 117
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	Iteration 34Q: 3 clusters Score -5961178 nChanged 122
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	Iteration 35Q: 3 clusters Score -5961184 nChanged 118
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	Iteration 36Q: 3 clusters Score -5961184 nChanged 114
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	Iteration 37Q: 3 clusters Score -5961202 nChanged 101
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	Iteration 40F: 3 clusters Score -5961193 nChanged 101
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	Iteration 41Q: 3 clusters Score -5961191 nChanged 110
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	Iteration 42Q: 3 clusters Score -5961177 nChanged 122
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	Iteration 43Q: 3 clusters Score -5961174 nChanged 109
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	Iteration 45Q: 3 clusters Score -5961164 nChanged 101
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Mstep: Class 1 contains 81402 members 
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	Iteration 47Q: 3 clusters Score -5961178 nChanged 114
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	Iteration 48Q: 3 clusters Score -5961173 nChanged 120
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	Iteration 49Q: 3 clusters Score -5961168 nChanged 109
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	Iteration 51Q: 3 clusters Score -5961154 nChanged 92
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	Iteration 52Q: 3 clusters Score -5961150 nChanged 75
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	Iteration 53Q: 3 clusters Score -5961148 nChanged 91
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	Iteration 54Q: 3 clusters Score -5961167 nChanged 85
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	Iteration 55Q: 3 clusters Score -5961158 nChanged 94
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	Iteration 56Q: 3 clusters Score -5961160 nChanged 91
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	Iteration 57Q: 3 clusters Score -5961154 nChanged 112
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	Iteration 58Q: 3 clusters Score -5961154 nChanged 95
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	Iteration 59Q: 3 clusters Score -5961154 nChanged 85
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	Iteration 60F: 3 clusters Score -5961150 nChanged 96
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	Iteration 61Q: 3 clusters Score -5961133 nChanged 105
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	Iteration 62Q: 3 clusters Score -5961117 nChanged 105
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	Iteration 63Q: 3 clusters Score -5961128 nChanged 110
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	Iteration 64Q: 3 clusters Score -5961130 nChanged 85
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	Iteration 65Q: 3 clusters Score -5961128 nChanged 88
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	Iteration 66Q: 3 clusters Score -5961126 nChanged 108
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	Iteration 67Q: 3 clusters Score -5961110 nChanged 85
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	Iteration 68Q: 3 clusters Score -5961108 nChanged 86
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	Iteration 69Q: 3 clusters Score -5961104 nChanged 75
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	Iteration 70Q: 3 clusters Score -5961114 nChanged 85
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	Iteration 71Q: 3 clusters Score -5961094 nChanged 80
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	Iteration 72Q: 3 clusters Score -5961090 nChanged 79
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	Iteration 73Q: 3 clusters Score -5961100 nChanged 94
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	Iteration 74Q: 3 clusters Score -5961097 nChanged 108
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	Iteration 75Q: 3 clusters Score -5961078 nChanged 107
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	Iteration 76Q: 3 clusters Score -5961075 nChanged 90
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	Iteration 77Q: 3 clusters Score -5961056 nChanged 82
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	Iteration 78Q: 3 clusters Score -5961048 nChanged 84
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	Iteration 79Q: 3 clusters Score -5961040 nChanged 74
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	Iteration 80F: 3 clusters Score -5961070 nChanged 82
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	Iteration 81Q: 3 clusters Score -5961055 nChanged 73
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	Iteration 82Q: 3 clusters Score -5961052 nChanged 82
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	Iteration 83Q: 3 clusters Score -5961059 nChanged 84
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	Iteration 84Q: 3 clusters Score -5961056 nChanged 76
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	Iteration 85Q: 3 clusters Score -5961046 nChanged 79
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	Iteration 86Q: 3 clusters Score -5961038 nChanged 81
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	Iteration 87Q: 3 clusters Score -5961039 nChanged 99
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	Iteration 88Q: 3 clusters Score -5961020 nChanged 107
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	Iteration 89Q: 3 clusters Score -5961014 nChanged 119
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	Iteration 90Q: 3 clusters Score -5961008 nChanged 94
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	Iteration 91Q: 3 clusters Score -5961009 nChanged 96
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	Iteration 92Q: 3 clusters Score -5960998 nChanged 99
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	Iteration 93Q: 3 clusters Score -5961014 nChanged 104
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	Iteration 94Q: 3 clusters Score -5960997 nChanged 96
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	Iteration 95Q: 3 clusters Score -5960968 nChanged 86
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	Iteration 96Q: 3 clusters Score -5960978 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86029 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -5960992.500000 Penalty: 1056.367676
	Iteration 97Q: 3 clusters Score -5960992 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -5961004.500000 Penalty: 1056.367676
	Iteration 98Q: 3 clusters Score -5961004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -5960999.000000 Penalty: 1056.367676
	Iteration 99Q: 3 clusters Score -5960999 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86313 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -5960993.500000 Penalty: 1056.367676
	Iteration 100F: 3 clusters Score -5960994 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86397 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -5960990.500000 Penalty: 1056.367676
	Iteration 101Q: 3 clusters Score -5960990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86461 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5960984.500000 Penalty: 1056.367676
	Iteration 102Q: 3 clusters Score -5960984 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -5960981.500000 Penalty: 1056.367676
	Iteration 103Q: 3 clusters Score -5960982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5960989.000000 Penalty: 1056.367676
	Iteration 104Q: 3 clusters Score -5960989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86699 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5960992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5960992 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86837 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5960985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -5960969.500000 Penalty: 1056.367676
	Iteration 108Q: 3 clusters Score -5960970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86940 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -5960978.500000 Penalty: 1056.367676
	Iteration 109Q: 3 clusters Score -5960978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -5960984.500000 Penalty: 1056.367676
	Iteration 110Q: 3 clusters Score -5960984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5960967.000000 Penalty: 1056.367676
	Iteration 111Q: 3 clusters Score -5960967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -5960950.000000 Penalty: 1056.367676
	Iteration 112Q: 3 clusters Score -5960950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5960945.000000 Penalty: 1056.367676
	Iteration 113Q: 3 clusters Score -5960945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5960944.500000 Penalty: 1056.367676
	Iteration 114Q: 3 clusters Score -5960944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5960936.500000 Penalty: 1056.367676
	Iteration 115Q: 3 clusters Score -5960936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -5960936.500000 Penalty: 1056.367676
	Iteration 116Q: 3 clusters Score -5960936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5960934.000000 Penalty: 1056.367676
	Iteration 117Q: 3 clusters Score -5960934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -5960941.000000 Penalty: 1056.367676
	Iteration 118Q: 3 clusters Score -5960941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -5960933.000000 Penalty: 1056.367676
	Iteration 119Q: 3 clusters Score -5960933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -5960934.000000 Penalty: 1056.367676
	Iteration 120F: 3 clusters Score -5960934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87279 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -5960922.500000 Penalty: 1056.367676
	Iteration 121Q: 3 clusters Score -5960922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -5960925.000000 Penalty: 1056.367676
	Iteration 122Q: 3 clusters Score -5960925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -5960921.000000 Penalty: 1056.367676
	Iteration 123Q: 3 clusters Score -5960921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -5960913.000000 Penalty: 1056.367676
	Iteration 124Q: 3 clusters Score -5960913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -5960914.000000 Penalty: 1056.367676
	Iteration 125Q: 3 clusters Score -5960914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -5960910.500000 Penalty: 1056.367676
	Iteration 126Q: 3 clusters Score -5960910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -5960914.000000 Penalty: 1056.367676
	Iteration 127Q: 3 clusters Score -5960914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -5960908.000000 Penalty: 1056.367676
	Iteration 128Q: 3 clusters Score -5960908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87469 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -5960908.000000 Penalty: 1056.367676
	Iteration 129Q: 3 clusters Score -5960908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -5960906.500000 Penalty: 1056.367676
	Iteration 130Q: 3 clusters Score -5960906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -5960899.000000 Penalty: 1056.367676
	Iteration 131Q: 3 clusters Score -5960899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -5960894.000000 Penalty: 1056.367676
	Iteration 132Q: 3 clusters Score -5960894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -5960895.500000 Penalty: 1056.367676
	Iteration 133Q: 3 clusters Score -5960896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5960890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -5960886.500000 Penalty: 1056.367676
	Iteration 135Q: 3 clusters Score -5960886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87598 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -5960891.500000 Penalty: 1056.367676
	Iteration 136Q: 3 clusters Score -5960892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -5960890.000000 Penalty: 1056.367676
	Iteration 137Q: 3 clusters Score -5960890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -5960878.000000 Penalty: 1056.367676
	Iteration 138Q: 3 clusters Score -5960878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5960872.000000 Penalty: 1056.367676
	Iteration 139Q: 3 clusters Score -5960872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5960873.500000 Penalty: 1056.367676
	Iteration 140F: 3 clusters Score -5960874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5960869.000000 Penalty: 1056.367676
	Iteration 141Q: 3 clusters Score -5960869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87724 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -5960865.000000 Penalty: 1056.367676
	Iteration 142Q: 3 clusters Score -5960865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -5960862.500000 Penalty: 1056.367676
	Iteration 143Q: 3 clusters Score -5960862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87761 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -5960855.500000 Penalty: 1056.367676
	Iteration 144Q: 3 clusters Score -5960856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -5960854.000000 Penalty: 1056.367676
	Iteration 145Q: 3 clusters Score -5960854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87809 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -5960858.500000 Penalty: 1056.367676
	Iteration 146Q: 3 clusters Score -5960858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5960845.500000 Penalty: 1056.367676
	Iteration 147Q: 3 clusters Score -5960846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -5960836.500000 Penalty: 1056.367676
	Iteration 148Q: 3 clusters Score -5960836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87894 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -5960836.000000 Penalty: 1056.367676
	Iteration 149Q: 3 clusters Score -5960836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -5960827.000000 Penalty: 1056.367676
	Iteration 150Q: 3 clusters Score -5960827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -5960820.000000 Penalty: 1056.367676
	Iteration 151Q: 3 clusters Score -5960820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87962 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5960824.000000 Penalty: 1056.367676
	Iteration 152Q: 3 clusters Score -5960824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87981 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -5960822.500000 Penalty: 1056.367676
	Iteration 153Q: 3 clusters Score -5960822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5960826.000000 Penalty: 1056.367676
	Iteration 154Q: 3 clusters Score -5960826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -5960824.000000 Penalty: 1056.367676
	Iteration 155Q: 3 clusters Score -5960824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -5960820.500000 Penalty: 1056.367676
	Iteration 156Q: 3 clusters Score -5960820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5960825.500000 Penalty: 1056.367676
	Iteration 157Q: 3 clusters Score -5960826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -5960835.500000 Penalty: 1056.367676
	Iteration 158Q: 3 clusters Score -5960836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5960830.500000 Penalty: 1056.367676
	Iteration 159Q: 3 clusters Score -5960830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5960827.500000 Penalty: 1056.367676
	Iteration 160F: 3 clusters Score -5960828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88175 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -5960833.500000 Penalty: 1056.367676
	Iteration 161Q: 3 clusters Score -5960834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88188 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5960834.500000 Penalty: 1056.367676
	Iteration 162Q: 3 clusters Score -5960834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88202 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5960825.000000 Penalty: 1056.367676
	Iteration 163Q: 3 clusters Score -5960825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -5960815.500000 Penalty: 1056.367676
	Iteration 164Q: 3 clusters Score -5960816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88251 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -5960815.500000 Penalty: 1056.367676
	Iteration 165Q: 3 clusters Score -5960816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -5960812.000000 Penalty: 1056.367676
	Iteration 166Q: 3 clusters Score -5960812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -5960807.000000 Penalty: 1056.367676
	Iteration 167Q: 3 clusters Score -5960807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -5960807.500000 Penalty: 1056.367676
	Iteration 168Q: 3 clusters Score -5960808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -5960798.500000 Penalty: 1056.367676
	Iteration 169Q: 3 clusters Score -5960798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5960794.500000 Penalty: 1056.367676
	Iteration 170Q: 3 clusters Score -5960794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -5960801.000000 Penalty: 1056.367676
	Iteration 171Q: 3 clusters Score -5960801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -5960803.000000 Penalty: 1056.367676
	Iteration 172Q: 3 clusters Score -5960803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88384 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -5960800.000000 Penalty: 1056.367676
	Iteration 173Q: 3 clusters Score -5960800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -5960800.000000 Penalty: 1056.367676
	Iteration 174Q: 3 clusters Score -5960800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -5960796.500000 Penalty: 1056.367676
	Iteration 175Q: 3 clusters Score -5960796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -5960796.500000 Penalty: 1056.367676
	Iteration 176Q: 3 clusters Score -5960796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5960794.500000 Penalty: 1056.367676
	Iteration 177Q: 3 clusters Score -5960794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88413 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -5960790.000000 Penalty: 1056.367676
	Iteration 178Q: 3 clusters Score -5960790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88419 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -5960792.500000 Penalty: 1056.367676
	Iteration 179Q: 3 clusters Score -5960792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -5960797.500000 Penalty: 1056.367676
	Iteration 180F: 3 clusters Score -5960798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -5960787.000000 Penalty: 1056.367676
	Iteration 181Q: 3 clusters Score -5960787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -5960786.000000 Penalty: 1056.367676
	Iteration 182Q: 3 clusters Score -5960786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -5960791.000000 Penalty: 1056.367676
	Iteration 183Q: 3 clusters Score -5960791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -5960791.000000 Penalty: 1056.367676
	Iteration 184F: 3 clusters Score -5960791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 88450 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 13646 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 165765 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 9820 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157306 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 78867 members 
Mstep: Class 24 contains 35746 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 77302 members 
Mstep: Class 27 contains 21572 members 
Entering Unmasked Estep 
Score: -87359912.000000 Penalty: 17645.925781
Splitting cluster 10 changes total score from -87354288.000000 to -87359912.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (112408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112408 members 
Entering Unmasked Estep 
Score: -6220798.000000 Penalty: 529.160034
	Iteration 0F: 2 clusters Score -6220798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -6191360 nChanged 7837
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6205740 nChanged 5447
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6213452 nChanged 2410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 98745 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6215497 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99853 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6216222 nChanged 1260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6216846 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101682 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6217390 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6217798 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -6218172.000000 Penalty: 1058.320068
	Iteration 15Q: 3 clusters Score -6218172 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -6218464.500000 Penalty: 1058.320068
	Iteration 16Q: 3 clusters Score -6218464 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103817 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104206 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -6218831.500000 Penalty: 1058.320068
	Iteration 18Q: 3 clusters Score -6218832 nChanged 486
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104570 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6218957 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -6219044.500000 Penalty: 1058.320068
	Iteration 20F: 3 clusters Score -6219044 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105174 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -6219135.500000 Penalty: 1058.320068
	Iteration 21Q: 3 clusters Score -6219136 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105442 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6219236 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -6219315.500000 Penalty: 1058.320068
	Iteration 23Q: 3 clusters Score -6219316 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6219378 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -6219424.500000 Penalty: 1058.320068
	Iteration 25Q: 3 clusters Score -6219424 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106368 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -6219514.500000 Penalty: 1058.320068
	Iteration 26Q: 3 clusters Score -6219514 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106595 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6219604 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106812 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6219690 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6219744 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107207 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6219796 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107387 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -6219854.500000 Penalty: 1058.320068
	Iteration 31Q: 3 clusters Score -6219854 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107565 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6219942 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6219984 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107921 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6220028 nChanged 189
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Mstep: Class 1 contains 108102 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6220074 nChanged 196
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Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6220102 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6220137 nChanged 188
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Mstep: Class 1 contains 108635 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6220189 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -6220239.500000 Penalty: 1058.320068
	Iteration 39Q: 3 clusters Score -6220240 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108915 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6220272.000000 Penalty: 1058.320068
	Iteration 40F: 3 clusters Score -6220272 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6220284 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -6220291.000000 Penalty: 1058.320068
	Iteration 42Q: 3 clusters Score -6220291 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109270 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6220294 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109385 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6220323.500000 Penalty: 1058.320068
	Iteration 44Q: 3 clusters Score -6220324 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109479 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6220333.500000 Penalty: 1058.320068
	Iteration 45Q: 3 clusters Score -6220334 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6220330 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6220355.000000 Penalty: 1058.320068
	Iteration 47Q: 3 clusters Score -6220355 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109743 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6220369 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109814 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6220390 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109878 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6220401.000000 Penalty: 1058.320068
	Iteration 50Q: 3 clusters Score -6220401 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6220408.000000 Penalty: 1058.320068
	Iteration 51Q: 3 clusters Score -6220408 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109996 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6220416.000000 Penalty: 1058.320068
	Iteration 52Q: 3 clusters Score -6220416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110041 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6220406.500000 Penalty: 1058.320068
	Iteration 53Q: 3 clusters Score -6220406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110090 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6220416 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110141 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6220432.000000 Penalty: 1058.320068
	Iteration 55Q: 3 clusters Score -6220432 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110200 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6220442.500000 Penalty: 1058.320068
	Iteration 56Q: 3 clusters Score -6220442 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110245 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6220438.500000 Penalty: 1058.320068
	Iteration 57Q: 3 clusters Score -6220438 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110291 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6220434.000000 Penalty: 1058.320068
	Iteration 58Q: 3 clusters Score -6220434 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6220446.500000 Penalty: 1058.320068
	Iteration 59Q: 3 clusters Score -6220446 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110372 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6220457.500000 Penalty: 1058.320068
	Iteration 60F: 3 clusters Score -6220458 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110409 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6220470 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110452 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6220467.500000 Penalty: 1058.320068
	Iteration 62Q: 3 clusters Score -6220468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -6220477.000000 Penalty: 1058.320068
	Iteration 63Q: 3 clusters Score -6220477 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110516 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6220477 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6220496.000000 Penalty: 1058.320068
	Iteration 65Q: 3 clusters Score -6220496 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110562 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6220493.500000 Penalty: 1058.320068
	Iteration 66Q: 3 clusters Score -6220494 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6220496 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6220495.000000 Penalty: 1058.320068
	Iteration 68Q: 3 clusters Score -6220495 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110621 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6220490.500000 Penalty: 1058.320068
	Iteration 69Q: 3 clusters Score -6220490 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110643 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6220490 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110664 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6220490 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110686 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6220491.000000 Penalty: 1058.320068
	Iteration 72Q: 3 clusters Score -6220491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110707 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6220501.000000 Penalty: 1058.320068
	Iteration 73Q: 3 clusters Score -6220501 nChanged 16
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Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6220497 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6220494 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110744 members 
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Entering Unmasked Estep 
Score: -6220502.500000 Penalty: 1058.320068
	Iteration 76Q: 3 clusters Score -6220502 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110747 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6220512.000000 Penalty: 1058.320068
	Iteration 77Q: 3 clusters Score -6220512 nChanged 7
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Mstep: Class 1 contains 110754 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6220510 nChanged 5
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Mstep: Class 1 contains 110759 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6220512 nChanged 3
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Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6220508.500000 Penalty: 1058.320068
	Iteration 80F: 3 clusters Score -6220508 nChanged 2
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Mstep: Class 1 contains 110762 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6220512 nChanged 1
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Mstep: Class 1 contains 110763 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6220507.500000 Penalty: 1058.320068
	Iteration 82Q: 3 clusters Score -6220508 nChanged 4
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Mstep: Class 1 contains 110767 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6220511.500000 Penalty: 1058.320068
	Iteration 83Q: 3 clusters Score -6220512 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110770 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6220515.000000 Penalty: 1058.320068
	Iteration 84Q: 3 clusters Score -6220515 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110775 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6220517.000000 Penalty: 1058.320068
	Iteration 85Q: 3 clusters Score -6220517 nChanged 6
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Mstep: Class 1 contains 110779 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6220526.000000 Penalty: 1058.320068
	Iteration 86Q: 3 clusters Score -6220526 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6220525.500000 Penalty: 1058.320068
	Iteration 87Q: 3 clusters Score -6220526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6220525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110788 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6220525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110789 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6220527.000000 Penalty: 1058.320068
	Iteration 90Q: 3 clusters Score -6220527 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110792 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6220528.000000 Penalty: 1058.320068
	Iteration 91Q: 3 clusters Score -6220528 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110792 members 
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Entering Unmasked Estep 
Score: -6220522.500000 Penalty: 1058.320068
	Iteration 92Q: 3 clusters Score -6220522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110794 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6220521.500000 Penalty: 1058.320068
	Iteration 93Q: 3 clusters Score -6220522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110794 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6220521.500000 Penalty: 1058.320068
	Iteration 94F: 3 clusters Score -6220522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Entering Unmasked Estep 
Score: -707959.375000 Penalty: 433.214691
	Iteration 0F: 2 clusters Score -707959.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -698835.187500 Penalty: 866.429382
	Iteration 0F: 3 clusters Score -698835.2 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -702458.875000 Penalty: 866.429382
	Iteration 1F: 3 clusters Score -702458.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -702763.875000 Penalty: 866.429382
	Iteration 2F: 3 clusters Score -702763.9 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -703241.687500 Penalty: 866.429382
	Iteration 3F: 3 clusters Score -703241.7 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -704065.187500 Penalty: 866.429382
	Iteration 4F: 3 clusters Score -704065.2 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -705169.625000 Penalty: 866.429382
	Iteration 5F: 3 clusters Score -705169.6 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -706178.562500 Penalty: 866.429382
	Iteration 6F: 3 clusters Score -706178.6 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -706801.187500 Penalty: 866.429382
	Iteration 7F: 3 clusters Score -706801.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -707089.000000 Penalty: 866.429382
	Iteration 8Q: 3 clusters Score -707089 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -707252.125000 Penalty: 866.429382
	Iteration 9Q: 3 clusters Score -707252.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -707414.812500 Penalty: 866.429382
	Iteration 10Q: 3 clusters Score -707414.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -707582.687500 Penalty: 866.429382
	Iteration 11Q: 3 clusters Score -707582.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -707755.625000 Penalty: 866.429382
	Iteration 12Q: 3 clusters Score -707755.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -707904.812500 Penalty: 866.429382
	Iteration 13Q: 3 clusters Score -707904.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -708013.812500 Penalty: 866.429382
	Iteration 14Q: 3 clusters Score -708013.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -708080.937500 Penalty: 866.429382
	Iteration 15Q: 3 clusters Score -708080.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -708134.812500 Penalty: 866.429382
	Iteration 16Q: 3 clusters Score -708134.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -708177.937500 Penalty: 866.429382
	Iteration 17Q: 3 clusters Score -708177.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -708209.625000 Penalty: 866.429382
	Iteration 18Q: 3 clusters Score -708209.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -708230.875000 Penalty: 866.429382
	Iteration 19Q: 3 clusters Score -708230.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -708247.375000 Penalty: 866.429382
	Iteration 20F: 3 clusters Score -708247.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -708252.375000 Penalty: 866.429382
	Iteration 21Q: 3 clusters Score -708252.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -708259.812500 Penalty: 866.429382
	Iteration 22Q: 3 clusters Score -708259.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -708263.625000 Penalty: 866.429382
	Iteration 23Q: 3 clusters Score -708263.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -708265.062500 Penalty: 866.429382
	Iteration 24Q: 3 clusters Score -708265.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -708264.687500 Penalty: 866.429382
	Iteration 25Q: 3 clusters Score -708264.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -708264.500000 Penalty: 866.429382
	Iteration 26Q: 3 clusters Score -708264.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -708266.125000 Penalty: 866.429382
	Iteration 27Q: 3 clusters Score -708266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -708265.625000 Penalty: 866.429382
	Iteration 28Q: 3 clusters Score -708265.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -708266.125000 Penalty: 866.429382
	Iteration 29Q: 3 clusters Score -708266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -708267.187500 Penalty: 866.429382
	Iteration 30Q: 3 clusters Score -708267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -708267.000000 Penalty: 866.429382
	Iteration 31Q: 3 clusters Score -708267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -708268.250000 Penalty: 866.429382
	Iteration 32Q: 3 clusters Score -708268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -708268.187500 Penalty: 866.429382
	Iteration 33Q: 3 clusters Score -708268.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -708268.250000 Penalty: 866.429382
	Iteration 34Q: 3 clusters Score -708268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -708267.812500 Penalty: 866.429382
	Iteration 35Q: 3 clusters Score -708267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -708267.812500 Penalty: 866.429382
	Iteration 36F: 3 clusters Score -708267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 88450 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 165765 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 9820 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157306 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 78867 members 
Mstep: Class 24 contains 35746 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 77302 members 
Mstep: Class 27 contains 21572 members 
Mstep: Class 28 contains 3247 members 
Entering Unmasked Estep 
Score: -87360000.000000 Penalty: 18299.478516
Splitting cluster 12 changes total score from -87354288.000000 to -87360000.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (84714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84714 members 
Entering Unmasked Estep 
Score: -4589424.000000 Penalty: 516.290161
	Iteration 0F: 2 clusters Score -4589424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -4532581.000000 Penalty: 1032.580322
	Iteration 0F: 3 clusters Score -4532581 nChanged 41405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -4558652.000000 Penalty: 1032.580322
	Iteration 1F: 3 clusters Score -4558652 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -4561174.500000 Penalty: 1032.580322
	Iteration 2F: 3 clusters Score -4561174 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -4565983.000000 Penalty: 1032.580322
	Iteration 3F: 3 clusters Score -4565983 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
Score: -4573252.000000 Penalty: 1032.580322
	Iteration 4F: 3 clusters Score -4573252 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -4580766.500000 Penalty: 1032.580322
	Iteration 5F: 3 clusters Score -4580766 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 81413 members 
Entering Unmasked Estep 
Score: -4585645.500000 Penalty: 1032.580322
	Iteration 6F: 3 clusters Score -4585646 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -4587865.000000 Penalty: 1032.580322
	Iteration 7Q: 3 clusters Score -4587865 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -4588694.500000 Penalty: 1032.580322
	Iteration 8Q: 3 clusters Score -4588694 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -4588857.000000 Penalty: 1032.580322
	Iteration 9Q: 3 clusters Score -4588857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -4588929.500000 Penalty: 1032.580322
	Iteration 10Q: 3 clusters Score -4588930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -4588956.000000 Penalty: 1032.580322
	Iteration 11Q: 3 clusters Score -4588956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -4588971.500000 Penalty: 1032.580322
	Iteration 12Q: 3 clusters Score -4588972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -4588971.500000 Penalty: 1032.580322
	Iteration 13Q: 3 clusters Score -4588972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -4588973.500000 Penalty: 1032.580322
	Iteration 14Q: 3 clusters Score -4588974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -4588976.000000 Penalty: 1032.580322
	Iteration 15Q: 3 clusters Score -4588976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -4588976.000000 Penalty: 1032.580322
	Iteration 16F: 3 clusters Score -4588976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (165765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Entering Unmasked Estep 
Score: -8605044.000000 Penalty: 546.833862
	Iteration 0F: 2 clusters Score -8605044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -8495821.000000 Penalty: 1093.667725
	Iteration 0F: 3 clusters Score -8495821 nChanged 81305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -8547674.000000 Penalty: 1093.667725
	Iteration 1F: 3 clusters Score -8547674 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -8551936.000000 Penalty: 1093.667725
	Iteration 2Q: 3 clusters Score -8551936 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84394 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -8559804.000000 Penalty: 1093.667725
	Iteration 3F: 3 clusters Score -8559804 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 83531 members 
Entering Unmasked Estep 
Score: -8571261.000000 Penalty: 1093.667725
	Iteration 4F: 3 clusters Score -8571261 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -8581730.000000 Penalty: 1093.667725
	Iteration 5F: 3 clusters Score -8581730 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -8586637.000000 Penalty: 1093.667725
	Iteration 6F: 3 clusters Score -8586637 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
Score: -8588250.000000 Penalty: 1093.667725
	Iteration 7Q: 3 clusters Score -8588250 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -8589240.000000 Penalty: 1093.667725
	Iteration 8Q: 3 clusters Score -8589240 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -8590047.000000 Penalty: 1093.667725
	Iteration 9Q: 3 clusters Score -8590047 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -8590940.000000 Penalty: 1093.667725
	Iteration 10Q: 3 clusters Score -8590940 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -8591746.000000 Penalty: 1093.667725
	Iteration 11Q: 3 clusters Score -8591746 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 94760 members 
Entering Unmasked Estep 
Score: -8592469.000000 Penalty: 1093.667725
	Iteration 12Q: 3 clusters Score -8592469 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -8593147.000000 Penalty: 1093.667725
	Iteration 13Q: 3 clusters Score -8593147 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -8593742.000000 Penalty: 1093.667725
	Iteration 14Q: 3 clusters Score -8593742 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 97207 members 
Entering Unmasked Estep 
Score: -8594263.000000 Penalty: 1093.667725
	Iteration 15Q: 3 clusters Score -8594263 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -8594600.000000 Penalty: 1093.667725
	Iteration 16Q: 3 clusters Score -8594600 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 98314 members 
Entering Unmasked Estep 
Score: -8594839.000000 Penalty: 1093.667725
	Iteration 17Q: 3 clusters Score -8594839 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -8595096.000000 Penalty: 1093.667725
	Iteration 18Q: 3 clusters Score -8595096 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 99232 members 
Entering Unmasked Estep 
Score: -8595268.000000 Penalty: 1093.667725
	Iteration 19Q: 3 clusters Score -8595268 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 99619 members 
Entering Unmasked Estep 
Score: -8595447.000000 Penalty: 1093.667725
	Iteration 20F: 3 clusters Score -8595447 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 99967 members 
Entering Unmasked Estep 
Score: -8595582.000000 Penalty: 1093.667725
	Iteration 21Q: 3 clusters Score -8595582 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 100285 members 
Entering Unmasked Estep 
Score: -8595636.000000 Penalty: 1093.667725
	Iteration 22Q: 3 clusters Score -8595636 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -8595712.000000 Penalty: 1093.667725
	Iteration 23Q: 3 clusters Score -8595712 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 100821 members 
Entering Unmasked Estep 
Score: -8595773.000000 Penalty: 1093.667725
	Iteration 24Q: 3 clusters Score -8595773 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 101096 members 
Entering Unmasked Estep 
Score: -8595833.000000 Penalty: 1093.667725
	Iteration 25Q: 3 clusters Score -8595833 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 101379 members 
Entering Unmasked Estep 
Score: -8595894.000000 Penalty: 1093.667725
	Iteration 26Q: 3 clusters Score -8595894 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 101657 members 
Entering Unmasked Estep 
Score: -8595924.000000 Penalty: 1093.667725
	Iteration 27Q: 3 clusters Score -8595924 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 101940 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8595918 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 102216 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8595955 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8595975 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 102790 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8596013 nChanged 293
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Mstep: Class 1 contains 62684 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8595995 nChanged 284
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 103363 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8596023 nChanged 266
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8596052 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 103926 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8596060 nChanged 271
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Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 104197 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8596049 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 104471 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8596077 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8596080 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 105036 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8596134 nChanged 341
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Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8596153 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 105737 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8596207 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -8596235.000000 Penalty: 1093.667725
	Iteration 42Q: 3 clusters Score -8596235 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8596300 nChanged 503
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 107127 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8596398 nChanged 496
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Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 107623 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8596441 nChanged 518
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Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 108141 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8596484 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 108639 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8596546 nChanged 515
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 109152 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8596670 nChanged 547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8596772 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 110296 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8596872 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -8596966.000000 Penalty: 1093.667725
	Iteration 51Q: 3 clusters Score -8596966 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 111723 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8597153 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 112495 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8597389 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8597626 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8597895 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 115244 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8598157 nChanged 1026
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 116236 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8598481 nChanged 1039
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8598792 nChanged 1081
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 118284 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8599152 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 119315 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8599467 nChanged 1135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 120422 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8599846 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 121610 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8600177 nChanged 1187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8600587 nChanged 1200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 123965 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8600998 nChanged 1172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 125123 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8601488 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8601928 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8602362 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 128796 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8602762 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 130066 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8603204 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 131355 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8603725 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 132644 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8604120 nChanged 1230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 133872 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8604522 nChanged 1093
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 134965 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8604860 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 136007 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8605173 nChanged 1085
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 137092 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8605494 nChanged 1043
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 138135 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8605709 nChanged 961
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 139096 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8605916 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 140017 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8606064 nChanged 921
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8606262 nChanged 897
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 141835 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8606361 nChanged 854
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 142689 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8606465 nChanged 859
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22217 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8606554 nChanged 853
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 144401 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8606680 nChanged 759
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 145160 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8606773 nChanged 674
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8606864 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 146485 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8607064 nChanged 585
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 147070 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8607233 nChanged 542
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Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 147612 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8607426 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 148116 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8607523 nChanged 449
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Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 148565 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8607622 nChanged 430
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Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 148995 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8607778 nChanged 379
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Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 149374 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8607894 nChanged 375
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Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 149749 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8607993 nChanged 377
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Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 150126 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8608090 nChanged 363
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Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 150489 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8608217 nChanged 311
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Mstep: Class 2 contains 150800 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8608294 nChanged 328
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8608415 nChanged 330
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8608493 nChanged 291
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Mstep: Class 2 contains 151749 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8608530 nChanged 259
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Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 152008 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8608560 nChanged 242
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Mstep: Class 2 contains 152250 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8608583 nChanged 241
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Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 152491 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8608654 nChanged 267
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Mstep: Class 1 contains 13007 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8608675 nChanged 256
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Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8608695 nChanged 250
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Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 153264 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8608738 nChanged 270
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Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 153534 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8608767 nChanged 264
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Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 153798 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8608758 nChanged 283
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Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 154081 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8608779 nChanged 224
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Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 154305 members 
Entering Unmasked Estep 
Score: -8608759.000000 Penalty: 1093.667725
	Iteration 109Q: 3 clusters Score -8608759 nChanged 234
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Mstep: Class 1 contains 11226 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8608813 nChanged 210
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Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 154749 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8608825 nChanged 213
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Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8608811 nChanged 190
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8608808 nChanged 168
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8608819 nChanged 182
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Mstep: Class 2 contains 155502 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8608840 nChanged 188
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Mstep: Class 2 contains 155690 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8608804 nChanged 204
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Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 155894 members 
Entering Unmasked Estep 
Score: -8608822.000000 Penalty: 1093.667725
	Iteration 117Q: 3 clusters Score -8608822 nChanged 186
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Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 156080 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8608813 nChanged 176
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Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8608785 nChanged 153
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8608778 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 156571 members 
Entering Unmasked Estep 
Score: -8608748.000000 Penalty: 1093.667725
	Iteration 121Q: 3 clusters Score -8608748 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 156726 members 
Entering Unmasked Estep 
Score: -8608763.000000 Penalty: 1093.667725
	Iteration 122Q: 3 clusters Score -8608763 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 156868 members 
Entering Unmasked Estep 
Score: -8608743.000000 Penalty: 1093.667725
	Iteration 123Q: 3 clusters Score -8608743 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 157005 members 
Entering Unmasked Estep 
Score: -8608720.000000 Penalty: 1093.667725
	Iteration 124Q: 3 clusters Score -8608720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 157143 members 
Entering Unmasked Estep 
Score: -8608716.000000 Penalty: 1093.667725
	Iteration 125Q: 3 clusters Score -8608716 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 157282 members 
Entering Unmasked Estep 
Score: -8608664.000000 Penalty: 1093.667725
	Iteration 126Q: 3 clusters Score -8608664 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -8608659.000000 Penalty: 1093.667725
	Iteration 127Q: 3 clusters Score -8608659 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -8608640.000000 Penalty: 1093.667725
	Iteration 128Q: 3 clusters Score -8608640 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 157664 members 
Entering Unmasked Estep 
Score: -8608619.000000 Penalty: 1093.667725
	Iteration 129Q: 3 clusters Score -8608619 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 157772 members 
Entering Unmasked Estep 
Score: -8608623.000000 Penalty: 1093.667725
	Iteration 130Q: 3 clusters Score -8608623 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 157879 members 
Entering Unmasked Estep 
Score: -8608605.000000 Penalty: 1093.667725
	Iteration 131Q: 3 clusters Score -8608605 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 157968 members 
Entering Unmasked Estep 
Score: -8608601.000000 Penalty: 1093.667725
	Iteration 132Q: 3 clusters Score -8608601 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 158057 members 
Entering Unmasked Estep 
Score: -8608569.000000 Penalty: 1093.667725
	Iteration 133Q: 3 clusters Score -8608569 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -8608541.000000 Penalty: 1093.667725
	Iteration 134Q: 3 clusters Score -8608541 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -8608530.000000 Penalty: 1093.667725
	Iteration 135Q: 3 clusters Score -8608530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 158271 members 
Entering Unmasked Estep 
Score: -8608531.000000 Penalty: 1093.667725
	Iteration 136Q: 3 clusters Score -8608531 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 158339 members 
Entering Unmasked Estep 
Score: -8608497.000000 Penalty: 1093.667725
	Iteration 137Q: 3 clusters Score -8608497 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 158408 members 
Entering Unmasked Estep 
Score: -8608495.000000 Penalty: 1093.667725
	Iteration 138Q: 3 clusters Score -8608495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 158461 members 
Entering Unmasked Estep 
Score: -8608482.000000 Penalty: 1093.667725
	Iteration 139Q: 3 clusters Score -8608482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -8608489.000000 Penalty: 1093.667725
	Iteration 140F: 3 clusters Score -8608489 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 158571 members 
Entering Unmasked Estep 
Score: -8608492.000000 Penalty: 1093.667725
	Iteration 141Q: 3 clusters Score -8608492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 158608 members 
Entering Unmasked Estep 
Score: -8608476.000000 Penalty: 1093.667725
	Iteration 142Q: 3 clusters Score -8608476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 158636 members 
Entering Unmasked Estep 
Score: -8608466.000000 Penalty: 1093.667725
	Iteration 143Q: 3 clusters Score -8608466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 158659 members 
Entering Unmasked Estep 
Score: -8608470.000000 Penalty: 1093.667725
	Iteration 144Q: 3 clusters Score -8608470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 158678 members 
Entering Unmasked Estep 
Score: -8608472.000000 Penalty: 1093.667725
	Iteration 145Q: 3 clusters Score -8608472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 158698 members 
Entering Unmasked Estep 
Score: -8608453.000000 Penalty: 1093.667725
	Iteration 146Q: 3 clusters Score -8608453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 158715 members 
Entering Unmasked Estep 
Score: -8608456.000000 Penalty: 1093.667725
	Iteration 147Q: 3 clusters Score -8608456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 158731 members 
Entering Unmasked Estep 
Score: -8608452.000000 Penalty: 1093.667725
	Iteration 148Q: 3 clusters Score -8608452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 158751 members 
Entering Unmasked Estep 
Score: -8608450.000000 Penalty: 1093.667725
	Iteration 149Q: 3 clusters Score -8608450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 158769 members 
Entering Unmasked Estep 
Score: -8608455.000000 Penalty: 1093.667725
	Iteration 150Q: 3 clusters Score -8608455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -8608460.000000 Penalty: 1093.667725
	Iteration 151Q: 3 clusters Score -8608460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 158805 members 
Entering Unmasked Estep 
Score: -8608478.000000 Penalty: 1093.667725
	Iteration 152Q: 3 clusters Score -8608478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 158822 members 
Entering Unmasked Estep 
Score: -8608468.000000 Penalty: 1093.667725
	Iteration 153Q: 3 clusters Score -8608468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -8608470.000000 Penalty: 1093.667725
	Iteration 154Q: 3 clusters Score -8608470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 158853 members 
Entering Unmasked Estep 
Score: -8608476.000000 Penalty: 1093.667725
	Iteration 155Q: 3 clusters Score -8608476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 158871 members 
Entering Unmasked Estep 
Score: -8608470.000000 Penalty: 1093.667725
	Iteration 156Q: 3 clusters Score -8608470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 158893 members 
Entering Unmasked Estep 
Score: -8608467.000000 Penalty: 1093.667725
	Iteration 157Q: 3 clusters Score -8608467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 158919 members 
Entering Unmasked Estep 
Score: -8608469.000000 Penalty: 1093.667725
	Iteration 158Q: 3 clusters Score -8608469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 158946 members 
Entering Unmasked Estep 
Score: -8608460.000000 Penalty: 1093.667725
	Iteration 159Q: 3 clusters Score -8608460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 158966 members 
Entering Unmasked Estep 
Score: -8608463.000000 Penalty: 1093.667725
	Iteration 160F: 3 clusters Score -8608463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -8608450.000000 Penalty: 1093.667725
	Iteration 161Q: 3 clusters Score -8608450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 159012 members 
Entering Unmasked Estep 
Score: -8608436.000000 Penalty: 1093.667725
	Iteration 162Q: 3 clusters Score -8608436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 159033 members 
Entering Unmasked Estep 
Score: -8608448.000000 Penalty: 1093.667725
	Iteration 163Q: 3 clusters Score -8608448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 159056 members 
Entering Unmasked Estep 
Score: -8608443.000000 Penalty: 1093.667725
	Iteration 164Q: 3 clusters Score -8608443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 159078 members 
Entering Unmasked Estep 
Score: -8608451.000000 Penalty: 1093.667725
	Iteration 165Q: 3 clusters Score -8608451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 159101 members 
Entering Unmasked Estep 
Score: -8608451.000000 Penalty: 1093.667725
	Iteration 166Q: 3 clusters Score -8608451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 159131 members 
Entering Unmasked Estep 
Score: -8608440.000000 Penalty: 1093.667725
	Iteration 167Q: 3 clusters Score -8608440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 159160 members 
Entering Unmasked Estep 
Score: -8608436.000000 Penalty: 1093.667725
	Iteration 168Q: 3 clusters Score -8608436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 159189 members 
Entering Unmasked Estep 
Score: -8608434.000000 Penalty: 1093.667725
	Iteration 169Q: 3 clusters Score -8608434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -8608421.000000 Penalty: 1093.667725
	Iteration 170Q: 3 clusters Score -8608421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 159236 members 
Entering Unmasked Estep 
Score: -8608412.000000 Penalty: 1093.667725
	Iteration 171Q: 3 clusters Score -8608412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 159270 members 
Entering Unmasked Estep 
Score: -8608405.000000 Penalty: 1093.667725
	Iteration 172Q: 3 clusters Score -8608405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 159297 members 
Entering Unmasked Estep 
Score: -8608398.000000 Penalty: 1093.667725
	Iteration 173Q: 3 clusters Score -8608398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 159323 members 
Entering Unmasked Estep 
Score: -8608385.000000 Penalty: 1093.667725
	Iteration 174Q: 3 clusters Score -8608385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -8608370.000000 Penalty: 1093.667725
	Iteration 175Q: 3 clusters Score -8608370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -8608364.000000 Penalty: 1093.667725
	Iteration 176Q: 3 clusters Score -8608364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -8608353.000000 Penalty: 1093.667725
	Iteration 177Q: 3 clusters Score -8608353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 159384 members 
Entering Unmasked Estep 
Score: -8608356.000000 Penalty: 1093.667725
	Iteration 178Q: 3 clusters Score -8608356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -8608354.000000 Penalty: 1093.667725
	Iteration 179Q: 3 clusters Score -8608354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -8608353.000000 Penalty: 1093.667725
	Iteration 180F: 3 clusters Score -8608353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 159414 members 
Entering Unmasked Estep 
Score: -8608356.000000 Penalty: 1093.667725
	Iteration 181Q: 3 clusters Score -8608356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 159428 members 
Entering Unmasked Estep 
Score: -8608353.000000 Penalty: 1093.667725
	Iteration 182Q: 3 clusters Score -8608353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 159440 members 
Entering Unmasked Estep 
Score: -8608352.000000 Penalty: 1093.667725
	Iteration 183Q: 3 clusters Score -8608352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -8608347.000000 Penalty: 1093.667725
	Iteration 184Q: 3 clusters Score -8608347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 159463 members 
Entering Unmasked Estep 
Score: -8608348.000000 Penalty: 1093.667725
	Iteration 185Q: 3 clusters Score -8608348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 159474 members 
Entering Unmasked Estep 
Score: -8608336.000000 Penalty: 1093.667725
	Iteration 186Q: 3 clusters Score -8608336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -8608335.000000 Penalty: 1093.667725
	Iteration 187Q: 3 clusters Score -8608335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 159495 members 
Entering Unmasked Estep 
Score: -8608336.000000 Penalty: 1093.667725
	Iteration 188Q: 3 clusters Score -8608336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 159504 members 
Entering Unmasked Estep 
Score: -8608333.000000 Penalty: 1093.667725
	Iteration 189Q: 3 clusters Score -8608333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 159509 members 
Entering Unmasked Estep 
Score: -8608331.000000 Penalty: 1093.667725
	Iteration 190Q: 3 clusters Score -8608331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 159513 members 
Entering Unmasked Estep 
Score: -8608331.000000 Penalty: 1093.667725
	Iteration 191Q: 3 clusters Score -8608331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 159516 members 
Entering Unmasked Estep 
Score: -8608330.000000 Penalty: 1093.667725
	Iteration 192Q: 3 clusters Score -8608330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 159519 members 
Entering Unmasked Estep 
Score: -8608334.000000 Penalty: 1093.667725
	Iteration 193Q: 3 clusters Score -8608334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 159522 members 
Entering Unmasked Estep 
Score: -8608333.000000 Penalty: 1093.667725
	Iteration 194Q: 3 clusters Score -8608333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 159525 members 
Entering Unmasked Estep 
Score: -8608329.000000 Penalty: 1093.667725
	Iteration 195Q: 3 clusters Score -8608329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 159528 members 
Entering Unmasked Estep 
Score: -8608329.000000 Penalty: 1093.667725
	Iteration 196Q: 3 clusters Score -8608329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 159532 members 
Entering Unmasked Estep 
Score: -8608328.000000 Penalty: 1093.667725
	Iteration 197Q: 3 clusters Score -8608328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 159534 members 
Entering Unmasked Estep 
Score: -8608328.000000 Penalty: 1093.667725
	Iteration 198Q: 3 clusters Score -8608328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 159536 members 
Entering Unmasked Estep 
Score: -8608333.000000 Penalty: 1093.667725
	Iteration 199Q: 3 clusters Score -8608333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 159536 members 
Entering Unmasked Estep 
Score: -8608333.000000 Penalty: 1093.667725
	Iteration 200F: 3 clusters Score -8608333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 88450 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 9820 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157306 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 78867 members 
Mstep: Class 24 contains 35746 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 77302 members 
Mstep: Class 27 contains 21572 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 159536 members 
Entering Unmasked Estep 
Score: -87362840.000000 Penalty: 18953.031250
Splitting cluster 14 changes total score from -87354288.000000 to -87362840.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (94117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Entering Unmasked Estep 
Score: -4954164.000000 Penalty: 521.079407
	Iteration 0F: 2 clusters Score -4954164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -4891556.000000 Penalty: 1042.158813
	Iteration 0F: 3 clusters Score -4891556 nChanged 45923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -4920995.500000 Penalty: 1042.158813
	Iteration 1F: 3 clusters Score -4920996 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -4923097.000000 Penalty: 1042.158813
	Iteration 2F: 3 clusters Score -4923097 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4926261.000000 Penalty: 1042.158813
	Iteration 3F: 3 clusters Score -4926261 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4931201.000000 Penalty: 1042.158813
	Iteration 4F: 3 clusters Score -4931201 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -4937184.500000 Penalty: 1042.158813
	Iteration 5F: 3 clusters Score -4937184 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4942478.000000 Penalty: 1042.158813
	Iteration 6F: 3 clusters Score -4942478 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -4946094.000000 Penalty: 1042.158813
	Iteration 7Q: 3 clusters Score -4946094 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4948228.000000 Penalty: 1042.158813
	Iteration 8Q: 3 clusters Score -4948228 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -4949540.000000 Penalty: 1042.158813
	Iteration 9Q: 3 clusters Score -4949540 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4950403.000000 Penalty: 1042.158813
	Iteration 10Q: 3 clusters Score -4950403 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88191 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4951188.500000 Penalty: 1042.158813
	Iteration 11Q: 3 clusters Score -4951188 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89564 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -4951880.500000 Penalty: 1042.158813
	Iteration 12Q: 3 clusters Score -4951880 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4952387.000000 Penalty: 1042.158813
	Iteration 13Q: 3 clusters Score -4952387 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91533 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4952767.500000 Penalty: 1042.158813
	Iteration 14Q: 3 clusters Score -4952768 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4953111.500000 Penalty: 1042.158813
	Iteration 15Q: 3 clusters Score -4953112 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92820 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4953394.000000 Penalty: 1042.158813
	Iteration 16Q: 3 clusters Score -4953394 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4953583.500000 Penalty: 1042.158813
	Iteration 17Q: 3 clusters Score -4953584 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4953699.000000 Penalty: 1042.158813
	Iteration 18Q: 3 clusters Score -4953699 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93587 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4953775.500000 Penalty: 1042.158813
	Iteration 19Q: 3 clusters Score -4953776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4953825.500000 Penalty: 1042.158813
	Iteration 20F: 3 clusters Score -4953826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93720 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4953850.000000 Penalty: 1042.158813
	Iteration 21Q: 3 clusters Score -4953850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4953883.500000 Penalty: 1042.158813
	Iteration 22Q: 3 clusters Score -4953884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93775 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4953909.000000 Penalty: 1042.158813
	Iteration 23Q: 3 clusters Score -4953909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4953927.000000 Penalty: 1042.158813
	Iteration 24Q: 3 clusters Score -4953927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4953931.500000 Penalty: 1042.158813
	Iteration 25Q: 3 clusters Score -4953932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4953946.000000 Penalty: 1042.158813
	Iteration 26Q: 3 clusters Score -4953946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93803 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4953958.500000 Penalty: 1042.158813
	Iteration 27Q: 3 clusters Score -4953958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4953960.500000 Penalty: 1042.158813
	Iteration 28Q: 3 clusters Score -4953960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4953965.500000 Penalty: 1042.158813
	Iteration 29Q: 3 clusters Score -4953966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4953964.500000 Penalty: 1042.158813
	Iteration 30Q: 3 clusters Score -4953964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4953969.000000 Penalty: 1042.158813
	Iteration 31Q: 3 clusters Score -4953969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93817 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4953965.500000 Penalty: 1042.158813
	Iteration 32Q: 3 clusters Score -4953966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4953961.500000 Penalty: 1042.158813
	Iteration 33Q: 3 clusters Score -4953962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93829 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4953966.500000 Penalty: 1042.158813
	Iteration 34Q: 3 clusters Score -4953966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4953974.500000 Penalty: 1042.158813
	Iteration 35Q: 3 clusters Score -4953974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93843 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4953982.500000 Penalty: 1042.158813
	Iteration 36Q: 3 clusters Score -4953982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4953981.500000 Penalty: 1042.158813
	Iteration 37Q: 3 clusters Score -4953982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4953981.000000 Penalty: 1042.158813
	Iteration 38Q: 3 clusters Score -4953981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93863 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4953980.500000 Penalty: 1042.158813
	Iteration 39Q: 3 clusters Score -4953980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4953981.500000 Penalty: 1042.158813
	Iteration 40F: 3 clusters Score -4953982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4953981.500000 Penalty: 1042.158813
	Iteration 41Q: 3 clusters Score -4953982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4953979.500000 Penalty: 1042.158813
	Iteration 42Q: 3 clusters Score -4953980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93863 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4953980.000000 Penalty: 1042.158813
	Iteration 43Q: 3 clusters Score -4953980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4953985.000000 Penalty: 1042.158813
	Iteration 44Q: 3 clusters Score -4953985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4953986.000000 Penalty: 1042.158813
	Iteration 45Q: 3 clusters Score -4953986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4953987.000000 Penalty: 1042.158813
	Iteration 46Q: 3 clusters Score -4953987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4953984.000000 Penalty: 1042.158813
	Iteration 47Q: 3 clusters Score -4953984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4953986.000000 Penalty: 1042.158813
	Iteration 48Q: 3 clusters Score -4953986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4953986.000000 Penalty: 1042.158813
	Iteration 49F: 3 clusters Score -4953986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -114343.648438 Penalty: 350.977203
	Iteration 0F: 2 clusters Score -114343.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -112792.695312 Penalty: 701.954407
	Iteration 0F: 3 clusters Score -112792.7 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -113395.609375 Penalty: 701.954407
	Iteration 1F: 3 clusters Score -113395.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -113546.382812 Penalty: 701.954407
	Iteration 2F: 3 clusters Score -113546.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -113705.945312 Penalty: 701.954407
	Iteration 3F: 3 clusters Score -113705.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -113829.421875 Penalty: 701.954407
	Iteration 4F: 3 clusters Score -113829.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -113887.679688 Penalty: 701.954407
	Iteration 5F: 3 clusters Score -113887.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -113927.515625 Penalty: 701.954407
	Iteration 6Q: 3 clusters Score -113927.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -113959.085938 Penalty: 701.954407
	Iteration 7Q: 3 clusters Score -113959.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -113981.578125 Penalty: 701.954407
	Iteration 8Q: 3 clusters Score -113981.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -113997.867188 Penalty: 701.954407
	Iteration 9Q: 3 clusters Score -113997.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -114011.156250 Penalty: 701.954407
	Iteration 10Q: 3 clusters Score -114011.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -114028.070312 Penalty: 701.954407
	Iteration 11Q: 3 clusters Score -114028.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -114048.492188 Penalty: 701.954407
	Iteration 12Q: 3 clusters Score -114048.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -114076.757812 Penalty: 701.954407
	Iteration 13Q: 3 clusters Score -114076.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -114096.734375 Penalty: 701.954407
	Iteration 14Q: 3 clusters Score -114096.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -114110.820312 Penalty: 701.954407
	Iteration 15Q: 3 clusters Score -114110.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -114122.203125 Penalty: 701.954407
	Iteration 16Q: 3 clusters Score -114122.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -114132.335938 Penalty: 701.954407
	Iteration 17Q: 3 clusters Score -114132.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -114147.179688 Penalty: 701.954407
	Iteration 18Q: 3 clusters Score -114147.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -114164.460938 Penalty: 701.954407
	Iteration 19Q: 3 clusters Score -114164.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -114183.218750 Penalty: 701.954407
	Iteration 20F: 3 clusters Score -114183.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -114209.617188 Penalty: 701.954407
	Iteration 21Q: 3 clusters Score -114209.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -114240.007812 Penalty: 701.954407
	Iteration 22Q: 3 clusters Score -114240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -114267.734375 Penalty: 701.954407
	Iteration 23Q: 3 clusters Score -114267.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114285.804688 Penalty: 701.954407
	Iteration 24Q: 3 clusters Score -114285.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -114296.351562 Penalty: 701.954407
	Iteration 25Q: 3 clusters Score -114296.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -114303.656250 Penalty: 701.954407
	Iteration 26Q: 3 clusters Score -114303.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -114308.062500 Penalty: 701.954407
	Iteration 27Q: 3 clusters Score -114308.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -114312.039062 Penalty: 701.954407
	Iteration 28Q: 3 clusters Score -114312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -114316.304688 Penalty: 701.954407
	Iteration 29Q: 3 clusters Score -114316.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114321.976562 Penalty: 701.954407
	Iteration 30Q: 3 clusters Score -114322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -114326.835938 Penalty: 701.954407
	Iteration 31Q: 3 clusters Score -114326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114331.593750 Penalty: 701.954407
	Iteration 32Q: 3 clusters Score -114331.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114333.414062 Penalty: 701.954407
	Iteration 33Q: 3 clusters Score -114333.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -114335.718750 Penalty: 701.954407
	Iteration 34Q: 3 clusters Score -114335.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -114337.328125 Penalty: 701.954407
	Iteration 35Q: 3 clusters Score -114337.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -114338.843750 Penalty: 701.954407
	Iteration 36Q: 3 clusters Score -114338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -114339.257812 Penalty: 701.954407
	Iteration 37Q: 3 clusters Score -114339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114339.921875 Penalty: 701.954407
	Iteration 38Q: 3 clusters Score -114339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -114340.718750 Penalty: 701.954407
	Iteration 39Q: 3 clusters Score -114340.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114343.429688 Penalty: 701.954407
	Iteration 40F: 3 clusters Score -114343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114345.304688 Penalty: 701.954407
	Iteration 41Q: 3 clusters Score -114345.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114346.445312 Penalty: 701.954407
	Iteration 42Q: 3 clusters Score -114346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114346.468750 Penalty: 701.954407
	Iteration 43Q: 3 clusters Score -114346.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114346.710938 Penalty: 701.954407
	Iteration 44Q: 3 clusters Score -114346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114346.710938 Penalty: 701.954407
	Iteration 45F: 3 clusters Score -114346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 88450 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 9820 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157306 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 78867 members 
Mstep: Class 24 contains 35746 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 77302 members 
Mstep: Class 27 contains 21572 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 159536 members 
Mstep: Class 30 contains 369 members 
Entering Unmasked Estep 
Score: -87362416.000000 Penalty: 19606.583984
Splitting cluster 16 changes total score from -87354288.000000 to -87362416.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (9820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Entering Unmasked Estep 
Score: -516289.250000 Penalty: 418.244049
	Iteration 0F: 2 clusters Score -516289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -509813.218750 Penalty: 836.488098
	Iteration 0F: 3 clusters Score -509813.2 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -512860.312500 Penalty: 836.488098
	Iteration 1F: 3 clusters Score -512860.3 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -513619.437500 Penalty: 836.488098
	Iteration 2F: 3 clusters Score -513619.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -514314.687500 Penalty: 836.488098
	Iteration 3F: 3 clusters Score -514314.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -514868.531250 Penalty: 836.488098
	Iteration 4F: 3 clusters Score -514868.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -515301.125000 Penalty: 836.488098
	Iteration 5F: 3 clusters Score -515301.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -515661.375000 Penalty: 836.488098
	Iteration 6Q: 3 clusters Score -515661.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -515915.312500 Penalty: 836.488098
	Iteration 7Q: 3 clusters Score -515915.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -516033.281250 Penalty: 836.488098
	Iteration 8Q: 3 clusters Score -516033.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -516105.125000 Penalty: 836.488098
	Iteration 9Q: 3 clusters Score -516105.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -516152.187500 Penalty: 836.488098
	Iteration 10Q: 3 clusters Score -516152.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -516191.500000 Penalty: 836.488098
	Iteration 11Q: 3 clusters Score -516191.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -516247.531250 Penalty: 836.488098
	Iteration 12Q: 3 clusters Score -516247.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -516351.031250 Penalty: 836.488098
	Iteration 13Q: 3 clusters Score -516351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -516402.437500 Penalty: 836.488098
	Iteration 14Q: 3 clusters Score -516402.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -516416.968750 Penalty: 836.488098
	Iteration 15Q: 3 clusters Score -516417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -516423.906250 Penalty: 836.488098
	Iteration 16Q: 3 clusters Score -516423.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -516424.218750 Penalty: 836.488098
	Iteration 17Q: 3 clusters Score -516424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -516425.843750 Penalty: 836.488098
	Iteration 18Q: 3 clusters Score -516425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -516426.656250 Penalty: 836.488098
	Iteration 19Q: 3 clusters Score -516426.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -516427.312500 Penalty: 836.488098
	Iteration 20F: 3 clusters Score -516427.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -516427.500000 Penalty: 836.488098
	Iteration 21Q: 3 clusters Score -516427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -516427.718750 Penalty: 836.488098
	Iteration 22Q: 3 clusters Score -516427.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -516427.687500 Penalty: 836.488098
	Iteration 23Q: 3 clusters Score -516427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -516427.687500 Penalty: 836.488098
	Iteration 24F: 3 clusters Score -516427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 88450 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 8828 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157306 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 78867 members 
Mstep: Class 24 contains 35746 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 77302 members 
Mstep: Class 27 contains 21572 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 159536 members 
Mstep: Class 30 contains 369 members 
Mstep: Class 31 contains 992 members 
Entering Unmasked Estep 
Score: -87362344.000000 Penalty: 20260.136719
Splitting cluster 17 changes total score from -87354288.000000 to -87362344.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (96696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96696 members 
Entering Unmasked Estep 
Score: -5143551.500000 Penalty: 522.309387
	Iteration 0F: 2 clusters Score -5143552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -5079234.500000 Penalty: 1044.618774
	Iteration 0F: 3 clusters Score -5079234 nChanged 47221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5107148.500000 Penalty: 1044.618774
	Iteration 1F: 3 clusters Score -5107148 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -5107551.500000 Penalty: 1044.618774
	Iteration 2Q: 3 clusters Score -5107552 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -5108080.500000 Penalty: 1044.618774
	Iteration 3Q: 3 clusters Score -5108080 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -5108679.500000 Penalty: 1044.618774
	Iteration 4Q: 3 clusters Score -5108680 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -5109482.500000 Penalty: 1044.618774
	Iteration 5Q: 3 clusters Score -5109482 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -5110894.500000 Penalty: 1044.618774
	Iteration 6Q: 3 clusters Score -5110894 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5113374.500000 Penalty: 1044.618774
	Iteration 7Q: 3 clusters Score -5113374 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -5117837.500000 Penalty: 1044.618774
	Iteration 8F: 3 clusters Score -5117838 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -5123826.500000 Penalty: 1044.618774
	Iteration 9F: 3 clusters Score -5123826 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5128450.000000 Penalty: 1044.618774
	Iteration 10F: 3 clusters Score -5128450 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5130434.500000 Penalty: 1044.618774
	Iteration 11Q: 3 clusters Score -5130434 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -5131420.500000 Penalty: 1044.618774
	Iteration 12Q: 3 clusters Score -5131420 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5132212.500000 Penalty: 1044.618774
	Iteration 13Q: 3 clusters Score -5132212 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -5132954.000000 Penalty: 1044.618774
	Iteration 14Q: 3 clusters Score -5132954 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -5133569.000000 Penalty: 1044.618774
	Iteration 15Q: 3 clusters Score -5133569 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -5134119.500000 Penalty: 1044.618774
	Iteration 16Q: 3 clusters Score -5134120 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5134542.000000 Penalty: 1044.618774
	Iteration 17Q: 3 clusters Score -5134542 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -5134973.000000 Penalty: 1044.618774
	Iteration 18Q: 3 clusters Score -5134973 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -5135331.500000 Penalty: 1044.618774
	Iteration 19Q: 3 clusters Score -5135332 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63880 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -5135634.500000 Penalty: 1044.618774
	Iteration 20F: 3 clusters Score -5135634 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64488 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -5135881.500000 Penalty: 1044.618774
	Iteration 21Q: 3 clusters Score -5135882 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65106 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -5136100.000000 Penalty: 1044.618774
	Iteration 22Q: 3 clusters Score -5136100 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -5136271.000000 Penalty: 1044.618774
	Iteration 23Q: 3 clusters Score -5136271 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -5136479.000000 Penalty: 1044.618774
	Iteration 24Q: 3 clusters Score -5136479 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -5136613.000000 Penalty: 1044.618774
	Iteration 25Q: 3 clusters Score -5136613 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5136756.500000 Penalty: 1044.618774
	Iteration 26Q: 3 clusters Score -5136756 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -5136885.500000 Penalty: 1044.618774
	Iteration 27Q: 3 clusters Score -5136886 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5137058.500000 Penalty: 1044.618774
	Iteration 28Q: 3 clusters Score -5137058 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -5137208.000000 Penalty: 1044.618774
	Iteration 29Q: 3 clusters Score -5137208 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -5137336.000000 Penalty: 1044.618774
	Iteration 30Q: 3 clusters Score -5137336 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -5137465.500000 Penalty: 1044.618774
	Iteration 31Q: 3 clusters Score -5137466 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71519 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5137592.500000 Penalty: 1044.618774
	Iteration 32Q: 3 clusters Score -5137592 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -5137701.500000 Penalty: 1044.618774
	Iteration 33Q: 3 clusters Score -5137702 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -5137819.000000 Penalty: 1044.618774
	Iteration 34Q: 3 clusters Score -5137819 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -5137999.500000 Penalty: 1044.618774
	Iteration 35Q: 3 clusters Score -5138000 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -5138077.500000 Penalty: 1044.618774
	Iteration 36Q: 3 clusters Score -5138078 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -5138236.000000 Penalty: 1044.618774
	Iteration 37Q: 3 clusters Score -5138236 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5138384.000000 Penalty: 1044.618774
	Iteration 38Q: 3 clusters Score -5138384 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -5138563.500000 Penalty: 1044.618774
	Iteration 39Q: 3 clusters Score -5138564 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5138812.500000 Penalty: 1044.618774
	Iteration 40F: 3 clusters Score -5138812 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -5138986.500000 Penalty: 1044.618774
	Iteration 41Q: 3 clusters Score -5138986 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -5139205.500000 Penalty: 1044.618774
	Iteration 42Q: 3 clusters Score -5139206 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -5139373.000000 Penalty: 1044.618774
	Iteration 43Q: 3 clusters Score -5139373 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -5139614.000000 Penalty: 1044.618774
	Iteration 44Q: 3 clusters Score -5139614 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -5139817.000000 Penalty: 1044.618774
	Iteration 45Q: 3 clusters Score -5139817 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84164 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -5140043.500000 Penalty: 1044.618774
	Iteration 46Q: 3 clusters Score -5140044 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85201 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -5140270.000000 Penalty: 1044.618774
	Iteration 47Q: 3 clusters Score -5140270 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -5140488.000000 Penalty: 1044.618774
	Iteration 48Q: 3 clusters Score -5140488 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -5140663.000000 Penalty: 1044.618774
	Iteration 49Q: 3 clusters Score -5140663 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -5140862.000000 Penalty: 1044.618774
	Iteration 50Q: 3 clusters Score -5140862 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -5141111.000000 Penalty: 1044.618774
	Iteration 51Q: 3 clusters Score -5141111 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -5141348.000000 Penalty: 1044.618774
	Iteration 52Q: 3 clusters Score -5141348 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90731 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -5141606.000000 Penalty: 1044.618774
	Iteration 53Q: 3 clusters Score -5141606 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -5141880.500000 Penalty: 1044.618774
	Iteration 54Q: 3 clusters Score -5141880 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92217 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5142071.500000 Penalty: 1044.618774
	Iteration 55Q: 3 clusters Score -5142072 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -5142232.500000 Penalty: 1044.618774
	Iteration 56Q: 3 clusters Score -5142232 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93408 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -5142398.000000 Penalty: 1044.618774
	Iteration 57Q: 3 clusters Score -5142398 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5142589.500000 Penalty: 1044.618774
	Iteration 58Q: 3 clusters Score -5142590 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5142748.500000 Penalty: 1044.618774
	Iteration 59Q: 3 clusters Score -5142748 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94612 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5142850.500000 Penalty: 1044.618774
	Iteration 60F: 3 clusters Score -5142850 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94872 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5142927.000000 Penalty: 1044.618774
	Iteration 61Q: 3 clusters Score -5142927 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95092 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5143002.000000 Penalty: 1044.618774
	Iteration 62Q: 3 clusters Score -5143002 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5143046.000000 Penalty: 1044.618774
	Iteration 63Q: 3 clusters Score -5143046 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95413 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5143092.500000 Penalty: 1044.618774
	Iteration 64Q: 3 clusters Score -5143092 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5143135.000000 Penalty: 1044.618774
	Iteration 65Q: 3 clusters Score -5143135 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5143185.500000 Penalty: 1044.618774
	Iteration 66Q: 3 clusters Score -5143186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5143209.500000 Penalty: 1044.618774
	Iteration 67Q: 3 clusters Score -5143210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5143223.000000 Penalty: 1044.618774
	Iteration 68Q: 3 clusters Score -5143223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95834 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5143226.500000 Penalty: 1044.618774
	Iteration 69Q: 3 clusters Score -5143226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5143231.000000 Penalty: 1044.618774
	Iteration 70Q: 3 clusters Score -5143231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5143234.000000 Penalty: 1044.618774
	Iteration 71Q: 3 clusters Score -5143234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5143235.500000 Penalty: 1044.618774
	Iteration 72Q: 3 clusters Score -5143236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95975 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5143246.000000 Penalty: 1044.618774
	Iteration 73Q: 3 clusters Score -5143246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5143246.000000 Penalty: 1044.618774
	Iteration 74Q: 3 clusters Score -5143246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5143252.500000 Penalty: 1044.618774
	Iteration 75Q: 3 clusters Score -5143252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5143249.500000 Penalty: 1044.618774
	Iteration 76Q: 3 clusters Score -5143250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96049 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5143249.500000 Penalty: 1044.618774
	Iteration 77Q: 3 clusters Score -5143250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96058 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5143254.500000 Penalty: 1044.618774
	Iteration 78Q: 3 clusters Score -5143254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96063 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5143260.000000 Penalty: 1044.618774
	Iteration 79Q: 3 clusters Score -5143260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5143262.500000 Penalty: 1044.618774
	Iteration 80F: 3 clusters Score -5143262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96071 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5143257.500000 Penalty: 1044.618774
	Iteration 81Q: 3 clusters Score -5143258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5143255.500000 Penalty: 1044.618774
	Iteration 82Q: 3 clusters Score -5143256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5143260.000000 Penalty: 1044.618774
	Iteration 83Q: 3 clusters Score -5143260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5143260.500000 Penalty: 1044.618774
	Iteration 84Q: 3 clusters Score -5143260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5143265.500000 Penalty: 1044.618774
	Iteration 85Q: 3 clusters Score -5143266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5143264.000000 Penalty: 1044.618774
	Iteration 86Q: 3 clusters Score -5143264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5143260.500000 Penalty: 1044.618774
	Iteration 87Q: 3 clusters Score -5143260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5143261.000000 Penalty: 1044.618774
	Iteration 88Q: 3 clusters Score -5143261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5143271.500000 Penalty: 1044.618774
	Iteration 89Q: 3 clusters Score -5143272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5143275.000000 Penalty: 1044.618774
	Iteration 90Q: 3 clusters Score -5143275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5143276.500000 Penalty: 1044.618774
	Iteration 91Q: 3 clusters Score -5143276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5143276.000000 Penalty: 1044.618774
	Iteration 92Q: 3 clusters Score -5143276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96109 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5143284.000000 Penalty: 1044.618774
	Iteration 93Q: 3 clusters Score -5143284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96120 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5143279.500000 Penalty: 1044.618774
	Iteration 94Q: 3 clusters Score -5143280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5143280.000000 Penalty: 1044.618774
	Iteration 95Q: 3 clusters Score -5143280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5143280.000000 Penalty: 1044.618774
	Iteration 96Q: 3 clusters Score -5143280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96140 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5143280.000000 Penalty: 1044.618774
	Iteration 97Q: 3 clusters Score -5143280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5143279.000000 Penalty: 1044.618774
	Iteration 98Q: 3 clusters Score -5143279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96147 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5143278.500000 Penalty: 1044.618774
	Iteration 99Q: 3 clusters Score -5143278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96152 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5143288.500000 Penalty: 1044.618774
	Iteration 100F: 3 clusters Score -5143288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5143285.000000 Penalty: 1044.618774
	Iteration 101Q: 3 clusters Score -5143285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96156 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5143287.000000 Penalty: 1044.618774
	Iteration 102Q: 3 clusters Score -5143287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5143288.000000 Penalty: 1044.618774
	Iteration 103Q: 3 clusters Score -5143288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5143287.500000 Penalty: 1044.618774
	Iteration 104Q: 3 clusters Score -5143288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5143287.500000 Penalty: 1044.618774
	Iteration 105F: 3 clusters Score -5143288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (96826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Entering Unmasked Estep 
Score: -5349375.500000 Penalty: 522.370544
	Iteration 0F: 2 clusters Score -5349376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -5285837.000000 Penalty: 1044.741089
	Iteration 0F: 3 clusters Score -5285837 nChanged 47411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -5313531.500000 Penalty: 1044.741089
	Iteration 1F: 3 clusters Score -5313532 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -5314566.000000 Penalty: 1044.741089
	Iteration 2Q: 3 clusters Score -5314566 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -5316304.500000 Penalty: 1044.741089
	Iteration 3Q: 3 clusters Score -5316304 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -5318982.000000 Penalty: 1044.741089
	Iteration 4Q: 3 clusters Score -5318982 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -5323324.500000 Penalty: 1044.741089
	Iteration 5F: 3 clusters Score -5323324 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -5329150.000000 Penalty: 1044.741089
	Iteration 6F: 3 clusters Score -5329150 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -5334492.500000 Penalty: 1044.741089
	Iteration 7F: 3 clusters Score -5334492 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -5337422.000000 Penalty: 1044.741089
	Iteration 8Q: 3 clusters Score -5337422 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -5338729.000000 Penalty: 1044.741089
	Iteration 9Q: 3 clusters Score -5338729 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -5339529.000000 Penalty: 1044.741089
	Iteration 10Q: 3 clusters Score -5339529 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -5340274.500000 Penalty: 1044.741089
	Iteration 11Q: 3 clusters Score -5340274 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -5340978.000000 Penalty: 1044.741089
	Iteration 12Q: 3 clusters Score -5340978 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -5341722.000000 Penalty: 1044.741089
	Iteration 13Q: 3 clusters Score -5341722 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -5342402.000000 Penalty: 1044.741089
	Iteration 14Q: 3 clusters Score -5342402 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -5343095.000000 Penalty: 1044.741089
	Iteration 15Q: 3 clusters Score -5343095 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -5343806.000000 Penalty: 1044.741089
	Iteration 16Q: 3 clusters Score -5343806 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -5344462.000000 Penalty: 1044.741089
	Iteration 17Q: 3 clusters Score -5344462 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -5345054.500000 Penalty: 1044.741089
	Iteration 18Q: 3 clusters Score -5345054 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 92058 members 
Entering Unmasked Estep 
Score: -5345661.000000 Penalty: 1044.741089
	Iteration 19Q: 3 clusters Score -5345661 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -5346164.000000 Penalty: 1044.741089
	Iteration 20F: 3 clusters Score -5346164 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -5346649.500000 Penalty: 1044.741089
	Iteration 21Q: 3 clusters Score -5346650 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 94289 members 
Entering Unmasked Estep 
Score: -5347104.000000 Penalty: 1044.741089
	Iteration 22Q: 3 clusters Score -5347104 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 94810 members 
Entering Unmasked Estep 
Score: -5347486.500000 Penalty: 1044.741089
	Iteration 23Q: 3 clusters Score -5347486 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 95245 members 
Entering Unmasked Estep 
Score: -5347852.000000 Penalty: 1044.741089
	Iteration 24Q: 3 clusters Score -5347852 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -5348121.000000 Penalty: 1044.741089
	Iteration 25Q: 3 clusters Score -5348121 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -5348321.500000 Penalty: 1044.741089
	Iteration 26Q: 3 clusters Score -5348322 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -5348483.000000 Penalty: 1044.741089
	Iteration 27Q: 3 clusters Score -5348483 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 96093 members 
Entering Unmasked Estep 
Score: -5348623.500000 Penalty: 1044.741089
	Iteration 28Q: 3 clusters Score -5348624 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -5348743.000000 Penalty: 1044.741089
	Iteration 29Q: 3 clusters Score -5348743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -5348828.000000 Penalty: 1044.741089
	Iteration 30Q: 3 clusters Score -5348828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -5348873.000000 Penalty: 1044.741089
	Iteration 31Q: 3 clusters Score -5348873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -5348899.500000 Penalty: 1044.741089
	Iteration 32Q: 3 clusters Score -5348900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 96321 members 
Entering Unmasked Estep 
Score: -5348923.500000 Penalty: 1044.741089
	Iteration 33Q: 3 clusters Score -5348924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -5348953.500000 Penalty: 1044.741089
	Iteration 34Q: 3 clusters Score -5348954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -5348976.000000 Penalty: 1044.741089
	Iteration 35Q: 3 clusters Score -5348976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 96354 members 
Entering Unmasked Estep 
Score: -5348981.000000 Penalty: 1044.741089
	Iteration 36Q: 3 clusters Score -5348981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 96358 members 
Entering Unmasked Estep 
Score: -5348988.500000 Penalty: 1044.741089
	Iteration 37Q: 3 clusters Score -5348988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 96356 members 
Entering Unmasked Estep 
Score: -5348985.000000 Penalty: 1044.741089
	Iteration 38Q: 3 clusters Score -5348985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -5348988.500000 Penalty: 1044.741089
	Iteration 39Q: 3 clusters Score -5348988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -5348996.500000 Penalty: 1044.741089
	Iteration 40F: 3 clusters Score -5348996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -5348994.500000 Penalty: 1044.741089
	Iteration 41Q: 3 clusters Score -5348994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 96321 members 
Entering Unmasked Estep 
Score: -5349009.500000 Penalty: 1044.741089
	Iteration 42Q: 3 clusters Score -5349010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -5349011.000000 Penalty: 1044.741089
	Iteration 43Q: 3 clusters Score -5349011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -5349022.500000 Penalty: 1044.741089
	Iteration 44Q: 3 clusters Score -5349022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -5349027.000000 Penalty: 1044.741089
	Iteration 45Q: 3 clusters Score -5349027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -5349035.500000 Penalty: 1044.741089
	Iteration 46Q: 3 clusters Score -5349036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -5349045.000000 Penalty: 1044.741089
	Iteration 47Q: 3 clusters Score -5349045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -5349045.000000 Penalty: 1044.741089
	Iteration 48Q: 3 clusters Score -5349045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 96297 members 
Entering Unmasked Estep 
Score: -5349053.000000 Penalty: 1044.741089
	Iteration 49Q: 3 clusters Score -5349053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -5349058.000000 Penalty: 1044.741089
	Iteration 50Q: 3 clusters Score -5349058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -5349068.000000 Penalty: 1044.741089
	Iteration 51Q: 3 clusters Score -5349068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -5349067.500000 Penalty: 1044.741089
	Iteration 52Q: 3 clusters Score -5349068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 96291 members 
Entering Unmasked Estep 
Score: -5349065.500000 Penalty: 1044.741089
	Iteration 53Q: 3 clusters Score -5349066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -5349062.500000 Penalty: 1044.741089
	Iteration 54Q: 3 clusters Score -5349062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -5349073.000000 Penalty: 1044.741089
	Iteration 55Q: 3 clusters Score -5349073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -5349068.000000 Penalty: 1044.741089
	Iteration 56Q: 3 clusters Score -5349068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -5349068.000000 Penalty: 1044.741089
	Iteration 57Q: 3 clusters Score -5349068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -5349067.500000 Penalty: 1044.741089
	Iteration 58Q: 3 clusters Score -5349068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -5349069.000000 Penalty: 1044.741089
	Iteration 59Q: 3 clusters Score -5349069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 96294 members 
Entering Unmasked Estep 
Score: -5349069.000000 Penalty: 1044.741089
	Iteration 60F: 3 clusters Score -5349069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157306 members 
Entering Unmasked Estep 
Score: -8386794.000000 Penalty: 544.450623
	Iteration 0F: 2 clusters Score -8386794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -8294173.000000 Penalty: 1088.901245
	Iteration 0F: 3 clusters Score -8294173 nChanged 77446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -8342380.000000 Penalty: 1088.901245
	Iteration 1F: 3 clusters Score -8342380 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -8345219.000000 Penalty: 1088.901245
	Iteration 2Q: 3 clusters Score -8345219 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -8349798.000000 Penalty: 1088.901245
	Iteration 3F: 3 clusters Score -8349798 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -8357033.000000 Penalty: 1088.901245
	Iteration 4F: 3 clusters Score -8357033 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -8366288.500000 Penalty: 1088.901245
	Iteration 5F: 3 clusters Score -8366288 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81518 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -8372511.000000 Penalty: 1088.901245
	Iteration 6F: 3 clusters Score -8372511 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -8374553.000000 Penalty: 1088.901245
	Iteration 7Q: 3 clusters Score -8374553 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -8375047.500000 Penalty: 1088.901245
	Iteration 8Q: 3 clusters Score -8375048 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -8375332.000000 Penalty: 1088.901245
	Iteration 9Q: 3 clusters Score -8375332 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -8375637.000000 Penalty: 1088.901245
	Iteration 10Q: 3 clusters Score -8375637 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -8375974.000000 Penalty: 1088.901245
	Iteration 11Q: 3 clusters Score -8375974 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -8376304.500000 Penalty: 1088.901245
	Iteration 12Q: 3 clusters Score -8376304 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93062 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -8376653.500000 Penalty: 1088.901245
	Iteration 13Q: 3 clusters Score -8376654 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -8377014.000000 Penalty: 1088.901245
	Iteration 14Q: 3 clusters Score -8377014 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -8377353.500000 Penalty: 1088.901245
	Iteration 15Q: 3 clusters Score -8377354 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98490 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -8377716.500000 Penalty: 1088.901245
	Iteration 16Q: 3 clusters Score -8377716 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100215 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -8378045.000000 Penalty: 1088.901245
	Iteration 17Q: 3 clusters Score -8378045 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101914 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -8378319.500000 Penalty: 1088.901245
	Iteration 18Q: 3 clusters Score -8378320 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -8378580.500000 Penalty: 1088.901245
	Iteration 19Q: 3 clusters Score -8378580 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105012 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -8378760.500000 Penalty: 1088.901245
	Iteration 20F: 3 clusters Score -8378760 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -8378872.000000 Penalty: 1088.901245
	Iteration 21Q: 3 clusters Score -8378872 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107451 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -8378928.500000 Penalty: 1088.901245
	Iteration 22Q: 3 clusters Score -8378928 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -8379011.500000 Penalty: 1088.901245
	Iteration 23Q: 3 clusters Score -8379012 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109380 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -8379116.000000 Penalty: 1088.901245
	Iteration 24Q: 3 clusters Score -8379116 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110174 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -8379142.000000 Penalty: 1088.901245
	Iteration 25Q: 3 clusters Score -8379142 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110827 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8379081.000000 Penalty: 1088.901245
	Iteration 26Q: 3 clusters Score -8379081 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111354 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8379129.000000 Penalty: 1088.901245
	Iteration 27Q: 3 clusters Score -8379129 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111751 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -8379000.000000 Penalty: 1088.901245
	Iteration 28Q: 3 clusters Score -8379000 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111963 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8378750.500000 Penalty: 1088.901245
	Iteration 29Q: 3 clusters Score -8378750 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111921 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -8378595.000000 Penalty: 1088.901245
	Iteration 30Q: 3 clusters Score -8378595 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111653 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -8378327.000000 Penalty: 1088.901245
	Iteration 31Q: 3 clusters Score -8378327 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111084 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -8378005.000000 Penalty: 1088.901245
	Iteration 32Q: 3 clusters Score -8378005 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110225 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -8377647.500000 Penalty: 1088.901245
	Iteration 33Q: 3 clusters Score -8377648 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109119 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -8377196.000000 Penalty: 1088.901245
	Iteration 34Q: 3 clusters Score -8377196 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107634 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -8376688.500000 Penalty: 1088.901245
	Iteration 35Q: 3 clusters Score -8376688 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105684 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -8376396.500000 Penalty: 1088.901245
	Iteration 36Q: 3 clusters Score -8376396 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103310 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -8375924.500000 Penalty: 1088.901245
	Iteration 37Q: 3 clusters Score -8375924 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -8375926.500000 Penalty: 1088.901245
	Iteration 38Q: 3 clusters Score -8375926 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -8376123.500000 Penalty: 1088.901245
	Iteration 39Q: 3 clusters Score -8376124 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -8376289.500000 Penalty: 1088.901245
	Iteration 40F: 3 clusters Score -8376290 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91253 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -8376371.500000 Penalty: 1088.901245
	Iteration 41Q: 3 clusters Score -8376372 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88366 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -8376571.500000 Penalty: 1088.901245
	Iteration 42Q: 3 clusters Score -8376572 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -8376631.500000 Penalty: 1088.901245
	Iteration 43Q: 3 clusters Score -8376632 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -8376685.000000 Penalty: 1088.901245
	Iteration 44Q: 3 clusters Score -8376685 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -8376805.500000 Penalty: 1088.901245
	Iteration 45Q: 3 clusters Score -8376806 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -8377124.500000 Penalty: 1088.901245
	Iteration 46Q: 3 clusters Score -8377124 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83798 members 
Mstep: Class 2 contains 73508 members 
Entering Unmasked Estep 
Score: -8377311.000000 Penalty: 1088.901245
	Iteration 47Q: 3 clusters Score -8377311 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -8377595.500000 Penalty: 1088.901245
	Iteration 48Q: 3 clusters Score -8377596 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -8377808.500000 Penalty: 1088.901245
	Iteration 49Q: 3 clusters Score -8377808 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -8378005.000000 Penalty: 1088.901245
	Iteration 50Q: 3 clusters Score -8378005 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -8378226.000000 Penalty: 1088.901245
	Iteration 51Q: 3 clusters Score -8378226 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -8378444.000000 Penalty: 1088.901245
	Iteration 52Q: 3 clusters Score -8378444 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -8378610.500000 Penalty: 1088.901245
	Iteration 53Q: 3 clusters Score -8378610 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -8378738.500000 Penalty: 1088.901245
	Iteration 54Q: 3 clusters Score -8378738 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -8378911.000000 Penalty: 1088.901245
	Iteration 55Q: 3 clusters Score -8378911 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -8379028.500000 Penalty: 1088.901245
	Iteration 56Q: 3 clusters Score -8379028 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -8379177.500000 Penalty: 1088.901245
	Iteration 57Q: 3 clusters Score -8379178 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85835 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -8379270.000000 Penalty: 1088.901245
	Iteration 58Q: 3 clusters Score -8379270 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -8379388.000000 Penalty: 1088.901245
	Iteration 59Q: 3 clusters Score -8379388 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86863 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -8379437.500000 Penalty: 1088.901245
	Iteration 60F: 3 clusters Score -8379438 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -8379458.000000 Penalty: 1088.901245
	Iteration 61Q: 3 clusters Score -8379458 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -8379517.000000 Penalty: 1088.901245
	Iteration 62Q: 3 clusters Score -8379517 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -8379607.500000 Penalty: 1088.901245
	Iteration 63Q: 3 clusters Score -8379608 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
Score: -8379661.000000 Penalty: 1088.901245
	Iteration 64Q: 3 clusters Score -8379661 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89990 members 
Mstep: Class 2 contains 67316 members 
Entering Unmasked Estep 
Score: -8379709.500000 Penalty: 1088.901245
	Iteration 65Q: 3 clusters Score -8379710 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -8379772.500000 Penalty: 1088.901245
	Iteration 66Q: 3 clusters Score -8379772 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91121 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -8379857.500000 Penalty: 1088.901245
	Iteration 67Q: 3 clusters Score -8379858 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91732 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -8379903.500000 Penalty: 1088.901245
	Iteration 68Q: 3 clusters Score -8379904 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92446 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -8380008.000000 Penalty: 1088.901245
	Iteration 69Q: 3 clusters Score -8380008 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -8380132.500000 Penalty: 1088.901245
	Iteration 70Q: 3 clusters Score -8380132 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -8380199.000000 Penalty: 1088.901245
	Iteration 71Q: 3 clusters Score -8380199 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -8380295.000000 Penalty: 1088.901245
	Iteration 72Q: 3 clusters Score -8380295 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96437 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -8380300.500000 Penalty: 1088.901245
	Iteration 73Q: 3 clusters Score -8380300 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -8380311.500000 Penalty: 1088.901245
	Iteration 74Q: 3 clusters Score -8380312 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -8380394.000000 Penalty: 1088.901245
	Iteration 75Q: 3 clusters Score -8380394 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -8380471.500000 Penalty: 1088.901245
	Iteration 76Q: 3 clusters Score -8380472 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102118 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -8380513.500000 Penalty: 1088.901245
	Iteration 77Q: 3 clusters Score -8380514 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -8380635.500000 Penalty: 1088.901245
	Iteration 78Q: 3 clusters Score -8380636 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105826 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -8380757.000000 Penalty: 1088.901245
	Iteration 79Q: 3 clusters Score -8380757 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -8380892.000000 Penalty: 1088.901245
	Iteration 80F: 3 clusters Score -8380892 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109800 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -8381119.500000 Penalty: 1088.901245
	Iteration 81Q: 3 clusters Score -8381120 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8381292.000000 Penalty: 1088.901245
	Iteration 82Q: 3 clusters Score -8381292 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -8381528.500000 Penalty: 1088.901245
	Iteration 83Q: 3 clusters Score -8381528 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -8381791.000000 Penalty: 1088.901245
	Iteration 84Q: 3 clusters Score -8381791 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118820 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -8382184.000000 Penalty: 1088.901245
	Iteration 85Q: 3 clusters Score -8382184 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -8382600.000000 Penalty: 1088.901245
	Iteration 86Q: 3 clusters Score -8382600 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124238 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -8383166.500000 Penalty: 1088.901245
	Iteration 87Q: 3 clusters Score -8383166 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127054 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -8383922.500000 Penalty: 1088.901245
	Iteration 88Q: 3 clusters Score -8383922 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130033 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -8384770.000000 Penalty: 1088.901245
	Iteration 89Q: 3 clusters Score -8384770 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133101 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -8385777.000000 Penalty: 1088.901245
	Iteration 90Q: 3 clusters Score -8385777 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136215 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -8387387.500000 Penalty: 1088.901245
	Iteration 91Q: 3 clusters Score -8387388 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139148 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -8388843.000000 Penalty: 1088.901245
	Iteration 92Q: 3 clusters Score -8388843 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141680 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -8390052.000000 Penalty: 1088.901245
	Iteration 93Q: 3 clusters Score -8390052 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144043 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -8391226.000000 Penalty: 1088.901245
	Iteration 94Q: 3 clusters Score -8391226 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146125 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -8392118.000000 Penalty: 1088.901245
	Iteration 95Q: 3 clusters Score -8392118 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147951 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -8392642.000000 Penalty: 1088.901245
	Iteration 96Q: 3 clusters Score -8392642 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149452 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -8392931.000000 Penalty: 1088.901245
	Iteration 97Q: 3 clusters Score -8392931 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150658 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -8392979.000000 Penalty: 1088.901245
	Iteration 98Q: 3 clusters Score -8392979 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151705 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -8392689.000000 Penalty: 1088.901245
	Iteration 99Q: 3 clusters Score -8392689 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152610 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -8392357.000000 Penalty: 1088.901245
	Iteration 100F: 3 clusters Score -8392357 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153576 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8391857.000000 Penalty: 1088.901245
	Iteration 101Q: 3 clusters Score -8391857 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154307 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -8391154.000000 Penalty: 1088.901245
	Iteration 102Q: 3 clusters Score -8391154 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154865 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8390441.000000 Penalty: 1088.901245
	Iteration 103Q: 3 clusters Score -8390441 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155284 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8389862.000000 Penalty: 1088.901245
	Iteration 104Q: 3 clusters Score -8389862 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155611 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8389409.000000 Penalty: 1088.901245
	Iteration 105Q: 3 clusters Score -8389409 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8389028.000000 Penalty: 1088.901245
	Iteration 106Q: 3 clusters Score -8389028 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156032 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8388720.000000 Penalty: 1088.901245
	Iteration 107Q: 3 clusters Score -8388720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156172 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8388468.000000 Penalty: 1088.901245
	Iteration 108Q: 3 clusters Score -8388468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8388246.000000 Penalty: 1088.901245
	Iteration 109Q: 3 clusters Score -8388246 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156403 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8388035.000000 Penalty: 1088.901245
	Iteration 110Q: 3 clusters Score -8388035 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156509 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8387836.000000 Penalty: 1088.901245
	Iteration 111Q: 3 clusters Score -8387836 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156600 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8387686.000000 Penalty: 1088.901245
	Iteration 112Q: 3 clusters Score -8387686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156698 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8387517.000000 Penalty: 1088.901245
	Iteration 113Q: 3 clusters Score -8387517 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8387437.500000 Penalty: 1088.901245
	Iteration 114Q: 3 clusters Score -8387438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156819 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8387327.000000 Penalty: 1088.901245
	Iteration 115Q: 3 clusters Score -8387327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156862 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8387246.500000 Penalty: 1088.901245
	Iteration 116Q: 3 clusters Score -8387246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156897 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8387198.000000 Penalty: 1088.901245
	Iteration 117Q: 3 clusters Score -8387198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156921 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8387147.500000 Penalty: 1088.901245
	Iteration 118Q: 3 clusters Score -8387148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8387120.000000 Penalty: 1088.901245
	Iteration 119Q: 3 clusters Score -8387120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156969 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8387075.000000 Penalty: 1088.901245
	Iteration 120F: 3 clusters Score -8387075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8387034.500000 Penalty: 1088.901245
	Iteration 121Q: 3 clusters Score -8387034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157007 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8386995.000000 Penalty: 1088.901245
	Iteration 122Q: 3 clusters Score -8386995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157014 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8386979.000000 Penalty: 1088.901245
	Iteration 123Q: 3 clusters Score -8386979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157017 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8386967.500000 Penalty: 1088.901245
	Iteration 124Q: 3 clusters Score -8386968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157025 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8386969.000000 Penalty: 1088.901245
	Iteration 125Q: 3 clusters Score -8386969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157033 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8386939.000000 Penalty: 1088.901245
	Iteration 126Q: 3 clusters Score -8386939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8386913.500000 Penalty: 1088.901245
	Iteration 127Q: 3 clusters Score -8386914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157055 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8386897.500000 Penalty: 1088.901245
	Iteration 128Q: 3 clusters Score -8386898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157061 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8386897.000000 Penalty: 1088.901245
	Iteration 129Q: 3 clusters Score -8386897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157067 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8386874.500000 Penalty: 1088.901245
	Iteration 130Q: 3 clusters Score -8386874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157069 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8386869.500000 Penalty: 1088.901245
	Iteration 131Q: 3 clusters Score -8386870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157074 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8386852.500000 Penalty: 1088.901245
	Iteration 132Q: 3 clusters Score -8386852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157075 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8386849.000000 Penalty: 1088.901245
	Iteration 133Q: 3 clusters Score -8386849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157075 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8386847.500000 Penalty: 1088.901245
	Iteration 134Q: 3 clusters Score -8386848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157075 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8386847.500000 Penalty: 1088.901245
	Iteration 135F: 3 clusters Score -8386848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 88450 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 8828 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157075 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 17854 members 
Mstep: Class 23 contains 78867 members 
Mstep: Class 24 contains 35746 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 77302 members 
Mstep: Class 27 contains 21572 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 159536 members 
Mstep: Class 30 contains 369 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 231 members 
Entering Unmasked Estep 
Score: -87362304.000000 Penalty: 20913.689453
Splitting cluster 20 changes total score from -87354288.000000 to -87362304.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (84617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Entering Unmasked Estep 
Score: -4215078.500000 Penalty: 516.237976
	Iteration 0F: 2 clusters Score -4215078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -4158032.250000 Penalty: 1032.475952
	Iteration 0F: 3 clusters Score -4158032 nChanged 41296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -4182814.000000 Penalty: 1032.475952
	Iteration 1F: 3 clusters Score -4182814 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -4183919.750000 Penalty: 1032.475952
	Iteration 2Q: 3 clusters Score -4183920 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -4185759.750000 Penalty: 1032.475952
	Iteration 3Q: 3 clusters Score -4185760 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -4188792.000000 Penalty: 1032.475952
	Iteration 4F: 3 clusters Score -4188792 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -4193411.750000 Penalty: 1032.475952
	Iteration 5F: 3 clusters Score -4193412 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -4199098.500000 Penalty: 1032.475952
	Iteration 6F: 3 clusters Score -4199098 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -4204289.000000 Penalty: 1032.475952
	Iteration 7F: 3 clusters Score -4204289 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -4207969.000000 Penalty: 1032.475952
	Iteration 8F: 3 clusters Score -4207969 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -4210296.000000 Penalty: 1032.475952
	Iteration 9Q: 3 clusters Score -4210296 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -4211824.000000 Penalty: 1032.475952
	Iteration 10Q: 3 clusters Score -4211824 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 81605 members 
Entering Unmasked Estep 
Score: -4212865.500000 Penalty: 1032.475952
	Iteration 11Q: 3 clusters Score -4212866 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -4213522.000000 Penalty: 1032.475952
	Iteration 12Q: 3 clusters Score -4213522 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -4213898.500000 Penalty: 1032.475952
	Iteration 13Q: 3 clusters Score -4213898 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -4214179.500000 Penalty: 1032.475952
	Iteration 14Q: 3 clusters Score -4214180 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -4214335.000000 Penalty: 1032.475952
	Iteration 15Q: 3 clusters Score -4214335 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -4214437.500000 Penalty: 1032.475952
	Iteration 16Q: 3 clusters Score -4214438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -4214497.000000 Penalty: 1032.475952
	Iteration 17Q: 3 clusters Score -4214497 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -4214518.500000 Penalty: 1032.475952
	Iteration 18Q: 3 clusters Score -4214518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -4214542.500000 Penalty: 1032.475952
	Iteration 19Q: 3 clusters Score -4214542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -4214562.000000 Penalty: 1032.475952
	Iteration 20F: 3 clusters Score -4214562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 84404 members 
Entering Unmasked Estep 
Score: -4214578.000000 Penalty: 1032.475952
	Iteration 21Q: 3 clusters Score -4214578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -4214591.000000 Penalty: 1032.475952
	Iteration 22Q: 3 clusters Score -4214591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -4214601.000000 Penalty: 1032.475952
	Iteration 23Q: 3 clusters Score -4214601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 84437 members 
Entering Unmasked Estep 
Score: -4214612.000000 Penalty: 1032.475952
	Iteration 24Q: 3 clusters Score -4214612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -4214615.000000 Penalty: 1032.475952
	Iteration 25Q: 3 clusters Score -4214615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -4214620.500000 Penalty: 1032.475952
	Iteration 26Q: 3 clusters Score -4214620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 84460 members 
Entering Unmasked Estep 
Score: -4214626.500000 Penalty: 1032.475952
	Iteration 27Q: 3 clusters Score -4214626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -4214627.000000 Penalty: 1032.475952
	Iteration 28Q: 3 clusters Score -4214627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -4214627.000000 Penalty: 1032.475952
	Iteration 29Q: 3 clusters Score -4214627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -4214629.500000 Penalty: 1032.475952
	Iteration 30Q: 3 clusters Score -4214630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -4214629.500000 Penalty: 1032.475952
	Iteration 31Q: 3 clusters Score -4214630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -4214629.500000 Penalty: 1032.475952
	Iteration 32F: 3 clusters Score -4214630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Entering Unmasked Estep 
Score: -958437.562500 Penalty: 445.444214
	Iteration 0F: 2 clusters Score -958437.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -946509.937500 Penalty: 890.888428
	Iteration 0F: 3 clusters Score -946509.9 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -951473.750000 Penalty: 890.888428
	Iteration 1F: 3 clusters Score -951473.8 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -952045.187500 Penalty: 890.888428
	Iteration 2F: 3 clusters Score -952045.2 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -953493.625000 Penalty: 890.888428
	Iteration 3F: 3 clusters Score -953493.6 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -955580.187500 Penalty: 890.888428
	Iteration 4F: 3 clusters Score -955580.2 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -957473.250000 Penalty: 890.888428
	Iteration 5F: 3 clusters Score -957473.2 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -958575.437500 Penalty: 890.888428
	Iteration 6F: 3 clusters Score -958575.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -959103.687500 Penalty: 890.888428
	Iteration 7Q: 3 clusters Score -959103.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -959442.125000 Penalty: 890.888428
	Iteration 8Q: 3 clusters Score -959442.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -959644.750000 Penalty: 890.888428
	Iteration 9Q: 3 clusters Score -959644.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -959732.187500 Penalty: 890.888428
	Iteration 10Q: 3 clusters Score -959732.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -959770.062500 Penalty: 890.888428
	Iteration 11Q: 3 clusters Score -959770.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -959784.687500 Penalty: 890.888428
	Iteration 12Q: 3 clusters Score -959784.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -959789.187500 Penalty: 890.888428
	Iteration 13Q: 3 clusters Score -959789.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -959794.375000 Penalty: 890.888428
	Iteration 14Q: 3 clusters Score -959794.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -959795.875000 Penalty: 890.888428
	Iteration 15Q: 3 clusters Score -959795.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -959798.437500 Penalty: 890.888428
	Iteration 16Q: 3 clusters Score -959798.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -959797.625000 Penalty: 890.888428
	Iteration 17Q: 3 clusters Score -959797.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -959800.250000 Penalty: 890.888428
	Iteration 18Q: 3 clusters Score -959800.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -959801.125000 Penalty: 890.888428
	Iteration 19Q: 3 clusters Score -959801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -959800.750000 Penalty: 890.888428
	Iteration 20F: 3 clusters Score -959800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -959801.250000 Penalty: 890.888428
	Iteration 21Q: 3 clusters Score -959801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -959801.250000 Penalty: 890.888428
	Iteration 22Q: 3 clusters Score -959801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -959800.187500 Penalty: 890.888428
	Iteration 23Q: 3 clusters Score -959800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -959801.062500 Penalty: 890.888428
	Iteration 24Q: 3 clusters Score -959801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -959802.562500 Penalty: 890.888428
	Iteration 25Q: 3 clusters Score -959802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -959802.562500 Penalty: 890.888428
	Iteration 26F: 3 clusters Score -959802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 88450 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 8828 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157075 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 2908 members 
Mstep: Class 23 contains 78867 members 
Mstep: Class 24 contains 35746 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 77302 members 
Mstep: Class 27 contains 21572 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 159536 members 
Mstep: Class 30 contains 369 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 231 members 
Mstep: Class 33 contains 14946 members 
Entering Unmasked Estep 
Score: -87363600.000000 Penalty: 21567.242188
Splitting cluster 22 changes total score from -87354288.000000 to -87363600.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (78867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Entering Unmasked Estep 
Score: -4156380.750000 Penalty: 513.036072
	Iteration 0F: 2 clusters Score -4156381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -4103336.500000 Penalty: 1026.072144
	Iteration 0F: 3 clusters Score -4103336 nChanged 38392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4127403.750000 Penalty: 1026.072144
	Iteration 1F: 3 clusters Score -4127404 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -4129528.250000 Penalty: 1026.072144
	Iteration 2F: 3 clusters Score -4129528 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -4132986.750000 Penalty: 1026.072144
	Iteration 3F: 3 clusters Score -4132987 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -4137662.500000 Penalty: 1026.072144
	Iteration 4F: 3 clusters Score -4137662 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -4141815.750000 Penalty: 1026.072144
	Iteration 5F: 3 clusters Score -4141816 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -4144256.750000 Penalty: 1026.072144
	Iteration 6F: 3 clusters Score -4144257 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -4145506.750000 Penalty: 1026.072144
	Iteration 7Q: 3 clusters Score -4145507 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -4146492.000000 Penalty: 1026.072144
	Iteration 8Q: 3 clusters Score -4146492 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -4147380.000000 Penalty: 1026.072144
	Iteration 9Q: 3 clusters Score -4147380 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -4148328.500000 Penalty: 1026.072144
	Iteration 10Q: 3 clusters Score -4148328 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -4149331.250000 Penalty: 1026.072144
	Iteration 11Q: 3 clusters Score -4149331 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -4150408.000000 Penalty: 1026.072144
	Iteration 12Q: 3 clusters Score -4150408 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -4151581.750000 Penalty: 1026.072144
	Iteration 13Q: 3 clusters Score -4151582 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -4152629.000000 Penalty: 1026.072144
	Iteration 14Q: 3 clusters Score -4152629 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 63944 members 
Entering Unmasked Estep 
Score: -4153658.000000 Penalty: 1026.072144
	Iteration 15Q: 3 clusters Score -4153658 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -4154522.250000 Penalty: 1026.072144
	Iteration 16Q: 3 clusters Score -4154522 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -4155087.000000 Penalty: 1026.072144
	Iteration 17Q: 3 clusters Score -4155087 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -4155490.000000 Penalty: 1026.072144
	Iteration 18Q: 3 clusters Score -4155490 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -4155778.500000 Penalty: 1026.072144
	Iteration 19Q: 3 clusters Score -4155778 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 68075 members 
Entering Unmasked Estep 
Score: -4156028.000000 Penalty: 1026.072144
	Iteration 20F: 3 clusters Score -4156028 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -4156234.000000 Penalty: 1026.072144
	Iteration 21Q: 3 clusters Score -4156234 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -4156350.250000 Penalty: 1026.072144
	Iteration 22Q: 3 clusters Score -4156350 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -4156422.750000 Penalty: 1026.072144
	Iteration 23Q: 3 clusters Score -4156423 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -4156479.250000 Penalty: 1026.072144
	Iteration 24Q: 3 clusters Score -4156479 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -4156529.500000 Penalty: 1026.072144
	Iteration 25Q: 3 clusters Score -4156530 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -4156586.500000 Penalty: 1026.072144
	Iteration 26Q: 3 clusters Score -4156586 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -4156626.250000 Penalty: 1026.072144
	Iteration 27Q: 3 clusters Score -4156626 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 71450 members 
Entering Unmasked Estep 
Score: -4156661.250000 Penalty: 1026.072144
	Iteration 28Q: 3 clusters Score -4156661 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
Score: -4156709.750000 Penalty: 1026.072144
	Iteration 29Q: 3 clusters Score -4156710 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -4156735.750000 Penalty: 1026.072144
	Iteration 30Q: 3 clusters Score -4156736 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -4156757.500000 Penalty: 1026.072144
	Iteration 31Q: 3 clusters Score -4156758 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -4156771.500000 Penalty: 1026.072144
	Iteration 32Q: 3 clusters Score -4156772 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -4156799.000000 Penalty: 1026.072144
	Iteration 33Q: 3 clusters Score -4156799 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -4156818.500000 Penalty: 1026.072144
	Iteration 34Q: 3 clusters Score -4156818 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -4156834.000000 Penalty: 1026.072144
	Iteration 35Q: 3 clusters Score -4156834 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 73399 members 
Entering Unmasked Estep 
Score: -4156830.750000 Penalty: 1026.072144
	Iteration 36Q: 3 clusters Score -4156831 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -4156837.500000 Penalty: 1026.072144
	Iteration 37Q: 3 clusters Score -4156838 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -4156858.500000 Penalty: 1026.072144
	Iteration 38Q: 3 clusters Score -4156858 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 73989 members 
Entering Unmasked Estep 
Score: -4156880.750000 Penalty: 1026.072144
	Iteration 39Q: 3 clusters Score -4156881 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -4156915.000000 Penalty: 1026.072144
	Iteration 40F: 3 clusters Score -4156915 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -4156929.500000 Penalty: 1026.072144
	Iteration 41Q: 3 clusters Score -4156930 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -4156936.250000 Penalty: 1026.072144
	Iteration 42Q: 3 clusters Score -4156936 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 74531 members 
Entering Unmasked Estep 
Score: -4156937.500000 Penalty: 1026.072144
	Iteration 43Q: 3 clusters Score -4156938 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -4156928.000000 Penalty: 1026.072144
	Iteration 44Q: 3 clusters Score -4156928 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -4156939.250000 Penalty: 1026.072144
	Iteration 45Q: 3 clusters Score -4156939 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -4156935.250000 Penalty: 1026.072144
	Iteration 46Q: 3 clusters Score -4156935 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 74956 members 
Entering Unmasked Estep 
Score: -4156944.500000 Penalty: 1026.072144
	Iteration 47Q: 3 clusters Score -4156944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -4156941.250000 Penalty: 1026.072144
	Iteration 48Q: 3 clusters Score -4156941 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -4156951.000000 Penalty: 1026.072144
	Iteration 49Q: 3 clusters Score -4156951 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -4156958.500000 Penalty: 1026.072144
	Iteration 50Q: 3 clusters Score -4156958 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -4156946.250000 Penalty: 1026.072144
	Iteration 51Q: 3 clusters Score -4156946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -4156940.750000 Penalty: 1026.072144
	Iteration 52Q: 3 clusters Score -4156941 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -4156943.750000 Penalty: 1026.072144
	Iteration 53Q: 3 clusters Score -4156944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -4156928.250000 Penalty: 1026.072144
	Iteration 54Q: 3 clusters Score -4156928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 75607 members 
Entering Unmasked Estep 
Score: -4156924.750000 Penalty: 1026.072144
	Iteration 55Q: 3 clusters Score -4156925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -4156929.000000 Penalty: 1026.072144
	Iteration 56Q: 3 clusters Score -4156929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 75702 members 
Entering Unmasked Estep 
Score: -4156912.250000 Penalty: 1026.072144
	Iteration 57Q: 3 clusters Score -4156912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -4156913.750000 Penalty: 1026.072144
	Iteration 58Q: 3 clusters Score -4156914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 75790 members 
Entering Unmasked Estep 
Score: -4156913.750000 Penalty: 1026.072144
	Iteration 59Q: 3 clusters Score -4156914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -4156911.500000 Penalty: 1026.072144
	Iteration 60F: 3 clusters Score -4156912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -4156904.750000 Penalty: 1026.072144
	Iteration 61Q: 3 clusters Score -4156905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 75904 members 
Entering Unmasked Estep 
Score: -4156905.750000 Penalty: 1026.072144
	Iteration 62Q: 3 clusters Score -4156906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -4156900.750000 Penalty: 1026.072144
	Iteration 63Q: 3 clusters Score -4156901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -4156897.500000 Penalty: 1026.072144
	Iteration 64Q: 3 clusters Score -4156898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 76027 members 
Entering Unmasked Estep 
Score: -4156886.000000 Penalty: 1026.072144
	Iteration 65Q: 3 clusters Score -4156886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 76074 members 
Entering Unmasked Estep 
Score: -4156893.250000 Penalty: 1026.072144
	Iteration 66Q: 3 clusters Score -4156893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -4156888.250000 Penalty: 1026.072144
	Iteration 67Q: 3 clusters Score -4156888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -4156881.500000 Penalty: 1026.072144
	Iteration 68Q: 3 clusters Score -4156882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -4156885.000000 Penalty: 1026.072144
	Iteration 69Q: 3 clusters Score -4156885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 76248 members 
Entering Unmasked Estep 
Score: -4156872.500000 Penalty: 1026.072144
	Iteration 70Q: 3 clusters Score -4156872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 76295 members 
Entering Unmasked Estep 
Score: -4156866.000000 Penalty: 1026.072144
	Iteration 71Q: 3 clusters Score -4156866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -4156870.750000 Penalty: 1026.072144
	Iteration 72Q: 3 clusters Score -4156871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 76371 members 
Entering Unmasked Estep 
Score: -4156868.250000 Penalty: 1026.072144
	Iteration 73Q: 3 clusters Score -4156868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -4156874.250000 Penalty: 1026.072144
	Iteration 74Q: 3 clusters Score -4156874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -4156862.000000 Penalty: 1026.072144
	Iteration 75Q: 3 clusters Score -4156862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -4156865.500000 Penalty: 1026.072144
	Iteration 76Q: 3 clusters Score -4156866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -4156864.000000 Penalty: 1026.072144
	Iteration 77Q: 3 clusters Score -4156864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -4156864.000000 Penalty: 1026.072144
	Iteration 78Q: 3 clusters Score -4156864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 76563 members 
Entering Unmasked Estep 
Score: -4156862.500000 Penalty: 1026.072144
	Iteration 79Q: 3 clusters Score -4156862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 76576 members 
Entering Unmasked Estep 
Score: -4156862.250000 Penalty: 1026.072144
	Iteration 80F: 3 clusters Score -4156862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -4156857.500000 Penalty: 1026.072144
	Iteration 81Q: 3 clusters Score -4156858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
Score: -4156861.500000 Penalty: 1026.072144
	Iteration 82Q: 3 clusters Score -4156862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -4156861.500000 Penalty: 1026.072144
	Iteration 83Q: 3 clusters Score -4156862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -4156858.750000 Penalty: 1026.072144
	Iteration 84Q: 3 clusters Score -4156859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -4156856.500000 Penalty: 1026.072144
	Iteration 85Q: 3 clusters Score -4156856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -4156862.000000 Penalty: 1026.072144
	Iteration 86Q: 3 clusters Score -4156862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -4156862.000000 Penalty: 1026.072144
	Iteration 87Q: 3 clusters Score -4156862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -4156859.250000 Penalty: 1026.072144
	Iteration 88Q: 3 clusters Score -4156859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -4156852.750000 Penalty: 1026.072144
	Iteration 89Q: 3 clusters Score -4156853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -4156851.750000 Penalty: 1026.072144
	Iteration 90Q: 3 clusters Score -4156852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -4156855.500000 Penalty: 1026.072144
	Iteration 91Q: 3 clusters Score -4156856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 76797 members 
Entering Unmasked Estep 
Score: -4156844.250000 Penalty: 1026.072144
	Iteration 92Q: 3 clusters Score -4156844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 76826 members 
Entering Unmasked Estep 
Score: -4156846.500000 Penalty: 1026.072144
	Iteration 93Q: 3 clusters Score -4156846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 76851 members 
Entering Unmasked Estep 
Score: -4156846.500000 Penalty: 1026.072144
	Iteration 94Q: 3 clusters Score -4156846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -4156837.250000 Penalty: 1026.072144
	Iteration 95Q: 3 clusters Score -4156837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -4156838.000000 Penalty: 1026.072144
	Iteration 96Q: 3 clusters Score -4156838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -4156839.500000 Penalty: 1026.072144
	Iteration 97Q: 3 clusters Score -4156840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -4156836.500000 Penalty: 1026.072144
	Iteration 98Q: 3 clusters Score -4156836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -4156831.000000 Penalty: 1026.072144
	Iteration 99Q: 3 clusters Score -4156831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -4156833.750000 Penalty: 1026.072144
	Iteration 100F: 3 clusters Score -4156834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -4156834.750000 Penalty: 1026.072144
	Iteration 101Q: 3 clusters Score -4156835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -4156834.750000 Penalty: 1026.072144
	Iteration 102F: 3 clusters Score -4156835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 88450 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 8828 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157075 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 2908 members 
Mstep: Class 23 contains 1952 members 
Mstep: Class 24 contains 35746 members 
Mstep: Class 25 contains 5479 members 
Mstep: Class 26 contains 77302 members 
Mstep: Class 27 contains 21572 members 
Mstep: Class 28 contains 3247 members 
Mstep: Class 29 contains 159536 members 
Mstep: Class 30 contains 369 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 231 members 
Mstep: Class 33 contains 14946 members 
Mstep: Class 34 contains 76915 members 
Entering Unmasked Estep 
Score: -87364464.000000 Penalty: 22220.794922
Splitting cluster 23 changes total score from -87354288.000000 to -87364464.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 99445 members 
Mstep: Class 4 contains 14149 members 
Mstep: Class 5 contains 97878 members 
Mstep: Class 6 contains 123940 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 88450 members 
Mstep: Class 11 contains 112408 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 84714 members 
Mstep: Class 14 contains 6229 members 
Mstep: Class 15 contains 94117 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 8828 members 
Mstep: Class 18 contains 96696 members 
Mstep: Class 19 contains 96826 members 
Mstep: Class 20 contains 157075 members 
Mstep: Class 21 contains 84617 members 
Mstep: Class 22 contains 2908 members 
Mstep: Class 23 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 32. Lose 334.877899 but Gain 653.552734
Score: -87368024.000000 Penalty: 21567.242188
Iteration 119Q: 34 clusters Score -8.736802e+07 nChanged 16447
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 136926 members 
Mstep: Class 2 contains 9169 members 
Mstep: Class 3 contains 98598 members 
Mstep: Class 4 contains 13953 members 
Mstep: Class 5 contains 98397 members 
Mstep: Class 6 contains 123970 members 
Mstep: Class 7 contains 4547 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 1093 members 
Mstep: Class 10 contains 88959 members 
Mstep: Class 11 contains 112146 members 
Mstep: Class 12 contains 10624 members 
Mstep: Class 13 contains 84198 members 
Mstep: Class 14 contains 6676 members 
Mstep: Class 15 contains 94188 members 
Mstep: Class 16 contains 2041 members 
Mstep: Class 17 contains 9121 members 
Mstep: Class 18 contains 97060 members 
Mstep: Class 19 contains 97227 members 
Mstep: Class 20 contains 157229 members 
Mstep: Class 21 contains 85160 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 2231 members 
Mstep: Class 24 contains 35560 members 
Mstep: Class 25 contains 5405 members 
Mstep: Class 26 contains 76429 members 
Mstep: Class 27 contains 21671 members 
Mstep: Class 28 contains 3099 members 
Mstep: Class 29 contains 158331 members 
Mstep: Class 30 contains 342 members 
Mstep: Class 31 contains 989 members 
Mstep: Class 33 contains 14866 members 
Mstep: Class 34 contains 76569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87370552.000000 Penalty: 21567.242188
Iteration 120F: 34 clusters Score -8.737055e+07 nChanged 14314
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 136579 members 
Mstep: Class 2 contains 9138 members 
Mstep: Class 3 contains 97855 members 
Mstep: Class 4 contains 13753 members 
Mstep: Class 5 contains 98813 members 
Mstep: Class 6 contains 123699 members 
Mstep: Class 7 contains 4697 members 
Mstep: Class 8 contains 539 members 
Mstep: Class 9 contains 1132 members 
Mstep: Class 10 contains 89162 members 
Mstep: Class 11 contains 111796 members 
Mstep: Class 12 contains 10761 members 
Mstep: Class 13 contains 83713 members 
Mstep: Class 14 contains 7104 members 
Mstep: Class 15 contains 93852 members 
Mstep: Class 16 contains 2090 members 
Mstep: Class 17 contains 9264 members 
Mstep: Class 18 contains 96718 members 
Mstep: Class 19 contains 97337 members 
Mstep: Class 20 contains 156848 members 
Mstep: Class 21 contains 84319 members 
Mstep: Class 22 contains 2922 members 
Mstep: Class 23 contains 2471 members 
Mstep: Class 24 contains 36200 members 
Mstep: Class 25 contains 5749 members 
Mstep: Class 26 contains 76063 members 
Mstep: Class 27 contains 21968 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 159806 members 
Mstep: Class 30 contains 337 members 
Mstep: Class 31 contains 1012 members 
Mstep: Class 33 contains 14826 members 
Mstep: Class 34 contains 76531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87372200.000000 Penalty: 21567.242188
Iteration 121Q: 34 clusters Score -8.73722e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 136214 members 
Mstep: Class 2 contains 9088 members 
Mstep: Class 3 contains 97177 members 
Mstep: Class 4 contains 13532 members 
Mstep: Class 5 contains 99148 members 
Mstep: Class 6 contains 123544 members 
Mstep: Class 7 contains 4865 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 1192 members 
Mstep: Class 10 contains 89587 members 
Mstep: Class 11 contains 111496 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 83289 members 
Mstep: Class 14 contains 7532 members 
Mstep: Class 15 contains 93547 members 
Mstep: Class 16 contains 2125 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 96481 members 
Mstep: Class 19 contains 97491 members 
Mstep: Class 20 contains 156597 members 
Mstep: Class 21 contains 83424 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 36752 members 
Mstep: Class 25 contains 6101 members 
Mstep: Class 26 contains 75763 members 
Mstep: Class 27 contains 22167 members 
Mstep: Class 28 contains 3292 members 
Mstep: Class 29 contains 160821 members 
Mstep: Class 30 contains 336 members 
Mstep: Class 31 contains 1033 members 
Mstep: Class 33 contains 14760 members 
Mstep: Class 34 contains 76491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87373856.000000 Penalty: 21567.242188
Iteration 122Q: 34 clusters Score -8.737386e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 135776 members 
Mstep: Class 2 contains 9051 members 
Mstep: Class 3 contains 96498 members 
Mstep: Class 4 contains 13319 members 
Mstep: Class 5 contains 99526 members 
Mstep: Class 6 contains 123400 members 
Mstep: Class 7 contains 4996 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 90101 members 
Mstep: Class 11 contains 111158 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 82917 members 
Mstep: Class 14 contains 7928 members 
Mstep: Class 15 contains 93324 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 9460 members 
Mstep: Class 18 contains 96322 members 
Mstep: Class 19 contains 97593 members 
Mstep: Class 20 contains 156358 members 
Mstep: Class 21 contains 82586 members 
Mstep: Class 22 contains 2907 members 
Mstep: Class 23 contains 2876 members 
Mstep: Class 24 contains 37313 members 
Mstep: Class 25 contains 6406 members 
Mstep: Class 26 contains 75571 members 
Mstep: Class 27 contains 22339 members 
Mstep: Class 28 contains 3393 members 
Mstep: Class 29 contains 161576 members 
Mstep: Class 30 contains 335 members 
Mstep: Class 31 contains 1054 members 
Mstep: Class 33 contains 14706 members 
Mstep: Class 34 contains 76528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87375192.000000 Penalty: 21567.242188
Iteration 123Q: 34 clusters Score -8.737519e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 135276 members 
Mstep: Class 2 contains 9007 members 
Mstep: Class 3 contains 95860 members 
Mstep: Class 4 contains 13115 members 
Mstep: Class 5 contains 99949 members 
Mstep: Class 6 contains 123274 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 90630 members 
Mstep: Class 11 contains 110826 members 
Mstep: Class 12 contains 11068 members 
Mstep: Class 13 contains 82582 members 
Mstep: Class 14 contains 8302 members 
Mstep: Class 15 contains 93113 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 9519 members 
Mstep: Class 18 contains 96194 members 
Mstep: Class 19 contains 97705 members 
Mstep: Class 20 contains 156133 members 
Mstep: Class 21 contains 81771 members 
Mstep: Class 22 contains 2904 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 37908 members 
Mstep: Class 25 contains 6691 members 
Mstep: Class 26 contains 75443 members 
Mstep: Class 27 contains 22533 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 162133 members 
Mstep: Class 30 contains 337 members 
Mstep: Class 31 contains 1076 members 
Mstep: Class 33 contains 14652 members 
Mstep: Class 34 contains 76592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87376264.000000 Penalty: 21567.242188
Iteration 124Q: 34 clusters Score -8.737626e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 134796 members 
Mstep: Class 2 contains 8954 members 
Mstep: Class 3 contains 95230 members 
Mstep: Class 4 contains 12957 members 
Mstep: Class 5 contains 100370 members 
Mstep: Class 6 contains 123186 members 
Mstep: Class 7 contains 5210 members 
Mstep: Class 8 contains 563 members 
Mstep: Class 9 contains 1392 members 
Mstep: Class 10 contains 91202 members 
Mstep: Class 11 contains 110496 members 
Mstep: Class 12 contains 11162 members 
Mstep: Class 13 contains 82317 members 
Mstep: Class 14 contains 8620 members 
Mstep: Class 15 contains 92930 members 
Mstep: Class 16 contains 2184 members 
Mstep: Class 17 contains 9576 members 
Mstep: Class 18 contains 96071 members 
Mstep: Class 19 contains 97741 members 
Mstep: Class 20 contains 155970 members 
Mstep: Class 21 contains 81006 members 
Mstep: Class 22 contains 2900 members 
Mstep: Class 23 contains 3124 members 
Mstep: Class 24 contains 38478 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 75296 members 
Mstep: Class 27 contains 22785 members 
Mstep: Class 28 contains 3603 members 
Mstep: Class 29 contains 162515 members 
Mstep: Class 30 contains 339 members 
Mstep: Class 31 contains 1091 members 
Mstep: Class 33 contains 14592 members 
Mstep: Class 34 contains 76628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87376792.000000 Penalty: 21567.242188
Iteration 125Q: 34 clusters Score -8.737679e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 134258 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 94663 members 
Mstep: Class 4 contains 12764 members 
Mstep: Class 5 contains 100823 members 
Mstep: Class 6 contains 123166 members 
Mstep: Class 7 contains 5284 members 
Mstep: Class 8 contains 573 members 
Mstep: Class 9 contains 1448 members 
Mstep: Class 10 contains 91794 members 
Mstep: Class 11 contains 110211 members 
Mstep: Class 12 contains 11258 members 
Mstep: Class 13 contains 82043 members 
Mstep: Class 14 contains 8940 members 
Mstep: Class 15 contains 92810 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 9629 members 
Mstep: Class 18 contains 95982 members 
Mstep: Class 19 contains 97714 members 
Mstep: Class 20 contains 155839 members 
Mstep: Class 21 contains 80243 members 
Mstep: Class 22 contains 2894 members 
Mstep: Class 23 contains 3221 members 
Mstep: Class 24 contains 39021 members 
Mstep: Class 25 contains 7202 members 
Mstep: Class 26 contains 75142 members 
Mstep: Class 27 contains 23066 members 
Mstep: Class 28 contains 3688 members 
Mstep: Class 29 contains 162769 members 
Mstep: Class 30 contains 341 members 
Mstep: Class 31 contains 1103 members 
Mstep: Class 33 contains 14537 members 
Mstep: Class 34 contains 76723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87377776.000000 Penalty: 21567.242188
Iteration 126Q: 34 clusters Score -8.737778e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 133708 members 
Mstep: Class 2 contains 8847 members 
Mstep: Class 3 contains 94135 members 
Mstep: Class 4 contains 12604 members 
Mstep: Class 5 contains 101296 members 
Mstep: Class 6 contains 123158 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 581 members 
Mstep: Class 9 contains 1495 members 
Mstep: Class 10 contains 92384 members 
Mstep: Class 11 contains 109950 members 
Mstep: Class 12 contains 11359 members 
Mstep: Class 13 contains 81779 members 
Mstep: Class 14 contains 9248 members 
Mstep: Class 15 contains 92715 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 9659 members 
Mstep: Class 18 contains 95906 members 
Mstep: Class 19 contains 97629 members 
Mstep: Class 20 contains 155705 members 
Mstep: Class 21 contains 79511 members 
Mstep: Class 22 contains 2890 members 
Mstep: Class 23 contains 3310 members 
Mstep: Class 24 contains 39587 members 
Mstep: Class 25 contains 7434 members 
Mstep: Class 26 contains 75008 members 
Mstep: Class 27 contains 23335 members 
Mstep: Class 28 contains 3761 members 
Mstep: Class 29 contains 162915 members 
Mstep: Class 30 contains 346 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 33 contains 14488 members 
Mstep: Class 34 contains 76832 members 
Entering Unmasked Estep 
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Score: -87378040.000000 Penalty: 21567.242188
Iteration 127Q: 34 clusters Score -8.737804e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 133172 members 
Mstep: Class 2 contains 8794 members 
Mstep: Class 3 contains 93657 members 
Mstep: Class 4 contains 12456 members 
Mstep: Class 5 contains 101854 members 
Mstep: Class 6 contains 123171 members 
Mstep: Class 7 contains 5435 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 1522 members 
Mstep: Class 10 contains 92975 members 
Mstep: Class 11 contains 109607 members 
Mstep: Class 12 contains 11457 members 
Mstep: Class 13 contains 81501 members 
Mstep: Class 14 contains 9519 members 
Mstep: Class 15 contains 92640 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 9692 members 
Mstep: Class 18 contains 95819 members 
Mstep: Class 19 contains 97506 members 
Mstep: Class 20 contains 155622 members 
Mstep: Class 21 contains 78818 members 
Mstep: Class 22 contains 2887 members 
Mstep: Class 23 contains 3377 members 
Mstep: Class 24 contains 40156 members 
Mstep: Class 25 contains 7676 members 
Mstep: Class 26 contains 74910 members 
Mstep: Class 27 contains 23598 members 
Mstep: Class 28 contains 3811 members 
Mstep: Class 29 contains 163024 members 
Mstep: Class 30 contains 353 members 
Mstep: Class 31 contains 1119 members 
Mstep: Class 33 contains 14437 members 
Mstep: Class 34 contains 76886 members 
Entering Unmasked Estep 
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Iteration 128Q: 34 clusters Score -8.737918e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 132646 members 
Mstep: Class 2 contains 8746 members 
Mstep: Class 3 contains 93207 members 
Mstep: Class 4 contains 12349 members 
Mstep: Class 5 contains 102420 members 
Mstep: Class 6 contains 123187 members 
Mstep: Class 7 contains 5500 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 93525 members 
Mstep: Class 11 contains 109342 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 81200 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 92560 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 95744 members 
Mstep: Class 19 contains 97348 members 
Mstep: Class 20 contains 155531 members 
Mstep: Class 21 contains 78228 members 
Mstep: Class 22 contains 2882 members 
Mstep: Class 23 contains 3426 members 
Mstep: Class 24 contains 40682 members 
Mstep: Class 25 contains 7904 members 
Mstep: Class 26 contains 74841 members 
Mstep: Class 27 contains 23859 members 
Mstep: Class 28 contains 3847 members 
Mstep: Class 29 contains 163100 members 
Mstep: Class 30 contains 355 members 
Mstep: Class 31 contains 1128 members 
Mstep: Class 33 contains 14397 members 
Mstep: Class 34 contains 76931 members 
Entering Unmasked Estep 
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Iteration 129Q: 34 clusters Score -8.73793e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 132064 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 92800 members 
Mstep: Class 4 contains 12248 members 
Mstep: Class 5 contains 102981 members 
Mstep: Class 6 contains 123181 members 
Mstep: Class 7 contains 5553 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 94052 members 
Mstep: Class 11 contains 109181 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 80919 members 
Mstep: Class 14 contains 9945 members 
Mstep: Class 15 contains 92502 members 
Mstep: Class 16 contains 2218 members 
Mstep: Class 17 contains 9754 members 
Mstep: Class 18 contains 95669 members 
Mstep: Class 19 contains 97165 members 
Mstep: Class 20 contains 155427 members 
Mstep: Class 21 contains 77714 members 
Mstep: Class 22 contains 2879 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 41247 members 
Mstep: Class 25 contains 8100 members 
Mstep: Class 26 contains 74761 members 
Mstep: Class 27 contains 24131 members 
Mstep: Class 28 contains 3883 members 
Mstep: Class 29 contains 163126 members 
Mstep: Class 30 contains 357 members 
Mstep: Class 31 contains 1134 members 
Mstep: Class 33 contains 14340 members 
Mstep: Class 34 contains 76976 members 
Entering Unmasked Estep 
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Iteration 130Q: 34 clusters Score -8.737981e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 131511 members 
Mstep: Class 2 contains 8653 members 
Mstep: Class 3 contains 92344 members 
Mstep: Class 4 contains 12147 members 
Mstep: Class 5 contains 103600 members 
Mstep: Class 6 contains 123188 members 
Mstep: Class 7 contains 5605 members 
Mstep: Class 8 contains 606 members 
Mstep: Class 9 contains 1592 members 
Mstep: Class 10 contains 94530 members 
Mstep: Class 11 contains 109060 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 80667 members 
Mstep: Class 14 contains 10118 members 
Mstep: Class 15 contains 92461 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 9792 members 
Mstep: Class 18 contains 95614 members 
Mstep: Class 19 contains 96896 members 
Mstep: Class 20 contains 155337 members 
Mstep: Class 21 contains 77264 members 
Mstep: Class 22 contains 2873 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 41783 members 
Mstep: Class 25 contains 8262 members 
Mstep: Class 26 contains 74712 members 
Mstep: Class 27 contains 24432 members 
Mstep: Class 28 contains 3916 members 
Mstep: Class 29 contains 163146 members 
Mstep: Class 30 contains 358 members 
Mstep: Class 31 contains 1137 members 
Mstep: Class 33 contains 14293 members 
Mstep: Class 34 contains 76995 members 
Entering Unmasked Estep 
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Iteration 131Q: 34 clusters Score -8.737986e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 130962 members 
Mstep: Class 2 contains 8598 members 
Mstep: Class 3 contains 91918 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 104244 members 
Mstep: Class 6 contains 123214 members 
Mstep: Class 7 contains 5666 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1587 members 
Mstep: Class 10 contains 94975 members 
Mstep: Class 11 contains 108975 members 
Mstep: Class 12 contains 11748 members 
Mstep: Class 13 contains 80413 members 
Mstep: Class 14 contains 10289 members 
Mstep: Class 15 contains 92416 members 
Mstep: Class 16 contains 2231 members 
Mstep: Class 17 contains 9809 members 
Mstep: Class 18 contains 95537 members 
Mstep: Class 19 contains 96656 members 
Mstep: Class 20 contains 155305 members 
Mstep: Class 21 contains 76881 members 
Mstep: Class 22 contains 2869 members 
Mstep: Class 23 contains 3435 members 
Mstep: Class 24 contains 42300 members 
Mstep: Class 25 contains 8403 members 
Mstep: Class 26 contains 74638 members 
Mstep: Class 27 contains 24762 members 
Mstep: Class 28 contains 3941 members 
Mstep: Class 29 contains 163115 members 
Mstep: Class 30 contains 360 members 
Mstep: Class 31 contains 1144 members 
Mstep: Class 33 contains 14232 members 
Mstep: Class 34 contains 76955 members 
Entering Unmasked Estep 
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Score: -87380152.000000 Penalty: 21567.242188
Iteration 132Q: 34 clusters Score -8.738015e+07 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 130423 members 
Mstep: Class 2 contains 8565 members 
Mstep: Class 3 contains 91533 members 
Mstep: Class 4 contains 11945 members 
Mstep: Class 5 contains 104865 members 
Mstep: Class 6 contains 123246 members 
Mstep: Class 7 contains 5709 members 
Mstep: Class 8 contains 621 members 
Mstep: Class 9 contains 1585 members 
Mstep: Class 10 contains 95377 members 
Mstep: Class 11 contains 108931 members 
Mstep: Class 12 contains 11799 members 
Mstep: Class 13 contains 80200 members 
Mstep: Class 14 contains 10415 members 
Mstep: Class 15 contains 92371 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 9839 members 
Mstep: Class 18 contains 95460 members 
Mstep: Class 19 contains 96350 members 
Mstep: Class 20 contains 155270 members 
Mstep: Class 21 contains 76573 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 3434 members 
Mstep: Class 24 contains 42828 members 
Mstep: Class 25 contains 8523 members 
Mstep: Class 26 contains 74558 members 
Mstep: Class 27 contains 25062 members 
Mstep: Class 28 contains 3959 members 
Mstep: Class 29 contains 163095 members 
Mstep: Class 30 contains 361 members 
Mstep: Class 31 contains 1149 members 
Mstep: Class 33 contains 14183 members 
Mstep: Class 34 contains 76914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87380600.000000 Penalty: 21567.242188
Iteration 133Q: 34 clusters Score -8.73806e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 129893 members 
Mstep: Class 2 contains 8539 members 
Mstep: Class 3 contains 91190 members 
Mstep: Class 4 contains 11823 members 
Mstep: Class 5 contains 105465 members 
Mstep: Class 6 contains 123286 members 
Mstep: Class 7 contains 5753 members 
Mstep: Class 8 contains 631 members 
Mstep: Class 9 contains 1589 members 
Mstep: Class 10 contains 95736 members 
Mstep: Class 11 contains 108858 members 
Mstep: Class 12 contains 11860 members 
Mstep: Class 13 contains 80002 members 
Mstep: Class 14 contains 10501 members 
Mstep: Class 15 contains 92316 members 
Mstep: Class 16 contains 2233 members 
Mstep: Class 17 contains 9856 members 
Mstep: Class 18 contains 95368 members 
Mstep: Class 19 contains 96068 members 
Mstep: Class 20 contains 155244 members 
Mstep: Class 21 contains 76332 members 
Mstep: Class 22 contains 2867 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 43322 members 
Mstep: Class 25 contains 8629 members 
Mstep: Class 26 contains 74459 members 
Mstep: Class 27 contains 25387 members 
Mstep: Class 28 contains 3971 members 
Mstep: Class 29 contains 163084 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 1156 members 
Mstep: Class 33 contains 14127 members 
Mstep: Class 34 contains 76903 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 34 clusters Score -8.738113e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 129331 members 
Mstep: Class 2 contains 8513 members 
Mstep: Class 3 contains 90883 members 
Mstep: Class 4 contains 11746 members 
Mstep: Class 5 contains 106004 members 
Mstep: Class 6 contains 123329 members 
Mstep: Class 7 contains 5809 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 9 contains 1597 members 
Mstep: Class 10 contains 96115 members 
Mstep: Class 11 contains 108798 members 
Mstep: Class 12 contains 11921 members 
Mstep: Class 13 contains 79809 members 
Mstep: Class 14 contains 10572 members 
Mstep: Class 15 contains 92270 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 9865 members 
Mstep: Class 18 contains 95287 members 
Mstep: Class 19 contains 95680 members 
Mstep: Class 20 contains 155231 members 
Mstep: Class 21 contains 76132 members 
Mstep: Class 22 contains 2866 members 
Mstep: Class 23 contains 3447 members 
Mstep: Class 24 contains 43820 members 
Mstep: Class 25 contains 8729 members 
Mstep: Class 26 contains 74344 members 
Mstep: Class 27 contains 25701 members 
Mstep: Class 28 contains 3986 members 
Mstep: Class 29 contains 163107 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 1159 members 
Mstep: Class 33 contains 14081 members 
Mstep: Class 34 contains 76869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381528.000000 Penalty: 21567.242188
Iteration 135Q: 34 clusters Score -8.738153e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 128744 members 
Mstep: Class 2 contains 8478 members 
Mstep: Class 3 contains 90552 members 
Mstep: Class 4 contains 11661 members 
Mstep: Class 5 contains 106512 members 
Mstep: Class 6 contains 123401 members 
Mstep: Class 7 contains 5878 members 
Mstep: Class 8 contains 642 members 
Mstep: Class 9 contains 1602 members 
Mstep: Class 10 contains 96570 members 
Mstep: Class 11 contains 108767 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 79636 members 
Mstep: Class 14 contains 10635 members 
Mstep: Class 15 contains 92231 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 9883 members 
Mstep: Class 18 contains 95227 members 
Mstep: Class 19 contains 95259 members 
Mstep: Class 20 contains 155194 members 
Mstep: Class 21 contains 75920 members 
Mstep: Class 22 contains 2864 members 
Mstep: Class 23 contains 3441 members 
Mstep: Class 24 contains 44319 members 
Mstep: Class 25 contains 8831 members 
Mstep: Class 26 contains 74212 members 
Mstep: Class 27 contains 26002 members 
Mstep: Class 28 contains 4003 members 
Mstep: Class 29 contains 163129 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 33 contains 14036 members 
Mstep: Class 34 contains 76864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87382288.000000 Penalty: 21567.242188
Iteration 136Q: 34 clusters Score -8.738229e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 128175 members 
Mstep: Class 2 contains 8457 members 
Mstep: Class 3 contains 90292 members 
Mstep: Class 4 contains 11561 members 
Mstep: Class 5 contains 107020 members 
Mstep: Class 6 contains 123517 members 
Mstep: Class 7 contains 5929 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 1608 members 
Mstep: Class 10 contains 96992 members 
Mstep: Class 11 contains 108726 members 
Mstep: Class 12 contains 12028 members 
Mstep: Class 13 contains 79415 members 
Mstep: Class 14 contains 10680 members 
Mstep: Class 15 contains 92199 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 9932 members 
Mstep: Class 18 contains 95114 members 
Mstep: Class 19 contains 94836 members 
Mstep: Class 20 contains 155178 members 
Mstep: Class 21 contains 75730 members 
Mstep: Class 22 contains 2863 members 
Mstep: Class 23 contains 3447 members 
Mstep: Class 24 contains 44798 members 
Mstep: Class 25 contains 8934 members 
Mstep: Class 26 contains 74093 members 
Mstep: Class 27 contains 26325 members 
Mstep: Class 28 contains 4016 members 
Mstep: Class 29 contains 163174 members 
Mstep: Class 30 contains 365 members 
Mstep: Class 31 contains 1168 members 
Mstep: Class 33 contains 13985 members 
Mstep: Class 34 contains 76789 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 34 clusters Score -8.73825e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 8445 members 
Mstep: Class 3 contains 90009 members 
Mstep: Class 4 contains 11502 members 
Mstep: Class 5 contains 107419 members 
Mstep: Class 6 contains 123614 members 
Mstep: Class 7 contains 5998 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 9 contains 1616 members 
Mstep: Class 10 contains 97421 members 
Mstep: Class 11 contains 108668 members 
Mstep: Class 12 contains 12081 members 
Mstep: Class 13 contains 79278 members 
Mstep: Class 14 contains 10718 members 
Mstep: Class 15 contains 92164 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 9971 members 
Mstep: Class 18 contains 95040 members 
Mstep: Class 19 contains 94394 members 
Mstep: Class 20 contains 155146 members 
Mstep: Class 21 contains 75563 members 
Mstep: Class 22 contains 2862 members 
Mstep: Class 23 contains 3451 members 
Mstep: Class 24 contains 45243 members 
Mstep: Class 25 contains 9016 members 
Mstep: Class 26 contains 74016 members 
Mstep: Class 27 contains 26668 members 
Mstep: Class 28 contains 4039 members 
Mstep: Class 29 contains 163184 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 1171 members 
Mstep: Class 33 contains 13933 members 
Mstep: Class 34 contains 76726 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 34 clusters Score -8.738297e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 127066 members 
Mstep: Class 2 contains 8430 members 
Mstep: Class 3 contains 89693 members 
Mstep: Class 4 contains 11435 members 
Mstep: Class 5 contains 107793 members 
Mstep: Class 6 contains 123717 members 
Mstep: Class 7 contains 6060 members 
Mstep: Class 8 contains 661 members 
Mstep: Class 9 contains 1629 members 
Mstep: Class 10 contains 97869 members 
Mstep: Class 11 contains 108733 members 
Mstep: Class 12 contains 12133 members 
Mstep: Class 13 contains 79118 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 92125 members 
Mstep: Class 16 contains 2262 members 
Mstep: Class 17 contains 10009 members 
Mstep: Class 18 contains 94959 members 
Mstep: Class 19 contains 93879 members 
Mstep: Class 20 contains 155117 members 
Mstep: Class 21 contains 75425 members 
Mstep: Class 22 contains 2860 members 
Mstep: Class 23 contains 3461 members 
Mstep: Class 24 contains 45671 members 
Mstep: Class 25 contains 9091 members 
Mstep: Class 26 contains 73965 members 
Mstep: Class 27 contains 27052 members 
Mstep: Class 28 contains 4051 members 
Mstep: Class 29 contains 163162 members 
Mstep: Class 30 contains 366 members 
Mstep: Class 31 contains 1171 members 
Mstep: Class 33 contains 13884 members 
Mstep: Class 34 contains 76642 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 34 clusters Score -8.738362e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 126544 members 
Mstep: Class 2 contains 8409 members 
Mstep: Class 3 contains 89416 members 
Mstep: Class 4 contains 11351 members 
Mstep: Class 5 contains 108186 members 
Mstep: Class 6 contains 123824 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 98267 members 
Mstep: Class 11 contains 108778 members 
Mstep: Class 12 contains 12181 members 
Mstep: Class 13 contains 78933 members 
Mstep: Class 14 contains 10788 members 
Mstep: Class 15 contains 92094 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 10047 members 
Mstep: Class 18 contains 94872 members 
Mstep: Class 19 contains 93388 members 
Mstep: Class 20 contains 155104 members 
Mstep: Class 21 contains 75322 members 
Mstep: Class 22 contains 2859 members 
Mstep: Class 23 contains 3486 members 
Mstep: Class 24 contains 46085 members 
Mstep: Class 25 contains 9153 members 
Mstep: Class 26 contains 73910 members 
Mstep: Class 27 contains 27466 members 
Mstep: Class 28 contains 4057 members 
Mstep: Class 29 contains 163123 members 
Mstep: Class 30 contains 367 members 
Mstep: Class 31 contains 1173 members 
Mstep: Class 33 contains 13829 members 
Mstep: Class 34 contains 76540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87384392.000000 Penalty: 21567.242188
Iteration 140F: 34 clusters Score -8.738439e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 126025 members 
Mstep: Class 2 contains 8403 members 
Mstep: Class 3 contains 89167 members 
Mstep: Class 4 contains 11292 members 
Mstep: Class 5 contains 108530 members 
Mstep: Class 6 contains 123925 members 
Mstep: Class 7 contains 6182 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 98643 members 
Mstep: Class 11 contains 108842 members 
Mstep: Class 12 contains 12226 members 
Mstep: Class 13 contains 78787 members 
Mstep: Class 14 contains 10905 members 
Mstep: Class 15 contains 92036 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 10073 members 
Mstep: Class 18 contains 94736 members 
Mstep: Class 19 contains 92877 members 
Mstep: Class 20 contains 155069 members 
Mstep: Class 21 contains 75104 members 
Mstep: Class 22 contains 2860 members 
Mstep: Class 23 contains 3611 members 
Mstep: Class 24 contains 46474 members 
Mstep: Class 25 contains 9202 members 
Mstep: Class 26 contains 73844 members 
Mstep: Class 27 contains 27919 members 
Mstep: Class 28 contains 4085 members 
Mstep: Class 29 contains 163092 members 
Mstep: Class 30 contains 367 members 
Mstep: Class 31 contains 1175 members 
Mstep: Class 33 contains 13770 members 
Mstep: Class 34 contains 76408 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 34 clusters Score -8.738528e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 125574 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 88953 members 
Mstep: Class 4 contains 11224 members 
Mstep: Class 5 contains 108781 members 
Mstep: Class 6 contains 124061 members 
Mstep: Class 7 contains 6256 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1668 members 
Mstep: Class 10 contains 99059 members 
Mstep: Class 11 contains 108824 members 
Mstep: Class 12 contains 12283 members 
Mstep: Class 13 contains 78702 members 
Mstep: Class 14 contains 11024 members 
Mstep: Class 15 contains 92016 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 17 contains 10090 members 
Mstep: Class 18 contains 94534 members 
Mstep: Class 19 contains 92453 members 
Mstep: Class 20 contains 154969 members 
Mstep: Class 21 contains 74863 members 
Mstep: Class 22 contains 2854 members 
Mstep: Class 23 contains 3743 members 
Mstep: Class 24 contains 46833 members 
Mstep: Class 25 contains 9272 members 
Mstep: Class 26 contains 73743 members 
Mstep: Class 27 contains 28358 members 
Mstep: Class 28 contains 4108 members 
Mstep: Class 29 contains 163070 members 
Mstep: Class 30 contains 368 members 
Mstep: Class 31 contains 1178 members 
Mstep: Class 33 contains 13703 members 
Mstep: Class 34 contains 76316 members 
Entering Unmasked Estep 
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Iteration 142Q: 34 clusters Score -8.738586e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 125105 members 
Mstep: Class 2 contains 8406 members 
Mstep: Class 3 contains 88779 members 
Mstep: Class 4 contains 11135 members 
Mstep: Class 5 contains 109033 members 
Mstep: Class 6 contains 124198 members 
Mstep: Class 7 contains 6322 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 1675 members 
Mstep: Class 10 contains 99416 members 
Mstep: Class 11 contains 108834 members 
Mstep: Class 12 contains 12342 members 
Mstep: Class 13 contains 78605 members 
Mstep: Class 14 contains 11150 members 
Mstep: Class 15 contains 91971 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 17 contains 10120 members 
Mstep: Class 18 contains 94359 members 
Mstep: Class 19 contains 92027 members 
Mstep: Class 20 contains 154846 members 
Mstep: Class 21 contains 74599 members 
Mstep: Class 22 contains 2848 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 47189 members 
Mstep: Class 25 contains 9346 members 
Mstep: Class 26 contains 73648 members 
Mstep: Class 27 contains 28809 members 
Mstep: Class 28 contains 4129 members 
Mstep: Class 29 contains 163079 members 
Mstep: Class 30 contains 370 members 
Mstep: Class 31 contains 1186 members 
Mstep: Class 33 contains 13653 members 
Mstep: Class 34 contains 76236 members 
Entering Unmasked Estep 
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Iteration 143Q: 34 clusters Score -8.738645e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 124626 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 88594 members 
Mstep: Class 4 contains 11042 members 
Mstep: Class 5 contains 109335 members 
Mstep: Class 6 contains 124305 members 
Mstep: Class 7 contains 6399 members 
Mstep: Class 8 contains 709 members 
Mstep: Class 9 contains 1682 members 
Mstep: Class 10 contains 99704 members 
Mstep: Class 11 contains 108780 members 
Mstep: Class 12 contains 12408 members 
Mstep: Class 13 contains 78539 members 
Mstep: Class 14 contains 11262 members 
Mstep: Class 15 contains 91947 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 17 contains 10163 members 
Mstep: Class 18 contains 94191 members 
Mstep: Class 19 contains 91636 members 
Mstep: Class 20 contains 154767 members 
Mstep: Class 21 contains 74311 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 3953 members 
Mstep: Class 24 contains 47498 members 
Mstep: Class 25 contains 9432 members 
Mstep: Class 26 contains 73560 members 
Mstep: Class 27 contains 29281 members 
Mstep: Class 28 contains 4147 members 
Mstep: Class 29 contains 163114 members 
Mstep: Class 30 contains 373 members 
Mstep: Class 31 contains 1190 members 
Mstep: Class 33 contains 13600 members 
Mstep: Class 34 contains 76159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87387344.000000 Penalty: 21567.242188
Iteration 144Q: 34 clusters Score -8.738734e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 124175 members 
Mstep: Class 2 contains 8421 members 
Mstep: Class 3 contains 88490 members 
Mstep: Class 4 contains 10977 members 
Mstep: Class 5 contains 109646 members 
Mstep: Class 6 contains 124441 members 
Mstep: Class 7 contains 6465 members 
Mstep: Class 8 contains 710 members 
Mstep: Class 9 contains 1694 members 
Mstep: Class 10 contains 99941 members 
Mstep: Class 11 contains 108682 members 
Mstep: Class 12 contains 12464 members 
Mstep: Class 13 contains 78488 members 
Mstep: Class 14 contains 11370 members 
Mstep: Class 15 contains 91914 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 94031 members 
Mstep: Class 19 contains 91197 members 
Mstep: Class 20 contains 154701 members 
Mstep: Class 21 contains 74018 members 
Mstep: Class 22 contains 2840 members 
Mstep: Class 23 contains 4063 members 
Mstep: Class 24 contains 47793 members 
Mstep: Class 25 contains 9524 members 
Mstep: Class 26 contains 73496 members 
Mstep: Class 27 contains 29764 members 
Mstep: Class 28 contains 4163 members 
Mstep: Class 29 contains 163119 members 
Mstep: Class 30 contains 376 members 
Mstep: Class 31 contains 1200 members 
Mstep: Class 33 contains 13554 members 
Mstep: Class 34 contains 76066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87387552.000000 Penalty: 21567.242188
Iteration 145Q: 34 clusters Score -8.738755e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 123694 members 
Mstep: Class 2 contains 8426 members 
Mstep: Class 3 contains 88417 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 109953 members 
Mstep: Class 6 contains 124566 members 
Mstep: Class 7 contains 6530 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 100135 members 
Mstep: Class 11 contains 108541 members 
Mstep: Class 12 contains 12522 members 
Mstep: Class 13 contains 78459 members 
Mstep: Class 14 contains 11458 members 
Mstep: Class 15 contains 91887 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 17 contains 10186 members 
Mstep: Class 18 contains 93906 members 
Mstep: Class 19 contains 90773 members 
Mstep: Class 20 contains 154616 members 
Mstep: Class 21 contains 73761 members 
Mstep: Class 22 contains 2837 members 
Mstep: Class 23 contains 4186 members 
Mstep: Class 24 contains 48097 members 
Mstep: Class 25 contains 9606 members 
Mstep: Class 26 contains 73436 members 
Mstep: Class 27 contains 30253 members 
Mstep: Class 28 contains 4176 members 
Mstep: Class 29 contains 163121 members 
Mstep: Class 30 contains 376 members 
Mstep: Class 31 contains 1208 members 
Mstep: Class 33 contains 13510 members 
Mstep: Class 34 contains 75994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87388064.000000 Penalty: 21567.242188
Iteration 146Q: 34 clusters Score -8.738806e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 123247 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 88277 members 
Mstep: Class 4 contains 10874 members 
Mstep: Class 5 contains 110265 members 
Mstep: Class 6 contains 124681 members 
Mstep: Class 7 contains 6602 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 100299 members 
Mstep: Class 11 contains 108506 members 
Mstep: Class 12 contains 12585 members 
Mstep: Class 13 contains 78440 members 
Mstep: Class 14 contains 11539 members 
Mstep: Class 15 contains 91855 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 17 contains 10185 members 
Mstep: Class 18 contains 93761 members 
Mstep: Class 19 contains 90353 members 
Mstep: Class 20 contains 154524 members 
Mstep: Class 21 contains 73549 members 
Mstep: Class 22 contains 2834 members 
Mstep: Class 23 contains 4292 members 
Mstep: Class 24 contains 48360 members 
Mstep: Class 25 contains 9668 members 
Mstep: Class 26 contains 73397 members 
Mstep: Class 27 contains 30715 members 
Mstep: Class 28 contains 4181 members 
Mstep: Class 29 contains 163156 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 1214 members 
Mstep: Class 33 contains 13471 members 
Mstep: Class 34 contains 75915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87388848.000000 Penalty: 21567.242188
Iteration 147Q: 34 clusters Score -8.738885e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 122853 members 
Mstep: Class 2 contains 8403 members 
Mstep: Class 3 contains 88148 members 
Mstep: Class 4 contains 10816 members 
Mstep: Class 5 contains 110546 members 
Mstep: Class 6 contains 124829 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 100497 members 
Mstep: Class 11 contains 108421 members 
Mstep: Class 12 contains 12643 members 
Mstep: Class 13 contains 78451 members 
Mstep: Class 14 contains 11607 members 
Mstep: Class 15 contains 91832 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 10176 members 
Mstep: Class 18 contains 93657 members 
Mstep: Class 19 contains 89935 members 
Mstep: Class 20 contains 154391 members 
Mstep: Class 21 contains 73342 members 
Mstep: Class 22 contains 2833 members 
Mstep: Class 23 contains 4383 members 
Mstep: Class 24 contains 48604 members 
Mstep: Class 25 contains 9725 members 
Mstep: Class 26 contains 73365 members 
Mstep: Class 27 contains 31145 members 
Mstep: Class 28 contains 4186 members 
Mstep: Class 29 contains 163157 members 
Mstep: Class 30 contains 379 members 
Mstep: Class 31 contains 1225 members 
Mstep: Class 33 contains 13428 members 
Mstep: Class 34 contains 75870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87389144.000000 Penalty: 21567.242188
Iteration 148Q: 34 clusters Score -8.738914e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 122437 members 
Mstep: Class 2 contains 8390 members 
Mstep: Class 3 contains 88088 members 
Mstep: Class 4 contains 10777 members 
Mstep: Class 5 contains 110783 members 
Mstep: Class 6 contains 124952 members 
Mstep: Class 7 contains 6735 members 
Mstep: Class 8 contains 731 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 100607 members 
Mstep: Class 11 contains 108342 members 
Mstep: Class 12 contains 12693 members 
Mstep: Class 13 contains 78475 members 
Mstep: Class 14 contains 11672 members 
Mstep: Class 15 contains 91787 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 17 contains 10168 members 
Mstep: Class 18 contains 93564 members 
Mstep: Class 19 contains 89561 members 
Mstep: Class 20 contains 154287 members 
Mstep: Class 21 contains 73168 members 
Mstep: Class 22 contains 2828 members 
Mstep: Class 23 contains 4473 members 
Mstep: Class 24 contains 48871 members 
Mstep: Class 25 contains 9774 members 
Mstep: Class 26 contains 73327 members 
Mstep: Class 27 contains 31606 members 
Mstep: Class 28 contains 4194 members 
Mstep: Class 29 contains 163143 members 
Mstep: Class 30 contains 379 members 
Mstep: Class 31 contains 1240 members 
Mstep: Class 33 contains 13376 members 
Mstep: Class 34 contains 75799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87389856.000000 Penalty: 21567.242188
Iteration 149Q: 34 clusters Score -8.738986e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 122053 members 
Mstep: Class 2 contains 8364 members 
Mstep: Class 3 contains 88015 members 
Mstep: Class 4 contains 10743 members 
Mstep: Class 5 contains 110982 members 
Mstep: Class 6 contains 125101 members 
Mstep: Class 7 contains 6782 members 
Mstep: Class 8 contains 740 members 
Mstep: Class 9 contains 1723 members 
Mstep: Class 10 contains 100740 members 
Mstep: Class 11 contains 108290 members 
Mstep: Class 12 contains 12747 members 
Mstep: Class 13 contains 78518 members 
Mstep: Class 14 contains 11721 members 
Mstep: Class 15 contains 91750 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 10161 members 
Mstep: Class 18 contains 93430 members 
Mstep: Class 19 contains 89227 members 
Mstep: Class 20 contains 154176 members 
Mstep: Class 21 contains 72999 members 
Mstep: Class 22 contains 2825 members 
Mstep: Class 23 contains 4549 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 9824 members 
Mstep: Class 26 contains 73283 members 
Mstep: Class 27 contains 32046 members 
Mstep: Class 28 contains 4201 members 
Mstep: Class 29 contains 163152 members 
Mstep: Class 30 contains 379 members 
Mstep: Class 31 contains 1253 members 
Mstep: Class 33 contains 13320 members 
Mstep: Class 34 contains 75759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87390096.000000 Penalty: 21567.242188
Iteration 150Q: 34 clusters Score -8.73901e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 121711 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 87959 members 
Mstep: Class 4 contains 10728 members 
Mstep: Class 5 contains 111126 members 
Mstep: Class 6 contains 125249 members 
Mstep: Class 7 contains 6822 members 
Mstep: Class 8 contains 746 members 
Mstep: Class 9 contains 1728 members 
Mstep: Class 10 contains 100876 members 
Mstep: Class 11 contains 108205 members 
Mstep: Class 12 contains 12779 members 
Mstep: Class 13 contains 78566 members 
Mstep: Class 14 contains 11756 members 
Mstep: Class 15 contains 91732 members 
Mstep: Class 16 contains 2319 members 
Mstep: Class 17 contains 10145 members 
Mstep: Class 18 contains 93299 members 
Mstep: Class 19 contains 88880 members 
Mstep: Class 20 contains 154085 members 
Mstep: Class 21 contains 72847 members 
Mstep: Class 22 contains 2819 members 
Mstep: Class 23 contains 4609 members 
Mstep: Class 24 contains 49281 members 
Mstep: Class 25 contains 9875 members 
Mstep: Class 26 contains 73236 members 
Mstep: Class 27 contains 32489 members 
Mstep: Class 28 contains 4206 members 
Mstep: Class 29 contains 163176 members 
Mstep: Class 30 contains 378 members 
Mstep: Class 31 contains 1269 members 
Mstep: Class 33 contains 13279 members 
Mstep: Class 34 contains 75732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87390544.000000 Penalty: 21567.242188
Iteration 151Q: 34 clusters Score -8.739054e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 121371 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 87944 members 
Mstep: Class 4 contains 10662 members 
Mstep: Class 5 contains 111293 members 
Mstep: Class 6 contains 125393 members 
Mstep: Class 7 contains 6866 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 101030 members 
Mstep: Class 11 contains 108110 members 
Mstep: Class 12 contains 12825 members 
Mstep: Class 13 contains 78629 members 
Mstep: Class 14 contains 11786 members 
Mstep: Class 15 contains 91717 members 
Mstep: Class 16 contains 2324 members 
Mstep: Class 17 contains 10147 members 
Mstep: Class 18 contains 93148 members 
Mstep: Class 19 contains 88505 members 
Mstep: Class 20 contains 153981 members 
Mstep: Class 21 contains 72713 members 
Mstep: Class 22 contains 2816 members 
Mstep: Class 23 contains 4663 members 
Mstep: Class 24 contains 49461 members 
Mstep: Class 25 contains 9920 members 
Mstep: Class 26 contains 73196 members 
Mstep: Class 27 contains 32900 members 
Mstep: Class 28 contains 4207 members 
Mstep: Class 29 contains 163206 members 
Mstep: Class 30 contains 379 members 
Mstep: Class 31 contains 1287 members 
Mstep: Class 33 contains 13242 members 
Mstep: Class 34 contains 75714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87390624.000000 Penalty: 21567.242188
Iteration 152Q: 34 clusters Score -8.739062e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 121074 members 
Mstep: Class 2 contains 8310 members 
Mstep: Class 3 contains 87896 members 
Mstep: Class 4 contains 10609 members 
Mstep: Class 5 contains 111456 members 
Mstep: Class 6 contains 125524 members 
Mstep: Class 7 contains 6917 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 101158 members 
Mstep: Class 11 contains 108040 members 
Mstep: Class 12 contains 12868 members 
Mstep: Class 13 contains 78667 members 
Mstep: Class 14 contains 11825 members 
Mstep: Class 15 contains 91696 members 
Mstep: Class 16 contains 2330 members 
Mstep: Class 17 contains 10170 members 
Mstep: Class 18 contains 93054 members 
Mstep: Class 19 contains 88138 members 
Mstep: Class 20 contains 153913 members 
Mstep: Class 21 contains 72569 members 
Mstep: Class 22 contains 2811 members 
Mstep: Class 23 contains 4708 members 
Mstep: Class 24 contains 49620 members 
Mstep: Class 25 contains 9969 members 
Mstep: Class 26 contains 73138 members 
Mstep: Class 27 contains 33303 members 
Mstep: Class 28 contains 4209 members 
Mstep: Class 29 contains 163222 members 
Mstep: Class 30 contains 379 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 33 contains 13219 members 
Mstep: Class 34 contains 75666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87390320.000000 Penalty: 21567.242188
Iteration 153Q: 34 clusters Score -8.739032e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 120762 members 
Mstep: Class 2 contains 8293 members 
Mstep: Class 3 contains 87887 members 
Mstep: Class 4 contains 10569 members 
Mstep: Class 5 contains 111593 members 
Mstep: Class 6 contains 125674 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 10 contains 101253 members 
Mstep: Class 11 contains 107905 members 
Mstep: Class 12 contains 12902 members 
Mstep: Class 13 contains 78699 members 
Mstep: Class 14 contains 11865 members 
Mstep: Class 15 contains 91676 members 
Mstep: Class 16 contains 2335 members 
Mstep: Class 17 contains 10228 members 
Mstep: Class 18 contains 92961 members 
Mstep: Class 19 contains 87820 members 
Mstep: Class 20 contains 153816 members 
Mstep: Class 21 contains 72418 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 49757 members 
Mstep: Class 25 contains 10021 members 
Mstep: Class 26 contains 73080 members 
Mstep: Class 27 contains 33730 members 
Mstep: Class 28 contains 4220 members 
Mstep: Class 29 contains 163249 members 
Mstep: Class 30 contains 379 members 
Mstep: Class 31 contains 1312 members 
Mstep: Class 33 contains 13182 members 
Mstep: Class 34 contains 75642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87390560.000000 Penalty: 21567.242188
Iteration 154Q: 34 clusters Score -8.739056e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 120505 members 
Mstep: Class 2 contains 8271 members 
Mstep: Class 3 contains 87850 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 111712 members 
Mstep: Class 6 contains 125844 members 
Mstep: Class 7 contains 7032 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 101376 members 
Mstep: Class 11 contains 107787 members 
Mstep: Class 12 contains 12936 members 
Mstep: Class 13 contains 78728 members 
Mstep: Class 14 contains 11904 members 
Mstep: Class 15 contains 91662 members 
Mstep: Class 16 contains 2338 members 
Mstep: Class 17 contains 10303 members 
Mstep: Class 18 contains 92850 members 
Mstep: Class 19 contains 87499 members 
Mstep: Class 20 contains 153702 members 
Mstep: Class 21 contains 72270 members 
Mstep: Class 22 contains 2801 members 
Mstep: Class 23 contains 4788 members 
Mstep: Class 24 contains 49863 members 
Mstep: Class 25 contains 10063 members 
Mstep: Class 26 contains 73035 members 
Mstep: Class 27 contains 34172 members 
Mstep: Class 28 contains 4227 members 
Mstep: Class 29 contains 163239 members 
Mstep: Class 30 contains 379 members 
Mstep: Class 31 contains 1321 members 
Mstep: Class 33 contains 13143 members 
Mstep: Class 34 contains 75624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87390920.000000 Penalty: 21567.242188
Iteration 155Q: 34 clusters Score -8.739092e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 120221 members 
Mstep: Class 2 contains 8254 members 
Mstep: Class 3 contains 87880 members 
Mstep: Class 4 contains 10477 members 
Mstep: Class 5 contains 111746 members 
Mstep: Class 6 contains 126008 members 
Mstep: Class 7 contains 7091 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 1750 members 
Mstep: Class 10 contains 101504 members 
Mstep: Class 11 contains 107652 members 
Mstep: Class 12 contains 12973 members 
Mstep: Class 13 contains 78730 members 
Mstep: Class 14 contains 11935 members 
Mstep: Class 15 contains 91657 members 
Mstep: Class 16 contains 2345 members 
Mstep: Class 17 contains 10396 members 
Mstep: Class 18 contains 92723 members 
Mstep: Class 19 contains 87224 members 
Mstep: Class 20 contains 153618 members 
Mstep: Class 21 contains 72132 members 
Mstep: Class 22 contains 2798 members 
Mstep: Class 23 contains 4841 members 
Mstep: Class 24 contains 49965 members 
Mstep: Class 25 contains 10103 members 
Mstep: Class 26 contains 72962 members 
Mstep: Class 27 contains 34625 members 
Mstep: Class 28 contains 4231 members 
Mstep: Class 29 contains 163240 members 
Mstep: Class 30 contains 379 members 
Mstep: Class 31 contains 1329 members 
Mstep: Class 33 contains 13114 members 
Mstep: Class 34 contains 75594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87391448.000000 Penalty: 21567.242188
Iteration 156Q: 34 clusters Score -8.739145e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119977 members 
Mstep: Class 2 contains 8245 members 
Mstep: Class 3 contains 87894 members 
Mstep: Class 4 contains 10454 members 
Mstep: Class 5 contains 111732 members 
Mstep: Class 6 contains 126163 members 
Mstep: Class 7 contains 7147 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 101644 members 
Mstep: Class 11 contains 107529 members 
Mstep: Class 12 contains 13013 members 
Mstep: Class 13 contains 78744 members 
Mstep: Class 14 contains 11960 members 
Mstep: Class 15 contains 91667 members 
Mstep: Class 16 contains 2356 members 
Mstep: Class 17 contains 10500 members 
Mstep: Class 18 contains 92549 members 
Mstep: Class 19 contains 86892 members 
Mstep: Class 20 contains 153511 members 
Mstep: Class 21 contains 72032 members 
Mstep: Class 22 contains 2794 members 
Mstep: Class 23 contains 4891 members 
Mstep: Class 24 contains 50066 members 
Mstep: Class 25 contains 10131 members 
Mstep: Class 26 contains 72907 members 
Mstep: Class 27 contains 35080 members 
Mstep: Class 28 contains 4228 members 
Mstep: Class 29 contains 163254 members 
Mstep: Class 30 contains 379 members 
Mstep: Class 31 contains 1339 members 
Mstep: Class 33 contains 13092 members 
Mstep: Class 34 contains 75576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87391856.000000 Penalty: 21567.242188
Iteration 157Q: 34 clusters Score -8.739186e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119752 members 
Mstep: Class 2 contains 8237 members 
Mstep: Class 3 contains 87884 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 5 contains 111747 members 
Mstep: Class 6 contains 126339 members 
Mstep: Class 7 contains 7204 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 101720 members 
Mstep: Class 11 contains 107419 members 
Mstep: Class 12 contains 13051 members 
Mstep: Class 13 contains 78777 members 
Mstep: Class 14 contains 11984 members 
Mstep: Class 15 contains 91668 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 10590 members 
Mstep: Class 18 contains 92375 members 
Mstep: Class 19 contains 86516 members 
Mstep: Class 20 contains 153433 members 
Mstep: Class 21 contains 71930 members 
Mstep: Class 22 contains 2789 members 
Mstep: Class 23 contains 4950 members 
Mstep: Class 24 contains 50143 members 
Mstep: Class 25 contains 10151 members 
Mstep: Class 26 contains 72867 members 
Mstep: Class 27 contains 35542 members 
Mstep: Class 28 contains 4230 members 
Mstep: Class 29 contains 163255 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1358 members 
Mstep: Class 33 contains 13073 members 
Mstep: Class 34 contains 75557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87392144.000000 Penalty: 21567.242188
Iteration 158Q: 34 clusters Score -8.739214e+07 nChanged 4384
Entering ConstructFrom: 
Score: -87392144.000000 Penalty: 21567.242188
Entering ConstructFrom: 
Trying to split cluster 1 (119540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119540 members 
Entering Unmasked Estep 
Score: -6480994.000000 Penalty: 531.958984
	Iteration 0F: 2 clusters Score -6480994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59801 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -6404832.000000 Penalty: 1063.917969
	Iteration 0F: 3 clusters Score -6404832 nChanged 58451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -6439970.500000 Penalty: 1063.917969
	Iteration 1F: 3 clusters Score -6439970 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -6440632.500000 Penalty: 1063.917969
	Iteration 2Q: 3 clusters Score -6440632 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -6441341.500000 Penalty: 1063.917969
	Iteration 3Q: 3 clusters Score -6441342 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -6442291.000000 Penalty: 1063.917969
	Iteration 4Q: 3 clusters Score -6442291 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 66449 members 
Entering Unmasked Estep 
Score: -6443462.000000 Penalty: 1063.917969
	Iteration 5Q: 3 clusters Score -6443462 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -6445189.000000 Penalty: 1063.917969
	Iteration 6Q: 3 clusters Score -6445189 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -6447789.500000 Penalty: 1063.917969
	Iteration 7Q: 3 clusters Score -6447790 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -6451664.000000 Penalty: 1063.917969
	Iteration 8F: 3 clusters Score -6451664 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -6457064.500000 Penalty: 1063.917969
	Iteration 9F: 3 clusters Score -6457064 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 90969 members 
Entering Unmasked Estep 
Score: -6463373.500000 Penalty: 1063.917969
	Iteration 10F: 3 clusters Score -6463374 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -6468275.000000 Penalty: 1063.917969
	Iteration 11F: 3 clusters Score -6468275 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 98814 members 
Entering Unmasked Estep 
Score: -6470803.500000 Penalty: 1063.917969
	Iteration 12Q: 3 clusters Score -6470804 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -6472103.000000 Penalty: 1063.917969
	Iteration 13Q: 3 clusters Score -6472103 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -6473008.500000 Penalty: 1063.917969
	Iteration 14Q: 3 clusters Score -6473008 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -6473872.000000 Penalty: 1063.917969
	Iteration 15Q: 3 clusters Score -6473872 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 107254 members 
Entering Unmasked Estep 
Score: -6474658.000000 Penalty: 1063.917969
	Iteration 16Q: 3 clusters Score -6474658 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -6475417.500000 Penalty: 1063.917969
	Iteration 17Q: 3 clusters Score -6475418 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 110506 members 
Entering Unmasked Estep 
Score: -6476172.500000 Penalty: 1063.917969
	Iteration 18Q: 3 clusters Score -6476172 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 111888 members 
Entering Unmasked Estep 
Score: -6476821.000000 Penalty: 1063.917969
	Iteration 19Q: 3 clusters Score -6476821 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 113062 members 
Entering Unmasked Estep 
Score: -6477404.000000 Penalty: 1063.917969
	Iteration 20F: 3 clusters Score -6477404 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 114061 members 
Entering Unmasked Estep 
Score: -6477933.500000 Penalty: 1063.917969
	Iteration 21Q: 3 clusters Score -6477934 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 114932 members 
Entering Unmasked Estep 
Score: -6478389.000000 Penalty: 1063.917969
	Iteration 22Q: 3 clusters Score -6478389 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -6478804.500000 Penalty: 1063.917969
	Iteration 23Q: 3 clusters Score -6478804 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 116256 members 
Entering Unmasked Estep 
Score: -6479172.500000 Penalty: 1063.917969
	Iteration 24Q: 3 clusters Score -6479172 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 116740 members 
Entering Unmasked Estep 
Score: -6479493.500000 Penalty: 1063.917969
	Iteration 25Q: 3 clusters Score -6479494 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 117158 members 
Entering Unmasked Estep 
Score: -6479707.000000 Penalty: 1063.917969
	Iteration 26Q: 3 clusters Score -6479707 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 117503 members 
Entering Unmasked Estep 
Score: -6479915.500000 Penalty: 1063.917969
	Iteration 27Q: 3 clusters Score -6479916 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 117756 members 
Entering Unmasked Estep 
Score: -6480040.500000 Penalty: 1063.917969
	Iteration 28Q: 3 clusters Score -6480040 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 117975 members 
Entering Unmasked Estep 
Score: -6480160.000000 Penalty: 1063.917969
	Iteration 29Q: 3 clusters Score -6480160 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 118125 members 
Entering Unmasked Estep 
Score: -6480230.500000 Penalty: 1063.917969
	Iteration 30Q: 3 clusters Score -6480230 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 118244 members 
Entering Unmasked Estep 
Score: -6480274.000000 Penalty: 1063.917969
	Iteration 31Q: 3 clusters Score -6480274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 118335 members 
Entering Unmasked Estep 
Score: -6480333.500000 Penalty: 1063.917969
	Iteration 32Q: 3 clusters Score -6480334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 118418 members 
Entering Unmasked Estep 
Score: -6480379.500000 Penalty: 1063.917969
	Iteration 33Q: 3 clusters Score -6480380 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 118486 members 
Entering Unmasked Estep 
Score: -6480412.000000 Penalty: 1063.917969
	Iteration 34Q: 3 clusters Score -6480412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 118544 members 
Entering Unmasked Estep 
Score: -6480438.500000 Penalty: 1063.917969
	Iteration 35Q: 3 clusters Score -6480438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 118585 members 
Entering Unmasked Estep 
Score: -6480455.500000 Penalty: 1063.917969
	Iteration 36Q: 3 clusters Score -6480456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 118623 members 
Entering Unmasked Estep 
Score: -6480463.500000 Penalty: 1063.917969
	Iteration 37Q: 3 clusters Score -6480464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 118655 members 
Entering Unmasked Estep 
Score: -6480475.000000 Penalty: 1063.917969
	Iteration 38Q: 3 clusters Score -6480475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 118676 members 
Entering Unmasked Estep 
Score: -6480492.500000 Penalty: 1063.917969
	Iteration 39Q: 3 clusters Score -6480492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 118693 members 
Entering Unmasked Estep 
Score: -6480493.000000 Penalty: 1063.917969
	Iteration 40F: 3 clusters Score -6480493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 118710 members 
Entering Unmasked Estep 
Score: -6480510.500000 Penalty: 1063.917969
	Iteration 41Q: 3 clusters Score -6480510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -6480515.500000 Penalty: 1063.917969
	Iteration 42Q: 3 clusters Score -6480516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 118733 members 
Entering Unmasked Estep 
Score: -6480522.000000 Penalty: 1063.917969
	Iteration 43Q: 3 clusters Score -6480522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 118740 members 
Entering Unmasked Estep 
Score: -6480527.000000 Penalty: 1063.917969
	Iteration 44Q: 3 clusters Score -6480527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 118741 members 
Entering Unmasked Estep 
Score: -6480520.500000 Penalty: 1063.917969
	Iteration 45Q: 3 clusters Score -6480520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 118750 members 
Entering Unmasked Estep 
Score: -6480524.000000 Penalty: 1063.917969
	Iteration 46Q: 3 clusters Score -6480524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 118753 members 
Entering Unmasked Estep 
Score: -6480534.000000 Penalty: 1063.917969
	Iteration 47Q: 3 clusters Score -6480534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 118762 members 
Entering Unmasked Estep 
Score: -6480533.000000 Penalty: 1063.917969
	Iteration 48Q: 3 clusters Score -6480533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 118772 members 
Entering Unmasked Estep 
Score: -6480534.000000 Penalty: 1063.917969
	Iteration 49Q: 3 clusters Score -6480534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 118780 members 
Entering Unmasked Estep 
Score: -6480543.000000 Penalty: 1063.917969
	Iteration 50Q: 3 clusters Score -6480543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 118795 members 
Entering Unmasked Estep 
Score: -6480541.500000 Penalty: 1063.917969
	Iteration 51Q: 3 clusters Score -6480542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 118803 members 
Entering Unmasked Estep 
Score: -6480545.500000 Penalty: 1063.917969
	Iteration 52Q: 3 clusters Score -6480546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 118812 members 
Entering Unmasked Estep 
Score: -6480561.500000 Penalty: 1063.917969
	Iteration 53Q: 3 clusters Score -6480562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 118816 members 
Entering Unmasked Estep 
Score: -6480561.000000 Penalty: 1063.917969
	Iteration 54Q: 3 clusters Score -6480561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 118821 members 
Entering Unmasked Estep 
Score: -6480558.500000 Penalty: 1063.917969
	Iteration 55Q: 3 clusters Score -6480558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 118828 members 
Entering Unmasked Estep 
Score: -6480563.000000 Penalty: 1063.917969
	Iteration 56Q: 3 clusters Score -6480563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 118837 members 
Entering Unmasked Estep 
Score: -6480564.500000 Penalty: 1063.917969
	Iteration 57Q: 3 clusters Score -6480564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 118848 members 
Entering Unmasked Estep 
Score: -6480579.000000 Penalty: 1063.917969
	Iteration 58Q: 3 clusters Score -6480579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 118852 members 
Entering Unmasked Estep 
Score: -6480584.500000 Penalty: 1063.917969
	Iteration 59Q: 3 clusters Score -6480584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 118848 members 
Entering Unmasked Estep 
Score: -6480581.000000 Penalty: 1063.917969
	Iteration 60F: 3 clusters Score -6480581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 118843 members 
Entering Unmasked Estep 
Score: -6480570.000000 Penalty: 1063.917969
	Iteration 61Q: 3 clusters Score -6480570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -6480568.000000 Penalty: 1063.917969
	Iteration 62Q: 3 clusters Score -6480568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 118842 members 
Entering Unmasked Estep 
Score: -6480577.500000 Penalty: 1063.917969
	Iteration 63Q: 3 clusters Score -6480578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 118846 members 
Entering Unmasked Estep 
Score: -6480577.500000 Penalty: 1063.917969
	Iteration 64Q: 3 clusters Score -6480578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -6480579.000000 Penalty: 1063.917969
	Iteration 65Q: 3 clusters Score -6480579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 118854 members 
Entering Unmasked Estep 
Score: -6480577.000000 Penalty: 1063.917969
	Iteration 66Q: 3 clusters Score -6480577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 118858 members 
Entering Unmasked Estep 
Score: -6480581.000000 Penalty: 1063.917969
	Iteration 67Q: 3 clusters Score -6480581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 118859 members 
Entering Unmasked Estep 
Score: -6480584.000000 Penalty: 1063.917969
	Iteration 68Q: 3 clusters Score -6480584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 118860 members 
Entering Unmasked Estep 
Score: -6480587.000000 Penalty: 1063.917969
	Iteration 69Q: 3 clusters Score -6480587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 118860 members 
Entering Unmasked Estep 
Score: -6480594.500000 Penalty: 1063.917969
	Iteration 70Q: 3 clusters Score -6480594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 118860 members 
Entering Unmasked Estep 
Score: -6480594.500000 Penalty: 1063.917969
	Iteration 71Q: 3 clusters Score -6480594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 118863 members 
Entering Unmasked Estep 
Score: -6480596.000000 Penalty: 1063.917969
	Iteration 72Q: 3 clusters Score -6480596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 118863 members 
Entering Unmasked Estep 
Score: -6480596.000000 Penalty: 1063.917969
	Iteration 73F: 3 clusters Score -6480596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Entering Unmasked Estep 
Score: -452300.156250 Penalty: 410.179474
	Iteration 0F: 2 clusters Score -452300.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -446722.093750 Penalty: 820.358948
	Iteration 0F: 3 clusters Score -446722.1 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -449203.562500 Penalty: 820.358948
	Iteration 1F: 3 clusters Score -449203.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -449574.875000 Penalty: 820.358948
	Iteration 2F: 3 clusters Score -449574.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -450112.187500 Penalty: 820.358948
	Iteration 3F: 3 clusters Score -450112.2 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -450690.250000 Penalty: 820.358948
	Iteration 4F: 3 clusters Score -450690.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -451205.781250 Penalty: 820.358948
	Iteration 5F: 3 clusters Score -451205.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -451546.875000 Penalty: 820.358948
	Iteration 6Q: 3 clusters Score -451546.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -451693.906250 Penalty: 820.358948
	Iteration 7Q: 3 clusters Score -451693.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -451746.312500 Penalty: 820.358948
	Iteration 8Q: 3 clusters Score -451746.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -451767.718750 Penalty: 820.358948
	Iteration 9Q: 3 clusters Score -451767.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -451779.593750 Penalty: 820.358948
	Iteration 10Q: 3 clusters Score -451779.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -451789.718750 Penalty: 820.358948
	Iteration 11Q: 3 clusters Score -451789.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -451798.968750 Penalty: 820.358948
	Iteration 12Q: 3 clusters Score -451799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -451805.031250 Penalty: 820.358948
	Iteration 13Q: 3 clusters Score -451805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -451809.531250 Penalty: 820.358948
	Iteration 14Q: 3 clusters Score -451809.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -451809.843750 Penalty: 820.358948
	Iteration 15Q: 3 clusters Score -451809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -451811.468750 Penalty: 820.358948
	Iteration 16Q: 3 clusters Score -451811.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -451812.406250 Penalty: 820.358948
	Iteration 17Q: 3 clusters Score -451812.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -451814.937500 Penalty: 820.358948
	Iteration 18Q: 3 clusters Score -451814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -451818.687500 Penalty: 820.358948
	Iteration 19Q: 3 clusters Score -451818.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -451821.468750 Penalty: 820.358948
	Iteration 20F: 3 clusters Score -451821.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -451825.562500 Penalty: 820.358948
	Iteration 21Q: 3 clusters Score -451825.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -451828.218750 Penalty: 820.358948
	Iteration 22Q: 3 clusters Score -451828.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -451832.718750 Penalty: 820.358948
	Iteration 23Q: 3 clusters Score -451832.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -451836.812500 Penalty: 820.358948
	Iteration 24Q: 3 clusters Score -451836.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -451841.156250 Penalty: 820.358948
	Iteration 25Q: 3 clusters Score -451841.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -451844.562500 Penalty: 820.358948
	Iteration 26Q: 3 clusters Score -451844.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -451847.406250 Penalty: 820.358948
	Iteration 27Q: 3 clusters Score -451847.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -451851.750000 Penalty: 820.358948
	Iteration 28Q: 3 clusters Score -451851.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -451854.281250 Penalty: 820.358948
	Iteration 29Q: 3 clusters Score -451854.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -451859.500000 Penalty: 820.358948
	Iteration 30Q: 3 clusters Score -451859.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -451865.187500 Penalty: 820.358948
	Iteration 31Q: 3 clusters Score -451865.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -451868.156250 Penalty: 820.358948
	Iteration 32Q: 3 clusters Score -451868.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -451871.593750 Penalty: 820.358948
	Iteration 33Q: 3 clusters Score -451871.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -451876.000000 Penalty: 820.358948
	Iteration 34Q: 3 clusters Score -451876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -451879.031250 Penalty: 820.358948
	Iteration 35Q: 3 clusters Score -451879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -451883.750000 Penalty: 820.358948
	Iteration 36Q: 3 clusters Score -451883.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -451892.562500 Penalty: 820.358948
	Iteration 37Q: 3 clusters Score -451892.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -451901.906250 Penalty: 820.358948
	Iteration 38Q: 3 clusters Score -451901.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -451912.593750 Penalty: 820.358948
	Iteration 39Q: 3 clusters Score -451912.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -451918.750000 Penalty: 820.358948
	Iteration 40F: 3 clusters Score -451918.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -451922.750000 Penalty: 820.358948
	Iteration 41Q: 3 clusters Score -451922.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -451927.250000 Penalty: 820.358948
	Iteration 42Q: 3 clusters Score -451927.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -451930.406250 Penalty: 820.358948
	Iteration 43Q: 3 clusters Score -451930.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -451933.031250 Penalty: 820.358948
	Iteration 44Q: 3 clusters Score -451933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -451938.531250 Penalty: 820.358948
	Iteration 45Q: 3 clusters Score -451938.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -451946.531250 Penalty: 820.358948
	Iteration 46Q: 3 clusters Score -451946.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -451949.468750 Penalty: 820.358948
	Iteration 47Q: 3 clusters Score -451949.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -451951.375000 Penalty: 820.358948
	Iteration 48Q: 3 clusters Score -451951.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -451953.843750 Penalty: 820.358948
	Iteration 49Q: 3 clusters Score -451953.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -451956.656250 Penalty: 820.358948
	Iteration 50Q: 3 clusters Score -451956.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -451959.875000 Penalty: 820.358948
	Iteration 51Q: 3 clusters Score -451959.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -451961.218750 Penalty: 820.358948
	Iteration 52Q: 3 clusters Score -451961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -451962.000000 Penalty: 820.358948
	Iteration 53Q: 3 clusters Score -451962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -451962.937500 Penalty: 820.358948
	Iteration 54Q: 3 clusters Score -451962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -451963.187500 Penalty: 820.358948
	Iteration 55Q: 3 clusters Score -451963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -451964.187500 Penalty: 820.358948
	Iteration 56Q: 3 clusters Score -451964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -451964.281250 Penalty: 820.358948
	Iteration 57Q: 3 clusters Score -451964.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -451964.156250 Penalty: 820.358948
	Iteration 58Q: 3 clusters Score -451964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -451964.750000 Penalty: 820.358948
	Iteration 59Q: 3 clusters Score -451964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -451966.343750 Penalty: 820.358948
	Iteration 60F: 3 clusters Score -451966.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -451968.031250 Penalty: 820.358948
	Iteration 61Q: 3 clusters Score -451968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -451969.656250 Penalty: 820.358948
	Iteration 62Q: 3 clusters Score -451969.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -451971.656250 Penalty: 820.358948
	Iteration 63Q: 3 clusters Score -451971.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -451972.187500 Penalty: 820.358948
	Iteration 64Q: 3 clusters Score -451972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -451972.625000 Penalty: 820.358948
	Iteration 65Q: 3 clusters Score -451972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -451973.375000 Penalty: 820.358948
	Iteration 66Q: 3 clusters Score -451973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -451973.218750 Penalty: 820.358948
	Iteration 67Q: 3 clusters Score -451973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -451973.218750 Penalty: 820.358948
	Iteration 68F: 3 clusters Score -451973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87853 members 
Entering Unmasked Estep 
Score: -4832801.500000 Penalty: 517.945618
	Iteration 0F: 2 clusters Score -4832802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -4774492.000000 Penalty: 1035.891235
	Iteration 0F: 3 clusters Score -4774492 nChanged 42803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -4800271.500000 Penalty: 1035.891235
	Iteration 1F: 3 clusters Score -4800272 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -4801524.000000 Penalty: 1035.891235
	Iteration 2Q: 3 clusters Score -4801524 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -4803353.500000 Penalty: 1035.891235
	Iteration 3Q: 3 clusters Score -4803354 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -4806334.000000 Penalty: 1035.891235
	Iteration 4F: 3 clusters Score -4806334 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4810668.000000 Penalty: 1035.891235
	Iteration 5F: 3 clusters Score -4810668 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -4815624.500000 Penalty: 1035.891235
	Iteration 6F: 3 clusters Score -4815624 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4819631.000000 Penalty: 1035.891235
	Iteration 7F: 3 clusters Score -4819631 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -4821962.000000 Penalty: 1035.891235
	Iteration 8Q: 3 clusters Score -4821962 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -4823384.000000 Penalty: 1035.891235
	Iteration 9Q: 3 clusters Score -4823384 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -4824629.000000 Penalty: 1035.891235
	Iteration 10Q: 3 clusters Score -4824629 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -4825871.500000 Penalty: 1035.891235
	Iteration 11Q: 3 clusters Score -4825872 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -4827046.500000 Penalty: 1035.891235
	Iteration 12Q: 3 clusters Score -4827046 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -4828146.000000 Penalty: 1035.891235
	Iteration 13Q: 3 clusters Score -4828146 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4829186.000000 Penalty: 1035.891235
	Iteration 14Q: 3 clusters Score -4829186 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4830092.500000 Penalty: 1035.891235
	Iteration 15Q: 3 clusters Score -4830092 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4830900.500000 Penalty: 1035.891235
	Iteration 16Q: 3 clusters Score -4830900 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4831570.000000 Penalty: 1035.891235
	Iteration 17Q: 3 clusters Score -4831570 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4832020.500000 Penalty: 1035.891235
	Iteration 18Q: 3 clusters Score -4832020 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87635 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4832237.000000 Penalty: 1035.891235
	Iteration 19Q: 3 clusters Score -4832237 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87743 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4832305.500000 Penalty: 1035.891235
	Iteration 20F: 3 clusters Score -4832306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4832346.000000 Penalty: 1035.891235
	Iteration 21Q: 3 clusters Score -4832346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4832348.500000 Penalty: 1035.891235
	Iteration 22Q: 3 clusters Score -4832348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4832353.500000 Penalty: 1035.891235
	Iteration 23Q: 3 clusters Score -4832354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4832357.500000 Penalty: 1035.891235
	Iteration 24Q: 3 clusters Score -4832358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87794 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4832363.000000 Penalty: 1035.891235
	Iteration 25Q: 3 clusters Score -4832363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87795 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4832371.500000 Penalty: 1035.891235
	Iteration 26Q: 3 clusters Score -4832372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87796 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4832377.000000 Penalty: 1035.891235
	Iteration 27Q: 3 clusters Score -4832377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4832377.500000 Penalty: 1035.891235
	Iteration 28Q: 3 clusters Score -4832378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4832377.500000 Penalty: 1035.891235
	Iteration 29F: 3 clusters Score -4832378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Entering Unmasked Estep 
Score: -599212.312500 Penalty: 421.121124
	Iteration 0F: 2 clusters Score -599212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -592225.937500 Penalty: 842.242249
	Iteration 0F: 3 clusters Score -592225.9 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -594961.250000 Penalty: 842.242249
	Iteration 1F: 3 clusters Score -594961.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -595101.250000 Penalty: 842.242249
	Iteration 2Q: 3 clusters Score -595101.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -595231.375000 Penalty: 842.242249
	Iteration 3Q: 3 clusters Score -595231.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -595371.625000 Penalty: 842.242249
	Iteration 4Q: 3 clusters Score -595371.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -595550.125000 Penalty: 842.242249
	Iteration 5Q: 3 clusters Score -595550.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -595795.562500 Penalty: 842.242249
	Iteration 6Q: 3 clusters Score -595795.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -596140.625000 Penalty: 842.242249
	Iteration 7F: 3 clusters Score -596140.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -596557.312500 Penalty: 842.242249
	Iteration 8F: 3 clusters Score -596557.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -596961.937500 Penalty: 842.242249
	Iteration 9F: 3 clusters Score -596961.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -597300.187500 Penalty: 842.242249
	Iteration 10Q: 3 clusters Score -597300.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -597575.375000 Penalty: 842.242249
	Iteration 11Q: 3 clusters Score -597575.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -597782.687500 Penalty: 842.242249
	Iteration 12Q: 3 clusters Score -597782.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -597951.312500 Penalty: 842.242249
	Iteration 13Q: 3 clusters Score -597951.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -598085.937500 Penalty: 842.242249
	Iteration 14Q: 3 clusters Score -598085.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -598204.937500 Penalty: 842.242249
	Iteration 15Q: 3 clusters Score -598204.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -598296.875000 Penalty: 842.242249
	Iteration 16Q: 3 clusters Score -598296.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -598361.562500 Penalty: 842.242249
	Iteration 17Q: 3 clusters Score -598361.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -598415.562500 Penalty: 842.242249
	Iteration 18Q: 3 clusters Score -598415.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -598479.062500 Penalty: 842.242249
	Iteration 19Q: 3 clusters Score -598479.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -598545.500000 Penalty: 842.242249
	Iteration 20F: 3 clusters Score -598545.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -598607.500000 Penalty: 842.242249
	Iteration 21Q: 3 clusters Score -598607.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -598664.500000 Penalty: 842.242249
	Iteration 22Q: 3 clusters Score -598664.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -598711.937500 Penalty: 842.242249
	Iteration 23Q: 3 clusters Score -598711.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -598744.000000 Penalty: 842.242249
	Iteration 24Q: 3 clusters Score -598744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -598770.187500 Penalty: 842.242249
	Iteration 25Q: 3 clusters Score -598770.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -598786.812500 Penalty: 842.242249
	Iteration 26Q: 3 clusters Score -598786.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -598805.125000 Penalty: 842.242249
	Iteration 27Q: 3 clusters Score -598805.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -598815.500000 Penalty: 842.242249
	Iteration 28Q: 3 clusters Score -598815.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -598824.812500 Penalty: 842.242249
	Iteration 29Q: 3 clusters Score -598824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -598826.062500 Penalty: 842.242249
	Iteration 30Q: 3 clusters Score -598826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -598827.750000 Penalty: 842.242249
	Iteration 31Q: 3 clusters Score -598827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -598828.000000 Penalty: 842.242249
	Iteration 32Q: 3 clusters Score -598828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -598827.625000 Penalty: 842.242249
	Iteration 33Q: 3 clusters Score -598827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -598828.062500 Penalty: 842.242249
	Iteration 34Q: 3 clusters Score -598828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -598827.625000 Penalty: 842.242249
	Iteration 35Q: 3 clusters Score -598827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -598827.625000 Penalty: 842.242249
	Iteration 36Q: 3 clusters Score -598827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -598829.125000 Penalty: 842.242249
	Iteration 37Q: 3 clusters Score -598829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -598829.687500 Penalty: 842.242249
	Iteration 38Q: 3 clusters Score -598829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -598831.250000 Penalty: 842.242249
	Iteration 39Q: 3 clusters Score -598831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -598833.000000 Penalty: 842.242249
	Iteration 40F: 3 clusters Score -598833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -598834.500000 Penalty: 842.242249
	Iteration 41Q: 3 clusters Score -598834.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -598835.375000 Penalty: 842.242249
	Iteration 42Q: 3 clusters Score -598835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -598835.562500 Penalty: 842.242249
	Iteration 43Q: 3 clusters Score -598835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -598835.312500 Penalty: 842.242249
	Iteration 44Q: 3 clusters Score -598835.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -598836.250000 Penalty: 842.242249
	Iteration 45Q: 3 clusters Score -598836.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -598837.625000 Penalty: 842.242249
	Iteration 46Q: 3 clusters Score -598837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -598838.937500 Penalty: 842.242249
	Iteration 47Q: 3 clusters Score -598838.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -598839.937500 Penalty: 842.242249
	Iteration 48Q: 3 clusters Score -598839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -598841.125000 Penalty: 842.242249
	Iteration 49Q: 3 clusters Score -598841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -598841.375000 Penalty: 842.242249
	Iteration 50Q: 3 clusters Score -598841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -598841.625000 Penalty: 842.242249
	Iteration 51Q: 3 clusters Score -598841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -598843.562500 Penalty: 842.242249
	Iteration 52Q: 3 clusters Score -598843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -598843.437500 Penalty: 842.242249
	Iteration 53Q: 3 clusters Score -598843.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -598843.437500 Penalty: 842.242249
	Iteration 54F: 3 clusters Score -598843.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (111754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111754 members 
Entering Unmasked Estep 
Score: -6188098.000000 Penalty: 528.894470
	Iteration 0F: 2 clusters Score -6188098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -6116906.000000 Penalty: 1057.788940
	Iteration 0F: 3 clusters Score -6116906 nChanged 54776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -6152790.500000 Penalty: 1057.788940
	Iteration 1F: 3 clusters Score -6152790 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -6156755.500000 Penalty: 1057.788940
	Iteration 2F: 3 clusters Score -6156756 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -6162755.000000 Penalty: 1057.788940
	Iteration 3F: 3 clusters Score -6162755 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90557 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -6170353.000000 Penalty: 1057.788940
	Iteration 4F: 3 clusters Score -6170353 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -6177533.500000 Penalty: 1057.788940
	Iteration 5F: 3 clusters Score -6177534 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102125 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -6181767.000000 Penalty: 1057.788940
	Iteration 6Q: 3 clusters Score -6181767 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -6183552.000000 Penalty: 1057.788940
	Iteration 7Q: 3 clusters Score -6183552 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104855 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -6184187.500000 Penalty: 1057.788940
	Iteration 8Q: 3 clusters Score -6184188 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -6184667.000000 Penalty: 1057.788940
	Iteration 9Q: 3 clusters Score -6184667 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106332 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -6184968.500000 Penalty: 1057.788940
	Iteration 10Q: 3 clusters Score -6184968 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -6185311.500000 Penalty: 1057.788940
	Iteration 11Q: 3 clusters Score -6185312 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -6185602.000000 Penalty: 1057.788940
	Iteration 12Q: 3 clusters Score -6185602 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107856 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6185792.500000 Penalty: 1057.788940
	Iteration 13Q: 3 clusters Score -6185792 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -6185966.500000 Penalty: 1057.788940
	Iteration 14Q: 3 clusters Score -6185966 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6186132.000000 Penalty: 1057.788940
	Iteration 15Q: 3 clusters Score -6186132 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108802 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -6186256.500000 Penalty: 1057.788940
	Iteration 16Q: 3 clusters Score -6186256 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109034 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6186384.000000 Penalty: 1057.788940
	Iteration 17Q: 3 clusters Score -6186384 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6186451.500000 Penalty: 1057.788940
	Iteration 18Q: 3 clusters Score -6186452 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109372 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6186559.500000 Penalty: 1057.788940
	Iteration 19Q: 3 clusters Score -6186560 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -6186633.000000 Penalty: 1057.788940
	Iteration 20F: 3 clusters Score -6186633 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109659 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6186720.000000 Penalty: 1057.788940
	Iteration 21Q: 3 clusters Score -6186720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109782 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6186766.000000 Penalty: 1057.788940
	Iteration 22Q: 3 clusters Score -6186766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109887 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6186796.000000 Penalty: 1057.788940
	Iteration 23Q: 3 clusters Score -6186796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109987 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6186857.500000 Penalty: 1057.788940
	Iteration 24Q: 3 clusters Score -6186858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6186900.500000 Penalty: 1057.788940
	Iteration 25Q: 3 clusters Score -6186900 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110156 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6186935.500000 Penalty: 1057.788940
	Iteration 26Q: 3 clusters Score -6186936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6186961.000000 Penalty: 1057.788940
	Iteration 27Q: 3 clusters Score -6186961 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110288 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6186997.500000 Penalty: 1057.788940
	Iteration 28Q: 3 clusters Score -6186998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110344 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6187032.500000 Penalty: 1057.788940
	Iteration 29Q: 3 clusters Score -6187032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110401 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6187056.500000 Penalty: 1057.788940
	Iteration 30Q: 3 clusters Score -6187056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6187093.000000 Penalty: 1057.788940
	Iteration 31Q: 3 clusters Score -6187093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110522 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6187141.000000 Penalty: 1057.788940
	Iteration 32Q: 3 clusters Score -6187141 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110585 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6187165.000000 Penalty: 1057.788940
	Iteration 33Q: 3 clusters Score -6187165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110639 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6187202.500000 Penalty: 1057.788940
	Iteration 34Q: 3 clusters Score -6187202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110690 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6187230.000000 Penalty: 1057.788940
	Iteration 35Q: 3 clusters Score -6187230 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110740 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6187264.000000 Penalty: 1057.788940
	Iteration 36Q: 3 clusters Score -6187264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6187273.000000 Penalty: 1057.788940
	Iteration 37Q: 3 clusters Score -6187273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110809 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6187284.500000 Penalty: 1057.788940
	Iteration 38Q: 3 clusters Score -6187284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110836 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6187295.500000 Penalty: 1057.788940
	Iteration 39Q: 3 clusters Score -6187296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110861 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6187311.000000 Penalty: 1057.788940
	Iteration 40F: 3 clusters Score -6187311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6187319.500000 Penalty: 1057.788940
	Iteration 41Q: 3 clusters Score -6187320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110901 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6187327.000000 Penalty: 1057.788940
	Iteration 42Q: 3 clusters Score -6187327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110924 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6187335.500000 Penalty: 1057.788940
	Iteration 43Q: 3 clusters Score -6187336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110944 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6187350.000000 Penalty: 1057.788940
	Iteration 44Q: 3 clusters Score -6187350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110955 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6187364.500000 Penalty: 1057.788940
	Iteration 45Q: 3 clusters Score -6187364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110964 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6187370.000000 Penalty: 1057.788940
	Iteration 46Q: 3 clusters Score -6187370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110972 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6187371.000000 Penalty: 1057.788940
	Iteration 47Q: 3 clusters Score -6187371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110981 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6187375.000000 Penalty: 1057.788940
	Iteration 48Q: 3 clusters Score -6187375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110994 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6187382.000000 Penalty: 1057.788940
	Iteration 49Q: 3 clusters Score -6187382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111001 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6187387.500000 Penalty: 1057.788940
	Iteration 50Q: 3 clusters Score -6187388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111010 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6187390.500000 Penalty: 1057.788940
	Iteration 51Q: 3 clusters Score -6187390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111015 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6187398.000000 Penalty: 1057.788940
	Iteration 52Q: 3 clusters Score -6187398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111020 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6187406.500000 Penalty: 1057.788940
	Iteration 53Q: 3 clusters Score -6187406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111023 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6187408.500000 Penalty: 1057.788940
	Iteration 54Q: 3 clusters Score -6187408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111024 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6187408.500000 Penalty: 1057.788940
	Iteration 55Q: 3 clusters Score -6187408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111025 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6187406.500000 Penalty: 1057.788940
	Iteration 56Q: 3 clusters Score -6187406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111024 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6187405.000000 Penalty: 1057.788940
	Iteration 57Q: 3 clusters Score -6187405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111024 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6187405.000000 Penalty: 1057.788940
	Iteration 58F: 3 clusters Score -6187405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (126506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126506 members 
Entering Unmasked Estep 
Score: -6558331.000000 Penalty: 534.536072
	Iteration 0F: 2 clusters Score -6558331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -6472913.000000 Penalty: 1069.072144
	Iteration 0F: 3 clusters Score -6472913 nChanged 62104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -6509616.000000 Penalty: 1069.072144
	Iteration 1F: 3 clusters Score -6509616 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -6511080.500000 Penalty: 1069.072144
	Iteration 2Q: 3 clusters Score -6511080 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -6513317.000000 Penalty: 1069.072144
	Iteration 3Q: 3 clusters Score -6513317 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -6516927.000000 Penalty: 1069.072144
	Iteration 4F: 3 clusters Score -6516927 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -6522661.000000 Penalty: 1069.072144
	Iteration 5F: 3 clusters Score -6522661 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -6530477.000000 Penalty: 1069.072144
	Iteration 6F: 3 clusters Score -6530477 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -6538299.000000 Penalty: 1069.072144
	Iteration 7F: 3 clusters Score -6538299 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -6543321.500000 Penalty: 1069.072144
	Iteration 8F: 3 clusters Score -6543322 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -6545878.000000 Penalty: 1069.072144
	Iteration 9Q: 3 clusters Score -6545878 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106245 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -6547719.000000 Penalty: 1069.072144
	Iteration 10Q: 3 clusters Score -6547719 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -6549376.000000 Penalty: 1069.072144
	Iteration 11Q: 3 clusters Score -6549376 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110391 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -6550856.000000 Penalty: 1069.072144
	Iteration 12Q: 3 clusters Score -6550856 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111936 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -6552206.000000 Penalty: 1069.072144
	Iteration 13Q: 3 clusters Score -6552206 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113061 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -6553467.500000 Penalty: 1069.072144
	Iteration 14Q: 3 clusters Score -6553468 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113857 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -6554580.500000 Penalty: 1069.072144
	Iteration 15Q: 3 clusters Score -6554580 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114348 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -6555652.000000 Penalty: 1069.072144
	Iteration 16Q: 3 clusters Score -6555652 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -6556423.000000 Penalty: 1069.072144
	Iteration 17Q: 3 clusters Score -6556423 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114839 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -6557036.000000 Penalty: 1069.072144
	Iteration 18Q: 3 clusters Score -6557036 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114959 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -6557421.000000 Penalty: 1069.072144
	Iteration 19Q: 3 clusters Score -6557421 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115115 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -6557727.500000 Penalty: 1069.072144
	Iteration 20F: 3 clusters Score -6557728 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115252 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -6557907.000000 Penalty: 1069.072144
	Iteration 21Q: 3 clusters Score -6557907 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115389 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -6558049.000000 Penalty: 1069.072144
	Iteration 22Q: 3 clusters Score -6558049 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115521 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -6558087.500000 Penalty: 1069.072144
	Iteration 23Q: 3 clusters Score -6558088 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115631 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -6558093.000000 Penalty: 1069.072144
	Iteration 24Q: 3 clusters Score -6558093 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115740 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -6558091.500000 Penalty: 1069.072144
	Iteration 25Q: 3 clusters Score -6558092 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115845 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -6558094.000000 Penalty: 1069.072144
	Iteration 26Q: 3 clusters Score -6558094 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115966 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -6558084.000000 Penalty: 1069.072144
	Iteration 27Q: 3 clusters Score -6558084 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -6558093.000000 Penalty: 1069.072144
	Iteration 28Q: 3 clusters Score -6558093 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116198 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -6558091.000000 Penalty: 1069.072144
	Iteration 29Q: 3 clusters Score -6558091 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116313 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -6558092.500000 Penalty: 1069.072144
	Iteration 30Q: 3 clusters Score -6558092 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116424 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -6558103.500000 Penalty: 1069.072144
	Iteration 31Q: 3 clusters Score -6558104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116517 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -6558113.000000 Penalty: 1069.072144
	Iteration 32Q: 3 clusters Score -6558113 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116615 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -6558116.500000 Penalty: 1069.072144
	Iteration 33Q: 3 clusters Score -6558116 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -6558117.500000 Penalty: 1069.072144
	Iteration 34Q: 3 clusters Score -6558118 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116779 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -6558121.500000 Penalty: 1069.072144
	Iteration 35Q: 3 clusters Score -6558122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116866 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -6558130.000000 Penalty: 1069.072144
	Iteration 36Q: 3 clusters Score -6558130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116946 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -6558142.500000 Penalty: 1069.072144
	Iteration 37Q: 3 clusters Score -6558142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117025 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -6558144.500000 Penalty: 1069.072144
	Iteration 38Q: 3 clusters Score -6558144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117085 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -6558137.500000 Penalty: 1069.072144
	Iteration 39Q: 3 clusters Score -6558138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117125 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -6558130.500000 Penalty: 1069.072144
	Iteration 40F: 3 clusters Score -6558130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117160 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -6558129.500000 Penalty: 1069.072144
	Iteration 41Q: 3 clusters Score -6558130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117199 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -6558121.500000 Penalty: 1069.072144
	Iteration 42Q: 3 clusters Score -6558122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117236 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -6558120.500000 Penalty: 1069.072144
	Iteration 43Q: 3 clusters Score -6558120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -6558112.500000 Penalty: 1069.072144
	Iteration 44Q: 3 clusters Score -6558112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117307 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -6558109.000000 Penalty: 1069.072144
	Iteration 45Q: 3 clusters Score -6558109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117341 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -6558119.500000 Penalty: 1069.072144
	Iteration 46Q: 3 clusters Score -6558120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117373 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -6558119.500000 Penalty: 1069.072144
	Iteration 47Q: 3 clusters Score -6558120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117397 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -6558119.500000 Penalty: 1069.072144
	Iteration 48Q: 3 clusters Score -6558120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117425 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -6558104.500000 Penalty: 1069.072144
	Iteration 49Q: 3 clusters Score -6558104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117456 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -6558119.000000 Penalty: 1069.072144
	Iteration 50Q: 3 clusters Score -6558119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117486 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -6558118.000000 Penalty: 1069.072144
	Iteration 51Q: 3 clusters Score -6558118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117515 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -6558117.000000 Penalty: 1069.072144
	Iteration 52Q: 3 clusters Score -6558117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -6558120.500000 Penalty: 1069.072144
	Iteration 53Q: 3 clusters Score -6558120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117559 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -6558109.000000 Penalty: 1069.072144
	Iteration 54Q: 3 clusters Score -6558109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117584 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -6558115.500000 Penalty: 1069.072144
	Iteration 55Q: 3 clusters Score -6558116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117603 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -6558116.500000 Penalty: 1069.072144
	Iteration 56Q: 3 clusters Score -6558116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117627 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -6558113.500000 Penalty: 1069.072144
	Iteration 57Q: 3 clusters Score -6558114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117643 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -6558114.500000 Penalty: 1069.072144
	Iteration 58Q: 3 clusters Score -6558114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117656 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -6558118.000000 Penalty: 1069.072144
	Iteration 59Q: 3 clusters Score -6558118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117669 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -6558114.000000 Penalty: 1069.072144
	Iteration 60F: 3 clusters Score -6558114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117685 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -6558105.500000 Penalty: 1069.072144
	Iteration 61Q: 3 clusters Score -6558106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117702 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -6558109.500000 Penalty: 1069.072144
	Iteration 62Q: 3 clusters Score -6558110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117721 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -6558109.000000 Penalty: 1069.072144
	Iteration 63Q: 3 clusters Score -6558109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117743 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -6558111.000000 Penalty: 1069.072144
	Iteration 64Q: 3 clusters Score -6558111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117765 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -6558110.000000 Penalty: 1069.072144
	Iteration 65Q: 3 clusters Score -6558110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117792 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -6558118.000000 Penalty: 1069.072144
	Iteration 66Q: 3 clusters Score -6558118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117809 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -6558114.000000 Penalty: 1069.072144
	Iteration 67Q: 3 clusters Score -6558114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117824 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -6558106.000000 Penalty: 1069.072144
	Iteration 68Q: 3 clusters Score -6558106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117846 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -6558108.500000 Penalty: 1069.072144
	Iteration 69Q: 3 clusters Score -6558108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117873 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -6558108.000000 Penalty: 1069.072144
	Iteration 70Q: 3 clusters Score -6558108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117902 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -6558109.000000 Penalty: 1069.072144
	Iteration 71Q: 3 clusters Score -6558109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -6558107.500000 Penalty: 1069.072144
	Iteration 72Q: 3 clusters Score -6558108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117950 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -6558100.500000 Penalty: 1069.072144
	Iteration 73Q: 3 clusters Score -6558100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117981 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -6558092.500000 Penalty: 1069.072144
	Iteration 74Q: 3 clusters Score -6558092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118007 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -6558095.500000 Penalty: 1069.072144
	Iteration 75Q: 3 clusters Score -6558096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118041 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -6558083.500000 Penalty: 1069.072144
	Iteration 76Q: 3 clusters Score -6558084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118073 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -6558093.000000 Penalty: 1069.072144
	Iteration 77Q: 3 clusters Score -6558093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -6558094.500000 Penalty: 1069.072144
	Iteration 78Q: 3 clusters Score -6558094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118146 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -6558099.000000 Penalty: 1069.072144
	Iteration 79Q: 3 clusters Score -6558099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118187 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -6558107.500000 Penalty: 1069.072144
	Iteration 80F: 3 clusters Score -6558108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118238 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -6558118.000000 Penalty: 1069.072144
	Iteration 81Q: 3 clusters Score -6558118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118281 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -6558131.500000 Penalty: 1069.072144
	Iteration 82Q: 3 clusters Score -6558132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118318 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -6558128.500000 Penalty: 1069.072144
	Iteration 83Q: 3 clusters Score -6558128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118363 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -6558123.500000 Penalty: 1069.072144
	Iteration 84Q: 3 clusters Score -6558124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118410 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -6558139.500000 Penalty: 1069.072144
	Iteration 85Q: 3 clusters Score -6558140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118453 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -6558131.000000 Penalty: 1069.072144
	Iteration 86Q: 3 clusters Score -6558131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118493 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -6558131.500000 Penalty: 1069.072144
	Iteration 87Q: 3 clusters Score -6558132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118530 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -6558141.500000 Penalty: 1069.072144
	Iteration 88Q: 3 clusters Score -6558142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118568 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -6558134.000000 Penalty: 1069.072144
	Iteration 89Q: 3 clusters Score -6558134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118610 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -6558139.000000 Penalty: 1069.072144
	Iteration 90Q: 3 clusters Score -6558139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118665 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -6558148.000000 Penalty: 1069.072144
	Iteration 91Q: 3 clusters Score -6558148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118718 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -6558136.500000 Penalty: 1069.072144
	Iteration 92Q: 3 clusters Score -6558136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118761 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -6558140.000000 Penalty: 1069.072144
	Iteration 93Q: 3 clusters Score -6558140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118809 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -6558136.500000 Penalty: 1069.072144
	Iteration 94Q: 3 clusters Score -6558136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -6558139.000000 Penalty: 1069.072144
	Iteration 95Q: 3 clusters Score -6558139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118897 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -6558140.500000 Penalty: 1069.072144
	Iteration 96Q: 3 clusters Score -6558140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118941 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -6558140.500000 Penalty: 1069.072144
	Iteration 97Q: 3 clusters Score -6558140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118968 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -6558135.500000 Penalty: 1069.072144
	Iteration 98Q: 3 clusters Score -6558136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118986 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -6558126.000000 Penalty: 1069.072144
	Iteration 99Q: 3 clusters Score -6558126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119013 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -6558122.500000 Penalty: 1069.072144
	Iteration 100F: 3 clusters Score -6558122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119041 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -6558124.000000 Penalty: 1069.072144
	Iteration 101Q: 3 clusters Score -6558124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119074 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -6558123.000000 Penalty: 1069.072144
	Iteration 102Q: 3 clusters Score -6558123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119112 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -6558125.500000 Penalty: 1069.072144
	Iteration 103Q: 3 clusters Score -6558126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119143 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -6558126.500000 Penalty: 1069.072144
	Iteration 104Q: 3 clusters Score -6558126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119166 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -6558136.000000 Penalty: 1069.072144
	Iteration 105Q: 3 clusters Score -6558136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119183 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -6558128.500000 Penalty: 1069.072144
	Iteration 106Q: 3 clusters Score -6558128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119205 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -6558127.500000 Penalty: 1069.072144
	Iteration 107Q: 3 clusters Score -6558128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -6558130.000000 Penalty: 1069.072144
	Iteration 108Q: 3 clusters Score -6558130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119263 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -6558130.500000 Penalty: 1069.072144
	Iteration 109Q: 3 clusters Score -6558130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119291 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -6558120.500000 Penalty: 1069.072144
	Iteration 110Q: 3 clusters Score -6558120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119323 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -6558128.000000 Penalty: 1069.072144
	Iteration 111Q: 3 clusters Score -6558128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -6558133.500000 Penalty: 1069.072144
	Iteration 112Q: 3 clusters Score -6558134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119386 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -6558134.500000 Penalty: 1069.072144
	Iteration 113Q: 3 clusters Score -6558134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119428 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -6558137.500000 Penalty: 1069.072144
	Iteration 114Q: 3 clusters Score -6558138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -6558137.500000 Penalty: 1069.072144
	Iteration 115Q: 3 clusters Score -6558138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119494 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -6558142.000000 Penalty: 1069.072144
	Iteration 116Q: 3 clusters Score -6558142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119527 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -6558135.500000 Penalty: 1069.072144
	Iteration 117Q: 3 clusters Score -6558136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119555 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -6558131.500000 Penalty: 1069.072144
	Iteration 118Q: 3 clusters Score -6558132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119579 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -6558131.500000 Penalty: 1069.072144
	Iteration 119Q: 3 clusters Score -6558132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119605 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -6558129.500000 Penalty: 1069.072144
	Iteration 120F: 3 clusters Score -6558130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119629 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -6558130.000000 Penalty: 1069.072144
	Iteration 121Q: 3 clusters Score -6558130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119645 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -6558132.000000 Penalty: 1069.072144
	Iteration 122Q: 3 clusters Score -6558132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119667 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -6558132.500000 Penalty: 1069.072144
	Iteration 123Q: 3 clusters Score -6558132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119685 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -6558128.500000 Penalty: 1069.072144
	Iteration 124Q: 3 clusters Score -6558128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119708 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -6558129.000000 Penalty: 1069.072144
	Iteration 125Q: 3 clusters Score -6558129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119729 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6558122.000000 Penalty: 1069.072144
	Iteration 126Q: 3 clusters Score -6558122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119749 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -6558120.500000 Penalty: 1069.072144
	Iteration 127Q: 3 clusters Score -6558120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119764 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -6558125.500000 Penalty: 1069.072144
	Iteration 128Q: 3 clusters Score -6558126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119785 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -6558131.000000 Penalty: 1069.072144
	Iteration 129Q: 3 clusters Score -6558131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119806 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -6558119.500000 Penalty: 1069.072144
	Iteration 130Q: 3 clusters Score -6558120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119820 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -6558120.500000 Penalty: 1069.072144
	Iteration 131Q: 3 clusters Score -6558120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119832 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -6558122.500000 Penalty: 1069.072144
	Iteration 132Q: 3 clusters Score -6558122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119842 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -6558117.000000 Penalty: 1069.072144
	Iteration 133Q: 3 clusters Score -6558117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119856 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -6558125.500000 Penalty: 1069.072144
	Iteration 134Q: 3 clusters Score -6558126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119862 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -6558125.000000 Penalty: 1069.072144
	Iteration 135Q: 3 clusters Score -6558125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119867 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -6558127.500000 Penalty: 1069.072144
	Iteration 136Q: 3 clusters Score -6558128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119874 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -6558122.500000 Penalty: 1069.072144
	Iteration 137Q: 3 clusters Score -6558122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119880 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -6558121.000000 Penalty: 1069.072144
	Iteration 138Q: 3 clusters Score -6558121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119886 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -6558115.000000 Penalty: 1069.072144
	Iteration 139Q: 3 clusters Score -6558115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6558116.000000 Penalty: 1069.072144
	Iteration 140F: 3 clusters Score -6558116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119897 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -6558113.000000 Penalty: 1069.072144
	Iteration 141Q: 3 clusters Score -6558113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119901 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -6558112.000000 Penalty: 1069.072144
	Iteration 142Q: 3 clusters Score -6558112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119908 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -6558109.000000 Penalty: 1069.072144
	Iteration 143Q: 3 clusters Score -6558109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119914 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -6558112.500000 Penalty: 1069.072144
	Iteration 144Q: 3 clusters Score -6558112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119923 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -6558118.000000 Penalty: 1069.072144
	Iteration 145Q: 3 clusters Score -6558118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119934 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -6558110.500000 Penalty: 1069.072144
	Iteration 146Q: 3 clusters Score -6558110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119945 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -6558108.000000 Penalty: 1069.072144
	Iteration 147Q: 3 clusters Score -6558108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119954 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -6558107.000000 Penalty: 1069.072144
	Iteration 148Q: 3 clusters Score -6558107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119965 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -6558112.500000 Penalty: 1069.072144
	Iteration 149Q: 3 clusters Score -6558112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119974 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -6558115.500000 Penalty: 1069.072144
	Iteration 150Q: 3 clusters Score -6558116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119982 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -6558109.000000 Penalty: 1069.072144
	Iteration 151Q: 3 clusters Score -6558109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119991 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -6558111.500000 Penalty: 1069.072144
	Iteration 152Q: 3 clusters Score -6558112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120002 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -6558113.500000 Penalty: 1069.072144
	Iteration 153Q: 3 clusters Score -6558114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -6558117.000000 Penalty: 1069.072144
	Iteration 154Q: 3 clusters Score -6558117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -6558114.000000 Penalty: 1069.072144
	Iteration 155Q: 3 clusters Score -6558114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120020 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -6558112.000000 Penalty: 1069.072144
	Iteration 156Q: 3 clusters Score -6558112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -6558107.000000 Penalty: 1069.072144
	Iteration 157Q: 3 clusters Score -6558107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120030 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -6558104.500000 Penalty: 1069.072144
	Iteration 158Q: 3 clusters Score -6558104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120032 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6558104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120032 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -6558104.500000 Penalty: 1069.072144
	Iteration 160F: 3 clusters Score -6558104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Entering Unmasked Estep 
Score: -391008.843750 Penalty: 404.501129
	Iteration 0F: 2 clusters Score -391008.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -386087.250000 Penalty: 809.002258
	Iteration 0F: 3 clusters Score -386087.2 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -388007.531250 Penalty: 809.002258
	Iteration 1F: 3 clusters Score -388007.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -388213.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -388537.437500 Penalty: 809.002258
	Iteration 3F: 3 clusters Score -388537.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -388901.500000 Penalty: 809.002258
	Iteration 4F: 3 clusters Score -388901.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -389286.656250 Penalty: 809.002258
	Iteration 5F: 3 clusters Score -389286.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -389642.812500 Penalty: 809.002258
	Iteration 6F: 3 clusters Score -389642.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -389988.687500 Penalty: 809.002258
	Iteration 7F: 3 clusters Score -389988.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -390208.750000 Penalty: 809.002258
	Iteration 8F: 3 clusters Score -390208.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -390327.937500 Penalty: 809.002258
	Iteration 9Q: 3 clusters Score -390327.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -390385.562500 Penalty: 809.002258
	Iteration 10Q: 3 clusters Score -390385.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -390432.343750 Penalty: 809.002258
	Iteration 11Q: 3 clusters Score -390432.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -390474.875000 Penalty: 809.002258
	Iteration 12Q: 3 clusters Score -390474.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -390525.500000 Penalty: 809.002258
	Iteration 13Q: 3 clusters Score -390525.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -390574.937500 Penalty: 809.002258
	Iteration 14Q: 3 clusters Score -390574.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -390633.906250 Penalty: 809.002258
	Iteration 15Q: 3 clusters Score -390633.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -390690.906250 Penalty: 809.002258
	Iteration 16Q: 3 clusters Score -390690.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -390742.625000 Penalty: 809.002258
	Iteration 17Q: 3 clusters Score -390742.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -390786.625000 Penalty: 809.002258
	Iteration 18Q: 3 clusters Score -390786.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -390824.656250 Penalty: 809.002258
	Iteration 19Q: 3 clusters Score -390824.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -390849.093750 Penalty: 809.002258
	Iteration 20F: 3 clusters Score -390849.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -390865.875000 Penalty: 809.002258
	Iteration 21Q: 3 clusters Score -390865.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -390877.812500 Penalty: 809.002258
	Iteration 22Q: 3 clusters Score -390877.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -390891.437500 Penalty: 809.002258
	Iteration 23Q: 3 clusters Score -390891.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -390908.687500 Penalty: 809.002258
	Iteration 24Q: 3 clusters Score -390908.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -390923.531250 Penalty: 809.002258
	Iteration 25Q: 3 clusters Score -390923.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -390937.125000 Penalty: 809.002258
	Iteration 26Q: 3 clusters Score -390937.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -390946.750000 Penalty: 809.002258
	Iteration 27Q: 3 clusters Score -390946.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -390955.562500 Penalty: 809.002258
	Iteration 28Q: 3 clusters Score -390955.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -390960.250000 Penalty: 809.002258
	Iteration 29Q: 3 clusters Score -390960.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -390965.218750 Penalty: 809.002258
	Iteration 30Q: 3 clusters Score -390965.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -390970.593750 Penalty: 809.002258
	Iteration 31Q: 3 clusters Score -390970.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -390977.125000 Penalty: 809.002258
	Iteration 32Q: 3 clusters Score -390977.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -390979.750000 Penalty: 809.002258
	Iteration 33Q: 3 clusters Score -390979.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -390983.500000 Penalty: 809.002258
	Iteration 34Q: 3 clusters Score -390983.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -390986.562500 Penalty: 809.002258
	Iteration 35Q: 3 clusters Score -390986.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -390989.781250 Penalty: 809.002258
	Iteration 36Q: 3 clusters Score -390989.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -390994.000000 Penalty: 809.002258
	Iteration 37Q: 3 clusters Score -390994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -390997.218750 Penalty: 809.002258
	Iteration 38Q: 3 clusters Score -390997.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -391001.093750 Penalty: 809.002258
	Iteration 39Q: 3 clusters Score -391001.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -391004.062500 Penalty: 809.002258
	Iteration 40F: 3 clusters Score -391004.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -391004.937500 Penalty: 809.002258
	Iteration 41Q: 3 clusters Score -391004.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -391006.468750 Penalty: 809.002258
	Iteration 42Q: 3 clusters Score -391006.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -391008.843750 Penalty: 809.002258
	Iteration 43Q: 3 clusters Score -391008.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -391010.812500 Penalty: 809.002258
	Iteration 44Q: 3 clusters Score -391010.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -391011.625000 Penalty: 809.002258
	Iteration 45Q: 3 clusters Score -391011.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -391012.000000 Penalty: 809.002258
	Iteration 46Q: 3 clusters Score -391012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -391012.687500 Penalty: 809.002258
	Iteration 47Q: 3 clusters Score -391012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -391014.156250 Penalty: 809.002258
	Iteration 48Q: 3 clusters Score -391014.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -391013.718750 Penalty: 809.002258
	Iteration 49Q: 3 clusters Score -391013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -391013.718750 Penalty: 809.002258
	Iteration 50F: 3 clusters Score -391013.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 87853 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 111754 members 
Mstep: Class 6 contains 126506 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 101833 members 
Mstep: Class 11 contains 107339 members 
Mstep: Class 12 contains 13096 members 
Mstep: Class 13 contains 78793 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 91656 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 92205 members 
Mstep: Class 19 contains 86186 members 
Mstep: Class 20 contains 153368 members 
Mstep: Class 21 contains 71834 members 
Mstep: Class 22 contains 2781 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 50220 members 
Mstep: Class 25 contains 10165 members 
Mstep: Class 26 contains 72815 members 
Mstep: Class 27 contains 35959 members 
Mstep: Class 28 contains 4235 members 
Mstep: Class 29 contains 163252 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 5751 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 75528 members 
Entering Unmasked Estep 
Score: -87392320.000000 Penalty: 22220.794922
Splitting cluster 7 changes total score from -87392144.000000 to -87392320.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -32011.201172 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -32011.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31441.246094 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -31441.25 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31851.964844 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -31851.96 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32017.822266 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -32017.82 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32223.490234 Penalty: 602.910706
	Iteration 3F: 3 clusters Score -32223.49 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32313.234375 Penalty: 602.910706
	Iteration 4F: 3 clusters Score -32313.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32330.365234 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -32330.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32333.080078 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -32333.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32335.273438 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -32335.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32335.273438 Penalty: 602.910706
	Iteration 8F: 3 clusters Score -32335.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 87853 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 111754 members 
Mstep: Class 6 contains 126506 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 101833 members 
Mstep: Class 11 contains 107339 members 
Mstep: Class 12 contains 13096 members 
Mstep: Class 13 contains 78793 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 91656 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 92205 members 
Mstep: Class 19 contains 86186 members 
Mstep: Class 20 contains 153368 members 
Mstep: Class 21 contains 71834 members 
Mstep: Class 22 contains 2781 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 50220 members 
Mstep: Class 25 contains 10165 members 
Mstep: Class 26 contains 72815 members 
Mstep: Class 27 contains 35959 members 
Mstep: Class 28 contains 4235 members 
Mstep: Class 29 contains 163252 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 5751 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 75528 members 
Mstep: Class 35 contains 174 members 
Entering Unmasked Estep 
Score: -87392264.000000 Penalty: 22874.347656
Splitting cluster 8 changes total score from -87392144.000000 to -87392264.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -92828.703125 Penalty: 339.843323
	Iteration 0F: 2 clusters Score -92828.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -91574.828125 Penalty: 679.686646
	Iteration 0F: 3 clusters Score -91574.83 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -92012.812500 Penalty: 679.686646
	Iteration 1F: 3 clusters Score -92012.81 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -92089.015625 Penalty: 679.686646
	Iteration 2F: 3 clusters Score -92089.02 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -92152.117188 Penalty: 679.686646
	Iteration 3F: 3 clusters Score -92152.12 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -92204.656250 Penalty: 679.686646
	Iteration 4Q: 3 clusters Score -92204.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92231.851562 Penalty: 679.686646
	Iteration 5Q: 3 clusters Score -92231.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92254.234375 Penalty: 679.686646
	Iteration 6Q: 3 clusters Score -92254.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92280.296875 Penalty: 679.686646
	Iteration 7Q: 3 clusters Score -92280.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -92301.664062 Penalty: 679.686646
	Iteration 8Q: 3 clusters Score -92301.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -92320.140625 Penalty: 679.686646
	Iteration 9Q: 3 clusters Score -92320.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92343.296875 Penalty: 679.686646
	Iteration 10Q: 3 clusters Score -92343.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92360.640625 Penalty: 679.686646
	Iteration 11Q: 3 clusters Score -92360.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92376.875000 Penalty: 679.686646
	Iteration 12Q: 3 clusters Score -92376.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -92399.773438 Penalty: 679.686646
	Iteration 13Q: 3 clusters Score -92399.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92420.187500 Penalty: 679.686646
	Iteration 14Q: 3 clusters Score -92420.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -92444.273438 Penalty: 679.686646
	Iteration 15Q: 3 clusters Score -92444.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -92466.046875 Penalty: 679.686646
	Iteration 16Q: 3 clusters Score -92466.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -92484.742188 Penalty: 679.686646
	Iteration 17Q: 3 clusters Score -92484.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -92495.179688 Penalty: 679.686646
	Iteration 18Q: 3 clusters Score -92495.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -92508.843750 Penalty: 679.686646
	Iteration 19Q: 3 clusters Score -92508.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -92516.234375 Penalty: 679.686646
	Iteration 20F: 3 clusters Score -92516.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -92522.703125 Penalty: 679.686646
	Iteration 21Q: 3 clusters Score -92522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -92526.960938 Penalty: 679.686646
	Iteration 22Q: 3 clusters Score -92526.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -92529.414062 Penalty: 679.686646
	Iteration 23Q: 3 clusters Score -92529.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -92530.890625 Penalty: 679.686646
	Iteration 24Q: 3 clusters Score -92530.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -92532.203125 Penalty: 679.686646
	Iteration 25Q: 3 clusters Score -92532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -92533.625000 Penalty: 679.686646
	Iteration 26Q: 3 clusters Score -92533.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -92535.656250 Penalty: 679.686646
	Iteration 27Q: 3 clusters Score -92535.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -92539.687500 Penalty: 679.686646
	Iteration 28Q: 3 clusters Score -92539.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -92540.554688 Penalty: 679.686646
	Iteration 29Q: 3 clusters Score -92540.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -92543.250000 Penalty: 679.686646
	Iteration 30Q: 3 clusters Score -92543.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -92546.468750 Penalty: 679.686646
	Iteration 31Q: 3 clusters Score -92546.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -92546.468750 Penalty: 679.686646
	Iteration 32F: 3 clusters Score -92546.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (101833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101833 members 
Entering Unmasked Estep 
Score: -5558900.000000 Penalty: 524.664612
	Iteration 0F: 2 clusters Score -5558900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -5492617.000000 Penalty: 1049.329224
	Iteration 0F: 3 clusters Score -5492617 nChanged 49956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -5523064.500000 Penalty: 1049.329224
	Iteration 1F: 3 clusters Score -5523064 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -5524054.500000 Penalty: 1049.329224
	Iteration 2Q: 3 clusters Score -5524054 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -5525625.500000 Penalty: 1049.329224
	Iteration 3Q: 3 clusters Score -5525626 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -5528658.500000 Penalty: 1049.329224
	Iteration 4Q: 3 clusters Score -5528658 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -5533682.000000 Penalty: 1049.329224
	Iteration 5F: 3 clusters Score -5533682 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -5540796.000000 Penalty: 1049.329224
	Iteration 6F: 3 clusters Score -5540796 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -5546304.000000 Penalty: 1049.329224
	Iteration 7F: 3 clusters Score -5546304 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -5548914.500000 Penalty: 1049.329224
	Iteration 8Q: 3 clusters Score -5548914 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -5550763.500000 Penalty: 1049.329224
	Iteration 9Q: 3 clusters Score -5550764 nChanged 2867
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5552608 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5554413 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5556052 nChanged 2365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 51032 members 
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	Iteration 13Q: 3 clusters Score -5557350 nChanged 1962
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5558201 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5558647 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5558887 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5559084 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5559168 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5559227 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5559246 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5559280 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5559302 nChanged 242
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Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5559310 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5559304 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5559306 nChanged 223
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Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5559304 nChanged 230
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Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5559328 nChanged 244
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Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5559322 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5559335 nChanged 260
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Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 55374 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5559353 nChanged 267
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Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5559373 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5559386 nChanged 229
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Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5559419 nChanged 201
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Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5559421 nChanged 226
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Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5559430 nChanged 217
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Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5559431 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5559392 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5559422 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5559432 nChanged 251
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Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5559436 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5559448 nChanged 256
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Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5559438 nChanged 280
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Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5559440 nChanged 272
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Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5559438 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5559434 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5559414 nChanged 302
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5559410 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5559413 nChanged 313
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5559436 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5559456 nChanged 324
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5559480 nChanged 279
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5559507 nChanged 346
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5559534 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5559538 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5559558 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5559542 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5559598 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5559559 nChanged 384
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Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 63760 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5559596 nChanged 413
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5559636 nChanged 415
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5559631 nChanged 363
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5559618 nChanged 351
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Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 65302 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5559635 nChanged 369
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Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5559648 nChanged 374
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Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 66045 members 
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	Iteration 65Q: 3 clusters Score -5559644 nChanged 354
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Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5559682 nChanged 394
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Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5559728 nChanged 371
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Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5559738 nChanged 319
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Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5559744 nChanged 292
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Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5559759 nChanged 307
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Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 68082 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5559772 nChanged 284
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Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5559758 nChanged 294
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Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5559783 nChanged 324
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Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 68984 members 
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	Iteration 74Q: 3 clusters Score -5559790 nChanged 307
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Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5559784 nChanged 326
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Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5559784 nChanged 324
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5559820 nChanged 356
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Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5559838 nChanged 323
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Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5559836 nChanged 311
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Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5559826 nChanged 315
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Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5559844 nChanged 346
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Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5559870 nChanged 319
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Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 71911 members 
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	Iteration 83Q: 3 clusters Score -5559890 nChanged 345
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Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5559914 nChanged 359
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Mstep: Class 1 contains 29218 members 
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	Iteration 85Q: 3 clusters Score -5559906 nChanged 352
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Mstep: Class 1 contains 28866 members 
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	Iteration 86Q: 3 clusters Score -5559896 nChanged 323
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Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 73290 members 
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	Iteration 87Q: 3 clusters Score -5559925 nChanged 330
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Mstep: Class 1 contains 28213 members 
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	Iteration 88Q: 3 clusters Score -5559922 nChanged 299
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Mstep: Class 1 contains 27914 members 
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	Iteration 89Q: 3 clusters Score -5559903 nChanged 278
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Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5559915 nChanged 307
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Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5559936 nChanged 295
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Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 74799 members 
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	Iteration 92Q: 3 clusters Score -5559938 nChanged 306
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Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 75105 members 
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	Iteration 93Q: 3 clusters Score -5559968 nChanged 300
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Mstep: Class 2 contains 75405 members 
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	Iteration 94Q: 3 clusters Score -5559984 nChanged 270
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Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5559984 nChanged 256
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Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 75931 members 
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	Iteration 96Q: 3 clusters Score -5560007 nChanged 251
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Mstep: Class 2 contains 76182 members 
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	Iteration 97Q: 3 clusters Score -5560001 nChanged 269
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Mstep: Class 2 contains 76451 members 
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	Iteration 98Q: 3 clusters Score -5559988 nChanged 263
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Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5560012 nChanged 274
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Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5560020 nChanged 246
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Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5560038 nChanged 249
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Mstep: Class 1 contains 24103 members 
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Mstep: Class 2 contains 77968 members 
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Mstep: Class 2 contains 78210 members 
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Mstep: Class 2 contains 78425 members 
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Mstep: Class 2 contains 78658 members 
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Mstep: Class 2 contains 78870 members 
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Mstep: Class 2 contains 79078 members 
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Mstep: Class 2 contains 79285 members 
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Mstep: Class 2 contains 79711 members 
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Mstep: Class 1 contains 18515 members 
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	Iteration 152Q: 3 clusters Score -5559938 nChanged 40
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	Iteration 158Q: 3 clusters Score -5559920 nChanged 63
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	Iteration 160F: 3 clusters Score -5559924 nChanged 81
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	Iteration 181Q: 3 clusters Score -5559866 nChanged 64
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	Iteration 182Q: 3 clusters Score -5559864 nChanged 54
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	Iteration 188Q: 3 clusters Score -5559834 nChanged 61
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	Iteration 189Q: 3 clusters Score -5559827 nChanged 34
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	Iteration 191Q: 3 clusters Score -5559840 nChanged 40
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	Iteration 192Q: 3 clusters Score -5559845 nChanged 38
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	Iteration 193Q: 3 clusters Score -5559844 nChanged 34
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	Iteration 194Q: 3 clusters Score -5559840 nChanged 38
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Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
Score: -5559845.000000 Penalty: 1049.329224
	Iteration 195Q: 3 clusters Score -5559845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -5559838.500000 Penalty: 1049.329224
	Iteration 196Q: 3 clusters Score -5559838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -5559831.500000 Penalty: 1049.329224
	Iteration 197Q: 3 clusters Score -5559832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -5559830.500000 Penalty: 1049.329224
	Iteration 198Q: 3 clusters Score -5559830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 86826 members 
Entering Unmasked Estep 
Score: -5559833.500000 Penalty: 1049.329224
	Iteration 199Q: 3 clusters Score -5559834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -5559827.000000 Penalty: 1049.329224
	Iteration 200F: 3 clusters Score -5559827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -5559830.000000 Penalty: 1049.329224
	Iteration 201Q: 3 clusters Score -5559830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 86937 members 
Entering Unmasked Estep 
Score: -5559828.000000 Penalty: 1049.329224
	Iteration 202Q: 3 clusters Score -5559828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 86976 members 
Entering Unmasked Estep 
Score: -5559821.000000 Penalty: 1049.329224
	Iteration 203Q: 3 clusters Score -5559821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -5559826.000000 Penalty: 1049.329224
	Iteration 204Q: 3 clusters Score -5559826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 87015 members 
Entering Unmasked Estep 
Score: -5559822.000000 Penalty: 1049.329224
	Iteration 205Q: 3 clusters Score -5559822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -5559818.500000 Penalty: 1049.329224
	Iteration 206Q: 3 clusters Score -5559818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -5559818.000000 Penalty: 1049.329224
	Iteration 207Q: 3 clusters Score -5559818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -5559803.000000 Penalty: 1049.329224
	Iteration 208Q: 3 clusters Score -5559803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -5559792.500000 Penalty: 1049.329224
	Iteration 209Q: 3 clusters Score -5559792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -5559793.000000 Penalty: 1049.329224
	Iteration 210Q: 3 clusters Score -5559793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 87113 members 
Entering Unmasked Estep 
Score: -5559788.000000 Penalty: 1049.329224
	Iteration 211Q: 3 clusters Score -5559788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -5559783.000000 Penalty: 1049.329224
	Iteration 212Q: 3 clusters Score -5559783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -5559773.500000 Penalty: 1049.329224
	Iteration 213Q: 3 clusters Score -5559774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -5559783.000000 Penalty: 1049.329224
	Iteration 214Q: 3 clusters Score -5559783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -5559780.500000 Penalty: 1049.329224
	Iteration 215Q: 3 clusters Score -5559780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -5559782.500000 Penalty: 1049.329224
	Iteration 216Q: 3 clusters Score -5559782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -5559776.500000 Penalty: 1049.329224
	Iteration 217Q: 3 clusters Score -5559776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -5559778.500000 Penalty: 1049.329224
	Iteration 218Q: 3 clusters Score -5559778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -5559781.000000 Penalty: 1049.329224
	Iteration 219Q: 3 clusters Score -5559781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -5559779.000000 Penalty: 1049.329224
	Iteration 220F: 3 clusters Score -5559779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -5559780.500000 Penalty: 1049.329224
	Iteration 221Q: 3 clusters Score -5559780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 87415 members 
Entering Unmasked Estep 
Score: -5559772.000000 Penalty: 1049.329224
	Iteration 222Q: 3 clusters Score -5559772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 87441 members 
Entering Unmasked Estep 
Score: -5559769.000000 Penalty: 1049.329224
	Iteration 223Q: 3 clusters Score -5559769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 87461 members 
Entering Unmasked Estep 
Score: -5559768.500000 Penalty: 1049.329224
	Iteration 224Q: 3 clusters Score -5559768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -5559753.000000 Penalty: 1049.329224
	Iteration 225Q: 3 clusters Score -5559753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -5559751.000000 Penalty: 1049.329224
	Iteration 226Q: 3 clusters Score -5559751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -5559760.000000 Penalty: 1049.329224
	Iteration 227Q: 3 clusters Score -5559760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -5559748.000000 Penalty: 1049.329224
	Iteration 228Q: 3 clusters Score -5559748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -5559750.500000 Penalty: 1049.329224
	Iteration 229Q: 3 clusters Score -5559750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -5559751.000000 Penalty: 1049.329224
	Iteration 230Q: 3 clusters Score -5559751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -5559756.500000 Penalty: 1049.329224
	Iteration 231Q: 3 clusters Score -5559756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -5559751.500000 Penalty: 1049.329224
	Iteration 232Q: 3 clusters Score -5559752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -5559754.500000 Penalty: 1049.329224
	Iteration 233Q: 3 clusters Score -5559754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -5559758.500000 Penalty: 1049.329224
	Iteration 234Q: 3 clusters Score -5559758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -5559758.500000 Penalty: 1049.329224
	Iteration 235Q: 3 clusters Score -5559758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -5559760.000000 Penalty: 1049.329224
	Iteration 236Q: 3 clusters Score -5559760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -5559755.500000 Penalty: 1049.329224
	Iteration 237Q: 3 clusters Score -5559756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -5559754.000000 Penalty: 1049.329224
	Iteration 238Q: 3 clusters Score -5559754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 87703 members 
Entering Unmasked Estep 
Score: -5559752.000000 Penalty: 1049.329224
	Iteration 239Q: 3 clusters Score -5559752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -5559756.000000 Penalty: 1049.329224
	Iteration 240F: 3 clusters Score -5559756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 87853 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 111754 members 
Mstep: Class 6 contains 126506 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 14126 members 
Mstep: Class 11 contains 107339 members 
Mstep: Class 12 contains 13096 members 
Mstep: Class 13 contains 78793 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 91656 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 92205 members 
Mstep: Class 19 contains 86186 members 
Mstep: Class 20 contains 153368 members 
Mstep: Class 21 contains 71834 members 
Mstep: Class 22 contains 2781 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 50220 members 
Mstep: Class 25 contains 10165 members 
Mstep: Class 26 contains 72815 members 
Mstep: Class 27 contains 35959 members 
Mstep: Class 28 contains 4235 members 
Mstep: Class 29 contains 163252 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 5751 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 75528 members 
Mstep: Class 35 contains 174 members 
Mstep: Class 36 contains 87707 members 
Entering Unmasked Estep 
Score: -87393232.000000 Penalty: 23527.900391
Splitting cluster 10 changes total score from -87392144.000000 to -87393232.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 11 (107339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107339 members 
Entering Unmasked Estep 
Score: -5925566.000000 Penalty: 527.060486
	Iteration 0F: 2 clusters Score -5925566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -5856068.000000 Penalty: 1054.120972
	Iteration 0F: 3 clusters Score -5856068 nChanged 52577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56153 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -5888538.000000 Penalty: 1054.120972
	Iteration 1F: 3 clusters Score -5888538 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -5890882.500000 Penalty: 1054.120972
	Iteration 2Q: 3 clusters Score -5890882 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -5895268.500000 Penalty: 1054.120972
	Iteration 3F: 3 clusters Score -5895268 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60913 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -5902146.000000 Penalty: 1054.120972
	Iteration 4F: 3 clusters Score -5902146 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -5909133.000000 Penalty: 1054.120972
	Iteration 5F: 3 clusters Score -5909133 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -5912351.000000 Penalty: 1054.120972
	Iteration 6F: 3 clusters Score -5912351 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -5913813.500000 Penalty: 1054.120972
	Iteration 7Q: 3 clusters Score -5913814 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -5914954.500000 Penalty: 1054.120972
	Iteration 8Q: 3 clusters Score -5914954 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -5916197.000000 Penalty: 1054.120972
	Iteration 9Q: 3 clusters Score -5916197 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -5917503.500000 Penalty: 1054.120972
	Iteration 10Q: 3 clusters Score -5917504 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -5918894.500000 Penalty: 1054.120972
	Iteration 11Q: 3 clusters Score -5918894 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -5920444.000000 Penalty: 1054.120972
	Iteration 12Q: 3 clusters Score -5920444 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -5921979.000000 Penalty: 1054.120972
	Iteration 13Q: 3 clusters Score -5921979 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -5923302.000000 Penalty: 1054.120972
	Iteration 14Q: 3 clusters Score -5923302 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -5924339.000000 Penalty: 1054.120972
	Iteration 15Q: 3 clusters Score -5924339 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -5924895.000000 Penalty: 1054.120972
	Iteration 16Q: 3 clusters Score -5924895 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -5925263.000000 Penalty: 1054.120972
	Iteration 17Q: 3 clusters Score -5925263 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -5925441.500000 Penalty: 1054.120972
	Iteration 18Q: 3 clusters Score -5925442 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -5925573.000000 Penalty: 1054.120972
	Iteration 19Q: 3 clusters Score -5925573 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -5925756.500000 Penalty: 1054.120972
	Iteration 20F: 3 clusters Score -5925756 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -5925824.500000 Penalty: 1054.120972
	Iteration 21Q: 3 clusters Score -5925824 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5925853.000000 Penalty: 1054.120972
	Iteration 22Q: 3 clusters Score -5925853 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -5925857.500000 Penalty: 1054.120972
	Iteration 23Q: 3 clusters Score -5925858 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -5925865.000000 Penalty: 1054.120972
	Iteration 24Q: 3 clusters Score -5925865 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -5925863.500000 Penalty: 1054.120972
	Iteration 25Q: 3 clusters Score -5925864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -5925861.500000 Penalty: 1054.120972
	Iteration 26Q: 3 clusters Score -5925862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -5925868.000000 Penalty: 1054.120972
	Iteration 27Q: 3 clusters Score -5925868 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -5925880.000000 Penalty: 1054.120972
	Iteration 28Q: 3 clusters Score -5925880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -5925872.500000 Penalty: 1054.120972
	Iteration 29Q: 3 clusters Score -5925872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -5925892.000000 Penalty: 1054.120972
	Iteration 30Q: 3 clusters Score -5925892 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -5925890.500000 Penalty: 1054.120972
	Iteration 31Q: 3 clusters Score -5925890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -5925893.000000 Penalty: 1054.120972
	Iteration 32Q: 3 clusters Score -5925893 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -5925906.500000 Penalty: 1054.120972
	Iteration 33Q: 3 clusters Score -5925906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -5925888.500000 Penalty: 1054.120972
	Iteration 34Q: 3 clusters Score -5925888 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -5925901.500000 Penalty: 1054.120972
	Iteration 35Q: 3 clusters Score -5925902 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -5925893.500000 Penalty: 1054.120972
	Iteration 36Q: 3 clusters Score -5925894 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -5925904.500000 Penalty: 1054.120972
	Iteration 37Q: 3 clusters Score -5925904 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64465 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -5925910.000000 Penalty: 1054.120972
	Iteration 38Q: 3 clusters Score -5925910 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -5925909.000000 Penalty: 1054.120972
	Iteration 39Q: 3 clusters Score -5925909 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5925928 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5925934 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5925972 nChanged 133
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Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5925981 nChanged 111
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Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5925996 nChanged 140
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Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5926002 nChanged 125
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Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5925998 nChanged 136
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Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5925999 nChanged 136
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Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5925992 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5925989 nChanged 108
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Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5926002 nChanged 119
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Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5926008 nChanged 109
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Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5926008 nChanged 86
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Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5926022 nChanged 77
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Mstep: Class 1 contains 68476 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68682 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 68745 members 
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Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5926012 nChanged 76
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Mstep: Class 1 contains 68901 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5926014 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5926010 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5926016 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69132 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5926012 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5926011 nChanged 82
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Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 38042 members 
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	Iteration 84Q: 3 clusters Score -5926020 nChanged 77
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Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 37965 members 
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Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 37879 members 
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	Iteration 86Q: 3 clusters Score -5925996 nChanged 87
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Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 37792 members 
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	Iteration 87Q: 3 clusters Score -5925990 nChanged 80
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Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 37712 members 
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Mstep: Class 1 contains 69728 members 
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	Iteration 89Q: 3 clusters Score -5925984 nChanged 92
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Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 37519 members 
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	Iteration 90Q: 3 clusters Score -5925975 nChanged 81
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Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 37438 members 
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	Iteration 91Q: 3 clusters Score -5925986 nChanged 85
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Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5925994 nChanged 104
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Mstep: Class 1 contains 70090 members 
Mstep: Class 2 contains 37249 members 
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	Iteration 93Q: 3 clusters Score -5926001 nChanged 98
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Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 37151 members 
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	Iteration 94Q: 3 clusters Score -5925998 nChanged 95
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Mstep: Class 1 contains 70283 members 
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Mstep: Class 1 contains 70363 members 
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	Iteration 96Q: 3 clusters Score -5926008 nChanged 83
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Mstep: Class 1 contains 70446 members 
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Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5926003 nChanged 94
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Mstep: Class 1 contains 70631 members 
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Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 36617 members 
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	Iteration 100F: 3 clusters Score -5926000 nChanged 91
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Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 36526 members 
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Mstep: Class 1 contains 70911 members 
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	Iteration 102Q: 3 clusters Score -5926000 nChanged 99
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Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 36329 members 
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	Iteration 103Q: 3 clusters Score -5926013 nChanged 112
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Mstep: Class 1 contains 71122 members 
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Mstep: Class 1 contains 71339 members 
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Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5926021 nChanged 97
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Mstep: Class 1 contains 71551 members 
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	Iteration 108Q: 3 clusters Score -5926016 nChanged 94
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Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 35694 members 
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Mstep: Class 1 contains 71736 members 
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	Iteration 110Q: 3 clusters Score -5926020 nChanged 74
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Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 35529 members 
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	Iteration 111Q: 3 clusters Score -5926017 nChanged 69
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Mstep: Class 1 contains 71879 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5926024 nChanged 74
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Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 35386 members 
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	Iteration 113Q: 3 clusters Score -5926018 nChanged 63
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	Iteration 114Q: 3 clusters Score -5926001 nChanged 60
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Mstep: Class 1 contains 72076 members 
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	Iteration 115Q: 3 clusters Score -5926008 nChanged 60
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Mstep: Class 1 contains 72136 members 
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Mstep: Class 1 contains 72186 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5926022 nChanged 61
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Mstep: Class 1 contains 72247 members 
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Mstep: Class 1 contains 72292 members 
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	Iteration 119Q: 3 clusters Score -5926024 nChanged 43
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Mstep: Class 1 contains 72335 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5926035 nChanged 44
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Mstep: Class 1 contains 72379 members 
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	Iteration 121Q: 3 clusters Score -5926030 nChanged 47
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Mstep: Class 1 contains 72426 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5926022 nChanged 49
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	Iteration 123Q: 3 clusters Score -5926018 nChanged 51
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	Iteration 124Q: 3 clusters Score -5926010 nChanged 47
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	Iteration 126Q: 3 clusters Score -5926024 nChanged 48
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	Iteration 127Q: 3 clusters Score -5926010 nChanged 42
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Mstep: Class 1 contains 72716 members 
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	Iteration 128Q: 3 clusters Score -5926012 nChanged 40
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Mstep: Class 1 contains 72756 members 
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	Iteration 129Q: 3 clusters Score -5926016 nChanged 30
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Mstep: Class 1 contains 72786 members 
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Mstep: Class 1 contains 72818 members 
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	Iteration 131Q: 3 clusters Score -5926018 nChanged 36
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	Iteration 132Q: 3 clusters Score -5926014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -5926018.500000 Penalty: 1054.120972
	Iteration 133Q: 3 clusters Score -5926018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -5926018.000000 Penalty: 1054.120972
	Iteration 134Q: 3 clusters Score -5926018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -5926025.500000 Penalty: 1054.120972
	Iteration 135Q: 3 clusters Score -5926026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -5926023.500000 Penalty: 1054.120972
	Iteration 136Q: 3 clusters Score -5926024 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -5926035.500000 Penalty: 1054.120972
	Iteration 137Q: 3 clusters Score -5926036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -5926027.000000 Penalty: 1054.120972
	Iteration 138Q: 3 clusters Score -5926027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -5926035.000000 Penalty: 1054.120972
	Iteration 139Q: 3 clusters Score -5926035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -5926029.000000 Penalty: 1054.120972
	Iteration 140F: 3 clusters Score -5926029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -5926033.500000 Penalty: 1054.120972
	Iteration 141Q: 3 clusters Score -5926034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -5926027.000000 Penalty: 1054.120972
	Iteration 142Q: 3 clusters Score -5926027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5926032.000000 Penalty: 1054.120972
	Iteration 143Q: 3 clusters Score -5926032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -5926029.000000 Penalty: 1054.120972
	Iteration 144Q: 3 clusters Score -5926029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73407 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -5926040.000000 Penalty: 1054.120972
	Iteration 145Q: 3 clusters Score -5926040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -5926045.500000 Penalty: 1054.120972
	Iteration 146Q: 3 clusters Score -5926046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -5926052.000000 Penalty: 1054.120972
	Iteration 147Q: 3 clusters Score -5926052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73556 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -5926061.500000 Penalty: 1054.120972
	Iteration 148Q: 3 clusters Score -5926062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5926056.500000 Penalty: 1054.120972
	Iteration 149Q: 3 clusters Score -5926056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -5926063.000000 Penalty: 1054.120972
	Iteration 150Q: 3 clusters Score -5926063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73683 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -5926058.500000 Penalty: 1054.120972
	Iteration 151Q: 3 clusters Score -5926058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73736 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -5926049.000000 Penalty: 1054.120972
	Iteration 152Q: 3 clusters Score -5926049 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73786 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -5926055.500000 Penalty: 1054.120972
	Iteration 153Q: 3 clusters Score -5926056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -5926081.000000 Penalty: 1054.120972
	Iteration 154Q: 3 clusters Score -5926081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5926080.000000 Penalty: 1054.120972
	Iteration 155Q: 3 clusters Score -5926080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -5926093.500000 Penalty: 1054.120972
	Iteration 156Q: 3 clusters Score -5926094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -5926078.000000 Penalty: 1054.120972
	Iteration 157Q: 3 clusters Score -5926078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -5926086.000000 Penalty: 1054.120972
	Iteration 158Q: 3 clusters Score -5926086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74032 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -5926082.000000 Penalty: 1054.120972
	Iteration 159Q: 3 clusters Score -5926082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74064 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -5926074.500000 Penalty: 1054.120972
	Iteration 160F: 3 clusters Score -5926074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -5926083.000000 Penalty: 1054.120972
	Iteration 161Q: 3 clusters Score -5926083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -5926071.000000 Penalty: 1054.120972
	Iteration 162Q: 3 clusters Score -5926071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -5926067.000000 Penalty: 1054.120972
	Iteration 163Q: 3 clusters Score -5926067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -5926060.500000 Penalty: 1054.120972
	Iteration 164Q: 3 clusters Score -5926060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -5926050.000000 Penalty: 1054.120972
	Iteration 165Q: 3 clusters Score -5926050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -5926059.000000 Penalty: 1054.120972
	Iteration 166Q: 3 clusters Score -5926059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -5926061.500000 Penalty: 1054.120972
	Iteration 167Q: 3 clusters Score -5926062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -5926071.000000 Penalty: 1054.120972
	Iteration 168Q: 3 clusters Score -5926071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74248 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -5926063.500000 Penalty: 1054.120972
	Iteration 169Q: 3 clusters Score -5926064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -5926065.500000 Penalty: 1054.120972
	Iteration 170Q: 3 clusters Score -5926066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -5926064.500000 Penalty: 1054.120972
	Iteration 171Q: 3 clusters Score -5926064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -5926066.000000 Penalty: 1054.120972
	Iteration 172Q: 3 clusters Score -5926066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -5926071.000000 Penalty: 1054.120972
	Iteration 173Q: 3 clusters Score -5926071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -5926060.500000 Penalty: 1054.120972
	Iteration 174Q: 3 clusters Score -5926060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -5926059.500000 Penalty: 1054.120972
	Iteration 175Q: 3 clusters Score -5926060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -5926053.000000 Penalty: 1054.120972
	Iteration 176Q: 3 clusters Score -5926053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -5926056.000000 Penalty: 1054.120972
	Iteration 177Q: 3 clusters Score -5926056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -5926060.500000 Penalty: 1054.120972
	Iteration 178Q: 3 clusters Score -5926060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -5926061.500000 Penalty: 1054.120972
	Iteration 179Q: 3 clusters Score -5926062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -5926070.000000 Penalty: 1054.120972
	Iteration 180F: 3 clusters Score -5926070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -5926070.000000 Penalty: 1054.120972
	Iteration 181Q: 3 clusters Score -5926070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -5926069.500000 Penalty: 1054.120972
	Iteration 182Q: 3 clusters Score -5926070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -5926062.000000 Penalty: 1054.120972
	Iteration 183Q: 3 clusters Score -5926062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -5926063.500000 Penalty: 1054.120972
	Iteration 184Q: 3 clusters Score -5926064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74555 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -5926063.000000 Penalty: 1054.120972
	Iteration 185Q: 3 clusters Score -5926063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -5926070.000000 Penalty: 1054.120972
	Iteration 186Q: 3 clusters Score -5926070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -5926056.500000 Penalty: 1054.120972
	Iteration 187Q: 3 clusters Score -5926056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -5926054.000000 Penalty: 1054.120972
	Iteration 188Q: 3 clusters Score -5926054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -5926044.500000 Penalty: 1054.120972
	Iteration 189Q: 3 clusters Score -5926044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -5926039.000000 Penalty: 1054.120972
	Iteration 190Q: 3 clusters Score -5926039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -5926036.500000 Penalty: 1054.120972
	Iteration 191Q: 3 clusters Score -5926036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -5926034.000000 Penalty: 1054.120972
	Iteration 192Q: 3 clusters Score -5926034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -5926032.000000 Penalty: 1054.120972
	Iteration 193Q: 3 clusters Score -5926032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -5926038.000000 Penalty: 1054.120972
	Iteration 194Q: 3 clusters Score -5926038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -5926042.000000 Penalty: 1054.120972
	Iteration 195Q: 3 clusters Score -5926042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -5926042.000000 Penalty: 1054.120972
	Iteration 196Q: 3 clusters Score -5926042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74767 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -5926049.500000 Penalty: 1054.120972
	Iteration 197Q: 3 clusters Score -5926050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -5926049.000000 Penalty: 1054.120972
	Iteration 198Q: 3 clusters Score -5926049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -5926043.000000 Penalty: 1054.120972
	Iteration 199Q: 3 clusters Score -5926043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -5926044.000000 Penalty: 1054.120972
	Iteration 200F: 3 clusters Score -5926044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -5926041.500000 Penalty: 1054.120972
	Iteration 201Q: 3 clusters Score -5926042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -5926044.500000 Penalty: 1054.120972
	Iteration 202Q: 3 clusters Score -5926044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -5926047.500000 Penalty: 1054.120972
	Iteration 203Q: 3 clusters Score -5926048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -5926048.500000 Penalty: 1054.120972
	Iteration 204Q: 3 clusters Score -5926048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -5926047.000000 Penalty: 1054.120972
	Iteration 205Q: 3 clusters Score -5926047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -5926048.000000 Penalty: 1054.120972
	Iteration 206Q: 3 clusters Score -5926048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -5926042.500000 Penalty: 1054.120972
	Iteration 207Q: 3 clusters Score -5926042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -5926042.500000 Penalty: 1054.120972
	Iteration 208F: 3 clusters Score -5926042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 87853 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 111754 members 
Mstep: Class 6 contains 126506 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 14126 members 
Mstep: Class 11 contains 74824 members 
Mstep: Class 12 contains 13096 members 
Mstep: Class 13 contains 78793 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 91656 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 92205 members 
Mstep: Class 19 contains 86186 members 
Mstep: Class 20 contains 153368 members 
Mstep: Class 21 contains 71834 members 
Mstep: Class 22 contains 2781 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 50220 members 
Mstep: Class 25 contains 10165 members 
Mstep: Class 26 contains 72815 members 
Mstep: Class 27 contains 35959 members 
Mstep: Class 28 contains 4235 members 
Mstep: Class 29 contains 163252 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 5751 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 75528 members 
Mstep: Class 35 contains 174 members 
Mstep: Class 36 contains 87707 members 
Mstep: Class 37 contains 32515 members 
Entering Unmasked Estep 
Score: -87393160.000000 Penalty: 24181.455078
Splitting cluster 11 changes total score from -87392144.000000 to -87393160.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 12 (13096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Entering Unmasked Estep 
Score: -685911.500000 Penalty: 431.342834
	Iteration 0F: 2 clusters Score -685911.5 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 6571 members 
Entering Unmasked Estep 
Score: -677094.625000 Penalty: 862.685669
	Iteration 0F: 3 clusters Score -677094.6 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -680622.937500 Penalty: 862.685669
	Iteration 1F: 3 clusters Score -680622.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -680892.812500 Penalty: 862.685669
	Iteration 2F: 3 clusters Score -680892.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -681164.500000 Penalty: 862.685669
	Iteration 3F: 3 clusters Score -681164.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -681480.875000 Penalty: 862.685669
	Iteration 4F: 3 clusters Score -681480.9 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -681923.000000 Penalty: 862.685669
	Iteration 5F: 3 clusters Score -681923 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -682565.625000 Penalty: 862.685669
	Iteration 6F: 3 clusters Score -682565.6 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -683363.125000 Penalty: 862.685669
	Iteration 7F: 3 clusters Score -683363.1 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -684148.687500 Penalty: 862.685669
	Iteration 8F: 3 clusters Score -684148.7 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -684749.312500 Penalty: 862.685669
	Iteration 9Q: 3 clusters Score -684749.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -685123.812500 Penalty: 862.685669
	Iteration 10Q: 3 clusters Score -685123.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -685310.312500 Penalty: 862.685669
	Iteration 11Q: 3 clusters Score -685310.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -685433.000000 Penalty: 862.685669
	Iteration 12Q: 3 clusters Score -685433 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -685494.000000 Penalty: 862.685669
	Iteration 13Q: 3 clusters Score -685494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -685525.875000 Penalty: 862.685669
	Iteration 14Q: 3 clusters Score -685525.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -685550.500000 Penalty: 862.685669
	Iteration 15Q: 3 clusters Score -685550.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -685561.250000 Penalty: 862.685669
	Iteration 16Q: 3 clusters Score -685561.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -685564.812500 Penalty: 862.685669
	Iteration 17Q: 3 clusters Score -685564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -685565.937500 Penalty: 862.685669
	Iteration 18Q: 3 clusters Score -685565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -685565.750000 Penalty: 862.685669
	Iteration 19Q: 3 clusters Score -685565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -685566.812500 Penalty: 862.685669
	Iteration 20F: 3 clusters Score -685566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -685568.437500 Penalty: 862.685669
	Iteration 21Q: 3 clusters Score -685568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -685569.375000 Penalty: 862.685669
	Iteration 22Q: 3 clusters Score -685569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -685570.125000 Penalty: 862.685669
	Iteration 23Q: 3 clusters Score -685570.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -685570.312500 Penalty: 862.685669
	Iteration 24Q: 3 clusters Score -685570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -685571.625000 Penalty: 862.685669
	Iteration 25Q: 3 clusters Score -685571.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -685571.625000 Penalty: 862.685669
	Iteration 26F: 3 clusters Score -685571.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (78793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Entering Unmasked Estep 
Score: -4261807.000000 Penalty: 512.993347
	Iteration 0F: 2 clusters Score -4261807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -4208833.000000 Penalty: 1025.986694
	Iteration 0F: 3 clusters Score -4208833 nChanged 38452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4233184.500000 Penalty: 1025.986694
	Iteration 1F: 3 clusters Score -4233184 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -4235727.000000 Penalty: 1025.986694
	Iteration 2F: 3 clusters Score -4235727 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4239518.000000 Penalty: 1025.986694
	Iteration 3F: 3 clusters Score -4239518 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4244597.000000 Penalty: 1025.986694
	Iteration 4F: 3 clusters Score -4244597 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -4250305.500000 Penalty: 1025.986694
	Iteration 5F: 3 clusters Score -4250306 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4254841.500000 Penalty: 1025.986694
	Iteration 6F: 3 clusters Score -4254842 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -4257028.000000 Penalty: 1025.986694
	Iteration 7Q: 3 clusters Score -4257028 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -4258023.000000 Penalty: 1025.986694
	Iteration 8Q: 3 clusters Score -4258023 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -4258540.000000 Penalty: 1025.986694
	Iteration 9Q: 3 clusters Score -4258540 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -4258839.000000 Penalty: 1025.986694
	Iteration 10Q: 3 clusters Score -4258839 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4259034.000000 Penalty: 1025.986694
	Iteration 11Q: 3 clusters Score -4259034 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -4259114.500000 Penalty: 1025.986694
	Iteration 12Q: 3 clusters Score -4259114 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -4259175.000000 Penalty: 1025.986694
	Iteration 13Q: 3 clusters Score -4259175 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -4259228.500000 Penalty: 1025.986694
	Iteration 14Q: 3 clusters Score -4259228 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -4259270.000000 Penalty: 1025.986694
	Iteration 15Q: 3 clusters Score -4259270 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -4259283.000000 Penalty: 1025.986694
	Iteration 16Q: 3 clusters Score -4259283 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -4259279.500000 Penalty: 1025.986694
	Iteration 17Q: 3 clusters Score -4259280 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -4259281.000000 Penalty: 1025.986694
	Iteration 18Q: 3 clusters Score -4259281 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -4259295.500000 Penalty: 1025.986694
	Iteration 19Q: 3 clusters Score -4259296 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -4259302.500000 Penalty: 1025.986694
	Iteration 20F: 3 clusters Score -4259302 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -4259296.500000 Penalty: 1025.986694
	Iteration 21Q: 3 clusters Score -4259296 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -4259315.500000 Penalty: 1025.986694
	Iteration 22Q: 3 clusters Score -4259316 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -4259316.500000 Penalty: 1025.986694
	Iteration 23Q: 3 clusters Score -4259316 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -4259369.000000 Penalty: 1025.986694
	Iteration 24Q: 3 clusters Score -4259369 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -4259387.500000 Penalty: 1025.986694
	Iteration 25Q: 3 clusters Score -4259388 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -4259408.500000 Penalty: 1025.986694
	Iteration 26Q: 3 clusters Score -4259408 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -4259430.000000 Penalty: 1025.986694
	Iteration 27Q: 3 clusters Score -4259430 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -4259437.500000 Penalty: 1025.986694
	Iteration 28Q: 3 clusters Score -4259438 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -4259477.000000 Penalty: 1025.986694
	Iteration 29Q: 3 clusters Score -4259477 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -4259513.000000 Penalty: 1025.986694
	Iteration 30Q: 3 clusters Score -4259513 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -4259516.000000 Penalty: 1025.986694
	Iteration 31Q: 3 clusters Score -4259516 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -4259545.500000 Penalty: 1025.986694
	Iteration 32Q: 3 clusters Score -4259546 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -4259566.500000 Penalty: 1025.986694
	Iteration 33Q: 3 clusters Score -4259566 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -4259582.500000 Penalty: 1025.986694
	Iteration 34Q: 3 clusters Score -4259582 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -4259619.000000 Penalty: 1025.986694
	Iteration 35Q: 3 clusters Score -4259619 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -4259623.000000 Penalty: 1025.986694
	Iteration 36Q: 3 clusters Score -4259623 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -4259642.500000 Penalty: 1025.986694
	Iteration 37Q: 3 clusters Score -4259642 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -4259662.500000 Penalty: 1025.986694
	Iteration 38Q: 3 clusters Score -4259662 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -4259682.500000 Penalty: 1025.986694
	Iteration 39Q: 3 clusters Score -4259682 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -4259680.500000 Penalty: 1025.986694
	Iteration 40F: 3 clusters Score -4259680 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -4259705.000000 Penalty: 1025.986694
	Iteration 41Q: 3 clusters Score -4259705 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -4259715.500000 Penalty: 1025.986694
	Iteration 42Q: 3 clusters Score -4259716 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -4259745.500000 Penalty: 1025.986694
	Iteration 43Q: 3 clusters Score -4259746 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -4259768.500000 Penalty: 1025.986694
	Iteration 44Q: 3 clusters Score -4259768 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -4259778.000000 Penalty: 1025.986694
	Iteration 45Q: 3 clusters Score -4259778 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -4259806.000000 Penalty: 1025.986694
	Iteration 46Q: 3 clusters Score -4259806 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -4259849.500000 Penalty: 1025.986694
	Iteration 47Q: 3 clusters Score -4259850 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -4259871.500000 Penalty: 1025.986694
	Iteration 48Q: 3 clusters Score -4259872 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -4259916.500000 Penalty: 1025.986694
	Iteration 49Q: 3 clusters Score -4259916 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -4259940.000000 Penalty: 1025.986694
	Iteration 50Q: 3 clusters Score -4259940 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -4259988.500000 Penalty: 1025.986694
	Iteration 51Q: 3 clusters Score -4259988 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -4260003.500000 Penalty: 1025.986694
	Iteration 52Q: 3 clusters Score -4260004 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -4260003.000000 Penalty: 1025.986694
	Iteration 53Q: 3 clusters Score -4260003 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -4260038.500000 Penalty: 1025.986694
	Iteration 54Q: 3 clusters Score -4260038 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -4260051.500000 Penalty: 1025.986694
	Iteration 55Q: 3 clusters Score -4260052 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
Score: -4260049.500000 Penalty: 1025.986694
	Iteration 56Q: 3 clusters Score -4260050 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -4260078.000000 Penalty: 1025.986694
	Iteration 57Q: 3 clusters Score -4260078 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -4260093.500000 Penalty: 1025.986694
	Iteration 58Q: 3 clusters Score -4260094 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -4260130.500000 Penalty: 1025.986694
	Iteration 59Q: 3 clusters Score -4260130 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -4260135.000000 Penalty: 1025.986694
	Iteration 60F: 3 clusters Score -4260135 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -4260168.000000 Penalty: 1025.986694
	Iteration 61Q: 3 clusters Score -4260168 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -4260179.000000 Penalty: 1025.986694
	Iteration 62Q: 3 clusters Score -4260179 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -4260187.000000 Penalty: 1025.986694
	Iteration 63Q: 3 clusters Score -4260187 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -4260208.000000 Penalty: 1025.986694
	Iteration 64Q: 3 clusters Score -4260208 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -4260221.500000 Penalty: 1025.986694
	Iteration 65Q: 3 clusters Score -4260222 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -4260224.000000 Penalty: 1025.986694
	Iteration 66Q: 3 clusters Score -4260224 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -4260239.500000 Penalty: 1025.986694
	Iteration 67Q: 3 clusters Score -4260240 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -4260243.000000 Penalty: 1025.986694
	Iteration 68Q: 3 clusters Score -4260243 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -4260277.000000 Penalty: 1025.986694
	Iteration 69Q: 3 clusters Score -4260277 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -4260287.500000 Penalty: 1025.986694
	Iteration 70Q: 3 clusters Score -4260288 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -4260306.500000 Penalty: 1025.986694
	Iteration 71Q: 3 clusters Score -4260306 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -4260352.000000 Penalty: 1025.986694
	Iteration 72Q: 3 clusters Score -4260352 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -4260367.500000 Penalty: 1025.986694
	Iteration 73Q: 3 clusters Score -4260368 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 55264 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4260388 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -4260402.000000 Penalty: 1025.986694
	Iteration 75Q: 3 clusters Score -4260402 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
Score: -4260432.500000 Penalty: 1025.986694
	Iteration 76Q: 3 clusters Score -4260432 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4260472 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4260496 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4260502 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -4260521.000000 Penalty: 1025.986694
	Iteration 80F: 3 clusters Score -4260521 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4260546 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -4260581.000000 Penalty: 1025.986694
	Iteration 82Q: 3 clusters Score -4260581 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -4260598.000000 Penalty: 1025.986694
	Iteration 83Q: 3 clusters Score -4260598 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4260586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -4260595.500000 Penalty: 1025.986694
	Iteration 85Q: 3 clusters Score -4260596 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -4260621.500000 Penalty: 1025.986694
	Iteration 86Q: 3 clusters Score -4260622 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -4260623.500000 Penalty: 1025.986694
	Iteration 87Q: 3 clusters Score -4260624 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -4260640.000000 Penalty: 1025.986694
	Iteration 88Q: 3 clusters Score -4260640 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -4260636.500000 Penalty: 1025.986694
	Iteration 89Q: 3 clusters Score -4260636 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -4260651.500000 Penalty: 1025.986694
	Iteration 90Q: 3 clusters Score -4260652 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -4260668.500000 Penalty: 1025.986694
	Iteration 91Q: 3 clusters Score -4260668 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -4260666.500000 Penalty: 1025.986694
	Iteration 92Q: 3 clusters Score -4260666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -4260687.500000 Penalty: 1025.986694
	Iteration 93Q: 3 clusters Score -4260688 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -4260691.000000 Penalty: 1025.986694
	Iteration 94Q: 3 clusters Score -4260691 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 59301 members 
Entering Unmasked Estep 
Score: -4260718.000000 Penalty: 1025.986694
	Iteration 95Q: 3 clusters Score -4260718 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 59457 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4260730 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -4260739.000000 Penalty: 1025.986694
	Iteration 97Q: 3 clusters Score -4260739 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4260759 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4260774 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -4260802.000000 Penalty: 1025.986694
	Iteration 100F: 3 clusters Score -4260802 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -4260800.000000 Penalty: 1025.986694
	Iteration 101Q: 3 clusters Score -4260800 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -4260818.500000 Penalty: 1025.986694
	Iteration 102Q: 3 clusters Score -4260818 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -4260842.000000 Penalty: 1025.986694
	Iteration 103Q: 3 clusters Score -4260842 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4260837 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -4260834.000000 Penalty: 1025.986694
	Iteration 105Q: 3 clusters Score -4260834 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -4260848.000000 Penalty: 1025.986694
	Iteration 106Q: 3 clusters Score -4260848 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4260868 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -4260886.000000 Penalty: 1025.986694
	Iteration 108Q: 3 clusters Score -4260886 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -4260916.000000 Penalty: 1025.986694
	Iteration 109Q: 3 clusters Score -4260916 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 61922 members 
Entering Unmasked Estep 
Score: -4260931.500000 Penalty: 1025.986694
	Iteration 110Q: 3 clusters Score -4260932 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -4260949.000000 Penalty: 1025.986694
	Iteration 111Q: 3 clusters Score -4260949 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -4260959.500000 Penalty: 1025.986694
	Iteration 112Q: 3 clusters Score -4260960 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -4260976.500000 Penalty: 1025.986694
	Iteration 113Q: 3 clusters Score -4260976 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4260980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -4260981.500000 Penalty: 1025.986694
	Iteration 115Q: 3 clusters Score -4260982 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -4261003.500000 Penalty: 1025.986694
	Iteration 116Q: 3 clusters Score -4261004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -4260995.000000 Penalty: 1025.986694
	Iteration 117Q: 3 clusters Score -4260995 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -4261010.000000 Penalty: 1025.986694
	Iteration 118Q: 3 clusters Score -4261010 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -4261028.500000 Penalty: 1025.986694
	Iteration 119Q: 3 clusters Score -4261028 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -4261034.000000 Penalty: 1025.986694
	Iteration 120F: 3 clusters Score -4261034 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -4261056.000000 Penalty: 1025.986694
	Iteration 121Q: 3 clusters Score -4261056 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4261072 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4261090 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4261105 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -4261114.000000 Penalty: 1025.986694
	Iteration 125Q: 3 clusters Score -4261114 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -4261125.000000 Penalty: 1025.986694
	Iteration 126Q: 3 clusters Score -4261125 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4261148 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4261148 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -4261155.000000 Penalty: 1025.986694
	Iteration 129Q: 3 clusters Score -4261155 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4261166 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4261187 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -4261212.500000 Penalty: 1025.986694
	Iteration 132Q: 3 clusters Score -4261212 nChanged 149
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Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 65454 members 
Entering Unmasked Estep 
Score: -4261220.000000 Penalty: 1025.986694
	Iteration 133Q: 3 clusters Score -4261220 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -4261245.000000 Penalty: 1025.986694
	Iteration 134Q: 3 clusters Score -4261245 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4261251 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -4261257.000000 Penalty: 1025.986694
	Iteration 136Q: 3 clusters Score -4261257 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4261278 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -4261292.500000 Penalty: 1025.986694
	Iteration 138Q: 3 clusters Score -4261292 nChanged 148
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Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4261298 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 66448 members 
Entering Unmasked Estep 
Score: -4261307.500000 Penalty: 1025.986694
	Iteration 140F: 3 clusters Score -4261308 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4261310 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -4261325.000000 Penalty: 1025.986694
	Iteration 142Q: 3 clusters Score -4261325 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -4261336.000000 Penalty: 1025.986694
	Iteration 143Q: 3 clusters Score -4261336 nChanged 146
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Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4261362 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4261374 nChanged 120
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Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 67319 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4261388 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4261396 nChanged 115
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Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 67547 members 
Entering Unmasked Estep 
Score: -4261405.000000 Penalty: 1025.986694
	Iteration 148Q: 3 clusters Score -4261405 nChanged 124
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Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -4261412.000000 Penalty: 1025.986694
	Iteration 149Q: 3 clusters Score -4261412 nChanged 134
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Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -4261421.000000 Penalty: 1025.986694
	Iteration 150Q: 3 clusters Score -4261421 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
Score: -4261416.500000 Penalty: 1025.986694
	Iteration 151Q: 3 clusters Score -4261416 nChanged 111
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Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 68033 members 
Entering Unmasked Estep 
Score: -4261422.000000 Penalty: 1025.986694
	Iteration 152Q: 3 clusters Score -4261422 nChanged 115
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Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 68148 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4261424 nChanged 112
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Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4261432 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4261424 nChanged 112
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Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 68471 members 
Entering Unmasked Estep 
Score: -4261433.000000 Penalty: 1025.986694
	Iteration 156Q: 3 clusters Score -4261433 nChanged 119
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Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 68590 members 
Entering Unmasked Estep 
Score: -4261440.000000 Penalty: 1025.986694
	Iteration 157Q: 3 clusters Score -4261440 nChanged 130
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Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4261464 nChanged 116
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Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4261482 nChanged 115
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Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -4261495.000000 Penalty: 1025.986694
	Iteration 160F: 3 clusters Score -4261495 nChanged 138
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Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -4261501.000000 Penalty: 1025.986694
	Iteration 161Q: 3 clusters Score -4261501 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -4261519.500000 Penalty: 1025.986694
	Iteration 162Q: 3 clusters Score -4261520 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -4261519.000000 Penalty: 1025.986694
	Iteration 163Q: 3 clusters Score -4261519 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -4261526.000000 Penalty: 1025.986694
	Iteration 164Q: 3 clusters Score -4261526 nChanged 101
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Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4261520 nChanged 97
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Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 69628 members 
Entering Unmasked Estep 
Score: -4261526.500000 Penalty: 1025.986694
	Iteration 166Q: 3 clusters Score -4261526 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4261537 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4261534 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 69923 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4261546 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4261555 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4261572 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 70241 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4261580 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4261574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 70466 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4261576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4261590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4261595 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 70776 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4261600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 70863 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4261616 nChanged 75
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Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4261625 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 70999 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4261630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4261626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -4261631.000000 Penalty: 1025.986694
	Iteration 182Q: 3 clusters Score -4261631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4261631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4261636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4261640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4261640 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4261637 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 71441 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4261646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4261647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4261648 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 71610 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4261650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4261650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4261648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4261659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4261648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 71864 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4261656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4261666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4261660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4261661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 71979 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4261664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4261664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4261661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 72045 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4261658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4261658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 72071 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4261663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4261664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4261666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4261668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4261664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4261662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4261664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4261664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4261660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4261654 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -4261652.000000 Penalty: 1025.986694
	Iteration 215Q: 3 clusters Score -4261652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4261653 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6567 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4261654 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6555 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4261655 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6542 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4261654 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6527 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4261658 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6508 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4261661 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4261663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4261666 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6453 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4261665 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6436 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4261662 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6419 members 
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	Iteration 226Q: 3 clusters Score -4261666 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4261668 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6374 members 
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	Iteration 228Q: 3 clusters Score -4261674 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6348 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4261668 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6326 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4261668 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6305 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4261666 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6276 members 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4261670 nChanged 28
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Mstep: Class 1 contains 6248 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4261672 nChanged 32
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Mstep: Class 1 contains 6216 members 
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	Iteration 234Q: 3 clusters Score -4261668 nChanged 43
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Mstep: Class 1 contains 6173 members 
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	Iteration 235Q: 3 clusters Score -4261666 nChanged 48
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Mstep: Class 1 contains 6125 members 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -4261666 nChanged 56
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	Iteration 237Q: 3 clusters Score -4261664 nChanged 54
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Mstep: Class 1 contains 6015 members 
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	Iteration 238Q: 3 clusters Score -4261668 nChanged 55
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Mstep: Class 1 contains 5960 members 
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	Iteration 239Q: 3 clusters Score -4261686 nChanged 58
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -4261690 nChanged 56
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	Iteration 241Q: 3 clusters Score -4261699 nChanged 54
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Mstep: Class 1 contains 5794 members 
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	Iteration 242Q: 3 clusters Score -4261700 nChanged 56
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Mstep: Class 1 contains 5742 members 
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	Iteration 243Q: 3 clusters Score -4261696 nChanged 52
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Mstep: Class 2 contains 73103 members 
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	Iteration 244Q: 3 clusters Score -4261706 nChanged 36
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Mstep: Class 2 contains 73139 members 
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	Iteration 245Q: 3 clusters Score -4261712 nChanged 34
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -4261718 nChanged 34
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	Iteration 247Q: 3 clusters Score -4261725 nChanged 36
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	Iteration 248Q: 3 clusters Score -4261726 nChanged 42
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -4261724 nChanged 38
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Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 73321 members 
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	Iteration 250Q: 3 clusters Score -4261724 nChanged 31
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -4261720 nChanged 24
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -4261719 nChanged 25
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Mstep: Class 1 contains 5394 members 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -4261714 nChanged 23
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Mstep: Class 1 contains 5371 members 
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -4261713 nChanged 16
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Mstep: Class 1 contains 5355 members 
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -4261708 nChanged 19
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Mstep: Class 1 contains 5336 members 
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	Iteration 256Q: 3 clusters Score -4261708 nChanged 19
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -4261709 nChanged 22
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Mstep: Class 1 contains 5297 members 
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -4261708 nChanged 16
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Mstep: Class 2 contains 73512 members 
Entering Unmasked Estep 
Score: -4261711.000000 Penalty: 1025.986694
	Iteration 259Q: 3 clusters Score -4261711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -4261706.000000 Penalty: 1025.986694
	Iteration 260F: 3 clusters Score -4261706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -4261710.000000 Penalty: 1025.986694
	Iteration 261Q: 3 clusters Score -4261710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -4261708.000000 Penalty: 1025.986694
	Iteration 262Q: 3 clusters Score -4261708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -4261707.000000 Penalty: 1025.986694
	Iteration 263Q: 3 clusters Score -4261707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -4261702.000000 Penalty: 1025.986694
	Iteration 264Q: 3 clusters Score -4261702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -4261705.000000 Penalty: 1025.986694
	Iteration 265Q: 3 clusters Score -4261705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 73653 members 
Entering Unmasked Estep 
Score: -4261708.500000 Penalty: 1025.986694
	Iteration 266Q: 3 clusters Score -4261708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -4261705.500000 Penalty: 1025.986694
	Iteration 267Q: 3 clusters Score -4261706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -4261711.000000 Penalty: 1025.986694
	Iteration 268Q: 3 clusters Score -4261711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -4261710.000000 Penalty: 1025.986694
	Iteration 269Q: 3 clusters Score -4261710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -4261709.500000 Penalty: 1025.986694
	Iteration 270Q: 3 clusters Score -4261710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 73686 members 
Entering Unmasked Estep 
Score: -4261709.000000 Penalty: 1025.986694
	Iteration 271Q: 3 clusters Score -4261709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 73687 members 
Entering Unmasked Estep 
Score: -4261708.500000 Penalty: 1025.986694
	Iteration 272Q: 3 clusters Score -4261708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -4261709.000000 Penalty: 1025.986694
	Iteration 273Q: 3 clusters Score -4261709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -4261709.000000 Penalty: 1025.986694
	Iteration 274F: 3 clusters Score -4261709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Entering Unmasked Estep 
Score: -631269.125000 Penalty: 427.407837
	Iteration 0F: 2 clusters Score -631269.1 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 6047 members 
Entering Unmasked Estep 
Score: -623334.812500 Penalty: 854.815674
	Iteration 0F: 3 clusters Score -623334.8 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -626586.937500 Penalty: 854.815674
	Iteration 1F: 3 clusters Score -626586.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -626980.937500 Penalty: 854.815674
	Iteration 2F: 3 clusters Score -626980.9 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -627616.562500 Penalty: 854.815674
	Iteration 3F: 3 clusters Score -627616.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -628483.500000 Penalty: 854.815674
	Iteration 4F: 3 clusters Score -628483.5 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -629390.187500 Penalty: 854.815674
	Iteration 5F: 3 clusters Score -629390.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -630055.250000 Penalty: 854.815674
	Iteration 6F: 3 clusters Score -630055.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -630335.812500 Penalty: 854.815674
	Iteration 7Q: 3 clusters Score -630335.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -630450.750000 Penalty: 854.815674
	Iteration 8Q: 3 clusters Score -630450.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -630524.500000 Penalty: 854.815674
	Iteration 9Q: 3 clusters Score -630524.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -630577.687500 Penalty: 854.815674
	Iteration 10Q: 3 clusters Score -630577.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -630617.562500 Penalty: 854.815674
	Iteration 11Q: 3 clusters Score -630617.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -630658.500000 Penalty: 854.815674
	Iteration 12Q: 3 clusters Score -630658.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -630704.187500 Penalty: 854.815674
	Iteration 13Q: 3 clusters Score -630704.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -630749.625000 Penalty: 854.815674
	Iteration 14Q: 3 clusters Score -630749.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -630795.687500 Penalty: 854.815674
	Iteration 15Q: 3 clusters Score -630795.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -630846.437500 Penalty: 854.815674
	Iteration 16Q: 3 clusters Score -630846.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -630901.312500 Penalty: 854.815674
	Iteration 17Q: 3 clusters Score -630901.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -630964.000000 Penalty: 854.815674
	Iteration 18Q: 3 clusters Score -630964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -631020.937500 Penalty: 854.815674
	Iteration 19Q: 3 clusters Score -631020.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -631076.250000 Penalty: 854.815674
	Iteration 20F: 3 clusters Score -631076.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -631115.187500 Penalty: 854.815674
	Iteration 21Q: 3 clusters Score -631115.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -631146.812500 Penalty: 854.815674
	Iteration 22Q: 3 clusters Score -631146.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -631171.000000 Penalty: 854.815674
	Iteration 23Q: 3 clusters Score -631171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -631185.187500 Penalty: 854.815674
	Iteration 24Q: 3 clusters Score -631185.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -631194.937500 Penalty: 854.815674
	Iteration 25Q: 3 clusters Score -631194.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -631206.062500 Penalty: 854.815674
	Iteration 26Q: 3 clusters Score -631206.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -631212.812500 Penalty: 854.815674
	Iteration 27Q: 3 clusters Score -631212.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -631218.875000 Penalty: 854.815674
	Iteration 28Q: 3 clusters Score -631218.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -631225.562500 Penalty: 854.815674
	Iteration 29Q: 3 clusters Score -631225.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -631230.375000 Penalty: 854.815674
	Iteration 30Q: 3 clusters Score -631230.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -631233.000000 Penalty: 854.815674
	Iteration 31Q: 3 clusters Score -631233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -631235.187500 Penalty: 854.815674
	Iteration 32Q: 3 clusters Score -631235.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -631235.687500 Penalty: 854.815674
	Iteration 33Q: 3 clusters Score -631235.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -631236.562500 Penalty: 854.815674
	Iteration 34Q: 3 clusters Score -631236.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -631236.562500 Penalty: 854.815674
	Iteration 35Q: 3 clusters Score -631236.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -631236.437500 Penalty: 854.815674
	Iteration 36Q: 3 clusters Score -631236.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -631238.250000 Penalty: 854.815674
	Iteration 37Q: 3 clusters Score -631238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -631237.812500 Penalty: 854.815674
	Iteration 38Q: 3 clusters Score -631237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -631238.562500 Penalty: 854.815674
	Iteration 39Q: 3 clusters Score -631238.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -631238.437500 Penalty: 854.815674
	Iteration 40F: 3 clusters Score -631238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -631239.250000 Penalty: 854.815674
	Iteration 41Q: 3 clusters Score -631239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -631239.312500 Penalty: 854.815674
	Iteration 42Q: 3 clusters Score -631239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -631237.625000 Penalty: 854.815674
	Iteration 43Q: 3 clusters Score -631237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -631238.562500 Penalty: 854.815674
	Iteration 44Q: 3 clusters Score -631238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -631238.562500 Penalty: 854.815674
	Iteration 45F: 3 clusters Score -631238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (91656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91656 members 
Entering Unmasked Estep 
Score: -4829474.000000 Penalty: 519.873779
	Iteration 0F: 2 clusters Score -4829474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -4768489.500000 Penalty: 1039.747559
	Iteration 0F: 3 clusters Score -4768490 nChanged 44571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -4797014.500000 Penalty: 1039.747559
	Iteration 1F: 3 clusters Score -4797014 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -4800004.000000 Penalty: 1039.747559
	Iteration 2F: 3 clusters Score -4800004 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -4803947.500000 Penalty: 1039.747559
	Iteration 3F: 3 clusters Score -4803948 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -4808647.000000 Penalty: 1039.747559
	Iteration 4F: 3 clusters Score -4808647 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 49730 members 
Entering Unmasked Estep 
Score: -4812516.500000 Penalty: 1039.747559
	Iteration 5F: 3 clusters Score -4812516 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -4814088.500000 Penalty: 1039.747559
	Iteration 6Q: 3 clusters Score -4814088 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -4814573.500000 Penalty: 1039.747559
	Iteration 7Q: 3 clusters Score -4814574 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -4814768.000000 Penalty: 1039.747559
	Iteration 8Q: 3 clusters Score -4814768 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -4814913.500000 Penalty: 1039.747559
	Iteration 9Q: 3 clusters Score -4814914 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -4815054.000000 Penalty: 1039.747559
	Iteration 10Q: 3 clusters Score -4815054 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -4815224.000000 Penalty: 1039.747559
	Iteration 11Q: 3 clusters Score -4815224 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -4815406.000000 Penalty: 1039.747559
	Iteration 12Q: 3 clusters Score -4815406 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -4815572.500000 Penalty: 1039.747559
	Iteration 13Q: 3 clusters Score -4815572 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -4815760.000000 Penalty: 1039.747559
	Iteration 14Q: 3 clusters Score -4815760 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -4815935.500000 Penalty: 1039.747559
	Iteration 15Q: 3 clusters Score -4815936 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -4816102.000000 Penalty: 1039.747559
	Iteration 16Q: 3 clusters Score -4816102 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -4816285.000000 Penalty: 1039.747559
	Iteration 17Q: 3 clusters Score -4816285 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -4816477.000000 Penalty: 1039.747559
	Iteration 18Q: 3 clusters Score -4816477 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -4816666.500000 Penalty: 1039.747559
	Iteration 19Q: 3 clusters Score -4816666 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -4816888.000000 Penalty: 1039.747559
	Iteration 20F: 3 clusters Score -4816888 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -4817125.500000 Penalty: 1039.747559
	Iteration 21Q: 3 clusters Score -4817126 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -4817424.500000 Penalty: 1039.747559
	Iteration 22Q: 3 clusters Score -4817424 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -4817728.000000 Penalty: 1039.747559
	Iteration 23Q: 3 clusters Score -4817728 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 64420 members 
Entering Unmasked Estep 
Score: -4818037.000000 Penalty: 1039.747559
	Iteration 24Q: 3 clusters Score -4818037 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -4818359.500000 Penalty: 1039.747559
	Iteration 25Q: 3 clusters Score -4818360 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 67028 members 
Entering Unmasked Estep 
Score: -4818696.500000 Penalty: 1039.747559
	Iteration 26Q: 3 clusters Score -4818696 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -4819070.000000 Penalty: 1039.747559
	Iteration 27Q: 3 clusters Score -4819070 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -4819445.000000 Penalty: 1039.747559
	Iteration 28Q: 3 clusters Score -4819445 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -4819861.500000 Penalty: 1039.747559
	Iteration 29Q: 3 clusters Score -4819862 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -4820288.500000 Penalty: 1039.747559
	Iteration 30Q: 3 clusters Score -4820288 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -4820721.000000 Penalty: 1039.747559
	Iteration 31Q: 3 clusters Score -4820721 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -4821193.000000 Penalty: 1039.747559
	Iteration 32Q: 3 clusters Score -4821193 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -4821687.000000 Penalty: 1039.747559
	Iteration 33Q: 3 clusters Score -4821687 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -4822171.500000 Penalty: 1039.747559
	Iteration 34Q: 3 clusters Score -4822172 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -4822686.500000 Penalty: 1039.747559
	Iteration 35Q: 3 clusters Score -4822686 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -4823280.000000 Penalty: 1039.747559
	Iteration 36Q: 3 clusters Score -4823280 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -4823844.500000 Penalty: 1039.747559
	Iteration 37Q: 3 clusters Score -4823844 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -4824421.500000 Penalty: 1039.747559
	Iteration 38Q: 3 clusters Score -4824422 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -4825024.500000 Penalty: 1039.747559
	Iteration 39Q: 3 clusters Score -4825024 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 86162 members 
Entering Unmasked Estep 
Score: -4825673.500000 Penalty: 1039.747559
	Iteration 40F: 3 clusters Score -4825674 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -4826227.000000 Penalty: 1039.747559
	Iteration 41Q: 3 clusters Score -4826227 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -4826838.500000 Penalty: 1039.747559
	Iteration 42Q: 3 clusters Score -4826838 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -4827384.000000 Penalty: 1039.747559
	Iteration 43Q: 3 clusters Score -4827384 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -4827819.000000 Penalty: 1039.747559
	Iteration 44Q: 3 clusters Score -4827819 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -4828177.000000 Penalty: 1039.747559
	Iteration 45Q: 3 clusters Score -4828177 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -4828445.500000 Penalty: 1039.747559
	Iteration 46Q: 3 clusters Score -4828446 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -4828640.500000 Penalty: 1039.747559
	Iteration 47Q: 3 clusters Score -4828640 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -4828775.000000 Penalty: 1039.747559
	Iteration 48Q: 3 clusters Score -4828775 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 91306 members 
Entering Unmasked Estep 
Score: -4828872.000000 Penalty: 1039.747559
	Iteration 49Q: 3 clusters Score -4828872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 91388 members 
Entering Unmasked Estep 
Score: -4828922.000000 Penalty: 1039.747559
	Iteration 50Q: 3 clusters Score -4828922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
Score: -4828948.500000 Penalty: 1039.747559
	Iteration 51Q: 3 clusters Score -4828948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -4828971.000000 Penalty: 1039.747559
	Iteration 52Q: 3 clusters Score -4828971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -4828989.500000 Penalty: 1039.747559
	Iteration 53Q: 3 clusters Score -4828990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -4829002.000000 Penalty: 1039.747559
	Iteration 54Q: 3 clusters Score -4829002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -4829005.500000 Penalty: 1039.747559
	Iteration 55Q: 3 clusters Score -4829006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -4829014.500000 Penalty: 1039.747559
	Iteration 56Q: 3 clusters Score -4829014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -4829019.500000 Penalty: 1039.747559
	Iteration 57Q: 3 clusters Score -4829020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 91517 members 
Entering Unmasked Estep 
Score: -4829034.500000 Penalty: 1039.747559
	Iteration 58Q: 3 clusters Score -4829034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -4829047.500000 Penalty: 1039.747559
	Iteration 59Q: 3 clusters Score -4829048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 91528 members 
Entering Unmasked Estep 
Score: -4829050.000000 Penalty: 1039.747559
	Iteration 60F: 3 clusters Score -4829050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -4829052.000000 Penalty: 1039.747559
	Iteration 61Q: 3 clusters Score -4829052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 91530 members 
Entering Unmasked Estep 
Score: -4829052.000000 Penalty: 1039.747559
	Iteration 62F: 3 clusters Score -4829052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Entering Unmasked Estep 
Score: -125236.218750 Penalty: 353.870514
	Iteration 0F: 2 clusters Score -125236.2 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 1152 members 
Entering Unmasked Estep 
Score: -123549.265625 Penalty: 707.741028
	Iteration 0F: 3 clusters Score -123549.3 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -124134.046875 Penalty: 707.741028
	Iteration 1F: 3 clusters Score -124134 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -124241.882812 Penalty: 707.741028
	Iteration 2F: 3 clusters Score -124241.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -124342.976562 Penalty: 707.741028
	Iteration 3F: 3 clusters Score -124343 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -124460.054688 Penalty: 707.741028
	Iteration 4F: 3 clusters Score -124460.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -124584.429688 Penalty: 707.741028
	Iteration 5F: 3 clusters Score -124584.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124680.304688 Penalty: 707.741028
	Iteration 6F: 3 clusters Score -124680.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -124750.468750 Penalty: 707.741028
	Iteration 7Q: 3 clusters Score -124750.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -124805.375000 Penalty: 707.741028
	Iteration 8Q: 3 clusters Score -124805.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -124844.789062 Penalty: 707.741028
	Iteration 9Q: 3 clusters Score -124844.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -124882.046875 Penalty: 707.741028
	Iteration 10Q: 3 clusters Score -124882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -124897.101562 Penalty: 707.741028
	Iteration 11Q: 3 clusters Score -124897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -124903.921875 Penalty: 707.741028
	Iteration 12Q: 3 clusters Score -124903.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -124913.992188 Penalty: 707.741028
	Iteration 13Q: 3 clusters Score -124914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -124919.289062 Penalty: 707.741028
	Iteration 14Q: 3 clusters Score -124919.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -124923.804688 Penalty: 707.741028
	Iteration 15Q: 3 clusters Score -124923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -124930.531250 Penalty: 707.741028
	Iteration 16Q: 3 clusters Score -124930.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -124933.632812 Penalty: 707.741028
	Iteration 17Q: 3 clusters Score -124933.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -124933.632812 Penalty: 707.741028
	Iteration 18F: 3 clusters Score -124933.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Entering Unmasked Estep 
Score: -573538.187500 Penalty: 422.127686
	Iteration 0F: 2 clusters Score -573538.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -566370.937500 Penalty: 844.255371
	Iteration 0F: 3 clusters Score -566370.9 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -569306.500000 Penalty: 844.255371
	Iteration 1F: 3 clusters Score -569306.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -569659.937500 Penalty: 844.255371
	Iteration 2F: 3 clusters Score -569659.9 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -570192.250000 Penalty: 844.255371
	Iteration 3F: 3 clusters Score -570192.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -570998.687500 Penalty: 844.255371
	Iteration 4F: 3 clusters Score -570998.7 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -571992.937500 Penalty: 844.255371
	Iteration 5F: 3 clusters Score -571992.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -572704.437500 Penalty: 844.255371
	Iteration 6F: 3 clusters Score -572704.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -573002.562500 Penalty: 844.255371
	Iteration 7Q: 3 clusters Score -573002.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -573112.687500 Penalty: 844.255371
	Iteration 8Q: 3 clusters Score -573112.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -573154.125000 Penalty: 844.255371
	Iteration 9Q: 3 clusters Score -573154.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -573166.437500 Penalty: 844.255371
	Iteration 10Q: 3 clusters Score -573166.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -573172.625000 Penalty: 844.255371
	Iteration 11Q: 3 clusters Score -573172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -573173.437500 Penalty: 844.255371
	Iteration 12Q: 3 clusters Score -573173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -573173.437500 Penalty: 844.255371
	Iteration 13F: 3 clusters Score -573173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (92205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92205 members 
Entering Unmasked Estep 
Score: -4910052.500000 Penalty: 520.145508
	Iteration 0F: 2 clusters Score -4910052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -4848544.500000 Penalty: 1040.291016
	Iteration 0F: 3 clusters Score -4848544 nChanged 44898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -4875781.500000 Penalty: 1040.291016
	Iteration 1F: 3 clusters Score -4875782 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -4877162.000000 Penalty: 1040.291016
	Iteration 2Q: 3 clusters Score -4877162 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -4879328.500000 Penalty: 1040.291016
	Iteration 3Q: 3 clusters Score -4879328 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -4882985.000000 Penalty: 1040.291016
	Iteration 4F: 3 clusters Score -4882985 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -4888494.000000 Penalty: 1040.291016
	Iteration 5F: 3 clusters Score -4888494 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4894369.000000 Penalty: 1040.291016
	Iteration 6F: 3 clusters Score -4894369 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4897815.000000 Penalty: 1040.291016
	Iteration 7F: 3 clusters Score -4897815 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -4899273.000000 Penalty: 1040.291016
	Iteration 8Q: 3 clusters Score -4899273 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4899999.500000 Penalty: 1040.291016
	Iteration 9Q: 3 clusters Score -4900000 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4900754.000000 Penalty: 1040.291016
	Iteration 10Q: 3 clusters Score -4900754 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -4901538.000000 Penalty: 1040.291016
	Iteration 11Q: 3 clusters Score -4901538 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -4902302.000000 Penalty: 1040.291016
	Iteration 12Q: 3 clusters Score -4902302 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -4903004.000000 Penalty: 1040.291016
	Iteration 13Q: 3 clusters Score -4903004 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -4903638.500000 Penalty: 1040.291016
	Iteration 14Q: 3 clusters Score -4903638 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61966 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4904168.500000 Penalty: 1040.291016
	Iteration 15Q: 3 clusters Score -4904168 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4904635.500000 Penalty: 1040.291016
	Iteration 16Q: 3 clusters Score -4904636 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -4904993.000000 Penalty: 1040.291016
	Iteration 17Q: 3 clusters Score -4904993 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4905325.500000 Penalty: 1040.291016
	Iteration 18Q: 3 clusters Score -4905326 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -4905608.000000 Penalty: 1040.291016
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -4905839.500000 Penalty: 1040.291016
	Iteration 20F: 3 clusters Score -4905840 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -4905991.500000 Penalty: 1040.291016
	Iteration 21Q: 3 clusters Score -4905992 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4906119 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4906227 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4906317.500000 Penalty: 1040.291016
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4906381 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -4906521.500000 Penalty: 1040.291016
	Iteration 27Q: 3 clusters Score -4906522 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4906604.500000 Penalty: 1040.291016
	Iteration 28Q: 3 clusters Score -4906604 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4906693 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4906742 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4906814 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68644 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4906840 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4906872 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4906931.500000 Penalty: 1040.291016
	Iteration 34Q: 3 clusters Score -4906932 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4906962 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4906987 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4907022 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4907062 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4907072 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4907133 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4907164 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4907206 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73639 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73925 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74524 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4907773 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77940 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 79552 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4908128 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80118 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4908146 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4908188 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4908234 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81016 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 81303 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 81588 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4908368 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82158 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4908569 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83429 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 83651 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 83852 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4908648 nChanged 199
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Mstep: Class 1 contains 84051 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 84256 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 84489 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4908808 nChanged 215
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Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 85365 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 85578 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 85798 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 86004 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 86807 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 86947 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4909149 nChanged 140
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Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4909154 nChanged 146
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Mstep: Class 1 contains 87382 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4909176 nChanged 147
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Mstep: Class 1 contains 87527 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 87916 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 88039 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 88160 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 88289 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 88396 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4909288 nChanged 101
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Mstep: Class 1 contains 88497 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4909294 nChanged 96
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Mstep: Class 1 contains 88591 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4909319.500000 Penalty: 1040.291016
	Iteration 113Q: 3 clusters Score -4909320 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -4909339.000000 Penalty: 1040.291016
	Iteration 114Q: 3 clusters Score -4909339 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4909350.500000 Penalty: 1040.291016
	Iteration 115Q: 3 clusters Score -4909350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4909367.000000 Penalty: 1040.291016
	Iteration 116Q: 3 clusters Score -4909367 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4909394.000000 Penalty: 1040.291016
	Iteration 117Q: 3 clusters Score -4909394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4909400.500000 Penalty: 1040.291016
	Iteration 118Q: 3 clusters Score -4909400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4909402.500000 Penalty: 1040.291016
	Iteration 119Q: 3 clusters Score -4909402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4909410.000000 Penalty: 1040.291016
	Iteration 120F: 3 clusters Score -4909410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4909422.000000 Penalty: 1040.291016
	Iteration 121Q: 3 clusters Score -4909422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4909418.500000 Penalty: 1040.291016
	Iteration 122Q: 3 clusters Score -4909418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4909424.000000 Penalty: 1040.291016
	Iteration 123Q: 3 clusters Score -4909424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4909425.000000 Penalty: 1040.291016
	Iteration 124Q: 3 clusters Score -4909425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4909425.000000 Penalty: 1040.291016
	Iteration 125Q: 3 clusters Score -4909425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4909428.500000 Penalty: 1040.291016
	Iteration 126Q: 3 clusters Score -4909428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4909432.500000 Penalty: 1040.291016
	Iteration 127Q: 3 clusters Score -4909432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4909439.500000 Penalty: 1040.291016
	Iteration 128Q: 3 clusters Score -4909440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89723 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4909449.500000 Penalty: 1040.291016
	Iteration 129Q: 3 clusters Score -4909450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89763 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4909445.000000 Penalty: 1040.291016
	Iteration 130Q: 3 clusters Score -4909445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4909449.500000 Penalty: 1040.291016
	Iteration 131Q: 3 clusters Score -4909450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4909452.500000 Penalty: 1040.291016
	Iteration 132Q: 3 clusters Score -4909452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89843 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4909448.000000 Penalty: 1040.291016
	Iteration 133Q: 3 clusters Score -4909448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89860 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4909455.000000 Penalty: 1040.291016
	Iteration 134Q: 3 clusters Score -4909455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4909451.000000 Penalty: 1040.291016
	Iteration 135Q: 3 clusters Score -4909451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4909459.500000 Penalty: 1040.291016
	Iteration 136Q: 3 clusters Score -4909460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4909455.000000 Penalty: 1040.291016
	Iteration 137Q: 3 clusters Score -4909455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4909456.000000 Penalty: 1040.291016
	Iteration 138Q: 3 clusters Score -4909456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4909458.500000 Penalty: 1040.291016
	Iteration 139Q: 3 clusters Score -4909458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4909455.000000 Penalty: 1040.291016
	Iteration 140F: 3 clusters Score -4909455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4909458.000000 Penalty: 1040.291016
	Iteration 141Q: 3 clusters Score -4909458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4909460.000000 Penalty: 1040.291016
	Iteration 142Q: 3 clusters Score -4909460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89974 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4909460.000000 Penalty: 1040.291016
	Iteration 143Q: 3 clusters Score -4909460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4909464.000000 Penalty: 1040.291016
	Iteration 144Q: 3 clusters Score -4909464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4909464.500000 Penalty: 1040.291016
	Iteration 145Q: 3 clusters Score -4909464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4909467.000000 Penalty: 1040.291016
	Iteration 146Q: 3 clusters Score -4909467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4909465.000000 Penalty: 1040.291016
	Iteration 147Q: 3 clusters Score -4909465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4909467.000000 Penalty: 1040.291016
	Iteration 148Q: 3 clusters Score -4909467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4909467.500000 Penalty: 1040.291016
	Iteration 149Q: 3 clusters Score -4909468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4909469.000000 Penalty: 1040.291016
	Iteration 150Q: 3 clusters Score -4909469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4909475.000000 Penalty: 1040.291016
	Iteration 151Q: 3 clusters Score -4909475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4909479.000000 Penalty: 1040.291016
	Iteration 152Q: 3 clusters Score -4909479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90054 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4909475.500000 Penalty: 1040.291016
	Iteration 153Q: 3 clusters Score -4909476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90066 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4909476.500000 Penalty: 1040.291016
	Iteration 154Q: 3 clusters Score -4909476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4909481.500000 Penalty: 1040.291016
	Iteration 155Q: 3 clusters Score -4909482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4909487.500000 Penalty: 1040.291016
	Iteration 156Q: 3 clusters Score -4909488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4909484.500000 Penalty: 1040.291016
	Iteration 157Q: 3 clusters Score -4909484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4909484.500000 Penalty: 1040.291016
	Iteration 158Q: 3 clusters Score -4909484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4909492.000000 Penalty: 1040.291016
	Iteration 159Q: 3 clusters Score -4909492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4909495.000000 Penalty: 1040.291016
	Iteration 160F: 3 clusters Score -4909495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4909495.000000 Penalty: 1040.291016
	Iteration 161Q: 3 clusters Score -4909495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90149 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4909491.000000 Penalty: 1040.291016
	Iteration 162Q: 3 clusters Score -4909491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4909493.000000 Penalty: 1040.291016
	Iteration 163Q: 3 clusters Score -4909493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90175 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4909491.500000 Penalty: 1040.291016
	Iteration 164Q: 3 clusters Score -4909492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4909491.000000 Penalty: 1040.291016
	Iteration 165Q: 3 clusters Score -4909491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4909501.500000 Penalty: 1040.291016
	Iteration 166Q: 3 clusters Score -4909502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4909500.000000 Penalty: 1040.291016
	Iteration 167Q: 3 clusters Score -4909500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90231 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4909503.500000 Penalty: 1040.291016
	Iteration 168Q: 3 clusters Score -4909504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4909508.000000 Penalty: 1040.291016
	Iteration 169Q: 3 clusters Score -4909508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90256 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4909508.500000 Penalty: 1040.291016
	Iteration 170Q: 3 clusters Score -4909508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90266 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4909512.500000 Penalty: 1040.291016
	Iteration 171Q: 3 clusters Score -4909512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4909514.000000 Penalty: 1040.291016
	Iteration 172Q: 3 clusters Score -4909514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4909513.500000 Penalty: 1040.291016
	Iteration 173Q: 3 clusters Score -4909514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90301 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4909516.000000 Penalty: 1040.291016
	Iteration 174Q: 3 clusters Score -4909516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4909516.000000 Penalty: 1040.291016
	Iteration 175Q: 3 clusters Score -4909516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4909515.500000 Penalty: 1040.291016
	Iteration 176Q: 3 clusters Score -4909516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90342 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4909520.500000 Penalty: 1040.291016
	Iteration 177Q: 3 clusters Score -4909520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4909523.500000 Penalty: 1040.291016
	Iteration 178Q: 3 clusters Score -4909524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90375 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4909523.500000 Penalty: 1040.291016
	Iteration 179Q: 3 clusters Score -4909524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90387 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4909527.500000 Penalty: 1040.291016
	Iteration 180F: 3 clusters Score -4909528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4909528.500000 Penalty: 1040.291016
	Iteration 181Q: 3 clusters Score -4909528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90413 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4909532.000000 Penalty: 1040.291016
	Iteration 182Q: 3 clusters Score -4909532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90424 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4909536.500000 Penalty: 1040.291016
	Iteration 183Q: 3 clusters Score -4909536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90435 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4909538.000000 Penalty: 1040.291016
	Iteration 184Q: 3 clusters Score -4909538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4909539.500000 Penalty: 1040.291016
	Iteration 185Q: 3 clusters Score -4909540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4909538.000000 Penalty: 1040.291016
	Iteration 186Q: 3 clusters Score -4909538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4909542.000000 Penalty: 1040.291016
	Iteration 187Q: 3 clusters Score -4909542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4909544.000000 Penalty: 1040.291016
	Iteration 188Q: 3 clusters Score -4909544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4909544.500000 Penalty: 1040.291016
	Iteration 189Q: 3 clusters Score -4909544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4909549.500000 Penalty: 1040.291016
	Iteration 190Q: 3 clusters Score -4909550 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90504 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4909548.000000 Penalty: 1040.291016
	Iteration 191Q: 3 clusters Score -4909548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4909553.500000 Penalty: 1040.291016
	Iteration 192Q: 3 clusters Score -4909554 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4909554 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90544 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4909555.500000 Penalty: 1040.291016
	Iteration 194Q: 3 clusters Score -4909556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4909557.000000 Penalty: 1040.291016
	Iteration 195Q: 3 clusters Score -4909557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90578 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4909555.500000 Penalty: 1040.291016
	Iteration 196Q: 3 clusters Score -4909556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4909563.500000 Penalty: 1040.291016
	Iteration 197Q: 3 clusters Score -4909564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90610 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4909560.000000 Penalty: 1040.291016
	Iteration 198Q: 3 clusters Score -4909560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4909566.000000 Penalty: 1040.291016
	Iteration 199Q: 3 clusters Score -4909566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90647 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4909565.500000 Penalty: 1040.291016
	Iteration 200F: 3 clusters Score -4909566 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4909560.500000 Penalty: 1040.291016
	Iteration 201Q: 3 clusters Score -4909560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4909565.000000 Penalty: 1040.291016
	Iteration 202Q: 3 clusters Score -4909565 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4909572.000000 Penalty: 1040.291016
	Iteration 203Q: 3 clusters Score -4909572 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90685 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4909569.500000 Penalty: 1040.291016
	Iteration 204Q: 3 clusters Score -4909570 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4909572.500000 Penalty: 1040.291016
	Iteration 205Q: 3 clusters Score -4909572 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90695 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4909571.500000 Penalty: 1040.291016
	Iteration 206Q: 3 clusters Score -4909572 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90699 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4909573.500000 Penalty: 1040.291016
	Iteration 207Q: 3 clusters Score -4909574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4909568.000000 Penalty: 1040.291016
	Iteration 208Q: 3 clusters Score -4909568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4909568.000000 Penalty: 1040.291016
	Iteration 209Q: 3 clusters Score -4909568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4909570.000000 Penalty: 1040.291016
	Iteration 210Q: 3 clusters Score -4909570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90706 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4909568.000000 Penalty: 1040.291016
	Iteration 211Q: 3 clusters Score -4909568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4909567.000000 Penalty: 1040.291016
	Iteration 212Q: 3 clusters Score -4909567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90711 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4909565.000000 Penalty: 1040.291016
	Iteration 213Q: 3 clusters Score -4909565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4909566.000000 Penalty: 1040.291016
	Iteration 214Q: 3 clusters Score -4909566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4909563.000000 Penalty: 1040.291016
	Iteration 215Q: 3 clusters Score -4909563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4909562.000000 Penalty: 1040.291016
	Iteration 216Q: 3 clusters Score -4909562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90720 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4909565.500000 Penalty: 1040.291016
	Iteration 217Q: 3 clusters Score -4909566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4909569.500000 Penalty: 1040.291016
	Iteration 218Q: 3 clusters Score -4909570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4909569.500000 Penalty: 1040.291016
	Iteration 219Q: 3 clusters Score -4909570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90733 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4909569.000000 Penalty: 1040.291016
	Iteration 220F: 3 clusters Score -4909569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90737 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4909571.500000 Penalty: 1040.291016
	Iteration 221Q: 3 clusters Score -4909572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90739 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4909572.000000 Penalty: 1040.291016
	Iteration 222Q: 3 clusters Score -4909572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4909573.000000 Penalty: 1040.291016
	Iteration 223Q: 3 clusters Score -4909573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4909572.500000 Penalty: 1040.291016
	Iteration 224Q: 3 clusters Score -4909572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90747 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4909575.000000 Penalty: 1040.291016
	Iteration 225Q: 3 clusters Score -4909575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4909576.000000 Penalty: 1040.291016
	Iteration 226Q: 3 clusters Score -4909576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4909576.000000 Penalty: 1040.291016
	Iteration 227Q: 3 clusters Score -4909576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90754 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4909577.000000 Penalty: 1040.291016
	Iteration 228Q: 3 clusters Score -4909577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4909578.000000 Penalty: 1040.291016
	Iteration 229Q: 3 clusters Score -4909578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90761 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4909579.000000 Penalty: 1040.291016
	Iteration 230Q: 3 clusters Score -4909579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4909579.500000 Penalty: 1040.291016
	Iteration 231Q: 3 clusters Score -4909580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90770 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4909581.500000 Penalty: 1040.291016
	Iteration 232Q: 3 clusters Score -4909582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4909581.500000 Penalty: 1040.291016
	Iteration 233Q: 3 clusters Score -4909582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4909581.500000 Penalty: 1040.291016
	Iteration 234Q: 3 clusters Score -4909582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90785 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4909578.500000 Penalty: 1040.291016
	Iteration 235Q: 3 clusters Score -4909578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4909579.500000 Penalty: 1040.291016
	Iteration 236Q: 3 clusters Score -4909580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90789 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4909579.500000 Penalty: 1040.291016
	Iteration 237Q: 3 clusters Score -4909580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90793 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4909580.000000 Penalty: 1040.291016
	Iteration 238Q: 3 clusters Score -4909580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4909578.000000 Penalty: 1040.291016
	Iteration 239Q: 3 clusters Score -4909578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4909580.500000 Penalty: 1040.291016
	Iteration 240F: 3 clusters Score -4909580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4909578.500000 Penalty: 1040.291016
	Iteration 241Q: 3 clusters Score -4909578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4909578.500000 Penalty: 1040.291016
	Iteration 242F: 3 clusters Score -4909578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (86186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86186 members 
Entering Unmasked Estep 
Score: -4772683.500000 Penalty: 517.073975
	Iteration 0F: 2 clusters Score -4772684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -4715433.500000 Penalty: 1034.147949
	Iteration 0F: 3 clusters Score -4715434 nChanged 42112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -4740637.500000 Penalty: 1034.147949
	Iteration 1F: 3 clusters Score -4740638 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -4742177.500000 Penalty: 1034.147949
	Iteration 2Q: 3 clusters Score -4742178 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -4744900.500000 Penalty: 1034.147949
	Iteration 3F: 3 clusters Score -4744900 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -4749815.500000 Penalty: 1034.147949
	Iteration 4F: 3 clusters Score -4749816 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -4756250.000000 Penalty: 1034.147949
	Iteration 5F: 3 clusters Score -4756250 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4760913.000000 Penalty: 1034.147949
	Iteration 6F: 3 clusters Score -4760913 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4762618.500000 Penalty: 1034.147949
	Iteration 7Q: 3 clusters Score -4762618 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4763470.000000 Penalty: 1034.147949
	Iteration 8Q: 3 clusters Score -4763470 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -4764228.500000 Penalty: 1034.147949
	Iteration 9Q: 3 clusters Score -4764228 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4764956.000000 Penalty: 1034.147949
	Iteration 10Q: 3 clusters Score -4764956 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4765533.000000 Penalty: 1034.147949
	Iteration 11Q: 3 clusters Score -4765533 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4766016.000000 Penalty: 1034.147949
	Iteration 12Q: 3 clusters Score -4766016 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -4766436.000000 Penalty: 1034.147949
	Iteration 13Q: 3 clusters Score -4766436 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -4766710.500000 Penalty: 1034.147949
	Iteration 14Q: 3 clusters Score -4766710 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -4766931.500000 Penalty: 1034.147949
	Iteration 15Q: 3 clusters Score -4766932 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -4767114.500000 Penalty: 1034.147949
	Iteration 16Q: 3 clusters Score -4767114 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -4767210.500000 Penalty: 1034.147949
	Iteration 17Q: 3 clusters Score -4767210 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -4767358.000000 Penalty: 1034.147949
	Iteration 18Q: 3 clusters Score -4767358 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -4767465.000000 Penalty: 1034.147949
	Iteration 19Q: 3 clusters Score -4767465 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4767535.000000 Penalty: 1034.147949
	Iteration 20F: 3 clusters Score -4767535 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4767659.000000 Penalty: 1034.147949
	Iteration 21Q: 3 clusters Score -4767659 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -4767750.000000 Penalty: 1034.147949
	Iteration 22Q: 3 clusters Score -4767750 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -4767863.500000 Penalty: 1034.147949
	Iteration 23Q: 3 clusters Score -4767864 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4767933.500000 Penalty: 1034.147949
	Iteration 24Q: 3 clusters Score -4767934 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -4767963.500000 Penalty: 1034.147949
	Iteration 25Q: 3 clusters Score -4767964 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -4768042.500000 Penalty: 1034.147949
	Iteration 26Q: 3 clusters Score -4768042 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -4768100.000000 Penalty: 1034.147949
	Iteration 27Q: 3 clusters Score -4768100 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -4768151.000000 Penalty: 1034.147949
	Iteration 28Q: 3 clusters Score -4768151 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -4768215.000000 Penalty: 1034.147949
	Iteration 29Q: 3 clusters Score -4768215 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -4768264.500000 Penalty: 1034.147949
	Iteration 30Q: 3 clusters Score -4768264 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -4768325.500000 Penalty: 1034.147949
	Iteration 31Q: 3 clusters Score -4768326 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4768349.500000 Penalty: 1034.147949
	Iteration 32Q: 3 clusters Score -4768350 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -4768427.000000 Penalty: 1034.147949
	Iteration 33Q: 3 clusters Score -4768427 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -4768511.500000 Penalty: 1034.147949
	Iteration 34Q: 3 clusters Score -4768512 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4768557.500000 Penalty: 1034.147949
	Iteration 35Q: 3 clusters Score -4768558 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4768650.000000 Penalty: 1034.147949
	Iteration 36Q: 3 clusters Score -4768650 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4768714.000000 Penalty: 1034.147949
	Iteration 37Q: 3 clusters Score -4768714 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4768743.000000 Penalty: 1034.147949
	Iteration 38Q: 3 clusters Score -4768743 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -4768798.500000 Penalty: 1034.147949
	Iteration 39Q: 3 clusters Score -4768798 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4768879.000000 Penalty: 1034.147949
	Iteration 40F: 3 clusters Score -4768879 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4768961.500000 Penalty: 1034.147949
	Iteration 41Q: 3 clusters Score -4768962 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67750 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -4769065.000000 Penalty: 1034.147949
	Iteration 42Q: 3 clusters Score -4769065 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4769126.500000 Penalty: 1034.147949
	Iteration 43Q: 3 clusters Score -4769126 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68711 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -4769227.000000 Penalty: 1034.147949
	Iteration 44Q: 3 clusters Score -4769227 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4769343.500000 Penalty: 1034.147949
	Iteration 45Q: 3 clusters Score -4769344 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4769400.000000 Penalty: 1034.147949
	Iteration 46Q: 3 clusters Score -4769400 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -4769510.500000 Penalty: 1034.147949
	Iteration 47Q: 3 clusters Score -4769510 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70666 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -4769579.000000 Penalty: 1034.147949
	Iteration 48Q: 3 clusters Score -4769579 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4769662.500000 Penalty: 1034.147949
	Iteration 49Q: 3 clusters Score -4769662 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4769782.000000 Penalty: 1034.147949
	Iteration 50Q: 3 clusters Score -4769782 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4769859.500000 Penalty: 1034.147949
	Iteration 51Q: 3 clusters Score -4769860 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -4769997.000000 Penalty: 1034.147949
	Iteration 52Q: 3 clusters Score -4769997 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -4770084.000000 Penalty: 1034.147949
	Iteration 53Q: 3 clusters Score -4770084 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -4770193.000000 Penalty: 1034.147949
	Iteration 54Q: 3 clusters Score -4770193 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -4770309.500000 Penalty: 1034.147949
	Iteration 55Q: 3 clusters Score -4770310 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4770460.500000 Penalty: 1034.147949
	Iteration 56Q: 3 clusters Score -4770460 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -4770605.000000 Penalty: 1034.147949
	Iteration 57Q: 3 clusters Score -4770605 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -4770692.000000 Penalty: 1034.147949
	Iteration 58Q: 3 clusters Score -4770692 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76282 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4770818.000000 Penalty: 1034.147949
	Iteration 59Q: 3 clusters Score -4770818 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -4770961.500000 Penalty: 1034.147949
	Iteration 60F: 3 clusters Score -4770962 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -4771083.000000 Penalty: 1034.147949
	Iteration 61Q: 3 clusters Score -4771083 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -4771216.500000 Penalty: 1034.147949
	Iteration 62Q: 3 clusters Score -4771216 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78428 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -4771377.000000 Penalty: 1034.147949
	Iteration 63Q: 3 clusters Score -4771377 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -4771482.500000 Penalty: 1034.147949
	Iteration 64Q: 3 clusters Score -4771482 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4771621.000000 Penalty: 1034.147949
	Iteration 65Q: 3 clusters Score -4771621 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -4771735.000000 Penalty: 1034.147949
	Iteration 66Q: 3 clusters Score -4771735 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80295 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -4771860.000000 Penalty: 1034.147949
	Iteration 67Q: 3 clusters Score -4771860 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -4771945.500000 Penalty: 1034.147949
	Iteration 68Q: 3 clusters Score -4771946 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -4772018.000000 Penalty: 1034.147949
	Iteration 69Q: 3 clusters Score -4772018 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -4772077.500000 Penalty: 1034.147949
	Iteration 70Q: 3 clusters Score -4772078 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -4772123.500000 Penalty: 1034.147949
	Iteration 71Q: 3 clusters Score -4772124 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -4772156.000000 Penalty: 1034.147949
	Iteration 72Q: 3 clusters Score -4772156 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4772196.500000 Penalty: 1034.147949
	Iteration 73Q: 3 clusters Score -4772196 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4772229.000000 Penalty: 1034.147949
	Iteration 74Q: 3 clusters Score -4772229 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -4772252.000000 Penalty: 1034.147949
	Iteration 75Q: 3 clusters Score -4772252 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4772249.000000 Penalty: 1034.147949
	Iteration 76Q: 3 clusters Score -4772249 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4772259.000000 Penalty: 1034.147949
	Iteration 77Q: 3 clusters Score -4772259 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4772291.500000 Penalty: 1034.147949
	Iteration 78Q: 3 clusters Score -4772292 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -4772313.000000 Penalty: 1034.147949
	Iteration 79Q: 3 clusters Score -4772313 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83252 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4772315.000000 Penalty: 1034.147949
	Iteration 80F: 3 clusters Score -4772315 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4772331.500000 Penalty: 1034.147949
	Iteration 81Q: 3 clusters Score -4772332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4772356.500000 Penalty: 1034.147949
	Iteration 82Q: 3 clusters Score -4772356 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4772358.000000 Penalty: 1034.147949
	Iteration 83Q: 3 clusters Score -4772358 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4772366.000000 Penalty: 1034.147949
	Iteration 84Q: 3 clusters Score -4772366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4772366.500000 Penalty: 1034.147949
	Iteration 85Q: 3 clusters Score -4772366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4772377.000000 Penalty: 1034.147949
	Iteration 86Q: 3 clusters Score -4772377 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4772377.500000 Penalty: 1034.147949
	Iteration 87Q: 3 clusters Score -4772378 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4772383.500000 Penalty: 1034.147949
	Iteration 88Q: 3 clusters Score -4772384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4772397.500000 Penalty: 1034.147949
	Iteration 89Q: 3 clusters Score -4772398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4772404.000000 Penalty: 1034.147949
	Iteration 90Q: 3 clusters Score -4772404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4772415.000000 Penalty: 1034.147949
	Iteration 91Q: 3 clusters Score -4772415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4772418.500000 Penalty: 1034.147949
	Iteration 92Q: 3 clusters Score -4772418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4772417.500000 Penalty: 1034.147949
	Iteration 93Q: 3 clusters Score -4772418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4772419.500000 Penalty: 1034.147949
	Iteration 94Q: 3 clusters Score -4772420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4772422.000000 Penalty: 1034.147949
	Iteration 95Q: 3 clusters Score -4772422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4772435.500000 Penalty: 1034.147949
	Iteration 96Q: 3 clusters Score -4772436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4772431.000000 Penalty: 1034.147949
	Iteration 97Q: 3 clusters Score -4772431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4772434.000000 Penalty: 1034.147949
	Iteration 98Q: 3 clusters Score -4772434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4772431.500000 Penalty: 1034.147949
	Iteration 99Q: 3 clusters Score -4772432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4772427.000000 Penalty: 1034.147949
	Iteration 100F: 3 clusters Score -4772427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84384 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4772429.500000 Penalty: 1034.147949
	Iteration 101Q: 3 clusters Score -4772430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4772436.000000 Penalty: 1034.147949
	Iteration 102Q: 3 clusters Score -4772436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4772436.000000 Penalty: 1034.147949
	Iteration 103Q: 3 clusters Score -4772436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4772425.000000 Penalty: 1034.147949
	Iteration 104Q: 3 clusters Score -4772425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4772428.000000 Penalty: 1034.147949
	Iteration 105Q: 3 clusters Score -4772428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4772440.500000 Penalty: 1034.147949
	Iteration 106Q: 3 clusters Score -4772440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4772450.000000 Penalty: 1034.147949
	Iteration 107Q: 3 clusters Score -4772450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4772454.500000 Penalty: 1034.147949
	Iteration 108Q: 3 clusters Score -4772454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4772452.000000 Penalty: 1034.147949
	Iteration 109Q: 3 clusters Score -4772452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4772451.000000 Penalty: 1034.147949
	Iteration 110Q: 3 clusters Score -4772451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4772441.000000 Penalty: 1034.147949
	Iteration 111Q: 3 clusters Score -4772441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4772443.500000 Penalty: 1034.147949
	Iteration 112Q: 3 clusters Score -4772444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84558 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4772440.500000 Penalty: 1034.147949
	Iteration 113Q: 3 clusters Score -4772440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4772443.000000 Penalty: 1034.147949
	Iteration 114Q: 3 clusters Score -4772443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4772442.000000 Penalty: 1034.147949
	Iteration 115Q: 3 clusters Score -4772442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4772449.500000 Penalty: 1034.147949
	Iteration 116Q: 3 clusters Score -4772450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84580 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4772445.000000 Penalty: 1034.147949
	Iteration 117Q: 3 clusters Score -4772445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4772446.500000 Penalty: 1034.147949
	Iteration 118Q: 3 clusters Score -4772446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84592 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4772443.500000 Penalty: 1034.147949
	Iteration 119Q: 3 clusters Score -4772444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4772444.000000 Penalty: 1034.147949
	Iteration 120F: 3 clusters Score -4772444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4772442.500000 Penalty: 1034.147949
	Iteration 121Q: 3 clusters Score -4772442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4772433.000000 Penalty: 1034.147949
	Iteration 122Q: 3 clusters Score -4772433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84618 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4772431.000000 Penalty: 1034.147949
	Iteration 123Q: 3 clusters Score -4772431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4772431.500000 Penalty: 1034.147949
	Iteration 124Q: 3 clusters Score -4772432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4772434.500000 Penalty: 1034.147949
	Iteration 125Q: 3 clusters Score -4772434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4772438.500000 Penalty: 1034.147949
	Iteration 126Q: 3 clusters Score -4772438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84630 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4772436.500000 Penalty: 1034.147949
	Iteration 127Q: 3 clusters Score -4772436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84632 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4772437.000000 Penalty: 1034.147949
	Iteration 128Q: 3 clusters Score -4772437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4772437.500000 Penalty: 1034.147949
	Iteration 129Q: 3 clusters Score -4772438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4772437.500000 Penalty: 1034.147949
	Iteration 130F: 3 clusters Score -4772438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (153368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153368 members 
Entering Unmasked Estep 
Score: -8182848.000000 Penalty: 543.297119
	Iteration 0F: 2 clusters Score -8182848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76587 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -8088976.500000 Penalty: 1086.594238
	Iteration 0F: 3 clusters Score -8088976 nChanged 75219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -8139503.000000 Penalty: 1086.594238
	Iteration 1F: 3 clusters Score -8139503 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -8145632.000000 Penalty: 1086.594238
	Iteration 2F: 3 clusters Score -8145632 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -8154689.500000 Penalty: 1086.594238
	Iteration 3F: 3 clusters Score -8154690 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 100293 members 
Entering Unmasked Estep 
Score: -8164516.500000 Penalty: 1086.594238
	Iteration 4F: 3 clusters Score -8164516 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 104428 members 
Entering Unmasked Estep 
Score: -8170287.000000 Penalty: 1086.594238
	Iteration 5F: 3 clusters Score -8170287 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 107128 members 
Entering Unmasked Estep 
Score: -8172348.000000 Penalty: 1086.594238
	Iteration 6Q: 3 clusters Score -8172348 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 109036 members 
Entering Unmasked Estep 
Score: -8173223.500000 Penalty: 1086.594238
	Iteration 7Q: 3 clusters Score -8173224 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 110439 members 
Entering Unmasked Estep 
Score: -8173777.000000 Penalty: 1086.594238
	Iteration 8Q: 3 clusters Score -8173777 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 111239 members 
Entering Unmasked Estep 
Score: -8174212.000000 Penalty: 1086.594238
	Iteration 9Q: 3 clusters Score -8174212 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 111583 members 
Entering Unmasked Estep 
Score: -8174576.500000 Penalty: 1086.594238
	Iteration 10Q: 3 clusters Score -8174576 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 111409 members 
Entering Unmasked Estep 
Score: -8174653.000000 Penalty: 1086.594238
	Iteration 11Q: 3 clusters Score -8174653 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 110665 members 
Entering Unmasked Estep 
Score: -8174708.000000 Penalty: 1086.594238
	Iteration 12Q: 3 clusters Score -8174708 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 109226 members 
Entering Unmasked Estep 
Score: -8174627.500000 Penalty: 1086.594238
	Iteration 13Q: 3 clusters Score -8174628 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -8174437.500000 Penalty: 1086.594238
	Iteration 14Q: 3 clusters Score -8174438 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -8174263.000000 Penalty: 1086.594238
	Iteration 15Q: 3 clusters Score -8174263 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 100913 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8174076 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8174497 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8174846 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8175142 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8175086 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -8174694.000000 Penalty: 1086.594238
	Iteration 21Q: 3 clusters Score -8174694 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 81403 members 
Entering Unmasked Estep 
Score: -8174628.500000 Penalty: 1086.594238
	Iteration 22Q: 3 clusters Score -8174628 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -8174670.500000 Penalty: 1086.594238
	Iteration 23Q: 3 clusters Score -8174670 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -8174695.000000 Penalty: 1086.594238
	Iteration 24Q: 3 clusters Score -8174695 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72686 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -8174758.500000 Penalty: 1086.594238
	Iteration 25Q: 3 clusters Score -8174758 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -8174748.000000 Penalty: 1086.594238
	Iteration 26Q: 3 clusters Score -8174748 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -8174715.000000 Penalty: 1086.594238
	Iteration 27Q: 3 clusters Score -8174715 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -8174652.500000 Penalty: 1086.594238
	Iteration 28Q: 3 clusters Score -8174652 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -8174612.500000 Penalty: 1086.594238
	Iteration 29Q: 3 clusters Score -8174612 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8174615 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72958 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -8174604.000000 Penalty: 1086.594238
	Iteration 31Q: 3 clusters Score -8174604 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
Score: -8174603.500000 Penalty: 1086.594238
	Iteration 32Q: 3 clusters Score -8174604 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -8174544.000000 Penalty: 1086.594238
	Iteration 33Q: 3 clusters Score -8174544 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -8174499.500000 Penalty: 1086.594238
	Iteration 34Q: 3 clusters Score -8174500 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -8174457.500000 Penalty: 1086.594238
	Iteration 35Q: 3 clusters Score -8174458 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -8174467.000000 Penalty: 1086.594238
	Iteration 36Q: 3 clusters Score -8174467 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -8174438.500000 Penalty: 1086.594238
	Iteration 37Q: 3 clusters Score -8174438 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 80367 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8174410 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -8174380.500000 Penalty: 1086.594238
	Iteration 39Q: 3 clusters Score -8174380 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -8174359.000000 Penalty: 1086.594238
	Iteration 40F: 3 clusters Score -8174359 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8174376 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 80380 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8174350 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 80372 members 
Entering Unmasked Estep 
Score: -8174304.500000 Penalty: 1086.594238
	Iteration 43Q: 3 clusters Score -8174304 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8174291 nChanged 188
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Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8174249 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8174254 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -8174232.500000 Penalty: 1086.594238
	Iteration 47Q: 3 clusters Score -8174232 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8174234 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8174208 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8174194 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8174166 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8174151 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -8174158.500000 Penalty: 1086.594238
	Iteration 53Q: 3 clusters Score -8174158 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -8174138.500000 Penalty: 1086.594238
	Iteration 54Q: 3 clusters Score -8174138 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -8174140.000000 Penalty: 1086.594238
	Iteration 55Q: 3 clusters Score -8174140 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8174140 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -8174132.000000 Penalty: 1086.594238
	Iteration 57Q: 3 clusters Score -8174132 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -8174120.500000 Penalty: 1086.594238
	Iteration 58Q: 3 clusters Score -8174120 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8174102 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -8174092.500000 Penalty: 1086.594238
	Iteration 60F: 3 clusters Score -8174092 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73049 members 
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Entering Unmasked Estep 
Score: -8174108.500000 Penalty: 1086.594238
	Iteration 61Q: 3 clusters Score -8174108 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -8174104.000000 Penalty: 1086.594238
	Iteration 62Q: 3 clusters Score -8174104 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8174080 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -8174058.500000 Penalty: 1086.594238
	Iteration 64Q: 3 clusters Score -8174058 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8174070 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -8174063.000000 Penalty: 1086.594238
	Iteration 66Q: 3 clusters Score -8174063 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -8174052.500000 Penalty: 1086.594238
	Iteration 67Q: 3 clusters Score -8174052 nChanged 94
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8174036 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80312 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8174041 nChanged 84
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8174029 nChanged 80
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8174019 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8174008 nChanged 63
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8173992 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8173995 nChanged 62
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Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8173976 nChanged 59
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Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8173970 nChanged 46
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Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8173947 nChanged 55
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Entering Unmasked Estep 
Score: -8173942.500000 Penalty: 1086.594238
	Iteration 78Q: 3 clusters Score -8173942 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -8173933.500000 Penalty: 1086.594238
	Iteration 79Q: 3 clusters Score -8173934 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -8173919.500000 Penalty: 1086.594238
	Iteration 80F: 3 clusters Score -8173920 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -8173908.000000 Penalty: 1086.594238
	Iteration 81Q: 3 clusters Score -8173908 nChanged 68
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8173898 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 80250 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8173894 nChanged 61
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8173896 nChanged 55
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Mstep: Class 1 contains 73126 members 
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Entering Unmasked Estep 
Score: -8173904.500000 Penalty: 1086.594238
	Iteration 85Q: 3 clusters Score -8173904 nChanged 47
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Mstep: Class 1 contains 73121 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8173900 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8173899 nChanged 56
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Mstep: Class 2 contains 80276 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8173897 nChanged 52
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8173906 nChanged 53
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8173906 nChanged 42
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Mstep: Class 1 contains 73071 members 
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Entering Unmasked Estep 
Score: -8173918.500000 Penalty: 1086.594238
	Iteration 91Q: 3 clusters Score -8173918 nChanged 30
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8173912 nChanged 29
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8173914 nChanged 22
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8173902 nChanged 26
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8173904 nChanged 22
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8173903 nChanged 18
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8173888 nChanged 12
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	Iteration 98Q: 3 clusters Score -8173888 nChanged 21
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8173894 nChanged 21
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8173886 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8173884 nChanged 19
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8173890 nChanged 18
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8173895 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8173896 nChanged 9
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8173895 nChanged 10
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8173889 nChanged 15
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8173891 nChanged 15
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8173898 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -8173896.000000 Penalty: 1086.594238
	Iteration 109Q: 3 clusters Score -8173896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -8173901.500000 Penalty: 1086.594238
	Iteration 110Q: 3 clusters Score -8173902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -8173899.500000 Penalty: 1086.594238
	Iteration 111Q: 3 clusters Score -8173900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -8173898.500000 Penalty: 1086.594238
	Iteration 112Q: 3 clusters Score -8173898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -8173898.500000 Penalty: 1086.594238
	Iteration 113F: 3 clusters Score -8173898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (71834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Entering Unmasked Estep 
Score: -3602970.000000 Penalty: 508.786163
	Iteration 0F: 2 clusters Score -3602970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -3554634.500000 Penalty: 1017.572327
	Iteration 0F: 3 clusters Score -3554634 nChanged 34992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -3575221.250000 Penalty: 1017.572327
	Iteration 1F: 3 clusters Score -3575221 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -3575874.750000 Penalty: 1017.572327
	Iteration 2Q: 3 clusters Score -3575875 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -3576824.250000 Penalty: 1017.572327
	Iteration 3Q: 3 clusters Score -3576824 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -3578207.500000 Penalty: 1017.572327
	Iteration 4Q: 3 clusters Score -3578208 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -3580278.500000 Penalty: 1017.572327
	Iteration 5F: 3 clusters Score -3580278 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3583143.000000 Penalty: 1017.572327
	Iteration 6F: 3 clusters Score -3583143 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -3586570.250000 Penalty: 1017.572327
	Iteration 7F: 3 clusters Score -3586570 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3589357.000000 Penalty: 1017.572327
	Iteration 8F: 3 clusters Score -3589357 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3590637.500000 Penalty: 1017.572327
	Iteration 9Q: 3 clusters Score -3590638 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3591172.000000 Penalty: 1017.572327
	Iteration 10Q: 3 clusters Score -3591172 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3591631.750000 Penalty: 1017.572327
	Iteration 11Q: 3 clusters Score -3591632 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53021 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3592078.250000 Penalty: 1017.572327
	Iteration 12Q: 3 clusters Score -3592078 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3592533.000000 Penalty: 1017.572327
	Iteration 13Q: 3 clusters Score -3592533 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55989 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3593114.000000 Penalty: 1017.572327
	Iteration 14Q: 3 clusters Score -3593114 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3593819.250000 Penalty: 1017.572327
	Iteration 15Q: 3 clusters Score -3593819 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3594585.750000 Penalty: 1017.572327
	Iteration 16Q: 3 clusters Score -3594586 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3595431.000000 Penalty: 1017.572327
	Iteration 17Q: 3 clusters Score -3595431 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3596300.500000 Penalty: 1017.572327
	Iteration 18Q: 3 clusters Score -3596300 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3597129.250000 Penalty: 1017.572327
	Iteration 19Q: 3 clusters Score -3597129 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -3597997.500000 Penalty: 1017.572327
	Iteration 20F: 3 clusters Score -3597998 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3598892.750000 Penalty: 1017.572327
	Iteration 21Q: 3 clusters Score -3598893 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67681 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3599756.000000 Penalty: 1017.572327
	Iteration 22Q: 3 clusters Score -3599756 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3600542.000000 Penalty: 1017.572327
	Iteration 23Q: 3 clusters Score -3600542 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3601109.000000 Penalty: 1017.572327
	Iteration 24Q: 3 clusters Score -3601109 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3601463.000000 Penalty: 1017.572327
	Iteration 25Q: 3 clusters Score -3601463 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3601694.250000 Penalty: 1017.572327
	Iteration 26Q: 3 clusters Score -3601694 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3601891.500000 Penalty: 1017.572327
	Iteration 27Q: 3 clusters Score -3601892 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3602027.000000 Penalty: 1017.572327
	Iteration 28Q: 3 clusters Score -3602027 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3602111.750000 Penalty: 1017.572327
	Iteration 29Q: 3 clusters Score -3602112 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70754 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3602200.750000 Penalty: 1017.572327
	Iteration 30Q: 3 clusters Score -3602201 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3602266.500000 Penalty: 1017.572327
	Iteration 31Q: 3 clusters Score -3602266 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3602329.000000 Penalty: 1017.572327
	Iteration 32Q: 3 clusters Score -3602329 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3602376.000000 Penalty: 1017.572327
	Iteration 33Q: 3 clusters Score -3602376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3602396.750000 Penalty: 1017.572327
	Iteration 34Q: 3 clusters Score -3602397 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3602428.250000 Penalty: 1017.572327
	Iteration 35Q: 3 clusters Score -3602428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3602445.000000 Penalty: 1017.572327
	Iteration 36Q: 3 clusters Score -3602445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71247 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3602461.000000 Penalty: 1017.572327
	Iteration 37Q: 3 clusters Score -3602461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3602464.750000 Penalty: 1017.572327
	Iteration 38Q: 3 clusters Score -3602465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3602478.000000 Penalty: 1017.572327
	Iteration 39Q: 3 clusters Score -3602478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3602493.250000 Penalty: 1017.572327
	Iteration 40F: 3 clusters Score -3602493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3602506.250000 Penalty: 1017.572327
	Iteration 41Q: 3 clusters Score -3602506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71387 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3602512.250000 Penalty: 1017.572327
	Iteration 42Q: 3 clusters Score -3602512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3602518.250000 Penalty: 1017.572327
	Iteration 43Q: 3 clusters Score -3602518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3602520.250000 Penalty: 1017.572327
	Iteration 44Q: 3 clusters Score -3602520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3602523.500000 Penalty: 1017.572327
	Iteration 45Q: 3 clusters Score -3602524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71423 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3602522.000000 Penalty: 1017.572327
	Iteration 46Q: 3 clusters Score -3602522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71433 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3602527.000000 Penalty: 1017.572327
	Iteration 47Q: 3 clusters Score -3602527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3602533.000000 Penalty: 1017.572327
	Iteration 48Q: 3 clusters Score -3602533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3602536.000000 Penalty: 1017.572327
	Iteration 49Q: 3 clusters Score -3602536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71447 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3602534.250000 Penalty: 1017.572327
	Iteration 50Q: 3 clusters Score -3602534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3602531.750000 Penalty: 1017.572327
	Iteration 51Q: 3 clusters Score -3602532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3602536.000000 Penalty: 1017.572327
	Iteration 52Q: 3 clusters Score -3602536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71464 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3602540.750000 Penalty: 1017.572327
	Iteration 53Q: 3 clusters Score -3602541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3602541.500000 Penalty: 1017.572327
	Iteration 54Q: 3 clusters Score -3602542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3602544.750000 Penalty: 1017.572327
	Iteration 55Q: 3 clusters Score -3602545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71477 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3602544.250000 Penalty: 1017.572327
	Iteration 56Q: 3 clusters Score -3602544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3602544.750000 Penalty: 1017.572327
	Iteration 57Q: 3 clusters Score -3602545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3602548.000000 Penalty: 1017.572327
	Iteration 58Q: 3 clusters Score -3602548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3602547.000000 Penalty: 1017.572327
	Iteration 59Q: 3 clusters Score -3602547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3602547.750000 Penalty: 1017.572327
	Iteration 60F: 3 clusters Score -3602548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3602547.000000 Penalty: 1017.572327
	Iteration 61Q: 3 clusters Score -3602547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3602547.250000 Penalty: 1017.572327
	Iteration 62Q: 3 clusters Score -3602547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3602548.000000 Penalty: 1017.572327
	Iteration 63Q: 3 clusters Score -3602548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3602548.750000 Penalty: 1017.572327
	Iteration 64Q: 3 clusters Score -3602549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71495 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3602547.750000 Penalty: 1017.572327
	Iteration 65Q: 3 clusters Score -3602548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71495 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3602547.750000 Penalty: 1017.572327
	Iteration 66F: 3 clusters Score -3602548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Entering Unmasked Estep 
Score: -148850.968750 Penalty: 360.840759
	Iteration 0F: 2 clusters Score -148851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -146935.984375 Penalty: 721.681519
	Iteration 0F: 3 clusters Score -146936 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -147654.375000 Penalty: 721.681519
	Iteration 1F: 3 clusters Score -147654.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -147846.671875 Penalty: 721.681519
	Iteration 2F: 3 clusters Score -147846.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -148104.546875 Penalty: 721.681519
	Iteration 3F: 3 clusters Score -148104.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -148384.078125 Penalty: 721.681519
	Iteration 4F: 3 clusters Score -148384.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -148609.406250 Penalty: 721.681519
	Iteration 5F: 3 clusters Score -148609.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -148769.203125 Penalty: 721.681519
	Iteration 6F: 3 clusters Score -148769.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -148851.078125 Penalty: 721.681519
	Iteration 7Q: 3 clusters Score -148851.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -148880.171875 Penalty: 721.681519
	Iteration 8Q: 3 clusters Score -148880.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -148895.984375 Penalty: 721.681519
	Iteration 9Q: 3 clusters Score -148896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -148901.921875 Penalty: 721.681519
	Iteration 10Q: 3 clusters Score -148901.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -148906.015625 Penalty: 721.681519
	Iteration 11Q: 3 clusters Score -148906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -148910.234375 Penalty: 721.681519
	Iteration 12Q: 3 clusters Score -148910.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -148912.968750 Penalty: 721.681519
	Iteration 13Q: 3 clusters Score -148913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -148914.359375 Penalty: 721.681519
	Iteration 14Q: 3 clusters Score -148914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -148915.125000 Penalty: 721.681519
	Iteration 15Q: 3 clusters Score -148915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -148915.578125 Penalty: 721.681519
	Iteration 16Q: 3 clusters Score -148915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -148915.578125 Penalty: 721.681519
	Iteration 17F: 3 clusters Score -148915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 87853 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 111754 members 
Mstep: Class 6 contains 126506 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 14126 members 
Mstep: Class 11 contains 74824 members 
Mstep: Class 12 contains 13096 members 
Mstep: Class 13 contains 78793 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 91656 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 92205 members 
Mstep: Class 19 contains 86186 members 
Mstep: Class 20 contains 153368 members 
Mstep: Class 21 contains 71834 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 50220 members 
Mstep: Class 25 contains 10165 members 
Mstep: Class 26 contains 72815 members 
Mstep: Class 27 contains 35959 members 
Mstep: Class 28 contains 4235 members 
Mstep: Class 29 contains 163252 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 5751 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 75528 members 
Mstep: Class 35 contains 174 members 
Mstep: Class 36 contains 87707 members 
Mstep: Class 37 contains 32515 members 
Mstep: Class 38 contains 538 members 
Entering Unmasked Estep 
Score: -87392984.000000 Penalty: 24835.007812
Splitting cluster 22 changes total score from -87392144.000000 to -87392984.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -270810.906250 Penalty: 387.459412
	Iteration 0F: 2 clusters Score -270810.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -267442.843750 Penalty: 774.918823
	Iteration 0F: 3 clusters Score -267442.8 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -268719.812500 Penalty: 774.918823
	Iteration 1F: 3 clusters Score -268719.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -268809.468750 Penalty: 774.918823
	Iteration 2F: 3 clusters Score -268809.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -268882.968750 Penalty: 774.918823
	Iteration 3Q: 3 clusters Score -268883 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -268957.156250 Penalty: 774.918823
	Iteration 4Q: 3 clusters Score -268957.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -269040.843750 Penalty: 774.918823
	Iteration 5Q: 3 clusters Score -269040.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -269174.562500 Penalty: 774.918823
	Iteration 6Q: 3 clusters Score -269174.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -269369.250000 Penalty: 774.918823
	Iteration 7Q: 3 clusters Score -269369.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -269607.031250 Penalty: 774.918823
	Iteration 8F: 3 clusters Score -269607 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -269813.656250 Penalty: 774.918823
	Iteration 9F: 3 clusters Score -269813.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -269969.000000 Penalty: 774.918823
	Iteration 10Q: 3 clusters Score -269969 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -270070.500000 Penalty: 774.918823
	Iteration 11Q: 3 clusters Score -270070.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -270129.843750 Penalty: 774.918823
	Iteration 12Q: 3 clusters Score -270129.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -270170.218750 Penalty: 774.918823
	Iteration 13Q: 3 clusters Score -270170.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -270196.875000 Penalty: 774.918823
	Iteration 14Q: 3 clusters Score -270196.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -270218.250000 Penalty: 774.918823
	Iteration 15Q: 3 clusters Score -270218.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -270235.843750 Penalty: 774.918823
	Iteration 16Q: 3 clusters Score -270235.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -270255.125000 Penalty: 774.918823
	Iteration 17Q: 3 clusters Score -270255.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -270266.156250 Penalty: 774.918823
	Iteration 18Q: 3 clusters Score -270266.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -270270.312500 Penalty: 774.918823
	Iteration 19Q: 3 clusters Score -270270.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -270274.531250 Penalty: 774.918823
	Iteration 20F: 3 clusters Score -270274.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -270279.281250 Penalty: 774.918823
	Iteration 21Q: 3 clusters Score -270279.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -270282.562500 Penalty: 774.918823
	Iteration 22Q: 3 clusters Score -270282.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -270284.375000 Penalty: 774.918823
	Iteration 23Q: 3 clusters Score -270284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -270286.500000 Penalty: 774.918823
	Iteration 24Q: 3 clusters Score -270286.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -270287.812500 Penalty: 774.918823
	Iteration 25Q: 3 clusters Score -270287.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -270289.093750 Penalty: 774.918823
	Iteration 26Q: 3 clusters Score -270289.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -270289.156250 Penalty: 774.918823
	Iteration 27Q: 3 clusters Score -270289.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -270289.500000 Penalty: 774.918823
	Iteration 28Q: 3 clusters Score -270289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -270290.375000 Penalty: 774.918823
	Iteration 29Q: 3 clusters Score -270290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -270290.812500 Penalty: 774.918823
	Iteration 30Q: 3 clusters Score -270290.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -270290.406250 Penalty: 774.918823
	Iteration 31Q: 3 clusters Score -270290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -270291.562500 Penalty: 774.918823
	Iteration 32Q: 3 clusters Score -270291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -270291.437500 Penalty: 774.918823
	Iteration 33Q: 3 clusters Score -270291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -270292.468750 Penalty: 774.918823
	Iteration 34Q: 3 clusters Score -270292.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -270292.750000 Penalty: 774.918823
	Iteration 35Q: 3 clusters Score -270292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -270294.062500 Penalty: 774.918823
	Iteration 36Q: 3 clusters Score -270294.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -270294.531250 Penalty: 774.918823
	Iteration 37Q: 3 clusters Score -270294.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -270294.937500 Penalty: 774.918823
	Iteration 38Q: 3 clusters Score -270294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -270295.437500 Penalty: 774.918823
	Iteration 39Q: 3 clusters Score -270295.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -270295.968750 Penalty: 774.918823
	Iteration 40F: 3 clusters Score -270296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -270296.250000 Penalty: 774.918823
	Iteration 41Q: 3 clusters Score -270296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -270296.531250 Penalty: 774.918823
	Iteration 42Q: 3 clusters Score -270296.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -270296.812500 Penalty: 774.918823
	Iteration 43Q: 3 clusters Score -270296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -270297.562500 Penalty: 774.918823
	Iteration 44Q: 3 clusters Score -270297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -270297.937500 Penalty: 774.918823
	Iteration 45Q: 3 clusters Score -270297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -270298.062500 Penalty: 774.918823
	Iteration 46Q: 3 clusters Score -270298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -270299.093750 Penalty: 774.918823
	Iteration 47Q: 3 clusters Score -270299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -270299.343750 Penalty: 774.918823
	Iteration 48Q: 3 clusters Score -270299.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -270300.593750 Penalty: 774.918823
	Iteration 49Q: 3 clusters Score -270300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -270300.531250 Penalty: 774.918823
	Iteration 50Q: 3 clusters Score -270300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -270300.625000 Penalty: 774.918823
	Iteration 51Q: 3 clusters Score -270300.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -270301.312500 Penalty: 774.918823
	Iteration 52Q: 3 clusters Score -270301.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -270302.062500 Penalty: 774.918823
	Iteration 53Q: 3 clusters Score -270302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -270302.593750 Penalty: 774.918823
	Iteration 54Q: 3 clusters Score -270302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -270302.906250 Penalty: 774.918823
	Iteration 55Q: 3 clusters Score -270302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -270302.937500 Penalty: 774.918823
	Iteration 56Q: 3 clusters Score -270302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -270302.937500 Penalty: 774.918823
	Iteration 57Q: 3 clusters Score -270302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -270303.218750 Penalty: 774.918823
	Iteration 58Q: 3 clusters Score -270303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -270303.593750 Penalty: 774.918823
	Iteration 59Q: 3 clusters Score -270303.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -270303.906250 Penalty: 774.918823
	Iteration 60F: 3 clusters Score -270303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -270303.875000 Penalty: 774.918823
	Iteration 61Q: 3 clusters Score -270303.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -270303.781250 Penalty: 774.918823
	Iteration 62Q: 3 clusters Score -270303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -270303.718750 Penalty: 774.918823
	Iteration 63Q: 3 clusters Score -270303.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -270303.718750 Penalty: 774.918823
	Iteration 64F: 3 clusters Score -270303.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (50220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Entering Unmasked Estep 
Score: -2707347.750000 Penalty: 492.499664
	Iteration 0F: 2 clusters Score -2707348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -2673650.500000 Penalty: 984.999329
	Iteration 0F: 3 clusters Score -2673650 nChanged 24329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2687921.500000 Penalty: 984.999329
	Iteration 1F: 3 clusters Score -2687922 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2688498.250000 Penalty: 984.999329
	Iteration 2Q: 3 clusters Score -2688498 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2689412.500000 Penalty: 984.999329
	Iteration 3Q: 3 clusters Score -2689412 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2691130.750000 Penalty: 984.999329
	Iteration 4F: 3 clusters Score -2691131 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2694171.250000 Penalty: 984.999329
	Iteration 5F: 3 clusters Score -2694171 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2698633.250000 Penalty: 984.999329
	Iteration 6F: 3 clusters Score -2698633 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2702945.250000 Penalty: 984.999329
	Iteration 7F: 3 clusters Score -2702945 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2705532.000000 Penalty: 984.999329
	Iteration 8Q: 3 clusters Score -2705532 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2706498.500000 Penalty: 984.999329
	Iteration 9Q: 3 clusters Score -2706498 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2706802.000000 Penalty: 984.999329
	Iteration 10Q: 3 clusters Score -2706802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2706891.250000 Penalty: 984.999329
	Iteration 11Q: 3 clusters Score -2706891 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2706959.500000 Penalty: 984.999329
	Iteration 12Q: 3 clusters Score -2706960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2706985.250000 Penalty: 984.999329
	Iteration 13Q: 3 clusters Score -2706985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2707004.500000 Penalty: 984.999329
	Iteration 14Q: 3 clusters Score -2707004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2707017.000000 Penalty: 984.999329
	Iteration 15Q: 3 clusters Score -2707017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2707020.000000 Penalty: 984.999329
	Iteration 16Q: 3 clusters Score -2707020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2707028.250000 Penalty: 984.999329
	Iteration 17Q: 3 clusters Score -2707028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2707026.500000 Penalty: 984.999329
	Iteration 18Q: 3 clusters Score -2707026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2707028.000000 Penalty: 984.999329
	Iteration 19Q: 3 clusters Score -2707028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2707030.250000 Penalty: 984.999329
	Iteration 20F: 3 clusters Score -2707030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2707029.750000 Penalty: 984.999329
	Iteration 21Q: 3 clusters Score -2707030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2707029.750000 Penalty: 984.999329
	Iteration 22F: 3 clusters Score -2707030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -498212.125000 Penalty: 419.815094
	Iteration 0F: 2 clusters Score -498212.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -491497.843750 Penalty: 839.630188
	Iteration 0F: 3 clusters Score -491497.8 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -494080.968750 Penalty: 839.630188
	Iteration 1F: 3 clusters Score -494081 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -494238.937500 Penalty: 839.630188
	Iteration 2Q: 3 clusters Score -494238.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -494453.937500 Penalty: 839.630188
	Iteration 3Q: 3 clusters Score -494453.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -494834.187500 Penalty: 839.630188
	Iteration 4F: 3 clusters Score -494834.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -495436.250000 Penalty: 839.630188
	Iteration 5F: 3 clusters Score -495436.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -496236.281250 Penalty: 839.630188
	Iteration 6F: 3 clusters Score -496236.3 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -497016.968750 Penalty: 839.630188
	Iteration 7F: 3 clusters Score -497017 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -497540.187500 Penalty: 839.630188
	Iteration 8F: 3 clusters Score -497540.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -497764.000000 Penalty: 839.630188
	Iteration 9Q: 3 clusters Score -497764 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -497908.250000 Penalty: 839.630188
	Iteration 10Q: 3 clusters Score -497908.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -498053.718750 Penalty: 839.630188
	Iteration 11Q: 3 clusters Score -498053.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -498211.062500 Penalty: 839.630188
	Iteration 12Q: 3 clusters Score -498211.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -498313.875000 Penalty: 839.630188
	Iteration 13Q: 3 clusters Score -498313.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -498340.875000 Penalty: 839.630188
	Iteration 14Q: 3 clusters Score -498340.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -498363.093750 Penalty: 839.630188
	Iteration 15Q: 3 clusters Score -498363.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -498374.437500 Penalty: 839.630188
	Iteration 16Q: 3 clusters Score -498374.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -498387.156250 Penalty: 839.630188
	Iteration 17Q: 3 clusters Score -498387.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -498408.343750 Penalty: 839.630188
	Iteration 18Q: 3 clusters Score -498408.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -498428.156250 Penalty: 839.630188
	Iteration 19Q: 3 clusters Score -498428.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -498474.562500 Penalty: 839.630188
	Iteration 20F: 3 clusters Score -498474.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -498510.468750 Penalty: 839.630188
	Iteration 21Q: 3 clusters Score -498510.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -498555.593750 Penalty: 839.630188
	Iteration 22Q: 3 clusters Score -498555.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -498594.781250 Penalty: 839.630188
	Iteration 23Q: 3 clusters Score -498594.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -498631.000000 Penalty: 839.630188
	Iteration 24Q: 3 clusters Score -498631 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -498672.656250 Penalty: 839.630188
	Iteration 25Q: 3 clusters Score -498672.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -498714.156250 Penalty: 839.630188
	Iteration 26Q: 3 clusters Score -498714.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -498748.812500 Penalty: 839.630188
	Iteration 27Q: 3 clusters Score -498748.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -498775.468750 Penalty: 839.630188
	Iteration 28Q: 3 clusters Score -498775.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -498799.812500 Penalty: 839.630188
	Iteration 29Q: 3 clusters Score -498799.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -498823.062500 Penalty: 839.630188
	Iteration 30Q: 3 clusters Score -498823.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -498841.687500 Penalty: 839.630188
	Iteration 31Q: 3 clusters Score -498841.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -498855.562500 Penalty: 839.630188
	Iteration 32Q: 3 clusters Score -498855.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -498866.093750 Penalty: 839.630188
	Iteration 33Q: 3 clusters Score -498866.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -498873.125000 Penalty: 839.630188
	Iteration 34Q: 3 clusters Score -498873.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -498884.281250 Penalty: 839.630188
	Iteration 35Q: 3 clusters Score -498884.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -498891.062500 Penalty: 839.630188
	Iteration 36Q: 3 clusters Score -498891.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -498897.093750 Penalty: 839.630188
	Iteration 37Q: 3 clusters Score -498897.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -498902.062500 Penalty: 839.630188
	Iteration 38Q: 3 clusters Score -498902.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -498905.562500 Penalty: 839.630188
	Iteration 39Q: 3 clusters Score -498905.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -498914.906250 Penalty: 839.630188
	Iteration 40F: 3 clusters Score -498914.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -498918.718750 Penalty: 839.630188
	Iteration 41Q: 3 clusters Score -498918.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -498922.687500 Penalty: 839.630188
	Iteration 42Q: 3 clusters Score -498922.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -498925.656250 Penalty: 839.630188
	Iteration 43Q: 3 clusters Score -498925.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -498926.906250 Penalty: 839.630188
	Iteration 44Q: 3 clusters Score -498926.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -498928.843750 Penalty: 839.630188
	Iteration 45Q: 3 clusters Score -498928.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -498930.625000 Penalty: 839.630188
	Iteration 46Q: 3 clusters Score -498930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -498930.750000 Penalty: 839.630188
	Iteration 47Q: 3 clusters Score -498930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -498931.218750 Penalty: 839.630188
	Iteration 48Q: 3 clusters Score -498931.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -498932.156250 Penalty: 839.630188
	Iteration 49Q: 3 clusters Score -498932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -498931.750000 Penalty: 839.630188
	Iteration 50Q: 3 clusters Score -498931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -498932.687500 Penalty: 839.630188
	Iteration 51Q: 3 clusters Score -498932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -498932.125000 Penalty: 839.630188
	Iteration 52Q: 3 clusters Score -498932.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -498931.437500 Penalty: 839.630188
	Iteration 53Q: 3 clusters Score -498931.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -498933.250000 Penalty: 839.630188
	Iteration 54Q: 3 clusters Score -498933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -498933.562500 Penalty: 839.630188
	Iteration 55Q: 3 clusters Score -498933.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -498934.375000 Penalty: 839.630188
	Iteration 56Q: 3 clusters Score -498934.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -498936.812500 Penalty: 839.630188
	Iteration 57Q: 3 clusters Score -498936.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -498938.093750 Penalty: 839.630188
	Iteration 58Q: 3 clusters Score -498938.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -498939.250000 Penalty: 839.630188
	Iteration 59Q: 3 clusters Score -498939.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -498940.062500 Penalty: 839.630188
	Iteration 60F: 3 clusters Score -498940.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -498942.593750 Penalty: 839.630188
	Iteration 61Q: 3 clusters Score -498942.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -498944.406250 Penalty: 839.630188
	Iteration 62Q: 3 clusters Score -498944.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -498946.343750 Penalty: 839.630188
	Iteration 63Q: 3 clusters Score -498946.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -498950.312500 Penalty: 839.630188
	Iteration 64Q: 3 clusters Score -498950.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -498953.562500 Penalty: 839.630188
	Iteration 65Q: 3 clusters Score -498953.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -498955.312500 Penalty: 839.630188
	Iteration 66Q: 3 clusters Score -498955.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -498954.593750 Penalty: 839.630188
	Iteration 67Q: 3 clusters Score -498954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -498954.562500 Penalty: 839.630188
	Iteration 68Q: 3 clusters Score -498954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -498954.531250 Penalty: 839.630188
	Iteration 69Q: 3 clusters Score -498954.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -498956.562500 Penalty: 839.630188
	Iteration 70Q: 3 clusters Score -498956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -498956.406250 Penalty: 839.630188
	Iteration 71Q: 3 clusters Score -498956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -498957.250000 Penalty: 839.630188
	Iteration 72Q: 3 clusters Score -498957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -498957.187500 Penalty: 839.630188
	Iteration 73Q: 3 clusters Score -498957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -498958.125000 Penalty: 839.630188
	Iteration 74Q: 3 clusters Score -498958.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -498958.093750 Penalty: 839.630188
	Iteration 75Q: 3 clusters Score -498958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -498957.187500 Penalty: 839.630188
	Iteration 76Q: 3 clusters Score -498957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -498957.187500 Penalty: 839.630188
	Iteration 77F: 3 clusters Score -498957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 87853 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 111754 members 
Mstep: Class 6 contains 126506 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 14126 members 
Mstep: Class 11 contains 74824 members 
Mstep: Class 12 contains 13096 members 
Mstep: Class 13 contains 78793 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 91656 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 92205 members 
Mstep: Class 19 contains 86186 members 
Mstep: Class 20 contains 153368 members 
Mstep: Class 21 contains 71834 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 50220 members 
Mstep: Class 25 contains 8241 members 
Mstep: Class 26 contains 72815 members 
Mstep: Class 27 contains 35959 members 
Mstep: Class 28 contains 4235 members 
Mstep: Class 29 contains 163252 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 5751 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 75528 members 
Mstep: Class 35 contains 174 members 
Mstep: Class 36 contains 87707 members 
Mstep: Class 37 contains 32515 members 
Mstep: Class 38 contains 538 members 
Mstep: Class 39 contains 1924 members 
Entering Unmasked Estep 
Score: -87393272.000000 Penalty: 25488.560547
Splitting cluster 25 changes total score from -87392144.000000 to -87393272.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 26 (72815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Entering Unmasked Estep 
Score: -3824979.750000 Penalty: 509.403290
	Iteration 0F: 2 clusters Score -3824980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -3775651.500000 Penalty: 1018.806580
	Iteration 0F: 3 clusters Score -3775652 nChanged 35658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -3797897.500000 Penalty: 1018.806580
	Iteration 1F: 3 clusters Score -3797898 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -3799389.500000 Penalty: 1018.806580
	Iteration 2Q: 3 clusters Score -3799390 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -3801653.250000 Penalty: 1018.806580
	Iteration 3F: 3 clusters Score -3801653 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -3804992.250000 Penalty: 1018.806580
	Iteration 4F: 3 clusters Score -3804992 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -3808783.500000 Penalty: 1018.806580
	Iteration 5F: 3 clusters Score -3808784 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -3811330.750000 Penalty: 1018.806580
	Iteration 6F: 3 clusters Score -3811331 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -3812263.000000 Penalty: 1018.806580
	Iteration 7Q: 3 clusters Score -3812263 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3812571.750000 Penalty: 1018.806580
	Iteration 8Q: 3 clusters Score -3812572 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -3812765.750000 Penalty: 1018.806580
	Iteration 9Q: 3 clusters Score -3812766 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -3812907.500000 Penalty: 1018.806580
	Iteration 10Q: 3 clusters Score -3812908 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -3813022.000000 Penalty: 1018.806580
	Iteration 11Q: 3 clusters Score -3813022 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -3813173.750000 Penalty: 1018.806580
	Iteration 12Q: 3 clusters Score -3813174 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -3813310.250000 Penalty: 1018.806580
	Iteration 13Q: 3 clusters Score -3813310 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -3813415.500000 Penalty: 1018.806580
	Iteration 14Q: 3 clusters Score -3813416 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -3813545.500000 Penalty: 1018.806580
	Iteration 15Q: 3 clusters Score -3813546 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -3813739.750000 Penalty: 1018.806580
	Iteration 16Q: 3 clusters Score -3813740 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -3813852.250000 Penalty: 1018.806580
	Iteration 17Q: 3 clusters Score -3813852 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -3813987.250000 Penalty: 1018.806580
	Iteration 18Q: 3 clusters Score -3813987 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -3814124.000000 Penalty: 1018.806580
	Iteration 19Q: 3 clusters Score -3814124 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -3814255.000000 Penalty: 1018.806580
	Iteration 20F: 3 clusters Score -3814255 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -3814392.500000 Penalty: 1018.806580
	Iteration 21Q: 3 clusters Score -3814392 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -3814533.750000 Penalty: 1018.806580
	Iteration 22Q: 3 clusters Score -3814534 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -3814651.750000 Penalty: 1018.806580
	Iteration 23Q: 3 clusters Score -3814652 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -3814776.000000 Penalty: 1018.806580
	Iteration 24Q: 3 clusters Score -3814776 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3814873.250000 Penalty: 1018.806580
	Iteration 25Q: 3 clusters Score -3814873 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -3814973.500000 Penalty: 1018.806580
	Iteration 26Q: 3 clusters Score -3814974 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -3815059.500000 Penalty: 1018.806580
	Iteration 27Q: 3 clusters Score -3815060 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -3815110.750000 Penalty: 1018.806580
	Iteration 28Q: 3 clusters Score -3815111 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -3815190.500000 Penalty: 1018.806580
	Iteration 29Q: 3 clusters Score -3815190 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -3815258.750000 Penalty: 1018.806580
	Iteration 30Q: 3 clusters Score -3815259 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -3815352.750000 Penalty: 1018.806580
	Iteration 31Q: 3 clusters Score -3815353 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -3815438.250000 Penalty: 1018.806580
	Iteration 32Q: 3 clusters Score -3815438 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -3815496.000000 Penalty: 1018.806580
	Iteration 33Q: 3 clusters Score -3815496 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -3815572.000000 Penalty: 1018.806580
	Iteration 34Q: 3 clusters Score -3815572 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -3815630.250000 Penalty: 1018.806580
	Iteration 35Q: 3 clusters Score -3815630 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -3815673.500000 Penalty: 1018.806580
	Iteration 36Q: 3 clusters Score -3815674 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -3815703.750000 Penalty: 1018.806580
	Iteration 37Q: 3 clusters Score -3815704 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -3815742.750000 Penalty: 1018.806580
	Iteration 38Q: 3 clusters Score -3815743 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -3815772.750000 Penalty: 1018.806580
	Iteration 39Q: 3 clusters Score -3815773 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -3815820.250000 Penalty: 1018.806580
	Iteration 40F: 3 clusters Score -3815820 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -3815863.500000 Penalty: 1018.806580
	Iteration 41Q: 3 clusters Score -3815864 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -3815891.500000 Penalty: 1018.806580
	Iteration 42Q: 3 clusters Score -3815892 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -3815948.750000 Penalty: 1018.806580
	Iteration 43Q: 3 clusters Score -3815949 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -3815973.000000 Penalty: 1018.806580
	Iteration 44Q: 3 clusters Score -3815973 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -3815995.000000 Penalty: 1018.806580
	Iteration 45Q: 3 clusters Score -3815995 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -3816013.250000 Penalty: 1018.806580
	Iteration 46Q: 3 clusters Score -3816013 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -3816070.500000 Penalty: 1018.806580
	Iteration 47Q: 3 clusters Score -3816070 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -3816109.000000 Penalty: 1018.806580
	Iteration 48Q: 3 clusters Score -3816109 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -3816163.500000 Penalty: 1018.806580
	Iteration 49Q: 3 clusters Score -3816164 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -3816212.000000 Penalty: 1018.806580
	Iteration 50Q: 3 clusters Score -3816212 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -3816258.000000 Penalty: 1018.806580
	Iteration 51Q: 3 clusters Score -3816258 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -3816340.500000 Penalty: 1018.806580
	Iteration 52Q: 3 clusters Score -3816340 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -3816418.500000 Penalty: 1018.806580
	Iteration 53Q: 3 clusters Score -3816418 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -3816484.750000 Penalty: 1018.806580
	Iteration 54Q: 3 clusters Score -3816485 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -3816544.500000 Penalty: 1018.806580
	Iteration 55Q: 3 clusters Score -3816544 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -3816630.250000 Penalty: 1018.806580
	Iteration 56Q: 3 clusters Score -3816630 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -3816727.000000 Penalty: 1018.806580
	Iteration 57Q: 3 clusters Score -3816727 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -3816873.250000 Penalty: 1018.806580
	Iteration 58Q: 3 clusters Score -3816873 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -3817033.000000 Penalty: 1018.806580
	Iteration 59Q: 3 clusters Score -3817033 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -3817220.250000 Penalty: 1018.806580
	Iteration 60F: 3 clusters Score -3817220 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -3817397.000000 Penalty: 1018.806580
	Iteration 61Q: 3 clusters Score -3817397 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -3817646.000000 Penalty: 1018.806580
	Iteration 62Q: 3 clusters Score -3817646 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -3817875.750000 Penalty: 1018.806580
	Iteration 63Q: 3 clusters Score -3817876 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -3818173.000000 Penalty: 1018.806580
	Iteration 64Q: 3 clusters Score -3818173 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -3818471.750000 Penalty: 1018.806580
	Iteration 65Q: 3 clusters Score -3818472 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 52415 members 
Entering Unmasked Estep 
Score: -3818758.000000 Penalty: 1018.806580
	Iteration 66Q: 3 clusters Score -3818758 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -3819073.250000 Penalty: 1018.806580
	Iteration 67Q: 3 clusters Score -3819073 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -3819397.250000 Penalty: 1018.806580
	Iteration 68Q: 3 clusters Score -3819397 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -3819715.750000 Penalty: 1018.806580
	Iteration 69Q: 3 clusters Score -3819716 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -3820057.500000 Penalty: 1018.806580
	Iteration 70Q: 3 clusters Score -3820058 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -3820335.500000 Penalty: 1018.806580
	Iteration 71Q: 3 clusters Score -3820336 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -3820640.750000 Penalty: 1018.806580
	Iteration 72Q: 3 clusters Score -3820641 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -3820919.000000 Penalty: 1018.806580
	Iteration 73Q: 3 clusters Score -3820919 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -3821150.000000 Penalty: 1018.806580
	Iteration 74Q: 3 clusters Score -3821150 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -3821405.250000 Penalty: 1018.806580
	Iteration 75Q: 3 clusters Score -3821405 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -3821650.500000 Penalty: 1018.806580
	Iteration 76Q: 3 clusters Score -3821650 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -3821896.500000 Penalty: 1018.806580
	Iteration 77Q: 3 clusters Score -3821896 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -3822147.500000 Penalty: 1018.806580
	Iteration 78Q: 3 clusters Score -3822148 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -3822371.750000 Penalty: 1018.806580
	Iteration 79Q: 3 clusters Score -3822372 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -3822586.750000 Penalty: 1018.806580
	Iteration 80F: 3 clusters Score -3822587 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -3822787.000000 Penalty: 1018.806580
	Iteration 81Q: 3 clusters Score -3822787 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -3823002.500000 Penalty: 1018.806580
	Iteration 82Q: 3 clusters Score -3823002 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -3823187.500000 Penalty: 1018.806580
	Iteration 83Q: 3 clusters Score -3823188 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -3823379.750000 Penalty: 1018.806580
	Iteration 84Q: 3 clusters Score -3823380 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -3823544.750000 Penalty: 1018.806580
	Iteration 85Q: 3 clusters Score -3823545 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -3823702.500000 Penalty: 1018.806580
	Iteration 86Q: 3 clusters Score -3823702 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -3823860.000000 Penalty: 1018.806580
	Iteration 87Q: 3 clusters Score -3823860 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -3823987.500000 Penalty: 1018.806580
	Iteration 88Q: 3 clusters Score -3823988 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 69750 members 
Entering Unmasked Estep 
Score: -3824081.000000 Penalty: 1018.806580
	Iteration 89Q: 3 clusters Score -3824081 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 70112 members 
Entering Unmasked Estep 
Score: -3824266.000000 Penalty: 1018.806580
	Iteration 90Q: 3 clusters Score -3824266 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -3824364.750000 Penalty: 1018.806580
	Iteration 91Q: 3 clusters Score -3824365 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -3824437.000000 Penalty: 1018.806580
	Iteration 92Q: 3 clusters Score -3824437 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -3824509.500000 Penalty: 1018.806580
	Iteration 93Q: 3 clusters Score -3824510 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 71080 members 
Entering Unmasked Estep 
Score: -3824549.750000 Penalty: 1018.806580
	Iteration 94Q: 3 clusters Score -3824550 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -3824567.250000 Penalty: 1018.806580
	Iteration 95Q: 3 clusters Score -3824567 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 71352 members 
Entering Unmasked Estep 
Score: -3824598.000000 Penalty: 1018.806580
	Iteration 96Q: 3 clusters Score -3824598 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -3824615.500000 Penalty: 1018.806580
	Iteration 97Q: 3 clusters Score -3824616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -3824617.750000 Penalty: 1018.806580
	Iteration 98Q: 3 clusters Score -3824618 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -3824638.250000 Penalty: 1018.806580
	Iteration 99Q: 3 clusters Score -3824638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -3824648.500000 Penalty: 1018.806580
	Iteration 100F: 3 clusters Score -3824648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -3824667.500000 Penalty: 1018.806580
	Iteration 101Q: 3 clusters Score -3824668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -3824695.250000 Penalty: 1018.806580
	Iteration 102Q: 3 clusters Score -3824695 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 71879 members 
Entering Unmasked Estep 
Score: -3824713.750000 Penalty: 1018.806580
	Iteration 103Q: 3 clusters Score -3824714 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -3824729.250000 Penalty: 1018.806580
	Iteration 104Q: 3 clusters Score -3824729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -3824752.000000 Penalty: 1018.806580
	Iteration 105Q: 3 clusters Score -3824752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -3824772.000000 Penalty: 1018.806580
	Iteration 106Q: 3 clusters Score -3824772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -3824780.750000 Penalty: 1018.806580
	Iteration 107Q: 3 clusters Score -3824781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 72105 members 
Entering Unmasked Estep 
Score: -3824790.000000 Penalty: 1018.806580
	Iteration 108Q: 3 clusters Score -3824790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 72142 members 
Entering Unmasked Estep 
Score: -3824800.500000 Penalty: 1018.806580
	Iteration 109Q: 3 clusters Score -3824800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 72180 members 
Entering Unmasked Estep 
Score: -3824819.250000 Penalty: 1018.806580
	Iteration 110Q: 3 clusters Score -3824819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -3824820.250000 Penalty: 1018.806580
	Iteration 111Q: 3 clusters Score -3824820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -3824825.750000 Penalty: 1018.806580
	Iteration 112Q: 3 clusters Score -3824826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -3824832.000000 Penalty: 1018.806580
	Iteration 113Q: 3 clusters Score -3824832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 72242 members 
Entering Unmasked Estep 
Score: -3824833.250000 Penalty: 1018.806580
	Iteration 114Q: 3 clusters Score -3824833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 72249 members 
Entering Unmasked Estep 
Score: -3824835.500000 Penalty: 1018.806580
	Iteration 115Q: 3 clusters Score -3824836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -3824839.000000 Penalty: 1018.806580
	Iteration 116Q: 3 clusters Score -3824839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -3824842.500000 Penalty: 1018.806580
	Iteration 117Q: 3 clusters Score -3824842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -3824844.750000 Penalty: 1018.806580
	Iteration 118Q: 3 clusters Score -3824845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -3824847.000000 Penalty: 1018.806580
	Iteration 119Q: 3 clusters Score -3824847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -3824848.750000 Penalty: 1018.806580
	Iteration 120F: 3 clusters Score -3824849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -3824861.250000 Penalty: 1018.806580
	Iteration 121Q: 3 clusters Score -3824861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -3824872.000000 Penalty: 1018.806580
	Iteration 122Q: 3 clusters Score -3824872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -3824878.250000 Penalty: 1018.806580
	Iteration 123Q: 3 clusters Score -3824878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -3824883.750000 Penalty: 1018.806580
	Iteration 124Q: 3 clusters Score -3824884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -3824886.750000 Penalty: 1018.806580
	Iteration 125Q: 3 clusters Score -3824887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 72299 members 
Entering Unmasked Estep 
Score: -3824889.250000 Penalty: 1018.806580
	Iteration 126Q: 3 clusters Score -3824889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -3824894.000000 Penalty: 1018.806580
	Iteration 127Q: 3 clusters Score -3824894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -3824896.500000 Penalty: 1018.806580
	Iteration 128Q: 3 clusters Score -3824896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -3824897.750000 Penalty: 1018.806580
	Iteration 129Q: 3 clusters Score -3824898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 72321 members 
Entering Unmasked Estep 
Score: -3824902.250000 Penalty: 1018.806580
	Iteration 130Q: 3 clusters Score -3824902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 72328 members 
Entering Unmasked Estep 
Score: -3824901.500000 Penalty: 1018.806580
	Iteration 131Q: 3 clusters Score -3824902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -3824909.000000 Penalty: 1018.806580
	Iteration 132Q: 3 clusters Score -3824909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 72342 members 
Entering Unmasked Estep 
Score: -3824913.500000 Penalty: 1018.806580
	Iteration 133Q: 3 clusters Score -3824914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -3824913.750000 Penalty: 1018.806580
	Iteration 134Q: 3 clusters Score -3824914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -3824916.000000 Penalty: 1018.806580
	Iteration 135Q: 3 clusters Score -3824916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -3824921.000000 Penalty: 1018.806580
	Iteration 136Q: 3 clusters Score -3824921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -3824929.750000 Penalty: 1018.806580
	Iteration 137Q: 3 clusters Score -3824930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -3824934.750000 Penalty: 1018.806580
	Iteration 138Q: 3 clusters Score -3824935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -3824946.500000 Penalty: 1018.806580
	Iteration 139Q: 3 clusters Score -3824946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 72398 members 
Entering Unmasked Estep 
Score: -3824965.500000 Penalty: 1018.806580
	Iteration 140F: 3 clusters Score -3824966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -3824984.000000 Penalty: 1018.806580
	Iteration 141Q: 3 clusters Score -3824984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -3824996.750000 Penalty: 1018.806580
	Iteration 142Q: 3 clusters Score -3824997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -3825004.250000 Penalty: 1018.806580
	Iteration 143Q: 3 clusters Score -3825004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -3825010.250000 Penalty: 1018.806580
	Iteration 144Q: 3 clusters Score -3825010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -3825016.250000 Penalty: 1018.806580
	Iteration 145Q: 3 clusters Score -3825016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 72423 members 
Entering Unmasked Estep 
Score: -3825017.250000 Penalty: 1018.806580
	Iteration 146Q: 3 clusters Score -3825017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -3825019.000000 Penalty: 1018.806580
	Iteration 147Q: 3 clusters Score -3825019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -3825015.000000 Penalty: 1018.806580
	Iteration 148Q: 3 clusters Score -3825015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -3825017.750000 Penalty: 1018.806580
	Iteration 149Q: 3 clusters Score -3825018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -3825018.250000 Penalty: 1018.806580
	Iteration 150Q: 3 clusters Score -3825018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -3825019.500000 Penalty: 1018.806580
	Iteration 151Q: 3 clusters Score -3825020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -3825020.500000 Penalty: 1018.806580
	Iteration 152Q: 3 clusters Score -3825020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -3825021.250000 Penalty: 1018.806580
	Iteration 153Q: 3 clusters Score -3825021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 72427 members 
Entering Unmasked Estep 
Score: -3825018.500000 Penalty: 1018.806580
	Iteration 154Q: 3 clusters Score -3825018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -3825019.000000 Penalty: 1018.806580
	Iteration 155Q: 3 clusters Score -3825019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -3825019.500000 Penalty: 1018.806580
	Iteration 156Q: 3 clusters Score -3825020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -3825018.750000 Penalty: 1018.806580
	Iteration 157Q: 3 clusters Score -3825019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 72423 members 
Entering Unmasked Estep 
Score: -3825020.000000 Penalty: 1018.806580
	Iteration 158Q: 3 clusters Score -3825020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 72423 members 
Entering Unmasked Estep 
Score: -3825020.000000 Penalty: 1018.806580
	Iteration 159F: 3 clusters Score -3825020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 87853 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 111754 members 
Mstep: Class 6 contains 126506 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 14126 members 
Mstep: Class 11 contains 74824 members 
Mstep: Class 12 contains 13096 members 
Mstep: Class 13 contains 78793 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 91656 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 92205 members 
Mstep: Class 19 contains 86186 members 
Mstep: Class 20 contains 153368 members 
Mstep: Class 21 contains 71834 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 50220 members 
Mstep: Class 25 contains 8241 members 
Mstep: Class 26 contains 392 members 
Mstep: Class 27 contains 35959 members 
Mstep: Class 28 contains 4235 members 
Mstep: Class 29 contains 163252 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 5751 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 75528 members 
Mstep: Class 35 contains 174 members 
Mstep: Class 36 contains 87707 members 
Mstep: Class 37 contains 32515 members 
Mstep: Class 38 contains 538 members 
Mstep: Class 39 contains 1924 members 
Mstep: Class 40 contains 72423 members 
Entering Unmasked Estep 
Score: -87393392.000000 Penalty: 26142.113281
Splitting cluster 26 changes total score from -87392144.000000 to -87393392.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 27 (35959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Entering Unmasked Estep 
Score: -1964861.750000 Penalty: 477.301117
	Iteration 0F: 2 clusters Score -1964862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1940594.750000 Penalty: 954.602234
	Iteration 0F: 3 clusters Score -1940595 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1950813.000000 Penalty: 954.602234
	Iteration 1F: 3 clusters Score -1950813 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1951252.000000 Penalty: 954.602234
	Iteration 2Q: 3 clusters Score -1951252 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1951975.500000 Penalty: 954.602234
	Iteration 3Q: 3 clusters Score -1951976 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1953279.125000 Penalty: 954.602234
	Iteration 4F: 3 clusters Score -1953279 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1955362.500000 Penalty: 954.602234
	Iteration 5F: 3 clusters Score -1955362 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1957782.000000 Penalty: 954.602234
	Iteration 6F: 3 clusters Score -1957782 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1959593.875000 Penalty: 954.602234
	Iteration 7F: 3 clusters Score -1959594 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1960853.625000 Penalty: 954.602234
	Iteration 8Q: 3 clusters Score -1960854 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1961677.500000 Penalty: 954.602234
	Iteration 9Q: 3 clusters Score -1961678 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1962219.250000 Penalty: 954.602234
	Iteration 10Q: 3 clusters Score -1962219 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1962598.500000 Penalty: 954.602234
	Iteration 11Q: 3 clusters Score -1962598 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1962856.125000 Penalty: 954.602234
	Iteration 12Q: 3 clusters Score -1962856 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1963033.875000 Penalty: 954.602234
	Iteration 13Q: 3 clusters Score -1963034 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1963155.000000 Penalty: 954.602234
	Iteration 14Q: 3 clusters Score -1963155 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1963249.625000 Penalty: 954.602234
	Iteration 15Q: 3 clusters Score -1963250 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1963343.500000 Penalty: 954.602234
	Iteration 16Q: 3 clusters Score -1963344 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1963437.750000 Penalty: 954.602234
	Iteration 17Q: 3 clusters Score -1963438 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1963526.500000 Penalty: 954.602234
	Iteration 18Q: 3 clusters Score -1963526 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1963628.125000 Penalty: 954.602234
	Iteration 19Q: 3 clusters Score -1963628 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1963771.125000 Penalty: 954.602234
	Iteration 20F: 3 clusters Score -1963771 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1963912.500000 Penalty: 954.602234
	Iteration 21Q: 3 clusters Score -1963912 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1964067.250000 Penalty: 954.602234
	Iteration 22Q: 3 clusters Score -1964067 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1964142.250000 Penalty: 954.602234
	Iteration 23Q: 3 clusters Score -1964142 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1964170.875000 Penalty: 954.602234
	Iteration 24Q: 3 clusters Score -1964171 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1964184.000000 Penalty: 954.602234
	Iteration 25Q: 3 clusters Score -1964184 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1964184.125000 Penalty: 954.602234
	Iteration 26Q: 3 clusters Score -1964184 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1964193.000000 Penalty: 954.602234
	Iteration 27Q: 3 clusters Score -1964193 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1964199.375000 Penalty: 954.602234
	Iteration 28Q: 3 clusters Score -1964199 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1964201.250000 Penalty: 954.602234
	Iteration 29Q: 3 clusters Score -1964201 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1964205.875000 Penalty: 954.602234
	Iteration 30Q: 3 clusters Score -1964206 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1964217.250000 Penalty: 954.602234
	Iteration 31Q: 3 clusters Score -1964217 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1964216.750000 Penalty: 954.602234
	Iteration 32Q: 3 clusters Score -1964217 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1964227.750000 Penalty: 954.602234
	Iteration 33Q: 3 clusters Score -1964228 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1964225.625000 Penalty: 954.602234
	Iteration 34Q: 3 clusters Score -1964226 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1964229.250000 Penalty: 954.602234
	Iteration 35Q: 3 clusters Score -1964229 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1964234.750000 Penalty: 954.602234
	Iteration 36Q: 3 clusters Score -1964235 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1964231.500000 Penalty: 954.602234
	Iteration 37Q: 3 clusters Score -1964232 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1964234.625000 Penalty: 954.602234
	Iteration 38Q: 3 clusters Score -1964235 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1964237.750000 Penalty: 954.602234
	Iteration 39Q: 3 clusters Score -1964238 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1964240.875000 Penalty: 954.602234
	Iteration 40F: 3 clusters Score -1964241 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1964240.625000 Penalty: 954.602234
	Iteration 41Q: 3 clusters Score -1964241 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1964244.125000 Penalty: 954.602234
	Iteration 42Q: 3 clusters Score -1964244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1964249.750000 Penalty: 954.602234
	Iteration 43Q: 3 clusters Score -1964250 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1964250.875000 Penalty: 954.602234
	Iteration 44Q: 3 clusters Score -1964251 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1964253.250000 Penalty: 954.602234
	Iteration 45Q: 3 clusters Score -1964253 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1964259.500000 Penalty: 954.602234
	Iteration 46Q: 3 clusters Score -1964260 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1964264.250000 Penalty: 954.602234
	Iteration 47Q: 3 clusters Score -1964264 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1964272.375000 Penalty: 954.602234
	Iteration 48Q: 3 clusters Score -1964272 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1964272.625000 Penalty: 954.602234
	Iteration 49Q: 3 clusters Score -1964273 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1964281.375000 Penalty: 954.602234
	Iteration 50Q: 3 clusters Score -1964281 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1964283.125000 Penalty: 954.602234
	Iteration 51Q: 3 clusters Score -1964283 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1964287.250000 Penalty: 954.602234
	Iteration 52Q: 3 clusters Score -1964287 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1964305.000000 Penalty: 954.602234
	Iteration 53Q: 3 clusters Score -1964305 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1964306.000000 Penalty: 954.602234
	Iteration 54Q: 3 clusters Score -1964306 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1964312.000000 Penalty: 954.602234
	Iteration 55Q: 3 clusters Score -1964312 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1964322.375000 Penalty: 954.602234
	Iteration 56Q: 3 clusters Score -1964322 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1964339.875000 Penalty: 954.602234
	Iteration 57Q: 3 clusters Score -1964340 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1964343.125000 Penalty: 954.602234
	Iteration 58Q: 3 clusters Score -1964343 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1964350.875000 Penalty: 954.602234
	Iteration 59Q: 3 clusters Score -1964351 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1964373.250000 Penalty: 954.602234
	Iteration 60F: 3 clusters Score -1964373 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1964372.500000 Penalty: 954.602234
	Iteration 61Q: 3 clusters Score -1964372 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1964373.250000 Penalty: 954.602234
	Iteration 62Q: 3 clusters Score -1964373 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1964390.375000 Penalty: 954.602234
	Iteration 63Q: 3 clusters Score -1964390 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1964398.125000 Penalty: 954.602234
	Iteration 64Q: 3 clusters Score -1964398 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1964407.750000 Penalty: 954.602234
	Iteration 65Q: 3 clusters Score -1964408 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1964425.750000 Penalty: 954.602234
	Iteration 66Q: 3 clusters Score -1964426 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1964420.125000 Penalty: 954.602234
	Iteration 67Q: 3 clusters Score -1964420 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1964428.250000 Penalty: 954.602234
	Iteration 68Q: 3 clusters Score -1964428 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1964436.250000 Penalty: 954.602234
	Iteration 69Q: 3 clusters Score -1964436 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1964448.750000 Penalty: 954.602234
	Iteration 70Q: 3 clusters Score -1964449 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1964455.125000 Penalty: 954.602234
	Iteration 71Q: 3 clusters Score -1964455 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1964464.625000 Penalty: 954.602234
	Iteration 72Q: 3 clusters Score -1964465 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1964469.875000 Penalty: 954.602234
	Iteration 73Q: 3 clusters Score -1964470 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1964475.250000 Penalty: 954.602234
	Iteration 74Q: 3 clusters Score -1964475 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1964475.500000 Penalty: 954.602234
	Iteration 75Q: 3 clusters Score -1964476 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1964476 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1964482.750000 Penalty: 954.602234
	Iteration 77Q: 3 clusters Score -1964483 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1964484.500000 Penalty: 954.602234
	Iteration 78Q: 3 clusters Score -1964484 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1964480.375000 Penalty: 954.602234
	Iteration 79Q: 3 clusters Score -1964480 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1964477.125000 Penalty: 954.602234
	Iteration 80F: 3 clusters Score -1964477 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1964480.000000 Penalty: 954.602234
	Iteration 81Q: 3 clusters Score -1964480 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1964478.375000 Penalty: 954.602234
	Iteration 82Q: 3 clusters Score -1964478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1964474.375000 Penalty: 954.602234
	Iteration 83Q: 3 clusters Score -1964474 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1964463.125000 Penalty: 954.602234
	Iteration 84Q: 3 clusters Score -1964463 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1964463.625000 Penalty: 954.602234
	Iteration 85Q: 3 clusters Score -1964464 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1964475 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1964467.625000 Penalty: 954.602234
	Iteration 87Q: 3 clusters Score -1964468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1964471.125000 Penalty: 954.602234
	Iteration 88Q: 3 clusters Score -1964471 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1964468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1964468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1964467 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -1964476.625000 Penalty: 954.602234
	Iteration 92Q: 3 clusters Score -1964477 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1964466.625000 Penalty: 954.602234
	Iteration 93Q: 3 clusters Score -1964467 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1964470 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1964468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1964466 nChanged 81
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Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1964466 nChanged 99
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Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1964470 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1964476.250000 Penalty: 954.602234
	Iteration 99Q: 3 clusters Score -1964476 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1964472.250000 Penalty: 954.602234
	Iteration 100F: 3 clusters Score -1964472 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1964465 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1964469 nChanged 115
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Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1964466 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1964468.000000 Penalty: 954.602234
	Iteration 104Q: 3 clusters Score -1964468 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1964472.375000 Penalty: 954.602234
	Iteration 105Q: 3 clusters Score -1964472 nChanged 103
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Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -1964473.125000 Penalty: 954.602234
	Iteration 106Q: 3 clusters Score -1964473 nChanged 101
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Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -1964475.875000 Penalty: 954.602234
	Iteration 107Q: 3 clusters Score -1964476 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1964474 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1964476 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1964470 nChanged 59
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Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1964475 nChanged 57
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Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 18960 members 
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Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 19015 members 
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Mstep: Class 1 contains 16884 members 
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Mstep: Class 1 contains 16825 members 
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Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 19185 members 
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Mstep: Class 1 contains 16732 members 
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Mstep: Class 1 contains 16686 members 
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	Iteration 120F: 3 clusters Score -1964462 nChanged 61
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Mstep: Class 1 contains 16519 members 
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Mstep: Class 1 contains 16394 members 
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Mstep: Class 2 contains 19677 members 
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Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 19726 members 
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Mstep: Class 1 contains 16181 members 
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	Iteration 154Q: 3 clusters Score -1964418 nChanged 59
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	Iteration 158Q: 3 clusters Score -1964413 nChanged 98
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	Iteration 159Q: 3 clusters Score -1964421 nChanged 85
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	Iteration 160F: 3 clusters Score -1964419 nChanged 88
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	Iteration 161Q: 3 clusters Score -1964422 nChanged 94
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	Iteration 162Q: 3 clusters Score -1964421 nChanged 128
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	Iteration 163Q: 3 clusters Score -1964430 nChanged 131
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	Iteration 164Q: 3 clusters Score -1964435 nChanged 146
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	Iteration 180F: 3 clusters Score -1964440 nChanged 93
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	Iteration 181Q: 3 clusters Score -1964435 nChanged 98
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	Iteration 193Q: 3 clusters Score -1964429 nChanged 84
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	Iteration 194Q: 3 clusters Score -1964425 nChanged 96
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	Iteration 197Q: 3 clusters Score -1964423 nChanged 105
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	Iteration 198Q: 3 clusters Score -1964432 nChanged 91
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	Iteration 199Q: 3 clusters Score -1964437 nChanged 83
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	Iteration 200F: 3 clusters Score -1964434 nChanged 88
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Mstep: Class 1 contains 10140 members 
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Mstep: Class 1 contains 10073 members 
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	Iteration 202Q: 3 clusters Score -1964437 nChanged 67
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	Iteration 203Q: 3 clusters Score -1964438 nChanged 81
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Mstep: Class 1 contains 9925 members 
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	Iteration 204Q: 3 clusters Score -1964433 nChanged 68
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Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -1964434.125000 Penalty: 954.602234
	Iteration 205Q: 3 clusters Score -1964434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -1964434.500000 Penalty: 954.602234
	Iteration 206Q: 3 clusters Score -1964434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -1964433.875000 Penalty: 954.602234
	Iteration 207Q: 3 clusters Score -1964434 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -1964432.625000 Penalty: 954.602234
	Iteration 208Q: 3 clusters Score -1964433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -1964432.250000 Penalty: 954.602234
	Iteration 209Q: 3 clusters Score -1964432 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -1964430.500000 Penalty: 954.602234
	Iteration 210Q: 3 clusters Score -1964430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -1964436.000000 Penalty: 954.602234
	Iteration 211Q: 3 clusters Score -1964436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -1964436.625000 Penalty: 954.602234
	Iteration 212Q: 3 clusters Score -1964437 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -1964442.125000 Penalty: 954.602234
	Iteration 213Q: 3 clusters Score -1964442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -1964436.625000 Penalty: 954.602234
	Iteration 214Q: 3 clusters Score -1964437 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -1964440.125000 Penalty: 954.602234
	Iteration 215Q: 3 clusters Score -1964440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -1964433.750000 Penalty: 954.602234
	Iteration 216Q: 3 clusters Score -1964434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -1964435.125000 Penalty: 954.602234
	Iteration 217Q: 3 clusters Score -1964435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -1964436.125000 Penalty: 954.602234
	Iteration 218Q: 3 clusters Score -1964436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -1964435.125000 Penalty: 954.602234
	Iteration 219Q: 3 clusters Score -1964435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -1964436.125000 Penalty: 954.602234
	Iteration 220F: 3 clusters Score -1964436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -1964437.375000 Penalty: 954.602234
	Iteration 221Q: 3 clusters Score -1964437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -1964433.875000 Penalty: 954.602234
	Iteration 222Q: 3 clusters Score -1964434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -1964435.875000 Penalty: 954.602234
	Iteration 223Q: 3 clusters Score -1964436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -1964439.875000 Penalty: 954.602234
	Iteration 224Q: 3 clusters Score -1964440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -1964441.375000 Penalty: 954.602234
	Iteration 225Q: 3 clusters Score -1964441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -1964442.375000 Penalty: 954.602234
	Iteration 226Q: 3 clusters Score -1964442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -1964445.250000 Penalty: 954.602234
	Iteration 227Q: 3 clusters Score -1964445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -1964445.625000 Penalty: 954.602234
	Iteration 228Q: 3 clusters Score -1964446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -1964438.250000 Penalty: 954.602234
	Iteration 229Q: 3 clusters Score -1964438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -1964436.125000 Penalty: 954.602234
	Iteration 230Q: 3 clusters Score -1964436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -1964440.125000 Penalty: 954.602234
	Iteration 231Q: 3 clusters Score -1964440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -1964438.750000 Penalty: 954.602234
	Iteration 232Q: 3 clusters Score -1964439 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -1964437.500000 Penalty: 954.602234
	Iteration 233Q: 3 clusters Score -1964438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -1964436.000000 Penalty: 954.602234
	Iteration 234Q: 3 clusters Score -1964436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -1964442.250000 Penalty: 954.602234
	Iteration 235Q: 3 clusters Score -1964442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -1964440.125000 Penalty: 954.602234
	Iteration 236Q: 3 clusters Score -1964440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -1964442.625000 Penalty: 954.602234
	Iteration 237Q: 3 clusters Score -1964443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -1964445.750000 Penalty: 954.602234
	Iteration 238Q: 3 clusters Score -1964446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -1964440.125000 Penalty: 954.602234
	Iteration 239Q: 3 clusters Score -1964440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -1964433.125000 Penalty: 954.602234
	Iteration 240F: 3 clusters Score -1964433 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -1964429.250000 Penalty: 954.602234
	Iteration 241Q: 3 clusters Score -1964429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -1964432.375000 Penalty: 954.602234
	Iteration 242Q: 3 clusters Score -1964432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -1964423.250000 Penalty: 954.602234
	Iteration 243Q: 3 clusters Score -1964423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -1964427.250000 Penalty: 954.602234
	Iteration 244Q: 3 clusters Score -1964427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -1964427.375000 Penalty: 954.602234
	Iteration 245Q: 3 clusters Score -1964427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -1964425.250000 Penalty: 954.602234
	Iteration 246Q: 3 clusters Score -1964425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -1964428.375000 Penalty: 954.602234
	Iteration 247Q: 3 clusters Score -1964428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -1964428.250000 Penalty: 954.602234
	Iteration 248Q: 3 clusters Score -1964428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -1964425.250000 Penalty: 954.602234
	Iteration 249Q: 3 clusters Score -1964425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -1964420.250000 Penalty: 954.602234
	Iteration 250Q: 3 clusters Score -1964420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -1964417.125000 Penalty: 954.602234
	Iteration 251Q: 3 clusters Score -1964417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -1964416.250000 Penalty: 954.602234
	Iteration 252Q: 3 clusters Score -1964416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -1964420.875000 Penalty: 954.602234
	Iteration 253Q: 3 clusters Score -1964421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -1964425.500000 Penalty: 954.602234
	Iteration 254Q: 3 clusters Score -1964426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -1964419.250000 Penalty: 954.602234
	Iteration 255Q: 3 clusters Score -1964419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -1964421.250000 Penalty: 954.602234
	Iteration 256Q: 3 clusters Score -1964421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -1964422.750000 Penalty: 954.602234
	Iteration 257Q: 3 clusters Score -1964423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -1964426.500000 Penalty: 954.602234
	Iteration 258Q: 3 clusters Score -1964426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -1964426.500000 Penalty: 954.602234
	Iteration 259Q: 3 clusters Score -1964426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -1964426.000000 Penalty: 954.602234
	Iteration 260F: 3 clusters Score -1964426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -1964428.375000 Penalty: 954.602234
	Iteration 261Q: 3 clusters Score -1964428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -1964426.000000 Penalty: 954.602234
	Iteration 262Q: 3 clusters Score -1964426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -1964426.625000 Penalty: 954.602234
	Iteration 263Q: 3 clusters Score -1964427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -1964427.125000 Penalty: 954.602234
	Iteration 264Q: 3 clusters Score -1964427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -1964424.000000 Penalty: 954.602234
	Iteration 265Q: 3 clusters Score -1964424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -1964425.125000 Penalty: 954.602234
	Iteration 266Q: 3 clusters Score -1964425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -1964426.875000 Penalty: 954.602234
	Iteration 267Q: 3 clusters Score -1964427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -1964421.750000 Penalty: 954.602234
	Iteration 268Q: 3 clusters Score -1964422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -1964422.625000 Penalty: 954.602234
	Iteration 269Q: 3 clusters Score -1964423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -1964420.250000 Penalty: 954.602234
	Iteration 270Q: 3 clusters Score -1964420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -1964420.000000 Penalty: 954.602234
	Iteration 271Q: 3 clusters Score -1964420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -1964419.625000 Penalty: 954.602234
	Iteration 272Q: 3 clusters Score -1964420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -1964417.000000 Penalty: 954.602234
	Iteration 273Q: 3 clusters Score -1964417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -1964418.125000 Penalty: 954.602234
	Iteration 274Q: 3 clusters Score -1964418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -1964417.000000 Penalty: 954.602234
	Iteration 275Q: 3 clusters Score -1964417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -1964417.500000 Penalty: 954.602234
	Iteration 276Q: 3 clusters Score -1964418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -1964417.000000 Penalty: 954.602234
	Iteration 277Q: 3 clusters Score -1964417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -1964417.000000 Penalty: 954.602234
	Iteration 278F: 3 clusters Score -1964417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -219848.656250 Penalty: 379.976837
	Iteration 0F: 2 clusters Score -219848.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -216887.156250 Penalty: 759.953674
	Iteration 0F: 3 clusters Score -216887.2 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -218001.234375 Penalty: 759.953674
	Iteration 1F: 3 clusters Score -218001.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -218091.953125 Penalty: 759.953674
	Iteration 2F: 3 clusters Score -218092 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -218182.765625 Penalty: 759.953674
	Iteration 3Q: 3 clusters Score -218182.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -218312.078125 Penalty: 759.953674
	Iteration 4F: 3 clusters Score -218312.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -218455.109375 Penalty: 759.953674
	Iteration 5F: 3 clusters Score -218455.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -218616.171875 Penalty: 759.953674
	Iteration 6F: 3 clusters Score -218616.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -218840.750000 Penalty: 759.953674
	Iteration 7F: 3 clusters Score -218840.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -219088.687500 Penalty: 759.953674
	Iteration 8F: 3 clusters Score -219088.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -219296.296875 Penalty: 759.953674
	Iteration 9F: 3 clusters Score -219296.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -219411.734375 Penalty: 759.953674
	Iteration 10Q: 3 clusters Score -219411.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -219467.796875 Penalty: 759.953674
	Iteration 11Q: 3 clusters Score -219467.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -219495.718750 Penalty: 759.953674
	Iteration 12Q: 3 clusters Score -219495.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -219514.828125 Penalty: 759.953674
	Iteration 13Q: 3 clusters Score -219514.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -219527.484375 Penalty: 759.953674
	Iteration 14Q: 3 clusters Score -219527.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -219536.625000 Penalty: 759.953674
	Iteration 15Q: 3 clusters Score -219536.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -219542.343750 Penalty: 759.953674
	Iteration 16Q: 3 clusters Score -219542.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -219545.109375 Penalty: 759.953674
	Iteration 17Q: 3 clusters Score -219545.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -219545.828125 Penalty: 759.953674
	Iteration 18Q: 3 clusters Score -219545.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -219547.281250 Penalty: 759.953674
	Iteration 19Q: 3 clusters Score -219547.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -219547.703125 Penalty: 759.953674
	Iteration 20F: 3 clusters Score -219547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -219548.281250 Penalty: 759.953674
	Iteration 21Q: 3 clusters Score -219548.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -219548.531250 Penalty: 759.953674
	Iteration 22Q: 3 clusters Score -219548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -219548.500000 Penalty: 759.953674
	Iteration 23Q: 3 clusters Score -219548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -219548.609375 Penalty: 759.953674
	Iteration 24Q: 3 clusters Score -219548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -219548.953125 Penalty: 759.953674
	Iteration 25Q: 3 clusters Score -219549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -219549.140625 Penalty: 759.953674
	Iteration 26Q: 3 clusters Score -219549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -219549.234375 Penalty: 759.953674
	Iteration 27Q: 3 clusters Score -219549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -219549.250000 Penalty: 759.953674
	Iteration 28Q: 3 clusters Score -219549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -219549.250000 Penalty: 759.953674
	Iteration 29F: 3 clusters Score -219549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (163252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163252 members 
Entering Unmasked Estep 
Score: -8492497.000000 Penalty: 546.138794
	Iteration 0F: 2 clusters Score -8492497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -8384185.000000 Penalty: 1092.277588
	Iteration 0F: 3 clusters Score -8384185 nChanged 80196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -8433983.000000 Penalty: 1092.277588
	Iteration 1F: 3 clusters Score -8433983 nChanged 8765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 104216 members 
Entering Unmasked Estep 
Score: -8437719.000000 Penalty: 1092.277588
	Iteration 2F: 3 clusters Score -8437719 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 116748 members 
Entering Unmasked Estep 
Score: -8445756.000000 Penalty: 1092.277588
	Iteration 3F: 3 clusters Score -8445756 nChanged 16196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 132942 members 
Entering Unmasked Estep 
Score: -8459938.000000 Penalty: 1092.277588
	Iteration 4F: 3 clusters Score -8459938 nChanged 16228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -8477178.000000 Penalty: 1092.277588
	Iteration 5F: 3 clusters Score -8477178 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 159295 members 
Entering Unmasked Estep 
Score: -8488620.000000 Penalty: 1092.277588
	Iteration 6F: 3 clusters Score -8488620 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 162577 members 
Entering Unmasked Estep 
Score: -8491501.000000 Penalty: 1092.277588
	Iteration 7Q: 3 clusters Score -8491501 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 163122 members 
Entering Unmasked Estep 
Score: -8491955.000000 Penalty: 1092.277588
	Iteration 8Q: 3 clusters Score -8491955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 163191 members 
Entering Unmasked Estep 
Score: -8492054.000000 Penalty: 1092.277588
	Iteration 9Q: 3 clusters Score -8492054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 163192 members 
Entering Unmasked Estep 
Score: -8492105.000000 Penalty: 1092.277588
	Iteration 10Q: 3 clusters Score -8492105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 163185 members 
Entering Unmasked Estep 
Score: -8492137.000000 Penalty: 1092.277588
	Iteration 11Q: 3 clusters Score -8492137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 163181 members 
Entering Unmasked Estep 
Score: -8492153.000000 Penalty: 1092.277588
	Iteration 12Q: 3 clusters Score -8492153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 163177 members 
Entering Unmasked Estep 
Score: -8492158.000000 Penalty: 1092.277588
	Iteration 13Q: 3 clusters Score -8492158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -8492162.000000 Penalty: 1092.277588
	Iteration 14Q: 3 clusters Score -8492162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 163168 members 
Entering Unmasked Estep 
Score: -8492177.000000 Penalty: 1092.277588
	Iteration 15Q: 3 clusters Score -8492177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 163166 members 
Entering Unmasked Estep 
Score: -8492184.000000 Penalty: 1092.277588
	Iteration 16Q: 3 clusters Score -8492184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 163165 members 
Entering Unmasked Estep 
Score: -8492186.000000 Penalty: 1092.277588
	Iteration 17Q: 3 clusters Score -8492186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 163165 members 
Entering Unmasked Estep 
Score: -8492188.000000 Penalty: 1092.277588
	Iteration 18F: 3 clusters Score -8492188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 163164 members 
Entering Unmasked Estep 
Score: -8492189.000000 Penalty: 1092.277588
	Iteration 19Q: 3 clusters Score -8492189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 163164 members 
Entering Unmasked Estep 
Score: -8492189.000000 Penalty: 1092.277588
	Iteration 20F: 3 clusters Score -8492189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 163163 members 
Entering Unmasked Estep 
Score: -8492191.000000 Penalty: 1092.277588
	Iteration 21Q: 3 clusters Score -8492191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 163162 members 
Entering Unmasked Estep 
Score: -8492191.000000 Penalty: 1092.277588
	Iteration 22Q: 3 clusters Score -8492191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 163161 members 
Entering Unmasked Estep 
Score: -8492189.000000 Penalty: 1092.277588
	Iteration 23Q: 3 clusters Score -8492189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 163161 members 
Entering Unmasked Estep 
Score: -8492189.000000 Penalty: 1092.277588
	Iteration 24F: 3 clusters Score -8492189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -18686.910156 Penalty: 270.277802
	Iteration 0F: 2 clusters Score -18686.91 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 201 members 
Entering Unmasked Estep 
Score: -18268.693359 Penalty: 540.555603
	Iteration 0F: 3 clusters Score -18268.69 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18372.396484 Penalty: 540.555603
	Iteration 1F: 3 clusters Score -18372.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -18414.480469 Penalty: 540.555603
	Iteration 2F: 3 clusters Score -18414.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -18447.386719 Penalty: 540.555603
	Iteration 3F: 3 clusters Score -18447.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18465.677734 Penalty: 540.555603
	Iteration 4Q: 3 clusters Score -18465.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -18478.957031 Penalty: 540.555603
	Iteration 5Q: 3 clusters Score -18478.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18483.898438 Penalty: 540.555603
	Iteration 6Q: 3 clusters Score -18483.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -18490.496094 Penalty: 540.555603
	Iteration 7Q: 3 clusters Score -18490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -18492.542969 Penalty: 540.555603
	Iteration 8Q: 3 clusters Score -18492.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -18493.568359 Penalty: 540.555603
	Iteration 9Q: 3 clusters Score -18493.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18496.029297 Penalty: 540.555603
	Iteration 10Q: 3 clusters Score -18496.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -18496.029297 Penalty: 540.555603
	Iteration 11F: 3 clusters Score -18496.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -71468.273438 Penalty: 328.293427
	Iteration 0F: 2 clusters Score -71468.27 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 653 members 
Entering Unmasked Estep 
Score: -70472.421875 Penalty: 656.586853
	Iteration 0F: 3 clusters Score -70472.42 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -70901.593750 Penalty: 656.586853
	Iteration 1F: 3 clusters Score -70901.59 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71077.914062 Penalty: 656.586853
	Iteration 2F: 3 clusters Score -71077.91 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71203.890625 Penalty: 656.586853
	Iteration 3F: 3 clusters Score -71203.89 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71268.867188 Penalty: 656.586853
	Iteration 4F: 3 clusters Score -71268.87 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71304.867188 Penalty: 656.586853
	Iteration 5Q: 3 clusters Score -71304.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71321.179688 Penalty: 656.586853
	Iteration 6Q: 3 clusters Score -71321.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71329.562500 Penalty: 656.586853
	Iteration 7Q: 3 clusters Score -71329.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71335.335938 Penalty: 656.586853
	Iteration 8Q: 3 clusters Score -71335.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71341.320312 Penalty: 656.586853
	Iteration 9Q: 3 clusters Score -71341.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71342.648438 Penalty: 656.586853
	Iteration 10Q: 3 clusters Score -71342.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71343.625000 Penalty: 656.586853
	Iteration 11Q: 3 clusters Score -71343.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71344.695312 Penalty: 656.586853
	Iteration 12Q: 3 clusters Score -71344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71345.468750 Penalty: 656.586853
	Iteration 13Q: 3 clusters Score -71345.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -71346.914062 Penalty: 656.586853
	Iteration 14Q: 3 clusters Score -71346.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71349.773438 Penalty: 656.586853
	Iteration 15Q: 3 clusters Score -71349.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71354.429688 Penalty: 656.586853
	Iteration 16Q: 3 clusters Score -71354.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71358.843750 Penalty: 656.586853
	Iteration 17Q: 3 clusters Score -71358.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71359.187500 Penalty: 656.586853
	Iteration 18Q: 3 clusters Score -71359.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71359.187500 Penalty: 656.586853
	Iteration 19F: 3 clusters Score -71359.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Entering Unmasked Estep 
Score: -710200.625000 Penalty: 431.193176
	Iteration 0F: 2 clusters Score -710200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -701481.312500 Penalty: 862.386353
	Iteration 0F: 3 clusters Score -701481.3 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -705058.062500 Penalty: 862.386353
	Iteration 1F: 3 clusters Score -705058.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -705365.062500 Penalty: 862.386353
	Iteration 2F: 3 clusters Score -705365.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -705745.750000 Penalty: 862.386353
	Iteration 3F: 3 clusters Score -705745.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -706237.500000 Penalty: 862.386353
	Iteration 4F: 3 clusters Score -706237.5 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -706726.875000 Penalty: 862.386353
	Iteration 5F: 3 clusters Score -706726.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -707114.375000 Penalty: 862.386353
	Iteration 6F: 3 clusters Score -707114.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -707283.187500 Penalty: 862.386353
	Iteration 7Q: 3 clusters Score -707283.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -707332.312500 Penalty: 862.386353
	Iteration 8Q: 3 clusters Score -707332.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -707354.812500 Penalty: 862.386353
	Iteration 9Q: 3 clusters Score -707354.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -707370.250000 Penalty: 862.386353
	Iteration 10Q: 3 clusters Score -707370.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -707382.312500 Penalty: 862.386353
	Iteration 11Q: 3 clusters Score -707382.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -707393.375000 Penalty: 862.386353
	Iteration 12Q: 3 clusters Score -707393.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -707406.375000 Penalty: 862.386353
	Iteration 13Q: 3 clusters Score -707406.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -707418.000000 Penalty: 862.386353
	Iteration 14Q: 3 clusters Score -707418 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -707431.062500 Penalty: 862.386353
	Iteration 15Q: 3 clusters Score -707431.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -707443.875000 Penalty: 862.386353
	Iteration 16Q: 3 clusters Score -707443.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -707460.000000 Penalty: 862.386353
	Iteration 17Q: 3 clusters Score -707460 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -707475.250000 Penalty: 862.386353
	Iteration 18Q: 3 clusters Score -707475.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -707489.250000 Penalty: 862.386353
	Iteration 19Q: 3 clusters Score -707489.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -707510.125000 Penalty: 862.386353
	Iteration 20F: 3 clusters Score -707510.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -707534.062500 Penalty: 862.386353
	Iteration 21Q: 3 clusters Score -707534.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -707557.062500 Penalty: 862.386353
	Iteration 22Q: 3 clusters Score -707557.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -707583.062500 Penalty: 862.386353
	Iteration 23Q: 3 clusters Score -707583.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -707601.062500 Penalty: 862.386353
	Iteration 24Q: 3 clusters Score -707601.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -707616.937500 Penalty: 862.386353
	Iteration 25Q: 3 clusters Score -707616.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -707631.812500 Penalty: 862.386353
	Iteration 26Q: 3 clusters Score -707631.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -707646.375000 Penalty: 862.386353
	Iteration 27Q: 3 clusters Score -707646.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -707665.500000 Penalty: 862.386353
	Iteration 28Q: 3 clusters Score -707665.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -707693.125000 Penalty: 862.386353
	Iteration 29Q: 3 clusters Score -707693.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -707710.000000 Penalty: 862.386353
	Iteration 30Q: 3 clusters Score -707710 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -707733.812500 Penalty: 862.386353
	Iteration 31Q: 3 clusters Score -707733.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -707773.625000 Penalty: 862.386353
	Iteration 32Q: 3 clusters Score -707773.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -707811.875000 Penalty: 862.386353
	Iteration 33Q: 3 clusters Score -707811.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -707852.250000 Penalty: 862.386353
	Iteration 34Q: 3 clusters Score -707852.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -707900.062500 Penalty: 862.386353
	Iteration 35Q: 3 clusters Score -707900.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -707963.375000 Penalty: 862.386353
	Iteration 36Q: 3 clusters Score -707963.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -708018.375000 Penalty: 862.386353
	Iteration 37Q: 3 clusters Score -708018.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -708074.437500 Penalty: 862.386353
	Iteration 38Q: 3 clusters Score -708074.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -708136.187500 Penalty: 862.386353
	Iteration 39Q: 3 clusters Score -708136.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -708213.000000 Penalty: 862.386353
	Iteration 40F: 3 clusters Score -708213 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -708286.875000 Penalty: 862.386353
	Iteration 41Q: 3 clusters Score -708286.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -708368.187500 Penalty: 862.386353
	Iteration 42Q: 3 clusters Score -708368.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -708459.750000 Penalty: 862.386353
	Iteration 43Q: 3 clusters Score -708459.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -708553.375000 Penalty: 862.386353
	Iteration 44Q: 3 clusters Score -708553.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -708681.500000 Penalty: 862.386353
	Iteration 45Q: 3 clusters Score -708681.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -708840.125000 Penalty: 862.386353
	Iteration 46Q: 3 clusters Score -708840.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -708986.312500 Penalty: 862.386353
	Iteration 47Q: 3 clusters Score -708986.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -709145.187500 Penalty: 862.386353
	Iteration 48Q: 3 clusters Score -709145.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -709278.250000 Penalty: 862.386353
	Iteration 49Q: 3 clusters Score -709278.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -709394.937500 Penalty: 862.386353
	Iteration 50Q: 3 clusters Score -709394.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -709497.250000 Penalty: 862.386353
	Iteration 51Q: 3 clusters Score -709497.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -709589.562500 Penalty: 862.386353
	Iteration 52Q: 3 clusters Score -709589.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -709642.875000 Penalty: 862.386353
	Iteration 53Q: 3 clusters Score -709642.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -709687.875000 Penalty: 862.386353
	Iteration 54Q: 3 clusters Score -709687.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -709722.437500 Penalty: 862.386353
	Iteration 55Q: 3 clusters Score -709722.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -709754.750000 Penalty: 862.386353
	Iteration 56Q: 3 clusters Score -709754.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -709772.125000 Penalty: 862.386353
	Iteration 57Q: 3 clusters Score -709772.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -709784.312500 Penalty: 862.386353
	Iteration 58Q: 3 clusters Score -709784.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -709795.062500 Penalty: 862.386353
	Iteration 59Q: 3 clusters Score -709795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -709799.687500 Penalty: 862.386353
	Iteration 60F: 3 clusters Score -709799.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -709807.000000 Penalty: 862.386353
	Iteration 61Q: 3 clusters Score -709807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -709808.625000 Penalty: 862.386353
	Iteration 62Q: 3 clusters Score -709808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -709810.375000 Penalty: 862.386353
	Iteration 63Q: 3 clusters Score -709810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -709813.937500 Penalty: 862.386353
	Iteration 64Q: 3 clusters Score -709813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -709814.875000 Penalty: 862.386353
	Iteration 65Q: 3 clusters Score -709814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -709815.125000 Penalty: 862.386353
	Iteration 66Q: 3 clusters Score -709815.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -709815.125000 Penalty: 862.386353
	Iteration 67F: 3 clusters Score -709815.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (75528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Entering Unmasked Estep 
Score: -3998285.750000 Penalty: 511.067780
	Iteration 0F: 2 clusters Score -3998286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -3947380.500000 Penalty: 1022.135559
	Iteration 0F: 3 clusters Score -3947380 nChanged 36781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3970168.500000 Penalty: 1022.135559
	Iteration 1F: 3 clusters Score -3970168 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3973146.000000 Penalty: 1022.135559
	Iteration 2F: 3 clusters Score -3973146 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56668 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -3978472.000000 Penalty: 1022.135559
	Iteration 3F: 3 clusters Score -3978472 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3986247.000000 Penalty: 1022.135559
	Iteration 4F: 3 clusters Score -3986247 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70921 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3993363.000000 Penalty: 1022.135559
	Iteration 5F: 3 clusters Score -3993363 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3996657.750000 Penalty: 1022.135559
	Iteration 6Q: 3 clusters Score -3996658 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75108 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3997541.000000 Penalty: 1022.135559
	Iteration 7Q: 3 clusters Score -3997541 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3997766.750000 Penalty: 1022.135559
	Iteration 8Q: 3 clusters Score -3997767 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3997823.500000 Penalty: 1022.135559
	Iteration 9Q: 3 clusters Score -3997824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3997847.250000 Penalty: 1022.135559
	Iteration 10Q: 3 clusters Score -3997847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3997862.750000 Penalty: 1022.135559
	Iteration 11Q: 3 clusters Score -3997863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -3997883.500000 Penalty: 1022.135559
	Iteration 12Q: 3 clusters Score -3997884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3997905.250000 Penalty: 1022.135559
	Iteration 13Q: 3 clusters Score -3997905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3997916.500000 Penalty: 1022.135559
	Iteration 14Q: 3 clusters Score -3997916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75397 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3997933.750000 Penalty: 1022.135559
	Iteration 15Q: 3 clusters Score -3997934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3997949.750000 Penalty: 1022.135559
	Iteration 16Q: 3 clusters Score -3997950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75380 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -3997951.500000 Penalty: 1022.135559
	Iteration 17Q: 3 clusters Score -3997952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3997956.000000 Penalty: 1022.135559
	Iteration 18Q: 3 clusters Score -3997956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3997966.250000 Penalty: 1022.135559
	Iteration 19Q: 3 clusters Score -3997966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3997965.000000 Penalty: 1022.135559
	Iteration 20F: 3 clusters Score -3997965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3997964.750000 Penalty: 1022.135559
	Iteration 21Q: 3 clusters Score -3997965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3997968.250000 Penalty: 1022.135559
	Iteration 22Q: 3 clusters Score -3997968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3997972.000000 Penalty: 1022.135559
	Iteration 23Q: 3 clusters Score -3997972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -3997972.000000 Penalty: 1022.135559
	Iteration 24F: 3 clusters Score -3997972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119540 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 87853 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 111754 members 
Mstep: Class 6 contains 126506 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 1753 members 
Mstep: Class 10 contains 14126 members 
Mstep: Class 11 contains 74824 members 
Mstep: Class 12 contains 13096 members 
Mstep: Class 13 contains 78793 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 91656 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 10695 members 
Mstep: Class 18 contains 92205 members 
Mstep: Class 19 contains 86186 members 
Mstep: Class 20 contains 153368 members 
Mstep: Class 21 contains 71834 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 50220 members 
Mstep: Class 25 contains 8241 members 
Mstep: Class 26 contains 392 members 
Mstep: Class 27 contains 35959 members 
Mstep: Class 28 contains 4235 members 
Mstep: Class 29 contains 163252 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 33 contains 13053 members 
Mstep: Class 34 contains 75528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87396312.000000 Penalty: 26142.113281
Iteration 159Q: 41 clusters Score -8.739631e+07 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 119144 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 88908 members 
Mstep: Class 4 contains 10495 members 
Mstep: Class 5 contains 112527 members 
Mstep: Class 6 contains 126687 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 9 contains 1748 members 
Mstep: Class 10 contains 14494 members 
Mstep: Class 11 contains 73133 members 
Mstep: Class 12 contains 13138 members 
Mstep: Class 13 contains 78472 members 
Mstep: Class 14 contains 12048 members 
Mstep: Class 15 contains 91675 members 
Mstep: Class 16 contains 2402 members 
Mstep: Class 17 contains 10827 members 
Mstep: Class 18 contains 92007 members 
Mstep: Class 19 contains 87599 members 
Mstep: Class 20 contains 153579 members 
Mstep: Class 21 contains 71552 members 
Mstep: Class 22 contains 2276 members 
Mstep: Class 23 contains 5036 members 
Mstep: Class 24 contains 50382 members 
Mstep: Class 25 contains 8444 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 35854 members 
Mstep: Class 28 contains 4243 members 
Mstep: Class 29 contains 163479 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1369 members 
Mstep: Class 32 contains 5631 members 
Mstep: Class 33 contains 12991 members 
Mstep: Class 34 contains 75574 members 
Mstep: Class 35 contains 164 members 
Mstep: Class 36 contains 87185 members 
Mstep: Class 37 contains 31609 members 
Mstep: Class 38 contains 532 members 
Mstep: Class 39 contains 1917 members 
Mstep: Class 40 contains 71894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87398488.000000 Penalty: 26142.113281
Iteration 160F: 41 clusters Score -8.739849e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 8206 members 
Mstep: Class 3 contains 88805 members 
Mstep: Class 4 contains 10478 members 
Mstep: Class 5 contains 111971 members 
Mstep: Class 6 contains 126744 members 
Mstep: Class 7 contains 1521 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 1742 members 
Mstep: Class 10 contains 14683 members 
Mstep: Class 11 contains 72085 members 
Mstep: Class 12 contains 13188 members 
Mstep: Class 13 contains 78219 members 
Mstep: Class 14 contains 12077 members 
Mstep: Class 15 contains 91530 members 
Mstep: Class 16 contains 2407 members 
Mstep: Class 17 contains 10982 members 
Mstep: Class 18 contains 91483 members 
Mstep: Class 19 contains 87559 members 
Mstep: Class 20 contains 153435 members 
Mstep: Class 21 contains 71295 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 50347 members 
Mstep: Class 25 contains 8600 members 
Mstep: Class 26 contains 602 members 
Mstep: Class 27 contains 35740 members 
Mstep: Class 28 contains 4244 members 
Mstep: Class 29 contains 163301 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 1378 members 
Mstep: Class 32 contains 5802 members 
Mstep: Class 33 contains 12942 members 
Mstep: Class 34 contains 75548 members 
Mstep: Class 35 contains 183 members 
Mstep: Class 36 contains 88059 members 
Mstep: Class 37 contains 33641 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 1977 members 
Mstep: Class 40 contains 71845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87399832.000000 Penalty: 26142.113281
Iteration 161Q: 41 clusters Score -8.739983e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 118655 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 88553 members 
Mstep: Class 4 contains 10467 members 
Mstep: Class 5 contains 111549 members 
Mstep: Class 6 contains 126784 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 14850 members 
Mstep: Class 11 contains 71578 members 
Mstep: Class 12 contains 13230 members 
Mstep: Class 13 contains 77982 members 
Mstep: Class 14 contains 12098 members 
Mstep: Class 15 contains 91374 members 
Mstep: Class 16 contains 2410 members 
Mstep: Class 17 contains 11144 members 
Mstep: Class 18 contains 91041 members 
Mstep: Class 19 contains 87335 members 
Mstep: Class 20 contains 153327 members 
Mstep: Class 21 contains 71096 members 
Mstep: Class 22 contains 2313 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 50293 members 
Mstep: Class 25 contains 8749 members 
Mstep: Class 26 contains 746 members 
Mstep: Class 27 contains 35645 members 
Mstep: Class 28 contains 4249 members 
Mstep: Class 29 contains 163140 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 1397 members 
Mstep: Class 32 contains 5944 members 
Mstep: Class 33 contains 12888 members 
Mstep: Class 34 contains 75484 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 88817 members 
Mstep: Class 37 contains 35151 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2012 members 
Mstep: Class 40 contains 71848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401136.000000 Penalty: 26142.113281
Iteration 162Q: 41 clusters Score -8.740114e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 118434 members 
Mstep: Class 2 contains 8158 members 
Mstep: Class 3 contains 88223 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 111211 members 
Mstep: Class 6 contains 126844 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 501 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 71190 members 
Mstep: Class 12 contains 13283 members 
Mstep: Class 13 contains 77761 members 
Mstep: Class 14 contains 12117 members 
Mstep: Class 15 contains 91266 members 
Mstep: Class 16 contains 2421 members 
Mstep: Class 17 contains 11294 members 
Mstep: Class 18 contains 90712 members 
Mstep: Class 19 contains 87031 members 
Mstep: Class 20 contains 153255 members 
Mstep: Class 21 contains 70894 members 
Mstep: Class 22 contains 2325 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 50245 members 
Mstep: Class 25 contains 8882 members 
Mstep: Class 26 contains 892 members 
Mstep: Class 27 contains 35581 members 
Mstep: Class 28 contains 4252 members 
Mstep: Class 29 contains 162975 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 1408 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 12835 members 
Mstep: Class 34 contains 75411 members 
Mstep: Class 35 contains 196 members 
Mstep: Class 36 contains 89489 members 
Mstep: Class 37 contains 36512 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2048 members 
Mstep: Class 40 contains 71851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401616.000000 Penalty: 26142.113281
Iteration 163Q: 41 clusters Score -8.740162e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 118201 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 87897 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 110886 members 
Mstep: Class 6 contains 126934 members 
Mstep: Class 7 contains 1503 members 
Mstep: Class 8 contains 492 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 70802 members 
Mstep: Class 12 contains 13346 members 
Mstep: Class 13 contains 77535 members 
Mstep: Class 14 contains 12144 members 
Mstep: Class 15 contains 91184 members 
Mstep: Class 16 contains 2440 members 
Mstep: Class 17 contains 11445 members 
Mstep: Class 18 contains 90372 members 
Mstep: Class 19 contains 86776 members 
Mstep: Class 20 contains 153174 members 
Mstep: Class 21 contains 70690 members 
Mstep: Class 22 contains 2334 members 
Mstep: Class 23 contains 5090 members 
Mstep: Class 24 contains 50194 members 
Mstep: Class 25 contains 9009 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 35526 members 
Mstep: Class 28 contains 4257 members 
Mstep: Class 29 contains 162859 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 1427 members 
Mstep: Class 32 contains 6184 members 
Mstep: Class 33 contains 12772 members 
Mstep: Class 34 contains 75357 members 
Mstep: Class 35 contains 203 members 
Mstep: Class 36 contains 90128 members 
Mstep: Class 37 contains 37779 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2071 members 
Mstep: Class 40 contains 71832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87402008.000000 Penalty: 26142.113281
Iteration 164Q: 41 clusters Score -8.740201e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 117955 members 
Mstep: Class 2 contains 8094 members 
Mstep: Class 3 contains 87573 members 
Mstep: Class 4 contains 10384 members 
Mstep: Class 5 contains 110585 members 
Mstep: Class 6 contains 127003 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 15398 members 
Mstep: Class 11 contains 70467 members 
Mstep: Class 12 contains 13423 members 
Mstep: Class 13 contains 77314 members 
Mstep: Class 14 contains 12159 members 
Mstep: Class 15 contains 91128 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 11561 members 
Mstep: Class 18 contains 90060 members 
Mstep: Class 19 contains 86442 members 
Mstep: Class 20 contains 153100 members 
Mstep: Class 21 contains 70513 members 
Mstep: Class 22 contains 2341 members 
Mstep: Class 23 contains 5106 members 
Mstep: Class 24 contains 50124 members 
Mstep: Class 25 contains 9125 members 
Mstep: Class 26 contains 1092 members 
Mstep: Class 27 contains 35467 members 
Mstep: Class 28 contains 4264 members 
Mstep: Class 29 contains 162816 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1460 members 
Mstep: Class 32 contains 6292 members 
Mstep: Class 33 contains 12719 members 
Mstep: Class 34 contains 75330 members 
Mstep: Class 35 contains 209 members 
Mstep: Class 36 contains 90742 members 
Mstep: Class 37 contains 39016 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2088 members 
Mstep: Class 40 contains 71804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87402448.000000 Penalty: 26142.113281
Iteration 165Q: 41 clusters Score -8.740245e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 117713 members 
Mstep: Class 2 contains 8054 members 
Mstep: Class 3 contains 87245 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 110296 members 
Mstep: Class 6 contains 127080 members 
Mstep: Class 7 contains 1495 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 15591 members 
Mstep: Class 11 contains 70121 members 
Mstep: Class 12 contains 13505 members 
Mstep: Class 13 contains 77096 members 
Mstep: Class 14 contains 12181 members 
Mstep: Class 15 contains 91086 members 
Mstep: Class 16 contains 2494 members 
Mstep: Class 17 contains 11640 members 
Mstep: Class 18 contains 89811 members 
Mstep: Class 19 contains 86158 members 
Mstep: Class 20 contains 153026 members 
Mstep: Class 21 contains 70339 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 5132 members 
Mstep: Class 24 contains 50040 members 
Mstep: Class 25 contains 9237 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 35412 members 
Mstep: Class 28 contains 4270 members 
Mstep: Class 29 contains 162793 members 
Mstep: Class 30 contains 379 members 
Mstep: Class 31 contains 1490 members 
Mstep: Class 32 contains 6387 members 
Mstep: Class 33 contains 12656 members 
Mstep: Class 34 contains 75330 members 
Mstep: Class 35 contains 211 members 
Mstep: Class 36 contains 91316 members 
Mstep: Class 37 contains 40216 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2098 members 
Mstep: Class 40 contains 71770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87402792.000000 Penalty: 26142.113281
Iteration 166Q: 41 clusters Score -8.740279e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 117426 members 
Mstep: Class 2 contains 8010 members 
Mstep: Class 3 contains 86991 members 
Mstep: Class 4 contains 10287 members 
Mstep: Class 5 contains 110001 members 
Mstep: Class 6 contains 127181 members 
Mstep: Class 7 contains 1485 members 
Mstep: Class 8 contains 480 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 15758 members 
Mstep: Class 11 contains 69819 members 
Mstep: Class 12 contains 13595 members 
Mstep: Class 13 contains 76862 members 
Mstep: Class 14 contains 12208 members 
Mstep: Class 15 contains 91048 members 
Mstep: Class 16 contains 2510 members 
Mstep: Class 17 contains 11720 members 
Mstep: Class 18 contains 89555 members 
Mstep: Class 19 contains 85887 members 
Mstep: Class 20 contains 152946 members 
Mstep: Class 21 contains 70155 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 5153 members 
Mstep: Class 24 contains 49947 members 
Mstep: Class 25 contains 9344 members 
Mstep: Class 26 contains 1182 members 
Mstep: Class 27 contains 35361 members 
Mstep: Class 28 contains 4279 members 
Mstep: Class 29 contains 162797 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 1519 members 
Mstep: Class 32 contains 6481 members 
Mstep: Class 33 contains 12605 members 
Mstep: Class 34 contains 75283 members 
Mstep: Class 35 contains 213 members 
Mstep: Class 36 contains 91891 members 
Mstep: Class 37 contains 41443 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2107 members 
Mstep: Class 40 contains 71724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403032.000000 Penalty: 26142.113281
Iteration 167Q: 41 clusters Score -8.740303e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 117145 members 
Mstep: Class 2 contains 7972 members 
Mstep: Class 3 contains 86782 members 
Mstep: Class 4 contains 10227 members 
Mstep: Class 5 contains 109701 members 
Mstep: Class 6 contains 127330 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 15905 members 
Mstep: Class 11 contains 69528 members 
Mstep: Class 12 contains 13676 members 
Mstep: Class 13 contains 76604 members 
Mstep: Class 14 contains 12232 members 
Mstep: Class 15 contains 90988 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 18 contains 89301 members 
Mstep: Class 19 contains 85612 members 
Mstep: Class 20 contains 152882 members 
Mstep: Class 21 contains 69984 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 5176 members 
Mstep: Class 24 contains 49873 members 
Mstep: Class 25 contains 9438 members 
Mstep: Class 26 contains 1219 members 
Mstep: Class 27 contains 35322 members 
Mstep: Class 28 contains 4286 members 
Mstep: Class 29 contains 162815 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 1551 members 
Mstep: Class 32 contains 6551 members 
Mstep: Class 33 contains 12557 members 
Mstep: Class 34 contains 75244 members 
Mstep: Class 35 contains 213 members 
Mstep: Class 36 contains 92429 members 
Mstep: Class 37 contains 42651 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2113 members 
Mstep: Class 40 contains 71650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403552.000000 Penalty: 26142.113281
Iteration 168Q: 41 clusters Score -8.740355e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 116887 members 
Mstep: Class 2 contains 7928 members 
Mstep: Class 3 contains 86602 members 
Mstep: Class 4 contains 10144 members 
Mstep: Class 5 contains 109431 members 
Mstep: Class 6 contains 127524 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 474 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 16045 members 
Mstep: Class 11 contains 69240 members 
Mstep: Class 12 contains 13757 members 
Mstep: Class 13 contains 76312 members 
Mstep: Class 14 contains 12248 members 
Mstep: Class 15 contains 90950 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 89058 members 
Mstep: Class 19 contains 85318 members 
Mstep: Class 20 contains 152760 members 
Mstep: Class 21 contains 69806 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 5189 members 
Mstep: Class 24 contains 49764 members 
Mstep: Class 25 contains 9528 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 35286 members 
Mstep: Class 28 contains 4294 members 
Mstep: Class 29 contains 162812 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 1589 members 
Mstep: Class 32 contains 6626 members 
Mstep: Class 33 contains 12514 members 
Mstep: Class 34 contains 75256 members 
Mstep: Class 35 contains 215 members 
Mstep: Class 36 contains 92970 members 
Mstep: Class 37 contains 43866 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2118 members 
Mstep: Class 40 contains 71576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403688.000000 Penalty: 26142.113281
Iteration 169Q: 41 clusters Score -8.740369e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 116638 members 
Mstep: Class 2 contains 7887 members 
Mstep: Class 3 contains 86453 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 5 contains 109217 members 
Mstep: Class 6 contains 127696 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 474 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 16183 members 
Mstep: Class 11 contains 68927 members 
Mstep: Class 12 contains 13843 members 
Mstep: Class 13 contains 75984 members 
Mstep: Class 14 contains 12268 members 
Mstep: Class 15 contains 90927 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 11923 members 
Mstep: Class 18 contains 88809 members 
Mstep: Class 19 contains 85074 members 
Mstep: Class 20 contains 152646 members 
Mstep: Class 21 contains 69638 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 5200 members 
Mstep: Class 24 contains 49629 members 
Mstep: Class 25 contains 9619 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 35231 members 
Mstep: Class 28 contains 4307 members 
Mstep: Class 29 contains 162869 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 1626 members 
Mstep: Class 32 contains 6694 members 
Mstep: Class 33 contains 12470 members 
Mstep: Class 34 contains 75262 members 
Mstep: Class 35 contains 219 members 
Mstep: Class 36 contains 93506 members 
Mstep: Class 37 contains 45020 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2122 members 
Mstep: Class 40 contains 71499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403936.000000 Penalty: 26142.113281
Iteration 170Q: 41 clusters Score -8.740394e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 116385 members 
Mstep: Class 2 contains 7847 members 
Mstep: Class 3 contains 86357 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 5 contains 109112 members 
Mstep: Class 6 contains 127871 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 474 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 68626 members 
Mstep: Class 12 contains 13925 members 
Mstep: Class 13 contains 75612 members 
Mstep: Class 14 contains 12292 members 
Mstep: Class 15 contains 90882 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 11977 members 
Mstep: Class 18 contains 88554 members 
Mstep: Class 19 contains 84835 members 
Mstep: Class 20 contains 152506 members 
Mstep: Class 21 contains 69490 members 
Mstep: Class 22 contains 2378 members 
Mstep: Class 23 contains 5214 members 
Mstep: Class 24 contains 49468 members 
Mstep: Class 25 contains 9688 members 
Mstep: Class 26 contains 1295 members 
Mstep: Class 27 contains 35160 members 
Mstep: Class 28 contains 4325 members 
Mstep: Class 29 contains 162946 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 6775 members 
Mstep: Class 33 contains 12422 members 
Mstep: Class 34 contains 75269 members 
Mstep: Class 35 contains 222 members 
Mstep: Class 36 contains 93979 members 
Mstep: Class 37 contains 46130 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2128 members 
Mstep: Class 40 contains 71425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404488.000000 Penalty: 26142.113281
Iteration 171Q: 41 clusters Score -8.740449e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 116146 members 
Mstep: Class 2 contains 7782 members 
Mstep: Class 3 contains 86228 members 
Mstep: Class 4 contains 9858 members 
Mstep: Class 5 contains 109045 members 
Mstep: Class 6 contains 128074 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 473 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 16527 members 
Mstep: Class 11 contains 68350 members 
Mstep: Class 12 contains 13997 members 
Mstep: Class 13 contains 75221 members 
Mstep: Class 14 contains 12333 members 
Mstep: Class 15 contains 90848 members 
Mstep: Class 16 contains 2610 members 
Mstep: Class 17 contains 12043 members 
Mstep: Class 18 contains 88284 members 
Mstep: Class 19 contains 84539 members 
Mstep: Class 20 contains 152393 members 
Mstep: Class 21 contains 69330 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 5225 members 
Mstep: Class 24 contains 49338 members 
Mstep: Class 25 contains 9761 members 
Mstep: Class 26 contains 1313 members 
Mstep: Class 27 contains 35089 members 
Mstep: Class 28 contains 4342 members 
Mstep: Class 29 contains 162975 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 1680 members 
Mstep: Class 32 contains 6849 members 
Mstep: Class 33 contains 12364 members 
Mstep: Class 34 contains 75280 members 
Mstep: Class 35 contains 225 members 
Mstep: Class 36 contains 94426 members 
Mstep: Class 37 contains 47301 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2136 members 
Mstep: Class 40 contains 71355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404656.000000 Penalty: 26142.113281
Iteration 172Q: 41 clusters Score -8.740466e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 115915 members 
Mstep: Class 2 contains 7722 members 
Mstep: Class 3 contains 86146 members 
Mstep: Class 4 contains 9796 members 
Mstep: Class 5 contains 108965 members 
Mstep: Class 6 contains 128291 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 9 contains 1743 members 
Mstep: Class 10 contains 16722 members 
Mstep: Class 11 contains 68078 members 
Mstep: Class 12 contains 14060 members 
Mstep: Class 13 contains 74801 members 
Mstep: Class 14 contains 12367 members 
Mstep: Class 15 contains 90808 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 17 contains 12089 members 
Mstep: Class 18 contains 88034 members 
Mstep: Class 19 contains 84258 members 
Mstep: Class 20 contains 152233 members 
Mstep: Class 21 contains 69170 members 
Mstep: Class 22 contains 2391 members 
Mstep: Class 23 contains 5240 members 
Mstep: Class 24 contains 49219 members 
Mstep: Class 25 contains 9831 members 
Mstep: Class 26 contains 1320 members 
Mstep: Class 27 contains 35026 members 
Mstep: Class 28 contains 4355 members 
Mstep: Class 29 contains 163001 members 
Mstep: Class 30 contains 384 members 
Mstep: Class 31 contains 1710 members 
Mstep: Class 32 contains 6931 members 
Mstep: Class 33 contains 12307 members 
Mstep: Class 34 contains 75323 members 
Mstep: Class 35 contains 227 members 
Mstep: Class 36 contains 94820 members 
Mstep: Class 37 contains 48436 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2148 members 
Mstep: Class 40 contains 71288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404816.000000 Penalty: 26142.113281
Iteration 173Q: 41 clusters Score -8.740482e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 115599 members 
Mstep: Class 2 contains 7676 members 
Mstep: Class 3 contains 86144 members 
Mstep: Class 4 contains 9737 members 
Mstep: Class 5 contains 108948 members 
Mstep: Class 6 contains 128517 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 16906 members 
Mstep: Class 11 contains 67809 members 
Mstep: Class 12 contains 14143 members 
Mstep: Class 13 contains 74362 members 
Mstep: Class 14 contains 12409 members 
Mstep: Class 15 contains 90782 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 12109 members 
Mstep: Class 18 contains 87794 members 
Mstep: Class 19 contains 84006 members 
Mstep: Class 20 contains 152082 members 
Mstep: Class 21 contains 68964 members 
Mstep: Class 22 contains 2396 members 
Mstep: Class 23 contains 5260 members 
Mstep: Class 24 contains 49094 members 
Mstep: Class 25 contains 9902 members 
Mstep: Class 26 contains 1324 members 
Mstep: Class 27 contains 34961 members 
Mstep: Class 28 contains 4368 members 
Mstep: Class 29 contains 163061 members 
Mstep: Class 30 contains 384 members 
Mstep: Class 31 contains 1739 members 
Mstep: Class 32 contains 7019 members 
Mstep: Class 33 contains 12252 members 
Mstep: Class 34 contains 75355 members 
Mstep: Class 35 contains 231 members 
Mstep: Class 36 contains 95161 members 
Mstep: Class 37 contains 49522 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2156 members 
Mstep: Class 40 contains 71228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87405472.000000 Penalty: 26142.113281
Iteration 174Q: 41 clusters Score -8.740547e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 115301 members 
Mstep: Class 2 contains 7631 members 
Mstep: Class 3 contains 86210 members 
Mstep: Class 4 contains 9688 members 
Mstep: Class 5 contains 108863 members 
Mstep: Class 6 contains 128741 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1742 members 
Mstep: Class 10 contains 17068 members 
Mstep: Class 11 contains 67563 members 
Mstep: Class 12 contains 14239 members 
Mstep: Class 13 contains 73897 members 
Mstep: Class 14 contains 12435 members 
Mstep: Class 15 contains 90755 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 12090 members 
Mstep: Class 18 contains 87530 members 
Mstep: Class 19 contains 83807 members 
Mstep: Class 20 contains 151929 members 
Mstep: Class 21 contains 68773 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 5293 members 
Mstep: Class 24 contains 48961 members 
Mstep: Class 25 contains 9978 members 
Mstep: Class 26 contains 1330 members 
Mstep: Class 27 contains 34893 members 
Mstep: Class 28 contains 4374 members 
Mstep: Class 29 contains 163135 members 
Mstep: Class 30 contains 383 members 
Mstep: Class 31 contains 1771 members 
Mstep: Class 32 contains 7092 members 
Mstep: Class 33 contains 12208 members 
Mstep: Class 34 contains 75341 members 
Mstep: Class 35 contains 233 members 
Mstep: Class 36 contains 95490 members 
Mstep: Class 37 contains 50634 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2160 members 
Mstep: Class 40 contains 71196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406048.000000 Penalty: 26142.113281
Iteration 175Q: 41 clusters Score -8.740605e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 114973 members 
Mstep: Class 2 contains 7571 members 
Mstep: Class 3 contains 86299 members 
Mstep: Class 4 contains 9640 members 
Mstep: Class 5 contains 108755 members 
Mstep: Class 6 contains 128955 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 17235 members 
Mstep: Class 11 contains 67312 members 
Mstep: Class 12 contains 14327 members 
Mstep: Class 13 contains 73448 members 
Mstep: Class 14 contains 12461 members 
Mstep: Class 15 contains 90715 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 12066 members 
Mstep: Class 18 contains 87281 members 
Mstep: Class 19 contains 83735 members 
Mstep: Class 20 contains 151801 members 
Mstep: Class 21 contains 68613 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 5325 members 
Mstep: Class 24 contains 48836 members 
Mstep: Class 25 contains 10026 members 
Mstep: Class 26 contains 1339 members 
Mstep: Class 27 contains 34798 members 
Mstep: Class 28 contains 4377 members 
Mstep: Class 29 contains 163198 members 
Mstep: Class 30 contains 384 members 
Mstep: Class 31 contains 1807 members 
Mstep: Class 32 contains 7163 members 
Mstep: Class 33 contains 12170 members 
Mstep: Class 34 contains 75308 members 
Mstep: Class 35 contains 233 members 
Mstep: Class 36 contains 95795 members 
Mstep: Class 37 contains 51736 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2169 members 
Mstep: Class 40 contains 71125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406456.000000 Penalty: 26142.113281
Iteration 176Q: 41 clusters Score -8.740646e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 114630 members 
Mstep: Class 2 contains 7512 members 
Mstep: Class 3 contains 86379 members 
Mstep: Class 4 contains 9587 members 
Mstep: Class 5 contains 108570 members 
Mstep: Class 6 contains 129170 members 
Mstep: Class 7 contains 1469 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 17431 members 
Mstep: Class 11 contains 67050 members 
Mstep: Class 12 contains 14429 members 
Mstep: Class 13 contains 72978 members 
Mstep: Class 14 contains 12471 members 
Mstep: Class 15 contains 90692 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 12032 members 
Mstep: Class 18 contains 87031 members 
Mstep: Class 19 contains 83693 members 
Mstep: Class 20 contains 151670 members 
Mstep: Class 21 contains 68478 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 48687 members 
Mstep: Class 25 contains 10070 members 
Mstep: Class 26 contains 1351 members 
Mstep: Class 27 contains 34693 members 
Mstep: Class 28 contains 4378 members 
Mstep: Class 29 contains 163257 members 
Mstep: Class 30 contains 382 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 7236 members 
Mstep: Class 33 contains 12139 members 
Mstep: Class 34 contains 75238 members 
Mstep: Class 35 contains 233 members 
Mstep: Class 36 contains 96057 members 
Mstep: Class 37 contains 52967 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2173 members 
Mstep: Class 40 contains 71091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406352.000000 Penalty: 26142.113281
Iteration 177Q: 41 clusters Score -8.740635e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 114337 members 
Mstep: Class 2 contains 7472 members 
Mstep: Class 3 contains 86453 members 
Mstep: Class 4 contains 9517 members 
Mstep: Class 5 contains 108403 members 
Mstep: Class 6 contains 129384 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1730 members 
Mstep: Class 10 contains 17621 members 
Mstep: Class 11 contains 66752 members 
Mstep: Class 12 contains 14538 members 
Mstep: Class 13 contains 72528 members 
Mstep: Class 14 contains 12484 members 
Mstep: Class 15 contains 90681 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 86742 members 
Mstep: Class 19 contains 83630 members 
Mstep: Class 20 contains 151502 members 
Mstep: Class 21 contains 68330 members 
Mstep: Class 22 contains 2421 members 
Mstep: Class 23 contains 5369 members 
Mstep: Class 24 contains 48551 members 
Mstep: Class 25 contains 10121 members 
Mstep: Class 26 contains 1355 members 
Mstep: Class 27 contains 34569 members 
Mstep: Class 28 contains 4377 members 
Mstep: Class 29 contains 163312 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1896 members 
Mstep: Class 32 contains 7309 members 
Mstep: Class 33 contains 12115 members 
Mstep: Class 34 contains 75218 members 
Mstep: Class 35 contains 233 members 
Mstep: Class 36 contains 96307 members 
Mstep: Class 37 contains 54191 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2176 members 
Mstep: Class 40 contains 71088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406464.000000 Penalty: 26142.113281
Iteration 178Q: 41 clusters Score -8.740646e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 7427 members 
Mstep: Class 3 contains 86570 members 
Mstep: Class 4 contains 9441 members 
Mstep: Class 5 contains 108243 members 
Mstep: Class 6 contains 129622 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 17789 members 
Mstep: Class 11 contains 66477 members 
Mstep: Class 12 contains 14637 members 
Mstep: Class 13 contains 72107 members 
Mstep: Class 14 contains 12496 members 
Mstep: Class 15 contains 90686 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 11963 members 
Mstep: Class 18 contains 86425 members 
Mstep: Class 19 contains 83547 members 
Mstep: Class 20 contains 151350 members 
Mstep: Class 21 contains 68176 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 5372 members 
Mstep: Class 24 contains 48412 members 
Mstep: Class 25 contains 10168 members 
Mstep: Class 26 contains 1358 members 
Mstep: Class 27 contains 34459 members 
Mstep: Class 28 contains 4376 members 
Mstep: Class 29 contains 163391 members 
Mstep: Class 30 contains 380 members 
Mstep: Class 31 contains 1936 members 
Mstep: Class 32 contains 7382 members 
Mstep: Class 33 contains 12102 members 
Mstep: Class 34 contains 75213 members 
Mstep: Class 35 contains 233 members 
Mstep: Class 36 contains 96528 members 
Mstep: Class 37 contains 55399 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2178 members 
Mstep: Class 40 contains 71088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406456.000000 Penalty: 26142.113281
Iteration 179Q: 41 clusters Score -8.740646e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 113711 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 86689 members 
Mstep: Class 4 contains 9356 members 
Mstep: Class 5 contains 108014 members 
Mstep: Class 6 contains 129841 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1724 members 
Mstep: Class 10 contains 17963 members 
Mstep: Class 11 contains 66106 members 
Mstep: Class 12 contains 14766 members 
Mstep: Class 13 contains 71736 members 
Mstep: Class 14 contains 12510 members 
Mstep: Class 15 contains 90686 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 17 contains 11927 members 
Mstep: Class 18 contains 86153 members 
Mstep: Class 19 contains 83482 members 
Mstep: Class 20 contains 151153 members 
Mstep: Class 21 contains 67993 members 
Mstep: Class 22 contains 2427 members 
Mstep: Class 23 contains 5377 members 
Mstep: Class 24 contains 48266 members 
Mstep: Class 25 contains 10209 members 
Mstep: Class 26 contains 1361 members 
Mstep: Class 27 contains 34354 members 
Mstep: Class 28 contains 4383 members 
Mstep: Class 29 contains 163464 members 
Mstep: Class 30 contains 381 members 
Mstep: Class 31 contains 1968 members 
Mstep: Class 32 contains 7460 members 
Mstep: Class 33 contains 12084 members 
Mstep: Class 34 contains 75243 members 
Mstep: Class 35 contains 234 members 
Mstep: Class 36 contains 96736 members 
Mstep: Class 37 contains 56669 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2183 members 
Mstep: Class 40 contains 71067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406768.000000 Penalty: 26142.113281
Iteration 180F: 41 clusters Score -8.740677e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 113423 members 
Mstep: Class 2 contains 7369 members 
Mstep: Class 3 contains 86785 members 
Mstep: Class 4 contains 9270 members 
Mstep: Class 5 contains 107780 members 
Mstep: Class 6 contains 130117 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 1725 members 
Mstep: Class 10 contains 18148 members 
Mstep: Class 11 contains 65718 members 
Mstep: Class 12 contains 14890 members 
Mstep: Class 13 contains 71403 members 
Mstep: Class 14 contains 12529 members 
Mstep: Class 15 contains 90698 members 
Mstep: Class 16 contains 2750 members 
Mstep: Class 17 contains 11900 members 
Mstep: Class 18 contains 85868 members 
Mstep: Class 19 contains 83415 members 
Mstep: Class 20 contains 151009 members 
Mstep: Class 21 contains 67780 members 
Mstep: Class 22 contains 2431 members 
Mstep: Class 23 contains 5382 members 
Mstep: Class 24 contains 48088 members 
Mstep: Class 25 contains 10238 members 
Mstep: Class 26 contains 1413 members 
Mstep: Class 27 contains 34249 members 
Mstep: Class 28 contains 4389 members 
Mstep: Class 29 contains 163522 members 
Mstep: Class 30 contains 384 members 
Mstep: Class 31 contains 1993 members 
Mstep: Class 32 contains 7544 members 
Mstep: Class 33 contains 12064 members 
Mstep: Class 34 contains 75206 members 
Mstep: Class 35 contains 236 members 
Mstep: Class 36 contains 96890 members 
Mstep: Class 37 contains 57925 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2188 members 
Mstep: Class 40 contains 71077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87407128.000000 Penalty: 26142.113281
Iteration 181Q: 41 clusters Score -8.740713e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 113100 members 
Mstep: Class 2 contains 7337 members 
Mstep: Class 3 contains 86919 members 
Mstep: Class 4 contains 9203 members 
Mstep: Class 5 contains 107540 members 
Mstep: Class 6 contains 130395 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 18331 members 
Mstep: Class 11 contains 65314 members 
Mstep: Class 12 contains 15033 members 
Mstep: Class 13 contains 71096 members 
Mstep: Class 14 contains 12564 members 
Mstep: Class 15 contains 90691 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 85562 members 
Mstep: Class 19 contains 83415 members 
Mstep: Class 20 contains 150877 members 
Mstep: Class 21 contains 67541 members 
Mstep: Class 22 contains 2438 members 
Mstep: Class 23 contains 5383 members 
Mstep: Class 24 contains 47912 members 
Mstep: Class 25 contains 10268 members 
Mstep: Class 26 contains 1465 members 
Mstep: Class 27 contains 34133 members 
Mstep: Class 28 contains 4392 members 
Mstep: Class 29 contains 163566 members 
Mstep: Class 30 contains 387 members 
Mstep: Class 31 contains 2030 members 
Mstep: Class 32 contains 7630 members 
Mstep: Class 33 contains 12045 members 
Mstep: Class 34 contains 75174 members 
Mstep: Class 35 contains 239 members 
Mstep: Class 36 contains 96999 members 
Mstep: Class 37 contains 59175 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2192 members 
Mstep: Class 40 contains 71084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87407600.000000 Penalty: 26142.113281
Iteration 182Q: 41 clusters Score -8.74076e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 7314 members 
Mstep: Class 3 contains 87008 members 
Mstep: Class 4 contains 9141 members 
Mstep: Class 5 contains 107293 members 
Mstep: Class 6 contains 130754 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 64900 members 
Mstep: Class 12 contains 15163 members 
Mstep: Class 13 contains 70791 members 
Mstep: Class 14 contains 12593 members 
Mstep: Class 15 contains 90669 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 11850 members 
Mstep: Class 18 contains 85195 members 
Mstep: Class 19 contains 83423 members 
Mstep: Class 20 contains 150768 members 
Mstep: Class 21 contains 67272 members 
Mstep: Class 22 contains 2447 members 
Mstep: Class 23 contains 5378 members 
Mstep: Class 24 contains 47745 members 
Mstep: Class 25 contains 10298 members 
Mstep: Class 26 contains 1499 members 
Mstep: Class 27 contains 34016 members 
Mstep: Class 28 contains 4400 members 
Mstep: Class 29 contains 163662 members 
Mstep: Class 30 contains 387 members 
Mstep: Class 31 contains 2067 members 
Mstep: Class 32 contains 7713 members 
Mstep: Class 33 contains 12019 members 
Mstep: Class 34 contains 75108 members 
Mstep: Class 35 contains 239 members 
Mstep: Class 36 contains 97092 members 
Mstep: Class 37 contains 60476 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2192 members 
Mstep: Class 40 contains 71120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408504.000000 Penalty: 26142.113281
Iteration 183Q: 41 clusters Score -8.74085e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 112403 members 
Mstep: Class 2 contains 7289 members 
Mstep: Class 3 contains 87102 members 
Mstep: Class 4 contains 9081 members 
Mstep: Class 5 contains 107116 members 
Mstep: Class 6 contains 131087 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 1743 members 
Mstep: Class 10 contains 18702 members 
Mstep: Class 11 contains 64504 members 
Mstep: Class 12 contains 15284 members 
Mstep: Class 13 contains 70527 members 
Mstep: Class 14 contains 12629 members 
Mstep: Class 15 contains 90639 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 11828 members 
Mstep: Class 18 contains 84838 members 
Mstep: Class 19 contains 83410 members 
Mstep: Class 20 contains 150655 members 
Mstep: Class 21 contains 67003 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 47585 members 
Mstep: Class 25 contains 10312 members 
Mstep: Class 26 contains 1521 members 
Mstep: Class 27 contains 33905 members 
Mstep: Class 28 contains 4415 members 
Mstep: Class 29 contains 163812 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 2097 members 
Mstep: Class 32 contains 7790 members 
Mstep: Class 33 contains 11999 members 
Mstep: Class 34 contains 75033 members 
Mstep: Class 35 contains 239 members 
Mstep: Class 36 contains 97149 members 
Mstep: Class 37 contains 61746 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2192 members 
Mstep: Class 40 contains 71149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409008.000000 Penalty: 26142.113281
Iteration 184Q: 41 clusters Score -8.740901e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 112042 members 
Mstep: Class 2 contains 7259 members 
Mstep: Class 3 contains 87172 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 106899 members 
Mstep: Class 6 contains 131417 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 1743 members 
Mstep: Class 10 contains 18885 members 
Mstep: Class 11 contains 64102 members 
Mstep: Class 12 contains 15413 members 
Mstep: Class 13 contains 70304 members 
Mstep: Class 14 contains 12658 members 
Mstep: Class 15 contains 90613 members 
Mstep: Class 16 contains 2809 members 
Mstep: Class 17 contains 11816 members 
Mstep: Class 18 contains 84473 members 
Mstep: Class 19 contains 83425 members 
Mstep: Class 20 contains 150555 members 
Mstep: Class 21 contains 66722 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 5368 members 
Mstep: Class 24 contains 47438 members 
Mstep: Class 25 contains 10316 members 
Mstep: Class 26 contains 1539 members 
Mstep: Class 27 contains 33791 members 
Mstep: Class 28 contains 4438 members 
Mstep: Class 29 contains 163919 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 2124 members 
Mstep: Class 32 contains 7865 members 
Mstep: Class 33 contains 11977 members 
Mstep: Class 34 contains 74976 members 
Mstep: Class 35 contains 240 members 
Mstep: Class 36 contains 97156 members 
Mstep: Class 37 contains 63103 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 71174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409016.000000 Penalty: 26142.113281
Iteration 185Q: 41 clusters Score -8.740902e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 111678 members 
Mstep: Class 2 contains 7226 members 
Mstep: Class 3 contains 87284 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 106639 members 
Mstep: Class 6 contains 131764 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 1744 members 
Mstep: Class 10 contains 19095 members 
Mstep: Class 11 contains 63727 members 
Mstep: Class 12 contains 15571 members 
Mstep: Class 13 contains 70079 members 
Mstep: Class 14 contains 12698 members 
Mstep: Class 15 contains 90583 members 
Mstep: Class 16 contains 2814 members 
Mstep: Class 17 contains 11809 members 
Mstep: Class 18 contains 84039 members 
Mstep: Class 19 contains 83495 members 
Mstep: Class 20 contains 150434 members 
Mstep: Class 21 contains 66416 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 5368 members 
Mstep: Class 24 contains 47314 members 
Mstep: Class 25 contains 10321 members 
Mstep: Class 26 contains 1555 members 
Mstep: Class 27 contains 33677 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 164049 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 2149 members 
Mstep: Class 32 contains 7933 members 
Mstep: Class 33 contains 11959 members 
Mstep: Class 34 contains 74899 members 
Mstep: Class 35 contains 240 members 
Mstep: Class 36 contains 97099 members 
Mstep: Class 37 contains 64398 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 71236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409536.000000 Penalty: 26142.113281
Iteration 186Q: 41 clusters Score -8.740954e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 111327 members 
Mstep: Class 2 contains 7188 members 
Mstep: Class 3 contains 87433 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 106376 members 
Mstep: Class 6 contains 132127 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 19296 members 
Mstep: Class 11 contains 63409 members 
Mstep: Class 12 contains 15727 members 
Mstep: Class 13 contains 69845 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 90550 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 11802 members 
Mstep: Class 18 contains 83617 members 
Mstep: Class 19 contains 83518 members 
Mstep: Class 20 contains 150313 members 
Mstep: Class 21 contains 66066 members 
Mstep: Class 22 contains 2477 members 
Mstep: Class 23 contains 5379 members 
Mstep: Class 24 contains 47169 members 
Mstep: Class 25 contains 10329 members 
Mstep: Class 26 contains 1566 members 
Mstep: Class 27 contains 33570 members 
Mstep: Class 28 contains 4489 members 
Mstep: Class 29 contains 164192 members 
Mstep: Class 30 contains 387 members 
Mstep: Class 31 contains 2178 members 
Mstep: Class 32 contains 8016 members 
Mstep: Class 33 contains 11940 members 
Mstep: Class 34 contains 74850 members 
Mstep: Class 35 contains 240 members 
Mstep: Class 36 contains 97026 members 
Mstep: Class 37 contains 65657 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 71289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409784.000000 Penalty: 26142.113281
Iteration 187Q: 41 clusters Score -8.740978e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 110988 members 
Mstep: Class 2 contains 7140 members 
Mstep: Class 3 contains 87599 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 106107 members 
Mstep: Class 6 contains 132454 members 
Mstep: Class 7 contains 1462 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 19534 members 
Mstep: Class 11 contains 63023 members 
Mstep: Class 12 contains 15880 members 
Mstep: Class 13 contains 69640 members 
Mstep: Class 14 contains 12792 members 
Mstep: Class 15 contains 90548 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 11797 members 
Mstep: Class 18 contains 83177 members 
Mstep: Class 19 contains 83553 members 
Mstep: Class 20 contains 150226 members 
Mstep: Class 21 contains 65713 members 
Mstep: Class 22 contains 2491 members 
Mstep: Class 23 contains 5379 members 
Mstep: Class 24 contains 47028 members 
Mstep: Class 25 contains 10332 members 
Mstep: Class 26 contains 1578 members 
Mstep: Class 27 contains 33451 members 
Mstep: Class 28 contains 4514 members 
Mstep: Class 29 contains 164354 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 2202 members 
Mstep: Class 32 contains 8085 members 
Mstep: Class 33 contains 11916 members 
Mstep: Class 34 contains 74812 members 
Mstep: Class 35 contains 240 members 
Mstep: Class 36 contains 96927 members 
Mstep: Class 37 contains 66910 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 71337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410248.000000 Penalty: 26142.113281
Iteration 188Q: 41 clusters Score -8.741025e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 110628 members 
Mstep: Class 2 contains 7089 members 
Mstep: Class 3 contains 87701 members 
Mstep: Class 4 contains 8883 members 
Mstep: Class 5 contains 105835 members 
Mstep: Class 6 contains 132827 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 19766 members 
Mstep: Class 11 contains 62673 members 
Mstep: Class 12 contains 16003 members 
Mstep: Class 13 contains 69447 members 
Mstep: Class 14 contains 12841 members 
Mstep: Class 15 contains 90575 members 
Mstep: Class 16 contains 2852 members 
Mstep: Class 17 contains 11795 members 
Mstep: Class 18 contains 82749 members 
Mstep: Class 19 contains 83636 members 
Mstep: Class 20 contains 150105 members 
Mstep: Class 21 contains 65319 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 5382 members 
Mstep: Class 24 contains 46878 members 
Mstep: Class 25 contains 10332 members 
Mstep: Class 26 contains 1590 members 
Mstep: Class 27 contains 33337 members 
Mstep: Class 28 contains 4547 members 
Mstep: Class 29 contains 164509 members 
Mstep: Class 30 contains 389 members 
Mstep: Class 31 contains 2228 members 
Mstep: Class 32 contains 8151 members 
Mstep: Class 33 contains 11889 members 
Mstep: Class 34 contains 74782 members 
Mstep: Class 35 contains 242 members 
Mstep: Class 36 contains 96818 members 
Mstep: Class 37 contains 68176 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 71389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411464.000000 Penalty: 26142.113281
Iteration 189Q: 41 clusters Score -8.741146e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 7048 members 
Mstep: Class 3 contains 87786 members 
Mstep: Class 4 contains 8853 members 
Mstep: Class 5 contains 105612 members 
Mstep: Class 6 contains 133206 members 
Mstep: Class 7 contains 1456 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 20003 members 
Mstep: Class 11 contains 62367 members 
Mstep: Class 12 contains 16132 members 
Mstep: Class 13 contains 69251 members 
Mstep: Class 14 contains 12902 members 
Mstep: Class 15 contains 90572 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 11796 members 
Mstep: Class 18 contains 82397 members 
Mstep: Class 19 contains 83775 members 
Mstep: Class 20 contains 150004 members 
Mstep: Class 21 contains 64893 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 5379 members 
Mstep: Class 24 contains 46697 members 
Mstep: Class 25 contains 10333 members 
Mstep: Class 26 contains 1604 members 
Mstep: Class 27 contains 33230 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 164617 members 
Mstep: Class 30 contains 389 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 8239 members 
Mstep: Class 33 contains 11851 members 
Mstep: Class 34 contains 74750 members 
Mstep: Class 35 contains 242 members 
Mstep: Class 36 contains 96647 members 
Mstep: Class 37 contains 69349 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 71448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412112.000000 Penalty: 26142.113281
Iteration 190Q: 41 clusters Score -8.741211e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 109915 members 
Mstep: Class 2 contains 7004 members 
Mstep: Class 3 contains 87874 members 
Mstep: Class 4 contains 8805 members 
Mstep: Class 5 contains 105333 members 
Mstep: Class 6 contains 133663 members 
Mstep: Class 7 contains 1452 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 10 contains 20204 members 
Mstep: Class 11 contains 62095 members 
Mstep: Class 12 contains 16263 members 
Mstep: Class 13 contains 69040 members 
Mstep: Class 14 contains 12976 members 
Mstep: Class 15 contains 90547 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 11808 members 
Mstep: Class 18 contains 82013 members 
Mstep: Class 19 contains 83915 members 
Mstep: Class 20 contains 149894 members 
Mstep: Class 21 contains 64424 members 
Mstep: Class 22 contains 2532 members 
Mstep: Class 23 contains 5378 members 
Mstep: Class 24 contains 46502 members 
Mstep: Class 25 contains 10325 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 33132 members 
Mstep: Class 28 contains 4606 members 
Mstep: Class 29 contains 164718 members 
Mstep: Class 30 contains 389 members 
Mstep: Class 31 contains 2276 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 11817 members 
Mstep: Class 34 contains 74768 members 
Mstep: Class 35 contains 242 members 
Mstep: Class 36 contains 96578 members 
Mstep: Class 37 contains 70507 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 71523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412112.000000 Penalty: 26142.113281
Iteration 191Q: 41 clusters Score -8.741211e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 109613 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 87924 members 
Mstep: Class 4 contains 8755 members 
Mstep: Class 5 contains 105065 members 
Mstep: Class 6 contains 134211 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 10 contains 20396 members 
Mstep: Class 11 contains 61808 members 
Mstep: Class 12 contains 16382 members 
Mstep: Class 13 contains 68842 members 
Mstep: Class 14 contains 13043 members 
Mstep: Class 15 contains 90493 members 
Mstep: Class 16 contains 2878 members 
Mstep: Class 17 contains 11832 members 
Mstep: Class 18 contains 81580 members 
Mstep: Class 19 contains 84026 members 
Mstep: Class 20 contains 149823 members 
Mstep: Class 21 contains 63957 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 46279 members 
Mstep: Class 25 contains 10310 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 33029 members 
Mstep: Class 28 contains 4633 members 
Mstep: Class 29 contains 164816 members 
Mstep: Class 30 contains 390 members 
Mstep: Class 31 contains 2287 members 
Mstep: Class 32 contains 8410 members 
Mstep: Class 33 contains 11805 members 
Mstep: Class 34 contains 74762 members 
Mstep: Class 35 contains 244 members 
Mstep: Class 36 contains 96520 members 
Mstep: Class 37 contains 71664 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 71599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412504.000000 Penalty: 26142.113281
Iteration 192Q: 41 clusters Score -8.74125e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 6904 members 
Mstep: Class 3 contains 87976 members 
Mstep: Class 4 contains 8703 members 
Mstep: Class 5 contains 104811 members 
Mstep: Class 6 contains 134768 members 
Mstep: Class 7 contains 1448 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 1749 members 
Mstep: Class 10 contains 20579 members 
Mstep: Class 11 contains 61522 members 
Mstep: Class 12 contains 16491 members 
Mstep: Class 13 contains 68681 members 
Mstep: Class 14 contains 13102 members 
Mstep: Class 15 contains 90444 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 81163 members 
Mstep: Class 19 contains 84091 members 
Mstep: Class 20 contains 149692 members 
Mstep: Class 21 contains 63477 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 46079 members 
Mstep: Class 25 contains 10291 members 
Mstep: Class 26 contains 1640 members 
Mstep: Class 27 contains 32923 members 
Mstep: Class 28 contains 4671 members 
Mstep: Class 29 contains 164903 members 
Mstep: Class 30 contains 391 members 
Mstep: Class 31 contains 2298 members 
Mstep: Class 32 contains 8518 members 
Mstep: Class 33 contains 11795 members 
Mstep: Class 34 contains 74808 members 
Mstep: Class 35 contains 246 members 
Mstep: Class 36 contains 96454 members 
Mstep: Class 37 contains 72825 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 71692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412536.000000 Penalty: 26142.113281
Iteration 193Q: 41 clusters Score -8.741254e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 108912 members 
Mstep: Class 2 contains 6836 members 
Mstep: Class 3 contains 87998 members 
Mstep: Class 4 contains 8663 members 
Mstep: Class 5 contains 104546 members 
Mstep: Class 6 contains 135342 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 1751 members 
Mstep: Class 10 contains 20812 members 
Mstep: Class 11 contains 61267 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 13 contains 68544 members 
Mstep: Class 14 contains 13166 members 
Mstep: Class 15 contains 90394 members 
Mstep: Class 16 contains 2895 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 18 contains 80781 members 
Mstep: Class 19 contains 84159 members 
Mstep: Class 20 contains 149573 members 
Mstep: Class 21 contains 62996 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 5356 members 
Mstep: Class 24 contains 45893 members 
Mstep: Class 25 contains 10272 members 
Mstep: Class 26 contains 1660 members 
Mstep: Class 27 contains 32780 members 
Mstep: Class 28 contains 4703 members 
Mstep: Class 29 contains 164957 members 
Mstep: Class 30 contains 393 members 
Mstep: Class 31 contains 2317 members 
Mstep: Class 32 contains 8612 members 
Mstep: Class 33 contains 11787 members 
Mstep: Class 34 contains 74804 members 
Mstep: Class 35 contains 248 members 
Mstep: Class 36 contains 96363 members 
Mstep: Class 37 contains 74002 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 71821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412760.000000 Penalty: 26142.113281
Iteration 194Q: 41 clusters Score -8.741276e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 108547 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 88024 members 
Mstep: Class 4 contains 8629 members 
Mstep: Class 5 contains 104248 members 
Mstep: Class 6 contains 135923 members 
Mstep: Class 7 contains 1454 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 1749 members 
Mstep: Class 10 contains 21002 members 
Mstep: Class 11 contains 60991 members 
Mstep: Class 12 contains 16711 members 
Mstep: Class 13 contains 68435 members 
Mstep: Class 14 contains 13249 members 
Mstep: Class 15 contains 90364 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 80373 members 
Mstep: Class 19 contains 84168 members 
Mstep: Class 20 contains 149473 members 
Mstep: Class 21 contains 62467 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 5352 members 
Mstep: Class 24 contains 45707 members 
Mstep: Class 25 contains 10257 members 
Mstep: Class 26 contains 1667 members 
Mstep: Class 27 contains 32663 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 164989 members 
Mstep: Class 30 contains 395 members 
Mstep: Class 31 contains 2337 members 
Mstep: Class 32 contains 8708 members 
Mstep: Class 33 contains 11772 members 
Mstep: Class 34 contains 74843 members 
Mstep: Class 35 contains 248 members 
Mstep: Class 36 contains 96295 members 
Mstep: Class 37 contains 75216 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 71975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413024.000000 Penalty: 26142.113281
Iteration 195Q: 41 clusters Score -8.741302e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 108147 members 
Mstep: Class 2 contains 6686 members 
Mstep: Class 3 contains 88065 members 
Mstep: Class 4 contains 8600 members 
Mstep: Class 5 contains 103958 members 
Mstep: Class 6 contains 136564 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 8 contains 466 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 21200 members 
Mstep: Class 11 contains 60795 members 
Mstep: Class 12 contains 16829 members 
Mstep: Class 13 contains 68322 members 
Mstep: Class 14 contains 13311 members 
Mstep: Class 15 contains 90322 members 
Mstep: Class 16 contains 2910 members 
Mstep: Class 17 contains 11893 members 
Mstep: Class 18 contains 79987 members 
Mstep: Class 19 contains 84167 members 
Mstep: Class 20 contains 149331 members 
Mstep: Class 21 contains 61928 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 5345 members 
Mstep: Class 24 contains 45519 members 
Mstep: Class 25 contains 10238 members 
Mstep: Class 26 contains 1679 members 
Mstep: Class 27 contains 32555 members 
Mstep: Class 28 contains 4772 members 
Mstep: Class 29 contains 164990 members 
Mstep: Class 30 contains 395 members 
Mstep: Class 31 contains 2362 members 
Mstep: Class 32 contains 8788 members 
Mstep: Class 33 contains 11736 members 
Mstep: Class 34 contains 74903 members 
Mstep: Class 35 contains 249 members 
Mstep: Class 36 contains 96232 members 
Mstep: Class 37 contains 76354 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 72160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413176.000000 Penalty: 26142.113281
Iteration 196Q: 41 clusters Score -8.741318e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 6594 members 
Mstep: Class 3 contains 88148 members 
Mstep: Class 4 contains 8552 members 
Mstep: Class 5 contains 103610 members 
Mstep: Class 6 contains 137190 members 
Mstep: Class 7 contains 1466 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 21386 members 
Mstep: Class 11 contains 60650 members 
Mstep: Class 12 contains 16929 members 
Mstep: Class 13 contains 68194 members 
Mstep: Class 14 contains 13367 members 
Mstep: Class 15 contains 90302 members 
Mstep: Class 16 contains 2923 members 
Mstep: Class 17 contains 11918 members 
Mstep: Class 18 contains 79633 members 
Mstep: Class 19 contains 84141 members 
Mstep: Class 20 contains 149182 members 
Mstep: Class 21 contains 61374 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 45339 members 
Mstep: Class 25 contains 10215 members 
Mstep: Class 26 contains 1689 members 
Mstep: Class 27 contains 32447 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 165012 members 
Mstep: Class 30 contains 395 members 
Mstep: Class 31 contains 2376 members 
Mstep: Class 32 contains 8861 members 
Mstep: Class 33 contains 11711 members 
Mstep: Class 34 contains 75000 members 
Mstep: Class 35 contains 250 members 
Mstep: Class 36 contains 96192 members 
Mstep: Class 37 contains 77435 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 72339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413392.000000 Penalty: 26142.113281
Iteration 197Q: 41 clusters Score -8.741339e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 6518 members 
Mstep: Class 3 contains 88246 members 
Mstep: Class 4 contains 8498 members 
Mstep: Class 5 contains 103193 members 
Mstep: Class 6 contains 137802 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 1743 members 
Mstep: Class 10 contains 21563 members 
Mstep: Class 11 contains 60537 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 68071 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 90292 members 
Mstep: Class 16 contains 2944 members 
Mstep: Class 17 contains 11959 members 
Mstep: Class 18 contains 79279 members 
Mstep: Class 19 contains 84094 members 
Mstep: Class 20 contains 148995 members 
Mstep: Class 21 contains 60809 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 5340 members 
Mstep: Class 24 contains 45167 members 
Mstep: Class 25 contains 10195 members 
Mstep: Class 26 contains 1699 members 
Mstep: Class 27 contains 32331 members 
Mstep: Class 28 contains 4860 members 
Mstep: Class 29 contains 165000 members 
Mstep: Class 30 contains 395 members 
Mstep: Class 31 contains 2393 members 
Mstep: Class 32 contains 8926 members 
Mstep: Class 33 contains 11690 members 
Mstep: Class 34 contains 75112 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 96162 members 
Mstep: Class 37 contains 78573 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 72482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413408.000000 Penalty: 26142.113281
Iteration 198Q: 41 clusters Score -8.741341e+07 nChanged 7098
Entering ConstructFrom: 
Score: -87413408.000000 Penalty: 26142.113281
Entering ConstructFrom: 
Trying to split cluster 1 (107106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107106 members 
Entering Unmasked Estep 
Score: -5810844.500000 Penalty: 526.961609
	Iteration 0F: 2 clusters Score -5810844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -5741512.500000 Penalty: 1053.923218
	Iteration 0F: 3 clusters Score -5741512 nChanged 52417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -5772666.500000 Penalty: 1053.923218
	Iteration 1F: 3 clusters Score -5772666 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5774842.500000 Penalty: 1053.923218
	Iteration 2Q: 3 clusters Score -5774842 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -5779227.500000 Penalty: 1053.923218
	Iteration 3F: 3 clusters Score -5779228 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -5787261.500000 Penalty: 1053.923218
	Iteration 4F: 3 clusters Score -5787262 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -5797343.500000 Penalty: 1053.923218
	Iteration 5F: 3 clusters Score -5797344 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -5805317.000000 Penalty: 1053.923218
	Iteration 6F: 3 clusters Score -5805317 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5808974.000000 Penalty: 1053.923218
	Iteration 7Q: 3 clusters Score -5808974 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5809997.500000 Penalty: 1053.923218
	Iteration 8Q: 3 clusters Score -5809998 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5810268.000000 Penalty: 1053.923218
	Iteration 9Q: 3 clusters Score -5810268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106968 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5810374.000000 Penalty: 1053.923218
	Iteration 10Q: 3 clusters Score -5810374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106972 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -5810396.500000 Penalty: 1053.923218
	Iteration 11Q: 3 clusters Score -5810396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106971 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5810420.500000 Penalty: 1053.923218
	Iteration 12Q: 3 clusters Score -5810420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106968 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5810432.500000 Penalty: 1053.923218
	Iteration 13Q: 3 clusters Score -5810432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5810441.000000 Penalty: 1053.923218
	Iteration 14Q: 3 clusters Score -5810441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5810448.000000 Penalty: 1053.923218
	Iteration 15Q: 3 clusters Score -5810448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106959 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5810453.000000 Penalty: 1053.923218
	Iteration 16Q: 3 clusters Score -5810453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106957 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5810459.000000 Penalty: 1053.923218
	Iteration 17Q: 3 clusters Score -5810459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5810456.000000 Penalty: 1053.923218
	Iteration 18Q: 3 clusters Score -5810456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106952 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5810463.500000 Penalty: 1053.923218
	Iteration 19Q: 3 clusters Score -5810464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5810462.500000 Penalty: 1053.923218
	Iteration 20F: 3 clusters Score -5810462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106948 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5810465.000000 Penalty: 1053.923218
	Iteration 21Q: 3 clusters Score -5810465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5810479.500000 Penalty: 1053.923218
	Iteration 22Q: 3 clusters Score -5810480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106935 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5810487.500000 Penalty: 1053.923218
	Iteration 23Q: 3 clusters Score -5810488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106931 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -5810488.500000 Penalty: 1053.923218
	Iteration 24Q: 3 clusters Score -5810488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5810492.500000 Penalty: 1053.923218
	Iteration 25Q: 3 clusters Score -5810492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106925 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5810501.500000 Penalty: 1053.923218
	Iteration 26Q: 3 clusters Score -5810502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106921 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5810499.500000 Penalty: 1053.923218
	Iteration 27Q: 3 clusters Score -5810500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106920 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5810503.000000 Penalty: 1053.923218
	Iteration 28Q: 3 clusters Score -5810503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106913 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5810505.000000 Penalty: 1053.923218
	Iteration 29Q: 3 clusters Score -5810505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5810508.500000 Penalty: 1053.923218
	Iteration 30Q: 3 clusters Score -5810508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5810510.500000 Penalty: 1053.923218
	Iteration 31Q: 3 clusters Score -5810510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5810510.000000 Penalty: 1053.923218
	Iteration 32Q: 3 clusters Score -5810510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5810515.500000 Penalty: 1053.923218
	Iteration 33Q: 3 clusters Score -5810516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5810513.000000 Penalty: 1053.923218
	Iteration 34Q: 3 clusters Score -5810513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5810513.000000 Penalty: 1053.923218
	Iteration 35F: 3 clusters Score -5810513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Entering Unmasked Estep 
Score: -353279.531250 Penalty: 398.885132
	Iteration 0F: 2 clusters Score -353279.5 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 3200 members 
Entering Unmasked Estep 
Score: -348946.781250 Penalty: 797.770264
	Iteration 0F: 3 clusters Score -348946.8 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -350548.218750 Penalty: 797.770264
	Iteration 1F: 3 clusters Score -350548.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -350673.593750 Penalty: 797.770264
	Iteration 2Q: 3 clusters Score -350673.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -350850.031250 Penalty: 797.770264
	Iteration 3F: 3 clusters Score -350850 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -351082.187500 Penalty: 797.770264
	Iteration 4F: 3 clusters Score -351082.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -351403.843750 Penalty: 797.770264
	Iteration 5F: 3 clusters Score -351403.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -351794.687500 Penalty: 797.770264
	Iteration 6F: 3 clusters Score -351794.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -352110.093750 Penalty: 797.770264
	Iteration 7F: 3 clusters Score -352110.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -352196.312500 Penalty: 797.770264
	Iteration 8Q: 3 clusters Score -352196.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -352236.687500 Penalty: 797.770264
	Iteration 9Q: 3 clusters Score -352236.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -352264.062500 Penalty: 797.770264
	Iteration 10Q: 3 clusters Score -352264.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -352283.562500 Penalty: 797.770264
	Iteration 11Q: 3 clusters Score -352283.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -352302.375000 Penalty: 797.770264
	Iteration 12Q: 3 clusters Score -352302.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -352317.468750 Penalty: 797.770264
	Iteration 13Q: 3 clusters Score -352317.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -352327.343750 Penalty: 797.770264
	Iteration 14Q: 3 clusters Score -352327.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -352337.437500 Penalty: 797.770264
	Iteration 15Q: 3 clusters Score -352337.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -352347.437500 Penalty: 797.770264
	Iteration 16Q: 3 clusters Score -352347.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -352358.125000 Penalty: 797.770264
	Iteration 17Q: 3 clusters Score -352358.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -352368.406250 Penalty: 797.770264
	Iteration 18Q: 3 clusters Score -352368.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -352376.406250 Penalty: 797.770264
	Iteration 19Q: 3 clusters Score -352376.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -352382.937500 Penalty: 797.770264
	Iteration 20F: 3 clusters Score -352382.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -352392.625000 Penalty: 797.770264
	Iteration 21Q: 3 clusters Score -352392.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -352399.906250 Penalty: 797.770264
	Iteration 22Q: 3 clusters Score -352399.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -352404.500000 Penalty: 797.770264
	Iteration 23Q: 3 clusters Score -352404.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -352409.343750 Penalty: 797.770264
	Iteration 24Q: 3 clusters Score -352409.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -352414.687500 Penalty: 797.770264
	Iteration 25Q: 3 clusters Score -352414.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -352419.468750 Penalty: 797.770264
	Iteration 26Q: 3 clusters Score -352419.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -352425.843750 Penalty: 797.770264
	Iteration 27Q: 3 clusters Score -352425.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -352432.312500 Penalty: 797.770264
	Iteration 28Q: 3 clusters Score -352432.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -352441.656250 Penalty: 797.770264
	Iteration 29Q: 3 clusters Score -352441.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -352451.531250 Penalty: 797.770264
	Iteration 30Q: 3 clusters Score -352451.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -352460.625000 Penalty: 797.770264
	Iteration 31Q: 3 clusters Score -352460.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -352467.187500 Penalty: 797.770264
	Iteration 32Q: 3 clusters Score -352467.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -352476.437500 Penalty: 797.770264
	Iteration 33Q: 3 clusters Score -352476.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -352483.625000 Penalty: 797.770264
	Iteration 34Q: 3 clusters Score -352483.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -352487.718750 Penalty: 797.770264
	Iteration 35Q: 3 clusters Score -352487.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -352494.593750 Penalty: 797.770264
	Iteration 36Q: 3 clusters Score -352494.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -352501.875000 Penalty: 797.770264
	Iteration 37Q: 3 clusters Score -352501.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -352511.843750 Penalty: 797.770264
	Iteration 38Q: 3 clusters Score -352511.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -352521.937500 Penalty: 797.770264
	Iteration 39Q: 3 clusters Score -352521.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -352530.375000 Penalty: 797.770264
	Iteration 40F: 3 clusters Score -352530.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -352536.875000 Penalty: 797.770264
	Iteration 41Q: 3 clusters Score -352536.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -352541.718750 Penalty: 797.770264
	Iteration 42Q: 3 clusters Score -352541.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -352547.343750 Penalty: 797.770264
	Iteration 43Q: 3 clusters Score -352547.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -352555.218750 Penalty: 797.770264
	Iteration 44Q: 3 clusters Score -352555.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -352564.062500 Penalty: 797.770264
	Iteration 45Q: 3 clusters Score -352564.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -352574.375000 Penalty: 797.770264
	Iteration 46Q: 3 clusters Score -352574.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -352587.937500 Penalty: 797.770264
	Iteration 47Q: 3 clusters Score -352587.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -352600.968750 Penalty: 797.770264
	Iteration 48Q: 3 clusters Score -352601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -352615.187500 Penalty: 797.770264
	Iteration 49Q: 3 clusters Score -352615.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -352628.593750 Penalty: 797.770264
	Iteration 50Q: 3 clusters Score -352628.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -352639.750000 Penalty: 797.770264
	Iteration 51Q: 3 clusters Score -352639.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -352652.312500 Penalty: 797.770264
	Iteration 52Q: 3 clusters Score -352652.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -352662.156250 Penalty: 797.770264
	Iteration 53Q: 3 clusters Score -352662.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -352669.000000 Penalty: 797.770264
	Iteration 54Q: 3 clusters Score -352669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -352680.218750 Penalty: 797.770264
	Iteration 55Q: 3 clusters Score -352680.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -352690.656250 Penalty: 797.770264
	Iteration 56Q: 3 clusters Score -352690.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -352698.156250 Penalty: 797.770264
	Iteration 57Q: 3 clusters Score -352698.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -352708.031250 Penalty: 797.770264
	Iteration 58Q: 3 clusters Score -352708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -352717.312500 Penalty: 797.770264
	Iteration 59Q: 3 clusters Score -352717.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -352728.000000 Penalty: 797.770264
	Iteration 60F: 3 clusters Score -352728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -352739.687500 Penalty: 797.770264
	Iteration 61Q: 3 clusters Score -352739.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -352748.343750 Penalty: 797.770264
	Iteration 62Q: 3 clusters Score -352748.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -352757.062500 Penalty: 797.770264
	Iteration 63Q: 3 clusters Score -352757.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -352770.093750 Penalty: 797.770264
	Iteration 64Q: 3 clusters Score -352770.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -352787.843750 Penalty: 797.770264
	Iteration 65Q: 3 clusters Score -352787.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -352803.031250 Penalty: 797.770264
	Iteration 66Q: 3 clusters Score -352803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -352815.281250 Penalty: 797.770264
	Iteration 67Q: 3 clusters Score -352815.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -352825.937500 Penalty: 797.770264
	Iteration 68Q: 3 clusters Score -352825.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -352836.500000 Penalty: 797.770264
	Iteration 69Q: 3 clusters Score -352836.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -352845.343750 Penalty: 797.770264
	Iteration 70Q: 3 clusters Score -352845.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -352857.156250 Penalty: 797.770264
	Iteration 71Q: 3 clusters Score -352857.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -352866.781250 Penalty: 797.770264
	Iteration 72Q: 3 clusters Score -352866.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -352874.656250 Penalty: 797.770264
	Iteration 73Q: 3 clusters Score -352874.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -352883.375000 Penalty: 797.770264
	Iteration 74Q: 3 clusters Score -352883.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -352891.187500 Penalty: 797.770264
	Iteration 75Q: 3 clusters Score -352891.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -352897.000000 Penalty: 797.770264
	Iteration 76Q: 3 clusters Score -352897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -352902.375000 Penalty: 797.770264
	Iteration 77Q: 3 clusters Score -352902.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -352910.062500 Penalty: 797.770264
	Iteration 78Q: 3 clusters Score -352910.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -352918.468750 Penalty: 797.770264
	Iteration 79Q: 3 clusters Score -352918.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -352923.843750 Penalty: 797.770264
	Iteration 80F: 3 clusters Score -352923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -352926.375000 Penalty: 797.770264
	Iteration 81Q: 3 clusters Score -352926.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -352929.312500 Penalty: 797.770264
	Iteration 82Q: 3 clusters Score -352929.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -352930.906250 Penalty: 797.770264
	Iteration 83Q: 3 clusters Score -352930.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -352932.125000 Penalty: 797.770264
	Iteration 84Q: 3 clusters Score -352932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -352932.906250 Penalty: 797.770264
	Iteration 85Q: 3 clusters Score -352932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -352932.781250 Penalty: 797.770264
	Iteration 86Q: 3 clusters Score -352932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -352933.125000 Penalty: 797.770264
	Iteration 87Q: 3 clusters Score -352933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -352934.687500 Penalty: 797.770264
	Iteration 88Q: 3 clusters Score -352934.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -352939.062500 Penalty: 797.770264
	Iteration 89Q: 3 clusters Score -352939.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -352946.468750 Penalty: 797.770264
	Iteration 90Q: 3 clusters Score -352946.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -352951.562500 Penalty: 797.770264
	Iteration 91Q: 3 clusters Score -352951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -352954.718750 Penalty: 797.770264
	Iteration 92Q: 3 clusters Score -352954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -352955.375000 Penalty: 797.770264
	Iteration 93Q: 3 clusters Score -352955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -352955.625000 Penalty: 797.770264
	Iteration 94Q: 3 clusters Score -352955.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -352957.218750 Penalty: 797.770264
	Iteration 95Q: 3 clusters Score -352957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -352958.343750 Penalty: 797.770264
	Iteration 96Q: 3 clusters Score -352958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -352960.593750 Penalty: 797.770264
	Iteration 97Q: 3 clusters Score -352960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -352965.125000 Penalty: 797.770264
	Iteration 98Q: 3 clusters Score -352965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -352967.812500 Penalty: 797.770264
	Iteration 99Q: 3 clusters Score -352967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -352969.093750 Penalty: 797.770264
	Iteration 100F: 3 clusters Score -352969.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (88407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88407 members 
Entering Unmasked Estep 
Score: -4859678.500000 Penalty: 518.231628
	Iteration 0F: 2 clusters Score -4859678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -4800999.500000 Penalty: 1036.463257
	Iteration 0F: 3 clusters Score -4801000 nChanged 43160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -4827211.500000 Penalty: 1036.463257
	Iteration 1F: 3 clusters Score -4827212 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -4828445.000000 Penalty: 1036.463257
	Iteration 2Q: 3 clusters Score -4828445 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -4830569.500000 Penalty: 1036.463257
	Iteration 3Q: 3 clusters Score -4830570 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4834151.000000 Penalty: 1036.463257
	Iteration 4F: 3 clusters Score -4834151 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4839509.500000 Penalty: 1036.463257
	Iteration 5F: 3 clusters Score -4839510 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4845739.000000 Penalty: 1036.463257
	Iteration 6F: 3 clusters Score -4845739 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4850141.500000 Penalty: 1036.463257
	Iteration 7F: 3 clusters Score -4850142 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4851980.000000 Penalty: 1036.463257
	Iteration 8Q: 3 clusters Score -4851980 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4852971.000000 Penalty: 1036.463257
	Iteration 9Q: 3 clusters Score -4852971 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4853804.500000 Penalty: 1036.463257
	Iteration 10Q: 3 clusters Score -4853804 nChanged 1437
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4854528 nChanged 1275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4855120 nChanged 1102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4855608 nChanged 978
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4855959 nChanged 864
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4856264 nChanged 728
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Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4856504 nChanged 684
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Mstep: Class 1 contains 71545 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4856698 nChanged 601
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Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4856892 nChanged 576
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Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4857040 nChanged 545
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Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4857164 nChanged 462
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Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4857219 nChanged 413
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Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4857256 nChanged 350
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Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4857303 nChanged 343
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Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4857372 nChanged 356
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Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4857449 nChanged 367
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Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4857540 nChanged 356
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Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4857619 nChanged 392
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Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4857683 nChanged 396
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Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4857762 nChanged 416
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Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4857798 nChanged 384
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Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4857815 nChanged 404
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Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4857893 nChanged 445
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Mstep: Class 1 contains 78095 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4858000 nChanged 449
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Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4858062 nChanged 410
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Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4858112 nChanged 406
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Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4858172 nChanged 412
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Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4858256 nChanged 378
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Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4858294 nChanged 388
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Mstep: Class 1 contains 80538 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4858386 nChanged 370
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Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4858454 nChanged 373
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Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4858529 nChanged 362
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Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4858610 nChanged 321
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Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4858635 nChanged 308
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Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4858730 nChanged 275
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Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4858743 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83139 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4858780 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4858826 nChanged 272
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Mstep: Class 1 contains 83683 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4858860 nChanged 274
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Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4858914 nChanged 275
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Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4858968 nChanged 250
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Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4859018 nChanged 235
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Mstep: Class 1 contains 84717 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4859078 nChanged 220
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Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4859117 nChanged 206
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Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4859143 nChanged 197
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Mstep: Class 1 contains 85338 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4859172 nChanged 184
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Mstep: Class 1 contains 85522 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4859194 nChanged 167
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Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4859216 nChanged 160
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Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4859246 nChanged 153
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Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4859269 nChanged 132
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Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4859282 nChanged 121
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Mstep: Class 1 contains 86251 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4859288 nChanged 103
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Mstep: Class 1 contains 86352 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4859297 nChanged 93
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Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4859310 nChanged 97
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Mstep: Class 1 contains 86536 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4859321 nChanged 74
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4859328 nChanged 57
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Mstep: Class 1 contains 86665 members 
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	Iteration 67Q: 3 clusters Score -4859327 nChanged 58
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Mstep: Class 1 contains 86721 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4859330 nChanged 61
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Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4859340 nChanged 62
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Mstep: Class 1 contains 86840 members 
Mstep: Class 2 contains 1567 members 
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	Iteration 70Q: 3 clusters Score -4859327 nChanged 56
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Mstep: Class 1 contains 86894 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4859334 nChanged 56
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Mstep: Class 1 contains 86946 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4859339 nChanged 48
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4859338 nChanged 34
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Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4859344 nChanged 36
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	Iteration 75Q: 3 clusters Score -4859344 nChanged 34
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	Iteration 76Q: 3 clusters Score -4859343 nChanged 30
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Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 1285 members 
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	Iteration 77Q: 3 clusters Score -4859340 nChanged 27
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Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4859346 nChanged 22
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Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4859349 nChanged 28
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Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4859352 nChanged 34
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Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4859350 nChanged 27
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Mstep: Class 1 contains 87254 members 
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	Iteration 82Q: 3 clusters Score -4859348 nChanged 14
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Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 1143 members 
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	Iteration 83Q: 3 clusters Score -4859353 nChanged 11
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	Iteration 84Q: 3 clusters Score -4859357 nChanged 9
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4859360 nChanged 12
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	Iteration 86Q: 3 clusters Score -4859357 nChanged 15
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	Iteration 87Q: 3 clusters Score -4859357 nChanged 18
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4859362 nChanged 16
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	Iteration 89Q: 3 clusters Score -4859361 nChanged 18
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	Iteration 90Q: 3 clusters Score -4859368 nChanged 18
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	Iteration 91Q: 3 clusters Score -4859374 nChanged 14
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	Iteration 92Q: 3 clusters Score -4859374 nChanged 15
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4859382 nChanged 19
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Mstep: Class 2 contains 996 members 
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	Iteration 94Q: 3 clusters Score -4859374 nChanged 16
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4859380 nChanged 11
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	Iteration 96Q: 3 clusters Score -4859379 nChanged 12
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	Iteration 97Q: 3 clusters Score -4859380 nChanged 8
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	Iteration 98Q: 3 clusters Score -4859382 nChanged 4
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	Iteration 99Q: 3 clusters Score -4859378 nChanged 8
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	Iteration 100F: 3 clusters Score -4859377 nChanged 13
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	Iteration 101Q: 3 clusters Score -4859379 nChanged 11
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Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4859379 nChanged 10
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	Iteration 103Q: 3 clusters Score -4859381 nChanged 8
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Entering Unmasked Estep 
Score: -4859377.500000 Penalty: 1036.463257
	Iteration 104Q: 3 clusters Score -4859378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4859372.500000 Penalty: 1036.463257
	Iteration 105Q: 3 clusters Score -4859372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4859377.500000 Penalty: 1036.463257
	Iteration 106Q: 3 clusters Score -4859378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4859380.000000 Penalty: 1036.463257
	Iteration 107Q: 3 clusters Score -4859380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4859382.000000 Penalty: 1036.463257
	Iteration 108Q: 3 clusters Score -4859382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4859385.000000 Penalty: 1036.463257
	Iteration 109Q: 3 clusters Score -4859385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4859383.500000 Penalty: 1036.463257
	Iteration 110Q: 3 clusters Score -4859384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4859383.500000 Penalty: 1036.463257
	Iteration 111F: 3 clusters Score -4859384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Entering Unmasked Estep 
Score: -485113.031250 Penalty: 411.375092
	Iteration 0F: 2 clusters Score -485113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -479500.000000 Penalty: 822.750183
	Iteration 0F: 3 clusters Score -479500 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -481645.406250 Penalty: 822.750183
	Iteration 1F: 3 clusters Score -481645.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -481773.656250 Penalty: 822.750183
	Iteration 2Q: 3 clusters Score -481773.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -481913.062500 Penalty: 822.750183
	Iteration 3Q: 3 clusters Score -481913.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -482075.937500 Penalty: 822.750183
	Iteration 4Q: 3 clusters Score -482075.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -482314.937500 Penalty: 822.750183
	Iteration 5Q: 3 clusters Score -482314.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -482690.562500 Penalty: 822.750183
	Iteration 6F: 3 clusters Score -482690.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -483212.406250 Penalty: 822.750183
	Iteration 7F: 3 clusters Score -483212.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -483630.656250 Penalty: 822.750183
	Iteration 8F: 3 clusters Score -483630.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -483902.906250 Penalty: 822.750183
	Iteration 9Q: 3 clusters Score -483902.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -484088.406250 Penalty: 822.750183
	Iteration 10Q: 3 clusters Score -484088.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -484205.000000 Penalty: 822.750183
	Iteration 11Q: 3 clusters Score -484205 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -484297.062500 Penalty: 822.750183
	Iteration 12Q: 3 clusters Score -484297.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -484366.062500 Penalty: 822.750183
	Iteration 13Q: 3 clusters Score -484366.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -484437.406250 Penalty: 822.750183
	Iteration 14Q: 3 clusters Score -484437.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -484495.062500 Penalty: 822.750183
	Iteration 15Q: 3 clusters Score -484495.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -484541.187500 Penalty: 822.750183
	Iteration 16Q: 3 clusters Score -484541.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -484582.968750 Penalty: 822.750183
	Iteration 17Q: 3 clusters Score -484583 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -484609.093750 Penalty: 822.750183
	Iteration 18Q: 3 clusters Score -484609.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -484621.968750 Penalty: 822.750183
	Iteration 19Q: 3 clusters Score -484622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -484629.906250 Penalty: 822.750183
	Iteration 20F: 3 clusters Score -484629.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -484637.687500 Penalty: 822.750183
	Iteration 21Q: 3 clusters Score -484637.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -484641.625000 Penalty: 822.750183
	Iteration 22Q: 3 clusters Score -484641.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -484646.406250 Penalty: 822.750183
	Iteration 23Q: 3 clusters Score -484646.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -484651.125000 Penalty: 822.750183
	Iteration 24Q: 3 clusters Score -484651.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -484654.000000 Penalty: 822.750183
	Iteration 25Q: 3 clusters Score -484654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -484656.781250 Penalty: 822.750183
	Iteration 26Q: 3 clusters Score -484656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -484659.281250 Penalty: 822.750183
	Iteration 27Q: 3 clusters Score -484659.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -484662.281250 Penalty: 822.750183
	Iteration 28Q: 3 clusters Score -484662.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -484665.906250 Penalty: 822.750183
	Iteration 29Q: 3 clusters Score -484665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -484667.562500 Penalty: 822.750183
	Iteration 30Q: 3 clusters Score -484667.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -484670.125000 Penalty: 822.750183
	Iteration 31Q: 3 clusters Score -484670.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -484673.687500 Penalty: 822.750183
	Iteration 32Q: 3 clusters Score -484673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -484674.562500 Penalty: 822.750183
	Iteration 33Q: 3 clusters Score -484674.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -484675.656250 Penalty: 822.750183
	Iteration 34Q: 3 clusters Score -484675.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -484675.968750 Penalty: 822.750183
	Iteration 35Q: 3 clusters Score -484676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -484677.500000 Penalty: 822.750183
	Iteration 36Q: 3 clusters Score -484677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -484677.812500 Penalty: 822.750183
	Iteration 37Q: 3 clusters Score -484677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -484679.281250 Penalty: 822.750183
	Iteration 38Q: 3 clusters Score -484679.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -484683.218750 Penalty: 822.750183
	Iteration 39Q: 3 clusters Score -484683.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -484683.468750 Penalty: 822.750183
	Iteration 40F: 3 clusters Score -484683.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -484683.718750 Penalty: 822.750183
	Iteration 41Q: 3 clusters Score -484683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -484684.406250 Penalty: 822.750183
	Iteration 42Q: 3 clusters Score -484684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -484684.906250 Penalty: 822.750183
	Iteration 43Q: 3 clusters Score -484684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -484685.250000 Penalty: 822.750183
	Iteration 44Q: 3 clusters Score -484685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -484685.250000 Penalty: 822.750183
	Iteration 45F: 3 clusters Score -484685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102687 members 
Entering Unmasked Estep 
Score: -5688339.000000 Penalty: 525.044556
	Iteration 0F: 2 clusters Score -5688339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -5621900.000000 Penalty: 1050.089111
	Iteration 0F: 3 clusters Score -5621900 nChanged 50221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -5653268.500000 Penalty: 1050.089111
	Iteration 1F: 3 clusters Score -5653268 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -5654855.500000 Penalty: 1050.089111
	Iteration 2Q: 3 clusters Score -5654856 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -5656910.000000 Penalty: 1050.089111
	Iteration 3Q: 3 clusters Score -5656910 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -5660432.500000 Penalty: 1050.089111
	Iteration 4F: 3 clusters Score -5660432 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -5665555.500000 Penalty: 1050.089111
	Iteration 5F: 3 clusters Score -5665556 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -5669902.500000 Penalty: 1050.089111
	Iteration 6F: 3 clusters Score -5669902 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -5671656.000000 Penalty: 1050.089111
	Iteration 7Q: 3 clusters Score -5671656 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -5672096.000000 Penalty: 1050.089111
	Iteration 8Q: 3 clusters Score -5672096 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -5672291.000000 Penalty: 1050.089111
	Iteration 9Q: 3 clusters Score -5672291 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -5672442.500000 Penalty: 1050.089111
	Iteration 10Q: 3 clusters Score -5672442 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -5672583.000000 Penalty: 1050.089111
	Iteration 11Q: 3 clusters Score -5672583 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -5672772.500000 Penalty: 1050.089111
	Iteration 12Q: 3 clusters Score -5672772 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -5673004.000000 Penalty: 1050.089111
	Iteration 13Q: 3 clusters Score -5673004 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -5673295.500000 Penalty: 1050.089111
	Iteration 14Q: 3 clusters Score -5673296 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -5673622.500000 Penalty: 1050.089111
	Iteration 15Q: 3 clusters Score -5673622 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -5673998.000000 Penalty: 1050.089111
	Iteration 16Q: 3 clusters Score -5673998 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -5674423.500000 Penalty: 1050.089111
	Iteration 17Q: 3 clusters Score -5674424 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -5674781.500000 Penalty: 1050.089111
	Iteration 18Q: 3 clusters Score -5674782 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -5675238.000000 Penalty: 1050.089111
	Iteration 19Q: 3 clusters Score -5675238 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -5675687.500000 Penalty: 1050.089111
	Iteration 20F: 3 clusters Score -5675688 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -5676208.000000 Penalty: 1050.089111
	Iteration 21Q: 3 clusters Score -5676208 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -5676751.000000 Penalty: 1050.089111
	Iteration 22Q: 3 clusters Score -5676751 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -5677259.000000 Penalty: 1050.089111
	Iteration 23Q: 3 clusters Score -5677259 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -5677765.500000 Penalty: 1050.089111
	Iteration 24Q: 3 clusters Score -5677766 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -5678371.000000 Penalty: 1050.089111
	Iteration 25Q: 3 clusters Score -5678371 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -5678928.000000 Penalty: 1050.089111
	Iteration 26Q: 3 clusters Score -5678928 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -5679444.000000 Penalty: 1050.089111
	Iteration 27Q: 3 clusters Score -5679444 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -5679971.500000 Penalty: 1050.089111
	Iteration 28Q: 3 clusters Score -5679972 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -5680524.500000 Penalty: 1050.089111
	Iteration 29Q: 3 clusters Score -5680524 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -5681017.500000 Penalty: 1050.089111
	Iteration 30Q: 3 clusters Score -5681018 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -5681507.000000 Penalty: 1050.089111
	Iteration 31Q: 3 clusters Score -5681507 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -5682003.500000 Penalty: 1050.089111
	Iteration 32Q: 3 clusters Score -5682004 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -5682458.500000 Penalty: 1050.089111
	Iteration 33Q: 3 clusters Score -5682458 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -5682855.500000 Penalty: 1050.089111
	Iteration 34Q: 3 clusters Score -5682856 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -5683203.500000 Penalty: 1050.089111
	Iteration 35Q: 3 clusters Score -5683204 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5683526 nChanged 1206
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Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 56169 members 
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	Iteration 37Q: 3 clusters Score -5683909 nChanged 1220
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Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5684647 nChanged 1175
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Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 57248 members 
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	Iteration 40F: 3 clusters Score -5685060 nChanged 1289
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Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 57513 members 
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	Iteration 41Q: 3 clusters Score -5685477 nChanged 1216
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Mstep: Class 2 contains 57771 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5686784 nChanged 120
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	Iteration 55Q: 3 clusters Score -5686788 nChanged 120
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	Iteration 58Q: 3 clusters Score -5686794 nChanged 64
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	Iteration 59Q: 3 clusters Score -5686793 nChanged 54
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	Iteration 60F: 3 clusters Score -5686792 nChanged 56
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	Iteration 62Q: 3 clusters Score -5686780 nChanged 79
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	Iteration 67Q: 3 clusters Score -5686810 nChanged 77
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	Iteration 78Q: 3 clusters Score -5686848 nChanged 51
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	Iteration 79Q: 3 clusters Score -5686839 nChanged 71
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	Iteration 80F: 3 clusters Score -5686849 nChanged 71
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	Iteration 82Q: 3 clusters Score -5686840 nChanged 71
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	Iteration 84Q: 3 clusters Score -5686820 nChanged 62
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	Iteration 86Q: 3 clusters Score -5686844 nChanged 60
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	Iteration 90Q: 3 clusters Score -5686874 nChanged 65
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	Iteration 91Q: 3 clusters Score -5686874 nChanged 71
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	Iteration 95Q: 3 clusters Score -5686875 nChanged 65
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	Iteration 97Q: 3 clusters Score -5686869 nChanged 81
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	Iteration 99Q: 3 clusters Score -5686878 nChanged 82
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	Iteration 100F: 3 clusters Score -5686868 nChanged 65
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	Iteration 113Q: 3 clusters Score -5686920 nChanged 56
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	Iteration 114Q: 3 clusters Score -5686936 nChanged 70
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	Iteration 116Q: 3 clusters Score -5686940 nChanged 86
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	Iteration 117Q: 3 clusters Score -5686930 nChanged 82
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	Iteration 119Q: 3 clusters Score -5686950 nChanged 86
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	Iteration 120F: 3 clusters Score -5686961 nChanged 90
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	Iteration 126Q: 3 clusters Score -5686970 nChanged 78
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	Iteration 127Q: 3 clusters Score -5686973 nChanged 90
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	Iteration 128Q: 3 clusters Score -5686976 nChanged 86
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	Iteration 129Q: 3 clusters Score -5686985 nChanged 60
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Mstep: Class 2 contains 52127 members 
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	Iteration 130Q: 3 clusters Score -5686983 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5687000 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5687001 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50797 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5686999 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5686992 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5686983 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51080 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5686970 nChanged 109
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Mstep: Class 1 contains 51189 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5686981 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5686980 nChanged 107
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Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5686978 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51543 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5686982 nChanged 102
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Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5687006 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5687005 nChanged 117
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Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5687016 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5687031 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5687040 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -5687056.500000 Penalty: 1050.089111
	Iteration 146Q: 3 clusters Score -5687056 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5687055 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52488 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5687068 nChanged 106
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5687071 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5687068 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5687070 nChanged 123
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Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5687060 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53088 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5687062 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53201 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5687074 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53317 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5687082 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5687104 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53525 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5687100 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5687102 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5687120 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5687148 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5687150 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5687172 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54109 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5687192 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54203 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5687182 nChanged 86
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Mstep: Class 1 contains 54289 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5687204 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54345 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5687207 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54401 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5687212 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5687207 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54491 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5687200 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54544 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5687204 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54615 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5687200 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54656 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5687194 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54693 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5687200 nChanged 38
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Mstep: Class 1 contains 54731 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5687201 nChanged 39
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Mstep: Class 1 contains 54770 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5687203 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54813 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5687206 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54854 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5687226 nChanged 46
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Mstep: Class 1 contains 54898 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5687228 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54949 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5687228 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55012 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5687244 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55097 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5687254 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55216 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5687260 nChanged 117
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Mstep: Class 1 contains 55333 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5687262 nChanged 76
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Mstep: Class 1 contains 55409 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5687262 nChanged 76
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5687263 nChanged 87
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5687277 nChanged 108
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5687284 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55780 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5687282 nChanged 70
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Mstep: Class 1 contains 55850 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5687288 nChanged 61
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5687302 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55985 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5687306 nChanged 66
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Mstep: Class 1 contains 56051 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5687310 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56117 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5687313 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56181 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5687310 nChanged 47
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Mstep: Class 1 contains 56228 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5687308 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56274 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5687316 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56319 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5687328 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5687332 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56420 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5687332 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56475 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5687352 nChanged 69
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Mstep: Class 1 contains 56544 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5687354 nChanged 54
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Mstep: Class 1 contains 56598 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5687362 nChanged 59
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Mstep: Class 1 contains 56657 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5687361 nChanged 42
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Mstep: Class 1 contains 56699 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5687353 nChanged 41
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Mstep: Class 1 contains 56740 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5687358 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5687361 nChanged 28
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5687357 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5687362 nChanged 25
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5687355 nChanged 24
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	Iteration 210Q: 3 clusters Score -5687354 nChanged 19
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5687355 nChanged 20
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5687364 nChanged 13
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5687352 nChanged 19
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Mstep: Class 1 contains 56949 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5687355 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5687362 nChanged 9
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Mstep: Class 1 contains 56969 members 
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	Iteration 216Q: 3 clusters Score -5687358 nChanged 4
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5687358 nChanged 7
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	Iteration 218Q: 3 clusters Score -5687356 nChanged 6
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	Iteration 219Q: 3 clusters Score -5687355 nChanged 10
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5687361 nChanged 9
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	Iteration 221Q: 3 clusters Score -5687364 nChanged 14
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	Iteration 222Q: 3 clusters Score -5687353 nChanged 18
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	Iteration 223Q: 3 clusters Score -5687364 nChanged 21
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Entering Unmasked Estep 
Score: -5687370.500000 Penalty: 1050.089111
	Iteration 224Q: 3 clusters Score -5687370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -5687365.000000 Penalty: 1050.089111
	Iteration 225Q: 3 clusters Score -5687365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -5687363.500000 Penalty: 1050.089111
	Iteration 226Q: 3 clusters Score -5687364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -5687372.000000 Penalty: 1050.089111
	Iteration 227Q: 3 clusters Score -5687372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -5687379.500000 Penalty: 1050.089111
	Iteration 228Q: 3 clusters Score -5687380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -5687373.000000 Penalty: 1050.089111
	Iteration 229Q: 3 clusters Score -5687373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -5687368.500000 Penalty: 1050.089111
	Iteration 230Q: 3 clusters Score -5687368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -5687371.500000 Penalty: 1050.089111
	Iteration 231Q: 3 clusters Score -5687372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5687371.000000 Penalty: 1050.089111
	Iteration 232Q: 3 clusters Score -5687371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -5687362.500000 Penalty: 1050.089111
	Iteration 233Q: 3 clusters Score -5687362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -5687376.000000 Penalty: 1050.089111
	Iteration 234Q: 3 clusters Score -5687376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -5687371.500000 Penalty: 1050.089111
	Iteration 235Q: 3 clusters Score -5687372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -5687375.000000 Penalty: 1050.089111
	Iteration 236Q: 3 clusters Score -5687375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -5687374.000000 Penalty: 1050.089111
	Iteration 237Q: 3 clusters Score -5687374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -5687379.500000 Penalty: 1050.089111
	Iteration 238Q: 3 clusters Score -5687380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -5687388.500000 Penalty: 1050.089111
	Iteration 239Q: 3 clusters Score -5687388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -5687388.000000 Penalty: 1050.089111
	Iteration 240F: 3 clusters Score -5687388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -5687385.500000 Penalty: 1050.089111
	Iteration 241Q: 3 clusters Score -5687386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5687382.500000 Penalty: 1050.089111
	Iteration 242Q: 3 clusters Score -5687382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -5687384.500000 Penalty: 1050.089111
	Iteration 243Q: 3 clusters Score -5687384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5687382.500000 Penalty: 1050.089111
	Iteration 244Q: 3 clusters Score -5687382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -5687386.500000 Penalty: 1050.089111
	Iteration 245Q: 3 clusters Score -5687386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -5687386.000000 Penalty: 1050.089111
	Iteration 246Q: 3 clusters Score -5687386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -5687384.000000 Penalty: 1050.089111
	Iteration 247Q: 3 clusters Score -5687384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57379 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5687386.500000 Penalty: 1050.089111
	Iteration 248Q: 3 clusters Score -5687386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -5687384.000000 Penalty: 1050.089111
	Iteration 249Q: 3 clusters Score -5687384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -5687386.000000 Penalty: 1050.089111
	Iteration 250Q: 3 clusters Score -5687386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -5687386.000000 Penalty: 1050.089111
	Iteration 251F: 3 clusters Score -5687386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (138454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138454 members 
Entering Unmasked Estep 
Score: -7174560.000000 Penalty: 538.642334
	Iteration 0F: 2 clusters Score -7174560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -7081287.000000 Penalty: 1077.284668
	Iteration 0F: 3 clusters Score -7081287 nChanged 67969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 68861 members 
Entering Unmasked Estep 
Score: -7123464.500000 Penalty: 1077.284668
	Iteration 1F: 3 clusters Score -7123464 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -7125268.000000 Penalty: 1077.284668
	Iteration 2Q: 3 clusters Score -7125268 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66884 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -7127671.000000 Penalty: 1077.284668
	Iteration 3Q: 3 clusters Score -7127671 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -7130873.000000 Penalty: 1077.284668
	Iteration 4Q: 3 clusters Score -7130873 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -7135488.000000 Penalty: 1077.284668
	Iteration 5F: 3 clusters Score -7135488 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -7141234.500000 Penalty: 1077.284668
	Iteration 6F: 3 clusters Score -7141234 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -7146432.500000 Penalty: 1077.284668
	Iteration 7F: 3 clusters Score -7146432 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 84729 members 
Entering Unmasked Estep 
Score: -7149151.500000 Penalty: 1077.284668
	Iteration 8Q: 3 clusters Score -7149152 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -7150095.000000 Penalty: 1077.284668
	Iteration 9Q: 3 clusters Score -7150095 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -7150552.500000 Penalty: 1077.284668
	Iteration 10Q: 3 clusters Score -7150552 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -7150964.500000 Penalty: 1077.284668
	Iteration 11Q: 3 clusters Score -7150964 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -7151322.500000 Penalty: 1077.284668
	Iteration 12Q: 3 clusters Score -7151322 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 93901 members 
Entering Unmasked Estep 
Score: -7151739.000000 Penalty: 1077.284668
	Iteration 13Q: 3 clusters Score -7151739 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -7152220.000000 Penalty: 1077.284668
	Iteration 14Q: 3 clusters Score -7152220 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 98294 members 
Entering Unmasked Estep 
Score: -7152844.500000 Penalty: 1077.284668
	Iteration 15Q: 3 clusters Score -7152844 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -7153607.000000 Penalty: 1077.284668
	Iteration 16Q: 3 clusters Score -7153607 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -7154378.500000 Penalty: 1077.284668
	Iteration 17Q: 3 clusters Score -7154378 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 105999 members 
Entering Unmasked Estep 
Score: -7155217.000000 Penalty: 1077.284668
	Iteration 18Q: 3 clusters Score -7155217 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 108819 members 
Entering Unmasked Estep 
Score: -7156260.500000 Penalty: 1077.284668
	Iteration 19Q: 3 clusters Score -7156260 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 111732 members 
Entering Unmasked Estep 
Score: -7157438.000000 Penalty: 1077.284668
	Iteration 20F: 3 clusters Score -7157438 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -7158717.000000 Penalty: 1077.284668
	Iteration 21Q: 3 clusters Score -7158717 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 117643 members 
Entering Unmasked Estep 
Score: -7160231.500000 Penalty: 1077.284668
	Iteration 22Q: 3 clusters Score -7160232 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 120508 members 
Entering Unmasked Estep 
Score: -7161732.000000 Penalty: 1077.284668
	Iteration 23Q: 3 clusters Score -7161732 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 123342 members 
Entering Unmasked Estep 
Score: -7163386.000000 Penalty: 1077.284668
	Iteration 24Q: 3 clusters Score -7163386 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 126009 members 
Entering Unmasked Estep 
Score: -7165175.500000 Penalty: 1077.284668
	Iteration 25Q: 3 clusters Score -7165176 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 128459 members 
Entering Unmasked Estep 
Score: -7166891.000000 Penalty: 1077.284668
	Iteration 26Q: 3 clusters Score -7166891 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 130563 members 
Entering Unmasked Estep 
Score: -7168408.500000 Penalty: 1077.284668
	Iteration 27Q: 3 clusters Score -7168408 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 132361 members 
Entering Unmasked Estep 
Score: -7169738.500000 Penalty: 1077.284668
	Iteration 28Q: 3 clusters Score -7169738 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 133819 members 
Entering Unmasked Estep 
Score: -7170800.000000 Penalty: 1077.284668
	Iteration 29Q: 3 clusters Score -7170800 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 134985 members 
Entering Unmasked Estep 
Score: -7171691.000000 Penalty: 1077.284668
	Iteration 30Q: 3 clusters Score -7171691 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 135893 members 
Entering Unmasked Estep 
Score: -7172376.000000 Penalty: 1077.284668
	Iteration 31Q: 3 clusters Score -7172376 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 136613 members 
Entering Unmasked Estep 
Score: -7172881.000000 Penalty: 1077.284668
	Iteration 32Q: 3 clusters Score -7172881 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 137132 members 
Entering Unmasked Estep 
Score: -7173242.000000 Penalty: 1077.284668
	Iteration 33Q: 3 clusters Score -7173242 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 137524 members 
Entering Unmasked Estep 
Score: -7173470.500000 Penalty: 1077.284668
	Iteration 34Q: 3 clusters Score -7173470 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -7173687.000000 Penalty: 1077.284668
	Iteration 35Q: 3 clusters Score -7173687 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 137976 members 
Entering Unmasked Estep 
Score: -7173808.500000 Penalty: 1077.284668
	Iteration 36Q: 3 clusters Score -7173808 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 138080 members 
Entering Unmasked Estep 
Score: -7173876.500000 Penalty: 1077.284668
	Iteration 37Q: 3 clusters Score -7173876 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 138163 members 
Entering Unmasked Estep 
Score: -7173947.500000 Penalty: 1077.284668
	Iteration 38Q: 3 clusters Score -7173948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138207 members 
Entering Unmasked Estep 
Score: -7173981.500000 Penalty: 1077.284668
	Iteration 39Q: 3 clusters Score -7173982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 138230 members 
Entering Unmasked Estep 
Score: -7173984.500000 Penalty: 1077.284668
	Iteration 40F: 3 clusters Score -7173984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 138247 members 
Entering Unmasked Estep 
Score: -7174002.500000 Penalty: 1077.284668
	Iteration 41Q: 3 clusters Score -7174002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 138259 members 
Entering Unmasked Estep 
Score: -7174027.000000 Penalty: 1077.284668
	Iteration 42Q: 3 clusters Score -7174027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138275 members 
Entering Unmasked Estep 
Score: -7174044.500000 Penalty: 1077.284668
	Iteration 43Q: 3 clusters Score -7174044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138286 members 
Entering Unmasked Estep 
Score: -7174057.500000 Penalty: 1077.284668
	Iteration 44Q: 3 clusters Score -7174058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 138294 members 
Entering Unmasked Estep 
Score: -7174060.000000 Penalty: 1077.284668
	Iteration 45Q: 3 clusters Score -7174060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 138301 members 
Entering Unmasked Estep 
Score: -7174064.000000 Penalty: 1077.284668
	Iteration 46Q: 3 clusters Score -7174064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 138308 members 
Entering Unmasked Estep 
Score: -7174069.500000 Penalty: 1077.284668
	Iteration 47Q: 3 clusters Score -7174070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138310 members 
Entering Unmasked Estep 
Score: -7174072.000000 Penalty: 1077.284668
	Iteration 48Q: 3 clusters Score -7174072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 138312 members 
Entering Unmasked Estep 
Score: -7174079.500000 Penalty: 1077.284668
	Iteration 49Q: 3 clusters Score -7174080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138315 members 
Entering Unmasked Estep 
Score: -7174086.000000 Penalty: 1077.284668
	Iteration 50Q: 3 clusters Score -7174086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 138318 members 
Entering Unmasked Estep 
Score: -7174087.000000 Penalty: 1077.284668
	Iteration 51Q: 3 clusters Score -7174087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138322 members 
Entering Unmasked Estep 
Score: -7174095.500000 Penalty: 1077.284668
	Iteration 52Q: 3 clusters Score -7174096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 138323 members 
Entering Unmasked Estep 
Score: -7174099.000000 Penalty: 1077.284668
	Iteration 53Q: 3 clusters Score -7174099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138326 members 
Entering Unmasked Estep 
Score: -7174102.500000 Penalty: 1077.284668
	Iteration 54Q: 3 clusters Score -7174102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 138327 members 
Entering Unmasked Estep 
Score: -7174102.000000 Penalty: 1077.284668
	Iteration 55Q: 3 clusters Score -7174102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 138327 members 
Entering Unmasked Estep 
Score: -7174102.000000 Penalty: 1077.284668
	Iteration 56F: 3 clusters Score -7174102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -79521.375000 Penalty: 332.232910
	Iteration 0F: 2 clusters Score -79521.38 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 735 members 
Entering Unmasked Estep 
Score: -78403.617188 Penalty: 664.465820
	Iteration 0F: 3 clusters Score -78403.62 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -78764.000000 Penalty: 664.465820
	Iteration 1F: 3 clusters Score -78764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -78807.500000 Penalty: 664.465820
	Iteration 2F: 3 clusters Score -78807.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -78846.070312 Penalty: 664.465820
	Iteration 3Q: 3 clusters Score -78846.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -78869.203125 Penalty: 664.465820
	Iteration 4Q: 3 clusters Score -78869.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -78898.054688 Penalty: 664.465820
	Iteration 5Q: 3 clusters Score -78898.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -78930.320312 Penalty: 664.465820
	Iteration 6Q: 3 clusters Score -78930.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -78962.312500 Penalty: 664.465820
	Iteration 7Q: 3 clusters Score -78962.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -79008.390625 Penalty: 664.465820
	Iteration 8Q: 3 clusters Score -79008.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -79050.656250 Penalty: 664.465820
	Iteration 9Q: 3 clusters Score -79050.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -79084.953125 Penalty: 664.465820
	Iteration 10Q: 3 clusters Score -79084.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -79114.218750 Penalty: 664.465820
	Iteration 11Q: 3 clusters Score -79114.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -79137.742188 Penalty: 664.465820
	Iteration 12Q: 3 clusters Score -79137.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -79157.820312 Penalty: 664.465820
	Iteration 13Q: 3 clusters Score -79157.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -79174.414062 Penalty: 664.465820
	Iteration 14Q: 3 clusters Score -79174.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -79186.851562 Penalty: 664.465820
	Iteration 15Q: 3 clusters Score -79186.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -79196.835938 Penalty: 664.465820
	Iteration 16Q: 3 clusters Score -79196.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -79203.453125 Penalty: 664.465820
	Iteration 17Q: 3 clusters Score -79203.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -79209.062500 Penalty: 664.465820
	Iteration 18Q: 3 clusters Score -79209.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -79215.664062 Penalty: 664.465820
	Iteration 19Q: 3 clusters Score -79215.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -79224.476562 Penalty: 664.465820
	Iteration 20F: 3 clusters Score -79224.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -79234.132812 Penalty: 664.465820
	Iteration 21Q: 3 clusters Score -79234.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -79243.210938 Penalty: 664.465820
	Iteration 22Q: 3 clusters Score -79243.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -79249.382812 Penalty: 664.465820
	Iteration 23Q: 3 clusters Score -79249.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -79252.585938 Penalty: 664.465820
	Iteration 24Q: 3 clusters Score -79252.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -79255.578125 Penalty: 664.465820
	Iteration 25Q: 3 clusters Score -79255.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -79258.554688 Penalty: 664.465820
	Iteration 26Q: 3 clusters Score -79258.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -79260.835938 Penalty: 664.465820
	Iteration 27Q: 3 clusters Score -79260.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -79262.664062 Penalty: 664.465820
	Iteration 28Q: 3 clusters Score -79262.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -79265.046875 Penalty: 664.465820
	Iteration 29Q: 3 clusters Score -79265.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -79266.546875 Penalty: 664.465820
	Iteration 30Q: 3 clusters Score -79266.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -79267.429688 Penalty: 664.465820
	Iteration 31Q: 3 clusters Score -79267.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -79267.796875 Penalty: 664.465820
	Iteration 32Q: 3 clusters Score -79267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -79267.796875 Penalty: 664.465820
	Iteration 33F: 3 clusters Score -79267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -20399.646484 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -20399.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19927.027344 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -19927.03 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20096.677734 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -20096.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20177.197266 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -20177.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20207.898438 Penalty: 558.729492
	Iteration 3F: 3 clusters Score -20207.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -20237.177734 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -20237.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20268.566406 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -20268.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -20285.736328 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -20285.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20298.820312 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -20298.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20312.750000 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -20312.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -20324.451172 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -20324.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -20326.841797 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -20326.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20329.615234 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -20329.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -20331.097656 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -20331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -20331.603516 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -20331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20332.316406 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -20332.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -20333.013672 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -20333.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20334.246094 Penalty: 558.729492
	Iteration 16Q: 3 clusters Score -20334.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20334.246094 Penalty: 558.729492
	Iteration 17F: 3 clusters Score -20334.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -92158.648438 Penalty: 339.426117
	Iteration 0F: 2 clusters Score -92158.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -90912.718750 Penalty: 678.852234
	Iteration 0F: 3 clusters Score -90912.72 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -91294.187500 Penalty: 678.852234
	Iteration 1F: 3 clusters Score -91294.19 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -91355.609375 Penalty: 678.852234
	Iteration 2F: 3 clusters Score -91355.61 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -91418.054688 Penalty: 678.852234
	Iteration 3F: 3 clusters Score -91418.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -91467.210938 Penalty: 678.852234
	Iteration 4Q: 3 clusters Score -91467.21 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -91522.109375 Penalty: 678.852234
	Iteration 5Q: 3 clusters Score -91522.11 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -91574.390625 Penalty: 678.852234
	Iteration 6Q: 3 clusters Score -91574.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -91618.804688 Penalty: 678.852234
	Iteration 7Q: 3 clusters Score -91618.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -91664.960938 Penalty: 678.852234
	Iteration 8Q: 3 clusters Score -91664.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -91717.031250 Penalty: 678.852234
	Iteration 9Q: 3 clusters Score -91717.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -91751.453125 Penalty: 678.852234
	Iteration 10Q: 3 clusters Score -91751.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -91778.671875 Penalty: 678.852234
	Iteration 11Q: 3 clusters Score -91778.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -91809.695312 Penalty: 678.852234
	Iteration 12Q: 3 clusters Score -91809.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -91828.960938 Penalty: 678.852234
	Iteration 13Q: 3 clusters Score -91828.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -91839.429688 Penalty: 678.852234
	Iteration 14Q: 3 clusters Score -91839.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -91850.328125 Penalty: 678.852234
	Iteration 15Q: 3 clusters Score -91850.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -91869.281250 Penalty: 678.852234
	Iteration 16Q: 3 clusters Score -91869.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -91879.460938 Penalty: 678.852234
	Iteration 17Q: 3 clusters Score -91879.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -91885.523438 Penalty: 678.852234
	Iteration 18Q: 3 clusters Score -91885.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -91888.273438 Penalty: 678.852234
	Iteration 19Q: 3 clusters Score -91888.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -91890.218750 Penalty: 678.852234
	Iteration 20F: 3 clusters Score -91890.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -91890.515625 Penalty: 678.852234
	Iteration 21Q: 3 clusters Score -91890.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -91890.515625 Penalty: 678.852234
	Iteration 22F: 3 clusters Score -91890.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Entering Unmasked Estep 
Score: -1209382.875000 Penalty: 454.389740
	Iteration 0F: 2 clusters Score -1209383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1194835.250000 Penalty: 908.779480
	Iteration 0F: 3 clusters Score -1194835 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1200917.000000 Penalty: 908.779480
	Iteration 1F: 3 clusters Score -1200917 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1201232.500000 Penalty: 908.779480
	Iteration 2Q: 3 clusters Score -1201232 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1201688.250000 Penalty: 908.779480
	Iteration 3Q: 3 clusters Score -1201688 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1202441.500000 Penalty: 908.779480
	Iteration 4F: 3 clusters Score -1202442 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1203570.125000 Penalty: 908.779480
	Iteration 5F: 3 clusters Score -1203570 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1205038.875000 Penalty: 908.779480
	Iteration 6F: 3 clusters Score -1205039 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1206423.500000 Penalty: 908.779480
	Iteration 7F: 3 clusters Score -1206424 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1207386.125000 Penalty: 908.779480
	Iteration 8Q: 3 clusters Score -1207386 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1207954.000000 Penalty: 908.779480
	Iteration 9Q: 3 clusters Score -1207954 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1208294.375000 Penalty: 908.779480
	Iteration 10Q: 3 clusters Score -1208294 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1208529.000000 Penalty: 908.779480
	Iteration 11Q: 3 clusters Score -1208529 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1208676.250000 Penalty: 908.779480
	Iteration 12Q: 3 clusters Score -1208676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1208764.500000 Penalty: 908.779480
	Iteration 13Q: 3 clusters Score -1208764 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1208830.000000 Penalty: 908.779480
	Iteration 14Q: 3 clusters Score -1208830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1208867.000000 Penalty: 908.779480
	Iteration 15Q: 3 clusters Score -1208867 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1208899.125000 Penalty: 908.779480
	Iteration 16Q: 3 clusters Score -1208899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1208921.375000 Penalty: 908.779480
	Iteration 17Q: 3 clusters Score -1208921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1208937.750000 Penalty: 908.779480
	Iteration 18Q: 3 clusters Score -1208938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1208948.875000 Penalty: 908.779480
	Iteration 19Q: 3 clusters Score -1208949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1208962.125000 Penalty: 908.779480
	Iteration 20F: 3 clusters Score -1208962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1208974.250000 Penalty: 908.779480
	Iteration 21Q: 3 clusters Score -1208974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1208986.750000 Penalty: 908.779480
	Iteration 22Q: 3 clusters Score -1208987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1208997.875000 Penalty: 908.779480
	Iteration 23Q: 3 clusters Score -1208998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1208998.625000 Penalty: 908.779480
	Iteration 24Q: 3 clusters Score -1208999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1209003.625000 Penalty: 908.779480
	Iteration 25Q: 3 clusters Score -1209004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1209005.500000 Penalty: 908.779480
	Iteration 26Q: 3 clusters Score -1209006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -1209007.375000 Penalty: 908.779480
	Iteration 27Q: 3 clusters Score -1209007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -1209010.250000 Penalty: 908.779480
	Iteration 28Q: 3 clusters Score -1209010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1209012.125000 Penalty: 908.779480
	Iteration 29Q: 3 clusters Score -1209012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -1209013.875000 Penalty: 908.779480
	Iteration 30Q: 3 clusters Score -1209014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -1209015.125000 Penalty: 908.779480
	Iteration 31Q: 3 clusters Score -1209015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -1209019.500000 Penalty: 908.779480
	Iteration 32Q: 3 clusters Score -1209020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1209021.625000 Penalty: 908.779480
	Iteration 33Q: 3 clusters Score -1209022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1209024.750000 Penalty: 908.779480
	Iteration 34Q: 3 clusters Score -1209025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1209024.750000 Penalty: 908.779480
	Iteration 35F: 3 clusters Score -1209025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Entering Unmasked Estep 
Score: -3352762.750000 Penalty: 500.916687
	Iteration 0F: 2 clusters Score -3352763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3312143.500000 Penalty: 1001.833374
	Iteration 0F: 3 clusters Score -3312144 nChanged 29122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3330200.000000 Penalty: 1001.833374
	Iteration 1F: 3 clusters Score -3330200 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3331416.000000 Penalty: 1001.833374
	Iteration 2Q: 3 clusters Score -3331416 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3333380.250000 Penalty: 1001.833374
	Iteration 3F: 3 clusters Score -3333380 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3336492.000000 Penalty: 1001.833374
	Iteration 4F: 3 clusters Score -3336492 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -3340173.250000 Penalty: 1001.833374
	Iteration 5F: 3 clusters Score -3340173 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3343635.750000 Penalty: 1001.833374
	Iteration 6F: 3 clusters Score -3343636 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3345925.750000 Penalty: 1001.833374
	Iteration 7Q: 3 clusters Score -3345926 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3347274.250000 Penalty: 1001.833374
	Iteration 8Q: 3 clusters Score -3347274 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3348168.000000 Penalty: 1001.833374
	Iteration 9Q: 3 clusters Score -3348168 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3348831.500000 Penalty: 1001.833374
	Iteration 10Q: 3 clusters Score -3348832 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3349314.250000 Penalty: 1001.833374
	Iteration 11Q: 3 clusters Score -3349314 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3349720.750000 Penalty: 1001.833374
	Iteration 12Q: 3 clusters Score -3349721 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3350043.000000 Penalty: 1001.833374
	Iteration 13Q: 3 clusters Score -3350043 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3350320.750000 Penalty: 1001.833374
	Iteration 14Q: 3 clusters Score -3350321 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3350510.750000 Penalty: 1001.833374
	Iteration 15Q: 3 clusters Score -3350511 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3350674.000000 Penalty: 1001.833374
	Iteration 16Q: 3 clusters Score -3350674 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3350846.750000 Penalty: 1001.833374
	Iteration 17Q: 3 clusters Score -3350847 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3350965.750000 Penalty: 1001.833374
	Iteration 18Q: 3 clusters Score -3350966 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54693 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3351056.000000 Penalty: 1001.833374
	Iteration 19Q: 3 clusters Score -3351056 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -3351135.500000 Penalty: 1001.833374
	Iteration 20F: 3 clusters Score -3351136 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3351207.750000 Penalty: 1001.833374
	Iteration 21Q: 3 clusters Score -3351208 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3351277.750000 Penalty: 1001.833374
	Iteration 22Q: 3 clusters Score -3351278 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3351345.000000 Penalty: 1001.833374
	Iteration 23Q: 3 clusters Score -3351345 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3351425.250000 Penalty: 1001.833374
	Iteration 24Q: 3 clusters Score -3351425 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3351492.000000 Penalty: 1001.833374
	Iteration 25Q: 3 clusters Score -3351492 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -3351526.500000 Penalty: 1001.833374
	Iteration 26Q: 3 clusters Score -3351526 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3351592.750000 Penalty: 1001.833374
	Iteration 27Q: 3 clusters Score -3351593 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3351619.000000 Penalty: 1001.833374
	Iteration 28Q: 3 clusters Score -3351619 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3351653.500000 Penalty: 1001.833374
	Iteration 29Q: 3 clusters Score -3351654 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3351669.000000 Penalty: 1001.833374
	Iteration 30Q: 3 clusters Score -3351669 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3351688.250000 Penalty: 1001.833374
	Iteration 31Q: 3 clusters Score -3351688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3351703.500000 Penalty: 1001.833374
	Iteration 32Q: 3 clusters Score -3351704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3351715.500000 Penalty: 1001.833374
	Iteration 33Q: 3 clusters Score -3351716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3351737.000000 Penalty: 1001.833374
	Iteration 34Q: 3 clusters Score -3351737 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3351738.000000 Penalty: 1001.833374
	Iteration 35Q: 3 clusters Score -3351738 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3351768.000000 Penalty: 1001.833374
	Iteration 36Q: 3 clusters Score -3351768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3351776.250000 Penalty: 1001.833374
	Iteration 37Q: 3 clusters Score -3351776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3351793.500000 Penalty: 1001.833374
	Iteration 38Q: 3 clusters Score -3351794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3351811.250000 Penalty: 1001.833374
	Iteration 39Q: 3 clusters Score -3351811 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3351819.750000 Penalty: 1001.833374
	Iteration 40F: 3 clusters Score -3351820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3351825.500000 Penalty: 1001.833374
	Iteration 41Q: 3 clusters Score -3351826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3351838.500000 Penalty: 1001.833374
	Iteration 42Q: 3 clusters Score -3351838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3351846.750000 Penalty: 1001.833374
	Iteration 43Q: 3 clusters Score -3351847 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3351850.750000 Penalty: 1001.833374
	Iteration 44Q: 3 clusters Score -3351851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3351852.750000 Penalty: 1001.833374
	Iteration 45Q: 3 clusters Score -3351853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3351859.750000 Penalty: 1001.833374
	Iteration 46Q: 3 clusters Score -3351860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3351861.250000 Penalty: 1001.833374
	Iteration 47Q: 3 clusters Score -3351861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3351861.750000 Penalty: 1001.833374
	Iteration 48Q: 3 clusters Score -3351862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3351867.250000 Penalty: 1001.833374
	Iteration 49Q: 3 clusters Score -3351867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3351869.250000 Penalty: 1001.833374
	Iteration 50Q: 3 clusters Score -3351869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3351868.500000 Penalty: 1001.833374
	Iteration 51Q: 3 clusters Score -3351868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3351874.000000 Penalty: 1001.833374
	Iteration 52Q: 3 clusters Score -3351874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3351876.250000 Penalty: 1001.833374
	Iteration 53Q: 3 clusters Score -3351876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3351879.250000 Penalty: 1001.833374
	Iteration 54Q: 3 clusters Score -3351879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3351879.250000 Penalty: 1001.833374
	Iteration 55Q: 3 clusters Score -3351879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3351883.750000 Penalty: 1001.833374
	Iteration 56Q: 3 clusters Score -3351884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3351889.250000 Penalty: 1001.833374
	Iteration 57Q: 3 clusters Score -3351889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3351883.750000 Penalty: 1001.833374
	Iteration 58Q: 3 clusters Score -3351884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3351881.750000 Penalty: 1001.833374
	Iteration 59Q: 3 clusters Score -3351882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3351880.000000 Penalty: 1001.833374
	Iteration 60F: 3 clusters Score -3351880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3351882.750000 Penalty: 1001.833374
	Iteration 61Q: 3 clusters Score -3351883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3351885.250000 Penalty: 1001.833374
	Iteration 62Q: 3 clusters Score -3351885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3351885.750000 Penalty: 1001.833374
	Iteration 63Q: 3 clusters Score -3351886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3351881.500000 Penalty: 1001.833374
	Iteration 64Q: 3 clusters Score -3351882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -3351887.250000 Penalty: 1001.833374
	Iteration 65Q: 3 clusters Score -3351887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3351896.000000 Penalty: 1001.833374
	Iteration 66Q: 3 clusters Score -3351896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3351900.500000 Penalty: 1001.833374
	Iteration 67Q: 3 clusters Score -3351900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3351899.000000 Penalty: 1001.833374
	Iteration 68Q: 3 clusters Score -3351899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3351904.750000 Penalty: 1001.833374
	Iteration 69Q: 3 clusters Score -3351905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3351913.000000 Penalty: 1001.833374
	Iteration 70Q: 3 clusters Score -3351913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3351927.000000 Penalty: 1001.833374
	Iteration 71Q: 3 clusters Score -3351927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3351936.500000 Penalty: 1001.833374
	Iteration 72Q: 3 clusters Score -3351936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3351939.500000 Penalty: 1001.833374
	Iteration 73Q: 3 clusters Score -3351940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3351943.500000 Penalty: 1001.833374
	Iteration 74Q: 3 clusters Score -3351944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3351948.250000 Penalty: 1001.833374
	Iteration 75Q: 3 clusters Score -3351948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3351960.750000 Penalty: 1001.833374
	Iteration 76Q: 3 clusters Score -3351961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3351975.500000 Penalty: 1001.833374
	Iteration 77Q: 3 clusters Score -3351976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3351977.750000 Penalty: 1001.833374
	Iteration 78Q: 3 clusters Score -3351978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3351981.000000 Penalty: 1001.833374
	Iteration 79Q: 3 clusters Score -3351981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3351990.000000 Penalty: 1001.833374
	Iteration 80F: 3 clusters Score -3351990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3351995.750000 Penalty: 1001.833374
	Iteration 81Q: 3 clusters Score -3351996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3352004.750000 Penalty: 1001.833374
	Iteration 82Q: 3 clusters Score -3352005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3352010.000000 Penalty: 1001.833374
	Iteration 83Q: 3 clusters Score -3352010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3352018.250000 Penalty: 1001.833374
	Iteration 84Q: 3 clusters Score -3352018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3352038.250000 Penalty: 1001.833374
	Iteration 85Q: 3 clusters Score -3352038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3352048.750000 Penalty: 1001.833374
	Iteration 86Q: 3 clusters Score -3352049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3352052.000000 Penalty: 1001.833374
	Iteration 87Q: 3 clusters Score -3352052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3352060.500000 Penalty: 1001.833374
	Iteration 88Q: 3 clusters Score -3352060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3352060.750000 Penalty: 1001.833374
	Iteration 89Q: 3 clusters Score -3352061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3352062.250000 Penalty: 1001.833374
	Iteration 90Q: 3 clusters Score -3352062 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3352078.250000 Penalty: 1001.833374
	Iteration 91Q: 3 clusters Score -3352078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3352091.750000 Penalty: 1001.833374
	Iteration 92Q: 3 clusters Score -3352092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3352102.500000 Penalty: 1001.833374
	Iteration 93Q: 3 clusters Score -3352102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3352104.000000 Penalty: 1001.833374
	Iteration 94Q: 3 clusters Score -3352104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3352116.250000 Penalty: 1001.833374
	Iteration 95Q: 3 clusters Score -3352116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3352129.000000 Penalty: 1001.833374
	Iteration 96Q: 3 clusters Score -3352129 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3352142.000000 Penalty: 1001.833374
	Iteration 97Q: 3 clusters Score -3352142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3352147.250000 Penalty: 1001.833374
	Iteration 98Q: 3 clusters Score -3352147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3352151.500000 Penalty: 1001.833374
	Iteration 99Q: 3 clusters Score -3352152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3352153.750000 Penalty: 1001.833374
	Iteration 100F: 3 clusters Score -3352154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3352156.750000 Penalty: 1001.833374
	Iteration 101Q: 3 clusters Score -3352157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3352167.250000 Penalty: 1001.833374
	Iteration 102Q: 3 clusters Score -3352167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3352171.000000 Penalty: 1001.833374
	Iteration 103Q: 3 clusters Score -3352171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3352174.750000 Penalty: 1001.833374
	Iteration 104Q: 3 clusters Score -3352175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3352178.000000 Penalty: 1001.833374
	Iteration 105Q: 3 clusters Score -3352178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3352184.250000 Penalty: 1001.833374
	Iteration 106Q: 3 clusters Score -3352184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3352186.500000 Penalty: 1001.833374
	Iteration 107Q: 3 clusters Score -3352186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3352190.250000 Penalty: 1001.833374
	Iteration 108Q: 3 clusters Score -3352190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3352200.500000 Penalty: 1001.833374
	Iteration 109Q: 3 clusters Score -3352200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3352201.000000 Penalty: 1001.833374
	Iteration 110Q: 3 clusters Score -3352201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3352203.250000 Penalty: 1001.833374
	Iteration 111Q: 3 clusters Score -3352203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3352208.250000 Penalty: 1001.833374
	Iteration 112Q: 3 clusters Score -3352208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3352208.500000 Penalty: 1001.833374
	Iteration 113Q: 3 clusters Score -3352208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3352214.000000 Penalty: 1001.833374
	Iteration 114Q: 3 clusters Score -3352214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3352215.250000 Penalty: 1001.833374
	Iteration 115Q: 3 clusters Score -3352215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3352216.250000 Penalty: 1001.833374
	Iteration 116Q: 3 clusters Score -3352216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3352220.750000 Penalty: 1001.833374
	Iteration 117Q: 3 clusters Score -3352221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3352226.750000 Penalty: 1001.833374
	Iteration 118Q: 3 clusters Score -3352227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3352229.500000 Penalty: 1001.833374
	Iteration 119Q: 3 clusters Score -3352230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3352237.500000 Penalty: 1001.833374
	Iteration 120F: 3 clusters Score -3352238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3352250.000000 Penalty: 1001.833374
	Iteration 121Q: 3 clusters Score -3352250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3352259.250000 Penalty: 1001.833374
	Iteration 122Q: 3 clusters Score -3352259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3352270.750000 Penalty: 1001.833374
	Iteration 123Q: 3 clusters Score -3352271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3352277.250000 Penalty: 1001.833374
	Iteration 124Q: 3 clusters Score -3352277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3352285.500000 Penalty: 1001.833374
	Iteration 125Q: 3 clusters Score -3352286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3352289.750000 Penalty: 1001.833374
	Iteration 126Q: 3 clusters Score -3352290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3352293.750000 Penalty: 1001.833374
	Iteration 127Q: 3 clusters Score -3352294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3352300.750000 Penalty: 1001.833374
	Iteration 128Q: 3 clusters Score -3352301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3352311.500000 Penalty: 1001.833374
	Iteration 129Q: 3 clusters Score -3352312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3352317.500000 Penalty: 1001.833374
	Iteration 130Q: 3 clusters Score -3352318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3352322.750000 Penalty: 1001.833374
	Iteration 131Q: 3 clusters Score -3352323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3352326.500000 Penalty: 1001.833374
	Iteration 132Q: 3 clusters Score -3352326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3352330.750000 Penalty: 1001.833374
	Iteration 133Q: 3 clusters Score -3352331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3352337.750000 Penalty: 1001.833374
	Iteration 134Q: 3 clusters Score -3352338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3352341.000000 Penalty: 1001.833374
	Iteration 135Q: 3 clusters Score -3352341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3352344.250000 Penalty: 1001.833374
	Iteration 136Q: 3 clusters Score -3352344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3352353.500000 Penalty: 1001.833374
	Iteration 137Q: 3 clusters Score -3352354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3352352.750000 Penalty: 1001.833374
	Iteration 138Q: 3 clusters Score -3352353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3352356.250000 Penalty: 1001.833374
	Iteration 139Q: 3 clusters Score -3352356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3352358.500000 Penalty: 1001.833374
	Iteration 140F: 3 clusters Score -3352358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3352361.250000 Penalty: 1001.833374
	Iteration 141Q: 3 clusters Score -3352361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3352363.000000 Penalty: 1001.833374
	Iteration 142Q: 3 clusters Score -3352363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3352367.000000 Penalty: 1001.833374
	Iteration 143Q: 3 clusters Score -3352367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3352369.750000 Penalty: 1001.833374
	Iteration 144Q: 3 clusters Score -3352370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3352367.500000 Penalty: 1001.833374
	Iteration 145Q: 3 clusters Score -3352368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3352371.250000 Penalty: 1001.833374
	Iteration 146Q: 3 clusters Score -3352371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3352371.750000 Penalty: 1001.833374
	Iteration 147Q: 3 clusters Score -3352372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3352370.250000 Penalty: 1001.833374
	Iteration 148Q: 3 clusters Score -3352370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3352373.750000 Penalty: 1001.833374
	Iteration 149Q: 3 clusters Score -3352374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3352372.500000 Penalty: 1001.833374
	Iteration 150Q: 3 clusters Score -3352372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3352371.000000 Penalty: 1001.833374
	Iteration 151Q: 3 clusters Score -3352371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3352371.000000 Penalty: 1001.833374
	Iteration 152Q: 3 clusters Score -3352371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3352378.500000 Penalty: 1001.833374
	Iteration 153Q: 3 clusters Score -3352378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3352376.000000 Penalty: 1001.833374
	Iteration 154Q: 3 clusters Score -3352376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3352375.500000 Penalty: 1001.833374
	Iteration 155Q: 3 clusters Score -3352376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3352376.750000 Penalty: 1001.833374
	Iteration 156Q: 3 clusters Score -3352377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3352376.750000 Penalty: 1001.833374
	Iteration 157F: 3 clusters Score -3352377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Entering Unmasked Estep 
Score: -899335.875000 Penalty: 443.743591
	Iteration 0F: 2 clusters Score -899335.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -887810.7 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -892774.562500 Penalty: 887.487183
	Iteration 1F: 3 clusters Score -892774.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -893101.812500 Penalty: 887.487183
	Iteration 2Q: 3 clusters Score -893101.8 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -893623.312500 Penalty: 887.487183
	Iteration 3F: 3 clusters Score -893623.3 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -894455.750000 Penalty: 887.487183
	Iteration 4F: 3 clusters Score -894455.8 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -895535.312500 Penalty: 887.487183
	Iteration 5F: 3 clusters Score -895535.3 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -896693.187500 Penalty: 887.487183
	Iteration 6F: 3 clusters Score -896693.2 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -897652.500000 Penalty: 887.487183
	Iteration 7F: 3 clusters Score -897652.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -898266.375000 Penalty: 887.487183
	Iteration 8Q: 3 clusters Score -898266.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -898626.937500 Penalty: 887.487183
	Iteration 9Q: 3 clusters Score -898626.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -898783.375000 Penalty: 887.487183
	Iteration 10Q: 3 clusters Score -898783.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -898864.000000 Penalty: 887.487183
	Iteration 11Q: 3 clusters Score -898864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -898894.750000 Penalty: 887.487183
	Iteration 12Q: 3 clusters Score -898894.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -898919.875000 Penalty: 887.487183
	Iteration 13Q: 3 clusters Score -898919.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -898939.375000 Penalty: 887.487183
	Iteration 14Q: 3 clusters Score -898939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -898947.687500 Penalty: 887.487183
	Iteration 15Q: 3 clusters Score -898947.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -898953.937500 Penalty: 887.487183
	Iteration 16Q: 3 clusters Score -898953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -898959.562500 Penalty: 887.487183
	Iteration 17Q: 3 clusters Score -898959.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -898959.562500 Penalty: 887.487183
	Iteration 18F: 3 clusters Score -898959.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Entering Unmasked Estep 
Score: -3678546.500000 Penalty: 506.257660
	Iteration 0F: 2 clusters Score -3678546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -3632712.500000 Penalty: 1012.515320
	Iteration 0F: 3 clusters Score -3632712 nChanged 33279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -3653221.750000 Penalty: 1012.515320
	Iteration 1F: 3 clusters Score -3653222 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -3654780.750000 Penalty: 1012.515320
	Iteration 2Q: 3 clusters Score -3654781 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -3657228.500000 Penalty: 1012.515320
	Iteration 3Q: 3 clusters Score -3657228 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -3661226.750000 Penalty: 1012.515320
	Iteration 4F: 3 clusters Score -3661227 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -3666348.000000 Penalty: 1012.515320
	Iteration 5F: 3 clusters Score -3666348 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -3669784.250000 Penalty: 1012.515320
	Iteration 6F: 3 clusters Score -3669784 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -3670937.500000 Penalty: 1012.515320
	Iteration 7Q: 3 clusters Score -3670938 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -3671494.000000 Penalty: 1012.515320
	Iteration 8Q: 3 clusters Score -3671494 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -3671966.750000 Penalty: 1012.515320
	Iteration 9Q: 3 clusters Score -3671967 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -3672457.750000 Penalty: 1012.515320
	Iteration 10Q: 3 clusters Score -3672458 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -3673023.500000 Penalty: 1012.515320
	Iteration 11Q: 3 clusters Score -3673024 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -3673624.500000 Penalty: 1012.515320
	Iteration 12Q: 3 clusters Score -3673624 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -3674306.750000 Penalty: 1012.515320
	Iteration 13Q: 3 clusters Score -3674307 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -3674956.750000 Penalty: 1012.515320
	Iteration 14Q: 3 clusters Score -3674957 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -3675527.750000 Penalty: 1012.515320
	Iteration 15Q: 3 clusters Score -3675528 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -3675935.500000 Penalty: 1012.515320
	Iteration 16Q: 3 clusters Score -3675936 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -3676162.750000 Penalty: 1012.515320
	Iteration 17Q: 3 clusters Score -3676163 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -3676307.750000 Penalty: 1012.515320
	Iteration 18Q: 3 clusters Score -3676308 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -3676363.750000 Penalty: 1012.515320
	Iteration 19Q: 3 clusters Score -3676364 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -3676478.750000 Penalty: 1012.515320
	Iteration 20F: 3 clusters Score -3676479 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -3676523.250000 Penalty: 1012.515320
	Iteration 21Q: 3 clusters Score -3676523 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -3676570.500000 Penalty: 1012.515320
	Iteration 22Q: 3 clusters Score -3676570 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -3676588.000000 Penalty: 1012.515320
	Iteration 23Q: 3 clusters Score -3676588 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -3676599.250000 Penalty: 1012.515320
	Iteration 24Q: 3 clusters Score -3676599 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -3676605.250000 Penalty: 1012.515320
	Iteration 25Q: 3 clusters Score -3676605 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -3676630.250000 Penalty: 1012.515320
	Iteration 26Q: 3 clusters Score -3676630 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -3676646.500000 Penalty: 1012.515320
	Iteration 27Q: 3 clusters Score -3676646 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -3676658.750000 Penalty: 1012.515320
	Iteration 28Q: 3 clusters Score -3676659 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -3676676.250000 Penalty: 1012.515320
	Iteration 29Q: 3 clusters Score -3676676 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -3676678.250000 Penalty: 1012.515320
	Iteration 30Q: 3 clusters Score -3676678 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -3676687.250000 Penalty: 1012.515320
	Iteration 31Q: 3 clusters Score -3676687 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -3676680.500000 Penalty: 1012.515320
	Iteration 32Q: 3 clusters Score -3676680 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -3676689.500000 Penalty: 1012.515320
	Iteration 33Q: 3 clusters Score -3676690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -3676702.250000 Penalty: 1012.515320
	Iteration 34Q: 3 clusters Score -3676702 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -3676705.750000 Penalty: 1012.515320
	Iteration 35Q: 3 clusters Score -3676706 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -3676712.750000 Penalty: 1012.515320
	Iteration 36Q: 3 clusters Score -3676713 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -3676721.750000 Penalty: 1012.515320
	Iteration 37Q: 3 clusters Score -3676722 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -3676718.750000 Penalty: 1012.515320
	Iteration 38Q: 3 clusters Score -3676719 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -3676736.000000 Penalty: 1012.515320
	Iteration 39Q: 3 clusters Score -3676736 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -3676731.500000 Penalty: 1012.515320
	Iteration 40F: 3 clusters Score -3676732 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -3676748.750000 Penalty: 1012.515320
	Iteration 41Q: 3 clusters Score -3676749 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -3676764.000000 Penalty: 1012.515320
	Iteration 42Q: 3 clusters Score -3676764 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -3676777.500000 Penalty: 1012.515320
	Iteration 43Q: 3 clusters Score -3676778 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -3676770.750000 Penalty: 1012.515320
	Iteration 44Q: 3 clusters Score -3676771 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -3676778.250000 Penalty: 1012.515320
	Iteration 45Q: 3 clusters Score -3676778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -3676786.750000 Penalty: 1012.515320
	Iteration 46Q: 3 clusters Score -3676787 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3676801.250000 Penalty: 1012.515320
	Iteration 47Q: 3 clusters Score -3676801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -3676808.500000 Penalty: 1012.515320
	Iteration 48Q: 3 clusters Score -3676808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3676807.000000 Penalty: 1012.515320
	Iteration 49Q: 3 clusters Score -3676807 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3676798.500000 Penalty: 1012.515320
	Iteration 50Q: 3 clusters Score -3676798 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3676808.750000 Penalty: 1012.515320
	Iteration 51Q: 3 clusters Score -3676809 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3676815.750000 Penalty: 1012.515320
	Iteration 52Q: 3 clusters Score -3676816 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -3676823.250000 Penalty: 1012.515320
	Iteration 53Q: 3 clusters Score -3676823 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -3676825.250000 Penalty: 1012.515320
	Iteration 54Q: 3 clusters Score -3676825 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3676837.250000 Penalty: 1012.515320
	Iteration 55Q: 3 clusters Score -3676837 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3676843.750000 Penalty: 1012.515320
	Iteration 56Q: 3 clusters Score -3676844 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -3676852.000000 Penalty: 1012.515320
	Iteration 57Q: 3 clusters Score -3676852 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3676860.250000 Penalty: 1012.515320
	Iteration 58Q: 3 clusters Score -3676860 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3676858.250000 Penalty: 1012.515320
	Iteration 59Q: 3 clusters Score -3676858 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -3676856.750000 Penalty: 1012.515320
	Iteration 60F: 3 clusters Score -3676857 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -3676847.250000 Penalty: 1012.515320
	Iteration 61Q: 3 clusters Score -3676847 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3676848.750000 Penalty: 1012.515320
	Iteration 62Q: 3 clusters Score -3676849 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3676850.750000 Penalty: 1012.515320
	Iteration 63Q: 3 clusters Score -3676851 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3676866.000000 Penalty: 1012.515320
	Iteration 64Q: 3 clusters Score -3676866 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3676877.250000 Penalty: 1012.515320
	Iteration 65Q: 3 clusters Score -3676877 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3676882.000000 Penalty: 1012.515320
	Iteration 66Q: 3 clusters Score -3676882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3676900.250000 Penalty: 1012.515320
	Iteration 67Q: 3 clusters Score -3676900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3676916.750000 Penalty: 1012.515320
	Iteration 68Q: 3 clusters Score -3676917 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3676930.250000 Penalty: 1012.515320
	Iteration 69Q: 3 clusters Score -3676930 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3676961.000000 Penalty: 1012.515320
	Iteration 70Q: 3 clusters Score -3676961 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3676968.000000 Penalty: 1012.515320
	Iteration 71Q: 3 clusters Score -3676968 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3676980.750000 Penalty: 1012.515320
	Iteration 72Q: 3 clusters Score -3676981 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3676985.250000 Penalty: 1012.515320
	Iteration 73Q: 3 clusters Score -3676985 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3676985.500000 Penalty: 1012.515320
	Iteration 74Q: 3 clusters Score -3676986 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3676999.250000 Penalty: 1012.515320
	Iteration 75Q: 3 clusters Score -3676999 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3677028.500000 Penalty: 1012.515320
	Iteration 76Q: 3 clusters Score -3677028 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3677031.500000 Penalty: 1012.515320
	Iteration 77Q: 3 clusters Score -3677032 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3677039.000000 Penalty: 1012.515320
	Iteration 78Q: 3 clusters Score -3677039 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3677053.500000 Penalty: 1012.515320
	Iteration 79Q: 3 clusters Score -3677054 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -3677057.250000 Penalty: 1012.515320
	Iteration 80F: 3 clusters Score -3677057 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3677068.000000 Penalty: 1012.515320
	Iteration 81Q: 3 clusters Score -3677068 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3677087 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3677095 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3677124.750000 Penalty: 1012.515320
	Iteration 84Q: 3 clusters Score -3677125 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3677140.250000 Penalty: 1012.515320
	Iteration 85Q: 3 clusters Score -3677140 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3677163.250000 Penalty: 1012.515320
	Iteration 86Q: 3 clusters Score -3677163 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3677189.000000 Penalty: 1012.515320
	Iteration 87Q: 3 clusters Score -3677189 nChanged 242
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Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3677194 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3677206 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3677215.750000 Penalty: 1012.515320
	Iteration 90Q: 3 clusters Score -3677216 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3677235.500000 Penalty: 1012.515320
	Iteration 91Q: 3 clusters Score -3677236 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3677251.500000 Penalty: 1012.515320
	Iteration 92Q: 3 clusters Score -3677252 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3677272 nChanged 226
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3677293.250000 Penalty: 1012.515320
	Iteration 94Q: 3 clusters Score -3677293 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3677303 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3677294 nChanged 165
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Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3677311.500000 Penalty: 1012.515320
	Iteration 97Q: 3 clusters Score -3677312 nChanged 149
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Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3677332.750000 Penalty: 1012.515320
	Iteration 98Q: 3 clusters Score -3677333 nChanged 147
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Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3677329 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3677348.750000 Penalty: 1012.515320
	Iteration 100F: 3 clusters Score -3677349 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3677361 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3677370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3677367 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3677376 nChanged 145
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Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3677383 nChanged 140
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Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3677399.250000 Penalty: 1012.515320
	Iteration 106Q: 3 clusters Score -3677399 nChanged 126
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Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3677403.250000 Penalty: 1012.515320
	Iteration 107Q: 3 clusters Score -3677403 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3677413.000000 Penalty: 1012.515320
	Iteration 108Q: 3 clusters Score -3677413 nChanged 110
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Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3677417.000000 Penalty: 1012.515320
	Iteration 109Q: 3 clusters Score -3677417 nChanged 97
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Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3677414.500000 Penalty: 1012.515320
	Iteration 110Q: 3 clusters Score -3677414 nChanged 115
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Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3677425.500000 Penalty: 1012.515320
	Iteration 111Q: 3 clusters Score -3677426 nChanged 98
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Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3677423.000000 Penalty: 1012.515320
	Iteration 112Q: 3 clusters Score -3677423 nChanged 95
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Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3677431 nChanged 107
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Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3677441 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3677430.250000 Penalty: 1012.515320
	Iteration 115Q: 3 clusters Score -3677430 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3677434.250000 Penalty: 1012.515320
	Iteration 116Q: 3 clusters Score -3677434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3677442 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3677442 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3677445.500000 Penalty: 1012.515320
	Iteration 119Q: 3 clusters Score -3677446 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3677448.500000 Penalty: 1012.515320
	Iteration 120F: 3 clusters Score -3677448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3677447 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3677446 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3677455.500000 Penalty: 1012.515320
	Iteration 123Q: 3 clusters Score -3677456 nChanged 100
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Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -3677464.750000 Penalty: 1012.515320
	Iteration 124Q: 3 clusters Score -3677465 nChanged 106
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Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3677475.250000 Penalty: 1012.515320
	Iteration 125Q: 3 clusters Score -3677475 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -3677482.750000 Penalty: 1012.515320
	Iteration 126Q: 3 clusters Score -3677483 nChanged 106
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Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3677486 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -3677490.500000 Penalty: 1012.515320
	Iteration 128Q: 3 clusters Score -3677490 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3677500.500000 Penalty: 1012.515320
	Iteration 129Q: 3 clusters Score -3677500 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3677510.500000 Penalty: 1012.515320
	Iteration 130Q: 3 clusters Score -3677510 nChanged 99
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Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3677528 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3677538.750000 Penalty: 1012.515320
	Iteration 132Q: 3 clusters Score -3677539 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3677540 nChanged 98
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Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3677551.750000 Penalty: 1012.515320
	Iteration 134Q: 3 clusters Score -3677552 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3677554 nChanged 103
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Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -3677544.000000 Penalty: 1012.515320
	Iteration 136Q: 3 clusters Score -3677544 nChanged 92
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Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3677550.250000 Penalty: 1012.515320
	Iteration 137Q: 3 clusters Score -3677550 nChanged 94
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Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3677551.500000 Penalty: 1012.515320
	Iteration 138Q: 3 clusters Score -3677552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3677560.250000 Penalty: 1012.515320
	Iteration 139Q: 3 clusters Score -3677560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3677569.250000 Penalty: 1012.515320
	Iteration 140F: 3 clusters Score -3677569 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3677575.500000 Penalty: 1012.515320
	Iteration 141Q: 3 clusters Score -3677576 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3677573.250000 Penalty: 1012.515320
	Iteration 142Q: 3 clusters Score -3677573 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3677585.500000 Penalty: 1012.515320
	Iteration 143Q: 3 clusters Score -3677586 nChanged 83
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Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3677591.250000 Penalty: 1012.515320
	Iteration 144Q: 3 clusters Score -3677591 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3677590.000000 Penalty: 1012.515320
	Iteration 145Q: 3 clusters Score -3677590 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3677593.750000 Penalty: 1012.515320
	Iteration 146Q: 3 clusters Score -3677594 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3677595.250000 Penalty: 1012.515320
	Iteration 147Q: 3 clusters Score -3677595 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3677593 nChanged 69
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Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3677593 nChanged 73
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Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3677593 nChanged 69
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Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3677597.000000 Penalty: 1012.515320
	Iteration 151Q: 3 clusters Score -3677597 nChanged 80
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Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3677591 nChanged 76
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Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3677586.500000 Penalty: 1012.515320
	Iteration 153Q: 3 clusters Score -3677586 nChanged 96
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Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3677588 nChanged 91
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Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3677591 nChanged 79
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Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3677600.000000 Penalty: 1012.515320
	Iteration 156Q: 3 clusters Score -3677600 nChanged 74
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Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3677608.000000 Penalty: 1012.515320
	Iteration 157Q: 3 clusters Score -3677608 nChanged 69
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Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3677605.500000 Penalty: 1012.515320
	Iteration 158Q: 3 clusters Score -3677606 nChanged 68
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Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -3677607 nChanged 60
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Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -3677615.250000 Penalty: 1012.515320
	Iteration 160F: 3 clusters Score -3677615 nChanged 72
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Mstep: Class 1 contains 50429 members 
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Entering Unmasked Estep 
Score: -3677618.750000 Penalty: 1012.515320
	Iteration 161Q: 3 clusters Score -3677619 nChanged 69
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Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3677625.500000 Penalty: 1012.515320
	Iteration 162Q: 3 clusters Score -3677626 nChanged 54
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Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3677637.500000 Penalty: 1012.515320
	Iteration 163Q: 3 clusters Score -3677638 nChanged 55
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Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3677639.750000 Penalty: 1012.515320
	Iteration 164Q: 3 clusters Score -3677640 nChanged 65
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Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3677640 nChanged 65
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Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3677638 nChanged 67
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Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3677643.500000 Penalty: 1012.515320
	Iteration 167Q: 3 clusters Score -3677644 nChanged 69
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Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3677650.750000 Penalty: 1012.515320
	Iteration 168Q: 3 clusters Score -3677651 nChanged 68
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Mstep: Class 1 contains 50941 members 
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Entering Unmasked Estep 
Score: -3677652.250000 Penalty: 1012.515320
	Iteration 169Q: 3 clusters Score -3677652 nChanged 66
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Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3677655.000000 Penalty: 1012.515320
	Iteration 170Q: 3 clusters Score -3677655 nChanged 69
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Mstep: Class 1 contains 51076 members 
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Entering Unmasked Estep 
Score: -3677653.750000 Penalty: 1012.515320
	Iteration 171Q: 3 clusters Score -3677654 nChanged 55
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Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3677663.250000 Penalty: 1012.515320
	Iteration 172Q: 3 clusters Score -3677663 nChanged 48
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Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3677672.250000 Penalty: 1012.515320
	Iteration 173Q: 3 clusters Score -3677672 nChanged 40
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Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3677670.000000 Penalty: 1012.515320
	Iteration 174Q: 3 clusters Score -3677670 nChanged 34
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Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3677667.250000 Penalty: 1012.515320
	Iteration 175Q: 3 clusters Score -3677667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3677668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3677664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3677667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3677668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3677664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3677670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3677672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3677668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3677668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -3677664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3677665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3677664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3677661 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3677662 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3677664 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3677669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3677666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3677671 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3677667 nChanged 35
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Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3677670 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3677673 nChanged 42
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Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3677674 nChanged 39
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Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3677674 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3677676 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -3677675 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3677695 nChanged 33
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Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3677694 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3677705.250000 Penalty: 1012.515320
	Iteration 203Q: 3 clusters Score -3677705 nChanged 39
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Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3677701 nChanged 47
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Mstep: Class 1 contains 52365 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3677702 nChanged 49
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Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3677710 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3677709 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -3677709 nChanged 39
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Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3677705 nChanged 49
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Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3677712.000000 Penalty: 1012.515320
	Iteration 210Q: 3 clusters Score -3677712 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -3677709 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3677707 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3677702 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52875 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -3677707 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -3677701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -3677717 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3677718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -3677724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -3677735.250000 Penalty: 1012.515320
	Iteration 219Q: 3 clusters Score -3677735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3677734.750000 Penalty: 1012.515320
	Iteration 220F: 3 clusters Score -3677735 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3677733.000000 Penalty: 1012.515320
	Iteration 221Q: 3 clusters Score -3677733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -3677733 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -3677734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -3677736 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -3677738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3677741.250000 Penalty: 1012.515320
	Iteration 226Q: 3 clusters Score -3677741 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -3677733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -3677730 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3677743.500000 Penalty: 1012.515320
	Iteration 229Q: 3 clusters Score -3677744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3677746.750000 Penalty: 1012.515320
	Iteration 230Q: 3 clusters Score -3677747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3677739.000000 Penalty: 1012.515320
	Iteration 231Q: 3 clusters Score -3677739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -3677739 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -3677739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3677740.750000 Penalty: 1012.515320
	Iteration 234Q: 3 clusters Score -3677741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3677744.000000 Penalty: 1012.515320
	Iteration 235Q: 3 clusters Score -3677744 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3677748.500000 Penalty: 1012.515320
	Iteration 236Q: 3 clusters Score -3677748 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -3677748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3677749.500000 Penalty: 1012.515320
	Iteration 238Q: 3 clusters Score -3677750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -3677747 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -3677745 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -3677744 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -3677749 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3677752.000000 Penalty: 1012.515320
	Iteration 243Q: 3 clusters Score -3677752 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3677756.500000 Penalty: 1012.515320
	Iteration 244Q: 3 clusters Score -3677756 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3677757.250000 Penalty: 1012.515320
	Iteration 245Q: 3 clusters Score -3677757 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3677764.500000 Penalty: 1012.515320
	Iteration 246Q: 3 clusters Score -3677764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3677758.750000 Penalty: 1012.515320
	Iteration 247Q: 3 clusters Score -3677759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3677762.000000 Penalty: 1012.515320
	Iteration 248Q: 3 clusters Score -3677762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3677766.250000 Penalty: 1012.515320
	Iteration 249Q: 3 clusters Score -3677766 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -3677770 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -3677769 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3677767.500000 Penalty: 1012.515320
	Iteration 252Q: 3 clusters Score -3677768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3677760.750000 Penalty: 1012.515320
	Iteration 253Q: 3 clusters Score -3677761 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -3677772.250000 Penalty: 1012.515320
	Iteration 254Q: 3 clusters Score -3677772 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3677778.500000 Penalty: 1012.515320
	Iteration 255Q: 3 clusters Score -3677778 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3677781.250000 Penalty: 1012.515320
	Iteration 256Q: 3 clusters Score -3677781 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -3677778 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3677771.500000 Penalty: 1012.515320
	Iteration 258Q: 3 clusters Score -3677772 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3677774.000000 Penalty: 1012.515320
	Iteration 259Q: 3 clusters Score -3677774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3677769.250000 Penalty: 1012.515320
	Iteration 260F: 3 clusters Score -3677769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3677771.750000 Penalty: 1012.515320
	Iteration 261Q: 3 clusters Score -3677772 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3677781.250000 Penalty: 1012.515320
	Iteration 262Q: 3 clusters Score -3677781 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3677778.500000 Penalty: 1012.515320
	Iteration 263Q: 3 clusters Score -3677778 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -3677780.000000 Penalty: 1012.515320
	Iteration 264Q: 3 clusters Score -3677780 nChanged 14
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Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -3677778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3677787.750000 Penalty: 1012.515320
	Iteration 266Q: 3 clusters Score -3677788 nChanged 28
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Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3677791.750000 Penalty: 1012.515320
	Iteration 267Q: 3 clusters Score -3677792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3677792.750000 Penalty: 1012.515320
	Iteration 268Q: 3 clusters Score -3677793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3677787.000000 Penalty: 1012.515320
	Iteration 269Q: 3 clusters Score -3677787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3677788.750000 Penalty: 1012.515320
	Iteration 270Q: 3 clusters Score -3677789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3677798.250000 Penalty: 1012.515320
	Iteration 271Q: 3 clusters Score -3677798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3677799.500000 Penalty: 1012.515320
	Iteration 272Q: 3 clusters Score -3677800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3677793.750000 Penalty: 1012.515320
	Iteration 273Q: 3 clusters Score -3677794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3677787.000000 Penalty: 1012.515320
	Iteration 274Q: 3 clusters Score -3677787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3677787.250000 Penalty: 1012.515320
	Iteration 275Q: 3 clusters Score -3677787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -3677792.750000 Penalty: 1012.515320
	Iteration 276Q: 3 clusters Score -3677793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3677786.500000 Penalty: 1012.515320
	Iteration 277Q: 3 clusters Score -3677786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3677788.500000 Penalty: 1012.515320
	Iteration 278Q: 3 clusters Score -3677788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3677784.000000 Penalty: 1012.515320
	Iteration 279Q: 3 clusters Score -3677784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -3677784.000000 Penalty: 1012.515320
	Iteration 280F: 3 clusters Score -3677784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3677786.000000 Penalty: 1012.515320
	Iteration 281Q: 3 clusters Score -3677786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3677786.750000 Penalty: 1012.515320
	Iteration 282Q: 3 clusters Score -3677787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3677785.750000 Penalty: 1012.515320
	Iteration 283Q: 3 clusters Score -3677786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -3677786.500000 Penalty: 1012.515320
	Iteration 284Q: 3 clusters Score -3677786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3677784.500000 Penalty: 1012.515320
	Iteration 285Q: 3 clusters Score -3677784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3677783.750000 Penalty: 1012.515320
	Iteration 286Q: 3 clusters Score -3677784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3677782.750000 Penalty: 1012.515320
	Iteration 287Q: 3 clusters Score -3677783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55149 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3677785.000000 Penalty: 1012.515320
	Iteration 288Q: 3 clusters Score -3677785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3677786.250000 Penalty: 1012.515320
	Iteration 289Q: 3 clusters Score -3677786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3677784.250000 Penalty: 1012.515320
	Iteration 290Q: 3 clusters Score -3677784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3677784.250000 Penalty: 1012.515320
	Iteration 291F: 3 clusters Score -3677784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Entering Unmasked Estep 
Score: -707494.437500 Penalty: 432.718506
	Iteration 0F: 2 clusters Score -707494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -698511.187500 Penalty: 865.437012
	Iteration 0F: 3 clusters Score -698511.2 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -702136.937500 Penalty: 865.437012
	Iteration 1F: 3 clusters Score -702136.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -702318.937500 Penalty: 865.437012
	Iteration 2Q: 3 clusters Score -702318.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -702624.562500 Penalty: 865.437012
	Iteration 3Q: 3 clusters Score -702624.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -703102.875000 Penalty: 865.437012
	Iteration 4F: 3 clusters Score -703102.9 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -703849.875000 Penalty: 865.437012
	Iteration 5F: 3 clusters Score -703849.9 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -704758.812500 Penalty: 865.437012
	Iteration 6F: 3 clusters Score -704758.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -705634.000000 Penalty: 865.437012
	Iteration 7F: 3 clusters Score -705634 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -706218.437500 Penalty: 865.437012
	Iteration 8Q: 3 clusters Score -706218.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -706590.750000 Penalty: 865.437012
	Iteration 9Q: 3 clusters Score -706590.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -706886.875000 Penalty: 865.437012
	Iteration 10Q: 3 clusters Score -706886.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -707100.687500 Penalty: 865.437012
	Iteration 11Q: 3 clusters Score -707100.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -707267.937500 Penalty: 865.437012
	Iteration 12Q: 3 clusters Score -707267.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -707363.375000 Penalty: 865.437012
	Iteration 13Q: 3 clusters Score -707363.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -707418.500000 Penalty: 865.437012
	Iteration 14Q: 3 clusters Score -707418.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -707453.000000 Penalty: 865.437012
	Iteration 15Q: 3 clusters Score -707453 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -707490.562500 Penalty: 865.437012
	Iteration 16Q: 3 clusters Score -707490.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -707517.562500 Penalty: 865.437012
	Iteration 17Q: 3 clusters Score -707517.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -707533.750000 Penalty: 865.437012
	Iteration 18Q: 3 clusters Score -707533.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -707545.375000 Penalty: 865.437012
	Iteration 19Q: 3 clusters Score -707545.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -707554.437500 Penalty: 865.437012
	Iteration 20F: 3 clusters Score -707554.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -707557.250000 Penalty: 865.437012
	Iteration 21Q: 3 clusters Score -707557.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -707560.375000 Penalty: 865.437012
	Iteration 22Q: 3 clusters Score -707560.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -707562.875000 Penalty: 865.437012
	Iteration 23Q: 3 clusters Score -707562.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -707561.625000 Penalty: 865.437012
	Iteration 24Q: 3 clusters Score -707561.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -707562.437500 Penalty: 865.437012
	Iteration 25Q: 3 clusters Score -707562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -707564.125000 Penalty: 865.437012
	Iteration 26Q: 3 clusters Score -707564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -707563.625000 Penalty: 865.437012
	Iteration 27Q: 3 clusters Score -707563.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -707563.625000 Penalty: 865.437012
	Iteration 28F: 3 clusters Score -707563.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 88407 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 102687 members 
Mstep: Class 6 contains 138454 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 21733 members 
Mstep: Class 11 contains 60425 members 
Mstep: Class 12 contains 17199 members 
Mstep: Class 13 contains 67951 members 
Mstep: Class 14 contains 1194 members 
Mstep: Class 15 contains 90259 members 
Mstep: Class 16 contains 2958 members 
Mstep: Class 17 contains 12002 members 
Mstep: Class 18 contains 78930 members 
Mstep: Class 19 contains 83982 members 
Mstep: Class 20 contains 148787 members 
Mstep: Class 21 contains 60223 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 44983 members 
Mstep: Class 25 contains 10167 members 
Mstep: Class 26 contains 1709 members 
Mstep: Class 27 contains 32227 members 
Mstep: Class 28 contains 4898 members 
Mstep: Class 29 contains 164978 members 
Mstep: Class 30 contains 398 members 
Mstep: Class 31 contains 2411 members 
Mstep: Class 32 contains 8999 members 
Mstep: Class 33 contains 11671 members 
Mstep: Class 34 contains 75253 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 96129 members 
Mstep: Class 37 contains 79735 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 72643 members 
Mstep: Class 41 contains 12304 members 
Entering Unmasked Estep 
Score: -87413216.000000 Penalty: 26795.666016
Splitting cluster 14 changes total score from -87413408.000000 to -87413216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (90259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Entering Unmasked Estep 
Score: -4757813.000000 Penalty: 519.174927
	Iteration 0F: 2 clusters Score -4757813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -4697620.000000 Penalty: 1038.349854
	Iteration 0F: 3 clusters Score -4697620 nChanged 43972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -4723803.000000 Penalty: 1038.349854
	Iteration 1F: 3 clusters Score -4723803 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -4724400.500000 Penalty: 1038.349854
	Iteration 2Q: 3 clusters Score -4724400 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -4725141.500000 Penalty: 1038.349854
	Iteration 3Q: 3 clusters Score -4725142 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -4726061.000000 Penalty: 1038.349854
	Iteration 4Q: 3 clusters Score -4726061 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -4727310.000000 Penalty: 1038.349854
	Iteration 5Q: 3 clusters Score -4727310 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -4729025.500000 Penalty: 1038.349854
	Iteration 6Q: 3 clusters Score -4729026 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -4731687.000000 Penalty: 1038.349854
	Iteration 7F: 3 clusters Score -4731687 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -4735534.000000 Penalty: 1038.349854
	Iteration 8F: 3 clusters Score -4735534 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -4739946.000000 Penalty: 1038.349854
	Iteration 9F: 3 clusters Score -4739946 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -4742985.000000 Penalty: 1038.349854
	Iteration 10F: 3 clusters Score -4742985 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -4744233.500000 Penalty: 1038.349854
	Iteration 11Q: 3 clusters Score -4744234 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -4744668.000000 Penalty: 1038.349854
	Iteration 12Q: 3 clusters Score -4744668 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -4744994.500000 Penalty: 1038.349854
	Iteration 13Q: 3 clusters Score -4744994 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -4745264.000000 Penalty: 1038.349854
	Iteration 14Q: 3 clusters Score -4745264 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -4745522.000000 Penalty: 1038.349854
	Iteration 15Q: 3 clusters Score -4745522 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -4745753.000000 Penalty: 1038.349854
	Iteration 16Q: 3 clusters Score -4745753 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -4746056.000000 Penalty: 1038.349854
	Iteration 17Q: 3 clusters Score -4746056 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -4746317.000000 Penalty: 1038.349854
	Iteration 18Q: 3 clusters Score -4746317 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -4746557.000000 Penalty: 1038.349854
	Iteration 19Q: 3 clusters Score -4746557 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -4746796.000000 Penalty: 1038.349854
	Iteration 20F: 3 clusters Score -4746796 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -4746985.500000 Penalty: 1038.349854
	Iteration 21Q: 3 clusters Score -4746986 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -4747189.000000 Penalty: 1038.349854
	Iteration 22Q: 3 clusters Score -4747189 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -4747382.000000 Penalty: 1038.349854
	Iteration 23Q: 3 clusters Score -4747382 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -4747586.000000 Penalty: 1038.349854
	Iteration 24Q: 3 clusters Score -4747586 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -4747757.500000 Penalty: 1038.349854
	Iteration 25Q: 3 clusters Score -4747758 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -4747947.000000 Penalty: 1038.349854
	Iteration 26Q: 3 clusters Score -4747947 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -4748148.500000 Penalty: 1038.349854
	Iteration 27Q: 3 clusters Score -4748148 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -4748354.500000 Penalty: 1038.349854
	Iteration 28Q: 3 clusters Score -4748354 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -4748525.500000 Penalty: 1038.349854
	Iteration 29Q: 3 clusters Score -4748526 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -4748725.000000 Penalty: 1038.349854
	Iteration 30Q: 3 clusters Score -4748725 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -4748963.500000 Penalty: 1038.349854
	Iteration 31Q: 3 clusters Score -4748964 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 63865 members 
Entering Unmasked Estep 
Score: -4749166.500000 Penalty: 1038.349854
	Iteration 32Q: 3 clusters Score -4749166 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
Score: -4749349.500000 Penalty: 1038.349854
	Iteration 33Q: 3 clusters Score -4749350 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -4749584.500000 Penalty: 1038.349854
	Iteration 34Q: 3 clusters Score -4749584 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -4749805.000000 Penalty: 1038.349854
	Iteration 35Q: 3 clusters Score -4749805 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -4750088.500000 Penalty: 1038.349854
	Iteration 36Q: 3 clusters Score -4750088 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -4750398.500000 Penalty: 1038.349854
	Iteration 37Q: 3 clusters Score -4750398 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 70156 members 
Entering Unmasked Estep 
Score: -4750705.000000 Penalty: 1038.349854
	Iteration 38Q: 3 clusters Score -4750705 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -4751002.000000 Penalty: 1038.349854
	Iteration 39Q: 3 clusters Score -4751002 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 72406 members 
Entering Unmasked Estep 
Score: -4751310.500000 Penalty: 1038.349854
	Iteration 40F: 3 clusters Score -4751310 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 73568 members 
Entering Unmasked Estep 
Score: -4751706.500000 Penalty: 1038.349854
	Iteration 41Q: 3 clusters Score -4751706 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 74704 members 
Entering Unmasked Estep 
Score: -4752085.500000 Penalty: 1038.349854
	Iteration 42Q: 3 clusters Score -4752086 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -4752487.500000 Penalty: 1038.349854
	Iteration 43Q: 3 clusters Score -4752488 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 77007 members 
Entering Unmasked Estep 
Score: -4752868.500000 Penalty: 1038.349854
	Iteration 44Q: 3 clusters Score -4752868 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -4753316.000000 Penalty: 1038.349854
	Iteration 45Q: 3 clusters Score -4753316 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 79346 members 
Entering Unmasked Estep 
Score: -4753792.500000 Penalty: 1038.349854
	Iteration 46Q: 3 clusters Score -4753792 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -4754238.000000 Penalty: 1038.349854
	Iteration 47Q: 3 clusters Score -4754238 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 81623 members 
Entering Unmasked Estep 
Score: -4754772.500000 Penalty: 1038.349854
	Iteration 48Q: 3 clusters Score -4754772 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 82662 members 
Entering Unmasked Estep 
Score: -4755266.000000 Penalty: 1038.349854
	Iteration 49Q: 3 clusters Score -4755266 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -4755705.500000 Penalty: 1038.349854
	Iteration 50Q: 3 clusters Score -4755706 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -4756034.000000 Penalty: 1038.349854
	Iteration 51Q: 3 clusters Score -4756034 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -4756323.500000 Penalty: 1038.349854
	Iteration 52Q: 3 clusters Score -4756324 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -4756587.500000 Penalty: 1038.349854
	Iteration 53Q: 3 clusters Score -4756588 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -4756826.000000 Penalty: 1038.349854
	Iteration 54Q: 3 clusters Score -4756826 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 86835 members 
Entering Unmasked Estep 
Score: -4756982.000000 Penalty: 1038.349854
	Iteration 55Q: 3 clusters Score -4756982 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -4757161.500000 Penalty: 1038.349854
	Iteration 56Q: 3 clusters Score -4757162 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 87633 members 
Entering Unmasked Estep 
Score: -4757285.000000 Penalty: 1038.349854
	Iteration 57Q: 3 clusters Score -4757285 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -4757403.000000 Penalty: 1038.349854
	Iteration 58Q: 3 clusters Score -4757403 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -4757481.000000 Penalty: 1038.349854
	Iteration 59Q: 3 clusters Score -4757481 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -4757538.000000 Penalty: 1038.349854
	Iteration 60F: 3 clusters Score -4757538 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -4757573.500000 Penalty: 1038.349854
	Iteration 61Q: 3 clusters Score -4757574 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 88704 members 
Entering Unmasked Estep 
Score: -4757621.500000 Penalty: 1038.349854
	Iteration 62Q: 3 clusters Score -4757622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 88827 members 
Entering Unmasked Estep 
Score: -4757658.000000 Penalty: 1038.349854
	Iteration 63Q: 3 clusters Score -4757658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -4757675.500000 Penalty: 1038.349854
	Iteration 64Q: 3 clusters Score -4757676 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 89001 members 
Entering Unmasked Estep 
Score: -4757696.000000 Penalty: 1038.349854
	Iteration 65Q: 3 clusters Score -4757696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 89056 members 
Entering Unmasked Estep 
Score: -4757714.000000 Penalty: 1038.349854
	Iteration 66Q: 3 clusters Score -4757714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -4757711.000000 Penalty: 1038.349854
	Iteration 67Q: 3 clusters Score -4757711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -4757722.500000 Penalty: 1038.349854
	Iteration 68Q: 3 clusters Score -4757722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
Score: -4757718.500000 Penalty: 1038.349854
	Iteration 69Q: 3 clusters Score -4757718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -4757716.500000 Penalty: 1038.349854
	Iteration 70Q: 3 clusters Score -4757716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 89213 members 
Entering Unmasked Estep 
Score: -4757724.000000 Penalty: 1038.349854
	Iteration 71Q: 3 clusters Score -4757724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 89228 members 
Entering Unmasked Estep 
Score: -4757723.000000 Penalty: 1038.349854
	Iteration 72Q: 3 clusters Score -4757723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 89240 members 
Entering Unmasked Estep 
Score: -4757725.500000 Penalty: 1038.349854
	Iteration 73Q: 3 clusters Score -4757726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -4757731.500000 Penalty: 1038.349854
	Iteration 74Q: 3 clusters Score -4757732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -4757732.000000 Penalty: 1038.349854
	Iteration 75Q: 3 clusters Score -4757732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 89261 members 
Entering Unmasked Estep 
Score: -4757729.000000 Penalty: 1038.349854
	Iteration 76Q: 3 clusters Score -4757729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
Score: -4757732.500000 Penalty: 1038.349854
	Iteration 77Q: 3 clusters Score -4757732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -4757731.000000 Penalty: 1038.349854
	Iteration 78Q: 3 clusters Score -4757731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 89294 members 
Entering Unmasked Estep 
Score: -4757727.500000 Penalty: 1038.349854
	Iteration 79Q: 3 clusters Score -4757728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 89303 members 
Entering Unmasked Estep 
Score: -4757733.500000 Penalty: 1038.349854
	Iteration 80F: 3 clusters Score -4757734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -4757738.000000 Penalty: 1038.349854
	Iteration 81Q: 3 clusters Score -4757738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -4757733.000000 Penalty: 1038.349854
	Iteration 82Q: 3 clusters Score -4757733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -4757733.500000 Penalty: 1038.349854
	Iteration 83Q: 3 clusters Score -4757734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 89307 members 
Entering Unmasked Estep 
Score: -4757730.000000 Penalty: 1038.349854
	Iteration 84Q: 3 clusters Score -4757730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 89306 members 
Entering Unmasked Estep 
Score: -4757733.500000 Penalty: 1038.349854
	Iteration 85Q: 3 clusters Score -4757734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -4757733.500000 Penalty: 1038.349854
	Iteration 86Q: 3 clusters Score -4757734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -4757733.500000 Penalty: 1038.349854
	Iteration 87F: 3 clusters Score -4757734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -155460.078125 Penalty: 363.648224
	Iteration 0F: 2 clusters Score -155460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -153371.390625 Penalty: 727.296448
	Iteration 0F: 3 clusters Score -153371.4 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -154092.875000 Penalty: 727.296448
	Iteration 1F: 3 clusters Score -154092.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -154174.484375 Penalty: 727.296448
	Iteration 2F: 3 clusters Score -154174.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -154235.593750 Penalty: 727.296448
	Iteration 3Q: 3 clusters Score -154235.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -154315.593750 Penalty: 727.296448
	Iteration 4F: 3 clusters Score -154315.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -154418.140625 Penalty: 727.296448
	Iteration 5F: 3 clusters Score -154418.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -154589.671875 Penalty: 727.296448
	Iteration 6F: 3 clusters Score -154589.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -154770.656250 Penalty: 727.296448
	Iteration 7F: 3 clusters Score -154770.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -154938.921875 Penalty: 727.296448
	Iteration 8F: 3 clusters Score -154938.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -155051.343750 Penalty: 727.296448
	Iteration 9Q: 3 clusters Score -155051.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -155100.687500 Penalty: 727.296448
	Iteration 10Q: 3 clusters Score -155100.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -155118.625000 Penalty: 727.296448
	Iteration 11Q: 3 clusters Score -155118.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -155125.390625 Penalty: 727.296448
	Iteration 12Q: 3 clusters Score -155125.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -155130.906250 Penalty: 727.296448
	Iteration 13Q: 3 clusters Score -155130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -155138.343750 Penalty: 727.296448
	Iteration 14Q: 3 clusters Score -155138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -155140.468750 Penalty: 727.296448
	Iteration 15Q: 3 clusters Score -155140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -155140.375000 Penalty: 727.296448
	Iteration 16Q: 3 clusters Score -155140.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -155140.375000 Penalty: 727.296448
	Iteration 17F: 3 clusters Score -155140.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Entering Unmasked Estep 
Score: -648305.812500 Penalty: 427.373718
	Iteration 0F: 2 clusters Score -648305.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -640436.125000 Penalty: 854.747437
	Iteration 0F: 3 clusters Score -640436.1 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -643632.000000 Penalty: 854.747437
	Iteration 1F: 3 clusters Score -643632 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -644078.937500 Penalty: 854.747437
	Iteration 2F: 3 clusters Score -644078.9 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -644719.375000 Penalty: 854.747437
	Iteration 3F: 3 clusters Score -644719.4 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -645497.812500 Penalty: 854.747437
	Iteration 4F: 3 clusters Score -645497.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -646129.000000 Penalty: 854.747437
	Iteration 5F: 3 clusters Score -646129 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -646581.687500 Penalty: 854.747437
	Iteration 6F: 3 clusters Score -646581.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -646893.000000 Penalty: 854.747437
	Iteration 7Q: 3 clusters Score -646893 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -647158.500000 Penalty: 854.747437
	Iteration 8Q: 3 clusters Score -647158.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -647460.437500 Penalty: 854.747437
	Iteration 9Q: 3 clusters Score -647460.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -647737.812500 Penalty: 854.747437
	Iteration 10Q: 3 clusters Score -647737.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -647908.750000 Penalty: 854.747437
	Iteration 11Q: 3 clusters Score -647908.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -648039.687500 Penalty: 854.747437
	Iteration 12Q: 3 clusters Score -648039.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -648096.000000 Penalty: 854.747437
	Iteration 13Q: 3 clusters Score -648096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -648123.562500 Penalty: 854.747437
	Iteration 14Q: 3 clusters Score -648123.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -648132.187500 Penalty: 854.747437
	Iteration 15Q: 3 clusters Score -648132.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -648136.625000 Penalty: 854.747437
	Iteration 16Q: 3 clusters Score -648136.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -648141.187500 Penalty: 854.747437
	Iteration 17Q: 3 clusters Score -648141.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -648142.375000 Penalty: 854.747437
	Iteration 18Q: 3 clusters Score -648142.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -648145.000000 Penalty: 854.747437
	Iteration 19Q: 3 clusters Score -648145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -648146.812500 Penalty: 854.747437
	Iteration 20F: 3 clusters Score -648146.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -648147.812500 Penalty: 854.747437
	Iteration 21Q: 3 clusters Score -648147.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -648149.750000 Penalty: 854.747437
	Iteration 22Q: 3 clusters Score -648149.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -648151.187500 Penalty: 854.747437
	Iteration 23Q: 3 clusters Score -648151.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -648150.375000 Penalty: 854.747437
	Iteration 24Q: 3 clusters Score -648150.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -648150.250000 Penalty: 854.747437
	Iteration 25Q: 3 clusters Score -648150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -648150.875000 Penalty: 854.747437
	Iteration 26Q: 3 clusters Score -648150.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -648151.375000 Penalty: 854.747437
	Iteration 27Q: 3 clusters Score -648151.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -648151.500000 Penalty: 854.747437
	Iteration 28Q: 3 clusters Score -648151.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -648151.187500 Penalty: 854.747437
	Iteration 29Q: 3 clusters Score -648151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -648150.687500 Penalty: 854.747437
	Iteration 30Q: 3 clusters Score -648150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -648150.500000 Penalty: 854.747437
	Iteration 31Q: 3 clusters Score -648150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -648150.437500 Penalty: 854.747437
	Iteration 32Q: 3 clusters Score -648150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -648150.812500 Penalty: 854.747437
	Iteration 33Q: 3 clusters Score -648150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -648150.125000 Penalty: 854.747437
	Iteration 34Q: 3 clusters Score -648150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -648151.125000 Penalty: 854.747437
	Iteration 35Q: 3 clusters Score -648151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -648151.875000 Penalty: 854.747437
	Iteration 36Q: 3 clusters Score -648151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -648150.750000 Penalty: 854.747437
	Iteration 37Q: 3 clusters Score -648150.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -648150.750000 Penalty: 854.747437
	Iteration 38F: 3 clusters Score -648150.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Entering Unmasked Estep 
Score: -4230111.000000 Penalty: 513.072388
	Iteration 0F: 2 clusters Score -4230111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -4177178.750000 Penalty: 1026.144775
	Iteration 0F: 3 clusters Score -4177179 nChanged 38300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4200954.500000 Penalty: 1026.144775
	Iteration 1F: 3 clusters Score -4200954 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -4202536.500000 Penalty: 1026.144775
	Iteration 2Q: 3 clusters Score -4202536 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4205276.500000 Penalty: 1026.144775
	Iteration 3F: 3 clusters Score -4205276 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4209586.500000 Penalty: 1026.144775
	Iteration 4F: 3 clusters Score -4209586 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -4214096.500000 Penalty: 1026.144775
	Iteration 5F: 3 clusters Score -4214096 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -4216441.500000 Penalty: 1026.144775
	Iteration 6F: 3 clusters Score -4216442 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -4217051.000000 Penalty: 1026.144775
	Iteration 7Q: 3 clusters Score -4217051 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4217325.500000 Penalty: 1026.144775
	Iteration 8Q: 3 clusters Score -4217326 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4217512.500000 Penalty: 1026.144775
	Iteration 9Q: 3 clusters Score -4217512 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4217789.500000 Penalty: 1026.144775
	Iteration 10Q: 3 clusters Score -4217790 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -4218042.500000 Penalty: 1026.144775
	Iteration 11Q: 3 clusters Score -4218042 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -4218285.500000 Penalty: 1026.144775
	Iteration 12Q: 3 clusters Score -4218286 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -4218573.000000 Penalty: 1026.144775
	Iteration 13Q: 3 clusters Score -4218573 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -4218917.000000 Penalty: 1026.144775
	Iteration 14Q: 3 clusters Score -4218917 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -4219253.000000 Penalty: 1026.144775
	Iteration 15Q: 3 clusters Score -4219253 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -4219662.500000 Penalty: 1026.144775
	Iteration 16Q: 3 clusters Score -4219662 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -4220046.500000 Penalty: 1026.144775
	Iteration 17Q: 3 clusters Score -4220046 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -4220550.000000 Penalty: 1026.144775
	Iteration 18Q: 3 clusters Score -4220550 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4221072.000000 Penalty: 1026.144775
	Iteration 19Q: 3 clusters Score -4221072 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -4221660.000000 Penalty: 1026.144775
	Iteration 20F: 3 clusters Score -4221660 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4222337.500000 Penalty: 1026.144775
	Iteration 21Q: 3 clusters Score -4222338 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4223037.500000 Penalty: 1026.144775
	Iteration 22Q: 3 clusters Score -4223038 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4223698.000000 Penalty: 1026.144775
	Iteration 23Q: 3 clusters Score -4223698 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4224341.500000 Penalty: 1026.144775
	Iteration 24Q: 3 clusters Score -4224342 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -4225005.500000 Penalty: 1026.144775
	Iteration 25Q: 3 clusters Score -4225006 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -4225615.500000 Penalty: 1026.144775
	Iteration 26Q: 3 clusters Score -4225616 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -4226111.500000 Penalty: 1026.144775
	Iteration 27Q: 3 clusters Score -4226112 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4226563.500000 Penalty: 1026.144775
	Iteration 28Q: 3 clusters Score -4226564 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4227012.000000 Penalty: 1026.144775
	Iteration 29Q: 3 clusters Score -4227012 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -4227391.000000 Penalty: 1026.144775
	Iteration 30Q: 3 clusters Score -4227391 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4227750.000000 Penalty: 1026.144775
	Iteration 31Q: 3 clusters Score -4227750 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -4228039.500000 Penalty: 1026.144775
	Iteration 32Q: 3 clusters Score -4228040 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72148 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -4228299.500000 Penalty: 1026.144775
	Iteration 33Q: 3 clusters Score -4228300 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -4228544.500000 Penalty: 1026.144775
	Iteration 34Q: 3 clusters Score -4228544 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -4228777.000000 Penalty: 1026.144775
	Iteration 35Q: 3 clusters Score -4228777 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -4228992.500000 Penalty: 1026.144775
	Iteration 36Q: 3 clusters Score -4228992 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73950 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -4229158.500000 Penalty: 1026.144775
	Iteration 37Q: 3 clusters Score -4229158 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4229289.500000 Penalty: 1026.144775
	Iteration 38Q: 3 clusters Score -4229290 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4229392.500000 Penalty: 1026.144775
	Iteration 39Q: 3 clusters Score -4229392 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4229458.500000 Penalty: 1026.144775
	Iteration 40F: 3 clusters Score -4229458 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4229530.500000 Penalty: 1026.144775
	Iteration 41Q: 3 clusters Score -4229530 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -4229573.000000 Penalty: 1026.144775
	Iteration 42Q: 3 clusters Score -4229573 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4229634.500000 Penalty: 1026.144775
	Iteration 43Q: 3 clusters Score -4229634 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4229674.000000 Penalty: 1026.144775
	Iteration 44Q: 3 clusters Score -4229674 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4229714.000000 Penalty: 1026.144775
	Iteration 45Q: 3 clusters Score -4229714 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4229741.000000 Penalty: 1026.144775
	Iteration 46Q: 3 clusters Score -4229741 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4229771.000000 Penalty: 1026.144775
	Iteration 47Q: 3 clusters Score -4229771 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4229804.000000 Penalty: 1026.144775
	Iteration 48Q: 3 clusters Score -4229804 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4229839.500000 Penalty: 1026.144775
	Iteration 49Q: 3 clusters Score -4229840 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4229860.000000 Penalty: 1026.144775
	Iteration 50Q: 3 clusters Score -4229860 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76845 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4229875.500000 Penalty: 1026.144775
	Iteration 51Q: 3 clusters Score -4229876 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4229884.500000 Penalty: 1026.144775
	Iteration 52Q: 3 clusters Score -4229884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4229893.500000 Penalty: 1026.144775
	Iteration 53Q: 3 clusters Score -4229894 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4229906.000000 Penalty: 1026.144775
	Iteration 54Q: 3 clusters Score -4229906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4229902.000000 Penalty: 1026.144775
	Iteration 55Q: 3 clusters Score -4229902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4229910.500000 Penalty: 1026.144775
	Iteration 56Q: 3 clusters Score -4229910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4229911.000000 Penalty: 1026.144775
	Iteration 57Q: 3 clusters Score -4229911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4229909.000000 Penalty: 1026.144775
	Iteration 58Q: 3 clusters Score -4229909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77324 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4229908.500000 Penalty: 1026.144775
	Iteration 59Q: 3 clusters Score -4229908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77343 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4229913.000000 Penalty: 1026.144775
	Iteration 60F: 3 clusters Score -4229913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4229913.500000 Penalty: 1026.144775
	Iteration 61Q: 3 clusters Score -4229914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77373 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4229907.500000 Penalty: 1026.144775
	Iteration 62Q: 3 clusters Score -4229908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4229904.500000 Penalty: 1026.144775
	Iteration 63Q: 3 clusters Score -4229904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4229902.500000 Penalty: 1026.144775
	Iteration 64Q: 3 clusters Score -4229902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4229906.000000 Penalty: 1026.144775
	Iteration 65Q: 3 clusters Score -4229906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4229906.500000 Penalty: 1026.144775
	Iteration 66Q: 3 clusters Score -4229906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4229915.500000 Penalty: 1026.144775
	Iteration 67Q: 3 clusters Score -4229916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77444 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4229910.500000 Penalty: 1026.144775
	Iteration 68Q: 3 clusters Score -4229910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77454 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4229911.000000 Penalty: 1026.144775
	Iteration 69Q: 3 clusters Score -4229911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4229913.500000 Penalty: 1026.144775
	Iteration 70Q: 3 clusters Score -4229914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4229907.000000 Penalty: 1026.144775
	Iteration 71Q: 3 clusters Score -4229907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4229906.500000 Penalty: 1026.144775
	Iteration 72Q: 3 clusters Score -4229906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4229907.000000 Penalty: 1026.144775
	Iteration 73Q: 3 clusters Score -4229907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4229908.000000 Penalty: 1026.144775
	Iteration 74Q: 3 clusters Score -4229908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4229908.500000 Penalty: 1026.144775
	Iteration 75Q: 3 clusters Score -4229908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77509 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4229909.000000 Penalty: 1026.144775
	Iteration 76Q: 3 clusters Score -4229909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4229909.000000 Penalty: 1026.144775
	Iteration 77Q: 3 clusters Score -4229909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77515 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4229906.500000 Penalty: 1026.144775
	Iteration 78Q: 3 clusters Score -4229906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4229906.500000 Penalty: 1026.144775
	Iteration 79Q: 3 clusters Score -4229906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4229907.000000 Penalty: 1026.144775
	Iteration 80F: 3 clusters Score -4229907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (83982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Entering Unmasked Estep 
Score: -4644862.500000 Penalty: 515.895264
	Iteration 0F: 2 clusters Score -4644862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -4588458.000000 Penalty: 1031.790527
	Iteration 0F: 3 clusters Score -4588458 nChanged 40986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -4613078.500000 Penalty: 1031.790527
	Iteration 1F: 3 clusters Score -4613078 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -4613998.500000 Penalty: 1031.790527
	Iteration 2Q: 3 clusters Score -4613998 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -4615236.500000 Penalty: 1031.790527
	Iteration 3Q: 3 clusters Score -4615236 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -4617295.000000 Penalty: 1031.790527
	Iteration 4Q: 3 clusters Score -4617295 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -4620627.500000 Penalty: 1031.790527
	Iteration 5F: 3 clusters Score -4620628 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 61918 members 
Entering Unmasked Estep 
Score: -4625279.500000 Penalty: 1031.790527
	Iteration 6F: 3 clusters Score -4625280 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -4630782.000000 Penalty: 1031.790527
	Iteration 7F: 3 clusters Score -4630782 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -4635793.000000 Penalty: 1031.790527
	Iteration 8F: 3 clusters Score -4635793 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -4639595.000000 Penalty: 1031.790527
	Iteration 9F: 3 clusters Score -4639595 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 80993 members 
Entering Unmasked Estep 
Score: -4642000.000000 Penalty: 1031.790527
	Iteration 10Q: 3 clusters Score -4642000 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 82548 members 
Entering Unmasked Estep 
Score: -4643301.500000 Penalty: 1031.790527
	Iteration 11Q: 3 clusters Score -4643302 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -4643911.500000 Penalty: 1031.790527
	Iteration 12Q: 3 clusters Score -4643912 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -4644180.500000 Penalty: 1031.790527
	Iteration 13Q: 3 clusters Score -4644180 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 83780 members 
Entering Unmasked Estep 
Score: -4644299.000000 Penalty: 1031.790527
	Iteration 14Q: 3 clusters Score -4644299 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -4644366.500000 Penalty: 1031.790527
	Iteration 15Q: 3 clusters Score -4644366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -4644386.500000 Penalty: 1031.790527
	Iteration 16Q: 3 clusters Score -4644386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -4644397.000000 Penalty: 1031.790527
	Iteration 17Q: 3 clusters Score -4644397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83895 members 
Entering Unmasked Estep 
Score: -4644405.000000 Penalty: 1031.790527
	Iteration 18Q: 3 clusters Score -4644405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 83900 members 
Entering Unmasked Estep 
Score: -4644414.500000 Penalty: 1031.790527
	Iteration 19Q: 3 clusters Score -4644414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -4644416.000000 Penalty: 1031.790527
	Iteration 20F: 3 clusters Score -4644416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 83905 members 
Entering Unmasked Estep 
Score: -4644418.000000 Penalty: 1031.790527
	Iteration 21Q: 3 clusters Score -4644418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -4644419.000000 Penalty: 1031.790527
	Iteration 22Q: 3 clusters Score -4644419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
Score: -4644421.000000 Penalty: 1031.790527
	Iteration 23Q: 3 clusters Score -4644421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83907 members 
Entering Unmasked Estep 
Score: -4644421.000000 Penalty: 1031.790527
	Iteration 24F: 3 clusters Score -4644421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (148787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148787 members 
Entering Unmasked Estep 
Score: -7939702.500000 Penalty: 541.917297
	Iteration 0F: 2 clusters Score -7939702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 74692 members 
Entering Unmasked Estep 
Score: -7847177.000000 Penalty: 1083.834595
	Iteration 0F: 3 clusters Score -7847177 nChanged 73010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -7893447.000000 Penalty: 1083.834595
	Iteration 1F: 3 clusters Score -7893447 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 90484 members 
Entering Unmasked Estep 
Score: -7897706.000000 Penalty: 1083.834595
	Iteration 2F: 3 clusters Score -7897706 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 99152 members 
Entering Unmasked Estep 
Score: -7904558.000000 Penalty: 1083.834595
	Iteration 3F: 3 clusters Score -7904558 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 108581 members 
Entering Unmasked Estep 
Score: -7913147.500000 Penalty: 1083.834595
	Iteration 4F: 3 clusters Score -7913148 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 116231 members 
Entering Unmasked Estep 
Score: -7920789.500000 Penalty: 1083.834595
	Iteration 5F: 3 clusters Score -7920790 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 120695 members 
Entering Unmasked Estep 
Score: -7925775.500000 Penalty: 1083.834595
	Iteration 6Q: 3 clusters Score -7925776 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 122986 members 
Entering Unmasked Estep 
Score: -7928495.500000 Penalty: 1083.834595
	Iteration 7Q: 3 clusters Score -7928496 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 124341 members 
Entering Unmasked Estep 
Score: -7929855.000000 Penalty: 1083.834595
	Iteration 8Q: 3 clusters Score -7929855 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -7930649.000000 Penalty: 1083.834595
	Iteration 9Q: 3 clusters Score -7930649 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 126482 members 
Entering Unmasked Estep 
Score: -7931469.000000 Penalty: 1083.834595
	Iteration 10Q: 3 clusters Score -7931469 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 127536 members 
Entering Unmasked Estep 
Score: -7932305.500000 Penalty: 1083.834595
	Iteration 11Q: 3 clusters Score -7932306 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 128610 members 
Entering Unmasked Estep 
Score: -7933091.500000 Penalty: 1083.834595
	Iteration 12Q: 3 clusters Score -7933092 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 129676 members 
Entering Unmasked Estep 
Score: -7933938.000000 Penalty: 1083.834595
	Iteration 13Q: 3 clusters Score -7933938 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 130721 members 
Entering Unmasked Estep 
Score: -7934653.000000 Penalty: 1083.834595
	Iteration 14Q: 3 clusters Score -7934653 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 131760 members 
Entering Unmasked Estep 
Score: -7935423.500000 Penalty: 1083.834595
	Iteration 15Q: 3 clusters Score -7935424 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 132830 members 
Entering Unmasked Estep 
Score: -7936204.000000 Penalty: 1083.834595
	Iteration 16Q: 3 clusters Score -7936204 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 133923 members 
Entering Unmasked Estep 
Score: -7937003.000000 Penalty: 1083.834595
	Iteration 17Q: 3 clusters Score -7937003 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 135010 members 
Entering Unmasked Estep 
Score: -7937719.500000 Penalty: 1083.834595
	Iteration 18Q: 3 clusters Score -7937720 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 136136 members 
Entering Unmasked Estep 
Score: -7938438.000000 Penalty: 1083.834595
	Iteration 19Q: 3 clusters Score -7938438 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 137320 members 
Entering Unmasked Estep 
Score: -7939045.500000 Penalty: 1083.834595
	Iteration 20F: 3 clusters Score -7939046 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 138524 members 
Entering Unmasked Estep 
Score: -7939537.500000 Penalty: 1083.834595
	Iteration 21Q: 3 clusters Score -7939538 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 139711 members 
Entering Unmasked Estep 
Score: -7939988.500000 Penalty: 1083.834595
	Iteration 22Q: 3 clusters Score -7939988 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 140799 members 
Entering Unmasked Estep 
Score: -7940295.500000 Penalty: 1083.834595
	Iteration 23Q: 3 clusters Score -7940296 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 141791 members 
Entering Unmasked Estep 
Score: -7940525.500000 Penalty: 1083.834595
	Iteration 24Q: 3 clusters Score -7940526 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 142714 members 
Entering Unmasked Estep 
Score: -7940674.000000 Penalty: 1083.834595
	Iteration 25Q: 3 clusters Score -7940674 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 143515 members 
Entering Unmasked Estep 
Score: -7940750.000000 Penalty: 1083.834595
	Iteration 26Q: 3 clusters Score -7940750 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 144217 members 
Entering Unmasked Estep 
Score: -7940778.500000 Penalty: 1083.834595
	Iteration 27Q: 3 clusters Score -7940778 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 144831 members 
Entering Unmasked Estep 
Score: -7940772.000000 Penalty: 1083.834595
	Iteration 28Q: 3 clusters Score -7940772 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 145400 members 
Entering Unmasked Estep 
Score: -7940717.000000 Penalty: 1083.834595
	Iteration 29Q: 3 clusters Score -7940717 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 145868 members 
Entering Unmasked Estep 
Score: -7940550.000000 Penalty: 1083.834595
	Iteration 30Q: 3 clusters Score -7940550 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 146265 members 
Entering Unmasked Estep 
Score: -7940377.000000 Penalty: 1083.834595
	Iteration 31Q: 3 clusters Score -7940377 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 146614 members 
Entering Unmasked Estep 
Score: -7940188.500000 Penalty: 1083.834595
	Iteration 32Q: 3 clusters Score -7940188 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 146896 members 
Entering Unmasked Estep 
Score: -7940099.500000 Penalty: 1083.834595
	Iteration 33Q: 3 clusters Score -7940100 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 147136 members 
Entering Unmasked Estep 
Score: -7940033.000000 Penalty: 1083.834595
	Iteration 34Q: 3 clusters Score -7940033 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -7939986.500000 Penalty: 1083.834595
	Iteration 35Q: 3 clusters Score -7939986 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 147528 members 
Entering Unmasked Estep 
Score: -7939900.500000 Penalty: 1083.834595
	Iteration 36Q: 3 clusters Score -7939900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 147666 members 
Entering Unmasked Estep 
Score: -7939831.000000 Penalty: 1083.834595
	Iteration 37Q: 3 clusters Score -7939831 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 147768 members 
Entering Unmasked Estep 
Score: -7939822.500000 Penalty: 1083.834595
	Iteration 38Q: 3 clusters Score -7939822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 147859 members 
Entering Unmasked Estep 
Score: -7939794.500000 Penalty: 1083.834595
	Iteration 39Q: 3 clusters Score -7939794 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 147947 members 
Entering Unmasked Estep 
Score: -7939738.500000 Penalty: 1083.834595
	Iteration 40F: 3 clusters Score -7939738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 148022 members 
Entering Unmasked Estep 
Score: -7939702.500000 Penalty: 1083.834595
	Iteration 41Q: 3 clusters Score -7939702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 148094 members 
Entering Unmasked Estep 
Score: -7939669.000000 Penalty: 1083.834595
	Iteration 42Q: 3 clusters Score -7939669 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 148156 members 
Entering Unmasked Estep 
Score: -7939635.500000 Penalty: 1083.834595
	Iteration 43Q: 3 clusters Score -7939636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 148213 members 
Entering Unmasked Estep 
Score: -7939605.500000 Penalty: 1083.834595
	Iteration 44Q: 3 clusters Score -7939606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 148261 members 
Entering Unmasked Estep 
Score: -7939595.000000 Penalty: 1083.834595
	Iteration 45Q: 3 clusters Score -7939595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 148293 members 
Entering Unmasked Estep 
Score: -7939571.500000 Penalty: 1083.834595
	Iteration 46Q: 3 clusters Score -7939572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 148317 members 
Entering Unmasked Estep 
Score: -7939578.500000 Penalty: 1083.834595
	Iteration 47Q: 3 clusters Score -7939578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 148343 members 
Entering Unmasked Estep 
Score: -7939593.000000 Penalty: 1083.834595
	Iteration 48Q: 3 clusters Score -7939593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 148372 members 
Entering Unmasked Estep 
Score: -7939587.000000 Penalty: 1083.834595
	Iteration 49Q: 3 clusters Score -7939587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 148396 members 
Entering Unmasked Estep 
Score: -7939578.500000 Penalty: 1083.834595
	Iteration 50Q: 3 clusters Score -7939578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 148416 members 
Entering Unmasked Estep 
Score: -7939578.500000 Penalty: 1083.834595
	Iteration 51Q: 3 clusters Score -7939578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 148430 members 
Entering Unmasked Estep 
Score: -7939561.000000 Penalty: 1083.834595
	Iteration 52Q: 3 clusters Score -7939561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 148439 members 
Entering Unmasked Estep 
Score: -7939558.500000 Penalty: 1083.834595
	Iteration 53Q: 3 clusters Score -7939558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 148450 members 
Entering Unmasked Estep 
Score: -7939549.000000 Penalty: 1083.834595
	Iteration 54Q: 3 clusters Score -7939549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 148460 members 
Entering Unmasked Estep 
Score: -7939542.000000 Penalty: 1083.834595
	Iteration 55Q: 3 clusters Score -7939542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 148470 members 
Entering Unmasked Estep 
Score: -7939541.500000 Penalty: 1083.834595
	Iteration 56Q: 3 clusters Score -7939542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 148473 members 
Entering Unmasked Estep 
Score: -7939545.500000 Penalty: 1083.834595
	Iteration 57Q: 3 clusters Score -7939546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 148483 members 
Entering Unmasked Estep 
Score: -7939543.000000 Penalty: 1083.834595
	Iteration 58Q: 3 clusters Score -7939543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 148498 members 
Entering Unmasked Estep 
Score: -7939540.500000 Penalty: 1083.834595
	Iteration 59Q: 3 clusters Score -7939540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 148507 members 
Entering Unmasked Estep 
Score: -7939526.000000 Penalty: 1083.834595
	Iteration 60F: 3 clusters Score -7939526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 148514 members 
Entering Unmasked Estep 
Score: -7939529.500000 Penalty: 1083.834595
	Iteration 61Q: 3 clusters Score -7939530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 148522 members 
Entering Unmasked Estep 
Score: -7939522.000000 Penalty: 1083.834595
	Iteration 62Q: 3 clusters Score -7939522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 148526 members 
Entering Unmasked Estep 
Score: -7939517.500000 Penalty: 1083.834595
	Iteration 63Q: 3 clusters Score -7939518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 148530 members 
Entering Unmasked Estep 
Score: -7939515.000000 Penalty: 1083.834595
	Iteration 64Q: 3 clusters Score -7939515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 148532 members 
Entering Unmasked Estep 
Score: -7939514.500000 Penalty: 1083.834595
	Iteration 65Q: 3 clusters Score -7939514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 148538 members 
Entering Unmasked Estep 
Score: -7939510.500000 Penalty: 1083.834595
	Iteration 66Q: 3 clusters Score -7939510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 148546 members 
Entering Unmasked Estep 
Score: -7939506.500000 Penalty: 1083.834595
	Iteration 67Q: 3 clusters Score -7939506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 148551 members 
Entering Unmasked Estep 
Score: -7939504.000000 Penalty: 1083.834595
	Iteration 68Q: 3 clusters Score -7939504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 148554 members 
Entering Unmasked Estep 
Score: -7939502.500000 Penalty: 1083.834595
	Iteration 69Q: 3 clusters Score -7939502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -7939500.000000 Penalty: 1083.834595
	Iteration 70Q: 3 clusters Score -7939500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 148559 members 
Entering Unmasked Estep 
Score: -7939496.500000 Penalty: 1083.834595
	Iteration 71Q: 3 clusters Score -7939496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 148561 members 
Entering Unmasked Estep 
Score: -7939488.500000 Penalty: 1083.834595
	Iteration 72Q: 3 clusters Score -7939488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 148561 members 
Entering Unmasked Estep 
Score: -7939488.500000 Penalty: 1083.834595
	Iteration 73F: 3 clusters Score -7939488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Entering Unmasked Estep 
Score: -3025531.250000 Penalty: 500.764343
	Iteration 0F: 2 clusters Score -3025531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -2985111.250000 Penalty: 1001.528687
	Iteration 0F: 3 clusters Score -2985111 nChanged 29199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3003305.750000 Penalty: 1001.528687
	Iteration 1F: 3 clusters Score -3003306 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3004626.500000 Penalty: 1001.528687
	Iteration 2Q: 3 clusters Score -3004626 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3006712.750000 Penalty: 1001.528687
	Iteration 3F: 3 clusters Score -3006713 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3009787.000000 Penalty: 1001.528687
	Iteration 4F: 3 clusters Score -3009787 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3013610.500000 Penalty: 1001.528687
	Iteration 5F: 3 clusters Score -3013610 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3016738.500000 Penalty: 1001.528687
	Iteration 6F: 3 clusters Score -3016738 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3018473.000000 Penalty: 1001.528687
	Iteration 7Q: 3 clusters Score -3018473 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3019580.000000 Penalty: 1001.528687
	Iteration 8Q: 3 clusters Score -3019580 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -3020376.500000 Penalty: 1001.528687
	Iteration 9Q: 3 clusters Score -3020376 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3021120.000000 Penalty: 1001.528687
	Iteration 10Q: 3 clusters Score -3021120 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3021816.250000 Penalty: 1001.528687
	Iteration 11Q: 3 clusters Score -3021816 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3022468.750000 Penalty: 1001.528687
	Iteration 12Q: 3 clusters Score -3022469 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56815 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3023039.750000 Penalty: 1001.528687
	Iteration 13Q: 3 clusters Score -3023040 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3023568.250000 Penalty: 1001.528687
	Iteration 14Q: 3 clusters Score -3023568 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58234 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3024003.500000 Penalty: 1001.528687
	Iteration 15Q: 3 clusters Score -3024004 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3024343.250000 Penalty: 1001.528687
	Iteration 16Q: 3 clusters Score -3024343 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3024585.000000 Penalty: 1001.528687
	Iteration 17Q: 3 clusters Score -3024585 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3024772.000000 Penalty: 1001.528687
	Iteration 18Q: 3 clusters Score -3024772 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3024865.500000 Penalty: 1001.528687
	Iteration 19Q: 3 clusters Score -3024866 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3024923.750000 Penalty: 1001.528687
	Iteration 20F: 3 clusters Score -3024924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3024957.250000 Penalty: 1001.528687
	Iteration 21Q: 3 clusters Score -3024957 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3024978.500000 Penalty: 1001.528687
	Iteration 22Q: 3 clusters Score -3024978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3025011.750000 Penalty: 1001.528687
	Iteration 23Q: 3 clusters Score -3025012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3025035.750000 Penalty: 1001.528687
	Iteration 24Q: 3 clusters Score -3025036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3025057.500000 Penalty: 1001.528687
	Iteration 25Q: 3 clusters Score -3025058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3025070.000000 Penalty: 1001.528687
	Iteration 26Q: 3 clusters Score -3025070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3025086.500000 Penalty: 1001.528687
	Iteration 27Q: 3 clusters Score -3025086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3025093.250000 Penalty: 1001.528687
	Iteration 28Q: 3 clusters Score -3025093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3025098.000000 Penalty: 1001.528687
	Iteration 29Q: 3 clusters Score -3025098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3025100.750000 Penalty: 1001.528687
	Iteration 30Q: 3 clusters Score -3025101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3025105.500000 Penalty: 1001.528687
	Iteration 31Q: 3 clusters Score -3025106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3025106.750000 Penalty: 1001.528687
	Iteration 32Q: 3 clusters Score -3025107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3025107.250000 Penalty: 1001.528687
	Iteration 33Q: 3 clusters Score -3025107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3025107.250000 Penalty: 1001.528687
	Iteration 34F: 3 clusters Score -3025107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -140315.359375 Penalty: 357.427277
	Iteration 0F: 2 clusters Score -140315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -138487.343750 Penalty: 714.854553
	Iteration 0F: 3 clusters Score -138487.3 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -139118.312500 Penalty: 714.854553
	Iteration 1F: 3 clusters Score -139118.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -139197.500000 Penalty: 714.854553
	Iteration 2F: 3 clusters Score -139197.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -139249.765625 Penalty: 714.854553
	Iteration 3Q: 3 clusters Score -139249.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -139294.640625 Penalty: 714.854553
	Iteration 4Q: 3 clusters Score -139294.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -139351.875000 Penalty: 714.854553
	Iteration 5Q: 3 clusters Score -139351.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -139419.500000 Penalty: 714.854553
	Iteration 6Q: 3 clusters Score -139419.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -139513.156250 Penalty: 714.854553
	Iteration 7F: 3 clusters Score -139513.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -139624.640625 Penalty: 714.854553
	Iteration 8F: 3 clusters Score -139624.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -139752.437500 Penalty: 714.854553
	Iteration 9F: 3 clusters Score -139752.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -139855.218750 Penalty: 714.854553
	Iteration 10Q: 3 clusters Score -139855.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -139929.015625 Penalty: 714.854553
	Iteration 11Q: 3 clusters Score -139929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -139969.890625 Penalty: 714.854553
	Iteration 12Q: 3 clusters Score -139969.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -139994.562500 Penalty: 714.854553
	Iteration 13Q: 3 clusters Score -139994.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -140010.359375 Penalty: 714.854553
	Iteration 14Q: 3 clusters Score -140010.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -140022.125000 Penalty: 714.854553
	Iteration 15Q: 3 clusters Score -140022.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -140029.890625 Penalty: 714.854553
	Iteration 16Q: 3 clusters Score -140029.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -140036.609375 Penalty: 714.854553
	Iteration 17Q: 3 clusters Score -140036.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -140040.625000 Penalty: 714.854553
	Iteration 18Q: 3 clusters Score -140040.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -140042.812500 Penalty: 714.854553
	Iteration 19Q: 3 clusters Score -140042.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -140043.437500 Penalty: 714.854553
	Iteration 20F: 3 clusters Score -140043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -140044.031250 Penalty: 714.854553
	Iteration 21Q: 3 clusters Score -140044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -140044.437500 Penalty: 714.854553
	Iteration 22Q: 3 clusters Score -140044.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -140044.500000 Penalty: 714.854553
	Iteration 23Q: 3 clusters Score -140044.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -140044.578125 Penalty: 714.854553
	Iteration 24Q: 3 clusters Score -140044.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -140045.109375 Penalty: 714.854553
	Iteration 25Q: 3 clusters Score -140045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -140045.109375 Penalty: 714.854553
	Iteration 26F: 3 clusters Score -140045.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Entering Unmasked Estep 
Score: -290651.375000 Penalty: 390.610779
	Iteration 0F: 2 clusters Score -290651.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -287033.281250 Penalty: 781.221558
	Iteration 0F: 3 clusters Score -287033.3 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -288376.250000 Penalty: 781.221558
	Iteration 1F: 3 clusters Score -288376.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -288530.281250 Penalty: 781.221558
	Iteration 2F: 3 clusters Score -288530.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -288692.531250 Penalty: 781.221558
	Iteration 3F: 3 clusters Score -288692.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -288920.343750 Penalty: 781.221558
	Iteration 4F: 3 clusters Score -288920.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -289247.687500 Penalty: 781.221558
	Iteration 5F: 3 clusters Score -289247.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -289514.500000 Penalty: 781.221558
	Iteration 6F: 3 clusters Score -289514.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -289671.187500 Penalty: 781.221558
	Iteration 7F: 3 clusters Score -289671.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -289739.250000 Penalty: 781.221558
	Iteration 8Q: 3 clusters Score -289739.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -289780.625000 Penalty: 781.221558
	Iteration 9Q: 3 clusters Score -289780.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -289817.968750 Penalty: 781.221558
	Iteration 10Q: 3 clusters Score -289818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -289865.437500 Penalty: 781.221558
	Iteration 11Q: 3 clusters Score -289865.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -289924.156250 Penalty: 781.221558
	Iteration 12Q: 3 clusters Score -289924.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -289981.937500 Penalty: 781.221558
	Iteration 13Q: 3 clusters Score -289981.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -290054.437500 Penalty: 781.221558
	Iteration 14Q: 3 clusters Score -290054.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -290124.781250 Penalty: 781.221558
	Iteration 15Q: 3 clusters Score -290124.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -290192.937500 Penalty: 781.221558
	Iteration 16Q: 3 clusters Score -290192.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -290265.437500 Penalty: 781.221558
	Iteration 17Q: 3 clusters Score -290265.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -290326.812500 Penalty: 781.221558
	Iteration 18Q: 3 clusters Score -290326.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -290376.843750 Penalty: 781.221558
	Iteration 19Q: 3 clusters Score -290376.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -290414.000000 Penalty: 781.221558
	Iteration 20F: 3 clusters Score -290414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -290431.437500 Penalty: 781.221558
	Iteration 21Q: 3 clusters Score -290431.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -290441.031250 Penalty: 781.221558
	Iteration 22Q: 3 clusters Score -290441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -290450.125000 Penalty: 781.221558
	Iteration 23Q: 3 clusters Score -290450.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -290457.875000 Penalty: 781.221558
	Iteration 24Q: 3 clusters Score -290457.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -290464.843750 Penalty: 781.221558
	Iteration 25Q: 3 clusters Score -290464.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -290470.375000 Penalty: 781.221558
	Iteration 26Q: 3 clusters Score -290470.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -290475.468750 Penalty: 781.221558
	Iteration 27Q: 3 clusters Score -290475.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -290481.562500 Penalty: 781.221558
	Iteration 28Q: 3 clusters Score -290481.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -290485.281250 Penalty: 781.221558
	Iteration 29Q: 3 clusters Score -290485.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -290487.875000 Penalty: 781.221558
	Iteration 30Q: 3 clusters Score -290487.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -290489.218750 Penalty: 781.221558
	Iteration 31Q: 3 clusters Score -290489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -290489.781250 Penalty: 781.221558
	Iteration 32Q: 3 clusters Score -290489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -290491.312500 Penalty: 781.221558
	Iteration 33Q: 3 clusters Score -290491.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -290491.750000 Penalty: 781.221558
	Iteration 34Q: 3 clusters Score -290491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -290491.843750 Penalty: 781.221558
	Iteration 35Q: 3 clusters Score -290491.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -290492.031250 Penalty: 781.221558
	Iteration 36Q: 3 clusters Score -290492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -290492.906250 Penalty: 781.221558
	Iteration 37Q: 3 clusters Score -290492.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -290493.687500 Penalty: 781.221558
	Iteration 38Q: 3 clusters Score -290493.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -290494.406250 Penalty: 781.221558
	Iteration 39Q: 3 clusters Score -290494.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -290495.531250 Penalty: 781.221558
	Iteration 40F: 3 clusters Score -290495.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -290495.468750 Penalty: 781.221558
	Iteration 41Q: 3 clusters Score -290495.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -290495.812500 Penalty: 781.221558
	Iteration 42Q: 3 clusters Score -290495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -290496.125000 Penalty: 781.221558
	Iteration 43Q: 3 clusters Score -290496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -290496.375000 Penalty: 781.221558
	Iteration 44Q: 3 clusters Score -290496.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -290496.593750 Penalty: 781.221558
	Iteration 45Q: 3 clusters Score -290496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -290496.750000 Penalty: 781.221558
	Iteration 46Q: 3 clusters Score -290496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -290497.312500 Penalty: 781.221558
	Iteration 47Q: 3 clusters Score -290497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -290497.250000 Penalty: 781.221558
	Iteration 48Q: 3 clusters Score -290497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -290497.031250 Penalty: 781.221558
	Iteration 49Q: 3 clusters Score -290497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -290497.031250 Penalty: 781.221558
	Iteration 50F: 3 clusters Score -290497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Entering Unmasked Estep 
Score: -2432304.500000 Penalty: 487.488800
	Iteration 0F: 2 clusters Score -2432304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2402024.250000 Penalty: 974.977600
	Iteration 0F: 3 clusters Score -2402024 nChanged 21769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -2416019.750000 Penalty: 974.977600
	Iteration 1F: 3 clusters Score -2416020 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -2417658.250000 Penalty: 974.977600
	Iteration 2F: 3 clusters Score -2417658 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -2420186.000000 Penalty: 974.977600
	Iteration 3F: 3 clusters Score -2420186 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -2423494.000000 Penalty: 974.977600
	Iteration 4F: 3 clusters Score -2423494 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -2426631.250000 Penalty: 974.977600
	Iteration 5F: 3 clusters Score -2426631 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -2428558.250000 Penalty: 974.977600
	Iteration 6Q: 3 clusters Score -2428558 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -2429552.250000 Penalty: 974.977600
	Iteration 7Q: 3 clusters Score -2429552 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -2430152.500000 Penalty: 974.977600
	Iteration 8Q: 3 clusters Score -2430152 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -2430573.500000 Penalty: 974.977600
	Iteration 9Q: 3 clusters Score -2430574 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -2430902.000000 Penalty: 974.977600
	Iteration 10Q: 3 clusters Score -2430902 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -2431178.750000 Penalty: 974.977600
	Iteration 11Q: 3 clusters Score -2431179 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -2431364.250000 Penalty: 974.977600
	Iteration 12Q: 3 clusters Score -2431364 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -2431512.000000 Penalty: 974.977600
	Iteration 13Q: 3 clusters Score -2431512 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -2431623.000000 Penalty: 974.977600
	Iteration 14Q: 3 clusters Score -2431623 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -2431693.750000 Penalty: 974.977600
	Iteration 15Q: 3 clusters Score -2431694 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -2431737.250000 Penalty: 974.977600
	Iteration 16Q: 3 clusters Score -2431737 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -2431776.750000 Penalty: 974.977600
	Iteration 17Q: 3 clusters Score -2431777 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -2431803.000000 Penalty: 974.977600
	Iteration 18Q: 3 clusters Score -2431803 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -2431811.500000 Penalty: 974.977600
	Iteration 19Q: 3 clusters Score -2431812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -2431830.000000 Penalty: 974.977600
	Iteration 20F: 3 clusters Score -2431830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -2431847.500000 Penalty: 974.977600
	Iteration 21Q: 3 clusters Score -2431848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -2431853.250000 Penalty: 974.977600
	Iteration 22Q: 3 clusters Score -2431853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -2431857.250000 Penalty: 974.977600
	Iteration 23Q: 3 clusters Score -2431857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -2431866.750000 Penalty: 974.977600
	Iteration 24Q: 3 clusters Score -2431867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -2431872.250000 Penalty: 974.977600
	Iteration 25Q: 3 clusters Score -2431872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -2431885.250000 Penalty: 974.977600
	Iteration 26Q: 3 clusters Score -2431885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -2431897.500000 Penalty: 974.977600
	Iteration 27Q: 3 clusters Score -2431898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -2431910.500000 Penalty: 974.977600
	Iteration 28Q: 3 clusters Score -2431910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -2431915.250000 Penalty: 974.977600
	Iteration 29Q: 3 clusters Score -2431915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -2431920.750000 Penalty: 974.977600
	Iteration 30Q: 3 clusters Score -2431921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -2431925.750000 Penalty: 974.977600
	Iteration 31Q: 3 clusters Score -2431926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -2431929.750000 Penalty: 974.977600
	Iteration 32Q: 3 clusters Score -2431930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -2431933.500000 Penalty: 974.977600
	Iteration 33Q: 3 clusters Score -2431934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -2431932.250000 Penalty: 974.977600
	Iteration 34Q: 3 clusters Score -2431932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -2431934.500000 Penalty: 974.977600
	Iteration 35Q: 3 clusters Score -2431934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -2431934.000000 Penalty: 974.977600
	Iteration 36Q: 3 clusters Score -2431934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -2431934.750000 Penalty: 974.977600
	Iteration 37Q: 3 clusters Score -2431935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -2431935.750000 Penalty: 974.977600
	Iteration 38Q: 3 clusters Score -2431936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -2431938.250000 Penalty: 974.977600
	Iteration 39Q: 3 clusters Score -2431938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -2431939.500000 Penalty: 974.977600
	Iteration 40F: 3 clusters Score -2431940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -2431939.000000 Penalty: 974.977600
	Iteration 41Q: 3 clusters Score -2431939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -2431938.500000 Penalty: 974.977600
	Iteration 42Q: 3 clusters Score -2431938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -2431940.250000 Penalty: 974.977600
	Iteration 43Q: 3 clusters Score -2431940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -2431940.250000 Penalty: 974.977600
	Iteration 44Q: 3 clusters Score -2431940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -2431942.500000 Penalty: 974.977600
	Iteration 45Q: 3 clusters Score -2431942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -2431941.750000 Penalty: 974.977600
	Iteration 46Q: 3 clusters Score -2431942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -2431941.750000 Penalty: 974.977600
	Iteration 47F: 3 clusters Score -2431942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Entering Unmasked Estep 
Score: -506495.250000 Penalty: 419.824036
	Iteration 0F: 2 clusters Score -506495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -499668.875000 Penalty: 839.648071
	Iteration 0F: 3 clusters Score -499668.9 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -502427.031250 Penalty: 839.648071
	Iteration 1F: 3 clusters Score -502427 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -502635.593750 Penalty: 839.648071
	Iteration 2F: 3 clusters Score -502635.6 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -502886.625000 Penalty: 839.648071
	Iteration 3F: 3 clusters Score -502886.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -503254.843750 Penalty: 839.648071
	Iteration 4F: 3 clusters Score -503254.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -503778.718750 Penalty: 839.648071
	Iteration 5F: 3 clusters Score -503778.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -504436.375000 Penalty: 839.648071
	Iteration 6F: 3 clusters Score -504436.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -505163.625000 Penalty: 839.648071
	Iteration 7F: 3 clusters Score -505163.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -505826.281250 Penalty: 839.648071
	Iteration 8Q: 3 clusters Score -505826.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -506070.125000 Penalty: 839.648071
	Iteration 9Q: 3 clusters Score -506070.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -506137.718750 Penalty: 839.648071
	Iteration 10Q: 3 clusters Score -506137.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -506178.812500 Penalty: 839.648071
	Iteration 11Q: 3 clusters Score -506178.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -506205.187500 Penalty: 839.648071
	Iteration 12Q: 3 clusters Score -506205.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -506232.437500 Penalty: 839.648071
	Iteration 13Q: 3 clusters Score -506232.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -506250.250000 Penalty: 839.648071
	Iteration 14Q: 3 clusters Score -506250.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -506260.875000 Penalty: 839.648071
	Iteration 15Q: 3 clusters Score -506260.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -506268.781250 Penalty: 839.648071
	Iteration 16Q: 3 clusters Score -506268.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -506273.562500 Penalty: 839.648071
	Iteration 17Q: 3 clusters Score -506273.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -506279.093750 Penalty: 839.648071
	Iteration 18Q: 3 clusters Score -506279.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -506283.562500 Penalty: 839.648071
	Iteration 19Q: 3 clusters Score -506283.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -506287.250000 Penalty: 839.648071
	Iteration 20F: 3 clusters Score -506287.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -506288.375000 Penalty: 839.648071
	Iteration 21Q: 3 clusters Score -506288.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -506291.625000 Penalty: 839.648071
	Iteration 22Q: 3 clusters Score -506291.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -506291.843750 Penalty: 839.648071
	Iteration 23Q: 3 clusters Score -506291.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -506292.062500 Penalty: 839.648071
	Iteration 24Q: 3 clusters Score -506292.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -506291.906250 Penalty: 839.648071
	Iteration 25Q: 3 clusters Score -506291.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -506293.437500 Penalty: 839.648071
	Iteration 26Q: 3 clusters Score -506293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -506293.343750 Penalty: 839.648071
	Iteration 27Q: 3 clusters Score -506293.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -506293.156250 Penalty: 839.648071
	Iteration 28Q: 3 clusters Score -506293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -506293.093750 Penalty: 839.648071
	Iteration 29Q: 3 clusters Score -506293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -506292.625000 Penalty: 839.648071
	Iteration 30Q: 3 clusters Score -506292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -506292.906250 Penalty: 839.648071
	Iteration 31Q: 3 clusters Score -506292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -506292.656250 Penalty: 839.648071
	Iteration 32Q: 3 clusters Score -506292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -506293.093750 Penalty: 839.648071
	Iteration 33Q: 3 clusters Score -506293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -506293.093750 Penalty: 839.648071
	Iteration 34Q: 3 clusters Score -506293.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -506294.125000 Penalty: 839.648071
	Iteration 35Q: 3 clusters Score -506294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -506294.781250 Penalty: 839.648071
	Iteration 36Q: 3 clusters Score -506294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -506295.937500 Penalty: 839.648071
	Iteration 37Q: 3 clusters Score -506295.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -506295.593750 Penalty: 839.648071
	Iteration 38Q: 3 clusters Score -506295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -506296.312500 Penalty: 839.648071
	Iteration 39Q: 3 clusters Score -506296.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -506297.281250 Penalty: 839.648071
	Iteration 40F: 3 clusters Score -506297.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -506299.343750 Penalty: 839.648071
	Iteration 41Q: 3 clusters Score -506299.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -506299.156250 Penalty: 839.648071
	Iteration 42Q: 3 clusters Score -506299.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -506300.562500 Penalty: 839.648071
	Iteration 43Q: 3 clusters Score -506300.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -506300.000000 Penalty: 839.648071
	Iteration 44Q: 3 clusters Score -506300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -506301.218750 Penalty: 839.648071
	Iteration 45Q: 3 clusters Score -506301.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -506301.312500 Penalty: 839.648071
	Iteration 46Q: 3 clusters Score -506301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -506301.218750 Penalty: 839.648071
	Iteration 47Q: 3 clusters Score -506301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -506301.187500 Penalty: 839.648071
	Iteration 48Q: 3 clusters Score -506301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -506301.750000 Penalty: 839.648071
	Iteration 49Q: 3 clusters Score -506301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -506301.468750 Penalty: 839.648071
	Iteration 50Q: 3 clusters Score -506301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -506301.906250 Penalty: 839.648071
	Iteration 51Q: 3 clusters Score -506301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -506301.875000 Penalty: 839.648071
	Iteration 52Q: 3 clusters Score -506301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -506302.156250 Penalty: 839.648071
	Iteration 53Q: 3 clusters Score -506302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -506302.125000 Penalty: 839.648071
	Iteration 54Q: 3 clusters Score -506302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -506301.968750 Penalty: 839.648071
	Iteration 55Q: 3 clusters Score -506302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -506302.968750 Penalty: 839.648071
	Iteration 56Q: 3 clusters Score -506303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -506303.000000 Penalty: 839.648071
	Iteration 57Q: 3 clusters Score -506303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -506302.750000 Penalty: 839.648071
	Iteration 58Q: 3 clusters Score -506302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -506302.500000 Penalty: 839.648071
	Iteration 59Q: 3 clusters Score -506302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -506302.093750 Penalty: 839.648071
	Iteration 60F: 3 clusters Score -506302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -506302.281250 Penalty: 839.648071
	Iteration 61Q: 3 clusters Score -506302.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -506302.343750 Penalty: 839.648071
	Iteration 62Q: 3 clusters Score -506302.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -506303.156250 Penalty: 839.648071
	Iteration 63Q: 3 clusters Score -506303.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -506304.156250 Penalty: 839.648071
	Iteration 64Q: 3 clusters Score -506304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -506304.656250 Penalty: 839.648071
	Iteration 65Q: 3 clusters Score -506304.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -506305.781250 Penalty: 839.648071
	Iteration 66Q: 3 clusters Score -506305.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -506306.125000 Penalty: 839.648071
	Iteration 67Q: 3 clusters Score -506306.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -506308.250000 Penalty: 839.648071
	Iteration 68Q: 3 clusters Score -506308.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -506310.750000 Penalty: 839.648071
	Iteration 69Q: 3 clusters Score -506310.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -506311.500000 Penalty: 839.648071
	Iteration 70Q: 3 clusters Score -506311.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -506312.468750 Penalty: 839.648071
	Iteration 71Q: 3 clusters Score -506312.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -506312.562500 Penalty: 839.648071
	Iteration 72Q: 3 clusters Score -506312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -506313.156250 Penalty: 839.648071
	Iteration 73Q: 3 clusters Score -506313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -506313.812500 Penalty: 839.648071
	Iteration 74Q: 3 clusters Score -506313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -506313.562500 Penalty: 839.648071
	Iteration 75Q: 3 clusters Score -506313.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -506314.062500 Penalty: 839.648071
	Iteration 76Q: 3 clusters Score -506314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -506313.125000 Penalty: 839.648071
	Iteration 77Q: 3 clusters Score -506313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -506313.125000 Penalty: 839.648071
	Iteration 78F: 3 clusters Score -506313.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -91209.421875 Penalty: 338.686707
	Iteration 0F: 2 clusters Score -91209.42 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 887 members 
Entering Unmasked Estep 
Score: -89980.609375 Penalty: 677.373413
	Iteration 0F: 3 clusters Score -89980.61 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -90394.335938 Penalty: 677.373413
	Iteration 1F: 3 clusters Score -90394.34 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -90459.406250 Penalty: 677.373413
	Iteration 2F: 3 clusters Score -90459.41 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -90509.781250 Penalty: 677.373413
	Iteration 3Q: 3 clusters Score -90509.78 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -90549.882812 Penalty: 677.373413
	Iteration 4Q: 3 clusters Score -90549.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -90593.718750 Penalty: 677.373413
	Iteration 5Q: 3 clusters Score -90593.72 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -90641.187500 Penalty: 677.373413
	Iteration 6Q: 3 clusters Score -90641.19 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -90694.453125 Penalty: 677.373413
	Iteration 7Q: 3 clusters Score -90694.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -90741.625000 Penalty: 677.373413
	Iteration 8Q: 3 clusters Score -90741.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -90775.906250 Penalty: 677.373413
	Iteration 9Q: 3 clusters Score -90775.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -90807.546875 Penalty: 677.373413
	Iteration 10Q: 3 clusters Score -90807.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -90830.953125 Penalty: 677.373413
	Iteration 11Q: 3 clusters Score -90830.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -90840.242188 Penalty: 677.373413
	Iteration 12Q: 3 clusters Score -90840.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -90845.500000 Penalty: 677.373413
	Iteration 13Q: 3 clusters Score -90845.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -90852.320312 Penalty: 677.373413
	Iteration 14Q: 3 clusters Score -90852.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -90857.750000 Penalty: 677.373413
	Iteration 15Q: 3 clusters Score -90857.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -90860.890625 Penalty: 677.373413
	Iteration 16Q: 3 clusters Score -90860.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -90863.117188 Penalty: 677.373413
	Iteration 17Q: 3 clusters Score -90863.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -90864.234375 Penalty: 677.373413
	Iteration 18Q: 3 clusters Score -90864.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -90865.546875 Penalty: 677.373413
	Iteration 19Q: 3 clusters Score -90865.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -90867.562500 Penalty: 677.373413
	Iteration 20F: 3 clusters Score -90867.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -90868.710938 Penalty: 677.373413
	Iteration 21Q: 3 clusters Score -90868.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -90871.335938 Penalty: 677.373413
	Iteration 22Q: 3 clusters Score -90871.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -90875.328125 Penalty: 677.373413
	Iteration 23Q: 3 clusters Score -90875.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -90876.476562 Penalty: 677.373413
	Iteration 24Q: 3 clusters Score -90876.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -90877.687500 Penalty: 677.373413
	Iteration 25Q: 3 clusters Score -90877.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -90879.046875 Penalty: 677.373413
	Iteration 26Q: 3 clusters Score -90879.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -90879.609375 Penalty: 677.373413
	Iteration 27Q: 3 clusters Score -90879.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -90880.093750 Penalty: 677.373413
	Iteration 28Q: 3 clusters Score -90880.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -90880.140625 Penalty: 677.373413
	Iteration 29Q: 3 clusters Score -90880.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -90880.937500 Penalty: 677.373413
	Iteration 30Q: 3 clusters Score -90880.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -90880.937500 Penalty: 677.373413
	Iteration 31F: 3 clusters Score -90880.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Entering Unmasked Estep 
Score: -1761807.250000 Penalty: 472.315491
	Iteration 0F: 2 clusters Score -1761807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1740350.375000 Penalty: 944.630981
	Iteration 0F: 3 clusters Score -1740350 nChanged 15368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1749672.250000 Penalty: 944.630981
	Iteration 1F: 3 clusters Score -1749672 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1750439.000000 Penalty: 944.630981
	Iteration 2Q: 3 clusters Score -1750439 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1751519.625000 Penalty: 944.630981
	Iteration 3F: 3 clusters Score -1751520 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -1753065.125000 Penalty: 944.630981
	Iteration 4F: 3 clusters Score -1753065 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1754692.250000 Penalty: 944.630981
	Iteration 5F: 3 clusters Score -1754692 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -1755687.125000 Penalty: 944.630981
	Iteration 6F: 3 clusters Score -1755687 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -1756104.625000 Penalty: 944.630981
	Iteration 7Q: 3 clusters Score -1756105 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -1756288.500000 Penalty: 944.630981
	Iteration 8Q: 3 clusters Score -1756288 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -1756447.750000 Penalty: 944.630981
	Iteration 9Q: 3 clusters Score -1756448 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -1756607.500000 Penalty: 944.630981
	Iteration 10Q: 3 clusters Score -1756608 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -1756790.375000 Penalty: 944.630981
	Iteration 11Q: 3 clusters Score -1756790 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -1757001.500000 Penalty: 944.630981
	Iteration 12Q: 3 clusters Score -1757002 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -1757202.000000 Penalty: 944.630981
	Iteration 13Q: 3 clusters Score -1757202 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -1757408.750000 Penalty: 944.630981
	Iteration 14Q: 3 clusters Score -1757409 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -1757632.375000 Penalty: 944.630981
	Iteration 15Q: 3 clusters Score -1757632 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -1757858.125000 Penalty: 944.630981
	Iteration 16Q: 3 clusters Score -1757858 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -1758112.875000 Penalty: 944.630981
	Iteration 17Q: 3 clusters Score -1758113 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -1758416.625000 Penalty: 944.630981
	Iteration 18Q: 3 clusters Score -1758417 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -1758750.750000 Penalty: 944.630981
	Iteration 19Q: 3 clusters Score -1758751 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -1759124.375000 Penalty: 944.630981
	Iteration 20F: 3 clusters Score -1759124 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -1759498.375000 Penalty: 944.630981
	Iteration 21Q: 3 clusters Score -1759498 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -1759825.875000 Penalty: 944.630981
	Iteration 22Q: 3 clusters Score -1759826 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -1760117.000000 Penalty: 944.630981
	Iteration 23Q: 3 clusters Score -1760117 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -1760400.125000 Penalty: 944.630981
	Iteration 24Q: 3 clusters Score -1760400 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -1760652.875000 Penalty: 944.630981
	Iteration 25Q: 3 clusters Score -1760653 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -1760847.125000 Penalty: 944.630981
	Iteration 26Q: 3 clusters Score -1760847 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -1761003.875000 Penalty: 944.630981
	Iteration 27Q: 3 clusters Score -1761004 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -1761142.375000 Penalty: 944.630981
	Iteration 28Q: 3 clusters Score -1761142 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -1761241.500000 Penalty: 944.630981
	Iteration 29Q: 3 clusters Score -1761242 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -1761309.750000 Penalty: 944.630981
	Iteration 30Q: 3 clusters Score -1761310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -1761344.000000 Penalty: 944.630981
	Iteration 31Q: 3 clusters Score -1761344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -1761368.875000 Penalty: 944.630981
	Iteration 32Q: 3 clusters Score -1761369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -1761377.875000 Penalty: 944.630981
	Iteration 33Q: 3 clusters Score -1761378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -1761376.250000 Penalty: 944.630981
	Iteration 34Q: 3 clusters Score -1761376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -1761377.875000 Penalty: 944.630981
	Iteration 35Q: 3 clusters Score -1761378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -1761375.000000 Penalty: 944.630981
	Iteration 36Q: 3 clusters Score -1761375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -1761375.000000 Penalty: 944.630981
	Iteration 37F: 3 clusters Score -1761375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Entering Unmasked Estep 
Score: -253827.671875 Penalty: 386.594482
	Iteration 0F: 2 clusters Score -253827.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -250504.312500 Penalty: 773.188965
	Iteration 0F: 3 clusters Score -250504.3 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -251743.421875 Penalty: 773.188965
	Iteration 1F: 3 clusters Score -251743.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -251928.968750 Penalty: 773.188965
	Iteration 2F: 3 clusters Score -251929 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -252134.109375 Penalty: 773.188965
	Iteration 3F: 3 clusters Score -252134.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -252392.953125 Penalty: 773.188965
	Iteration 4F: 3 clusters Score -252393 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -252705.312500 Penalty: 773.188965
	Iteration 5F: 3 clusters Score -252705.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -252959.656250 Penalty: 773.188965
	Iteration 6F: 3 clusters Score -252959.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -253115.484375 Penalty: 773.188965
	Iteration 7Q: 3 clusters Score -253115.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -253193.750000 Penalty: 773.188965
	Iteration 8Q: 3 clusters Score -253193.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -253228.609375 Penalty: 773.188965
	Iteration 9Q: 3 clusters Score -253228.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -253257.937500 Penalty: 773.188965
	Iteration 10Q: 3 clusters Score -253257.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -253284.453125 Penalty: 773.188965
	Iteration 11Q: 3 clusters Score -253284.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -253304.421875 Penalty: 773.188965
	Iteration 12Q: 3 clusters Score -253304.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -253328.953125 Penalty: 773.188965
	Iteration 13Q: 3 clusters Score -253329 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -253346.156250 Penalty: 773.188965
	Iteration 14Q: 3 clusters Score -253346.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -253359.812500 Penalty: 773.188965
	Iteration 15Q: 3 clusters Score -253359.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -253371.390625 Penalty: 773.188965
	Iteration 16Q: 3 clusters Score -253371.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -253383.140625 Penalty: 773.188965
	Iteration 17Q: 3 clusters Score -253383.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -253394.140625 Penalty: 773.188965
	Iteration 18Q: 3 clusters Score -253394.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -253402.281250 Penalty: 773.188965
	Iteration 19Q: 3 clusters Score -253402.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -253408.796875 Penalty: 773.188965
	Iteration 20F: 3 clusters Score -253408.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -253415.890625 Penalty: 773.188965
	Iteration 21Q: 3 clusters Score -253415.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -253421.421875 Penalty: 773.188965
	Iteration 22Q: 3 clusters Score -253421.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -253428.968750 Penalty: 773.188965
	Iteration 23Q: 3 clusters Score -253429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -253434.093750 Penalty: 773.188965
	Iteration 24Q: 3 clusters Score -253434.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -253438.062500 Penalty: 773.188965
	Iteration 25Q: 3 clusters Score -253438.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -253441.156250 Penalty: 773.188965
	Iteration 26Q: 3 clusters Score -253441.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -253443.125000 Penalty: 773.188965
	Iteration 27Q: 3 clusters Score -253443.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -253444.265625 Penalty: 773.188965
	Iteration 28Q: 3 clusters Score -253444.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -253446.000000 Penalty: 773.188965
	Iteration 29Q: 3 clusters Score -253446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -253447.218750 Penalty: 773.188965
	Iteration 30Q: 3 clusters Score -253447.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -253450.125000 Penalty: 773.188965
	Iteration 31Q: 3 clusters Score -253450.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -253452.078125 Penalty: 773.188965
	Iteration 32Q: 3 clusters Score -253452.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -253453.828125 Penalty: 773.188965
	Iteration 33Q: 3 clusters Score -253453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -253454.562500 Penalty: 773.188965
	Iteration 34Q: 3 clusters Score -253454.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -253455.343750 Penalty: 773.188965
	Iteration 35Q: 3 clusters Score -253455.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -253455.296875 Penalty: 773.188965
	Iteration 36Q: 3 clusters Score -253455.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -253455.031250 Penalty: 773.188965
	Iteration 37Q: 3 clusters Score -253455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -253455.250000 Penalty: 773.188965
	Iteration 38Q: 3 clusters Score -253455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -253455.250000 Penalty: 773.188965
	Iteration 39F: 3 clusters Score -253455.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (164978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164978 members 
Entering Unmasked Estep 
Score: -8573199.000000 Penalty: 546.617310
	Iteration 0F: 2 clusters Score -8573199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -8463928.000000 Penalty: 1093.234619
	Iteration 0F: 3 clusters Score -8463928 nChanged 80915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 103974 members 
Entering Unmasked Estep 
Score: -8520007.000000 Penalty: 1093.234619
	Iteration 1F: 3 clusters Score -8520007 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 115548 members 
Entering Unmasked Estep 
Score: -8529225.000000 Penalty: 1093.234619
	Iteration 2F: 3 clusters Score -8529225 nChanged 13765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 128561 members 
Entering Unmasked Estep 
Score: -8541319.000000 Penalty: 1093.234619
	Iteration 3F: 3 clusters Score -8541319 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 139285 members 
Entering Unmasked Estep 
Score: -8552086.000000 Penalty: 1093.234619
	Iteration 4F: 3 clusters Score -8552086 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 145947 members 
Entering Unmasked Estep 
Score: -8559208.000000 Penalty: 1093.234619
	Iteration 5Q: 3 clusters Score -8559208 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 149550 members 
Entering Unmasked Estep 
Score: -8563640.000000 Penalty: 1093.234619
	Iteration 6Q: 3 clusters Score -8563640 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 151836 members 
Entering Unmasked Estep 
Score: -8566472.000000 Penalty: 1093.234619
	Iteration 7Q: 3 clusters Score -8566472 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 153700 members 
Entering Unmasked Estep 
Score: -8568293.000000 Penalty: 1093.234619
	Iteration 8Q: 3 clusters Score -8568293 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 155346 members 
Entering Unmasked Estep 
Score: -8569669.000000 Penalty: 1093.234619
	Iteration 9Q: 3 clusters Score -8569669 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 156749 members 
Entering Unmasked Estep 
Score: -8570788.000000 Penalty: 1093.234619
	Iteration 10Q: 3 clusters Score -8570788 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 157877 members 
Entering Unmasked Estep 
Score: -8571554.000000 Penalty: 1093.234619
	Iteration 11Q: 3 clusters Score -8571554 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 158821 members 
Entering Unmasked Estep 
Score: -8572099.000000 Penalty: 1093.234619
	Iteration 12Q: 3 clusters Score -8572099 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 159512 members 
Entering Unmasked Estep 
Score: -8572428.000000 Penalty: 1093.234619
	Iteration 13Q: 3 clusters Score -8572428 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 160105 members 
Entering Unmasked Estep 
Score: -8572649.000000 Penalty: 1093.234619
	Iteration 14Q: 3 clusters Score -8572649 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 160598 members 
Entering Unmasked Estep 
Score: -8572727.000000 Penalty: 1093.234619
	Iteration 15Q: 3 clusters Score -8572727 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 161065 members 
Entering Unmasked Estep 
Score: -8572766.000000 Penalty: 1093.234619
	Iteration 16Q: 3 clusters Score -8572766 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 161479 members 
Entering Unmasked Estep 
Score: -8572847.000000 Penalty: 1093.234619
	Iteration 17Q: 3 clusters Score -8572847 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -8572904.000000 Penalty: 1093.234619
	Iteration 18Q: 3 clusters Score -8572904 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 162212 members 
Entering Unmasked Estep 
Score: -8572937.000000 Penalty: 1093.234619
	Iteration 19Q: 3 clusters Score -8572937 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 162523 members 
Entering Unmasked Estep 
Score: -8572947.000000 Penalty: 1093.234619
	Iteration 20F: 3 clusters Score -8572947 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 162820 members 
Entering Unmasked Estep 
Score: -8572996.000000 Penalty: 1093.234619
	Iteration 21Q: 3 clusters Score -8572996 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 163100 members 
Entering Unmasked Estep 
Score: -8572996.000000 Penalty: 1093.234619
	Iteration 22Q: 3 clusters Score -8572996 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -8573024.000000 Penalty: 1093.234619
	Iteration 23Q: 3 clusters Score -8573024 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 163536 members 
Entering Unmasked Estep 
Score: -8573016.000000 Penalty: 1093.234619
	Iteration 24Q: 3 clusters Score -8573016 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 163700 members 
Entering Unmasked Estep 
Score: -8573012.000000 Penalty: 1093.234619
	Iteration 25Q: 3 clusters Score -8573012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 163810 members 
Entering Unmasked Estep 
Score: -8573010.000000 Penalty: 1093.234619
	Iteration 26Q: 3 clusters Score -8573010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 163901 members 
Entering Unmasked Estep 
Score: -8572993.000000 Penalty: 1093.234619
	Iteration 27Q: 3 clusters Score -8572993 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 163975 members 
Entering Unmasked Estep 
Score: -8572991.000000 Penalty: 1093.234619
	Iteration 28Q: 3 clusters Score -8572991 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 164036 members 
Entering Unmasked Estep 
Score: -8572956.000000 Penalty: 1093.234619
	Iteration 29Q: 3 clusters Score -8572956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 164103 members 
Entering Unmasked Estep 
Score: -8572940.000000 Penalty: 1093.234619
	Iteration 30Q: 3 clusters Score -8572940 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 164172 members 
Entering Unmasked Estep 
Score: -8572942.000000 Penalty: 1093.234619
	Iteration 31Q: 3 clusters Score -8572942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 164231 members 
Entering Unmasked Estep 
Score: -8572933.000000 Penalty: 1093.234619
	Iteration 32Q: 3 clusters Score -8572933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 164271 members 
Entering Unmasked Estep 
Score: -8572939.000000 Penalty: 1093.234619
	Iteration 33Q: 3 clusters Score -8572939 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 164314 members 
Entering Unmasked Estep 
Score: -8572953.000000 Penalty: 1093.234619
	Iteration 34Q: 3 clusters Score -8572953 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 164351 members 
Entering Unmasked Estep 
Score: -8572938.000000 Penalty: 1093.234619
	Iteration 35Q: 3 clusters Score -8572938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 164384 members 
Entering Unmasked Estep 
Score: -8572931.000000 Penalty: 1093.234619
	Iteration 36Q: 3 clusters Score -8572931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 164405 members 
Entering Unmasked Estep 
Score: -8572924.000000 Penalty: 1093.234619
	Iteration 37Q: 3 clusters Score -8572924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 164426 members 
Entering Unmasked Estep 
Score: -8572928.000000 Penalty: 1093.234619
	Iteration 38Q: 3 clusters Score -8572928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 164450 members 
Entering Unmasked Estep 
Score: -8572932.000000 Penalty: 1093.234619
	Iteration 39Q: 3 clusters Score -8572932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 164476 members 
Entering Unmasked Estep 
Score: -8572916.000000 Penalty: 1093.234619
	Iteration 40F: 3 clusters Score -8572916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -8572918.000000 Penalty: 1093.234619
	Iteration 41Q: 3 clusters Score -8572918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 164508 members 
Entering Unmasked Estep 
Score: -8572922.000000 Penalty: 1093.234619
	Iteration 42Q: 3 clusters Score -8572922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 164528 members 
Entering Unmasked Estep 
Score: -8572929.000000 Penalty: 1093.234619
	Iteration 43Q: 3 clusters Score -8572929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 164540 members 
Entering Unmasked Estep 
Score: -8572925.000000 Penalty: 1093.234619
	Iteration 44Q: 3 clusters Score -8572925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 164554 members 
Entering Unmasked Estep 
Score: -8572922.000000 Penalty: 1093.234619
	Iteration 45Q: 3 clusters Score -8572922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 164561 members 
Entering Unmasked Estep 
Score: -8572918.000000 Penalty: 1093.234619
	Iteration 46Q: 3 clusters Score -8572918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 164568 members 
Entering Unmasked Estep 
Score: -8572911.000000 Penalty: 1093.234619
	Iteration 47Q: 3 clusters Score -8572911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 164576 members 
Entering Unmasked Estep 
Score: -8572912.000000 Penalty: 1093.234619
	Iteration 48Q: 3 clusters Score -8572912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 164581 members 
Entering Unmasked Estep 
Score: -8572907.000000 Penalty: 1093.234619
	Iteration 49Q: 3 clusters Score -8572907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 164587 members 
Entering Unmasked Estep 
Score: -8572909.000000 Penalty: 1093.234619
	Iteration 50Q: 3 clusters Score -8572909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 164590 members 
Entering Unmasked Estep 
Score: -8572917.000000 Penalty: 1093.234619
	Iteration 51Q: 3 clusters Score -8572917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 164594 members 
Entering Unmasked Estep 
Score: -8572922.000000 Penalty: 1093.234619
	Iteration 52Q: 3 clusters Score -8572922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 164599 members 
Entering Unmasked Estep 
Score: -8572917.000000 Penalty: 1093.234619
	Iteration 53Q: 3 clusters Score -8572917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 164605 members 
Entering Unmasked Estep 
Score: -8572911.000000 Penalty: 1093.234619
	Iteration 54Q: 3 clusters Score -8572911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 164610 members 
Entering Unmasked Estep 
Score: -8572910.000000 Penalty: 1093.234619
	Iteration 55Q: 3 clusters Score -8572910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 164616 members 
Entering Unmasked Estep 
Score: -8572913.000000 Penalty: 1093.234619
	Iteration 56Q: 3 clusters Score -8572913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 164620 members 
Entering Unmasked Estep 
Score: -8572912.000000 Penalty: 1093.234619
	Iteration 57Q: 3 clusters Score -8572912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 164622 members 
Entering Unmasked Estep 
Score: -8572911.000000 Penalty: 1093.234619
	Iteration 58Q: 3 clusters Score -8572911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 164622 members 
Entering Unmasked Estep 
Score: -8572909.000000 Penalty: 1093.234619
	Iteration 59Q: 3 clusters Score -8572909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 164623 members 
Entering Unmasked Estep 
Score: -8572907.000000 Penalty: 1093.234619
	Iteration 60F: 3 clusters Score -8572907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 164623 members 
Entering Unmasked Estep 
Score: -8572904.000000 Penalty: 1093.234619
	Iteration 61Q: 3 clusters Score -8572904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 164623 members 
Entering Unmasked Estep 
Score: -8572904.000000 Penalty: 1093.234619
	Iteration 62F: 3 clusters Score -8572904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -19683.324219 Penalty: 272.383575
	Iteration 0F: 2 clusters Score -19683.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19260.185547 Penalty: 544.767151
	Iteration 0F: 3 clusters Score -19260.19 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19373.566406 Penalty: 544.767151
	Iteration 1F: 3 clusters Score -19373.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19398.298828 Penalty: 544.767151
	Iteration 2F: 3 clusters Score -19398.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19415.207031 Penalty: 544.767151
	Iteration 3Q: 3 clusters Score -19415.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19426.503906 Penalty: 544.767151
	Iteration 4Q: 3 clusters Score -19426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19436.576172 Penalty: 544.767151
	Iteration 5Q: 3 clusters Score -19436.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19439.255859 Penalty: 544.767151
	Iteration 6Q: 3 clusters Score -19439.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19441.255859 Penalty: 544.767151
	Iteration 7Q: 3 clusters Score -19441.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -19442.033203 Penalty: 544.767151
	Iteration 8Q: 3 clusters Score -19442.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19442.933594 Penalty: 544.767151
	Iteration 9Q: 3 clusters Score -19442.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19442.933594 Penalty: 544.767151
	Iteration 10F: 3 clusters Score -19442.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -127736.046875 Penalty: 354.344757
	Iteration 0F: 2 clusters Score -127736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -126033.992188 Penalty: 708.689514
	Iteration 0F: 3 clusters Score -126034 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -126627.492188 Penalty: 708.689514
	Iteration 1F: 3 clusters Score -126627.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -126756.929688 Penalty: 708.689514
	Iteration 2F: 3 clusters Score -126756.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -126910.359375 Penalty: 708.689514
	Iteration 3F: 3 clusters Score -126910.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -127101.468750 Penalty: 708.689514
	Iteration 4F: 3 clusters Score -127101.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -127277.062500 Penalty: 708.689514
	Iteration 5F: 3 clusters Score -127277.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -127409.421875 Penalty: 708.689514
	Iteration 6F: 3 clusters Score -127409.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -127517.734375 Penalty: 708.689514
	Iteration 7Q: 3 clusters Score -127517.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -127583.445312 Penalty: 708.689514
	Iteration 8Q: 3 clusters Score -127583.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -127616.429688 Penalty: 708.689514
	Iteration 9Q: 3 clusters Score -127616.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -127634.429688 Penalty: 708.689514
	Iteration 10Q: 3 clusters Score -127634.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -127647.304688 Penalty: 708.689514
	Iteration 11Q: 3 clusters Score -127647.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -127651.671875 Penalty: 708.689514
	Iteration 12Q: 3 clusters Score -127651.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -127654.273438 Penalty: 708.689514
	Iteration 13Q: 3 clusters Score -127654.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -127655.289062 Penalty: 708.689514
	Iteration 14Q: 3 clusters Score -127655.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -127655.414062 Penalty: 708.689514
	Iteration 15Q: 3 clusters Score -127655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -127655.414062 Penalty: 708.689514
	Iteration 16F: 3 clusters Score -127655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Entering Unmasked Estep 
Score: -490090.875000 Penalty: 414.271545
	Iteration 0F: 2 clusters Score -490090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -484027.000000 Penalty: 828.543091
	Iteration 0F: 3 clusters Score -484027 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -486419.093750 Penalty: 828.543091
	Iteration 1F: 3 clusters Score -486419.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -486668.656250 Penalty: 828.543091
	Iteration 2F: 3 clusters Score -486668.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -487041.062500 Penalty: 828.543091
	Iteration 3F: 3 clusters Score -487041.1 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -487549.937500 Penalty: 828.543091
	Iteration 4F: 3 clusters Score -487549.9 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -488112.937500 Penalty: 828.543091
	Iteration 5F: 3 clusters Score -488112.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -488604.843750 Penalty: 828.543091
	Iteration 6F: 3 clusters Score -488604.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -488878.687500 Penalty: 828.543091
	Iteration 7Q: 3 clusters Score -488878.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -488996.218750 Penalty: 828.543091
	Iteration 8Q: 3 clusters Score -488996.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -489068.937500 Penalty: 828.543091
	Iteration 9Q: 3 clusters Score -489068.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -489137.218750 Penalty: 828.543091
	Iteration 10Q: 3 clusters Score -489137.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -489208.406250 Penalty: 828.543091
	Iteration 11Q: 3 clusters Score -489208.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -489284.812500 Penalty: 828.543091
	Iteration 12Q: 3 clusters Score -489284.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -489339.156250 Penalty: 828.543091
	Iteration 13Q: 3 clusters Score -489339.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -489391.781250 Penalty: 828.543091
	Iteration 14Q: 3 clusters Score -489391.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -489444.031250 Penalty: 828.543091
	Iteration 15Q: 3 clusters Score -489444 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -489485.281250 Penalty: 828.543091
	Iteration 16Q: 3 clusters Score -489485.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -489521.218750 Penalty: 828.543091
	Iteration 17Q: 3 clusters Score -489521.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -489540.250000 Penalty: 828.543091
	Iteration 18Q: 3 clusters Score -489540.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -489549.125000 Penalty: 828.543091
	Iteration 19Q: 3 clusters Score -489549.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -489555.093750 Penalty: 828.543091
	Iteration 20F: 3 clusters Score -489555.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -489558.468750 Penalty: 828.543091
	Iteration 21Q: 3 clusters Score -489558.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -489559.718750 Penalty: 828.543091
	Iteration 22Q: 3 clusters Score -489559.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -489559.250000 Penalty: 828.543091
	Iteration 23Q: 3 clusters Score -489559.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -489559.593750 Penalty: 828.543091
	Iteration 24Q: 3 clusters Score -489559.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -489560.500000 Penalty: 828.543091
	Iteration 25Q: 3 clusters Score -489560.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -489560.281250 Penalty: 828.543091
	Iteration 26Q: 3 clusters Score -489560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -489560.062500 Penalty: 828.543091
	Iteration 27Q: 3 clusters Score -489560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -489560.875000 Penalty: 828.543091
	Iteration 28Q: 3 clusters Score -489560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -489561.343750 Penalty: 828.543091
	Iteration 29Q: 3 clusters Score -489561.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -489560.906250 Penalty: 828.543091
	Iteration 30Q: 3 clusters Score -489560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -489562.531250 Penalty: 828.543091
	Iteration 31Q: 3 clusters Score -489562.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -489562.906250 Penalty: 828.543091
	Iteration 32Q: 3 clusters Score -489562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -489563.156250 Penalty: 828.543091
	Iteration 33Q: 3 clusters Score -489563.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -489564.375000 Penalty: 828.543091
	Iteration 34Q: 3 clusters Score -489564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -489564.625000 Penalty: 828.543091
	Iteration 35Q: 3 clusters Score -489564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -489564.687500 Penalty: 828.543091
	Iteration 36Q: 3 clusters Score -489564.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -489564.312500 Penalty: 828.543091
	Iteration 37Q: 3 clusters Score -489564.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -489564.218750 Penalty: 828.543091
	Iteration 38Q: 3 clusters Score -489564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -489565.625000 Penalty: 828.543091
	Iteration 39Q: 3 clusters Score -489565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -489564.812500 Penalty: 828.543091
	Iteration 40F: 3 clusters Score -489564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -489565.093750 Penalty: 828.543091
	Iteration 41Q: 3 clusters Score -489565.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -489566.500000 Penalty: 828.543091
	Iteration 42Q: 3 clusters Score -489566.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -489567.156250 Penalty: 828.543091
	Iteration 43Q: 3 clusters Score -489567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -489566.531250 Penalty: 828.543091
	Iteration 44Q: 3 clusters Score -489566.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -489566.968750 Penalty: 828.543091
	Iteration 45Q: 3 clusters Score -489567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -489566.843750 Penalty: 828.543091
	Iteration 46Q: 3 clusters Score -489566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -489566.718750 Penalty: 828.543091
	Iteration 47Q: 3 clusters Score -489566.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -489568.062500 Penalty: 828.543091
	Iteration 48Q: 3 clusters Score -489568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -489567.281250 Penalty: 828.543091
	Iteration 49Q: 3 clusters Score -489567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -489566.812500 Penalty: 828.543091
	Iteration 50Q: 3 clusters Score -489566.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -489566.812500 Penalty: 828.543091
	Iteration 51F: 3 clusters Score -489566.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Entering Unmasked Estep 
Score: -635698.625000 Penalty: 426.101227
	Iteration 0F: 2 clusters Score -635698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -627972.125000 Penalty: 852.202454
	Iteration 0F: 3 clusters Score -627972.1 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -631079.125000 Penalty: 852.202454
	Iteration 1F: 3 clusters Score -631079.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -631356.312500 Penalty: 852.202454
	Iteration 2F: 3 clusters Score -631356.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -631755.812500 Penalty: 852.202454
	Iteration 3F: 3 clusters Score -631755.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -632391.937500 Penalty: 852.202454
	Iteration 4F: 3 clusters Score -632391.9 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -633271.312500 Penalty: 852.202454
	Iteration 5F: 3 clusters Score -633271.3 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -634193.187500 Penalty: 852.202454
	Iteration 6F: 3 clusters Score -634193.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -634845.687500 Penalty: 852.202454
	Iteration 7F: 3 clusters Score -634845.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -635136.437500 Penalty: 852.202454
	Iteration 8Q: 3 clusters Score -635136.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -635248.500000 Penalty: 852.202454
	Iteration 9Q: 3 clusters Score -635248.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -635279.375000 Penalty: 852.202454
	Iteration 10Q: 3 clusters Score -635279.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -635299.250000 Penalty: 852.202454
	Iteration 11Q: 3 clusters Score -635299.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -635314.625000 Penalty: 852.202454
	Iteration 12Q: 3 clusters Score -635314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -635326.000000 Penalty: 852.202454
	Iteration 13Q: 3 clusters Score -635326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -635338.937500 Penalty: 852.202454
	Iteration 14Q: 3 clusters Score -635338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -635341.500000 Penalty: 852.202454
	Iteration 15Q: 3 clusters Score -635341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -635342.500000 Penalty: 852.202454
	Iteration 16Q: 3 clusters Score -635342.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -635342.500000 Penalty: 852.202454
	Iteration 17F: 3 clusters Score -635342.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (75253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75253 members 
Entering Unmasked Estep 
Score: -3990331.250000 Penalty: 510.901794
	Iteration 0F: 2 clusters Score -3990331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -3939613.500000 Penalty: 1021.803589
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Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 39551 members 
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Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 40274 members 
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Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 41074 members 
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3986307 nChanged 813
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Mstep: Class 2 contains 36721 members 
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	Iteration 60F: 3 clusters Score -3987378 nChanged 41
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	Iteration 62Q: 3 clusters Score -3987382 nChanged 28
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	Iteration 63Q: 3 clusters Score -3987385 nChanged 38
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	Iteration 66Q: 3 clusters Score -3987393 nChanged 29
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	Iteration 69Q: 3 clusters Score -3987398 nChanged 31
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	Iteration 72Q: 3 clusters Score -3987403 nChanged 18
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	Iteration 74Q: 3 clusters Score -3987395 nChanged 28
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	Iteration 76Q: 3 clusters Score -3987406 nChanged 32
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	Iteration 77Q: 3 clusters Score -3987400 nChanged 30
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	Iteration 79Q: 3 clusters Score -3987390 nChanged 26
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	Iteration 80F: 3 clusters Score -3987390 nChanged 31
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	Iteration 81Q: 3 clusters Score -3987392 nChanged 26
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	Iteration 83Q: 3 clusters Score -3987395 nChanged 18
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	Iteration 85Q: 3 clusters Score -3987406 nChanged 24
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	Iteration 87Q: 3 clusters Score -3987419 nChanged 25
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	Iteration 89Q: 3 clusters Score -3987420 nChanged 31
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	Iteration 90Q: 3 clusters Score -3987421 nChanged 34
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	Iteration 91Q: 3 clusters Score -3987420 nChanged 25
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	Iteration 92Q: 3 clusters Score -3987420 nChanged 38
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3987434 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 32064 members 
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	Iteration 94Q: 3 clusters Score -3987435 nChanged 32
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Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 32032 members 
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	Iteration 95Q: 3 clusters Score -3987435 nChanged 29
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Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 32003 members 
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	Iteration 96Q: 3 clusters Score -3987437 nChanged 33
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Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 31970 members 
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	Iteration 97Q: 3 clusters Score -3987427 nChanged 30
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Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 31940 members 
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	Iteration 98Q: 3 clusters Score -3987438 nChanged 36
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Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 31904 members 
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	Iteration 99Q: 3 clusters Score -3987442 nChanged 32
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Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3987450 nChanged 33
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Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3987447 nChanged 20
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Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3987447 nChanged 22
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Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3987450 nChanged 23
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Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 31776 members 
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	Iteration 104Q: 3 clusters Score -3987447 nChanged 11
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Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 31765 members 
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	Iteration 105Q: 3 clusters Score -3987448 nChanged 9
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Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3987452 nChanged 14
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Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3987454 nChanged 11
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Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3987453 nChanged 6
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Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 31725 members 
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	Iteration 109Q: 3 clusters Score -3987453 nChanged 10
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Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 31715 members 
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	Iteration 110Q: 3 clusters Score -3987452 nChanged 9
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Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 31706 members 
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	Iteration 111Q: 3 clusters Score -3987452 nChanged 10
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Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 31696 members 
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	Iteration 112Q: 3 clusters Score -3987457 nChanged 10
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Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3987458 nChanged 7
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Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 31681 members 
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	Iteration 114Q: 3 clusters Score -3987454 nChanged 3
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Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 31678 members 
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	Iteration 115Q: 3 clusters Score -3987454 nChanged 4
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Mstep: Class 1 contains 43579 members 
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	Iteration 116Q: 3 clusters Score -3987458 nChanged 7
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	Iteration 117Q: 3 clusters Score -3987457 nChanged 2
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	Iteration 118Q: 3 clusters Score -3987456 nChanged 3
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	Iteration 119Q: 3 clusters Score -3987455 nChanged 2
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	Iteration 120F: 3 clusters Score -3987452 nChanged 4
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	Iteration 121Q: 3 clusters Score -3987452 nChanged 4
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	Iteration 122Q: 3 clusters Score -3987454 nChanged 2
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	Iteration 123Q: 3 clusters Score -3987458 nChanged 3
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	Iteration 125Q: 3 clusters Score -3987462 nChanged 1
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	Iteration 126Q: 3 clusters Score -3987460 nChanged 2
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	Iteration 127Q: 3 clusters Score -3987458 nChanged 2
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	Iteration 128Q: 3 clusters Score -3987461 nChanged 4
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	Iteration 129Q: 3 clusters Score -3987463 nChanged 5
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	Iteration 131Q: 3 clusters Score -3987460 nChanged 4
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	Iteration 132Q: 3 clusters Score -3987459 nChanged 3
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	Iteration 133Q: 3 clusters Score -3987459 nChanged 7
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	Iteration 134Q: 3 clusters Score -3987457 nChanged 9
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	Iteration 135Q: 3 clusters Score -3987454 nChanged 6
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	Iteration 136Q: 3 clusters Score -3987456 nChanged 8
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	Iteration 137Q: 3 clusters Score -3987456 nChanged 7
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	Iteration 138Q: 3 clusters Score -3987455 nChanged 6
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	Iteration 139Q: 3 clusters Score -3987457 nChanged 9
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	Iteration 140F: 3 clusters Score -3987457 nChanged 14
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	Iteration 141Q: 3 clusters Score -3987462 nChanged 16
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	Iteration 142Q: 3 clusters Score -3987466 nChanged 12
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	Iteration 143Q: 3 clusters Score -3987461 nChanged 18
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	Iteration 144Q: 3 clusters Score -3987460 nChanged 22
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	Iteration 145Q: 3 clusters Score -3987466 nChanged 25
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	Iteration 148Q: 3 clusters Score -3987478 nChanged 24
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	Iteration 149Q: 3 clusters Score -3987474 nChanged 23
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	Iteration 151Q: 3 clusters Score -3987481 nChanged 26
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	Iteration 152Q: 3 clusters Score -3987486 nChanged 30
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	Iteration 153Q: 3 clusters Score -3987486 nChanged 28
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	Iteration 154Q: 3 clusters Score -3987496 nChanged 35
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	Iteration 155Q: 3 clusters Score -3987486 nChanged 41
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	Iteration 156Q: 3 clusters Score -3987500 nChanged 40
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	Iteration 157Q: 3 clusters Score -3987496 nChanged 57
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	Iteration 158Q: 3 clusters Score -3987491 nChanged 55
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	Iteration 159Q: 3 clusters Score -3987494 nChanged 79
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	Iteration 160F: 3 clusters Score -3987499 nChanged 87
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	Iteration 161Q: 3 clusters Score -3987499 nChanged 87
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	Iteration 162Q: 3 clusters Score -3987506 nChanged 93
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	Iteration 163Q: 3 clusters Score -3987517 nChanged 99
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	Iteration 171Q: 3 clusters Score -3987630 nChanged 206
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	Iteration 172Q: 3 clusters Score -3987644 nChanged 185
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	Iteration 174Q: 3 clusters Score -3987655 nChanged 161
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	Iteration 178Q: 3 clusters Score -3987673 nChanged 128
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	Iteration 180F: 3 clusters Score -3987693 nChanged 159
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	Iteration 182Q: 3 clusters Score -3987708 nChanged 174
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	Iteration 183Q: 3 clusters Score -3987716 nChanged 196
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	Iteration 185Q: 3 clusters Score -3987739 nChanged 218
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3987799 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3987822 nChanged 230
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Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3987830 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3987864 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3987885 nChanged 279
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Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3987885 nChanged 273
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -3987899 nChanged 296
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Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -3987926 nChanged 281
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Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3987943 nChanged 257
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Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3987948 nChanged 244
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Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3987981 nChanged 278
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Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3987979 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3987997 nChanged 284
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Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3988018.250000 Penalty: 1021.803589
	Iteration 200F: 3 clusters Score -3988018 nChanged 280
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3988027 nChanged 284
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3988055 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3988066 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3988068 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3988095 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3988110 nChanged 284
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Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3988127 nChanged 284
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -3988124 nChanged 293
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Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -3988171 nChanged 326
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -3988180 nChanged 301
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Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -3988220 nChanged 337
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3988256 nChanged 342
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Mstep: Class 1 contains 55774 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -3988280 nChanged 334
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -3988302 nChanged 333
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Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3988322.000000 Penalty: 1021.803589
	Iteration 215Q: 3 clusters Score -3988322 nChanged 336
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -3988339 nChanged 345
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Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3988372 nChanged 371
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Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3988395.250000 Penalty: 1021.803589
	Iteration 218Q: 3 clusters Score -3988395 nChanged 383
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Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -3988426 nChanged 424
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Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -3988458 nChanged 414
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -3988510 nChanged 431
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Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -3988541 nChanged 392
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -3988580 nChanged 392
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Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -3988595 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -3988622 nChanged 404
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -3988640 nChanged 395
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -3988672 nChanged 416
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Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -3988704 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -3988727 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -3988762 nChanged 399
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62757 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -3988808 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -3988838 nChanged 412
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -3988852 nChanged 374
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -3988876 nChanged 370
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -3988904 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -3988940 nChanged 378
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Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -3988964 nChanged 376
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Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 9815 members 
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	Iteration 238Q: 3 clusters Score -3988997 nChanged 368
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -3989014 nChanged 368
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3989045.250000 Penalty: 1021.803589
	Iteration 240F: 3 clusters Score -3989045 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -3989077 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -3989090 nChanged 337
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Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -3989108 nChanged 368
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Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -3989151 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -3989198 nChanged 414
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Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -3989261 nChanged 438
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Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -3989302 nChanged 464
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Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -3989394 nChanged 434
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Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -3989453 nChanged 402
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Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -3989544 nChanged 394
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Mstep: Class 1 contains 70479 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -3989626 nChanged 361
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Mstep: Class 1 contains 70840 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -3989676 nChanged 346
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Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -3989728 nChanged 345
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Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -3989812 nChanged 323
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Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3989882.500000 Penalty: 1021.803589
	Iteration 255Q: 3 clusters Score -3989882 nChanged 301
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Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -3989945 nChanged 282
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Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -3990006 nChanged 250
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Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 2566 members 
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	Iteration 258Q: 3 clusters Score -3990058 nChanged 221
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Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3990116.250000 Penalty: 1021.803589
	Iteration 259Q: 3 clusters Score -3990116 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -3990177 nChanged 189
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Mstep: Class 1 contains 73309 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3990214.000000 Penalty: 1021.803589
	Iteration 261Q: 3 clusters Score -3990214 nChanged 137
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Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -3990245 nChanged 131
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Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -3990263 nChanged 109
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Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -3990280 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73769 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -3990298 nChanged 77
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Mstep: Class 1 contains 73846 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -3990302 nChanged 61
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Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -3990318 nChanged 49
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Mstep: Class 1 contains 73954 members 
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Entering Unmasked Estep 
Score: -3990332.250000 Penalty: 1021.803589
	Iteration 268Q: 3 clusters Score -3990332 nChanged 42
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Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3990339.250000 Penalty: 1021.803589
	Iteration 269Q: 3 clusters Score -3990339 nChanged 42
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Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 1219 members 
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Score: -3990336.250000 Penalty: 1021.803589
	Iteration 270Q: 3 clusters Score -3990336 nChanged 41
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Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -3990336 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -3990345 nChanged 29
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Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3990351.250000 Penalty: 1021.803589
	Iteration 273Q: 3 clusters Score -3990351 nChanged 26
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Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3990353.500000 Penalty: 1021.803589
	Iteration 274Q: 3 clusters Score -3990354 nChanged 25
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Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -3990364 nChanged 23
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Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -3990364 nChanged 16
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Mstep: Class 1 contains 74177 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3990367.750000 Penalty: 1021.803589
	Iteration 277Q: 3 clusters Score -3990368 nChanged 11
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Mstep: Class 1 contains 74182 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -3990367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3990368.500000 Penalty: 1021.803589
	Iteration 279Q: 3 clusters Score -3990368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3990369.250000 Penalty: 1021.803589
	Iteration 280F: 3 clusters Score -3990369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3990365.500000 Penalty: 1021.803589
	Iteration 281Q: 3 clusters Score -3990366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3990366.250000 Penalty: 1021.803589
	Iteration 282Q: 3 clusters Score -3990366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74201 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3990370.500000 Penalty: 1021.803589
	Iteration 283Q: 3 clusters Score -3990370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3990365.000000 Penalty: 1021.803589
	Iteration 284Q: 3 clusters Score -3990365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3990365.500000 Penalty: 1021.803589
	Iteration 285Q: 3 clusters Score -3990366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3990365.000000 Penalty: 1021.803589
	Iteration 286Q: 3 clusters Score -3990365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74221 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3990366.750000 Penalty: 1021.803589
	Iteration 287Q: 3 clusters Score -3990367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3990371.250000 Penalty: 1021.803589
	Iteration 288Q: 3 clusters Score -3990371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74233 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3990366.250000 Penalty: 1021.803589
	Iteration 289Q: 3 clusters Score -3990366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3990362.500000 Penalty: 1021.803589
	Iteration 290Q: 3 clusters Score -3990362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3990362.250000 Penalty: 1021.803589
	Iteration 291Q: 3 clusters Score -3990362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3990363.000000 Penalty: 1021.803589
	Iteration 292Q: 3 clusters Score -3990363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3990368.250000 Penalty: 1021.803589
	Iteration 293Q: 3 clusters Score -3990368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74281 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3990370.500000 Penalty: 1021.803589
	Iteration 294Q: 3 clusters Score -3990370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3990368.750000 Penalty: 1021.803589
	Iteration 295Q: 3 clusters Score -3990369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3990368.250000 Penalty: 1021.803589
	Iteration 296Q: 3 clusters Score -3990368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3990368.250000 Penalty: 1021.803589
	Iteration 297Q: 3 clusters Score -3990368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3990374.500000 Penalty: 1021.803589
	Iteration 298Q: 3 clusters Score -3990374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3990375.000000 Penalty: 1021.803589
	Iteration 299Q: 3 clusters Score -3990375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3990374.750000 Penalty: 1021.803589
	Iteration 300F: 3 clusters Score -3990375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3990374.500000 Penalty: 1021.803589
	Iteration 301Q: 3 clusters Score -3990374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3990383.000000 Penalty: 1021.803589
	Iteration 302Q: 3 clusters Score -3990383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3990381.750000 Penalty: 1021.803589
	Iteration 303Q: 3 clusters Score -3990382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74328 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3990379.750000 Penalty: 1021.803589
	Iteration 304Q: 3 clusters Score -3990380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3990384.250000 Penalty: 1021.803589
	Iteration 305Q: 3 clusters Score -3990384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3990383.750000 Penalty: 1021.803589
	Iteration 306Q: 3 clusters Score -3990384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3990382.000000 Penalty: 1021.803589
	Iteration 307Q: 3 clusters Score -3990382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3990384.250000 Penalty: 1021.803589
	Iteration 308Q: 3 clusters Score -3990384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3990384.250000 Penalty: 1021.803589
	Iteration 309F: 3 clusters Score -3990384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 88407 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 102687 members 
Mstep: Class 6 contains 138454 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 21733 members 
Mstep: Class 11 contains 60425 members 
Mstep: Class 12 contains 17199 members 
Mstep: Class 13 contains 67951 members 
Mstep: Class 14 contains 13498 members 
Mstep: Class 15 contains 90259 members 
Mstep: Class 16 contains 2958 members 
Mstep: Class 17 contains 12002 members 
Mstep: Class 18 contains 78930 members 
Mstep: Class 19 contains 83982 members 
Mstep: Class 20 contains 148787 members 
Mstep: Class 21 contains 60223 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 44983 members 
Mstep: Class 25 contains 10167 members 
Mstep: Class 26 contains 1709 members 
Mstep: Class 27 contains 32227 members 
Mstep: Class 28 contains 4898 members 
Mstep: Class 29 contains 164978 members 
Mstep: Class 30 contains 398 members 
Mstep: Class 31 contains 2411 members 
Mstep: Class 32 contains 8999 members 
Mstep: Class 33 contains 11671 members 
Mstep: Class 34 contains 74338 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 96129 members 
Mstep: Class 37 contains 79735 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 72643 members 
Mstep: Class 41 contains 915 members 
Entering Unmasked Estep 
Score: -87413312.000000 Penalty: 26795.666016
Splitting cluster 34 changes total score from -87413408.000000 to -87413312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -10819.982422 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -10819.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -10520.703125 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -10520.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -10590.106445 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -10590.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10617.011719 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -10617.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -10677.055664 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -10677.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10756.057617 Penalty: 503.538452
	Iteration 4F: 3 clusters Score -10756.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10814.535156 Penalty: 503.538452
	Iteration 5F: 3 clusters Score -10814.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10836.980469 Penalty: 503.538452
	Iteration 6F: 3 clusters Score -10836.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10842.402344 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -10842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -10845.790039 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -10845.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10852.485352 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -10852.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -10857.659180 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -10857.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10859.108398 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -10859.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -10859.108398 Penalty: 503.538452
	Iteration 12F: 3 clusters Score -10859.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 88407 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 102687 members 
Mstep: Class 6 contains 138454 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 21733 members 
Mstep: Class 11 contains 60425 members 
Mstep: Class 12 contains 17199 members 
Mstep: Class 13 contains 67951 members 
Mstep: Class 14 contains 13498 members 
Mstep: Class 15 contains 90259 members 
Mstep: Class 16 contains 2958 members 
Mstep: Class 17 contains 12002 members 
Mstep: Class 18 contains 78930 members 
Mstep: Class 19 contains 83982 members 
Mstep: Class 20 contains 148787 members 
Mstep: Class 21 contains 60223 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 44983 members 
Mstep: Class 25 contains 10167 members 
Mstep: Class 26 contains 1709 members 
Mstep: Class 27 contains 32227 members 
Mstep: Class 28 contains 4898 members 
Mstep: Class 29 contains 164978 members 
Mstep: Class 30 contains 398 members 
Mstep: Class 31 contains 2411 members 
Mstep: Class 32 contains 8999 members 
Mstep: Class 33 contains 11671 members 
Mstep: Class 34 contains 75253 members 
Mstep: Class 35 contains 204 members 
Mstep: Class 36 contains 96129 members 
Mstep: Class 37 contains 79735 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 72643 members 
Mstep: Class 41 contains 49 members 
Entering Unmasked Estep 
Score: -87413136.000000 Penalty: 26795.666016
Splitting cluster 35 changes total score from -87413408.000000 to -87413136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (96129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Entering Unmasked Estep 
Score: -5263530.000000 Penalty: 522.041809
	Iteration 0F: 2 clusters Score -5263530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -5200456.500000 Penalty: 1044.083618
	Iteration 0F: 3 clusters Score -5200456 nChanged 47056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -5228388.000000 Penalty: 1044.083618
	Iteration 1F: 3 clusters Score -5228388 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -5229180.000000 Penalty: 1044.083618
	Iteration 2Q: 3 clusters Score -5229180 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -5230457.000000 Penalty: 1044.083618
	Iteration 3Q: 3 clusters Score -5230457 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -5232687.500000 Penalty: 1044.083618
	Iteration 4Q: 3 clusters Score -5232688 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -5236293.000000 Penalty: 1044.083618
	Iteration 5F: 3 clusters Score -5236293 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -5241239.500000 Penalty: 1044.083618
	Iteration 6F: 3 clusters Score -5241240 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -5246557.000000 Penalty: 1044.083618
	Iteration 7F: 3 clusters Score -5246557 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -5250361.500000 Penalty: 1044.083618
	Iteration 8F: 3 clusters Score -5250362 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -5252246.500000 Penalty: 1044.083618
	Iteration 9Q: 3 clusters Score -5252246 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79384 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -5253408.000000 Penalty: 1044.083618
	Iteration 10Q: 3 clusters Score -5253408 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -5254497.000000 Penalty: 1044.083618
	Iteration 11Q: 3 clusters Score -5254497 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -5255638.500000 Penalty: 1044.083618
	Iteration 12Q: 3 clusters Score -5255638 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -5256879.500000 Penalty: 1044.083618
	Iteration 13Q: 3 clusters Score -5256880 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -5258094.000000 Penalty: 1044.083618
	Iteration 14Q: 3 clusters Score -5258094 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -5259201.500000 Penalty: 1044.083618
	Iteration 15Q: 3 clusters Score -5259202 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5260169.500000 Penalty: 1044.083618
	Iteration 16Q: 3 clusters Score -5260170 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93367 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5261013.500000 Penalty: 1044.083618
	Iteration 17Q: 3 clusters Score -5261014 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94317 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5261667.500000 Penalty: 1044.083618
	Iteration 18Q: 3 clusters Score -5261668 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95037 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5262230.500000 Penalty: 1044.083618
	Iteration 19Q: 3 clusters Score -5262230 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95514 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5262635.500000 Penalty: 1044.083618
	Iteration 20F: 3 clusters Score -5262636 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5262844.000000 Penalty: 1044.083618
	Iteration 21Q: 3 clusters Score -5262844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5262936.000000 Penalty: 1044.083618
	Iteration 22Q: 3 clusters Score -5262936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -5262988.000000 Penalty: 1044.083618
	Iteration 23Q: 3 clusters Score -5262988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95981 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5263022.000000 Penalty: 1044.083618
	Iteration 24Q: 3 clusters Score -5263022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5263043.000000 Penalty: 1044.083618
	Iteration 25Q: 3 clusters Score -5263043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5263058.000000 Penalty: 1044.083618
	Iteration 26Q: 3 clusters Score -5263058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5263061.500000 Penalty: 1044.083618
	Iteration 27Q: 3 clusters Score -5263062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5263065.500000 Penalty: 1044.083618
	Iteration 28Q: 3 clusters Score -5263066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5263070.500000 Penalty: 1044.083618
	Iteration 29Q: 3 clusters Score -5263070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96020 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5263067.000000 Penalty: 1044.083618
	Iteration 30Q: 3 clusters Score -5263067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96021 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5263070.000000 Penalty: 1044.083618
	Iteration 31Q: 3 clusters Score -5263070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -5263067.000000 Penalty: 1044.083618
	Iteration 32Q: 3 clusters Score -5263067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -5263076.500000 Penalty: 1044.083618
	Iteration 33Q: 3 clusters Score -5263076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5263079.000000 Penalty: 1044.083618
	Iteration 34Q: 3 clusters Score -5263079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96027 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5263080.500000 Penalty: 1044.083618
	Iteration 35Q: 3 clusters Score -5263080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96030 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5263082.500000 Penalty: 1044.083618
	Iteration 36Q: 3 clusters Score -5263082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5263088.000000 Penalty: 1044.083618
	Iteration 37Q: 3 clusters Score -5263088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5263088.000000 Penalty: 1044.083618
	Iteration 38Q: 3 clusters Score -5263088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5263088.000000 Penalty: 1044.083618
	Iteration 39F: 3 clusters Score -5263088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (79735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Entering Unmasked Estep 
Score: -4452295.000000 Penalty: 513.534119
	Iteration 0F: 2 clusters Score -4452295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -4398836.500000 Penalty: 1027.068237
	Iteration 0F: 3 clusters Score -4398836 nChanged 38662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -4422120.000000 Penalty: 1027.068237
	Iteration 1F: 3 clusters Score -4422120 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -4423021.500000 Penalty: 1027.068237
	Iteration 2Q: 3 clusters Score -4423022 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -4424352.500000 Penalty: 1027.068237
	Iteration 3Q: 3 clusters Score -4424352 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4426464.500000 Penalty: 1027.068237
	Iteration 4Q: 3 clusters Score -4426464 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4429695.500000 Penalty: 1027.068237
	Iteration 5F: 3 clusters Score -4429696 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -4434239.500000 Penalty: 1027.068237
	Iteration 6F: 3 clusters Score -4434240 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4438274.500000 Penalty: 1027.068237
	Iteration 7F: 3 clusters Score -4438274 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4440056.500000 Penalty: 1027.068237
	Iteration 8Q: 3 clusters Score -4440056 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4440831.500000 Penalty: 1027.068237
	Iteration 9Q: 3 clusters Score -4440832 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4441562.500000 Penalty: 1027.068237
	Iteration 10Q: 3 clusters Score -4441562 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -4442451.000000 Penalty: 1027.068237
	Iteration 11Q: 3 clusters Score -4442451 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4443541.500000 Penalty: 1027.068237
	Iteration 12Q: 3 clusters Score -4443542 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4444767.000000 Penalty: 1027.068237
	Iteration 13Q: 3 clusters Score -4444767 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4446133.000000 Penalty: 1027.068237
	Iteration 14Q: 3 clusters Score -4446133 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -4447440.000000 Penalty: 1027.068237
	Iteration 15Q: 3 clusters Score -4447440 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4448533.000000 Penalty: 1027.068237
	Iteration 16Q: 3 clusters Score -4448533 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -4449253.500000 Penalty: 1027.068237
	Iteration 17Q: 3 clusters Score -4449254 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4449704.500000 Penalty: 1027.068237
	Iteration 18Q: 3 clusters Score -4449704 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -4449984.500000 Penalty: 1027.068237
	Iteration 19Q: 3 clusters Score -4449984 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -4450168.500000 Penalty: 1027.068237
	Iteration 20F: 3 clusters Score -4450168 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -4450311.000000 Penalty: 1027.068237
	Iteration 21Q: 3 clusters Score -4450311 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -4450397.000000 Penalty: 1027.068237
	Iteration 22Q: 3 clusters Score -4450397 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -4450429.500000 Penalty: 1027.068237
	Iteration 23Q: 3 clusters Score -4450430 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -4450465.500000 Penalty: 1027.068237
	Iteration 24Q: 3 clusters Score -4450466 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -4450471.000000 Penalty: 1027.068237
	Iteration 25Q: 3 clusters Score -4450471 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -4450491.500000 Penalty: 1027.068237
	Iteration 26Q: 3 clusters Score -4450492 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4450506.000000 Penalty: 1027.068237
	Iteration 27Q: 3 clusters Score -4450506 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -4450515.500000 Penalty: 1027.068237
	Iteration 28Q: 3 clusters Score -4450516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -4450514.500000 Penalty: 1027.068237
	Iteration 29Q: 3 clusters Score -4450514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -4450520.000000 Penalty: 1027.068237
	Iteration 30Q: 3 clusters Score -4450520 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -4450529.000000 Penalty: 1027.068237
	Iteration 31Q: 3 clusters Score -4450529 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -4450536.000000 Penalty: 1027.068237
	Iteration 32Q: 3 clusters Score -4450536 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -4450545.000000 Penalty: 1027.068237
	Iteration 33Q: 3 clusters Score -4450545 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -4450558.500000 Penalty: 1027.068237
	Iteration 34Q: 3 clusters Score -4450558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -4450562.500000 Penalty: 1027.068237
	Iteration 35Q: 3 clusters Score -4450562 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -4450553.500000 Penalty: 1027.068237
	Iteration 36Q: 3 clusters Score -4450554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4450544.500000 Penalty: 1027.068237
	Iteration 37Q: 3 clusters Score -4450544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -4450558.000000 Penalty: 1027.068237
	Iteration 38Q: 3 clusters Score -4450558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -4450557.500000 Penalty: 1027.068237
	Iteration 39Q: 3 clusters Score -4450558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4450568.500000 Penalty: 1027.068237
	Iteration 40F: 3 clusters Score -4450568 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -4450578.500000 Penalty: 1027.068237
	Iteration 41Q: 3 clusters Score -4450578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4450570.000000 Penalty: 1027.068237
	Iteration 42Q: 3 clusters Score -4450570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -4450580.000000 Penalty: 1027.068237
	Iteration 43Q: 3 clusters Score -4450580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -4450583.000000 Penalty: 1027.068237
	Iteration 44Q: 3 clusters Score -4450583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4450593.000000 Penalty: 1027.068237
	Iteration 45Q: 3 clusters Score -4450593 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4450607.500000 Penalty: 1027.068237
	Iteration 46Q: 3 clusters Score -4450608 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -4450605.000000 Penalty: 1027.068237
	Iteration 47Q: 3 clusters Score -4450605 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -4450610.000000 Penalty: 1027.068237
	Iteration 48Q: 3 clusters Score -4450610 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -4450612.500000 Penalty: 1027.068237
	Iteration 49Q: 3 clusters Score -4450612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -4450604.000000 Penalty: 1027.068237
	Iteration 50Q: 3 clusters Score -4450604 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -4450597.000000 Penalty: 1027.068237
	Iteration 51Q: 3 clusters Score -4450597 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -4450603.500000 Penalty: 1027.068237
	Iteration 52Q: 3 clusters Score -4450604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -4450603.500000 Penalty: 1027.068237
	Iteration 53Q: 3 clusters Score -4450604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -4450610.500000 Penalty: 1027.068237
	Iteration 54Q: 3 clusters Score -4450610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -4450606.500000 Penalty: 1027.068237
	Iteration 55Q: 3 clusters Score -4450606 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -4450610.500000 Penalty: 1027.068237
	Iteration 56Q: 3 clusters Score -4450610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -4450610.000000 Penalty: 1027.068237
	Iteration 57Q: 3 clusters Score -4450610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -4450604.000000 Penalty: 1027.068237
	Iteration 58Q: 3 clusters Score -4450604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -4450608.500000 Penalty: 1027.068237
	Iteration 59Q: 3 clusters Score -4450608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -4450610.500000 Penalty: 1027.068237
	Iteration 60F: 3 clusters Score -4450610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -4450611.000000 Penalty: 1027.068237
	Iteration 61Q: 3 clusters Score -4450611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4450613.500000 Penalty: 1027.068237
	Iteration 62Q: 3 clusters Score -4450614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -4450620.500000 Penalty: 1027.068237
	Iteration 63Q: 3 clusters Score -4450620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -4450630.500000 Penalty: 1027.068237
	Iteration 64Q: 3 clusters Score -4450630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -4450623.500000 Penalty: 1027.068237
	Iteration 65Q: 3 clusters Score -4450624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4450631.000000 Penalty: 1027.068237
	Iteration 66Q: 3 clusters Score -4450631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4450627.500000 Penalty: 1027.068237
	Iteration 67Q: 3 clusters Score -4450628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -4450626.500000 Penalty: 1027.068237
	Iteration 68Q: 3 clusters Score -4450626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -4450622.000000 Penalty: 1027.068237
	Iteration 69Q: 3 clusters Score -4450622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -4450629.000000 Penalty: 1027.068237
	Iteration 70Q: 3 clusters Score -4450629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4450627.500000 Penalty: 1027.068237
	Iteration 71Q: 3 clusters Score -4450628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4450629.000000 Penalty: 1027.068237
	Iteration 72Q: 3 clusters Score -4450629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -4450635.000000 Penalty: 1027.068237
	Iteration 73Q: 3 clusters Score -4450635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4450633.000000 Penalty: 1027.068237
	Iteration 74Q: 3 clusters Score -4450633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -4450637.500000 Penalty: 1027.068237
	Iteration 75Q: 3 clusters Score -4450638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -4450640.500000 Penalty: 1027.068237
	Iteration 76Q: 3 clusters Score -4450640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -4450645.500000 Penalty: 1027.068237
	Iteration 77Q: 3 clusters Score -4450646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -4450654.000000 Penalty: 1027.068237
	Iteration 78Q: 3 clusters Score -4450654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -4450647.500000 Penalty: 1027.068237
	Iteration 79Q: 3 clusters Score -4450648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -4450661.000000 Penalty: 1027.068237
	Iteration 80F: 3 clusters Score -4450661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -4450661.000000 Penalty: 1027.068237
	Iteration 81Q: 3 clusters Score -4450661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -4450651.500000 Penalty: 1027.068237
	Iteration 82Q: 3 clusters Score -4450652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -4450655.500000 Penalty: 1027.068237
	Iteration 83Q: 3 clusters Score -4450656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54205 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -4450657.000000 Penalty: 1027.068237
	Iteration 84Q: 3 clusters Score -4450657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -4450661.000000 Penalty: 1027.068237
	Iteration 85Q: 3 clusters Score -4450661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -4450660.000000 Penalty: 1027.068237
	Iteration 86Q: 3 clusters Score -4450660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -4450664.000000 Penalty: 1027.068237
	Iteration 87Q: 3 clusters Score -4450664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -4450660.500000 Penalty: 1027.068237
	Iteration 88Q: 3 clusters Score -4450660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4450660.000000 Penalty: 1027.068237
	Iteration 89Q: 3 clusters Score -4450660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -4450661.000000 Penalty: 1027.068237
	Iteration 90Q: 3 clusters Score -4450661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -4450661.000000 Penalty: 1027.068237
	Iteration 91Q: 3 clusters Score -4450661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -4450664.000000 Penalty: 1027.068237
	Iteration 92Q: 3 clusters Score -4450664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4450662.500000 Penalty: 1027.068237
	Iteration 93Q: 3 clusters Score -4450662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4450656.000000 Penalty: 1027.068237
	Iteration 94Q: 3 clusters Score -4450656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -4450652.000000 Penalty: 1027.068237
	Iteration 95Q: 3 clusters Score -4450652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -4450656.000000 Penalty: 1027.068237
	Iteration 96Q: 3 clusters Score -4450656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -4450654.000000 Penalty: 1027.068237
	Iteration 97Q: 3 clusters Score -4450654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -4450645.000000 Penalty: 1027.068237
	Iteration 98Q: 3 clusters Score -4450645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4450647.500000 Penalty: 1027.068237
	Iteration 99Q: 3 clusters Score -4450648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -4450649.000000 Penalty: 1027.068237
	Iteration 100F: 3 clusters Score -4450649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4450647.500000 Penalty: 1027.068237
	Iteration 101Q: 3 clusters Score -4450648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -4450650.500000 Penalty: 1027.068237
	Iteration 102Q: 3 clusters Score -4450650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4450646.000000 Penalty: 1027.068237
	Iteration 103Q: 3 clusters Score -4450646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -4450642.500000 Penalty: 1027.068237
	Iteration 104Q: 3 clusters Score -4450642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -4450642.500000 Penalty: 1027.068237
	Iteration 105Q: 3 clusters Score -4450642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -4450646.000000 Penalty: 1027.068237
	Iteration 106Q: 3 clusters Score -4450646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -4450641.500000 Penalty: 1027.068237
	Iteration 107Q: 3 clusters Score -4450642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -4450638.500000 Penalty: 1027.068237
	Iteration 108Q: 3 clusters Score -4450638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -4450640.500000 Penalty: 1027.068237
	Iteration 109Q: 3 clusters Score -4450640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4450644.000000 Penalty: 1027.068237
	Iteration 110Q: 3 clusters Score -4450644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -4450642.000000 Penalty: 1027.068237
	Iteration 111Q: 3 clusters Score -4450642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4450643.500000 Penalty: 1027.068237
	Iteration 112Q: 3 clusters Score -4450644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -4450642.500000 Penalty: 1027.068237
	Iteration 113Q: 3 clusters Score -4450642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -4450643.500000 Penalty: 1027.068237
	Iteration 114Q: 3 clusters Score -4450644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -4450645.000000 Penalty: 1027.068237
	Iteration 115Q: 3 clusters Score -4450645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -4450642.500000 Penalty: 1027.068237
	Iteration 116Q: 3 clusters Score -4450642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -4450644.000000 Penalty: 1027.068237
	Iteration 117Q: 3 clusters Score -4450644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -4450643.000000 Penalty: 1027.068237
	Iteration 118Q: 3 clusters Score -4450643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -4450643.000000 Penalty: 1027.068237
	Iteration 119Q: 3 clusters Score -4450643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -4450643.000000 Penalty: 1027.068237
	Iteration 120F: 3 clusters Score -4450643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -27749.916016 Penalty: 284.897888
	Iteration 0F: 2 clusters Score -27749.92 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 258 members 
Entering Unmasked Estep 
Score: -27248.845703 Penalty: 569.795776
	Iteration 0F: 3 clusters Score -27248.85 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27383.925781 Penalty: 569.795776
	Iteration 1F: 3 clusters Score -27383.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -27409.380859 Penalty: 569.795776
	Iteration 2F: 3 clusters Score -27409.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27423.466797 Penalty: 569.795776
	Iteration 3Q: 3 clusters Score -27423.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27429.832031 Penalty: 569.795776
	Iteration 4Q: 3 clusters Score -27429.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27440.326172 Penalty: 569.795776
	Iteration 5Q: 3 clusters Score -27440.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27452.164062 Penalty: 569.795776
	Iteration 6Q: 3 clusters Score -27452.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27457.662109 Penalty: 569.795776
	Iteration 7Q: 3 clusters Score -27457.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27466.292969 Penalty: 569.795776
	Iteration 8Q: 3 clusters Score -27466.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27474.871094 Penalty: 569.795776
	Iteration 9Q: 3 clusters Score -27474.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27480.460938 Penalty: 569.795776
	Iteration 10Q: 3 clusters Score -27480.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27488.953125 Penalty: 569.795776
	Iteration 11Q: 3 clusters Score -27488.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27496.035156 Penalty: 569.795776
	Iteration 12Q: 3 clusters Score -27496.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27506.013672 Penalty: 569.795776
	Iteration 13Q: 3 clusters Score -27506.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27507.576172 Penalty: 569.795776
	Iteration 14Q: 3 clusters Score -27507.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27508.037109 Penalty: 569.795776
	Iteration 15Q: 3 clusters Score -27508.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27508.759766 Penalty: 569.795776
	Iteration 16Q: 3 clusters Score -27508.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27508.759766 Penalty: 569.795776
	Iteration 17F: 3 clusters Score -27508.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -106909.242188 Penalty: 350.094879
	Iteration 0F: 2 clusters Score -106909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -105333.406250 Penalty: 700.189758
	Iteration 0F: 3 clusters Score -105333.4 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -105847.570312 Penalty: 700.189758
	Iteration 1F: 3 clusters Score -105847.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -105899.226562 Penalty: 700.189758
	Iteration 2F: 3 clusters Score -105899.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -105941.164062 Penalty: 700.189758
	Iteration 3Q: 3 clusters Score -105941.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -105976.976562 Penalty: 700.189758
	Iteration 4Q: 3 clusters Score -105977 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -106015.890625 Penalty: 700.189758
	Iteration 5Q: 3 clusters Score -106015.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -106062.750000 Penalty: 700.189758
	Iteration 6Q: 3 clusters Score -106062.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -106118.710938 Penalty: 700.189758
	Iteration 7Q: 3 clusters Score -106118.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -106166.921875 Penalty: 700.189758
	Iteration 8Q: 3 clusters Score -106166.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -106207.265625 Penalty: 700.189758
	Iteration 9Q: 3 clusters Score -106207.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -106236.492188 Penalty: 700.189758
	Iteration 10Q: 3 clusters Score -106236.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -106253.312500 Penalty: 700.189758
	Iteration 11Q: 3 clusters Score -106253.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -106266.789062 Penalty: 700.189758
	Iteration 12Q: 3 clusters Score -106266.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -106279.273438 Penalty: 700.189758
	Iteration 13Q: 3 clusters Score -106279.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -106291.109375 Penalty: 700.189758
	Iteration 14Q: 3 clusters Score -106291.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -106306.617188 Penalty: 700.189758
	Iteration 15Q: 3 clusters Score -106306.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -106318.289062 Penalty: 700.189758
	Iteration 16Q: 3 clusters Score -106318.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -106324.460938 Penalty: 700.189758
	Iteration 17Q: 3 clusters Score -106324.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -106330.250000 Penalty: 700.189758
	Iteration 18Q: 3 clusters Score -106330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -106336.859375 Penalty: 700.189758
	Iteration 19Q: 3 clusters Score -106336.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -106343.265625 Penalty: 700.189758
	Iteration 20F: 3 clusters Score -106343.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -106354.187500 Penalty: 700.189758
	Iteration 21Q: 3 clusters Score -106354.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -106364.054688 Penalty: 700.189758
	Iteration 22Q: 3 clusters Score -106364.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -106369.695312 Penalty: 700.189758
	Iteration 23Q: 3 clusters Score -106369.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -106376.367188 Penalty: 700.189758
	Iteration 24Q: 3 clusters Score -106376.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -106385.812500 Penalty: 700.189758
	Iteration 25Q: 3 clusters Score -106385.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -106392.156250 Penalty: 700.189758
	Iteration 26Q: 3 clusters Score -106392.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -106403.507812 Penalty: 700.189758
	Iteration 27Q: 3 clusters Score -106403.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -106412.000000 Penalty: 700.189758
	Iteration 28Q: 3 clusters Score -106412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -106418.546875 Penalty: 700.189758
	Iteration 29Q: 3 clusters Score -106418.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -106424.164062 Penalty: 700.189758
	Iteration 30Q: 3 clusters Score -106424.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -106428.015625 Penalty: 700.189758
	Iteration 31Q: 3 clusters Score -106428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -106430.500000 Penalty: 700.189758
	Iteration 32Q: 3 clusters Score -106430.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -106432.992188 Penalty: 700.189758
	Iteration 33Q: 3 clusters Score -106433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -106436.523438 Penalty: 700.189758
	Iteration 34Q: 3 clusters Score -106436.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -106441.000000 Penalty: 700.189758
	Iteration 35Q: 3 clusters Score -106441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -106446.421875 Penalty: 700.189758
	Iteration 36Q: 3 clusters Score -106446.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -106453.140625 Penalty: 700.189758
	Iteration 37Q: 3 clusters Score -106453.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -106465.648438 Penalty: 700.189758
	Iteration 38Q: 3 clusters Score -106465.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -106473.773438 Penalty: 700.189758
	Iteration 39Q: 3 clusters Score -106473.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -106488.296875 Penalty: 700.189758
	Iteration 40F: 3 clusters Score -106488.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -106498.281250 Penalty: 700.189758
	Iteration 41Q: 3 clusters Score -106498.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -106506.562500 Penalty: 700.189758
	Iteration 42Q: 3 clusters Score -106506.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -106515.101562 Penalty: 700.189758
	Iteration 43Q: 3 clusters Score -106515.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -106522.101562 Penalty: 700.189758
	Iteration 44Q: 3 clusters Score -106522.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -106533.648438 Penalty: 700.189758
	Iteration 45Q: 3 clusters Score -106533.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -106543.718750 Penalty: 700.189758
	Iteration 46Q: 3 clusters Score -106543.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -106557.187500 Penalty: 700.189758
	Iteration 47Q: 3 clusters Score -106557.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -106571.000000 Penalty: 700.189758
	Iteration 48Q: 3 clusters Score -106571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -106582.570312 Penalty: 700.189758
	Iteration 49Q: 3 clusters Score -106582.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -106590.468750 Penalty: 700.189758
	Iteration 50Q: 3 clusters Score -106590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -106596.656250 Penalty: 700.189758
	Iteration 51Q: 3 clusters Score -106596.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -106601.531250 Penalty: 700.189758
	Iteration 52Q: 3 clusters Score -106601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -106602.359375 Penalty: 700.189758
	Iteration 53Q: 3 clusters Score -106602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -106603.062500 Penalty: 700.189758
	Iteration 54Q: 3 clusters Score -106603.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -106603.328125 Penalty: 700.189758
	Iteration 55Q: 3 clusters Score -106603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -106603.953125 Penalty: 700.189758
	Iteration 56Q: 3 clusters Score -106604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -106603.968750 Penalty: 700.189758
	Iteration 57Q: 3 clusters Score -106604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -106603.968750 Penalty: 700.189758
	Iteration 58F: 3 clusters Score -106604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (72643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Entering Unmasked Estep 
Score: -3816795.500000 Penalty: 509.295715
	Iteration 0F: 2 clusters Score -3816796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -3767564.250000 Penalty: 1018.591431
	Iteration 0F: 3 clusters Score -3767564 nChanged 35328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -3788806.500000 Penalty: 1018.591431
	Iteration 1F: 3 clusters Score -3788806 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -3789597.500000 Penalty: 1018.591431
	Iteration 2Q: 3 clusters Score -3789598 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -3790834.000000 Penalty: 1018.591431
	Iteration 3Q: 3 clusters Score -3790834 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -3792909.750000 Penalty: 1018.591431
	Iteration 4F: 3 clusters Score -3792910 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -3796055.250000 Penalty: 1018.591431
	Iteration 5F: 3 clusters Score -3796055 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -3800352.000000 Penalty: 1018.591431
	Iteration 6F: 3 clusters Score -3800352 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -3804371.000000 Penalty: 1018.591431
	Iteration 7F: 3 clusters Score -3804371 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -3806576.750000 Penalty: 1018.591431
	Iteration 8F: 3 clusters Score -3806577 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -3807353.500000 Penalty: 1018.591431
	Iteration 9Q: 3 clusters Score -3807354 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -3807647.750000 Penalty: 1018.591431
	Iteration 10Q: 3 clusters Score -3807648 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -3807859.500000 Penalty: 1018.591431
	Iteration 11Q: 3 clusters Score -3807860 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -3808081.500000 Penalty: 1018.591431
	Iteration 12Q: 3 clusters Score -3808082 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -3808288.500000 Penalty: 1018.591431
	Iteration 13Q: 3 clusters Score -3808288 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -3808519.750000 Penalty: 1018.591431
	Iteration 14Q: 3 clusters Score -3808520 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -3808770.750000 Penalty: 1018.591431
	Iteration 15Q: 3 clusters Score -3808771 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -3809027.250000 Penalty: 1018.591431
	Iteration 16Q: 3 clusters Score -3809027 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -3809279.500000 Penalty: 1018.591431
	Iteration 17Q: 3 clusters Score -3809280 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -3809519.750000 Penalty: 1018.591431
	Iteration 18Q: 3 clusters Score -3809520 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -3809739.250000 Penalty: 1018.591431
	Iteration 19Q: 3 clusters Score -3809739 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -3809964.250000 Penalty: 1018.591431
	Iteration 20F: 3 clusters Score -3809964 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -3810143.500000 Penalty: 1018.591431
	Iteration 21Q: 3 clusters Score -3810144 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -3810327.250000 Penalty: 1018.591431
	Iteration 22Q: 3 clusters Score -3810327 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -3810527.250000 Penalty: 1018.591431
	Iteration 23Q: 3 clusters Score -3810527 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -3810750.250000 Penalty: 1018.591431
	Iteration 24Q: 3 clusters Score -3810750 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 55443 members 
Entering Unmasked Estep 
Score: -3810982.750000 Penalty: 1018.591431
	Iteration 25Q: 3 clusters Score -3810983 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -3811196.750000 Penalty: 1018.591431
	Iteration 26Q: 3 clusters Score -3811197 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -3811411.250000 Penalty: 1018.591431
	Iteration 27Q: 3 clusters Score -3811411 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -3811624.250000 Penalty: 1018.591431
	Iteration 28Q: 3 clusters Score -3811624 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -3811780.500000 Penalty: 1018.591431
	Iteration 29Q: 3 clusters Score -3811780 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -3811984.750000 Penalty: 1018.591431
	Iteration 30Q: 3 clusters Score -3811985 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -3812215.750000 Penalty: 1018.591431
	Iteration 31Q: 3 clusters Score -3812216 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -3812440.750000 Penalty: 1018.591431
	Iteration 32Q: 3 clusters Score -3812441 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -3812699.250000 Penalty: 1018.591431
	Iteration 33Q: 3 clusters Score -3812699 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -3812942.250000 Penalty: 1018.591431
	Iteration 34Q: 3 clusters Score -3812942 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -3813212.250000 Penalty: 1018.591431
	Iteration 35Q: 3 clusters Score -3813212 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -3813448.250000 Penalty: 1018.591431
	Iteration 36Q: 3 clusters Score -3813448 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -3813732.750000 Penalty: 1018.591431
	Iteration 37Q: 3 clusters Score -3813733 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 65379 members 
Entering Unmasked Estep 
Score: -3814027.000000 Penalty: 1018.591431
	Iteration 38Q: 3 clusters Score -3814027 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -3814324.750000 Penalty: 1018.591431
	Iteration 39Q: 3 clusters Score -3814325 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -3814606.250000 Penalty: 1018.591431
	Iteration 40F: 3 clusters Score -3814606 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -3814862.500000 Penalty: 1018.591431
	Iteration 41Q: 3 clusters Score -3814862 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -3815134.500000 Penalty: 1018.591431
	Iteration 42Q: 3 clusters Score -3815134 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -3815356.250000 Penalty: 1018.591431
	Iteration 43Q: 3 clusters Score -3815356 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -3815553.000000 Penalty: 1018.591431
	Iteration 44Q: 3 clusters Score -3815553 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -3815710.500000 Penalty: 1018.591431
	Iteration 45Q: 3 clusters Score -3815710 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -3815838.000000 Penalty: 1018.591431
	Iteration 46Q: 3 clusters Score -3815838 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 70210 members 
Entering Unmasked Estep 
Score: -3815963.000000 Penalty: 1018.591431
	Iteration 47Q: 3 clusters Score -3815963 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -3816047.500000 Penalty: 1018.591431
	Iteration 48Q: 3 clusters Score -3816048 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -3816129.250000 Penalty: 1018.591431
	Iteration 49Q: 3 clusters Score -3816129 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -3816179.500000 Penalty: 1018.591431
	Iteration 50Q: 3 clusters Score -3816180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 71014 members 
Entering Unmasked Estep 
Score: -3816235.250000 Penalty: 1018.591431
	Iteration 51Q: 3 clusters Score -3816235 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -3816262.500000 Penalty: 1018.591431
	Iteration 52Q: 3 clusters Score -3816262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 71241 members 
Entering Unmasked Estep 
Score: -3816275.750000 Penalty: 1018.591431
	Iteration 53Q: 3 clusters Score -3816276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -3816298.250000 Penalty: 1018.591431
	Iteration 54Q: 3 clusters Score -3816298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -3816317.500000 Penalty: 1018.591431
	Iteration 55Q: 3 clusters Score -3816318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -3816329.750000 Penalty: 1018.591431
	Iteration 56Q: 3 clusters Score -3816330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -3816344.000000 Penalty: 1018.591431
	Iteration 57Q: 3 clusters Score -3816344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -3816367.500000 Penalty: 1018.591431
	Iteration 58Q: 3 clusters Score -3816368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -3816380.500000 Penalty: 1018.591431
	Iteration 59Q: 3 clusters Score -3816380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -3816381.750000 Penalty: 1018.591431
	Iteration 60F: 3 clusters Score -3816382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 71688 members 
Entering Unmasked Estep 
Score: -3816390.750000 Penalty: 1018.591431
	Iteration 61Q: 3 clusters Score -3816391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -3816392.750000 Penalty: 1018.591431
	Iteration 62Q: 3 clusters Score -3816393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -3816403.750000 Penalty: 1018.591431
	Iteration 63Q: 3 clusters Score -3816404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 71771 members 
Entering Unmasked Estep 
Score: -3816420.250000 Penalty: 1018.591431
	Iteration 64Q: 3 clusters Score -3816420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -3816417.000000 Penalty: 1018.591431
	Iteration 65Q: 3 clusters Score -3816417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -3816424.250000 Penalty: 1018.591431
	Iteration 66Q: 3 clusters Score -3816424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -3816431.000000 Penalty: 1018.591431
	Iteration 67Q: 3 clusters Score -3816431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 71881 members 
Entering Unmasked Estep 
Score: -3816446.500000 Penalty: 1018.591431
	Iteration 68Q: 3 clusters Score -3816446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -3816444.750000 Penalty: 1018.591431
	Iteration 69Q: 3 clusters Score -3816445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -3816452.000000 Penalty: 1018.591431
	Iteration 70Q: 3 clusters Score -3816452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -3816454.000000 Penalty: 1018.591431
	Iteration 71Q: 3 clusters Score -3816454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -3816455.250000 Penalty: 1018.591431
	Iteration 72Q: 3 clusters Score -3816455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -3816456.250000 Penalty: 1018.591431
	Iteration 73Q: 3 clusters Score -3816456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -3816460.000000 Penalty: 1018.591431
	Iteration 74Q: 3 clusters Score -3816460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -3816458.000000 Penalty: 1018.591431
	Iteration 75Q: 3 clusters Score -3816458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -3816455.750000 Penalty: 1018.591431
	Iteration 76Q: 3 clusters Score -3816456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -3816456.250000 Penalty: 1018.591431
	Iteration 77Q: 3 clusters Score -3816456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -3816458.500000 Penalty: 1018.591431
	Iteration 78Q: 3 clusters Score -3816458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -3816457.500000 Penalty: 1018.591431
	Iteration 79Q: 3 clusters Score -3816458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -3816459.750000 Penalty: 1018.591431
	Iteration 80F: 3 clusters Score -3816460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -3816459.500000 Penalty: 1018.591431
	Iteration 81Q: 3 clusters Score -3816460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -3816462.000000 Penalty: 1018.591431
	Iteration 82Q: 3 clusters Score -3816462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -3816458.250000 Penalty: 1018.591431
	Iteration 83Q: 3 clusters Score -3816458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -3816463.500000 Penalty: 1018.591431
	Iteration 84Q: 3 clusters Score -3816464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 71951 members 
Entering Unmasked Estep 
Score: -3816471.750000 Penalty: 1018.591431
	Iteration 85Q: 3 clusters Score -3816472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -3816465.750000 Penalty: 1018.591431
	Iteration 86Q: 3 clusters Score -3816466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -3816468.500000 Penalty: 1018.591431
	Iteration 87Q: 3 clusters Score -3816468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 71966 members 
Entering Unmasked Estep 
Score: -3816470.750000 Penalty: 1018.591431
	Iteration 88Q: 3 clusters Score -3816471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 71975 members 
Entering Unmasked Estep 
Score: -3816469.750000 Penalty: 1018.591431
	Iteration 89Q: 3 clusters Score -3816470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 71981 members 
Entering Unmasked Estep 
Score: -3816469.000000 Penalty: 1018.591431
	Iteration 90Q: 3 clusters Score -3816469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 71989 members 
Entering Unmasked Estep 
Score: -3816470.250000 Penalty: 1018.591431
	Iteration 91Q: 3 clusters Score -3816470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -3816474.500000 Penalty: 1018.591431
	Iteration 92Q: 3 clusters Score -3816474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -3816474.250000 Penalty: 1018.591431
	Iteration 93Q: 3 clusters Score -3816474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -3816476.500000 Penalty: 1018.591431
	Iteration 94Q: 3 clusters Score -3816476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 72008 members 
Entering Unmasked Estep 
Score: -3816478.750000 Penalty: 1018.591431
	Iteration 95Q: 3 clusters Score -3816479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
Score: -3816478.000000 Penalty: 1018.591431
	Iteration 96Q: 3 clusters Score -3816478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -3816475.250000 Penalty: 1018.591431
	Iteration 97Q: 3 clusters Score -3816475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -3816477.500000 Penalty: 1018.591431
	Iteration 98Q: 3 clusters Score -3816478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -3816476.250000 Penalty: 1018.591431
	Iteration 99Q: 3 clusters Score -3816476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -3816475.500000 Penalty: 1018.591431
	Iteration 100F: 3 clusters Score -3816476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -3816479.000000 Penalty: 1018.591431
	Iteration 101Q: 3 clusters Score -3816479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 72051 members 
Entering Unmasked Estep 
Score: -3816477.750000 Penalty: 1018.591431
	Iteration 102Q: 3 clusters Score -3816478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -3816480.000000 Penalty: 1018.591431
	Iteration 103Q: 3 clusters Score -3816480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -3816476.000000 Penalty: 1018.591431
	Iteration 104Q: 3 clusters Score -3816476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -3816482.000000 Penalty: 1018.591431
	Iteration 105Q: 3 clusters Score -3816482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -3816484.000000 Penalty: 1018.591431
	Iteration 106Q: 3 clusters Score -3816484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -3816485.250000 Penalty: 1018.591431
	Iteration 107Q: 3 clusters Score -3816485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -3816495.000000 Penalty: 1018.591431
	Iteration 108Q: 3 clusters Score -3816495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -3816496.750000 Penalty: 1018.591431
	Iteration 109Q: 3 clusters Score -3816497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -3816497.250000 Penalty: 1018.591431
	Iteration 110Q: 3 clusters Score -3816497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -3816497.750000 Penalty: 1018.591431
	Iteration 111Q: 3 clusters Score -3816498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 72105 members 
Entering Unmasked Estep 
Score: -3816495.250000 Penalty: 1018.591431
	Iteration 112Q: 3 clusters Score -3816495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -3816494.500000 Penalty: 1018.591431
	Iteration 113Q: 3 clusters Score -3816494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -3816490.500000 Penalty: 1018.591431
	Iteration 114Q: 3 clusters Score -3816490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -3816490.500000 Penalty: 1018.591431
	Iteration 115F: 3 clusters Score -3816490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 6417 members 
Mstep: Class 3 contains 88407 members 
Mstep: Class 4 contains 8444 members 
Mstep: Class 5 contains 102687 members 
Mstep: Class 6 contains 138454 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 464 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 21733 members 
Mstep: Class 11 contains 60425 members 
Mstep: Class 12 contains 17199 members 
Mstep: Class 13 contains 67951 members 
Mstep: Class 14 contains 13498 members 
Mstep: Class 15 contains 90259 members 
Mstep: Class 16 contains 2958 members 
Mstep: Class 17 contains 12002 members 
Mstep: Class 18 contains 78930 members 
Mstep: Class 19 contains 83982 members 
Mstep: Class 20 contains 148787 members 
Mstep: Class 21 contains 60223 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 44983 members 
Mstep: Class 25 contains 10167 members 
Mstep: Class 26 contains 1709 members 
Mstep: Class 27 contains 32227 members 
Mstep: Class 28 contains 4898 members 
Mstep: Class 29 contains 164978 members 
Mstep: Class 30 contains 398 members 
Mstep: Class 31 contains 2411 members 
Mstep: Class 32 contains 8999 members 
Mstep: Class 33 contains 11671 members 
Mstep: Class 34 contains 75253 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 96129 members 
Mstep: Class 37 contains 79735 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 72643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413720.000000 Penalty: 26142.113281
Iteration 199Q: 41 clusters Score -8.741372e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 106808 members 
Mstep: Class 2 contains 6334 members 
Mstep: Class 3 contains 88528 members 
Mstep: Class 4 contains 8387 members 
Mstep: Class 5 contains 102193 members 
Mstep: Class 6 contains 139039 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 10 contains 21849 members 
Mstep: Class 11 contains 60370 members 
Mstep: Class 12 contains 17348 members 
Mstep: Class 13 contains 67831 members 
Mstep: Class 14 contains 13580 members 
Mstep: Class 15 contains 90220 members 
Mstep: Class 16 contains 2964 members 
Mstep: Class 17 contains 12033 members 
Mstep: Class 18 contains 78600 members 
Mstep: Class 19 contains 83866 members 
Mstep: Class 20 contains 148555 members 
Mstep: Class 21 contains 59670 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 5355 members 
Mstep: Class 24 contains 44802 members 
Mstep: Class 25 contains 10135 members 
Mstep: Class 26 contains 1712 members 
Mstep: Class 27 contains 32143 members 
Mstep: Class 28 contains 4940 members 
Mstep: Class 29 contains 164977 members 
Mstep: Class 30 contains 400 members 
Mstep: Class 31 contains 2431 members 
Mstep: Class 32 contains 9086 members 
Mstep: Class 33 contains 11646 members 
Mstep: Class 34 contains 75422 members 
Mstep: Class 35 contains 256 members 
Mstep: Class 36 contains 96109 members 
Mstep: Class 37 contains 80868 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 72797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413384.000000 Penalty: 26142.113281
Iteration 200F: 41 clusters Score -8.741338e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 106490 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 88682 members 
Mstep: Class 4 contains 8330 members 
Mstep: Class 5 contains 101702 members 
Mstep: Class 6 contains 139601 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 22007 members 
Mstep: Class 11 contains 60351 members 
Mstep: Class 12 contains 17488 members 
Mstep: Class 13 contains 67726 members 
Mstep: Class 14 contains 13660 members 
Mstep: Class 15 contains 90177 members 
Mstep: Class 16 contains 2960 members 
Mstep: Class 17 contains 12058 members 
Mstep: Class 18 contains 78378 members 
Mstep: Class 19 contains 83714 members 
Mstep: Class 20 contains 148304 members 
Mstep: Class 21 contains 59088 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 44646 members 
Mstep: Class 25 contains 10103 members 
Mstep: Class 26 contains 1714 members 
Mstep: Class 27 contains 32041 members 
Mstep: Class 28 contains 4982 members 
Mstep: Class 29 contains 164958 members 
Mstep: Class 30 contains 405 members 
Mstep: Class 31 contains 2449 members 
Mstep: Class 32 contains 9178 members 
Mstep: Class 33 contains 11621 members 
Mstep: Class 34 contains 75606 members 
Mstep: Class 35 contains 256 members 
Mstep: Class 36 contains 96074 members 
Mstep: Class 37 contains 81921 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 72971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413952.000000 Penalty: 26142.113281
Iteration 201Q: 41 clusters Score -8.741395e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 106215 members 
Mstep: Class 2 contains 6185 members 
Mstep: Class 3 contains 88854 members 
Mstep: Class 4 contains 8263 members 
Mstep: Class 5 contains 101174 members 
Mstep: Class 6 contains 140145 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 10 contains 22213 members 
Mstep: Class 11 contains 60343 members 
Mstep: Class 12 contains 17595 members 
Mstep: Class 13 contains 67649 members 
Mstep: Class 14 contains 13731 members 
Mstep: Class 15 contains 90138 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 12097 members 
Mstep: Class 18 contains 78160 members 
Mstep: Class 19 contains 83542 members 
Mstep: Class 20 contains 147984 members 
Mstep: Class 21 contains 58538 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 5354 members 
Mstep: Class 24 contains 44514 members 
Mstep: Class 25 contains 10078 members 
Mstep: Class 26 contains 1716 members 
Mstep: Class 27 contains 31914 members 
Mstep: Class 28 contains 5028 members 
Mstep: Class 29 contains 164936 members 
Mstep: Class 30 contains 411 members 
Mstep: Class 31 contains 2463 members 
Mstep: Class 32 contains 9234 members 
Mstep: Class 33 contains 11601 members 
Mstep: Class 34 contains 75854 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 96025 members 
Mstep: Class 37 contains 82925 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 73154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413968.000000 Penalty: 26142.113281
Iteration 202Q: 41 clusters Score -8.741397e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 105919 members 
Mstep: Class 2 contains 6114 members 
Mstep: Class 3 contains 89064 members 
Mstep: Class 4 contains 8208 members 
Mstep: Class 5 contains 100598 members 
Mstep: Class 6 contains 140624 members 
Mstep: Class 7 contains 1509 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 22396 members 
Mstep: Class 11 contains 60401 members 
Mstep: Class 12 contains 17733 members 
Mstep: Class 13 contains 67601 members 
Mstep: Class 14 contains 13791 members 
Mstep: Class 15 contains 90083 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 12123 members 
Mstep: Class 18 contains 78031 members 
Mstep: Class 19 contains 83408 members 
Mstep: Class 20 contains 147649 members 
Mstep: Class 21 contains 58018 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 5364 members 
Mstep: Class 24 contains 44364 members 
Mstep: Class 25 contains 10045 members 
Mstep: Class 26 contains 1722 members 
Mstep: Class 27 contains 31769 members 
Mstep: Class 28 contains 5069 members 
Mstep: Class 29 contains 164888 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 2478 members 
Mstep: Class 32 contains 9297 members 
Mstep: Class 33 contains 11589 members 
Mstep: Class 34 contains 76081 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 96040 members 
Mstep: Class 37 contains 83808 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2200 members 
Mstep: Class 40 contains 73338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87414184.000000 Penalty: 26142.113281
Iteration 203Q: 41 clusters Score -8.741418e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 105683 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 89299 members 
Mstep: Class 4 contains 8171 members 
Mstep: Class 5 contains 100022 members 
Mstep: Class 6 contains 141101 members 
Mstep: Class 7 contains 1517 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 1730 members 
Mstep: Class 10 contains 22585 members 
Mstep: Class 11 contains 60500 members 
Mstep: Class 12 contains 17869 members 
Mstep: Class 13 contains 67540 members 
Mstep: Class 14 contains 13851 members 
Mstep: Class 15 contains 90055 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 12147 members 
Mstep: Class 18 contains 77967 members 
Mstep: Class 19 contains 83226 members 
Mstep: Class 20 contains 147245 members 
Mstep: Class 21 contains 57496 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 5367 members 
Mstep: Class 24 contains 44218 members 
Mstep: Class 25 contains 10011 members 
Mstep: Class 26 contains 1727 members 
Mstep: Class 27 contains 31629 members 
Mstep: Class 28 contains 5109 members 
Mstep: Class 29 contains 164848 members 
Mstep: Class 30 contains 416 members 
Mstep: Class 31 contains 2495 members 
Mstep: Class 32 contains 9351 members 
Mstep: Class 33 contains 11580 members 
Mstep: Class 34 contains 76321 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 96037 members 
Mstep: Class 37 contains 84647 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2200 members 
Mstep: Class 40 contains 73477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87414416.000000 Penalty: 26142.113281
Iteration 204Q: 41 clusters Score -8.741442e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 105456 members 
Mstep: Class 2 contains 5982 members 
Mstep: Class 3 contains 89513 members 
Mstep: Class 4 contains 8126 members 
Mstep: Class 5 contains 99454 members 
Mstep: Class 6 contains 141582 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 1724 members 
Mstep: Class 10 contains 22766 members 
Mstep: Class 11 contains 60648 members 
Mstep: Class 12 contains 18015 members 
Mstep: Class 13 contains 67466 members 
Mstep: Class 14 contains 13901 members 
Mstep: Class 15 contains 90019 members 
Mstep: Class 16 contains 2924 members 
Mstep: Class 17 contains 12187 members 
Mstep: Class 18 contains 77901 members 
Mstep: Class 19 contains 82983 members 
Mstep: Class 20 contains 146826 members 
Mstep: Class 21 contains 56975 members 
Mstep: Class 22 contains 2586 members 
Mstep: Class 23 contains 5363 members 
Mstep: Class 24 contains 44072 members 
Mstep: Class 25 contains 9982 members 
Mstep: Class 26 contains 1730 members 
Mstep: Class 27 contains 31483 members 
Mstep: Class 28 contains 5144 members 
Mstep: Class 29 contains 164840 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2511 members 
Mstep: Class 32 contains 9409 members 
Mstep: Class 33 contains 11581 members 
Mstep: Class 34 contains 76535 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 96049 members 
Mstep: Class 37 contains 85497 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2200 members 
Mstep: Class 40 contains 73628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87414432.000000 Penalty: 26142.113281
Iteration 205Q: 41 clusters Score -8.741443e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 105251 members 
Mstep: Class 2 contains 5931 members 
Mstep: Class 3 contains 89751 members 
Mstep: Class 4 contains 8079 members 
Mstep: Class 5 contains 98912 members 
Mstep: Class 6 contains 141992 members 
Mstep: Class 7 contains 1537 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 22954 members 
Mstep: Class 11 contains 60867 members 
Mstep: Class 12 contains 18159 members 
Mstep: Class 13 contains 67372 members 
Mstep: Class 14 contains 13963 members 
Mstep: Class 15 contains 89985 members 
Mstep: Class 16 contains 2913 members 
Mstep: Class 17 contains 12233 members 
Mstep: Class 18 contains 77825 members 
Mstep: Class 19 contains 82714 members 
Mstep: Class 20 contains 146419 members 
Mstep: Class 21 contains 56490 members 
Mstep: Class 22 contains 2586 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 43960 members 
Mstep: Class 25 contains 9960 members 
Mstep: Class 26 contains 1731 members 
Mstep: Class 27 contains 31339 members 
Mstep: Class 28 contains 5170 members 
Mstep: Class 29 contains 164790 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2527 members 
Mstep: Class 32 contains 9466 members 
Mstep: Class 33 contains 11568 members 
Mstep: Class 34 contains 76799 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96031 members 
Mstep: Class 37 contains 86258 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2200 members 
Mstep: Class 40 contains 73769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87414624.000000 Penalty: 26142.113281
Iteration 206Q: 41 clusters Score -8.741462e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 105082 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 89996 members 
Mstep: Class 4 contains 8004 members 
Mstep: Class 5 contains 98357 members 
Mstep: Class 6 contains 142385 members 
Mstep: Class 7 contains 1545 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 23101 members 
Mstep: Class 11 contains 61098 members 
Mstep: Class 12 contains 18294 members 
Mstep: Class 13 contains 67282 members 
Mstep: Class 14 contains 14036 members 
Mstep: Class 15 contains 89949 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 12274 members 
Mstep: Class 18 contains 77726 members 
Mstep: Class 19 contains 82395 members 
Mstep: Class 20 contains 146046 members 
Mstep: Class 21 contains 56012 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 5357 members 
Mstep: Class 24 contains 43822 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 1729 members 
Mstep: Class 27 contains 31220 members 
Mstep: Class 28 contains 5195 members 
Mstep: Class 29 contains 164697 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2539 members 
Mstep: Class 32 contains 9530 members 
Mstep: Class 33 contains 11562 members 
Mstep: Class 34 contains 77103 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96034 members 
Mstep: Class 37 contains 87072 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 73906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87414304.000000 Penalty: 26142.113281
Iteration 207Q: 41 clusters Score -8.74143e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104920 members 
Mstep: Class 2 contains 5853 members 
Mstep: Class 3 contains 90242 members 
Mstep: Class 4 contains 7931 members 
Mstep: Class 5 contains 97749 members 
Mstep: Class 6 contains 142775 members 
Mstep: Class 7 contains 1548 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 23242 members 
Mstep: Class 11 contains 61319 members 
Mstep: Class 12 contains 18400 members 
Mstep: Class 13 contains 67170 members 
Mstep: Class 14 contains 14108 members 
Mstep: Class 15 contains 89907 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 12304 members 
Mstep: Class 18 contains 77637 members 
Mstep: Class 19 contains 82156 members 
Mstep: Class 20 contains 145654 members 
Mstep: Class 21 contains 55565 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 43682 members 
Mstep: Class 25 contains 9913 members 
Mstep: Class 26 contains 1741 members 
Mstep: Class 27 contains 31097 members 
Mstep: Class 28 contains 5230 members 
Mstep: Class 29 contains 164626 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2558 members 
Mstep: Class 32 contains 9615 members 
Mstep: Class 33 contains 11555 members 
Mstep: Class 34 contains 77446 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 96041 members 
Mstep: Class 37 contains 87845 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 74026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87414064.000000 Penalty: 26142.113281
Iteration 208Q: 41 clusters Score -8.741406e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104801 members 
Mstep: Class 2 contains 5825 members 
Mstep: Class 3 contains 90471 members 
Mstep: Class 4 contains 7880 members 
Mstep: Class 5 contains 97156 members 
Mstep: Class 6 contains 143120 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 1707 members 
Mstep: Class 10 contains 23355 members 
Mstep: Class 11 contains 61564 members 
Mstep: Class 12 contains 18532 members 
Mstep: Class 13 contains 67067 members 
Mstep: Class 14 contains 14156 members 
Mstep: Class 15 contains 89873 members 
Mstep: Class 16 contains 2874 members 
Mstep: Class 17 contains 12337 members 
Mstep: Class 18 contains 77559 members 
Mstep: Class 19 contains 81940 members 
Mstep: Class 20 contains 145243 members 
Mstep: Class 21 contains 55147 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 5317 members 
Mstep: Class 24 contains 43579 members 
Mstep: Class 25 contains 9888 members 
Mstep: Class 26 contains 1758 members 
Mstep: Class 27 contains 30998 members 
Mstep: Class 28 contains 5245 members 
Mstep: Class 29 contains 164571 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2577 members 
Mstep: Class 32 contains 9683 members 
Mstep: Class 33 contains 11536 members 
Mstep: Class 34 contains 77771 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 96091 members 
Mstep: Class 37 contains 88486 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 74127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413968.000000 Penalty: 26142.113281
Iteration 209Q: 41 clusters Score -8.741397e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 5786 members 
Mstep: Class 3 contains 90682 members 
Mstep: Class 4 contains 7831 members 
Mstep: Class 5 contains 96666 members 
Mstep: Class 6 contains 143462 members 
Mstep: Class 7 contains 1559 members 
Mstep: Class 8 contains 461 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 23464 members 
Mstep: Class 11 contains 61801 members 
Mstep: Class 12 contains 18656 members 
Mstep: Class 13 contains 66985 members 
Mstep: Class 14 contains 14211 members 
Mstep: Class 15 contains 89827 members 
Mstep: Class 16 contains 2855 members 
Mstep: Class 17 contains 12372 members 
Mstep: Class 18 contains 77548 members 
Mstep: Class 19 contains 81725 members 
Mstep: Class 20 contains 144820 members 
Mstep: Class 21 contains 54718 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 43495 members 
Mstep: Class 25 contains 9863 members 
Mstep: Class 26 contains 1769 members 
Mstep: Class 27 contains 30897 members 
Mstep: Class 28 contains 5271 members 
Mstep: Class 29 contains 164510 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 2589 members 
Mstep: Class 32 contains 9744 members 
Mstep: Class 33 contains 11518 members 
Mstep: Class 34 contains 78078 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 96149 members 
Mstep: Class 37 contains 89021 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 74221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413744.000000 Penalty: 26142.113281
Iteration 210Q: 41 clusters Score -8.741374e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104597 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 90902 members 
Mstep: Class 4 contains 7780 members 
Mstep: Class 5 contains 96197 members 
Mstep: Class 6 contains 143769 members 
Mstep: Class 7 contains 1566 members 
Mstep: Class 8 contains 460 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 23563 members 
Mstep: Class 11 contains 62043 members 
Mstep: Class 12 contains 18801 members 
Mstep: Class 13 contains 66899 members 
Mstep: Class 14 contains 14251 members 
Mstep: Class 15 contains 89779 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 12413 members 
Mstep: Class 18 contains 77562 members 
Mstep: Class 19 contains 81496 members 
Mstep: Class 20 contains 144437 members 
Mstep: Class 21 contains 54341 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5291 members 
Mstep: Class 24 contains 43406 members 
Mstep: Class 25 contains 9829 members 
Mstep: Class 26 contains 1780 members 
Mstep: Class 27 contains 30791 members 
Mstep: Class 28 contains 5290 members 
Mstep: Class 29 contains 164401 members 
Mstep: Class 30 contains 431 members 
Mstep: Class 31 contains 2600 members 
Mstep: Class 32 contains 9798 members 
Mstep: Class 33 contains 11509 members 
Mstep: Class 34 contains 78403 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 96212 members 
Mstep: Class 37 contains 89499 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 74314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413880.000000 Penalty: 26142.113281
Iteration 211Q: 41 clusters Score -8.741388e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 5676 members 
Mstep: Class 3 contains 91112 members 
Mstep: Class 4 contains 7725 members 
Mstep: Class 5 contains 95662 members 
Mstep: Class 6 contains 144120 members 
Mstep: Class 7 contains 1578 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 23688 members 
Mstep: Class 11 contains 62283 members 
Mstep: Class 12 contains 18928 members 
Mstep: Class 13 contains 66808 members 
Mstep: Class 14 contains 14292 members 
Mstep: Class 15 contains 89734 members 
Mstep: Class 16 contains 2807 members 
Mstep: Class 17 contains 12469 members 
Mstep: Class 18 contains 77539 members 
Mstep: Class 19 contains 81326 members 
Mstep: Class 20 contains 144056 members 
Mstep: Class 21 contains 53987 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5284 members 
Mstep: Class 24 contains 43289 members 
Mstep: Class 25 contains 9802 members 
Mstep: Class 26 contains 1794 members 
Mstep: Class 27 contains 30675 members 
Mstep: Class 28 contains 5310 members 
Mstep: Class 29 contains 164274 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2604 members 
Mstep: Class 32 contains 9848 members 
Mstep: Class 33 contains 11501 members 
Mstep: Class 34 contains 78773 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 96293 members 
Mstep: Class 37 contains 89927 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 74391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413696.000000 Penalty: 26142.113281
Iteration 212Q: 41 clusters Score -8.74137e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 5629 members 
Mstep: Class 3 contains 91301 members 
Mstep: Class 4 contains 7686 members 
Mstep: Class 5 contains 95076 members 
Mstep: Class 6 contains 144505 members 
Mstep: Class 7 contains 1591 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 23788 members 
Mstep: Class 11 contains 62547 members 
Mstep: Class 12 contains 19025 members 
Mstep: Class 13 contains 66718 members 
Mstep: Class 14 contains 14330 members 
Mstep: Class 15 contains 89699 members 
Mstep: Class 16 contains 2780 members 
Mstep: Class 17 contains 12535 members 
Mstep: Class 18 contains 77516 members 
Mstep: Class 19 contains 81169 members 
Mstep: Class 20 contains 143721 members 
Mstep: Class 21 contains 53678 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 5271 members 
Mstep: Class 24 contains 43161 members 
Mstep: Class 25 contains 9770 members 
Mstep: Class 26 contains 1811 members 
Mstep: Class 27 contains 30591 members 
Mstep: Class 28 contains 5322 members 
Mstep: Class 29 contains 164119 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2604 members 
Mstep: Class 32 contains 9885 members 
Mstep: Class 33 contains 11490 members 
Mstep: Class 34 contains 79117 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 96352 members 
Mstep: Class 37 contains 90344 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 74443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413352.000000 Penalty: 26142.113281
Iteration 213Q: 41 clusters Score -8.741335e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104488 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 3 contains 91469 members 
Mstep: Class 4 contains 7633 members 
Mstep: Class 5 contains 94519 members 
Mstep: Class 6 contains 144872 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 1679 members 
Mstep: Class 10 contains 23902 members 
Mstep: Class 11 contains 62866 members 
Mstep: Class 12 contains 19110 members 
Mstep: Class 13 contains 66607 members 
Mstep: Class 14 contains 14357 members 
Mstep: Class 15 contains 89654 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 12603 members 
Mstep: Class 18 contains 77508 members 
Mstep: Class 19 contains 81007 members 
Mstep: Class 20 contains 143372 members 
Mstep: Class 21 contains 53393 members 
Mstep: Class 22 contains 2586 members 
Mstep: Class 23 contains 5250 members 
Mstep: Class 24 contains 43049 members 
Mstep: Class 25 contains 9743 members 
Mstep: Class 26 contains 1826 members 
Mstep: Class 27 contains 30499 members 
Mstep: Class 28 contains 5336 members 
Mstep: Class 29 contains 164011 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2609 members 
Mstep: Class 32 contains 9924 members 
Mstep: Class 33 contains 11484 members 
Mstep: Class 34 contains 79449 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 96377 members 
Mstep: Class 37 contains 90739 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 74493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413072.000000 Penalty: 26142.113281
Iteration 214Q: 41 clusters Score -8.741307e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104434 members 
Mstep: Class 2 contains 5573 members 
Mstep: Class 3 contains 91665 members 
Mstep: Class 4 contains 7551 members 
Mstep: Class 5 contains 93964 members 
Mstep: Class 6 contains 145193 members 
Mstep: Class 7 contains 1609 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 24001 members 
Mstep: Class 11 contains 63230 members 
Mstep: Class 12 contains 19202 members 
Mstep: Class 13 contains 66474 members 
Mstep: Class 14 contains 14385 members 
Mstep: Class 15 contains 89622 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 12669 members 
Mstep: Class 18 contains 77521 members 
Mstep: Class 19 contains 80870 members 
Mstep: Class 20 contains 143021 members 
Mstep: Class 21 contains 53129 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 5231 members 
Mstep: Class 24 contains 42949 members 
Mstep: Class 25 contains 9721 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 30402 members 
Mstep: Class 28 contains 5348 members 
Mstep: Class 29 contains 163864 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 2613 members 
Mstep: Class 32 contains 9965 members 
Mstep: Class 33 contains 11486 members 
Mstep: Class 34 contains 79777 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 96421 members 
Mstep: Class 37 contains 91089 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2198 members 
Mstep: Class 40 contains 74555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413016.000000 Penalty: 26142.113281
Iteration 215Q: 41 clusters Score -8.741302e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104393 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 91862 members 
Mstep: Class 4 contains 7497 members 
Mstep: Class 5 contains 93394 members 
Mstep: Class 6 contains 145508 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 1672 members 
Mstep: Class 10 contains 24092 members 
Mstep: Class 11 contains 63628 members 
Mstep: Class 12 contains 19294 members 
Mstep: Class 13 contains 66353 members 
Mstep: Class 14 contains 14411 members 
Mstep: Class 15 contains 89564 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 17 contains 12726 members 
Mstep: Class 18 contains 77551 members 
Mstep: Class 19 contains 80755 members 
Mstep: Class 20 contains 142694 members 
Mstep: Class 21 contains 52888 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 5216 members 
Mstep: Class 24 contains 42850 members 
Mstep: Class 25 contains 9701 members 
Mstep: Class 26 contains 1846 members 
Mstep: Class 27 contains 30311 members 
Mstep: Class 28 contains 5365 members 
Mstep: Class 29 contains 163742 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 2617 members 
Mstep: Class 32 contains 10009 members 
Mstep: Class 33 contains 11490 members 
Mstep: Class 34 contains 80046 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 96438 members 
Mstep: Class 37 contains 91376 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 74607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412832.000000 Penalty: 26142.113281
Iteration 216Q: 41 clusters Score -8.741283e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104382 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 92045 members 
Mstep: Class 4 contains 7460 members 
Mstep: Class 5 contains 92858 members 
Mstep: Class 6 contains 145824 members 
Mstep: Class 7 contains 1635 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 1671 members 
Mstep: Class 10 contains 24174 members 
Mstep: Class 11 contains 64028 members 
Mstep: Class 12 contains 19355 members 
Mstep: Class 13 contains 66238 members 
Mstep: Class 14 contains 14413 members 
Mstep: Class 15 contains 89508 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 12785 members 
Mstep: Class 18 contains 77539 members 
Mstep: Class 19 contains 80540 members 
Mstep: Class 20 contains 142439 members 
Mstep: Class 21 contains 52685 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 5200 members 
Mstep: Class 24 contains 42765 members 
Mstep: Class 25 contains 9676 members 
Mstep: Class 26 contains 1859 members 
Mstep: Class 27 contains 30241 members 
Mstep: Class 28 contains 5385 members 
Mstep: Class 29 contains 163657 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 2621 members 
Mstep: Class 32 contains 10052 members 
Mstep: Class 33 contains 11491 members 
Mstep: Class 34 contains 80222 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 96460 members 
Mstep: Class 37 contains 91694 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 74633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413168.000000 Penalty: 26142.113281
Iteration 217Q: 41 clusters Score -8.741317e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 5575 members 
Mstep: Class 3 contains 92210 members 
Mstep: Class 4 contains 7415 members 
Mstep: Class 5 contains 92365 members 
Mstep: Class 6 contains 146138 members 
Mstep: Class 7 contains 1649 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 1669 members 
Mstep: Class 10 contains 24231 members 
Mstep: Class 11 contains 64434 members 
Mstep: Class 12 contains 19415 members 
Mstep: Class 13 contains 66106 members 
Mstep: Class 14 contains 14400 members 
Mstep: Class 15 contains 89446 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 12839 members 
Mstep: Class 18 contains 77508 members 
Mstep: Class 19 contains 80359 members 
Mstep: Class 20 contains 142233 members 
Mstep: Class 21 contains 52499 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 5180 members 
Mstep: Class 24 contains 42699 members 
Mstep: Class 25 contains 9656 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 27 contains 30184 members 
Mstep: Class 28 contains 5411 members 
Mstep: Class 29 contains 163558 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 2626 members 
Mstep: Class 32 contains 10084 members 
Mstep: Class 33 contains 11485 members 
Mstep: Class 34 contains 80353 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 96495 members 
Mstep: Class 37 contains 91970 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 74685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413080.000000 Penalty: 26142.113281
Iteration 218Q: 41 clusters Score -8.741308e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 92377 members 
Mstep: Class 4 contains 7387 members 
Mstep: Class 5 contains 91887 members 
Mstep: Class 6 contains 146457 members 
Mstep: Class 7 contains 1658 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 1671 members 
Mstep: Class 10 contains 24326 members 
Mstep: Class 11 contains 64841 members 
Mstep: Class 12 contains 19475 members 
Mstep: Class 13 contains 65976 members 
Mstep: Class 14 contains 14386 members 
Mstep: Class 15 contains 89361 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 12884 members 
Mstep: Class 18 contains 77495 members 
Mstep: Class 19 contains 80157 members 
Mstep: Class 20 contains 142034 members 
Mstep: Class 21 contains 52367 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 5161 members 
Mstep: Class 24 contains 42629 members 
Mstep: Class 25 contains 9628 members 
Mstep: Class 26 contains 1882 members 
Mstep: Class 27 contains 30090 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 163502 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2632 members 
Mstep: Class 32 contains 10110 members 
Mstep: Class 33 contains 11483 members 
Mstep: Class 34 contains 80442 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 96484 members 
Mstep: Class 37 contains 92252 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 74740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412768.000000 Penalty: 26142.113281
Iteration 219Q: 41 clusters Score -8.741277e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104325 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 92526 members 
Mstep: Class 4 contains 7354 members 
Mstep: Class 5 contains 91393 members 
Mstep: Class 6 contains 146802 members 
Mstep: Class 7 contains 1661 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 1672 members 
Mstep: Class 10 contains 24425 members 
Mstep: Class 11 contains 65292 members 
Mstep: Class 12 contains 19540 members 
Mstep: Class 13 contains 65848 members 
Mstep: Class 14 contains 14381 members 
Mstep: Class 15 contains 89292 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 77491 members 
Mstep: Class 19 contains 79977 members 
Mstep: Class 20 contains 141833 members 
Mstep: Class 21 contains 52243 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 5144 members 
Mstep: Class 24 contains 42565 members 
Mstep: Class 25 contains 9602 members 
Mstep: Class 26 contains 1891 members 
Mstep: Class 27 contains 29986 members 
Mstep: Class 28 contains 5441 members 
Mstep: Class 29 contains 163415 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2640 members 
Mstep: Class 32 contains 10137 members 
Mstep: Class 33 contains 11487 members 
Mstep: Class 34 contains 80557 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 96452 members 
Mstep: Class 37 contains 92511 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 74794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412960.000000 Penalty: 26142.113281
Iteration 220F: 41 clusters Score -8.741296e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 5533 members 
Mstep: Class 3 contains 92607 members 
Mstep: Class 4 contains 7311 members 
Mstep: Class 5 contains 90945 members 
Mstep: Class 6 contains 147141 members 
Mstep: Class 7 contains 1668 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 1673 members 
Mstep: Class 10 contains 24521 members 
Mstep: Class 11 contains 65755 members 
Mstep: Class 12 contains 19621 members 
Mstep: Class 13 contains 65713 members 
Mstep: Class 14 contains 14382 members 
Mstep: Class 15 contains 89243 members 
Mstep: Class 16 contains 2605 members 
Mstep: Class 17 contains 12975 members 
Mstep: Class 18 contains 77464 members 
Mstep: Class 19 contains 79804 members 
Mstep: Class 20 contains 141594 members 
Mstep: Class 21 contains 52145 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 5130 members 
Mstep: Class 24 contains 42506 members 
Mstep: Class 25 contains 9582 members 
Mstep: Class 26 contains 1899 members 
Mstep: Class 27 contains 29895 members 
Mstep: Class 28 contains 5451 members 
Mstep: Class 29 contains 163314 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 2647 members 
Mstep: Class 32 contains 10167 members 
Mstep: Class 33 contains 11488 members 
Mstep: Class 34 contains 80703 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 96454 members 
Mstep: Class 37 contains 92673 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 74877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412648.000000 Penalty: 26142.113281
Iteration 221Q: 41 clusters Score -8.741265e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104270 members 
Mstep: Class 2 contains 5520 members 
Mstep: Class 3 contains 92690 members 
Mstep: Class 4 contains 7266 members 
Mstep: Class 5 contains 90499 members 
Mstep: Class 6 contains 147483 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 24644 members 
Mstep: Class 11 contains 66241 members 
Mstep: Class 12 contains 19705 members 
Mstep: Class 13 contains 65613 members 
Mstep: Class 14 contains 14371 members 
Mstep: Class 15 contains 89194 members 
Mstep: Class 16 contains 2582 members 
Mstep: Class 17 contains 13007 members 
Mstep: Class 18 contains 77459 members 
Mstep: Class 19 contains 79656 members 
Mstep: Class 20 contains 141346 members 
Mstep: Class 21 contains 52070 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 5108 members 
Mstep: Class 24 contains 42448 members 
Mstep: Class 25 contains 9561 members 
Mstep: Class 26 contains 1908 members 
Mstep: Class 27 contains 29787 members 
Mstep: Class 28 contains 5456 members 
Mstep: Class 29 contains 163222 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 2653 members 
Mstep: Class 32 contains 10209 members 
Mstep: Class 33 contains 11494 members 
Mstep: Class 34 contains 80868 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 96416 members 
Mstep: Class 37 contains 92764 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 74929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412536.000000 Penalty: 26142.113281
Iteration 222Q: 41 clusters Score -8.741254e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 5508 members 
Mstep: Class 3 contains 92791 members 
Mstep: Class 4 contains 7226 members 
Mstep: Class 5 contains 90037 members 
Mstep: Class 6 contains 147818 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 1668 members 
Mstep: Class 10 contains 24755 members 
Mstep: Class 11 contains 66695 members 
Mstep: Class 12 contains 19795 members 
Mstep: Class 13 contains 65524 members 
Mstep: Class 14 contains 14355 members 
Mstep: Class 15 contains 89154 members 
Mstep: Class 16 contains 2563 members 
Mstep: Class 17 contains 13037 members 
Mstep: Class 18 contains 77429 members 
Mstep: Class 19 contains 79513 members 
Mstep: Class 20 contains 141122 members 
Mstep: Class 21 contains 52010 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 5089 members 
Mstep: Class 24 contains 42394 members 
Mstep: Class 25 contains 9535 members 
Mstep: Class 26 contains 1916 members 
Mstep: Class 27 contains 29670 members 
Mstep: Class 28 contains 5458 members 
Mstep: Class 29 contains 163149 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 2656 members 
Mstep: Class 32 contains 10234 members 
Mstep: Class 33 contains 11497 members 
Mstep: Class 34 contains 81018 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 96368 members 
Mstep: Class 37 contains 92871 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 74997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412392.000000 Penalty: 26142.113281
Iteration 223Q: 41 clusters Score -8.741239e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104262 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 3 contains 92901 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 89665 members 
Mstep: Class 6 contains 148203 members 
Mstep: Class 7 contains 1678 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 1666 members 
Mstep: Class 10 contains 24881 members 
Mstep: Class 11 contains 67136 members 
Mstep: Class 12 contains 19879 members 
Mstep: Class 13 contains 65429 members 
Mstep: Class 14 contains 14329 members 
Mstep: Class 15 contains 89089 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 13068 members 
Mstep: Class 18 contains 77408 members 
Mstep: Class 19 contains 79386 members 
Mstep: Class 20 contains 140901 members 
Mstep: Class 21 contains 51957 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 5074 members 
Mstep: Class 24 contains 42326 members 
Mstep: Class 25 contains 9510 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 29556 members 
Mstep: Class 28 contains 5458 members 
Mstep: Class 29 contains 163054 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 2657 members 
Mstep: Class 32 contains 10262 members 
Mstep: Class 33 contains 11497 members 
Mstep: Class 34 contains 81159 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 96299 members 
Mstep: Class 37 contains 92885 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 75043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412616.000000 Penalty: 26142.113281
Iteration 224Q: 41 clusters Score -8.741262e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104289 members 
Mstep: Class 2 contains 5484 members 
Mstep: Class 3 contains 92948 members 
Mstep: Class 4 contains 7157 members 
Mstep: Class 5 contains 89325 members 
Mstep: Class 6 contains 148574 members 
Mstep: Class 7 contains 1683 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 24967 members 
Mstep: Class 11 contains 67575 members 
Mstep: Class 12 contains 19988 members 
Mstep: Class 13 contains 65338 members 
Mstep: Class 14 contains 14320 members 
Mstep: Class 15 contains 89021 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 13099 members 
Mstep: Class 18 contains 77367 members 
Mstep: Class 19 contains 79261 members 
Mstep: Class 20 contains 140663 members 
Mstep: Class 21 contains 51906 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 42240 members 
Mstep: Class 25 contains 9482 members 
Mstep: Class 26 contains 1932 members 
Mstep: Class 27 contains 29464 members 
Mstep: Class 28 contains 5461 members 
Mstep: Class 29 contains 162933 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2661 members 
Mstep: Class 32 contains 10294 members 
Mstep: Class 33 contains 11497 members 
Mstep: Class 34 contains 81306 members 
Mstep: Class 35 contains 273 members 
Mstep: Class 36 contains 96317 members 
Mstep: Class 37 contains 92866 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 75094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412616.000000 Penalty: 26142.113281
Iteration 225Q: 41 clusters Score -8.741262e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 92961 members 
Mstep: Class 4 contains 7108 members 
Mstep: Class 5 contains 89008 members 
Mstep: Class 6 contains 148925 members 
Mstep: Class 7 contains 1687 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 25089 members 
Mstep: Class 11 contains 68013 members 
Mstep: Class 12 contains 20105 members 
Mstep: Class 13 contains 65229 members 
Mstep: Class 14 contains 14320 members 
Mstep: Class 15 contains 88938 members 
Mstep: Class 16 contains 2537 members 
Mstep: Class 17 contains 13140 members 
Mstep: Class 18 contains 77314 members 
Mstep: Class 19 contains 79152 members 
Mstep: Class 20 contains 140473 members 
Mstep: Class 21 contains 51843 members 
Mstep: Class 22 contains 2593 members 
Mstep: Class 23 contains 5050 members 
Mstep: Class 24 contains 42171 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 1947 members 
Mstep: Class 27 contains 29362 members 
Mstep: Class 28 contains 5465 members 
Mstep: Class 29 contains 162824 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2664 members 
Mstep: Class 32 contains 10336 members 
Mstep: Class 33 contains 11492 members 
Mstep: Class 34 contains 81435 members 
Mstep: Class 35 contains 274 members 
Mstep: Class 36 contains 96298 members 
Mstep: Class 37 contains 92835 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 75166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412632.000000 Penalty: 26142.113281
Iteration 226Q: 41 clusters Score -8.741263e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104256 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 92943 members 
Mstep: Class 4 contains 7064 members 
Mstep: Class 5 contains 88680 members 
Mstep: Class 6 contains 149272 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 25204 members 
Mstep: Class 11 contains 68431 members 
Mstep: Class 12 contains 20244 members 
Mstep: Class 13 contains 65112 members 
Mstep: Class 14 contains 14311 members 
Mstep: Class 15 contains 88863 members 
Mstep: Class 16 contains 2527 members 
Mstep: Class 17 contains 13189 members 
Mstep: Class 18 contains 77266 members 
Mstep: Class 19 contains 79070 members 
Mstep: Class 20 contains 140280 members 
Mstep: Class 21 contains 51759 members 
Mstep: Class 22 contains 2596 members 
Mstep: Class 23 contains 5048 members 
Mstep: Class 24 contains 42119 members 
Mstep: Class 25 contains 9449 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 29260 members 
Mstep: Class 28 contains 5467 members 
Mstep: Class 29 contains 162708 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2664 members 
Mstep: Class 32 contains 10375 members 
Mstep: Class 33 contains 11487 members 
Mstep: Class 34 contains 81562 members 
Mstep: Class 35 contains 274 members 
Mstep: Class 36 contains 96318 members 
Mstep: Class 37 contains 92810 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 75278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412600.000000 Penalty: 26142.113281
Iteration 227Q: 41 clusters Score -8.74126e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104242 members 
Mstep: Class 2 contains 5421 members 
Mstep: Class 3 contains 92937 members 
Mstep: Class 4 contains 7053 members 
Mstep: Class 5 contains 88353 members 
Mstep: Class 6 contains 149627 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 10 contains 25310 members 
Mstep: Class 11 contains 68857 members 
Mstep: Class 12 contains 20373 members 
Mstep: Class 13 contains 64993 members 
Mstep: Class 14 contains 14308 members 
Mstep: Class 15 contains 88785 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 77199 members 
Mstep: Class 19 contains 79016 members 
Mstep: Class 20 contains 140040 members 
Mstep: Class 21 contains 51682 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 42082 members 
Mstep: Class 25 contains 9433 members 
Mstep: Class 26 contains 1978 members 
Mstep: Class 27 contains 29175 members 
Mstep: Class 28 contains 5476 members 
Mstep: Class 29 contains 162552 members 
Mstep: Class 30 contains 437 members 
Mstep: Class 31 contains 2664 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 11480 members 
Mstep: Class 34 contains 81715 members 
Mstep: Class 35 contains 274 members 
Mstep: Class 36 contains 96323 members 
Mstep: Class 37 contains 92736 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 75406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412856.000000 Penalty: 26142.113281
Iteration 228Q: 41 clusters Score -8.741286e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104228 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 92930 members 
Mstep: Class 4 contains 7031 members 
Mstep: Class 5 contains 88068 members 
Mstep: Class 6 contains 149973 members 
Mstep: Class 7 contains 1690 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 1660 members 
Mstep: Class 10 contains 25397 members 
Mstep: Class 11 contains 69272 members 
Mstep: Class 12 contains 20510 members 
Mstep: Class 13 contains 64875 members 
Mstep: Class 14 contains 14316 members 
Mstep: Class 15 contains 88723 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 13267 members 
Mstep: Class 18 contains 77166 members 
Mstep: Class 19 contains 78950 members 
Mstep: Class 20 contains 139734 members 
Mstep: Class 21 contains 51599 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 42050 members 
Mstep: Class 25 contains 9416 members 
Mstep: Class 26 contains 1993 members 
Mstep: Class 27 contains 29083 members 
Mstep: Class 28 contains 5482 members 
Mstep: Class 29 contains 162373 members 
Mstep: Class 30 contains 439 members 
Mstep: Class 31 contains 2665 members 
Mstep: Class 32 contains 10454 members 
Mstep: Class 33 contains 11484 members 
Mstep: Class 34 contains 81906 members 
Mstep: Class 35 contains 274 members 
Mstep: Class 36 contains 96306 members 
Mstep: Class 37 contains 92693 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 75529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412832.000000 Penalty: 26142.113281
Iteration 229Q: 41 clusters Score -8.741283e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104211 members 
Mstep: Class 2 contains 5381 members 
Mstep: Class 3 contains 92869 members 
Mstep: Class 4 contains 7010 members 
Mstep: Class 5 contains 87805 members 
Mstep: Class 6 contains 150331 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 8 contains 451 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 25513 members 
Mstep: Class 11 contains 69686 members 
Mstep: Class 12 contains 20654 members 
Mstep: Class 13 contains 64782 members 
Mstep: Class 14 contains 14330 members 
Mstep: Class 15 contains 88655 members 
Mstep: Class 16 contains 2501 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 77133 members 
Mstep: Class 19 contains 78865 members 
Mstep: Class 20 contains 139423 members 
Mstep: Class 21 contains 51509 members 
Mstep: Class 22 contains 2601 members 
Mstep: Class 23 contains 5028 members 
Mstep: Class 24 contains 42024 members 
Mstep: Class 25 contains 9403 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 28979 members 
Mstep: Class 28 contains 5493 members 
Mstep: Class 29 contains 162211 members 
Mstep: Class 30 contains 439 members 
Mstep: Class 31 contains 2667 members 
Mstep: Class 32 contains 10490 members 
Mstep: Class 33 contains 11489 members 
Mstep: Class 34 contains 82103 members 
Mstep: Class 35 contains 274 members 
Mstep: Class 36 contains 96269 members 
Mstep: Class 37 contains 92654 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 75632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412744.000000 Penalty: 26142.113281
Iteration 230Q: 41 clusters Score -8.741274e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104179 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 92808 members 
Mstep: Class 4 contains 7000 members 
Mstep: Class 5 contains 87523 members 
Mstep: Class 6 contains 150646 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 450 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 10 contains 25588 members 
Mstep: Class 11 contains 70071 members 
Mstep: Class 12 contains 20825 members 
Mstep: Class 13 contains 64706 members 
Mstep: Class 14 contains 14345 members 
Mstep: Class 15 contains 88618 members 
Mstep: Class 16 contains 2492 members 
Mstep: Class 17 contains 13329 members 
Mstep: Class 18 contains 77101 members 
Mstep: Class 19 contains 78817 members 
Mstep: Class 20 contains 139112 members 
Mstep: Class 21 contains 51409 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 5015 members 
Mstep: Class 24 contains 42002 members 
Mstep: Class 25 contains 9393 members 
Mstep: Class 26 contains 2037 members 
Mstep: Class 27 contains 28895 members 
Mstep: Class 28 contains 5500 members 
Mstep: Class 29 contains 162046 members 
Mstep: Class 30 contains 439 members 
Mstep: Class 31 contains 2671 members 
Mstep: Class 32 contains 10530 members 
Mstep: Class 33 contains 11496 members 
Mstep: Class 34 contains 82275 members 
Mstep: Class 35 contains 274 members 
Mstep: Class 36 contains 96298 members 
Mstep: Class 37 contains 92585 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 75745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412800.000000 Penalty: 26142.113281
Iteration 231Q: 41 clusters Score -8.74128e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104141 members 
Mstep: Class 2 contains 5360 members 
Mstep: Class 3 contains 92742 members 
Mstep: Class 4 contains 6997 members 
Mstep: Class 5 contains 87239 members 
Mstep: Class 6 contains 150971 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 450 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 25676 members 
Mstep: Class 11 contains 70507 members 
Mstep: Class 12 contains 20970 members 
Mstep: Class 13 contains 64621 members 
Mstep: Class 14 contains 14357 members 
Mstep: Class 15 contains 88577 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 13364 members 
Mstep: Class 18 contains 77066 members 
Mstep: Class 19 contains 78769 members 
Mstep: Class 20 contains 138788 members 
Mstep: Class 21 contains 51316 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 5008 members 
Mstep: Class 24 contains 41957 members 
Mstep: Class 25 contains 9381 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 28802 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 161921 members 
Mstep: Class 30 contains 439 members 
Mstep: Class 31 contains 2672 members 
Mstep: Class 32 contains 10571 members 
Mstep: Class 33 contains 11498 members 
Mstep: Class 34 contains 82448 members 
Mstep: Class 35 contains 273 members 
Mstep: Class 36 contains 96304 members 
Mstep: Class 37 contains 92497 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 75838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412608.000000 Penalty: 26142.113281
Iteration 232Q: 41 clusters Score -8.741261e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104090 members 
Mstep: Class 2 contains 5355 members 
Mstep: Class 3 contains 92681 members 
Mstep: Class 4 contains 6997 members 
Mstep: Class 5 contains 86945 members 
Mstep: Class 6 contains 151348 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 8 contains 450 members 
Mstep: Class 9 contains 1657 members 
Mstep: Class 10 contains 25773 members 
Mstep: Class 11 contains 70923 members 
Mstep: Class 12 contains 21135 members 
Mstep: Class 13 contains 64513 members 
Mstep: Class 14 contains 14368 members 
Mstep: Class 15 contains 88541 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 13408 members 
Mstep: Class 18 contains 77003 members 
Mstep: Class 19 contains 78766 members 
Mstep: Class 20 contains 138447 members 
Mstep: Class 21 contains 51211 members 
Mstep: Class 22 contains 2597 members 
Mstep: Class 23 contains 5009 members 
Mstep: Class 24 contains 41904 members 
Mstep: Class 25 contains 9373 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 28705 members 
Mstep: Class 28 contains 5539 members 
Mstep: Class 29 contains 161780 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2672 members 
Mstep: Class 32 contains 10623 members 
Mstep: Class 33 contains 11503 members 
Mstep: Class 34 contains 82608 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 96302 members 
Mstep: Class 37 contains 92421 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 75931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412712.000000 Penalty: 26142.113281
Iteration 233Q: 41 clusters Score -8.741271e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104044 members 
Mstep: Class 2 contains 5351 members 
Mstep: Class 3 contains 92614 members 
Mstep: Class 4 contains 6987 members 
Mstep: Class 5 contains 86658 members 
Mstep: Class 6 contains 151768 members 
Mstep: Class 7 contains 1706 members 
Mstep: Class 8 contains 450 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 25851 members 
Mstep: Class 11 contains 71312 members 
Mstep: Class 12 contains 21317 members 
Mstep: Class 13 contains 64419 members 
Mstep: Class 14 contains 14385 members 
Mstep: Class 15 contains 88502 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 13446 members 
Mstep: Class 18 contains 76909 members 
Mstep: Class 19 contains 78721 members 
Mstep: Class 20 contains 138102 members 
Mstep: Class 21 contains 51073 members 
Mstep: Class 22 contains 2596 members 
Mstep: Class 23 contains 5017 members 
Mstep: Class 24 contains 41840 members 
Mstep: Class 25 contains 9368 members 
Mstep: Class 26 contains 2080 members 
Mstep: Class 27 contains 28616 members 
Mstep: Class 28 contains 5557 members 
Mstep: Class 29 contains 161620 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2674 members 
Mstep: Class 32 contains 10682 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 82807 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 96302 members 
Mstep: Class 37 contains 92407 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412880.000000 Penalty: 26142.113281
Iteration 234Q: 41 clusters Score -8.741288e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 5332 members 
Mstep: Class 3 contains 92534 members 
Mstep: Class 4 contains 6975 members 
Mstep: Class 5 contains 86344 members 
Mstep: Class 6 contains 152196 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 449 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 25955 members 
Mstep: Class 11 contains 71695 members 
Mstep: Class 12 contains 21470 members 
Mstep: Class 13 contains 64331 members 
Mstep: Class 14 contains 14400 members 
Mstep: Class 15 contains 88431 members 
Mstep: Class 16 contains 2462 members 
Mstep: Class 17 contains 13478 members 
Mstep: Class 18 contains 76832 members 
Mstep: Class 19 contains 78738 members 
Mstep: Class 20 contains 137774 members 
Mstep: Class 21 contains 50968 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 5025 members 
Mstep: Class 24 contains 41759 members 
Mstep: Class 25 contains 9365 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 28513 members 
Mstep: Class 28 contains 5575 members 
Mstep: Class 29 contains 161481 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2678 members 
Mstep: Class 32 contains 10744 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 82970 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 96291 members 
Mstep: Class 37 contains 92379 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412784.000000 Penalty: 26142.113281
Iteration 235Q: 41 clusters Score -8.741278e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 92423 members 
Mstep: Class 4 contains 6976 members 
Mstep: Class 5 contains 86038 members 
Mstep: Class 6 contains 152622 members 
Mstep: Class 7 contains 1727 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 26061 members 
Mstep: Class 11 contains 72093 members 
Mstep: Class 12 contains 21634 members 
Mstep: Class 13 contains 64243 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 88376 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 13502 members 
Mstep: Class 18 contains 76758 members 
Mstep: Class 19 contains 78770 members 
Mstep: Class 20 contains 137452 members 
Mstep: Class 21 contains 50852 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 5037 members 
Mstep: Class 24 contains 41697 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 2113 members 
Mstep: Class 27 contains 28402 members 
Mstep: Class 28 contains 5592 members 
Mstep: Class 29 contains 161321 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2686 members 
Mstep: Class 32 contains 10806 members 
Mstep: Class 33 contains 11506 members 
Mstep: Class 34 contains 83133 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 96275 members 
Mstep: Class 37 contains 92343 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412736.000000 Penalty: 26142.113281
Iteration 236Q: 41 clusters Score -8.741274e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 92300 members 
Mstep: Class 4 contains 6996 members 
Mstep: Class 5 contains 85705 members 
Mstep: Class 6 contains 153049 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 26137 members 
Mstep: Class 11 contains 72507 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 64163 members 
Mstep: Class 14 contains 14430 members 
Mstep: Class 15 contains 88309 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 13523 members 
Mstep: Class 18 contains 76701 members 
Mstep: Class 19 contains 78802 members 
Mstep: Class 20 contains 137130 members 
Mstep: Class 21 contains 50737 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 5037 members 
Mstep: Class 24 contains 41612 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 2133 members 
Mstep: Class 27 contains 28299 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 161188 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2693 members 
Mstep: Class 32 contains 10876 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 83302 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 96268 members 
Mstep: Class 37 contains 92307 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412816.000000 Penalty: 26142.113281
Iteration 237Q: 41 clusters Score -8.741282e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 5288 members 
Mstep: Class 3 contains 92144 members 
Mstep: Class 4 contains 7005 members 
Mstep: Class 5 contains 85420 members 
Mstep: Class 6 contains 153455 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 26223 members 
Mstep: Class 11 contains 72937 members 
Mstep: Class 12 contains 21997 members 
Mstep: Class 13 contains 64079 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 88232 members 
Mstep: Class 16 contains 2441 members 
Mstep: Class 17 contains 13540 members 
Mstep: Class 18 contains 76596 members 
Mstep: Class 19 contains 78836 members 
Mstep: Class 20 contains 136791 members 
Mstep: Class 21 contains 50649 members 
Mstep: Class 22 contains 2593 members 
Mstep: Class 23 contains 5036 members 
Mstep: Class 24 contains 41532 members 
Mstep: Class 25 contains 9354 members 
Mstep: Class 26 contains 2163 members 
Mstep: Class 27 contains 28174 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 161085 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2703 members 
Mstep: Class 32 contains 10939 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 83509 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 96266 members 
Mstep: Class 37 contains 92245 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412984.000000 Penalty: 26142.113281
Iteration 238Q: 41 clusters Score -8.741298e+07 nChanged 4275
Entering ConstructFrom: 
Score: -87412984.000000 Penalty: 26142.113281
Entering ConstructFrom: 
Trying to split cluster 1 (103822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103822 members 
Entering Unmasked Estep 
Score: -5633082.500000 Penalty: 525.544739
	Iteration 0F: 2 clusters Score -5633082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -5565063.000000 Penalty: 1051.089478
	Iteration 0F: 3 clusters Score -5565063 nChanged 51021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -5596307.000000 Penalty: 1051.089478
	Iteration 1F: 3 clusters Score -5596307 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -5597826.500000 Penalty: 1051.089478
	Iteration 2Q: 3 clusters Score -5597826 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -5600433.500000 Penalty: 1051.089478
	Iteration 3Q: 3 clusters Score -5600434 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -5604865.500000 Penalty: 1051.089478
	Iteration 4F: 3 clusters Score -5604866 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -5610902.500000 Penalty: 1051.089478
	Iteration 5F: 3 clusters Score -5610902 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -5615908.500000 Penalty: 1051.089478
	Iteration 6F: 3 clusters Score -5615908 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70947 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -5618201.500000 Penalty: 1051.089478
	Iteration 7Q: 3 clusters Score -5618202 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -5619033.000000 Penalty: 1051.089478
	Iteration 8Q: 3 clusters Score -5619033 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74949 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -5619823.000000 Penalty: 1051.089478
	Iteration 9Q: 3 clusters Score -5619823 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -5620575.500000 Penalty: 1051.089478
	Iteration 10Q: 3 clusters Score -5620576 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -5621417.000000 Penalty: 1051.089478
	Iteration 11Q: 3 clusters Score -5621417 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -5622322.000000 Penalty: 1051.089478
	Iteration 12Q: 3 clusters Score -5622322 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -5623353.500000 Penalty: 1051.089478
	Iteration 13Q: 3 clusters Score -5623354 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5624385.000000 Penalty: 1051.089478
	Iteration 14Q: 3 clusters Score -5624385 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90410 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -5625485.000000 Penalty: 1051.089478
	Iteration 15Q: 3 clusters Score -5625485 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92846 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -5626618.000000 Penalty: 1051.089478
	Iteration 16Q: 3 clusters Score -5626618 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -5627711.500000 Penalty: 1051.089478
	Iteration 17Q: 3 clusters Score -5627712 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -5628675.500000 Penalty: 1051.089478
	Iteration 18Q: 3 clusters Score -5628676 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -5629492.500000 Penalty: 1051.089478
	Iteration 19Q: 3 clusters Score -5629492 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99769 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5630197.500000 Penalty: 1051.089478
	Iteration 20F: 3 clusters Score -5630198 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5630822.500000 Penalty: 1051.089478
	Iteration 21Q: 3 clusters Score -5630822 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5631334.000000 Penalty: 1051.089478
	Iteration 22Q: 3 clusters Score -5631334 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102166 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5631691.000000 Penalty: 1051.089478
	Iteration 23Q: 3 clusters Score -5631691 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102586 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5631957.500000 Penalty: 1051.089478
	Iteration 24Q: 3 clusters Score -5631958 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102861 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5632148.500000 Penalty: 1051.089478
	Iteration 25Q: 3 clusters Score -5632148 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5632301.500000 Penalty: 1051.089478
	Iteration 26Q: 3 clusters Score -5632302 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103216 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5632403.500000 Penalty: 1051.089478
	Iteration 27Q: 3 clusters Score -5632404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103303 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5632482.000000 Penalty: 1051.089478
	Iteration 28Q: 3 clusters Score -5632482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103368 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5632541.500000 Penalty: 1051.089478
	Iteration 29Q: 3 clusters Score -5632542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5632575.000000 Penalty: 1051.089478
	Iteration 30Q: 3 clusters Score -5632575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103436 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5632603.500000 Penalty: 1051.089478
	Iteration 31Q: 3 clusters Score -5632604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103463 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5632624.500000 Penalty: 1051.089478
	Iteration 32Q: 3 clusters Score -5632624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5632645.500000 Penalty: 1051.089478
	Iteration 33Q: 3 clusters Score -5632646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5632653.500000 Penalty: 1051.089478
	Iteration 34Q: 3 clusters Score -5632654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5632660.500000 Penalty: 1051.089478
	Iteration 35Q: 3 clusters Score -5632660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5632670.500000 Penalty: 1051.089478
	Iteration 36Q: 3 clusters Score -5632670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5632678.000000 Penalty: 1051.089478
	Iteration 37Q: 3 clusters Score -5632678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5632677.500000 Penalty: 1051.089478
	Iteration 38Q: 3 clusters Score -5632678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5632674.000000 Penalty: 1051.089478
	Iteration 39Q: 3 clusters Score -5632674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5632676.500000 Penalty: 1051.089478
	Iteration 40F: 3 clusters Score -5632676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103529 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5632680.500000 Penalty: 1051.089478
	Iteration 41Q: 3 clusters Score -5632680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5632678.500000 Penalty: 1051.089478
	Iteration 42Q: 3 clusters Score -5632678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103537 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5632681.000000 Penalty: 1051.089478
	Iteration 43Q: 3 clusters Score -5632681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5632682.500000 Penalty: 1051.089478
	Iteration 44Q: 3 clusters Score -5632682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5632686.500000 Penalty: 1051.089478
	Iteration 45Q: 3 clusters Score -5632686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5632686.500000 Penalty: 1051.089478
	Iteration 46F: 3 clusters Score -5632686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Entering Unmasked Estep 
Score: -290929.500000 Penalty: 390.063171
	Iteration 0F: 2 clusters Score -290929.5 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 2601 members 
Entering Unmasked Estep 
Score: -287376.031250 Penalty: 780.126343
	Iteration 0F: 3 clusters Score -287376 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -288758.437500 Penalty: 780.126343
	Iteration 1F: 3 clusters Score -288758.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -288857.656250 Penalty: 780.126343
	Iteration 2Q: 3 clusters Score -288857.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -288965.218750 Penalty: 780.126343
	Iteration 3Q: 3 clusters Score -288965.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -289098.406250 Penalty: 780.126343
	Iteration 4Q: 3 clusters Score -289098.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -289296.687500 Penalty: 780.126343
	Iteration 5F: 3 clusters Score -289296.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -289580.562500 Penalty: 780.126343
	Iteration 6F: 3 clusters Score -289580.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -289836.437500 Penalty: 780.126343
	Iteration 7F: 3 clusters Score -289836.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -289994.156250 Penalty: 780.126343
	Iteration 8Q: 3 clusters Score -289994.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -290092.468750 Penalty: 780.126343
	Iteration 9Q: 3 clusters Score -290092.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -290168.843750 Penalty: 780.126343
	Iteration 10Q: 3 clusters Score -290168.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -290229.093750 Penalty: 780.126343
	Iteration 11Q: 3 clusters Score -290229.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -290265.281250 Penalty: 780.126343
	Iteration 12Q: 3 clusters Score -290265.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -290285.031250 Penalty: 780.126343
	Iteration 13Q: 3 clusters Score -290285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -290295.781250 Penalty: 780.126343
	Iteration 14Q: 3 clusters Score -290295.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -290306.968750 Penalty: 780.126343
	Iteration 15Q: 3 clusters Score -290307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -290321.281250 Penalty: 780.126343
	Iteration 16Q: 3 clusters Score -290321.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -290334.500000 Penalty: 780.126343
	Iteration 17Q: 3 clusters Score -290334.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -290352.250000 Penalty: 780.126343
	Iteration 18Q: 3 clusters Score -290352.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -290368.000000 Penalty: 780.126343
	Iteration 19Q: 3 clusters Score -290368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -290384.156250 Penalty: 780.126343
	Iteration 20F: 3 clusters Score -290384.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -290400.312500 Penalty: 780.126343
	Iteration 21Q: 3 clusters Score -290400.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -290422.343750 Penalty: 780.126343
	Iteration 22Q: 3 clusters Score -290422.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -290440.968750 Penalty: 780.126343
	Iteration 23Q: 3 clusters Score -290441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -290461.531250 Penalty: 780.126343
	Iteration 24Q: 3 clusters Score -290461.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -290478.968750 Penalty: 780.126343
	Iteration 25Q: 3 clusters Score -290479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -290487.250000 Penalty: 780.126343
	Iteration 26Q: 3 clusters Score -290487.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -290498.000000 Penalty: 780.126343
	Iteration 27Q: 3 clusters Score -290498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -290504.031250 Penalty: 780.126343
	Iteration 28Q: 3 clusters Score -290504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -290507.812500 Penalty: 780.126343
	Iteration 29Q: 3 clusters Score -290507.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -290511.593750 Penalty: 780.126343
	Iteration 30Q: 3 clusters Score -290511.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -290513.750000 Penalty: 780.126343
	Iteration 31Q: 3 clusters Score -290513.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -290517.000000 Penalty: 780.126343
	Iteration 32Q: 3 clusters Score -290517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -290521.562500 Penalty: 780.126343
	Iteration 33Q: 3 clusters Score -290521.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -290525.281250 Penalty: 780.126343
	Iteration 34Q: 3 clusters Score -290525.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -290528.437500 Penalty: 780.126343
	Iteration 35Q: 3 clusters Score -290528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -290532.156250 Penalty: 780.126343
	Iteration 36Q: 3 clusters Score -290532.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -290533.937500 Penalty: 780.126343
	Iteration 37Q: 3 clusters Score -290533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -290534.750000 Penalty: 780.126343
	Iteration 38Q: 3 clusters Score -290534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -290535.000000 Penalty: 780.126343
	Iteration 39Q: 3 clusters Score -290535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -290534.531250 Penalty: 780.126343
	Iteration 40F: 3 clusters Score -290534.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Entering Unmasked Estep 
Score: -5052253.000000 Penalty: 520.024963
	Iteration 0F: 2 clusters Score -5052253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -4991204.000000 Penalty: 1040.049927
	Iteration 0F: 3 clusters Score -4991204 nChanged 45074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -5018941.000000 Penalty: 1040.049927
	Iteration 1F: 3 clusters Score -5018941 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57837 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -5021058.000000 Penalty: 1040.049927
	Iteration 2F: 3 clusters Score -5021058 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -5025237.500000 Penalty: 1040.049927
	Iteration 3F: 3 clusters Score -5025238 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -5032287.500000 Penalty: 1040.049927
	Iteration 4F: 3 clusters Score -5032288 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -5041341.000000 Penalty: 1040.049927
	Iteration 5F: 3 clusters Score -5041341 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -5048034.000000 Penalty: 1040.049927
	Iteration 6F: 3 clusters Score -5048034 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5050876.500000 Penalty: 1040.049927
	Iteration 7Q: 3 clusters Score -5050876 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91771 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5051569.000000 Penalty: 1040.049927
	Iteration 8Q: 3 clusters Score -5051569 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5051709.500000 Penalty: 1040.049927
	Iteration 9Q: 3 clusters Score -5051710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5051739.000000 Penalty: 1040.049927
	Iteration 10Q: 3 clusters Score -5051739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -5051771.500000 Penalty: 1040.049927
	Iteration 11Q: 3 clusters Score -5051772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5051771.000000 Penalty: 1040.049927
	Iteration 12Q: 3 clusters Score -5051771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -5051774.500000 Penalty: 1040.049927
	Iteration 13Q: 3 clusters Score -5051774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5051777.500000 Penalty: 1040.049927
	Iteration 14Q: 3 clusters Score -5051778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5051777.500000 Penalty: 1040.049927
	Iteration 15F: 3 clusters Score -5051778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Entering Unmasked Estep 
Score: -404217.656250 Penalty: 402.874268
	Iteration 0F: 2 clusters Score -404217.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -399531.812500 Penalty: 805.748535
	Iteration 0F: 3 clusters Score -399531.8 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -401300.000000 Penalty: 805.748535
	Iteration 1F: 3 clusters Score -401300 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -401390.312500 Penalty: 805.748535
	Iteration 2Q: 3 clusters Score -401390.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -401494.468750 Penalty: 805.748535
	Iteration 3Q: 3 clusters Score -401494.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -401637.718750 Penalty: 805.748535
	Iteration 4Q: 3 clusters Score -401637.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -401808.437500 Penalty: 805.748535
	Iteration 5F: 3 clusters Score -401808.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -402065.781250 Penalty: 805.748535
	Iteration 6F: 3 clusters Score -402065.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -402483.875000 Penalty: 805.748535
	Iteration 7F: 3 clusters Score -402483.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -403005.593750 Penalty: 805.748535
	Iteration 8F: 3 clusters Score -403005.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -403462.562500 Penalty: 805.748535
	Iteration 9F: 3 clusters Score -403462.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -403726.531250 Penalty: 805.748535
	Iteration 10Q: 3 clusters Score -403726.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -403802.062500 Penalty: 805.748535
	Iteration 11Q: 3 clusters Score -403802.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -403835.093750 Penalty: 805.748535
	Iteration 12Q: 3 clusters Score -403835.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -403856.812500 Penalty: 805.748535
	Iteration 13Q: 3 clusters Score -403856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -403873.656250 Penalty: 805.748535
	Iteration 14Q: 3 clusters Score -403873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -403879.718750 Penalty: 805.748535
	Iteration 15Q: 3 clusters Score -403879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -403880.906250 Penalty: 805.748535
	Iteration 16Q: 3 clusters Score -403880.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -403880.906250 Penalty: 805.748535
	Iteration 17F: 3 clusters Score -403880.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (85170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Entering Unmasked Estep 
Score: -4728454.500000 Penalty: 516.534424
	Iteration 0F: 2 clusters Score -4728454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -4671636.000000 Penalty: 1033.068848
	Iteration 0F: 3 clusters Score -4671636 nChanged 41587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4697231.500000 Penalty: 1033.068848
	Iteration 1F: 3 clusters Score -4697232 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -4699442.500000 Penalty: 1033.068848
	Iteration 2F: 3 clusters Score -4699442 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -4703888.500000 Penalty: 1033.068848
	Iteration 3F: 3 clusters Score -4703888 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69526 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4711349.000000 Penalty: 1033.068848
	Iteration 4F: 3 clusters Score -4711349 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -4720100.000000 Penalty: 1033.068848
	Iteration 5F: 3 clusters Score -4720100 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4725846.500000 Penalty: 1033.068848
	Iteration 6F: 3 clusters Score -4725846 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84770 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4727577.500000 Penalty: 1033.068848
	Iteration 7Q: 3 clusters Score -4727578 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4727913.000000 Penalty: 1033.068848
	Iteration 8Q: 3 clusters Score -4727913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -4727961.500000 Penalty: 1033.068848
	Iteration 9Q: 3 clusters Score -4727962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4727976.500000 Penalty: 1033.068848
	Iteration 10Q: 3 clusters Score -4727976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -4727982.000000 Penalty: 1033.068848
	Iteration 11Q: 3 clusters Score -4727982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4727983.500000 Penalty: 1033.068848
	Iteration 12Q: 3 clusters Score -4727984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -4727983.500000 Penalty: 1033.068848
	Iteration 13F: 3 clusters Score -4727984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (153908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Entering Unmasked Estep 
Score: -7973227.000000 Penalty: 543.457031
	Iteration 0F: 2 clusters Score -7973227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -7869400.500000 Penalty: 1086.914062
	Iteration 0F: 3 clusters Score -7869400 nChanged 75716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89631 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -7916143.500000 Penalty: 1086.914062
	Iteration 1F: 3 clusters Score -7916144 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97042 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -7919625.500000 Penalty: 1086.914062
	Iteration 2F: 3 clusters Score -7919626 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108149 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -7926823.000000 Penalty: 1086.914062
	Iteration 3F: 3 clusters Score -7926823 nChanged 14949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123096 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -7939853.500000 Penalty: 1086.914062
	Iteration 4F: 3 clusters Score -7939854 nChanged 15663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138759 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -7956129.000000 Penalty: 1086.914062
	Iteration 5F: 3 clusters Score -7956129 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149225 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -7967531.500000 Penalty: 1086.914062
	Iteration 6F: 3 clusters Score -7967532 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153076 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7971835.500000 Penalty: 1086.914062
	Iteration 7Q: 3 clusters Score -7971836 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -7972566.500000 Penalty: 1086.914062
	Iteration 8Q: 3 clusters Score -7972566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153865 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -7972697.500000 Penalty: 1086.914062
	Iteration 9Q: 3 clusters Score -7972698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -7972720.500000 Penalty: 1086.914062
	Iteration 10Q: 3 clusters Score -7972720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7972733.000000 Penalty: 1086.914062
	Iteration 11Q: 3 clusters Score -7972733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7972733.000000 Penalty: 1086.914062
	Iteration 12F: 3 clusters Score -7972733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -7972733.500000 Penalty: 1086.914062
	Iteration 13Q: 3 clusters Score -7972734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -7972736.500000 Penalty: 1086.914062
	Iteration 14Q: 3 clusters Score -7972736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -7972738.500000 Penalty: 1086.914062
	Iteration 15Q: 3 clusters Score -7972738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -7972738.500000 Penalty: 1086.914062
	Iteration 16F: 3 clusters Score -7972738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -94664.101562 Penalty: 340.102112
	Iteration 0F: 2 clusters Score -94664.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -93362.828125 Penalty: 680.204224
	Iteration 0F: 3 clusters Score -93362.83 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -93754.109375 Penalty: 680.204224
	Iteration 1F: 3 clusters Score -93754.11 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -93800.898438 Penalty: 680.204224
	Iteration 2F: 3 clusters Score -93800.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -93844.335938 Penalty: 680.204224
	Iteration 3Q: 3 clusters Score -93844.34 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -93884.367188 Penalty: 680.204224
	Iteration 4Q: 3 clusters Score -93884.37 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -93921.679688 Penalty: 680.204224
	Iteration 5Q: 3 clusters Score -93921.68 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -93957.445312 Penalty: 680.204224
	Iteration 6Q: 3 clusters Score -93957.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -93991.968750 Penalty: 680.204224
	Iteration 7Q: 3 clusters Score -93991.97 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -94034.882812 Penalty: 680.204224
	Iteration 8Q: 3 clusters Score -94034.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94072.031250 Penalty: 680.204224
	Iteration 9Q: 3 clusters Score -94072.03 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -94131.093750 Penalty: 680.204224
	Iteration 10Q: 3 clusters Score -94131.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -94183.257812 Penalty: 680.204224
	Iteration 11Q: 3 clusters Score -94183.26 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -94241.859375 Penalty: 680.204224
	Iteration 12Q: 3 clusters Score -94241.86 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -94289.742188 Penalty: 680.204224
	Iteration 13Q: 3 clusters Score -94289.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -94322.742188 Penalty: 680.204224
	Iteration 14Q: 3 clusters Score -94322.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -94347.515625 Penalty: 680.204224
	Iteration 15Q: 3 clusters Score -94347.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -94376.882812 Penalty: 680.204224
	Iteration 16Q: 3 clusters Score -94376.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -94410.953125 Penalty: 680.204224
	Iteration 17Q: 3 clusters Score -94410.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -94420.601562 Penalty: 680.204224
	Iteration 18Q: 3 clusters Score -94420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -94427.132812 Penalty: 680.204224
	Iteration 19Q: 3 clusters Score -94427.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -94429.648438 Penalty: 680.204224
	Iteration 20F: 3 clusters Score -94429.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -94432.921875 Penalty: 680.204224
	Iteration 21Q: 3 clusters Score -94432.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -94433.765625 Penalty: 680.204224
	Iteration 22Q: 3 clusters Score -94433.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -94436.117188 Penalty: 680.204224
	Iteration 23Q: 3 clusters Score -94436.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -94437.742188 Penalty: 680.204224
	Iteration 24Q: 3 clusters Score -94437.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -94437.742188 Penalty: 680.204224
	Iteration 25F: 3 clusters Score -94437.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -19658.421875 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -19658.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19214.517578 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -19214.52 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19372.929688 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -19372.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19409.507812 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -19409.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -19432.792969 Penalty: 555.332825
	Iteration 3Q: 3 clusters Score -19432.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -19490.273438 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -19490.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -19509.527344 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -19509.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -19524.271484 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -19524.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19536.146484 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -19536.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -19550.017578 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -19550.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -19558.933594 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -19558.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19566.710938 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -19566.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19572.957031 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -19572.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -19574.447266 Penalty: 555.332825
	Iteration 12Q: 3 clusters Score -19574.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -19575.929688 Penalty: 555.332825
	Iteration 13Q: 3 clusters Score -19575.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -19576.695312 Penalty: 555.332825
	Iteration 14Q: 3 clusters Score -19576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -19576.695312 Penalty: 555.332825
	Iteration 15F: 3 clusters Score -19576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -87770.320312 Penalty: 337.170776
	Iteration 0F: 2 clusters Score -87770.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -86570.554688 Penalty: 674.341553
	Iteration 0F: 3 clusters Score -86570.55 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -86984.789062 Penalty: 674.341553
	Iteration 1F: 3 clusters Score -86984.79 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -87080.242188 Penalty: 674.341553
	Iteration 2F: 3 clusters Score -87080.24 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -87165.929688 Penalty: 674.341553
	Iteration 3F: 3 clusters Score -87165.93 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -87233.617188 Penalty: 674.341553
	Iteration 4F: 3 clusters Score -87233.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -87281.359375 Penalty: 674.341553
	Iteration 5Q: 3 clusters Score -87281.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -87323.109375 Penalty: 674.341553
	Iteration 6Q: 3 clusters Score -87323.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -87359.546875 Penalty: 674.341553
	Iteration 7Q: 3 clusters Score -87359.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -87384.421875 Penalty: 674.341553
	Iteration 8Q: 3 clusters Score -87384.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -87400.453125 Penalty: 674.341553
	Iteration 9Q: 3 clusters Score -87400.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -87408.437500 Penalty: 674.341553
	Iteration 10Q: 3 clusters Score -87408.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -87416.093750 Penalty: 674.341553
	Iteration 11Q: 3 clusters Score -87416.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -87423.453125 Penalty: 674.341553
	Iteration 12Q: 3 clusters Score -87423.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -87432.843750 Penalty: 674.341553
	Iteration 13Q: 3 clusters Score -87432.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -87442.960938 Penalty: 674.341553
	Iteration 14Q: 3 clusters Score -87442.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -87456.078125 Penalty: 674.341553
	Iteration 15Q: 3 clusters Score -87456.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -87468.734375 Penalty: 674.341553
	Iteration 16Q: 3 clusters Score -87468.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -87479.484375 Penalty: 674.341553
	Iteration 17Q: 3 clusters Score -87479.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -87489.140625 Penalty: 674.341553
	Iteration 18Q: 3 clusters Score -87489.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -87494.476562 Penalty: 674.341553
	Iteration 19Q: 3 clusters Score -87494.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -87495.562500 Penalty: 674.341553
	Iteration 20F: 3 clusters Score -87495.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -87496.164062 Penalty: 674.341553
	Iteration 21Q: 3 clusters Score -87496.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -87496.234375 Penalty: 674.341553
	Iteration 22Q: 3 clusters Score -87496.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -87496.234375 Penalty: 674.341553
	Iteration 23F: 3 clusters Score -87496.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Entering Unmasked Estep 
Score: -1459093.625000 Penalty: 463.114960
	Iteration 0F: 2 clusters Score -1459094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1441582.875000 Penalty: 926.229919
	Iteration 0F: 3 clusters Score -1441583 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1448641.125000 Penalty: 926.229919
	Iteration 1F: 3 clusters Score -1448641 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1448914.875000 Penalty: 926.229919
	Iteration 2Q: 3 clusters Score -1448915 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1449361.250000 Penalty: 926.229919
	Iteration 3Q: 3 clusters Score -1449361 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1450128.750000 Penalty: 926.229919
	Iteration 4Q: 3 clusters Score -1450129 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1451378.250000 Penalty: 926.229919
	Iteration 5F: 3 clusters Score -1451378 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1453066.625000 Penalty: 926.229919
	Iteration 6F: 3 clusters Score -1453067 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1454414.375000 Penalty: 926.229919
	Iteration 7F: 3 clusters Score -1454414 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -1455145.250000 Penalty: 926.229919
	Iteration 8Q: 3 clusters Score -1455145 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1455664.000000 Penalty: 926.229919
	Iteration 9Q: 3 clusters Score -1455664 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1456100.750000 Penalty: 926.229919
	Iteration 10Q: 3 clusters Score -1456101 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1456494.375000 Penalty: 926.229919
	Iteration 11Q: 3 clusters Score -1456494 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -1456907.250000 Penalty: 926.229919
	Iteration 12Q: 3 clusters Score -1456907 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1457313.125000 Penalty: 926.229919
	Iteration 13Q: 3 clusters Score -1457313 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1457689.000000 Penalty: 926.229919
	Iteration 14Q: 3 clusters Score -1457689 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1458004.375000 Penalty: 926.229919
	Iteration 15Q: 3 clusters Score -1458004 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -1458244.250000 Penalty: 926.229919
	Iteration 16Q: 3 clusters Score -1458244 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -1458361.875000 Penalty: 926.229919
	Iteration 17Q: 3 clusters Score -1458362 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1458411.625000 Penalty: 926.229919
	Iteration 18Q: 3 clusters Score -1458412 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1458434.750000 Penalty: 926.229919
	Iteration 19Q: 3 clusters Score -1458435 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1458501.875000 Penalty: 926.229919
	Iteration 20F: 3 clusters Score -1458502 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1458521.250000 Penalty: 926.229919
	Iteration 21Q: 3 clusters Score -1458521 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1458526.625000 Penalty: 926.229919
	Iteration 22Q: 3 clusters Score -1458527 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1458524.000000 Penalty: 926.229919
	Iteration 23Q: 3 clusters Score -1458524 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1458520.375000 Penalty: 926.229919
	Iteration 24Q: 3 clusters Score -1458520 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1458518.750000 Penalty: 926.229919
	Iteration 25Q: 3 clusters Score -1458519 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1458523.875000 Penalty: 926.229919
	Iteration 26Q: 3 clusters Score -1458524 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1458522.500000 Penalty: 926.229919
	Iteration 27Q: 3 clusters Score -1458522 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1458533.125000 Penalty: 926.229919
	Iteration 28Q: 3 clusters Score -1458533 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1458525.250000 Penalty: 926.229919
	Iteration 29Q: 3 clusters Score -1458525 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1458534.750000 Penalty: 926.229919
	Iteration 30Q: 3 clusters Score -1458535 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1458529.875000 Penalty: 926.229919
	Iteration 31Q: 3 clusters Score -1458530 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1458523.875000 Penalty: 926.229919
	Iteration 32Q: 3 clusters Score -1458524 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1458529.125000 Penalty: 926.229919
	Iteration 33Q: 3 clusters Score -1458529 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1458526.875000 Penalty: 926.229919
	Iteration 34Q: 3 clusters Score -1458527 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1458526.500000 Penalty: 926.229919
	Iteration 35Q: 3 clusters Score -1458526 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1458537.375000 Penalty: 926.229919
	Iteration 36Q: 3 clusters Score -1458537 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1458539.125000 Penalty: 926.229919
	Iteration 37Q: 3 clusters Score -1458539 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1458541.750000 Penalty: 926.229919
	Iteration 38Q: 3 clusters Score -1458542 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1458551.250000 Penalty: 926.229919
	Iteration 39Q: 3 clusters Score -1458551 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1458550.000000 Penalty: 926.229919
	Iteration 40F: 3 clusters Score -1458550 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1458552.875000 Penalty: 926.229919
	Iteration 41Q: 3 clusters Score -1458553 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1458552.625000 Penalty: 926.229919
	Iteration 42Q: 3 clusters Score -1458553 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1458555.250000 Penalty: 926.229919
	Iteration 43Q: 3 clusters Score -1458555 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1458548.750000 Penalty: 926.229919
	Iteration 44Q: 3 clusters Score -1458549 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1458552.625000 Penalty: 926.229919
	Iteration 45Q: 3 clusters Score -1458553 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1458550.625000 Penalty: 926.229919
	Iteration 46Q: 3 clusters Score -1458551 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1458557.625000 Penalty: 926.229919
	Iteration 47Q: 3 clusters Score -1458558 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1458552.250000 Penalty: 926.229919
	Iteration 48Q: 3 clusters Score -1458552 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1458557.625000 Penalty: 926.229919
	Iteration 49Q: 3 clusters Score -1458558 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1458557.125000 Penalty: 926.229919
	Iteration 50Q: 3 clusters Score -1458557 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1458562.625000 Penalty: 926.229919
	Iteration 51Q: 3 clusters Score -1458563 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1458565.375000 Penalty: 926.229919
	Iteration 52Q: 3 clusters Score -1458565 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1458572.125000 Penalty: 926.229919
	Iteration 53Q: 3 clusters Score -1458572 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1458566.875000 Penalty: 926.229919
	Iteration 54Q: 3 clusters Score -1458567 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1458567 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1458564.000000 Penalty: 926.229919
	Iteration 56Q: 3 clusters Score -1458564 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1458576.500000 Penalty: 926.229919
	Iteration 57Q: 3 clusters Score -1458576 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1458576.625000 Penalty: 926.229919
	Iteration 58Q: 3 clusters Score -1458577 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1458579.250000 Penalty: 926.229919
	Iteration 59Q: 3 clusters Score -1458579 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1458579.375000 Penalty: 926.229919
	Iteration 60F: 3 clusters Score -1458579 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1458579.625000 Penalty: 926.229919
	Iteration 61Q: 3 clusters Score -1458580 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1458574.375000 Penalty: 926.229919
	Iteration 62Q: 3 clusters Score -1458574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1458579.625000 Penalty: 926.229919
	Iteration 63Q: 3 clusters Score -1458580 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1458589.125000 Penalty: 926.229919
	Iteration 64Q: 3 clusters Score -1458589 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1458597.250000 Penalty: 926.229919
	Iteration 65Q: 3 clusters Score -1458597 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1458591.375000 Penalty: 926.229919
	Iteration 66Q: 3 clusters Score -1458591 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1458590.625000 Penalty: 926.229919
	Iteration 67Q: 3 clusters Score -1458591 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1458592.500000 Penalty: 926.229919
	Iteration 68Q: 3 clusters Score -1458592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1458593 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1458598.625000 Penalty: 926.229919
	Iteration 70Q: 3 clusters Score -1458599 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1458593.250000 Penalty: 926.229919
	Iteration 71Q: 3 clusters Score -1458593 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1458598.750000 Penalty: 926.229919
	Iteration 72Q: 3 clusters Score -1458599 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1458605.250000 Penalty: 926.229919
	Iteration 73Q: 3 clusters Score -1458605 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1458608.625000 Penalty: 926.229919
	Iteration 74Q: 3 clusters Score -1458609 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1458605.875000 Penalty: 926.229919
	Iteration 75Q: 3 clusters Score -1458606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1458603.875000 Penalty: 926.229919
	Iteration 76Q: 3 clusters Score -1458604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1458604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1458598.375000 Penalty: 926.229919
	Iteration 78Q: 3 clusters Score -1458598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1458594.750000 Penalty: 926.229919
	Iteration 79Q: 3 clusters Score -1458595 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1458594.625000 Penalty: 926.229919
	Iteration 80F: 3 clusters Score -1458595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1458596.250000 Penalty: 926.229919
	Iteration 81Q: 3 clusters Score -1458596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1458588.250000 Penalty: 926.229919
	Iteration 82Q: 3 clusters Score -1458588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1458592.125000 Penalty: 926.229919
	Iteration 83Q: 3 clusters Score -1458592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1458591.000000 Penalty: 926.229919
	Iteration 84Q: 3 clusters Score -1458591 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1458592.750000 Penalty: 926.229919
	Iteration 85Q: 3 clusters Score -1458593 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1458591.500000 Penalty: 926.229919
	Iteration 86Q: 3 clusters Score -1458592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1458594.000000 Penalty: 926.229919
	Iteration 87Q: 3 clusters Score -1458594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1458590.750000 Penalty: 926.229919
	Iteration 88Q: 3 clusters Score -1458591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1458590.250000 Penalty: 926.229919
	Iteration 89Q: 3 clusters Score -1458590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1458591.500000 Penalty: 926.229919
	Iteration 90Q: 3 clusters Score -1458592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1458586.875000 Penalty: 926.229919
	Iteration 91Q: 3 clusters Score -1458587 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1458580.875000 Penalty: 926.229919
	Iteration 92Q: 3 clusters Score -1458581 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1458582.875000 Penalty: 926.229919
	Iteration 93Q: 3 clusters Score -1458583 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1458584.250000 Penalty: 926.229919
	Iteration 94Q: 3 clusters Score -1458584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1458579.875000 Penalty: 926.229919
	Iteration 95Q: 3 clusters Score -1458580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1458576.875000 Penalty: 926.229919
	Iteration 96Q: 3 clusters Score -1458577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1458579.500000 Penalty: 926.229919
	Iteration 97Q: 3 clusters Score -1458580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1458579.500000 Penalty: 926.229919
	Iteration 98Q: 3 clusters Score -1458580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1458578.875000 Penalty: 926.229919
	Iteration 99Q: 3 clusters Score -1458579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1458571.750000 Penalty: 926.229919
	Iteration 100F: 3 clusters Score -1458572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1458569.875000 Penalty: 926.229919
	Iteration 101Q: 3 clusters Score -1458570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1458565.000000 Penalty: 926.229919
	Iteration 102Q: 3 clusters Score -1458565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1458563.000000 Penalty: 926.229919
	Iteration 103Q: 3 clusters Score -1458563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1458560.875000 Penalty: 926.229919
	Iteration 104Q: 3 clusters Score -1458561 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1458551.750000 Penalty: 926.229919
	Iteration 105Q: 3 clusters Score -1458552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1458550.875000 Penalty: 926.229919
	Iteration 106Q: 3 clusters Score -1458551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1458551.625000 Penalty: 926.229919
	Iteration 107Q: 3 clusters Score -1458552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1458547.375000 Penalty: 926.229919
	Iteration 108Q: 3 clusters Score -1458547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1458546.625000 Penalty: 926.229919
	Iteration 109Q: 3 clusters Score -1458547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1458547.875000 Penalty: 926.229919
	Iteration 110Q: 3 clusters Score -1458548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1458552.625000 Penalty: 926.229919
	Iteration 111Q: 3 clusters Score -1458553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1458548.250000 Penalty: 926.229919
	Iteration 112Q: 3 clusters Score -1458548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1458546.750000 Penalty: 926.229919
	Iteration 113Q: 3 clusters Score -1458547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1458545.875000 Penalty: 926.229919
	Iteration 114Q: 3 clusters Score -1458546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1458542.250000 Penalty: 926.229919
	Iteration 115Q: 3 clusters Score -1458542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1458538.875000 Penalty: 926.229919
	Iteration 116Q: 3 clusters Score -1458539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1458537.500000 Penalty: 926.229919
	Iteration 117Q: 3 clusters Score -1458538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1458537.250000 Penalty: 926.229919
	Iteration 118Q: 3 clusters Score -1458537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1458535.500000 Penalty: 926.229919
	Iteration 119Q: 3 clusters Score -1458536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1458533.750000 Penalty: 926.229919
	Iteration 120F: 3 clusters Score -1458534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1458531.750000 Penalty: 926.229919
	Iteration 121Q: 3 clusters Score -1458532 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1458531.000000 Penalty: 926.229919
	Iteration 122Q: 3 clusters Score -1458531 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1458530.125000 Penalty: 926.229919
	Iteration 123Q: 3 clusters Score -1458530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1458525.000000 Penalty: 926.229919
	Iteration 124Q: 3 clusters Score -1458525 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1458531.375000 Penalty: 926.229919
	Iteration 125Q: 3 clusters Score -1458531 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1458530.000000 Penalty: 926.229919
	Iteration 126Q: 3 clusters Score -1458530 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1458536.500000 Penalty: 926.229919
	Iteration 127Q: 3 clusters Score -1458536 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1458542.125000 Penalty: 926.229919
	Iteration 128Q: 3 clusters Score -1458542 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1458546.000000 Penalty: 926.229919
	Iteration 129Q: 3 clusters Score -1458546 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1458553.250000 Penalty: 926.229919
	Iteration 130Q: 3 clusters Score -1458553 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1458561.000000 Penalty: 926.229919
	Iteration 131Q: 3 clusters Score -1458561 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1458570.250000 Penalty: 926.229919
	Iteration 132Q: 3 clusters Score -1458570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1458568.375000 Penalty: 926.229919
	Iteration 133Q: 3 clusters Score -1458568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1458575.000000 Penalty: 926.229919
	Iteration 134Q: 3 clusters Score -1458575 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1458581.375000 Penalty: 926.229919
	Iteration 135Q: 3 clusters Score -1458581 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1458594.000000 Penalty: 926.229919
	Iteration 136Q: 3 clusters Score -1458594 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1458602.375000 Penalty: 926.229919
	Iteration 137Q: 3 clusters Score -1458602 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1458613.375000 Penalty: 926.229919
	Iteration 138Q: 3 clusters Score -1458613 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1458621.250000 Penalty: 926.229919
	Iteration 139Q: 3 clusters Score -1458621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1458622.125000 Penalty: 926.229919
	Iteration 140F: 3 clusters Score -1458622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1458629.875000 Penalty: 926.229919
	Iteration 141Q: 3 clusters Score -1458630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1458630.125000 Penalty: 926.229919
	Iteration 142Q: 3 clusters Score -1458630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1458635.000000 Penalty: 926.229919
	Iteration 143Q: 3 clusters Score -1458635 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1458635.500000 Penalty: 926.229919
	Iteration 144Q: 3 clusters Score -1458636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1458642.000000 Penalty: 926.229919
	Iteration 145Q: 3 clusters Score -1458642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1458644.375000 Penalty: 926.229919
	Iteration 146Q: 3 clusters Score -1458644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1458649.875000 Penalty: 926.229919
	Iteration 147Q: 3 clusters Score -1458650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1458655.500000 Penalty: 926.229919
	Iteration 148Q: 3 clusters Score -1458656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1458655.500000 Penalty: 926.229919
	Iteration 149Q: 3 clusters Score -1458656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1458658.875000 Penalty: 926.229919
	Iteration 150Q: 3 clusters Score -1458659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1458660.625000 Penalty: 926.229919
	Iteration 151Q: 3 clusters Score -1458661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1458659.750000 Penalty: 926.229919
	Iteration 152Q: 3 clusters Score -1458660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1458659.500000 Penalty: 926.229919
	Iteration 153Q: 3 clusters Score -1458660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1458657.875000 Penalty: 926.229919
	Iteration 154Q: 3 clusters Score -1458658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1458658.125000 Penalty: 926.229919
	Iteration 155Q: 3 clusters Score -1458658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1458658.875000 Penalty: 926.229919
	Iteration 156Q: 3 clusters Score -1458659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1458658.625000 Penalty: 926.229919
	Iteration 157Q: 3 clusters Score -1458659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1458660.250000 Penalty: 926.229919
	Iteration 158Q: 3 clusters Score -1458660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1458658.875000 Penalty: 926.229919
	Iteration 159Q: 3 clusters Score -1458659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1458660.500000 Penalty: 926.229919
	Iteration 160F: 3 clusters Score -1458660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1458659.750000 Penalty: 926.229919
	Iteration 161Q: 3 clusters Score -1458660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1458659.375000 Penalty: 926.229919
	Iteration 162Q: 3 clusters Score -1458659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1458662.000000 Penalty: 926.229919
	Iteration 163Q: 3 clusters Score -1458662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1458662.625000 Penalty: 926.229919
	Iteration 164Q: 3 clusters Score -1458663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1458663.750000 Penalty: 926.229919
	Iteration 165Q: 3 clusters Score -1458664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1458661.125000 Penalty: 926.229919
	Iteration 166Q: 3 clusters Score -1458661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1458661.875000 Penalty: 926.229919
	Iteration 167Q: 3 clusters Score -1458662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1458661.250000 Penalty: 926.229919
	Iteration 168Q: 3 clusters Score -1458661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1458665.750000 Penalty: 926.229919
	Iteration 169Q: 3 clusters Score -1458666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1458664.875000 Penalty: 926.229919
	Iteration 170Q: 3 clusters Score -1458665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1458664.125000 Penalty: 926.229919
	Iteration 171Q: 3 clusters Score -1458664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1458666.250000 Penalty: 926.229919
	Iteration 172Q: 3 clusters Score -1458666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1458664.875000 Penalty: 926.229919
	Iteration 173Q: 3 clusters Score -1458665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1458666.500000 Penalty: 926.229919
	Iteration 174Q: 3 clusters Score -1458666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1458663.250000 Penalty: 926.229919
	Iteration 175Q: 3 clusters Score -1458663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1458663.625000 Penalty: 926.229919
	Iteration 176Q: 3 clusters Score -1458664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1458663.375000 Penalty: 926.229919
	Iteration 177Q: 3 clusters Score -1458663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1458664.625000 Penalty: 926.229919
	Iteration 178Q: 3 clusters Score -1458665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1458662.875000 Penalty: 926.229919
	Iteration 179Q: 3 clusters Score -1458663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1458663.625000 Penalty: 926.229919
	Iteration 180F: 3 clusters Score -1458664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1458666.000000 Penalty: 926.229919
	Iteration 181Q: 3 clusters Score -1458666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1458662.875000 Penalty: 926.229919
	Iteration 182Q: 3 clusters Score -1458663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1458662.750000 Penalty: 926.229919
	Iteration 183Q: 3 clusters Score -1458663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1458663.250000 Penalty: 926.229919
	Iteration 184Q: 3 clusters Score -1458663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1458662.125000 Penalty: 926.229919
	Iteration 185Q: 3 clusters Score -1458662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1458659.125000 Penalty: 926.229919
	Iteration 186Q: 3 clusters Score -1458659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1458663.875000 Penalty: 926.229919
	Iteration 187Q: 3 clusters Score -1458664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1458663.125000 Penalty: 926.229919
	Iteration 188Q: 3 clusters Score -1458663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1458661.375000 Penalty: 926.229919
	Iteration 189Q: 3 clusters Score -1458661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1458661.375000 Penalty: 926.229919
	Iteration 190F: 3 clusters Score -1458661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Entering Unmasked Estep 
Score: -4068770.500000 Penalty: 509.759338
	Iteration 0F: 2 clusters Score -4068770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -4019393.750000 Penalty: 1019.518677
	Iteration 0F: 3 clusters Score -4019394 nChanged 35751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4042521.250000 Penalty: 1019.518677
	Iteration 1F: 3 clusters Score -4042521 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -4044719.250000 Penalty: 1019.518677
	Iteration 2F: 3 clusters Score -4044719 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -4047985.250000 Penalty: 1019.518677
	Iteration 3F: 3 clusters Score -4047985 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -4052427.500000 Penalty: 1019.518677
	Iteration 4F: 3 clusters Score -4052428 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -4056719.000000 Penalty: 1019.518677
	Iteration 5F: 3 clusters Score -4056719 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -4059127.500000 Penalty: 1019.518677
	Iteration 6F: 3 clusters Score -4059128 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -4060240.000000 Penalty: 1019.518677
	Iteration 7Q: 3 clusters Score -4060240 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -4060967.000000 Penalty: 1019.518677
	Iteration 8Q: 3 clusters Score -4060967 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -4061688.750000 Penalty: 1019.518677
	Iteration 9Q: 3 clusters Score -4061689 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -4062350.500000 Penalty: 1019.518677
	Iteration 10Q: 3 clusters Score -4062350 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -4063007.000000 Penalty: 1019.518677
	Iteration 11Q: 3 clusters Score -4063007 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -4063583.250000 Penalty: 1019.518677
	Iteration 12Q: 3 clusters Score -4063583 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -4064102.500000 Penalty: 1019.518677
	Iteration 13Q: 3 clusters Score -4064102 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -4064489.000000 Penalty: 1019.518677
	Iteration 14Q: 3 clusters Score -4064489 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -4064849.250000 Penalty: 1019.518677
	Iteration 15Q: 3 clusters Score -4064849 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -4065207.000000 Penalty: 1019.518677
	Iteration 16Q: 3 clusters Score -4065207 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -4065469.250000 Penalty: 1019.518677
	Iteration 17Q: 3 clusters Score -4065469 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -4065734.750000 Penalty: 1019.518677
	Iteration 18Q: 3 clusters Score -4065735 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -4066010.500000 Penalty: 1019.518677
	Iteration 19Q: 3 clusters Score -4066010 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -4066282.750000 Penalty: 1019.518677
	Iteration 20F: 3 clusters Score -4066283 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -4066587.500000 Penalty: 1019.518677
	Iteration 21Q: 3 clusters Score -4066588 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 58600 members 
Entering Unmasked Estep 
Score: -4066869.000000 Penalty: 1019.518677
	Iteration 22Q: 3 clusters Score -4066869 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -4067165.500000 Penalty: 1019.518677
	Iteration 23Q: 3 clusters Score -4067166 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 58135 members 
Entering Unmasked Estep 
Score: -4067395.500000 Penalty: 1019.518677
	Iteration 24Q: 3 clusters Score -4067396 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -4067552.500000 Penalty: 1019.518677
	Iteration 25Q: 3 clusters Score -4067552 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -4067638.500000 Penalty: 1019.518677
	Iteration 26Q: 3 clusters Score -4067638 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -4067676.500000 Penalty: 1019.518677
	Iteration 27Q: 3 clusters Score -4067676 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -4067714.500000 Penalty: 1019.518677
	Iteration 28Q: 3 clusters Score -4067714 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -4067719.250000 Penalty: 1019.518677
	Iteration 29Q: 3 clusters Score -4067719 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -4067735.250000 Penalty: 1019.518677
	Iteration 30Q: 3 clusters Score -4067735 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -4067743.500000 Penalty: 1019.518677
	Iteration 31Q: 3 clusters Score -4067744 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -4067739.250000 Penalty: 1019.518677
	Iteration 32Q: 3 clusters Score -4067739 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -4067732.250000 Penalty: 1019.518677
	Iteration 33Q: 3 clusters Score -4067732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -4067733.750000 Penalty: 1019.518677
	Iteration 34Q: 3 clusters Score -4067734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -4067736.000000 Penalty: 1019.518677
	Iteration 35Q: 3 clusters Score -4067736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -4067730.750000 Penalty: 1019.518677
	Iteration 36Q: 3 clusters Score -4067731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -4067731.750000 Penalty: 1019.518677
	Iteration 37Q: 3 clusters Score -4067732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -4067732.250000 Penalty: 1019.518677
	Iteration 38Q: 3 clusters Score -4067732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -4067726.250000 Penalty: 1019.518677
	Iteration 39Q: 3 clusters Score -4067726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -4067724.000000 Penalty: 1019.518677
	Iteration 40F: 3 clusters Score -4067724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -4067730.000000 Penalty: 1019.518677
	Iteration 41Q: 3 clusters Score -4067730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -4067730.750000 Penalty: 1019.518677
	Iteration 42Q: 3 clusters Score -4067731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -4067730.250000 Penalty: 1019.518677
	Iteration 43Q: 3 clusters Score -4067730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -4067731.500000 Penalty: 1019.518677
	Iteration 44Q: 3 clusters Score -4067732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -4067732.500000 Penalty: 1019.518677
	Iteration 45Q: 3 clusters Score -4067732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -4067735.750000 Penalty: 1019.518677
	Iteration 46Q: 3 clusters Score -4067736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -4067734.000000 Penalty: 1019.518677
	Iteration 47Q: 3 clusters Score -4067734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -4067731.000000 Penalty: 1019.518677
	Iteration 48Q: 3 clusters Score -4067731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -4067730.250000 Penalty: 1019.518677
	Iteration 49Q: 3 clusters Score -4067730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -4067732.750000 Penalty: 1019.518677
	Iteration 50Q: 3 clusters Score -4067733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -4067734.750000 Penalty: 1019.518677
	Iteration 51Q: 3 clusters Score -4067735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 58063 members 
Entering Unmasked Estep 
Score: -4067734.000000 Penalty: 1019.518677
	Iteration 52Q: 3 clusters Score -4067734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -4067733.250000 Penalty: 1019.518677
	Iteration 53Q: 3 clusters Score -4067733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -4067733.250000 Penalty: 1019.518677
	Iteration 54F: 3 clusters Score -4067733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Entering Unmasked Estep 
Score: -1157366.875000 Penalty: 455.338623
	Iteration 0F: 2 clusters Score -1157367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1142553.250000 Penalty: 910.677246
	Iteration 0F: 3 clusters Score -1142553 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1148762.375000 Penalty: 910.677246
	Iteration 1F: 3 clusters Score -1148762 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1149051.125000 Penalty: 910.677246
	Iteration 2Q: 3 clusters Score -1149051 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1149388.625000 Penalty: 910.677246
	Iteration 3Q: 3 clusters Score -1149389 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1149853.500000 Penalty: 910.677246
	Iteration 4Q: 3 clusters Score -1149854 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1150669.000000 Penalty: 910.677246
	Iteration 5F: 3 clusters Score -1150669 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1151851.375000 Penalty: 910.677246
	Iteration 6F: 3 clusters Score -1151851 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1152941.500000 Penalty: 910.677246
	Iteration 7F: 3 clusters Score -1152942 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1153487.000000 Penalty: 910.677246
	Iteration 8F: 3 clusters Score -1153487 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1153693.125000 Penalty: 910.677246
	Iteration 9Q: 3 clusters Score -1153693 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1153846.750000 Penalty: 910.677246
	Iteration 10Q: 3 clusters Score -1153847 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1154009.625000 Penalty: 910.677246
	Iteration 11Q: 3 clusters Score -1154010 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1154181.375000 Penalty: 910.677246
	Iteration 12Q: 3 clusters Score -1154181 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1154379.625000 Penalty: 910.677246
	Iteration 13Q: 3 clusters Score -1154380 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1154595.875000 Penalty: 910.677246
	Iteration 14Q: 3 clusters Score -1154596 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1154836.875000 Penalty: 910.677246
	Iteration 15Q: 3 clusters Score -1154837 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1155139.875000 Penalty: 910.677246
	Iteration 16Q: 3 clusters Score -1155140 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1155513.125000 Penalty: 910.677246
	Iteration 17Q: 3 clusters Score -1155513 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1155944.125000 Penalty: 910.677246
	Iteration 18Q: 3 clusters Score -1155944 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1156354.500000 Penalty: 910.677246
	Iteration 19Q: 3 clusters Score -1156354 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1156657.000000 Penalty: 910.677246
	Iteration 20F: 3 clusters Score -1156657 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1156876.125000 Penalty: 910.677246
	Iteration 21Q: 3 clusters Score -1156876 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1157007.625000 Penalty: 910.677246
	Iteration 22Q: 3 clusters Score -1157008 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1157075.875000 Penalty: 910.677246
	Iteration 23Q: 3 clusters Score -1157076 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1157114.625000 Penalty: 910.677246
	Iteration 24Q: 3 clusters Score -1157115 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1157137.750000 Penalty: 910.677246
	Iteration 25Q: 3 clusters Score -1157138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1157148.125000 Penalty: 910.677246
	Iteration 26Q: 3 clusters Score -1157148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1157157.875000 Penalty: 910.677246
	Iteration 27Q: 3 clusters Score -1157158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1157167.250000 Penalty: 910.677246
	Iteration 28Q: 3 clusters Score -1157167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1157169.625000 Penalty: 910.677246
	Iteration 29Q: 3 clusters Score -1157170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1157175.375000 Penalty: 910.677246
	Iteration 30Q: 3 clusters Score -1157175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1157175.875000 Penalty: 910.677246
	Iteration 31Q: 3 clusters Score -1157176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1157177.625000 Penalty: 910.677246
	Iteration 32Q: 3 clusters Score -1157178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1157175.250000 Penalty: 910.677246
	Iteration 33Q: 3 clusters Score -1157175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1157175.750000 Penalty: 910.677246
	Iteration 34Q: 3 clusters Score -1157176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1157173.500000 Penalty: 910.677246
	Iteration 35Q: 3 clusters Score -1157174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1157177.375000 Penalty: 910.677246
	Iteration 36Q: 3 clusters Score -1157177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1157179.750000 Penalty: 910.677246
	Iteration 37Q: 3 clusters Score -1157180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1157185.125000 Penalty: 910.677246
	Iteration 38Q: 3 clusters Score -1157185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1157183.750000 Penalty: 910.677246
	Iteration 39Q: 3 clusters Score -1157184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1157182.250000 Penalty: 910.677246
	Iteration 40F: 3 clusters Score -1157182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1157182.375000 Penalty: 910.677246
	Iteration 41Q: 3 clusters Score -1157182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1157180.625000 Penalty: 910.677246
	Iteration 42Q: 3 clusters Score -1157181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1157180.875000 Penalty: 910.677246
	Iteration 43Q: 3 clusters Score -1157181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1157180.625000 Penalty: 910.677246
	Iteration 44Q: 3 clusters Score -1157181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1157181.875000 Penalty: 910.677246
	Iteration 45Q: 3 clusters Score -1157182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1157181.625000 Penalty: 910.677246
	Iteration 46Q: 3 clusters Score -1157182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1157181.750000 Penalty: 910.677246
	Iteration 47Q: 3 clusters Score -1157182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1157180.875000 Penalty: 910.677246
	Iteration 48Q: 3 clusters Score -1157181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1157180.750000 Penalty: 910.677246
	Iteration 49Q: 3 clusters Score -1157181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1157180.750000 Penalty: 910.677246
	Iteration 50Q: 3 clusters Score -1157181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1157181.875000 Penalty: 910.677246
	Iteration 51Q: 3 clusters Score -1157182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1157182.250000 Penalty: 910.677246
	Iteration 52Q: 3 clusters Score -1157182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1157183.625000 Penalty: 910.677246
	Iteration 53Q: 3 clusters Score -1157184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1157183.000000 Penalty: 910.677246
	Iteration 54Q: 3 clusters Score -1157183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1157183.000000 Penalty: 910.677246
	Iteration 55F: 3 clusters Score -1157183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Entering Unmasked Estep 
Score: -3470940.000000 Penalty: 503.519226
	Iteration 0F: 2 clusters Score -3470940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -3427755.750000 Penalty: 1007.038452
	Iteration 0F: 3 clusters Score -3427756 nChanged 31156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3446489.000000 Penalty: 1007.038452
	Iteration 1F: 3 clusters Score -3446489 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -3446794.250000 Penalty: 1007.038452
	Iteration 2Q: 3 clusters Score -3446794 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -3447162.500000 Penalty: 1007.038452
	Iteration 3Q: 3 clusters Score -3447162 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3447710.500000 Penalty: 1007.038452
	Iteration 4Q: 3 clusters Score -3447710 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3448636.750000 Penalty: 1007.038452
	Iteration 5Q: 3 clusters Score -3448637 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3450265.250000 Penalty: 1007.038452
	Iteration 6Q: 3 clusters Score -3450265 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3453102.250000 Penalty: 1007.038452
	Iteration 7F: 3 clusters Score -3453102 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3457045.500000 Penalty: 1007.038452
	Iteration 8F: 3 clusters Score -3457046 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3460875.250000 Penalty: 1007.038452
	Iteration 9F: 3 clusters Score -3460875 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3463224.500000 Penalty: 1007.038452
	Iteration 10F: 3 clusters Score -3463224 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3464381.500000 Penalty: 1007.038452
	Iteration 11Q: 3 clusters Score -3464382 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3465011.500000 Penalty: 1007.038452
	Iteration 12Q: 3 clusters Score -3465012 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3465499.250000 Penalty: 1007.038452
	Iteration 13Q: 3 clusters Score -3465499 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3465986.250000 Penalty: 1007.038452
	Iteration 14Q: 3 clusters Score -3465986 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3466502.000000 Penalty: 1007.038452
	Iteration 15Q: 3 clusters Score -3466502 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3467041.500000 Penalty: 1007.038452
	Iteration 16Q: 3 clusters Score -3467042 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3467530.750000 Penalty: 1007.038452
	Iteration 17Q: 3 clusters Score -3467531 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3467934.500000 Penalty: 1007.038452
	Iteration 18Q: 3 clusters Score -3467934 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3468172.750000 Penalty: 1007.038452
	Iteration 19Q: 3 clusters Score -3468173 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3468340.500000 Penalty: 1007.038452
	Iteration 20F: 3 clusters Score -3468340 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3468470.250000 Penalty: 1007.038452
	Iteration 21Q: 3 clusters Score -3468470 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3468546.250000 Penalty: 1007.038452
	Iteration 22Q: 3 clusters Score -3468546 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3468592 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3468596.250000 Penalty: 1007.038452
	Iteration 24Q: 3 clusters Score -3468596 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -3468616.000000 Penalty: 1007.038452
	Iteration 25Q: 3 clusters Score -3468616 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -3468644.250000 Penalty: 1007.038452
	Iteration 26Q: 3 clusters Score -3468644 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3468669.750000 Penalty: 1007.038452
	Iteration 27Q: 3 clusters Score -3468670 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3468681.250000 Penalty: 1007.038452
	Iteration 28Q: 3 clusters Score -3468681 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3468682 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3468685.000000 Penalty: 1007.038452
	Iteration 30Q: 3 clusters Score -3468685 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3468692.250000 Penalty: 1007.038452
	Iteration 31Q: 3 clusters Score -3468692 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3468708.500000 Penalty: 1007.038452
	Iteration 32Q: 3 clusters Score -3468708 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3468730.750000 Penalty: 1007.038452
	Iteration 33Q: 3 clusters Score -3468731 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3468746.250000 Penalty: 1007.038452
	Iteration 34Q: 3 clusters Score -3468746 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3468751.000000 Penalty: 1007.038452
	Iteration 35Q: 3 clusters Score -3468751 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -3468763.250000 Penalty: 1007.038452
	Iteration 36Q: 3 clusters Score -3468763 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3468762.750000 Penalty: 1007.038452
	Iteration 37Q: 3 clusters Score -3468763 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3468777.500000 Penalty: 1007.038452
	Iteration 38Q: 3 clusters Score -3468778 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3468771.750000 Penalty: 1007.038452
	Iteration 39Q: 3 clusters Score -3468772 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -3468778.500000 Penalty: 1007.038452
	Iteration 40F: 3 clusters Score -3468778 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3468794.500000 Penalty: 1007.038452
	Iteration 41Q: 3 clusters Score -3468794 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -3468803.000000 Penalty: 1007.038452
	Iteration 42Q: 3 clusters Score -3468803 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3468804.500000 Penalty: 1007.038452
	Iteration 43Q: 3 clusters Score -3468804 nChanged 99
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Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3468811 nChanged 100
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Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3468806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -3468815.750000 Penalty: 1007.038452
	Iteration 46Q: 3 clusters Score -3468816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3468816 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3468815 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3468816 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -3468819.750000 Penalty: 1007.038452
	Iteration 50Q: 3 clusters Score -3468820 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3468834.250000 Penalty: 1007.038452
	Iteration 51Q: 3 clusters Score -3468834 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3468847.750000 Penalty: 1007.038452
	Iteration 52Q: 3 clusters Score -3468848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -3468841.000000 Penalty: 1007.038452
	Iteration 53Q: 3 clusters Score -3468841 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3468840.750000 Penalty: 1007.038452
	Iteration 54Q: 3 clusters Score -3468841 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3468851.000000 Penalty: 1007.038452
	Iteration 55Q: 3 clusters Score -3468851 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -3468860.000000 Penalty: 1007.038452
	Iteration 56Q: 3 clusters Score -3468860 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -3468863.000000 Penalty: 1007.038452
	Iteration 57Q: 3 clusters Score -3468863 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3468873.250000 Penalty: 1007.038452
	Iteration 58Q: 3 clusters Score -3468873 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3468884.750000 Penalty: 1007.038452
	Iteration 59Q: 3 clusters Score -3468885 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -3468899.750000 Penalty: 1007.038452
	Iteration 60F: 3 clusters Score -3468900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3468898.500000 Penalty: 1007.038452
	Iteration 61Q: 3 clusters Score -3468898 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -3468903.000000 Penalty: 1007.038452
	Iteration 62Q: 3 clusters Score -3468903 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -3468901.500000 Penalty: 1007.038452
	Iteration 63Q: 3 clusters Score -3468902 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -3468903.750000 Penalty: 1007.038452
	Iteration 64Q: 3 clusters Score -3468904 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3468900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3468910.750000 Penalty: 1007.038452
	Iteration 66Q: 3 clusters Score -3468911 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -3468908.250000 Penalty: 1007.038452
	Iteration 67Q: 3 clusters Score -3468908 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3468913.000000 Penalty: 1007.038452
	Iteration 68Q: 3 clusters Score -3468913 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -3468922.000000 Penalty: 1007.038452
	Iteration 69Q: 3 clusters Score -3468922 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -3468941.250000 Penalty: 1007.038452
	Iteration 70Q: 3 clusters Score -3468941 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -3468947.000000 Penalty: 1007.038452
	Iteration 71Q: 3 clusters Score -3468947 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -3468955.500000 Penalty: 1007.038452
	Iteration 72Q: 3 clusters Score -3468956 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -3468966.750000 Penalty: 1007.038452
	Iteration 73Q: 3 clusters Score -3468967 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3468956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -3468963.500000 Penalty: 1007.038452
	Iteration 75Q: 3 clusters Score -3468964 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -3468951.250000 Penalty: 1007.038452
	Iteration 76Q: 3 clusters Score -3468951 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -3468970.750000 Penalty: 1007.038452
	Iteration 77Q: 3 clusters Score -3468971 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -3468980.500000 Penalty: 1007.038452
	Iteration 78Q: 3 clusters Score -3468980 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -3468981.750000 Penalty: 1007.038452
	Iteration 79Q: 3 clusters Score -3468982 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -3468982.500000 Penalty: 1007.038452
	Iteration 80F: 3 clusters Score -3468982 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -3468996.500000 Penalty: 1007.038452
	Iteration 81Q: 3 clusters Score -3468996 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -3469001.000000 Penalty: 1007.038452
	Iteration 82Q: 3 clusters Score -3469001 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -3469004.250000 Penalty: 1007.038452
	Iteration 83Q: 3 clusters Score -3469004 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -3469020.500000 Penalty: 1007.038452
	Iteration 84Q: 3 clusters Score -3469020 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -3469011.500000 Penalty: 1007.038452
	Iteration 85Q: 3 clusters Score -3469012 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -3469010.000000 Penalty: 1007.038452
	Iteration 86Q: 3 clusters Score -3469010 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -3469031.500000 Penalty: 1007.038452
	Iteration 87Q: 3 clusters Score -3469032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -3469041.500000 Penalty: 1007.038452
	Iteration 88Q: 3 clusters Score -3469042 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -3469048.250000 Penalty: 1007.038452
	Iteration 89Q: 3 clusters Score -3469048 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -3469057.500000 Penalty: 1007.038452
	Iteration 90Q: 3 clusters Score -3469058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -3469070.000000 Penalty: 1007.038452
	Iteration 91Q: 3 clusters Score -3469070 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -3469081.500000 Penalty: 1007.038452
	Iteration 92Q: 3 clusters Score -3469082 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -3469081.500000 Penalty: 1007.038452
	Iteration 93Q: 3 clusters Score -3469082 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -3469080.000000 Penalty: 1007.038452
	Iteration 94Q: 3 clusters Score -3469080 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -3469082.500000 Penalty: 1007.038452
	Iteration 95Q: 3 clusters Score -3469082 nChanged 138
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Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -3469091.250000 Penalty: 1007.038452
	Iteration 96Q: 3 clusters Score -3469091 nChanged 142
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Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3469086 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -3469093.500000 Penalty: 1007.038452
	Iteration 98Q: 3 clusters Score -3469094 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -3469100.500000 Penalty: 1007.038452
	Iteration 99Q: 3 clusters Score -3469100 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -3469107.500000 Penalty: 1007.038452
	Iteration 100F: 3 clusters Score -3469108 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -3469109.000000 Penalty: 1007.038452
	Iteration 101Q: 3 clusters Score -3469109 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -3469121.000000 Penalty: 1007.038452
	Iteration 102Q: 3 clusters Score -3469121 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -3469128.250000 Penalty: 1007.038452
	Iteration 103Q: 3 clusters Score -3469128 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -3469135.750000 Penalty: 1007.038452
	Iteration 104Q: 3 clusters Score -3469136 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -3469149.750000 Penalty: 1007.038452
	Iteration 105Q: 3 clusters Score -3469150 nChanged 121
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Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -3469158.000000 Penalty: 1007.038452
	Iteration 106Q: 3 clusters Score -3469158 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -3469163.500000 Penalty: 1007.038452
	Iteration 107Q: 3 clusters Score -3469164 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -3469158.000000 Penalty: 1007.038452
	Iteration 108Q: 3 clusters Score -3469158 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -3469159.750000 Penalty: 1007.038452
	Iteration 109Q: 3 clusters Score -3469160 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -3469161.250000 Penalty: 1007.038452
	Iteration 110Q: 3 clusters Score -3469161 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -3469175.500000 Penalty: 1007.038452
	Iteration 111Q: 3 clusters Score -3469176 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -3469186.500000 Penalty: 1007.038452
	Iteration 112Q: 3 clusters Score -3469186 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -3469193.250000 Penalty: 1007.038452
	Iteration 113Q: 3 clusters Score -3469193 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -3469213.000000 Penalty: 1007.038452
	Iteration 114Q: 3 clusters Score -3469213 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -3469218.000000 Penalty: 1007.038452
	Iteration 115Q: 3 clusters Score -3469218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -3469219.500000 Penalty: 1007.038452
	Iteration 116Q: 3 clusters Score -3469220 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -3469225.500000 Penalty: 1007.038452
	Iteration 117Q: 3 clusters Score -3469226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -3469235.500000 Penalty: 1007.038452
	Iteration 118Q: 3 clusters Score -3469236 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -3469238.500000 Penalty: 1007.038452
	Iteration 119Q: 3 clusters Score -3469238 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -3469241.500000 Penalty: 1007.038452
	Iteration 120F: 3 clusters Score -3469242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -3469243.250000 Penalty: 1007.038452
	Iteration 121Q: 3 clusters Score -3469243 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -3469254.500000 Penalty: 1007.038452
	Iteration 122Q: 3 clusters Score -3469254 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -3469258.750000 Penalty: 1007.038452
	Iteration 123Q: 3 clusters Score -3469259 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -3469287.500000 Penalty: 1007.038452
	Iteration 124Q: 3 clusters Score -3469288 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -3469304.500000 Penalty: 1007.038452
	Iteration 125Q: 3 clusters Score -3469304 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -3469338.500000 Penalty: 1007.038452
	Iteration 126Q: 3 clusters Score -3469338 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -3469331.750000 Penalty: 1007.038452
	Iteration 127Q: 3 clusters Score -3469332 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -3469360.500000 Penalty: 1007.038452
	Iteration 128Q: 3 clusters Score -3469360 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3469358 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -3469372.500000 Penalty: 1007.038452
	Iteration 130Q: 3 clusters Score -3469372 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3469372 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -3469390.750000 Penalty: 1007.038452
	Iteration 132Q: 3 clusters Score -3469391 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -3469395.250000 Penalty: 1007.038452
	Iteration 133Q: 3 clusters Score -3469395 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -3469414.000000 Penalty: 1007.038452
	Iteration 134Q: 3 clusters Score -3469414 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -3469403.750000 Penalty: 1007.038452
	Iteration 135Q: 3 clusters Score -3469404 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -3469416.250000 Penalty: 1007.038452
	Iteration 136Q: 3 clusters Score -3469416 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -3469428.250000 Penalty: 1007.038452
	Iteration 137Q: 3 clusters Score -3469428 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -3469427.500000 Penalty: 1007.038452
	Iteration 138Q: 3 clusters Score -3469428 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3469457 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -3469469.750000 Penalty: 1007.038452
	Iteration 140F: 3 clusters Score -3469470 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -3469485.000000 Penalty: 1007.038452
	Iteration 141Q: 3 clusters Score -3469485 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -3469492.000000 Penalty: 1007.038452
	Iteration 142Q: 3 clusters Score -3469492 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -3469501.750000 Penalty: 1007.038452
	Iteration 143Q: 3 clusters Score -3469502 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -3469514.500000 Penalty: 1007.038452
	Iteration 144Q: 3 clusters Score -3469514 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -3469518.750000 Penalty: 1007.038452
	Iteration 145Q: 3 clusters Score -3469519 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -3469530.250000 Penalty: 1007.038452
	Iteration 146Q: 3 clusters Score -3469530 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -3469547.250000 Penalty: 1007.038452
	Iteration 147Q: 3 clusters Score -3469547 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -3469559.000000 Penalty: 1007.038452
	Iteration 148Q: 3 clusters Score -3469559 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -3469573.250000 Penalty: 1007.038452
	Iteration 149Q: 3 clusters Score -3469573 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -3469581.500000 Penalty: 1007.038452
	Iteration 150Q: 3 clusters Score -3469582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -3469577.000000 Penalty: 1007.038452
	Iteration 151Q: 3 clusters Score -3469577 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3469583 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -3469592.500000 Penalty: 1007.038452
	Iteration 153Q: 3 clusters Score -3469592 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -3469606.000000 Penalty: 1007.038452
	Iteration 154Q: 3 clusters Score -3469606 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -3469609.750000 Penalty: 1007.038452
	Iteration 155Q: 3 clusters Score -3469610 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -3469611.750000 Penalty: 1007.038452
	Iteration 156Q: 3 clusters Score -3469612 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -3469628.250000 Penalty: 1007.038452
	Iteration 157Q: 3 clusters Score -3469628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -3469641.750000 Penalty: 1007.038452
	Iteration 158Q: 3 clusters Score -3469642 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -3469657.250000 Penalty: 1007.038452
	Iteration 159Q: 3 clusters Score -3469657 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -3469650.750000 Penalty: 1007.038452
	Iteration 160F: 3 clusters Score -3469651 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -3469654.500000 Penalty: 1007.038452
	Iteration 161Q: 3 clusters Score -3469654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -3469663.750000 Penalty: 1007.038452
	Iteration 162Q: 3 clusters Score -3469664 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -3469670.750000 Penalty: 1007.038452
	Iteration 163Q: 3 clusters Score -3469671 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -3469682.750000 Penalty: 1007.038452
	Iteration 164Q: 3 clusters Score -3469683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -3469688.750000 Penalty: 1007.038452
	Iteration 165Q: 3 clusters Score -3469689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3469688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -3469691.000000 Penalty: 1007.038452
	Iteration 167Q: 3 clusters Score -3469691 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -3469689 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -3469682.250000 Penalty: 1007.038452
	Iteration 169Q: 3 clusters Score -3469682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -3469688.000000 Penalty: 1007.038452
	Iteration 170Q: 3 clusters Score -3469688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -3469689.750000 Penalty: 1007.038452
	Iteration 171Q: 3 clusters Score -3469690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -3469693.750000 Penalty: 1007.038452
	Iteration 172Q: 3 clusters Score -3469694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -3469702.000000 Penalty: 1007.038452
	Iteration 173Q: 3 clusters Score -3469702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -3469709.000000 Penalty: 1007.038452
	Iteration 174Q: 3 clusters Score -3469709 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -3469712.500000 Penalty: 1007.038452
	Iteration 175Q: 3 clusters Score -3469712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -3469717.500000 Penalty: 1007.038452
	Iteration 176Q: 3 clusters Score -3469718 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -3469719.750000 Penalty: 1007.038452
	Iteration 177Q: 3 clusters Score -3469720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -3469723.750000 Penalty: 1007.038452
	Iteration 178Q: 3 clusters Score -3469724 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -3469745.250000 Penalty: 1007.038452
	Iteration 179Q: 3 clusters Score -3469745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -3469740.500000 Penalty: 1007.038452
	Iteration 180F: 3 clusters Score -3469740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3469740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3469740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -3469738.250000 Penalty: 1007.038452
	Iteration 183Q: 3 clusters Score -3469738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -3469746.750000 Penalty: 1007.038452
	Iteration 184Q: 3 clusters Score -3469747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -3469749.500000 Penalty: 1007.038452
	Iteration 185Q: 3 clusters Score -3469750 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3469754 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -3469757.250000 Penalty: 1007.038452
	Iteration 187Q: 3 clusters Score -3469757 nChanged 94
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Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -3469768.500000 Penalty: 1007.038452
	Iteration 188Q: 3 clusters Score -3469768 nChanged 95
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Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -3469766.500000 Penalty: 1007.038452
	Iteration 189Q: 3 clusters Score -3469766 nChanged 92
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Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -3469771.750000 Penalty: 1007.038452
	Iteration 190Q: 3 clusters Score -3469772 nChanged 78
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Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -3469782.000000 Penalty: 1007.038452
	Iteration 191Q: 3 clusters Score -3469782 nChanged 77
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Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -3469777.250000 Penalty: 1007.038452
	Iteration 192Q: 3 clusters Score -3469777 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -3469781.000000 Penalty: 1007.038452
	Iteration 193Q: 3 clusters Score -3469781 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -3469779.500000 Penalty: 1007.038452
	Iteration 194Q: 3 clusters Score -3469780 nChanged 87
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Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -3469791.000000 Penalty: 1007.038452
	Iteration 195Q: 3 clusters Score -3469791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -3469796.750000 Penalty: 1007.038452
	Iteration 196Q: 3 clusters Score -3469797 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3469800 nChanged 78
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Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -3469797 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3469796 nChanged 60
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Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -3469801.250000 Penalty: 1007.038452
	Iteration 200F: 3 clusters Score -3469801 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3469800 nChanged 45
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Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -3469800 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -3469807.250000 Penalty: 1007.038452
	Iteration 203Q: 3 clusters Score -3469807 nChanged 28
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Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -3469809.750000 Penalty: 1007.038452
	Iteration 204Q: 3 clusters Score -3469810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -3469804.250000 Penalty: 1007.038452
	Iteration 205Q: 3 clusters Score -3469804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -3469812.750000 Penalty: 1007.038452
	Iteration 206Q: 3 clusters Score -3469813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -3469815.750000 Penalty: 1007.038452
	Iteration 207Q: 3 clusters Score -3469816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -3469804.000000 Penalty: 1007.038452
	Iteration 208Q: 3 clusters Score -3469804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -3469809.500000 Penalty: 1007.038452
	Iteration 209Q: 3 clusters Score -3469810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -3469813.250000 Penalty: 1007.038452
	Iteration 210Q: 3 clusters Score -3469813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -3469809.500000 Penalty: 1007.038452
	Iteration 211Q: 3 clusters Score -3469810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -3469816.500000 Penalty: 1007.038452
	Iteration 212Q: 3 clusters Score -3469816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -3469813.250000 Penalty: 1007.038452
	Iteration 213Q: 3 clusters Score -3469813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -3469815.750000 Penalty: 1007.038452
	Iteration 214Q: 3 clusters Score -3469816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -3469808.750000 Penalty: 1007.038452
	Iteration 215Q: 3 clusters Score -3469809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -3469815.250000 Penalty: 1007.038452
	Iteration 216Q: 3 clusters Score -3469815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -3469816.500000 Penalty: 1007.038452
	Iteration 217Q: 3 clusters Score -3469816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -3469818.000000 Penalty: 1007.038452
	Iteration 218Q: 3 clusters Score -3469818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -3469812.500000 Penalty: 1007.038452
	Iteration 219Q: 3 clusters Score -3469812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -3469807.500000 Penalty: 1007.038452
	Iteration 220F: 3 clusters Score -3469808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -3469811.000000 Penalty: 1007.038452
	Iteration 221Q: 3 clusters Score -3469811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -3469808.000000 Penalty: 1007.038452
	Iteration 222Q: 3 clusters Score -3469808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -3469807.250000 Penalty: 1007.038452
	Iteration 223Q: 3 clusters Score -3469807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -3469808.750000 Penalty: 1007.038452
	Iteration 224Q: 3 clusters Score -3469809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -3469816.000000 Penalty: 1007.038452
	Iteration 225Q: 3 clusters Score -3469816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -3469814.750000 Penalty: 1007.038452
	Iteration 226Q: 3 clusters Score -3469815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -3469820.250000 Penalty: 1007.038452
	Iteration 227Q: 3 clusters Score -3469820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -3469819.500000 Penalty: 1007.038452
	Iteration 228Q: 3 clusters Score -3469820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -3469826.500000 Penalty: 1007.038452
	Iteration 229Q: 3 clusters Score -3469826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -3469830.000000 Penalty: 1007.038452
	Iteration 230Q: 3 clusters Score -3469830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -3469832.250000 Penalty: 1007.038452
	Iteration 231Q: 3 clusters Score -3469832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -3469839.000000 Penalty: 1007.038452
	Iteration 232Q: 3 clusters Score -3469839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -3469829.250000 Penalty: 1007.038452
	Iteration 233Q: 3 clusters Score -3469829 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -3469826.750000 Penalty: 1007.038452
	Iteration 234Q: 3 clusters Score -3469827 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -3469830.500000 Penalty: 1007.038452
	Iteration 235Q: 3 clusters Score -3469830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -3469829.000000 Penalty: 1007.038452
	Iteration 236Q: 3 clusters Score -3469829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -3469833.750000 Penalty: 1007.038452
	Iteration 237Q: 3 clusters Score -3469834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -3469829.500000 Penalty: 1007.038452
	Iteration 238Q: 3 clusters Score -3469830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -3469829.750000 Penalty: 1007.038452
	Iteration 239Q: 3 clusters Score -3469830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -3469822.250000 Penalty: 1007.038452
	Iteration 240F: 3 clusters Score -3469822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -3469820.500000 Penalty: 1007.038452
	Iteration 241Q: 3 clusters Score -3469820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -3469817.250000 Penalty: 1007.038452
	Iteration 242Q: 3 clusters Score -3469817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -3469822.750000 Penalty: 1007.038452
	Iteration 243Q: 3 clusters Score -3469823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -3469823.000000 Penalty: 1007.038452
	Iteration 244Q: 3 clusters Score -3469823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -3469823.250000 Penalty: 1007.038452
	Iteration 245Q: 3 clusters Score -3469823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -3469819.000000 Penalty: 1007.038452
	Iteration 246Q: 3 clusters Score -3469819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -3469822.000000 Penalty: 1007.038452
	Iteration 247Q: 3 clusters Score -3469822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -3469827.250000 Penalty: 1007.038452
	Iteration 248Q: 3 clusters Score -3469827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -3469825.000000 Penalty: 1007.038452
	Iteration 249Q: 3 clusters Score -3469825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -3469828.000000 Penalty: 1007.038452
	Iteration 250Q: 3 clusters Score -3469828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -3469829.250000 Penalty: 1007.038452
	Iteration 251Q: 3 clusters Score -3469829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -3469829.750000 Penalty: 1007.038452
	Iteration 252Q: 3 clusters Score -3469830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -3469829.750000 Penalty: 1007.038452
	Iteration 253Q: 3 clusters Score -3469830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -3469826.000000 Penalty: 1007.038452
	Iteration 254Q: 3 clusters Score -3469826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -3469825.250000 Penalty: 1007.038452
	Iteration 255Q: 3 clusters Score -3469825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -3469827.750000 Penalty: 1007.038452
	Iteration 256Q: 3 clusters Score -3469828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -3469830.750000 Penalty: 1007.038452
	Iteration 257Q: 3 clusters Score -3469831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -3469828.250000 Penalty: 1007.038452
	Iteration 258Q: 3 clusters Score -3469828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -3469828.500000 Penalty: 1007.038452
	Iteration 259Q: 3 clusters Score -3469828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -3469829.250000 Penalty: 1007.038452
	Iteration 260F: 3 clusters Score -3469829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -3469838.000000 Penalty: 1007.038452
	Iteration 261Q: 3 clusters Score -3469838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -3469840.000000 Penalty: 1007.038452
	Iteration 262Q: 3 clusters Score -3469840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -3469843.500000 Penalty: 1007.038452
	Iteration 263Q: 3 clusters Score -3469844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -3469843.000000 Penalty: 1007.038452
	Iteration 264Q: 3 clusters Score -3469843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -3469843.500000 Penalty: 1007.038452
	Iteration 265Q: 3 clusters Score -3469844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -3469848.500000 Penalty: 1007.038452
	Iteration 266Q: 3 clusters Score -3469848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -3469850.000000 Penalty: 1007.038452
	Iteration 267Q: 3 clusters Score -3469850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -3469846.750000 Penalty: 1007.038452
	Iteration 268Q: 3 clusters Score -3469847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -3469846.000000 Penalty: 1007.038452
	Iteration 269Q: 3 clusters Score -3469846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -3469851.500000 Penalty: 1007.038452
	Iteration 270Q: 3 clusters Score -3469852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -3469854.750000 Penalty: 1007.038452
	Iteration 271Q: 3 clusters Score -3469855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -3469859.750000 Penalty: 1007.038452
	Iteration 272Q: 3 clusters Score -3469860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -3469854.750000 Penalty: 1007.038452
	Iteration 273Q: 3 clusters Score -3469855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -3469855.750000 Penalty: 1007.038452
	Iteration 274Q: 3 clusters Score -3469856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -3469850.500000 Penalty: 1007.038452
	Iteration 275Q: 3 clusters Score -3469850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -3469849.500000 Penalty: 1007.038452
	Iteration 276Q: 3 clusters Score -3469850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -3469846.000000 Penalty: 1007.038452
	Iteration 277Q: 3 clusters Score -3469846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -3469849.500000 Penalty: 1007.038452
	Iteration 278Q: 3 clusters Score -3469850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -3469849.500000 Penalty: 1007.038452
	Iteration 279F: 3 clusters Score -3469850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Entering Unmasked Estep 
Score: -754306.000000 Penalty: 435.835205
	Iteration 0F: 2 clusters Score -754306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -744720.937500 Penalty: 871.670410
	Iteration 0F: 3 clusters Score -744720.9 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -749102.937500 Penalty: 871.670410
	Iteration 1F: 3 clusters Score -749102.9 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -750110.812500 Penalty: 871.670410
	Iteration 2F: 3 clusters Score -750110.8 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -751601.437500 Penalty: 871.670410
	Iteration 3F: 3 clusters Score -751601.4 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -753005.375000 Penalty: 871.670410
	Iteration 4F: 3 clusters Score -753005.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -753754.187500 Penalty: 871.670410
	Iteration 5Q: 3 clusters Score -753754.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -754068.750000 Penalty: 871.670410
	Iteration 6Q: 3 clusters Score -754068.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -754188.062500 Penalty: 871.670410
	Iteration 7Q: 3 clusters Score -754188.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -754258.875000 Penalty: 871.670410
	Iteration 8Q: 3 clusters Score -754258.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -754307.187500 Penalty: 871.670410
	Iteration 9Q: 3 clusters Score -754307.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -754347.750000 Penalty: 871.670410
	Iteration 10Q: 3 clusters Score -754347.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -754369.125000 Penalty: 871.670410
	Iteration 11Q: 3 clusters Score -754369.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -754380.312500 Penalty: 871.670410
	Iteration 12Q: 3 clusters Score -754380.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -754390.000000 Penalty: 871.670410
	Iteration 13Q: 3 clusters Score -754390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -754400.562500 Penalty: 871.670410
	Iteration 14Q: 3 clusters Score -754400.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -754405.500000 Penalty: 871.670410
	Iteration 15Q: 3 clusters Score -754405.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -754411.250000 Penalty: 871.670410
	Iteration 16Q: 3 clusters Score -754411.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -754412.562500 Penalty: 871.670410
	Iteration 17Q: 3 clusters Score -754412.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -754417.312500 Penalty: 871.670410
	Iteration 18Q: 3 clusters Score -754417.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -754421.437500 Penalty: 871.670410
	Iteration 19Q: 3 clusters Score -754421.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -754425.875000 Penalty: 871.670410
	Iteration 20F: 3 clusters Score -754425.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -754433.812500 Penalty: 871.670410
	Iteration 21Q: 3 clusters Score -754433.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -754438.312500 Penalty: 871.670410
	Iteration 22Q: 3 clusters Score -754438.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -754441.625000 Penalty: 871.670410
	Iteration 23Q: 3 clusters Score -754441.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -754442.750000 Penalty: 871.670410
	Iteration 24Q: 3 clusters Score -754442.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -754447.125000 Penalty: 871.670410
	Iteration 25Q: 3 clusters Score -754447.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -754446.562500 Penalty: 871.670410
	Iteration 26Q: 3 clusters Score -754446.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -754449.062500 Penalty: 871.670410
	Iteration 27Q: 3 clusters Score -754449.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -754451.062500 Penalty: 871.670410
	Iteration 28Q: 3 clusters Score -754451.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -754452.687500 Penalty: 871.670410
	Iteration 29Q: 3 clusters Score -754452.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -754455.125000 Penalty: 871.670410
	Iteration 30Q: 3 clusters Score -754455.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -754459.500000 Penalty: 871.670410
	Iteration 31Q: 3 clusters Score -754459.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -754462.312500 Penalty: 871.670410
	Iteration 32Q: 3 clusters Score -754462.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -754465.437500 Penalty: 871.670410
	Iteration 33Q: 3 clusters Score -754465.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -754470.625000 Penalty: 871.670410
	Iteration 34Q: 3 clusters Score -754470.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -754476.437500 Penalty: 871.670410
	Iteration 35Q: 3 clusters Score -754476.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -754479.187500 Penalty: 871.670410
	Iteration 36Q: 3 clusters Score -754479.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -754485.125000 Penalty: 871.670410
	Iteration 37Q: 3 clusters Score -754485.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -754489.187500 Penalty: 871.670410
	Iteration 38Q: 3 clusters Score -754489.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -754495.687500 Penalty: 871.670410
	Iteration 39Q: 3 clusters Score -754495.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -754498.000000 Penalty: 871.670410
	Iteration 40F: 3 clusters Score -754498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -754502.687500 Penalty: 871.670410
	Iteration 41Q: 3 clusters Score -754502.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -754504.312500 Penalty: 871.670410
	Iteration 42Q: 3 clusters Score -754504.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -754504.937500 Penalty: 871.670410
	Iteration 43Q: 3 clusters Score -754504.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -754509.187500 Penalty: 871.670410
	Iteration 44Q: 3 clusters Score -754509.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -754510.187500 Penalty: 871.670410
	Iteration 45Q: 3 clusters Score -754510.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -754515.125000 Penalty: 871.670410
	Iteration 46Q: 3 clusters Score -754515.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -754516.437500 Penalty: 871.670410
	Iteration 47Q: 3 clusters Score -754516.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -754518.562500 Penalty: 871.670410
	Iteration 48Q: 3 clusters Score -754518.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -754522.125000 Penalty: 871.670410
	Iteration 49Q: 3 clusters Score -754522.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -754523.062500 Penalty: 871.670410
	Iteration 50Q: 3 clusters Score -754523.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -754525.625000 Penalty: 871.670410
	Iteration 51Q: 3 clusters Score -754525.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -754527.125000 Penalty: 871.670410
	Iteration 52Q: 3 clusters Score -754527.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -754530.125000 Penalty: 871.670410
	Iteration 53Q: 3 clusters Score -754530.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -754533.062500 Penalty: 871.670410
	Iteration 54Q: 3 clusters Score -754533.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -754537.687500 Penalty: 871.670410
	Iteration 55Q: 3 clusters Score -754537.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -754540.250000 Penalty: 871.670410
	Iteration 56Q: 3 clusters Score -754540.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -754541.875000 Penalty: 871.670410
	Iteration 57Q: 3 clusters Score -754541.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -754541.500000 Penalty: 871.670410
	Iteration 58Q: 3 clusters Score -754541.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -754543.500000 Penalty: 871.670410
	Iteration 59Q: 3 clusters Score -754543.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -754547.000000 Penalty: 871.670410
	Iteration 60F: 3 clusters Score -754547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -754550.312500 Penalty: 871.670410
	Iteration 61Q: 3 clusters Score -754550.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -754554.625000 Penalty: 871.670410
	Iteration 62Q: 3 clusters Score -754554.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -754556.562500 Penalty: 871.670410
	Iteration 63Q: 3 clusters Score -754556.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -754558.625000 Penalty: 871.670410
	Iteration 64Q: 3 clusters Score -754558.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -754559.562500 Penalty: 871.670410
	Iteration 65Q: 3 clusters Score -754559.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -754563.062500 Penalty: 871.670410
	Iteration 66Q: 3 clusters Score -754563.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -754564.562500 Penalty: 871.670410
	Iteration 67Q: 3 clusters Score -754564.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -754562.125000 Penalty: 871.670410
	Iteration 68Q: 3 clusters Score -754562.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -754564.000000 Penalty: 871.670410
	Iteration 69Q: 3 clusters Score -754564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -754564.875000 Penalty: 871.670410
	Iteration 70Q: 3 clusters Score -754564.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -754566.500000 Penalty: 871.670410
	Iteration 71Q: 3 clusters Score -754566.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -754568.812500 Penalty: 871.670410
	Iteration 72Q: 3 clusters Score -754568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -754569.875000 Penalty: 871.670410
	Iteration 73Q: 3 clusters Score -754569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -754569.562500 Penalty: 871.670410
	Iteration 74Q: 3 clusters Score -754569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -754569.125000 Penalty: 871.670410
	Iteration 75Q: 3 clusters Score -754569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -754568.625000 Penalty: 871.670410
	Iteration 76Q: 3 clusters Score -754568.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -754568.625000 Penalty: 871.670410
	Iteration 77F: 3 clusters Score -754568.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 5286 members 
Mstep: Class 3 contains 91961 members 
Mstep: Class 4 contains 7005 members 
Mstep: Class 5 contains 85170 members 
Mstep: Class 6 contains 153908 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 26327 members 
Mstep: Class 11 contains 73387 members 
Mstep: Class 12 contains 22191 members 
Mstep: Class 13 contains 63982 members 
Mstep: Class 14 contains 11789 members 
Mstep: Class 15 contains 88149 members 
Mstep: Class 16 contains 2434 members 
Mstep: Class 17 contains 13570 members 
Mstep: Class 18 contains 76433 members 
Mstep: Class 19 contains 78823 members 
Mstep: Class 20 contains 136458 members 
Mstep: Class 21 contains 50567 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 41433 members 
Mstep: Class 25 contains 9346 members 
Mstep: Class 26 contains 2186 members 
Mstep: Class 27 contains 28042 members 
Mstep: Class 28 contains 5644 members 
Mstep: Class 29 contains 160971 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2712 members 
Mstep: Class 32 contains 11003 members 
Mstep: Class 33 contains 11499 members 
Mstep: Class 34 contains 83731 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 96245 members 
Mstep: Class 37 contains 92198 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76396 members 
Mstep: Class 41 contains 2666 members 
Entering Unmasked Estep 
Score: -87413040.000000 Penalty: 26795.666016
Splitting cluster 14 changes total score from -87412984.000000 to -87413040.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 15 (88149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Entering Unmasked Estep 
Score: -4648885.000000 Penalty: 518.098633
	Iteration 0F: 2 clusters Score -4648885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -4589962.000000 Penalty: 1036.197266
	Iteration 0F: 3 clusters Score -4589962 nChanged 43145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4618521.500000 Penalty: 1036.197266
	Iteration 1F: 3 clusters Score -4618522 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4621614.500000 Penalty: 1036.197266
	Iteration 2F: 3 clusters Score -4621614 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -4626195.000000 Penalty: 1036.197266
	Iteration 3F: 3 clusters Score -4626195 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -4631938.000000 Penalty: 1036.197266
	Iteration 4F: 3 clusters Score -4631938 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -4637474.000000 Penalty: 1036.197266
	Iteration 5F: 3 clusters Score -4637474 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76765 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4641295.500000 Penalty: 1036.197266
	Iteration 6Q: 3 clusters Score -4641296 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -4643523.500000 Penalty: 1036.197266
	Iteration 7Q: 3 clusters Score -4643524 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4644924.500000 Penalty: 1036.197266
	Iteration 8Q: 3 clusters Score -4644924 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83233 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -4645992.500000 Penalty: 1036.197266
	Iteration 9Q: 3 clusters Score -4645992 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -4646814.000000 Penalty: 1036.197266
	Iteration 10Q: 3 clusters Score -4646814 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4647420.000000 Penalty: 1036.197266
	Iteration 11Q: 3 clusters Score -4647420 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4647799.000000 Penalty: 1036.197266
	Iteration 12Q: 3 clusters Score -4647799 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4648071.000000 Penalty: 1036.197266
	Iteration 13Q: 3 clusters Score -4648071 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4648266.500000 Penalty: 1036.197266
	Iteration 14Q: 3 clusters Score -4648266 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4648383.000000 Penalty: 1036.197266
	Iteration 15Q: 3 clusters Score -4648383 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4648451.000000 Penalty: 1036.197266
	Iteration 16Q: 3 clusters Score -4648451 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4648503.000000 Penalty: 1036.197266
	Iteration 17Q: 3 clusters Score -4648503 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87475 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4648533.500000 Penalty: 1036.197266
	Iteration 18Q: 3 clusters Score -4648534 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87523 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4648566.000000 Penalty: 1036.197266
	Iteration 19Q: 3 clusters Score -4648566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4648585.500000 Penalty: 1036.197266
	Iteration 20F: 3 clusters Score -4648586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4648614.500000 Penalty: 1036.197266
	Iteration 21Q: 3 clusters Score -4648614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87615 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4648631.000000 Penalty: 1036.197266
	Iteration 22Q: 3 clusters Score -4648631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87628 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4648639.000000 Penalty: 1036.197266
	Iteration 23Q: 3 clusters Score -4648639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4648640.500000 Penalty: 1036.197266
	Iteration 24Q: 3 clusters Score -4648640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4648639.000000 Penalty: 1036.197266
	Iteration 25Q: 3 clusters Score -4648639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4648640.000000 Penalty: 1036.197266
	Iteration 26Q: 3 clusters Score -4648640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4648643.500000 Penalty: 1036.197266
	Iteration 27Q: 3 clusters Score -4648644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4648649.000000 Penalty: 1036.197266
	Iteration 28Q: 3 clusters Score -4648649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4648647.500000 Penalty: 1036.197266
	Iteration 29Q: 3 clusters Score -4648648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4648650.500000 Penalty: 1036.197266
	Iteration 30Q: 3 clusters Score -4648650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4648653.000000 Penalty: 1036.197266
	Iteration 31Q: 3 clusters Score -4648653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4648653.000000 Penalty: 1036.197266
	Iteration 32Q: 3 clusters Score -4648653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4648654.000000 Penalty: 1036.197266
	Iteration 33Q: 3 clusters Score -4648654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4648652.500000 Penalty: 1036.197266
	Iteration 34Q: 3 clusters Score -4648652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4648649.500000 Penalty: 1036.197266
	Iteration 35Q: 3 clusters Score -4648650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4648654.000000 Penalty: 1036.197266
	Iteration 36Q: 3 clusters Score -4648654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4648651.500000 Penalty: 1036.197266
	Iteration 37Q: 3 clusters Score -4648652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4648651.500000 Penalty: 1036.197266
	Iteration 38F: 3 clusters Score -4648652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -128140.937500 Penalty: 354.776764
	Iteration 0F: 2 clusters Score -128140.9 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 1214 members 
Entering Unmasked Estep 
Score: -126453.507812 Penalty: 709.553528
	Iteration 0F: 3 clusters Score -126453.5 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -126979.757812 Penalty: 709.553528
	Iteration 1F: 3 clusters Score -126979.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -127033.742188 Penalty: 709.553528
	Iteration 2F: 3 clusters Score -127033.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -127069.093750 Penalty: 709.553528
	Iteration 3Q: 3 clusters Score -127069.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -127102.507812 Penalty: 709.553528
	Iteration 4Q: 3 clusters Score -127102.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -127144.125000 Penalty: 709.553528
	Iteration 5Q: 3 clusters Score -127144.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -127203.000000 Penalty: 709.553528
	Iteration 6Q: 3 clusters Score -127203 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -127260.671875 Penalty: 709.553528
	Iteration 7Q: 3 clusters Score -127260.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -127310.703125 Penalty: 709.553528
	Iteration 8Q: 3 clusters Score -127310.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -127371.398438 Penalty: 709.553528
	Iteration 9Q: 3 clusters Score -127371.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -127445.898438 Penalty: 709.553528
	Iteration 10Q: 3 clusters Score -127445.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -127498.351562 Penalty: 709.553528
	Iteration 11Q: 3 clusters Score -127498.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -127555.992188 Penalty: 709.553528
	Iteration 12Q: 3 clusters Score -127556 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -127603.296875 Penalty: 709.553528
	Iteration 13Q: 3 clusters Score -127603.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -127648.351562 Penalty: 709.553528
	Iteration 14Q: 3 clusters Score -127648.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -127687.812500 Penalty: 709.553528
	Iteration 15Q: 3 clusters Score -127687.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -127722.789062 Penalty: 709.553528
	Iteration 16Q: 3 clusters Score -127722.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -127760.273438 Penalty: 709.553528
	Iteration 17Q: 3 clusters Score -127760.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127787.507812 Penalty: 709.553528
	Iteration 18Q: 3 clusters Score -127787.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127807.523438 Penalty: 709.553528
	Iteration 19Q: 3 clusters Score -127807.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -127819.648438 Penalty: 709.553528
	Iteration 20F: 3 clusters Score -127819.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -127826.273438 Penalty: 709.553528
	Iteration 21Q: 3 clusters Score -127826.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -127831.171875 Penalty: 709.553528
	Iteration 22Q: 3 clusters Score -127831.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127837.953125 Penalty: 709.553528
	Iteration 23Q: 3 clusters Score -127838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127842.296875 Penalty: 709.553528
	Iteration 24Q: 3 clusters Score -127842.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127845.007812 Penalty: 709.553528
	Iteration 25Q: 3 clusters Score -127845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127847.250000 Penalty: 709.553528
	Iteration 26Q: 3 clusters Score -127847.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -127849.828125 Penalty: 709.553528
	Iteration 27Q: 3 clusters Score -127849.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -127853.687500 Penalty: 709.553528
	Iteration 28Q: 3 clusters Score -127853.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -127855.398438 Penalty: 709.553528
	Iteration 29Q: 3 clusters Score -127855.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127858.515625 Penalty: 709.553528
	Iteration 30Q: 3 clusters Score -127858.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -127860.226562 Penalty: 709.553528
	Iteration 31Q: 3 clusters Score -127860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -127862.617188 Penalty: 709.553528
	Iteration 32Q: 3 clusters Score -127862.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -127865.078125 Penalty: 709.553528
	Iteration 33Q: 3 clusters Score -127865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -127870.523438 Penalty: 709.553528
	Iteration 34Q: 3 clusters Score -127870.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127881.320312 Penalty: 709.553528
	Iteration 35Q: 3 clusters Score -127881.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -127887.062500 Penalty: 709.553528
	Iteration 36Q: 3 clusters Score -127887.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -127888.835938 Penalty: 709.553528
	Iteration 37Q: 3 clusters Score -127888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -127890.789062 Penalty: 709.553528
	Iteration 38Q: 3 clusters Score -127890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -127892.203125 Penalty: 709.553528
	Iteration 39Q: 3 clusters Score -127892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -127893.312500 Penalty: 709.553528
	Iteration 40F: 3 clusters Score -127893.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -127893.437500 Penalty: 709.553528
	Iteration 41Q: 3 clusters Score -127893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -127893.656250 Penalty: 709.553528
	Iteration 42Q: 3 clusters Score -127893.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -127894.117188 Penalty: 709.553528
	Iteration 43Q: 3 clusters Score -127894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -127894.625000 Penalty: 709.553528
	Iteration 44Q: 3 clusters Score -127894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -127894.625000 Penalty: 709.553528
	Iteration 45F: 3 clusters Score -127894.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Entering Unmasked Estep 
Score: -733518.437500 Penalty: 432.960541
	Iteration 0F: 2 clusters Score -733518.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -724481.250000 Penalty: 865.921082
	Iteration 0F: 3 clusters Score -724481.2 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -728006.000000 Penalty: 865.921082
	Iteration 1F: 3 clusters Score -728006 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -728167.687500 Penalty: 865.921082
	Iteration 2Q: 3 clusters Score -728167.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -728411.375000 Penalty: 865.921082
	Iteration 3Q: 3 clusters Score -728411.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -728750.125000 Penalty: 865.921082
	Iteration 4Q: 3 clusters Score -728750.1 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -729230.750000 Penalty: 865.921082
	Iteration 5F: 3 clusters Score -729230.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -729839.062500 Penalty: 865.921082
	Iteration 6F: 3 clusters Score -729839.1 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -730489.812500 Penalty: 865.921082
	Iteration 7F: 3 clusters Score -730489.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -730945.500000 Penalty: 865.921082
	Iteration 8F: 3 clusters Score -730945.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -731191.187500 Penalty: 865.921082
	Iteration 9Q: 3 clusters Score -731191.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -731365.812500 Penalty: 865.921082
	Iteration 10Q: 3 clusters Score -731365.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -731538.312500 Penalty: 865.921082
	Iteration 11Q: 3 clusters Score -731538.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -731741.500000 Penalty: 865.921082
	Iteration 12Q: 3 clusters Score -731741.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -732000.437500 Penalty: 865.921082
	Iteration 13Q: 3 clusters Score -732000.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -732284.250000 Penalty: 865.921082
	Iteration 14Q: 3 clusters Score -732284.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -732608.687500 Penalty: 865.921082
	Iteration 15Q: 3 clusters Score -732608.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -732892.812500 Penalty: 865.921082
	Iteration 16Q: 3 clusters Score -732892.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -733087.937500 Penalty: 865.921082
	Iteration 17Q: 3 clusters Score -733087.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -733191.062500 Penalty: 865.921082
	Iteration 18Q: 3 clusters Score -733191.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -733246.187500 Penalty: 865.921082
	Iteration 19Q: 3 clusters Score -733246.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -733305.125000 Penalty: 865.921082
	Iteration 20F: 3 clusters Score -733305.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -733335.062500 Penalty: 865.921082
	Iteration 21Q: 3 clusters Score -733335.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -733352.812500 Penalty: 865.921082
	Iteration 22Q: 3 clusters Score -733352.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -733360.437500 Penalty: 865.921082
	Iteration 23Q: 3 clusters Score -733360.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -733370.562500 Penalty: 865.921082
	Iteration 24Q: 3 clusters Score -733370.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -733373.312500 Penalty: 865.921082
	Iteration 25Q: 3 clusters Score -733373.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -733373.875000 Penalty: 865.921082
	Iteration 26Q: 3 clusters Score -733373.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -733375.312500 Penalty: 865.921082
	Iteration 27Q: 3 clusters Score -733375.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -733374.437500 Penalty: 865.921082
	Iteration 28Q: 3 clusters Score -733374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -733374.937500 Penalty: 865.921082
	Iteration 29Q: 3 clusters Score -733374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -733375.375000 Penalty: 865.921082
	Iteration 30Q: 3 clusters Score -733375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -733376.375000 Penalty: 865.921082
	Iteration 31Q: 3 clusters Score -733376.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -733376.375000 Penalty: 865.921082
	Iteration 32F: 3 clusters Score -733376.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76433 members 
Entering Unmasked Estep 
Score: -4109271.000000 Penalty: 511.609741
	Iteration 0F: 2 clusters Score -4109271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -4057682.000000 Penalty: 1023.219482
	Iteration 0F: 3 clusters Score -4057682 nChanged 37203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -4080671.750000 Penalty: 1023.219482
	Iteration 1F: 3 clusters Score -4080672 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -4082007.000000 Penalty: 1023.219482
	Iteration 2Q: 3 clusters Score -4082007 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4084326.500000 Penalty: 1023.219482
	Iteration 3F: 3 clusters Score -4084326 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -4088286.000000 Penalty: 1023.219482
	Iteration 4F: 3 clusters Score -4088286 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4093270.000000 Penalty: 1023.219482
	Iteration 5F: 3 clusters Score -4093270 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4097501.500000 Penalty: 1023.219482
	Iteration 6F: 3 clusters Score -4097502 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4099382.750000 Penalty: 1023.219482
	Iteration 7Q: 3 clusters Score -4099383 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -4100156.000000 Penalty: 1023.219482
	Iteration 8Q: 3 clusters Score -4100156 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4100663.000000 Penalty: 1023.219482
	Iteration 9Q: 3 clusters Score -4100663 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -4101171.500000 Penalty: 1023.219482
	Iteration 10Q: 3 clusters Score -4101172 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -4101671.000000 Penalty: 1023.219482
	Iteration 11Q: 3 clusters Score -4101671 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4102226.500000 Penalty: 1023.219482
	Iteration 12Q: 3 clusters Score -4102226 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -4102791.500000 Penalty: 1023.219482
	Iteration 13Q: 3 clusters Score -4102792 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -4103421.750000 Penalty: 1023.219482
	Iteration 14Q: 3 clusters Score -4103422 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -4103905.250000 Penalty: 1023.219482
	Iteration 15Q: 3 clusters Score -4103905 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -4104384.250000 Penalty: 1023.219482
	Iteration 16Q: 3 clusters Score -4104384 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -4104822.500000 Penalty: 1023.219482
	Iteration 17Q: 3 clusters Score -4104822 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -4105183.000000 Penalty: 1023.219482
	Iteration 18Q: 3 clusters Score -4105183 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69016 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -4105561.000000 Penalty: 1023.219482
	Iteration 19Q: 3 clusters Score -4105561 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -4105924.250000 Penalty: 1023.219482
	Iteration 20F: 3 clusters Score -4105924 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70471 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -4106240.750000 Penalty: 1023.219482
	Iteration 21Q: 3 clusters Score -4106241 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4106553.000000 Penalty: 1023.219482
	Iteration 22Q: 3 clusters Score -4106553 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4106808.000000 Penalty: 1023.219482
	Iteration 23Q: 3 clusters Score -4106808 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4107040.250000 Penalty: 1023.219482
	Iteration 24Q: 3 clusters Score -4107040 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -4107259.000000 Penalty: 1023.219482
	Iteration 25Q: 3 clusters Score -4107259 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4107459.500000 Penalty: 1023.219482
	Iteration 26Q: 3 clusters Score -4107460 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4107679.750000 Penalty: 1023.219482
	Iteration 27Q: 3 clusters Score -4107680 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4107874.000000 Penalty: 1023.219482
	Iteration 28Q: 3 clusters Score -4107874 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4108073.500000 Penalty: 1023.219482
	Iteration 29Q: 3 clusters Score -4108074 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4108220.500000 Penalty: 1023.219482
	Iteration 30Q: 3 clusters Score -4108220 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4108341.000000 Penalty: 1023.219482
	Iteration 31Q: 3 clusters Score -4108341 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4108451.500000 Penalty: 1023.219482
	Iteration 32Q: 3 clusters Score -4108452 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75489 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4108535.500000 Penalty: 1023.219482
	Iteration 33Q: 3 clusters Score -4108536 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4108605.250000 Penalty: 1023.219482
	Iteration 34Q: 3 clusters Score -4108605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4108664.750000 Penalty: 1023.219482
	Iteration 35Q: 3 clusters Score -4108665 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4108701.500000 Penalty: 1023.219482
	Iteration 36Q: 3 clusters Score -4108702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4108747.250000 Penalty: 1023.219482
	Iteration 37Q: 3 clusters Score -4108747 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75995 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4108765.750000 Penalty: 1023.219482
	Iteration 38Q: 3 clusters Score -4108766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4108780.250000 Penalty: 1023.219482
	Iteration 39Q: 3 clusters Score -4108780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76063 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4108800.250000 Penalty: 1023.219482
	Iteration 40F: 3 clusters Score -4108800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76089 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4108814.000000 Penalty: 1023.219482
	Iteration 41Q: 3 clusters Score -4108814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4108820.000000 Penalty: 1023.219482
	Iteration 42Q: 3 clusters Score -4108820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4108835.750000 Penalty: 1023.219482
	Iteration 43Q: 3 clusters Score -4108836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4108837.250000 Penalty: 1023.219482
	Iteration 44Q: 3 clusters Score -4108837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4108839.000000 Penalty: 1023.219482
	Iteration 45Q: 3 clusters Score -4108839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4108839.750000 Penalty: 1023.219482
	Iteration 46Q: 3 clusters Score -4108840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76168 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4108835.500000 Penalty: 1023.219482
	Iteration 47Q: 3 clusters Score -4108836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4108837.750000 Penalty: 1023.219482
	Iteration 48Q: 3 clusters Score -4108838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4108840.250000 Penalty: 1023.219482
	Iteration 49Q: 3 clusters Score -4108840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76186 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4108845.750000 Penalty: 1023.219482
	Iteration 50Q: 3 clusters Score -4108846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4108850.000000 Penalty: 1023.219482
	Iteration 51Q: 3 clusters Score -4108850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4108854.250000 Penalty: 1023.219482
	Iteration 52Q: 3 clusters Score -4108854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4108854.500000 Penalty: 1023.219482
	Iteration 53Q: 3 clusters Score -4108854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76213 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4108860.000000 Penalty: 1023.219482
	Iteration 54Q: 3 clusters Score -4108860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76216 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4108862.000000 Penalty: 1023.219482
	Iteration 55Q: 3 clusters Score -4108862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4108857.250000 Penalty: 1023.219482
	Iteration 56Q: 3 clusters Score -4108857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4108861.000000 Penalty: 1023.219482
	Iteration 57Q: 3 clusters Score -4108861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4108859.750000 Penalty: 1023.219482
	Iteration 58Q: 3 clusters Score -4108860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4108861.500000 Penalty: 1023.219482
	Iteration 59Q: 3 clusters Score -4108862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4108861.500000 Penalty: 1023.219482
	Iteration 60F: 3 clusters Score -4108862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (78823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Entering Unmasked Estep 
Score: -4360606.500000 Penalty: 513.010681
	Iteration 0F: 2 clusters Score -4360606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -4307452.000000 Penalty: 1026.021362
	Iteration 0F: 3 clusters Score -4307452 nChanged 38640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -4330909.000000 Penalty: 1026.021362
	Iteration 1F: 3 clusters Score -4330909 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -4332167.500000 Penalty: 1026.021362
	Iteration 2Q: 3 clusters Score -4332168 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -4334313.000000 Penalty: 1026.021362
	Iteration 3F: 3 clusters Score -4334313 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -4338113.500000 Penalty: 1026.021362
	Iteration 4F: 3 clusters Score -4338114 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4343677.500000 Penalty: 1026.021362
	Iteration 5F: 3 clusters Score -4343678 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4349494.000000 Penalty: 1026.021362
	Iteration 6F: 3 clusters Score -4349494 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4352626.500000 Penalty: 1026.021362
	Iteration 7Q: 3 clusters Score -4352626 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4354014.500000 Penalty: 1026.021362
	Iteration 8Q: 3 clusters Score -4354014 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4354859.000000 Penalty: 1026.021362
	Iteration 9Q: 3 clusters Score -4354859 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4355472.500000 Penalty: 1026.021362
	Iteration 10Q: 3 clusters Score -4355472 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4356009.000000 Penalty: 1026.021362
	Iteration 11Q: 3 clusters Score -4356009 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4356463.500000 Penalty: 1026.021362
	Iteration 12Q: 3 clusters Score -4356464 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -4356863.500000 Penalty: 1026.021362
	Iteration 13Q: 3 clusters Score -4356864 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4357145.500000 Penalty: 1026.021362
	Iteration 14Q: 3 clusters Score -4357146 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61654 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -4357318.500000 Penalty: 1026.021362
	Iteration 15Q: 3 clusters Score -4357318 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -4357419.000000 Penalty: 1026.021362
	Iteration 16Q: 3 clusters Score -4357419 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4357496.000000 Penalty: 1026.021362
	Iteration 17Q: 3 clusters Score -4357496 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4357548.000000 Penalty: 1026.021362
	Iteration 18Q: 3 clusters Score -4357548 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4357598.000000 Penalty: 1026.021362
	Iteration 19Q: 3 clusters Score -4357598 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4357609.000000 Penalty: 1026.021362
	Iteration 20F: 3 clusters Score -4357609 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4357611.500000 Penalty: 1026.021362
	Iteration 21Q: 3 clusters Score -4357612 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62083 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4357608.500000 Penalty: 1026.021362
	Iteration 22Q: 3 clusters Score -4357608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62142 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -4357618.000000 Penalty: 1026.021362
	Iteration 23Q: 3 clusters Score -4357618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -4357617.500000 Penalty: 1026.021362
	Iteration 24Q: 3 clusters Score -4357618 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -4357615.000000 Penalty: 1026.021362
	Iteration 25Q: 3 clusters Score -4357615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -4357609.000000 Penalty: 1026.021362
	Iteration 26Q: 3 clusters Score -4357609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -4357611.000000 Penalty: 1026.021362
	Iteration 27Q: 3 clusters Score -4357611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4357614.000000 Penalty: 1026.021362
	Iteration 28Q: 3 clusters Score -4357614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -4357609.500000 Penalty: 1026.021362
	Iteration 29Q: 3 clusters Score -4357610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4357609.500000 Penalty: 1026.021362
	Iteration 30Q: 3 clusters Score -4357610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -4357609.500000 Penalty: 1026.021362
	Iteration 31Q: 3 clusters Score -4357610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -4357605.500000 Penalty: 1026.021362
	Iteration 32Q: 3 clusters Score -4357606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -4357611.500000 Penalty: 1026.021362
	Iteration 33Q: 3 clusters Score -4357612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4357611.500000 Penalty: 1026.021362
	Iteration 34Q: 3 clusters Score -4357612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4357619.500000 Penalty: 1026.021362
	Iteration 35Q: 3 clusters Score -4357620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4357619.500000 Penalty: 1026.021362
	Iteration 36Q: 3 clusters Score -4357620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4357613.500000 Penalty: 1026.021362
	Iteration 37Q: 3 clusters Score -4357614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4357611.000000 Penalty: 1026.021362
	Iteration 38Q: 3 clusters Score -4357611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -4357608.500000 Penalty: 1026.021362
	Iteration 39Q: 3 clusters Score -4357608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -4357612.000000 Penalty: 1026.021362
	Iteration 40F: 3 clusters Score -4357612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -4357612.000000 Penalty: 1026.021362
	Iteration 41Q: 3 clusters Score -4357612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4357613.500000 Penalty: 1026.021362
	Iteration 42Q: 3 clusters Score -4357614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4357612.000000 Penalty: 1026.021362
	Iteration 43Q: 3 clusters Score -4357612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -4357615.000000 Penalty: 1026.021362
	Iteration 44Q: 3 clusters Score -4357615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4357609.500000 Penalty: 1026.021362
	Iteration 45Q: 3 clusters Score -4357610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -4357605.500000 Penalty: 1026.021362
	Iteration 46Q: 3 clusters Score -4357606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4357605.000000 Penalty: 1026.021362
	Iteration 47Q: 3 clusters Score -4357605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -4357604.000000 Penalty: 1026.021362
	Iteration 48Q: 3 clusters Score -4357604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4357599.000000 Penalty: 1026.021362
	Iteration 49Q: 3 clusters Score -4357599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4357598.500000 Penalty: 1026.021362
	Iteration 50Q: 3 clusters Score -4357598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4357598.500000 Penalty: 1026.021362
	Iteration 51F: 3 clusters Score -4357598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (136458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136458 members 
Entering Unmasked Estep 
Score: -7281504.500000 Penalty: 537.981628
	Iteration 0F: 2 clusters Score -7281504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -7197362.000000 Penalty: 1075.963257
	Iteration 0F: 3 clusters Score -7197362 nChanged 66924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -7240035.000000 Penalty: 1075.963257
	Iteration 1F: 3 clusters Score -7240035 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -7244331.500000 Penalty: 1075.963257
	Iteration 2F: 3 clusters Score -7244332 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -7250881.000000 Penalty: 1075.963257
	Iteration 3F: 3 clusters Score -7250881 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -7259110.000000 Penalty: 1075.963257
	Iteration 4F: 3 clusters Score -7259110 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119623 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -7266907.000000 Penalty: 1075.963257
	Iteration 5F: 3 clusters Score -7266907 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126708 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -7272742.000000 Penalty: 1075.963257
	Iteration 6F: 3 clusters Score -7272742 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -7276493.500000 Penalty: 1075.963257
	Iteration 7Q: 3 clusters Score -7276494 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133400 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7278513.000000 Penalty: 1075.963257
	Iteration 8Q: 3 clusters Score -7278513 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134653 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7279553.500000 Penalty: 1075.963257
	Iteration 9Q: 3 clusters Score -7279554 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135324 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7280153.000000 Penalty: 1075.963257
	Iteration 10Q: 3 clusters Score -7280153 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135663 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7280477.000000 Penalty: 1075.963257
	Iteration 11Q: 3 clusters Score -7280477 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135843 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7280651.000000 Penalty: 1075.963257
	Iteration 12Q: 3 clusters Score -7280651 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135951 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7280720.000000 Penalty: 1075.963257
	Iteration 13Q: 3 clusters Score -7280720 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136021 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7280798.500000 Penalty: 1075.963257
	Iteration 14Q: 3 clusters Score -7280798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136059 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7280842.000000 Penalty: 1075.963257
	Iteration 15Q: 3 clusters Score -7280842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136084 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7280875.500000 Penalty: 1075.963257
	Iteration 16Q: 3 clusters Score -7280876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136100 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7280898.000000 Penalty: 1075.963257
	Iteration 17Q: 3 clusters Score -7280898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136108 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7280907.000000 Penalty: 1075.963257
	Iteration 18Q: 3 clusters Score -7280907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136119 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7280914.500000 Penalty: 1075.963257
	Iteration 19Q: 3 clusters Score -7280914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136126 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7280937.000000 Penalty: 1075.963257
	Iteration 20F: 3 clusters Score -7280937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136133 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7280946.500000 Penalty: 1075.963257
	Iteration 21Q: 3 clusters Score -7280946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136135 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7280952.500000 Penalty: 1075.963257
	Iteration 22Q: 3 clusters Score -7280952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7280957.000000 Penalty: 1075.963257
	Iteration 23Q: 3 clusters Score -7280957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7280955.500000 Penalty: 1075.963257
	Iteration 24Q: 3 clusters Score -7280956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7280964.000000 Penalty: 1075.963257
	Iteration 25Q: 3 clusters Score -7280964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7280972.000000 Penalty: 1075.963257
	Iteration 26Q: 3 clusters Score -7280972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7280967.500000 Penalty: 1075.963257
	Iteration 27Q: 3 clusters Score -7280968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7280971.000000 Penalty: 1075.963257
	Iteration 28Q: 3 clusters Score -7280971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7280966.500000 Penalty: 1075.963257
	Iteration 29Q: 3 clusters Score -7280966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7280968.500000 Penalty: 1075.963257
	Iteration 30Q: 3 clusters Score -7280968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136140 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7280969.000000 Penalty: 1075.963257
	Iteration 31Q: 3 clusters Score -7280969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7280965.500000 Penalty: 1075.963257
	Iteration 32Q: 3 clusters Score -7280966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7280971.500000 Penalty: 1075.963257
	Iteration 33Q: 3 clusters Score -7280972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136144 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7280969.000000 Penalty: 1075.963257
	Iteration 34Q: 3 clusters Score -7280969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136144 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7280967.000000 Penalty: 1075.963257
	Iteration 35Q: 3 clusters Score -7280967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136147 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7280966.000000 Penalty: 1075.963257
	Iteration 36Q: 3 clusters Score -7280966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7280968.000000 Penalty: 1075.963257
	Iteration 37Q: 3 clusters Score -7280968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136149 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7280969.000000 Penalty: 1075.963257
	Iteration 38Q: 3 clusters Score -7280969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7280972.500000 Penalty: 1075.963257
	Iteration 39Q: 3 clusters Score -7280972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136137 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7280971.000000 Penalty: 1075.963257
	Iteration 40F: 3 clusters Score -7280971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136135 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7280971.000000 Penalty: 1075.963257
	Iteration 41Q: 3 clusters Score -7280971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136138 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7280982.500000 Penalty: 1075.963257
	Iteration 42Q: 3 clusters Score -7280982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7280982.000000 Penalty: 1075.963257
	Iteration 43Q: 3 clusters Score -7280982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7280984.000000 Penalty: 1075.963257
	Iteration 44Q: 3 clusters Score -7280984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136145 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7280990.000000 Penalty: 1075.963257
	Iteration 45Q: 3 clusters Score -7280990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136149 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7280991.500000 Penalty: 1075.963257
	Iteration 46Q: 3 clusters Score -7280992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7280991.000000 Penalty: 1075.963257
	Iteration 47Q: 3 clusters Score -7280991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136146 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7280996.500000 Penalty: 1075.963257
	Iteration 48Q: 3 clusters Score -7280996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7280998.000000 Penalty: 1075.963257
	Iteration 49Q: 3 clusters Score -7280998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136150 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7280997.000000 Penalty: 1075.963257
	Iteration 50Q: 3 clusters Score -7280997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136152 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7280993.500000 Penalty: 1075.963257
	Iteration 51Q: 3 clusters Score -7280994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136153 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7280993.500000 Penalty: 1075.963257
	Iteration 52Q: 3 clusters Score -7280994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136149 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7280999.000000 Penalty: 1075.963257
	Iteration 53Q: 3 clusters Score -7280999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136146 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7281002.500000 Penalty: 1075.963257
	Iteration 54Q: 3 clusters Score -7281002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136145 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7280997.500000 Penalty: 1075.963257
	Iteration 55Q: 3 clusters Score -7280998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136146 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7281003.000000 Penalty: 1075.963257
	Iteration 56Q: 3 clusters Score -7281003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136144 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7281004.500000 Penalty: 1075.963257
	Iteration 57Q: 3 clusters Score -7281004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136143 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7281003.500000 Penalty: 1075.963257
	Iteration 58Q: 3 clusters Score -7281004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7281004.500000 Penalty: 1075.963257
	Iteration 59Q: 3 clusters Score -7281004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136140 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7281004.000000 Penalty: 1075.963257
	Iteration 60F: 3 clusters Score -7281004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7281007.500000 Penalty: 1075.963257
	Iteration 61Q: 3 clusters Score -7281008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7281007.500000 Penalty: 1075.963257
	Iteration 62F: 3 clusters Score -7281008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Entering Unmasked Estep 
Score: -2539750.500000 Penalty: 492.812988
	Iteration 0F: 2 clusters Score -2539750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2505659.250000 Penalty: 985.625977
	Iteration 0F: 3 clusters Score -2505659 nChanged 24470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2520334.250000 Penalty: 985.625977
	Iteration 1F: 3 clusters Score -2520334 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -2521044.750000 Penalty: 985.625977
	Iteration 2Q: 3 clusters Score -2521045 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -2522014.750000 Penalty: 985.625977
	Iteration 3Q: 3 clusters Score -2522015 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2523390.500000 Penalty: 985.625977
	Iteration 4F: 3 clusters Score -2523390 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2525390.750000 Penalty: 985.625977
	Iteration 5F: 3 clusters Score -2525391 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2527951.250000 Penalty: 985.625977
	Iteration 6F: 3 clusters Score -2527951 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2530385.500000 Penalty: 985.625977
	Iteration 7F: 3 clusters Score -2530386 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2531986.500000 Penalty: 985.625977
	Iteration 8Q: 3 clusters Score -2531986 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2532778.250000 Penalty: 985.625977
	Iteration 9Q: 3 clusters Score -2532778 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2533259.000000 Penalty: 985.625977
	Iteration 10Q: 3 clusters Score -2533259 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2533757.500000 Penalty: 985.625977
	Iteration 11Q: 3 clusters Score -2533758 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2534290.000000 Penalty: 985.625977
	Iteration 12Q: 3 clusters Score -2534290 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2534830.500000 Penalty: 985.625977
	Iteration 13Q: 3 clusters Score -2534830 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2535505.000000 Penalty: 985.625977
	Iteration 14Q: 3 clusters Score -2535505 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2536196.500000 Penalty: 985.625977
	Iteration 15Q: 3 clusters Score -2536196 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2536886.750000 Penalty: 985.625977
	Iteration 16Q: 3 clusters Score -2536887 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2537539.750000 Penalty: 985.625977
	Iteration 17Q: 3 clusters Score -2537540 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2538049.250000 Penalty: 985.625977
	Iteration 18Q: 3 clusters Score -2538049 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2538449.250000 Penalty: 985.625977
	Iteration 19Q: 3 clusters Score -2538449 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2538754.250000 Penalty: 985.625977
	Iteration 20F: 3 clusters Score -2538754 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2538969.750000 Penalty: 985.625977
	Iteration 21Q: 3 clusters Score -2538970 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2539136.250000 Penalty: 985.625977
	Iteration 22Q: 3 clusters Score -2539136 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2539237.500000 Penalty: 985.625977
	Iteration 23Q: 3 clusters Score -2539238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2539302.250000 Penalty: 985.625977
	Iteration 24Q: 3 clusters Score -2539302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2539340.000000 Penalty: 985.625977
	Iteration 25Q: 3 clusters Score -2539340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2539369.500000 Penalty: 985.625977
	Iteration 26Q: 3 clusters Score -2539370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2539399.750000 Penalty: 985.625977
	Iteration 27Q: 3 clusters Score -2539400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2539424.750000 Penalty: 985.625977
	Iteration 28Q: 3 clusters Score -2539425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2539443.500000 Penalty: 985.625977
	Iteration 29Q: 3 clusters Score -2539444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2539451.750000 Penalty: 985.625977
	Iteration 30Q: 3 clusters Score -2539452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2539460.500000 Penalty: 985.625977
	Iteration 31Q: 3 clusters Score -2539460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2539465.750000 Penalty: 985.625977
	Iteration 32Q: 3 clusters Score -2539466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2539468.000000 Penalty: 985.625977
	Iteration 33Q: 3 clusters Score -2539468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2539473.000000 Penalty: 985.625977
	Iteration 34Q: 3 clusters Score -2539473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2539473.250000 Penalty: 985.625977
	Iteration 35Q: 3 clusters Score -2539473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2539475.000000 Penalty: 985.625977
	Iteration 36Q: 3 clusters Score -2539475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2539475.000000 Penalty: 985.625977
	Iteration 37F: 3 clusters Score -2539475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2539475.750000 Penalty: 985.625977
	Iteration 38Q: 3 clusters Score -2539476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2539475.750000 Penalty: 985.625977
	Iteration 39F: 3 clusters Score -2539476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -140956.765625 Penalty: 357.673492
	Iteration 0F: 2 clusters Score -140956.8 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 1285 members 
Entering Unmasked Estep 
Score: -139140.281250 Penalty: 715.346985
	Iteration 0F: 3 clusters Score -139140.3 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -139741.687500 Penalty: 715.346985
	Iteration 1F: 3 clusters Score -139741.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -139798.125000 Penalty: 715.346985
	Iteration 2F: 3 clusters Score -139798.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -139851.437500 Penalty: 715.346985
	Iteration 3Q: 3 clusters Score -139851.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -139903.421875 Penalty: 715.346985
	Iteration 4Q: 3 clusters Score -139903.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -139971.109375 Penalty: 715.346985
	Iteration 5Q: 3 clusters Score -139971.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -140033.531250 Penalty: 715.346985
	Iteration 6Q: 3 clusters Score -140033.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -140100.453125 Penalty: 715.346985
	Iteration 7Q: 3 clusters Score -140100.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -140195.390625 Penalty: 715.346985
	Iteration 8F: 3 clusters Score -140195.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -140313.296875 Penalty: 715.346985
	Iteration 9Q: 3 clusters Score -140313.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -140436.890625 Penalty: 715.346985
	Iteration 10Q: 3 clusters Score -140436.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -140569.921875 Penalty: 715.346985
	Iteration 11Q: 3 clusters Score -140569.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -140638.062500 Penalty: 715.346985
	Iteration 12Q: 3 clusters Score -140638.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -140661.687500 Penalty: 715.346985
	Iteration 13Q: 3 clusters Score -140661.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140674.140625 Penalty: 715.346985
	Iteration 14Q: 3 clusters Score -140674.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -140677.437500 Penalty: 715.346985
	Iteration 15Q: 3 clusters Score -140677.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140679.734375 Penalty: 715.346985
	Iteration 16Q: 3 clusters Score -140679.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -140681.078125 Penalty: 715.346985
	Iteration 17Q: 3 clusters Score -140681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -140681.859375 Penalty: 715.346985
	Iteration 18Q: 3 clusters Score -140681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -140683.187500 Penalty: 715.346985
	Iteration 19Q: 3 clusters Score -140683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -140683.937500 Penalty: 715.346985
	Iteration 20F: 3 clusters Score -140683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -140684.843750 Penalty: 715.346985
	Iteration 21Q: 3 clusters Score -140684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140684.703125 Penalty: 715.346985
	Iteration 22Q: 3 clusters Score -140684.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140684.703125 Penalty: 715.346985
	Iteration 23F: 3 clusters Score -140684.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -273450.656250 Penalty: 387.840668
	Iteration 0F: 2 clusters Score -273450.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -270039.531250 Penalty: 775.681335
	Iteration 0F: 3 clusters Score -270039.5 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -271372.875000 Penalty: 775.681335
	Iteration 1F: 3 clusters Score -271372.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -271556.718750 Penalty: 775.681335
	Iteration 2F: 3 clusters Score -271556.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -271742.062500 Penalty: 775.681335
	Iteration 3F: 3 clusters Score -271742.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -271961.500000 Penalty: 775.681335
	Iteration 4F: 3 clusters Score -271961.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -272199.000000 Penalty: 775.681335
	Iteration 5F: 3 clusters Score -272199 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -272475.375000 Penalty: 775.681335
	Iteration 6F: 3 clusters Score -272475.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -272699.093750 Penalty: 775.681335
	Iteration 7Q: 3 clusters Score -272699.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -272841.656250 Penalty: 775.681335
	Iteration 8Q: 3 clusters Score -272841.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -272941.250000 Penalty: 775.681335
	Iteration 9Q: 3 clusters Score -272941.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -272991.593750 Penalty: 775.681335
	Iteration 10Q: 3 clusters Score -272991.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -273022.062500 Penalty: 775.681335
	Iteration 11Q: 3 clusters Score -273022.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -273041.125000 Penalty: 775.681335
	Iteration 12Q: 3 clusters Score -273041.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -273051.718750 Penalty: 775.681335
	Iteration 13Q: 3 clusters Score -273051.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -273060.718750 Penalty: 775.681335
	Iteration 14Q: 3 clusters Score -273060.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -273067.468750 Penalty: 775.681335
	Iteration 15Q: 3 clusters Score -273067.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -273073.125000 Penalty: 775.681335
	Iteration 16Q: 3 clusters Score -273073.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -273076.375000 Penalty: 775.681335
	Iteration 17Q: 3 clusters Score -273076.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -273077.562500 Penalty: 775.681335
	Iteration 18Q: 3 clusters Score -273077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -273079.156250 Penalty: 775.681335
	Iteration 19Q: 3 clusters Score -273079.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -273080.375000 Penalty: 775.681335
	Iteration 20F: 3 clusters Score -273080.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -273083.187500 Penalty: 775.681335
	Iteration 21Q: 3 clusters Score -273083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -273085.937500 Penalty: 775.681335
	Iteration 22Q: 3 clusters Score -273085.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -273091.000000 Penalty: 775.681335
	Iteration 23Q: 3 clusters Score -273091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -273095.312500 Penalty: 775.681335
	Iteration 24Q: 3 clusters Score -273095.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -273097.750000 Penalty: 775.681335
	Iteration 25Q: 3 clusters Score -273097.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -273100.593750 Penalty: 775.681335
	Iteration 26Q: 3 clusters Score -273100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -273101.093750 Penalty: 775.681335
	Iteration 27Q: 3 clusters Score -273101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -273102.812500 Penalty: 775.681335
	Iteration 28Q: 3 clusters Score -273102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -273103.718750 Penalty: 775.681335
	Iteration 29Q: 3 clusters Score -273103.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -273104.218750 Penalty: 775.681335
	Iteration 30Q: 3 clusters Score -273104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -273104.593750 Penalty: 775.681335
	Iteration 31Q: 3 clusters Score -273104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -273104.812500 Penalty: 775.681335
	Iteration 32Q: 3 clusters Score -273104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -273105.062500 Penalty: 775.681335
	Iteration 33Q: 3 clusters Score -273105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -273106.750000 Penalty: 775.681335
	Iteration 34Q: 3 clusters Score -273106.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -273108.468750 Penalty: 775.681335
	Iteration 35Q: 3 clusters Score -273108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -273108.656250 Penalty: 775.681335
	Iteration 36Q: 3 clusters Score -273108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -273108.500000 Penalty: 775.681335
	Iteration 37Q: 3 clusters Score -273108.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -273108.500000 Penalty: 775.681335
	Iteration 38F: 3 clusters Score -273108.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Entering Unmasked Estep 
Score: -2244755.750000 Penalty: 483.748413
	Iteration 0F: 2 clusters Score -2244756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2216879.750000 Penalty: 967.496826
	Iteration 0F: 3 clusters Score -2216880 nChanged 20082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2229273.500000 Penalty: 967.496826
	Iteration 1F: 3 clusters Score -2229274 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2230208.750000 Penalty: 967.496826
	Iteration 2Q: 3 clusters Score -2230209 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2231751.250000 Penalty: 967.496826
	Iteration 3F: 3 clusters Score -2231751 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2233884.000000 Penalty: 967.496826
	Iteration 4F: 3 clusters Score -2233884 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2236094.000000 Penalty: 967.496826
	Iteration 5F: 3 clusters Score -2236094 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2237329.000000 Penalty: 967.496826
	Iteration 6F: 3 clusters Score -2237329 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2237685.250000 Penalty: 967.496826
	Iteration 7Q: 3 clusters Score -2237685 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2237840.500000 Penalty: 967.496826
	Iteration 8Q: 3 clusters Score -2237840 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2237962.250000 Penalty: 967.496826
	Iteration 9Q: 3 clusters Score -2237962 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2238090.750000 Penalty: 967.496826
	Iteration 10Q: 3 clusters Score -2238091 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2238237.750000 Penalty: 967.496826
	Iteration 11Q: 3 clusters Score -2238238 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2238423.750000 Penalty: 967.496826
	Iteration 12Q: 3 clusters Score -2238424 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2238612.250000 Penalty: 967.496826
	Iteration 13Q: 3 clusters Score -2238612 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2238828.750000 Penalty: 967.496826
	Iteration 14Q: 3 clusters Score -2238829 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2239115.000000 Penalty: 967.496826
	Iteration 15Q: 3 clusters Score -2239115 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2239426.500000 Penalty: 967.496826
	Iteration 16Q: 3 clusters Score -2239426 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2239736.500000 Penalty: 967.496826
	Iteration 17Q: 3 clusters Score -2239736 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2240059.250000 Penalty: 967.496826
	Iteration 18Q: 3 clusters Score -2240059 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2240402.750000 Penalty: 967.496826
	Iteration 19Q: 3 clusters Score -2240403 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2240766.250000 Penalty: 967.496826
	Iteration 20F: 3 clusters Score -2240766 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2241096.000000 Penalty: 967.496826
	Iteration 21Q: 3 clusters Score -2241096 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2241422.500000 Penalty: 967.496826
	Iteration 22Q: 3 clusters Score -2241422 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2241678.000000 Penalty: 967.496826
	Iteration 23Q: 3 clusters Score -2241678 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2241933.500000 Penalty: 967.496826
	Iteration 24Q: 3 clusters Score -2241934 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2242181.750000 Penalty: 967.496826
	Iteration 25Q: 3 clusters Score -2242182 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2242399.000000 Penalty: 967.496826
	Iteration 26Q: 3 clusters Score -2242399 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2242579.250000 Penalty: 967.496826
	Iteration 27Q: 3 clusters Score -2242579 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2242715.750000 Penalty: 967.496826
	Iteration 28Q: 3 clusters Score -2242716 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2242834.750000 Penalty: 967.496826
	Iteration 29Q: 3 clusters Score -2242835 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2242973.500000 Penalty: 967.496826
	Iteration 30Q: 3 clusters Score -2242974 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2243076.000000 Penalty: 967.496826
	Iteration 31Q: 3 clusters Score -2243076 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2243165.500000 Penalty: 967.496826
	Iteration 32Q: 3 clusters Score -2243166 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2243250.500000 Penalty: 967.496826
	Iteration 33Q: 3 clusters Score -2243250 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2243373.750000 Penalty: 967.496826
	Iteration 34Q: 3 clusters Score -2243374 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2243457.250000 Penalty: 967.496826
	Iteration 35Q: 3 clusters Score -2243457 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2243532.250000 Penalty: 967.496826
	Iteration 36Q: 3 clusters Score -2243532 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2243590.000000 Penalty: 967.496826
	Iteration 37Q: 3 clusters Score -2243590 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2243624.250000 Penalty: 967.496826
	Iteration 38Q: 3 clusters Score -2243624 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2243651.750000 Penalty: 967.496826
	Iteration 39Q: 3 clusters Score -2243652 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2243747.750000 Penalty: 967.496826
	Iteration 40F: 3 clusters Score -2243748 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2243782.000000 Penalty: 967.496826
	Iteration 41Q: 3 clusters Score -2243782 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2243794.500000 Penalty: 967.496826
	Iteration 42Q: 3 clusters Score -2243794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2243797.000000 Penalty: 967.496826
	Iteration 43Q: 3 clusters Score -2243797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2243794.750000 Penalty: 967.496826
	Iteration 44Q: 3 clusters Score -2243795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2243792.750000 Penalty: 967.496826
	Iteration 45Q: 3 clusters Score -2243793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2243794.000000 Penalty: 967.496826
	Iteration 46Q: 3 clusters Score -2243794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2243794.500000 Penalty: 967.496826
	Iteration 47Q: 3 clusters Score -2243794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -2243789.250000 Penalty: 967.496826
	Iteration 48Q: 3 clusters Score -2243789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2243788.750000 Penalty: 967.496826
	Iteration 49Q: 3 clusters Score -2243789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2243786.250000 Penalty: 967.496826
	Iteration 50Q: 3 clusters Score -2243786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2243788.500000 Penalty: 967.496826
	Iteration 51Q: 3 clusters Score -2243788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2243786.750000 Penalty: 967.496826
	Iteration 52Q: 3 clusters Score -2243787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2243785.250000 Penalty: 967.496826
	Iteration 53Q: 3 clusters Score -2243785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2243787.000000 Penalty: 967.496826
	Iteration 54Q: 3 clusters Score -2243787 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2243785.500000 Penalty: 967.496826
	Iteration 55Q: 3 clusters Score -2243786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2243788.000000 Penalty: 967.496826
	Iteration 56Q: 3 clusters Score -2243788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2243788.500000 Penalty: 967.496826
	Iteration 57Q: 3 clusters Score -2243788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2243783.000000 Penalty: 967.496826
	Iteration 58Q: 3 clusters Score -2243783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2243791.000000 Penalty: 967.496826
	Iteration 59Q: 3 clusters Score -2243791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2243788.000000 Penalty: 967.496826
	Iteration 60F: 3 clusters Score -2243788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2243791.750000 Penalty: 967.496826
	Iteration 61Q: 3 clusters Score -2243792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2243785.500000 Penalty: 967.496826
	Iteration 62Q: 3 clusters Score -2243786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2243798.000000 Penalty: 967.496826
	Iteration 63Q: 3 clusters Score -2243798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2243796.500000 Penalty: 967.496826
	Iteration 64Q: 3 clusters Score -2243796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2243791.500000 Penalty: 967.496826
	Iteration 65Q: 3 clusters Score -2243792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2243790.750000 Penalty: 967.496826
	Iteration 66Q: 3 clusters Score -2243791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2243791.500000 Penalty: 967.496826
	Iteration 67Q: 3 clusters Score -2243792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2243791.000000 Penalty: 967.496826
	Iteration 68Q: 3 clusters Score -2243791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2243791.250000 Penalty: 967.496826
	Iteration 69Q: 3 clusters Score -2243791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2243788.000000 Penalty: 967.496826
	Iteration 70Q: 3 clusters Score -2243788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2243787.750000 Penalty: 967.496826
	Iteration 71Q: 3 clusters Score -2243788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2243793.000000 Penalty: 967.496826
	Iteration 72Q: 3 clusters Score -2243793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2243795.000000 Penalty: 967.496826
	Iteration 73Q: 3 clusters Score -2243795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2243790.250000 Penalty: 967.496826
	Iteration 74Q: 3 clusters Score -2243790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2243787.250000 Penalty: 967.496826
	Iteration 75Q: 3 clusters Score -2243787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2243793.000000 Penalty: 967.496826
	Iteration 76Q: 3 clusters Score -2243793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2243795.750000 Penalty: 967.496826
	Iteration 77Q: 3 clusters Score -2243796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 9676 members 
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	Iteration 78Q: 3 clusters Score -2243797 nChanged 62
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Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2243802 nChanged 73
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Mstep: Class 1 contains 31955 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32022 members 
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	Iteration 82Q: 3 clusters Score -2243814 nChanged 74
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Mstep: Class 1 contains 32096 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2243813 nChanged 83
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Mstep: Class 1 contains 32269 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2243813 nChanged 100
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Mstep: Class 1 contains 32369 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2243818 nChanged 111
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Mstep: Class 1 contains 32480 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2243823 nChanged 83
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Mstep: Class 1 contains 32668 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2243828 nChanged 79
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2243836 nChanged 86
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Mstep: Class 1 contains 32833 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32921 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2243825 nChanged 77
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Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2243834 nChanged 74
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2243837 nChanged 80
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Mstep: Class 1 contains 33152 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2243854 nChanged 87
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Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2243854 nChanged 83
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Entering Unmasked Estep 
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Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2243866 nChanged 67
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Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2243866 nChanged 59
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Mstep: Class 1 contains 33701 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33763 members 
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	Iteration 103Q: 3 clusters Score -2243882 nChanged 67
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2243889 nChanged 67
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2243884 nChanged 44
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	Iteration 107Q: 3 clusters Score -2243887 nChanged 41
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	Iteration 112Q: 3 clusters Score -2243886 nChanged 31
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	Iteration 113Q: 3 clusters Score -2243888 nChanged 29
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	Iteration 114Q: 3 clusters Score -2243888 nChanged 31
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	Iteration 116Q: 3 clusters Score -2243884 nChanged 40
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	Iteration 117Q: 3 clusters Score -2243878 nChanged 35
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	Iteration 118Q: 3 clusters Score -2243880 nChanged 51
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	Iteration 119Q: 3 clusters Score -2243883 nChanged 48
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Mstep: Class 1 contains 34464 members 
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	Iteration 120F: 3 clusters Score -2243875 nChanged 44
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	Iteration 124Q: 3 clusters Score -2243884 nChanged 55
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	Iteration 125Q: 3 clusters Score -2243877 nChanged 56
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	Iteration 126Q: 3 clusters Score -2243886 nChanged 60
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	Iteration 127Q: 3 clusters Score -2243890 nChanged 70
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	Iteration 132Q: 3 clusters Score -2243912 nChanged 78
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	Iteration 133Q: 3 clusters Score -2243915 nChanged 72
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	Iteration 134Q: 3 clusters Score -2243930 nChanged 64
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	Iteration 137Q: 3 clusters Score -2243936 nChanged 71
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	Iteration 138Q: 3 clusters Score -2243941 nChanged 64
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	Iteration 139Q: 3 clusters Score -2243942 nChanged 62
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	Iteration 140F: 3 clusters Score -2243938 nChanged 65
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	Iteration 141Q: 3 clusters Score -2243940 nChanged 68
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	Iteration 142Q: 3 clusters Score -2243944 nChanged 62
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	Iteration 146Q: 3 clusters Score -2243953 nChanged 59
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	Iteration 148Q: 3 clusters Score -2243962 nChanged 41
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	Iteration 149Q: 3 clusters Score -2243962 nChanged 39
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	Iteration 150Q: 3 clusters Score -2243973 nChanged 49
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	Iteration 151Q: 3 clusters Score -2243970 nChanged 47
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	Iteration 152Q: 3 clusters Score -2243974 nChanged 35
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	Iteration 153Q: 3 clusters Score -2243973 nChanged 27
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	Iteration 154Q: 3 clusters Score -2243967 nChanged 30
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	Iteration 155Q: 3 clusters Score -2243966 nChanged 23
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	Iteration 157Q: 3 clusters Score -2243972 nChanged 27
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	Iteration 158Q: 3 clusters Score -2243970 nChanged 34
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	Iteration 159Q: 3 clusters Score -2243973 nChanged 43
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	Iteration 160F: 3 clusters Score -2243975 nChanged 40
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	Iteration 161Q: 3 clusters Score -2243975 nChanged 38
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	Iteration 162Q: 3 clusters Score -2243975 nChanged 40
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	Iteration 163Q: 3 clusters Score -2243971 nChanged 38
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	Iteration 164Q: 3 clusters Score -2243974 nChanged 36
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	Iteration 165Q: 3 clusters Score -2243978 nChanged 39
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	Iteration 166Q: 3 clusters Score -2243978 nChanged 34
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	Iteration 167Q: 3 clusters Score -2243979 nChanged 36
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	Iteration 168Q: 3 clusters Score -2243984 nChanged 49
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	Iteration 169Q: 3 clusters Score -2243985 nChanged 47
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	Iteration 170Q: 3 clusters Score -2243982 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2243982.750000 Penalty: 967.496826
	Iteration 171Q: 3 clusters Score -2243983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2243985.250000 Penalty: 967.496826
	Iteration 172Q: 3 clusters Score -2243985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2243984.750000 Penalty: 967.496826
	Iteration 173Q: 3 clusters Score -2243985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2243982.250000 Penalty: 967.496826
	Iteration 174Q: 3 clusters Score -2243982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2243983.750000 Penalty: 967.496826
	Iteration 175Q: 3 clusters Score -2243984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2243993.250000 Penalty: 967.496826
	Iteration 176Q: 3 clusters Score -2243993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2243990.500000 Penalty: 967.496826
	Iteration 177Q: 3 clusters Score -2243990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2243990.750000 Penalty: 967.496826
	Iteration 178Q: 3 clusters Score -2243991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2243990.750000 Penalty: 967.496826
	Iteration 179Q: 3 clusters Score -2243991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2243987.000000 Penalty: 967.496826
	Iteration 180F: 3 clusters Score -2243987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2243989.500000 Penalty: 967.496826
	Iteration 181Q: 3 clusters Score -2243990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2243988.500000 Penalty: 967.496826
	Iteration 182Q: 3 clusters Score -2243988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2243987.500000 Penalty: 967.496826
	Iteration 183Q: 3 clusters Score -2243988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2243988.250000 Penalty: 967.496826
	Iteration 184Q: 3 clusters Score -2243988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2243990.500000 Penalty: 967.496826
	Iteration 185Q: 3 clusters Score -2243990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2243987.000000 Penalty: 967.496826
	Iteration 186Q: 3 clusters Score -2243987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2243987.750000 Penalty: 967.496826
	Iteration 187Q: 3 clusters Score -2243988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2243991.000000 Penalty: 967.496826
	Iteration 188Q: 3 clusters Score -2243991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2243992.000000 Penalty: 967.496826
	Iteration 189Q: 3 clusters Score -2243992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2243989.250000 Penalty: 967.496826
	Iteration 190Q: 3 clusters Score -2243989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2243986.750000 Penalty: 967.496826
	Iteration 191Q: 3 clusters Score -2243987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2243985.750000 Penalty: 967.496826
	Iteration 192Q: 3 clusters Score -2243986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2243986.500000 Penalty: 967.496826
	Iteration 193Q: 3 clusters Score -2243986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2243984.750000 Penalty: 967.496826
	Iteration 194Q: 3 clusters Score -2243985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2243984.250000 Penalty: 967.496826
	Iteration 195Q: 3 clusters Score -2243984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2243986.500000 Penalty: 967.496826
	Iteration 196Q: 3 clusters Score -2243986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2243985.500000 Penalty: 967.496826
	Iteration 197Q: 3 clusters Score -2243986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2243983.500000 Penalty: 967.496826
	Iteration 198Q: 3 clusters Score -2243984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2243981.750000 Penalty: 967.496826
	Iteration 199Q: 3 clusters Score -2243982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2243983.750000 Penalty: 967.496826
	Iteration 200F: 3 clusters Score -2243984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2243980.750000 Penalty: 967.496826
	Iteration 201Q: 3 clusters Score -2243981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2243985.500000 Penalty: 967.496826
	Iteration 202Q: 3 clusters Score -2243986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2243984.000000 Penalty: 967.496826
	Iteration 203Q: 3 clusters Score -2243984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2243986.500000 Penalty: 967.496826
	Iteration 204Q: 3 clusters Score -2243986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2243990.750000 Penalty: 967.496826
	Iteration 205Q: 3 clusters Score -2243991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2243993.500000 Penalty: 967.496826
	Iteration 206Q: 3 clusters Score -2243994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2243993.750000 Penalty: 967.496826
	Iteration 207Q: 3 clusters Score -2243994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2243992.000000 Penalty: 967.496826
	Iteration 208Q: 3 clusters Score -2243992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2243988.500000 Penalty: 967.496826
	Iteration 209Q: 3 clusters Score -2243988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2243990.750000 Penalty: 967.496826
	Iteration 210Q: 3 clusters Score -2243991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2243987.250000 Penalty: 967.496826
	Iteration 211Q: 3 clusters Score -2243987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2243987.750000 Penalty: 967.496826
	Iteration 212Q: 3 clusters Score -2243988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2243990.000000 Penalty: 967.496826
	Iteration 213Q: 3 clusters Score -2243990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2243990.250000 Penalty: 967.496826
	Iteration 214Q: 3 clusters Score -2243990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2243995.250000 Penalty: 967.496826
	Iteration 215Q: 3 clusters Score -2243995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2243997.000000 Penalty: 967.496826
	Iteration 216Q: 3 clusters Score -2243997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2243998.500000 Penalty: 967.496826
	Iteration 217Q: 3 clusters Score -2243998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2243998.250000 Penalty: 967.496826
	Iteration 218Q: 3 clusters Score -2243998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2243998.250000 Penalty: 967.496826
	Iteration 219Q: 3 clusters Score -2243998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2243999.250000 Penalty: 967.496826
	Iteration 220F: 3 clusters Score -2243999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2244002.000000 Penalty: 967.496826
	Iteration 221Q: 3 clusters Score -2244002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2244000.500000 Penalty: 967.496826
	Iteration 222Q: 3 clusters Score -2244000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2244000.500000 Penalty: 967.496826
	Iteration 223Q: 3 clusters Score -2244000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2243997.250000 Penalty: 967.496826
	Iteration 224Q: 3 clusters Score -2243997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2243995.500000 Penalty: 967.496826
	Iteration 225Q: 3 clusters Score -2243996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2244001.500000 Penalty: 967.496826
	Iteration 226Q: 3 clusters Score -2244002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2244004.000000 Penalty: 967.496826
	Iteration 227Q: 3 clusters Score -2244004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2244011.250000 Penalty: 967.496826
	Iteration 228Q: 3 clusters Score -2244011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2244013.500000 Penalty: 967.496826
	Iteration 229Q: 3 clusters Score -2244014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2244023.000000 Penalty: 967.496826
	Iteration 230Q: 3 clusters Score -2244023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2244022.250000 Penalty: 967.496826
	Iteration 231Q: 3 clusters Score -2244022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2244021.750000 Penalty: 967.496826
	Iteration 232Q: 3 clusters Score -2244022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2244025.750000 Penalty: 967.496826
	Iteration 233Q: 3 clusters Score -2244026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2244027.500000 Penalty: 967.496826
	Iteration 234Q: 3 clusters Score -2244028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2244028.000000 Penalty: 967.496826
	Iteration 235Q: 3 clusters Score -2244028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2244030.250000 Penalty: 967.496826
	Iteration 236Q: 3 clusters Score -2244030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2244032.500000 Penalty: 967.496826
	Iteration 237Q: 3 clusters Score -2244032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2244031.000000 Penalty: 967.496826
	Iteration 238Q: 3 clusters Score -2244031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2244031.000000 Penalty: 967.496826
	Iteration 239F: 3 clusters Score -2244031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Entering Unmasked Estep 
Score: -465988.156250 Penalty: 415.993042
	Iteration 0F: 2 clusters Score -465988.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -459802.718750 Penalty: 831.986084
	Iteration 0F: 3 clusters Score -459802.7 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -462266.625000 Penalty: 831.986084
	Iteration 1F: 3 clusters Score -462266.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -462564.031250 Penalty: 831.986084
	Iteration 2F: 3 clusters Score -462564 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -462944.218750 Penalty: 831.986084
	Iteration 3F: 3 clusters Score -462944.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -463444.937500 Penalty: 831.986084
	Iteration 4F: 3 clusters Score -463444.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -464037.156250 Penalty: 831.986084
	Iteration 5F: 3 clusters Score -464037.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -464615.312500 Penalty: 831.986084
	Iteration 6F: 3 clusters Score -464615.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -465058.437500 Penalty: 831.986084
	Iteration 7Q: 3 clusters Score -465058.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -465320.375000 Penalty: 831.986084
	Iteration 8Q: 3 clusters Score -465320.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -465456.375000 Penalty: 831.986084
	Iteration 9Q: 3 clusters Score -465456.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -465521.625000 Penalty: 831.986084
	Iteration 10Q: 3 clusters Score -465521.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -465555.437500 Penalty: 831.986084
	Iteration 11Q: 3 clusters Score -465555.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -465569.937500 Penalty: 831.986084
	Iteration 12Q: 3 clusters Score -465569.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -465583.531250 Penalty: 831.986084
	Iteration 13Q: 3 clusters Score -465583.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -465593.687500 Penalty: 831.986084
	Iteration 14Q: 3 clusters Score -465593.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -465601.125000 Penalty: 831.986084
	Iteration 15Q: 3 clusters Score -465601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -465603.468750 Penalty: 831.986084
	Iteration 16Q: 3 clusters Score -465603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -465608.093750 Penalty: 831.986084
	Iteration 17Q: 3 clusters Score -465608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -465611.968750 Penalty: 831.986084
	Iteration 18Q: 3 clusters Score -465612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -465613.218750 Penalty: 831.986084
	Iteration 19Q: 3 clusters Score -465613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -465615.875000 Penalty: 831.986084
	Iteration 20F: 3 clusters Score -465615.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -465617.906250 Penalty: 831.986084
	Iteration 21Q: 3 clusters Score -465617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -465619.875000 Penalty: 831.986084
	Iteration 22Q: 3 clusters Score -465619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -465622.187500 Penalty: 831.986084
	Iteration 23Q: 3 clusters Score -465622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -465623.031250 Penalty: 831.986084
	Iteration 24Q: 3 clusters Score -465623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -465624.687500 Penalty: 831.986084
	Iteration 25Q: 3 clusters Score -465624.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -465624.687500 Penalty: 831.986084
	Iteration 26F: 3 clusters Score -465624.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Entering Unmasked Estep 
Score: -115746.312500 Penalty: 349.887207
	Iteration 0F: 2 clusters Score -115746.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -114195.523438 Penalty: 699.774414
	Iteration 0F: 3 clusters Score -114195.5 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -114728.796875 Penalty: 699.774414
	Iteration 1F: 3 clusters Score -114728.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -114807.320312 Penalty: 699.774414
	Iteration 2F: 3 clusters Score -114807.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -114856.976562 Penalty: 699.774414
	Iteration 3F: 3 clusters Score -114857 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -114898.476562 Penalty: 699.774414
	Iteration 4Q: 3 clusters Score -114898.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -114934.148438 Penalty: 699.774414
	Iteration 5Q: 3 clusters Score -114934.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -114972.531250 Penalty: 699.774414
	Iteration 6Q: 3 clusters Score -114972.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -115020.804688 Penalty: 699.774414
	Iteration 7Q: 3 clusters Score -115020.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -115068.757812 Penalty: 699.774414
	Iteration 8Q: 3 clusters Score -115068.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -115144.890625 Penalty: 699.774414
	Iteration 9Q: 3 clusters Score -115144.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -115214.781250 Penalty: 699.774414
	Iteration 10Q: 3 clusters Score -115214.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -115265.710938 Penalty: 699.774414
	Iteration 11Q: 3 clusters Score -115265.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -115299.476562 Penalty: 699.774414
	Iteration 12Q: 3 clusters Score -115299.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -115329.125000 Penalty: 699.774414
	Iteration 13Q: 3 clusters Score -115329.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -115346.281250 Penalty: 699.774414
	Iteration 14Q: 3 clusters Score -115346.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -115357.835938 Penalty: 699.774414
	Iteration 15Q: 3 clusters Score -115357.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -115360.546875 Penalty: 699.774414
	Iteration 16Q: 3 clusters Score -115360.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -115362.476562 Penalty: 699.774414
	Iteration 17Q: 3 clusters Score -115362.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -115365.304688 Penalty: 699.774414
	Iteration 18Q: 3 clusters Score -115365.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -115367.507812 Penalty: 699.774414
	Iteration 19Q: 3 clusters Score -115367.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -115370.085938 Penalty: 699.774414
	Iteration 20F: 3 clusters Score -115370.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -115372.992188 Penalty: 699.774414
	Iteration 21Q: 3 clusters Score -115373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -115375.265625 Penalty: 699.774414
	Iteration 22Q: 3 clusters Score -115375.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -115376.414062 Penalty: 699.774414
	Iteration 23Q: 3 clusters Score -115376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -115376.765625 Penalty: 699.774414
	Iteration 24Q: 3 clusters Score -115376.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -115377.320312 Penalty: 699.774414
	Iteration 25Q: 3 clusters Score -115377.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -115377.648438 Penalty: 699.774414
	Iteration 26Q: 3 clusters Score -115377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -115377.843750 Penalty: 699.774414
	Iteration 27Q: 3 clusters Score -115377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -115378.539062 Penalty: 699.774414
	Iteration 28Q: 3 clusters Score -115378.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -115379.718750 Penalty: 699.774414
	Iteration 29Q: 3 clusters Score -115379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -115380.601562 Penalty: 699.774414
	Iteration 30Q: 3 clusters Score -115380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -115380.718750 Penalty: 699.774414
	Iteration 31Q: 3 clusters Score -115380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -115381.101562 Penalty: 699.774414
	Iteration 32Q: 3 clusters Score -115381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -115381.367188 Penalty: 699.774414
	Iteration 33Q: 3 clusters Score -115381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -115381.898438 Penalty: 699.774414
	Iteration 34Q: 3 clusters Score -115381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -115383.226562 Penalty: 699.774414
	Iteration 35Q: 3 clusters Score -115383.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -115385.304688 Penalty: 699.774414
	Iteration 36Q: 3 clusters Score -115385.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -115386.703125 Penalty: 699.774414
	Iteration 37Q: 3 clusters Score -115386.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -115387.093750 Penalty: 699.774414
	Iteration 38Q: 3 clusters Score -115387.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -115387.453125 Penalty: 699.774414
	Iteration 39Q: 3 clusters Score -115387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -115387.562500 Penalty: 699.774414
	Iteration 40F: 3 clusters Score -115387.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (28042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Entering Unmasked Estep 
Score: -1534213.500000 Penalty: 465.986389
	Iteration 0F: 2 clusters Score -1534214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1515478.250000 Penalty: 931.972778
	Iteration 0F: 3 clusters Score -1515478 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1523066.625000 Penalty: 931.972778
	Iteration 1F: 3 clusters Score -1523067 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1523452.750000 Penalty: 931.972778
	Iteration 2Q: 3 clusters Score -1523453 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1524106.750000 Penalty: 931.972778
	Iteration 3Q: 3 clusters Score -1524107 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -1525350.750000 Penalty: 931.972778
	Iteration 4F: 3 clusters Score -1525351 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -1527472.625000 Penalty: 931.972778
	Iteration 5F: 3 clusters Score -1527473 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -1529931.250000 Penalty: 931.972778
	Iteration 6F: 3 clusters Score -1529931 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -1531862.375000 Penalty: 931.972778
	Iteration 7F: 3 clusters Score -1531862 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -1532909.125000 Penalty: 931.972778
	Iteration 8Q: 3 clusters Score -1532909 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -1533373.375000 Penalty: 931.972778
	Iteration 9Q: 3 clusters Score -1533373 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -1533580.000000 Penalty: 931.972778
	Iteration 10Q: 3 clusters Score -1533580 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -1533648.375000 Penalty: 931.972778
	Iteration 11Q: 3 clusters Score -1533648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -1533702.250000 Penalty: 931.972778
	Iteration 12Q: 3 clusters Score -1533702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -1533750.250000 Penalty: 931.972778
	Iteration 13Q: 3 clusters Score -1533750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -1533776.000000 Penalty: 931.972778
	Iteration 14Q: 3 clusters Score -1533776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -1533791.250000 Penalty: 931.972778
	Iteration 15Q: 3 clusters Score -1533791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -1533802.875000 Penalty: 931.972778
	Iteration 16Q: 3 clusters Score -1533803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -1533806.125000 Penalty: 931.972778
	Iteration 17Q: 3 clusters Score -1533806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -1533809.875000 Penalty: 931.972778
	Iteration 18Q: 3 clusters Score -1533810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -1533810.250000 Penalty: 931.972778
	Iteration 19Q: 3 clusters Score -1533810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -1533811.750000 Penalty: 931.972778
	Iteration 20F: 3 clusters Score -1533812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -1533814.250000 Penalty: 931.972778
	Iteration 21Q: 3 clusters Score -1533814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -1533814.000000 Penalty: 931.972778
	Iteration 22Q: 3 clusters Score -1533814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -1533814.000000 Penalty: 931.972778
	Iteration 23F: 3 clusters Score -1533814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Entering Unmasked Estep 
Score: -291996.093750 Penalty: 393.044861
	Iteration 0F: 2 clusters Score -291996.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -288231.812500 Penalty: 786.089722
	Iteration 0F: 3 clusters Score -288231.8 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -289706.000000 Penalty: 786.089722
	Iteration 1F: 3 clusters Score -289706 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -289911.437500 Penalty: 786.089722
	Iteration 2F: 3 clusters Score -289911.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -290180.906250 Penalty: 786.089722
	Iteration 3F: 3 clusters Score -290180.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -290495.687500 Penalty: 786.089722
	Iteration 4F: 3 clusters Score -290495.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -290909.062500 Penalty: 786.089722
	Iteration 5F: 3 clusters Score -290909.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -291196.375000 Penalty: 786.089722
	Iteration 6F: 3 clusters Score -291196.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -291314.375000 Penalty: 786.089722
	Iteration 7Q: 3 clusters Score -291314.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -291370.500000 Penalty: 786.089722
	Iteration 8Q: 3 clusters Score -291370.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -291418.406250 Penalty: 786.089722
	Iteration 9Q: 3 clusters Score -291418.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -291468.437500 Penalty: 786.089722
	Iteration 10Q: 3 clusters Score -291468.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -291536.687500 Penalty: 786.089722
	Iteration 11Q: 3 clusters Score -291536.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -291621.375000 Penalty: 786.089722
	Iteration 12Q: 3 clusters Score -291621.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -291702.562500 Penalty: 786.089722
	Iteration 13Q: 3 clusters Score -291702.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -291766.531250 Penalty: 786.089722
	Iteration 14Q: 3 clusters Score -291766.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -291820.062500 Penalty: 786.089722
	Iteration 15Q: 3 clusters Score -291820.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -291853.125000 Penalty: 786.089722
	Iteration 16Q: 3 clusters Score -291853.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -291873.156250 Penalty: 786.089722
	Iteration 17Q: 3 clusters Score -291873.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -291884.531250 Penalty: 786.089722
	Iteration 18Q: 3 clusters Score -291884.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -291890.312500 Penalty: 786.089722
	Iteration 19Q: 3 clusters Score -291890.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -291894.031250 Penalty: 786.089722
	Iteration 20F: 3 clusters Score -291894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -291896.531250 Penalty: 786.089722
	Iteration 21Q: 3 clusters Score -291896.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -291898.718750 Penalty: 786.089722
	Iteration 22Q: 3 clusters Score -291898.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -291899.843750 Penalty: 786.089722
	Iteration 23Q: 3 clusters Score -291899.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -291901.156250 Penalty: 786.089722
	Iteration 24Q: 3 clusters Score -291901.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -291902.812500 Penalty: 786.089722
	Iteration 25Q: 3 clusters Score -291902.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -291903.812500 Penalty: 786.089722
	Iteration 26Q: 3 clusters Score -291903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -291905.031250 Penalty: 786.089722
	Iteration 27Q: 3 clusters Score -291905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -291905.406250 Penalty: 786.089722
	Iteration 28Q: 3 clusters Score -291905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -291907.312500 Penalty: 786.089722
	Iteration 29Q: 3 clusters Score -291907.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -291906.906250 Penalty: 786.089722
	Iteration 30Q: 3 clusters Score -291906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -291906.906250 Penalty: 786.089722
	Iteration 31F: 3 clusters Score -291906.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (160971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160971 members 
Entering Unmasked Estep 
Score: -8358521.000000 Penalty: 545.498535
	Iteration 0F: 2 clusters Score -8358521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -8251237.000000 Penalty: 1090.997070
	Iteration 0F: 3 clusters Score -8251237 nChanged 78968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84658 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -8298419.000000 Penalty: 1090.997070
	Iteration 1F: 3 clusters Score -8298419 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88203 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -8300192.500000 Penalty: 1090.997070
	Iteration 2Q: 3 clusters Score -8300192 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 67158 members 
Entering Unmasked Estep 
Score: -8303256.500000 Penalty: 1090.997070
	Iteration 3Q: 3 clusters Score -8303256 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102146 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -8308912.500000 Penalty: 1090.997070
	Iteration 4F: 3 clusters Score -8308912 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113205 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -8318404.000000 Penalty: 1090.997070
	Iteration 5F: 3 clusters Score -8318404 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125056 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -8329253.500000 Penalty: 1090.997070
	Iteration 6F: 3 clusters Score -8329254 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -8338102.500000 Penalty: 1090.997070
	Iteration 7F: 3 clusters Score -8338102 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142373 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -8344048.000000 Penalty: 1090.997070
	Iteration 8Q: 3 clusters Score -8344048 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147754 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -8348241.500000 Penalty: 1090.997070
	Iteration 9Q: 3 clusters Score -8348242 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151858 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -8351564.500000 Penalty: 1090.997070
	Iteration 10Q: 3 clusters Score -8351564 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154966 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -8353976.500000 Penalty: 1090.997070
	Iteration 11Q: 3 clusters Score -8353976 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157219 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -8355701.000000 Penalty: 1090.997070
	Iteration 12Q: 3 clusters Score -8355701 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158727 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8356708.000000 Penalty: 1090.997070
	Iteration 13Q: 3 clusters Score -8356708 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8357275.500000 Penalty: 1090.997070
	Iteration 14Q: 3 clusters Score -8357276 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8357585.000000 Penalty: 1090.997070
	Iteration 15Q: 3 clusters Score -8357585 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160369 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8357790.000000 Penalty: 1090.997070
	Iteration 16Q: 3 clusters Score -8357790 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160537 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8357869.500000 Penalty: 1090.997070
	Iteration 17Q: 3 clusters Score -8357870 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160634 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8357919.500000 Penalty: 1090.997070
	Iteration 18Q: 3 clusters Score -8357920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160698 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8357969.500000 Penalty: 1090.997070
	Iteration 19Q: 3 clusters Score -8357970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160734 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8358010.500000 Penalty: 1090.997070
	Iteration 20F: 3 clusters Score -8358010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160751 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8358026.000000 Penalty: 1090.997070
	Iteration 21Q: 3 clusters Score -8358026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160769 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8358045.500000 Penalty: 1090.997070
	Iteration 22Q: 3 clusters Score -8358046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160779 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8358057.000000 Penalty: 1090.997070
	Iteration 23Q: 3 clusters Score -8358057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160784 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8358067.000000 Penalty: 1090.997070
	Iteration 24Q: 3 clusters Score -8358067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160786 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8358060.000000 Penalty: 1090.997070
	Iteration 25Q: 3 clusters Score -8358060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160784 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8358064.500000 Penalty: 1090.997070
	Iteration 26Q: 3 clusters Score -8358064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160786 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8358070.000000 Penalty: 1090.997070
	Iteration 27Q: 3 clusters Score -8358070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160787 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8358070.500000 Penalty: 1090.997070
	Iteration 28Q: 3 clusters Score -8358070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160790 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8358072.500000 Penalty: 1090.997070
	Iteration 29Q: 3 clusters Score -8358072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160789 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8358071.000000 Penalty: 1090.997070
	Iteration 30Q: 3 clusters Score -8358071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160789 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8358071.000000 Penalty: 1090.997070
	Iteration 31F: 3 clusters Score -8358071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -21838.199219 Penalty: 276.948242
	Iteration 0F: 2 clusters Score -21838.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21375.949219 Penalty: 553.896484
	Iteration 0F: 3 clusters Score -21375.95 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21474.568359 Penalty: 553.896484
	Iteration 1F: 3 clusters Score -21474.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21487.591797 Penalty: 553.896484
	Iteration 2Q: 3 clusters Score -21487.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21506.714844 Penalty: 553.896484
	Iteration 3Q: 3 clusters Score -21506.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21524.232422 Penalty: 553.896484
	Iteration 4Q: 3 clusters Score -21524.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21542.906250 Penalty: 553.896484
	Iteration 5Q: 3 clusters Score -21542.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -21554.507812 Penalty: 553.896484
	Iteration 6Q: 3 clusters Score -21554.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21566.126953 Penalty: 553.896484
	Iteration 7Q: 3 clusters Score -21566.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21573.523438 Penalty: 553.896484
	Iteration 8Q: 3 clusters Score -21573.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -21576.431641 Penalty: 553.896484
	Iteration 9Q: 3 clusters Score -21576.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21579.289062 Penalty: 553.896484
	Iteration 10Q: 3 clusters Score -21579.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21580.207031 Penalty: 553.896484
	Iteration 11Q: 3 clusters Score -21580.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21580.207031 Penalty: 553.896484
	Iteration 12F: 3 clusters Score -21580.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -144006.531250 Penalty: 359.697601
	Iteration 0F: 2 clusters Score -144006.5 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 1362 members 
Entering Unmasked Estep 
Score: -142088.453125 Penalty: 719.395203
	Iteration 0F: 3 clusters Score -142088.5 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -142770.359375 Penalty: 719.395203
	Iteration 1F: 3 clusters Score -142770.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -142943.765625 Penalty: 719.395203
	Iteration 2F: 3 clusters Score -142943.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -143121.265625 Penalty: 719.395203
	Iteration 3F: 3 clusters Score -143121.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -143288.812500 Penalty: 719.395203
	Iteration 4F: 3 clusters Score -143288.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -143462.453125 Penalty: 719.395203
	Iteration 5F: 3 clusters Score -143462.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -143614.984375 Penalty: 719.395203
	Iteration 6F: 3 clusters Score -143615 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -143749.812500 Penalty: 719.395203
	Iteration 7F: 3 clusters Score -143749.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -143817.953125 Penalty: 719.395203
	Iteration 8Q: 3 clusters Score -143818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -143853.734375 Penalty: 719.395203
	Iteration 9Q: 3 clusters Score -143853.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -143880.734375 Penalty: 719.395203
	Iteration 10Q: 3 clusters Score -143880.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -143898.421875 Penalty: 719.395203
	Iteration 11Q: 3 clusters Score -143898.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -143910.843750 Penalty: 719.395203
	Iteration 12Q: 3 clusters Score -143910.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -143916.781250 Penalty: 719.395203
	Iteration 13Q: 3 clusters Score -143916.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -143918.828125 Penalty: 719.395203
	Iteration 14Q: 3 clusters Score -143918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -143919.859375 Penalty: 719.395203
	Iteration 15Q: 3 clusters Score -143919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -143920.625000 Penalty: 719.395203
	Iteration 16Q: 3 clusters Score -143920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -143920.953125 Penalty: 719.395203
	Iteration 17Q: 3 clusters Score -143921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -143921.750000 Penalty: 719.395203
	Iteration 18Q: 3 clusters Score -143921.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -143921.937500 Penalty: 719.395203
	Iteration 19Q: 3 clusters Score -143921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -143922.015625 Penalty: 719.395203
	Iteration 20F: 3 clusters Score -143922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Entering Unmasked Estep 
Score: -599512.750000 Penalty: 423.419525
	Iteration 0F: 2 clusters Score -599512.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -592208.000000 Penalty: 846.839050
	Iteration 0F: 3 clusters Score -592208 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -594996.937500 Penalty: 846.839050
	Iteration 1F: 3 clusters Score -594996.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -595250.937500 Penalty: 846.839050
	Iteration 2Q: 3 clusters Score -595250.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -595580.250000 Penalty: 846.839050
	Iteration 3Q: 3 clusters Score -595580.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -596043.250000 Penalty: 846.839050
	Iteration 4F: 3 clusters Score -596043.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -596664.750000 Penalty: 846.839050
	Iteration 5F: 3 clusters Score -596664.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -597314.375000 Penalty: 846.839050
	Iteration 6F: 3 clusters Score -597314.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -597976.000000 Penalty: 846.839050
	Iteration 7F: 3 clusters Score -597976 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -598415.000000 Penalty: 846.839050
	Iteration 8Q: 3 clusters Score -598415 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -598628.937500 Penalty: 846.839050
	Iteration 9Q: 3 clusters Score -598628.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -598746.562500 Penalty: 846.839050
	Iteration 10Q: 3 clusters Score -598746.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -598803.062500 Penalty: 846.839050
	Iteration 11Q: 3 clusters Score -598803.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -598860.625000 Penalty: 846.839050
	Iteration 12Q: 3 clusters Score -598860.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -598915.250000 Penalty: 846.839050
	Iteration 13Q: 3 clusters Score -598915.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -598954.062500 Penalty: 846.839050
	Iteration 14Q: 3 clusters Score -598954.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -598985.437500 Penalty: 846.839050
	Iteration 15Q: 3 clusters Score -598985.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -599017.625000 Penalty: 846.839050
	Iteration 16Q: 3 clusters Score -599017.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -599051.125000 Penalty: 846.839050
	Iteration 17Q: 3 clusters Score -599051.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -599081.000000 Penalty: 846.839050
	Iteration 18Q: 3 clusters Score -599081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -599098.250000 Penalty: 846.839050
	Iteration 19Q: 3 clusters Score -599098.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -599113.750000 Penalty: 846.839050
	Iteration 20F: 3 clusters Score -599113.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -599119.187500 Penalty: 846.839050
	Iteration 21Q: 3 clusters Score -599119.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -599127.062500 Penalty: 846.839050
	Iteration 22Q: 3 clusters Score -599127.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -599133.562500 Penalty: 846.839050
	Iteration 23Q: 3 clusters Score -599133.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -599138.937500 Penalty: 846.839050
	Iteration 24Q: 3 clusters Score -599138.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -599142.562500 Penalty: 846.839050
	Iteration 25Q: 3 clusters Score -599142.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -599148.250000 Penalty: 846.839050
	Iteration 26Q: 3 clusters Score -599148.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -599153.812500 Penalty: 846.839050
	Iteration 27Q: 3 clusters Score -599153.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -599160.625000 Penalty: 846.839050
	Iteration 28Q: 3 clusters Score -599160.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -599164.687500 Penalty: 846.839050
	Iteration 29Q: 3 clusters Score -599164.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -599166.937500 Penalty: 846.839050
	Iteration 30Q: 3 clusters Score -599166.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -599170.562500 Penalty: 846.839050
	Iteration 31Q: 3 clusters Score -599170.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -599173.625000 Penalty: 846.839050
	Iteration 32Q: 3 clusters Score -599173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -599175.687500 Penalty: 846.839050
	Iteration 33Q: 3 clusters Score -599175.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -599178.750000 Penalty: 846.839050
	Iteration 34Q: 3 clusters Score -599178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -599182.250000 Penalty: 846.839050
	Iteration 35Q: 3 clusters Score -599182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -599183.687500 Penalty: 846.839050
	Iteration 36Q: 3 clusters Score -599183.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -599186.187500 Penalty: 846.839050
	Iteration 37Q: 3 clusters Score -599186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -599188.875000 Penalty: 846.839050
	Iteration 38Q: 3 clusters Score -599188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -599192.687500 Penalty: 846.839050
	Iteration 39Q: 3 clusters Score -599192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -599194.562500 Penalty: 846.839050
	Iteration 40F: 3 clusters Score -599194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -599195.500000 Penalty: 846.839050
	Iteration 41Q: 3 clusters Score -599195.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -599196.562500 Penalty: 846.839050
	Iteration 42Q: 3 clusters Score -599196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -599196.937500 Penalty: 846.839050
	Iteration 43Q: 3 clusters Score -599196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -599196.875000 Penalty: 846.839050
	Iteration 44Q: 3 clusters Score -599196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -599197.375000 Penalty: 846.839050
	Iteration 45Q: 3 clusters Score -599197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -599197.437500 Penalty: 846.839050
	Iteration 46Q: 3 clusters Score -599197.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -599197.437500 Penalty: 846.839050
	Iteration 47F: 3 clusters Score -599197.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Entering Unmasked Estep 
Score: -626452.437500 Penalty: 425.425720
	Iteration 0F: 2 clusters Score -626452.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -618722.437500 Penalty: 850.851440
	Iteration 0F: 3 clusters Score -618722.4 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -621759.500000 Penalty: 850.851440
	Iteration 1F: 3 clusters Score -621759.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -621927.812500 Penalty: 850.851440
	Iteration 2Q: 3 clusters Score -621927.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -622187.250000 Penalty: 850.851440
	Iteration 3F: 3 clusters Score -622187.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -622595.687500 Penalty: 850.851440
	Iteration 4F: 3 clusters Score -622595.7 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -623201.375000 Penalty: 850.851440
	Iteration 5F: 3 clusters Score -623201.4 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -624063.562500 Penalty: 850.851440
	Iteration 6F: 3 clusters Score -624063.6 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -624941.500000 Penalty: 850.851440
	Iteration 7F: 3 clusters Score -624941.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -625561.187500 Penalty: 850.851440
	Iteration 8F: 3 clusters Score -625561.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -625873.625000 Penalty: 850.851440
	Iteration 9Q: 3 clusters Score -625873.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -625997.312500 Penalty: 850.851440
	Iteration 10Q: 3 clusters Score -625997.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -626052.562500 Penalty: 850.851440
	Iteration 11Q: 3 clusters Score -626052.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -626073.750000 Penalty: 850.851440
	Iteration 12Q: 3 clusters Score -626073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -626082.250000 Penalty: 850.851440
	Iteration 13Q: 3 clusters Score -626082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -626085.062500 Penalty: 850.851440
	Iteration 14Q: 3 clusters Score -626085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -626087.250000 Penalty: 850.851440
	Iteration 15Q: 3 clusters Score -626087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -626087.437500 Penalty: 850.851440
	Iteration 16Q: 3 clusters Score -626087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -626095.687500 Penalty: 850.851440
	Iteration 17Q: 3 clusters Score -626095.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -626098.125000 Penalty: 850.851440
	Iteration 18Q: 3 clusters Score -626098.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -626098.125000 Penalty: 850.851440
	Iteration 19F: 3 clusters Score -626098.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (83731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83731 members 
Entering Unmasked Estep 
Score: -4443725.500000 Penalty: 515.759094
	Iteration 0F: 2 clusters Score -4443726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -4387570.500000 Penalty: 1031.518188
	Iteration 0F: 3 clusters Score -4387570 nChanged 40940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -4411672.000000 Penalty: 1031.518188
	Iteration 1F: 3 clusters Score -4411672 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -4412288.500000 Penalty: 1031.518188
	Iteration 2Q: 3 clusters Score -4412288 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -4413015.500000 Penalty: 1031.518188
	Iteration 3Q: 3 clusters Score -4413016 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -4414013.500000 Penalty: 1031.518188
	Iteration 4Q: 3 clusters Score -4414014 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -4415495.500000 Penalty: 1031.518188
	Iteration 5Q: 3 clusters Score -4415496 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -4418005.500000 Penalty: 1031.518188
	Iteration 6F: 3 clusters Score -4418006 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -4422079.500000 Penalty: 1031.518188
	Iteration 7F: 3 clusters Score -4422080 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -4427309.000000 Penalty: 1031.518188
	Iteration 8F: 3 clusters Score -4427309 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -4431991.000000 Penalty: 1031.518188
	Iteration 9F: 3 clusters Score -4431991 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -4434829.500000 Penalty: 1031.518188
	Iteration 10Q: 3 clusters Score -4434830 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -4436213.500000 Penalty: 1031.518188
	Iteration 11Q: 3 clusters Score -4436214 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -4437062.000000 Penalty: 1031.518188
	Iteration 12Q: 3 clusters Score -4437062 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -4437742.500000 Penalty: 1031.518188
	Iteration 13Q: 3 clusters Score -4437742 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -4438419.500000 Penalty: 1031.518188
	Iteration 14Q: 3 clusters Score -4438420 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -4439067.500000 Penalty: 1031.518188
	Iteration 15Q: 3 clusters Score -4439068 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -4439702.000000 Penalty: 1031.518188
	Iteration 16Q: 3 clusters Score -4439702 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 75871 members 
Entering Unmasked Estep 
Score: -4440336.500000 Penalty: 1031.518188
	Iteration 17Q: 3 clusters Score -4440336 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -4440806.500000 Penalty: 1031.518188
	Iteration 18Q: 3 clusters Score -4440806 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -4441246.000000 Penalty: 1031.518188
	Iteration 19Q: 3 clusters Score -4441246 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -4441635.000000 Penalty: 1031.518188
	Iteration 20F: 3 clusters Score -4441635 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -4441933.000000 Penalty: 1031.518188
	Iteration 21Q: 3 clusters Score -4441933 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -4442144.500000 Penalty: 1031.518188
	Iteration 22Q: 3 clusters Score -4442144 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -4442320.000000 Penalty: 1031.518188
	Iteration 23Q: 3 clusters Score -4442320 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -4442495.000000 Penalty: 1031.518188
	Iteration 24Q: 3 clusters Score -4442495 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 81023 members 
Entering Unmasked Estep 
Score: -4442620.500000 Penalty: 1031.518188
	Iteration 25Q: 3 clusters Score -4442620 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -4442795.000000 Penalty: 1031.518188
	Iteration 26Q: 3 clusters Score -4442795 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -4442930.000000 Penalty: 1031.518188
	Iteration 27Q: 3 clusters Score -4442930 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -4443045.500000 Penalty: 1031.518188
	Iteration 28Q: 3 clusters Score -4443046 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -4443127.500000 Penalty: 1031.518188
	Iteration 29Q: 3 clusters Score -4443128 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -4443199.500000 Penalty: 1031.518188
	Iteration 30Q: 3 clusters Score -4443200 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 82849 members 
Entering Unmasked Estep 
Score: -4443238.000000 Penalty: 1031.518188
	Iteration 31Q: 3 clusters Score -4443238 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -4443261.500000 Penalty: 1031.518188
	Iteration 32Q: 3 clusters Score -4443262 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -4443300.000000 Penalty: 1031.518188
	Iteration 33Q: 3 clusters Score -4443300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -4443314.000000 Penalty: 1031.518188
	Iteration 34Q: 3 clusters Score -4443314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -4443323.000000 Penalty: 1031.518188
	Iteration 35Q: 3 clusters Score -4443323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -4443326.500000 Penalty: 1031.518188
	Iteration 36Q: 3 clusters Score -4443326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -4443322.500000 Penalty: 1031.518188
	Iteration 37Q: 3 clusters Score -4443322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -4443329.000000 Penalty: 1031.518188
	Iteration 38Q: 3 clusters Score -4443329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -4443323.500000 Penalty: 1031.518188
	Iteration 39Q: 3 clusters Score -4443324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 83445 members 
Entering Unmasked Estep 
Score: -4443328.000000 Penalty: 1031.518188
	Iteration 40F: 3 clusters Score -4443328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 83460 members 
Entering Unmasked Estep 
Score: -4443336.500000 Penalty: 1031.518188
	Iteration 41Q: 3 clusters Score -4443336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -4443337.000000 Penalty: 1031.518188
	Iteration 42Q: 3 clusters Score -4443337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 83486 members 
Entering Unmasked Estep 
Score: -4443338.500000 Penalty: 1031.518188
	Iteration 43Q: 3 clusters Score -4443338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 83496 members 
Entering Unmasked Estep 
Score: -4443338.000000 Penalty: 1031.518188
	Iteration 44Q: 3 clusters Score -4443338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83506 members 
Entering Unmasked Estep 
Score: -4443338.500000 Penalty: 1031.518188
	Iteration 45Q: 3 clusters Score -4443338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -4443342.000000 Penalty: 1031.518188
	Iteration 46Q: 3 clusters Score -4443342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -4443343.500000 Penalty: 1031.518188
	Iteration 47Q: 3 clusters Score -4443344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -4443341.000000 Penalty: 1031.518188
	Iteration 48Q: 3 clusters Score -4443341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 83547 members 
Entering Unmasked Estep 
Score: -4443340.500000 Penalty: 1031.518188
	Iteration 49Q: 3 clusters Score -4443340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 83548 members 
Entering Unmasked Estep 
Score: -4443342.000000 Penalty: 1031.518188
	Iteration 50Q: 3 clusters Score -4443342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -4443340.000000 Penalty: 1031.518188
	Iteration 51Q: 3 clusters Score -4443340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -4443338.500000 Penalty: 1031.518188
	Iteration 52Q: 3 clusters Score -4443338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83553 members 
Entering Unmasked Estep 
Score: -4443337.000000 Penalty: 1031.518188
	Iteration 53Q: 3 clusters Score -4443337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 83555 members 
Entering Unmasked Estep 
Score: -4443336.500000 Penalty: 1031.518188
	Iteration 54Q: 3 clusters Score -4443336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -4443340.000000 Penalty: 1031.518188
	Iteration 55Q: 3 clusters Score -4443340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -4443340.500000 Penalty: 1031.518188
	Iteration 56Q: 3 clusters Score -4443340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -4443338.000000 Penalty: 1031.518188
	Iteration 57Q: 3 clusters Score -4443338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -4443339.500000 Penalty: 1031.518188
	Iteration 58Q: 3 clusters Score -4443340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 83562 members 
Entering Unmasked Estep 
Score: -4443341.000000 Penalty: 1031.518188
	Iteration 59Q: 3 clusters Score -4443341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -4443341.000000 Penalty: 1031.518188
	Iteration 60F: 3 clusters Score -4443341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -4443345.500000 Penalty: 1031.518188
	Iteration 61Q: 3 clusters Score -4443346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -4443346.500000 Penalty: 1031.518188
	Iteration 62Q: 3 clusters Score -4443346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -4443345.500000 Penalty: 1031.518188
	Iteration 63Q: 3 clusters Score -4443346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 83574 members 
Entering Unmasked Estep 
Score: -4443347.500000 Penalty: 1031.518188
	Iteration 64Q: 3 clusters Score -4443348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 83576 members 
Entering Unmasked Estep 
Score: -4443348.000000 Penalty: 1031.518188
	Iteration 65Q: 3 clusters Score -4443348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
Score: -4443350.500000 Penalty: 1031.518188
	Iteration 66Q: 3 clusters Score -4443350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 83578 members 
Entering Unmasked Estep 
Score: -4443349.500000 Penalty: 1031.518188
	Iteration 67Q: 3 clusters Score -4443350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 83578 members 
Entering Unmasked Estep 
Score: -4443349.500000 Penalty: 1031.518188
	Iteration 68F: 3 clusters Score -4443350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -11619.238281 Penalty: 254.896408
	Iteration 0F: 2 clusters Score -11619.24 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 128 members 
Entering Unmasked Estep 
Score: -11296.432617 Penalty: 509.792816
	Iteration 0F: 3 clusters Score -11296.43 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11384.043945 Penalty: 509.792816
	Iteration 1F: 3 clusters Score -11384.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11404.179688 Penalty: 509.792816
	Iteration 2F: 3 clusters Score -11404.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11469.040039 Penalty: 509.792816
	Iteration 3Q: 3 clusters Score -11469.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11560.667969 Penalty: 509.792816
	Iteration 4F: 3 clusters Score -11560.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11626.349609 Penalty: 509.792816
	Iteration 5F: 3 clusters Score -11626.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11659.751953 Penalty: 509.792816
	Iteration 6F: 3 clusters Score -11659.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11669.953125 Penalty: 509.792816
	Iteration 7Q: 3 clusters Score -11669.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -11669.953125 Penalty: 509.792816
	Iteration 8F: 3 clusters Score -11669.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 5286 members 
Mstep: Class 3 contains 91961 members 
Mstep: Class 4 contains 7005 members 
Mstep: Class 5 contains 85170 members 
Mstep: Class 6 contains 153908 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 26327 members 
Mstep: Class 11 contains 73387 members 
Mstep: Class 12 contains 22191 members 
Mstep: Class 13 contains 63982 members 
Mstep: Class 14 contains 11789 members 
Mstep: Class 15 contains 88149 members 
Mstep: Class 16 contains 2434 members 
Mstep: Class 17 contains 13570 members 
Mstep: Class 18 contains 76433 members 
Mstep: Class 19 contains 78823 members 
Mstep: Class 20 contains 136458 members 
Mstep: Class 21 contains 50567 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 41433 members 
Mstep: Class 25 contains 9346 members 
Mstep: Class 26 contains 2186 members 
Mstep: Class 27 contains 28042 members 
Mstep: Class 28 contains 5644 members 
Mstep: Class 29 contains 160971 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2712 members 
Mstep: Class 32 contains 11003 members 
Mstep: Class 33 contains 11499 members 
Mstep: Class 34 contains 83731 members 
Mstep: Class 35 contains 213 members 
Mstep: Class 36 contains 96245 members 
Mstep: Class 37 contains 92198 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76396 members 
Mstep: Class 41 contains 2666 members 
Mstep: Class 42 contains 58 members 
Entering Unmasked Estep 
Score: -87412680.000000 Penalty: 27449.218750
Splitting cluster 35 changes total score from -87412984.000000 to -87412680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (96245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96245 members 
Entering Unmasked Estep 
Score: -5268195.500000 Penalty: 522.096680
	Iteration 0F: 2 clusters Score -5268196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -5205136.500000 Penalty: 1044.193359
	Iteration 0F: 3 clusters Score -5205136 nChanged 47156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -5233194.000000 Penalty: 1044.193359
	Iteration 1F: 3 clusters Score -5233194 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -5234198.000000 Penalty: 1044.193359
	Iteration 2Q: 3 clusters Score -5234198 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 50609 members 
Entering Unmasked Estep 
Score: -5235572.000000 Penalty: 1044.193359
	Iteration 3Q: 3 clusters Score -5235572 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -5237542.500000 Penalty: 1044.193359
	Iteration 4Q: 3 clusters Score -5237542 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -5240821.000000 Penalty: 1044.193359
	Iteration 5F: 3 clusters Score -5240821 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -5245341.000000 Penalty: 1044.193359
	Iteration 6F: 3 clusters Score -5245341 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -5249998.000000 Penalty: 1044.193359
	Iteration 7F: 3 clusters Score -5249998 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -5252947.500000 Penalty: 1044.193359
	Iteration 8F: 3 clusters Score -5252948 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 61662 members 
Entering Unmasked Estep 
Score: -5254271.000000 Penalty: 1044.193359
	Iteration 9Q: 3 clusters Score -5254271 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -5255011.500000 Penalty: 1044.193359
	Iteration 10Q: 3 clusters Score -5255012 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -5255600.500000 Penalty: 1044.193359
	Iteration 11Q: 3 clusters Score -5255600 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -5256242.500000 Penalty: 1044.193359
	Iteration 12Q: 3 clusters Score -5256242 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -5256980.000000 Penalty: 1044.193359
	Iteration 13Q: 3 clusters Score -5256980 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -5257766.500000 Penalty: 1044.193359
	Iteration 14Q: 3 clusters Score -5257766 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -5258691.500000 Penalty: 1044.193359
	Iteration 15Q: 3 clusters Score -5258692 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -5259762.000000 Penalty: 1044.193359
	Iteration 16Q: 3 clusters Score -5259762 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -5260762.000000 Penalty: 1044.193359
	Iteration 17Q: 3 clusters Score -5260762 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 69083 members 
Entering Unmasked Estep 
Score: -5261814.000000 Penalty: 1044.193359
	Iteration 18Q: 3 clusters Score -5261814 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -5262739.500000 Penalty: 1044.193359
	Iteration 19Q: 3 clusters Score -5262740 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -5263708.500000 Penalty: 1044.193359
	Iteration 20F: 3 clusters Score -5263708 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -5264578.500000 Penalty: 1044.193359
	Iteration 21Q: 3 clusters Score -5264578 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -5265492.500000 Penalty: 1044.193359
	Iteration 22Q: 3 clusters Score -5265492 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -5266268.500000 Penalty: 1044.193359
	Iteration 23Q: 3 clusters Score -5266268 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -5266807.000000 Penalty: 1044.193359
	Iteration 24Q: 3 clusters Score -5266807 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -5267267.000000 Penalty: 1044.193359
	Iteration 25Q: 3 clusters Score -5267267 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -5267516.000000 Penalty: 1044.193359
	Iteration 26Q: 3 clusters Score -5267516 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -5267708.000000 Penalty: 1044.193359
	Iteration 27Q: 3 clusters Score -5267708 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -5267785.500000 Penalty: 1044.193359
	Iteration 28Q: 3 clusters Score -5267786 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -5267859.000000 Penalty: 1044.193359
	Iteration 29Q: 3 clusters Score -5267859 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -5267913.000000 Penalty: 1044.193359
	Iteration 30Q: 3 clusters Score -5267913 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -5267941.000000 Penalty: 1044.193359
	Iteration 31Q: 3 clusters Score -5267941 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -5267953.000000 Penalty: 1044.193359
	Iteration 32Q: 3 clusters Score -5267953 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -5267954.000000 Penalty: 1044.193359
	Iteration 33Q: 3 clusters Score -5267954 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 63488 members 
Entering Unmasked Estep 
Score: -5267972.000000 Penalty: 1044.193359
	Iteration 34Q: 3 clusters Score -5267972 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 63049 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5267974 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -5267993.500000 Penalty: 1044.193359
	Iteration 36Q: 3 clusters Score -5267994 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -5268001.000000 Penalty: 1044.193359
	Iteration 37Q: 3 clusters Score -5268001 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -5268021.500000 Penalty: 1044.193359
	Iteration 38Q: 3 clusters Score -5268022 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -5268010.500000 Penalty: 1044.193359
	Iteration 39Q: 3 clusters Score -5268010 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -5268068.500000 Penalty: 1044.193359
	Iteration 40F: 3 clusters Score -5268068 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -5268096.000000 Penalty: 1044.193359
	Iteration 41Q: 3 clusters Score -5268096 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 60228 members 
Entering Unmasked Estep 
Score: -5268120.000000 Penalty: 1044.193359
	Iteration 42Q: 3 clusters Score -5268120 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -5268175.000000 Penalty: 1044.193359
	Iteration 43Q: 3 clusters Score -5268175 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -5268200.500000 Penalty: 1044.193359
	Iteration 44Q: 3 clusters Score -5268200 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -5268202.500000 Penalty: 1044.193359
	Iteration 45Q: 3 clusters Score -5268202 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -5268206.500000 Penalty: 1044.193359
	Iteration 46Q: 3 clusters Score -5268206 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -5268221.000000 Penalty: 1044.193359
	Iteration 47Q: 3 clusters Score -5268221 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -5268226.500000 Penalty: 1044.193359
	Iteration 48Q: 3 clusters Score -5268226 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -5268248.000000 Penalty: 1044.193359
	Iteration 49Q: 3 clusters Score -5268248 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -5268253.500000 Penalty: 1044.193359
	Iteration 50Q: 3 clusters Score -5268254 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -5268282.000000 Penalty: 1044.193359
	Iteration 51Q: 3 clusters Score -5268282 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -5268306.500000 Penalty: 1044.193359
	Iteration 52Q: 3 clusters Score -5268306 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -5268337.000000 Penalty: 1044.193359
	Iteration 53Q: 3 clusters Score -5268337 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -5268353.000000 Penalty: 1044.193359
	Iteration 54Q: 3 clusters Score -5268353 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -5268386.500000 Penalty: 1044.193359
	Iteration 55Q: 3 clusters Score -5268386 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5268399 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -5268375.500000 Penalty: 1044.193359
	Iteration 57Q: 3 clusters Score -5268376 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -5268389.000000 Penalty: 1044.193359
	Iteration 58Q: 3 clusters Score -5268389 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -5268432.500000 Penalty: 1044.193359
	Iteration 59Q: 3 clusters Score -5268432 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -5268456.000000 Penalty: 1044.193359
	Iteration 60F: 3 clusters Score -5268456 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5268485 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -5268487.500000 Penalty: 1044.193359
	Iteration 62Q: 3 clusters Score -5268488 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5268534 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -5268551.500000 Penalty: 1044.193359
	Iteration 64Q: 3 clusters Score -5268552 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5268553 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5268585 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -5268610.500000 Penalty: 1044.193359
	Iteration 67Q: 3 clusters Score -5268610 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -5268601.500000 Penalty: 1044.193359
	Iteration 68Q: 3 clusters Score -5268602 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -5268609.500000 Penalty: 1044.193359
	Iteration 69Q: 3 clusters Score -5268610 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5268596 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -5268604.500000 Penalty: 1044.193359
	Iteration 71Q: 3 clusters Score -5268604 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -5268620.500000 Penalty: 1044.193359
	Iteration 72Q: 3 clusters Score -5268620 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -5268646.000000 Penalty: 1044.193359
	Iteration 73Q: 3 clusters Score -5268646 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -5268615.000000 Penalty: 1044.193359
	Iteration 74Q: 3 clusters Score -5268615 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -5268645.500000 Penalty: 1044.193359
	Iteration 75Q: 3 clusters Score -5268646 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -5268656.000000 Penalty: 1044.193359
	Iteration 76Q: 3 clusters Score -5268656 nChanged 390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -5268668.500000 Penalty: 1044.193359
	Iteration 77Q: 3 clusters Score -5268668 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5268681.000000 Penalty: 1044.193359
	Iteration 78Q: 3 clusters Score -5268681 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -5268701.000000 Penalty: 1044.193359
	Iteration 79Q: 3 clusters Score -5268701 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -5268694.500000 Penalty: 1044.193359
	Iteration 80F: 3 clusters Score -5268694 nChanged 366
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5268691.500000 Penalty: 1044.193359
	Iteration 81Q: 3 clusters Score -5268692 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -5268696.000000 Penalty: 1044.193359
	Iteration 82Q: 3 clusters Score -5268696 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -5268714.000000 Penalty: 1044.193359
	Iteration 83Q: 3 clusters Score -5268714 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5268699 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -5268719.500000 Penalty: 1044.193359
	Iteration 85Q: 3 clusters Score -5268720 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5268708.500000 Penalty: 1044.193359
	Iteration 86Q: 3 clusters Score -5268708 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -5268726.000000 Penalty: 1044.193359
	Iteration 87Q: 3 clusters Score -5268726 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5268723 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -5268741.500000 Penalty: 1044.193359
	Iteration 89Q: 3 clusters Score -5268742 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -5268753.000000 Penalty: 1044.193359
	Iteration 90Q: 3 clusters Score -5268753 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5268752 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -5268751.500000 Penalty: 1044.193359
	Iteration 92Q: 3 clusters Score -5268752 nChanged 404
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5268747 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -5268777.000000 Penalty: 1044.193359
	Iteration 94Q: 3 clusters Score -5268777 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5268786 nChanged 391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -5268776.500000 Penalty: 1044.193359
	Iteration 96Q: 3 clusters Score -5268776 nChanged 426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5268796 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -5268814.500000 Penalty: 1044.193359
	Iteration 98Q: 3 clusters Score -5268814 nChanged 409
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -5268831.000000 Penalty: 1044.193359
	Iteration 99Q: 3 clusters Score -5268831 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -5268841.000000 Penalty: 1044.193359
	Iteration 100F: 3 clusters Score -5268841 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -5268862.000000 Penalty: 1044.193359
	Iteration 101Q: 3 clusters Score -5268862 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5268896 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -5268893.500000 Penalty: 1044.193359
	Iteration 103Q: 3 clusters Score -5268894 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5268905.500000 Penalty: 1044.193359
	Iteration 104Q: 3 clusters Score -5268906 nChanged 325
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Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5268896 nChanged 326
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Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5268877 nChanged 332
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Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5268867 nChanged 323
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Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5268890 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -5268934.000000 Penalty: 1044.193359
	Iteration 109Q: 3 clusters Score -5268934 nChanged 352
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Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5268908 nChanged 361
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Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5268915 nChanged 348
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Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -5268921.500000 Penalty: 1044.193359
	Iteration 112Q: 3 clusters Score -5268922 nChanged 320
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Mstep: Class 1 contains 64442 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5268980 nChanged 309
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Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5268973 nChanged 321
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Mstep: Class 1 contains 65072 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5268968 nChanged 276
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Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -5268962.500000 Penalty: 1044.193359
	Iteration 116Q: 3 clusters Score -5268962 nChanged 240
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Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5268946 nChanged 248
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Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5268954 nChanged 206
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Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -5268942.500000 Penalty: 1044.193359
	Iteration 119Q: 3 clusters Score -5268942 nChanged 244
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Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -5268959.500000 Penalty: 1044.193359
	Iteration 120F: 3 clusters Score -5268960 nChanged 227
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Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5268936 nChanged 236
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Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5268935 nChanged 254
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Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -5268925.500000 Penalty: 1044.193359
	Iteration 123Q: 3 clusters Score -5268926 nChanged 254
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Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -5268919.000000 Penalty: 1044.193359
	Iteration 124Q: 3 clusters Score -5268919 nChanged 257
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Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -5268939.500000 Penalty: 1044.193359
	Iteration 125Q: 3 clusters Score -5268940 nChanged 228
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Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -5268937.500000 Penalty: 1044.193359
	Iteration 126Q: 3 clusters Score -5268938 nChanged 261
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Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5268937 nChanged 225
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Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5268946 nChanged 214
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Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -5268945.500000 Penalty: 1044.193359
	Iteration 129Q: 3 clusters Score -5268946 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68640 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5268934 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -5268951.000000 Penalty: 1044.193359
	Iteration 131Q: 3 clusters Score -5268951 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69060 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -5268921.000000 Penalty: 1044.193359
	Iteration 132Q: 3 clusters Score -5268921 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5268926 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69509 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -5268917.500000 Penalty: 1044.193359
	Iteration 134Q: 3 clusters Score -5268918 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -5268922.500000 Penalty: 1044.193359
	Iteration 135Q: 3 clusters Score -5268922 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -5268919.500000 Penalty: 1044.193359
	Iteration 136Q: 3 clusters Score -5268920 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5268898 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -5268895.000000 Penalty: 1044.193359
	Iteration 138Q: 3 clusters Score -5268895 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5268901 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5268904 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -5268906.500000 Penalty: 1044.193359
	Iteration 141Q: 3 clusters Score -5268906 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5268910 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5268914 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5268896 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5268888 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5268888 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5268888 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5268898 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5268868 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -5268853.500000 Penalty: 1044.193359
	Iteration 150Q: 3 clusters Score -5268854 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5268850 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5268865 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5268886 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5268868 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5268861 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -5268823.000000 Penalty: 1044.193359
	Iteration 156Q: 3 clusters Score -5268823 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5268841 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5268858 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75460 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5268852 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -5268834.000000 Penalty: 1044.193359
	Iteration 160F: 3 clusters Score -5268834 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75865 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5268862 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -5268840.500000 Penalty: 1044.193359
	Iteration 162Q: 3 clusters Score -5268840 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5268834 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76545 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5268838 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5268830.500000 Penalty: 1044.193359
	Iteration 165Q: 3 clusters Score -5268830 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5268830 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5268825.000000 Penalty: 1044.193359
	Iteration 167Q: 3 clusters Score -5268825 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -5268833.500000 Penalty: 1044.193359
	Iteration 168Q: 3 clusters Score -5268834 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5268830 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -5268815.500000 Penalty: 1044.193359
	Iteration 170Q: 3 clusters Score -5268816 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -5268826.000000 Penalty: 1044.193359
	Iteration 171Q: 3 clusters Score -5268826 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77968 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -5268822.500000 Penalty: 1044.193359
	Iteration 172Q: 3 clusters Score -5268822 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78100 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -5268805.500000 Penalty: 1044.193359
	Iteration 173Q: 3 clusters Score -5268806 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5268792.500000 Penalty: 1044.193359
	Iteration 174Q: 3 clusters Score -5268792 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78377 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -5268784.500000 Penalty: 1044.193359
	Iteration 175Q: 3 clusters Score -5268784 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5268766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -5268782.500000 Penalty: 1044.193359
	Iteration 177Q: 3 clusters Score -5268782 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78752 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -5268758.000000 Penalty: 1044.193359
	Iteration 178Q: 3 clusters Score -5268758 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -5268751.000000 Penalty: 1044.193359
	Iteration 179Q: 3 clusters Score -5268751 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -5268756.000000 Penalty: 1044.193359
	Iteration 180F: 3 clusters Score -5268756 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5268758 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -5268754.000000 Penalty: 1044.193359
	Iteration 182Q: 3 clusters Score -5268754 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -5268759.000000 Penalty: 1044.193359
	Iteration 183Q: 3 clusters Score -5268759 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -5268762.500000 Penalty: 1044.193359
	Iteration 184Q: 3 clusters Score -5268762 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -5268754.000000 Penalty: 1044.193359
	Iteration 185Q: 3 clusters Score -5268754 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79825 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5268755 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5268746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80031 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -5268741.500000 Penalty: 1044.193359
	Iteration 188Q: 3 clusters Score -5268742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -5268712.000000 Penalty: 1044.193359
	Iteration 189Q: 3 clusters Score -5268712 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -5268724.000000 Penalty: 1044.193359
	Iteration 190Q: 3 clusters Score -5268724 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -5268721.500000 Penalty: 1044.193359
	Iteration 191Q: 3 clusters Score -5268722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5268716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5268705.500000 Penalty: 1044.193359
	Iteration 193Q: 3 clusters Score -5268706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -5268697.500000 Penalty: 1044.193359
	Iteration 194Q: 3 clusters Score -5268698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5268698 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5268696 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -5268691.000000 Penalty: 1044.193359
	Iteration 197Q: 3 clusters Score -5268691 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80844 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5268679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5268676 nChanged 90
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Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5268680 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -5268668.500000 Penalty: 1044.193359
	Iteration 201Q: 3 clusters Score -5268668 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -5268661.500000 Penalty: 1044.193359
	Iteration 202Q: 3 clusters Score -5268662 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -5268663.000000 Penalty: 1044.193359
	Iteration 203Q: 3 clusters Score -5268663 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5268658 nChanged 93
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Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -5268631.000000 Penalty: 1044.193359
	Iteration 205Q: 3 clusters Score -5268631 nChanged 117
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Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5268623 nChanged 108
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Mstep: Class 1 contains 81682 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -5268625.500000 Penalty: 1044.193359
	Iteration 207Q: 3 clusters Score -5268626 nChanged 92
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Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5268622 nChanged 95
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Mstep: Class 1 contains 81869 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -5268611.500000 Penalty: 1044.193359
	Iteration 209Q: 3 clusters Score -5268612 nChanged 102
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Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5268612 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82052 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -5268598.500000 Penalty: 1044.193359
	Iteration 211Q: 3 clusters Score -5268598 nChanged 117
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Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -5268604.500000 Penalty: 1044.193359
	Iteration 212Q: 3 clusters Score -5268604 nChanged 87
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Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -5268584.500000 Penalty: 1044.193359
	Iteration 213Q: 3 clusters Score -5268584 nChanged 105
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Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5268576 nChanged 89
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Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -5268582.500000 Penalty: 1044.193359
	Iteration 215Q: 3 clusters Score -5268582 nChanged 112
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Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -5268553.000000 Penalty: 1044.193359
	Iteration 216Q: 3 clusters Score -5268553 nChanged 123
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Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5268551 nChanged 116
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Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5268554 nChanged 94
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Mstep: Class 1 contains 82895 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -5268548.500000 Penalty: 1044.193359
	Iteration 219Q: 3 clusters Score -5268548 nChanged 101
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Mstep: Class 1 contains 82996 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -5268530.500000 Penalty: 1044.193359
	Iteration 220F: 3 clusters Score -5268530 nChanged 97
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Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -5268534.000000 Penalty: 1044.193359
	Iteration 221Q: 3 clusters Score -5268534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83180 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -5268526.000000 Penalty: 1044.193359
	Iteration 222Q: 3 clusters Score -5268526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5268514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5268514 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5268490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5268488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5268482 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5268476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83789 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5268484 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5268477 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5268470 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5268464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5268472 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5268468 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5268456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5268446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5268445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5268440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5268429 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5268426 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5268414 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84795 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 84839 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5268408 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84902 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5268396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5268386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5268370 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5268359 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5268353 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5268347 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85266 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5268350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -5268344 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5268336 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5268340 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5268336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85483 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -5268324 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5268333 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5268316 nChanged 63
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Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5268316 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85737 members 
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5268313 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -5268304.500000 Penalty: 1044.193359
	Iteration 260F: 3 clusters Score -5268304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5268304 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5268293 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5268258 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5268247 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -5268216 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5268218 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86657 members 
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Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -5268220 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -5268204 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -5268190 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -5268165 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -5268158 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87213 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5268151 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87309 members 
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -5268132 nChanged 111
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Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5268109 nChanged 103
Entering Unmasked Mstep 
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	Iteration 276Q: 3 clusters Score -5268090 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87616 members 
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Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -5268092 nChanged 94
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Mstep: Class 1 contains 87710 members 
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Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -5268080 nChanged 61
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -5268082 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -5268061 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87941 members 
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Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -5268055 nChanged 87
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Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -5268047 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88132 members 
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Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -5268029 nChanged 84
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Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -5268022 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88322 members 
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Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -5268018 nChanged 104
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Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -5267998 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 7699 members 
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	Iteration 287Q: 3 clusters Score -5267997 nChanged 100
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Mstep: Class 1 contains 88646 members 
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Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -5267971 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -5267986 nChanged 116
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Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -5267986 nChanged 111
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Mstep: Class 1 contains 88990 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -5267982 nChanged 133
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Mstep: Class 1 contains 89123 members 
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Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -5267974 nChanged 131
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Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 6991 members 
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	Iteration 293Q: 3 clusters Score -5267974 nChanged 127
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Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -5267971 nChanged 114
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Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 6750 members 
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	Iteration 295Q: 3 clusters Score -5267946 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89608 members 
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	Iteration 296Q: 3 clusters Score -5267932 nChanged 109
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Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 6528 members 
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	Iteration 297Q: 3 clusters Score -5267924 nChanged 135
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Mstep: Class 1 contains 89852 members 
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Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5267903 nChanged 164
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Mstep: Class 1 contains 90016 members 
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	Iteration 299Q: 3 clusters Score -5267884 nChanged 147
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	Iteration 300F: 3 clusters Score -5267884 nChanged 172
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Mstep: Class 1 contains 90335 members 
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	Iteration 301Q: 3 clusters Score -5267863 nChanged 199
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Mstep: Class 2 contains 5711 members 
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Mstep: Class 1 contains 90729 members 
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Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -5267855 nChanged 173
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Mstep: Class 1 contains 90902 members 
Mstep: Class 2 contains 5343 members 
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	Iteration 304Q: 3 clusters Score -5267880 nChanged 156
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Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 91181 members 
Mstep: Class 2 contains 5064 members 
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	Iteration 306Q: 3 clusters Score -5267864 nChanged 133
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Mstep: Class 2 contains 4931 members 
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Mstep: Class 2 contains 4828 members 
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	Iteration 308Q: 3 clusters Score -5267879 nChanged 74
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Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 4754 members 
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	Iteration 309Q: 3 clusters Score -5267879 nChanged 90
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Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 4664 members 
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	Iteration 310Q: 3 clusters Score -5267867 nChanged 108
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Mstep: Class 1 contains 91689 members 
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Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -5267878 nChanged 94
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Mstep: Class 1 contains 91783 members 
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Mstep: Class 1 contains 91870 members 
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	Iteration 313Q: 3 clusters Score -5267855 nChanged 77
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	Iteration 314Q: 3 clusters Score -5267851 nChanged 87
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Mstep: Class 1 contains 92034 members 
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	Iteration 315Q: 3 clusters Score -5267848 nChanged 98
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	Iteration 316Q: 3 clusters Score -5267845 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5267845.500000 Penalty: 1044.193359
	Iteration 317Q: 3 clusters Score -5267846 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -5267843.500000 Penalty: 1044.193359
	Iteration 318Q: 3 clusters Score -5267844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92417 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5267833.000000 Penalty: 1044.193359
	Iteration 319Q: 3 clusters Score -5267833 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92497 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -5267840.000000 Penalty: 1044.193359
	Iteration 320F: 3 clusters Score -5267840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5267835.000000 Penalty: 1044.193359
	Iteration 321Q: 3 clusters Score -5267835 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5267822.500000 Penalty: 1044.193359
	Iteration 322Q: 3 clusters Score -5267822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92737 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -5267815.500000 Penalty: 1044.193359
	Iteration 323Q: 3 clusters Score -5267816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5267809.000000 Penalty: 1044.193359
	Iteration 324Q: 3 clusters Score -5267809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5267802.500000 Penalty: 1044.193359
	Iteration 325Q: 3 clusters Score -5267802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5267804.000000 Penalty: 1044.193359
	Iteration 326Q: 3 clusters Score -5267804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5267798.000000 Penalty: 1044.193359
	Iteration 327Q: 3 clusters Score -5267798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5267792.000000 Penalty: 1044.193359
	Iteration 328Q: 3 clusters Score -5267792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93008 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5267786.000000 Penalty: 1044.193359
	Iteration 329Q: 3 clusters Score -5267786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5267792.000000 Penalty: 1044.193359
	Iteration 330Q: 3 clusters Score -5267792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -5267790.000000 Penalty: 1044.193359
	Iteration 331Q: 3 clusters Score -5267790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5267784.000000 Penalty: 1044.193359
	Iteration 332Q: 3 clusters Score -5267784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5267783.500000 Penalty: 1044.193359
	Iteration 333Q: 3 clusters Score -5267784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -5267782.500000 Penalty: 1044.193359
	Iteration 334Q: 3 clusters Score -5267782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5267783.000000 Penalty: 1044.193359
	Iteration 335Q: 3 clusters Score -5267783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5267784.000000 Penalty: 1044.193359
	Iteration 336Q: 3 clusters Score -5267784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5267781.500000 Penalty: 1044.193359
	Iteration 337Q: 3 clusters Score -5267782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93234 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5267779.500000 Penalty: 1044.193359
	Iteration 338Q: 3 clusters Score -5267780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93275 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5267757.500000 Penalty: 1044.193359
	Iteration 339Q: 3 clusters Score -5267758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93291 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5267764.500000 Penalty: 1044.193359
	Iteration 340F: 3 clusters Score -5267764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5267761.500000 Penalty: 1044.193359
	Iteration 341Q: 3 clusters Score -5267762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5267766.000000 Penalty: 1044.193359
	Iteration 342Q: 3 clusters Score -5267766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93341 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5267768.000000 Penalty: 1044.193359
	Iteration 343Q: 3 clusters Score -5267768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5267767.500000 Penalty: 1044.193359
	Iteration 344Q: 3 clusters Score -5267768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -5267772.000000 Penalty: 1044.193359
	Iteration 345Q: 3 clusters Score -5267772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5267775.000000 Penalty: 1044.193359
	Iteration 346Q: 3 clusters Score -5267775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5267765.000000 Penalty: 1044.193359
	Iteration 347Q: 3 clusters Score -5267765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5267782.500000 Penalty: 1044.193359
	Iteration 348Q: 3 clusters Score -5267782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93476 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5267784.500000 Penalty: 1044.193359
	Iteration 349Q: 3 clusters Score -5267784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93487 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5267784.000000 Penalty: 1044.193359
	Iteration 350Q: 3 clusters Score -5267784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93514 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5267796.000000 Penalty: 1044.193359
	Iteration 351Q: 3 clusters Score -5267796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5267793.000000 Penalty: 1044.193359
	Iteration 352Q: 3 clusters Score -5267793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5267785.500000 Penalty: 1044.193359
	Iteration 353Q: 3 clusters Score -5267786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93573 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5267787.000000 Penalty: 1044.193359
	Iteration 354Q: 3 clusters Score -5267787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5267781.000000 Penalty: 1044.193359
	Iteration 355Q: 3 clusters Score -5267781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -5267784.500000 Penalty: 1044.193359
	Iteration 356Q: 3 clusters Score -5267784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93661 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5267777.500000 Penalty: 1044.193359
	Iteration 357Q: 3 clusters Score -5267778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5267781.500000 Penalty: 1044.193359
	Iteration 358Q: 3 clusters Score -5267782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5267780.000000 Penalty: 1044.193359
	Iteration 359Q: 3 clusters Score -5267780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5267772.500000 Penalty: 1044.193359
	Iteration 360F: 3 clusters Score -5267772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5267771.500000 Penalty: 1044.193359
	Iteration 361Q: 3 clusters Score -5267772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93809 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5267774.500000 Penalty: 1044.193359
	Iteration 362Q: 3 clusters Score -5267774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93842 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5267775.000000 Penalty: 1044.193359
	Iteration 363Q: 3 clusters Score -5267775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5267771.000000 Penalty: 1044.193359
	Iteration 364Q: 3 clusters Score -5267771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93859 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5267771.500000 Penalty: 1044.193359
	Iteration 365Q: 3 clusters Score -5267772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5267774.000000 Penalty: 1044.193359
	Iteration 366Q: 3 clusters Score -5267774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5267777.000000 Penalty: 1044.193359
	Iteration 367Q: 3 clusters Score -5267777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93895 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5267776.500000 Penalty: 1044.193359
	Iteration 368Q: 3 clusters Score -5267776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93898 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5267778.000000 Penalty: 1044.193359
	Iteration 369Q: 3 clusters Score -5267778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5267778.000000 Penalty: 1044.193359
	Iteration 370Q: 3 clusters Score -5267778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5267777.500000 Penalty: 1044.193359
	Iteration 371Q: 3 clusters Score -5267778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93903 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5267779.500000 Penalty: 1044.193359
	Iteration 372Q: 3 clusters Score -5267780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93906 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5267777.000000 Penalty: 1044.193359
	Iteration 373Q: 3 clusters Score -5267777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5267781.000000 Penalty: 1044.193359
	Iteration 374Q: 3 clusters Score -5267781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5267774.500000 Penalty: 1044.193359
	Iteration 375Q: 3 clusters Score -5267774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5267775.000000 Penalty: 1044.193359
	Iteration 376Q: 3 clusters Score -5267775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5267777.500000 Penalty: 1044.193359
	Iteration 377Q: 3 clusters Score -5267778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5267777.000000 Penalty: 1044.193359
	Iteration 378Q: 3 clusters Score -5267777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5267777.000000 Penalty: 1044.193359
	Iteration 379Q: 3 clusters Score -5267777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5267781.000000 Penalty: 1044.193359
	Iteration 380F: 3 clusters Score -5267781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5267784.000000 Penalty: 1044.193359
	Iteration 381Q: 3 clusters Score -5267784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5267785.000000 Penalty: 1044.193359
	Iteration 382Q: 3 clusters Score -5267785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5267788.000000 Penalty: 1044.193359
	Iteration 383Q: 3 clusters Score -5267788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5267785.000000 Penalty: 1044.193359
	Iteration 384Q: 3 clusters Score -5267785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5267788.000000 Penalty: 1044.193359
	Iteration 385Q: 3 clusters Score -5267788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5267789.000000 Penalty: 1044.193359
	Iteration 386Q: 3 clusters Score -5267789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5267789.000000 Penalty: 1044.193359
	Iteration 387F: 3 clusters Score -5267789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (92198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92198 members 
Entering Unmasked Estep 
Score: -5132131.500000 Penalty: 520.142090
	Iteration 0F: 2 clusters Score -5132132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -5071483.000000 Penalty: 1040.284180
	Iteration 0F: 3 clusters Score -5071483 nChanged 45049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -5098425.500000 Penalty: 1040.284180
	Iteration 1F: 3 clusters Score -5098426 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -5099158.000000 Penalty: 1040.284180
	Iteration 2Q: 3 clusters Score -5099158 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -5100521.500000 Penalty: 1040.284180
	Iteration 3Q: 3 clusters Score -5100522 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -5103299.000000 Penalty: 1040.284180
	Iteration 4F: 3 clusters Score -5103299 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -5108510.000000 Penalty: 1040.284180
	Iteration 5F: 3 clusters Score -5108510 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -5116564.500000 Penalty: 1040.284180
	Iteration 6F: 3 clusters Score -5116564 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84825 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -5124503.000000 Penalty: 1040.284180
	Iteration 7F: 3 clusters Score -5124503 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5129263.000000 Penalty: 1040.284180
	Iteration 8F: 3 clusters Score -5129263 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5130972.500000 Penalty: 1040.284180
	Iteration 9Q: 3 clusters Score -5130972 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5131439.500000 Penalty: 1040.284180
	Iteration 10Q: 3 clusters Score -5131440 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -5131588.500000 Penalty: 1040.284180
	Iteration 11Q: 3 clusters Score -5131588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92134 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5131622.500000 Penalty: 1040.284180
	Iteration 12Q: 3 clusters Score -5131622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92138 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5131635.500000 Penalty: 1040.284180
	Iteration 13Q: 3 clusters Score -5131636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5131639.000000 Penalty: 1040.284180
	Iteration 14Q: 3 clusters Score -5131639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5131638.500000 Penalty: 1040.284180
	Iteration 15Q: 3 clusters Score -5131638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -5131638.500000 Penalty: 1040.284180
	Iteration 16F: 3 clusters Score -5131638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -27483.470703 Penalty: 284.461639
	Iteration 0F: 2 clusters Score -27483.47 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 286 members 
Entering Unmasked Estep 
Score: -26971.675781 Penalty: 568.923279
	Iteration 0F: 3 clusters Score -26971.68 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -27094.558594 Penalty: 568.923279
	Iteration 1F: 3 clusters Score -27094.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27132.072266 Penalty: 568.923279
	Iteration 2F: 3 clusters Score -27132.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27154.847656 Penalty: 568.923279
	Iteration 3Q: 3 clusters Score -27154.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27170.679688 Penalty: 568.923279
	Iteration 4Q: 3 clusters Score -27170.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -27188.347656 Penalty: 568.923279
	Iteration 5Q: 3 clusters Score -27188.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27196.416016 Penalty: 568.923279
	Iteration 6Q: 3 clusters Score -27196.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -27202.601562 Penalty: 568.923279
	Iteration 7Q: 3 clusters Score -27202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -27206.828125 Penalty: 568.923279
	Iteration 8Q: 3 clusters Score -27206.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -27212.603516 Penalty: 568.923279
	Iteration 9Q: 3 clusters Score -27212.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -27218.083984 Penalty: 568.923279
	Iteration 10Q: 3 clusters Score -27218.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -27219.156250 Penalty: 568.923279
	Iteration 11Q: 3 clusters Score -27219.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27219.587891 Penalty: 568.923279
	Iteration 12Q: 3 clusters Score -27219.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -27219.587891 Penalty: 568.923279
	Iteration 13F: 3 clusters Score -27219.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -106848.031250 Penalty: 350.074158
	Iteration 0F: 2 clusters Score -106848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -105269.179688 Penalty: 700.148315
	Iteration 0F: 3 clusters Score -105269.2 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -105795.507812 Penalty: 700.148315
	Iteration 1F: 3 clusters Score -105795.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -105885.906250 Penalty: 700.148315
	Iteration 2F: 3 clusters Score -105885.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -105967.531250 Penalty: 700.148315
	Iteration 3F: 3 clusters Score -105967.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -106067.093750 Penalty: 700.148315
	Iteration 4F: 3 clusters Score -106067.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -106179.554688 Penalty: 700.148315
	Iteration 5F: 3 clusters Score -106179.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -106297.953125 Penalty: 700.148315
	Iteration 6F: 3 clusters Score -106298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -106379.492188 Penalty: 700.148315
	Iteration 7Q: 3 clusters Score -106379.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -106432.210938 Penalty: 700.148315
	Iteration 8Q: 3 clusters Score -106432.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -106460.132812 Penalty: 700.148315
	Iteration 9Q: 3 clusters Score -106460.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -106480.929688 Penalty: 700.148315
	Iteration 10Q: 3 clusters Score -106480.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -106498.671875 Penalty: 700.148315
	Iteration 11Q: 3 clusters Score -106498.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -106506.687500 Penalty: 700.148315
	Iteration 12Q: 3 clusters Score -106506.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -106511.609375 Penalty: 700.148315
	Iteration 13Q: 3 clusters Score -106511.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -106517.085938 Penalty: 700.148315
	Iteration 14Q: 3 clusters Score -106517.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -106518.984375 Penalty: 700.148315
	Iteration 15Q: 3 clusters Score -106519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -106522.046875 Penalty: 700.148315
	Iteration 16Q: 3 clusters Score -106522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -106524.632812 Penalty: 700.148315
	Iteration 17Q: 3 clusters Score -106524.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -106527.765625 Penalty: 700.148315
	Iteration 18Q: 3 clusters Score -106527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -106529.039062 Penalty: 700.148315
	Iteration 19Q: 3 clusters Score -106529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -106530.484375 Penalty: 700.148315
	Iteration 20F: 3 clusters Score -106530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -106530.960938 Penalty: 700.148315
	Iteration 21Q: 3 clusters Score -106531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -106530.960938 Penalty: 700.148315
	Iteration 22F: 3 clusters Score -106531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (76396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Entering Unmasked Estep 
Score: -4011285.500000 Penalty: 511.587708
	Iteration 0F: 2 clusters Score -4011286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -3959826.250000 Penalty: 1023.175415
	Iteration 0F: 3 clusters Score -3959826 nChanged 37152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -3982575.250000 Penalty: 1023.175415
	Iteration 1F: 3 clusters Score -3982575 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -3983985.250000 Penalty: 1023.175415
	Iteration 2Q: 3 clusters Score -3983985 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3986024.000000 Penalty: 1023.175415
	Iteration 3F: 3 clusters Score -3986024 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -3989367.750000 Penalty: 1023.175415
	Iteration 4F: 3 clusters Score -3989368 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3994073.500000 Penalty: 1023.175415
	Iteration 5F: 3 clusters Score -3994074 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3998468.750000 Penalty: 1023.175415
	Iteration 6F: 3 clusters Score -3998469 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -4000853.000000 Penalty: 1023.175415
	Iteration 7F: 3 clusters Score -4000853 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -4001934.750000 Penalty: 1023.175415
	Iteration 8Q: 3 clusters Score -4001935 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -4002714.750000 Penalty: 1023.175415
	Iteration 9Q: 3 clusters Score -4002715 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -4003372.750000 Penalty: 1023.175415
	Iteration 10Q: 3 clusters Score -4003373 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4003967.250000 Penalty: 1023.175415
	Iteration 11Q: 3 clusters Score -4003967 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -4004461.500000 Penalty: 1023.175415
	Iteration 12Q: 3 clusters Score -4004462 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4004927.250000 Penalty: 1023.175415
	Iteration 13Q: 3 clusters Score -4004927 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -4005433.500000 Penalty: 1023.175415
	Iteration 14Q: 3 clusters Score -4005434 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -4005909.500000 Penalty: 1023.175415
	Iteration 15Q: 3 clusters Score -4005910 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -4006392.500000 Penalty: 1023.175415
	Iteration 16Q: 3 clusters Score -4006392 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4006802.000000 Penalty: 1023.175415
	Iteration 17Q: 3 clusters Score -4006802 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -4007282.750000 Penalty: 1023.175415
	Iteration 18Q: 3 clusters Score -4007283 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -4007743.000000 Penalty: 1023.175415
	Iteration 19Q: 3 clusters Score -4007743 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -4008134.250000 Penalty: 1023.175415
	Iteration 20F: 3 clusters Score -4008134 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -4008528.250000 Penalty: 1023.175415
	Iteration 21Q: 3 clusters Score -4008528 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -4008953.500000 Penalty: 1023.175415
	Iteration 22Q: 3 clusters Score -4008954 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -4009317.000000 Penalty: 1023.175415
	Iteration 23Q: 3 clusters Score -4009317 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -4009676.500000 Penalty: 1023.175415
	Iteration 24Q: 3 clusters Score -4009676 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72256 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4009962.500000 Penalty: 1023.175415
	Iteration 25Q: 3 clusters Score -4009962 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4010177.250000 Penalty: 1023.175415
	Iteration 26Q: 3 clusters Score -4010177 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73233 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4010359.750000 Penalty: 1023.175415
	Iteration 27Q: 3 clusters Score -4010360 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4010492.500000 Penalty: 1023.175415
	Iteration 28Q: 3 clusters Score -4010492 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4010591.500000 Penalty: 1023.175415
	Iteration 29Q: 3 clusters Score -4010592 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74209 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4010687.000000 Penalty: 1023.175415
	Iteration 30Q: 3 clusters Score -4010687 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74458 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4010738.000000 Penalty: 1023.175415
	Iteration 31Q: 3 clusters Score -4010738 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4010802.250000 Penalty: 1023.175415
	Iteration 32Q: 3 clusters Score -4010802 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4010867.750000 Penalty: 1023.175415
	Iteration 33Q: 3 clusters Score -4010868 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4010923.500000 Penalty: 1023.175415
	Iteration 34Q: 3 clusters Score -4010924 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4010957.250000 Penalty: 1023.175415
	Iteration 35Q: 3 clusters Score -4010957 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75303 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4010985.000000 Penalty: 1023.175415
	Iteration 36Q: 3 clusters Score -4010985 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4011007.000000 Penalty: 1023.175415
	Iteration 37Q: 3 clusters Score -4011007 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4011014.750000 Penalty: 1023.175415
	Iteration 38Q: 3 clusters Score -4011015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4011032.000000 Penalty: 1023.175415
	Iteration 39Q: 3 clusters Score -4011032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4011040.250000 Penalty: 1023.175415
	Iteration 40F: 3 clusters Score -4011040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4011044.500000 Penalty: 1023.175415
	Iteration 41Q: 3 clusters Score -4011044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4011049.750000 Penalty: 1023.175415
	Iteration 42Q: 3 clusters Score -4011050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4011052.000000 Penalty: 1023.175415
	Iteration 43Q: 3 clusters Score -4011052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4011057.500000 Penalty: 1023.175415
	Iteration 44Q: 3 clusters Score -4011058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4011067.500000 Penalty: 1023.175415
	Iteration 45Q: 3 clusters Score -4011068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75736 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4011067.000000 Penalty: 1023.175415
	Iteration 46Q: 3 clusters Score -4011067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75758 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4011072.250000 Penalty: 1023.175415
	Iteration 47Q: 3 clusters Score -4011072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4011084.500000 Penalty: 1023.175415
	Iteration 48Q: 3 clusters Score -4011084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4011081.000000 Penalty: 1023.175415
	Iteration 49Q: 3 clusters Score -4011081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4011080.750000 Penalty: 1023.175415
	Iteration 50Q: 3 clusters Score -4011081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4011078.750000 Penalty: 1023.175415
	Iteration 51Q: 3 clusters Score -4011079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4011078.500000 Penalty: 1023.175415
	Iteration 52Q: 3 clusters Score -4011078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75827 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4011080.750000 Penalty: 1023.175415
	Iteration 53Q: 3 clusters Score -4011081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75832 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4011080.250000 Penalty: 1023.175415
	Iteration 54Q: 3 clusters Score -4011080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4011080.000000 Penalty: 1023.175415
	Iteration 55Q: 3 clusters Score -4011080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4011079.000000 Penalty: 1023.175415
	Iteration 56Q: 3 clusters Score -4011079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4011078.750000 Penalty: 1023.175415
	Iteration 57Q: 3 clusters Score -4011079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75844 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4011079.250000 Penalty: 1023.175415
	Iteration 58Q: 3 clusters Score -4011079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4011084.000000 Penalty: 1023.175415
	Iteration 59Q: 3 clusters Score -4011084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4011084.000000 Penalty: 1023.175415
	Iteration 60F: 3 clusters Score -4011084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103822 members 
Mstep: Class 2 contains 5286 members 
Mstep: Class 3 contains 91961 members 
Mstep: Class 4 contains 7005 members 
Mstep: Class 5 contains 85170 members 
Mstep: Class 6 contains 153908 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 26327 members 
Mstep: Class 11 contains 73387 members 
Mstep: Class 12 contains 22191 members 
Mstep: Class 13 contains 63982 members 
Mstep: Class 14 contains 11789 members 
Mstep: Class 15 contains 88149 members 
Mstep: Class 16 contains 2434 members 
Mstep: Class 17 contains 13570 members 
Mstep: Class 18 contains 76433 members 
Mstep: Class 19 contains 78823 members 
Mstep: Class 20 contains 136458 members 
Mstep: Class 21 contains 50567 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 41433 members 
Mstep: Class 25 contains 9346 members 
Mstep: Class 26 contains 2186 members 
Mstep: Class 27 contains 28042 members 
Mstep: Class 28 contains 5644 members 
Mstep: Class 29 contains 160971 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2712 members 
Mstep: Class 32 contains 11003 members 
Mstep: Class 33 contains 11499 members 
Mstep: Class 34 contains 83731 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 96245 members 
Mstep: Class 37 contains 92198 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413312.000000 Penalty: 26795.666016
Iteration 239Q: 42 clusters Score -8.741331e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103773 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 91774 members 
Mstep: Class 4 contains 7014 members 
Mstep: Class 5 contains 84864 members 
Mstep: Class 6 contains 154402 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 26412 members 
Mstep: Class 11 contains 73885 members 
Mstep: Class 12 contains 22374 members 
Mstep: Class 13 contains 63906 members 
Mstep: Class 14 contains 11920 members 
Mstep: Class 15 contains 88080 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 13603 members 
Mstep: Class 18 contains 76293 members 
Mstep: Class 19 contains 78799 members 
Mstep: Class 20 contains 136081 members 
Mstep: Class 21 contains 50536 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 5036 members 
Mstep: Class 24 contains 41351 members 
Mstep: Class 25 contains 9340 members 
Mstep: Class 26 contains 2203 members 
Mstep: Class 27 contains 27918 members 
Mstep: Class 28 contains 5672 members 
Mstep: Class 29 contains 160780 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2719 members 
Mstep: Class 32 contains 11072 members 
Mstep: Class 33 contains 11500 members 
Mstep: Class 34 contains 83918 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 96280 members 
Mstep: Class 37 contains 92124 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76467 members 
Mstep: Class 41 contains 2552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413256.000000 Penalty: 26795.666016
Iteration 240F: 42 clusters Score -8.741326e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 5274 members 
Mstep: Class 3 contains 91624 members 
Mstep: Class 4 contains 7002 members 
Mstep: Class 5 contains 84584 members 
Mstep: Class 6 contains 154908 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 447 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 26506 members 
Mstep: Class 11 contains 74378 members 
Mstep: Class 12 contains 22567 members 
Mstep: Class 13 contains 63825 members 
Mstep: Class 14 contains 12043 members 
Mstep: Class 15 contains 88015 members 
Mstep: Class 16 contains 2427 members 
Mstep: Class 17 contains 13634 members 
Mstep: Class 18 contains 76162 members 
Mstep: Class 19 contains 78719 members 
Mstep: Class 20 contains 135727 members 
Mstep: Class 21 contains 50316 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 5039 members 
Mstep: Class 24 contains 41273 members 
Mstep: Class 25 contains 9334 members 
Mstep: Class 26 contains 2223 members 
Mstep: Class 27 contains 27792 members 
Mstep: Class 28 contains 5700 members 
Mstep: Class 29 contains 160570 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2727 members 
Mstep: Class 32 contains 11128 members 
Mstep: Class 33 contains 11497 members 
Mstep: Class 34 contains 84079 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 96273 members 
Mstep: Class 37 contains 92056 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76535 members 
Mstep: Class 41 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413064.000000 Penalty: 26795.666016
Iteration 241Q: 42 clusters Score -8.741306e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 5270 members 
Mstep: Class 3 contains 91511 members 
Mstep: Class 4 contains 6991 members 
Mstep: Class 5 contains 84280 members 
Mstep: Class 6 contains 155508 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 26575 members 
Mstep: Class 11 contains 74873 members 
Mstep: Class 12 contains 22711 members 
Mstep: Class 13 contains 63724 members 
Mstep: Class 14 contains 12188 members 
Mstep: Class 15 contains 87919 members 
Mstep: Class 16 contains 2421 members 
Mstep: Class 17 contains 13667 members 
Mstep: Class 18 contains 76032 members 
Mstep: Class 19 contains 78638 members 
Mstep: Class 20 contains 135347 members 
Mstep: Class 21 contains 50068 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 5030 members 
Mstep: Class 24 contains 41199 members 
Mstep: Class 25 contains 9333 members 
Mstep: Class 26 contains 2233 members 
Mstep: Class 27 contains 27678 members 
Mstep: Class 28 contains 5729 members 
Mstep: Class 29 contains 160396 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2733 members 
Mstep: Class 32 contains 11167 members 
Mstep: Class 33 contains 11493 members 
Mstep: Class 34 contains 84247 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 96294 members 
Mstep: Class 37 contains 91971 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76623 members 
Mstep: Class 41 contains 2784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413136.000000 Penalty: 26795.666016
Iteration 242Q: 42 clusters Score -8.741314e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 3 contains 91417 members 
Mstep: Class 4 contains 6981 members 
Mstep: Class 5 contains 83947 members 
Mstep: Class 6 contains 156131 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 26640 members 
Mstep: Class 11 contains 75380 members 
Mstep: Class 12 contains 22859 members 
Mstep: Class 13 contains 63599 members 
Mstep: Class 14 contains 12338 members 
Mstep: Class 15 contains 87837 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 13696 members 
Mstep: Class 18 contains 75838 members 
Mstep: Class 19 contains 78544 members 
Mstep: Class 20 contains 134900 members 
Mstep: Class 21 contains 49802 members 
Mstep: Class 22 contains 2594 members 
Mstep: Class 23 contains 5028 members 
Mstep: Class 24 contains 41146 members 
Mstep: Class 25 contains 9333 members 
Mstep: Class 26 contains 2249 members 
Mstep: Class 27 contains 27580 members 
Mstep: Class 28 contains 5756 members 
Mstep: Class 29 contains 160236 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2741 members 
Mstep: Class 32 contains 11223 members 
Mstep: Class 33 contains 11498 members 
Mstep: Class 34 contains 84429 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 96297 members 
Mstep: Class 37 contains 91937 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 76727 members 
Mstep: Class 41 contains 2894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413040.000000 Penalty: 26795.666016
Iteration 243Q: 42 clusters Score -8.741304e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103635 members 
Mstep: Class 2 contains 5253 members 
Mstep: Class 3 contains 91331 members 
Mstep: Class 4 contains 6971 members 
Mstep: Class 5 contains 83615 members 
Mstep: Class 6 contains 156694 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 1643 members 
Mstep: Class 10 contains 26747 members 
Mstep: Class 11 contains 75866 members 
Mstep: Class 12 contains 23029 members 
Mstep: Class 13 contains 63517 members 
Mstep: Class 14 contains 12482 members 
Mstep: Class 15 contains 87756 members 
Mstep: Class 16 contains 2391 members 
Mstep: Class 17 contains 13714 members 
Mstep: Class 18 contains 75684 members 
Mstep: Class 19 contains 78444 members 
Mstep: Class 20 contains 134417 members 
Mstep: Class 21 contains 49554 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 5035 members 
Mstep: Class 24 contains 41082 members 
Mstep: Class 25 contains 9330 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 27470 members 
Mstep: Class 28 contains 5774 members 
Mstep: Class 29 contains 160084 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2751 members 
Mstep: Class 32 contains 11276 members 
Mstep: Class 33 contains 11500 members 
Mstep: Class 34 contains 84610 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 96277 members 
Mstep: Class 37 contains 91920 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 76856 members 
Mstep: Class 41 contains 2995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412800.000000 Penalty: 26795.666016
Iteration 244Q: 42 clusters Score -8.74128e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 5246 members 
Mstep: Class 3 contains 91261 members 
Mstep: Class 4 contains 6964 members 
Mstep: Class 5 contains 83261 members 
Mstep: Class 6 contains 157318 members 
Mstep: Class 7 contains 1823 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 1644 members 
Mstep: Class 10 contains 26840 members 
Mstep: Class 11 contains 76384 members 
Mstep: Class 12 contains 23172 members 
Mstep: Class 13 contains 63443 members 
Mstep: Class 14 contains 12647 members 
Mstep: Class 15 contains 87691 members 
Mstep: Class 16 contains 2374 members 
Mstep: Class 17 contains 13741 members 
Mstep: Class 18 contains 75505 members 
Mstep: Class 19 contains 78324 members 
Mstep: Class 20 contains 133970 members 
Mstep: Class 21 contains 49327 members 
Mstep: Class 22 contains 2596 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 41030 members 
Mstep: Class 25 contains 9329 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 27380 members 
Mstep: Class 28 contains 5783 members 
Mstep: Class 29 contains 159896 members 
Mstep: Class 30 contains 440 members 
Mstep: Class 31 contains 2762 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 11500 members 
Mstep: Class 34 contains 84767 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 96270 members 
Mstep: Class 37 contains 91877 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 76957 members 
Mstep: Class 41 contains 3080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412920.000000 Penalty: 26795.666016
Iteration 245Q: 42 clusters Score -8.741292e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103535 members 
Mstep: Class 2 contains 5237 members 
Mstep: Class 3 contains 91172 members 
Mstep: Class 4 contains 6952 members 
Mstep: Class 5 contains 82976 members 
Mstep: Class 6 contains 157902 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 26938 members 
Mstep: Class 11 contains 76865 members 
Mstep: Class 12 contains 23320 members 
Mstep: Class 13 contains 63354 members 
Mstep: Class 14 contains 12833 members 
Mstep: Class 15 contains 87658 members 
Mstep: Class 16 contains 2365 members 
Mstep: Class 17 contains 13777 members 
Mstep: Class 18 contains 75287 members 
Mstep: Class 19 contains 78221 members 
Mstep: Class 20 contains 133559 members 
Mstep: Class 21 contains 49108 members 
Mstep: Class 22 contains 2596 members 
Mstep: Class 23 contains 5046 members 
Mstep: Class 24 contains 40998 members 
Mstep: Class 25 contains 9327 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 27262 members 
Mstep: Class 28 contains 5795 members 
Mstep: Class 29 contains 159716 members 
Mstep: Class 30 contains 438 members 
Mstep: Class 31 contains 2769 members 
Mstep: Class 32 contains 11355 members 
Mstep: Class 33 contains 11502 members 
Mstep: Class 34 contains 84904 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96288 members 
Mstep: Class 37 contains 91786 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 77051 members 
Mstep: Class 41 contains 3164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412928.000000 Penalty: 26795.666016
Iteration 246Q: 42 clusters Score -8.741293e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103470 members 
Mstep: Class 2 contains 5240 members 
Mstep: Class 3 contains 91104 members 
Mstep: Class 4 contains 6942 members 
Mstep: Class 5 contains 82680 members 
Mstep: Class 6 contains 158468 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 1642 members 
Mstep: Class 10 contains 27060 members 
Mstep: Class 11 contains 77310 members 
Mstep: Class 12 contains 23473 members 
Mstep: Class 13 contains 63293 members 
Mstep: Class 14 contains 13004 members 
Mstep: Class 15 contains 87599 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 17 contains 13803 members 
Mstep: Class 18 contains 75039 members 
Mstep: Class 19 contains 78136 members 
Mstep: Class 20 contains 133189 members 
Mstep: Class 21 contains 48902 members 
Mstep: Class 22 contains 2596 members 
Mstep: Class 23 contains 5062 members 
Mstep: Class 24 contains 40960 members 
Mstep: Class 25 contains 9328 members 
Mstep: Class 26 contains 2310 members 
Mstep: Class 27 contains 27140 members 
Mstep: Class 28 contains 5816 members 
Mstep: Class 29 contains 159539 members 
Mstep: Class 30 contains 436 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 11388 members 
Mstep: Class 33 contains 11495 members 
Mstep: Class 34 contains 85042 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96269 members 
Mstep: Class 37 contains 91741 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 77145 members 
Mstep: Class 41 contains 3233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412952.000000 Penalty: 26795.666016
Iteration 247Q: 42 clusters Score -8.741295e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103401 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 3 contains 91038 members 
Mstep: Class 4 contains 6929 members 
Mstep: Class 5 contains 82379 members 
Mstep: Class 6 contains 158962 members 
Mstep: Class 7 contains 1844 members 
Mstep: Class 8 contains 446 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 27160 members 
Mstep: Class 11 contains 77830 members 
Mstep: Class 12 contains 23633 members 
Mstep: Class 13 contains 63222 members 
Mstep: Class 14 contains 13158 members 
Mstep: Class 15 contains 87531 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 13825 members 
Mstep: Class 18 contains 74791 members 
Mstep: Class 19 contains 78026 members 
Mstep: Class 20 contains 132829 members 
Mstep: Class 21 contains 48716 members 
Mstep: Class 22 contains 2595 members 
Mstep: Class 23 contains 5085 members 
Mstep: Class 24 contains 40931 members 
Mstep: Class 25 contains 9331 members 
Mstep: Class 26 contains 2321 members 
Mstep: Class 27 contains 27040 members 
Mstep: Class 28 contains 5836 members 
Mstep: Class 29 contains 159409 members 
Mstep: Class 30 contains 435 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 11421 members 
Mstep: Class 33 contains 11487 members 
Mstep: Class 34 contains 85175 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96302 members 
Mstep: Class 37 contains 91617 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 77253 members 
Mstep: Class 41 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412640.000000 Penalty: 26795.666016
Iteration 248Q: 42 clusters Score -8.741264e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 90957 members 
Mstep: Class 4 contains 6911 members 
Mstep: Class 5 contains 82074 members 
Mstep: Class 6 contains 159480 members 
Mstep: Class 7 contains 1847 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 27259 members 
Mstep: Class 11 contains 78362 members 
Mstep: Class 12 contains 23810 members 
Mstep: Class 13 contains 63180 members 
Mstep: Class 14 contains 13325 members 
Mstep: Class 15 contains 87428 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 13841 members 
Mstep: Class 18 contains 74560 members 
Mstep: Class 19 contains 77916 members 
Mstep: Class 20 contains 132459 members 
Mstep: Class 21 contains 48541 members 
Mstep: Class 22 contains 2592 members 
Mstep: Class 23 contains 5106 members 
Mstep: Class 24 contains 40915 members 
Mstep: Class 25 contains 9339 members 
Mstep: Class 26 contains 2337 members 
Mstep: Class 27 contains 26952 members 
Mstep: Class 28 contains 5855 members 
Mstep: Class 29 contains 159249 members 
Mstep: Class 30 contains 435 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 11454 members 
Mstep: Class 33 contains 11481 members 
Mstep: Class 34 contains 85281 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96336 members 
Mstep: Class 37 contains 91479 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 77376 members 
Mstep: Class 41 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412832.000000 Penalty: 26795.666016
Iteration 249Q: 42 clusters Score -8.741283e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103231 members 
Mstep: Class 2 contains 5217 members 
Mstep: Class 3 contains 90878 members 
Mstep: Class 4 contains 6892 members 
Mstep: Class 5 contains 81786 members 
Mstep: Class 6 contains 160012 members 
Mstep: Class 7 contains 1851 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 1637 members 
Mstep: Class 10 contains 27353 members 
Mstep: Class 11 contains 78899 members 
Mstep: Class 12 contains 23943 members 
Mstep: Class 13 contains 63143 members 
Mstep: Class 14 contains 13479 members 
Mstep: Class 15 contains 87350 members 
Mstep: Class 16 contains 2337 members 
Mstep: Class 17 contains 13865 members 
Mstep: Class 18 contains 74330 members 
Mstep: Class 19 contains 77791 members 
Mstep: Class 20 contains 132064 members 
Mstep: Class 21 contains 48399 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 5136 members 
Mstep: Class 24 contains 40903 members 
Mstep: Class 25 contains 9347 members 
Mstep: Class 26 contains 2350 members 
Mstep: Class 27 contains 26851 members 
Mstep: Class 28 contains 5869 members 
Mstep: Class 29 contains 159102 members 
Mstep: Class 30 contains 435 members 
Mstep: Class 31 contains 2787 members 
Mstep: Class 32 contains 11478 members 
Mstep: Class 33 contains 11479 members 
Mstep: Class 34 contains 85414 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96385 members 
Mstep: Class 37 contains 91322 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 77525 members 
Mstep: Class 41 contains 3397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412992.000000 Penalty: 26795.666016
Iteration 250Q: 42 clusters Score -8.741299e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 90778 members 
Mstep: Class 4 contains 6853 members 
Mstep: Class 5 contains 81535 members 
Mstep: Class 6 contains 160605 members 
Mstep: Class 7 contains 1857 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 9 contains 1636 members 
Mstep: Class 10 contains 27480 members 
Mstep: Class 11 contains 79400 members 
Mstep: Class 12 contains 24086 members 
Mstep: Class 13 contains 63119 members 
Mstep: Class 14 contains 13630 members 
Mstep: Class 15 contains 87278 members 
Mstep: Class 16 contains 2330 members 
Mstep: Class 17 contains 13887 members 
Mstep: Class 18 contains 74084 members 
Mstep: Class 19 contains 77696 members 
Mstep: Class 20 contains 131581 members 
Mstep: Class 21 contains 48268 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 5164 members 
Mstep: Class 24 contains 40871 members 
Mstep: Class 25 contains 9353 members 
Mstep: Class 26 contains 2358 members 
Mstep: Class 27 contains 26731 members 
Mstep: Class 28 contains 5889 members 
Mstep: Class 29 contains 158930 members 
Mstep: Class 30 contains 435 members 
Mstep: Class 31 contains 2787 members 
Mstep: Class 32 contains 11502 members 
Mstep: Class 33 contains 11479 members 
Mstep: Class 34 contains 85611 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96424 members 
Mstep: Class 37 contains 91181 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 77664 members 
Mstep: Class 41 contains 3429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413008.000000 Penalty: 26795.666016
Iteration 251Q: 42 clusters Score -8.741301e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 90690 members 
Mstep: Class 4 contains 6828 members 
Mstep: Class 5 contains 81327 members 
Mstep: Class 6 contains 161218 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 10 contains 27586 members 
Mstep: Class 11 contains 79868 members 
Mstep: Class 12 contains 24216 members 
Mstep: Class 13 contains 63085 members 
Mstep: Class 14 contains 13787 members 
Mstep: Class 15 contains 87206 members 
Mstep: Class 16 contains 2328 members 
Mstep: Class 17 contains 13911 members 
Mstep: Class 18 contains 73885 members 
Mstep: Class 19 contains 77614 members 
Mstep: Class 20 contains 131038 members 
Mstep: Class 21 contains 48146 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5186 members 
Mstep: Class 24 contains 40847 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 2374 members 
Mstep: Class 27 contains 26615 members 
Mstep: Class 28 contains 5908 members 
Mstep: Class 29 contains 158741 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2787 members 
Mstep: Class 32 contains 11520 members 
Mstep: Class 33 contains 11475 members 
Mstep: Class 34 contains 85865 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96467 members 
Mstep: Class 37 contains 90985 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 77771 members 
Mstep: Class 41 contains 3466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412808.000000 Penalty: 26795.666016
Iteration 252Q: 42 clusters Score -8.741281e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 5154 members 
Mstep: Class 3 contains 90621 members 
Mstep: Class 4 contains 6802 members 
Mstep: Class 5 contains 81149 members 
Mstep: Class 6 contains 161805 members 
Mstep: Class 7 contains 1871 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1632 members 
Mstep: Class 10 contains 27689 members 
Mstep: Class 11 contains 80297 members 
Mstep: Class 12 contains 24339 members 
Mstep: Class 13 contains 63049 members 
Mstep: Class 14 contains 13929 members 
Mstep: Class 15 contains 87117 members 
Mstep: Class 16 contains 2326 members 
Mstep: Class 17 contains 13935 members 
Mstep: Class 18 contains 73699 members 
Mstep: Class 19 contains 77526 members 
Mstep: Class 20 contains 130512 members 
Mstep: Class 21 contains 48018 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 5202 members 
Mstep: Class 24 contains 40827 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 2388 members 
Mstep: Class 27 contains 26492 members 
Mstep: Class 28 contains 5928 members 
Mstep: Class 29 contains 158583 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 2788 members 
Mstep: Class 32 contains 11536 members 
Mstep: Class 33 contains 11480 members 
Mstep: Class 34 contains 86102 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96525 members 
Mstep: Class 37 contains 90790 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 77897 members 
Mstep: Class 41 contains 3502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413112.000000 Penalty: 26795.666016
Iteration 253Q: 42 clusters Score -8.741311e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 5150 members 
Mstep: Class 3 contains 90577 members 
Mstep: Class 4 contains 6778 members 
Mstep: Class 5 contains 81006 members 
Mstep: Class 6 contains 162362 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1630 members 
Mstep: Class 10 contains 27790 members 
Mstep: Class 11 contains 80673 members 
Mstep: Class 12 contains 24457 members 
Mstep: Class 13 contains 63020 members 
Mstep: Class 14 contains 14057 members 
Mstep: Class 15 contains 87028 members 
Mstep: Class 16 contains 2324 members 
Mstep: Class 17 contains 13945 members 
Mstep: Class 18 contains 73531 members 
Mstep: Class 19 contains 77437 members 
Mstep: Class 20 contains 129969 members 
Mstep: Class 21 contains 47901 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 5224 members 
Mstep: Class 24 contains 40782 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 2388 members 
Mstep: Class 27 contains 26363 members 
Mstep: Class 28 contains 5951 members 
Mstep: Class 29 contains 158431 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 2792 members 
Mstep: Class 32 contains 11560 members 
Mstep: Class 33 contains 11483 members 
Mstep: Class 34 contains 86330 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96597 members 
Mstep: Class 37 contains 90589 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2192 members 
Mstep: Class 40 contains 78053 members 
Mstep: Class 41 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412752.000000 Penalty: 26795.666016
Iteration 254Q: 42 clusters Score -8.741275e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 90530 members 
Mstep: Class 4 contains 6754 members 
Mstep: Class 5 contains 80833 members 
Mstep: Class 6 contains 162856 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 27907 members 
Mstep: Class 11 contains 81059 members 
Mstep: Class 12 contains 24567 members 
Mstep: Class 13 contains 63000 members 
Mstep: Class 14 contains 14188 members 
Mstep: Class 15 contains 86944 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 13957 members 
Mstep: Class 18 contains 73356 members 
Mstep: Class 19 contains 77316 members 
Mstep: Class 20 contains 129357 members 
Mstep: Class 21 contains 47804 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5243 members 
Mstep: Class 24 contains 40758 members 
Mstep: Class 25 contains 9354 members 
Mstep: Class 26 contains 2384 members 
Mstep: Class 27 contains 26233 members 
Mstep: Class 28 contains 5964 members 
Mstep: Class 29 contains 158316 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 11583 members 
Mstep: Class 33 contains 11478 members 
Mstep: Class 34 contains 86634 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96645 members 
Mstep: Class 37 contains 90436 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2191 members 
Mstep: Class 40 contains 78233 members 
Mstep: Class 41 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412960.000000 Penalty: 26795.666016
Iteration 255Q: 42 clusters Score -8.741296e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102701 members 
Mstep: Class 2 contains 5155 members 
Mstep: Class 3 contains 90472 members 
Mstep: Class 4 contains 6731 members 
Mstep: Class 5 contains 80650 members 
Mstep: Class 6 contains 163300 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 27984 members 
Mstep: Class 11 contains 81412 members 
Mstep: Class 12 contains 24655 members 
Mstep: Class 13 contains 62983 members 
Mstep: Class 14 contains 14313 members 
Mstep: Class 15 contains 86855 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 13965 members 
Mstep: Class 18 contains 73223 members 
Mstep: Class 19 contains 77214 members 
Mstep: Class 20 contains 128703 members 
Mstep: Class 21 contains 47726 members 
Mstep: Class 22 contains 2567 members 
Mstep: Class 23 contains 5257 members 
Mstep: Class 24 contains 40719 members 
Mstep: Class 25 contains 9354 members 
Mstep: Class 26 contains 2388 members 
Mstep: Class 27 contains 26130 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 158209 members 
Mstep: Class 30 contains 434 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 11480 members 
Mstep: Class 34 contains 86994 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96727 members 
Mstep: Class 37 contains 90298 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2191 members 
Mstep: Class 40 contains 78406 members 
Mstep: Class 41 contains 3626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412704.000000 Penalty: 26795.666016
Iteration 256Q: 42 clusters Score -8.74127e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102624 members 
Mstep: Class 2 contains 5148 members 
Mstep: Class 3 contains 90384 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 80511 members 
Mstep: Class 6 contains 163745 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 28066 members 
Mstep: Class 11 contains 81748 members 
Mstep: Class 12 contains 24741 members 
Mstep: Class 13 contains 62974 members 
Mstep: Class 14 contains 14409 members 
Mstep: Class 15 contains 86759 members 
Mstep: Class 16 contains 2302 members 
Mstep: Class 17 contains 13973 members 
Mstep: Class 18 contains 73102 members 
Mstep: Class 19 contains 77111 members 
Mstep: Class 20 contains 127933 members 
Mstep: Class 21 contains 47673 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 5277 members 
Mstep: Class 24 contains 40687 members 
Mstep: Class 25 contains 9350 members 
Mstep: Class 26 contains 2393 members 
Mstep: Class 27 contains 26023 members 
Mstep: Class 28 contains 5997 members 
Mstep: Class 29 contains 158101 members 
Mstep: Class 30 contains 433 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 11634 members 
Mstep: Class 33 contains 11477 members 
Mstep: Class 34 contains 87479 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96773 members 
Mstep: Class 37 contains 90187 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2190 members 
Mstep: Class 40 contains 78586 members 
Mstep: Class 41 contains 3659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412704.000000 Penalty: 26795.666016
Iteration 257Q: 42 clusters Score -8.74127e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 5120 members 
Mstep: Class 3 contains 90256 members 
Mstep: Class 4 contains 6677 members 
Mstep: Class 5 contains 80376 members 
Mstep: Class 6 contains 164193 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 28158 members 
Mstep: Class 11 contains 82055 members 
Mstep: Class 12 contains 24815 members 
Mstep: Class 13 contains 62981 members 
Mstep: Class 14 contains 14509 members 
Mstep: Class 15 contains 86670 members 
Mstep: Class 16 contains 2294 members 
Mstep: Class 17 contains 13982 members 
Mstep: Class 18 contains 72980 members 
Mstep: Class 19 contains 77028 members 
Mstep: Class 20 contains 127177 members 
Mstep: Class 21 contains 47613 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 40618 members 
Mstep: Class 25 contains 9352 members 
Mstep: Class 26 contains 2395 members 
Mstep: Class 27 contains 25913 members 
Mstep: Class 28 contains 6011 members 
Mstep: Class 29 contains 157975 members 
Mstep: Class 30 contains 432 members 
Mstep: Class 31 contains 2797 members 
Mstep: Class 32 contains 11670 members 
Mstep: Class 33 contains 11479 members 
Mstep: Class 34 contains 87996 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96824 members 
Mstep: Class 37 contains 90106 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2189 members 
Mstep: Class 40 contains 78749 members 
Mstep: Class 41 contains 3690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412648.000000 Penalty: 26795.666016
Iteration 258Q: 42 clusters Score -8.741265e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102512 members 
Mstep: Class 2 contains 5087 members 
Mstep: Class 3 contains 90148 members 
Mstep: Class 4 contains 6641 members 
Mstep: Class 5 contains 80245 members 
Mstep: Class 6 contains 164597 members 
Mstep: Class 7 contains 1878 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 28235 members 
Mstep: Class 11 contains 82331 members 
Mstep: Class 12 contains 24904 members 
Mstep: Class 13 contains 62982 members 
Mstep: Class 14 contains 14614 members 
Mstep: Class 15 contains 86580 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 13995 members 
Mstep: Class 18 contains 72950 members 
Mstep: Class 19 contains 76923 members 
Mstep: Class 20 contains 126315 members 
Mstep: Class 21 contains 47572 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 5317 members 
Mstep: Class 24 contains 40556 members 
Mstep: Class 25 contains 9351 members 
Mstep: Class 26 contains 2405 members 
Mstep: Class 27 contains 25807 members 
Mstep: Class 28 contains 6023 members 
Mstep: Class 29 contains 157809 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 11706 members 
Mstep: Class 33 contains 11485 members 
Mstep: Class 34 contains 88623 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96857 members 
Mstep: Class 37 contains 90050 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2189 members 
Mstep: Class 40 contains 78921 members 
Mstep: Class 41 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412320.000000 Penalty: 26795.666016
Iteration 259Q: 42 clusters Score -8.741232e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 90047 members 
Mstep: Class 4 contains 6611 members 
Mstep: Class 5 contains 80133 members 
Mstep: Class 6 contains 164989 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 28318 members 
Mstep: Class 11 contains 82613 members 
Mstep: Class 12 contains 25001 members 
Mstep: Class 13 contains 62976 members 
Mstep: Class 14 contains 14719 members 
Mstep: Class 15 contains 86478 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 17 contains 14009 members 
Mstep: Class 18 contains 72928 members 
Mstep: Class 19 contains 76819 members 
Mstep: Class 20 contains 125432 members 
Mstep: Class 21 contains 47500 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 40498 members 
Mstep: Class 25 contains 9355 members 
Mstep: Class 26 contains 2412 members 
Mstep: Class 27 contains 25707 members 
Mstep: Class 28 contains 6032 members 
Mstep: Class 29 contains 157645 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2800 members 
Mstep: Class 32 contains 11747 members 
Mstep: Class 33 contains 11485 members 
Mstep: Class 34 contains 89299 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96892 members 
Mstep: Class 37 contains 89972 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2191 members 
Mstep: Class 40 contains 79058 members 
Mstep: Class 41 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412200.000000 Penalty: 26795.666016
Iteration 260F: 42 clusters Score -8.74122e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102413 members 
Mstep: Class 2 contains 5025 members 
Mstep: Class 3 contains 89943 members 
Mstep: Class 4 contains 6583 members 
Mstep: Class 5 contains 80055 members 
Mstep: Class 6 contains 165326 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 28400 members 
Mstep: Class 11 contains 82897 members 
Mstep: Class 12 contains 25078 members 
Mstep: Class 13 contains 62970 members 
Mstep: Class 14 contains 14828 members 
Mstep: Class 15 contains 86375 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 17 contains 14015 members 
Mstep: Class 18 contains 72907 members 
Mstep: Class 19 contains 76659 members 
Mstep: Class 20 contains 124534 members 
Mstep: Class 21 contains 47427 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 40433 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 2424 members 
Mstep: Class 27 contains 25594 members 
Mstep: Class 28 contains 6041 members 
Mstep: Class 29 contains 157494 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 11798 members 
Mstep: Class 33 contains 11493 members 
Mstep: Class 34 contains 90025 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96925 members 
Mstep: Class 37 contains 89907 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 79211 members 
Mstep: Class 41 contains 3786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412568.000000 Penalty: 26795.666016
Iteration 261Q: 42 clusters Score -8.741257e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102363 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 89838 members 
Mstep: Class 4 contains 6559 members 
Mstep: Class 5 contains 79982 members 
Mstep: Class 6 contains 165652 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 28478 members 
Mstep: Class 11 contains 83157 members 
Mstep: Class 12 contains 25148 members 
Mstep: Class 13 contains 62953 members 
Mstep: Class 14 contains 14937 members 
Mstep: Class 15 contains 86287 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 17 contains 14021 members 
Mstep: Class 18 contains 72951 members 
Mstep: Class 19 contains 76546 members 
Mstep: Class 20 contains 123544 members 
Mstep: Class 21 contains 47348 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 5379 members 
Mstep: Class 24 contains 40383 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 2430 members 
Mstep: Class 27 contains 25503 members 
Mstep: Class 28 contains 6049 members 
Mstep: Class 29 contains 157293 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2806 members 
Mstep: Class 32 contains 11851 members 
Mstep: Class 33 contains 11497 members 
Mstep: Class 34 contains 90834 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 96948 members 
Mstep: Class 37 contains 89862 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 79327 members 
Mstep: Class 41 contains 3820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412144.000000 Penalty: 26795.666016
Iteration 262Q: 42 clusters Score -8.741214e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 4925 members 
Mstep: Class 3 contains 89719 members 
Mstep: Class 4 contains 6531 members 
Mstep: Class 5 contains 79912 members 
Mstep: Class 6 contains 165954 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 28575 members 
Mstep: Class 11 contains 83437 members 
Mstep: Class 12 contains 25216 members 
Mstep: Class 13 contains 62949 members 
Mstep: Class 14 contains 15024 members 
Mstep: Class 15 contains 86202 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 17 contains 14032 members 
Mstep: Class 18 contains 72980 members 
Mstep: Class 19 contains 76390 members 
Mstep: Class 20 contains 122593 members 
Mstep: Class 21 contains 47297 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 5396 members 
Mstep: Class 24 contains 40350 members 
Mstep: Class 25 contains 9367 members 
Mstep: Class 26 contains 2434 members 
Mstep: Class 27 contains 25404 members 
Mstep: Class 28 contains 6058 members 
Mstep: Class 29 contains 157119 members 
Mstep: Class 30 contains 424 members 
Mstep: Class 31 contains 2810 members 
Mstep: Class 32 contains 11897 members 
Mstep: Class 33 contains 11489 members 
Mstep: Class 34 contains 91681 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 96975 members 
Mstep: Class 37 contains 89805 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 79394 members 
Mstep: Class 41 contains 3855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412064.000000 Penalty: 26795.666016
Iteration 263Q: 42 clusters Score -8.741206e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102330 members 
Mstep: Class 2 contains 4873 members 
Mstep: Class 3 contains 89617 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 79819 members 
Mstep: Class 6 contains 166236 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 28670 members 
Mstep: Class 11 contains 83694 members 
Mstep: Class 12 contains 25300 members 
Mstep: Class 13 contains 62959 members 
Mstep: Class 14 contains 15098 members 
Mstep: Class 15 contains 86151 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 14039 members 
Mstep: Class 18 contains 72970 members 
Mstep: Class 19 contains 76251 members 
Mstep: Class 20 contains 121706 members 
Mstep: Class 21 contains 47245 members 
Mstep: Class 22 contains 2528 members 
Mstep: Class 23 contains 5410 members 
Mstep: Class 24 contains 40311 members 
Mstep: Class 25 contains 9373 members 
Mstep: Class 26 contains 2438 members 
Mstep: Class 27 contains 25305 members 
Mstep: Class 28 contains 6069 members 
Mstep: Class 29 contains 156927 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2813 members 
Mstep: Class 32 contains 11948 members 
Mstep: Class 33 contains 11479 members 
Mstep: Class 34 contains 92490 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 97009 members 
Mstep: Class 37 contains 89739 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2193 members 
Mstep: Class 40 contains 79437 members 
Mstep: Class 41 contains 3888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411976.000000 Penalty: 26795.666016
Iteration 264Q: 42 clusters Score -8.741198e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102332 members 
Mstep: Class 2 contains 4834 members 
Mstep: Class 3 contains 89531 members 
Mstep: Class 4 contains 6464 members 
Mstep: Class 5 contains 79744 members 
Mstep: Class 6 contains 166447 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 28770 members 
Mstep: Class 11 contains 83942 members 
Mstep: Class 12 contains 25369 members 
Mstep: Class 13 contains 62957 members 
Mstep: Class 14 contains 15170 members 
Mstep: Class 15 contains 86099 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 14046 members 
Mstep: Class 18 contains 72953 members 
Mstep: Class 19 contains 76155 members 
Mstep: Class 20 contains 120994 members 
Mstep: Class 21 contains 47186 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 5414 members 
Mstep: Class 24 contains 40272 members 
Mstep: Class 25 contains 9376 members 
Mstep: Class 26 contains 2447 members 
Mstep: Class 27 contains 25198 members 
Mstep: Class 28 contains 6075 members 
Mstep: Class 29 contains 156749 members 
Mstep: Class 30 contains 424 members 
Mstep: Class 31 contains 2815 members 
Mstep: Class 32 contains 12004 members 
Mstep: Class 33 contains 11477 members 
Mstep: Class 34 contains 93176 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97027 members 
Mstep: Class 37 contains 89661 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 79490 members 
Mstep: Class 41 contains 3923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411808.000000 Penalty: 26795.666016
Iteration 265Q: 42 clusters Score -8.741181e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 4796 members 
Mstep: Class 3 contains 89451 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 79693 members 
Mstep: Class 6 contains 166617 members 
Mstep: Class 7 contains 1880 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1619 members 
Mstep: Class 10 contains 28888 members 
Mstep: Class 11 contains 84161 members 
Mstep: Class 12 contains 25453 members 
Mstep: Class 13 contains 62954 members 
Mstep: Class 14 contains 15244 members 
Mstep: Class 15 contains 86032 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 14066 members 
Mstep: Class 18 contains 72952 members 
Mstep: Class 19 contains 76040 members 
Mstep: Class 20 contains 120373 members 
Mstep: Class 21 contains 47130 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 5408 members 
Mstep: Class 24 contains 40210 members 
Mstep: Class 25 contains 9379 members 
Mstep: Class 26 contains 2458 members 
Mstep: Class 27 contains 25083 members 
Mstep: Class 28 contains 6069 members 
Mstep: Class 29 contains 156612 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2814 members 
Mstep: Class 32 contains 12086 members 
Mstep: Class 33 contains 11476 members 
Mstep: Class 34 contains 93824 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97017 members 
Mstep: Class 37 contains 89578 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79522 members 
Mstep: Class 41 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412032.000000 Penalty: 26795.666016
Iteration 266Q: 42 clusters Score -8.741203e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102296 members 
Mstep: Class 2 contains 4755 members 
Mstep: Class 3 contains 89406 members 
Mstep: Class 4 contains 6419 members 
Mstep: Class 5 contains 79648 members 
Mstep: Class 6 contains 166783 members 
Mstep: Class 7 contains 1883 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1616 members 
Mstep: Class 10 contains 28999 members 
Mstep: Class 11 contains 84384 members 
Mstep: Class 12 contains 25522 members 
Mstep: Class 13 contains 62960 members 
Mstep: Class 14 contains 15320 members 
Mstep: Class 15 contains 85971 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 17 contains 14079 members 
Mstep: Class 18 contains 72917 members 
Mstep: Class 19 contains 75948 members 
Mstep: Class 20 contains 119804 members 
Mstep: Class 21 contains 47070 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 5404 members 
Mstep: Class 24 contains 40177 members 
Mstep: Class 25 contains 9381 members 
Mstep: Class 26 contains 2465 members 
Mstep: Class 27 contains 24973 members 
Mstep: Class 28 contains 6069 members 
Mstep: Class 29 contains 156461 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2814 members 
Mstep: Class 32 contains 12154 members 
Mstep: Class 33 contains 11474 members 
Mstep: Class 34 contains 94420 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97015 members 
Mstep: Class 37 contains 89493 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79534 members 
Mstep: Class 41 contains 3986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411784.000000 Penalty: 26795.666016
Iteration 267Q: 42 clusters Score -8.741178e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102257 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 89328 members 
Mstep: Class 4 contains 6376 members 
Mstep: Class 5 contains 79595 members 
Mstep: Class 6 contains 166905 members 
Mstep: Class 7 contains 1887 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1616 members 
Mstep: Class 10 contains 29107 members 
Mstep: Class 11 contains 84610 members 
Mstep: Class 12 contains 25575 members 
Mstep: Class 13 contains 62956 members 
Mstep: Class 14 contains 15407 members 
Mstep: Class 15 contains 85906 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 17 contains 14101 members 
Mstep: Class 18 contains 72903 members 
Mstep: Class 19 contains 75840 members 
Mstep: Class 20 contains 119258 members 
Mstep: Class 21 contains 47025 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 5392 members 
Mstep: Class 24 contains 40149 members 
Mstep: Class 25 contains 9384 members 
Mstep: Class 26 contains 2477 members 
Mstep: Class 27 contains 24859 members 
Mstep: Class 28 contains 6070 members 
Mstep: Class 29 contains 156348 members 
Mstep: Class 30 contains 423 members 
Mstep: Class 31 contains 2813 members 
Mstep: Class 32 contains 12205 members 
Mstep: Class 33 contains 11476 members 
Mstep: Class 34 contains 95026 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97037 members 
Mstep: Class 37 contains 89419 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79568 members 
Mstep: Class 41 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412048.000000 Penalty: 26795.666016
Iteration 268Q: 42 clusters Score -8.741205e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102257 members 
Mstep: Class 2 contains 4666 members 
Mstep: Class 3 contains 89253 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 79545 members 
Mstep: Class 6 contains 167028 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1619 members 
Mstep: Class 10 contains 29233 members 
Mstep: Class 11 contains 84813 members 
Mstep: Class 12 contains 25605 members 
Mstep: Class 13 contains 62975 members 
Mstep: Class 14 contains 15477 members 
Mstep: Class 15 contains 85849 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 14114 members 
Mstep: Class 18 contains 72942 members 
Mstep: Class 19 contains 75748 members 
Mstep: Class 20 contains 118798 members 
Mstep: Class 21 contains 47000 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 5383 members 
Mstep: Class 24 contains 40096 members 
Mstep: Class 25 contains 9388 members 
Mstep: Class 26 contains 2485 members 
Mstep: Class 27 contains 24744 members 
Mstep: Class 28 contains 6074 members 
Mstep: Class 29 contains 156229 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2816 members 
Mstep: Class 32 contains 12264 members 
Mstep: Class 33 contains 11481 members 
Mstep: Class 34 contains 95522 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97025 members 
Mstep: Class 37 contains 89309 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79584 members 
Mstep: Class 41 contains 4051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412080.000000 Penalty: 26795.666016
Iteration 269Q: 42 clusters Score -8.741208e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102243 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 3 contains 89194 members 
Mstep: Class 4 contains 6287 members 
Mstep: Class 5 contains 79516 members 
Mstep: Class 6 contains 167112 members 
Mstep: Class 7 contains 1895 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 29353 members 
Mstep: Class 11 contains 85031 members 
Mstep: Class 12 contains 25623 members 
Mstep: Class 13 contains 63011 members 
Mstep: Class 14 contains 15530 members 
Mstep: Class 15 contains 85811 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 17 contains 14126 members 
Mstep: Class 18 contains 72993 members 
Mstep: Class 19 contains 75663 members 
Mstep: Class 20 contains 118420 members 
Mstep: Class 21 contains 46989 members 
Mstep: Class 22 contains 2516 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 40058 members 
Mstep: Class 25 contains 9387 members 
Mstep: Class 26 contains 2489 members 
Mstep: Class 27 contains 24633 members 
Mstep: Class 28 contains 6075 members 
Mstep: Class 29 contains 156128 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2817 members 
Mstep: Class 32 contains 12320 members 
Mstep: Class 33 contains 11485 members 
Mstep: Class 34 contains 95926 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 96997 members 
Mstep: Class 37 contains 89177 members 
Mstep: Class 38 contains 524 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79603 members 
Mstep: Class 41 contains 4072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412136.000000 Penalty: 26795.666016
Iteration 270Q: 42 clusters Score -8.741214e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 4602 members 
Mstep: Class 3 contains 89116 members 
Mstep: Class 4 contains 6244 members 
Mstep: Class 5 contains 79511 members 
Mstep: Class 6 contains 167205 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1623 members 
Mstep: Class 10 contains 29446 members 
Mstep: Class 11 contains 85203 members 
Mstep: Class 12 contains 25637 members 
Mstep: Class 13 contains 63056 members 
Mstep: Class 14 contains 15596 members 
Mstep: Class 15 contains 85782 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 17 contains 14144 members 
Mstep: Class 18 contains 73041 members 
Mstep: Class 19 contains 75565 members 
Mstep: Class 20 contains 118056 members 
Mstep: Class 21 contains 46973 members 
Mstep: Class 22 contains 2513 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 40021 members 
Mstep: Class 25 contains 9386 members 
Mstep: Class 26 contains 2497 members 
Mstep: Class 27 contains 24546 members 
Mstep: Class 28 contains 6072 members 
Mstep: Class 29 contains 155996 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2817 members 
Mstep: Class 32 contains 12373 members 
Mstep: Class 33 contains 11486 members 
Mstep: Class 34 contains 96308 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 96970 members 
Mstep: Class 37 contains 89064 members 
Mstep: Class 38 contains 523 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 79672 members 
Mstep: Class 41 contains 4088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412440.000000 Penalty: 26795.666016
Iteration 271Q: 42 clusters Score -8.741244e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102269 members 
Mstep: Class 2 contains 4552 members 
Mstep: Class 3 contains 89037 members 
Mstep: Class 4 contains 6205 members 
Mstep: Class 5 contains 79523 members 
Mstep: Class 6 contains 167217 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 29560 members 
Mstep: Class 11 contains 85400 members 
Mstep: Class 12 contains 25649 members 
Mstep: Class 13 contains 63119 members 
Mstep: Class 14 contains 15658 members 
Mstep: Class 15 contains 85776 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 17 contains 14160 members 
Mstep: Class 18 contains 73059 members 
Mstep: Class 19 contains 75473 members 
Mstep: Class 20 contains 117725 members 
Mstep: Class 21 contains 46969 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 5338 members 
Mstep: Class 24 contains 39981 members 
Mstep: Class 25 contains 9380 members 
Mstep: Class 26 contains 2508 members 
Mstep: Class 27 contains 24462 members 
Mstep: Class 28 contains 6069 members 
Mstep: Class 29 contains 155874 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2817 members 
Mstep: Class 32 contains 12423 members 
Mstep: Class 33 contains 11485 members 
Mstep: Class 34 contains 96702 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 96900 members 
Mstep: Class 37 contains 88948 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 79726 members 
Mstep: Class 41 contains 4108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412352.000000 Penalty: 26795.666016
Iteration 272Q: 42 clusters Score -8.741235e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 4503 members 
Mstep: Class 3 contains 88951 members 
Mstep: Class 4 contains 6172 members 
Mstep: Class 5 contains 79483 members 
Mstep: Class 6 contains 167231 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1627 members 
Mstep: Class 10 contains 29673 members 
Mstep: Class 11 contains 85538 members 
Mstep: Class 12 contains 25675 members 
Mstep: Class 13 contains 63189 members 
Mstep: Class 14 contains 15711 members 
Mstep: Class 15 contains 85744 members 
Mstep: Class 16 contains 2301 members 
Mstep: Class 17 contains 14175 members 
Mstep: Class 18 contains 73116 members 
Mstep: Class 19 contains 75413 members 
Mstep: Class 20 contains 117444 members 
Mstep: Class 21 contains 46956 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 5323 members 
Mstep: Class 24 contains 39941 members 
Mstep: Class 25 contains 9378 members 
Mstep: Class 26 contains 2520 members 
Mstep: Class 27 contains 24373 members 
Mstep: Class 28 contains 6067 members 
Mstep: Class 29 contains 155765 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2816 members 
Mstep: Class 32 contains 12485 members 
Mstep: Class 33 contains 11485 members 
Mstep: Class 34 contains 97014 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96860 members 
Mstep: Class 37 contains 88869 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 79760 members 
Mstep: Class 41 contains 4127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412264.000000 Penalty: 26795.666016
Iteration 273Q: 42 clusters Score -8.741226e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102358 members 
Mstep: Class 2 contains 4455 members 
Mstep: Class 3 contains 88880 members 
Mstep: Class 4 contains 6130 members 
Mstep: Class 5 contains 79471 members 
Mstep: Class 6 contains 167251 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1630 members 
Mstep: Class 10 contains 29795 members 
Mstep: Class 11 contains 85687 members 
Mstep: Class 12 contains 25686 members 
Mstep: Class 13 contains 63235 members 
Mstep: Class 14 contains 15762 members 
Mstep: Class 15 contains 85707 members 
Mstep: Class 16 contains 2301 members 
Mstep: Class 17 contains 14188 members 
Mstep: Class 18 contains 73142 members 
Mstep: Class 19 contains 75350 members 
Mstep: Class 20 contains 117173 members 
Mstep: Class 21 contains 46940 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 5305 members 
Mstep: Class 24 contains 39896 members 
Mstep: Class 25 contains 9376 members 
Mstep: Class 26 contains 2529 members 
Mstep: Class 27 contains 24271 members 
Mstep: Class 28 contains 6063 members 
Mstep: Class 29 contains 155688 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2816 members 
Mstep: Class 32 contains 12550 members 
Mstep: Class 33 contains 11481 members 
Mstep: Class 34 contains 97317 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 96833 members 
Mstep: Class 37 contains 88790 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 79798 members 
Mstep: Class 41 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411976.000000 Penalty: 26795.666016
Iteration 274Q: 42 clusters Score -8.741198e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102424 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 88797 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 79470 members 
Mstep: Class 6 contains 167242 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1634 members 
Mstep: Class 10 contains 29875 members 
Mstep: Class 11 contains 85831 members 
Mstep: Class 12 contains 25672 members 
Mstep: Class 13 contains 63275 members 
Mstep: Class 14 contains 15829 members 
Mstep: Class 15 contains 85686 members 
Mstep: Class 16 contains 2300 members 
Mstep: Class 17 contains 14192 members 
Mstep: Class 18 contains 73195 members 
Mstep: Class 19 contains 75298 members 
Mstep: Class 20 contains 116926 members 
Mstep: Class 21 contains 46923 members 
Mstep: Class 22 contains 2508 members 
Mstep: Class 23 contains 5287 members 
Mstep: Class 24 contains 39872 members 
Mstep: Class 25 contains 9372 members 
Mstep: Class 26 contains 2534 members 
Mstep: Class 27 contains 24194 members 
Mstep: Class 28 contains 6065 members 
Mstep: Class 29 contains 155613 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2822 members 
Mstep: Class 32 contains 12608 members 
Mstep: Class 33 contains 11477 members 
Mstep: Class 34 contains 97590 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 96834 members 
Mstep: Class 37 contains 88698 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 79823 members 
Mstep: Class 41 contains 4154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411720.000000 Penalty: 26795.666016
Iteration 275Q: 42 clusters Score -8.741172e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102491 members 
Mstep: Class 2 contains 4351 members 
Mstep: Class 3 contains 88691 members 
Mstep: Class 4 contains 6060 members 
Mstep: Class 5 contains 79481 members 
Mstep: Class 6 contains 167243 members 
Mstep: Class 7 contains 1916 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1636 members 
Mstep: Class 10 contains 29962 members 
Mstep: Class 11 contains 85987 members 
Mstep: Class 12 contains 25652 members 
Mstep: Class 13 contains 63319 members 
Mstep: Class 14 contains 15890 members 
Mstep: Class 15 contains 85661 members 
Mstep: Class 16 contains 2301 members 
Mstep: Class 17 contains 14196 members 
Mstep: Class 18 contains 73259 members 
Mstep: Class 19 contains 75253 members 
Mstep: Class 20 contains 116714 members 
Mstep: Class 21 contains 46908 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 5246 members 
Mstep: Class 24 contains 39847 members 
Mstep: Class 25 contains 9372 members 
Mstep: Class 26 contains 2535 members 
Mstep: Class 27 contains 24121 members 
Mstep: Class 28 contains 6066 members 
Mstep: Class 29 contains 155549 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2830 members 
Mstep: Class 32 contains 12665 members 
Mstep: Class 33 contains 11470 members 
Mstep: Class 34 contains 97815 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 96807 members 
Mstep: Class 37 contains 88591 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 79837 members 
Mstep: Class 41 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411512.000000 Penalty: 26795.666016
Iteration 276Q: 42 clusters Score -8.741151e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 4305 members 
Mstep: Class 3 contains 88586 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 79469 members 
Mstep: Class 6 contains 167213 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 30068 members 
Mstep: Class 11 contains 86127 members 
Mstep: Class 12 contains 25630 members 
Mstep: Class 13 contains 63379 members 
Mstep: Class 14 contains 15938 members 
Mstep: Class 15 contains 85638 members 
Mstep: Class 16 contains 2301 members 
Mstep: Class 17 contains 14198 members 
Mstep: Class 18 contains 73362 members 
Mstep: Class 19 contains 75224 members 
Mstep: Class 20 contains 116536 members 
Mstep: Class 21 contains 46907 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 5205 members 
Mstep: Class 24 contains 39832 members 
Mstep: Class 25 contains 9369 members 
Mstep: Class 26 contains 2529 members 
Mstep: Class 27 contains 24034 members 
Mstep: Class 28 contains 6061 members 
Mstep: Class 29 contains 155496 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2836 members 
Mstep: Class 32 contains 12717 members 
Mstep: Class 33 contains 11467 members 
Mstep: Class 34 contains 98020 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 96771 members 
Mstep: Class 37 contains 88496 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 79837 members 
Mstep: Class 41 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410992.000000 Penalty: 26795.666016
Iteration 277Q: 42 clusters Score -8.741099e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 88455 members 
Mstep: Class 4 contains 6011 members 
Mstep: Class 5 contains 79439 members 
Mstep: Class 6 contains 167129 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 30172 members 
Mstep: Class 11 contains 86272 members 
Mstep: Class 12 contains 25618 members 
Mstep: Class 13 contains 63447 members 
Mstep: Class 14 contains 15972 members 
Mstep: Class 15 contains 85622 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 17 contains 14196 members 
Mstep: Class 18 contains 73503 members 
Mstep: Class 19 contains 75200 members 
Mstep: Class 20 contains 116439 members 
Mstep: Class 21 contains 46895 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 5179 members 
Mstep: Class 24 contains 39810 members 
Mstep: Class 25 contains 9367 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 23962 members 
Mstep: Class 28 contains 6061 members 
Mstep: Class 29 contains 155436 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2841 members 
Mstep: Class 32 contains 12754 members 
Mstep: Class 33 contains 11465 members 
Mstep: Class 34 contains 98158 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 96722 members 
Mstep: Class 37 contains 88439 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 79849 members 
Mstep: Class 41 contains 4217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410744.000000 Penalty: 26795.666016
Iteration 278Q: 42 clusters Score -8.741074e+07 nChanged 2883
Entering ConstructFrom: 
Score: -87410744.000000 Penalty: 26795.666016
Entering ConstructFrom: 
Trying to split cluster 1 (102651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Entering Unmasked Estep 
Score: -5573532.500000 Penalty: 525.028625
	Iteration 0F: 2 clusters Score -5573532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -5506691.000000 Penalty: 1050.057251
	Iteration 0F: 3 clusters Score -5506691 nChanged 50068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -5539387.500000 Penalty: 1050.057251
	Iteration 1F: 3 clusters Score -5539388 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -5541753.000000 Penalty: 1050.057251
	Iteration 2F: 3 clusters Score -5541753 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -5545021.000000 Penalty: 1050.057251
	Iteration 3F: 3 clusters Score -5545021 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -5549349.500000 Penalty: 1050.057251
	Iteration 4F: 3 clusters Score -5549350 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
Score: -5554792.500000 Penalty: 1050.057251
	Iteration 5F: 3 clusters Score -5554792 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -5559530.000000 Penalty: 1050.057251
	Iteration 6F: 3 clusters Score -5559530 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -5562110.500000 Penalty: 1050.057251
	Iteration 7Q: 3 clusters Score -5562110 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -5563163.000000 Penalty: 1050.057251
	Iteration 8Q: 3 clusters Score -5563163 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -5563782.500000 Penalty: 1050.057251
	Iteration 9Q: 3 clusters Score -5563782 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -5564196.000000 Penalty: 1050.057251
	Iteration 10Q: 3 clusters Score -5564196 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -5564699.500000 Penalty: 1050.057251
	Iteration 11Q: 3 clusters Score -5564700 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -5565286.500000 Penalty: 1050.057251
	Iteration 12Q: 3 clusters Score -5565286 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -5565845.000000 Penalty: 1050.057251
	Iteration 13Q: 3 clusters Score -5565845 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -5566423.500000 Penalty: 1050.057251
	Iteration 14Q: 3 clusters Score -5566424 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 83492 members 
Entering Unmasked Estep 
Score: -5567002.500000 Penalty: 1050.057251
	Iteration 15Q: 3 clusters Score -5567002 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -5567555.000000 Penalty: 1050.057251
	Iteration 16Q: 3 clusters Score -5567555 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -5568087.000000 Penalty: 1050.057251
	Iteration 17Q: 3 clusters Score -5568087 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 87607 members 
Entering Unmasked Estep 
Score: -5568591.000000 Penalty: 1050.057251
	Iteration 18Q: 3 clusters Score -5568591 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -5569079.500000 Penalty: 1050.057251
	Iteration 19Q: 3 clusters Score -5569080 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 89950 members 
Entering Unmasked Estep 
Score: -5569498.500000 Penalty: 1050.057251
	Iteration 20F: 3 clusters Score -5569498 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -5569874.500000 Penalty: 1050.057251
	Iteration 21Q: 3 clusters Score -5569874 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -5570266.500000 Penalty: 1050.057251
	Iteration 22Q: 3 clusters Score -5570266 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 92837 members 
Entering Unmasked Estep 
Score: -5570732.000000 Penalty: 1050.057251
	Iteration 23Q: 3 clusters Score -5570732 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -5571074.000000 Penalty: 1050.057251
	Iteration 24Q: 3 clusters Score -5571074 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -5571404.000000 Penalty: 1050.057251
	Iteration 25Q: 3 clusters Score -5571404 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -5571644.000000 Penalty: 1050.057251
	Iteration 26Q: 3 clusters Score -5571644 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -5571866.000000 Penalty: 1050.057251
	Iteration 27Q: 3 clusters Score -5571866 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 96557 members 
Entering Unmasked Estep 
Score: -5572045.500000 Penalty: 1050.057251
	Iteration 28Q: 3 clusters Score -5572046 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 97108 members 
Entering Unmasked Estep 
Score: -5572156.000000 Penalty: 1050.057251
	Iteration 29Q: 3 clusters Score -5572156 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 97586 members 
Entering Unmasked Estep 
Score: -5572249.500000 Penalty: 1050.057251
	Iteration 30Q: 3 clusters Score -5572250 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 98050 members 
Entering Unmasked Estep 
Score: -5572374.500000 Penalty: 1050.057251
	Iteration 31Q: 3 clusters Score -5572374 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -5572470.000000 Penalty: 1050.057251
	Iteration 32Q: 3 clusters Score -5572470 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -5572543.000000 Penalty: 1050.057251
	Iteration 33Q: 3 clusters Score -5572543 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -5572638.000000 Penalty: 1050.057251
	Iteration 34Q: 3 clusters Score -5572638 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 99513 members 
Entering Unmasked Estep 
Score: -5572728.000000 Penalty: 1050.057251
	Iteration 35Q: 3 clusters Score -5572728 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -5572787.000000 Penalty: 1050.057251
	Iteration 36Q: 3 clusters Score -5572787 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 100085 members 
Entering Unmasked Estep 
Score: -5572840.500000 Penalty: 1050.057251
	Iteration 37Q: 3 clusters Score -5572840 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -5572877.500000 Penalty: 1050.057251
	Iteration 38Q: 3 clusters Score -5572878 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -5572923.500000 Penalty: 1050.057251
	Iteration 39Q: 3 clusters Score -5572924 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 100766 members 
Entering Unmasked Estep 
Score: -5572940.500000 Penalty: 1050.057251
	Iteration 40F: 3 clusters Score -5572940 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 100941 members 
Entering Unmasked Estep 
Score: -5572958.000000 Penalty: 1050.057251
	Iteration 41Q: 3 clusters Score -5572958 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 101096 members 
Entering Unmasked Estep 
Score: -5572982.000000 Penalty: 1050.057251
	Iteration 42Q: 3 clusters Score -5572982 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 101244 members 
Entering Unmasked Estep 
Score: -5573004.000000 Penalty: 1050.057251
	Iteration 43Q: 3 clusters Score -5573004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 101378 members 
Entering Unmasked Estep 
Score: -5573019.500000 Penalty: 1050.057251
	Iteration 44Q: 3 clusters Score -5573020 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -5573036.000000 Penalty: 1050.057251
	Iteration 45Q: 3 clusters Score -5573036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 101575 members 
Entering Unmasked Estep 
Score: -5573049.000000 Penalty: 1050.057251
	Iteration 46Q: 3 clusters Score -5573049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -5573057.500000 Penalty: 1050.057251
	Iteration 47Q: 3 clusters Score -5573058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 101733 members 
Entering Unmasked Estep 
Score: -5573066.500000 Penalty: 1050.057251
	Iteration 48Q: 3 clusters Score -5573066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 101803 members 
Entering Unmasked Estep 
Score: -5573072.000000 Penalty: 1050.057251
	Iteration 49Q: 3 clusters Score -5573072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -5573072.500000 Penalty: 1050.057251
	Iteration 50Q: 3 clusters Score -5573072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 101894 members 
Entering Unmasked Estep 
Score: -5573081.500000 Penalty: 1050.057251
	Iteration 51Q: 3 clusters Score -5573082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 101933 members 
Entering Unmasked Estep 
Score: -5573092.000000 Penalty: 1050.057251
	Iteration 52Q: 3 clusters Score -5573092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 101974 members 
Entering Unmasked Estep 
Score: -5573092.000000 Penalty: 1050.057251
	Iteration 53Q: 3 clusters Score -5573092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 102012 members 
Entering Unmasked Estep 
Score: -5573089.000000 Penalty: 1050.057251
	Iteration 54Q: 3 clusters Score -5573089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 102034 members 
Entering Unmasked Estep 
Score: -5573084.000000 Penalty: 1050.057251
	Iteration 55Q: 3 clusters Score -5573084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 102053 members 
Entering Unmasked Estep 
Score: -5573085.500000 Penalty: 1050.057251
	Iteration 56Q: 3 clusters Score -5573086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -5573080.500000 Penalty: 1050.057251
	Iteration 57Q: 3 clusters Score -5573080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 102075 members 
Entering Unmasked Estep 
Score: -5573079.000000 Penalty: 1050.057251
	Iteration 58Q: 3 clusters Score -5573079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 102088 members 
Entering Unmasked Estep 
Score: -5573078.500000 Penalty: 1050.057251
	Iteration 59Q: 3 clusters Score -5573078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 102104 members 
Entering Unmasked Estep 
Score: -5573076.000000 Penalty: 1050.057251
	Iteration 60F: 3 clusters Score -5573076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 102118 members 
Entering Unmasked Estep 
Score: -5573079.500000 Penalty: 1050.057251
	Iteration 61Q: 3 clusters Score -5573080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -5573088.000000 Penalty: 1050.057251
	Iteration 62Q: 3 clusters Score -5573088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 102140 members 
Entering Unmasked Estep 
Score: -5573085.000000 Penalty: 1050.057251
	Iteration 63Q: 3 clusters Score -5573085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 102154 members 
Entering Unmasked Estep 
Score: -5573083.000000 Penalty: 1050.057251
	Iteration 64Q: 3 clusters Score -5573083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -5573086.500000 Penalty: 1050.057251
	Iteration 65Q: 3 clusters Score -5573086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -5573086.500000 Penalty: 1050.057251
	Iteration 66Q: 3 clusters Score -5573086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 102173 members 
Entering Unmasked Estep 
Score: -5573086.000000 Penalty: 1050.057251
	Iteration 67Q: 3 clusters Score -5573086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 102180 members 
Entering Unmasked Estep 
Score: -5573086.500000 Penalty: 1050.057251
	Iteration 68Q: 3 clusters Score -5573086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 102189 members 
Entering Unmasked Estep 
Score: -5573087.500000 Penalty: 1050.057251
	Iteration 69Q: 3 clusters Score -5573088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -5573098.500000 Penalty: 1050.057251
	Iteration 70Q: 3 clusters Score -5573098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 102217 members 
Entering Unmasked Estep 
Score: -5573097.000000 Penalty: 1050.057251
	Iteration 71Q: 3 clusters Score -5573097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -5573100.500000 Penalty: 1050.057251
	Iteration 72Q: 3 clusters Score -5573100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -5573101.000000 Penalty: 1050.057251
	Iteration 73Q: 3 clusters Score -5573101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 102261 members 
Entering Unmasked Estep 
Score: -5573101.000000 Penalty: 1050.057251
	Iteration 74Q: 3 clusters Score -5573101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 102270 members 
Entering Unmasked Estep 
Score: -5573108.000000 Penalty: 1050.057251
	Iteration 75Q: 3 clusters Score -5573108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 102278 members 
Entering Unmasked Estep 
Score: -5573109.500000 Penalty: 1050.057251
	Iteration 76Q: 3 clusters Score -5573110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 102287 members 
Entering Unmasked Estep 
Score: -5573111.500000 Penalty: 1050.057251
	Iteration 77Q: 3 clusters Score -5573112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 102290 members 
Entering Unmasked Estep 
Score: -5573114.500000 Penalty: 1050.057251
	Iteration 78Q: 3 clusters Score -5573114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 102292 members 
Entering Unmasked Estep 
Score: -5573113.000000 Penalty: 1050.057251
	Iteration 79Q: 3 clusters Score -5573113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 102294 members 
Entering Unmasked Estep 
Score: -5573115.500000 Penalty: 1050.057251
	Iteration 80F: 3 clusters Score -5573116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 102297 members 
Entering Unmasked Estep 
Score: -5573115.000000 Penalty: 1050.057251
	Iteration 81Q: 3 clusters Score -5573115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 102301 members 
Entering Unmasked Estep 
Score: -5573111.500000 Penalty: 1050.057251
	Iteration 82Q: 3 clusters Score -5573112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -5573112.000000 Penalty: 1050.057251
	Iteration 83Q: 3 clusters Score -5573112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 102305 members 
Entering Unmasked Estep 
Score: -5573108.500000 Penalty: 1050.057251
	Iteration 84Q: 3 clusters Score -5573108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 102307 members 
Entering Unmasked Estep 
Score: -5573113.000000 Penalty: 1050.057251
	Iteration 85Q: 3 clusters Score -5573113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -5573109.500000 Penalty: 1050.057251
	Iteration 86Q: 3 clusters Score -5573110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 102309 members 
Entering Unmasked Estep 
Score: -5573109.500000 Penalty: 1050.057251
	Iteration 87F: 3 clusters Score -5573110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Entering Unmasked Estep 
Score: -233766.796875 Penalty: 380.009033
	Iteration 0F: 2 clusters Score -233766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -230852.062500 Penalty: 760.018066
	Iteration 0F: 3 clusters Score -230852.1 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -231900.203125 Penalty: 760.018066
	Iteration 1F: 3 clusters Score -231900.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -231988.875000 Penalty: 760.018066
	Iteration 2F: 3 clusters Score -231988.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -232076.312500 Penalty: 760.018066
	Iteration 3Q: 3 clusters Score -232076.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -232174.296875 Penalty: 760.018066
	Iteration 4Q: 3 clusters Score -232174.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -232300.953125 Penalty: 760.018066
	Iteration 5Q: 3 clusters Score -232301 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -232482.390625 Penalty: 760.018066
	Iteration 6F: 3 clusters Score -232482.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -232702.171875 Penalty: 760.018066
	Iteration 7F: 3 clusters Score -232702.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -232940.843750 Penalty: 760.018066
	Iteration 8F: 3 clusters Score -232940.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -233131.546875 Penalty: 760.018066
	Iteration 9Q: 3 clusters Score -233131.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -233256.937500 Penalty: 760.018066
	Iteration 10Q: 3 clusters Score -233256.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -233313.296875 Penalty: 760.018066
	Iteration 11Q: 3 clusters Score -233313.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -233361.203125 Penalty: 760.018066
	Iteration 12Q: 3 clusters Score -233361.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -233394.531250 Penalty: 760.018066
	Iteration 13Q: 3 clusters Score -233394.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -233411.328125 Penalty: 760.018066
	Iteration 14Q: 3 clusters Score -233411.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -233421.328125 Penalty: 760.018066
	Iteration 15Q: 3 clusters Score -233421.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -233423.843750 Penalty: 760.018066
	Iteration 16Q: 3 clusters Score -233423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -233424.750000 Penalty: 760.018066
	Iteration 17Q: 3 clusters Score -233424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -233426.250000 Penalty: 760.018066
	Iteration 18Q: 3 clusters Score -233426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -233428.921875 Penalty: 760.018066
	Iteration 19Q: 3 clusters Score -233428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -233433.703125 Penalty: 760.018066
	Iteration 20F: 3 clusters Score -233433.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -233437.796875 Penalty: 760.018066
	Iteration 21Q: 3 clusters Score -233437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -233444.218750 Penalty: 760.018066
	Iteration 22Q: 3 clusters Score -233444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -233450.062500 Penalty: 760.018066
	Iteration 23Q: 3 clusters Score -233450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -233450.062500 Penalty: 760.018066
	Iteration 24F: 3 clusters Score -233450.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (88332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Entering Unmasked Estep 
Score: -4855097.500000 Penalty: 518.193054
	Iteration 0F: 2 clusters Score -4855098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -4796408.500000 Penalty: 1036.386108
	Iteration 0F: 3 clusters Score -4796408 nChanged 43100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -4821891.500000 Penalty: 1036.386108
	Iteration 1F: 3 clusters Score -4821892 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -4822387.000000 Penalty: 1036.386108
	Iteration 2Q: 3 clusters Score -4822387 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -4822958.000000 Penalty: 1036.386108
	Iteration 3Q: 3 clusters Score -4822958 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -4823575.500000 Penalty: 1036.386108
	Iteration 4Q: 3 clusters Score -4823576 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -4824522.000000 Penalty: 1036.386108
	Iteration 5Q: 3 clusters Score -4824522 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -4826190.500000 Penalty: 1036.386108
	Iteration 6Q: 3 clusters Score -4826190 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -4828948.500000 Penalty: 1036.386108
	Iteration 7Q: 3 clusters Score -4828948 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -4833534.000000 Penalty: 1036.386108
	Iteration 8F: 3 clusters Score -4833534 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -4838440.000000 Penalty: 1036.386108
	Iteration 9F: 3 clusters Score -4838440 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 62317 members 
Entering Unmasked Estep 
Score: -4841126.000000 Penalty: 1036.386108
	Iteration 10F: 3 clusters Score -4841126 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -4842158.000000 Penalty: 1036.386108
	Iteration 11Q: 3 clusters Score -4842158 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -4842831.000000 Penalty: 1036.386108
	Iteration 12Q: 3 clusters Score -4842831 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 67723 members 
Entering Unmasked Estep 
Score: -4843535.500000 Penalty: 1036.386108
	Iteration 13Q: 3 clusters Score -4843536 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -4844298.000000 Penalty: 1036.386108
	Iteration 14Q: 3 clusters Score -4844298 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -4845159.000000 Penalty: 1036.386108
	Iteration 15Q: 3 clusters Score -4845159 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -4846168.000000 Penalty: 1036.386108
	Iteration 16Q: 3 clusters Score -4846168 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -4847199.000000 Penalty: 1036.386108
	Iteration 17Q: 3 clusters Score -4847199 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 77454 members 
Entering Unmasked Estep 
Score: -4848262.000000 Penalty: 1036.386108
	Iteration 18Q: 3 clusters Score -4848262 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -4849323.500000 Penalty: 1036.386108
	Iteration 19Q: 3 clusters Score -4849324 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 81003 members 
Entering Unmasked Estep 
Score: -4850330.500000 Penalty: 1036.386108
	Iteration 20F: 3 clusters Score -4850330 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -4851301.000000 Penalty: 1036.386108
	Iteration 21Q: 3 clusters Score -4851301 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -4852050.000000 Penalty: 1036.386108
	Iteration 22Q: 3 clusters Score -4852050 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 84833 members 
Entering Unmasked Estep 
Score: -4852659.000000 Penalty: 1036.386108
	Iteration 23Q: 3 clusters Score -4852659 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -4853154.500000 Penalty: 1036.386108
	Iteration 24Q: 3 clusters Score -4853154 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -4853574.500000 Penalty: 1036.386108
	Iteration 25Q: 3 clusters Score -4853574 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -4853877.000000 Penalty: 1036.386108
	Iteration 26Q: 3 clusters Score -4853877 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -4854136.500000 Penalty: 1036.386108
	Iteration 27Q: 3 clusters Score -4854136 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -4854279.500000 Penalty: 1036.386108
	Iteration 28Q: 3 clusters Score -4854280 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -4854380.500000 Penalty: 1036.386108
	Iteration 29Q: 3 clusters Score -4854380 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -4854459.500000 Penalty: 1036.386108
	Iteration 30Q: 3 clusters Score -4854460 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -4854530.000000 Penalty: 1036.386108
	Iteration 31Q: 3 clusters Score -4854530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -4854568.500000 Penalty: 1036.386108
	Iteration 32Q: 3 clusters Score -4854568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 88030 members 
Entering Unmasked Estep 
Score: -4854603.000000 Penalty: 1036.386108
	Iteration 33Q: 3 clusters Score -4854603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 88065 members 
Entering Unmasked Estep 
Score: -4854625.000000 Penalty: 1036.386108
	Iteration 34Q: 3 clusters Score -4854625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -4854634.000000 Penalty: 1036.386108
	Iteration 35Q: 3 clusters Score -4854634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 88105 members 
Entering Unmasked Estep 
Score: -4854641.500000 Penalty: 1036.386108
	Iteration 36Q: 3 clusters Score -4854642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -4854647.500000 Penalty: 1036.386108
	Iteration 37Q: 3 clusters Score -4854648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -4854642.500000 Penalty: 1036.386108
	Iteration 38Q: 3 clusters Score -4854642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -4854645.500000 Penalty: 1036.386108
	Iteration 39Q: 3 clusters Score -4854646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -4854646.500000 Penalty: 1036.386108
	Iteration 40F: 3 clusters Score -4854646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -4854650.000000 Penalty: 1036.386108
	Iteration 41Q: 3 clusters Score -4854650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -4854649.500000 Penalty: 1036.386108
	Iteration 42Q: 3 clusters Score -4854650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -4854649.500000 Penalty: 1036.386108
	Iteration 43F: 3 clusters Score -4854650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -345683.593750 Penalty: 395.706421
	Iteration 0F: 2 clusters Score -345683.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -341651.562500 Penalty: 791.412842
	Iteration 0F: 3 clusters Score -341651.6 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -343299.187500 Penalty: 791.412842
	Iteration 1F: 3 clusters Score -343299.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -343486.812500 Penalty: 791.412842
	Iteration 2F: 3 clusters Score -343486.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -343755.687500 Penalty: 791.412842
	Iteration 3F: 3 clusters Score -343755.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -344154.718750 Penalty: 791.412842
	Iteration 4F: 3 clusters Score -344154.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -344582.406250 Penalty: 791.412842
	Iteration 5F: 3 clusters Score -344582.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -344977.343750 Penalty: 791.412842
	Iteration 6F: 3 clusters Score -344977.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -345184.656250 Penalty: 791.412842
	Iteration 7Q: 3 clusters Score -345184.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -345268.718750 Penalty: 791.412842
	Iteration 8Q: 3 clusters Score -345268.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -345303.125000 Penalty: 791.412842
	Iteration 9Q: 3 clusters Score -345303.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -345325.312500 Penalty: 791.412842
	Iteration 10Q: 3 clusters Score -345325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -345328.718750 Penalty: 791.412842
	Iteration 11Q: 3 clusters Score -345328.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -345328.718750 Penalty: 791.412842
	Iteration 12F: 3 clusters Score -345328.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Entering Unmasked Estep 
Score: -4416026.500000 Penalty: 513.354614
	Iteration 0F: 2 clusters Score -4416026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -4362778.500000 Penalty: 1026.709229
	Iteration 0F: 3 clusters Score -4362778 nChanged 38819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -4385367.500000 Penalty: 1026.709229
	Iteration 1F: 3 clusters Score -4385368 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -4385890.500000 Penalty: 1026.709229
	Iteration 2Q: 3 clusters Score -4385890 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -4386523.500000 Penalty: 1026.709229
	Iteration 3Q: 3 clusters Score -4386524 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -4387287.000000 Penalty: 1026.709229
	Iteration 4Q: 3 clusters Score -4387287 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -4388402.500000 Penalty: 1026.709229
	Iteration 5Q: 3 clusters Score -4388402 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -4390242.500000 Penalty: 1026.709229
	Iteration 6Q: 3 clusters Score -4390242 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -4393418.000000 Penalty: 1026.709229
	Iteration 7F: 3 clusters Score -4393418 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -4397627.500000 Penalty: 1026.709229
	Iteration 8F: 3 clusters Score -4397628 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -4400624.000000 Penalty: 1026.709229
	Iteration 9F: 3 clusters Score -4400624 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -4401676.500000 Penalty: 1026.709229
	Iteration 10Q: 3 clusters Score -4401676 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -4401993.500000 Penalty: 1026.709229
	Iteration 11Q: 3 clusters Score -4401994 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -4402210.000000 Penalty: 1026.709229
	Iteration 12Q: 3 clusters Score -4402210 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -4402377.500000 Penalty: 1026.709229
	Iteration 13Q: 3 clusters Score -4402378 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -4402569.500000 Penalty: 1026.709229
	Iteration 14Q: 3 clusters Score -4402570 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -4402794.000000 Penalty: 1026.709229
	Iteration 15Q: 3 clusters Score -4402794 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -4403075.000000 Penalty: 1026.709229
	Iteration 16Q: 3 clusters Score -4403075 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -4403412.000000 Penalty: 1026.709229
	Iteration 17Q: 3 clusters Score -4403412 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -4403769.000000 Penalty: 1026.709229
	Iteration 18Q: 3 clusters Score -4403769 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -4404233.000000 Penalty: 1026.709229
	Iteration 19Q: 3 clusters Score -4404233 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -4404738.000000 Penalty: 1026.709229
	Iteration 20F: 3 clusters Score -4404738 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 61919 members 
Entering Unmasked Estep 
Score: -4405332.500000 Penalty: 1026.709229
	Iteration 21Q: 3 clusters Score -4405332 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -4405949.500000 Penalty: 1026.709229
	Iteration 22Q: 3 clusters Score -4405950 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -4406639.500000 Penalty: 1026.709229
	Iteration 23Q: 3 clusters Score -4406640 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -4407425.000000 Penalty: 1026.709229
	Iteration 24Q: 3 clusters Score -4407425 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -4408273.500000 Penalty: 1026.709229
	Iteration 25Q: 3 clusters Score -4408274 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -4409217.000000 Penalty: 1026.709229
	Iteration 26Q: 3 clusters Score -4409217 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -4410109.000000 Penalty: 1026.709229
	Iteration 27Q: 3 clusters Score -4410109 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -4411118.500000 Penalty: 1026.709229
	Iteration 28Q: 3 clusters Score -4411118 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -4412048.500000 Penalty: 1026.709229
	Iteration 29Q: 3 clusters Score -4412048 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -4412921.500000 Penalty: 1026.709229
	Iteration 30Q: 3 clusters Score -4412922 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -4413701.000000 Penalty: 1026.709229
	Iteration 31Q: 3 clusters Score -4413701 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -4414333.500000 Penalty: 1026.709229
	Iteration 32Q: 3 clusters Score -4414334 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -4414745.500000 Penalty: 1026.709229
	Iteration 33Q: 3 clusters Score -4414746 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 78522 members 
Entering Unmasked Estep 
Score: -4415073.000000 Penalty: 1026.709229
	Iteration 34Q: 3 clusters Score -4415073 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -4415247.500000 Penalty: 1026.709229
	Iteration 35Q: 3 clusters Score -4415248 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -4415349.500000 Penalty: 1026.709229
	Iteration 36Q: 3 clusters Score -4415350 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -4415417.000000 Penalty: 1026.709229
	Iteration 37Q: 3 clusters Score -4415417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 79143 members 
Entering Unmasked Estep 
Score: -4415457.000000 Penalty: 1026.709229
	Iteration 38Q: 3 clusters Score -4415457 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -4415488.000000 Penalty: 1026.709229
	Iteration 39Q: 3 clusters Score -4415488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -4415512.000000 Penalty: 1026.709229
	Iteration 40F: 3 clusters Score -4415512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -4415531.500000 Penalty: 1026.709229
	Iteration 41Q: 3 clusters Score -4415532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -4415550.000000 Penalty: 1026.709229
	Iteration 42Q: 3 clusters Score -4415550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -4415558.500000 Penalty: 1026.709229
	Iteration 43Q: 3 clusters Score -4415558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -4415566.500000 Penalty: 1026.709229
	Iteration 44Q: 3 clusters Score -4415566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -4415571.000000 Penalty: 1026.709229
	Iteration 45Q: 3 clusters Score -4415571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -4415572.500000 Penalty: 1026.709229
	Iteration 46Q: 3 clusters Score -4415572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -4415574.000000 Penalty: 1026.709229
	Iteration 47Q: 3 clusters Score -4415574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -4415575.000000 Penalty: 1026.709229
	Iteration 48Q: 3 clusters Score -4415575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -4415575.000000 Penalty: 1026.709229
	Iteration 49F: 3 clusters Score -4415575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (167080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167080 members 
Entering Unmasked Estep 
Score: -8657673.000000 Penalty: 547.193359
	Iteration 0F: 2 clusters Score -8657673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -8545978.000000 Penalty: 1094.386719
	Iteration 0F: 3 clusters Score -8545978 nChanged 82075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88530 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -8595740.000000 Penalty: 1094.386719
	Iteration 1F: 3 clusters Score -8595740 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91465 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -8597290.000000 Penalty: 1094.386719
	Iteration 2Q: 3 clusters Score -8597290 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 71124 members 
Entering Unmasked Estep 
Score: -8599567.000000 Penalty: 1094.386719
	Iteration 3Q: 3 clusters Score -8599567 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -8603703.000000 Penalty: 1094.386719
	Iteration 4Q: 3 clusters Score -8603703 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112748 members 
Mstep: Class 2 contains 54332 members 
Entering Unmasked Estep 
Score: -8610802.000000 Penalty: 1094.386719
	Iteration 5F: 3 clusters Score -8610802 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125322 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -8621718.000000 Penalty: 1094.386719
	Iteration 6F: 3 clusters Score -8621718 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138489 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -8633919.000000 Penalty: 1094.386719
	Iteration 7F: 3 clusters Score -8633919 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149061 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -8643829.000000 Penalty: 1094.386719
	Iteration 8F: 3 clusters Score -8643829 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156053 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -8650091.000000 Penalty: 1094.386719
	Iteration 9Q: 3 clusters Score -8650091 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160281 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -8653247.000000 Penalty: 1094.386719
	Iteration 10Q: 3 clusters Score -8653247 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162857 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -8654931.000000 Penalty: 1094.386719
	Iteration 11Q: 3 clusters Score -8654931 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164458 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8655858.000000 Penalty: 1094.386719
	Iteration 12Q: 3 clusters Score -8655858 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165419 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8656386.000000 Penalty: 1094.386719
	Iteration 13Q: 3 clusters Score -8656386 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166014 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8656690.000000 Penalty: 1094.386719
	Iteration 14Q: 3 clusters Score -8656690 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166363 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8656883.000000 Penalty: 1094.386719
	Iteration 15Q: 3 clusters Score -8656883 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166575 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8656996.000000 Penalty: 1094.386719
	Iteration 16Q: 3 clusters Score -8656996 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166703 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8657055.000000 Penalty: 1094.386719
	Iteration 17Q: 3 clusters Score -8657055 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166777 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8657090.000000 Penalty: 1094.386719
	Iteration 18Q: 3 clusters Score -8657090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166830 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8657109.000000 Penalty: 1094.386719
	Iteration 19Q: 3 clusters Score -8657109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166860 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8657120.000000 Penalty: 1094.386719
	Iteration 20F: 3 clusters Score -8657120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166880 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8657137.000000 Penalty: 1094.386719
	Iteration 21Q: 3 clusters Score -8657137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8657147.000000 Penalty: 1094.386719
	Iteration 22Q: 3 clusters Score -8657147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166899 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8657165.000000 Penalty: 1094.386719
	Iteration 23Q: 3 clusters Score -8657165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166908 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8657170.000000 Penalty: 1094.386719
	Iteration 24Q: 3 clusters Score -8657170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166913 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8657171.000000 Penalty: 1094.386719
	Iteration 25Q: 3 clusters Score -8657171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8657172.000000 Penalty: 1094.386719
	Iteration 26Q: 3 clusters Score -8657172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166921 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8657178.000000 Penalty: 1094.386719
	Iteration 27Q: 3 clusters Score -8657178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166922 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8657179.000000 Penalty: 1094.386719
	Iteration 28Q: 3 clusters Score -8657179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166922 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8657179.000000 Penalty: 1094.386719
	Iteration 29F: 3 clusters Score -8657179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -104085.703125 Penalty: 344.408234
	Iteration 0F: 2 clusters Score -104085.7 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 959 members 
Entering Unmasked Estep 
Score: -102701.312500 Penalty: 688.816467
	Iteration 0F: 3 clusters Score -102701.3 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -103201.242188 Penalty: 688.816467
	Iteration 1F: 3 clusters Score -103201.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -103262.929688 Penalty: 688.816467
	Iteration 2F: 3 clusters Score -103262.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -103326.109375 Penalty: 688.816467
	Iteration 3F: 3 clusters Score -103326.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -103400.898438 Penalty: 688.816467
	Iteration 4Q: 3 clusters Score -103400.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -103457.070312 Penalty: 688.816467
	Iteration 5Q: 3 clusters Score -103457.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -103509.500000 Penalty: 688.816467
	Iteration 6Q: 3 clusters Score -103509.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -103559.734375 Penalty: 688.816467
	Iteration 7Q: 3 clusters Score -103559.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -103604.343750 Penalty: 688.816467
	Iteration 8Q: 3 clusters Score -103604.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -103644.382812 Penalty: 688.816467
	Iteration 9Q: 3 clusters Score -103644.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -103664.476562 Penalty: 688.816467
	Iteration 10Q: 3 clusters Score -103664.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -103675.718750 Penalty: 688.816467
	Iteration 11Q: 3 clusters Score -103675.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -103690.828125 Penalty: 688.816467
	Iteration 12Q: 3 clusters Score -103690.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -103703.195312 Penalty: 688.816467
	Iteration 13Q: 3 clusters Score -103703.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -103713.773438 Penalty: 688.816467
	Iteration 14Q: 3 clusters Score -103713.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -103726.343750 Penalty: 688.816467
	Iteration 15Q: 3 clusters Score -103726.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -103738.070312 Penalty: 688.816467
	Iteration 16Q: 3 clusters Score -103738.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -103750.375000 Penalty: 688.816467
	Iteration 17Q: 3 clusters Score -103750.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -103761.796875 Penalty: 688.816467
	Iteration 18Q: 3 clusters Score -103761.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -103769.765625 Penalty: 688.816467
	Iteration 19Q: 3 clusters Score -103769.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -103776.289062 Penalty: 688.816467
	Iteration 20F: 3 clusters Score -103776.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -103781.757812 Penalty: 688.816467
	Iteration 21Q: 3 clusters Score -103781.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -103784.671875 Penalty: 688.816467
	Iteration 22Q: 3 clusters Score -103784.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -103786.585938 Penalty: 688.816467
	Iteration 23Q: 3 clusters Score -103786.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -103787.453125 Penalty: 688.816467
	Iteration 24Q: 3 clusters Score -103787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -103787.742188 Penalty: 688.816467
	Iteration 25Q: 3 clusters Score -103787.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -103788.742188 Penalty: 688.816467
	Iteration 26Q: 3 clusters Score -103788.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -103791.007812 Penalty: 688.816467
	Iteration 27Q: 3 clusters Score -103791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -103793.218750 Penalty: 688.816467
	Iteration 28Q: 3 clusters Score -103793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -103794.968750 Penalty: 688.816467
	Iteration 29Q: 3 clusters Score -103795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -103796.484375 Penalty: 688.816467
	Iteration 30Q: 3 clusters Score -103796.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -103798.945312 Penalty: 688.816467
	Iteration 31Q: 3 clusters Score -103798.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -103803.507812 Penalty: 688.816467
	Iteration 32Q: 3 clusters Score -103803.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -103805.257812 Penalty: 688.816467
	Iteration 33Q: 3 clusters Score -103805.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -103806.398438 Penalty: 688.816467
	Iteration 34Q: 3 clusters Score -103806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -103807.031250 Penalty: 688.816467
	Iteration 35Q: 3 clusters Score -103807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -103807.390625 Penalty: 688.816467
	Iteration 36Q: 3 clusters Score -103807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -103807.390625 Penalty: 688.816467
	Iteration 37F: 3 clusters Score -103807.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -19479.810547 Penalty: 277.257416
	Iteration 0F: 2 clusters Score -19479.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19022.753906 Penalty: 554.514832
	Iteration 0F: 3 clusters Score -19022.75 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -19150.033203 Penalty: 554.514832
	Iteration 1F: 3 clusters Score -19150.03 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19229.595703 Penalty: 554.514832
	Iteration 2F: 3 clusters Score -19229.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19288.828125 Penalty: 554.514832
	Iteration 3F: 3 clusters Score -19288.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19326.179688 Penalty: 554.514832
	Iteration 4F: 3 clusters Score -19326.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19350.625000 Penalty: 554.514832
	Iteration 5F: 3 clusters Score -19350.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19370.726562 Penalty: 554.514832
	Iteration 6Q: 3 clusters Score -19370.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19394.117188 Penalty: 554.514832
	Iteration 7Q: 3 clusters Score -19394.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19410.138672 Penalty: 554.514832
	Iteration 8Q: 3 clusters Score -19410.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -19417.806641 Penalty: 554.514832
	Iteration 9Q: 3 clusters Score -19417.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19418.812500 Penalty: 554.514832
	Iteration 10Q: 3 clusters Score -19418.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19419.416016 Penalty: 554.514832
	Iteration 11Q: 3 clusters Score -19419.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19419.416016 Penalty: 554.514832
	Iteration 12F: 3 clusters Score -19419.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -87027.734375 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -87027.73 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 798 members 
Entering Unmasked Estep 
Score: -85785.132812 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -85785.13 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -86175.804688 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -86175.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -86241.804688 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -86241.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -86308.273438 Penalty: 673.623108
	Iteration 3F: 3 clusters Score -86308.27 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -86363.789062 Penalty: 673.623108
	Iteration 4F: 3 clusters Score -86363.79 nChanged 76
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: -86419.625000 Penalty: 673.623108
	Iteration 5Q: 3 clusters Score -86419.62 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86486.671875 Penalty: 673.623108
	Iteration 6F: 3 clusters Score -86486.67 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -86553.914062 Penalty: 673.623108
	Iteration 7Q: 3 clusters Score -86553.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -86623.117188 Penalty: 673.623108
	Iteration 8Q: 3 clusters Score -86623.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -86685.210938 Penalty: 673.623108
	Iteration 9Q: 3 clusters Score -86685.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -86728.921875 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -86728.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -86744.554688 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -86744.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -86750.445312 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -86750.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -86753.210938 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -86753.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -86755.929688 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -86755.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -86756.523438 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -86756.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -86757.046875 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -86757.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -86757.382812 Penalty: 673.623108
	Iteration 17Q: 3 clusters Score -86757.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -86757.382812 Penalty: 673.623108
	Iteration 18F: 3 clusters Score -86757.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Entering Unmasked Estep 
Score: -1674133.625000 Penalty: 469.498077
	Iteration 0F: 2 clusters Score -1674134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -1653973.625000 Penalty: 938.996155
	Iteration 0F: 3 clusters Score -1653974 nChanged 14514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1662552.500000 Penalty: 938.996155
	Iteration 1F: 3 clusters Score -1662552 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1662786.375000 Penalty: 938.996155
	Iteration 2Q: 3 clusters Score -1662786 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1663003.750000 Penalty: 938.996155
	Iteration 3Q: 3 clusters Score -1663004 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -1663260.000000 Penalty: 938.996155
	Iteration 4Q: 3 clusters Score -1663260 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1663625.000000 Penalty: 938.996155
	Iteration 5Q: 3 clusters Score -1663625 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1664160.500000 Penalty: 938.996155
	Iteration 6Q: 3 clusters Score -1664160 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -1665101.750000 Penalty: 938.996155
	Iteration 7F: 3 clusters Score -1665102 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -1666652.000000 Penalty: 938.996155
	Iteration 8F: 3 clusters Score -1666652 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -1668745.875000 Penalty: 938.996155
	Iteration 9F: 3 clusters Score -1668746 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -1670812.375000 Penalty: 938.996155
	Iteration 10F: 3 clusters Score -1670812 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -1672251.500000 Penalty: 938.996155
	Iteration 11F: 3 clusters Score -1672252 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -1673020.250000 Penalty: 938.996155
	Iteration 12Q: 3 clusters Score -1673020 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -1673376.125000 Penalty: 938.996155
	Iteration 13Q: 3 clusters Score -1673376 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -1673537.875000 Penalty: 938.996155
	Iteration 14Q: 3 clusters Score -1673538 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -1673629.500000 Penalty: 938.996155
	Iteration 15Q: 3 clusters Score -1673630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -1673674.125000 Penalty: 938.996155
	Iteration 16Q: 3 clusters Score -1673674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -1673692.125000 Penalty: 938.996155
	Iteration 17Q: 3 clusters Score -1673692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -1673714.375000 Penalty: 938.996155
	Iteration 18Q: 3 clusters Score -1673714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -1673729.125000 Penalty: 938.996155
	Iteration 19Q: 3 clusters Score -1673729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -1673730.750000 Penalty: 938.996155
	Iteration 20F: 3 clusters Score -1673731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -1673732.875000 Penalty: 938.996155
	Iteration 21Q: 3 clusters Score -1673733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -1673736.000000 Penalty: 938.996155
	Iteration 22Q: 3 clusters Score -1673736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -1673739.500000 Penalty: 938.996155
	Iteration 23Q: 3 clusters Score -1673740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -1673741.125000 Penalty: 938.996155
	Iteration 24Q: 3 clusters Score -1673741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -1673746.125000 Penalty: 938.996155
	Iteration 25Q: 3 clusters Score -1673746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -1673750.875000 Penalty: 938.996155
	Iteration 26Q: 3 clusters Score -1673751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -1673754.750000 Penalty: 938.996155
	Iteration 27Q: 3 clusters Score -1673755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -1673754.750000 Penalty: 938.996155
	Iteration 28F: 3 clusters Score -1673755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (86401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Entering Unmasked Estep 
Score: -4780808.000000 Penalty: 517.187317
	Iteration 0F: 2 clusters Score -4780808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -4723203.000000 Penalty: 1034.374634
	Iteration 0F: 3 clusters Score -4723203 nChanged 42057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -4748344.500000 Penalty: 1034.374634
	Iteration 1F: 3 clusters Score -4748344 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -4749613.500000 Penalty: 1034.374634
	Iteration 2Q: 3 clusters Score -4749614 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4751730.500000 Penalty: 1034.374634
	Iteration 3Q: 3 clusters Score -4751730 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4755186.000000 Penalty: 1034.374634
	Iteration 4F: 3 clusters Score -4755186 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -4759986.000000 Penalty: 1034.374634
	Iteration 5F: 3 clusters Score -4759986 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4764892.000000 Penalty: 1034.374634
	Iteration 6F: 3 clusters Score -4764892 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -4768399.500000 Penalty: 1034.374634
	Iteration 7F: 3 clusters Score -4768400 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4770343.500000 Penalty: 1034.374634
	Iteration 8Q: 3 clusters Score -4770344 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -4771635.000000 Penalty: 1034.374634
	Iteration 9Q: 3 clusters Score -4771635 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4772745.000000 Penalty: 1034.374634
	Iteration 10Q: 3 clusters Score -4772745 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -4773828.000000 Penalty: 1034.374634
	Iteration 11Q: 3 clusters Score -4773828 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4774785.000000 Penalty: 1034.374634
	Iteration 12Q: 3 clusters Score -4774785 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4775598.000000 Penalty: 1034.374634
	Iteration 13Q: 3 clusters Score -4775598 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -4776322.000000 Penalty: 1034.374634
	Iteration 14Q: 3 clusters Score -4776322 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77543 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -4776932.000000 Penalty: 1034.374634
	Iteration 15Q: 3 clusters Score -4776932 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -4777428.500000 Penalty: 1034.374634
	Iteration 16Q: 3 clusters Score -4777428 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -4777907.000000 Penalty: 1034.374634
	Iteration 17Q: 3 clusters Score -4777907 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -4778257.500000 Penalty: 1034.374634
	Iteration 18Q: 3 clusters Score -4778258 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4778541.000000 Penalty: 1034.374634
	Iteration 19Q: 3 clusters Score -4778541 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4778773.500000 Penalty: 1034.374634
	Iteration 20F: 3 clusters Score -4778774 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -4778995.000000 Penalty: 1034.374634
	Iteration 21Q: 3 clusters Score -4778995 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4779173.000000 Penalty: 1034.374634
	Iteration 22Q: 3 clusters Score -4779173 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4779320.500000 Penalty: 1034.374634
	Iteration 23Q: 3 clusters Score -4779320 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4779421.000000 Penalty: 1034.374634
	Iteration 24Q: 3 clusters Score -4779421 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4779535.000000 Penalty: 1034.374634
	Iteration 25Q: 3 clusters Score -4779535 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84061 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4779610.000000 Penalty: 1034.374634
	Iteration 26Q: 3 clusters Score -4779610 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4779674.000000 Penalty: 1034.374634
	Iteration 27Q: 3 clusters Score -4779674 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4779760.000000 Penalty: 1034.374634
	Iteration 28Q: 3 clusters Score -4779760 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4779826.000000 Penalty: 1034.374634
	Iteration 29Q: 3 clusters Score -4779826 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84948 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4779892.000000 Penalty: 1034.374634
	Iteration 30Q: 3 clusters Score -4779892 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85084 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4779942.500000 Penalty: 1034.374634
	Iteration 31Q: 3 clusters Score -4779942 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4780011.500000 Penalty: 1034.374634
	Iteration 32Q: 3 clusters Score -4780012 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85357 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4780056.000000 Penalty: 1034.374634
	Iteration 33Q: 3 clusters Score -4780056 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4780120.000000 Penalty: 1034.374634
	Iteration 34Q: 3 clusters Score -4780120 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4780155.500000 Penalty: 1034.374634
	Iteration 35Q: 3 clusters Score -4780156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4780197.000000 Penalty: 1034.374634
	Iteration 36Q: 3 clusters Score -4780197 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4780213.000000 Penalty: 1034.374634
	Iteration 37Q: 3 clusters Score -4780213 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4780234.000000 Penalty: 1034.374634
	Iteration 38Q: 3 clusters Score -4780234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4780245.000000 Penalty: 1034.374634
	Iteration 39Q: 3 clusters Score -4780245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4780269.500000 Penalty: 1034.374634
	Iteration 40F: 3 clusters Score -4780270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4780289.500000 Penalty: 1034.374634
	Iteration 41Q: 3 clusters Score -4780290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4780296.000000 Penalty: 1034.374634
	Iteration 42Q: 3 clusters Score -4780296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4780299.000000 Penalty: 1034.374634
	Iteration 43Q: 3 clusters Score -4780299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85969 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4780305.000000 Penalty: 1034.374634
	Iteration 44Q: 3 clusters Score -4780305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4780311.000000 Penalty: 1034.374634
	Iteration 45Q: 3 clusters Score -4780311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4780320.500000 Penalty: 1034.374634
	Iteration 46Q: 3 clusters Score -4780320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86011 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4780329.000000 Penalty: 1034.374634
	Iteration 47Q: 3 clusters Score -4780329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4780329.000000 Penalty: 1034.374634
	Iteration 48Q: 3 clusters Score -4780329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86030 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4780335.500000 Penalty: 1034.374634
	Iteration 49Q: 3 clusters Score -4780336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86040 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4780337.500000 Penalty: 1034.374634
	Iteration 50Q: 3 clusters Score -4780338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4780345.000000 Penalty: 1034.374634
	Iteration 51Q: 3 clusters Score -4780345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86061 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4780353.500000 Penalty: 1034.374634
	Iteration 52Q: 3 clusters Score -4780354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86070 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4780354.500000 Penalty: 1034.374634
	Iteration 53Q: 3 clusters Score -4780354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4780360.500000 Penalty: 1034.374634
	Iteration 54Q: 3 clusters Score -4780360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4780363.000000 Penalty: 1034.374634
	Iteration 55Q: 3 clusters Score -4780363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4780360.500000 Penalty: 1034.374634
	Iteration 56Q: 3 clusters Score -4780360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4780360.000000 Penalty: 1034.374634
	Iteration 57Q: 3 clusters Score -4780360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4780366.000000 Penalty: 1034.374634
	Iteration 58Q: 3 clusters Score -4780366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4780364.000000 Penalty: 1034.374634
	Iteration 59Q: 3 clusters Score -4780364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4780364.000000 Penalty: 1034.374634
	Iteration 60F: 3 clusters Score -4780364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Entering Unmasked Estep 
Score: -1332476.375000 Penalty: 461.814148
	Iteration 0F: 2 clusters Score -1332476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1315370.375000 Penalty: 923.628296
	Iteration 0F: 3 clusters Score -1315370 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1323019.125000 Penalty: 923.628296
	Iteration 1F: 3 clusters Score -1323019 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1323865.625000 Penalty: 923.628296
	Iteration 2F: 3 clusters Score -1323866 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1325092.375000 Penalty: 923.628296
	Iteration 3F: 3 clusters Score -1325092 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1326493.000000 Penalty: 923.628296
	Iteration 4F: 3 clusters Score -1326493 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1327385.500000 Penalty: 923.628296
	Iteration 5F: 3 clusters Score -1327386 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1327736.500000 Penalty: 923.628296
	Iteration 6Q: 3 clusters Score -1327736 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1327870.125000 Penalty: 923.628296
	Iteration 7Q: 3 clusters Score -1327870 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1327972.625000 Penalty: 923.628296
	Iteration 8Q: 3 clusters Score -1327973 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1328087.625000 Penalty: 923.628296
	Iteration 9Q: 3 clusters Score -1328088 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1328227.625000 Penalty: 923.628296
	Iteration 10Q: 3 clusters Score -1328228 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1328342.000000 Penalty: 923.628296
	Iteration 11Q: 3 clusters Score -1328342 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1328462.750000 Penalty: 923.628296
	Iteration 12Q: 3 clusters Score -1328463 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1328602.125000 Penalty: 923.628296
	Iteration 13Q: 3 clusters Score -1328602 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1328746.500000 Penalty: 923.628296
	Iteration 14Q: 3 clusters Score -1328746 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1328930.000000 Penalty: 923.628296
	Iteration 15Q: 3 clusters Score -1328930 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1329141.625000 Penalty: 923.628296
	Iteration 16Q: 3 clusters Score -1329142 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1329353.250000 Penalty: 923.628296
	Iteration 17Q: 3 clusters Score -1329353 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1329557.500000 Penalty: 923.628296
	Iteration 18Q: 3 clusters Score -1329558 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1329750.000000 Penalty: 923.628296
	Iteration 19Q: 3 clusters Score -1329750 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1329921.000000 Penalty: 923.628296
	Iteration 20F: 3 clusters Score -1329921 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1330099.000000 Penalty: 923.628296
	Iteration 21Q: 3 clusters Score -1330099 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1330267.875000 Penalty: 923.628296
	Iteration 22Q: 3 clusters Score -1330268 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1330412.875000 Penalty: 923.628296
	Iteration 23Q: 3 clusters Score -1330413 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1330532.000000 Penalty: 923.628296
	Iteration 24Q: 3 clusters Score -1330532 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1330623.875000 Penalty: 923.628296
	Iteration 25Q: 3 clusters Score -1330624 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1330714.625000 Penalty: 923.628296
	Iteration 26Q: 3 clusters Score -1330715 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1330797.750000 Penalty: 923.628296
	Iteration 27Q: 3 clusters Score -1330798 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1330879.125000 Penalty: 923.628296
	Iteration 28Q: 3 clusters Score -1330879 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1330937.750000 Penalty: 923.628296
	Iteration 29Q: 3 clusters Score -1330938 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1331000.500000 Penalty: 923.628296
	Iteration 30Q: 3 clusters Score -1331000 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1331075.000000 Penalty: 923.628296
	Iteration 31Q: 3 clusters Score -1331075 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1331144.375000 Penalty: 923.628296
	Iteration 32Q: 3 clusters Score -1331144 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1331242.000000 Penalty: 923.628296
	Iteration 33Q: 3 clusters Score -1331242 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1331345.500000 Penalty: 923.628296
	Iteration 34Q: 3 clusters Score -1331346 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1331472.000000 Penalty: 923.628296
	Iteration 35Q: 3 clusters Score -1331472 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1331581.625000 Penalty: 923.628296
	Iteration 36Q: 3 clusters Score -1331582 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1331665.375000 Penalty: 923.628296
	Iteration 37Q: 3 clusters Score -1331665 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1331711.375000 Penalty: 923.628296
	Iteration 38Q: 3 clusters Score -1331711 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1331744.750000 Penalty: 923.628296
	Iteration 39Q: 3 clusters Score -1331745 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1331861.000000 Penalty: 923.628296
	Iteration 40F: 3 clusters Score -1331861 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1331968.500000 Penalty: 923.628296
	Iteration 41Q: 3 clusters Score -1331968 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1332018.625000 Penalty: 923.628296
	Iteration 42Q: 3 clusters Score -1332019 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1332050.500000 Penalty: 923.628296
	Iteration 43Q: 3 clusters Score -1332050 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1332081.875000 Penalty: 923.628296
	Iteration 44Q: 3 clusters Score -1332082 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1332097.750000 Penalty: 923.628296
	Iteration 45Q: 3 clusters Score -1332098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1332112.000000 Penalty: 923.628296
	Iteration 46Q: 3 clusters Score -1332112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1332129.375000 Penalty: 923.628296
	Iteration 47Q: 3 clusters Score -1332129 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1332133.375000 Penalty: 923.628296
	Iteration 48Q: 3 clusters Score -1332133 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1332145.500000 Penalty: 923.628296
	Iteration 49Q: 3 clusters Score -1332146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1332149.500000 Penalty: 923.628296
	Iteration 50Q: 3 clusters Score -1332150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1332157.000000 Penalty: 923.628296
	Iteration 51Q: 3 clusters Score -1332157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1332163.750000 Penalty: 923.628296
	Iteration 52Q: 3 clusters Score -1332164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1332165.125000 Penalty: 923.628296
	Iteration 53Q: 3 clusters Score -1332165 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1332164.000000 Penalty: 923.628296
	Iteration 54Q: 3 clusters Score -1332164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1332168.875000 Penalty: 923.628296
	Iteration 55Q: 3 clusters Score -1332169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1332173.875000 Penalty: 923.628296
	Iteration 56Q: 3 clusters Score -1332174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1332174.500000 Penalty: 923.628296
	Iteration 57Q: 3 clusters Score -1332174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1332178.625000 Penalty: 923.628296
	Iteration 58Q: 3 clusters Score -1332179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1332178.500000 Penalty: 923.628296
	Iteration 59Q: 3 clusters Score -1332178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1332185.000000 Penalty: 923.628296
	Iteration 60F: 3 clusters Score -1332185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1332184.625000 Penalty: 923.628296
	Iteration 61Q: 3 clusters Score -1332185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1332181.500000 Penalty: 923.628296
	Iteration 62Q: 3 clusters Score -1332182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1332184.500000 Penalty: 923.628296
	Iteration 63Q: 3 clusters Score -1332184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1332185.500000 Penalty: 923.628296
	Iteration 64Q: 3 clusters Score -1332186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1332185.375000 Penalty: 923.628296
	Iteration 65Q: 3 clusters Score -1332185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1332187.750000 Penalty: 923.628296
	Iteration 66Q: 3 clusters Score -1332188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1332190.000000 Penalty: 923.628296
	Iteration 67Q: 3 clusters Score -1332190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1332191.250000 Penalty: 923.628296
	Iteration 68Q: 3 clusters Score -1332191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1332194.000000 Penalty: 923.628296
	Iteration 69Q: 3 clusters Score -1332194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1332192.375000 Penalty: 923.628296
	Iteration 70Q: 3 clusters Score -1332192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1332192.625000 Penalty: 923.628296
	Iteration 71Q: 3 clusters Score -1332193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1332193.125000 Penalty: 923.628296
	Iteration 72Q: 3 clusters Score -1332193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1332192.125000 Penalty: 923.628296
	Iteration 73Q: 3 clusters Score -1332192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1332191.125000 Penalty: 923.628296
	Iteration 74Q: 3 clusters Score -1332191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1332188.750000 Penalty: 923.628296
	Iteration 75Q: 3 clusters Score -1332189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1332191.000000 Penalty: 923.628296
	Iteration 76Q: 3 clusters Score -1332191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1332193.250000 Penalty: 923.628296
	Iteration 77Q: 3 clusters Score -1332193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1332194.250000 Penalty: 923.628296
	Iteration 78Q: 3 clusters Score -1332194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1332196.750000 Penalty: 923.628296
	Iteration 79Q: 3 clusters Score -1332197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1332199.250000 Penalty: 923.628296
	Iteration 80F: 3 clusters Score -1332199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1332197.500000 Penalty: 923.628296
	Iteration 81Q: 3 clusters Score -1332198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1332194.875000 Penalty: 923.628296
	Iteration 82Q: 3 clusters Score -1332195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1332194.250000 Penalty: 923.628296
	Iteration 83Q: 3 clusters Score -1332194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1332194.625000 Penalty: 923.628296
	Iteration 84Q: 3 clusters Score -1332195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1332196.875000 Penalty: 923.628296
	Iteration 85Q: 3 clusters Score -1332197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1332197.125000 Penalty: 923.628296
	Iteration 86Q: 3 clusters Score -1332197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1332199.375000 Penalty: 923.628296
	Iteration 87Q: 3 clusters Score -1332199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1332199.875000 Penalty: 923.628296
	Iteration 88Q: 3 clusters Score -1332200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1332202.625000 Penalty: 923.628296
	Iteration 89Q: 3 clusters Score -1332203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1332200.125000 Penalty: 923.628296
	Iteration 90Q: 3 clusters Score -1332200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1332202.000000 Penalty: 923.628296
	Iteration 91Q: 3 clusters Score -1332202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1332202.000000 Penalty: 923.628296
	Iteration 92Q: 3 clusters Score -1332202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1332204.000000 Penalty: 923.628296
	Iteration 93Q: 3 clusters Score -1332204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1332203.000000 Penalty: 923.628296
	Iteration 94Q: 3 clusters Score -1332203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1332203.875000 Penalty: 923.628296
	Iteration 95Q: 3 clusters Score -1332204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1332201.500000 Penalty: 923.628296
	Iteration 96Q: 3 clusters Score -1332202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1332200.500000 Penalty: 923.628296
	Iteration 97Q: 3 clusters Score -1332200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1332200.250000 Penalty: 923.628296
	Iteration 98Q: 3 clusters Score -1332200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1332202.500000 Penalty: 923.628296
	Iteration 99Q: 3 clusters Score -1332202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1332201.875000 Penalty: 923.628296
	Iteration 100F: 3 clusters Score -1332202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1332200.750000 Penalty: 923.628296
	Iteration 101Q: 3 clusters Score -1332201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1332202.875000 Penalty: 923.628296
	Iteration 102Q: 3 clusters Score -1332203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1332202.875000 Penalty: 923.628296
	Iteration 103Q: 3 clusters Score -1332203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1332203.375000 Penalty: 923.628296
	Iteration 104Q: 3 clusters Score -1332203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1332202.875000 Penalty: 923.628296
	Iteration 105Q: 3 clusters Score -1332203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1332202.750000 Penalty: 923.628296
	Iteration 106Q: 3 clusters Score -1332203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1332203.625000 Penalty: 923.628296
	Iteration 107Q: 3 clusters Score -1332204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1332202.750000 Penalty: 923.628296
	Iteration 108Q: 3 clusters Score -1332203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1332202.875000 Penalty: 923.628296
	Iteration 109Q: 3 clusters Score -1332203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1332202.750000 Penalty: 923.628296
	Iteration 110Q: 3 clusters Score -1332203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1332203.000000 Penalty: 923.628296
	Iteration 111Q: 3 clusters Score -1332203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1332203.875000 Penalty: 923.628296
	Iteration 112Q: 3 clusters Score -1332204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1332203.875000 Penalty: 923.628296
	Iteration 113F: 3 clusters Score -1332204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (63510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Entering Unmasked Estep 
Score: -3447313.750000 Penalty: 503.182343
	Iteration 0F: 2 clusters Score -3447314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3404707.750000 Penalty: 1006.364685
	Iteration 0F: 3 clusters Score -3404708 nChanged 30809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3423056.250000 Penalty: 1006.364685
	Iteration 1F: 3 clusters Score -3423056 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -3424162.500000 Penalty: 1006.364685
	Iteration 2Q: 3 clusters Score -3424162 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3426261.000000 Penalty: 1006.364685
	Iteration 3F: 3 clusters Score -3426261 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3429856.250000 Penalty: 1006.364685
	Iteration 4F: 3 clusters Score -3429856 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -3434558.750000 Penalty: 1006.364685
	Iteration 5F: 3 clusters Score -3434559 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3438276.750000 Penalty: 1006.364685
	Iteration 6F: 3 clusters Score -3438277 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -3439891.500000 Penalty: 1006.364685
	Iteration 7Q: 3 clusters Score -3439892 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3440897.250000 Penalty: 1006.364685
	Iteration 8Q: 3 clusters Score -3440897 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3441744.750000 Penalty: 1006.364685
	Iteration 9Q: 3 clusters Score -3441745 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3442517.000000 Penalty: 1006.364685
	Iteration 10Q: 3 clusters Score -3442517 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -3443277.500000 Penalty: 1006.364685
	Iteration 11Q: 3 clusters Score -3443278 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -3443985.750000 Penalty: 1006.364685
	Iteration 12Q: 3 clusters Score -3443986 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -3444509.250000 Penalty: 1006.364685
	Iteration 13Q: 3 clusters Score -3444509 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -3444889.500000 Penalty: 1006.364685
	Iteration 14Q: 3 clusters Score -3444890 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -3445094.500000 Penalty: 1006.364685
	Iteration 15Q: 3 clusters Score -3445094 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -3445215.000000 Penalty: 1006.364685
	Iteration 16Q: 3 clusters Score -3445215 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -3445266.500000 Penalty: 1006.364685
	Iteration 17Q: 3 clusters Score -3445266 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -3445302.500000 Penalty: 1006.364685
	Iteration 18Q: 3 clusters Score -3445302 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -3445330.000000 Penalty: 1006.364685
	Iteration 19Q: 3 clusters Score -3445330 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -3445372.500000 Penalty: 1006.364685
	Iteration 20F: 3 clusters Score -3445372 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -3445399.750000 Penalty: 1006.364685
	Iteration 21Q: 3 clusters Score -3445400 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3445425.500000 Penalty: 1006.364685
	Iteration 22Q: 3 clusters Score -3445426 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -3445440.500000 Penalty: 1006.364685
	Iteration 23Q: 3 clusters Score -3445440 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -3445440.250000 Penalty: 1006.364685
	Iteration 24Q: 3 clusters Score -3445440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -3445441.000000 Penalty: 1006.364685
	Iteration 25Q: 3 clusters Score -3445441 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -3445435.000000 Penalty: 1006.364685
	Iteration 26Q: 3 clusters Score -3445435 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -3445442.500000 Penalty: 1006.364685
	Iteration 27Q: 3 clusters Score -3445442 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -3445450.500000 Penalty: 1006.364685
	Iteration 28Q: 3 clusters Score -3445450 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -3445439.750000 Penalty: 1006.364685
	Iteration 29Q: 3 clusters Score -3445440 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -3445450.000000 Penalty: 1006.364685
	Iteration 30Q: 3 clusters Score -3445450 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -3445454.750000 Penalty: 1006.364685
	Iteration 31Q: 3 clusters Score -3445455 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -3445451.500000 Penalty: 1006.364685
	Iteration 32Q: 3 clusters Score -3445452 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -3445453.500000 Penalty: 1006.364685
	Iteration 33Q: 3 clusters Score -3445454 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -3445480.750000 Penalty: 1006.364685
	Iteration 34Q: 3 clusters Score -3445481 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -3445478.500000 Penalty: 1006.364685
	Iteration 35Q: 3 clusters Score -3445478 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -3445512.500000 Penalty: 1006.364685
	Iteration 36Q: 3 clusters Score -3445512 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -3445524.000000 Penalty: 1006.364685
	Iteration 37Q: 3 clusters Score -3445524 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -3445525.750000 Penalty: 1006.364685
	Iteration 38Q: 3 clusters Score -3445526 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -3445539.250000 Penalty: 1006.364685
	Iteration 39Q: 3 clusters Score -3445539 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -3445538.000000 Penalty: 1006.364685
	Iteration 40F: 3 clusters Score -3445538 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -3445543.750000 Penalty: 1006.364685
	Iteration 41Q: 3 clusters Score -3445544 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -3445545.250000 Penalty: 1006.364685
	Iteration 42Q: 3 clusters Score -3445545 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -3445549.750000 Penalty: 1006.364685
	Iteration 43Q: 3 clusters Score -3445550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -3445554.250000 Penalty: 1006.364685
	Iteration 44Q: 3 clusters Score -3445554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -3445558.750000 Penalty: 1006.364685
	Iteration 45Q: 3 clusters Score -3445559 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3445560.500000 Penalty: 1006.364685
	Iteration 46Q: 3 clusters Score -3445560 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -3445576.000000 Penalty: 1006.364685
	Iteration 47Q: 3 clusters Score -3445576 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -3445585.500000 Penalty: 1006.364685
	Iteration 48Q: 3 clusters Score -3445586 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -3445583.500000 Penalty: 1006.364685
	Iteration 49Q: 3 clusters Score -3445584 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -3445598.750000 Penalty: 1006.364685
	Iteration 50Q: 3 clusters Score -3445599 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3445608 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3445605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -3445609.250000 Penalty: 1006.364685
	Iteration 53Q: 3 clusters Score -3445609 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -3445625.750000 Penalty: 1006.364685
	Iteration 54Q: 3 clusters Score -3445626 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -3445636.500000 Penalty: 1006.364685
	Iteration 55Q: 3 clusters Score -3445636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -3445644.000000 Penalty: 1006.364685
	Iteration 56Q: 3 clusters Score -3445644 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -3445635.750000 Penalty: 1006.364685
	Iteration 57Q: 3 clusters Score -3445636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3445636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -3445641.250000 Penalty: 1006.364685
	Iteration 59Q: 3 clusters Score -3445641 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -3445644.250000 Penalty: 1006.364685
	Iteration 60F: 3 clusters Score -3445644 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3445636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -3445633.750000 Penalty: 1006.364685
	Iteration 62Q: 3 clusters Score -3445634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -3445627.250000 Penalty: 1006.364685
	Iteration 63Q: 3 clusters Score -3445627 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -3445641.500000 Penalty: 1006.364685
	Iteration 64Q: 3 clusters Score -3445642 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -3445651.000000 Penalty: 1006.364685
	Iteration 65Q: 3 clusters Score -3445651 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -3445649.750000 Penalty: 1006.364685
	Iteration 66Q: 3 clusters Score -3445650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -3445651.500000 Penalty: 1006.364685
	Iteration 67Q: 3 clusters Score -3445652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3445654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -3445657.500000 Penalty: 1006.364685
	Iteration 69Q: 3 clusters Score -3445658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3445656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3445655 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3445661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3445671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3445664 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3445671 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3445672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3445673 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3445680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3445674 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -3445682.500000 Penalty: 1006.364685
	Iteration 80F: 3 clusters Score -3445682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3445700 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -3445701.000000 Penalty: 1006.364685
	Iteration 82Q: 3 clusters Score -3445701 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3445729 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -3445732.250000 Penalty: 1006.364685
	Iteration 84Q: 3 clusters Score -3445732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3445726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3445726 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3445727 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -3445745.250000 Penalty: 1006.364685
	Iteration 88Q: 3 clusters Score -3445745 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3445750 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3445765 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3445774 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -3445791.000000 Penalty: 1006.364685
	Iteration 92Q: 3 clusters Score -3445791 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3445804 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3445810 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -3445820.250000 Penalty: 1006.364685
	Iteration 95Q: 3 clusters Score -3445820 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3445844 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3445845 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3445854 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3445856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -3445864.250000 Penalty: 1006.364685
	Iteration 100F: 3 clusters Score -3445864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3445858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3445878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -3445882.250000 Penalty: 1006.364685
	Iteration 103Q: 3 clusters Score -3445882 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3445890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3445888 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3445890 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3445896 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3445898 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -3445905.500000 Penalty: 1006.364685
	Iteration 109Q: 3 clusters Score -3445906 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3445903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -3445912.750000 Penalty: 1006.364685
	Iteration 111Q: 3 clusters Score -3445913 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3445908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3445908 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3445912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -3445914.250000 Penalty: 1006.364685
	Iteration 115Q: 3 clusters Score -3445914 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3445912 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3445926 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -3445923.750000 Penalty: 1006.364685
	Iteration 118Q: 3 clusters Score -3445924 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3445930 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3445929 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -3445928.500000 Penalty: 1006.364685
	Iteration 121Q: 3 clusters Score -3445928 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3445928 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3445930 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3445939 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3445940 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3445938 nChanged 70
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Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3445948 nChanged 76
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Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3445958 nChanged 61
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Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3445951 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3445957 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3445960 nChanged 58
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Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -3445962.750000 Penalty: 1006.364685
	Iteration 132Q: 3 clusters Score -3445963 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3445968 nChanged 48
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Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3445963 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19600 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3445972 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19552 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3445978 nChanged 44
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Mstep: Class 1 contains 19508 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3445979 nChanged 46
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Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3445983 nChanged 47
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3445990 nChanged 51
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Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3445990 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3445989 nChanged 57
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Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3445994 nChanged 47
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Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -3446003.000000 Penalty: 1006.364685
	Iteration 143Q: 3 clusters Score -3446003 nChanged 58
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Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 44417 members 
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	Iteration 145Q: 3 clusters Score -3446009 nChanged 63
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Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 44480 members 
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Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 44535 members 
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	Iteration 147Q: 3 clusters Score -3446003 nChanged 55
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Mstep: Class 2 contains 44590 members 
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	Iteration 148Q: 3 clusters Score -3446010 nChanged 54
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Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 44644 members 
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Mstep: Class 2 contains 44711 members 
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	Iteration 150Q: 3 clusters Score -3446016 nChanged 69
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Mstep: Class 1 contains 18730 members 
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	Iteration 151Q: 3 clusters Score -3446017 nChanged 67
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Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3446031 nChanged 64
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Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3446046 nChanged 68
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	Iteration 155Q: 3 clusters Score -3446050 nChanged 64
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Mstep: Class 2 contains 45234 members 
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Mstep: Class 2 contains 45296 members 
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	Iteration 159Q: 3 clusters Score -3446064 nChanged 56
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Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3446063 nChanged 69
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Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 45421 members 
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	Iteration 161Q: 3 clusters Score -3446057 nChanged 70
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	Iteration 162Q: 3 clusters Score -3446070 nChanged 82
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Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 45573 members 
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	Iteration 163Q: 3 clusters Score -3446072 nChanged 72
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Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 45645 members 
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	Iteration 165Q: 3 clusters Score -3446073 nChanged 58
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Mstep: Class 2 contains 45831 members 
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	Iteration 167Q: 3 clusters Score -3446086 nChanged 80
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Mstep: Class 2 contains 45911 members 
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	Iteration 168Q: 3 clusters Score -3446087 nChanged 70
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	Iteration 169Q: 3 clusters Score -3446086 nChanged 69
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Mstep: Class 2 contains 46392 members 
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	Iteration 178Q: 3 clusters Score -3446100 nChanged 74
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	Iteration 180F: 3 clusters Score -3446112 nChanged 74
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	Iteration 182Q: 3 clusters Score -3446116 nChanged 60
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	Iteration 183Q: 3 clusters Score -3446112 nChanged 54
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	Iteration 186Q: 3 clusters Score -3446124 nChanged 52
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	Iteration 187Q: 3 clusters Score -3446129 nChanged 56
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	Iteration 188Q: 3 clusters Score -3446121 nChanged 65
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	Iteration 189Q: 3 clusters Score -3446111 nChanged 58
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	Iteration 191Q: 3 clusters Score -3446112 nChanged 43
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	Iteration 192Q: 3 clusters Score -3446115 nChanged 54
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	Iteration 193Q: 3 clusters Score -3446117 nChanged 53
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	Iteration 194Q: 3 clusters Score -3446122 nChanged 50
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	Iteration 195Q: 3 clusters Score -3446116 nChanged 39
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	Iteration 196Q: 3 clusters Score -3446121 nChanged 45
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	Iteration 197Q: 3 clusters Score -3446116 nChanged 42
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	Iteration 198Q: 3 clusters Score -3446114 nChanged 39
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	Iteration 199Q: 3 clusters Score -3446116 nChanged 38
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	Iteration 200F: 3 clusters Score -3446120 nChanged 43
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	Iteration 201Q: 3 clusters Score -3446125 nChanged 42
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Mstep: Class 1 contains 15534 members 
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	Iteration 203Q: 3 clusters Score -3446131 nChanged 38
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	Iteration 204Q: 3 clusters Score -3446127 nChanged 37
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	Iteration 205Q: 3 clusters Score -3446128 nChanged 35
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	Iteration 207Q: 3 clusters Score -3446126 nChanged 35
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	Iteration 208Q: 3 clusters Score -3446125 nChanged 40
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	Iteration 209Q: 3 clusters Score -3446133 nChanged 37
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	Iteration 210Q: 3 clusters Score -3446138 nChanged 42
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	Iteration 211Q: 3 clusters Score -3446147 nChanged 42
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	Iteration 213Q: 3 clusters Score -3446150 nChanged 29
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	Iteration 214Q: 3 clusters Score -3446157 nChanged 40
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	Iteration 216Q: 3 clusters Score -3446164 nChanged 37
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	Iteration 217Q: 3 clusters Score -3446155 nChanged 33
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	Iteration 220F: 3 clusters Score -3446157 nChanged 28
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	Iteration 221Q: 3 clusters Score -3446158 nChanged 27
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	Iteration 222Q: 3 clusters Score -3446160 nChanged 25
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	Iteration 226Q: 3 clusters Score -3446166 nChanged 34
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	Iteration 229Q: 3 clusters Score -3446166 nChanged 21
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	Iteration 230Q: 3 clusters Score -3446169 nChanged 20
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	Iteration 232Q: 3 clusters Score -3446162 nChanged 28
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	Iteration 233Q: 3 clusters Score -3446169 nChanged 31
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	Iteration 234Q: 3 clusters Score -3446170 nChanged 35
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	Iteration 235Q: 3 clusters Score -3446175 nChanged 34
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	Iteration 236Q: 3 clusters Score -3446176 nChanged 35
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	Iteration 237Q: 3 clusters Score -3446173 nChanged 53
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Mstep: Class 2 contains 49159 members 
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	Iteration 238Q: 3 clusters Score -3446192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -3446186 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -3446194 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -3446192 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -3446187 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -3446190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -3446184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -3446200 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 49609 members 
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	Iteration 246Q: 3 clusters Score -3446194 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -3446200 nChanged 64
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Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -3446202 nChanged 51
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Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -3446201 nChanged 49
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Mstep: Class 2 contains 49841 members 
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	Iteration 250Q: 3 clusters Score -3446198 nChanged 43
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Mstep: Class 2 contains 49882 members 
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	Iteration 251Q: 3 clusters Score -3446202 nChanged 28
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Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -3446199 nChanged 24
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Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 49932 members 
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	Iteration 253Q: 3 clusters Score -3446199 nChanged 23
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Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 49955 members 
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	Iteration 254Q: 3 clusters Score -3446198 nChanged 23
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Mstep: Class 2 contains 49978 members 
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	Iteration 255Q: 3 clusters Score -3446205 nChanged 21
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Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 49999 members 
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	Iteration 256Q: 3 clusters Score -3446206 nChanged 23
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Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 50022 members 
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	Iteration 257Q: 3 clusters Score -3446207 nChanged 31
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Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 50053 members 
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	Iteration 258Q: 3 clusters Score -3446206 nChanged 36
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Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 50089 members 
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	Iteration 259Q: 3 clusters Score -3446207 nChanged 29
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Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -3446208 nChanged 30
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Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -3446207 nChanged 23
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Mstep: Class 1 contains 13339 members 
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	Iteration 262Q: 3 clusters Score -3446208 nChanged 21
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	Iteration 263Q: 3 clusters Score -3446210 nChanged 17
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	Iteration 264Q: 3 clusters Score -3446212 nChanged 18
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Mstep: Class 1 contains 13283 members 
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	Iteration 265Q: 3 clusters Score -3446218 nChanged 20
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Mstep: Class 1 contains 13263 members 
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	Iteration 266Q: 3 clusters Score -3446218 nChanged 17
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Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 50264 members 
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	Iteration 267Q: 3 clusters Score -3446215 nChanged 16
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Mstep: Class 1 contains 13230 members 
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	Iteration 268Q: 3 clusters Score -3446210 nChanged 13
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	Iteration 269Q: 3 clusters Score -3446210 nChanged 10
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Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 50303 members 
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	Iteration 270Q: 3 clusters Score -3446208 nChanged 9
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Mstep: Class 2 contains 50312 members 
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	Iteration 271Q: 3 clusters Score -3446209 nChanged 6
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	Iteration 272Q: 3 clusters Score -3446207 nChanged 6
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Mstep: Class 2 contains 50324 members 
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	Iteration 273Q: 3 clusters Score -3446210 nChanged 9
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Mstep: Class 2 contains 50333 members 
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	Iteration 274Q: 3 clusters Score -3446207 nChanged 13
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Mstep: Class 2 contains 50346 members 
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	Iteration 275Q: 3 clusters Score -3446206 nChanged 12
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Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -3446211 nChanged 12
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Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -3446213 nChanged 11
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	Iteration 278Q: 3 clusters Score -3446211 nChanged 14
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Mstep: Class 1 contains 13117 members 
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	Iteration 279Q: 3 clusters Score -3446212 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 50412 members 
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	Iteration 280F: 3 clusters Score -3446206 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
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	Iteration 281Q: 3 clusters Score -3446208 nChanged 24
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Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 50453 members 
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	Iteration 282Q: 3 clusters Score -3446211 nChanged 23
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Mstep: Class 1 contains 13034 members 
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	Iteration 283Q: 3 clusters Score -3446212 nChanged 23
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Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -3446214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
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	Iteration 285Q: 3 clusters Score -3446213 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 50545 members 
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	Iteration 286Q: 3 clusters Score -3446217 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -3446216 nChanged 25
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Mstep: Class 1 contains 12913 members 
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	Iteration 288Q: 3 clusters Score -3446216 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
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	Iteration 289Q: 3 clusters Score -3446216 nChanged 13
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Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 50626 members 
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	Iteration 290Q: 3 clusters Score -3446220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 50639 members 
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	Iteration 291Q: 3 clusters Score -3446220 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12856 members 
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	Iteration 292Q: 3 clusters Score -3446221 nChanged 13
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Mstep: Class 1 contains 12843 members 
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	Iteration 293Q: 3 clusters Score -3446221 nChanged 14
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	Iteration 294Q: 3 clusters Score -3446223 nChanged 13
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	Iteration 295Q: 3 clusters Score -3446223 nChanged 8
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	Iteration 296Q: 3 clusters Score -3446225 nChanged 8
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	Iteration 297Q: 3 clusters Score -3446220 nChanged 15
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Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 50723 members 
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	Iteration 298Q: 3 clusters Score -3446221 nChanged 10
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Mstep: Class 1 contains 12777 members 
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	Iteration 299Q: 3 clusters Score -3446221 nChanged 11
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Mstep: Class 1 contains 12766 members 
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	Iteration 300F: 3 clusters Score -3446218 nChanged 10
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Mstep: Class 1 contains 12756 members 
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	Iteration 301Q: 3 clusters Score -3446221 nChanged 10
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	Iteration 302Q: 3 clusters Score -3446224 nChanged 12
Entering Unmasked Mstep 
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	Iteration 303Q: 3 clusters Score -3446220 nChanged 12
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	Iteration 304Q: 3 clusters Score -3446227 nChanged 14
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	Iteration 305Q: 3 clusters Score -3446222 nChanged 10
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	Iteration 306Q: 3 clusters Score -3446224 nChanged 8
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	Iteration 307Q: 3 clusters Score -3446226 nChanged 8
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	Iteration 308Q: 3 clusters Score -3446226 nChanged 6
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	Iteration 309Q: 3 clusters Score -3446228 nChanged 10
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	Iteration 310Q: 3 clusters Score -3446224 nChanged 13
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	Iteration 311Q: 3 clusters Score -3446224 nChanged 11
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	Iteration 312Q: 3 clusters Score -3446225 nChanged 16
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	Iteration 313Q: 3 clusters Score -3446226 nChanged 13
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	Iteration 314Q: 3 clusters Score -3446225 nChanged 14
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	Iteration 315Q: 3 clusters Score -3446225 nChanged 19
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	Iteration 316Q: 3 clusters Score -3446227 nChanged 18
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	Iteration 317Q: 3 clusters Score -3446226 nChanged 12
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	Iteration 318Q: 3 clusters Score -3446222 nChanged 15
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	Iteration 319Q: 3 clusters Score -3446221 nChanged 22
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	Iteration 320F: 3 clusters Score -3446222 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12497 members 
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	Iteration 321Q: 3 clusters Score -3446225 nChanged 29
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	Iteration 322Q: 3 clusters Score -3446236 nChanged 27
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	Iteration 323Q: 3 clusters Score -3446241 nChanged 26
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	Iteration 324Q: 3 clusters Score -3446240 nChanged 26
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	Iteration 325Q: 3 clusters Score -3446236 nChanged 25
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	Iteration 326Q: 3 clusters Score -3446227 nChanged 21
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	Iteration 327Q: 3 clusters Score -3446225 nChanged 17
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	Iteration 328Q: 3 clusters Score -3446233 nChanged 27
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	Iteration 329Q: 3 clusters Score -3446238 nChanged 27
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	Iteration 330Q: 3 clusters Score -3446238 nChanged 37
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	Iteration 331Q: 3 clusters Score -3446229 nChanged 37
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Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -3446232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -3446234 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -3446237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -3446236 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -3446248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -3446246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -3446246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -3446250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -3446251.250000 Penalty: 1006.364685
	Iteration 340F: 3 clusters Score -3446251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -3446249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -3446249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -3446258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -3446261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -3446262.000000 Penalty: 1006.364685
	Iteration 345Q: 3 clusters Score -3446262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -3446257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -3446259.250000 Penalty: 1006.364685
	Iteration 347Q: 3 clusters Score -3446259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -3446262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -3446264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -3446268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -3446279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -3446288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -3446284.250000 Penalty: 1006.364685
	Iteration 353Q: 3 clusters Score -3446284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -3446280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -3446286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -3446286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -3446292.750000 Penalty: 1006.364685
	Iteration 357Q: 3 clusters Score -3446293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -3446300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -3446299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -3446310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -3446306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -3446304 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -3446314 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -3446316.500000 Penalty: 1006.364685
	Iteration 364Q: 3 clusters Score -3446316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -3446324.250000 Penalty: 1006.364685
	Iteration 365Q: 3 clusters Score -3446324 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -3446327.250000 Penalty: 1006.364685
	Iteration 366Q: 3 clusters Score -3446327 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -3446321.250000 Penalty: 1006.364685
	Iteration 367Q: 3 clusters Score -3446321 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -3446324.750000 Penalty: 1006.364685
	Iteration 368Q: 3 clusters Score -3446325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -3446340.000000 Penalty: 1006.364685
	Iteration 369Q: 3 clusters Score -3446340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -3446343.000000 Penalty: 1006.364685
	Iteration 370Q: 3 clusters Score -3446343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -3446341.500000 Penalty: 1006.364685
	Iteration 371Q: 3 clusters Score -3446342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -3446344.750000 Penalty: 1006.364685
	Iteration 372Q: 3 clusters Score -3446345 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -3446351.500000 Penalty: 1006.364685
	Iteration 373Q: 3 clusters Score -3446352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -3446366.000000 Penalty: 1006.364685
	Iteration 374Q: 3 clusters Score -3446366 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -3446372.000000 Penalty: 1006.364685
	Iteration 375Q: 3 clusters Score -3446372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -3446379.750000 Penalty: 1006.364685
	Iteration 376Q: 3 clusters Score -3446380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -3446370.000000 Penalty: 1006.364685
	Iteration 377Q: 3 clusters Score -3446370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -3446375.250000 Penalty: 1006.364685
	Iteration 378Q: 3 clusters Score -3446375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -3446386.000000 Penalty: 1006.364685
	Iteration 379Q: 3 clusters Score -3446386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -3446388.250000 Penalty: 1006.364685
	Iteration 380F: 3 clusters Score -3446388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -3446381.250000 Penalty: 1006.364685
	Iteration 381Q: 3 clusters Score -3446381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -3446389.750000 Penalty: 1006.364685
	Iteration 382Q: 3 clusters Score -3446390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -3446378.500000 Penalty: 1006.364685
	Iteration 383Q: 3 clusters Score -3446378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -3446375.750000 Penalty: 1006.364685
	Iteration 384Q: 3 clusters Score -3446376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 54087 members 
Entering Unmasked Estep 
Score: -3446371.500000 Penalty: 1006.364685
	Iteration 385Q: 3 clusters Score -3446372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -3446373.250000 Penalty: 1006.364685
	Iteration 386Q: 3 clusters Score -3446373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -3446377.000000 Penalty: 1006.364685
	Iteration 387Q: 3 clusters Score -3446377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -3446378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -3446379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -3446383.750000 Penalty: 1006.364685
	Iteration 390Q: 3 clusters Score -3446384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -3446381.750000 Penalty: 1006.364685
	Iteration 391Q: 3 clusters Score -3446382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -3446384.750000 Penalty: 1006.364685
	Iteration 392Q: 3 clusters Score -3446385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -3446385.750000 Penalty: 1006.364685
	Iteration 393Q: 3 clusters Score -3446386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -3446385.750000 Penalty: 1006.364685
	Iteration 394Q: 3 clusters Score -3446386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -3446382.000000 Penalty: 1006.364685
	Iteration 395Q: 3 clusters Score -3446382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -3446383.500000 Penalty: 1006.364685
	Iteration 396Q: 3 clusters Score -3446384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -3446382.500000 Penalty: 1006.364685
	Iteration 397Q: 3 clusters Score -3446382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -3446386.250000 Penalty: 1006.364685
	Iteration 398Q: 3 clusters Score -3446386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -3446392.250000 Penalty: 1006.364685
	Iteration 399Q: 3 clusters Score -3446392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -3446391.250000 Penalty: 1006.364685
	Iteration 400F: 3 clusters Score -3446391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -3446392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -3446391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -3446388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -3446382.500000 Penalty: 1006.364685
	Iteration 404Q: 3 clusters Score -3446382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -3446383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -3446382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -3446382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -3446377.250000 Penalty: 1006.364685
	Iteration 408Q: 3 clusters Score -3446377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -3446380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -3446380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -3446381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -3446380 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -3446378 nChanged 0
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Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
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	Iteration 414F: 3 clusters Score -3446378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16000 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -839915.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -829389.6 nChanged 7503
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -834246.4 nChanged 1138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -835112.8 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -836282.6 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -837417.812500 Penalty: 880.911255
	Iteration 4F: 3 clusters Score -837417.8 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -838184.562500 Penalty: 880.911255
	Iteration 5Q: 3 clusters Score -838184.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -838628.875000 Penalty: 880.911255
	Iteration 6Q: 3 clusters Score -838628.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -838858.875000 Penalty: 880.911255
	Iteration 7Q: 3 clusters Score -838858.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -838983.187500 Penalty: 880.911255
	Iteration 8Q: 3 clusters Score -838983.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -839070.687500 Penalty: 880.911255
	Iteration 9Q: 3 clusters Score -839070.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -839140.750000 Penalty: 880.911255
	Iteration 10Q: 3 clusters Score -839140.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -839192.312500 Penalty: 880.911255
	Iteration 11Q: 3 clusters Score -839192.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -839238.875000 Penalty: 880.911255
	Iteration 12Q: 3 clusters Score -839238.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -839288.062500 Penalty: 880.911255
	Iteration 13Q: 3 clusters Score -839288.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -839323.000000 Penalty: 880.911255
	Iteration 14Q: 3 clusters Score -839323 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -839346.687500 Penalty: 880.911255
	Iteration 15Q: 3 clusters Score -839346.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -839365.062500 Penalty: 880.911255
	Iteration 16Q: 3 clusters Score -839365.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -839387.187500 Penalty: 880.911255
	Iteration 17Q: 3 clusters Score -839387.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -839404.125000 Penalty: 880.911255
	Iteration 18Q: 3 clusters Score -839404.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -839418.125000 Penalty: 880.911255
	Iteration 19Q: 3 clusters Score -839418.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -839433.750000 Penalty: 880.911255
	Iteration 20F: 3 clusters Score -839433.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -839447.625000 Penalty: 880.911255
	Iteration 21Q: 3 clusters Score -839447.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -839464.250000 Penalty: 880.911255
	Iteration 22Q: 3 clusters Score -839464.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -839476.812500 Penalty: 880.911255
	Iteration 23Q: 3 clusters Score -839476.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -839486.187500 Penalty: 880.911255
	Iteration 24Q: 3 clusters Score -839486.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -839496.687500 Penalty: 880.911255
	Iteration 25Q: 3 clusters Score -839496.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -839501.812500 Penalty: 880.911255
	Iteration 26Q: 3 clusters Score -839501.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -839506.000000 Penalty: 880.911255
	Iteration 27Q: 3 clusters Score -839506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -839507.125000 Penalty: 880.911255
	Iteration 28Q: 3 clusters Score -839507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -839507.687500 Penalty: 880.911255
	Iteration 29Q: 3 clusters Score -839507.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -839508.437500 Penalty: 880.911255
	Iteration 30Q: 3 clusters Score -839508.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -839510.500000 Penalty: 880.911255
	Iteration 31Q: 3 clusters Score -839510.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -839513.000000 Penalty: 880.911255
	Iteration 32Q: 3 clusters Score -839513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -839515.562500 Penalty: 880.911255
	Iteration 33Q: 3 clusters Score -839515.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -839519.062500 Penalty: 880.911255
	Iteration 34Q: 3 clusters Score -839519.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -839523.875000 Penalty: 880.911255
	Iteration 35Q: 3 clusters Score -839523.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -839525.937500 Penalty: 880.911255
	Iteration 36Q: 3 clusters Score -839525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -839527.312500 Penalty: 880.911255
	Iteration 37Q: 3 clusters Score -839527.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -839529.500000 Penalty: 880.911255
	Iteration 38Q: 3 clusters Score -839529.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -839532.375000 Penalty: 880.911255
	Iteration 39Q: 3 clusters Score -839532.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -839534.875000 Penalty: 880.911255
	Iteration 40F: 3 clusters Score -839534.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -839536.062500 Penalty: 880.911255
	Iteration 41Q: 3 clusters Score -839536.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -839539.375000 Penalty: 880.911255
	Iteration 42Q: 3 clusters Score -839539.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -839543.062500 Penalty: 880.911255
	Iteration 43Q: 3 clusters Score -839543.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -839551.062500 Penalty: 880.911255
	Iteration 44Q: 3 clusters Score -839551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -839551.937500 Penalty: 880.911255
	Iteration 45Q: 3 clusters Score -839551.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -839555.375000 Penalty: 880.911255
	Iteration 46Q: 3 clusters Score -839555.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -839557.437500 Penalty: 880.911255
	Iteration 47Q: 3 clusters Score -839557.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -839559.312500 Penalty: 880.911255
	Iteration 48Q: 3 clusters Score -839559.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -839560.750000 Penalty: 880.911255
	Iteration 49Q: 3 clusters Score -839560.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -839562.250000 Penalty: 880.911255
	Iteration 50Q: 3 clusters Score -839562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -839562.250000 Penalty: 880.911255
	Iteration 51Q: 3 clusters Score -839562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -839563.562500 Penalty: 880.911255
	Iteration 52Q: 3 clusters Score -839563.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -839564.562500 Penalty: 880.911255
	Iteration 53Q: 3 clusters Score -839564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -839565.875000 Penalty: 880.911255
	Iteration 54Q: 3 clusters Score -839565.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -839566.187500 Penalty: 880.911255
	Iteration 55Q: 3 clusters Score -839566.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -839569.125000 Penalty: 880.911255
	Iteration 56Q: 3 clusters Score -839569.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -839570.250000 Penalty: 880.911255
	Iteration 57Q: 3 clusters Score -839570.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -839572.437500 Penalty: 880.911255
	Iteration 58Q: 3 clusters Score -839572.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -839577.812500 Penalty: 880.911255
	Iteration 59Q: 3 clusters Score -839577.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -839586.625000 Penalty: 880.911255
	Iteration 60F: 3 clusters Score -839586.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -839591.750000 Penalty: 880.911255
	Iteration 61Q: 3 clusters Score -839591.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -839593.687500 Penalty: 880.911255
	Iteration 62Q: 3 clusters Score -839593.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -839596.437500 Penalty: 880.911255
	Iteration 63Q: 3 clusters Score -839596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -839597.000000 Penalty: 880.911255
	Iteration 64Q: 3 clusters Score -839597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -839597.750000 Penalty: 880.911255
	Iteration 65Q: 3 clusters Score -839597.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -839598.312500 Penalty: 880.911255
	Iteration 66Q: 3 clusters Score -839598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -839598.625000 Penalty: 880.911255
	Iteration 67Q: 3 clusters Score -839598.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -839599.625000 Penalty: 880.911255
	Iteration 68Q: 3 clusters Score -839599.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -839600.437500 Penalty: 880.911255
	Iteration 69Q: 3 clusters Score -839600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -839600.437500 Penalty: 880.911255
	Iteration 70F: 3 clusters Score -839600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (85618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Entering Unmasked Estep 
Score: -4518033.500000 Penalty: 516.773132
	Iteration 0F: 2 clusters Score -4518034 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 42852 members 
Entering Unmasked Estep 
Score: -4460584.000000 Penalty: 1033.546265
	Iteration 0F: 3 clusters Score -4460584 nChanged 41835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -4485760.000000 Penalty: 1033.546265
	Iteration 1F: 3 clusters Score -4485760 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -4486672.000000 Penalty: 1033.546265
	Iteration 2Q: 3 clusters Score -4486672 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -4487996.000000 Penalty: 1033.546265
	Iteration 3Q: 3 clusters Score -4487996 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -4490318.500000 Penalty: 1033.546265
	Iteration 4F: 3 clusters Score -4490318 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -4494467.000000 Penalty: 1033.546265
	Iteration 5F: 3 clusters Score -4494467 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -4500939.500000 Penalty: 1033.546265
	Iteration 6F: 3 clusters Score -4500940 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -4508462.500000 Penalty: 1033.546265
	Iteration 7F: 3 clusters Score -4508462 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -4513633.500000 Penalty: 1033.546265
	Iteration 8F: 3 clusters Score -4513634 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -4516059.500000 Penalty: 1033.546265
	Iteration 9Q: 3 clusters Score -4516060 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -4517030.500000 Penalty: 1033.546265
	Iteration 10Q: 3 clusters Score -4517030 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -4517374.500000 Penalty: 1033.546265
	Iteration 11Q: 3 clusters Score -4517374 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 85269 members 
Entering Unmasked Estep 
Score: -4517538.500000 Penalty: 1033.546265
	Iteration 12Q: 3 clusters Score -4517538 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -4517648.500000 Penalty: 1033.546265
	Iteration 13Q: 3 clusters Score -4517648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 85256 members 
Entering Unmasked Estep 
Score: -4517691.500000 Penalty: 1033.546265
	Iteration 14Q: 3 clusters Score -4517692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -4517735.000000 Penalty: 1033.546265
	Iteration 15Q: 3 clusters Score -4517735 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -4517774.500000 Penalty: 1033.546265
	Iteration 16Q: 3 clusters Score -4517774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 85216 members 
Entering Unmasked Estep 
Score: -4517815.500000 Penalty: 1033.546265
	Iteration 17Q: 3 clusters Score -4517816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -4517830.000000 Penalty: 1033.546265
	Iteration 18Q: 3 clusters Score -4517830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 85203 members 
Entering Unmasked Estep 
Score: -4517844.500000 Penalty: 1033.546265
	Iteration 19Q: 3 clusters Score -4517844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -4517866.500000 Penalty: 1033.546265
	Iteration 20F: 3 clusters Score -4517866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -4517894.000000 Penalty: 1033.546265
	Iteration 21Q: 3 clusters Score -4517894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -4517923.000000 Penalty: 1033.546265
	Iteration 22Q: 3 clusters Score -4517923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 85159 members 
Entering Unmasked Estep 
Score: -4517952.500000 Penalty: 1033.546265
	Iteration 23Q: 3 clusters Score -4517952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 85149 members 
Entering Unmasked Estep 
Score: -4517973.500000 Penalty: 1033.546265
	Iteration 24Q: 3 clusters Score -4517974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -4517998.000000 Penalty: 1033.546265
	Iteration 25Q: 3 clusters Score -4517998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -4518008.500000 Penalty: 1033.546265
	Iteration 26Q: 3 clusters Score -4518008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -4518023.000000 Penalty: 1033.546265
	Iteration 27Q: 3 clusters Score -4518023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -4518022.500000 Penalty: 1033.546265
	Iteration 28Q: 3 clusters Score -4518022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -4518025.500000 Penalty: 1033.546265
	Iteration 29Q: 3 clusters Score -4518026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -4518025.500000 Penalty: 1033.546265
	Iteration 30Q: 3 clusters Score -4518026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -4518024.500000 Penalty: 1033.546265
	Iteration 31Q: 3 clusters Score -4518024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -4518026.500000 Penalty: 1033.546265
	Iteration 32Q: 3 clusters Score -4518026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 85118 members 
Entering Unmasked Estep 
Score: -4518028.500000 Penalty: 1033.546265
	Iteration 33Q: 3 clusters Score -4518028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -4518031.500000 Penalty: 1033.546265
	Iteration 34Q: 3 clusters Score -4518032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -4518032.500000 Penalty: 1033.546265
	Iteration 35Q: 3 clusters Score -4518032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -4518031.500000 Penalty: 1033.546265
	Iteration 36Q: 3 clusters Score -4518032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -4518029.500000 Penalty: 1033.546265
	Iteration 37Q: 3 clusters Score -4518030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -4518036.000000 Penalty: 1033.546265
	Iteration 38Q: 3 clusters Score -4518036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -4518039.500000 Penalty: 1033.546265
	Iteration 39Q: 3 clusters Score -4518040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -4518039.500000 Penalty: 1033.546265
	Iteration 40F: 3 clusters Score -4518040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -4518039.500000 Penalty: 1033.546265
	Iteration 41Q: 3 clusters Score -4518040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -4518040.500000 Penalty: 1033.546265
	Iteration 42Q: 3 clusters Score -4518040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -4518039.500000 Penalty: 1033.546265
	Iteration 43Q: 3 clusters Score -4518040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -4518044.500000 Penalty: 1033.546265
	Iteration 44Q: 3 clusters Score -4518044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -4518042.000000 Penalty: 1033.546265
	Iteration 45Q: 3 clusters Score -4518042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -4518045.500000 Penalty: 1033.546265
	Iteration 46Q: 3 clusters Score -4518046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -4518042.500000 Penalty: 1033.546265
	Iteration 47Q: 3 clusters Score -4518042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -4518046.000000 Penalty: 1033.546265
	Iteration 48Q: 3 clusters Score -4518046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -4518045.500000 Penalty: 1033.546265
	Iteration 49Q: 3 clusters Score -4518046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -4518048.000000 Penalty: 1033.546265
	Iteration 50Q: 3 clusters Score -4518048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 85033 members 
Entering Unmasked Estep 
Score: -4518049.000000 Penalty: 1033.546265
	Iteration 51Q: 3 clusters Score -4518049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -4518054.500000 Penalty: 1033.546265
	Iteration 52Q: 3 clusters Score -4518054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 85015 members 
Entering Unmasked Estep 
Score: -4518057.000000 Penalty: 1033.546265
	Iteration 53Q: 3 clusters Score -4518057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 85005 members 
Entering Unmasked Estep 
Score: -4518058.000000 Penalty: 1033.546265
	Iteration 54Q: 3 clusters Score -4518058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 85000 members 
Entering Unmasked Estep 
Score: -4518055.500000 Penalty: 1033.546265
	Iteration 55Q: 3 clusters Score -4518056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 84995 members 
Entering Unmasked Estep 
Score: -4518054.500000 Penalty: 1033.546265
	Iteration 56Q: 3 clusters Score -4518054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -4518059.000000 Penalty: 1033.546265
	Iteration 57Q: 3 clusters Score -4518059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -4518058.000000 Penalty: 1033.546265
	Iteration 58Q: 3 clusters Score -4518058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 84988 members 
Entering Unmasked Estep 
Score: -4518056.500000 Penalty: 1033.546265
	Iteration 59Q: 3 clusters Score -4518056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -4518055.500000 Penalty: 1033.546265
	Iteration 60F: 3 clusters Score -4518056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 88332 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 79421 members 
Mstep: Class 6 contains 167080 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 30292 members 
Mstep: Class 11 contains 86401 members 
Mstep: Class 12 contains 25585 members 
Mstep: Class 13 contains 63510 members 
Mstep: Class 14 contains 16000 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 17 contains 14197 members 
Mstep: Class 18 contains 73618 members 
Mstep: Class 19 contains 75164 members 
Mstep: Class 20 contains 116366 members 
Mstep: Class 21 contains 46883 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 39787 members 
Mstep: Class 25 contains 9364 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 23878 members 
Mstep: Class 28 contains 6063 members 
Mstep: Class 29 contains 155400 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2844 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 11466 members 
Mstep: Class 34 contains 98283 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 96681 members 
Mstep: Class 37 contains 88377 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 79851 members 
Mstep: Class 41 contains 4234 members 
Mstep: Class 42 contains 84983 members 
Entering Unmasked Estep 
Score: -87410416.000000 Penalty: 27449.218750
Splitting cluster 15 changes total score from -87410744.000000 to -87410416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -121043.250000 Penalty: 352.180450
	Iteration 0F: 2 clusters Score -121043.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -119393.562500 Penalty: 704.360901
	Iteration 0F: 3 clusters Score -119393.6 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -119925.710938 Penalty: 704.360901
	Iteration 1F: 3 clusters Score -119925.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -120040.515625 Penalty: 704.360901
	Iteration 2F: 3 clusters Score -120040.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -120154.187500 Penalty: 704.360901
	Iteration 3F: 3 clusters Score -120154.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -120262.843750 Penalty: 704.360901
	Iteration 4F: 3 clusters Score -120262.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120377.078125 Penalty: 704.360901
	Iteration 5F: 3 clusters Score -120377.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -120456.640625 Penalty: 704.360901
	Iteration 6Q: 3 clusters Score -120456.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -120522.265625 Penalty: 704.360901
	Iteration 7Q: 3 clusters Score -120522.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -120576.718750 Penalty: 704.360901
	Iteration 8Q: 3 clusters Score -120576.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -120606.359375 Penalty: 704.360901
	Iteration 9Q: 3 clusters Score -120606.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -120635.562500 Penalty: 704.360901
	Iteration 10Q: 3 clusters Score -120635.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -120657.851562 Penalty: 704.360901
	Iteration 11Q: 3 clusters Score -120657.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -120683.945312 Penalty: 704.360901
	Iteration 12Q: 3 clusters Score -120683.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -120695.492188 Penalty: 704.360901
	Iteration 13Q: 3 clusters Score -120695.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -120703.695312 Penalty: 704.360901
	Iteration 14Q: 3 clusters Score -120703.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -120711.648438 Penalty: 704.360901
	Iteration 15Q: 3 clusters Score -120711.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -120717.523438 Penalty: 704.360901
	Iteration 16Q: 3 clusters Score -120717.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -120721.820312 Penalty: 704.360901
	Iteration 17Q: 3 clusters Score -120721.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -120725.796875 Penalty: 704.360901
	Iteration 18Q: 3 clusters Score -120725.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -120734.625000 Penalty: 704.360901
	Iteration 19Q: 3 clusters Score -120734.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -120744.093750 Penalty: 704.360901
	Iteration 20F: 3 clusters Score -120744.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -120753.375000 Penalty: 704.360901
	Iteration 21Q: 3 clusters Score -120753.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -120756.367188 Penalty: 704.360901
	Iteration 22Q: 3 clusters Score -120756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -120759.421875 Penalty: 704.360901
	Iteration 23Q: 3 clusters Score -120759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -120761.335938 Penalty: 704.360901
	Iteration 24Q: 3 clusters Score -120761.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -120768.234375 Penalty: 704.360901
	Iteration 25Q: 3 clusters Score -120768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -120770.164062 Penalty: 704.360901
	Iteration 26Q: 3 clusters Score -120770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -120771.093750 Penalty: 704.360901
	Iteration 27Q: 3 clusters Score -120771.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -120771.773438 Penalty: 704.360901
	Iteration 28Q: 3 clusters Score -120771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -120771.773438 Penalty: 704.360901
	Iteration 29F: 3 clusters Score -120771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Entering Unmasked Estep 
Score: -767692.312500 Penalty: 435.015778
	Iteration 0F: 2 clusters Score -767692.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -758122.750000 Penalty: 870.031555
	Iteration 0F: 3 clusters Score -758122.8 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -762023.375000 Penalty: 870.031555
	Iteration 1F: 3 clusters Score -762023.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -762220.250000 Penalty: 870.031555
	Iteration 2Q: 3 clusters Score -762220.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -762430.875000 Penalty: 870.031555
	Iteration 3Q: 3 clusters Score -762430.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -762721.187500 Penalty: 870.031555
	Iteration 4Q: 3 clusters Score -762721.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -763163.312500 Penalty: 870.031555
	Iteration 5F: 3 clusters Score -763163.3 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -763750.375000 Penalty: 870.031555
	Iteration 6F: 3 clusters Score -763750.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -764263.000000 Penalty: 870.031555
	Iteration 7F: 3 clusters Score -764263 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -764515.937500 Penalty: 870.031555
	Iteration 8Q: 3 clusters Score -764515.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -764620.812500 Penalty: 870.031555
	Iteration 9Q: 3 clusters Score -764620.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -764656.375000 Penalty: 870.031555
	Iteration 10Q: 3 clusters Score -764656.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -764674.562500 Penalty: 870.031555
	Iteration 11Q: 3 clusters Score -764674.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -764687.187500 Penalty: 870.031555
	Iteration 12Q: 3 clusters Score -764687.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -764700.375000 Penalty: 870.031555
	Iteration 13Q: 3 clusters Score -764700.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -764716.250000 Penalty: 870.031555
	Iteration 14Q: 3 clusters Score -764716.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -764738.812500 Penalty: 870.031555
	Iteration 15Q: 3 clusters Score -764738.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -764757.750000 Penalty: 870.031555
	Iteration 16Q: 3 clusters Score -764757.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -764782.437500 Penalty: 870.031555
	Iteration 17Q: 3 clusters Score -764782.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -764805.875000 Penalty: 870.031555
	Iteration 18Q: 3 clusters Score -764805.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -764830.562500 Penalty: 870.031555
	Iteration 19Q: 3 clusters Score -764830.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -764861.750000 Penalty: 870.031555
	Iteration 20F: 3 clusters Score -764861.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -764896.500000 Penalty: 870.031555
	Iteration 21Q: 3 clusters Score -764896.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -764943.562500 Penalty: 870.031555
	Iteration 22Q: 3 clusters Score -764943.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -764997.812500 Penalty: 870.031555
	Iteration 23Q: 3 clusters Score -764997.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -765046.625000 Penalty: 870.031555
	Iteration 24Q: 3 clusters Score -765046.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -765091.250000 Penalty: 870.031555
	Iteration 25Q: 3 clusters Score -765091.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -765142.687500 Penalty: 870.031555
	Iteration 26Q: 3 clusters Score -765142.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -765207.500000 Penalty: 870.031555
	Iteration 27Q: 3 clusters Score -765207.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -765281.750000 Penalty: 870.031555
	Iteration 28Q: 3 clusters Score -765281.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -765378.437500 Penalty: 870.031555
	Iteration 29Q: 3 clusters Score -765378.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -765500.062500 Penalty: 870.031555
	Iteration 30Q: 3 clusters Score -765500.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -765660.000000 Penalty: 870.031555
	Iteration 31Q: 3 clusters Score -765660 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -765830.562500 Penalty: 870.031555
	Iteration 32Q: 3 clusters Score -765830.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -766001.187500 Penalty: 870.031555
	Iteration 33Q: 3 clusters Score -766001.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -766195.750000 Penalty: 870.031555
	Iteration 34Q: 3 clusters Score -766195.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -766386.937500 Penalty: 870.031555
	Iteration 35Q: 3 clusters Score -766386.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -766555.687500 Penalty: 870.031555
	Iteration 36Q: 3 clusters Score -766555.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -766704.812500 Penalty: 870.031555
	Iteration 37Q: 3 clusters Score -766704.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -766838.000000 Penalty: 870.031555
	Iteration 38Q: 3 clusters Score -766838 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -766961.437500 Penalty: 870.031555
	Iteration 39Q: 3 clusters Score -766961.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -767085.187500 Penalty: 870.031555
	Iteration 40F: 3 clusters Score -767085.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -767158.812500 Penalty: 870.031555
	Iteration 41Q: 3 clusters Score -767158.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -767201.812500 Penalty: 870.031555
	Iteration 42Q: 3 clusters Score -767201.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -767241.875000 Penalty: 870.031555
	Iteration 43Q: 3 clusters Score -767241.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -767275.687500 Penalty: 870.031555
	Iteration 44Q: 3 clusters Score -767275.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -767290.937500 Penalty: 870.031555
	Iteration 45Q: 3 clusters Score -767290.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -767301.125000 Penalty: 870.031555
	Iteration 46Q: 3 clusters Score -767301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -767312.937500 Penalty: 870.031555
	Iteration 47Q: 3 clusters Score -767312.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -767317.750000 Penalty: 870.031555
	Iteration 48Q: 3 clusters Score -767317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -767324.375000 Penalty: 870.031555
	Iteration 49Q: 3 clusters Score -767324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -767326.500000 Penalty: 870.031555
	Iteration 50Q: 3 clusters Score -767326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -767326.500000 Penalty: 870.031555
	Iteration 51F: 3 clusters Score -767326.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (73618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73618 members 
Entering Unmasked Estep 
Score: -3967592.250000 Penalty: 509.902344
	Iteration 0F: 2 clusters Score -3967592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -3917971.500000 Penalty: 1019.804688
	Iteration 0F: 3 clusters Score -3917972 nChanged 35868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -3938851.500000 Penalty: 1019.804688
	Iteration 1F: 3 clusters Score -3938852 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -3939164.250000 Penalty: 1019.804688
	Iteration 2Q: 3 clusters Score -3939164 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -3939499.000000 Penalty: 1019.804688
	Iteration 3Q: 3 clusters Score -3939499 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -3939894.500000 Penalty: 1019.804688
	Iteration 4Q: 3 clusters Score -3939894 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -3940385.750000 Penalty: 1019.804688
	Iteration 5Q: 3 clusters Score -3940386 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -3941122.500000 Penalty: 1019.804688
	Iteration 6Q: 3 clusters Score -3941122 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -3942318.000000 Penalty: 1019.804688
	Iteration 7Q: 3 clusters Score -3942318 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3944477.750000 Penalty: 1019.804688
	Iteration 8Q: 3 clusters Score -3944478 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3947999.250000 Penalty: 1019.804688
	Iteration 9F: 3 clusters Score -3947999 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3952268.250000 Penalty: 1019.804688
	Iteration 10F: 3 clusters Score -3952268 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -3955041.500000 Penalty: 1019.804688
	Iteration 11F: 3 clusters Score -3955042 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3956089.250000 Penalty: 1019.804688
	Iteration 12Q: 3 clusters Score -3956089 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3956545.250000 Penalty: 1019.804688
	Iteration 13Q: 3 clusters Score -3956545 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3957003.250000 Penalty: 1019.804688
	Iteration 14Q: 3 clusters Score -3957003 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3957437.750000 Penalty: 1019.804688
	Iteration 15Q: 3 clusters Score -3957438 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3957916.500000 Penalty: 1019.804688
	Iteration 16Q: 3 clusters Score -3957916 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3958447.500000 Penalty: 1019.804688
	Iteration 17Q: 3 clusters Score -3958448 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3958998.250000 Penalty: 1019.804688
	Iteration 18Q: 3 clusters Score -3958998 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3959574.000000 Penalty: 1019.804688
	Iteration 19Q: 3 clusters Score -3959574 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3960179.000000 Penalty: 1019.804688
	Iteration 20F: 3 clusters Score -3960179 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3960804.500000 Penalty: 1019.804688
	Iteration 21Q: 3 clusters Score -3960804 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3961564.250000 Penalty: 1019.804688
	Iteration 22Q: 3 clusters Score -3961564 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3962353.250000 Penalty: 1019.804688
	Iteration 23Q: 3 clusters Score -3962353 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3963154.500000 Penalty: 1019.804688
	Iteration 24Q: 3 clusters Score -3963154 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3963862.750000 Penalty: 1019.804688
	Iteration 25Q: 3 clusters Score -3963863 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3964491.750000 Penalty: 1019.804688
	Iteration 26Q: 3 clusters Score -3964492 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -3965011.250000 Penalty: 1019.804688
	Iteration 27Q: 3 clusters Score -3965011 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70132 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3965449.000000 Penalty: 1019.804688
	Iteration 28Q: 3 clusters Score -3965449 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70681 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3965803.250000 Penalty: 1019.804688
	Iteration 29Q: 3 clusters Score -3965803 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3966113.000000 Penalty: 1019.804688
	Iteration 30Q: 3 clusters Score -3966113 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3966362.750000 Penalty: 1019.804688
	Iteration 31Q: 3 clusters Score -3966363 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3966545.750000 Penalty: 1019.804688
	Iteration 32Q: 3 clusters Score -3966546 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3966674.750000 Penalty: 1019.804688
	Iteration 33Q: 3 clusters Score -3966675 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3966748.500000 Penalty: 1019.804688
	Iteration 34Q: 3 clusters Score -3966748 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3966807.000000 Penalty: 1019.804688
	Iteration 35Q: 3 clusters Score -3966807 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3966873.750000 Penalty: 1019.804688
	Iteration 36Q: 3 clusters Score -3966874 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72699 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3966919.750000 Penalty: 1019.804688
	Iteration 37Q: 3 clusters Score -3966920 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3966983.750000 Penalty: 1019.804688
	Iteration 38Q: 3 clusters Score -3966984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3967029.000000 Penalty: 1019.804688
	Iteration 39Q: 3 clusters Score -3967029 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3967063.250000 Penalty: 1019.804688
	Iteration 40F: 3 clusters Score -3967063 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3967080.500000 Penalty: 1019.804688
	Iteration 41Q: 3 clusters Score -3967080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3967101.250000 Penalty: 1019.804688
	Iteration 42Q: 3 clusters Score -3967101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3967106.750000 Penalty: 1019.804688
	Iteration 43Q: 3 clusters Score -3967107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3967112.500000 Penalty: 1019.804688
	Iteration 44Q: 3 clusters Score -3967112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3967116.250000 Penalty: 1019.804688
	Iteration 45Q: 3 clusters Score -3967116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3967113.500000 Penalty: 1019.804688
	Iteration 46Q: 3 clusters Score -3967114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73168 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3967116.750000 Penalty: 1019.804688
	Iteration 47Q: 3 clusters Score -3967117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3967119.000000 Penalty: 1019.804688
	Iteration 48Q: 3 clusters Score -3967119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3967127.250000 Penalty: 1019.804688
	Iteration 49Q: 3 clusters Score -3967127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3967133.750000 Penalty: 1019.804688
	Iteration 50Q: 3 clusters Score -3967134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73222 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3967139.250000 Penalty: 1019.804688
	Iteration 51Q: 3 clusters Score -3967139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3967142.500000 Penalty: 1019.804688
	Iteration 52Q: 3 clusters Score -3967142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3967143.750000 Penalty: 1019.804688
	Iteration 53Q: 3 clusters Score -3967144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3967147.500000 Penalty: 1019.804688
	Iteration 54Q: 3 clusters Score -3967148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3967152.000000 Penalty: 1019.804688
	Iteration 55Q: 3 clusters Score -3967152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3967151.000000 Penalty: 1019.804688
	Iteration 56Q: 3 clusters Score -3967151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3967155.500000 Penalty: 1019.804688
	Iteration 57Q: 3 clusters Score -3967156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3967158.750000 Penalty: 1019.804688
	Iteration 58Q: 3 clusters Score -3967159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3967158.500000 Penalty: 1019.804688
	Iteration 59Q: 3 clusters Score -3967158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3967162.500000 Penalty: 1019.804688
	Iteration 60F: 3 clusters Score -3967162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3967171.000000 Penalty: 1019.804688
	Iteration 61Q: 3 clusters Score -3967171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73307 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3967173.000000 Penalty: 1019.804688
	Iteration 62Q: 3 clusters Score -3967173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3967185.000000 Penalty: 1019.804688
	Iteration 63Q: 3 clusters Score -3967185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3967188.000000 Penalty: 1019.804688
	Iteration 64Q: 3 clusters Score -3967188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73335 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3967194.750000 Penalty: 1019.804688
	Iteration 65Q: 3 clusters Score -3967195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3967200.000000 Penalty: 1019.804688
	Iteration 66Q: 3 clusters Score -3967200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73349 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3967204.500000 Penalty: 1019.804688
	Iteration 67Q: 3 clusters Score -3967204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3967200.750000 Penalty: 1019.804688
	Iteration 68Q: 3 clusters Score -3967201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3967202.750000 Penalty: 1019.804688
	Iteration 69Q: 3 clusters Score -3967203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3967202.750000 Penalty: 1019.804688
	Iteration 70F: 3 clusters Score -3967203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75164 members 
Entering Unmasked Estep 
Score: -4161610.000000 Penalty: 510.847961
	Iteration 0F: 2 clusters Score -4161610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -4110884.750000 Penalty: 1021.695923
	Iteration 0F: 3 clusters Score -4110885 nChanged 36732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4134033.750000 Penalty: 1021.695923
	Iteration 1F: 3 clusters Score -4134034 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -4135879.750000 Penalty: 1021.695923
	Iteration 2Q: 3 clusters Score -4135880 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -4138947.750000 Penalty: 1021.695923
	Iteration 3F: 3 clusters Score -4138948 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4143775.000000 Penalty: 1021.695923
	Iteration 4F: 3 clusters Score -4143775 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -4149385.750000 Penalty: 1021.695923
	Iteration 5F: 3 clusters Score -4149386 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4154074.500000 Penalty: 1021.695923
	Iteration 6F: 3 clusters Score -4154074 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4157120.750000 Penalty: 1021.695923
	Iteration 7Q: 3 clusters Score -4157121 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4158895.500000 Penalty: 1021.695923
	Iteration 8Q: 3 clusters Score -4158896 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73385 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4159921.750000 Penalty: 1021.695923
	Iteration 9Q: 3 clusters Score -4159922 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74087 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4160478.750000 Penalty: 1021.695923
	Iteration 10Q: 3 clusters Score -4160479 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4160772.250000 Penalty: 1021.695923
	Iteration 11Q: 3 clusters Score -4160772 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4160936.000000 Penalty: 1021.695923
	Iteration 12Q: 3 clusters Score -4160936 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4161036.250000 Penalty: 1021.695923
	Iteration 13Q: 3 clusters Score -4161036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4161068.250000 Penalty: 1021.695923
	Iteration 14Q: 3 clusters Score -4161068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4161090.250000 Penalty: 1021.695923
	Iteration 15Q: 3 clusters Score -4161090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4161115.750000 Penalty: 1021.695923
	Iteration 16Q: 3 clusters Score -4161116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4161133.250000 Penalty: 1021.695923
	Iteration 17Q: 3 clusters Score -4161133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4161141.750000 Penalty: 1021.695923
	Iteration 18Q: 3 clusters Score -4161142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4161149.750000 Penalty: 1021.695923
	Iteration 19Q: 3 clusters Score -4161150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4161156.250000 Penalty: 1021.695923
	Iteration 20F: 3 clusters Score -4161156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4161155.750000 Penalty: 1021.695923
	Iteration 21Q: 3 clusters Score -4161156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4161156.250000 Penalty: 1021.695923
	Iteration 22Q: 3 clusters Score -4161156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4161158.750000 Penalty: 1021.695923
	Iteration 23Q: 3 clusters Score -4161159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4161163.000000 Penalty: 1021.695923
	Iteration 24Q: 3 clusters Score -4161163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4161160.500000 Penalty: 1021.695923
	Iteration 25Q: 3 clusters Score -4161160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75039 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4161168.000000 Penalty: 1021.695923
	Iteration 26Q: 3 clusters Score -4161168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4161169.750000 Penalty: 1021.695923
	Iteration 27Q: 3 clusters Score -4161170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4161172.250000 Penalty: 1021.695923
	Iteration 28Q: 3 clusters Score -4161172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4161174.750000 Penalty: 1021.695923
	Iteration 29Q: 3 clusters Score -4161175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75046 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4161174.750000 Penalty: 1021.695923
	Iteration 30F: 3 clusters Score -4161175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (116366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116366 members 
Entering Unmasked Estep 
Score: -6226217.000000 Penalty: 530.734558
	Iteration 0F: 2 clusters Score -6226217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -6153203.000000 Penalty: 1061.469116
	Iteration 0F: 3 clusters Score -6153203 nChanged 57029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -6187364.000000 Penalty: 1061.469116
	Iteration 1F: 3 clusters Score -6187364 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -6190029.000000 Penalty: 1061.469116
	Iteration 2F: 3 clusters Score -6190029 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -6194834.500000 Penalty: 1061.469116
	Iteration 3F: 3 clusters Score -6194834 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -6201908.500000 Penalty: 1061.469116
	Iteration 4F: 3 clusters Score -6201908 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -6210732.000000 Penalty: 1061.469116
	Iteration 5F: 3 clusters Score -6210732 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 106790 members 
Entering Unmasked Estep 
Score: -6218337.000000 Penalty: 1061.469116
	Iteration 6F: 3 clusters Score -6218337 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 112155 members 
Entering Unmasked Estep 
Score: -6222908.500000 Penalty: 1061.469116
	Iteration 7Q: 3 clusters Score -6222908 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 114517 members 
Entering Unmasked Estep 
Score: -6224690.500000 Penalty: 1061.469116
	Iteration 8Q: 3 clusters Score -6224690 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 115470 members 
Entering Unmasked Estep 
Score: -6225393.000000 Penalty: 1061.469116
	Iteration 9Q: 3 clusters Score -6225393 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 115840 members 
Entering Unmasked Estep 
Score: -6225616.500000 Penalty: 1061.469116
	Iteration 10Q: 3 clusters Score -6225616 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 116002 members 
Entering Unmasked Estep 
Score: -6225718.000000 Penalty: 1061.469116
	Iteration 11Q: 3 clusters Score -6225718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 116081 members 
Entering Unmasked Estep 
Score: -6225774.500000 Penalty: 1061.469116
	Iteration 12Q: 3 clusters Score -6225774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 116110 members 
Entering Unmasked Estep 
Score: -6225800.000000 Penalty: 1061.469116
	Iteration 13Q: 3 clusters Score -6225800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 116135 members 
Entering Unmasked Estep 
Score: -6225809.000000 Penalty: 1061.469116
	Iteration 14Q: 3 clusters Score -6225809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 116149 members 
Entering Unmasked Estep 
Score: -6225824.000000 Penalty: 1061.469116
	Iteration 15Q: 3 clusters Score -6225824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 116159 members 
Entering Unmasked Estep 
Score: -6225831.000000 Penalty: 1061.469116
	Iteration 16Q: 3 clusters Score -6225831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -6225837.500000 Penalty: 1061.469116
	Iteration 17Q: 3 clusters Score -6225838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -6225837.000000 Penalty: 1061.469116
	Iteration 18Q: 3 clusters Score -6225837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -6225844.000000 Penalty: 1061.469116
	Iteration 19Q: 3 clusters Score -6225844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -6225844.000000 Penalty: 1061.469116
	Iteration 20F: 3 clusters Score -6225844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 116159 members 
Entering Unmasked Estep 
Score: -6225848.500000 Penalty: 1061.469116
	Iteration 21Q: 3 clusters Score -6225848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 116162 members 
Entering Unmasked Estep 
Score: -6225854.500000 Penalty: 1061.469116
	Iteration 22Q: 3 clusters Score -6225854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 116164 members 
Entering Unmasked Estep 
Score: -6225861.000000 Penalty: 1061.469116
	Iteration 23Q: 3 clusters Score -6225861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 116166 members 
Entering Unmasked Estep 
Score: -6225871.500000 Penalty: 1061.469116
	Iteration 24Q: 3 clusters Score -6225872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 116171 members 
Entering Unmasked Estep 
Score: -6225868.500000 Penalty: 1061.469116
	Iteration 25Q: 3 clusters Score -6225868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 116170 members 
Entering Unmasked Estep 
Score: -6225867.000000 Penalty: 1061.469116
	Iteration 26Q: 3 clusters Score -6225867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 116170 members 
Entering Unmasked Estep 
Score: -6225867.000000 Penalty: 1061.469116
	Iteration 27F: 3 clusters Score -6225867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Entering Unmasked Estep 
Score: -2356446.000000 Penalty: 489.371155
	Iteration 0F: 2 clusters Score -2356446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2324934.750000 Penalty: 978.742310
	Iteration 0F: 3 clusters Score -2324935 nChanged 22673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2339064.000000 Penalty: 978.742310
	Iteration 1F: 3 clusters Score -2339064 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2340046.000000 Penalty: 978.742310
	Iteration 2Q: 3 clusters Score -2340046 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2341558.250000 Penalty: 978.742310
	Iteration 3F: 3 clusters Score -2341558 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2343833.250000 Penalty: 978.742310
	Iteration 4F: 3 clusters Score -2343833 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2346908.500000 Penalty: 978.742310
	Iteration 5F: 3 clusters Score -2346908 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2350229.500000 Penalty: 978.742310
	Iteration 6F: 3 clusters Score -2350230 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2352443.500000 Penalty: 978.742310
	Iteration 7Q: 3 clusters Score -2352444 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2353554.000000 Penalty: 978.742310
	Iteration 8Q: 3 clusters Score -2353554 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2354291.000000 Penalty: 978.742310
	Iteration 9Q: 3 clusters Score -2354291 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2354794.000000 Penalty: 978.742310
	Iteration 10Q: 3 clusters Score -2354794 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2355177.500000 Penalty: 978.742310
	Iteration 11Q: 3 clusters Score -2355178 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2355444.000000 Penalty: 978.742310
	Iteration 12Q: 3 clusters Score -2355444 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2355611.250000 Penalty: 978.742310
	Iteration 13Q: 3 clusters Score -2355611 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2355768.250000 Penalty: 978.742310
	Iteration 14Q: 3 clusters Score -2355768 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2355836.000000 Penalty: 978.742310
	Iteration 15Q: 3 clusters Score -2355836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2355892.250000 Penalty: 978.742310
	Iteration 16Q: 3 clusters Score -2355892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2355936.250000 Penalty: 978.742310
	Iteration 17Q: 3 clusters Score -2355936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2355977.500000 Penalty: 978.742310
	Iteration 18Q: 3 clusters Score -2355978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2356011.750000 Penalty: 978.742310
	Iteration 19Q: 3 clusters Score -2356012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2356027.750000 Penalty: 978.742310
	Iteration 20F: 3 clusters Score -2356028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2356037.500000 Penalty: 978.742310
	Iteration 21Q: 3 clusters Score -2356038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2356040.250000 Penalty: 978.742310
	Iteration 22Q: 3 clusters Score -2356040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2356046.250000 Penalty: 978.742310
	Iteration 23Q: 3 clusters Score -2356046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2356048.500000 Penalty: 978.742310
	Iteration 24Q: 3 clusters Score -2356048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2356048.750000 Penalty: 978.742310
	Iteration 25Q: 3 clusters Score -2356049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2356049.000000 Penalty: 978.742310
	Iteration 26Q: 3 clusters Score -2356049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2356049.250000 Penalty: 978.742310
	Iteration 27Q: 3 clusters Score -2356049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2356049.000000 Penalty: 978.742310
	Iteration 28Q: 3 clusters Score -2356049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2356048.500000 Penalty: 978.742310
	Iteration 29Q: 3 clusters Score -2356048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2356051.000000 Penalty: 978.742310
	Iteration 30Q: 3 clusters Score -2356051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2356051.000000 Penalty: 978.742310
	Iteration 31F: 3 clusters Score -2356051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Entering Unmasked Estep 
Score: -136142.765625 Penalty: 356.084991
	Iteration 0F: 2 clusters Score -136142.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -134404.562500 Penalty: 712.169983
	Iteration 0F: 3 clusters Score -134404.6 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -134939.531250 Penalty: 712.169983
	Iteration 1F: 3 clusters Score -134939.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -135031.375000 Penalty: 712.169983
	Iteration 2F: 3 clusters Score -135031.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -135122.468750 Penalty: 712.169983
	Iteration 3F: 3 clusters Score -135122.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -135203.796875 Penalty: 712.169983
	Iteration 4F: 3 clusters Score -135203.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -135288.093750 Penalty: 712.169983
	Iteration 5F: 3 clusters Score -135288.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -135383.906250 Penalty: 712.169983
	Iteration 6F: 3 clusters Score -135383.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -135482.453125 Penalty: 712.169983
	Iteration 7F: 3 clusters Score -135482.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -135565.062500 Penalty: 712.169983
	Iteration 8Q: 3 clusters Score -135565.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -135642.343750 Penalty: 712.169983
	Iteration 9Q: 3 clusters Score -135642.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -135703.093750 Penalty: 712.169983
	Iteration 10Q: 3 clusters Score -135703.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -135744.375000 Penalty: 712.169983
	Iteration 11Q: 3 clusters Score -135744.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -135776.765625 Penalty: 712.169983
	Iteration 12Q: 3 clusters Score -135776.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -135794.437500 Penalty: 712.169983
	Iteration 13Q: 3 clusters Score -135794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -135803.406250 Penalty: 712.169983
	Iteration 14Q: 3 clusters Score -135803.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -135808.437500 Penalty: 712.169983
	Iteration 15Q: 3 clusters Score -135808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -135808.468750 Penalty: 712.169983
	Iteration 16Q: 3 clusters Score -135808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -135808.468750 Penalty: 712.169983
	Iteration 17F: 3 clusters Score -135808.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Entering Unmasked Estep 
Score: -279435.718750 Penalty: 388.815338
	Iteration 0F: 2 clusters Score -279435.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -275973.875000 Penalty: 777.630676
	Iteration 0F: 3 clusters Score -275973.9 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -277332.312500 Penalty: 777.630676
	Iteration 1F: 3 clusters Score -277332.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -277499.562500 Penalty: 777.630676
	Iteration 2F: 3 clusters Score -277499.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -277710.187500 Penalty: 777.630676
	Iteration 3F: 3 clusters Score -277710.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -277930.531250 Penalty: 777.630676
	Iteration 4F: 3 clusters Score -277930.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -278138.125000 Penalty: 777.630676
	Iteration 5F: 3 clusters Score -278138.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -278335.125000 Penalty: 777.630676
	Iteration 6F: 3 clusters Score -278335.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -278521.187500 Penalty: 777.630676
	Iteration 7Q: 3 clusters Score -278521.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -278688.906250 Penalty: 777.630676
	Iteration 8Q: 3 clusters Score -278688.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -278802.000000 Penalty: 777.630676
	Iteration 9Q: 3 clusters Score -278802 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -278855.031250 Penalty: 777.630676
	Iteration 10Q: 3 clusters Score -278855 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -278892.281250 Penalty: 777.630676
	Iteration 11Q: 3 clusters Score -278892.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -278916.375000 Penalty: 777.630676
	Iteration 12Q: 3 clusters Score -278916.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -278932.343750 Penalty: 777.630676
	Iteration 13Q: 3 clusters Score -278932.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -278946.687500 Penalty: 777.630676
	Iteration 14Q: 3 clusters Score -278946.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -278962.968750 Penalty: 777.630676
	Iteration 15Q: 3 clusters Score -278963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -278975.375000 Penalty: 777.630676
	Iteration 16Q: 3 clusters Score -278975.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -278987.250000 Penalty: 777.630676
	Iteration 17Q: 3 clusters Score -278987.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -278992.906250 Penalty: 777.630676
	Iteration 18Q: 3 clusters Score -278992.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -278996.968750 Penalty: 777.630676
	Iteration 19Q: 3 clusters Score -278997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -278999.031250 Penalty: 777.630676
	Iteration 20F: 3 clusters Score -278999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -279000.500000 Penalty: 777.630676
	Iteration 21Q: 3 clusters Score -279000.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -279001.812500 Penalty: 777.630676
	Iteration 22Q: 3 clusters Score -279001.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -279003.656250 Penalty: 777.630676
	Iteration 23Q: 3 clusters Score -279003.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -279005.156250 Penalty: 777.630676
	Iteration 24Q: 3 clusters Score -279005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -279005.843750 Penalty: 777.630676
	Iteration 25Q: 3 clusters Score -279005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -279006.375000 Penalty: 777.630676
	Iteration 26Q: 3 clusters Score -279006.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -279008.000000 Penalty: 777.630676
	Iteration 27Q: 3 clusters Score -279008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -279008.812500 Penalty: 777.630676
	Iteration 28Q: 3 clusters Score -279008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -279009.156250 Penalty: 777.630676
	Iteration 29Q: 3 clusters Score -279009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -279008.437500 Penalty: 777.630676
	Iteration 30Q: 3 clusters Score -279008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -279009.156250 Penalty: 777.630676
	Iteration 31Q: 3 clusters Score -279009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -279009.375000 Penalty: 777.630676
	Iteration 32Q: 3 clusters Score -279009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -279010.093750 Penalty: 777.630676
	Iteration 33Q: 3 clusters Score -279010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -279009.875000 Penalty: 777.630676
	Iteration 34Q: 3 clusters Score -279009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -279009.843750 Penalty: 777.630676
	Iteration 35Q: 3 clusters Score -279009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -279009.843750 Penalty: 777.630676
	Iteration 36F: 3 clusters Score -279009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Entering Unmasked Estep 
Score: -2158762.250000 Penalty: 481.903931
	Iteration 0F: 2 clusters Score -2158762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2132221.500000 Penalty: 963.807861
	Iteration 0F: 3 clusters Score -2132222 nChanged 19070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2144027.500000 Penalty: 963.807861
	Iteration 1F: 3 clusters Score -2144028 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2145141.250000 Penalty: 963.807861
	Iteration 2F: 3 clusters Score -2145141 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -2146863.250000 Penalty: 963.807861
	Iteration 3F: 3 clusters Score -2146863 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -2149251.000000 Penalty: 963.807861
	Iteration 4F: 3 clusters Score -2149251 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -2151670.750000 Penalty: 963.807861
	Iteration 5F: 3 clusters Score -2151671 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -2153334.750000 Penalty: 963.807861
	Iteration 6F: 3 clusters Score -2153335 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -2154115.000000 Penalty: 963.807861
	Iteration 7Q: 3 clusters Score -2154115 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -2154564.500000 Penalty: 963.807861
	Iteration 8Q: 3 clusters Score -2154564 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -2154937.750000 Penalty: 963.807861
	Iteration 9Q: 3 clusters Score -2154938 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -2155268.500000 Penalty: 963.807861
	Iteration 10Q: 3 clusters Score -2155268 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -2155569.000000 Penalty: 963.807861
	Iteration 11Q: 3 clusters Score -2155569 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -2155870.250000 Penalty: 963.807861
	Iteration 12Q: 3 clusters Score -2155870 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -2156129.000000 Penalty: 963.807861
	Iteration 13Q: 3 clusters Score -2156129 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -2156357.250000 Penalty: 963.807861
	Iteration 14Q: 3 clusters Score -2156357 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -2156567.750000 Penalty: 963.807861
	Iteration 15Q: 3 clusters Score -2156568 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -2156739.000000 Penalty: 963.807861
	Iteration 16Q: 3 clusters Score -2156739 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -2156874.500000 Penalty: 963.807861
	Iteration 17Q: 3 clusters Score -2156874 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -2156988.750000 Penalty: 963.807861
	Iteration 18Q: 3 clusters Score -2156989 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -2157085.000000 Penalty: 963.807861
	Iteration 19Q: 3 clusters Score -2157085 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -2157180.250000 Penalty: 963.807861
	Iteration 20F: 3 clusters Score -2157180 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -2157264.500000 Penalty: 963.807861
	Iteration 21Q: 3 clusters Score -2157264 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -2157335.750000 Penalty: 963.807861
	Iteration 22Q: 3 clusters Score -2157336 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -2157411.250000 Penalty: 963.807861
	Iteration 23Q: 3 clusters Score -2157411 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -2157454.750000 Penalty: 963.807861
	Iteration 24Q: 3 clusters Score -2157455 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -2157509.750000 Penalty: 963.807861
	Iteration 25Q: 3 clusters Score -2157510 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -2157561.750000 Penalty: 963.807861
	Iteration 26Q: 3 clusters Score -2157562 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -2157605.000000 Penalty: 963.807861
	Iteration 27Q: 3 clusters Score -2157605 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -2157646.250000 Penalty: 963.807861
	Iteration 28Q: 3 clusters Score -2157646 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -2157686.750000 Penalty: 963.807861
	Iteration 29Q: 3 clusters Score -2157687 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -2157725.000000 Penalty: 963.807861
	Iteration 30Q: 3 clusters Score -2157725 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -2157766.000000 Penalty: 963.807861
	Iteration 31Q: 3 clusters Score -2157766 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -2157817.000000 Penalty: 963.807861
	Iteration 32Q: 3 clusters Score -2157817 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -2157847.750000 Penalty: 963.807861
	Iteration 33Q: 3 clusters Score -2157848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -2157880.750000 Penalty: 963.807861
	Iteration 34Q: 3 clusters Score -2157881 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -2157899.000000 Penalty: 963.807861
	Iteration 35Q: 3 clusters Score -2157899 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -2157930.000000 Penalty: 963.807861
	Iteration 36Q: 3 clusters Score -2157930 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -2157960.000000 Penalty: 963.807861
	Iteration 37Q: 3 clusters Score -2157960 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -2157985.250000 Penalty: 963.807861
	Iteration 38Q: 3 clusters Score -2157985 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -2158003.750000 Penalty: 963.807861
	Iteration 39Q: 3 clusters Score -2158004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -2158026.000000 Penalty: 963.807861
	Iteration 40F: 3 clusters Score -2158026 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -2158042.250000 Penalty: 963.807861
	Iteration 41Q: 3 clusters Score -2158042 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -2158059.000000 Penalty: 963.807861
	Iteration 42Q: 3 clusters Score -2158059 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -2158071.250000 Penalty: 963.807861
	Iteration 43Q: 3 clusters Score -2158071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -2158081.250000 Penalty: 963.807861
	Iteration 44Q: 3 clusters Score -2158081 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -2158085.000000 Penalty: 963.807861
	Iteration 45Q: 3 clusters Score -2158085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -2158094.000000 Penalty: 963.807861
	Iteration 46Q: 3 clusters Score -2158094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -2158099.250000 Penalty: 963.807861
	Iteration 47Q: 3 clusters Score -2158099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -2158108.750000 Penalty: 963.807861
	Iteration 48Q: 3 clusters Score -2158109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -2158117.000000 Penalty: 963.807861
	Iteration 49Q: 3 clusters Score -2158117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -2158120.750000 Penalty: 963.807861
	Iteration 50Q: 3 clusters Score -2158121 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -2158127.250000 Penalty: 963.807861
	Iteration 51Q: 3 clusters Score -2158127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -2158140.500000 Penalty: 963.807861
	Iteration 52Q: 3 clusters Score -2158140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -2158152.250000 Penalty: 963.807861
	Iteration 53Q: 3 clusters Score -2158152 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -2158161.250000 Penalty: 963.807861
	Iteration 54Q: 3 clusters Score -2158161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -2158170.750000 Penalty: 963.807861
	Iteration 55Q: 3 clusters Score -2158171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -2158174.750000 Penalty: 963.807861
	Iteration 56Q: 3 clusters Score -2158175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -2158177.500000 Penalty: 963.807861
	Iteration 57Q: 3 clusters Score -2158178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -2158177.750000 Penalty: 963.807861
	Iteration 58Q: 3 clusters Score -2158178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -2158183.000000 Penalty: 963.807861
	Iteration 59Q: 3 clusters Score -2158183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -2158180.500000 Penalty: 963.807861
	Iteration 60F: 3 clusters Score -2158180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -2158180.750000 Penalty: 963.807861
	Iteration 61Q: 3 clusters Score -2158181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -2158184.000000 Penalty: 963.807861
	Iteration 62Q: 3 clusters Score -2158184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -2158190.000000 Penalty: 963.807861
	Iteration 63Q: 3 clusters Score -2158190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -2158190.500000 Penalty: 963.807861
	Iteration 64Q: 3 clusters Score -2158190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -2158197.750000 Penalty: 963.807861
	Iteration 65Q: 3 clusters Score -2158198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -2158201.500000 Penalty: 963.807861
	Iteration 66Q: 3 clusters Score -2158202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -2158210.250000 Penalty: 963.807861
	Iteration 67Q: 3 clusters Score -2158210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -2158218.250000 Penalty: 963.807861
	Iteration 68Q: 3 clusters Score -2158218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -2158232.500000 Penalty: 963.807861
	Iteration 69Q: 3 clusters Score -2158232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -2158242.750000 Penalty: 963.807861
	Iteration 70Q: 3 clusters Score -2158243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -2158246.250000 Penalty: 963.807861
	Iteration 71Q: 3 clusters Score -2158246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -2158254.750000 Penalty: 963.807861
	Iteration 72Q: 3 clusters Score -2158255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -2158269.500000 Penalty: 963.807861
	Iteration 73Q: 3 clusters Score -2158270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -2158278.250000 Penalty: 963.807861
	Iteration 74Q: 3 clusters Score -2158278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -2158289.500000 Penalty: 963.807861
	Iteration 75Q: 3 clusters Score -2158290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -2158301.250000 Penalty: 963.807861
	Iteration 76Q: 3 clusters Score -2158301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -2158307.750000 Penalty: 963.807861
	Iteration 77Q: 3 clusters Score -2158308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -2158317.250000 Penalty: 963.807861
	Iteration 78Q: 3 clusters Score -2158317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -2158322.750000 Penalty: 963.807861
	Iteration 79Q: 3 clusters Score -2158323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -2158327.000000 Penalty: 963.807861
	Iteration 80F: 3 clusters Score -2158327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -2158330.750000 Penalty: 963.807861
	Iteration 81Q: 3 clusters Score -2158331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -2158334.000000 Penalty: 963.807861
	Iteration 82Q: 3 clusters Score -2158334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -2158331.750000 Penalty: 963.807861
	Iteration 83Q: 3 clusters Score -2158332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -2158333.750000 Penalty: 963.807861
	Iteration 84Q: 3 clusters Score -2158334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -2158334.250000 Penalty: 963.807861
	Iteration 85Q: 3 clusters Score -2158334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -2158333.000000 Penalty: 963.807861
	Iteration 86Q: 3 clusters Score -2158333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -2158336.500000 Penalty: 963.807861
	Iteration 87Q: 3 clusters Score -2158336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -2158335.250000 Penalty: 963.807861
	Iteration 88Q: 3 clusters Score -2158335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -2158335.000000 Penalty: 963.807861
	Iteration 89Q: 3 clusters Score -2158335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -2158336.000000 Penalty: 963.807861
	Iteration 90Q: 3 clusters Score -2158336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -2158337.500000 Penalty: 963.807861
	Iteration 91Q: 3 clusters Score -2158338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -2158340.000000 Penalty: 963.807861
	Iteration 92Q: 3 clusters Score -2158340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -2158343.000000 Penalty: 963.807861
	Iteration 93Q: 3 clusters Score -2158343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -2158344.250000 Penalty: 963.807861
	Iteration 94Q: 3 clusters Score -2158344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -2158345.750000 Penalty: 963.807861
	Iteration 95Q: 3 clusters Score -2158346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -2158345.500000 Penalty: 963.807861
	Iteration 96Q: 3 clusters Score -2158346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -2158344.750000 Penalty: 963.807861
	Iteration 97Q: 3 clusters Score -2158345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -2158347.750000 Penalty: 963.807861
	Iteration 98Q: 3 clusters Score -2158348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -2158349.500000 Penalty: 963.807861
	Iteration 99Q: 3 clusters Score -2158350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -2158352.000000 Penalty: 963.807861
	Iteration 100F: 3 clusters Score -2158352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -2158350.500000 Penalty: 963.807861
	Iteration 101Q: 3 clusters Score -2158350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -2158349.500000 Penalty: 963.807861
	Iteration 102Q: 3 clusters Score -2158350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -2158348.500000 Penalty: 963.807861
	Iteration 103Q: 3 clusters Score -2158348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -2158349.000000 Penalty: 963.807861
	Iteration 104Q: 3 clusters Score -2158349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -2158351.000000 Penalty: 963.807861
	Iteration 105Q: 3 clusters Score -2158351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -2158350.250000 Penalty: 963.807861
	Iteration 106Q: 3 clusters Score -2158350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -2158348.250000 Penalty: 963.807861
	Iteration 107Q: 3 clusters Score -2158348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -2158351.750000 Penalty: 963.807861
	Iteration 108Q: 3 clusters Score -2158352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -2158352.000000 Penalty: 963.807861
	Iteration 109Q: 3 clusters Score -2158352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -2158351.750000 Penalty: 963.807861
	Iteration 110Q: 3 clusters Score -2158352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -2158353.000000 Penalty: 963.807861
	Iteration 111Q: 3 clusters Score -2158353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -2158355.250000 Penalty: 963.807861
	Iteration 112Q: 3 clusters Score -2158355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -2158355.750000 Penalty: 963.807861
	Iteration 113Q: 3 clusters Score -2158356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -2158354.750000 Penalty: 963.807861
	Iteration 114Q: 3 clusters Score -2158355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -2158357.750000 Penalty: 963.807861
	Iteration 115Q: 3 clusters Score -2158358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -2158357.250000 Penalty: 963.807861
	Iteration 116Q: 3 clusters Score -2158357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -2158358.250000 Penalty: 963.807861
	Iteration 117Q: 3 clusters Score -2158358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -2158361.750000 Penalty: 963.807861
	Iteration 118Q: 3 clusters Score -2158362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -2158364.000000 Penalty: 963.807861
	Iteration 119Q: 3 clusters Score -2158364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -2158364.750000 Penalty: 963.807861
	Iteration 120F: 3 clusters Score -2158365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -2158363.500000 Penalty: 963.807861
	Iteration 121Q: 3 clusters Score -2158364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -2158365.000000 Penalty: 963.807861
	Iteration 122Q: 3 clusters Score -2158365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -2158365.500000 Penalty: 963.807861
	Iteration 123Q: 3 clusters Score -2158366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -2158365.500000 Penalty: 963.807861
	Iteration 124Q: 3 clusters Score -2158366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -2158367.750000 Penalty: 963.807861
	Iteration 125Q: 3 clusters Score -2158368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -2158369.000000 Penalty: 963.807861
	Iteration 126Q: 3 clusters Score -2158369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -2158370.750000 Penalty: 963.807861
	Iteration 127Q: 3 clusters Score -2158371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -2158369.000000 Penalty: 963.807861
	Iteration 128Q: 3 clusters Score -2158369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -2158369.000000 Penalty: 963.807861
	Iteration 129F: 3 clusters Score -2158369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Entering Unmasked Estep 
Score: -466984.062500 Penalty: 416.080566
	Iteration 0F: 2 clusters Score -466984.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -460728.250000 Penalty: 832.161133
	Iteration 0F: 3 clusters Score -460728.2 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -463224.625000 Penalty: 832.161133
	Iteration 1F: 3 clusters Score -463224.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -463418.375000 Penalty: 832.161133
	Iteration 2F: 3 clusters Score -463418.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -463677.312500 Penalty: 832.161133
	Iteration 3F: 3 clusters Score -463677.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -464081.531250 Penalty: 832.161133
	Iteration 4F: 3 clusters Score -464081.5 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -464615.500000 Penalty: 832.161133
	Iteration 5F: 3 clusters Score -464615.5 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -465262.093750 Penalty: 832.161133
	Iteration 6F: 3 clusters Score -465262.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -465904.312500 Penalty: 832.161133
	Iteration 7F: 3 clusters Score -465904.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -466240.031250 Penalty: 832.161133
	Iteration 8Q: 3 clusters Score -466240 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -466418.593750 Penalty: 832.161133
	Iteration 9Q: 3 clusters Score -466418.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -466508.968750 Penalty: 832.161133
	Iteration 10Q: 3 clusters Score -466509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -466538.312500 Penalty: 832.161133
	Iteration 11Q: 3 clusters Score -466538.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -466563.156250 Penalty: 832.161133
	Iteration 12Q: 3 clusters Score -466563.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -466585.250000 Penalty: 832.161133
	Iteration 13Q: 3 clusters Score -466585.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -466592.500000 Penalty: 832.161133
	Iteration 14Q: 3 clusters Score -466592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -466596.687500 Penalty: 832.161133
	Iteration 15Q: 3 clusters Score -466596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -466598.375000 Penalty: 832.161133
	Iteration 16Q: 3 clusters Score -466598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -466602.062500 Penalty: 832.161133
	Iteration 17Q: 3 clusters Score -466602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -466603.187500 Penalty: 832.161133
	Iteration 18Q: 3 clusters Score -466603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -466605.843750 Penalty: 832.161133
	Iteration 19Q: 3 clusters Score -466605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -466607.468750 Penalty: 832.161133
	Iteration 20F: 3 clusters Score -466607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -466607.656250 Penalty: 832.161133
	Iteration 21Q: 3 clusters Score -466607.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -466607.656250 Penalty: 832.161133
	Iteration 22F: 3 clusters Score -466607.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -133512.375000 Penalty: 356.482880
	Iteration 0F: 2 clusters Score -133512.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -131740.359375 Penalty: 712.965759
	Iteration 0F: 3 clusters Score -131740.4 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -132412.437500 Penalty: 712.965759
	Iteration 1F: 3 clusters Score -132412.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -132546.156250 Penalty: 712.965759
	Iteration 2F: 3 clusters Score -132546.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -132646.140625 Penalty: 712.965759
	Iteration 3F: 3 clusters Score -132646.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -132711.281250 Penalty: 712.965759
	Iteration 4Q: 3 clusters Score -132711.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -132768.703125 Penalty: 712.965759
	Iteration 5Q: 3 clusters Score -132768.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -132821.328125 Penalty: 712.965759
	Iteration 6Q: 3 clusters Score -132821.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -132877.046875 Penalty: 712.965759
	Iteration 7Q: 3 clusters Score -132877 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -132938.796875 Penalty: 712.965759
	Iteration 8Q: 3 clusters Score -132938.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -133008.250000 Penalty: 712.965759
	Iteration 9Q: 3 clusters Score -133008.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -133040.765625 Penalty: 712.965759
	Iteration 10Q: 3 clusters Score -133040.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -133059.218750 Penalty: 712.965759
	Iteration 11Q: 3 clusters Score -133059.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -133076.421875 Penalty: 712.965759
	Iteration 12Q: 3 clusters Score -133076.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -133089.140625 Penalty: 712.965759
	Iteration 13Q: 3 clusters Score -133089.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -133103.359375 Penalty: 712.965759
	Iteration 14Q: 3 clusters Score -133103.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -133115.687500 Penalty: 712.965759
	Iteration 15Q: 3 clusters Score -133115.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -133122.968750 Penalty: 712.965759
	Iteration 16Q: 3 clusters Score -133123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -133127.328125 Penalty: 712.965759
	Iteration 17Q: 3 clusters Score -133127.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -133132.703125 Penalty: 712.965759
	Iteration 18Q: 3 clusters Score -133132.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -133137.046875 Penalty: 712.965759
	Iteration 19Q: 3 clusters Score -133137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -133139.968750 Penalty: 712.965759
	Iteration 20F: 3 clusters Score -133140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -133141.750000 Penalty: 712.965759
	Iteration 21Q: 3 clusters Score -133141.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -133143.843750 Penalty: 712.965759
	Iteration 22Q: 3 clusters Score -133143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -133146.890625 Penalty: 712.965759
	Iteration 23Q: 3 clusters Score -133146.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -133149.265625 Penalty: 712.965759
	Iteration 24Q: 3 clusters Score -133149.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -133150.671875 Penalty: 712.965759
	Iteration 25Q: 3 clusters Score -133150.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -133151.265625 Penalty: 712.965759
	Iteration 26Q: 3 clusters Score -133151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -133151.953125 Penalty: 712.965759
	Iteration 27Q: 3 clusters Score -133152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -133152.343750 Penalty: 712.965759
	Iteration 28Q: 3 clusters Score -133152.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -133152.500000 Penalty: 712.965759
	Iteration 29Q: 3 clusters Score -133152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -133152.890625 Penalty: 712.965759
	Iteration 30Q: 3 clusters Score -133152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -133154.765625 Penalty: 712.965759
	Iteration 31Q: 3 clusters Score -133154.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -133156.562500 Penalty: 712.965759
	Iteration 32Q: 3 clusters Score -133156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133158.343750 Penalty: 712.965759
	Iteration 33Q: 3 clusters Score -133158.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133160.265625 Penalty: 712.965759
	Iteration 34Q: 3 clusters Score -133160.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -133162.812500 Penalty: 712.965759
	Iteration 35Q: 3 clusters Score -133162.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -133164.671875 Penalty: 712.965759
	Iteration 36Q: 3 clusters Score -133164.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -133167.781250 Penalty: 712.965759
	Iteration 37Q: 3 clusters Score -133167.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -133168.937500 Penalty: 712.965759
	Iteration 38Q: 3 clusters Score -133168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -133170.250000 Penalty: 712.965759
	Iteration 39Q: 3 clusters Score -133170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -133171.062500 Penalty: 712.965759
	Iteration 40F: 3 clusters Score -133171.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -133172.703125 Penalty: 712.965759
	Iteration 41Q: 3 clusters Score -133172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -133173.859375 Penalty: 712.965759
	Iteration 42Q: 3 clusters Score -133173.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -133174.921875 Penalty: 712.965759
	Iteration 43Q: 3 clusters Score -133174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133175.546875 Penalty: 712.965759
	Iteration 44Q: 3 clusters Score -133175.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -133177.203125 Penalty: 712.965759
	Iteration 45Q: 3 clusters Score -133177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133178.468750 Penalty: 712.965759
	Iteration 46Q: 3 clusters Score -133178.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -133178.703125 Penalty: 712.965759
	Iteration 47Q: 3 clusters Score -133178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -133178.703125 Penalty: 712.965759
	Iteration 48F: 3 clusters Score -133178.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Entering Unmasked Estep 
Score: -1308482.125000 Penalty: 458.672455
	Iteration 0F: 2 clusters Score -1308482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1292646.500000 Penalty: 917.344910
	Iteration 0F: 3 clusters Score -1292646 nChanged 11313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1299557.500000 Penalty: 917.344910
	Iteration 1F: 3 clusters Score -1299558 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1300400.500000 Penalty: 917.344910
	Iteration 2F: 3 clusters Score -1300400 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1301717.250000 Penalty: 917.344910
	Iteration 3F: 3 clusters Score -1301717 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1303605.250000 Penalty: 917.344910
	Iteration 4F: 3 clusters Score -1303605 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -1305636.625000 Penalty: 917.344910
	Iteration 5F: 3 clusters Score -1305637 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -1307127.125000 Penalty: 917.344910
	Iteration 6F: 3 clusters Score -1307127 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -1307795.375000 Penalty: 917.344910
	Iteration 7Q: 3 clusters Score -1307795 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -1307989.750000 Penalty: 917.344910
	Iteration 8Q: 3 clusters Score -1307990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -1308046.000000 Penalty: 917.344910
	Iteration 9Q: 3 clusters Score -1308046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -1308067.625000 Penalty: 917.344910
	Iteration 10Q: 3 clusters Score -1308068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -1308079.875000 Penalty: 917.344910
	Iteration 11Q: 3 clusters Score -1308080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -1308083.625000 Penalty: 917.344910
	Iteration 12Q: 3 clusters Score -1308084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -1308086.125000 Penalty: 917.344910
	Iteration 13Q: 3 clusters Score -1308086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -1308086.500000 Penalty: 917.344910
	Iteration 14Q: 3 clusters Score -1308086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -1308086.500000 Penalty: 917.344910
	Iteration 15F: 3 clusters Score -1308086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Entering Unmasked Estep 
Score: -314220.187500 Penalty: 396.303192
	Iteration 0F: 2 clusters Score -314220.2 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 3066 members 
Entering Unmasked Estep 
Score: -310207.031250 Penalty: 792.606384
	Iteration 0F: 3 clusters Score -310207 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -311755.281250 Penalty: 792.606384
	Iteration 1F: 3 clusters Score -311755.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -311955.875000 Penalty: 792.606384
	Iteration 2F: 3 clusters Score -311955.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -312255.187500 Penalty: 792.606384
	Iteration 3F: 3 clusters Score -312255.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -312633.281250 Penalty: 792.606384
	Iteration 4F: 3 clusters Score -312633.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -313013.937500 Penalty: 792.606384
	Iteration 5F: 3 clusters Score -313013.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -313298.781250 Penalty: 792.606384
	Iteration 6F: 3 clusters Score -313298.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -313480.531250 Penalty: 792.606384
	Iteration 7Q: 3 clusters Score -313480.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -313595.437500 Penalty: 792.606384
	Iteration 8Q: 3 clusters Score -313595.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -313674.781250 Penalty: 792.606384
	Iteration 9Q: 3 clusters Score -313674.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -313741.968750 Penalty: 792.606384
	Iteration 10Q: 3 clusters Score -313742 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -313810.812500 Penalty: 792.606384
	Iteration 11Q: 3 clusters Score -313810.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -313866.937500 Penalty: 792.606384
	Iteration 12Q: 3 clusters Score -313866.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -313914.562500 Penalty: 792.606384
	Iteration 13Q: 3 clusters Score -313914.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -313960.500000 Penalty: 792.606384
	Iteration 14Q: 3 clusters Score -313960.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -313990.625000 Penalty: 792.606384
	Iteration 15Q: 3 clusters Score -313990.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -314007.625000 Penalty: 792.606384
	Iteration 16Q: 3 clusters Score -314007.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -314023.625000 Penalty: 792.606384
	Iteration 17Q: 3 clusters Score -314023.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -314032.656250 Penalty: 792.606384
	Iteration 18Q: 3 clusters Score -314032.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -314040.468750 Penalty: 792.606384
	Iteration 19Q: 3 clusters Score -314040.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -314046.062500 Penalty: 792.606384
	Iteration 20F: 3 clusters Score -314046.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -314054.156250 Penalty: 792.606384
	Iteration 21Q: 3 clusters Score -314054.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -314057.968750 Penalty: 792.606384
	Iteration 22Q: 3 clusters Score -314058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -314059.750000 Penalty: 792.606384
	Iteration 23Q: 3 clusters Score -314059.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -314063.250000 Penalty: 792.606384
	Iteration 24Q: 3 clusters Score -314063.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -314067.343750 Penalty: 792.606384
	Iteration 25Q: 3 clusters Score -314067.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -314072.906250 Penalty: 792.606384
	Iteration 26Q: 3 clusters Score -314072.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -314076.250000 Penalty: 792.606384
	Iteration 27Q: 3 clusters Score -314076.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -314079.593750 Penalty: 792.606384
	Iteration 28Q: 3 clusters Score -314079.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -314082.250000 Penalty: 792.606384
	Iteration 29Q: 3 clusters Score -314082.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -314085.312500 Penalty: 792.606384
	Iteration 30Q: 3 clusters Score -314085.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -314085.843750 Penalty: 792.606384
	Iteration 31Q: 3 clusters Score -314085.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -314087.375000 Penalty: 792.606384
	Iteration 32Q: 3 clusters Score -314087.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -314088.781250 Penalty: 792.606384
	Iteration 33Q: 3 clusters Score -314088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -314089.000000 Penalty: 792.606384
	Iteration 34Q: 3 clusters Score -314089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -314090.500000 Penalty: 792.606384
	Iteration 35Q: 3 clusters Score -314090.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -314091.125000 Penalty: 792.606384
	Iteration 36Q: 3 clusters Score -314091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -314091.125000 Penalty: 792.606384
	Iteration 37Q: 3 clusters Score -314091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -314090.906250 Penalty: 792.606384
	Iteration 38Q: 3 clusters Score -314090.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -314092.187500 Penalty: 792.606384
	Iteration 39Q: 3 clusters Score -314092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -314092.156250 Penalty: 792.606384
	Iteration 40F: 3 clusters Score -314092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -314091.812500 Penalty: 792.606384
	Iteration 41Q: 3 clusters Score -314091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -314092.031250 Penalty: 792.606384
	Iteration 42Q: 3 clusters Score -314092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -314092.031250 Penalty: 792.606384
	Iteration 43F: 3 clusters Score -314092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (155400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155400 members 
Entering Unmasked Estep 
Score: -8079042.000000 Penalty: 543.895935
	Iteration 0F: 2 clusters Score -8079042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -7974863.500000 Penalty: 1087.791870
	Iteration 0F: 3 clusters Score -7974864 nChanged 76367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 92517 members 
Entering Unmasked Estep 
Score: -8023563.500000 Penalty: 1087.791870
	Iteration 1F: 3 clusters Score -8023564 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -8028444.500000 Penalty: 1087.791870
	Iteration 2F: 3 clusters Score -8028444 nChanged 11585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 112325 members 
Entering Unmasked Estep 
Score: -8037161.000000 Penalty: 1087.791870
	Iteration 3F: 3 clusters Score -8037161 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 125143 members 
Entering Unmasked Estep 
Score: -8049193.500000 Penalty: 1087.791870
	Iteration 4F: 3 clusters Score -8049194 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 136569 members 
Entering Unmasked Estep 
Score: -8061138.000000 Penalty: 1087.791870
	Iteration 5F: 3 clusters Score -8061138 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 143775 members 
Entering Unmasked Estep 
Score: -8068559.500000 Penalty: 1087.791870
	Iteration 6Q: 3 clusters Score -8068560 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 147591 members 
Entering Unmasked Estep 
Score: -8072701.000000 Penalty: 1087.791870
	Iteration 7Q: 3 clusters Score -8072701 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 149674 members 
Entering Unmasked Estep 
Score: -8074707.500000 Penalty: 1087.791870
	Iteration 8Q: 3 clusters Score -8074708 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 151067 members 
Entering Unmasked Estep 
Score: -8076052.500000 Penalty: 1087.791870
	Iteration 9Q: 3 clusters Score -8076052 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 152051 members 
Entering Unmasked Estep 
Score: -8076844.000000 Penalty: 1087.791870
	Iteration 10Q: 3 clusters Score -8076844 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 152758 members 
Entering Unmasked Estep 
Score: -8077380.000000 Penalty: 1087.791870
	Iteration 11Q: 3 clusters Score -8077380 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 153288 members 
Entering Unmasked Estep 
Score: -8077764.500000 Penalty: 1087.791870
	Iteration 12Q: 3 clusters Score -8077764 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 153683 members 
Entering Unmasked Estep 
Score: -8078021.500000 Penalty: 1087.791870
	Iteration 13Q: 3 clusters Score -8078022 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 153978 members 
Entering Unmasked Estep 
Score: -8078215.000000 Penalty: 1087.791870
	Iteration 14Q: 3 clusters Score -8078215 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 154180 members 
Entering Unmasked Estep 
Score: -8078301.000000 Penalty: 1087.791870
	Iteration 15Q: 3 clusters Score -8078301 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 154339 members 
Entering Unmasked Estep 
Score: -8078379.500000 Penalty: 1087.791870
	Iteration 16Q: 3 clusters Score -8078380 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -8078393.500000 Penalty: 1087.791870
	Iteration 17Q: 3 clusters Score -8078394 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 154559 members 
Entering Unmasked Estep 
Score: -8078431.500000 Penalty: 1087.791870
	Iteration 18Q: 3 clusters Score -8078432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 154620 members 
Entering Unmasked Estep 
Score: -8078456.500000 Penalty: 1087.791870
	Iteration 19Q: 3 clusters Score -8078456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 154668 members 
Entering Unmasked Estep 
Score: -8078472.500000 Penalty: 1087.791870
	Iteration 20F: 3 clusters Score -8078472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 154704 members 
Entering Unmasked Estep 
Score: -8078471.500000 Penalty: 1087.791870
	Iteration 21Q: 3 clusters Score -8078472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 154735 members 
Entering Unmasked Estep 
Score: -8078468.000000 Penalty: 1087.791870
	Iteration 22Q: 3 clusters Score -8078468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 154771 members 
Entering Unmasked Estep 
Score: -8078470.000000 Penalty: 1087.791870
	Iteration 23Q: 3 clusters Score -8078470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 154788 members 
Entering Unmasked Estep 
Score: -8078476.500000 Penalty: 1087.791870
	Iteration 24Q: 3 clusters Score -8078476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 154803 members 
Entering Unmasked Estep 
Score: -8078473.500000 Penalty: 1087.791870
	Iteration 25Q: 3 clusters Score -8078474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 154823 members 
Entering Unmasked Estep 
Score: -8078492.000000 Penalty: 1087.791870
	Iteration 26Q: 3 clusters Score -8078492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -8078495.500000 Penalty: 1087.791870
	Iteration 27Q: 3 clusters Score -8078496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 154863 members 
Entering Unmasked Estep 
Score: -8078503.500000 Penalty: 1087.791870
	Iteration 28Q: 3 clusters Score -8078504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 154885 members 
Entering Unmasked Estep 
Score: -8078513.000000 Penalty: 1087.791870
	Iteration 29Q: 3 clusters Score -8078513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 154900 members 
Entering Unmasked Estep 
Score: -8078527.500000 Penalty: 1087.791870
	Iteration 30Q: 3 clusters Score -8078528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 154919 members 
Entering Unmasked Estep 
Score: -8078531.000000 Penalty: 1087.791870
	Iteration 31Q: 3 clusters Score -8078531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 154931 members 
Entering Unmasked Estep 
Score: -8078539.000000 Penalty: 1087.791870
	Iteration 32Q: 3 clusters Score -8078539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 154940 members 
Entering Unmasked Estep 
Score: -8078542.500000 Penalty: 1087.791870
	Iteration 33Q: 3 clusters Score -8078542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 154943 members 
Entering Unmasked Estep 
Score: -8078544.000000 Penalty: 1087.791870
	Iteration 34Q: 3 clusters Score -8078544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 154952 members 
Entering Unmasked Estep 
Score: -8078545.000000 Penalty: 1087.791870
	Iteration 35Q: 3 clusters Score -8078545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 154963 members 
Entering Unmasked Estep 
Score: -8078551.000000 Penalty: 1087.791870
	Iteration 36Q: 3 clusters Score -8078551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 154965 members 
Entering Unmasked Estep 
Score: -8078558.500000 Penalty: 1087.791870
	Iteration 37Q: 3 clusters Score -8078558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 154970 members 
Entering Unmasked Estep 
Score: -8078562.500000 Penalty: 1087.791870
	Iteration 38Q: 3 clusters Score -8078562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 154982 members 
Entering Unmasked Estep 
Score: -8078562.000000 Penalty: 1087.791870
	Iteration 39Q: 3 clusters Score -8078562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 154991 members 
Entering Unmasked Estep 
Score: -8078565.500000 Penalty: 1087.791870
	Iteration 40F: 3 clusters Score -8078566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 154999 members 
Entering Unmasked Estep 
Score: -8078560.500000 Penalty: 1087.791870
	Iteration 41Q: 3 clusters Score -8078560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 155006 members 
Entering Unmasked Estep 
Score: -8078572.000000 Penalty: 1087.791870
	Iteration 42Q: 3 clusters Score -8078572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 155008 members 
Entering Unmasked Estep 
Score: -8078576.000000 Penalty: 1087.791870
	Iteration 43Q: 3 clusters Score -8078576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -8078575.500000 Penalty: 1087.791870
	Iteration 44Q: 3 clusters Score -8078576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -8078577.000000 Penalty: 1087.791870
	Iteration 45Q: 3 clusters Score -8078577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 155008 members 
Entering Unmasked Estep 
Score: -8078579.500000 Penalty: 1087.791870
	Iteration 46Q: 3 clusters Score -8078580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 155010 members 
Entering Unmasked Estep 
Score: -8078578.000000 Penalty: 1087.791870
	Iteration 47Q: 3 clusters Score -8078578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 155013 members 
Entering Unmasked Estep 
Score: -8078577.500000 Penalty: 1087.791870
	Iteration 48Q: 3 clusters Score -8078578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 155014 members 
Entering Unmasked Estep 
Score: -8078574.000000 Penalty: 1087.791870
	Iteration 49Q: 3 clusters Score -8078574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 155016 members 
Entering Unmasked Estep 
Score: -8078577.000000 Penalty: 1087.791870
	Iteration 50Q: 3 clusters Score -8078577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -8078578.500000 Penalty: 1087.791870
	Iteration 51Q: 3 clusters Score -8078578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -8078583.500000 Penalty: 1087.791870
	Iteration 52Q: 3 clusters Score -8078584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 155023 members 
Entering Unmasked Estep 
Score: -8078581.000000 Penalty: 1087.791870
	Iteration 53Q: 3 clusters Score -8078581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 155033 members 
Entering Unmasked Estep 
Score: -8078586.500000 Penalty: 1087.791870
	Iteration 54Q: 3 clusters Score -8078586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 155037 members 
Entering Unmasked Estep 
Score: -8078586.000000 Penalty: 1087.791870
	Iteration 55Q: 3 clusters Score -8078586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 155047 members 
Entering Unmasked Estep 
Score: -8078581.500000 Penalty: 1087.791870
	Iteration 56Q: 3 clusters Score -8078582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -8078595.000000 Penalty: 1087.791870
	Iteration 57Q: 3 clusters Score -8078595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 155063 members 
Entering Unmasked Estep 
Score: -8078597.000000 Penalty: 1087.791870
	Iteration 58Q: 3 clusters Score -8078597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 155073 members 
Entering Unmasked Estep 
Score: -8078592.500000 Penalty: 1087.791870
	Iteration 59Q: 3 clusters Score -8078592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 155081 members 
Entering Unmasked Estep 
Score: -8078605.500000 Penalty: 1087.791870
	Iteration 60F: 3 clusters Score -8078606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 155086 members 
Entering Unmasked Estep 
Score: -8078603.000000 Penalty: 1087.791870
	Iteration 61Q: 3 clusters Score -8078603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -8078608.000000 Penalty: 1087.791870
	Iteration 62Q: 3 clusters Score -8078608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 155089 members 
Entering Unmasked Estep 
Score: -8078617.500000 Penalty: 1087.791870
	Iteration 63Q: 3 clusters Score -8078618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 155092 members 
Entering Unmasked Estep 
Score: -8078622.500000 Penalty: 1087.791870
	Iteration 64Q: 3 clusters Score -8078622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 155094 members 
Entering Unmasked Estep 
Score: -8078623.000000 Penalty: 1087.791870
	Iteration 65Q: 3 clusters Score -8078623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -8078625.500000 Penalty: 1087.791870
	Iteration 66Q: 3 clusters Score -8078626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 155101 members 
Entering Unmasked Estep 
Score: -8078627.000000 Penalty: 1087.791870
	Iteration 67Q: 3 clusters Score -8078627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 155106 members 
Entering Unmasked Estep 
Score: -8078618.500000 Penalty: 1087.791870
	Iteration 68Q: 3 clusters Score -8078618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 155109 members 
Entering Unmasked Estep 
Score: -8078623.000000 Penalty: 1087.791870
	Iteration 69Q: 3 clusters Score -8078623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 155111 members 
Entering Unmasked Estep 
Score: -8078625.500000 Penalty: 1087.791870
	Iteration 70Q: 3 clusters Score -8078626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -8078631.000000 Penalty: 1087.791870
	Iteration 71Q: 3 clusters Score -8078631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -8078633.500000 Penalty: 1087.791870
	Iteration 72Q: 3 clusters Score -8078634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -8078633.000000 Penalty: 1087.791870
	Iteration 73Q: 3 clusters Score -8078633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -8078631.500000 Penalty: 1087.791870
	Iteration 74Q: 3 clusters Score -8078632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -8078635.500000 Penalty: 1087.791870
	Iteration 75Q: 3 clusters Score -8078636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -8078635.500000 Penalty: 1087.791870
	Iteration 76F: 3 clusters Score -8078636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Entering Unmasked Estep 
Score: -20869.474609 Penalty: 274.831573
	Iteration 0F: 2 clusters Score -20869.47 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 213 members 
Entering Unmasked Estep 
Score: -20418.083984 Penalty: 549.663147
	Iteration 0F: 3 clusters Score -20418.08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20521.126953 Penalty: 549.663147
	Iteration 1F: 3 clusters Score -20521.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -20548.841797 Penalty: 549.663147
	Iteration 2F: 3 clusters Score -20548.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20566.708984 Penalty: 549.663147
	Iteration 3Q: 3 clusters Score -20566.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -20575.033203 Penalty: 549.663147
	Iteration 4Q: 3 clusters Score -20575.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20579.160156 Penalty: 549.663147
	Iteration 5Q: 3 clusters Score -20579.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20584.673828 Penalty: 549.663147
	Iteration 6Q: 3 clusters Score -20584.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20588.974609 Penalty: 549.663147
	Iteration 7Q: 3 clusters Score -20588.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20590.230469 Penalty: 549.663147
	Iteration 8Q: 3 clusters Score -20590.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20591.572266 Penalty: 549.663147
	Iteration 9Q: 3 clusters Score -20591.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20594.615234 Penalty: 549.663147
	Iteration 10Q: 3 clusters Score -20594.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20597.642578 Penalty: 549.663147
	Iteration 11Q: 3 clusters Score -20597.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20602.291016 Penalty: 549.663147
	Iteration 12Q: 3 clusters Score -20602.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20607.119141 Penalty: 549.663147
	Iteration 13Q: 3 clusters Score -20607.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20612.029297 Penalty: 549.663147
	Iteration 14Q: 3 clusters Score -20612.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20615.134766 Penalty: 549.663147
	Iteration 15Q: 3 clusters Score -20615.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20616.210938 Penalty: 549.663147
	Iteration 16Q: 3 clusters Score -20616.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20616.501953 Penalty: 549.663147
	Iteration 17Q: 3 clusters Score -20616.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20616.501953 Penalty: 549.663147
	Iteration 18F: 3 clusters Score -20616.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -150950.609375 Penalty: 361.859985
	Iteration 0F: 2 clusters Score -150950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -148982.562500 Penalty: 723.719971
	Iteration 0F: 3 clusters Score -148982.6 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -149668.875000 Penalty: 723.719971
	Iteration 1F: 3 clusters Score -149668.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -149864.734375 Penalty: 723.719971
	Iteration 2F: 3 clusters Score -149864.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -150123.609375 Penalty: 723.719971
	Iteration 3F: 3 clusters Score -150123.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -150423.046875 Penalty: 723.719971
	Iteration 4F: 3 clusters Score -150423 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -150652.484375 Penalty: 723.719971
	Iteration 5F: 3 clusters Score -150652.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150769.312500 Penalty: 723.719971
	Iteration 6Q: 3 clusters Score -150769.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -150817.765625 Penalty: 723.719971
	Iteration 7Q: 3 clusters Score -150817.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -150845.156250 Penalty: 723.719971
	Iteration 8Q: 3 clusters Score -150845.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -150863.890625 Penalty: 723.719971
	Iteration 9Q: 3 clusters Score -150863.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -150870.718750 Penalty: 723.719971
	Iteration 10Q: 3 clusters Score -150870.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -150872.296875 Penalty: 723.719971
	Iteration 11Q: 3 clusters Score -150872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -150873.218750 Penalty: 723.719971
	Iteration 12Q: 3 clusters Score -150873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -150873.578125 Penalty: 723.719971
	Iteration 13Q: 3 clusters Score -150873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -150874.500000 Penalty: 723.719971
	Iteration 14Q: 3 clusters Score -150874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -150877.765625 Penalty: 723.719971
	Iteration 15Q: 3 clusters Score -150877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -150880.203125 Penalty: 723.719971
	Iteration 16Q: 3 clusters Score -150880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -150882.281250 Penalty: 723.719971
	Iteration 17Q: 3 clusters Score -150882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -150883.875000 Penalty: 723.719971
	Iteration 18Q: 3 clusters Score -150883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -150884.937500 Penalty: 723.719971
	Iteration 19Q: 3 clusters Score -150884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -150886.000000 Penalty: 723.719971
	Iteration 20F: 3 clusters Score -150886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -150886.359375 Penalty: 723.719971
	Iteration 21Q: 3 clusters Score -150886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -150886.359375 Penalty: 723.719971
	Iteration 22Q: 3 clusters Score -150886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -150886.359375 Penalty: 723.719971
	Iteration 23F: 3 clusters Score -150886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (12787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Entering Unmasked Estep 
Score: -696215.562500 Penalty: 430.256378
	Iteration 0F: 2 clusters Score -696215.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -687811.687500 Penalty: 860.512756
	Iteration 0F: 3 clusters Score -687811.7 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -691012.375000 Penalty: 860.512756
	Iteration 1F: 3 clusters Score -691012.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -691221.500000 Penalty: 860.512756
	Iteration 2Q: 3 clusters Score -691221.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -691480.937500 Penalty: 860.512756
	Iteration 3Q: 3 clusters Score -691480.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -691841.437500 Penalty: 860.512756
	Iteration 4F: 3 clusters Score -691841.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -692369.687500 Penalty: 860.512756
	Iteration 5F: 3 clusters Score -692369.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -693079.250000 Penalty: 860.512756
	Iteration 6F: 3 clusters Score -693079.2 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -693864.687500 Penalty: 860.512756
	Iteration 7F: 3 clusters Score -693864.7 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -694398.875000 Penalty: 860.512756
	Iteration 8F: 3 clusters Score -694398.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -694664.375000 Penalty: 860.512756
	Iteration 9Q: 3 clusters Score -694664.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -694859.375000 Penalty: 860.512756
	Iteration 10Q: 3 clusters Score -694859.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -695034.375000 Penalty: 860.512756
	Iteration 11Q: 3 clusters Score -695034.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -695192.562500 Penalty: 860.512756
	Iteration 12Q: 3 clusters Score -695192.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -695324.125000 Penalty: 860.512756
	Iteration 13Q: 3 clusters Score -695324.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -695421.250000 Penalty: 860.512756
	Iteration 14Q: 3 clusters Score -695421.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -695489.312500 Penalty: 860.512756
	Iteration 15Q: 3 clusters Score -695489.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -695532.875000 Penalty: 860.512756
	Iteration 16Q: 3 clusters Score -695532.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -695556.937500 Penalty: 860.512756
	Iteration 17Q: 3 clusters Score -695556.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -695577.375000 Penalty: 860.512756
	Iteration 18Q: 3 clusters Score -695577.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -695588.000000 Penalty: 860.512756
	Iteration 19Q: 3 clusters Score -695588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -695592.937500 Penalty: 860.512756
	Iteration 20F: 3 clusters Score -695592.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -695600.875000 Penalty: 860.512756
	Iteration 21Q: 3 clusters Score -695600.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -695604.125000 Penalty: 860.512756
	Iteration 22Q: 3 clusters Score -695604.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -695610.312500 Penalty: 860.512756
	Iteration 23Q: 3 clusters Score -695610.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -695617.187500 Penalty: 860.512756
	Iteration 24Q: 3 clusters Score -695617.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -695623.000000 Penalty: 860.512756
	Iteration 25Q: 3 clusters Score -695623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -695627.625000 Penalty: 860.512756
	Iteration 26Q: 3 clusters Score -695627.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -695627.750000 Penalty: 860.512756
	Iteration 27Q: 3 clusters Score -695627.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -695628.062500 Penalty: 860.512756
	Iteration 28Q: 3 clusters Score -695628.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -695628.500000 Penalty: 860.512756
	Iteration 29Q: 3 clusters Score -695628.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -695627.750000 Penalty: 860.512756
	Iteration 30Q: 3 clusters Score -695627.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -695630.062500 Penalty: 860.512756
	Iteration 31Q: 3 clusters Score -695630.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -695630.250000 Penalty: 860.512756
	Iteration 32Q: 3 clusters Score -695630.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -695630.937500 Penalty: 860.512756
	Iteration 33Q: 3 clusters Score -695630.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -695632.250000 Penalty: 860.512756
	Iteration 34Q: 3 clusters Score -695632.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -695633.250000 Penalty: 860.512756
	Iteration 35Q: 3 clusters Score -695633.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -695634.437500 Penalty: 860.512756
	Iteration 36Q: 3 clusters Score -695634.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -695635.062500 Penalty: 860.512756
	Iteration 37Q: 3 clusters Score -695635.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -695634.500000 Penalty: 860.512756
	Iteration 38Q: 3 clusters Score -695634.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -695633.812500 Penalty: 860.512756
	Iteration 39Q: 3 clusters Score -695633.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -695635.812500 Penalty: 860.512756
	Iteration 40F: 3 clusters Score -695635.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -695635.062500 Penalty: 860.512756
	Iteration 41Q: 3 clusters Score -695635.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -695636.625000 Penalty: 860.512756
	Iteration 42Q: 3 clusters Score -695636.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -695636.187500 Penalty: 860.512756
	Iteration 43Q: 3 clusters Score -695636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -695636.437500 Penalty: 860.512756
	Iteration 44Q: 3 clusters Score -695636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -695639.125000 Penalty: 860.512756
	Iteration 45Q: 3 clusters Score -695639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -695638.312500 Penalty: 860.512756
	Iteration 46Q: 3 clusters Score -695638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -695639.250000 Penalty: 860.512756
	Iteration 47Q: 3 clusters Score -695639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -695638.875000 Penalty: 860.512756
	Iteration 48Q: 3 clusters Score -695638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -695638.500000 Penalty: 860.512756
	Iteration 49Q: 3 clusters Score -695638.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -695639.312500 Penalty: 860.512756
	Iteration 50Q: 3 clusters Score -695639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -695639.562500 Penalty: 860.512756
	Iteration 51Q: 3 clusters Score -695639.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -695640.562500 Penalty: 860.512756
	Iteration 52Q: 3 clusters Score -695640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -695641.000000 Penalty: 860.512756
	Iteration 53Q: 3 clusters Score -695641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -695641.000000 Penalty: 860.512756
	Iteration 54Q: 3 clusters Score -695641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -695641.625000 Penalty: 860.512756
	Iteration 55Q: 3 clusters Score -695641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -695642.062500 Penalty: 860.512756
	Iteration 56Q: 3 clusters Score -695642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -695642.125000 Penalty: 860.512756
	Iteration 57Q: 3 clusters Score -695642.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -695639.937500 Penalty: 860.512756
	Iteration 58Q: 3 clusters Score -695639.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -695641.750000 Penalty: 860.512756
	Iteration 59Q: 3 clusters Score -695641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -695641.687500 Penalty: 860.512756
	Iteration 60F: 3 clusters Score -695641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -695642.187500 Penalty: 860.512756
	Iteration 61Q: 3 clusters Score -695642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -695643.250000 Penalty: 860.512756
	Iteration 62Q: 3 clusters Score -695643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -695643.125000 Penalty: 860.512756
	Iteration 63Q: 3 clusters Score -695643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -695643.812500 Penalty: 860.512756
	Iteration 64Q: 3 clusters Score -695643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -695642.812500 Penalty: 860.512756
	Iteration 65Q: 3 clusters Score -695642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -695642.000000 Penalty: 860.512756
	Iteration 66Q: 3 clusters Score -695642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -695642.000000 Penalty: 860.512756
	Iteration 67F: 3 clusters Score -695642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Entering Unmasked Estep 
Score: -624662.125000 Penalty: 425.294922
	Iteration 0F: 2 clusters Score -624662.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -616995.375000 Penalty: 850.589844
	Iteration 0F: 3 clusters Score -616995.4 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -620051.375000 Penalty: 850.589844
	Iteration 1F: 3 clusters Score -620051.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -620243.437500 Penalty: 850.589844
	Iteration 2Q: 3 clusters Score -620243.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -620527.625000 Penalty: 850.589844
	Iteration 3Q: 3 clusters Score -620527.6 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -620992.625000 Penalty: 850.589844
	Iteration 4F: 3 clusters Score -620992.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -621723.437500 Penalty: 850.589844
	Iteration 5F: 3 clusters Score -621723.4 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -622557.250000 Penalty: 850.589844
	Iteration 6F: 3 clusters Score -622557.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -623079.125000 Penalty: 850.589844
	Iteration 7F: 3 clusters Score -623079.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -623402.687500 Penalty: 850.589844
	Iteration 8Q: 3 clusters Score -623402.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -623631.750000 Penalty: 850.589844
	Iteration 9Q: 3 clusters Score -623631.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -623848.687500 Penalty: 850.589844
	Iteration 10Q: 3 clusters Score -623848.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -624024.437500 Penalty: 850.589844
	Iteration 11Q: 3 clusters Score -624024.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -624199.562500 Penalty: 850.589844
	Iteration 12Q: 3 clusters Score -624199.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -624318.625000 Penalty: 850.589844
	Iteration 13Q: 3 clusters Score -624318.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -624369.250000 Penalty: 850.589844
	Iteration 14Q: 3 clusters Score -624369.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -624390.625000 Penalty: 850.589844
	Iteration 15Q: 3 clusters Score -624390.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -624399.250000 Penalty: 850.589844
	Iteration 16Q: 3 clusters Score -624399.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -624407.062500 Penalty: 850.589844
	Iteration 17Q: 3 clusters Score -624407.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -624410.250000 Penalty: 850.589844
	Iteration 18Q: 3 clusters Score -624410.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -624415.000000 Penalty: 850.589844
	Iteration 19Q: 3 clusters Score -624415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -624420.812500 Penalty: 850.589844
	Iteration 20F: 3 clusters Score -624420.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -624422.000000 Penalty: 850.589844
	Iteration 21Q: 3 clusters Score -624422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -624423.750000 Penalty: 850.589844
	Iteration 22Q: 3 clusters Score -624423.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -624423.375000 Penalty: 850.589844
	Iteration 23Q: 3 clusters Score -624423.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -624422.312500 Penalty: 850.589844
	Iteration 24Q: 3 clusters Score -624422.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -624422.875000 Penalty: 850.589844
	Iteration 25Q: 3 clusters Score -624422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -624423.625000 Penalty: 850.589844
	Iteration 26Q: 3 clusters Score -624423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -624421.312500 Penalty: 850.589844
	Iteration 27Q: 3 clusters Score -624421.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -624421.625000 Penalty: 850.589844
	Iteration 28Q: 3 clusters Score -624421.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -624423.187500 Penalty: 850.589844
	Iteration 29Q: 3 clusters Score -624423.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -624423.562500 Penalty: 850.589844
	Iteration 30Q: 3 clusters Score -624423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -624424.312500 Penalty: 850.589844
	Iteration 31Q: 3 clusters Score -624424.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -624424.375000 Penalty: 850.589844
	Iteration 32Q: 3 clusters Score -624424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -624422.625000 Penalty: 850.589844
	Iteration 33Q: 3 clusters Score -624422.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -624424.312500 Penalty: 850.589844
	Iteration 34Q: 3 clusters Score -624424.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -624422.562500 Penalty: 850.589844
	Iteration 35Q: 3 clusters Score -624422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -624424.000000 Penalty: 850.589844
	Iteration 36Q: 3 clusters Score -624424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -624423.875000 Penalty: 850.589844
	Iteration 37Q: 3 clusters Score -624423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -624422.562500 Penalty: 850.589844
	Iteration 38Q: 3 clusters Score -624422.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -624422.625000 Penalty: 850.589844
	Iteration 39Q: 3 clusters Score -624422.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -624422.812500 Penalty: 850.589844
	Iteration 40F: 3 clusters Score -624422.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -624424.062500 Penalty: 850.589844
	Iteration 41Q: 3 clusters Score -624424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -624424.312500 Penalty: 850.589844
	Iteration 42Q: 3 clusters Score -624424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -624423.750000 Penalty: 850.589844
	Iteration 43Q: 3 clusters Score -624423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -624424.125000 Penalty: 850.589844
	Iteration 44Q: 3 clusters Score -624424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -624423.687500 Penalty: 850.589844
	Iteration 45Q: 3 clusters Score -624423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -624422.937500 Penalty: 850.589844
	Iteration 46Q: 3 clusters Score -624422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -624424.250000 Penalty: 850.589844
	Iteration 47Q: 3 clusters Score -624424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -624424.812500 Penalty: 850.589844
	Iteration 48Q: 3 clusters Score -624424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -624423.875000 Penalty: 850.589844
	Iteration 49Q: 3 clusters Score -624423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -624424.375000 Penalty: 850.589844
	Iteration 50Q: 3 clusters Score -624424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -624424.625000 Penalty: 850.589844
	Iteration 51Q: 3 clusters Score -624424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -624424.562500 Penalty: 850.589844
	Iteration 52Q: 3 clusters Score -624424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -624421.875000 Penalty: 850.589844
	Iteration 53Q: 3 clusters Score -624421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -624422.937500 Penalty: 850.589844
	Iteration 54Q: 3 clusters Score -624422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -624422.437500 Penalty: 850.589844
	Iteration 55Q: 3 clusters Score -624422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -624422.750000 Penalty: 850.589844
	Iteration 56Q: 3 clusters Score -624422.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -624422.500000 Penalty: 850.589844
	Iteration 57Q: 3 clusters Score -624422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -624421.750000 Penalty: 850.589844
	Iteration 58Q: 3 clusters Score -624421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -624421.937500 Penalty: 850.589844
	Iteration 59Q: 3 clusters Score -624421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -624422.937500 Penalty: 850.589844
	Iteration 60F: 3 clusters Score -624422.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -624422.937500 Penalty: 850.589844
	Iteration 61Q: 3 clusters Score -624422.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -624423.312500 Penalty: 850.589844
	Iteration 62Q: 3 clusters Score -624423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -624423.437500 Penalty: 850.589844
	Iteration 63Q: 3 clusters Score -624423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -624422.687500 Penalty: 850.589844
	Iteration 64Q: 3 clusters Score -624422.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -624424.062500 Penalty: 850.589844
	Iteration 65Q: 3 clusters Score -624424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -624423.187500 Penalty: 850.589844
	Iteration 66Q: 3 clusters Score -624423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -624422.500000 Penalty: 850.589844
	Iteration 67Q: 3 clusters Score -624422.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -624422.000000 Penalty: 850.589844
	Iteration 68Q: 3 clusters Score -624422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -624421.562500 Penalty: 850.589844
	Iteration 69Q: 3 clusters Score -624421.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -624422.937500 Penalty: 850.589844
	Iteration 70Q: 3 clusters Score -624422.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -624424.187500 Penalty: 850.589844
	Iteration 71Q: 3 clusters Score -624424.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -624423.687500 Penalty: 850.589844
	Iteration 72Q: 3 clusters Score -624423.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -624422.937500 Penalty: 850.589844
	Iteration 73Q: 3 clusters Score -624422.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -624423.625000 Penalty: 850.589844
	Iteration 74Q: 3 clusters Score -624423.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -624423.875000 Penalty: 850.589844
	Iteration 75Q: 3 clusters Score -624423.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -624423.250000 Penalty: 850.589844
	Iteration 76Q: 3 clusters Score -624423.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -624424.437500 Penalty: 850.589844
	Iteration 77Q: 3 clusters Score -624424.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -624424.500000 Penalty: 850.589844
	Iteration 78Q: 3 clusters Score -624424.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -624424.000000 Penalty: 850.589844
	Iteration 79Q: 3 clusters Score -624424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -624427.000000 Penalty: 850.589844
	Iteration 80F: 3 clusters Score -624427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -624426.000000 Penalty: 850.589844
	Iteration 81Q: 3 clusters Score -624426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -624429.312500 Penalty: 850.589844
	Iteration 82Q: 3 clusters Score -624429.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -624431.687500 Penalty: 850.589844
	Iteration 83Q: 3 clusters Score -624431.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -624432.312500 Penalty: 850.589844
	Iteration 84Q: 3 clusters Score -624432.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -624433.125000 Penalty: 850.589844
	Iteration 85Q: 3 clusters Score -624433.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -624432.625000 Penalty: 850.589844
	Iteration 86Q: 3 clusters Score -624432.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -624432.500000 Penalty: 850.589844
	Iteration 87Q: 3 clusters Score -624432.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -624431.687500 Penalty: 850.589844
	Iteration 88Q: 3 clusters Score -624431.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -624433.875000 Penalty: 850.589844
	Iteration 89Q: 3 clusters Score -624433.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -624432.062500 Penalty: 850.589844
	Iteration 90Q: 3 clusters Score -624432.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -624433.625000 Penalty: 850.589844
	Iteration 91Q: 3 clusters Score -624433.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -624432.750000 Penalty: 850.589844
	Iteration 92Q: 3 clusters Score -624432.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -624432.250000 Penalty: 850.589844
	Iteration 93Q: 3 clusters Score -624432.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -624433.250000 Penalty: 850.589844
	Iteration 94Q: 3 clusters Score -624433.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -624433.937500 Penalty: 850.589844
	Iteration 95Q: 3 clusters Score -624433.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -624435.437500 Penalty: 850.589844
	Iteration 96Q: 3 clusters Score -624435.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -624436.812500 Penalty: 850.589844
	Iteration 97Q: 3 clusters Score -624436.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -624436.625000 Penalty: 850.589844
	Iteration 98Q: 3 clusters Score -624436.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -624436.875000 Penalty: 850.589844
	Iteration 99Q: 3 clusters Score -624436.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -624438.250000 Penalty: 850.589844
	Iteration 100F: 3 clusters Score -624438.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -624438.375000 Penalty: 850.589844
	Iteration 101Q: 3 clusters Score -624438.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -624440.187500 Penalty: 850.589844
	Iteration 102Q: 3 clusters Score -624440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -624438.187500 Penalty: 850.589844
	Iteration 103Q: 3 clusters Score -624438.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -624437.875000 Penalty: 850.589844
	Iteration 104Q: 3 clusters Score -624437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -624438.250000 Penalty: 850.589844
	Iteration 105Q: 3 clusters Score -624438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -624437.937500 Penalty: 850.589844
	Iteration 106Q: 3 clusters Score -624437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -624438.500000 Penalty: 850.589844
	Iteration 107Q: 3 clusters Score -624438.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -624438.312500 Penalty: 850.589844
	Iteration 108Q: 3 clusters Score -624438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -624440.000000 Penalty: 850.589844
	Iteration 109Q: 3 clusters Score -624440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -624439.875000 Penalty: 850.589844
	Iteration 110Q: 3 clusters Score -624439.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -624439.250000 Penalty: 850.589844
	Iteration 111Q: 3 clusters Score -624439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -624438.437500 Penalty: 850.589844
	Iteration 112Q: 3 clusters Score -624438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -624438.687500 Penalty: 850.589844
	Iteration 113Q: 3 clusters Score -624438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -624439.375000 Penalty: 850.589844
	Iteration 114Q: 3 clusters Score -624439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -624439.187500 Penalty: 850.589844
	Iteration 115Q: 3 clusters Score -624439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -624438.750000 Penalty: 850.589844
	Iteration 116Q: 3 clusters Score -624438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -624437.937500 Penalty: 850.589844
	Iteration 117Q: 3 clusters Score -624437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -624438.937500 Penalty: 850.589844
	Iteration 118Q: 3 clusters Score -624438.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -624438.937500 Penalty: 850.589844
	Iteration 119F: 3 clusters Score -624438.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (98283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98283 members 
Entering Unmasked Estep 
Score: -5211047.500000 Penalty: 523.050110
	Iteration 0F: 2 clusters Score -5211048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -5146286.000000 Penalty: 1046.100220
	Iteration 0F: 3 clusters Score -5146286 nChanged 47960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -5177734.000000 Penalty: 1046.100220
	Iteration 1F: 3 clusters Score -5177734 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -5180015.000000 Penalty: 1046.100220
	Iteration 2Q: 3 clusters Score -5180015 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -5183627.000000 Penalty: 1046.100220
	Iteration 3F: 3 clusters Score -5183627 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -5188925.000000 Penalty: 1046.100220
	Iteration 4F: 3 clusters Score -5188925 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -5195113.000000 Penalty: 1046.100220
	Iteration 5F: 3 clusters Score -5195113 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -5200152.500000 Penalty: 1046.100220
	Iteration 6F: 3 clusters Score -5200152 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -5203186.500000 Penalty: 1046.100220
	Iteration 7Q: 3 clusters Score -5203186 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87251 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -5204869.500000 Penalty: 1046.100220
	Iteration 8Q: 3 clusters Score -5204870 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -5206055.000000 Penalty: 1046.100220
	Iteration 9Q: 3 clusters Score -5206055 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -5206971.000000 Penalty: 1046.100220
	Iteration 10Q: 3 clusters Score -5206971 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -5207753.500000 Penalty: 1046.100220
	Iteration 11Q: 3 clusters Score -5207754 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -5208424.500000 Penalty: 1046.100220
	Iteration 12Q: 3 clusters Score -5208424 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94594 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -5209001.500000 Penalty: 1046.100220
	Iteration 13Q: 3 clusters Score -5209002 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95441 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5209423.000000 Penalty: 1046.100220
	Iteration 14Q: 3 clusters Score -5209423 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96107 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5209813.500000 Penalty: 1046.100220
	Iteration 15Q: 3 clusters Score -5209814 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96565 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5210097.500000 Penalty: 1046.100220
	Iteration 16Q: 3 clusters Score -5210098 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96894 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5210269.500000 Penalty: 1046.100220
	Iteration 17Q: 3 clusters Score -5210270 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5210418.500000 Penalty: 1046.100220
	Iteration 18Q: 3 clusters Score -5210418 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5210514.000000 Penalty: 1046.100220
	Iteration 19Q: 3 clusters Score -5210514 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5210568.000000 Penalty: 1046.100220
	Iteration 20F: 3 clusters Score -5210568 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5210635.500000 Penalty: 1046.100220
	Iteration 21Q: 3 clusters Score -5210636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97605 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5210665.000000 Penalty: 1046.100220
	Iteration 22Q: 3 clusters Score -5210665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97653 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5210680.000000 Penalty: 1046.100220
	Iteration 23Q: 3 clusters Score -5210680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97680 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5210692.500000 Penalty: 1046.100220
	Iteration 24Q: 3 clusters Score -5210692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5210706.500000 Penalty: 1046.100220
	Iteration 25Q: 3 clusters Score -5210706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97724 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5210713.500000 Penalty: 1046.100220
	Iteration 26Q: 3 clusters Score -5210714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97739 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5210721.500000 Penalty: 1046.100220
	Iteration 27Q: 3 clusters Score -5210722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5210726.500000 Penalty: 1046.100220
	Iteration 28Q: 3 clusters Score -5210726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5210728.000000 Penalty: 1046.100220
	Iteration 29Q: 3 clusters Score -5210728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5210727.500000 Penalty: 1046.100220
	Iteration 30Q: 3 clusters Score -5210728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97786 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5210726.000000 Penalty: 1046.100220
	Iteration 31Q: 3 clusters Score -5210726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97796 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5210734.500000 Penalty: 1046.100220
	Iteration 32Q: 3 clusters Score -5210734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5210734.000000 Penalty: 1046.100220
	Iteration 33Q: 3 clusters Score -5210734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5210741.000000 Penalty: 1046.100220
	Iteration 34Q: 3 clusters Score -5210741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5210740.000000 Penalty: 1046.100220
	Iteration 35Q: 3 clusters Score -5210740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97829 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5210742.000000 Penalty: 1046.100220
	Iteration 36Q: 3 clusters Score -5210742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5210744.000000 Penalty: 1046.100220
	Iteration 37Q: 3 clusters Score -5210744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97841 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5210743.500000 Penalty: 1046.100220
	Iteration 38Q: 3 clusters Score -5210744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97843 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5210742.000000 Penalty: 1046.100220
	Iteration 39Q: 3 clusters Score -5210742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97844 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5210741.000000 Penalty: 1046.100220
	Iteration 40F: 3 clusters Score -5210741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5210738.500000 Penalty: 1046.100220
	Iteration 41Q: 3 clusters Score -5210738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5210739.000000 Penalty: 1046.100220
	Iteration 42Q: 3 clusters Score -5210739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5210739.000000 Penalty: 1046.100220
	Iteration 43F: 3 clusters Score -5210739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -11206.117188 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -11206.12 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 145 members 
Entering Unmasked Estep 
Score: -10891.346680 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -10891.35 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10993.952148 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -10993.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11053.579102 Penalty: 506.719360
	Iteration 2F: 3 clusters Score -11053.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11146.577148 Penalty: 506.719360
	Iteration 3F: 3 clusters Score -11146.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11213.266602 Penalty: 506.719360
	Iteration 4F: 3 clusters Score -11213.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11245.756836 Penalty: 506.719360
	Iteration 5F: 3 clusters Score -11245.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11270.984375 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -11270.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11293.170898 Penalty: 506.719360
	Iteration 7Q: 3 clusters Score -11293.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11302.679688 Penalty: 506.719360
	Iteration 8Q: 3 clusters Score -11302.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11307.440430 Penalty: 506.719360
	Iteration 9Q: 3 clusters Score -11307.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11310.375977 Penalty: 506.719360
	Iteration 10Q: 3 clusters Score -11310.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11310.375977 Penalty: 506.719360
	Iteration 11F: 3 clusters Score -11310.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 88332 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 79421 members 
Mstep: Class 6 contains 167080 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 30292 members 
Mstep: Class 11 contains 86401 members 
Mstep: Class 12 contains 25585 members 
Mstep: Class 13 contains 63510 members 
Mstep: Class 14 contains 16000 members 
Mstep: Class 15 contains 85618 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 17 contains 14197 members 
Mstep: Class 18 contains 73618 members 
Mstep: Class 19 contains 75164 members 
Mstep: Class 20 contains 116366 members 
Mstep: Class 21 contains 46883 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 39787 members 
Mstep: Class 25 contains 9364 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 23878 members 
Mstep: Class 28 contains 6063 members 
Mstep: Class 29 contains 155400 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2844 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 11466 members 
Mstep: Class 34 contains 98283 members 
Mstep: Class 35 contains 188 members 
Mstep: Class 36 contains 96681 members 
Mstep: Class 37 contains 88377 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 79851 members 
Mstep: Class 41 contains 4234 members 
Mstep: Class 42 contains 74 members 
Entering Unmasked Estep 
Score: -87410360.000000 Penalty: 27449.218750
Splitting cluster 35 changes total score from -87410744.000000 to -87410360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (96681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Entering Unmasked Estep 
Score: -5291827.000000 Penalty: 522.302307
	Iteration 0F: 2 clusters Score -5291827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -5228450.500000 Penalty: 1044.604614
	Iteration 0F: 3 clusters Score -5228450 nChanged 47367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -5256496.500000 Penalty: 1044.604614
	Iteration 1F: 3 clusters Score -5256496 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -5257221.500000 Penalty: 1044.604614
	Iteration 2Q: 3 clusters Score -5257222 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5258417.000000 Penalty: 1044.604614
	Iteration 3Q: 3 clusters Score -5258417 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5260575.500000 Penalty: 1044.604614
	Iteration 4Q: 3 clusters Score -5260576 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -5264489.500000 Penalty: 1044.604614
	Iteration 5F: 3 clusters Score -5264490 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67511 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -5269817.000000 Penalty: 1044.604614
	Iteration 6F: 3 clusters Score -5269817 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -5275233.500000 Penalty: 1044.604614
	Iteration 7F: 3 clusters Score -5275234 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -5278988.000000 Penalty: 1044.604614
	Iteration 8F: 3 clusters Score -5278988 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -5280901.500000 Penalty: 1044.604614
	Iteration 9Q: 3 clusters Score -5280902 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -5282022.500000 Penalty: 1044.604614
	Iteration 10Q: 3 clusters Score -5282022 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -5282883.000000 Penalty: 1044.604614
	Iteration 11Q: 3 clusters Score -5282883 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -5283655.000000 Penalty: 1044.604614
	Iteration 12Q: 3 clusters Score -5283655 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -5284443.000000 Penalty: 1044.604614
	Iteration 13Q: 3 clusters Score -5284443 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -5285138.500000 Penalty: 1044.604614
	Iteration 14Q: 3 clusters Score -5285138 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -5285835.500000 Penalty: 1044.604614
	Iteration 15Q: 3 clusters Score -5285836 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -5286503.500000 Penalty: 1044.604614
	Iteration 16Q: 3 clusters Score -5286504 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -5287160.000000 Penalty: 1044.604614
	Iteration 17Q: 3 clusters Score -5287160 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -5287776.500000 Penalty: 1044.604614
	Iteration 18Q: 3 clusters Score -5287776 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -5288342.500000 Penalty: 1044.604614
	Iteration 19Q: 3 clusters Score -5288342 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -5288842.500000 Penalty: 1044.604614
	Iteration 20F: 3 clusters Score -5288842 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5289362.500000 Penalty: 1044.604614
	Iteration 21Q: 3 clusters Score -5289362 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5289719.000000 Penalty: 1044.604614
	Iteration 22Q: 3 clusters Score -5289719 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94693 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5290051.500000 Penalty: 1044.604614
	Iteration 23Q: 3 clusters Score -5290052 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5290311.500000 Penalty: 1044.604614
	Iteration 24Q: 3 clusters Score -5290312 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95377 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5290521.500000 Penalty: 1044.604614
	Iteration 25Q: 3 clusters Score -5290522 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5290747.500000 Penalty: 1044.604614
	Iteration 26Q: 3 clusters Score -5290748 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95810 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5290909.500000 Penalty: 1044.604614
	Iteration 27Q: 3 clusters Score -5290910 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5290975.500000 Penalty: 1044.604614
	Iteration 28Q: 3 clusters Score -5290976 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96020 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5291037.000000 Penalty: 1044.604614
	Iteration 29Q: 3 clusters Score -5291037 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5291090.000000 Penalty: 1044.604614
	Iteration 30Q: 3 clusters Score -5291090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5291113.000000 Penalty: 1044.604614
	Iteration 31Q: 3 clusters Score -5291113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96168 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5291136.500000 Penalty: 1044.604614
	Iteration 32Q: 3 clusters Score -5291136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5291171.000000 Penalty: 1044.604614
	Iteration 33Q: 3 clusters Score -5291171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5291205.000000 Penalty: 1044.604614
	Iteration 34Q: 3 clusters Score -5291205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96269 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5291231.500000 Penalty: 1044.604614
	Iteration 35Q: 3 clusters Score -5291232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96292 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5291239.000000 Penalty: 1044.604614
	Iteration 36Q: 3 clusters Score -5291239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5291256.000000 Penalty: 1044.604614
	Iteration 37Q: 3 clusters Score -5291256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5291261.000000 Penalty: 1044.604614
	Iteration 38Q: 3 clusters Score -5291261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96342 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5291278.500000 Penalty: 1044.604614
	Iteration 39Q: 3 clusters Score -5291278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5291285.000000 Penalty: 1044.604614
	Iteration 40F: 3 clusters Score -5291285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5291293.500000 Penalty: 1044.604614
	Iteration 41Q: 3 clusters Score -5291294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5291308.500000 Penalty: 1044.604614
	Iteration 42Q: 3 clusters Score -5291308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5291316.000000 Penalty: 1044.604614
	Iteration 43Q: 3 clusters Score -5291316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5291318.000000 Penalty: 1044.604614
	Iteration 44Q: 3 clusters Score -5291318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5291322.500000 Penalty: 1044.604614
	Iteration 45Q: 3 clusters Score -5291322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96404 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5291325.500000 Penalty: 1044.604614
	Iteration 46Q: 3 clusters Score -5291326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5291326.000000 Penalty: 1044.604614
	Iteration 47Q: 3 clusters Score -5291326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5291330.000000 Penalty: 1044.604614
	Iteration 48Q: 3 clusters Score -5291330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5291331.500000 Penalty: 1044.604614
	Iteration 49Q: 3 clusters Score -5291332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5291334.000000 Penalty: 1044.604614
	Iteration 50Q: 3 clusters Score -5291334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5291333.500000 Penalty: 1044.604614
	Iteration 51Q: 3 clusters Score -5291334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96429 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5291334.000000 Penalty: 1044.604614
	Iteration 52Q: 3 clusters Score -5291334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5291333.500000 Penalty: 1044.604614
	Iteration 53Q: 3 clusters Score -5291334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5291333.500000 Penalty: 1044.604614
	Iteration 54F: 3 clusters Score -5291334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (88377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Entering Unmasked Estep 
Score: -4924374.000000 Penalty: 518.216187
	Iteration 0F: 2 clusters Score -4924374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -4865769.000000 Penalty: 1036.432373
	Iteration 0F: 3 clusters Score -4865769 nChanged 43214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -4891494.500000 Penalty: 1036.432373
	Iteration 1F: 3 clusters Score -4891494 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -4892442.500000 Penalty: 1036.432373
	Iteration 2Q: 3 clusters Score -4892442 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -4894015.000000 Penalty: 1036.432373
	Iteration 3Q: 3 clusters Score -4894015 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -4896756.500000 Penalty: 1036.432373
	Iteration 4F: 3 clusters Score -4896756 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -4901491.000000 Penalty: 1036.432373
	Iteration 5F: 3 clusters Score -4901491 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -4908543.000000 Penalty: 1036.432373
	Iteration 6F: 3 clusters Score -4908543 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -4916034.500000 Penalty: 1036.432373
	Iteration 7F: 3 clusters Score -4916034 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -4920981.500000 Penalty: 1036.432373
	Iteration 8F: 3 clusters Score -4920982 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -4923136.000000 Penalty: 1036.432373
	Iteration 9Q: 3 clusters Score -4923136 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -4923727.000000 Penalty: 1036.432373
	Iteration 10Q: 3 clusters Score -4923727 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -4923881.500000 Penalty: 1036.432373
	Iteration 11Q: 3 clusters Score -4923882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -4923917.500000 Penalty: 1036.432373
	Iteration 12Q: 3 clusters Score -4923918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -4923931.000000 Penalty: 1036.432373
	Iteration 13Q: 3 clusters Score -4923931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 88243 members 
Entering Unmasked Estep 
Score: -4923938.500000 Penalty: 1036.432373
	Iteration 14Q: 3 clusters Score -4923938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -4923949.000000 Penalty: 1036.432373
	Iteration 15Q: 3 clusters Score -4923949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 88244 members 
Entering Unmasked Estep 
Score: -4923952.000000 Penalty: 1036.432373
	Iteration 16Q: 3 clusters Score -4923952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -4923956.500000 Penalty: 1036.432373
	Iteration 17Q: 3 clusters Score -4923956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 88250 members 
Entering Unmasked Estep 
Score: -4923960.000000 Penalty: 1036.432373
	Iteration 18Q: 3 clusters Score -4923960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 88251 members 
Entering Unmasked Estep 
Score: -4923963.000000 Penalty: 1036.432373
	Iteration 19Q: 3 clusters Score -4923963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -4923965.500000 Penalty: 1036.432373
	Iteration 20F: 3 clusters Score -4923966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -4923966.500000 Penalty: 1036.432373
	Iteration 21Q: 3 clusters Score -4923966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -4923968.500000 Penalty: 1036.432373
	Iteration 22Q: 3 clusters Score -4923968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -4923965.500000 Penalty: 1036.432373
	Iteration 23Q: 3 clusters Score -4923966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -4923965.500000 Penalty: 1036.432373
	Iteration 24F: 3 clusters Score -4923966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -27646.693359 Penalty: 284.723877
	Iteration 0F: 2 clusters Score -27646.69 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 232 members 
Entering Unmasked Estep 
Score: -27145.226562 Penalty: 569.447754
	Iteration 0F: 3 clusters Score -27145.23 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27261.609375 Penalty: 569.447754
	Iteration 1F: 3 clusters Score -27261.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27290.978516 Penalty: 569.447754
	Iteration 2F: 3 clusters Score -27290.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27315.878906 Penalty: 569.447754
	Iteration 3F: 3 clusters Score -27315.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27338.988281 Penalty: 569.447754
	Iteration 4Q: 3 clusters Score -27338.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27359.001953 Penalty: 569.447754
	Iteration 5Q: 3 clusters Score -27359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27371.402344 Penalty: 569.447754
	Iteration 6Q: 3 clusters Score -27371.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27379.175781 Penalty: 569.447754
	Iteration 7Q: 3 clusters Score -27379.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27387.382812 Penalty: 569.447754
	Iteration 8Q: 3 clusters Score -27387.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27394.179688 Penalty: 569.447754
	Iteration 9Q: 3 clusters Score -27394.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27399.066406 Penalty: 569.447754
	Iteration 10Q: 3 clusters Score -27399.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27406.332031 Penalty: 569.447754
	Iteration 11Q: 3 clusters Score -27406.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27410.517578 Penalty: 569.447754
	Iteration 12Q: 3 clusters Score -27410.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27413.306641 Penalty: 569.447754
	Iteration 13Q: 3 clusters Score -27413.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27414.359375 Penalty: 569.447754
	Iteration 14Q: 3 clusters Score -27414.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27414.359375 Penalty: 569.447754
	Iteration 15F: 3 clusters Score -27414.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -106915.210938 Penalty: 350.094879
	Iteration 0F: 2 clusters Score -106915.2 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 1081 members 
Entering Unmasked Estep 
Score: -105351.882812 Penalty: 700.189758
	Iteration 0F: 3 clusters Score -105351.9 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -105904.679688 Penalty: 700.189758
	Iteration 1F: 3 clusters Score -105904.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -106021.046875 Penalty: 700.189758
	Iteration 2F: 3 clusters Score -106021 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -106127.992188 Penalty: 700.189758
	Iteration 3F: 3 clusters Score -106128 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -106239.914062 Penalty: 700.189758
	Iteration 4F: 3 clusters Score -106239.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -106365.046875 Penalty: 700.189758
	Iteration 5F: 3 clusters Score -106365 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106467.289062 Penalty: 700.189758
	Iteration 6Q: 3 clusters Score -106467.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106561.726562 Penalty: 700.189758
	Iteration 7Q: 3 clusters Score -106561.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106628.101562 Penalty: 700.189758
	Iteration 8Q: 3 clusters Score -106628.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -106665.742188 Penalty: 700.189758
	Iteration 9Q: 3 clusters Score -106665.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -106683.593750 Penalty: 700.189758
	Iteration 10Q: 3 clusters Score -106683.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106691.890625 Penalty: 700.189758
	Iteration 11Q: 3 clusters Score -106691.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106697.828125 Penalty: 700.189758
	Iteration 12Q: 3 clusters Score -106697.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106703.039062 Penalty: 700.189758
	Iteration 13Q: 3 clusters Score -106703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106707.304688 Penalty: 700.189758
	Iteration 14Q: 3 clusters Score -106707.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -106709.960938 Penalty: 700.189758
	Iteration 15Q: 3 clusters Score -106710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106712.476562 Penalty: 700.189758
	Iteration 16Q: 3 clusters Score -106712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -106713.242188 Penalty: 700.189758
	Iteration 17Q: 3 clusters Score -106713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106713.640625 Penalty: 700.189758
	Iteration 18Q: 3 clusters Score -106713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106714.078125 Penalty: 700.189758
	Iteration 19Q: 3 clusters Score -106714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106714.437500 Penalty: 700.189758
	Iteration 20F: 3 clusters Score -106714.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106714.531250 Penalty: 700.189758
	Iteration 21Q: 3 clusters Score -106714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106714.531250 Penalty: 700.189758
	Iteration 22F: 3 clusters Score -106714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (79851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79851 members 
Entering Unmasked Estep 
Score: -4190163.000000 Penalty: 513.600281
	Iteration 0F: 2 clusters Score -4190163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -4136780.750000 Penalty: 1027.200562
	Iteration 0F: 3 clusters Score -4136781 nChanged 38890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4161493.500000 Penalty: 1027.200562
	Iteration 1F: 3 clusters Score -4161494 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -4163897.250000 Penalty: 1027.200562
	Iteration 2F: 3 clusters Score -4163897 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -4167765.000000 Penalty: 1027.200562
	Iteration 3F: 3 clusters Score -4167765 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -4173499.750000 Penalty: 1027.200562
	Iteration 4F: 3 clusters Score -4173500 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -4180163.250000 Penalty: 1027.200562
	Iteration 5F: 3 clusters Score -4180163 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4185327.250000 Penalty: 1027.200562
	Iteration 6F: 3 clusters Score -4185327 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4187905.750000 Penalty: 1027.200562
	Iteration 7Q: 3 clusters Score -4187906 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4188894.500000 Penalty: 1027.200562
	Iteration 8Q: 3 clusters Score -4188894 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78921 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4189315.750000 Penalty: 1027.200562
	Iteration 9Q: 3 clusters Score -4189316 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4189584.500000 Penalty: 1027.200562
	Iteration 10Q: 3 clusters Score -4189584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4189694.250000 Penalty: 1027.200562
	Iteration 11Q: 3 clusters Score -4189694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4189760.000000 Penalty: 1027.200562
	Iteration 12Q: 3 clusters Score -4189760 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4189800.500000 Penalty: 1027.200562
	Iteration 13Q: 3 clusters Score -4189800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4189831.750000 Penalty: 1027.200562
	Iteration 14Q: 3 clusters Score -4189832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4189850.000000 Penalty: 1027.200562
	Iteration 15Q: 3 clusters Score -4189850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4189876.250000 Penalty: 1027.200562
	Iteration 16Q: 3 clusters Score -4189876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4189892.000000 Penalty: 1027.200562
	Iteration 17Q: 3 clusters Score -4189892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79360 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4189904.500000 Penalty: 1027.200562
	Iteration 18Q: 3 clusters Score -4189904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4189910.000000 Penalty: 1027.200562
	Iteration 19Q: 3 clusters Score -4189910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4189921.750000 Penalty: 1027.200562
	Iteration 20F: 3 clusters Score -4189922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4189924.750000 Penalty: 1027.200562
	Iteration 21Q: 3 clusters Score -4189925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4189946.250000 Penalty: 1027.200562
	Iteration 22Q: 3 clusters Score -4189946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4189961.000000 Penalty: 1027.200562
	Iteration 23Q: 3 clusters Score -4189961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4189973.250000 Penalty: 1027.200562
	Iteration 24Q: 3 clusters Score -4189973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79372 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4189981.750000 Penalty: 1027.200562
	Iteration 25Q: 3 clusters Score -4189982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4189986.250000 Penalty: 1027.200562
	Iteration 26Q: 3 clusters Score -4189986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4189981.250000 Penalty: 1027.200562
	Iteration 27Q: 3 clusters Score -4189981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4189983.750000 Penalty: 1027.200562
	Iteration 28Q: 3 clusters Score -4189984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4189982.000000 Penalty: 1027.200562
	Iteration 29Q: 3 clusters Score -4189982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4189983.750000 Penalty: 1027.200562
	Iteration 30Q: 3 clusters Score -4189984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4189976.750000 Penalty: 1027.200562
	Iteration 31Q: 3 clusters Score -4189977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4189982.000000 Penalty: 1027.200562
	Iteration 32Q: 3 clusters Score -4189982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4189979.000000 Penalty: 1027.200562
	Iteration 33Q: 3 clusters Score -4189979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79344 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4189978.250000 Penalty: 1027.200562
	Iteration 34Q: 3 clusters Score -4189978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4189980.250000 Penalty: 1027.200562
	Iteration 35Q: 3 clusters Score -4189980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4189978.000000 Penalty: 1027.200562
	Iteration 36Q: 3 clusters Score -4189978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4189976.500000 Penalty: 1027.200562
	Iteration 37Q: 3 clusters Score -4189976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79339 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4189976.500000 Penalty: 1027.200562
	Iteration 38F: 3 clusters Score -4189976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Entering Unmasked Estep 
Score: -221514.406250 Penalty: 379.966064
	Iteration 0F: 2 clusters Score -221514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -218665.218750 Penalty: 759.932129
	Iteration 0F: 3 clusters Score -218665.2 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -219750.921875 Penalty: 759.932129
	Iteration 1F: 3 clusters Score -219750.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -219865.890625 Penalty: 759.932129
	Iteration 2F: 3 clusters Score -219865.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -219983.484375 Penalty: 759.932129
	Iteration 3Q: 3 clusters Score -219983.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -220168.328125 Penalty: 759.932129
	Iteration 4Q: 3 clusters Score -220168.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -220402.015625 Penalty: 759.932129
	Iteration 5F: 3 clusters Score -220402 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -220589.046875 Penalty: 759.932129
	Iteration 6F: 3 clusters Score -220589 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -220698.531250 Penalty: 759.932129
	Iteration 7Q: 3 clusters Score -220698.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -220753.656250 Penalty: 759.932129
	Iteration 8Q: 3 clusters Score -220753.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -220783.125000 Penalty: 759.932129
	Iteration 9Q: 3 clusters Score -220783.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -220804.421875 Penalty: 759.932129
	Iteration 10Q: 3 clusters Score -220804.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -220828.468750 Penalty: 759.932129
	Iteration 11Q: 3 clusters Score -220828.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -220854.609375 Penalty: 759.932129
	Iteration 12Q: 3 clusters Score -220854.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -220875.906250 Penalty: 759.932129
	Iteration 13Q: 3 clusters Score -220875.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -220898.093750 Penalty: 759.932129
	Iteration 14Q: 3 clusters Score -220898.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -220920.500000 Penalty: 759.932129
	Iteration 15Q: 3 clusters Score -220920.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -220933.609375 Penalty: 759.932129
	Iteration 16Q: 3 clusters Score -220933.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -220946.843750 Penalty: 759.932129
	Iteration 17Q: 3 clusters Score -220946.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -220958.546875 Penalty: 759.932129
	Iteration 18Q: 3 clusters Score -220958.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -220969.187500 Penalty: 759.932129
	Iteration 19Q: 3 clusters Score -220969.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -220980.781250 Penalty: 759.932129
	Iteration 20F: 3 clusters Score -220980.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -220996.265625 Penalty: 759.932129
	Iteration 21Q: 3 clusters Score -220996.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -221007.140625 Penalty: 759.932129
	Iteration 22Q: 3 clusters Score -221007.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -221016.906250 Penalty: 759.932129
	Iteration 23Q: 3 clusters Score -221016.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -221025.750000 Penalty: 759.932129
	Iteration 24Q: 3 clusters Score -221025.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -221036.515625 Penalty: 759.932129
	Iteration 25Q: 3 clusters Score -221036.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -221047.468750 Penalty: 759.932129
	Iteration 26Q: 3 clusters Score -221047.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -221056.296875 Penalty: 759.932129
	Iteration 27Q: 3 clusters Score -221056.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -221064.593750 Penalty: 759.932129
	Iteration 28Q: 3 clusters Score -221064.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -221074.187500 Penalty: 759.932129
	Iteration 29Q: 3 clusters Score -221074.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -221083.218750 Penalty: 759.932129
	Iteration 30Q: 3 clusters Score -221083.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -221090.812500 Penalty: 759.932129
	Iteration 31Q: 3 clusters Score -221090.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -221095.859375 Penalty: 759.932129
	Iteration 32Q: 3 clusters Score -221095.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -221101.937500 Penalty: 759.932129
	Iteration 33Q: 3 clusters Score -221101.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -221105.078125 Penalty: 759.932129
	Iteration 34Q: 3 clusters Score -221105.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -221107.250000 Penalty: 759.932129
	Iteration 35Q: 3 clusters Score -221107.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -221110.906250 Penalty: 759.932129
	Iteration 36Q: 3 clusters Score -221110.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -221113.953125 Penalty: 759.932129
	Iteration 37Q: 3 clusters Score -221114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -221116.593750 Penalty: 759.932129
	Iteration 38Q: 3 clusters Score -221116.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -221119.890625 Penalty: 759.932129
	Iteration 39Q: 3 clusters Score -221119.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -221123.859375 Penalty: 759.932129
	Iteration 40F: 3 clusters Score -221123.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -221127.593750 Penalty: 759.932129
	Iteration 41Q: 3 clusters Score -221127.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -221129.828125 Penalty: 759.932129
	Iteration 42Q: 3 clusters Score -221129.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -221131.000000 Penalty: 759.932129
	Iteration 43Q: 3 clusters Score -221131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -221132.437500 Penalty: 759.932129
	Iteration 44Q: 3 clusters Score -221132.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -221133.421875 Penalty: 759.932129
	Iteration 45Q: 3 clusters Score -221133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -221134.500000 Penalty: 759.932129
	Iteration 46Q: 3 clusters Score -221134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -221135.234375 Penalty: 759.932129
	Iteration 47Q: 3 clusters Score -221135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -221135.562500 Penalty: 759.932129
	Iteration 48Q: 3 clusters Score -221135.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -221135.296875 Penalty: 759.932129
	Iteration 49Q: 3 clusters Score -221135.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -221135.812500 Penalty: 759.932129
	Iteration 50Q: 3 clusters Score -221135.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -221135.953125 Penalty: 759.932129
	Iteration 51Q: 3 clusters Score -221136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -221136.125000 Penalty: 759.932129
	Iteration 52Q: 3 clusters Score -221136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -221136.375000 Penalty: 759.932129
	Iteration 53Q: 3 clusters Score -221136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -221137.234375 Penalty: 759.932129
	Iteration 54Q: 3 clusters Score -221137.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -221138.171875 Penalty: 759.932129
	Iteration 55Q: 3 clusters Score -221138.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -221139.234375 Penalty: 759.932129
	Iteration 56Q: 3 clusters Score -221139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -221139.750000 Penalty: 759.932129
	Iteration 57Q: 3 clusters Score -221139.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -221140.093750 Penalty: 759.932129
	Iteration 58Q: 3 clusters Score -221140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -221140.093750 Penalty: 759.932129
	Iteration 59F: 3 clusters Score -221140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 88332 members 
Mstep: Class 4 contains 5984 members 
Mstep: Class 5 contains 79421 members 
Mstep: Class 6 contains 167080 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1640 members 
Mstep: Class 10 contains 30292 members 
Mstep: Class 11 contains 86401 members 
Mstep: Class 12 contains 25585 members 
Mstep: Class 13 contains 63510 members 
Mstep: Class 14 contains 16000 members 
Mstep: Class 15 contains 85618 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 17 contains 14197 members 
Mstep: Class 18 contains 73618 members 
Mstep: Class 19 contains 75164 members 
Mstep: Class 20 contains 116366 members 
Mstep: Class 21 contains 46883 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 39787 members 
Mstep: Class 25 contains 9364 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 23878 members 
Mstep: Class 28 contains 6063 members 
Mstep: Class 29 contains 155400 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2844 members 
Mstep: Class 32 contains 12787 members 
Mstep: Class 33 contains 11466 members 
Mstep: Class 34 contains 98283 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 96681 members 
Mstep: Class 37 contains 88377 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 79851 members 
Mstep: Class 41 contains 4234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410728.000000 Penalty: 26795.666016
Iteration 279Q: 42 clusters Score -8.741073e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 4213 members 
Mstep: Class 3 contains 88227 members 
Mstep: Class 4 contains 5952 members 
Mstep: Class 5 contains 79365 members 
Mstep: Class 6 contains 167034 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1642 members 
Mstep: Class 10 contains 30426 members 
Mstep: Class 11 contains 86542 members 
Mstep: Class 12 contains 25540 members 
Mstep: Class 13 contains 63543 members 
Mstep: Class 14 contains 16042 members 
Mstep: Class 15 contains 85626 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 17 contains 14206 members 
Mstep: Class 18 contains 73703 members 
Mstep: Class 19 contains 75112 members 
Mstep: Class 20 contains 116307 members 
Mstep: Class 21 contains 46867 members 
Mstep: Class 22 contains 2506 members 
Mstep: Class 23 contains 5100 members 
Mstep: Class 24 contains 39787 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 2532 members 
Mstep: Class 27 contains 23794 members 
Mstep: Class 28 contains 6062 members 
Mstep: Class 29 contains 155343 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2848 members 
Mstep: Class 32 contains 12805 members 
Mstep: Class 33 contains 11463 members 
Mstep: Class 34 contains 98380 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 96653 members 
Mstep: Class 37 contains 88349 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 79863 members 
Mstep: Class 41 contains 4254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410512.000000 Penalty: 26795.666016
Iteration 280F: 42 clusters Score -8.741051e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 88138 members 
Mstep: Class 4 contains 5915 members 
Mstep: Class 5 contains 79330 members 
Mstep: Class 6 contains 166961 members 
Mstep: Class 7 contains 1955 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1641 members 
Mstep: Class 10 contains 30559 members 
Mstep: Class 11 contains 86665 members 
Mstep: Class 12 contains 25486 members 
Mstep: Class 13 contains 63569 members 
Mstep: Class 14 contains 16086 members 
Mstep: Class 15 contains 85627 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 14221 members 
Mstep: Class 18 contains 73771 members 
Mstep: Class 19 contains 75081 members 
Mstep: Class 20 contains 116284 members 
Mstep: Class 21 contains 46843 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 39795 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 2534 members 
Mstep: Class 27 contains 23706 members 
Mstep: Class 28 contains 6072 members 
Mstep: Class 29 contains 155310 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2854 members 
Mstep: Class 32 contains 12834 members 
Mstep: Class 33 contains 11463 members 
Mstep: Class 34 contains 98458 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 96604 members 
Mstep: Class 37 contains 88316 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 79846 members 
Mstep: Class 41 contains 4278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410808.000000 Penalty: 26795.666016
Iteration 281Q: 42 clusters Score -8.741081e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102833 members 
Mstep: Class 2 contains 4172 members 
Mstep: Class 3 contains 88055 members 
Mstep: Class 4 contains 5891 members 
Mstep: Class 5 contains 79296 members 
Mstep: Class 6 contains 166881 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1643 members 
Mstep: Class 10 contains 30674 members 
Mstep: Class 11 contains 86781 members 
Mstep: Class 12 contains 25435 members 
Mstep: Class 13 contains 63596 members 
Mstep: Class 14 contains 16129 members 
Mstep: Class 15 contains 85634 members 
Mstep: Class 16 contains 2296 members 
Mstep: Class 17 contains 14225 members 
Mstep: Class 18 contains 73840 members 
Mstep: Class 19 contains 75099 members 
Mstep: Class 20 contains 116282 members 
Mstep: Class 21 contains 46819 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 39794 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 2541 members 
Mstep: Class 27 contains 23639 members 
Mstep: Class 28 contains 6081 members 
Mstep: Class 29 contains 155245 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2863 members 
Mstep: Class 32 contains 12862 members 
Mstep: Class 33 contains 11460 members 
Mstep: Class 34 contains 98522 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 96546 members 
Mstep: Class 37 contains 88253 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 79848 members 
Mstep: Class 41 contains 4295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411064.000000 Penalty: 26795.666016
Iteration 282Q: 42 clusters Score -8.741106e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102873 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 87940 members 
Mstep: Class 4 contains 5860 members 
Mstep: Class 5 contains 79250 members 
Mstep: Class 6 contains 166755 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 30776 members 
Mstep: Class 11 contains 86892 members 
Mstep: Class 12 contains 25371 members 
Mstep: Class 13 contains 63631 members 
Mstep: Class 14 contains 16166 members 
Mstep: Class 15 contains 85626 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 17 contains 14225 members 
Mstep: Class 18 contains 73978 members 
Mstep: Class 19 contains 75103 members 
Mstep: Class 20 contains 116310 members 
Mstep: Class 21 contains 46792 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 5018 members 
Mstep: Class 24 contains 39798 members 
Mstep: Class 25 contains 9359 members 
Mstep: Class 26 contains 2547 members 
Mstep: Class 27 contains 23577 members 
Mstep: Class 28 contains 6100 members 
Mstep: Class 29 contains 155200 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2873 members 
Mstep: Class 32 contains 12889 members 
Mstep: Class 33 contains 11465 members 
Mstep: Class 34 contains 98566 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 96503 members 
Mstep: Class 37 contains 88210 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 79845 members 
Mstep: Class 41 contains 4322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411040.000000 Penalty: 26795.666016
Iteration 283Q: 42 clusters Score -8.741104e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102947 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 87813 members 
Mstep: Class 4 contains 5837 members 
Mstep: Class 5 contains 79176 members 
Mstep: Class 6 contains 166638 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 30880 members 
Mstep: Class 11 contains 86998 members 
Mstep: Class 12 contains 25305 members 
Mstep: Class 13 contains 63646 members 
Mstep: Class 14 contains 16195 members 
Mstep: Class 15 contains 85610 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 14225 members 
Mstep: Class 18 contains 74137 members 
Mstep: Class 19 contains 75119 members 
Mstep: Class 20 contains 116346 members 
Mstep: Class 21 contains 46775 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 39809 members 
Mstep: Class 25 contains 9356 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 23519 members 
Mstep: Class 28 contains 6115 members 
Mstep: Class 29 contains 155168 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2884 members 
Mstep: Class 32 contains 12910 members 
Mstep: Class 33 contains 11463 members 
Mstep: Class 34 contains 98572 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 96478 members 
Mstep: Class 37 contains 88173 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 79824 members 
Mstep: Class 41 contains 4345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411000.000000 Penalty: 26795.666016
Iteration 284Q: 42 clusters Score -8.7411e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103014 members 
Mstep: Class 2 contains 4150 members 
Mstep: Class 3 contains 87705 members 
Mstep: Class 4 contains 5802 members 
Mstep: Class 5 contains 79110 members 
Mstep: Class 6 contains 166531 members 
Mstep: Class 7 contains 2003 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1645 members 
Mstep: Class 10 contains 30973 members 
Mstep: Class 11 contains 87085 members 
Mstep: Class 12 contains 25220 members 
Mstep: Class 13 contains 63658 members 
Mstep: Class 14 contains 16214 members 
Mstep: Class 15 contains 85595 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 14238 members 
Mstep: Class 18 contains 74299 members 
Mstep: Class 19 contains 75160 members 
Mstep: Class 20 contains 116412 members 
Mstep: Class 21 contains 46751 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 39818 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 23450 members 
Mstep: Class 28 contains 6125 members 
Mstep: Class 29 contains 155117 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2889 members 
Mstep: Class 32 contains 12934 members 
Mstep: Class 33 contains 11461 members 
Mstep: Class 34 contains 98567 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 96480 members 
Mstep: Class 37 contains 88115 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 79830 members 
Mstep: Class 41 contains 4368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411008.000000 Penalty: 26795.666016
Iteration 285Q: 42 clusters Score -8.741101e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103081 members 
Mstep: Class 2 contains 4134 members 
Mstep: Class 3 contains 87596 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 5 contains 79050 members 
Mstep: Class 6 contains 166379 members 
Mstep: Class 7 contains 2018 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 31063 members 
Mstep: Class 11 contains 87152 members 
Mstep: Class 12 contains 25132 members 
Mstep: Class 13 contains 63683 members 
Mstep: Class 14 contains 16240 members 
Mstep: Class 15 contains 85614 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 17 contains 14240 members 
Mstep: Class 18 contains 74431 members 
Mstep: Class 19 contains 75236 members 
Mstep: Class 20 contains 116554 members 
Mstep: Class 21 contains 46723 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 39826 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 2562 members 
Mstep: Class 27 contains 23390 members 
Mstep: Class 28 contains 6153 members 
Mstep: Class 29 contains 155036 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2902 members 
Mstep: Class 32 contains 12948 members 
Mstep: Class 33 contains 11457 members 
Mstep: Class 34 contains 98519 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 96468 members 
Mstep: Class 37 contains 88064 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 79824 members 
Mstep: Class 41 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411096.000000 Penalty: 26795.666016
Iteration 286Q: 42 clusters Score -8.74111e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103145 members 
Mstep: Class 2 contains 4119 members 
Mstep: Class 3 contains 87500 members 
Mstep: Class 4 contains 5758 members 
Mstep: Class 5 contains 78991 members 
Mstep: Class 6 contains 166212 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 31159 members 
Mstep: Class 11 contains 87221 members 
Mstep: Class 12 contains 25039 members 
Mstep: Class 13 contains 63693 members 
Mstep: Class 14 contains 16274 members 
Mstep: Class 15 contains 85648 members 
Mstep: Class 16 contains 2305 members 
Mstep: Class 17 contains 14254 members 
Mstep: Class 18 contains 74534 members 
Mstep: Class 19 contains 75308 members 
Mstep: Class 20 contains 116768 members 
Mstep: Class 21 contains 46696 members 
Mstep: Class 22 contains 2516 members 
Mstep: Class 23 contains 4943 members 
Mstep: Class 24 contains 39819 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 2567 members 
Mstep: Class 27 contains 23315 members 
Mstep: Class 28 contains 6188 members 
Mstep: Class 29 contains 154950 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2908 members 
Mstep: Class 32 contains 12960 members 
Mstep: Class 33 contains 11457 members 
Mstep: Class 34 contains 98424 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 96460 members 
Mstep: Class 37 contains 88015 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 79822 members 
Mstep: Class 41 contains 4401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410872.000000 Penalty: 26795.666016
Iteration 287Q: 42 clusters Score -8.741087e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 4095 members 
Mstep: Class 3 contains 87386 members 
Mstep: Class 4 contains 5749 members 
Mstep: Class 5 contains 78918 members 
Mstep: Class 6 contains 166058 members 
Mstep: Class 7 contains 2052 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 31249 members 
Mstep: Class 11 contains 87313 members 
Mstep: Class 12 contains 24970 members 
Mstep: Class 13 contains 63714 members 
Mstep: Class 14 contains 16311 members 
Mstep: Class 15 contains 85676 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 14270 members 
Mstep: Class 18 contains 74617 members 
Mstep: Class 19 contains 75350 members 
Mstep: Class 20 contains 116952 members 
Mstep: Class 21 contains 46667 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 4935 members 
Mstep: Class 24 contains 39824 members 
Mstep: Class 25 contains 9367 members 
Mstep: Class 26 contains 2576 members 
Mstep: Class 27 contains 23256 members 
Mstep: Class 28 contains 6212 members 
Mstep: Class 29 contains 154892 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2914 members 
Mstep: Class 32 contains 12972 members 
Mstep: Class 33 contains 11456 members 
Mstep: Class 34 contains 98291 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 96467 members 
Mstep: Class 37 contains 87994 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 79810 members 
Mstep: Class 41 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411136.000000 Penalty: 26795.666016
Iteration 288Q: 42 clusters Score -8.741114e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 87277 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 78871 members 
Mstep: Class 6 contains 165934 members 
Mstep: Class 7 contains 2069 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 31315 members 
Mstep: Class 11 contains 87403 members 
Mstep: Class 12 contains 24897 members 
Mstep: Class 13 contains 63718 members 
Mstep: Class 14 contains 16332 members 
Mstep: Class 15 contains 85701 members 
Mstep: Class 16 contains 2316 members 
Mstep: Class 17 contains 14286 members 
Mstep: Class 18 contains 74696 members 
Mstep: Class 19 contains 75372 members 
Mstep: Class 20 contains 117147 members 
Mstep: Class 21 contains 46642 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 39827 members 
Mstep: Class 25 contains 9369 members 
Mstep: Class 26 contains 2581 members 
Mstep: Class 27 contains 23218 members 
Mstep: Class 28 contains 6227 members 
Mstep: Class 29 contains 154862 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2918 members 
Mstep: Class 32 contains 12986 members 
Mstep: Class 33 contains 11454 members 
Mstep: Class 34 contains 98170 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 96477 members 
Mstep: Class 37 contains 87970 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 79777 members 
Mstep: Class 41 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411160.000000 Penalty: 26795.666016
Iteration 289Q: 42 clusters Score -8.741116e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 4047 members 
Mstep: Class 3 contains 87165 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 78834 members 
Mstep: Class 6 contains 165805 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 31394 members 
Mstep: Class 11 contains 87466 members 
Mstep: Class 12 contains 24806 members 
Mstep: Class 13 contains 63715 members 
Mstep: Class 14 contains 16356 members 
Mstep: Class 15 contains 85718 members 
Mstep: Class 16 contains 2317 members 
Mstep: Class 17 contains 14302 members 
Mstep: Class 18 contains 74802 members 
Mstep: Class 19 contains 75398 members 
Mstep: Class 20 contains 117343 members 
Mstep: Class 21 contains 46628 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 39845 members 
Mstep: Class 25 contains 9369 members 
Mstep: Class 26 contains 2588 members 
Mstep: Class 27 contains 23170 members 
Mstep: Class 28 contains 6242 members 
Mstep: Class 29 contains 154798 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 2923 members 
Mstep: Class 32 contains 13001 members 
Mstep: Class 33 contains 11455 members 
Mstep: Class 34 contains 98059 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96476 members 
Mstep: Class 37 contains 87967 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2197 members 
Mstep: Class 40 contains 79754 members 
Mstep: Class 41 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411272.000000 Penalty: 26795.666016
Iteration 290Q: 42 clusters Score -8.741127e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103370 members 
Mstep: Class 2 contains 4025 members 
Mstep: Class 3 contains 87034 members 
Mstep: Class 4 contains 5705 members 
Mstep: Class 5 contains 78789 members 
Mstep: Class 6 contains 165680 members 
Mstep: Class 7 contains 2093 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 31486 members 
Mstep: Class 11 contains 87526 members 
Mstep: Class 12 contains 24692 members 
Mstep: Class 13 contains 63724 members 
Mstep: Class 14 contains 16398 members 
Mstep: Class 15 contains 85763 members 
Mstep: Class 16 contains 2321 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 74891 members 
Mstep: Class 19 contains 75434 members 
Mstep: Class 20 contains 117563 members 
Mstep: Class 21 contains 46633 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 4914 members 
Mstep: Class 24 contains 39861 members 
Mstep: Class 25 contains 9370 members 
Mstep: Class 26 contains 2592 members 
Mstep: Class 27 contains 23117 members 
Mstep: Class 28 contains 6264 members 
Mstep: Class 29 contains 154732 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 2927 members 
Mstep: Class 32 contains 13012 members 
Mstep: Class 33 contains 11457 members 
Mstep: Class 34 contains 97920 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 96471 members 
Mstep: Class 37 contains 87960 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79713 members 
Mstep: Class 41 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411472.000000 Penalty: 26795.666016
Iteration 291Q: 42 clusters Score -8.741147e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103399 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 3 contains 86900 members 
Mstep: Class 4 contains 5681 members 
Mstep: Class 5 contains 78734 members 
Mstep: Class 6 contains 165567 members 
Mstep: Class 7 contains 2106 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 31564 members 
Mstep: Class 11 contains 87584 members 
Mstep: Class 12 contains 24567 members 
Mstep: Class 13 contains 63742 members 
Mstep: Class 14 contains 16447 members 
Mstep: Class 15 contains 85804 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 74943 members 
Mstep: Class 19 contains 75485 members 
Mstep: Class 20 contains 117790 members 
Mstep: Class 21 contains 46641 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 4901 members 
Mstep: Class 24 contains 39881 members 
Mstep: Class 25 contains 9366 members 
Mstep: Class 26 contains 2592 members 
Mstep: Class 27 contains 23070 members 
Mstep: Class 28 contains 6282 members 
Mstep: Class 29 contains 154712 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 2931 members 
Mstep: Class 32 contains 13023 members 
Mstep: Class 33 contains 11459 members 
Mstep: Class 34 contains 97774 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96513 members 
Mstep: Class 37 contains 87941 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79678 members 
Mstep: Class 41 contains 4502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411496.000000 Penalty: 26795.666016
Iteration 292Q: 42 clusters Score -8.74115e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 3988 members 
Mstep: Class 3 contains 86759 members 
Mstep: Class 4 contains 5666 members 
Mstep: Class 5 contains 78664 members 
Mstep: Class 6 contains 165474 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 31650 members 
Mstep: Class 11 contains 87649 members 
Mstep: Class 12 contains 24450 members 
Mstep: Class 13 contains 63760 members 
Mstep: Class 14 contains 16494 members 
Mstep: Class 15 contains 85834 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 14360 members 
Mstep: Class 18 contains 74970 members 
Mstep: Class 19 contains 75532 members 
Mstep: Class 20 contains 118036 members 
Mstep: Class 21 contains 46652 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 39901 members 
Mstep: Class 25 contains 9365 members 
Mstep: Class 26 contains 2593 members 
Mstep: Class 27 contains 23008 members 
Mstep: Class 28 contains 6292 members 
Mstep: Class 29 contains 154681 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 2935 members 
Mstep: Class 32 contains 13036 members 
Mstep: Class 33 contains 11459 members 
Mstep: Class 34 contains 97630 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96558 members 
Mstep: Class 37 contains 87936 members 
Mstep: Class 38 contains 515 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79643 members 
Mstep: Class 41 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411304.000000 Penalty: 26795.666016
Iteration 293Q: 42 clusters Score -8.74113e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 3981 members 
Mstep: Class 3 contains 86618 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 5 contains 78592 members 
Mstep: Class 6 contains 165356 members 
Mstep: Class 7 contains 2138 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 31727 members 
Mstep: Class 11 contains 87695 members 
Mstep: Class 12 contains 24342 members 
Mstep: Class 13 contains 63785 members 
Mstep: Class 14 contains 16533 members 
Mstep: Class 15 contains 85860 members 
Mstep: Class 16 contains 2322 members 
Mstep: Class 17 contains 14378 members 
Mstep: Class 18 contains 75005 members 
Mstep: Class 19 contains 75563 members 
Mstep: Class 20 contains 118285 members 
Mstep: Class 21 contains 46659 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 4889 members 
Mstep: Class 24 contains 39921 members 
Mstep: Class 25 contains 9364 members 
Mstep: Class 26 contains 2595 members 
Mstep: Class 27 contains 22958 members 
Mstep: Class 28 contains 6306 members 
Mstep: Class 29 contains 154641 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2937 members 
Mstep: Class 32 contains 13051 members 
Mstep: Class 33 contains 11458 members 
Mstep: Class 34 contains 97455 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96612 members 
Mstep: Class 37 contains 87960 members 
Mstep: Class 38 contains 513 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79610 members 
Mstep: Class 41 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411312.000000 Penalty: 26795.666016
Iteration 294Q: 42 clusters Score -8.741131e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 3 contains 86481 members 
Mstep: Class 4 contains 5632 members 
Mstep: Class 5 contains 78518 members 
Mstep: Class 6 contains 165253 members 
Mstep: Class 7 contains 2155 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 31801 members 
Mstep: Class 11 contains 87743 members 
Mstep: Class 12 contains 24225 members 
Mstep: Class 13 contains 63817 members 
Mstep: Class 14 contains 16581 members 
Mstep: Class 15 contains 85886 members 
Mstep: Class 16 contains 2328 members 
Mstep: Class 17 contains 14394 members 
Mstep: Class 18 contains 75074 members 
Mstep: Class 19 contains 75598 members 
Mstep: Class 20 contains 118508 members 
Mstep: Class 21 contains 46671 members 
Mstep: Class 22 contains 2532 members 
Mstep: Class 23 contains 4885 members 
Mstep: Class 24 contains 39927 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 2597 members 
Mstep: Class 27 contains 22910 members 
Mstep: Class 28 contains 6313 members 
Mstep: Class 29 contains 154616 members 
Mstep: Class 30 contains 417 members 
Mstep: Class 31 contains 2939 members 
Mstep: Class 32 contains 13064 members 
Mstep: Class 33 contains 11461 members 
Mstep: Class 34 contains 97279 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96666 members 
Mstep: Class 37 contains 87973 members 
Mstep: Class 38 contains 512 members 
Mstep: Class 39 contains 2194 members 
Mstep: Class 40 contains 79565 members 
Mstep: Class 41 contains 4535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411664.000000 Penalty: 26795.666016
Iteration 295Q: 42 clusters Score -8.741166e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 3952 members 
Mstep: Class 3 contains 86371 members 
Mstep: Class 4 contains 5616 members 
Mstep: Class 5 contains 78430 members 
Mstep: Class 6 contains 165124 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 31874 members 
Mstep: Class 11 contains 87789 members 
Mstep: Class 12 contains 24121 members 
Mstep: Class 13 contains 63845 members 
Mstep: Class 14 contains 16627 members 
Mstep: Class 15 contains 85915 members 
Mstep: Class 16 contains 2336 members 
Mstep: Class 17 contains 14413 members 
Mstep: Class 18 contains 75116 members 
Mstep: Class 19 contains 75627 members 
Mstep: Class 20 contains 118749 members 
Mstep: Class 21 contains 46678 members 
Mstep: Class 22 contains 2533 members 
Mstep: Class 23 contains 4880 members 
Mstep: Class 24 contains 39925 members 
Mstep: Class 25 contains 9362 members 
Mstep: Class 26 contains 2599 members 
Mstep: Class 27 contains 22854 members 
Mstep: Class 28 contains 6323 members 
Mstep: Class 29 contains 154586 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 2941 members 
Mstep: Class 32 contains 13093 members 
Mstep: Class 33 contains 11462 members 
Mstep: Class 34 contains 97083 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96727 members 
Mstep: Class 37 contains 87993 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2192 members 
Mstep: Class 40 contains 79554 members 
Mstep: Class 41 contains 4543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411776.000000 Penalty: 26795.666016
Iteration 296Q: 42 clusters Score -8.741178e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 3933 members 
Mstep: Class 3 contains 86259 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 78368 members 
Mstep: Class 6 contains 164983 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 31939 members 
Mstep: Class 11 contains 87844 members 
Mstep: Class 12 contains 24016 members 
Mstep: Class 13 contains 63882 members 
Mstep: Class 14 contains 16668 members 
Mstep: Class 15 contains 85948 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 14431 members 
Mstep: Class 18 contains 75180 members 
Mstep: Class 19 contains 75635 members 
Mstep: Class 20 contains 118979 members 
Mstep: Class 21 contains 46688 members 
Mstep: Class 22 contains 2534 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 39929 members 
Mstep: Class 25 contains 9362 members 
Mstep: Class 26 contains 2604 members 
Mstep: Class 27 contains 22796 members 
Mstep: Class 28 contains 6329 members 
Mstep: Class 29 contains 154567 members 
Mstep: Class 30 contains 418 members 
Mstep: Class 31 contains 2941 members 
Mstep: Class 32 contains 13114 members 
Mstep: Class 33 contains 11462 members 
Mstep: Class 34 contains 96917 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96772 members 
Mstep: Class 37 contains 87994 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2189 members 
Mstep: Class 40 contains 79535 members 
Mstep: Class 41 contains 4549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412048.000000 Penalty: 26795.666016
Iteration 297Q: 42 clusters Score -8.741205e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 86155 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 78283 members 
Mstep: Class 6 contains 164895 members 
Mstep: Class 7 contains 2181 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 32020 members 
Mstep: Class 11 contains 87869 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 63930 members 
Mstep: Class 14 contains 16709 members 
Mstep: Class 15 contains 85982 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 14444 members 
Mstep: Class 18 contains 75220 members 
Mstep: Class 19 contains 75634 members 
Mstep: Class 20 contains 119211 members 
Mstep: Class 21 contains 46694 members 
Mstep: Class 22 contains 2533 members 
Mstep: Class 23 contains 4866 members 
Mstep: Class 24 contains 39932 members 
Mstep: Class 25 contains 9360 members 
Mstep: Class 26 contains 2608 members 
Mstep: Class 27 contains 22718 members 
Mstep: Class 28 contains 6332 members 
Mstep: Class 29 contains 154555 members 
Mstep: Class 30 contains 419 members 
Mstep: Class 31 contains 2942 members 
Mstep: Class 32 contains 13128 members 
Mstep: Class 33 contains 11463 members 
Mstep: Class 34 contains 96748 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96853 members 
Mstep: Class 37 contains 88007 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2186 members 
Mstep: Class 40 contains 79505 members 
Mstep: Class 41 contains 4552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412000.000000 Penalty: 26795.666016
Iteration 298Q: 42 clusters Score -8.7412e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 3906 members 
Mstep: Class 3 contains 86084 members 
Mstep: Class 4 contains 5573 members 
Mstep: Class 5 contains 78201 members 
Mstep: Class 6 contains 164813 members 
Mstep: Class 7 contains 2188 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 32128 members 
Mstep: Class 11 contains 87901 members 
Mstep: Class 12 contains 23803 members 
Mstep: Class 13 contains 63965 members 
Mstep: Class 14 contains 16748 members 
Mstep: Class 15 contains 86001 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 14453 members 
Mstep: Class 18 contains 75255 members 
Mstep: Class 19 contains 75647 members 
Mstep: Class 20 contains 119433 members 
Mstep: Class 21 contains 46695 members 
Mstep: Class 22 contains 2534 members 
Mstep: Class 23 contains 4861 members 
Mstep: Class 24 contains 39931 members 
Mstep: Class 25 contains 9361 members 
Mstep: Class 26 contains 2614 members 
Mstep: Class 27 contains 22635 members 
Mstep: Class 28 contains 6336 members 
Mstep: Class 29 contains 154540 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 13149 members 
Mstep: Class 33 contains 11455 members 
Mstep: Class 34 contains 96583 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96924 members 
Mstep: Class 37 contains 87990 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2186 members 
Mstep: Class 40 contains 79486 members 
Mstep: Class 41 contains 4556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411704.000000 Penalty: 26795.666016
Iteration 299Q: 42 clusters Score -8.74117e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 3895 members 
Mstep: Class 3 contains 86018 members 
Mstep: Class 4 contains 5554 members 
Mstep: Class 5 contains 78139 members 
Mstep: Class 6 contains 164752 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 32272 members 
Mstep: Class 11 contains 87942 members 
Mstep: Class 12 contains 23702 members 
Mstep: Class 13 contains 63999 members 
Mstep: Class 14 contains 16779 members 
Mstep: Class 15 contains 86031 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 14465 members 
Mstep: Class 18 contains 75265 members 
Mstep: Class 19 contains 75656 members 
Mstep: Class 20 contains 119671 members 
Mstep: Class 21 contains 46691 members 
Mstep: Class 22 contains 2535 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 39909 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 2618 members 
Mstep: Class 27 contains 22523 members 
Mstep: Class 28 contains 6339 members 
Mstep: Class 29 contains 154545 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 13169 members 
Mstep: Class 33 contains 11449 members 
Mstep: Class 34 contains 96427 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 96981 members 
Mstep: Class 37 contains 87951 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2186 members 
Mstep: Class 40 contains 79447 members 
Mstep: Class 41 contains 4563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411944.000000 Penalty: 26795.666016
Iteration 300F: 42 clusters Score -8.741194e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103820 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 85957 members 
Mstep: Class 4 contains 5540 members 
Mstep: Class 5 contains 78075 members 
Mstep: Class 6 contains 164684 members 
Mstep: Class 7 contains 2203 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 32411 members 
Mstep: Class 11 contains 87967 members 
Mstep: Class 12 contains 23610 members 
Mstep: Class 13 contains 64037 members 
Mstep: Class 14 contains 16807 members 
Mstep: Class 15 contains 86061 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 14478 members 
Mstep: Class 18 contains 75251 members 
Mstep: Class 19 contains 75658 members 
Mstep: Class 20 contains 119914 members 
Mstep: Class 21 contains 46695 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 4858 members 
Mstep: Class 24 contains 39888 members 
Mstep: Class 25 contains 9365 members 
Mstep: Class 26 contains 2622 members 
Mstep: Class 27 contains 22406 members 
Mstep: Class 28 contains 6343 members 
Mstep: Class 29 contains 154559 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 13189 members 
Mstep: Class 33 contains 11447 members 
Mstep: Class 34 contains 96256 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 97018 members 
Mstep: Class 37 contains 87943 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2186 members 
Mstep: Class 40 contains 79423 members 
Mstep: Class 41 contains 4573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411936.000000 Penalty: 26795.666016
Iteration 301Q: 42 clusters Score -8.741194e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 3865 members 
Mstep: Class 3 contains 85908 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 78022 members 
Mstep: Class 6 contains 164615 members 
Mstep: Class 7 contains 2214 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 32534 members 
Mstep: Class 11 contains 87982 members 
Mstep: Class 12 contains 23515 members 
Mstep: Class 13 contains 64072 members 
Mstep: Class 14 contains 16834 members 
Mstep: Class 15 contains 86103 members 
Mstep: Class 16 contains 2359 members 
Mstep: Class 17 contains 14496 members 
Mstep: Class 18 contains 75243 members 
Mstep: Class 19 contains 75665 members 
Mstep: Class 20 contains 120140 members 
Mstep: Class 21 contains 46686 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 4855 members 
Mstep: Class 24 contains 39861 members 
Mstep: Class 25 contains 9369 members 
Mstep: Class 26 contains 2625 members 
Mstep: Class 27 contains 22302 members 
Mstep: Class 28 contains 6341 members 
Mstep: Class 29 contains 154576 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 13213 members 
Mstep: Class 33 contains 11440 members 
Mstep: Class 34 contains 96093 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 97083 members 
Mstep: Class 37 contains 87924 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2187 members 
Mstep: Class 40 contains 79398 members 
Mstep: Class 41 contains 4583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411936.000000 Penalty: 26795.666016
Iteration 302Q: 42 clusters Score -8.741194e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103905 members 
Mstep: Class 2 contains 3836 members 
Mstep: Class 3 contains 85852 members 
Mstep: Class 4 contains 5512 members 
Mstep: Class 5 contains 77944 members 
Mstep: Class 6 contains 164570 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 32703 members 
Mstep: Class 11 contains 87981 members 
Mstep: Class 12 contains 23420 members 
Mstep: Class 13 contains 64103 members 
Mstep: Class 14 contains 16867 members 
Mstep: Class 15 contains 86137 members 
Mstep: Class 16 contains 2361 members 
Mstep: Class 17 contains 14507 members 
Mstep: Class 18 contains 75208 members 
Mstep: Class 19 contains 75647 members 
Mstep: Class 20 contains 120362 members 
Mstep: Class 21 contains 46686 members 
Mstep: Class 22 contains 2538 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 39834 members 
Mstep: Class 25 contains 9371 members 
Mstep: Class 26 contains 2629 members 
Mstep: Class 27 contains 22177 members 
Mstep: Class 28 contains 6333 members 
Mstep: Class 29 contains 154599 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 13245 members 
Mstep: Class 33 contains 11432 members 
Mstep: Class 34 contains 95941 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 97143 members 
Mstep: Class 37 contains 87940 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2188 members 
Mstep: Class 40 contains 79383 members 
Mstep: Class 41 contains 4591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411912.000000 Penalty: 26795.666016
Iteration 303Q: 42 clusters Score -8.741191e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 3802 members 
Mstep: Class 3 contains 85807 members 
Mstep: Class 4 contains 5509 members 
Mstep: Class 5 contains 77872 members 
Mstep: Class 6 contains 164550 members 
Mstep: Class 7 contains 2227 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1647 members 
Mstep: Class 10 contains 32868 members 
Mstep: Class 11 contains 87992 members 
Mstep: Class 12 contains 23326 members 
Mstep: Class 13 contains 64142 members 
Mstep: Class 14 contains 16906 members 
Mstep: Class 15 contains 86165 members 
Mstep: Class 16 contains 2363 members 
Mstep: Class 17 contains 14518 members 
Mstep: Class 18 contains 75152 members 
Mstep: Class 19 contains 75617 members 
Mstep: Class 20 contains 120590 members 
Mstep: Class 21 contains 46688 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 39818 members 
Mstep: Class 25 contains 9374 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 22054 members 
Mstep: Class 28 contains 6330 members 
Mstep: Class 29 contains 154604 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2952 members 
Mstep: Class 32 contains 13276 members 
Mstep: Class 33 contains 11428 members 
Mstep: Class 34 contains 95784 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 97167 members 
Mstep: Class 37 contains 87950 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2187 members 
Mstep: Class 40 contains 79378 members 
Mstep: Class 41 contains 4595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411992.000000 Penalty: 26795.666016
Iteration 304Q: 42 clusters Score -8.741199e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104004 members 
Mstep: Class 2 contains 3784 members 
Mstep: Class 3 contains 85772 members 
Mstep: Class 4 contains 5502 members 
Mstep: Class 5 contains 77767 members 
Mstep: Class 6 contains 164482 members 
Mstep: Class 7 contains 2233 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 33039 members 
Mstep: Class 11 contains 88018 members 
Mstep: Class 12 contains 23238 members 
Mstep: Class 13 contains 64185 members 
Mstep: Class 14 contains 16941 members 
Mstep: Class 15 contains 86187 members 
Mstep: Class 16 contains 2364 members 
Mstep: Class 17 contains 14527 members 
Mstep: Class 18 contains 75123 members 
Mstep: Class 19 contains 75582 members 
Mstep: Class 20 contains 120833 members 
Mstep: Class 21 contains 46698 members 
Mstep: Class 22 contains 2536 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 39804 members 
Mstep: Class 25 contains 9377 members 
Mstep: Class 26 contains 2628 members 
Mstep: Class 27 contains 21922 members 
Mstep: Class 28 contains 6331 members 
Mstep: Class 29 contains 154628 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2953 members 
Mstep: Class 32 contains 13296 members 
Mstep: Class 33 contains 11420 members 
Mstep: Class 34 contains 95602 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97230 members 
Mstep: Class 37 contains 87958 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2185 members 
Mstep: Class 40 contains 79368 members 
Mstep: Class 41 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411904.000000 Penalty: 26795.666016
Iteration 305Q: 42 clusters Score -8.74119e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104070 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 85723 members 
Mstep: Class 4 contains 5498 members 
Mstep: Class 5 contains 77677 members 
Mstep: Class 6 contains 164417 members 
Mstep: Class 7 contains 2238 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 33199 members 
Mstep: Class 11 contains 88028 members 
Mstep: Class 12 contains 23159 members 
Mstep: Class 13 contains 64236 members 
Mstep: Class 14 contains 16974 members 
Mstep: Class 15 contains 86223 members 
Mstep: Class 16 contains 2371 members 
Mstep: Class 17 contains 14536 members 
Mstep: Class 18 contains 75104 members 
Mstep: Class 19 contains 75542 members 
Mstep: Class 20 contains 121033 members 
Mstep: Class 21 contains 46708 members 
Mstep: Class 22 contains 2538 members 
Mstep: Class 23 contains 4859 members 
Mstep: Class 24 contains 39794 members 
Mstep: Class 25 contains 9378 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 21801 members 
Mstep: Class 28 contains 6328 members 
Mstep: Class 29 contains 154652 members 
Mstep: Class 30 contains 419 members 
Mstep: Class 31 contains 2956 members 
Mstep: Class 32 contains 13313 members 
Mstep: Class 33 contains 11413 members 
Mstep: Class 34 contains 95414 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97279 members 
Mstep: Class 37 contains 87959 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2185 members 
Mstep: Class 40 contains 79362 members 
Mstep: Class 41 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412024.000000 Penalty: 26795.666016
Iteration 306Q: 42 clusters Score -8.741202e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104138 members 
Mstep: Class 2 contains 3765 members 
Mstep: Class 3 contains 85683 members 
Mstep: Class 4 contains 5491 members 
Mstep: Class 5 contains 77593 members 
Mstep: Class 6 contains 164368 members 
Mstep: Class 7 contains 2240 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 33361 members 
Mstep: Class 11 contains 88043 members 
Mstep: Class 12 contains 23083 members 
Mstep: Class 13 contains 64271 members 
Mstep: Class 14 contains 17010 members 
Mstep: Class 15 contains 86242 members 
Mstep: Class 16 contains 2376 members 
Mstep: Class 17 contains 14545 members 
Mstep: Class 18 contains 75085 members 
Mstep: Class 19 contains 75502 members 
Mstep: Class 20 contains 121247 members 
Mstep: Class 21 contains 46727 members 
Mstep: Class 22 contains 2538 members 
Mstep: Class 23 contains 4863 members 
Mstep: Class 24 contains 39790 members 
Mstep: Class 25 contains 9380 members 
Mstep: Class 26 contains 2632 members 
Mstep: Class 27 contains 21663 members 
Mstep: Class 28 contains 6322 members 
Mstep: Class 29 contains 154664 members 
Mstep: Class 30 contains 419 members 
Mstep: Class 31 contains 2956 members 
Mstep: Class 32 contains 13327 members 
Mstep: Class 33 contains 11408 members 
Mstep: Class 34 contains 95221 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97344 members 
Mstep: Class 37 contains 87963 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2185 members 
Mstep: Class 40 contains 79337 members 
Mstep: Class 41 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412208.000000 Penalty: 26795.666016
Iteration 307Q: 42 clusters Score -8.741221e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104202 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 85648 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 5 contains 77518 members 
Mstep: Class 6 contains 164336 members 
Mstep: Class 7 contains 2246 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 33537 members 
Mstep: Class 11 contains 88057 members 
Mstep: Class 12 contains 23009 members 
Mstep: Class 13 contains 64311 members 
Mstep: Class 14 contains 17035 members 
Mstep: Class 15 contains 86262 members 
Mstep: Class 16 contains 2381 members 
Mstep: Class 17 contains 14553 members 
Mstep: Class 18 contains 75066 members 
Mstep: Class 19 contains 75474 members 
Mstep: Class 20 contains 121439 members 
Mstep: Class 21 contains 46749 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 4865 members 
Mstep: Class 24 contains 39784 members 
Mstep: Class 25 contains 9386 members 
Mstep: Class 26 contains 2634 members 
Mstep: Class 27 contains 21513 members 
Mstep: Class 28 contains 6315 members 
Mstep: Class 29 contains 154664 members 
Mstep: Class 30 contains 420 members 
Mstep: Class 31 contains 2957 members 
Mstep: Class 32 contains 13337 members 
Mstep: Class 33 contains 11406 members 
Mstep: Class 34 contains 95043 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97402 members 
Mstep: Class 37 contains 87945 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2185 members 
Mstep: Class 40 contains 79319 members 
Mstep: Class 41 contains 4605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412216.000000 Penalty: 26795.666016
Iteration 308Q: 42 clusters Score -8.741222e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104269 members 
Mstep: Class 2 contains 3753 members 
Mstep: Class 3 contains 85606 members 
Mstep: Class 4 contains 5477 members 
Mstep: Class 5 contains 77453 members 
Mstep: Class 6 contains 164329 members 
Mstep: Class 7 contains 2249 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 33714 members 
Mstep: Class 11 contains 88065 members 
Mstep: Class 12 contains 22939 members 
Mstep: Class 13 contains 64343 members 
Mstep: Class 14 contains 17054 members 
Mstep: Class 15 contains 86270 members 
Mstep: Class 16 contains 2390 members 
Mstep: Class 17 contains 14564 members 
Mstep: Class 18 contains 75012 members 
Mstep: Class 19 contains 75459 members 
Mstep: Class 20 contains 121613 members 
Mstep: Class 21 contains 46772 members 
Mstep: Class 22 contains 2536 members 
Mstep: Class 23 contains 4864 members 
Mstep: Class 24 contains 39779 members 
Mstep: Class 25 contains 9388 members 
Mstep: Class 26 contains 2636 members 
Mstep: Class 27 contains 21357 members 
Mstep: Class 28 contains 6314 members 
Mstep: Class 29 contains 154650 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2957 members 
Mstep: Class 32 contains 13351 members 
Mstep: Class 33 contains 11401 members 
Mstep: Class 34 contains 94906 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97454 members 
Mstep: Class 37 contains 87932 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2186 members 
Mstep: Class 40 contains 79316 members 
Mstep: Class 41 contains 4607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411976.000000 Penalty: 26795.666016
Iteration 309Q: 42 clusters Score -8.741198e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 85550 members 
Mstep: Class 4 contains 5460 members 
Mstep: Class 5 contains 77400 members 
Mstep: Class 6 contains 164292 members 
Mstep: Class 7 contains 2253 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1649 members 
Mstep: Class 10 contains 33881 members 
Mstep: Class 11 contains 88068 members 
Mstep: Class 12 contains 22866 members 
Mstep: Class 13 contains 64393 members 
Mstep: Class 14 contains 17068 members 
Mstep: Class 15 contains 86293 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 14577 members 
Mstep: Class 18 contains 74971 members 
Mstep: Class 19 contains 75435 members 
Mstep: Class 20 contains 121777 members 
Mstep: Class 21 contains 46801 members 
Mstep: Class 22 contains 2535 members 
Mstep: Class 23 contains 4864 members 
Mstep: Class 24 contains 39763 members 
Mstep: Class 25 contains 9391 members 
Mstep: Class 26 contains 2639 members 
Mstep: Class 27 contains 21200 members 
Mstep: Class 28 contains 6304 members 
Mstep: Class 29 contains 154637 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 13372 members 
Mstep: Class 33 contains 11396 members 
Mstep: Class 34 contains 94774 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97517 members 
Mstep: Class 37 contains 87916 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2184 members 
Mstep: Class 40 contains 79341 members 
Mstep: Class 41 contains 4615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412112.000000 Penalty: 26795.666016
Iteration 310Q: 42 clusters Score -8.741211e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 3735 members 
Mstep: Class 3 contains 85502 members 
Mstep: Class 4 contains 5445 members 
Mstep: Class 5 contains 77341 members 
Mstep: Class 6 contains 164284 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 34017 members 
Mstep: Class 11 contains 88062 members 
Mstep: Class 12 contains 22786 members 
Mstep: Class 13 contains 64450 members 
Mstep: Class 14 contains 17088 members 
Mstep: Class 15 contains 86302 members 
Mstep: Class 16 contains 2398 members 
Mstep: Class 17 contains 14592 members 
Mstep: Class 18 contains 74957 members 
Mstep: Class 19 contains 75420 members 
Mstep: Class 20 contains 121944 members 
Mstep: Class 21 contains 46826 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 39742 members 
Mstep: Class 25 contains 9389 members 
Mstep: Class 26 contains 2642 members 
Mstep: Class 27 contains 21063 members 
Mstep: Class 28 contains 6292 members 
Mstep: Class 29 contains 154604 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 13393 members 
Mstep: Class 33 contains 11390 members 
Mstep: Class 34 contains 94644 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97589 members 
Mstep: Class 37 contains 87928 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2184 members 
Mstep: Class 40 contains 79352 members 
Mstep: Class 41 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412120.000000 Penalty: 26795.666016
Iteration 311Q: 42 clusters Score -8.741212e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104389 members 
Mstep: Class 2 contains 3723 members 
Mstep: Class 3 contains 85453 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 77258 members 
Mstep: Class 6 contains 164263 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 34167 members 
Mstep: Class 11 contains 88057 members 
Mstep: Class 12 contains 22705 members 
Mstep: Class 13 contains 64493 members 
Mstep: Class 14 contains 17109 members 
Mstep: Class 15 contains 86308 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 17 contains 14605 members 
Mstep: Class 18 contains 74949 members 
Mstep: Class 19 contains 75400 members 
Mstep: Class 20 contains 122083 members 
Mstep: Class 21 contains 46855 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 4871 members 
Mstep: Class 24 contains 39721 members 
Mstep: Class 25 contains 9390 members 
Mstep: Class 26 contains 2644 members 
Mstep: Class 27 contains 20918 members 
Mstep: Class 28 contains 6280 members 
Mstep: Class 29 contains 154579 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 13408 members 
Mstep: Class 33 contains 11390 members 
Mstep: Class 34 contains 94539 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97663 members 
Mstep: Class 37 contains 87967 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2184 members 
Mstep: Class 40 contains 79370 members 
Mstep: Class 41 contains 4630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412240.000000 Penalty: 26795.666016
Iteration 312Q: 42 clusters Score -8.741224e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104416 members 
Mstep: Class 2 contains 3706 members 
Mstep: Class 3 contains 85423 members 
Mstep: Class 4 contains 5409 members 
Mstep: Class 5 contains 77150 members 
Mstep: Class 6 contains 164247 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 34331 members 
Mstep: Class 11 contains 88057 members 
Mstep: Class 12 contains 22636 members 
Mstep: Class 13 contains 64523 members 
Mstep: Class 14 contains 17147 members 
Mstep: Class 15 contains 86334 members 
Mstep: Class 16 contains 2398 members 
Mstep: Class 17 contains 14613 members 
Mstep: Class 18 contains 74940 members 
Mstep: Class 19 contains 75389 members 
Mstep: Class 20 contains 122202 members 
Mstep: Class 21 contains 46882 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 4877 members 
Mstep: Class 24 contains 39711 members 
Mstep: Class 25 contains 9391 members 
Mstep: Class 26 contains 2646 members 
Mstep: Class 27 contains 20760 members 
Mstep: Class 28 contains 6266 members 
Mstep: Class 29 contains 154526 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 13419 members 
Mstep: Class 33 contains 11397 members 
Mstep: Class 34 contains 94454 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97744 members 
Mstep: Class 37 contains 87986 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2184 members 
Mstep: Class 40 contains 79386 members 
Mstep: Class 41 contains 4632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412480.000000 Penalty: 26795.666016
Iteration 313Q: 42 clusters Score -8.741248e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 3695 members 
Mstep: Class 3 contains 85399 members 
Mstep: Class 4 contains 5392 members 
Mstep: Class 5 contains 77033 members 
Mstep: Class 6 contains 164232 members 
Mstep: Class 7 contains 2287 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 34517 members 
Mstep: Class 11 contains 88059 members 
Mstep: Class 12 contains 22552 members 
Mstep: Class 13 contains 64543 members 
Mstep: Class 14 contains 17188 members 
Mstep: Class 15 contains 86356 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 17 contains 14628 members 
Mstep: Class 18 contains 74926 members 
Mstep: Class 19 contains 75358 members 
Mstep: Class 20 contains 122332 members 
Mstep: Class 21 contains 46910 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 4885 members 
Mstep: Class 24 contains 39713 members 
Mstep: Class 25 contains 9388 members 
Mstep: Class 26 contains 2646 members 
Mstep: Class 27 contains 20609 members 
Mstep: Class 28 contains 6259 members 
Mstep: Class 29 contains 154454 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2960 members 
Mstep: Class 32 contains 13434 members 
Mstep: Class 33 contains 11397 members 
Mstep: Class 34 contains 94369 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97799 members 
Mstep: Class 37 contains 88026 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2186 members 
Mstep: Class 40 contains 79404 members 
Mstep: Class 41 contains 4634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412520.000000 Penalty: 26795.666016
Iteration 314Q: 42 clusters Score -8.741252e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 3689 members 
Mstep: Class 3 contains 85381 members 
Mstep: Class 4 contains 5371 members 
Mstep: Class 5 contains 76952 members 
Mstep: Class 6 contains 164196 members 
Mstep: Class 7 contains 2291 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 34712 members 
Mstep: Class 11 contains 88058 members 
Mstep: Class 12 contains 22482 members 
Mstep: Class 13 contains 64562 members 
Mstep: Class 14 contains 17240 members 
Mstep: Class 15 contains 86382 members 
Mstep: Class 16 contains 2402 members 
Mstep: Class 17 contains 14645 members 
Mstep: Class 18 contains 74923 members 
Mstep: Class 19 contains 75327 members 
Mstep: Class 20 contains 122468 members 
Mstep: Class 21 contains 46942 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 4890 members 
Mstep: Class 24 contains 39711 members 
Mstep: Class 25 contains 9381 members 
Mstep: Class 26 contains 2645 members 
Mstep: Class 27 contains 20456 members 
Mstep: Class 28 contains 6248 members 
Mstep: Class 29 contains 154393 members 
Mstep: Class 30 contains 421 members 
Mstep: Class 31 contains 2961 members 
Mstep: Class 32 contains 13447 members 
Mstep: Class 33 contains 11394 members 
Mstep: Class 34 contains 94266 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97853 members 
Mstep: Class 37 contains 88033 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2188 members 
Mstep: Class 40 contains 79406 members 
Mstep: Class 41 contains 4637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412552.000000 Penalty: 26795.666016
Iteration 315Q: 42 clusters Score -8.741255e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 3676 members 
Mstep: Class 3 contains 85357 members 
Mstep: Class 4 contains 5357 members 
Mstep: Class 5 contains 76879 members 
Mstep: Class 6 contains 164171 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 34891 members 
Mstep: Class 11 contains 88045 members 
Mstep: Class 12 contains 22414 members 
Mstep: Class 13 contains 64581 members 
Mstep: Class 14 contains 17293 members 
Mstep: Class 15 contains 86399 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 14662 members 
Mstep: Class 18 contains 74870 members 
Mstep: Class 19 contains 75307 members 
Mstep: Class 20 contains 122578 members 
Mstep: Class 21 contains 46972 members 
Mstep: Class 22 contains 2557 members 
Mstep: Class 23 contains 4897 members 
Mstep: Class 24 contains 39713 members 
Mstep: Class 25 contains 9374 members 
Mstep: Class 26 contains 2645 members 
Mstep: Class 27 contains 20324 members 
Mstep: Class 28 contains 6237 members 
Mstep: Class 29 contains 154367 members 
Mstep: Class 30 contains 422 members 
Mstep: Class 31 contains 2962 members 
Mstep: Class 32 contains 13457 members 
Mstep: Class 33 contains 11384 members 
Mstep: Class 34 contains 94197 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97893 members 
Mstep: Class 37 contains 88021 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2191 members 
Mstep: Class 40 contains 79423 members 
Mstep: Class 41 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412552.000000 Penalty: 26795.666016
Iteration 316Q: 42 clusters Score -8.741255e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104565 members 
Mstep: Class 2 contains 3666 members 
Mstep: Class 3 contains 85348 members 
Mstep: Class 4 contains 5341 members 
Mstep: Class 5 contains 76792 members 
Mstep: Class 6 contains 164133 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 35078 members 
Mstep: Class 11 contains 88036 members 
Mstep: Class 12 contains 22364 members 
Mstep: Class 13 contains 64595 members 
Mstep: Class 14 contains 17325 members 
Mstep: Class 15 contains 86408 members 
Mstep: Class 16 contains 2402 members 
Mstep: Class 17 contains 14675 members 
Mstep: Class 18 contains 74820 members 
Mstep: Class 19 contains 75279 members 
Mstep: Class 20 contains 122704 members 
Mstep: Class 21 contains 47005 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 4904 members 
Mstep: Class 24 contains 39715 members 
Mstep: Class 25 contains 9367 members 
Mstep: Class 26 contains 2648 members 
Mstep: Class 27 contains 20193 members 
Mstep: Class 28 contains 6224 members 
Mstep: Class 29 contains 154367 members 
Mstep: Class 30 contains 424 members 
Mstep: Class 31 contains 2962 members 
Mstep: Class 32 contains 13468 members 
Mstep: Class 33 contains 11370 members 
Mstep: Class 34 contains 94100 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 97951 members 
Mstep: Class 37 contains 88022 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79441 members 
Mstep: Class 41 contains 4642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412776.000000 Penalty: 26795.666016
Iteration 317Q: 42 clusters Score -8.741278e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 3651 members 
Mstep: Class 3 contains 85339 members 
Mstep: Class 4 contains 5321 members 
Mstep: Class 5 contains 76723 members 
Mstep: Class 6 contains 164080 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 35227 members 
Mstep: Class 11 contains 88007 members 
Mstep: Class 12 contains 22310 members 
Mstep: Class 13 contains 64612 members 
Mstep: Class 14 contains 17361 members 
Mstep: Class 15 contains 86421 members 
Mstep: Class 16 contains 2402 members 
Mstep: Class 17 contains 14691 members 
Mstep: Class 18 contains 74765 members 
Mstep: Class 19 contains 75272 members 
Mstep: Class 20 contains 122822 members 
Mstep: Class 21 contains 47029 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 4907 members 
Mstep: Class 24 contains 39714 members 
Mstep: Class 25 contains 9365 members 
Mstep: Class 26 contains 2650 members 
Mstep: Class 27 contains 20080 members 
Mstep: Class 28 contains 6211 members 
Mstep: Class 29 contains 154363 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2961 members 
Mstep: Class 32 contains 13485 members 
Mstep: Class 33 contains 11362 members 
Mstep: Class 34 contains 94036 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 98003 members 
Mstep: Class 37 contains 88021 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79448 members 
Mstep: Class 41 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412880.000000 Penalty: 26795.666016
Iteration 318Q: 42 clusters Score -8.741288e+07 nChanged 1334
Entering ConstructFrom: 
Score: -87412880.000000 Penalty: 26795.666016
Entering ConstructFrom: 
Trying to split cluster 1 (104643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104643 members 
Entering Unmasked Estep 
Score: -5680801.000000 Penalty: 525.903076
	Iteration 0F: 2 clusters Score -5680801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -5612439.500000 Penalty: 1051.806152
	Iteration 0F: 3 clusters Score -5612440 nChanged 51106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -5642935.000000 Penalty: 1051.806152
	Iteration 1F: 3 clusters Score -5642935 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -5643882.500000 Penalty: 1051.806152
	Iteration 2Q: 3 clusters Score -5643882 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -5645346.500000 Penalty: 1051.806152
	Iteration 3Q: 3 clusters Score -5645346 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -5647864.500000 Penalty: 1051.806152
	Iteration 4Q: 3 clusters Score -5647864 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -5652044.500000 Penalty: 1051.806152
	Iteration 5F: 3 clusters Score -5652044 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -5657803.000000 Penalty: 1051.806152
	Iteration 6F: 3 clusters Score -5657803 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -5662511.500000 Penalty: 1051.806152
	Iteration 7F: 3 clusters Score -5662512 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -5664466.000000 Penalty: 1051.806152
	Iteration 8Q: 3 clusters Score -5664466 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -5665057.500000 Penalty: 1051.806152
	Iteration 9Q: 3 clusters Score -5665058 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -5665324.000000 Penalty: 1051.806152
	Iteration 10Q: 3 clusters Score -5665324 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -5665593.500000 Penalty: 1051.806152
	Iteration 11Q: 3 clusters Score -5665594 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -5665890.000000 Penalty: 1051.806152
	Iteration 12Q: 3 clusters Score -5665890 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -5666234.500000 Penalty: 1051.806152
	Iteration 13Q: 3 clusters Score -5666234 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64863 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -5666560.000000 Penalty: 1051.806152
	Iteration 14Q: 3 clusters Score -5666560 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -5666956.500000 Penalty: 1051.806152
	Iteration 15Q: 3 clusters Score -5666956 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -5667449.000000 Penalty: 1051.806152
	Iteration 16Q: 3 clusters Score -5667449 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -5668063.000000 Penalty: 1051.806152
	Iteration 17Q: 3 clusters Score -5668063 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69371 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -5668823.000000 Penalty: 1051.806152
	Iteration 18Q: 3 clusters Score -5668823 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -5669747.000000 Penalty: 1051.806152
	Iteration 19Q: 3 clusters Score -5669747 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -5670852.000000 Penalty: 1051.806152
	Iteration 20F: 3 clusters Score -5670852 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -5672146.000000 Penalty: 1051.806152
	Iteration 21Q: 3 clusters Score -5672146 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -5673625.000000 Penalty: 1051.806152
	Iteration 22Q: 3 clusters Score -5673625 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -5675169.000000 Penalty: 1051.806152
	Iteration 23Q: 3 clusters Score -5675169 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -5676770.500000 Penalty: 1051.806152
	Iteration 24Q: 3 clusters Score -5676770 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -5678152.000000 Penalty: 1051.806152
	Iteration 25Q: 3 clusters Score -5678152 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74410 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -5679206.000000 Penalty: 1051.806152
	Iteration 26Q: 3 clusters Score -5679206 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -5679957.000000 Penalty: 1051.806152
	Iteration 27Q: 3 clusters Score -5679957 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74410 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -5680373.500000 Penalty: 1051.806152
	Iteration 28Q: 3 clusters Score -5680374 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74422 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -5680637.500000 Penalty: 1051.806152
	Iteration 29Q: 3 clusters Score -5680638 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74482 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -5680783.500000 Penalty: 1051.806152
	Iteration 30Q: 3 clusters Score -5680784 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -5680844.000000 Penalty: 1051.806152
	Iteration 31Q: 3 clusters Score -5680844 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -5680888.500000 Penalty: 1051.806152
	Iteration 32Q: 3 clusters Score -5680888 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -5680940.500000 Penalty: 1051.806152
	Iteration 33Q: 3 clusters Score -5680940 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -5680953.000000 Penalty: 1051.806152
	Iteration 34Q: 3 clusters Score -5680953 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74911 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -5680968.500000 Penalty: 1051.806152
	Iteration 35Q: 3 clusters Score -5680968 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -5680972.000000 Penalty: 1051.806152
	Iteration 36Q: 3 clusters Score -5680972 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75100 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -5680972.000000 Penalty: 1051.806152
	Iteration 37Q: 3 clusters Score -5680972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -5681006.500000 Penalty: 1051.806152
	Iteration 38Q: 3 clusters Score -5681006 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -5681001.500000 Penalty: 1051.806152
	Iteration 39Q: 3 clusters Score -5681002 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75394 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -5681122.500000 Penalty: 1051.806152
	Iteration 40F: 3 clusters Score -5681122 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75394 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -5681134.500000 Penalty: 1051.806152
	Iteration 41Q: 3 clusters Score -5681134 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75404 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -5681127.000000 Penalty: 1051.806152
	Iteration 42Q: 3 clusters Score -5681127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75412 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -5681133.500000 Penalty: 1051.806152
	Iteration 43Q: 3 clusters Score -5681134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75416 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -5681139.500000 Penalty: 1051.806152
	Iteration 44Q: 3 clusters Score -5681140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -5681139.000000 Penalty: 1051.806152
	Iteration 45Q: 3 clusters Score -5681139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -5681147.000000 Penalty: 1051.806152
	Iteration 46Q: 3 clusters Score -5681147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -5681148.000000 Penalty: 1051.806152
	Iteration 47Q: 3 clusters Score -5681148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75451 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5681141.000000 Penalty: 1051.806152
	Iteration 48Q: 3 clusters Score -5681141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -5681147.500000 Penalty: 1051.806152
	Iteration 49Q: 3 clusters Score -5681148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75468 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -5681146.500000 Penalty: 1051.806152
	Iteration 50Q: 3 clusters Score -5681146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5681148.000000 Penalty: 1051.806152
	Iteration 51Q: 3 clusters Score -5681148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -5681138.000000 Penalty: 1051.806152
	Iteration 52Q: 3 clusters Score -5681138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -5681150.500000 Penalty: 1051.806152
	Iteration 53Q: 3 clusters Score -5681150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -5681150.000000 Penalty: 1051.806152
	Iteration 54Q: 3 clusters Score -5681150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -5681146.000000 Penalty: 1051.806152
	Iteration 55Q: 3 clusters Score -5681146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -5681148.000000 Penalty: 1051.806152
	Iteration 56Q: 3 clusters Score -5681148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -5681152.000000 Penalty: 1051.806152
	Iteration 57Q: 3 clusters Score -5681152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -5681152.000000 Penalty: 1051.806152
	Iteration 58Q: 3 clusters Score -5681152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75602 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -5681145.000000 Penalty: 1051.806152
	Iteration 59Q: 3 clusters Score -5681145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75627 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -5681142.000000 Penalty: 1051.806152
	Iteration 60F: 3 clusters Score -5681142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -5681149.000000 Penalty: 1051.806152
	Iteration 61Q: 3 clusters Score -5681149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -5681141.000000 Penalty: 1051.806152
	Iteration 62Q: 3 clusters Score -5681141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -5681139.500000 Penalty: 1051.806152
	Iteration 63Q: 3 clusters Score -5681140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -5681138.000000 Penalty: 1051.806152
	Iteration 64Q: 3 clusters Score -5681138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75676 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -5681138.000000 Penalty: 1051.806152
	Iteration 65Q: 3 clusters Score -5681138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -5681133.500000 Penalty: 1051.806152
	Iteration 66Q: 3 clusters Score -5681134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -5681136.500000 Penalty: 1051.806152
	Iteration 67Q: 3 clusters Score -5681136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -5681137.000000 Penalty: 1051.806152
	Iteration 68Q: 3 clusters Score -5681137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -5681137.000000 Penalty: 1051.806152
	Iteration 69F: 3 clusters Score -5681137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 3641 members 
Mstep: Class 3 contains 85330 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 76672 members 
Mstep: Class 6 contains 164022 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 35380 members 
Mstep: Class 11 contains 87986 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 64621 members 
Mstep: Class 14 contains 17405 members 
Mstep: Class 15 contains 86418 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 14702 members 
Mstep: Class 18 contains 74736 members 
Mstep: Class 19 contains 75270 members 
Mstep: Class 20 contains 122925 members 
Mstep: Class 21 contains 47052 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 39711 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 2651 members 
Mstep: Class 27 contains 19956 members 
Mstep: Class 28 contains 6203 members 
Mstep: Class 29 contains 154348 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2962 members 
Mstep: Class 32 contains 13499 members 
Mstep: Class 33 contains 11360 members 
Mstep: Class 34 contains 93987 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 98061 members 
Mstep: Class 37 contains 87998 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79461 members 
Mstep: Class 41 contains 4651 members 
Mstep: Class 42 contains 28958 members 
Entering Unmasked Estep 
Score: -87413600.000000 Penalty: 27449.218750
Splitting cluster 1 changes total score from -87412880.000000 to -87413600.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 2 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -201274.140625 Penalty: 373.100647
	Iteration 0F: 2 clusters Score -201274.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -198799.734375 Penalty: 746.201294
	Iteration 0F: 3 clusters Score -198799.7 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -199691.281250 Penalty: 746.201294
	Iteration 1F: 3 clusters Score -199691.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -199822.046875 Penalty: 746.201294
	Iteration 2F: 3 clusters Score -199822 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -199966.812500 Penalty: 746.201294
	Iteration 3F: 3 clusters Score -199966.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -200104.203125 Penalty: 746.201294
	Iteration 4F: 3 clusters Score -200104.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -200257.140625 Penalty: 746.201294
	Iteration 5F: 3 clusters Score -200257.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -200401.828125 Penalty: 746.201294
	Iteration 6F: 3 clusters Score -200401.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -200517.109375 Penalty: 746.201294
	Iteration 7Q: 3 clusters Score -200517.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -200611.984375 Penalty: 746.201294
	Iteration 8Q: 3 clusters Score -200612 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -200696.468750 Penalty: 746.201294
	Iteration 9Q: 3 clusters Score -200696.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -200759.781250 Penalty: 746.201294
	Iteration 10Q: 3 clusters Score -200759.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -200807.296875 Penalty: 746.201294
	Iteration 11Q: 3 clusters Score -200807.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -200835.968750 Penalty: 746.201294
	Iteration 12Q: 3 clusters Score -200836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -200851.671875 Penalty: 746.201294
	Iteration 13Q: 3 clusters Score -200851.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -200866.828125 Penalty: 746.201294
	Iteration 14Q: 3 clusters Score -200866.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -200878.093750 Penalty: 746.201294
	Iteration 15Q: 3 clusters Score -200878.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -200888.343750 Penalty: 746.201294
	Iteration 16Q: 3 clusters Score -200888.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -200901.265625 Penalty: 746.201294
	Iteration 17Q: 3 clusters Score -200901.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -200912.921875 Penalty: 746.201294
	Iteration 18Q: 3 clusters Score -200912.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -200918.296875 Penalty: 746.201294
	Iteration 19Q: 3 clusters Score -200918.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -200923.078125 Penalty: 746.201294
	Iteration 20F: 3 clusters Score -200923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -200925.625000 Penalty: 746.201294
	Iteration 21Q: 3 clusters Score -200925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -200927.250000 Penalty: 746.201294
	Iteration 22Q: 3 clusters Score -200927.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -200929.687500 Penalty: 746.201294
	Iteration 23Q: 3 clusters Score -200929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -200930.656250 Penalty: 746.201294
	Iteration 24Q: 3 clusters Score -200930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -200932.703125 Penalty: 746.201294
	Iteration 25Q: 3 clusters Score -200932.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -200934.968750 Penalty: 746.201294
	Iteration 26Q: 3 clusters Score -200935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -200939.109375 Penalty: 746.201294
	Iteration 27Q: 3 clusters Score -200939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -200941.468750 Penalty: 746.201294
	Iteration 28Q: 3 clusters Score -200941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -200942.750000 Penalty: 746.201294
	Iteration 29Q: 3 clusters Score -200942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -200944.625000 Penalty: 746.201294
	Iteration 30Q: 3 clusters Score -200944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -200946.203125 Penalty: 746.201294
	Iteration 31Q: 3 clusters Score -200946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -200947.375000 Penalty: 746.201294
	Iteration 32Q: 3 clusters Score -200947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -200949.093750 Penalty: 746.201294
	Iteration 33Q: 3 clusters Score -200949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -200949.078125 Penalty: 746.201294
	Iteration 34Q: 3 clusters Score -200949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -200949.453125 Penalty: 746.201294
	Iteration 35Q: 3 clusters Score -200949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -200950.031250 Penalty: 746.201294
	Iteration 36Q: 3 clusters Score -200950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -200950.031250 Penalty: 746.201294
	Iteration 37F: 3 clusters Score -200950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (85330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85330 members 
Entering Unmasked Estep 
Score: -4693048.000000 Penalty: 516.619812
	Iteration 0F: 2 clusters Score -4693048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -4636047.000000 Penalty: 1033.239624
	Iteration 0F: 3 clusters Score -4636047 nChanged 41738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -4662090.000000 Penalty: 1033.239624
	Iteration 1F: 3 clusters Score -4662090 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4664195.500000 Penalty: 1033.239624
	Iteration 2F: 3 clusters Score -4664196 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -4668117.000000 Penalty: 1033.239624
	Iteration 3F: 3 clusters Score -4668117 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4674844.500000 Penalty: 1033.239624
	Iteration 4F: 3 clusters Score -4674844 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -4683467.000000 Penalty: 1033.239624
	Iteration 5F: 3 clusters Score -4683467 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82097 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4689682.500000 Penalty: 1033.239624
	Iteration 6F: 3 clusters Score -4689682 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4691966.000000 Penalty: 1033.239624
	Iteration 7Q: 3 clusters Score -4691966 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4692451.000000 Penalty: 1033.239624
	Iteration 8Q: 3 clusters Score -4692451 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85263 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4692535.500000 Penalty: 1033.239624
	Iteration 9Q: 3 clusters Score -4692536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -4692565.000000 Penalty: 1033.239624
	Iteration 10Q: 3 clusters Score -4692565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85286 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -4692572.500000 Penalty: 1033.239624
	Iteration 11Q: 3 clusters Score -4692572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4692574.000000 Penalty: 1033.239624
	Iteration 12Q: 3 clusters Score -4692574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4692574.500000 Penalty: 1033.239624
	Iteration 13Q: 3 clusters Score -4692574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4692574.500000 Penalty: 1033.239624
	Iteration 14F: 3 clusters Score -4692574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Entering Unmasked Estep 
Score: -306640.750000 Penalty: 390.183533
	Iteration 0F: 2 clusters Score -306640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -303033.406250 Penalty: 780.367065
	Iteration 0F: 3 clusters Score -303033.4 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -304529.843750 Penalty: 780.367065
	Iteration 1F: 3 clusters Score -304529.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -304742.187500 Penalty: 780.367065
	Iteration 2F: 3 clusters Score -304742.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -304987.812500 Penalty: 780.367065
	Iteration 3F: 3 clusters Score -304987.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -305262.812500 Penalty: 780.367065
	Iteration 4F: 3 clusters Score -305262.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -305565.500000 Penalty: 780.367065
	Iteration 5F: 3 clusters Score -305565.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -305795.000000 Penalty: 780.367065
	Iteration 6Q: 3 clusters Score -305795 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -305954.125000 Penalty: 780.367065
	Iteration 7Q: 3 clusters Score -305954.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -306081.687500 Penalty: 780.367065
	Iteration 8Q: 3 clusters Score -306081.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -306171.343750 Penalty: 780.367065
	Iteration 9Q: 3 clusters Score -306171.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -306221.906250 Penalty: 780.367065
	Iteration 10Q: 3 clusters Score -306221.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -306249.562500 Penalty: 780.367065
	Iteration 11Q: 3 clusters Score -306249.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -306274.312500 Penalty: 780.367065
	Iteration 12Q: 3 clusters Score -306274.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -306285.843750 Penalty: 780.367065
	Iteration 13Q: 3 clusters Score -306285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -306293.375000 Penalty: 780.367065
	Iteration 14Q: 3 clusters Score -306293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -306296.500000 Penalty: 780.367065
	Iteration 15Q: 3 clusters Score -306296.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -306300.000000 Penalty: 780.367065
	Iteration 16Q: 3 clusters Score -306300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -306302.625000 Penalty: 780.367065
	Iteration 17Q: 3 clusters Score -306302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -306307.937500 Penalty: 780.367065
	Iteration 18Q: 3 clusters Score -306307.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -306309.312500 Penalty: 780.367065
	Iteration 19Q: 3 clusters Score -306309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -306323.187500 Penalty: 780.367065
	Iteration 20F: 3 clusters Score -306323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -306332.687500 Penalty: 780.367065
	Iteration 21Q: 3 clusters Score -306332.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -306335.437500 Penalty: 780.367065
	Iteration 22Q: 3 clusters Score -306335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -306335.437500 Penalty: 780.367065
	Iteration 23F: 3 clusters Score -306335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (76672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Entering Unmasked Estep 
Score: -4265940.000000 Penalty: 511.751770
	Iteration 0F: 2 clusters Score -4265940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -4214344.000000 Penalty: 1023.503540
	Iteration 0F: 3 clusters Score -4214344 nChanged 37384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -4237043.000000 Penalty: 1023.503540
	Iteration 1F: 3 clusters Score -4237043 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -4237970.000000 Penalty: 1023.503540
	Iteration 2Q: 3 clusters Score -4237970 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -4239566.500000 Penalty: 1023.503540
	Iteration 3Q: 3 clusters Score -4239566 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -4242173.500000 Penalty: 1023.503540
	Iteration 4F: 3 clusters Score -4242174 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -4245987.000000 Penalty: 1023.503540
	Iteration 5F: 3 clusters Score -4245987 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -4250328.000000 Penalty: 1023.503540
	Iteration 6F: 3 clusters Score -4250328 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -4253543.500000 Penalty: 1023.503540
	Iteration 7F: 3 clusters Score -4253544 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -4255422.000000 Penalty: 1023.503540
	Iteration 8Q: 3 clusters Score -4255422 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -4256423.500000 Penalty: 1023.503540
	Iteration 9Q: 3 clusters Score -4256424 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -4257110.000000 Penalty: 1023.503540
	Iteration 10Q: 3 clusters Score -4257110 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -4257737.000000 Penalty: 1023.503540
	Iteration 11Q: 3 clusters Score -4257737 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -4258301.000000 Penalty: 1023.503540
	Iteration 12Q: 3 clusters Score -4258301 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -4258839.000000 Penalty: 1023.503540
	Iteration 13Q: 3 clusters Score -4258839 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -4259332.000000 Penalty: 1023.503540
	Iteration 14Q: 3 clusters Score -4259332 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -4259797.000000 Penalty: 1023.503540
	Iteration 15Q: 3 clusters Score -4259797 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -4260296.500000 Penalty: 1023.503540
	Iteration 16Q: 3 clusters Score -4260296 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -4260768.500000 Penalty: 1023.503540
	Iteration 17Q: 3 clusters Score -4260768 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -4261276.500000 Penalty: 1023.503540
	Iteration 18Q: 3 clusters Score -4261276 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -4261838.500000 Penalty: 1023.503540
	Iteration 19Q: 3 clusters Score -4261838 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -4262431.500000 Penalty: 1023.503540
	Iteration 20F: 3 clusters Score -4262432 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -4262902.000000 Penalty: 1023.503540
	Iteration 21Q: 3 clusters Score -4262902 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -4263299.500000 Penalty: 1023.503540
	Iteration 22Q: 3 clusters Score -4263300 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -4263501.000000 Penalty: 1023.503540
	Iteration 23Q: 3 clusters Score -4263501 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -4263631.000000 Penalty: 1023.503540
	Iteration 24Q: 3 clusters Score -4263631 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -4263699.000000 Penalty: 1023.503540
	Iteration 25Q: 3 clusters Score -4263699 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -4263744.000000 Penalty: 1023.503540
	Iteration 26Q: 3 clusters Score -4263744 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -4263773.500000 Penalty: 1023.503540
	Iteration 27Q: 3 clusters Score -4263774 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -4263803.000000 Penalty: 1023.503540
	Iteration 28Q: 3 clusters Score -4263803 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -4263783.500000 Penalty: 1023.503540
	Iteration 29Q: 3 clusters Score -4263784 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -4263781.500000 Penalty: 1023.503540
	Iteration 30Q: 3 clusters Score -4263782 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -4263793.000000 Penalty: 1023.503540
	Iteration 31Q: 3 clusters Score -4263793 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -4263798.500000 Penalty: 1023.503540
	Iteration 32Q: 3 clusters Score -4263798 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -4263804.000000 Penalty: 1023.503540
	Iteration 33Q: 3 clusters Score -4263804 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -4263831.500000 Penalty: 1023.503540
	Iteration 34Q: 3 clusters Score -4263832 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 56443 members 
Entering Unmasked Estep 
Score: -4263835.500000 Penalty: 1023.503540
	Iteration 35Q: 3 clusters Score -4263836 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -4263832.000000 Penalty: 1023.503540
	Iteration 36Q: 3 clusters Score -4263832 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -4263823.000000 Penalty: 1023.503540
	Iteration 37Q: 3 clusters Score -4263823 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -4263808.500000 Penalty: 1023.503540
	Iteration 38Q: 3 clusters Score -4263808 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -4263825.500000 Penalty: 1023.503540
	Iteration 39Q: 3 clusters Score -4263826 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -4263835.500000 Penalty: 1023.503540
	Iteration 40F: 3 clusters Score -4263836 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -4263845.000000 Penalty: 1023.503540
	Iteration 41Q: 3 clusters Score -4263845 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -4263840.000000 Penalty: 1023.503540
	Iteration 42Q: 3 clusters Score -4263840 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -4263832.000000 Penalty: 1023.503540
	Iteration 43Q: 3 clusters Score -4263832 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -4263835.000000 Penalty: 1023.503540
	Iteration 44Q: 3 clusters Score -4263835 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -4263836.500000 Penalty: 1023.503540
	Iteration 45Q: 3 clusters Score -4263836 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -4263829.500000 Penalty: 1023.503540
	Iteration 46Q: 3 clusters Score -4263830 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -4263830.500000 Penalty: 1023.503540
	Iteration 47Q: 3 clusters Score -4263830 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -4263829.500000 Penalty: 1023.503540
	Iteration 48Q: 3 clusters Score -4263830 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -4263831.000000 Penalty: 1023.503540
	Iteration 49Q: 3 clusters Score -4263831 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -4263839.000000 Penalty: 1023.503540
	Iteration 50Q: 3 clusters Score -4263839 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -4263828.500000 Penalty: 1023.503540
	Iteration 51Q: 3 clusters Score -4263828 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -4263821.000000 Penalty: 1023.503540
	Iteration 52Q: 3 clusters Score -4263821 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -4263816.000000 Penalty: 1023.503540
	Iteration 53Q: 3 clusters Score -4263816 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -4263812.000000 Penalty: 1023.503540
	Iteration 54Q: 3 clusters Score -4263812 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -4263786.000000 Penalty: 1023.503540
	Iteration 55Q: 3 clusters Score -4263786 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -4263783.500000 Penalty: 1023.503540
	Iteration 56Q: 3 clusters Score -4263784 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -4263775.500000 Penalty: 1023.503540
	Iteration 57Q: 3 clusters Score -4263776 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -4263772.500000 Penalty: 1023.503540
	Iteration 58Q: 3 clusters Score -4263772 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -4263787.500000 Penalty: 1023.503540
	Iteration 59Q: 3 clusters Score -4263788 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -4263778.500000 Penalty: 1023.503540
	Iteration 60F: 3 clusters Score -4263778 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -4263768.000000 Penalty: 1023.503540
	Iteration 61Q: 3 clusters Score -4263768 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -4263748.500000 Penalty: 1023.503540
	Iteration 62Q: 3 clusters Score -4263748 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -4263726.000000 Penalty: 1023.503540
	Iteration 63Q: 3 clusters Score -4263726 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -4263735.500000 Penalty: 1023.503540
	Iteration 64Q: 3 clusters Score -4263736 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -4263734.500000 Penalty: 1023.503540
	Iteration 65Q: 3 clusters Score -4263734 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -4263740.000000 Penalty: 1023.503540
	Iteration 66Q: 3 clusters Score -4263740 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -4263732.500000 Penalty: 1023.503540
	Iteration 67Q: 3 clusters Score -4263732 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -4263743.500000 Penalty: 1023.503540
	Iteration 68Q: 3 clusters Score -4263744 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -4263736.000000 Penalty: 1023.503540
	Iteration 69Q: 3 clusters Score -4263736 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -4263738.000000 Penalty: 1023.503540
	Iteration 70Q: 3 clusters Score -4263738 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -4263730.000000 Penalty: 1023.503540
	Iteration 71Q: 3 clusters Score -4263730 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -4263735.000000 Penalty: 1023.503540
	Iteration 72Q: 3 clusters Score -4263735 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -4263720.000000 Penalty: 1023.503540
	Iteration 73Q: 3 clusters Score -4263720 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -4263724.500000 Penalty: 1023.503540
	Iteration 74Q: 3 clusters Score -4263724 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -4263727.500000 Penalty: 1023.503540
	Iteration 75Q: 3 clusters Score -4263728 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -4263724.000000 Penalty: 1023.503540
	Iteration 76Q: 3 clusters Score -4263724 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -4263721.000000 Penalty: 1023.503540
	Iteration 77Q: 3 clusters Score -4263721 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -4263720.000000 Penalty: 1023.503540
	Iteration 78Q: 3 clusters Score -4263720 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -4263727.000000 Penalty: 1023.503540
	Iteration 79Q: 3 clusters Score -4263727 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -4263714.000000 Penalty: 1023.503540
	Iteration 80F: 3 clusters Score -4263714 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -4263707.000000 Penalty: 1023.503540
	Iteration 81Q: 3 clusters Score -4263707 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -4263682.000000 Penalty: 1023.503540
	Iteration 82Q: 3 clusters Score -4263682 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -4263675.000000 Penalty: 1023.503540
	Iteration 83Q: 3 clusters Score -4263675 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -4263663.000000 Penalty: 1023.503540
	Iteration 84Q: 3 clusters Score -4263663 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -4263660.500000 Penalty: 1023.503540
	Iteration 85Q: 3 clusters Score -4263660 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -4263649.000000 Penalty: 1023.503540
	Iteration 86Q: 3 clusters Score -4263649 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -4263644.000000 Penalty: 1023.503540
	Iteration 87Q: 3 clusters Score -4263644 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -4263660.500000 Penalty: 1023.503540
	Iteration 88Q: 3 clusters Score -4263660 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -4263677.000000 Penalty: 1023.503540
	Iteration 89Q: 3 clusters Score -4263677 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -4263670.000000 Penalty: 1023.503540
	Iteration 90Q: 3 clusters Score -4263670 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4263649.000000 Penalty: 1023.503540
	Iteration 91Q: 3 clusters Score -4263649 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -4263629.500000 Penalty: 1023.503540
	Iteration 92Q: 3 clusters Score -4263630 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -4263623.500000 Penalty: 1023.503540
	Iteration 93Q: 3 clusters Score -4263624 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -4263623.000000 Penalty: 1023.503540
	Iteration 94Q: 3 clusters Score -4263623 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -4263629.000000 Penalty: 1023.503540
	Iteration 95Q: 3 clusters Score -4263629 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4263609.500000 Penalty: 1023.503540
	Iteration 96Q: 3 clusters Score -4263610 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -4263600.000000 Penalty: 1023.503540
	Iteration 97Q: 3 clusters Score -4263600 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -4263620.000000 Penalty: 1023.503540
	Iteration 98Q: 3 clusters Score -4263620 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -4263625.000000 Penalty: 1023.503540
	Iteration 99Q: 3 clusters Score -4263625 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -4263607.000000 Penalty: 1023.503540
	Iteration 100F: 3 clusters Score -4263607 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -4263593.000000 Penalty: 1023.503540
	Iteration 101Q: 3 clusters Score -4263593 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -4263596.000000 Penalty: 1023.503540
	Iteration 102Q: 3 clusters Score -4263596 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -4263597.500000 Penalty: 1023.503540
	Iteration 103Q: 3 clusters Score -4263598 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -4263589.500000 Penalty: 1023.503540
	Iteration 104Q: 3 clusters Score -4263590 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -4263575.500000 Penalty: 1023.503540
	Iteration 105Q: 3 clusters Score -4263576 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -4263570.500000 Penalty: 1023.503540
	Iteration 106Q: 3 clusters Score -4263570 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -4263589.000000 Penalty: 1023.503540
	Iteration 107Q: 3 clusters Score -4263589 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -4263581.500000 Penalty: 1023.503540
	Iteration 108Q: 3 clusters Score -4263582 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4263578.000000 Penalty: 1023.503540
	Iteration 109Q: 3 clusters Score -4263578 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -4263582.500000 Penalty: 1023.503540
	Iteration 110Q: 3 clusters Score -4263582 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -4263577.000000 Penalty: 1023.503540
	Iteration 111Q: 3 clusters Score -4263577 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4263562.000000 Penalty: 1023.503540
	Iteration 112Q: 3 clusters Score -4263562 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -4263570.000000 Penalty: 1023.503540
	Iteration 113Q: 3 clusters Score -4263570 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -4263572.000000 Penalty: 1023.503540
	Iteration 114Q: 3 clusters Score -4263572 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4263569.000000 Penalty: 1023.503540
	Iteration 115Q: 3 clusters Score -4263569 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -4263563.500000 Penalty: 1023.503540
	Iteration 116Q: 3 clusters Score -4263564 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -4263567.500000 Penalty: 1023.503540
	Iteration 117Q: 3 clusters Score -4263568 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -4263555.500000 Penalty: 1023.503540
	Iteration 118Q: 3 clusters Score -4263556 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4263545.000000 Penalty: 1023.503540
	Iteration 119Q: 3 clusters Score -4263545 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4263541.500000 Penalty: 1023.503540
	Iteration 120F: 3 clusters Score -4263542 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -4263540.000000 Penalty: 1023.503540
	Iteration 121Q: 3 clusters Score -4263540 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4263530.000000 Penalty: 1023.503540
	Iteration 122Q: 3 clusters Score -4263530 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4263543.000000 Penalty: 1023.503540
	Iteration 123Q: 3 clusters Score -4263543 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4263540.000000 Penalty: 1023.503540
	Iteration 124Q: 3 clusters Score -4263540 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4263547.500000 Penalty: 1023.503540
	Iteration 125Q: 3 clusters Score -4263548 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4263561.000000 Penalty: 1023.503540
	Iteration 126Q: 3 clusters Score -4263561 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -4263554.000000 Penalty: 1023.503540
	Iteration 127Q: 3 clusters Score -4263554 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4263549.500000 Penalty: 1023.503540
	Iteration 128Q: 3 clusters Score -4263550 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -4263557.000000 Penalty: 1023.503540
	Iteration 129Q: 3 clusters Score -4263557 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -4263579.000000 Penalty: 1023.503540
	Iteration 130Q: 3 clusters Score -4263579 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4263576.000000 Penalty: 1023.503540
	Iteration 131Q: 3 clusters Score -4263576 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -4263578.000000 Penalty: 1023.503540
	Iteration 132Q: 3 clusters Score -4263578 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -4263582.000000 Penalty: 1023.503540
	Iteration 133Q: 3 clusters Score -4263582 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -4263570.000000 Penalty: 1023.503540
	Iteration 134Q: 3 clusters Score -4263570 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4263560.500000 Penalty: 1023.503540
	Iteration 135Q: 3 clusters Score -4263560 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4263557.500000 Penalty: 1023.503540
	Iteration 136Q: 3 clusters Score -4263558 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -4263552.500000 Penalty: 1023.503540
	Iteration 137Q: 3 clusters Score -4263552 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4263541.000000 Penalty: 1023.503540
	Iteration 138Q: 3 clusters Score -4263541 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -4263539.000000 Penalty: 1023.503540
	Iteration 139Q: 3 clusters Score -4263539 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -4263541.000000 Penalty: 1023.503540
	Iteration 140F: 3 clusters Score -4263541 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -4263539.500000 Penalty: 1023.503540
	Iteration 141Q: 3 clusters Score -4263540 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -4263550.000000 Penalty: 1023.503540
	Iteration 142Q: 3 clusters Score -4263550 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4263531 nChanged 172
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Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4263520 nChanged 186
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Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4263502 nChanged 184
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Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4263505 nChanged 170
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Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4263496 nChanged 165
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Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4263488 nChanged 181
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Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4263474 nChanged 194
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Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4263484 nChanged 175
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Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4263476 nChanged 193
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Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4263450 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4263450 nChanged 204
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Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4263434 nChanged 171
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Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4263429 nChanged 156
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Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4263426 nChanged 172
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Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4263440 nChanged 170
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Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4263423 nChanged 150
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Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4263416 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4263411 nChanged 140
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Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4263408 nChanged 153
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Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4263402 nChanged 143
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Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4263396 nChanged 151
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Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4263392 nChanged 191
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Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4263394 nChanged 199
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Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4263384 nChanged 200
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Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4263388 nChanged 218
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Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4263368 nChanged 192
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Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 22628 members 
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	Iteration 170Q: 3 clusters Score -4263368 nChanged 171
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Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4263368 nChanged 187
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Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4263366 nChanged 195
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Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4263358 nChanged 185
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Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4263354 nChanged 214
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Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4263345 nChanged 168
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Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4263339 nChanged 187
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Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4263328 nChanged 199
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Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4263312 nChanged 203
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Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4263317 nChanged 170
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Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4263317 nChanged 130
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Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4263316 nChanged 129
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Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4263311 nChanged 132
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Mstep: Class 1 contains 56314 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4263308 nChanged 148
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Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4263310 nChanged 185
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Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4263297 nChanged 170
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Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4263298 nChanged 160
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Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4263300 nChanged 194
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Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 19501 members 
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	Iteration 188Q: 3 clusters Score -4263316 nChanged 142
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Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4263320 nChanged 150
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Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4263318 nChanged 143
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Mstep: Class 1 contains 57606 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4263326 nChanged 133
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Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4263322 nChanged 136
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4263328 nChanged 146
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	Iteration 194Q: 3 clusters Score -4263328 nChanged 130
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Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 18521 members 
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	Iteration 195Q: 3 clusters Score -4263331 nChanged 151
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Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4263326 nChanged 129
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Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4263324 nChanged 144
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Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4263320 nChanged 149
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Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4263324 nChanged 135
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Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4263316 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4263311 nChanged 160
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Mstep: Class 1 contains 59159 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4263304 nChanged 172
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Mstep: Class 1 contains 59331 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4263312 nChanged 185
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Mstep: Class 1 contains 59516 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4263306 nChanged 182
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Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4263304 nChanged 167
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Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4263304 nChanged 120
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Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4263320 nChanged 145
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Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4263318 nChanged 168
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Mstep: Class 1 contains 60298 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4263318 nChanged 166
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4263322 nChanged 182
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4263329 nChanged 186
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Mstep: Class 1 contains 60832 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4263326 nChanged 207
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	Iteration 213Q: 3 clusters Score -4263334 nChanged 197
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	Iteration 214Q: 3 clusters Score -4263320 nChanged 202
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Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4263330 nChanged 241
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Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4263342 nChanged 245
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	Iteration 217Q: 3 clusters Score -4263372 nChanged 236
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	Iteration 218Q: 3 clusters Score -4263372 nChanged 208
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4263383 nChanged 228
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Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4263400 nChanged 246
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Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4263428 nChanged 268
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	Iteration 222Q: 3 clusters Score -4263461 nChanged 264
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	Iteration 223Q: 3 clusters Score -4263508 nChanged 316
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Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4263546 nChanged 313
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Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4263591 nChanged 293
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Mstep: Class 1 contains 64262 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4263612 nChanged 281
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Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4263656 nChanged 282
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Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4263688 nChanged 312
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Mstep: Class 1 contains 65121 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4263736 nChanged 321
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Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4263794 nChanged 337
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Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4263869 nChanged 301
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Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4263918 nChanged 294
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Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4263936 nChanged 296
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -4263970 nChanged 267
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Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -4264011 nChanged 287
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Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -4264030.500000 Penalty: 1023.503540
	Iteration 236Q: 3 clusters Score -4264030 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -4264074 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -4264118 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -4264126 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -4264176 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -4264228 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -4264276 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69173 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -4264342 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -4264390 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -4264435 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -4264468 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70236 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4264517.500000 Penalty: 1023.503540
	Iteration 247Q: 3 clusters Score -4264518 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -4264559 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -4264599.500000 Penalty: 1023.503540
	Iteration 249Q: 3 clusters Score -4264600 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -4264668.500000 Penalty: 1023.503540
	Iteration 250Q: 3 clusters Score -4264668 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4264729.000000 Penalty: 1023.503540
	Iteration 251Q: 3 clusters Score -4264729 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4264766.000000 Penalty: 1023.503540
	Iteration 252Q: 3 clusters Score -4264766 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71790 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4264799.500000 Penalty: 1023.503540
	Iteration 253Q: 3 clusters Score -4264800 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -4264818.500000 Penalty: 1023.503540
	Iteration 254Q: 3 clusters Score -4264818 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72197 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4264851.000000 Penalty: 1023.503540
	Iteration 255Q: 3 clusters Score -4264851 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -4264872 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -4264890 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4264909.500000 Penalty: 1023.503540
	Iteration 258Q: 3 clusters Score -4264910 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4264941.500000 Penalty: 1023.503540
	Iteration 259Q: 3 clusters Score -4264942 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4264962.500000 Penalty: 1023.503540
	Iteration 260F: 3 clusters Score -4264962 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -4264987 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73429 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4265016.500000 Penalty: 1023.503540
	Iteration 262Q: 3 clusters Score -4265016 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -4265042 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73699 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -4265049 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -4265070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -4265096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4265113.000000 Penalty: 1023.503540
	Iteration 267Q: 3 clusters Score -4265113 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4265132.500000 Penalty: 1023.503540
	Iteration 268Q: 3 clusters Score -4265132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4265142.000000 Penalty: 1023.503540
	Iteration 269Q: 3 clusters Score -4265142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74328 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4265154.000000 Penalty: 1023.503540
	Iteration 270Q: 3 clusters Score -4265154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74395 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4265165.000000 Penalty: 1023.503540
	Iteration 271Q: 3 clusters Score -4265165 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74465 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4265176.500000 Penalty: 1023.503540
	Iteration 272Q: 3 clusters Score -4265176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4265173.500000 Penalty: 1023.503540
	Iteration 273Q: 3 clusters Score -4265174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4265182.000000 Penalty: 1023.503540
	Iteration 274Q: 3 clusters Score -4265182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4265190.500000 Penalty: 1023.503540
	Iteration 275Q: 3 clusters Score -4265190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4265195.000000 Penalty: 1023.503540
	Iteration 276Q: 3 clusters Score -4265195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4265199.500000 Penalty: 1023.503540
	Iteration 277Q: 3 clusters Score -4265200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4265222.000000 Penalty: 1023.503540
	Iteration 278Q: 3 clusters Score -4265222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4265238.500000 Penalty: 1023.503540
	Iteration 279Q: 3 clusters Score -4265238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4265251.000000 Penalty: 1023.503540
	Iteration 280F: 3 clusters Score -4265251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75022 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4265257.500000 Penalty: 1023.503540
	Iteration 281Q: 3 clusters Score -4265258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4265268.000000 Penalty: 1023.503540
	Iteration 282Q: 3 clusters Score -4265268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4265266.500000 Penalty: 1023.503540
	Iteration 283Q: 3 clusters Score -4265266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75196 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4265270.000000 Penalty: 1023.503540
	Iteration 284Q: 3 clusters Score -4265270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4265275.500000 Penalty: 1023.503540
	Iteration 285Q: 3 clusters Score -4265276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75301 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4265282.000000 Penalty: 1023.503540
	Iteration 286Q: 3 clusters Score -4265282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4265295.000000 Penalty: 1023.503540
	Iteration 287Q: 3 clusters Score -4265295 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75435 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4265307.000000 Penalty: 1023.503540
	Iteration 288Q: 3 clusters Score -4265307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75495 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4265322.000000 Penalty: 1023.503540
	Iteration 289Q: 3 clusters Score -4265322 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4265327.500000 Penalty: 1023.503540
	Iteration 290Q: 3 clusters Score -4265328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4265345.500000 Penalty: 1023.503540
	Iteration 291Q: 3 clusters Score -4265346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4265372.500000 Penalty: 1023.503540
	Iteration 292Q: 3 clusters Score -4265372 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4265394.000000 Penalty: 1023.503540
	Iteration 293Q: 3 clusters Score -4265394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4265403.000000 Penalty: 1023.503540
	Iteration 294Q: 3 clusters Score -4265403 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4265414.500000 Penalty: 1023.503540
	Iteration 295Q: 3 clusters Score -4265414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4265426.000000 Penalty: 1023.503540
	Iteration 296Q: 3 clusters Score -4265426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4265439.500000 Penalty: 1023.503540
	Iteration 297Q: 3 clusters Score -4265440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4265449.000000 Penalty: 1023.503540
	Iteration 298Q: 3 clusters Score -4265449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4265462.000000 Penalty: 1023.503540
	Iteration 299Q: 3 clusters Score -4265462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4265466.500000 Penalty: 1023.503540
	Iteration 300F: 3 clusters Score -4265466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76045 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4265473.000000 Penalty: 1023.503540
	Iteration 301Q: 3 clusters Score -4265473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4265478.500000 Penalty: 1023.503540
	Iteration 302Q: 3 clusters Score -4265478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4265485.500000 Penalty: 1023.503540
	Iteration 303Q: 3 clusters Score -4265486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4265482.000000 Penalty: 1023.503540
	Iteration 304Q: 3 clusters Score -4265482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4265487.000000 Penalty: 1023.503540
	Iteration 305Q: 3 clusters Score -4265487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4265497.500000 Penalty: 1023.503540
	Iteration 306Q: 3 clusters Score -4265498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4265501.000000 Penalty: 1023.503540
	Iteration 307Q: 3 clusters Score -4265501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4265504.500000 Penalty: 1023.503540
	Iteration 308Q: 3 clusters Score -4265504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4265507.000000 Penalty: 1023.503540
	Iteration 309Q: 3 clusters Score -4265507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4265515.500000 Penalty: 1023.503540
	Iteration 310Q: 3 clusters Score -4265516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4265519.000000 Penalty: 1023.503540
	Iteration 311Q: 3 clusters Score -4265519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4265523.500000 Penalty: 1023.503540
	Iteration 312Q: 3 clusters Score -4265524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4265527.500000 Penalty: 1023.503540
	Iteration 313Q: 3 clusters Score -4265528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4265525.500000 Penalty: 1023.503540
	Iteration 314Q: 3 clusters Score -4265526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4265530.500000 Penalty: 1023.503540
	Iteration 315Q: 3 clusters Score -4265530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4265530.000000 Penalty: 1023.503540
	Iteration 316Q: 3 clusters Score -4265530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4265531.500000 Penalty: 1023.503540
	Iteration 317Q: 3 clusters Score -4265532 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -4265532 nChanged 0
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Mstep: Class 1 contains 76225 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4265532.500000 Penalty: 1023.503540
	Iteration 319F: 3 clusters Score -4265532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (164022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 164022 members 
Entering Unmasked Estep 
Score: -8497490.000000 Penalty: 546.352905
	Iteration 0F: 2 clusters Score -8497490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -8387867.000000 Penalty: 1092.705811
	Iteration 0F: 3 clusters Score -8387867 nChanged 80426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -8438277.000000 Penalty: 1092.705811
	Iteration 1F: 3 clusters Score -8438277 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74224 members 
Mstep: Class 2 contains 89798 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8440018 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 92747 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8442562 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -8446531.000000 Penalty: 1092.705811
	Iteration 4F: 3 clusters Score -8446531 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -8452734.000000 Penalty: 1092.705811
	Iteration 5F: 3 clusters Score -8452734 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 107487 members 
Entering Unmasked Estep 
Score: -8462402.000000 Penalty: 1092.705811
	Iteration 6F: 3 clusters Score -8462402 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 112405 members 
Entering Unmasked Estep 
Score: -8473421.000000 Penalty: 1092.705811
	Iteration 7F: 3 clusters Score -8473421 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 115121 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8479794 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 116931 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8482647 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 118358 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8484932 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 119474 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8487065 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 120325 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8489291 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 121044 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8491154 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 121695 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8492572 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 122295 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8493737 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 122866 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8494543 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8495134 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8495531 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 124771 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8495850 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 125367 members 
Entering Unmasked Estep 
Score: -8496059.000000 Penalty: 1092.705811
	Iteration 20F: 3 clusters Score -8496059 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 125976 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8496252 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 126570 members 
Entering Unmasked Estep 
Score: -8496378.000000 Penalty: 1092.705811
	Iteration 22Q: 3 clusters Score -8496378 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
Score: -8496440.000000 Penalty: 1092.705811
	Iteration 23Q: 3 clusters Score -8496440 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 127711 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8496522 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 128234 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8496602 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 128746 members 
Entering Unmasked Estep 
Score: -8496645.000000 Penalty: 1092.705811
	Iteration 26Q: 3 clusters Score -8496645 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 129252 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8496735 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 129734 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8496809 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 130208 members 
Entering Unmasked Estep 
Score: -8496856.000000 Penalty: 1092.705811
	Iteration 29Q: 3 clusters Score -8496856 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 130667 members 
Entering Unmasked Estep 
Score: -8496919.000000 Penalty: 1092.705811
	Iteration 30Q: 3 clusters Score -8496919 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8496959 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 131552 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8496988 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 131962 members 
Entering Unmasked Estep 
Score: -8497016.000000 Penalty: 1092.705811
	Iteration 33Q: 3 clusters Score -8497016 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 132355 members 
Entering Unmasked Estep 
Score: -8497049.000000 Penalty: 1092.705811
	Iteration 34Q: 3 clusters Score -8497049 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 132729 members 
Entering Unmasked Estep 
Score: -8497081.000000 Penalty: 1092.705811
	Iteration 35Q: 3 clusters Score -8497081 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 133073 members 
Entering Unmasked Estep 
Score: -8497057.000000 Penalty: 1092.705811
	Iteration 36Q: 3 clusters Score -8497057 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 133423 members 
Entering Unmasked Estep 
Score: -8497078.000000 Penalty: 1092.705811
	Iteration 37Q: 3 clusters Score -8497078 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 133760 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8497080 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 134090 members 
Entering Unmasked Estep 
Score: -8497111.000000 Penalty: 1092.705811
	Iteration 39Q: 3 clusters Score -8497111 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 134425 members 
Entering Unmasked Estep 
Score: -8497135.000000 Penalty: 1092.705811
	Iteration 40F: 3 clusters Score -8497135 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 134744 members 
Entering Unmasked Estep 
Score: -8497153.000000 Penalty: 1092.705811
	Iteration 41Q: 3 clusters Score -8497153 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 135032 members 
Entering Unmasked Estep 
Score: -8497183.000000 Penalty: 1092.705811
	Iteration 42Q: 3 clusters Score -8497183 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 135315 members 
Entering Unmasked Estep 
Score: -8497209.000000 Penalty: 1092.705811
	Iteration 43Q: 3 clusters Score -8497209 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 135580 members 
Entering Unmasked Estep 
Score: -8497256.000000 Penalty: 1092.705811
	Iteration 44Q: 3 clusters Score -8497256 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 135832 members 
Entering Unmasked Estep 
Score: -8497278.000000 Penalty: 1092.705811
	Iteration 45Q: 3 clusters Score -8497278 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 136115 members 
Entering Unmasked Estep 
Score: -8497253.000000 Penalty: 1092.705811
	Iteration 46Q: 3 clusters Score -8497253 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 136418 members 
Entering Unmasked Estep 
Score: -8497247.000000 Penalty: 1092.705811
	Iteration 47Q: 3 clusters Score -8497247 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 136706 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8497268 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 137013 members 
Entering Unmasked Estep 
Score: -8497263.000000 Penalty: 1092.705811
	Iteration 49Q: 3 clusters Score -8497263 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 137326 members 
Entering Unmasked Estep 
Score: -8497259.000000 Penalty: 1092.705811
	Iteration 50Q: 3 clusters Score -8497259 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 137606 members 
Entering Unmasked Estep 
Score: -8497271.000000 Penalty: 1092.705811
	Iteration 51Q: 3 clusters Score -8497271 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -8497323.000000 Penalty: 1092.705811
	Iteration 52Q: 3 clusters Score -8497323 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 138139 members 
Entering Unmasked Estep 
Score: -8497313.000000 Penalty: 1092.705811
	Iteration 53Q: 3 clusters Score -8497313 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 138376 members 
Entering Unmasked Estep 
Score: -8497331.000000 Penalty: 1092.705811
	Iteration 54Q: 3 clusters Score -8497331 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 138594 members 
Entering Unmasked Estep 
Score: -8497341.000000 Penalty: 1092.705811
	Iteration 55Q: 3 clusters Score -8497341 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 138841 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8497365 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 139078 members 
Entering Unmasked Estep 
Score: -8497402.000000 Penalty: 1092.705811
	Iteration 57Q: 3 clusters Score -8497402 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 139306 members 
Entering Unmasked Estep 
Score: -8497385.000000 Penalty: 1092.705811
	Iteration 58Q: 3 clusters Score -8497385 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 139538 members 
Entering Unmasked Estep 
Score: -8497391.000000 Penalty: 1092.705811
	Iteration 59Q: 3 clusters Score -8497391 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 139740 members 
Entering Unmasked Estep 
Score: -8497404.000000 Penalty: 1092.705811
	Iteration 60F: 3 clusters Score -8497404 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 139916 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8497433 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 140087 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8497448 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 140274 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8497451 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 140457 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8497459 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 140660 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8497457 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 140885 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8497448 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8497453 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 141356 members 
Entering Unmasked Estep 
Score: -8497444.000000 Penalty: 1092.705811
	Iteration 68Q: 3 clusters Score -8497444 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 141572 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8497463 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 141788 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8497493 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 141993 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8497497 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 142191 members 
Entering Unmasked Estep 
Score: -8497518.000000 Penalty: 1092.705811
	Iteration 72Q: 3 clusters Score -8497518 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 142404 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8497547 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 142625 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8497556 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 142837 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8497569 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 143048 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8497541 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 143231 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8497544 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 143409 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8497552 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 143583 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8497555 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 143759 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8497567 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 143936 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8497561 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 144119 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8497553 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 144277 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8497546 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 144405 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8497551 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 144527 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8497553 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 144651 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8497565 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 144787 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8497588 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 144912 members 
Entering Unmasked Estep 
Score: -8497579.000000 Penalty: 1092.705811
	Iteration 88Q: 3 clusters Score -8497579 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 145008 members 
Entering Unmasked Estep 
Score: -8497589.000000 Penalty: 1092.705811
	Iteration 89Q: 3 clusters Score -8497589 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 145095 members 
Entering Unmasked Estep 
Score: -8497608.000000 Penalty: 1092.705811
	Iteration 90Q: 3 clusters Score -8497608 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 145190 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8497604 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 145273 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8497605 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 145361 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8497605 nChanged 80
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Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 145441 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8497602 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 145526 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8497605 nChanged 81
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Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 145607 members 
Entering Unmasked Estep 
Score: -8497616.000000 Penalty: 1092.705811
	Iteration 96Q: 3 clusters Score -8497616 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 145666 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8497617 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 145720 members 
Entering Unmasked Estep 
Score: -8497614.000000 Penalty: 1092.705811
	Iteration 98Q: 3 clusters Score -8497614 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 145768 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8497605 nChanged 56
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Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -8497627.000000 Penalty: 1092.705811
	Iteration 100F: 3 clusters Score -8497627 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 145882 members 
Entering Unmasked Estep 
Score: -8497636.000000 Penalty: 1092.705811
	Iteration 101Q: 3 clusters Score -8497636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 145925 members 
Entering Unmasked Estep 
Score: -8497625.000000 Penalty: 1092.705811
	Iteration 102Q: 3 clusters Score -8497625 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 145969 members 
Entering Unmasked Estep 
Score: -8497644.000000 Penalty: 1092.705811
	Iteration 103Q: 3 clusters Score -8497644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 146003 members 
Entering Unmasked Estep 
Score: -8497630.000000 Penalty: 1092.705811
	Iteration 104Q: 3 clusters Score -8497630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 146036 members 
Entering Unmasked Estep 
Score: -8497626.000000 Penalty: 1092.705811
	Iteration 105Q: 3 clusters Score -8497626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 146070 members 
Entering Unmasked Estep 
Score: -8497630.000000 Penalty: 1092.705811
	Iteration 106Q: 3 clusters Score -8497630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 146105 members 
Entering Unmasked Estep 
Score: -8497643.000000 Penalty: 1092.705811
	Iteration 107Q: 3 clusters Score -8497643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 146134 members 
Entering Unmasked Estep 
Score: -8497652.000000 Penalty: 1092.705811
	Iteration 108Q: 3 clusters Score -8497652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 146160 members 
Entering Unmasked Estep 
Score: -8497652.000000 Penalty: 1092.705811
	Iteration 109Q: 3 clusters Score -8497652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 146190 members 
Entering Unmasked Estep 
Score: -8497664.000000 Penalty: 1092.705811
	Iteration 110Q: 3 clusters Score -8497664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 146218 members 
Entering Unmasked Estep 
Score: -8497668.000000 Penalty: 1092.705811
	Iteration 111Q: 3 clusters Score -8497668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 146244 members 
Entering Unmasked Estep 
Score: -8497665.000000 Penalty: 1092.705811
	Iteration 112Q: 3 clusters Score -8497665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 146280 members 
Entering Unmasked Estep 
Score: -8497673.000000 Penalty: 1092.705811
	Iteration 113Q: 3 clusters Score -8497673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 146306 members 
Entering Unmasked Estep 
Score: -8497681.000000 Penalty: 1092.705811
	Iteration 114Q: 3 clusters Score -8497681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 146331 members 
Entering Unmasked Estep 
Score: -8497695.000000 Penalty: 1092.705811
	Iteration 115Q: 3 clusters Score -8497695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 146351 members 
Entering Unmasked Estep 
Score: -8497706.000000 Penalty: 1092.705811
	Iteration 116Q: 3 clusters Score -8497706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 146366 members 
Entering Unmasked Estep 
Score: -8497700.000000 Penalty: 1092.705811
	Iteration 117Q: 3 clusters Score -8497700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 146381 members 
Entering Unmasked Estep 
Score: -8497703.000000 Penalty: 1092.705811
	Iteration 118Q: 3 clusters Score -8497703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 146396 members 
Entering Unmasked Estep 
Score: -8497700.000000 Penalty: 1092.705811
	Iteration 119Q: 3 clusters Score -8497700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 146414 members 
Entering Unmasked Estep 
Score: -8497700.000000 Penalty: 1092.705811
	Iteration 120F: 3 clusters Score -8497700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 146427 members 
Entering Unmasked Estep 
Score: -8497696.000000 Penalty: 1092.705811
	Iteration 121Q: 3 clusters Score -8497696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 146434 members 
Entering Unmasked Estep 
Score: -8497700.000000 Penalty: 1092.705811
	Iteration 122Q: 3 clusters Score -8497700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 146445 members 
Entering Unmasked Estep 
Score: -8497701.000000 Penalty: 1092.705811
	Iteration 123Q: 3 clusters Score -8497701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 146453 members 
Entering Unmasked Estep 
Score: -8497712.000000 Penalty: 1092.705811
	Iteration 124Q: 3 clusters Score -8497712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 146458 members 
Entering Unmasked Estep 
Score: -8497714.000000 Penalty: 1092.705811
	Iteration 125Q: 3 clusters Score -8497714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 146462 members 
Entering Unmasked Estep 
Score: -8497710.000000 Penalty: 1092.705811
	Iteration 126Q: 3 clusters Score -8497710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 146469 members 
Entering Unmasked Estep 
Score: -8497708.000000 Penalty: 1092.705811
	Iteration 127Q: 3 clusters Score -8497708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 146478 members 
Entering Unmasked Estep 
Score: -8497711.000000 Penalty: 1092.705811
	Iteration 128Q: 3 clusters Score -8497711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 146485 members 
Entering Unmasked Estep 
Score: -8497711.000000 Penalty: 1092.705811
	Iteration 129Q: 3 clusters Score -8497711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 146489 members 
Entering Unmasked Estep 
Score: -8497710.000000 Penalty: 1092.705811
	Iteration 130Q: 3 clusters Score -8497710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 146493 members 
Entering Unmasked Estep 
Score: -8497717.000000 Penalty: 1092.705811
	Iteration 131Q: 3 clusters Score -8497717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 146499 members 
Entering Unmasked Estep 
Score: -8497714.000000 Penalty: 1092.705811
	Iteration 132Q: 3 clusters Score -8497714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 146504 members 
Entering Unmasked Estep 
Score: -8497714.000000 Penalty: 1092.705811
	Iteration 133Q: 3 clusters Score -8497714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 146511 members 
Entering Unmasked Estep 
Score: -8497712.000000 Penalty: 1092.705811
	Iteration 134Q: 3 clusters Score -8497712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 146515 members 
Entering Unmasked Estep 
Score: -8497710.000000 Penalty: 1092.705811
	Iteration 135Q: 3 clusters Score -8497710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 146522 members 
Entering Unmasked Estep 
Score: -8497710.000000 Penalty: 1092.705811
	Iteration 136Q: 3 clusters Score -8497710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 146527 members 
Entering Unmasked Estep 
Score: -8497712.000000 Penalty: 1092.705811
	Iteration 137Q: 3 clusters Score -8497712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 146533 members 
Entering Unmasked Estep 
Score: -8497715.000000 Penalty: 1092.705811
	Iteration 138Q: 3 clusters Score -8497715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 146540 members 
Entering Unmasked Estep 
Score: -8497716.000000 Penalty: 1092.705811
	Iteration 139Q: 3 clusters Score -8497716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 146546 members 
Entering Unmasked Estep 
Score: -8497724.000000 Penalty: 1092.705811
	Iteration 140F: 3 clusters Score -8497724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 146550 members 
Entering Unmasked Estep 
Score: -8497724.000000 Penalty: 1092.705811
	Iteration 141Q: 3 clusters Score -8497724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 146555 members 
Entering Unmasked Estep 
Score: -8497722.000000 Penalty: 1092.705811
	Iteration 142Q: 3 clusters Score -8497722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 146561 members 
Entering Unmasked Estep 
Score: -8497723.000000 Penalty: 1092.705811
	Iteration 143Q: 3 clusters Score -8497723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 146569 members 
Entering Unmasked Estep 
Score: -8497724.000000 Penalty: 1092.705811
	Iteration 144Q: 3 clusters Score -8497724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 146573 members 
Entering Unmasked Estep 
Score: -8497720.000000 Penalty: 1092.705811
	Iteration 145Q: 3 clusters Score -8497720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 146578 members 
Entering Unmasked Estep 
Score: -8497722.000000 Penalty: 1092.705811
	Iteration 146Q: 3 clusters Score -8497722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 146582 members 
Entering Unmasked Estep 
Score: -8497722.000000 Penalty: 1092.705811
	Iteration 147Q: 3 clusters Score -8497722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 146583 members 
Entering Unmasked Estep 
Score: -8497723.000000 Penalty: 1092.705811
	Iteration 148Q: 3 clusters Score -8497723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 146584 members 
Entering Unmasked Estep 
Score: -8497727.000000 Penalty: 1092.705811
	Iteration 149Q: 3 clusters Score -8497727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 146585 members 
Entering Unmasked Estep 
Score: -8497728.000000 Penalty: 1092.705811
	Iteration 150Q: 3 clusters Score -8497728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 146586 members 
Entering Unmasked Estep 
Score: -8497726.000000 Penalty: 1092.705811
	Iteration 151Q: 3 clusters Score -8497726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 146588 members 
Entering Unmasked Estep 
Score: -8497728.000000 Penalty: 1092.705811
	Iteration 152Q: 3 clusters Score -8497728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 146588 members 
Entering Unmasked Estep 
Score: -8497728.000000 Penalty: 1092.705811
	Iteration 153F: 3 clusters Score -8497728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 3641 members 
Mstep: Class 3 contains 85330 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 76672 members 
Mstep: Class 6 contains 17434 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 35380 members 
Mstep: Class 11 contains 87986 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 64621 members 
Mstep: Class 14 contains 17405 members 
Mstep: Class 15 contains 86418 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 14702 members 
Mstep: Class 18 contains 74736 members 
Mstep: Class 19 contains 75270 members 
Mstep: Class 20 contains 122925 members 
Mstep: Class 21 contains 47052 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 39711 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 2651 members 
Mstep: Class 27 contains 19956 members 
Mstep: Class 28 contains 6203 members 
Mstep: Class 29 contains 154348 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2962 members 
Mstep: Class 32 contains 13499 members 
Mstep: Class 33 contains 11360 members 
Mstep: Class 34 contains 93987 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 98061 members 
Mstep: Class 37 contains 87998 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79461 members 
Mstep: Class 41 contains 4651 members 
Mstep: Class 42 contains 28958 members 
Mstep: Class 43 contains 146588 members 
Entering Unmasked Estep 
Score: -87414032.000000 Penalty: 28102.771484
Splitting cluster 6 changes total score from -87412880.000000 to -87414032.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 7 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -123999.929688 Penalty: 352.377930
	Iteration 0F: 2 clusters Score -123999.9 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 1129 members 
Entering Unmasked Estep 
Score: -122400.164062 Penalty: 704.755859
	Iteration 0F: 3 clusters Score -122400.2 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -123047.742188 Penalty: 704.755859
	Iteration 1F: 3 clusters Score -123047.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -123230.078125 Penalty: 704.755859
	Iteration 2F: 3 clusters Score -123230.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -123370.023438 Penalty: 704.755859
	Iteration 3F: 3 clusters Score -123370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -123485.906250 Penalty: 704.755859
	Iteration 4F: 3 clusters Score -123485.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -123576.101562 Penalty: 704.755859
	Iteration 5Q: 3 clusters Score -123576.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -123626.765625 Penalty: 704.755859
	Iteration 6Q: 3 clusters Score -123626.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -123653.773438 Penalty: 704.755859
	Iteration 7Q: 3 clusters Score -123653.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -123670.218750 Penalty: 704.755859
	Iteration 8Q: 3 clusters Score -123670.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -123682.046875 Penalty: 704.755859
	Iteration 9Q: 3 clusters Score -123682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -123693.023438 Penalty: 704.755859
	Iteration 10Q: 3 clusters Score -123693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -123701.625000 Penalty: 704.755859
	Iteration 11Q: 3 clusters Score -123701.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -123707.203125 Penalty: 704.755859
	Iteration 12Q: 3 clusters Score -123707.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -123714.867188 Penalty: 704.755859
	Iteration 13Q: 3 clusters Score -123714.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123721.476562 Penalty: 704.755859
	Iteration 14Q: 3 clusters Score -123721.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -123726.414062 Penalty: 704.755859
	Iteration 15Q: 3 clusters Score -123726.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123730.890625 Penalty: 704.755859
	Iteration 16Q: 3 clusters Score -123730.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123733.257812 Penalty: 704.755859
	Iteration 17Q: 3 clusters Score -123733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -123734.335938 Penalty: 704.755859
	Iteration 18Q: 3 clusters Score -123734.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -123735.570312 Penalty: 704.755859
	Iteration 19Q: 3 clusters Score -123735.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -123736.062500 Penalty: 704.755859
	Iteration 20F: 3 clusters Score -123736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -123736.781250 Penalty: 704.755859
	Iteration 21Q: 3 clusters Score -123736.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -123737.585938 Penalty: 704.755859
	Iteration 22Q: 3 clusters Score -123737.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -123740.078125 Penalty: 704.755859
	Iteration 23Q: 3 clusters Score -123740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -123743.898438 Penalty: 704.755859
	Iteration 24Q: 3 clusters Score -123743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -123745.945312 Penalty: 704.755859
	Iteration 25Q: 3 clusters Score -123745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -123749.460938 Penalty: 704.755859
	Iteration 26Q: 3 clusters Score -123749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -123750.078125 Penalty: 704.755859
	Iteration 27Q: 3 clusters Score -123750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -123750.632812 Penalty: 704.755859
	Iteration 28Q: 3 clusters Score -123750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -123750.929688 Penalty: 704.755859
	Iteration 29Q: 3 clusters Score -123750.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -123751.820312 Penalty: 704.755859
	Iteration 30Q: 3 clusters Score -123751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123752.078125 Penalty: 704.755859
	Iteration 31Q: 3 clusters Score -123752.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123752.078125 Penalty: 704.755859
	Iteration 32F: 3 clusters Score -123752.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -19436.117188 Penalty: 277.154602
	Iteration 0F: 2 clusters Score -19436.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19012.285156 Penalty: 554.309204
	Iteration 0F: 3 clusters Score -19012.29 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19138.900391 Penalty: 554.309204
	Iteration 1F: 3 clusters Score -19138.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19175.013672 Penalty: 554.309204
	Iteration 2F: 3 clusters Score -19175.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19194.199219 Penalty: 554.309204
	Iteration 3F: 3 clusters Score -19194.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19207.894531 Penalty: 554.309204
	Iteration 4Q: 3 clusters Score -19207.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19218.753906 Penalty: 554.309204
	Iteration 5Q: 3 clusters Score -19218.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19231.162109 Penalty: 554.309204
	Iteration 6Q: 3 clusters Score -19231.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19242.146484 Penalty: 554.309204
	Iteration 7Q: 3 clusters Score -19242.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -19250.035156 Penalty: 554.309204
	Iteration 8Q: 3 clusters Score -19250.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -19255.843750 Penalty: 554.309204
	Iteration 9Q: 3 clusters Score -19255.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19257.195312 Penalty: 554.309204
	Iteration 10Q: 3 clusters Score -19257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -19258.316406 Penalty: 554.309204
	Iteration 11Q: 3 clusters Score -19258.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19258.615234 Penalty: 554.309204
	Iteration 12Q: 3 clusters Score -19258.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19260.669922 Penalty: 554.309204
	Iteration 13Q: 3 clusters Score -19260.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19262.466797 Penalty: 554.309204
	Iteration 14Q: 3 clusters Score -19262.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19268.693359 Penalty: 554.309204
	Iteration 15Q: 3 clusters Score -19268.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19275.000000 Penalty: 554.309204
	Iteration 16Q: 3 clusters Score -19275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19283.794922 Penalty: 554.309204
	Iteration 17Q: 3 clusters Score -19283.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -19288.773438 Penalty: 554.309204
	Iteration 18Q: 3 clusters Score -19288.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19291.728516 Penalty: 554.309204
	Iteration 19Q: 3 clusters Score -19291.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19293.925781 Penalty: 554.309204
	Iteration 20F: 3 clusters Score -19293.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19296.277344 Penalty: 554.309204
	Iteration 21Q: 3 clusters Score -19296.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -19299.466797 Penalty: 554.309204
	Iteration 22Q: 3 clusters Score -19299.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19303.195312 Penalty: 554.309204
	Iteration 23Q: 3 clusters Score -19303.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -19318.222656 Penalty: 554.309204
	Iteration 24Q: 3 clusters Score -19318.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19334.253906 Penalty: 554.309204
	Iteration 25Q: 3 clusters Score -19334.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19345.794922 Penalty: 554.309204
	Iteration 26Q: 3 clusters Score -19345.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -19357.726562 Penalty: 554.309204
	Iteration 27Q: 3 clusters Score -19357.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19362.193359 Penalty: 554.309204
	Iteration 28Q: 3 clusters Score -19362.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -19364.279297 Penalty: 554.309204
	Iteration 29Q: 3 clusters Score -19364.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -19367.222656 Penalty: 554.309204
	Iteration 30Q: 3 clusters Score -19367.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -19368.943359 Penalty: 554.309204
	Iteration 31Q: 3 clusters Score -19368.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19370.728516 Penalty: 554.309204
	Iteration 32Q: 3 clusters Score -19370.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19370.728516 Penalty: 554.309204
	Iteration 33F: 3 clusters Score -19370.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -87724.945312 Penalty: 337.170776
	Iteration 0F: 2 clusters Score -87724.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -86497.492188 Penalty: 674.341553
	Iteration 0F: 3 clusters Score -86497.49 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -86901.664062 Penalty: 674.341553
	Iteration 1F: 3 clusters Score -86901.66 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -86955.625000 Penalty: 674.341553
	Iteration 2F: 3 clusters Score -86955.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -87010.687500 Penalty: 674.341553
	Iteration 3Q: 3 clusters Score -87010.69 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -87062.539062 Penalty: 674.341553
	Iteration 4F: 3 clusters Score -87062.54 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -87126.171875 Penalty: 674.341553
	Iteration 5Q: 3 clusters Score -87126.17 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -87174.671875 Penalty: 674.341553
	Iteration 6Q: 3 clusters Score -87174.67 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -87212.195312 Penalty: 674.341553
	Iteration 7Q: 3 clusters Score -87212.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -87258.023438 Penalty: 674.341553
	Iteration 8Q: 3 clusters Score -87258.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -87295.585938 Penalty: 674.341553
	Iteration 9Q: 3 clusters Score -87295.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -87344.914062 Penalty: 674.341553
	Iteration 10Q: 3 clusters Score -87344.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -87401.414062 Penalty: 674.341553
	Iteration 11Q: 3 clusters Score -87401.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -87432.031250 Penalty: 674.341553
	Iteration 12Q: 3 clusters Score -87432.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -87449.390625 Penalty: 674.341553
	Iteration 13Q: 3 clusters Score -87449.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -87459.375000 Penalty: 674.341553
	Iteration 14Q: 3 clusters Score -87459.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -87465.234375 Penalty: 674.341553
	Iteration 15Q: 3 clusters Score -87465.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -87469.304688 Penalty: 674.341553
	Iteration 16Q: 3 clusters Score -87469.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -87470.812500 Penalty: 674.341553
	Iteration 17Q: 3 clusters Score -87470.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -87471.164062 Penalty: 674.341553
	Iteration 18Q: 3 clusters Score -87471.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -87471.164062 Penalty: 674.341553
	Iteration 19F: 3 clusters Score -87471.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Entering Unmasked Estep 
Score: -1948709.250000 Penalty: 476.562531
	Iteration 0F: 2 clusters Score -1948709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1924861.125000 Penalty: 953.125061
	Iteration 0F: 3 clusters Score -1924861 nChanged 17200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1934876.625000 Penalty: 953.125061
	Iteration 1F: 3 clusters Score -1934877 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1935181.000000 Penalty: 953.125061
	Iteration 2Q: 3 clusters Score -1935181 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1935581.125000 Penalty: 953.125061
	Iteration 3Q: 3 clusters Score -1935581 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -1936165.625000 Penalty: 953.125061
	Iteration 4Q: 3 clusters Score -1936166 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -1937166.875000 Penalty: 953.125061
	Iteration 5F: 3 clusters Score -1937167 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -1938942.500000 Penalty: 953.125061
	Iteration 6F: 3 clusters Score -1938942 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -1941701.875000 Penalty: 953.125061
	Iteration 7F: 3 clusters Score -1941702 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -1944881.375000 Penalty: 953.125061
	Iteration 8F: 3 clusters Score -1944881 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -1947074.875000 Penalty: 953.125061
	Iteration 9F: 3 clusters Score -1947075 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -1947966.375000 Penalty: 953.125061
	Iteration 10Q: 3 clusters Score -1947966 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -1948215.125000 Penalty: 953.125061
	Iteration 11Q: 3 clusters Score -1948215 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -1948283.500000 Penalty: 953.125061
	Iteration 12Q: 3 clusters Score -1948284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -1948314.375000 Penalty: 953.125061
	Iteration 13Q: 3 clusters Score -1948314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -1948329.000000 Penalty: 953.125061
	Iteration 14Q: 3 clusters Score -1948329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -1948338.375000 Penalty: 953.125061
	Iteration 15Q: 3 clusters Score -1948338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -1948348.125000 Penalty: 953.125061
	Iteration 16Q: 3 clusters Score -1948348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -1948352.000000 Penalty: 953.125061
	Iteration 17Q: 3 clusters Score -1948352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -1948353.375000 Penalty: 953.125061
	Iteration 18Q: 3 clusters Score -1948353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -1948353.375000 Penalty: 953.125061
	Iteration 19F: 3 clusters Score -1948353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Entering Unmasked Estep 
Score: -4866360.500000 Penalty: 518.014465
	Iteration 0F: 2 clusters Score -4866360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -4807501.500000 Penalty: 1036.028931
	Iteration 0F: 3 clusters Score -4807502 nChanged 43197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -4833967.500000 Penalty: 1036.028931
	Iteration 1F: 3 clusters Score -4833968 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -4835722.500000 Penalty: 1036.028931
	Iteration 2Q: 3 clusters Score -4835722 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -4838328.500000 Penalty: 1036.028931
	Iteration 3F: 3 clusters Score -4838328 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -4842351.500000 Penalty: 1036.028931
	Iteration 4F: 3 clusters Score -4842352 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -4847920.000000 Penalty: 1036.028931
	Iteration 5F: 3 clusters Score -4847920 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -4854463.000000 Penalty: 1036.028931
	Iteration 6F: 3 clusters Score -4854463 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -4860299.000000 Penalty: 1036.028931
	Iteration 7F: 3 clusters Score -4860299 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -4863618.500000 Penalty: 1036.028931
	Iteration 8Q: 3 clusters Score -4863618 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -4864878.000000 Penalty: 1036.028931
	Iteration 9Q: 3 clusters Score -4864878 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -4865320.500000 Penalty: 1036.028931
	Iteration 10Q: 3 clusters Score -4865320 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 86308 members 
Entering Unmasked Estep 
Score: -4865517.000000 Penalty: 1036.028931
	Iteration 11Q: 3 clusters Score -4865517 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 86546 members 
Entering Unmasked Estep 
Score: -4865664.000000 Penalty: 1036.028931
	Iteration 12Q: 3 clusters Score -4865664 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -4865742.000000 Penalty: 1036.028931
	Iteration 13Q: 3 clusters Score -4865742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -4865787.000000 Penalty: 1036.028931
	Iteration 14Q: 3 clusters Score -4865787 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 86995 members 
Entering Unmasked Estep 
Score: -4865828.000000 Penalty: 1036.028931
	Iteration 15Q: 3 clusters Score -4865828 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 87089 members 
Entering Unmasked Estep 
Score: -4865858.000000 Penalty: 1036.028931
	Iteration 16Q: 3 clusters Score -4865858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -4865890.500000 Penalty: 1036.028931
	Iteration 17Q: 3 clusters Score -4865890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -4865909.500000 Penalty: 1036.028931
	Iteration 18Q: 3 clusters Score -4865910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -4865923.500000 Penalty: 1036.028931
	Iteration 19Q: 3 clusters Score -4865924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -4865925.500000 Penalty: 1036.028931
	Iteration 20F: 3 clusters Score -4865926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 87311 members 
Entering Unmasked Estep 
Score: -4865927.500000 Penalty: 1036.028931
	Iteration 21Q: 3 clusters Score -4865928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -4865936.500000 Penalty: 1036.028931
	Iteration 22Q: 3 clusters Score -4865936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -4865938.000000 Penalty: 1036.028931
	Iteration 23Q: 3 clusters Score -4865938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -4865940.500000 Penalty: 1036.028931
	Iteration 24Q: 3 clusters Score -4865940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -4865949.000000 Penalty: 1036.028931
	Iteration 25Q: 3 clusters Score -4865949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -4865963.500000 Penalty: 1036.028931
	Iteration 26Q: 3 clusters Score -4865964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -4865974.000000 Penalty: 1036.028931
	Iteration 27Q: 3 clusters Score -4865974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -4865974.000000 Penalty: 1036.028931
	Iteration 28Q: 3 clusters Score -4865974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 87471 members 
Entering Unmasked Estep 
Score: -4865969.500000 Penalty: 1036.028931
	Iteration 29Q: 3 clusters Score -4865970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -4865968.500000 Penalty: 1036.028931
	Iteration 30Q: 3 clusters Score -4865968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 87492 members 
Entering Unmasked Estep 
Score: -4865977.000000 Penalty: 1036.028931
	Iteration 31Q: 3 clusters Score -4865977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -4865985.500000 Penalty: 1036.028931
	Iteration 32Q: 3 clusters Score -4865986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -4865986.500000 Penalty: 1036.028931
	Iteration 33Q: 3 clusters Score -4865986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 87509 members 
Entering Unmasked Estep 
Score: -4865984.500000 Penalty: 1036.028931
	Iteration 34Q: 3 clusters Score -4865984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -4865982.500000 Penalty: 1036.028931
	Iteration 35Q: 3 clusters Score -4865982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -4865981.000000 Penalty: 1036.028931
	Iteration 36Q: 3 clusters Score -4865981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 87526 members 
Entering Unmasked Estep 
Score: -4865987.500000 Penalty: 1036.028931
	Iteration 37Q: 3 clusters Score -4865988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 87529 members 
Entering Unmasked Estep 
Score: -4865988.000000 Penalty: 1036.028931
	Iteration 38Q: 3 clusters Score -4865988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -4865986.000000 Penalty: 1036.028931
	Iteration 39Q: 3 clusters Score -4865986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -4865987.500000 Penalty: 1036.028931
	Iteration 40F: 3 clusters Score -4865988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -4865988.000000 Penalty: 1036.028931
	Iteration 41Q: 3 clusters Score -4865988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -4865988.000000 Penalty: 1036.028931
	Iteration 42F: 3 clusters Score -4865988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Entering Unmasked Estep 
Score: -1161999.500000 Penalty: 455.502350
	Iteration 0F: 2 clusters Score -1162000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1147035.000000 Penalty: 911.004700
	Iteration 0F: 3 clusters Score -1147035 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1153266.375000 Penalty: 911.004700
	Iteration 1F: 3 clusters Score -1153266 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1153528.000000 Penalty: 911.004700
	Iteration 2Q: 3 clusters Score -1153528 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1153821.625000 Penalty: 911.004700
	Iteration 3Q: 3 clusters Score -1153822 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1154193.125000 Penalty: 911.004700
	Iteration 4Q: 3 clusters Score -1154193 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1154752.250000 Penalty: 911.004700
	Iteration 5Q: 3 clusters Score -1154752 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1155620.125000 Penalty: 911.004700
	Iteration 6F: 3 clusters Score -1155620 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1156806.375000 Penalty: 911.004700
	Iteration 7F: 3 clusters Score -1156806 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1158132.625000 Penalty: 911.004700
	Iteration 8F: 3 clusters Score -1158133 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1159305.250000 Penalty: 911.004700
	Iteration 9F: 3 clusters Score -1159305 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1160150.875000 Penalty: 911.004700
	Iteration 10Q: 3 clusters Score -1160151 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1160695.875000 Penalty: 911.004700
	Iteration 11Q: 3 clusters Score -1160696 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1161021.500000 Penalty: 911.004700
	Iteration 12Q: 3 clusters Score -1161022 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1161243.625000 Penalty: 911.004700
	Iteration 13Q: 3 clusters Score -1161244 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1161412.000000 Penalty: 911.004700
	Iteration 14Q: 3 clusters Score -1161412 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1161505.750000 Penalty: 911.004700
	Iteration 15Q: 3 clusters Score -1161506 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1161553.875000 Penalty: 911.004700
	Iteration 16Q: 3 clusters Score -1161554 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1161593.250000 Penalty: 911.004700
	Iteration 17Q: 3 clusters Score -1161593 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1161614.750000 Penalty: 911.004700
	Iteration 18Q: 3 clusters Score -1161615 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1161630.500000 Penalty: 911.004700
	Iteration 19Q: 3 clusters Score -1161630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1161642.375000 Penalty: 911.004700
	Iteration 20F: 3 clusters Score -1161642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1161649.125000 Penalty: 911.004700
	Iteration 21Q: 3 clusters Score -1161649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1161651.375000 Penalty: 911.004700
	Iteration 22Q: 3 clusters Score -1161651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1161649.750000 Penalty: 911.004700
	Iteration 23Q: 3 clusters Score -1161650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1161650.250000 Penalty: 911.004700
	Iteration 24Q: 3 clusters Score -1161650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1161648.625000 Penalty: 911.004700
	Iteration 25Q: 3 clusters Score -1161649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1161650.000000 Penalty: 911.004700
	Iteration 26Q: 3 clusters Score -1161650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1161652.000000 Penalty: 911.004700
	Iteration 27Q: 3 clusters Score -1161652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1161652.875000 Penalty: 911.004700
	Iteration 28Q: 3 clusters Score -1161653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1161653.875000 Penalty: 911.004700
	Iteration 29Q: 3 clusters Score -1161654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1161653.750000 Penalty: 911.004700
	Iteration 30Q: 3 clusters Score -1161654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1161655.500000 Penalty: 911.004700
	Iteration 31Q: 3 clusters Score -1161656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1161655.500000 Penalty: 911.004700
	Iteration 32F: 3 clusters Score -1161656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (64621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Entering Unmasked Estep 
Score: -3507191.750000 Penalty: 503.971405
	Iteration 0F: 2 clusters Score -3507192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -3463634.000000 Penalty: 1007.942810
	Iteration 0F: 3 clusters Score -3463634 nChanged 31329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3482186.250000 Penalty: 1007.942810
	Iteration 1F: 3 clusters Score -3482186 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3483588.500000 Penalty: 1007.942810
	Iteration 2Q: 3 clusters Score -3483588 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -3485986.500000 Penalty: 1007.942810
	Iteration 3F: 3 clusters Score -3485986 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3490057.500000 Penalty: 1007.942810
	Iteration 4F: 3 clusters Score -3490058 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3495365.500000 Penalty: 1007.942810
	Iteration 5F: 3 clusters Score -3495366 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3500016.750000 Penalty: 1007.942810
	Iteration 6F: 3 clusters Score -3500017 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3503128.750000 Penalty: 1007.942810
	Iteration 7Q: 3 clusters Score -3503129 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3504842.000000 Penalty: 1007.942810
	Iteration 8Q: 3 clusters Score -3504842 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3505641.250000 Penalty: 1007.942810
	Iteration 9Q: 3 clusters Score -3505641 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3506047.500000 Penalty: 1007.942810
	Iteration 10Q: 3 clusters Score -3506048 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3506282.000000 Penalty: 1007.942810
	Iteration 11Q: 3 clusters Score -3506282 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3506430.000000 Penalty: 1007.942810
	Iteration 12Q: 3 clusters Score -3506430 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3506553.000000 Penalty: 1007.942810
	Iteration 13Q: 3 clusters Score -3506553 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3506644.250000 Penalty: 1007.942810
	Iteration 14Q: 3 clusters Score -3506644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3506682.500000 Penalty: 1007.942810
	Iteration 15Q: 3 clusters Score -3506682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3506710.000000 Penalty: 1007.942810
	Iteration 16Q: 3 clusters Score -3506710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3506739.000000 Penalty: 1007.942810
	Iteration 17Q: 3 clusters Score -3506739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3506754.500000 Penalty: 1007.942810
	Iteration 18Q: 3 clusters Score -3506754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3506767.750000 Penalty: 1007.942810
	Iteration 19Q: 3 clusters Score -3506768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3506768.250000 Penalty: 1007.942810
	Iteration 20F: 3 clusters Score -3506768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64340 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3506776.500000 Penalty: 1007.942810
	Iteration 21Q: 3 clusters Score -3506776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3506778.250000 Penalty: 1007.942810
	Iteration 22Q: 3 clusters Score -3506778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3506781.750000 Penalty: 1007.942810
	Iteration 23Q: 3 clusters Score -3506782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3506778.750000 Penalty: 1007.942810
	Iteration 24Q: 3 clusters Score -3506779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3506784.750000 Penalty: 1007.942810
	Iteration 25Q: 3 clusters Score -3506785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64370 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3506787.500000 Penalty: 1007.942810
	Iteration 26Q: 3 clusters Score -3506788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3506790.250000 Penalty: 1007.942810
	Iteration 27Q: 3 clusters Score -3506790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3506792.250000 Penalty: 1007.942810
	Iteration 28Q: 3 clusters Score -3506792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3506792.250000 Penalty: 1007.942810
	Iteration 29F: 3 clusters Score -3506792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Entering Unmasked Estep 
Score: -913201.187500 Penalty: 444.285339
	Iteration 0F: 2 clusters Score -913201.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -901677.750000 Penalty: 888.570679
	Iteration 0F: 3 clusters Score -901677.8 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -906690.125000 Penalty: 888.570679
	Iteration 1F: 3 clusters Score -906690.1 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -907190.937500 Penalty: 888.570679
	Iteration 2F: 3 clusters Score -907190.9 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -907874.937500 Penalty: 888.570679
	Iteration 3F: 3 clusters Score -907874.9 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -908753.187500 Penalty: 888.570679
	Iteration 4F: 3 clusters Score -908753.2 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -909716.625000 Penalty: 888.570679
	Iteration 5F: 3 clusters Score -909716.6 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -910460.375000 Penalty: 888.570679
	Iteration 6F: 3 clusters Score -910460.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -910858.375000 Penalty: 888.570679
	Iteration 7Q: 3 clusters Score -910858.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -911098.625000 Penalty: 888.570679
	Iteration 8Q: 3 clusters Score -911098.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -911293.750000 Penalty: 888.570679
	Iteration 9Q: 3 clusters Score -911293.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -911475.187500 Penalty: 888.570679
	Iteration 10Q: 3 clusters Score -911475.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -911636.375000 Penalty: 888.570679
	Iteration 11Q: 3 clusters Score -911636.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -911803.062500 Penalty: 888.570679
	Iteration 12Q: 3 clusters Score -911803.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -911918.562500 Penalty: 888.570679
	Iteration 13Q: 3 clusters Score -911918.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -912018.250000 Penalty: 888.570679
	Iteration 14Q: 3 clusters Score -912018.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -912112.000000 Penalty: 888.570679
	Iteration 15Q: 3 clusters Score -912112 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -912195.875000 Penalty: 888.570679
	Iteration 16Q: 3 clusters Score -912195.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -912277.750000 Penalty: 888.570679
	Iteration 17Q: 3 clusters Score -912277.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -912336.812500 Penalty: 888.570679
	Iteration 18Q: 3 clusters Score -912336.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -912385.187500 Penalty: 888.570679
	Iteration 19Q: 3 clusters Score -912385.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -912433.812500 Penalty: 888.570679
	Iteration 20F: 3 clusters Score -912433.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -912483.500000 Penalty: 888.570679
	Iteration 21Q: 3 clusters Score -912483.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -912530.125000 Penalty: 888.570679
	Iteration 22Q: 3 clusters Score -912530.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -912571.125000 Penalty: 888.570679
	Iteration 23Q: 3 clusters Score -912571.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -912608.125000 Penalty: 888.570679
	Iteration 24Q: 3 clusters Score -912608.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -912649.437500 Penalty: 888.570679
	Iteration 25Q: 3 clusters Score -912649.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -912682.125000 Penalty: 888.570679
	Iteration 26Q: 3 clusters Score -912682.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -912704.750000 Penalty: 888.570679
	Iteration 27Q: 3 clusters Score -912704.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -912727.625000 Penalty: 888.570679
	Iteration 28Q: 3 clusters Score -912727.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -912755.375000 Penalty: 888.570679
	Iteration 29Q: 3 clusters Score -912755.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -912778.500000 Penalty: 888.570679
	Iteration 30Q: 3 clusters Score -912778.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -912795.750000 Penalty: 888.570679
	Iteration 31Q: 3 clusters Score -912795.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -912807.437500 Penalty: 888.570679
	Iteration 32Q: 3 clusters Score -912807.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -912813.562500 Penalty: 888.570679
	Iteration 33Q: 3 clusters Score -912813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -912815.937500 Penalty: 888.570679
	Iteration 34Q: 3 clusters Score -912815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -912818.187500 Penalty: 888.570679
	Iteration 35Q: 3 clusters Score -912818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -912820.062500 Penalty: 888.570679
	Iteration 36Q: 3 clusters Score -912820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -912822.500000 Penalty: 888.570679
	Iteration 37Q: 3 clusters Score -912822.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -912821.437500 Penalty: 888.570679
	Iteration 38Q: 3 clusters Score -912821.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -912821.437500 Penalty: 888.570679
	Iteration 39F: 3 clusters Score -912821.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (86418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Entering Unmasked Estep 
Score: -4559647.500000 Penalty: 517.196289
	Iteration 0F: 2 clusters Score -4559648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -4501597.000000 Penalty: 1034.392578
	Iteration 0F: 3 clusters Score -4501597 nChanged 42306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -4526640.000000 Penalty: 1034.392578
	Iteration 1F: 3 clusters Score -4526640 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -4527222.500000 Penalty: 1034.392578
	Iteration 2Q: 3 clusters Score -4527222 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -4528123.500000 Penalty: 1034.392578
	Iteration 3Q: 3 clusters Score -4528124 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -4529716.500000 Penalty: 1034.392578
	Iteration 4Q: 3 clusters Score -4529716 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -4532724.500000 Penalty: 1034.392578
	Iteration 5F: 3 clusters Score -4532724 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -4537922.000000 Penalty: 1034.392578
	Iteration 6F: 3 clusters Score -4537922 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -4545302.500000 Penalty: 1034.392578
	Iteration 7F: 3 clusters Score -4545302 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -4552286.000000 Penalty: 1034.392578
	Iteration 8F: 3 clusters Score -4552286 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -4556410.500000 Penalty: 1034.392578
	Iteration 9Q: 3 clusters Score -4556410 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4558190.000000 Penalty: 1034.392578
	Iteration 10Q: 3 clusters Score -4558190 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84994 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4558935.000000 Penalty: 1034.392578
	Iteration 11Q: 3 clusters Score -4558935 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85281 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4559224.500000 Penalty: 1034.392578
	Iteration 12Q: 3 clusters Score -4559224 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4559385.000000 Penalty: 1034.392578
	Iteration 13Q: 3 clusters Score -4559385 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85552 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4559501.500000 Penalty: 1034.392578
	Iteration 14Q: 3 clusters Score -4559502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4559576.000000 Penalty: 1034.392578
	Iteration 15Q: 3 clusters Score -4559576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4559610.000000 Penalty: 1034.392578
	Iteration 16Q: 3 clusters Score -4559610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4559635.500000 Penalty: 1034.392578
	Iteration 17Q: 3 clusters Score -4559636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4559636.500000 Penalty: 1034.392578
	Iteration 18Q: 3 clusters Score -4559636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4559648.500000 Penalty: 1034.392578
	Iteration 19Q: 3 clusters Score -4559648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4559665.000000 Penalty: 1034.392578
	Iteration 20F: 3 clusters Score -4559665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4559663.500000 Penalty: 1034.392578
	Iteration 21Q: 3 clusters Score -4559664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4559669.500000 Penalty: 1034.392578
	Iteration 22Q: 3 clusters Score -4559670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4559668.500000 Penalty: 1034.392578
	Iteration 23Q: 3 clusters Score -4559668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85747 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4559672.000000 Penalty: 1034.392578
	Iteration 24Q: 3 clusters Score -4559672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4559679.000000 Penalty: 1034.392578
	Iteration 25Q: 3 clusters Score -4559679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85760 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4559682.500000 Penalty: 1034.392578
	Iteration 26Q: 3 clusters Score -4559682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4559682.000000 Penalty: 1034.392578
	Iteration 27Q: 3 clusters Score -4559682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4559680.500000 Penalty: 1034.392578
	Iteration 28Q: 3 clusters Score -4559680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4559683.500000 Penalty: 1034.392578
	Iteration 29Q: 3 clusters Score -4559684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4559683.500000 Penalty: 1034.392578
	Iteration 30F: 3 clusters Score -4559684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 3641 members 
Mstep: Class 3 contains 85330 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 76672 members 
Mstep: Class 6 contains 17434 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 35380 members 
Mstep: Class 11 contains 87986 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 64621 members 
Mstep: Class 14 contains 17405 members 
Mstep: Class 15 contains 85765 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 14702 members 
Mstep: Class 18 contains 74736 members 
Mstep: Class 19 contains 75270 members 
Mstep: Class 20 contains 122925 members 
Mstep: Class 21 contains 47052 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 39711 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 2651 members 
Mstep: Class 27 contains 19956 members 
Mstep: Class 28 contains 6203 members 
Mstep: Class 29 contains 154348 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2962 members 
Mstep: Class 32 contains 13499 members 
Mstep: Class 33 contains 11360 members 
Mstep: Class 34 contains 93987 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 98061 members 
Mstep: Class 37 contains 87998 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79461 members 
Mstep: Class 41 contains 4651 members 
Mstep: Class 42 contains 28958 members 
Mstep: Class 43 contains 146588 members 
Mstep: Class 44 contains 653 members 
Entering Unmasked Estep 
Score: -87413680.000000 Penalty: 28756.324219
Splitting cluster 15 changes total score from -87412880.000000 to -87413680.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 16 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -126506.859375 Penalty: 354.193542
	Iteration 0F: 2 clusters Score -126506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -124843.789062 Penalty: 708.387085
	Iteration 0F: 3 clusters Score -124843.8 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -125420.320312 Penalty: 708.387085
	Iteration 1F: 3 clusters Score -125420.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -125525.765625 Penalty: 708.387085
	Iteration 2F: 3 clusters Score -125525.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -125595.617188 Penalty: 708.387085
	Iteration 3F: 3 clusters Score -125595.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -125674.093750 Penalty: 708.387085
	Iteration 4Q: 3 clusters Score -125674.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -125759.890625 Penalty: 708.387085
	Iteration 5F: 3 clusters Score -125759.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -125867.078125 Penalty: 708.387085
	Iteration 6F: 3 clusters Score -125867.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -125964.007812 Penalty: 708.387085
	Iteration 7Q: 3 clusters Score -125964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -126040.351562 Penalty: 708.387085
	Iteration 8Q: 3 clusters Score -126040.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -126095.421875 Penalty: 708.387085
	Iteration 9Q: 3 clusters Score -126095.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -126137.007812 Penalty: 708.387085
	Iteration 10Q: 3 clusters Score -126137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -126161.281250 Penalty: 708.387085
	Iteration 11Q: 3 clusters Score -126161.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -126174.117188 Penalty: 708.387085
	Iteration 12Q: 3 clusters Score -126174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -126179.796875 Penalty: 708.387085
	Iteration 13Q: 3 clusters Score -126179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -126184.023438 Penalty: 708.387085
	Iteration 14Q: 3 clusters Score -126184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -126188.046875 Penalty: 708.387085
	Iteration 15Q: 3 clusters Score -126188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -126191.632812 Penalty: 708.387085
	Iteration 16Q: 3 clusters Score -126191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -126195.906250 Penalty: 708.387085
	Iteration 17Q: 3 clusters Score -126195.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -126199.632812 Penalty: 708.387085
	Iteration 18Q: 3 clusters Score -126199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -126200.867188 Penalty: 708.387085
	Iteration 19Q: 3 clusters Score -126200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -126200.867188 Penalty: 708.387085
	Iteration 20F: 3 clusters Score -126200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Entering Unmasked Estep 
Score: -795249.312500 Penalty: 436.606110
	Iteration 0F: 2 clusters Score -795249.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -785442.750000 Penalty: 873.212219
	Iteration 0F: 3 clusters Score -785442.8 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -789463.437500 Penalty: 873.212219
	Iteration 1F: 3 clusters Score -789463.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -789732.000000 Penalty: 873.212219
	Iteration 2Q: 3 clusters Score -789732 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -790009.375000 Penalty: 873.212219
	Iteration 3Q: 3 clusters Score -790009.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -790361.937500 Penalty: 873.212219
	Iteration 4Q: 3 clusters Score -790361.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -790809.187500 Penalty: 873.212219
	Iteration 5F: 3 clusters Score -790809.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -791484.312500 Penalty: 873.212219
	Iteration 6F: 3 clusters Score -791484.3 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -792304.750000 Penalty: 873.212219
	Iteration 7F: 3 clusters Score -792304.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -792997.500000 Penalty: 873.212219
	Iteration 8Q: 3 clusters Score -792997.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -793415.375000 Penalty: 873.212219
	Iteration 9Q: 3 clusters Score -793415.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -793627.812500 Penalty: 873.212219
	Iteration 10Q: 3 clusters Score -793627.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -793762.562500 Penalty: 873.212219
	Iteration 11Q: 3 clusters Score -793762.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -793873.812500 Penalty: 873.212219
	Iteration 12Q: 3 clusters Score -793873.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -793981.625000 Penalty: 873.212219
	Iteration 13Q: 3 clusters Score -793981.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -794089.312500 Penalty: 873.212219
	Iteration 14Q: 3 clusters Score -794089.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -794186.062500 Penalty: 873.212219
	Iteration 15Q: 3 clusters Score -794186.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -794264.625000 Penalty: 873.212219
	Iteration 16Q: 3 clusters Score -794264.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -794329.875000 Penalty: 873.212219
	Iteration 17Q: 3 clusters Score -794329.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -794405.937500 Penalty: 873.212219
	Iteration 18Q: 3 clusters Score -794405.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -794484.187500 Penalty: 873.212219
	Iteration 19Q: 3 clusters Score -794484.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -794551.750000 Penalty: 873.212219
	Iteration 20F: 3 clusters Score -794551.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -794612.187500 Penalty: 873.212219
	Iteration 21Q: 3 clusters Score -794612.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -794657.812500 Penalty: 873.212219
	Iteration 22Q: 3 clusters Score -794657.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -794695.500000 Penalty: 873.212219
	Iteration 23Q: 3 clusters Score -794695.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -794728.062500 Penalty: 873.212219
	Iteration 24Q: 3 clusters Score -794728.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -794750.812500 Penalty: 873.212219
	Iteration 25Q: 3 clusters Score -794750.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -794773.375000 Penalty: 873.212219
	Iteration 26Q: 3 clusters Score -794773.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -794788.062500 Penalty: 873.212219
	Iteration 27Q: 3 clusters Score -794788.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -794796.250000 Penalty: 873.212219
	Iteration 28Q: 3 clusters Score -794796.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -794802.125000 Penalty: 873.212219
	Iteration 29Q: 3 clusters Score -794802.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -794812.812500 Penalty: 873.212219
	Iteration 30Q: 3 clusters Score -794812.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -794821.750000 Penalty: 873.212219
	Iteration 31Q: 3 clusters Score -794821.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -794827.812500 Penalty: 873.212219
	Iteration 32Q: 3 clusters Score -794827.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -794831.625000 Penalty: 873.212219
	Iteration 33Q: 3 clusters Score -794831.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -794834.562500 Penalty: 873.212219
	Iteration 34Q: 3 clusters Score -794834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -794837.937500 Penalty: 873.212219
	Iteration 35Q: 3 clusters Score -794837.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -794841.625000 Penalty: 873.212219
	Iteration 36Q: 3 clusters Score -794841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -794841.312500 Penalty: 873.212219
	Iteration 37Q: 3 clusters Score -794841.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -794842.250000 Penalty: 873.212219
	Iteration 38Q: 3 clusters Score -794842.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -794843.000000 Penalty: 873.212219
	Iteration 39Q: 3 clusters Score -794843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -794845.500000 Penalty: 873.212219
	Iteration 40F: 3 clusters Score -794845.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -794851.437500 Penalty: 873.212219
	Iteration 41Q: 3 clusters Score -794851.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -794856.750000 Penalty: 873.212219
	Iteration 42Q: 3 clusters Score -794856.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -794859.312500 Penalty: 873.212219
	Iteration 43Q: 3 clusters Score -794859.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -794864.062500 Penalty: 873.212219
	Iteration 44Q: 3 clusters Score -794864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -794864.500000 Penalty: 873.212219
	Iteration 45Q: 3 clusters Score -794864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -794865.937500 Penalty: 873.212219
	Iteration 46Q: 3 clusters Score -794865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -794865.875000 Penalty: 873.212219
	Iteration 47Q: 3 clusters Score -794865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -794867.187500 Penalty: 873.212219
	Iteration 48Q: 3 clusters Score -794867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -794867.625000 Penalty: 873.212219
	Iteration 49Q: 3 clusters Score -794867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -794868.625000 Penalty: 873.212219
	Iteration 50Q: 3 clusters Score -794868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -794868.625000 Penalty: 873.212219
	Iteration 51F: 3 clusters Score -794868.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (74736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Entering Unmasked Estep 
Score: -4025054.250000 Penalty: 510.588104
	Iteration 0F: 2 clusters Score -4025054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -3974734.250000 Penalty: 1021.176208
	Iteration 0F: 3 clusters Score -3974734 nChanged 36300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -3997143.500000 Penalty: 1021.176208
	Iteration 1F: 3 clusters Score -3997144 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -3998581.250000 Penalty: 1021.176208
	Iteration 2Q: 3 clusters Score -3998581 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -4000994.500000 Penalty: 1021.176208
	Iteration 3F: 3 clusters Score -4000994 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4004923.750000 Penalty: 1021.176208
	Iteration 4F: 3 clusters Score -4004924 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4009992.500000 Penalty: 1021.176208
	Iteration 5F: 3 clusters Score -4009992 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4013482.750000 Penalty: 1021.176208
	Iteration 6F: 3 clusters Score -4013483 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4014643.750000 Penalty: 1021.176208
	Iteration 7Q: 3 clusters Score -4014644 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4015138.000000 Penalty: 1021.176208
	Iteration 8Q: 3 clusters Score -4015138 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -4015632.000000 Penalty: 1021.176208
	Iteration 9Q: 3 clusters Score -4015632 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -4015985.000000 Penalty: 1021.176208
	Iteration 10Q: 3 clusters Score -4015985 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -4016335.500000 Penalty: 1021.176208
	Iteration 11Q: 3 clusters Score -4016336 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4016652.000000 Penalty: 1021.176208
	Iteration 12Q: 3 clusters Score -4016652 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4016960.250000 Penalty: 1021.176208
	Iteration 13Q: 3 clusters Score -4016960 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -4017193.250000 Penalty: 1021.176208
	Iteration 14Q: 3 clusters Score -4017193 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -4017378.000000 Penalty: 1021.176208
	Iteration 15Q: 3 clusters Score -4017378 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4017531.500000 Penalty: 1021.176208
	Iteration 16Q: 3 clusters Score -4017532 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -4017654.250000 Penalty: 1021.176208
	Iteration 17Q: 3 clusters Score -4017654 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4017763.250000 Penalty: 1021.176208
	Iteration 18Q: 3 clusters Score -4017763 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4017871.000000 Penalty: 1021.176208
	Iteration 19Q: 3 clusters Score -4017871 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -4017967.500000 Penalty: 1021.176208
	Iteration 20F: 3 clusters Score -4017968 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -4018062.000000 Penalty: 1021.176208
	Iteration 21Q: 3 clusters Score -4018062 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -4018135.250000 Penalty: 1021.176208
	Iteration 22Q: 3 clusters Score -4018135 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4018204.500000 Penalty: 1021.176208
	Iteration 23Q: 3 clusters Score -4018204 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -4018313.750000 Penalty: 1021.176208
	Iteration 24Q: 3 clusters Score -4018314 nChanged 445
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Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 30289 members 
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	Iteration 25Q: 3 clusters Score -4018404 nChanged 435
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Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4018440 nChanged 417
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Mstep: Class 1 contains 44883 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4018524 nChanged 409
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	Iteration 28Q: 3 clusters Score -4018594 nChanged 390
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	Iteration 29Q: 3 clusters Score -4018644 nChanged 423
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Mstep: Class 2 contains 29279 members 
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	Iteration 30Q: 3 clusters Score -4018720 nChanged 442
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	Iteration 31Q: 3 clusters Score -4018796 nChanged 423
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Mstep: Class 2 contains 28904 members 
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	Iteration 32Q: 3 clusters Score -4018873 nChanged 420
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Mstep: Class 2 contains 28730 members 
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	Iteration 33Q: 3 clusters Score -4018938 nChanged 388
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	Iteration 34Q: 3 clusters Score -4018996 nChanged 342
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	Iteration 35Q: 3 clusters Score -4019040 nChanged 333
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Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 28319 members 
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	Iteration 36Q: 3 clusters Score -4019114 nChanged 317
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	Iteration 37Q: 3 clusters Score -4019160 nChanged 301
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Mstep: Class 2 contains 28077 members 
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	Iteration 38Q: 3 clusters Score -4019191 nChanged 300
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Mstep: Class 1 contains 46771 members 
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	Iteration 39Q: 3 clusters Score -4019212 nChanged 269
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Mstep: Class 1 contains 46830 members 
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	Iteration 40F: 3 clusters Score -4019242 nChanged 246
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Mstep: Class 1 contains 46888 members 
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	Iteration 41Q: 3 clusters Score -4019290 nChanged 266
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Mstep: Class 1 contains 46972 members 
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	Iteration 42Q: 3 clusters Score -4019319 nChanged 259
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	Iteration 43Q: 3 clusters Score -4019353 nChanged 249
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	Iteration 44Q: 3 clusters Score -4019388 nChanged 259
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	Iteration 45Q: 3 clusters Score -4019414 nChanged 251
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	Iteration 48Q: 3 clusters Score -4019474 nChanged 222
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	Iteration 49Q: 3 clusters Score -4019494 nChanged 214
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	Iteration 50Q: 3 clusters Score -4019518 nChanged 211
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	Iteration 51Q: 3 clusters Score -4019542 nChanged 204
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	Iteration 52Q: 3 clusters Score -4019556 nChanged 178
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	Iteration 53Q: 3 clusters Score -4019559 nChanged 165
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	Iteration 54Q: 3 clusters Score -4019571 nChanged 138
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	Iteration 55Q: 3 clusters Score -4019592 nChanged 144
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	Iteration 56Q: 3 clusters Score -4019604 nChanged 130
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	Iteration 57Q: 3 clusters Score -4019618 nChanged 126
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	Iteration 58Q: 3 clusters Score -4019611 nChanged 109
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	Iteration 59Q: 3 clusters Score -4019627 nChanged 106
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	Iteration 60F: 3 clusters Score -4019638 nChanged 91
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	Iteration 61Q: 3 clusters Score -4019651 nChanged 99
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	Iteration 62Q: 3 clusters Score -4019655 nChanged 81
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	Iteration 63Q: 3 clusters Score -4019645 nChanged 76
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	Iteration 64Q: 3 clusters Score -4019650 nChanged 67
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	Iteration 65Q: 3 clusters Score -4019662 nChanged 72
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	Iteration 66Q: 3 clusters Score -4019671 nChanged 81
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	Iteration 67Q: 3 clusters Score -4019686 nChanged 82
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	Iteration 68Q: 3 clusters Score -4019672 nChanged 75
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	Iteration 69Q: 3 clusters Score -4019689 nChanged 81
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	Iteration 70Q: 3 clusters Score -4019699 nChanged 71
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	Iteration 71Q: 3 clusters Score -4019702 nChanged 73
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	Iteration 72Q: 3 clusters Score -4019712 nChanged 76
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	Iteration 73Q: 3 clusters Score -4019706 nChanged 62
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	Iteration 74Q: 3 clusters Score -4019710 nChanged 71
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	Iteration 75Q: 3 clusters Score -4019706 nChanged 72
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	Iteration 76Q: 3 clusters Score -4019702 nChanged 63
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	Iteration 77Q: 3 clusters Score -4019707 nChanged 52
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	Iteration 78Q: 3 clusters Score -4019709 nChanged 44
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	Iteration 79Q: 3 clusters Score -4019712 nChanged 41
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	Iteration 80F: 3 clusters Score -4019708 nChanged 34
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	Iteration 81Q: 3 clusters Score -4019705 nChanged 34
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	Iteration 82Q: 3 clusters Score -4019702 nChanged 30
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	Iteration 83Q: 3 clusters Score -4019706 nChanged 30
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	Iteration 84Q: 3 clusters Score -4019716 nChanged 30
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	Iteration 85Q: 3 clusters Score -4019720 nChanged 29
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	Iteration 86Q: 3 clusters Score -4019727 nChanged 37
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	Iteration 87Q: 3 clusters Score -4019718 nChanged 43
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	Iteration 88Q: 3 clusters Score -4019721 nChanged 59
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	Iteration 89Q: 3 clusters Score -4019727 nChanged 45
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	Iteration 90Q: 3 clusters Score -4019736 nChanged 30
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	Iteration 91Q: 3 clusters Score -4019733 nChanged 40
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	Iteration 92Q: 3 clusters Score -4019732 nChanged 45
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	Iteration 93Q: 3 clusters Score -4019730 nChanged 49
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	Iteration 94Q: 3 clusters Score -4019734 nChanged 48
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	Iteration 95Q: 3 clusters Score -4019733 nChanged 50
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	Iteration 96Q: 3 clusters Score -4019738 nChanged 38
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	Iteration 97Q: 3 clusters Score -4019738 nChanged 45
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	Iteration 98Q: 3 clusters Score -4019739 nChanged 29
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	Iteration 99Q: 3 clusters Score -4019743 nChanged 25
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	Iteration 100F: 3 clusters Score -4019742 nChanged 28
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	Iteration 101Q: 3 clusters Score -4019741 nChanged 36
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	Iteration 102Q: 3 clusters Score -4019744 nChanged 28
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	Iteration 103Q: 3 clusters Score -4019742 nChanged 29
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	Iteration 105Q: 3 clusters Score -4019743 nChanged 30
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	Iteration 106Q: 3 clusters Score -4019748 nChanged 29
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	Iteration 107Q: 3 clusters Score -4019751 nChanged 35
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	Iteration 108Q: 3 clusters Score -4019752 nChanged 37
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	Iteration 111Q: 3 clusters Score -4019758 nChanged 16
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	Iteration 112Q: 3 clusters Score -4019758 nChanged 16
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	Iteration 113Q: 3 clusters Score -4019763 nChanged 12
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	Iteration 114Q: 3 clusters Score -4019762 nChanged 8
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	Iteration 115Q: 3 clusters Score -4019762 nChanged 8
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	Iteration 116Q: 3 clusters Score -4019762 nChanged 8
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	Iteration 117Q: 3 clusters Score -4019765 nChanged 6
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4019764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4019764.000000 Penalty: 1021.176208
	Iteration 119Q: 3 clusters Score -4019764 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4019764.500000 Penalty: 1021.176208
	Iteration 120F: 3 clusters Score -4019764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -4019766.250000 Penalty: 1021.176208
	Iteration 121Q: 3 clusters Score -4019766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -4019765.500000 Penalty: 1021.176208
	Iteration 122Q: 3 clusters Score -4019766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -4019767.500000 Penalty: 1021.176208
	Iteration 123Q: 3 clusters Score -4019768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -4019764.250000 Penalty: 1021.176208
	Iteration 124Q: 3 clusters Score -4019764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -4019763.750000 Penalty: 1021.176208
	Iteration 125Q: 3 clusters Score -4019764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -4019759.500000 Penalty: 1021.176208
	Iteration 126Q: 3 clusters Score -4019760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -4019759.500000 Penalty: 1021.176208
	Iteration 127Q: 3 clusters Score -4019760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -4019753.500000 Penalty: 1021.176208
	Iteration 128Q: 3 clusters Score -4019754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -4019751.250000 Penalty: 1021.176208
	Iteration 129Q: 3 clusters Score -4019751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -4019752.500000 Penalty: 1021.176208
	Iteration 130Q: 3 clusters Score -4019752 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4019752 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -4019751.500000 Penalty: 1021.176208
	Iteration 132F: 3 clusters Score -4019752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75270 members 
Entering Unmasked Estep 
Score: -4168813.500000 Penalty: 510.912079
	Iteration 0F: 2 clusters Score -4168814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -4118291 nChanged 36636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4140707 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4141694 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4143227 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -4145735 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4149365 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -4153374.000000 Penalty: 1021.824158
	Iteration 6F: 3 clusters Score -4153374 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4156472.250000 Penalty: 1021.824158
	Iteration 7F: 3 clusters Score -4156472 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -4158291.750000 Penalty: 1021.824158
	Iteration 8Q: 3 clusters Score -4158292 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4159354.500000 Penalty: 1021.824158
	Iteration 9Q: 3 clusters Score -4159354 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4160208 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4161023.500000 Penalty: 1021.824158
	Iteration 11Q: 3 clusters Score -4161024 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57832 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -4161846.250000 Penalty: 1021.824158
	Iteration 12Q: 3 clusters Score -4161846 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4162570.500000 Penalty: 1021.824158
	Iteration 13Q: 3 clusters Score -4162570 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4163210.500000 Penalty: 1021.824158
	Iteration 14Q: 3 clusters Score -4163210 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4163766.750000 Penalty: 1021.824158
	Iteration 15Q: 3 clusters Score -4163767 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4164203.750000 Penalty: 1021.824158
	Iteration 16Q: 3 clusters Score -4164204 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -4164552.500000 Penalty: 1021.824158
	Iteration 17Q: 3 clusters Score -4164552 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -4164828.000000 Penalty: 1021.824158
	Iteration 18Q: 3 clusters Score -4164828 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -4165016.000000 Penalty: 1021.824158
	Iteration 19Q: 3 clusters Score -4165016 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -4165183.250000 Penalty: 1021.824158
	Iteration 20F: 3 clusters Score -4165183 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60800 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4165333.000000 Penalty: 1021.824158
	Iteration 21Q: 3 clusters Score -4165333 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -4165474.000000 Penalty: 1021.824158
	Iteration 22Q: 3 clusters Score -4165474 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4165563.000000 Penalty: 1021.824158
	Iteration 23Q: 3 clusters Score -4165563 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -4165638.750000 Penalty: 1021.824158
	Iteration 24Q: 3 clusters Score -4165639 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4165694.000000 Penalty: 1021.824158
	Iteration 25Q: 3 clusters Score -4165694 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -4165755.750000 Penalty: 1021.824158
	Iteration 26Q: 3 clusters Score -4165756 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -4165804.250000 Penalty: 1021.824158
	Iteration 27Q: 3 clusters Score -4165804 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -4165829.500000 Penalty: 1021.824158
	Iteration 28Q: 3 clusters Score -4165830 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -4165870.000000 Penalty: 1021.824158
	Iteration 29Q: 3 clusters Score -4165870 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -4165900.250000 Penalty: 1021.824158
	Iteration 30Q: 3 clusters Score -4165900 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -4165938.500000 Penalty: 1021.824158
	Iteration 31Q: 3 clusters Score -4165938 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -4165965.000000 Penalty: 1021.824158
	Iteration 32Q: 3 clusters Score -4165965 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -4166026.500000 Penalty: 1021.824158
	Iteration 33Q: 3 clusters Score -4166026 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -4166054.250000 Penalty: 1021.824158
	Iteration 34Q: 3 clusters Score -4166054 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -4166084.500000 Penalty: 1021.824158
	Iteration 35Q: 3 clusters Score -4166084 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -4166107.750000 Penalty: 1021.824158
	Iteration 36Q: 3 clusters Score -4166108 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -4166125.250000 Penalty: 1021.824158
	Iteration 37Q: 3 clusters Score -4166125 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4166139.750000 Penalty: 1021.824158
	Iteration 38Q: 3 clusters Score -4166140 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -4166165.250000 Penalty: 1021.824158
	Iteration 39Q: 3 clusters Score -4166165 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -4166181.750000 Penalty: 1021.824158
	Iteration 40F: 3 clusters Score -4166182 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -4166211.000000 Penalty: 1021.824158
	Iteration 41Q: 3 clusters Score -4166211 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -4166218.750000 Penalty: 1021.824158
	Iteration 42Q: 3 clusters Score -4166219 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4166229.250000 Penalty: 1021.824158
	Iteration 43Q: 3 clusters Score -4166229 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -4166249.000000 Penalty: 1021.824158
	Iteration 44Q: 3 clusters Score -4166249 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63780 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4166254.750000 Penalty: 1021.824158
	Iteration 45Q: 3 clusters Score -4166255 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4166280.000000 Penalty: 1021.824158
	Iteration 46Q: 3 clusters Score -4166280 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4166290.000000 Penalty: 1021.824158
	Iteration 47Q: 3 clusters Score -4166290 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -4166299.500000 Penalty: 1021.824158
	Iteration 48Q: 3 clusters Score -4166300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -4166300.750000 Penalty: 1021.824158
	Iteration 49Q: 3 clusters Score -4166301 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -4166321.250000 Penalty: 1021.824158
	Iteration 50Q: 3 clusters Score -4166321 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64388 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4166341.250000 Penalty: 1021.824158
	Iteration 51Q: 3 clusters Score -4166341 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -4166341.000000 Penalty: 1021.824158
	Iteration 52Q: 3 clusters Score -4166341 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4166350.000000 Penalty: 1021.824158
	Iteration 53Q: 3 clusters Score -4166350 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4166360.750000 Penalty: 1021.824158
	Iteration 54Q: 3 clusters Score -4166361 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4166385.500000 Penalty: 1021.824158
	Iteration 55Q: 3 clusters Score -4166386 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4166427.250000 Penalty: 1021.824158
	Iteration 56Q: 3 clusters Score -4166427 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4166467.750000 Penalty: 1021.824158
	Iteration 57Q: 3 clusters Score -4166468 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4166511.000000 Penalty: 1021.824158
	Iteration 58Q: 3 clusters Score -4166511 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -4166561.000000 Penalty: 1021.824158
	Iteration 59Q: 3 clusters Score -4166561 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -4166597.750000 Penalty: 1021.824158
	Iteration 60F: 3 clusters Score -4166598 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -4166655.750000 Penalty: 1021.824158
	Iteration 61Q: 3 clusters Score -4166656 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66300 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4166698.750000 Penalty: 1021.824158
	Iteration 62Q: 3 clusters Score -4166699 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -4166745.500000 Penalty: 1021.824158
	Iteration 63Q: 3 clusters Score -4166746 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66719 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4166820.000000 Penalty: 1021.824158
	Iteration 64Q: 3 clusters Score -4166820 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -4166880.250000 Penalty: 1021.824158
	Iteration 65Q: 3 clusters Score -4166880 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4166945.000000 Penalty: 1021.824158
	Iteration 66Q: 3 clusters Score -4166945 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4167012.500000 Penalty: 1021.824158
	Iteration 67Q: 3 clusters Score -4167012 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -4167092.500000 Penalty: 1021.824158
	Iteration 68Q: 3 clusters Score -4167092 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67887 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4167155.500000 Penalty: 1021.824158
	Iteration 69Q: 3 clusters Score -4167156 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4167211.000000 Penalty: 1021.824158
	Iteration 70Q: 3 clusters Score -4167211 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68346 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -4167257.750000 Penalty: 1021.824158
	Iteration 71Q: 3 clusters Score -4167258 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -4167300.000000 Penalty: 1021.824158
	Iteration 72Q: 3 clusters Score -4167300 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -4167366.250000 Penalty: 1021.824158
	Iteration 73Q: 3 clusters Score -4167366 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -4167397.250000 Penalty: 1021.824158
	Iteration 74Q: 3 clusters Score -4167397 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -4167449.250000 Penalty: 1021.824158
	Iteration 75Q: 3 clusters Score -4167449 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -4167475.500000 Penalty: 1021.824158
	Iteration 76Q: 3 clusters Score -4167476 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 5412 members 
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Mstep: Class 1 contains 69998 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70150 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70427 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70566 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 70692 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70814 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 3881 members 
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Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 3565 members 
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Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71904 members 
Mstep: Class 2 contains 3366 members 
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Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 3273 members 
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Mstep: Class 1 contains 72097 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 3060 members 
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Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4168080 nChanged 105
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Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 2846 members 
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Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72644 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 72738 members 
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Mstep: Class 1 contains 72834 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 72926 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73098 members 
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Mstep: Class 1 contains 73178 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73252 members 
Mstep: Class 2 contains 2018 members 
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Mstep: Class 1 contains 73313 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73412 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73457 members 
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Mstep: Class 1 contains 73615 members 
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Mstep: Class 1 contains 73683 members 
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Mstep: Class 1 contains 73713 members 
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Mstep: Class 1 contains 73744 members 
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Mstep: Class 1 contains 73768 members 
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Mstep: Class 1 contains 73794 members 
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	Iteration 124Q: 3 clusters Score -4168340 nChanged 27
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Mstep: Class 1 contains 73819 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 73847 members 
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	Iteration 126Q: 3 clusters Score -4168348 nChanged 25
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Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 1400 members 
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Mstep: Class 1 contains 73890 members 
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Mstep: Class 1 contains 73911 members 
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Mstep: Class 1 contains 73926 members 
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Mstep: Class 1 contains 73939 members 
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Mstep: Class 1 contains 73950 members 
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Mstep: Class 1 contains 73975 members 
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Mstep: Class 1 contains 73984 members 
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Mstep: Class 1 contains 73995 members 
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	Iteration 136Q: 3 clusters Score -4168354 nChanged 12
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Mstep: Class 1 contains 74007 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4168359 nChanged 15
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Mstep: Class 1 contains 74020 members 
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	Iteration 138Q: 3 clusters Score -4168354 nChanged 18
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Mstep: Class 1 contains 74038 members 
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	Iteration 140F: 3 clusters Score -4168363 nChanged 10
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Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 1212 members 
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Mstep: Class 1 contains 74069 members 
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	Iteration 142Q: 3 clusters Score -4168370 nChanged 14
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Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 1191 members 
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	Iteration 143Q: 3 clusters Score -4168366 nChanged 24
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	Iteration 144Q: 3 clusters Score -4168374 nChanged 28
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Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 1139 members 
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	Iteration 145Q: 3 clusters Score -4168382 nChanged 29
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Mstep: Class 1 contains 74152 members 
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	Iteration 146Q: 3 clusters Score -4168389 nChanged 27
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Mstep: Class 1 contains 74177 members 
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	Iteration 147Q: 3 clusters Score -4168394 nChanged 34
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Mstep: Class 1 contains 74209 members 
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	Iteration 148Q: 3 clusters Score -4168395 nChanged 37
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Mstep: Class 1 contains 74238 members 
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	Iteration 149Q: 3 clusters Score -4168403 nChanged 41
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Mstep: Class 1 contains 74279 members 
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	Iteration 150Q: 3 clusters Score -4168407 nChanged 42
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Mstep: Class 1 contains 74319 members 
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	Iteration 151Q: 3 clusters Score -4168427 nChanged 39
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	Iteration 152Q: 3 clusters Score -4168430 nChanged 40
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Mstep: Class 1 contains 74390 members 
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Mstep: Class 1 contains 74417 members 
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	Iteration 154Q: 3 clusters Score -4168447 nChanged 30
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	Iteration 157Q: 3 clusters Score -4168450 nChanged 12
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	Iteration 158Q: 3 clusters Score -4168447 nChanged 13
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	Iteration 159Q: 3 clusters Score -4168449 nChanged 5
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	Iteration 160F: 3 clusters Score -4168449 nChanged 7
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	Iteration 161Q: 3 clusters Score -4168450 nChanged 8
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	Iteration 162Q: 3 clusters Score -4168450 nChanged 10
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	Iteration 163Q: 3 clusters Score -4168454 nChanged 10
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	Iteration 164Q: 3 clusters Score -4168454 nChanged 7
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	Iteration 165Q: 3 clusters Score -4168452 nChanged 4
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	Iteration 166Q: 3 clusters Score -4168451 nChanged 2
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	Iteration 167Q: 3 clusters Score -4168454 nChanged 1
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	Iteration 168Q: 3 clusters Score -4168454 nChanged 0
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Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4168453.750000 Penalty: 1021.824158
	Iteration 169F: 3 clusters Score -4168454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (122925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122925 members 
Entering Unmasked Estep 
Score: -6571476.500000 Penalty: 533.229492
	Iteration 0F: 2 clusters Score -6571476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -6495176.000000 Penalty: 1066.458984
	Iteration 0F: 3 clusters Score -6495176 nChanged 60084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -6532195.000000 Penalty: 1066.458984
	Iteration 1F: 3 clusters Score -6532195 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -6534783.500000 Penalty: 1066.458984
	Iteration 2Q: 3 clusters Score -6534784 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -6539316.500000 Penalty: 1066.458984
	Iteration 3F: 3 clusters Score -6539316 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -6546739.000000 Penalty: 1066.458984
	Iteration 4F: 3 clusters Score -6546739 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -6554925.500000 Penalty: 1066.458984
	Iteration 5F: 3 clusters Score -6554926 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -6559956.500000 Penalty: 1066.458984
	Iteration 6F: 3 clusters Score -6559956 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -6562002.000000 Penalty: 1066.458984
	Iteration 7Q: 3 clusters Score -6562002 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80015 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -6562799.500000 Penalty: 1066.458984
	Iteration 8Q: 3 clusters Score -6562800 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -6563229.500000 Penalty: 1066.458984
	Iteration 9Q: 3 clusters Score -6563230 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -6563680.500000 Penalty: 1066.458984
	Iteration 10Q: 3 clusters Score -6563680 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -6564057.000000 Penalty: 1066.458984
	Iteration 11Q: 3 clusters Score -6564057 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -6564388.000000 Penalty: 1066.458984
	Iteration 12Q: 3 clusters Score -6564388 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80487 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -6564732.000000 Penalty: 1066.458984
	Iteration 13Q: 3 clusters Score -6564732 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -6564955.500000 Penalty: 1066.458984
	Iteration 14Q: 3 clusters Score -6564956 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -6565290.000000 Penalty: 1066.458984
	Iteration 15Q: 3 clusters Score -6565290 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -6565484.500000 Penalty: 1066.458984
	Iteration 16Q: 3 clusters Score -6565484 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -6565699.500000 Penalty: 1066.458984
	Iteration 17Q: 3 clusters Score -6565700 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -6565895.000000 Penalty: 1066.458984
	Iteration 18Q: 3 clusters Score -6565895 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -6566056.000000 Penalty: 1066.458984
	Iteration 19Q: 3 clusters Score -6566056 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81463 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -6566247.500000 Penalty: 1066.458984
	Iteration 20F: 3 clusters Score -6566248 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -6566359.500000 Penalty: 1066.458984
	Iteration 21Q: 3 clusters Score -6566360 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -6566520.500000 Penalty: 1066.458984
	Iteration 22Q: 3 clusters Score -6566520 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -6566643.000000 Penalty: 1066.458984
	Iteration 23Q: 3 clusters Score -6566643 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -6566795.000000 Penalty: 1066.458984
	Iteration 24Q: 3 clusters Score -6566795 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -6566905.000000 Penalty: 1066.458984
	Iteration 25Q: 3 clusters Score -6566905 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -6567006.500000 Penalty: 1066.458984
	Iteration 26Q: 3 clusters Score -6567006 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -6567133.500000 Penalty: 1066.458984
	Iteration 27Q: 3 clusters Score -6567134 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82617 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -6567232.000000 Penalty: 1066.458984
	Iteration 28Q: 3 clusters Score -6567232 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -6567327.000000 Penalty: 1066.458984
	Iteration 29Q: 3 clusters Score -6567327 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -6567420.500000 Penalty: 1066.458984
	Iteration 30Q: 3 clusters Score -6567420 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -6567453.500000 Penalty: 1066.458984
	Iteration 31Q: 3 clusters Score -6567454 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -6567545.000000 Penalty: 1066.458984
	Iteration 32Q: 3 clusters Score -6567545 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -6567610.500000 Penalty: 1066.458984
	Iteration 33Q: 3 clusters Score -6567610 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -6567706.500000 Penalty: 1066.458984
	Iteration 34Q: 3 clusters Score -6567706 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -6567760.500000 Penalty: 1066.458984
	Iteration 35Q: 3 clusters Score -6567760 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83704 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -6567840.500000 Penalty: 1066.458984
	Iteration 36Q: 3 clusters Score -6567840 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -6567913.000000 Penalty: 1066.458984
	Iteration 37Q: 3 clusters Score -6567913 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -6567977.000000 Penalty: 1066.458984
	Iteration 38Q: 3 clusters Score -6567977 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -6568027.000000 Penalty: 1066.458984
	Iteration 39Q: 3 clusters Score -6568027 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -6568061.500000 Penalty: 1066.458984
	Iteration 40F: 3 clusters Score -6568062 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84078 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -6568059.000000 Penalty: 1066.458984
	Iteration 41Q: 3 clusters Score -6568059 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84138 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -6568077.500000 Penalty: 1066.458984
	Iteration 42Q: 3 clusters Score -6568078 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -6568118.500000 Penalty: 1066.458984
	Iteration 43Q: 3 clusters Score -6568118 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -6568155.500000 Penalty: 1066.458984
	Iteration 44Q: 3 clusters Score -6568156 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -6568217.500000 Penalty: 1066.458984
	Iteration 45Q: 3 clusters Score -6568218 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -6568228.000000 Penalty: 1066.458984
	Iteration 46Q: 3 clusters Score -6568228 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -6568243.000000 Penalty: 1066.458984
	Iteration 47Q: 3 clusters Score -6568243 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -6568267.000000 Penalty: 1066.458984
	Iteration 48Q: 3 clusters Score -6568267 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84374 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -6568274.500000 Penalty: 1066.458984
	Iteration 49Q: 3 clusters Score -6568274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -6568290.500000 Penalty: 1066.458984
	Iteration 50Q: 3 clusters Score -6568290 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -6568299.000000 Penalty: 1066.458984
	Iteration 51Q: 3 clusters Score -6568299 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -6568308.500000 Penalty: 1066.458984
	Iteration 52Q: 3 clusters Score -6568308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -6568307.500000 Penalty: 1066.458984
	Iteration 53Q: 3 clusters Score -6568308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -6568289.000000 Penalty: 1066.458984
	Iteration 54Q: 3 clusters Score -6568289 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -6568293.500000 Penalty: 1066.458984
	Iteration 55Q: 3 clusters Score -6568294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -6568296.000000 Penalty: 1066.458984
	Iteration 56Q: 3 clusters Score -6568296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -6568301.500000 Penalty: 1066.458984
	Iteration 57Q: 3 clusters Score -6568302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -6568306.000000 Penalty: 1066.458984
	Iteration 58Q: 3 clusters Score -6568306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -6568312.500000 Penalty: 1066.458984
	Iteration 59Q: 3 clusters Score -6568312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -6568305.500000 Penalty: 1066.458984
	Iteration 60F: 3 clusters Score -6568306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -6568310.500000 Penalty: 1066.458984
	Iteration 61Q: 3 clusters Score -6568310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84280 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -6568314.500000 Penalty: 1066.458984
	Iteration 62Q: 3 clusters Score -6568314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84256 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -6568320.000000 Penalty: 1066.458984
	Iteration 63Q: 3 clusters Score -6568320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84234 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -6568329.000000 Penalty: 1066.458984
	Iteration 64Q: 3 clusters Score -6568329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -6568330.000000 Penalty: 1066.458984
	Iteration 65Q: 3 clusters Score -6568330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -6568332.000000 Penalty: 1066.458984
	Iteration 66Q: 3 clusters Score -6568332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -6568336.000000 Penalty: 1066.458984
	Iteration 67Q: 3 clusters Score -6568336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -6568336.500000 Penalty: 1066.458984
	Iteration 68Q: 3 clusters Score -6568336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84160 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -6568333.000000 Penalty: 1066.458984
	Iteration 69Q: 3 clusters Score -6568333 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -6568332.000000 Penalty: 1066.458984
	Iteration 70Q: 3 clusters Score -6568332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -6568335.500000 Penalty: 1066.458984
	Iteration 71Q: 3 clusters Score -6568336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -6568345.000000 Penalty: 1066.458984
	Iteration 72Q: 3 clusters Score -6568345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -6568336.000000 Penalty: 1066.458984
	Iteration 73Q: 3 clusters Score -6568336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -6568338.000000 Penalty: 1066.458984
	Iteration 74Q: 3 clusters Score -6568338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -6568342.000000 Penalty: 1066.458984
	Iteration 75Q: 3 clusters Score -6568342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -6568348.000000 Penalty: 1066.458984
	Iteration 76Q: 3 clusters Score -6568348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -6568336.000000 Penalty: 1066.458984
	Iteration 77Q: 3 clusters Score -6568336 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -6568343.000000 Penalty: 1066.458984
	Iteration 78Q: 3 clusters Score -6568343 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -6568350.000000 Penalty: 1066.458984
	Iteration 79Q: 3 clusters Score -6568350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -6568355.500000 Penalty: 1066.458984
	Iteration 80F: 3 clusters Score -6568356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -6568357.000000 Penalty: 1066.458984
	Iteration 81Q: 3 clusters Score -6568357 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -6568344.500000 Penalty: 1066.458984
	Iteration 82Q: 3 clusters Score -6568344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -6568368.500000 Penalty: 1066.458984
	Iteration 83Q: 3 clusters Score -6568368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -6568375.000000 Penalty: 1066.458984
	Iteration 84Q: 3 clusters Score -6568375 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83378 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -6568380.000000 Penalty: 1066.458984
	Iteration 85Q: 3 clusters Score -6568380 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -6568396.000000 Penalty: 1066.458984
	Iteration 86Q: 3 clusters Score -6568396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -6568396.000000 Penalty: 1066.458984
	Iteration 87Q: 3 clusters Score -6568396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -6568399.000000 Penalty: 1066.458984
	Iteration 88Q: 3 clusters Score -6568399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83283 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -6568407.500000 Penalty: 1066.458984
	Iteration 89Q: 3 clusters Score -6568408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -6568391.500000 Penalty: 1066.458984
	Iteration 90Q: 3 clusters Score -6568392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -6568385.500000 Penalty: 1066.458984
	Iteration 91Q: 3 clusters Score -6568386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -6568396.500000 Penalty: 1066.458984
	Iteration 92Q: 3 clusters Score -6568396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -6568404.500000 Penalty: 1066.458984
	Iteration 93Q: 3 clusters Score -6568404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -6568411.500000 Penalty: 1066.458984
	Iteration 94Q: 3 clusters Score -6568412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83178 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -6568417.500000 Penalty: 1066.458984
	Iteration 95Q: 3 clusters Score -6568418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -6568419.500000 Penalty: 1066.458984
	Iteration 96Q: 3 clusters Score -6568420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -6568421.500000 Penalty: 1066.458984
	Iteration 97Q: 3 clusters Score -6568422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -6568427.000000 Penalty: 1066.458984
	Iteration 98Q: 3 clusters Score -6568427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -6568435.500000 Penalty: 1066.458984
	Iteration 99Q: 3 clusters Score -6568436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -6568440.500000 Penalty: 1066.458984
	Iteration 100F: 3 clusters Score -6568440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83099 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -6568446.500000 Penalty: 1066.458984
	Iteration 101Q: 3 clusters Score -6568446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83090 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -6568457.500000 Penalty: 1066.458984
	Iteration 102Q: 3 clusters Score -6568458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -6568452.500000 Penalty: 1066.458984
	Iteration 103Q: 3 clusters Score -6568452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -6568456.000000 Penalty: 1066.458984
	Iteration 104Q: 3 clusters Score -6568456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -6568442.000000 Penalty: 1066.458984
	Iteration 105Q: 3 clusters Score -6568442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83054 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -6568462.500000 Penalty: 1066.458984
	Iteration 106Q: 3 clusters Score -6568462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -6568460.500000 Penalty: 1066.458984
	Iteration 107Q: 3 clusters Score -6568460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83028 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -6568457.500000 Penalty: 1066.458984
	Iteration 108Q: 3 clusters Score -6568458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -6568456.000000 Penalty: 1066.458984
	Iteration 109Q: 3 clusters Score -6568456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83011 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -6568457.000000 Penalty: 1066.458984
	Iteration 110Q: 3 clusters Score -6568457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -6568459.000000 Penalty: 1066.458984
	Iteration 111Q: 3 clusters Score -6568459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -6568462.500000 Penalty: 1066.458984
	Iteration 112Q: 3 clusters Score -6568462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -6568453.500000 Penalty: 1066.458984
	Iteration 113Q: 3 clusters Score -6568454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -6568446.000000 Penalty: 1066.458984
	Iteration 114Q: 3 clusters Score -6568446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -6568446.500000 Penalty: 1066.458984
	Iteration 115Q: 3 clusters Score -6568446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -6568455.500000 Penalty: 1066.458984
	Iteration 116Q: 3 clusters Score -6568456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -6568455.500000 Penalty: 1066.458984
	Iteration 117Q: 3 clusters Score -6568456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -6568452.500000 Penalty: 1066.458984
	Iteration 118Q: 3 clusters Score -6568452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82920 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -6568461.500000 Penalty: 1066.458984
	Iteration 119Q: 3 clusters Score -6568462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -6568454.000000 Penalty: 1066.458984
	Iteration 120F: 3 clusters Score -6568454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -6568459.500000 Penalty: 1066.458984
	Iteration 121Q: 3 clusters Score -6568460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -6568467.500000 Penalty: 1066.458984
	Iteration 122Q: 3 clusters Score -6568468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82863 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -6568469.000000 Penalty: 1066.458984
	Iteration 123Q: 3 clusters Score -6568469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -6568468.000000 Penalty: 1066.458984
	Iteration 124Q: 3 clusters Score -6568468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -6568478.000000 Penalty: 1066.458984
	Iteration 125Q: 3 clusters Score -6568478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -6568475.000000 Penalty: 1066.458984
	Iteration 126Q: 3 clusters Score -6568475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82835 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -6568484.000000 Penalty: 1066.458984
	Iteration 127Q: 3 clusters Score -6568484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -6568488.500000 Penalty: 1066.458984
	Iteration 128Q: 3 clusters Score -6568488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82806 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -6568488.000000 Penalty: 1066.458984
	Iteration 129Q: 3 clusters Score -6568488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82797 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -6568487.000000 Penalty: 1066.458984
	Iteration 130Q: 3 clusters Score -6568487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -6568486.500000 Penalty: 1066.458984
	Iteration 131Q: 3 clusters Score -6568486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -6568489.500000 Penalty: 1066.458984
	Iteration 132Q: 3 clusters Score -6568490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -6568494.500000 Penalty: 1066.458984
	Iteration 133Q: 3 clusters Score -6568494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -6568489.000000 Penalty: 1066.458984
	Iteration 134Q: 3 clusters Score -6568489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82733 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -6568483.500000 Penalty: 1066.458984
	Iteration 135Q: 3 clusters Score -6568484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82719 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -6568482.500000 Penalty: 1066.458984
	Iteration 136Q: 3 clusters Score -6568482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -6568482.500000 Penalty: 1066.458984
	Iteration 137Q: 3 clusters Score -6568482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -6568480.500000 Penalty: 1066.458984
	Iteration 138Q: 3 clusters Score -6568480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -6568484.000000 Penalty: 1066.458984
	Iteration 139Q: 3 clusters Score -6568484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -6568477.000000 Penalty: 1066.458984
	Iteration 140F: 3 clusters Score -6568477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -6568476.500000 Penalty: 1066.458984
	Iteration 141Q: 3 clusters Score -6568476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -6568484.500000 Penalty: 1066.458984
	Iteration 142Q: 3 clusters Score -6568484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82651 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -6568480.500000 Penalty: 1066.458984
	Iteration 143Q: 3 clusters Score -6568480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -6568480.500000 Penalty: 1066.458984
	Iteration 144Q: 3 clusters Score -6568480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -6568479.500000 Penalty: 1066.458984
	Iteration 145Q: 3 clusters Score -6568480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -6568484.500000 Penalty: 1066.458984
	Iteration 146Q: 3 clusters Score -6568484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82619 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -6568488.000000 Penalty: 1066.458984
	Iteration 147Q: 3 clusters Score -6568488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -6568490.000000 Penalty: 1066.458984
	Iteration 148Q: 3 clusters Score -6568490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -6568490.500000 Penalty: 1066.458984
	Iteration 149Q: 3 clusters Score -6568490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -6568495.500000 Penalty: 1066.458984
	Iteration 150Q: 3 clusters Score -6568496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82585 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -6568497.000000 Penalty: 1066.458984
	Iteration 151Q: 3 clusters Score -6568497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -6568495.000000 Penalty: 1066.458984
	Iteration 152Q: 3 clusters Score -6568495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -6568495.000000 Penalty: 1066.458984
	Iteration 153Q: 3 clusters Score -6568495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -6568494.500000 Penalty: 1066.458984
	Iteration 154Q: 3 clusters Score -6568494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -6568494.500000 Penalty: 1066.458984
	Iteration 155F: 3 clusters Score -6568494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Entering Unmasked Estep 
Score: -2364539.500000 Penalty: 489.534882
	Iteration 0F: 2 clusters Score -2364540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2333079.500000 Penalty: 979.069763
	Iteration 0F: 3 clusters Score -2333080 nChanged 22744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2346445.500000 Penalty: 979.069763
	Iteration 1F: 3 clusters Score -2346446 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2347306.250000 Penalty: 979.069763
	Iteration 2Q: 3 clusters Score -2347306 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2348762.250000 Penalty: 979.069763
	Iteration 3F: 3 clusters Score -2348762 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2351274.250000 Penalty: 979.069763
	Iteration 4F: 3 clusters Score -2351274 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2355018.750000 Penalty: 979.069763
	Iteration 5F: 3 clusters Score -2355019 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2359318.750000 Penalty: 979.069763
	Iteration 6F: 3 clusters Score -2359319 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2362514.750000 Penalty: 979.069763
	Iteration 7F: 3 clusters Score -2362515 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2363751.250000 Penalty: 979.069763
	Iteration 8Q: 3 clusters Score -2363751 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2364021.250000 Penalty: 979.069763
	Iteration 9Q: 3 clusters Score -2364021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2364079.500000 Penalty: 979.069763
	Iteration 10Q: 3 clusters Score -2364080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2364095.250000 Penalty: 979.069763
	Iteration 11Q: 3 clusters Score -2364095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2364102.500000 Penalty: 979.069763
	Iteration 12Q: 3 clusters Score -2364102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2364105.000000 Penalty: 979.069763
	Iteration 13Q: 3 clusters Score -2364105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2364107.000000 Penalty: 979.069763
	Iteration 14Q: 3 clusters Score -2364107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2364108.750000 Penalty: 979.069763
	Iteration 15Q: 3 clusters Score -2364109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2364117.000000 Penalty: 979.069763
	Iteration 16Q: 3 clusters Score -2364117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2364120.500000 Penalty: 979.069763
	Iteration 17Q: 3 clusters Score -2364120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -2364121.250000 Penalty: 979.069763
	Iteration 18Q: 3 clusters Score -2364121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2364125.500000 Penalty: 979.069763
	Iteration 19Q: 3 clusters Score -2364126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2364128.750000 Penalty: 979.069763
	Iteration 20F: 3 clusters Score -2364129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2364131.750000 Penalty: 979.069763
	Iteration 21Q: 3 clusters Score -2364132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2364133.500000 Penalty: 979.069763
	Iteration 22Q: 3 clusters Score -2364134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2364133.500000 Penalty: 979.069763
	Iteration 23F: 3 clusters Score -2364134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -138973.437500 Penalty: 357.037628
	Iteration 0F: 2 clusters Score -138973.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -137140.718750 Penalty: 714.075256
	Iteration 0F: 3 clusters Score -137140.7 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -137765.718750 Penalty: 714.075256
	Iteration 1F: 3 clusters Score -137765.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -137848.062500 Penalty: 714.075256
	Iteration 2F: 3 clusters Score -137848.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -137900.406250 Penalty: 714.075256
	Iteration 3Q: 3 clusters Score -137900.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -137928.718750 Penalty: 714.075256
	Iteration 4Q: 3 clusters Score -137928.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -137953.156250 Penalty: 714.075256
	Iteration 5Q: 3 clusters Score -137953.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -137978.937500 Penalty: 714.075256
	Iteration 6Q: 3 clusters Score -137978.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -138001.796875 Penalty: 714.075256
	Iteration 7Q: 3 clusters Score -138001.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -138036.453125 Penalty: 714.075256
	Iteration 8Q: 3 clusters Score -138036.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -138075.500000 Penalty: 714.075256
	Iteration 9Q: 3 clusters Score -138075.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -138111.593750 Penalty: 714.075256
	Iteration 10Q: 3 clusters Score -138111.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -138157.359375 Penalty: 714.075256
	Iteration 11Q: 3 clusters Score -138157.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -138230.828125 Penalty: 714.075256
	Iteration 12Q: 3 clusters Score -138230.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -138312.843750 Penalty: 714.075256
	Iteration 13Q: 3 clusters Score -138312.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -138394.156250 Penalty: 714.075256
	Iteration 14Q: 3 clusters Score -138394.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -138474.062500 Penalty: 714.075256
	Iteration 15Q: 3 clusters Score -138474.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -138531.609375 Penalty: 714.075256
	Iteration 16Q: 3 clusters Score -138531.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -138570.687500 Penalty: 714.075256
	Iteration 17Q: 3 clusters Score -138570.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -138594.453125 Penalty: 714.075256
	Iteration 18Q: 3 clusters Score -138594.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -138614.828125 Penalty: 714.075256
	Iteration 19Q: 3 clusters Score -138614.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -138631.328125 Penalty: 714.075256
	Iteration 20F: 3 clusters Score -138631.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -138642.468750 Penalty: 714.075256
	Iteration 21Q: 3 clusters Score -138642.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -138650.718750 Penalty: 714.075256
	Iteration 22Q: 3 clusters Score -138650.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -138655.921875 Penalty: 714.075256
	Iteration 23Q: 3 clusters Score -138655.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -138662.156250 Penalty: 714.075256
	Iteration 24Q: 3 clusters Score -138662.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -138668.421875 Penalty: 714.075256
	Iteration 25Q: 3 clusters Score -138668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -138670.546875 Penalty: 714.075256
	Iteration 26Q: 3 clusters Score -138670.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -138673.234375 Penalty: 714.075256
	Iteration 27Q: 3 clusters Score -138673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -138674.265625 Penalty: 714.075256
	Iteration 28Q: 3 clusters Score -138674.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -138677.125000 Penalty: 714.075256
	Iteration 29Q: 3 clusters Score -138677.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -138681.093750 Penalty: 714.075256
	Iteration 30Q: 3 clusters Score -138681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -138685.953125 Penalty: 714.075256
	Iteration 31Q: 3 clusters Score -138686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -138690.359375 Penalty: 714.075256
	Iteration 32Q: 3 clusters Score -138690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -138692.937500 Penalty: 714.075256
	Iteration 33Q: 3 clusters Score -138692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -138693.953125 Penalty: 714.075256
	Iteration 34Q: 3 clusters Score -138694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -138694.109375 Penalty: 714.075256
	Iteration 35Q: 3 clusters Score -138694.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -138694.109375 Penalty: 714.075256
	Iteration 36F: 3 clusters Score -138694.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Entering Unmasked Estep 
Score: -266768.968750 Penalty: 386.705841
	Iteration 0F: 2 clusters Score -266769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -263431.156250 Penalty: 773.411682
	Iteration 0F: 3 clusters Score -263431.2 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -264659.093750 Penalty: 773.411682
	Iteration 1F: 3 clusters Score -264659.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -264790.000000 Penalty: 773.411682
	Iteration 2F: 3 clusters Score -264790 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -264958.875000 Penalty: 773.411682
	Iteration 3F: 3 clusters Score -264958.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -265165.718750 Penalty: 773.411682
	Iteration 4F: 3 clusters Score -265165.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -265399.093750 Penalty: 773.411682
	Iteration 5F: 3 clusters Score -265399.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -265624.562500 Penalty: 773.411682
	Iteration 6F: 3 clusters Score -265624.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -265784.875000 Penalty: 773.411682
	Iteration 7Q: 3 clusters Score -265784.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -265866.843750 Penalty: 773.411682
	Iteration 8Q: 3 clusters Score -265866.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -265921.656250 Penalty: 773.411682
	Iteration 9Q: 3 clusters Score -265921.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -265967.312500 Penalty: 773.411682
	Iteration 10Q: 3 clusters Score -265967.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -266002.343750 Penalty: 773.411682
	Iteration 11Q: 3 clusters Score -266002.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -266039.062500 Penalty: 773.411682
	Iteration 12Q: 3 clusters Score -266039.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -266065.125000 Penalty: 773.411682
	Iteration 13Q: 3 clusters Score -266065.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -266092.625000 Penalty: 773.411682
	Iteration 14Q: 3 clusters Score -266092.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -266116.031250 Penalty: 773.411682
	Iteration 15Q: 3 clusters Score -266116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -266139.937500 Penalty: 773.411682
	Iteration 16Q: 3 clusters Score -266139.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -266162.781250 Penalty: 773.411682
	Iteration 17Q: 3 clusters Score -266162.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -266187.906250 Penalty: 773.411682
	Iteration 18Q: 3 clusters Score -266187.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -266210.406250 Penalty: 773.411682
	Iteration 19Q: 3 clusters Score -266210.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -266229.125000 Penalty: 773.411682
	Iteration 20F: 3 clusters Score -266229.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -266243.437500 Penalty: 773.411682
	Iteration 21Q: 3 clusters Score -266243.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -266252.906250 Penalty: 773.411682
	Iteration 22Q: 3 clusters Score -266252.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -266261.187500 Penalty: 773.411682
	Iteration 23Q: 3 clusters Score -266261.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -266269.906250 Penalty: 773.411682
	Iteration 24Q: 3 clusters Score -266269.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -266277.125000 Penalty: 773.411682
	Iteration 25Q: 3 clusters Score -266277.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -266283.625000 Penalty: 773.411682
	Iteration 26Q: 3 clusters Score -266283.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -266294.531250 Penalty: 773.411682
	Iteration 27Q: 3 clusters Score -266294.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -266303.718750 Penalty: 773.411682
	Iteration 28Q: 3 clusters Score -266303.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -266309.375000 Penalty: 773.411682
	Iteration 29Q: 3 clusters Score -266309.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -266315.625000 Penalty: 773.411682
	Iteration 30Q: 3 clusters Score -266315.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -266318.718750 Penalty: 773.411682
	Iteration 31Q: 3 clusters Score -266318.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -266320.656250 Penalty: 773.411682
	Iteration 32Q: 3 clusters Score -266320.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -266324.437500 Penalty: 773.411682
	Iteration 33Q: 3 clusters Score -266324.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -266327.968750 Penalty: 773.411682
	Iteration 34Q: 3 clusters Score -266328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -266329.625000 Penalty: 773.411682
	Iteration 35Q: 3 clusters Score -266329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -266333.031250 Penalty: 773.411682
	Iteration 36Q: 3 clusters Score -266333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -266338.093750 Penalty: 773.411682
	Iteration 37Q: 3 clusters Score -266338.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -266340.375000 Penalty: 773.411682
	Iteration 38Q: 3 clusters Score -266340.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -266343.781250 Penalty: 773.411682
	Iteration 39Q: 3 clusters Score -266343.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -266348.968750 Penalty: 773.411682
	Iteration 40F: 3 clusters Score -266349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -266353.500000 Penalty: 773.411682
	Iteration 41Q: 3 clusters Score -266353.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -266357.781250 Penalty: 773.411682
	Iteration 42Q: 3 clusters Score -266357.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -266363.500000 Penalty: 773.411682
	Iteration 43Q: 3 clusters Score -266363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -266366.593750 Penalty: 773.411682
	Iteration 44Q: 3 clusters Score -266366.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -266368.531250 Penalty: 773.411682
	Iteration 45Q: 3 clusters Score -266368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -266370.843750 Penalty: 773.411682
	Iteration 46Q: 3 clusters Score -266370.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -266373.656250 Penalty: 773.411682
	Iteration 47Q: 3 clusters Score -266373.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -266374.437500 Penalty: 773.411682
	Iteration 48Q: 3 clusters Score -266374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -266376.281250 Penalty: 773.411682
	Iteration 49Q: 3 clusters Score -266376.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -266378.375000 Penalty: 773.411682
	Iteration 50Q: 3 clusters Score -266378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -266379.812500 Penalty: 773.411682
	Iteration 51Q: 3 clusters Score -266379.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -266380.625000 Penalty: 773.411682
	Iteration 52Q: 3 clusters Score -266380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -266381.000000 Penalty: 773.411682
	Iteration 53Q: 3 clusters Score -266381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -266382.250000 Penalty: 773.411682
	Iteration 54Q: 3 clusters Score -266382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -266382.656250 Penalty: 773.411682
	Iteration 55Q: 3 clusters Score -266382.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -266383.093750 Penalty: 773.411682
	Iteration 56Q: 3 clusters Score -266383.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -266384.562500 Penalty: 773.411682
	Iteration 57Q: 3 clusters Score -266384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -266386.593750 Penalty: 773.411682
	Iteration 58Q: 3 clusters Score -266386.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -266387.312500 Penalty: 773.411682
	Iteration 59Q: 3 clusters Score -266387.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -266387.656250 Penalty: 773.411682
	Iteration 60F: 3 clusters Score -266387.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -266388.687500 Penalty: 773.411682
	Iteration 61Q: 3 clusters Score -266388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -266389.312500 Penalty: 773.411682
	Iteration 62Q: 3 clusters Score -266389.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -266390.000000 Penalty: 773.411682
	Iteration 63Q: 3 clusters Score -266390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -266390.031250 Penalty: 773.411682
	Iteration 64Q: 3 clusters Score -266390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -266390.031250 Penalty: 773.411682
	Iteration 65F: 3 clusters Score -266390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Entering Unmasked Estep 
Score: -2156049.750000 Penalty: 481.816925
	Iteration 0F: 2 clusters Score -2156050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2129365.000000 Penalty: 963.633850
	Iteration 0F: 3 clusters Score -2129365 nChanged 19153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2141260.250000 Penalty: 963.633850
	Iteration 1F: 3 clusters Score -2141260 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2142136.000000 Penalty: 963.633850
	Iteration 2Q: 3 clusters Score -2142136 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2143549.000000 Penalty: 963.633850
	Iteration 3F: 3 clusters Score -2143549 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2145719.000000 Penalty: 963.633850
	Iteration 4F: 3 clusters Score -2145719 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2148078.000000 Penalty: 963.633850
	Iteration 5F: 3 clusters Score -2148078 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2149674.500000 Penalty: 963.633850
	Iteration 6F: 3 clusters Score -2149674 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2150362.500000 Penalty: 963.633850
	Iteration 7Q: 3 clusters Score -2150362 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2150810.000000 Penalty: 963.633850
	Iteration 8Q: 3 clusters Score -2150810 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2151250.000000 Penalty: 963.633850
	Iteration 9Q: 3 clusters Score -2151250 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2151753.000000 Penalty: 963.633850
	Iteration 10Q: 3 clusters Score -2151753 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2152291.250000 Penalty: 963.633850
	Iteration 11Q: 3 clusters Score -2152291 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2152868.750000 Penalty: 963.633850
	Iteration 12Q: 3 clusters Score -2152869 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2153462.250000 Penalty: 963.633850
	Iteration 13Q: 3 clusters Score -2153462 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2153969.750000 Penalty: 963.633850
	Iteration 14Q: 3 clusters Score -2153970 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2154291.250000 Penalty: 963.633850
	Iteration 15Q: 3 clusters Score -2154291 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2154499.000000 Penalty: 963.633850
	Iteration 16Q: 3 clusters Score -2154499 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2154644.000000 Penalty: 963.633850
	Iteration 17Q: 3 clusters Score -2154644 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2154703.500000 Penalty: 963.633850
	Iteration 18Q: 3 clusters Score -2154704 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2154759.500000 Penalty: 963.633850
	Iteration 19Q: 3 clusters Score -2154760 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2154794.750000 Penalty: 963.633850
	Iteration 20F: 3 clusters Score -2154795 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2154818.000000 Penalty: 963.633850
	Iteration 21Q: 3 clusters Score -2154818 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2154828.000000 Penalty: 963.633850
	Iteration 22Q: 3 clusters Score -2154828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2154845.500000 Penalty: 963.633850
	Iteration 23Q: 3 clusters Score -2154846 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2154856.500000 Penalty: 963.633850
	Iteration 24Q: 3 clusters Score -2154856 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2154862.750000 Penalty: 963.633850
	Iteration 25Q: 3 clusters Score -2154863 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2154869.500000 Penalty: 963.633850
	Iteration 26Q: 3 clusters Score -2154870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2154874.000000 Penalty: 963.633850
	Iteration 27Q: 3 clusters Score -2154874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2154875.000000 Penalty: 963.633850
	Iteration 28Q: 3 clusters Score -2154875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2154875.250000 Penalty: 963.633850
	Iteration 29Q: 3 clusters Score -2154875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2154875.500000 Penalty: 963.633850
	Iteration 30Q: 3 clusters Score -2154876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -2154876.250000 Penalty: 963.633850
	Iteration 31Q: 3 clusters Score -2154876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2154876.500000 Penalty: 963.633850
	Iteration 32Q: 3 clusters Score -2154876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2154874.000000 Penalty: 963.633850
	Iteration 33Q: 3 clusters Score -2154874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2154877.250000 Penalty: 963.633850
	Iteration 34Q: 3 clusters Score -2154877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2154872.250000 Penalty: 963.633850
	Iteration 35Q: 3 clusters Score -2154872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2154874.250000 Penalty: 963.633850
	Iteration 36Q: 3 clusters Score -2154874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2154871.500000 Penalty: 963.633850
	Iteration 37Q: 3 clusters Score -2154872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2154873.500000 Penalty: 963.633850
	Iteration 38Q: 3 clusters Score -2154874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2154874.500000 Penalty: 963.633850
	Iteration 39Q: 3 clusters Score -2154874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2154874.000000 Penalty: 963.633850
	Iteration 40F: 3 clusters Score -2154874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2154874.250000 Penalty: 963.633850
	Iteration 41Q: 3 clusters Score -2154874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2154874.750000 Penalty: 963.633850
	Iteration 42Q: 3 clusters Score -2154875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2154875.750000 Penalty: 963.633850
	Iteration 43Q: 3 clusters Score -2154876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -2154874.250000 Penalty: 963.633850
	Iteration 44Q: 3 clusters Score -2154874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2154873.500000 Penalty: 963.633850
	Iteration 45Q: 3 clusters Score -2154874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2154871.750000 Penalty: 963.633850
	Iteration 46Q: 3 clusters Score -2154872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2154872.750000 Penalty: 963.633850
	Iteration 47Q: 3 clusters Score -2154873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2154873.000000 Penalty: 963.633850
	Iteration 48Q: 3 clusters Score -2154873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2154873.250000 Penalty: 963.633850
	Iteration 49Q: 3 clusters Score -2154873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2154873.250000 Penalty: 963.633850
	Iteration 50F: 3 clusters Score -2154873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Entering Unmasked Estep 
Score: -467034.781250 Penalty: 416.075684
	Iteration 0F: 2 clusters Score -467034.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -460773.062500 Penalty: 832.151367
	Iteration 0F: 3 clusters Score -460773.1 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -463338.000000 Penalty: 832.151367
	Iteration 1F: 3 clusters Score -463338 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -463623.781250 Penalty: 832.151367
	Iteration 2F: 3 clusters Score -463623.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -463991.843750 Penalty: 832.151367
	Iteration 3F: 3 clusters Score -463991.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -464441.843750 Penalty: 832.151367
	Iteration 4F: 3 clusters Score -464441.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -464795.781250 Penalty: 832.151367
	Iteration 5F: 3 clusters Score -464795.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -464922.656250 Penalty: 832.151367
	Iteration 6Q: 3 clusters Score -464922.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -464962.281250 Penalty: 832.151367
	Iteration 7Q: 3 clusters Score -464962.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -464982.250000 Penalty: 832.151367
	Iteration 8Q: 3 clusters Score -464982.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -464988.468750 Penalty: 832.151367
	Iteration 9Q: 3 clusters Score -464988.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -464992.937500 Penalty: 832.151367
	Iteration 10Q: 3 clusters Score -464992.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -464999.875000 Penalty: 832.151367
	Iteration 11Q: 3 clusters Score -464999.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -465006.781250 Penalty: 832.151367
	Iteration 12Q: 3 clusters Score -465006.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -465015.812500 Penalty: 832.151367
	Iteration 13Q: 3 clusters Score -465015.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -465024.906250 Penalty: 832.151367
	Iteration 14Q: 3 clusters Score -465024.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -465034.343750 Penalty: 832.151367
	Iteration 15Q: 3 clusters Score -465034.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -465047.531250 Penalty: 832.151367
	Iteration 16Q: 3 clusters Score -465047.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -465060.281250 Penalty: 832.151367
	Iteration 17Q: 3 clusters Score -465060.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -465070.843750 Penalty: 832.151367
	Iteration 18Q: 3 clusters Score -465070.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -465082.031250 Penalty: 832.151367
	Iteration 19Q: 3 clusters Score -465082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -465089.406250 Penalty: 832.151367
	Iteration 20F: 3 clusters Score -465089.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -465098.437500 Penalty: 832.151367
	Iteration 21Q: 3 clusters Score -465098.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -465107.437500 Penalty: 832.151367
	Iteration 22Q: 3 clusters Score -465107.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -465118.000000 Penalty: 832.151367
	Iteration 23Q: 3 clusters Score -465118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -465128.781250 Penalty: 832.151367
	Iteration 24Q: 3 clusters Score -465128.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -465142.062500 Penalty: 832.151367
	Iteration 25Q: 3 clusters Score -465142.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -465161.062500 Penalty: 832.151367
	Iteration 26Q: 3 clusters Score -465161.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -465185.906250 Penalty: 832.151367
	Iteration 27Q: 3 clusters Score -465185.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -465216.687500 Penalty: 832.151367
	Iteration 28Q: 3 clusters Score -465216.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -465252.187500 Penalty: 832.151367
	Iteration 29Q: 3 clusters Score -465252.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -465293.843750 Penalty: 832.151367
	Iteration 30Q: 3 clusters Score -465293.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -465340.781250 Penalty: 832.151367
	Iteration 31Q: 3 clusters Score -465340.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -465392.187500 Penalty: 832.151367
	Iteration 32Q: 3 clusters Score -465392.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -465469.687500 Penalty: 832.151367
	Iteration 33Q: 3 clusters Score -465469.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -465584.406250 Penalty: 832.151367
	Iteration 34Q: 3 clusters Score -465584.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -465719.843750 Penalty: 832.151367
	Iteration 35Q: 3 clusters Score -465719.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -465890.218750 Penalty: 832.151367
	Iteration 36Q: 3 clusters Score -465890.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -466102.500000 Penalty: 832.151367
	Iteration 37Q: 3 clusters Score -466102.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -466322.687500 Penalty: 832.151367
	Iteration 38Q: 3 clusters Score -466322.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -466496.781250 Penalty: 832.151367
	Iteration 39Q: 3 clusters Score -466496.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -466644.375000 Penalty: 832.151367
	Iteration 40F: 3 clusters Score -466644.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -466721.875000 Penalty: 832.151367
	Iteration 41Q: 3 clusters Score -466721.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -466768.593750 Penalty: 832.151367
	Iteration 42Q: 3 clusters Score -466768.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -466799.250000 Penalty: 832.151367
	Iteration 43Q: 3 clusters Score -466799.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -466818.093750 Penalty: 832.151367
	Iteration 44Q: 3 clusters Score -466818.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -466826.812500 Penalty: 832.151367
	Iteration 45Q: 3 clusters Score -466826.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -466830.343750 Penalty: 832.151367
	Iteration 46Q: 3 clusters Score -466830.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -466832.156250 Penalty: 832.151367
	Iteration 47Q: 3 clusters Score -466832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -466832.156250 Penalty: 832.151367
	Iteration 48Q: 3 clusters Score -466832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -466832.437500 Penalty: 832.151367
	Iteration 49Q: 3 clusters Score -466832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -466832.906250 Penalty: 832.151367
	Iteration 50Q: 3 clusters Score -466832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -466833.312500 Penalty: 832.151367
	Iteration 51Q: 3 clusters Score -466833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -466833.000000 Penalty: 832.151367
	Iteration 52Q: 3 clusters Score -466833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -466832.500000 Penalty: 832.151367
	Iteration 53Q: 3 clusters Score -466832.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -466832.562500 Penalty: 832.151367
	Iteration 54Q: 3 clusters Score -466832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -466832.562500 Penalty: 832.151367
	Iteration 55F: 3 clusters Score -466832.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -140004.312500 Penalty: 358.662506
	Iteration 0F: 2 clusters Score -140004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -138136.656250 Penalty: 717.325012
	Iteration 0F: 3 clusters Score -138136.7 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -138810.578125 Penalty: 717.325012
	Iteration 1F: 3 clusters Score -138810.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -138901.062500 Penalty: 717.325012
	Iteration 2F: 3 clusters Score -138901.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -139006.859375 Penalty: 717.325012
	Iteration 3F: 3 clusters Score -139006.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -139112.500000 Penalty: 717.325012
	Iteration 4F: 3 clusters Score -139112.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -139228.500000 Penalty: 717.325012
	Iteration 5Q: 3 clusters Score -139228.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -139341.906250 Penalty: 717.325012
	Iteration 6Q: 3 clusters Score -139341.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -139417.484375 Penalty: 717.325012
	Iteration 7Q: 3 clusters Score -139417.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -139462.781250 Penalty: 717.325012
	Iteration 8Q: 3 clusters Score -139462.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -139498.328125 Penalty: 717.325012
	Iteration 9Q: 3 clusters Score -139498.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -139527.031250 Penalty: 717.325012
	Iteration 10Q: 3 clusters Score -139527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -139555.093750 Penalty: 717.325012
	Iteration 11Q: 3 clusters Score -139555.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -139577.296875 Penalty: 717.325012
	Iteration 12Q: 3 clusters Score -139577.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -139595.015625 Penalty: 717.325012
	Iteration 13Q: 3 clusters Score -139595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -139609.328125 Penalty: 717.325012
	Iteration 14Q: 3 clusters Score -139609.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -139622.421875 Penalty: 717.325012
	Iteration 15Q: 3 clusters Score -139622.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -139637.875000 Penalty: 717.325012
	Iteration 16Q: 3 clusters Score -139637.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -139648.828125 Penalty: 717.325012
	Iteration 17Q: 3 clusters Score -139648.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -139661.796875 Penalty: 717.325012
	Iteration 18Q: 3 clusters Score -139661.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -139669.546875 Penalty: 717.325012
	Iteration 19Q: 3 clusters Score -139669.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -139673.921875 Penalty: 717.325012
	Iteration 20F: 3 clusters Score -139673.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -139678.609375 Penalty: 717.325012
	Iteration 21Q: 3 clusters Score -139678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -139680.015625 Penalty: 717.325012
	Iteration 22Q: 3 clusters Score -139680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -139681.203125 Penalty: 717.325012
	Iteration 23Q: 3 clusters Score -139681.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -139684.031250 Penalty: 717.325012
	Iteration 24Q: 3 clusters Score -139684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -139687.296875 Penalty: 717.325012
	Iteration 25Q: 3 clusters Score -139687.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -139688.890625 Penalty: 717.325012
	Iteration 26Q: 3 clusters Score -139688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -139690.765625 Penalty: 717.325012
	Iteration 27Q: 3 clusters Score -139690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -139691.296875 Penalty: 717.325012
	Iteration 28Q: 3 clusters Score -139691.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -139693.218750 Penalty: 717.325012
	Iteration 29Q: 3 clusters Score -139693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -139694.406250 Penalty: 717.325012
	Iteration 30Q: 3 clusters Score -139694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -139696.812500 Penalty: 717.325012
	Iteration 31Q: 3 clusters Score -139696.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -139699.328125 Penalty: 717.325012
	Iteration 32Q: 3 clusters Score -139699.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -139701.828125 Penalty: 717.325012
	Iteration 33Q: 3 clusters Score -139701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -139704.375000 Penalty: 717.325012
	Iteration 34Q: 3 clusters Score -139704.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -139708.000000 Penalty: 717.325012
	Iteration 35Q: 3 clusters Score -139708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -139712.890625 Penalty: 717.325012
	Iteration 36Q: 3 clusters Score -139712.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -139717.171875 Penalty: 717.325012
	Iteration 37Q: 3 clusters Score -139717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -139719.031250 Penalty: 717.325012
	Iteration 38Q: 3 clusters Score -139719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -139720.234375 Penalty: 717.325012
	Iteration 39Q: 3 clusters Score -139720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -139721.234375 Penalty: 717.325012
	Iteration 40F: 3 clusters Score -139721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -139722.140625 Penalty: 717.325012
	Iteration 41Q: 3 clusters Score -139722.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -139722.140625 Penalty: 717.325012
	Iteration 42F: 3 clusters Score -139722.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Entering Unmasked Estep 
Score: -1095581.875000 Penalty: 450.508484
	Iteration 0F: 2 clusters Score -1095582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1082233.500000 Penalty: 901.016968
	Iteration 0F: 3 clusters Score -1082234 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1087887.625000 Penalty: 901.016968
	Iteration 1F: 3 clusters Score -1087888 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1088663.750000 Penalty: 901.016968
	Iteration 2F: 3 clusters Score -1088664 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1090018.625000 Penalty: 901.016968
	Iteration 3F: 3 clusters Score -1090019 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1092025.375000 Penalty: 901.016968
	Iteration 4F: 3 clusters Score -1092025 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -1093886.125000 Penalty: 901.016968
	Iteration 5F: 3 clusters Score -1093886 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1094875.875000 Penalty: 901.016968
	Iteration 6Q: 3 clusters Score -1094876 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -1095134.250000 Penalty: 901.016968
	Iteration 7Q: 3 clusters Score -1095134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -1095182.250000 Penalty: 901.016968
	Iteration 8Q: 3 clusters Score -1095182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -1095204.750000 Penalty: 901.016968
	Iteration 9Q: 3 clusters Score -1095205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1095224.375000 Penalty: 901.016968
	Iteration 10Q: 3 clusters Score -1095224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -1095237.875000 Penalty: 901.016968
	Iteration 11Q: 3 clusters Score -1095238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -1095243.125000 Penalty: 901.016968
	Iteration 12Q: 3 clusters Score -1095243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -1095245.000000 Penalty: 901.016968
	Iteration 13Q: 3 clusters Score -1095245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -1095245.000000 Penalty: 901.016968
	Iteration 14F: 3 clusters Score -1095245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Entering Unmasked Estep 
Score: -322046.250000 Penalty: 397.341858
	Iteration 0F: 2 clusters Score -322046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -317832.562500 Penalty: 794.683716
	Iteration 0F: 3 clusters Score -317832.6 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -319585.031250 Penalty: 794.683716
	Iteration 1F: 3 clusters Score -319585 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -319964.312500 Penalty: 794.683716
	Iteration 2F: 3 clusters Score -319964.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -320488.906250 Penalty: 794.683716
	Iteration 3F: 3 clusters Score -320488.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -321033.187500 Penalty: 794.683716
	Iteration 4F: 3 clusters Score -321033.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -321402.812500 Penalty: 794.683716
	Iteration 5F: 3 clusters Score -321402.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -321549.937500 Penalty: 794.683716
	Iteration 6Q: 3 clusters Score -321549.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -321590.812500 Penalty: 794.683716
	Iteration 7Q: 3 clusters Score -321590.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -321621.468750 Penalty: 794.683716
	Iteration 8Q: 3 clusters Score -321621.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -321649.250000 Penalty: 794.683716
	Iteration 9Q: 3 clusters Score -321649.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -321677.593750 Penalty: 794.683716
	Iteration 10Q: 3 clusters Score -321677.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -321705.437500 Penalty: 794.683716
	Iteration 11Q: 3 clusters Score -321705.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -321740.187500 Penalty: 794.683716
	Iteration 12Q: 3 clusters Score -321740.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -321771.937500 Penalty: 794.683716
	Iteration 13Q: 3 clusters Score -321771.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -321800.812500 Penalty: 794.683716
	Iteration 14Q: 3 clusters Score -321800.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -321841.906250 Penalty: 794.683716
	Iteration 15Q: 3 clusters Score -321841.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -321870.531250 Penalty: 794.683716
	Iteration 16Q: 3 clusters Score -321870.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -321883.218750 Penalty: 794.683716
	Iteration 17Q: 3 clusters Score -321883.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -321890.250000 Penalty: 794.683716
	Iteration 18Q: 3 clusters Score -321890.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -321898.812500 Penalty: 794.683716
	Iteration 19Q: 3 clusters Score -321898.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -321905.593750 Penalty: 794.683716
	Iteration 20F: 3 clusters Score -321905.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -321910.843750 Penalty: 794.683716
	Iteration 21Q: 3 clusters Score -321910.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -321912.906250 Penalty: 794.683716
	Iteration 22Q: 3 clusters Score -321912.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -321913.625000 Penalty: 794.683716
	Iteration 23Q: 3 clusters Score -321913.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -321914.468750 Penalty: 794.683716
	Iteration 24Q: 3 clusters Score -321914.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -321915.031250 Penalty: 794.683716
	Iteration 25Q: 3 clusters Score -321915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -321915.562500 Penalty: 794.683716
	Iteration 26Q: 3 clusters Score -321915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -321917.000000 Penalty: 794.683716
	Iteration 27Q: 3 clusters Score -321917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -321918.312500 Penalty: 794.683716
	Iteration 28Q: 3 clusters Score -321918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -321918.031250 Penalty: 794.683716
	Iteration 29Q: 3 clusters Score -321918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -321918.750000 Penalty: 794.683716
	Iteration 30Q: 3 clusters Score -321918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -321919.312500 Penalty: 794.683716
	Iteration 31Q: 3 clusters Score -321919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -321920.062500 Penalty: 794.683716
	Iteration 32Q: 3 clusters Score -321920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -321919.968750 Penalty: 794.683716
	Iteration 33Q: 3 clusters Score -321920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -321920.718750 Penalty: 794.683716
	Iteration 34Q: 3 clusters Score -321920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -321920.718750 Penalty: 794.683716
	Iteration 35F: 3 clusters Score -321920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (154348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154348 members 
Entering Unmasked Estep 
Score: -8025602.000000 Penalty: 543.586914
	Iteration 0F: 2 clusters Score -8025602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -7921833.000000 Penalty: 1087.173828
	Iteration 0F: 3 clusters Score -7921833 nChanged 75846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 73614 members 
Entering Unmasked Estep 
Score: -7968160.500000 Penalty: 1087.173828
	Iteration 1F: 3 clusters Score -7968160 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -7970026.000000 Penalty: 1087.173828
	Iteration 2Q: 3 clusters Score -7970026 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84462 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -7972848.500000 Penalty: 1087.173828
	Iteration 3Q: 3 clusters Score -7972848 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86932 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -7977739.000000 Penalty: 1087.173828
	Iteration 4F: 3 clusters Score -7977739 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -7985484.500000 Penalty: 1087.173828
	Iteration 5F: 3 clusters Score -7985484 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90751 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -7994090.000000 Penalty: 1087.173828
	Iteration 6F: 3 clusters Score -7994090 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91300 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -7998691.000000 Penalty: 1087.173828
	Iteration 7F: 3 clusters Score -7998691 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91531 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -7999830.000000 Penalty: 1087.173828
	Iteration 8Q: 3 clusters Score -7999830 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -8000070.500000 Penalty: 1087.173828
	Iteration 9Q: 3 clusters Score -8000070 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91964 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -8000131.000000 Penalty: 1087.173828
	Iteration 10Q: 3 clusters Score -8000131 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92181 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -8000251.500000 Penalty: 1087.173828
	Iteration 11Q: 3 clusters Score -8000252 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -8000299.500000 Penalty: 1087.173828
	Iteration 12Q: 3 clusters Score -8000300 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92408 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -8000448.500000 Penalty: 1087.173828
	Iteration 13Q: 3 clusters Score -8000448 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92377 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -8000442.000000 Penalty: 1087.173828
	Iteration 14Q: 3 clusters Score -8000442 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92284 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -8000512.000000 Penalty: 1087.173828
	Iteration 15Q: 3 clusters Score -8000512 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -8000605.000000 Penalty: 1087.173828
	Iteration 16Q: 3 clusters Score -8000605 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -8000752.000000 Penalty: 1087.173828
	Iteration 17Q: 3 clusters Score -8000752 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -8000910.000000 Penalty: 1087.173828
	Iteration 18Q: 3 clusters Score -8000910 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -8001090.500000 Penalty: 1087.173828
	Iteration 19Q: 3 clusters Score -8001090 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90869 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -8001221.000000 Penalty: 1087.173828
	Iteration 20F: 3 clusters Score -8001221 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -8001406.500000 Penalty: 1087.173828
	Iteration 21Q: 3 clusters Score -8001406 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -8001574.000000 Penalty: 1087.173828
	Iteration 22Q: 3 clusters Score -8001574 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89838 members 
Mstep: Class 2 contains 64510 members 
Entering Unmasked Estep 
Score: -8001759.000000 Penalty: 1087.173828
	Iteration 23Q: 3 clusters Score -8001759 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -8001947.500000 Penalty: 1087.173828
	Iteration 24Q: 3 clusters Score -8001948 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89355 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -8002038.500000 Penalty: 1087.173828
	Iteration 25Q: 3 clusters Score -8002038 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 65094 members 
Entering Unmasked Estep 
Score: -8002197.000000 Penalty: 1087.173828
	Iteration 26Q: 3 clusters Score -8002197 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -8002315.000000 Penalty: 1087.173828
	Iteration 27Q: 3 clusters Score -8002315 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -8002443.500000 Penalty: 1087.173828
	Iteration 28Q: 3 clusters Score -8002444 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89248 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -8002599.000000 Penalty: 1087.173828
	Iteration 29Q: 3 clusters Score -8002599 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -8002726.500000 Penalty: 1087.173828
	Iteration 30Q: 3 clusters Score -8002726 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89314 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -8002790.500000 Penalty: 1087.173828
	Iteration 31Q: 3 clusters Score -8002790 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -8002925.500000 Penalty: 1087.173828
	Iteration 32Q: 3 clusters Score -8002926 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -8003141.000000 Penalty: 1087.173828
	Iteration 33Q: 3 clusters Score -8003141 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89751 members 
Mstep: Class 2 contains 64597 members 
Entering Unmasked Estep 
Score: -8003276.500000 Penalty: 1087.173828
	Iteration 34Q: 3 clusters Score -8003276 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -8003424.000000 Penalty: 1087.173828
	Iteration 35Q: 3 clusters Score -8003424 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -8003574.000000 Penalty: 1087.173828
	Iteration 36Q: 3 clusters Score -8003574 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90666 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -8003730.500000 Penalty: 1087.173828
	Iteration 37Q: 3 clusters Score -8003730 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91036 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -8003870.500000 Penalty: 1087.173828
	Iteration 38Q: 3 clusters Score -8003870 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91448 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -8004046.000000 Penalty: 1087.173828
	Iteration 39Q: 3 clusters Score -8004046 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -8004234.500000 Penalty: 1087.173828
	Iteration 40F: 3 clusters Score -8004234 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -8004396.500000 Penalty: 1087.173828
	Iteration 41Q: 3 clusters Score -8004396 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -8004507.000000 Penalty: 1087.173828
	Iteration 42Q: 3 clusters Score -8004507 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -8004628.000000 Penalty: 1087.173828
	Iteration 43Q: 3 clusters Score -8004628 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -8004736.500000 Penalty: 1087.173828
	Iteration 44Q: 3 clusters Score -8004736 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94474 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -8004838.500000 Penalty: 1087.173828
	Iteration 45Q: 3 clusters Score -8004838 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -8005006.000000 Penalty: 1087.173828
	Iteration 46Q: 3 clusters Score -8005006 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95532 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -8005185.500000 Penalty: 1087.173828
	Iteration 47Q: 3 clusters Score -8005186 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -8005328.000000 Penalty: 1087.173828
	Iteration 48Q: 3 clusters Score -8005328 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96683 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -8005516.000000 Penalty: 1087.173828
	Iteration 49Q: 3 clusters Score -8005516 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -8005690.500000 Penalty: 1087.173828
	Iteration 50Q: 3 clusters Score -8005690 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -8005850.500000 Penalty: 1087.173828
	Iteration 51Q: 3 clusters Score -8005850 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -8006018.500000 Penalty: 1087.173828
	Iteration 52Q: 3 clusters Score -8006018 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -8006167.000000 Penalty: 1087.173828
	Iteration 53Q: 3 clusters Score -8006167 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99955 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -8006392.000000 Penalty: 1087.173828
	Iteration 54Q: 3 clusters Score -8006392 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100698 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -8006529.500000 Penalty: 1087.173828
	Iteration 55Q: 3 clusters Score -8006530 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
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Mstep: Class 2 contains 52154 members 
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Mstep: Class 2 contains 51385 members 
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Mstep: Class 2 contains 50580 members 
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	Iteration 60F: 3 clusters Score -8007438 nChanged 836
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Mstep: Class 2 contains 48930 members 
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Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 47379 members 
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Mstep: Class 2 contains 46543 members 
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Mstep: Class 2 contains 45708 members 
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Mstep: Class 2 contains 44829 members 
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Mstep: Class 2 contains 43880 members 
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	Iteration 71Q: 3 clusters Score -8009908 nChanged 1013
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Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 38013 members 
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Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 36879 members 
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Mstep: Class 2 contains 35663 members 
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Mstep: Class 2 contains 34457 members 
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	Iteration 123Q: 3 clusters Score -8025049 nChanged 64
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	Iteration 126Q: 3 clusters Score -8025084 nChanged 38
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	Iteration 127Q: 3 clusters Score -8025098 nChanged 35
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	Iteration 129Q: 3 clusters Score -8025118 nChanged 23
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	Iteration 130Q: 3 clusters Score -8025120 nChanged 18
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	Iteration 132Q: 3 clusters Score -8025128 nChanged 18
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	Iteration 133Q: 3 clusters Score -8025128 nChanged 16
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	Iteration 134Q: 3 clusters Score -8025140 nChanged 15
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	Iteration 135Q: 3 clusters Score -8025142 nChanged 8
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	Iteration 136Q: 3 clusters Score -8025142 nChanged 4
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	Iteration 137Q: 3 clusters Score -8025143 nChanged 3
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	Iteration 138Q: 3 clusters Score -8025142 nChanged 1
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	Iteration 139Q: 3 clusters Score -8025140 nChanged 2
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	Iteration 140F: 3 clusters Score -8025142 nChanged 3
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	Iteration 141Q: 3 clusters Score -8025147 nChanged 5
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	Iteration 142Q: 3 clusters Score -8025152 nChanged 2
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	Iteration 143Q: 3 clusters Score -8025154 nChanged 2
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	Iteration 144Q: 3 clusters Score -8025152 nChanged 5
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	Iteration 145Q: 3 clusters Score -8025152 nChanged 3
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	Iteration 146Q: 3 clusters Score -8025153 nChanged 6
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	Iteration 147Q: 3 clusters Score -8025153 nChanged 8
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Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8025160.000000 Penalty: 1087.173828
	Iteration 148Q: 3 clusters Score -8025160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8025159.500000 Penalty: 1087.173828
	Iteration 149Q: 3 clusters Score -8025160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153464 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8025160.000000 Penalty: 1087.173828
	Iteration 150Q: 3 clusters Score -8025160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153470 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8025166.500000 Penalty: 1087.173828
	Iteration 151Q: 3 clusters Score -8025166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8025171.000000 Penalty: 1087.173828
	Iteration 152Q: 3 clusters Score -8025171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8025165.000000 Penalty: 1087.173828
	Iteration 153Q: 3 clusters Score -8025165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153475 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8025164.000000 Penalty: 1087.173828
	Iteration 154Q: 3 clusters Score -8025164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153476 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8025166.500000 Penalty: 1087.173828
	Iteration 155Q: 3 clusters Score -8025166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153476 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8025166.500000 Penalty: 1087.173828
	Iteration 156Q: 3 clusters Score -8025166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153480 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8025170.000000 Penalty: 1087.173828
	Iteration 157Q: 3 clusters Score -8025170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153480 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8025173.500000 Penalty: 1087.173828
	Iteration 158Q: 3 clusters Score -8025174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153480 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8025173.500000 Penalty: 1087.173828
	Iteration 159Q: 3 clusters Score -8025174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153480 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8025171.000000 Penalty: 1087.173828
	Iteration 160F: 3 clusters Score -8025171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153482 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8025174.000000 Penalty: 1087.173828
	Iteration 161Q: 3 clusters Score -8025174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153485 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8025175.500000 Penalty: 1087.173828
	Iteration 162Q: 3 clusters Score -8025176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8025176.500000 Penalty: 1087.173828
	Iteration 163Q: 3 clusters Score -8025176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153493 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8025176.500000 Penalty: 1087.173828
	Iteration 164Q: 3 clusters Score -8025176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153494 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8025182.500000 Penalty: 1087.173828
	Iteration 165Q: 3 clusters Score -8025182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153494 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8025182.500000 Penalty: 1087.173828
	Iteration 166F: 3 clusters Score -8025182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -21131.634766 Penalty: 275.370056
	Iteration 0F: 2 clusters Score -21131.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20698.316406 Penalty: 550.740112
	Iteration 0F: 3 clusters Score -20698.32 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20824.419922 Penalty: 550.740112
	Iteration 1F: 3 clusters Score -20824.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -20876.066406 Penalty: 550.740112
	Iteration 2F: 3 clusters Score -20876.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20901.007812 Penalty: 550.740112
	Iteration 3Q: 3 clusters Score -20901.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20921.423828 Penalty: 550.740112
	Iteration 4Q: 3 clusters Score -20921.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20933.189453 Penalty: 550.740112
	Iteration 5Q: 3 clusters Score -20933.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -20937.787109 Penalty: 550.740112
	Iteration 6Q: 3 clusters Score -20937.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -20944.685547 Penalty: 550.740112
	Iteration 7Q: 3 clusters Score -20944.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20946.179688 Penalty: 550.740112
	Iteration 8Q: 3 clusters Score -20946.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20946.738281 Penalty: 550.740112
	Iteration 9Q: 3 clusters Score -20946.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20947.025391 Penalty: 550.740112
	Iteration 10Q: 3 clusters Score -20947.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20948.382812 Penalty: 550.740112
	Iteration 11Q: 3 clusters Score -20948.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20950.517578 Penalty: 550.740112
	Iteration 12Q: 3 clusters Score -20950.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20950.769531 Penalty: 550.740112
	Iteration 13Q: 3 clusters Score -20950.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20950.935547 Penalty: 550.740112
	Iteration 14Q: 3 clusters Score -20950.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20951.138672 Penalty: 550.740112
	Iteration 15Q: 3 clusters Score -20951.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20951.138672 Penalty: 550.740112
	Iteration 16F: 3 clusters Score -20951.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -157226.625000 Penalty: 363.709717
	Iteration 0F: 2 clusters Score -157226.6 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 1514 members 
Entering Unmasked Estep 
Score: -155129.687500 Penalty: 727.419434
	Iteration 0F: 3 clusters Score -155129.7 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -155865.843750 Penalty: 727.419434
	Iteration 1F: 3 clusters Score -155865.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -155966.921875 Penalty: 727.419434
	Iteration 2F: 3 clusters Score -155966.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -156065.281250 Penalty: 727.419434
	Iteration 3F: 3 clusters Score -156065.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -156196.875000 Penalty: 727.419434
	Iteration 4F: 3 clusters Score -156196.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -156374.593750 Penalty: 727.419434
	Iteration 5F: 3 clusters Score -156374.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -156600.375000 Penalty: 727.419434
	Iteration 6F: 3 clusters Score -156600.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -156812.484375 Penalty: 727.419434
	Iteration 7F: 3 clusters Score -156812.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -156934.640625 Penalty: 727.419434
	Iteration 8Q: 3 clusters Score -156934.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -156992.359375 Penalty: 727.419434
	Iteration 9Q: 3 clusters Score -156992.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -157037.562500 Penalty: 727.419434
	Iteration 10Q: 3 clusters Score -157037.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -157056.750000 Penalty: 727.419434
	Iteration 11Q: 3 clusters Score -157056.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -157069.265625 Penalty: 727.419434
	Iteration 12Q: 3 clusters Score -157069.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -157081.500000 Penalty: 727.419434
	Iteration 13Q: 3 clusters Score -157081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -157086.031250 Penalty: 727.419434
	Iteration 14Q: 3 clusters Score -157086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -157092.093750 Penalty: 727.419434
	Iteration 15Q: 3 clusters Score -157092.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -157109.046875 Penalty: 727.419434
	Iteration 16Q: 3 clusters Score -157109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -157123.328125 Penalty: 727.419434
	Iteration 17Q: 3 clusters Score -157123.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -157133.968750 Penalty: 727.419434
	Iteration 18Q: 3 clusters Score -157134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -157140.812500 Penalty: 727.419434
	Iteration 19Q: 3 clusters Score -157140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -157145.921875 Penalty: 727.419434
	Iteration 20F: 3 clusters Score -157145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -157149.531250 Penalty: 727.419434
	Iteration 21Q: 3 clusters Score -157149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -157150.812500 Penalty: 727.419434
	Iteration 22Q: 3 clusters Score -157150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -157151.046875 Penalty: 727.419434
	Iteration 23Q: 3 clusters Score -157151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -157151.484375 Penalty: 727.419434
	Iteration 24Q: 3 clusters Score -157151.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -157151.484375 Penalty: 727.419434
	Iteration 25F: 3 clusters Score -157151.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Entering Unmasked Estep 
Score: -735109.375000 Penalty: 432.721893
	Iteration 0F: 2 clusters Score -735109.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -726134.812500 Penalty: 865.443787
	Iteration 0F: 3 clusters Score -726134.8 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -729738.750000 Penalty: 865.443787
	Iteration 1F: 3 clusters Score -729738.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -730048.437500 Penalty: 865.443787
	Iteration 2Q: 3 clusters Score -730048.4 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -730550.937500 Penalty: 865.443787
	Iteration 3F: 3 clusters Score -730550.9 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -731364.375000 Penalty: 865.443787
	Iteration 4F: 3 clusters Score -731364.4 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -732476.562500 Penalty: 865.443787
	Iteration 5F: 3 clusters Score -732476.6 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -733573.375000 Penalty: 865.443787
	Iteration 6F: 3 clusters Score -733573.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -734317.687500 Penalty: 865.443787
	Iteration 7F: 3 clusters Score -734317.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -734597.687500 Penalty: 865.443787
	Iteration 8Q: 3 clusters Score -734597.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -734680.125000 Penalty: 865.443787
	Iteration 9Q: 3 clusters Score -734680.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -734703.375000 Penalty: 865.443787
	Iteration 10Q: 3 clusters Score -734703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -734710.500000 Penalty: 865.443787
	Iteration 11Q: 3 clusters Score -734710.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -734711.187500 Penalty: 865.443787
	Iteration 12Q: 3 clusters Score -734711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -734710.937500 Penalty: 865.443787
	Iteration 13Q: 3 clusters Score -734710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -734710.937500 Penalty: 865.443787
	Iteration 14F: 3 clusters Score -734710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Entering Unmasked Estep 
Score: -618985.750000 Penalty: 424.872345
	Iteration 0F: 2 clusters Score -618985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -611445.000000 Penalty: 849.744690
	Iteration 0F: 3 clusters Score -611445 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -614422.125000 Penalty: 849.744690
	Iteration 1F: 3 clusters Score -614422.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -614623.562500 Penalty: 849.744690
	Iteration 2Q: 3 clusters Score -614623.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -614924.750000 Penalty: 849.744690
	Iteration 3F: 3 clusters Score -614924.8 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -615467.375000 Penalty: 849.744690
	Iteration 4F: 3 clusters Score -615467.4 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -616304.937500 Penalty: 849.744690
	Iteration 5F: 3 clusters Score -616304.9 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -617287.312500 Penalty: 849.744690
	Iteration 6F: 3 clusters Score -617287.3 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -618120.812500 Penalty: 849.744690
	Iteration 7F: 3 clusters Score -618120.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -618485.875000 Penalty: 849.744690
	Iteration 8Q: 3 clusters Score -618485.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -618583.250000 Penalty: 849.744690
	Iteration 9Q: 3 clusters Score -618583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -618605.812500 Penalty: 849.744690
	Iteration 10Q: 3 clusters Score -618605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -618617.750000 Penalty: 849.744690
	Iteration 11Q: 3 clusters Score -618617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -618624.937500 Penalty: 849.744690
	Iteration 12Q: 3 clusters Score -618624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -618625.750000 Penalty: 849.744690
	Iteration 13Q: 3 clusters Score -618625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -618625.750000 Penalty: 849.744690
	Iteration 14F: 3 clusters Score -618625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (93987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93987 members 
Entering Unmasked Estep 
Score: -4982376.500000 Penalty: 521.016479
	Iteration 0F: 2 clusters Score -4982376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -4920062.000000 Penalty: 1042.032959
	Iteration 0F: 3 clusters Score -4920062 nChanged 45859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -4949323.000000 Penalty: 1042.032959
	Iteration 1F: 3 clusters Score -4949323 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -4951095.500000 Penalty: 1042.032959
	Iteration 2Q: 3 clusters Score -4951096 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -4953918.000000 Penalty: 1042.032959
	Iteration 3F: 3 clusters Score -4953918 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -4958639.500000 Penalty: 1042.032959
	Iteration 4F: 3 clusters Score -4958640 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -4965082.000000 Penalty: 1042.032959
	Iteration 5F: 3 clusters Score -4965082 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -4969979.500000 Penalty: 1042.032959
	Iteration 6F: 3 clusters Score -4969980 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -4971840.000000 Penalty: 1042.032959
	Iteration 7F: 3 clusters Score -4971840 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -4972621.000000 Penalty: 1042.032959
	Iteration 8Q: 3 clusters Score -4972621 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -4973180.500000 Penalty: 1042.032959
	Iteration 9Q: 3 clusters Score -4973180 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -4973729.500000 Penalty: 1042.032959
	Iteration 10Q: 3 clusters Score -4973730 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -4974213.000000 Penalty: 1042.032959
	Iteration 11Q: 3 clusters Score -4974213 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -4974751.500000 Penalty: 1042.032959
	Iteration 12Q: 3 clusters Score -4974752 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -4975173.500000 Penalty: 1042.032959
	Iteration 13Q: 3 clusters Score -4975174 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -4975602.500000 Penalty: 1042.032959
	Iteration 14Q: 3 clusters Score -4975602 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -4976056.500000 Penalty: 1042.032959
	Iteration 15Q: 3 clusters Score -4976056 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -4976549.500000 Penalty: 1042.032959
	Iteration 16Q: 3 clusters Score -4976550 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -4977122.500000 Penalty: 1042.032959
	Iteration 17Q: 3 clusters Score -4977122 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -4977690.500000 Penalty: 1042.032959
	Iteration 18Q: 3 clusters Score -4977690 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -4978167.000000 Penalty: 1042.032959
	Iteration 19Q: 3 clusters Score -4978167 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -4978606.500000 Penalty: 1042.032959
	Iteration 20F: 3 clusters Score -4978606 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -4978918.500000 Penalty: 1042.032959
	Iteration 21Q: 3 clusters Score -4978918 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -4979104.500000 Penalty: 1042.032959
	Iteration 22Q: 3 clusters Score -4979104 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -4979227.000000 Penalty: 1042.032959
	Iteration 23Q: 3 clusters Score -4979227 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -4979295.500000 Penalty: 1042.032959
	Iteration 24Q: 3 clusters Score -4979296 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -4979309.500000 Penalty: 1042.032959
	Iteration 25Q: 3 clusters Score -4979310 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -4979352.000000 Penalty: 1042.032959
	Iteration 26Q: 3 clusters Score -4979352 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -4979401.000000 Penalty: 1042.032959
	Iteration 27Q: 3 clusters Score -4979401 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -4979400.500000 Penalty: 1042.032959
	Iteration 28Q: 3 clusters Score -4979400 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -4979406.000000 Penalty: 1042.032959
	Iteration 29Q: 3 clusters Score -4979406 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -4979424.500000 Penalty: 1042.032959
	Iteration 30Q: 3 clusters Score -4979424 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -4979421.000000 Penalty: 1042.032959
	Iteration 31Q: 3 clusters Score -4979421 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -4979430.500000 Penalty: 1042.032959
	Iteration 32Q: 3 clusters Score -4979430 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -4979442.000000 Penalty: 1042.032959
	Iteration 33Q: 3 clusters Score -4979442 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -4979456.000000 Penalty: 1042.032959
	Iteration 34Q: 3 clusters Score -4979456 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -4979478.500000 Penalty: 1042.032959
	Iteration 35Q: 3 clusters Score -4979478 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -4979471.000000 Penalty: 1042.032959
	Iteration 36Q: 3 clusters Score -4979471 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -4979475.500000 Penalty: 1042.032959
	Iteration 37Q: 3 clusters Score -4979476 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -4979484.500000 Penalty: 1042.032959
	Iteration 38Q: 3 clusters Score -4979484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -4979496.000000 Penalty: 1042.032959
	Iteration 39Q: 3 clusters Score -4979496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -4979499.500000 Penalty: 1042.032959
	Iteration 40F: 3 clusters Score -4979500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -4979505.500000 Penalty: 1042.032959
	Iteration 41Q: 3 clusters Score -4979506 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -4979520.000000 Penalty: 1042.032959
	Iteration 42Q: 3 clusters Score -4979520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -4979512.500000 Penalty: 1042.032959
	Iteration 43Q: 3 clusters Score -4979512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -4979524.000000 Penalty: 1042.032959
	Iteration 44Q: 3 clusters Score -4979524 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -4979528.000000 Penalty: 1042.032959
	Iteration 45Q: 3 clusters Score -4979528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -4979525.000000 Penalty: 1042.032959
	Iteration 46Q: 3 clusters Score -4979525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -4979526.500000 Penalty: 1042.032959
	Iteration 47Q: 3 clusters Score -4979526 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -4979531.500000 Penalty: 1042.032959
	Iteration 48Q: 3 clusters Score -4979532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -4979520.000000 Penalty: 1042.032959
	Iteration 49Q: 3 clusters Score -4979520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -4979516.000000 Penalty: 1042.032959
	Iteration 50Q: 3 clusters Score -4979516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -4979512.000000 Penalty: 1042.032959
	Iteration 51Q: 3 clusters Score -4979512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -4979517.000000 Penalty: 1042.032959
	Iteration 52Q: 3 clusters Score -4979517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -4979523.000000 Penalty: 1042.032959
	Iteration 53Q: 3 clusters Score -4979523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -4979512.500000 Penalty: 1042.032959
	Iteration 54Q: 3 clusters Score -4979512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -4979515.500000 Penalty: 1042.032959
	Iteration 55Q: 3 clusters Score -4979516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -4979518.500000 Penalty: 1042.032959
	Iteration 56Q: 3 clusters Score -4979518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -4979522.000000 Penalty: 1042.032959
	Iteration 57Q: 3 clusters Score -4979522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -4979527.500000 Penalty: 1042.032959
	Iteration 58Q: 3 clusters Score -4979528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -4979524.500000 Penalty: 1042.032959
	Iteration 59Q: 3 clusters Score -4979524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -4979522.500000 Penalty: 1042.032959
	Iteration 60F: 3 clusters Score -4979522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -4979521.500000 Penalty: 1042.032959
	Iteration 61Q: 3 clusters Score -4979522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -4979523.000000 Penalty: 1042.032959
	Iteration 62Q: 3 clusters Score -4979523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -4979520.500000 Penalty: 1042.032959
	Iteration 63Q: 3 clusters Score -4979520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -4979516.500000 Penalty: 1042.032959
	Iteration 64Q: 3 clusters Score -4979516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -4979516.000000 Penalty: 1042.032959
	Iteration 65Q: 3 clusters Score -4979516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -4979515.500000 Penalty: 1042.032959
	Iteration 66Q: 3 clusters Score -4979516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -4979519.500000 Penalty: 1042.032959
	Iteration 67Q: 3 clusters Score -4979520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -4979519.000000 Penalty: 1042.032959
	Iteration 68Q: 3 clusters Score -4979519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -4979516.500000 Penalty: 1042.032959
	Iteration 69Q: 3 clusters Score -4979516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -4979515.000000 Penalty: 1042.032959
	Iteration 70Q: 3 clusters Score -4979515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -4979516.500000 Penalty: 1042.032959
	Iteration 71Q: 3 clusters Score -4979516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -4979525.500000 Penalty: 1042.032959
	Iteration 72Q: 3 clusters Score -4979526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -4979525.000000 Penalty: 1042.032959
	Iteration 73Q: 3 clusters Score -4979525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -4979522.500000 Penalty: 1042.032959
	Iteration 74Q: 3 clusters Score -4979522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -4979523.500000 Penalty: 1042.032959
	Iteration 75Q: 3 clusters Score -4979524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -4979521.500000 Penalty: 1042.032959
	Iteration 76Q: 3 clusters Score -4979522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -4979520.000000 Penalty: 1042.032959
	Iteration 77Q: 3 clusters Score -4979520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -4979518.000000 Penalty: 1042.032959
	Iteration 78Q: 3 clusters Score -4979518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -4979525.000000 Penalty: 1042.032959
	Iteration 79Q: 3 clusters Score -4979525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -4979525.500000 Penalty: 1042.032959
	Iteration 80F: 3 clusters Score -4979526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -4979520.500000 Penalty: 1042.032959
	Iteration 81Q: 3 clusters Score -4979520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -4979522.500000 Penalty: 1042.032959
	Iteration 82Q: 3 clusters Score -4979522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -4979516.000000 Penalty: 1042.032959
	Iteration 83Q: 3 clusters Score -4979516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -4979520.000000 Penalty: 1042.032959
	Iteration 84Q: 3 clusters Score -4979520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -4979517.000000 Penalty: 1042.032959
	Iteration 85Q: 3 clusters Score -4979517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -4979515.500000 Penalty: 1042.032959
	Iteration 86Q: 3 clusters Score -4979516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -4979517.500000 Penalty: 1042.032959
	Iteration 87Q: 3 clusters Score -4979518 nChanged 9
Entering Unmasked Mstep 
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	Iteration 159Q: 3 clusters Score -4979580 nChanged 24
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	Iteration 160F: 3 clusters Score -4979581 nChanged 35
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Mstep: Class 2 contains 41833 members 
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Score: -4979639.000000 Penalty: 1042.032959
	Iteration 182Q: 3 clusters Score -4979639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -4979645.500000 Penalty: 1042.032959
	Iteration 183Q: 3 clusters Score -4979646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -4979661.000000 Penalty: 1042.032959
	Iteration 184Q: 3 clusters Score -4979661 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -4979668.000000 Penalty: 1042.032959
	Iteration 185Q: 3 clusters Score -4979668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -4979674.000000 Penalty: 1042.032959
	Iteration 186Q: 3 clusters Score -4979674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -4979672.500000 Penalty: 1042.032959
	Iteration 187Q: 3 clusters Score -4979672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -4979679.500000 Penalty: 1042.032959
	Iteration 188Q: 3 clusters Score -4979680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -4979678.500000 Penalty: 1042.032959
	Iteration 189Q: 3 clusters Score -4979678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -4979677.000000 Penalty: 1042.032959
	Iteration 190Q: 3 clusters Score -4979677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -4979682.000000 Penalty: 1042.032959
	Iteration 191Q: 3 clusters Score -4979682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -4979693.500000 Penalty: 1042.032959
	Iteration 192Q: 3 clusters Score -4979694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -4979687.500000 Penalty: 1042.032959
	Iteration 193Q: 3 clusters Score -4979688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -4979691.000000 Penalty: 1042.032959
	Iteration 194Q: 3 clusters Score -4979691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -4979688.500000 Penalty: 1042.032959
	Iteration 195Q: 3 clusters Score -4979688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -4979680.000000 Penalty: 1042.032959
	Iteration 196Q: 3 clusters Score -4979680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -4979687.000000 Penalty: 1042.032959
	Iteration 197Q: 3 clusters Score -4979687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -4979691.500000 Penalty: 1042.032959
	Iteration 198Q: 3 clusters Score -4979692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4979690.500000 Penalty: 1042.032959
	Iteration 199Q: 3 clusters Score -4979690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -4979691.000000 Penalty: 1042.032959
	Iteration 200F: 3 clusters Score -4979691 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -4979691.500000 Penalty: 1042.032959
	Iteration 201Q: 3 clusters Score -4979692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -4979696.500000 Penalty: 1042.032959
	Iteration 202Q: 3 clusters Score -4979696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -4979697.500000 Penalty: 1042.032959
	Iteration 203Q: 3 clusters Score -4979698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -4979695.500000 Penalty: 1042.032959
	Iteration 204Q: 3 clusters Score -4979696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -4979716.500000 Penalty: 1042.032959
	Iteration 205Q: 3 clusters Score -4979716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -4979722.500000 Penalty: 1042.032959
	Iteration 206Q: 3 clusters Score -4979722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -4979728.500000 Penalty: 1042.032959
	Iteration 207Q: 3 clusters Score -4979728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -4979736.500000 Penalty: 1042.032959
	Iteration 208Q: 3 clusters Score -4979736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -4979740.000000 Penalty: 1042.032959
	Iteration 209Q: 3 clusters Score -4979740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -4979742.000000 Penalty: 1042.032959
	Iteration 210Q: 3 clusters Score -4979742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -4979736.000000 Penalty: 1042.032959
	Iteration 211Q: 3 clusters Score -4979736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -4979744.500000 Penalty: 1042.032959
	Iteration 212Q: 3 clusters Score -4979744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -4979749.000000 Penalty: 1042.032959
	Iteration 213Q: 3 clusters Score -4979749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -4979749.500000 Penalty: 1042.032959
	Iteration 214Q: 3 clusters Score -4979750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -4979748.500000 Penalty: 1042.032959
	Iteration 215Q: 3 clusters Score -4979748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -4979750.500000 Penalty: 1042.032959
	Iteration 216Q: 3 clusters Score -4979750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -4979749.000000 Penalty: 1042.032959
	Iteration 217Q: 3 clusters Score -4979749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -4979755.500000 Penalty: 1042.032959
	Iteration 218Q: 3 clusters Score -4979756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -4979754.000000 Penalty: 1042.032959
	Iteration 219Q: 3 clusters Score -4979754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -4979760.000000 Penalty: 1042.032959
	Iteration 220F: 3 clusters Score -4979760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -4979764.000000 Penalty: 1042.032959
	Iteration 221Q: 3 clusters Score -4979764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -4979767.500000 Penalty: 1042.032959
	Iteration 222Q: 3 clusters Score -4979768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -4979766.500000 Penalty: 1042.032959
	Iteration 223Q: 3 clusters Score -4979766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4979763.500000 Penalty: 1042.032959
	Iteration 224Q: 3 clusters Score -4979764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -4979757.500000 Penalty: 1042.032959
	Iteration 225Q: 3 clusters Score -4979758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -4979757.500000 Penalty: 1042.032959
	Iteration 226Q: 3 clusters Score -4979758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -4979752.500000 Penalty: 1042.032959
	Iteration 227Q: 3 clusters Score -4979752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -4979763.500000 Penalty: 1042.032959
	Iteration 228Q: 3 clusters Score -4979764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -4979770.500000 Penalty: 1042.032959
	Iteration 229Q: 3 clusters Score -4979770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -4979782.500000 Penalty: 1042.032959
	Iteration 230Q: 3 clusters Score -4979782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -4979783.500000 Penalty: 1042.032959
	Iteration 231Q: 3 clusters Score -4979784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -4979780.500000 Penalty: 1042.032959
	Iteration 232Q: 3 clusters Score -4979780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4979778.000000 Penalty: 1042.032959
	Iteration 233Q: 3 clusters Score -4979778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -4979770.500000 Penalty: 1042.032959
	Iteration 234Q: 3 clusters Score -4979770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -4979775.000000 Penalty: 1042.032959
	Iteration 235Q: 3 clusters Score -4979775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -4979765.500000 Penalty: 1042.032959
	Iteration 236Q: 3 clusters Score -4979766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -4979763.500000 Penalty: 1042.032959
	Iteration 237Q: 3 clusters Score -4979764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -4979762.000000 Penalty: 1042.032959
	Iteration 238Q: 3 clusters Score -4979762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -4979760.000000 Penalty: 1042.032959
	Iteration 239Q: 3 clusters Score -4979760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -4979770.500000 Penalty: 1042.032959
	Iteration 240F: 3 clusters Score -4979770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -4979772.000000 Penalty: 1042.032959
	Iteration 241Q: 3 clusters Score -4979772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -4979784.500000 Penalty: 1042.032959
	Iteration 242Q: 3 clusters Score -4979784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -4979784.000000 Penalty: 1042.032959
	Iteration 243Q: 3 clusters Score -4979784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -4979774.000000 Penalty: 1042.032959
	Iteration 244Q: 3 clusters Score -4979774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -4979781.000000 Penalty: 1042.032959
	Iteration 245Q: 3 clusters Score -4979781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -4979783.000000 Penalty: 1042.032959
	Iteration 246Q: 3 clusters Score -4979783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -4979778.000000 Penalty: 1042.032959
	Iteration 247Q: 3 clusters Score -4979778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -4979782.500000 Penalty: 1042.032959
	Iteration 248Q: 3 clusters Score -4979782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -4979786.500000 Penalty: 1042.032959
	Iteration 249Q: 3 clusters Score -4979786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -4979784.000000 Penalty: 1042.032959
	Iteration 250Q: 3 clusters Score -4979784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54394 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -4979784.000000 Penalty: 1042.032959
	Iteration 251Q: 3 clusters Score -4979784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -4979789.000000 Penalty: 1042.032959
	Iteration 252Q: 3 clusters Score -4979789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -4979794.000000 Penalty: 1042.032959
	Iteration 253Q: 3 clusters Score -4979794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -4979795.000000 Penalty: 1042.032959
	Iteration 254Q: 3 clusters Score -4979795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -4979796.500000 Penalty: 1042.032959
	Iteration 255Q: 3 clusters Score -4979796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -4979794.000000 Penalty: 1042.032959
	Iteration 256Q: 3 clusters Score -4979794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -4979796.500000 Penalty: 1042.032959
	Iteration 257Q: 3 clusters Score -4979796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -4979801.500000 Penalty: 1042.032959
	Iteration 258Q: 3 clusters Score -4979802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -4979794.500000 Penalty: 1042.032959
	Iteration 259Q: 3 clusters Score -4979794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -4979799.000000 Penalty: 1042.032959
	Iteration 260F: 3 clusters Score -4979799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -4979798.500000 Penalty: 1042.032959
	Iteration 261Q: 3 clusters Score -4979798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -4979798.500000 Penalty: 1042.032959
	Iteration 262Q: 3 clusters Score -4979798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -4979800.500000 Penalty: 1042.032959
	Iteration 263Q: 3 clusters Score -4979800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -4979801.000000 Penalty: 1042.032959
	Iteration 264Q: 3 clusters Score -4979801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -4979799.000000 Penalty: 1042.032959
	Iteration 265Q: 3 clusters Score -4979799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -4979799.500000 Penalty: 1042.032959
	Iteration 266Q: 3 clusters Score -4979800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -4979801.500000 Penalty: 1042.032959
	Iteration 267Q: 3 clusters Score -4979802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -4979805.500000 Penalty: 1042.032959
	Iteration 268Q: 3 clusters Score -4979806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -4979801.000000 Penalty: 1042.032959
	Iteration 269Q: 3 clusters Score -4979801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -4979802.500000 Penalty: 1042.032959
	Iteration 270Q: 3 clusters Score -4979802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -4979802.500000 Penalty: 1042.032959
	Iteration 271F: 3 clusters Score -4979802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Entering Unmasked Estep 
Score: -11196.932617 Penalty: 253.359680
	Iteration 0F: 2 clusters Score -11196.93 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 131 members 
Entering Unmasked Estep 
Score: -10921.902344 Penalty: 506.719360
	Iteration 0F: 3 clusters Score -10921.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -10989.307617 Penalty: 506.719360
	Iteration 1F: 3 clusters Score -10989.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11006.643555 Penalty: 506.719360
	Iteration 2Q: 3 clusters Score -11006.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11011.663086 Penalty: 506.719360
	Iteration 3Q: 3 clusters Score -11011.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11014.777344 Penalty: 506.719360
	Iteration 4Q: 3 clusters Score -11014.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11017.929688 Penalty: 506.719360
	Iteration 5Q: 3 clusters Score -11017.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11019.002930 Penalty: 506.719360
	Iteration 6Q: 3 clusters Score -11019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11019.002930 Penalty: 506.719360
	Iteration 7F: 3 clusters Score -11019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (98061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98061 members 
Entering Unmasked Estep 
Score: -5367005.500000 Penalty: 522.947205
	Iteration 0F: 2 clusters Score -5367006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -5302498.500000 Penalty: 1045.894409
	Iteration 0F: 3 clusters Score -5302498 nChanged 48127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -5331269.000000 Penalty: 1045.894409
	Iteration 1F: 3 clusters Score -5331269 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -5332115.000000 Penalty: 1045.894409
	Iteration 2Q: 3 clusters Score -5332115 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -5333398.000000 Penalty: 1045.894409
	Iteration 3Q: 3 clusters Score -5333398 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -5335365.500000 Penalty: 1045.894409
	Iteration 4Q: 3 clusters Score -5335366 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -5338370.500000 Penalty: 1045.894409
	Iteration 5F: 3 clusters Score -5338370 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -5342826.000000 Penalty: 1045.894409
	Iteration 6F: 3 clusters Score -5342826 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -5347718.000000 Penalty: 1045.894409
	Iteration 7F: 3 clusters Score -5347718 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -5350654.000000 Penalty: 1045.894409
	Iteration 8F: 3 clusters Score -5350654 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -5351930.000000 Penalty: 1045.894409
	Iteration 9Q: 3 clusters Score -5351930 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -5352815.000000 Penalty: 1045.894409
	Iteration 10Q: 3 clusters Score -5352815 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -5353675.500000 Penalty: 1045.894409
	Iteration 11Q: 3 clusters Score -5353676 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -5354806.000000 Penalty: 1045.894409
	Iteration 12Q: 3 clusters Score -5354806 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -5356016.000000 Penalty: 1045.894409
	Iteration 13Q: 3 clusters Score -5356016 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71662 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -5357616.000000 Penalty: 1045.894409
	Iteration 14Q: 3 clusters Score -5357616 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73446 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -5359425.500000 Penalty: 1045.894409
	Iteration 15Q: 3 clusters Score -5359426 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -5361180.000000 Penalty: 1045.894409
	Iteration 16Q: 3 clusters Score -5361180 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -5362598.000000 Penalty: 1045.894409
	Iteration 17Q: 3 clusters Score -5362598 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -5363730.500000 Penalty: 1045.894409
	Iteration 18Q: 3 clusters Score -5363730 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -5364720.000000 Penalty: 1045.894409
	Iteration 19Q: 3 clusters Score -5364720 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -5365598.500000 Penalty: 1045.894409
	Iteration 20F: 3 clusters Score -5365598 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -5366376.000000 Penalty: 1045.894409
	Iteration 21Q: 3 clusters Score -5366376 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5366948.000000 Penalty: 1045.894409
	Iteration 22Q: 3 clusters Score -5366948 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5367347.000000 Penalty: 1045.894409
	Iteration 23Q: 3 clusters Score -5367347 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76844 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -5367615.000000 Penalty: 1045.894409
	Iteration 24Q: 3 clusters Score -5367615 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -5367776.000000 Penalty: 1045.894409
	Iteration 25Q: 3 clusters Score -5367776 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5367844.500000 Penalty: 1045.894409
	Iteration 26Q: 3 clusters Score -5367844 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -5367909.000000 Penalty: 1045.894409
	Iteration 27Q: 3 clusters Score -5367909 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -5367922.000000 Penalty: 1045.894409
	Iteration 28Q: 3 clusters Score -5367922 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77420 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -5367932.000000 Penalty: 1045.894409
	Iteration 29Q: 3 clusters Score -5367932 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5367944.500000 Penalty: 1045.894409
	Iteration 30Q: 3 clusters Score -5367944 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5367902.000000 Penalty: 1045.894409
	Iteration 31Q: 3 clusters Score -5367902 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -5367870.000000 Penalty: 1045.894409
	Iteration 32Q: 3 clusters Score -5367870 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -5367857.000000 Penalty: 1045.894409
	Iteration 33Q: 3 clusters Score -5367857 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5367856.500000 Penalty: 1045.894409
	Iteration 34Q: 3 clusters Score -5367856 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -5367856.000000 Penalty: 1045.894409
	Iteration 35Q: 3 clusters Score -5367856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -5367849.500000 Penalty: 1045.894409
	Iteration 36Q: 3 clusters Score -5367850 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -5367832.000000 Penalty: 1045.894409
	Iteration 37Q: 3 clusters Score -5367832 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -5367833.500000 Penalty: 1045.894409
	Iteration 38Q: 3 clusters Score -5367834 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -5367838.000000 Penalty: 1045.894409
	Iteration 39Q: 3 clusters Score -5367838 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79202 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -5367824.000000 Penalty: 1045.894409
	Iteration 40F: 3 clusters Score -5367824 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -5367815.500000 Penalty: 1045.894409
	Iteration 41Q: 3 clusters Score -5367816 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -5367808.000000 Penalty: 1045.894409
	Iteration 42Q: 3 clusters Score -5367808 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -5367801.500000 Penalty: 1045.894409
	Iteration 43Q: 3 clusters Score -5367802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5367787.000000 Penalty: 1045.894409
	Iteration 44Q: 3 clusters Score -5367787 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79718 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -5367789.500000 Penalty: 1045.894409
	Iteration 45Q: 3 clusters Score -5367790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79811 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -5367803.000000 Penalty: 1045.894409
	Iteration 46Q: 3 clusters Score -5367803 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -5367771.000000 Penalty: 1045.894409
	Iteration 47Q: 3 clusters Score -5367771 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -5367765.000000 Penalty: 1045.894409
	Iteration 48Q: 3 clusters Score -5367765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -5367770.000000 Penalty: 1045.894409
	Iteration 49Q: 3 clusters Score -5367770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5367757.000000 Penalty: 1045.894409
	Iteration 50Q: 3 clusters Score -5367757 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -5367754.500000 Penalty: 1045.894409
	Iteration 51Q: 3 clusters Score -5367754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80319 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5367733.000000 Penalty: 1045.894409
	Iteration 52Q: 3 clusters Score -5367733 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -5367747.000000 Penalty: 1045.894409
	Iteration 53Q: 3 clusters Score -5367747 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -5367746.000000 Penalty: 1045.894409
	Iteration 54Q: 3 clusters Score -5367746 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -5367749.000000 Penalty: 1045.894409
	Iteration 55Q: 3 clusters Score -5367749 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -5367748.000000 Penalty: 1045.894409
	Iteration 56Q: 3 clusters Score -5367748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80833 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -5367744.000000 Penalty: 1045.894409
	Iteration 57Q: 3 clusters Score -5367744 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -5367730.500000 Penalty: 1045.894409
	Iteration 58Q: 3 clusters Score -5367730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -5367730.500000 Penalty: 1045.894409
	Iteration 59Q: 3 clusters Score -5367730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -5367739.000000 Penalty: 1045.894409
	Iteration 60F: 3 clusters Score -5367739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -5367732.500000 Penalty: 1045.894409
	Iteration 61Q: 3 clusters Score -5367732 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -5367725.500000 Penalty: 1045.894409
	Iteration 62Q: 3 clusters Score -5367726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -5367737.000000 Penalty: 1045.894409
	Iteration 63Q: 3 clusters Score -5367737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -5367728.000000 Penalty: 1045.894409
	Iteration 64Q: 3 clusters Score -5367728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5367727.000000 Penalty: 1045.894409
	Iteration 65Q: 3 clusters Score -5367727 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -5367732.000000 Penalty: 1045.894409
	Iteration 66Q: 3 clusters Score -5367732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -5367724.500000 Penalty: 1045.894409
	Iteration 67Q: 3 clusters Score -5367724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -5367715.500000 Penalty: 1045.894409
	Iteration 68Q: 3 clusters Score -5367716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -5367719.500000 Penalty: 1045.894409
	Iteration 69Q: 3 clusters Score -5367720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81717 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -5367721.500000 Penalty: 1045.894409
	Iteration 70Q: 3 clusters Score -5367722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -5367701.000000 Penalty: 1045.894409
	Iteration 71Q: 3 clusters Score -5367701 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81881 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -5367703.500000 Penalty: 1045.894409
	Iteration 72Q: 3 clusters Score -5367704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -5367696.500000 Penalty: 1045.894409
	Iteration 73Q: 3 clusters Score -5367696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -5367696.000000 Penalty: 1045.894409
	Iteration 74Q: 3 clusters Score -5367696 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -5367679.500000 Penalty: 1045.894409
	Iteration 75Q: 3 clusters Score -5367680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -5367665.000000 Penalty: 1045.894409
	Iteration 76Q: 3 clusters Score -5367665 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -5367667.500000 Penalty: 1045.894409
	Iteration 77Q: 3 clusters Score -5367668 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -5367664.000000 Penalty: 1045.894409
	Iteration 78Q: 3 clusters Score -5367664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -5367665.500000 Penalty: 1045.894409
	Iteration 79Q: 3 clusters Score -5367666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -5367663.000000 Penalty: 1045.894409
	Iteration 80F: 3 clusters Score -5367663 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -5367664.000000 Penalty: 1045.894409
	Iteration 81Q: 3 clusters Score -5367664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -5367658.000000 Penalty: 1045.894409
	Iteration 82Q: 3 clusters Score -5367658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -5367665.500000 Penalty: 1045.894409
	Iteration 83Q: 3 clusters Score -5367666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5367654.500000 Penalty: 1045.894409
	Iteration 84Q: 3 clusters Score -5367654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -5367652.500000 Penalty: 1045.894409
	Iteration 85Q: 3 clusters Score -5367652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82513 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -5367650.000000 Penalty: 1045.894409
	Iteration 86Q: 3 clusters Score -5367650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -5367640.500000 Penalty: 1045.894409
	Iteration 87Q: 3 clusters Score -5367640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5367635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5367630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -5367625.000000 Penalty: 1045.894409
	Iteration 90Q: 3 clusters Score -5367625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -5367614.000000 Penalty: 1045.894409
	Iteration 91Q: 3 clusters Score -5367614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5367613.000000 Penalty: 1045.894409
	Iteration 92Q: 3 clusters Score -5367613 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5367602.500000 Penalty: 1045.894409
	Iteration 93Q: 3 clusters Score -5367602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82929 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5367592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -5367583.500000 Penalty: 1045.894409
	Iteration 95Q: 3 clusters Score -5367584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83009 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5367575.000000 Penalty: 1045.894409
	Iteration 96Q: 3 clusters Score -5367575 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5367571 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83127 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -5367567.000000 Penalty: 1045.894409
	Iteration 98Q: 3 clusters Score -5367567 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83188 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -5367553.000000 Penalty: 1045.894409
	Iteration 99Q: 3 clusters Score -5367553 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -5367565.500000 Penalty: 1045.894409
	Iteration 100F: 3 clusters Score -5367566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83321 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -5367545.000000 Penalty: 1045.894409
	Iteration 101Q: 3 clusters Score -5367545 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -5367537.000000 Penalty: 1045.894409
	Iteration 102Q: 3 clusters Score -5367537 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5367528.500000 Penalty: 1045.894409
	Iteration 103Q: 3 clusters Score -5367528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83551 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -5367534.000000 Penalty: 1045.894409
	Iteration 104Q: 3 clusters Score -5367534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -5367517.500000 Penalty: 1045.894409
	Iteration 105Q: 3 clusters Score -5367518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -5367507.500000 Penalty: 1045.894409
	Iteration 106Q: 3 clusters Score -5367508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -5367499.500000 Penalty: 1045.894409
	Iteration 107Q: 3 clusters Score -5367500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -5367497.000000 Penalty: 1045.894409
	Iteration 108Q: 3 clusters Score -5367497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -5367487.500000 Penalty: 1045.894409
	Iteration 109Q: 3 clusters Score -5367488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83778 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -5367490.500000 Penalty: 1045.894409
	Iteration 110Q: 3 clusters Score -5367490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -5367486.000000 Penalty: 1045.894409
	Iteration 111Q: 3 clusters Score -5367486 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -5367468.500000 Penalty: 1045.894409
	Iteration 112Q: 3 clusters Score -5367468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5367465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -5367463.000000 Penalty: 1045.894409
	Iteration 114Q: 3 clusters Score -5367463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84044 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -5367472.000000 Penalty: 1045.894409
	Iteration 115Q: 3 clusters Score -5367472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84103 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5367464.500000 Penalty: 1045.894409
	Iteration 116Q: 3 clusters Score -5367464 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -5367462.000000 Penalty: 1045.894409
	Iteration 117Q: 3 clusters Score -5367462 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84262 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -5367453.000000 Penalty: 1045.894409
	Iteration 118Q: 3 clusters Score -5367453 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -5367449.000000 Penalty: 1045.894409
	Iteration 119Q: 3 clusters Score -5367449 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -5367441.500000 Penalty: 1045.894409
	Iteration 120F: 3 clusters Score -5367442 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5367442 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -5367435.500000 Penalty: 1045.894409
	Iteration 122Q: 3 clusters Score -5367436 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -5367439.500000 Penalty: 1045.894409
	Iteration 123Q: 3 clusters Score -5367440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -5367430.500000 Penalty: 1045.894409
	Iteration 124Q: 3 clusters Score -5367430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -5367418.000000 Penalty: 1045.894409
	Iteration 125Q: 3 clusters Score -5367418 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85013 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -5367402.500000 Penalty: 1045.894409
	Iteration 126Q: 3 clusters Score -5367402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -5367405.000000 Penalty: 1045.894409
	Iteration 127Q: 3 clusters Score -5367405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -5367392.500000 Penalty: 1045.894409
	Iteration 128Q: 3 clusters Score -5367392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -5367383.500000 Penalty: 1045.894409
	Iteration 129Q: 3 clusters Score -5367384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -5367360.000000 Penalty: 1045.894409
	Iteration 130Q: 3 clusters Score -5367360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -5367359.500000 Penalty: 1045.894409
	Iteration 131Q: 3 clusters Score -5367360 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -5367355.500000 Penalty: 1045.894409
	Iteration 132Q: 3 clusters Score -5367356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -5367350.500000 Penalty: 1045.894409
	Iteration 133Q: 3 clusters Score -5367350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -5367344.000000 Penalty: 1045.894409
	Iteration 134Q: 3 clusters Score -5367344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -5367345.500000 Penalty: 1045.894409
	Iteration 135Q: 3 clusters Score -5367346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5367336.000000 Penalty: 1045.894409
	Iteration 136Q: 3 clusters Score -5367336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85671 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -5367339.000000 Penalty: 1045.894409
	Iteration 137Q: 3 clusters Score -5367339 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -5367331.500000 Penalty: 1045.894409
	Iteration 138Q: 3 clusters Score -5367332 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5367314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -5367313.000000 Penalty: 1045.894409
	Iteration 140F: 3 clusters Score -5367313 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -5367307.500000 Penalty: 1045.894409
	Iteration 141Q: 3 clusters Score -5367308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -5367309.000000 Penalty: 1045.894409
	Iteration 142Q: 3 clusters Score -5367309 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -5367296.000000 Penalty: 1045.894409
	Iteration 143Q: 3 clusters Score -5367296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5367296 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -5367272.500000 Penalty: 1045.894409
	Iteration 145Q: 3 clusters Score -5367272 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5367272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86633 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -5367273.500000 Penalty: 1045.894409
	Iteration 147Q: 3 clusters Score -5367274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -5367288.500000 Penalty: 1045.894409
	Iteration 148Q: 3 clusters Score -5367288 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86796 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5367274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86885 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -5367266.000000 Penalty: 1045.894409
	Iteration 150Q: 3 clusters Score -5367266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -5367250.500000 Penalty: 1045.894409
	Iteration 151Q: 3 clusters Score -5367250 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -5367260.500000 Penalty: 1045.894409
	Iteration 152Q: 3 clusters Score -5367260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -5367247.000000 Penalty: 1045.894409
	Iteration 153Q: 3 clusters Score -5367247 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5367250 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -5367245.500000 Penalty: 1045.894409
	Iteration 155Q: 3 clusters Score -5367246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -5367228.000000 Penalty: 1045.894409
	Iteration 156Q: 3 clusters Score -5367228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -5367212.000000 Penalty: 1045.894409
	Iteration 157Q: 3 clusters Score -5367212 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -5367210.000000 Penalty: 1045.894409
	Iteration 158Q: 3 clusters Score -5367210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -5367193.000000 Penalty: 1045.894409
	Iteration 159Q: 3 clusters Score -5367193 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -5367196.500000 Penalty: 1045.894409
	Iteration 160F: 3 clusters Score -5367196 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -5367191.500000 Penalty: 1045.894409
	Iteration 161Q: 3 clusters Score -5367192 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87713 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -5367188.000000 Penalty: 1045.894409
	Iteration 162Q: 3 clusters Score -5367188 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -5367179.000000 Penalty: 1045.894409
	Iteration 163Q: 3 clusters Score -5367179 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87849 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -5367167.500000 Penalty: 1045.894409
	Iteration 164Q: 3 clusters Score -5367168 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -5367155.000000 Penalty: 1045.894409
	Iteration 165Q: 3 clusters Score -5367155 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -5367149.500000 Penalty: 1045.894409
	Iteration 166Q: 3 clusters Score -5367150 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5367140.500000 Penalty: 1045.894409
	Iteration 167Q: 3 clusters Score -5367140 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -5367113.500000 Penalty: 1045.894409
	Iteration 168Q: 3 clusters Score -5367114 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88229 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -5367102.500000 Penalty: 1045.894409
	Iteration 169Q: 3 clusters Score -5367102 nChanged 93
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Mstep: Class 1 contains 88322 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5367096 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -5367062.500000 Penalty: 1045.894409
	Iteration 171Q: 3 clusters Score -5367062 nChanged 133
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Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5367036 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88660 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -5367018.500000 Penalty: 1045.894409
	Iteration 173Q: 3 clusters Score -5367018 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88732 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -5367014.500000 Penalty: 1045.894409
	Iteration 174Q: 3 clusters Score -5367014 nChanged 72
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Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -5367017.000000 Penalty: 1045.894409
	Iteration 175Q: 3 clusters Score -5367017 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88896 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -5367007.500000 Penalty: 1045.894409
	Iteration 176Q: 3 clusters Score -5367008 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -5366993.500000 Penalty: 1045.894409
	Iteration 177Q: 3 clusters Score -5366994 nChanged 118
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Mstep: Class 1 contains 89104 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -5366973.000000 Penalty: 1045.894409
	Iteration 178Q: 3 clusters Score -5366973 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5366974 nChanged 119
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Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -5366937.000000 Penalty: 1045.894409
	Iteration 180F: 3 clusters Score -5366937 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5366907 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5366906 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5366907 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5366904 nChanged 96
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Mstep: Class 1 contains 89907 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5366894 nChanged 106
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Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5366890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5366884 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90251 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5366870 nChanged 118
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Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5366872 nChanged 142
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Mstep: Class 1 contains 90511 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5366879 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5366858 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5366844 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90958 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5366830 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91098 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5366845 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5366835 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5366797 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91466 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5366789 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91586 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5366776 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5366782 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91874 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5366774 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92031 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5366750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5366778 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92319 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5366782 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5366783 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5366770 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5366762 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5366750 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5366737 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93031 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5366752 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93145 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5366756 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5366758 nChanged 100
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Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5366749 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5366742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5366730 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5366724 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5366706 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5366706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5366714.500000 Penalty: 1045.894409
	Iteration 218Q: 3 clusters Score -5366714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94023 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5366708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5366702.000000 Penalty: 1045.894409
	Iteration 220F: 3 clusters Score -5366702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -5366713.000000 Penalty: 1045.894409
	Iteration 221Q: 3 clusters Score -5366713 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5366695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5366704.500000 Penalty: 1045.894409
	Iteration 223Q: 3 clusters Score -5366704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94325 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -5366710.000000 Penalty: 1045.894409
	Iteration 224Q: 3 clusters Score -5366710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -5366699.000000 Penalty: 1045.894409
	Iteration 225Q: 3 clusters Score -5366699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5366697 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5366688 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5366696 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94588 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5366707 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94650 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5366716.000000 Penalty: 1045.894409
	Iteration 230Q: 3 clusters Score -5366716 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94726 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -5366710 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5366710 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94855 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -5366702 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5366690 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94943 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5366684 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5366684 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95016 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5366682 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95088 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5366683 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95121 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5366682 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95177 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5366672.000000 Penalty: 1045.894409
	Iteration 240F: 3 clusters Score -5366672 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95210 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5366666 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95236 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5366651 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5366655 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5366644 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95286 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5366641 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95332 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5366647 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95349 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -5366640 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95372 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5366640 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5366644 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95459 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5366654 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -5366661 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95568 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5366656 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5366660 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95631 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5366662 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -5366660 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95671 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -5366657 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5366654 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5366663 nChanged 29
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Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5366668 nChanged 32
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Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5366667 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5366664 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5366668 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5366670 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5366667 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5366666 nChanged 21
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Mstep: Class 1 contains 96009 members 
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	Iteration 266Q: 3 clusters Score -5366666 nChanged 36
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Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5366665 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -5366675 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5366685.500000 Penalty: 1045.894409
	Iteration 269Q: 3 clusters Score -5366686 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96175 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -5366680 nChanged 31
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Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -5366680 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -5366688 nChanged 13
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Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5366688 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96224 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -5366687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5366692.500000 Penalty: 1045.894409
	Iteration 275Q: 3 clusters Score -5366692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5366699.000000 Penalty: 1045.894409
	Iteration 276Q: 3 clusters Score -5366699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5366687.000000 Penalty: 1045.894409
	Iteration 277Q: 3 clusters Score -5366687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5366693.500000 Penalty: 1045.894409
	Iteration 278Q: 3 clusters Score -5366694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96289 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5366694.500000 Penalty: 1045.894409
	Iteration 279Q: 3 clusters Score -5366694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5366692.500000 Penalty: 1045.894409
	Iteration 280F: 3 clusters Score -5366692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5366686.500000 Penalty: 1045.894409
	Iteration 281Q: 3 clusters Score -5366686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5366691.000000 Penalty: 1045.894409
	Iteration 282Q: 3 clusters Score -5366691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5366691.000000 Penalty: 1045.894409
	Iteration 283Q: 3 clusters Score -5366691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5366691.000000 Penalty: 1045.894409
	Iteration 284F: 3 clusters Score -5366691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (87998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87998 members 
Entering Unmasked Estep 
Score: -4903736.000000 Penalty: 518.020630
	Iteration 0F: 2 clusters Score -4903736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -4845001.000000 Penalty: 1036.041260
	Iteration 0F: 3 clusters Score -4845001 nChanged 43038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -4874358.500000 Penalty: 1036.041260
	Iteration 1F: 3 clusters Score -4874358 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -4879509.000000 Penalty: 1036.041260
	Iteration 2F: 3 clusters Score -4879509 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -4887874.000000 Penalty: 1036.041260
	Iteration 3F: 3 clusters Score -4887874 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -4896527.000000 Penalty: 1036.041260
	Iteration 4F: 3 clusters Score -4896527 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -4901398.500000 Penalty: 1036.041260
	Iteration 5F: 3 clusters Score -4901398 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 87525 members 
Entering Unmasked Estep 
Score: -4902852.500000 Penalty: 1036.041260
	Iteration 6Q: 3 clusters Score -4902852 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -4903160.500000 Penalty: 1036.041260
	Iteration 7Q: 3 clusters Score -4903160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -4903218.500000 Penalty: 1036.041260
	Iteration 8Q: 3 clusters Score -4903218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -4903244.500000 Penalty: 1036.041260
	Iteration 9Q: 3 clusters Score -4903244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -4903256.500000 Penalty: 1036.041260
	Iteration 10Q: 3 clusters Score -4903256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -4903260.500000 Penalty: 1036.041260
	Iteration 11Q: 3 clusters Score -4903260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 87955 members 
Entering Unmasked Estep 
Score: -4903264.500000 Penalty: 1036.041260
	Iteration 12Q: 3 clusters Score -4903264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -4903268.500000 Penalty: 1036.041260
	Iteration 13Q: 3 clusters Score -4903268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -4903269.000000 Penalty: 1036.041260
	Iteration 14Q: 3 clusters Score -4903269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -4903269.000000 Penalty: 1036.041260
	Iteration 15F: 3 clusters Score -4903269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -26913.005859 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -26913.01 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 268 members 
Entering Unmasked Estep 
Score: -26414.500000 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -26414.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -26536.339844 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -26536.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -26558.416016 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -26558.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -26567.595703 Penalty: 566.973816
	Iteration 3Q: 3 clusters Score -26567.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -26574.757812 Penalty: 566.973816
	Iteration 4Q: 3 clusters Score -26574.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -26579.214844 Penalty: 566.973816
	Iteration 5Q: 3 clusters Score -26579.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -26584.437500 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -26584.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -26587.060547 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -26587.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -26588.708984 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -26588.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -26590.912109 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -26590.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -26593.318359 Penalty: 566.973816
	Iteration 10Q: 3 clusters Score -26593.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26596.736328 Penalty: 566.973816
	Iteration 11Q: 3 clusters Score -26596.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -26600.740234 Penalty: 566.973816
	Iteration 12Q: 3 clusters Score -26600.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -26602.976562 Penalty: 566.973816
	Iteration 13Q: 3 clusters Score -26602.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26604.050781 Penalty: 566.973816
	Iteration 14Q: 3 clusters Score -26604.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26604.533203 Penalty: 566.973816
	Iteration 15Q: 3 clusters Score -26604.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26604.533203 Penalty: 566.973816
	Iteration 16F: 3 clusters Score -26604.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -106861.757812 Penalty: 350.074158
	Iteration 0F: 2 clusters Score -106861.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -105265.445312 Penalty: 700.148315
	Iteration 0F: 3 clusters Score -105265.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -105791.132812 Penalty: 700.148315
	Iteration 1F: 3 clusters Score -105791.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -105890.515625 Penalty: 700.148315
	Iteration 2F: 3 clusters Score -105890.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -105994.820312 Penalty: 700.148315
	Iteration 3F: 3 clusters Score -105994.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -106107.390625 Penalty: 700.148315
	Iteration 4F: 3 clusters Score -106107.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -106243.078125 Penalty: 700.148315
	Iteration 5F: 3 clusters Score -106243.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -106365.726562 Penalty: 700.148315
	Iteration 6F: 3 clusters Score -106365.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -106434.085938 Penalty: 700.148315
	Iteration 7Q: 3 clusters Score -106434.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -106485.289062 Penalty: 700.148315
	Iteration 8Q: 3 clusters Score -106485.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -106544.054688 Penalty: 700.148315
	Iteration 9Q: 3 clusters Score -106544.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -106578.664062 Penalty: 700.148315
	Iteration 10Q: 3 clusters Score -106578.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -106592.187500 Penalty: 700.148315
	Iteration 11Q: 3 clusters Score -106592.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -106604.812500 Penalty: 700.148315
	Iteration 12Q: 3 clusters Score -106604.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -106620.031250 Penalty: 700.148315
	Iteration 13Q: 3 clusters Score -106620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -106630.320312 Penalty: 700.148315
	Iteration 14Q: 3 clusters Score -106630.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -106636.757812 Penalty: 700.148315
	Iteration 15Q: 3 clusters Score -106636.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -106640.906250 Penalty: 700.148315
	Iteration 16Q: 3 clusters Score -106640.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -106642.898438 Penalty: 700.148315
	Iteration 17Q: 3 clusters Score -106642.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -106643.664062 Penalty: 700.148315
	Iteration 18Q: 3 clusters Score -106643.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -106645.234375 Penalty: 700.148315
	Iteration 19Q: 3 clusters Score -106645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -106646.492188 Penalty: 700.148315
	Iteration 20F: 3 clusters Score -106646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -106646.914062 Penalty: 700.148315
	Iteration 21Q: 3 clusters Score -106646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -106647.773438 Penalty: 700.148315
	Iteration 22Q: 3 clusters Score -106647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -106648.671875 Penalty: 700.148315
	Iteration 23Q: 3 clusters Score -106648.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -106650.757812 Penalty: 700.148315
	Iteration 24Q: 3 clusters Score -106650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -106651.468750 Penalty: 700.148315
	Iteration 25Q: 3 clusters Score -106651.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -106652.460938 Penalty: 700.148315
	Iteration 26Q: 3 clusters Score -106652.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -106652.875000 Penalty: 700.148315
	Iteration 27Q: 3 clusters Score -106652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106652.843750 Penalty: 700.148315
	Iteration 28Q: 3 clusters Score -106652.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106652.843750 Penalty: 700.148315
	Iteration 29F: 3 clusters Score -106652.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (79461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Entering Unmasked Estep 
Score: -4170692.500000 Penalty: 513.377502
	Iteration 0F: 2 clusters Score -4170692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -4116958.250000 Penalty: 1026.755005
	Iteration 0F: 3 clusters Score -4116958 nChanged 39000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4141837.250000 Penalty: 1026.755005
	Iteration 1F: 3 clusters Score -4141837 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4143794.500000 Penalty: 1026.755005
	Iteration 2F: 3 clusters Score -4143794 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4146516.500000 Penalty: 1026.755005
	Iteration 3F: 3 clusters Score -4146516 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -4150292.750000 Penalty: 1026.755005
	Iteration 4F: 3 clusters Score -4150293 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -4154641.750000 Penalty: 1026.755005
	Iteration 5F: 3 clusters Score -4154642 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4158484.250000 Penalty: 1026.755005
	Iteration 6F: 3 clusters Score -4158484 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -4160953.500000 Penalty: 1026.755005
	Iteration 7Q: 3 clusters Score -4160954 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -4162475.000000 Penalty: 1026.755005
	Iteration 8Q: 3 clusters Score -4162475 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4163508.750000 Penalty: 1026.755005
	Iteration 9Q: 3 clusters Score -4163509 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67778 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -4164471.750000 Penalty: 1026.755005
	Iteration 10Q: 3 clusters Score -4164472 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4165305.500000 Penalty: 1026.755005
	Iteration 11Q: 3 clusters Score -4165306 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -4166180.000000 Penalty: 1026.755005
	Iteration 12Q: 3 clusters Score -4166180 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4167055.250000 Penalty: 1026.755005
	Iteration 13Q: 3 clusters Score -4167055 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -4167812.500000 Penalty: 1026.755005
	Iteration 14Q: 3 clusters Score -4167812 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4168452.500000 Penalty: 1026.755005
	Iteration 15Q: 3 clusters Score -4168452 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4168959.750000 Penalty: 1026.755005
	Iteration 16Q: 3 clusters Score -4168960 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4169374.250000 Penalty: 1026.755005
	Iteration 17Q: 3 clusters Score -4169374 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4169678.750000 Penalty: 1026.755005
	Iteration 18Q: 3 clusters Score -4169679 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77229 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4169916.250000 Penalty: 1026.755005
	Iteration 19Q: 3 clusters Score -4169916 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4170143.250000 Penalty: 1026.755005
	Iteration 20F: 3 clusters Score -4170143 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4170260.500000 Penalty: 1026.755005
	Iteration 21Q: 3 clusters Score -4170260 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4170313.000000 Penalty: 1026.755005
	Iteration 22Q: 3 clusters Score -4170313 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78308 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4170362.750000 Penalty: 1026.755005
	Iteration 23Q: 3 clusters Score -4170363 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4170386.000000 Penalty: 1026.755005
	Iteration 24Q: 3 clusters Score -4170386 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78521 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4170407.250000 Penalty: 1026.755005
	Iteration 25Q: 3 clusters Score -4170407 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78614 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4170427.000000 Penalty: 1026.755005
	Iteration 26Q: 3 clusters Score -4170427 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4170449.250000 Penalty: 1026.755005
	Iteration 27Q: 3 clusters Score -4170449 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4170464.250000 Penalty: 1026.755005
	Iteration 28Q: 3 clusters Score -4170464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4170489.750000 Penalty: 1026.755005
	Iteration 29Q: 3 clusters Score -4170490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4170487.750000 Penalty: 1026.755005
	Iteration 30Q: 3 clusters Score -4170488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4170492.750000 Penalty: 1026.755005
	Iteration 31Q: 3 clusters Score -4170493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4170489.250000 Penalty: 1026.755005
	Iteration 32Q: 3 clusters Score -4170489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4170488.250000 Penalty: 1026.755005
	Iteration 33Q: 3 clusters Score -4170488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78926 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4170482.750000 Penalty: 1026.755005
	Iteration 34Q: 3 clusters Score -4170483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78931 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4170483.000000 Penalty: 1026.755005
	Iteration 35Q: 3 clusters Score -4170483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4170485.500000 Penalty: 1026.755005
	Iteration 36Q: 3 clusters Score -4170486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4170486.000000 Penalty: 1026.755005
	Iteration 37Q: 3 clusters Score -4170486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4170486.000000 Penalty: 1026.755005
	Iteration 38Q: 3 clusters Score -4170486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4170486.750000 Penalty: 1026.755005
	Iteration 39Q: 3 clusters Score -4170487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78946 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4170488.250000 Penalty: 1026.755005
	Iteration 40F: 3 clusters Score -4170488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4170489.750000 Penalty: 1026.755005
	Iteration 41Q: 3 clusters Score -4170490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4170489.750000 Penalty: 1026.755005
	Iteration 42F: 3 clusters Score -4170490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Entering Unmasked Estep 
Score: -243084.593750 Penalty: 384.240112
	Iteration 0F: 2 clusters Score -243084.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -240000.578125 Penalty: 768.480225
	Iteration 0F: 3 clusters Score -240000.6 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -241285.921875 Penalty: 768.480225
	Iteration 1F: 3 clusters Score -241285.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -241523.171875 Penalty: 768.480225
	Iteration 2F: 3 clusters Score -241523.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -241752.390625 Penalty: 768.480225
	Iteration 3F: 3 clusters Score -241752.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -242019.437500 Penalty: 768.480225
	Iteration 4F: 3 clusters Score -242019.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -242213.703125 Penalty: 768.480225
	Iteration 5F: 3 clusters Score -242213.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -242380.765625 Penalty: 768.480225
	Iteration 6F: 3 clusters Score -242380.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -242494.328125 Penalty: 768.480225
	Iteration 7Q: 3 clusters Score -242494.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -242570.187500 Penalty: 768.480225
	Iteration 8Q: 3 clusters Score -242570.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -242621.390625 Penalty: 768.480225
	Iteration 9Q: 3 clusters Score -242621.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -242651.125000 Penalty: 768.480225
	Iteration 10Q: 3 clusters Score -242651.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -242674.375000 Penalty: 768.480225
	Iteration 11Q: 3 clusters Score -242674.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -242692.718750 Penalty: 768.480225
	Iteration 12Q: 3 clusters Score -242692.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -242706.546875 Penalty: 768.480225
	Iteration 13Q: 3 clusters Score -242706.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -242723.406250 Penalty: 768.480225
	Iteration 14Q: 3 clusters Score -242723.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -242739.687500 Penalty: 768.480225
	Iteration 15Q: 3 clusters Score -242739.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -242747.718750 Penalty: 768.480225
	Iteration 16Q: 3 clusters Score -242747.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -242752.343750 Penalty: 768.480225
	Iteration 17Q: 3 clusters Score -242752.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -242754.218750 Penalty: 768.480225
	Iteration 18Q: 3 clusters Score -242754.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -242757.500000 Penalty: 768.480225
	Iteration 19Q: 3 clusters Score -242757.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -242759.281250 Penalty: 768.480225
	Iteration 20F: 3 clusters Score -242759.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -242761.781250 Penalty: 768.480225
	Iteration 21Q: 3 clusters Score -242761.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -242763.359375 Penalty: 768.480225
	Iteration 22Q: 3 clusters Score -242763.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -242765.921875 Penalty: 768.480225
	Iteration 23Q: 3 clusters Score -242765.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -242766.718750 Penalty: 768.480225
	Iteration 24Q: 3 clusters Score -242766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -242766.843750 Penalty: 768.480225
	Iteration 25Q: 3 clusters Score -242766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -242767.656250 Penalty: 768.480225
	Iteration 26Q: 3 clusters Score -242767.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -242767.781250 Penalty: 768.480225
	Iteration 27Q: 3 clusters Score -242767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -242767.781250 Penalty: 768.480225
	Iteration 28Q: 3 clusters Score -242767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -242768.390625 Penalty: 768.480225
	Iteration 29Q: 3 clusters Score -242768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -242768.218750 Penalty: 768.480225
	Iteration 30Q: 3 clusters Score -242768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -242768.218750 Penalty: 768.480225
	Iteration 31F: 3 clusters Score -242768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 3641 members 
Mstep: Class 3 contains 85330 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 76672 members 
Mstep: Class 6 contains 17434 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 35380 members 
Mstep: Class 11 contains 87986 members 
Mstep: Class 12 contains 22271 members 
Mstep: Class 13 contains 64621 members 
Mstep: Class 14 contains 17405 members 
Mstep: Class 15 contains 85765 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 14702 members 
Mstep: Class 18 contains 74736 members 
Mstep: Class 19 contains 75270 members 
Mstep: Class 20 contains 122925 members 
Mstep: Class 21 contains 47052 members 
Mstep: Class 22 contains 2558 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 39711 members 
Mstep: Class 25 contains 9363 members 
Mstep: Class 26 contains 2651 members 
Mstep: Class 27 contains 19956 members 
Mstep: Class 28 contains 6203 members 
Mstep: Class 29 contains 154348 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 2962 members 
Mstep: Class 32 contains 13499 members 
Mstep: Class 33 contains 11360 members 
Mstep: Class 34 contains 93987 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 98061 members 
Mstep: Class 37 contains 87998 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2195 members 
Mstep: Class 40 contains 79461 members 
Mstep: Class 41 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87415744.000000 Penalty: 28756.324219
Iteration 319Q: 45 clusters Score -8.741574e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 3665 members 
Mstep: Class 3 contains 85358 members 
Mstep: Class 4 contains 5283 members 
Mstep: Class 5 contains 76624 members 
Mstep: Class 6 contains 17749 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 35503 members 
Mstep: Class 11 contains 88022 members 
Mstep: Class 12 contains 22154 members 
Mstep: Class 13 contains 64622 members 
Mstep: Class 14 contains 17453 members 
Mstep: Class 15 contains 85599 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 17 contains 14714 members 
Mstep: Class 18 contains 74924 members 
Mstep: Class 19 contains 74940 members 
Mstep: Class 20 contains 123513 members 
Mstep: Class 21 contains 47371 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 40087 members 
Mstep: Class 25 contains 9358 members 
Mstep: Class 26 contains 2634 members 
Mstep: Class 27 contains 19844 members 
Mstep: Class 28 contains 6194 members 
Mstep: Class 29 contains 154401 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2972 members 
Mstep: Class 32 contains 13516 members 
Mstep: Class 33 contains 11354 members 
Mstep: Class 34 contains 94245 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 98107 members 
Mstep: Class 37 contains 88024 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2196 members 
Mstep: Class 40 contains 79402 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 28276 members 
Mstep: Class 43 contains 144748 members 
Mstep: Class 44 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417152.000000 Penalty: 28756.324219
Iteration 320F: 45 clusters Score -8.741715e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 3654 members 
Mstep: Class 3 contains 85287 members 
Mstep: Class 4 contains 5258 members 
Mstep: Class 5 contains 76542 members 
Mstep: Class 6 contains 17853 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1658 members 
Mstep: Class 10 contains 35656 members 
Mstep: Class 11 contains 87875 members 
Mstep: Class 12 contains 22065 members 
Mstep: Class 13 contains 64379 members 
Mstep: Class 14 contains 17484 members 
Mstep: Class 15 contains 85131 members 
Mstep: Class 16 contains 2429 members 
Mstep: Class 17 contains 14706 members 
Mstep: Class 18 contains 74264 members 
Mstep: Class 19 contains 74540 members 
Mstep: Class 20 contains 123867 members 
Mstep: Class 21 contains 47498 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 4906 members 
Mstep: Class 24 contains 40166 members 
Mstep: Class 25 contains 9357 members 
Mstep: Class 26 contains 2616 members 
Mstep: Class 27 contains 19715 members 
Mstep: Class 28 contains 6184 members 
Mstep: Class 29 contains 153832 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2972 members 
Mstep: Class 32 contains 13497 members 
Mstep: Class 33 contains 11344 members 
Mstep: Class 34 contains 94293 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 98147 members 
Mstep: Class 37 contains 87996 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2198 members 
Mstep: Class 40 contains 78241 members 
Mstep: Class 41 contains 4665 members 
Mstep: Class 42 contains 28744 members 
Mstep: Class 43 contains 146824 members 
Mstep: Class 44 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417632.000000 Penalty: 28756.324219
Iteration 321Q: 45 clusters Score -8.741763e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 85220 members 
Mstep: Class 4 contains 5242 members 
Mstep: Class 5 contains 76511 members 
Mstep: Class 6 contains 17985 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 443 members 
Mstep: Class 9 contains 1659 members 
Mstep: Class 10 contains 35804 members 
Mstep: Class 11 contains 87705 members 
Mstep: Class 12 contains 21983 members 
Mstep: Class 13 contains 64186 members 
Mstep: Class 14 contains 17526 members 
Mstep: Class 15 contains 84774 members 
Mstep: Class 16 contains 2431 members 
Mstep: Class 17 contains 14692 members 
Mstep: Class 18 contains 73774 members 
Mstep: Class 19 contains 74151 members 
Mstep: Class 20 contains 124098 members 
Mstep: Class 21 contains 47624 members 
Mstep: Class 22 contains 2569 members 
Mstep: Class 23 contains 4906 members 
Mstep: Class 24 contains 40226 members 
Mstep: Class 25 contains 9353 members 
Mstep: Class 26 contains 2600 members 
Mstep: Class 27 contains 19605 members 
Mstep: Class 28 contains 6168 members 
Mstep: Class 29 contains 153484 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2974 members 
Mstep: Class 32 contains 13497 members 
Mstep: Class 33 contains 11323 members 
Mstep: Class 34 contains 94338 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 98119 members 
Mstep: Class 37 contains 87968 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 77403 members 
Mstep: Class 41 contains 4668 members 
Mstep: Class 42 contains 28984 members 
Mstep: Class 43 contains 148313 members 
Mstep: Class 44 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417808.000000 Penalty: 28756.324219
Iteration 322Q: 45 clusters Score -8.741781e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 85139 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 76456 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 35967 members 
Mstep: Class 11 contains 87532 members 
Mstep: Class 12 contains 21894 members 
Mstep: Class 13 contains 64021 members 
Mstep: Class 14 contains 17569 members 
Mstep: Class 15 contains 84431 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 14679 members 
Mstep: Class 18 contains 73346 members 
Mstep: Class 19 contains 73741 members 
Mstep: Class 20 contains 124235 members 
Mstep: Class 21 contains 47764 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 40240 members 
Mstep: Class 25 contains 9349 members 
Mstep: Class 26 contains 2587 members 
Mstep: Class 27 contains 19466 members 
Mstep: Class 28 contains 6147 members 
Mstep: Class 29 contains 153236 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2976 members 
Mstep: Class 32 contains 13508 members 
Mstep: Class 33 contains 11313 members 
Mstep: Class 34 contains 94336 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 98104 members 
Mstep: Class 37 contains 87972 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2199 members 
Mstep: Class 40 contains 76744 members 
Mstep: Class 41 contains 4670 members 
Mstep: Class 42 contains 29153 members 
Mstep: Class 43 contains 149706 members 
Mstep: Class 44 contains 1067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418272.000000 Penalty: 28756.324219
Iteration 323Q: 45 clusters Score -8.741827e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 3633 members 
Mstep: Class 3 contains 85068 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 76380 members 
Mstep: Class 6 contains 18243 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1663 members 
Mstep: Class 10 contains 36145 members 
Mstep: Class 11 contains 87395 members 
Mstep: Class 12 contains 21796 members 
Mstep: Class 13 contains 63848 members 
Mstep: Class 14 contains 17622 members 
Mstep: Class 15 contains 84125 members 
Mstep: Class 16 contains 2428 members 
Mstep: Class 17 contains 14685 members 
Mstep: Class 18 contains 73027 members 
Mstep: Class 19 contains 73343 members 
Mstep: Class 20 contains 124289 members 
Mstep: Class 21 contains 47874 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 40244 members 
Mstep: Class 25 contains 9364 members 
Mstep: Class 26 contains 2578 members 
Mstep: Class 27 contains 19321 members 
Mstep: Class 28 contains 6132 members 
Mstep: Class 29 contains 153051 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2978 members 
Mstep: Class 32 contains 13517 members 
Mstep: Class 33 contains 11309 members 
Mstep: Class 34 contains 94306 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 98105 members 
Mstep: Class 37 contains 87944 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2201 members 
Mstep: Class 40 contains 76254 members 
Mstep: Class 41 contains 4669 members 
Mstep: Class 42 contains 29250 members 
Mstep: Class 43 contains 150931 members 
Mstep: Class 44 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418616.000000 Penalty: 28756.324219
Iteration 324Q: 45 clusters Score -8.741862e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 3628 members 
Mstep: Class 3 contains 84977 members 
Mstep: Class 4 contains 5198 members 
Mstep: Class 5 contains 76277 members 
Mstep: Class 6 contains 18318 members 
Mstep: Class 7 contains 2306 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1664 members 
Mstep: Class 10 contains 36308 members 
Mstep: Class 11 contains 87269 members 
Mstep: Class 12 contains 21717 members 
Mstep: Class 13 contains 63733 members 
Mstep: Class 14 contains 17662 members 
Mstep: Class 15 contains 83862 members 
Mstep: Class 16 contains 2428 members 
Mstep: Class 17 contains 14695 members 
Mstep: Class 18 contains 72743 members 
Mstep: Class 19 contains 72985 members 
Mstep: Class 20 contains 124286 members 
Mstep: Class 21 contains 47960 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 40261 members 
Mstep: Class 25 contains 9375 members 
Mstep: Class 26 contains 2568 members 
Mstep: Class 27 contains 19182 members 
Mstep: Class 28 contains 6115 members 
Mstep: Class 29 contains 152950 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2975 members 
Mstep: Class 32 contains 13525 members 
Mstep: Class 33 contains 11306 members 
Mstep: Class 34 contains 94248 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 98096 members 
Mstep: Class 37 contains 87920 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2201 members 
Mstep: Class 40 contains 75917 members 
Mstep: Class 41 contains 4666 members 
Mstep: Class 42 contains 29283 members 
Mstep: Class 43 contains 152002 members 
Mstep: Class 44 contains 1248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418840.000000 Penalty: 28756.324219
Iteration 325Q: 45 clusters Score -8.741884e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 3615 members 
Mstep: Class 3 contains 84895 members 
Mstep: Class 4 contains 5185 members 
Mstep: Class 5 contains 76190 members 
Mstep: Class 6 contains 18377 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1665 members 
Mstep: Class 10 contains 36469 members 
Mstep: Class 11 contains 87142 members 
Mstep: Class 12 contains 21643 members 
Mstep: Class 13 contains 63629 members 
Mstep: Class 14 contains 17714 members 
Mstep: Class 15 contains 83625 members 
Mstep: Class 16 contains 2427 members 
Mstep: Class 17 contains 14713 members 
Mstep: Class 18 contains 72529 members 
Mstep: Class 19 contains 72726 members 
Mstep: Class 20 contains 124241 members 
Mstep: Class 21 contains 48031 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 40247 members 
Mstep: Class 25 contains 9383 members 
Mstep: Class 26 contains 2558 members 
Mstep: Class 27 contains 19048 members 
Mstep: Class 28 contains 6096 members 
Mstep: Class 29 contains 152913 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2972 members 
Mstep: Class 32 contains 13561 members 
Mstep: Class 33 contains 11296 members 
Mstep: Class 34 contains 94158 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 98093 members 
Mstep: Class 37 contains 87853 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2204 members 
Mstep: Class 40 contains 75625 members 
Mstep: Class 41 contains 4664 members 
Mstep: Class 42 contains 29310 members 
Mstep: Class 43 contains 152929 members 
Mstep: Class 44 contains 1317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418752.000000 Penalty: 28756.324219
Iteration 326Q: 45 clusters Score -8.741875e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 80225 members 
Mstep: Class 2 contains 3605 members 
Mstep: Class 3 contains 84801 members 
Mstep: Class 4 contains 5179 members 
Mstep: Class 5 contains 76108 members 
Mstep: Class 6 contains 18416 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1663 members 
Mstep: Class 10 contains 36633 members 
Mstep: Class 11 contains 87045 members 
Mstep: Class 12 contains 21581 members 
Mstep: Class 13 contains 63543 members 
Mstep: Class 14 contains 17766 members 
Mstep: Class 15 contains 83423 members 
Mstep: Class 16 contains 2424 members 
Mstep: Class 17 contains 14723 members 
Mstep: Class 18 contains 72417 members 
Mstep: Class 19 contains 72449 members 
Mstep: Class 20 contains 124193 members 
Mstep: Class 21 contains 48090 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 40242 members 
Mstep: Class 25 contains 9390 members 
Mstep: Class 26 contains 2549 members 
Mstep: Class 27 contains 18911 members 
Mstep: Class 28 contains 6080 members 
Mstep: Class 29 contains 152917 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2971 members 
Mstep: Class 32 contains 13587 members 
Mstep: Class 33 contains 11285 members 
Mstep: Class 34 contains 94028 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 98084 members 
Mstep: Class 37 contains 87785 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2206 members 
Mstep: Class 40 contains 75389 members 
Mstep: Class 41 contains 4665 members 
Mstep: Class 42 contains 29308 members 
Mstep: Class 43 contains 153729 members 
Mstep: Class 44 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419000.000000 Penalty: 28756.324219
Iteration 327Q: 45 clusters Score -8.7419e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 3595 members 
Mstep: Class 3 contains 84695 members 
Mstep: Class 4 contains 5170 members 
Mstep: Class 5 contains 76033 members 
Mstep: Class 6 contains 18444 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1665 members 
Mstep: Class 10 contains 36793 members 
Mstep: Class 11 contains 86917 members 
Mstep: Class 12 contains 21537 members 
Mstep: Class 13 contains 63467 members 
Mstep: Class 14 contains 17805 members 
Mstep: Class 15 contains 83221 members 
Mstep: Class 16 contains 2421 members 
Mstep: Class 17 contains 14742 members 
Mstep: Class 18 contains 72342 members 
Mstep: Class 19 contains 72201 members 
Mstep: Class 20 contains 124105 members 
Mstep: Class 21 contains 48149 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 4941 members 
Mstep: Class 24 contains 40250 members 
Mstep: Class 25 contains 9397 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 18780 members 
Mstep: Class 28 contains 6053 members 
Mstep: Class 29 contains 152925 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2972 members 
Mstep: Class 32 contains 13602 members 
Mstep: Class 33 contains 11268 members 
Mstep: Class 34 contains 93910 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 98074 members 
Mstep: Class 37 contains 87708 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2210 members 
Mstep: Class 40 contains 75199 members 
Mstep: Class 41 contains 4663 members 
Mstep: Class 42 contains 29268 members 
Mstep: Class 43 contains 154463 members 
Mstep: Class 44 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419208.000000 Penalty: 28756.324219
Iteration 328Q: 45 clusters Score -8.741921e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 3590 members 
Mstep: Class 3 contains 84594 members 
Mstep: Class 4 contains 5160 members 
Mstep: Class 5 contains 75973 members 
Mstep: Class 6 contains 18459 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1666 members 
Mstep: Class 10 contains 36939 members 
Mstep: Class 11 contains 86763 members 
Mstep: Class 12 contains 21490 members 
Mstep: Class 13 contains 63393 members 
Mstep: Class 14 contains 17836 members 
Mstep: Class 15 contains 83079 members 
Mstep: Class 16 contains 2421 members 
Mstep: Class 17 contains 14763 members 
Mstep: Class 18 contains 72266 members 
Mstep: Class 19 contains 71936 members 
Mstep: Class 20 contains 124003 members 
Mstep: Class 21 contains 48197 members 
Mstep: Class 22 contains 2586 members 
Mstep: Class 23 contains 4944 members 
Mstep: Class 24 contains 40258 members 
Mstep: Class 25 contains 9406 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 18663 members 
Mstep: Class 28 contains 6042 members 
Mstep: Class 29 contains 152974 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2969 members 
Mstep: Class 32 contains 13623 members 
Mstep: Class 33 contains 11248 members 
Mstep: Class 34 contains 93778 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 98073 members 
Mstep: Class 37 contains 87631 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2213 members 
Mstep: Class 40 contains 75030 members 
Mstep: Class 41 contains 4663 members 
Mstep: Class 42 contains 29230 members 
Mstep: Class 43 contains 155133 members 
Mstep: Class 44 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419264.000000 Penalty: 28756.324219
Iteration 329Q: 45 clusters Score -8.741926e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 3582 members 
Mstep: Class 3 contains 84473 members 
Mstep: Class 4 contains 5146 members 
Mstep: Class 5 contains 75951 members 
Mstep: Class 6 contains 18455 members 
Mstep: Class 7 contains 2330 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1665 members 
Mstep: Class 10 contains 37100 members 
Mstep: Class 11 contains 86652 members 
Mstep: Class 12 contains 21442 members 
Mstep: Class 13 contains 63322 members 
Mstep: Class 14 contains 17865 members 
Mstep: Class 15 contains 82941 members 
Mstep: Class 16 contains 2420 members 
Mstep: Class 17 contains 14779 members 
Mstep: Class 18 contains 72229 members 
Mstep: Class 19 contains 71644 members 
Mstep: Class 20 contains 123889 members 
Mstep: Class 21 contains 48240 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 4945 members 
Mstep: Class 24 contains 40257 members 
Mstep: Class 25 contains 9411 members 
Mstep: Class 26 contains 2546 members 
Mstep: Class 27 contains 18532 members 
Mstep: Class 28 contains 6032 members 
Mstep: Class 29 contains 152975 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2967 members 
Mstep: Class 32 contains 13644 members 
Mstep: Class 33 contains 11231 members 
Mstep: Class 34 contains 93665 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 98042 members 
Mstep: Class 37 contains 87541 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2216 members 
Mstep: Class 40 contains 74947 members 
Mstep: Class 41 contains 4657 members 
Mstep: Class 42 contains 29187 members 
Mstep: Class 43 contains 155737 members 
Mstep: Class 44 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419672.000000 Penalty: 28756.324219
Iteration 330Q: 45 clusters Score -8.741967e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 3577 members 
Mstep: Class 3 contains 84365 members 
Mstep: Class 4 contains 5127 members 
Mstep: Class 5 contains 75924 members 
Mstep: Class 6 contains 18427 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1665 members 
Mstep: Class 10 contains 37244 members 
Mstep: Class 11 contains 86499 members 
Mstep: Class 12 contains 21407 members 
Mstep: Class 13 contains 63268 members 
Mstep: Class 14 contains 17897 members 
Mstep: Class 15 contains 82832 members 
Mstep: Class 16 contains 2419 members 
Mstep: Class 17 contains 14797 members 
Mstep: Class 18 contains 72188 members 
Mstep: Class 19 contains 71430 members 
Mstep: Class 20 contains 123743 members 
Mstep: Class 21 contains 48255 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 4947 members 
Mstep: Class 24 contains 40259 members 
Mstep: Class 25 contains 9431 members 
Mstep: Class 26 contains 2538 members 
Mstep: Class 27 contains 18410 members 
Mstep: Class 28 contains 6022 members 
Mstep: Class 29 contains 152973 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2967 members 
Mstep: Class 32 contains 13665 members 
Mstep: Class 33 contains 11218 members 
Mstep: Class 34 contains 93582 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 98031 members 
Mstep: Class 37 contains 87451 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2217 members 
Mstep: Class 40 contains 74919 members 
Mstep: Class 41 contains 4651 members 
Mstep: Class 42 contains 29131 members 
Mstep: Class 43 contains 156252 members 
Mstep: Class 44 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419848.000000 Penalty: 28756.324219
Iteration 331Q: 45 clusters Score -8.741985e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 3564 members 
Mstep: Class 3 contains 84266 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 75899 members 
Mstep: Class 6 contains 18389 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1668 members 
Mstep: Class 10 contains 37382 members 
Mstep: Class 11 contains 86347 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 63201 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 82758 members 
Mstep: Class 16 contains 2419 members 
Mstep: Class 17 contains 14820 members 
Mstep: Class 18 contains 72191 members 
Mstep: Class 19 contains 71238 members 
Mstep: Class 20 contains 123604 members 
Mstep: Class 21 contains 48281 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 4949 members 
Mstep: Class 24 contains 40257 members 
Mstep: Class 25 contains 9442 members 
Mstep: Class 26 contains 2532 members 
Mstep: Class 27 contains 18297 members 
Mstep: Class 28 contains 6015 members 
Mstep: Class 29 contains 152968 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2966 members 
Mstep: Class 32 contains 13702 members 
Mstep: Class 33 contains 11217 members 
Mstep: Class 34 contains 93524 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 98008 members 
Mstep: Class 37 contains 87378 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2218 members 
Mstep: Class 40 contains 74883 members 
Mstep: Class 41 contains 4649 members 
Mstep: Class 42 contains 29061 members 
Mstep: Class 43 contains 156653 members 
Mstep: Class 44 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420016.000000 Penalty: 28756.324219
Iteration 332Q: 45 clusters Score -8.742002e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 3548 members 
Mstep: Class 3 contains 84152 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 75888 members 
Mstep: Class 6 contains 18337 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 37526 members 
Mstep: Class 11 contains 86218 members 
Mstep: Class 12 contains 21359 members 
Mstep: Class 13 contains 63137 members 
Mstep: Class 14 contains 17942 members 
Mstep: Class 15 contains 82687 members 
Mstep: Class 16 contains 2418 members 
Mstep: Class 17 contains 14837 members 
Mstep: Class 18 contains 72205 members 
Mstep: Class 19 contains 71059 members 
Mstep: Class 20 contains 123478 members 
Mstep: Class 21 contains 48302 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 4953 members 
Mstep: Class 24 contains 40288 members 
Mstep: Class 25 contains 9451 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 18172 members 
Mstep: Class 28 contains 6009 members 
Mstep: Class 29 contains 152976 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2965 members 
Mstep: Class 32 contains 13732 members 
Mstep: Class 33 contains 11217 members 
Mstep: Class 34 contains 93451 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97981 members 
Mstep: Class 37 contains 87322 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2217 members 
Mstep: Class 40 contains 74850 members 
Mstep: Class 41 contains 4646 members 
Mstep: Class 42 contains 28987 members 
Mstep: Class 43 contains 157002 members 
Mstep: Class 44 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420216.000000 Penalty: 28756.324219
Iteration 333Q: 45 clusters Score -8.742022e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 3531 members 
Mstep: Class 3 contains 84039 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 75890 members 
Mstep: Class 6 contains 18287 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1672 members 
Mstep: Class 10 contains 37659 members 
Mstep: Class 11 contains 86121 members 
Mstep: Class 12 contains 21325 members 
Mstep: Class 13 contains 63071 members 
Mstep: Class 14 contains 17970 members 
Mstep: Class 15 contains 82619 members 
Mstep: Class 16 contains 2419 members 
Mstep: Class 17 contains 14849 members 
Mstep: Class 18 contains 72245 members 
Mstep: Class 19 contains 70868 members 
Mstep: Class 20 contains 123376 members 
Mstep: Class 21 contains 48329 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 4962 members 
Mstep: Class 24 contains 40313 members 
Mstep: Class 25 contains 9457 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 18057 members 
Mstep: Class 28 contains 6009 members 
Mstep: Class 29 contains 152966 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2963 members 
Mstep: Class 32 contains 13760 members 
Mstep: Class 33 contains 11216 members 
Mstep: Class 34 contains 93379 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97940 members 
Mstep: Class 37 contains 87252 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2216 members 
Mstep: Class 40 contains 74853 members 
Mstep: Class 41 contains 4650 members 
Mstep: Class 42 contains 28915 members 
Mstep: Class 43 contains 157295 members 
Mstep: Class 44 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420136.000000 Penalty: 28756.324219
Iteration 334Q: 45 clusters Score -8.742014e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 3515 members 
Mstep: Class 3 contains 83914 members 
Mstep: Class 4 contains 5071 members 
Mstep: Class 5 contains 75889 members 
Mstep: Class 6 contains 18232 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1674 members 
Mstep: Class 10 contains 37775 members 
Mstep: Class 11 contains 86005 members 
Mstep: Class 12 contains 21289 members 
Mstep: Class 13 contains 63014 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 82569 members 
Mstep: Class 16 contains 2420 members 
Mstep: Class 17 contains 14867 members 
Mstep: Class 18 contains 72262 members 
Mstep: Class 19 contains 70688 members 
Mstep: Class 20 contains 123270 members 
Mstep: Class 21 contains 48350 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 4966 members 
Mstep: Class 24 contains 40330 members 
Mstep: Class 25 contains 9464 members 
Mstep: Class 26 contains 2533 members 
Mstep: Class 27 contains 17946 members 
Mstep: Class 28 contains 6009 members 
Mstep: Class 29 contains 152936 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2962 members 
Mstep: Class 32 contains 13781 members 
Mstep: Class 33 contains 11215 members 
Mstep: Class 34 contains 93318 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97920 members 
Mstep: Class 37 contains 87185 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 74885 members 
Mstep: Class 41 contains 4651 members 
Mstep: Class 42 contains 28859 members 
Mstep: Class 43 contains 157565 members 
Mstep: Class 44 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420400.000000 Penalty: 28756.324219
Iteration 335Q: 45 clusters Score -8.74204e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 3499 members 
Mstep: Class 3 contains 83759 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 75865 members 
Mstep: Class 6 contains 18183 members 
Mstep: Class 7 contains 2388 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1675 members 
Mstep: Class 10 contains 37889 members 
Mstep: Class 11 contains 85911 members 
Mstep: Class 12 contains 21246 members 
Mstep: Class 13 contains 62978 members 
Mstep: Class 14 contains 18048 members 
Mstep: Class 15 contains 82535 members 
Mstep: Class 16 contains 2422 members 
Mstep: Class 17 contains 14888 members 
Mstep: Class 18 contains 72272 members 
Mstep: Class 19 contains 70482 members 
Mstep: Class 20 contains 123167 members 
Mstep: Class 21 contains 48368 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 40351 members 
Mstep: Class 25 contains 9466 members 
Mstep: Class 26 contains 2538 members 
Mstep: Class 27 contains 17852 members 
Mstep: Class 28 contains 6011 members 
Mstep: Class 29 contains 152945 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2961 members 
Mstep: Class 32 contains 13804 members 
Mstep: Class 33 contains 11210 members 
Mstep: Class 34 contains 93265 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97909 members 
Mstep: Class 37 contains 87118 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 74937 members 
Mstep: Class 41 contains 4650 members 
Mstep: Class 42 contains 28778 members 
Mstep: Class 43 contains 157801 members 
Mstep: Class 44 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420576.000000 Penalty: 28756.324219
Iteration 336Q: 45 clusters Score -8.742058e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 3485 members 
Mstep: Class 3 contains 83585 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 75869 members 
Mstep: Class 6 contains 18142 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1677 members 
Mstep: Class 10 contains 37979 members 
Mstep: Class 11 contains 85825 members 
Mstep: Class 12 contains 21198 members 
Mstep: Class 13 contains 62923 members 
Mstep: Class 14 contains 18089 members 
Mstep: Class 15 contains 82508 members 
Mstep: Class 16 contains 2423 members 
Mstep: Class 17 contains 14911 members 
Mstep: Class 18 contains 72263 members 
Mstep: Class 19 contains 70296 members 
Mstep: Class 20 contains 123041 members 
Mstep: Class 21 contains 48386 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 40369 members 
Mstep: Class 25 contains 9467 members 
Mstep: Class 26 contains 2542 members 
Mstep: Class 27 contains 17761 members 
Mstep: Class 28 contains 6010 members 
Mstep: Class 29 contains 152946 members 
Mstep: Class 30 contains 426 members 
Mstep: Class 31 contains 2961 members 
Mstep: Class 32 contains 13827 members 
Mstep: Class 33 contains 11208 members 
Mstep: Class 34 contains 93228 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97909 members 
Mstep: Class 37 contains 87034 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75000 members 
Mstep: Class 41 contains 4647 members 
Mstep: Class 42 contains 28710 members 
Mstep: Class 43 contains 158029 members 
Mstep: Class 44 contains 1560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420376.000000 Penalty: 28756.324219
Iteration 337Q: 45 clusters Score -8.742038e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 83422 members 
Mstep: Class 4 contains 5006 members 
Mstep: Class 5 contains 75894 members 
Mstep: Class 6 contains 18104 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 442 members 
Mstep: Class 9 contains 1676 members 
Mstep: Class 10 contains 38077 members 
Mstep: Class 11 contains 85719 members 
Mstep: Class 12 contains 21159 members 
Mstep: Class 13 contains 62901 members 
Mstep: Class 14 contains 18133 members 
Mstep: Class 15 contains 82487 members 
Mstep: Class 16 contains 2421 members 
Mstep: Class 17 contains 14935 members 
Mstep: Class 18 contains 72246 members 
Mstep: Class 19 contains 70097 members 
Mstep: Class 20 contains 122926 members 
Mstep: Class 21 contains 48404 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 40376 members 
Mstep: Class 25 contains 9467 members 
Mstep: Class 26 contains 2545 members 
Mstep: Class 27 contains 17678 members 
Mstep: Class 28 contains 6005 members 
Mstep: Class 29 contains 152949 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2961 members 
Mstep: Class 32 contains 13857 members 
Mstep: Class 33 contains 11203 members 
Mstep: Class 34 contains 93193 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97885 members 
Mstep: Class 37 contains 86943 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75059 members 
Mstep: Class 41 contains 4645 members 
Mstep: Class 42 contains 28656 members 
Mstep: Class 43 contains 158220 members 
Mstep: Class 44 contains 1566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420736.000000 Penalty: 28756.324219
Iteration 338Q: 45 clusters Score -8.742074e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 3447 members 
Mstep: Class 3 contains 83256 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 75878 members 
Mstep: Class 6 contains 18048 members 
Mstep: Class 7 contains 2417 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1678 members 
Mstep: Class 10 contains 38166 members 
Mstep: Class 11 contains 85583 members 
Mstep: Class 12 contains 21123 members 
Mstep: Class 13 contains 62890 members 
Mstep: Class 14 contains 18161 members 
Mstep: Class 15 contains 82468 members 
Mstep: Class 16 contains 2421 members 
Mstep: Class 17 contains 14956 members 
Mstep: Class 18 contains 72249 members 
Mstep: Class 19 contains 69952 members 
Mstep: Class 20 contains 122802 members 
Mstep: Class 21 contains 48421 members 
Mstep: Class 22 contains 2586 members 
Mstep: Class 23 contains 4990 members 
Mstep: Class 24 contains 40409 members 
Mstep: Class 25 contains 9467 members 
Mstep: Class 26 contains 2546 members 
Mstep: Class 27 contains 17597 members 
Mstep: Class 28 contains 6001 members 
Mstep: Class 29 contains 152969 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 13878 members 
Mstep: Class 33 contains 11200 members 
Mstep: Class 34 contains 93192 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97889 members 
Mstep: Class 37 contains 86885 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75110 members 
Mstep: Class 41 contains 4647 members 
Mstep: Class 42 contains 28568 members 
Mstep: Class 43 contains 158390 members 
Mstep: Class 44 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420608.000000 Penalty: 28756.324219
Iteration 339Q: 45 clusters Score -8.742061e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 3429 members 
Mstep: Class 3 contains 83107 members 
Mstep: Class 4 contains 4967 members 
Mstep: Class 5 contains 75872 members 
Mstep: Class 6 contains 17985 members 
Mstep: Class 7 contains 2421 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1680 members 
Mstep: Class 10 contains 38231 members 
Mstep: Class 11 contains 85479 members 
Mstep: Class 12 contains 21094 members 
Mstep: Class 13 contains 62889 members 
Mstep: Class 14 contains 18184 members 
Mstep: Class 15 contains 82451 members 
Mstep: Class 16 contains 2420 members 
Mstep: Class 17 contains 14978 members 
Mstep: Class 18 contains 72279 members 
Mstep: Class 19 contains 69785 members 
Mstep: Class 20 contains 122686 members 
Mstep: Class 21 contains 48429 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 40454 members 
Mstep: Class 25 contains 9467 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 17517 members 
Mstep: Class 28 contains 5996 members 
Mstep: Class 29 contains 152966 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2958 members 
Mstep: Class 32 contains 13888 members 
Mstep: Class 33 contains 11205 members 
Mstep: Class 34 contains 93176 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97927 members 
Mstep: Class 37 contains 86833 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75149 members 
Mstep: Class 41 contains 4648 members 
Mstep: Class 42 contains 28481 members 
Mstep: Class 43 contains 158537 members 
Mstep: Class 44 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420552.000000 Penalty: 28756.324219
Iteration 340F: 45 clusters Score -8.742055e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 3 contains 82956 members 
Mstep: Class 4 contains 4951 members 
Mstep: Class 5 contains 75877 members 
Mstep: Class 6 contains 17910 members 
Mstep: Class 7 contains 2430 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1682 members 
Mstep: Class 10 contains 38300 members 
Mstep: Class 11 contains 85416 members 
Mstep: Class 12 contains 21074 members 
Mstep: Class 13 contains 62875 members 
Mstep: Class 14 contains 18215 members 
Mstep: Class 15 contains 82443 members 
Mstep: Class 16 contains 2422 members 
Mstep: Class 17 contains 15001 members 
Mstep: Class 18 contains 72308 members 
Mstep: Class 19 contains 69601 members 
Mstep: Class 20 contains 122591 members 
Mstep: Class 21 contains 48444 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 40475 members 
Mstep: Class 25 contains 9469 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 17449 members 
Mstep: Class 28 contains 5995 members 
Mstep: Class 29 contains 152940 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2957 members 
Mstep: Class 32 contains 13894 members 
Mstep: Class 33 contains 11202 members 
Mstep: Class 34 contains 93142 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97940 members 
Mstep: Class 37 contains 86777 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75180 members 
Mstep: Class 41 contains 4648 members 
Mstep: Class 42 contains 28428 members 
Mstep: Class 43 contains 158676 members 
Mstep: Class 44 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420864.000000 Penalty: 28756.324219
Iteration 341Q: 45 clusters Score -8.742086e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 3403 members 
Mstep: Class 3 contains 82771 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 75905 members 
Mstep: Class 6 contains 17849 members 
Mstep: Class 7 contains 2437 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1683 members 
Mstep: Class 10 contains 38371 members 
Mstep: Class 11 contains 85361 members 
Mstep: Class 12 contains 21049 members 
Mstep: Class 13 contains 62868 members 
Mstep: Class 14 contains 18236 members 
Mstep: Class 15 contains 82406 members 
Mstep: Class 16 contains 2422 members 
Mstep: Class 17 contains 15023 members 
Mstep: Class 18 contains 72325 members 
Mstep: Class 19 contains 69460 members 
Mstep: Class 20 contains 122495 members 
Mstep: Class 21 contains 48456 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 40510 members 
Mstep: Class 25 contains 9472 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 17387 members 
Mstep: Class 28 contains 5991 members 
Mstep: Class 29 contains 152920 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2958 members 
Mstep: Class 32 contains 13898 members 
Mstep: Class 33 contains 11196 members 
Mstep: Class 34 contains 93128 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97927 members 
Mstep: Class 37 contains 86699 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75217 members 
Mstep: Class 41 contains 4648 members 
Mstep: Class 42 contains 28354 members 
Mstep: Class 43 contains 158807 members 
Mstep: Class 44 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421112.000000 Penalty: 28756.324219
Iteration 342Q: 45 clusters Score -8.742111e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 3397 members 
Mstep: Class 3 contains 82587 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 75909 members 
Mstep: Class 6 contains 17782 members 
Mstep: Class 7 contains 2446 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1684 members 
Mstep: Class 10 contains 38451 members 
Mstep: Class 11 contains 85333 members 
Mstep: Class 12 contains 21018 members 
Mstep: Class 13 contains 62860 members 
Mstep: Class 14 contains 18253 members 
Mstep: Class 15 contains 82400 members 
Mstep: Class 16 contains 2422 members 
Mstep: Class 17 contains 15042 members 
Mstep: Class 18 contains 72361 members 
Mstep: Class 19 contains 69309 members 
Mstep: Class 20 contains 122384 members 
Mstep: Class 21 contains 48469 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 40554 members 
Mstep: Class 25 contains 9473 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 17321 members 
Mstep: Class 28 contains 5991 members 
Mstep: Class 29 contains 152904 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 13905 members 
Mstep: Class 33 contains 11190 members 
Mstep: Class 34 contains 93129 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97931 members 
Mstep: Class 37 contains 86648 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75253 members 
Mstep: Class 41 contains 4649 members 
Mstep: Class 42 contains 28276 members 
Mstep: Class 43 contains 158907 members 
Mstep: Class 44 contains 1775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420960.000000 Penalty: 28756.324219
Iteration 343Q: 45 clusters Score -8.742096e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 3390 members 
Mstep: Class 3 contains 82412 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 75954 members 
Mstep: Class 6 contains 17731 members 
Mstep: Class 7 contains 2453 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 38524 members 
Mstep: Class 11 contains 85305 members 
Mstep: Class 12 contains 20978 members 
Mstep: Class 13 contains 62845 members 
Mstep: Class 14 contains 18264 members 
Mstep: Class 15 contains 82406 members 
Mstep: Class 16 contains 2425 members 
Mstep: Class 17 contains 15062 members 
Mstep: Class 18 contains 72400 members 
Mstep: Class 19 contains 69156 members 
Mstep: Class 20 contains 122277 members 
Mstep: Class 21 contains 48479 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 5011 members 
Mstep: Class 24 contains 40602 members 
Mstep: Class 25 contains 9474 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 17263 members 
Mstep: Class 28 contains 5989 members 
Mstep: Class 29 contains 152883 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2956 members 
Mstep: Class 32 contains 13913 members 
Mstep: Class 33 contains 11188 members 
Mstep: Class 34 contains 93150 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97920 members 
Mstep: Class 37 contains 86574 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75265 members 
Mstep: Class 41 contains 4652 members 
Mstep: Class 42 contains 28193 members 
Mstep: Class 43 contains 159009 members 
Mstep: Class 44 contains 1839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421072.000000 Penalty: 28756.324219
Iteration 344Q: 45 clusters Score -8.742107e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89141 members 
Mstep: Class 2 contains 3383 members 
Mstep: Class 3 contains 82246 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 75986 members 
Mstep: Class 6 contains 17670 members 
Mstep: Class 7 contains 2461 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 38601 members 
Mstep: Class 11 contains 85256 members 
Mstep: Class 12 contains 20940 members 
Mstep: Class 13 contains 62831 members 
Mstep: Class 14 contains 18274 members 
Mstep: Class 15 contains 82409 members 
Mstep: Class 16 contains 2426 members 
Mstep: Class 17 contains 15079 members 
Mstep: Class 18 contains 72443 members 
Mstep: Class 19 contains 68960 members 
Mstep: Class 20 contains 122182 members 
Mstep: Class 21 contains 48489 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 5017 members 
Mstep: Class 24 contains 40632 members 
Mstep: Class 25 contains 9476 members 
Mstep: Class 26 contains 2545 members 
Mstep: Class 27 contains 17198 members 
Mstep: Class 28 contains 5989 members 
Mstep: Class 29 contains 152850 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2955 members 
Mstep: Class 32 contains 13924 members 
Mstep: Class 33 contains 11188 members 
Mstep: Class 34 contains 93170 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97912 members 
Mstep: Class 37 contains 86535 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75286 members 
Mstep: Class 41 contains 4652 members 
Mstep: Class 42 contains 28147 members 
Mstep: Class 43 contains 159091 members 
Mstep: Class 44 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421192.000000 Penalty: 28756.324219
Iteration 345Q: 45 clusters Score -8.742119e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 3374 members 
Mstep: Class 3 contains 82092 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 76005 members 
Mstep: Class 6 contains 17631 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1686 members 
Mstep: Class 10 contains 38693 members 
Mstep: Class 11 contains 85224 members 
Mstep: Class 12 contains 20893 members 
Mstep: Class 13 contains 62831 members 
Mstep: Class 14 contains 18281 members 
Mstep: Class 15 contains 82402 members 
Mstep: Class 16 contains 2427 members 
Mstep: Class 17 contains 15088 members 
Mstep: Class 18 contains 72479 members 
Mstep: Class 19 contains 68767 members 
Mstep: Class 20 contains 122122 members 
Mstep: Class 21 contains 48497 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5025 members 
Mstep: Class 24 contains 40656 members 
Mstep: Class 25 contains 9477 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 17126 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 152826 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 13936 members 
Mstep: Class 33 contains 11188 members 
Mstep: Class 34 contains 93194 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97900 members 
Mstep: Class 37 contains 86483 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75300 members 
Mstep: Class 41 contains 4652 members 
Mstep: Class 42 contains 28117 members 
Mstep: Class 43 contains 159150 members 
Mstep: Class 44 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421024.000000 Penalty: 28756.324219
Iteration 346Q: 45 clusters Score -8.742102e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 3363 members 
Mstep: Class 3 contains 81941 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 76015 members 
Mstep: Class 6 contains 17571 members 
Mstep: Class 7 contains 2470 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1688 members 
Mstep: Class 10 contains 38804 members 
Mstep: Class 11 contains 85184 members 
Mstep: Class 12 contains 20850 members 
Mstep: Class 13 contains 62853 members 
Mstep: Class 14 contains 18285 members 
Mstep: Class 15 contains 82399 members 
Mstep: Class 16 contains 2429 members 
Mstep: Class 17 contains 15093 members 
Mstep: Class 18 contains 72509 members 
Mstep: Class 19 contains 68594 members 
Mstep: Class 20 contains 122081 members 
Mstep: Class 21 contains 48509 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 40688 members 
Mstep: Class 25 contains 9479 members 
Mstep: Class 26 contains 2547 members 
Mstep: Class 27 contains 17044 members 
Mstep: Class 28 contains 5982 members 
Mstep: Class 29 contains 152821 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2953 members 
Mstep: Class 32 contains 13950 members 
Mstep: Class 33 contains 11187 members 
Mstep: Class 34 contains 93185 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97894 members 
Mstep: Class 37 contains 86456 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75322 members 
Mstep: Class 41 contains 4652 members 
Mstep: Class 42 contains 28073 members 
Mstep: Class 43 contains 159214 members 
Mstep: Class 44 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420800.000000 Penalty: 28756.324219
Iteration 347Q: 45 clusters Score -8.74208e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 3356 members 
Mstep: Class 3 contains 81805 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 76026 members 
Mstep: Class 6 contains 17503 members 
Mstep: Class 7 contains 2476 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 38909 members 
Mstep: Class 11 contains 85126 members 
Mstep: Class 12 contains 20816 members 
Mstep: Class 13 contains 62877 members 
Mstep: Class 14 contains 18292 members 
Mstep: Class 15 contains 82402 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 15111 members 
Mstep: Class 18 contains 72543 members 
Mstep: Class 19 contains 68412 members 
Mstep: Class 20 contains 122035 members 
Mstep: Class 21 contains 48511 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 40725 members 
Mstep: Class 25 contains 9479 members 
Mstep: Class 26 contains 2545 members 
Mstep: Class 27 contains 16958 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 152804 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 13965 members 
Mstep: Class 33 contains 11185 members 
Mstep: Class 34 contains 93185 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97896 members 
Mstep: Class 37 contains 86415 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2215 members 
Mstep: Class 40 contains 75344 members 
Mstep: Class 41 contains 4655 members 
Mstep: Class 42 contains 28034 members 
Mstep: Class 43 contains 159273 members 
Mstep: Class 44 contains 2008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420704.000000 Penalty: 28756.324219
Iteration 348Q: 45 clusters Score -8.74207e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 81673 members 
Mstep: Class 4 contains 4794 members 
Mstep: Class 5 contains 76033 members 
Mstep: Class 6 contains 17451 members 
Mstep: Class 7 contains 2480 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 39017 members 
Mstep: Class 11 contains 85082 members 
Mstep: Class 12 contains 20769 members 
Mstep: Class 13 contains 62885 members 
Mstep: Class 14 contains 18308 members 
Mstep: Class 15 contains 82407 members 
Mstep: Class 16 contains 2432 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 72576 members 
Mstep: Class 19 contains 68232 members 
Mstep: Class 20 contains 121991 members 
Mstep: Class 21 contains 48518 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 5052 members 
Mstep: Class 24 contains 40751 members 
Mstep: Class 25 contains 9481 members 
Mstep: Class 26 contains 2547 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 5973 members 
Mstep: Class 29 contains 152787 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 13984 members 
Mstep: Class 33 contains 11186 members 
Mstep: Class 34 contains 93174 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97898 members 
Mstep: Class 37 contains 86396 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2215 members 
Mstep: Class 40 contains 75366 members 
Mstep: Class 41 contains 4657 members 
Mstep: Class 42 contains 28002 members 
Mstep: Class 43 contains 159330 members 
Mstep: Class 44 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420848.000000 Penalty: 28756.324219
Iteration 349Q: 45 clusters Score -8.742085e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 3330 members 
Mstep: Class 3 contains 81536 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 76028 members 
Mstep: Class 6 contains 17400 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1697 members 
Mstep: Class 10 contains 39156 members 
Mstep: Class 11 contains 85057 members 
Mstep: Class 12 contains 20714 members 
Mstep: Class 13 contains 62885 members 
Mstep: Class 14 contains 18319 members 
Mstep: Class 15 contains 82418 members 
Mstep: Class 16 contains 2434 members 
Mstep: Class 17 contains 15132 members 
Mstep: Class 18 contains 72609 members 
Mstep: Class 19 contains 68058 members 
Mstep: Class 20 contains 121952 members 
Mstep: Class 21 contains 48528 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 40787 members 
Mstep: Class 25 contains 9482 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 16750 members 
Mstep: Class 28 contains 5967 members 
Mstep: Class 29 contains 152778 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2951 members 
Mstep: Class 32 contains 14002 members 
Mstep: Class 33 contains 11187 members 
Mstep: Class 34 contains 93161 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97889 members 
Mstep: Class 37 contains 86373 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2215 members 
Mstep: Class 40 contains 75368 members 
Mstep: Class 41 contains 4659 members 
Mstep: Class 42 contains 27962 members 
Mstep: Class 43 contains 159413 members 
Mstep: Class 44 contains 2034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420776.000000 Penalty: 28756.324219
Iteration 350Q: 45 clusters Score -8.742078e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91234 members 
Mstep: Class 2 contains 3315 members 
Mstep: Class 3 contains 81404 members 
Mstep: Class 4 contains 4782 members 
Mstep: Class 5 contains 76013 members 
Mstep: Class 6 contains 17353 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 39272 members 
Mstep: Class 11 contains 85032 members 
Mstep: Class 12 contains 20653 members 
Mstep: Class 13 contains 62898 members 
Mstep: Class 14 contains 18326 members 
Mstep: Class 15 contains 82422 members 
Mstep: Class 16 contains 2436 members 
Mstep: Class 17 contains 15135 members 
Mstep: Class 18 contains 72659 members 
Mstep: Class 19 contains 67923 members 
Mstep: Class 20 contains 121905 members 
Mstep: Class 21 contains 48541 members 
Mstep: Class 22 contains 2569 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 40808 members 
Mstep: Class 25 contains 9483 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 16649 members 
Mstep: Class 28 contains 5961 members 
Mstep: Class 29 contains 152778 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2951 members 
Mstep: Class 32 contains 14028 members 
Mstep: Class 33 contains 11193 members 
Mstep: Class 34 contains 93152 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97873 members 
Mstep: Class 37 contains 86357 members 
Mstep: Class 38 contains 508 members 
Mstep: Class 39 contains 2215 members 
Mstep: Class 40 contains 75364 members 
Mstep: Class 41 contains 4659 members 
Mstep: Class 42 contains 27933 members 
Mstep: Class 43 contains 159493 members 
Mstep: Class 44 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420848.000000 Penalty: 28756.324219
Iteration 351Q: 45 clusters Score -8.742085e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 3302 members 
Mstep: Class 3 contains 81291 members 
Mstep: Class 4 contains 4776 members 
Mstep: Class 5 contains 76026 members 
Mstep: Class 6 contains 17308 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1706 members 
Mstep: Class 10 contains 39384 members 
Mstep: Class 11 contains 85011 members 
Mstep: Class 12 contains 20585 members 
Mstep: Class 13 contains 62909 members 
Mstep: Class 14 contains 18336 members 
Mstep: Class 15 contains 82426 members 
Mstep: Class 16 contains 2437 members 
Mstep: Class 17 contains 15136 members 
Mstep: Class 18 contains 72683 members 
Mstep: Class 19 contains 67799 members 
Mstep: Class 20 contains 121853 members 
Mstep: Class 21 contains 48555 members 
Mstep: Class 22 contains 2559 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 40822 members 
Mstep: Class 25 contains 9485 members 
Mstep: Class 26 contains 2545 members 
Mstep: Class 27 contains 16560 members 
Mstep: Class 28 contains 5956 members 
Mstep: Class 29 contains 152768 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2953 members 
Mstep: Class 32 contains 14051 members 
Mstep: Class 33 contains 11197 members 
Mstep: Class 34 contains 93156 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97853 members 
Mstep: Class 37 contains 86331 members 
Mstep: Class 38 contains 509 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75377 members 
Mstep: Class 41 contains 4659 members 
Mstep: Class 42 contains 27920 members 
Mstep: Class 43 contains 159577 members 
Mstep: Class 44 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420952.000000 Penalty: 28756.324219
Iteration 352Q: 45 clusters Score -8.742095e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 3293 members 
Mstep: Class 3 contains 81161 members 
Mstep: Class 4 contains 4771 members 
Mstep: Class 5 contains 76036 members 
Mstep: Class 6 contains 17260 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1708 members 
Mstep: Class 10 contains 39483 members 
Mstep: Class 11 contains 85018 members 
Mstep: Class 12 contains 20517 members 
Mstep: Class 13 contains 62917 members 
Mstep: Class 14 contains 18344 members 
Mstep: Class 15 contains 82442 members 
Mstep: Class 16 contains 2439 members 
Mstep: Class 17 contains 15135 members 
Mstep: Class 18 contains 72711 members 
Mstep: Class 19 contains 67654 members 
Mstep: Class 20 contains 121809 members 
Mstep: Class 21 contains 48564 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 40840 members 
Mstep: Class 25 contains 9486 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 16472 members 
Mstep: Class 28 contains 5955 members 
Mstep: Class 29 contains 152751 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 14070 members 
Mstep: Class 33 contains 11200 members 
Mstep: Class 34 contains 93160 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97843 members 
Mstep: Class 37 contains 86301 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75382 members 
Mstep: Class 41 contains 4659 members 
Mstep: Class 42 contains 27905 members 
Mstep: Class 43 contains 159661 members 
Mstep: Class 44 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421128.000000 Penalty: 28756.324219
Iteration 353Q: 45 clusters Score -8.742113e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92027 members 
Mstep: Class 2 contains 3283 members 
Mstep: Class 3 contains 81027 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 76055 members 
Mstep: Class 6 contains 17185 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 39580 members 
Mstep: Class 11 contains 85030 members 
Mstep: Class 12 contains 20453 members 
Mstep: Class 13 contains 62923 members 
Mstep: Class 14 contains 18347 members 
Mstep: Class 15 contains 82460 members 
Mstep: Class 16 contains 2444 members 
Mstep: Class 17 contains 15132 members 
Mstep: Class 18 contains 72734 members 
Mstep: Class 19 contains 67538 members 
Mstep: Class 20 contains 121767 members 
Mstep: Class 21 contains 48571 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 5061 members 
Mstep: Class 24 contains 40873 members 
Mstep: Class 25 contains 9486 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 16392 members 
Mstep: Class 28 contains 5956 members 
Mstep: Class 29 contains 152753 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 14087 members 
Mstep: Class 33 contains 11200 members 
Mstep: Class 34 contains 93157 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97835 members 
Mstep: Class 37 contains 86271 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75385 members 
Mstep: Class 41 contains 4659 members 
Mstep: Class 42 contains 27886 members 
Mstep: Class 43 contains 159773 members 
Mstep: Class 44 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421080.000000 Penalty: 28756.324219
Iteration 354Q: 45 clusters Score -8.742108e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 80893 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 76082 members 
Mstep: Class 6 contains 17094 members 
Mstep: Class 7 contains 2498 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 39712 members 
Mstep: Class 11 contains 85043 members 
Mstep: Class 12 contains 20392 members 
Mstep: Class 13 contains 62931 members 
Mstep: Class 14 contains 18349 members 
Mstep: Class 15 contains 82471 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 15131 members 
Mstep: Class 18 contains 72778 members 
Mstep: Class 19 contains 67413 members 
Mstep: Class 20 contains 121723 members 
Mstep: Class 21 contains 48581 members 
Mstep: Class 22 contains 2543 members 
Mstep: Class 23 contains 5063 members 
Mstep: Class 24 contains 40900 members 
Mstep: Class 25 contains 9486 members 
Mstep: Class 26 contains 2551 members 
Mstep: Class 27 contains 16307 members 
Mstep: Class 28 contains 5952 members 
Mstep: Class 29 contains 152745 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2953 members 
Mstep: Class 32 contains 14101 members 
Mstep: Class 33 contains 11197 members 
Mstep: Class 34 contains 93171 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97799 members 
Mstep: Class 37 contains 86231 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75379 members 
Mstep: Class 41 contains 4659 members 
Mstep: Class 42 contains 27871 members 
Mstep: Class 43 contains 159891 members 
Mstep: Class 44 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420968.000000 Penalty: 28756.324219
Iteration 355Q: 45 clusters Score -8.742097e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 80781 members 
Mstep: Class 4 contains 4757 members 
Mstep: Class 5 contains 76106 members 
Mstep: Class 6 contains 16982 members 
Mstep: Class 7 contains 2501 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 39833 members 
Mstep: Class 11 contains 85035 members 
Mstep: Class 12 contains 20337 members 
Mstep: Class 13 contains 62944 members 
Mstep: Class 14 contains 18352 members 
Mstep: Class 15 contains 82480 members 
Mstep: Class 16 contains 2443 members 
Mstep: Class 17 contains 15136 members 
Mstep: Class 18 contains 72815 members 
Mstep: Class 19 contains 67281 members 
Mstep: Class 20 contains 121729 members 
Mstep: Class 21 contains 48588 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 40926 members 
Mstep: Class 25 contains 9486 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 16213 members 
Mstep: Class 28 contains 5945 members 
Mstep: Class 29 contains 152719 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 14108 members 
Mstep: Class 33 contains 11197 members 
Mstep: Class 34 contains 93160 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97795 members 
Mstep: Class 37 contains 86188 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75389 members 
Mstep: Class 41 contains 4659 members 
Mstep: Class 42 contains 27844 members 
Mstep: Class 43 contains 160021 members 
Mstep: Class 44 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420864.000000 Penalty: 28756.324219
Iteration 356Q: 45 clusters Score -8.742086e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92719 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 80667 members 
Mstep: Class 4 contains 4751 members 
Mstep: Class 5 contains 76139 members 
Mstep: Class 6 contains 16858 members 
Mstep: Class 7 contains 2503 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 39965 members 
Mstep: Class 11 contains 85033 members 
Mstep: Class 12 contains 20273 members 
Mstep: Class 13 contains 62945 members 
Mstep: Class 14 contains 18358 members 
Mstep: Class 15 contains 82482 members 
Mstep: Class 16 contains 2442 members 
Mstep: Class 17 contains 15152 members 
Mstep: Class 18 contains 72862 members 
Mstep: Class 19 contains 67157 members 
Mstep: Class 20 contains 121745 members 
Mstep: Class 21 contains 48587 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 40949 members 
Mstep: Class 25 contains 9487 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 16111 members 
Mstep: Class 28 contains 5942 members 
Mstep: Class 29 contains 152696 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 14121 members 
Mstep: Class 33 contains 11195 members 
Mstep: Class 34 contains 93146 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97766 members 
Mstep: Class 37 contains 86155 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75410 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27811 members 
Mstep: Class 43 contains 160174 members 
Mstep: Class 44 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420912.000000 Penalty: 28756.324219
Iteration 357Q: 45 clusters Score -8.742091e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92913 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 80537 members 
Mstep: Class 4 contains 4732 members 
Mstep: Class 5 contains 76175 members 
Mstep: Class 6 contains 16767 members 
Mstep: Class 7 contains 2506 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 40091 members 
Mstep: Class 11 contains 85036 members 
Mstep: Class 12 contains 20197 members 
Mstep: Class 13 contains 62958 members 
Mstep: Class 14 contains 18367 members 
Mstep: Class 15 contains 82473 members 
Mstep: Class 16 contains 2441 members 
Mstep: Class 17 contains 15165 members 
Mstep: Class 18 contains 72905 members 
Mstep: Class 19 contains 67059 members 
Mstep: Class 20 contains 121780 members 
Mstep: Class 21 contains 48590 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 40987 members 
Mstep: Class 25 contains 9487 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 16013 members 
Mstep: Class 28 contains 5943 members 
Mstep: Class 29 contains 152678 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2949 members 
Mstep: Class 32 contains 14129 members 
Mstep: Class 33 contains 11197 members 
Mstep: Class 34 contains 93104 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 97744 members 
Mstep: Class 37 contains 86120 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75440 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27778 members 
Mstep: Class 43 contains 160288 members 
Mstep: Class 44 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420832.000000 Penalty: 28756.324219
Iteration 358Q: 45 clusters Score -8.742083e+07 nChanged 1724
Entering ConstructFrom: 
Score: -87420832.000000 Penalty: 28756.324219
Entering ConstructFrom: 
Trying to split cluster 1 (93108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Entering Unmasked Estep 
Score: -5086511.000000 Penalty: 520.588928
	Iteration 0F: 2 clusters Score -5086511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -5024699.000000 Penalty: 1041.177856
	Iteration 0F: 3 clusters Score -5024699 nChanged 45518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -5052379.000000 Penalty: 1041.177856
	Iteration 1F: 3 clusters Score -5052379 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -5053625.000000 Penalty: 1041.177856
	Iteration 2Q: 3 clusters Score -5053625 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -5055509.500000 Penalty: 1041.177856
	Iteration 3F: 3 clusters Score -5055510 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
Score: -5058776.000000 Penalty: 1041.177856
	Iteration 4F: 3 clusters Score -5058776 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 68272 members 
Entering Unmasked Estep 
Score: -5063936.500000 Penalty: 1041.177856
	Iteration 5F: 3 clusters Score -5063936 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 75517 members 
Entering Unmasked Estep 
Score: -5070915.000000 Penalty: 1041.177856
	Iteration 6F: 3 clusters Score -5070915 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -5077695.500000 Penalty: 1041.177856
	Iteration 7F: 3 clusters Score -5077696 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -5082091.500000 Penalty: 1041.177856
	Iteration 8Q: 3 clusters Score -5082092 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 86914 members 
Entering Unmasked Estep 
Score: -5083788.500000 Penalty: 1041.177856
	Iteration 9Q: 3 clusters Score -5083788 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -5084397.500000 Penalty: 1041.177856
	Iteration 10Q: 3 clusters Score -5084398 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -5084725.000000 Penalty: 1041.177856
	Iteration 11Q: 3 clusters Score -5084725 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -5084922.500000 Penalty: 1041.177856
	Iteration 12Q: 3 clusters Score -5084922 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 89356 members 
Entering Unmasked Estep 
Score: -5085076.500000 Penalty: 1041.177856
	Iteration 13Q: 3 clusters Score -5085076 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -5085197.000000 Penalty: 1041.177856
	Iteration 14Q: 3 clusters Score -5085197 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -5085296.500000 Penalty: 1041.177856
	Iteration 15Q: 3 clusters Score -5085296 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -5085366.500000 Penalty: 1041.177856
	Iteration 16Q: 3 clusters Score -5085366 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -5085433.500000 Penalty: 1041.177856
	Iteration 17Q: 3 clusters Score -5085434 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -5085501.500000 Penalty: 1041.177856
	Iteration 18Q: 3 clusters Score -5085502 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -5085576.500000 Penalty: 1041.177856
	Iteration 19Q: 3 clusters Score -5085576 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -5085643.000000 Penalty: 1041.177856
	Iteration 20F: 3 clusters Score -5085643 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -5085688.000000 Penalty: 1041.177856
	Iteration 21Q: 3 clusters Score -5085688 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 91471 members 
Entering Unmasked Estep 
Score: -5085753.500000 Penalty: 1041.177856
	Iteration 22Q: 3 clusters Score -5085754 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 91620 members 
Entering Unmasked Estep 
Score: -5085815.000000 Penalty: 1041.177856
	Iteration 23Q: 3 clusters Score -5085815 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -5085830.500000 Penalty: 1041.177856
	Iteration 24Q: 3 clusters Score -5085830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 91854 members 
Entering Unmasked Estep 
Score: -5085865.000000 Penalty: 1041.177856
	Iteration 25Q: 3 clusters Score -5085865 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 91956 members 
Entering Unmasked Estep 
Score: -5085905.500000 Penalty: 1041.177856
	Iteration 26Q: 3 clusters Score -5085906 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 92047 members 
Entering Unmasked Estep 
Score: -5085946.500000 Penalty: 1041.177856
	Iteration 27Q: 3 clusters Score -5085946 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 92124 members 
Entering Unmasked Estep 
Score: -5085967.000000 Penalty: 1041.177856
	Iteration 28Q: 3 clusters Score -5085967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -5085989.500000 Penalty: 1041.177856
	Iteration 29Q: 3 clusters Score -5085990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
Score: -5086004.500000 Penalty: 1041.177856
	Iteration 30Q: 3 clusters Score -5086004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 92296 members 
Entering Unmasked Estep 
Score: -5086039.500000 Penalty: 1041.177856
	Iteration 31Q: 3 clusters Score -5086040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -5086062.000000 Penalty: 1041.177856
	Iteration 32Q: 3 clusters Score -5086062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 92399 members 
Entering Unmasked Estep 
Score: -5086067.000000 Penalty: 1041.177856
	Iteration 33Q: 3 clusters Score -5086067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
Score: -5086081.000000 Penalty: 1041.177856
	Iteration 34Q: 3 clusters Score -5086081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 92474 members 
Entering Unmasked Estep 
Score: -5086079.000000 Penalty: 1041.177856
	Iteration 35Q: 3 clusters Score -5086079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 92501 members 
Entering Unmasked Estep 
Score: -5086097.000000 Penalty: 1041.177856
	Iteration 36Q: 3 clusters Score -5086097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 92530 members 
Entering Unmasked Estep 
Score: -5086098.500000 Penalty: 1041.177856
	Iteration 37Q: 3 clusters Score -5086098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 92548 members 
Entering Unmasked Estep 
Score: -5086108.500000 Penalty: 1041.177856
	Iteration 38Q: 3 clusters Score -5086108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -5086116.000000 Penalty: 1041.177856
	Iteration 39Q: 3 clusters Score -5086116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 92565 members 
Entering Unmasked Estep 
Score: -5086120.500000 Penalty: 1041.177856
	Iteration 40F: 3 clusters Score -5086120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 92575 members 
Entering Unmasked Estep 
Score: -5086124.000000 Penalty: 1041.177856
	Iteration 41Q: 3 clusters Score -5086124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 92583 members 
Entering Unmasked Estep 
Score: -5086129.000000 Penalty: 1041.177856
	Iteration 42Q: 3 clusters Score -5086129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 92595 members 
Entering Unmasked Estep 
Score: -5086130.500000 Penalty: 1041.177856
	Iteration 43Q: 3 clusters Score -5086130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -5086136.000000 Penalty: 1041.177856
	Iteration 44Q: 3 clusters Score -5086136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -5086142.000000 Penalty: 1041.177856
	Iteration 45Q: 3 clusters Score -5086142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 92621 members 
Entering Unmasked Estep 
Score: -5086135.500000 Penalty: 1041.177856
	Iteration 46Q: 3 clusters Score -5086136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -5086144.500000 Penalty: 1041.177856
	Iteration 47Q: 3 clusters Score -5086144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -5086145.500000 Penalty: 1041.177856
	Iteration 48Q: 3 clusters Score -5086146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 92633 members 
Entering Unmasked Estep 
Score: -5086147.000000 Penalty: 1041.177856
	Iteration 49Q: 3 clusters Score -5086147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -5086152.500000 Penalty: 1041.177856
	Iteration 50Q: 3 clusters Score -5086152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 92656 members 
Entering Unmasked Estep 
Score: -5086152.500000 Penalty: 1041.177856
	Iteration 51Q: 3 clusters Score -5086152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -5086156.500000 Penalty: 1041.177856
	Iteration 52Q: 3 clusters Score -5086156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
Score: -5086157.500000 Penalty: 1041.177856
	Iteration 53Q: 3 clusters Score -5086158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -5086163.000000 Penalty: 1041.177856
	Iteration 54Q: 3 clusters Score -5086163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -5086167.000000 Penalty: 1041.177856
	Iteration 55Q: 3 clusters Score -5086167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -5086171.000000 Penalty: 1041.177856
	Iteration 56Q: 3 clusters Score -5086171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 92701 members 
Entering Unmasked Estep 
Score: -5086171.000000 Penalty: 1041.177856
	Iteration 57Q: 3 clusters Score -5086171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 92706 members 
Entering Unmasked Estep 
Score: -5086170.000000 Penalty: 1041.177856
	Iteration 58Q: 3 clusters Score -5086170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -5086171.000000 Penalty: 1041.177856
	Iteration 59Q: 3 clusters Score -5086171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -5086172.000000 Penalty: 1041.177856
	Iteration 60F: 3 clusters Score -5086172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Entering Unmasked Estep 
Score: -179281.781250 Penalty: 367.833557
	Iteration 0F: 2 clusters Score -179281.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -177021.140625 Penalty: 735.667114
	Iteration 0F: 3 clusters Score -177021.1 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -177786.531250 Penalty: 735.667114
	Iteration 1F: 3 clusters Score -177786.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -177906.453125 Penalty: 735.667114
	Iteration 2F: 3 clusters Score -177906.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -178021.937500 Penalty: 735.667114
	Iteration 3F: 3 clusters Score -178021.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -178148.531250 Penalty: 735.667114
	Iteration 4F: 3 clusters Score -178148.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -178294.468750 Penalty: 735.667114
	Iteration 5F: 3 clusters Score -178294.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -178469.328125 Penalty: 735.667114
	Iteration 6F: 3 clusters Score -178469.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -178632.546875 Penalty: 735.667114
	Iteration 7F: 3 clusters Score -178632.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -178767.875000 Penalty: 735.667114
	Iteration 8Q: 3 clusters Score -178767.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -178857.890625 Penalty: 735.667114
	Iteration 9Q: 3 clusters Score -178857.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -178892.828125 Penalty: 735.667114
	Iteration 10Q: 3 clusters Score -178892.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -178916.468750 Penalty: 735.667114
	Iteration 11Q: 3 clusters Score -178916.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -178937.171875 Penalty: 735.667114
	Iteration 12Q: 3 clusters Score -178937.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -178949.562500 Penalty: 735.667114
	Iteration 13Q: 3 clusters Score -178949.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -178956.093750 Penalty: 735.667114
	Iteration 14Q: 3 clusters Score -178956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -178958.437500 Penalty: 735.667114
	Iteration 15Q: 3 clusters Score -178958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -178962.718750 Penalty: 735.667114
	Iteration 16Q: 3 clusters Score -178962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -178969.375000 Penalty: 735.667114
	Iteration 17Q: 3 clusters Score -178969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -178974.656250 Penalty: 735.667114
	Iteration 18Q: 3 clusters Score -178974.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -178977.296875 Penalty: 735.667114
	Iteration 19Q: 3 clusters Score -178977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -178979.515625 Penalty: 735.667114
	Iteration 20F: 3 clusters Score -178979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -178982.468750 Penalty: 735.667114
	Iteration 21Q: 3 clusters Score -178982.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -178983.562500 Penalty: 735.667114
	Iteration 22Q: 3 clusters Score -178983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -178983.562500 Penalty: 735.667114
	Iteration 23F: 3 clusters Score -178983.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (80406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Entering Unmasked Estep 
Score: -4426756.500000 Penalty: 513.915405
	Iteration 0F: 2 clusters Score -4426756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -4372783.500000 Penalty: 1027.830811
	Iteration 0F: 3 clusters Score -4372784 nChanged 39120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -4395902.500000 Penalty: 1027.830811
	Iteration 1F: 3 clusters Score -4395902 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -4396505.500000 Penalty: 1027.830811
	Iteration 2Q: 3 clusters Score -4396506 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -4397451.000000 Penalty: 1027.830811
	Iteration 3Q: 3 clusters Score -4397451 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -4398786.000000 Penalty: 1027.830811
	Iteration 4Q: 3 clusters Score -4398786 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -4400866.000000 Penalty: 1027.830811
	Iteration 5Q: 3 clusters Score -4400866 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -4404238.500000 Penalty: 1027.830811
	Iteration 6F: 3 clusters Score -4404238 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -4409008.500000 Penalty: 1027.830811
	Iteration 7F: 3 clusters Score -4409008 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4412666.500000 Penalty: 1027.830811
	Iteration 8F: 3 clusters Score -4412666 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -4414033.000000 Penalty: 1027.830811
	Iteration 9Q: 3 clusters Score -4414033 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -4414564.500000 Penalty: 1027.830811
	Iteration 10Q: 3 clusters Score -4414564 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -4414991.500000 Penalty: 1027.830811
	Iteration 11Q: 3 clusters Score -4414992 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -4415446.500000 Penalty: 1027.830811
	Iteration 12Q: 3 clusters Score -4415446 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -4415893.000000 Penalty: 1027.830811
	Iteration 13Q: 3 clusters Score -4415893 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -4416396.500000 Penalty: 1027.830811
	Iteration 14Q: 3 clusters Score -4416396 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4416916.000000 Penalty: 1027.830811
	Iteration 15Q: 3 clusters Score -4416916 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4417437.000000 Penalty: 1027.830811
	Iteration 16Q: 3 clusters Score -4417437 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -4417998.500000 Penalty: 1027.830811
	Iteration 17Q: 3 clusters Score -4417998 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -4418577.000000 Penalty: 1027.830811
	Iteration 18Q: 3 clusters Score -4418577 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -4419152.500000 Penalty: 1027.830811
	Iteration 19Q: 3 clusters Score -4419152 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48406 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -4419686.000000 Penalty: 1027.830811
	Iteration 20F: 3 clusters Score -4419686 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -4420113.000000 Penalty: 1027.830811
	Iteration 21Q: 3 clusters Score -4420113 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4420438.500000 Penalty: 1027.830811
	Iteration 22Q: 3 clusters Score -4420438 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -4420706.000000 Penalty: 1027.830811
	Iteration 23Q: 3 clusters Score -4420706 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4420943.000000 Penalty: 1027.830811
	Iteration 24Q: 3 clusters Score -4420943 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -4421114.500000 Penalty: 1027.830811
	Iteration 25Q: 3 clusters Score -4421114 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -4421250.000000 Penalty: 1027.830811
	Iteration 26Q: 3 clusters Score -4421250 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -4421336.500000 Penalty: 1027.830811
	Iteration 27Q: 3 clusters Score -4421336 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4421416.500000 Penalty: 1027.830811
	Iteration 28Q: 3 clusters Score -4421416 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -4421481.500000 Penalty: 1027.830811
	Iteration 29Q: 3 clusters Score -4421482 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -4421533.500000 Penalty: 1027.830811
	Iteration 30Q: 3 clusters Score -4421534 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -4421578.000000 Penalty: 1027.830811
	Iteration 31Q: 3 clusters Score -4421578 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4421633.500000 Penalty: 1027.830811
	Iteration 32Q: 3 clusters Score -4421634 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -4421667.500000 Penalty: 1027.830811
	Iteration 33Q: 3 clusters Score -4421668 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -4421743.500000 Penalty: 1027.830811
	Iteration 34Q: 3 clusters Score -4421744 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -4421786.000000 Penalty: 1027.830811
	Iteration 35Q: 3 clusters Score -4421786 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -4421851.500000 Penalty: 1027.830811
	Iteration 36Q: 3 clusters Score -4421852 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -4421898.000000 Penalty: 1027.830811
	Iteration 37Q: 3 clusters Score -4421898 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4421942.000000 Penalty: 1027.830811
	Iteration 38Q: 3 clusters Score -4421942 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -4422015.000000 Penalty: 1027.830811
	Iteration 39Q: 3 clusters Score -4422015 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -4422091.000000 Penalty: 1027.830811
	Iteration 40F: 3 clusters Score -4422091 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4422152.500000 Penalty: 1027.830811
	Iteration 41Q: 3 clusters Score -4422152 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4422207.500000 Penalty: 1027.830811
	Iteration 42Q: 3 clusters Score -4422208 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -4422239.500000 Penalty: 1027.830811
	Iteration 43Q: 3 clusters Score -4422240 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -4422296.500000 Penalty: 1027.830811
	Iteration 44Q: 3 clusters Score -4422296 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -4422353.000000 Penalty: 1027.830811
	Iteration 45Q: 3 clusters Score -4422353 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4422411.500000 Penalty: 1027.830811
	Iteration 46Q: 3 clusters Score -4422412 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -4422467.500000 Penalty: 1027.830811
	Iteration 47Q: 3 clusters Score -4422468 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4422532.000000 Penalty: 1027.830811
	Iteration 48Q: 3 clusters Score -4422532 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -4422614.000000 Penalty: 1027.830811
	Iteration 49Q: 3 clusters Score -4422614 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60342 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4422690.000000 Penalty: 1027.830811
	Iteration 50Q: 3 clusters Score -4422690 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -4422775.500000 Penalty: 1027.830811
	Iteration 51Q: 3 clusters Score -4422776 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4422855.500000 Penalty: 1027.830811
	Iteration 52Q: 3 clusters Score -4422856 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -4422947.000000 Penalty: 1027.830811
	Iteration 53Q: 3 clusters Score -4422947 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4423027.000000 Penalty: 1027.830811
	Iteration 54Q: 3 clusters Score -4423027 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -4423059.500000 Penalty: 1027.830811
	Iteration 55Q: 3 clusters Score -4423060 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -4423114.500000 Penalty: 1027.830811
	Iteration 56Q: 3 clusters Score -4423114 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4423173.500000 Penalty: 1027.830811
	Iteration 57Q: 3 clusters Score -4423174 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4423228.000000 Penalty: 1027.830811
	Iteration 58Q: 3 clusters Score -4423228 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -4423272.000000 Penalty: 1027.830811
	Iteration 59Q: 3 clusters Score -4423272 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4423327.500000 Penalty: 1027.830811
	Iteration 60F: 3 clusters Score -4423328 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64900 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -4423360.000000 Penalty: 1027.830811
	Iteration 61Q: 3 clusters Score -4423360 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4423436.000000 Penalty: 1027.830811
	Iteration 62Q: 3 clusters Score -4423436 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4423482.500000 Penalty: 1027.830811
	Iteration 63Q: 3 clusters Score -4423482 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4423528.500000 Penalty: 1027.830811
	Iteration 64Q: 3 clusters Score -4423528 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -4423583.000000 Penalty: 1027.830811
	Iteration 65Q: 3 clusters Score -4423583 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -4423647.000000 Penalty: 1027.830811
	Iteration 66Q: 3 clusters Score -4423647 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4423698.000000 Penalty: 1027.830811
	Iteration 67Q: 3 clusters Score -4423698 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4423746.500000 Penalty: 1027.830811
	Iteration 68Q: 3 clusters Score -4423746 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -4423812.000000 Penalty: 1027.830811
	Iteration 69Q: 3 clusters Score -4423812 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -4423883.500000 Penalty: 1027.830811
	Iteration 70Q: 3 clusters Score -4423884 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -4423934.000000 Penalty: 1027.830811
	Iteration 71Q: 3 clusters Score -4423934 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -4424003.000000 Penalty: 1027.830811
	Iteration 72Q: 3 clusters Score -4424003 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -4424074.500000 Penalty: 1027.830811
	Iteration 73Q: 3 clusters Score -4424074 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -4424145.500000 Penalty: 1027.830811
	Iteration 74Q: 3 clusters Score -4424146 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -4424218.500000 Penalty: 1027.830811
	Iteration 75Q: 3 clusters Score -4424218 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70525 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4424304.500000 Penalty: 1027.830811
	Iteration 76Q: 3 clusters Score -4424304 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4424374.500000 Penalty: 1027.830811
	Iteration 77Q: 3 clusters Score -4424374 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71243 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -4424454.000000 Penalty: 1027.830811
	Iteration 78Q: 3 clusters Score -4424454 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -4424502.500000 Penalty: 1027.830811
	Iteration 79Q: 3 clusters Score -4424502 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -4424560.500000 Penalty: 1027.830811
	Iteration 80F: 3 clusters Score -4424560 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4424644.500000 Penalty: 1027.830811
	Iteration 81Q: 3 clusters Score -4424644 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -4424708.000000 Penalty: 1027.830811
	Iteration 82Q: 3 clusters Score -4424708 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -4424801.000000 Penalty: 1027.830811
	Iteration 83Q: 3 clusters Score -4424801 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4424899.500000 Penalty: 1027.830811
	Iteration 84Q: 3 clusters Score -4424900 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -4424971.500000 Penalty: 1027.830811
	Iteration 85Q: 3 clusters Score -4424972 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74186 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -4425035.500000 Penalty: 1027.830811
	Iteration 86Q: 3 clusters Score -4425036 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4425137.000000 Penalty: 1027.830811
	Iteration 87Q: 3 clusters Score -4425137 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -4425212.500000 Penalty: 1027.830811
	Iteration 88Q: 3 clusters Score -4425212 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4425296.500000 Penalty: 1027.830811
	Iteration 89Q: 3 clusters Score -4425296 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4425355.500000 Penalty: 1027.830811
	Iteration 90Q: 3 clusters Score -4425356 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -4425429.000000 Penalty: 1027.830811
	Iteration 91Q: 3 clusters Score -4425429 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4425496.500000 Penalty: 1027.830811
	Iteration 92Q: 3 clusters Score -4425496 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4425562.500000 Penalty: 1027.830811
	Iteration 93Q: 3 clusters Score -4425562 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76663 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4425628.000000 Penalty: 1027.830811
	Iteration 94Q: 3 clusters Score -4425628 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -4425690.500000 Penalty: 1027.830811
	Iteration 95Q: 3 clusters Score -4425690 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4425744.500000 Penalty: 1027.830811
	Iteration 96Q: 3 clusters Score -4425744 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4425812.500000 Penalty: 1027.830811
	Iteration 97Q: 3 clusters Score -4425812 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77692 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4425864.500000 Penalty: 1027.830811
	Iteration 98Q: 3 clusters Score -4425864 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4425931.500000 Penalty: 1027.830811
	Iteration 99Q: 3 clusters Score -4425932 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4426000.500000 Penalty: 1027.830811
	Iteration 100F: 3 clusters Score -4426000 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4426081.500000 Penalty: 1027.830811
	Iteration 101Q: 3 clusters Score -4426082 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4426132.000000 Penalty: 1027.830811
	Iteration 102Q: 3 clusters Score -4426132 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4426161.500000 Penalty: 1027.830811
	Iteration 103Q: 3 clusters Score -4426162 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4426191.500000 Penalty: 1027.830811
	Iteration 104Q: 3 clusters Score -4426192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4426227.000000 Penalty: 1027.830811
	Iteration 105Q: 3 clusters Score -4426227 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4426257.000000 Penalty: 1027.830811
	Iteration 106Q: 3 clusters Score -4426257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4426278.000000 Penalty: 1027.830811
	Iteration 107Q: 3 clusters Score -4426278 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4426305.500000 Penalty: 1027.830811
	Iteration 108Q: 3 clusters Score -4426306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4426326.500000 Penalty: 1027.830811
	Iteration 109Q: 3 clusters Score -4426326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4426343.000000 Penalty: 1027.830811
	Iteration 110Q: 3 clusters Score -4426343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4426350.500000 Penalty: 1027.830811
	Iteration 111Q: 3 clusters Score -4426350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4426359.500000 Penalty: 1027.830811
	Iteration 112Q: 3 clusters Score -4426360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4426372.500000 Penalty: 1027.830811
	Iteration 113Q: 3 clusters Score -4426372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4426378.500000 Penalty: 1027.830811
	Iteration 114Q: 3 clusters Score -4426378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4426387.000000 Penalty: 1027.830811
	Iteration 115Q: 3 clusters Score -4426387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4426387.000000 Penalty: 1027.830811
	Iteration 116Q: 3 clusters Score -4426387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4426386.000000 Penalty: 1027.830811
	Iteration 117Q: 3 clusters Score -4426386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4426394.000000 Penalty: 1027.830811
	Iteration 118Q: 3 clusters Score -4426394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4426398.000000 Penalty: 1027.830811
	Iteration 119Q: 3 clusters Score -4426398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4426398.500000 Penalty: 1027.830811
	Iteration 120F: 3 clusters Score -4426398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79716 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4426400.000000 Penalty: 1027.830811
	Iteration 121Q: 3 clusters Score -4426400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4426396.000000 Penalty: 1027.830811
	Iteration 122Q: 3 clusters Score -4426396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4426399.500000 Penalty: 1027.830811
	Iteration 123Q: 3 clusters Score -4426400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4426399.500000 Penalty: 1027.830811
	Iteration 124Q: 3 clusters Score -4426400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79737 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4426400.000000 Penalty: 1027.830811
	Iteration 125Q: 3 clusters Score -4426400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4426399.500000 Penalty: 1027.830811
	Iteration 126Q: 3 clusters Score -4426400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4426395.000000 Penalty: 1027.830811
	Iteration 127Q: 3 clusters Score -4426395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4426393.000000 Penalty: 1027.830811
	Iteration 128Q: 3 clusters Score -4426393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79756 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4426394.000000 Penalty: 1027.830811
	Iteration 129Q: 3 clusters Score -4426394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4426395.000000 Penalty: 1027.830811
	Iteration 130Q: 3 clusters Score -4426395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4426392.500000 Penalty: 1027.830811
	Iteration 131Q: 3 clusters Score -4426392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79760 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4426395.500000 Penalty: 1027.830811
	Iteration 132Q: 3 clusters Score -4426396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4426398.500000 Penalty: 1027.830811
	Iteration 133Q: 3 clusters Score -4426398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79764 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4426398.000000 Penalty: 1027.830811
	Iteration 134Q: 3 clusters Score -4426398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4426402.500000 Penalty: 1027.830811
	Iteration 135Q: 3 clusters Score -4426402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4426405.000000 Penalty: 1027.830811
	Iteration 136Q: 3 clusters Score -4426405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4426406.000000 Penalty: 1027.830811
	Iteration 137Q: 3 clusters Score -4426406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4426404.500000 Penalty: 1027.830811
	Iteration 138Q: 3 clusters Score -4426404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4426404.500000 Penalty: 1027.830811
	Iteration 139F: 3 clusters Score -4426404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -273625.312500 Penalty: 384.929443
	Iteration 0F: 2 clusters Score -273625.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -270368.343750 Penalty: 769.858887
	Iteration 0F: 3 clusters Score -270368.3 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -271599.437500 Penalty: 769.858887
	Iteration 1F: 3 clusters Score -271599.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -271712.687500 Penalty: 769.858887
	Iteration 2F: 3 clusters Score -271712.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -271826.437500 Penalty: 769.858887
	Iteration 3F: 3 clusters Score -271826.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -271958.187500 Penalty: 769.858887
	Iteration 4Q: 3 clusters Score -271958.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -272169.625000 Penalty: 769.858887
	Iteration 5F: 3 clusters Score -272169.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -272456.281250 Penalty: 769.858887
	Iteration 6F: 3 clusters Score -272456.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -272680.531250 Penalty: 769.858887
	Iteration 7F: 3 clusters Score -272680.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -272783.625000 Penalty: 769.858887
	Iteration 8Q: 3 clusters Score -272783.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -272825.750000 Penalty: 769.858887
	Iteration 9Q: 3 clusters Score -272825.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -272860.375000 Penalty: 769.858887
	Iteration 10Q: 3 clusters Score -272860.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -272897.718750 Penalty: 769.858887
	Iteration 11Q: 3 clusters Score -272897.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -272928.312500 Penalty: 769.858887
	Iteration 12Q: 3 clusters Score -272928.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -272957.000000 Penalty: 769.858887
	Iteration 13Q: 3 clusters Score -272957 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -272981.937500 Penalty: 769.858887
	Iteration 14Q: 3 clusters Score -272981.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -273002.812500 Penalty: 769.858887
	Iteration 15Q: 3 clusters Score -273002.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -273021.437500 Penalty: 769.858887
	Iteration 16Q: 3 clusters Score -273021.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -273040.343750 Penalty: 769.858887
	Iteration 17Q: 3 clusters Score -273040.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -273059.906250 Penalty: 769.858887
	Iteration 18Q: 3 clusters Score -273059.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -273074.218750 Penalty: 769.858887
	Iteration 19Q: 3 clusters Score -273074.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -273080.156250 Penalty: 769.858887
	Iteration 20F: 3 clusters Score -273080.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -273084.031250 Penalty: 769.858887
	Iteration 21Q: 3 clusters Score -273084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -273086.593750 Penalty: 769.858887
	Iteration 22Q: 3 clusters Score -273086.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -273088.093750 Penalty: 769.858887
	Iteration 23Q: 3 clusters Score -273088.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -273090.375000 Penalty: 769.858887
	Iteration 24Q: 3 clusters Score -273090.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -273093.750000 Penalty: 769.858887
	Iteration 25Q: 3 clusters Score -273093.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -273100.250000 Penalty: 769.858887
	Iteration 26Q: 3 clusters Score -273100.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -273104.156250 Penalty: 769.858887
	Iteration 27Q: 3 clusters Score -273104.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -273107.250000 Penalty: 769.858887
	Iteration 28Q: 3 clusters Score -273107.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -273107.968750 Penalty: 769.858887
	Iteration 29Q: 3 clusters Score -273108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -273108.375000 Penalty: 769.858887
	Iteration 30Q: 3 clusters Score -273108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -273108.375000 Penalty: 769.858887
	Iteration 31Q: 3 clusters Score -273108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -273108.218750 Penalty: 769.858887
	Iteration 32Q: 3 clusters Score -273108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -273108.406250 Penalty: 769.858887
	Iteration 33Q: 3 clusters Score -273108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -273108.718750 Penalty: 769.858887
	Iteration 34Q: 3 clusters Score -273108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -273108.625000 Penalty: 769.858887
	Iteration 35Q: 3 clusters Score -273108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -273108.625000 Penalty: 769.858887
	Iteration 36F: 3 clusters Score -273108.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (76230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Entering Unmasked Estep 
Score: -4242705.500000 Penalty: 511.488708
	Iteration 0F: 2 clusters Score -4242706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -4191422.250000 Penalty: 1022.977417
	Iteration 0F: 3 clusters Score -4191422 nChanged 37278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -4213580.000000 Penalty: 1022.977417
	Iteration 1F: 3 clusters Score -4213580 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -4214169.000000 Penalty: 1022.977417
	Iteration 2Q: 3 clusters Score -4214169 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4215240.500000 Penalty: 1022.977417
	Iteration 3Q: 3 clusters Score -4215240 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4217290.000000 Penalty: 1022.977417
	Iteration 4Q: 3 clusters Score -4217290 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4220841.000000 Penalty: 1022.977417
	Iteration 5F: 3 clusters Score -4220841 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -4226333.000000 Penalty: 1022.977417
	Iteration 6F: 3 clusters Score -4226333 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4231544.000000 Penalty: 1022.977417
	Iteration 7F: 3 clusters Score -4231544 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -4234204.500000 Penalty: 1022.977417
	Iteration 8F: 3 clusters Score -4234204 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -4235688.500000 Penalty: 1022.977417
	Iteration 9Q: 3 clusters Score -4235688 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -4236795.000000 Penalty: 1022.977417
	Iteration 10Q: 3 clusters Score -4236795 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4237746.500000 Penalty: 1022.977417
	Iteration 11Q: 3 clusters Score -4237746 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4238521.000000 Penalty: 1022.977417
	Iteration 12Q: 3 clusters Score -4238521 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -4239069.500000 Penalty: 1022.977417
	Iteration 13Q: 3 clusters Score -4239070 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -4239440.500000 Penalty: 1022.977417
	Iteration 14Q: 3 clusters Score -4239440 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -4239693.500000 Penalty: 1022.977417
	Iteration 15Q: 3 clusters Score -4239694 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -4239850.000000 Penalty: 1022.977417
	Iteration 16Q: 3 clusters Score -4239850 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -4239956.000000 Penalty: 1022.977417
	Iteration 17Q: 3 clusters Score -4239956 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4240059.500000 Penalty: 1022.977417
	Iteration 18Q: 3 clusters Score -4240060 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -4240123.500000 Penalty: 1022.977417
	Iteration 19Q: 3 clusters Score -4240124 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4240153.500000 Penalty: 1022.977417
	Iteration 20F: 3 clusters Score -4240154 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4240164.500000 Penalty: 1022.977417
	Iteration 21Q: 3 clusters Score -4240164 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -4240168.000000 Penalty: 1022.977417
	Iteration 22Q: 3 clusters Score -4240168 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -4240182.000000 Penalty: 1022.977417
	Iteration 23Q: 3 clusters Score -4240182 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -4240175.500000 Penalty: 1022.977417
	Iteration 24Q: 3 clusters Score -4240176 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -4240180.000000 Penalty: 1022.977417
	Iteration 25Q: 3 clusters Score -4240180 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -4240180.000000 Penalty: 1022.977417
	Iteration 26Q: 3 clusters Score -4240180 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4240175.500000 Penalty: 1022.977417
	Iteration 27Q: 3 clusters Score -4240176 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -4240198.000000 Penalty: 1022.977417
	Iteration 28Q: 3 clusters Score -4240198 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -4240197.000000 Penalty: 1022.977417
	Iteration 29Q: 3 clusters Score -4240197 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -4240199.000000 Penalty: 1022.977417
	Iteration 30Q: 3 clusters Score -4240199 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4240201.500000 Penalty: 1022.977417
	Iteration 31Q: 3 clusters Score -4240202 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -4240197.000000 Penalty: 1022.977417
	Iteration 32Q: 3 clusters Score -4240197 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -4240193.000000 Penalty: 1022.977417
	Iteration 33Q: 3 clusters Score -4240193 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -4240200.500000 Penalty: 1022.977417
	Iteration 34Q: 3 clusters Score -4240200 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -4240197.000000 Penalty: 1022.977417
	Iteration 35Q: 3 clusters Score -4240197 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -4240194.500000 Penalty: 1022.977417
	Iteration 36Q: 3 clusters Score -4240194 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -4240197.000000 Penalty: 1022.977417
	Iteration 37Q: 3 clusters Score -4240197 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4240172.500000 Penalty: 1022.977417
	Iteration 38Q: 3 clusters Score -4240172 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4240171.000000 Penalty: 1022.977417
	Iteration 39Q: 3 clusters Score -4240171 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -4240178.500000 Penalty: 1022.977417
	Iteration 40F: 3 clusters Score -4240178 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -4240177.500000 Penalty: 1022.977417
	Iteration 41Q: 3 clusters Score -4240178 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4240154.500000 Penalty: 1022.977417
	Iteration 42Q: 3 clusters Score -4240154 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4240150.500000 Penalty: 1022.977417
	Iteration 43Q: 3 clusters Score -4240150 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4240151.000000 Penalty: 1022.977417
	Iteration 44Q: 3 clusters Score -4240151 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4240145.500000 Penalty: 1022.977417
	Iteration 45Q: 3 clusters Score -4240146 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -4240132.500000 Penalty: 1022.977417
	Iteration 46Q: 3 clusters Score -4240132 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -4240122.000000 Penalty: 1022.977417
	Iteration 47Q: 3 clusters Score -4240122 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4240126.000000 Penalty: 1022.977417
	Iteration 48Q: 3 clusters Score -4240126 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56063 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4240128.000000 Penalty: 1022.977417
	Iteration 49Q: 3 clusters Score -4240128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -4240130.000000 Penalty: 1022.977417
	Iteration 50Q: 3 clusters Score -4240130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4240136.500000 Penalty: 1022.977417
	Iteration 51Q: 3 clusters Score -4240136 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4240140.000000 Penalty: 1022.977417
	Iteration 52Q: 3 clusters Score -4240140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56422 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -4240137.500000 Penalty: 1022.977417
	Iteration 53Q: 3 clusters Score -4240138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -4240110.500000 Penalty: 1022.977417
	Iteration 54Q: 3 clusters Score -4240110 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4240113.000000 Penalty: 1022.977417
	Iteration 55Q: 3 clusters Score -4240113 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4240105.500000 Penalty: 1022.977417
	Iteration 56Q: 3 clusters Score -4240106 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56850 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4240111.500000 Penalty: 1022.977417
	Iteration 57Q: 3 clusters Score -4240112 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4240123.500000 Penalty: 1022.977417
	Iteration 58Q: 3 clusters Score -4240124 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4240125.500000 Penalty: 1022.977417
	Iteration 59Q: 3 clusters Score -4240126 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4240114.000000 Penalty: 1022.977417
	Iteration 60F: 3 clusters Score -4240114 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4240115.000000 Penalty: 1022.977417
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4240104 nChanged 164
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Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4240108 nChanged 172
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Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4240108 nChanged 204
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Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4240118 nChanged 194
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Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4240113 nChanged 199
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Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4240120 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4240120 nChanged 207
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Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4240120 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60226 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4240104 nChanged 199
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Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4240116.500000 Penalty: 1022.977417
	Iteration 78Q: 3 clusters Score -4240116 nChanged 202
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Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4240124 nChanged 189
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Mstep: Class 1 contains 61029 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4240144 nChanged 207
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Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4240144 nChanged 191
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Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61960 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4240122.500000 Penalty: 1022.977417
	Iteration 85Q: 3 clusters Score -4240122 nChanged 240
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Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63318 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 12675 members 
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Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64276 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64761 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 10943 members 
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Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66684 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67294 members 
Mstep: Class 2 contains 8936 members 
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Mstep: Class 1 contains 67591 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4240758 nChanged 318
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Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 8050 members 
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	Iteration 109Q: 3 clusters Score -4240822 nChanged 286
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Mstep: Class 1 contains 68462 members 
Mstep: Class 2 contains 7768 members 
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Mstep: Class 1 contains 68746 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4240902 nChanged 291
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Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4240954 nChanged 319
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Mstep: Class 1 contains 69356 members 
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	Iteration 113Q: 3 clusters Score -4241008 nChanged 305
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Mstep: Class 1 contains 69661 members 
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	Iteration 114Q: 3 clusters Score -4241068 nChanged 322
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Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4241135 nChanged 305
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Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 5942 members 
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	Iteration 116Q: 3 clusters Score -4241211 nChanged 280
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Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 5664 members 
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Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4241356 nChanged 276
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Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4241415 nChanged 243
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Mstep: Class 1 contains 71329 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4241456 nChanged 193
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Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71703 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4241522 nChanged 212
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Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4241553 nChanged 191
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Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4241608 nChanged 196
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Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 3944 members 
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	Iteration 125Q: 3 clusters Score -4241635 nChanged 189
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Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4241665 nChanged 183
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Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4241703 nChanged 158
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Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4241728 nChanged 148
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Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4241756 nChanged 152
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Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4241782 nChanged 150
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Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4241808 nChanged 124
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Mstep: Class 1 contains 73350 members 
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	Iteration 132Q: 3 clusters Score -4241850 nChanged 125
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Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4241867 nChanged 107
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Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4241901 nChanged 91
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Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4241910 nChanged 90
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Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4241926 nChanged 100
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Mstep: Class 1 contains 73839 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4241944.500000 Penalty: 1022.977417
	Iteration 137Q: 3 clusters Score -4241944 nChanged 82
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Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4241960 nChanged 74
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Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4241963 nChanged 68
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Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4241975.500000 Penalty: 1022.977417
	Iteration 140F: 3 clusters Score -4241976 nChanged 60
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Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4241982 nChanged 54
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Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4241990 nChanged 54
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Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4241992 nChanged 43
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Mstep: Class 1 contains 74254 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4241995 nChanged 51
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Mstep: Class 1 contains 74303 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4242009.000000 Penalty: 1022.977417
	Iteration 145Q: 3 clusters Score -4242009 nChanged 44
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Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4242016.000000 Penalty: 1022.977417
	Iteration 146Q: 3 clusters Score -4242016 nChanged 46
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Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4242020 nChanged 40
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Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4242021.000000 Penalty: 1022.977417
	Iteration 148Q: 3 clusters Score -4242021 nChanged 31
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Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4242020 nChanged 28
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Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4242020 nChanged 29
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Mstep: Class 1 contains 74495 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4242022 nChanged 39
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Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4242022 nChanged 34
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Mstep: Class 1 contains 74560 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4242019 nChanged 27
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Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4242025.500000 Penalty: 1022.977417
	Iteration 154Q: 3 clusters Score -4242026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4242033.000000 Penalty: 1022.977417
	Iteration 155Q: 3 clusters Score -4242033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4242030.500000 Penalty: 1022.977417
	Iteration 156Q: 3 clusters Score -4242030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74669 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4242026.500000 Penalty: 1022.977417
	Iteration 157Q: 3 clusters Score -4242026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4242034.500000 Penalty: 1022.977417
	Iteration 158Q: 3 clusters Score -4242034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4242028.500000 Penalty: 1022.977417
	Iteration 159Q: 3 clusters Score -4242028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4242032.000000 Penalty: 1022.977417
	Iteration 160F: 3 clusters Score -4242032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4242033.500000 Penalty: 1022.977417
	Iteration 161Q: 3 clusters Score -4242034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4242030.000000 Penalty: 1022.977417
	Iteration 162Q: 3 clusters Score -4242030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4242033.500000 Penalty: 1022.977417
	Iteration 163Q: 3 clusters Score -4242034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74857 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4242041.000000 Penalty: 1022.977417
	Iteration 164Q: 3 clusters Score -4242041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4242039.500000 Penalty: 1022.977417
	Iteration 165Q: 3 clusters Score -4242040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4242038.000000 Penalty: 1022.977417
	Iteration 166Q: 3 clusters Score -4242038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4242052.500000 Penalty: 1022.977417
	Iteration 167Q: 3 clusters Score -4242052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4242053.500000 Penalty: 1022.977417
	Iteration 168Q: 3 clusters Score -4242054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4242065.500000 Penalty: 1022.977417
	Iteration 169Q: 3 clusters Score -4242066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4242077.500000 Penalty: 1022.977417
	Iteration 170Q: 3 clusters Score -4242078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75094 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4242085.500000 Penalty: 1022.977417
	Iteration 171Q: 3 clusters Score -4242086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4242098.000000 Penalty: 1022.977417
	Iteration 172Q: 3 clusters Score -4242098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4242113.500000 Penalty: 1022.977417
	Iteration 173Q: 3 clusters Score -4242114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4242121.500000 Penalty: 1022.977417
	Iteration 174Q: 3 clusters Score -4242122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75252 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4242138.500000 Penalty: 1022.977417
	Iteration 175Q: 3 clusters Score -4242138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4242151.000000 Penalty: 1022.977417
	Iteration 176Q: 3 clusters Score -4242151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4242160.500000 Penalty: 1022.977417
	Iteration 177Q: 3 clusters Score -4242160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4242167.500000 Penalty: 1022.977417
	Iteration 178Q: 3 clusters Score -4242168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4242177.000000 Penalty: 1022.977417
	Iteration 179Q: 3 clusters Score -4242177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75403 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4242179.500000 Penalty: 1022.977417
	Iteration 180F: 3 clusters Score -4242180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4242184.500000 Penalty: 1022.977417
	Iteration 181Q: 3 clusters Score -4242184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4242186.500000 Penalty: 1022.977417
	Iteration 182Q: 3 clusters Score -4242186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4242182.000000 Penalty: 1022.977417
	Iteration 183Q: 3 clusters Score -4242182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4242188.500000 Penalty: 1022.977417
	Iteration 184Q: 3 clusters Score -4242188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4242188.000000 Penalty: 1022.977417
	Iteration 185Q: 3 clusters Score -4242188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4242192.000000 Penalty: 1022.977417
	Iteration 186Q: 3 clusters Score -4242192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4242196.500000 Penalty: 1022.977417
	Iteration 187Q: 3 clusters Score -4242196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75503 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4242201.000000 Penalty: 1022.977417
	Iteration 188Q: 3 clusters Score -4242201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4242208.000000 Penalty: 1022.977417
	Iteration 189Q: 3 clusters Score -4242208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4242208.500000 Penalty: 1022.977417
	Iteration 190Q: 3 clusters Score -4242208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4242208.000000 Penalty: 1022.977417
	Iteration 191Q: 3 clusters Score -4242208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4242207.000000 Penalty: 1022.977417
	Iteration 192Q: 3 clusters Score -4242207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75559 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4242210.500000 Penalty: 1022.977417
	Iteration 193Q: 3 clusters Score -4242210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75560 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4242209.000000 Penalty: 1022.977417
	Iteration 194Q: 3 clusters Score -4242209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4242213.000000 Penalty: 1022.977417
	Iteration 195Q: 3 clusters Score -4242213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4242211.500000 Penalty: 1022.977417
	Iteration 196Q: 3 clusters Score -4242212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4242210.500000 Penalty: 1022.977417
	Iteration 197Q: 3 clusters Score -4242210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4242212.000000 Penalty: 1022.977417
	Iteration 198Q: 3 clusters Score -4242212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75569 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4242211.500000 Penalty: 1022.977417
	Iteration 199Q: 3 clusters Score -4242212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4242211.000000 Penalty: 1022.977417
	Iteration 200F: 3 clusters Score -4242211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4242212.000000 Penalty: 1022.977417
	Iteration 201Q: 3 clusters Score -4242212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4242211.000000 Penalty: 1022.977417
	Iteration 202Q: 3 clusters Score -4242211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4242209.000000 Penalty: 1022.977417
	Iteration 203Q: 3 clusters Score -4242209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4242208.000000 Penalty: 1022.977417
	Iteration 204Q: 3 clusters Score -4242208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4242207.500000 Penalty: 1022.977417
	Iteration 205Q: 3 clusters Score -4242208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4242212.000000 Penalty: 1022.977417
	Iteration 206Q: 3 clusters Score -4242212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4242212.000000 Penalty: 1022.977417
	Iteration 207F: 3 clusters Score -4242212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Entering Unmasked Estep 
Score: -886389.500000 Penalty: 442.341248
	Iteration 0F: 2 clusters Score -886389.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -875254.937500 Penalty: 884.682495
	Iteration 0F: 3 clusters Score -875254.9 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -879821.500000 Penalty: 884.682495
	Iteration 1F: 3 clusters Score -879821.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -880252.500000 Penalty: 884.682495
	Iteration 2F: 3 clusters Score -880252.5 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -880986.812500 Penalty: 884.682495
	Iteration 3F: 3 clusters Score -880986.8 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -882137.312500 Penalty: 884.682495
	Iteration 4F: 3 clusters Score -882137.3 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -883676.812500 Penalty: 884.682495
	Iteration 5F: 3 clusters Score -883676.8 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -885045.125000 Penalty: 884.682495
	Iteration 6F: 3 clusters Score -885045.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -885689.062500 Penalty: 884.682495
	Iteration 7Q: 3 clusters Score -885689.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -885904.250000 Penalty: 884.682495
	Iteration 8Q: 3 clusters Score -885904.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -885961.562500 Penalty: 884.682495
	Iteration 9Q: 3 clusters Score -885961.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -885984.750000 Penalty: 884.682495
	Iteration 10Q: 3 clusters Score -885984.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -885997.375000 Penalty: 884.682495
	Iteration 11Q: 3 clusters Score -885997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -886008.812500 Penalty: 884.682495
	Iteration 12Q: 3 clusters Score -886008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -886011.875000 Penalty: 884.682495
	Iteration 13Q: 3 clusters Score -886011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -886014.750000 Penalty: 884.682495
	Iteration 14Q: 3 clusters Score -886014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -886014.437500 Penalty: 884.682495
	Iteration 15Q: 3 clusters Score -886014.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -886015.312500 Penalty: 884.682495
	Iteration 16Q: 3 clusters Score -886015.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -886015.312500 Penalty: 884.682495
	Iteration 17F: 3 clusters Score -886015.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Entering Unmasked Estep 
Score: -134782.031250 Penalty: 356.139465
	Iteration 0F: 2 clusters Score -134782 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 1237 members 
Entering Unmasked Estep 
Score: -133006.890625 Penalty: 712.278931
	Iteration 0F: 3 clusters Score -133006.9 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -133567.140625 Penalty: 712.278931
	Iteration 1F: 3 clusters Score -133567.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -133642.203125 Penalty: 712.278931
	Iteration 2F: 3 clusters Score -133642.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -133727.093750 Penalty: 712.278931
	Iteration 3F: 3 clusters Score -133727.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -133840.828125 Penalty: 712.278931
	Iteration 4F: 3 clusters Score -133840.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -133994.359375 Penalty: 712.278931
	Iteration 5F: 3 clusters Score -133994.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -134108.843750 Penalty: 712.278931
	Iteration 6F: 3 clusters Score -134108.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -134181.906250 Penalty: 712.278931
	Iteration 7Q: 3 clusters Score -134181.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -134236.437500 Penalty: 712.278931
	Iteration 8Q: 3 clusters Score -134236.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -134299.640625 Penalty: 712.278931
	Iteration 9Q: 3 clusters Score -134299.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -134343.546875 Penalty: 712.278931
	Iteration 10Q: 3 clusters Score -134343.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -134372.281250 Penalty: 712.278931
	Iteration 11Q: 3 clusters Score -134372.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -134395.250000 Penalty: 712.278931
	Iteration 12Q: 3 clusters Score -134395.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134419.390625 Penalty: 712.278931
	Iteration 13Q: 3 clusters Score -134419.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134435.859375 Penalty: 712.278931
	Iteration 14Q: 3 clusters Score -134435.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -134454.796875 Penalty: 712.278931
	Iteration 15Q: 3 clusters Score -134454.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -134474.531250 Penalty: 712.278931
	Iteration 16Q: 3 clusters Score -134474.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -134487.062500 Penalty: 712.278931
	Iteration 17Q: 3 clusters Score -134487.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134499.937500 Penalty: 712.278931
	Iteration 18Q: 3 clusters Score -134499.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134508.593750 Penalty: 712.278931
	Iteration 19Q: 3 clusters Score -134508.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134513.812500 Penalty: 712.278931
	Iteration 20F: 3 clusters Score -134513.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -134520.781250 Penalty: 712.278931
	Iteration 21Q: 3 clusters Score -134520.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -134524.406250 Penalty: 712.278931
	Iteration 22Q: 3 clusters Score -134524.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -134528.031250 Penalty: 712.278931
	Iteration 23Q: 3 clusters Score -134528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134529.187500 Penalty: 712.278931
	Iteration 24Q: 3 clusters Score -134529.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -134531.656250 Penalty: 712.278931
	Iteration 25Q: 3 clusters Score -134531.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -134533.781250 Penalty: 712.278931
	Iteration 26Q: 3 clusters Score -134533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -134534.593750 Penalty: 712.278931
	Iteration 27Q: 3 clusters Score -134534.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -134535.250000 Penalty: 712.278931
	Iteration 28Q: 3 clusters Score -134535.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134538.187500 Penalty: 712.278931
	Iteration 29Q: 3 clusters Score -134538.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -134540.671875 Penalty: 712.278931
	Iteration 30Q: 3 clusters Score -134540.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -134541.812500 Penalty: 712.278931
	Iteration 31Q: 3 clusters Score -134541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -134542.625000 Penalty: 712.278931
	Iteration 32Q: 3 clusters Score -134542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -134543.562500 Penalty: 712.278931
	Iteration 33Q: 3 clusters Score -134543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -134543.828125 Penalty: 712.278931
	Iteration 34Q: 3 clusters Score -134543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134544.687500 Penalty: 712.278931
	Iteration 35Q: 3 clusters Score -134544.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -134545.437500 Penalty: 712.278931
	Iteration 36Q: 3 clusters Score -134545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134546.375000 Penalty: 712.278931
	Iteration 37Q: 3 clusters Score -134546.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -134548.609375 Penalty: 712.278931
	Iteration 38Q: 3 clusters Score -134548.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -134549.890625 Penalty: 712.278931
	Iteration 39Q: 3 clusters Score -134549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -134550.687500 Penalty: 712.278931
	Iteration 40F: 3 clusters Score -134550.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -134550.984375 Penalty: 712.278931
	Iteration 41Q: 3 clusters Score -134551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -134552.453125 Penalty: 712.278931
	Iteration 42Q: 3 clusters Score -134552.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -134552.515625 Penalty: 712.278931
	Iteration 43Q: 3 clusters Score -134552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -134552.515625 Penalty: 712.278931
	Iteration 44F: 3 clusters Score -134552.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -19386.273438 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -19386.27 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 211 members 
Entering Unmasked Estep 
Score: -18979.849609 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -18979.85 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19165.427734 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -19165.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19211.519531 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -19211.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19240.968750 Penalty: 554.103088
	Iteration 3F: 3 clusters Score -19240.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19255.283203 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -19255.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19272.714844 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -19272.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19284.687500 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -19284.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19294.525391 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -19294.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19302.005859 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -19302.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -19314.796875 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -19314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19318.500000 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -19318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19321.128906 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -19321.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -19323.394531 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -19323.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19323.900391 Penalty: 554.103088
	Iteration 13Q: 3 clusters Score -19323.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -19323.900391 Penalty: 554.103088
	Iteration 14F: 3 clusters Score -19323.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -90967.031250 Penalty: 338.846161
	Iteration 0F: 2 clusters Score -90967.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -89685.710938 Penalty: 677.692322
	Iteration 0F: 3 clusters Score -89685.71 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -90105.359375 Penalty: 677.692322
	Iteration 1F: 3 clusters Score -90105.36 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -90160.898438 Penalty: 677.692322
	Iteration 2F: 3 clusters Score -90160.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -90195.078125 Penalty: 677.692322
	Iteration 3F: 3 clusters Score -90195.08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -90220.390625 Penalty: 677.692322
	Iteration 4Q: 3 clusters Score -90220.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -90244.007812 Penalty: 677.692322
	Iteration 5Q: 3 clusters Score -90244.01 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -90265.546875 Penalty: 677.692322
	Iteration 6Q: 3 clusters Score -90265.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -90290.445312 Penalty: 677.692322
	Iteration 7Q: 3 clusters Score -90290.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -90313.468750 Penalty: 677.692322
	Iteration 8Q: 3 clusters Score -90313.47 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -90341.375000 Penalty: 677.692322
	Iteration 9Q: 3 clusters Score -90341.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -90364.937500 Penalty: 677.692322
	Iteration 10Q: 3 clusters Score -90364.94 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -90401.070312 Penalty: 677.692322
	Iteration 11Q: 3 clusters Score -90401.07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -90449.085938 Penalty: 677.692322
	Iteration 12Q: 3 clusters Score -90449.09 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -90478.898438 Penalty: 677.692322
	Iteration 13Q: 3 clusters Score -90478.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -90497.718750 Penalty: 677.692322
	Iteration 14Q: 3 clusters Score -90497.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -90516.843750 Penalty: 677.692322
	Iteration 15Q: 3 clusters Score -90516.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -90537.781250 Penalty: 677.692322
	Iteration 16Q: 3 clusters Score -90537.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -90558.695312 Penalty: 677.692322
	Iteration 17Q: 3 clusters Score -90558.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -90569.992188 Penalty: 677.692322
	Iteration 18Q: 3 clusters Score -90569.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -90579.617188 Penalty: 677.692322
	Iteration 19Q: 3 clusters Score -90579.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -90588.820312 Penalty: 677.692322
	Iteration 20F: 3 clusters Score -90588.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -90594.742188 Penalty: 677.692322
	Iteration 21Q: 3 clusters Score -90594.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -90600.203125 Penalty: 677.692322
	Iteration 22Q: 3 clusters Score -90600.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -90604.593750 Penalty: 677.692322
	Iteration 23Q: 3 clusters Score -90604.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -90607.609375 Penalty: 677.692322
	Iteration 24Q: 3 clusters Score -90607.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -90612.710938 Penalty: 677.692322
	Iteration 25Q: 3 clusters Score -90612.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -90621.953125 Penalty: 677.692322
	Iteration 26Q: 3 clusters Score -90621.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -90630.992188 Penalty: 677.692322
	Iteration 27Q: 3 clusters Score -90630.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -90640.609375 Penalty: 677.692322
	Iteration 28Q: 3 clusters Score -90640.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -90647.109375 Penalty: 677.692322
	Iteration 29Q: 3 clusters Score -90647.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -90654.578125 Penalty: 677.692322
	Iteration 30Q: 3 clusters Score -90654.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -90660.343750 Penalty: 677.692322
	Iteration 31Q: 3 clusters Score -90660.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -90665.429688 Penalty: 677.692322
	Iteration 32Q: 3 clusters Score -90665.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -90669.984375 Penalty: 677.692322
	Iteration 33Q: 3 clusters Score -90669.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -90674.710938 Penalty: 677.692322
	Iteration 34Q: 3 clusters Score -90674.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -90680.164062 Penalty: 677.692322
	Iteration 35Q: 3 clusters Score -90680.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -90682.492188 Penalty: 677.692322
	Iteration 36Q: 3 clusters Score -90682.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -90683.945312 Penalty: 677.692322
	Iteration 37Q: 3 clusters Score -90683.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -90684.375000 Penalty: 677.692322
	Iteration 38Q: 3 clusters Score -90684.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -90685.328125 Penalty: 677.692322
	Iteration 39Q: 3 clusters Score -90685.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -90685.757812 Penalty: 677.692322
	Iteration 40F: 3 clusters Score -90685.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Entering Unmasked Estep 
Score: -2208228.250000 Penalty: 482.387421
	Iteration 0F: 2 clusters Score -2208228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2181289.500000 Penalty: 964.774841
	Iteration 0F: 3 clusters Score -2181290 nChanged 19358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2193188.250000 Penalty: 964.774841
	Iteration 1F: 3 clusters Score -2193188 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2194034.750000 Penalty: 964.774841
	Iteration 2Q: 3 clusters Score -2194035 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -2195366.500000 Penalty: 964.774841
	Iteration 3F: 3 clusters Score -2195366 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2197411.000000 Penalty: 964.774841
	Iteration 4F: 3 clusters Score -2197411 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2199368.000000 Penalty: 964.774841
	Iteration 5F: 3 clusters Score -2199368 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2200306.000000 Penalty: 964.774841
	Iteration 6F: 3 clusters Score -2200306 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2200543.500000 Penalty: 964.774841
	Iteration 7Q: 3 clusters Score -2200544 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2200623.500000 Penalty: 964.774841
	Iteration 8Q: 3 clusters Score -2200624 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2200671.750000 Penalty: 964.774841
	Iteration 9Q: 3 clusters Score -2200672 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -2200726.500000 Penalty: 964.774841
	Iteration 10Q: 3 clusters Score -2200726 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -2200767.000000 Penalty: 964.774841
	Iteration 11Q: 3 clusters Score -2200767 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2200823.250000 Penalty: 964.774841
	Iteration 12Q: 3 clusters Score -2200823 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -2200898.000000 Penalty: 964.774841
	Iteration 13Q: 3 clusters Score -2200898 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -2200974.000000 Penalty: 964.774841
	Iteration 14Q: 3 clusters Score -2200974 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -2201063.250000 Penalty: 964.774841
	Iteration 15Q: 3 clusters Score -2201063 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -2201165.000000 Penalty: 964.774841
	Iteration 16Q: 3 clusters Score -2201165 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2201304.000000 Penalty: 964.774841
	Iteration 17Q: 3 clusters Score -2201304 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -2201466.000000 Penalty: 964.774841
	Iteration 18Q: 3 clusters Score -2201466 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -2201669.500000 Penalty: 964.774841
	Iteration 19Q: 3 clusters Score -2201670 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -2201918.750000 Penalty: 964.774841
	Iteration 20F: 3 clusters Score -2201919 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -2202200.750000 Penalty: 964.774841
	Iteration 21Q: 3 clusters Score -2202201 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -2202535.000000 Penalty: 964.774841
	Iteration 22Q: 3 clusters Score -2202535 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -2202909.750000 Penalty: 964.774841
	Iteration 23Q: 3 clusters Score -2202910 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -2203370.000000 Penalty: 964.774841
	Iteration 24Q: 3 clusters Score -2203370 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -2203882.250000 Penalty: 964.774841
	Iteration 25Q: 3 clusters Score -2203882 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -2204448.250000 Penalty: 964.774841
	Iteration 26Q: 3 clusters Score -2204448 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -2204967.000000 Penalty: 964.774841
	Iteration 27Q: 3 clusters Score -2204967 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -2205513.000000 Penalty: 964.774841
	Iteration 28Q: 3 clusters Score -2205513 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -2206027.250000 Penalty: 964.774841
	Iteration 29Q: 3 clusters Score -2206027 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -2206519.250000 Penalty: 964.774841
	Iteration 30Q: 3 clusters Score -2206519 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -2206963.250000 Penalty: 964.774841
	Iteration 31Q: 3 clusters Score -2206963 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -2207308.000000 Penalty: 964.774841
	Iteration 32Q: 3 clusters Score -2207308 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -2207566.750000 Penalty: 964.774841
	Iteration 33Q: 3 clusters Score -2207567 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -2207717.000000 Penalty: 964.774841
	Iteration 34Q: 3 clusters Score -2207717 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -2207783.500000 Penalty: 964.774841
	Iteration 35Q: 3 clusters Score -2207784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -2207821.250000 Penalty: 964.774841
	Iteration 36Q: 3 clusters Score -2207821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -2207834.000000 Penalty: 964.774841
	Iteration 37Q: 3 clusters Score -2207834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -2207846.000000 Penalty: 964.774841
	Iteration 38Q: 3 clusters Score -2207846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -2207847.500000 Penalty: 964.774841
	Iteration 39Q: 3 clusters Score -2207848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -2207846.750000 Penalty: 964.774841
	Iteration 40F: 3 clusters Score -2207847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -2207846.750000 Penalty: 964.774841
	Iteration 41Q: 3 clusters Score -2207847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -2207846.750000 Penalty: 964.774841
	Iteration 42F: 3 clusters Score -2207847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (85047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Entering Unmasked Estep 
Score: -4710096.500000 Penalty: 516.468689
	Iteration 0F: 2 clusters Score -4710096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -4653186.500000 Penalty: 1032.937378
	Iteration 0F: 3 clusters Score -4653186 nChanged 41546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -4678095.500000 Penalty: 1032.937378
	Iteration 1F: 3 clusters Score -4678096 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -4678847.000000 Penalty: 1032.937378
	Iteration 2Q: 3 clusters Score -4678847 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -4679866.500000 Penalty: 1032.937378
	Iteration 3Q: 3 clusters Score -4679866 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -4681665.500000 Penalty: 1032.937378
	Iteration 4Q: 3 clusters Score -4681666 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -4684568.000000 Penalty: 1032.937378
	Iteration 5Q: 3 clusters Score -4684568 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -4688786.500000 Penalty: 1032.937378
	Iteration 6F: 3 clusters Score -4688786 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -4693630.500000 Penalty: 1032.937378
	Iteration 7F: 3 clusters Score -4693630 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -4698028.000000 Penalty: 1032.937378
	Iteration 8F: 3 clusters Score -4698028 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -4701120.000000 Penalty: 1032.937378
	Iteration 9F: 3 clusters Score -4701120 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -4702856.000000 Penalty: 1032.937378
	Iteration 10Q: 3 clusters Score -4702856 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4703986.000000 Penalty: 1032.937378
	Iteration 11Q: 3 clusters Score -4703986 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65987 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4704797.500000 Penalty: 1032.937378
	Iteration 12Q: 3 clusters Score -4704798 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -4705546.000000 Penalty: 1032.937378
	Iteration 13Q: 3 clusters Score -4705546 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4706140.500000 Penalty: 1032.937378
	Iteration 14Q: 3 clusters Score -4706140 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -4706657.000000 Penalty: 1032.937378
	Iteration 15Q: 3 clusters Score -4706657 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -4707138.500000 Penalty: 1032.937378
	Iteration 16Q: 3 clusters Score -4707138 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -4707515.500000 Penalty: 1032.937378
	Iteration 17Q: 3 clusters Score -4707516 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4707850.500000 Penalty: 1032.937378
	Iteration 18Q: 3 clusters Score -4707850 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4708140.000000 Penalty: 1032.937378
	Iteration 19Q: 3 clusters Score -4708140 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72042 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -4708388.500000 Penalty: 1032.937378
	Iteration 20F: 3 clusters Score -4708388 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -4708653.000000 Penalty: 1032.937378
	Iteration 21Q: 3 clusters Score -4708653 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -4708821.000000 Penalty: 1032.937378
	Iteration 22Q: 3 clusters Score -4708821 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -4708986.500000 Penalty: 1032.937378
	Iteration 23Q: 3 clusters Score -4708986 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -4709126.000000 Penalty: 1032.937378
	Iteration 24Q: 3 clusters Score -4709126 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -4709274.500000 Penalty: 1032.937378
	Iteration 25Q: 3 clusters Score -4709274 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4709411.500000 Penalty: 1032.937378
	Iteration 26Q: 3 clusters Score -4709412 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -4709570.000000 Penalty: 1032.937378
	Iteration 27Q: 3 clusters Score -4709570 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4709708.000000 Penalty: 1032.937378
	Iteration 28Q: 3 clusters Score -4709708 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -4709807.500000 Penalty: 1032.937378
	Iteration 29Q: 3 clusters Score -4709808 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -4709871.500000 Penalty: 1032.937378
	Iteration 30Q: 3 clusters Score -4709872 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -4709911.000000 Penalty: 1032.937378
	Iteration 31Q: 3 clusters Score -4709911 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -4709995.500000 Penalty: 1032.937378
	Iteration 32Q: 3 clusters Score -4709996 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -4710048.000000 Penalty: 1032.937378
	Iteration 33Q: 3 clusters Score -4710048 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -4710068.500000 Penalty: 1032.937378
	Iteration 34Q: 3 clusters Score -4710068 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4710114.500000 Penalty: 1032.937378
	Iteration 35Q: 3 clusters Score -4710114 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -4710135.000000 Penalty: 1032.937378
	Iteration 36Q: 3 clusters Score -4710135 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -4710155.500000 Penalty: 1032.937378
	Iteration 37Q: 3 clusters Score -4710156 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -4710179.500000 Penalty: 1032.937378
	Iteration 38Q: 3 clusters Score -4710180 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4710198.500000 Penalty: 1032.937378
	Iteration 39Q: 3 clusters Score -4710198 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4710211.500000 Penalty: 1032.937378
	Iteration 40F: 3 clusters Score -4710212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79817 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -4710217.000000 Penalty: 1032.937378
	Iteration 41Q: 3 clusters Score -4710217 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4710232.500000 Penalty: 1032.937378
	Iteration 42Q: 3 clusters Score -4710232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -4710228.500000 Penalty: 1032.937378
	Iteration 43Q: 3 clusters Score -4710228 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4710252.000000 Penalty: 1032.937378
	Iteration 44Q: 3 clusters Score -4710252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80159 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4710259.500000 Penalty: 1032.937378
	Iteration 45Q: 3 clusters Score -4710260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4710271.000000 Penalty: 1032.937378
	Iteration 46Q: 3 clusters Score -4710271 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -4710264.000000 Penalty: 1032.937378
	Iteration 47Q: 3 clusters Score -4710264 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -4710261.500000 Penalty: 1032.937378
	Iteration 48Q: 3 clusters Score -4710262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4710262.000000 Penalty: 1032.937378
	Iteration 49Q: 3 clusters Score -4710262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -4710256.000000 Penalty: 1032.937378
	Iteration 50Q: 3 clusters Score -4710256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4710257.000000 Penalty: 1032.937378
	Iteration 51Q: 3 clusters Score -4710257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4710265.500000 Penalty: 1032.937378
	Iteration 52Q: 3 clusters Score -4710266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -4710263.500000 Penalty: 1032.937378
	Iteration 53Q: 3 clusters Score -4710264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80704 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -4710261.500000 Penalty: 1032.937378
	Iteration 54Q: 3 clusters Score -4710262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -4710264.500000 Penalty: 1032.937378
	Iteration 55Q: 3 clusters Score -4710264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4710268.000000 Penalty: 1032.937378
	Iteration 56Q: 3 clusters Score -4710268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4710265.000000 Penalty: 1032.937378
	Iteration 57Q: 3 clusters Score -4710265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4710267.500000 Penalty: 1032.937378
	Iteration 58Q: 3 clusters Score -4710268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4710276.500000 Penalty: 1032.937378
	Iteration 59Q: 3 clusters Score -4710276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4710270.500000 Penalty: 1032.937378
	Iteration 60F: 3 clusters Score -4710270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80855 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -4710274.000000 Penalty: 1032.937378
	Iteration 61Q: 3 clusters Score -4710274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4710270.500000 Penalty: 1032.937378
	Iteration 62Q: 3 clusters Score -4710270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4710271.500000 Penalty: 1032.937378
	Iteration 63Q: 3 clusters Score -4710272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4710279.000000 Penalty: 1032.937378
	Iteration 64Q: 3 clusters Score -4710279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4710272.000000 Penalty: 1032.937378
	Iteration 65Q: 3 clusters Score -4710272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -4710270.000000 Penalty: 1032.937378
	Iteration 66Q: 3 clusters Score -4710270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4710267.000000 Penalty: 1032.937378
	Iteration 67Q: 3 clusters Score -4710267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -4710274.500000 Penalty: 1032.937378
	Iteration 68Q: 3 clusters Score -4710274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80980 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4710276.500000 Penalty: 1032.937378
	Iteration 69Q: 3 clusters Score -4710276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4710281.000000 Penalty: 1032.937378
	Iteration 70Q: 3 clusters Score -4710281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4710285.500000 Penalty: 1032.937378
	Iteration 71Q: 3 clusters Score -4710286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81015 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4710277.500000 Penalty: 1032.937378
	Iteration 72Q: 3 clusters Score -4710278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4710280.500000 Penalty: 1032.937378
	Iteration 73Q: 3 clusters Score -4710280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4710281.000000 Penalty: 1032.937378
	Iteration 74Q: 3 clusters Score -4710281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4710279.500000 Penalty: 1032.937378
	Iteration 75Q: 3 clusters Score -4710280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4710283.000000 Penalty: 1032.937378
	Iteration 76Q: 3 clusters Score -4710283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81042 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4710287.000000 Penalty: 1032.937378
	Iteration 77Q: 3 clusters Score -4710287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4710284.500000 Penalty: 1032.937378
	Iteration 78Q: 3 clusters Score -4710284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4710285.000000 Penalty: 1032.937378
	Iteration 79Q: 3 clusters Score -4710285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -4710286.000000 Penalty: 1032.937378
	Iteration 80F: 3 clusters Score -4710286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4710286.500000 Penalty: 1032.937378
	Iteration 81Q: 3 clusters Score -4710286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -4710291.000000 Penalty: 1032.937378
	Iteration 82Q: 3 clusters Score -4710291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81085 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4710293.000000 Penalty: 1032.937378
	Iteration 83Q: 3 clusters Score -4710293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4710293.500000 Penalty: 1032.937378
	Iteration 84Q: 3 clusters Score -4710294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4710293.500000 Penalty: 1032.937378
	Iteration 85Q: 3 clusters Score -4710294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4710295.000000 Penalty: 1032.937378
	Iteration 86Q: 3 clusters Score -4710295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81118 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4710293.500000 Penalty: 1032.937378
	Iteration 87Q: 3 clusters Score -4710294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81123 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -4710296.500000 Penalty: 1032.937378
	Iteration 88Q: 3 clusters Score -4710296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81127 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4710299.000000 Penalty: 1032.937378
	Iteration 89Q: 3 clusters Score -4710299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4710297.000000 Penalty: 1032.937378
	Iteration 90Q: 3 clusters Score -4710297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -4710298.000000 Penalty: 1032.937378
	Iteration 91Q: 3 clusters Score -4710298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4710301.000000 Penalty: 1032.937378
	Iteration 92Q: 3 clusters Score -4710301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4710299.000000 Penalty: 1032.937378
	Iteration 93Q: 3 clusters Score -4710299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4710298.500000 Penalty: 1032.937378
	Iteration 94Q: 3 clusters Score -4710298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -4710301.000000 Penalty: 1032.937378
	Iteration 95Q: 3 clusters Score -4710301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4710299.500000 Penalty: 1032.937378
	Iteration 96Q: 3 clusters Score -4710300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81180 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4710300.000000 Penalty: 1032.937378
	Iteration 97Q: 3 clusters Score -4710300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4710297.500000 Penalty: 1032.937378
	Iteration 98Q: 3 clusters Score -4710298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4710298.500000 Penalty: 1032.937378
	Iteration 99Q: 3 clusters Score -4710298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4710298.500000 Penalty: 1032.937378
	Iteration 100F: 3 clusters Score -4710298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 3243 members 
Mstep: Class 3 contains 80406 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 5 contains 76230 members 
Mstep: Class 6 contains 16677 members 
Mstep: Class 7 contains 2508 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 40212 members 
Mstep: Class 11 contains 81183 members 
Mstep: Class 12 contains 20125 members 
Mstep: Class 13 contains 62970 members 
Mstep: Class 14 contains 18380 members 
Mstep: Class 15 contains 82468 members 
Mstep: Class 16 contains 2442 members 
Mstep: Class 17 contains 15184 members 
Mstep: Class 18 contains 72948 members 
Mstep: Class 19 contains 66961 members 
Mstep: Class 20 contains 121816 members 
Mstep: Class 21 contains 48591 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 41027 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 15935 members 
Mstep: Class 28 contains 5941 members 
Mstep: Class 29 contains 152642 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 14131 members 
Mstep: Class 33 contains 11197 members 
Mstep: Class 34 contains 93077 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 97701 members 
Mstep: Class 37 contains 86062 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75463 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27745 members 
Mstep: Class 43 contains 160403 members 
Mstep: Class 44 contains 2051 members 
Mstep: Class 45 contains 3864 members 
Entering Unmasked Estep 
Score: -87420984.000000 Penalty: 29409.876953
Splitting cluster 11 changes total score from -87420832.000000 to -87420984.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 12 (20125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Entering Unmasked Estep 
Score: -1051796.500000 Penalty: 450.892181
	Iteration 0F: 2 clusters Score -1051796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1038429.687500 Penalty: 901.784363
	Iteration 0F: 3 clusters Score -1038430 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1043749.875000 Penalty: 901.784363
	Iteration 1F: 3 clusters Score -1043750 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1044011.562500 Penalty: 901.784363
	Iteration 2Q: 3 clusters Score -1044012 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1044345.875000 Penalty: 901.784363
	Iteration 3Q: 3 clusters Score -1044346 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1044857.187500 Penalty: 901.784363
	Iteration 4Q: 3 clusters Score -1044857 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1045651.125000 Penalty: 901.784363
	Iteration 5F: 3 clusters Score -1045651 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1046784.437500 Penalty: 901.784363
	Iteration 6F: 3 clusters Score -1046784 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1047889.812500 Penalty: 901.784363
	Iteration 7F: 3 clusters Score -1047890 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1048542.500000 Penalty: 901.784363
	Iteration 8F: 3 clusters Score -1048542 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1048831.125000 Penalty: 901.784363
	Iteration 9Q: 3 clusters Score -1048831 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1049001.375000 Penalty: 901.784363
	Iteration 10Q: 3 clusters Score -1049001 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1049150.750000 Penalty: 901.784363
	Iteration 11Q: 3 clusters Score -1049151 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1049288.125000 Penalty: 901.784363
	Iteration 12Q: 3 clusters Score -1049288 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1049430.375000 Penalty: 901.784363
	Iteration 13Q: 3 clusters Score -1049430 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1049563.625000 Penalty: 901.784363
	Iteration 14Q: 3 clusters Score -1049564 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1049672.750000 Penalty: 901.784363
	Iteration 15Q: 3 clusters Score -1049673 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1049756.250000 Penalty: 901.784363
	Iteration 16Q: 3 clusters Score -1049756 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1049851.500000 Penalty: 901.784363
	Iteration 17Q: 3 clusters Score -1049852 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1049932.375000 Penalty: 901.784363
	Iteration 18Q: 3 clusters Score -1049932 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1050031.250000 Penalty: 901.784363
	Iteration 19Q: 3 clusters Score -1050031 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -1050145.500000 Penalty: 901.784363
	Iteration 20F: 3 clusters Score -1050146 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1050250.750000 Penalty: 901.784363
	Iteration 21Q: 3 clusters Score -1050251 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1050356.000000 Penalty: 901.784363
	Iteration 22Q: 3 clusters Score -1050356 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -1050466.375000 Penalty: 901.784363
	Iteration 23Q: 3 clusters Score -1050466 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -1050560.125000 Penalty: 901.784363
	Iteration 24Q: 3 clusters Score -1050560 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1050651.125000 Penalty: 901.784363
	Iteration 25Q: 3 clusters Score -1050651 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1050737.125000 Penalty: 901.784363
	Iteration 26Q: 3 clusters Score -1050737 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1050827.000000 Penalty: 901.784363
	Iteration 27Q: 3 clusters Score -1050827 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -1050915.125000 Penalty: 901.784363
	Iteration 28Q: 3 clusters Score -1050915 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -1051008.250000 Penalty: 901.784363
	Iteration 29Q: 3 clusters Score -1051008 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -1051096.500000 Penalty: 901.784363
	Iteration 30Q: 3 clusters Score -1051096 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1051164.375000 Penalty: 901.784363
	Iteration 31Q: 3 clusters Score -1051164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -1051223.625000 Penalty: 901.784363
	Iteration 32Q: 3 clusters Score -1051224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1051271.125000 Penalty: 901.784363
	Iteration 33Q: 3 clusters Score -1051271 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1051304.875000 Penalty: 901.784363
	Iteration 34Q: 3 clusters Score -1051305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -1051333.250000 Penalty: 901.784363
	Iteration 35Q: 3 clusters Score -1051333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -1051354.750000 Penalty: 901.784363
	Iteration 36Q: 3 clusters Score -1051355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1051381.375000 Penalty: 901.784363
	Iteration 37Q: 3 clusters Score -1051381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -1051394.375000 Penalty: 901.784363
	Iteration 38Q: 3 clusters Score -1051394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -1051406.875000 Penalty: 901.784363
	Iteration 39Q: 3 clusters Score -1051407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -1051414.250000 Penalty: 901.784363
	Iteration 40F: 3 clusters Score -1051414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -1051424.125000 Penalty: 901.784363
	Iteration 41Q: 3 clusters Score -1051424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -1051430.750000 Penalty: 901.784363
	Iteration 42Q: 3 clusters Score -1051431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1051433.250000 Penalty: 901.784363
	Iteration 43Q: 3 clusters Score -1051433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -1051434.625000 Penalty: 901.784363
	Iteration 44Q: 3 clusters Score -1051435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1051434.750000 Penalty: 901.784363
	Iteration 45Q: 3 clusters Score -1051435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1051434.750000 Penalty: 901.784363
	Iteration 46F: 3 clusters Score -1051435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (62970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Entering Unmasked Estep 
Score: -3420996.750000 Penalty: 502.793854
	Iteration 0F: 2 clusters Score -3420997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -3378575.750000 Penalty: 1005.587708
	Iteration 0F: 3 clusters Score -3378576 nChanged 30486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -3396942.250000 Penalty: 1005.587708
	Iteration 1F: 3 clusters Score -3396942 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3397422.500000 Penalty: 1005.587708
	Iteration 2Q: 3 clusters Score -3397422 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3397975.750000 Penalty: 1005.587708
	Iteration 3Q: 3 clusters Score -3397976 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3398751.250000 Penalty: 1005.587708
	Iteration 4Q: 3 clusters Score -3398751 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3399810.750000 Penalty: 1005.587708
	Iteration 5Q: 3 clusters Score -3399811 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3401381.750000 Penalty: 1005.587708
	Iteration 6Q: 3 clusters Score -3401382 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -3403793.250000 Penalty: 1005.587708
	Iteration 7F: 3 clusters Score -3403793 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3407042.250000 Penalty: 1005.587708
	Iteration 8F: 3 clusters Score -3407042 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3409987.250000 Penalty: 1005.587708
	Iteration 9F: 3 clusters Score -3409987 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3411663.000000 Penalty: 1005.587708
	Iteration 10Q: 3 clusters Score -3411663 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3412654.000000 Penalty: 1005.587708
	Iteration 11Q: 3 clusters Score -3412654 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3413427.500000 Penalty: 1005.587708
	Iteration 12Q: 3 clusters Score -3413428 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3414274.500000 Penalty: 1005.587708
	Iteration 13Q: 3 clusters Score -3414274 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54250 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3415231.500000 Penalty: 1005.587708
	Iteration 14Q: 3 clusters Score -3415232 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3416148.000000 Penalty: 1005.587708
	Iteration 15Q: 3 clusters Score -3416148 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3417035.250000 Penalty: 1005.587708
	Iteration 16Q: 3 clusters Score -3417035 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -3417824.000000 Penalty: 1005.587708
	Iteration 17Q: 3 clusters Score -3417824 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3418590.250000 Penalty: 1005.587708
	Iteration 18Q: 3 clusters Score -3418590 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60342 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3419204.750000 Penalty: 1005.587708
	Iteration 19Q: 3 clusters Score -3419205 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3419674.750000 Penalty: 1005.587708
	Iteration 20F: 3 clusters Score -3419675 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3420004.000000 Penalty: 1005.587708
	Iteration 21Q: 3 clusters Score -3420004 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3420236.250000 Penalty: 1005.587708
	Iteration 22Q: 3 clusters Score -3420236 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3420391.750000 Penalty: 1005.587708
	Iteration 23Q: 3 clusters Score -3420392 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3420479.000000 Penalty: 1005.587708
	Iteration 24Q: 3 clusters Score -3420479 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62294 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3420540.500000 Penalty: 1005.587708
	Iteration 25Q: 3 clusters Score -3420540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3420590.500000 Penalty: 1005.587708
	Iteration 26Q: 3 clusters Score -3420590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3420607.750000 Penalty: 1005.587708
	Iteration 27Q: 3 clusters Score -3420608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3420634.250000 Penalty: 1005.587708
	Iteration 28Q: 3 clusters Score -3420634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3420645.000000 Penalty: 1005.587708
	Iteration 29Q: 3 clusters Score -3420645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3420653.250000 Penalty: 1005.587708
	Iteration 30Q: 3 clusters Score -3420653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3420662.000000 Penalty: 1005.587708
	Iteration 31Q: 3 clusters Score -3420662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3420666.250000 Penalty: 1005.587708
	Iteration 32Q: 3 clusters Score -3420666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3420673.500000 Penalty: 1005.587708
	Iteration 33Q: 3 clusters Score -3420674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3420677.250000 Penalty: 1005.587708
	Iteration 34Q: 3 clusters Score -3420677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3420677.500000 Penalty: 1005.587708
	Iteration 35Q: 3 clusters Score -3420678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3420680.000000 Penalty: 1005.587708
	Iteration 36Q: 3 clusters Score -3420680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3420686.250000 Penalty: 1005.587708
	Iteration 37Q: 3 clusters Score -3420686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3420687.750000 Penalty: 1005.587708
	Iteration 38Q: 3 clusters Score -3420688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3420689.000000 Penalty: 1005.587708
	Iteration 39Q: 3 clusters Score -3420689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3420692.500000 Penalty: 1005.587708
	Iteration 40F: 3 clusters Score -3420692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3420701.500000 Penalty: 1005.587708
	Iteration 41Q: 3 clusters Score -3420702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3420701.250000 Penalty: 1005.587708
	Iteration 42Q: 3 clusters Score -3420701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3420701.250000 Penalty: 1005.587708
	Iteration 43Q: 3 clusters Score -3420701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3420703.250000 Penalty: 1005.587708
	Iteration 44Q: 3 clusters Score -3420703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3420704.250000 Penalty: 1005.587708
	Iteration 45Q: 3 clusters Score -3420704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3420703.500000 Penalty: 1005.587708
	Iteration 46Q: 3 clusters Score -3420704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3420700.000000 Penalty: 1005.587708
	Iteration 47Q: 3 clusters Score -3420700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3420700.000000 Penalty: 1005.587708
	Iteration 48F: 3 clusters Score -3420700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Entering Unmasked Estep 
Score: -964011.562500 Penalty: 446.765350
	Iteration 0F: 2 clusters Score -964011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -951717.187500 Penalty: 893.530701
	Iteration 0F: 3 clusters Score -951717.2 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -957015.312500 Penalty: 893.530701
	Iteration 1F: 3 clusters Score -957015.3 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -957339.875000 Penalty: 893.530701
	Iteration 2F: 3 clusters Score -957339.9 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -957625.562500 Penalty: 893.530701
	Iteration 3Q: 3 clusters Score -957625.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -957941.187500 Penalty: 893.530701
	Iteration 4Q: 3 clusters Score -957941.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -958397.375000 Penalty: 893.530701
	Iteration 5Q: 3 clusters Score -958397.4 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -959063.000000 Penalty: 893.530701
	Iteration 6F: 3 clusters Score -959063 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -959869.375000 Penalty: 893.530701
	Iteration 7F: 3 clusters Score -959869.4 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -960465.375000 Penalty: 893.530701
	Iteration 8F: 3 clusters Score -960465.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -960735.687500 Penalty: 893.530701
	Iteration 9Q: 3 clusters Score -960735.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -960841.625000 Penalty: 893.530701
	Iteration 10Q: 3 clusters Score -960841.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -960907.625000 Penalty: 893.530701
	Iteration 11Q: 3 clusters Score -960907.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -960961.937500 Penalty: 893.530701
	Iteration 12Q: 3 clusters Score -960961.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -961014.750000 Penalty: 893.530701
	Iteration 13Q: 3 clusters Score -961014.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -961084.000000 Penalty: 893.530701
	Iteration 14Q: 3 clusters Score -961084 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -961158.625000 Penalty: 893.530701
	Iteration 15Q: 3 clusters Score -961158.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -961251.375000 Penalty: 893.530701
	Iteration 16Q: 3 clusters Score -961251.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -961368.125000 Penalty: 893.530701
	Iteration 17Q: 3 clusters Score -961368.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -961505.687500 Penalty: 893.530701
	Iteration 18Q: 3 clusters Score -961505.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -961649.937500 Penalty: 893.530701
	Iteration 19Q: 3 clusters Score -961649.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -961795.125000 Penalty: 893.530701
	Iteration 20F: 3 clusters Score -961795.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -961916.375000 Penalty: 893.530701
	Iteration 21Q: 3 clusters Score -961916.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -962021.375000 Penalty: 893.530701
	Iteration 22Q: 3 clusters Score -962021.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -962135.125000 Penalty: 893.530701
	Iteration 23Q: 3 clusters Score -962135.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -962245.062500 Penalty: 893.530701
	Iteration 24Q: 3 clusters Score -962245.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -962342.687500 Penalty: 893.530701
	Iteration 25Q: 3 clusters Score -962342.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -962449.250000 Penalty: 893.530701
	Iteration 26Q: 3 clusters Score -962449.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -962548.687500 Penalty: 893.530701
	Iteration 27Q: 3 clusters Score -962548.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -962653.875000 Penalty: 893.530701
	Iteration 28Q: 3 clusters Score -962653.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -962767.250000 Penalty: 893.530701
	Iteration 29Q: 3 clusters Score -962767.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -962886.937500 Penalty: 893.530701
	Iteration 30Q: 3 clusters Score -962886.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -963037.375000 Penalty: 893.530701
	Iteration 31Q: 3 clusters Score -963037.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -963180.312500 Penalty: 893.530701
	Iteration 32Q: 3 clusters Score -963180.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -963306.062500 Penalty: 893.530701
	Iteration 33Q: 3 clusters Score -963306.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -963402.562500 Penalty: 893.530701
	Iteration 34Q: 3 clusters Score -963402.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -963451.875000 Penalty: 893.530701
	Iteration 35Q: 3 clusters Score -963451.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -963478.187500 Penalty: 893.530701
	Iteration 36Q: 3 clusters Score -963478.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -963492.500000 Penalty: 893.530701
	Iteration 37Q: 3 clusters Score -963492.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -963502.125000 Penalty: 893.530701
	Iteration 38Q: 3 clusters Score -963502.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -963510.625000 Penalty: 893.530701
	Iteration 39Q: 3 clusters Score -963510.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -963566.625000 Penalty: 893.530701
	Iteration 40F: 3 clusters Score -963566.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -963590.375000 Penalty: 893.530701
	Iteration 41Q: 3 clusters Score -963590.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -963597.750000 Penalty: 893.530701
	Iteration 42Q: 3 clusters Score -963597.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -963605.937500 Penalty: 893.530701
	Iteration 43Q: 3 clusters Score -963605.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -963607.312500 Penalty: 893.530701
	Iteration 44Q: 3 clusters Score -963607.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -963611.812500 Penalty: 893.530701
	Iteration 45Q: 3 clusters Score -963611.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -963614.250000 Penalty: 893.530701
	Iteration 46Q: 3 clusters Score -963614.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -963615.062500 Penalty: 893.530701
	Iteration 47Q: 3 clusters Score -963615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -963614.625000 Penalty: 893.530701
	Iteration 48Q: 3 clusters Score -963614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -963612.937500 Penalty: 893.530701
	Iteration 49Q: 3 clusters Score -963612.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -963613.375000 Penalty: 893.530701
	Iteration 50Q: 3 clusters Score -963613.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -963612.750000 Penalty: 893.530701
	Iteration 51Q: 3 clusters Score -963612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -963614.437500 Penalty: 893.530701
	Iteration 52Q: 3 clusters Score -963614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -963613.187500 Penalty: 893.530701
	Iteration 53Q: 3 clusters Score -963613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -963613.000000 Penalty: 893.530701
	Iteration 54Q: 3 clusters Score -963613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -963613.437500 Penalty: 893.530701
	Iteration 55Q: 3 clusters Score -963613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -963614.625000 Penalty: 893.530701
	Iteration 56Q: 3 clusters Score -963614.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -963615.437500 Penalty: 893.530701
	Iteration 57Q: 3 clusters Score -963615.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -963615.750000 Penalty: 893.530701
	Iteration 58Q: 3 clusters Score -963615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -963616.187500 Penalty: 893.530701
	Iteration 59Q: 3 clusters Score -963616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -963615.437500 Penalty: 893.530701
	Iteration 60F: 3 clusters Score -963615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -963615.187500 Penalty: 893.530701
	Iteration 61Q: 3 clusters Score -963615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -963616.375000 Penalty: 893.530701
	Iteration 62Q: 3 clusters Score -963616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -963614.937500 Penalty: 893.530701
	Iteration 63Q: 3 clusters Score -963614.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -963614.937500 Penalty: 893.530701
	Iteration 64F: 3 clusters Score -963614.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (82468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Entering Unmasked Estep 
Score: -4358078.500000 Penalty: 515.067566
	Iteration 0F: 2 clusters Score -4358078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -4302669.500000 Penalty: 1030.135132
	Iteration 0F: 3 clusters Score -4302670 nChanged 40407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -4327842.000000 Penalty: 1030.135132
	Iteration 1F: 3 clusters Score -4327842 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -4329144.000000 Penalty: 1030.135132
	Iteration 2Q: 3 clusters Score -4329144 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -4331100.000000 Penalty: 1030.135132
	Iteration 3Q: 3 clusters Score -4331100 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -4333991.500000 Penalty: 1030.135132
	Iteration 4F: 3 clusters Score -4333992 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -4338242.500000 Penalty: 1030.135132
	Iteration 5F: 3 clusters Score -4338242 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -4342714.000000 Penalty: 1030.135132
	Iteration 6F: 3 clusters Score -4342714 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -4345350.500000 Penalty: 1030.135132
	Iteration 7F: 3 clusters Score -4345350 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -4346423.500000 Penalty: 1030.135132
	Iteration 8Q: 3 clusters Score -4346424 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -4346859.500000 Penalty: 1030.135132
	Iteration 9Q: 3 clusters Score -4346860 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -4347217.500000 Penalty: 1030.135132
	Iteration 10Q: 3 clusters Score -4347218 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -4347517.500000 Penalty: 1030.135132
	Iteration 11Q: 3 clusters Score -4347518 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -4347843.500000 Penalty: 1030.135132
	Iteration 12Q: 3 clusters Score -4347844 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -4348237.000000 Penalty: 1030.135132
	Iteration 13Q: 3 clusters Score -4348237 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -4348593.500000 Penalty: 1030.135132
	Iteration 14Q: 3 clusters Score -4348594 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -4348994.000000 Penalty: 1030.135132
	Iteration 15Q: 3 clusters Score -4348994 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -4349451.500000 Penalty: 1030.135132
	Iteration 16Q: 3 clusters Score -4349452 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 64092 members 
Entering Unmasked Estep 
Score: -4349934.500000 Penalty: 1030.135132
	Iteration 17Q: 3 clusters Score -4349934 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -4350452.000000 Penalty: 1030.135132
	Iteration 18Q: 3 clusters Score -4350452 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -4350992.500000 Penalty: 1030.135132
	Iteration 19Q: 3 clusters Score -4350992 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -4351535.000000 Penalty: 1030.135132
	Iteration 20F: 3 clusters Score -4351535 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -4352115.000000 Penalty: 1030.135132
	Iteration 21Q: 3 clusters Score -4352115 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 71335 members 
Entering Unmasked Estep 
Score: -4352693.000000 Penalty: 1030.135132
	Iteration 22Q: 3 clusters Score -4352693 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -4353259.000000 Penalty: 1030.135132
	Iteration 23Q: 3 clusters Score -4353259 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -4353832.000000 Penalty: 1030.135132
	Iteration 24Q: 3 clusters Score -4353832 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -4354454.000000 Penalty: 1030.135132
	Iteration 25Q: 3 clusters Score -4354454 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -4355072.500000 Penalty: 1030.135132
	Iteration 26Q: 3 clusters Score -4355072 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -4355609.000000 Penalty: 1030.135132
	Iteration 27Q: 3 clusters Score -4355609 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -4356118.500000 Penalty: 1030.135132
	Iteration 28Q: 3 clusters Score -4356118 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -4356518.500000 Penalty: 1030.135132
	Iteration 29Q: 3 clusters Score -4356518 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 80029 members 
Entering Unmasked Estep 
Score: -4356825.500000 Penalty: 1030.135132
	Iteration 30Q: 3 clusters Score -4356826 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -4357024.000000 Penalty: 1030.135132
	Iteration 31Q: 3 clusters Score -4357024 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -4357211.500000 Penalty: 1030.135132
	Iteration 32Q: 3 clusters Score -4357212 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -4357362.500000 Penalty: 1030.135132
	Iteration 33Q: 3 clusters Score -4357362 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -4357464.000000 Penalty: 1030.135132
	Iteration 34Q: 3 clusters Score -4357464 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -4357531.500000 Penalty: 1030.135132
	Iteration 35Q: 3 clusters Score -4357532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -4357579.000000 Penalty: 1030.135132
	Iteration 36Q: 3 clusters Score -4357579 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -4357632.000000 Penalty: 1030.135132
	Iteration 37Q: 3 clusters Score -4357632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -4357663.500000 Penalty: 1030.135132
	Iteration 38Q: 3 clusters Score -4357664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -4357684.500000 Penalty: 1030.135132
	Iteration 39Q: 3 clusters Score -4357684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 82073 members 
Entering Unmasked Estep 
Score: -4357700.500000 Penalty: 1030.135132
	Iteration 40F: 3 clusters Score -4357700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -4357707.500000 Penalty: 1030.135132
	Iteration 41Q: 3 clusters Score -4357708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -4357720.500000 Penalty: 1030.135132
	Iteration 42Q: 3 clusters Score -4357720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -4357720.500000 Penalty: 1030.135132
	Iteration 43Q: 3 clusters Score -4357720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 82160 members 
Entering Unmasked Estep 
Score: -4357722.500000 Penalty: 1030.135132
	Iteration 44Q: 3 clusters Score -4357722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -4357725.000000 Penalty: 1030.135132
	Iteration 45Q: 3 clusters Score -4357725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -4357725.000000 Penalty: 1030.135132
	Iteration 46Q: 3 clusters Score -4357725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -4357728.000000 Penalty: 1030.135132
	Iteration 47Q: 3 clusters Score -4357728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -4357736.500000 Penalty: 1030.135132
	Iteration 48Q: 3 clusters Score -4357736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -4357735.000000 Penalty: 1030.135132
	Iteration 49Q: 3 clusters Score -4357735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 82201 members 
Entering Unmasked Estep 
Score: -4357737.500000 Penalty: 1030.135132
	Iteration 50Q: 3 clusters Score -4357738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 82207 members 
Entering Unmasked Estep 
Score: -4357731.500000 Penalty: 1030.135132
	Iteration 51Q: 3 clusters Score -4357732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -4357738.000000 Penalty: 1030.135132
	Iteration 52Q: 3 clusters Score -4357738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -4357743.000000 Penalty: 1030.135132
	Iteration 53Q: 3 clusters Score -4357743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 82224 members 
Entering Unmasked Estep 
Score: -4357742.500000 Penalty: 1030.135132
	Iteration 54Q: 3 clusters Score -4357742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -4357739.000000 Penalty: 1030.135132
	Iteration 55Q: 3 clusters Score -4357739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -4357743.000000 Penalty: 1030.135132
	Iteration 56Q: 3 clusters Score -4357743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -4357742.000000 Penalty: 1030.135132
	Iteration 57Q: 3 clusters Score -4357742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -4357742.000000 Penalty: 1030.135132
	Iteration 58Q: 3 clusters Score -4357742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -4357747.500000 Penalty: 1030.135132
	Iteration 59Q: 3 clusters Score -4357748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 82248 members 
Entering Unmasked Estep 
Score: -4357752.000000 Penalty: 1030.135132
	Iteration 60F: 3 clusters Score -4357752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 82250 members 
Entering Unmasked Estep 
Score: -4357752.500000 Penalty: 1030.135132
	Iteration 61Q: 3 clusters Score -4357752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -4357755.500000 Penalty: 1030.135132
	Iteration 62Q: 3 clusters Score -4357756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -4357755.000000 Penalty: 1030.135132
	Iteration 63Q: 3 clusters Score -4357755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -4357752.500000 Penalty: 1030.135132
	Iteration 64Q: 3 clusters Score -4357752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 82256 members 
Entering Unmasked Estep 
Score: -4357753.000000 Penalty: 1030.135132
	Iteration 65Q: 3 clusters Score -4357753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -4357757.000000 Penalty: 1030.135132
	Iteration 66Q: 3 clusters Score -4357757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -4357755.000000 Penalty: 1030.135132
	Iteration 67Q: 3 clusters Score -4357755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -4357753.500000 Penalty: 1030.135132
	Iteration 68Q: 3 clusters Score -4357754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -4357753.500000 Penalty: 1030.135132
	Iteration 69F: 3 clusters Score -4357754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -128427.585938 Penalty: 354.926056
	Iteration 0F: 2 clusters Score -128427.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -126742.132812 Penalty: 709.852112
	Iteration 0F: 3 clusters Score -126742.1 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -127366.804688 Penalty: 709.852112
	Iteration 1F: 3 clusters Score -127366.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -127463.695312 Penalty: 709.852112
	Iteration 2F: 3 clusters Score -127463.7 nChanged 154
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: -127548.406250 Penalty: 709.852112
	Iteration 3F: 3 clusters Score -127548.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -127643.585938 Penalty: 709.852112
	Iteration 4F: 3 clusters Score -127643.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -127753.515625 Penalty: 709.852112
	Iteration 5F: 3 clusters Score -127753.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -127851.617188 Penalty: 709.852112
	Iteration 6Q: 3 clusters Score -127851.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -127935.351562 Penalty: 709.852112
	Iteration 7Q: 3 clusters Score -127935.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -127982.171875 Penalty: 709.852112
	Iteration 8Q: 3 clusters Score -127982.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -128012.515625 Penalty: 709.852112
	Iteration 9Q: 3 clusters Score -128012.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -128027.976562 Penalty: 709.852112
	Iteration 10Q: 3 clusters Score -128028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -128041.046875 Penalty: 709.852112
	Iteration 11Q: 3 clusters Score -128041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128051.804688 Penalty: 709.852112
	Iteration 12Q: 3 clusters Score -128051.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128070.406250 Penalty: 709.852112
	Iteration 13Q: 3 clusters Score -128070.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -128092.515625 Penalty: 709.852112
	Iteration 14Q: 3 clusters Score -128092.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -128106.664062 Penalty: 709.852112
	Iteration 15Q: 3 clusters Score -128106.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -128114.742188 Penalty: 709.852112
	Iteration 16Q: 3 clusters Score -128114.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128124.335938 Penalty: 709.852112
	Iteration 17Q: 3 clusters Score -128124.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -128132.718750 Penalty: 709.852112
	Iteration 18Q: 3 clusters Score -128132.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -128138.390625 Penalty: 709.852112
	Iteration 19Q: 3 clusters Score -128138.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128146.390625 Penalty: 709.852112
	Iteration 20F: 3 clusters Score -128146.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -128152.398438 Penalty: 709.852112
	Iteration 21Q: 3 clusters Score -128152.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -128156.054688 Penalty: 709.852112
	Iteration 22Q: 3 clusters Score -128156.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -128157.828125 Penalty: 709.852112
	Iteration 23Q: 3 clusters Score -128157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -128157.898438 Penalty: 709.852112
	Iteration 24Q: 3 clusters Score -128157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -128158.046875 Penalty: 709.852112
	Iteration 25Q: 3 clusters Score -128158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128158.171875 Penalty: 709.852112
	Iteration 26Q: 3 clusters Score -128158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128158.382812 Penalty: 709.852112
	Iteration 27Q: 3 clusters Score -128158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -128158.468750 Penalty: 709.852112
	Iteration 28Q: 3 clusters Score -128158.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -128159.507812 Penalty: 709.852112
	Iteration 29Q: 3 clusters Score -128159.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -128161.359375 Penalty: 709.852112
	Iteration 30Q: 3 clusters Score -128161.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128164.234375 Penalty: 709.852112
	Iteration 31Q: 3 clusters Score -128164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -128166.078125 Penalty: 709.852112
	Iteration 32Q: 3 clusters Score -128166.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -128168.281250 Penalty: 709.852112
	Iteration 33Q: 3 clusters Score -128168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -128169.265625 Penalty: 709.852112
	Iteration 34Q: 3 clusters Score -128169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -128171.734375 Penalty: 709.852112
	Iteration 35Q: 3 clusters Score -128171.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -128174.804688 Penalty: 709.852112
	Iteration 36Q: 3 clusters Score -128174.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -128178.203125 Penalty: 709.852112
	Iteration 37Q: 3 clusters Score -128178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -128180.820312 Penalty: 709.852112
	Iteration 38Q: 3 clusters Score -128180.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -128181.085938 Penalty: 709.852112
	Iteration 39Q: 3 clusters Score -128181.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -128181.250000 Penalty: 709.852112
	Iteration 40F: 3 clusters Score -128181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Entering Unmasked Estep 
Score: -821243.625000 Penalty: 438.073883
	Iteration 0F: 2 clusters Score -821243.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -811218.375000 Penalty: 876.147766
	Iteration 0F: 3 clusters Score -811218.4 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -814979.875000 Penalty: 876.147766
	Iteration 1F: 3 clusters Score -814979.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -815120.687500 Penalty: 876.147766
	Iteration 2Q: 3 clusters Score -815120.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -815334.937500 Penalty: 876.147766
	Iteration 3Q: 3 clusters Score -815334.9 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -815690.562500 Penalty: 876.147766
	Iteration 4F: 3 clusters Score -815690.6 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -816285.312500 Penalty: 876.147766
	Iteration 5F: 3 clusters Score -816285.3 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -817160.750000 Penalty: 876.147766
	Iteration 6F: 3 clusters Score -817160.8 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -818289.875000 Penalty: 876.147766
	Iteration 7F: 3 clusters Score -818289.9 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -819321.812500 Penalty: 876.147766
	Iteration 8F: 3 clusters Score -819321.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -820037.625000 Penalty: 876.147766
	Iteration 9Q: 3 clusters Score -820037.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -820411.250000 Penalty: 876.147766
	Iteration 10Q: 3 clusters Score -820411.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -820626.875000 Penalty: 876.147766
	Iteration 11Q: 3 clusters Score -820626.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -820738.500000 Penalty: 876.147766
	Iteration 12Q: 3 clusters Score -820738.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -820794.500000 Penalty: 876.147766
	Iteration 13Q: 3 clusters Score -820794.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -820822.125000 Penalty: 876.147766
	Iteration 14Q: 3 clusters Score -820822.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -820838.562500 Penalty: 876.147766
	Iteration 15Q: 3 clusters Score -820838.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -820862.125000 Penalty: 876.147766
	Iteration 16Q: 3 clusters Score -820862.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -820870.000000 Penalty: 876.147766
	Iteration 17Q: 3 clusters Score -820870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -820875.812500 Penalty: 876.147766
	Iteration 18Q: 3 clusters Score -820875.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -820879.250000 Penalty: 876.147766
	Iteration 19Q: 3 clusters Score -820879.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -820886.875000 Penalty: 876.147766
	Iteration 20F: 3 clusters Score -820886.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -820897.625000 Penalty: 876.147766
	Iteration 21Q: 3 clusters Score -820897.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -820905.250000 Penalty: 876.147766
	Iteration 22Q: 3 clusters Score -820905.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -820908.062500 Penalty: 876.147766
	Iteration 23Q: 3 clusters Score -820908.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -820910.562500 Penalty: 876.147766
	Iteration 24Q: 3 clusters Score -820910.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -820911.500000 Penalty: 876.147766
	Iteration 25Q: 3 clusters Score -820911.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -820914.312500 Penalty: 876.147766
	Iteration 26Q: 3 clusters Score -820914.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -820920.500000 Penalty: 876.147766
	Iteration 27Q: 3 clusters Score -820920.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -820926.125000 Penalty: 876.147766
	Iteration 28Q: 3 clusters Score -820926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -820931.437500 Penalty: 876.147766
	Iteration 29Q: 3 clusters Score -820931.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -820934.437500 Penalty: 876.147766
	Iteration 30Q: 3 clusters Score -820934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -820937.937500 Penalty: 876.147766
	Iteration 31Q: 3 clusters Score -820937.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -820939.875000 Penalty: 876.147766
	Iteration 32Q: 3 clusters Score -820939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -820941.062500 Penalty: 876.147766
	Iteration 33Q: 3 clusters Score -820941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -820941.812500 Penalty: 876.147766
	Iteration 34Q: 3 clusters Score -820941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -820942.125000 Penalty: 876.147766
	Iteration 35Q: 3 clusters Score -820942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -820943.187500 Penalty: 876.147766
	Iteration 36Q: 3 clusters Score -820943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -820943.187500 Penalty: 876.147766
	Iteration 37F: 3 clusters Score -820943.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (72948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Entering Unmasked Estep 
Score: -3930668.000000 Penalty: 509.486359
	Iteration 0F: 2 clusters Score -3930668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -3881361.000000 Penalty: 1018.972717
	Iteration 0F: 3 clusters Score -3881361 nChanged 35473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -3902554.750000 Penalty: 1018.972717
	Iteration 1F: 3 clusters Score -3902555 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -3903417.500000 Penalty: 1018.972717
	Iteration 2Q: 3 clusters Score -3903418 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3904870.500000 Penalty: 1018.972717
	Iteration 3Q: 3 clusters Score -3904870 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3907617.250000 Penalty: 1018.972717
	Iteration 4F: 3 clusters Score -3907617 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3912402.000000 Penalty: 1018.972717
	Iteration 5F: 3 clusters Score -3912402 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3918980.500000 Penalty: 1018.972717
	Iteration 6F: 3 clusters Score -3918980 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3925141.500000 Penalty: 1018.972717
	Iteration 7F: 3 clusters Score -3925142 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3928701.750000 Penalty: 1018.972717
	Iteration 8Q: 3 clusters Score -3928702 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72591 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3929859.750000 Penalty: 1018.972717
	Iteration 9Q: 3 clusters Score -3929860 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -3930108.250000 Penalty: 1018.972717
	Iteration 10Q: 3 clusters Score -3930108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -3930185.750000 Penalty: 1018.972717
	Iteration 11Q: 3 clusters Score -3930186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 25 members 
Entering Unmasked Estep 
Score: -3930207.750000 Penalty: 1018.972717
	Iteration 12Q: 3 clusters Score -3930208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -3930213.500000 Penalty: 1018.972717
	Iteration 13Q: 3 clusters Score -3930214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72926 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -3930220.750000 Penalty: 1018.972717
	Iteration 14Q: 3 clusters Score -3930221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 21 members 
Entering Unmasked Estep 
Score: -3930222.000000 Penalty: 1018.972717
	Iteration 15Q: 3 clusters Score -3930222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -3930224.250000 Penalty: 1018.972717
	Iteration 16Q: 3 clusters Score -3930224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 20 members 
Entering Unmasked Estep 
Score: -3930224.250000 Penalty: 1018.972717
	Iteration 17F: 3 clusters Score -3930224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (66961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Entering Unmasked Estep 
Score: -3718286.000000 Penalty: 505.589905
	Iteration 0F: 2 clusters Score -3718286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -3672987.250000 Penalty: 1011.179810
	Iteration 0F: 3 clusters Score -3672987 nChanged 32644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -3693021.750000 Penalty: 1011.179810
	Iteration 1F: 3 clusters Score -3693022 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -3694198.250000 Penalty: 1011.179810
	Iteration 2Q: 3 clusters Score -3694198 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -3696062.750000 Penalty: 1011.179810
	Iteration 3F: 3 clusters Score -3696063 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -3699412.500000 Penalty: 1011.179810
	Iteration 4F: 3 clusters Score -3699412 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -3704695.500000 Penalty: 1011.179810
	Iteration 5F: 3 clusters Score -3704696 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -3710842.250000 Penalty: 1011.179810
	Iteration 6F: 3 clusters Score -3710842 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -3715213.500000 Penalty: 1011.179810
	Iteration 7F: 3 clusters Score -3715214 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -3717043.000000 Penalty: 1011.179810
	Iteration 8Q: 3 clusters Score -3717043 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -3717598.250000 Penalty: 1011.179810
	Iteration 9Q: 3 clusters Score -3717598 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -3717746.000000 Penalty: 1011.179810
	Iteration 10Q: 3 clusters Score -3717746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -3717800.000000 Penalty: 1011.179810
	Iteration 11Q: 3 clusters Score -3717800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -3717830.250000 Penalty: 1011.179810
	Iteration 12Q: 3 clusters Score -3717830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -3717840.750000 Penalty: 1011.179810
	Iteration 13Q: 3 clusters Score -3717841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -3717845.000000 Penalty: 1011.179810
	Iteration 14Q: 3 clusters Score -3717845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -3717849.000000 Penalty: 1011.179810
	Iteration 15Q: 3 clusters Score -3717849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -3717850.000000 Penalty: 1011.179810
	Iteration 16Q: 3 clusters Score -3717850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 66886 members 
Entering Unmasked Estep 
Score: -3717850.000000 Penalty: 1011.179810
	Iteration 17F: 3 clusters Score -3717850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (121816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121816 members 
Entering Unmasked Estep 
Score: -6512601.500000 Penalty: 532.817139
	Iteration 0F: 2 clusters Score -6512602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61057 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -6436325.000000 Penalty: 1065.634277
	Iteration 0F: 3 clusters Score -6436325 nChanged 59643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -6471612.000000 Penalty: 1065.634277
	Iteration 1F: 3 clusters Score -6471612 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -6472739.000000 Penalty: 1065.634277
	Iteration 2Q: 3 clusters Score -6472739 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -6474912.000000 Penalty: 1065.634277
	Iteration 3Q: 3 clusters Score -6474912 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -6478811.000000 Penalty: 1065.634277
	Iteration 4F: 3 clusters Score -6478811 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -6485154.500000 Penalty: 1065.634277
	Iteration 5F: 3 clusters Score -6485154 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95028 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -6492866.000000 Penalty: 1065.634277
	Iteration 6F: 3 clusters Score -6492866 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101460 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -6499535.500000 Penalty: 1065.634277
	Iteration 7F: 3 clusters Score -6499536 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104864 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -6503525.000000 Penalty: 1065.634277
	Iteration 8Q: 3 clusters Score -6503525 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106523 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -6505480.000000 Penalty: 1065.634277
	Iteration 9Q: 3 clusters Score -6505480 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -6506422.500000 Penalty: 1065.634277
	Iteration 10Q: 3 clusters Score -6506422 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -6507038.500000 Penalty: 1065.634277
	Iteration 11Q: 3 clusters Score -6507038 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109294 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -6507430.000000 Penalty: 1065.634277
	Iteration 12Q: 3 clusters Score -6507430 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110021 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -6507804.500000 Penalty: 1065.634277
	Iteration 13Q: 3 clusters Score -6507804 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110689 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -6508139.500000 Penalty: 1065.634277
	Iteration 14Q: 3 clusters Score -6508140 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111312 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -6508448.500000 Penalty: 1065.634277
	Iteration 15Q: 3 clusters Score -6508448 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111912 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -6508713.000000 Penalty: 1065.634277
	Iteration 16Q: 3 clusters Score -6508713 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112482 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -6508966.500000 Penalty: 1065.634277
	Iteration 17Q: 3 clusters Score -6508966 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113053 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -6509247.000000 Penalty: 1065.634277
	Iteration 18Q: 3 clusters Score -6509247 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113588 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -6509463.000000 Penalty: 1065.634277
	Iteration 19Q: 3 clusters Score -6509463 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114054 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -6509675.500000 Penalty: 1065.634277
	Iteration 20F: 3 clusters Score -6509676 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -6509887.500000 Penalty: 1065.634277
	Iteration 21Q: 3 clusters Score -6509888 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114906 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -6510079.000000 Penalty: 1065.634277
	Iteration 22Q: 3 clusters Score -6510079 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115273 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -6510207.000000 Penalty: 1065.634277
	Iteration 23Q: 3 clusters Score -6510207 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -6510347.000000 Penalty: 1065.634277
	Iteration 24Q: 3 clusters Score -6510347 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -6510483.500000 Penalty: 1065.634277
	Iteration 25Q: 3 clusters Score -6510484 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116261 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -6510649.500000 Penalty: 1065.634277
	Iteration 26Q: 3 clusters Score -6510650 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116553 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -6510799.500000 Penalty: 1065.634277
	Iteration 27Q: 3 clusters Score -6510800 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116822 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -6510912.500000 Penalty: 1065.634277
	Iteration 28Q: 3 clusters Score -6510912 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -6511029.500000 Penalty: 1065.634277
	Iteration 29Q: 3 clusters Score -6511030 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117329 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -6511138.000000 Penalty: 1065.634277
	Iteration 30Q: 3 clusters Score -6511138 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117577 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -6511215.500000 Penalty: 1065.634277
	Iteration 31Q: 3 clusters Score -6511216 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117803 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -6511334.000000 Penalty: 1065.634277
	Iteration 32Q: 3 clusters Score -6511334 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118009 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6511457.500000 Penalty: 1065.634277
	Iteration 33Q: 3 clusters Score -6511458 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118193 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -6511527.000000 Penalty: 1065.634277
	Iteration 34Q: 3 clusters Score -6511527 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118378 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -6511659.500000 Penalty: 1065.634277
	Iteration 35Q: 3 clusters Score -6511660 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118559 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -6511759.000000 Penalty: 1065.634277
	Iteration 36Q: 3 clusters Score -6511759 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6511857.000000 Penalty: 1065.634277
	Iteration 37Q: 3 clusters Score -6511857 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118867 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6511950.500000 Penalty: 1065.634277
	Iteration 38Q: 3 clusters Score -6511950 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118970 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6512017.500000 Penalty: 1065.634277
	Iteration 39Q: 3 clusters Score -6512018 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6512065.000000 Penalty: 1065.634277
	Iteration 40F: 3 clusters Score -6512065 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119153 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6512100.000000 Penalty: 1065.634277
	Iteration 41Q: 3 clusters Score -6512100 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119246 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6512138.000000 Penalty: 1065.634277
	Iteration 42Q: 3 clusters Score -6512138 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119324 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6512189.000000 Penalty: 1065.634277
	Iteration 43Q: 3 clusters Score -6512189 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119388 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6512226.500000 Penalty: 1065.634277
	Iteration 44Q: 3 clusters Score -6512226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119451 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6512264.500000 Penalty: 1065.634277
	Iteration 45Q: 3 clusters Score -6512264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6512289.500000 Penalty: 1065.634277
	Iteration 46Q: 3 clusters Score -6512290 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119559 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6512318.500000 Penalty: 1065.634277
	Iteration 47Q: 3 clusters Score -6512318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119611 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6512332.500000 Penalty: 1065.634277
	Iteration 48Q: 3 clusters Score -6512332 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119660 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6512360.500000 Penalty: 1065.634277
	Iteration 49Q: 3 clusters Score -6512360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119719 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6512367.000000 Penalty: 1065.634277
	Iteration 50Q: 3 clusters Score -6512367 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119771 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6512380.000000 Penalty: 1065.634277
	Iteration 51Q: 3 clusters Score -6512380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119813 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6512381.000000 Penalty: 1065.634277
	Iteration 52Q: 3 clusters Score -6512381 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119867 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6512399.500000 Penalty: 1065.634277
	Iteration 53Q: 3 clusters Score -6512400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119916 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6512413.000000 Penalty: 1065.634277
	Iteration 54Q: 3 clusters Score -6512413 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119971 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6512449.500000 Penalty: 1065.634277
	Iteration 55Q: 3 clusters Score -6512450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120020 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6512477.000000 Penalty: 1065.634277
	Iteration 56Q: 3 clusters Score -6512477 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120071 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6512484.500000 Penalty: 1065.634277
	Iteration 57Q: 3 clusters Score -6512484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120111 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6512497.000000 Penalty: 1065.634277
	Iteration 58Q: 3 clusters Score -6512497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120141 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6512493.500000 Penalty: 1065.634277
	Iteration 59Q: 3 clusters Score -6512494 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120167 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6512509.500000 Penalty: 1065.634277
	Iteration 60F: 3 clusters Score -6512510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120189 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6512513.000000 Penalty: 1065.634277
	Iteration 61Q: 3 clusters Score -6512513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120210 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6512507.500000 Penalty: 1065.634277
	Iteration 62Q: 3 clusters Score -6512508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120230 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -6512510.500000 Penalty: 1065.634277
	Iteration 63Q: 3 clusters Score -6512510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120247 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6512515.500000 Penalty: 1065.634277
	Iteration 64Q: 3 clusters Score -6512516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6512512.000000 Penalty: 1065.634277
	Iteration 65Q: 3 clusters Score -6512512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120275 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6512512.000000 Penalty: 1065.634277
	Iteration 66Q: 3 clusters Score -6512512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6512506.000000 Penalty: 1065.634277
	Iteration 67Q: 3 clusters Score -6512506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120302 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6512512.000000 Penalty: 1065.634277
	Iteration 68Q: 3 clusters Score -6512512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120314 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6512518.000000 Penalty: 1065.634277
	Iteration 69Q: 3 clusters Score -6512518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120320 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6512525.500000 Penalty: 1065.634277
	Iteration 70Q: 3 clusters Score -6512526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120325 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6512517.500000 Penalty: 1065.634277
	Iteration 71Q: 3 clusters Score -6512518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120321 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6512525.000000 Penalty: 1065.634277
	Iteration 72Q: 3 clusters Score -6512525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120319 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6512525.000000 Penalty: 1065.634277
	Iteration 73Q: 3 clusters Score -6512525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120322 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6512521.500000 Penalty: 1065.634277
	Iteration 74Q: 3 clusters Score -6512522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120326 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6512532.500000 Penalty: 1065.634277
	Iteration 75Q: 3 clusters Score -6512532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6512534.500000 Penalty: 1065.634277
	Iteration 76Q: 3 clusters Score -6512534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6512543.000000 Penalty: 1065.634277
	Iteration 77Q: 3 clusters Score -6512543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120331 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6512538.000000 Penalty: 1065.634277
	Iteration 78Q: 3 clusters Score -6512538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120331 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6512538.000000 Penalty: 1065.634277
	Iteration 79F: 3 clusters Score -6512538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Entering Unmasked Estep 
Score: -2442567.750000 Penalty: 490.999329
	Iteration 0F: 2 clusters Score -2442568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2410167.500000 Penalty: 981.998657
	Iteration 0F: 3 clusters Score -2410168 nChanged 23498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2424345.500000 Penalty: 981.998657
	Iteration 1F: 3 clusters Score -2424346 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2424979.000000 Penalty: 981.998657
	Iteration 2Q: 3 clusters Score -2424979 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2425905.750000 Penalty: 981.998657
	Iteration 3Q: 3 clusters Score -2425906 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2427362.500000 Penalty: 981.998657
	Iteration 4F: 3 clusters Score -2427362 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2429497.500000 Penalty: 981.998657
	Iteration 5F: 3 clusters Score -2429498 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2431767.500000 Penalty: 981.998657
	Iteration 6F: 3 clusters Score -2431768 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2433105.750000 Penalty: 981.998657
	Iteration 7F: 3 clusters Score -2433106 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2433495.250000 Penalty: 981.998657
	Iteration 8Q: 3 clusters Score -2433495 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2433614.000000 Penalty: 981.998657
	Iteration 9Q: 3 clusters Score -2433614 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2433661.000000 Penalty: 981.998657
	Iteration 10Q: 3 clusters Score -2433661 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2433716.500000 Penalty: 981.998657
	Iteration 11Q: 3 clusters Score -2433716 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2433769.500000 Penalty: 981.998657
	Iteration 12Q: 3 clusters Score -2433770 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2433823.500000 Penalty: 981.998657
	Iteration 13Q: 3 clusters Score -2433824 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2433931.750000 Penalty: 981.998657
	Iteration 14Q: 3 clusters Score -2433932 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2434043.250000 Penalty: 981.998657
	Iteration 15Q: 3 clusters Score -2434043 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2434201.250000 Penalty: 981.998657
	Iteration 16Q: 3 clusters Score -2434201 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2434403.000000 Penalty: 981.998657
	Iteration 17Q: 3 clusters Score -2434403 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2434630.250000 Penalty: 981.998657
	Iteration 18Q: 3 clusters Score -2434630 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2434910.500000 Penalty: 981.998657
	Iteration 19Q: 3 clusters Score -2434910 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2435238.250000 Penalty: 981.998657
	Iteration 20F: 3 clusters Score -2435238 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2435607.750000 Penalty: 981.998657
	Iteration 21Q: 3 clusters Score -2435608 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2435997.250000 Penalty: 981.998657
	Iteration 22Q: 3 clusters Score -2435997 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2436408.250000 Penalty: 981.998657
	Iteration 23Q: 3 clusters Score -2436408 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2436764.750000 Penalty: 981.998657
	Iteration 24Q: 3 clusters Score -2436765 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2437187.750000 Penalty: 981.998657
	Iteration 25Q: 3 clusters Score -2437188 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2437638.250000 Penalty: 981.998657
	Iteration 26Q: 3 clusters Score -2437638 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2438096.000000 Penalty: 981.998657
	Iteration 27Q: 3 clusters Score -2438096 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2438569.750000 Penalty: 981.998657
	Iteration 28Q: 3 clusters Score -2438570 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2438987.500000 Penalty: 981.998657
	Iteration 29Q: 3 clusters Score -2438988 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2439420.500000 Penalty: 981.998657
	Iteration 30Q: 3 clusters Score -2439420 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2439829.500000 Penalty: 981.998657
	Iteration 31Q: 3 clusters Score -2439830 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2440180.500000 Penalty: 981.998657
	Iteration 32Q: 3 clusters Score -2440180 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2440547.250000 Penalty: 981.998657
	Iteration 33Q: 3 clusters Score -2440547 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2440892.250000 Penalty: 981.998657
	Iteration 34Q: 3 clusters Score -2440892 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2441140.000000 Penalty: 981.998657
	Iteration 35Q: 3 clusters Score -2441140 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2441337.000000 Penalty: 981.998657
	Iteration 36Q: 3 clusters Score -2441337 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2441509.000000 Penalty: 981.998657
	Iteration 37Q: 3 clusters Score -2441509 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2441649.500000 Penalty: 981.998657
	Iteration 38Q: 3 clusters Score -2441650 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2441748.000000 Penalty: 981.998657
	Iteration 39Q: 3 clusters Score -2441748 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2441828.500000 Penalty: 981.998657
	Iteration 40F: 3 clusters Score -2441828 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2441895.000000 Penalty: 981.998657
	Iteration 41Q: 3 clusters Score -2441895 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2441950.500000 Penalty: 981.998657
	Iteration 42Q: 3 clusters Score -2441950 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2441986.750000 Penalty: 981.998657
	Iteration 43Q: 3 clusters Score -2441987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2442014.500000 Penalty: 981.998657
	Iteration 44Q: 3 clusters Score -2442014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2442034.000000 Penalty: 981.998657
	Iteration 45Q: 3 clusters Score -2442034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2442048.750000 Penalty: 981.998657
	Iteration 46Q: 3 clusters Score -2442049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2442062.500000 Penalty: 981.998657
	Iteration 47Q: 3 clusters Score -2442062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2442074.750000 Penalty: 981.998657
	Iteration 48Q: 3 clusters Score -2442075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2442088.750000 Penalty: 981.998657
	Iteration 49Q: 3 clusters Score -2442089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2442100.500000 Penalty: 981.998657
	Iteration 50Q: 3 clusters Score -2442100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2442105.000000 Penalty: 981.998657
	Iteration 51Q: 3 clusters Score -2442105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2442111.250000 Penalty: 981.998657
	Iteration 52Q: 3 clusters Score -2442111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2442115.750000 Penalty: 981.998657
	Iteration 53Q: 3 clusters Score -2442116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2442121.750000 Penalty: 981.998657
	Iteration 54Q: 3 clusters Score -2442122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2442123.750000 Penalty: 981.998657
	Iteration 55Q: 3 clusters Score -2442124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2442128.000000 Penalty: 981.998657
	Iteration 56Q: 3 clusters Score -2442128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2442126.250000 Penalty: 981.998657
	Iteration 57Q: 3 clusters Score -2442126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2442126.500000 Penalty: 981.998657
	Iteration 58Q: 3 clusters Score -2442126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2442126.500000 Penalty: 981.998657
	Iteration 59F: 3 clusters Score -2442126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -138254.890625 Penalty: 356.805817
	Iteration 0F: 2 clusters Score -138254.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -136471.984375 Penalty: 713.611633
	Iteration 0F: 3 clusters Score -136472 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -137051.843750 Penalty: 713.611633
	Iteration 1F: 3 clusters Score -137051.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -137125.828125 Penalty: 713.611633
	Iteration 2F: 3 clusters Score -137125.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -137166.812500 Penalty: 713.611633
	Iteration 3Q: 3 clusters Score -137166.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -137208.734375 Penalty: 713.611633
	Iteration 4Q: 3 clusters Score -137208.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -137263.453125 Penalty: 713.611633
	Iteration 5Q: 3 clusters Score -137263.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -137326.875000 Penalty: 713.611633
	Iteration 6Q: 3 clusters Score -137326.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -137387.750000 Penalty: 713.611633
	Iteration 7Q: 3 clusters Score -137387.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -137456.015625 Penalty: 713.611633
	Iteration 8Q: 3 clusters Score -137456 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -137524.484375 Penalty: 713.611633
	Iteration 9Q: 3 clusters Score -137524.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -137578.781250 Penalty: 713.611633
	Iteration 10Q: 3 clusters Score -137578.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -137622.171875 Penalty: 713.611633
	Iteration 11Q: 3 clusters Score -137622.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -137660.093750 Penalty: 713.611633
	Iteration 12Q: 3 clusters Score -137660.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -137692.843750 Penalty: 713.611633
	Iteration 13Q: 3 clusters Score -137692.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -137723.500000 Penalty: 713.611633
	Iteration 14Q: 3 clusters Score -137723.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -137759.125000 Penalty: 713.611633
	Iteration 15Q: 3 clusters Score -137759.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -137790.328125 Penalty: 713.611633
	Iteration 16Q: 3 clusters Score -137790.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -137821.578125 Penalty: 713.611633
	Iteration 17Q: 3 clusters Score -137821.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -137862.625000 Penalty: 713.611633
	Iteration 18Q: 3 clusters Score -137862.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -137896.921875 Penalty: 713.611633
	Iteration 19Q: 3 clusters Score -137896.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -137919.562500 Penalty: 713.611633
	Iteration 20F: 3 clusters Score -137919.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -137929.062500 Penalty: 713.611633
	Iteration 21Q: 3 clusters Score -137929.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -137940.093750 Penalty: 713.611633
	Iteration 22Q: 3 clusters Score -137940.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -137949.640625 Penalty: 713.611633
	Iteration 23Q: 3 clusters Score -137949.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -137959.343750 Penalty: 713.611633
	Iteration 24Q: 3 clusters Score -137959.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -137965.890625 Penalty: 713.611633
	Iteration 25Q: 3 clusters Score -137965.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -137968.484375 Penalty: 713.611633
	Iteration 26Q: 3 clusters Score -137968.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -137971.218750 Penalty: 713.611633
	Iteration 27Q: 3 clusters Score -137971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -137972.718750 Penalty: 713.611633
	Iteration 28Q: 3 clusters Score -137972.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -137974.468750 Penalty: 713.611633
	Iteration 29Q: 3 clusters Score -137974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -137975.921875 Penalty: 713.611633
	Iteration 30Q: 3 clusters Score -137975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -137977.812500 Penalty: 713.611633
	Iteration 31Q: 3 clusters Score -137977.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -137980.671875 Penalty: 713.611633
	Iteration 32Q: 3 clusters Score -137980.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -137982.140625 Penalty: 713.611633
	Iteration 33Q: 3 clusters Score -137982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -137984.296875 Penalty: 713.611633
	Iteration 34Q: 3 clusters Score -137984.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -137985.812500 Penalty: 713.611633
	Iteration 35Q: 3 clusters Score -137985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -137987.218750 Penalty: 713.611633
	Iteration 36Q: 3 clusters Score -137987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -137987.734375 Penalty: 713.611633
	Iteration 37Q: 3 clusters Score -137987.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -137988.375000 Penalty: 713.611633
	Iteration 38Q: 3 clusters Score -137988.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -137988.875000 Penalty: 713.611633
	Iteration 39Q: 3 clusters Score -137988.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -137989.187500 Penalty: 713.611633
	Iteration 40F: 3 clusters Score -137989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -137989.234375 Penalty: 713.611633
	Iteration 41Q: 3 clusters Score -137989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -137989.093750 Penalty: 713.611633
	Iteration 42Q: 3 clusters Score -137989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -137989.359375 Penalty: 713.611633
	Iteration 43Q: 3 clusters Score -137989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -137989.359375 Penalty: 713.611633
	Iteration 44F: 3 clusters Score -137989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -275205.000000 Penalty: 388.155914
	Iteration 0F: 2 clusters Score -275205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -271793.750000 Penalty: 776.311829
	Iteration 0F: 3 clusters Score -271793.8 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -273166.937500 Penalty: 776.311829
	Iteration 1F: 3 clusters Score -273166.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -273355.125000 Penalty: 776.311829
	Iteration 2F: 3 clusters Score -273355.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -273556.687500 Penalty: 776.311829
	Iteration 3F: 3 clusters Score -273556.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -273822.593750 Penalty: 776.311829
	Iteration 4F: 3 clusters Score -273822.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -274106.843750 Penalty: 776.311829
	Iteration 5F: 3 clusters Score -274106.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -274383.187500 Penalty: 776.311829
	Iteration 6F: 3 clusters Score -274383.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -274562.250000 Penalty: 776.311829
	Iteration 7Q: 3 clusters Score -274562.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -274677.312500 Penalty: 776.311829
	Iteration 8Q: 3 clusters Score -274677.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -274742.750000 Penalty: 776.311829
	Iteration 9Q: 3 clusters Score -274742.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -274786.593750 Penalty: 776.311829
	Iteration 10Q: 3 clusters Score -274786.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -274806.656250 Penalty: 776.311829
	Iteration 11Q: 3 clusters Score -274806.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -274829.156250 Penalty: 776.311829
	Iteration 12Q: 3 clusters Score -274829.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -274846.968750 Penalty: 776.311829
	Iteration 13Q: 3 clusters Score -274847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -274862.093750 Penalty: 776.311829
	Iteration 14Q: 3 clusters Score -274862.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -274875.687500 Penalty: 776.311829
	Iteration 15Q: 3 clusters Score -274875.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -274883.500000 Penalty: 776.311829
	Iteration 16Q: 3 clusters Score -274883.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -274889.687500 Penalty: 776.311829
	Iteration 17Q: 3 clusters Score -274889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -274893.343750 Penalty: 776.311829
	Iteration 18Q: 3 clusters Score -274893.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -274897.875000 Penalty: 776.311829
	Iteration 19Q: 3 clusters Score -274897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -274902.968750 Penalty: 776.311829
	Iteration 20F: 3 clusters Score -274903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -274906.187500 Penalty: 776.311829
	Iteration 21Q: 3 clusters Score -274906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -274907.968750 Penalty: 776.311829
	Iteration 22Q: 3 clusters Score -274908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -274909.656250 Penalty: 776.311829
	Iteration 23Q: 3 clusters Score -274909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -274909.843750 Penalty: 776.311829
	Iteration 24Q: 3 clusters Score -274909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -274909.843750 Penalty: 776.311829
	Iteration 25Q: 3 clusters Score -274909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -274909.812500 Penalty: 776.311829
	Iteration 26Q: 3 clusters Score -274909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -274910.156250 Penalty: 776.311829
	Iteration 27Q: 3 clusters Score -274910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -274912.625000 Penalty: 776.311829
	Iteration 28Q: 3 clusters Score -274912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -274915.406250 Penalty: 776.311829
	Iteration 29Q: 3 clusters Score -274915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -274915.812500 Penalty: 776.311829
	Iteration 30Q: 3 clusters Score -274915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -274916.187500 Penalty: 776.311829
	Iteration 31Q: 3 clusters Score -274916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -274916.187500 Penalty: 776.311829
	Iteration 32F: 3 clusters Score -274916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Entering Unmasked Estep 
Score: -2228790.250000 Penalty: 483.300323
	Iteration 0F: 2 clusters Score -2228790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2201176.000000 Penalty: 966.600647
	Iteration 0F: 3 clusters Score -2201176 nChanged 19921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2212950.500000 Penalty: 966.600647
	Iteration 1F: 3 clusters Score -2212950 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2213464.500000 Penalty: 966.600647
	Iteration 2Q: 3 clusters Score -2213464 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2214319.500000 Penalty: 966.600647
	Iteration 3Q: 3 clusters Score -2214320 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2215862.750000 Penalty: 966.600647
	Iteration 4F: 3 clusters Score -2215863 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2218325.250000 Penalty: 966.600647
	Iteration 5F: 3 clusters Score -2218325 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2221575.750000 Penalty: 966.600647
	Iteration 6F: 3 clusters Score -2221576 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2224540.750000 Penalty: 966.600647
	Iteration 7F: 3 clusters Score -2224541 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2226444.750000 Penalty: 966.600647
	Iteration 8Q: 3 clusters Score -2226445 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2227343.000000 Penalty: 966.600647
	Iteration 9Q: 3 clusters Score -2227343 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2227792.000000 Penalty: 966.600647
	Iteration 10Q: 3 clusters Score -2227792 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2228002.750000 Penalty: 966.600647
	Iteration 11Q: 3 clusters Score -2228003 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2228132.750000 Penalty: 966.600647
	Iteration 12Q: 3 clusters Score -2228133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2228203.750000 Penalty: 966.600647
	Iteration 13Q: 3 clusters Score -2228204 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2228240.000000 Penalty: 966.600647
	Iteration 14Q: 3 clusters Score -2228240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2228262.750000 Penalty: 966.600647
	Iteration 15Q: 3 clusters Score -2228263 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2228283.000000 Penalty: 966.600647
	Iteration 16Q: 3 clusters Score -2228283 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2228302.500000 Penalty: 966.600647
	Iteration 17Q: 3 clusters Score -2228302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2228320.000000 Penalty: 966.600647
	Iteration 18Q: 3 clusters Score -2228320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2228333.750000 Penalty: 966.600647
	Iteration 19Q: 3 clusters Score -2228334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2228352.750000 Penalty: 966.600647
	Iteration 20F: 3 clusters Score -2228353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2228360.750000 Penalty: 966.600647
	Iteration 21Q: 3 clusters Score -2228361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2228360.500000 Penalty: 966.600647
	Iteration 22Q: 3 clusters Score -2228360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2228367.250000 Penalty: 966.600647
	Iteration 23Q: 3 clusters Score -2228367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2228366.750000 Penalty: 966.600647
	Iteration 24Q: 3 clusters Score -2228367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2228372.500000 Penalty: 966.600647
	Iteration 25Q: 3 clusters Score -2228372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2228386.000000 Penalty: 966.600647
	Iteration 26Q: 3 clusters Score -2228386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2228389.500000 Penalty: 966.600647
	Iteration 27Q: 3 clusters Score -2228390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2228396.500000 Penalty: 966.600647
	Iteration 28Q: 3 clusters Score -2228396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2228397.500000 Penalty: 966.600647
	Iteration 29Q: 3 clusters Score -2228398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2228395.000000 Penalty: 966.600647
	Iteration 30Q: 3 clusters Score -2228395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2228398.000000 Penalty: 966.600647
	Iteration 31Q: 3 clusters Score -2228398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2228400.250000 Penalty: 966.600647
	Iteration 32Q: 3 clusters Score -2228400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2228402.000000 Penalty: 966.600647
	Iteration 33Q: 3 clusters Score -2228402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2228401.500000 Penalty: 966.600647
	Iteration 34Q: 3 clusters Score -2228402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2228403.750000 Penalty: 966.600647
	Iteration 35Q: 3 clusters Score -2228404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2228408.500000 Penalty: 966.600647
	Iteration 36Q: 3 clusters Score -2228408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2228406.250000 Penalty: 966.600647
	Iteration 37Q: 3 clusters Score -2228406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2228408.250000 Penalty: 966.600647
	Iteration 38Q: 3 clusters Score -2228408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2228409.000000 Penalty: 966.600647
	Iteration 39Q: 3 clusters Score -2228409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2228412.000000 Penalty: 966.600647
	Iteration 40F: 3 clusters Score -2228412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2228415.250000 Penalty: 966.600647
	Iteration 41Q: 3 clusters Score -2228415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2228417.000000 Penalty: 966.600647
	Iteration 42Q: 3 clusters Score -2228417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2228419.500000 Penalty: 966.600647
	Iteration 43Q: 3 clusters Score -2228420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2228423.500000 Penalty: 966.600647
	Iteration 44Q: 3 clusters Score -2228424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2228420.000000 Penalty: 966.600647
	Iteration 45Q: 3 clusters Score -2228420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2228425.250000 Penalty: 966.600647
	Iteration 46Q: 3 clusters Score -2228425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2228432.750000 Penalty: 966.600647
	Iteration 47Q: 3 clusters Score -2228433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2228432.500000 Penalty: 966.600647
	Iteration 48Q: 3 clusters Score -2228432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2228434.250000 Penalty: 966.600647
	Iteration 49Q: 3 clusters Score -2228434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2228434.500000 Penalty: 966.600647
	Iteration 50Q: 3 clusters Score -2228434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2228439.000000 Penalty: 966.600647
	Iteration 51Q: 3 clusters Score -2228439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2228439.750000 Penalty: 966.600647
	Iteration 52Q: 3 clusters Score -2228440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2228443.250000 Penalty: 966.600647
	Iteration 53Q: 3 clusters Score -2228443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2228440.500000 Penalty: 966.600647
	Iteration 54Q: 3 clusters Score -2228440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2228442.750000 Penalty: 966.600647
	Iteration 55Q: 3 clusters Score -2228443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2228443.250000 Penalty: 966.600647
	Iteration 56Q: 3 clusters Score -2228443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2228443.250000 Penalty: 966.600647
	Iteration 57F: 3 clusters Score -2228443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Entering Unmasked Estep 
Score: -473241.343750 Penalty: 416.679138
	Iteration 0F: 2 clusters Score -473241.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -466912.000000 Penalty: 833.358276
	Iteration 0F: 3 clusters Score -466912 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -469465.343750 Penalty: 833.358276
	Iteration 1F: 3 clusters Score -469465.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -469590.656250 Penalty: 833.358276
	Iteration 2Q: 3 clusters Score -469590.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -469701.656250 Penalty: 833.358276
	Iteration 3Q: 3 clusters Score -469701.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -469831.312500 Penalty: 833.358276
	Iteration 4Q: 3 clusters Score -469831.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -470016.875000 Penalty: 833.358276
	Iteration 5Q: 3 clusters Score -470016.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -470343.500000 Penalty: 833.358276
	Iteration 6Q: 3 clusters Score -470343.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -470889.906250 Penalty: 833.358276
	Iteration 7F: 3 clusters Score -470889.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -471580.000000 Penalty: 833.358276
	Iteration 8F: 3 clusters Score -471580 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -472203.687500 Penalty: 833.358276
	Iteration 9F: 3 clusters Score -472203.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -472603.468750 Penalty: 833.358276
	Iteration 10F: 3 clusters Score -472603.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -472842.218750 Penalty: 833.358276
	Iteration 11Q: 3 clusters Score -472842.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -472937.093750 Penalty: 833.358276
	Iteration 12Q: 3 clusters Score -472937.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -472967.875000 Penalty: 833.358276
	Iteration 13Q: 3 clusters Score -472967.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -472980.062500 Penalty: 833.358276
	Iteration 14Q: 3 clusters Score -472980.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -472985.343750 Penalty: 833.358276
	Iteration 15Q: 3 clusters Score -472985.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -472988.500000 Penalty: 833.358276
	Iteration 16Q: 3 clusters Score -472988.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -472990.031250 Penalty: 833.358276
	Iteration 17Q: 3 clusters Score -472990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -472992.687500 Penalty: 833.358276
	Iteration 18Q: 3 clusters Score -472992.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -472991.781250 Penalty: 833.358276
	Iteration 19Q: 3 clusters Score -472991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -472992.250000 Penalty: 833.358276
	Iteration 20F: 3 clusters Score -472992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -472991.750000 Penalty: 833.358276
	Iteration 21Q: 3 clusters Score -472991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -472992.562500 Penalty: 833.358276
	Iteration 22Q: 3 clusters Score -472992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -472993.312500 Penalty: 833.358276
	Iteration 23Q: 3 clusters Score -472993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -472993.437500 Penalty: 833.358276
	Iteration 24Q: 3 clusters Score -472993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -472993.500000 Penalty: 833.358276
	Iteration 25Q: 3 clusters Score -472993.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -472993.500000 Penalty: 833.358276
	Iteration 26F: 3 clusters Score -472993.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -134857.015625 Penalty: 356.966431
	Iteration 0F: 2 clusters Score -134857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -133100.609375 Penalty: 713.932861
	Iteration 0F: 3 clusters Score -133100.6 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -133753.781250 Penalty: 713.932861
	Iteration 1F: 3 clusters Score -133753.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -133844.156250 Penalty: 713.932861
	Iteration 2F: 3 clusters Score -133844.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -133925.125000 Penalty: 713.932861
	Iteration 3F: 3 clusters Score -133925.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -134012.828125 Penalty: 713.932861
	Iteration 4F: 3 clusters Score -134012.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -134118.593750 Penalty: 713.932861
	Iteration 5Q: 3 clusters Score -134118.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -134209.906250 Penalty: 713.932861
	Iteration 6Q: 3 clusters Score -134209.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -134268.953125 Penalty: 713.932861
	Iteration 7Q: 3 clusters Score -134269 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -134295.343750 Penalty: 713.932861
	Iteration 8Q: 3 clusters Score -134295.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -134312.218750 Penalty: 713.932861
	Iteration 9Q: 3 clusters Score -134312.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -134334.953125 Penalty: 713.932861
	Iteration 10Q: 3 clusters Score -134335 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -134352.171875 Penalty: 713.932861
	Iteration 11Q: 3 clusters Score -134352.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -134362.234375 Penalty: 713.932861
	Iteration 12Q: 3 clusters Score -134362.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -134368.484375 Penalty: 713.932861
	Iteration 13Q: 3 clusters Score -134368.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -134370.953125 Penalty: 713.932861
	Iteration 14Q: 3 clusters Score -134371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -134371.796875 Penalty: 713.932861
	Iteration 15Q: 3 clusters Score -134371.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -134372.953125 Penalty: 713.932861
	Iteration 16Q: 3 clusters Score -134373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -134374.000000 Penalty: 713.932861
	Iteration 17Q: 3 clusters Score -134374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -134375.156250 Penalty: 713.932861
	Iteration 18Q: 3 clusters Score -134375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -134376.312500 Penalty: 713.932861
	Iteration 19Q: 3 clusters Score -134376.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -134377.234375 Penalty: 713.932861
	Iteration 20F: 3 clusters Score -134377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -134379.390625 Penalty: 713.932861
	Iteration 21Q: 3 clusters Score -134379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -134380.187500 Penalty: 713.932861
	Iteration 22Q: 3 clusters Score -134380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -134381.328125 Penalty: 713.932861
	Iteration 23Q: 3 clusters Score -134381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -134382.593750 Penalty: 713.932861
	Iteration 24Q: 3 clusters Score -134382.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -134383.890625 Penalty: 713.932861
	Iteration 25Q: 3 clusters Score -134383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -134384.453125 Penalty: 713.932861
	Iteration 26Q: 3 clusters Score -134384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -134385.140625 Penalty: 713.932861
	Iteration 27Q: 3 clusters Score -134385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -134385.234375 Penalty: 713.932861
	Iteration 28Q: 3 clusters Score -134385.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -134385.984375 Penalty: 713.932861
	Iteration 29Q: 3 clusters Score -134386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -134386.625000 Penalty: 713.932861
	Iteration 30Q: 3 clusters Score -134386.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -134387.281250 Penalty: 713.932861
	Iteration 31Q: 3 clusters Score -134387.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -134387.875000 Penalty: 713.932861
	Iteration 32Q: 3 clusters Score -134387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -134388.578125 Penalty: 713.932861
	Iteration 33Q: 3 clusters Score -134388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -134388.796875 Penalty: 713.932861
	Iteration 34Q: 3 clusters Score -134388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -134389.140625 Penalty: 713.932861
	Iteration 35Q: 3 clusters Score -134389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -134389.718750 Penalty: 713.932861
	Iteration 36Q: 3 clusters Score -134389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -134389.859375 Penalty: 713.932861
	Iteration 37Q: 3 clusters Score -134389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -134390.375000 Penalty: 713.932861
	Iteration 38Q: 3 clusters Score -134390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -134390.375000 Penalty: 713.932861
	Iteration 39F: 3 clusters Score -134390.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Entering Unmasked Estep 
Score: -877026.062500 Penalty: 440.270447
	Iteration 0F: 2 clusters Score -877026.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -866562.062500 Penalty: 880.540894
	Iteration 0F: 3 clusters Score -866562.1 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -871290.187500 Penalty: 880.540894
	Iteration 1F: 3 clusters Score -871290.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -871874.312500 Penalty: 880.540894
	Iteration 2F: 3 clusters Score -871874.3 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -872591.187500 Penalty: 880.540894
	Iteration 3F: 3 clusters Score -872591.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -873338.937500 Penalty: 880.540894
	Iteration 4F: 3 clusters Score -873338.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -873779.625000 Penalty: 880.540894
	Iteration 5Q: 3 clusters Score -873779.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -874015.937500 Penalty: 880.540894
	Iteration 6Q: 3 clusters Score -874015.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -874175.312500 Penalty: 880.540894
	Iteration 7Q: 3 clusters Score -874175.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -874306.937500 Penalty: 880.540894
	Iteration 8Q: 3 clusters Score -874306.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -874436.000000 Penalty: 880.540894
	Iteration 9Q: 3 clusters Score -874436 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -874584.562500 Penalty: 880.540894
	Iteration 10Q: 3 clusters Score -874584.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -874736.437500 Penalty: 880.540894
	Iteration 11Q: 3 clusters Score -874736.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -874920.187500 Penalty: 880.540894
	Iteration 12Q: 3 clusters Score -874920.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -875125.375000 Penalty: 880.540894
	Iteration 13Q: 3 clusters Score -875125.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -875327.812500 Penalty: 880.540894
	Iteration 14Q: 3 clusters Score -875327.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -875520.562500 Penalty: 880.540894
	Iteration 15Q: 3 clusters Score -875520.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -875704.687500 Penalty: 880.540894
	Iteration 16Q: 3 clusters Score -875704.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -875869.562500 Penalty: 880.540894
	Iteration 17Q: 3 clusters Score -875869.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -876032.375000 Penalty: 880.540894
	Iteration 18Q: 3 clusters Score -876032.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -876180.000000 Penalty: 880.540894
	Iteration 19Q: 3 clusters Score -876180 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -876320.625000 Penalty: 880.540894
	Iteration 20F: 3 clusters Score -876320.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -876454.562500 Penalty: 880.540894
	Iteration 21Q: 3 clusters Score -876454.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -876546.937500 Penalty: 880.540894
	Iteration 22Q: 3 clusters Score -876546.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -876595.250000 Penalty: 880.540894
	Iteration 23Q: 3 clusters Score -876595.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -876621.500000 Penalty: 880.540894
	Iteration 24Q: 3 clusters Score -876621.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -876641.062500 Penalty: 880.540894
	Iteration 25Q: 3 clusters Score -876641.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -876645.812500 Penalty: 880.540894
	Iteration 26Q: 3 clusters Score -876645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -876646.625000 Penalty: 880.540894
	Iteration 27Q: 3 clusters Score -876646.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -876646.625000 Penalty: 880.540894
	Iteration 28F: 3 clusters Score -876646.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -308658.875000 Penalty: 395.378265
	Iteration 0F: 2 clusters Score -308658.9 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 2943 members 
Entering Unmasked Estep 
Score: -304695.468750 Penalty: 790.756531
	Iteration 0F: 3 clusters Score -304695.5 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -306241.656250 Penalty: 790.756531
	Iteration 1F: 3 clusters Score -306241.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -306467.718750 Penalty: 790.756531
	Iteration 2F: 3 clusters Score -306467.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -306704.093750 Penalty: 790.756531
	Iteration 3F: 3 clusters Score -306704.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -307014.250000 Penalty: 790.756531
	Iteration 4F: 3 clusters Score -307014.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -307379.343750 Penalty: 790.756531
	Iteration 5F: 3 clusters Score -307379.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -307669.906250 Penalty: 790.756531
	Iteration 6F: 3 clusters Score -307669.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -307862.250000 Penalty: 790.756531
	Iteration 7Q: 3 clusters Score -307862.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -307969.468750 Penalty: 790.756531
	Iteration 8Q: 3 clusters Score -307969.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -308043.281250 Penalty: 790.756531
	Iteration 9Q: 3 clusters Score -308043.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -308102.125000 Penalty: 790.756531
	Iteration 10Q: 3 clusters Score -308102.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -308146.531250 Penalty: 790.756531
	Iteration 11Q: 3 clusters Score -308146.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -308175.562500 Penalty: 790.756531
	Iteration 12Q: 3 clusters Score -308175.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -308199.718750 Penalty: 790.756531
	Iteration 13Q: 3 clusters Score -308199.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -308222.000000 Penalty: 790.756531
	Iteration 14Q: 3 clusters Score -308222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -308247.625000 Penalty: 790.756531
	Iteration 15Q: 3 clusters Score -308247.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -308259.937500 Penalty: 790.756531
	Iteration 16Q: 3 clusters Score -308259.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -308267.750000 Penalty: 790.756531
	Iteration 17Q: 3 clusters Score -308267.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -308274.437500 Penalty: 790.756531
	Iteration 18Q: 3 clusters Score -308274.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -308279.156250 Penalty: 790.756531
	Iteration 19Q: 3 clusters Score -308279.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -308282.531250 Penalty: 790.756531
	Iteration 20F: 3 clusters Score -308282.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -308284.687500 Penalty: 790.756531
	Iteration 21Q: 3 clusters Score -308284.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -308286.812500 Penalty: 790.756531
	Iteration 22Q: 3 clusters Score -308286.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -308287.218750 Penalty: 790.756531
	Iteration 23Q: 3 clusters Score -308287.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -308288.000000 Penalty: 790.756531
	Iteration 24Q: 3 clusters Score -308288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -308288.093750 Penalty: 790.756531
	Iteration 25Q: 3 clusters Score -308288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -308288.093750 Penalty: 790.756531
	Iteration 26F: 3 clusters Score -308288.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (152642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Entering Unmasked Estep 
Score: -7941235.500000 Penalty: 543.081177
	Iteration 0F: 2 clusters Score -7941236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76265 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -7838970.000000 Penalty: 1086.162354
	Iteration 0F: 3 clusters Score -7838970 nChanged 75123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -7884522.000000 Penalty: 1086.162354
	Iteration 1F: 3 clusters Score -7884522 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -7886339.000000 Penalty: 1086.162354
	Iteration 2Q: 3 clusters Score -7886339 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -7889153.500000 Penalty: 1086.162354
	Iteration 3Q: 3 clusters Score -7889154 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -7893809.500000 Penalty: 1086.162354
	Iteration 4Q: 3 clusters Score -7893810 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -7901309.500000 Penalty: 1086.162354
	Iteration 5F: 3 clusters Score -7901310 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 83202 members 
Entering Unmasked Estep 
Score: -7909510.000000 Penalty: 1086.162354
	Iteration 6F: 3 clusters Score -7909510 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -7913525.000000 Penalty: 1086.162354
	Iteration 7F: 3 clusters Score -7913525 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -7914643.000000 Penalty: 1086.162354
	Iteration 8Q: 3 clusters Score -7914643 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 85628 members 
Entering Unmasked Estep 
Score: -7914916.500000 Penalty: 1086.162354
	Iteration 9Q: 3 clusters Score -7914916 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -7914983.500000 Penalty: 1086.162354
	Iteration 10Q: 3 clusters Score -7914984 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -7915064.000000 Penalty: 1086.162354
	Iteration 11Q: 3 clusters Score -7915064 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 88410 members 
Entering Unmasked Estep 
Score: -7915241.000000 Penalty: 1086.162354
	Iteration 12Q: 3 clusters Score -7915241 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 89416 members 
Entering Unmasked Estep 
Score: -7915418.500000 Penalty: 1086.162354
	Iteration 13Q: 3 clusters Score -7915418 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 90471 members 
Entering Unmasked Estep 
Score: -7915534.500000 Penalty: 1086.162354
	Iteration 14Q: 3 clusters Score -7915534 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 91598 members 
Entering Unmasked Estep 
Score: -7915734.500000 Penalty: 1086.162354
	Iteration 15Q: 3 clusters Score -7915734 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -7915931.000000 Penalty: 1086.162354
	Iteration 16Q: 3 clusters Score -7915931 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 94041 members 
Entering Unmasked Estep 
Score: -7916136.000000 Penalty: 1086.162354
	Iteration 17Q: 3 clusters Score -7916136 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 95392 members 
Entering Unmasked Estep 
Score: -7916356.000000 Penalty: 1086.162354
	Iteration 18Q: 3 clusters Score -7916356 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 96854 members 
Entering Unmasked Estep 
Score: -7916553.000000 Penalty: 1086.162354
	Iteration 19Q: 3 clusters Score -7916553 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 98393 members 
Entering Unmasked Estep 
Score: -7916863.000000 Penalty: 1086.162354
	Iteration 20F: 3 clusters Score -7916863 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 100078 members 
Entering Unmasked Estep 
Score: -7917190.500000 Penalty: 1086.162354
	Iteration 21Q: 3 clusters Score -7917190 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 101847 members 
Entering Unmasked Estep 
Score: -7917503.500000 Penalty: 1086.162354
	Iteration 22Q: 3 clusters Score -7917504 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 103682 members 
Entering Unmasked Estep 
Score: -7917922.000000 Penalty: 1086.162354
	Iteration 23Q: 3 clusters Score -7917922 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 105640 members 
Entering Unmasked Estep 
Score: -7918386.000000 Penalty: 1086.162354
	Iteration 24Q: 3 clusters Score -7918386 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 107628 members 
Entering Unmasked Estep 
Score: -7918937.000000 Penalty: 1086.162354
	Iteration 25Q: 3 clusters Score -7918937 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 109603 members 
Entering Unmasked Estep 
Score: -7919488.000000 Penalty: 1086.162354
	Iteration 26Q: 3 clusters Score -7919488 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -7920126.000000 Penalty: 1086.162354
	Iteration 27Q: 3 clusters Score -7920126 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 113997 members 
Entering Unmasked Estep 
Score: -7920865.000000 Penalty: 1086.162354
	Iteration 28Q: 3 clusters Score -7920865 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 116293 members 
Entering Unmasked Estep 
Score: -7921723.000000 Penalty: 1086.162354
	Iteration 29Q: 3 clusters Score -7921723 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -7922631.500000 Penalty: 1086.162354
	Iteration 30Q: 3 clusters Score -7922632 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 121083 members 
Entering Unmasked Estep 
Score: -7923592.000000 Penalty: 1086.162354
	Iteration 31Q: 3 clusters Score -7923592 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 123475 members 
Entering Unmasked Estep 
Score: -7924613.000000 Penalty: 1086.162354
	Iteration 32Q: 3 clusters Score -7924613 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 125871 members 
Entering Unmasked Estep 
Score: -7925684.500000 Penalty: 1086.162354
	Iteration 33Q: 3 clusters Score -7925684 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 128266 members 
Entering Unmasked Estep 
Score: -7926801.500000 Penalty: 1086.162354
	Iteration 34Q: 3 clusters Score -7926802 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 130578 members 
Entering Unmasked Estep 
Score: -7927921.500000 Penalty: 1086.162354
	Iteration 35Q: 3 clusters Score -7927922 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 132827 members 
Entering Unmasked Estep 
Score: -7928960.500000 Penalty: 1086.162354
	Iteration 36Q: 3 clusters Score -7928960 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 135099 members 
Entering Unmasked Estep 
Score: -7930187.500000 Penalty: 1086.162354
	Iteration 37Q: 3 clusters Score -7930188 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 137316 members 
Entering Unmasked Estep 
Score: -7931331.000000 Penalty: 1086.162354
	Iteration 38Q: 3 clusters Score -7931331 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 139395 members 
Entering Unmasked Estep 
Score: -7932398.500000 Penalty: 1086.162354
	Iteration 39Q: 3 clusters Score -7932398 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 141352 members 
Entering Unmasked Estep 
Score: -7933476.500000 Penalty: 1086.162354
	Iteration 40F: 3 clusters Score -7933476 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 143208 members 
Entering Unmasked Estep 
Score: -7934494.000000 Penalty: 1086.162354
	Iteration 41Q: 3 clusters Score -7934494 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 144933 members 
Entering Unmasked Estep 
Score: -7935528.500000 Penalty: 1086.162354
	Iteration 42Q: 3 clusters Score -7935528 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 146487 members 
Entering Unmasked Estep 
Score: -7936583.000000 Penalty: 1086.162354
	Iteration 43Q: 3 clusters Score -7936583 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 147883 members 
Entering Unmasked Estep 
Score: -7937637.000000 Penalty: 1086.162354
	Iteration 44Q: 3 clusters Score -7937637 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 149069 members 
Entering Unmasked Estep 
Score: -7938423.500000 Penalty: 1086.162354
	Iteration 45Q: 3 clusters Score -7938424 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 150013 members 
Entering Unmasked Estep 
Score: -7939090.000000 Penalty: 1086.162354
	Iteration 46Q: 3 clusters Score -7939090 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 150754 members 
Entering Unmasked Estep 
Score: -7939638.500000 Penalty: 1086.162354
	Iteration 47Q: 3 clusters Score -7939638 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 151274 members 
Entering Unmasked Estep 
Score: -7940017.000000 Penalty: 1086.162354
	Iteration 48Q: 3 clusters Score -7940017 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 151664 members 
Entering Unmasked Estep 
Score: -7940301.000000 Penalty: 1086.162354
	Iteration 49Q: 3 clusters Score -7940301 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 151905 members 
Entering Unmasked Estep 
Score: -7940477.000000 Penalty: 1086.162354
	Iteration 50Q: 3 clusters Score -7940477 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 152050 members 
Entering Unmasked Estep 
Score: -7940544.000000 Penalty: 1086.162354
	Iteration 51Q: 3 clusters Score -7940544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 152157 members 
Entering Unmasked Estep 
Score: -7940628.500000 Penalty: 1086.162354
	Iteration 52Q: 3 clusters Score -7940628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 152238 members 
Entering Unmasked Estep 
Score: -7940668.500000 Penalty: 1086.162354
	Iteration 53Q: 3 clusters Score -7940668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 152289 members 
Entering Unmasked Estep 
Score: -7940701.500000 Penalty: 1086.162354
	Iteration 54Q: 3 clusters Score -7940702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 152316 members 
Entering Unmasked Estep 
Score: -7940707.000000 Penalty: 1086.162354
	Iteration 55Q: 3 clusters Score -7940707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 152333 members 
Entering Unmasked Estep 
Score: -7940735.000000 Penalty: 1086.162354
	Iteration 56Q: 3 clusters Score -7940735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 152356 members 
Entering Unmasked Estep 
Score: -7940747.500000 Penalty: 1086.162354
	Iteration 57Q: 3 clusters Score -7940748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 152376 members 
Entering Unmasked Estep 
Score: -7940768.500000 Penalty: 1086.162354
	Iteration 58Q: 3 clusters Score -7940768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 152387 members 
Entering Unmasked Estep 
Score: -7940771.000000 Penalty: 1086.162354
	Iteration 59Q: 3 clusters Score -7940771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 152392 members 
Entering Unmasked Estep 
Score: -7940771.500000 Penalty: 1086.162354
	Iteration 60F: 3 clusters Score -7940772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -7940773.500000 Penalty: 1086.162354
	Iteration 61Q: 3 clusters Score -7940774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 152393 members 
Entering Unmasked Estep 
Score: -7940772.000000 Penalty: 1086.162354
	Iteration 62Q: 3 clusters Score -7940772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 152392 members 
Entering Unmasked Estep 
Score: -7940773.500000 Penalty: 1086.162354
	Iteration 63Q: 3 clusters Score -7940774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 152395 members 
Entering Unmasked Estep 
Score: -7940777.000000 Penalty: 1086.162354
	Iteration 64Q: 3 clusters Score -7940777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 152399 members 
Entering Unmasked Estep 
Score: -7940784.000000 Penalty: 1086.162354
	Iteration 65Q: 3 clusters Score -7940784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
Score: -7940787.000000 Penalty: 1086.162354
	Iteration 66Q: 3 clusters Score -7940787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 152405 members 
Entering Unmasked Estep 
Score: -7940786.000000 Penalty: 1086.162354
	Iteration 67Q: 3 clusters Score -7940786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152406 members 
Entering Unmasked Estep 
Score: -7940788.500000 Penalty: 1086.162354
	Iteration 68Q: 3 clusters Score -7940788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 152408 members 
Entering Unmasked Estep 
Score: -7940787.000000 Penalty: 1086.162354
	Iteration 69Q: 3 clusters Score -7940787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 152412 members 
Entering Unmasked Estep 
Score: -7940793.500000 Penalty: 1086.162354
	Iteration 70Q: 3 clusters Score -7940794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -7940792.000000 Penalty: 1086.162354
	Iteration 71Q: 3 clusters Score -7940792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 152420 members 
Entering Unmasked Estep 
Score: -7940791.500000 Penalty: 1086.162354
	Iteration 72Q: 3 clusters Score -7940792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 152422 members 
Entering Unmasked Estep 
Score: -7940797.000000 Penalty: 1086.162354
	Iteration 73Q: 3 clusters Score -7940797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 152425 members 
Entering Unmasked Estep 
Score: -7940802.000000 Penalty: 1086.162354
	Iteration 74Q: 3 clusters Score -7940802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 152426 members 
Entering Unmasked Estep 
Score: -7940801.500000 Penalty: 1086.162354
	Iteration 75Q: 3 clusters Score -7940802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 152427 members 
Entering Unmasked Estep 
Score: -7940803.000000 Penalty: 1086.162354
	Iteration 76Q: 3 clusters Score -7940803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 152427 members 
Entering Unmasked Estep 
Score: -7940803.000000 Penalty: 1086.162354
	Iteration 77F: 3 clusters Score -7940803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -21224.095703 Penalty: 275.583679
	Iteration 0F: 2 clusters Score -21224.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -20765.576172 Penalty: 551.167358
	Iteration 0F: 3 clusters Score -20765.58 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20885.447266 Penalty: 551.167358
	Iteration 1F: 3 clusters Score -20885.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20920.601562 Penalty: 551.167358
	Iteration 2F: 3 clusters Score -20920.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -20936.984375 Penalty: 551.167358
	Iteration 3Q: 3 clusters Score -20936.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -20951.212891 Penalty: 551.167358
	Iteration 4Q: 3 clusters Score -20951.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -20960.056641 Penalty: 551.167358
	Iteration 5Q: 3 clusters Score -20960.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20966.804688 Penalty: 551.167358
	Iteration 6Q: 3 clusters Score -20966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20969.490234 Penalty: 551.167358
	Iteration 7Q: 3 clusters Score -20969.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20972.130859 Penalty: 551.167358
	Iteration 8Q: 3 clusters Score -20972.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20976.228516 Penalty: 551.167358
	Iteration 9Q: 3 clusters Score -20976.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20981.970703 Penalty: 551.167358
	Iteration 10Q: 3 clusters Score -20981.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20990.302734 Penalty: 551.167358
	Iteration 11Q: 3 clusters Score -20990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -20999.378906 Penalty: 551.167358
	Iteration 12Q: 3 clusters Score -20999.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21008.187500 Penalty: 551.167358
	Iteration 13Q: 3 clusters Score -21008.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21015.611328 Penalty: 551.167358
	Iteration 14Q: 3 clusters Score -21015.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21027.398438 Penalty: 551.167358
	Iteration 15Q: 3 clusters Score -21027.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21040.986328 Penalty: 551.167358
	Iteration 16Q: 3 clusters Score -21040.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21050.003906 Penalty: 551.167358
	Iteration 17Q: 3 clusters Score -21050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21059.714844 Penalty: 551.167358
	Iteration 18Q: 3 clusters Score -21059.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21066.250000 Penalty: 551.167358
	Iteration 19Q: 3 clusters Score -21066.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21072.234375 Penalty: 551.167358
	Iteration 20F: 3 clusters Score -21072.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21074.521484 Penalty: 551.167358
	Iteration 21Q: 3 clusters Score -21074.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21076.328125 Penalty: 551.167358
	Iteration 22Q: 3 clusters Score -21076.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21078.644531 Penalty: 551.167358
	Iteration 23Q: 3 clusters Score -21078.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21078.644531 Penalty: 551.167358
	Iteration 24F: 3 clusters Score -21078.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -156419.515625 Penalty: 363.494141
	Iteration 0F: 2 clusters Score -156419.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -154366.250000 Penalty: 726.988281
	Iteration 0F: 3 clusters Score -154366.2 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -155127.406250 Penalty: 726.988281
	Iteration 1F: 3 clusters Score -155127.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -155344.937500 Penalty: 726.988281
	Iteration 2F: 3 clusters Score -155344.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -155655.031250 Penalty: 726.988281
	Iteration 3F: 3 clusters Score -155655 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -155973.156250 Penalty: 726.988281
	Iteration 4F: 3 clusters Score -155973.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -156151.296875 Penalty: 726.988281
	Iteration 5F: 3 clusters Score -156151.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -156260.984375 Penalty: 726.988281
	Iteration 6Q: 3 clusters Score -156261 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -156307.312500 Penalty: 726.988281
	Iteration 7Q: 3 clusters Score -156307.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -156334.968750 Penalty: 726.988281
	Iteration 8Q: 3 clusters Score -156335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -156350.265625 Penalty: 726.988281
	Iteration 9Q: 3 clusters Score -156350.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -156356.859375 Penalty: 726.988281
	Iteration 10Q: 3 clusters Score -156356.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -156360.468750 Penalty: 726.988281
	Iteration 11Q: 3 clusters Score -156360.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -156361.687500 Penalty: 726.988281
	Iteration 12Q: 3 clusters Score -156361.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -156362.515625 Penalty: 726.988281
	Iteration 13Q: 3 clusters Score -156362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -156362.421875 Penalty: 726.988281
	Iteration 14Q: 3 clusters Score -156362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -156363.031250 Penalty: 726.988281
	Iteration 15Q: 3 clusters Score -156363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -156363.031250 Penalty: 726.988281
	Iteration 16F: 3 clusters Score -156363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Entering Unmasked Estep 
Score: -769654.312500 Penalty: 434.803772
	Iteration 0F: 2 clusters Score -769654.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -760305.875000 Penalty: 869.607544
	Iteration 0F: 3 clusters Score -760305.9 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -764298.062500 Penalty: 869.607544
	Iteration 1F: 3 clusters Score -764298.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -764546.250000 Penalty: 869.607544
	Iteration 2Q: 3 clusters Score -764546.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -764840.937500 Penalty: 869.607544
	Iteration 3F: 3 clusters Score -764840.9 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -765225.562500 Penalty: 869.607544
	Iteration 4F: 3 clusters Score -765225.6 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -765693.312500 Penalty: 869.607544
	Iteration 5F: 3 clusters Score -765693.3 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -766286.625000 Penalty: 869.607544
	Iteration 6F: 3 clusters Score -766286.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -766984.812500 Penalty: 869.607544
	Iteration 7F: 3 clusters Score -766984.8 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -767652.500000 Penalty: 869.607544
	Iteration 8F: 3 clusters Score -767652.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -768189.250000 Penalty: 869.607544
	Iteration 9Q: 3 clusters Score -768189.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -768609.125000 Penalty: 869.607544
	Iteration 10Q: 3 clusters Score -768609.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -768905.875000 Penalty: 869.607544
	Iteration 11Q: 3 clusters Score -768905.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -769076.312500 Penalty: 869.607544
	Iteration 12Q: 3 clusters Score -769076.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -769158.500000 Penalty: 869.607544
	Iteration 13Q: 3 clusters Score -769158.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -769188.562500 Penalty: 869.607544
	Iteration 14Q: 3 clusters Score -769188.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -769205.875000 Penalty: 869.607544
	Iteration 15Q: 3 clusters Score -769205.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -769220.000000 Penalty: 869.607544
	Iteration 16Q: 3 clusters Score -769220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -769233.875000 Penalty: 869.607544
	Iteration 17Q: 3 clusters Score -769233.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -769246.500000 Penalty: 869.607544
	Iteration 18Q: 3 clusters Score -769246.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -769254.000000 Penalty: 869.607544
	Iteration 19Q: 3 clusters Score -769254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -769264.125000 Penalty: 869.607544
	Iteration 20F: 3 clusters Score -769264.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -769269.812500 Penalty: 869.607544
	Iteration 21Q: 3 clusters Score -769269.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -769273.500000 Penalty: 869.607544
	Iteration 22Q: 3 clusters Score -769273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -769276.500000 Penalty: 869.607544
	Iteration 23Q: 3 clusters Score -769276.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -769278.937500 Penalty: 869.607544
	Iteration 24Q: 3 clusters Score -769278.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -769284.000000 Penalty: 869.607544
	Iteration 25Q: 3 clusters Score -769284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -769290.687500 Penalty: 869.607544
	Iteration 26Q: 3 clusters Score -769290.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -769293.375000 Penalty: 869.607544
	Iteration 27Q: 3 clusters Score -769293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -769297.875000 Penalty: 869.607544
	Iteration 28Q: 3 clusters Score -769297.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -769300.187500 Penalty: 869.607544
	Iteration 29Q: 3 clusters Score -769300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -769302.625000 Penalty: 869.607544
	Iteration 30Q: 3 clusters Score -769302.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -769306.375000 Penalty: 869.607544
	Iteration 31Q: 3 clusters Score -769306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -769307.375000 Penalty: 869.607544
	Iteration 32Q: 3 clusters Score -769307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -769307.375000 Penalty: 869.607544
	Iteration 33F: 3 clusters Score -769307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Entering Unmasked Estep 
Score: -610136.687500 Penalty: 424.214752
	Iteration 0F: 2 clusters Score -610136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -602576.562500 Penalty: 848.429504
	Iteration 0F: 3 clusters Score -602576.6 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -605580.562500 Penalty: 848.429504
	Iteration 1F: 3 clusters Score -605580.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -605751.500000 Penalty: 848.429504
	Iteration 2Q: 3 clusters Score -605751.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -605969.062500 Penalty: 848.429504
	Iteration 3Q: 3 clusters Score -605969.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -606221.000000 Penalty: 848.429504
	Iteration 4Q: 3 clusters Score -606221 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -606514.062500 Penalty: 848.429504
	Iteration 5F: 3 clusters Score -606514.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -606890.875000 Penalty: 848.429504
	Iteration 6F: 3 clusters Score -606890.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -607318.625000 Penalty: 848.429504
	Iteration 7F: 3 clusters Score -607318.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -607652.187500 Penalty: 848.429504
	Iteration 8F: 3 clusters Score -607652.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -607825.062500 Penalty: 848.429504
	Iteration 9Q: 3 clusters Score -607825.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -607907.687500 Penalty: 848.429504
	Iteration 10Q: 3 clusters Score -607907.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -607951.687500 Penalty: 848.429504
	Iteration 11Q: 3 clusters Score -607951.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -607984.750000 Penalty: 848.429504
	Iteration 12Q: 3 clusters Score -607984.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -608014.625000 Penalty: 848.429504
	Iteration 13Q: 3 clusters Score -608014.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -608049.562500 Penalty: 848.429504
	Iteration 14Q: 3 clusters Score -608049.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -608088.562500 Penalty: 848.429504
	Iteration 15Q: 3 clusters Score -608088.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -608123.562500 Penalty: 848.429504
	Iteration 16Q: 3 clusters Score -608123.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -608155.937500 Penalty: 848.429504
	Iteration 17Q: 3 clusters Score -608155.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -608203.312500 Penalty: 848.429504
	Iteration 18Q: 3 clusters Score -608203.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -608258.750000 Penalty: 848.429504
	Iteration 19Q: 3 clusters Score -608258.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -608345.562500 Penalty: 848.429504
	Iteration 20F: 3 clusters Score -608345.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -608454.125000 Penalty: 848.429504
	Iteration 21Q: 3 clusters Score -608454.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -608571.375000 Penalty: 848.429504
	Iteration 22Q: 3 clusters Score -608571.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -608707.937500 Penalty: 848.429504
	Iteration 23Q: 3 clusters Score -608707.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -608857.187500 Penalty: 848.429504
	Iteration 24Q: 3 clusters Score -608857.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -609022.125000 Penalty: 848.429504
	Iteration 25Q: 3 clusters Score -609022.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -609171.312500 Penalty: 848.429504
	Iteration 26Q: 3 clusters Score -609171.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -609296.375000 Penalty: 848.429504
	Iteration 27Q: 3 clusters Score -609296.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -609404.375000 Penalty: 848.429504
	Iteration 28Q: 3 clusters Score -609404.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -609502.062500 Penalty: 848.429504
	Iteration 29Q: 3 clusters Score -609502.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -609587.812500 Penalty: 848.429504
	Iteration 30Q: 3 clusters Score -609587.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -609658.375000 Penalty: 848.429504
	Iteration 31Q: 3 clusters Score -609658.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -609707.000000 Penalty: 848.429504
	Iteration 32Q: 3 clusters Score -609707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -609728.625000 Penalty: 848.429504
	Iteration 33Q: 3 clusters Score -609728.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -609743.750000 Penalty: 848.429504
	Iteration 34Q: 3 clusters Score -609743.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -609748.812500 Penalty: 848.429504
	Iteration 35Q: 3 clusters Score -609748.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -609751.812500 Penalty: 848.429504
	Iteration 36Q: 3 clusters Score -609751.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -609754.875000 Penalty: 848.429504
	Iteration 37Q: 3 clusters Score -609754.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -609756.562500 Penalty: 848.429504
	Iteration 38Q: 3 clusters Score -609756.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -609757.500000 Penalty: 848.429504
	Iteration 39Q: 3 clusters Score -609757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -609795.937500 Penalty: 848.429504
	Iteration 40F: 3 clusters Score -609795.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -609810.687500 Penalty: 848.429504
	Iteration 41Q: 3 clusters Score -609810.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -609813.625000 Penalty: 848.429504
	Iteration 42Q: 3 clusters Score -609813.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -609815.875000 Penalty: 848.429504
	Iteration 43Q: 3 clusters Score -609815.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -609817.750000 Penalty: 848.429504
	Iteration 44Q: 3 clusters Score -609817.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -609817.500000 Penalty: 848.429504
	Iteration 45Q: 3 clusters Score -609817.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -609819.750000 Penalty: 848.429504
	Iteration 46Q: 3 clusters Score -609819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -609819.937500 Penalty: 848.429504
	Iteration 47Q: 3 clusters Score -609819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -609819.875000 Penalty: 848.429504
	Iteration 48Q: 3 clusters Score -609819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -609820.312500 Penalty: 848.429504
	Iteration 49Q: 3 clusters Score -609820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -609820.250000 Penalty: 848.429504
	Iteration 50Q: 3 clusters Score -609820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -609819.937500 Penalty: 848.429504
	Iteration 51Q: 3 clusters Score -609819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -609820.687500 Penalty: 848.429504
	Iteration 52Q: 3 clusters Score -609820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -609820.687500 Penalty: 848.429504
	Iteration 53F: 3 clusters Score -609820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (93077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93077 members 
Entering Unmasked Estep 
Score: -4936624.000000 Penalty: 520.573792
	Iteration 0F: 2 clusters Score -4936624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -4875004.000000 Penalty: 1041.147583
	Iteration 0F: 3 clusters Score -4875004 nChanged 45554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -4903691.000000 Penalty: 1041.147583
	Iteration 1F: 3 clusters Score -4903691 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -4906229.000000 Penalty: 1041.147583
	Iteration 2F: 3 clusters Score -4906229 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -4910823.000000 Penalty: 1041.147583
	Iteration 3F: 3 clusters Score -4910823 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -4917914.000000 Penalty: 1041.147583
	Iteration 4F: 3 clusters Score -4917914 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -4924903.000000 Penalty: 1041.147583
	Iteration 5F: 3 clusters Score -4924903 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -4929141.000000 Penalty: 1041.147583
	Iteration 6Q: 3 clusters Score -4929141 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
Score: -4931318.000000 Penalty: 1041.147583
	Iteration 7Q: 3 clusters Score -4931318 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 84379 members 
Entering Unmasked Estep 
Score: -4932424.000000 Penalty: 1041.147583
	Iteration 8Q: 3 clusters Score -4932424 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -4933200.000000 Penalty: 1041.147583
	Iteration 9Q: 3 clusters Score -4933200 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -4933817.000000 Penalty: 1041.147583
	Iteration 10Q: 3 clusters Score -4933817 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -4934285.500000 Penalty: 1041.147583
	Iteration 11Q: 3 clusters Score -4934286 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -4934652.000000 Penalty: 1041.147583
	Iteration 12Q: 3 clusters Score -4934652 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 89392 members 
Entering Unmasked Estep 
Score: -4934974.000000 Penalty: 1041.147583
	Iteration 13Q: 3 clusters Score -4934974 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 90020 members 
Entering Unmasked Estep 
Score: -4935253.000000 Penalty: 1041.147583
	Iteration 14Q: 3 clusters Score -4935253 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -4935508.000000 Penalty: 1041.147583
	Iteration 15Q: 3 clusters Score -4935508 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 90945 members 
Entering Unmasked Estep 
Score: -4935692.500000 Penalty: 1041.147583
	Iteration 16Q: 3 clusters Score -4935692 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 91277 members 
Entering Unmasked Estep 
Score: -4935821.500000 Penalty: 1041.147583
	Iteration 17Q: 3 clusters Score -4935822 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -4935901.500000 Penalty: 1041.147583
	Iteration 18Q: 3 clusters Score -4935902 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -4935977.500000 Penalty: 1041.147583
	Iteration 19Q: 3 clusters Score -4935978 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 91930 members 
Entering Unmasked Estep 
Score: -4936038.500000 Penalty: 1041.147583
	Iteration 20F: 3 clusters Score -4936038 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
Score: -4936105.500000 Penalty: 1041.147583
	Iteration 21Q: 3 clusters Score -4936106 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -4936161.000000 Penalty: 1041.147583
	Iteration 22Q: 3 clusters Score -4936161 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 92262 members 
Entering Unmasked Estep 
Score: -4936187.500000 Penalty: 1041.147583
	Iteration 23Q: 3 clusters Score -4936188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 92319 members 
Entering Unmasked Estep 
Score: -4936195.000000 Penalty: 1041.147583
	Iteration 24Q: 3 clusters Score -4936195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -4936209.000000 Penalty: 1041.147583
	Iteration 25Q: 3 clusters Score -4936209 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 92422 members 
Entering Unmasked Estep 
Score: -4936224.000000 Penalty: 1041.147583
	Iteration 26Q: 3 clusters Score -4936224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -4936236.000000 Penalty: 1041.147583
	Iteration 27Q: 3 clusters Score -4936236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 92493 members 
Entering Unmasked Estep 
Score: -4936254.500000 Penalty: 1041.147583
	Iteration 28Q: 3 clusters Score -4936254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -4936263.500000 Penalty: 1041.147583
	Iteration 29Q: 3 clusters Score -4936264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 92541 members 
Entering Unmasked Estep 
Score: -4936276.500000 Penalty: 1041.147583
	Iteration 30Q: 3 clusters Score -4936276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -4936284.000000 Penalty: 1041.147583
	Iteration 31Q: 3 clusters Score -4936284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 92580 members 
Entering Unmasked Estep 
Score: -4936289.000000 Penalty: 1041.147583
	Iteration 32Q: 3 clusters Score -4936289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 92600 members 
Entering Unmasked Estep 
Score: -4936299.500000 Penalty: 1041.147583
	Iteration 33Q: 3 clusters Score -4936300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -4936301.000000 Penalty: 1041.147583
	Iteration 34Q: 3 clusters Score -4936301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -4936301.000000 Penalty: 1041.147583
	Iteration 35Q: 3 clusters Score -4936301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -4936301.000000 Penalty: 1041.147583
	Iteration 36Q: 3 clusters Score -4936301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -4936304.000000 Penalty: 1041.147583
	Iteration 37Q: 3 clusters Score -4936304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 92648 members 
Entering Unmasked Estep 
Score: -4936305.000000 Penalty: 1041.147583
	Iteration 38Q: 3 clusters Score -4936305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -4936309.000000 Penalty: 1041.147583
	Iteration 39Q: 3 clusters Score -4936309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -4936305.000000 Penalty: 1041.147583
	Iteration 40F: 3 clusters Score -4936305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 92668 members 
Entering Unmasked Estep 
Score: -4936308.500000 Penalty: 1041.147583
	Iteration 41Q: 3 clusters Score -4936308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -4936311.000000 Penalty: 1041.147583
	Iteration 42Q: 3 clusters Score -4936311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -4936308.000000 Penalty: 1041.147583
	Iteration 43Q: 3 clusters Score -4936308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -4936309.000000 Penalty: 1041.147583
	Iteration 44Q: 3 clusters Score -4936309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -4936318.000000 Penalty: 1041.147583
	Iteration 45Q: 3 clusters Score -4936318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 92711 members 
Entering Unmasked Estep 
Score: -4936319.000000 Penalty: 1041.147583
	Iteration 46Q: 3 clusters Score -4936319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -4936324.500000 Penalty: 1041.147583
	Iteration 47Q: 3 clusters Score -4936324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 92729 members 
Entering Unmasked Estep 
Score: -4936326.000000 Penalty: 1041.147583
	Iteration 48Q: 3 clusters Score -4936326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
Score: -4936328.000000 Penalty: 1041.147583
	Iteration 49Q: 3 clusters Score -4936328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -4936335.000000 Penalty: 1041.147583
	Iteration 50Q: 3 clusters Score -4936335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -4936330.000000 Penalty: 1041.147583
	Iteration 51Q: 3 clusters Score -4936330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -4936332.000000 Penalty: 1041.147583
	Iteration 52Q: 3 clusters Score -4936332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -4936332.500000 Penalty: 1041.147583
	Iteration 53Q: 3 clusters Score -4936332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -4936333.500000 Penalty: 1041.147583
	Iteration 54Q: 3 clusters Score -4936334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -4936338.000000 Penalty: 1041.147583
	Iteration 55Q: 3 clusters Score -4936338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 92759 members 
Entering Unmasked Estep 
Score: -4936335.500000 Penalty: 1041.147583
	Iteration 56Q: 3 clusters Score -4936336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 92759 members 
Entering Unmasked Estep 
Score: -4936335.500000 Penalty: 1041.147583
	Iteration 57F: 3 clusters Score -4936336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -11373.726562 Penalty: 254.049072
	Iteration 0F: 2 clusters Score -11373.73 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 135 members 
Entering Unmasked Estep 
Score: -11092.209961 Penalty: 508.098145
	Iteration 0F: 3 clusters Score -11092.21 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11255.282227 Penalty: 508.098145
	Iteration 1F: 3 clusters Score -11255.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11339.541016 Penalty: 508.098145
	Iteration 2F: 3 clusters Score -11339.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11383.515625 Penalty: 508.098145
	Iteration 3F: 3 clusters Score -11383.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11422.984375 Penalty: 508.098145
	Iteration 4Q: 3 clusters Score -11422.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11435.510742 Penalty: 508.098145
	Iteration 5Q: 3 clusters Score -11435.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11446.605469 Penalty: 508.098145
	Iteration 6Q: 3 clusters Score -11446.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11453.490234 Penalty: 508.098145
	Iteration 7Q: 3 clusters Score -11453.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11454.801758 Penalty: 508.098145
	Iteration 8Q: 3 clusters Score -11454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11458.217773 Penalty: 508.098145
	Iteration 9Q: 3 clusters Score -11458.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11459.979492 Penalty: 508.098145
	Iteration 10Q: 3 clusters Score -11459.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11462.973633 Penalty: 508.098145
	Iteration 11Q: 3 clusters Score -11462.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11462.973633 Penalty: 508.098145
	Iteration 12F: 3 clusters Score -11462.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 3243 members 
Mstep: Class 3 contains 80406 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 5 contains 76230 members 
Mstep: Class 6 contains 16677 members 
Mstep: Class 7 contains 2508 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 40212 members 
Mstep: Class 11 contains 81183 members 
Mstep: Class 12 contains 20125 members 
Mstep: Class 13 contains 62970 members 
Mstep: Class 14 contains 18380 members 
Mstep: Class 15 contains 82468 members 
Mstep: Class 16 contains 2442 members 
Mstep: Class 17 contains 15184 members 
Mstep: Class 18 contains 72948 members 
Mstep: Class 19 contains 66961 members 
Mstep: Class 20 contains 121816 members 
Mstep: Class 21 contains 48591 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 41027 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 15935 members 
Mstep: Class 28 contains 5941 members 
Mstep: Class 29 contains 152642 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 14131 members 
Mstep: Class 33 contains 11197 members 
Mstep: Class 34 contains 93077 members 
Mstep: Class 35 contains 73 members 
Mstep: Class 36 contains 97701 members 
Mstep: Class 37 contains 86062 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75463 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27745 members 
Mstep: Class 43 contains 160403 members 
Mstep: Class 44 contains 2051 members 
Mstep: Class 45 contains 3864 members 
Mstep: Class 46 contains 193 members 
Entering Unmasked Estep 
Score: -87420648.000000 Penalty: 30063.429688
Splitting cluster 35 changes total score from -87420832.000000 to -87420648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (97701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Entering Unmasked Estep 
Score: -5349632.500000 Penalty: 522.779846
	Iteration 0F: 2 clusters Score -5349632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -5285813.500000 Penalty: 1045.559692
	Iteration 0F: 3 clusters Score -5285814 nChanged 47698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -5315527.000000 Penalty: 1045.559692
	Iteration 1F: 3 clusters Score -5315527 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -5316520.500000 Penalty: 1045.559692
	Iteration 2Q: 3 clusters Score -5316520 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -5317423.000000 Penalty: 1045.559692
	Iteration 3Q: 3 clusters Score -5317423 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -5318391.500000 Penalty: 1045.559692
	Iteration 4Q: 3 clusters Score -5318392 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -5319501.500000 Penalty: 1045.559692
	Iteration 5Q: 3 clusters Score -5319502 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -5320941.500000 Penalty: 1045.559692
	Iteration 6Q: 3 clusters Score -5320942 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 49352 members 
Entering Unmasked Estep 
Score: -5323300.500000 Penalty: 1045.559692
	Iteration 7Q: 3 clusters Score -5323300 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -5326626.500000 Penalty: 1045.559692
	Iteration 8F: 3 clusters Score -5326626 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -5330582.000000 Penalty: 1045.559692
	Iteration 9F: 3 clusters Score -5330582 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -5333267.000000 Penalty: 1045.559692
	Iteration 10F: 3 clusters Score -5333267 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -5334303.500000 Penalty: 1045.559692
	Iteration 11Q: 3 clusters Score -5334304 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -5334677.000000 Penalty: 1045.559692
	Iteration 12Q: 3 clusters Score -5334677 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -5334860.000000 Penalty: 1045.559692
	Iteration 13Q: 3 clusters Score -5334860 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -5335098.500000 Penalty: 1045.559692
	Iteration 14Q: 3 clusters Score -5335098 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -5335300.500000 Penalty: 1045.559692
	Iteration 15Q: 3 clusters Score -5335300 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -5335492.500000 Penalty: 1045.559692
	Iteration 16Q: 3 clusters Score -5335492 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -5335737.500000 Penalty: 1045.559692
	Iteration 17Q: 3 clusters Score -5335738 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -5335998.500000 Penalty: 1045.559692
	Iteration 18Q: 3 clusters Score -5335998 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -5336277.000000 Penalty: 1045.559692
	Iteration 19Q: 3 clusters Score -5336277 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -5336483.000000 Penalty: 1045.559692
	Iteration 20F: 3 clusters Score -5336483 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -5336750.500000 Penalty: 1045.559692
	Iteration 21Q: 3 clusters Score -5336750 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -5337032.500000 Penalty: 1045.559692
	Iteration 22Q: 3 clusters Score -5337032 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -5337388.500000 Penalty: 1045.559692
	Iteration 23Q: 3 clusters Score -5337388 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61820 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5337812.000000 Penalty: 1045.559692
	Iteration 24Q: 3 clusters Score -5337812 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -5338345.500000 Penalty: 1045.559692
	Iteration 25Q: 3 clusters Score -5338346 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -5339052.500000 Penalty: 1045.559692
	Iteration 26Q: 3 clusters Score -5339052 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65559 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -5339960.500000 Penalty: 1045.559692
	Iteration 27Q: 3 clusters Score -5339960 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -5341059.000000 Penalty: 1045.559692
	Iteration 28Q: 3 clusters Score -5341059 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -5342299.500000 Penalty: 1045.559692
	Iteration 29Q: 3 clusters Score -5342300 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -5343629.000000 Penalty: 1045.559692
	Iteration 30Q: 3 clusters Score -5343629 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -5344938.000000 Penalty: 1045.559692
	Iteration 31Q: 3 clusters Score -5344938 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -5346160.000000 Penalty: 1045.559692
	Iteration 32Q: 3 clusters Score -5346160 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -5347099.500000 Penalty: 1045.559692
	Iteration 33Q: 3 clusters Score -5347100 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71573 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -5347877.000000 Penalty: 1045.559692
	Iteration 34Q: 3 clusters Score -5347877 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -5348531.500000 Penalty: 1045.559692
	Iteration 35Q: 3 clusters Score -5348532 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -5349026.000000 Penalty: 1045.559692
	Iteration 36Q: 3 clusters Score -5349026 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -5349413.500000 Penalty: 1045.559692
	Iteration 37Q: 3 clusters Score -5349414 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -5349637.000000 Penalty: 1045.559692
	Iteration 38Q: 3 clusters Score -5349637 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72179 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5349768.500000 Penalty: 1045.559692
	Iteration 39Q: 3 clusters Score -5349768 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72339 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -5350159.500000 Penalty: 1045.559692
	Iteration 40F: 3 clusters Score -5350160 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72408 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5350315.500000 Penalty: 1045.559692
	Iteration 41Q: 3 clusters Score -5350316 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5350408.500000 Penalty: 1045.559692
	Iteration 42Q: 3 clusters Score -5350408 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -5350481.000000 Penalty: 1045.559692
	Iteration 43Q: 3 clusters Score -5350481 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -5350502.000000 Penalty: 1045.559692
	Iteration 44Q: 3 clusters Score -5350502 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -5350533.000000 Penalty: 1045.559692
	Iteration 45Q: 3 clusters Score -5350533 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73340 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -5350542.500000 Penalty: 1045.559692
	Iteration 46Q: 3 clusters Score -5350542 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -5350547.500000 Penalty: 1045.559692
	Iteration 47Q: 3 clusters Score -5350548 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -5350558.000000 Penalty: 1045.559692
	Iteration 48Q: 3 clusters Score -5350558 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -5350531.000000 Penalty: 1045.559692
	Iteration 49Q: 3 clusters Score -5350531 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5350532.000000 Penalty: 1045.559692
	Iteration 50Q: 3 clusters Score -5350532 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74438 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -5350539.500000 Penalty: 1045.559692
	Iteration 51Q: 3 clusters Score -5350540 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5350533.000000 Penalty: 1045.559692
	Iteration 52Q: 3 clusters Score -5350533 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74842 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -5350539.000000 Penalty: 1045.559692
	Iteration 53Q: 3 clusters Score -5350539 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -5350530.000000 Penalty: 1045.559692
	Iteration 54Q: 3 clusters Score -5350530 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -5350531.000000 Penalty: 1045.559692
	Iteration 55Q: 3 clusters Score -5350531 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -5350547.000000 Penalty: 1045.559692
	Iteration 56Q: 3 clusters Score -5350547 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75505 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5350534.000000 Penalty: 1045.559692
	Iteration 57Q: 3 clusters Score -5350534 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -5350544.000000 Penalty: 1045.559692
	Iteration 58Q: 3 clusters Score -5350544 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5350538.000000 Penalty: 1045.559692
	Iteration 59Q: 3 clusters Score -5350538 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -5350536.500000 Penalty: 1045.559692
	Iteration 60F: 3 clusters Score -5350536 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -5350535.000000 Penalty: 1045.559692
	Iteration 61Q: 3 clusters Score -5350535 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -5350521.000000 Penalty: 1045.559692
	Iteration 62Q: 3 clusters Score -5350521 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5350512.000000 Penalty: 1045.559692
	Iteration 63Q: 3 clusters Score -5350512 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -5350504.500000 Penalty: 1045.559692
	Iteration 64Q: 3 clusters Score -5350504 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -5350492.000000 Penalty: 1045.559692
	Iteration 65Q: 3 clusters Score -5350492 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -5350504.500000 Penalty: 1045.559692
	Iteration 66Q: 3 clusters Score -5350504 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -5350480.000000 Penalty: 1045.559692
	Iteration 67Q: 3 clusters Score -5350480 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -5350481.500000 Penalty: 1045.559692
	Iteration 68Q: 3 clusters Score -5350482 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -5350499.000000 Penalty: 1045.559692
	Iteration 69Q: 3 clusters Score -5350499 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5350504.500000 Penalty: 1045.559692
	Iteration 70Q: 3 clusters Score -5350504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -5350499.000000 Penalty: 1045.559692
	Iteration 71Q: 3 clusters Score -5350499 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -5350477.500000 Penalty: 1045.559692
	Iteration 72Q: 3 clusters Score -5350478 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -5350447.000000 Penalty: 1045.559692
	Iteration 73Q: 3 clusters Score -5350447 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5350454.000000 Penalty: 1045.559692
	Iteration 74Q: 3 clusters Score -5350454 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78770 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -5350438.500000 Penalty: 1045.559692
	Iteration 75Q: 3 clusters Score -5350438 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -5350415.500000 Penalty: 1045.559692
	Iteration 76Q: 3 clusters Score -5350416 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79019 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -5350425.500000 Penalty: 1045.559692
	Iteration 77Q: 3 clusters Score -5350426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79135 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -5350425.000000 Penalty: 1045.559692
	Iteration 78Q: 3 clusters Score -5350425 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5350406.000000 Penalty: 1045.559692
	Iteration 79Q: 3 clusters Score -5350406 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5350393.000000 Penalty: 1045.559692
	Iteration 80F: 3 clusters Score -5350393 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -5350397.500000 Penalty: 1045.559692
	Iteration 81Q: 3 clusters Score -5350398 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -5350403.500000 Penalty: 1045.559692
	Iteration 82Q: 3 clusters Score -5350404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79723 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -5350407.000000 Penalty: 1045.559692
	Iteration 83Q: 3 clusters Score -5350407 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -5350393.000000 Penalty: 1045.559692
	Iteration 84Q: 3 clusters Score -5350393 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -5350379.000000 Penalty: 1045.559692
	Iteration 85Q: 3 clusters Score -5350379 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80015 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -5350362.500000 Penalty: 1045.559692
	Iteration 86Q: 3 clusters Score -5350362 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -5350362.000000 Penalty: 1045.559692
	Iteration 87Q: 3 clusters Score -5350362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80161 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -5350356.500000 Penalty: 1045.559692
	Iteration 88Q: 3 clusters Score -5350356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5350363.500000 Penalty: 1045.559692
	Iteration 89Q: 3 clusters Score -5350364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -5350357.000000 Penalty: 1045.559692
	Iteration 90Q: 3 clusters Score -5350357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -5350360.000000 Penalty: 1045.559692
	Iteration 91Q: 3 clusters Score -5350360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80303 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -5350351.500000 Penalty: 1045.559692
	Iteration 92Q: 3 clusters Score -5350352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -5350350.000000 Penalty: 1045.559692
	Iteration 93Q: 3 clusters Score -5350350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80374 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -5350353.000000 Penalty: 1045.559692
	Iteration 94Q: 3 clusters Score -5350353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -5350346.500000 Penalty: 1045.559692
	Iteration 95Q: 3 clusters Score -5350346 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -5350350.500000 Penalty: 1045.559692
	Iteration 96Q: 3 clusters Score -5350350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80526 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -5350342.000000 Penalty: 1045.559692
	Iteration 97Q: 3 clusters Score -5350342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -5350334.000000 Penalty: 1045.559692
	Iteration 98Q: 3 clusters Score -5350334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -5350327.500000 Penalty: 1045.559692
	Iteration 99Q: 3 clusters Score -5350328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5350317.500000 Penalty: 1045.559692
	Iteration 100F: 3 clusters Score -5350318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80714 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -5350311.500000 Penalty: 1045.559692
	Iteration 101Q: 3 clusters Score -5350312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -5350301.500000 Penalty: 1045.559692
	Iteration 102Q: 3 clusters Score -5350302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -5350308.500000 Penalty: 1045.559692
	Iteration 103Q: 3 clusters Score -5350308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80807 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -5350296.500000 Penalty: 1045.559692
	Iteration 104Q: 3 clusters Score -5350296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -5350300.500000 Penalty: 1045.559692
	Iteration 105Q: 3 clusters Score -5350300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80916 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -5350296.500000 Penalty: 1045.559692
	Iteration 106Q: 3 clusters Score -5350296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -5350287.500000 Penalty: 1045.559692
	Iteration 107Q: 3 clusters Score -5350288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80986 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -5350291.000000 Penalty: 1045.559692
	Iteration 108Q: 3 clusters Score -5350291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5350281.500000 Penalty: 1045.559692
	Iteration 109Q: 3 clusters Score -5350282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -5350280.500000 Penalty: 1045.559692
	Iteration 110Q: 3 clusters Score -5350280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -5350279.000000 Penalty: 1045.559692
	Iteration 111Q: 3 clusters Score -5350279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -5350277.000000 Penalty: 1045.559692
	Iteration 112Q: 3 clusters Score -5350277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -5350282.000000 Penalty: 1045.559692
	Iteration 113Q: 3 clusters Score -5350282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5350273.500000 Penalty: 1045.559692
	Iteration 114Q: 3 clusters Score -5350274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81180 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -5350268.000000 Penalty: 1045.559692
	Iteration 115Q: 3 clusters Score -5350268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -5350268.500000 Penalty: 1045.559692
	Iteration 116Q: 3 clusters Score -5350268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -5350269.000000 Penalty: 1045.559692
	Iteration 117Q: 3 clusters Score -5350269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -5350267.500000 Penalty: 1045.559692
	Iteration 118Q: 3 clusters Score -5350268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81220 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -5350268.000000 Penalty: 1045.559692
	Iteration 119Q: 3 clusters Score -5350268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -5350275.000000 Penalty: 1045.559692
	Iteration 120F: 3 clusters Score -5350275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -5350273.000000 Penalty: 1045.559692
	Iteration 121Q: 3 clusters Score -5350273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -5350270.500000 Penalty: 1045.559692
	Iteration 122Q: 3 clusters Score -5350270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -5350266.500000 Penalty: 1045.559692
	Iteration 123Q: 3 clusters Score -5350266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -5350263.000000 Penalty: 1045.559692
	Iteration 124Q: 3 clusters Score -5350263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -5350257.500000 Penalty: 1045.559692
	Iteration 125Q: 3 clusters Score -5350258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -5350260.000000 Penalty: 1045.559692
	Iteration 126Q: 3 clusters Score -5350260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -5350269.500000 Penalty: 1045.559692
	Iteration 127Q: 3 clusters Score -5350270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81353 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -5350268.000000 Penalty: 1045.559692
	Iteration 128Q: 3 clusters Score -5350268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -5350271.000000 Penalty: 1045.559692
	Iteration 129Q: 3 clusters Score -5350271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -5350262.500000 Penalty: 1045.559692
	Iteration 130Q: 3 clusters Score -5350262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -5350261.500000 Penalty: 1045.559692
	Iteration 131Q: 3 clusters Score -5350262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -5350257.500000 Penalty: 1045.559692
	Iteration 132Q: 3 clusters Score -5350258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81374 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -5350257.000000 Penalty: 1045.559692
	Iteration 133Q: 3 clusters Score -5350257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -5350259.000000 Penalty: 1045.559692
	Iteration 134Q: 3 clusters Score -5350259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -5350259.000000 Penalty: 1045.559692
	Iteration 135F: 3 clusters Score -5350259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 3243 members 
Mstep: Class 3 contains 80406 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 5 contains 76230 members 
Mstep: Class 6 contains 16677 members 
Mstep: Class 7 contains 2508 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 40212 members 
Mstep: Class 11 contains 81183 members 
Mstep: Class 12 contains 20125 members 
Mstep: Class 13 contains 62970 members 
Mstep: Class 14 contains 18380 members 
Mstep: Class 15 contains 82468 members 
Mstep: Class 16 contains 2442 members 
Mstep: Class 17 contains 15184 members 
Mstep: Class 18 contains 72948 members 
Mstep: Class 19 contains 66961 members 
Mstep: Class 20 contains 121816 members 
Mstep: Class 21 contains 48591 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 41027 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 15935 members 
Mstep: Class 28 contains 5941 members 
Mstep: Class 29 contains 152642 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 14131 members 
Mstep: Class 33 contains 11197 members 
Mstep: Class 34 contains 93077 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 81377 members 
Mstep: Class 37 contains 86062 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75463 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27745 members 
Mstep: Class 43 contains 160403 members 
Mstep: Class 44 contains 2051 members 
Mstep: Class 45 contains 3864 members 
Mstep: Class 46 contains 16324 members 
Entering Unmasked Estep 
Score: -87421824.000000 Penalty: 30063.429688
Splitting cluster 36 changes total score from -87420832.000000 to -87421824.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 37 (86062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86062 members 
Entering Unmasked Estep 
Score: -4798688.500000 Penalty: 517.008484
	Iteration 0F: 2 clusters Score -4798688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -4741042.500000 Penalty: 1034.016968
	Iteration 0F: 3 clusters Score -4741042 nChanged 42063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -4767177.000000 Penalty: 1034.016968
	Iteration 1F: 3 clusters Score -4767177 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -4768708.000000 Penalty: 1034.016968
	Iteration 2Q: 3 clusters Score -4768708 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -4771009.500000 Penalty: 1034.016968
	Iteration 3Q: 3 clusters Score -4771010 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -4774738.500000 Penalty: 1034.016968
	Iteration 4F: 3 clusters Score -4774738 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -4779872.500000 Penalty: 1034.016968
	Iteration 5F: 3 clusters Score -4779872 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -4784940.000000 Penalty: 1034.016968
	Iteration 6F: 3 clusters Score -4784940 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -4787916.000000 Penalty: 1034.016968
	Iteration 7F: 3 clusters Score -4787916 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -4789435.000000 Penalty: 1034.016968
	Iteration 8Q: 3 clusters Score -4789435 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 53599 members 
Entering Unmasked Estep 
Score: -4790588.500000 Penalty: 1034.016968
	Iteration 9Q: 3 clusters Score -4790588 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -4791697.500000 Penalty: 1034.016968
	Iteration 10Q: 3 clusters Score -4791698 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -4792802.000000 Penalty: 1034.016968
	Iteration 11Q: 3 clusters Score -4792802 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -4793705.500000 Penalty: 1034.016968
	Iteration 12Q: 3 clusters Score -4793706 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -4794384.000000 Penalty: 1034.016968
	Iteration 13Q: 3 clusters Score -4794384 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -4794859.500000 Penalty: 1034.016968
	Iteration 14Q: 3 clusters Score -4794860 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -4795122.000000 Penalty: 1034.016968
	Iteration 15Q: 3 clusters Score -4795122 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -4795288.000000 Penalty: 1034.016968
	Iteration 16Q: 3 clusters Score -4795288 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -4795380.500000 Penalty: 1034.016968
	Iteration 17Q: 3 clusters Score -4795380 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -4795425.000000 Penalty: 1034.016968
	Iteration 18Q: 3 clusters Score -4795425 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -4795469.500000 Penalty: 1034.016968
	Iteration 19Q: 3 clusters Score -4795470 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -4795478.500000 Penalty: 1034.016968
	Iteration 20F: 3 clusters Score -4795478 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -4795510.000000 Penalty: 1034.016968
	Iteration 21Q: 3 clusters Score -4795510 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -4795521.000000 Penalty: 1034.016968
	Iteration 22Q: 3 clusters Score -4795521 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -4795552.500000 Penalty: 1034.016968
	Iteration 23Q: 3 clusters Score -4795552 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -4795533.500000 Penalty: 1034.016968
	Iteration 24Q: 3 clusters Score -4795534 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -4795541.500000 Penalty: 1034.016968
	Iteration 25Q: 3 clusters Score -4795542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -4795554.000000 Penalty: 1034.016968
	Iteration 26Q: 3 clusters Score -4795554 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -4795556.000000 Penalty: 1034.016968
	Iteration 27Q: 3 clusters Score -4795556 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -4795556.500000 Penalty: 1034.016968
	Iteration 28Q: 3 clusters Score -4795556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 56215 members 
Entering Unmasked Estep 
Score: -4795558.000000 Penalty: 1034.016968
	Iteration 29Q: 3 clusters Score -4795558 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -4795567.500000 Penalty: 1034.016968
	Iteration 30Q: 3 clusters Score -4795568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -4795559.000000 Penalty: 1034.016968
	Iteration 31Q: 3 clusters Score -4795559 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -4795560.000000 Penalty: 1034.016968
	Iteration 32Q: 3 clusters Score -4795560 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 56718 members 
Entering Unmasked Estep 
Score: -4795554.000000 Penalty: 1034.016968
	Iteration 33Q: 3 clusters Score -4795554 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -4795560.500000 Penalty: 1034.016968
	Iteration 34Q: 3 clusters Score -4795560 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -4795555.000000 Penalty: 1034.016968
	Iteration 35Q: 3 clusters Score -4795555 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -4795551.500000 Penalty: 1034.016968
	Iteration 36Q: 3 clusters Score -4795552 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -4795545.000000 Penalty: 1034.016968
	Iteration 37Q: 3 clusters Score -4795545 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -4795545.000000 Penalty: 1034.016968
	Iteration 38Q: 3 clusters Score -4795545 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4795574 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 57883 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4795588 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4795592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4795586 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4795586 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4795585 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4795588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4795597 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4795600 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4795605 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4795628 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4795642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4795646 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4795646 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4795646 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4795654 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4795667 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4795673 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4795682 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4795682 nChanged 197
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Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4795684 nChanged 190
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Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4795681 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4795679 nChanged 205
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4795690 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4795694 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4795700 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 61905 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4795714 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4795743 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4795739 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4795747 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 62642 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4795730 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4795720 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4795729 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4795736 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4795748 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4795738 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4795761 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4795772 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4795785 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 64479 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4795804 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4795814 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4795845 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4795838 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4795872 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4795868 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4795872 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4795871 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4795871 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4795875 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4795870 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4795880 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4795888 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4795896 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4795900 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4795924 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4795928 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4795932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4795934 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4795925 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4795920 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 67819 members 
Entering Unmasked Estep 
Score: -4795921.500000 Penalty: 1034.016968
	Iteration 103Q: 3 clusters Score -4795922 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4795916 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4795932 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4795938 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4795934 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -4795941.500000 Penalty: 1034.016968
	Iteration 108Q: 3 clusters Score -4795942 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4795950 nChanged 135
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Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4795959 nChanged 141
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Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4795966 nChanged 153
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Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4795991 nChanged 163
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Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4795986 nChanged 175
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Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4795995 nChanged 202
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Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 69497 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4796008 nChanged 185
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Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4796012 nChanged 171
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Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4796010 nChanged 172
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Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4796018 nChanged 171
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Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4796024 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 70367 members 
Entering Unmasked Estep 
Score: -4796040.500000 Penalty: 1034.016968
	Iteration 120F: 3 clusters Score -4796040 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4796047 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 70732 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4796069 nChanged 201
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Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4796072 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 71116 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4796062 nChanged 156
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Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4796068 nChanged 167
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Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4796094 nChanged 187
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Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4796116 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 71803 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4796134 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4796128 nChanged 183
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Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4796149 nChanged 188
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Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4796174 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -4796195.500000 Penalty: 1034.016968
	Iteration 132Q: 3 clusters Score -4796196 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4796200 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -4796230.500000 Penalty: 1034.016968
	Iteration 134Q: 3 clusters Score -4796230 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -4796243.500000 Penalty: 1034.016968
	Iteration 135Q: 3 clusters Score -4796244 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -4796246.500000 Penalty: 1034.016968
	Iteration 136Q: 3 clusters Score -4796246 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4796277 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 73865 members 
Entering Unmasked Estep 
Score: -4796273.500000 Penalty: 1034.016968
	Iteration 138Q: 3 clusters Score -4796274 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 74041 members 
Entering Unmasked Estep 
Score: -4796273.500000 Penalty: 1034.016968
	Iteration 139Q: 3 clusters Score -4796274 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -4796289.500000 Penalty: 1034.016968
	Iteration 140F: 3 clusters Score -4796290 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 74355 members 
Entering Unmasked Estep 
Score: -4796314.000000 Penalty: 1034.016968
	Iteration 141Q: 3 clusters Score -4796314 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -4796305.500000 Penalty: 1034.016968
	Iteration 142Q: 3 clusters Score -4796306 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
Score: -4796314.500000 Penalty: 1034.016968
	Iteration 143Q: 3 clusters Score -4796314 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -4796321.000000 Penalty: 1034.016968
	Iteration 144Q: 3 clusters Score -4796321 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -4796323.000000 Penalty: 1034.016968
	Iteration 145Q: 3 clusters Score -4796323 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 75058 members 
Entering Unmasked Estep 
Score: -4796339.000000 Penalty: 1034.016968
	Iteration 146Q: 3 clusters Score -4796339 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -4796334.500000 Penalty: 1034.016968
	Iteration 147Q: 3 clusters Score -4796334 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -4796349.000000 Penalty: 1034.016968
	Iteration 148Q: 3 clusters Score -4796349 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -4796351.500000 Penalty: 1034.016968
	Iteration 149Q: 3 clusters Score -4796352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 75720 members 
Entering Unmasked Estep 
Score: -4796363.500000 Penalty: 1034.016968
	Iteration 150Q: 3 clusters Score -4796364 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -4796386.000000 Penalty: 1034.016968
	Iteration 151Q: 3 clusters Score -4796386 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 76123 members 
Entering Unmasked Estep 
Score: -4796411.000000 Penalty: 1034.016968
	Iteration 152Q: 3 clusters Score -4796411 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -4796430.000000 Penalty: 1034.016968
	Iteration 153Q: 3 clusters Score -4796430 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -4796439.500000 Penalty: 1034.016968
	Iteration 154Q: 3 clusters Score -4796440 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 76712 members 
Entering Unmasked Estep 
Score: -4796461.500000 Penalty: 1034.016968
	Iteration 155Q: 3 clusters Score -4796462 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -4796495.500000 Penalty: 1034.016968
	Iteration 156Q: 3 clusters Score -4796496 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -4796497.000000 Penalty: 1034.016968
	Iteration 157Q: 3 clusters Score -4796497 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -4796507.500000 Penalty: 1034.016968
	Iteration 158Q: 3 clusters Score -4796508 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -4796496.000000 Penalty: 1034.016968
	Iteration 159Q: 3 clusters Score -4796496 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 77746 members 
Entering Unmasked Estep 
Score: -4796522.500000 Penalty: 1034.016968
	Iteration 160F: 3 clusters Score -4796522 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -4796533.500000 Penalty: 1034.016968
	Iteration 161Q: 3 clusters Score -4796534 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -4796566.500000 Penalty: 1034.016968
	Iteration 162Q: 3 clusters Score -4796566 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -4796564.500000 Penalty: 1034.016968
	Iteration 163Q: 3 clusters Score -4796564 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -4796618.000000 Penalty: 1034.016968
	Iteration 164Q: 3 clusters Score -4796618 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4796666 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -4796691.500000 Penalty: 1034.016968
	Iteration 166Q: 3 clusters Score -4796692 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -4796703.500000 Penalty: 1034.016968
	Iteration 167Q: 3 clusters Score -4796704 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -4796732.000000 Penalty: 1034.016968
	Iteration 168Q: 3 clusters Score -4796732 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4796765 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 80225 members 
Entering Unmasked Estep 
Score: -4796811.500000 Penalty: 1034.016968
	Iteration 170Q: 3 clusters Score -4796812 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -4796858.000000 Penalty: 1034.016968
	Iteration 171Q: 3 clusters Score -4796858 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -4796950.000000 Penalty: 1034.016968
	Iteration 172Q: 3 clusters Score -4796950 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -4797008.500000 Penalty: 1034.016968
	Iteration 173Q: 3 clusters Score -4797008 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -4797071.000000 Penalty: 1034.016968
	Iteration 174Q: 3 clusters Score -4797071 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 81710 members 
Entering Unmasked Estep 
Score: -4797115.000000 Penalty: 1034.016968
	Iteration 175Q: 3 clusters Score -4797115 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 81979 members 
Entering Unmasked Estep 
Score: -4797168.500000 Penalty: 1034.016968
	Iteration 176Q: 3 clusters Score -4797168 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -4797231.000000 Penalty: 1034.016968
	Iteration 177Q: 3 clusters Score -4797231 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -4797288.000000 Penalty: 1034.016968
	Iteration 178Q: 3 clusters Score -4797288 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -4797336.000000 Penalty: 1034.016968
	Iteration 179Q: 3 clusters Score -4797336 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -4797395.500000 Penalty: 1034.016968
	Iteration 180F: 3 clusters Score -4797396 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -4797454.000000 Penalty: 1034.016968
	Iteration 181Q: 3 clusters Score -4797454 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -4797503.000000 Penalty: 1034.016968
	Iteration 182Q: 3 clusters Score -4797503 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 83695 members 
Entering Unmasked Estep 
Score: -4797551.500000 Penalty: 1034.016968
	Iteration 183Q: 3 clusters Score -4797552 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -4797584.000000 Penalty: 1034.016968
	Iteration 184Q: 3 clusters Score -4797584 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 84133 members 
Entering Unmasked Estep 
Score: -4797667.500000 Penalty: 1034.016968
	Iteration 185Q: 3 clusters Score -4797668 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -4797738.000000 Penalty: 1034.016968
	Iteration 186Q: 3 clusters Score -4797738 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -4797796.500000 Penalty: 1034.016968
	Iteration 187Q: 3 clusters Score -4797796 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 84773 members 
Entering Unmasked Estep 
Score: -4797855.000000 Penalty: 1034.016968
	Iteration 188Q: 3 clusters Score -4797855 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -4797904.500000 Penalty: 1034.016968
	Iteration 189Q: 3 clusters Score -4797904 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 85051 members 
Entering Unmasked Estep 
Score: -4797942.500000 Penalty: 1034.016968
	Iteration 190Q: 3 clusters Score -4797942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
Score: -4797992.500000 Penalty: 1034.016968
	Iteration 191Q: 3 clusters Score -4797992 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 85288 members 
Entering Unmasked Estep 
Score: -4798037.000000 Penalty: 1034.016968
	Iteration 192Q: 3 clusters Score -4798037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -4798075.500000 Penalty: 1034.016968
	Iteration 193Q: 3 clusters Score -4798076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -4798097.500000 Penalty: 1034.016968
	Iteration 194Q: 3 clusters Score -4798098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 85493 members 
Entering Unmasked Estep 
Score: -4798118.500000 Penalty: 1034.016968
	Iteration 195Q: 3 clusters Score -4798118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -4798146.000000 Penalty: 1034.016968
	Iteration 196Q: 3 clusters Score -4798146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 85585 members 
Entering Unmasked Estep 
Score: -4798173.500000 Penalty: 1034.016968
	Iteration 197Q: 3 clusters Score -4798174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -4798195.500000 Penalty: 1034.016968
	Iteration 198Q: 3 clusters Score -4798196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 85651 members 
Entering Unmasked Estep 
Score: -4798228.000000 Penalty: 1034.016968
	Iteration 199Q: 3 clusters Score -4798228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
Score: -4798260.500000 Penalty: 1034.016968
	Iteration 200F: 3 clusters Score -4798260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 85703 members 
Entering Unmasked Estep 
Score: -4798287.500000 Penalty: 1034.016968
	Iteration 201Q: 3 clusters Score -4798288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -4798305.000000 Penalty: 1034.016968
	Iteration 202Q: 3 clusters Score -4798305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -4798311.000000 Penalty: 1034.016968
	Iteration 203Q: 3 clusters Score -4798311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -4798315.000000 Penalty: 1034.016968
	Iteration 204Q: 3 clusters Score -4798315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -4798319.500000 Penalty: 1034.016968
	Iteration 205Q: 3 clusters Score -4798320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -4798320.500000 Penalty: 1034.016968
	Iteration 206Q: 3 clusters Score -4798320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -4798321.000000 Penalty: 1034.016968
	Iteration 207Q: 3 clusters Score -4798321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -4798321.500000 Penalty: 1034.016968
	Iteration 208Q: 3 clusters Score -4798322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -4798324.500000 Penalty: 1034.016968
	Iteration 209Q: 3 clusters Score -4798324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -4798324.500000 Penalty: 1034.016968
	Iteration 210Q: 3 clusters Score -4798324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -4798326.500000 Penalty: 1034.016968
	Iteration 211Q: 3 clusters Score -4798326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -4798336.000000 Penalty: 1034.016968
	Iteration 212Q: 3 clusters Score -4798336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -4798337.500000 Penalty: 1034.016968
	Iteration 213Q: 3 clusters Score -4798338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 85735 members 
Entering Unmasked Estep 
Score: -4798340.000000 Penalty: 1034.016968
	Iteration 214Q: 3 clusters Score -4798340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -4798337.000000 Penalty: 1034.016968
	Iteration 215Q: 3 clusters Score -4798337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -4798335.500000 Penalty: 1034.016968
	Iteration 216Q: 3 clusters Score -4798336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -4798338.500000 Penalty: 1034.016968
	Iteration 217Q: 3 clusters Score -4798338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -4798341.500000 Penalty: 1034.016968
	Iteration 218Q: 3 clusters Score -4798342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 85735 members 
Entering Unmasked Estep 
Score: -4798337.000000 Penalty: 1034.016968
	Iteration 219Q: 3 clusters Score -4798337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 85735 members 
Entering Unmasked Estep 
Score: -4798337.000000 Penalty: 1034.016968
	Iteration 220F: 3 clusters Score -4798337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -27020.746094 Penalty: 283.665680
	Iteration 0F: 2 clusters Score -27020.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -26503.466797 Penalty: 567.331360
	Iteration 0F: 3 clusters Score -26503.47 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26618.267578 Penalty: 567.331360
	Iteration 1F: 3 clusters Score -26618.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26661.033203 Penalty: 567.331360
	Iteration 2F: 3 clusters Score -26661.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -26687.335938 Penalty: 567.331360
	Iteration 3F: 3 clusters Score -26687.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26702.263672 Penalty: 567.331360
	Iteration 4Q: 3 clusters Score -26702.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26720.185547 Penalty: 567.331360
	Iteration 5Q: 3 clusters Score -26720.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26730.535156 Penalty: 567.331360
	Iteration 6Q: 3 clusters Score -26730.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -26738.400391 Penalty: 567.331360
	Iteration 7Q: 3 clusters Score -26738.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -26744.994141 Penalty: 567.331360
	Iteration 8Q: 3 clusters Score -26744.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26749.769531 Penalty: 567.331360
	Iteration 9Q: 3 clusters Score -26749.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26750.812500 Penalty: 567.331360
	Iteration 10Q: 3 clusters Score -26750.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -26753.019531 Penalty: 567.331360
	Iteration 11Q: 3 clusters Score -26753.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -26757.347656 Penalty: 567.331360
	Iteration 12Q: 3 clusters Score -26757.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26759.769531 Penalty: 567.331360
	Iteration 13Q: 3 clusters Score -26759.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26759.769531 Penalty: 567.331360
	Iteration 14F: 3 clusters Score -26759.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -107781.359375 Penalty: 350.466309
	Iteration 0F: 2 clusters Score -107781.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -106209.679688 Penalty: 700.932617
	Iteration 0F: 3 clusters Score -106209.7 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -106764.890625 Penalty: 700.932617
	Iteration 1F: 3 clusters Score -106764.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -106911.843750 Penalty: 700.932617
	Iteration 2F: 3 clusters Score -106911.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -107071.460938 Penalty: 700.932617
	Iteration 3F: 3 clusters Score -107071.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -107238.695312 Penalty: 700.932617
	Iteration 4F: 3 clusters Score -107238.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107395.796875 Penalty: 700.932617
	Iteration 5F: 3 clusters Score -107395.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107482.007812 Penalty: 700.932617
	Iteration 6Q: 3 clusters Score -107482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -107530.992188 Penalty: 700.932617
	Iteration 7Q: 3 clusters Score -107531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -107559.007812 Penalty: 700.932617
	Iteration 8Q: 3 clusters Score -107559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107571.351562 Penalty: 700.932617
	Iteration 9Q: 3 clusters Score -107571.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -107577.921875 Penalty: 700.932617
	Iteration 10Q: 3 clusters Score -107577.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107581.007812 Penalty: 700.932617
	Iteration 11Q: 3 clusters Score -107581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -107581.500000 Penalty: 700.932617
	Iteration 12Q: 3 clusters Score -107581.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107582.093750 Penalty: 700.932617
	Iteration 13Q: 3 clusters Score -107582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107582.921875 Penalty: 700.932617
	Iteration 14Q: 3 clusters Score -107582.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -107584.968750 Penalty: 700.932617
	Iteration 15Q: 3 clusters Score -107585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107585.578125 Penalty: 700.932617
	Iteration 16Q: 3 clusters Score -107585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -107586.101562 Penalty: 700.932617
	Iteration 17Q: 3 clusters Score -107586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -107586.929688 Penalty: 700.932617
	Iteration 18Q: 3 clusters Score -107586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -107587.492188 Penalty: 700.932617
	Iteration 19Q: 3 clusters Score -107587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -107587.710938 Penalty: 700.932617
	Iteration 20F: 3 clusters Score -107587.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (75463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Entering Unmasked Estep 
Score: -3965364.750000 Penalty: 511.028595
	Iteration 0F: 2 clusters Score -3965365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -3914643.500000 Penalty: 1022.057190
	Iteration 0F: 3 clusters Score -3914644 nChanged 36690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -3939315.250000 Penalty: 1022.057190
	Iteration 1F: 3 clusters Score -3939315 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -3942815.500000 Penalty: 1022.057190
	Iteration 2F: 3 clusters Score -3942816 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -3947441.500000 Penalty: 1022.057190
	Iteration 3F: 3 clusters Score -3947442 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -3951813.500000 Penalty: 1022.057190
	Iteration 4F: 3 clusters Score -3951814 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -3953987.250000 Penalty: 1022.057190
	Iteration 5F: 3 clusters Score -3953987 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -3954651.750000 Penalty: 1022.057190
	Iteration 6Q: 3 clusters Score -3954652 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -3954837.500000 Penalty: 1022.057190
	Iteration 7Q: 3 clusters Score -3954838 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3954998.750000 Penalty: 1022.057190
	Iteration 8Q: 3 clusters Score -3954999 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -3955164.500000 Penalty: 1022.057190
	Iteration 9Q: 3 clusters Score -3955164 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3955301.750000 Penalty: 1022.057190
	Iteration 10Q: 3 clusters Score -3955302 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3955448.500000 Penalty: 1022.057190
	Iteration 11Q: 3 clusters Score -3955448 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3955574.750000 Penalty: 1022.057190
	Iteration 12Q: 3 clusters Score -3955575 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3955795.000000 Penalty: 1022.057190
	Iteration 13Q: 3 clusters Score -3955795 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3956033.250000 Penalty: 1022.057190
	Iteration 14Q: 3 clusters Score -3956033 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3956266.500000 Penalty: 1022.057190
	Iteration 15Q: 3 clusters Score -3956266 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3956561.750000 Penalty: 1022.057190
	Iteration 16Q: 3 clusters Score -3956562 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52122 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3956865.500000 Penalty: 1022.057190
	Iteration 17Q: 3 clusters Score -3956866 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3957219.000000 Penalty: 1022.057190
	Iteration 18Q: 3 clusters Score -3957219 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3957616.000000 Penalty: 1022.057190
	Iteration 19Q: 3 clusters Score -3957616 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -3958007.750000 Penalty: 1022.057190
	Iteration 20F: 3 clusters Score -3958008 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3958495.000000 Penalty: 1022.057190
	Iteration 21Q: 3 clusters Score -3958495 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -3958966.750000 Penalty: 1022.057190
	Iteration 22Q: 3 clusters Score -3958967 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3959427.500000 Penalty: 1022.057190
	Iteration 23Q: 3 clusters Score -3959428 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3959897.000000 Penalty: 1022.057190
	Iteration 24Q: 3 clusters Score -3959897 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3960330.250000 Penalty: 1022.057190
	Iteration 25Q: 3 clusters Score -3960330 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3960693.250000 Penalty: 1022.057190
	Iteration 26Q: 3 clusters Score -3960693 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3961067.000000 Penalty: 1022.057190
	Iteration 27Q: 3 clusters Score -3961067 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3961418.250000 Penalty: 1022.057190
	Iteration 28Q: 3 clusters Score -3961418 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3961762.250000 Penalty: 1022.057190
	Iteration 29Q: 3 clusters Score -3961762 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3962063.500000 Penalty: 1022.057190
	Iteration 30Q: 3 clusters Score -3962064 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67547 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3962406.500000 Penalty: 1022.057190
	Iteration 31Q: 3 clusters Score -3962406 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3962704.750000 Penalty: 1022.057190
	Iteration 32Q: 3 clusters Score -3962705 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3962986.250000 Penalty: 1022.057190
	Iteration 33Q: 3 clusters Score -3962986 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3963269.250000 Penalty: 1022.057190
	Iteration 34Q: 3 clusters Score -3963269 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -3963511.750000 Penalty: 1022.057190
	Iteration 35Q: 3 clusters Score -3963512 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3963764.500000 Penalty: 1022.057190
	Iteration 36Q: 3 clusters Score -3963764 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3964007.750000 Penalty: 1022.057190
	Iteration 37Q: 3 clusters Score -3964008 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72278 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3964234.000000 Penalty: 1022.057190
	Iteration 38Q: 3 clusters Score -3964234 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3964407.750000 Penalty: 1022.057190
	Iteration 39Q: 3 clusters Score -3964408 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73127 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3964583.000000 Penalty: 1022.057190
	Iteration 40F: 3 clusters Score -3964583 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3964720.500000 Penalty: 1022.057190
	Iteration 41Q: 3 clusters Score -3964720 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3964804.250000 Penalty: 1022.057190
	Iteration 42Q: 3 clusters Score -3964804 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3964887.500000 Penalty: 1022.057190
	Iteration 43Q: 3 clusters Score -3964888 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74112 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3964957.250000 Penalty: 1022.057190
	Iteration 44Q: 3 clusters Score -3964957 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3964997.500000 Penalty: 1022.057190
	Iteration 45Q: 3 clusters Score -3964998 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3965020.000000 Penalty: 1022.057190
	Iteration 46Q: 3 clusters Score -3965020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3965052.000000 Penalty: 1022.057190
	Iteration 47Q: 3 clusters Score -3965052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3965072.250000 Penalty: 1022.057190
	Iteration 48Q: 3 clusters Score -3965072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3965083.750000 Penalty: 1022.057190
	Iteration 49Q: 3 clusters Score -3965084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3965101.250000 Penalty: 1022.057190
	Iteration 50Q: 3 clusters Score -3965101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3965102.250000 Penalty: 1022.057190
	Iteration 51Q: 3 clusters Score -3965102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3965111.000000 Penalty: 1022.057190
	Iteration 52Q: 3 clusters Score -3965111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3965126.750000 Penalty: 1022.057190
	Iteration 53Q: 3 clusters Score -3965127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74794 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3965129.750000 Penalty: 1022.057190
	Iteration 54Q: 3 clusters Score -3965130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3965134.750000 Penalty: 1022.057190
	Iteration 55Q: 3 clusters Score -3965135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3965136.250000 Penalty: 1022.057190
	Iteration 56Q: 3 clusters Score -3965136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3965142.000000 Penalty: 1022.057190
	Iteration 57Q: 3 clusters Score -3965142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3965147.750000 Penalty: 1022.057190
	Iteration 58Q: 3 clusters Score -3965148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3965155.000000 Penalty: 1022.057190
	Iteration 59Q: 3 clusters Score -3965155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3965162.750000 Penalty: 1022.057190
	Iteration 60F: 3 clusters Score -3965163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3965170.000000 Penalty: 1022.057190
	Iteration 61Q: 3 clusters Score -3965170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3965170.000000 Penalty: 1022.057190
	Iteration 62Q: 3 clusters Score -3965170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3965170.000000 Penalty: 1022.057190
	Iteration 63Q: 3 clusters Score -3965170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3965165.000000 Penalty: 1022.057190
	Iteration 64Q: 3 clusters Score -3965165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3965163.500000 Penalty: 1022.057190
	Iteration 65Q: 3 clusters Score -3965164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3965166.500000 Penalty: 1022.057190
	Iteration 66Q: 3 clusters Score -3965166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3965168.000000 Penalty: 1022.057190
	Iteration 67Q: 3 clusters Score -3965168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3965166.250000 Penalty: 1022.057190
	Iteration 68Q: 3 clusters Score -3965166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3965166.500000 Penalty: 1022.057190
	Iteration 69Q: 3 clusters Score -3965166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3965169.750000 Penalty: 1022.057190
	Iteration 70Q: 3 clusters Score -3965170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74934 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3965165.500000 Penalty: 1022.057190
	Iteration 71Q: 3 clusters Score -3965166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3965165.250000 Penalty: 1022.057190
	Iteration 72Q: 3 clusters Score -3965165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3965166.750000 Penalty: 1022.057190
	Iteration 73Q: 3 clusters Score -3965167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74936 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3965166.750000 Penalty: 1022.057190
	Iteration 74F: 3 clusters Score -3965167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -243556.296875 Penalty: 384.328064
	Iteration 0F: 2 clusters Score -243556.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -240411.562500 Penalty: 768.656128
	Iteration 0F: 3 clusters Score -240411.6 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -241533.343750 Penalty: 768.656128
	Iteration 1F: 3 clusters Score -241533.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -241682.718750 Penalty: 768.656128
	Iteration 2F: 3 clusters Score -241682.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -241836.546875 Penalty: 768.656128
	Iteration 3F: 3 clusters Score -241836.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -242054.359375 Penalty: 768.656128
	Iteration 4F: 3 clusters Score -242054.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -242276.562500 Penalty: 768.656128
	Iteration 5F: 3 clusters Score -242276.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -242444.125000 Penalty: 768.656128
	Iteration 6F: 3 clusters Score -242444.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -242564.640625 Penalty: 768.656128
	Iteration 7Q: 3 clusters Score -242564.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -242634.546875 Penalty: 768.656128
	Iteration 8Q: 3 clusters Score -242634.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -242690.203125 Penalty: 768.656128
	Iteration 9Q: 3 clusters Score -242690.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242728.093750 Penalty: 768.656128
	Iteration 10Q: 3 clusters Score -242728.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -242758.093750 Penalty: 768.656128
	Iteration 11Q: 3 clusters Score -242758.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -242797.546875 Penalty: 768.656128
	Iteration 12Q: 3 clusters Score -242797.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -242846.234375 Penalty: 768.656128
	Iteration 13Q: 3 clusters Score -242846.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -242900.281250 Penalty: 768.656128
	Iteration 14Q: 3 clusters Score -242900.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -242935.500000 Penalty: 768.656128
	Iteration 15Q: 3 clusters Score -242935.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -242965.109375 Penalty: 768.656128
	Iteration 16Q: 3 clusters Score -242965.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -242993.218750 Penalty: 768.656128
	Iteration 17Q: 3 clusters Score -242993.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -243017.062500 Penalty: 768.656128
	Iteration 18Q: 3 clusters Score -243017.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -243042.656250 Penalty: 768.656128
	Iteration 19Q: 3 clusters Score -243042.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -243072.421875 Penalty: 768.656128
	Iteration 20F: 3 clusters Score -243072.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -243105.796875 Penalty: 768.656128
	Iteration 21Q: 3 clusters Score -243105.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -243130.890625 Penalty: 768.656128
	Iteration 22Q: 3 clusters Score -243130.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -243162.375000 Penalty: 768.656128
	Iteration 23Q: 3 clusters Score -243162.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -243193.734375 Penalty: 768.656128
	Iteration 24Q: 3 clusters Score -243193.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -243217.359375 Penalty: 768.656128
	Iteration 25Q: 3 clusters Score -243217.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -243232.781250 Penalty: 768.656128
	Iteration 26Q: 3 clusters Score -243232.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -243245.671875 Penalty: 768.656128
	Iteration 27Q: 3 clusters Score -243245.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -243256.453125 Penalty: 768.656128
	Iteration 28Q: 3 clusters Score -243256.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -243268.156250 Penalty: 768.656128
	Iteration 29Q: 3 clusters Score -243268.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -243278.671875 Penalty: 768.656128
	Iteration 30Q: 3 clusters Score -243278.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -243283.562500 Penalty: 768.656128
	Iteration 31Q: 3 clusters Score -243283.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -243286.890625 Penalty: 768.656128
	Iteration 32Q: 3 clusters Score -243286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -243291.093750 Penalty: 768.656128
	Iteration 33Q: 3 clusters Score -243291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -243293.609375 Penalty: 768.656128
	Iteration 34Q: 3 clusters Score -243293.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -243295.640625 Penalty: 768.656128
	Iteration 35Q: 3 clusters Score -243295.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -243297.000000 Penalty: 768.656128
	Iteration 36Q: 3 clusters Score -243297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -243297.859375 Penalty: 768.656128
	Iteration 37Q: 3 clusters Score -243297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -243298.515625 Penalty: 768.656128
	Iteration 38Q: 3 clusters Score -243298.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -243298.781250 Penalty: 768.656128
	Iteration 39Q: 3 clusters Score -243298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -243298.968750 Penalty: 768.656128
	Iteration 40F: 3 clusters Score -243299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -243300.328125 Penalty: 768.656128
	Iteration 41Q: 3 clusters Score -243300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -243299.609375 Penalty: 768.656128
	Iteration 42Q: 3 clusters Score -243299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -243299.609375 Penalty: 768.656128
	Iteration 43F: 3 clusters Score -243299.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (27745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Entering Unmasked Estep 
Score: -1534388.000000 Penalty: 465.501892
	Iteration 0F: 2 clusters Score -1534388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1515726.625000 Penalty: 931.003784
	Iteration 0F: 3 clusters Score -1515727 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1523790.500000 Penalty: 931.003784
	Iteration 1F: 3 clusters Score -1523790 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1524395.625000 Penalty: 931.003784
	Iteration 2Q: 3 clusters Score -1524396 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1525378.125000 Penalty: 931.003784
	Iteration 3F: 3 clusters Score -1525378 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1526775.250000 Penalty: 931.003784
	Iteration 4F: 3 clusters Score -1526775 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1528238.875000 Penalty: 931.003784
	Iteration 5F: 3 clusters Score -1528239 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1529012.625000 Penalty: 931.003784
	Iteration 6F: 3 clusters Score -1529013 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1529218.000000 Penalty: 931.003784
	Iteration 7Q: 3 clusters Score -1529218 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1529293.625000 Penalty: 931.003784
	Iteration 8Q: 3 clusters Score -1529294 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1529360.000000 Penalty: 931.003784
	Iteration 9Q: 3 clusters Score -1529360 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1529433.625000 Penalty: 931.003784
	Iteration 10Q: 3 clusters Score -1529434 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1529503.875000 Penalty: 931.003784
	Iteration 11Q: 3 clusters Score -1529504 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1529593.125000 Penalty: 931.003784
	Iteration 12Q: 3 clusters Score -1529593 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1529690.375000 Penalty: 931.003784
	Iteration 13Q: 3 clusters Score -1529690 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1529805.375000 Penalty: 931.003784
	Iteration 14Q: 3 clusters Score -1529805 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1529937.125000 Penalty: 931.003784
	Iteration 15Q: 3 clusters Score -1529937 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1530106.625000 Penalty: 931.003784
	Iteration 16Q: 3 clusters Score -1530107 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1530287.500000 Penalty: 931.003784
	Iteration 17Q: 3 clusters Score -1530288 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1530501.625000 Penalty: 931.003784
	Iteration 18Q: 3 clusters Score -1530502 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1530735.125000 Penalty: 931.003784
	Iteration 19Q: 3 clusters Score -1530735 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1531026.500000 Penalty: 931.003784
	Iteration 20F: 3 clusters Score -1531026 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1531311.750000 Penalty: 931.003784
	Iteration 21Q: 3 clusters Score -1531312 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1531586.625000 Penalty: 931.003784
	Iteration 22Q: 3 clusters Score -1531587 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1531874.625000 Penalty: 931.003784
	Iteration 23Q: 3 clusters Score -1531875 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1532125.000000 Penalty: 931.003784
	Iteration 24Q: 3 clusters Score -1532125 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1532367.875000 Penalty: 931.003784
	Iteration 25Q: 3 clusters Score -1532368 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1532607.375000 Penalty: 931.003784
	Iteration 26Q: 3 clusters Score -1532607 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1532824.500000 Penalty: 931.003784
	Iteration 27Q: 3 clusters Score -1532824 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1533000.875000 Penalty: 931.003784
	Iteration 28Q: 3 clusters Score -1533001 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1533153.750000 Penalty: 931.003784
	Iteration 29Q: 3 clusters Score -1533154 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1533253.750000 Penalty: 931.003784
	Iteration 30Q: 3 clusters Score -1533254 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1533314.500000 Penalty: 931.003784
	Iteration 31Q: 3 clusters Score -1533314 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1533360.125000 Penalty: 931.003784
	Iteration 32Q: 3 clusters Score -1533360 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1533392.125000 Penalty: 931.003784
	Iteration 33Q: 3 clusters Score -1533392 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1533405.875000 Penalty: 931.003784
	Iteration 34Q: 3 clusters Score -1533406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1533423.625000 Penalty: 931.003784
	Iteration 35Q: 3 clusters Score -1533424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1533437.000000 Penalty: 931.003784
	Iteration 36Q: 3 clusters Score -1533437 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1533449.500000 Penalty: 931.003784
	Iteration 37Q: 3 clusters Score -1533450 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1533457.250000 Penalty: 931.003784
	Iteration 38Q: 3 clusters Score -1533457 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1533468.125000 Penalty: 931.003784
	Iteration 39Q: 3 clusters Score -1533468 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1533487.750000 Penalty: 931.003784
	Iteration 40F: 3 clusters Score -1533488 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1533497.000000 Penalty: 931.003784
	Iteration 41Q: 3 clusters Score -1533497 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1533499.500000 Penalty: 931.003784
	Iteration 42Q: 3 clusters Score -1533500 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1533505.500000 Penalty: 931.003784
	Iteration 43Q: 3 clusters Score -1533506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1533507.250000 Penalty: 931.003784
	Iteration 44Q: 3 clusters Score -1533507 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1533513.000000 Penalty: 931.003784
	Iteration 45Q: 3 clusters Score -1533513 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1533516.500000 Penalty: 931.003784
	Iteration 46Q: 3 clusters Score -1533516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1533521.750000 Penalty: 931.003784
	Iteration 47Q: 3 clusters Score -1533522 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1533524.125000 Penalty: 931.003784
	Iteration 48Q: 3 clusters Score -1533524 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1533528.500000 Penalty: 931.003784
	Iteration 49Q: 3 clusters Score -1533528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1533536.250000 Penalty: 931.003784
	Iteration 50Q: 3 clusters Score -1533536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1533545.375000 Penalty: 931.003784
	Iteration 51Q: 3 clusters Score -1533545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1533547.375000 Penalty: 931.003784
	Iteration 52Q: 3 clusters Score -1533547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1533548.125000 Penalty: 931.003784
	Iteration 53Q: 3 clusters Score -1533548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1533555.000000 Penalty: 931.003784
	Iteration 54Q: 3 clusters Score -1533555 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1533557.375000 Penalty: 931.003784
	Iteration 55Q: 3 clusters Score -1533557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1533563.625000 Penalty: 931.003784
	Iteration 56Q: 3 clusters Score -1533564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1533563.000000 Penalty: 931.003784
	Iteration 57Q: 3 clusters Score -1533563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1533557.500000 Penalty: 931.003784
	Iteration 58Q: 3 clusters Score -1533558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1533560.500000 Penalty: 931.003784
	Iteration 59Q: 3 clusters Score -1533560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1533562.625000 Penalty: 931.003784
	Iteration 60F: 3 clusters Score -1533563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1533567.625000 Penalty: 931.003784
	Iteration 61Q: 3 clusters Score -1533568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1533572.500000 Penalty: 931.003784
	Iteration 62Q: 3 clusters Score -1533572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1533570.500000 Penalty: 931.003784
	Iteration 63Q: 3 clusters Score -1533570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1533570.625000 Penalty: 931.003784
	Iteration 64Q: 3 clusters Score -1533571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1533574.125000 Penalty: 931.003784
	Iteration 65Q: 3 clusters Score -1533574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1533577.000000 Penalty: 931.003784
	Iteration 66Q: 3 clusters Score -1533577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1533581.000000 Penalty: 931.003784
	Iteration 67Q: 3 clusters Score -1533581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1533583.250000 Penalty: 931.003784
	Iteration 68Q: 3 clusters Score -1533583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1533590.500000 Penalty: 931.003784
	Iteration 69Q: 3 clusters Score -1533590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1533595.875000 Penalty: 931.003784
	Iteration 70Q: 3 clusters Score -1533596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1533599.125000 Penalty: 931.003784
	Iteration 71Q: 3 clusters Score -1533599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1533601.000000 Penalty: 931.003784
	Iteration 72Q: 3 clusters Score -1533601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1533610.500000 Penalty: 931.003784
	Iteration 73Q: 3 clusters Score -1533610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1533611.875000 Penalty: 931.003784
	Iteration 74Q: 3 clusters Score -1533612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1533617.625000 Penalty: 931.003784
	Iteration 75Q: 3 clusters Score -1533618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1533623.625000 Penalty: 931.003784
	Iteration 76Q: 3 clusters Score -1533624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1533626.000000 Penalty: 931.003784
	Iteration 77Q: 3 clusters Score -1533626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1533628.750000 Penalty: 931.003784
	Iteration 78Q: 3 clusters Score -1533629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1533622.750000 Penalty: 931.003784
	Iteration 79Q: 3 clusters Score -1533623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1533622.000000 Penalty: 931.003784
	Iteration 80F: 3 clusters Score -1533622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1533622.375000 Penalty: 931.003784
	Iteration 81Q: 3 clusters Score -1533622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1533624.000000 Penalty: 931.003784
	Iteration 82Q: 3 clusters Score -1533624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1533624.250000 Penalty: 931.003784
	Iteration 83Q: 3 clusters Score -1533624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1533626.250000 Penalty: 931.003784
	Iteration 84Q: 3 clusters Score -1533626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1533623.000000 Penalty: 931.003784
	Iteration 85Q: 3 clusters Score -1533623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1533621.125000 Penalty: 931.003784
	Iteration 86Q: 3 clusters Score -1533621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1533625.750000 Penalty: 931.003784
	Iteration 87Q: 3 clusters Score -1533626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1533625.750000 Penalty: 931.003784
	Iteration 88Q: 3 clusters Score -1533626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1533630.125000 Penalty: 931.003784
	Iteration 89Q: 3 clusters Score -1533630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1533640.000000 Penalty: 931.003784
	Iteration 90Q: 3 clusters Score -1533640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1533646.750000 Penalty: 931.003784
	Iteration 91Q: 3 clusters Score -1533647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1533648.125000 Penalty: 931.003784
	Iteration 92Q: 3 clusters Score -1533648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1533651.000000 Penalty: 931.003784
	Iteration 93Q: 3 clusters Score -1533651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1533650.875000 Penalty: 931.003784
	Iteration 94Q: 3 clusters Score -1533651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1533650.875000 Penalty: 931.003784
	Iteration 95Q: 3 clusters Score -1533651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1533654.250000 Penalty: 931.003784
	Iteration 96Q: 3 clusters Score -1533654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1533654.250000 Penalty: 931.003784
	Iteration 97Q: 3 clusters Score -1533654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1533658.125000 Penalty: 931.003784
	Iteration 98Q: 3 clusters Score -1533658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1533659.250000 Penalty: 931.003784
	Iteration 99Q: 3 clusters Score -1533659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1533658.375000 Penalty: 931.003784
	Iteration 100F: 3 clusters Score -1533658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1533664.250000 Penalty: 931.003784
	Iteration 101Q: 3 clusters Score -1533664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1533665.625000 Penalty: 931.003784
	Iteration 102Q: 3 clusters Score -1533666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1533669.125000 Penalty: 931.003784
	Iteration 103Q: 3 clusters Score -1533669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1533668.750000 Penalty: 931.003784
	Iteration 104Q: 3 clusters Score -1533669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1533666.750000 Penalty: 931.003784
	Iteration 105Q: 3 clusters Score -1533667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1533667.750000 Penalty: 931.003784
	Iteration 106Q: 3 clusters Score -1533668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1533669.125000 Penalty: 931.003784
	Iteration 107Q: 3 clusters Score -1533669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1533667.500000 Penalty: 931.003784
	Iteration 108Q: 3 clusters Score -1533668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1533670.375000 Penalty: 931.003784
	Iteration 109Q: 3 clusters Score -1533670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1533670.000000 Penalty: 931.003784
	Iteration 110Q: 3 clusters Score -1533670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1533671.250000 Penalty: 931.003784
	Iteration 111Q: 3 clusters Score -1533671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1533669.000000 Penalty: 931.003784
	Iteration 112Q: 3 clusters Score -1533669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1533671.250000 Penalty: 931.003784
	Iteration 113Q: 3 clusters Score -1533671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1533672.375000 Penalty: 931.003784
	Iteration 114Q: 3 clusters Score -1533672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1533671.250000 Penalty: 931.003784
	Iteration 115Q: 3 clusters Score -1533671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1533674.375000 Penalty: 931.003784
	Iteration 116Q: 3 clusters Score -1533674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1533675.875000 Penalty: 931.003784
	Iteration 117Q: 3 clusters Score -1533676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1533677.375000 Penalty: 931.003784
	Iteration 118Q: 3 clusters Score -1533677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1533680.000000 Penalty: 931.003784
	Iteration 119Q: 3 clusters Score -1533680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1533677.250000 Penalty: 931.003784
	Iteration 120F: 3 clusters Score -1533677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1533676.750000 Penalty: 931.003784
	Iteration 121Q: 3 clusters Score -1533677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1533682.250000 Penalty: 931.003784
	Iteration 122Q: 3 clusters Score -1533682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1533681.625000 Penalty: 931.003784
	Iteration 123Q: 3 clusters Score -1533682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1533684.875000 Penalty: 931.003784
	Iteration 124Q: 3 clusters Score -1533685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1533685.875000 Penalty: 931.003784
	Iteration 125Q: 3 clusters Score -1533686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1533691.625000 Penalty: 931.003784
	Iteration 126Q: 3 clusters Score -1533692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1533692.750000 Penalty: 931.003784
	Iteration 127Q: 3 clusters Score -1533693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1533692.625000 Penalty: 931.003784
	Iteration 128Q: 3 clusters Score -1533693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1533692.875000 Penalty: 931.003784
	Iteration 129Q: 3 clusters Score -1533693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1533697.375000 Penalty: 931.003784
	Iteration 130Q: 3 clusters Score -1533697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1533696.500000 Penalty: 931.003784
	Iteration 131Q: 3 clusters Score -1533696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1533698.875000 Penalty: 931.003784
	Iteration 132Q: 3 clusters Score -1533699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1533698.500000 Penalty: 931.003784
	Iteration 133Q: 3 clusters Score -1533698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1533700.125000 Penalty: 931.003784
	Iteration 134Q: 3 clusters Score -1533700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1533701.500000 Penalty: 931.003784
	Iteration 135Q: 3 clusters Score -1533702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1533700.625000 Penalty: 931.003784
	Iteration 136Q: 3 clusters Score -1533701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1533703.000000 Penalty: 931.003784
	Iteration 137Q: 3 clusters Score -1533703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1533702.250000 Penalty: 931.003784
	Iteration 138Q: 3 clusters Score -1533702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1533702.500000 Penalty: 931.003784
	Iteration 139Q: 3 clusters Score -1533702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1533703.875000 Penalty: 931.003784
	Iteration 140F: 3 clusters Score -1533704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1533703.000000 Penalty: 931.003784
	Iteration 141Q: 3 clusters Score -1533703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1533703.375000 Penalty: 931.003784
	Iteration 142Q: 3 clusters Score -1533703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1533703.375000 Penalty: 931.003784
	Iteration 143F: 3 clusters Score -1533703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (160403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160403 members 
Entering Unmasked Estep 
Score: -8334221.000000 Penalty: 545.337769
	Iteration 0F: 2 clusters Score -8334221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -8226651.000000 Penalty: 1090.675537
	Iteration 0F: 3 clusters Score -8226651 nChanged 78814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -8274141.500000 Penalty: 1090.675537
	Iteration 1F: 3 clusters Score -8274142 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -8274980.000000 Penalty: 1090.675537
	Iteration 2Q: 3 clusters Score -8274980 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 84489 members 
Entering Unmasked Estep 
Score: -8275958.000000 Penalty: 1090.675537
	Iteration 3Q: 3 clusters Score -8275958 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -8276982.000000 Penalty: 1090.675537
	Iteration 4Q: 3 clusters Score -8276982 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -8278337.000000 Penalty: 1090.675537
	Iteration 5Q: 3 clusters Score -8278337 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 92156 members 
Entering Unmasked Estep 
Score: -8279969.500000 Penalty: 1090.675537
	Iteration 6Q: 3 clusters Score -8279970 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 96321 members 
Entering Unmasked Estep 
Score: -8282360.500000 Penalty: 1090.675537
	Iteration 7Q: 3 clusters Score -8282360 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -8285736.000000 Penalty: 1090.675537
	Iteration 8Q: 3 clusters Score -8285736 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 107239 members 
Entering Unmasked Estep 
Score: -8290886.000000 Penalty: 1090.675537
	Iteration 9F: 3 clusters Score -8290886 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -8297833.000000 Penalty: 1090.675537
	Iteration 10F: 3 clusters Score -8297833 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 117215 members 
Entering Unmasked Estep 
Score: -8304886.500000 Penalty: 1090.675537
	Iteration 11F: 3 clusters Score -8304886 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -8309056.500000 Penalty: 1090.675537
	Iteration 12Q: 3 clusters Score -8309056 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 121933 members 
Entering Unmasked Estep 
Score: -8310672.000000 Penalty: 1090.675537
	Iteration 13Q: 3 clusters Score -8310672 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 124141 members 
Entering Unmasked Estep 
Score: -8311542.000000 Penalty: 1090.675537
	Iteration 14Q: 3 clusters Score -8311542 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 126469 members 
Entering Unmasked Estep 
Score: -8312407.500000 Penalty: 1090.675537
	Iteration 15Q: 3 clusters Score -8312408 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 128864 members 
Entering Unmasked Estep 
Score: -8313355.500000 Penalty: 1090.675537
	Iteration 16Q: 3 clusters Score -8313356 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 131317 members 
Entering Unmasked Estep 
Score: -8314302.500000 Penalty: 1090.675537
	Iteration 17Q: 3 clusters Score -8314302 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 133874 members 
Entering Unmasked Estep 
Score: -8315427.000000 Penalty: 1090.675537
	Iteration 18Q: 3 clusters Score -8315427 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 136465 members 
Entering Unmasked Estep 
Score: -8316668.000000 Penalty: 1090.675537
	Iteration 19Q: 3 clusters Score -8316668 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 139179 members 
Entering Unmasked Estep 
Score: -8318082.000000 Penalty: 1090.675537
	Iteration 20F: 3 clusters Score -8318082 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -8319545.000000 Penalty: 1090.675537
	Iteration 21Q: 3 clusters Score -8319545 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 144425 members 
Entering Unmasked Estep 
Score: -8321062.000000 Penalty: 1090.675537
	Iteration 22Q: 3 clusters Score -8321062 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 146843 members 
Entering Unmasked Estep 
Score: -8322700.500000 Penalty: 1090.675537
	Iteration 23Q: 3 clusters Score -8322700 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 149176 members 
Entering Unmasked Estep 
Score: -8324430.500000 Penalty: 1090.675537
	Iteration 24Q: 3 clusters Score -8324430 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 151431 members 
Entering Unmasked Estep 
Score: -8326411.500000 Penalty: 1090.675537
	Iteration 25Q: 3 clusters Score -8326412 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 153587 members 
Entering Unmasked Estep 
Score: -8328262.500000 Penalty: 1090.675537
	Iteration 26Q: 3 clusters Score -8328262 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -8329820.000000 Penalty: 1090.675537
	Iteration 27Q: 3 clusters Score -8329820 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 157184 members 
Entering Unmasked Estep 
Score: -8331246.000000 Penalty: 1090.675537
	Iteration 28Q: 3 clusters Score -8331246 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 158494 members 
Entering Unmasked Estep 
Score: -8332325.500000 Penalty: 1090.675537
	Iteration 29Q: 3 clusters Score -8332326 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 159446 members 
Entering Unmasked Estep 
Score: -8333071.500000 Penalty: 1090.675537
	Iteration 30Q: 3 clusters Score -8333072 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 159945 members 
Entering Unmasked Estep 
Score: -8333425.000000 Penalty: 1090.675537
	Iteration 31Q: 3 clusters Score -8333425 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 160176 members 
Entering Unmasked Estep 
Score: -8333605.000000 Penalty: 1090.675537
	Iteration 32Q: 3 clusters Score -8333605 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 160271 members 
Entering Unmasked Estep 
Score: -8333687.500000 Penalty: 1090.675537
	Iteration 33Q: 3 clusters Score -8333688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 160311 members 
Entering Unmasked Estep 
Score: -8333721.500000 Penalty: 1090.675537
	Iteration 34Q: 3 clusters Score -8333722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 160327 members 
Entering Unmasked Estep 
Score: -8333742.000000 Penalty: 1090.675537
	Iteration 35Q: 3 clusters Score -8333742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 160333 members 
Entering Unmasked Estep 
Score: -8333753.000000 Penalty: 1090.675537
	Iteration 36Q: 3 clusters Score -8333753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 160336 members 
Entering Unmasked Estep 
Score: -8333754.000000 Penalty: 1090.675537
	Iteration 37Q: 3 clusters Score -8333754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 160343 members 
Entering Unmasked Estep 
Score: -8333760.000000 Penalty: 1090.675537
	Iteration 38Q: 3 clusters Score -8333760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 160346 members 
Entering Unmasked Estep 
Score: -8333759.500000 Penalty: 1090.675537
	Iteration 39Q: 3 clusters Score -8333760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 160346 members 
Entering Unmasked Estep 
Score: -8333759.500000 Penalty: 1090.675537
	Iteration 40F: 3 clusters Score -8333760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -112351.914062 Penalty: 346.986786
	Iteration 0F: 2 clusters Score -112351.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -110858.500000 Penalty: 693.973572
	Iteration 0F: 3 clusters Score -110858.5 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -111319.140625 Penalty: 693.973572
	Iteration 1F: 3 clusters Score -111319.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -111370.710938 Penalty: 693.973572
	Iteration 2F: 3 clusters Score -111370.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -111411.960938 Penalty: 693.973572
	Iteration 3Q: 3 clusters Score -111412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -111469.078125 Penalty: 693.973572
	Iteration 4Q: 3 clusters Score -111469.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -111533.835938 Penalty: 693.973572
	Iteration 5Q: 3 clusters Score -111533.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -111607.039062 Penalty: 693.973572
	Iteration 6Q: 3 clusters Score -111607 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -111680.164062 Penalty: 693.973572
	Iteration 7Q: 3 clusters Score -111680.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -111774.578125 Penalty: 693.973572
	Iteration 8Q: 3 clusters Score -111774.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -111841.367188 Penalty: 693.973572
	Iteration 9Q: 3 clusters Score -111841.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -111878.132812 Penalty: 693.973572
	Iteration 10Q: 3 clusters Score -111878.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -111897.054688 Penalty: 693.973572
	Iteration 11Q: 3 clusters Score -111897.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -111906.351562 Penalty: 693.973572
	Iteration 12Q: 3 clusters Score -111906.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -111914.125000 Penalty: 693.973572
	Iteration 13Q: 3 clusters Score -111914.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -111921.531250 Penalty: 693.973572
	Iteration 14Q: 3 clusters Score -111921.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -111929.320312 Penalty: 693.973572
	Iteration 15Q: 3 clusters Score -111929.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -111935.523438 Penalty: 693.973572
	Iteration 16Q: 3 clusters Score -111935.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -111941.945312 Penalty: 693.973572
	Iteration 17Q: 3 clusters Score -111941.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -111949.414062 Penalty: 693.973572
	Iteration 18Q: 3 clusters Score -111949.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -111955.218750 Penalty: 693.973572
	Iteration 19Q: 3 clusters Score -111955.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -111959.343750 Penalty: 693.973572
	Iteration 20F: 3 clusters Score -111959.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -111965.312500 Penalty: 693.973572
	Iteration 21Q: 3 clusters Score -111965.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -111970.164062 Penalty: 693.973572
	Iteration 22Q: 3 clusters Score -111970.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -111973.648438 Penalty: 693.973572
	Iteration 23Q: 3 clusters Score -111973.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -111977.156250 Penalty: 693.973572
	Iteration 24Q: 3 clusters Score -111977.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -111982.382812 Penalty: 693.973572
	Iteration 25Q: 3 clusters Score -111982.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -111988.953125 Penalty: 693.973572
	Iteration 26Q: 3 clusters Score -111989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -111994.664062 Penalty: 693.973572
	Iteration 27Q: 3 clusters Score -111994.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -111998.601562 Penalty: 693.973572
	Iteration 28Q: 3 clusters Score -111998.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -112003.210938 Penalty: 693.973572
	Iteration 29Q: 3 clusters Score -112003.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -112007.140625 Penalty: 693.973572
	Iteration 30Q: 3 clusters Score -112007.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -112010.531250 Penalty: 693.973572
	Iteration 31Q: 3 clusters Score -112010.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -112012.828125 Penalty: 693.973572
	Iteration 32Q: 3 clusters Score -112012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -112015.875000 Penalty: 693.973572
	Iteration 33Q: 3 clusters Score -112015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -112016.703125 Penalty: 693.973572
	Iteration 34Q: 3 clusters Score -112016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -112017.585938 Penalty: 693.973572
	Iteration 35Q: 3 clusters Score -112017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -112017.601562 Penalty: 693.973572
	Iteration 36Q: 3 clusters Score -112017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -112017.750000 Penalty: 693.973572
	Iteration 37Q: 3 clusters Score -112017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -112017.976562 Penalty: 693.973572
	Iteration 38Q: 3 clusters Score -112018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -112017.976562 Penalty: 693.973572
	Iteration 39F: 3 clusters Score -112018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 3243 members 
Mstep: Class 3 contains 80406 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 5 contains 76230 members 
Mstep: Class 6 contains 16677 members 
Mstep: Class 7 contains 2508 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 40212 members 
Mstep: Class 11 contains 81183 members 
Mstep: Class 12 contains 20125 members 
Mstep: Class 13 contains 62970 members 
Mstep: Class 14 contains 18380 members 
Mstep: Class 15 contains 82468 members 
Mstep: Class 16 contains 2442 members 
Mstep: Class 17 contains 15184 members 
Mstep: Class 18 contains 72948 members 
Mstep: Class 19 contains 66961 members 
Mstep: Class 20 contains 121816 members 
Mstep: Class 21 contains 48591 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 41027 members 
Mstep: Class 25 contains 9488 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 15935 members 
Mstep: Class 28 contains 5941 members 
Mstep: Class 29 contains 152642 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 14131 members 
Mstep: Class 33 contains 11197 members 
Mstep: Class 34 contains 93077 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 81377 members 
Mstep: Class 37 contains 86062 members 
Mstep: Class 38 contains 510 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75463 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27745 members 
Mstep: Class 43 contains 160403 members 
Mstep: Class 44 contains 2051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87422616.000000 Penalty: 30063.429688
Iteration 359Q: 47 clusters Score -8.742262e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93151 members 
Mstep: Class 2 contains 3250 members 
Mstep: Class 3 contains 79835 members 
Mstep: Class 4 contains 4662 members 
Mstep: Class 5 contains 76298 members 
Mstep: Class 6 contains 16556 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 40334 members 
Mstep: Class 11 contains 80204 members 
Mstep: Class 12 contains 20061 members 
Mstep: Class 13 contains 63102 members 
Mstep: Class 14 contains 18384 members 
Mstep: Class 15 contains 82485 members 
Mstep: Class 16 contains 2443 members 
Mstep: Class 17 contains 15196 members 
Mstep: Class 18 contains 72968 members 
Mstep: Class 19 contains 67636 members 
Mstep: Class 20 contains 121914 members 
Mstep: Class 21 contains 48605 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 41065 members 
Mstep: Class 25 contains 9490 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 15852 members 
Mstep: Class 28 contains 5941 members 
Mstep: Class 29 contains 152605 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 14129 members 
Mstep: Class 33 contains 11203 members 
Mstep: Class 34 contains 93070 members 
Mstep: Class 35 contains 268 members 
Mstep: Class 36 contains 81535 members 
Mstep: Class 37 contains 86433 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75479 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27715 members 
Mstep: Class 43 contains 160513 members 
Mstep: Class 44 contains 2054 members 
Mstep: Class 45 contains 3884 members 
Mstep: Class 46 contains 16339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87423048.000000 Penalty: 30063.429688
Iteration 360F: 47 clusters Score -8.742305e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 79309 members 
Mstep: Class 4 contains 4590 members 
Mstep: Class 5 contains 76313 members 
Mstep: Class 6 contains 16437 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 40249 members 
Mstep: Class 11 contains 79619 members 
Mstep: Class 12 contains 20012 members 
Mstep: Class 13 contains 63236 members 
Mstep: Class 14 contains 18389 members 
Mstep: Class 15 contains 82469 members 
Mstep: Class 16 contains 2444 members 
Mstep: Class 17 contains 15197 members 
Mstep: Class 18 contains 72967 members 
Mstep: Class 19 contains 68040 members 
Mstep: Class 20 contains 121941 members 
Mstep: Class 21 contains 48612 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 41090 members 
Mstep: Class 25 contains 9489 members 
Mstep: Class 26 contains 2543 members 
Mstep: Class 27 contains 15775 members 
Mstep: Class 28 contains 5934 members 
Mstep: Class 29 contains 152494 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 14132 members 
Mstep: Class 33 contains 11200 members 
Mstep: Class 34 contains 93026 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 81751 members 
Mstep: Class 37 contains 86420 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75476 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27693 members 
Mstep: Class 43 contains 160617 members 
Mstep: Class 44 contains 2080 members 
Mstep: Class 45 contains 4315 members 
Mstep: Class 46 contains 16689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87423680.000000 Penalty: 30063.429688
Iteration 361Q: 47 clusters Score -8.742368e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93249 members 
Mstep: Class 2 contains 3241 members 
Mstep: Class 3 contains 78774 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 76352 members 
Mstep: Class 6 contains 16324 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 40124 members 
Mstep: Class 11 contains 79250 members 
Mstep: Class 12 contains 19959 members 
Mstep: Class 13 contains 63387 members 
Mstep: Class 14 contains 18391 members 
Mstep: Class 15 contains 82454 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 15192 members 
Mstep: Class 18 contains 72964 members 
Mstep: Class 19 contains 68389 members 
Mstep: Class 20 contains 121981 members 
Mstep: Class 21 contains 48607 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 41101 members 
Mstep: Class 25 contains 9495 members 
Mstep: Class 26 contains 2541 members 
Mstep: Class 27 contains 15721 members 
Mstep: Class 28 contains 5928 members 
Mstep: Class 29 contains 152437 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 14140 members 
Mstep: Class 33 contains 11199 members 
Mstep: Class 34 contains 92959 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 81958 members 
Mstep: Class 37 contains 86296 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2214 members 
Mstep: Class 40 contains 75470 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27683 members 
Mstep: Class 43 contains 160700 members 
Mstep: Class 44 contains 2103 members 
Mstep: Class 45 contains 4663 members 
Mstep: Class 46 contains 16938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424104.000000 Penalty: 30063.429688
Iteration 362Q: 47 clusters Score -8.74241e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 3238 members 
Mstep: Class 3 contains 78239 members 
Mstep: Class 4 contains 4438 members 
Mstep: Class 5 contains 76354 members 
Mstep: Class 6 contains 16230 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 40027 members 
Mstep: Class 11 contains 78980 members 
Mstep: Class 12 contains 19895 members 
Mstep: Class 13 contains 63523 members 
Mstep: Class 14 contains 18397 members 
Mstep: Class 15 contains 82455 members 
Mstep: Class 16 contains 2449 members 
Mstep: Class 17 contains 15194 members 
Mstep: Class 18 contains 72948 members 
Mstep: Class 19 contains 68729 members 
Mstep: Class 20 contains 122027 members 
Mstep: Class 21 contains 48609 members 
Mstep: Class 22 contains 2535 members 
Mstep: Class 23 contains 5075 members 
Mstep: Class 24 contains 41116 members 
Mstep: Class 25 contains 9495 members 
Mstep: Class 26 contains 2540 members 
Mstep: Class 27 contains 15664 members 
Mstep: Class 28 contains 5921 members 
Mstep: Class 29 contains 152389 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 14141 members 
Mstep: Class 33 contains 11205 members 
Mstep: Class 34 contains 92885 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 82198 members 
Mstep: Class 37 contains 86098 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2215 members 
Mstep: Class 40 contains 75488 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27677 members 
Mstep: Class 43 contains 160771 members 
Mstep: Class 44 contains 2124 members 
Mstep: Class 45 contains 5009 members 
Mstep: Class 46 contains 17122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424528.000000 Penalty: 30063.429688
Iteration 363Q: 47 clusters Score -8.742453e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93503 members 
Mstep: Class 2 contains 3240 members 
Mstep: Class 3 contains 77730 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 76372 members 
Mstep: Class 6 contains 16130 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 440 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 39947 members 
Mstep: Class 11 contains 78755 members 
Mstep: Class 12 contains 19844 members 
Mstep: Class 13 contains 63650 members 
Mstep: Class 14 contains 18402 members 
Mstep: Class 15 contains 82455 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 15187 members 
Mstep: Class 18 contains 72929 members 
Mstep: Class 19 contains 69000 members 
Mstep: Class 20 contains 122069 members 
Mstep: Class 21 contains 48614 members 
Mstep: Class 22 contains 2534 members 
Mstep: Class 23 contains 5078 members 
Mstep: Class 24 contains 41132 members 
Mstep: Class 25 contains 9495 members 
Mstep: Class 26 contains 2541 members 
Mstep: Class 27 contains 15618 members 
Mstep: Class 28 contains 5915 members 
Mstep: Class 29 contains 152342 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 14143 members 
Mstep: Class 33 contains 11199 members 
Mstep: Class 34 contains 92822 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 82379 members 
Mstep: Class 37 contains 85904 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2216 members 
Mstep: Class 40 contains 75507 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27660 members 
Mstep: Class 43 contains 160854 members 
Mstep: Class 44 contains 2138 members 
Mstep: Class 45 contains 5346 members 
Mstep: Class 46 contains 17288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425064.000000 Penalty: 30063.429688
Iteration 364Q: 47 clusters Score -8.742506e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93664 members 
Mstep: Class 2 contains 3233 members 
Mstep: Class 3 contains 77256 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 76384 members 
Mstep: Class 6 contains 16024 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 39854 members 
Mstep: Class 11 contains 78625 members 
Mstep: Class 12 contains 19781 members 
Mstep: Class 13 contains 63764 members 
Mstep: Class 14 contains 18405 members 
Mstep: Class 15 contains 82459 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 15181 members 
Mstep: Class 18 contains 72917 members 
Mstep: Class 19 contains 69191 members 
Mstep: Class 20 contains 122097 members 
Mstep: Class 21 contains 48615 members 
Mstep: Class 22 contains 2535 members 
Mstep: Class 23 contains 5084 members 
Mstep: Class 24 contains 41148 members 
Mstep: Class 25 contains 9495 members 
Mstep: Class 26 contains 2544 members 
Mstep: Class 27 contains 15556 members 
Mstep: Class 28 contains 5910 members 
Mstep: Class 29 contains 152309 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 14154 members 
Mstep: Class 33 contains 11191 members 
Mstep: Class 34 contains 92753 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 82554 members 
Mstep: Class 37 contains 85653 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2218 members 
Mstep: Class 40 contains 75528 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27642 members 
Mstep: Class 43 contains 160963 members 
Mstep: Class 44 contains 2149 members 
Mstep: Class 45 contains 5671 members 
Mstep: Class 46 contains 17489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424888.000000 Penalty: 30063.429688
Iteration 365Q: 47 clusters Score -8.742489e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 76763 members 
Mstep: Class 4 contains 4241 members 
Mstep: Class 5 contains 76433 members 
Mstep: Class 6 contains 15954 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 39789 members 
Mstep: Class 11 contains 78528 members 
Mstep: Class 12 contains 19701 members 
Mstep: Class 13 contains 63877 members 
Mstep: Class 14 contains 18411 members 
Mstep: Class 15 contains 82464 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 15187 members 
Mstep: Class 18 contains 72920 members 
Mstep: Class 19 contains 69335 members 
Mstep: Class 20 contains 122134 members 
Mstep: Class 21 contains 48612 members 
Mstep: Class 22 contains 2532 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 41167 members 
Mstep: Class 25 contains 9491 members 
Mstep: Class 26 contains 2546 members 
Mstep: Class 27 contains 15493 members 
Mstep: Class 28 contains 5904 members 
Mstep: Class 29 contains 152298 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2945 members 
Mstep: Class 32 contains 14163 members 
Mstep: Class 33 contains 11191 members 
Mstep: Class 34 contains 92701 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 82703 members 
Mstep: Class 37 contains 85390 members 
Mstep: Class 38 contains 511 members 
Mstep: Class 39 contains 2221 members 
Mstep: Class 40 contains 75554 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27619 members 
Mstep: Class 43 contains 161064 members 
Mstep: Class 44 contains 2149 members 
Mstep: Class 45 contains 5980 members 
Mstep: Class 46 contains 17654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425016.000000 Penalty: 30063.429688
Iteration 366Q: 47 clusters Score -8.742502e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 76230 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 5 contains 76464 members 
Mstep: Class 6 contains 15889 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 39736 members 
Mstep: Class 11 contains 78476 members 
Mstep: Class 12 contains 19621 members 
Mstep: Class 13 contains 64013 members 
Mstep: Class 14 contains 18422 members 
Mstep: Class 15 contains 82470 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 15197 members 
Mstep: Class 18 contains 72925 members 
Mstep: Class 19 contains 69482 members 
Mstep: Class 20 contains 122167 members 
Mstep: Class 21 contains 48608 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 5096 members 
Mstep: Class 24 contains 41181 members 
Mstep: Class 25 contains 9490 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 15444 members 
Mstep: Class 28 contains 5895 members 
Mstep: Class 29 contains 152282 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 14169 members 
Mstep: Class 33 contains 11195 members 
Mstep: Class 34 contains 92666 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 82884 members 
Mstep: Class 37 contains 85116 members 
Mstep: Class 38 contains 512 members 
Mstep: Class 39 contains 2223 members 
Mstep: Class 40 contains 75589 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27606 members 
Mstep: Class 43 contains 161132 members 
Mstep: Class 44 contains 2143 members 
Mstep: Class 45 contains 6274 members 
Mstep: Class 46 contains 17770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425168.000000 Penalty: 30063.429688
Iteration 367Q: 47 clusters Score -8.742517e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 3218 members 
Mstep: Class 3 contains 75718 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 5 contains 76482 members 
Mstep: Class 6 contains 15812 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 39688 members 
Mstep: Class 11 contains 78440 members 
Mstep: Class 12 contains 19545 members 
Mstep: Class 13 contains 64147 members 
Mstep: Class 14 contains 18428 members 
Mstep: Class 15 contains 82483 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 15203 members 
Mstep: Class 18 contains 72946 members 
Mstep: Class 19 contains 69595 members 
Mstep: Class 20 contains 122199 members 
Mstep: Class 21 contains 48614 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 5099 members 
Mstep: Class 24 contains 41189 members 
Mstep: Class 25 contains 9487 members 
Mstep: Class 26 contains 2551 members 
Mstep: Class 27 contains 15388 members 
Mstep: Class 28 contains 5886 members 
Mstep: Class 29 contains 152269 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2942 members 
Mstep: Class 32 contains 14176 members 
Mstep: Class 33 contains 11198 members 
Mstep: Class 34 contains 92635 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 83082 members 
Mstep: Class 37 contains 84882 members 
Mstep: Class 38 contains 513 members 
Mstep: Class 39 contains 2225 members 
Mstep: Class 40 contains 75624 members 
Mstep: Class 41 contains 4659 members 
Mstep: Class 42 contains 27596 members 
Mstep: Class 43 contains 161196 members 
Mstep: Class 44 contains 2137 members 
Mstep: Class 45 contains 6538 members 
Mstep: Class 46 contains 17873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425272.000000 Penalty: 30063.429688
Iteration 368Q: 47 clusters Score -8.742527e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 3207 members 
Mstep: Class 3 contains 75214 members 
Mstep: Class 4 contains 4090 members 
Mstep: Class 5 contains 76501 members 
Mstep: Class 6 contains 15735 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 439 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 39652 members 
Mstep: Class 11 contains 78426 members 
Mstep: Class 12 contains 19464 members 
Mstep: Class 13 contains 64281 members 
Mstep: Class 14 contains 18432 members 
Mstep: Class 15 contains 82498 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 15205 members 
Mstep: Class 18 contains 72980 members 
Mstep: Class 19 contains 69646 members 
Mstep: Class 20 contains 122223 members 
Mstep: Class 21 contains 48622 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 5099 members 
Mstep: Class 24 contains 41201 members 
Mstep: Class 25 contains 9482 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 15319 members 
Mstep: Class 28 contains 5884 members 
Mstep: Class 29 contains 152253 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2940 members 
Mstep: Class 32 contains 14182 members 
Mstep: Class 33 contains 11198 members 
Mstep: Class 34 contains 92599 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 83269 members 
Mstep: Class 37 contains 84628 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2227 members 
Mstep: Class 40 contains 75664 members 
Mstep: Class 41 contains 4659 members 
Mstep: Class 42 contains 27592 members 
Mstep: Class 43 contains 161258 members 
Mstep: Class 44 contains 2131 members 
Mstep: Class 45 contains 6834 members 
Mstep: Class 46 contains 17980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425248.000000 Penalty: 30063.429688
Iteration 369Q: 47 clusters Score -8.742525e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94388 members 
Mstep: Class 2 contains 3204 members 
Mstep: Class 3 contains 74716 members 
Mstep: Class 4 contains 4056 members 
Mstep: Class 5 contains 76530 members 
Mstep: Class 6 contains 15669 members 
Mstep: Class 7 contains 2545 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 39615 members 
Mstep: Class 11 contains 78386 members 
Mstep: Class 12 contains 19388 members 
Mstep: Class 13 contains 64451 members 
Mstep: Class 14 contains 18437 members 
Mstep: Class 15 contains 82512 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 15210 members 
Mstep: Class 18 contains 73021 members 
Mstep: Class 19 contains 69692 members 
Mstep: Class 20 contains 122251 members 
Mstep: Class 21 contains 48625 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 5095 members 
Mstep: Class 24 contains 41227 members 
Mstep: Class 25 contains 9474 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 15236 members 
Mstep: Class 28 contains 5881 members 
Mstep: Class 29 contains 152244 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2941 members 
Mstep: Class 32 contains 14183 members 
Mstep: Class 33 contains 11205 members 
Mstep: Class 34 contains 92555 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 83428 members 
Mstep: Class 37 contains 84355 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2231 members 
Mstep: Class 40 contains 75703 members 
Mstep: Class 41 contains 4659 members 
Mstep: Class 42 contains 27586 members 
Mstep: Class 43 contains 161293 members 
Mstep: Class 44 contains 2118 members 
Mstep: Class 45 contains 7124 members 
Mstep: Class 46 contains 18114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425360.000000 Penalty: 30063.429688
Iteration 370Q: 47 clusters Score -8.742536e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94544 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 3 contains 74214 members 
Mstep: Class 4 contains 4033 members 
Mstep: Class 5 contains 76552 members 
Mstep: Class 6 contains 15596 members 
Mstep: Class 7 contains 2551 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 39583 members 
Mstep: Class 11 contains 78354 members 
Mstep: Class 12 contains 19320 members 
Mstep: Class 13 contains 64607 members 
Mstep: Class 14 contains 18442 members 
Mstep: Class 15 contains 82537 members 
Mstep: Class 16 contains 2450 members 
Mstep: Class 17 contains 15218 members 
Mstep: Class 18 contains 73055 members 
Mstep: Class 19 contains 69753 members 
Mstep: Class 20 contains 122281 members 
Mstep: Class 21 contains 48621 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 5096 members 
Mstep: Class 24 contains 41244 members 
Mstep: Class 25 contains 9470 members 
Mstep: Class 26 contains 2557 members 
Mstep: Class 27 contains 15151 members 
Mstep: Class 28 contains 5878 members 
Mstep: Class 29 contains 152218 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2941 members 
Mstep: Class 32 contains 14186 members 
Mstep: Class 33 contains 11209 members 
Mstep: Class 34 contains 92483 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 83572 members 
Mstep: Class 37 contains 84102 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2234 members 
Mstep: Class 40 contains 75734 members 
Mstep: Class 41 contains 4659 members 
Mstep: Class 42 contains 27573 members 
Mstep: Class 43 contains 161331 members 
Mstep: Class 44 contains 2117 members 
Mstep: Class 45 contains 7421 members 
Mstep: Class 46 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425368.000000 Penalty: 30063.429688
Iteration 371Q: 47 clusters Score -8.742537e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94693 members 
Mstep: Class 2 contains 3196 members 
Mstep: Class 3 contains 73707 members 
Mstep: Class 4 contains 3995 members 
Mstep: Class 5 contains 76597 members 
Mstep: Class 6 contains 15532 members 
Mstep: Class 7 contains 2557 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 39532 members 
Mstep: Class 11 contains 78283 members 
Mstep: Class 12 contains 19244 members 
Mstep: Class 13 contains 64734 members 
Mstep: Class 14 contains 18447 members 
Mstep: Class 15 contains 82556 members 
Mstep: Class 16 contains 2451 members 
Mstep: Class 17 contains 15226 members 
Mstep: Class 18 contains 73094 members 
Mstep: Class 19 contains 69874 members 
Mstep: Class 20 contains 122295 members 
Mstep: Class 21 contains 48607 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 41269 members 
Mstep: Class 25 contains 9467 members 
Mstep: Class 26 contains 2556 members 
Mstep: Class 27 contains 15099 members 
Mstep: Class 28 contains 5873 members 
Mstep: Class 29 contains 152195 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2943 members 
Mstep: Class 32 contains 14190 members 
Mstep: Class 33 contains 11206 members 
Mstep: Class 34 contains 92429 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 83706 members 
Mstep: Class 37 contains 83903 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2238 members 
Mstep: Class 40 contains 75752 members 
Mstep: Class 41 contains 4660 members 
Mstep: Class 42 contains 27565 members 
Mstep: Class 43 contains 161368 members 
Mstep: Class 44 contains 2112 members 
Mstep: Class 45 contains 7696 members 
Mstep: Class 46 contains 18418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425616.000000 Penalty: 30063.429688
Iteration 372Q: 47 clusters Score -8.742562e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94855 members 
Mstep: Class 2 contains 3193 members 
Mstep: Class 3 contains 73158 members 
Mstep: Class 4 contains 3962 members 
Mstep: Class 5 contains 76625 members 
Mstep: Class 6 contains 15483 members 
Mstep: Class 7 contains 2560 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 39439 members 
Mstep: Class 11 contains 78271 members 
Mstep: Class 12 contains 19153 members 
Mstep: Class 13 contains 64873 members 
Mstep: Class 14 contains 18451 members 
Mstep: Class 15 contains 82579 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 15230 members 
Mstep: Class 18 contains 73127 members 
Mstep: Class 19 contains 69963 members 
Mstep: Class 20 contains 122299 members 
Mstep: Class 21 contains 48600 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 41290 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 2556 members 
Mstep: Class 27 contains 15055 members 
Mstep: Class 28 contains 5872 members 
Mstep: Class 29 contains 152177 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2944 members 
Mstep: Class 32 contains 14192 members 
Mstep: Class 33 contains 11200 members 
Mstep: Class 34 contains 92388 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 83862 members 
Mstep: Class 37 contains 83730 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2242 members 
Mstep: Class 40 contains 75796 members 
Mstep: Class 41 contains 4662 members 
Mstep: Class 42 contains 27563 members 
Mstep: Class 43 contains 161353 members 
Mstep: Class 44 contains 2106 members 
Mstep: Class 45 contains 7945 members 
Mstep: Class 46 contains 18601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425616.000000 Penalty: 30063.429688
Iteration 373Q: 47 clusters Score -8.742562e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95000 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 72624 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 76639 members 
Mstep: Class 6 contains 15421 members 
Mstep: Class 7 contains 2568 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 39326 members 
Mstep: Class 11 contains 78318 members 
Mstep: Class 12 contains 19074 members 
Mstep: Class 13 contains 64989 members 
Mstep: Class 14 contains 18458 members 
Mstep: Class 15 contains 82608 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 15231 members 
Mstep: Class 18 contains 73165 members 
Mstep: Class 19 contains 70053 members 
Mstep: Class 20 contains 122304 members 
Mstep: Class 21 contains 48587 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 41304 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 2556 members 
Mstep: Class 27 contains 15008 members 
Mstep: Class 28 contains 5873 members 
Mstep: Class 29 contains 152163 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2946 members 
Mstep: Class 32 contains 14197 members 
Mstep: Class 33 contains 11194 members 
Mstep: Class 34 contains 92355 members 
Mstep: Class 35 contains 272 members 
Mstep: Class 36 contains 84025 members 
Mstep: Class 37 contains 83582 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2246 members 
Mstep: Class 40 contains 75817 members 
Mstep: Class 41 contains 4662 members 
Mstep: Class 42 contains 27565 members 
Mstep: Class 43 contains 161345 members 
Mstep: Class 44 contains 2100 members 
Mstep: Class 45 contains 8163 members 
Mstep: Class 46 contains 18778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425808.000000 Penalty: 30063.429688
Iteration 374Q: 47 clusters Score -8.742581e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 3188 members 
Mstep: Class 3 contains 72056 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 76646 members 
Mstep: Class 6 contains 15365 members 
Mstep: Class 7 contains 2570 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 39234 members 
Mstep: Class 11 contains 78364 members 
Mstep: Class 12 contains 19005 members 
Mstep: Class 13 contains 65075 members 
Mstep: Class 14 contains 18461 members 
Mstep: Class 15 contains 82635 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 15236 members 
Mstep: Class 18 contains 73215 members 
Mstep: Class 19 contains 70146 members 
Mstep: Class 20 contains 122296 members 
Mstep: Class 21 contains 48577 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 5090 members 
Mstep: Class 24 contains 41324 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2551 members 
Mstep: Class 27 contains 14963 members 
Mstep: Class 28 contains 5874 members 
Mstep: Class 29 contains 152150 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2947 members 
Mstep: Class 32 contains 14202 members 
Mstep: Class 33 contains 11183 members 
Mstep: Class 34 contains 92325 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 84209 members 
Mstep: Class 37 contains 83460 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2249 members 
Mstep: Class 40 contains 75837 members 
Mstep: Class 41 contains 4662 members 
Mstep: Class 42 contains 27561 members 
Mstep: Class 43 contains 161336 members 
Mstep: Class 44 contains 2092 members 
Mstep: Class 45 contains 8367 members 
Mstep: Class 46 contains 18952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425944.000000 Penalty: 30063.429688
Iteration 375Q: 47 clusters Score -8.742594e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 3187 members 
Mstep: Class 3 contains 71523 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 76651 members 
Mstep: Class 6 contains 15313 members 
Mstep: Class 7 contains 2574 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 39106 members 
Mstep: Class 11 contains 78400 members 
Mstep: Class 12 contains 18938 members 
Mstep: Class 13 contains 65153 members 
Mstep: Class 14 contains 18464 members 
Mstep: Class 15 contains 82669 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 15234 members 
Mstep: Class 18 contains 73241 members 
Mstep: Class 19 contains 70248 members 
Mstep: Class 20 contains 122296 members 
Mstep: Class 21 contains 48568 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 5093 members 
Mstep: Class 24 contains 41348 members 
Mstep: Class 25 contains 9457 members 
Mstep: Class 26 contains 2549 members 
Mstep: Class 27 contains 14906 members 
Mstep: Class 28 contains 5875 members 
Mstep: Class 29 contains 152145 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2949 members 
Mstep: Class 32 contains 14199 members 
Mstep: Class 33 contains 11182 members 
Mstep: Class 34 contains 92299 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 84370 members 
Mstep: Class 37 contains 83354 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75868 members 
Mstep: Class 41 contains 4662 members 
Mstep: Class 42 contains 27556 members 
Mstep: Class 43 contains 161342 members 
Mstep: Class 44 contains 2085 members 
Mstep: Class 45 contains 8547 members 
Mstep: Class 46 contains 19162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426224.000000 Penalty: 30063.429688
Iteration 376Q: 47 clusters Score -8.742622e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 70994 members 
Mstep: Class 4 contains 3810 members 
Mstep: Class 5 contains 76650 members 
Mstep: Class 6 contains 15280 members 
Mstep: Class 7 contains 2579 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 39027 members 
Mstep: Class 11 contains 78373 members 
Mstep: Class 12 contains 18860 members 
Mstep: Class 13 contains 65227 members 
Mstep: Class 14 contains 18474 members 
Mstep: Class 15 contains 82702 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 15251 members 
Mstep: Class 18 contains 73271 members 
Mstep: Class 19 contains 70354 members 
Mstep: Class 20 contains 122286 members 
Mstep: Class 21 contains 48566 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 41367 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2545 members 
Mstep: Class 27 contains 14837 members 
Mstep: Class 28 contains 5871 members 
Mstep: Class 29 contains 152125 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2950 members 
Mstep: Class 32 contains 14198 members 
Mstep: Class 33 contains 11176 members 
Mstep: Class 34 contains 92288 members 
Mstep: Class 35 contains 271 members 
Mstep: Class 36 contains 84558 members 
Mstep: Class 37 contains 83265 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75909 members 
Mstep: Class 41 contains 4662 members 
Mstep: Class 42 contains 27549 members 
Mstep: Class 43 contains 161345 members 
Mstep: Class 44 contains 2080 members 
Mstep: Class 45 contains 8713 members 
Mstep: Class 46 contains 19331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426128.000000 Penalty: 30063.429688
Iteration 377Q: 47 clusters Score -8.742613e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 3186 members 
Mstep: Class 3 contains 70479 members 
Mstep: Class 4 contains 3776 members 
Mstep: Class 5 contains 76664 members 
Mstep: Class 6 contains 15249 members 
Mstep: Class 7 contains 2582 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 38923 members 
Mstep: Class 11 contains 78364 members 
Mstep: Class 12 contains 18789 members 
Mstep: Class 13 contains 65311 members 
Mstep: Class 14 contains 18486 members 
Mstep: Class 15 contains 82726 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 15247 members 
Mstep: Class 18 contains 73304 members 
Mstep: Class 19 contains 70473 members 
Mstep: Class 20 contains 122279 members 
Mstep: Class 21 contains 48557 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 41389 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2544 members 
Mstep: Class 27 contains 14763 members 
Mstep: Class 28 contains 5866 members 
Mstep: Class 29 contains 152124 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2957 members 
Mstep: Class 32 contains 14203 members 
Mstep: Class 33 contains 11171 members 
Mstep: Class 34 contains 92285 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 84723 members 
Mstep: Class 37 contains 83154 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75934 members 
Mstep: Class 41 contains 4662 members 
Mstep: Class 42 contains 27525 members 
Mstep: Class 43 contains 161325 members 
Mstep: Class 44 contains 2069 members 
Mstep: Class 45 contains 8885 members 
Mstep: Class 46 contains 19537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426376.000000 Penalty: 30063.429688
Iteration 378Q: 47 clusters Score -8.742638e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 3188 members 
Mstep: Class 3 contains 69997 members 
Mstep: Class 4 contains 3754 members 
Mstep: Class 5 contains 76668 members 
Mstep: Class 6 contains 15202 members 
Mstep: Class 7 contains 2587 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 38861 members 
Mstep: Class 11 contains 78358 members 
Mstep: Class 12 contains 18729 members 
Mstep: Class 13 contains 65373 members 
Mstep: Class 14 contains 18495 members 
Mstep: Class 15 contains 82753 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 15252 members 
Mstep: Class 18 contains 73335 members 
Mstep: Class 19 contains 70580 members 
Mstep: Class 20 contains 122262 members 
Mstep: Class 21 contains 48553 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 41405 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2541 members 
Mstep: Class 27 contains 14685 members 
Mstep: Class 28 contains 5857 members 
Mstep: Class 29 contains 152109 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2960 members 
Mstep: Class 32 contains 14202 members 
Mstep: Class 33 contains 11172 members 
Mstep: Class 34 contains 92293 members 
Mstep: Class 35 contains 270 members 
Mstep: Class 36 contains 84872 members 
Mstep: Class 37 contains 83001 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75952 members 
Mstep: Class 41 contains 4662 members 
Mstep: Class 42 contains 27510 members 
Mstep: Class 43 contains 161367 members 
Mstep: Class 44 contains 2055 members 
Mstep: Class 45 contains 9072 members 
Mstep: Class 46 contains 19704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426288.000000 Penalty: 30063.429688
Iteration 379Q: 47 clusters Score -8.742629e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 3187 members 
Mstep: Class 3 contains 69541 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 76649 members 
Mstep: Class 6 contains 15148 members 
Mstep: Class 7 contains 2590 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 38836 members 
Mstep: Class 11 contains 78324 members 
Mstep: Class 12 contains 18684 members 
Mstep: Class 13 contains 65429 members 
Mstep: Class 14 contains 18503 members 
Mstep: Class 15 contains 82781 members 
Mstep: Class 16 contains 2452 members 
Mstep: Class 17 contains 15270 members 
Mstep: Class 18 contains 73370 members 
Mstep: Class 19 contains 70670 members 
Mstep: Class 20 contains 122256 members 
Mstep: Class 21 contains 48539 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 41428 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2541 members 
Mstep: Class 27 contains 14587 members 
Mstep: Class 28 contains 5852 members 
Mstep: Class 29 contains 152095 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2959 members 
Mstep: Class 32 contains 14203 members 
Mstep: Class 33 contains 11177 members 
Mstep: Class 34 contains 92291 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 85031 members 
Mstep: Class 37 contains 82885 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75968 members 
Mstep: Class 41 contains 4662 members 
Mstep: Class 42 contains 27489 members 
Mstep: Class 43 contains 161403 members 
Mstep: Class 44 contains 2045 members 
Mstep: Class 45 contains 9245 members 
Mstep: Class 46 contains 19852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426360.000000 Penalty: 30063.429688
Iteration 380F: 47 clusters Score -8.742636e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 3183 members 
Mstep: Class 3 contains 69120 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 76633 members 
Mstep: Class 6 contains 15098 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 38802 members 
Mstep: Class 11 contains 78252 members 
Mstep: Class 12 contains 18635 members 
Mstep: Class 13 contains 65526 members 
Mstep: Class 14 contains 18511 members 
Mstep: Class 15 contains 82820 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 15293 members 
Mstep: Class 18 contains 73388 members 
Mstep: Class 19 contains 70766 members 
Mstep: Class 20 contains 122251 members 
Mstep: Class 21 contains 48525 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 41449 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2547 members 
Mstep: Class 27 contains 14489 members 
Mstep: Class 28 contains 5848 members 
Mstep: Class 29 contains 152075 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2952 members 
Mstep: Class 32 contains 14206 members 
Mstep: Class 33 contains 11173 members 
Mstep: Class 34 contains 92299 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 85188 members 
Mstep: Class 37 contains 82725 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76000 members 
Mstep: Class 41 contains 4663 members 
Mstep: Class 42 contains 27481 members 
Mstep: Class 43 contains 161408 members 
Mstep: Class 44 contains 2036 members 
Mstep: Class 45 contains 9438 members 
Mstep: Class 46 contains 20005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426520.000000 Penalty: 30063.429688
Iteration 381Q: 47 clusters Score -8.742652e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 3175 members 
Mstep: Class 3 contains 68657 members 
Mstep: Class 4 contains 3678 members 
Mstep: Class 5 contains 76615 members 
Mstep: Class 6 contains 15050 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 38755 members 
Mstep: Class 11 contains 78186 members 
Mstep: Class 12 contains 18577 members 
Mstep: Class 13 contains 65661 members 
Mstep: Class 14 contains 18515 members 
Mstep: Class 15 contains 82849 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 73415 members 
Mstep: Class 19 contains 70875 members 
Mstep: Class 20 contains 122268 members 
Mstep: Class 21 contains 48512 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 5091 members 
Mstep: Class 24 contains 41472 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2546 members 
Mstep: Class 27 contains 14393 members 
Mstep: Class 28 contains 5844 members 
Mstep: Class 29 contains 152028 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2949 members 
Mstep: Class 32 contains 14208 members 
Mstep: Class 33 contains 11168 members 
Mstep: Class 34 contains 92296 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 85361 members 
Mstep: Class 37 contains 82575 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76051 members 
Mstep: Class 41 contains 4665 members 
Mstep: Class 42 contains 27462 members 
Mstep: Class 43 contains 161426 members 
Mstep: Class 44 contains 2034 members 
Mstep: Class 45 contains 9615 members 
Mstep: Class 46 contains 20173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426256.000000 Penalty: 30063.429688
Iteration 382Q: 47 clusters Score -8.742626e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 3171 members 
Mstep: Class 3 contains 68172 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 76598 members 
Mstep: Class 6 contains 15017 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 38697 members 
Mstep: Class 11 contains 78126 members 
Mstep: Class 12 contains 18507 members 
Mstep: Class 13 contains 65800 members 
Mstep: Class 14 contains 18521 members 
Mstep: Class 15 contains 82877 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 15316 members 
Mstep: Class 18 contains 73428 members 
Mstep: Class 19 contains 71001 members 
Mstep: Class 20 contains 122276 members 
Mstep: Class 21 contains 48495 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 41489 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2548 members 
Mstep: Class 27 contains 14292 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 151996 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2948 members 
Mstep: Class 32 contains 14211 members 
Mstep: Class 33 contains 11169 members 
Mstep: Class 34 contains 92317 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 85517 members 
Mstep: Class 37 contains 82460 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76079 members 
Mstep: Class 41 contains 4666 members 
Mstep: Class 42 contains 27446 members 
Mstep: Class 43 contains 161440 members 
Mstep: Class 44 contains 2032 members 
Mstep: Class 45 contains 9794 members 
Mstep: Class 46 contains 20338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426488.000000 Penalty: 30063.429688
Iteration 383Q: 47 clusters Score -8.742649e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 3163 members 
Mstep: Class 3 contains 67706 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 76608 members 
Mstep: Class 6 contains 15014 members 
Mstep: Class 7 contains 2602 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 38641 members 
Mstep: Class 11 contains 78024 members 
Mstep: Class 12 contains 18440 members 
Mstep: Class 13 contains 65943 members 
Mstep: Class 14 contains 18531 members 
Mstep: Class 15 contains 82898 members 
Mstep: Class 16 contains 2455 members 
Mstep: Class 17 contains 15318 members 
Mstep: Class 18 contains 73472 members 
Mstep: Class 19 contains 71148 members 
Mstep: Class 20 contains 122264 members 
Mstep: Class 21 contains 48476 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 41501 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 14202 members 
Mstep: Class 28 contains 5841 members 
Mstep: Class 29 contains 151947 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 14213 members 
Mstep: Class 33 contains 11174 members 
Mstep: Class 34 contains 92337 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 85657 members 
Mstep: Class 37 contains 82341 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76114 members 
Mstep: Class 41 contains 4666 members 
Mstep: Class 42 contains 27425 members 
Mstep: Class 43 contains 161426 members 
Mstep: Class 44 contains 2032 members 
Mstep: Class 45 contains 9969 members 
Mstep: Class 46 contains 20487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426576.000000 Penalty: 30063.429688
Iteration 384Q: 47 clusters Score -8.742658e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 3147 members 
Mstep: Class 3 contains 67220 members 
Mstep: Class 4 contains 3608 members 
Mstep: Class 5 contains 76650 members 
Mstep: Class 6 contains 15005 members 
Mstep: Class 7 contains 2603 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 38563 members 
Mstep: Class 11 contains 77930 members 
Mstep: Class 12 contains 18379 members 
Mstep: Class 13 contains 66083 members 
Mstep: Class 14 contains 18543 members 
Mstep: Class 15 contains 82911 members 
Mstep: Class 16 contains 2456 members 
Mstep: Class 17 contains 15320 members 
Mstep: Class 18 contains 73542 members 
Mstep: Class 19 contains 71316 members 
Mstep: Class 20 contains 122249 members 
Mstep: Class 21 contains 48456 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 5093 members 
Mstep: Class 24 contains 41517 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 14127 members 
Mstep: Class 28 contains 5842 members 
Mstep: Class 29 contains 151882 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2954 members 
Mstep: Class 32 contains 14214 members 
Mstep: Class 33 contains 11174 members 
Mstep: Class 34 contains 92358 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 85787 members 
Mstep: Class 37 contains 82197 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76153 members 
Mstep: Class 41 contains 4666 members 
Mstep: Class 42 contains 27399 members 
Mstep: Class 43 contains 161407 members 
Mstep: Class 44 contains 2043 members 
Mstep: Class 45 contains 10142 members 
Mstep: Class 46 contains 20640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426424.000000 Penalty: 30063.429688
Iteration 385Q: 47 clusters Score -8.742642e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 3143 members 
Mstep: Class 3 contains 66762 members 
Mstep: Class 4 contains 3578 members 
Mstep: Class 5 contains 76707 members 
Mstep: Class 6 contains 15009 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 38520 members 
Mstep: Class 11 contains 77852 members 
Mstep: Class 12 contains 18313 members 
Mstep: Class 13 contains 66198 members 
Mstep: Class 14 contains 18550 members 
Mstep: Class 15 contains 82935 members 
Mstep: Class 16 contains 2456 members 
Mstep: Class 17 contains 15326 members 
Mstep: Class 18 contains 73604 members 
Mstep: Class 19 contains 71496 members 
Mstep: Class 20 contains 122255 members 
Mstep: Class 21 contains 48432 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 5094 members 
Mstep: Class 24 contains 41534 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2556 members 
Mstep: Class 27 contains 14030 members 
Mstep: Class 28 contains 5846 members 
Mstep: Class 29 contains 151817 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2955 members 
Mstep: Class 32 contains 14215 members 
Mstep: Class 33 contains 11181 members 
Mstep: Class 34 contains 92371 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 85907 members 
Mstep: Class 37 contains 82054 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76170 members 
Mstep: Class 41 contains 4666 members 
Mstep: Class 42 contains 27367 members 
Mstep: Class 43 contains 161377 members 
Mstep: Class 44 contains 2038 members 
Mstep: Class 45 contains 10307 members 
Mstep: Class 46 contains 20773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426648.000000 Penalty: 30063.429688
Iteration 386Q: 47 clusters Score -8.742665e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 66347 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 5 contains 76743 members 
Mstep: Class 6 contains 15004 members 
Mstep: Class 7 contains 2610 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 38449 members 
Mstep: Class 11 contains 77726 members 
Mstep: Class 12 contains 18259 members 
Mstep: Class 13 contains 66322 members 
Mstep: Class 14 contains 18553 members 
Mstep: Class 15 contains 82955 members 
Mstep: Class 16 contains 2456 members 
Mstep: Class 17 contains 15331 members 
Mstep: Class 18 contains 73673 members 
Mstep: Class 19 contains 71692 members 
Mstep: Class 20 contains 122272 members 
Mstep: Class 21 contains 48408 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 5099 members 
Mstep: Class 24 contains 41542 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2560 members 
Mstep: Class 27 contains 13938 members 
Mstep: Class 28 contains 5847 members 
Mstep: Class 29 contains 151744 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2957 members 
Mstep: Class 32 contains 14219 members 
Mstep: Class 33 contains 11183 members 
Mstep: Class 34 contains 92381 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 86046 members 
Mstep: Class 37 contains 81900 members 
Mstep: Class 38 contains 513 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76194 members 
Mstep: Class 41 contains 4667 members 
Mstep: Class 42 contains 27328 members 
Mstep: Class 43 contains 161336 members 
Mstep: Class 44 contains 2039 members 
Mstep: Class 45 contains 10465 members 
Mstep: Class 46 contains 20930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426608.000000 Penalty: 30063.429688
Iteration 387Q: 47 clusters Score -8.742661e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 65926 members 
Mstep: Class 4 contains 3516 members 
Mstep: Class 5 contains 76796 members 
Mstep: Class 6 contains 14998 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 38365 members 
Mstep: Class 11 contains 77610 members 
Mstep: Class 12 contains 18205 members 
Mstep: Class 13 contains 66439 members 
Mstep: Class 14 contains 18557 members 
Mstep: Class 15 contains 82976 members 
Mstep: Class 16 contains 2456 members 
Mstep: Class 17 contains 15338 members 
Mstep: Class 18 contains 73738 members 
Mstep: Class 19 contains 71859 members 
Mstep: Class 20 contains 122287 members 
Mstep: Class 21 contains 48395 members 
Mstep: Class 22 contains 2514 members 
Mstep: Class 23 contains 5101 members 
Mstep: Class 24 contains 41563 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 13866 members 
Mstep: Class 28 contains 5849 members 
Mstep: Class 29 contains 151677 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2958 members 
Mstep: Class 32 contains 14220 members 
Mstep: Class 33 contains 11186 members 
Mstep: Class 34 contains 92392 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 86171 members 
Mstep: Class 37 contains 81779 members 
Mstep: Class 38 contains 514 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76193 members 
Mstep: Class 41 contains 4670 members 
Mstep: Class 42 contains 27299 members 
Mstep: Class 43 contains 161281 members 
Mstep: Class 44 contains 2039 members 
Mstep: Class 45 contains 10651 members 
Mstep: Class 46 contains 21090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426424.000000 Penalty: 30063.429688
Iteration 388Q: 47 clusters Score -8.742642e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97022 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 65558 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 76853 members 
Mstep: Class 6 contains 15000 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 38260 members 
Mstep: Class 11 contains 77467 members 
Mstep: Class 12 contains 18153 members 
Mstep: Class 13 contains 66537 members 
Mstep: Class 14 contains 18559 members 
Mstep: Class 15 contains 83005 members 
Mstep: Class 16 contains 2457 members 
Mstep: Class 17 contains 15338 members 
Mstep: Class 18 contains 73801 members 
Mstep: Class 19 contains 72062 members 
Mstep: Class 20 contains 122312 members 
Mstep: Class 21 contains 48389 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 5103 members 
Mstep: Class 24 contains 41578 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 13800 members 
Mstep: Class 28 contains 5848 members 
Mstep: Class 29 contains 151594 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2962 members 
Mstep: Class 32 contains 14219 members 
Mstep: Class 33 contains 11190 members 
Mstep: Class 34 contains 92393 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 86294 members 
Mstep: Class 37 contains 81630 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76196 members 
Mstep: Class 41 contains 4671 members 
Mstep: Class 42 contains 27292 members 
Mstep: Class 43 contains 161221 members 
Mstep: Class 44 contains 2036 members 
Mstep: Class 45 contains 10816 members 
Mstep: Class 46 contains 21261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426384.000000 Penalty: 30063.429688
Iteration 389Q: 47 clusters Score -8.742638e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97142 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 65160 members 
Mstep: Class 4 contains 3475 members 
Mstep: Class 5 contains 76928 members 
Mstep: Class 6 contains 14995 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 38159 members 
Mstep: Class 11 contains 77311 members 
Mstep: Class 12 contains 18108 members 
Mstep: Class 13 contains 66646 members 
Mstep: Class 14 contains 18560 members 
Mstep: Class 15 contains 83032 members 
Mstep: Class 16 contains 2459 members 
Mstep: Class 17 contains 15337 members 
Mstep: Class 18 contains 73871 members 
Mstep: Class 19 contains 72282 members 
Mstep: Class 20 contains 122343 members 
Mstep: Class 21 contains 48372 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 5101 members 
Mstep: Class 24 contains 41597 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 13736 members 
Mstep: Class 28 contains 5845 members 
Mstep: Class 29 contains 151514 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2967 members 
Mstep: Class 32 contains 14219 members 
Mstep: Class 33 contains 11192 members 
Mstep: Class 34 contains 92392 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 86392 members 
Mstep: Class 37 contains 81456 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76198 members 
Mstep: Class 41 contains 4672 members 
Mstep: Class 42 contains 27275 members 
Mstep: Class 43 contains 161178 members 
Mstep: Class 44 contains 2029 members 
Mstep: Class 45 contains 10986 members 
Mstep: Class 46 contains 21439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426224.000000 Penalty: 30063.429688
Iteration 390Q: 47 clusters Score -8.742622e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 64798 members 
Mstep: Class 4 contains 3451 members 
Mstep: Class 5 contains 77044 members 
Mstep: Class 6 contains 14988 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 38064 members 
Mstep: Class 11 contains 77126 members 
Mstep: Class 12 contains 18059 members 
Mstep: Class 13 contains 66748 members 
Mstep: Class 14 contains 18560 members 
Mstep: Class 15 contains 83070 members 
Mstep: Class 16 contains 2461 members 
Mstep: Class 17 contains 15339 members 
Mstep: Class 18 contains 73903 members 
Mstep: Class 19 contains 72473 members 
Mstep: Class 20 contains 122374 members 
Mstep: Class 21 contains 48358 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 5104 members 
Mstep: Class 24 contains 41612 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 13658 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 151453 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2969 members 
Mstep: Class 32 contains 14219 members 
Mstep: Class 33 contains 11193 members 
Mstep: Class 34 contains 92383 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 86474 members 
Mstep: Class 37 contains 81284 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76203 members 
Mstep: Class 41 contains 4673 members 
Mstep: Class 42 contains 27255 members 
Mstep: Class 43 contains 161161 members 
Mstep: Class 44 contains 2017 members 
Mstep: Class 45 contains 11180 members 
Mstep: Class 46 contains 21609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426208.000000 Penalty: 30063.429688
Iteration 391Q: 47 clusters Score -8.742621e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 64418 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 77125 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 37970 members 
Mstep: Class 11 contains 76968 members 
Mstep: Class 12 contains 18013 members 
Mstep: Class 13 contains 66845 members 
Mstep: Class 14 contains 18564 members 
Mstep: Class 15 contains 83112 members 
Mstep: Class 16 contains 2461 members 
Mstep: Class 17 contains 15340 members 
Mstep: Class 18 contains 73918 members 
Mstep: Class 19 contains 72665 members 
Mstep: Class 20 contains 122412 members 
Mstep: Class 21 contains 48349 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 5105 members 
Mstep: Class 24 contains 41635 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2557 members 
Mstep: Class 27 contains 13586 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 151391 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2971 members 
Mstep: Class 32 contains 14223 members 
Mstep: Class 33 contains 11194 members 
Mstep: Class 34 contains 92378 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 86564 members 
Mstep: Class 37 contains 81163 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76191 members 
Mstep: Class 41 contains 4676 members 
Mstep: Class 42 contains 27223 members 
Mstep: Class 43 contains 161151 members 
Mstep: Class 44 contains 2002 members 
Mstep: Class 45 contains 11359 members 
Mstep: Class 46 contains 21772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426112.000000 Penalty: 30063.429688
Iteration 392Q: 47 clusters Score -8.742611e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 64035 members 
Mstep: Class 4 contains 3424 members 
Mstep: Class 5 contains 77246 members 
Mstep: Class 6 contains 14986 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 437 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 37879 members 
Mstep: Class 11 contains 76868 members 
Mstep: Class 12 contains 17979 members 
Mstep: Class 13 contains 66930 members 
Mstep: Class 14 contains 18569 members 
Mstep: Class 15 contains 83143 members 
Mstep: Class 16 contains 2461 members 
Mstep: Class 17 contains 15333 members 
Mstep: Class 18 contains 73926 members 
Mstep: Class 19 contains 72834 members 
Mstep: Class 20 contains 122444 members 
Mstep: Class 21 contains 48320 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 5100 members 
Mstep: Class 24 contains 41656 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2560 members 
Mstep: Class 27 contains 13515 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 151326 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2977 members 
Mstep: Class 32 contains 14228 members 
Mstep: Class 33 contains 11194 members 
Mstep: Class 34 contains 92395 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 86640 members 
Mstep: Class 37 contains 81036 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76173 members 
Mstep: Class 41 contains 4677 members 
Mstep: Class 42 contains 27209 members 
Mstep: Class 43 contains 161138 members 
Mstep: Class 44 contains 1988 members 
Mstep: Class 45 contains 11521 members 
Mstep: Class 46 contains 21935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426000.000000 Penalty: 30063.429688
Iteration 393Q: 47 clusters Score -8.7426e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 3135 members 
Mstep: Class 3 contains 63631 members 
Mstep: Class 4 contains 3416 members 
Mstep: Class 5 contains 77342 members 
Mstep: Class 6 contains 14995 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 436 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 37766 members 
Mstep: Class 11 contains 76812 members 
Mstep: Class 12 contains 17928 members 
Mstep: Class 13 contains 67015 members 
Mstep: Class 14 contains 18575 members 
Mstep: Class 15 contains 83165 members 
Mstep: Class 16 contains 2463 members 
Mstep: Class 17 contains 15315 members 
Mstep: Class 18 contains 73963 members 
Mstep: Class 19 contains 72975 members 
Mstep: Class 20 contains 122476 members 
Mstep: Class 21 contains 48291 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 5097 members 
Mstep: Class 24 contains 41675 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2558 members 
Mstep: Class 27 contains 13439 members 
Mstep: Class 28 contains 5840 members 
Mstep: Class 29 contains 151276 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2984 members 
Mstep: Class 32 contains 14227 members 
Mstep: Class 33 contains 11186 members 
Mstep: Class 34 contains 92400 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 86709 members 
Mstep: Class 37 contains 80975 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76137 members 
Mstep: Class 41 contains 4679 members 
Mstep: Class 42 contains 27197 members 
Mstep: Class 43 contains 161140 members 
Mstep: Class 44 contains 1975 members 
Mstep: Class 45 contains 11678 members 
Mstep: Class 46 contains 22125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426128.000000 Penalty: 30063.429688
Iteration 394Q: 47 clusters Score -8.742613e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 63233 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 77423 members 
Mstep: Class 6 contains 14990 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 37639 members 
Mstep: Class 11 contains 76744 members 
Mstep: Class 12 contains 17888 members 
Mstep: Class 13 contains 67108 members 
Mstep: Class 14 contains 18575 members 
Mstep: Class 15 contains 83186 members 
Mstep: Class 16 contains 2463 members 
Mstep: Class 17 contains 15304 members 
Mstep: Class 18 contains 73993 members 
Mstep: Class 19 contains 73090 members 
Mstep: Class 20 contains 122519 members 
Mstep: Class 21 contains 48271 members 
Mstep: Class 22 contains 2513 members 
Mstep: Class 23 contains 5093 members 
Mstep: Class 24 contains 41691 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2560 members 
Mstep: Class 27 contains 13364 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 151235 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 2992 members 
Mstep: Class 32 contains 14226 members 
Mstep: Class 33 contains 11175 members 
Mstep: Class 34 contains 92413 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 86809 members 
Mstep: Class 37 contains 80940 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76101 members 
Mstep: Class 41 contains 4681 members 
Mstep: Class 42 contains 27178 members 
Mstep: Class 43 contains 161142 members 
Mstep: Class 44 contains 1967 members 
Mstep: Class 45 contains 11796 members 
Mstep: Class 46 contains 22327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425776.000000 Penalty: 30063.429688
Iteration 395Q: 47 clusters Score -8.742578e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 62850 members 
Mstep: Class 4 contains 3395 members 
Mstep: Class 5 contains 77502 members 
Mstep: Class 6 contains 14984 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 37534 members 
Mstep: Class 11 contains 76646 members 
Mstep: Class 12 contains 17851 members 
Mstep: Class 13 contains 67182 members 
Mstep: Class 14 contains 18575 members 
Mstep: Class 15 contains 83205 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15300 members 
Mstep: Class 18 contains 74009 members 
Mstep: Class 19 contains 73232 members 
Mstep: Class 20 contains 122603 members 
Mstep: Class 21 contains 48255 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 41709 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 13279 members 
Mstep: Class 28 contains 5842 members 
Mstep: Class 29 contains 151189 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3004 members 
Mstep: Class 32 contains 14228 members 
Mstep: Class 33 contains 11170 members 
Mstep: Class 34 contains 92409 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 86917 members 
Mstep: Class 37 contains 80903 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76076 members 
Mstep: Class 41 contains 4682 members 
Mstep: Class 42 contains 27150 members 
Mstep: Class 43 contains 161131 members 
Mstep: Class 44 contains 1962 members 
Mstep: Class 45 contains 11921 members 
Mstep: Class 46 contains 22507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425584.000000 Penalty: 30063.429688
Iteration 396Q: 47 clusters Score -8.742558e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97664 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 62481 members 
Mstep: Class 4 contains 3381 members 
Mstep: Class 5 contains 77609 members 
Mstep: Class 6 contains 14975 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 37458 members 
Mstep: Class 11 contains 76560 members 
Mstep: Class 12 contains 17822 members 
Mstep: Class 13 contains 67264 members 
Mstep: Class 14 contains 18582 members 
Mstep: Class 15 contains 83233 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15298 members 
Mstep: Class 18 contains 74022 members 
Mstep: Class 19 contains 73330 members 
Mstep: Class 20 contains 122670 members 
Mstep: Class 21 contains 48240 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 41732 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 13194 members 
Mstep: Class 28 contains 5842 members 
Mstep: Class 29 contains 151120 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3016 members 
Mstep: Class 32 contains 14226 members 
Mstep: Class 33 contains 11166 members 
Mstep: Class 34 contains 92400 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 87022 members 
Mstep: Class 37 contains 80865 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 76041 members 
Mstep: Class 41 contains 4684 members 
Mstep: Class 42 contains 27117 members 
Mstep: Class 43 contains 161126 members 
Mstep: Class 44 contains 1960 members 
Mstep: Class 45 contains 12066 members 
Mstep: Class 46 contains 22637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425656.000000 Penalty: 30063.429688
Iteration 397Q: 47 clusters Score -8.742566e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 62107 members 
Mstep: Class 4 contains 3363 members 
Mstep: Class 5 contains 77726 members 
Mstep: Class 6 contains 14956 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 37371 members 
Mstep: Class 11 contains 76479 members 
Mstep: Class 12 contains 17804 members 
Mstep: Class 13 contains 67346 members 
Mstep: Class 14 contains 18588 members 
Mstep: Class 15 contains 83269 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15298 members 
Mstep: Class 18 contains 74012 members 
Mstep: Class 19 contains 73427 members 
Mstep: Class 20 contains 122725 members 
Mstep: Class 21 contains 48225 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 5084 members 
Mstep: Class 24 contains 41747 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 13116 members 
Mstep: Class 28 contains 5841 members 
Mstep: Class 29 contains 151070 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3024 members 
Mstep: Class 32 contains 14224 members 
Mstep: Class 33 contains 11159 members 
Mstep: Class 34 contains 92405 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 87144 members 
Mstep: Class 37 contains 80843 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75998 members 
Mstep: Class 41 contains 4685 members 
Mstep: Class 42 contains 27080 members 
Mstep: Class 43 contains 161121 members 
Mstep: Class 44 contains 1960 members 
Mstep: Class 45 contains 12203 members 
Mstep: Class 46 contains 22762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425832.000000 Penalty: 30063.429688
Iteration 398Q: 47 clusters Score -8.742583e+07 nChanged 1992
Entering ConstructFrom: 
Score: -87425832.000000 Penalty: 30063.429688
Entering ConstructFrom: 
Trying to split cluster 1 (97785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97785 members 
Entering Unmasked Estep 
Score: -5337698.000000 Penalty: 522.818970
	Iteration 0F: 2 clusters Score -5337698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -5273345.000000 Penalty: 1045.637939
	Iteration 0F: 3 clusters Score -5273345 nChanged 47690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -5302242.000000 Penalty: 1045.637939
	Iteration 1F: 3 clusters Score -5302242 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -5303700.000000 Penalty: 1045.637939
	Iteration 2Q: 3 clusters Score -5303700 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5306110.500000 Penalty: 1045.637939
	Iteration 3Q: 3 clusters Score -5306110 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -5309823.500000 Penalty: 1045.637939
	Iteration 4F: 3 clusters Score -5309824 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -5315115.000000 Penalty: 1045.637939
	Iteration 5F: 3 clusters Score -5315115 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -5320142.000000 Penalty: 1045.637939
	Iteration 6F: 3 clusters Score -5320142 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -5323006.000000 Penalty: 1045.637939
	Iteration 7F: 3 clusters Score -5323006 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5324258.000000 Penalty: 1045.637939
	Iteration 8Q: 3 clusters Score -5324258 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -5325065.000000 Penalty: 1045.637939
	Iteration 9Q: 3 clusters Score -5325065 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -5325902.000000 Penalty: 1045.637939
	Iteration 10Q: 3 clusters Score -5325902 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -5326945.500000 Penalty: 1045.637939
	Iteration 11Q: 3 clusters Score -5326946 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5328340.000000 Penalty: 1045.637939
	Iteration 12Q: 3 clusters Score -5328340 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -5329995.500000 Penalty: 1045.637939
	Iteration 13Q: 3 clusters Score -5329996 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -5331728.000000 Penalty: 1045.637939
	Iteration 14Q: 3 clusters Score -5331728 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -5333247.500000 Penalty: 1045.637939
	Iteration 15Q: 3 clusters Score -5333248 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -5334616.000000 Penalty: 1045.637939
	Iteration 16Q: 3 clusters Score -5334616 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61426 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -5335510.500000 Penalty: 1045.637939
	Iteration 17Q: 3 clusters Score -5335510 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -5336099.500000 Penalty: 1045.637939
	Iteration 18Q: 3 clusters Score -5336100 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -5336520.500000 Penalty: 1045.637939
	Iteration 19Q: 3 clusters Score -5336520 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5336786.000000 Penalty: 1045.637939
	Iteration 20F: 3 clusters Score -5336786 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5336925.000000 Penalty: 1045.637939
	Iteration 21Q: 3 clusters Score -5336925 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -5336992.500000 Penalty: 1045.637939
	Iteration 22Q: 3 clusters Score -5336992 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -5337064.500000 Penalty: 1045.637939
	Iteration 23Q: 3 clusters Score -5337064 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -5337087.500000 Penalty: 1045.637939
	Iteration 24Q: 3 clusters Score -5337088 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -5337102.000000 Penalty: 1045.637939
	Iteration 25Q: 3 clusters Score -5337102 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -5337123.000000 Penalty: 1045.637939
	Iteration 26Q: 3 clusters Score -5337123 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -5337111.500000 Penalty: 1045.637939
	Iteration 27Q: 3 clusters Score -5337112 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -5337120.000000 Penalty: 1045.637939
	Iteration 28Q: 3 clusters Score -5337120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -5337122.000000 Penalty: 1045.637939
	Iteration 29Q: 3 clusters Score -5337122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -5337114.000000 Penalty: 1045.637939
	Iteration 30Q: 3 clusters Score -5337114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5337121.000000 Penalty: 1045.637939
	Iteration 31Q: 3 clusters Score -5337121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -5337122.000000 Penalty: 1045.637939
	Iteration 32Q: 3 clusters Score -5337122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -5337118.500000 Penalty: 1045.637939
	Iteration 33Q: 3 clusters Score -5337118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -5337124.500000 Penalty: 1045.637939
	Iteration 34Q: 3 clusters Score -5337124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -5337126.500000 Penalty: 1045.637939
	Iteration 35Q: 3 clusters Score -5337126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -5337123.000000 Penalty: 1045.637939
	Iteration 36Q: 3 clusters Score -5337123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -5337125.000000 Penalty: 1045.637939
	Iteration 37Q: 3 clusters Score -5337125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -5337128.000000 Penalty: 1045.637939
	Iteration 38Q: 3 clusters Score -5337128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -5337132.000000 Penalty: 1045.637939
	Iteration 39Q: 3 clusters Score -5337132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -5337130.000000 Penalty: 1045.637939
	Iteration 40F: 3 clusters Score -5337130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Entering Unmasked Estep 
Score: -173042.156250 Penalty: 366.176239
	Iteration 0F: 2 clusters Score -173042.2 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 1581 members 
Entering Unmasked Estep 
Score: -170910.421875 Penalty: 732.352478
	Iteration 0F: 3 clusters Score -170910.4 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -171597.406250 Penalty: 732.352478
	Iteration 1F: 3 clusters Score -171597.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -171661.171875 Penalty: 732.352478
	Iteration 2F: 3 clusters Score -171661.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -171710.109375 Penalty: 732.352478
	Iteration 3Q: 3 clusters Score -171710.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -171779.843750 Penalty: 732.352478
	Iteration 4Q: 3 clusters Score -171779.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -171851.890625 Penalty: 732.352478
	Iteration 5Q: 3 clusters Score -171851.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -171947.046875 Penalty: 732.352478
	Iteration 6F: 3 clusters Score -171947 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -172053.125000 Penalty: 732.352478
	Iteration 7Q: 3 clusters Score -172053.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -172178.921875 Penalty: 732.352478
	Iteration 8F: 3 clusters Score -172178.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -172287.062500 Penalty: 732.352478
	Iteration 9Q: 3 clusters Score -172287.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -172390.734375 Penalty: 732.352478
	Iteration 10Q: 3 clusters Score -172390.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -172479.140625 Penalty: 732.352478
	Iteration 11Q: 3 clusters Score -172479.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -172547.250000 Penalty: 732.352478
	Iteration 12Q: 3 clusters Score -172547.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -172599.218750 Penalty: 732.352478
	Iteration 13Q: 3 clusters Score -172599.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -172638.890625 Penalty: 732.352478
	Iteration 14Q: 3 clusters Score -172638.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -172662.218750 Penalty: 732.352478
	Iteration 15Q: 3 clusters Score -172662.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -172678.843750 Penalty: 732.352478
	Iteration 16Q: 3 clusters Score -172678.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -172697.843750 Penalty: 732.352478
	Iteration 17Q: 3 clusters Score -172697.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -172716.078125 Penalty: 732.352478
	Iteration 18Q: 3 clusters Score -172716.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -172729.078125 Penalty: 732.352478
	Iteration 19Q: 3 clusters Score -172729.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -172737.953125 Penalty: 732.352478
	Iteration 20F: 3 clusters Score -172738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -172744.093750 Penalty: 732.352478
	Iteration 21Q: 3 clusters Score -172744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -172745.031250 Penalty: 732.352478
	Iteration 22Q: 3 clusters Score -172745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -172746.562500 Penalty: 732.352478
	Iteration 23Q: 3 clusters Score -172746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -172746.562500 Penalty: 732.352478
	Iteration 24F: 3 clusters Score -172746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (61732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61732 members 
Entering Unmasked Estep 
Score: -3412641.750000 Penalty: 501.890381
	Iteration 0F: 2 clusters Score -3412642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -3370894.000000 Penalty: 1003.780762
	Iteration 0F: 3 clusters Score -3370894 nChanged 30179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -3388771.000000 Penalty: 1003.780762
	Iteration 1F: 3 clusters Score -3388771 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -3389126.250000 Penalty: 1003.780762
	Iteration 2Q: 3 clusters Score -3389126 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -3389518.250000 Penalty: 1003.780762
	Iteration 3Q: 3 clusters Score -3389518 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -3390083.500000 Penalty: 1003.780762
	Iteration 4Q: 3 clusters Score -3390084 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -3391023.500000 Penalty: 1003.780762
	Iteration 5Q: 3 clusters Score -3391024 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -3392865.250000 Penalty: 1003.780762
	Iteration 6F: 3 clusters Score -3392865 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -3396379.500000 Penalty: 1003.780762
	Iteration 7F: 3 clusters Score -3396380 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -3401803.500000 Penalty: 1003.780762
	Iteration 8F: 3 clusters Score -3401804 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -3407588.500000 Penalty: 1003.780762
	Iteration 9F: 3 clusters Score -3407588 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 60473 members 
Entering Unmasked Estep 
Score: -3410936.750000 Penalty: 1003.780762
	Iteration 10F: 3 clusters Score -3410937 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -3411916.000000 Penalty: 1003.780762
	Iteration 11Q: 3 clusters Score -3411916 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -3412133.500000 Penalty: 1003.780762
	Iteration 12Q: 3 clusters Score -3412134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -3412163.500000 Penalty: 1003.780762
	Iteration 13Q: 3 clusters Score -3412164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -3412179.250000 Penalty: 1003.780762
	Iteration 14Q: 3 clusters Score -3412179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 61698 members 
Entering Unmasked Estep 
Score: -3412184.250000 Penalty: 1003.780762
	Iteration 15Q: 3 clusters Score -3412184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -3412194.750000 Penalty: 1003.780762
	Iteration 16Q: 3 clusters Score -3412195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -3412198.000000 Penalty: 1003.780762
	Iteration 17Q: 3 clusters Score -3412198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -3412203.500000 Penalty: 1003.780762
	Iteration 18Q: 3 clusters Score -3412204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 61701 members 
Entering Unmasked Estep 
Score: -3412213.750000 Penalty: 1003.780762
	Iteration 19Q: 3 clusters Score -3412214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -3412215.750000 Penalty: 1003.780762
	Iteration 20F: 3 clusters Score -3412216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -194812.671875 Penalty: 369.188141
	Iteration 0F: 2 clusters Score -194812.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -192518.531250 Penalty: 738.376282
	Iteration 0F: 3 clusters Score -192518.5 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -193336.593750 Penalty: 738.376282
	Iteration 1F: 3 clusters Score -193336.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -193427.875000 Penalty: 738.376282
	Iteration 2F: 3 clusters Score -193427.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -193537.906250 Penalty: 738.376282
	Iteration 3F: 3 clusters Score -193537.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -193686.046875 Penalty: 738.376282
	Iteration 4F: 3 clusters Score -193686 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -193906.890625 Penalty: 738.376282
	Iteration 5F: 3 clusters Score -193906.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -194083.296875 Penalty: 738.376282
	Iteration 6F: 3 clusters Score -194083.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -194202.171875 Penalty: 738.376282
	Iteration 7Q: 3 clusters Score -194202.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -194304.234375 Penalty: 738.376282
	Iteration 8Q: 3 clusters Score -194304.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -194368.890625 Penalty: 738.376282
	Iteration 9Q: 3 clusters Score -194368.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -194406.390625 Penalty: 738.376282
	Iteration 10Q: 3 clusters Score -194406.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -194431.750000 Penalty: 738.376282
	Iteration 11Q: 3 clusters Score -194431.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -194439.187500 Penalty: 738.376282
	Iteration 12Q: 3 clusters Score -194439.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -194443.859375 Penalty: 738.376282
	Iteration 13Q: 3 clusters Score -194443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -194447.125000 Penalty: 738.376282
	Iteration 14Q: 3 clusters Score -194447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -194451.625000 Penalty: 738.376282
	Iteration 15Q: 3 clusters Score -194451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -194458.328125 Penalty: 738.376282
	Iteration 16Q: 3 clusters Score -194458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -194462.234375 Penalty: 738.376282
	Iteration 17Q: 3 clusters Score -194462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -194466.140625 Penalty: 738.376282
	Iteration 18Q: 3 clusters Score -194466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -194469.015625 Penalty: 738.376282
	Iteration 19Q: 3 clusters Score -194469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -194470.281250 Penalty: 738.376282
	Iteration 20F: 3 clusters Score -194470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -194470.765625 Penalty: 738.376282
	Iteration 21Q: 3 clusters Score -194470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -194472.828125 Penalty: 738.376282
	Iteration 22Q: 3 clusters Score -194472.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -194472.828125 Penalty: 738.376282
	Iteration 23F: 3 clusters Score -194472.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (77799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Entering Unmasked Estep 
Score: -4328653.500000 Penalty: 512.415710
	Iteration 0F: 2 clusters Score -4328654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -4276443.500000 Penalty: 1024.831421
	Iteration 0F: 3 clusters Score -4276444 nChanged 37880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -4300183.000000 Penalty: 1024.831421
	Iteration 1F: 3 clusters Score -4300183 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -4302116.000000 Penalty: 1024.831421
	Iteration 2Q: 3 clusters Score -4302116 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -4305756.000000 Penalty: 1024.831421
	Iteration 3F: 3 clusters Score -4305756 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -4311982.500000 Penalty: 1024.831421
	Iteration 4F: 3 clusters Score -4311982 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -4319563.500000 Penalty: 1024.831421
	Iteration 5F: 3 clusters Score -4319564 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -4325283.000000 Penalty: 1024.831421
	Iteration 6F: 3 clusters Score -4325283 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 77113 members 
Entering Unmasked Estep 
Score: -4327585.500000 Penalty: 1024.831421
	Iteration 7Q: 3 clusters Score -4327586 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -4328094.000000 Penalty: 1024.831421
	Iteration 8Q: 3 clusters Score -4328094 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -4328161.000000 Penalty: 1024.831421
	Iteration 9Q: 3 clusters Score -4328161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -4328187.000000 Penalty: 1024.831421
	Iteration 10Q: 3 clusters Score -4328187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 77765 members 
Entering Unmasked Estep 
Score: -4328201.000000 Penalty: 1024.831421
	Iteration 11Q: 3 clusters Score -4328201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -4328209.500000 Penalty: 1024.831421
	Iteration 12Q: 3 clusters Score -4328210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 77764 members 
Entering Unmasked Estep 
Score: -4328209.500000 Penalty: 1024.831421
	Iteration 13F: 3 clusters Score -4328210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Entering Unmasked Estep 
Score: -794581.312500 Penalty: 437.345947
	Iteration 0F: 2 clusters Score -794581.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -784568.937500 Penalty: 874.691895
	Iteration 0F: 3 clusters Score -784568.9 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -788802.750000 Penalty: 874.691895
	Iteration 1F: 3 clusters Score -788802.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -789104.562500 Penalty: 874.691895
	Iteration 2Q: 3 clusters Score -789104.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -789520.062500 Penalty: 874.691895
	Iteration 3F: 3 clusters Score -789520.1 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -790189.000000 Penalty: 874.691895
	Iteration 4F: 3 clusters Score -790189 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -791131.312500 Penalty: 874.691895
	Iteration 5F: 3 clusters Score -791131.3 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -792120.500000 Penalty: 874.691895
	Iteration 6F: 3 clusters Score -792120.5 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -792893.062500 Penalty: 874.691895
	Iteration 7F: 3 clusters Score -792893.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -793396.750000 Penalty: 874.691895
	Iteration 8Q: 3 clusters Score -793396.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -793731.875000 Penalty: 874.691895
	Iteration 9Q: 3 clusters Score -793731.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -793942.812500 Penalty: 874.691895
	Iteration 10Q: 3 clusters Score -793942.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -794051.000000 Penalty: 874.691895
	Iteration 11Q: 3 clusters Score -794051 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -794111.437500 Penalty: 874.691895
	Iteration 12Q: 3 clusters Score -794111.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -794146.625000 Penalty: 874.691895
	Iteration 13Q: 3 clusters Score -794146.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -794172.312500 Penalty: 874.691895
	Iteration 14Q: 3 clusters Score -794172.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -794177.687500 Penalty: 874.691895
	Iteration 15Q: 3 clusters Score -794177.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -794183.375000 Penalty: 874.691895
	Iteration 16Q: 3 clusters Score -794183.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -794187.875000 Penalty: 874.691895
	Iteration 17Q: 3 clusters Score -794187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -794192.062500 Penalty: 874.691895
	Iteration 18Q: 3 clusters Score -794192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -794194.437500 Penalty: 874.691895
	Iteration 19Q: 3 clusters Score -794194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -794196.750000 Penalty: 874.691895
	Iteration 20F: 3 clusters Score -794196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -794204.062500 Penalty: 874.691895
	Iteration 21Q: 3 clusters Score -794204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -794211.437500 Penalty: 874.691895
	Iteration 22Q: 3 clusters Score -794211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -794213.187500 Penalty: 874.691895
	Iteration 23Q: 3 clusters Score -794213.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -794213.187500 Penalty: 874.691895
	Iteration 24F: 3 clusters Score -794213.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -140532.015625 Penalty: 358.022980
	Iteration 0F: 2 clusters Score -140532 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 1300 members 
Entering Unmasked Estep 
Score: -138711.703125 Penalty: 716.045959
	Iteration 0F: 3 clusters Score -138711.7 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -139345.421875 Penalty: 716.045959
	Iteration 1F: 3 clusters Score -139345.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -139430.500000 Penalty: 716.045959
	Iteration 2F: 3 clusters Score -139430.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -139503.687500 Penalty: 716.045959
	Iteration 3F: 3 clusters Score -139503.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -139573.906250 Penalty: 716.045959
	Iteration 4Q: 3 clusters Score -139573.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -139663.578125 Penalty: 716.045959
	Iteration 5Q: 3 clusters Score -139663.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -139736.296875 Penalty: 716.045959
	Iteration 6Q: 3 clusters Score -139736.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -139799.875000 Penalty: 716.045959
	Iteration 7Q: 3 clusters Score -139799.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -139847.718750 Penalty: 716.045959
	Iteration 8Q: 3 clusters Score -139847.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -139905.578125 Penalty: 716.045959
	Iteration 9Q: 3 clusters Score -139905.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -139952.390625 Penalty: 716.045959
	Iteration 10Q: 3 clusters Score -139952.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -139981.921875 Penalty: 716.045959
	Iteration 11Q: 3 clusters Score -139981.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -140006.640625 Penalty: 716.045959
	Iteration 12Q: 3 clusters Score -140006.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -140022.765625 Penalty: 716.045959
	Iteration 13Q: 3 clusters Score -140022.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -140040.562500 Penalty: 716.045959
	Iteration 14Q: 3 clusters Score -140040.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -140060.640625 Penalty: 716.045959
	Iteration 15Q: 3 clusters Score -140060.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -140073.750000 Penalty: 716.045959
	Iteration 16Q: 3 clusters Score -140073.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -140091.171875 Penalty: 716.045959
	Iteration 17Q: 3 clusters Score -140091.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -140108.750000 Penalty: 716.045959
	Iteration 18Q: 3 clusters Score -140108.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -140122.593750 Penalty: 716.045959
	Iteration 19Q: 3 clusters Score -140122.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -140135.125000 Penalty: 716.045959
	Iteration 20F: 3 clusters Score -140135.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -140149.328125 Penalty: 716.045959
	Iteration 21Q: 3 clusters Score -140149.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -140158.000000 Penalty: 716.045959
	Iteration 22Q: 3 clusters Score -140158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -140168.609375 Penalty: 716.045959
	Iteration 23Q: 3 clusters Score -140168.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -140177.421875 Penalty: 716.045959
	Iteration 24Q: 3 clusters Score -140177.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -140184.125000 Penalty: 716.045959
	Iteration 25Q: 3 clusters Score -140184.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -140188.578125 Penalty: 716.045959
	Iteration 26Q: 3 clusters Score -140188.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -140195.656250 Penalty: 716.045959
	Iteration 27Q: 3 clusters Score -140195.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -140201.281250 Penalty: 716.045959
	Iteration 28Q: 3 clusters Score -140201.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -140206.468750 Penalty: 716.045959
	Iteration 29Q: 3 clusters Score -140206.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -140210.890625 Penalty: 716.045959
	Iteration 30Q: 3 clusters Score -140210.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -140213.500000 Penalty: 716.045959
	Iteration 31Q: 3 clusters Score -140213.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -140218.000000 Penalty: 716.045959
	Iteration 32Q: 3 clusters Score -140218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -140222.421875 Penalty: 716.045959
	Iteration 33Q: 3 clusters Score -140222.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -140225.750000 Penalty: 716.045959
	Iteration 34Q: 3 clusters Score -140225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -140227.359375 Penalty: 716.045959
	Iteration 35Q: 3 clusters Score -140227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -140228.468750 Penalty: 716.045959
	Iteration 36Q: 3 clusters Score -140228.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -140229.078125 Penalty: 716.045959
	Iteration 37Q: 3 clusters Score -140229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -140230.203125 Penalty: 716.045959
	Iteration 38Q: 3 clusters Score -140230.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -140230.671875 Penalty: 716.045959
	Iteration 39Q: 3 clusters Score -140230.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -140232.437500 Penalty: 716.045959
	Iteration 40F: 3 clusters Score -140232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -140233.531250 Penalty: 716.045959
	Iteration 41Q: 3 clusters Score -140233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -140234.203125 Penalty: 716.045959
	Iteration 42Q: 3 clusters Score -140234.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -140235.453125 Penalty: 716.045959
	Iteration 43Q: 3 clusters Score -140235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -140235.468750 Penalty: 716.045959
	Iteration 44Q: 3 clusters Score -140235.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -140236.750000 Penalty: 716.045959
	Iteration 45Q: 3 clusters Score -140236.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -140238.656250 Penalty: 716.045959
	Iteration 46Q: 3 clusters Score -140238.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -140240.015625 Penalty: 716.045959
	Iteration 47Q: 3 clusters Score -140240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -140241.203125 Penalty: 716.045959
	Iteration 48Q: 3 clusters Score -140241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -140241.937500 Penalty: 716.045959
	Iteration 49Q: 3 clusters Score -140241.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -140243.859375 Penalty: 716.045959
	Iteration 50Q: 3 clusters Score -140243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -140244.625000 Penalty: 716.045959
	Iteration 51Q: 3 clusters Score -140244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -140245.484375 Penalty: 716.045959
	Iteration 52Q: 3 clusters Score -140245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -140245.812500 Penalty: 716.045959
	Iteration 53Q: 3 clusters Score -140245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -140246.062500 Penalty: 716.045959
	Iteration 54Q: 3 clusters Score -140246.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -140246.437500 Penalty: 716.045959
	Iteration 55Q: 3 clusters Score -140246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -140246.437500 Penalty: 716.045959
	Iteration 56F: 3 clusters Score -140246.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -19067.123047 Penalty: 276.323547
	Iteration 0F: 2 clusters Score -19067.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -18661.150391 Penalty: 552.647095
	Iteration 0F: 3 clusters Score -18661.15 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18853.363281 Penalty: 552.647095
	Iteration 1F: 3 clusters Score -18853.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18908.466797 Penalty: 552.647095
	Iteration 2F: 3 clusters Score -18908.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18960.537109 Penalty: 552.647095
	Iteration 3F: 3 clusters Score -18960.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -18987.021484 Penalty: 552.647095
	Iteration 4Q: 3 clusters Score -18987.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -19008.556641 Penalty: 552.647095
	Iteration 5Q: 3 clusters Score -19008.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -19018.007812 Penalty: 552.647095
	Iteration 6Q: 3 clusters Score -19018.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -19020.609375 Penalty: 552.647095
	Iteration 7Q: 3 clusters Score -19020.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -19026.292969 Penalty: 552.647095
	Iteration 8Q: 3 clusters Score -19026.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -19030.781250 Penalty: 552.647095
	Iteration 9Q: 3 clusters Score -19030.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -19038.484375 Penalty: 552.647095
	Iteration 10Q: 3 clusters Score -19038.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -19038.484375 Penalty: 552.647095
	Iteration 11F: 3 clusters Score -19038.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -90958.601562 Penalty: 338.846161
	Iteration 0F: 2 clusters Score -90958.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -89716.429688 Penalty: 677.692322
	Iteration 0F: 3 clusters Score -89716.43 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -90180.179688 Penalty: 677.692322
	Iteration 1F: 3 clusters Score -90180.18 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -90250.039062 Penalty: 677.692322
	Iteration 2F: 3 clusters Score -90250.04 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -90317.539062 Penalty: 677.692322
	Iteration 3F: 3 clusters Score -90317.54 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -90388.742188 Penalty: 677.692322
	Iteration 4Q: 3 clusters Score -90388.74 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -90446.601562 Penalty: 677.692322
	Iteration 5F: 3 clusters Score -90446.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -90506.179688 Penalty: 677.692322
	Iteration 6Q: 3 clusters Score -90506.18 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -90550.460938 Penalty: 677.692322
	Iteration 7Q: 3 clusters Score -90550.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -90573.664062 Penalty: 677.692322
	Iteration 8Q: 3 clusters Score -90573.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -90587.015625 Penalty: 677.692322
	Iteration 9Q: 3 clusters Score -90587.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -90597.679688 Penalty: 677.692322
	Iteration 10Q: 3 clusters Score -90597.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -90604.062500 Penalty: 677.692322
	Iteration 11Q: 3 clusters Score -90604.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -90625.476562 Penalty: 677.692322
	Iteration 12Q: 3 clusters Score -90625.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -90634.398438 Penalty: 677.692322
	Iteration 13Q: 3 clusters Score -90634.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90637.054688 Penalty: 677.692322
	Iteration 14Q: 3 clusters Score -90637.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90638.757812 Penalty: 677.692322
	Iteration 15Q: 3 clusters Score -90638.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -90638.835938 Penalty: 677.692322
	Iteration 16Q: 3 clusters Score -90638.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -90639.007812 Penalty: 677.692322
	Iteration 17Q: 3 clusters Score -90639.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -90639.375000 Penalty: 677.692322
	Iteration 18Q: 3 clusters Score -90639.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -90639.531250 Penalty: 677.692322
	Iteration 19Q: 3 clusters Score -90639.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -90639.890625 Penalty: 677.692322
	Iteration 20F: 3 clusters Score -90639.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90639.929688 Penalty: 677.692322
	Iteration 21Q: 3 clusters Score -90639.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90640.343750 Penalty: 677.692322
	Iteration 22Q: 3 clusters Score -90640.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90640.796875 Penalty: 677.692322
	Iteration 23Q: 3 clusters Score -90640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -90641.921875 Penalty: 677.692322
	Iteration 24Q: 3 clusters Score -90641.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -90642.953125 Penalty: 677.692322
	Iteration 25Q: 3 clusters Score -90642.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -90643.851562 Penalty: 677.692322
	Iteration 26Q: 3 clusters Score -90643.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -90644.140625 Penalty: 677.692322
	Iteration 27Q: 3 clusters Score -90644.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -90644.140625 Penalty: 677.692322
	Iteration 28F: 3 clusters Score -90644.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Entering Unmasked Estep 
Score: -2045610.875000 Penalty: 478.907257
	Iteration 0F: 2 clusters Score -2045611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2020651.500000 Penalty: 957.814514
	Iteration 0F: 3 clusters Score -2020652 nChanged 18001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2031314.875000 Penalty: 957.814514
	Iteration 1F: 3 clusters Score -2031315 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -2032275.750000 Penalty: 957.814514
	Iteration 2F: 3 clusters Score -2032276 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2034079.750000 Penalty: 957.814514
	Iteration 3F: 3 clusters Score -2034080 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -2037085.750000 Penalty: 957.814514
	Iteration 4F: 3 clusters Score -2037086 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -2040720.125000 Penalty: 957.814514
	Iteration 5F: 3 clusters Score -2040720 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -2043545.375000 Penalty: 957.814514
	Iteration 6F: 3 clusters Score -2043545 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -2044753.750000 Penalty: 957.814514
	Iteration 7Q: 3 clusters Score -2044754 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -2045076.375000 Penalty: 957.814514
	Iteration 8Q: 3 clusters Score -2045076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -2045145.000000 Penalty: 957.814514
	Iteration 9Q: 3 clusters Score -2045145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -2045162.875000 Penalty: 957.814514
	Iteration 10Q: 3 clusters Score -2045163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -2045167.250000 Penalty: 957.814514
	Iteration 11Q: 3 clusters Score -2045167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -2045169.250000 Penalty: 957.814514
	Iteration 12Q: 3 clusters Score -2045169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -2045170.625000 Penalty: 957.814514
	Iteration 13Q: 3 clusters Score -2045171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -2045173.000000 Penalty: 957.814514
	Iteration 14Q: 3 clusters Score -2045173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -2045173.000000 Penalty: 957.814514
	Iteration 15F: 3 clusters Score -2045173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (76405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Entering Unmasked Estep 
Score: -4235014.500000 Penalty: 511.593048
	Iteration 0F: 2 clusters Score -4235014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -4183458.250000 Penalty: 1023.186096
	Iteration 0F: 3 clusters Score -4183458 nChanged 37142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -4207852.500000 Penalty: 1023.186096
	Iteration 1F: 3 clusters Score -4207852 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -4210697.500000 Penalty: 1023.186096
	Iteration 2F: 3 clusters Score -4210698 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -4215383.000000 Penalty: 1023.186096
	Iteration 3F: 3 clusters Score -4215383 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -4220874.500000 Penalty: 1023.186096
	Iteration 4F: 3 clusters Score -4220874 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -4224441.000000 Penalty: 1023.186096
	Iteration 5F: 3 clusters Score -4224441 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -4225829.500000 Penalty: 1023.186096
	Iteration 6Q: 3 clusters Score -4225830 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -4226669.500000 Penalty: 1023.186096
	Iteration 7Q: 3 clusters Score -4226670 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -4227450.500000 Penalty: 1023.186096
	Iteration 8Q: 3 clusters Score -4227450 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -4228179.500000 Penalty: 1023.186096
	Iteration 9Q: 3 clusters Score -4228180 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -4228954.500000 Penalty: 1023.186096
	Iteration 10Q: 3 clusters Score -4228954 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -4229717.500000 Penalty: 1023.186096
	Iteration 11Q: 3 clusters Score -4229718 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -4230442.000000 Penalty: 1023.186096
	Iteration 12Q: 3 clusters Score -4230442 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -4231053.500000 Penalty: 1023.186096
	Iteration 13Q: 3 clusters Score -4231054 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -4231566.500000 Penalty: 1023.186096
	Iteration 14Q: 3 clusters Score -4231566 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -4231895.000000 Penalty: 1023.186096
	Iteration 15Q: 3 clusters Score -4231895 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -4232136.500000 Penalty: 1023.186096
	Iteration 16Q: 3 clusters Score -4232136 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -4232347.000000 Penalty: 1023.186096
	Iteration 17Q: 3 clusters Score -4232347 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -4232469.500000 Penalty: 1023.186096
	Iteration 18Q: 3 clusters Score -4232470 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -4232594.500000 Penalty: 1023.186096
	Iteration 19Q: 3 clusters Score -4232594 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -4232698.000000 Penalty: 1023.186096
	Iteration 20F: 3 clusters Score -4232698 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -4232793.500000 Penalty: 1023.186096
	Iteration 21Q: 3 clusters Score -4232794 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -4232857.500000 Penalty: 1023.186096
	Iteration 22Q: 3 clusters Score -4232858 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -4232922.500000 Penalty: 1023.186096
	Iteration 23Q: 3 clusters Score -4232922 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -4232974.000000 Penalty: 1023.186096
	Iteration 24Q: 3 clusters Score -4232974 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -4233017.500000 Penalty: 1023.186096
	Iteration 25Q: 3 clusters Score -4233018 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -4233059.500000 Penalty: 1023.186096
	Iteration 26Q: 3 clusters Score -4233060 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -4233092.500000 Penalty: 1023.186096
	Iteration 27Q: 3 clusters Score -4233092 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 63782 members 
Entering Unmasked Estep 
Score: -4233124.500000 Penalty: 1023.186096
	Iteration 28Q: 3 clusters Score -4233124 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -4233141.500000 Penalty: 1023.186096
	Iteration 29Q: 3 clusters Score -4233142 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 64339 members 
Entering Unmasked Estep 
Score: -4233182.000000 Penalty: 1023.186096
	Iteration 30Q: 3 clusters Score -4233182 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -4233215.500000 Penalty: 1023.186096
	Iteration 31Q: 3 clusters Score -4233216 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -4233247.000000 Penalty: 1023.186096
	Iteration 32Q: 3 clusters Score -4233247 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 65183 members 
Entering Unmasked Estep 
Score: -4233275.500000 Penalty: 1023.186096
	Iteration 33Q: 3 clusters Score -4233276 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 65435 members 
Entering Unmasked Estep 
Score: -4233307.500000 Penalty: 1023.186096
	Iteration 34Q: 3 clusters Score -4233308 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -4233330.000000 Penalty: 1023.186096
	Iteration 35Q: 3 clusters Score -4233330 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -4233356.500000 Penalty: 1023.186096
	Iteration 36Q: 3 clusters Score -4233356 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -4233379.000000 Penalty: 1023.186096
	Iteration 37Q: 3 clusters Score -4233379 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -4233410.000000 Penalty: 1023.186096
	Iteration 38Q: 3 clusters Score -4233410 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -4233435.000000 Penalty: 1023.186096
	Iteration 39Q: 3 clusters Score -4233435 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -4233452.500000 Penalty: 1023.186096
	Iteration 40F: 3 clusters Score -4233452 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -4233458.000000 Penalty: 1023.186096
	Iteration 41Q: 3 clusters Score -4233458 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -4233464.500000 Penalty: 1023.186096
	Iteration 42Q: 3 clusters Score -4233464 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -4233465.500000 Penalty: 1023.186096
	Iteration 43Q: 3 clusters Score -4233466 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -4233470.500000 Penalty: 1023.186096
	Iteration 44Q: 3 clusters Score -4233470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -4233503.000000 Penalty: 1023.186096
	Iteration 45Q: 3 clusters Score -4233503 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 67634 members 
Entering Unmasked Estep 
Score: -4233529.000000 Penalty: 1023.186096
	Iteration 46Q: 3 clusters Score -4233529 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 67802 members 
Entering Unmasked Estep 
Score: -4233550.000000 Penalty: 1023.186096
	Iteration 47Q: 3 clusters Score -4233550 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -4233563.000000 Penalty: 1023.186096
	Iteration 48Q: 3 clusters Score -4233563 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -4233581.500000 Penalty: 1023.186096
	Iteration 49Q: 3 clusters Score -4233582 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -4233591.500000 Penalty: 1023.186096
	Iteration 50Q: 3 clusters Score -4233592 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -4233611.500000 Penalty: 1023.186096
	Iteration 51Q: 3 clusters Score -4233612 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -4233618.000000 Penalty: 1023.186096
	Iteration 52Q: 3 clusters Score -4233618 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -4233620.000000 Penalty: 1023.186096
	Iteration 53Q: 3 clusters Score -4233620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -4233639.500000 Penalty: 1023.186096
	Iteration 54Q: 3 clusters Score -4233640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -4233646.000000 Penalty: 1023.186096
	Iteration 55Q: 3 clusters Score -4233646 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -4233661.000000 Penalty: 1023.186096
	Iteration 56Q: 3 clusters Score -4233661 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -4233663.000000 Penalty: 1023.186096
	Iteration 57Q: 3 clusters Score -4233663 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 69186 members 
Entering Unmasked Estep 
Score: -4233670.000000 Penalty: 1023.186096
	Iteration 58Q: 3 clusters Score -4233670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -4233671.500000 Penalty: 1023.186096
	Iteration 59Q: 3 clusters Score -4233672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -4233662.000000 Penalty: 1023.186096
	Iteration 60F: 3 clusters Score -4233662 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -4233667.500000 Penalty: 1023.186096
	Iteration 61Q: 3 clusters Score -4233668 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -4233679.000000 Penalty: 1023.186096
	Iteration 62Q: 3 clusters Score -4233679 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -4233692.000000 Penalty: 1023.186096
	Iteration 63Q: 3 clusters Score -4233692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -4233696.000000 Penalty: 1023.186096
	Iteration 64Q: 3 clusters Score -4233696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -4233709.500000 Penalty: 1023.186096
	Iteration 65Q: 3 clusters Score -4233710 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -4233698.500000 Penalty: 1023.186096
	Iteration 66Q: 3 clusters Score -4233698 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -4233696.000000 Penalty: 1023.186096
	Iteration 67Q: 3 clusters Score -4233696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -4233715.500000 Penalty: 1023.186096
	Iteration 68Q: 3 clusters Score -4233716 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -4233741.000000 Penalty: 1023.186096
	Iteration 69Q: 3 clusters Score -4233741 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
Score: -4233747.500000 Penalty: 1023.186096
	Iteration 70Q: 3 clusters Score -4233748 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -4233750.500000 Penalty: 1023.186096
	Iteration 71Q: 3 clusters Score -4233750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -4233759.500000 Penalty: 1023.186096
	Iteration 72Q: 3 clusters Score -4233760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -4233768.000000 Penalty: 1023.186096
	Iteration 73Q: 3 clusters Score -4233768 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -4233799.500000 Penalty: 1023.186096
	Iteration 74Q: 3 clusters Score -4233800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 70983 members 
Entering Unmasked Estep 
Score: -4233810.500000 Penalty: 1023.186096
	Iteration 75Q: 3 clusters Score -4233810 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -4233827.500000 Penalty: 1023.186096
	Iteration 76Q: 3 clusters Score -4233828 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -4233848.500000 Penalty: 1023.186096
	Iteration 77Q: 3 clusters Score -4233848 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -4233871.000000 Penalty: 1023.186096
	Iteration 78Q: 3 clusters Score -4233871 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 71601 members 
Entering Unmasked Estep 
Score: -4233898.000000 Penalty: 1023.186096
	Iteration 79Q: 3 clusters Score -4233898 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -4233919.000000 Penalty: 1023.186096
	Iteration 80F: 3 clusters Score -4233919 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -4233948.500000 Penalty: 1023.186096
	Iteration 81Q: 3 clusters Score -4233948 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -4233964.500000 Penalty: 1023.186096
	Iteration 82Q: 3 clusters Score -4233964 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -4233997.000000 Penalty: 1023.186096
	Iteration 83Q: 3 clusters Score -4233997 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -4234035.500000 Penalty: 1023.186096
	Iteration 84Q: 3 clusters Score -4234036 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -4234067.500000 Penalty: 1023.186096
	Iteration 85Q: 3 clusters Score -4234068 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -4234080.500000 Penalty: 1023.186096
	Iteration 86Q: 3 clusters Score -4234080 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -4234106.000000 Penalty: 1023.186096
	Iteration 87Q: 3 clusters Score -4234106 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -4234134.000000 Penalty: 1023.186096
	Iteration 88Q: 3 clusters Score -4234134 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -4234174.000000 Penalty: 1023.186096
	Iteration 89Q: 3 clusters Score -4234174 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 73473 members 
Entering Unmasked Estep 
Score: -4234203.000000 Penalty: 1023.186096
	Iteration 90Q: 3 clusters Score -4234203 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 73599 members 
Entering Unmasked Estep 
Score: -4234221.500000 Penalty: 1023.186096
	Iteration 91Q: 3 clusters Score -4234222 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -4234231.500000 Penalty: 1023.186096
	Iteration 92Q: 3 clusters Score -4234232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -4234254.500000 Penalty: 1023.186096
	Iteration 93Q: 3 clusters Score -4234254 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4234276 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 74038 members 
Entering Unmasked Estep 
Score: -4234281.500000 Penalty: 1023.186096
	Iteration 95Q: 3 clusters Score -4234282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -4234300.000000 Penalty: 1023.186096
	Iteration 96Q: 3 clusters Score -4234300 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 74215 members 
Entering Unmasked Estep 
Score: -4234311.000000 Penalty: 1023.186096
	Iteration 97Q: 3 clusters Score -4234311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -4234326.500000 Penalty: 1023.186096
	Iteration 98Q: 3 clusters Score -4234326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -4234330.500000 Penalty: 1023.186096
	Iteration 99Q: 3 clusters Score -4234330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -4234344.500000 Penalty: 1023.186096
	Iteration 100F: 3 clusters Score -4234344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -4234353.500000 Penalty: 1023.186096
	Iteration 101Q: 3 clusters Score -4234354 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -4234369.000000 Penalty: 1023.186096
	Iteration 102Q: 3 clusters Score -4234369 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -4234394.500000 Penalty: 1023.186096
	Iteration 103Q: 3 clusters Score -4234394 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -4234408.000000 Penalty: 1023.186096
	Iteration 104Q: 3 clusters Score -4234408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 74781 members 
Entering Unmasked Estep 
Score: -4234430.000000 Penalty: 1023.186096
	Iteration 105Q: 3 clusters Score -4234430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -4234445.500000 Penalty: 1023.186096
	Iteration 106Q: 3 clusters Score -4234446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -4234463.500000 Penalty: 1023.186096
	Iteration 107Q: 3 clusters Score -4234464 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -4234478.000000 Penalty: 1023.186096
	Iteration 108Q: 3 clusters Score -4234478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -4234491.000000 Penalty: 1023.186096
	Iteration 109Q: 3 clusters Score -4234491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 75042 members 
Entering Unmasked Estep 
Score: -4234498.000000 Penalty: 1023.186096
	Iteration 110Q: 3 clusters Score -4234498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -4234503.500000 Penalty: 1023.186096
	Iteration 111Q: 3 clusters Score -4234504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -4234501.500000 Penalty: 1023.186096
	Iteration 112Q: 3 clusters Score -4234502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -4234509.500000 Penalty: 1023.186096
	Iteration 113Q: 3 clusters Score -4234510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 75158 members 
Entering Unmasked Estep 
Score: -4234510.500000 Penalty: 1023.186096
	Iteration 114Q: 3 clusters Score -4234510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -4234522.500000 Penalty: 1023.186096
	Iteration 115Q: 3 clusters Score -4234522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -4234522.000000 Penalty: 1023.186096
	Iteration 116Q: 3 clusters Score -4234522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -4234534.000000 Penalty: 1023.186096
	Iteration 117Q: 3 clusters Score -4234534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -4234534.500000 Penalty: 1023.186096
	Iteration 118Q: 3 clusters Score -4234534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -4234541.500000 Penalty: 1023.186096
	Iteration 119Q: 3 clusters Score -4234542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -4234543.000000 Penalty: 1023.186096
	Iteration 120F: 3 clusters Score -4234543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -4234558.000000 Penalty: 1023.186096
	Iteration 121Q: 3 clusters Score -4234558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -4234566.500000 Penalty: 1023.186096
	Iteration 122Q: 3 clusters Score -4234566 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -4234575.500000 Penalty: 1023.186096
	Iteration 123Q: 3 clusters Score -4234576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -4234578.000000 Penalty: 1023.186096
	Iteration 124Q: 3 clusters Score -4234578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -4234571.500000 Penalty: 1023.186096
	Iteration 125Q: 3 clusters Score -4234572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -4234577.000000 Penalty: 1023.186096
	Iteration 126Q: 3 clusters Score -4234577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -4234577.500000 Penalty: 1023.186096
	Iteration 127Q: 3 clusters Score -4234578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -4234585.500000 Penalty: 1023.186096
	Iteration 128Q: 3 clusters Score -4234586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -4234588.000000 Penalty: 1023.186096
	Iteration 129Q: 3 clusters Score -4234588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -4234590.500000 Penalty: 1023.186096
	Iteration 130Q: 3 clusters Score -4234590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -4234604.500000 Penalty: 1023.186096
	Iteration 131Q: 3 clusters Score -4234604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -4234612.500000 Penalty: 1023.186096
	Iteration 132Q: 3 clusters Score -4234612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 75577 members 
Entering Unmasked Estep 
Score: -4234617.500000 Penalty: 1023.186096
	Iteration 133Q: 3 clusters Score -4234618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -4234619.000000 Penalty: 1023.186096
	Iteration 134Q: 3 clusters Score -4234619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -4234622.500000 Penalty: 1023.186096
	Iteration 135Q: 3 clusters Score -4234622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -4234629.500000 Penalty: 1023.186096
	Iteration 136Q: 3 clusters Score -4234630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -4234627.500000 Penalty: 1023.186096
	Iteration 137Q: 3 clusters Score -4234628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -4234629.000000 Penalty: 1023.186096
	Iteration 138Q: 3 clusters Score -4234629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 75671 members 
Entering Unmasked Estep 
Score: -4234630.500000 Penalty: 1023.186096
	Iteration 139Q: 3 clusters Score -4234630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 75675 members 
Entering Unmasked Estep 
Score: -4234633.000000 Penalty: 1023.186096
	Iteration 140F: 3 clusters Score -4234633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -4234634.500000 Penalty: 1023.186096
	Iteration 141Q: 3 clusters Score -4234634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -4234641.000000 Penalty: 1023.186096
	Iteration 142Q: 3 clusters Score -4234641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -4234640.000000 Penalty: 1023.186096
	Iteration 143Q: 3 clusters Score -4234640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -4234643.500000 Penalty: 1023.186096
	Iteration 144Q: 3 clusters Score -4234644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 75699 members 
Entering Unmasked Estep 
Score: -4234640.500000 Penalty: 1023.186096
	Iteration 145Q: 3 clusters Score -4234640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -4234644.000000 Penalty: 1023.186096
	Iteration 146Q: 3 clusters Score -4234644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -4234644.500000 Penalty: 1023.186096
	Iteration 147Q: 3 clusters Score -4234644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -4234646.000000 Penalty: 1023.186096
	Iteration 148Q: 3 clusters Score -4234646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 75717 members 
Entering Unmasked Estep 
Score: -4234648.000000 Penalty: 1023.186096
	Iteration 149Q: 3 clusters Score -4234648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 75723 members 
Entering Unmasked Estep 
Score: -4234653.000000 Penalty: 1023.186096
	Iteration 150Q: 3 clusters Score -4234653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -4234653.500000 Penalty: 1023.186096
	Iteration 151Q: 3 clusters Score -4234654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -4234654.000000 Penalty: 1023.186096
	Iteration 152Q: 3 clusters Score -4234654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -4234655.000000 Penalty: 1023.186096
	Iteration 153Q: 3 clusters Score -4234655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 75747 members 
Entering Unmasked Estep 
Score: -4234654.000000 Penalty: 1023.186096
	Iteration 154Q: 3 clusters Score -4234654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 75751 members 
Entering Unmasked Estep 
Score: -4234656.500000 Penalty: 1023.186096
	Iteration 155Q: 3 clusters Score -4234656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -4234655.500000 Penalty: 1023.186096
	Iteration 156Q: 3 clusters Score -4234656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -4234658.000000 Penalty: 1023.186096
	Iteration 157Q: 3 clusters Score -4234658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -4234658.500000 Penalty: 1023.186096
	Iteration 158Q: 3 clusters Score -4234658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -4234658.500000 Penalty: 1023.186096
	Iteration 159Q: 3 clusters Score -4234658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -4234657.500000 Penalty: 1023.186096
	Iteration 160F: 3 clusters Score -4234658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -4234661.000000 Penalty: 1023.186096
	Iteration 161Q: 3 clusters Score -4234661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -4234661.000000 Penalty: 1023.186096
	Iteration 162Q: 3 clusters Score -4234661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -4234658.000000 Penalty: 1023.186096
	Iteration 163Q: 3 clusters Score -4234658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -4234661.500000 Penalty: 1023.186096
	Iteration 164Q: 3 clusters Score -4234662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -4234661.000000 Penalty: 1023.186096
	Iteration 165Q: 3 clusters Score -4234661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -4234657.000000 Penalty: 1023.186096
	Iteration 166Q: 3 clusters Score -4234657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -4234660.000000 Penalty: 1023.186096
	Iteration 167Q: 3 clusters Score -4234660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 75790 members 
Entering Unmasked Estep 
Score: -4234658.000000 Penalty: 1023.186096
	Iteration 168Q: 3 clusters Score -4234658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -4234658.500000 Penalty: 1023.186096
	Iteration 169Q: 3 clusters Score -4234658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -4234658.500000 Penalty: 1023.186096
	Iteration 170F: 3 clusters Score -4234658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Entering Unmasked Estep 
Score: -930892.750000 Penalty: 445.273163
	Iteration 0F: 2 clusters Score -930892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -919016.812500 Penalty: 890.546326
	Iteration 0F: 3 clusters Score -919016.8 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -923849.437500 Penalty: 890.546326
	Iteration 1F: 3 clusters Score -923849.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -924148.250000 Penalty: 890.546326
	Iteration 2Q: 3 clusters Score -924148.2 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -924558.750000 Penalty: 890.546326
	Iteration 3Q: 3 clusters Score -924558.8 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -925132.062500 Penalty: 890.546326
	Iteration 4F: 3 clusters Score -925132.1 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -925940.125000 Penalty: 890.546326
	Iteration 5F: 3 clusters Score -925940.1 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -926807.625000 Penalty: 890.546326
	Iteration 6F: 3 clusters Score -926807.6 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -927282.187500 Penalty: 890.546326
	Iteration 7Q: 3 clusters Score -927282.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -927475.312500 Penalty: 890.546326
	Iteration 8Q: 3 clusters Score -927475.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -927541.812500 Penalty: 890.546326
	Iteration 9Q: 3 clusters Score -927541.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -927594.562500 Penalty: 890.546326
	Iteration 10Q: 3 clusters Score -927594.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -927651.812500 Penalty: 890.546326
	Iteration 11Q: 3 clusters Score -927651.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -927715.687500 Penalty: 890.546326
	Iteration 12Q: 3 clusters Score -927715.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -927795.312500 Penalty: 890.546326
	Iteration 13Q: 3 clusters Score -927795.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -927894.250000 Penalty: 890.546326
	Iteration 14Q: 3 clusters Score -927894.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -927999.437500 Penalty: 890.546326
	Iteration 15Q: 3 clusters Score -927999.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -928116.125000 Penalty: 890.546326
	Iteration 16Q: 3 clusters Score -928116.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -928242.812500 Penalty: 890.546326
	Iteration 17Q: 3 clusters Score -928242.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -928386.375000 Penalty: 890.546326
	Iteration 18Q: 3 clusters Score -928386.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -928533.625000 Penalty: 890.546326
	Iteration 19Q: 3 clusters Score -928533.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -928696.750000 Penalty: 890.546326
	Iteration 20F: 3 clusters Score -928696.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -928889.000000 Penalty: 890.546326
	Iteration 21Q: 3 clusters Score -928889 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -929089.625000 Penalty: 890.546326
	Iteration 22Q: 3 clusters Score -929089.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -929355.875000 Penalty: 890.546326
	Iteration 23Q: 3 clusters Score -929355.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -929618.687500 Penalty: 890.546326
	Iteration 24Q: 3 clusters Score -929618.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -929859.187500 Penalty: 890.546326
	Iteration 25Q: 3 clusters Score -929859.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -930050.437500 Penalty: 890.546326
	Iteration 26Q: 3 clusters Score -930050.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -930221.125000 Penalty: 890.546326
	Iteration 27Q: 3 clusters Score -930221.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -930339.875000 Penalty: 890.546326
	Iteration 28Q: 3 clusters Score -930339.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -930406.687500 Penalty: 890.546326
	Iteration 29Q: 3 clusters Score -930406.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -930462.875000 Penalty: 890.546326
	Iteration 30Q: 3 clusters Score -930462.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -930490.312500 Penalty: 890.546326
	Iteration 31Q: 3 clusters Score -930490.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -930505.437500 Penalty: 890.546326
	Iteration 32Q: 3 clusters Score -930505.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -930512.437500 Penalty: 890.546326
	Iteration 33Q: 3 clusters Score -930512.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -930522.187500 Penalty: 890.546326
	Iteration 34Q: 3 clusters Score -930522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -930528.000000 Penalty: 890.546326
	Iteration 35Q: 3 clusters Score -930528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -930531.562500 Penalty: 890.546326
	Iteration 36Q: 3 clusters Score -930531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -930534.187500 Penalty: 890.546326
	Iteration 37Q: 3 clusters Score -930534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -930534.312500 Penalty: 890.546326
	Iteration 38Q: 3 clusters Score -930534.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -930537.125000 Penalty: 890.546326
	Iteration 39Q: 3 clusters Score -930537.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -930539.625000 Penalty: 890.546326
	Iteration 40F: 3 clusters Score -930539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Entering Unmasked Estep 
Score: -3662436.750000 Penalty: 505.912170
	Iteration 0F: 2 clusters Score -3662437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -3617265.750000 Penalty: 1011.824341
	Iteration 0F: 3 clusters Score -3617266 nChanged 32709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -3637980.750000 Penalty: 1011.824341
	Iteration 1F: 3 clusters Score -3637981 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3640069.500000 Penalty: 1011.824341
	Iteration 2F: 3 clusters Score -3640070 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3643866.250000 Penalty: 1011.824341
	Iteration 3F: 3 clusters Score -3643866 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3649475.250000 Penalty: 1011.824341
	Iteration 4F: 3 clusters Score -3649475 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3654988.250000 Penalty: 1011.824341
	Iteration 5F: 3 clusters Score -3654988 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3658661.500000 Penalty: 1011.824341
	Iteration 6F: 3 clusters Score -3658662 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3660458.750000 Penalty: 1011.824341
	Iteration 7Q: 3 clusters Score -3660459 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3661237.250000 Penalty: 1011.824341
	Iteration 8Q: 3 clusters Score -3661237 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3661629.500000 Penalty: 1011.824341
	Iteration 9Q: 3 clusters Score -3661630 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3661810.000000 Penalty: 1011.824341
	Iteration 10Q: 3 clusters Score -3661810 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3661900.250000 Penalty: 1011.824341
	Iteration 11Q: 3 clusters Score -3661900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3661941.500000 Penalty: 1011.824341
	Iteration 12Q: 3 clusters Score -3661942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3661959.000000 Penalty: 1011.824341
	Iteration 13Q: 3 clusters Score -3661959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3661967.750000 Penalty: 1011.824341
	Iteration 14Q: 3 clusters Score -3661968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3661978.000000 Penalty: 1011.824341
	Iteration 15Q: 3 clusters Score -3661978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3661983.500000 Penalty: 1011.824341
	Iteration 16Q: 3 clusters Score -3661984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3661989.000000 Penalty: 1011.824341
	Iteration 17Q: 3 clusters Score -3661989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3661991.000000 Penalty: 1011.824341
	Iteration 18Q: 3 clusters Score -3661991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3661993.250000 Penalty: 1011.824341
	Iteration 19Q: 3 clusters Score -3661993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3661998.500000 Penalty: 1011.824341
	Iteration 20F: 3 clusters Score -3661998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67272 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3662006.000000 Penalty: 1011.824341
	Iteration 21Q: 3 clusters Score -3662006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67276 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3662005.750000 Penalty: 1011.824341
	Iteration 22Q: 3 clusters Score -3662006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3662007.000000 Penalty: 1011.824341
	Iteration 23Q: 3 clusters Score -3662007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3662008.750000 Penalty: 1011.824341
	Iteration 24Q: 3 clusters Score -3662009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3662008.750000 Penalty: 1011.824341
	Iteration 25F: 3 clusters Score -3662009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Entering Unmasked Estep 
Score: -975078.250000 Penalty: 447.292023
	Iteration 0F: 2 clusters Score -975078.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -962602.312500 Penalty: 894.584045
	Iteration 0F: 3 clusters Score -962602.3 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -968133.312500 Penalty: 894.584045
	Iteration 1F: 3 clusters Score -968133.3 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -968786.000000 Penalty: 894.584045
	Iteration 2F: 3 clusters Score -968786 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -969818.375000 Penalty: 894.584045
	Iteration 3F: 3 clusters Score -969818.4 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -970982.812500 Penalty: 894.584045
	Iteration 4F: 3 clusters Score -970982.8 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -971850.875000 Penalty: 894.584045
	Iteration 5F: 3 clusters Score -971850.9 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -972266.812500 Penalty: 894.584045
	Iteration 6Q: 3 clusters Score -972266.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -972451.937500 Penalty: 894.584045
	Iteration 7Q: 3 clusters Score -972451.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -972622.500000 Penalty: 894.584045
	Iteration 8Q: 3 clusters Score -972622.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -972787.437500 Penalty: 894.584045
	Iteration 9Q: 3 clusters Score -972787.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -972957.875000 Penalty: 894.584045
	Iteration 10Q: 3 clusters Score -972957.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -973139.062500 Penalty: 894.584045
	Iteration 11Q: 3 clusters Score -973139.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -973335.125000 Penalty: 894.584045
	Iteration 12Q: 3 clusters Score -973335.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -973592.750000 Penalty: 894.584045
	Iteration 13Q: 3 clusters Score -973592.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -973876.062500 Penalty: 894.584045
	Iteration 14Q: 3 clusters Score -973876.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -974116.437500 Penalty: 894.584045
	Iteration 15Q: 3 clusters Score -974116.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -974296.187500 Penalty: 894.584045
	Iteration 16Q: 3 clusters Score -974296.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -974436.250000 Penalty: 894.584045
	Iteration 17Q: 3 clusters Score -974436.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -974536.750000 Penalty: 894.584045
	Iteration 18Q: 3 clusters Score -974536.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -974594.875000 Penalty: 894.584045
	Iteration 19Q: 3 clusters Score -974594.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -974625.500000 Penalty: 894.584045
	Iteration 20F: 3 clusters Score -974625.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -974643.875000 Penalty: 894.584045
	Iteration 21Q: 3 clusters Score -974643.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -974656.875000 Penalty: 894.584045
	Iteration 22Q: 3 clusters Score -974656.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -974668.187500 Penalty: 894.584045
	Iteration 23Q: 3 clusters Score -974668.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -974674.125000 Penalty: 894.584045
	Iteration 24Q: 3 clusters Score -974674.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -974679.187500 Penalty: 894.584045
	Iteration 25Q: 3 clusters Score -974679.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -974685.687500 Penalty: 894.584045
	Iteration 26Q: 3 clusters Score -974685.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -974685.750000 Penalty: 894.584045
	Iteration 27Q: 3 clusters Score -974685.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -974691.500000 Penalty: 894.584045
	Iteration 28Q: 3 clusters Score -974691.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -974693.437500 Penalty: 894.584045
	Iteration 29Q: 3 clusters Score -974693.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -974696.312500 Penalty: 894.584045
	Iteration 30Q: 3 clusters Score -974696.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -974702.000000 Penalty: 894.584045
	Iteration 31Q: 3 clusters Score -974702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -974703.687500 Penalty: 894.584045
	Iteration 32Q: 3 clusters Score -974703.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -974706.750000 Penalty: 894.584045
	Iteration 33Q: 3 clusters Score -974706.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -974710.437500 Penalty: 894.584045
	Iteration 34Q: 3 clusters Score -974710.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -974710.937500 Penalty: 894.584045
	Iteration 35Q: 3 clusters Score -974710.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -974713.625000 Penalty: 894.584045
	Iteration 36Q: 3 clusters Score -974713.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -974718.062500 Penalty: 894.584045
	Iteration 37Q: 3 clusters Score -974718.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -974720.437500 Penalty: 894.584045
	Iteration 38Q: 3 clusters Score -974720.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -974723.187500 Penalty: 894.584045
	Iteration 39Q: 3 clusters Score -974723.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -974727.875000 Penalty: 894.584045
	Iteration 40F: 3 clusters Score -974727.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -974732.937500 Penalty: 894.584045
	Iteration 41Q: 3 clusters Score -974732.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -974736.062500 Penalty: 894.584045
	Iteration 42Q: 3 clusters Score -974736.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -974745.875000 Penalty: 894.584045
	Iteration 43Q: 3 clusters Score -974745.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -974750.750000 Penalty: 894.584045
	Iteration 44Q: 3 clusters Score -974750.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -974758.750000 Penalty: 894.584045
	Iteration 45Q: 3 clusters Score -974758.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -974762.687500 Penalty: 894.584045
	Iteration 46Q: 3 clusters Score -974762.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -974768.750000 Penalty: 894.584045
	Iteration 47Q: 3 clusters Score -974768.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -974768.625000 Penalty: 894.584045
	Iteration 48Q: 3 clusters Score -974768.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -974772.812500 Penalty: 894.584045
	Iteration 49Q: 3 clusters Score -974772.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -974774.000000 Penalty: 894.584045
	Iteration 50Q: 3 clusters Score -974774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -974779.125000 Penalty: 894.584045
	Iteration 51Q: 3 clusters Score -974779.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -974781.062500 Penalty: 894.584045
	Iteration 52Q: 3 clusters Score -974781.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -974783.000000 Penalty: 894.584045
	Iteration 53Q: 3 clusters Score -974783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -974785.375000 Penalty: 894.584045
	Iteration 54Q: 3 clusters Score -974785.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -974786.312500 Penalty: 894.584045
	Iteration 55Q: 3 clusters Score -974786.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -974787.250000 Penalty: 894.584045
	Iteration 56Q: 3 clusters Score -974787.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -974784.937500 Penalty: 894.584045
	Iteration 57Q: 3 clusters Score -974784.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -974787.125000 Penalty: 894.584045
	Iteration 58Q: 3 clusters Score -974787.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -974791.375000 Penalty: 894.584045
	Iteration 59Q: 3 clusters Score -974791.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -974790.812500 Penalty: 894.584045
	Iteration 60F: 3 clusters Score -974790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -974790.875000 Penalty: 894.584045
	Iteration 61Q: 3 clusters Score -974790.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -974790.250000 Penalty: 894.584045
	Iteration 62Q: 3 clusters Score -974790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -974791.687500 Penalty: 894.584045
	Iteration 63Q: 3 clusters Score -974791.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -974793.312500 Penalty: 894.584045
	Iteration 64Q: 3 clusters Score -974793.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -974793.312500 Penalty: 894.584045
	Iteration 65Q: 3 clusters Score -974793.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -974789.937500 Penalty: 894.584045
	Iteration 66Q: 3 clusters Score -974789.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -974790.000000 Penalty: 894.584045
	Iteration 67Q: 3 clusters Score -974790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -974790.625000 Penalty: 894.584045
	Iteration 68Q: 3 clusters Score -974790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -974790.250000 Penalty: 894.584045
	Iteration 69Q: 3 clusters Score -974790.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -974789.187500 Penalty: 894.584045
	Iteration 70Q: 3 clusters Score -974789.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -974789.062500 Penalty: 894.584045
	Iteration 71Q: 3 clusters Score -974789.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -974790.562500 Penalty: 894.584045
	Iteration 72Q: 3 clusters Score -974790.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -974793.687500 Penalty: 894.584045
	Iteration 73Q: 3 clusters Score -974793.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -974793.562500 Penalty: 894.584045
	Iteration 74Q: 3 clusters Score -974793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -974795.312500 Penalty: 894.584045
	Iteration 75Q: 3 clusters Score -974795.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -974792.375000 Penalty: 894.584045
	Iteration 76Q: 3 clusters Score -974792.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -974795.875000 Penalty: 894.584045
	Iteration 77Q: 3 clusters Score -974795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -974795.062500 Penalty: 894.584045
	Iteration 78Q: 3 clusters Score -974795.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -974794.625000 Penalty: 894.584045
	Iteration 79Q: 3 clusters Score -974794.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -974792.500000 Penalty: 894.584045
	Iteration 80F: 3 clusters Score -974792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -974793.125000 Penalty: 894.584045
	Iteration 81Q: 3 clusters Score -974793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -974793.687500 Penalty: 894.584045
	Iteration 82Q: 3 clusters Score -974793.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -974793.687500 Penalty: 894.584045
	Iteration 83F: 3 clusters Score -974793.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83298 members 
Entering Unmasked Estep 
Score: -4400218.000000 Penalty: 515.523193
	Iteration 0F: 2 clusters Score -4400218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -4344370.000000 Penalty: 1031.046387
	Iteration 0F: 3 clusters Score -4344370 nChanged 40615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -4369700.500000 Penalty: 1031.046387
	Iteration 1F: 3 clusters Score -4369700 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -4371381.500000 Penalty: 1031.046387
	Iteration 2Q: 3 clusters Score -4371382 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -4373479.500000 Penalty: 1031.046387
	Iteration 3Q: 3 clusters Score -4373480 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -4376044.000000 Penalty: 1031.046387
	Iteration 4F: 3 clusters Score -4376044 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -4379273.000000 Penalty: 1031.046387
	Iteration 5F: 3 clusters Score -4379273 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -4382747.500000 Penalty: 1031.046387
	Iteration 6F: 3 clusters Score -4382748 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -4385141.000000 Penalty: 1031.046387
	Iteration 7F: 3 clusters Score -4385141 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -4386284.500000 Penalty: 1031.046387
	Iteration 8Q: 3 clusters Score -4386284 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -4386746.000000 Penalty: 1031.046387
	Iteration 9Q: 3 clusters Score -4386746 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -4387093.000000 Penalty: 1031.046387
	Iteration 10Q: 3 clusters Score -4387093 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -4387470.000000 Penalty: 1031.046387
	Iteration 11Q: 3 clusters Score -4387470 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -4387859.500000 Penalty: 1031.046387
	Iteration 12Q: 3 clusters Score -4387860 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -4388257.000000 Penalty: 1031.046387
	Iteration 13Q: 3 clusters Score -4388257 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -4388658.500000 Penalty: 1031.046387
	Iteration 14Q: 3 clusters Score -4388658 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -4389046.500000 Penalty: 1031.046387
	Iteration 15Q: 3 clusters Score -4389046 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -4389402.500000 Penalty: 1031.046387
	Iteration 16Q: 3 clusters Score -4389402 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -4389777.500000 Penalty: 1031.046387
	Iteration 17Q: 3 clusters Score -4389778 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -4390182.500000 Penalty: 1031.046387
	Iteration 18Q: 3 clusters Score -4390182 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -4390561.000000 Penalty: 1031.046387
	Iteration 19Q: 3 clusters Score -4390561 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 54778 members 
Entering Unmasked Estep 
Score: -4390960.500000 Penalty: 1031.046387
	Iteration 20F: 3 clusters Score -4390960 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -4391313.000000 Penalty: 1031.046387
	Iteration 21Q: 3 clusters Score -4391313 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -4391659.500000 Penalty: 1031.046387
	Iteration 22Q: 3 clusters Score -4391660 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -4391964.000000 Penalty: 1031.046387
	Iteration 23Q: 3 clusters Score -4391964 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -4392243.000000 Penalty: 1031.046387
	Iteration 24Q: 3 clusters Score -4392243 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -4392536.000000 Penalty: 1031.046387
	Iteration 25Q: 3 clusters Score -4392536 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -4392823.000000 Penalty: 1031.046387
	Iteration 26Q: 3 clusters Score -4392823 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -4393058.000000 Penalty: 1031.046387
	Iteration 27Q: 3 clusters Score -4393058 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -4393290.000000 Penalty: 1031.046387
	Iteration 28Q: 3 clusters Score -4393290 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -4393497.500000 Penalty: 1031.046387
	Iteration 29Q: 3 clusters Score -4393498 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -4393714.000000 Penalty: 1031.046387
	Iteration 30Q: 3 clusters Score -4393714 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -4393851.000000 Penalty: 1031.046387
	Iteration 31Q: 3 clusters Score -4393851 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -4394011.500000 Penalty: 1031.046387
	Iteration 32Q: 3 clusters Score -4394012 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -4394181.500000 Penalty: 1031.046387
	Iteration 33Q: 3 clusters Score -4394182 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -4394382.000000 Penalty: 1031.046387
	Iteration 34Q: 3 clusters Score -4394382 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -4394601.000000 Penalty: 1031.046387
	Iteration 35Q: 3 clusters Score -4394601 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -4394759.000000 Penalty: 1031.046387
	Iteration 36Q: 3 clusters Score -4394759 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -4394903.000000 Penalty: 1031.046387
	Iteration 37Q: 3 clusters Score -4394903 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 68002 members 
Entering Unmasked Estep 
Score: -4395064.500000 Penalty: 1031.046387
	Iteration 38Q: 3 clusters Score -4395064 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -4395201.000000 Penalty: 1031.046387
	Iteration 39Q: 3 clusters Score -4395201 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -4395348.500000 Penalty: 1031.046387
	Iteration 40F: 3 clusters Score -4395348 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 69972 members 
Entering Unmasked Estep 
Score: -4395481.000000 Penalty: 1031.046387
	Iteration 41Q: 3 clusters Score -4395481 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -4395606.500000 Penalty: 1031.046387
	Iteration 42Q: 3 clusters Score -4395606 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -4395720.500000 Penalty: 1031.046387
	Iteration 43Q: 3 clusters Score -4395720 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -4395859.500000 Penalty: 1031.046387
	Iteration 44Q: 3 clusters Score -4395860 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -4395986.500000 Penalty: 1031.046387
	Iteration 45Q: 3 clusters Score -4395986 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -4396197.500000 Penalty: 1031.046387
	Iteration 46Q: 3 clusters Score -4396198 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -4396391.500000 Penalty: 1031.046387
	Iteration 47Q: 3 clusters Score -4396392 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -4396565.500000 Penalty: 1031.046387
	Iteration 48Q: 3 clusters Score -4396566 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -4396755.500000 Penalty: 1031.046387
	Iteration 49Q: 3 clusters Score -4396756 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -4396922.500000 Penalty: 1031.046387
	Iteration 50Q: 3 clusters Score -4396922 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 76413 members 
Entering Unmasked Estep 
Score: -4397149.500000 Penalty: 1031.046387
	Iteration 51Q: 3 clusters Score -4397150 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 77090 members 
Entering Unmasked Estep 
Score: -4397359.500000 Penalty: 1031.046387
	Iteration 52Q: 3 clusters Score -4397360 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -4397586.000000 Penalty: 1031.046387
	Iteration 53Q: 3 clusters Score -4397586 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 78440 members 
Entering Unmasked Estep 
Score: -4397815.500000 Penalty: 1031.046387
	Iteration 54Q: 3 clusters Score -4397816 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 79111 members 
Entering Unmasked Estep 
Score: -4398084.000000 Penalty: 1031.046387
	Iteration 55Q: 3 clusters Score -4398084 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -4398320.500000 Penalty: 1031.046387
	Iteration 56Q: 3 clusters Score -4398320 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 80354 members 
Entering Unmasked Estep 
Score: -4398580.000000 Penalty: 1031.046387
	Iteration 57Q: 3 clusters Score -4398580 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -4398805.000000 Penalty: 1031.046387
	Iteration 58Q: 3 clusters Score -4398805 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -4399004.500000 Penalty: 1031.046387
	Iteration 59Q: 3 clusters Score -4399004 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
Score: -4399169.000000 Penalty: 1031.046387
	Iteration 60F: 3 clusters Score -4399169 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -4399314.000000 Penalty: 1031.046387
	Iteration 61Q: 3 clusters Score -4399314 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 82313 members 
Entering Unmasked Estep 
Score: -4399411.000000 Penalty: 1031.046387
	Iteration 62Q: 3 clusters Score -4399411 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 82480 members 
Entering Unmasked Estep 
Score: -4399480.500000 Penalty: 1031.046387
	Iteration 63Q: 3 clusters Score -4399480 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -4399544.500000 Penalty: 1031.046387
	Iteration 64Q: 3 clusters Score -4399544 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -4399575.000000 Penalty: 1031.046387
	Iteration 65Q: 3 clusters Score -4399575 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 82762 members 
Entering Unmasked Estep 
Score: -4399607.000000 Penalty: 1031.046387
	Iteration 66Q: 3 clusters Score -4399607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -4399636.500000 Penalty: 1031.046387
	Iteration 67Q: 3 clusters Score -4399636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -4399657.500000 Penalty: 1031.046387
	Iteration 68Q: 3 clusters Score -4399658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -4399676.000000 Penalty: 1031.046387
	Iteration 69Q: 3 clusters Score -4399676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -4399689.500000 Penalty: 1031.046387
	Iteration 70Q: 3 clusters Score -4399690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -4399710.000000 Penalty: 1031.046387
	Iteration 71Q: 3 clusters Score -4399710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -4399720.000000 Penalty: 1031.046387
	Iteration 72Q: 3 clusters Score -4399720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -4399734.500000 Penalty: 1031.046387
	Iteration 73Q: 3 clusters Score -4399734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -4399742.000000 Penalty: 1031.046387
	Iteration 74Q: 3 clusters Score -4399742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -4399751.500000 Penalty: 1031.046387
	Iteration 75Q: 3 clusters Score -4399752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 83034 members 
Entering Unmasked Estep 
Score: -4399762.500000 Penalty: 1031.046387
	Iteration 76Q: 3 clusters Score -4399762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -4399768.500000 Penalty: 1031.046387
	Iteration 77Q: 3 clusters Score -4399768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -4399770.500000 Penalty: 1031.046387
	Iteration 78Q: 3 clusters Score -4399770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -4399775.000000 Penalty: 1031.046387
	Iteration 79Q: 3 clusters Score -4399775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -4399777.500000 Penalty: 1031.046387
	Iteration 80F: 3 clusters Score -4399778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -4399794.500000 Penalty: 1031.046387
	Iteration 81Q: 3 clusters Score -4399794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -4399798.000000 Penalty: 1031.046387
	Iteration 82Q: 3 clusters Score -4399798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -4399797.000000 Penalty: 1031.046387
	Iteration 83Q: 3 clusters Score -4399797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -4399801.000000 Penalty: 1031.046387
	Iteration 84Q: 3 clusters Score -4399801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -4399800.500000 Penalty: 1031.046387
	Iteration 85Q: 3 clusters Score -4399800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -4399796.000000 Penalty: 1031.046387
	Iteration 86Q: 3 clusters Score -4399796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -4399798.500000 Penalty: 1031.046387
	Iteration 87Q: 3 clusters Score -4399798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -4399799.000000 Penalty: 1031.046387
	Iteration 88Q: 3 clusters Score -4399799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 83079 members 
Entering Unmasked Estep 
Score: -4399797.500000 Penalty: 1031.046387
	Iteration 89Q: 3 clusters Score -4399798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -4399803.000000 Penalty: 1031.046387
	Iteration 90Q: 3 clusters Score -4399803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -4399800.500000 Penalty: 1031.046387
	Iteration 91Q: 3 clusters Score -4399800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -4399803.000000 Penalty: 1031.046387
	Iteration 92Q: 3 clusters Score -4399803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -4399803.000000 Penalty: 1031.046387
	Iteration 93Q: 3 clusters Score -4399803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -4399803.000000 Penalty: 1031.046387
	Iteration 94F: 3 clusters Score -4399803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -129701.101562 Penalty: 355.352600
	Iteration 0F: 2 clusters Score -129701.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -127964.382812 Penalty: 710.705200
	Iteration 0F: 3 clusters Score -127964.4 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -128526.375000 Penalty: 710.705200
	Iteration 1F: 3 clusters Score -128526.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -128590.460938 Penalty: 710.705200
	Iteration 2F: 3 clusters Score -128590.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -128643.226562 Penalty: 710.705200
	Iteration 3Q: 3 clusters Score -128643.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -128699.460938 Penalty: 710.705200
	Iteration 4Q: 3 clusters Score -128699.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -128761.195312 Penalty: 710.705200
	Iteration 5Q: 3 clusters Score -128761.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -128836.007812 Penalty: 710.705200
	Iteration 6Q: 3 clusters Score -128836 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -128917.390625 Penalty: 710.705200
	Iteration 7F: 3 clusters Score -128917.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -128994.664062 Penalty: 710.705200
	Iteration 8Q: 3 clusters Score -128994.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -129064.257812 Penalty: 710.705200
	Iteration 9Q: 3 clusters Score -129064.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -129134.039062 Penalty: 710.705200
	Iteration 10Q: 3 clusters Score -129134 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -129183.890625 Penalty: 710.705200
	Iteration 11Q: 3 clusters Score -129183.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -129222.789062 Penalty: 710.705200
	Iteration 12Q: 3 clusters Score -129222.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -129253.640625 Penalty: 710.705200
	Iteration 13Q: 3 clusters Score -129253.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -129276.851562 Penalty: 710.705200
	Iteration 14Q: 3 clusters Score -129276.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -129296.218750 Penalty: 710.705200
	Iteration 15Q: 3 clusters Score -129296.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -129317.632812 Penalty: 710.705200
	Iteration 16Q: 3 clusters Score -129317.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -129343.250000 Penalty: 710.705200
	Iteration 17Q: 3 clusters Score -129343.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -129362.695312 Penalty: 710.705200
	Iteration 18Q: 3 clusters Score -129362.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -129381.531250 Penalty: 710.705200
	Iteration 19Q: 3 clusters Score -129381.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -129403.320312 Penalty: 710.705200
	Iteration 20F: 3 clusters Score -129403.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -129425.398438 Penalty: 710.705200
	Iteration 21Q: 3 clusters Score -129425.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -129435.640625 Penalty: 710.705200
	Iteration 22Q: 3 clusters Score -129435.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -129444.265625 Penalty: 710.705200
	Iteration 23Q: 3 clusters Score -129444.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -129446.992188 Penalty: 710.705200
	Iteration 24Q: 3 clusters Score -129447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -129447.609375 Penalty: 710.705200
	Iteration 25Q: 3 clusters Score -129447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -129448.093750 Penalty: 710.705200
	Iteration 26Q: 3 clusters Score -129448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -129448.515625 Penalty: 710.705200
	Iteration 27Q: 3 clusters Score -129448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -129449.218750 Penalty: 710.705200
	Iteration 28Q: 3 clusters Score -129449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -129449.773438 Penalty: 710.705200
	Iteration 29Q: 3 clusters Score -129449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -129450.359375 Penalty: 710.705200
	Iteration 30Q: 3 clusters Score -129450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -129454.656250 Penalty: 710.705200
	Iteration 31Q: 3 clusters Score -129454.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -129457.617188 Penalty: 710.705200
	Iteration 32Q: 3 clusters Score -129457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -129458.484375 Penalty: 710.705200
	Iteration 33Q: 3 clusters Score -129458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -129458.820312 Penalty: 710.705200
	Iteration 34Q: 3 clusters Score -129458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -129459.421875 Penalty: 710.705200
	Iteration 35Q: 3 clusters Score -129459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -129459.664062 Penalty: 710.705200
	Iteration 36Q: 3 clusters Score -129459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -129459.664062 Penalty: 710.705200
	Iteration 37F: 3 clusters Score -129459.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Entering Unmasked Estep 
Score: -827481.187500 Penalty: 438.438019
	Iteration 0F: 2 clusters Score -827481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -817304.125000 Penalty: 876.876038
	Iteration 0F: 3 clusters Score -817304.1 nChanged 7220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -821405.875000 Penalty: 876.876038
	Iteration 1F: 3 clusters Score -821405.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -821708.937500 Penalty: 876.876038
	Iteration 2Q: 3 clusters Score -821708.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -822222.187500 Penalty: 876.876038
	Iteration 3F: 3 clusters Score -822222.2 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -823038.000000 Penalty: 876.876038
	Iteration 4F: 3 clusters Score -823038 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -824263.562500 Penalty: 876.876038
	Iteration 5F: 3 clusters Score -824263.6 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -825676.125000 Penalty: 876.876038
	Iteration 6F: 3 clusters Score -825676.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -826583.375000 Penalty: 876.876038
	Iteration 7F: 3 clusters Score -826583.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -826933.437500 Penalty: 876.876038
	Iteration 8Q: 3 clusters Score -826933.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -827033.625000 Penalty: 876.876038
	Iteration 9Q: 3 clusters Score -827033.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -827079.062500 Penalty: 876.876038
	Iteration 10Q: 3 clusters Score -827079.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -827098.687500 Penalty: 876.876038
	Iteration 11Q: 3 clusters Score -827098.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -827108.062500 Penalty: 876.876038
	Iteration 12Q: 3 clusters Score -827108.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -827113.375000 Penalty: 876.876038
	Iteration 13Q: 3 clusters Score -827113.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -827117.812500 Penalty: 876.876038
	Iteration 14Q: 3 clusters Score -827117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -827117.812500 Penalty: 876.876038
	Iteration 15F: 3 clusters Score -827117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (74016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Entering Unmasked Estep 
Score: -3986234.750000 Penalty: 510.147644
	Iteration 0F: 2 clusters Score -3986235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -3936308.500000 Penalty: 1020.295288
	Iteration 0F: 3 clusters Score -3936308 nChanged 36102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -3957768.500000 Penalty: 1020.295288
	Iteration 1F: 3 clusters Score -3957768 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -3958763.750000 Penalty: 1020.295288
	Iteration 2Q: 3 clusters Score -3958764 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -3960448.500000 Penalty: 1020.295288
	Iteration 3F: 3 clusters Score -3960448 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -3963662.250000 Penalty: 1020.295288
	Iteration 4F: 3 clusters Score -3963662 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -3969384.000000 Penalty: 1020.295288
	Iteration 5F: 3 clusters Score -3969384 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -3976760.250000 Penalty: 1020.295288
	Iteration 6F: 3 clusters Score -3976760 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 70784 members 
Entering Unmasked Estep 
Score: -3982610.000000 Penalty: 1020.295288
	Iteration 7F: 3 clusters Score -3982610 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -3985029.750000 Penalty: 1020.295288
	Iteration 8Q: 3 clusters Score -3985030 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -3985628.250000 Penalty: 1020.295288
	Iteration 9Q: 3 clusters Score -3985628 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -3985762.000000 Penalty: 1020.295288
	Iteration 10Q: 3 clusters Score -3985762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -3985809.750000 Penalty: 1020.295288
	Iteration 11Q: 3 clusters Score -3985810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -3985833.500000 Penalty: 1020.295288
	Iteration 12Q: 3 clusters Score -3985834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -3985839.750000 Penalty: 1020.295288
	Iteration 13Q: 3 clusters Score -3985840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -3985842.750000 Penalty: 1020.295288
	Iteration 14Q: 3 clusters Score -3985843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -3985844.500000 Penalty: 1020.295288
	Iteration 15Q: 3 clusters Score -3985844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -3985846.000000 Penalty: 1020.295288
	Iteration 16Q: 3 clusters Score -3985846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -3985846.000000 Penalty: 1020.295288
	Iteration 17F: 3 clusters Score -3985846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (73511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Entering Unmasked Estep 
Score: -4079592.250000 Penalty: 509.836182
	Iteration 0F: 2 clusters Score -4079592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -4030091.250000 Penalty: 1019.672363
	Iteration 0F: 3 clusters Score -4030091 nChanged 35832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -4053851.250000 Penalty: 1019.672363
	Iteration 1F: 3 clusters Score -4053851 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -4057883.250000 Penalty: 1019.672363
	Iteration 2F: 3 clusters Score -4057883 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -4064619.000000 Penalty: 1019.672363
	Iteration 3F: 3 clusters Score -4064619 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 67053 members 
Entering Unmasked Estep 
Score: -4072286.000000 Penalty: 1019.672363
	Iteration 4F: 3 clusters Score -4072286 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -4077043.500000 Penalty: 1019.672363
	Iteration 5F: 3 clusters Score -4077044 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -4078661.250000 Penalty: 1019.672363
	Iteration 6Q: 3 clusters Score -4078661 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -4079015.500000 Penalty: 1019.672363
	Iteration 7Q: 3 clusters Score -4079016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -4079091.500000 Penalty: 1019.672363
	Iteration 8Q: 3 clusters Score -4079092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -4079116.250000 Penalty: 1019.672363
	Iteration 9Q: 3 clusters Score -4079116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -4079119.250000 Penalty: 1019.672363
	Iteration 10Q: 3 clusters Score -4079119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -4079134.750000 Penalty: 1019.672363
	Iteration 11Q: 3 clusters Score -4079135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 73487 members 
Entering Unmasked Estep 
Score: -4079137.500000 Penalty: 1019.672363
	Iteration 12Q: 3 clusters Score -4079138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -4079139.000000 Penalty: 1019.672363
	Iteration 13Q: 3 clusters Score -4079139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 73486 members 
Entering Unmasked Estep 
Score: -4079139.000000 Penalty: 1019.672363
	Iteration 14F: 3 clusters Score -4079139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (122776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122776 members 
Entering Unmasked Estep 
Score: -6562806.500000 Penalty: 533.174316
	Iteration 0F: 2 clusters Score -6562806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -6486001.500000 Penalty: 1066.348633
	Iteration 0F: 3 clusters Score -6486002 nChanged 60147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -6521671.000000 Penalty: 1066.348633
	Iteration 1F: 3 clusters Score -6521671 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -6522813.000000 Penalty: 1066.348633
	Iteration 2Q: 3 clusters Score -6522813 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -6524510.500000 Penalty: 1066.348633
	Iteration 3Q: 3 clusters Score -6524510 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76719 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -6527569.500000 Penalty: 1066.348633
	Iteration 4F: 3 clusters Score -6527570 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84568 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -6532568.500000 Penalty: 1066.348633
	Iteration 5F: 3 clusters Score -6532568 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -6539540.000000 Penalty: 1066.348633
	Iteration 6F: 3 clusters Score -6539540 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101986 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -6546960.000000 Penalty: 1066.348633
	Iteration 7F: 3 clusters Score -6546960 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108014 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -6553060.000000 Penalty: 1066.348633
	Iteration 8F: 3 clusters Score -6553060 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111086 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -6556572.000000 Penalty: 1066.348633
	Iteration 9Q: 3 clusters Score -6556572 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112626 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -6558293.000000 Penalty: 1066.348633
	Iteration 10Q: 3 clusters Score -6558293 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113611 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -6559103.000000 Penalty: 1066.348633
	Iteration 11Q: 3 clusters Score -6559103 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114334 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -6559572.000000 Penalty: 1066.348633
	Iteration 12Q: 3 clusters Score -6559572 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114952 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -6559928.000000 Penalty: 1066.348633
	Iteration 13Q: 3 clusters Score -6559928 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115481 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -6560227.000000 Penalty: 1066.348633
	Iteration 14Q: 3 clusters Score -6560227 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115959 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -6560521.000000 Penalty: 1066.348633
	Iteration 15Q: 3 clusters Score -6560521 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116387 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -6560737.500000 Penalty: 1066.348633
	Iteration 16Q: 3 clusters Score -6560738 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116810 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -6560936.000000 Penalty: 1066.348633
	Iteration 17Q: 3 clusters Score -6560936 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117237 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -6561149.000000 Penalty: 1066.348633
	Iteration 18Q: 3 clusters Score -6561149 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117625 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -6561349.500000 Penalty: 1066.348633
	Iteration 19Q: 3 clusters Score -6561350 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117959 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -6561496.500000 Penalty: 1066.348633
	Iteration 20F: 3 clusters Score -6561496 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118266 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -6561638.500000 Penalty: 1066.348633
	Iteration 21Q: 3 clusters Score -6561638 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118553 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -6561771.000000 Penalty: 1066.348633
	Iteration 22Q: 3 clusters Score -6561771 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118841 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6561874.500000 Penalty: 1066.348633
	Iteration 23Q: 3 clusters Score -6561874 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119085 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -6561995.000000 Penalty: 1066.348633
	Iteration 24Q: 3 clusters Score -6561995 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119289 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -6562050.500000 Penalty: 1066.348633
	Iteration 25Q: 3 clusters Score -6562050 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119473 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -6562135.500000 Penalty: 1066.348633
	Iteration 26Q: 3 clusters Score -6562136 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119630 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6562193.500000 Penalty: 1066.348633
	Iteration 27Q: 3 clusters Score -6562194 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119787 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -6562230.500000 Penalty: 1066.348633
	Iteration 28Q: 3 clusters Score -6562230 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119923 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -6562279.000000 Penalty: 1066.348633
	Iteration 29Q: 3 clusters Score -6562279 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120070 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6562351.500000 Penalty: 1066.348633
	Iteration 30Q: 3 clusters Score -6562352 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120209 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6562405.500000 Penalty: 1066.348633
	Iteration 31Q: 3 clusters Score -6562406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120317 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -6562442.500000 Penalty: 1066.348633
	Iteration 32Q: 3 clusters Score -6562442 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120417 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6562477.000000 Penalty: 1066.348633
	Iteration 33Q: 3 clusters Score -6562477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120511 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -6562496.500000 Penalty: 1066.348633
	Iteration 34Q: 3 clusters Score -6562496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120595 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6562517.000000 Penalty: 1066.348633
	Iteration 35Q: 3 clusters Score -6562517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120663 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6562550.500000 Penalty: 1066.348633
	Iteration 36Q: 3 clusters Score -6562550 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120735 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6562606.000000 Penalty: 1066.348633
	Iteration 37Q: 3 clusters Score -6562606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120795 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6562638.000000 Penalty: 1066.348633
	Iteration 38Q: 3 clusters Score -6562638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120847 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6562651.000000 Penalty: 1066.348633
	Iteration 39Q: 3 clusters Score -6562651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120889 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6562659.500000 Penalty: 1066.348633
	Iteration 40F: 3 clusters Score -6562660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120919 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6562675.000000 Penalty: 1066.348633
	Iteration 41Q: 3 clusters Score -6562675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6562672.500000 Penalty: 1066.348633
	Iteration 42Q: 3 clusters Score -6562672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120982 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6562686.000000 Penalty: 1066.348633
	Iteration 43Q: 3 clusters Score -6562686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121007 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6562694.500000 Penalty: 1066.348633
	Iteration 44Q: 3 clusters Score -6562694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121032 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6562702.500000 Penalty: 1066.348633
	Iteration 45Q: 3 clusters Score -6562702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121053 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6562708.000000 Penalty: 1066.348633
	Iteration 46Q: 3 clusters Score -6562708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121079 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6562711.500000 Penalty: 1066.348633
	Iteration 47Q: 3 clusters Score -6562712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121093 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6562718.500000 Penalty: 1066.348633
	Iteration 48Q: 3 clusters Score -6562718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121105 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6562718.000000 Penalty: 1066.348633
	Iteration 49Q: 3 clusters Score -6562718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121113 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6562722.000000 Penalty: 1066.348633
	Iteration 50Q: 3 clusters Score -6562722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121126 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6562729.000000 Penalty: 1066.348633
	Iteration 51Q: 3 clusters Score -6562729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121136 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6562720.000000 Penalty: 1066.348633
	Iteration 52Q: 3 clusters Score -6562720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121135 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6562725.000000 Penalty: 1066.348633
	Iteration 53Q: 3 clusters Score -6562725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121138 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6562724.500000 Penalty: 1066.348633
	Iteration 54Q: 3 clusters Score -6562724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6562725.000000 Penalty: 1066.348633
	Iteration 55Q: 3 clusters Score -6562725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121145 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6562721.500000 Penalty: 1066.348633
	Iteration 56Q: 3 clusters Score -6562722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121152 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6562721.500000 Penalty: 1066.348633
	Iteration 57Q: 3 clusters Score -6562722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121157 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6562717.000000 Penalty: 1066.348633
	Iteration 58Q: 3 clusters Score -6562717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121163 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6562722.000000 Penalty: 1066.348633
	Iteration 59Q: 3 clusters Score -6562722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121169 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6562727.000000 Penalty: 1066.348633
	Iteration 60F: 3 clusters Score -6562727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6562733.500000 Penalty: 1066.348633
	Iteration 61Q: 3 clusters Score -6562734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6562733.000000 Penalty: 1066.348633
	Iteration 62Q: 3 clusters Score -6562733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6562734.500000 Penalty: 1066.348633
	Iteration 63Q: 3 clusters Score -6562734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6562736.500000 Penalty: 1066.348633
	Iteration 64Q: 3 clusters Score -6562736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6562736.000000 Penalty: 1066.348633
	Iteration 65Q: 3 clusters Score -6562736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6562738.000000 Penalty: 1066.348633
	Iteration 66Q: 3 clusters Score -6562738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121176 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6562741.000000 Penalty: 1066.348633
	Iteration 67Q: 3 clusters Score -6562741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121180 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6562741.500000 Penalty: 1066.348633
	Iteration 68Q: 3 clusters Score -6562742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121183 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6562740.500000 Penalty: 1066.348633
	Iteration 69Q: 3 clusters Score -6562740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121187 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6562741.000000 Penalty: 1066.348633
	Iteration 70Q: 3 clusters Score -6562741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121191 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6562737.500000 Penalty: 1066.348633
	Iteration 71Q: 3 clusters Score -6562738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121191 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6562737.500000 Penalty: 1066.348633
	Iteration 72F: 3 clusters Score -6562738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Entering Unmasked Estep 
Score: -2423488.250000 Penalty: 490.647766
	Iteration 0F: 2 clusters Score -2423488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2391250.500000 Penalty: 981.295532
	Iteration 0F: 3 clusters Score -2391250 nChanged 23467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2405794.250000 Penalty: 981.295532
	Iteration 1F: 3 clusters Score -2405794 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2406717.500000 Penalty: 981.295532
	Iteration 2Q: 3 clusters Score -2406718 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2408081.750000 Penalty: 981.295532
	Iteration 3F: 3 clusters Score -2408082 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2410026.750000 Penalty: 981.295532
	Iteration 4F: 3 clusters Score -2410027 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2412188.250000 Penalty: 981.295532
	Iteration 5F: 3 clusters Score -2412188 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2413926.750000 Penalty: 981.295532
	Iteration 6F: 3 clusters Score -2413927 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2414668.750000 Penalty: 981.295532
	Iteration 7Q: 3 clusters Score -2414669 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2414918.500000 Penalty: 981.295532
	Iteration 8Q: 3 clusters Score -2414918 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2415056.250000 Penalty: 981.295532
	Iteration 9Q: 3 clusters Score -2415056 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2415170.000000 Penalty: 981.295532
	Iteration 10Q: 3 clusters Score -2415170 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2415296.500000 Penalty: 981.295532
	Iteration 11Q: 3 clusters Score -2415296 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2415423.250000 Penalty: 981.295532
	Iteration 12Q: 3 clusters Score -2415423 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2415602.500000 Penalty: 981.295532
	Iteration 13Q: 3 clusters Score -2415602 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2415812.000000 Penalty: 981.295532
	Iteration 14Q: 3 clusters Score -2415812 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2416045.250000 Penalty: 981.295532
	Iteration 15Q: 3 clusters Score -2416045 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2416287.750000 Penalty: 981.295532
	Iteration 16Q: 3 clusters Score -2416288 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2416592.750000 Penalty: 981.295532
	Iteration 17Q: 3 clusters Score -2416593 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2416928.250000 Penalty: 981.295532
	Iteration 18Q: 3 clusters Score -2416928 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2417336.000000 Penalty: 981.295532
	Iteration 19Q: 3 clusters Score -2417336 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2417798.000000 Penalty: 981.295532
	Iteration 20F: 3 clusters Score -2417798 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2418322.750000 Penalty: 981.295532
	Iteration 21Q: 3 clusters Score -2418323 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2418894.750000 Penalty: 981.295532
	Iteration 22Q: 3 clusters Score -2418895 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2419497.500000 Penalty: 981.295532
	Iteration 23Q: 3 clusters Score -2419498 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2420158.500000 Penalty: 981.295532
	Iteration 24Q: 3 clusters Score -2420158 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2420737.500000 Penalty: 981.295532
	Iteration 25Q: 3 clusters Score -2420738 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2421170.500000 Penalty: 981.295532
	Iteration 26Q: 3 clusters Score -2421170 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2421516.750000 Penalty: 981.295532
	Iteration 27Q: 3 clusters Score -2421517 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2421810.500000 Penalty: 981.295532
	Iteration 28Q: 3 clusters Score -2421810 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2422033.250000 Penalty: 981.295532
	Iteration 29Q: 3 clusters Score -2422033 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2422212.750000 Penalty: 981.295532
	Iteration 30Q: 3 clusters Score -2422213 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2422339.500000 Penalty: 981.295532
	Iteration 31Q: 3 clusters Score -2422340 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2422432.750000 Penalty: 981.295532
	Iteration 32Q: 3 clusters Score -2422433 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2422504.750000 Penalty: 981.295532
	Iteration 33Q: 3 clusters Score -2422505 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2422578.750000 Penalty: 981.295532
	Iteration 34Q: 3 clusters Score -2422579 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2422630.250000 Penalty: 981.295532
	Iteration 35Q: 3 clusters Score -2422630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2422678.250000 Penalty: 981.295532
	Iteration 36Q: 3 clusters Score -2422678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2422718.750000 Penalty: 981.295532
	Iteration 37Q: 3 clusters Score -2422719 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2422744.750000 Penalty: 981.295532
	Iteration 38Q: 3 clusters Score -2422745 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2422773.750000 Penalty: 981.295532
	Iteration 39Q: 3 clusters Score -2422774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2422790.500000 Penalty: 981.295532
	Iteration 40F: 3 clusters Score -2422790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2422806.750000 Penalty: 981.295532
	Iteration 41Q: 3 clusters Score -2422807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2422825.000000 Penalty: 981.295532
	Iteration 42Q: 3 clusters Score -2422825 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2422843.750000 Penalty: 981.295532
	Iteration 43Q: 3 clusters Score -2422844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2422855.000000 Penalty: 981.295532
	Iteration 44Q: 3 clusters Score -2422855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2422862.000000 Penalty: 981.295532
	Iteration 45Q: 3 clusters Score -2422862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2422863.500000 Penalty: 981.295532
	Iteration 46Q: 3 clusters Score -2422864 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2422873.500000 Penalty: 981.295532
	Iteration 47Q: 3 clusters Score -2422874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2422883.250000 Penalty: 981.295532
	Iteration 48Q: 3 clusters Score -2422883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2422886.750000 Penalty: 981.295532
	Iteration 49Q: 3 clusters Score -2422887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2422901.000000 Penalty: 981.295532
	Iteration 50Q: 3 clusters Score -2422901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2422908.500000 Penalty: 981.295532
	Iteration 51Q: 3 clusters Score -2422908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2422916.000000 Penalty: 981.295532
	Iteration 52Q: 3 clusters Score -2422916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2422920.500000 Penalty: 981.295532
	Iteration 53Q: 3 clusters Score -2422920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2422931.250000 Penalty: 981.295532
	Iteration 54Q: 3 clusters Score -2422931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2422930.250000 Penalty: 981.295532
	Iteration 55Q: 3 clusters Score -2422930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2422939.500000 Penalty: 981.295532
	Iteration 56Q: 3 clusters Score -2422940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2422943.000000 Penalty: 981.295532
	Iteration 57Q: 3 clusters Score -2422943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2422955.500000 Penalty: 981.295532
	Iteration 58Q: 3 clusters Score -2422956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2422960.250000 Penalty: 981.295532
	Iteration 59Q: 3 clusters Score -2422960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2422970.500000 Penalty: 981.295532
	Iteration 60F: 3 clusters Score -2422970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2422972.250000 Penalty: 981.295532
	Iteration 61Q: 3 clusters Score -2422972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2422981.750000 Penalty: 981.295532
	Iteration 62Q: 3 clusters Score -2422982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2422992.750000 Penalty: 981.295532
	Iteration 63Q: 3 clusters Score -2422993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2422999.250000 Penalty: 981.295532
	Iteration 64Q: 3 clusters Score -2422999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2423007.500000 Penalty: 981.295532
	Iteration 65Q: 3 clusters Score -2423008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2423013.250000 Penalty: 981.295532
	Iteration 66Q: 3 clusters Score -2423013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2423017.000000 Penalty: 981.295532
	Iteration 67Q: 3 clusters Score -2423017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2423019.500000 Penalty: 981.295532
	Iteration 68Q: 3 clusters Score -2423020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2423021.250000 Penalty: 981.295532
	Iteration 69Q: 3 clusters Score -2423021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2423022.000000 Penalty: 981.295532
	Iteration 70Q: 3 clusters Score -2423022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2423023.500000 Penalty: 981.295532
	Iteration 71Q: 3 clusters Score -2423024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2423025.750000 Penalty: 981.295532
	Iteration 72Q: 3 clusters Score -2423026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2423027.500000 Penalty: 981.295532
	Iteration 73Q: 3 clusters Score -2423028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2423030.250000 Penalty: 981.295532
	Iteration 74Q: 3 clusters Score -2423030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2423033.750000 Penalty: 981.295532
	Iteration 75Q: 3 clusters Score -2423034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2423034.250000 Penalty: 981.295532
	Iteration 76Q: 3 clusters Score -2423034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2423034.500000 Penalty: 981.295532
	Iteration 77Q: 3 clusters Score -2423034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2423036.250000 Penalty: 981.295532
	Iteration 78Q: 3 clusters Score -2423036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2423038.000000 Penalty: 981.295532
	Iteration 79Q: 3 clusters Score -2423038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2423036.250000 Penalty: 981.295532
	Iteration 80F: 3 clusters Score -2423036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2423042.500000 Penalty: 981.295532
	Iteration 81Q: 3 clusters Score -2423042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2423044.000000 Penalty: 981.295532
	Iteration 82Q: 3 clusters Score -2423044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2423044.250000 Penalty: 981.295532
	Iteration 83Q: 3 clusters Score -2423044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2423043.000000 Penalty: 981.295532
	Iteration 84Q: 3 clusters Score -2423043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2423047.000000 Penalty: 981.295532
	Iteration 85Q: 3 clusters Score -2423047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2423045.000000 Penalty: 981.295532
	Iteration 86Q: 3 clusters Score -2423045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2423045.250000 Penalty: 981.295532
	Iteration 87Q: 3 clusters Score -2423045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2423043.750000 Penalty: 981.295532
	Iteration 88Q: 3 clusters Score -2423044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2423046.750000 Penalty: 981.295532
	Iteration 89Q: 3 clusters Score -2423047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2423047.750000 Penalty: 981.295532
	Iteration 90Q: 3 clusters Score -2423048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2423047.000000 Penalty: 981.295532
	Iteration 91Q: 3 clusters Score -2423047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2423047.000000 Penalty: 981.295532
	Iteration 92F: 3 clusters Score -2423047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -136989.765625 Penalty: 356.392731
	Iteration 0F: 2 clusters Score -136989.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -135230.546875 Penalty: 712.785461
	Iteration 0F: 3 clusters Score -135230.5 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -135821.140625 Penalty: 712.785461
	Iteration 1F: 3 clusters Score -135821.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -135897.593750 Penalty: 712.785461
	Iteration 2F: 3 clusters Score -135897.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -135971.062500 Penalty: 712.785461
	Iteration 3Q: 3 clusters Score -135971.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -136057.250000 Penalty: 712.785461
	Iteration 4Q: 3 clusters Score -136057.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -136153.000000 Penalty: 712.785461
	Iteration 5F: 3 clusters Score -136153 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136242.609375 Penalty: 712.785461
	Iteration 6Q: 3 clusters Score -136242.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -136329.984375 Penalty: 712.785461
	Iteration 7Q: 3 clusters Score -136330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -136417.437500 Penalty: 712.785461
	Iteration 8Q: 3 clusters Score -136417.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -136511.375000 Penalty: 712.785461
	Iteration 9Q: 3 clusters Score -136511.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -136595.578125 Penalty: 712.785461
	Iteration 10Q: 3 clusters Score -136595.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -136633.578125 Penalty: 712.785461
	Iteration 11Q: 3 clusters Score -136633.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -136654.625000 Penalty: 712.785461
	Iteration 12Q: 3 clusters Score -136654.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -136668.859375 Penalty: 712.785461
	Iteration 13Q: 3 clusters Score -136668.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -136676.625000 Penalty: 712.785461
	Iteration 14Q: 3 clusters Score -136676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -136682.640625 Penalty: 712.785461
	Iteration 15Q: 3 clusters Score -136682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -136685.640625 Penalty: 712.785461
	Iteration 16Q: 3 clusters Score -136685.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -136685.640625 Penalty: 712.785461
	Iteration 17F: 3 clusters Score -136685.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Entering Unmasked Estep 
Score: -275408.437500 Penalty: 388.191803
	Iteration 0F: 2 clusters Score -275408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -271946.125000 Penalty: 776.383606
	Iteration 0F: 3 clusters Score -271946.1 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -273195.937500 Penalty: 776.383606
	Iteration 1F: 3 clusters Score -273195.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -273290.406250 Penalty: 776.383606
	Iteration 2F: 3 clusters Score -273290.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -273370.843750 Penalty: 776.383606
	Iteration 3Q: 3 clusters Score -273370.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -273486.937500 Penalty: 776.383606
	Iteration 4Q: 3 clusters Score -273486.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -273654.906250 Penalty: 776.383606
	Iteration 5F: 3 clusters Score -273654.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -273894.968750 Penalty: 776.383606
	Iteration 6F: 3 clusters Score -273895 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -274206.531250 Penalty: 776.383606
	Iteration 7F: 3 clusters Score -274206.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -274555.312500 Penalty: 776.383606
	Iteration 8F: 3 clusters Score -274555.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -274834.656250 Penalty: 776.383606
	Iteration 9F: 3 clusters Score -274834.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -274948.937500 Penalty: 776.383606
	Iteration 10Q: 3 clusters Score -274948.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -275009.562500 Penalty: 776.383606
	Iteration 11Q: 3 clusters Score -275009.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -275041.656250 Penalty: 776.383606
	Iteration 12Q: 3 clusters Score -275041.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -275063.937500 Penalty: 776.383606
	Iteration 13Q: 3 clusters Score -275063.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -275087.718750 Penalty: 776.383606
	Iteration 14Q: 3 clusters Score -275087.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -275103.218750 Penalty: 776.383606
	Iteration 15Q: 3 clusters Score -275103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -275112.656250 Penalty: 776.383606
	Iteration 16Q: 3 clusters Score -275112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -275113.968750 Penalty: 776.383606
	Iteration 17Q: 3 clusters Score -275114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -275116.781250 Penalty: 776.383606
	Iteration 18Q: 3 clusters Score -275116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -275116.781250 Penalty: 776.383606
	Iteration 19F: 3 clusters Score -275116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Entering Unmasked Estep 
Score: -2268235.500000 Penalty: 484.110413
	Iteration 0F: 2 clusters Score -2268236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2240279.250000 Penalty: 968.220825
	Iteration 0F: 3 clusters Score -2240279 nChanged 20090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2251833.000000 Penalty: 968.220825
	Iteration 1F: 3 clusters Score -2251833 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2252224.250000 Penalty: 968.220825
	Iteration 2Q: 3 clusters Score -2252224 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2252851.250000 Penalty: 968.220825
	Iteration 3Q: 3 clusters Score -2252851 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2253951.000000 Penalty: 968.220825
	Iteration 4Q: 3 clusters Score -2253951 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2255900.250000 Penalty: 968.220825
	Iteration 5F: 3 clusters Score -2255900 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2258641.500000 Penalty: 968.220825
	Iteration 6F: 3 clusters Score -2258642 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2260972.250000 Penalty: 968.220825
	Iteration 7F: 3 clusters Score -2260972 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2262018.250000 Penalty: 968.220825
	Iteration 8F: 3 clusters Score -2262018 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2262572.750000 Penalty: 968.220825
	Iteration 9Q: 3 clusters Score -2262573 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2263147.000000 Penalty: 968.220825
	Iteration 10Q: 3 clusters Score -2263147 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2263767.750000 Penalty: 968.220825
	Iteration 11Q: 3 clusters Score -2263768 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2264379.750000 Penalty: 968.220825
	Iteration 12Q: 3 clusters Score -2264380 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2264965.500000 Penalty: 968.220825
	Iteration 13Q: 3 clusters Score -2264966 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2265579.250000 Penalty: 968.220825
	Iteration 14Q: 3 clusters Score -2265579 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2266166.000000 Penalty: 968.220825
	Iteration 15Q: 3 clusters Score -2266166 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2266604.750000 Penalty: 968.220825
	Iteration 16Q: 3 clusters Score -2266605 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2266827.250000 Penalty: 968.220825
	Iteration 17Q: 3 clusters Score -2266827 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2266969.750000 Penalty: 968.220825
	Iteration 18Q: 3 clusters Score -2266970 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2267047.500000 Penalty: 968.220825
	Iteration 19Q: 3 clusters Score -2267048 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2267110.250000 Penalty: 968.220825
	Iteration 20F: 3 clusters Score -2267110 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2267142.000000 Penalty: 968.220825
	Iteration 21Q: 3 clusters Score -2267142 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2267182.250000 Penalty: 968.220825
	Iteration 22Q: 3 clusters Score -2267182 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2267205.250000 Penalty: 968.220825
	Iteration 23Q: 3 clusters Score -2267205 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2267203.750000 Penalty: 968.220825
	Iteration 24Q: 3 clusters Score -2267204 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2267210.500000 Penalty: 968.220825
	Iteration 25Q: 3 clusters Score -2267210 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2267220.500000 Penalty: 968.220825
	Iteration 26Q: 3 clusters Score -2267220 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2267222.750000 Penalty: 968.220825
	Iteration 27Q: 3 clusters Score -2267223 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2267220.500000 Penalty: 968.220825
	Iteration 28Q: 3 clusters Score -2267220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2267225.250000 Penalty: 968.220825
	Iteration 29Q: 3 clusters Score -2267225 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2267227.000000 Penalty: 968.220825
	Iteration 30Q: 3 clusters Score -2267227 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2267240.750000 Penalty: 968.220825
	Iteration 31Q: 3 clusters Score -2267241 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2267241.750000 Penalty: 968.220825
	Iteration 32Q: 3 clusters Score -2267242 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -2267245.750000 Penalty: 968.220825
	Iteration 33Q: 3 clusters Score -2267246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2267247.750000 Penalty: 968.220825
	Iteration 34Q: 3 clusters Score -2267248 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2267248.250000 Penalty: 968.220825
	Iteration 35Q: 3 clusters Score -2267248 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2267253.250000 Penalty: 968.220825
	Iteration 36Q: 3 clusters Score -2267253 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2267262.000000 Penalty: 968.220825
	Iteration 37Q: 3 clusters Score -2267262 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2267271.250000 Penalty: 968.220825
	Iteration 38Q: 3 clusters Score -2267271 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2267291.250000 Penalty: 968.220825
	Iteration 39Q: 3 clusters Score -2267291 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2267294.750000 Penalty: 968.220825
	Iteration 40F: 3 clusters Score -2267295 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2267296.250000 Penalty: 968.220825
	Iteration 41Q: 3 clusters Score -2267296 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2267290.000000 Penalty: 968.220825
	Iteration 42Q: 3 clusters Score -2267290 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2267296.000000 Penalty: 968.220825
	Iteration 43Q: 3 clusters Score -2267296 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2267297.000000 Penalty: 968.220825
	Iteration 44Q: 3 clusters Score -2267297 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2267298.500000 Penalty: 968.220825
	Iteration 45Q: 3 clusters Score -2267298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2267306.000000 Penalty: 968.220825
	Iteration 46Q: 3 clusters Score -2267306 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2267306.000000 Penalty: 968.220825
	Iteration 47Q: 3 clusters Score -2267306 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2267308.500000 Penalty: 968.220825
	Iteration 48Q: 3 clusters Score -2267308 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2267310.500000 Penalty: 968.220825
	Iteration 49Q: 3 clusters Score -2267310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2267326.000000 Penalty: 968.220825
	Iteration 50Q: 3 clusters Score -2267326 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2267337.000000 Penalty: 968.220825
	Iteration 51Q: 3 clusters Score -2267337 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2267359.000000 Penalty: 968.220825
	Iteration 52Q: 3 clusters Score -2267359 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2267361.000000 Penalty: 968.220825
	Iteration 53Q: 3 clusters Score -2267361 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2267373.750000 Penalty: 968.220825
	Iteration 54Q: 3 clusters Score -2267374 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2267397.250000 Penalty: 968.220825
	Iteration 55Q: 3 clusters Score -2267397 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2267413.000000 Penalty: 968.220825
	Iteration 56Q: 3 clusters Score -2267413 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2267423.750000 Penalty: 968.220825
	Iteration 57Q: 3 clusters Score -2267424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2267426.750000 Penalty: 968.220825
	Iteration 58Q: 3 clusters Score -2267427 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2267438.250000 Penalty: 968.220825
	Iteration 59Q: 3 clusters Score -2267438 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2267448.250000 Penalty: 968.220825
	Iteration 60F: 3 clusters Score -2267448 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2267458.500000 Penalty: 968.220825
	Iteration 61Q: 3 clusters Score -2267458 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2267460.500000 Penalty: 968.220825
	Iteration 62Q: 3 clusters Score -2267460 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2267473.500000 Penalty: 968.220825
	Iteration 63Q: 3 clusters Score -2267474 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2267476.500000 Penalty: 968.220825
	Iteration 64Q: 3 clusters Score -2267476 nChanged 99
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Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2267477.750000 Penalty: 968.220825
	Iteration 65Q: 3 clusters Score -2267478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2267476.500000 Penalty: 968.220825
	Iteration 66Q: 3 clusters Score -2267476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2267489.750000 Penalty: 968.220825
	Iteration 67Q: 3 clusters Score -2267490 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2267493.250000 Penalty: 968.220825
	Iteration 68Q: 3 clusters Score -2267493 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2267490.750000 Penalty: 968.220825
	Iteration 69Q: 3 clusters Score -2267491 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2267492.750000 Penalty: 968.220825
	Iteration 70Q: 3 clusters Score -2267493 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2267495.750000 Penalty: 968.220825
	Iteration 71Q: 3 clusters Score -2267496 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2267491.000000 Penalty: 968.220825
	Iteration 72Q: 3 clusters Score -2267491 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2267493.750000 Penalty: 968.220825
	Iteration 73Q: 3 clusters Score -2267494 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2267489.000000 Penalty: 968.220825
	Iteration 74Q: 3 clusters Score -2267489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2267493.500000 Penalty: 968.220825
	Iteration 75Q: 3 clusters Score -2267494 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2267489.750000 Penalty: 968.220825
	Iteration 76Q: 3 clusters Score -2267490 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2267489.250000 Penalty: 968.220825
	Iteration 77Q: 3 clusters Score -2267489 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2267489.250000 Penalty: 968.220825
	Iteration 78Q: 3 clusters Score -2267489 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2267491.000000 Penalty: 968.220825
	Iteration 79Q: 3 clusters Score -2267491 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2267496.250000 Penalty: 968.220825
	Iteration 80F: 3 clusters Score -2267496 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2267500.000000 Penalty: 968.220825
	Iteration 81Q: 3 clusters Score -2267500 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2267501.500000 Penalty: 968.220825
	Iteration 82Q: 3 clusters Score -2267502 nChanged 59
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Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2267500 nChanged 52
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Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2267501 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2267508.750000 Penalty: 968.220825
	Iteration 85Q: 3 clusters Score -2267509 nChanged 76
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Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2267511.750000 Penalty: 968.220825
	Iteration 86Q: 3 clusters Score -2267512 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2267513.750000 Penalty: 968.220825
	Iteration 87Q: 3 clusters Score -2267514 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2267524.500000 Penalty: 968.220825
	Iteration 88Q: 3 clusters Score -2267524 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2267515.750000 Penalty: 968.220825
	Iteration 89Q: 3 clusters Score -2267516 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2267526.250000 Penalty: 968.220825
	Iteration 90Q: 3 clusters Score -2267526 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2267520.500000 Penalty: 968.220825
	Iteration 91Q: 3 clusters Score -2267520 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30729 members 
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Entering Unmasked Estep 
Score: -2267521.250000 Penalty: 968.220825
	Iteration 92Q: 3 clusters Score -2267521 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2267512.750000 Penalty: 968.220825
	Iteration 93Q: 3 clusters Score -2267513 nChanged 43
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2267511 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30854 members 
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Entering Unmasked Estep 
Score: -2267517.500000 Penalty: 968.220825
	Iteration 95Q: 3 clusters Score -2267518 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2267520 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2267525.000000 Penalty: 968.220825
	Iteration 97Q: 3 clusters Score -2267525 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2267528.500000 Penalty: 968.220825
	Iteration 98Q: 3 clusters Score -2267528 nChanged 59
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2267526 nChanged 66
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Mstep: Class 1 contains 31094 members 
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Entering Unmasked Estep 
Score: -2267528.500000 Penalty: 968.220825
	Iteration 100F: 3 clusters Score -2267528 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31161 members 
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Entering Unmasked Estep 
Score: -2267515.500000 Penalty: 968.220825
	Iteration 101Q: 3 clusters Score -2267516 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2267521.000000 Penalty: 968.220825
	Iteration 102Q: 3 clusters Score -2267521 nChanged 67
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Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2267524.750000 Penalty: 968.220825
	Iteration 103Q: 3 clusters Score -2267525 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2267535.500000 Penalty: 968.220825
	Iteration 104Q: 3 clusters Score -2267536 nChanged 70
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Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2267543.000000 Penalty: 968.220825
	Iteration 105Q: 3 clusters Score -2267543 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2267542.500000 Penalty: 968.220825
	Iteration 106Q: 3 clusters Score -2267542 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2267541.000000 Penalty: 968.220825
	Iteration 107Q: 3 clusters Score -2267541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2267541.000000 Penalty: 968.220825
	Iteration 108Q: 3 clusters Score -2267541 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2267541.250000 Penalty: 968.220825
	Iteration 109Q: 3 clusters Score -2267541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2267539.500000 Penalty: 968.220825
	Iteration 110Q: 3 clusters Score -2267540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2267539.000000 Penalty: 968.220825
	Iteration 111Q: 3 clusters Score -2267539 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2267541.500000 Penalty: 968.220825
	Iteration 112Q: 3 clusters Score -2267542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2267541.750000 Penalty: 968.220825
	Iteration 113Q: 3 clusters Score -2267542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2267544.250000 Penalty: 968.220825
	Iteration 114Q: 3 clusters Score -2267544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2267542.500000 Penalty: 968.220825
	Iteration 115Q: 3 clusters Score -2267542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2267543.000000 Penalty: 968.220825
	Iteration 116Q: 3 clusters Score -2267543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2267536.750000 Penalty: 968.220825
	Iteration 117Q: 3 clusters Score -2267537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2267536.500000 Penalty: 968.220825
	Iteration 118Q: 3 clusters Score -2267536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2267535.250000 Penalty: 968.220825
	Iteration 119Q: 3 clusters Score -2267535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2267536.000000 Penalty: 968.220825
	Iteration 120F: 3 clusters Score -2267536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2267542.750000 Penalty: 968.220825
	Iteration 121Q: 3 clusters Score -2267543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2267545.750000 Penalty: 968.220825
	Iteration 122Q: 3 clusters Score -2267546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2267542.000000 Penalty: 968.220825
	Iteration 123Q: 3 clusters Score -2267542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2267543.500000 Penalty: 968.220825
	Iteration 124Q: 3 clusters Score -2267544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2267547.250000 Penalty: 968.220825
	Iteration 125Q: 3 clusters Score -2267547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2267553.500000 Penalty: 968.220825
	Iteration 126Q: 3 clusters Score -2267554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2267553.500000 Penalty: 968.220825
	Iteration 127Q: 3 clusters Score -2267554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2267548.500000 Penalty: 968.220825
	Iteration 128Q: 3 clusters Score -2267548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2267548.500000 Penalty: 968.220825
	Iteration 129Q: 3 clusters Score -2267548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2267549.750000 Penalty: 968.220825
	Iteration 130Q: 3 clusters Score -2267550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2267547.250000 Penalty: 968.220825
	Iteration 131Q: 3 clusters Score -2267547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2267547.750000 Penalty: 968.220825
	Iteration 132Q: 3 clusters Score -2267548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2267545.250000 Penalty: 968.220825
	Iteration 133Q: 3 clusters Score -2267545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2267541.250000 Penalty: 968.220825
	Iteration 134Q: 3 clusters Score -2267541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2267540.500000 Penalty: 968.220825
	Iteration 135Q: 3 clusters Score -2267540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2267541.500000 Penalty: 968.220825
	Iteration 136Q: 3 clusters Score -2267542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2267543.250000 Penalty: 968.220825
	Iteration 137Q: 3 clusters Score -2267543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2267544.500000 Penalty: 968.220825
	Iteration 138Q: 3 clusters Score -2267544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2267543.250000 Penalty: 968.220825
	Iteration 139Q: 3 clusters Score -2267543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2267542.000000 Penalty: 968.220825
	Iteration 140F: 3 clusters Score -2267542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2267542.500000 Penalty: 968.220825
	Iteration 141Q: 3 clusters Score -2267542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2267544.500000 Penalty: 968.220825
	Iteration 142Q: 3 clusters Score -2267544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2267545.250000 Penalty: 968.220825
	Iteration 143Q: 3 clusters Score -2267545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2267545.250000 Penalty: 968.220825
	Iteration 144F: 3 clusters Score -2267545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Entering Unmasked Estep 
Score: -471825.093750 Penalty: 416.539856
	Iteration 0F: 2 clusters Score -471825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -465512.250000 Penalty: 833.079712
	Iteration 0F: 3 clusters Score -465512.2 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -467966.468750 Penalty: 833.079712
	Iteration 1F: 3 clusters Score -467966.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -468148.343750 Penalty: 833.079712
	Iteration 2Q: 3 clusters Score -468148.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -468376.812500 Penalty: 833.079712
	Iteration 3F: 3 clusters Score -468376.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -468660.281250 Penalty: 833.079712
	Iteration 4F: 3 clusters Score -468660.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -469032.375000 Penalty: 833.079712
	Iteration 5F: 3 clusters Score -469032.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -469456.437500 Penalty: 833.079712
	Iteration 6F: 3 clusters Score -469456.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -469754.437500 Penalty: 833.079712
	Iteration 7F: 3 clusters Score -469754.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -469902.281250 Penalty: 833.079712
	Iteration 8Q: 3 clusters Score -469902.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -469988.906250 Penalty: 833.079712
	Iteration 9Q: 3 clusters Score -469988.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -470049.781250 Penalty: 833.079712
	Iteration 10Q: 3 clusters Score -470049.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -470117.343750 Penalty: 833.079712
	Iteration 11Q: 3 clusters Score -470117.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -470192.156250 Penalty: 833.079712
	Iteration 12Q: 3 clusters Score -470192.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -470272.312500 Penalty: 833.079712
	Iteration 13Q: 3 clusters Score -470272.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -470344.500000 Penalty: 833.079712
	Iteration 14Q: 3 clusters Score -470344.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -470415.625000 Penalty: 833.079712
	Iteration 15Q: 3 clusters Score -470415.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -470496.468750 Penalty: 833.079712
	Iteration 16Q: 3 clusters Score -470496.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -470602.468750 Penalty: 833.079712
	Iteration 17Q: 3 clusters Score -470602.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -470745.312500 Penalty: 833.079712
	Iteration 18Q: 3 clusters Score -470745.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -470876.187500 Penalty: 833.079712
	Iteration 19Q: 3 clusters Score -470876.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -471014.875000 Penalty: 833.079712
	Iteration 20F: 3 clusters Score -471014.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -471151.000000 Penalty: 833.079712
	Iteration 21Q: 3 clusters Score -471151 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -471278.125000 Penalty: 833.079712
	Iteration 22Q: 3 clusters Score -471278.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -471380.687500 Penalty: 833.079712
	Iteration 23Q: 3 clusters Score -471380.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -471464.437500 Penalty: 833.079712
	Iteration 24Q: 3 clusters Score -471464.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -471517.406250 Penalty: 833.079712
	Iteration 25Q: 3 clusters Score -471517.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -471546.093750 Penalty: 833.079712
	Iteration 26Q: 3 clusters Score -471546.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -471557.687500 Penalty: 833.079712
	Iteration 27Q: 3 clusters Score -471557.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -471563.156250 Penalty: 833.079712
	Iteration 28Q: 3 clusters Score -471563.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -471566.281250 Penalty: 833.079712
	Iteration 29Q: 3 clusters Score -471566.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -471565.718750 Penalty: 833.079712
	Iteration 30Q: 3 clusters Score -471565.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -471567.843750 Penalty: 833.079712
	Iteration 31Q: 3 clusters Score -471567.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -471567.687500 Penalty: 833.079712
	Iteration 32Q: 3 clusters Score -471567.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -471567.812500 Penalty: 833.079712
	Iteration 33Q: 3 clusters Score -471567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -471569.031250 Penalty: 833.079712
	Iteration 34Q: 3 clusters Score -471569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -471569.187500 Penalty: 833.079712
	Iteration 35Q: 3 clusters Score -471569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -471570.937500 Penalty: 833.079712
	Iteration 36Q: 3 clusters Score -471570.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -471570.656250 Penalty: 833.079712
	Iteration 37Q: 3 clusters Score -471570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -471570.906250 Penalty: 833.079712
	Iteration 38Q: 3 clusters Score -471570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -471571.281250 Penalty: 833.079712
	Iteration 39Q: 3 clusters Score -471571.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -471570.875000 Penalty: 833.079712
	Iteration 40F: 3 clusters Score -471570.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -471571.031250 Penalty: 833.079712
	Iteration 41Q: 3 clusters Score -471571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -471573.218750 Penalty: 833.079712
	Iteration 42Q: 3 clusters Score -471573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -471573.437500 Penalty: 833.079712
	Iteration 43Q: 3 clusters Score -471573.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -471574.031250 Penalty: 833.079712
	Iteration 44Q: 3 clusters Score -471574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -471573.093750 Penalty: 833.079712
	Iteration 45Q: 3 clusters Score -471573.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -471573.656250 Penalty: 833.079712
	Iteration 46Q: 3 clusters Score -471573.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -471573.781250 Penalty: 833.079712
	Iteration 47Q: 3 clusters Score -471573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -471573.718750 Penalty: 833.079712
	Iteration 48Q: 3 clusters Score -471573.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -471573.968750 Penalty: 833.079712
	Iteration 49Q: 3 clusters Score -471574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -471574.093750 Penalty: 833.079712
	Iteration 50Q: 3 clusters Score -471574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -471575.937500 Penalty: 833.079712
	Iteration 51Q: 3 clusters Score -471575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -471575.718750 Penalty: 833.079712
	Iteration 52Q: 3 clusters Score -471575.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -471575.718750 Penalty: 833.079712
	Iteration 53F: 3 clusters Score -471575.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -135201.984375 Penalty: 357.090973
	Iteration 0F: 2 clusters Score -135202 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 1252 members 
Entering Unmasked Estep 
Score: -133406.265625 Penalty: 714.181946
	Iteration 0F: 3 clusters Score -133406.3 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -133991.750000 Penalty: 714.181946
	Iteration 1F: 3 clusters Score -133991.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -134057.125000 Penalty: 714.181946
	Iteration 2F: 3 clusters Score -134057.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -134123.734375 Penalty: 714.181946
	Iteration 3Q: 3 clusters Score -134123.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -134207.218750 Penalty: 714.181946
	Iteration 4F: 3 clusters Score -134207.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -134314.078125 Penalty: 714.181946
	Iteration 5F: 3 clusters Score -134314.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -134432.296875 Penalty: 714.181946
	Iteration 6F: 3 clusters Score -134432.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134534.000000 Penalty: 714.181946
	Iteration 7Q: 3 clusters Score -134534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -134617.906250 Penalty: 714.181946
	Iteration 8Q: 3 clusters Score -134617.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -134693.656250 Penalty: 714.181946
	Iteration 9Q: 3 clusters Score -134693.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -134747.843750 Penalty: 714.181946
	Iteration 10Q: 3 clusters Score -134747.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -134794.093750 Penalty: 714.181946
	Iteration 11Q: 3 clusters Score -134794.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -134827.453125 Penalty: 714.181946
	Iteration 12Q: 3 clusters Score -134827.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -134844.953125 Penalty: 714.181946
	Iteration 13Q: 3 clusters Score -134845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -134859.140625 Penalty: 714.181946
	Iteration 14Q: 3 clusters Score -134859.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -134867.656250 Penalty: 714.181946
	Iteration 15Q: 3 clusters Score -134867.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -134873.546875 Penalty: 714.181946
	Iteration 16Q: 3 clusters Score -134873.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -134877.390625 Penalty: 714.181946
	Iteration 17Q: 3 clusters Score -134877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -134878.625000 Penalty: 714.181946
	Iteration 18Q: 3 clusters Score -134878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -134880.468750 Penalty: 714.181946
	Iteration 19Q: 3 clusters Score -134880.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -134882.375000 Penalty: 714.181946
	Iteration 20F: 3 clusters Score -134882.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -134885.812500 Penalty: 714.181946
	Iteration 21Q: 3 clusters Score -134885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -134889.125000 Penalty: 714.181946
	Iteration 22Q: 3 clusters Score -134889.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -134890.359375 Penalty: 714.181946
	Iteration 23Q: 3 clusters Score -134890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -134892.140625 Penalty: 714.181946
	Iteration 24Q: 3 clusters Score -134892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -134893.359375 Penalty: 714.181946
	Iteration 25Q: 3 clusters Score -134893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -134894.062500 Penalty: 714.181946
	Iteration 26Q: 3 clusters Score -134894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -134894.421875 Penalty: 714.181946
	Iteration 27Q: 3 clusters Score -134894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -134894.609375 Penalty: 714.181946
	Iteration 28Q: 3 clusters Score -134894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -134894.687500 Penalty: 714.181946
	Iteration 29Q: 3 clusters Score -134894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -134894.687500 Penalty: 714.181946
	Iteration 30F: 3 clusters Score -134894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Entering Unmasked Estep 
Score: -720520.187500 Penalty: 431.200165
	Iteration 0F: 2 clusters Score -720520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -711857.000000 Penalty: 862.400330
	Iteration 0F: 3 clusters Score -711857 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -715314.375000 Penalty: 862.400330
	Iteration 1F: 3 clusters Score -715314.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -715599.812500 Penalty: 862.400330
	Iteration 2F: 3 clusters Score -715599.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -715944.875000 Penalty: 862.400330
	Iteration 3F: 3 clusters Score -715944.9 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -716428.500000 Penalty: 862.400330
	Iteration 4F: 3 clusters Score -716428.5 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -717162.937500 Penalty: 862.400330
	Iteration 5F: 3 clusters Score -717162.9 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -718198.500000 Penalty: 862.400330
	Iteration 6F: 3 clusters Score -718198.5 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -719190.250000 Penalty: 862.400330
	Iteration 7F: 3 clusters Score -719190.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -719817.625000 Penalty: 862.400330
	Iteration 8Q: 3 clusters Score -719817.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -720068.875000 Penalty: 862.400330
	Iteration 9Q: 3 clusters Score -720068.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -720140.500000 Penalty: 862.400330
	Iteration 10Q: 3 clusters Score -720140.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -720156.562500 Penalty: 862.400330
	Iteration 11Q: 3 clusters Score -720156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -720158.625000 Penalty: 862.400330
	Iteration 12Q: 3 clusters Score -720158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -720163.062500 Penalty: 862.400330
	Iteration 13Q: 3 clusters Score -720163.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -720167.937500 Penalty: 862.400330
	Iteration 14Q: 3 clusters Score -720167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -720167.750000 Penalty: 862.400330
	Iteration 15Q: 3 clusters Score -720167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -720168.187500 Penalty: 862.400330
	Iteration 16Q: 3 clusters Score -720168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -720168.187500 Penalty: 862.400330
	Iteration 17F: 3 clusters Score -720168.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Entering Unmasked Estep 
Score: -303671.000000 Penalty: 394.621460
	Iteration 0F: 2 clusters Score -303671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -299650.468750 Penalty: 789.242920
	Iteration 0F: 3 clusters Score -299650.5 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -301100.906250 Penalty: 789.242920
	Iteration 1F: 3 clusters Score -301100.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -301273.281250 Penalty: 789.242920
	Iteration 2F: 3 clusters Score -301273.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -301547.406250 Penalty: 789.242920
	Iteration 3F: 3 clusters Score -301547.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -301980.781250 Penalty: 789.242920
	Iteration 4F: 3 clusters Score -301980.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -302451.968750 Penalty: 789.242920
	Iteration 5F: 3 clusters Score -302452 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -302814.718750 Penalty: 789.242920
	Iteration 6F: 3 clusters Score -302814.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -303024.468750 Penalty: 789.242920
	Iteration 7F: 3 clusters Score -303024.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -303094.281250 Penalty: 789.242920
	Iteration 8Q: 3 clusters Score -303094.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -303131.250000 Penalty: 789.242920
	Iteration 9Q: 3 clusters Score -303131.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -303163.250000 Penalty: 789.242920
	Iteration 10Q: 3 clusters Score -303163.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -303185.625000 Penalty: 789.242920
	Iteration 11Q: 3 clusters Score -303185.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -303199.750000 Penalty: 789.242920
	Iteration 12Q: 3 clusters Score -303199.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -303214.062500 Penalty: 789.242920
	Iteration 13Q: 3 clusters Score -303214.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -303230.750000 Penalty: 789.242920
	Iteration 14Q: 3 clusters Score -303230.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -303240.343750 Penalty: 789.242920
	Iteration 15Q: 3 clusters Score -303240.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -303247.468750 Penalty: 789.242920
	Iteration 16Q: 3 clusters Score -303247.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -303254.375000 Penalty: 789.242920
	Iteration 17Q: 3 clusters Score -303254.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -303261.500000 Penalty: 789.242920
	Iteration 18Q: 3 clusters Score -303261.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -303267.937500 Penalty: 789.242920
	Iteration 19Q: 3 clusters Score -303267.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -303274.875000 Penalty: 789.242920
	Iteration 20F: 3 clusters Score -303274.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -303283.687500 Penalty: 789.242920
	Iteration 21Q: 3 clusters Score -303283.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -303292.500000 Penalty: 789.242920
	Iteration 22Q: 3 clusters Score -303292.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -303298.968750 Penalty: 789.242920
	Iteration 23Q: 3 clusters Score -303299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -303305.031250 Penalty: 789.242920
	Iteration 24Q: 3 clusters Score -303305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -303307.937500 Penalty: 789.242920
	Iteration 25Q: 3 clusters Score -303307.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -303315.718750 Penalty: 789.242920
	Iteration 26Q: 3 clusters Score -303315.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -303325.437500 Penalty: 789.242920
	Iteration 27Q: 3 clusters Score -303325.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -303340.468750 Penalty: 789.242920
	Iteration 28Q: 3 clusters Score -303340.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -303360.156250 Penalty: 789.242920
	Iteration 29Q: 3 clusters Score -303360.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -303383.406250 Penalty: 789.242920
	Iteration 30Q: 3 clusters Score -303383.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -303414.406250 Penalty: 789.242920
	Iteration 31Q: 3 clusters Score -303414.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -303437.437500 Penalty: 789.242920
	Iteration 32Q: 3 clusters Score -303437.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -303451.062500 Penalty: 789.242920
	Iteration 33Q: 3 clusters Score -303451.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -303466.031250 Penalty: 789.242920
	Iteration 34Q: 3 clusters Score -303466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -303474.937500 Penalty: 789.242920
	Iteration 35Q: 3 clusters Score -303474.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -303480.718750 Penalty: 789.242920
	Iteration 36Q: 3 clusters Score -303480.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -303486.156250 Penalty: 789.242920
	Iteration 37Q: 3 clusters Score -303486.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -303491.500000 Penalty: 789.242920
	Iteration 38Q: 3 clusters Score -303491.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -303495.312500 Penalty: 789.242920
	Iteration 39Q: 3 clusters Score -303495.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -303499.437500 Penalty: 789.242920
	Iteration 40F: 3 clusters Score -303499.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -303505.125000 Penalty: 789.242920
	Iteration 41Q: 3 clusters Score -303505.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -303513.062500 Penalty: 789.242920
	Iteration 42Q: 3 clusters Score -303513.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -303520.031250 Penalty: 789.242920
	Iteration 43Q: 3 clusters Score -303520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -303522.656250 Penalty: 789.242920
	Iteration 44Q: 3 clusters Score -303522.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -303524.406250 Penalty: 789.242920
	Iteration 45Q: 3 clusters Score -303524.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -303527.468750 Penalty: 789.242920
	Iteration 46Q: 3 clusters Score -303527.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -303529.437500 Penalty: 789.242920
	Iteration 47Q: 3 clusters Score -303529.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -303530.781250 Penalty: 789.242920
	Iteration 48Q: 3 clusters Score -303530.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -303532.000000 Penalty: 789.242920
	Iteration 49Q: 3 clusters Score -303532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -303532.968750 Penalty: 789.242920
	Iteration 50Q: 3 clusters Score -303533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -303533.625000 Penalty: 789.242920
	Iteration 51Q: 3 clusters Score -303533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -303534.343750 Penalty: 789.242920
	Iteration 52Q: 3 clusters Score -303534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -303534.468750 Penalty: 789.242920
	Iteration 53Q: 3 clusters Score -303534.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -303534.968750 Penalty: 789.242920
	Iteration 54Q: 3 clusters Score -303535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -303535.000000 Penalty: 789.242920
	Iteration 55Q: 3 clusters Score -303535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -303534.093750 Penalty: 789.242920
	Iteration 56Q: 3 clusters Score -303534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -303535.312500 Penalty: 789.242920
	Iteration 57Q: 3 clusters Score -303535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -303535.750000 Penalty: 789.242920
	Iteration 58Q: 3 clusters Score -303535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -303535.906250 Penalty: 789.242920
	Iteration 59Q: 3 clusters Score -303535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -303535.750000 Penalty: 789.242920
	Iteration 60F: 3 clusters Score -303535.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (151007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151007 members 
Entering Unmasked Estep 
Score: -7856510.500000 Penalty: 542.591187
	Iteration 0F: 2 clusters Score -7856510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -7755020.000000 Penalty: 1085.182373
	Iteration 0F: 3 clusters Score -7755020 nChanged 74115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -7801160.500000 Penalty: 1085.182373
	Iteration 1F: 3 clusters Score -7801160 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78031 members 
Mstep: Class 2 contains 72976 members 
Entering Unmasked Estep 
Score: -7803187.500000 Penalty: 1085.182373
	Iteration 2Q: 3 clusters Score -7803188 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -7806119.500000 Penalty: 1085.182373
	Iteration 3Q: 3 clusters Score -7806120 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 68333 members 
Entering Unmasked Estep 
Score: -7810511.500000 Penalty: 1085.182373
	Iteration 4F: 3 clusters Score -7810512 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -7817750.000000 Penalty: 1085.182373
	Iteration 5F: 3 clusters Score -7817750 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 62212 members 
Entering Unmasked Estep 
Score: -7826981.000000 Penalty: 1085.182373
	Iteration 6F: 3 clusters Score -7826981 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -7832510.500000 Penalty: 1085.182373
	Iteration 7F: 3 clusters Score -7832510 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -7834227.000000 Penalty: 1085.182373
	Iteration 8Q: 3 clusters Score -7834227 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93563 members 
Mstep: Class 2 contains 57444 members 
Entering Unmasked Estep 
Score: -7834869.500000 Penalty: 1085.182373
	Iteration 9Q: 3 clusters Score -7834870 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94937 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -7835430.500000 Penalty: 1085.182373
	Iteration 10Q: 3 clusters Score -7835430 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -7835985.500000 Penalty: 1085.182373
	Iteration 11Q: 3 clusters Score -7835986 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -7836485.000000 Penalty: 1085.182373
	Iteration 12Q: 3 clusters Score -7836485 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98757 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -7837009.500000 Penalty: 1085.182373
	Iteration 13Q: 3 clusters Score -7837010 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -7837447.500000 Penalty: 1085.182373
	Iteration 14Q: 3 clusters Score -7837448 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -7837851.500000 Penalty: 1085.182373
	Iteration 15Q: 3 clusters Score -7837852 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -7838223.000000 Penalty: 1085.182373
	Iteration 16Q: 3 clusters Score -7838223 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103652 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -7838617.500000 Penalty: 1085.182373
	Iteration 17Q: 3 clusters Score -7838618 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -7838940.500000 Penalty: 1085.182373
	Iteration 18Q: 3 clusters Score -7838940 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -7839283.500000 Penalty: 1085.182373
	Iteration 19Q: 3 clusters Score -7839284 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106927 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -7839590.500000 Penalty: 1085.182373
	Iteration 20F: 3 clusters Score -7839590 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -7839952.500000 Penalty: 1085.182373
	Iteration 21Q: 3 clusters Score -7839952 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109092 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -7840254.000000 Penalty: 1085.182373
	Iteration 22Q: 3 clusters Score -7840254 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110179 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -7840559.500000 Penalty: 1085.182373
	Iteration 23Q: 3 clusters Score -7840560 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111234 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -7840858.000000 Penalty: 1085.182373
	Iteration 24Q: 3 clusters Score -7840858 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112260 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -7841151.500000 Penalty: 1085.182373
	Iteration 25Q: 3 clusters Score -7841152 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113278 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -7841401.500000 Penalty: 1085.182373
	Iteration 26Q: 3 clusters Score -7841402 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114261 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -7841675.500000 Penalty: 1085.182373
	Iteration 27Q: 3 clusters Score -7841676 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115277 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -7841987.000000 Penalty: 1085.182373
	Iteration 28Q: 3 clusters Score -7841987 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -7842303.000000 Penalty: 1085.182373
	Iteration 29Q: 3 clusters Score -7842303 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117292 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -7842557.000000 Penalty: 1085.182373
	Iteration 30Q: 3 clusters Score -7842557 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118293 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -7842865.000000 Penalty: 1085.182373
	Iteration 31Q: 3 clusters Score -7842865 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119341 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -7843208.500000 Penalty: 1085.182373
	Iteration 32Q: 3 clusters Score -7843208 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120436 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -7843599.500000 Penalty: 1085.182373
	Iteration 33Q: 3 clusters Score -7843600 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121572 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -7844008.000000 Penalty: 1085.182373
	Iteration 34Q: 3 clusters Score -7844008 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122696 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -7844354.000000 Penalty: 1085.182373
	Iteration 35Q: 3 clusters Score -7844354 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123760 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -7844740.000000 Penalty: 1085.182373
	Iteration 36Q: 3 clusters Score -7844740 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124807 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -7845165.500000 Penalty: 1085.182373
	Iteration 37Q: 3 clusters Score -7845166 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125876 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -7845562.000000 Penalty: 1085.182373
	Iteration 38Q: 3 clusters Score -7845562 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126910 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -7845997.500000 Penalty: 1085.182373
	Iteration 39Q: 3 clusters Score -7845998 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127970 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -7846441.500000 Penalty: 1085.182373
	Iteration 40F: 3 clusters Score -7846442 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129049 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -7846832.000000 Penalty: 1085.182373
	Iteration 41Q: 3 clusters Score -7846832 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130087 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -7847236.000000 Penalty: 1085.182373
	Iteration 42Q: 3 clusters Score -7847236 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131103 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -7847650.500000 Penalty: 1085.182373
	Iteration 43Q: 3 clusters Score -7847650 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132120 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -7848029.000000 Penalty: 1085.182373
	Iteration 44Q: 3 clusters Score -7848029 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133127 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -7848490.500000 Penalty: 1085.182373
	Iteration 45Q: 3 clusters Score -7848490 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134162 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -7848945.500000 Penalty: 1085.182373
	Iteration 46Q: 3 clusters Score -7848946 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135138 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -7849360.000000 Penalty: 1085.182373
	Iteration 47Q: 3 clusters Score -7849360 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136126 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -7849746.000000 Penalty: 1085.182373
	Iteration 48Q: 3 clusters Score -7849746 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137074 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -7850108.000000 Penalty: 1085.182373
	Iteration 49Q: 3 clusters Score -7850108 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137968 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -7850428.000000 Penalty: 1085.182373
	Iteration 50Q: 3 clusters Score -7850428 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -7850768.500000 Penalty: 1085.182373
	Iteration 51Q: 3 clusters Score -7850768 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139733 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -7851087.500000 Penalty: 1085.182373
	Iteration 52Q: 3 clusters Score -7851088 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140520 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -7851412.000000 Penalty: 1085.182373
	Iteration 53Q: 3 clusters Score -7851412 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141273 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -7851702.500000 Penalty: 1085.182373
	Iteration 54Q: 3 clusters Score -7851702 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141994 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -7852003.000000 Penalty: 1085.182373
	Iteration 55Q: 3 clusters Score -7852003 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142672 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -7852275.500000 Penalty: 1085.182373
	Iteration 56Q: 3 clusters Score -7852276 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143359 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -7852542.000000 Penalty: 1085.182373
	Iteration 57Q: 3 clusters Score -7852542 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144000 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -7852816.500000 Penalty: 1085.182373
	Iteration 58Q: 3 clusters Score -7852816 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144597 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -7853043.500000 Penalty: 1085.182373
	Iteration 59Q: 3 clusters Score -7853044 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145144 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -7853294.000000 Penalty: 1085.182373
	Iteration 60F: 3 clusters Score -7853294 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145657 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -7853536.000000 Penalty: 1085.182373
	Iteration 61Q: 3 clusters Score -7853536 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146153 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -7853814.000000 Penalty: 1085.182373
	Iteration 62Q: 3 clusters Score -7853814 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146642 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -7854096.500000 Penalty: 1085.182373
	Iteration 63Q: 3 clusters Score -7854096 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147083 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -7854312.000000 Penalty: 1085.182373
	Iteration 64Q: 3 clusters Score -7854312 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147461 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -7854564.000000 Penalty: 1085.182373
	Iteration 65Q: 3 clusters Score -7854564 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147781 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -7854760.500000 Penalty: 1085.182373
	Iteration 66Q: 3 clusters Score -7854760 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148082 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7854927.500000 Penalty: 1085.182373
	Iteration 67Q: 3 clusters Score -7854928 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148327 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7855047.000000 Penalty: 1085.182373
	Iteration 68Q: 3 clusters Score -7855047 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148545 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7855147.500000 Penalty: 1085.182373
	Iteration 69Q: 3 clusters Score -7855148 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7855242.000000 Penalty: 1085.182373
	Iteration 70Q: 3 clusters Score -7855242 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148888 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -7855346.000000 Penalty: 1085.182373
	Iteration 71Q: 3 clusters Score -7855346 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149023 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7855434.000000 Penalty: 1085.182373
	Iteration 72Q: 3 clusters Score -7855434 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149137 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7855508.500000 Penalty: 1085.182373
	Iteration 73Q: 3 clusters Score -7855508 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149252 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7855567.000000 Penalty: 1085.182373
	Iteration 74Q: 3 clusters Score -7855567 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149361 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7855637.000000 Penalty: 1085.182373
	Iteration 75Q: 3 clusters Score -7855637 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7855692.500000 Penalty: 1085.182373
	Iteration 76Q: 3 clusters Score -7855692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149526 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7855729.500000 Penalty: 1085.182373
	Iteration 77Q: 3 clusters Score -7855730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149589 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7855763.500000 Penalty: 1085.182373
	Iteration 78Q: 3 clusters Score -7855764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149661 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7855808.000000 Penalty: 1085.182373
	Iteration 79Q: 3 clusters Score -7855808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149717 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7855841.500000 Penalty: 1085.182373
	Iteration 80F: 3 clusters Score -7855842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149778 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7855881.000000 Penalty: 1085.182373
	Iteration 81Q: 3 clusters Score -7855881 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149832 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7855913.000000 Penalty: 1085.182373
	Iteration 82Q: 3 clusters Score -7855913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149869 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7855926.500000 Penalty: 1085.182373
	Iteration 83Q: 3 clusters Score -7855926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149898 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7855948.000000 Penalty: 1085.182373
	Iteration 84Q: 3 clusters Score -7855948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149932 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7855955.500000 Penalty: 1085.182373
	Iteration 85Q: 3 clusters Score -7855956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149964 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7855970.500000 Penalty: 1085.182373
	Iteration 86Q: 3 clusters Score -7855970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149983 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7855986.500000 Penalty: 1085.182373
	Iteration 87Q: 3 clusters Score -7855986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150003 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7855993.500000 Penalty: 1085.182373
	Iteration 88Q: 3 clusters Score -7855994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150018 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7855994.500000 Penalty: 1085.182373
	Iteration 89Q: 3 clusters Score -7855994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150027 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7855993.000000 Penalty: 1085.182373
	Iteration 90Q: 3 clusters Score -7855993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150031 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7855999.000000 Penalty: 1085.182373
	Iteration 91Q: 3 clusters Score -7855999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7855995.500000 Penalty: 1085.182373
	Iteration 92Q: 3 clusters Score -7855996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150040 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7855998.000000 Penalty: 1085.182373
	Iteration 93Q: 3 clusters Score -7855998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7856003.000000 Penalty: 1085.182373
	Iteration 94Q: 3 clusters Score -7856003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150069 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7855999.000000 Penalty: 1085.182373
	Iteration 95Q: 3 clusters Score -7855999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150077 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7855998.000000 Penalty: 1085.182373
	Iteration 96Q: 3 clusters Score -7855998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7856011.000000 Penalty: 1085.182373
	Iteration 97Q: 3 clusters Score -7856011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150086 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7856009.500000 Penalty: 1085.182373
	Iteration 98Q: 3 clusters Score -7856010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7856010.500000 Penalty: 1085.182373
	Iteration 99Q: 3 clusters Score -7856010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7856013.000000 Penalty: 1085.182373
	Iteration 100F: 3 clusters Score -7856013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7856013.500000 Penalty: 1085.182373
	Iteration 101Q: 3 clusters Score -7856014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150085 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7856019.000000 Penalty: 1085.182373
	Iteration 102Q: 3 clusters Score -7856019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150086 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7856021.500000 Penalty: 1085.182373
	Iteration 103Q: 3 clusters Score -7856022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150089 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7856020.000000 Penalty: 1085.182373
	Iteration 104Q: 3 clusters Score -7856020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150093 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7856019.000000 Penalty: 1085.182373
	Iteration 105Q: 3 clusters Score -7856019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150097 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7856020.000000 Penalty: 1085.182373
	Iteration 106Q: 3 clusters Score -7856020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7856021.000000 Penalty: 1085.182373
	Iteration 107Q: 3 clusters Score -7856021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150099 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7856021.000000 Penalty: 1085.182373
	Iteration 108Q: 3 clusters Score -7856021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150099 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7856021.000000 Penalty: 1085.182373
	Iteration 109F: 3 clusters Score -7856021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -21276.884766 Penalty: 275.690094
	Iteration 0F: 2 clusters Score -21276.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20824.158203 Penalty: 551.380188
	Iteration 0F: 3 clusters Score -20824.16 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20930.851562 Penalty: 551.380188
	Iteration 1F: 3 clusters Score -20930.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20946.669922 Penalty: 551.380188
	Iteration 2F: 3 clusters Score -20946.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20956.121094 Penalty: 551.380188
	Iteration 3Q: 3 clusters Score -20956.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20968.416016 Penalty: 551.380188
	Iteration 4Q: 3 clusters Score -20968.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20981.761719 Penalty: 551.380188
	Iteration 5Q: 3 clusters Score -20981.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20985.708984 Penalty: 551.380188
	Iteration 6Q: 3 clusters Score -20985.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -20989.369141 Penalty: 551.380188
	Iteration 7Q: 3 clusters Score -20989.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20990.130859 Penalty: 551.380188
	Iteration 8Q: 3 clusters Score -20990.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -20990.492188 Penalty: 551.380188
	Iteration 9Q: 3 clusters Score -20990.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20990.738281 Penalty: 551.380188
	Iteration 10Q: 3 clusters Score -20990.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -20990.886719 Penalty: 551.380188
	Iteration 11Q: 3 clusters Score -20990.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -20990.984375 Penalty: 551.380188
	Iteration 12Q: 3 clusters Score -20990.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -20991.318359 Penalty: 551.380188
	Iteration 13Q: 3 clusters Score -20991.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -20992.708984 Penalty: 551.380188
	Iteration 14Q: 3 clusters Score -20992.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20994.722656 Penalty: 551.380188
	Iteration 15Q: 3 clusters Score -20994.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -20999.074219 Penalty: 551.380188
	Iteration 16Q: 3 clusters Score -20999.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -20999.951172 Penalty: 551.380188
	Iteration 17Q: 3 clusters Score -20999.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21000.310547 Penalty: 551.380188
	Iteration 18Q: 3 clusters Score -21000.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21000.310547 Penalty: 551.380188
	Iteration 19F: 3 clusters Score -21000.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -160695.468750 Penalty: 364.757507
	Iteration 0F: 2 clusters Score -160695.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -158601.500000 Penalty: 729.515015
	Iteration 0F: 3 clusters Score -158601.5 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -159339.437500 Penalty: 729.515015
	Iteration 1F: 3 clusters Score -159339.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -159494.500000 Penalty: 729.515015
	Iteration 2F: 3 clusters Score -159494.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -159699.765625 Penalty: 729.515015
	Iteration 3F: 3 clusters Score -159699.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -159934.953125 Penalty: 729.515015
	Iteration 4F: 3 clusters Score -159935 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -160151.453125 Penalty: 729.515015
	Iteration 5F: 3 clusters Score -160151.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -160316.109375 Penalty: 729.515015
	Iteration 6F: 3 clusters Score -160316.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -160431.984375 Penalty: 729.515015
	Iteration 7F: 3 clusters Score -160432 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -160506.265625 Penalty: 729.515015
	Iteration 8Q: 3 clusters Score -160506.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -160558.343750 Penalty: 729.515015
	Iteration 9Q: 3 clusters Score -160558.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -160589.468750 Penalty: 729.515015
	Iteration 10Q: 3 clusters Score -160589.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -160604.046875 Penalty: 729.515015
	Iteration 11Q: 3 clusters Score -160604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -160614.250000 Penalty: 729.515015
	Iteration 12Q: 3 clusters Score -160614.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -160619.125000 Penalty: 729.515015
	Iteration 13Q: 3 clusters Score -160619.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -160621.875000 Penalty: 729.515015
	Iteration 14Q: 3 clusters Score -160621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -160622.640625 Penalty: 729.515015
	Iteration 15Q: 3 clusters Score -160622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -160622.953125 Penalty: 729.515015
	Iteration 16Q: 3 clusters Score -160623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -160623.250000 Penalty: 729.515015
	Iteration 17Q: 3 clusters Score -160623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -160623.796875 Penalty: 729.515015
	Iteration 18Q: 3 clusters Score -160623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -160623.937500 Penalty: 729.515015
	Iteration 19Q: 3 clusters Score -160623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -160624.671875 Penalty: 729.515015
	Iteration 20F: 3 clusters Score -160624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -160624.671875 Penalty: 729.515015
	Iteration 21Q: 3 clusters Score -160624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -160624.750000 Penalty: 729.515015
	Iteration 22Q: 3 clusters Score -160624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -160625.281250 Penalty: 729.515015
	Iteration 23Q: 3 clusters Score -160625.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -160625.625000 Penalty: 729.515015
	Iteration 24Q: 3 clusters Score -160625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -160625.625000 Penalty: 729.515015
	Iteration 25F: 3 clusters Score -160625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Entering Unmasked Estep 
Score: -774670.562500 Penalty: 435.102203
	Iteration 0F: 2 clusters Score -774670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -765134.937500 Penalty: 870.204407
	Iteration 0F: 3 clusters Score -765134.9 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -769394.125000 Penalty: 870.204407
	Iteration 1F: 3 clusters Score -769394.1 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -769892.812500 Penalty: 870.204407
	Iteration 2F: 3 clusters Score -769892.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -770549.562500 Penalty: 870.204407
	Iteration 3F: 3 clusters Score -770549.6 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -771349.125000 Penalty: 870.204407
	Iteration 4F: 3 clusters Score -771349.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -772067.000000 Penalty: 870.204407
	Iteration 5F: 3 clusters Score -772067 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -772541.500000 Penalty: 870.204407
	Iteration 6Q: 3 clusters Score -772541.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -772862.250000 Penalty: 870.204407
	Iteration 7Q: 3 clusters Score -772862.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -773139.125000 Penalty: 870.204407
	Iteration 8Q: 3 clusters Score -773139.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -773350.875000 Penalty: 870.204407
	Iteration 9Q: 3 clusters Score -773350.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -773500.437500 Penalty: 870.204407
	Iteration 10Q: 3 clusters Score -773500.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -773611.687500 Penalty: 870.204407
	Iteration 11Q: 3 clusters Score -773611.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -773690.000000 Penalty: 870.204407
	Iteration 12Q: 3 clusters Score -773690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -773769.875000 Penalty: 870.204407
	Iteration 13Q: 3 clusters Score -773769.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -773849.937500 Penalty: 870.204407
	Iteration 14Q: 3 clusters Score -773849.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -773924.437500 Penalty: 870.204407
	Iteration 15Q: 3 clusters Score -773924.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -773973.625000 Penalty: 870.204407
	Iteration 16Q: 3 clusters Score -773973.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -774012.562500 Penalty: 870.204407
	Iteration 17Q: 3 clusters Score -774012.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -774048.312500 Penalty: 870.204407
	Iteration 18Q: 3 clusters Score -774048.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -774069.187500 Penalty: 870.204407
	Iteration 19Q: 3 clusters Score -774069.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -774085.750000 Penalty: 870.204407
	Iteration 20F: 3 clusters Score -774085.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -774096.750000 Penalty: 870.204407
	Iteration 21Q: 3 clusters Score -774096.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -774104.500000 Penalty: 870.204407
	Iteration 22Q: 3 clusters Score -774104.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -774110.937500 Penalty: 870.204407
	Iteration 23Q: 3 clusters Score -774110.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -774117.750000 Penalty: 870.204407
	Iteration 24Q: 3 clusters Score -774117.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -774121.875000 Penalty: 870.204407
	Iteration 25Q: 3 clusters Score -774121.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -774126.937500 Penalty: 870.204407
	Iteration 26Q: 3 clusters Score -774126.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -774130.062500 Penalty: 870.204407
	Iteration 27Q: 3 clusters Score -774130.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -774132.562500 Penalty: 870.204407
	Iteration 28Q: 3 clusters Score -774132.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -774135.062500 Penalty: 870.204407
	Iteration 29Q: 3 clusters Score -774135.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -774137.625000 Penalty: 870.204407
	Iteration 30Q: 3 clusters Score -774137.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -774137.875000 Penalty: 870.204407
	Iteration 31Q: 3 clusters Score -774137.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -774140.437500 Penalty: 870.204407
	Iteration 32Q: 3 clusters Score -774140.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -774142.312500 Penalty: 870.204407
	Iteration 33Q: 3 clusters Score -774142.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -774140.625000 Penalty: 870.204407
	Iteration 34Q: 3 clusters Score -774140.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -774142.125000 Penalty: 870.204407
	Iteration 35Q: 3 clusters Score -774142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -774142.000000 Penalty: 870.204407
	Iteration 36Q: 3 clusters Score -774142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -774141.062500 Penalty: 870.204407
	Iteration 37Q: 3 clusters Score -774141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -774141.187500 Penalty: 870.204407
	Iteration 38Q: 3 clusters Score -774141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -774142.125000 Penalty: 870.204407
	Iteration 39Q: 3 clusters Score -774142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -774142.375000 Penalty: 870.204407
	Iteration 40F: 3 clusters Score -774142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -774141.062500 Penalty: 870.204407
	Iteration 41Q: 3 clusters Score -774141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -774142.625000 Penalty: 870.204407
	Iteration 42Q: 3 clusters Score -774142.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -774142.187500 Penalty: 870.204407
	Iteration 43Q: 3 clusters Score -774142.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -774142.312500 Penalty: 870.204407
	Iteration 44Q: 3 clusters Score -774142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -774143.187500 Penalty: 870.204407
	Iteration 45Q: 3 clusters Score -774143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -774144.875000 Penalty: 870.204407
	Iteration 46Q: 3 clusters Score -774144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -774143.937500 Penalty: 870.204407
	Iteration 47Q: 3 clusters Score -774143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -774144.187500 Penalty: 870.204407
	Iteration 48Q: 3 clusters Score -774144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -774144.187500 Penalty: 870.204407
	Iteration 49F: 3 clusters Score -774144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Entering Unmasked Estep 
Score: -607267.437500 Penalty: 423.998901
	Iteration 0F: 2 clusters Score -607267.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -599779.750000 Penalty: 847.997803
	Iteration 0F: 3 clusters Score -599779.8 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -602937.437500 Penalty: 847.997803
	Iteration 1F: 3 clusters Score -602937.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -603338.687500 Penalty: 847.997803
	Iteration 2F: 3 clusters Score -603338.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -603933.312500 Penalty: 847.997803
	Iteration 3F: 3 clusters Score -603933.3 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -604819.125000 Penalty: 847.997803
	Iteration 4F: 3 clusters Score -604819.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -605687.750000 Penalty: 847.997803
	Iteration 5F: 3 clusters Score -605687.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -606229.312500 Penalty: 847.997803
	Iteration 6Q: 3 clusters Score -606229.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -606542.000000 Penalty: 847.997803
	Iteration 7Q: 3 clusters Score -606542 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -606734.750000 Penalty: 847.997803
	Iteration 8Q: 3 clusters Score -606734.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -606845.375000 Penalty: 847.997803
	Iteration 9Q: 3 clusters Score -606845.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -606915.062500 Penalty: 847.997803
	Iteration 10Q: 3 clusters Score -606915.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -606944.875000 Penalty: 847.997803
	Iteration 11Q: 3 clusters Score -606944.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -606963.812500 Penalty: 847.997803
	Iteration 12Q: 3 clusters Score -606963.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -606976.187500 Penalty: 847.997803
	Iteration 13Q: 3 clusters Score -606976.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -606987.750000 Penalty: 847.997803
	Iteration 14Q: 3 clusters Score -606987.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -606995.500000 Penalty: 847.997803
	Iteration 15Q: 3 clusters Score -606995.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -606998.500000 Penalty: 847.997803
	Iteration 16Q: 3 clusters Score -606998.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -606999.687500 Penalty: 847.997803
	Iteration 17Q: 3 clusters Score -606999.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -606999.750000 Penalty: 847.997803
	Iteration 18Q: 3 clusters Score -606999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -607001.312500 Penalty: 847.997803
	Iteration 19Q: 3 clusters Score -607001.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -607001.500000 Penalty: 847.997803
	Iteration 20F: 3 clusters Score -607001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -607003.062500 Penalty: 847.997803
	Iteration 21Q: 3 clusters Score -607003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -607002.937500 Penalty: 847.997803
	Iteration 22Q: 3 clusters Score -607002.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -607003.562500 Penalty: 847.997803
	Iteration 23Q: 3 clusters Score -607003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -607004.375000 Penalty: 847.997803
	Iteration 24Q: 3 clusters Score -607004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -607003.812500 Penalty: 847.997803
	Iteration 25Q: 3 clusters Score -607003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -607004.750000 Penalty: 847.997803
	Iteration 26Q: 3 clusters Score -607004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -607005.000000 Penalty: 847.997803
	Iteration 27Q: 3 clusters Score -607005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -607005.437500 Penalty: 847.997803
	Iteration 28Q: 3 clusters Score -607005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -607005.562500 Penalty: 847.997803
	Iteration 29Q: 3 clusters Score -607005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -607005.375000 Penalty: 847.997803
	Iteration 30Q: 3 clusters Score -607005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -607005.812500 Penalty: 847.997803
	Iteration 31Q: 3 clusters Score -607005.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -607005.812500 Penalty: 847.997803
	Iteration 32F: 3 clusters Score -607005.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (92430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92430 members 
Entering Unmasked Estep 
Score: -4903367.000000 Penalty: 520.256409
	Iteration 0F: 2 clusters Score -4903367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -4841900.000000 Penalty: 1040.512817
	Iteration 0F: 3 clusters Score -4841900 nChanged 45094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -4871679.500000 Penalty: 1040.512817
	Iteration 1F: 3 clusters Score -4871680 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -4874946.500000 Penalty: 1040.512817
	Iteration 2F: 3 clusters Score -4874946 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -4879927.000000 Penalty: 1040.512817
	Iteration 3F: 3 clusters Score -4879927 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -4885397.500000 Penalty: 1040.512817
	Iteration 4F: 3 clusters Score -4885398 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -4889846.500000 Penalty: 1040.512817
	Iteration 5F: 3 clusters Score -4889846 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4892027 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4892924 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4893474 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -4893942.500000 Penalty: 1040.512817
	Iteration 9Q: 3 clusters Score -4893942 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4894468 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4895041 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 65392 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4895670 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -4896320.500000 Penalty: 1040.512817
	Iteration 13Q: 3 clusters Score -4896320 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -4897041.500000 Penalty: 1040.512817
	Iteration 14Q: 3 clusters Score -4897042 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 68592 members 
Entering Unmasked Estep 
Score: -4897706.500000 Penalty: 1040.512817
	Iteration 15Q: 3 clusters Score -4897706 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -4898390.500000 Penalty: 1040.512817
	Iteration 16Q: 3 clusters Score -4898390 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -4899066.500000 Penalty: 1040.512817
	Iteration 17Q: 3 clusters Score -4899066 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -4899690.500000 Penalty: 1040.512817
	Iteration 18Q: 3 clusters Score -4899690 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -4900216.500000 Penalty: 1040.512817
	Iteration 19Q: 3 clusters Score -4900216 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 72323 members 
Entering Unmasked Estep 
Score: -4900635.000000 Penalty: 1040.512817
	Iteration 20F: 3 clusters Score -4900635 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -4900972.500000 Penalty: 1040.512817
	Iteration 21Q: 3 clusters Score -4900972 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
Score: -4901280.500000 Penalty: 1040.512817
	Iteration 22Q: 3 clusters Score -4901280 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -4901468.000000 Penalty: 1040.512817
	Iteration 23Q: 3 clusters Score -4901468 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -4901612.500000 Penalty: 1040.512817
	Iteration 24Q: 3 clusters Score -4901612 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4901670 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 74030 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4901743 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -4901774.500000 Penalty: 1040.512817
	Iteration 27Q: 3 clusters Score -4901774 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -4901821.000000 Penalty: 1040.512817
	Iteration 28Q: 3 clusters Score -4901821 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -4901850.000000 Penalty: 1040.512817
	Iteration 29Q: 3 clusters Score -4901850 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -4901886.500000 Penalty: 1040.512817
	Iteration 30Q: 3 clusters Score -4901886 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -4901892.500000 Penalty: 1040.512817
	Iteration 31Q: 3 clusters Score -4901892 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 74509 members 
Entering Unmasked Estep 
Score: -4901911.500000 Penalty: 1040.512817
	Iteration 32Q: 3 clusters Score -4901912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
Score: -4901940.000000 Penalty: 1040.512817
	Iteration 33Q: 3 clusters Score -4901940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 74606 members 
Entering Unmasked Estep 
Score: -4901949.000000 Penalty: 1040.512817
	Iteration 34Q: 3 clusters Score -4901949 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 74657 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4901943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 74728 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4901944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -4901960.000000 Penalty: 1040.512817
	Iteration 37Q: 3 clusters Score -4901960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4901970 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -4901967.000000 Penalty: 1040.512817
	Iteration 39Q: 3 clusters Score -4901967 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 75093 members 
Entering Unmasked Estep 
Score: -4901985.500000 Penalty: 1040.512817
	Iteration 40F: 3 clusters Score -4901986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -4902029.000000 Penalty: 1040.512817
	Iteration 41Q: 3 clusters Score -4902029 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -4902035.500000 Penalty: 1040.512817
	Iteration 42Q: 3 clusters Score -4902036 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 75449 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4902043 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -4902064.500000 Penalty: 1040.512817
	Iteration 44Q: 3 clusters Score -4902064 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 75664 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4902066 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -4902095.500000 Penalty: 1040.512817
	Iteration 46Q: 3 clusters Score -4902096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 75890 members 
Entering Unmasked Estep 
Score: -4902118.500000 Penalty: 1040.512817
	Iteration 47Q: 3 clusters Score -4902118 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -4902135.000000 Penalty: 1040.512817
	Iteration 48Q: 3 clusters Score -4902135 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4902134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -4902148.500000 Penalty: 1040.512817
	Iteration 50Q: 3 clusters Score -4902148 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -4902169.000000 Penalty: 1040.512817
	Iteration 51Q: 3 clusters Score -4902169 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -4902199.000000 Penalty: 1040.512817
	Iteration 52Q: 3 clusters Score -4902199 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 76905 members 
Entering Unmasked Estep 
Score: -4902195.000000 Penalty: 1040.512817
	Iteration 53Q: 3 clusters Score -4902195 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -4902208.000000 Penalty: 1040.512817
	Iteration 54Q: 3 clusters Score -4902208 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 77402 members 
Entering Unmasked Estep 
Score: -4902209.000000 Penalty: 1040.512817
	Iteration 55Q: 3 clusters Score -4902209 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -4902226.500000 Penalty: 1040.512817
	Iteration 56Q: 3 clusters Score -4902226 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -4902228.500000 Penalty: 1040.512817
	Iteration 57Q: 3 clusters Score -4902228 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -4902242.500000 Penalty: 1040.512817
	Iteration 58Q: 3 clusters Score -4902242 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4902270 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -4902298.500000 Penalty: 1040.512817
	Iteration 60F: 3 clusters Score -4902298 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -4902312.000000 Penalty: 1040.512817
	Iteration 61Q: 3 clusters Score -4902312 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -4902319.500000 Penalty: 1040.512817
	Iteration 62Q: 3 clusters Score -4902320 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -4902311.000000 Penalty: 1040.512817
	Iteration 63Q: 3 clusters Score -4902311 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -4902297.000000 Penalty: 1040.512817
	Iteration 64Q: 3 clusters Score -4902297 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -4902301.500000 Penalty: 1040.512817
	Iteration 65Q: 3 clusters Score -4902302 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4902306 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -4902286.500000 Penalty: 1040.512817
	Iteration 67Q: 3 clusters Score -4902286 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4902284 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4902274 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 83044 members 
Entering Unmasked Estep 
Score: -4902247.500000 Penalty: 1040.512817
	Iteration 70Q: 3 clusters Score -4902248 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -4902213.000000 Penalty: 1040.512817
	Iteration 71Q: 3 clusters Score -4902213 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4902296 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 84797 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4902290 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 85388 members 
Entering Unmasked Estep 
Score: -4902325.000000 Penalty: 1040.512817
	Iteration 74Q: 3 clusters Score -4902325 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4902347 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4902392 nChanged 569
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4902430 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 87657 members 
Entering Unmasked Estep 
Score: -4902423.500000 Penalty: 1040.512817
	Iteration 78Q: 3 clusters Score -4902424 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4902490 nChanged 486
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 88640 members 
Entering Unmasked Estep 
Score: -4902504.000000 Penalty: 1040.512817
	Iteration 80F: 3 clusters Score -4902504 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4902564 nChanged 430
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 89520 members 
Entering Unmasked Estep 
Score: -4902632.000000 Penalty: 1040.512817
	Iteration 82Q: 3 clusters Score -4902632 nChanged 381
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4902671 nChanged 366
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 90265 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4902749 nChanged 345
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Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 90610 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4902816 nChanged 322
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Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 90930 members 
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	Iteration 86Q: 3 clusters Score -4902849 nChanged 254
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4902838 nChanged 225
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Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4902870 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 91580 members 
Entering Unmasked Estep 
Score: -4902918.000000 Penalty: 1040.512817
	Iteration 89Q: 3 clusters Score -4902918 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -4902956.500000 Penalty: 1040.512817
	Iteration 90Q: 3 clusters Score -4902956 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -4903003.000000 Penalty: 1040.512817
	Iteration 91Q: 3 clusters Score -4903003 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -4903025.000000 Penalty: 1040.512817
	Iteration 92Q: 3 clusters Score -4903025 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -4903036.500000 Penalty: 1040.512817
	Iteration 93Q: 3 clusters Score -4903036 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 92048 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4903067 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 92083 members 
Entering Unmasked Estep 
Score: -4903073.000000 Penalty: 1040.512817
	Iteration 95Q: 3 clusters Score -4903073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -4903076.000000 Penalty: 1040.512817
	Iteration 96Q: 3 clusters Score -4903076 nChanged 16
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Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4903072 nChanged 17
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Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4903074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -4903082.000000 Penalty: 1040.512817
	Iteration 99Q: 3 clusters Score -4903082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 92149 members 
Entering Unmasked Estep 
Score: -4903086.500000 Penalty: 1040.512817
	Iteration 100F: 3 clusters Score -4903086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -4903088.500000 Penalty: 1040.512817
	Iteration 101Q: 3 clusters Score -4903088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 92160 members 
Entering Unmasked Estep 
Score: -4903089.000000 Penalty: 1040.512817
	Iteration 102Q: 3 clusters Score -4903089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 92162 members 
Entering Unmasked Estep 
Score: -4903085.000000 Penalty: 1040.512817
	Iteration 103Q: 3 clusters Score -4903085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -4903083.000000 Penalty: 1040.512817
	Iteration 104Q: 3 clusters Score -4903083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 92169 members 
Entering Unmasked Estep 
Score: -4903085.000000 Penalty: 1040.512817
	Iteration 105Q: 3 clusters Score -4903085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -4903086.500000 Penalty: 1040.512817
	Iteration 106Q: 3 clusters Score -4903086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -4903089.500000 Penalty: 1040.512817
	Iteration 107Q: 3 clusters Score -4903090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -4903089.500000 Penalty: 1040.512817
	Iteration 108F: 3 clusters Score -4903090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -11238.811523 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -11238.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10921.900391 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -10921.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11015.267578 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -11015.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -11153.446289 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -11153.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11242.364258 Penalty: 507.066010
	Iteration 3F: 3 clusters Score -11242.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11291.267578 Penalty: 507.066010
	Iteration 4F: 3 clusters Score -11291.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11319.502930 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -11319.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11328.147461 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -11328.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11329.748047 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -11329.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11330.717773 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -11330.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11330.717773 Penalty: 507.066010
	Iteration 9F: 3 clusters Score -11330.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 61732 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 77799 members 
Mstep: Class 6 contains 14943 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 37251 members 
Mstep: Class 11 contains 76405 members 
Mstep: Class 12 contains 17787 members 
Mstep: Class 13 contains 67437 members 
Mstep: Class 14 contains 18594 members 
Mstep: Class 15 contains 83298 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15306 members 
Mstep: Class 18 contains 74016 members 
Mstep: Class 19 contains 73511 members 
Mstep: Class 20 contains 122776 members 
Mstep: Class 21 contains 48217 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 41764 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2561 members 
Mstep: Class 27 contains 13055 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 151007 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 14224 members 
Mstep: Class 33 contains 11144 members 
Mstep: Class 34 contains 92430 members 
Mstep: Class 35 contains 68 members 
Mstep: Class 36 contains 87261 members 
Mstep: Class 37 contains 80853 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75961 members 
Mstep: Class 41 contains 4685 members 
Mstep: Class 42 contains 27026 members 
Mstep: Class 43 contains 161111 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 12342 members 
Mstep: Class 46 contains 22926 members 
Mstep: Class 47 contains 195 members 
Entering Unmasked Estep 
Score: -87425344.000000 Penalty: 30716.982422
Splitting cluster 35 changes total score from -87425832.000000 to -87425344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (87261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Entering Unmasked Estep 
Score: -4795272.500000 Penalty: 517.638000
	Iteration 0F: 2 clusters Score -4795272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -4737203.000000 Penalty: 1035.276001
	Iteration 0F: 3 clusters Score -4737203 nChanged 42772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -4762895.500000 Penalty: 1035.276001
	Iteration 1F: 3 clusters Score -4762896 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -4763909.500000 Penalty: 1035.276001
	Iteration 2Q: 3 clusters Score -4763910 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -4765476.000000 Penalty: 1035.276001
	Iteration 3Q: 3 clusters Score -4765476 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -4768178.000000 Penalty: 1035.276001
	Iteration 4F: 3 clusters Score -4768178 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -4772784.000000 Penalty: 1035.276001
	Iteration 5F: 3 clusters Score -4772784 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4779016.500000 Penalty: 1035.276001
	Iteration 6F: 3 clusters Score -4779016 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4783967.000000 Penalty: 1035.276001
	Iteration 7F: 3 clusters Score -4783967 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4786578.000000 Penalty: 1035.276001
	Iteration 8Q: 3 clusters Score -4786578 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4788469.500000 Penalty: 1035.276001
	Iteration 9Q: 3 clusters Score -4788470 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4790363.000000 Penalty: 1035.276001
	Iteration 10Q: 3 clusters Score -4790363 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4791945.000000 Penalty: 1035.276001
	Iteration 11Q: 3 clusters Score -4791945 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4793090.000000 Penalty: 1035.276001
	Iteration 12Q: 3 clusters Score -4793090 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4793896.500000 Penalty: 1035.276001
	Iteration 13Q: 3 clusters Score -4793896 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -4794399.500000 Penalty: 1035.276001
	Iteration 14Q: 3 clusters Score -4794400 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -4794653.000000 Penalty: 1035.276001
	Iteration 15Q: 3 clusters Score -4794653 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -4794797.000000 Penalty: 1035.276001
	Iteration 16Q: 3 clusters Score -4794797 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4794887.000000 Penalty: 1035.276001
	Iteration 17Q: 3 clusters Score -4794887 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4794931.500000 Penalty: 1035.276001
	Iteration 18Q: 3 clusters Score -4794932 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -4794946.500000 Penalty: 1035.276001
	Iteration 19Q: 3 clusters Score -4794946 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4794959.500000 Penalty: 1035.276001
	Iteration 20F: 3 clusters Score -4794960 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -4794968.000000 Penalty: 1035.276001
	Iteration 21Q: 3 clusters Score -4794968 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -4794993.500000 Penalty: 1035.276001
	Iteration 22Q: 3 clusters Score -4794994 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -4795013.500000 Penalty: 1035.276001
	Iteration 23Q: 3 clusters Score -4795014 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -4795050.000000 Penalty: 1035.276001
	Iteration 24Q: 3 clusters Score -4795050 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61639 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -4795069.000000 Penalty: 1035.276001
	Iteration 25Q: 3 clusters Score -4795069 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4795081.500000 Penalty: 1035.276001
	Iteration 26Q: 3 clusters Score -4795082 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -4795085.500000 Penalty: 1035.276001
	Iteration 27Q: 3 clusters Score -4795086 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -4795076.000000 Penalty: 1035.276001
	Iteration 28Q: 3 clusters Score -4795076 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -4795083.500000 Penalty: 1035.276001
	Iteration 29Q: 3 clusters Score -4795084 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -4795050.000000 Penalty: 1035.276001
	Iteration 30Q: 3 clusters Score -4795050 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -4795048.000000 Penalty: 1035.276001
	Iteration 31Q: 3 clusters Score -4795048 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -4795082.500000 Penalty: 1035.276001
	Iteration 32Q: 3 clusters Score -4795082 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64393 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4795086.500000 Penalty: 1035.276001
	Iteration 33Q: 3 clusters Score -4795086 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -4795101.000000 Penalty: 1035.276001
	Iteration 34Q: 3 clusters Score -4795101 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65119 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -4795116.000000 Penalty: 1035.276001
	Iteration 35Q: 3 clusters Score -4795116 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -4795128.500000 Penalty: 1035.276001
	Iteration 36Q: 3 clusters Score -4795128 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4795155.500000 Penalty: 1035.276001
	Iteration 37Q: 3 clusters Score -4795156 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -4795165.000000 Penalty: 1035.276001
	Iteration 38Q: 3 clusters Score -4795165 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4795181.500000 Penalty: 1035.276001
	Iteration 39Q: 3 clusters Score -4795182 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -4795183.000000 Penalty: 1035.276001
	Iteration 40F: 3 clusters Score -4795183 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -4795193.000000 Penalty: 1035.276001
	Iteration 41Q: 3 clusters Score -4795193 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67347 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4795216.500000 Penalty: 1035.276001
	Iteration 42Q: 3 clusters Score -4795216 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4795216.000000 Penalty: 1035.276001
	Iteration 43Q: 3 clusters Score -4795216 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67893 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -4795226.500000 Penalty: 1035.276001
	Iteration 44Q: 3 clusters Score -4795226 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4795234.000000 Penalty: 1035.276001
	Iteration 45Q: 3 clusters Score -4795234 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4795234.000000 Penalty: 1035.276001
	Iteration 46Q: 3 clusters Score -4795234 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -4795249.000000 Penalty: 1035.276001
	Iteration 47Q: 3 clusters Score -4795249 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4795248.000000 Penalty: 1035.276001
	Iteration 48Q: 3 clusters Score -4795248 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4795263.500000 Penalty: 1035.276001
	Iteration 49Q: 3 clusters Score -4795264 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4795265.000000 Penalty: 1035.276001
	Iteration 50Q: 3 clusters Score -4795265 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69288 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -4795259.000000 Penalty: 1035.276001
	Iteration 51Q: 3 clusters Score -4795259 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4795269.500000 Penalty: 1035.276001
	Iteration 52Q: 3 clusters Score -4795270 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4795263.000000 Penalty: 1035.276001
	Iteration 53Q: 3 clusters Score -4795263 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -4795282.500000 Penalty: 1035.276001
	Iteration 54Q: 3 clusters Score -4795282 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4795275.500000 Penalty: 1035.276001
	Iteration 55Q: 3 clusters Score -4795276 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4795282.500000 Penalty: 1035.276001
	Iteration 56Q: 3 clusters Score -4795282 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -4795277.500000 Penalty: 1035.276001
	Iteration 57Q: 3 clusters Score -4795278 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4795280.000000 Penalty: 1035.276001
	Iteration 58Q: 3 clusters Score -4795280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -4795283.500000 Penalty: 1035.276001
	Iteration 59Q: 3 clusters Score -4795284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -4795283.500000 Penalty: 1035.276001
	Iteration 60F: 3 clusters Score -4795284 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70430 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4795274.500000 Penalty: 1035.276001
	Iteration 61Q: 3 clusters Score -4795274 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70554 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4795272.500000 Penalty: 1035.276001
	Iteration 62Q: 3 clusters Score -4795272 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -4795269.500000 Penalty: 1035.276001
	Iteration 63Q: 3 clusters Score -4795270 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4795280.000000 Penalty: 1035.276001
	Iteration 64Q: 3 clusters Score -4795280 nChanged 163
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Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 16269 members 
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Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 16127 members 
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	Iteration 66Q: 3 clusters Score -4795286 nChanged 164
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Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 71464 members 
Mstep: Class 2 contains 15797 members 
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	Iteration 68Q: 3 clusters Score -4795294 nChanged 126
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Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 15671 members 
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	Iteration 69Q: 3 clusters Score -4795287 nChanged 141
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Mstep: Class 1 contains 71731 members 
Mstep: Class 2 contains 15530 members 
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	Iteration 70Q: 3 clusters Score -4795292 nChanged 167
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Mstep: Class 1 contains 71898 members 
Mstep: Class 2 contains 15363 members 
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	Iteration 71Q: 3 clusters Score -4795312 nChanged 140
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Mstep: Class 1 contains 72038 members 
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	Iteration 72Q: 3 clusters Score -4795312 nChanged 153
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Mstep: Class 1 contains 72191 members 
Mstep: Class 2 contains 15070 members 
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	Iteration 73Q: 3 clusters Score -4795312 nChanged 109
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Mstep: Class 2 contains 14961 members 
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Mstep: Class 2 contains 14864 members 
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	Iteration 75Q: 3 clusters Score -4795332 nChanged 76
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Mstep: Class 2 contains 14788 members 
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	Iteration 76Q: 3 clusters Score -4795324 nChanged 88
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	Iteration 77Q: 3 clusters Score -4795324 nChanged 68
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Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 14632 members 
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	Iteration 78Q: 3 clusters Score -4795318 nChanged 61
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	Iteration 79Q: 3 clusters Score -4795305 nChanged 55
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Mstep: Class 1 contains 72745 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4795306 nChanged 69
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	Iteration 81Q: 3 clusters Score -4795306 nChanged 52
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Mstep: Class 2 contains 14395 members 
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	Iteration 82Q: 3 clusters Score -4795294 nChanged 76
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Mstep: Class 2 contains 14319 members 
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	Iteration 83Q: 3 clusters Score -4795293 nChanged 62
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	Iteration 84Q: 3 clusters Score -4795284 nChanged 45
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Mstep: Class 1 contains 73111 members 
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	Iteration 87Q: 3 clusters Score -4795284 nChanged 55
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	Iteration 88Q: 3 clusters Score -4795284 nChanged 38
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	Iteration 100F: 3 clusters Score -4795232 nChanged 78
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	Iteration 102Q: 3 clusters Score -4795224 nChanged 63
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	Iteration 104Q: 3 clusters Score -4795213 nChanged 68
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	Iteration 105Q: 3 clusters Score -4795218 nChanged 69
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	Iteration 106Q: 3 clusters Score -4795226 nChanged 88
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Mstep: Class 1 contains 74476 members 
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	Iteration 107Q: 3 clusters Score -4795236 nChanged 88
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	Iteration 108Q: 3 clusters Score -4795228 nChanged 136
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	Iteration 110Q: 3 clusters Score -4795204 nChanged 100
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	Iteration 111Q: 3 clusters Score -4795187 nChanged 95
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Mstep: Class 1 contains 75021 members 
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	Iteration 112Q: 3 clusters Score -4795194 nChanged 121
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	Iteration 113Q: 3 clusters Score -4795176 nChanged 94
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	Iteration 114Q: 3 clusters Score -4795192 nChanged 86
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	Iteration 115Q: 3 clusters Score -4795197 nChanged 103
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	Iteration 116Q: 3 clusters Score -4795191 nChanged 101
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	Iteration 117Q: 3 clusters Score -4795200 nChanged 93
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	Iteration 118Q: 3 clusters Score -4795195 nChanged 84
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	Iteration 119Q: 3 clusters Score -4795188 nChanged 95
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	Iteration 120F: 3 clusters Score -4795208 nChanged 122
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	Iteration 121Q: 3 clusters Score -4795207 nChanged 129
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	Iteration 123Q: 3 clusters Score -4795198 nChanged 81
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	Iteration 124Q: 3 clusters Score -4795194 nChanged 98
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	Iteration 125Q: 3 clusters Score -4795180 nChanged 113
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	Iteration 126Q: 3 clusters Score -4795180 nChanged 69
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	Iteration 127Q: 3 clusters Score -4795188 nChanged 74
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	Iteration 128Q: 3 clusters Score -4795178 nChanged 86
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	Iteration 129Q: 3 clusters Score -4795166 nChanged 78
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	Iteration 130Q: 3 clusters Score -4795174 nChanged 69
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	Iteration 131Q: 3 clusters Score -4795177 nChanged 118
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	Iteration 132Q: 3 clusters Score -4795162 nChanged 103
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	Iteration 133Q: 3 clusters Score -4795164 nChanged 96
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	Iteration 134Q: 3 clusters Score -4795170 nChanged 143
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	Iteration 135Q: 3 clusters Score -4795160 nChanged 147
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	Iteration 136Q: 3 clusters Score -4795169 nChanged 139
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	Iteration 137Q: 3 clusters Score -4795164 nChanged 161
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	Iteration 138Q: 3 clusters Score -4795163 nChanged 161
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	Iteration 139Q: 3 clusters Score -4795167 nChanged 155
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	Iteration 140F: 3 clusters Score -4795160 nChanged 171
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	Iteration 141Q: 3 clusters Score -4795175 nChanged 158
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	Iteration 142Q: 3 clusters Score -4795162 nChanged 159
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	Iteration 143Q: 3 clusters Score -4795152 nChanged 173
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	Iteration 144Q: 3 clusters Score -4795142 nChanged 183
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	Iteration 145Q: 3 clusters Score -4795145 nChanged 185
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	Iteration 146Q: 3 clusters Score -4795149 nChanged 137
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	Iteration 147Q: 3 clusters Score -4795154 nChanged 126
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	Iteration 148Q: 3 clusters Score -4795154 nChanged 107
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	Iteration 149Q: 3 clusters Score -4795156 nChanged 113
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	Iteration 150Q: 3 clusters Score -4795152 nChanged 127
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	Iteration 151Q: 3 clusters Score -4795150 nChanged 124
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4795143 nChanged 118
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	Iteration 153Q: 3 clusters Score -4795126 nChanged 99
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	Iteration 154Q: 3 clusters Score -4795132 nChanged 108
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	Iteration 155Q: 3 clusters Score -4795124 nChanged 72
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4795119 nChanged 96
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4795104 nChanged 79
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Mstep: Class 1 contains 80391 members 
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Entering Unmasked Estep 
Score: -4795112.500000 Penalty: 1035.276001
	Iteration 158Q: 3 clusters Score -4795112 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4795100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4795105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -4795091.500000 Penalty: 1035.276001
	Iteration 161Q: 3 clusters Score -4795092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4795097 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4795098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80815 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4795085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80860 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4795086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80945 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4795095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4795090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4795094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4795089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4795085 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4795083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4795084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81386 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4795082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81456 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4795078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4795084 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4795082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4795076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4795068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4795067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81741 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4795064 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4795058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4795062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4795054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4795054 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4795058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4795050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4795050 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82003 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4795042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82031 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4795045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4795040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -4795028.000000 Penalty: 1035.276001
	Iteration 191Q: 3 clusters Score -4795028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4795025 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4795038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4795033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4795037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4795034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4795026 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4795022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4795019 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4795013.000000 Penalty: 1035.276001
	Iteration 200F: 3 clusters Score -4795013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4795004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4794992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4794984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4794988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4794982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82849 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4794973 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4794972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82969 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4794968 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83056 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4794957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4794950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4794940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83279 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4794944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4794948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4794943 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4794948 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83630 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4794952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4794935 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4794936 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4794944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4794937 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84040 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4794946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4794930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4794936 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84230 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4794944 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4794942 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4794938 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4794940 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84419 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4794941 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84466 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4794946 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4794938 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4794951 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4794951 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4794958 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84680 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -4794966 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84744 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -4794959 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84763 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -4794958 nChanged 25
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Mstep: Class 1 contains 84780 members 
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	Iteration 237Q: 3 clusters Score -4794960 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84800 members 
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -4794965 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -4794960 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -4794958 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -4794956 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -4794963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -4794964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -4794964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84907 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -4794962 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84913 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -4794960 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -4794960 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -4794962 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -4794962 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -4794962 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4794957.000000 Penalty: 1035.276001
	Iteration 251Q: 3 clusters Score -4794957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4794960.500000 Penalty: 1035.276001
	Iteration 252Q: 3 clusters Score -4794960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84931 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4794958.000000 Penalty: 1035.276001
	Iteration 253Q: 3 clusters Score -4794958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4794962.500000 Penalty: 1035.276001
	Iteration 254Q: 3 clusters Score -4794962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84929 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4794958.500000 Penalty: 1035.276001
	Iteration 255Q: 3 clusters Score -4794958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4794957.500000 Penalty: 1035.276001
	Iteration 256Q: 3 clusters Score -4794958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4794957.500000 Penalty: 1035.276001
	Iteration 257F: 3 clusters Score -4794958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (80853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Entering Unmasked Estep 
Score: -4511889.500000 Penalty: 514.167664
	Iteration 0F: 2 clusters Score -4511890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -4457606.500000 Penalty: 1028.335327
	Iteration 0F: 3 clusters Score -4457606 nChanged 39399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -4482899.500000 Penalty: 1028.335327
	Iteration 1F: 3 clusters Score -4482900 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -4484473.500000 Penalty: 1028.335327
	Iteration 2Q: 3 clusters Score -4484474 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -4487156.500000 Penalty: 1028.335327
	Iteration 3F: 3 clusters Score -4487156 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -4490895.000000 Penalty: 1028.335327
	Iteration 4F: 3 clusters Score -4490895 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -4495262.000000 Penalty: 1028.335327
	Iteration 5F: 3 clusters Score -4495262 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -4499413.000000 Penalty: 1028.335327
	Iteration 6F: 3 clusters Score -4499413 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -4502491.000000 Penalty: 1028.335327
	Iteration 7Q: 3 clusters Score -4502491 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -4504479.500000 Penalty: 1028.335327
	Iteration 8Q: 3 clusters Score -4504480 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -4505667.500000 Penalty: 1028.335327
	Iteration 9Q: 3 clusters Score -4505668 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -4506475.500000 Penalty: 1028.335327
	Iteration 10Q: 3 clusters Score -4506476 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -4507089.000000 Penalty: 1028.335327
	Iteration 11Q: 3 clusters Score -4507089 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -4507586.500000 Penalty: 1028.335327
	Iteration 12Q: 3 clusters Score -4507586 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -4507988.500000 Penalty: 1028.335327
	Iteration 13Q: 3 clusters Score -4507988 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -4508332.000000 Penalty: 1028.335327
	Iteration 14Q: 3 clusters Score -4508332 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -4508572.000000 Penalty: 1028.335327
	Iteration 15Q: 3 clusters Score -4508572 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -4508786.000000 Penalty: 1028.335327
	Iteration 16Q: 3 clusters Score -4508786 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -4508950.000000 Penalty: 1028.335327
	Iteration 17Q: 3 clusters Score -4508950 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -4509079.500000 Penalty: 1028.335327
	Iteration 18Q: 3 clusters Score -4509080 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -4509195.000000 Penalty: 1028.335327
	Iteration 19Q: 3 clusters Score -4509195 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -4509303.000000 Penalty: 1028.335327
	Iteration 20F: 3 clusters Score -4509303 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -4509427.000000 Penalty: 1028.335327
	Iteration 21Q: 3 clusters Score -4509427 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -4509618.000000 Penalty: 1028.335327
	Iteration 22Q: 3 clusters Score -4509618 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -4509848.000000 Penalty: 1028.335327
	Iteration 23Q: 3 clusters Score -4509848 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 71877 members 
Entering Unmasked Estep 
Score: -4510083.000000 Penalty: 1028.335327
	Iteration 24Q: 3 clusters Score -4510083 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -4510309.500000 Penalty: 1028.335327
	Iteration 25Q: 3 clusters Score -4510310 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -4510512.500000 Penalty: 1028.335327
	Iteration 26Q: 3 clusters Score -4510512 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 73585 members 
Entering Unmasked Estep 
Score: -4510740.500000 Penalty: 1028.335327
	Iteration 27Q: 3 clusters Score -4510740 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -4510921.500000 Penalty: 1028.335327
	Iteration 28Q: 3 clusters Score -4510922 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -4511084.000000 Penalty: 1028.335327
	Iteration 29Q: 3 clusters Score -4511084 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
Score: -4511211.000000 Penalty: 1028.335327
	Iteration 30Q: 3 clusters Score -4511211 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -4511327.000000 Penalty: 1028.335327
	Iteration 31Q: 3 clusters Score -4511327 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -4511413.500000 Penalty: 1028.335327
	Iteration 32Q: 3 clusters Score -4511414 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -4511513.000000 Penalty: 1028.335327
	Iteration 33Q: 3 clusters Score -4511513 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -4511592.000000 Penalty: 1028.335327
	Iteration 34Q: 3 clusters Score -4511592 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 76202 members 
Entering Unmasked Estep 
Score: -4511640.000000 Penalty: 1028.335327
	Iteration 35Q: 3 clusters Score -4511640 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -4511676.500000 Penalty: 1028.335327
	Iteration 36Q: 3 clusters Score -4511676 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 76542 members 
Entering Unmasked Estep 
Score: -4511708.500000 Penalty: 1028.335327
	Iteration 37Q: 3 clusters Score -4511708 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -4511751.500000 Penalty: 1028.335327
	Iteration 38Q: 3 clusters Score -4511752 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -4511777.500000 Penalty: 1028.335327
	Iteration 39Q: 3 clusters Score -4511778 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -4511819.500000 Penalty: 1028.335327
	Iteration 40F: 3 clusters Score -4511820 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -4511843.000000 Penalty: 1028.335327
	Iteration 41Q: 3 clusters Score -4511843 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -4511869.500000 Penalty: 1028.335327
	Iteration 42Q: 3 clusters Score -4511870 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 77294 members 
Entering Unmasked Estep 
Score: -4511873.000000 Penalty: 1028.335327
	Iteration 43Q: 3 clusters Score -4511873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -4511898.000000 Penalty: 1028.335327
	Iteration 44Q: 3 clusters Score -4511898 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -4511921.000000 Penalty: 1028.335327
	Iteration 45Q: 3 clusters Score -4511921 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 77530 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 46Q: 3 clusters Score -4511934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -4511943.000000 Penalty: 1028.335327
	Iteration 47Q: 3 clusters Score -4511943 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -4511944.000000 Penalty: 1028.335327
	Iteration 48Q: 3 clusters Score -4511944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 77644 members 
Entering Unmasked Estep 
Score: -4511946.000000 Penalty: 1028.335327
	Iteration 49Q: 3 clusters Score -4511946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -4511950.000000 Penalty: 1028.335327
	Iteration 50Q: 3 clusters Score -4511950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -4511942.500000 Penalty: 1028.335327
	Iteration 51Q: 3 clusters Score -4511942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -4511945.500000 Penalty: 1028.335327
	Iteration 52Q: 3 clusters Score -4511946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -4511951.000000 Penalty: 1028.335327
	Iteration 53Q: 3 clusters Score -4511951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -4511948.500000 Penalty: 1028.335327
	Iteration 54Q: 3 clusters Score -4511948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -4511951.000000 Penalty: 1028.335327
	Iteration 55Q: 3 clusters Score -4511951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -4511947.000000 Penalty: 1028.335327
	Iteration 56Q: 3 clusters Score -4511947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -4511948.000000 Penalty: 1028.335327
	Iteration 57Q: 3 clusters Score -4511948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -4511948.500000 Penalty: 1028.335327
	Iteration 58Q: 3 clusters Score -4511948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 77853 members 
Entering Unmasked Estep 
Score: -4511946.500000 Penalty: 1028.335327
	Iteration 59Q: 3 clusters Score -4511946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 77882 members 
Entering Unmasked Estep 
Score: -4511957.000000 Penalty: 1028.335327
	Iteration 60F: 3 clusters Score -4511957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -4511954.500000 Penalty: 1028.335327
	Iteration 61Q: 3 clusters Score -4511954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -4511946.500000 Penalty: 1028.335327
	Iteration 62Q: 3 clusters Score -4511946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 77958 members 
Entering Unmasked Estep 
Score: -4511941.500000 Penalty: 1028.335327
	Iteration 63Q: 3 clusters Score -4511942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -4511941.500000 Penalty: 1028.335327
	Iteration 64Q: 3 clusters Score -4511942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -4511943.000000 Penalty: 1028.335327
	Iteration 65Q: 3 clusters Score -4511943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -4511948.000000 Penalty: 1028.335327
	Iteration 66Q: 3 clusters Score -4511948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -4511950.000000 Penalty: 1028.335327
	Iteration 67Q: 3 clusters Score -4511950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -4511943.000000 Penalty: 1028.335327
	Iteration 68Q: 3 clusters Score -4511943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -4511939.500000 Penalty: 1028.335327
	Iteration 69Q: 3 clusters Score -4511940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -4511937.000000 Penalty: 1028.335327
	Iteration 70Q: 3 clusters Score -4511937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -4511931.000000 Penalty: 1028.335327
	Iteration 71Q: 3 clusters Score -4511931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 72Q: 3 clusters Score -4511934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 73Q: 3 clusters Score -4511934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 78134 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 74Q: 3 clusters Score -4511934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 78142 members 
Entering Unmasked Estep 
Score: -4511934.000000 Penalty: 1028.335327
	Iteration 75Q: 3 clusters Score -4511934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 76Q: 3 clusters Score -4511934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -4511936.500000 Penalty: 1028.335327
	Iteration 77Q: 3 clusters Score -4511936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -4511937.500000 Penalty: 1028.335327
	Iteration 78Q: 3 clusters Score -4511938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 78160 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 79Q: 3 clusters Score -4511934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -4511935.500000 Penalty: 1028.335327
	Iteration 80F: 3 clusters Score -4511936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -4511935.000000 Penalty: 1028.335327
	Iteration 81Q: 3 clusters Score -4511935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -4511932.500000 Penalty: 1028.335327
	Iteration 82Q: 3 clusters Score -4511932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -4511935.000000 Penalty: 1028.335327
	Iteration 83Q: 3 clusters Score -4511935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -4511932.000000 Penalty: 1028.335327
	Iteration 84Q: 3 clusters Score -4511932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -4511932.000000 Penalty: 1028.335327
	Iteration 85Q: 3 clusters Score -4511932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -4511932.000000 Penalty: 1028.335327
	Iteration 86Q: 3 clusters Score -4511932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 78179 members 
Entering Unmasked Estep 
Score: -4511935.500000 Penalty: 1028.335327
	Iteration 87Q: 3 clusters Score -4511936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -4511939.500000 Penalty: 1028.335327
	Iteration 88Q: 3 clusters Score -4511940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -4511936.500000 Penalty: 1028.335327
	Iteration 89Q: 3 clusters Score -4511936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 90Q: 3 clusters Score -4511934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -4511936.500000 Penalty: 1028.335327
	Iteration 91Q: 3 clusters Score -4511936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -4511936.500000 Penalty: 1028.335327
	Iteration 92Q: 3 clusters Score -4511936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -4511937.500000 Penalty: 1028.335327
	Iteration 93Q: 3 clusters Score -4511938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 94Q: 3 clusters Score -4511934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 95Q: 3 clusters Score -4511934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 96Q: 3 clusters Score -4511934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -4511934.000000 Penalty: 1028.335327
	Iteration 97Q: 3 clusters Score -4511934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -4511936.000000 Penalty: 1028.335327
	Iteration 98Q: 3 clusters Score -4511936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -4511932.500000 Penalty: 1028.335327
	Iteration 99Q: 3 clusters Score -4511932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 100F: 3 clusters Score -4511934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 78250 members 
Entering Unmasked Estep 
Score: -4511936.000000 Penalty: 1028.335327
	Iteration 101Q: 3 clusters Score -4511936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -4511935.000000 Penalty: 1028.335327
	Iteration 102Q: 3 clusters Score -4511935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 103Q: 3 clusters Score -4511934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -4511934.500000 Penalty: 1028.335327
	Iteration 104F: 3 clusters Score -4511934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 61732 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 77799 members 
Mstep: Class 6 contains 14943 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 37251 members 
Mstep: Class 11 contains 76405 members 
Mstep: Class 12 contains 17787 members 
Mstep: Class 13 contains 67437 members 
Mstep: Class 14 contains 18594 members 
Mstep: Class 15 contains 83298 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15306 members 
Mstep: Class 18 contains 74016 members 
Mstep: Class 19 contains 73511 members 
Mstep: Class 20 contains 122776 members 
Mstep: Class 21 contains 48217 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 41764 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2561 members 
Mstep: Class 27 contains 13055 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 151007 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 14224 members 
Mstep: Class 33 contains 11144 members 
Mstep: Class 34 contains 92430 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 87261 members 
Mstep: Class 37 contains 2601 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75961 members 
Mstep: Class 41 contains 4685 members 
Mstep: Class 42 contains 27026 members 
Mstep: Class 43 contains 161111 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 12342 members 
Mstep: Class 46 contains 22926 members 
Mstep: Class 47 contains 78252 members 
Entering Unmasked Estep 
Score: -87425424.000000 Penalty: 30716.982422
Splitting cluster 37 changes total score from -87425832.000000 to -87425424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -27551.716797 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -27551.72 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 290 members 
Entering Unmasked Estep 
Score: -27055.255859 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -27055.26 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -27152.105469 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -27152.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -27175.712891 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -27175.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -27193.566406 Penalty: 569.098450
	Iteration 3Q: 3 clusters Score -27193.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -27218.308594 Penalty: 569.098450
	Iteration 4Q: 3 clusters Score -27218.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -27233.748047 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -27233.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -27241.060547 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -27241.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -27247.843750 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -27247.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -27255.527344 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -27255.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -27256.656250 Penalty: 569.098450
	Iteration 9Q: 3 clusters Score -27256.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27256.855469 Penalty: 569.098450
	Iteration 10Q: 3 clusters Score -27256.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -27256.855469 Penalty: 569.098450
	Iteration 11F: 3 clusters Score -27256.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -109538.710938 Penalty: 351.200195
	Iteration 0F: 2 clusters Score -109538.7 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 1122 members 
Entering Unmasked Estep 
Score: -107888.007812 Penalty: 702.400391
	Iteration 0F: 3 clusters Score -107888 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -108406.031250 Penalty: 702.400391
	Iteration 1F: 3 clusters Score -108406 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -108482.250000 Penalty: 702.400391
	Iteration 2F: 3 clusters Score -108482.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -108532.601562 Penalty: 702.400391
	Iteration 3Q: 3 clusters Score -108532.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -108570.054688 Penalty: 702.400391
	Iteration 4Q: 3 clusters Score -108570.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -108598.609375 Penalty: 702.400391
	Iteration 5Q: 3 clusters Score -108598.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -108646.820312 Penalty: 702.400391
	Iteration 6Q: 3 clusters Score -108646.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -108715.140625 Penalty: 702.400391
	Iteration 7Q: 3 clusters Score -108715.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -108792.554688 Penalty: 702.400391
	Iteration 8Q: 3 clusters Score -108792.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -108885.757812 Penalty: 702.400391
	Iteration 9Q: 3 clusters Score -108885.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -108967.953125 Penalty: 702.400391
	Iteration 10Q: 3 clusters Score -108968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -109027.523438 Penalty: 702.400391
	Iteration 11Q: 3 clusters Score -109027.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -109076.070312 Penalty: 702.400391
	Iteration 12Q: 3 clusters Score -109076.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -109103.460938 Penalty: 702.400391
	Iteration 13Q: 3 clusters Score -109103.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -109116.429688 Penalty: 702.400391
	Iteration 14Q: 3 clusters Score -109116.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -109126.242188 Penalty: 702.400391
	Iteration 15Q: 3 clusters Score -109126.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -109130.562500 Penalty: 702.400391
	Iteration 16Q: 3 clusters Score -109130.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -109135.828125 Penalty: 702.400391
	Iteration 17Q: 3 clusters Score -109135.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -109144.335938 Penalty: 702.400391
	Iteration 18Q: 3 clusters Score -109144.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -109156.289062 Penalty: 702.400391
	Iteration 19Q: 3 clusters Score -109156.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -109164.976562 Penalty: 702.400391
	Iteration 20F: 3 clusters Score -109165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -109173.265625 Penalty: 702.400391
	Iteration 21Q: 3 clusters Score -109173.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -109183.414062 Penalty: 702.400391
	Iteration 22Q: 3 clusters Score -109183.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -109194.906250 Penalty: 702.400391
	Iteration 23Q: 3 clusters Score -109194.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -109202.218750 Penalty: 702.400391
	Iteration 24Q: 3 clusters Score -109202.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -109206.773438 Penalty: 702.400391
	Iteration 25Q: 3 clusters Score -109206.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -109212.593750 Penalty: 702.400391
	Iteration 26Q: 3 clusters Score -109212.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -109221.765625 Penalty: 702.400391
	Iteration 27Q: 3 clusters Score -109221.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -109231.593750 Penalty: 702.400391
	Iteration 28Q: 3 clusters Score -109231.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -109237.890625 Penalty: 702.400391
	Iteration 29Q: 3 clusters Score -109237.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -109242.109375 Penalty: 702.400391
	Iteration 30Q: 3 clusters Score -109242.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -109245.695312 Penalty: 702.400391
	Iteration 31Q: 3 clusters Score -109245.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -109247.898438 Penalty: 702.400391
	Iteration 32Q: 3 clusters Score -109247.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -109251.625000 Penalty: 702.400391
	Iteration 33Q: 3 clusters Score -109251.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -109256.234375 Penalty: 702.400391
	Iteration 34Q: 3 clusters Score -109256.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -109260.640625 Penalty: 702.400391
	Iteration 35Q: 3 clusters Score -109260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -109265.960938 Penalty: 702.400391
	Iteration 36Q: 3 clusters Score -109266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -109272.796875 Penalty: 702.400391
	Iteration 37Q: 3 clusters Score -109272.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -109276.437500 Penalty: 702.400391
	Iteration 38Q: 3 clusters Score -109276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -109279.000000 Penalty: 702.400391
	Iteration 39Q: 3 clusters Score -109279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -109282.921875 Penalty: 702.400391
	Iteration 40F: 3 clusters Score -109282.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -109287.640625 Penalty: 702.400391
	Iteration 41Q: 3 clusters Score -109287.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -109291.281250 Penalty: 702.400391
	Iteration 42Q: 3 clusters Score -109291.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -109293.679688 Penalty: 702.400391
	Iteration 43Q: 3 clusters Score -109293.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -109295.601562 Penalty: 702.400391
	Iteration 44Q: 3 clusters Score -109295.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -109297.421875 Penalty: 702.400391
	Iteration 45Q: 3 clusters Score -109297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -109297.632812 Penalty: 702.400391
	Iteration 46Q: 3 clusters Score -109297.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -109298.195312 Penalty: 702.400391
	Iteration 47Q: 3 clusters Score -109298.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -109298.414062 Penalty: 702.400391
	Iteration 48Q: 3 clusters Score -109298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -109299.085938 Penalty: 702.400391
	Iteration 49Q: 3 clusters Score -109299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -109299.554688 Penalty: 702.400391
	Iteration 50Q: 3 clusters Score -109299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -109299.500000 Penalty: 702.400391
	Iteration 51Q: 3 clusters Score -109299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -109299.554688 Penalty: 702.400391
	Iteration 52Q: 3 clusters Score -109299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -109299.554688 Penalty: 702.400391
	Iteration 53F: 3 clusters Score -109299.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (75961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Entering Unmasked Estep 
Score: -3991369.250000 Penalty: 511.327881
	Iteration 0F: 2 clusters Score -3991369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -3940421.750000 Penalty: 1022.655762
	Iteration 0F: 3 clusters Score -3940422 nChanged 36993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -3963173.250000 Penalty: 1022.655762
	Iteration 1F: 3 clusters Score -3963173 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -3964606.000000 Penalty: 1022.655762
	Iteration 2Q: 3 clusters Score -3964606 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -3966889.750000 Penalty: 1022.655762
	Iteration 3F: 3 clusters Score -3966890 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -3970282.500000 Penalty: 1022.655762
	Iteration 4F: 3 clusters Score -3970282 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -3974553.000000 Penalty: 1022.655762
	Iteration 5F: 3 clusters Score -3974553 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -3979015.750000 Penalty: 1022.655762
	Iteration 6F: 3 clusters Score -3979016 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -3982384.250000 Penalty: 1022.655762
	Iteration 7F: 3 clusters Score -3982384 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -3984246.000000 Penalty: 1022.655762
	Iteration 8Q: 3 clusters Score -3984246 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -3985217.250000 Penalty: 1022.655762
	Iteration 9Q: 3 clusters Score -3985217 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -3985911.500000 Penalty: 1022.655762
	Iteration 10Q: 3 clusters Score -3985912 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -3986464.750000 Penalty: 1022.655762
	Iteration 11Q: 3 clusters Score -3986465 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -3987021.500000 Penalty: 1022.655762
	Iteration 12Q: 3 clusters Score -3987022 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 68370 members 
Entering Unmasked Estep 
Score: -3987540.250000 Penalty: 1022.655762
	Iteration 13Q: 3 clusters Score -3987540 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -3988034.500000 Penalty: 1022.655762
	Iteration 14Q: 3 clusters Score -3988034 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -3988503.500000 Penalty: 1022.655762
	Iteration 15Q: 3 clusters Score -3988504 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -3988975.000000 Penalty: 1022.655762
	Iteration 16Q: 3 clusters Score -3988975 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 71892 members 
Entering Unmasked Estep 
Score: -3989375.000000 Penalty: 1022.655762
	Iteration 17Q: 3 clusters Score -3989375 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 72561 members 
Entering Unmasked Estep 
Score: -3989730.750000 Penalty: 1022.655762
	Iteration 18Q: 3 clusters Score -3989731 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -3989952.000000 Penalty: 1022.655762
	Iteration 19Q: 3 clusters Score -3989952 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -3990176.750000 Penalty: 1022.655762
	Iteration 20F: 3 clusters Score -3990177 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -3990342.750000 Penalty: 1022.655762
	Iteration 21Q: 3 clusters Score -3990343 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -3990499.250000 Penalty: 1022.655762
	Iteration 22Q: 3 clusters Score -3990499 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -3990590.750000 Penalty: 1022.655762
	Iteration 23Q: 3 clusters Score -3990591 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -3990660.500000 Penalty: 1022.655762
	Iteration 24Q: 3 clusters Score -3990660 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -3990707.750000 Penalty: 1022.655762
	Iteration 25Q: 3 clusters Score -3990708 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -3990762.500000 Penalty: 1022.655762
	Iteration 26Q: 3 clusters Score -3990762 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -3990818.500000 Penalty: 1022.655762
	Iteration 27Q: 3 clusters Score -3990818 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -3990867.000000 Penalty: 1022.655762
	Iteration 28Q: 3 clusters Score -3990867 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -3990886.750000 Penalty: 1022.655762
	Iteration 29Q: 3 clusters Score -3990887 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -3990909.500000 Penalty: 1022.655762
	Iteration 30Q: 3 clusters Score -3990910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -3990918.250000 Penalty: 1022.655762
	Iteration 31Q: 3 clusters Score -3990918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -3990926.000000 Penalty: 1022.655762
	Iteration 32Q: 3 clusters Score -3990926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 75371 members 
Entering Unmasked Estep 
Score: -3990928.750000 Penalty: 1022.655762
	Iteration 33Q: 3 clusters Score -3990929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -3990937.500000 Penalty: 1022.655762
	Iteration 34Q: 3 clusters Score -3990938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 75404 members 
Entering Unmasked Estep 
Score: -3990941.750000 Penalty: 1022.655762
	Iteration 35Q: 3 clusters Score -3990942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -3990946.000000 Penalty: 1022.655762
	Iteration 36Q: 3 clusters Score -3990946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 75428 members 
Entering Unmasked Estep 
Score: -3990948.750000 Penalty: 1022.655762
	Iteration 37Q: 3 clusters Score -3990949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -3990944.250000 Penalty: 1022.655762
	Iteration 38Q: 3 clusters Score -3990944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -3990946.750000 Penalty: 1022.655762
	Iteration 39Q: 3 clusters Score -3990947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -3990944.000000 Penalty: 1022.655762
	Iteration 40F: 3 clusters Score -3990944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -3990948.250000 Penalty: 1022.655762
	Iteration 41Q: 3 clusters Score -3990948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -3990952.000000 Penalty: 1022.655762
	Iteration 42Q: 3 clusters Score -3990952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -3990955.000000 Penalty: 1022.655762
	Iteration 43Q: 3 clusters Score -3990955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 75485 members 
Entering Unmasked Estep 
Score: -3990956.500000 Penalty: 1022.655762
	Iteration 44Q: 3 clusters Score -3990956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -3990958.250000 Penalty: 1022.655762
	Iteration 45Q: 3 clusters Score -3990958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -3990956.250000 Penalty: 1022.655762
	Iteration 46Q: 3 clusters Score -3990956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -3990959.000000 Penalty: 1022.655762
	Iteration 47Q: 3 clusters Score -3990959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -3990965.000000 Penalty: 1022.655762
	Iteration 48Q: 3 clusters Score -3990965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -3990969.250000 Penalty: 1022.655762
	Iteration 49Q: 3 clusters Score -3990969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -3990971.500000 Penalty: 1022.655762
	Iteration 50Q: 3 clusters Score -3990972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -3990978.500000 Penalty: 1022.655762
	Iteration 51Q: 3 clusters Score -3990978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -3990981.500000 Penalty: 1022.655762
	Iteration 52Q: 3 clusters Score -3990982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -3990980.250000 Penalty: 1022.655762
	Iteration 53Q: 3 clusters Score -3990980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 75539 members 
Entering Unmasked Estep 
Score: -3990981.750000 Penalty: 1022.655762
	Iteration 54Q: 3 clusters Score -3990982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 75541 members 
Entering Unmasked Estep 
Score: -3990983.000000 Penalty: 1022.655762
	Iteration 55Q: 3 clusters Score -3990983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -3990983.250000 Penalty: 1022.655762
	Iteration 56Q: 3 clusters Score -3990983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -3990983.500000 Penalty: 1022.655762
	Iteration 57Q: 3 clusters Score -3990984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -3990982.250000 Penalty: 1022.655762
	Iteration 58Q: 3 clusters Score -3990982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -3990985.000000 Penalty: 1022.655762
	Iteration 59Q: 3 clusters Score -3990985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -3990986.750000 Penalty: 1022.655762
	Iteration 60F: 3 clusters Score -3990987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -244848.656250 Penalty: 384.571503
	Iteration 0F: 2 clusters Score -244848.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -241765.500000 Penalty: 769.143005
	Iteration 0F: 3 clusters Score -241765.5 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -243062.328125 Penalty: 769.143005
	Iteration 1F: 3 clusters Score -243062.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -243319.921875 Penalty: 769.143005
	Iteration 2F: 3 clusters Score -243319.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -243640.421875 Penalty: 769.143005
	Iteration 3F: 3 clusters Score -243640.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -243981.250000 Penalty: 769.143005
	Iteration 4F: 3 clusters Score -243981.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -244247.312500 Penalty: 769.143005
	Iteration 5F: 3 clusters Score -244247.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -244354.312500 Penalty: 769.143005
	Iteration 6Q: 3 clusters Score -244354.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -244399.843750 Penalty: 769.143005
	Iteration 7Q: 3 clusters Score -244399.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -244423.546875 Penalty: 769.143005
	Iteration 8Q: 3 clusters Score -244423.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -244444.609375 Penalty: 769.143005
	Iteration 9Q: 3 clusters Score -244444.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -244461.796875 Penalty: 769.143005
	Iteration 10Q: 3 clusters Score -244461.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -244482.812500 Penalty: 769.143005
	Iteration 11Q: 3 clusters Score -244482.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -244506.015625 Penalty: 769.143005
	Iteration 12Q: 3 clusters Score -244506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -244526.687500 Penalty: 769.143005
	Iteration 13Q: 3 clusters Score -244526.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -244540.265625 Penalty: 769.143005
	Iteration 14Q: 3 clusters Score -244540.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -244552.250000 Penalty: 769.143005
	Iteration 15Q: 3 clusters Score -244552.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -244557.296875 Penalty: 769.143005
	Iteration 16Q: 3 clusters Score -244557.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -244560.531250 Penalty: 769.143005
	Iteration 17Q: 3 clusters Score -244560.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -244563.125000 Penalty: 769.143005
	Iteration 18Q: 3 clusters Score -244563.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -244565.562500 Penalty: 769.143005
	Iteration 19Q: 3 clusters Score -244565.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -244570.140625 Penalty: 769.143005
	Iteration 20F: 3 clusters Score -244570.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -244575.187500 Penalty: 769.143005
	Iteration 21Q: 3 clusters Score -244575.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -244580.687500 Penalty: 769.143005
	Iteration 22Q: 3 clusters Score -244580.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -244585.750000 Penalty: 769.143005
	Iteration 23Q: 3 clusters Score -244585.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -244589.640625 Penalty: 769.143005
	Iteration 24Q: 3 clusters Score -244589.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -244594.734375 Penalty: 769.143005
	Iteration 25Q: 3 clusters Score -244594.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -244598.046875 Penalty: 769.143005
	Iteration 26Q: 3 clusters Score -244598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -244599.421875 Penalty: 769.143005
	Iteration 27Q: 3 clusters Score -244599.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -244600.734375 Penalty: 769.143005
	Iteration 28Q: 3 clusters Score -244600.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -244602.578125 Penalty: 769.143005
	Iteration 29Q: 3 clusters Score -244602.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -244605.656250 Penalty: 769.143005
	Iteration 30Q: 3 clusters Score -244605.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -244610.562500 Penalty: 769.143005
	Iteration 31Q: 3 clusters Score -244610.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -244613.500000 Penalty: 769.143005
	Iteration 32Q: 3 clusters Score -244613.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -244616.265625 Penalty: 769.143005
	Iteration 33Q: 3 clusters Score -244616.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -244618.171875 Penalty: 769.143005
	Iteration 34Q: 3 clusters Score -244618.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -244620.875000 Penalty: 769.143005
	Iteration 35Q: 3 clusters Score -244620.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -244621.156250 Penalty: 769.143005
	Iteration 36Q: 3 clusters Score -244621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -244622.359375 Penalty: 769.143005
	Iteration 37Q: 3 clusters Score -244622.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -244624.609375 Penalty: 769.143005
	Iteration 38Q: 3 clusters Score -244624.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -244626.687500 Penalty: 769.143005
	Iteration 39Q: 3 clusters Score -244626.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -244627.484375 Penalty: 769.143005
	Iteration 40F: 3 clusters Score -244627.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -244628.953125 Penalty: 769.143005
	Iteration 41Q: 3 clusters Score -244629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -244630.656250 Penalty: 769.143005
	Iteration 42Q: 3 clusters Score -244630.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -244632.390625 Penalty: 769.143005
	Iteration 43Q: 3 clusters Score -244632.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -244633.921875 Penalty: 769.143005
	Iteration 44Q: 3 clusters Score -244633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -244634.531250 Penalty: 769.143005
	Iteration 45Q: 3 clusters Score -244634.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -244634.765625 Penalty: 769.143005
	Iteration 46Q: 3 clusters Score -244634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -244635.250000 Penalty: 769.143005
	Iteration 47Q: 3 clusters Score -244635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -244635.578125 Penalty: 769.143005
	Iteration 48Q: 3 clusters Score -244635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -244635.984375 Penalty: 769.143005
	Iteration 49Q: 3 clusters Score -244636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -244635.859375 Penalty: 769.143005
	Iteration 50Q: 3 clusters Score -244635.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -244636.500000 Penalty: 769.143005
	Iteration 51Q: 3 clusters Score -244636.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -244637.093750 Penalty: 769.143005
	Iteration 52Q: 3 clusters Score -244637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -244637.593750 Penalty: 769.143005
	Iteration 53Q: 3 clusters Score -244637.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -244639.265625 Penalty: 769.143005
	Iteration 54Q: 3 clusters Score -244639.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -244641.625000 Penalty: 769.143005
	Iteration 55Q: 3 clusters Score -244641.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -244645.218750 Penalty: 769.143005
	Iteration 56Q: 3 clusters Score -244645.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -244648.687500 Penalty: 769.143005
	Iteration 57Q: 3 clusters Score -244648.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -244652.718750 Penalty: 769.143005
	Iteration 58Q: 3 clusters Score -244652.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -244655.531250 Penalty: 769.143005
	Iteration 59Q: 3 clusters Score -244655.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -244657.734375 Penalty: 769.143005
	Iteration 60F: 3 clusters Score -244657.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -244660.093750 Penalty: 769.143005
	Iteration 61Q: 3 clusters Score -244660.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -244662.343750 Penalty: 769.143005
	Iteration 62Q: 3 clusters Score -244662.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -244666.062500 Penalty: 769.143005
	Iteration 63Q: 3 clusters Score -244666.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -244671.343750 Penalty: 769.143005
	Iteration 64Q: 3 clusters Score -244671.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -244676.296875 Penalty: 769.143005
	Iteration 65Q: 3 clusters Score -244676.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -244678.234375 Penalty: 769.143005
	Iteration 66Q: 3 clusters Score -244678.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -244682.468750 Penalty: 769.143005
	Iteration 67Q: 3 clusters Score -244682.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -244687.734375 Penalty: 769.143005
	Iteration 68Q: 3 clusters Score -244687.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -244689.250000 Penalty: 769.143005
	Iteration 69Q: 3 clusters Score -244689.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -244690.953125 Penalty: 769.143005
	Iteration 70Q: 3 clusters Score -244691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -244692.968750 Penalty: 769.143005
	Iteration 71Q: 3 clusters Score -244693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -244694.359375 Penalty: 769.143005
	Iteration 72Q: 3 clusters Score -244694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -244695.109375 Penalty: 769.143005
	Iteration 73Q: 3 clusters Score -244695.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -244696.296875 Penalty: 769.143005
	Iteration 74Q: 3 clusters Score -244696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -244697.140625 Penalty: 769.143005
	Iteration 75Q: 3 clusters Score -244697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -244697.515625 Penalty: 769.143005
	Iteration 76Q: 3 clusters Score -244697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -244697.609375 Penalty: 769.143005
	Iteration 77Q: 3 clusters Score -244697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -244697.609375 Penalty: 769.143005
	Iteration 78F: 3 clusters Score -244697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (27026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Entering Unmasked Estep 
Score: -1495511.125000 Penalty: 464.307220
	Iteration 0F: 2 clusters Score -1495511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1477444.625000 Penalty: 928.614441
	Iteration 0F: 3 clusters Score -1477445 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1484799.625000 Penalty: 928.614441
	Iteration 1F: 3 clusters Score -1484800 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1485053.625000 Penalty: 928.614441
	Iteration 2Q: 3 clusters Score -1485054 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1485342.125000 Penalty: 928.614441
	Iteration 3Q: 3 clusters Score -1485342 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1485774.125000 Penalty: 928.614441
	Iteration 4Q: 3 clusters Score -1485774 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1486504.500000 Penalty: 928.614441
	Iteration 5F: 3 clusters Score -1486504 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1487738.500000 Penalty: 928.614441
	Iteration 6F: 3 clusters Score -1487738 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1489615.250000 Penalty: 928.614441
	Iteration 7F: 3 clusters Score -1489615 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1491667.625000 Penalty: 928.614441
	Iteration 8F: 3 clusters Score -1491668 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1493199.250000 Penalty: 928.614441
	Iteration 9F: 3 clusters Score -1493199 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1494090.625000 Penalty: 928.614441
	Iteration 10Q: 3 clusters Score -1494091 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1494573.375000 Penalty: 928.614441
	Iteration 11Q: 3 clusters Score -1494573 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1494813.625000 Penalty: 928.614441
	Iteration 12Q: 3 clusters Score -1494814 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1494944.000000 Penalty: 928.614441
	Iteration 13Q: 3 clusters Score -1494944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1495012.500000 Penalty: 928.614441
	Iteration 14Q: 3 clusters Score -1495012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1495047.125000 Penalty: 928.614441
	Iteration 15Q: 3 clusters Score -1495047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1495062.125000 Penalty: 928.614441
	Iteration 16Q: 3 clusters Score -1495062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1495067.375000 Penalty: 928.614441
	Iteration 17Q: 3 clusters Score -1495067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1495070.625000 Penalty: 928.614441
	Iteration 18Q: 3 clusters Score -1495071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1495075.875000 Penalty: 928.614441
	Iteration 19Q: 3 clusters Score -1495076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -1495077.000000 Penalty: 928.614441
	Iteration 20F: 3 clusters Score -1495077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -1495081.500000 Penalty: 928.614441
	Iteration 21Q: 3 clusters Score -1495082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -1495086.750000 Penalty: 928.614441
	Iteration 22Q: 3 clusters Score -1495087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -1495090.000000 Penalty: 928.614441
	Iteration 23Q: 3 clusters Score -1495090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -1495100.750000 Penalty: 928.614441
	Iteration 24Q: 3 clusters Score -1495101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -1495107.875000 Penalty: 928.614441
	Iteration 25Q: 3 clusters Score -1495108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -1495112.375000 Penalty: 928.614441
	Iteration 26Q: 3 clusters Score -1495112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1495114.500000 Penalty: 928.614441
	Iteration 27Q: 3 clusters Score -1495114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1495114.625000 Penalty: 928.614441
	Iteration 28Q: 3 clusters Score -1495115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -1495116.875000 Penalty: 928.614441
	Iteration 29Q: 3 clusters Score -1495117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1495117.875000 Penalty: 928.614441
	Iteration 30Q: 3 clusters Score -1495118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -1495117.875000 Penalty: 928.614441
	Iteration 31F: 3 clusters Score -1495118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (161111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161111 members 
Entering Unmasked Estep 
Score: -8364946.500000 Penalty: 545.538147
	Iteration 0F: 2 clusters Score -8364946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -8256693.000000 Penalty: 1091.076294
	Iteration 0F: 3 clusters Score -8256693 nChanged 79339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -8305776.000000 Penalty: 1091.076294
	Iteration 1F: 3 clusters Score -8305776 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94277 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -8308375.500000 Penalty: 1091.076294
	Iteration 2Q: 3 clusters Score -8308376 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101276 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -8312876.500000 Penalty: 1091.076294
	Iteration 3F: 3 clusters Score -8312876 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110365 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -8320694.000000 Penalty: 1091.076294
	Iteration 4F: 3 clusters Score -8320694 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120410 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -8330941.500000 Penalty: 1091.076294
	Iteration 5F: 3 clusters Score -8330942 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -8340856.000000 Penalty: 1091.076294
	Iteration 6F: 3 clusters Score -8340856 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134408 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -8346677.500000 Penalty: 1091.076294
	Iteration 7Q: 3 clusters Score -8346678 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138395 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -8349718.500000 Penalty: 1091.076294
	Iteration 8Q: 3 clusters Score -8349718 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141879 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -8351700.000000 Penalty: 1091.076294
	Iteration 9Q: 3 clusters Score -8351700 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145111 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -8353517.000000 Penalty: 1091.076294
	Iteration 10Q: 3 clusters Score -8353517 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -8355460.500000 Penalty: 1091.076294
	Iteration 11Q: 3 clusters Score -8355460 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150760 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -8357354.500000 Penalty: 1091.076294
	Iteration 12Q: 3 clusters Score -8357354 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153184 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -8359148.500000 Penalty: 1091.076294
	Iteration 13Q: 3 clusters Score -8359148 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -8360496.000000 Penalty: 1091.076294
	Iteration 14Q: 3 clusters Score -8360496 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156943 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -8361689.000000 Penalty: 1091.076294
	Iteration 15Q: 3 clusters Score -8361689 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158324 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8362630.500000 Penalty: 1091.076294
	Iteration 16Q: 3 clusters Score -8362630 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159436 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8363421.500000 Penalty: 1091.076294
	Iteration 17Q: 3 clusters Score -8363422 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160217 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8363919.500000 Penalty: 1091.076294
	Iteration 18Q: 3 clusters Score -8363920 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160706 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8364251.500000 Penalty: 1091.076294
	Iteration 19Q: 3 clusters Score -8364252 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160932 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8364385.000000 Penalty: 1091.076294
	Iteration 20F: 3 clusters Score -8364385 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160998 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8364440.000000 Penalty: 1091.076294
	Iteration 21Q: 3 clusters Score -8364440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161026 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8364463.500000 Penalty: 1091.076294
	Iteration 22Q: 3 clusters Score -8364464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161035 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8364472.000000 Penalty: 1091.076294
	Iteration 23Q: 3 clusters Score -8364472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161039 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8364485.000000 Penalty: 1091.076294
	Iteration 24Q: 3 clusters Score -8364485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161043 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8364488.500000 Penalty: 1091.076294
	Iteration 25Q: 3 clusters Score -8364488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161044 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8364492.500000 Penalty: 1091.076294
	Iteration 26Q: 3 clusters Score -8364492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161044 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8364492.500000 Penalty: 1091.076294
	Iteration 27F: 3 clusters Score -8364492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -106412.750000 Penalty: 344.875397
	Iteration 0F: 2 clusters Score -106412.8 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 979 members 
Entering Unmasked Estep 
Score: -104979.328125 Penalty: 689.750793
	Iteration 0F: 3 clusters Score -104979.3 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -105412.960938 Penalty: 689.750793
	Iteration 1F: 3 clusters Score -105413 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -105479.531250 Penalty: 689.750793
	Iteration 2F: 3 clusters Score -105479.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -105526.617188 Penalty: 689.750793
	Iteration 3Q: 3 clusters Score -105526.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -105565.992188 Penalty: 689.750793
	Iteration 4Q: 3 clusters Score -105566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -105601.117188 Penalty: 689.750793
	Iteration 5Q: 3 clusters Score -105601.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -105626.656250 Penalty: 689.750793
	Iteration 6Q: 3 clusters Score -105626.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -105655.757812 Penalty: 689.750793
	Iteration 7Q: 3 clusters Score -105655.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -105688.750000 Penalty: 689.750793
	Iteration 8Q: 3 clusters Score -105688.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -105728.578125 Penalty: 689.750793
	Iteration 9Q: 3 clusters Score -105728.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -105769.195312 Penalty: 689.750793
	Iteration 10Q: 3 clusters Score -105769.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -105810.203125 Penalty: 689.750793
	Iteration 11Q: 3 clusters Score -105810.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -105839.640625 Penalty: 689.750793
	Iteration 12Q: 3 clusters Score -105839.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -105855.835938 Penalty: 689.750793
	Iteration 13Q: 3 clusters Score -105855.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -105864.250000 Penalty: 689.750793
	Iteration 14Q: 3 clusters Score -105864.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -105871.195312 Penalty: 689.750793
	Iteration 15Q: 3 clusters Score -105871.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -105873.195312 Penalty: 689.750793
	Iteration 16Q: 3 clusters Score -105873.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -105876.187500 Penalty: 689.750793
	Iteration 17Q: 3 clusters Score -105876.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -105878.968750 Penalty: 689.750793
	Iteration 18Q: 3 clusters Score -105879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -105881.804688 Penalty: 689.750793
	Iteration 19Q: 3 clusters Score -105881.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -105884.625000 Penalty: 689.750793
	Iteration 20F: 3 clusters Score -105884.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -105888.039062 Penalty: 689.750793
	Iteration 21Q: 3 clusters Score -105888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -105892.289062 Penalty: 689.750793
	Iteration 22Q: 3 clusters Score -105892.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -105894.484375 Penalty: 689.750793
	Iteration 23Q: 3 clusters Score -105894.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -105895.562500 Penalty: 689.750793
	Iteration 24Q: 3 clusters Score -105895.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -105896.601562 Penalty: 689.750793
	Iteration 25Q: 3 clusters Score -105896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -105897.914062 Penalty: 689.750793
	Iteration 26Q: 3 clusters Score -105897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -105899.414062 Penalty: 689.750793
	Iteration 27Q: 3 clusters Score -105899.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -105902.773438 Penalty: 689.750793
	Iteration 28Q: 3 clusters Score -105902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -105903.984375 Penalty: 689.750793
	Iteration 29Q: 3 clusters Score -105904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -105904.382812 Penalty: 689.750793
	Iteration 30Q: 3 clusters Score -105904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105904.718750 Penalty: 689.750793
	Iteration 31Q: 3 clusters Score -105904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -105905.390625 Penalty: 689.750793
	Iteration 32Q: 3 clusters Score -105905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105905.507812 Penalty: 689.750793
	Iteration 33Q: 3 clusters Score -105905.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -105905.718750 Penalty: 689.750793
	Iteration 34Q: 3 clusters Score -105905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -105905.937500 Penalty: 689.750793
	Iteration 35Q: 3 clusters Score -105905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105906.070312 Penalty: 689.750793
	Iteration 36Q: 3 clusters Score -105906.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -105906.804688 Penalty: 689.750793
	Iteration 37Q: 3 clusters Score -105906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105908.781250 Penalty: 689.750793
	Iteration 38Q: 3 clusters Score -105908.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -105912.476562 Penalty: 689.750793
	Iteration 39Q: 3 clusters Score -105912.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105914.781250 Penalty: 689.750793
	Iteration 40F: 3 clusters Score -105914.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -105917.617188 Penalty: 689.750793
	Iteration 41Q: 3 clusters Score -105917.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -105921.718750 Penalty: 689.750793
	Iteration 42Q: 3 clusters Score -105921.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -105925.929688 Penalty: 689.750793
	Iteration 43Q: 3 clusters Score -105925.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -105931.515625 Penalty: 689.750793
	Iteration 44Q: 3 clusters Score -105931.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -105933.890625 Penalty: 689.750793
	Iteration 45Q: 3 clusters Score -105933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -105935.648438 Penalty: 689.750793
	Iteration 46Q: 3 clusters Score -105935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -105938.578125 Penalty: 689.750793
	Iteration 47Q: 3 clusters Score -105938.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -105940.039062 Penalty: 689.750793
	Iteration 48Q: 3 clusters Score -105940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -105941.039062 Penalty: 689.750793
	Iteration 49Q: 3 clusters Score -105941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -105942.070312 Penalty: 689.750793
	Iteration 50Q: 3 clusters Score -105942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -105942.328125 Penalty: 689.750793
	Iteration 51Q: 3 clusters Score -105942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -105942.617188 Penalty: 689.750793
	Iteration 52Q: 3 clusters Score -105942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -105943.859375 Penalty: 689.750793
	Iteration 53Q: 3 clusters Score -105943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -105944.296875 Penalty: 689.750793
	Iteration 54Q: 3 clusters Score -105944.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -105944.765625 Penalty: 689.750793
	Iteration 55Q: 3 clusters Score -105944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -105944.851562 Penalty: 689.750793
	Iteration 56Q: 3 clusters Score -105944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -105945.093750 Penalty: 689.750793
	Iteration 57Q: 3 clusters Score -105945.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -105945.351562 Penalty: 689.750793
	Iteration 58Q: 3 clusters Score -105945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105945.929688 Penalty: 689.750793
	Iteration 59Q: 3 clusters Score -105945.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105946.414062 Penalty: 689.750793
	Iteration 60F: 3 clusters Score -105946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -105947.578125 Penalty: 689.750793
	Iteration 61Q: 3 clusters Score -105947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -105949.062500 Penalty: 689.750793
	Iteration 62Q: 3 clusters Score -105949.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -105950.250000 Penalty: 689.750793
	Iteration 63Q: 3 clusters Score -105950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105951.085938 Penalty: 689.750793
	Iteration 64Q: 3 clusters Score -105951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -105951.281250 Penalty: 689.750793
	Iteration 65Q: 3 clusters Score -105951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -105951.343750 Penalty: 689.750793
	Iteration 66Q: 3 clusters Score -105951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -105951.593750 Penalty: 689.750793
	Iteration 67Q: 3 clusters Score -105951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -105951.945312 Penalty: 689.750793
	Iteration 68Q: 3 clusters Score -105951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -105952.226562 Penalty: 689.750793
	Iteration 69Q: 3 clusters Score -105952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -105952.890625 Penalty: 689.750793
	Iteration 70Q: 3 clusters Score -105952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -105953.351562 Penalty: 689.750793
	Iteration 71Q: 3 clusters Score -105953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -105953.726562 Penalty: 689.750793
	Iteration 72Q: 3 clusters Score -105953.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -105953.726562 Penalty: 689.750793
	Iteration 73F: 3 clusters Score -105953.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (12342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Entering Unmasked Estep 
Score: -712572.500000 Penalty: 428.644714
	Iteration 0F: 2 clusters Score -712572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -704364.437500 Penalty: 857.289429
	Iteration 0F: 3 clusters Score -704364.4 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -707584.750000 Penalty: 857.289429
	Iteration 1F: 3 clusters Score -707584.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -707727.937500 Penalty: 857.289429
	Iteration 2Q: 3 clusters Score -707727.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -707867.375000 Penalty: 857.289429
	Iteration 3Q: 3 clusters Score -707867.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -708011.125000 Penalty: 857.289429
	Iteration 4Q: 3 clusters Score -708011.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -708206.375000 Penalty: 857.289429
	Iteration 5Q: 3 clusters Score -708206.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -708509.625000 Penalty: 857.289429
	Iteration 6Q: 3 clusters Score -708509.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -709006.312500 Penalty: 857.289429
	Iteration 7Q: 3 clusters Score -709006.3 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -709704.312500 Penalty: 857.289429
	Iteration 8F: 3 clusters Score -709704.3 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -710422.687500 Penalty: 857.289429
	Iteration 9F: 3 clusters Score -710422.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -710917.000000 Penalty: 857.289429
	Iteration 10Q: 3 clusters Score -710917 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -711202.437500 Penalty: 857.289429
	Iteration 11Q: 3 clusters Score -711202.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -711383.750000 Penalty: 857.289429
	Iteration 12Q: 3 clusters Score -711383.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -711512.000000 Penalty: 857.289429
	Iteration 13Q: 3 clusters Score -711512 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -711623.437500 Penalty: 857.289429
	Iteration 14Q: 3 clusters Score -711623.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -711730.250000 Penalty: 857.289429
	Iteration 15Q: 3 clusters Score -711730.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -711806.062500 Penalty: 857.289429
	Iteration 16Q: 3 clusters Score -711806.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -711869.312500 Penalty: 857.289429
	Iteration 17Q: 3 clusters Score -711869.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -711914.062500 Penalty: 857.289429
	Iteration 18Q: 3 clusters Score -711914.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -711938.812500 Penalty: 857.289429
	Iteration 19Q: 3 clusters Score -711938.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -711960.187500 Penalty: 857.289429
	Iteration 20F: 3 clusters Score -711960.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -711977.625000 Penalty: 857.289429
	Iteration 21Q: 3 clusters Score -711977.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -711992.812500 Penalty: 857.289429
	Iteration 22Q: 3 clusters Score -711992.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -712000.500000 Penalty: 857.289429
	Iteration 23Q: 3 clusters Score -712000.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -712009.000000 Penalty: 857.289429
	Iteration 24Q: 3 clusters Score -712009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -712017.875000 Penalty: 857.289429
	Iteration 25Q: 3 clusters Score -712017.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -712024.000000 Penalty: 857.289429
	Iteration 26Q: 3 clusters Score -712024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -712030.625000 Penalty: 857.289429
	Iteration 27Q: 3 clusters Score -712030.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -712035.812500 Penalty: 857.289429
	Iteration 28Q: 3 clusters Score -712035.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -712038.437500 Penalty: 857.289429
	Iteration 29Q: 3 clusters Score -712038.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -712043.062500 Penalty: 857.289429
	Iteration 30Q: 3 clusters Score -712043.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -712047.937500 Penalty: 857.289429
	Iteration 31Q: 3 clusters Score -712047.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -712050.312500 Penalty: 857.289429
	Iteration 32Q: 3 clusters Score -712050.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -712059.750000 Penalty: 857.289429
	Iteration 33Q: 3 clusters Score -712059.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -712064.687500 Penalty: 857.289429
	Iteration 34Q: 3 clusters Score -712064.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -712070.062500 Penalty: 857.289429
	Iteration 35Q: 3 clusters Score -712070.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -712075.687500 Penalty: 857.289429
	Iteration 36Q: 3 clusters Score -712075.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -712079.187500 Penalty: 857.289429
	Iteration 37Q: 3 clusters Score -712079.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -712088.000000 Penalty: 857.289429
	Iteration 38Q: 3 clusters Score -712088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -712093.000000 Penalty: 857.289429
	Iteration 39Q: 3 clusters Score -712093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -712097.062500 Penalty: 857.289429
	Iteration 40F: 3 clusters Score -712097.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -712102.687500 Penalty: 857.289429
	Iteration 41Q: 3 clusters Score -712102.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -712105.437500 Penalty: 857.289429
	Iteration 42Q: 3 clusters Score -712105.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -712107.875000 Penalty: 857.289429
	Iteration 43Q: 3 clusters Score -712107.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -712110.625000 Penalty: 857.289429
	Iteration 44Q: 3 clusters Score -712110.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -712113.937500 Penalty: 857.289429
	Iteration 45Q: 3 clusters Score -712113.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -712118.625000 Penalty: 857.289429
	Iteration 46Q: 3 clusters Score -712118.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -712121.500000 Penalty: 857.289429
	Iteration 47Q: 3 clusters Score -712121.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -712125.062500 Penalty: 857.289429
	Iteration 48Q: 3 clusters Score -712125.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -712127.812500 Penalty: 857.289429
	Iteration 49Q: 3 clusters Score -712127.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -712131.937500 Penalty: 857.289429
	Iteration 50Q: 3 clusters Score -712131.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -712134.062500 Penalty: 857.289429
	Iteration 51Q: 3 clusters Score -712134.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -712136.562500 Penalty: 857.289429
	Iteration 52Q: 3 clusters Score -712136.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -712139.187500 Penalty: 857.289429
	Iteration 53Q: 3 clusters Score -712139.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -712140.562500 Penalty: 857.289429
	Iteration 54Q: 3 clusters Score -712140.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -712142.937500 Penalty: 857.289429
	Iteration 55Q: 3 clusters Score -712142.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -712147.187500 Penalty: 857.289429
	Iteration 56Q: 3 clusters Score -712147.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -712152.062500 Penalty: 857.289429
	Iteration 57Q: 3 clusters Score -712152.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -712157.812500 Penalty: 857.289429
	Iteration 58Q: 3 clusters Score -712157.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -712163.437500 Penalty: 857.289429
	Iteration 59Q: 3 clusters Score -712163.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -712167.562500 Penalty: 857.289429
	Iteration 60F: 3 clusters Score -712167.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -712172.750000 Penalty: 857.289429
	Iteration 61Q: 3 clusters Score -712172.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -712178.562500 Penalty: 857.289429
	Iteration 62Q: 3 clusters Score -712178.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -712183.562500 Penalty: 857.289429
	Iteration 63Q: 3 clusters Score -712183.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -712189.125000 Penalty: 857.289429
	Iteration 64Q: 3 clusters Score -712189.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -712190.437500 Penalty: 857.289429
	Iteration 65Q: 3 clusters Score -712190.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -712193.000000 Penalty: 857.289429
	Iteration 66Q: 3 clusters Score -712193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -712194.312500 Penalty: 857.289429
	Iteration 67Q: 3 clusters Score -712194.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -712193.750000 Penalty: 857.289429
	Iteration 68Q: 3 clusters Score -712193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -712193.375000 Penalty: 857.289429
	Iteration 69Q: 3 clusters Score -712193.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -712193.500000 Penalty: 857.289429
	Iteration 70Q: 3 clusters Score -712193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -712194.125000 Penalty: 857.289429
	Iteration 71Q: 3 clusters Score -712194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -712195.562500 Penalty: 857.289429
	Iteration 72Q: 3 clusters Score -712195.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -712196.687500 Penalty: 857.289429
	Iteration 73Q: 3 clusters Score -712196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -712196.562500 Penalty: 857.289429
	Iteration 74Q: 3 clusters Score -712196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -712197.500000 Penalty: 857.289429
	Iteration 75Q: 3 clusters Score -712197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -712197.250000 Penalty: 857.289429
	Iteration 76Q: 3 clusters Score -712197.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -712198.562500 Penalty: 857.289429
	Iteration 77Q: 3 clusters Score -712198.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -712196.937500 Penalty: 857.289429
	Iteration 78Q: 3 clusters Score -712196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -712198.062500 Penalty: 857.289429
	Iteration 79Q: 3 clusters Score -712198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -712198.687500 Penalty: 857.289429
	Iteration 80F: 3 clusters Score -712198.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -712199.375000 Penalty: 857.289429
	Iteration 81Q: 3 clusters Score -712199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -712200.250000 Penalty: 857.289429
	Iteration 82Q: 3 clusters Score -712200.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -712203.250000 Penalty: 857.289429
	Iteration 83Q: 3 clusters Score -712203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -712205.187500 Penalty: 857.289429
	Iteration 84Q: 3 clusters Score -712205.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -712206.625000 Penalty: 857.289429
	Iteration 85Q: 3 clusters Score -712206.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -712211.187500 Penalty: 857.289429
	Iteration 86Q: 3 clusters Score -712211.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -712211.687500 Penalty: 857.289429
	Iteration 87Q: 3 clusters Score -712211.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -712214.375000 Penalty: 857.289429
	Iteration 88Q: 3 clusters Score -712214.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -712214.875000 Penalty: 857.289429
	Iteration 89Q: 3 clusters Score -712214.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -712217.500000 Penalty: 857.289429
	Iteration 90Q: 3 clusters Score -712217.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -712220.562500 Penalty: 857.289429
	Iteration 91Q: 3 clusters Score -712220.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -712222.437500 Penalty: 857.289429
	Iteration 92Q: 3 clusters Score -712222.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -712225.437500 Penalty: 857.289429
	Iteration 93Q: 3 clusters Score -712225.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -712225.437500 Penalty: 857.289429
	Iteration 94Q: 3 clusters Score -712225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -712229.187500 Penalty: 857.289429
	Iteration 95Q: 3 clusters Score -712229.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -712231.125000 Penalty: 857.289429
	Iteration 96Q: 3 clusters Score -712231.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -712231.500000 Penalty: 857.289429
	Iteration 97Q: 3 clusters Score -712231.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -712233.750000 Penalty: 857.289429
	Iteration 98Q: 3 clusters Score -712233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -712234.125000 Penalty: 857.289429
	Iteration 99Q: 3 clusters Score -712234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -712235.125000 Penalty: 857.289429
	Iteration 100F: 3 clusters Score -712235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -712234.875000 Penalty: 857.289429
	Iteration 101Q: 3 clusters Score -712234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -712235.500000 Penalty: 857.289429
	Iteration 102Q: 3 clusters Score -712235.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -712234.687500 Penalty: 857.289429
	Iteration 103Q: 3 clusters Score -712234.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -712235.750000 Penalty: 857.289429
	Iteration 104Q: 3 clusters Score -712235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -712236.750000 Penalty: 857.289429
	Iteration 105Q: 3 clusters Score -712236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -712238.250000 Penalty: 857.289429
	Iteration 106Q: 3 clusters Score -712238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -712239.250000 Penalty: 857.289429
	Iteration 107Q: 3 clusters Score -712239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -712240.125000 Penalty: 857.289429
	Iteration 108Q: 3 clusters Score -712240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -712238.937500 Penalty: 857.289429
	Iteration 109Q: 3 clusters Score -712238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -712239.437500 Penalty: 857.289429
	Iteration 110Q: 3 clusters Score -712239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -712239.437500 Penalty: 857.289429
	Iteration 111F: 3 clusters Score -712239.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (22926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Entering Unmasked Estep 
Score: -1280695.750000 Penalty: 456.821228
	Iteration 0F: 2 clusters Score -1280696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1265412.500000 Penalty: 913.642456
	Iteration 0F: 3 clusters Score -1265412 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1272009.750000 Penalty: 913.642456
	Iteration 1F: 3 clusters Score -1272010 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1272779.500000 Penalty: 913.642456
	Iteration 2F: 3 clusters Score -1272780 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1274110.875000 Penalty: 913.642456
	Iteration 3F: 3 clusters Score -1274111 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -1275862.125000 Penalty: 913.642456
	Iteration 4F: 3 clusters Score -1275862 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -1277591.250000 Penalty: 913.642456
	Iteration 5F: 3 clusters Score -1277591 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -1278905.000000 Penalty: 913.642456
	Iteration 6F: 3 clusters Score -1278905 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -1279740.625000 Penalty: 913.642456
	Iteration 7Q: 3 clusters Score -1279741 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -1280100.500000 Penalty: 913.642456
	Iteration 8Q: 3 clusters Score -1280100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -1280205.375000 Penalty: 913.642456
	Iteration 9Q: 3 clusters Score -1280205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -1280245.250000 Penalty: 913.642456
	Iteration 10Q: 3 clusters Score -1280245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -1280265.375000 Penalty: 913.642456
	Iteration 11Q: 3 clusters Score -1280265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1280276.250000 Penalty: 913.642456
	Iteration 12Q: 3 clusters Score -1280276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1280278.250000 Penalty: 913.642456
	Iteration 13Q: 3 clusters Score -1280278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -1280280.125000 Penalty: 913.642456
	Iteration 14Q: 3 clusters Score -1280280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -1280284.625000 Penalty: 913.642456
	Iteration 15Q: 3 clusters Score -1280285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -1280286.875000 Penalty: 913.642456
	Iteration 16Q: 3 clusters Score -1280287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -1280291.250000 Penalty: 913.642456
	Iteration 17Q: 3 clusters Score -1280291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -1280294.125000 Penalty: 913.642456
	Iteration 18Q: 3 clusters Score -1280294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -1280296.750000 Penalty: 913.642456
	Iteration 19Q: 3 clusters Score -1280297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -1280296.750000 Penalty: 913.642456
	Iteration 20F: 3 clusters Score -1280297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 61732 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 77799 members 
Mstep: Class 6 contains 14943 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 37251 members 
Mstep: Class 11 contains 76405 members 
Mstep: Class 12 contains 17787 members 
Mstep: Class 13 contains 67437 members 
Mstep: Class 14 contains 18594 members 
Mstep: Class 15 contains 83298 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15306 members 
Mstep: Class 18 contains 74016 members 
Mstep: Class 19 contains 73511 members 
Mstep: Class 20 contains 122776 members 
Mstep: Class 21 contains 48217 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 41764 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2561 members 
Mstep: Class 27 contains 13055 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 151007 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3031 members 
Mstep: Class 32 contains 14224 members 
Mstep: Class 33 contains 11144 members 
Mstep: Class 34 contains 92430 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 87261 members 
Mstep: Class 37 contains 80853 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75961 members 
Mstep: Class 41 contains 4685 members 
Mstep: Class 42 contains 27026 members 
Mstep: Class 43 contains 161111 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 12342 members 
Mstep: Class 46 contains 22926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425672.000000 Penalty: 30063.429688
Iteration 399Q: 47 clusters Score -8.742567e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 61382 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 77866 members 
Mstep: Class 6 contains 14923 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 37136 members 
Mstep: Class 11 contains 76349 members 
Mstep: Class 12 contains 17773 members 
Mstep: Class 13 contains 67515 members 
Mstep: Class 14 contains 18604 members 
Mstep: Class 15 contains 83333 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15313 members 
Mstep: Class 18 contains 74000 members 
Mstep: Class 19 contains 73606 members 
Mstep: Class 20 contains 122826 members 
Mstep: Class 21 contains 48207 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 41779 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 13003 members 
Mstep: Class 28 contains 5845 members 
Mstep: Class 29 contains 150943 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3036 members 
Mstep: Class 32 contains 14228 members 
Mstep: Class 33 contains 11128 members 
Mstep: Class 34 contains 92444 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 87378 members 
Mstep: Class 37 contains 80862 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75911 members 
Mstep: Class 41 contains 4687 members 
Mstep: Class 42 contains 26969 members 
Mstep: Class 43 contains 161107 members 
Mstep: Class 44 contains 1956 members 
Mstep: Class 45 contains 12475 members 
Mstep: Class 46 contains 23083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425568.000000 Penalty: 30063.429688
Iteration 400F: 47 clusters Score -8.742557e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97882 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 61030 members 
Mstep: Class 4 contains 3312 members 
Mstep: Class 5 contains 77952 members 
Mstep: Class 6 contains 14910 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 36999 members 
Mstep: Class 11 contains 76280 members 
Mstep: Class 12 contains 17759 members 
Mstep: Class 13 contains 67604 members 
Mstep: Class 14 contains 18613 members 
Mstep: Class 15 contains 83364 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15323 members 
Mstep: Class 18 contains 73987 members 
Mstep: Class 19 contains 73683 members 
Mstep: Class 20 contains 122874 members 
Mstep: Class 21 contains 48203 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 41783 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2561 members 
Mstep: Class 27 contains 12971 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 150874 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3042 members 
Mstep: Class 32 contains 14231 members 
Mstep: Class 33 contains 11107 members 
Mstep: Class 34 contains 92465 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 87468 members 
Mstep: Class 37 contains 80897 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75858 members 
Mstep: Class 41 contains 4687 members 
Mstep: Class 42 contains 26919 members 
Mstep: Class 43 contains 161121 members 
Mstep: Class 44 contains 1961 members 
Mstep: Class 45 contains 12588 members 
Mstep: Class 46 contains 23236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425440.000000 Penalty: 30063.429688
Iteration 401Q: 47 clusters Score -8.742544e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 60667 members 
Mstep: Class 4 contains 3307 members 
Mstep: Class 5 contains 78038 members 
Mstep: Class 6 contains 14904 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 36880 members 
Mstep: Class 11 contains 76237 members 
Mstep: Class 12 contains 17740 members 
Mstep: Class 13 contains 67693 members 
Mstep: Class 14 contains 18622 members 
Mstep: Class 15 contains 83387 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15327 members 
Mstep: Class 18 contains 74007 members 
Mstep: Class 19 contains 73760 members 
Mstep: Class 20 contains 122928 members 
Mstep: Class 21 contains 48195 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 41802 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2564 members 
Mstep: Class 27 contains 12936 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 150823 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3051 members 
Mstep: Class 32 contains 14231 members 
Mstep: Class 33 contains 11086 members 
Mstep: Class 34 contains 92471 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 87540 members 
Mstep: Class 37 contains 80925 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75797 members 
Mstep: Class 41 contains 4689 members 
Mstep: Class 42 contains 26844 members 
Mstep: Class 43 contains 161126 members 
Mstep: Class 44 contains 1963 members 
Mstep: Class 45 contains 12695 members 
Mstep: Class 46 contains 23382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425472.000000 Penalty: 30063.429688
Iteration 402Q: 47 clusters Score -8.742547e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97963 members 
Mstep: Class 2 contains 3124 members 
Mstep: Class 3 contains 60311 members 
Mstep: Class 4 contains 3302 members 
Mstep: Class 5 contains 78114 members 
Mstep: Class 6 contains 14899 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 36757 members 
Mstep: Class 11 contains 76166 members 
Mstep: Class 12 contains 17724 members 
Mstep: Class 13 contains 67780 members 
Mstep: Class 14 contains 18627 members 
Mstep: Class 15 contains 83401 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15345 members 
Mstep: Class 18 contains 74044 members 
Mstep: Class 19 contains 73838 members 
Mstep: Class 20 contains 122987 members 
Mstep: Class 21 contains 48183 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 41819 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2567 members 
Mstep: Class 27 contains 12894 members 
Mstep: Class 28 contains 5842 members 
Mstep: Class 29 contains 150763 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3055 members 
Mstep: Class 32 contains 14229 members 
Mstep: Class 33 contains 11068 members 
Mstep: Class 34 contains 92499 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 87620 members 
Mstep: Class 37 contains 80965 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75732 members 
Mstep: Class 41 contains 4692 members 
Mstep: Class 42 contains 26758 members 
Mstep: Class 43 contains 161119 members 
Mstep: Class 44 contains 1966 members 
Mstep: Class 45 contains 12808 members 
Mstep: Class 46 contains 23545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425568.000000 Penalty: 30063.429688
Iteration 403Q: 47 clusters Score -8.742557e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 59907 members 
Mstep: Class 4 contains 3305 members 
Mstep: Class 5 contains 78220 members 
Mstep: Class 6 contains 14884 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 36629 members 
Mstep: Class 11 contains 76116 members 
Mstep: Class 12 contains 17707 members 
Mstep: Class 13 contains 67862 members 
Mstep: Class 14 contains 18629 members 
Mstep: Class 15 contains 83414 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 15364 members 
Mstep: Class 18 contains 74056 members 
Mstep: Class 19 contains 73931 members 
Mstep: Class 20 contains 123060 members 
Mstep: Class 21 contains 48173 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 41834 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2568 members 
Mstep: Class 27 contains 12844 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 150689 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3060 members 
Mstep: Class 32 contains 14227 members 
Mstep: Class 33 contains 11051 members 
Mstep: Class 34 contains 92539 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 87712 members 
Mstep: Class 37 contains 80989 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75694 members 
Mstep: Class 41 contains 4695 members 
Mstep: Class 42 contains 26684 members 
Mstep: Class 43 contains 161110 members 
Mstep: Class 44 contains 1968 members 
Mstep: Class 45 contains 12932 members 
Mstep: Class 46 contains 23709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425304.000000 Penalty: 30063.429688
Iteration 404Q: 47 clusters Score -8.74253e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98011 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 59544 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 78322 members 
Mstep: Class 6 contains 14873 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 36493 members 
Mstep: Class 11 contains 76052 members 
Mstep: Class 12 contains 17689 members 
Mstep: Class 13 contains 67941 members 
Mstep: Class 14 contains 18631 members 
Mstep: Class 15 contains 83432 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15382 members 
Mstep: Class 18 contains 74052 members 
Mstep: Class 19 contains 74001 members 
Mstep: Class 20 contains 123127 members 
Mstep: Class 21 contains 48162 members 
Mstep: Class 22 contains 2536 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 41848 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2574 members 
Mstep: Class 27 contains 12799 members 
Mstep: Class 28 contains 5842 members 
Mstep: Class 29 contains 150614 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3064 members 
Mstep: Class 32 contains 14225 members 
Mstep: Class 33 contains 11040 members 
Mstep: Class 34 contains 92561 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 87783 members 
Mstep: Class 37 contains 81022 members 
Mstep: Class 38 contains 522 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75651 members 
Mstep: Class 41 contains 4697 members 
Mstep: Class 42 contains 26609 members 
Mstep: Class 43 contains 161105 members 
Mstep: Class 44 contains 1970 members 
Mstep: Class 45 contains 13071 members 
Mstep: Class 46 contains 23883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425224.000000 Penalty: 30063.429688
Iteration 405Q: 47 clusters Score -8.742522e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98037 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 59181 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 78405 members 
Mstep: Class 6 contains 14864 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 36351 members 
Mstep: Class 11 contains 76016 members 
Mstep: Class 12 contains 17675 members 
Mstep: Class 13 contains 68001 members 
Mstep: Class 14 contains 18629 members 
Mstep: Class 15 contains 83437 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 15404 members 
Mstep: Class 18 contains 74052 members 
Mstep: Class 19 contains 74081 members 
Mstep: Class 20 contains 123201 members 
Mstep: Class 21 contains 48153 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 41863 members 
Mstep: Class 25 contains 9457 members 
Mstep: Class 26 contains 2573 members 
Mstep: Class 27 contains 12755 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 150522 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3069 members 
Mstep: Class 32 contains 14223 members 
Mstep: Class 33 contains 11027 members 
Mstep: Class 34 contains 92592 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 87874 members 
Mstep: Class 37 contains 81046 members 
Mstep: Class 38 contains 521 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75605 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 26537 members 
Mstep: Class 43 contains 161117 members 
Mstep: Class 44 contains 1971 members 
Mstep: Class 45 contains 13199 members 
Mstep: Class 46 contains 24061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425304.000000 Penalty: 30063.429688
Iteration 406Q: 47 clusters Score -8.74253e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98077 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 58779 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 78461 members 
Mstep: Class 6 contains 14854 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 36197 members 
Mstep: Class 11 contains 75995 members 
Mstep: Class 12 contains 17664 members 
Mstep: Class 13 contains 68094 members 
Mstep: Class 14 contains 18632 members 
Mstep: Class 15 contains 83450 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15415 members 
Mstep: Class 18 contains 74057 members 
Mstep: Class 19 contains 74139 members 
Mstep: Class 20 contains 123270 members 
Mstep: Class 21 contains 48144 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 41874 members 
Mstep: Class 25 contains 9457 members 
Mstep: Class 26 contains 2578 members 
Mstep: Class 27 contains 12719 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 150438 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3077 members 
Mstep: Class 32 contains 14224 members 
Mstep: Class 33 contains 11007 members 
Mstep: Class 34 contains 92620 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 87985 members 
Mstep: Class 37 contains 81071 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75544 members 
Mstep: Class 41 contains 4698 members 
Mstep: Class 42 contains 26468 members 
Mstep: Class 43 contains 161117 members 
Mstep: Class 44 contains 1975 members 
Mstep: Class 45 contains 13355 members 
Mstep: Class 46 contains 24248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425352.000000 Penalty: 30063.429688
Iteration 407Q: 47 clusters Score -8.742535e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98104 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 58395 members 
Mstep: Class 4 contains 3276 members 
Mstep: Class 5 contains 78550 members 
Mstep: Class 6 contains 14847 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 36044 members 
Mstep: Class 11 contains 75938 members 
Mstep: Class 12 contains 17653 members 
Mstep: Class 13 contains 68178 members 
Mstep: Class 14 contains 18634 members 
Mstep: Class 15 contains 83463 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15425 members 
Mstep: Class 18 contains 74048 members 
Mstep: Class 19 contains 74223 members 
Mstep: Class 20 contains 123325 members 
Mstep: Class 21 contains 48135 members 
Mstep: Class 22 contains 2554 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 41887 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2581 members 
Mstep: Class 27 contains 12680 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 150377 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3081 members 
Mstep: Class 32 contains 14222 members 
Mstep: Class 33 contains 10995 members 
Mstep: Class 34 contains 92644 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 88080 members 
Mstep: Class 37 contains 81095 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75490 members 
Mstep: Class 41 contains 4698 members 
Mstep: Class 42 contains 26389 members 
Mstep: Class 43 contains 161143 members 
Mstep: Class 44 contains 1981 members 
Mstep: Class 45 contains 13502 members 
Mstep: Class 46 contains 24442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425272.000000 Penalty: 30063.429688
Iteration 408Q: 47 clusters Score -8.742527e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98150 members 
Mstep: Class 2 contains 3122 members 
Mstep: Class 3 contains 58024 members 
Mstep: Class 4 contains 3258 members 
Mstep: Class 5 contains 78619 members 
Mstep: Class 6 contains 14841 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 35901 members 
Mstep: Class 11 contains 75858 members 
Mstep: Class 12 contains 17644 members 
Mstep: Class 13 contains 68269 members 
Mstep: Class 14 contains 18637 members 
Mstep: Class 15 contains 83470 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 15434 members 
Mstep: Class 18 contains 74054 members 
Mstep: Class 19 contains 74282 members 
Mstep: Class 20 contains 123356 members 
Mstep: Class 21 contains 48129 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 41908 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2587 members 
Mstep: Class 27 contains 12629 members 
Mstep: Class 28 contains 5840 members 
Mstep: Class 29 contains 150309 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3085 members 
Mstep: Class 32 contains 14225 members 
Mstep: Class 33 contains 10982 members 
Mstep: Class 34 contains 92677 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 88165 members 
Mstep: Class 37 contains 81144 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75448 members 
Mstep: Class 41 contains 4698 members 
Mstep: Class 42 contains 26303 members 
Mstep: Class 43 contains 161163 members 
Mstep: Class 44 contains 1979 members 
Mstep: Class 45 contains 13647 members 
Mstep: Class 46 contains 24640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425608.000000 Penalty: 30063.429688
Iteration 409Q: 47 clusters Score -8.742561e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 57664 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 78688 members 
Mstep: Class 6 contains 14836 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 35784 members 
Mstep: Class 11 contains 75788 members 
Mstep: Class 12 contains 17637 members 
Mstep: Class 13 contains 68356 members 
Mstep: Class 14 contains 18636 members 
Mstep: Class 15 contains 83481 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15440 members 
Mstep: Class 18 contains 74049 members 
Mstep: Class 19 contains 74361 members 
Mstep: Class 20 contains 123404 members 
Mstep: Class 21 contains 48122 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 41928 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2602 members 
Mstep: Class 27 contains 12582 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 150247 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3094 members 
Mstep: Class 32 contains 14223 members 
Mstep: Class 33 contains 10970 members 
Mstep: Class 34 contains 92691 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 88256 members 
Mstep: Class 37 contains 81180 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75407 members 
Mstep: Class 41 contains 4698 members 
Mstep: Class 42 contains 26217 members 
Mstep: Class 43 contains 161180 members 
Mstep: Class 44 contains 1982 members 
Mstep: Class 45 contains 13766 members 
Mstep: Class 46 contains 24821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425392.000000 Penalty: 30063.429688
Iteration 410Q: 47 clusters Score -8.742539e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98230 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 57298 members 
Mstep: Class 4 contains 3222 members 
Mstep: Class 5 contains 78766 members 
Mstep: Class 6 contains 14830 members 
Mstep: Class 7 contains 2611 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 35637 members 
Mstep: Class 11 contains 75691 members 
Mstep: Class 12 contains 17624 members 
Mstep: Class 13 contains 68418 members 
Mstep: Class 14 contains 18635 members 
Mstep: Class 15 contains 83492 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 15448 members 
Mstep: Class 18 contains 74038 members 
Mstep: Class 19 contains 74457 members 
Mstep: Class 20 contains 123456 members 
Mstep: Class 21 contains 48112 members 
Mstep: Class 22 contains 2568 members 
Mstep: Class 23 contains 5074 members 
Mstep: Class 24 contains 41943 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2608 members 
Mstep: Class 27 contains 12556 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 150176 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3099 members 
Mstep: Class 32 contains 14220 members 
Mstep: Class 33 contains 10952 members 
Mstep: Class 34 contains 92704 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 88355 members 
Mstep: Class 37 contains 81228 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75376 members 
Mstep: Class 41 contains 4698 members 
Mstep: Class 42 contains 26125 members 
Mstep: Class 43 contains 161199 members 
Mstep: Class 44 contains 1986 members 
Mstep: Class 45 contains 13906 members 
Mstep: Class 46 contains 25019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425448.000000 Penalty: 30063.429688
Iteration 411Q: 47 clusters Score -8.742545e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98243 members 
Mstep: Class 2 contains 3131 members 
Mstep: Class 3 contains 56964 members 
Mstep: Class 4 contains 3190 members 
Mstep: Class 5 contains 78827 members 
Mstep: Class 6 contains 14817 members 
Mstep: Class 7 contains 2612 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 35494 members 
Mstep: Class 11 contains 75634 members 
Mstep: Class 12 contains 17613 members 
Mstep: Class 13 contains 68474 members 
Mstep: Class 14 contains 18629 members 
Mstep: Class 15 contains 83513 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15455 members 
Mstep: Class 18 contains 74019 members 
Mstep: Class 19 contains 74557 members 
Mstep: Class 20 contains 123527 members 
Mstep: Class 21 contains 48108 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 5074 members 
Mstep: Class 24 contains 41952 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2610 members 
Mstep: Class 27 contains 12519 members 
Mstep: Class 28 contains 5840 members 
Mstep: Class 29 contains 150099 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3107 members 
Mstep: Class 32 contains 14213 members 
Mstep: Class 33 contains 10941 members 
Mstep: Class 34 contains 92692 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 88488 members 
Mstep: Class 37 contains 81241 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75351 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 26049 members 
Mstep: Class 43 contains 161219 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 14065 members 
Mstep: Class 46 contains 25190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425488.000000 Penalty: 30063.429688
Iteration 412Q: 47 clusters Score -8.742549e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98290 members 
Mstep: Class 2 contains 3130 members 
Mstep: Class 3 contains 56628 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 78907 members 
Mstep: Class 6 contains 14800 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 35332 members 
Mstep: Class 11 contains 75556 members 
Mstep: Class 12 contains 17608 members 
Mstep: Class 13 contains 68519 members 
Mstep: Class 14 contains 18623 members 
Mstep: Class 15 contains 83541 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15464 members 
Mstep: Class 18 contains 74006 members 
Mstep: Class 19 contains 74606 members 
Mstep: Class 20 contains 123596 members 
Mstep: Class 21 contains 48104 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 41960 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2619 members 
Mstep: Class 27 contains 12486 members 
Mstep: Class 28 contains 5840 members 
Mstep: Class 29 contains 150022 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3116 members 
Mstep: Class 32 contains 14211 members 
Mstep: Class 33 contains 10923 members 
Mstep: Class 34 contains 92689 members 
Mstep: Class 35 contains 267 members 
Mstep: Class 36 contains 88645 members 
Mstep: Class 37 contains 81262 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75335 members 
Mstep: Class 41 contains 4699 members 
Mstep: Class 42 contains 25968 members 
Mstep: Class 43 contains 161221 members 
Mstep: Class 44 contains 1991 members 
Mstep: Class 45 contains 14230 members 
Mstep: Class 46 contains 25369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425080.000000 Penalty: 30063.429688
Iteration 413Q: 47 clusters Score -8.742508e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 3128 members 
Mstep: Class 3 contains 56296 members 
Mstep: Class 4 contains 3126 members 
Mstep: Class 5 contains 79004 members 
Mstep: Class 6 contains 14775 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 35192 members 
Mstep: Class 11 contains 75473 members 
Mstep: Class 12 contains 17602 members 
Mstep: Class 13 contains 68554 members 
Mstep: Class 14 contains 18623 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15471 members 
Mstep: Class 18 contains 74017 members 
Mstep: Class 19 contains 74643 members 
Mstep: Class 20 contains 123638 members 
Mstep: Class 21 contains 48099 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 41971 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2630 members 
Mstep: Class 27 contains 12452 members 
Mstep: Class 28 contains 5844 members 
Mstep: Class 29 contains 149942 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3120 members 
Mstep: Class 32 contains 14207 members 
Mstep: Class 33 contains 10913 members 
Mstep: Class 34 contains 92691 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 88784 members 
Mstep: Class 37 contains 81271 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75318 members 
Mstep: Class 41 contains 4700 members 
Mstep: Class 42 contains 25904 members 
Mstep: Class 43 contains 161232 members 
Mstep: Class 44 contains 1991 members 
Mstep: Class 45 contains 14393 members 
Mstep: Class 46 contains 25543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425128.000000 Penalty: 30063.429688
Iteration 414Q: 47 clusters Score -8.742513e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 3129 members 
Mstep: Class 3 contains 55930 members 
Mstep: Class 4 contains 3097 members 
Mstep: Class 5 contains 79102 members 
Mstep: Class 6 contains 14752 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 35025 members 
Mstep: Class 11 contains 75412 members 
Mstep: Class 12 contains 17597 members 
Mstep: Class 13 contains 68587 members 
Mstep: Class 14 contains 18617 members 
Mstep: Class 15 contains 83590 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15479 members 
Mstep: Class 18 contains 74045 members 
Mstep: Class 19 contains 74676 members 
Mstep: Class 20 contains 123672 members 
Mstep: Class 21 contains 48094 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 5077 members 
Mstep: Class 24 contains 41983 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2640 members 
Mstep: Class 27 contains 12413 members 
Mstep: Class 28 contains 5844 members 
Mstep: Class 29 contains 149869 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3121 members 
Mstep: Class 32 contains 14200 members 
Mstep: Class 33 contains 10906 members 
Mstep: Class 34 contains 92688 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 88926 members 
Mstep: Class 37 contains 81343 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75291 members 
Mstep: Class 41 contains 4702 members 
Mstep: Class 42 contains 25832 members 
Mstep: Class 43 contains 161241 members 
Mstep: Class 44 contains 1991 members 
Mstep: Class 45 contains 14567 members 
Mstep: Class 46 contains 25708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424944.000000 Penalty: 30063.429688
Iteration 415Q: 47 clusters Score -8.742494e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 55526 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 79217 members 
Mstep: Class 6 contains 14731 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 34855 members 
Mstep: Class 11 contains 75343 members 
Mstep: Class 12 contains 17594 members 
Mstep: Class 13 contains 68618 members 
Mstep: Class 14 contains 18612 members 
Mstep: Class 15 contains 83611 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 15484 members 
Mstep: Class 18 contains 74079 members 
Mstep: Class 19 contains 74731 members 
Mstep: Class 20 contains 123715 members 
Mstep: Class 21 contains 48088 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 41996 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2650 members 
Mstep: Class 27 contains 12364 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 149782 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3123 members 
Mstep: Class 32 contains 14199 members 
Mstep: Class 33 contains 10899 members 
Mstep: Class 34 contains 92672 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 89020 members 
Mstep: Class 37 contains 81434 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75269 members 
Mstep: Class 41 contains 4703 members 
Mstep: Class 42 contains 25767 members 
Mstep: Class 43 contains 161243 members 
Mstep: Class 44 contains 1988 members 
Mstep: Class 45 contains 14759 members 
Mstep: Class 46 contains 25916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425032.000000 Penalty: 30063.429688
Iteration 416Q: 47 clusters Score -8.742503e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98426 members 
Mstep: Class 2 contains 3126 members 
Mstep: Class 3 contains 55142 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 79367 members 
Mstep: Class 6 contains 14717 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 34706 members 
Mstep: Class 11 contains 75281 members 
Mstep: Class 12 contains 17585 members 
Mstep: Class 13 contains 68659 members 
Mstep: Class 14 contains 18607 members 
Mstep: Class 15 contains 83623 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 15473 members 
Mstep: Class 18 contains 74112 members 
Mstep: Class 19 contains 74784 members 
Mstep: Class 20 contains 123746 members 
Mstep: Class 21 contains 48084 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 42007 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2663 members 
Mstep: Class 27 contains 12306 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 149715 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3129 members 
Mstep: Class 32 contains 14198 members 
Mstep: Class 33 contains 10897 members 
Mstep: Class 34 contains 92667 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 89088 members 
Mstep: Class 37 contains 81475 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75249 members 
Mstep: Class 41 contains 4704 members 
Mstep: Class 42 contains 25703 members 
Mstep: Class 43 contains 161250 members 
Mstep: Class 44 contains 1988 members 
Mstep: Class 45 contains 14963 members 
Mstep: Class 46 contains 26123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425312.000000 Penalty: 30063.429688
Iteration 417Q: 47 clusters Score -8.742531e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 54762 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 79498 members 
Mstep: Class 6 contains 14704 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 34516 members 
Mstep: Class 11 contains 75236 members 
Mstep: Class 12 contains 17573 members 
Mstep: Class 13 contains 68707 members 
Mstep: Class 14 contains 18597 members 
Mstep: Class 15 contains 83638 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 15474 members 
Mstep: Class 18 contains 74149 members 
Mstep: Class 19 contains 74858 members 
Mstep: Class 20 contains 123783 members 
Mstep: Class 21 contains 48086 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 42007 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2680 members 
Mstep: Class 27 contains 12257 members 
Mstep: Class 28 contains 5842 members 
Mstep: Class 29 contains 149659 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3132 members 
Mstep: Class 32 contains 14197 members 
Mstep: Class 33 contains 10895 members 
Mstep: Class 34 contains 92667 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 89165 members 
Mstep: Class 37 contains 81482 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75214 members 
Mstep: Class 41 contains 4705 members 
Mstep: Class 42 contains 25651 members 
Mstep: Class 43 contains 161256 members 
Mstep: Class 44 contains 1989 members 
Mstep: Class 45 contains 15160 members 
Mstep: Class 46 contains 26347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425344.000000 Penalty: 30063.429688
Iteration 418Q: 47 clusters Score -8.742534e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98410 members 
Mstep: Class 2 contains 3125 members 
Mstep: Class 3 contains 54342 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 79628 members 
Mstep: Class 6 contains 14691 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 34348 members 
Mstep: Class 11 contains 75200 members 
Mstep: Class 12 contains 17563 members 
Mstep: Class 13 contains 68780 members 
Mstep: Class 14 contains 18590 members 
Mstep: Class 15 contains 83651 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 15470 members 
Mstep: Class 18 contains 74187 members 
Mstep: Class 19 contains 74900 members 
Mstep: Class 20 contains 123827 members 
Mstep: Class 21 contains 48087 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 42018 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2699 members 
Mstep: Class 27 contains 12213 members 
Mstep: Class 28 contains 5841 members 
Mstep: Class 29 contains 149603 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3137 members 
Mstep: Class 32 contains 14198 members 
Mstep: Class 33 contains 10892 members 
Mstep: Class 34 contains 92658 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 89272 members 
Mstep: Class 37 contains 81492 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75190 members 
Mstep: Class 41 contains 4704 members 
Mstep: Class 42 contains 25584 members 
Mstep: Class 43 contains 161254 members 
Mstep: Class 44 contains 1988 members 
Mstep: Class 45 contains 15338 members 
Mstep: Class 46 contains 26543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425536.000000 Penalty: 30063.429688
Iteration 419Q: 47 clusters Score -8.742554e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 53968 members 
Mstep: Class 4 contains 3032 members 
Mstep: Class 5 contains 79729 members 
Mstep: Class 6 contains 14680 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 34181 members 
Mstep: Class 11 contains 75113 members 
Mstep: Class 12 contains 17554 members 
Mstep: Class 13 contains 68856 members 
Mstep: Class 14 contains 18578 members 
Mstep: Class 15 contains 83666 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 15468 members 
Mstep: Class 18 contains 74224 members 
Mstep: Class 19 contains 74957 members 
Mstep: Class 20 contains 123883 members 
Mstep: Class 21 contains 48088 members 
Mstep: Class 22 contains 2573 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 42021 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2715 members 
Mstep: Class 27 contains 12182 members 
Mstep: Class 28 contains 5840 members 
Mstep: Class 29 contains 149547 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3140 members 
Mstep: Class 32 contains 14200 members 
Mstep: Class 33 contains 10886 members 
Mstep: Class 34 contains 92635 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 89384 members 
Mstep: Class 37 contains 81524 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75174 members 
Mstep: Class 41 contains 4703 members 
Mstep: Class 42 contains 25510 members 
Mstep: Class 43 contains 161253 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 15521 members 
Mstep: Class 46 contains 26727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425576.000000 Penalty: 30063.429688
Iteration 420F: 47 clusters Score -8.742558e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 3119 members 
Mstep: Class 3 contains 53594 members 
Mstep: Class 4 contains 3019 members 
Mstep: Class 5 contains 79790 members 
Mstep: Class 6 contains 14669 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 34022 members 
Mstep: Class 11 contains 75062 members 
Mstep: Class 12 contains 17549 members 
Mstep: Class 13 contains 68922 members 
Mstep: Class 14 contains 18564 members 
Mstep: Class 15 contains 83671 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15465 members 
Mstep: Class 18 contains 74267 members 
Mstep: Class 19 contains 74998 members 
Mstep: Class 20 contains 123928 members 
Mstep: Class 21 contains 48085 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 42033 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 12150 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 149514 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3147 members 
Mstep: Class 32 contains 14199 members 
Mstep: Class 33 contains 10876 members 
Mstep: Class 34 contains 92616 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 89497 members 
Mstep: Class 37 contains 81580 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75165 members 
Mstep: Class 41 contains 4704 members 
Mstep: Class 42 contains 25440 members 
Mstep: Class 43 contains 161223 members 
Mstep: Class 44 contains 1990 members 
Mstep: Class 45 contains 15704 members 
Mstep: Class 46 contains 26938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425688.000000 Penalty: 30063.429688
Iteration 421Q: 47 clusters Score -8.742569e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 53211 members 
Mstep: Class 4 contains 3009 members 
Mstep: Class 5 contains 79840 members 
Mstep: Class 6 contains 14660 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 33855 members 
Mstep: Class 11 contains 75014 members 
Mstep: Class 12 contains 17548 members 
Mstep: Class 13 contains 68989 members 
Mstep: Class 14 contains 18556 members 
Mstep: Class 15 contains 83675 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 15472 members 
Mstep: Class 18 contains 74288 members 
Mstep: Class 19 contains 75023 members 
Mstep: Class 20 contains 123977 members 
Mstep: Class 21 contains 48078 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 5064 members 
Mstep: Class 24 contains 42060 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2730 members 
Mstep: Class 27 contains 12107 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 149501 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3149 members 
Mstep: Class 32 contains 14194 members 
Mstep: Class 33 contains 10867 members 
Mstep: Class 34 contains 92595 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 89602 members 
Mstep: Class 37 contains 81627 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75154 members 
Mstep: Class 41 contains 4705 members 
Mstep: Class 42 contains 25343 members 
Mstep: Class 43 contains 161220 members 
Mstep: Class 44 contains 1996 members 
Mstep: Class 45 contains 15890 members 
Mstep: Class 46 contains 27172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425552.000000 Penalty: 30063.429688
Iteration 422Q: 47 clusters Score -8.742555e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 3117 members 
Mstep: Class 3 contains 52803 members 
Mstep: Class 4 contains 2997 members 
Mstep: Class 5 contains 79867 members 
Mstep: Class 6 contains 14657 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 33676 members 
Mstep: Class 11 contains 74951 members 
Mstep: Class 12 contains 17544 members 
Mstep: Class 13 contains 69071 members 
Mstep: Class 14 contains 18546 members 
Mstep: Class 15 contains 83677 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15478 members 
Mstep: Class 18 contains 74297 members 
Mstep: Class 19 contains 75032 members 
Mstep: Class 20 contains 124015 members 
Mstep: Class 21 contains 48080 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 5061 members 
Mstep: Class 24 contains 42084 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 12060 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 149487 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3151 members 
Mstep: Class 32 contains 14197 members 
Mstep: Class 33 contains 10857 members 
Mstep: Class 34 contains 92578 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 89706 members 
Mstep: Class 37 contains 81717 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75143 members 
Mstep: Class 41 contains 4706 members 
Mstep: Class 42 contains 25250 members 
Mstep: Class 43 contains 161215 members 
Mstep: Class 44 contains 2002 members 
Mstep: Class 45 contains 16083 members 
Mstep: Class 46 contains 27427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425800.000000 Penalty: 30063.429688
Iteration 423Q: 47 clusters Score -8.74258e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 3115 members 
Mstep: Class 3 contains 52388 members 
Mstep: Class 4 contains 2981 members 
Mstep: Class 5 contains 79883 members 
Mstep: Class 6 contains 14656 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 74919 members 
Mstep: Class 12 contains 17538 members 
Mstep: Class 13 contains 69158 members 
Mstep: Class 14 contains 18544 members 
Mstep: Class 15 contains 83667 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15476 members 
Mstep: Class 18 contains 74314 members 
Mstep: Class 19 contains 75064 members 
Mstep: Class 20 contains 124079 members 
Mstep: Class 21 contains 48078 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 42121 members 
Mstep: Class 25 contains 9455 members 
Mstep: Class 26 contains 2740 members 
Mstep: Class 27 contains 12010 members 
Mstep: Class 28 contains 5838 members 
Mstep: Class 29 contains 149444 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3153 members 
Mstep: Class 32 contains 14200 members 
Mstep: Class 33 contains 10846 members 
Mstep: Class 34 contains 92547 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 89834 members 
Mstep: Class 37 contains 81782 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75138 members 
Mstep: Class 41 contains 4706 members 
Mstep: Class 42 contains 25135 members 
Mstep: Class 43 contains 161217 members 
Mstep: Class 44 contains 2006 members 
Mstep: Class 45 contains 16270 members 
Mstep: Class 46 contains 27661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425856.000000 Penalty: 30063.429688
Iteration 424Q: 47 clusters Score -8.742586e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 3113 members 
Mstep: Class 3 contains 52008 members 
Mstep: Class 4 contains 2958 members 
Mstep: Class 5 contains 79901 members 
Mstep: Class 6 contains 14650 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 33360 members 
Mstep: Class 11 contains 74896 members 
Mstep: Class 12 contains 17533 members 
Mstep: Class 13 contains 69244 members 
Mstep: Class 14 contains 18539 members 
Mstep: Class 15 contains 83676 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15472 members 
Mstep: Class 18 contains 74320 members 
Mstep: Class 19 contains 75110 members 
Mstep: Class 20 contains 124136 members 
Mstep: Class 21 contains 48072 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 42160 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2739 members 
Mstep: Class 27 contains 11966 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 149398 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3157 members 
Mstep: Class 32 contains 14200 members 
Mstep: Class 33 contains 10827 members 
Mstep: Class 34 contains 92514 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 89979 members 
Mstep: Class 37 contains 81825 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75129 members 
Mstep: Class 41 contains 4704 members 
Mstep: Class 42 contains 25015 members 
Mstep: Class 43 contains 161217 members 
Mstep: Class 44 contains 2005 members 
Mstep: Class 45 contains 16448 members 
Mstep: Class 46 contains 27873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425696.000000 Penalty: 30063.429688
Iteration 425Q: 47 clusters Score -8.74257e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 3110 members 
Mstep: Class 3 contains 51658 members 
Mstep: Class 4 contains 2938 members 
Mstep: Class 5 contains 79906 members 
Mstep: Class 6 contains 14642 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 33205 members 
Mstep: Class 11 contains 74855 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 69329 members 
Mstep: Class 14 contains 18530 members 
Mstep: Class 15 contains 83706 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15470 members 
Mstep: Class 18 contains 74342 members 
Mstep: Class 19 contains 75161 members 
Mstep: Class 20 contains 124180 members 
Mstep: Class 21 contains 48064 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 42186 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2745 members 
Mstep: Class 27 contains 11907 members 
Mstep: Class 28 contains 5839 members 
Mstep: Class 29 contains 149351 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3162 members 
Mstep: Class 32 contains 14199 members 
Mstep: Class 33 contains 10810 members 
Mstep: Class 34 contains 92504 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 90150 members 
Mstep: Class 37 contains 81836 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75105 members 
Mstep: Class 41 contains 4703 members 
Mstep: Class 42 contains 24911 members 
Mstep: Class 43 contains 161203 members 
Mstep: Class 44 contains 2001 members 
Mstep: Class 45 contains 16638 members 
Mstep: Class 46 contains 28100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425800.000000 Penalty: 30063.429688
Iteration 426Q: 47 clusters Score -8.74258e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 3109 members 
Mstep: Class 3 contains 51335 members 
Mstep: Class 4 contains 2916 members 
Mstep: Class 5 contains 79923 members 
Mstep: Class 6 contains 14633 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 33008 members 
Mstep: Class 11 contains 74803 members 
Mstep: Class 12 contains 17525 members 
Mstep: Class 13 contains 69408 members 
Mstep: Class 14 contains 18524 members 
Mstep: Class 15 contains 83725 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15474 members 
Mstep: Class 18 contains 74334 members 
Mstep: Class 19 contains 75208 members 
Mstep: Class 20 contains 124233 members 
Mstep: Class 21 contains 48057 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 42213 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2756 members 
Mstep: Class 27 contains 11862 members 
Mstep: Class 28 contains 5840 members 
Mstep: Class 29 contains 149314 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3163 members 
Mstep: Class 32 contains 14198 members 
Mstep: Class 33 contains 10790 members 
Mstep: Class 34 contains 92500 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 90311 members 
Mstep: Class 37 contains 81846 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75089 members 
Mstep: Class 41 contains 4702 members 
Mstep: Class 42 contains 24807 members 
Mstep: Class 43 contains 161209 members 
Mstep: Class 44 contains 1996 members 
Mstep: Class 45 contains 16823 members 
Mstep: Class 46 contains 28368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425904.000000 Penalty: 30063.429688
Iteration 427Q: 47 clusters Score -8.74259e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98429 members 
Mstep: Class 2 contains 3107 members 
Mstep: Class 3 contains 51006 members 
Mstep: Class 4 contains 2897 members 
Mstep: Class 5 contains 79877 members 
Mstep: Class 6 contains 14621 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 32795 members 
Mstep: Class 11 contains 74783 members 
Mstep: Class 12 contains 17519 members 
Mstep: Class 13 contains 69495 members 
Mstep: Class 14 contains 18512 members 
Mstep: Class 15 contains 83744 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15480 members 
Mstep: Class 18 contains 74318 members 
Mstep: Class 19 contains 75268 members 
Mstep: Class 20 contains 124289 members 
Mstep: Class 21 contains 48048 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 42244 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2765 members 
Mstep: Class 27 contains 11823 members 
Mstep: Class 28 contains 5840 members 
Mstep: Class 29 contains 149254 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3167 members 
Mstep: Class 32 contains 14198 members 
Mstep: Class 33 contains 10767 members 
Mstep: Class 34 contains 92497 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 90502 members 
Mstep: Class 37 contains 81868 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75070 members 
Mstep: Class 41 contains 4704 members 
Mstep: Class 42 contains 24726 members 
Mstep: Class 43 contains 161229 members 
Mstep: Class 44 contains 1995 members 
Mstep: Class 45 contains 16993 members 
Mstep: Class 46 contains 28636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425904.000000 Penalty: 30063.429688
Iteration 428Q: 47 clusters Score -8.74259e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 3103 members 
Mstep: Class 3 contains 50672 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 79859 members 
Mstep: Class 6 contains 14618 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 32550 members 
Mstep: Class 11 contains 74773 members 
Mstep: Class 12 contains 17507 members 
Mstep: Class 13 contains 69550 members 
Mstep: Class 14 contains 18498 members 
Mstep: Class 15 contains 83757 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15485 members 
Mstep: Class 18 contains 74301 members 
Mstep: Class 19 contains 75318 members 
Mstep: Class 20 contains 124371 members 
Mstep: Class 21 contains 48037 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5051 members 
Mstep: Class 24 contains 42281 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2771 members 
Mstep: Class 27 contains 11792 members 
Mstep: Class 28 contains 5840 members 
Mstep: Class 29 contains 149189 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3172 members 
Mstep: Class 32 contains 14197 members 
Mstep: Class 33 contains 10751 members 
Mstep: Class 34 contains 92473 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 90662 members 
Mstep: Class 37 contains 81883 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75044 members 
Mstep: Class 41 contains 4704 members 
Mstep: Class 42 contains 24656 members 
Mstep: Class 43 contains 161271 members 
Mstep: Class 44 contains 1995 members 
Mstep: Class 45 contains 17192 members 
Mstep: Class 46 contains 28947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425800.000000 Penalty: 30063.429688
Iteration 429Q: 47 clusters Score -8.74258e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 50325 members 
Mstep: Class 4 contains 2838 members 
Mstep: Class 5 contains 79856 members 
Mstep: Class 6 contains 14611 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 32323 members 
Mstep: Class 11 contains 74732 members 
Mstep: Class 12 contains 17495 members 
Mstep: Class 13 contains 69598 members 
Mstep: Class 14 contains 18490 members 
Mstep: Class 15 contains 83770 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15492 members 
Mstep: Class 18 contains 74279 members 
Mstep: Class 19 contains 75383 members 
Mstep: Class 20 contains 124464 members 
Mstep: Class 21 contains 48029 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 5050 members 
Mstep: Class 24 contains 42319 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2769 members 
Mstep: Class 27 contains 11755 members 
Mstep: Class 28 contains 5840 members 
Mstep: Class 29 contains 149132 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3175 members 
Mstep: Class 32 contains 14195 members 
Mstep: Class 33 contains 10734 members 
Mstep: Class 34 contains 92441 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 90824 members 
Mstep: Class 37 contains 81912 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 75016 members 
Mstep: Class 41 contains 4704 members 
Mstep: Class 42 contains 24577 members 
Mstep: Class 43 contains 161304 members 
Mstep: Class 44 contains 1994 members 
Mstep: Class 45 contains 17418 members 
Mstep: Class 46 contains 29237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425896.000000 Penalty: 30063.429688
Iteration 430Q: 47 clusters Score -8.74259e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98302 members 
Mstep: Class 2 contains 3097 members 
Mstep: Class 3 contains 49988 members 
Mstep: Class 4 contains 2809 members 
Mstep: Class 5 contains 79849 members 
Mstep: Class 6 contains 14591 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1712 members 
Mstep: Class 10 contains 32119 members 
Mstep: Class 11 contains 74663 members 
Mstep: Class 12 contains 17489 members 
Mstep: Class 13 contains 69670 members 
Mstep: Class 14 contains 18479 members 
Mstep: Class 15 contains 83781 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15499 members 
Mstep: Class 18 contains 74247 members 
Mstep: Class 19 contains 75445 members 
Mstep: Class 20 contains 124553 members 
Mstep: Class 21 contains 48026 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 42356 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2770 members 
Mstep: Class 27 contains 11716 members 
Mstep: Class 28 contains 5841 members 
Mstep: Class 29 contains 149077 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3178 members 
Mstep: Class 32 contains 14194 members 
Mstep: Class 33 contains 10709 members 
Mstep: Class 34 contains 92406 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 90989 members 
Mstep: Class 37 contains 81967 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74985 members 
Mstep: Class 41 contains 4704 members 
Mstep: Class 42 contains 24511 members 
Mstep: Class 43 contains 161349 members 
Mstep: Class 44 contains 1991 members 
Mstep: Class 45 contains 17620 members 
Mstep: Class 46 contains 29501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426120.000000 Penalty: 30063.429688
Iteration 431Q: 47 clusters Score -8.742612e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 3098 members 
Mstep: Class 3 contains 49655 members 
Mstep: Class 4 contains 2785 members 
Mstep: Class 5 contains 79831 members 
Mstep: Class 6 contains 14576 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 31918 members 
Mstep: Class 11 contains 74633 members 
Mstep: Class 12 contains 17483 members 
Mstep: Class 13 contains 69733 members 
Mstep: Class 14 contains 18473 members 
Mstep: Class 15 contains 83800 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 15507 members 
Mstep: Class 18 contains 74226 members 
Mstep: Class 19 contains 75525 members 
Mstep: Class 20 contains 124633 members 
Mstep: Class 21 contains 48019 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5051 members 
Mstep: Class 24 contains 42406 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2773 members 
Mstep: Class 27 contains 11691 members 
Mstep: Class 28 contains 5842 members 
Mstep: Class 29 contains 149031 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3183 members 
Mstep: Class 32 contains 14196 members 
Mstep: Class 33 contains 10682 members 
Mstep: Class 34 contains 92344 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 91122 members 
Mstep: Class 37 contains 81997 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74957 members 
Mstep: Class 41 contains 4702 members 
Mstep: Class 42 contains 24431 members 
Mstep: Class 43 contains 161393 members 
Mstep: Class 44 contains 1988 members 
Mstep: Class 45 contains 17809 members 
Mstep: Class 46 contains 29783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426184.000000 Penalty: 30063.429688
Iteration 432Q: 47 clusters Score -8.742618e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98175 members 
Mstep: Class 2 contains 3094 members 
Mstep: Class 3 contains 49346 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 79828 members 
Mstep: Class 6 contains 14562 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 31712 members 
Mstep: Class 11 contains 74546 members 
Mstep: Class 12 contains 17477 members 
Mstep: Class 13 contains 69789 members 
Mstep: Class 14 contains 18462 members 
Mstep: Class 15 contains 83815 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 15516 members 
Mstep: Class 18 contains 74209 members 
Mstep: Class 19 contains 75639 members 
Mstep: Class 20 contains 124694 members 
Mstep: Class 21 contains 48014 members 
Mstep: Class 22 contains 2586 members 
Mstep: Class 23 contains 5051 members 
Mstep: Class 24 contains 42449 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2781 members 
Mstep: Class 27 contains 11658 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 148994 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3188 members 
Mstep: Class 32 contains 14197 members 
Mstep: Class 33 contains 10646 members 
Mstep: Class 34 contains 92287 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 91260 members 
Mstep: Class 37 contains 82042 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74941 members 
Mstep: Class 41 contains 4698 members 
Mstep: Class 42 contains 24366 members 
Mstep: Class 43 contains 161429 members 
Mstep: Class 44 contains 1985 members 
Mstep: Class 45 contains 18005 members 
Mstep: Class 46 contains 30057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426096.000000 Penalty: 30063.429688
Iteration 433Q: 47 clusters Score -8.74261e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 49041 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 79820 members 
Mstep: Class 6 contains 14543 members 
Mstep: Class 7 contains 2620 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 31518 members 
Mstep: Class 11 contains 74479 members 
Mstep: Class 12 contains 17473 members 
Mstep: Class 13 contains 69826 members 
Mstep: Class 14 contains 18449 members 
Mstep: Class 15 contains 83813 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 15528 members 
Mstep: Class 18 contains 74207 members 
Mstep: Class 19 contains 75752 members 
Mstep: Class 20 contains 124761 members 
Mstep: Class 21 contains 48005 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 5052 members 
Mstep: Class 24 contains 42482 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2788 members 
Mstep: Class 27 contains 11616 members 
Mstep: Class 28 contains 5845 members 
Mstep: Class 29 contains 148971 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3193 members 
Mstep: Class 32 contains 14196 members 
Mstep: Class 33 contains 10622 members 
Mstep: Class 34 contains 92226 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 91405 members 
Mstep: Class 37 contains 82101 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74923 members 
Mstep: Class 41 contains 4696 members 
Mstep: Class 42 contains 24291 members 
Mstep: Class 43 contains 161460 members 
Mstep: Class 44 contains 1981 members 
Mstep: Class 45 contains 18182 members 
Mstep: Class 46 contains 30323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425920.000000 Penalty: 30063.429688
Iteration 434Q: 47 clusters Score -8.742592e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98037 members 
Mstep: Class 2 contains 3094 members 
Mstep: Class 3 contains 48736 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 79788 members 
Mstep: Class 6 contains 14522 members 
Mstep: Class 7 contains 2622 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 31307 members 
Mstep: Class 11 contains 74429 members 
Mstep: Class 12 contains 17469 members 
Mstep: Class 13 contains 69857 members 
Mstep: Class 14 contains 18439 members 
Mstep: Class 15 contains 83807 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15545 members 
Mstep: Class 18 contains 74222 members 
Mstep: Class 19 contains 75841 members 
Mstep: Class 20 contains 124799 members 
Mstep: Class 21 contains 47996 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5053 members 
Mstep: Class 24 contains 42507 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2796 members 
Mstep: Class 27 contains 11580 members 
Mstep: Class 28 contains 5846 members 
Mstep: Class 29 contains 148946 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3201 members 
Mstep: Class 32 contains 14200 members 
Mstep: Class 33 contains 10591 members 
Mstep: Class 34 contains 92169 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 91563 members 
Mstep: Class 37 contains 82183 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74916 members 
Mstep: Class 41 contains 4695 members 
Mstep: Class 42 contains 24221 members 
Mstep: Class 43 contains 161485 members 
Mstep: Class 44 contains 1980 members 
Mstep: Class 45 contains 18363 members 
Mstep: Class 46 contains 30596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425944.000000 Penalty: 30063.429688
Iteration 435Q: 47 clusters Score -8.742594e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97950 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 48442 members 
Mstep: Class 4 contains 2728 members 
Mstep: Class 5 contains 79807 members 
Mstep: Class 6 contains 14499 members 
Mstep: Class 7 contains 2624 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1713 members 
Mstep: Class 10 contains 31064 members 
Mstep: Class 11 contains 74411 members 
Mstep: Class 12 contains 17468 members 
Mstep: Class 13 contains 69878 members 
Mstep: Class 14 contains 18427 members 
Mstep: Class 15 contains 83804 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15571 members 
Mstep: Class 18 contains 74239 members 
Mstep: Class 19 contains 75894 members 
Mstep: Class 20 contains 124842 members 
Mstep: Class 21 contains 47992 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 5051 members 
Mstep: Class 24 contains 42538 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2805 members 
Mstep: Class 27 contains 11546 members 
Mstep: Class 28 contains 5847 members 
Mstep: Class 29 contains 148915 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3207 members 
Mstep: Class 32 contains 14201 members 
Mstep: Class 33 contains 10562 members 
Mstep: Class 34 contains 92108 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 91692 members 
Mstep: Class 37 contains 82242 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74906 members 
Mstep: Class 41 contains 4696 members 
Mstep: Class 42 contains 24153 members 
Mstep: Class 43 contains 161501 members 
Mstep: Class 44 contains 1981 members 
Mstep: Class 45 contains 18562 members 
Mstep: Class 46 contains 30894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426176.000000 Penalty: 30063.429688
Iteration 436Q: 47 clusters Score -8.742618e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 3093 members 
Mstep: Class 3 contains 48142 members 
Mstep: Class 4 contains 2711 members 
Mstep: Class 5 contains 79795 members 
Mstep: Class 6 contains 14476 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 30846 members 
Mstep: Class 11 contains 74385 members 
Mstep: Class 12 contains 17463 members 
Mstep: Class 13 contains 69920 members 
Mstep: Class 14 contains 18419 members 
Mstep: Class 15 contains 83801 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 74247 members 
Mstep: Class 19 contains 76006 members 
Mstep: Class 20 contains 124895 members 
Mstep: Class 21 contains 47983 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 5051 members 
Mstep: Class 24 contains 42570 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2818 members 
Mstep: Class 27 contains 11504 members 
Mstep: Class 28 contains 5850 members 
Mstep: Class 29 contains 148877 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3216 members 
Mstep: Class 32 contains 14206 members 
Mstep: Class 33 contains 10539 members 
Mstep: Class 34 contains 92039 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 91833 members 
Mstep: Class 37 contains 82307 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74894 members 
Mstep: Class 41 contains 4693 members 
Mstep: Class 42 contains 24079 members 
Mstep: Class 43 contains 161512 members 
Mstep: Class 44 contains 1978 members 
Mstep: Class 45 contains 18753 members 
Mstep: Class 46 contains 31179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426368.000000 Penalty: 30063.429688
Iteration 437Q: 47 clusters Score -8.742637e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 47863 members 
Mstep: Class 4 contains 2698 members 
Mstep: Class 5 contains 79805 members 
Mstep: Class 6 contains 14461 members 
Mstep: Class 7 contains 2625 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 30633 members 
Mstep: Class 11 contains 74357 members 
Mstep: Class 12 contains 17457 members 
Mstep: Class 13 contains 69956 members 
Mstep: Class 14 contains 18409 members 
Mstep: Class 15 contains 83811 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15601 members 
Mstep: Class 18 contains 74283 members 
Mstep: Class 19 contains 76135 members 
Mstep: Class 20 contains 124943 members 
Mstep: Class 21 contains 47976 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 42603 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 11481 members 
Mstep: Class 28 contains 5856 members 
Mstep: Class 29 contains 148833 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3222 members 
Mstep: Class 32 contains 14213 members 
Mstep: Class 33 contains 10504 members 
Mstep: Class 34 contains 91975 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 91953 members 
Mstep: Class 37 contains 82342 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74876 members 
Mstep: Class 41 contains 4693 members 
Mstep: Class 42 contains 23992 members 
Mstep: Class 43 contains 161510 members 
Mstep: Class 44 contains 1973 members 
Mstep: Class 45 contains 18934 members 
Mstep: Class 46 contains 31443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426576.000000 Penalty: 30063.429688
Iteration 438Q: 47 clusters Score -8.742658e+07 nChanged 2271
Entering ConstructFrom: 
Score: -87426576.000000 Penalty: 30063.429688
Entering ConstructFrom: 
Trying to split cluster 1 (97681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97681 members 
Entering Unmasked Estep 
Score: -5330198.500000 Penalty: 522.770508
	Iteration 0F: 2 clusters Score -5330198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -5265559.000000 Penalty: 1045.541016
	Iteration 0F: 3 clusters Score -5265559 nChanged 47882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -5293886.500000 Penalty: 1045.541016
	Iteration 1F: 3 clusters Score -5293886 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -5294652.500000 Penalty: 1045.541016
	Iteration 2Q: 3 clusters Score -5294652 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -5295499.000000 Penalty: 1045.541016
	Iteration 3Q: 3 clusters Score -5295499 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -5296726.000000 Penalty: 1045.541016
	Iteration 4Q: 3 clusters Score -5296726 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -5298895.000000 Penalty: 1045.541016
	Iteration 5Q: 3 clusters Score -5298895 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -5302551.500000 Penalty: 1045.541016
	Iteration 6F: 3 clusters Score -5302552 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -5308046.500000 Penalty: 1045.541016
	Iteration 7F: 3 clusters Score -5308046 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -5313173.000000 Penalty: 1045.541016
	Iteration 8F: 3 clusters Score -5313173 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -5315688.500000 Penalty: 1045.541016
	Iteration 9F: 3 clusters Score -5315688 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -5316882.000000 Penalty: 1045.541016
	Iteration 10Q: 3 clusters Score -5316882 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -5317987.000000 Penalty: 1045.541016
	Iteration 11Q: 3 clusters Score -5317987 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -5319450.000000 Penalty: 1045.541016
	Iteration 12Q: 3 clusters Score -5319450 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -5321256.000000 Penalty: 1045.541016
	Iteration 13Q: 3 clusters Score -5321256 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -5323294.000000 Penalty: 1045.541016
	Iteration 14Q: 3 clusters Score -5323294 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -5325260.000000 Penalty: 1045.541016
	Iteration 15Q: 3 clusters Score -5325260 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -5326809.500000 Penalty: 1045.541016
	Iteration 16Q: 3 clusters Score -5326810 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 54108 members 
Entering Unmasked Estep 
Score: -5327793.000000 Penalty: 1045.541016
	Iteration 17Q: 3 clusters Score -5327793 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -5328455.000000 Penalty: 1045.541016
	Iteration 18Q: 3 clusters Score -5328455 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -5328812.000000 Penalty: 1045.541016
	Iteration 19Q: 3 clusters Score -5328812 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -5329039.500000 Penalty: 1045.541016
	Iteration 20F: 3 clusters Score -5329040 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -5329147.000000 Penalty: 1045.541016
	Iteration 21Q: 3 clusters Score -5329147 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -5329179.000000 Penalty: 1045.541016
	Iteration 22Q: 3 clusters Score -5329179 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -5329243.500000 Penalty: 1045.541016
	Iteration 23Q: 3 clusters Score -5329244 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -5329283.500000 Penalty: 1045.541016
	Iteration 24Q: 3 clusters Score -5329284 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -5329324.500000 Penalty: 1045.541016
	Iteration 25Q: 3 clusters Score -5329324 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -5329326.500000 Penalty: 1045.541016
	Iteration 26Q: 3 clusters Score -5329326 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -5329328.000000 Penalty: 1045.541016
	Iteration 27Q: 3 clusters Score -5329328 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -5329318.500000 Penalty: 1045.541016
	Iteration 28Q: 3 clusters Score -5329318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -5329335.500000 Penalty: 1045.541016
	Iteration 29Q: 3 clusters Score -5329336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -5329341.000000 Penalty: 1045.541016
	Iteration 30Q: 3 clusters Score -5329341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -5329343.500000 Penalty: 1045.541016
	Iteration 31Q: 3 clusters Score -5329344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -5329350.000000 Penalty: 1045.541016
	Iteration 32Q: 3 clusters Score -5329350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -5329345.500000 Penalty: 1045.541016
	Iteration 33Q: 3 clusters Score -5329346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -5329345.000000 Penalty: 1045.541016
	Iteration 34Q: 3 clusters Score -5329345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -5329346.000000 Penalty: 1045.541016
	Iteration 35Q: 3 clusters Score -5329346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -5329341.500000 Penalty: 1045.541016
	Iteration 36Q: 3 clusters Score -5329342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -5329333.000000 Penalty: 1045.541016
	Iteration 37Q: 3 clusters Score -5329333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -5329330.000000 Penalty: 1045.541016
	Iteration 38Q: 3 clusters Score -5329330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -5329333.500000 Penalty: 1045.541016
	Iteration 39Q: 3 clusters Score -5329334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -5329335.500000 Penalty: 1045.541016
	Iteration 40F: 3 clusters Score -5329336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -5329327.000000 Penalty: 1045.541016
	Iteration 41Q: 3 clusters Score -5329327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -5329329.000000 Penalty: 1045.541016
	Iteration 42Q: 3 clusters Score -5329329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -5329327.500000 Penalty: 1045.541016
	Iteration 43Q: 3 clusters Score -5329328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -5329327.500000 Penalty: 1045.541016
	Iteration 44Q: 3 clusters Score -5329328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -5329327.500000 Penalty: 1045.541016
	Iteration 45Q: 3 clusters Score -5329328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -5329327.500000 Penalty: 1045.541016
	Iteration 46F: 3 clusters Score -5329328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Entering Unmasked Estep 
Score: -170985.921875 Penalty: 365.619904
	Iteration 0F: 2 clusters Score -170985.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -168798.093750 Penalty: 731.239807
	Iteration 0F: 3 clusters Score -168798.1 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -169523.203125 Penalty: 731.239807
	Iteration 1F: 3 clusters Score -169523.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -169634.343750 Penalty: 731.239807
	Iteration 2F: 3 clusters Score -169634.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -169759.281250 Penalty: 731.239807
	Iteration 3F: 3 clusters Score -169759.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -169875.625000 Penalty: 731.239807
	Iteration 4F: 3 clusters Score -169875.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -169998.750000 Penalty: 731.239807
	Iteration 5F: 3 clusters Score -169998.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -170153.015625 Penalty: 731.239807
	Iteration 6F: 3 clusters Score -170153 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -170308.046875 Penalty: 731.239807
	Iteration 7F: 3 clusters Score -170308 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -170398.250000 Penalty: 731.239807
	Iteration 8Q: 3 clusters Score -170398.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -170437.000000 Penalty: 731.239807
	Iteration 9Q: 3 clusters Score -170437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -170460.484375 Penalty: 731.239807
	Iteration 10Q: 3 clusters Score -170460.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -170474.250000 Penalty: 731.239807
	Iteration 11Q: 3 clusters Score -170474.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -170485.687500 Penalty: 731.239807
	Iteration 12Q: 3 clusters Score -170485.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -170496.359375 Penalty: 731.239807
	Iteration 13Q: 3 clusters Score -170496.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -170507.750000 Penalty: 731.239807
	Iteration 14Q: 3 clusters Score -170507.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -170520.500000 Penalty: 731.239807
	Iteration 15Q: 3 clusters Score -170520.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -170532.359375 Penalty: 731.239807
	Iteration 16Q: 3 clusters Score -170532.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -170538.625000 Penalty: 731.239807
	Iteration 17Q: 3 clusters Score -170538.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -170544.062500 Penalty: 731.239807
	Iteration 18Q: 3 clusters Score -170544.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -170552.437500 Penalty: 731.239807
	Iteration 19Q: 3 clusters Score -170552.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -170558.203125 Penalty: 731.239807
	Iteration 20F: 3 clusters Score -170558.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -170560.750000 Penalty: 731.239807
	Iteration 21Q: 3 clusters Score -170560.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -170565.484375 Penalty: 731.239807
	Iteration 22Q: 3 clusters Score -170565.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -170567.906250 Penalty: 731.239807
	Iteration 23Q: 3 clusters Score -170567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -170568.546875 Penalty: 731.239807
	Iteration 24Q: 3 clusters Score -170568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -170569.125000 Penalty: 731.239807
	Iteration 25Q: 3 clusters Score -170569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -170570.468750 Penalty: 731.239807
	Iteration 26Q: 3 clusters Score -170570.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -170572.250000 Penalty: 731.239807
	Iteration 27Q: 3 clusters Score -170572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -170572.718750 Penalty: 731.239807
	Iteration 28Q: 3 clusters Score -170572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -170573.000000 Penalty: 731.239807
	Iteration 29Q: 3 clusters Score -170573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -170573.343750 Penalty: 731.239807
	Iteration 30Q: 3 clusters Score -170573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -170575.593750 Penalty: 731.239807
	Iteration 31Q: 3 clusters Score -170575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -170577.609375 Penalty: 731.239807
	Iteration 32Q: 3 clusters Score -170577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -170579.578125 Penalty: 731.239807
	Iteration 33Q: 3 clusters Score -170579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -170580.687500 Penalty: 731.239807
	Iteration 34Q: 3 clusters Score -170580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -170580.828125 Penalty: 731.239807
	Iteration 35Q: 3 clusters Score -170580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -170581.500000 Penalty: 731.239807
	Iteration 36Q: 3 clusters Score -170581.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -170581.656250 Penalty: 731.239807
	Iteration 37Q: 3 clusters Score -170581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -170581.687500 Penalty: 731.239807
	Iteration 38Q: 3 clusters Score -170581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -170582.140625 Penalty: 731.239807
	Iteration 39Q: 3 clusters Score -170582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -170583.218750 Penalty: 731.239807
	Iteration 40F: 3 clusters Score -170583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -170584.734375 Penalty: 731.239807
	Iteration 41Q: 3 clusters Score -170584.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -170585.406250 Penalty: 731.239807
	Iteration 42Q: 3 clusters Score -170585.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -170586.265625 Penalty: 731.239807
	Iteration 43Q: 3 clusters Score -170586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -170586.984375 Penalty: 731.239807
	Iteration 44Q: 3 clusters Score -170587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -170587.359375 Penalty: 731.239807
	Iteration 45Q: 3 clusters Score -170587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -170588.390625 Penalty: 731.239807
	Iteration 46Q: 3 clusters Score -170588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -170588.531250 Penalty: 731.239807
	Iteration 47Q: 3 clusters Score -170588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -170588.843750 Penalty: 731.239807
	Iteration 48Q: 3 clusters Score -170588.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -170589.890625 Penalty: 731.239807
	Iteration 49Q: 3 clusters Score -170589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -170590.421875 Penalty: 731.239807
	Iteration 50Q: 3 clusters Score -170590.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -170590.218750 Penalty: 731.239807
	Iteration 51Q: 3 clusters Score -170590.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -170590.609375 Penalty: 731.239807
	Iteration 52Q: 3 clusters Score -170590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -170590.687500 Penalty: 731.239807
	Iteration 53Q: 3 clusters Score -170590.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -170590.687500 Penalty: 731.239807
	Iteration 54F: 3 clusters Score -170590.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Entering Unmasked Estep 
Score: -2640793.250000 Penalty: 490.049347
	Iteration 0F: 2 clusters Score -2640793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2608809.000000 Penalty: 980.098694
	Iteration 0F: 3 clusters Score -2608809 nChanged 22966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2622584.250000 Penalty: 980.098694
	Iteration 1F: 3 clusters Score -2622584 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2623232.750000 Penalty: 980.098694
	Iteration 2Q: 3 clusters Score -2623233 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2624185.250000 Penalty: 980.098694
	Iteration 3Q: 3 clusters Score -2624185 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2625868.500000 Penalty: 980.098694
	Iteration 4F: 3 clusters Score -2625868 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2628628.500000 Penalty: 980.098694
	Iteration 5F: 3 clusters Score -2628628 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2631781.750000 Penalty: 980.098694
	Iteration 6F: 3 clusters Score -2631782 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2633831.250000 Penalty: 980.098694
	Iteration 7F: 3 clusters Score -2633831 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -2634884.500000 Penalty: 980.098694
	Iteration 8Q: 3 clusters Score -2634884 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2635654.500000 Penalty: 980.098694
	Iteration 9Q: 3 clusters Score -2635654 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2636341.500000 Penalty: 980.098694
	Iteration 10Q: 3 clusters Score -2636342 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2636976.250000 Penalty: 980.098694
	Iteration 11Q: 3 clusters Score -2636976 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2637487.000000 Penalty: 980.098694
	Iteration 12Q: 3 clusters Score -2637487 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2637883.750000 Penalty: 980.098694
	Iteration 13Q: 3 clusters Score -2637884 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2638160.500000 Penalty: 980.098694
	Iteration 14Q: 3 clusters Score -2638160 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2638359.000000 Penalty: 980.098694
	Iteration 15Q: 3 clusters Score -2638359 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2638483.250000 Penalty: 980.098694
	Iteration 16Q: 3 clusters Score -2638483 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -2638575.750000 Penalty: 980.098694
	Iteration 17Q: 3 clusters Score -2638576 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2638628.750000 Penalty: 980.098694
	Iteration 18Q: 3 clusters Score -2638629 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2638662.500000 Penalty: 980.098694
	Iteration 19Q: 3 clusters Score -2638662 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2638680.750000 Penalty: 980.098694
	Iteration 20F: 3 clusters Score -2638681 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2638685.000000 Penalty: 980.098694
	Iteration 21Q: 3 clusters Score -2638685 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2638690.000000 Penalty: 980.098694
	Iteration 22Q: 3 clusters Score -2638690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2638691.000000 Penalty: 980.098694
	Iteration 23Q: 3 clusters Score -2638691 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2638688.250000 Penalty: 980.098694
	Iteration 24Q: 3 clusters Score -2638688 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2638689.500000 Penalty: 980.098694
	Iteration 25Q: 3 clusters Score -2638690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2638691.250000 Penalty: 980.098694
	Iteration 26Q: 3 clusters Score -2638691 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2638686.500000 Penalty: 980.098694
	Iteration 27Q: 3 clusters Score -2638686 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2638675.000000 Penalty: 980.098694
	Iteration 28Q: 3 clusters Score -2638675 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2638679.000000 Penalty: 980.098694
	Iteration 29Q: 3 clusters Score -2638679 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2638667.250000 Penalty: 980.098694
	Iteration 30Q: 3 clusters Score -2638667 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2638671.000000 Penalty: 980.098694
	Iteration 31Q: 3 clusters Score -2638671 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2638667.750000 Penalty: 980.098694
	Iteration 32Q: 3 clusters Score -2638668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2638675.250000 Penalty: 980.098694
	Iteration 33Q: 3 clusters Score -2638675 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2638683.250000 Penalty: 980.098694
	Iteration 34Q: 3 clusters Score -2638683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2638684.500000 Penalty: 980.098694
	Iteration 35Q: 3 clusters Score -2638684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2638672.250000 Penalty: 980.098694
	Iteration 36Q: 3 clusters Score -2638672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2638670.500000 Penalty: 980.098694
	Iteration 37Q: 3 clusters Score -2638670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2638669.500000 Penalty: 980.098694
	Iteration 38Q: 3 clusters Score -2638670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2638677.750000 Penalty: 980.098694
	Iteration 39Q: 3 clusters Score -2638678 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2638680.250000 Penalty: 980.098694
	Iteration 40F: 3 clusters Score -2638680 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2638672.250000 Penalty: 980.098694
	Iteration 41Q: 3 clusters Score -2638672 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2638666.000000 Penalty: 980.098694
	Iteration 42Q: 3 clusters Score -2638666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2638662.500000 Penalty: 980.098694
	Iteration 43Q: 3 clusters Score -2638662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2638662.500000 Penalty: 980.098694
	Iteration 44Q: 3 clusters Score -2638662 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2638652.750000 Penalty: 980.098694
	Iteration 45Q: 3 clusters Score -2638653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2638636.000000 Penalty: 980.098694
	Iteration 46Q: 3 clusters Score -2638636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2638637.000000 Penalty: 980.098694
	Iteration 47Q: 3 clusters Score -2638637 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2638643.250000 Penalty: 980.098694
	Iteration 48Q: 3 clusters Score -2638643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2638646.250000 Penalty: 980.098694
	Iteration 49Q: 3 clusters Score -2638646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2638639.000000 Penalty: 980.098694
	Iteration 50Q: 3 clusters Score -2638639 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2638630.500000 Penalty: 980.098694
	Iteration 51Q: 3 clusters Score -2638630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2638627.000000 Penalty: 980.098694
	Iteration 52Q: 3 clusters Score -2638627 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2638617.750000 Penalty: 980.098694
	Iteration 53Q: 3 clusters Score -2638618 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2638615.000000 Penalty: 980.098694
	Iteration 54Q: 3 clusters Score -2638615 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2638613.250000 Penalty: 980.098694
	Iteration 55Q: 3 clusters Score -2638613 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2638613 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2638608.750000 Penalty: 980.098694
	Iteration 57Q: 3 clusters Score -2638609 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2638598.750000 Penalty: 980.098694
	Iteration 58Q: 3 clusters Score -2638599 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2638592.000000 Penalty: 980.098694
	Iteration 59Q: 3 clusters Score -2638592 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2638579.250000 Penalty: 980.098694
	Iteration 60F: 3 clusters Score -2638579 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2638575.000000 Penalty: 980.098694
	Iteration 61Q: 3 clusters Score -2638575 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2638575.750000 Penalty: 980.098694
	Iteration 62Q: 3 clusters Score -2638576 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2638573.250000 Penalty: 980.098694
	Iteration 63Q: 3 clusters Score -2638573 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2638573.250000 Penalty: 980.098694
	Iteration 64Q: 3 clusters Score -2638573 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2638581.250000 Penalty: 980.098694
	Iteration 65Q: 3 clusters Score -2638581 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2638573.500000 Penalty: 980.098694
	Iteration 66Q: 3 clusters Score -2638574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2638563.250000 Penalty: 980.098694
	Iteration 67Q: 3 clusters Score -2638563 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2638559.500000 Penalty: 980.098694
	Iteration 68Q: 3 clusters Score -2638560 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2638565.250000 Penalty: 980.098694
	Iteration 69Q: 3 clusters Score -2638565 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2638559 nChanged 91
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Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2638562.000000 Penalty: 980.098694
	Iteration 71Q: 3 clusters Score -2638562 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2638554.250000 Penalty: 980.098694
	Iteration 72Q: 3 clusters Score -2638554 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2638548.000000 Penalty: 980.098694
	Iteration 73Q: 3 clusters Score -2638548 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2638542.750000 Penalty: 980.098694
	Iteration 74Q: 3 clusters Score -2638543 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2638546.750000 Penalty: 980.098694
	Iteration 75Q: 3 clusters Score -2638547 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2638528.750000 Penalty: 980.098694
	Iteration 76Q: 3 clusters Score -2638529 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2638530 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2638532.750000 Penalty: 980.098694
	Iteration 78Q: 3 clusters Score -2638533 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2638523.750000 Penalty: 980.098694
	Iteration 79Q: 3 clusters Score -2638524 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2638513.500000 Penalty: 980.098694
	Iteration 80F: 3 clusters Score -2638514 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2638510 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2638511.500000 Penalty: 980.098694
	Iteration 82Q: 3 clusters Score -2638512 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2638497.000000 Penalty: 980.098694
	Iteration 83Q: 3 clusters Score -2638497 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2638491.500000 Penalty: 980.098694
	Iteration 84Q: 3 clusters Score -2638492 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2638494 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2638492 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2638496 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2638498 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2638493.250000 Penalty: 980.098694
	Iteration 89Q: 3 clusters Score -2638493 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2638505.250000 Penalty: 980.098694
	Iteration 90Q: 3 clusters Score -2638505 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2638503.250000 Penalty: 980.098694
	Iteration 91Q: 3 clusters Score -2638503 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2638499 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2638491.750000 Penalty: 980.098694
	Iteration 93Q: 3 clusters Score -2638492 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2638476 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2638473.500000 Penalty: 980.098694
	Iteration 95Q: 3 clusters Score -2638474 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2638480.000000 Penalty: 980.098694
	Iteration 96Q: 3 clusters Score -2638480 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2638473 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2638464.500000 Penalty: 980.098694
	Iteration 98Q: 3 clusters Score -2638464 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2638462.000000 Penalty: 980.098694
	Iteration 99Q: 3 clusters Score -2638462 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2638447.250000 Penalty: 980.098694
	Iteration 100F: 3 clusters Score -2638447 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2638454.250000 Penalty: 980.098694
	Iteration 101Q: 3 clusters Score -2638454 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2638451.750000 Penalty: 980.098694
	Iteration 102Q: 3 clusters Score -2638452 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2638456.000000 Penalty: 980.098694
	Iteration 103Q: 3 clusters Score -2638456 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2638458.000000 Penalty: 980.098694
	Iteration 104Q: 3 clusters Score -2638458 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2638460.250000 Penalty: 980.098694
	Iteration 105Q: 3 clusters Score -2638460 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2638456 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2638463.250000 Penalty: 980.098694
	Iteration 107Q: 3 clusters Score -2638463 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2638466.000000 Penalty: 980.098694
	Iteration 108Q: 3 clusters Score -2638466 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2638449.750000 Penalty: 980.098694
	Iteration 109Q: 3 clusters Score -2638450 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2638447 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2638450 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2638448 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2638439.250000 Penalty: 980.098694
	Iteration 113Q: 3 clusters Score -2638439 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2638442.000000 Penalty: 980.098694
	Iteration 114Q: 3 clusters Score -2638442 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2638443 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2638441.500000 Penalty: 980.098694
	Iteration 116Q: 3 clusters Score -2638442 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2638442 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2638440.750000 Penalty: 980.098694
	Iteration 118Q: 3 clusters Score -2638441 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2638433.500000 Penalty: 980.098694
	Iteration 119Q: 3 clusters Score -2638434 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2638431.500000 Penalty: 980.098694
	Iteration 120F: 3 clusters Score -2638432 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2638432.750000 Penalty: 980.098694
	Iteration 121Q: 3 clusters Score -2638433 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2638429.750000 Penalty: 980.098694
	Iteration 122Q: 3 clusters Score -2638430 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2638430 nChanged 50
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Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2638425.750000 Penalty: 980.098694
	Iteration 124Q: 3 clusters Score -2638426 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2638426 nChanged 41
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Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2638423.750000 Penalty: 980.098694
	Iteration 126Q: 3 clusters Score -2638424 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2638414.500000 Penalty: 980.098694
	Iteration 127Q: 3 clusters Score -2638414 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2638405.750000 Penalty: 980.098694
	Iteration 128Q: 3 clusters Score -2638406 nChanged 26
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Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2638415 nChanged 19
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Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2638410.250000 Penalty: 980.098694
	Iteration 130Q: 3 clusters Score -2638410 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2638408.250000 Penalty: 980.098694
	Iteration 131Q: 3 clusters Score -2638408 nChanged 27
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Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2638410 nChanged 26
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Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2638415 nChanged 23
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Entering Unmasked Estep 
Score: -2638412.500000 Penalty: 980.098694
	Iteration 134Q: 3 clusters Score -2638412 nChanged 26
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Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2638409 nChanged 31
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Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2638399.500000 Penalty: 980.098694
	Iteration 136Q: 3 clusters Score -2638400 nChanged 32
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Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2638402.000000 Penalty: 980.098694
	Iteration 137Q: 3 clusters Score -2638402 nChanged 11
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Entering Unmasked Estep 
Score: -2638397.500000 Penalty: 980.098694
	Iteration 138Q: 3 clusters Score -2638398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2638399.750000 Penalty: 980.098694
	Iteration 139Q: 3 clusters Score -2638400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2638395.750000 Penalty: 980.098694
	Iteration 140F: 3 clusters Score -2638396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2638399.000000 Penalty: 980.098694
	Iteration 141Q: 3 clusters Score -2638399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2638398.750000 Penalty: 980.098694
	Iteration 142Q: 3 clusters Score -2638399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2638400.000000 Penalty: 980.098694
	Iteration 143Q: 3 clusters Score -2638400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2638399.750000 Penalty: 980.098694
	Iteration 144Q: 3 clusters Score -2638400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2638400.500000 Penalty: 980.098694
	Iteration 145Q: 3 clusters Score -2638400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2638397.250000 Penalty: 980.098694
	Iteration 146Q: 3 clusters Score -2638397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2638398.500000 Penalty: 980.098694
	Iteration 147Q: 3 clusters Score -2638398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2638401.750000 Penalty: 980.098694
	Iteration 148Q: 3 clusters Score -2638402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2638397.500000 Penalty: 980.098694
	Iteration 149Q: 3 clusters Score -2638398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2638398.250000 Penalty: 980.098694
	Iteration 150Q: 3 clusters Score -2638398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2638397.000000 Penalty: 980.098694
	Iteration 151Q: 3 clusters Score -2638397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2638398.000000 Penalty: 980.098694
	Iteration 152Q: 3 clusters Score -2638398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2638396.750000 Penalty: 980.098694
	Iteration 153Q: 3 clusters Score -2638397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2638396.500000 Penalty: 980.098694
	Iteration 154Q: 3 clusters Score -2638396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2638396.500000 Penalty: 980.098694
	Iteration 155F: 3 clusters Score -2638396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Entering Unmasked Estep 
Score: -157128.796875 Penalty: 359.276215
	Iteration 0F: 2 clusters Score -157128.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -155237.937500 Penalty: 718.552429
	Iteration 0F: 3 clusters Score -155237.9 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -155892.468750 Penalty: 718.552429
	Iteration 1F: 3 clusters Score -155892.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -155973.187500 Penalty: 718.552429
	Iteration 2F: 3 clusters Score -155973.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -156052.640625 Penalty: 718.552429
	Iteration 3F: 3 clusters Score -156052.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -156134.156250 Penalty: 718.552429
	Iteration 4F: 3 clusters Score -156134.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -156237.218750 Penalty: 718.552429
	Iteration 5F: 3 clusters Score -156237.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -156343.937500 Penalty: 718.552429
	Iteration 6F: 3 clusters Score -156343.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -156447.921875 Penalty: 718.552429
	Iteration 7F: 3 clusters Score -156447.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -156564.796875 Penalty: 718.552429
	Iteration 8F: 3 clusters Score -156564.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -156654.312500 Penalty: 718.552429
	Iteration 9Q: 3 clusters Score -156654.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -156716.046875 Penalty: 718.552429
	Iteration 10Q: 3 clusters Score -156716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -156753.609375 Penalty: 718.552429
	Iteration 11Q: 3 clusters Score -156753.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -156777.500000 Penalty: 718.552429
	Iteration 12Q: 3 clusters Score -156777.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -156791.281250 Penalty: 718.552429
	Iteration 13Q: 3 clusters Score -156791.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -156801.437500 Penalty: 718.552429
	Iteration 14Q: 3 clusters Score -156801.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -156806.046875 Penalty: 718.552429
	Iteration 15Q: 3 clusters Score -156806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -156812.250000 Penalty: 718.552429
	Iteration 16Q: 3 clusters Score -156812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -156819.218750 Penalty: 718.552429
	Iteration 17Q: 3 clusters Score -156819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -156821.656250 Penalty: 718.552429
	Iteration 18Q: 3 clusters Score -156821.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -156821.656250 Penalty: 718.552429
	Iteration 19F: 3 clusters Score -156821.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Entering Unmasked Estep 
Score: -4438606.500000 Penalty: 513.578552
	Iteration 0F: 2 clusters Score -4438606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -4385339.000000 Penalty: 1027.157104
	Iteration 0F: 3 clusters Score -4385339 nChanged 38787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -4409252.500000 Penalty: 1027.157104
	Iteration 1F: 3 clusters Score -4409252 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -4410387.500000 Penalty: 1027.157104
	Iteration 2Q: 3 clusters Score -4410388 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -4412140.000000 Penalty: 1027.157104
	Iteration 3Q: 3 clusters Score -4412140 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -4415051.500000 Penalty: 1027.157104
	Iteration 4F: 3 clusters Score -4415052 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -4419384.000000 Penalty: 1027.157104
	Iteration 5F: 3 clusters Score -4419384 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -4423612.000000 Penalty: 1027.157104
	Iteration 6F: 3 clusters Score -4423612 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -4425897.500000 Penalty: 1027.157104
	Iteration 7Q: 3 clusters Score -4425898 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -4426835.000000 Penalty: 1027.157104
	Iteration 8Q: 3 clusters Score -4426835 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -4427464.500000 Penalty: 1027.157104
	Iteration 9Q: 3 clusters Score -4427464 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -4428134.500000 Penalty: 1027.157104
	Iteration 10Q: 3 clusters Score -4428134 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -4428872.500000 Penalty: 1027.157104
	Iteration 11Q: 3 clusters Score -4428872 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -4429710.000000 Penalty: 1027.157104
	Iteration 12Q: 3 clusters Score -4429710 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -4430647.500000 Penalty: 1027.157104
	Iteration 13Q: 3 clusters Score -4430648 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -4431563.000000 Penalty: 1027.157104
	Iteration 14Q: 3 clusters Score -4431563 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -4432505.500000 Penalty: 1027.157104
	Iteration 15Q: 3 clusters Score -4432506 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -4433418.500000 Penalty: 1027.157104
	Iteration 16Q: 3 clusters Score -4433418 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -4434323.500000 Penalty: 1027.157104
	Iteration 17Q: 3 clusters Score -4434324 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 75137 members 
Entering Unmasked Estep 
Score: -4435138.000000 Penalty: 1027.157104
	Iteration 18Q: 3 clusters Score -4435138 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -4435785.500000 Penalty: 1027.157104
	Iteration 19Q: 3 clusters Score -4435786 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -4436333.500000 Penalty: 1027.157104
	Iteration 20F: 3 clusters Score -4436334 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
Score: -4436755.500000 Penalty: 1027.157104
	Iteration 21Q: 3 clusters Score -4436756 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -4437089.500000 Penalty: 1027.157104
	Iteration 22Q: 3 clusters Score -4437090 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 78349 members 
Entering Unmasked Estep 
Score: -4437359.500000 Penalty: 1027.157104
	Iteration 23Q: 3 clusters Score -4437360 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -4437546.500000 Penalty: 1027.157104
	Iteration 24Q: 3 clusters Score -4437546 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 78842 members 
Entering Unmasked Estep 
Score: -4437685.500000 Penalty: 1027.157104
	Iteration 25Q: 3 clusters Score -4437686 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -4437782.000000 Penalty: 1027.157104
	Iteration 26Q: 3 clusters Score -4437782 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -4437855.000000 Penalty: 1027.157104
	Iteration 27Q: 3 clusters Score -4437855 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 79212 members 
Entering Unmasked Estep 
Score: -4437926.000000 Penalty: 1027.157104
	Iteration 28Q: 3 clusters Score -4437926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -4437967.500000 Penalty: 1027.157104
	Iteration 29Q: 3 clusters Score -4437968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -4437989.000000 Penalty: 1027.157104
	Iteration 30Q: 3 clusters Score -4437989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -4438015.000000 Penalty: 1027.157104
	Iteration 31Q: 3 clusters Score -4438015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -4438032.500000 Penalty: 1027.157104
	Iteration 32Q: 3 clusters Score -4438032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -4438039.500000 Penalty: 1027.157104
	Iteration 33Q: 3 clusters Score -4438040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -4438054.000000 Penalty: 1027.157104
	Iteration 34Q: 3 clusters Score -4438054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -4438067.500000 Penalty: 1027.157104
	Iteration 35Q: 3 clusters Score -4438068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -4438083.500000 Penalty: 1027.157104
	Iteration 36Q: 3 clusters Score -4438084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -4438107.500000 Penalty: 1027.157104
	Iteration 37Q: 3 clusters Score -4438108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -4438119.500000 Penalty: 1027.157104
	Iteration 38Q: 3 clusters Score -4438120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -4438125.500000 Penalty: 1027.157104
	Iteration 39Q: 3 clusters Score -4438126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -4438130.000000 Penalty: 1027.157104
	Iteration 40F: 3 clusters Score -4438130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -4438134.500000 Penalty: 1027.157104
	Iteration 41Q: 3 clusters Score -4438134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -4438139.500000 Penalty: 1027.157104
	Iteration 42Q: 3 clusters Score -4438140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -4438143.000000 Penalty: 1027.157104
	Iteration 43Q: 3 clusters Score -4438143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -4438143.500000 Penalty: 1027.157104
	Iteration 44Q: 3 clusters Score -4438144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -4438151.500000 Penalty: 1027.157104
	Iteration 45Q: 3 clusters Score -4438152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -4438158.000000 Penalty: 1027.157104
	Iteration 46Q: 3 clusters Score -4438158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -4438162.500000 Penalty: 1027.157104
	Iteration 47Q: 3 clusters Score -4438162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -4438162.500000 Penalty: 1027.157104
	Iteration 48F: 3 clusters Score -4438162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Entering Unmasked Estep 
Score: -768421.250000 Penalty: 435.806854
	Iteration 0F: 2 clusters Score -768421.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -758756.312500 Penalty: 871.613708
	Iteration 0F: 3 clusters Score -758756.3 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -762732.812500 Penalty: 871.613708
	Iteration 1F: 3 clusters Score -762732.8 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -763024.125000 Penalty: 871.613708
	Iteration 2F: 3 clusters Score -763024.1 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -763362.562500 Penalty: 871.613708
	Iteration 3F: 3 clusters Score -763362.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -763815.000000 Penalty: 871.613708
	Iteration 4F: 3 clusters Score -763815 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -764467.937500 Penalty: 871.613708
	Iteration 5F: 3 clusters Score -764467.9 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -765123.500000 Penalty: 871.613708
	Iteration 6F: 3 clusters Score -765123.5 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -765613.125000 Penalty: 871.613708
	Iteration 7F: 3 clusters Score -765613.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -765825.625000 Penalty: 871.613708
	Iteration 8Q: 3 clusters Score -765825.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -765927.250000 Penalty: 871.613708
	Iteration 9Q: 3 clusters Score -765927.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -766003.312500 Penalty: 871.613708
	Iteration 10Q: 3 clusters Score -766003.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -766074.250000 Penalty: 871.613708
	Iteration 11Q: 3 clusters Score -766074.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -766152.437500 Penalty: 871.613708
	Iteration 12Q: 3 clusters Score -766152.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -766238.437500 Penalty: 871.613708
	Iteration 13Q: 3 clusters Score -766238.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -766335.562500 Penalty: 871.613708
	Iteration 14Q: 3 clusters Score -766335.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -766433.000000 Penalty: 871.613708
	Iteration 15Q: 3 clusters Score -766433 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -766540.125000 Penalty: 871.613708
	Iteration 16Q: 3 clusters Score -766540.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -766644.937500 Penalty: 871.613708
	Iteration 17Q: 3 clusters Score -766644.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -766778.562500 Penalty: 871.613708
	Iteration 18Q: 3 clusters Score -766778.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -766910.062500 Penalty: 871.613708
	Iteration 19Q: 3 clusters Score -766910.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -767054.187500 Penalty: 871.613708
	Iteration 20F: 3 clusters Score -767054.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -767191.562500 Penalty: 871.613708
	Iteration 21Q: 3 clusters Score -767191.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -767319.562500 Penalty: 871.613708
	Iteration 22Q: 3 clusters Score -767319.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -767445.500000 Penalty: 871.613708
	Iteration 23Q: 3 clusters Score -767445.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -767567.687500 Penalty: 871.613708
	Iteration 24Q: 3 clusters Score -767567.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -767700.750000 Penalty: 871.613708
	Iteration 25Q: 3 clusters Score -767700.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -767803.000000 Penalty: 871.613708
	Iteration 26Q: 3 clusters Score -767803 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -767877.937500 Penalty: 871.613708
	Iteration 27Q: 3 clusters Score -767877.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -767918.062500 Penalty: 871.613708
	Iteration 28Q: 3 clusters Score -767918.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -767955.625000 Penalty: 871.613708
	Iteration 29Q: 3 clusters Score -767955.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -767982.750000 Penalty: 871.613708
	Iteration 30Q: 3 clusters Score -767982.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -768005.937500 Penalty: 871.613708
	Iteration 31Q: 3 clusters Score -768005.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -768028.312500 Penalty: 871.613708
	Iteration 32Q: 3 clusters Score -768028.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -768040.812500 Penalty: 871.613708
	Iteration 33Q: 3 clusters Score -768040.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -768043.312500 Penalty: 871.613708
	Iteration 34Q: 3 clusters Score -768043.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -768047.125000 Penalty: 871.613708
	Iteration 35Q: 3 clusters Score -768047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -768049.875000 Penalty: 871.613708
	Iteration 36Q: 3 clusters Score -768049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -768051.625000 Penalty: 871.613708
	Iteration 37Q: 3 clusters Score -768051.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -768055.562500 Penalty: 871.613708
	Iteration 38Q: 3 clusters Score -768055.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -768056.812500 Penalty: 871.613708
	Iteration 39Q: 3 clusters Score -768056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -768057.437500 Penalty: 871.613708
	Iteration 40F: 3 clusters Score -768057.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -141176.390625 Penalty: 358.231384
	Iteration 0F: 2 clusters Score -141176.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -139313.000000 Penalty: 716.462769
	Iteration 0F: 3 clusters Score -139313 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -139960.187500 Penalty: 716.462769
	Iteration 1F: 3 clusters Score -139960.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -140095.156250 Penalty: 716.462769
	Iteration 2F: 3 clusters Score -140095.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -140201.703125 Penalty: 716.462769
	Iteration 3F: 3 clusters Score -140201.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -140333.156250 Penalty: 716.462769
	Iteration 4F: 3 clusters Score -140333.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -140493.968750 Penalty: 716.462769
	Iteration 5F: 3 clusters Score -140494 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -140667.843750 Penalty: 716.462769
	Iteration 6F: 3 clusters Score -140667.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -140773.328125 Penalty: 716.462769
	Iteration 7F: 3 clusters Score -140773.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -140834.781250 Penalty: 716.462769
	Iteration 8Q: 3 clusters Score -140834.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -140856.453125 Penalty: 716.462769
	Iteration 9Q: 3 clusters Score -140856.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -140869.984375 Penalty: 716.462769
	Iteration 10Q: 3 clusters Score -140870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -140882.796875 Penalty: 716.462769
	Iteration 11Q: 3 clusters Score -140882.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -140891.312500 Penalty: 716.462769
	Iteration 12Q: 3 clusters Score -140891.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -140899.250000 Penalty: 716.462769
	Iteration 13Q: 3 clusters Score -140899.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -140905.687500 Penalty: 716.462769
	Iteration 14Q: 3 clusters Score -140905.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -140912.484375 Penalty: 716.462769
	Iteration 15Q: 3 clusters Score -140912.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -140916.859375 Penalty: 716.462769
	Iteration 16Q: 3 clusters Score -140916.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -140921.250000 Penalty: 716.462769
	Iteration 17Q: 3 clusters Score -140921.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -140926.312500 Penalty: 716.462769
	Iteration 18Q: 3 clusters Score -140926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -140927.500000 Penalty: 716.462769
	Iteration 19Q: 3 clusters Score -140927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -140927.531250 Penalty: 716.462769
	Iteration 20F: 3 clusters Score -140927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -140927.750000 Penalty: 716.462769
	Iteration 21Q: 3 clusters Score -140927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -140927.750000 Penalty: 716.462769
	Iteration 22F: 3 clusters Score -140927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Entering Unmasked Estep 
Score: -19111.443359 Penalty: 276.428253
	Iteration 0F: 2 clusters Score -19111.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18666.707031 Penalty: 552.856506
	Iteration 0F: 3 clusters Score -18666.71 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -18798.158203 Penalty: 552.856506
	Iteration 1F: 3 clusters Score -18798.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -18839.595703 Penalty: 552.856506
	Iteration 2F: 3 clusters Score -18839.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -18876.035156 Penalty: 552.856506
	Iteration 3F: 3 clusters Score -18876.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -18893.003906 Penalty: 552.856506
	Iteration 4Q: 3 clusters Score -18893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -18904.912109 Penalty: 552.856506
	Iteration 5Q: 3 clusters Score -18904.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18911.716797 Penalty: 552.856506
	Iteration 6Q: 3 clusters Score -18911.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -18916.683594 Penalty: 552.856506
	Iteration 7Q: 3 clusters Score -18916.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18925.003906 Penalty: 552.856506
	Iteration 8Q: 3 clusters Score -18925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18929.660156 Penalty: 552.856506
	Iteration 9Q: 3 clusters Score -18929.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18932.794922 Penalty: 552.856506
	Iteration 10Q: 3 clusters Score -18932.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18938.234375 Penalty: 552.856506
	Iteration 11Q: 3 clusters Score -18938.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18945.072266 Penalty: 552.856506
	Iteration 12Q: 3 clusters Score -18945.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18953.539062 Penalty: 552.856506
	Iteration 13Q: 3 clusters Score -18953.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18959.478516 Penalty: 552.856506
	Iteration 14Q: 3 clusters Score -18959.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18966.822266 Penalty: 552.856506
	Iteration 15Q: 3 clusters Score -18966.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18973.339844 Penalty: 552.856506
	Iteration 16Q: 3 clusters Score -18973.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18986.113281 Penalty: 552.856506
	Iteration 17Q: 3 clusters Score -18986.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18989.671875 Penalty: 552.856506
	Iteration 18Q: 3 clusters Score -18989.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18995.130859 Penalty: 552.856506
	Iteration 19Q: 3 clusters Score -18995.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19008.207031 Penalty: 552.856506
	Iteration 20F: 3 clusters Score -19008.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19023.425781 Penalty: 552.856506
	Iteration 21Q: 3 clusters Score -19023.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -19039.658203 Penalty: 552.856506
	Iteration 22Q: 3 clusters Score -19039.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -19047.927734 Penalty: 552.856506
	Iteration 23Q: 3 clusters Score -19047.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -19049.359375 Penalty: 552.856506
	Iteration 24Q: 3 clusters Score -19049.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -19050.982422 Penalty: 552.856506
	Iteration 25Q: 3 clusters Score -19050.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19051.757812 Penalty: 552.856506
	Iteration 26Q: 3 clusters Score -19051.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19051.757812 Penalty: 552.856506
	Iteration 27F: 3 clusters Score -19051.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -90998.492188 Penalty: 338.872681
	Iteration 0F: 2 clusters Score -90998.49 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 854 members 
Entering Unmasked Estep 
Score: -89760.617188 Penalty: 677.745361
	Iteration 0F: 3 clusters Score -89760.62 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -90170.929688 Penalty: 677.745361
	Iteration 1F: 3 clusters Score -90170.93 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -90248.484375 Penalty: 677.745361
	Iteration 2F: 3 clusters Score -90248.48 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -90325.601562 Penalty: 677.745361
	Iteration 3F: 3 clusters Score -90325.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -90395.742188 Penalty: 677.745361
	Iteration 4F: 3 clusters Score -90395.74 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -90457.132812 Penalty: 677.745361
	Iteration 5Q: 3 clusters Score -90457.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -90513.226562 Penalty: 677.745361
	Iteration 6Q: 3 clusters Score -90513.23 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -90557.546875 Penalty: 677.745361
	Iteration 7Q: 3 clusters Score -90557.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -90594.312500 Penalty: 677.745361
	Iteration 8Q: 3 clusters Score -90594.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -90633.304688 Penalty: 677.745361
	Iteration 9Q: 3 clusters Score -90633.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -90657.179688 Penalty: 677.745361
	Iteration 10Q: 3 clusters Score -90657.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -90677.734375 Penalty: 677.745361
	Iteration 11Q: 3 clusters Score -90677.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -90682.093750 Penalty: 677.745361
	Iteration 12Q: 3 clusters Score -90682.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -90684.601562 Penalty: 677.745361
	Iteration 13Q: 3 clusters Score -90684.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -90688.304688 Penalty: 677.745361
	Iteration 14Q: 3 clusters Score -90688.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -90690.304688 Penalty: 677.745361
	Iteration 15Q: 3 clusters Score -90690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -90690.570312 Penalty: 677.745361
	Iteration 16Q: 3 clusters Score -90690.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -90691.406250 Penalty: 677.745361
	Iteration 17Q: 3 clusters Score -90691.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -90693.515625 Penalty: 677.745361
	Iteration 18Q: 3 clusters Score -90693.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -90695.304688 Penalty: 677.745361
	Iteration 19Q: 3 clusters Score -90695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -90696.476562 Penalty: 677.745361
	Iteration 20F: 3 clusters Score -90696.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -90696.890625 Penalty: 677.745361
	Iteration 21Q: 3 clusters Score -90696.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -90697.265625 Penalty: 677.745361
	Iteration 22Q: 3 clusters Score -90697.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -90697.460938 Penalty: 677.745361
	Iteration 23Q: 3 clusters Score -90697.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -90697.460938 Penalty: 677.745361
	Iteration 24F: 3 clusters Score -90697.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Entering Unmasked Estep 
Score: -1673990.875000 Penalty: 469.713867
	Iteration 0F: 2 clusters Score -1673991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1653561.000000 Penalty: 939.427734
	Iteration 0F: 3 clusters Score -1653561 nChanged 14565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1662353.625000 Penalty: 939.427734
	Iteration 1F: 3 clusters Score -1662354 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1663084.125000 Penalty: 939.427734
	Iteration 2F: 3 clusters Score -1663084 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -1664305.500000 Penalty: 939.427734
	Iteration 3F: 3 clusters Score -1664306 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -1666110.375000 Penalty: 939.427734
	Iteration 4F: 3 clusters Score -1666110 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -1667877.875000 Penalty: 939.427734
	Iteration 5F: 3 clusters Score -1667878 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -1668931.125000 Penalty: 939.427734
	Iteration 6F: 3 clusters Score -1668931 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -1669415.500000 Penalty: 939.427734
	Iteration 7Q: 3 clusters Score -1669416 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -1669722.750000 Penalty: 939.427734
	Iteration 8Q: 3 clusters Score -1669723 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -1669999.375000 Penalty: 939.427734
	Iteration 9Q: 3 clusters Score -1669999 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -1670332.375000 Penalty: 939.427734
	Iteration 10Q: 3 clusters Score -1670332 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -1670709.750000 Penalty: 939.427734
	Iteration 11Q: 3 clusters Score -1670710 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -1671115.875000 Penalty: 939.427734
	Iteration 12Q: 3 clusters Score -1671116 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -1671493.000000 Penalty: 939.427734
	Iteration 13Q: 3 clusters Score -1671493 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -1671864.500000 Penalty: 939.427734
	Iteration 14Q: 3 clusters Score -1671864 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -1672236.500000 Penalty: 939.427734
	Iteration 15Q: 3 clusters Score -1672236 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -1672563.250000 Penalty: 939.427734
	Iteration 16Q: 3 clusters Score -1672563 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -1672853.750000 Penalty: 939.427734
	Iteration 17Q: 3 clusters Score -1672854 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -1673057.875000 Penalty: 939.427734
	Iteration 18Q: 3 clusters Score -1673058 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -1673181.125000 Penalty: 939.427734
	Iteration 19Q: 3 clusters Score -1673181 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -1673271.750000 Penalty: 939.427734
	Iteration 20F: 3 clusters Score -1673272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -1673339.750000 Penalty: 939.427734
	Iteration 21Q: 3 clusters Score -1673340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -1673396.875000 Penalty: 939.427734
	Iteration 22Q: 3 clusters Score -1673397 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -1673440.750000 Penalty: 939.427734
	Iteration 23Q: 3 clusters Score -1673441 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -1673470.625000 Penalty: 939.427734
	Iteration 24Q: 3 clusters Score -1673471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -1673497.000000 Penalty: 939.427734
	Iteration 25Q: 3 clusters Score -1673497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -1673517.875000 Penalty: 939.427734
	Iteration 26Q: 3 clusters Score -1673518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -1673529.375000 Penalty: 939.427734
	Iteration 27Q: 3 clusters Score -1673529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -1673541.875000 Penalty: 939.427734
	Iteration 28Q: 3 clusters Score -1673542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -1673551.375000 Penalty: 939.427734
	Iteration 29Q: 3 clusters Score -1673551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -1673562.250000 Penalty: 939.427734
	Iteration 30Q: 3 clusters Score -1673562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -1673568.500000 Penalty: 939.427734
	Iteration 31Q: 3 clusters Score -1673568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -1673573.625000 Penalty: 939.427734
	Iteration 32Q: 3 clusters Score -1673574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -1673574.500000 Penalty: 939.427734
	Iteration 33Q: 3 clusters Score -1673574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -1673577.375000 Penalty: 939.427734
	Iteration 34Q: 3 clusters Score -1673577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -1673579.375000 Penalty: 939.427734
	Iteration 35Q: 3 clusters Score -1673579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -1673579.750000 Penalty: 939.427734
	Iteration 36Q: 3 clusters Score -1673580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -1673581.000000 Penalty: 939.427734
	Iteration 37Q: 3 clusters Score -1673581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -1673583.125000 Penalty: 939.427734
	Iteration 38Q: 3 clusters Score -1673583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -1673584.625000 Penalty: 939.427734
	Iteration 39Q: 3 clusters Score -1673585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -1673585.250000 Penalty: 939.427734
	Iteration 40F: 3 clusters Score -1673585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -1673585.875000 Penalty: 939.427734
	Iteration 41Q: 3 clusters Score -1673586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -1673589.000000 Penalty: 939.427734
	Iteration 42Q: 3 clusters Score -1673589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -1673592.125000 Penalty: 939.427734
	Iteration 43Q: 3 clusters Score -1673592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -1673592.125000 Penalty: 939.427734
	Iteration 44F: 3 clusters Score -1673592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (74285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Entering Unmasked Estep 
Score: -4116649.750000 Penalty: 510.312714
	Iteration 0F: 2 clusters Score -4116650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -4066746.750000 Penalty: 1020.625427
	Iteration 0F: 3 clusters Score -4066747 nChanged 36195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4090325.750000 Penalty: 1020.625427
	Iteration 1F: 3 clusters Score -4090326 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -4093066.000000 Penalty: 1020.625427
	Iteration 2F: 3 clusters Score -4093066 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -4097382.000000 Penalty: 1020.625427
	Iteration 3F: 3 clusters Score -4097382 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -4102732.250000 Penalty: 1020.625427
	Iteration 4F: 3 clusters Score -4102732 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -4106604.500000 Penalty: 1020.625427
	Iteration 5F: 3 clusters Score -4106604 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -4108341.250000 Penalty: 1020.625427
	Iteration 6Q: 3 clusters Score -4108341 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4109112.000000 Penalty: 1020.625427
	Iteration 7Q: 3 clusters Score -4109112 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4109648.750000 Penalty: 1020.625427
	Iteration 8Q: 3 clusters Score -4109649 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4110052.500000 Penalty: 1020.625427
	Iteration 9Q: 3 clusters Score -4110052 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -4110442.000000 Penalty: 1020.625427
	Iteration 10Q: 3 clusters Score -4110442 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -4110771.000000 Penalty: 1020.625427
	Iteration 11Q: 3 clusters Score -4110771 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -4111030.250000 Penalty: 1020.625427
	Iteration 12Q: 3 clusters Score -4111030 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -4111276.500000 Penalty: 1020.625427
	Iteration 13Q: 3 clusters Score -4111276 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -4111500.750000 Penalty: 1020.625427
	Iteration 14Q: 3 clusters Score -4111501 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4111748.250000 Penalty: 1020.625427
	Iteration 15Q: 3 clusters Score -4111748 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -4111938.500000 Penalty: 1020.625427
	Iteration 16Q: 3 clusters Score -4111938 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4112145.750000 Penalty: 1020.625427
	Iteration 17Q: 3 clusters Score -4112146 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -4112330.000000 Penalty: 1020.625427
	Iteration 18Q: 3 clusters Score -4112330 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -4112515.000000 Penalty: 1020.625427
	Iteration 19Q: 3 clusters Score -4112515 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -4112661.500000 Penalty: 1020.625427
	Iteration 20F: 3 clusters Score -4112662 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4112819 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4112946 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4113045 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -4113155.500000 Penalty: 1020.625427
	Iteration 24Q: 3 clusters Score -4113156 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -4113237.750000 Penalty: 1020.625427
	Iteration 25Q: 3 clusters Score -4113238 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4113294 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4113345 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4113395 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4113439 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4113460 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4113482 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4113495.250000 Penalty: 1020.625427
	Iteration 32Q: 3 clusters Score -4113495 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4113526.750000 Penalty: 1020.625427
	Iteration 33Q: 3 clusters Score -4113527 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4113555 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4113587.500000 Penalty: 1020.625427
	Iteration 35Q: 3 clusters Score -4113588 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4113607.750000 Penalty: 1020.625427
	Iteration 36Q: 3 clusters Score -4113608 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55098 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4113649.250000 Penalty: 1020.625427
	Iteration 37Q: 3 clusters Score -4113649 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -4113668.750000 Penalty: 1020.625427
	Iteration 38Q: 3 clusters Score -4113669 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4113674.500000 Penalty: 1020.625427
	Iteration 39Q: 3 clusters Score -4113674 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4113693.750000 Penalty: 1020.625427
	Iteration 40F: 3 clusters Score -4113694 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -4113711.250000 Penalty: 1020.625427
	Iteration 41Q: 3 clusters Score -4113711 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4113729 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4113743 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4113771 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -4113804.750000 Penalty: 1020.625427
	Iteration 45Q: 3 clusters Score -4113805 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -4113814.500000 Penalty: 1020.625427
	Iteration 46Q: 3 clusters Score -4113814 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4113843.500000 Penalty: 1020.625427
	Iteration 47Q: 3 clusters Score -4113844 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4113866.500000 Penalty: 1020.625427
	Iteration 48Q: 3 clusters Score -4113866 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4113879.750000 Penalty: 1020.625427
	Iteration 49Q: 3 clusters Score -4113880 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57243 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4113894.750000 Penalty: 1020.625427
	Iteration 50Q: 3 clusters Score -4113895 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4113910.250000 Penalty: 1020.625427
	Iteration 51Q: 3 clusters Score -4113910 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -4113924.250000 Penalty: 1020.625427
	Iteration 52Q: 3 clusters Score -4113924 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4113929.250000 Penalty: 1020.625427
	Iteration 53Q: 3 clusters Score -4113929 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4113943 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4113961 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4113981 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4113999.250000 Penalty: 1020.625427
	Iteration 57Q: 3 clusters Score -4113999 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4114018.750000 Penalty: 1020.625427
	Iteration 58Q: 3 clusters Score -4114019 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -4114041.250000 Penalty: 1020.625427
	Iteration 59Q: 3 clusters Score -4114041 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4114042.750000 Penalty: 1020.625427
	Iteration 60F: 3 clusters Score -4114043 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4114067 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4114080.500000 Penalty: 1020.625427
	Iteration 62Q: 3 clusters Score -4114080 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4114100 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -4114114.500000 Penalty: 1020.625427
	Iteration 64Q: 3 clusters Score -4114114 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -4114117.000000 Penalty: 1020.625427
	Iteration 65Q: 3 clusters Score -4114117 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4114144.750000 Penalty: 1020.625427
	Iteration 66Q: 3 clusters Score -4114145 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -4114148.500000 Penalty: 1020.625427
	Iteration 67Q: 3 clusters Score -4114148 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -4114165.750000 Penalty: 1020.625427
	Iteration 68Q: 3 clusters Score -4114166 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -4114180.250000 Penalty: 1020.625427
	Iteration 69Q: 3 clusters Score -4114180 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4114198.750000 Penalty: 1020.625427
	Iteration 70Q: 3 clusters Score -4114199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60294 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -4114217.750000 Penalty: 1020.625427
	Iteration 71Q: 3 clusters Score -4114218 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -4114233.000000 Penalty: 1020.625427
	Iteration 72Q: 3 clusters Score -4114233 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4114240.000000 Penalty: 1020.625427
	Iteration 73Q: 3 clusters Score -4114240 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -4114263.000000 Penalty: 1020.625427
	Iteration 74Q: 3 clusters Score -4114263 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4114272.500000 Penalty: 1020.625427
	Iteration 75Q: 3 clusters Score -4114272 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -4114288.500000 Penalty: 1020.625427
	Iteration 76Q: 3 clusters Score -4114288 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4114308.000000 Penalty: 1020.625427
	Iteration 77Q: 3 clusters Score -4114308 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -4114321.750000 Penalty: 1020.625427
	Iteration 78Q: 3 clusters Score -4114322 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -4114336.750000 Penalty: 1020.625427
	Iteration 79Q: 3 clusters Score -4114337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -4114335.750000 Penalty: 1020.625427
	Iteration 80F: 3 clusters Score -4114336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -4114335.250000 Penalty: 1020.625427
	Iteration 81Q: 3 clusters Score -4114335 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4114337.750000 Penalty: 1020.625427
	Iteration 82Q: 3 clusters Score -4114338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -4114348.250000 Penalty: 1020.625427
	Iteration 83Q: 3 clusters Score -4114348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61647 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4114361.250000 Penalty: 1020.625427
	Iteration 84Q: 3 clusters Score -4114361 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4114370.250000 Penalty: 1020.625427
	Iteration 85Q: 3 clusters Score -4114370 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -4114387.250000 Penalty: 1020.625427
	Iteration 86Q: 3 clusters Score -4114387 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4114406.250000 Penalty: 1020.625427
	Iteration 87Q: 3 clusters Score -4114406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4114412.250000 Penalty: 1020.625427
	Iteration 88Q: 3 clusters Score -4114412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62030 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -4114412.750000 Penalty: 1020.625427
	Iteration 89Q: 3 clusters Score -4114413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -4114416.750000 Penalty: 1020.625427
	Iteration 90Q: 3 clusters Score -4114417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -4114415.750000 Penalty: 1020.625427
	Iteration 91Q: 3 clusters Score -4114416 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -4114424.250000 Penalty: 1020.625427
	Iteration 92Q: 3 clusters Score -4114424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4114437.250000 Penalty: 1020.625427
	Iteration 93Q: 3 clusters Score -4114437 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -4114441.250000 Penalty: 1020.625427
	Iteration 94Q: 3 clusters Score -4114441 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4114441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -4114440.750000 Penalty: 1020.625427
	Iteration 96Q: 3 clusters Score -4114441 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -4114443.500000 Penalty: 1020.625427
	Iteration 97Q: 3 clusters Score -4114444 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4114442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -4114450.250000 Penalty: 1020.625427
	Iteration 99Q: 3 clusters Score -4114450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -4114451.500000 Penalty: 1020.625427
	Iteration 100F: 3 clusters Score -4114452 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62766 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -4114470.250000 Penalty: 1020.625427
	Iteration 101Q: 3 clusters Score -4114470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4114470 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62853 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4114470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4114473 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62917 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4114469 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4114474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -4114478.250000 Penalty: 1020.625427
	Iteration 107Q: 3 clusters Score -4114478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4114484.000000 Penalty: 1020.625427
	Iteration 108Q: 3 clusters Score -4114484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -4114489.500000 Penalty: 1020.625427
	Iteration 109Q: 3 clusters Score -4114490 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -4114492.500000 Penalty: 1020.625427
	Iteration 110Q: 3 clusters Score -4114492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -4114487.500000 Penalty: 1020.625427
	Iteration 111Q: 3 clusters Score -4114488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4114492 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63127 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63150 members 
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Mstep: Class 1 contains 63179 members 
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	Iteration 115Q: 3 clusters Score -4114492 nChanged 24
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Mstep: Class 1 contains 63203 members 
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Mstep: Class 1 contains 63231 members 
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	Iteration 117Q: 3 clusters Score -4114495 nChanged 22
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Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 11032 members 
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Mstep: Class 1 contains 63288 members 
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	Iteration 120F: 3 clusters Score -4114513 nChanged 50
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Mstep: Class 1 contains 63389 members 
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Mstep: Class 1 contains 63441 members 
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Mstep: Class 1 contains 63486 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63664 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63720 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4114548 nChanged 65
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Entering Unmasked Estep 
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Mstep: Class 1 contains 64123 members 
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Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 10069 members 
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	Iteration 135Q: 3 clusters Score -4114537 nChanged 118
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Mstep: Class 1 contains 64334 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66267 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 66422 members 
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Mstep: Class 1 contains 66613 members 
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Mstep: Class 1 contains 66801 members 
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Mstep: Class 1 contains 66981 members 
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Mstep: Class 1 contains 67149 members 
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Mstep: Class 1 contains 67290 members 
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Mstep: Class 1 contains 67452 members 
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	Iteration 160F: 3 clusters Score -4114894 nChanged 128
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Mstep: Class 1 contains 67580 members 
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	Iteration 161Q: 3 clusters Score -4114916 nChanged 122
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	Iteration 162Q: 3 clusters Score -4114926 nChanged 131
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	Iteration 163Q: 3 clusters Score -4114928 nChanged 138
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	Iteration 164Q: 3 clusters Score -4114944 nChanged 144
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Mstep: Class 1 contains 68546 members 
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Mstep: Class 1 contains 68873 members 
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Mstep: Class 1 contains 69075 members 
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Mstep: Class 1 contains 69300 members 
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	Iteration 174Q: 3 clusters Score -4115241 nChanged 248
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Mstep: Class 1 contains 70036 members 
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	Iteration 175Q: 3 clusters Score -4115318 nChanged 254
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Mstep: Class 1 contains 70290 members 
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	Iteration 177Q: 3 clusters Score -4115403 nChanged 247
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Mstep: Class 1 contains 70779 members 
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	Iteration 178Q: 3 clusters Score -4115468 nChanged 227
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Mstep: Class 1 contains 71006 members 
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	Iteration 179Q: 3 clusters Score -4115524 nChanged 197
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Mstep: Class 1 contains 71203 members 
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	Iteration 180F: 3 clusters Score -4115568 nChanged 183
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Mstep: Class 1 contains 71386 members 
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	Iteration 181Q: 3 clusters Score -4115595 nChanged 185
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	Iteration 182Q: 3 clusters Score -4115648 nChanged 171
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	Iteration 183Q: 3 clusters Score -4115679 nChanged 160
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Mstep: Class 1 contains 71902 members 
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	Iteration 184Q: 3 clusters Score -4115722 nChanged 184
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Mstep: Class 1 contains 72086 members 
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Mstep: Class 1 contains 72266 members 
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	Iteration 189Q: 3 clusters Score -4115976 nChanged 113
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	Iteration 190Q: 3 clusters Score -4116009 nChanged 86
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Mstep: Class 2 contains 1296 members 
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	Iteration 192Q: 3 clusters Score -4116037 nChanged 61
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Mstep: Class 1 contains 73050 members 
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	Iteration 193Q: 3 clusters Score -4116048 nChanged 43
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Mstep: Class 1 contains 73093 members 
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	Iteration 194Q: 3 clusters Score -4116060 nChanged 46
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Mstep: Class 1 contains 73135 members 
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Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 1118 members 
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	Iteration 196Q: 3 clusters Score -4116073 nChanged 39
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	Iteration 197Q: 3 clusters Score -4116077 nChanged 43
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Mstep: Class 1 contains 73239 members 
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	Iteration 198Q: 3 clusters Score -4116080 nChanged 37
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Mstep: Class 2 contains 1011 members 
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	Iteration 199Q: 3 clusters Score -4116090 nChanged 35
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Mstep: Class 1 contains 73307 members 
Mstep: Class 2 contains 978 members 
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	Iteration 200F: 3 clusters Score -4116096 nChanged 33
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Mstep: Class 1 contains 73336 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4116102 nChanged 31
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Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4116105 nChanged 36
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Mstep: Class 1 contains 73395 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4116114 nChanged 40
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Mstep: Class 1 contains 73421 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4116118 nChanged 28
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Mstep: Class 1 contains 73447 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4116123.750000 Penalty: 1020.625427
	Iteration 205Q: 3 clusters Score -4116124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4116124.500000 Penalty: 1020.625427
	Iteration 206Q: 3 clusters Score -4116124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73494 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4116131.000000 Penalty: 1020.625427
	Iteration 207Q: 3 clusters Score -4116131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4116131.750000 Penalty: 1020.625427
	Iteration 208Q: 3 clusters Score -4116132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4116133.500000 Penalty: 1020.625427
	Iteration 209Q: 3 clusters Score -4116134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73550 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4116139.750000 Penalty: 1020.625427
	Iteration 210Q: 3 clusters Score -4116140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4116145.750000 Penalty: 1020.625427
	Iteration 211Q: 3 clusters Score -4116146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4116144.750000 Penalty: 1020.625427
	Iteration 212Q: 3 clusters Score -4116145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4116150.750000 Penalty: 1020.625427
	Iteration 213Q: 3 clusters Score -4116151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4116149.500000 Penalty: 1020.625427
	Iteration 214Q: 3 clusters Score -4116150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4116147.750000 Penalty: 1020.625427
	Iteration 215Q: 3 clusters Score -4116148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4116148.500000 Penalty: 1020.625427
	Iteration 216Q: 3 clusters Score -4116148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4116157.500000 Penalty: 1020.625427
	Iteration 217Q: 3 clusters Score -4116158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4116160.500000 Penalty: 1020.625427
	Iteration 218Q: 3 clusters Score -4116160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4116163.750000 Penalty: 1020.625427
	Iteration 219Q: 3 clusters Score -4116164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73690 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4116167.750000 Penalty: 1020.625427
	Iteration 220F: 3 clusters Score -4116168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4116172.000000 Penalty: 1020.625427
	Iteration 221Q: 3 clusters Score -4116172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4116168.250000 Penalty: 1020.625427
	Iteration 222Q: 3 clusters Score -4116168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4116169.250000 Penalty: 1020.625427
	Iteration 223Q: 3 clusters Score -4116169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4116171.500000 Penalty: 1020.625427
	Iteration 224Q: 3 clusters Score -4116172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4116174.000000 Penalty: 1020.625427
	Iteration 225Q: 3 clusters Score -4116174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4116175.750000 Penalty: 1020.625427
	Iteration 226Q: 3 clusters Score -4116176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4116181.250000 Penalty: 1020.625427
	Iteration 227Q: 3 clusters Score -4116181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4116181.250000 Penalty: 1020.625427
	Iteration 228Q: 3 clusters Score -4116181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73761 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4116181.500000 Penalty: 1020.625427
	Iteration 229Q: 3 clusters Score -4116182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4116185.000000 Penalty: 1020.625427
	Iteration 230Q: 3 clusters Score -4116185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4116189.000000 Penalty: 1020.625427
	Iteration 231Q: 3 clusters Score -4116189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73781 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4116192.750000 Penalty: 1020.625427
	Iteration 232Q: 3 clusters Score -4116193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73788 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4116193.250000 Penalty: 1020.625427
	Iteration 233Q: 3 clusters Score -4116193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4116194.750000 Penalty: 1020.625427
	Iteration 234Q: 3 clusters Score -4116195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4116197.500000 Penalty: 1020.625427
	Iteration 235Q: 3 clusters Score -4116198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73799 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4116199.500000 Penalty: 1020.625427
	Iteration 236Q: 3 clusters Score -4116200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4116201.750000 Penalty: 1020.625427
	Iteration 237Q: 3 clusters Score -4116202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4116202.250000 Penalty: 1020.625427
	Iteration 238Q: 3 clusters Score -4116202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73807 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4116203.000000 Penalty: 1020.625427
	Iteration 239Q: 3 clusters Score -4116203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73807 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4116203.000000 Penalty: 1020.625427
	Iteration 240F: 3 clusters Score -4116203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Entering Unmasked Estep 
Score: -913435.000000 Penalty: 444.405396
	Iteration 0F: 2 clusters Score -913435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -901876.187500 Penalty: 888.810791
	Iteration 0F: 3 clusters Score -901876.2 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -906821.062500 Penalty: 888.810791
	Iteration 1F: 3 clusters Score -906821.1 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -907418.062500 Penalty: 888.810791
	Iteration 2F: 3 clusters Score -907418.1 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -908417.562500 Penalty: 888.810791
	Iteration 3F: 3 clusters Score -908417.6 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -909749.000000 Penalty: 888.810791
	Iteration 4F: 3 clusters Score -909749 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -910998.000000 Penalty: 888.810791
	Iteration 5F: 3 clusters Score -910998 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -911829.500000 Penalty: 888.810791
	Iteration 6Q: 3 clusters Score -911829.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -912281.312500 Penalty: 888.810791
	Iteration 7Q: 3 clusters Score -912281.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -912504.375000 Penalty: 888.810791
	Iteration 8Q: 3 clusters Score -912504.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -912626.750000 Penalty: 888.810791
	Iteration 9Q: 3 clusters Score -912626.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -912733.875000 Penalty: 888.810791
	Iteration 10Q: 3 clusters Score -912733.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -912811.562500 Penalty: 888.810791
	Iteration 11Q: 3 clusters Score -912811.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -912860.187500 Penalty: 888.810791
	Iteration 12Q: 3 clusters Score -912860.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -912891.875000 Penalty: 888.810791
	Iteration 13Q: 3 clusters Score -912891.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -912914.812500 Penalty: 888.810791
	Iteration 14Q: 3 clusters Score -912914.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -912937.062500 Penalty: 888.810791
	Iteration 15Q: 3 clusters Score -912937.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -912952.687500 Penalty: 888.810791
	Iteration 16Q: 3 clusters Score -912952.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -912965.250000 Penalty: 888.810791
	Iteration 17Q: 3 clusters Score -912965.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -912978.687500 Penalty: 888.810791
	Iteration 18Q: 3 clusters Score -912978.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -912993.375000 Penalty: 888.810791
	Iteration 19Q: 3 clusters Score -912993.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -913006.375000 Penalty: 888.810791
	Iteration 20F: 3 clusters Score -913006.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -913016.375000 Penalty: 888.810791
	Iteration 21Q: 3 clusters Score -913016.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -913025.250000 Penalty: 888.810791
	Iteration 22Q: 3 clusters Score -913025.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -913027.250000 Penalty: 888.810791
	Iteration 23Q: 3 clusters Score -913027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -913029.250000 Penalty: 888.810791
	Iteration 24Q: 3 clusters Score -913029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -913029.625000 Penalty: 888.810791
	Iteration 25Q: 3 clusters Score -913029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -913031.562500 Penalty: 888.810791
	Iteration 26Q: 3 clusters Score -913031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -913031.562500 Penalty: 888.810791
	Iteration 27Q: 3 clusters Score -913031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -913031.875000 Penalty: 888.810791
	Iteration 28Q: 3 clusters Score -913031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -913033.125000 Penalty: 888.810791
	Iteration 29Q: 3 clusters Score -913033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -913033.312500 Penalty: 888.810791
	Iteration 30Q: 3 clusters Score -913033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -913034.125000 Penalty: 888.810791
	Iteration 31Q: 3 clusters Score -913034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -913036.687500 Penalty: 888.810791
	Iteration 32Q: 3 clusters Score -913036.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -913038.875000 Penalty: 888.810791
	Iteration 33Q: 3 clusters Score -913038.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -913041.062500 Penalty: 888.810791
	Iteration 34Q: 3 clusters Score -913041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -913042.062500 Penalty: 888.810791
	Iteration 35Q: 3 clusters Score -913042.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -913044.875000 Penalty: 888.810791
	Iteration 36Q: 3 clusters Score -913044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -913044.937500 Penalty: 888.810791
	Iteration 37Q: 3 clusters Score -913044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -913047.125000 Penalty: 888.810791
	Iteration 38Q: 3 clusters Score -913047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -913051.312500 Penalty: 888.810791
	Iteration 39Q: 3 clusters Score -913051.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -913056.625000 Penalty: 888.810791
	Iteration 40F: 3 clusters Score -913056.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -913065.687500 Penalty: 888.810791
	Iteration 41Q: 3 clusters Score -913065.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -913071.875000 Penalty: 888.810791
	Iteration 42Q: 3 clusters Score -913071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -913072.500000 Penalty: 888.810791
	Iteration 43Q: 3 clusters Score -913072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -913075.062500 Penalty: 888.810791
	Iteration 44Q: 3 clusters Score -913075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -913077.562500 Penalty: 888.810791
	Iteration 45Q: 3 clusters Score -913077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -913079.500000 Penalty: 888.810791
	Iteration 46Q: 3 clusters Score -913079.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -913079.687500 Penalty: 888.810791
	Iteration 47Q: 3 clusters Score -913079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -913079.687500 Penalty: 888.810791
	Iteration 48F: 3 clusters Score -913079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Entering Unmasked Estep 
Score: -3803404.250000 Penalty: 507.621094
	Iteration 0F: 2 clusters Score -3803404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -3756158.250000 Penalty: 1015.242188
	Iteration 0F: 3 clusters Score -3756158 nChanged 34139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3778957.000000 Penalty: 1015.242188
	Iteration 1F: 3 clusters Score -3778957 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3782580.750000 Penalty: 1015.242188
	Iteration 2F: 3 clusters Score -3782581 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3788515.000000 Penalty: 1015.242188
	Iteration 3F: 3 clusters Score -3788515 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3794921.500000 Penalty: 1015.242188
	Iteration 4F: 3 clusters Score -3794922 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3799532.250000 Penalty: 1015.242188
	Iteration 5F: 3 clusters Score -3799532 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3801707.000000 Penalty: 1015.242188
	Iteration 6Q: 3 clusters Score -3801707 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3802555.000000 Penalty: 1015.242188
	Iteration 7Q: 3 clusters Score -3802555 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3802812.250000 Penalty: 1015.242188
	Iteration 8Q: 3 clusters Score -3802812 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3802899.250000 Penalty: 1015.242188
	Iteration 9Q: 3 clusters Score -3802899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3802953.250000 Penalty: 1015.242188
	Iteration 10Q: 3 clusters Score -3802953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3802983.500000 Penalty: 1015.242188
	Iteration 11Q: 3 clusters Score -3802984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -3802999.750000 Penalty: 1015.242188
	Iteration 12Q: 3 clusters Score -3803000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3803009.750000 Penalty: 1015.242188
	Iteration 13Q: 3 clusters Score -3803010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -3803015.750000 Penalty: 1015.242188
	Iteration 14Q: 3 clusters Score -3803016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69911 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -3803016.750000 Penalty: 1015.242188
	Iteration 15Q: 3 clusters Score -3803017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -3803027.750000 Penalty: 1015.242188
	Iteration 16Q: 3 clusters Score -3803028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -3803025.750000 Penalty: 1015.242188
	Iteration 17Q: 3 clusters Score -3803026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -3803028.500000 Penalty: 1015.242188
	Iteration 18Q: 3 clusters Score -3803028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -3803028.500000 Penalty: 1015.242188
	Iteration 19F: 3 clusters Score -3803028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Entering Unmasked Estep 
Score: -965138.687500 Penalty: 446.819763
	Iteration 0F: 2 clusters Score -965138.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -952812.687500 Penalty: 893.639526
	Iteration 0F: 3 clusters Score -952812.7 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -958084.937500 Penalty: 893.639526
	Iteration 1F: 3 clusters Score -958084.9 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -958506.312500 Penalty: 893.639526
	Iteration 2F: 3 clusters Score -958506.3 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -959107.500000 Penalty: 893.639526
	Iteration 3F: 3 clusters Score -959107.5 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -960041.750000 Penalty: 893.639526
	Iteration 4F: 3 clusters Score -960041.8 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -961298.250000 Penalty: 893.639526
	Iteration 5F: 3 clusters Score -961298.2 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -962498.875000 Penalty: 893.639526
	Iteration 6F: 3 clusters Score -962498.9 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -963349.187500 Penalty: 893.639526
	Iteration 7Q: 3 clusters Score -963349.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -963830.750000 Penalty: 893.639526
	Iteration 8Q: 3 clusters Score -963830.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -964116.875000 Penalty: 893.639526
	Iteration 9Q: 3 clusters Score -964116.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -964295.937500 Penalty: 893.639526
	Iteration 10Q: 3 clusters Score -964295.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -964425.187500 Penalty: 893.639526
	Iteration 11Q: 3 clusters Score -964425.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -964531.062500 Penalty: 893.639526
	Iteration 12Q: 3 clusters Score -964531.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -964610.125000 Penalty: 893.639526
	Iteration 13Q: 3 clusters Score -964610.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -964655.312500 Penalty: 893.639526
	Iteration 14Q: 3 clusters Score -964655.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -964686.875000 Penalty: 893.639526
	Iteration 15Q: 3 clusters Score -964686.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -964711.375000 Penalty: 893.639526
	Iteration 16Q: 3 clusters Score -964711.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -964720.000000 Penalty: 893.639526
	Iteration 17Q: 3 clusters Score -964720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -964730.375000 Penalty: 893.639526
	Iteration 18Q: 3 clusters Score -964730.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -964737.500000 Penalty: 893.639526
	Iteration 19Q: 3 clusters Score -964737.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -964745.250000 Penalty: 893.639526
	Iteration 20F: 3 clusters Score -964745.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -964750.875000 Penalty: 893.639526
	Iteration 21Q: 3 clusters Score -964750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -964752.875000 Penalty: 893.639526
	Iteration 22Q: 3 clusters Score -964752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -964755.687500 Penalty: 893.639526
	Iteration 23Q: 3 clusters Score -964755.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -964759.375000 Penalty: 893.639526
	Iteration 24Q: 3 clusters Score -964759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -964760.125000 Penalty: 893.639526
	Iteration 25Q: 3 clusters Score -964760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -964759.937500 Penalty: 893.639526
	Iteration 26Q: 3 clusters Score -964759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -964763.000000 Penalty: 893.639526
	Iteration 27Q: 3 clusters Score -964763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -964763.437500 Penalty: 893.639526
	Iteration 28Q: 3 clusters Score -964763.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -964764.375000 Penalty: 893.639526
	Iteration 29Q: 3 clusters Score -964764.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -964764.375000 Penalty: 893.639526
	Iteration 30F: 3 clusters Score -964764.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Entering Unmasked Estep 
Score: -4427036.500000 Penalty: 515.804138
	Iteration 0F: 2 clusters Score -4427036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -4370877.000000 Penalty: 1031.608276
	Iteration 0F: 3 clusters Score -4370877 nChanged 40862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -4396056.500000 Penalty: 1031.608276
	Iteration 1F: 3 clusters Score -4396056 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -4397635.500000 Penalty: 1031.608276
	Iteration 2Q: 3 clusters Score -4397636 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4400256.500000 Penalty: 1031.608276
	Iteration 3F: 3 clusters Score -4400256 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -4404523.500000 Penalty: 1031.608276
	Iteration 4F: 3 clusters Score -4404524 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -4409900.500000 Penalty: 1031.608276
	Iteration 5F: 3 clusters Score -4409900 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -4414090.000000 Penalty: 1031.608276
	Iteration 6F: 3 clusters Score -4414090 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -4415932.000000 Penalty: 1031.608276
	Iteration 7Q: 3 clusters Score -4415932 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4416778.000000 Penalty: 1031.608276
	Iteration 8Q: 3 clusters Score -4416778 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -4417441.500000 Penalty: 1031.608276
	Iteration 9Q: 3 clusters Score -4417442 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65585 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -4418113.000000 Penalty: 1031.608276
	Iteration 10Q: 3 clusters Score -4418113 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -4418796.500000 Penalty: 1031.608276
	Iteration 11Q: 3 clusters Score -4418796 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68663 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -4419523.000000 Penalty: 1031.608276
	Iteration 12Q: 3 clusters Score -4419523 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70198 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -4420267.000000 Penalty: 1031.608276
	Iteration 13Q: 3 clusters Score -4420267 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -4420935.500000 Penalty: 1031.608276
	Iteration 14Q: 3 clusters Score -4420936 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -4421645.500000 Penalty: 1031.608276
	Iteration 15Q: 3 clusters Score -4421646 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74566 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -4422435.000000 Penalty: 1031.608276
	Iteration 16Q: 3 clusters Score -4422435 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -4423131.500000 Penalty: 1031.608276
	Iteration 17Q: 3 clusters Score -4423132 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -4423779.000000 Penalty: 1031.608276
	Iteration 18Q: 3 clusters Score -4423779 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78399 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -4424381.500000 Penalty: 1031.608276
	Iteration 19Q: 3 clusters Score -4424382 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -4424916.000000 Penalty: 1031.608276
	Iteration 20F: 3 clusters Score -4424916 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4425337.000000 Penalty: 1031.608276
	Iteration 21Q: 3 clusters Score -4425337 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4425665.000000 Penalty: 1031.608276
	Iteration 22Q: 3 clusters Score -4425665 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4425898.000000 Penalty: 1031.608276
	Iteration 23Q: 3 clusters Score -4425898 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4426091.500000 Penalty: 1031.608276
	Iteration 24Q: 3 clusters Score -4426092 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4426242.000000 Penalty: 1031.608276
	Iteration 25Q: 3 clusters Score -4426242 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82672 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4426357.000000 Penalty: 1031.608276
	Iteration 26Q: 3 clusters Score -4426357 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4426442.000000 Penalty: 1031.608276
	Iteration 27Q: 3 clusters Score -4426442 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4426492.500000 Penalty: 1031.608276
	Iteration 28Q: 3 clusters Score -4426492 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4426545.500000 Penalty: 1031.608276
	Iteration 29Q: 3 clusters Score -4426546 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4426584.500000 Penalty: 1031.608276
	Iteration 30Q: 3 clusters Score -4426584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83359 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4426608.500000 Penalty: 1031.608276
	Iteration 31Q: 3 clusters Score -4426608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4426624.000000 Penalty: 1031.608276
	Iteration 32Q: 3 clusters Score -4426624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4426634.000000 Penalty: 1031.608276
	Iteration 33Q: 3 clusters Score -4426634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4426645.000000 Penalty: 1031.608276
	Iteration 34Q: 3 clusters Score -4426645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83482 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4426653.000000 Penalty: 1031.608276
	Iteration 35Q: 3 clusters Score -4426653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4426652.000000 Penalty: 1031.608276
	Iteration 36Q: 3 clusters Score -4426652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4426651.000000 Penalty: 1031.608276
	Iteration 37Q: 3 clusters Score -4426651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4426651.000000 Penalty: 1031.608276
	Iteration 38Q: 3 clusters Score -4426651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4426651.000000 Penalty: 1031.608276
	Iteration 39Q: 3 clusters Score -4426651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4426653.500000 Penalty: 1031.608276
	Iteration 40F: 3 clusters Score -4426654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4426659.000000 Penalty: 1031.608276
	Iteration 41Q: 3 clusters Score -4426659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4426660.500000 Penalty: 1031.608276
	Iteration 42Q: 3 clusters Score -4426660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4426665.000000 Penalty: 1031.608276
	Iteration 43Q: 3 clusters Score -4426665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4426671.500000 Penalty: 1031.608276
	Iteration 44Q: 3 clusters Score -4426672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4426670.000000 Penalty: 1031.608276
	Iteration 45Q: 3 clusters Score -4426670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4426675.000000 Penalty: 1031.608276
	Iteration 46Q: 3 clusters Score -4426675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83557 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4426678.500000 Penalty: 1031.608276
	Iteration 47Q: 3 clusters Score -4426678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83567 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4426690.000000 Penalty: 1031.608276
	Iteration 48Q: 3 clusters Score -4426690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83574 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4426690.500000 Penalty: 1031.608276
	Iteration 49Q: 3 clusters Score -4426690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4426688.500000 Penalty: 1031.608276
	Iteration 50Q: 3 clusters Score -4426688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83580 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4426691.000000 Penalty: 1031.608276
	Iteration 51Q: 3 clusters Score -4426691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83580 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4426691.000000 Penalty: 1031.608276
	Iteration 52F: 3 clusters Score -4426691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -129788.882812 Penalty: 355.389496
	Iteration 0F: 2 clusters Score -129788.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -128028.492188 Penalty: 710.778992
	Iteration 0F: 3 clusters Score -128028.5 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -128684.421875 Penalty: 710.778992
	Iteration 1F: 3 clusters Score -128684.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -128802.070312 Penalty: 710.778992
	Iteration 2F: 3 clusters Score -128802.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -128907.750000 Penalty: 710.778992
	Iteration 3F: 3 clusters Score -128907.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -129022.367188 Penalty: 710.778992
	Iteration 4F: 3 clusters Score -129022.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -129110.203125 Penalty: 710.778992
	Iteration 5F: 3 clusters Score -129110.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -129166.914062 Penalty: 710.778992
	Iteration 6Q: 3 clusters Score -129166.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -129202.039062 Penalty: 710.778992
	Iteration 7Q: 3 clusters Score -129202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -129234.148438 Penalty: 710.778992
	Iteration 8Q: 3 clusters Score -129234.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -129263.632812 Penalty: 710.778992
	Iteration 9Q: 3 clusters Score -129263.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -129289.921875 Penalty: 710.778992
	Iteration 10Q: 3 clusters Score -129289.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -129311.109375 Penalty: 710.778992
	Iteration 11Q: 3 clusters Score -129311.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -129326.960938 Penalty: 710.778992
	Iteration 12Q: 3 clusters Score -129327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -129339.492188 Penalty: 710.778992
	Iteration 13Q: 3 clusters Score -129339.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -129352.445312 Penalty: 710.778992
	Iteration 14Q: 3 clusters Score -129352.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -129363.195312 Penalty: 710.778992
	Iteration 15Q: 3 clusters Score -129363.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -129370.875000 Penalty: 710.778992
	Iteration 16Q: 3 clusters Score -129370.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -129378.539062 Penalty: 710.778992
	Iteration 17Q: 3 clusters Score -129378.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -129382.390625 Penalty: 710.778992
	Iteration 18Q: 3 clusters Score -129382.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -129388.992188 Penalty: 710.778992
	Iteration 19Q: 3 clusters Score -129389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -129395.367188 Penalty: 710.778992
	Iteration 20F: 3 clusters Score -129395.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -129402.953125 Penalty: 710.778992
	Iteration 21Q: 3 clusters Score -129403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -129411.640625 Penalty: 710.778992
	Iteration 22Q: 3 clusters Score -129411.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -129417.625000 Penalty: 710.778992
	Iteration 23Q: 3 clusters Score -129417.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -129422.484375 Penalty: 710.778992
	Iteration 24Q: 3 clusters Score -129422.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -129427.554688 Penalty: 710.778992
	Iteration 25Q: 3 clusters Score -129427.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -129441.929688 Penalty: 710.778992
	Iteration 26Q: 3 clusters Score -129441.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -129456.343750 Penalty: 710.778992
	Iteration 27Q: 3 clusters Score -129456.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -129465.929688 Penalty: 710.778992
	Iteration 28Q: 3 clusters Score -129465.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -129476.414062 Penalty: 710.778992
	Iteration 29Q: 3 clusters Score -129476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -129478.804688 Penalty: 710.778992
	Iteration 30Q: 3 clusters Score -129478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -129479.484375 Penalty: 710.778992
	Iteration 31Q: 3 clusters Score -129479.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -129479.484375 Penalty: 710.778992
	Iteration 32F: 3 clusters Score -129479.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Entering Unmasked Estep 
Score: -844734.687500 Penalty: 439.370758
	Iteration 0F: 2 clusters Score -844734.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -834353.875000 Penalty: 878.741516
	Iteration 0F: 3 clusters Score -834353.9 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -838839.375000 Penalty: 878.741516
	Iteration 1F: 3 clusters Score -838839.4 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -839474.875000 Penalty: 878.741516
	Iteration 2F: 3 clusters Score -839474.9 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -840422.187500 Penalty: 878.741516
	Iteration 3F: 3 clusters Score -840422.2 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -841613.937500 Penalty: 878.741516
	Iteration 4F: 3 clusters Score -841613.9 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -842788.125000 Penalty: 878.741516
	Iteration 5F: 3 clusters Score -842788.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -843674.250000 Penalty: 878.741516
	Iteration 6F: 3 clusters Score -843674.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -844077.750000 Penalty: 878.741516
	Iteration 7Q: 3 clusters Score -844077.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -844244.687500 Penalty: 878.741516
	Iteration 8Q: 3 clusters Score -844244.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -844304.750000 Penalty: 878.741516
	Iteration 9Q: 3 clusters Score -844304.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -844350.437500 Penalty: 878.741516
	Iteration 10Q: 3 clusters Score -844350.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -844389.250000 Penalty: 878.741516
	Iteration 11Q: 3 clusters Score -844389.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -844406.250000 Penalty: 878.741516
	Iteration 12Q: 3 clusters Score -844406.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -844412.812500 Penalty: 878.741516
	Iteration 13Q: 3 clusters Score -844412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -844418.187500 Penalty: 878.741516
	Iteration 14Q: 3 clusters Score -844418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -844422.312500 Penalty: 878.741516
	Iteration 15Q: 3 clusters Score -844422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -844422.937500 Penalty: 878.741516
	Iteration 16Q: 3 clusters Score -844422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -844424.000000 Penalty: 878.741516
	Iteration 17Q: 3 clusters Score -844424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -844424.000000 Penalty: 878.741516
	Iteration 18F: 3 clusters Score -844424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (74289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Entering Unmasked Estep 
Score: -3999009.750000 Penalty: 510.315186
	Iteration 0F: 2 clusters Score -3999010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -3948896.250000 Penalty: 1020.630371
	Iteration 0F: 3 clusters Score -3948896 nChanged 36115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -3970343.750000 Penalty: 1020.630371
	Iteration 1F: 3 clusters Score -3970344 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -3971159.000000 Penalty: 1020.630371
	Iteration 2Q: 3 clusters Score -3971159 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3972736.500000 Penalty: 1020.630371
	Iteration 3Q: 3 clusters Score -3972736 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3975894.000000 Penalty: 1020.630371
	Iteration 4F: 3 clusters Score -3975894 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3981596.250000 Penalty: 1020.630371
	Iteration 5F: 3 clusters Score -3981596 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3989211.250000 Penalty: 1020.630371
	Iteration 6F: 3 clusters Score -3989211 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3995393.500000 Penalty: 1020.630371
	Iteration 7F: 3 clusters Score -3995394 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3997898.250000 Penalty: 1020.630371
	Iteration 8Q: 3 clusters Score -3997898 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -3998434.250000 Penalty: 1020.630371
	Iteration 9Q: 3 clusters Score -3998434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3998527.500000 Penalty: 1020.630371
	Iteration 10Q: 3 clusters Score -3998528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -3998550.500000 Penalty: 1020.630371
	Iteration 11Q: 3 clusters Score -3998550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3998554.250000 Penalty: 1020.630371
	Iteration 12Q: 3 clusters Score -3998554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3998556.000000 Penalty: 1020.630371
	Iteration 13Q: 3 clusters Score -3998556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -3998556.000000 Penalty: 1020.630371
	Iteration 14F: 3 clusters Score -3998556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (76273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76273 members 
Entering Unmasked Estep 
Score: -4229252.500000 Penalty: 511.514374
	Iteration 0F: 2 clusters Score -4229252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4177638.750000 Penalty: 1023.028748
	Iteration 0F: 3 clusters Score -4177639 nChanged 37277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4200404.500000 Penalty: 1023.028748
	Iteration 1F: 3 clusters Score -4200404 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4201249.000000 Penalty: 1023.028748
	Iteration 2Q: 3 clusters Score -4201249 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -4202557.500000 Penalty: 1023.028748
	Iteration 3Q: 3 clusters Score -4202558 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4204837.000000 Penalty: 1023.028748
	Iteration 4F: 3 clusters Score -4204837 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4208799.000000 Penalty: 1023.028748
	Iteration 5F: 3 clusters Score -4208799 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -4214082.500000 Penalty: 1023.028748
	Iteration 6F: 3 clusters Score -4214082 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4218325.500000 Penalty: 1023.028748
	Iteration 7F: 3 clusters Score -4218326 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -4220626.500000 Penalty: 1023.028748
	Iteration 8Q: 3 clusters Score -4220626 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -4222233.000000 Penalty: 1023.028748
	Iteration 9Q: 3 clusters Score -4222233 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4223580.000000 Penalty: 1023.028748
	Iteration 10Q: 3 clusters Score -4223580 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -4224585.000000 Penalty: 1023.028748
	Iteration 11Q: 3 clusters Score -4224585 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -4225282.000000 Penalty: 1023.028748
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4225725 nChanged 917
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4225988 nChanged 683
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Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4226136 nChanged 511
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Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4226193 nChanged 392
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Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4226242 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4226238 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4226266 nChanged 237
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Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4226271 nChanged 238
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Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4226282 nChanged 234
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Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4226279 nChanged 198
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Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4226280 nChanged 183
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Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4226276 nChanged 148
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Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4226279 nChanged 160
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Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4226311 nChanged 139
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Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4226316 nChanged 126
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Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4226321 nChanged 125
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Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4226306 nChanged 91
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Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4226298 nChanged 95
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Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4226288 nChanged 88
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Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4226294 nChanged 82
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Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4226287 nChanged 87
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Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4226283 nChanged 93
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Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4226284 nChanged 110
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Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -4226281.500000 Penalty: 1023.028748
	Iteration 37Q: 3 clusters Score -4226282 nChanged 108
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Mstep: Class 1 contains 39600 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4226268 nChanged 110
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39141 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39043 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4226274 nChanged 115
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Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38810 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4226264 nChanged 111
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Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38598 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38516 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4226270 nChanged 72
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Mstep: Class 1 contains 38444 members 
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	Iteration 49Q: 3 clusters Score -4226264 nChanged 67
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Mstep: Class 1 contains 38377 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4226262 nChanged 50
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Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4226270 nChanged 54
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Mstep: Class 1 contains 38273 members 
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	Iteration 52Q: 3 clusters Score -4226257 nChanged 56
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4226250 nChanged 65
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	Iteration 55Q: 3 clusters Score -4226258 nChanged 62
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	Iteration 57Q: 3 clusters Score -4226255 nChanged 51
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Mstep: Class 1 contains 37920 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4226260 nChanged 68
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	Iteration 59Q: 3 clusters Score -4226270 nChanged 96
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4226276 nChanged 104
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	Iteration 61Q: 3 clusters Score -4226274 nChanged 88
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	Iteration 62Q: 3 clusters Score -4226264 nChanged 106
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	Iteration 63Q: 3 clusters Score -4226265 nChanged 108
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	Iteration 64Q: 3 clusters Score -4226260 nChanged 113
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	Iteration 67Q: 3 clusters Score -4226242 nChanged 110
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	Iteration 68Q: 3 clusters Score -4226248 nChanged 116
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	Iteration 74Q: 3 clusters Score -4226244 nChanged 104
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	Iteration 75Q: 3 clusters Score -4226254 nChanged 109
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	Iteration 77Q: 3 clusters Score -4226232 nChanged 110
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	Iteration 78Q: 3 clusters Score -4226234 nChanged 120
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	Iteration 79Q: 3 clusters Score -4226228 nChanged 113
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	Iteration 80F: 3 clusters Score -4226236 nChanged 131
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	Iteration 81Q: 3 clusters Score -4226220 nChanged 155
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 44814 members 
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Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 45361 members 
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Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 45486 members 
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Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 45770 members 
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Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 45923 members 
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Mstep: Class 1 contains 30013 members 
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Mstep: Class 1 contains 29641 members 
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Mstep: Class 2 contains 46819 members 
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Mstep: Class 1 contains 29265 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4226228 nChanged 191
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Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 47199 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 48096 members 
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Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 48538 members 
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Mstep: Class 2 contains 48728 members 
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Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 49359 members 
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Mstep: Class 2 contains 50045 members 
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Mstep: Class 2 contains 50916 members 
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Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 51107 members 
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Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 51600 members 
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Mstep: Class 2 contains 52277 members 
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	Iteration 160F: 3 clusters Score -4226350 nChanged 171
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	Iteration 162Q: 3 clusters Score -4226344 nChanged 125
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	Iteration 180F: 3 clusters Score -4226298 nChanged 63
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 57670 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4226275 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4226278 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 57693 members 
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	Iteration 201Q: 3 clusters Score -4226276 nChanged 7
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Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 57700 members 
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	Iteration 202Q: 3 clusters Score -4226282 nChanged 3
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	Iteration 203Q: 3 clusters Score -4226282 nChanged 2
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Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 57705 members 
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	Iteration 204Q: 3 clusters Score -4226280 nChanged 3
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Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 57708 members 
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	Iteration 205Q: 3 clusters Score -4226282 nChanged 4
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Mstep: Class 2 contains 57712 members 
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	Iteration 206Q: 3 clusters Score -4226281 nChanged 4
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Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4226282 nChanged 5
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Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4226284 nChanged 7
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4226280 nChanged 9
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	Iteration 210Q: 3 clusters Score -4226278 nChanged 12
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	Iteration 211Q: 3 clusters Score -4226280 nChanged 9
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	Iteration 212Q: 3 clusters Score -4226280 nChanged 5
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	Iteration 213Q: 3 clusters Score -4226278 nChanged 6
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Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4226276 nChanged 20
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Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4226271 nChanged 19
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Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4226278 nChanged 36
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4226270 nChanged 45
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	Iteration 223Q: 3 clusters Score -4226270 nChanged 49
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Mstep: Class 2 contains 59125 members 
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	Iteration 264Q: 3 clusters Score -4226234 nChanged 136
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	Iteration 280F: 3 clusters Score -4226300 nChanged 124
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Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -4226321.000000 Penalty: 1023.028748
	Iteration 291Q: 3 clusters Score -4226321 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -4226332.000000 Penalty: 1023.028748
	Iteration 292Q: 3 clusters Score -4226332 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -4226328.500000 Penalty: 1023.028748
	Iteration 293Q: 3 clusters Score -4226328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 65087 members 
Entering Unmasked Estep 
Score: -4226342.000000 Penalty: 1023.028748
	Iteration 294Q: 3 clusters Score -4226342 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -4226350.000000 Penalty: 1023.028748
	Iteration 295Q: 3 clusters Score -4226350 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 65334 members 
Entering Unmasked Estep 
Score: -4226362.500000 Penalty: 1023.028748
	Iteration 296Q: 3 clusters Score -4226362 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -4226350.000000 Penalty: 1023.028748
	Iteration 297Q: 3 clusters Score -4226350 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -4226365.000000 Penalty: 1023.028748
	Iteration 298Q: 3 clusters Score -4226365 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -4226374.500000 Penalty: 1023.028748
	Iteration 299Q: 3 clusters Score -4226374 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -4226386.500000 Penalty: 1023.028748
	Iteration 300F: 3 clusters Score -4226386 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -4226401.000000 Penalty: 1023.028748
	Iteration 301Q: 3 clusters Score -4226401 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 66279 members 
Entering Unmasked Estep 
Score: -4226407.500000 Penalty: 1023.028748
	Iteration 302Q: 3 clusters Score -4226408 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 66459 members 
Entering Unmasked Estep 
Score: -4226430.500000 Penalty: 1023.028748
	Iteration 303Q: 3 clusters Score -4226430 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -4226448.000000 Penalty: 1023.028748
	Iteration 304Q: 3 clusters Score -4226448 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -4226464.000000 Penalty: 1023.028748
	Iteration 305Q: 3 clusters Score -4226464 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -4226484.000000 Penalty: 1023.028748
	Iteration 306Q: 3 clusters Score -4226484 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -4226505.500000 Penalty: 1023.028748
	Iteration 307Q: 3 clusters Score -4226506 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -4226546.000000 Penalty: 1023.028748
	Iteration 308Q: 3 clusters Score -4226546 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -4226581.500000 Penalty: 1023.028748
	Iteration 309Q: 3 clusters Score -4226582 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -4226605.000000 Penalty: 1023.028748
	Iteration 310Q: 3 clusters Score -4226605 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -4226649.000000 Penalty: 1023.028748
	Iteration 311Q: 3 clusters Score -4226649 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -4226716.000000 Penalty: 1023.028748
	Iteration 312Q: 3 clusters Score -4226716 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -4226789.000000 Penalty: 1023.028748
	Iteration 313Q: 3 clusters Score -4226789 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -4226860.500000 Penalty: 1023.028748
	Iteration 314Q: 3 clusters Score -4226860 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -4226964.000000 Penalty: 1023.028748
	Iteration 315Q: 3 clusters Score -4226964 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 70434 members 
Entering Unmasked Estep 
Score: -4227066.500000 Penalty: 1023.028748
	Iteration 316Q: 3 clusters Score -4227066 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -4227187.500000 Penalty: 1023.028748
	Iteration 317Q: 3 clusters Score -4227188 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 71445 members 
Entering Unmasked Estep 
Score: -4227351.000000 Penalty: 1023.028748
	Iteration 318Q: 3 clusters Score -4227351 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 71939 members 
Entering Unmasked Estep 
Score: -4227511.000000 Penalty: 1023.028748
	Iteration 319Q: 3 clusters Score -4227511 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 72393 members 
Entering Unmasked Estep 
Score: -4227629.000000 Penalty: 1023.028748
	Iteration 320F: 3 clusters Score -4227629 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -4227758.000000 Penalty: 1023.028748
	Iteration 321Q: 3 clusters Score -4227758 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -4227892.500000 Penalty: 1023.028748
	Iteration 322Q: 3 clusters Score -4227892 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -4228014.000000 Penalty: 1023.028748
	Iteration 323Q: 3 clusters Score -4228014 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 73873 members 
Entering Unmasked Estep 
Score: -4228095.500000 Penalty: 1023.028748
	Iteration 324Q: 3 clusters Score -4228096 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -4228177.000000 Penalty: 1023.028748
	Iteration 325Q: 3 clusters Score -4228177 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -4228261.500000 Penalty: 1023.028748
	Iteration 326Q: 3 clusters Score -4228262 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -4228358.500000 Penalty: 1023.028748
	Iteration 327Q: 3 clusters Score -4228358 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -4228447.500000 Penalty: 1023.028748
	Iteration 328Q: 3 clusters Score -4228448 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -4228540.500000 Penalty: 1023.028748
	Iteration 329Q: 3 clusters Score -4228540 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -4228614.000000 Penalty: 1023.028748
	Iteration 330Q: 3 clusters Score -4228614 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -4228653.000000 Penalty: 1023.028748
	Iteration 331Q: 3 clusters Score -4228653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -4228689.500000 Penalty: 1023.028748
	Iteration 332Q: 3 clusters Score -4228690 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -4228726.000000 Penalty: 1023.028748
	Iteration 333Q: 3 clusters Score -4228726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -4228752.500000 Penalty: 1023.028748
	Iteration 334Q: 3 clusters Score -4228752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 75745 members 
Entering Unmasked Estep 
Score: -4228774.000000 Penalty: 1023.028748
	Iteration 335Q: 3 clusters Score -4228774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -4228784.500000 Penalty: 1023.028748
	Iteration 336Q: 3 clusters Score -4228784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -4228793.500000 Penalty: 1023.028748
	Iteration 337Q: 3 clusters Score -4228794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 75844 members 
Entering Unmasked Estep 
Score: -4228806.500000 Penalty: 1023.028748
	Iteration 338Q: 3 clusters Score -4228806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -4228812.500000 Penalty: 1023.028748
	Iteration 339Q: 3 clusters Score -4228812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 75880 members 
Entering Unmasked Estep 
Score: -4228814.500000 Penalty: 1023.028748
	Iteration 340F: 3 clusters Score -4228814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -4228818.500000 Penalty: 1023.028748
	Iteration 341Q: 3 clusters Score -4228818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -4228827.000000 Penalty: 1023.028748
	Iteration 342Q: 3 clusters Score -4228827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -4228828.500000 Penalty: 1023.028748
	Iteration 343Q: 3 clusters Score -4228828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -4228832.500000 Penalty: 1023.028748
	Iteration 344Q: 3 clusters Score -4228832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -4228838.000000 Penalty: 1023.028748
	Iteration 345Q: 3 clusters Score -4228838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -4228836.000000 Penalty: 1023.028748
	Iteration 346Q: 3 clusters Score -4228836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -4228842.500000 Penalty: 1023.028748
	Iteration 347Q: 3 clusters Score -4228842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 75955 members 
Entering Unmasked Estep 
Score: -4228849.000000 Penalty: 1023.028748
	Iteration 348Q: 3 clusters Score -4228849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -4228853.000000 Penalty: 1023.028748
	Iteration 349Q: 3 clusters Score -4228853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 75971 members 
Entering Unmasked Estep 
Score: -4228854.000000 Penalty: 1023.028748
	Iteration 350Q: 3 clusters Score -4228854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 75979 members 
Entering Unmasked Estep 
Score: -4228855.000000 Penalty: 1023.028748
	Iteration 351Q: 3 clusters Score -4228855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 75985 members 
Entering Unmasked Estep 
Score: -4228859.500000 Penalty: 1023.028748
	Iteration 352Q: 3 clusters Score -4228860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -4228860.000000 Penalty: 1023.028748
	Iteration 353Q: 3 clusters Score -4228860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -4228861.500000 Penalty: 1023.028748
	Iteration 354Q: 3 clusters Score -4228862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 75995 members 
Entering Unmasked Estep 
Score: -4228863.000000 Penalty: 1023.028748
	Iteration 355Q: 3 clusters Score -4228863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -4228860.500000 Penalty: 1023.028748
	Iteration 356Q: 3 clusters Score -4228860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -4228862.000000 Penalty: 1023.028748
	Iteration 357Q: 3 clusters Score -4228862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -4228866.000000 Penalty: 1023.028748
	Iteration 358Q: 3 clusters Score -4228866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -4228872.000000 Penalty: 1023.028748
	Iteration 359Q: 3 clusters Score -4228872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -4228873.500000 Penalty: 1023.028748
	Iteration 360F: 3 clusters Score -4228874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -4228870.500000 Penalty: 1023.028748
	Iteration 361Q: 3 clusters Score -4228870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -4228870.500000 Penalty: 1023.028748
	Iteration 362F: 3 clusters Score -4228870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125001 members 
Entering Unmasked Estep 
Score: -6679309.000000 Penalty: 533.991516
	Iteration 0F: 2 clusters Score -6679309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -6601551.000000 Penalty: 1067.983032
	Iteration 0F: 3 clusters Score -6601551 nChanged 61126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -6640139.500000 Penalty: 1067.983032
	Iteration 1F: 3 clusters Score -6640140 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -6644207.500000 Penalty: 1067.983032
	Iteration 2F: 3 clusters Score -6644208 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -6651146.500000 Penalty: 1067.983032
	Iteration 3F: 3 clusters Score -6651146 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -6660239.500000 Penalty: 1067.983032
	Iteration 4F: 3 clusters Score -6660240 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -6667229.500000 Penalty: 1067.983032
	Iteration 5F: 3 clusters Score -6667230 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68352 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -6669853.000000 Penalty: 1067.983032
	Iteration 6Q: 3 clusters Score -6669853 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -6670827.500000 Penalty: 1067.983032
	Iteration 7Q: 3 clusters Score -6670828 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -6671332.000000 Penalty: 1067.983032
	Iteration 8Q: 3 clusters Score -6671332 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -6671763.000000 Penalty: 1067.983032
	Iteration 9Q: 3 clusters Score -6671763 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -6672128.000000 Penalty: 1067.983032
	Iteration 10Q: 3 clusters Score -6672128 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -6672559.000000 Penalty: 1067.983032
	Iteration 11Q: 3 clusters Score -6672559 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -6672978.000000 Penalty: 1067.983032
	Iteration 12Q: 3 clusters Score -6672978 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -6673364.000000 Penalty: 1067.983032
	Iteration 13Q: 3 clusters Score -6673364 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -6673787.000000 Penalty: 1067.983032
	Iteration 14Q: 3 clusters Score -6673787 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76231 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -6674205.500000 Penalty: 1067.983032
	Iteration 15Q: 3 clusters Score -6674206 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78187 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -6674743.500000 Penalty: 1067.983032
	Iteration 16Q: 3 clusters Score -6674744 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -6675376.500000 Penalty: 1067.983032
	Iteration 17Q: 3 clusters Score -6675376 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83312 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -6676027.000000 Penalty: 1067.983032
	Iteration 18Q: 3 clusters Score -6676027 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86441 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -6676856.000000 Penalty: 1067.983032
	Iteration 19Q: 3 clusters Score -6676856 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -6677792.500000 Penalty: 1067.983032
	Iteration 20F: 3 clusters Score -6677792 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -6678374.500000 Penalty: 1067.983032
	Iteration 21Q: 3 clusters Score -6678374 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -6678768.000000 Penalty: 1067.983032
	Iteration 22Q: 3 clusters Score -6678768 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97636 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -6679025.000000 Penalty: 1067.983032
	Iteration 23Q: 3 clusters Score -6679025 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99967 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -6679200.000000 Penalty: 1067.983032
	Iteration 24Q: 3 clusters Score -6679200 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -6679283.000000 Penalty: 1067.983032
	Iteration 25Q: 3 clusters Score -6679283 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104107 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -6679266.000000 Penalty: 1067.983032
	Iteration 26Q: 3 clusters Score -6679266 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106026 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -6679278.000000 Penalty: 1067.983032
	Iteration 27Q: 3 clusters Score -6679278 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -6679270.500000 Penalty: 1067.983032
	Iteration 28Q: 3 clusters Score -6679270 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109594 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -6679359.500000 Penalty: 1067.983032
	Iteration 29Q: 3 clusters Score -6679360 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111246 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -6679389.500000 Penalty: 1067.983032
	Iteration 30Q: 3 clusters Score -6679390 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112771 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -6679407.000000 Penalty: 1067.983032
	Iteration 31Q: 3 clusters Score -6679407 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114174 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -6679395.000000 Penalty: 1067.983032
	Iteration 32Q: 3 clusters Score -6679395 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115424 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -6679418.500000 Penalty: 1067.983032
	Iteration 33Q: 3 clusters Score -6679418 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116472 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -6679431.500000 Penalty: 1067.983032
	Iteration 34Q: 3 clusters Score -6679432 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117342 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -6679393.000000 Penalty: 1067.983032
	Iteration 35Q: 3 clusters Score -6679393 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118082 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -6679303.500000 Penalty: 1067.983032
	Iteration 36Q: 3 clusters Score -6679304 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118690 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -6679282.500000 Penalty: 1067.983032
	Iteration 37Q: 3 clusters Score -6679282 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119175 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -6679229.500000 Penalty: 1067.983032
	Iteration 38Q: 3 clusters Score -6679230 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119561 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -6679184.000000 Penalty: 1067.983032
	Iteration 39Q: 3 clusters Score -6679184 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119874 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -6679513.500000 Penalty: 1067.983032
	Iteration 40F: 3 clusters Score -6679514 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120709 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6679573.000000 Penalty: 1067.983032
	Iteration 41Q: 3 clusters Score -6679573 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121387 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -6679485.000000 Penalty: 1067.983032
	Iteration 42Q: 3 clusters Score -6679485 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121944 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -6679463.500000 Penalty: 1067.983032
	Iteration 43Q: 3 clusters Score -6679464 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122422 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6679396.500000 Penalty: 1067.983032
	Iteration 44Q: 3 clusters Score -6679396 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122804 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6679283.500000 Penalty: 1067.983032
	Iteration 45Q: 3 clusters Score -6679284 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123136 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -6679239.500000 Penalty: 1067.983032
	Iteration 46Q: 3 clusters Score -6679240 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6679236.000000 Penalty: 1067.983032
	Iteration 47Q: 3 clusters Score -6679236 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123627 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -6679198.500000 Penalty: 1067.983032
	Iteration 48Q: 3 clusters Score -6679198 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123819 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6679169.000000 Penalty: 1067.983032
	Iteration 49Q: 3 clusters Score -6679169 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123962 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6679139.000000 Penalty: 1067.983032
	Iteration 50Q: 3 clusters Score -6679139 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124098 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6679118.500000 Penalty: 1067.983032
	Iteration 51Q: 3 clusters Score -6679118 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124230 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6679125.500000 Penalty: 1067.983032
	Iteration 52Q: 3 clusters Score -6679126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124345 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6679097.500000 Penalty: 1067.983032
	Iteration 53Q: 3 clusters Score -6679098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124427 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6679083.000000 Penalty: 1067.983032
	Iteration 54Q: 3 clusters Score -6679083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124496 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6679082.500000 Penalty: 1067.983032
	Iteration 55Q: 3 clusters Score -6679082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6679069.500000 Penalty: 1067.983032
	Iteration 56Q: 3 clusters Score -6679070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124602 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6679065.500000 Penalty: 1067.983032
	Iteration 57Q: 3 clusters Score -6679066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124635 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6679057.500000 Penalty: 1067.983032
	Iteration 58Q: 3 clusters Score -6679058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124669 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6679042.000000 Penalty: 1067.983032
	Iteration 59Q: 3 clusters Score -6679042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124689 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6679054.000000 Penalty: 1067.983032
	Iteration 60F: 3 clusters Score -6679054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124709 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6679049.500000 Penalty: 1067.983032
	Iteration 61Q: 3 clusters Score -6679050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124733 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6679056.000000 Penalty: 1067.983032
	Iteration 62Q: 3 clusters Score -6679056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124745 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6679062.000000 Penalty: 1067.983032
	Iteration 63Q: 3 clusters Score -6679062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124753 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6679057.000000 Penalty: 1067.983032
	Iteration 64Q: 3 clusters Score -6679057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124758 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6679049.500000 Penalty: 1067.983032
	Iteration 65Q: 3 clusters Score -6679050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124765 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6679048.000000 Penalty: 1067.983032
	Iteration 66Q: 3 clusters Score -6679048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124769 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6679044.000000 Penalty: 1067.983032
	Iteration 67Q: 3 clusters Score -6679044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124773 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6679044.500000 Penalty: 1067.983032
	Iteration 68Q: 3 clusters Score -6679044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124778 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6679051.500000 Penalty: 1067.983032
	Iteration 69Q: 3 clusters Score -6679052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124785 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6679048.000000 Penalty: 1067.983032
	Iteration 70Q: 3 clusters Score -6679048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124788 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6679047.500000 Penalty: 1067.983032
	Iteration 71Q: 3 clusters Score -6679048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124790 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6679044.500000 Penalty: 1067.983032
	Iteration 72Q: 3 clusters Score -6679044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124790 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6679044.500000 Penalty: 1067.983032
	Iteration 73F: 3 clusters Score -6679044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Entering Unmasked Estep 
Score: -2411421.750000 Penalty: 490.419739
	Iteration 0F: 2 clusters Score -2411422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2378987.000000 Penalty: 980.839478
	Iteration 0F: 3 clusters Score -2378987 nChanged 23364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2392661.250000 Penalty: 980.839478
	Iteration 1F: 3 clusters Score -2392661 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2392962.750000 Penalty: 980.839478
	Iteration 2Q: 3 clusters Score -2392963 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -2393319.500000 Penalty: 980.839478
	Iteration 3Q: 3 clusters Score -2393320 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -2393784.750000 Penalty: 980.839478
	Iteration 4Q: 3 clusters Score -2393785 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -2394436.250000 Penalty: 980.839478
	Iteration 5Q: 3 clusters Score -2394436 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -2395441.750000 Penalty: 980.839478
	Iteration 6Q: 3 clusters Score -2395442 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -2397166.500000 Penalty: 980.839478
	Iteration 7F: 3 clusters Score -2397166 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -2399818.750000 Penalty: 980.839478
	Iteration 8F: 3 clusters Score -2399819 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -2403282.750000 Penalty: 980.839478
	Iteration 9F: 3 clusters Score -2403283 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -2406374.500000 Penalty: 980.839478
	Iteration 10F: 3 clusters Score -2406374 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -2408415.000000 Penalty: 980.839478
	Iteration 11Q: 3 clusters Score -2408415 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -2409570.250000 Penalty: 980.839478
	Iteration 12Q: 3 clusters Score -2409570 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -2410174.000000 Penalty: 980.839478
	Iteration 13Q: 3 clusters Score -2410174 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -2410520.250000 Penalty: 980.839478
	Iteration 14Q: 3 clusters Score -2410520 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -2410682.500000 Penalty: 980.839478
	Iteration 15Q: 3 clusters Score -2410682 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -2410790.500000 Penalty: 980.839478
	Iteration 16Q: 3 clusters Score -2410790 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -2410848.750000 Penalty: 980.839478
	Iteration 17Q: 3 clusters Score -2410849 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -2410895.000000 Penalty: 980.839478
	Iteration 18Q: 3 clusters Score -2410895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -2410927.500000 Penalty: 980.839478
	Iteration 19Q: 3 clusters Score -2410928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -2410952.500000 Penalty: 980.839478
	Iteration 20F: 3 clusters Score -2410952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -2410957.250000 Penalty: 980.839478
	Iteration 21Q: 3 clusters Score -2410957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -2410965.250000 Penalty: 980.839478
	Iteration 22Q: 3 clusters Score -2410965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -2410971.750000 Penalty: 980.839478
	Iteration 23Q: 3 clusters Score -2410972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -2410978.500000 Penalty: 980.839478
	Iteration 24Q: 3 clusters Score -2410978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -2410980.250000 Penalty: 980.839478
	Iteration 25Q: 3 clusters Score -2410980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -2410981.750000 Penalty: 980.839478
	Iteration 26Q: 3 clusters Score -2410982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -2410984.000000 Penalty: 980.839478
	Iteration 27Q: 3 clusters Score -2410984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -2410985.000000 Penalty: 980.839478
	Iteration 28Q: 3 clusters Score -2410985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -2410988.000000 Penalty: 980.839478
	Iteration 29Q: 3 clusters Score -2410988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -2410987.500000 Penalty: 980.839478
	Iteration 30Q: 3 clusters Score -2410988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -2410988.000000 Penalty: 980.839478
	Iteration 31Q: 3 clusters Score -2410988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -2410993.750000 Penalty: 980.839478
	Iteration 32Q: 3 clusters Score -2410994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -2410997.750000 Penalty: 980.839478
	Iteration 33Q: 3 clusters Score -2410998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -2410997.250000 Penalty: 980.839478
	Iteration 34Q: 3 clusters Score -2410997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -2410997.250000 Penalty: 980.839478
	Iteration 35F: 3 clusters Score -2410997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -139787.828125 Penalty: 357.321350
	Iteration 0F: 2 clusters Score -139787.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -137994.406250 Penalty: 714.642700
	Iteration 0F: 3 clusters Score -137994.4 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -138603.281250 Penalty: 714.642700
	Iteration 1F: 3 clusters Score -138603.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -138674.281250 Penalty: 714.642700
	Iteration 2F: 3 clusters Score -138674.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -138731.359375 Penalty: 714.642700
	Iteration 3F: 3 clusters Score -138731.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -138786.687500 Penalty: 714.642700
	Iteration 4Q: 3 clusters Score -138786.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -138847.078125 Penalty: 714.642700
	Iteration 5Q: 3 clusters Score -138847.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -138923.296875 Penalty: 714.642700
	Iteration 6Q: 3 clusters Score -138923.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -139013.781250 Penalty: 714.642700
	Iteration 7Q: 3 clusters Score -139013.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -139114.140625 Penalty: 714.642700
	Iteration 8Q: 3 clusters Score -139114.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139196.421875 Penalty: 714.642700
	Iteration 9Q: 3 clusters Score -139196.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -139247.859375 Penalty: 714.642700
	Iteration 10Q: 3 clusters Score -139247.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -139290.000000 Penalty: 714.642700
	Iteration 11Q: 3 clusters Score -139290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -139330.578125 Penalty: 714.642700
	Iteration 12Q: 3 clusters Score -139330.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -139358.406250 Penalty: 714.642700
	Iteration 13Q: 3 clusters Score -139358.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -139373.703125 Penalty: 714.642700
	Iteration 14Q: 3 clusters Score -139373.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -139388.500000 Penalty: 714.642700
	Iteration 15Q: 3 clusters Score -139388.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -139407.296875 Penalty: 714.642700
	Iteration 16Q: 3 clusters Score -139407.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -139422.234375 Penalty: 714.642700
	Iteration 17Q: 3 clusters Score -139422.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -139430.125000 Penalty: 714.642700
	Iteration 18Q: 3 clusters Score -139430.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -139437.625000 Penalty: 714.642700
	Iteration 19Q: 3 clusters Score -139437.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -139441.281250 Penalty: 714.642700
	Iteration 20F: 3 clusters Score -139441.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -139446.234375 Penalty: 714.642700
	Iteration 21Q: 3 clusters Score -139446.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -139451.203125 Penalty: 714.642700
	Iteration 22Q: 3 clusters Score -139451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -139453.234375 Penalty: 714.642700
	Iteration 23Q: 3 clusters Score -139453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -139454.406250 Penalty: 714.642700
	Iteration 24Q: 3 clusters Score -139454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -139455.796875 Penalty: 714.642700
	Iteration 25Q: 3 clusters Score -139455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -139456.125000 Penalty: 714.642700
	Iteration 26Q: 3 clusters Score -139456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -139456.796875 Penalty: 714.642700
	Iteration 27Q: 3 clusters Score -139456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -139457.531250 Penalty: 714.642700
	Iteration 28Q: 3 clusters Score -139457.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -139459.359375 Penalty: 714.642700
	Iteration 29Q: 3 clusters Score -139459.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -139462.937500 Penalty: 714.642700
	Iteration 30Q: 3 clusters Score -139462.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -139469.687500 Penalty: 714.642700
	Iteration 31Q: 3 clusters Score -139469.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -139476.781250 Penalty: 714.642700
	Iteration 32Q: 3 clusters Score -139476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -139479.656250 Penalty: 714.642700
	Iteration 33Q: 3 clusters Score -139479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -139480.593750 Penalty: 714.642700
	Iteration 34Q: 3 clusters Score -139480.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -139481.453125 Penalty: 714.642700
	Iteration 35Q: 3 clusters Score -139481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -139481.703125 Penalty: 714.642700
	Iteration 36Q: 3 clusters Score -139481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -139481.703125 Penalty: 714.642700
	Iteration 37F: 3 clusters Score -139481.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Entering Unmasked Estep 
Score: -274092.437500 Penalty: 387.985016
	Iteration 0F: 2 clusters Score -274092.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -270691.375000 Penalty: 775.970032
	Iteration 0F: 3 clusters Score -270691.4 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -271992.781250 Penalty: 775.970032
	Iteration 1F: 3 clusters Score -271992.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -272193.843750 Penalty: 775.970032
	Iteration 2F: 3 clusters Score -272193.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -272394.906250 Penalty: 775.970032
	Iteration 3F: 3 clusters Score -272394.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -272620.937500 Penalty: 775.970032
	Iteration 4F: 3 clusters Score -272620.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -272899.468750 Penalty: 775.970032
	Iteration 5F: 3 clusters Score -272899.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -273138.125000 Penalty: 775.970032
	Iteration 6F: 3 clusters Score -273138.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -273297.093750 Penalty: 775.970032
	Iteration 7Q: 3 clusters Score -273297.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -273404.968750 Penalty: 775.970032
	Iteration 8Q: 3 clusters Score -273405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -273460.312500 Penalty: 775.970032
	Iteration 9Q: 3 clusters Score -273460.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -273505.906250 Penalty: 775.970032
	Iteration 10Q: 3 clusters Score -273505.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -273544.312500 Penalty: 775.970032
	Iteration 11Q: 3 clusters Score -273544.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -273580.000000 Penalty: 775.970032
	Iteration 12Q: 3 clusters Score -273580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -273609.125000 Penalty: 775.970032
	Iteration 13Q: 3 clusters Score -273609.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -273628.125000 Penalty: 775.970032
	Iteration 14Q: 3 clusters Score -273628.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -273647.187500 Penalty: 775.970032
	Iteration 15Q: 3 clusters Score -273647.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -273667.875000 Penalty: 775.970032
	Iteration 16Q: 3 clusters Score -273667.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -273688.406250 Penalty: 775.970032
	Iteration 17Q: 3 clusters Score -273688.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -273712.625000 Penalty: 775.970032
	Iteration 18Q: 3 clusters Score -273712.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -273729.625000 Penalty: 775.970032
	Iteration 19Q: 3 clusters Score -273729.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -273737.187500 Penalty: 775.970032
	Iteration 20F: 3 clusters Score -273737.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -273741.750000 Penalty: 775.970032
	Iteration 21Q: 3 clusters Score -273741.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -273743.875000 Penalty: 775.970032
	Iteration 22Q: 3 clusters Score -273743.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -273746.031250 Penalty: 775.970032
	Iteration 23Q: 3 clusters Score -273746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -273749.437500 Penalty: 775.970032
	Iteration 24Q: 3 clusters Score -273749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -273752.375000 Penalty: 775.970032
	Iteration 25Q: 3 clusters Score -273752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -273757.531250 Penalty: 775.970032
	Iteration 26Q: 3 clusters Score -273757.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -273760.562500 Penalty: 775.970032
	Iteration 27Q: 3 clusters Score -273760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -273766.187500 Penalty: 775.970032
	Iteration 28Q: 3 clusters Score -273766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -273770.750000 Penalty: 775.970032
	Iteration 29Q: 3 clusters Score -273770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -273771.281250 Penalty: 775.970032
	Iteration 30Q: 3 clusters Score -273771.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -273771.718750 Penalty: 775.970032
	Iteration 31Q: 3 clusters Score -273771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -273771.718750 Penalty: 775.970032
	Iteration 32F: 3 clusters Score -273771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Entering Unmasked Estep 
Score: -2315289.250000 Penalty: 485.054932
	Iteration 0F: 2 clusters Score -2315289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2286611.250000 Penalty: 970.109863
	Iteration 0F: 3 clusters Score -2286611 nChanged 20634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2299712.750000 Penalty: 970.109863
	Iteration 1F: 3 clusters Score -2299713 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2300549.000000 Penalty: 970.109863
	Iteration 2Q: 3 clusters Score -2300549 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2301575.750000 Penalty: 970.109863
	Iteration 3F: 3 clusters Score -2301576 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2302948.250000 Penalty: 970.109863
	Iteration 4F: 3 clusters Score -2302948 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2304926.250000 Penalty: 970.109863
	Iteration 5F: 3 clusters Score -2304926 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2307378.000000 Penalty: 970.109863
	Iteration 6F: 3 clusters Score -2307378 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2309635.500000 Penalty: 970.109863
	Iteration 7F: 3 clusters Score -2309636 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2310842.500000 Penalty: 970.109863
	Iteration 8Q: 3 clusters Score -2310842 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2311536.750000 Penalty: 970.109863
	Iteration 9Q: 3 clusters Score -2311537 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2312098.250000 Penalty: 970.109863
	Iteration 10Q: 3 clusters Score -2312098 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2312559.500000 Penalty: 970.109863
	Iteration 11Q: 3 clusters Score -2312560 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2312963.750000 Penalty: 970.109863
	Iteration 12Q: 3 clusters Score -2312964 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2313287.000000 Penalty: 970.109863
	Iteration 13Q: 3 clusters Score -2313287 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2313569.500000 Penalty: 970.109863
	Iteration 14Q: 3 clusters Score -2313570 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2313769.250000 Penalty: 970.109863
	Iteration 15Q: 3 clusters Score -2313769 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2313933.250000 Penalty: 970.109863
	Iteration 16Q: 3 clusters Score -2313933 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2314075.750000 Penalty: 970.109863
	Iteration 17Q: 3 clusters Score -2314076 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2314162.500000 Penalty: 970.109863
	Iteration 18Q: 3 clusters Score -2314162 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2314237.250000 Penalty: 970.109863
	Iteration 19Q: 3 clusters Score -2314237 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2314306.000000 Penalty: 970.109863
	Iteration 20F: 3 clusters Score -2314306 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2314370.500000 Penalty: 970.109863
	Iteration 21Q: 3 clusters Score -2314370 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2314436.000000 Penalty: 970.109863
	Iteration 22Q: 3 clusters Score -2314436 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2314490.000000 Penalty: 970.109863
	Iteration 23Q: 3 clusters Score -2314490 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2314535.500000 Penalty: 970.109863
	Iteration 24Q: 3 clusters Score -2314536 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2314582.250000 Penalty: 970.109863
	Iteration 25Q: 3 clusters Score -2314582 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2314630.250000 Penalty: 970.109863
	Iteration 26Q: 3 clusters Score -2314630 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2314678.000000 Penalty: 970.109863
	Iteration 27Q: 3 clusters Score -2314678 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2314716.500000 Penalty: 970.109863
	Iteration 28Q: 3 clusters Score -2314716 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2314744.250000 Penalty: 970.109863
	Iteration 29Q: 3 clusters Score -2314744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2314766.500000 Penalty: 970.109863
	Iteration 30Q: 3 clusters Score -2314766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2314794.500000 Penalty: 970.109863
	Iteration 31Q: 3 clusters Score -2314794 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2314812.000000 Penalty: 970.109863
	Iteration 32Q: 3 clusters Score -2314812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2314826.500000 Penalty: 970.109863
	Iteration 33Q: 3 clusters Score -2314826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2314842.750000 Penalty: 970.109863
	Iteration 34Q: 3 clusters Score -2314843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2314849.500000 Penalty: 970.109863
	Iteration 35Q: 3 clusters Score -2314850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2314855.500000 Penalty: 970.109863
	Iteration 36Q: 3 clusters Score -2314856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2314862.500000 Penalty: 970.109863
	Iteration 37Q: 3 clusters Score -2314862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2314872.000000 Penalty: 970.109863
	Iteration 38Q: 3 clusters Score -2314872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2314878.000000 Penalty: 970.109863
	Iteration 39Q: 3 clusters Score -2314878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2314883.000000 Penalty: 970.109863
	Iteration 40F: 3 clusters Score -2314883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2314894.250000 Penalty: 970.109863
	Iteration 41Q: 3 clusters Score -2314894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2314899.750000 Penalty: 970.109863
	Iteration 42Q: 3 clusters Score -2314900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2314908.750000 Penalty: 970.109863
	Iteration 43Q: 3 clusters Score -2314909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2314919.750000 Penalty: 970.109863
	Iteration 44Q: 3 clusters Score -2314920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2314921.750000 Penalty: 970.109863
	Iteration 45Q: 3 clusters Score -2314922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2314931.750000 Penalty: 970.109863
	Iteration 46Q: 3 clusters Score -2314932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2314935.000000 Penalty: 970.109863
	Iteration 47Q: 3 clusters Score -2314935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2314937.250000 Penalty: 970.109863
	Iteration 48Q: 3 clusters Score -2314937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2314941.500000 Penalty: 970.109863
	Iteration 49Q: 3 clusters Score -2314942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2314942.500000 Penalty: 970.109863
	Iteration 50Q: 3 clusters Score -2314942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2314942.750000 Penalty: 970.109863
	Iteration 51Q: 3 clusters Score -2314943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2314946.250000 Penalty: 970.109863
	Iteration 52Q: 3 clusters Score -2314946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2314948.500000 Penalty: 970.109863
	Iteration 53Q: 3 clusters Score -2314948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2314947.250000 Penalty: 970.109863
	Iteration 54Q: 3 clusters Score -2314947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2314946.500000 Penalty: 970.109863
	Iteration 55Q: 3 clusters Score -2314946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2314946.250000 Penalty: 970.109863
	Iteration 56Q: 3 clusters Score -2314946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2314952.000000 Penalty: 970.109863
	Iteration 57Q: 3 clusters Score -2314952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2314950.500000 Penalty: 970.109863
	Iteration 58Q: 3 clusters Score -2314950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2314952.750000 Penalty: 970.109863
	Iteration 59Q: 3 clusters Score -2314953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2314952.250000 Penalty: 970.109863
	Iteration 60F: 3 clusters Score -2314952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Entering Unmasked Estep 
Score: -471682.281250 Penalty: 416.525421
	Iteration 0F: 2 clusters Score -471682.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -465320.000000 Penalty: 833.050842
	Iteration 0F: 3 clusters Score -465320 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -467652.531250 Penalty: 833.050842
	Iteration 1F: 3 clusters Score -467652.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -467822.687500 Penalty: 833.050842
	Iteration 2Q: 3 clusters Score -467822.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -468051.218750 Penalty: 833.050842
	Iteration 3Q: 3 clusters Score -468051.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -468401.750000 Penalty: 833.050842
	Iteration 4F: 3 clusters Score -468401.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -468883.843750 Penalty: 833.050842
	Iteration 5F: 3 clusters Score -468883.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -469444.781250 Penalty: 833.050842
	Iteration 6F: 3 clusters Score -469444.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -469863.687500 Penalty: 833.050842
	Iteration 7F: 3 clusters Score -469863.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -470075.062500 Penalty: 833.050842
	Iteration 8Q: 3 clusters Score -470075.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -470202.125000 Penalty: 833.050842
	Iteration 9Q: 3 clusters Score -470202.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -470297.875000 Penalty: 833.050842
	Iteration 10Q: 3 clusters Score -470297.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -470370.375000 Penalty: 833.050842
	Iteration 11Q: 3 clusters Score -470370.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -470451.937500 Penalty: 833.050842
	Iteration 12Q: 3 clusters Score -470451.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -470545.531250 Penalty: 833.050842
	Iteration 13Q: 3 clusters Score -470545.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -470646.531250 Penalty: 833.050842
	Iteration 14Q: 3 clusters Score -470646.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -470772.656250 Penalty: 833.050842
	Iteration 15Q: 3 clusters Score -470772.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -470888.187500 Penalty: 833.050842
	Iteration 16Q: 3 clusters Score -470888.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -470982.468750 Penalty: 833.050842
	Iteration 17Q: 3 clusters Score -470982.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -471059.437500 Penalty: 833.050842
	Iteration 18Q: 3 clusters Score -471059.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -471117.250000 Penalty: 833.050842
	Iteration 19Q: 3 clusters Score -471117.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -471177.062500 Penalty: 833.050842
	Iteration 20F: 3 clusters Score -471177.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -471222.218750 Penalty: 833.050842
	Iteration 21Q: 3 clusters Score -471222.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -471259.718750 Penalty: 833.050842
	Iteration 22Q: 3 clusters Score -471259.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -471280.718750 Penalty: 833.050842
	Iteration 23Q: 3 clusters Score -471280.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -471293.187500 Penalty: 833.050842
	Iteration 24Q: 3 clusters Score -471293.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -471304.687500 Penalty: 833.050842
	Iteration 25Q: 3 clusters Score -471304.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -471312.312500 Penalty: 833.050842
	Iteration 26Q: 3 clusters Score -471312.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -471321.375000 Penalty: 833.050842
	Iteration 27Q: 3 clusters Score -471321.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -471329.687500 Penalty: 833.050842
	Iteration 28Q: 3 clusters Score -471329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -471331.687500 Penalty: 833.050842
	Iteration 29Q: 3 clusters Score -471331.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -471335.093750 Penalty: 833.050842
	Iteration 30Q: 3 clusters Score -471335.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -471337.187500 Penalty: 833.050842
	Iteration 31Q: 3 clusters Score -471337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -471340.750000 Penalty: 833.050842
	Iteration 32Q: 3 clusters Score -471340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -471345.437500 Penalty: 833.050842
	Iteration 33Q: 3 clusters Score -471345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -471345.625000 Penalty: 833.050842
	Iteration 34Q: 3 clusters Score -471345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -471345.687500 Penalty: 833.050842
	Iteration 35Q: 3 clusters Score -471345.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -471347.500000 Penalty: 833.050842
	Iteration 36Q: 3 clusters Score -471347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -471348.250000 Penalty: 833.050842
	Iteration 37Q: 3 clusters Score -471348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -471348.250000 Penalty: 833.050842
	Iteration 38Q: 3 clusters Score -471348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -471349.406250 Penalty: 833.050842
	Iteration 39Q: 3 clusters Score -471349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -471351.093750 Penalty: 833.050842
	Iteration 40F: 3 clusters Score -471351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -471352.906250 Penalty: 833.050842
	Iteration 41Q: 3 clusters Score -471352.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -471352.906250 Penalty: 833.050842
	Iteration 42F: 3 clusters Score -471352.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Entering Unmasked Estep 
Score: -148682.734375 Penalty: 361.458252
	Iteration 0F: 2 clusters Score -148682.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -146717.484375 Penalty: 722.916504
	Iteration 0F: 3 clusters Score -146717.5 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -147566.828125 Penalty: 722.916504
	Iteration 1F: 3 clusters Score -147566.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -147744.968750 Penalty: 722.916504
	Iteration 2F: 3 clusters Score -147745 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -147886.687500 Penalty: 722.916504
	Iteration 3F: 3 clusters Score -147886.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -148007.937500 Penalty: 722.916504
	Iteration 4F: 3 clusters Score -148007.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -148143.656250 Penalty: 722.916504
	Iteration 5Q: 3 clusters Score -148143.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -148237.093750 Penalty: 722.916504
	Iteration 6Q: 3 clusters Score -148237.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -148279.843750 Penalty: 722.916504
	Iteration 7Q: 3 clusters Score -148279.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -148300.656250 Penalty: 722.916504
	Iteration 8Q: 3 clusters Score -148300.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -148312.312500 Penalty: 722.916504
	Iteration 9Q: 3 clusters Score -148312.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -148319.656250 Penalty: 722.916504
	Iteration 10Q: 3 clusters Score -148319.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -148325.421875 Penalty: 722.916504
	Iteration 11Q: 3 clusters Score -148325.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -148337.109375 Penalty: 722.916504
	Iteration 12Q: 3 clusters Score -148337.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -148348.718750 Penalty: 722.916504
	Iteration 13Q: 3 clusters Score -148348.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -148356.734375 Penalty: 722.916504
	Iteration 14Q: 3 clusters Score -148356.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -148360.703125 Penalty: 722.916504
	Iteration 15Q: 3 clusters Score -148360.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -148364.703125 Penalty: 722.916504
	Iteration 16Q: 3 clusters Score -148364.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -148367.234375 Penalty: 722.916504
	Iteration 17Q: 3 clusters Score -148367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -148368.593750 Penalty: 722.916504
	Iteration 18Q: 3 clusters Score -148368.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -148371.484375 Penalty: 722.916504
	Iteration 19Q: 3 clusters Score -148371.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -148373.468750 Penalty: 722.916504
	Iteration 20F: 3 clusters Score -148373.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -148378.390625 Penalty: 722.916504
	Iteration 21Q: 3 clusters Score -148378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -148382.156250 Penalty: 722.916504
	Iteration 22Q: 3 clusters Score -148382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -148383.328125 Penalty: 722.916504
	Iteration 23Q: 3 clusters Score -148383.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -148383.765625 Penalty: 722.916504
	Iteration 24Q: 3 clusters Score -148383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -148384.218750 Penalty: 722.916504
	Iteration 25Q: 3 clusters Score -148384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -148384.218750 Penalty: 722.916504
	Iteration 26F: 3 clusters Score -148384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -633442.937500 Penalty: 425.290985
	Iteration 0F: 2 clusters Score -633442.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -625852.062500 Penalty: 850.581970
	Iteration 0F: 3 clusters Score -625852.1 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -629162.375000 Penalty: 850.581970
	Iteration 1F: 3 clusters Score -629162.4 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -629641.875000 Penalty: 850.581970
	Iteration 2F: 3 clusters Score -629641.9 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -630318.937500 Penalty: 850.581970
	Iteration 3F: 3 clusters Score -630318.9 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -631217.500000 Penalty: 850.581970
	Iteration 4F: 3 clusters Score -631217.5 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -632096.312500 Penalty: 850.581970
	Iteration 5F: 3 clusters Score -632096.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -632677.250000 Penalty: 850.581970
	Iteration 6Q: 3 clusters Score -632677.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -632964.062500 Penalty: 850.581970
	Iteration 7Q: 3 clusters Score -632964.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -633045.562500 Penalty: 850.581970
	Iteration 8Q: 3 clusters Score -633045.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -633073.312500 Penalty: 850.581970
	Iteration 9Q: 3 clusters Score -633073.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -633089.187500 Penalty: 850.581970
	Iteration 10Q: 3 clusters Score -633089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -633092.125000 Penalty: 850.581970
	Iteration 11Q: 3 clusters Score -633092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -633093.750000 Penalty: 850.581970
	Iteration 12Q: 3 clusters Score -633093.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -633093.750000 Penalty: 850.581970
	Iteration 13F: 3 clusters Score -633093.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Entering Unmasked Estep 
Score: -304537.906250 Penalty: 394.753693
	Iteration 0F: 2 clusters Score -304537.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -300610.250000 Penalty: 789.507385
	Iteration 0F: 3 clusters Score -300610.2 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -302101.468750 Penalty: 789.507385
	Iteration 1F: 3 clusters Score -302101.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -302235.000000 Penalty: 789.507385
	Iteration 2F: 3 clusters Score -302235 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -302398.250000 Penalty: 789.507385
	Iteration 3F: 3 clusters Score -302398.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -302611.531250 Penalty: 789.507385
	Iteration 4F: 3 clusters Score -302611.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -302910.218750 Penalty: 789.507385
	Iteration 5F: 3 clusters Score -302910.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -303256.187500 Penalty: 789.507385
	Iteration 6F: 3 clusters Score -303256.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -303587.875000 Penalty: 789.507385
	Iteration 7F: 3 clusters Score -303587.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -303849.656250 Penalty: 789.507385
	Iteration 8Q: 3 clusters Score -303849.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -304008.125000 Penalty: 789.507385
	Iteration 9Q: 3 clusters Score -304008.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -304088.750000 Penalty: 789.507385
	Iteration 10Q: 3 clusters Score -304088.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -304131.937500 Penalty: 789.507385
	Iteration 11Q: 3 clusters Score -304131.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -304157.343750 Penalty: 789.507385
	Iteration 12Q: 3 clusters Score -304157.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -304174.218750 Penalty: 789.507385
	Iteration 13Q: 3 clusters Score -304174.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -304188.437500 Penalty: 789.507385
	Iteration 14Q: 3 clusters Score -304188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -304198.625000 Penalty: 789.507385
	Iteration 15Q: 3 clusters Score -304198.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -304207.843750 Penalty: 789.507385
	Iteration 16Q: 3 clusters Score -304207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -304212.250000 Penalty: 789.507385
	Iteration 17Q: 3 clusters Score -304212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -304216.062500 Penalty: 789.507385
	Iteration 18Q: 3 clusters Score -304216.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -304218.093750 Penalty: 789.507385
	Iteration 19Q: 3 clusters Score -304218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -304220.187500 Penalty: 789.507385
	Iteration 20F: 3 clusters Score -304220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -304220.968750 Penalty: 789.507385
	Iteration 21Q: 3 clusters Score -304221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -304222.125000 Penalty: 789.507385
	Iteration 22Q: 3 clusters Score -304222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -304222.125000 Penalty: 789.507385
	Iteration 23F: 3 clusters Score -304222.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (148779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148779 members 
Entering Unmasked Estep 
Score: -7740628.000000 Penalty: 541.914917
	Iteration 0F: 2 clusters Score -7740628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -7640976.000000 Penalty: 1083.829834
	Iteration 0F: 3 clusters Score -7640976 nChanged 73068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -7686627.500000 Penalty: 1083.829834
	Iteration 1F: 3 clusters Score -7686628 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 82207 members 
Entering Unmasked Estep 
Score: -7689631.500000 Penalty: 1083.829834
	Iteration 2Q: 3 clusters Score -7689632 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63080 members 
Mstep: Class 2 contains 85699 members 
Entering Unmasked Estep 
Score: -7694678.000000 Penalty: 1083.829834
	Iteration 3F: 3 clusters Score -7694678 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -7702439.000000 Penalty: 1083.829834
	Iteration 4F: 3 clusters Score -7702439 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -7711771.500000 Penalty: 1083.829834
	Iteration 5F: 3 clusters Score -7711772 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -7718784.000000 Penalty: 1083.829834
	Iteration 6F: 3 clusters Score -7718784 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 101055 members 
Entering Unmasked Estep 
Score: -7721687.500000 Penalty: 1083.829834
	Iteration 7Q: 3 clusters Score -7721688 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 103360 members 
Entering Unmasked Estep 
Score: -7723111.000000 Penalty: 1083.829834
	Iteration 8Q: 3 clusters Score -7723111 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 105582 members 
Entering Unmasked Estep 
Score: -7724273.000000 Penalty: 1083.829834
	Iteration 9Q: 3 clusters Score -7724273 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 107788 members 
Entering Unmasked Estep 
Score: -7725563.500000 Penalty: 1083.829834
	Iteration 10Q: 3 clusters Score -7725564 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 109949 members 
Entering Unmasked Estep 
Score: -7726985.500000 Penalty: 1083.829834
	Iteration 11Q: 3 clusters Score -7726986 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 112077 members 
Entering Unmasked Estep 
Score: -7728661.000000 Penalty: 1083.829834
	Iteration 12Q: 3 clusters Score -7728661 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 114104 members 
Entering Unmasked Estep 
Score: -7730591.500000 Penalty: 1083.829834
	Iteration 13Q: 3 clusters Score -7730592 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 115888 members 
Entering Unmasked Estep 
Score: -7732492.000000 Penalty: 1083.829834
	Iteration 14Q: 3 clusters Score -7732492 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 117378 members 
Entering Unmasked Estep 
Score: -7734176.500000 Penalty: 1083.829834
	Iteration 15Q: 3 clusters Score -7734176 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 118543 members 
Entering Unmasked Estep 
Score: -7735583.000000 Penalty: 1083.829834
	Iteration 16Q: 3 clusters Score -7735583 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 119509 members 
Entering Unmasked Estep 
Score: -7736712.000000 Penalty: 1083.829834
	Iteration 17Q: 3 clusters Score -7736712 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 120296 members 
Entering Unmasked Estep 
Score: -7737433.500000 Penalty: 1083.829834
	Iteration 18Q: 3 clusters Score -7737434 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 120990 members 
Entering Unmasked Estep 
Score: -7737985.000000 Penalty: 1083.829834
	Iteration 19Q: 3 clusters Score -7737985 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 121653 members 
Entering Unmasked Estep 
Score: -7738367.000000 Penalty: 1083.829834
	Iteration 20F: 3 clusters Score -7738367 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 122274 members 
Entering Unmasked Estep 
Score: -7738680.500000 Penalty: 1083.829834
	Iteration 21Q: 3 clusters Score -7738680 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 122942 members 
Entering Unmasked Estep 
Score: -7738884.500000 Penalty: 1083.829834
	Iteration 22Q: 3 clusters Score -7738884 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 123568 members 
Entering Unmasked Estep 
Score: -7739019.500000 Penalty: 1083.829834
	Iteration 23Q: 3 clusters Score -7739020 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 124175 members 
Entering Unmasked Estep 
Score: -7739160.500000 Penalty: 1083.829834
	Iteration 24Q: 3 clusters Score -7739160 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 124780 members 
Entering Unmasked Estep 
Score: -7739285.000000 Penalty: 1083.829834
	Iteration 25Q: 3 clusters Score -7739285 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 125366 members 
Entering Unmasked Estep 
Score: -7739355.500000 Penalty: 1083.829834
	Iteration 26Q: 3 clusters Score -7739356 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 125946 members 
Entering Unmasked Estep 
Score: -7739444.500000 Penalty: 1083.829834
	Iteration 27Q: 3 clusters Score -7739444 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7739515 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 126975 members 
Entering Unmasked Estep 
Score: -7739547.500000 Penalty: 1083.829834
	Iteration 29Q: 3 clusters Score -7739548 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 127472 members 
Entering Unmasked Estep 
Score: -7739598.500000 Penalty: 1083.829834
	Iteration 30Q: 3 clusters Score -7739598 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 127929 members 
Entering Unmasked Estep 
Score: -7739604.500000 Penalty: 1083.829834
	Iteration 31Q: 3 clusters Score -7739604 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 128378 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7739657 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 128841 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7739706 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 129286 members 
Entering Unmasked Estep 
Score: -7739693.500000 Penalty: 1083.829834
	Iteration 34Q: 3 clusters Score -7739694 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 129724 members 
Entering Unmasked Estep 
Score: -7739718.000000 Penalty: 1083.829834
	Iteration 35Q: 3 clusters Score -7739718 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 130161 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7739746 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 130580 members 
Entering Unmasked Estep 
Score: -7739764.500000 Penalty: 1083.829834
	Iteration 37Q: 3 clusters Score -7739764 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 130984 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7739767 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 131371 members 
Entering Unmasked Estep 
Score: -7739769.500000 Penalty: 1083.829834
	Iteration 39Q: 3 clusters Score -7739770 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 131765 members 
Entering Unmasked Estep 
Score: -7739793.000000 Penalty: 1083.829834
	Iteration 40F: 3 clusters Score -7739793 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 132129 members 
Entering Unmasked Estep 
Score: -7739817.500000 Penalty: 1083.829834
	Iteration 41Q: 3 clusters Score -7739818 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 132457 members 
Entering Unmasked Estep 
Score: -7739812.000000 Penalty: 1083.829834
	Iteration 42Q: 3 clusters Score -7739812 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 132797 members 
Entering Unmasked Estep 
Score: -7739825.000000 Penalty: 1083.829834
	Iteration 43Q: 3 clusters Score -7739825 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -7739876.000000 Penalty: 1083.829834
	Iteration 44Q: 3 clusters Score -7739876 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 133481 members 
Entering Unmasked Estep 
Score: -7739899.000000 Penalty: 1083.829834
	Iteration 45Q: 3 clusters Score -7739899 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 133818 members 
Entering Unmasked Estep 
Score: -7739952.000000 Penalty: 1083.829834
	Iteration 46Q: 3 clusters Score -7739952 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 134158 members 
Entering Unmasked Estep 
Score: -7740007.500000 Penalty: 1083.829834
	Iteration 47Q: 3 clusters Score -7740008 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 134475 members 
Entering Unmasked Estep 
Score: -7740039.000000 Penalty: 1083.829834
	Iteration 48Q: 3 clusters Score -7740039 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 134775 members 
Entering Unmasked Estep 
Score: -7740046.000000 Penalty: 1083.829834
	Iteration 49Q: 3 clusters Score -7740046 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 135056 members 
Entering Unmasked Estep 
Score: -7740072.500000 Penalty: 1083.829834
	Iteration 50Q: 3 clusters Score -7740072 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -7740110.500000 Penalty: 1083.829834
	Iteration 51Q: 3 clusters Score -7740110 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 135576 members 
Entering Unmasked Estep 
Score: -7740102.500000 Penalty: 1083.829834
	Iteration 52Q: 3 clusters Score -7740102 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 135835 members 
Entering Unmasked Estep 
Score: -7740128.000000 Penalty: 1083.829834
	Iteration 53Q: 3 clusters Score -7740128 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 136066 members 
Entering Unmasked Estep 
Score: -7740123.500000 Penalty: 1083.829834
	Iteration 54Q: 3 clusters Score -7740124 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 136309 members 
Entering Unmasked Estep 
Score: -7740132.500000 Penalty: 1083.829834
	Iteration 55Q: 3 clusters Score -7740132 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 136526 members 
Entering Unmasked Estep 
Score: -7740142.000000 Penalty: 1083.829834
	Iteration 56Q: 3 clusters Score -7740142 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 136741 members 
Entering Unmasked Estep 
Score: -7740160.500000 Penalty: 1083.829834
	Iteration 57Q: 3 clusters Score -7740160 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 136965 members 
Entering Unmasked Estep 
Score: -7740127.000000 Penalty: 1083.829834
	Iteration 58Q: 3 clusters Score -7740127 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 137169 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7740128 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -7740112.000000 Penalty: 1083.829834
	Iteration 60F: 3 clusters Score -7740112 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 137565 members 
Entering Unmasked Estep 
Score: -7740146.500000 Penalty: 1083.829834
	Iteration 61Q: 3 clusters Score -7740146 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 137768 members 
Entering Unmasked Estep 
Score: -7740159.500000 Penalty: 1083.829834
	Iteration 62Q: 3 clusters Score -7740160 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 137967 members 
Entering Unmasked Estep 
Score: -7740169.500000 Penalty: 1083.829834
	Iteration 63Q: 3 clusters Score -7740170 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 138153 members 
Entering Unmasked Estep 
Score: -7740179.500000 Penalty: 1083.829834
	Iteration 64Q: 3 clusters Score -7740180 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 138341 members 
Entering Unmasked Estep 
Score: -7740187.000000 Penalty: 1083.829834
	Iteration 65Q: 3 clusters Score -7740187 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 138529 members 
Entering Unmasked Estep 
Score: -7740199.500000 Penalty: 1083.829834
	Iteration 66Q: 3 clusters Score -7740200 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 138727 members 
Entering Unmasked Estep 
Score: -7740192.500000 Penalty: 1083.829834
	Iteration 67Q: 3 clusters Score -7740192 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 138898 members 
Entering Unmasked Estep 
Score: -7740198.000000 Penalty: 1083.829834
	Iteration 68Q: 3 clusters Score -7740198 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 139049 members 
Entering Unmasked Estep 
Score: -7740214.000000 Penalty: 1083.829834
	Iteration 69Q: 3 clusters Score -7740214 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 139178 members 
Entering Unmasked Estep 
Score: -7740222.000000 Penalty: 1083.829834
	Iteration 70Q: 3 clusters Score -7740222 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 139296 members 
Entering Unmasked Estep 
Score: -7740240.000000 Penalty: 1083.829834
	Iteration 71Q: 3 clusters Score -7740240 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 139434 members 
Entering Unmasked Estep 
Score: -7740252.000000 Penalty: 1083.829834
	Iteration 72Q: 3 clusters Score -7740252 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 139566 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7740252 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 139708 members 
Entering Unmasked Estep 
Score: -7740247.500000 Penalty: 1083.829834
	Iteration 74Q: 3 clusters Score -7740248 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 139868 members 
Entering Unmasked Estep 
Score: -7740226.500000 Penalty: 1083.829834
	Iteration 75Q: 3 clusters Score -7740226 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 140009 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7740226 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 140140 members 
Entering Unmasked Estep 
Score: -7740215.500000 Penalty: 1083.829834
	Iteration 77Q: 3 clusters Score -7740216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 140258 members 
Entering Unmasked Estep 
Score: -7740215.000000 Penalty: 1083.829834
	Iteration 78Q: 3 clusters Score -7740215 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 140375 members 
Entering Unmasked Estep 
Score: -7740213.500000 Penalty: 1083.829834
	Iteration 79Q: 3 clusters Score -7740214 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 140491 members 
Entering Unmasked Estep 
Score: -7740217.500000 Penalty: 1083.829834
	Iteration 80F: 3 clusters Score -7740218 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 140611 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7740217 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 140723 members 
Entering Unmasked Estep 
Score: -7740213.000000 Penalty: 1083.829834
	Iteration 82Q: 3 clusters Score -7740213 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 140814 members 
Entering Unmasked Estep 
Score: -7740217.500000 Penalty: 1083.829834
	Iteration 83Q: 3 clusters Score -7740218 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 140894 members 
Entering Unmasked Estep 
Score: -7740208.000000 Penalty: 1083.829834
	Iteration 84Q: 3 clusters Score -7740208 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 140981 members 
Entering Unmasked Estep 
Score: -7740192.500000 Penalty: 1083.829834
	Iteration 85Q: 3 clusters Score -7740192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 141059 members 
Entering Unmasked Estep 
Score: -7740186.500000 Penalty: 1083.829834
	Iteration 86Q: 3 clusters Score -7740186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 141124 members 
Entering Unmasked Estep 
Score: -7740187.000000 Penalty: 1083.829834
	Iteration 87Q: 3 clusters Score -7740187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 141189 members 
Entering Unmasked Estep 
Score: -7740174.500000 Penalty: 1083.829834
	Iteration 88Q: 3 clusters Score -7740174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 141238 members 
Entering Unmasked Estep 
Score: -7740173.000000 Penalty: 1083.829834
	Iteration 89Q: 3 clusters Score -7740173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 141283 members 
Entering Unmasked Estep 
Score: -7740160.000000 Penalty: 1083.829834
	Iteration 90Q: 3 clusters Score -7740160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 141319 members 
Entering Unmasked Estep 
Score: -7740184.000000 Penalty: 1083.829834
	Iteration 91Q: 3 clusters Score -7740184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 141358 members 
Entering Unmasked Estep 
Score: -7740178.500000 Penalty: 1083.829834
	Iteration 92Q: 3 clusters Score -7740178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 141385 members 
Entering Unmasked Estep 
Score: -7740174.000000 Penalty: 1083.829834
	Iteration 93Q: 3 clusters Score -7740174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 141418 members 
Entering Unmasked Estep 
Score: -7740173.000000 Penalty: 1083.829834
	Iteration 94Q: 3 clusters Score -7740173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 141447 members 
Entering Unmasked Estep 
Score: -7740167.500000 Penalty: 1083.829834
	Iteration 95Q: 3 clusters Score -7740168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 141481 members 
Entering Unmasked Estep 
Score: -7740162.000000 Penalty: 1083.829834
	Iteration 96Q: 3 clusters Score -7740162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 141509 members 
Entering Unmasked Estep 
Score: -7740154.000000 Penalty: 1083.829834
	Iteration 97Q: 3 clusters Score -7740154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 141540 members 
Entering Unmasked Estep 
Score: -7740155.000000 Penalty: 1083.829834
	Iteration 98Q: 3 clusters Score -7740155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 141582 members 
Entering Unmasked Estep 
Score: -7740159.000000 Penalty: 1083.829834
	Iteration 99Q: 3 clusters Score -7740159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 141622 members 
Entering Unmasked Estep 
Score: -7740163.000000 Penalty: 1083.829834
	Iteration 100F: 3 clusters Score -7740163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 141663 members 
Entering Unmasked Estep 
Score: -7740159.500000 Penalty: 1083.829834
	Iteration 101Q: 3 clusters Score -7740160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 141707 members 
Entering Unmasked Estep 
Score: -7740146.500000 Penalty: 1083.829834
	Iteration 102Q: 3 clusters Score -7740146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 141755 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7740146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 141799 members 
Entering Unmasked Estep 
Score: -7740135.500000 Penalty: 1083.829834
	Iteration 104Q: 3 clusters Score -7740136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 141846 members 
Entering Unmasked Estep 
Score: -7740109.500000 Penalty: 1083.829834
	Iteration 105Q: 3 clusters Score -7740110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 141896 members 
Entering Unmasked Estep 
Score: -7740113.500000 Penalty: 1083.829834
	Iteration 106Q: 3 clusters Score -7740114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 141942 members 
Entering Unmasked Estep 
Score: -7740107.000000 Penalty: 1083.829834
	Iteration 107Q: 3 clusters Score -7740107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 141986 members 
Entering Unmasked Estep 
Score: -7740107.000000 Penalty: 1083.829834
	Iteration 108Q: 3 clusters Score -7740107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 142028 members 
Entering Unmasked Estep 
Score: -7740097.000000 Penalty: 1083.829834
	Iteration 109Q: 3 clusters Score -7740097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 142076 members 
Entering Unmasked Estep 
Score: -7740092.000000 Penalty: 1083.829834
	Iteration 110Q: 3 clusters Score -7740092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 142124 members 
Entering Unmasked Estep 
Score: -7740101.500000 Penalty: 1083.829834
	Iteration 111Q: 3 clusters Score -7740102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 142173 members 
Entering Unmasked Estep 
Score: -7740105.000000 Penalty: 1083.829834
	Iteration 112Q: 3 clusters Score -7740105 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 142220 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7740106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 142262 members 
Entering Unmasked Estep 
Score: -7740111.000000 Penalty: 1083.829834
	Iteration 114Q: 3 clusters Score -7740111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 142304 members 
Entering Unmasked Estep 
Score: -7740101.000000 Penalty: 1083.829834
	Iteration 115Q: 3 clusters Score -7740101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 142342 members 
Entering Unmasked Estep 
Score: -7740097.000000 Penalty: 1083.829834
	Iteration 116Q: 3 clusters Score -7740097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 142375 members 
Entering Unmasked Estep 
Score: -7740102.000000 Penalty: 1083.829834
	Iteration 117Q: 3 clusters Score -7740102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 142408 members 
Entering Unmasked Estep 
Score: -7740099.500000 Penalty: 1083.829834
	Iteration 118Q: 3 clusters Score -7740100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 142436 members 
Entering Unmasked Estep 
Score: -7740095.000000 Penalty: 1083.829834
	Iteration 119Q: 3 clusters Score -7740095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 142457 members 
Entering Unmasked Estep 
Score: -7740082.000000 Penalty: 1083.829834
	Iteration 120F: 3 clusters Score -7740082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
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Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 142493 members 
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Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 142517 members 
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Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 142537 members 
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Mstep: Class 1 contains 6225 members 
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	Iteration 125Q: 3 clusters Score -7740081 nChanged 13
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Mstep: Class 1 contains 6212 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7740078 nChanged 10
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Mstep: Class 1 contains 6202 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6194 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6156 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7740076 nChanged 7
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Mstep: Class 1 contains 6149 members 
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	Iteration 132Q: 3 clusters Score -7740082 nChanged 13
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Mstep: Class 1 contains 6136 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6115 members 
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	Iteration 134Q: 3 clusters Score -7740076 nChanged 23
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Mstep: Class 1 contains 6092 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7740081 nChanged 17
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Mstep: Class 1 contains 6075 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6055 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6034 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6014 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 142787 members 
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	Iteration 140F: 3 clusters Score -7740084 nChanged 27
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Mstep: Class 1 contains 5965 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7740088 nChanged 37
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Mstep: Class 1 contains 5930 members 
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	Iteration 142Q: 3 clusters Score -7740080 nChanged 34
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Mstep: Class 1 contains 5896 members 
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	Iteration 143Q: 3 clusters Score -7740084 nChanged 47
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Mstep: Class 1 contains 5849 members 
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Mstep: Class 1 contains 5787 members 
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Mstep: Class 1 contains 5732 members 
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Mstep: Class 1 contains 5684 members 
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	Iteration 147Q: 3 clusters Score -7740071 nChanged 62
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	Iteration 148Q: 3 clusters Score -7740063 nChanged 57
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	Iteration 150Q: 3 clusters Score -7740060 nChanged 56
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7740052 nChanged 39
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Mstep: Class 1 contains 5273 members 
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Mstep: Class 1 contains 5184 members 
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Mstep: Class 1 contains 5145 members 
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	Iteration 158Q: 3 clusters Score -7740054 nChanged 39
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Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 143673 members 
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	Iteration 159Q: 3 clusters Score -7740058 nChanged 28
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Mstep: Class 1 contains 5078 members 
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	Iteration 160F: 3 clusters Score -7740065 nChanged 27
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Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 143728 members 
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	Iteration 161Q: 3 clusters Score -7740054 nChanged 28
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Mstep: Class 1 contains 5023 members 
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	Iteration 162Q: 3 clusters Score -7740059 nChanged 22
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Mstep: Class 1 contains 5001 members 
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	Iteration 163Q: 3 clusters Score -7740058 nChanged 21
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Mstep: Class 1 contains 4980 members 
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	Iteration 164Q: 3 clusters Score -7740038 nChanged 23
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Mstep: Class 1 contains 4957 members 
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	Iteration 165Q: 3 clusters Score -7740038 nChanged 20
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Mstep: Class 1 contains 4937 members 
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	Iteration 166Q: 3 clusters Score -7740046 nChanged 20
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	Iteration 167Q: 3 clusters Score -7740043 nChanged 12
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Mstep: Class 1 contains 4907 members 
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	Iteration 168Q: 3 clusters Score -7740046 nChanged 10
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Mstep: Class 1 contains 4899 members 
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	Iteration 169Q: 3 clusters Score -7740046 nChanged 12
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Mstep: Class 1 contains 4887 members 
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	Iteration 170Q: 3 clusters Score -7740040 nChanged 16
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Mstep: Class 1 contains 4871 members 
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	Iteration 171Q: 3 clusters Score -7740036 nChanged 18
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Mstep: Class 1 contains 4853 members 
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	Iteration 172Q: 3 clusters Score -7740031 nChanged 16
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	Iteration 173Q: 3 clusters Score -7740036 nChanged 21
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	Iteration 174Q: 3 clusters Score -7740032 nChanged 23
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Mstep: Class 1 contains 4795 members 
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	Iteration 175Q: 3 clusters Score -7740028 nChanged 27
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	Iteration 176Q: 3 clusters Score -7740006 nChanged 25
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	Iteration 177Q: 3 clusters Score -7740014 nChanged 24
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	Iteration 178Q: 3 clusters Score -7740018 nChanged 20
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Mstep: Class 1 contains 4699 members 
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	Iteration 179Q: 3 clusters Score -7740014 nChanged 20
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Mstep: Class 1 contains 4679 members 
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	Iteration 180F: 3 clusters Score -7740016 nChanged 16
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7740021 nChanged 11
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Mstep: Class 1 contains 4654 members 
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	Iteration 182Q: 3 clusters Score -7740020 nChanged 9
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Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 144134 members 
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	Iteration 183Q: 3 clusters Score -7740020 nChanged 10
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	Iteration 184Q: 3 clusters Score -7740014 nChanged 15
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	Iteration 185Q: 3 clusters Score -7740012 nChanged 14
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Mstep: Class 1 contains 4606 members 
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	Iteration 186Q: 3 clusters Score -7740014 nChanged 16
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Mstep: Class 1 contains 4590 members 
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	Iteration 187Q: 3 clusters Score -7740004 nChanged 18
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	Iteration 188Q: 3 clusters Score -7740008 nChanged 20
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	Iteration 189Q: 3 clusters Score -7740014 nChanged 17
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	Iteration 190Q: 3 clusters Score -7740014 nChanged 20
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	Iteration 191Q: 3 clusters Score -7740009 nChanged 17
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	Iteration 192Q: 3 clusters Score -7740010 nChanged 13
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	Iteration 193Q: 3 clusters Score -7740004 nChanged 14
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	Iteration 194Q: 3 clusters Score -7740004 nChanged 12
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	Iteration 195Q: 3 clusters Score -7740006 nChanged 10
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	Iteration 196Q: 3 clusters Score -7740008 nChanged 14
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	Iteration 197Q: 3 clusters Score -7740010 nChanged 14
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	Iteration 198Q: 3 clusters Score -7740005 nChanged 19
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	Iteration 199Q: 3 clusters Score -7740000 nChanged 16
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Mstep: Class 1 contains 4386 members 
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	Iteration 200F: 3 clusters Score -7739992 nChanged 16
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Mstep: Class 1 contains 4372 members 
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	Iteration 201Q: 3 clusters Score -7739994 nChanged 11
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Mstep: Class 1 contains 4361 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7739994 nChanged 16
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	Iteration 203Q: 3 clusters Score -7740002 nChanged 23
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Mstep: Class 1 contains 4324 members 
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	Iteration 204Q: 3 clusters Score -7740007 nChanged 19
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	Iteration 205Q: 3 clusters Score -7740006 nChanged 21
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Mstep: Class 1 contains 4284 members 
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	Iteration 206Q: 3 clusters Score -7739994 nChanged 17
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Mstep: Class 1 contains 4267 members 
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	Iteration 207Q: 3 clusters Score -7739992 nChanged 10
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Mstep: Class 1 contains 4257 members 
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	Iteration 208Q: 3 clusters Score -7739994 nChanged 19
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Mstep: Class 1 contains 4238 members 
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	Iteration 209Q: 3 clusters Score -7739994 nChanged 21
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	Iteration 210Q: 3 clusters Score -7740006 nChanged 20
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Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 144570 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7740006 nChanged 18
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -7740004 nChanged 17
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	Iteration 213Q: 3 clusters Score -7740004 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 144617 members 
Entering Unmasked Estep 
Score: -7739991.500000 Penalty: 1083.829834
	Iteration 214Q: 3 clusters Score -7739992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 144632 members 
Entering Unmasked Estep 
Score: -7739995.000000 Penalty: 1083.829834
	Iteration 215Q: 3 clusters Score -7739995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 144651 members 
Entering Unmasked Estep 
Score: -7739995.500000 Penalty: 1083.829834
	Iteration 216Q: 3 clusters Score -7739996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 144661 members 
Entering Unmasked Estep 
Score: -7739997.000000 Penalty: 1083.829834
	Iteration 217Q: 3 clusters Score -7739997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 144671 members 
Entering Unmasked Estep 
Score: -7739995.000000 Penalty: 1083.829834
	Iteration 218Q: 3 clusters Score -7739995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 144679 members 
Entering Unmasked Estep 
Score: -7740003.000000 Penalty: 1083.829834
	Iteration 219Q: 3 clusters Score -7740003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 144685 members 
Entering Unmasked Estep 
Score: -7739994.000000 Penalty: 1083.829834
	Iteration 220F: 3 clusters Score -7739994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 144692 members 
Entering Unmasked Estep 
Score: -7739998.500000 Penalty: 1083.829834
	Iteration 221Q: 3 clusters Score -7739998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 144696 members 
Entering Unmasked Estep 
Score: -7739997.500000 Penalty: 1083.829834
	Iteration 222Q: 3 clusters Score -7739998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 144700 members 
Entering Unmasked Estep 
Score: -7739993.500000 Penalty: 1083.829834
	Iteration 223Q: 3 clusters Score -7739994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 144704 members 
Entering Unmasked Estep 
Score: -7739994.500000 Penalty: 1083.829834
	Iteration 224Q: 3 clusters Score -7739994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 144709 members 
Entering Unmasked Estep 
Score: -7739990.500000 Penalty: 1083.829834
	Iteration 225Q: 3 clusters Score -7739990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 144713 members 
Entering Unmasked Estep 
Score: -7739988.500000 Penalty: 1083.829834
	Iteration 226Q: 3 clusters Score -7739988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 144719 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -7739990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 144729 members 
Entering Unmasked Estep 
Score: -7739990.500000 Penalty: 1083.829834
	Iteration 228Q: 3 clusters Score -7739990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 144740 members 
Entering Unmasked Estep 
Score: -7739987.500000 Penalty: 1083.829834
	Iteration 229Q: 3 clusters Score -7739988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 144752 members 
Entering Unmasked Estep 
Score: -7739974.000000 Penalty: 1083.829834
	Iteration 230Q: 3 clusters Score -7739974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 144767 members 
Entering Unmasked Estep 
Score: -7739966.500000 Penalty: 1083.829834
	Iteration 231Q: 3 clusters Score -7739966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 144778 members 
Entering Unmasked Estep 
Score: -7739971.500000 Penalty: 1083.829834
	Iteration 232Q: 3 clusters Score -7739972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 144791 members 
Entering Unmasked Estep 
Score: -7739974.500000 Penalty: 1083.829834
	Iteration 233Q: 3 clusters Score -7739974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 144809 members 
Entering Unmasked Estep 
Score: -7739969.500000 Penalty: 1083.829834
	Iteration 234Q: 3 clusters Score -7739970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 144834 members 
Entering Unmasked Estep 
Score: -7739952.500000 Penalty: 1083.829834
	Iteration 235Q: 3 clusters Score -7739952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 144858 members 
Entering Unmasked Estep 
Score: -7739963.500000 Penalty: 1083.829834
	Iteration 236Q: 3 clusters Score -7739964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 144878 members 
Entering Unmasked Estep 
Score: -7739978.000000 Penalty: 1083.829834
	Iteration 237Q: 3 clusters Score -7739978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 144898 members 
Entering Unmasked Estep 
Score: -7739972.000000 Penalty: 1083.829834
	Iteration 238Q: 3 clusters Score -7739972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 144912 members 
Entering Unmasked Estep 
Score: -7739977.500000 Penalty: 1083.829834
	Iteration 239Q: 3 clusters Score -7739978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 144928 members 
Entering Unmasked Estep 
Score: -7739978.000000 Penalty: 1083.829834
	Iteration 240F: 3 clusters Score -7739978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 144944 members 
Entering Unmasked Estep 
Score: -7739977.000000 Penalty: 1083.829834
	Iteration 241Q: 3 clusters Score -7739977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 144962 members 
Entering Unmasked Estep 
Score: -7739980.000000 Penalty: 1083.829834
	Iteration 242Q: 3 clusters Score -7739980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 144984 members 
Entering Unmasked Estep 
Score: -7739973.000000 Penalty: 1083.829834
	Iteration 243Q: 3 clusters Score -7739973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 145006 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -7739968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 145029 members 
Entering Unmasked Estep 
Score: -7739965.500000 Penalty: 1083.829834
	Iteration 245Q: 3 clusters Score -7739966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 145046 members 
Entering Unmasked Estep 
Score: -7739955.500000 Penalty: 1083.829834
	Iteration 246Q: 3 clusters Score -7739956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 145071 members 
Entering Unmasked Estep 
Score: -7739953.000000 Penalty: 1083.829834
	Iteration 247Q: 3 clusters Score -7739953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 145090 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -7739956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 145106 members 
Entering Unmasked Estep 
Score: -7739960.000000 Penalty: 1083.829834
	Iteration 249Q: 3 clusters Score -7739960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -7739950.000000 Penalty: 1083.829834
	Iteration 250Q: 3 clusters Score -7739950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 145167 members 
Entering Unmasked Estep 
Score: -7739945.000000 Penalty: 1083.829834
	Iteration 251Q: 3 clusters Score -7739945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 145189 members 
Entering Unmasked Estep 
Score: -7739938.000000 Penalty: 1083.829834
	Iteration 252Q: 3 clusters Score -7739938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 145212 members 
Entering Unmasked Estep 
Score: -7739941.000000 Penalty: 1083.829834
	Iteration 253Q: 3 clusters Score -7739941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 145240 members 
Entering Unmasked Estep 
Score: -7739946.500000 Penalty: 1083.829834
	Iteration 254Q: 3 clusters Score -7739946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 145267 members 
Entering Unmasked Estep 
Score: -7739948.000000 Penalty: 1083.829834
	Iteration 255Q: 3 clusters Score -7739948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 145290 members 
Entering Unmasked Estep 
Score: -7739951.000000 Penalty: 1083.829834
	Iteration 256Q: 3 clusters Score -7739951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 145314 members 
Entering Unmasked Estep 
Score: -7739947.000000 Penalty: 1083.829834
	Iteration 257Q: 3 clusters Score -7739947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 145350 members 
Entering Unmasked Estep 
Score: -7739943.500000 Penalty: 1083.829834
	Iteration 258Q: 3 clusters Score -7739944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 145377 members 
Entering Unmasked Estep 
Score: -7739945.000000 Penalty: 1083.829834
	Iteration 259Q: 3 clusters Score -7739945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 145406 members 
Entering Unmasked Estep 
Score: -7739935.000000 Penalty: 1083.829834
	Iteration 260F: 3 clusters Score -7739935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 145438 members 
Entering Unmasked Estep 
Score: -7739931.500000 Penalty: 1083.829834
	Iteration 261Q: 3 clusters Score -7739932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 145463 members 
Entering Unmasked Estep 
Score: -7739927.000000 Penalty: 1083.829834
	Iteration 262Q: 3 clusters Score -7739927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 145488 members 
Entering Unmasked Estep 
Score: -7739920.000000 Penalty: 1083.829834
	Iteration 263Q: 3 clusters Score -7739920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 145521 members 
Entering Unmasked Estep 
Score: -7739905.000000 Penalty: 1083.829834
	Iteration 264Q: 3 clusters Score -7739905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 145545 members 
Entering Unmasked Estep 
Score: -7739906.500000 Penalty: 1083.829834
	Iteration 265Q: 3 clusters Score -7739906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 145562 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -7739905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 145585 members 
Entering Unmasked Estep 
Score: -7739910.000000 Penalty: 1083.829834
	Iteration 267Q: 3 clusters Score -7739910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 145609 members 
Entering Unmasked Estep 
Score: -7739915.000000 Penalty: 1083.829834
	Iteration 268Q: 3 clusters Score -7739915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 145625 members 
Entering Unmasked Estep 
Score: -7739908.500000 Penalty: 1083.829834
	Iteration 269Q: 3 clusters Score -7739908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 145640 members 
Entering Unmasked Estep 
Score: -7739916.000000 Penalty: 1083.829834
	Iteration 270Q: 3 clusters Score -7739916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 145659 members 
Entering Unmasked Estep 
Score: -7739917.500000 Penalty: 1083.829834
	Iteration 271Q: 3 clusters Score -7739918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 145680 members 
Entering Unmasked Estep 
Score: -7739918.500000 Penalty: 1083.829834
	Iteration 272Q: 3 clusters Score -7739918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 145698 members 
Entering Unmasked Estep 
Score: -7739910.000000 Penalty: 1083.829834
	Iteration 273Q: 3 clusters Score -7739910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 145713 members 
Entering Unmasked Estep 
Score: -7739913.500000 Penalty: 1083.829834
	Iteration 274Q: 3 clusters Score -7739914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 145733 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -7739914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 145755 members 
Entering Unmasked Estep 
Score: -7739908.000000 Penalty: 1083.829834
	Iteration 276Q: 3 clusters Score -7739908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 145777 members 
Entering Unmasked Estep 
Score: -7739924.500000 Penalty: 1083.829834
	Iteration 277Q: 3 clusters Score -7739924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 145800 members 
Entering Unmasked Estep 
Score: -7739922.000000 Penalty: 1083.829834
	Iteration 278Q: 3 clusters Score -7739922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 145836 members 
Entering Unmasked Estep 
Score: -7739927.000000 Penalty: 1083.829834
	Iteration 279Q: 3 clusters Score -7739927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 145871 members 
Entering Unmasked Estep 
Score: -7739929.000000 Penalty: 1083.829834
	Iteration 280F: 3 clusters Score -7739929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 145899 members 
Entering Unmasked Estep 
Score: -7739928.000000 Penalty: 1083.829834
	Iteration 281Q: 3 clusters Score -7739928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 145922 members 
Entering Unmasked Estep 
Score: -7739931.000000 Penalty: 1083.829834
	Iteration 282Q: 3 clusters Score -7739931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 145944 members 
Entering Unmasked Estep 
Score: -7739934.000000 Penalty: 1083.829834
	Iteration 283Q: 3 clusters Score -7739934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 145969 members 
Entering Unmasked Estep 
Score: -7739944.500000 Penalty: 1083.829834
	Iteration 284Q: 3 clusters Score -7739944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 145995 members 
Entering Unmasked Estep 
Score: -7739949.000000 Penalty: 1083.829834
	Iteration 285Q: 3 clusters Score -7739949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 146021 members 
Entering Unmasked Estep 
Score: -7739947.000000 Penalty: 1083.829834
	Iteration 286Q: 3 clusters Score -7739947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -7739958.500000 Penalty: 1083.829834
	Iteration 287Q: 3 clusters Score -7739958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 146069 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -7739958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 146094 members 
Entering Unmasked Estep 
Score: -7739971.000000 Penalty: 1083.829834
	Iteration 289Q: 3 clusters Score -7739971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 146125 members 
Entering Unmasked Estep 
Score: -7739972.000000 Penalty: 1083.829834
	Iteration 290Q: 3 clusters Score -7739972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 146157 members 
Entering Unmasked Estep 
Score: -7739981.500000 Penalty: 1083.829834
	Iteration 291Q: 3 clusters Score -7739982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 146189 members 
Entering Unmasked Estep 
Score: -7739978.000000 Penalty: 1083.829834
	Iteration 292Q: 3 clusters Score -7739978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 146219 members 
Entering Unmasked Estep 
Score: -7739993.500000 Penalty: 1083.829834
	Iteration 293Q: 3 clusters Score -7739994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 146250 members 
Entering Unmasked Estep 
Score: -7740007.000000 Penalty: 1083.829834
	Iteration 294Q: 3 clusters Score -7740007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 146288 members 
Entering Unmasked Estep 
Score: -7740009.000000 Penalty: 1083.829834
	Iteration 295Q: 3 clusters Score -7740009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 146320 members 
Entering Unmasked Estep 
Score: -7740015.000000 Penalty: 1083.829834
	Iteration 296Q: 3 clusters Score -7740015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 146348 members 
Entering Unmasked Estep 
Score: -7740010.000000 Penalty: 1083.829834
	Iteration 297Q: 3 clusters Score -7740010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 146380 members 
Entering Unmasked Estep 
Score: -7740004.500000 Penalty: 1083.829834
	Iteration 298Q: 3 clusters Score -7740004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 146419 members 
Entering Unmasked Estep 
Score: -7740000.500000 Penalty: 1083.829834
	Iteration 299Q: 3 clusters Score -7740000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 146450 members 
Entering Unmasked Estep 
Score: -7740008.500000 Penalty: 1083.829834
	Iteration 300F: 3 clusters Score -7740008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 146489 members 
Entering Unmasked Estep 
Score: -7740006.500000 Penalty: 1083.829834
	Iteration 301Q: 3 clusters Score -7740006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 146528 members 
Entering Unmasked Estep 
Score: -7740013.500000 Penalty: 1083.829834
	Iteration 302Q: 3 clusters Score -7740014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 146557 members 
Entering Unmasked Estep 
Score: -7740021.000000 Penalty: 1083.829834
	Iteration 303Q: 3 clusters Score -7740021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 146582 members 
Entering Unmasked Estep 
Score: -7740030.000000 Penalty: 1083.829834
	Iteration 304Q: 3 clusters Score -7740030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 146605 members 
Entering Unmasked Estep 
Score: -7740035.500000 Penalty: 1083.829834
	Iteration 305Q: 3 clusters Score -7740036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 146630 members 
Entering Unmasked Estep 
Score: -7740033.000000 Penalty: 1083.829834
	Iteration 306Q: 3 clusters Score -7740033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 146663 members 
Entering Unmasked Estep 
Score: -7740037.000000 Penalty: 1083.829834
	Iteration 307Q: 3 clusters Score -7740037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 146704 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -7740038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 146739 members 
Entering Unmasked Estep 
Score: -7740060.000000 Penalty: 1083.829834
	Iteration 309Q: 3 clusters Score -7740060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 146774 members 
Entering Unmasked Estep 
Score: -7740076.500000 Penalty: 1083.829834
	Iteration 310Q: 3 clusters Score -7740076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 146805 members 
Entering Unmasked Estep 
Score: -7740075.500000 Penalty: 1083.829834
	Iteration 311Q: 3 clusters Score -7740076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 146842 members 
Entering Unmasked Estep 
Score: -7740080.000000 Penalty: 1083.829834
	Iteration 312Q: 3 clusters Score -7740080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 146883 members 
Entering Unmasked Estep 
Score: -7740079.000000 Penalty: 1083.829834
	Iteration 313Q: 3 clusters Score -7740079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 146929 members 
Entering Unmasked Estep 
Score: -7740081.500000 Penalty: 1083.829834
	Iteration 314Q: 3 clusters Score -7740082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 146973 members 
Entering Unmasked Estep 
Score: -7740092.000000 Penalty: 1083.829834
	Iteration 315Q: 3 clusters Score -7740092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 147022 members 
Entering Unmasked Estep 
Score: -7740112.000000 Penalty: 1083.829834
	Iteration 316Q: 3 clusters Score -7740112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 147069 members 
Entering Unmasked Estep 
Score: -7740131.000000 Penalty: 1083.829834
	Iteration 317Q: 3 clusters Score -7740131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 147110 members 
Entering Unmasked Estep 
Score: -7740125.000000 Penalty: 1083.829834
	Iteration 318Q: 3 clusters Score -7740125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 147151 members 
Entering Unmasked Estep 
Score: -7740133.500000 Penalty: 1083.829834
	Iteration 319Q: 3 clusters Score -7740134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 147192 members 
Entering Unmasked Estep 
Score: -7740146.000000 Penalty: 1083.829834
	Iteration 320F: 3 clusters Score -7740146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 147231 members 
Entering Unmasked Estep 
Score: -7740143.500000 Penalty: 1083.829834
	Iteration 321Q: 3 clusters Score -7740144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 147266 members 
Entering Unmasked Estep 
Score: -7740145.500000 Penalty: 1083.829834
	Iteration 322Q: 3 clusters Score -7740146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 147313 members 
Entering Unmasked Estep 
Score: -7740157.000000 Penalty: 1083.829834
	Iteration 323Q: 3 clusters Score -7740157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 147363 members 
Entering Unmasked Estep 
Score: -7740168.000000 Penalty: 1083.829834
	Iteration 324Q: 3 clusters Score -7740168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 147400 members 
Entering Unmasked Estep 
Score: -7740163.500000 Penalty: 1083.829834
	Iteration 325Q: 3 clusters Score -7740164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 147430 members 
Entering Unmasked Estep 
Score: -7740161.000000 Penalty: 1083.829834
	Iteration 326Q: 3 clusters Score -7740161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 147454 members 
Entering Unmasked Estep 
Score: -7740168.000000 Penalty: 1083.829834
	Iteration 327Q: 3 clusters Score -7740168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 147471 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -7740168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 147489 members 
Entering Unmasked Estep 
Score: -7740167.000000 Penalty: 1083.829834
	Iteration 329Q: 3 clusters Score -7740167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -7740161.000000 Penalty: 1083.829834
	Iteration 330Q: 3 clusters Score -7740161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 147536 members 
Entering Unmasked Estep 
Score: -7740173.000000 Penalty: 1083.829834
	Iteration 331Q: 3 clusters Score -7740173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 147571 members 
Entering Unmasked Estep 
Score: -7740171.500000 Penalty: 1083.829834
	Iteration 332Q: 3 clusters Score -7740172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 147600 members 
Entering Unmasked Estep 
Score: -7740185.000000 Penalty: 1083.829834
	Iteration 333Q: 3 clusters Score -7740185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 147632 members 
Entering Unmasked Estep 
Score: -7740183.000000 Penalty: 1083.829834
	Iteration 334Q: 3 clusters Score -7740183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -7740184.500000 Penalty: 1083.829834
	Iteration 335Q: 3 clusters Score -7740184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 147674 members 
Entering Unmasked Estep 
Score: -7740186.000000 Penalty: 1083.829834
	Iteration 336Q: 3 clusters Score -7740186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 147693 members 
Entering Unmasked Estep 
Score: -7740183.000000 Penalty: 1083.829834
	Iteration 337Q: 3 clusters Score -7740183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 147709 members 
Entering Unmasked Estep 
Score: -7740189.000000 Penalty: 1083.829834
	Iteration 338Q: 3 clusters Score -7740189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 147723 members 
Entering Unmasked Estep 
Score: -7740184.500000 Penalty: 1083.829834
	Iteration 339Q: 3 clusters Score -7740184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 147736 members 
Entering Unmasked Estep 
Score: -7740187.000000 Penalty: 1083.829834
	Iteration 340F: 3 clusters Score -7740187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 147753 members 
Entering Unmasked Estep 
Score: -7740196.500000 Penalty: 1083.829834
	Iteration 341Q: 3 clusters Score -7740196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 147770 members 
Entering Unmasked Estep 
Score: -7740198.000000 Penalty: 1083.829834
	Iteration 342Q: 3 clusters Score -7740198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 147793 members 
Entering Unmasked Estep 
Score: -7740188.500000 Penalty: 1083.829834
	Iteration 343Q: 3 clusters Score -7740188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 147813 members 
Entering Unmasked Estep 
Score: -7740183.000000 Penalty: 1083.829834
	Iteration 344Q: 3 clusters Score -7740183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 147829 members 
Entering Unmasked Estep 
Score: -7740179.500000 Penalty: 1083.829834
	Iteration 345Q: 3 clusters Score -7740180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 147846 members 
Entering Unmasked Estep 
Score: -7740184.500000 Penalty: 1083.829834
	Iteration 346Q: 3 clusters Score -7740184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 147859 members 
Entering Unmasked Estep 
Score: -7740179.000000 Penalty: 1083.829834
	Iteration 347Q: 3 clusters Score -7740179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 147867 members 
Entering Unmasked Estep 
Score: -7740183.000000 Penalty: 1083.829834
	Iteration 348Q: 3 clusters Score -7740183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -7740184.500000 Penalty: 1083.829834
	Iteration 349Q: 3 clusters Score -7740184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 147883 members 
Entering Unmasked Estep 
Score: -7740191.500000 Penalty: 1083.829834
	Iteration 350Q: 3 clusters Score -7740192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 147887 members 
Entering Unmasked Estep 
Score: -7740187.000000 Penalty: 1083.829834
	Iteration 351Q: 3 clusters Score -7740187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -7740200.000000 Penalty: 1083.829834
	Iteration 352Q: 3 clusters Score -7740200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 147906 members 
Entering Unmasked Estep 
Score: -7740208.500000 Penalty: 1083.829834
	Iteration 353Q: 3 clusters Score -7740208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 147914 members 
Entering Unmasked Estep 
Score: -7740211.000000 Penalty: 1083.829834
	Iteration 354Q: 3 clusters Score -7740211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 147924 members 
Entering Unmasked Estep 
Score: -7740213.000000 Penalty: 1083.829834
	Iteration 355Q: 3 clusters Score -7740213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 147932 members 
Entering Unmasked Estep 
Score: -7740209.000000 Penalty: 1083.829834
	Iteration 356Q: 3 clusters Score -7740209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 147943 members 
Entering Unmasked Estep 
Score: -7740204.000000 Penalty: 1083.829834
	Iteration 357Q: 3 clusters Score -7740204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 147946 members 
Entering Unmasked Estep 
Score: -7740213.500000 Penalty: 1083.829834
	Iteration 358Q: 3 clusters Score -7740214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 147951 members 
Entering Unmasked Estep 
Score: -7740206.000000 Penalty: 1083.829834
	Iteration 359Q: 3 clusters Score -7740206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 147956 members 
Entering Unmasked Estep 
Score: -7740206.500000 Penalty: 1083.829834
	Iteration 360F: 3 clusters Score -7740206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -7740214.000000 Penalty: 1083.829834
	Iteration 361Q: 3 clusters Score -7740214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 147971 members 
Entering Unmasked Estep 
Score: -7740215.500000 Penalty: 1083.829834
	Iteration 362Q: 3 clusters Score -7740216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 147976 members 
Entering Unmasked Estep 
Score: -7740215.500000 Penalty: 1083.829834
	Iteration 363Q: 3 clusters Score -7740216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 147986 members 
Entering Unmasked Estep 
Score: -7740213.500000 Penalty: 1083.829834
	Iteration 364Q: 3 clusters Score -7740214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 147993 members 
Entering Unmasked Estep 
Score: -7740208.500000 Penalty: 1083.829834
	Iteration 365Q: 3 clusters Score -7740208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -7740211.000000 Penalty: 1083.829834
	Iteration 366Q: 3 clusters Score -7740211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 148008 members 
Entering Unmasked Estep 
Score: -7740206.500000 Penalty: 1083.829834
	Iteration 367Q: 3 clusters Score -7740206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 148019 members 
Entering Unmasked Estep 
Score: -7740213.000000 Penalty: 1083.829834
	Iteration 368Q: 3 clusters Score -7740213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 148027 members 
Entering Unmasked Estep 
Score: -7740210.500000 Penalty: 1083.829834
	Iteration 369Q: 3 clusters Score -7740210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 148040 members 
Entering Unmasked Estep 
Score: -7740217.500000 Penalty: 1083.829834
	Iteration 370Q: 3 clusters Score -7740218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 148052 members 
Entering Unmasked Estep 
Score: -7740223.500000 Penalty: 1083.829834
	Iteration 371Q: 3 clusters Score -7740224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -7740223.000000 Penalty: 1083.829834
	Iteration 372Q: 3 clusters Score -7740223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 148070 members 
Entering Unmasked Estep 
Score: -7740227.000000 Penalty: 1083.829834
	Iteration 373Q: 3 clusters Score -7740227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 148072 members 
Entering Unmasked Estep 
Score: -7740223.000000 Penalty: 1083.829834
	Iteration 374Q: 3 clusters Score -7740223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -7740227.500000 Penalty: 1083.829834
	Iteration 375Q: 3 clusters Score -7740228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -7740223.500000 Penalty: 1083.829834
	Iteration 376Q: 3 clusters Score -7740224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 148090 members 
Entering Unmasked Estep 
Score: -7740212.500000 Penalty: 1083.829834
	Iteration 377Q: 3 clusters Score -7740212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 148094 members 
Entering Unmasked Estep 
Score: -7740208.500000 Penalty: 1083.829834
	Iteration 378Q: 3 clusters Score -7740208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 148097 members 
Entering Unmasked Estep 
Score: -7740211.500000 Penalty: 1083.829834
	Iteration 379Q: 3 clusters Score -7740212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 148111 members 
Entering Unmasked Estep 
Score: -7740209.000000 Penalty: 1083.829834
	Iteration 380F: 3 clusters Score -7740209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 148124 members 
Entering Unmasked Estep 
Score: -7740203.500000 Penalty: 1083.829834
	Iteration 381Q: 3 clusters Score -7740204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 148137 members 
Entering Unmasked Estep 
Score: -7740208.500000 Penalty: 1083.829834
	Iteration 382Q: 3 clusters Score -7740208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 148144 members 
Entering Unmasked Estep 
Score: -7740212.000000 Penalty: 1083.829834
	Iteration 383Q: 3 clusters Score -7740212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 148151 members 
Entering Unmasked Estep 
Score: -7740211.000000 Penalty: 1083.829834
	Iteration 384Q: 3 clusters Score -7740211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 148160 members 
Entering Unmasked Estep 
Score: -7740210.000000 Penalty: 1083.829834
	Iteration 385Q: 3 clusters Score -7740210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 148168 members 
Entering Unmasked Estep 
Score: -7740213.000000 Penalty: 1083.829834
	Iteration 386Q: 3 clusters Score -7740213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 148181 members 
Entering Unmasked Estep 
Score: -7740216.500000 Penalty: 1083.829834
	Iteration 387Q: 3 clusters Score -7740216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 148188 members 
Entering Unmasked Estep 
Score: -7740215.500000 Penalty: 1083.829834
	Iteration 388Q: 3 clusters Score -7740216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 148197 members 
Entering Unmasked Estep 
Score: -7740223.000000 Penalty: 1083.829834
	Iteration 389Q: 3 clusters Score -7740223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 148208 members 
Entering Unmasked Estep 
Score: -7740225.500000 Penalty: 1083.829834
	Iteration 390Q: 3 clusters Score -7740226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 148214 members 
Entering Unmasked Estep 
Score: -7740227.500000 Penalty: 1083.829834
	Iteration 391Q: 3 clusters Score -7740228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 148218 members 
Entering Unmasked Estep 
Score: -7740235.000000 Penalty: 1083.829834
	Iteration 392Q: 3 clusters Score -7740235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 148222 members 
Entering Unmasked Estep 
Score: -7740233.000000 Penalty: 1083.829834
	Iteration 393Q: 3 clusters Score -7740233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 148231 members 
Entering Unmasked Estep 
Score: -7740232.500000 Penalty: 1083.829834
	Iteration 394Q: 3 clusters Score -7740232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 148242 members 
Entering Unmasked Estep 
Score: -7740240.500000 Penalty: 1083.829834
	Iteration 395Q: 3 clusters Score -7740240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 148254 members 
Entering Unmasked Estep 
Score: -7740236.500000 Penalty: 1083.829834
	Iteration 396Q: 3 clusters Score -7740236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 148260 members 
Entering Unmasked Estep 
Score: -7740230.500000 Penalty: 1083.829834
	Iteration 397Q: 3 clusters Score -7740230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 148265 members 
Entering Unmasked Estep 
Score: -7740236.500000 Penalty: 1083.829834
	Iteration 398Q: 3 clusters Score -7740236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -7740234.500000 Penalty: 1083.829834
	Iteration 399Q: 3 clusters Score -7740234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 148275 members 
Entering Unmasked Estep 
Score: -7740241.500000 Penalty: 1083.829834
	Iteration 400F: 3 clusters Score -7740242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 148276 members 
Entering Unmasked Estep 
Score: -7740240.500000 Penalty: 1083.829834
	Iteration 401Q: 3 clusters Score -7740240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 148281 members 
Entering Unmasked Estep 
Score: -7740245.500000 Penalty: 1083.829834
	Iteration 402Q: 3 clusters Score -7740246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 148281 members 
Entering Unmasked Estep 
Score: -7740239.500000 Penalty: 1083.829834
	Iteration 403Q: 3 clusters Score -7740240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 148278 members 
Entering Unmasked Estep 
Score: -7740243.000000 Penalty: 1083.829834
	Iteration 404Q: 3 clusters Score -7740243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 148281 members 
Entering Unmasked Estep 
Score: -7740243.500000 Penalty: 1083.829834
	Iteration 405Q: 3 clusters Score -7740244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 148285 members 
Entering Unmasked Estep 
Score: -7740244.500000 Penalty: 1083.829834
	Iteration 406Q: 3 clusters Score -7740244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 148290 members 
Entering Unmasked Estep 
Score: -7740252.500000 Penalty: 1083.829834
	Iteration 407Q: 3 clusters Score -7740252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 148294 members 
Entering Unmasked Estep 
Score: -7740250.000000 Penalty: 1083.829834
	Iteration 408Q: 3 clusters Score -7740250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 148300 members 
Entering Unmasked Estep 
Score: -7740253.500000 Penalty: 1083.829834
	Iteration 409Q: 3 clusters Score -7740254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 148306 members 
Entering Unmasked Estep 
Score: -7740256.000000 Penalty: 1083.829834
	Iteration 410Q: 3 clusters Score -7740256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 148309 members 
Entering Unmasked Estep 
Score: -7740252.000000 Penalty: 1083.829834
	Iteration 411Q: 3 clusters Score -7740252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 148311 members 
Entering Unmasked Estep 
Score: -7740252.000000 Penalty: 1083.829834
	Iteration 412Q: 3 clusters Score -7740252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 148312 members 
Entering Unmasked Estep 
Score: -7740251.500000 Penalty: 1083.829834
	Iteration 413Q: 3 clusters Score -7740252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 148311 members 
Entering Unmasked Estep 
Score: -7740256.000000 Penalty: 1083.829834
	Iteration 414Q: 3 clusters Score -7740256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 148312 members 
Entering Unmasked Estep 
Score: -7740254.500000 Penalty: 1083.829834
	Iteration 415Q: 3 clusters Score -7740254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 148312 members 
Entering Unmasked Estep 
Score: -7740254.500000 Penalty: 1083.829834
	Iteration 416F: 3 clusters Score -7740254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -21280.781250 Penalty: 275.690094
	Iteration 0F: 2 clusters Score -21280.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -20830.332031 Penalty: 551.380188
	Iteration 0F: 3 clusters Score -20830.33 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20938.378906 Penalty: 551.380188
	Iteration 1F: 3 clusters Score -20938.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20967.787109 Penalty: 551.380188
	Iteration 2F: 3 clusters Score -20967.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20980.775391 Penalty: 551.380188
	Iteration 3Q: 3 clusters Score -20980.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20990.693359 Penalty: 551.380188
	Iteration 4Q: 3 clusters Score -20990.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -20997.677734 Penalty: 551.380188
	Iteration 5Q: 3 clusters Score -20997.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21000.945312 Penalty: 551.380188
	Iteration 6Q: 3 clusters Score -21000.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21003.490234 Penalty: 551.380188
	Iteration 7Q: 3 clusters Score -21003.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21004.425781 Penalty: 551.380188
	Iteration 8Q: 3 clusters Score -21004.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21004.425781 Penalty: 551.380188
	Iteration 9F: 3 clusters Score -21004.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -170851.921875 Penalty: 367.566193
	Iteration 0F: 2 clusters Score -170851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -168637.562500 Penalty: 735.132385
	Iteration 0F: 3 clusters Score -168637.6 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -169456.453125 Penalty: 735.132385
	Iteration 1F: 3 clusters Score -169456.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -169729.812500 Penalty: 735.132385
	Iteration 2F: 3 clusters Score -169729.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -170060.906250 Penalty: 735.132385
	Iteration 3F: 3 clusters Score -170060.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -170343.906250 Penalty: 735.132385
	Iteration 4F: 3 clusters Score -170343.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -170552.437500 Penalty: 735.132385
	Iteration 5F: 3 clusters Score -170552.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -170642.562500 Penalty: 735.132385
	Iteration 6Q: 3 clusters Score -170642.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -170715.687500 Penalty: 735.132385
	Iteration 7Q: 3 clusters Score -170715.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -170769.906250 Penalty: 735.132385
	Iteration 8Q: 3 clusters Score -170769.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -170798.796875 Penalty: 735.132385
	Iteration 9Q: 3 clusters Score -170798.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -170812.937500 Penalty: 735.132385
	Iteration 10Q: 3 clusters Score -170812.9 nChanged 27
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: -170823.656250 Penalty: 735.132385
	Iteration 11Q: 3 clusters Score -170823.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -170829.671875 Penalty: 735.132385
	Iteration 12Q: 3 clusters Score -170829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -170833.156250 Penalty: 735.132385
	Iteration 13Q: 3 clusters Score -170833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -170833.906250 Penalty: 735.132385
	Iteration 14Q: 3 clusters Score -170833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -170834.140625 Penalty: 735.132385
	Iteration 15Q: 3 clusters Score -170834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -170834.312500 Penalty: 735.132385
	Iteration 16Q: 3 clusters Score -170834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -170834.671875 Penalty: 735.132385
	Iteration 17Q: 3 clusters Score -170834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -170834.859375 Penalty: 735.132385
	Iteration 18Q: 3 clusters Score -170834.9 nChanged 1
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: -170834.796875 Penalty: 735.132385
	Iteration 19Q: 3 clusters Score -170834.8 nChanged 0
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: -170834.796875 Penalty: 735.132385
	Iteration 20F: 3 clusters Score -170834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Entering Unmasked Estep 
Score: -774466.875000 Penalty: 435.086212
	Iteration 0F: 2 clusters Score -774466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -764961.875000 Penalty: 870.172424
	Iteration 0F: 3 clusters Score -764961.9 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -768753.562500 Penalty: 870.172424
	Iteration 1F: 3 clusters Score -768753.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -768941.125000 Penalty: 870.172424
	Iteration 2Q: 3 clusters Score -768941.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -769195.812500 Penalty: 870.172424
	Iteration 3Q: 3 clusters Score -769195.8 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -769610.312500 Penalty: 870.172424
	Iteration 4F: 3 clusters Score -769610.3 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -770300.500000 Penalty: 870.172424
	Iteration 5F: 3 clusters Score -770300.5 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -771431.187500 Penalty: 870.172424
	Iteration 6F: 3 clusters Score -771431.2 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -772714.312500 Penalty: 870.172424
	Iteration 7F: 3 clusters Score -772714.3 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -773605.312500 Penalty: 870.172424
	Iteration 8F: 3 clusters Score -773605.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -773944.437500 Penalty: 870.172424
	Iteration 9Q: 3 clusters Score -773944.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -774036.937500 Penalty: 870.172424
	Iteration 10Q: 3 clusters Score -774036.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -774066.812500 Penalty: 870.172424
	Iteration 11Q: 3 clusters Score -774066.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -774077.125000 Penalty: 870.172424
	Iteration 12Q: 3 clusters Score -774077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -774078.312500 Penalty: 870.172424
	Iteration 13Q: 3 clusters Score -774078.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -774079.500000 Penalty: 870.172424
	Iteration 14Q: 3 clusters Score -774079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -774079.500000 Penalty: 870.172424
	Iteration 15F: 3 clusters Score -774079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Entering Unmasked Estep 
Score: -570906.375000 Penalty: 421.160248
	Iteration 0F: 2 clusters Score -570906.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -563968.375000 Penalty: 842.320496
	Iteration 0F: 3 clusters Score -563968.4 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -566741.687500 Penalty: 842.320496
	Iteration 1F: 3 clusters Score -566741.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -566988.250000 Penalty: 842.320496
	Iteration 2F: 3 clusters Score -566988.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -567274.375000 Penalty: 842.320496
	Iteration 3F: 3 clusters Score -567274.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -567575.750000 Penalty: 842.320496
	Iteration 4F: 3 clusters Score -567575.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -567952.500000 Penalty: 842.320496
	Iteration 5F: 3 clusters Score -567952.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -568430.125000 Penalty: 842.320496
	Iteration 6F: 3 clusters Score -568430.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -568945.375000 Penalty: 842.320496
	Iteration 7F: 3 clusters Score -568945.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -569390.312500 Penalty: 842.320496
	Iteration 8Q: 3 clusters Score -569390.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -569759.875000 Penalty: 842.320496
	Iteration 9Q: 3 clusters Score -569759.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -569943.812500 Penalty: 842.320496
	Iteration 10Q: 3 clusters Score -569943.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -570029.562500 Penalty: 842.320496
	Iteration 11Q: 3 clusters Score -570029.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -570105.312500 Penalty: 842.320496
	Iteration 12Q: 3 clusters Score -570105.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -570171.062500 Penalty: 842.320496
	Iteration 13Q: 3 clusters Score -570171.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -570226.062500 Penalty: 842.320496
	Iteration 14Q: 3 clusters Score -570226.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -570270.812500 Penalty: 842.320496
	Iteration 15Q: 3 clusters Score -570270.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -570306.750000 Penalty: 842.320496
	Iteration 16Q: 3 clusters Score -570306.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -570337.250000 Penalty: 842.320496
	Iteration 17Q: 3 clusters Score -570337.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -570361.312500 Penalty: 842.320496
	Iteration 18Q: 3 clusters Score -570361.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -570379.562500 Penalty: 842.320496
	Iteration 19Q: 3 clusters Score -570379.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -570396.625000 Penalty: 842.320496
	Iteration 20F: 3 clusters Score -570396.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -570411.562500 Penalty: 842.320496
	Iteration 21Q: 3 clusters Score -570411.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -570422.250000 Penalty: 842.320496
	Iteration 22Q: 3 clusters Score -570422.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -570432.250000 Penalty: 842.320496
	Iteration 23Q: 3 clusters Score -570432.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -570441.187500 Penalty: 842.320496
	Iteration 24Q: 3 clusters Score -570441.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -570446.062500 Penalty: 842.320496
	Iteration 25Q: 3 clusters Score -570446.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -570449.187500 Penalty: 842.320496
	Iteration 26Q: 3 clusters Score -570449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -570454.125000 Penalty: 842.320496
	Iteration 27Q: 3 clusters Score -570454.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -570458.062500 Penalty: 842.320496
	Iteration 28Q: 3 clusters Score -570458.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -570464.562500 Penalty: 842.320496
	Iteration 29Q: 3 clusters Score -570464.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -570471.875000 Penalty: 842.320496
	Iteration 30Q: 3 clusters Score -570471.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -570477.875000 Penalty: 842.320496
	Iteration 31Q: 3 clusters Score -570477.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -570480.875000 Penalty: 842.320496
	Iteration 32Q: 3 clusters Score -570480.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -570483.625000 Penalty: 842.320496
	Iteration 33Q: 3 clusters Score -570483.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -570487.250000 Penalty: 842.320496
	Iteration 34Q: 3 clusters Score -570487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -570488.437500 Penalty: 842.320496
	Iteration 35Q: 3 clusters Score -570488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -570489.875000 Penalty: 842.320496
	Iteration 36Q: 3 clusters Score -570489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -570490.312500 Penalty: 842.320496
	Iteration 37Q: 3 clusters Score -570490.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -570491.562500 Penalty: 842.320496
	Iteration 38Q: 3 clusters Score -570491.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -570493.625000 Penalty: 842.320496
	Iteration 39Q: 3 clusters Score -570493.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -570495.250000 Penalty: 842.320496
	Iteration 40F: 3 clusters Score -570495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -570498.250000 Penalty: 842.320496
	Iteration 41Q: 3 clusters Score -570498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -570501.312500 Penalty: 842.320496
	Iteration 42Q: 3 clusters Score -570501.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -570501.125000 Penalty: 842.320496
	Iteration 43Q: 3 clusters Score -570501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -570504.062500 Penalty: 842.320496
	Iteration 44Q: 3 clusters Score -570504.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -570506.937500 Penalty: 842.320496
	Iteration 45Q: 3 clusters Score -570506.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -570508.812500 Penalty: 842.320496
	Iteration 46Q: 3 clusters Score -570508.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -570512.000000 Penalty: 842.320496
	Iteration 47Q: 3 clusters Score -570512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -570517.000000 Penalty: 842.320496
	Iteration 48Q: 3 clusters Score -570517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -570520.875000 Penalty: 842.320496
	Iteration 49Q: 3 clusters Score -570520.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -570525.062500 Penalty: 842.320496
	Iteration 50Q: 3 clusters Score -570525.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -570526.187500 Penalty: 842.320496
	Iteration 51Q: 3 clusters Score -570526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -570526.937500 Penalty: 842.320496
	Iteration 52Q: 3 clusters Score -570526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -570527.687500 Penalty: 842.320496
	Iteration 53Q: 3 clusters Score -570527.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -570527.687500 Penalty: 842.320496
	Iteration 54F: 3 clusters Score -570527.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (91900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Entering Unmasked Estep 
Score: -4875034.000000 Penalty: 519.994751
	Iteration 0F: 2 clusters Score -4875034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -4814200.500000 Penalty: 1039.989502
	Iteration 0F: 3 clusters Score -4814200 nChanged 44861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -4842801.500000 Penalty: 1039.989502
	Iteration 1F: 3 clusters Score -4842802 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -4845655.500000 Penalty: 1039.989502
	Iteration 2F: 3 clusters Score -4845656 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -4850028.500000 Penalty: 1039.989502
	Iteration 3F: 3 clusters Score -4850028 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -4856271.000000 Penalty: 1039.989502
	Iteration 4F: 3 clusters Score -4856271 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -4861741.500000 Penalty: 1039.989502
	Iteration 5F: 3 clusters Score -4861742 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -4864244.000000 Penalty: 1039.989502
	Iteration 6F: 3 clusters Score -4864244 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -4865205.000000 Penalty: 1039.989502
	Iteration 7Q: 3 clusters Score -4865205 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -4866005.500000 Penalty: 1039.989502
	Iteration 8Q: 3 clusters Score -4866006 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -4866773.500000 Penalty: 1039.989502
	Iteration 9Q: 3 clusters Score -4866774 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -4867620.500000 Penalty: 1039.989502
	Iteration 10Q: 3 clusters Score -4867620 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -4868488.000000 Penalty: 1039.989502
	Iteration 11Q: 3 clusters Score -4868488 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -4869506.000000 Penalty: 1039.989502
	Iteration 12Q: 3 clusters Score -4869506 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4870428.500000 Penalty: 1039.989502
	Iteration 13Q: 3 clusters Score -4870428 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -4871161.000000 Penalty: 1039.989502
	Iteration 14Q: 3 clusters Score -4871161 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4871716.500000 Penalty: 1039.989502
	Iteration 15Q: 3 clusters Score -4871716 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -4872090.500000 Penalty: 1039.989502
	Iteration 16Q: 3 clusters Score -4872090 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -4872279.500000 Penalty: 1039.989502
	Iteration 17Q: 3 clusters Score -4872280 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -4872409.500000 Penalty: 1039.989502
	Iteration 18Q: 3 clusters Score -4872410 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -4872443.000000 Penalty: 1039.989502
	Iteration 19Q: 3 clusters Score -4872443 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4872508.000000 Penalty: 1039.989502
	Iteration 20F: 3 clusters Score -4872508 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4872563.500000 Penalty: 1039.989502
	Iteration 21Q: 3 clusters Score -4872564 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55373 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -4872595.000000 Penalty: 1039.989502
	Iteration 22Q: 3 clusters Score -4872595 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -4872605.000000 Penalty: 1039.989502
	Iteration 23Q: 3 clusters Score -4872605 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -4872627.500000 Penalty: 1039.989502
	Iteration 24Q: 3 clusters Score -4872628 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -4872641.500000 Penalty: 1039.989502
	Iteration 25Q: 3 clusters Score -4872642 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -4872633.500000 Penalty: 1039.989502
	Iteration 26Q: 3 clusters Score -4872634 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -4872627.500000 Penalty: 1039.989502
	Iteration 27Q: 3 clusters Score -4872628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -4872617.000000 Penalty: 1039.989502
	Iteration 28Q: 3 clusters Score -4872617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4872604.000000 Penalty: 1039.989502
	Iteration 29Q: 3 clusters Score -4872604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -4872602.500000 Penalty: 1039.989502
	Iteration 30Q: 3 clusters Score -4872602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4872594.500000 Penalty: 1039.989502
	Iteration 31Q: 3 clusters Score -4872594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -4872600.000000 Penalty: 1039.989502
	Iteration 32Q: 3 clusters Score -4872600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -4872588.000000 Penalty: 1039.989502
	Iteration 33Q: 3 clusters Score -4872588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -4872589.500000 Penalty: 1039.989502
	Iteration 34Q: 3 clusters Score -4872590 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4872587.500000 Penalty: 1039.989502
	Iteration 35Q: 3 clusters Score -4872588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -4872573.000000 Penalty: 1039.989502
	Iteration 36Q: 3 clusters Score -4872573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -4872577.000000 Penalty: 1039.989502
	Iteration 37Q: 3 clusters Score -4872577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -4872578.000000 Penalty: 1039.989502
	Iteration 38Q: 3 clusters Score -4872578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -4872576.500000 Penalty: 1039.989502
	Iteration 39Q: 3 clusters Score -4872576 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -4872570.500000 Penalty: 1039.989502
	Iteration 40F: 3 clusters Score -4872570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -4872561.000000 Penalty: 1039.989502
	Iteration 41Q: 3 clusters Score -4872561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53806 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -4872563.500000 Penalty: 1039.989502
	Iteration 42Q: 3 clusters Score -4872564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -4872554.000000 Penalty: 1039.989502
	Iteration 43Q: 3 clusters Score -4872554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -4872551.000000 Penalty: 1039.989502
	Iteration 44Q: 3 clusters Score -4872551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -4872557.000000 Penalty: 1039.989502
	Iteration 45Q: 3 clusters Score -4872557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -4872555.000000 Penalty: 1039.989502
	Iteration 46Q: 3 clusters Score -4872555 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53547 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -4872557.000000 Penalty: 1039.989502
	Iteration 47Q: 3 clusters Score -4872557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -4872556.000000 Penalty: 1039.989502
	Iteration 48Q: 3 clusters Score -4872556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -4872546.500000 Penalty: 1039.989502
	Iteration 49Q: 3 clusters Score -4872546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -4872540.000000 Penalty: 1039.989502
	Iteration 50Q: 3 clusters Score -4872540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -4872533.500000 Penalty: 1039.989502
	Iteration 51Q: 3 clusters Score -4872534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -4872532.500000 Penalty: 1039.989502
	Iteration 52Q: 3 clusters Score -4872532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -4872532.500000 Penalty: 1039.989502
	Iteration 53Q: 3 clusters Score -4872532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -4872524.500000 Penalty: 1039.989502
	Iteration 54Q: 3 clusters Score -4872524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -4872520.500000 Penalty: 1039.989502
	Iteration 55Q: 3 clusters Score -4872520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -4872517.500000 Penalty: 1039.989502
	Iteration 56Q: 3 clusters Score -4872518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -4872518.500000 Penalty: 1039.989502
	Iteration 57Q: 3 clusters Score -4872518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -4872503.500000 Penalty: 1039.989502
	Iteration 58Q: 3 clusters Score -4872504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -4872497.000000 Penalty: 1039.989502
	Iteration 59Q: 3 clusters Score -4872497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -4872497.000000 Penalty: 1039.989502
	Iteration 60F: 3 clusters Score -4872497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -4872495.000000 Penalty: 1039.989502
	Iteration 61Q: 3 clusters Score -4872495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -4872504.000000 Penalty: 1039.989502
	Iteration 62Q: 3 clusters Score -4872504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -4872506.500000 Penalty: 1039.989502
	Iteration 63Q: 3 clusters Score -4872506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -4872506.500000 Penalty: 1039.989502
	Iteration 64Q: 3 clusters Score -4872506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -4872501.500000 Penalty: 1039.989502
	Iteration 65Q: 3 clusters Score -4872502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -4872506.000000 Penalty: 1039.989502
	Iteration 66Q: 3 clusters Score -4872506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -4872502.500000 Penalty: 1039.989502
	Iteration 67Q: 3 clusters Score -4872502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52902 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -4872503.000000 Penalty: 1039.989502
	Iteration 68Q: 3 clusters Score -4872503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -4872502.000000 Penalty: 1039.989502
	Iteration 69Q: 3 clusters Score -4872502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -4872504.000000 Penalty: 1039.989502
	Iteration 70Q: 3 clusters Score -4872504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -4872504.500000 Penalty: 1039.989502
	Iteration 71Q: 3 clusters Score -4872504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -4872504.500000 Penalty: 1039.989502
	Iteration 72F: 3 clusters Score -4872504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -11244.982422 Penalty: 253.533005
	Iteration 0F: 2 clusters Score -11244.98 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 127 members 
Entering Unmasked Estep 
Score: -10968.403320 Penalty: 507.066010
	Iteration 0F: 3 clusters Score -10968.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -11110.168945 Penalty: 507.066010
	Iteration 1F: 3 clusters Score -11110.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11157.289062 Penalty: 507.066010
	Iteration 2F: 3 clusters Score -11157.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11181.481445 Penalty: 507.066010
	Iteration 3Q: 3 clusters Score -11181.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11203.968750 Penalty: 507.066010
	Iteration 4Q: 3 clusters Score -11203.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11219.298828 Penalty: 507.066010
	Iteration 5Q: 3 clusters Score -11219.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11236.922852 Penalty: 507.066010
	Iteration 6Q: 3 clusters Score -11236.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11264.162109 Penalty: 507.066010
	Iteration 7Q: 3 clusters Score -11264.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11273.176758 Penalty: 507.066010
	Iteration 8Q: 3 clusters Score -11273.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11274.409180 Penalty: 507.066010
	Iteration 9Q: 3 clusters Score -11274.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11275.431641 Penalty: 507.066010
	Iteration 10Q: 3 clusters Score -11275.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11275.431641 Penalty: 507.066010
	Iteration 11F: 3 clusters Score -11275.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 47587 members 
Mstep: Class 4 contains 2687 members 
Mstep: Class 5 contains 79813 members 
Mstep: Class 6 contains 14446 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 30436 members 
Mstep: Class 11 contains 74285 members 
Mstep: Class 12 contains 17451 members 
Mstep: Class 13 contains 70018 members 
Mstep: Class 14 contains 18402 members 
Mstep: Class 15 contains 83814 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 74289 members 
Mstep: Class 19 contains 76273 members 
Mstep: Class 20 contains 125001 members 
Mstep: Class 21 contains 47976 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5050 members 
Mstep: Class 24 contains 42640 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 11465 members 
Mstep: Class 28 contains 5860 members 
Mstep: Class 29 contains 148779 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3224 members 
Mstep: Class 32 contains 14219 members 
Mstep: Class 33 contains 10470 members 
Mstep: Class 34 contains 91900 members 
Mstep: Class 35 contains 64 members 
Mstep: Class 36 contains 92066 members 
Mstep: Class 37 contains 82383 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74866 members 
Mstep: Class 41 contains 4693 members 
Mstep: Class 42 contains 23893 members 
Mstep: Class 43 contains 161510 members 
Mstep: Class 44 contains 1970 members 
Mstep: Class 45 contains 19137 members 
Mstep: Class 46 contains 31703 members 
Mstep: Class 47 contains 199 members 
Entering Unmasked Estep 
Score: -87426520.000000 Penalty: 30716.982422
Splitting cluster 35 changes total score from -87426576.000000 to -87426520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (92066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Entering Unmasked Estep 
Score: -5054474.000000 Penalty: 520.076843
	Iteration 0F: 2 clusters Score -5054474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -4993706.000000 Penalty: 1040.153687
	Iteration 0F: 3 clusters Score -4993706 nChanged 44953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -5023091.000000 Penalty: 1040.153687
	Iteration 1F: 3 clusters Score -5023091 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -5025669.000000 Penalty: 1040.153687
	Iteration 2F: 3 clusters Score -5025669 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -5029337.500000 Penalty: 1040.153687
	Iteration 3F: 3 clusters Score -5029338 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -5033840.500000 Penalty: 1040.153687
	Iteration 4F: 3 clusters Score -5033840 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -5038511.000000 Penalty: 1040.153687
	Iteration 5F: 3 clusters Score -5038511 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5041781.000000 Penalty: 1040.153687
	Iteration 6Q: 3 clusters Score -5041781 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5043437.000000 Penalty: 1040.153687
	Iteration 7Q: 3 clusters Score -5043437 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -5044265.500000 Penalty: 1040.153687
	Iteration 8Q: 3 clusters Score -5044266 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5044900.000000 Penalty: 1040.153687
	Iteration 9Q: 3 clusters Score -5044900 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -5045546.000000 Penalty: 1040.153687
	Iteration 10Q: 3 clusters Score -5045546 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -5046118.500000 Penalty: 1040.153687
	Iteration 11Q: 3 clusters Score -5046118 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -5046738.500000 Penalty: 1040.153687
	Iteration 12Q: 3 clusters Score -5046738 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -5047353.500000 Penalty: 1040.153687
	Iteration 13Q: 3 clusters Score -5047354 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -5047933.500000 Penalty: 1040.153687
	Iteration 14Q: 3 clusters Score -5047934 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82540 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -5048415.500000 Penalty: 1040.153687
	Iteration 15Q: 3 clusters Score -5048416 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -5048981.500000 Penalty: 1040.153687
	Iteration 16Q: 3 clusters Score -5048982 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -5049550.000000 Penalty: 1040.153687
	Iteration 17Q: 3 clusters Score -5049550 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -5050093.500000 Penalty: 1040.153687
	Iteration 18Q: 3 clusters Score -5050094 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86520 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -5050633.500000 Penalty: 1040.153687
	Iteration 19Q: 3 clusters Score -5050634 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -5051096.500000 Penalty: 1040.153687
	Iteration 20F: 3 clusters Score -5051096 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5051528.000000 Penalty: 1040.153687
	Iteration 21Q: 3 clusters Score -5051528 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88714 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5051913.000000 Penalty: 1040.153687
	Iteration 22Q: 3 clusters Score -5051913 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89293 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5052291.500000 Penalty: 1040.153687
	Iteration 23Q: 3 clusters Score -5052292 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5052578.000000 Penalty: 1040.153687
	Iteration 24Q: 3 clusters Score -5052578 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5052847.500000 Penalty: 1040.153687
	Iteration 25Q: 3 clusters Score -5052848 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5053042.500000 Penalty: 1040.153687
	Iteration 26Q: 3 clusters Score -5053042 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5053205.500000 Penalty: 1040.153687
	Iteration 27Q: 3 clusters Score -5053206 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5053338.000000 Penalty: 1040.153687
	Iteration 28Q: 3 clusters Score -5053338 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91086 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5053423.500000 Penalty: 1040.153687
	Iteration 29Q: 3 clusters Score -5053424 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5053525.000000 Penalty: 1040.153687
	Iteration 30Q: 3 clusters Score -5053525 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5053594.500000 Penalty: 1040.153687
	Iteration 31Q: 3 clusters Score -5053594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5053645.500000 Penalty: 1040.153687
	Iteration 32Q: 3 clusters Score -5053646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91488 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5053688.500000 Penalty: 1040.153687
	Iteration 33Q: 3 clusters Score -5053688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91557 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5053741.500000 Penalty: 1040.153687
	Iteration 34Q: 3 clusters Score -5053742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5053783.000000 Penalty: 1040.153687
	Iteration 35Q: 3 clusters Score -5053783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91665 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5053837.500000 Penalty: 1040.153687
	Iteration 36Q: 3 clusters Score -5053838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91716 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5053880.000000 Penalty: 1040.153687
	Iteration 37Q: 3 clusters Score -5053880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91753 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5053899.500000 Penalty: 1040.153687
	Iteration 38Q: 3 clusters Score -5053900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5053922.500000 Penalty: 1040.153687
	Iteration 39Q: 3 clusters Score -5053922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5053938.000000 Penalty: 1040.153687
	Iteration 40F: 3 clusters Score -5053938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91814 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5053946.500000 Penalty: 1040.153687
	Iteration 41Q: 3 clusters Score -5053946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91826 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5053952.500000 Penalty: 1040.153687
	Iteration 42Q: 3 clusters Score -5053952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91831 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5053957.000000 Penalty: 1040.153687
	Iteration 43Q: 3 clusters Score -5053957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5053958.000000 Penalty: 1040.153687
	Iteration 44Q: 3 clusters Score -5053958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91838 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5053961.500000 Penalty: 1040.153687
	Iteration 45Q: 3 clusters Score -5053962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5053968.000000 Penalty: 1040.153687
	Iteration 46Q: 3 clusters Score -5053968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5053970.000000 Penalty: 1040.153687
	Iteration 47Q: 3 clusters Score -5053970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5053967.000000 Penalty: 1040.153687
	Iteration 48Q: 3 clusters Score -5053967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5053967.000000 Penalty: 1040.153687
	Iteration 49F: 3 clusters Score -5053967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (82383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Entering Unmasked Estep 
Score: -4594431.500000 Penalty: 515.020630
	Iteration 0F: 2 clusters Score -4594432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -4539162.500000 Penalty: 1030.041260
	Iteration 0F: 3 clusters Score -4539162 nChanged 40217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4563593.000000 Penalty: 1030.041260
	Iteration 1F: 3 clusters Score -4563593 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -4564658.500000 Penalty: 1030.041260
	Iteration 2Q: 3 clusters Score -4564658 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -4566396.500000 Penalty: 1030.041260
	Iteration 3Q: 3 clusters Score -4566396 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -4569395.000000 Penalty: 1030.041260
	Iteration 4F: 3 clusters Score -4569395 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -4573669.500000 Penalty: 1030.041260
	Iteration 5F: 3 clusters Score -4573670 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -4578101.500000 Penalty: 1030.041260
	Iteration 6F: 3 clusters Score -4578102 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -4580722.000000 Penalty: 1030.041260
	Iteration 7F: 3 clusters Score -4580722 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4581784.000000 Penalty: 1030.041260
	Iteration 8Q: 3 clusters Score -4581784 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4582428.500000 Penalty: 1030.041260
	Iteration 9Q: 3 clusters Score -4582428 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4583045.000000 Penalty: 1030.041260
	Iteration 10Q: 3 clusters Score -4583045 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64900 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4583733.000000 Penalty: 1030.041260
	Iteration 11Q: 3 clusters Score -4583733 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -4584540.500000 Penalty: 1030.041260
	Iteration 12Q: 3 clusters Score -4584540 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4585449.000000 Penalty: 1030.041260
	Iteration 13Q: 3 clusters Score -4585449 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70485 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -4586410.000000 Penalty: 1030.041260
	Iteration 14Q: 3 clusters Score -4586410 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -4587422.000000 Penalty: 1030.041260
	Iteration 15Q: 3 clusters Score -4587422 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -4588416.000000 Penalty: 1030.041260
	Iteration 16Q: 3 clusters Score -4588416 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4589437.500000 Penalty: 1030.041260
	Iteration 17Q: 3 clusters Score -4589438 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4590436.500000 Penalty: 1030.041260
	Iteration 18Q: 3 clusters Score -4590436 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78339 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4591253.500000 Penalty: 1030.041260
	Iteration 19Q: 3 clusters Score -4591254 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4591952.000000 Penalty: 1030.041260
	Iteration 20F: 3 clusters Score -4591952 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4592481.000000 Penalty: 1030.041260
	Iteration 21Q: 3 clusters Score -4592481 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80708 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4592895.500000 Penalty: 1030.041260
	Iteration 22Q: 3 clusters Score -4592896 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4593268.500000 Penalty: 1030.041260
	Iteration 23Q: 3 clusters Score -4593268 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4593504.500000 Penalty: 1030.041260
	Iteration 24Q: 3 clusters Score -4593504 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81699 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4593681.500000 Penalty: 1030.041260
	Iteration 25Q: 3 clusters Score -4593682 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4593790.000000 Penalty: 1030.041260
	Iteration 26Q: 3 clusters Score -4593790 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81932 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4593835.000000 Penalty: 1030.041260
	Iteration 27Q: 3 clusters Score -4593835 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4593871.500000 Penalty: 1030.041260
	Iteration 28Q: 3 clusters Score -4593872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82034 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4593910.000000 Penalty: 1030.041260
	Iteration 29Q: 3 clusters Score -4593910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4593927.000000 Penalty: 1030.041260
	Iteration 30Q: 3 clusters Score -4593927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4593935.000000 Penalty: 1030.041260
	Iteration 31Q: 3 clusters Score -4593935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4593942.000000 Penalty: 1030.041260
	Iteration 32Q: 3 clusters Score -4593942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4593962.500000 Penalty: 1030.041260
	Iteration 33Q: 3 clusters Score -4593962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4593976.000000 Penalty: 1030.041260
	Iteration 34Q: 3 clusters Score -4593976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4593991.000000 Penalty: 1030.041260
	Iteration 35Q: 3 clusters Score -4593991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82159 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4594001.000000 Penalty: 1030.041260
	Iteration 36Q: 3 clusters Score -4594001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4594019.500000 Penalty: 1030.041260
	Iteration 37Q: 3 clusters Score -4594020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4594025.000000 Penalty: 1030.041260
	Iteration 38Q: 3 clusters Score -4594025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4594026.000000 Penalty: 1030.041260
	Iteration 39Q: 3 clusters Score -4594026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4594027.000000 Penalty: 1030.041260
	Iteration 40F: 3 clusters Score -4594027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4594038.000000 Penalty: 1030.041260
	Iteration 41Q: 3 clusters Score -4594038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4594036.000000 Penalty: 1030.041260
	Iteration 42Q: 3 clusters Score -4594036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4594035.500000 Penalty: 1030.041260
	Iteration 43Q: 3 clusters Score -4594036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4594036.000000 Penalty: 1030.041260
	Iteration 44Q: 3 clusters Score -4594036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4594037.500000 Penalty: 1030.041260
	Iteration 45Q: 3 clusters Score -4594038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4594035.500000 Penalty: 1030.041260
	Iteration 46Q: 3 clusters Score -4594036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4594035.500000 Penalty: 1030.041260
	Iteration 47F: 3 clusters Score -4594036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -27398.025391 Penalty: 284.285950
	Iteration 0F: 2 clusters Score -27398.03 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 248 members 
Entering Unmasked Estep 
Score: -26874.373047 Penalty: 568.571899
	Iteration 0F: 3 clusters Score -26874.37 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26997.468750 Penalty: 568.571899
	Iteration 1F: 3 clusters Score -26997.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27034.310547 Penalty: 568.571899
	Iteration 2F: 3 clusters Score -27034.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27049.685547 Penalty: 568.571899
	Iteration 3F: 3 clusters Score -27049.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27057.826172 Penalty: 568.571899
	Iteration 4Q: 3 clusters Score -27057.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27064.400391 Penalty: 568.571899
	Iteration 5Q: 3 clusters Score -27064.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27068.906250 Penalty: 568.571899
	Iteration 6Q: 3 clusters Score -27068.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27071.960938 Penalty: 568.571899
	Iteration 7Q: 3 clusters Score -27071.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27073.095703 Penalty: 568.571899
	Iteration 8Q: 3 clusters Score -27073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27073.654297 Penalty: 568.571899
	Iteration 9Q: 3 clusters Score -27073.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27074.066406 Penalty: 568.571899
	Iteration 10Q: 3 clusters Score -27074.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27074.667969 Penalty: 568.571899
	Iteration 11Q: 3 clusters Score -27074.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27074.789062 Penalty: 568.571899
	Iteration 12Q: 3 clusters Score -27074.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27075.171875 Penalty: 568.571899
	Iteration 13Q: 3 clusters Score -27075.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27075.476562 Penalty: 568.571899
	Iteration 14Q: 3 clusters Score -27075.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27075.949219 Penalty: 568.571899
	Iteration 15Q: 3 clusters Score -27075.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -27075.949219 Penalty: 568.571899
	Iteration 16F: 3 clusters Score -27075.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -109538.710938 Penalty: 351.200195
	Iteration 0F: 2 clusters Score -109538.7 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 1144 members 
Entering Unmasked Estep 
Score: -107943.468750 Penalty: 702.400391
	Iteration 0F: 3 clusters Score -107943.5 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -108420.000000 Penalty: 702.400391
	Iteration 1F: 3 clusters Score -108420 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -108497.132812 Penalty: 702.400391
	Iteration 2F: 3 clusters Score -108497.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -108539.195312 Penalty: 702.400391
	Iteration 3F: 3 clusters Score -108539.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -108581.023438 Penalty: 702.400391
	Iteration 4Q: 3 clusters Score -108581 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -108632.875000 Penalty: 702.400391
	Iteration 5Q: 3 clusters Score -108632.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -108683.203125 Penalty: 702.400391
	Iteration 6Q: 3 clusters Score -108683.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -108736.437500 Penalty: 702.400391
	Iteration 7Q: 3 clusters Score -108736.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -108783.437500 Penalty: 702.400391
	Iteration 8Q: 3 clusters Score -108783.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -108830.585938 Penalty: 702.400391
	Iteration 9Q: 3 clusters Score -108830.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -108869.687500 Penalty: 702.400391
	Iteration 10Q: 3 clusters Score -108869.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -108908.359375 Penalty: 702.400391
	Iteration 11Q: 3 clusters Score -108908.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -108956.140625 Penalty: 702.400391
	Iteration 12Q: 3 clusters Score -108956.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -109012.421875 Penalty: 702.400391
	Iteration 13Q: 3 clusters Score -109012.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -109074.242188 Penalty: 702.400391
	Iteration 14Q: 3 clusters Score -109074.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -109119.312500 Penalty: 702.400391
	Iteration 15Q: 3 clusters Score -109119.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -109157.023438 Penalty: 702.400391
	Iteration 16Q: 3 clusters Score -109157 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -109181.367188 Penalty: 702.400391
	Iteration 17Q: 3 clusters Score -109181.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -109195.351562 Penalty: 702.400391
	Iteration 18Q: 3 clusters Score -109195.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -109210.296875 Penalty: 702.400391
	Iteration 19Q: 3 clusters Score -109210.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -109218.281250 Penalty: 702.400391
	Iteration 20F: 3 clusters Score -109218.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -109223.203125 Penalty: 702.400391
	Iteration 21Q: 3 clusters Score -109223.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -109227.109375 Penalty: 702.400391
	Iteration 22Q: 3 clusters Score -109227.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -109231.234375 Penalty: 702.400391
	Iteration 23Q: 3 clusters Score -109231.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -109235.085938 Penalty: 702.400391
	Iteration 24Q: 3 clusters Score -109235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -109236.296875 Penalty: 702.400391
	Iteration 25Q: 3 clusters Score -109236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -109237.304688 Penalty: 702.400391
	Iteration 26Q: 3 clusters Score -109237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -109237.578125 Penalty: 702.400391
	Iteration 27Q: 3 clusters Score -109237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -109237.890625 Penalty: 702.400391
	Iteration 28Q: 3 clusters Score -109237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -109237.890625 Penalty: 702.400391
	Iteration 29F: 3 clusters Score -109237.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (74866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Entering Unmasked Estep 
Score: -3934879.250000 Penalty: 510.667236
	Iteration 0F: 2 clusters Score -3934879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -3884207.000000 Penalty: 1021.334473
	Iteration 0F: 3 clusters Score -3884207 nChanged 36407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -3906784.000000 Penalty: 1021.334473
	Iteration 1F: 3 clusters Score -3906784 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37970 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3919914 nChanged 4539
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Entering Unmasked Estep 
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Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3924293 nChanged 2049
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Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3925249 nChanged 1193
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Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3925994 nChanged 1122
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Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3926706 nChanged 1109
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Mstep: Class 1 contains 34426 members 
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3927030 nChanged 1013
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Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3927355 nChanged 953
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Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3927570 nChanged 889
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3927771 nChanged 832
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Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3927962 nChanged 782
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Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3928125 nChanged 741
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Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3928296 nChanged 619
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Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 41841 members 
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	Iteration 22Q: 3 clusters Score -3928404 nChanged 506
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Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3928469 nChanged 453
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Mstep: Class 1 contains 32910 members 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3928521 nChanged 397
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Mstep: Class 1 contains 32883 members 
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3928550 nChanged 326
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Mstep: Class 1 contains 32827 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3928590 nChanged 271
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Mstep: Class 1 contains 32766 members 
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	Iteration 27Q: 3 clusters Score -3928594 nChanged 224
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Mstep: Class 1 contains 32724 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3928616 nChanged 245
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Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3928635 nChanged 228
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Mstep: Class 1 contains 32679 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3928661 nChanged 214
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Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3928664 nChanged 199
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	Iteration 32Q: 3 clusters Score -3928681 nChanged 170
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	Iteration 33Q: 3 clusters Score -3928696 nChanged 150
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3928713 nChanged 157
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	Iteration 35Q: 3 clusters Score -3928708 nChanged 130
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	Iteration 37Q: 3 clusters Score -3928726 nChanged 85
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	Iteration 38Q: 3 clusters Score -3928740 nChanged 62
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	Iteration 39Q: 3 clusters Score -3928734 nChanged 51
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3928732 nChanged 41
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	Iteration 41Q: 3 clusters Score -3928738 nChanged 47
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	Iteration 42Q: 3 clusters Score -3928739 nChanged 34
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Mstep: Class 1 contains 32615 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3928736 nChanged 24
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Mstep: Class 1 contains 32603 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3928732 nChanged 26
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Mstep: Class 1 contains 32593 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3928734 nChanged 20
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	Iteration 46Q: 3 clusters Score -3928741 nChanged 9
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Mstep: Class 1 contains 32576 members 
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	Iteration 47Q: 3 clusters Score -3928740 nChanged 8
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3928738 nChanged 10
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Mstep: Class 1 contains 32558 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3928737 nChanged 11
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	Iteration 50Q: 3 clusters Score -3928735 nChanged 7
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3928737 nChanged 8
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	Iteration 52Q: 3 clusters Score -3928738 nChanged 11
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	Iteration 53Q: 3 clusters Score -3928733 nChanged 8
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	Iteration 54Q: 3 clusters Score -3928733 nChanged 9
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	Iteration 55Q: 3 clusters Score -3928737 nChanged 8
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	Iteration 56Q: 3 clusters Score -3928739 nChanged 9
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	Iteration 57Q: 3 clusters Score -3928738 nChanged 8
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3928741 nChanged 8
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	Iteration 59Q: 3 clusters Score -3928739 nChanged 11
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3928734 nChanged 8
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	Iteration 61Q: 3 clusters Score -3928733 nChanged 11
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3928736 nChanged 10
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3928737 nChanged 8
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	Iteration 64Q: 3 clusters Score -3928736 nChanged 10
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3928734 nChanged 15
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3928736 nChanged 18
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3928735 nChanged 19
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	Iteration 68Q: 3 clusters Score -3928736 nChanged 15
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Entering Unmasked Estep 
Score: -3928730.500000 Penalty: 1021.334473
	Iteration 69Q: 3 clusters Score -3928730 nChanged 15
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3928730 nChanged 15
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3928733 nChanged 13
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	Iteration 72Q: 3 clusters Score -3928732 nChanged 3
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	Iteration 73Q: 3 clusters Score -3928731 nChanged 2
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	Iteration 74Q: 3 clusters Score -3928731 nChanged 4
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	Iteration 75Q: 3 clusters Score -3928732 nChanged 5
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	Iteration 76Q: 3 clusters Score -3928731 nChanged 3
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	Iteration 77Q: 3 clusters Score -3928728 nChanged 3
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	Iteration 78Q: 3 clusters Score -3928730 nChanged 6
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	Iteration 79Q: 3 clusters Score -3928729 nChanged 7
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	Iteration 80F: 3 clusters Score -3928736 nChanged 7
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	Iteration 81Q: 3 clusters Score -3928743 nChanged 4
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	Iteration 82Q: 3 clusters Score -3928744 nChanged 5
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	Iteration 83Q: 3 clusters Score -3928745 nChanged 2
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	Iteration 84Q: 3 clusters Score -3928746 nChanged 1
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	Iteration 85Q: 3 clusters Score -3928746 nChanged 4
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	Iteration 86Q: 3 clusters Score -3928746 nChanged 8
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	Iteration 87Q: 3 clusters Score -3928748 nChanged 11
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	Iteration 88Q: 3 clusters Score -3928750 nChanged 11
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	Iteration 89Q: 3 clusters Score -3928749 nChanged 17
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	Iteration 90Q: 3 clusters Score -3928740 nChanged 9
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	Iteration 91Q: 3 clusters Score -3928743 nChanged 9
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	Iteration 92Q: 3 clusters Score -3928742 nChanged 9
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	Iteration 93Q: 3 clusters Score -3928743 nChanged 12
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	Iteration 94Q: 3 clusters Score -3928743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -3928748.250000 Penalty: 1021.334473
	Iteration 95Q: 3 clusters Score -3928748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -3928754.750000 Penalty: 1021.334473
	Iteration 96Q: 3 clusters Score -3928755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -3928748.500000 Penalty: 1021.334473
	Iteration 97Q: 3 clusters Score -3928748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -3928747.750000 Penalty: 1021.334473
	Iteration 98Q: 3 clusters Score -3928748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -3928753.750000 Penalty: 1021.334473
	Iteration 99Q: 3 clusters Score -3928754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -3928749.750000 Penalty: 1021.334473
	Iteration 100F: 3 clusters Score -3928750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -3928752.250000 Penalty: 1021.334473
	Iteration 101Q: 3 clusters Score -3928752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -3928752.000000 Penalty: 1021.334473
	Iteration 102Q: 3 clusters Score -3928752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -3928754.500000 Penalty: 1021.334473
	Iteration 103Q: 3 clusters Score -3928754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -3928756.500000 Penalty: 1021.334473
	Iteration 104Q: 3 clusters Score -3928756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -3928755.000000 Penalty: 1021.334473
	Iteration 105Q: 3 clusters Score -3928755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -3928754.250000 Penalty: 1021.334473
	Iteration 106Q: 3 clusters Score -3928754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -3928755.000000 Penalty: 1021.334473
	Iteration 107Q: 3 clusters Score -3928755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -3928756.250000 Penalty: 1021.334473
	Iteration 108Q: 3 clusters Score -3928756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -3928761.750000 Penalty: 1021.334473
	Iteration 109Q: 3 clusters Score -3928762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -3928758.750000 Penalty: 1021.334473
	Iteration 110Q: 3 clusters Score -3928759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -3928759.000000 Penalty: 1021.334473
	Iteration 111Q: 3 clusters Score -3928759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -3928758.250000 Penalty: 1021.334473
	Iteration 112Q: 3 clusters Score -3928758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -3928758.000000 Penalty: 1021.334473
	Iteration 113Q: 3 clusters Score -3928758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -3928760.750000 Penalty: 1021.334473
	Iteration 114Q: 3 clusters Score -3928761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -3928759.000000 Penalty: 1021.334473
	Iteration 115Q: 3 clusters Score -3928759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -3928759.750000 Penalty: 1021.334473
	Iteration 116Q: 3 clusters Score -3928760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -3928757.750000 Penalty: 1021.334473
	Iteration 117Q: 3 clusters Score -3928758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -3928757.000000 Penalty: 1021.334473
	Iteration 118Q: 3 clusters Score -3928757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -3928759.750000 Penalty: 1021.334473
	Iteration 119Q: 3 clusters Score -3928760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -3928757.500000 Penalty: 1021.334473
	Iteration 120F: 3 clusters Score -3928758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -3928749.000000 Penalty: 1021.334473
	Iteration 121Q: 3 clusters Score -3928749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -3928748.750000 Penalty: 1021.334473
	Iteration 122Q: 3 clusters Score -3928749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -3928755.750000 Penalty: 1021.334473
	Iteration 123Q: 3 clusters Score -3928756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -3928751.750000 Penalty: 1021.334473
	Iteration 124Q: 3 clusters Score -3928752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -3928746.500000 Penalty: 1021.334473
	Iteration 125Q: 3 clusters Score -3928746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -3928746.500000 Penalty: 1021.334473
	Iteration 126Q: 3 clusters Score -3928746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -3928747.250000 Penalty: 1021.334473
	Iteration 127Q: 3 clusters Score -3928747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -3928744.500000 Penalty: 1021.334473
	Iteration 128Q: 3 clusters Score -3928744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -3928743.000000 Penalty: 1021.334473
	Iteration 129Q: 3 clusters Score -3928743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -3928745.000000 Penalty: 1021.334473
	Iteration 130Q: 3 clusters Score -3928745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -3928743.500000 Penalty: 1021.334473
	Iteration 131Q: 3 clusters Score -3928744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -3928748.250000 Penalty: 1021.334473
	Iteration 132Q: 3 clusters Score -3928748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -3928751.250000 Penalty: 1021.334473
	Iteration 133Q: 3 clusters Score -3928751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -3928751.250000 Penalty: 1021.334473
	Iteration 134Q: 3 clusters Score -3928751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -3928747.750000 Penalty: 1021.334473
	Iteration 135Q: 3 clusters Score -3928748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -3928749.000000 Penalty: 1021.334473
	Iteration 136Q: 3 clusters Score -3928749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -3928752.000000 Penalty: 1021.334473
	Iteration 137Q: 3 clusters Score -3928752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -3928752.500000 Penalty: 1021.334473
	Iteration 138Q: 3 clusters Score -3928752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -3928751.250000 Penalty: 1021.334473
	Iteration 139Q: 3 clusters Score -3928751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -3928748.000000 Penalty: 1021.334473
	Iteration 140F: 3 clusters Score -3928748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -245242.843750 Penalty: 384.649109
	Iteration 0F: 2 clusters Score -245242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -242111.593750 Penalty: 769.298218
	Iteration 0F: 3 clusters Score -242111.6 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -243286.375000 Penalty: 769.298218
	Iteration 1F: 3 clusters Score -243286.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -243433.546875 Penalty: 769.298218
	Iteration 2F: 3 clusters Score -243433.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -243599.421875 Penalty: 769.298218
	Iteration 3F: 3 clusters Score -243599.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -243793.015625 Penalty: 769.298218
	Iteration 4F: 3 clusters Score -243793 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -243996.781250 Penalty: 769.298218
	Iteration 5F: 3 clusters Score -243996.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -244182.250000 Penalty: 769.298218
	Iteration 6F: 3 clusters Score -244182.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -244334.062500 Penalty: 769.298218
	Iteration 7Q: 3 clusters Score -244334.1 nChanged 180
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: -244449.296875 Penalty: 769.298218
	Iteration 8Q: 3 clusters Score -244449.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -244531.921875 Penalty: 769.298218
	Iteration 9Q: 3 clusters Score -244531.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -244606.187500 Penalty: 769.298218
	Iteration 10Q: 3 clusters Score -244606.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -244670.234375 Penalty: 769.298218
	Iteration 11Q: 3 clusters Score -244670.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -244727.218750 Penalty: 769.298218
	Iteration 12Q: 3 clusters Score -244727.2 nChanged 69
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: -244765.234375 Penalty: 769.298218
	Iteration 13Q: 3 clusters Score -244765.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -244790.171875 Penalty: 769.298218
	Iteration 14Q: 3 clusters Score -244790.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -244809.453125 Penalty: 769.298218
	Iteration 15Q: 3 clusters Score -244809.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -244835.906250 Penalty: 769.298218
	Iteration 16Q: 3 clusters Score -244835.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -244855.328125 Penalty: 769.298218
	Iteration 17Q: 3 clusters Score -244855.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -244876.312500 Penalty: 769.298218
	Iteration 18Q: 3 clusters Score -244876.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -244893.031250 Penalty: 769.298218
	Iteration 19Q: 3 clusters Score -244893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -244912.890625 Penalty: 769.298218
	Iteration 20F: 3 clusters Score -244912.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -244926.031250 Penalty: 769.298218
	Iteration 21Q: 3 clusters Score -244926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -244937.437500 Penalty: 769.298218
	Iteration 22Q: 3 clusters Score -244937.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -244941.921875 Penalty: 769.298218
	Iteration 23Q: 3 clusters Score -244941.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -244945.875000 Penalty: 769.298218
	Iteration 24Q: 3 clusters Score -244945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -244951.484375 Penalty: 769.298218
	Iteration 25Q: 3 clusters Score -244951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -244955.281250 Penalty: 769.298218
	Iteration 26Q: 3 clusters Score -244955.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -244959.640625 Penalty: 769.298218
	Iteration 27Q: 3 clusters Score -244959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -244961.609375 Penalty: 769.298218
	Iteration 28Q: 3 clusters Score -244961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -244964.640625 Penalty: 769.298218
	Iteration 29Q: 3 clusters Score -244964.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -244968.265625 Penalty: 769.298218
	Iteration 30Q: 3 clusters Score -244968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -244971.453125 Penalty: 769.298218
	Iteration 31Q: 3 clusters Score -244971.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -244973.187500 Penalty: 769.298218
	Iteration 32Q: 3 clusters Score -244973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -244975.218750 Penalty: 769.298218
	Iteration 33Q: 3 clusters Score -244975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -244976.015625 Penalty: 769.298218
	Iteration 34Q: 3 clusters Score -244976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -244976.796875 Penalty: 769.298218
	Iteration 35Q: 3 clusters Score -244976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -244978.250000 Penalty: 769.298218
	Iteration 36Q: 3 clusters Score -244978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -244978.562500 Penalty: 769.298218
	Iteration 37Q: 3 clusters Score -244978.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -244978.562500 Penalty: 769.298218
	Iteration 38F: 3 clusters Score -244978.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (23893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Entering Unmasked Estep 
Score: -1324563.625000 Penalty: 458.701019
	Iteration 0F: 2 clusters Score -1324564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1308555.125000 Penalty: 917.402039
	Iteration 0F: 3 clusters Score -1308555 nChanged 11379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1315138.000000 Penalty: 917.402039
	Iteration 1F: 3 clusters Score -1315138 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1315401.000000 Penalty: 917.402039
	Iteration 2Q: 3 clusters Score -1315401 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1315697.750000 Penalty: 917.402039
	Iteration 3Q: 3 clusters Score -1315698 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1316088 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1317544 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1318768 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1319830.750000 Penalty: 917.402039
	Iteration 8F: 3 clusters Score -1319831 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1320373 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1320649 nChanged 246
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1320699 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1320742 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1320796 nChanged 234
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1320834 nChanged 207
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Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1320882 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1320934 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1320988 nChanged 283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1321086 nChanged 312
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1321195 nChanged 359
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1321348 nChanged 393
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Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1321528 nChanged 393
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1321720 nChanged 463
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Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1321964 nChanged 511
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1322257 nChanged 532
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Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1322584 nChanged 519
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Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1322892 nChanged 491
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Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1323130 nChanged 400
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Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1323284 nChanged 321
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Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1323378 nChanged 244
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Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1323448 nChanged 192
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Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1323487 nChanged 162
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Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1323511 nChanged 135
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Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1323532 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1323547 nChanged 111
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Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1323557 nChanged 109
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Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1323572 nChanged 98
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Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1323584 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1323590 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 8198 members 
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	Iteration 41Q: 3 clusters Score -1323598 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1323599 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1323607 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1323611 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1323614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1323623.000000 Penalty: 917.402039
	Iteration 46Q: 3 clusters Score -1323623 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1323619 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1323629.000000 Penalty: 917.402039
	Iteration 48Q: 3 clusters Score -1323629 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1323626 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1323630 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1323634 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1323635 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1323638 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1323641.000000 Penalty: 917.402039
	Iteration 54Q: 3 clusters Score -1323641 nChanged 76
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Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1323640 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1323643 nChanged 78
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Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1323640 nChanged 67
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Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1323642 nChanged 74
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Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1323646 nChanged 68
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Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1323645 nChanged 63
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Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1323644 nChanged 57
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Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 6449 members 
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	Iteration 62Q: 3 clusters Score -1323643 nChanged 52
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Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1323643 nChanged 68
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Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 6329 members 
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	Iteration 64Q: 3 clusters Score -1323647 nChanged 59
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Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 6270 members 
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	Iteration 65Q: 3 clusters Score -1323648 nChanged 73
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Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1323650 nChanged 74
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Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 6123 members 
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	Iteration 67Q: 3 clusters Score -1323648 nChanged 71
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Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1323651 nChanged 69
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Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 5983 members 
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	Iteration 69Q: 3 clusters Score -1323651 nChanged 88
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Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 5895 members 
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	Iteration 70Q: 3 clusters Score -1323657 nChanged 78
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Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 5817 members 
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	Iteration 71Q: 3 clusters Score -1323658 nChanged 80
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Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 5737 members 
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	Iteration 72Q: 3 clusters Score -1323660 nChanged 81
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Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1323659 nChanged 70
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Mstep: Class 1 contains 18307 members 
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	Iteration 74Q: 3 clusters Score -1323658 nChanged 55
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Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 5531 members 
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	Iteration 75Q: 3 clusters Score -1323659 nChanged 60
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Mstep: Class 1 contains 18422 members 
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	Iteration 76Q: 3 clusters Score -1323659 nChanged 62
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Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 5409 members 
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	Iteration 77Q: 3 clusters Score -1323662 nChanged 60
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Mstep: Class 1 contains 18544 members 
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	Iteration 78Q: 3 clusters Score -1323664 nChanged 63
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Mstep: Class 1 contains 18607 members 
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	Iteration 79Q: 3 clusters Score -1323668 nChanged 49
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	Iteration 80F: 3 clusters Score -1323667 nChanged 58
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Mstep: Class 1 contains 18714 members 
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	Iteration 81Q: 3 clusters Score -1323670 nChanged 58
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Mstep: Class 1 contains 18772 members 
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	Iteration 82Q: 3 clusters Score -1323666 nChanged 65
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Mstep: Class 1 contains 18837 members 
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	Iteration 83Q: 3 clusters Score -1323670 nChanged 60
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Mstep: Class 1 contains 18897 members 
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	Iteration 84Q: 3 clusters Score -1323678 nChanged 58
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Mstep: Class 1 contains 18955 members 
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	Iteration 85Q: 3 clusters Score -1323678 nChanged 52
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Mstep: Class 1 contains 19007 members 
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	Iteration 86Q: 3 clusters Score -1323672 nChanged 46
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Mstep: Class 1 contains 19053 members 
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	Iteration 87Q: 3 clusters Score -1323672 nChanged 52
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Mstep: Class 1 contains 19105 members 
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	Iteration 88Q: 3 clusters Score -1323673 nChanged 48
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Mstep: Class 1 contains 19153 members 
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	Iteration 89Q: 3 clusters Score -1323676 nChanged 42
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Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 4698 members 
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	Iteration 90Q: 3 clusters Score -1323676 nChanged 43
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Mstep: Class 1 contains 19238 members 
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	Iteration 91Q: 3 clusters Score -1323676 nChanged 40
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Mstep: Class 1 contains 19278 members 
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	Iteration 92Q: 3 clusters Score -1323677 nChanged 37
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Mstep: Class 1 contains 19315 members 
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	Iteration 93Q: 3 clusters Score -1323676 nChanged 37
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Mstep: Class 1 contains 19352 members 
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	Iteration 94Q: 3 clusters Score -1323679 nChanged 35
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Mstep: Class 1 contains 19387 members 
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	Iteration 95Q: 3 clusters Score -1323678 nChanged 37
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Mstep: Class 1 contains 19424 members 
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	Iteration 96Q: 3 clusters Score -1323678 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1323679.000000 Penalty: 917.402039
	Iteration 97Q: 3 clusters Score -1323679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1323673.500000 Penalty: 917.402039
	Iteration 98Q: 3 clusters Score -1323674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1323677.625000 Penalty: 917.402039
	Iteration 99Q: 3 clusters Score -1323678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1323677.625000 Penalty: 917.402039
	Iteration 100F: 3 clusters Score -1323678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1323676.375000 Penalty: 917.402039
	Iteration 101Q: 3 clusters Score -1323676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1323676.000000 Penalty: 917.402039
	Iteration 102Q: 3 clusters Score -1323676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1323673.625000 Penalty: 917.402039
	Iteration 103Q: 3 clusters Score -1323674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1323672.375000 Penalty: 917.402039
	Iteration 104Q: 3 clusters Score -1323672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1323675.000000 Penalty: 917.402039
	Iteration 105Q: 3 clusters Score -1323675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1323675.375000 Penalty: 917.402039
	Iteration 106Q: 3 clusters Score -1323675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1323678.250000 Penalty: 917.402039
	Iteration 107Q: 3 clusters Score -1323678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1323677.125000 Penalty: 917.402039
	Iteration 108Q: 3 clusters Score -1323677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1323677.875000 Penalty: 917.402039
	Iteration 109Q: 3 clusters Score -1323678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1323676.375000 Penalty: 917.402039
	Iteration 110Q: 3 clusters Score -1323676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1323675.875000 Penalty: 917.402039
	Iteration 111Q: 3 clusters Score -1323676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1323675.875000 Penalty: 917.402039
	Iteration 112Q: 3 clusters Score -1323676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1323675.875000 Penalty: 917.402039
	Iteration 113F: 3 clusters Score -1323676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (161510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161510 members 
Entering Unmasked Estep 
Score: -8383584.500000 Penalty: 545.650635
	Iteration 0F: 2 clusters Score -8383584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -8275178.000000 Penalty: 1091.301270
	Iteration 0F: 3 clusters Score -8275178 nChanged 79686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79372 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -8323048.000000 Penalty: 1091.301270
	Iteration 1F: 3 clusters Score -8323048 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -8324953.500000 Penalty: 1091.301270
	Iteration 2Q: 3 clusters Score -8324954 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -8327454.500000 Penalty: 1091.301270
	Iteration 3Q: 3 clusters Score -8327454 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -8331034.000000 Penalty: 1091.301270
	Iteration 4Q: 3 clusters Score -8331034 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -8336393.500000 Penalty: 1091.301270
	Iteration 5F: 3 clusters Score -8336394 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 92081 members 
Entering Unmasked Estep 
Score: -8344370.000000 Penalty: 1091.301270
	Iteration 6F: 3 clusters Score -8344370 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -8352387.000000 Penalty: 1091.301270
	Iteration 7F: 3 clusters Score -8352387 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -8356278.500000 Penalty: 1091.301270
	Iteration 8F: 3 clusters Score -8356278 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -8357500.500000 Penalty: 1091.301270
	Iteration 9Q: 3 clusters Score -8357500 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 101634 members 
Entering Unmasked Estep 
Score: -8358087.000000 Penalty: 1091.301270
	Iteration 10Q: 3 clusters Score -8358087 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 104200 members 
Entering Unmasked Estep 
Score: -8358737.500000 Penalty: 1091.301270
	Iteration 11Q: 3 clusters Score -8358738 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 106956 members 
Entering Unmasked Estep 
Score: -8359378.500000 Penalty: 1091.301270
	Iteration 12Q: 3 clusters Score -8359378 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 109935 members 
Entering Unmasked Estep 
Score: -8360129.000000 Penalty: 1091.301270
	Iteration 13Q: 3 clusters Score -8360129 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -8360996.500000 Penalty: 1091.301270
	Iteration 14Q: 3 clusters Score -8360996 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -8361802.000000 Penalty: 1091.301270
	Iteration 15Q: 3 clusters Score -8361802 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 119974 members 
Entering Unmasked Estep 
Score: -8362813.500000 Penalty: 1091.301270
	Iteration 16Q: 3 clusters Score -8362814 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 123592 members 
Entering Unmasked Estep 
Score: -8364006.000000 Penalty: 1091.301270
	Iteration 17Q: 3 clusters Score -8364006 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 127398 members 
Entering Unmasked Estep 
Score: -8365364.000000 Penalty: 1091.301270
	Iteration 18Q: 3 clusters Score -8365364 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 131289 members 
Entering Unmasked Estep 
Score: -8366821.000000 Penalty: 1091.301270
	Iteration 19Q: 3 clusters Score -8366821 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 135122 members 
Entering Unmasked Estep 
Score: -8368405.000000 Penalty: 1091.301270
	Iteration 20F: 3 clusters Score -8368405 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 139021 members 
Entering Unmasked Estep 
Score: -8370133.500000 Penalty: 1091.301270
	Iteration 21Q: 3 clusters Score -8370134 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 142942 members 
Entering Unmasked Estep 
Score: -8371934.500000 Penalty: 1091.301270
	Iteration 22Q: 3 clusters Score -8371934 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 146522 members 
Entering Unmasked Estep 
Score: -8374004.000000 Penalty: 1091.301270
	Iteration 23Q: 3 clusters Score -8374004 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 149792 members 
Entering Unmasked Estep 
Score: -8376157.500000 Penalty: 1091.301270
	Iteration 24Q: 3 clusters Score -8376158 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 152694 members 
Entering Unmasked Estep 
Score: -8378136.500000 Penalty: 1091.301270
	Iteration 25Q: 3 clusters Score -8378136 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 155090 members 
Entering Unmasked Estep 
Score: -8379707.500000 Penalty: 1091.301270
	Iteration 26Q: 3 clusters Score -8379708 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 157041 members 
Entering Unmasked Estep 
Score: -8381030.500000 Penalty: 1091.301270
	Iteration 27Q: 3 clusters Score -8381030 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 158475 members 
Entering Unmasked Estep 
Score: -8381905.000000 Penalty: 1091.301270
	Iteration 28Q: 3 clusters Score -8381905 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 159444 members 
Entering Unmasked Estep 
Score: -8382441.500000 Penalty: 1091.301270
	Iteration 29Q: 3 clusters Score -8382442 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 160107 members 
Entering Unmasked Estep 
Score: -8382708.500000 Penalty: 1091.301270
	Iteration 30Q: 3 clusters Score -8382708 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 160589 members 
Entering Unmasked Estep 
Score: -8382896.000000 Penalty: 1091.301270
	Iteration 31Q: 3 clusters Score -8382896 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 160881 members 
Entering Unmasked Estep 
Score: -8382996.000000 Penalty: 1091.301270
	Iteration 32Q: 3 clusters Score -8382996 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 161072 members 
Entering Unmasked Estep 
Score: -8383063.500000 Penalty: 1091.301270
	Iteration 33Q: 3 clusters Score -8383064 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 161183 members 
Entering Unmasked Estep 
Score: -8383100.000000 Penalty: 1091.301270
	Iteration 34Q: 3 clusters Score -8383100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 161260 members 
Entering Unmasked Estep 
Score: -8383123.500000 Penalty: 1091.301270
	Iteration 35Q: 3 clusters Score -8383124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 161307 members 
Entering Unmasked Estep 
Score: -8383142.500000 Penalty: 1091.301270
	Iteration 36Q: 3 clusters Score -8383142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 161332 members 
Entering Unmasked Estep 
Score: -8383147.500000 Penalty: 1091.301270
	Iteration 37Q: 3 clusters Score -8383148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161343 members 
Entering Unmasked Estep 
Score: -8383150.500000 Penalty: 1091.301270
	Iteration 38Q: 3 clusters Score -8383150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 161352 members 
Entering Unmasked Estep 
Score: -8383160.500000 Penalty: 1091.301270
	Iteration 39Q: 3 clusters Score -8383160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 161356 members 
Entering Unmasked Estep 
Score: -8383163.500000 Penalty: 1091.301270
	Iteration 40F: 3 clusters Score -8383164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161362 members 
Entering Unmasked Estep 
Score: -8383156.000000 Penalty: 1091.301270
	Iteration 41Q: 3 clusters Score -8383156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161365 members 
Entering Unmasked Estep 
Score: -8383166.000000 Penalty: 1091.301270
	Iteration 42Q: 3 clusters Score -8383166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 161369 members 
Entering Unmasked Estep 
Score: -8383163.000000 Penalty: 1091.301270
	Iteration 43Q: 3 clusters Score -8383163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 161370 members 
Entering Unmasked Estep 
Score: -8383158.000000 Penalty: 1091.301270
	Iteration 44Q: 3 clusters Score -8383158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161371 members 
Entering Unmasked Estep 
Score: -8383158.500000 Penalty: 1091.301270
	Iteration 45Q: 3 clusters Score -8383158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 161371 members 
Entering Unmasked Estep 
Score: -8383158.500000 Penalty: 1091.301270
	Iteration 46F: 3 clusters Score -8383158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -106945.664062 Penalty: 345.153381
	Iteration 0F: 2 clusters Score -106945.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -105543.796875 Penalty: 690.306763
	Iteration 0F: 3 clusters Score -105543.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -106007.765625 Penalty: 690.306763
	Iteration 1F: 3 clusters Score -106007.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -106096.328125 Penalty: 690.306763
	Iteration 2F: 3 clusters Score -106096.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -106179.007812 Penalty: 690.306763
	Iteration 3F: 3 clusters Score -106179 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -106237.828125 Penalty: 690.306763
	Iteration 4Q: 3 clusters Score -106237.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -106299.468750 Penalty: 690.306763
	Iteration 5Q: 3 clusters Score -106299.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -106339.515625 Penalty: 690.306763
	Iteration 6Q: 3 clusters Score -106339.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -106359.085938 Penalty: 690.306763
	Iteration 7Q: 3 clusters Score -106359.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -106378.523438 Penalty: 690.306763
	Iteration 8Q: 3 clusters Score -106378.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -106398.546875 Penalty: 690.306763
	Iteration 9Q: 3 clusters Score -106398.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -106418.687500 Penalty: 690.306763
	Iteration 10Q: 3 clusters Score -106418.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -106433.304688 Penalty: 690.306763
	Iteration 11Q: 3 clusters Score -106433.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -106449.070312 Penalty: 690.306763
	Iteration 12Q: 3 clusters Score -106449.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -106462.015625 Penalty: 690.306763
	Iteration 13Q: 3 clusters Score -106462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -106475.859375 Penalty: 690.306763
	Iteration 14Q: 3 clusters Score -106475.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -106489.312500 Penalty: 690.306763
	Iteration 15Q: 3 clusters Score -106489.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -106501.382812 Penalty: 690.306763
	Iteration 16Q: 3 clusters Score -106501.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -106513.328125 Penalty: 690.306763
	Iteration 17Q: 3 clusters Score -106513.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -106519.187500 Penalty: 690.306763
	Iteration 18Q: 3 clusters Score -106519.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -106523.234375 Penalty: 690.306763
	Iteration 19Q: 3 clusters Score -106523.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -106528.406250 Penalty: 690.306763
	Iteration 20F: 3 clusters Score -106528.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -106535.773438 Penalty: 690.306763
	Iteration 21Q: 3 clusters Score -106535.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -106540.984375 Penalty: 690.306763
	Iteration 22Q: 3 clusters Score -106541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -106545.046875 Penalty: 690.306763
	Iteration 23Q: 3 clusters Score -106545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -106550.171875 Penalty: 690.306763
	Iteration 24Q: 3 clusters Score -106550.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -106556.515625 Penalty: 690.306763
	Iteration 25Q: 3 clusters Score -106556.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -106565.664062 Penalty: 690.306763
	Iteration 26Q: 3 clusters Score -106565.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -106570.937500 Penalty: 690.306763
	Iteration 27Q: 3 clusters Score -106570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -106575.257812 Penalty: 690.306763
	Iteration 28Q: 3 clusters Score -106575.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -106579.054688 Penalty: 690.306763
	Iteration 29Q: 3 clusters Score -106579.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -106581.515625 Penalty: 690.306763
	Iteration 30Q: 3 clusters Score -106581.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -106586.062500 Penalty: 690.306763
	Iteration 31Q: 3 clusters Score -106586.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -106592.398438 Penalty: 690.306763
	Iteration 32Q: 3 clusters Score -106592.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -106600.687500 Penalty: 690.306763
	Iteration 33Q: 3 clusters Score -106600.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -106616.828125 Penalty: 690.306763
	Iteration 34Q: 3 clusters Score -106616.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -106629.179688 Penalty: 690.306763
	Iteration 35Q: 3 clusters Score -106629.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -106644.421875 Penalty: 690.306763
	Iteration 36Q: 3 clusters Score -106644.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -106655.148438 Penalty: 690.306763
	Iteration 37Q: 3 clusters Score -106655.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -106671.617188 Penalty: 690.306763
	Iteration 38Q: 3 clusters Score -106671.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -106681.890625 Penalty: 690.306763
	Iteration 39Q: 3 clusters Score -106681.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -106687.875000 Penalty: 690.306763
	Iteration 40F: 3 clusters Score -106687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -106690.554688 Penalty: 690.306763
	Iteration 41Q: 3 clusters Score -106690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -106692.726562 Penalty: 690.306763
	Iteration 42Q: 3 clusters Score -106692.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -106697.156250 Penalty: 690.306763
	Iteration 43Q: 3 clusters Score -106697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -106699.531250 Penalty: 690.306763
	Iteration 44Q: 3 clusters Score -106699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -106700.742188 Penalty: 690.306763
	Iteration 45Q: 3 clusters Score -106700.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -106700.742188 Penalty: 690.306763
	Iteration 46F: 3 clusters Score -106700.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (19137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Entering Unmasked Estep 
Score: -1096081.250000 Penalty: 448.601746
	Iteration 0F: 2 clusters Score -1096081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1083429.625000 Penalty: 897.203491
	Iteration 0F: 3 clusters Score -1083430 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1088721.000000 Penalty: 897.203491
	Iteration 1F: 3 clusters Score -1088721 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1089046.375000 Penalty: 897.203491
	Iteration 2Q: 3 clusters Score -1089046 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1089510.125000 Penalty: 897.203491
	Iteration 3Q: 3 clusters Score -1089510 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1090196.125000 Penalty: 897.203491
	Iteration 4F: 3 clusters Score -1090196 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1091181.625000 Penalty: 897.203491
	Iteration 5F: 3 clusters Score -1091182 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1092221.875000 Penalty: 897.203491
	Iteration 6F: 3 clusters Score -1092222 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1093082.250000 Penalty: 897.203491
	Iteration 7F: 3 clusters Score -1093082 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1093685.375000 Penalty: 897.203491
	Iteration 8Q: 3 clusters Score -1093685 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1094072.000000 Penalty: 897.203491
	Iteration 9Q: 3 clusters Score -1094072 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1094260.000000 Penalty: 897.203491
	Iteration 10Q: 3 clusters Score -1094260 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1094372.375000 Penalty: 897.203491
	Iteration 11Q: 3 clusters Score -1094372 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1094447.750000 Penalty: 897.203491
	Iteration 12Q: 3 clusters Score -1094448 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1094501.625000 Penalty: 897.203491
	Iteration 13Q: 3 clusters Score -1094502 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -1094542.250000 Penalty: 897.203491
	Iteration 14Q: 3 clusters Score -1094542 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1094586.000000 Penalty: 897.203491
	Iteration 15Q: 3 clusters Score -1094586 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1094614.375000 Penalty: 897.203491
	Iteration 16Q: 3 clusters Score -1094614 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1094634.500000 Penalty: 897.203491
	Iteration 17Q: 3 clusters Score -1094634 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1094650.500000 Penalty: 897.203491
	Iteration 18Q: 3 clusters Score -1094650 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1094661.625000 Penalty: 897.203491
	Iteration 19Q: 3 clusters Score -1094662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1094665.375000 Penalty: 897.203491
	Iteration 20F: 3 clusters Score -1094665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1094670.125000 Penalty: 897.203491
	Iteration 21Q: 3 clusters Score -1094670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1094677.375000 Penalty: 897.203491
	Iteration 22Q: 3 clusters Score -1094677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1094683.125000 Penalty: 897.203491
	Iteration 23Q: 3 clusters Score -1094683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1094690.875000 Penalty: 897.203491
	Iteration 24Q: 3 clusters Score -1094691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1094698.000000 Penalty: 897.203491
	Iteration 25Q: 3 clusters Score -1094698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1094703.125000 Penalty: 897.203491
	Iteration 26Q: 3 clusters Score -1094703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1094706.125000 Penalty: 897.203491
	Iteration 27Q: 3 clusters Score -1094706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1094711.625000 Penalty: 897.203491
	Iteration 28Q: 3 clusters Score -1094712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1094713.125000 Penalty: 897.203491
	Iteration 29Q: 3 clusters Score -1094713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1094718.875000 Penalty: 897.203491
	Iteration 30Q: 3 clusters Score -1094719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1094720.250000 Penalty: 897.203491
	Iteration 31Q: 3 clusters Score -1094720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1094723.750000 Penalty: 897.203491
	Iteration 32Q: 3 clusters Score -1094724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1094728.250000 Penalty: 897.203491
	Iteration 33Q: 3 clusters Score -1094728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1094735.000000 Penalty: 897.203491
	Iteration 34Q: 3 clusters Score -1094735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1094737.625000 Penalty: 897.203491
	Iteration 35Q: 3 clusters Score -1094738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1094737.375000 Penalty: 897.203491
	Iteration 36Q: 3 clusters Score -1094737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1094736.625000 Penalty: 897.203491
	Iteration 37Q: 3 clusters Score -1094737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1094741.250000 Penalty: 897.203491
	Iteration 38Q: 3 clusters Score -1094741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1094742.125000 Penalty: 897.203491
	Iteration 39Q: 3 clusters Score -1094742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1094745.250000 Penalty: 897.203491
	Iteration 40F: 3 clusters Score -1094745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1094743.500000 Penalty: 897.203491
	Iteration 41Q: 3 clusters Score -1094744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1094745.125000 Penalty: 897.203491
	Iteration 42Q: 3 clusters Score -1094745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1094744.625000 Penalty: 897.203491
	Iteration 43Q: 3 clusters Score -1094745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1094745.750000 Penalty: 897.203491
	Iteration 44Q: 3 clusters Score -1094746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1094746.000000 Penalty: 897.203491
	Iteration 45Q: 3 clusters Score -1094746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1094743.375000 Penalty: 897.203491
	Iteration 46Q: 3 clusters Score -1094743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1094744.000000 Penalty: 897.203491
	Iteration 47Q: 3 clusters Score -1094744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -1094743.750000 Penalty: 897.203491
	Iteration 48Q: 3 clusters Score -1094744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1094742.750000 Penalty: 897.203491
	Iteration 49Q: 3 clusters Score -1094743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1094742.750000 Penalty: 897.203491
	Iteration 50Q: 3 clusters Score -1094743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1094743.500000 Penalty: 897.203491
	Iteration 51Q: 3 clusters Score -1094744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1094742.375000 Penalty: 897.203491
	Iteration 52Q: 3 clusters Score -1094742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1094741.250000 Penalty: 897.203491
	Iteration 53Q: 3 clusters Score -1094741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1094740.875000 Penalty: 897.203491
	Iteration 54Q: 3 clusters Score -1094741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1094741.750000 Penalty: 897.203491
	Iteration 55Q: 3 clusters Score -1094742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1094743.250000 Penalty: 897.203491
	Iteration 56Q: 3 clusters Score -1094743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1094743.250000 Penalty: 897.203491
	Iteration 57F: 3 clusters Score -1094743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (31703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Entering Unmasked Estep 
Score: -1759124.250000 Penalty: 471.569580
	Iteration 0F: 2 clusters Score -1759124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1738068.875000 Penalty: 943.139160
	Iteration 0F: 3 clusters Score -1738069 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1746795.375000 Penalty: 943.139160
	Iteration 1F: 3 clusters Score -1746795 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -1747203.625000 Penalty: 943.139160
	Iteration 2Q: 3 clusters Score -1747204 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1747791.125000 Penalty: 943.139160
	Iteration 3Q: 3 clusters Score -1747791 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -1748767.125000 Penalty: 943.139160
	Iteration 4F: 3 clusters Score -1748767 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -1750284.500000 Penalty: 943.139160
	Iteration 5F: 3 clusters Score -1750284 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -1752091.250000 Penalty: 943.139160
	Iteration 6F: 3 clusters Score -1752091 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -1753682.500000 Penalty: 943.139160
	Iteration 7F: 3 clusters Score -1753682 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -1754779.625000 Penalty: 943.139160
	Iteration 8Q: 3 clusters Score -1754780 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -1755410.500000 Penalty: 943.139160
	Iteration 9Q: 3 clusters Score -1755410 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -1755811.000000 Penalty: 943.139160
	Iteration 10Q: 3 clusters Score -1755811 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -1756154.750000 Penalty: 943.139160
	Iteration 11Q: 3 clusters Score -1756155 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -1756462.125000 Penalty: 943.139160
	Iteration 12Q: 3 clusters Score -1756462 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -1756710.750000 Penalty: 943.139160
	Iteration 13Q: 3 clusters Score -1756711 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -1756938.375000 Penalty: 943.139160
	Iteration 14Q: 3 clusters Score -1756938 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -1757140.625000 Penalty: 943.139160
	Iteration 15Q: 3 clusters Score -1757141 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -1757308.500000 Penalty: 943.139160
	Iteration 16Q: 3 clusters Score -1757308 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -1757440.250000 Penalty: 943.139160
	Iteration 17Q: 3 clusters Score -1757440 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -1757547.875000 Penalty: 943.139160
	Iteration 18Q: 3 clusters Score -1757548 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -1757645.875000 Penalty: 943.139160
	Iteration 19Q: 3 clusters Score -1757646 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -1757738.500000 Penalty: 943.139160
	Iteration 20F: 3 clusters Score -1757738 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -1757821.500000 Penalty: 943.139160
	Iteration 21Q: 3 clusters Score -1757822 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -1757896.750000 Penalty: 943.139160
	Iteration 22Q: 3 clusters Score -1757897 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -1757972.750000 Penalty: 943.139160
	Iteration 23Q: 3 clusters Score -1757973 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -1758049.250000 Penalty: 943.139160
	Iteration 24Q: 3 clusters Score -1758049 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -1758170.375000 Penalty: 943.139160
	Iteration 25Q: 3 clusters Score -1758170 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -1758302.000000 Penalty: 943.139160
	Iteration 26Q: 3 clusters Score -1758302 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -1758399.125000 Penalty: 943.139160
	Iteration 27Q: 3 clusters Score -1758399 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -1758441.375000 Penalty: 943.139160
	Iteration 28Q: 3 clusters Score -1758441 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -1758466.750000 Penalty: 943.139160
	Iteration 29Q: 3 clusters Score -1758467 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -1758476.375000 Penalty: 943.139160
	Iteration 30Q: 3 clusters Score -1758476 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -1758484.750000 Penalty: 943.139160
	Iteration 31Q: 3 clusters Score -1758485 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -1758497.250000 Penalty: 943.139160
	Iteration 32Q: 3 clusters Score -1758497 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -1758491.375000 Penalty: 943.139160
	Iteration 33Q: 3 clusters Score -1758491 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -1758496.875000 Penalty: 943.139160
	Iteration 34Q: 3 clusters Score -1758497 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -1758496.375000 Penalty: 943.139160
	Iteration 35Q: 3 clusters Score -1758496 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -1758494.500000 Penalty: 943.139160
	Iteration 36Q: 3 clusters Score -1758494 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -1758491.500000 Penalty: 943.139160
	Iteration 37Q: 3 clusters Score -1758492 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -1758494.000000 Penalty: 943.139160
	Iteration 38Q: 3 clusters Score -1758494 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -1758490.250000 Penalty: 943.139160
	Iteration 39Q: 3 clusters Score -1758490 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -1758542.625000 Penalty: 943.139160
	Iteration 40F: 3 clusters Score -1758543 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -1758567.250000 Penalty: 943.139160
	Iteration 41Q: 3 clusters Score -1758567 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -1758582.250000 Penalty: 943.139160
	Iteration 42Q: 3 clusters Score -1758582 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -1758592.875000 Penalty: 943.139160
	Iteration 43Q: 3 clusters Score -1758593 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -1758607.500000 Penalty: 943.139160
	Iteration 44Q: 3 clusters Score -1758608 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -1758623.500000 Penalty: 943.139160
	Iteration 45Q: 3 clusters Score -1758624 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -1758628.500000 Penalty: 943.139160
	Iteration 46Q: 3 clusters Score -1758628 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -1758629.750000 Penalty: 943.139160
	Iteration 47Q: 3 clusters Score -1758630 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -1758631.125000 Penalty: 943.139160
	Iteration 48Q: 3 clusters Score -1758631 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -1758641.750000 Penalty: 943.139160
	Iteration 49Q: 3 clusters Score -1758642 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -1758642.125000 Penalty: 943.139160
	Iteration 50Q: 3 clusters Score -1758642 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -1758643.750000 Penalty: 943.139160
	Iteration 51Q: 3 clusters Score -1758644 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -1758643.250000 Penalty: 943.139160
	Iteration 52Q: 3 clusters Score -1758643 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -1758645.750000 Penalty: 943.139160
	Iteration 53Q: 3 clusters Score -1758646 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1758644.250000 Penalty: 943.139160
	Iteration 54Q: 3 clusters Score -1758644 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -1758641.500000 Penalty: 943.139160
	Iteration 55Q: 3 clusters Score -1758642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -1758641.750000 Penalty: 943.139160
	Iteration 56Q: 3 clusters Score -1758642 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1758636.125000 Penalty: 943.139160
	Iteration 57Q: 3 clusters Score -1758636 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -1758629.500000 Penalty: 943.139160
	Iteration 58Q: 3 clusters Score -1758630 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -1758629.125000 Penalty: 943.139160
	Iteration 59Q: 3 clusters Score -1758629 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -1758626.750000 Penalty: 943.139160
	Iteration 60F: 3 clusters Score -1758627 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1758626.500000 Penalty: 943.139160
	Iteration 61Q: 3 clusters Score -1758626 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -1758626.125000 Penalty: 943.139160
	Iteration 62Q: 3 clusters Score -1758626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -1758629.625000 Penalty: 943.139160
	Iteration 63Q: 3 clusters Score -1758630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -1758618.250000 Penalty: 943.139160
	Iteration 64Q: 3 clusters Score -1758618 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -1758606.500000 Penalty: 943.139160
	Iteration 65Q: 3 clusters Score -1758606 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1758604.000000 Penalty: 943.139160
	Iteration 66Q: 3 clusters Score -1758604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -1758602.000000 Penalty: 943.139160
	Iteration 67Q: 3 clusters Score -1758602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -1758598.625000 Penalty: 943.139160
	Iteration 68Q: 3 clusters Score -1758599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -1758592.750000 Penalty: 943.139160
	Iteration 69Q: 3 clusters Score -1758593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -1758587.500000 Penalty: 943.139160
	Iteration 70Q: 3 clusters Score -1758588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -1758587.000000 Penalty: 943.139160
	Iteration 71Q: 3 clusters Score -1758587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -1758574.875000 Penalty: 943.139160
	Iteration 72Q: 3 clusters Score -1758575 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1758575.750000 Penalty: 943.139160
	Iteration 73Q: 3 clusters Score -1758576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1758571.750000 Penalty: 943.139160
	Iteration 74Q: 3 clusters Score -1758572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1758563.375000 Penalty: 943.139160
	Iteration 75Q: 3 clusters Score -1758563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -1758565.125000 Penalty: 943.139160
	Iteration 76Q: 3 clusters Score -1758565 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -1758558.000000 Penalty: 943.139160
	Iteration 77Q: 3 clusters Score -1758558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1758556.750000 Penalty: 943.139160
	Iteration 78Q: 3 clusters Score -1758557 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1758552.375000 Penalty: 943.139160
	Iteration 79Q: 3 clusters Score -1758552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1758542.500000 Penalty: 943.139160
	Iteration 80F: 3 clusters Score -1758542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -1758548.625000 Penalty: 943.139160
	Iteration 81Q: 3 clusters Score -1758549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1758543.750000 Penalty: 943.139160
	Iteration 82Q: 3 clusters Score -1758544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1758536.750000 Penalty: 943.139160
	Iteration 83Q: 3 clusters Score -1758537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1758536.750000 Penalty: 943.139160
	Iteration 84Q: 3 clusters Score -1758537 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1758534.125000 Penalty: 943.139160
	Iteration 85Q: 3 clusters Score -1758534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1758528.875000 Penalty: 943.139160
	Iteration 86Q: 3 clusters Score -1758529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1758526.000000 Penalty: 943.139160
	Iteration 87Q: 3 clusters Score -1758526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -1758527.500000 Penalty: 943.139160
	Iteration 88Q: 3 clusters Score -1758528 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1758522.375000 Penalty: 943.139160
	Iteration 89Q: 3 clusters Score -1758522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1758527.625000 Penalty: 943.139160
	Iteration 90Q: 3 clusters Score -1758528 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1758513.625000 Penalty: 943.139160
	Iteration 91Q: 3 clusters Score -1758514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1758505.625000 Penalty: 943.139160
	Iteration 92Q: 3 clusters Score -1758506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1758503.000000 Penalty: 943.139160
	Iteration 93Q: 3 clusters Score -1758503 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1758501.875000 Penalty: 943.139160
	Iteration 94Q: 3 clusters Score -1758502 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1758501.750000 Penalty: 943.139160
	Iteration 95Q: 3 clusters Score -1758502 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1758502.500000 Penalty: 943.139160
	Iteration 96Q: 3 clusters Score -1758502 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1758507.000000 Penalty: 943.139160
	Iteration 97Q: 3 clusters Score -1758507 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -1758509.875000 Penalty: 943.139160
	Iteration 98Q: 3 clusters Score -1758510 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1758513.500000 Penalty: 943.139160
	Iteration 99Q: 3 clusters Score -1758514 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1758518.000000 Penalty: 943.139160
	Iteration 100F: 3 clusters Score -1758518 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -1758523.625000 Penalty: 943.139160
	Iteration 101Q: 3 clusters Score -1758524 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1758526.875000 Penalty: 943.139160
	Iteration 102Q: 3 clusters Score -1758527 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1758524.000000 Penalty: 943.139160
	Iteration 103Q: 3 clusters Score -1758524 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1758531 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1758541 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1758545.250000 Penalty: 943.139160
	Iteration 106Q: 3 clusters Score -1758545 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1758547 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -1758553.750000 Penalty: 943.139160
	Iteration 108Q: 3 clusters Score -1758554 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1758556.375000 Penalty: 943.139160
	Iteration 109Q: 3 clusters Score -1758556 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1758562 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1758560 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1758561 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1758571 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1758583 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1758586 nChanged 220
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1758596 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1758622 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1758635 nChanged 242
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1758653 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1758659.000000 Penalty: 943.139160
	Iteration 120F: 3 clusters Score -1758659 nChanged 181
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1758671 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1758682 nChanged 177
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Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1758692 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1758693 nChanged 192
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Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1758701 nChanged 182
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Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1758706 nChanged 167
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Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1758707 nChanged 153
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Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1758707 nChanged 149
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Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1758710.000000 Penalty: 943.139160
	Iteration 129Q: 3 clusters Score -1758710 nChanged 146
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Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 10406 members 
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	Iteration 130Q: 3 clusters Score -1758709 nChanged 122
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Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 10284 members 
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	Iteration 131Q: 3 clusters Score -1758698 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1758713 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1758706 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1758706 nChanged 159
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Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1758707 nChanged 163
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Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1758708 nChanged 185
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1758698 nChanged 151
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Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1758707 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1758701 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1758703 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1758700 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1758699 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1758695 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1758693 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1758695 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1758692 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1758695 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1758690 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1758694 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1758687.000000 Penalty: 943.139160
	Iteration 150Q: 3 clusters Score -1758687 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1758681 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1758682 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1758673 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1758668 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1758660 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1758660 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1758667 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1758670 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1758662.875000 Penalty: 943.139160
	Iteration 159Q: 3 clusters Score -1758663 nChanged 133
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Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1758655.500000 Penalty: 943.139160
	Iteration 160F: 3 clusters Score -1758656 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1758658 nChanged 134
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Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1758655 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1758653 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1758654 nChanged 121
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Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1758644 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1758643 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1758635.250000 Penalty: 943.139160
	Iteration 167Q: 3 clusters Score -1758635 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1758633.625000 Penalty: 943.139160
	Iteration 168Q: 3 clusters Score -1758634 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1758625.625000 Penalty: 943.139160
	Iteration 169Q: 3 clusters Score -1758626 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1758623.250000 Penalty: 943.139160
	Iteration 170Q: 3 clusters Score -1758623 nChanged 75
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Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1758613.375000 Penalty: 943.139160
	Iteration 171Q: 3 clusters Score -1758613 nChanged 80
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Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1758617.000000 Penalty: 943.139160
	Iteration 172Q: 3 clusters Score -1758617 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1758609.250000 Penalty: 943.139160
	Iteration 173Q: 3 clusters Score -1758609 nChanged 75
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Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1758614 nChanged 67
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Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1758609 nChanged 85
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Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1758605 nChanged 64
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Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1758601 nChanged 69
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Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 4680 members 
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	Iteration 178Q: 3 clusters Score -1758590 nChanged 72
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Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 4608 members 
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	Iteration 179Q: 3 clusters Score -1758590 nChanged 65
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Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1758589 nChanged 84
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Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 4459 members 
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	Iteration 181Q: 3 clusters Score -1758586 nChanged 94
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Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1758586 nChanged 95
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Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 4270 members 
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	Iteration 183Q: 3 clusters Score -1758584 nChanged 91
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Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 4179 members 
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	Iteration 184Q: 3 clusters Score -1758583 nChanged 93
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Mstep: Class 1 contains 27617 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1758588 nChanged 83
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Mstep: Class 1 contains 27700 members 
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	Iteration 186Q: 3 clusters Score -1758590 nChanged 93
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Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1758579 nChanged 69
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Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 3841 members 
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	Iteration 188Q: 3 clusters Score -1758586 nChanged 60
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Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 3781 members 
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	Iteration 189Q: 3 clusters Score -1758583 nChanged 80
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Mstep: Class 1 contains 28002 members 
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	Iteration 190Q: 3 clusters Score -1758588 nChanged 65
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Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1758585 nChanged 83
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Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1758584 nChanged 56
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Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1758579 nChanged 56
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Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1758578 nChanged 62
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Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1758577 nChanged 48
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Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1758566 nChanged 49
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Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1758568 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1758572.625000 Penalty: 943.139160
	Iteration 198Q: 3 clusters Score -1758573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1758572.250000 Penalty: 943.139160
	Iteration 199Q: 3 clusters Score -1758572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1758574.375000 Penalty: 943.139160
	Iteration 200F: 3 clusters Score -1758574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1758575.500000 Penalty: 943.139160
	Iteration 201Q: 3 clusters Score -1758576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1758571.375000 Penalty: 943.139160
	Iteration 202Q: 3 clusters Score -1758571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1758564.500000 Penalty: 943.139160
	Iteration 203Q: 3 clusters Score -1758564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1758566.750000 Penalty: 943.139160
	Iteration 204Q: 3 clusters Score -1758567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1758564.625000 Penalty: 943.139160
	Iteration 205Q: 3 clusters Score -1758565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1758561.875000 Penalty: 943.139160
	Iteration 206Q: 3 clusters Score -1758562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1758562.000000 Penalty: 943.139160
	Iteration 207Q: 3 clusters Score -1758562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1758567.875000 Penalty: 943.139160
	Iteration 208Q: 3 clusters Score -1758568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1758565.000000 Penalty: 943.139160
	Iteration 209Q: 3 clusters Score -1758565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1758565.000000 Penalty: 943.139160
	Iteration 210Q: 3 clusters Score -1758565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1758562.625000 Penalty: 943.139160
	Iteration 211Q: 3 clusters Score -1758563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1758560.125000 Penalty: 943.139160
	Iteration 212Q: 3 clusters Score -1758560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1758560.500000 Penalty: 943.139160
	Iteration 213Q: 3 clusters Score -1758560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1758562.875000 Penalty: 943.139160
	Iteration 214Q: 3 clusters Score -1758563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1758560.500000 Penalty: 943.139160
	Iteration 215Q: 3 clusters Score -1758560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1758561.375000 Penalty: 943.139160
	Iteration 216Q: 3 clusters Score -1758561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1758564.750000 Penalty: 943.139160
	Iteration 217Q: 3 clusters Score -1758565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1758570.000000 Penalty: 943.139160
	Iteration 218Q: 3 clusters Score -1758570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1758573.750000 Penalty: 943.139160
	Iteration 219Q: 3 clusters Score -1758574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1758575.125000 Penalty: 943.139160
	Iteration 220F: 3 clusters Score -1758575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1758572.625000 Penalty: 943.139160
	Iteration 221Q: 3 clusters Score -1758573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1758575.875000 Penalty: 943.139160
	Iteration 222Q: 3 clusters Score -1758576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1758580.500000 Penalty: 943.139160
	Iteration 223Q: 3 clusters Score -1758580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1758579.000000 Penalty: 943.139160
	Iteration 224Q: 3 clusters Score -1758579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1758579.125000 Penalty: 943.139160
	Iteration 225Q: 3 clusters Score -1758579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1758581.125000 Penalty: 943.139160
	Iteration 226Q: 3 clusters Score -1758581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1758583.250000 Penalty: 943.139160
	Iteration 227Q: 3 clusters Score -1758583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1758578.125000 Penalty: 943.139160
	Iteration 228Q: 3 clusters Score -1758578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1758578.500000 Penalty: 943.139160
	Iteration 229Q: 3 clusters Score -1758578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1758584.250000 Penalty: 943.139160
	Iteration 230Q: 3 clusters Score -1758584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1758585.000000 Penalty: 943.139160
	Iteration 231Q: 3 clusters Score -1758585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1758587.000000 Penalty: 943.139160
	Iteration 232Q: 3 clusters Score -1758587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1758585.375000 Penalty: 943.139160
	Iteration 233Q: 3 clusters Score -1758585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1758586.625000 Penalty: 943.139160
	Iteration 234Q: 3 clusters Score -1758587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1758586.625000 Penalty: 943.139160
	Iteration 235F: 3 clusters Score -1758587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 47587 members 
Mstep: Class 4 contains 2687 members 
Mstep: Class 5 contains 79813 members 
Mstep: Class 6 contains 14446 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 30436 members 
Mstep: Class 11 contains 74285 members 
Mstep: Class 12 contains 17451 members 
Mstep: Class 13 contains 70018 members 
Mstep: Class 14 contains 18402 members 
Mstep: Class 15 contains 83814 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15623 members 
Mstep: Class 18 contains 74289 members 
Mstep: Class 19 contains 76273 members 
Mstep: Class 20 contains 125001 members 
Mstep: Class 21 contains 47976 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5050 members 
Mstep: Class 24 contains 42640 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2819 members 
Mstep: Class 27 contains 11465 members 
Mstep: Class 28 contains 5860 members 
Mstep: Class 29 contains 148779 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3224 members 
Mstep: Class 32 contains 14219 members 
Mstep: Class 33 contains 10470 members 
Mstep: Class 34 contains 91900 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 92066 members 
Mstep: Class 37 contains 82383 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74866 members 
Mstep: Class 41 contains 4693 members 
Mstep: Class 42 contains 23893 members 
Mstep: Class 43 contains 161510 members 
Mstep: Class 44 contains 1970 members 
Mstep: Class 45 contains 19137 members 
Mstep: Class 46 contains 31703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426880.000000 Penalty: 30063.429688
Iteration 439Q: 47 clusters Score -8.742688e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97577 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 47309 members 
Mstep: Class 4 contains 2662 members 
Mstep: Class 5 contains 79826 members 
Mstep: Class 6 contains 14432 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 30235 members 
Mstep: Class 11 contains 74241 members 
Mstep: Class 12 contains 17449 members 
Mstep: Class 13 contains 70107 members 
Mstep: Class 14 contains 18393 members 
Mstep: Class 15 contains 83812 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15640 members 
Mstep: Class 18 contains 74318 members 
Mstep: Class 19 contains 76415 members 
Mstep: Class 20 contains 125042 members 
Mstep: Class 21 contains 47968 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5048 members 
Mstep: Class 24 contains 42685 members 
Mstep: Class 25 contains 9457 members 
Mstep: Class 26 contains 2823 members 
Mstep: Class 27 contains 11446 members 
Mstep: Class 28 contains 5864 members 
Mstep: Class 29 contains 148683 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3226 members 
Mstep: Class 32 contains 14222 members 
Mstep: Class 33 contains 10436 members 
Mstep: Class 34 contains 91841 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 92211 members 
Mstep: Class 37 contains 82404 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74856 members 
Mstep: Class 41 contains 4693 members 
Mstep: Class 42 contains 23803 members 
Mstep: Class 43 contains 161525 members 
Mstep: Class 44 contains 1966 members 
Mstep: Class 45 contains 19331 members 
Mstep: Class 46 contains 31939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426936.000000 Penalty: 30063.429688
Iteration 440F: 47 clusters Score -8.742694e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97471 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 47022 members 
Mstep: Class 4 contains 2637 members 
Mstep: Class 5 contains 79869 members 
Mstep: Class 6 contains 14423 members 
Mstep: Class 7 contains 2629 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 30043 members 
Mstep: Class 11 contains 74209 members 
Mstep: Class 12 contains 17446 members 
Mstep: Class 13 contains 70180 members 
Mstep: Class 14 contains 18376 members 
Mstep: Class 15 contains 83811 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 74343 members 
Mstep: Class 19 contains 76565 members 
Mstep: Class 20 contains 125080 members 
Mstep: Class 21 contains 47958 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 42734 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2832 members 
Mstep: Class 27 contains 11428 members 
Mstep: Class 28 contains 5867 members 
Mstep: Class 29 contains 148587 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3232 members 
Mstep: Class 32 contains 14228 members 
Mstep: Class 33 contains 10407 members 
Mstep: Class 34 contains 91815 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 92353 members 
Mstep: Class 37 contains 82428 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74820 members 
Mstep: Class 41 contains 4693 members 
Mstep: Class 42 contains 23713 members 
Mstep: Class 43 contains 161510 members 
Mstep: Class 44 contains 1966 members 
Mstep: Class 45 contains 19527 members 
Mstep: Class 46 contains 32145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426968.000000 Penalty: 30063.429688
Iteration 441Q: 47 clusters Score -8.742697e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 3090 members 
Mstep: Class 3 contains 46769 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 79915 members 
Mstep: Class 6 contains 14410 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 29866 members 
Mstep: Class 11 contains 74147 members 
Mstep: Class 12 contains 17447 members 
Mstep: Class 13 contains 70256 members 
Mstep: Class 14 contains 18368 members 
Mstep: Class 15 contains 83815 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15660 members 
Mstep: Class 18 contains 74363 members 
Mstep: Class 19 contains 76715 members 
Mstep: Class 20 contains 125111 members 
Mstep: Class 21 contains 47946 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 42765 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2839 members 
Mstep: Class 27 contains 11400 members 
Mstep: Class 28 contains 5871 members 
Mstep: Class 29 contains 148491 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3242 members 
Mstep: Class 32 contains 14233 members 
Mstep: Class 33 contains 10384 members 
Mstep: Class 34 contains 91799 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 92488 members 
Mstep: Class 37 contains 82465 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74792 members 
Mstep: Class 41 contains 4692 members 
Mstep: Class 42 contains 23645 members 
Mstep: Class 43 contains 161526 members 
Mstep: Class 44 contains 1963 members 
Mstep: Class 45 contains 19727 members 
Mstep: Class 46 contains 32329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426912.000000 Penalty: 30063.429688
Iteration 442Q: 47 clusters Score -8.742691e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 46520 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 79938 members 
Mstep: Class 6 contains 14401 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 29697 members 
Mstep: Class 11 contains 74073 members 
Mstep: Class 12 contains 17447 members 
Mstep: Class 13 contains 70325 members 
Mstep: Class 14 contains 18358 members 
Mstep: Class 15 contains 83825 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 15662 members 
Mstep: Class 18 contains 74395 members 
Mstep: Class 19 contains 76891 members 
Mstep: Class 20 contains 125136 members 
Mstep: Class 21 contains 47935 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 5052 members 
Mstep: Class 24 contains 42814 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2836 members 
Mstep: Class 27 contains 11387 members 
Mstep: Class 28 contains 5871 members 
Mstep: Class 29 contains 148386 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3251 members 
Mstep: Class 32 contains 14234 members 
Mstep: Class 33 contains 10364 members 
Mstep: Class 34 contains 91787 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 92634 members 
Mstep: Class 37 contains 82476 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74762 members 
Mstep: Class 41 contains 4692 members 
Mstep: Class 42 contains 23580 members 
Mstep: Class 43 contains 161536 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 19953 members 
Mstep: Class 46 contains 32474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427016.000000 Penalty: 30063.429688
Iteration 443Q: 47 clusters Score -8.742702e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 46284 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 79958 members 
Mstep: Class 6 contains 14393 members 
Mstep: Class 7 contains 2636 members 
Mstep: Class 8 contains 435 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 29477 members 
Mstep: Class 11 contains 73995 members 
Mstep: Class 12 contains 17443 members 
Mstep: Class 13 contains 70401 members 
Mstep: Class 14 contains 18346 members 
Mstep: Class 15 contains 83830 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 15664 members 
Mstep: Class 18 contains 74407 members 
Mstep: Class 19 contains 77086 members 
Mstep: Class 20 contains 125166 members 
Mstep: Class 21 contains 47926 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 5053 members 
Mstep: Class 24 contains 42854 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2841 members 
Mstep: Class 27 contains 11390 members 
Mstep: Class 28 contains 5874 members 
Mstep: Class 29 contains 148315 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3258 members 
Mstep: Class 32 contains 14241 members 
Mstep: Class 33 contains 10336 members 
Mstep: Class 34 contains 91772 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 92741 members 
Mstep: Class 37 contains 82495 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74731 members 
Mstep: Class 41 contains 4692 members 
Mstep: Class 42 contains 23522 members 
Mstep: Class 43 contains 161537 members 
Mstep: Class 44 contains 1954 members 
Mstep: Class 45 contains 20176 members 
Mstep: Class 46 contains 32687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426904.000000 Penalty: 30063.429688
Iteration 444Q: 47 clusters Score -8.74269e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96748 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 46058 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 79990 members 
Mstep: Class 6 contains 14381 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 29260 members 
Mstep: Class 11 contains 73942 members 
Mstep: Class 12 contains 17439 members 
Mstep: Class 13 contains 70471 members 
Mstep: Class 14 contains 18331 members 
Mstep: Class 15 contains 83829 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 15673 members 
Mstep: Class 18 contains 74392 members 
Mstep: Class 19 contains 77274 members 
Mstep: Class 20 contains 125199 members 
Mstep: Class 21 contains 47918 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 42912 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2838 members 
Mstep: Class 27 contains 11387 members 
Mstep: Class 28 contains 5877 members 
Mstep: Class 29 contains 148230 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3262 members 
Mstep: Class 32 contains 14247 members 
Mstep: Class 33 contains 10310 members 
Mstep: Class 34 contains 91755 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 92828 members 
Mstep: Class 37 contains 82532 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74695 members 
Mstep: Class 41 contains 4693 members 
Mstep: Class 42 contains 23457 members 
Mstep: Class 43 contains 161579 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 20372 members 
Mstep: Class 46 contains 32923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427192.000000 Penalty: 30063.429688
Iteration 445Q: 47 clusters Score -8.742719e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96528 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 45824 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 80030 members 
Mstep: Class 6 contains 14367 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 29040 members 
Mstep: Class 11 contains 73879 members 
Mstep: Class 12 contains 17432 members 
Mstep: Class 13 contains 70544 members 
Mstep: Class 14 contains 18316 members 
Mstep: Class 15 contains 83828 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 74390 members 
Mstep: Class 19 contains 77474 members 
Mstep: Class 20 contains 125211 members 
Mstep: Class 21 contains 47910 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 42969 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2839 members 
Mstep: Class 27 contains 11386 members 
Mstep: Class 28 contains 5886 members 
Mstep: Class 29 contains 148143 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3266 members 
Mstep: Class 32 contains 14251 members 
Mstep: Class 33 contains 10277 members 
Mstep: Class 34 contains 91747 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 92920 members 
Mstep: Class 37 contains 82580 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74661 members 
Mstep: Class 41 contains 4694 members 
Mstep: Class 42 contains 23400 members 
Mstep: Class 43 contains 161618 members 
Mstep: Class 44 contains 1955 members 
Mstep: Class 45 contains 20565 members 
Mstep: Class 46 contains 33147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427280.000000 Penalty: 30063.429688
Iteration 446Q: 47 clusters Score -8.742728e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96331 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 45607 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 80081 members 
Mstep: Class 6 contains 14361 members 
Mstep: Class 7 contains 2639 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 28827 members 
Mstep: Class 11 contains 73801 members 
Mstep: Class 12 contains 17426 members 
Mstep: Class 13 contains 70610 members 
Mstep: Class 14 contains 18302 members 
Mstep: Class 15 contains 83828 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 15702 members 
Mstep: Class 18 contains 74406 members 
Mstep: Class 19 contains 77672 members 
Mstep: Class 20 contains 125221 members 
Mstep: Class 21 contains 47897 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 5048 members 
Mstep: Class 24 contains 43025 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2845 members 
Mstep: Class 27 contains 11397 members 
Mstep: Class 28 contains 5892 members 
Mstep: Class 29 contains 148074 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3272 members 
Mstep: Class 32 contains 14254 members 
Mstep: Class 33 contains 10241 members 
Mstep: Class 34 contains 91742 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 92984 members 
Mstep: Class 37 contains 82600 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74625 members 
Mstep: Class 41 contains 4696 members 
Mstep: Class 42 contains 23346 members 
Mstep: Class 43 contains 161626 members 
Mstep: Class 44 contains 1954 members 
Mstep: Class 45 contains 20754 members 
Mstep: Class 46 contains 33363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427632.000000 Penalty: 30063.429688
Iteration 447Q: 47 clusters Score -8.742763e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 45402 members 
Mstep: Class 4 contains 2580 members 
Mstep: Class 5 contains 80126 members 
Mstep: Class 6 contains 14354 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 28640 members 
Mstep: Class 11 contains 73694 members 
Mstep: Class 12 contains 17421 members 
Mstep: Class 13 contains 70709 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 15 contains 83830 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15720 members 
Mstep: Class 18 contains 74442 members 
Mstep: Class 19 contains 77824 members 
Mstep: Class 20 contains 125233 members 
Mstep: Class 21 contains 47889 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 43087 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2849 members 
Mstep: Class 27 contains 11403 members 
Mstep: Class 28 contains 5897 members 
Mstep: Class 29 contains 147980 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3277 members 
Mstep: Class 32 contains 14260 members 
Mstep: Class 33 contains 10215 members 
Mstep: Class 34 contains 91753 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 93053 members 
Mstep: Class 37 contains 82653 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74598 members 
Mstep: Class 41 contains 4695 members 
Mstep: Class 42 contains 23290 members 
Mstep: Class 43 contains 161616 members 
Mstep: Class 44 contains 1954 members 
Mstep: Class 45 contains 20978 members 
Mstep: Class 46 contains 33547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427824.000000 Penalty: 30063.429688
Iteration 448Q: 47 clusters Score -8.742782e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 45214 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 80195 members 
Mstep: Class 6 contains 14350 members 
Mstep: Class 7 contains 2648 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 28484 members 
Mstep: Class 11 contains 73575 members 
Mstep: Class 12 contains 17405 members 
Mstep: Class 13 contains 70775 members 
Mstep: Class 14 contains 18261 members 
Mstep: Class 15 contains 83839 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15741 members 
Mstep: Class 18 contains 74500 members 
Mstep: Class 19 contains 77964 members 
Mstep: Class 20 contains 125246 members 
Mstep: Class 21 contains 47880 members 
Mstep: Class 22 contains 2571 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 43139 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2854 members 
Mstep: Class 27 contains 11368 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 147906 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3283 members 
Mstep: Class 32 contains 14257 members 
Mstep: Class 33 contains 10201 members 
Mstep: Class 34 contains 91749 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 93108 members 
Mstep: Class 37 contains 82683 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74562 members 
Mstep: Class 41 contains 4694 members 
Mstep: Class 42 contains 23243 members 
Mstep: Class 43 contains 161635 members 
Mstep: Class 44 contains 1954 members 
Mstep: Class 45 contains 21183 members 
Mstep: Class 46 contains 33734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427736.000000 Penalty: 30063.429688
Iteration 449Q: 47 clusters Score -8.742774e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95690 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 45005 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 80279 members 
Mstep: Class 6 contains 14332 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 28361 members 
Mstep: Class 11 contains 73469 members 
Mstep: Class 12 contains 17398 members 
Mstep: Class 13 contains 70862 members 
Mstep: Class 14 contains 18239 members 
Mstep: Class 15 contains 83846 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 15757 members 
Mstep: Class 18 contains 74544 members 
Mstep: Class 19 contains 78076 members 
Mstep: Class 20 contains 125251 members 
Mstep: Class 21 contains 47870 members 
Mstep: Class 22 contains 2569 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 43194 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2860 members 
Mstep: Class 27 contains 11330 members 
Mstep: Class 28 contains 5915 members 
Mstep: Class 29 contains 147820 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3292 members 
Mstep: Class 32 contains 14255 members 
Mstep: Class 33 contains 10182 members 
Mstep: Class 34 contains 91740 members 
Mstep: Class 35 contains 264 members 
Mstep: Class 36 contains 93133 members 
Mstep: Class 37 contains 82749 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74508 members 
Mstep: Class 41 contains 4688 members 
Mstep: Class 42 contains 23205 members 
Mstep: Class 43 contains 161668 members 
Mstep: Class 44 contains 1954 members 
Mstep: Class 45 contains 21408 members 
Mstep: Class 46 contains 33910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427808.000000 Penalty: 30063.429688
Iteration 450Q: 47 clusters Score -8.742781e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 3087 members 
Mstep: Class 3 contains 44819 members 
Mstep: Class 4 contains 2549 members 
Mstep: Class 5 contains 80344 members 
Mstep: Class 6 contains 14320 members 
Mstep: Class 7 contains 2665 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 28251 members 
Mstep: Class 11 contains 73372 members 
Mstep: Class 12 contains 17388 members 
Mstep: Class 13 contains 70949 members 
Mstep: Class 14 contains 18212 members 
Mstep: Class 15 contains 83847 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 15768 members 
Mstep: Class 18 contains 74577 members 
Mstep: Class 19 contains 78217 members 
Mstep: Class 20 contains 125253 members 
Mstep: Class 21 contains 47861 members 
Mstep: Class 22 contains 2572 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 43239 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2869 members 
Mstep: Class 27 contains 11293 members 
Mstep: Class 28 contains 5917 members 
Mstep: Class 29 contains 147745 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3300 members 
Mstep: Class 32 contains 14261 members 
Mstep: Class 33 contains 10154 members 
Mstep: Class 34 contains 91723 members 
Mstep: Class 35 contains 263 members 
Mstep: Class 36 contains 93182 members 
Mstep: Class 37 contains 82813 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74461 members 
Mstep: Class 41 contains 4683 members 
Mstep: Class 42 contains 23172 members 
Mstep: Class 43 contains 161675 members 
Mstep: Class 44 contains 1953 members 
Mstep: Class 45 contains 21654 members 
Mstep: Class 46 contains 34065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428208.000000 Penalty: 30063.429688
Iteration 451Q: 47 clusters Score -8.742821e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 3086 members 
Mstep: Class 3 contains 44629 members 
Mstep: Class 4 contains 2535 members 
Mstep: Class 5 contains 80431 members 
Mstep: Class 6 contains 14305 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 28130 members 
Mstep: Class 11 contains 73219 members 
Mstep: Class 12 contains 17382 members 
Mstep: Class 13 contains 71027 members 
Mstep: Class 14 contains 18191 members 
Mstep: Class 15 contains 83860 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 15784 members 
Mstep: Class 18 contains 74619 members 
Mstep: Class 19 contains 78388 members 
Mstep: Class 20 contains 125268 members 
Mstep: Class 21 contains 47853 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 5035 members 
Mstep: Class 24 contains 43280 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2873 members 
Mstep: Class 27 contains 11270 members 
Mstep: Class 28 contains 5915 members 
Mstep: Class 29 contains 147703 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3302 members 
Mstep: Class 32 contains 14264 members 
Mstep: Class 33 contains 10125 members 
Mstep: Class 34 contains 91703 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 93197 members 
Mstep: Class 37 contains 82878 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74406 members 
Mstep: Class 41 contains 4679 members 
Mstep: Class 42 contains 23143 members 
Mstep: Class 43 contains 161679 members 
Mstep: Class 44 contains 1954 members 
Mstep: Class 45 contains 21909 members 
Mstep: Class 46 contains 34234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428096.000000 Penalty: 30063.429688
Iteration 452Q: 47 clusters Score -8.74281e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 44447 members 
Mstep: Class 4 contains 2519 members 
Mstep: Class 5 contains 80483 members 
Mstep: Class 6 contains 14282 members 
Mstep: Class 7 contains 2675 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 28010 members 
Mstep: Class 11 contains 73019 members 
Mstep: Class 12 contains 17382 members 
Mstep: Class 13 contains 71108 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 83869 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 15809 members 
Mstep: Class 18 contains 74656 members 
Mstep: Class 19 contains 78616 members 
Mstep: Class 20 contains 125298 members 
Mstep: Class 21 contains 47846 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 43325 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 11244 members 
Mstep: Class 28 contains 5913 members 
Mstep: Class 29 contains 147693 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3306 members 
Mstep: Class 32 contains 14270 members 
Mstep: Class 33 contains 10094 members 
Mstep: Class 34 contains 91671 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 93240 members 
Mstep: Class 37 contains 82967 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74342 members 
Mstep: Class 41 contains 4676 members 
Mstep: Class 42 contains 23107 members 
Mstep: Class 43 contains 161679 members 
Mstep: Class 44 contains 1952 members 
Mstep: Class 45 contains 22149 members 
Mstep: Class 46 contains 34404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427888.000000 Penalty: 30063.429688
Iteration 453Q: 47 clusters Score -8.742789e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 3088 members 
Mstep: Class 3 contains 44267 members 
Mstep: Class 4 contains 2508 members 
Mstep: Class 5 contains 80555 members 
Mstep: Class 6 contains 14268 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 431 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 27865 members 
Mstep: Class 11 contains 72814 members 
Mstep: Class 12 contains 17383 members 
Mstep: Class 13 contains 71195 members 
Mstep: Class 14 contains 18130 members 
Mstep: Class 15 contains 83877 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 15826 members 
Mstep: Class 18 contains 74670 members 
Mstep: Class 19 contains 78858 members 
Mstep: Class 20 contains 125328 members 
Mstep: Class 21 contains 47837 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 5032 members 
Mstep: Class 24 contains 43376 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2881 members 
Mstep: Class 27 contains 11220 members 
Mstep: Class 28 contains 5910 members 
Mstep: Class 29 contains 147667 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 3310 members 
Mstep: Class 32 contains 14276 members 
Mstep: Class 33 contains 10064 members 
Mstep: Class 34 contains 91639 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 93269 members 
Mstep: Class 37 contains 83042 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74291 members 
Mstep: Class 41 contains 4674 members 
Mstep: Class 42 contains 23071 members 
Mstep: Class 43 contains 161694 members 
Mstep: Class 44 contains 1953 members 
Mstep: Class 45 contains 22387 members 
Mstep: Class 46 contains 34588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428184.000000 Penalty: 30063.429688
Iteration 454Q: 47 clusters Score -8.742818e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94309 members 
Mstep: Class 2 contains 3082 members 
Mstep: Class 3 contains 44082 members 
Mstep: Class 4 contains 2490 members 
Mstep: Class 5 contains 80636 members 
Mstep: Class 6 contains 14254 members 
Mstep: Class 7 contains 2688 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 27716 members 
Mstep: Class 11 contains 72541 members 
Mstep: Class 12 contains 17382 members 
Mstep: Class 13 contains 71278 members 
Mstep: Class 14 contains 18087 members 
Mstep: Class 15 contains 83885 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 15841 members 
Mstep: Class 18 contains 74669 members 
Mstep: Class 19 contains 79229 members 
Mstep: Class 20 contains 125346 members 
Mstep: Class 21 contains 47823 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 43423 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 11193 members 
Mstep: Class 28 contains 5907 members 
Mstep: Class 29 contains 147667 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 3311 members 
Mstep: Class 32 contains 14273 members 
Mstep: Class 33 contains 10033 members 
Mstep: Class 34 contains 91635 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 93264 members 
Mstep: Class 37 contains 83116 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74244 members 
Mstep: Class 41 contains 4678 members 
Mstep: Class 42 contains 23038 members 
Mstep: Class 43 contains 161721 members 
Mstep: Class 44 contains 1953 members 
Mstep: Class 45 contains 22617 members 
Mstep: Class 46 contains 34801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428608.000000 Penalty: 30063.429688
Iteration 455Q: 47 clusters Score -8.742861e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 43897 members 
Mstep: Class 4 contains 2479 members 
Mstep: Class 5 contains 80700 members 
Mstep: Class 6 contains 14243 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 27583 members 
Mstep: Class 11 contains 72199 members 
Mstep: Class 12 contains 17374 members 
Mstep: Class 13 contains 71352 members 
Mstep: Class 14 contains 18044 members 
Mstep: Class 15 contains 83908 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 15865 members 
Mstep: Class 18 contains 74666 members 
Mstep: Class 19 contains 79729 members 
Mstep: Class 20 contains 125367 members 
Mstep: Class 21 contains 47821 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 43457 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 11160 members 
Mstep: Class 28 contains 5905 members 
Mstep: Class 29 contains 147661 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 3313 members 
Mstep: Class 32 contains 14274 members 
Mstep: Class 33 contains 10000 members 
Mstep: Class 34 contains 91636 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 93308 members 
Mstep: Class 37 contains 83208 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74202 members 
Mstep: Class 41 contains 4680 members 
Mstep: Class 42 contains 22997 members 
Mstep: Class 43 contains 161728 members 
Mstep: Class 44 contains 1953 members 
Mstep: Class 45 contains 22828 members 
Mstep: Class 46 contains 34972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428656.000000 Penalty: 30063.429688
Iteration 456Q: 47 clusters Score -8.742866e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 3079 members 
Mstep: Class 3 contains 43707 members 
Mstep: Class 4 contains 2457 members 
Mstep: Class 5 contains 80742 members 
Mstep: Class 6 contains 14228 members 
Mstep: Class 7 contains 2695 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 27462 members 
Mstep: Class 11 contains 71762 members 
Mstep: Class 12 contains 17370 members 
Mstep: Class 13 contains 71436 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 83930 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 15880 members 
Mstep: Class 18 contains 74651 members 
Mstep: Class 19 contains 80343 members 
Mstep: Class 20 contains 125386 members 
Mstep: Class 21 contains 47814 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 5026 members 
Mstep: Class 24 contains 43500 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2882 members 
Mstep: Class 27 contains 11103 members 
Mstep: Class 28 contains 5904 members 
Mstep: Class 29 contains 147672 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 3319 members 
Mstep: Class 32 contains 14272 members 
Mstep: Class 33 contains 9975 members 
Mstep: Class 34 contains 91649 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 93339 members 
Mstep: Class 37 contains 83320 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74158 members 
Mstep: Class 41 contains 4675 members 
Mstep: Class 42 contains 22956 members 
Mstep: Class 43 contains 161718 members 
Mstep: Class 44 contains 1954 members 
Mstep: Class 45 contains 23018 members 
Mstep: Class 46 contains 35144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428576.000000 Penalty: 30063.429688
Iteration 457Q: 47 clusters Score -8.742858e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 43535 members 
Mstep: Class 4 contains 2444 members 
Mstep: Class 5 contains 80784 members 
Mstep: Class 6 contains 14211 members 
Mstep: Class 7 contains 2700 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 27345 members 
Mstep: Class 11 contains 71201 members 
Mstep: Class 12 contains 17366 members 
Mstep: Class 13 contains 71519 members 
Mstep: Class 14 contains 17970 members 
Mstep: Class 15 contains 83956 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 15890 members 
Mstep: Class 18 contains 74632 members 
Mstep: Class 19 contains 81132 members 
Mstep: Class 20 contains 125396 members 
Mstep: Class 21 contains 47812 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 5026 members 
Mstep: Class 24 contains 43533 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2880 members 
Mstep: Class 27 contains 11057 members 
Mstep: Class 28 contains 5903 members 
Mstep: Class 29 contains 147686 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 3325 members 
Mstep: Class 32 contains 14272 members 
Mstep: Class 33 contains 9955 members 
Mstep: Class 34 contains 91646 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 93329 members 
Mstep: Class 37 contains 83467 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74112 members 
Mstep: Class 41 contains 4673 members 
Mstep: Class 42 contains 22932 members 
Mstep: Class 43 contains 161690 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 23216 members 
Mstep: Class 46 contains 35318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428992.000000 Penalty: 30063.429688
Iteration 458Q: 47 clusters Score -8.742899e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 43354 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 5 contains 80795 members 
Mstep: Class 6 contains 14188 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 27251 members 
Mstep: Class 11 contains 70503 members 
Mstep: Class 12 contains 17362 members 
Mstep: Class 13 contains 71620 members 
Mstep: Class 14 contains 17937 members 
Mstep: Class 15 contains 83981 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 15899 members 
Mstep: Class 18 contains 74614 members 
Mstep: Class 19 contains 82151 members 
Mstep: Class 20 contains 125413 members 
Mstep: Class 21 contains 47806 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5026 members 
Mstep: Class 24 contains 43564 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2883 members 
Mstep: Class 27 contains 10999 members 
Mstep: Class 28 contains 5904 members 
Mstep: Class 29 contains 147689 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 3330 members 
Mstep: Class 32 contains 14270 members 
Mstep: Class 33 contains 9941 members 
Mstep: Class 34 contains 91646 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 93308 members 
Mstep: Class 37 contains 83630 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74063 members 
Mstep: Class 41 contains 4672 members 
Mstep: Class 42 contains 22901 members 
Mstep: Class 43 contains 161655 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 23424 members 
Mstep: Class 46 contains 35477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429384.000000 Penalty: 30063.429688
Iteration 459Q: 47 clusters Score -8.742938e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 43128 members 
Mstep: Class 4 contains 2412 members 
Mstep: Class 5 contains 80765 members 
Mstep: Class 6 contains 14173 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 27136 members 
Mstep: Class 11 contains 69621 members 
Mstep: Class 12 contains 17358 members 
Mstep: Class 13 contains 71740 members 
Mstep: Class 14 contains 17910 members 
Mstep: Class 15 contains 84017 members 
Mstep: Class 16 contains 2480 members 
Mstep: Class 17 contains 15905 members 
Mstep: Class 18 contains 74610 members 
Mstep: Class 19 contains 83518 members 
Mstep: Class 20 contains 125429 members 
Mstep: Class 21 contains 47803 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5028 members 
Mstep: Class 24 contains 43590 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 10949 members 
Mstep: Class 28 contains 5903 members 
Mstep: Class 29 contains 147675 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 3334 members 
Mstep: Class 32 contains 14281 members 
Mstep: Class 33 contains 9925 members 
Mstep: Class 34 contains 91634 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 93265 members 
Mstep: Class 37 contains 83848 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74039 members 
Mstep: Class 41 contains 4668 members 
Mstep: Class 42 contains 22881 members 
Mstep: Class 43 contains 161610 members 
Mstep: Class 44 contains 1957 members 
Mstep: Class 45 contains 23617 members 
Mstep: Class 46 contains 35642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429800.000000 Penalty: 30063.429688
Iteration 460F: 47 clusters Score -8.74298e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 42847 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 80744 members 
Mstep: Class 6 contains 14152 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 27049 members 
Mstep: Class 11 contains 68758 members 
Mstep: Class 12 contains 17352 members 
Mstep: Class 13 contains 71896 members 
Mstep: Class 14 contains 17881 members 
Mstep: Class 15 contains 84031 members 
Mstep: Class 16 contains 2482 members 
Mstep: Class 17 contains 15912 members 
Mstep: Class 18 contains 74590 members 
Mstep: Class 19 contains 85073 members 
Mstep: Class 20 contains 125450 members 
Mstep: Class 21 contains 47798 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 43611 members 
Mstep: Class 25 contains 9457 members 
Mstep: Class 26 contains 2888 members 
Mstep: Class 27 contains 10905 members 
Mstep: Class 28 contains 5902 members 
Mstep: Class 29 contains 147677 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 3339 members 
Mstep: Class 32 contains 14288 members 
Mstep: Class 33 contains 9907 members 
Mstep: Class 34 contains 91628 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 93205 members 
Mstep: Class 37 contains 84108 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 74031 members 
Mstep: Class 41 contains 4671 members 
Mstep: Class 42 contains 22856 members 
Mstep: Class 43 contains 161578 members 
Mstep: Class 44 contains 1961 members 
Mstep: Class 45 contains 23736 members 
Mstep: Class 46 contains 35755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430496.000000 Penalty: 30063.429688
Iteration 461Q: 47 clusters Score -8.74305e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90352 members 
Mstep: Class 2 contains 3075 members 
Mstep: Class 3 contains 42522 members 
Mstep: Class 4 contains 2379 members 
Mstep: Class 5 contains 80764 members 
Mstep: Class 6 contains 14124 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1717 members 
Mstep: Class 10 contains 26927 members 
Mstep: Class 11 contains 68049 members 
Mstep: Class 12 contains 17338 members 
Mstep: Class 13 contains 72052 members 
Mstep: Class 14 contains 17860 members 
Mstep: Class 15 contains 84044 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 15917 members 
Mstep: Class 18 contains 74562 members 
Mstep: Class 19 contains 86692 members 
Mstep: Class 20 contains 125474 members 
Mstep: Class 21 contains 47790 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5025 members 
Mstep: Class 24 contains 43628 members 
Mstep: Class 25 contains 9457 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10869 members 
Mstep: Class 28 contains 5904 members 
Mstep: Class 29 contains 147707 members 
Mstep: Class 30 contains 427 members 
Mstep: Class 31 contains 3345 members 
Mstep: Class 32 contains 14298 members 
Mstep: Class 33 contains 9890 members 
Mstep: Class 34 contains 91615 members 
Mstep: Class 35 contains 262 members 
Mstep: Class 36 contains 93104 members 
Mstep: Class 37 contains 84386 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73999 members 
Mstep: Class 41 contains 4671 members 
Mstep: Class 42 contains 22846 members 
Mstep: Class 43 contains 161581 members 
Mstep: Class 44 contains 1960 members 
Mstep: Class 45 contains 23859 members 
Mstep: Class 46 contains 35895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431112.000000 Penalty: 30063.429688
Iteration 462Q: 47 clusters Score -8.743111e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 3065 members 
Mstep: Class 3 contains 42209 members 
Mstep: Class 4 contains 2366 members 
Mstep: Class 5 contains 80790 members 
Mstep: Class 6 contains 14094 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 26792 members 
Mstep: Class 11 contains 67605 members 
Mstep: Class 12 contains 17326 members 
Mstep: Class 13 contains 72185 members 
Mstep: Class 14 contains 17828 members 
Mstep: Class 15 contains 84044 members 
Mstep: Class 16 contains 2484 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 74537 members 
Mstep: Class 19 contains 88173 members 
Mstep: Class 20 contains 125491 members 
Mstep: Class 21 contains 47796 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 5023 members 
Mstep: Class 24 contains 43648 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 10836 members 
Mstep: Class 28 contains 5906 members 
Mstep: Class 29 contains 147740 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3347 members 
Mstep: Class 32 contains 14304 members 
Mstep: Class 33 contains 9865 members 
Mstep: Class 34 contains 91598 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 92995 members 
Mstep: Class 37 contains 84719 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73968 members 
Mstep: Class 41 contains 4671 members 
Mstep: Class 42 contains 22827 members 
Mstep: Class 43 contains 161576 members 
Mstep: Class 44 contains 1962 members 
Mstep: Class 45 contains 23925 members 
Mstep: Class 46 contains 36042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430896.000000 Penalty: 30063.429688
Iteration 463Q: 47 clusters Score -8.74309e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88270 members 
Mstep: Class 2 contains 3060 members 
Mstep: Class 3 contains 41848 members 
Mstep: Class 4 contains 2349 members 
Mstep: Class 5 contains 80839 members 
Mstep: Class 6 contains 14062 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 26662 members 
Mstep: Class 11 contains 67454 members 
Mstep: Class 12 contains 17314 members 
Mstep: Class 13 contains 72346 members 
Mstep: Class 14 contains 17810 members 
Mstep: Class 15 contains 84037 members 
Mstep: Class 16 contains 2484 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 74511 members 
Mstep: Class 19 contains 89497 members 
Mstep: Class 20 contains 125509 members 
Mstep: Class 21 contains 47800 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 43682 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10817 members 
Mstep: Class 28 contains 5907 members 
Mstep: Class 29 contains 147750 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3348 members 
Mstep: Class 32 contains 14316 members 
Mstep: Class 33 contains 9835 members 
Mstep: Class 34 contains 91577 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 92885 members 
Mstep: Class 37 contains 84994 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2251 members 
Mstep: Class 40 contains 73946 members 
Mstep: Class 41 contains 4667 members 
Mstep: Class 42 contains 22802 members 
Mstep: Class 43 contains 161571 members 
Mstep: Class 44 contains 1965 members 
Mstep: Class 45 contains 23949 members 
Mstep: Class 46 contains 36164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430912.000000 Penalty: 30063.429688
Iteration 464Q: 47 clusters Score -8.743091e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 41474 members 
Mstep: Class 4 contains 2338 members 
Mstep: Class 5 contains 80874 members 
Mstep: Class 6 contains 14038 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 26503 members 
Mstep: Class 11 contains 67539 members 
Mstep: Class 12 contains 17297 members 
Mstep: Class 13 contains 72498 members 
Mstep: Class 14 contains 17788 members 
Mstep: Class 15 contains 84039 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 15944 members 
Mstep: Class 18 contains 74501 members 
Mstep: Class 19 contains 90599 members 
Mstep: Class 20 contains 125529 members 
Mstep: Class 21 contains 47799 members 
Mstep: Class 22 contains 2582 members 
Mstep: Class 23 contains 5019 members 
Mstep: Class 24 contains 43703 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 10807 members 
Mstep: Class 28 contains 5911 members 
Mstep: Class 29 contains 147770 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3349 members 
Mstep: Class 32 contains 14326 members 
Mstep: Class 33 contains 9806 members 
Mstep: Class 34 contains 91544 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 92745 members 
Mstep: Class 37 contains 85269 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73914 members 
Mstep: Class 41 contains 4666 members 
Mstep: Class 42 contains 22780 members 
Mstep: Class 43 contains 161545 members 
Mstep: Class 44 contains 1963 members 
Mstep: Class 45 contains 23979 members 
Mstep: Class 46 contains 36319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431048.000000 Penalty: 30063.429688
Iteration 465Q: 47 clusters Score -8.743105e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 3054 members 
Mstep: Class 3 contains 41105 members 
Mstep: Class 4 contains 2328 members 
Mstep: Class 5 contains 80914 members 
Mstep: Class 6 contains 14011 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 26359 members 
Mstep: Class 11 contains 67814 members 
Mstep: Class 12 contains 17282 members 
Mstep: Class 13 contains 72617 members 
Mstep: Class 14 contains 17769 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 74491 members 
Mstep: Class 19 contains 91562 members 
Mstep: Class 20 contains 125544 members 
Mstep: Class 21 contains 47790 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 5018 members 
Mstep: Class 24 contains 43716 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 2898 members 
Mstep: Class 27 contains 10785 members 
Mstep: Class 28 contains 5913 members 
Mstep: Class 29 contains 147785 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3351 members 
Mstep: Class 32 contains 14336 members 
Mstep: Class 33 contains 9787 members 
Mstep: Class 34 contains 91523 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 92632 members 
Mstep: Class 37 contains 85462 members 
Mstep: Class 38 contains 520 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73874 members 
Mstep: Class 41 contains 4663 members 
Mstep: Class 42 contains 22795 members 
Mstep: Class 43 contains 161514 members 
Mstep: Class 44 contains 1963 members 
Mstep: Class 45 contains 23981 members 
Mstep: Class 46 contains 36465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431008.000000 Penalty: 30063.429688
Iteration 466Q: 47 clusters Score -8.743101e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 3054 members 
Mstep: Class 3 contains 40724 members 
Mstep: Class 4 contains 2309 members 
Mstep: Class 5 contains 80951 members 
Mstep: Class 6 contains 13982 members 
Mstep: Class 7 contains 2734 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 26229 members 
Mstep: Class 11 contains 68139 members 
Mstep: Class 12 contains 17272 members 
Mstep: Class 13 contains 72688 members 
Mstep: Class 14 contains 17742 members 
Mstep: Class 15 contains 84036 members 
Mstep: Class 16 contains 2484 members 
Mstep: Class 17 contains 15965 members 
Mstep: Class 18 contains 74481 members 
Mstep: Class 19 contains 92443 members 
Mstep: Class 20 contains 125549 members 
Mstep: Class 21 contains 47786 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 5017 members 
Mstep: Class 24 contains 43731 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 10765 members 
Mstep: Class 28 contains 5914 members 
Mstep: Class 29 contains 147797 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3354 members 
Mstep: Class 32 contains 14343 members 
Mstep: Class 33 contains 9766 members 
Mstep: Class 34 contains 91517 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 92490 members 
Mstep: Class 37 contains 85660 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73828 members 
Mstep: Class 41 contains 4658 members 
Mstep: Class 42 contains 22808 members 
Mstep: Class 43 contains 161516 members 
Mstep: Class 44 contains 1964 members 
Mstep: Class 45 contains 23994 members 
Mstep: Class 46 contains 36621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430848.000000 Penalty: 30063.429688
Iteration 467Q: 47 clusters Score -8.743085e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 3054 members 
Mstep: Class 3 contains 40354 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 5 contains 80944 members 
Mstep: Class 6 contains 13947 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 26088 members 
Mstep: Class 11 contains 68502 members 
Mstep: Class 12 contains 17259 members 
Mstep: Class 13 contains 72786 members 
Mstep: Class 14 contains 17726 members 
Mstep: Class 15 contains 84039 members 
Mstep: Class 16 contains 2483 members 
Mstep: Class 17 contains 15979 members 
Mstep: Class 18 contains 74479 members 
Mstep: Class 19 contains 93194 members 
Mstep: Class 20 contains 125567 members 
Mstep: Class 21 contains 47777 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 43763 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 2896 members 
Mstep: Class 27 contains 10761 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 147793 members 
Mstep: Class 30 contains 428 members 
Mstep: Class 31 contains 3357 members 
Mstep: Class 32 contains 14356 members 
Mstep: Class 33 contains 9740 members 
Mstep: Class 34 contains 91508 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 92358 members 
Mstep: Class 37 contains 85842 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73790 members 
Mstep: Class 41 contains 4654 members 
Mstep: Class 42 contains 22824 members 
Mstep: Class 43 contains 161533 members 
Mstep: Class 44 contains 1965 members 
Mstep: Class 45 contains 24010 members 
Mstep: Class 46 contains 36766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430568.000000 Penalty: 30063.429688
Iteration 468Q: 47 clusters Score -8.743057e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 3054 members 
Mstep: Class 3 contains 39959 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 80977 members 
Mstep: Class 6 contains 13916 members 
Mstep: Class 7 contains 2735 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 25937 members 
Mstep: Class 11 contains 68889 members 
Mstep: Class 12 contains 17248 members 
Mstep: Class 13 contains 72921 members 
Mstep: Class 14 contains 17702 members 
Mstep: Class 15 contains 84039 members 
Mstep: Class 16 contains 2483 members 
Mstep: Class 17 contains 15984 members 
Mstep: Class 18 contains 74511 members 
Mstep: Class 19 contains 93912 members 
Mstep: Class 20 contains 125593 members 
Mstep: Class 21 contains 47761 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 5021 members 
Mstep: Class 24 contains 43774 members 
Mstep: Class 25 contains 9460 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10754 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 147788 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3360 members 
Mstep: Class 32 contains 14366 members 
Mstep: Class 33 contains 9717 members 
Mstep: Class 34 contains 91491 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 92190 members 
Mstep: Class 37 contains 85964 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73776 members 
Mstep: Class 41 contains 4655 members 
Mstep: Class 42 contains 22857 members 
Mstep: Class 43 contains 161541 members 
Mstep: Class 44 contains 1963 members 
Mstep: Class 45 contains 24024 members 
Mstep: Class 46 contains 36905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430768.000000 Penalty: 30063.429688
Iteration 469Q: 47 clusters Score -8.743077e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 39570 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 81008 members 
Mstep: Class 6 contains 13884 members 
Mstep: Class 7 contains 2736 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 25792 members 
Mstep: Class 11 contains 69294 members 
Mstep: Class 12 contains 17234 members 
Mstep: Class 13 contains 73047 members 
Mstep: Class 14 contains 17692 members 
Mstep: Class 15 contains 84044 members 
Mstep: Class 16 contains 2483 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 18 contains 74525 members 
Mstep: Class 19 contains 94541 members 
Mstep: Class 20 contains 125612 members 
Mstep: Class 21 contains 47742 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5021 members 
Mstep: Class 24 contains 43786 members 
Mstep: Class 25 contains 9461 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10749 members 
Mstep: Class 28 contains 5918 members 
Mstep: Class 29 contains 147766 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3363 members 
Mstep: Class 32 contains 14374 members 
Mstep: Class 33 contains 9698 members 
Mstep: Class 34 contains 91476 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 92027 members 
Mstep: Class 37 contains 86117 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73763 members 
Mstep: Class 41 contains 4654 members 
Mstep: Class 42 contains 22912 members 
Mstep: Class 43 contains 161552 members 
Mstep: Class 44 contains 1959 members 
Mstep: Class 45 contains 24040 members 
Mstep: Class 46 contains 37051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430840.000000 Penalty: 30063.429688
Iteration 470Q: 47 clusters Score -8.743084e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 3056 members 
Mstep: Class 3 contains 39189 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 81044 members 
Mstep: Class 6 contains 13842 members 
Mstep: Class 7 contains 2738 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 25637 members 
Mstep: Class 11 contains 69718 members 
Mstep: Class 12 contains 17223 members 
Mstep: Class 13 contains 73192 members 
Mstep: Class 14 contains 17674 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 2484 members 
Mstep: Class 17 contains 15979 members 
Mstep: Class 18 contains 74519 members 
Mstep: Class 19 contains 95092 members 
Mstep: Class 20 contains 125627 members 
Mstep: Class 21 contains 47724 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5024 members 
Mstep: Class 24 contains 43806 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 10746 members 
Mstep: Class 28 contains 5922 members 
Mstep: Class 29 contains 147750 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3366 members 
Mstep: Class 32 contains 14379 members 
Mstep: Class 33 contains 9675 members 
Mstep: Class 34 contains 91475 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 91884 members 
Mstep: Class 37 contains 86263 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73739 members 
Mstep: Class 41 contains 4654 members 
Mstep: Class 42 contains 22961 members 
Mstep: Class 43 contains 161569 members 
Mstep: Class 44 contains 1959 members 
Mstep: Class 45 contains 24076 members 
Mstep: Class 46 contains 37170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430776.000000 Penalty: 30063.429688
Iteration 471Q: 47 clusters Score -8.743078e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 3057 members 
Mstep: Class 3 contains 38796 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 81086 members 
Mstep: Class 6 contains 13806 members 
Mstep: Class 7 contains 2740 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 25485 members 
Mstep: Class 11 contains 70180 members 
Mstep: Class 12 contains 17214 members 
Mstep: Class 13 contains 73346 members 
Mstep: Class 14 contains 17644 members 
Mstep: Class 15 contains 84038 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 15991 members 
Mstep: Class 18 contains 74533 members 
Mstep: Class 19 contains 95647 members 
Mstep: Class 20 contains 125636 members 
Mstep: Class 21 contains 47710 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5024 members 
Mstep: Class 24 contains 43826 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 2890 members 
Mstep: Class 27 contains 10751 members 
Mstep: Class 28 contains 5924 members 
Mstep: Class 29 contains 147754 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3368 members 
Mstep: Class 32 contains 14380 members 
Mstep: Class 33 contains 9657 members 
Mstep: Class 34 contains 91482 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 91708 members 
Mstep: Class 37 contains 86387 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73710 members 
Mstep: Class 41 contains 4657 members 
Mstep: Class 42 contains 23002 members 
Mstep: Class 43 contains 161585 members 
Mstep: Class 44 contains 1958 members 
Mstep: Class 45 contains 24106 members 
Mstep: Class 46 contains 37276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430888.000000 Penalty: 30063.429688
Iteration 472Q: 47 clusters Score -8.743089e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 38434 members 
Mstep: Class 4 contains 2141 members 
Mstep: Class 5 contains 81064 members 
Mstep: Class 6 contains 13772 members 
Mstep: Class 7 contains 2741 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 25332 members 
Mstep: Class 11 contains 70672 members 
Mstep: Class 12 contains 17198 members 
Mstep: Class 13 contains 73462 members 
Mstep: Class 14 contains 17606 members 
Mstep: Class 15 contains 84033 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 16004 members 
Mstep: Class 18 contains 74551 members 
Mstep: Class 19 contains 96127 members 
Mstep: Class 20 contains 125643 members 
Mstep: Class 21 contains 47688 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 5025 members 
Mstep: Class 24 contains 43856 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 2892 members 
Mstep: Class 27 contains 10757 members 
Mstep: Class 28 contains 5927 members 
Mstep: Class 29 contains 147769 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3368 members 
Mstep: Class 32 contains 14380 members 
Mstep: Class 33 contains 9639 members 
Mstep: Class 34 contains 91480 members 
Mstep: Class 35 contains 258 members 
Mstep: Class 36 contains 91599 members 
Mstep: Class 37 contains 86530 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73683 members 
Mstep: Class 41 contains 4671 members 
Mstep: Class 42 contains 23037 members 
Mstep: Class 43 contains 161624 members 
Mstep: Class 44 contains 1956 members 
Mstep: Class 45 contains 24131 members 
Mstep: Class 46 contains 37389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430736.000000 Penalty: 30063.429688
Iteration 473Q: 47 clusters Score -8.743074e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 3059 members 
Mstep: Class 3 contains 38095 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 81003 members 
Mstep: Class 6 contains 13752 members 
Mstep: Class 7 contains 2743 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 25197 members 
Mstep: Class 11 contains 71121 members 
Mstep: Class 12 contains 17173 members 
Mstep: Class 13 contains 73592 members 
Mstep: Class 14 contains 17577 members 
Mstep: Class 15 contains 84038 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 16015 members 
Mstep: Class 18 contains 74555 members 
Mstep: Class 19 contains 96529 members 
Mstep: Class 20 contains 125649 members 
Mstep: Class 21 contains 47670 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 5024 members 
Mstep: Class 24 contains 43892 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 2894 members 
Mstep: Class 27 contains 10756 members 
Mstep: Class 28 contains 5929 members 
Mstep: Class 29 contains 147759 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3372 members 
Mstep: Class 32 contains 14380 members 
Mstep: Class 33 contains 9621 members 
Mstep: Class 34 contains 91491 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 91553 members 
Mstep: Class 37 contains 86700 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73659 members 
Mstep: Class 41 contains 4680 members 
Mstep: Class 42 contains 23070 members 
Mstep: Class 43 contains 161647 members 
Mstep: Class 44 contains 1953 members 
Mstep: Class 45 contains 24174 members 
Mstep: Class 46 contains 37476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430696.000000 Penalty: 30063.429688
Iteration 474Q: 47 clusters Score -8.74307e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 3060 members 
Mstep: Class 3 contains 37715 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 80939 members 
Mstep: Class 6 contains 13737 members 
Mstep: Class 7 contains 2745 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 25061 members 
Mstep: Class 11 contains 71590 members 
Mstep: Class 12 contains 17148 members 
Mstep: Class 13 contains 73753 members 
Mstep: Class 14 contains 17557 members 
Mstep: Class 15 contains 84048 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 16033 members 
Mstep: Class 18 contains 74576 members 
Mstep: Class 19 contains 96884 members 
Mstep: Class 20 contains 125670 members 
Mstep: Class 21 contains 47653 members 
Mstep: Class 22 contains 2576 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 43922 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2897 members 
Mstep: Class 27 contains 10758 members 
Mstep: Class 28 contains 5934 members 
Mstep: Class 29 contains 147759 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3381 members 
Mstep: Class 32 contains 14383 members 
Mstep: Class 33 contains 9605 members 
Mstep: Class 34 contains 91490 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 91542 members 
Mstep: Class 37 contains 86848 members 
Mstep: Class 38 contains 519 members 
Mstep: Class 39 contains 2250 members 
Mstep: Class 40 contains 73626 members 
Mstep: Class 41 contains 4681 members 
Mstep: Class 42 contains 23115 members 
Mstep: Class 43 contains 161673 members 
Mstep: Class 44 contains 1952 members 
Mstep: Class 45 contains 24179 members 
Mstep: Class 46 contains 37548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430368.000000 Penalty: 30063.429688
Iteration 475Q: 47 clusters Score -8.743037e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 3058 members 
Mstep: Class 3 contains 37321 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 80842 members 
Mstep: Class 6 contains 13716 members 
Mstep: Class 7 contains 2748 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 24903 members 
Mstep: Class 11 contains 72076 members 
Mstep: Class 12 contains 17118 members 
Mstep: Class 13 contains 73950 members 
Mstep: Class 14 contains 17544 members 
Mstep: Class 15 contains 84060 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 16038 members 
Mstep: Class 18 contains 74605 members 
Mstep: Class 19 contains 97211 members 
Mstep: Class 20 contains 125692 members 
Mstep: Class 21 contains 47633 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 5022 members 
Mstep: Class 24 contains 43950 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 10751 members 
Mstep: Class 28 contains 5944 members 
Mstep: Class 29 contains 147758 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3397 members 
Mstep: Class 32 contains 14384 members 
Mstep: Class 33 contains 9590 members 
Mstep: Class 34 contains 91483 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 91593 members 
Mstep: Class 37 contains 86941 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2251 members 
Mstep: Class 40 contains 73606 members 
Mstep: Class 41 contains 4680 members 
Mstep: Class 42 contains 23187 members 
Mstep: Class 43 contains 161684 members 
Mstep: Class 44 contains 1951 members 
Mstep: Class 45 contains 24171 members 
Mstep: Class 46 contains 37645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430688.000000 Penalty: 30063.429688
Iteration 476Q: 47 clusters Score -8.743069e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 3060 members 
Mstep: Class 3 contains 36944 members 
Mstep: Class 4 contains 2113 members 
Mstep: Class 5 contains 80766 members 
Mstep: Class 6 contains 13705 members 
Mstep: Class 7 contains 2751 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 24740 members 
Mstep: Class 11 contains 72502 members 
Mstep: Class 12 contains 17091 members 
Mstep: Class 13 contains 74121 members 
Mstep: Class 14 contains 17531 members 
Mstep: Class 15 contains 84076 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 16067 members 
Mstep: Class 18 contains 74634 members 
Mstep: Class 19 contains 97470 members 
Mstep: Class 20 contains 125717 members 
Mstep: Class 21 contains 47602 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 5023 members 
Mstep: Class 24 contains 43983 members 
Mstep: Class 25 contains 9453 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 10740 members 
Mstep: Class 28 contains 5957 members 
Mstep: Class 29 contains 147750 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3411 members 
Mstep: Class 32 contains 14385 members 
Mstep: Class 33 contains 9577 members 
Mstep: Class 34 contains 91482 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 91642 members 
Mstep: Class 37 contains 87044 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2253 members 
Mstep: Class 40 contains 73588 members 
Mstep: Class 41 contains 4683 members 
Mstep: Class 42 contains 23273 members 
Mstep: Class 43 contains 161687 members 
Mstep: Class 44 contains 1948 members 
Mstep: Class 45 contains 24178 members 
Mstep: Class 46 contains 37744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430696.000000 Penalty: 30063.429688
Iteration 477Q: 47 clusters Score -8.74307e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 36569 members 
Mstep: Class 4 contains 2102 members 
Mstep: Class 5 contains 80705 members 
Mstep: Class 6 contains 13681 members 
Mstep: Class 7 contains 2754 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 24595 members 
Mstep: Class 11 contains 72921 members 
Mstep: Class 12 contains 17083 members 
Mstep: Class 13 contains 74301 members 
Mstep: Class 14 contains 17520 members 
Mstep: Class 15 contains 84081 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 16080 members 
Mstep: Class 18 contains 74644 members 
Mstep: Class 19 contains 97734 members 
Mstep: Class 20 contains 125743 members 
Mstep: Class 21 contains 47569 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 5029 members 
Mstep: Class 24 contains 44025 members 
Mstep: Class 25 contains 9452 members 
Mstep: Class 26 contains 2914 members 
Mstep: Class 27 contains 10717 members 
Mstep: Class 28 contains 5962 members 
Mstep: Class 29 contains 147738 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3425 members 
Mstep: Class 32 contains 14386 members 
Mstep: Class 33 contains 9574 members 
Mstep: Class 34 contains 91485 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 91709 members 
Mstep: Class 37 contains 87129 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2254 members 
Mstep: Class 40 contains 73573 members 
Mstep: Class 41 contains 4687 members 
Mstep: Class 42 contains 23336 members 
Mstep: Class 43 contains 161690 members 
Mstep: Class 44 contains 1949 members 
Mstep: Class 45 contains 24194 members 
Mstep: Class 46 contains 37836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430280.000000 Penalty: 30063.429688
Iteration 478Q: 47 clusters Score -8.743028e+07 nChanged 3190
Entering ConstructFrom: 
Score: -87430280.000000 Penalty: 30063.429688
Entering ConstructFrom: 
Trying to split cluster 1 (77135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Entering Unmasked Estep 
Score: -4221346.000000 Penalty: 512.025696
	Iteration 0F: 2 clusters Score -4221346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -4169424.250000 Penalty: 1024.051392
	Iteration 0F: 3 clusters Score -4169424 nChanged 37635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4192540.000000 Penalty: 1024.051392
	Iteration 1F: 3 clusters Score -4192540 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -4193520.250000 Penalty: 1024.051392
	Iteration 2Q: 3 clusters Score -4193520 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -4195095.000000 Penalty: 1024.051392
	Iteration 3Q: 3 clusters Score -4195095 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -4197847.500000 Penalty: 1024.051392
	Iteration 4F: 3 clusters Score -4197848 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4202225.500000 Penalty: 1024.051392
	Iteration 5F: 3 clusters Score -4202226 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -4208319.500000 Penalty: 1024.051392
	Iteration 6F: 3 clusters Score -4208320 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -4214244.500000 Penalty: 1024.051392
	Iteration 7F: 3 clusters Score -4214244 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4218099.000000 Penalty: 1024.051392
	Iteration 8Q: 3 clusters Score -4218099 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4219829.000000 Penalty: 1024.051392
	Iteration 9Q: 3 clusters Score -4219829 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4220421.000000 Penalty: 1024.051392
	Iteration 10Q: 3 clusters Score -4220421 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4220685.500000 Penalty: 1024.051392
	Iteration 11Q: 3 clusters Score -4220686 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4220826.000000 Penalty: 1024.051392
	Iteration 12Q: 3 clusters Score -4220826 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4220876.000000 Penalty: 1024.051392
	Iteration 13Q: 3 clusters Score -4220876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4220891.000000 Penalty: 1024.051392
	Iteration 14Q: 3 clusters Score -4220891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4220915.500000 Penalty: 1024.051392
	Iteration 15Q: 3 clusters Score -4220916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4220928.000000 Penalty: 1024.051392
	Iteration 16Q: 3 clusters Score -4220928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4220936.500000 Penalty: 1024.051392
	Iteration 17Q: 3 clusters Score -4220936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4220944.000000 Penalty: 1024.051392
	Iteration 18Q: 3 clusters Score -4220944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4220958.000000 Penalty: 1024.051392
	Iteration 19Q: 3 clusters Score -4220958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4220961.000000 Penalty: 1024.051392
	Iteration 20F: 3 clusters Score -4220961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4220961.000000 Penalty: 1024.051392
	Iteration 21Q: 3 clusters Score -4220961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76780 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4220958.500000 Penalty: 1024.051392
	Iteration 22Q: 3 clusters Score -4220958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76785 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4220964.000000 Penalty: 1024.051392
	Iteration 23Q: 3 clusters Score -4220964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4220962.500000 Penalty: 1024.051392
	Iteration 24Q: 3 clusters Score -4220962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4220962.500000 Penalty: 1024.051392
	Iteration 25F: 3 clusters Score -4220962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Entering Unmasked Estep 
Score: -169215.750000 Penalty: 365.146118
	Iteration 0F: 2 clusters Score -169215.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -167106.718750 Penalty: 730.292236
	Iteration 0F: 3 clusters Score -167106.7 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -167852.625000 Penalty: 730.292236
	Iteration 1F: 3 clusters Score -167852.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -167927.546875 Penalty: 730.292236
	Iteration 2F: 3 clusters Score -167927.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -167993.578125 Penalty: 730.292236
	Iteration 3Q: 3 clusters Score -167993.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -168087.093750 Penalty: 730.292236
	Iteration 4F: 3 clusters Score -168087.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -168213.359375 Penalty: 730.292236
	Iteration 5F: 3 clusters Score -168213.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -168365.218750 Penalty: 730.292236
	Iteration 6F: 3 clusters Score -168365.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -168526.250000 Penalty: 730.292236
	Iteration 7F: 3 clusters Score -168526.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -168661.812500 Penalty: 730.292236
	Iteration 8Q: 3 clusters Score -168661.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -168757.437500 Penalty: 730.292236
	Iteration 9Q: 3 clusters Score -168757.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -168816.921875 Penalty: 730.292236
	Iteration 10Q: 3 clusters Score -168816.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -168839.765625 Penalty: 730.292236
	Iteration 11Q: 3 clusters Score -168839.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -168854.015625 Penalty: 730.292236
	Iteration 12Q: 3 clusters Score -168854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -168867.156250 Penalty: 730.292236
	Iteration 13Q: 3 clusters Score -168867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -168871.468750 Penalty: 730.292236
	Iteration 14Q: 3 clusters Score -168871.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -168875.625000 Penalty: 730.292236
	Iteration 15Q: 3 clusters Score -168875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -168878.109375 Penalty: 730.292236
	Iteration 16Q: 3 clusters Score -168878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -168880.734375 Penalty: 730.292236
	Iteration 17Q: 3 clusters Score -168880.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -168883.062500 Penalty: 730.292236
	Iteration 18Q: 3 clusters Score -168883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -168887.671875 Penalty: 730.292236
	Iteration 19Q: 3 clusters Score -168887.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -168889.437500 Penalty: 730.292236
	Iteration 20F: 3 clusters Score -168889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -168890.843750 Penalty: 730.292236
	Iteration 21Q: 3 clusters Score -168890.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -168890.843750 Penalty: 730.292236
	Iteration 22F: 3 clusters Score -168890.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Entering Unmasked Estep 
Score: -2018470.250000 Penalty: 477.584930
	Iteration 0F: 2 clusters Score -2018470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1994498.625000 Penalty: 955.169861
	Iteration 0F: 3 clusters Score -1994499 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2005560.875000 Penalty: 955.169861
	Iteration 1F: 3 clusters Score -2005561 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2006934.125000 Penalty: 955.169861
	Iteration 2F: 3 clusters Score -2006934 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2008986.250000 Penalty: 955.169861
	Iteration 3F: 3 clusters Score -2008986 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2011174.375000 Penalty: 955.169861
	Iteration 4F: 3 clusters Score -2011174 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2012573.375000 Penalty: 955.169861
	Iteration 5F: 3 clusters Score -2012573 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2013307.375000 Penalty: 955.169861
	Iteration 6Q: 3 clusters Score -2013307 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2013859.250000 Penalty: 955.169861
	Iteration 7Q: 3 clusters Score -2013859 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2014379.875000 Penalty: 955.169861
	Iteration 8Q: 3 clusters Score -2014380 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2014869.875000 Penalty: 955.169861
	Iteration 9Q: 3 clusters Score -2014870 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2015289.000000 Penalty: 955.169861
	Iteration 10Q: 3 clusters Score -2015289 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2015609.250000 Penalty: 955.169861
	Iteration 11Q: 3 clusters Score -2015609 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2015890.125000 Penalty: 955.169861
	Iteration 12Q: 3 clusters Score -2015890 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -2016091.625000 Penalty: 955.169861
	Iteration 13Q: 3 clusters Score -2016092 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2016237.125000 Penalty: 955.169861
	Iteration 14Q: 3 clusters Score -2016237 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2016314.375000 Penalty: 955.169861
	Iteration 15Q: 3 clusters Score -2016314 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2016380.125000 Penalty: 955.169861
	Iteration 16Q: 3 clusters Score -2016380 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -2016409.125000 Penalty: 955.169861
	Iteration 17Q: 3 clusters Score -2016409 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2016442.000000 Penalty: 955.169861
	Iteration 18Q: 3 clusters Score -2016442 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2016439.625000 Penalty: 955.169861
	Iteration 19Q: 3 clusters Score -2016440 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -2016450.250000 Penalty: 955.169861
	Iteration 20F: 3 clusters Score -2016450 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -2016451.750000 Penalty: 955.169861
	Iteration 21Q: 3 clusters Score -2016452 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2016461.125000 Penalty: 955.169861
	Iteration 22Q: 3 clusters Score -2016461 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -2016470.250000 Penalty: 955.169861
	Iteration 23Q: 3 clusters Score -2016470 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -2016487.875000 Penalty: 955.169861
	Iteration 24Q: 3 clusters Score -2016488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2016493.500000 Penalty: 955.169861
	Iteration 25Q: 3 clusters Score -2016494 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -2016506.375000 Penalty: 955.169861
	Iteration 26Q: 3 clusters Score -2016506 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -2016509.250000 Penalty: 955.169861
	Iteration 27Q: 3 clusters Score -2016509 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -2016515.000000 Penalty: 955.169861
	Iteration 28Q: 3 clusters Score -2016515 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -2016523.250000 Penalty: 955.169861
	Iteration 29Q: 3 clusters Score -2016523 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -2016529.750000 Penalty: 955.169861
	Iteration 30Q: 3 clusters Score -2016530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -2016533.250000 Penalty: 955.169861
	Iteration 31Q: 3 clusters Score -2016533 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -2016536.375000 Penalty: 955.169861
	Iteration 32Q: 3 clusters Score -2016536 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -2016525.500000 Penalty: 955.169861
	Iteration 33Q: 3 clusters Score -2016526 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -2016540.375000 Penalty: 955.169861
	Iteration 34Q: 3 clusters Score -2016540 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -2016554.000000 Penalty: 955.169861
	Iteration 35Q: 3 clusters Score -2016554 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -2016572.375000 Penalty: 955.169861
	Iteration 36Q: 3 clusters Score -2016572 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -2016576.000000 Penalty: 955.169861
	Iteration 37Q: 3 clusters Score -2016576 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -2016592.875000 Penalty: 955.169861
	Iteration 38Q: 3 clusters Score -2016593 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -2016605.625000 Penalty: 955.169861
	Iteration 39Q: 3 clusters Score -2016606 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -2016617.375000 Penalty: 955.169861
	Iteration 40F: 3 clusters Score -2016617 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -2016628.000000 Penalty: 955.169861
	Iteration 41Q: 3 clusters Score -2016628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -2016642.250000 Penalty: 955.169861
	Iteration 42Q: 3 clusters Score -2016642 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -2016655.250000 Penalty: 955.169861
	Iteration 43Q: 3 clusters Score -2016655 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -2016670.500000 Penalty: 955.169861
	Iteration 44Q: 3 clusters Score -2016670 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -2016687.375000 Penalty: 955.169861
	Iteration 45Q: 3 clusters Score -2016687 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -2016701.750000 Penalty: 955.169861
	Iteration 46Q: 3 clusters Score -2016702 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -2016710.750000 Penalty: 955.169861
	Iteration 47Q: 3 clusters Score -2016711 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -2016723.500000 Penalty: 955.169861
	Iteration 48Q: 3 clusters Score -2016724 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -2016738.875000 Penalty: 955.169861
	Iteration 49Q: 3 clusters Score -2016739 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -2016739.750000 Penalty: 955.169861
	Iteration 50Q: 3 clusters Score -2016740 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -2016748.125000 Penalty: 955.169861
	Iteration 51Q: 3 clusters Score -2016748 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -2016756.000000 Penalty: 955.169861
	Iteration 52Q: 3 clusters Score -2016756 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -2016767.250000 Penalty: 955.169861
	Iteration 53Q: 3 clusters Score -2016767 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -2016776.875000 Penalty: 955.169861
	Iteration 54Q: 3 clusters Score -2016777 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -2016785.000000 Penalty: 955.169861
	Iteration 55Q: 3 clusters Score -2016785 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -2016791.750000 Penalty: 955.169861
	Iteration 56Q: 3 clusters Score -2016792 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -2016804.000000 Penalty: 955.169861
	Iteration 57Q: 3 clusters Score -2016804 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -2016816.375000 Penalty: 955.169861
	Iteration 58Q: 3 clusters Score -2016816 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -2016822.250000 Penalty: 955.169861
	Iteration 59Q: 3 clusters Score -2016822 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -2016825.250000 Penalty: 955.169861
	Iteration 60F: 3 clusters Score -2016825 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -2016833.000000 Penalty: 955.169861
	Iteration 61Q: 3 clusters Score -2016833 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -2016840.750000 Penalty: 955.169861
	Iteration 62Q: 3 clusters Score -2016841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -2016841.500000 Penalty: 955.169861
	Iteration 63Q: 3 clusters Score -2016842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -2016843.250000 Penalty: 955.169861
	Iteration 64Q: 3 clusters Score -2016843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -2016847.000000 Penalty: 955.169861
	Iteration 65Q: 3 clusters Score -2016847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -2016852.875000 Penalty: 955.169861
	Iteration 66Q: 3 clusters Score -2016853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -2016861.500000 Penalty: 955.169861
	Iteration 67Q: 3 clusters Score -2016862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -2016864.375000 Penalty: 955.169861
	Iteration 68Q: 3 clusters Score -2016864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -2016862.000000 Penalty: 955.169861
	Iteration 69Q: 3 clusters Score -2016862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -2016864.875000 Penalty: 955.169861
	Iteration 70Q: 3 clusters Score -2016865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -2016862.750000 Penalty: 955.169861
	Iteration 71Q: 3 clusters Score -2016863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -2016868.000000 Penalty: 955.169861
	Iteration 72Q: 3 clusters Score -2016868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -2016867.000000 Penalty: 955.169861
	Iteration 73Q: 3 clusters Score -2016867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -2016871.750000 Penalty: 955.169861
	Iteration 74Q: 3 clusters Score -2016872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -2016870.125000 Penalty: 955.169861
	Iteration 75Q: 3 clusters Score -2016870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -2016864.625000 Penalty: 955.169861
	Iteration 76Q: 3 clusters Score -2016865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -2016871.000000 Penalty: 955.169861
	Iteration 77Q: 3 clusters Score -2016871 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -2016871.125000 Penalty: 955.169861
	Iteration 78Q: 3 clusters Score -2016871 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -2016873.375000 Penalty: 955.169861
	Iteration 79Q: 3 clusters Score -2016873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -2016873.500000 Penalty: 955.169861
	Iteration 80F: 3 clusters Score -2016874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -2016873.500000 Penalty: 955.169861
	Iteration 81Q: 3 clusters Score -2016874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -2016875.125000 Penalty: 955.169861
	Iteration 82Q: 3 clusters Score -2016875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -2016884.750000 Penalty: 955.169861
	Iteration 83Q: 3 clusters Score -2016885 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -2016887.500000 Penalty: 955.169861
	Iteration 84Q: 3 clusters Score -2016888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -2016892.375000 Penalty: 955.169861
	Iteration 85Q: 3 clusters Score -2016892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -2016891.375000 Penalty: 955.169861
	Iteration 86Q: 3 clusters Score -2016891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -2016900.625000 Penalty: 955.169861
	Iteration 87Q: 3 clusters Score -2016901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -2016905.000000 Penalty: 955.169861
	Iteration 88Q: 3 clusters Score -2016905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -2016906.000000 Penalty: 955.169861
	Iteration 89Q: 3 clusters Score -2016906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -2016905.625000 Penalty: 955.169861
	Iteration 90Q: 3 clusters Score -2016906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -2016915.875000 Penalty: 955.169861
	Iteration 91Q: 3 clusters Score -2016916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -2016917.625000 Penalty: 955.169861
	Iteration 92Q: 3 clusters Score -2016918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -2016927.500000 Penalty: 955.169861
	Iteration 93Q: 3 clusters Score -2016928 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -2016939.000000 Penalty: 955.169861
	Iteration 94Q: 3 clusters Score -2016939 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -2016953.250000 Penalty: 955.169861
	Iteration 95Q: 3 clusters Score -2016953 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -2016958.000000 Penalty: 955.169861
	Iteration 96Q: 3 clusters Score -2016958 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -2016968.750000 Penalty: 955.169861
	Iteration 97Q: 3 clusters Score -2016969 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -2016980.000000 Penalty: 955.169861
	Iteration 98Q: 3 clusters Score -2016980 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -2017012.000000 Penalty: 955.169861
	Iteration 99Q: 3 clusters Score -2017012 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -2017050.500000 Penalty: 955.169861
	Iteration 100F: 3 clusters Score -2017050 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -2017081.375000 Penalty: 955.169861
	Iteration 101Q: 3 clusters Score -2017081 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -2017114.750000 Penalty: 955.169861
	Iteration 102Q: 3 clusters Score -2017115 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -2017159.250000 Penalty: 955.169861
	Iteration 103Q: 3 clusters Score -2017159 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -2017208.750000 Penalty: 955.169861
	Iteration 104Q: 3 clusters Score -2017209 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -2017262.750000 Penalty: 955.169861
	Iteration 105Q: 3 clusters Score -2017263 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -2017317.625000 Penalty: 955.169861
	Iteration 106Q: 3 clusters Score -2017318 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -2017406.125000 Penalty: 955.169861
	Iteration 107Q: 3 clusters Score -2017406 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -2017489.750000 Penalty: 955.169861
	Iteration 108Q: 3 clusters Score -2017490 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -2017607.875000 Penalty: 955.169861
	Iteration 109Q: 3 clusters Score -2017608 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -2017714.875000 Penalty: 955.169861
	Iteration 110Q: 3 clusters Score -2017715 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -2017808.625000 Penalty: 955.169861
	Iteration 111Q: 3 clusters Score -2017809 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -2017889.625000 Penalty: 955.169861
	Iteration 112Q: 3 clusters Score -2017890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -2017956.625000 Penalty: 955.169861
	Iteration 113Q: 3 clusters Score -2017957 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -2018005.625000 Penalty: 955.169861
	Iteration 114Q: 3 clusters Score -2018006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -2018032.125000 Penalty: 955.169861
	Iteration 115Q: 3 clusters Score -2018032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -2018051.250000 Penalty: 955.169861
	Iteration 116Q: 3 clusters Score -2018051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -2018059.250000 Penalty: 955.169861
	Iteration 117Q: 3 clusters Score -2018059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -2018065.250000 Penalty: 955.169861
	Iteration 118Q: 3 clusters Score -2018065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -2018066.750000 Penalty: 955.169861
	Iteration 119Q: 3 clusters Score -2018067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -2018071.875000 Penalty: 955.169861
	Iteration 120F: 3 clusters Score -2018072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -2018073.250000 Penalty: 955.169861
	Iteration 121Q: 3 clusters Score -2018073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -2018074.875000 Penalty: 955.169861
	Iteration 122Q: 3 clusters Score -2018075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -2018074.250000 Penalty: 955.169861
	Iteration 123Q: 3 clusters Score -2018074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -2018079.000000 Penalty: 955.169861
	Iteration 124Q: 3 clusters Score -2018079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -2018082.250000 Penalty: 955.169861
	Iteration 125Q: 3 clusters Score -2018082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -2018088.000000 Penalty: 955.169861
	Iteration 126Q: 3 clusters Score -2018088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -2018092.750000 Penalty: 955.169861
	Iteration 127Q: 3 clusters Score -2018093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -2018099.375000 Penalty: 955.169861
	Iteration 128Q: 3 clusters Score -2018099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -2018101.750000 Penalty: 955.169861
	Iteration 129Q: 3 clusters Score -2018102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -2018105.875000 Penalty: 955.169861
	Iteration 130Q: 3 clusters Score -2018106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -2018104.625000 Penalty: 955.169861
	Iteration 131Q: 3 clusters Score -2018105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -2018105.750000 Penalty: 955.169861
	Iteration 132Q: 3 clusters Score -2018106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -2018106.375000 Penalty: 955.169861
	Iteration 133Q: 3 clusters Score -2018106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -2018108.125000 Penalty: 955.169861
	Iteration 134Q: 3 clusters Score -2018108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -2018109.875000 Penalty: 955.169861
	Iteration 135Q: 3 clusters Score -2018110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -2018110.500000 Penalty: 955.169861
	Iteration 136Q: 3 clusters Score -2018110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -2018114.625000 Penalty: 955.169861
	Iteration 137Q: 3 clusters Score -2018115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -2018115.500000 Penalty: 955.169861
	Iteration 138Q: 3 clusters Score -2018116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -2018117.125000 Penalty: 955.169861
	Iteration 139Q: 3 clusters Score -2018117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -2018116.625000 Penalty: 955.169861
	Iteration 140F: 3 clusters Score -2018117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -2018116.375000 Penalty: 955.169861
	Iteration 141Q: 3 clusters Score -2018116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -2018117.375000 Penalty: 955.169861
	Iteration 142Q: 3 clusters Score -2018117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -2018119.625000 Penalty: 955.169861
	Iteration 143Q: 3 clusters Score -2018120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -2018118.750000 Penalty: 955.169861
	Iteration 144Q: 3 clusters Score -2018119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -2018117.250000 Penalty: 955.169861
	Iteration 145Q: 3 clusters Score -2018117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -2018117.250000 Penalty: 955.169861
	Iteration 146F: 3 clusters Score -2018117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Entering Unmasked Estep 
Score: -122748.734375 Penalty: 347.974274
	Iteration 0F: 2 clusters Score -122748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -121230.914062 Penalty: 695.948547
	Iteration 0F: 3 clusters Score -121230.9 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -121700.843750 Penalty: 695.948547
	Iteration 1F: 3 clusters Score -121700.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -121795.406250 Penalty: 695.948547
	Iteration 2F: 3 clusters Score -121795.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -121924.046875 Penalty: 695.948547
	Iteration 3F: 3 clusters Score -121924 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -122039.609375 Penalty: 695.948547
	Iteration 4F: 3 clusters Score -122039.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -122158.148438 Penalty: 695.948547
	Iteration 5F: 3 clusters Score -122158.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -122252.890625 Penalty: 695.948547
	Iteration 6Q: 3 clusters Score -122252.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -122313.390625 Penalty: 695.948547
	Iteration 7Q: 3 clusters Score -122313.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -122365.054688 Penalty: 695.948547
	Iteration 8Q: 3 clusters Score -122365.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -122396.570312 Penalty: 695.948547
	Iteration 9Q: 3 clusters Score -122396.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -122412.890625 Penalty: 695.948547
	Iteration 10Q: 3 clusters Score -122412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -122423.250000 Penalty: 695.948547
	Iteration 11Q: 3 clusters Score -122423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -122427.046875 Penalty: 695.948547
	Iteration 12Q: 3 clusters Score -122427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -122430.828125 Penalty: 695.948547
	Iteration 13Q: 3 clusters Score -122430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -122435.257812 Penalty: 695.948547
	Iteration 14Q: 3 clusters Score -122435.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -122439.992188 Penalty: 695.948547
	Iteration 15Q: 3 clusters Score -122440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -122441.757812 Penalty: 695.948547
	Iteration 16Q: 3 clusters Score -122441.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -122450.406250 Penalty: 695.948547
	Iteration 17Q: 3 clusters Score -122450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -122452.492188 Penalty: 695.948547
	Iteration 18Q: 3 clusters Score -122452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -122457.359375 Penalty: 695.948547
	Iteration 19Q: 3 clusters Score -122457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -122457.359375 Penalty: 695.948547
	Iteration 20F: 3 clusters Score -122457.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (80663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Entering Unmasked Estep 
Score: -4482154.000000 Penalty: 514.060608
	Iteration 0F: 2 clusters Score -4482154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -4428314.000000 Penalty: 1028.121216
	Iteration 0F: 3 clusters Score -4428314 nChanged 39256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -4452335.000000 Penalty: 1028.121216
	Iteration 1F: 3 clusters Score -4452335 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -4453423.000000 Penalty: 1028.121216
	Iteration 2Q: 3 clusters Score -4453423 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -4454974.000000 Penalty: 1028.121216
	Iteration 3Q: 3 clusters Score -4454974 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -4457298.000000 Penalty: 1028.121216
	Iteration 4Q: 3 clusters Score -4457298 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -4460699.000000 Penalty: 1028.121216
	Iteration 5F: 3 clusters Score -4460699 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -4464667.500000 Penalty: 1028.121216
	Iteration 6F: 3 clusters Score -4464668 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -4467640.000000 Penalty: 1028.121216
	Iteration 7F: 3 clusters Score -4467640 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -4469345.500000 Penalty: 1028.121216
	Iteration 8Q: 3 clusters Score -4469346 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -4470334.500000 Penalty: 1028.121216
	Iteration 9Q: 3 clusters Score -4470334 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -4471148.000000 Penalty: 1028.121216
	Iteration 10Q: 3 clusters Score -4471148 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -4471871.000000 Penalty: 1028.121216
	Iteration 11Q: 3 clusters Score -4471871 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -4472618.000000 Penalty: 1028.121216
	Iteration 12Q: 3 clusters Score -4472618 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -4473490.000000 Penalty: 1028.121216
	Iteration 13Q: 3 clusters Score -4473490 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -4474493.000000 Penalty: 1028.121216
	Iteration 14Q: 3 clusters Score -4474493 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -4475487.500000 Penalty: 1028.121216
	Iteration 15Q: 3 clusters Score -4475488 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -4476463.500000 Penalty: 1028.121216
	Iteration 16Q: 3 clusters Score -4476464 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -4477320.000000 Penalty: 1028.121216
	Iteration 17Q: 3 clusters Score -4477320 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -4478210.500000 Penalty: 1028.121216
	Iteration 18Q: 3 clusters Score -4478210 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -4479014.000000 Penalty: 1028.121216
	Iteration 19Q: 3 clusters Score -4479014 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -4479734.000000 Penalty: 1028.121216
	Iteration 20F: 3 clusters Score -4479734 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -4480270.500000 Penalty: 1028.121216
	Iteration 21Q: 3 clusters Score -4480270 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -4480713.000000 Penalty: 1028.121216
	Iteration 22Q: 3 clusters Score -4480713 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -4481048.500000 Penalty: 1028.121216
	Iteration 23Q: 3 clusters Score -4481048 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -4481278.000000 Penalty: 1028.121216
	Iteration 24Q: 3 clusters Score -4481278 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -4481425.000000 Penalty: 1028.121216
	Iteration 25Q: 3 clusters Score -4481425 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -4481533.000000 Penalty: 1028.121216
	Iteration 26Q: 3 clusters Score -4481533 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 80296 members 
Entering Unmasked Estep 
Score: -4481597.500000 Penalty: 1028.121216
	Iteration 27Q: 3 clusters Score -4481598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -4481641.500000 Penalty: 1028.121216
	Iteration 28Q: 3 clusters Score -4481642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -4481657.500000 Penalty: 1028.121216
	Iteration 29Q: 3 clusters Score -4481658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -4481670.000000 Penalty: 1028.121216
	Iteration 30Q: 3 clusters Score -4481670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -4481684.000000 Penalty: 1028.121216
	Iteration 31Q: 3 clusters Score -4481684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -4481689.500000 Penalty: 1028.121216
	Iteration 32Q: 3 clusters Score -4481690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -4481695.000000 Penalty: 1028.121216
	Iteration 33Q: 3 clusters Score -4481695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -4481703.500000 Penalty: 1028.121216
	Iteration 34Q: 3 clusters Score -4481704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -4481707.000000 Penalty: 1028.121216
	Iteration 35Q: 3 clusters Score -4481707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -4481703.000000 Penalty: 1028.121216
	Iteration 36Q: 3 clusters Score -4481703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -4481704.500000 Penalty: 1028.121216
	Iteration 37Q: 3 clusters Score -4481704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 80499 members 
Entering Unmasked Estep 
Score: -4481705.500000 Penalty: 1028.121216
	Iteration 38Q: 3 clusters Score -4481706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -4481708.000000 Penalty: 1028.121216
	Iteration 39Q: 3 clusters Score -4481708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -4481708.000000 Penalty: 1028.121216
	Iteration 40F: 3 clusters Score -4481708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Entering Unmasked Estep 
Score: -726825.875000 Penalty: 433.248016
	Iteration 0F: 2 clusters Score -726825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -717653.500000 Penalty: 866.496033
	Iteration 0F: 3 clusters Score -717653.5 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -721469.812500 Penalty: 866.496033
	Iteration 1F: 3 clusters Score -721469.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -721666.312500 Penalty: 866.496033
	Iteration 2Q: 3 clusters Score -721666.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -721850.937500 Penalty: 866.496033
	Iteration 3Q: 3 clusters Score -721850.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -722040.875000 Penalty: 866.496033
	Iteration 4Q: 3 clusters Score -722040.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -722275.437500 Penalty: 866.496033
	Iteration 5Q: 3 clusters Score -722275.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -722622.187500 Penalty: 866.496033
	Iteration 6Q: 3 clusters Score -722622.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -723075.812500 Penalty: 866.496033
	Iteration 7F: 3 clusters Score -723075.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -723543.687500 Penalty: 866.496033
	Iteration 8F: 3 clusters Score -723543.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -723848.000000 Penalty: 866.496033
	Iteration 9Q: 3 clusters Score -723848 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -723974.312500 Penalty: 866.496033
	Iteration 10Q: 3 clusters Score -723974.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -724022.062500 Penalty: 866.496033
	Iteration 11Q: 3 clusters Score -724022.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -724042.062500 Penalty: 866.496033
	Iteration 12Q: 3 clusters Score -724042.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -724051.937500 Penalty: 866.496033
	Iteration 13Q: 3 clusters Score -724051.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -724057.062500 Penalty: 866.496033
	Iteration 14Q: 3 clusters Score -724057.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -724063.125000 Penalty: 866.496033
	Iteration 15Q: 3 clusters Score -724063.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -724068.812500 Penalty: 866.496033
	Iteration 16Q: 3 clusters Score -724068.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -724070.687500 Penalty: 866.496033
	Iteration 17Q: 3 clusters Score -724070.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -724076.687500 Penalty: 866.496033
	Iteration 18Q: 3 clusters Score -724076.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -724081.812500 Penalty: 866.496033
	Iteration 19Q: 3 clusters Score -724081.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -724087.000000 Penalty: 866.496033
	Iteration 20F: 3 clusters Score -724087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -724095.000000 Penalty: 866.496033
	Iteration 21Q: 3 clusters Score -724095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -724099.125000 Penalty: 866.496033
	Iteration 22Q: 3 clusters Score -724099.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -724105.250000 Penalty: 866.496033
	Iteration 23Q: 3 clusters Score -724105.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -724110.437500 Penalty: 866.496033
	Iteration 24Q: 3 clusters Score -724110.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -724118.937500 Penalty: 866.496033
	Iteration 25Q: 3 clusters Score -724118.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -724126.062500 Penalty: 866.496033
	Iteration 26Q: 3 clusters Score -724126.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -724136.000000 Penalty: 866.496033
	Iteration 27Q: 3 clusters Score -724136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -724145.312500 Penalty: 866.496033
	Iteration 28Q: 3 clusters Score -724145.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -724157.562500 Penalty: 866.496033
	Iteration 29Q: 3 clusters Score -724157.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -724171.562500 Penalty: 866.496033
	Iteration 30Q: 3 clusters Score -724171.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -724185.250000 Penalty: 866.496033
	Iteration 31Q: 3 clusters Score -724185.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -724212.187500 Penalty: 866.496033
	Iteration 32Q: 3 clusters Score -724212.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -724234.250000 Penalty: 866.496033
	Iteration 33Q: 3 clusters Score -724234.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -724255.750000 Penalty: 866.496033
	Iteration 34Q: 3 clusters Score -724255.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -724280.375000 Penalty: 866.496033
	Iteration 35Q: 3 clusters Score -724280.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -724306.062500 Penalty: 866.496033
	Iteration 36Q: 3 clusters Score -724306.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -724334.437500 Penalty: 866.496033
	Iteration 37Q: 3 clusters Score -724334.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -724368.187500 Penalty: 866.496033
	Iteration 38Q: 3 clusters Score -724368.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -724410.437500 Penalty: 866.496033
	Iteration 39Q: 3 clusters Score -724410.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -724456.812500 Penalty: 866.496033
	Iteration 40F: 3 clusters Score -724456.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -724504.562500 Penalty: 866.496033
	Iteration 41Q: 3 clusters Score -724504.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -724556.250000 Penalty: 866.496033
	Iteration 42Q: 3 clusters Score -724556.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -724620.125000 Penalty: 866.496033
	Iteration 43Q: 3 clusters Score -724620.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -724676.687500 Penalty: 866.496033
	Iteration 44Q: 3 clusters Score -724676.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -724730.125000 Penalty: 866.496033
	Iteration 45Q: 3 clusters Score -724730.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -724783.750000 Penalty: 866.496033
	Iteration 46Q: 3 clusters Score -724783.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -724847.625000 Penalty: 866.496033
	Iteration 47Q: 3 clusters Score -724847.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -724915.375000 Penalty: 866.496033
	Iteration 48Q: 3 clusters Score -724915.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -724980.687500 Penalty: 866.496033
	Iteration 49Q: 3 clusters Score -724980.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -725051.312500 Penalty: 866.496033
	Iteration 50Q: 3 clusters Score -725051.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -725119.125000 Penalty: 866.496033
	Iteration 51Q: 3 clusters Score -725119.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -725190.437500 Penalty: 866.496033
	Iteration 52Q: 3 clusters Score -725190.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -725254.875000 Penalty: 866.496033
	Iteration 53Q: 3 clusters Score -725254.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -725345.312500 Penalty: 866.496033
	Iteration 54Q: 3 clusters Score -725345.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -725450.375000 Penalty: 866.496033
	Iteration 55Q: 3 clusters Score -725450.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -725568.187500 Penalty: 866.496033
	Iteration 56Q: 3 clusters Score -725568.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -725686.375000 Penalty: 866.496033
	Iteration 57Q: 3 clusters Score -725686.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -725790.500000 Penalty: 866.496033
	Iteration 58Q: 3 clusters Score -725790.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -725873.000000 Penalty: 866.496033
	Iteration 59Q: 3 clusters Score -725873 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -725960.312500 Penalty: 866.496033
	Iteration 60F: 3 clusters Score -725960.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -726033.062500 Penalty: 866.496033
	Iteration 61Q: 3 clusters Score -726033.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -726093.625000 Penalty: 866.496033
	Iteration 62Q: 3 clusters Score -726093.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -726158.562500 Penalty: 866.496033
	Iteration 63Q: 3 clusters Score -726158.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -726227.000000 Penalty: 866.496033
	Iteration 64Q: 3 clusters Score -726227 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -726295.062500 Penalty: 866.496033
	Iteration 65Q: 3 clusters Score -726295.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -726345.562500 Penalty: 866.496033
	Iteration 66Q: 3 clusters Score -726345.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -726381.875000 Penalty: 866.496033
	Iteration 67Q: 3 clusters Score -726381.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -726401.937500 Penalty: 866.496033
	Iteration 68Q: 3 clusters Score -726401.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -726413.000000 Penalty: 866.496033
	Iteration 69Q: 3 clusters Score -726413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -726424.562500 Penalty: 866.496033
	Iteration 70Q: 3 clusters Score -726424.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -726430.750000 Penalty: 866.496033
	Iteration 71Q: 3 clusters Score -726430.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -726437.937500 Penalty: 866.496033
	Iteration 72Q: 3 clusters Score -726437.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -726443.812500 Penalty: 866.496033
	Iteration 73Q: 3 clusters Score -726443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -726448.562500 Penalty: 866.496033
	Iteration 74Q: 3 clusters Score -726448.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -726458.375000 Penalty: 866.496033
	Iteration 75Q: 3 clusters Score -726458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -726458.750000 Penalty: 866.496033
	Iteration 76Q: 3 clusters Score -726458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -726458.750000 Penalty: 866.496033
	Iteration 77F: 3 clusters Score -726458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -148133.937500 Penalty: 360.446381
	Iteration 0F: 2 clusters Score -148133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -146214.796875 Penalty: 720.892761
	Iteration 0F: 3 clusters Score -146214.8 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -146870.656250 Penalty: 720.892761
	Iteration 1F: 3 clusters Score -146870.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -146980.890625 Penalty: 720.892761
	Iteration 2F: 3 clusters Score -146980.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -147090.359375 Penalty: 720.892761
	Iteration 3F: 3 clusters Score -147090.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -147185.140625 Penalty: 720.892761
	Iteration 4F: 3 clusters Score -147185.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -147258.953125 Penalty: 720.892761
	Iteration 5Q: 3 clusters Score -147259 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -147335.890625 Penalty: 720.892761
	Iteration 6Q: 3 clusters Score -147335.9 nChanged 103
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: -147418.359375 Penalty: 720.892761
	Iteration 7Q: 3 clusters Score -147418.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -147482.375000 Penalty: 720.892761
	Iteration 8Q: 3 clusters Score -147482.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -147529.515625 Penalty: 720.892761
	Iteration 9Q: 3 clusters Score -147529.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -147571.781250 Penalty: 720.892761
	Iteration 10Q: 3 clusters Score -147571.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -147606.437500 Penalty: 720.892761
	Iteration 11Q: 3 clusters Score -147606.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -147633.328125 Penalty: 720.892761
	Iteration 12Q: 3 clusters Score -147633.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -147654.875000 Penalty: 720.892761
	Iteration 13Q: 3 clusters Score -147654.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -147677.359375 Penalty: 720.892761
	Iteration 14Q: 3 clusters Score -147677.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -147693.609375 Penalty: 720.892761
	Iteration 15Q: 3 clusters Score -147693.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -147715.640625 Penalty: 720.892761
	Iteration 16Q: 3 clusters Score -147715.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -147730.078125 Penalty: 720.892761
	Iteration 17Q: 3 clusters Score -147730.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -147748.468750 Penalty: 720.892761
	Iteration 18Q: 3 clusters Score -147748.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -147764.390625 Penalty: 720.892761
	Iteration 19Q: 3 clusters Score -147764.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -147777.390625 Penalty: 720.892761
	Iteration 20F: 3 clusters Score -147777.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -147787.640625 Penalty: 720.892761
	Iteration 21Q: 3 clusters Score -147787.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -147794.531250 Penalty: 720.892761
	Iteration 22Q: 3 clusters Score -147794.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -147800.187500 Penalty: 720.892761
	Iteration 23Q: 3 clusters Score -147800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -147805.218750 Penalty: 720.892761
	Iteration 24Q: 3 clusters Score -147805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -147808.031250 Penalty: 720.892761
	Iteration 25Q: 3 clusters Score -147808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -147809.906250 Penalty: 720.892761
	Iteration 26Q: 3 clusters Score -147809.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -147810.203125 Penalty: 720.892761
	Iteration 27Q: 3 clusters Score -147810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -147811.062500 Penalty: 720.892761
	Iteration 28Q: 3 clusters Score -147811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -147812.406250 Penalty: 720.892761
	Iteration 29Q: 3 clusters Score -147812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -147812.750000 Penalty: 720.892761
	Iteration 30Q: 3 clusters Score -147812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -147812.921875 Penalty: 720.892761
	Iteration 31Q: 3 clusters Score -147812.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -147812.921875 Penalty: 720.892761
	Iteration 32F: 3 clusters Score -147812.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -18979.445312 Penalty: 276.113373
	Iteration 0F: 2 clusters Score -18979.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -18565.068359 Penalty: 552.226746
	Iteration 0F: 3 clusters Score -18565.07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -18696.726562 Penalty: 552.226746
	Iteration 1F: 3 clusters Score -18696.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -18744.681641 Penalty: 552.226746
	Iteration 2F: 3 clusters Score -18744.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18814.664062 Penalty: 552.226746
	Iteration 3F: 3 clusters Score -18814.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18847.560547 Penalty: 552.226746
	Iteration 4F: 3 clusters Score -18847.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18864.964844 Penalty: 552.226746
	Iteration 5Q: 3 clusters Score -18864.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18875.613281 Penalty: 552.226746
	Iteration 6Q: 3 clusters Score -18875.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18881.367188 Penalty: 552.226746
	Iteration 7Q: 3 clusters Score -18881.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18888.888672 Penalty: 552.226746
	Iteration 8Q: 3 clusters Score -18888.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18893.873047 Penalty: 552.226746
	Iteration 9Q: 3 clusters Score -18893.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18895.279297 Penalty: 552.226746
	Iteration 10Q: 3 clusters Score -18895.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18896.455078 Penalty: 552.226746
	Iteration 11Q: 3 clusters Score -18896.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18896.601562 Penalty: 552.226746
	Iteration 12Q: 3 clusters Score -18896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18896.601562 Penalty: 552.226746
	Iteration 13F: 3 clusters Score -18896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -91213.601562 Penalty: 338.978607
	Iteration 0F: 2 clusters Score -91213.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -89917.765625 Penalty: 677.957214
	Iteration 0F: 3 clusters Score -89917.77 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -90327.835938 Penalty: 677.957214
	Iteration 1F: 3 clusters Score -90327.84 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -90387.437500 Penalty: 677.957214
	Iteration 2F: 3 clusters Score -90387.44 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -90434.468750 Penalty: 677.957214
	Iteration 3F: 3 clusters Score -90434.47 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -90466.812500 Penalty: 677.957214
	Iteration 4Q: 3 clusters Score -90466.81 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -90502.867188 Penalty: 677.957214
	Iteration 5Q: 3 clusters Score -90502.87 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -90540.031250 Penalty: 677.957214
	Iteration 6Q: 3 clusters Score -90540.03 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -90576.250000 Penalty: 677.957214
	Iteration 7Q: 3 clusters Score -90576.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -90619.234375 Penalty: 677.957214
	Iteration 8Q: 3 clusters Score -90619.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90655.796875 Penalty: 677.957214
	Iteration 9Q: 3 clusters Score -90655.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90690.328125 Penalty: 677.957214
	Iteration 10Q: 3 clusters Score -90690.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90714.445312 Penalty: 677.957214
	Iteration 11Q: 3 clusters Score -90714.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -90741.796875 Penalty: 677.957214
	Iteration 12Q: 3 clusters Score -90741.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90771.585938 Penalty: 677.957214
	Iteration 13Q: 3 clusters Score -90771.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -90786.929688 Penalty: 677.957214
	Iteration 14Q: 3 clusters Score -90786.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -90795.453125 Penalty: 677.957214
	Iteration 15Q: 3 clusters Score -90795.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -90801.546875 Penalty: 677.957214
	Iteration 16Q: 3 clusters Score -90801.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -90808.296875 Penalty: 677.957214
	Iteration 17Q: 3 clusters Score -90808.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -90815.359375 Penalty: 677.957214
	Iteration 18Q: 3 clusters Score -90815.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -90824.500000 Penalty: 677.957214
	Iteration 19Q: 3 clusters Score -90824.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -90832.546875 Penalty: 677.957214
	Iteration 20F: 3 clusters Score -90832.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -90839.101562 Penalty: 677.957214
	Iteration 21Q: 3 clusters Score -90839.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -90843.343750 Penalty: 677.957214
	Iteration 22Q: 3 clusters Score -90843.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -90853.664062 Penalty: 677.957214
	Iteration 23Q: 3 clusters Score -90853.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -90862.835938 Penalty: 677.957214
	Iteration 24Q: 3 clusters Score -90862.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -90866.992188 Penalty: 677.957214
	Iteration 25Q: 3 clusters Score -90866.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -90870.109375 Penalty: 677.957214
	Iteration 26Q: 3 clusters Score -90870.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -90874.531250 Penalty: 677.957214
	Iteration 27Q: 3 clusters Score -90874.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -90879.398438 Penalty: 677.957214
	Iteration 28Q: 3 clusters Score -90879.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -90884.164062 Penalty: 677.957214
	Iteration 29Q: 3 clusters Score -90884.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -90886.734375 Penalty: 677.957214
	Iteration 30Q: 3 clusters Score -90886.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -90890.054688 Penalty: 677.957214
	Iteration 31Q: 3 clusters Score -90890.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -90890.820312 Penalty: 677.957214
	Iteration 32Q: 3 clusters Score -90890.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -90892.273438 Penalty: 677.957214
	Iteration 33Q: 3 clusters Score -90892.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -90893.976562 Penalty: 677.957214
	Iteration 34Q: 3 clusters Score -90893.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -90897.710938 Penalty: 677.957214
	Iteration 35Q: 3 clusters Score -90897.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -90902.304688 Penalty: 677.957214
	Iteration 36Q: 3 clusters Score -90902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -90904.765625 Penalty: 677.957214
	Iteration 37Q: 3 clusters Score -90904.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -90908.023438 Penalty: 677.957214
	Iteration 38Q: 3 clusters Score -90908.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -90910.343750 Penalty: 677.957214
	Iteration 39Q: 3 clusters Score -90910.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -90911.492188 Penalty: 677.957214
	Iteration 40F: 3 clusters Score -90911.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Entering Unmasked Estep 
Score: -1348809.125000 Penalty: 459.790466
	Iteration 0F: 2 clusters Score -1348809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1332455.000000 Penalty: 919.580933
	Iteration 0F: 3 clusters Score -1332455 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1339515.625000 Penalty: 919.580933
	Iteration 1F: 3 clusters Score -1339516 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1340042.250000 Penalty: 919.580933
	Iteration 2Q: 3 clusters Score -1340042 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1340833.250000 Penalty: 919.580933
	Iteration 3F: 3 clusters Score -1340833 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -1342059.000000 Penalty: 919.580933
	Iteration 4F: 3 clusters Score -1342059 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1343563.500000 Penalty: 919.580933
	Iteration 5F: 3 clusters Score -1343564 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -1344945.500000 Penalty: 919.580933
	Iteration 6F: 3 clusters Score -1344946 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -1345996.125000 Penalty: 919.580933
	Iteration 7F: 3 clusters Score -1345996 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -1346766.750000 Penalty: 919.580933
	Iteration 8Q: 3 clusters Score -1346767 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -1347399.875000 Penalty: 919.580933
	Iteration 9Q: 3 clusters Score -1347400 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -1347862.000000 Penalty: 919.580933
	Iteration 10Q: 3 clusters Score -1347862 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -1348151.250000 Penalty: 919.580933
	Iteration 11Q: 3 clusters Score -1348151 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -1348312.625000 Penalty: 919.580933
	Iteration 12Q: 3 clusters Score -1348313 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -1348374.250000 Penalty: 919.580933
	Iteration 13Q: 3 clusters Score -1348374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -1348411.125000 Penalty: 919.580933
	Iteration 14Q: 3 clusters Score -1348411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -1348429.875000 Penalty: 919.580933
	Iteration 15Q: 3 clusters Score -1348430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -1348435.500000 Penalty: 919.580933
	Iteration 16Q: 3 clusters Score -1348436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -1348436.125000 Penalty: 919.580933
	Iteration 17Q: 3 clusters Score -1348436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -1348436.125000 Penalty: 919.580933
	Iteration 18F: 3 clusters Score -1348436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (73327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Entering Unmasked Estep 
Score: -4072810.750000 Penalty: 509.722137
	Iteration 0F: 2 clusters Score -4072811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4023313.000000 Penalty: 1019.444275
	Iteration 0F: 3 clusters Score -4023313 nChanged 35832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4044470.250000 Penalty: 1019.444275
	Iteration 1F: 3 clusters Score -4044470 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -4045237.000000 Penalty: 1019.444275
	Iteration 2Q: 3 clusters Score -4045237 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -4046400.750000 Penalty: 1019.444275
	Iteration 3Q: 3 clusters Score -4046401 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -4048335.750000 Penalty: 1019.444275
	Iteration 4Q: 3 clusters Score -4048336 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -4051846.000000 Penalty: 1019.444275
	Iteration 5F: 3 clusters Score -4051846 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -4057059.750000 Penalty: 1019.444275
	Iteration 6F: 3 clusters Score -4057060 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -4061642.250000 Penalty: 1019.444275
	Iteration 7F: 3 clusters Score -4061642 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -4064038.000000 Penalty: 1019.444275
	Iteration 8F: 3 clusters Score -4064038 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4065443.250000 Penalty: 1019.444275
	Iteration 9Q: 3 clusters Score -4065443 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4066618.500000 Penalty: 1019.444275
	Iteration 10Q: 3 clusters Score -4066618 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4067607.750000 Penalty: 1019.444275
	Iteration 11Q: 3 clusters Score -4067608 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -4068318.500000 Penalty: 1019.444275
	Iteration 12Q: 3 clusters Score -4068318 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4068796.250000 Penalty: 1019.444275
	Iteration 13Q: 3 clusters Score -4068796 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -4069121.500000 Penalty: 1019.444275
	Iteration 14Q: 3 clusters Score -4069122 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4069314.000000 Penalty: 1019.444275
	Iteration 15Q: 3 clusters Score -4069314 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -4069415.500000 Penalty: 1019.444275
	Iteration 16Q: 3 clusters Score -4069416 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -4069520.250000 Penalty: 1019.444275
	Iteration 17Q: 3 clusters Score -4069520 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -4069547.000000 Penalty: 1019.444275
	Iteration 18Q: 3 clusters Score -4069547 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -4069595.000000 Penalty: 1019.444275
	Iteration 19Q: 3 clusters Score -4069595 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -4069631.750000 Penalty: 1019.444275
	Iteration 20F: 3 clusters Score -4069632 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -4069669.500000 Penalty: 1019.444275
	Iteration 21Q: 3 clusters Score -4069670 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4069692.250000 Penalty: 1019.444275
	Iteration 22Q: 3 clusters Score -4069692 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -4069728.250000 Penalty: 1019.444275
	Iteration 23Q: 3 clusters Score -4069728 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -4069741.750000 Penalty: 1019.444275
	Iteration 24Q: 3 clusters Score -4069742 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -4069760.500000 Penalty: 1019.444275
	Iteration 25Q: 3 clusters Score -4069760 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -4069803.250000 Penalty: 1019.444275
	Iteration 26Q: 3 clusters Score -4069803 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4069831.500000 Penalty: 1019.444275
	Iteration 27Q: 3 clusters Score -4069832 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -4069841.750000 Penalty: 1019.444275
	Iteration 28Q: 3 clusters Score -4069842 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -4069859.250000 Penalty: 1019.444275
	Iteration 29Q: 3 clusters Score -4069859 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -4069876.500000 Penalty: 1019.444275
	Iteration 30Q: 3 clusters Score -4069876 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -4069905.500000 Penalty: 1019.444275
	Iteration 31Q: 3 clusters Score -4069906 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -4069918.250000 Penalty: 1019.444275
	Iteration 32Q: 3 clusters Score -4069918 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -4069944.500000 Penalty: 1019.444275
	Iteration 33Q: 3 clusters Score -4069944 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4069955.250000 Penalty: 1019.444275
	Iteration 34Q: 3 clusters Score -4069955 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -4069980.750000 Penalty: 1019.444275
	Iteration 35Q: 3 clusters Score -4069981 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4069997.500000 Penalty: 1019.444275
	Iteration 36Q: 3 clusters Score -4069998 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -4070002.000000 Penalty: 1019.444275
	Iteration 37Q: 3 clusters Score -4070002 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -4070015.500000 Penalty: 1019.444275
	Iteration 38Q: 3 clusters Score -4070016 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -4070037.250000 Penalty: 1019.444275
	Iteration 39Q: 3 clusters Score -4070037 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -4070041.500000 Penalty: 1019.444275
	Iteration 40F: 3 clusters Score -4070042 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4070052.750000 Penalty: 1019.444275
	Iteration 41Q: 3 clusters Score -4070053 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -4070064.250000 Penalty: 1019.444275
	Iteration 42Q: 3 clusters Score -4070064 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4070067.500000 Penalty: 1019.444275
	Iteration 43Q: 3 clusters Score -4070068 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4070085.750000 Penalty: 1019.444275
	Iteration 44Q: 3 clusters Score -4070086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4070107.000000 Penalty: 1019.444275
	Iteration 45Q: 3 clusters Score -4070107 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4070121.250000 Penalty: 1019.444275
	Iteration 46Q: 3 clusters Score -4070121 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4070145.000000 Penalty: 1019.444275
	Iteration 47Q: 3 clusters Score -4070145 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -4070145.000000 Penalty: 1019.444275
	Iteration 48Q: 3 clusters Score -4070145 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -4070154.000000 Penalty: 1019.444275
	Iteration 49Q: 3 clusters Score -4070154 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4070159.500000 Penalty: 1019.444275
	Iteration 50Q: 3 clusters Score -4070160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4070170.750000 Penalty: 1019.444275
	Iteration 51Q: 3 clusters Score -4070171 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -4070178.000000 Penalty: 1019.444275
	Iteration 52Q: 3 clusters Score -4070178 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -4070192.500000 Penalty: 1019.444275
	Iteration 53Q: 3 clusters Score -4070192 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -4070214.000000 Penalty: 1019.444275
	Iteration 54Q: 3 clusters Score -4070214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -4070234.000000 Penalty: 1019.444275
	Iteration 55Q: 3 clusters Score -4070234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -4070239.750000 Penalty: 1019.444275
	Iteration 56Q: 3 clusters Score -4070240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4070243.250000 Penalty: 1019.444275
	Iteration 57Q: 3 clusters Score -4070243 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -4070257.250000 Penalty: 1019.444275
	Iteration 58Q: 3 clusters Score -4070257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -4070252.250000 Penalty: 1019.444275
	Iteration 59Q: 3 clusters Score -4070252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4070263.500000 Penalty: 1019.444275
	Iteration 60F: 3 clusters Score -4070264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4070272.500000 Penalty: 1019.444275
	Iteration 61Q: 3 clusters Score -4070272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4070275.000000 Penalty: 1019.444275
	Iteration 62Q: 3 clusters Score -4070275 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4070277.250000 Penalty: 1019.444275
	Iteration 63Q: 3 clusters Score -4070277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4070290.000000 Penalty: 1019.444275
	Iteration 64Q: 3 clusters Score -4070290 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -4070296.250000 Penalty: 1019.444275
	Iteration 65Q: 3 clusters Score -4070296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4070302.000000 Penalty: 1019.444275
	Iteration 66Q: 3 clusters Score -4070302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4070308.500000 Penalty: 1019.444275
	Iteration 67Q: 3 clusters Score -4070308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4070311.000000 Penalty: 1019.444275
	Iteration 68Q: 3 clusters Score -4070311 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4070309.500000 Penalty: 1019.444275
	Iteration 69Q: 3 clusters Score -4070310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -4070341.250000 Penalty: 1019.444275
	Iteration 70Q: 3 clusters Score -4070341 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4070351.250000 Penalty: 1019.444275
	Iteration 71Q: 3 clusters Score -4070351 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4070360.250000 Penalty: 1019.444275
	Iteration 72Q: 3 clusters Score -4070360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4070371.250000 Penalty: 1019.444275
	Iteration 73Q: 3 clusters Score -4070371 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4070381.500000 Penalty: 1019.444275
	Iteration 74Q: 3 clusters Score -4070382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4070396 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4070412 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -4070420.250000 Penalty: 1019.444275
	Iteration 77Q: 3 clusters Score -4070420 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4070424 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -4070446.500000 Penalty: 1019.444275
	Iteration 79Q: 3 clusters Score -4070446 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4070445.750000 Penalty: 1019.444275
	Iteration 80F: 3 clusters Score -4070446 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4070460.250000 Penalty: 1019.444275
	Iteration 81Q: 3 clusters Score -4070460 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -4070463.000000 Penalty: 1019.444275
	Iteration 82Q: 3 clusters Score -4070463 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4070480.250000 Penalty: 1019.444275
	Iteration 83Q: 3 clusters Score -4070480 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4070494.500000 Penalty: 1019.444275
	Iteration 84Q: 3 clusters Score -4070494 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -4070501.500000 Penalty: 1019.444275
	Iteration 85Q: 3 clusters Score -4070502 nChanged 107
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Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4070515.000000 Penalty: 1019.444275
	Iteration 86Q: 3 clusters Score -4070515 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4070533 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4070539 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4070548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4070557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4070572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4070575.750000 Penalty: 1019.444275
	Iteration 92Q: 3 clusters Score -4070576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4070577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4070583 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4070592 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -4070601.000000 Penalty: 1019.444275
	Iteration 96Q: 3 clusters Score -4070601 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57341 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -4070607.000000 Penalty: 1019.444275
	Iteration 97Q: 3 clusters Score -4070607 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4070613 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4070618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4070619.750000 Penalty: 1019.444275
	Iteration 100F: 3 clusters Score -4070620 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4070628 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4070629 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4070634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4070634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4070647 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4070670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4070680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4070695 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -4070692.500000 Penalty: 1019.444275
	Iteration 109Q: 3 clusters Score -4070692 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4070702 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4070714.000000 Penalty: 1019.444275
	Iteration 111Q: 3 clusters Score -4070714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4070720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4070728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4070746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4070744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4070749 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4070776.000000 Penalty: 1019.444275
	Iteration 117Q: 3 clusters Score -4070776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -4070781.250000 Penalty: 1019.444275
	Iteration 118Q: 3 clusters Score -4070781 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4070782 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4070791.750000 Penalty: 1019.444275
	Iteration 120F: 3 clusters Score -4070792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4070801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4070817 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4070826.250000 Penalty: 1019.444275
	Iteration 123Q: 3 clusters Score -4070826 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4070828 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -4070842.250000 Penalty: 1019.444275
	Iteration 125Q: 3 clusters Score -4070842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4070853.000000 Penalty: 1019.444275
	Iteration 126Q: 3 clusters Score -4070853 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4070856 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4070856 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4070866 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4070877 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -4070882.750000 Penalty: 1019.444275
	Iteration 131Q: 3 clusters Score -4070883 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4070894 nChanged 62
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Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4070901 nChanged 68
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Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4070899 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -4070914.500000 Penalty: 1019.444275
	Iteration 135Q: 3 clusters Score -4070914 nChanged 64
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Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4070925.750000 Penalty: 1019.444275
	Iteration 136Q: 3 clusters Score -4070926 nChanged 57
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Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -4070939.000000 Penalty: 1019.444275
	Iteration 137Q: 3 clusters Score -4070939 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -4070938.500000 Penalty: 1019.444275
	Iteration 138Q: 3 clusters Score -4070938 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4070934.250000 Penalty: 1019.444275
	Iteration 139Q: 3 clusters Score -4070934 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4070937.250000 Penalty: 1019.444275
	Iteration 140F: 3 clusters Score -4070937 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -4070942.250000 Penalty: 1019.444275
	Iteration 141Q: 3 clusters Score -4070942 nChanged 33
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Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4070944 nChanged 32
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Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4070946 nChanged 39
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Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -4070953.250000 Penalty: 1019.444275
	Iteration 144Q: 3 clusters Score -4070953 nChanged 50
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Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4070959 nChanged 54
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Mstep: Class 1 contains 60651 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4070963 nChanged 59
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Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4070967 nChanged 79
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Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4070972 nChanged 97
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Mstep: Class 1 contains 60886 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -4070991.750000 Penalty: 1019.444275
	Iteration 149Q: 3 clusters Score -4070992 nChanged 93
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Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4071004 nChanged 105
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Mstep: Class 1 contains 61084 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -4071020.250000 Penalty: 1019.444275
	Iteration 151Q: 3 clusters Score -4071020 nChanged 104
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Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4071033 nChanged 106
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Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4071041.250000 Penalty: 1019.444275
	Iteration 153Q: 3 clusters Score -4071041 nChanged 109
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Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 11924 members 
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	Iteration 154Q: 3 clusters Score -4071058 nChanged 109
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Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 11815 members 
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	Iteration 155Q: 3 clusters Score -4071058 nChanged 84
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Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4071070 nChanged 80
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Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4071078 nChanged 78
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Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4071080 nChanged 82
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Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4071092 nChanged 68
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Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4071106 nChanged 60
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Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4071114 nChanged 53
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Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4071113 nChanged 40
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Mstep: Class 1 contains 62057 members 
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Entering Unmasked Estep 
Score: -4071115.250000 Penalty: 1019.444275
	Iteration 163Q: 3 clusters Score -4071115 nChanged 40
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Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -4071121.000000 Penalty: 1019.444275
	Iteration 164Q: 3 clusters Score -4071121 nChanged 36
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Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4071128 nChanged 36
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Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4071138 nChanged 38
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Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -4071132.250000 Penalty: 1019.444275
	Iteration 167Q: 3 clusters Score -4071132 nChanged 37
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Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -4071145.750000 Penalty: 1019.444275
	Iteration 168Q: 3 clusters Score -4071146 nChanged 27
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Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4071133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4071141.250000 Penalty: 1019.444275
	Iteration 170Q: 3 clusters Score -4071141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4071145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4071144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -4071156.750000 Penalty: 1019.444275
	Iteration 173Q: 3 clusters Score -4071157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4071156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4071159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4071160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4071163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -4071172.000000 Penalty: 1019.444275
	Iteration 178Q: 3 clusters Score -4071172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62558 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4071174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4071174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4071182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4071184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4071183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4071181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4071182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4071180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62800 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4071184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4071193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4071195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4071188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62909 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4071195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4071195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4071196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4071195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4071197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63045 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4071197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4071200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4071204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4071210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4071211.250000 Penalty: 1019.444275
	Iteration 200F: 3 clusters Score -4071211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4071210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4071216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4071212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4071212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4071213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -4071203.750000 Penalty: 1019.444275
	Iteration 206Q: 3 clusters Score -4071204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4071204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4071206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -4071208.750000 Penalty: 1019.444275
	Iteration 209Q: 3 clusters Score -4071209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4071217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -4071218.750000 Penalty: 1019.444275
	Iteration 211Q: 3 clusters Score -4071219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4071218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4071215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4071223.750000 Penalty: 1019.444275
	Iteration 214Q: 3 clusters Score -4071224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -4071220.500000 Penalty: 1019.444275
	Iteration 215Q: 3 clusters Score -4071220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4071217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4071223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4071226.500000 Penalty: 1019.444275
	Iteration 218Q: 3 clusters Score -4071226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4071221.000000 Penalty: 1019.444275
	Iteration 219Q: 3 clusters Score -4071221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4071224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -4071225.000000 Penalty: 1019.444275
	Iteration 221Q: 3 clusters Score -4071225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63554 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4071221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4071221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4071218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4071218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4071218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63590 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4071217 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -4071213.000000 Penalty: 1019.444275
	Iteration 228Q: 3 clusters Score -4071213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4071217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -4071220.000000 Penalty: 1019.444275
	Iteration 230Q: 3 clusters Score -4071220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -4071223.500000 Penalty: 1019.444275
	Iteration 231Q: 3 clusters Score -4071224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4071224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4071227.250000 Penalty: 1019.444275
	Iteration 233Q: 3 clusters Score -4071227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -4071228.250000 Penalty: 1019.444275
	Iteration 234Q: 3 clusters Score -4071228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4071226.000000 Penalty: 1019.444275
	Iteration 235Q: 3 clusters Score -4071226 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -4071222.000000 Penalty: 1019.444275
	Iteration 236Q: 3 clusters Score -4071222 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -4071228 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -4071230 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -4071234 nChanged 23
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Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -4071228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -4071228 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -4071232.250000 Penalty: 1019.444275
	Iteration 242Q: 3 clusters Score -4071232 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -4071234 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -4071236 nChanged 18
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Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -4071237 nChanged 20
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Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -4071240 nChanged 13
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Mstep: Class 1 contains 63896 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -4071244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -4071253 nChanged 20
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Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -4071252 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63955 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -4071254 nChanged 26
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Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4071249.750000 Penalty: 1019.444275
	Iteration 251Q: 3 clusters Score -4071250 nChanged 24
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Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -4071256.000000 Penalty: 1019.444275
	Iteration 252Q: 3 clusters Score -4071256 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -4071252 nChanged 18
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Mstep: Class 2 contains 9281 members 
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	Iteration 254Q: 3 clusters Score -4071256 nChanged 17
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Mstep: Class 2 contains 9264 members 
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	Iteration 255Q: 3 clusters Score -4071257 nChanged 18
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Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -4071261 nChanged 21
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Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -4071266 nChanged 33
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Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -4071264 nChanged 41
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Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -4071270 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -4071281.750000 Penalty: 1019.444275
	Iteration 260F: 3 clusters Score -4071282 nChanged 39
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Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -4071276 nChanged 35
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Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -4071278 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -4071281 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -4071288 nChanged 28
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Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -4071293 nChanged 35
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Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 8913 members 
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	Iteration 266Q: 3 clusters Score -4071292 nChanged 26
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	Iteration 267Q: 3 clusters Score -4071288 nChanged 26
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Mstep: Class 1 contains 64466 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -4071280 nChanged 24
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Mstep: Class 1 contains 64490 members 
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	Iteration 269Q: 3 clusters Score -4071282 nChanged 23
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Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 8814 members 
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	Iteration 270Q: 3 clusters Score -4071282 nChanged 18
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Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -4071284 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -4071282 nChanged 17
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Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -4071284 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -4071286 nChanged 32
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Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -4071289 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -4071293 nChanged 30
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Mstep: Class 1 contains 64683 members 
Mstep: Class 2 contains 8644 members 
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	Iteration 277Q: 3 clusters Score -4071293 nChanged 27
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Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -4071301 nChanged 28
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Mstep: Class 1 contains 64738 members 
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Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -4071301 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64767 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -4071302 nChanged 28
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Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -4071311 nChanged 32
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Mstep: Class 1 contains 64827 members 
Mstep: Class 2 contains 8500 members 
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	Iteration 282Q: 3 clusters Score -4071314 nChanged 30
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Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 8470 members 
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	Iteration 283Q: 3 clusters Score -4071320 nChanged 31
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Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 8439 members 
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	Iteration 284Q: 3 clusters Score -4071321 nChanged 29
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Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 8410 members 
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	Iteration 285Q: 3 clusters Score -4071320 nChanged 25
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Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -4071325 nChanged 27
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Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -4071330 nChanged 33
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Mstep: Class 1 contains 65002 members 
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	Iteration 288Q: 3 clusters Score -4071334 nChanged 32
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Mstep: Class 1 contains 65034 members 
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	Iteration 289Q: 3 clusters Score -4071329 nChanged 27
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Mstep: Class 1 contains 65061 members 
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	Iteration 290Q: 3 clusters Score -4071326 nChanged 18
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Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -4071321 nChanged 21
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Mstep: Class 1 contains 65100 members 
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	Iteration 292Q: 3 clusters Score -4071324 nChanged 23
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Mstep: Class 1 contains 65123 members 
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	Iteration 293Q: 3 clusters Score -4071320 nChanged 27
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Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 8181 members 
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	Iteration 294Q: 3 clusters Score -4071321 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
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	Iteration 295Q: 3 clusters Score -4071330 nChanged 31
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -4071338 nChanged 36
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	Iteration 297Q: 3 clusters Score -4071344 nChanged 33
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	Iteration 298Q: 3 clusters Score -4071342 nChanged 32
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	Iteration 299Q: 3 clusters Score -4071342 nChanged 31
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Mstep: Class 1 contains 65343 members 
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	Iteration 300F: 3 clusters Score -4071345 nChanged 35
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Mstep: Class 1 contains 65378 members 
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	Iteration 301Q: 3 clusters Score -4071348 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
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	Iteration 302Q: 3 clusters Score -4071356 nChanged 50
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Mstep: Class 1 contains 65468 members 
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	Iteration 303Q: 3 clusters Score -4071353 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
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	Iteration 304Q: 3 clusters Score -4071362 nChanged 52
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Mstep: Class 1 contains 65575 members 
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	Iteration 305Q: 3 clusters Score -4071366 nChanged 59
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Mstep: Class 1 contains 65634 members 
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	Iteration 306Q: 3 clusters Score -4071366 nChanged 75
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Mstep: Class 1 contains 65709 members 
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	Iteration 307Q: 3 clusters Score -4071377 nChanged 66
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Mstep: Class 1 contains 65775 members 
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	Iteration 308Q: 3 clusters Score -4071386 nChanged 62
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Mstep: Class 1 contains 65837 members 
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	Iteration 309Q: 3 clusters Score -4071388 nChanged 54
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Mstep: Class 1 contains 65891 members 
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	Iteration 310Q: 3 clusters Score -4071388 nChanged 61
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Mstep: Class 1 contains 65950 members 
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	Iteration 311Q: 3 clusters Score -4071393 nChanged 44
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	Iteration 312Q: 3 clusters Score -4071404 nChanged 39
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	Iteration 313Q: 3 clusters Score -4071401 nChanged 27
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	Iteration 314Q: 3 clusters Score -4071404 nChanged 26
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	Iteration 315Q: 3 clusters Score -4071408 nChanged 25
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	Iteration 316Q: 3 clusters Score -4071412 nChanged 25
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	Iteration 317Q: 3 clusters Score -4071418 nChanged 24
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	Iteration 318Q: 3 clusters Score -4071422 nChanged 24
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	Iteration 319Q: 3 clusters Score -4071421 nChanged 23
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Mstep: Class 1 contains 66205 members 
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	Iteration 320F: 3 clusters Score -4071410 nChanged 19
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	Iteration 321Q: 3 clusters Score -4071414 nChanged 14
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	Iteration 322Q: 3 clusters Score -4071414 nChanged 16
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Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 7073 members 
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	Iteration 323Q: 3 clusters Score -4071412 nChanged 21
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Mstep: Class 1 contains 66275 members 
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	Iteration 324Q: 3 clusters Score -4071415 nChanged 25
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Mstep: Class 1 contains 66300 members 
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	Iteration 325Q: 3 clusters Score -4071415 nChanged 26
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	Iteration 326Q: 3 clusters Score -4071412 nChanged 27
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Mstep: Class 1 contains 66351 members 
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	Iteration 327Q: 3 clusters Score -4071419 nChanged 20
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Mstep: Class 1 contains 66371 members 
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	Iteration 328Q: 3 clusters Score -4071424 nChanged 27
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	Iteration 329Q: 3 clusters Score -4071415 nChanged 36
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	Iteration 330Q: 3 clusters Score -4071412 nChanged 28
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	Iteration 331Q: 3 clusters Score -4071421 nChanged 25
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	Iteration 332Q: 3 clusters Score -4071428 nChanged 16
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	Iteration 333Q: 3 clusters Score -4071428 nChanged 14
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	Iteration 334Q: 3 clusters Score -4071429 nChanged 15
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	Iteration 335Q: 3 clusters Score -4071429 nChanged 17
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	Iteration 336Q: 3 clusters Score -4071429 nChanged 21
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	Iteration 337Q: 3 clusters Score -4071435 nChanged 21
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	Iteration 338Q: 3 clusters Score -4071440 nChanged 16
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	Iteration 339Q: 3 clusters Score -4071433 nChanged 20
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	Iteration 340F: 3 clusters Score -4071436 nChanged 17
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	Iteration 341Q: 3 clusters Score -4071438 nChanged 8
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	Iteration 342Q: 3 clusters Score -4071438 nChanged 9
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Mstep: Class 1 contains 66651 members 
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	Iteration 343Q: 3 clusters Score -4071439 nChanged 11
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	Iteration 344Q: 3 clusters Score -4071440 nChanged 8
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	Iteration 345Q: 3 clusters Score -4071445 nChanged 16
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	Iteration 346Q: 3 clusters Score -4071447 nChanged 20
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Mstep: Class 1 contains 66704 members 
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	Iteration 347Q: 3 clusters Score -4071445 nChanged 16
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	Iteration 348Q: 3 clusters Score -4071448 nChanged 15
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	Iteration 349Q: 3 clusters Score -4071446 nChanged 16
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	Iteration 350Q: 3 clusters Score -4071447 nChanged 16
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	Iteration 351Q: 3 clusters Score -4071449 nChanged 17
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	Iteration 352Q: 3 clusters Score -4071451 nChanged 18
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	Iteration 353Q: 3 clusters Score -4071451 nChanged 18
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Mstep: Class 1 contains 66818 members 
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	Iteration 354Q: 3 clusters Score -4071451 nChanged 15
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Mstep: Class 1 contains 66833 members 
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	Iteration 355Q: 3 clusters Score -4071452 nChanged 20
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Mstep: Class 1 contains 66853 members 
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	Iteration 356Q: 3 clusters Score -4071458 nChanged 18
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Mstep: Class 1 contains 66871 members 
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Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 6442 members 
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Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 6428 members 
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Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 6418 members 
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	Iteration 361Q: 3 clusters Score -4071466 nChanged 11
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Mstep: Class 1 contains 66931 members 
Mstep: Class 2 contains 6396 members 
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	Iteration 362Q: 3 clusters Score -4071462 nChanged 13
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	Iteration 363Q: 3 clusters Score -4071458 nChanged 12
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Mstep: Class 2 contains 6371 members 
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	Iteration 364Q: 3 clusters Score -4071460 nChanged 7
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Mstep: Class 2 contains 6364 members 
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	Iteration 365Q: 3 clusters Score -4071461 nChanged 12
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Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 6352 members 
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	Iteration 366Q: 3 clusters Score -4071462 nChanged 12
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Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 6340 members 
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	Iteration 367Q: 3 clusters Score -4071459 nChanged 11
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Mstep: Class 1 contains 66996 members 
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	Iteration 368Q: 3 clusters Score -4071461 nChanged 13
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Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 6320 members 
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	Iteration 369Q: 3 clusters Score -4071462 nChanged 8
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Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 6302 members 
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Mstep: Class 1 contains 67036 members 
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	Iteration 373Q: 3 clusters Score -4071468 nChanged 13
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Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 6269 members 
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Mstep: Class 1 contains 67070 members 
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Mstep: Class 1 contains 67086 members 
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Mstep: Class 1 contains 67096 members 
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Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 6220 members 
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	Iteration 378Q: 3 clusters Score -4071458 nChanged 17
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Mstep: Class 1 contains 67124 members 
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	Iteration 380F: 3 clusters Score -4071461 nChanged 14
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Mstep: Class 1 contains 67150 members 
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Mstep: Class 1 contains 67161 members 
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Mstep: Class 1 contains 67175 members 
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	Iteration 383Q: 3 clusters Score -4071464 nChanged 21
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Mstep: Class 1 contains 67196 members 
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Mstep: Class 1 contains 67213 members 
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Mstep: Class 1 contains 67233 members 
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Mstep: Class 1 contains 67321 members 
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	Iteration 392Q: 3 clusters Score -4071480 nChanged 14
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Mstep: Class 1 contains 67517 members 
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Mstep: Class 1 contains 67609 members 
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Mstep: Class 1 contains 67630 members 
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	Iteration 420F: 3 clusters Score -4071534 nChanged 50
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Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4071791.750000 Penalty: 1019.444275
	Iteration 450Q: 3 clusters Score -4071792 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4071817.000000 Penalty: 1019.444275
	Iteration 451Q: 3 clusters Score -4071817 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4071832.000000 Penalty: 1019.444275
	Iteration 452Q: 3 clusters Score -4071832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4071857.500000 Penalty: 1019.444275
	Iteration 453Q: 3 clusters Score -4071858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4071876.250000 Penalty: 1019.444275
	Iteration 454Q: 3 clusters Score -4071876 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70793 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4071907.250000 Penalty: 1019.444275
	Iteration 455Q: 3 clusters Score -4071907 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4071935.500000 Penalty: 1019.444275
	Iteration 456Q: 3 clusters Score -4071936 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70997 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4071968.000000 Penalty: 1019.444275
	Iteration 457Q: 3 clusters Score -4071968 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4071993.000000 Penalty: 1019.444275
	Iteration 458Q: 3 clusters Score -4071993 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4072019.000000 Penalty: 1019.444275
	Iteration 459Q: 3 clusters Score -4072019 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4072028.000000 Penalty: 1019.444275
	Iteration 460F: 3 clusters Score -4072028 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4072039.750000 Penalty: 1019.444275
	Iteration 461Q: 3 clusters Score -4072040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4072070.000000 Penalty: 1019.444275
	Iteration 462Q: 3 clusters Score -4072070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4072101.750000 Penalty: 1019.444275
	Iteration 463Q: 3 clusters Score -4072102 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71626 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4072128.000000 Penalty: 1019.444275
	Iteration 464Q: 3 clusters Score -4072128 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4072146.250000 Penalty: 1019.444275
	Iteration 465Q: 3 clusters Score -4072146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4072173.500000 Penalty: 1019.444275
	Iteration 466Q: 3 clusters Score -4072174 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4072210.500000 Penalty: 1019.444275
	Iteration 467Q: 3 clusters Score -4072210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4072226.500000 Penalty: 1019.444275
	Iteration 468Q: 3 clusters Score -4072226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4072249.250000 Penalty: 1019.444275
	Iteration 469Q: 3 clusters Score -4072249 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4072287.500000 Penalty: 1019.444275
	Iteration 470Q: 3 clusters Score -4072288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72183 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4072326.750000 Penalty: 1019.444275
	Iteration 471Q: 3 clusters Score -4072327 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72251 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4072354.250000 Penalty: 1019.444275
	Iteration 472Q: 3 clusters Score -4072354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4072370.500000 Penalty: 1019.444275
	Iteration 473Q: 3 clusters Score -4072370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4072393.500000 Penalty: 1019.444275
	Iteration 474Q: 3 clusters Score -4072394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72363 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4072421.750000 Penalty: 1019.444275
	Iteration 475Q: 3 clusters Score -4072422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72387 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4072434.750000 Penalty: 1019.444275
	Iteration 476Q: 3 clusters Score -4072435 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4072446.000000 Penalty: 1019.444275
	Iteration 477Q: 3 clusters Score -4072446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4072463.250000 Penalty: 1019.444275
	Iteration 478Q: 3 clusters Score -4072463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72450 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4072462.000000 Penalty: 1019.444275
	Iteration 479Q: 3 clusters Score -4072462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4072469.750000 Penalty: 1019.444275
	Iteration 480F: 3 clusters Score -4072470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72487 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4072487.000000 Penalty: 1019.444275
	Iteration 481Q: 3 clusters Score -4072487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72505 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4072487.000000 Penalty: 1019.444275
	Iteration 482Q: 3 clusters Score -4072487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4072487.250000 Penalty: 1019.444275
	Iteration 483Q: 3 clusters Score -4072487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4072489.750000 Penalty: 1019.444275
	Iteration 484Q: 3 clusters Score -4072490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4072491.500000 Penalty: 1019.444275
	Iteration 485Q: 3 clusters Score -4072492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4072498.750000 Penalty: 1019.444275
	Iteration 486Q: 3 clusters Score -4072499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72562 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4072506.000000 Penalty: 1019.444275
	Iteration 487Q: 3 clusters Score -4072506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4072503.000000 Penalty: 1019.444275
	Iteration 488Q: 3 clusters Score -4072503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4072504.000000 Penalty: 1019.444275
	Iteration 489Q: 3 clusters Score -4072504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4072506.750000 Penalty: 1019.444275
	Iteration 490Q: 3 clusters Score -4072507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4072507.000000 Penalty: 1019.444275
	Iteration 491Q: 3 clusters Score -4072507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4072512.250000 Penalty: 1019.444275
	Iteration 492Q: 3 clusters Score -4072512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4072510.750000 Penalty: 1019.444275
	Iteration 493Q: 3 clusters Score -4072511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4072512.000000 Penalty: 1019.444275
	Iteration 494Q: 3 clusters Score -4072512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4072512.000000 Penalty: 1019.444275
	Iteration 495Q: 3 clusters Score -4072512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4072511.500000 Penalty: 1019.444275
	Iteration 496Q: 3 clusters Score -4072512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4072510.750000 Penalty: 1019.444275
	Iteration 497Q: 3 clusters Score -4072511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4072512.500000 Penalty: 1019.444275
	Iteration 498Q: 3 clusters Score -4072512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4072513.750000 Penalty: 1019.444275
	Iteration 499Q: 3 clusters Score -4072514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4072511.750000 Penalty: 1019.444275
	Iteration 500F: 3 clusters Score -4072512 nChanged 0
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 12 (17073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Entering Unmasked Estep 
Score: -894116.250000 Penalty: 443.409027
	Iteration 0F: 2 clusters Score -894116.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -882667.187500 Penalty: 886.818054
	Iteration 0F: 3 clusters Score -882667.2 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -887362.000000 Penalty: 886.818054
	Iteration 1F: 3 clusters Score -887362 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -887656.000000 Penalty: 886.818054
	Iteration 2Q: 3 clusters Score -887656 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -888065.187500 Penalty: 886.818054
	Iteration 3F: 3 clusters Score -888065.2 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -888675.812500 Penalty: 886.818054
	Iteration 4F: 3 clusters Score -888675.8 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -889592.750000 Penalty: 886.818054
	Iteration 5F: 3 clusters Score -889592.8 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -890652.062500 Penalty: 886.818054
	Iteration 6F: 3 clusters Score -890652.1 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -891649.062500 Penalty: 886.818054
	Iteration 7F: 3 clusters Score -891649.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -892431.687500 Penalty: 886.818054
	Iteration 8Q: 3 clusters Score -892431.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -892877.250000 Penalty: 886.818054
	Iteration 9Q: 3 clusters Score -892877.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -893109.125000 Penalty: 886.818054
	Iteration 10Q: 3 clusters Score -893109.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -893255.937500 Penalty: 886.818054
	Iteration 11Q: 3 clusters Score -893255.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -893361.312500 Penalty: 886.818054
	Iteration 12Q: 3 clusters Score -893361.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -893434.375000 Penalty: 886.818054
	Iteration 13Q: 3 clusters Score -893434.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -893490.625000 Penalty: 886.818054
	Iteration 14Q: 3 clusters Score -893490.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -893549.312500 Penalty: 886.818054
	Iteration 15Q: 3 clusters Score -893549.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -893589.500000 Penalty: 886.818054
	Iteration 16Q: 3 clusters Score -893589.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -893618.062500 Penalty: 886.818054
	Iteration 17Q: 3 clusters Score -893618.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -893643.125000 Penalty: 886.818054
	Iteration 18Q: 3 clusters Score -893643.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -893671.500000 Penalty: 886.818054
	Iteration 19Q: 3 clusters Score -893671.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -893681.812500 Penalty: 886.818054
	Iteration 20F: 3 clusters Score -893681.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -893688.750000 Penalty: 886.818054
	Iteration 21Q: 3 clusters Score -893688.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -893695.812500 Penalty: 886.818054
	Iteration 22Q: 3 clusters Score -893695.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -893702.250000 Penalty: 886.818054
	Iteration 23Q: 3 clusters Score -893702.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -893708.375000 Penalty: 886.818054
	Iteration 24Q: 3 clusters Score -893708.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -893712.375000 Penalty: 886.818054
	Iteration 25Q: 3 clusters Score -893712.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -893717.625000 Penalty: 886.818054
	Iteration 26Q: 3 clusters Score -893717.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -893720.625000 Penalty: 886.818054
	Iteration 27Q: 3 clusters Score -893720.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -893723.375000 Penalty: 886.818054
	Iteration 28Q: 3 clusters Score -893723.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -893728.125000 Penalty: 886.818054
	Iteration 29Q: 3 clusters Score -893728.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -893731.312500 Penalty: 886.818054
	Iteration 30Q: 3 clusters Score -893731.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -893736.937500 Penalty: 886.818054
	Iteration 31Q: 3 clusters Score -893736.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -893742.437500 Penalty: 886.818054
	Iteration 32Q: 3 clusters Score -893742.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -893744.312500 Penalty: 886.818054
	Iteration 33Q: 3 clusters Score -893744.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -893748.187500 Penalty: 886.818054
	Iteration 34Q: 3 clusters Score -893748.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -893753.750000 Penalty: 886.818054
	Iteration 35Q: 3 clusters Score -893753.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -893757.812500 Penalty: 886.818054
	Iteration 36Q: 3 clusters Score -893757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -893761.000000 Penalty: 886.818054
	Iteration 37Q: 3 clusters Score -893761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -893762.812500 Penalty: 886.818054
	Iteration 38Q: 3 clusters Score -893762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -893766.062500 Penalty: 886.818054
	Iteration 39Q: 3 clusters Score -893766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -893766.687500 Penalty: 886.818054
	Iteration 40F: 3 clusters Score -893766.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -893766.875000 Penalty: 886.818054
	Iteration 41Q: 3 clusters Score -893766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -893767.937500 Penalty: 886.818054
	Iteration 42Q: 3 clusters Score -893767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -893769.000000 Penalty: 886.818054
	Iteration 43Q: 3 clusters Score -893769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -893769.000000 Penalty: 886.818054
	Iteration 44F: 3 clusters Score -893769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (74490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Entering Unmasked Estep 
Score: -4045471.500000 Penalty: 510.438110
	Iteration 0F: 2 clusters Score -4045472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -3995315.250000 Penalty: 1020.876221
	Iteration 0F: 3 clusters Score -3995315 nChanged 36317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4017764.000000 Penalty: 1020.876221
	Iteration 1F: 3 clusters Score -4017764 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -4019325.750000 Penalty: 1020.876221
	Iteration 2Q: 3 clusters Score -4019326 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -4022168.000000 Penalty: 1020.876221
	Iteration 3F: 3 clusters Score -4022168 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -4026505.500000 Penalty: 1020.876221
	Iteration 4F: 3 clusters Score -4026506 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -4031899.750000 Penalty: 1020.876221
	Iteration 5F: 3 clusters Score -4031900 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -4036686.500000 Penalty: 1020.876221
	Iteration 6F: 3 clusters Score -4036686 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64232 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -4039949.750000 Penalty: 1020.876221
	Iteration 7Q: 3 clusters Score -4039950 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -4041765.000000 Penalty: 1020.876221
	Iteration 8Q: 3 clusters Score -4041765 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -4042782.500000 Penalty: 1020.876221
	Iteration 9Q: 3 clusters Score -4042782 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -4043357.000000 Penalty: 1020.876221
	Iteration 10Q: 3 clusters Score -4043357 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -4043677.750000 Penalty: 1020.876221
	Iteration 11Q: 3 clusters Score -4043678 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -4043894.250000 Penalty: 1020.876221
	Iteration 12Q: 3 clusters Score -4043894 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -4044032.000000 Penalty: 1020.876221
	Iteration 13Q: 3 clusters Score -4044032 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -4044142.250000 Penalty: 1020.876221
	Iteration 14Q: 3 clusters Score -4044142 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -4044201.000000 Penalty: 1020.876221
	Iteration 15Q: 3 clusters Score -4044201 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -4044258.750000 Penalty: 1020.876221
	Iteration 16Q: 3 clusters Score -4044259 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -4044304.250000 Penalty: 1020.876221
	Iteration 17Q: 3 clusters Score -4044304 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -4044318.250000 Penalty: 1020.876221
	Iteration 18Q: 3 clusters Score -4044318 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -4044349.250000 Penalty: 1020.876221
	Iteration 19Q: 3 clusters Score -4044349 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -4044354.000000 Penalty: 1020.876221
	Iteration 20F: 3 clusters Score -4044354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -4044366.000000 Penalty: 1020.876221
	Iteration 21Q: 3 clusters Score -4044366 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -4044370.250000 Penalty: 1020.876221
	Iteration 22Q: 3 clusters Score -4044370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -4044384.250000 Penalty: 1020.876221
	Iteration 23Q: 3 clusters Score -4044384 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -4044405.250000 Penalty: 1020.876221
	Iteration 24Q: 3 clusters Score -4044405 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -4044422.250000 Penalty: 1020.876221
	Iteration 25Q: 3 clusters Score -4044422 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -4044419.500000 Penalty: 1020.876221
	Iteration 26Q: 3 clusters Score -4044420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -4044432.000000 Penalty: 1020.876221
	Iteration 27Q: 3 clusters Score -4044432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -4044447.000000 Penalty: 1020.876221
	Iteration 28Q: 3 clusters Score -4044447 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -4044459.500000 Penalty: 1020.876221
	Iteration 29Q: 3 clusters Score -4044460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -4044473.000000 Penalty: 1020.876221
	Iteration 30Q: 3 clusters Score -4044473 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67922 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -4044475.750000 Penalty: 1020.876221
	Iteration 31Q: 3 clusters Score -4044476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -4044486.000000 Penalty: 1020.876221
	Iteration 32Q: 3 clusters Score -4044486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68084 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -4044491.250000 Penalty: 1020.876221
	Iteration 33Q: 3 clusters Score -4044491 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -4044503.500000 Penalty: 1020.876221
	Iteration 34Q: 3 clusters Score -4044504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -4044520.750000 Penalty: 1020.876221
	Iteration 35Q: 3 clusters Score -4044521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -4044539.750000 Penalty: 1020.876221
	Iteration 36Q: 3 clusters Score -4044540 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -4044539.000000 Penalty: 1020.876221
	Iteration 37Q: 3 clusters Score -4044539 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -4044553.250000 Penalty: 1020.876221
	Iteration 38Q: 3 clusters Score -4044553 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4044559.000000 Penalty: 1020.876221
	Iteration 39Q: 3 clusters Score -4044559 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4044568.250000 Penalty: 1020.876221
	Iteration 40F: 3 clusters Score -4044568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68775 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -4044578.500000 Penalty: 1020.876221
	Iteration 41Q: 3 clusters Score -4044578 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4044587.750000 Penalty: 1020.876221
	Iteration 42Q: 3 clusters Score -4044588 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -4044595.500000 Penalty: 1020.876221
	Iteration 43Q: 3 clusters Score -4044596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -4044610.750000 Penalty: 1020.876221
	Iteration 44Q: 3 clusters Score -4044611 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4044611.250000 Penalty: 1020.876221
	Iteration 45Q: 3 clusters Score -4044611 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -4044621.000000 Penalty: 1020.876221
	Iteration 46Q: 3 clusters Score -4044621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4044625.750000 Penalty: 1020.876221
	Iteration 47Q: 3 clusters Score -4044626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -4044628.000000 Penalty: 1020.876221
	Iteration 48Q: 3 clusters Score -4044628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4044629.000000 Penalty: 1020.876221
	Iteration 49Q: 3 clusters Score -4044629 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4044642.750000 Penalty: 1020.876221
	Iteration 50Q: 3 clusters Score -4044643 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4044649.750000 Penalty: 1020.876221
	Iteration 51Q: 3 clusters Score -4044650 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4044655.250000 Penalty: 1020.876221
	Iteration 52Q: 3 clusters Score -4044655 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4044667.500000 Penalty: 1020.876221
	Iteration 53Q: 3 clusters Score -4044668 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4044670.750000 Penalty: 1020.876221
	Iteration 54Q: 3 clusters Score -4044671 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -4044678.250000 Penalty: 1020.876221
	Iteration 55Q: 3 clusters Score -4044678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4044696.000000 Penalty: 1020.876221
	Iteration 56Q: 3 clusters Score -4044696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4044707.250000 Penalty: 1020.876221
	Iteration 57Q: 3 clusters Score -4044707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70049 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4044708.250000 Penalty: 1020.876221
	Iteration 58Q: 3 clusters Score -4044708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -4044713.250000 Penalty: 1020.876221
	Iteration 59Q: 3 clusters Score -4044713 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -4044719.000000 Penalty: 1020.876221
	Iteration 60F: 3 clusters Score -4044719 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4044733.000000 Penalty: 1020.876221
	Iteration 61Q: 3 clusters Score -4044733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -4044729.500000 Penalty: 1020.876221
	Iteration 62Q: 3 clusters Score -4044730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4044748.750000 Penalty: 1020.876221
	Iteration 63Q: 3 clusters Score -4044749 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4044762.750000 Penalty: 1020.876221
	Iteration 64Q: 3 clusters Score -4044763 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70582 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4044768.000000 Penalty: 1020.876221
	Iteration 65Q: 3 clusters Score -4044768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4044775.000000 Penalty: 1020.876221
	Iteration 66Q: 3 clusters Score -4044775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4044788.500000 Penalty: 1020.876221
	Iteration 67Q: 3 clusters Score -4044788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4044789.000000 Penalty: 1020.876221
	Iteration 68Q: 3 clusters Score -4044789 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4044793.500000 Penalty: 1020.876221
	Iteration 69Q: 3 clusters Score -4044794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4044801.000000 Penalty: 1020.876221
	Iteration 70Q: 3 clusters Score -4044801 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4044806.500000 Penalty: 1020.876221
	Iteration 71Q: 3 clusters Score -4044806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4044814.250000 Penalty: 1020.876221
	Iteration 72Q: 3 clusters Score -4044814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71050 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4044808.500000 Penalty: 1020.876221
	Iteration 73Q: 3 clusters Score -4044808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71089 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4044810.500000 Penalty: 1020.876221
	Iteration 74Q: 3 clusters Score -4044810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71129 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4044807.250000 Penalty: 1020.876221
	Iteration 75Q: 3 clusters Score -4044807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4044811.750000 Penalty: 1020.876221
	Iteration 76Q: 3 clusters Score -4044812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4044817.750000 Penalty: 1020.876221
	Iteration 77Q: 3 clusters Score -4044818 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4044813.750000 Penalty: 1020.876221
	Iteration 78Q: 3 clusters Score -4044814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4044813.750000 Penalty: 1020.876221
	Iteration 79Q: 3 clusters Score -4044814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71332 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4044813.250000 Penalty: 1020.876221
	Iteration 80F: 3 clusters Score -4044813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4044811.750000 Penalty: 1020.876221
	Iteration 81Q: 3 clusters Score -4044812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71414 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4044820.500000 Penalty: 1020.876221
	Iteration 82Q: 3 clusters Score -4044820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4044833.500000 Penalty: 1020.876221
	Iteration 83Q: 3 clusters Score -4044834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4044834.750000 Penalty: 1020.876221
	Iteration 84Q: 3 clusters Score -4044835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71537 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4044836.250000 Penalty: 1020.876221
	Iteration 85Q: 3 clusters Score -4044836 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4044829.500000 Penalty: 1020.876221
	Iteration 86Q: 3 clusters Score -4044830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4044831.500000 Penalty: 1020.876221
	Iteration 87Q: 3 clusters Score -4044832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4044830 nChanged 32
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Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4044832 nChanged 33
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Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4044828 nChanged 22
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Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 2791 members 
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	Iteration 91Q: 3 clusters Score -4044829 nChanged 19
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4044835 nChanged 19
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Mstep: Class 2 contains 2753 members 
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	Iteration 93Q: 3 clusters Score -4044832 nChanged 22
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Mstep: Class 2 contains 2731 members 
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	Iteration 94Q: 3 clusters Score -4044835 nChanged 22
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Mstep: Class 1 contains 71781 members 
Mstep: Class 2 contains 2709 members 
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	Iteration 95Q: 3 clusters Score -4044840 nChanged 18
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Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 2691 members 
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	Iteration 96Q: 3 clusters Score -4044845 nChanged 15
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Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4044846 nChanged 16
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Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 2660 members 
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	Iteration 98Q: 3 clusters Score -4044848 nChanged 23
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Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4044846 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4044836 nChanged 14
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Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4044836 nChanged 11
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Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4044836 nChanged 10
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Mstep: Class 1 contains 71906 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4044838 nChanged 8
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Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4044838 nChanged 9
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Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4044840 nChanged 15
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Mstep: Class 1 contains 71938 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4044846 nChanged 13
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Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4044850 nChanged 16
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4044853 nChanged 19
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Mstep: Class 2 contains 2504 members 
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	Iteration 109Q: 3 clusters Score -4044859 nChanged 20
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Mstep: Class 1 contains 72006 members 
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	Iteration 110Q: 3 clusters Score -4044860 nChanged 17
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Mstep: Class 1 contains 72023 members 
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	Iteration 111Q: 3 clusters Score -4044858 nChanged 22
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	Iteration 112Q: 3 clusters Score -4044864 nChanged 20
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Mstep: Class 1 contains 72063 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4044864 nChanged 22
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	Iteration 114Q: 3 clusters Score -4044866 nChanged 32
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	Iteration 115Q: 3 clusters Score -4044865 nChanged 30
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	Iteration 116Q: 3 clusters Score -4044864 nChanged 41
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	Iteration 117Q: 3 clusters Score -4044869 nChanged 32
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	Iteration 118Q: 3 clusters Score -4044875 nChanged 23
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	Iteration 120F: 3 clusters Score -4044876 nChanged 24
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	Iteration 121Q: 3 clusters Score -4044880 nChanged 20
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	Iteration 122Q: 3 clusters Score -4044882 nChanged 15
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	Iteration 123Q: 3 clusters Score -4044885 nChanged 16
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	Iteration 124Q: 3 clusters Score -4044884 nChanged 15
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	Iteration 125Q: 3 clusters Score -4044883 nChanged 11
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	Iteration 126Q: 3 clusters Score -4044884 nChanged 10
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	Iteration 127Q: 3 clusters Score -4044884 nChanged 14
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	Iteration 128Q: 3 clusters Score -4044885 nChanged 16
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	Iteration 129Q: 3 clusters Score -4044887 nChanged 12
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	Iteration 130Q: 3 clusters Score -4044884 nChanged 22
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	Iteration 131Q: 3 clusters Score -4044894 nChanged 34
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	Iteration 132Q: 3 clusters Score -4044902 nChanged 35
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	Iteration 133Q: 3 clusters Score -4044902 nChanged 40
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Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4044916 nChanged 44
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	Iteration 135Q: 3 clusters Score -4044918 nChanged 39
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	Iteration 136Q: 3 clusters Score -4044924 nChanged 40
Entering Unmasked Mstep 
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	Iteration 137Q: 3 clusters Score -4044934 nChanged 43
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	Iteration 138Q: 3 clusters Score -4044936 nChanged 35
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	Iteration 139Q: 3 clusters Score -4044936 nChanged 30
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	Iteration 140F: 3 clusters Score -4044940 nChanged 37
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	Iteration 141Q: 3 clusters Score -4044945 nChanged 38
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	Iteration 142Q: 3 clusters Score -4044951 nChanged 32
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	Iteration 143Q: 3 clusters Score -4044948 nChanged 26
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	Iteration 144Q: 3 clusters Score -4044950 nChanged 24
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	Iteration 145Q: 3 clusters Score -4044957 nChanged 26
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	Iteration 146Q: 3 clusters Score -4044954 nChanged 24
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	Iteration 147Q: 3 clusters Score -4044962 nChanged 20
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	Iteration 148Q: 3 clusters Score -4044966 nChanged 16
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	Iteration 149Q: 3 clusters Score -4044969 nChanged 12
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	Iteration 150Q: 3 clusters Score -4044971 nChanged 10
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	Iteration 151Q: 3 clusters Score -4044975 nChanged 18
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	Iteration 152Q: 3 clusters Score -4044979 nChanged 14
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	Iteration 153Q: 3 clusters Score -4044982 nChanged 22
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	Iteration 154Q: 3 clusters Score -4044987 nChanged 24
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	Iteration 155Q: 3 clusters Score -4044991 nChanged 20
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	Iteration 156Q: 3 clusters Score -4044993 nChanged 21
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	Iteration 157Q: 3 clusters Score -4044996 nChanged 23
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	Iteration 158Q: 3 clusters Score -4044994 nChanged 17
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	Iteration 159Q: 3 clusters Score -4044994 nChanged 11
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	Iteration 160F: 3 clusters Score -4044997 nChanged 10
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	Iteration 161Q: 3 clusters Score -4045000 nChanged 12
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	Iteration 162Q: 3 clusters Score -4044996 nChanged 8
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	Iteration 163Q: 3 clusters Score -4044994 nChanged 7
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	Iteration 164Q: 3 clusters Score -4044994 nChanged 7
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	Iteration 165Q: 3 clusters Score -4044992 nChanged 6
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	Iteration 166Q: 3 clusters Score -4044996 nChanged 8
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	Iteration 167Q: 3 clusters Score -4044996 nChanged 6
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	Iteration 168Q: 3 clusters Score -4044997 nChanged 10
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	Iteration 169Q: 3 clusters Score -4045001 nChanged 16
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	Iteration 170Q: 3 clusters Score -4045006 nChanged 12
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	Iteration 171Q: 3 clusters Score -4045008 nChanged 6
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	Iteration 172Q: 3 clusters Score -4045006 nChanged 10
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	Iteration 173Q: 3 clusters Score -4045005 nChanged 9
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	Iteration 174Q: 3 clusters Score -4045002 nChanged 9
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	Iteration 175Q: 3 clusters Score -4045004 nChanged 7
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	Iteration 176Q: 3 clusters Score -4045007 nChanged 9
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	Iteration 177Q: 3 clusters Score -4045008 nChanged 11
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	Iteration 178Q: 3 clusters Score -4045013 nChanged 12
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	Iteration 179Q: 3 clusters Score -4045017 nChanged 7
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	Iteration 180F: 3 clusters Score -4045018 nChanged 5
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Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4045018.250000 Penalty: 1020.876221
	Iteration 181Q: 3 clusters Score -4045018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4045015.750000 Penalty: 1020.876221
	Iteration 182Q: 3 clusters Score -4045016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4045018.500000 Penalty: 1020.876221
	Iteration 183Q: 3 clusters Score -4045018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4045013.250000 Penalty: 1020.876221
	Iteration 184Q: 3 clusters Score -4045013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73375 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4045016.750000 Penalty: 1020.876221
	Iteration 185Q: 3 clusters Score -4045017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4045022.750000 Penalty: 1020.876221
	Iteration 186Q: 3 clusters Score -4045023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4045019.750000 Penalty: 1020.876221
	Iteration 187Q: 3 clusters Score -4045020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4045019.500000 Penalty: 1020.876221
	Iteration 188Q: 3 clusters Score -4045020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4045023.500000 Penalty: 1020.876221
	Iteration 189Q: 3 clusters Score -4045024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4045025.750000 Penalty: 1020.876221
	Iteration 190Q: 3 clusters Score -4045026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4045029.000000 Penalty: 1020.876221
	Iteration 191Q: 3 clusters Score -4045029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4045029.750000 Penalty: 1020.876221
	Iteration 192Q: 3 clusters Score -4045030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4045030.000000 Penalty: 1020.876221
	Iteration 193Q: 3 clusters Score -4045030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73467 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4045027.250000 Penalty: 1020.876221
	Iteration 194Q: 3 clusters Score -4045027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4045035.750000 Penalty: 1020.876221
	Iteration 195Q: 3 clusters Score -4045036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4045038.500000 Penalty: 1020.876221
	Iteration 196Q: 3 clusters Score -4045038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4045039.750000 Penalty: 1020.876221
	Iteration 197Q: 3 clusters Score -4045040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4045040.500000 Penalty: 1020.876221
	Iteration 198Q: 3 clusters Score -4045040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4045038.750000 Penalty: 1020.876221
	Iteration 199Q: 3 clusters Score -4045039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4045040.750000 Penalty: 1020.876221
	Iteration 200F: 3 clusters Score -4045041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73541 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4045044.500000 Penalty: 1020.876221
	Iteration 201Q: 3 clusters Score -4045044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4045047.250000 Penalty: 1020.876221
	Iteration 202Q: 3 clusters Score -4045047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4045048.500000 Penalty: 1020.876221
	Iteration 203Q: 3 clusters Score -4045048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73578 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4045049.000000 Penalty: 1020.876221
	Iteration 204Q: 3 clusters Score -4045049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73592 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4045052.000000 Penalty: 1020.876221
	Iteration 205Q: 3 clusters Score -4045052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73603 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4045062.250000 Penalty: 1020.876221
	Iteration 206Q: 3 clusters Score -4045062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4045060.750000 Penalty: 1020.876221
	Iteration 207Q: 3 clusters Score -4045061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4045058.750000 Penalty: 1020.876221
	Iteration 208Q: 3 clusters Score -4045059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4045064.750000 Penalty: 1020.876221
	Iteration 209Q: 3 clusters Score -4045065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4045062.500000 Penalty: 1020.876221
	Iteration 210Q: 3 clusters Score -4045062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4045070.750000 Penalty: 1020.876221
	Iteration 211Q: 3 clusters Score -4045071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4045068.250000 Penalty: 1020.876221
	Iteration 212Q: 3 clusters Score -4045068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4045067.250000 Penalty: 1020.876221
	Iteration 213Q: 3 clusters Score -4045067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4045067.250000 Penalty: 1020.876221
	Iteration 214Q: 3 clusters Score -4045067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4045069.000000 Penalty: 1020.876221
	Iteration 215Q: 3 clusters Score -4045069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73669 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4045070.500000 Penalty: 1020.876221
	Iteration 216Q: 3 clusters Score -4045070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4045069.250000 Penalty: 1020.876221
	Iteration 217Q: 3 clusters Score -4045069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4045069.750000 Penalty: 1020.876221
	Iteration 218Q: 3 clusters Score -4045070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4045069.750000 Penalty: 1020.876221
	Iteration 219F: 3 clusters Score -4045070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Entering Unmasked Estep 
Score: -918411.437500 Penalty: 444.533020
	Iteration 0F: 2 clusters Score -918411.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -906751.000000 Penalty: 889.066040
	Iteration 0F: 3 clusters Score -906751 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -911915.500000 Penalty: 889.066040
	Iteration 1F: 3 clusters Score -911915.5 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -912484.312500 Penalty: 889.066040
	Iteration 2F: 3 clusters Score -912484.3 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -913390.687500 Penalty: 889.066040
	Iteration 3F: 3 clusters Score -913390.7 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -914658.812500 Penalty: 889.066040
	Iteration 4F: 3 clusters Score -914658.8 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -916045.625000 Penalty: 889.066040
	Iteration 5F: 3 clusters Score -916045.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -917123.625000 Penalty: 889.066040
	Iteration 6F: 3 clusters Score -917123.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -917652.375000 Penalty: 889.066040
	Iteration 7Q: 3 clusters Score -917652.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -917861.937500 Penalty: 889.066040
	Iteration 8Q: 3 clusters Score -917861.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -917927.625000 Penalty: 889.066040
	Iteration 9Q: 3 clusters Score -917927.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -917960.750000 Penalty: 889.066040
	Iteration 10Q: 3 clusters Score -917960.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -917990.062500 Penalty: 889.066040
	Iteration 11Q: 3 clusters Score -917990.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -918003.000000 Penalty: 889.066040
	Iteration 12Q: 3 clusters Score -918003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -918015.375000 Penalty: 889.066040
	Iteration 13Q: 3 clusters Score -918015.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -918019.687500 Penalty: 889.066040
	Iteration 14Q: 3 clusters Score -918019.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -918022.187500 Penalty: 889.066040
	Iteration 15Q: 3 clusters Score -918022.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -918025.250000 Penalty: 889.066040
	Iteration 16Q: 3 clusters Score -918025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -918025.625000 Penalty: 889.066040
	Iteration 17Q: 3 clusters Score -918025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -918027.937500 Penalty: 889.066040
	Iteration 18Q: 3 clusters Score -918027.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -918030.250000 Penalty: 889.066040
	Iteration 19Q: 3 clusters Score -918030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -918030.437500 Penalty: 889.066040
	Iteration 20F: 3 clusters Score -918030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -918030.687500 Penalty: 889.066040
	Iteration 21Q: 3 clusters Score -918030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -918031.375000 Penalty: 889.066040
	Iteration 22Q: 3 clusters Score -918031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -918032.625000 Penalty: 889.066040
	Iteration 23Q: 3 clusters Score -918032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -918036.062500 Penalty: 889.066040
	Iteration 24Q: 3 clusters Score -918036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -918037.312500 Penalty: 889.066040
	Iteration 25Q: 3 clusters Score -918037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -918038.312500 Penalty: 889.066040
	Iteration 26Q: 3 clusters Score -918038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -918039.062500 Penalty: 889.066040
	Iteration 27Q: 3 clusters Score -918039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -918038.500000 Penalty: 889.066040
	Iteration 28Q: 3 clusters Score -918038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -918038.500000 Penalty: 889.066040
	Iteration 29F: 3 clusters Score -918038.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (84092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84092 members 
Entering Unmasked Estep 
Score: -4441307.500000 Penalty: 515.954834
	Iteration 0F: 2 clusters Score -4441308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -4384980.000000 Penalty: 1031.909668
	Iteration 0F: 3 clusters Score -4384980 nChanged 40785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -4409223.000000 Penalty: 1031.909668
	Iteration 1F: 3 clusters Score -4409223 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -4410090.500000 Penalty: 1031.909668
	Iteration 2Q: 3 clusters Score -4410090 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4411585.000000 Penalty: 1031.909668
	Iteration 3Q: 3 clusters Score -4411585 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4414013.000000 Penalty: 1031.909668
	Iteration 4F: 3 clusters Score -4414013 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -4418099.000000 Penalty: 1031.909668
	Iteration 5F: 3 clusters Score -4418099 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -4423739.500000 Penalty: 1031.909668
	Iteration 6F: 3 clusters Score -4423740 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -4429022.500000 Penalty: 1031.909668
	Iteration 7F: 3 clusters Score -4429022 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4431901.500000 Penalty: 1031.909668
	Iteration 8Q: 3 clusters Score -4431902 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67681 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4433192.500000 Penalty: 1031.909668
	Iteration 9Q: 3 clusters Score -4433192 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -4433978.000000 Penalty: 1031.909668
	Iteration 10Q: 3 clusters Score -4433978 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -4434671.000000 Penalty: 1031.909668
	Iteration 11Q: 3 clusters Score -4434671 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -4435402.000000 Penalty: 1031.909668
	Iteration 12Q: 3 clusters Score -4435402 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73844 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4436164.500000 Penalty: 1031.909668
	Iteration 13Q: 3 clusters Score -4436164 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -4436908.000000 Penalty: 1031.909668
	Iteration 14Q: 3 clusters Score -4436908 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -4437592.500000 Penalty: 1031.909668
	Iteration 15Q: 3 clusters Score -4437592 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -4438191.000000 Penalty: 1031.909668
	Iteration 16Q: 3 clusters Score -4438191 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4438779.500000 Penalty: 1031.909668
	Iteration 17Q: 3 clusters Score -4438780 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -4439306.500000 Penalty: 1031.909668
	Iteration 18Q: 3 clusters Score -4439306 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4439640.500000 Penalty: 1031.909668
	Iteration 19Q: 3 clusters Score -4439640 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81382 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4439951.500000 Penalty: 1031.909668
	Iteration 20F: 3 clusters Score -4439952 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4440200.500000 Penalty: 1031.909668
	Iteration 21Q: 3 clusters Score -4440200 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4440385.000000 Penalty: 1031.909668
	Iteration 22Q: 3 clusters Score -4440385 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4440532.500000 Penalty: 1031.909668
	Iteration 23Q: 3 clusters Score -4440532 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4440632.500000 Penalty: 1031.909668
	Iteration 24Q: 3 clusters Score -4440632 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4440713.500000 Penalty: 1031.909668
	Iteration 25Q: 3 clusters Score -4440714 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4440775.000000 Penalty: 1031.909668
	Iteration 26Q: 3 clusters Score -4440775 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4440802.000000 Penalty: 1031.909668
	Iteration 27Q: 3 clusters Score -4440802 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4440852.000000 Penalty: 1031.909668
	Iteration 28Q: 3 clusters Score -4440852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4440884.000000 Penalty: 1031.909668
	Iteration 29Q: 3 clusters Score -4440884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4440908.000000 Penalty: 1031.909668
	Iteration 30Q: 3 clusters Score -4440908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4440913.000000 Penalty: 1031.909668
	Iteration 31Q: 3 clusters Score -4440913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4440924.000000 Penalty: 1031.909668
	Iteration 32Q: 3 clusters Score -4440924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83760 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4440933.000000 Penalty: 1031.909668
	Iteration 33Q: 3 clusters Score -4440933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4440946.500000 Penalty: 1031.909668
	Iteration 34Q: 3 clusters Score -4440946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4440951.000000 Penalty: 1031.909668
	Iteration 35Q: 3 clusters Score -4440951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83792 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4440957.000000 Penalty: 1031.909668
	Iteration 36Q: 3 clusters Score -4440957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4440952.500000 Penalty: 1031.909668
	Iteration 37Q: 3 clusters Score -4440952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4440955.000000 Penalty: 1031.909668
	Iteration 38Q: 3 clusters Score -4440955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4440962.000000 Penalty: 1031.909668
	Iteration 39Q: 3 clusters Score -4440962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83818 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4440964.000000 Penalty: 1031.909668
	Iteration 40F: 3 clusters Score -4440964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4440961.500000 Penalty: 1031.909668
	Iteration 41Q: 3 clusters Score -4440962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83827 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4440965.000000 Penalty: 1031.909668
	Iteration 42Q: 3 clusters Score -4440965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83830 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4440968.000000 Penalty: 1031.909668
	Iteration 43Q: 3 clusters Score -4440968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83833 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4440970.500000 Penalty: 1031.909668
	Iteration 44Q: 3 clusters Score -4440970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4440968.000000 Penalty: 1031.909668
	Iteration 45Q: 3 clusters Score -4440968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83837 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4440970.500000 Penalty: 1031.909668
	Iteration 46Q: 3 clusters Score -4440970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4440972.000000 Penalty: 1031.909668
	Iteration 47Q: 3 clusters Score -4440972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4440969.000000 Penalty: 1031.909668
	Iteration 48Q: 3 clusters Score -4440969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4440964.500000 Penalty: 1031.909668
	Iteration 49Q: 3 clusters Score -4440964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4440963.500000 Penalty: 1031.909668
	Iteration 50Q: 3 clusters Score -4440964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83853 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4440964.500000 Penalty: 1031.909668
	Iteration 51Q: 3 clusters Score -4440964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4440971.000000 Penalty: 1031.909668
	Iteration 52Q: 3 clusters Score -4440971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83862 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4440974.000000 Penalty: 1031.909668
	Iteration 53Q: 3 clusters Score -4440974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4440975.000000 Penalty: 1031.909668
	Iteration 54Q: 3 clusters Score -4440975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4440982.000000 Penalty: 1031.909668
	Iteration 55Q: 3 clusters Score -4440982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4440981.000000 Penalty: 1031.909668
	Iteration 56Q: 3 clusters Score -4440981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83877 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4440982.000000 Penalty: 1031.909668
	Iteration 57Q: 3 clusters Score -4440982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4440979.500000 Penalty: 1031.909668
	Iteration 58Q: 3 clusters Score -4440980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83881 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4440976.500000 Penalty: 1031.909668
	Iteration 59Q: 3 clusters Score -4440976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4440979.000000 Penalty: 1031.909668
	Iteration 60F: 3 clusters Score -4440979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4440982.000000 Penalty: 1031.909668
	Iteration 61Q: 3 clusters Score -4440982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4440985.000000 Penalty: 1031.909668
	Iteration 62Q: 3 clusters Score -4440985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83892 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4440986.500000 Penalty: 1031.909668
	Iteration 63Q: 3 clusters Score -4440986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4440987.000000 Penalty: 1031.909668
	Iteration 64Q: 3 clusters Score -4440987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4440989.000000 Penalty: 1031.909668
	Iteration 65Q: 3 clusters Score -4440989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -4440988.500000 Penalty: 1031.909668
	Iteration 66Q: 3 clusters Score -4440988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4440986.000000 Penalty: 1031.909668
	Iteration 67Q: 3 clusters Score -4440986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83907 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4440987.500000 Penalty: 1031.909668
	Iteration 68Q: 3 clusters Score -4440988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4440990.500000 Penalty: 1031.909668
	Iteration 69Q: 3 clusters Score -4440990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4440989.000000 Penalty: 1031.909668
	Iteration 70Q: 3 clusters Score -4440989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4440986.500000 Penalty: 1031.909668
	Iteration 71Q: 3 clusters Score -4440986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4440986.500000 Penalty: 1031.909668
	Iteration 72F: 3 clusters Score -4440986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -130825.179688 Penalty: 355.756866
	Iteration 0F: 2 clusters Score -130825.2 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 1248 members 
Entering Unmasked Estep 
Score: -129073.429688 Penalty: 711.513733
	Iteration 0F: 3 clusters Score -129073.4 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -129677.218750 Penalty: 711.513733
	Iteration 1F: 3 clusters Score -129677.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -129758.742188 Penalty: 711.513733
	Iteration 2F: 3 clusters Score -129758.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -129803.179688 Penalty: 711.513733
	Iteration 3F: 3 clusters Score -129803.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -129826.210938 Penalty: 711.513733
	Iteration 4Q: 3 clusters Score -129826.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -129848.445312 Penalty: 711.513733
	Iteration 5Q: 3 clusters Score -129848.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129864.234375 Penalty: 711.513733
	Iteration 6Q: 3 clusters Score -129864.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -129879.648438 Penalty: 711.513733
	Iteration 7Q: 3 clusters Score -129879.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -129898.093750 Penalty: 711.513733
	Iteration 8Q: 3 clusters Score -129898.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -129916.976562 Penalty: 711.513733
	Iteration 9Q: 3 clusters Score -129917 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -129935.703125 Penalty: 711.513733
	Iteration 10Q: 3 clusters Score -129935.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -129953.171875 Penalty: 711.513733
	Iteration 11Q: 3 clusters Score -129953.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -129970.414062 Penalty: 711.513733
	Iteration 12Q: 3 clusters Score -129970.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -129982.914062 Penalty: 711.513733
	Iteration 13Q: 3 clusters Score -129982.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -130000.757812 Penalty: 711.513733
	Iteration 14Q: 3 clusters Score -130000.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -130022.812500 Penalty: 711.513733
	Iteration 15Q: 3 clusters Score -130022.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -130065.390625 Penalty: 711.513733
	Iteration 16Q: 3 clusters Score -130065.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -130124.148438 Penalty: 711.513733
	Iteration 17Q: 3 clusters Score -130124.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -130202.671875 Penalty: 711.513733
	Iteration 18Q: 3 clusters Score -130202.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -130283.265625 Penalty: 711.513733
	Iteration 19Q: 3 clusters Score -130283.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -130323.281250 Penalty: 711.513733
	Iteration 20F: 3 clusters Score -130323.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -130355.875000 Penalty: 711.513733
	Iteration 21Q: 3 clusters Score -130355.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -130393.156250 Penalty: 711.513733
	Iteration 22Q: 3 clusters Score -130393.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -130419.812500 Penalty: 711.513733
	Iteration 23Q: 3 clusters Score -130419.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -130432.960938 Penalty: 711.513733
	Iteration 24Q: 3 clusters Score -130433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -130445.109375 Penalty: 711.513733
	Iteration 25Q: 3 clusters Score -130445.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -130453.789062 Penalty: 711.513733
	Iteration 26Q: 3 clusters Score -130453.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -130459.007812 Penalty: 711.513733
	Iteration 27Q: 3 clusters Score -130459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -130462.187500 Penalty: 711.513733
	Iteration 28Q: 3 clusters Score -130462.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -130465.093750 Penalty: 711.513733
	Iteration 29Q: 3 clusters Score -130465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -130469.835938 Penalty: 711.513733
	Iteration 30Q: 3 clusters Score -130469.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -130473.382812 Penalty: 711.513733
	Iteration 31Q: 3 clusters Score -130473.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -130477.054688 Penalty: 711.513733
	Iteration 32Q: 3 clusters Score -130477.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -130479.554688 Penalty: 711.513733
	Iteration 33Q: 3 clusters Score -130479.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -130482.218750 Penalty: 711.513733
	Iteration 34Q: 3 clusters Score -130482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -130484.156250 Penalty: 711.513733
	Iteration 35Q: 3 clusters Score -130484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -130485.820312 Penalty: 711.513733
	Iteration 36Q: 3 clusters Score -130485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -130487.742188 Penalty: 711.513733
	Iteration 37Q: 3 clusters Score -130487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -130489.000000 Penalty: 711.513733
	Iteration 38Q: 3 clusters Score -130489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -130489.289062 Penalty: 711.513733
	Iteration 39Q: 3 clusters Score -130489.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -130489.585938 Penalty: 711.513733
	Iteration 40F: 3 clusters Score -130489.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -130489.679688 Penalty: 711.513733
	Iteration 41Q: 3 clusters Score -130489.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -130489.679688 Penalty: 711.513733
	Iteration 42F: 3 clusters Score -130489.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Entering Unmasked Estep 
Score: -870822.875000 Penalty: 440.747620
	Iteration 0F: 2 clusters Score -870822.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -860119.750000 Penalty: 881.495239
	Iteration 0F: 3 clusters Score -860119.8 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -864150.812500 Penalty: 881.495239
	Iteration 1F: 3 clusters Score -864150.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -864334.937500 Penalty: 881.495239
	Iteration 2Q: 3 clusters Score -864334.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -864601.437500 Penalty: 881.495239
	Iteration 3Q: 3 clusters Score -864601.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -864960.375000 Penalty: 881.495239
	Iteration 4F: 3 clusters Score -864960.4 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -865457.125000 Penalty: 881.495239
	Iteration 5F: 3 clusters Score -865457.1 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -866252.312500 Penalty: 881.495239
	Iteration 6F: 3 clusters Score -866252.3 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -867427.375000 Penalty: 881.495239
	Iteration 7F: 3 clusters Score -867427.4 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -868582.875000 Penalty: 881.495239
	Iteration 8F: 3 clusters Score -868582.9 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -869232.375000 Penalty: 881.495239
	Iteration 9F: 3 clusters Score -869232.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -869493.312500 Penalty: 881.495239
	Iteration 10Q: 3 clusters Score -869493.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -869599.812500 Penalty: 881.495239
	Iteration 11Q: 3 clusters Score -869599.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -869664.375000 Penalty: 881.495239
	Iteration 12Q: 3 clusters Score -869664.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -869710.500000 Penalty: 881.495239
	Iteration 13Q: 3 clusters Score -869710.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -869755.375000 Penalty: 881.495239
	Iteration 14Q: 3 clusters Score -869755.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -869815.437500 Penalty: 881.495239
	Iteration 15Q: 3 clusters Score -869815.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -869886.062500 Penalty: 881.495239
	Iteration 16Q: 3 clusters Score -869886.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -869968.437500 Penalty: 881.495239
	Iteration 17Q: 3 clusters Score -869968.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -870057.500000 Penalty: 881.495239
	Iteration 18Q: 3 clusters Score -870057.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -870180.375000 Penalty: 881.495239
	Iteration 19Q: 3 clusters Score -870180.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -870273.687500 Penalty: 881.495239
	Iteration 20F: 3 clusters Score -870273.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -870345.625000 Penalty: 881.495239
	Iteration 21Q: 3 clusters Score -870345.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -870384.937500 Penalty: 881.495239
	Iteration 22Q: 3 clusters Score -870384.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -870404.875000 Penalty: 881.495239
	Iteration 23Q: 3 clusters Score -870404.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -870417.625000 Penalty: 881.495239
	Iteration 24Q: 3 clusters Score -870417.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -870429.562500 Penalty: 881.495239
	Iteration 25Q: 3 clusters Score -870429.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -870439.375000 Penalty: 881.495239
	Iteration 26Q: 3 clusters Score -870439.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -870444.937500 Penalty: 881.495239
	Iteration 27Q: 3 clusters Score -870444.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -870446.750000 Penalty: 881.495239
	Iteration 28Q: 3 clusters Score -870446.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -870453.125000 Penalty: 881.495239
	Iteration 29Q: 3 clusters Score -870453.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -870456.312500 Penalty: 881.495239
	Iteration 30Q: 3 clusters Score -870456.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -870461.687500 Penalty: 881.495239
	Iteration 31Q: 3 clusters Score -870461.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -870465.687500 Penalty: 881.495239
	Iteration 32Q: 3 clusters Score -870465.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -870472.875000 Penalty: 881.495239
	Iteration 33Q: 3 clusters Score -870472.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -870479.812500 Penalty: 881.495239
	Iteration 34Q: 3 clusters Score -870479.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -870488.125000 Penalty: 881.495239
	Iteration 35Q: 3 clusters Score -870488.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -870495.562500 Penalty: 881.495239
	Iteration 36Q: 3 clusters Score -870495.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -870501.875000 Penalty: 881.495239
	Iteration 37Q: 3 clusters Score -870501.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -870507.500000 Penalty: 881.495239
	Iteration 38Q: 3 clusters Score -870507.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -870511.375000 Penalty: 881.495239
	Iteration 39Q: 3 clusters Score -870511.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -870516.750000 Penalty: 881.495239
	Iteration 40F: 3 clusters Score -870516.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -870520.812500 Penalty: 881.495239
	Iteration 41Q: 3 clusters Score -870520.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -870524.625000 Penalty: 881.495239
	Iteration 42Q: 3 clusters Score -870524.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -870525.375000 Penalty: 881.495239
	Iteration 43Q: 3 clusters Score -870525.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -870527.437500 Penalty: 881.495239
	Iteration 44Q: 3 clusters Score -870527.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -870531.687500 Penalty: 881.495239
	Iteration 45Q: 3 clusters Score -870531.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -870532.437500 Penalty: 881.495239
	Iteration 46Q: 3 clusters Score -870532.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -870535.500000 Penalty: 881.495239
	Iteration 47Q: 3 clusters Score -870535.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -870533.500000 Penalty: 881.495239
	Iteration 48Q: 3 clusters Score -870533.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -870536.187500 Penalty: 881.495239
	Iteration 49Q: 3 clusters Score -870536.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -870540.500000 Penalty: 881.495239
	Iteration 50Q: 3 clusters Score -870540.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -870542.250000 Penalty: 881.495239
	Iteration 51Q: 3 clusters Score -870542.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -870543.875000 Penalty: 881.495239
	Iteration 52Q: 3 clusters Score -870543.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -870547.750000 Penalty: 881.495239
	Iteration 53Q: 3 clusters Score -870547.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -870550.062500 Penalty: 881.495239
	Iteration 54Q: 3 clusters Score -870550.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -870548.062500 Penalty: 881.495239
	Iteration 55Q: 3 clusters Score -870548.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -870551.062500 Penalty: 881.495239
	Iteration 56Q: 3 clusters Score -870551.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -870552.250000 Penalty: 881.495239
	Iteration 57Q: 3 clusters Score -870552.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -870557.062500 Penalty: 881.495239
	Iteration 58Q: 3 clusters Score -870557.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -870560.312500 Penalty: 881.495239
	Iteration 59Q: 3 clusters Score -870560.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -870567.625000 Penalty: 881.495239
	Iteration 60F: 3 clusters Score -870567.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -870569.125000 Penalty: 881.495239
	Iteration 61Q: 3 clusters Score -870569.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -870576.875000 Penalty: 881.495239
	Iteration 62Q: 3 clusters Score -870576.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -870579.187500 Penalty: 881.495239
	Iteration 63Q: 3 clusters Score -870579.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -870585.562500 Penalty: 881.495239
	Iteration 64Q: 3 clusters Score -870585.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -870589.937500 Penalty: 881.495239
	Iteration 65Q: 3 clusters Score -870589.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -870591.875000 Penalty: 881.495239
	Iteration 66Q: 3 clusters Score -870591.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -870597.000000 Penalty: 881.495239
	Iteration 67Q: 3 clusters Score -870597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -870597.250000 Penalty: 881.495239
	Iteration 68Q: 3 clusters Score -870597.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -870600.562500 Penalty: 881.495239
	Iteration 69Q: 3 clusters Score -870600.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -870602.125000 Penalty: 881.495239
	Iteration 70Q: 3 clusters Score -870602.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -870604.812500 Penalty: 881.495239
	Iteration 71Q: 3 clusters Score -870604.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -870603.625000 Penalty: 881.495239
	Iteration 72Q: 3 clusters Score -870603.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -870602.437500 Penalty: 881.495239
	Iteration 73Q: 3 clusters Score -870602.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -870602.750000 Penalty: 881.495239
	Iteration 74Q: 3 clusters Score -870602.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -870604.437500 Penalty: 881.495239
	Iteration 75Q: 3 clusters Score -870604.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -870603.500000 Penalty: 881.495239
	Iteration 76Q: 3 clusters Score -870603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -870606.062500 Penalty: 881.495239
	Iteration 77Q: 3 clusters Score -870606.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -870605.937500 Penalty: 881.495239
	Iteration 78Q: 3 clusters Score -870605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -870605.562500 Penalty: 881.495239
	Iteration 79Q: 3 clusters Score -870605.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -870605.562500 Penalty: 881.495239
	Iteration 80F: 3 clusters Score -870605.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (74653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Entering Unmasked Estep 
Score: -4016512.500000 Penalty: 510.537567
	Iteration 0F: 2 clusters Score -4016512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -3966430.250000 Penalty: 1021.075134
	Iteration 0F: 3 clusters Score -3966430 nChanged 36362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -3988904.500000 Penalty: 1021.075134
	Iteration 1F: 3 clusters Score -3988904 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -3990373.500000 Penalty: 1021.075134
	Iteration 2Q: 3 clusters Score -3990374 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -3992839.000000 Penalty: 1021.075134
	Iteration 3F: 3 clusters Score -3992839 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -3996811.500000 Penalty: 1021.075134
	Iteration 4F: 3 clusters Score -3996812 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -4001180.000000 Penalty: 1021.075134
	Iteration 5F: 3 clusters Score -4001180 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -4003738.250000 Penalty: 1021.075134
	Iteration 6F: 3 clusters Score -4003738 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -4004527.750000 Penalty: 1021.075134
	Iteration 7Q: 3 clusters Score -4004528 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -4004933.500000 Penalty: 1021.075134
	Iteration 8Q: 3 clusters Score -4004934 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -4005240.500000 Penalty: 1021.075134
	Iteration 9Q: 3 clusters Score -4005240 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -4005523.000000 Penalty: 1021.075134
	Iteration 10Q: 3 clusters Score -4005523 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -4005873.500000 Penalty: 1021.075134
	Iteration 11Q: 3 clusters Score -4005874 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -4006267.750000 Penalty: 1021.075134
	Iteration 12Q: 3 clusters Score -4006268 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -4006663.250000 Penalty: 1021.075134
	Iteration 13Q: 3 clusters Score -4006663 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -4007104.250000 Penalty: 1021.075134
	Iteration 14Q: 3 clusters Score -4007104 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -4007559.250000 Penalty: 1021.075134
	Iteration 15Q: 3 clusters Score -4007559 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -4008030.500000 Penalty: 1021.075134
	Iteration 16Q: 3 clusters Score -4008030 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -4008553.000000 Penalty: 1021.075134
	Iteration 17Q: 3 clusters Score -4008553 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -4009073.750000 Penalty: 1021.075134
	Iteration 18Q: 3 clusters Score -4009074 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -4009648.000000 Penalty: 1021.075134
	Iteration 19Q: 3 clusters Score -4009648 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -4010247.250000 Penalty: 1021.075134
	Iteration 20F: 3 clusters Score -4010247 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -4010875.500000 Penalty: 1021.075134
	Iteration 21Q: 3 clusters Score -4010876 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -4011643.250000 Penalty: 1021.075134
	Iteration 22Q: 3 clusters Score -4011643 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -4012413.750000 Penalty: 1021.075134
	Iteration 23Q: 3 clusters Score -4012414 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -4013157.250000 Penalty: 1021.075134
	Iteration 24Q: 3 clusters Score -4013157 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -4013801.500000 Penalty: 1021.075134
	Iteration 25Q: 3 clusters Score -4013802 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 71909 members 
Entering Unmasked Estep 
Score: -4014394.000000 Penalty: 1021.075134
	Iteration 26Q: 3 clusters Score -4014394 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -4014891.250000 Penalty: 1021.075134
	Iteration 27Q: 3 clusters Score -4014891 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -4015274.250000 Penalty: 1021.075134
	Iteration 28Q: 3 clusters Score -4015274 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -4015556.000000 Penalty: 1021.075134
	Iteration 29Q: 3 clusters Score -4015556 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 74054 members 
Entering Unmasked Estep 
Score: -4015741.250000 Penalty: 1021.075134
	Iteration 30Q: 3 clusters Score -4015741 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -4015868.750000 Penalty: 1021.075134
	Iteration 31Q: 3 clusters Score -4015869 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -4015940.000000 Penalty: 1021.075134
	Iteration 32Q: 3 clusters Score -4015940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 74405 members 
Entering Unmasked Estep 
Score: -4015977.000000 Penalty: 1021.075134
	Iteration 33Q: 3 clusters Score -4015977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -4016005.000000 Penalty: 1021.075134
	Iteration 34Q: 3 clusters Score -4016005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -4016021.250000 Penalty: 1021.075134
	Iteration 35Q: 3 clusters Score -4016021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -4016040.500000 Penalty: 1021.075134
	Iteration 36Q: 3 clusters Score -4016040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -4016050.250000 Penalty: 1021.075134
	Iteration 37Q: 3 clusters Score -4016050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -4016054.250000 Penalty: 1021.075134
	Iteration 38Q: 3 clusters Score -4016054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -4016060.000000 Penalty: 1021.075134
	Iteration 39Q: 3 clusters Score -4016060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -4016063.250000 Penalty: 1021.075134
	Iteration 40F: 3 clusters Score -4016063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 74528 members 
Entering Unmasked Estep 
Score: -4016067.000000 Penalty: 1021.075134
	Iteration 41Q: 3 clusters Score -4016067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 74532 members 
Entering Unmasked Estep 
Score: -4016067.750000 Penalty: 1021.075134
	Iteration 42Q: 3 clusters Score -4016068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -4016069.500000 Penalty: 1021.075134
	Iteration 43Q: 3 clusters Score -4016070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -4016069.250000 Penalty: 1021.075134
	Iteration 44Q: 3 clusters Score -4016069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -4016069.250000 Penalty: 1021.075134
	Iteration 45F: 3 clusters Score -4016069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (97899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Entering Unmasked Estep 
Score: -5384120.500000 Penalty: 522.871948
	Iteration 0F: 2 clusters Score -5384120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -5319731.500000 Penalty: 1045.743896
	Iteration 0F: 3 clusters Score -5319732 nChanged 47760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -5349832.500000 Penalty: 1045.743896
	Iteration 1F: 3 clusters Score -5349832 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -5352452.500000 Penalty: 1045.743896
	Iteration 2F: 3 clusters Score -5352452 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -5356786.500000 Penalty: 1045.743896
	Iteration 3F: 3 clusters Score -5356786 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5363076.000000 Penalty: 1045.743896
	Iteration 4F: 3 clusters Score -5363076 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -5370187.000000 Penalty: 1045.743896
	Iteration 5F: 3 clusters Score -5370187 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -5375734.500000 Penalty: 1045.743896
	Iteration 6F: 3 clusters Score -5375734 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -5378917.500000 Penalty: 1045.743896
	Iteration 7Q: 3 clusters Score -5378918 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -5380807.000000 Penalty: 1045.743896
	Iteration 8Q: 3 clusters Score -5380807 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94244 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5381904.500000 Penalty: 1045.743896
	Iteration 9Q: 3 clusters Score -5381904 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5382640.500000 Penalty: 1045.743896
	Iteration 10Q: 3 clusters Score -5382640 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96272 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5383061.500000 Penalty: 1045.743896
	Iteration 11Q: 3 clusters Score -5383062 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5383284.000000 Penalty: 1045.743896
	Iteration 12Q: 3 clusters Score -5383284 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5383456.500000 Penalty: 1045.743896
	Iteration 13Q: 3 clusters Score -5383456 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5383555.500000 Penalty: 1045.743896
	Iteration 14Q: 3 clusters Score -5383556 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5383622.000000 Penalty: 1045.743896
	Iteration 15Q: 3 clusters Score -5383622 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5383651.500000 Penalty: 1045.743896
	Iteration 16Q: 3 clusters Score -5383652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97621 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5383679.000000 Penalty: 1045.743896
	Iteration 17Q: 3 clusters Score -5383679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5383684.500000 Penalty: 1045.743896
	Iteration 18Q: 3 clusters Score -5383684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97664 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5383708.500000 Penalty: 1045.743896
	Iteration 19Q: 3 clusters Score -5383708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97674 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5383706.500000 Penalty: 1045.743896
	Iteration 20F: 3 clusters Score -5383706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97679 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5383713.500000 Penalty: 1045.743896
	Iteration 21Q: 3 clusters Score -5383714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5383713.500000 Penalty: 1045.743896
	Iteration 22Q: 3 clusters Score -5383714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97685 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5383720.000000 Penalty: 1045.743896
	Iteration 23Q: 3 clusters Score -5383720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97685 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5383723.500000 Penalty: 1045.743896
	Iteration 24Q: 3 clusters Score -5383724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5383724.500000 Penalty: 1045.743896
	Iteration 25Q: 3 clusters Score -5383724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5383725.500000 Penalty: 1045.743896
	Iteration 26Q: 3 clusters Score -5383726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97694 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5383724.500000 Penalty: 1045.743896
	Iteration 27Q: 3 clusters Score -5383724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5383725.500000 Penalty: 1045.743896
	Iteration 28Q: 3 clusters Score -5383726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5383732.500000 Penalty: 1045.743896
	Iteration 29Q: 3 clusters Score -5383732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97706 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5383731.500000 Penalty: 1045.743896
	Iteration 30Q: 3 clusters Score -5383732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5383727.000000 Penalty: 1045.743896
	Iteration 31Q: 3 clusters Score -5383727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5383731.500000 Penalty: 1045.743896
	Iteration 32Q: 3 clusters Score -5383732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5383731.500000 Penalty: 1045.743896
	Iteration 33Q: 3 clusters Score -5383732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -5383730.000000 Penalty: 1045.743896
	Iteration 34Q: 3 clusters Score -5383730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97716 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5383731.500000 Penalty: 1045.743896
	Iteration 35Q: 3 clusters Score -5383732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5383727.000000 Penalty: 1045.743896
	Iteration 36Q: 3 clusters Score -5383727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97726 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -5383726.500000 Penalty: 1045.743896
	Iteration 37Q: 3 clusters Score -5383726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97728 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5383725.500000 Penalty: 1045.743896
	Iteration 38Q: 3 clusters Score -5383726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97729 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -5383729.000000 Penalty: 1045.743896
	Iteration 39Q: 3 clusters Score -5383729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97732 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5383731.500000 Penalty: 1045.743896
	Iteration 40F: 3 clusters Score -5383732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5383732.500000 Penalty: 1045.743896
	Iteration 41Q: 3 clusters Score -5383732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97735 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5383732.000000 Penalty: 1045.743896
	Iteration 42Q: 3 clusters Score -5383732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97735 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5383732.000000 Penalty: 1045.743896
	Iteration 43F: 3 clusters Score -5383732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (125764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125764 members 
Entering Unmasked Estep 
Score: -6718861.500000 Penalty: 534.268433
	Iteration 0F: 2 clusters Score -6718862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -6640400.500000 Penalty: 1068.536865
	Iteration 0F: 3 clusters Score -6640400 nChanged 61560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 66089 members 
Entering Unmasked Estep 
Score: -6677032.500000 Penalty: 1068.536865
	Iteration 1F: 3 clusters Score -6677032 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -6678827.000000 Penalty: 1068.536865
	Iteration 2Q: 3 clusters Score -6678827 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -6681176.500000 Penalty: 1068.536865
	Iteration 3F: 3 clusters Score -6681176 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -6684400.000000 Penalty: 1068.536865
	Iteration 4F: 3 clusters Score -6684400 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 84610 members 
Entering Unmasked Estep 
Score: -6688669.500000 Penalty: 1068.536865
	Iteration 5F: 3 clusters Score -6688670 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -6694813.000000 Penalty: 1068.536865
	Iteration 6F: 3 clusters Score -6694813 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 104668 members 
Entering Unmasked Estep 
Score: -6702872.500000 Penalty: 1068.536865
	Iteration 7F: 3 clusters Score -6702872 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 115239 members 
Entering Unmasked Estep 
Score: -6711087.000000 Penalty: 1068.536865
	Iteration 8F: 3 clusters Score -6711087 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 122061 members 
Entering Unmasked Estep 
Score: -6716086.500000 Penalty: 1068.536865
	Iteration 9F: 3 clusters Score -6716086 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 124746 members 
Entering Unmasked Estep 
Score: -6717863.000000 Penalty: 1068.536865
	Iteration 10Q: 3 clusters Score -6717863 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 125451 members 
Entering Unmasked Estep 
Score: -6718264.500000 Penalty: 1068.536865
	Iteration 11Q: 3 clusters Score -6718264 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125634 members 
Entering Unmasked Estep 
Score: -6718371.500000 Penalty: 1068.536865
	Iteration 12Q: 3 clusters Score -6718372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 125665 members 
Entering Unmasked Estep 
Score: -6718417.500000 Penalty: 1068.536865
	Iteration 13Q: 3 clusters Score -6718418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125669 members 
Entering Unmasked Estep 
Score: -6718440.000000 Penalty: 1068.536865
	Iteration 14Q: 3 clusters Score -6718440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -6718458.000000 Penalty: 1068.536865
	Iteration 15Q: 3 clusters Score -6718458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 125675 members 
Entering Unmasked Estep 
Score: -6718460.500000 Penalty: 1068.536865
	Iteration 16Q: 3 clusters Score -6718460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 125674 members 
Entering Unmasked Estep 
Score: -6718465.000000 Penalty: 1068.536865
	Iteration 17Q: 3 clusters Score -6718465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -6718466.500000 Penalty: 1068.536865
	Iteration 18Q: 3 clusters Score -6718466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -6718467.000000 Penalty: 1068.536865
	Iteration 19Q: 3 clusters Score -6718467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -6718467.000000 Penalty: 1068.536865
	Iteration 20F: 3 clusters Score -6718467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Entering Unmasked Estep 
Score: -2389457.250000 Penalty: 489.999573
	Iteration 0F: 2 clusters Score -2389457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2357546.000000 Penalty: 979.999146
	Iteration 0F: 3 clusters Score -2357546 nChanged 23020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -2371749.750000 Penalty: 979.999146
	Iteration 1F: 3 clusters Score -2371750 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -2372607.750000 Penalty: 979.999146
	Iteration 2Q: 3 clusters Score -2372608 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -2373979.250000 Penalty: 979.999146
	Iteration 3F: 3 clusters Score -2373979 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -2376033.250000 Penalty: 979.999146
	Iteration 4F: 3 clusters Score -2376033 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -2378560.250000 Penalty: 979.999146
	Iteration 5F: 3 clusters Score -2378560 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -2381019.750000 Penalty: 979.999146
	Iteration 6F: 3 clusters Score -2381020 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -2382779.250000 Penalty: 979.999146
	Iteration 7F: 3 clusters Score -2382779 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -2383892.250000 Penalty: 979.999146
	Iteration 8Q: 3 clusters Score -2383892 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -2384702.500000 Penalty: 979.999146
	Iteration 9Q: 3 clusters Score -2384702 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -2385453.750000 Penalty: 979.999146
	Iteration 10Q: 3 clusters Score -2385454 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -2386180.500000 Penalty: 979.999146
	Iteration 11Q: 3 clusters Score -2386180 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -2386841.750000 Penalty: 979.999146
	Iteration 12Q: 3 clusters Score -2386842 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -2387419.500000 Penalty: 979.999146
	Iteration 13Q: 3 clusters Score -2387420 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -2387872.000000 Penalty: 979.999146
	Iteration 14Q: 3 clusters Score -2387872 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -2388253.000000 Penalty: 979.999146
	Iteration 15Q: 3 clusters Score -2388253 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -2388541.500000 Penalty: 979.999146
	Iteration 16Q: 3 clusters Score -2388542 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -2388763.500000 Penalty: 979.999146
	Iteration 17Q: 3 clusters Score -2388764 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -2388905.500000 Penalty: 979.999146
	Iteration 18Q: 3 clusters Score -2388906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -2388961.750000 Penalty: 979.999146
	Iteration 19Q: 3 clusters Score -2388962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -2388979.000000 Penalty: 979.999146
	Iteration 20F: 3 clusters Score -2388979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -2388992.250000 Penalty: 979.999146
	Iteration 21Q: 3 clusters Score -2388992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -2389004.500000 Penalty: 979.999146
	Iteration 22Q: 3 clusters Score -2389004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -2389011.000000 Penalty: 979.999146
	Iteration 23Q: 3 clusters Score -2389011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -2389014.750000 Penalty: 979.999146
	Iteration 24Q: 3 clusters Score -2389015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -2389015.250000 Penalty: 979.999146
	Iteration 25Q: 3 clusters Score -2389015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -2389016.750000 Penalty: 979.999146
	Iteration 26Q: 3 clusters Score -2389017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -2389015.000000 Penalty: 979.999146
	Iteration 27Q: 3 clusters Score -2389015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -2389015.000000 Penalty: 979.999146
	Iteration 28F: 3 clusters Score -2389015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -140041.796875 Penalty: 357.409637
	Iteration 0F: 2 clusters Score -140041.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -138233.109375 Penalty: 714.819275
	Iteration 0F: 3 clusters Score -138233.1 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -138834.375000 Penalty: 714.819275
	Iteration 1F: 3 clusters Score -138834.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -138905.625000 Penalty: 714.819275
	Iteration 2F: 3 clusters Score -138905.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -138956.656250 Penalty: 714.819275
	Iteration 3Q: 3 clusters Score -138956.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -138988.515625 Penalty: 714.819275
	Iteration 4Q: 3 clusters Score -138988.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -139010.703125 Penalty: 714.819275
	Iteration 5Q: 3 clusters Score -139010.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -139030.859375 Penalty: 714.819275
	Iteration 6Q: 3 clusters Score -139030.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -139052.953125 Penalty: 714.819275
	Iteration 7Q: 3 clusters Score -139053 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -139079.687500 Penalty: 714.819275
	Iteration 8Q: 3 clusters Score -139079.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -139112.125000 Penalty: 714.819275
	Iteration 9Q: 3 clusters Score -139112.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -139148.765625 Penalty: 714.819275
	Iteration 10Q: 3 clusters Score -139148.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -139191.281250 Penalty: 714.819275
	Iteration 11Q: 3 clusters Score -139191.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -139237.843750 Penalty: 714.819275
	Iteration 12Q: 3 clusters Score -139237.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -139275.109375 Penalty: 714.819275
	Iteration 13Q: 3 clusters Score -139275.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -139299.312500 Penalty: 714.819275
	Iteration 14Q: 3 clusters Score -139299.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -139324.265625 Penalty: 714.819275
	Iteration 15Q: 3 clusters Score -139324.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -139348.750000 Penalty: 714.819275
	Iteration 16Q: 3 clusters Score -139348.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -139361.921875 Penalty: 714.819275
	Iteration 17Q: 3 clusters Score -139361.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -139372.921875 Penalty: 714.819275
	Iteration 18Q: 3 clusters Score -139372.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -139383.015625 Penalty: 714.819275
	Iteration 19Q: 3 clusters Score -139383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -139396.031250 Penalty: 714.819275
	Iteration 20F: 3 clusters Score -139396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -139407.937500 Penalty: 714.819275
	Iteration 21Q: 3 clusters Score -139407.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -139415.218750 Penalty: 714.819275
	Iteration 22Q: 3 clusters Score -139415.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -139418.796875 Penalty: 714.819275
	Iteration 23Q: 3 clusters Score -139418.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -139421.953125 Penalty: 714.819275
	Iteration 24Q: 3 clusters Score -139422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -139424.625000 Penalty: 714.819275
	Iteration 25Q: 3 clusters Score -139424.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -139428.812500 Penalty: 714.819275
	Iteration 26Q: 3 clusters Score -139428.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -139433.093750 Penalty: 714.819275
	Iteration 27Q: 3 clusters Score -139433.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -139435.921875 Penalty: 714.819275
	Iteration 28Q: 3 clusters Score -139435.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -139438.296875 Penalty: 714.819275
	Iteration 29Q: 3 clusters Score -139438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -139438.765625 Penalty: 714.819275
	Iteration 30Q: 3 clusters Score -139438.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -139440.468750 Penalty: 714.819275
	Iteration 31Q: 3 clusters Score -139440.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -139442.562500 Penalty: 714.819275
	Iteration 32Q: 3 clusters Score -139442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -139445.406250 Penalty: 714.819275
	Iteration 33Q: 3 clusters Score -139445.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -139447.937500 Penalty: 714.819275
	Iteration 34Q: 3 clusters Score -139447.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -139450.171875 Penalty: 714.819275
	Iteration 35Q: 3 clusters Score -139450.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -139452.406250 Penalty: 714.819275
	Iteration 36Q: 3 clusters Score -139452.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -139456.203125 Penalty: 714.819275
	Iteration 37Q: 3 clusters Score -139456.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -139459.828125 Penalty: 714.819275
	Iteration 38Q: 3 clusters Score -139459.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -139465.468750 Penalty: 714.819275
	Iteration 39Q: 3 clusters Score -139465.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -139468.546875 Penalty: 714.819275
	Iteration 40F: 3 clusters Score -139468.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -139471.562500 Penalty: 714.819275
	Iteration 41Q: 3 clusters Score -139471.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -139474.421875 Penalty: 714.819275
	Iteration 42Q: 3 clusters Score -139474.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -139478.250000 Penalty: 714.819275
	Iteration 43Q: 3 clusters Score -139478.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -139483.093750 Penalty: 714.819275
	Iteration 44Q: 3 clusters Score -139483.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -139488.937500 Penalty: 714.819275
	Iteration 45Q: 3 clusters Score -139488.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -139494.453125 Penalty: 714.819275
	Iteration 46Q: 3 clusters Score -139494.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -139503.515625 Penalty: 714.819275
	Iteration 47Q: 3 clusters Score -139503.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -139510.984375 Penalty: 714.819275
	Iteration 48Q: 3 clusters Score -139511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -139516.187500 Penalty: 714.819275
	Iteration 49Q: 3 clusters Score -139516.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -139521.296875 Penalty: 714.819275
	Iteration 50Q: 3 clusters Score -139521.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -139524.531250 Penalty: 714.819275
	Iteration 51Q: 3 clusters Score -139524.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -139529.000000 Penalty: 714.819275
	Iteration 52Q: 3 clusters Score -139529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -139533.656250 Penalty: 714.819275
	Iteration 53Q: 3 clusters Score -139533.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -139537.562500 Penalty: 714.819275
	Iteration 54Q: 3 clusters Score -139537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -139540.187500 Penalty: 714.819275
	Iteration 55Q: 3 clusters Score -139540.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -139545.296875 Penalty: 714.819275
	Iteration 56Q: 3 clusters Score -139545.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -139548.890625 Penalty: 714.819275
	Iteration 57Q: 3 clusters Score -139548.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -139554.656250 Penalty: 714.819275
	Iteration 58Q: 3 clusters Score -139554.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -139564.640625 Penalty: 714.819275
	Iteration 59Q: 3 clusters Score -139564.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -139578.843750 Penalty: 714.819275
	Iteration 60F: 3 clusters Score -139578.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -139589.671875 Penalty: 714.819275
	Iteration 61Q: 3 clusters Score -139589.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -139605.500000 Penalty: 714.819275
	Iteration 62Q: 3 clusters Score -139605.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -139622.578125 Penalty: 714.819275
	Iteration 63Q: 3 clusters Score -139622.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -139640.875000 Penalty: 714.819275
	Iteration 64Q: 3 clusters Score -139640.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -139655.531250 Penalty: 714.819275
	Iteration 65Q: 3 clusters Score -139655.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -139665.562500 Penalty: 714.819275
	Iteration 66Q: 3 clusters Score -139665.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -139677.296875 Penalty: 714.819275
	Iteration 67Q: 3 clusters Score -139677.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -139689.843750 Penalty: 714.819275
	Iteration 68Q: 3 clusters Score -139689.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -139697.625000 Penalty: 714.819275
	Iteration 69Q: 3 clusters Score -139697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -139704.218750 Penalty: 714.819275
	Iteration 70Q: 3 clusters Score -139704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -139711.000000 Penalty: 714.819275
	Iteration 71Q: 3 clusters Score -139711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -139715.437500 Penalty: 714.819275
	Iteration 72Q: 3 clusters Score -139715.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -139718.703125 Penalty: 714.819275
	Iteration 73Q: 3 clusters Score -139718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -139721.046875 Penalty: 714.819275
	Iteration 74Q: 3 clusters Score -139721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -139721.890625 Penalty: 714.819275
	Iteration 75Q: 3 clusters Score -139721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -139723.390625 Penalty: 714.819275
	Iteration 76Q: 3 clusters Score -139723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -139724.562500 Penalty: 714.819275
	Iteration 77Q: 3 clusters Score -139724.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -139725.984375 Penalty: 714.819275
	Iteration 78Q: 3 clusters Score -139726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -139730.250000 Penalty: 714.819275
	Iteration 79Q: 3 clusters Score -139730.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -139733.312500 Penalty: 714.819275
	Iteration 80F: 3 clusters Score -139733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -139736.031250 Penalty: 714.819275
	Iteration 81Q: 3 clusters Score -139736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -139740.156250 Penalty: 714.819275
	Iteration 82Q: 3 clusters Score -139740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -139740.750000 Penalty: 714.819275
	Iteration 83Q: 3 clusters Score -139740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -139740.750000 Penalty: 714.819275
	Iteration 84F: 3 clusters Score -139740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -273236.093750 Penalty: 387.840668
	Iteration 0F: 2 clusters Score -273236.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -269842.625000 Penalty: 775.681335
	Iteration 0F: 3 clusters Score -269842.6 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -271083.281250 Penalty: 775.681335
	Iteration 1F: 3 clusters Score -271083.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -271227.312500 Penalty: 775.681335
	Iteration 2F: 3 clusters Score -271227.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -271371.218750 Penalty: 775.681335
	Iteration 3F: 3 clusters Score -271371.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -271572.781250 Penalty: 775.681335
	Iteration 4F: 3 clusters Score -271572.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -271814.593750 Penalty: 775.681335
	Iteration 5F: 3 clusters Score -271814.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -272058.250000 Penalty: 775.681335
	Iteration 6F: 3 clusters Score -272058.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -272248.843750 Penalty: 775.681335
	Iteration 7F: 3 clusters Score -272248.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -272376.281250 Penalty: 775.681335
	Iteration 8Q: 3 clusters Score -272376.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -272472.468750 Penalty: 775.681335
	Iteration 9Q: 3 clusters Score -272472.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -272539.187500 Penalty: 775.681335
	Iteration 10Q: 3 clusters Score -272539.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -272588.906250 Penalty: 775.681335
	Iteration 11Q: 3 clusters Score -272588.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -272633.500000 Penalty: 775.681335
	Iteration 12Q: 3 clusters Score -272633.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -272677.437500 Penalty: 775.681335
	Iteration 13Q: 3 clusters Score -272677.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -272728.843750 Penalty: 775.681335
	Iteration 14Q: 3 clusters Score -272728.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -272779.500000 Penalty: 775.681335
	Iteration 15Q: 3 clusters Score -272779.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -272817.687500 Penalty: 775.681335
	Iteration 16Q: 3 clusters Score -272817.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -272841.531250 Penalty: 775.681335
	Iteration 17Q: 3 clusters Score -272841.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -272858.718750 Penalty: 775.681335
	Iteration 18Q: 3 clusters Score -272858.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -272867.500000 Penalty: 775.681335
	Iteration 19Q: 3 clusters Score -272867.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -272870.093750 Penalty: 775.681335
	Iteration 20F: 3 clusters Score -272870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -272871.875000 Penalty: 775.681335
	Iteration 21Q: 3 clusters Score -272871.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -272872.656250 Penalty: 775.681335
	Iteration 22Q: 3 clusters Score -272872.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -272873.687500 Penalty: 775.681335
	Iteration 23Q: 3 clusters Score -272873.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -272874.875000 Penalty: 775.681335
	Iteration 24Q: 3 clusters Score -272874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -272875.125000 Penalty: 775.681335
	Iteration 25Q: 3 clusters Score -272875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -272875.500000 Penalty: 775.681335
	Iteration 26Q: 3 clusters Score -272875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -272875.062500 Penalty: 775.681335
	Iteration 27Q: 3 clusters Score -272875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -272875.406250 Penalty: 775.681335
	Iteration 28Q: 3 clusters Score -272875.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -272875.906250 Penalty: 775.681335
	Iteration 29Q: 3 clusters Score -272875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -272876.250000 Penalty: 775.681335
	Iteration 30Q: 3 clusters Score -272876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -272877.093750 Penalty: 775.681335
	Iteration 31Q: 3 clusters Score -272877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -272878.500000 Penalty: 775.681335
	Iteration 32Q: 3 clusters Score -272878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -272879.781250 Penalty: 775.681335
	Iteration 33Q: 3 clusters Score -272879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -272880.031250 Penalty: 775.681335
	Iteration 34Q: 3 clusters Score -272880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -272880.000000 Penalty: 775.681335
	Iteration 35Q: 3 clusters Score -272880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -272880.250000 Penalty: 775.681335
	Iteration 36Q: 3 clusters Score -272880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -272880.562500 Penalty: 775.681335
	Iteration 37Q: 3 clusters Score -272880.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -272881.781250 Penalty: 775.681335
	Iteration 38Q: 3 clusters Score -272881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -272882.718750 Penalty: 775.681335
	Iteration 39Q: 3 clusters Score -272882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -272883.718750 Penalty: 775.681335
	Iteration 40F: 3 clusters Score -272883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -272883.562500 Penalty: 775.681335
	Iteration 41Q: 3 clusters Score -272883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -272883.718750 Penalty: 775.681335
	Iteration 42Q: 3 clusters Score -272883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -272884.562500 Penalty: 775.681335
	Iteration 43Q: 3 clusters Score -272884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -272884.750000 Penalty: 775.681335
	Iteration 44Q: 3 clusters Score -272884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -272885.125000 Penalty: 775.681335
	Iteration 45Q: 3 clusters Score -272885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -272885.843750 Penalty: 775.681335
	Iteration 46Q: 3 clusters Score -272885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -272885.718750 Penalty: 775.681335
	Iteration 47Q: 3 clusters Score -272885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -272885.531250 Penalty: 775.681335
	Iteration 48Q: 3 clusters Score -272885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -272885.875000 Penalty: 775.681335
	Iteration 49Q: 3 clusters Score -272885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -272886.250000 Penalty: 775.681335
	Iteration 50Q: 3 clusters Score -272886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -272886.593750 Penalty: 775.681335
	Iteration 51Q: 3 clusters Score -272886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -272886.031250 Penalty: 775.681335
	Iteration 52Q: 3 clusters Score -272886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -272886.875000 Penalty: 775.681335
	Iteration 53Q: 3 clusters Score -272886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -272887.093750 Penalty: 775.681335
	Iteration 54Q: 3 clusters Score -272887.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -272887.093750 Penalty: 775.681335
	Iteration 55F: 3 clusters Score -272887.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Entering Unmasked Estep 
Score: -2390957.750000 Penalty: 486.540344
	Iteration 0F: 2 clusters Score -2390958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2361341.500000 Penalty: 973.080688
	Iteration 0F: 3 clusters Score -2361342 nChanged 21282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2374678.500000 Penalty: 973.080688
	Iteration 1F: 3 clusters Score -2374678 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2376071.250000 Penalty: 973.080688
	Iteration 2F: 3 clusters Score -2376071 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2378428.500000 Penalty: 973.080688
	Iteration 3F: 3 clusters Score -2378428 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2381971.500000 Penalty: 973.080688
	Iteration 4F: 3 clusters Score -2381972 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2385606.000000 Penalty: 973.080688
	Iteration 5F: 3 clusters Score -2385606 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2388117.500000 Penalty: 973.080688
	Iteration 6F: 3 clusters Score -2388118 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2389398.250000 Penalty: 973.080688
	Iteration 7Q: 3 clusters Score -2389398 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2389966.000000 Penalty: 973.080688
	Iteration 8Q: 3 clusters Score -2389966 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2390232.750000 Penalty: 973.080688
	Iteration 9Q: 3 clusters Score -2390233 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2390374.000000 Penalty: 973.080688
	Iteration 10Q: 3 clusters Score -2390374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2390459.500000 Penalty: 973.080688
	Iteration 11Q: 3 clusters Score -2390460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2390500.750000 Penalty: 973.080688
	Iteration 12Q: 3 clusters Score -2390501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2390519.000000 Penalty: 973.080688
	Iteration 13Q: 3 clusters Score -2390519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2390527.250000 Penalty: 973.080688
	Iteration 14Q: 3 clusters Score -2390527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2390529.500000 Penalty: 973.080688
	Iteration 15Q: 3 clusters Score -2390530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2390530.000000 Penalty: 973.080688
	Iteration 16Q: 3 clusters Score -2390530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2390530.250000 Penalty: 973.080688
	Iteration 17Q: 3 clusters Score -2390530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2390531.000000 Penalty: 973.080688
	Iteration 18Q: 3 clusters Score -2390531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2390534.250000 Penalty: 973.080688
	Iteration 19Q: 3 clusters Score -2390534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2390535.750000 Penalty: 973.080688
	Iteration 20F: 3 clusters Score -2390536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2390538.250000 Penalty: 973.080688
	Iteration 21Q: 3 clusters Score -2390538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2390546.750000 Penalty: 973.080688
	Iteration 22Q: 3 clusters Score -2390547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2390548.750000 Penalty: 973.080688
	Iteration 23Q: 3 clusters Score -2390549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2390560.000000 Penalty: 973.080688
	Iteration 24Q: 3 clusters Score -2390560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2390565.500000 Penalty: 973.080688
	Iteration 25Q: 3 clusters Score -2390566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2390567.500000 Penalty: 973.080688
	Iteration 26Q: 3 clusters Score -2390568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2390569.000000 Penalty: 973.080688
	Iteration 27Q: 3 clusters Score -2390569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2390569.250000 Penalty: 973.080688
	Iteration 28Q: 3 clusters Score -2390569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2390569.250000 Penalty: 973.080688
	Iteration 29F: 3 clusters Score -2390569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (9456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Entering Unmasked Estep 
Score: -471670.656250 Penalty: 416.525421
	Iteration 0F: 2 clusters Score -471670.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -465391.593750 Penalty: 833.050842
	Iteration 0F: 3 clusters Score -465391.6 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -467904.281250 Penalty: 833.050842
	Iteration 1F: 3 clusters Score -467904.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -468094.906250 Penalty: 833.050842
	Iteration 2Q: 3 clusters Score -468094.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -468359.843750 Penalty: 833.050842
	Iteration 3F: 3 clusters Score -468359.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -468736.375000 Penalty: 833.050842
	Iteration 4F: 3 clusters Score -468736.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -469221.031250 Penalty: 833.050842
	Iteration 5F: 3 clusters Score -469221 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -469651.343750 Penalty: 833.050842
	Iteration 6F: 3 clusters Score -469651.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -469955.718750 Penalty: 833.050842
	Iteration 7Q: 3 clusters Score -469955.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -470163.375000 Penalty: 833.050842
	Iteration 8Q: 3 clusters Score -470163.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -470319.687500 Penalty: 833.050842
	Iteration 9Q: 3 clusters Score -470319.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -470444.562500 Penalty: 833.050842
	Iteration 10Q: 3 clusters Score -470444.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -470535.406250 Penalty: 833.050842
	Iteration 11Q: 3 clusters Score -470535.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -470613.218750 Penalty: 833.050842
	Iteration 12Q: 3 clusters Score -470613.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -470680.062500 Penalty: 833.050842
	Iteration 13Q: 3 clusters Score -470680.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -470739.406250 Penalty: 833.050842
	Iteration 14Q: 3 clusters Score -470739.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -470792.781250 Penalty: 833.050842
	Iteration 15Q: 3 clusters Score -470792.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -470852.156250 Penalty: 833.050842
	Iteration 16Q: 3 clusters Score -470852.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -470910.343750 Penalty: 833.050842
	Iteration 17Q: 3 clusters Score -470910.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -470965.125000 Penalty: 833.050842
	Iteration 18Q: 3 clusters Score -470965.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -471018.468750 Penalty: 833.050842
	Iteration 19Q: 3 clusters Score -471018.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -471066.156250 Penalty: 833.050842
	Iteration 20F: 3 clusters Score -471066.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -471125.875000 Penalty: 833.050842
	Iteration 21Q: 3 clusters Score -471125.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -471188.937500 Penalty: 833.050842
	Iteration 22Q: 3 clusters Score -471188.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -471238.000000 Penalty: 833.050842
	Iteration 23Q: 3 clusters Score -471238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -471269.187500 Penalty: 833.050842
	Iteration 24Q: 3 clusters Score -471269.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -471290.093750 Penalty: 833.050842
	Iteration 25Q: 3 clusters Score -471290.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -471298.843750 Penalty: 833.050842
	Iteration 26Q: 3 clusters Score -471298.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -471305.437500 Penalty: 833.050842
	Iteration 27Q: 3 clusters Score -471305.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -471309.250000 Penalty: 833.050842
	Iteration 28Q: 3 clusters Score -471309.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -471311.718750 Penalty: 833.050842
	Iteration 29Q: 3 clusters Score -471311.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -471311.906250 Penalty: 833.050842
	Iteration 30Q: 3 clusters Score -471311.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -471313.375000 Penalty: 833.050842
	Iteration 31Q: 3 clusters Score -471313.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -471314.062500 Penalty: 833.050842
	Iteration 32Q: 3 clusters Score -471314.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -471313.312500 Penalty: 833.050842
	Iteration 33Q: 3 clusters Score -471313.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -471315.250000 Penalty: 833.050842
	Iteration 34Q: 3 clusters Score -471315.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -471315.937500 Penalty: 833.050842
	Iteration 35Q: 3 clusters Score -471315.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -471316.062500 Penalty: 833.050842
	Iteration 36Q: 3 clusters Score -471316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -471317.031250 Penalty: 833.050842
	Iteration 37Q: 3 clusters Score -471317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -471317.000000 Penalty: 833.050842
	Iteration 38Q: 3 clusters Score -471317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -471316.437500 Penalty: 833.050842
	Iteration 39Q: 3 clusters Score -471316.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -471317.531250 Penalty: 833.050842
	Iteration 40F: 3 clusters Score -471317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -471317.500000 Penalty: 833.050842
	Iteration 41Q: 3 clusters Score -471317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -471317.562500 Penalty: 833.050842
	Iteration 42Q: 3 clusters Score -471317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -471317.656250 Penalty: 833.050842
	Iteration 43Q: 3 clusters Score -471317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -471317.187500 Penalty: 833.050842
	Iteration 44Q: 3 clusters Score -471317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -471318.375000 Penalty: 833.050842
	Iteration 45Q: 3 clusters Score -471318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -471318.406250 Penalty: 833.050842
	Iteration 46Q: 3 clusters Score -471318.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -471318.187500 Penalty: 833.050842
	Iteration 47Q: 3 clusters Score -471318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -471318.906250 Penalty: 833.050842
	Iteration 48Q: 3 clusters Score -471318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -471318.687500 Penalty: 833.050842
	Iteration 49Q: 3 clusters Score -471318.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -471317.750000 Penalty: 833.050842
	Iteration 50Q: 3 clusters Score -471317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -471317.750000 Penalty: 833.050842
	Iteration 51F: 3 clusters Score -471317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -153502.828125 Penalty: 362.966339
	Iteration 0F: 2 clusters Score -153502.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -151500.000000 Penalty: 725.932678
	Iteration 0F: 3 clusters Score -151500 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -152253.281250 Penalty: 725.932678
	Iteration 1F: 3 clusters Score -152253.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -152387.750000 Penalty: 725.932678
	Iteration 2F: 3 clusters Score -152387.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -152514.046875 Penalty: 725.932678
	Iteration 3F: 3 clusters Score -152514 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -152651.343750 Penalty: 725.932678
	Iteration 4F: 3 clusters Score -152651.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -152759.421875 Penalty: 725.932678
	Iteration 5F: 3 clusters Score -152759.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -152831.468750 Penalty: 725.932678
	Iteration 6Q: 3 clusters Score -152831.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -152875.718750 Penalty: 725.932678
	Iteration 7Q: 3 clusters Score -152875.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -152919.375000 Penalty: 725.932678
	Iteration 8Q: 3 clusters Score -152919.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -152954.203125 Penalty: 725.932678
	Iteration 9Q: 3 clusters Score -152954.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -152989.921875 Penalty: 725.932678
	Iteration 10Q: 3 clusters Score -152989.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -153035.578125 Penalty: 725.932678
	Iteration 11Q: 3 clusters Score -153035.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -153074.046875 Penalty: 725.932678
	Iteration 12Q: 3 clusters Score -153074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -153096.109375 Penalty: 725.932678
	Iteration 13Q: 3 clusters Score -153096.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -153116.453125 Penalty: 725.932678
	Iteration 14Q: 3 clusters Score -153116.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -153136.687500 Penalty: 725.932678
	Iteration 15Q: 3 clusters Score -153136.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -153151.968750 Penalty: 725.932678
	Iteration 16Q: 3 clusters Score -153152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -153169.296875 Penalty: 725.932678
	Iteration 17Q: 3 clusters Score -153169.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -153184.921875 Penalty: 725.932678
	Iteration 18Q: 3 clusters Score -153184.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -153195.031250 Penalty: 725.932678
	Iteration 19Q: 3 clusters Score -153195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -153201.187500 Penalty: 725.932678
	Iteration 20F: 3 clusters Score -153201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -153203.296875 Penalty: 725.932678
	Iteration 21Q: 3 clusters Score -153203.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -153204.250000 Penalty: 725.932678
	Iteration 22Q: 3 clusters Score -153204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -153205.234375 Penalty: 725.932678
	Iteration 23Q: 3 clusters Score -153205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -153206.281250 Penalty: 725.932678
	Iteration 24Q: 3 clusters Score -153206.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -153207.718750 Penalty: 725.932678
	Iteration 25Q: 3 clusters Score -153207.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -153210.031250 Penalty: 725.932678
	Iteration 26Q: 3 clusters Score -153210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -153214.156250 Penalty: 725.932678
	Iteration 27Q: 3 clusters Score -153214.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -153217.921875 Penalty: 725.932678
	Iteration 28Q: 3 clusters Score -153217.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -153222.343750 Penalty: 725.932678
	Iteration 29Q: 3 clusters Score -153222.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -153226.140625 Penalty: 725.932678
	Iteration 30Q: 3 clusters Score -153226.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -153232.765625 Penalty: 725.932678
	Iteration 31Q: 3 clusters Score -153232.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -153237.437500 Penalty: 725.932678
	Iteration 32Q: 3 clusters Score -153237.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -153243.000000 Penalty: 725.932678
	Iteration 33Q: 3 clusters Score -153243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -153252.546875 Penalty: 725.932678
	Iteration 34Q: 3 clusters Score -153252.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -153261.921875 Penalty: 725.932678
	Iteration 35Q: 3 clusters Score -153261.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -153269.156250 Penalty: 725.932678
	Iteration 36Q: 3 clusters Score -153269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -153279.281250 Penalty: 725.932678
	Iteration 37Q: 3 clusters Score -153279.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -153291.421875 Penalty: 725.932678
	Iteration 38Q: 3 clusters Score -153291.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -153308.187500 Penalty: 725.932678
	Iteration 39Q: 3 clusters Score -153308.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -153316.312500 Penalty: 725.932678
	Iteration 40F: 3 clusters Score -153316.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -153324.828125 Penalty: 725.932678
	Iteration 41Q: 3 clusters Score -153324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -153329.390625 Penalty: 725.932678
	Iteration 42Q: 3 clusters Score -153329.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -153332.750000 Penalty: 725.932678
	Iteration 43Q: 3 clusters Score -153332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -153337.515625 Penalty: 725.932678
	Iteration 44Q: 3 clusters Score -153337.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -153341.031250 Penalty: 725.932678
	Iteration 45Q: 3 clusters Score -153341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -153342.109375 Penalty: 725.932678
	Iteration 46Q: 3 clusters Score -153342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -153342.671875 Penalty: 725.932678
	Iteration 47Q: 3 clusters Score -153342.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -153343.625000 Penalty: 725.932678
	Iteration 48Q: 3 clusters Score -153343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -153344.406250 Penalty: 725.932678
	Iteration 49Q: 3 clusters Score -153344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -153344.718750 Penalty: 725.932678
	Iteration 50Q: 3 clusters Score -153344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -153344.718750 Penalty: 725.932678
	Iteration 51F: 3 clusters Score -153344.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Entering Unmasked Estep 
Score: -591097.500000 Penalty: 422.153198
	Iteration 0F: 2 clusters Score -591097.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -583987.687500 Penalty: 844.306396
	Iteration 0F: 3 clusters Score -583987.7 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -587108.250000 Penalty: 844.306396
	Iteration 1F: 3 clusters Score -587108.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -587590.562500 Penalty: 844.306396
	Iteration 2F: 3 clusters Score -587590.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -588181.625000 Penalty: 844.306396
	Iteration 3F: 3 clusters Score -588181.6 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -588857.312500 Penalty: 844.306396
	Iteration 4F: 3 clusters Score -588857.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -589497.437500 Penalty: 844.306396
	Iteration 5F: 3 clusters Score -589497.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -589933.250000 Penalty: 844.306396
	Iteration 6Q: 3 clusters Score -589933.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -590231.187500 Penalty: 844.306396
	Iteration 7Q: 3 clusters Score -590231.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -590479.812500 Penalty: 844.306396
	Iteration 8Q: 3 clusters Score -590479.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -590607.187500 Penalty: 844.306396
	Iteration 9Q: 3 clusters Score -590607.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -590676.250000 Penalty: 844.306396
	Iteration 10Q: 3 clusters Score -590676.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -590717.562500 Penalty: 844.306396
	Iteration 11Q: 3 clusters Score -590717.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -590731.375000 Penalty: 844.306396
	Iteration 12Q: 3 clusters Score -590731.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -590734.937500 Penalty: 844.306396
	Iteration 13Q: 3 clusters Score -590734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -590740.000000 Penalty: 844.306396
	Iteration 14Q: 3 clusters Score -590740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -590743.750000 Penalty: 844.306396
	Iteration 15Q: 3 clusters Score -590743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -590745.687500 Penalty: 844.306396
	Iteration 16Q: 3 clusters Score -590745.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -590745.687500 Penalty: 844.306396
	Iteration 17F: 3 clusters Score -590745.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -309746.875000 Penalty: 395.538818
	Iteration 0F: 2 clusters Score -309746.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -305772.781250 Penalty: 791.077637
	Iteration 0F: 3 clusters Score -305772.8 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -307333.625000 Penalty: 791.077637
	Iteration 1F: 3 clusters Score -307333.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -307626.156250 Penalty: 791.077637
	Iteration 2F: 3 clusters Score -307626.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -308062.906250 Penalty: 791.077637
	Iteration 3F: 3 clusters Score -308062.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -308527.156250 Penalty: 791.077637
	Iteration 4F: 3 clusters Score -308527.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -308908.406250 Penalty: 791.077637
	Iteration 5F: 3 clusters Score -308908.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -309158.062500 Penalty: 791.077637
	Iteration 6Q: 3 clusters Score -309158.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -309305.468750 Penalty: 791.077637
	Iteration 7Q: 3 clusters Score -309305.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -309439.250000 Penalty: 791.077637
	Iteration 8Q: 3 clusters Score -309439.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -309523.000000 Penalty: 791.077637
	Iteration 9Q: 3 clusters Score -309523 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -309572.312500 Penalty: 791.077637
	Iteration 10Q: 3 clusters Score -309572.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -309596.875000 Penalty: 791.077637
	Iteration 11Q: 3 clusters Score -309596.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -309608.312500 Penalty: 791.077637
	Iteration 12Q: 3 clusters Score -309608.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -309615.437500 Penalty: 791.077637
	Iteration 13Q: 3 clusters Score -309615.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -309622.875000 Penalty: 791.077637
	Iteration 14Q: 3 clusters Score -309622.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -309624.156250 Penalty: 791.077637
	Iteration 15Q: 3 clusters Score -309624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -309624.250000 Penalty: 791.077637
	Iteration 16Q: 3 clusters Score -309624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -309625.343750 Penalty: 791.077637
	Iteration 17Q: 3 clusters Score -309625.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -309626.812500 Penalty: 791.077637
	Iteration 18Q: 3 clusters Score -309626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -309628.375000 Penalty: 791.077637
	Iteration 19Q: 3 clusters Score -309628.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -309628.718750 Penalty: 791.077637
	Iteration 20F: 3 clusters Score -309628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -309628.625000 Penalty: 791.077637
	Iteration 21Q: 3 clusters Score -309628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -309629.187500 Penalty: 791.077637
	Iteration 22Q: 3 clusters Score -309629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -309629.187500 Penalty: 791.077637
	Iteration 23F: 3 clusters Score -309629.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (147712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Entering Unmasked Estep 
Score: -7682196.000000 Penalty: 541.587402
	Iteration 0F: 2 clusters Score -7682196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -7583493.500000 Penalty: 1083.174805
	Iteration 0F: 3 clusters Score -7583494 nChanged 72313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -7626811.000000 Penalty: 1083.174805
	Iteration 1F: 3 clusters Score -7626811 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 82753 members 
Entering Unmasked Estep 
Score: -7628141.500000 Penalty: 1083.174805
	Iteration 2Q: 3 clusters Score -7628142 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -7630437.500000 Penalty: 1083.174805
	Iteration 3Q: 3 clusters Score -7630438 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -7634509.500000 Penalty: 1083.174805
	Iteration 4F: 3 clusters Score -7634510 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 104587 members 
Entering Unmasked Estep 
Score: -7641683.500000 Penalty: 1083.174805
	Iteration 5F: 3 clusters Score -7641684 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 115995 members 
Entering Unmasked Estep 
Score: -7652015.500000 Penalty: 1083.174805
	Iteration 6F: 3 clusters Score -7652016 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 126806 members 
Entering Unmasked Estep 
Score: -7663400.500000 Penalty: 1083.174805
	Iteration 7F: 3 clusters Score -7663400 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 134225 members 
Entering Unmasked Estep 
Score: -7671677.000000 Penalty: 1083.174805
	Iteration 8F: 3 clusters Score -7671677 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 138132 members 
Entering Unmasked Estep 
Score: -7675770.500000 Penalty: 1083.174805
	Iteration 9Q: 3 clusters Score -7675770 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 140326 members 
Entering Unmasked Estep 
Score: -7677670.000000 Penalty: 1083.174805
	Iteration 10Q: 3 clusters Score -7677670 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 141859 members 
Entering Unmasked Estep 
Score: -7678724.000000 Penalty: 1083.174805
	Iteration 11Q: 3 clusters Score -7678724 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 143029 members 
Entering Unmasked Estep 
Score: -7679477.500000 Penalty: 1083.174805
	Iteration 12Q: 3 clusters Score -7679478 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 143958 members 
Entering Unmasked Estep 
Score: -7679972.000000 Penalty: 1083.174805
	Iteration 13Q: 3 clusters Score -7679972 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 144711 members 
Entering Unmasked Estep 
Score: -7680407.500000 Penalty: 1083.174805
	Iteration 14Q: 3 clusters Score -7680408 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 145297 members 
Entering Unmasked Estep 
Score: -7680703.500000 Penalty: 1083.174805
	Iteration 15Q: 3 clusters Score -7680704 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 145728 members 
Entering Unmasked Estep 
Score: -7680892.500000 Penalty: 1083.174805
	Iteration 16Q: 3 clusters Score -7680892 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 146028 members 
Entering Unmasked Estep 
Score: -7681067.000000 Penalty: 1083.174805
	Iteration 17Q: 3 clusters Score -7681067 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 146262 members 
Entering Unmasked Estep 
Score: -7681236.000000 Penalty: 1083.174805
	Iteration 18Q: 3 clusters Score -7681236 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 146448 members 
Entering Unmasked Estep 
Score: -7681341.500000 Penalty: 1083.174805
	Iteration 19Q: 3 clusters Score -7681342 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 146605 members 
Entering Unmasked Estep 
Score: -7681438.000000 Penalty: 1083.174805
	Iteration 20F: 3 clusters Score -7681438 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 146738 members 
Entering Unmasked Estep 
Score: -7681513.000000 Penalty: 1083.174805
	Iteration 21Q: 3 clusters Score -7681513 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 146855 members 
Entering Unmasked Estep 
Score: -7681554.500000 Penalty: 1083.174805
	Iteration 22Q: 3 clusters Score -7681554 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 146953 members 
Entering Unmasked Estep 
Score: -7681620.500000 Penalty: 1083.174805
	Iteration 23Q: 3 clusters Score -7681620 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 147026 members 
Entering Unmasked Estep 
Score: -7681677.500000 Penalty: 1083.174805
	Iteration 24Q: 3 clusters Score -7681678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 147080 members 
Entering Unmasked Estep 
Score: -7681706.000000 Penalty: 1083.174805
	Iteration 25Q: 3 clusters Score -7681706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -7681720.000000 Penalty: 1083.174805
	Iteration 26Q: 3 clusters Score -7681720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 147153 members 
Entering Unmasked Estep 
Score: -7681730.500000 Penalty: 1083.174805
	Iteration 27Q: 3 clusters Score -7681730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 147181 members 
Entering Unmasked Estep 
Score: -7681750.500000 Penalty: 1083.174805
	Iteration 28Q: 3 clusters Score -7681750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 147210 members 
Entering Unmasked Estep 
Score: -7681760.000000 Penalty: 1083.174805
	Iteration 29Q: 3 clusters Score -7681760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 147230 members 
Entering Unmasked Estep 
Score: -7681769.500000 Penalty: 1083.174805
	Iteration 30Q: 3 clusters Score -7681770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 147246 members 
Entering Unmasked Estep 
Score: -7681786.500000 Penalty: 1083.174805
	Iteration 31Q: 3 clusters Score -7681786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 147262 members 
Entering Unmasked Estep 
Score: -7681791.000000 Penalty: 1083.174805
	Iteration 32Q: 3 clusters Score -7681791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 147276 members 
Entering Unmasked Estep 
Score: -7681801.000000 Penalty: 1083.174805
	Iteration 33Q: 3 clusters Score -7681801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 147289 members 
Entering Unmasked Estep 
Score: -7681814.500000 Penalty: 1083.174805
	Iteration 34Q: 3 clusters Score -7681814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 147298 members 
Entering Unmasked Estep 
Score: -7681819.500000 Penalty: 1083.174805
	Iteration 35Q: 3 clusters Score -7681820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 147308 members 
Entering Unmasked Estep 
Score: -7681826.500000 Penalty: 1083.174805
	Iteration 36Q: 3 clusters Score -7681826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 147315 members 
Entering Unmasked Estep 
Score: -7681837.000000 Penalty: 1083.174805
	Iteration 37Q: 3 clusters Score -7681837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 147318 members 
Entering Unmasked Estep 
Score: -7681832.500000 Penalty: 1083.174805
	Iteration 38Q: 3 clusters Score -7681832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 147324 members 
Entering Unmasked Estep 
Score: -7681833.000000 Penalty: 1083.174805
	Iteration 39Q: 3 clusters Score -7681833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 147332 members 
Entering Unmasked Estep 
Score: -7681830.500000 Penalty: 1083.174805
	Iteration 40F: 3 clusters Score -7681830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 147338 members 
Entering Unmasked Estep 
Score: -7681836.000000 Penalty: 1083.174805
	Iteration 41Q: 3 clusters Score -7681836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 147343 members 
Entering Unmasked Estep 
Score: -7681836.500000 Penalty: 1083.174805
	Iteration 42Q: 3 clusters Score -7681836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 147344 members 
Entering Unmasked Estep 
Score: -7681839.000000 Penalty: 1083.174805
	Iteration 43Q: 3 clusters Score -7681839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -7681844.000000 Penalty: 1083.174805
	Iteration 44Q: 3 clusters Score -7681844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 147349 members 
Entering Unmasked Estep 
Score: -7681841.500000 Penalty: 1083.174805
	Iteration 45Q: 3 clusters Score -7681842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 147350 members 
Entering Unmasked Estep 
Score: -7681843.000000 Penalty: 1083.174805
	Iteration 46Q: 3 clusters Score -7681843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 147351 members 
Entering Unmasked Estep 
Score: -7681841.000000 Penalty: 1083.174805
	Iteration 47Q: 3 clusters Score -7681841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 147354 members 
Entering Unmasked Estep 
Score: -7681845.000000 Penalty: 1083.174805
	Iteration 48Q: 3 clusters Score -7681845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 147357 members 
Entering Unmasked Estep 
Score: -7681844.000000 Penalty: 1083.174805
	Iteration 49Q: 3 clusters Score -7681844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 147358 members 
Entering Unmasked Estep 
Score: -7681845.500000 Penalty: 1083.174805
	Iteration 50Q: 3 clusters Score -7681846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 147358 members 
Entering Unmasked Estep 
Score: -7681845.500000 Penalty: 1083.174805
	Iteration 51F: 3 clusters Score -7681846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -21346.779297 Penalty: 275.796265
	Iteration 0F: 2 clusters Score -21346.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -20890.992188 Penalty: 551.592529
	Iteration 0F: 3 clusters Score -20890.99 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -21012.425781 Penalty: 551.592529
	Iteration 1F: 3 clusters Score -21012.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21048.160156 Penalty: 551.592529
	Iteration 2F: 3 clusters Score -21048.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -21061.707031 Penalty: 551.592529
	Iteration 3Q: 3 clusters Score -21061.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21070.955078 Penalty: 551.592529
	Iteration 4Q: 3 clusters Score -21070.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21076.748047 Penalty: 551.592529
	Iteration 5Q: 3 clusters Score -21076.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21079.650391 Penalty: 551.592529
	Iteration 6Q: 3 clusters Score -21079.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21080.828125 Penalty: 551.592529
	Iteration 7Q: 3 clusters Score -21080.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21081.064453 Penalty: 551.592529
	Iteration 8Q: 3 clusters Score -21081.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21081.619141 Penalty: 551.592529
	Iteration 9Q: 3 clusters Score -21081.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21083.369141 Penalty: 551.592529
	Iteration 10Q: 3 clusters Score -21083.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21083.369141 Penalty: 551.592529
	Iteration 11F: 3 clusters Score -21083.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -182313.843750 Penalty: 370.516815
	Iteration 0F: 2 clusters Score -182313.8 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 1749 members 
Entering Unmasked Estep 
Score: -179937.171875 Penalty: 741.033630
	Iteration 0F: 3 clusters Score -179937.2 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -180747.796875 Penalty: 741.033630
	Iteration 1F: 3 clusters Score -180747.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -180823.578125 Penalty: 741.033630
	Iteration 2Q: 3 clusters Score -180823.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -180904.515625 Penalty: 741.033630
	Iteration 3Q: 3 clusters Score -180904.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -180998.515625 Penalty: 741.033630
	Iteration 4Q: 3 clusters Score -180998.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -181088.640625 Penalty: 741.033630
	Iteration 5Q: 3 clusters Score -181088.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -181215.468750 Penalty: 741.033630
	Iteration 6Q: 3 clusters Score -181215.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -181355.640625 Penalty: 741.033630
	Iteration 7F: 3 clusters Score -181355.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -181478.140625 Penalty: 741.033630
	Iteration 8Q: 3 clusters Score -181478.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -181591.000000 Penalty: 741.033630
	Iteration 9Q: 3 clusters Score -181591 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -181706.640625 Penalty: 741.033630
	Iteration 10Q: 3 clusters Score -181706.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -181785.046875 Penalty: 741.033630
	Iteration 11Q: 3 clusters Score -181785 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -181835.531250 Penalty: 741.033630
	Iteration 12Q: 3 clusters Score -181835.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -181865.718750 Penalty: 741.033630
	Iteration 13Q: 3 clusters Score -181865.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -181894.796875 Penalty: 741.033630
	Iteration 14Q: 3 clusters Score -181894.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -181921.796875 Penalty: 741.033630
	Iteration 15Q: 3 clusters Score -181921.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -181941.406250 Penalty: 741.033630
	Iteration 16Q: 3 clusters Score -181941.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -181960.484375 Penalty: 741.033630
	Iteration 17Q: 3 clusters Score -181960.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -181989.109375 Penalty: 741.033630
	Iteration 18Q: 3 clusters Score -181989.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -182027.859375 Penalty: 741.033630
	Iteration 19Q: 3 clusters Score -182027.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -182065.406250 Penalty: 741.033630
	Iteration 20F: 3 clusters Score -182065.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -182104.140625 Penalty: 741.033630
	Iteration 21Q: 3 clusters Score -182104.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -182130.500000 Penalty: 741.033630
	Iteration 22Q: 3 clusters Score -182130.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -182156.218750 Penalty: 741.033630
	Iteration 23Q: 3 clusters Score -182156.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -182178.375000 Penalty: 741.033630
	Iteration 24Q: 3 clusters Score -182178.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -182190.765625 Penalty: 741.033630
	Iteration 25Q: 3 clusters Score -182190.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -182199.906250 Penalty: 741.033630
	Iteration 26Q: 3 clusters Score -182199.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -182212.609375 Penalty: 741.033630
	Iteration 27Q: 3 clusters Score -182212.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -182224.000000 Penalty: 741.033630
	Iteration 28Q: 3 clusters Score -182224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -182234.093750 Penalty: 741.033630
	Iteration 29Q: 3 clusters Score -182234.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -182242.984375 Penalty: 741.033630
	Iteration 30Q: 3 clusters Score -182243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -182249.343750 Penalty: 741.033630
	Iteration 31Q: 3 clusters Score -182249.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -182257.140625 Penalty: 741.033630
	Iteration 32Q: 3 clusters Score -182257.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -182263.750000 Penalty: 741.033630
	Iteration 33Q: 3 clusters Score -182263.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -182267.687500 Penalty: 741.033630
	Iteration 34Q: 3 clusters Score -182267.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -182269.234375 Penalty: 741.033630
	Iteration 35Q: 3 clusters Score -182269.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -182272.468750 Penalty: 741.033630
	Iteration 36Q: 3 clusters Score -182272.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -182276.171875 Penalty: 741.033630
	Iteration 37Q: 3 clusters Score -182276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -182279.437500 Penalty: 741.033630
	Iteration 38Q: 3 clusters Score -182279.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -182283.484375 Penalty: 741.033630
	Iteration 39Q: 3 clusters Score -182283.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -182285.812500 Penalty: 741.033630
	Iteration 40F: 3 clusters Score -182285.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -182287.656250 Penalty: 741.033630
	Iteration 41Q: 3 clusters Score -182287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -182287.718750 Penalty: 741.033630
	Iteration 42Q: 3 clusters Score -182287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -182287.734375 Penalty: 741.033630
	Iteration 43Q: 3 clusters Score -182287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -182288.500000 Penalty: 741.033630
	Iteration 44Q: 3 clusters Score -182288.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -182288.968750 Penalty: 741.033630
	Iteration 45Q: 3 clusters Score -182289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -182289.343750 Penalty: 741.033630
	Iteration 46Q: 3 clusters Score -182289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -182289.421875 Penalty: 741.033630
	Iteration 47Q: 3 clusters Score -182289.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -182289.546875 Penalty: 741.033630
	Iteration 48Q: 3 clusters Score -182289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -182289.703125 Penalty: 741.033630
	Iteration 49Q: 3 clusters Score -182289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -182290.000000 Penalty: 741.033630
	Iteration 50Q: 3 clusters Score -182290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -182290.578125 Penalty: 741.033630
	Iteration 51Q: 3 clusters Score -182290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -182291.156250 Penalty: 741.033630
	Iteration 52Q: 3 clusters Score -182291.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -182291.640625 Penalty: 741.033630
	Iteration 53Q: 3 clusters Score -182291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -182291.843750 Penalty: 741.033630
	Iteration 54Q: 3 clusters Score -182291.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -182291.843750 Penalty: 741.033630
	Iteration 55F: 3 clusters Score -182291.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (14392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Entering Unmasked Estep 
Score: -784146.250000 Penalty: 435.636444
	Iteration 0F: 2 clusters Score -784146.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -774467.312500 Penalty: 871.272888
	Iteration 0F: 3 clusters Score -774467.3 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -778323.000000 Penalty: 871.272888
	Iteration 1F: 3 clusters Score -778323 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -778517.750000 Penalty: 871.272888
	Iteration 2Q: 3 clusters Score -778517.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -778758.500000 Penalty: 871.272888
	Iteration 3Q: 3 clusters Score -778758.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -779104.750000 Penalty: 871.272888
	Iteration 4Q: 3 clusters Score -779104.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -779714.000000 Penalty: 871.272888
	Iteration 5F: 3 clusters Score -779714 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -780622.062500 Penalty: 871.272888
	Iteration 6F: 3 clusters Score -780622.1 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -781702.375000 Penalty: 871.272888
	Iteration 7F: 3 clusters Score -781702.4 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -782689.187500 Penalty: 871.272888
	Iteration 8F: 3 clusters Score -782689.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -783261.375000 Penalty: 871.272888
	Iteration 9Q: 3 clusters Score -783261.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -783543.687500 Penalty: 871.272888
	Iteration 10Q: 3 clusters Score -783543.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -783653.500000 Penalty: 871.272888
	Iteration 11Q: 3 clusters Score -783653.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -783702.437500 Penalty: 871.272888
	Iteration 12Q: 3 clusters Score -783702.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -783725.375000 Penalty: 871.272888
	Iteration 13Q: 3 clusters Score -783725.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -783740.500000 Penalty: 871.272888
	Iteration 14Q: 3 clusters Score -783740.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -783750.125000 Penalty: 871.272888
	Iteration 15Q: 3 clusters Score -783750.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -783758.375000 Penalty: 871.272888
	Iteration 16Q: 3 clusters Score -783758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -783759.250000 Penalty: 871.272888
	Iteration 17Q: 3 clusters Score -783759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -783761.687500 Penalty: 871.272888
	Iteration 18Q: 3 clusters Score -783761.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -783761.687500 Penalty: 871.272888
	Iteration 19F: 3 clusters Score -783761.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Entering Unmasked Estep 
Score: -522023.281250 Penalty: 417.042114
	Iteration 0F: 2 clusters Score -522023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -515643.218750 Penalty: 834.084229
	Iteration 0F: 3 clusters Score -515643.2 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -518031.312500 Penalty: 834.084229
	Iteration 1F: 3 clusters Score -518031.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -518172.968750 Penalty: 834.084229
	Iteration 2Q: 3 clusters Score -518173 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -518364.000000 Penalty: 834.084229
	Iteration 3Q: 3 clusters Score -518364 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -518667.625000 Penalty: 834.084229
	Iteration 4F: 3 clusters Score -518667.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -519164.375000 Penalty: 834.084229
	Iteration 5F: 3 clusters Score -519164.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -519864.593750 Penalty: 834.084229
	Iteration 6F: 3 clusters Score -519864.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -520570.656250 Penalty: 834.084229
	Iteration 7F: 3 clusters Score -520570.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -521123.468750 Penalty: 834.084229
	Iteration 8F: 3 clusters Score -521123.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -521435.312500 Penalty: 834.084229
	Iteration 9Q: 3 clusters Score -521435.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -521555.718750 Penalty: 834.084229
	Iteration 10Q: 3 clusters Score -521555.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -521607.562500 Penalty: 834.084229
	Iteration 11Q: 3 clusters Score -521607.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -521625.781250 Penalty: 834.084229
	Iteration 12Q: 3 clusters Score -521625.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -521636.218750 Penalty: 834.084229
	Iteration 13Q: 3 clusters Score -521636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -521647.000000 Penalty: 834.084229
	Iteration 14Q: 3 clusters Score -521647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -521655.125000 Penalty: 834.084229
	Iteration 15Q: 3 clusters Score -521655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -521658.593750 Penalty: 834.084229
	Iteration 16Q: 3 clusters Score -521658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -521659.812500 Penalty: 834.084229
	Iteration 17Q: 3 clusters Score -521659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -521661.343750 Penalty: 834.084229
	Iteration 18Q: 3 clusters Score -521661.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -521661.343750 Penalty: 834.084229
	Iteration 19F: 3 clusters Score -521661.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (91480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91480 members 
Entering Unmasked Estep 
Score: -4853637.500000 Penalty: 519.786377
	Iteration 0F: 2 clusters Score -4853638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -4792622.000000 Penalty: 1039.572754
	Iteration 0F: 3 clusters Score -4792622 nChanged 45003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -4821623.500000 Penalty: 1039.572754
	Iteration 1F: 3 clusters Score -4821624 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -4825550.500000 Penalty: 1039.572754
	Iteration 2F: 3 clusters Score -4825550 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -4831584.000000 Penalty: 1039.572754
	Iteration 3F: 3 clusters Score -4831584 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 64188 members 
Entering Unmasked Estep 
Score: -4837970.500000 Penalty: 1039.572754
	Iteration 4F: 3 clusters Score -4837970 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 66758 members 
Entering Unmasked Estep 
Score: -4841970.000000 Penalty: 1039.572754
	Iteration 5F: 3 clusters Score -4841970 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -4843632.000000 Penalty: 1039.572754
	Iteration 6Q: 3 clusters Score -4843632 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -4844538.500000 Penalty: 1039.572754
	Iteration 7Q: 3 clusters Score -4844538 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -4845306.500000 Penalty: 1039.572754
	Iteration 8Q: 3 clusters Score -4845306 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -4846028.500000 Penalty: 1039.572754
	Iteration 9Q: 3 clusters Score -4846028 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -4846797.500000 Penalty: 1039.572754
	Iteration 10Q: 3 clusters Score -4846798 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -4847566.500000 Penalty: 1039.572754
	Iteration 11Q: 3 clusters Score -4847566 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -4848266.000000 Penalty: 1039.572754
	Iteration 12Q: 3 clusters Score -4848266 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -4848884.500000 Penalty: 1039.572754
	Iteration 13Q: 3 clusters Score -4848884 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -4849501.000000 Penalty: 1039.572754
	Iteration 14Q: 3 clusters Score -4849501 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 83578 members 
Entering Unmasked Estep 
Score: -4850074.000000 Penalty: 1039.572754
	Iteration 15Q: 3 clusters Score -4850074 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 85121 members 
Entering Unmasked Estep 
Score: -4850576.500000 Penalty: 1039.572754
	Iteration 16Q: 3 clusters Score -4850576 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -4851112.500000 Penalty: 1039.572754
	Iteration 17Q: 3 clusters Score -4851112 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 87761 members 
Entering Unmasked Estep 
Score: -4851638.000000 Penalty: 1039.572754
	Iteration 18Q: 3 clusters Score -4851638 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -4852057.500000 Penalty: 1039.572754
	Iteration 19Q: 3 clusters Score -4852058 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -4852419.000000 Penalty: 1039.572754
	Iteration 20F: 3 clusters Score -4852419 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -4852716.000000 Penalty: 1039.572754
	Iteration 21Q: 3 clusters Score -4852716 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -4852918.500000 Penalty: 1039.572754
	Iteration 22Q: 3 clusters Score -4852918 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 90880 members 
Entering Unmasked Estep 
Score: -4853052.000000 Penalty: 1039.572754
	Iteration 23Q: 3 clusters Score -4853052 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 91068 members 
Entering Unmasked Estep 
Score: -4853116.000000 Penalty: 1039.572754
	Iteration 24Q: 3 clusters Score -4853116 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -4853162.000000 Penalty: 1039.572754
	Iteration 25Q: 3 clusters Score -4853162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 91250 members 
Entering Unmasked Estep 
Score: -4853209.500000 Penalty: 1039.572754
	Iteration 26Q: 3 clusters Score -4853210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -4853234.500000 Penalty: 1039.572754
	Iteration 27Q: 3 clusters Score -4853234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 91317 members 
Entering Unmasked Estep 
Score: -4853245.000000 Penalty: 1039.572754
	Iteration 28Q: 3 clusters Score -4853245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -4853259.500000 Penalty: 1039.572754
	Iteration 29Q: 3 clusters Score -4853260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -4853254.500000 Penalty: 1039.572754
	Iteration 30Q: 3 clusters Score -4853254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -4853261.000000 Penalty: 1039.572754
	Iteration 31Q: 3 clusters Score -4853261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -4853268.000000 Penalty: 1039.572754
	Iteration 32Q: 3 clusters Score -4853268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -4853279.000000 Penalty: 1039.572754
	Iteration 33Q: 3 clusters Score -4853279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 91372 members 
Entering Unmasked Estep 
Score: -4853279.500000 Penalty: 1039.572754
	Iteration 34Q: 3 clusters Score -4853280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 91376 members 
Entering Unmasked Estep 
Score: -4853281.500000 Penalty: 1039.572754
	Iteration 35Q: 3 clusters Score -4853282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91378 members 
Entering Unmasked Estep 
Score: -4853280.500000 Penalty: 1039.572754
	Iteration 36Q: 3 clusters Score -4853280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -4853279.500000 Penalty: 1039.572754
	Iteration 37Q: 3 clusters Score -4853280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -4853276.500000 Penalty: 1039.572754
	Iteration 38Q: 3 clusters Score -4853276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -4853275.000000 Penalty: 1039.572754
	Iteration 39Q: 3 clusters Score -4853275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 91385 members 
Entering Unmasked Estep 
Score: -4853275.000000 Penalty: 1039.572754
	Iteration 40F: 3 clusters Score -4853275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -10974.660156 Penalty: 252.482956
	Iteration 0F: 2 clusters Score -10974.66 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 114 members 
Entering Unmasked Estep 
Score: -10678.367188 Penalty: 504.965912
	Iteration 0F: 3 clusters Score -10678.37 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10804.832031 Penalty: 504.965912
	Iteration 1F: 3 clusters Score -10804.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10881.410156 Penalty: 504.965912
	Iteration 2F: 3 clusters Score -10881.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10965.146484 Penalty: 504.965912
	Iteration 3F: 3 clusters Score -10965.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11013.791016 Penalty: 504.965912
	Iteration 4F: 3 clusters Score -11013.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11022.486328 Penalty: 504.965912
	Iteration 5Q: 3 clusters Score -11022.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11026.934570 Penalty: 504.965912
	Iteration 6Q: 3 clusters Score -11026.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11033.113281 Penalty: 504.965912
	Iteration 7Q: 3 clusters Score -11033.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11046.237305 Penalty: 504.965912
	Iteration 8Q: 3 clusters Score -11046.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11049.092773 Penalty: 504.965912
	Iteration 9Q: 3 clusters Score -11049.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11049.092773 Penalty: 504.965912
	Iteration 10F: 3 clusters Score -11049.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 3057 members 
Mstep: Class 3 contains 36184 members 
Mstep: Class 4 contains 2096 members 
Mstep: Class 5 contains 80663 members 
Mstep: Class 6 contains 13656 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 24472 members 
Mstep: Class 11 contains 73327 members 
Mstep: Class 12 contains 17073 members 
Mstep: Class 13 contains 74490 members 
Mstep: Class 14 contains 17500 members 
Mstep: Class 15 contains 84092 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 16103 members 
Mstep: Class 18 contains 74653 members 
Mstep: Class 19 contains 97899 members 
Mstep: Class 20 contains 125764 members 
Mstep: Class 21 contains 47535 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 44055 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2914 members 
Mstep: Class 27 contains 10701 members 
Mstep: Class 28 contains 5962 members 
Mstep: Class 29 contains 147712 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3440 members 
Mstep: Class 32 contains 14392 members 
Mstep: Class 33 contains 9564 members 
Mstep: Class 34 contains 91480 members 
Mstep: Class 35 contains 200 members 
Mstep: Class 36 contains 91790 members 
Mstep: Class 37 contains 87214 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2255 members 
Mstep: Class 40 contains 73550 members 
Mstep: Class 41 contains 4693 members 
Mstep: Class 42 contains 23393 members 
Mstep: Class 43 contains 161704 members 
Mstep: Class 44 contains 1946 members 
Mstep: Class 45 contains 24225 members 
Mstep: Class 46 contains 37892 members 
Mstep: Class 47 contains 57 members 
Entering Unmasked Estep 
Score: -87429992.000000 Penalty: 30716.982422
Splitting cluster 35 changes total score from -87430280.000000 to -87429992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (91790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91790 members 
Entering Unmasked Estep 
Score: -5042426.500000 Penalty: 519.940247
	Iteration 0F: 2 clusters Score -5042426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -4981709.000000 Penalty: 1039.880493
	Iteration 0F: 3 clusters Score -4981709 nChanged 44726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -5008568.500000 Penalty: 1039.880493
	Iteration 1F: 3 clusters Score -5008568 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5009125.000000 Penalty: 1039.880493
	Iteration 2Q: 3 clusters Score -5009125 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -5009740.000000 Penalty: 1039.880493
	Iteration 3Q: 3 clusters Score -5009740 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -5010497.500000 Penalty: 1039.880493
	Iteration 4Q: 3 clusters Score -5010498 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -5011560.000000 Penalty: 1039.880493
	Iteration 5Q: 3 clusters Score -5011560 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -5013378.500000 Penalty: 1039.880493
	Iteration 6Q: 3 clusters Score -5013378 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -5016594.000000 Penalty: 1039.880493
	Iteration 7F: 3 clusters Score -5016594 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -5021490.500000 Penalty: 1039.880493
	Iteration 8F: 3 clusters Score -5021490 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -5027763.000000 Penalty: 1039.880493
	Iteration 9F: 3 clusters Score -5027763 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -5033876.500000 Penalty: 1039.880493
	Iteration 10F: 3 clusters Score -5033876 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -5038121.500000 Penalty: 1039.880493
	Iteration 11F: 3 clusters Score -5038122 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -5040196.000000 Penalty: 1039.880493
	Iteration 12Q: 3 clusters Score -5040196 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5041133.000000 Penalty: 1039.880493
	Iteration 13Q: 3 clusters Score -5041133 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91101 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5041560.500000 Penalty: 1039.880493
	Iteration 14Q: 3 clusters Score -5041560 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5041777.500000 Penalty: 1039.880493
	Iteration 15Q: 3 clusters Score -5041778 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5041883.000000 Penalty: 1039.880493
	Iteration 16Q: 3 clusters Score -5041883 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -5041944.000000 Penalty: 1039.880493
	Iteration 17Q: 3 clusters Score -5041944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91633 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5041980.500000 Penalty: 1039.880493
	Iteration 18Q: 3 clusters Score -5041980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5041988.000000 Penalty: 1039.880493
	Iteration 19Q: 3 clusters Score -5041988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5041999.500000 Penalty: 1039.880493
	Iteration 20F: 3 clusters Score -5042000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5042009.000000 Penalty: 1039.880493
	Iteration 21Q: 3 clusters Score -5042009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5042011.500000 Penalty: 1039.880493
	Iteration 22Q: 3 clusters Score -5042012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5042018.000000 Penalty: 1039.880493
	Iteration 23Q: 3 clusters Score -5042018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5042017.000000 Penalty: 1039.880493
	Iteration 24Q: 3 clusters Score -5042017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91663 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5042019.500000 Penalty: 1039.880493
	Iteration 25Q: 3 clusters Score -5042020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91664 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5042023.000000 Penalty: 1039.880493
	Iteration 26Q: 3 clusters Score -5042023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91665 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5042021.500000 Penalty: 1039.880493
	Iteration 27Q: 3 clusters Score -5042022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5042020.500000 Penalty: 1039.880493
	Iteration 28Q: 3 clusters Score -5042020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5042025.500000 Penalty: 1039.880493
	Iteration 29Q: 3 clusters Score -5042026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5042025.500000 Penalty: 1039.880493
	Iteration 30F: 3 clusters Score -5042026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (87214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Entering Unmasked Estep 
Score: -4855690.000000 Penalty: 517.613464
	Iteration 0F: 2 clusters Score -4855690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -4797691.500000 Penalty: 1035.226929
	Iteration 0F: 3 clusters Score -4797692 nChanged 42482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -4822625.500000 Penalty: 1035.226929
	Iteration 1F: 3 clusters Score -4822626 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -4823165.000000 Penalty: 1035.226929
	Iteration 2Q: 3 clusters Score -4823165 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4823981.500000 Penalty: 1035.226929
	Iteration 3Q: 3 clusters Score -4823982 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -4825598.500000 Penalty: 1035.226929
	Iteration 4Q: 3 clusters Score -4825598 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -4828798.500000 Penalty: 1035.226929
	Iteration 5F: 3 clusters Score -4828798 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -4834468.000000 Penalty: 1035.226929
	Iteration 6F: 3 clusters Score -4834468 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -4842094.500000 Penalty: 1035.226929
	Iteration 7F: 3 clusters Score -4842094 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -4849010.500000 Penalty: 1035.226929
	Iteration 8F: 3 clusters Score -4849010 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4852826.000000 Penalty: 1035.226929
	Iteration 9Q: 3 clusters Score -4852826 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86042 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4854351.500000 Penalty: 1035.226929
	Iteration 10Q: 3 clusters Score -4854352 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86505 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4854864.500000 Penalty: 1035.226929
	Iteration 11Q: 3 clusters Score -4854864 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4855047.000000 Penalty: 1035.226929
	Iteration 12Q: 3 clusters Score -4855047 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4855122.500000 Penalty: 1035.226929
	Iteration 13Q: 3 clusters Score -4855122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4855161.500000 Penalty: 1035.226929
	Iteration 14Q: 3 clusters Score -4855162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86783 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4855191.000000 Penalty: 1035.226929
	Iteration 15Q: 3 clusters Score -4855191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86802 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4855217.000000 Penalty: 1035.226929
	Iteration 16Q: 3 clusters Score -4855217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4855241.000000 Penalty: 1035.226929
	Iteration 17Q: 3 clusters Score -4855241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4855241.000000 Penalty: 1035.226929
	Iteration 18Q: 3 clusters Score -4855241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86820 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4855252.500000 Penalty: 1035.226929
	Iteration 19Q: 3 clusters Score -4855252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86825 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4855255.500000 Penalty: 1035.226929
	Iteration 20F: 3 clusters Score -4855256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86832 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4855264.000000 Penalty: 1035.226929
	Iteration 21Q: 3 clusters Score -4855264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86834 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4855261.500000 Penalty: 1035.226929
	Iteration 22Q: 3 clusters Score -4855262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4855266.500000 Penalty: 1035.226929
	Iteration 23Q: 3 clusters Score -4855266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4855271.000000 Penalty: 1035.226929
	Iteration 24Q: 3 clusters Score -4855271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86847 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4855274.000000 Penalty: 1035.226929
	Iteration 25Q: 3 clusters Score -4855274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4855276.000000 Penalty: 1035.226929
	Iteration 26Q: 3 clusters Score -4855276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86856 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4855281.000000 Penalty: 1035.226929
	Iteration 27Q: 3 clusters Score -4855281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4855283.500000 Penalty: 1035.226929
	Iteration 28Q: 3 clusters Score -4855284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4855287.500000 Penalty: 1035.226929
	Iteration 29Q: 3 clusters Score -4855288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4855290.000000 Penalty: 1035.226929
	Iteration 30Q: 3 clusters Score -4855290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4855287.000000 Penalty: 1035.226929
	Iteration 31Q: 3 clusters Score -4855287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4855287.000000 Penalty: 1035.226929
	Iteration 32F: 3 clusters Score -4855287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -27446.376953 Penalty: 284.373871
	Iteration 0F: 2 clusters Score -27446.38 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 265 members 
Entering Unmasked Estep 
Score: -26965.001953 Penalty: 568.747742
	Iteration 0F: 3 clusters Score -26965 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -27086.470703 Penalty: 568.747742
	Iteration 1F: 3 clusters Score -27086.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27111.423828 Penalty: 568.747742
	Iteration 2F: 3 clusters Score -27111.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -27132.298828 Penalty: 568.747742
	Iteration 3Q: 3 clusters Score -27132.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -27146.453125 Penalty: 568.747742
	Iteration 4Q: 3 clusters Score -27146.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27152.703125 Penalty: 568.747742
	Iteration 5Q: 3 clusters Score -27152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -27155.822266 Penalty: 568.747742
	Iteration 6Q: 3 clusters Score -27155.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27157.562500 Penalty: 568.747742
	Iteration 7Q: 3 clusters Score -27157.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27159.394531 Penalty: 568.747742
	Iteration 8Q: 3 clusters Score -27159.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -27159.394531 Penalty: 568.747742
	Iteration 9F: 3 clusters Score -27159.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -109785.789062 Penalty: 351.301178
	Iteration 0F: 2 clusters Score -109785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -108194.992188 Penalty: 702.602356
	Iteration 0F: 3 clusters Score -108195 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -108718.367188 Penalty: 702.602356
	Iteration 1F: 3 clusters Score -108718.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -108848.242188 Penalty: 702.602356
	Iteration 2F: 3 clusters Score -108848.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -109006.078125 Penalty: 702.602356
	Iteration 3F: 3 clusters Score -109006.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -109169.164062 Penalty: 702.602356
	Iteration 4F: 3 clusters Score -109169.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -109293.796875 Penalty: 702.602356
	Iteration 5F: 3 clusters Score -109293.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -109368.335938 Penalty: 702.602356
	Iteration 6Q: 3 clusters Score -109368.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -109433.984375 Penalty: 702.602356
	Iteration 7Q: 3 clusters Score -109434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -109488.617188 Penalty: 702.602356
	Iteration 8Q: 3 clusters Score -109488.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -109525.906250 Penalty: 702.602356
	Iteration 9Q: 3 clusters Score -109525.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -109549.921875 Penalty: 702.602356
	Iteration 10Q: 3 clusters Score -109549.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -109558.289062 Penalty: 702.602356
	Iteration 11Q: 3 clusters Score -109558.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -109565.398438 Penalty: 702.602356
	Iteration 12Q: 3 clusters Score -109565.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -109568.390625 Penalty: 702.602356
	Iteration 13Q: 3 clusters Score -109568.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -109570.164062 Penalty: 702.602356
	Iteration 14Q: 3 clusters Score -109570.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -109573.960938 Penalty: 702.602356
	Iteration 15Q: 3 clusters Score -109574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -109578.601562 Penalty: 702.602356
	Iteration 16Q: 3 clusters Score -109578.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -109582.085938 Penalty: 702.602356
	Iteration 17Q: 3 clusters Score -109582.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -109584.929688 Penalty: 702.602356
	Iteration 18Q: 3 clusters Score -109584.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109586.023438 Penalty: 702.602356
	Iteration 19Q: 3 clusters Score -109586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -109586.148438 Penalty: 702.602356
	Iteration 20F: 3 clusters Score -109586.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (73550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73550 members 
Entering Unmasked Estep 
Score: -3866780.500000 Penalty: 509.860291
	Iteration 0F: 2 clusters Score -3866780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -3817493.750000 Penalty: 1019.720581
	Iteration 0F: 3 clusters Score -3817494 nChanged 35896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3840252.750000 Penalty: 1019.720581
	Iteration 1F: 3 clusters Score -3840253 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3842719.250000 Penalty: 1019.720581
	Iteration 2F: 3 clusters Score -3842719 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3846531.500000 Penalty: 1019.720581
	Iteration 3F: 3 clusters Score -3846532 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -3851418.000000 Penalty: 1019.720581
	Iteration 4F: 3 clusters Score -3851418 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3855943.000000 Penalty: 1019.720581
	Iteration 5F: 3 clusters Score -3855943 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3858883.250000 Penalty: 1019.720581
	Iteration 6Q: 3 clusters Score -3858883 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3860715.250000 Penalty: 1019.720581
	Iteration 7Q: 3 clusters Score -3860715 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3861881.000000 Penalty: 1019.720581
	Iteration 8Q: 3 clusters Score -3861881 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3862794.000000 Penalty: 1019.720581
	Iteration 9Q: 3 clusters Score -3862794 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3863566.500000 Penalty: 1019.720581
	Iteration 10Q: 3 clusters Score -3863566 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3864154.500000 Penalty: 1019.720581
	Iteration 11Q: 3 clusters Score -3864154 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -3864649.750000 Penalty: 1019.720581
	Iteration 12Q: 3 clusters Score -3864650 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3865059.500000 Penalty: 1019.720581
	Iteration 13Q: 3 clusters Score -3865060 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71073 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3865400.500000 Penalty: 1019.720581
	Iteration 14Q: 3 clusters Score -3865400 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3865622.500000 Penalty: 1019.720581
	Iteration 15Q: 3 clusters Score -3865622 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3865820.000000 Penalty: 1019.720581
	Iteration 16Q: 3 clusters Score -3865820 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3865922.000000 Penalty: 1019.720581
	Iteration 17Q: 3 clusters Score -3865922 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72346 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3866029.000000 Penalty: 1019.720581
	Iteration 18Q: 3 clusters Score -3866029 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72526 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3866131.750000 Penalty: 1019.720581
	Iteration 19Q: 3 clusters Score -3866132 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3866202.750000 Penalty: 1019.720581
	Iteration 20F: 3 clusters Score -3866203 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3866251.000000 Penalty: 1019.720581
	Iteration 21Q: 3 clusters Score -3866251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3866277.000000 Penalty: 1019.720581
	Iteration 22Q: 3 clusters Score -3866277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3866295.500000 Penalty: 1019.720581
	Iteration 23Q: 3 clusters Score -3866296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3866314.750000 Penalty: 1019.720581
	Iteration 24Q: 3 clusters Score -3866315 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3866330.750000 Penalty: 1019.720581
	Iteration 25Q: 3 clusters Score -3866331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3866343.250000 Penalty: 1019.720581
	Iteration 26Q: 3 clusters Score -3866343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3866356.500000 Penalty: 1019.720581
	Iteration 27Q: 3 clusters Score -3866356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3866364.000000 Penalty: 1019.720581
	Iteration 28Q: 3 clusters Score -3866364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3866371.750000 Penalty: 1019.720581
	Iteration 29Q: 3 clusters Score -3866372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3866382.000000 Penalty: 1019.720581
	Iteration 30Q: 3 clusters Score -3866382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3866394.750000 Penalty: 1019.720581
	Iteration 31Q: 3 clusters Score -3866395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3866403.250000 Penalty: 1019.720581
	Iteration 32Q: 3 clusters Score -3866403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3866403.750000 Penalty: 1019.720581
	Iteration 33Q: 3 clusters Score -3866404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3866413.500000 Penalty: 1019.720581
	Iteration 34Q: 3 clusters Score -3866414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3866416.250000 Penalty: 1019.720581
	Iteration 35Q: 3 clusters Score -3866416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3866414.000000 Penalty: 1019.720581
	Iteration 36Q: 3 clusters Score -3866414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3866418.000000 Penalty: 1019.720581
	Iteration 37Q: 3 clusters Score -3866418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73164 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3866418.250000 Penalty: 1019.720581
	Iteration 38Q: 3 clusters Score -3866418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3866417.750000 Penalty: 1019.720581
	Iteration 39Q: 3 clusters Score -3866418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73173 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3866415.750000 Penalty: 1019.720581
	Iteration 40F: 3 clusters Score -3866416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3866415.750000 Penalty: 1019.720581
	Iteration 41Q: 3 clusters Score -3866416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3866426.500000 Penalty: 1019.720581
	Iteration 42Q: 3 clusters Score -3866426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3866429.500000 Penalty: 1019.720581
	Iteration 43Q: 3 clusters Score -3866430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73191 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3866427.500000 Penalty: 1019.720581
	Iteration 44Q: 3 clusters Score -3866428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3866431.000000 Penalty: 1019.720581
	Iteration 45Q: 3 clusters Score -3866431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3866428.250000 Penalty: 1019.720581
	Iteration 46Q: 3 clusters Score -3866428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73200 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3866431.500000 Penalty: 1019.720581
	Iteration 47Q: 3 clusters Score -3866432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3866434.000000 Penalty: 1019.720581
	Iteration 48Q: 3 clusters Score -3866434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3866435.250000 Penalty: 1019.720581
	Iteration 49Q: 3 clusters Score -3866435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3866436.000000 Penalty: 1019.720581
	Iteration 50Q: 3 clusters Score -3866436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3866438.500000 Penalty: 1019.720581
	Iteration 51Q: 3 clusters Score -3866438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3866443.500000 Penalty: 1019.720581
	Iteration 52Q: 3 clusters Score -3866444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73205 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3866444.750000 Penalty: 1019.720581
	Iteration 53Q: 3 clusters Score -3866445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3866448.000000 Penalty: 1019.720581
	Iteration 54Q: 3 clusters Score -3866448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3866448.000000 Penalty: 1019.720581
	Iteration 55F: 3 clusters Score -3866448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -244997.281250 Penalty: 384.649109
	Iteration 0F: 2 clusters Score -244997.3 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 2302 members 
Entering Unmasked Estep 
Score: -241808.718750 Penalty: 769.298218
	Iteration 0F: 3 clusters Score -241808.7 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -242974.062500 Penalty: 769.298218
	Iteration 1F: 3 clusters Score -242974.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -243090.953125 Penalty: 769.298218
	Iteration 2F: 3 clusters Score -243091 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -243246.015625 Penalty: 769.298218
	Iteration 3F: 3 clusters Score -243246 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -243416.437500 Penalty: 769.298218
	Iteration 4F: 3 clusters Score -243416.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -243596.734375 Penalty: 769.298218
	Iteration 5F: 3 clusters Score -243596.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -243811.781250 Penalty: 769.298218
	Iteration 6F: 3 clusters Score -243811.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -243994.187500 Penalty: 769.298218
	Iteration 7Q: 3 clusters Score -243994.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -244149.468750 Penalty: 769.298218
	Iteration 8Q: 3 clusters Score -244149.5 nChanged 136
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: -244247.968750 Penalty: 769.298218
	Iteration 9Q: 3 clusters Score -244248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -244303.859375 Penalty: 769.298218
	Iteration 10Q: 3 clusters Score -244303.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -244357.437500 Penalty: 769.298218
	Iteration 11Q: 3 clusters Score -244357.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -244404.375000 Penalty: 769.298218
	Iteration 12Q: 3 clusters Score -244404.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -244463.828125 Penalty: 769.298218
	Iteration 13Q: 3 clusters Score -244463.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -244519.781250 Penalty: 769.298218
	Iteration 14Q: 3 clusters Score -244519.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -244563.046875 Penalty: 769.298218
	Iteration 15Q: 3 clusters Score -244563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -244601.234375 Penalty: 769.298218
	Iteration 16Q: 3 clusters Score -244601.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -244624.953125 Penalty: 769.298218
	Iteration 17Q: 3 clusters Score -244625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -244632.515625 Penalty: 769.298218
	Iteration 18Q: 3 clusters Score -244632.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -244636.390625 Penalty: 769.298218
	Iteration 19Q: 3 clusters Score -244636.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -244639.437500 Penalty: 769.298218
	Iteration 20F: 3 clusters Score -244639.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -244643.578125 Penalty: 769.298218
	Iteration 21Q: 3 clusters Score -244643.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -244647.234375 Penalty: 769.298218
	Iteration 22Q: 3 clusters Score -244647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -244649.921875 Penalty: 769.298218
	Iteration 23Q: 3 clusters Score -244649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -244651.109375 Penalty: 769.298218
	Iteration 24Q: 3 clusters Score -244651.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -244654.093750 Penalty: 769.298218
	Iteration 25Q: 3 clusters Score -244654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -244656.703125 Penalty: 769.298218
	Iteration 26Q: 3 clusters Score -244656.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -244659.156250 Penalty: 769.298218
	Iteration 27Q: 3 clusters Score -244659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -244662.375000 Penalty: 769.298218
	Iteration 28Q: 3 clusters Score -244662.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -244664.078125 Penalty: 769.298218
	Iteration 29Q: 3 clusters Score -244664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -244665.656250 Penalty: 769.298218
	Iteration 30Q: 3 clusters Score -244665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -244667.750000 Penalty: 769.298218
	Iteration 31Q: 3 clusters Score -244667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -244668.906250 Penalty: 769.298218
	Iteration 32Q: 3 clusters Score -244668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -244668.906250 Penalty: 769.298218
	Iteration 33F: 3 clusters Score -244668.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (23393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Entering Unmasked Estep 
Score: -1298057.750000 Penalty: 457.738739
	Iteration 0F: 2 clusters Score -1298058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1282359.750000 Penalty: 915.477478
	Iteration 0F: 3 clusters Score -1282360 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1289077.125000 Penalty: 915.477478
	Iteration 1F: 3 clusters Score -1289077 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1289574.625000 Penalty: 915.477478
	Iteration 2F: 3 clusters Score -1289575 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1290234.125000 Penalty: 915.477478
	Iteration 3F: 3 clusters Score -1290234 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1291098.875000 Penalty: 915.477478
	Iteration 4F: 3 clusters Score -1291099 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1292230.125000 Penalty: 915.477478
	Iteration 5F: 3 clusters Score -1292230 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1293354.375000 Penalty: 915.477478
	Iteration 6F: 3 clusters Score -1293354 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1293914.750000 Penalty: 915.477478
	Iteration 7Q: 3 clusters Score -1293915 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1294153.375000 Penalty: 915.477478
	Iteration 8Q: 3 clusters Score -1294153 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1294285.250000 Penalty: 915.477478
	Iteration 9Q: 3 clusters Score -1294285 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1294450.500000 Penalty: 915.477478
	Iteration 10Q: 3 clusters Score -1294450 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1294625.500000 Penalty: 915.477478
	Iteration 11Q: 3 clusters Score -1294626 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1294819.750000 Penalty: 915.477478
	Iteration 12Q: 3 clusters Score -1294820 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1294975.750000 Penalty: 915.477478
	Iteration 13Q: 3 clusters Score -1294976 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1295123.750000 Penalty: 915.477478
	Iteration 14Q: 3 clusters Score -1295124 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1295272.125000 Penalty: 915.477478
	Iteration 15Q: 3 clusters Score -1295272 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1295409.375000 Penalty: 915.477478
	Iteration 16Q: 3 clusters Score -1295409 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1295541.250000 Penalty: 915.477478
	Iteration 17Q: 3 clusters Score -1295541 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1295686.375000 Penalty: 915.477478
	Iteration 18Q: 3 clusters Score -1295686 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1295828.875000 Penalty: 915.477478
	Iteration 19Q: 3 clusters Score -1295829 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1295974.750000 Penalty: 915.477478
	Iteration 20F: 3 clusters Score -1295975 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1296112.375000 Penalty: 915.477478
	Iteration 21Q: 3 clusters Score -1296112 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1296236.500000 Penalty: 915.477478
	Iteration 22Q: 3 clusters Score -1296236 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1296344.000000 Penalty: 915.477478
	Iteration 23Q: 3 clusters Score -1296344 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1296445.750000 Penalty: 915.477478
	Iteration 24Q: 3 clusters Score -1296446 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1296539.000000 Penalty: 915.477478
	Iteration 25Q: 3 clusters Score -1296539 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1296627.250000 Penalty: 915.477478
	Iteration 26Q: 3 clusters Score -1296627 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1296709.250000 Penalty: 915.477478
	Iteration 27Q: 3 clusters Score -1296709 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1296786.625000 Penalty: 915.477478
	Iteration 28Q: 3 clusters Score -1296787 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1296884.750000 Penalty: 915.477478
	Iteration 29Q: 3 clusters Score -1296885 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1296991.875000 Penalty: 915.477478
	Iteration 30Q: 3 clusters Score -1296992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1297082.250000 Penalty: 915.477478
	Iteration 31Q: 3 clusters Score -1297082 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1297156.250000 Penalty: 915.477478
	Iteration 32Q: 3 clusters Score -1297156 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1297218.625000 Penalty: 915.477478
	Iteration 33Q: 3 clusters Score -1297219 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1297289.875000 Penalty: 915.477478
	Iteration 34Q: 3 clusters Score -1297290 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1297341.500000 Penalty: 915.477478
	Iteration 35Q: 3 clusters Score -1297342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1297369.750000 Penalty: 915.477478
	Iteration 36Q: 3 clusters Score -1297370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1297401.500000 Penalty: 915.477478
	Iteration 37Q: 3 clusters Score -1297402 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1297438.000000 Penalty: 915.477478
	Iteration 38Q: 3 clusters Score -1297438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1297464.500000 Penalty: 915.477478
	Iteration 39Q: 3 clusters Score -1297464 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1297499.375000 Penalty: 915.477478
	Iteration 40F: 3 clusters Score -1297499 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1297532.000000 Penalty: 915.477478
	Iteration 41Q: 3 clusters Score -1297532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1297562.375000 Penalty: 915.477478
	Iteration 42Q: 3 clusters Score -1297562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1297575.500000 Penalty: 915.477478
	Iteration 43Q: 3 clusters Score -1297576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1297583.250000 Penalty: 915.477478
	Iteration 44Q: 3 clusters Score -1297583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1297591.500000 Penalty: 915.477478
	Iteration 45Q: 3 clusters Score -1297592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1297599.500000 Penalty: 915.477478
	Iteration 46Q: 3 clusters Score -1297600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1297605.000000 Penalty: 915.477478
	Iteration 47Q: 3 clusters Score -1297605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1297606.250000 Penalty: 915.477478
	Iteration 48Q: 3 clusters Score -1297606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1297609.250000 Penalty: 915.477478
	Iteration 49Q: 3 clusters Score -1297609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1297612.500000 Penalty: 915.477478
	Iteration 50Q: 3 clusters Score -1297612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1297615.750000 Penalty: 915.477478
	Iteration 51Q: 3 clusters Score -1297616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1297619.625000 Penalty: 915.477478
	Iteration 52Q: 3 clusters Score -1297620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1297623.875000 Penalty: 915.477478
	Iteration 53Q: 3 clusters Score -1297624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1297626.250000 Penalty: 915.477478
	Iteration 54Q: 3 clusters Score -1297626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1297630.250000 Penalty: 915.477478
	Iteration 55Q: 3 clusters Score -1297630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1297633.125000 Penalty: 915.477478
	Iteration 56Q: 3 clusters Score -1297633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1297633.750000 Penalty: 915.477478
	Iteration 57Q: 3 clusters Score -1297634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1297634.625000 Penalty: 915.477478
	Iteration 58Q: 3 clusters Score -1297635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1297635.875000 Penalty: 915.477478
	Iteration 59Q: 3 clusters Score -1297636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1297637.500000 Penalty: 915.477478
	Iteration 60F: 3 clusters Score -1297638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1297639.125000 Penalty: 915.477478
	Iteration 61Q: 3 clusters Score -1297639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1297639.250000 Penalty: 915.477478
	Iteration 62Q: 3 clusters Score -1297639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1297639.250000 Penalty: 915.477478
	Iteration 63F: 3 clusters Score -1297639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (161704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161704 members 
Entering Unmasked Estep 
Score: -8391977.000000 Penalty: 545.705261
	Iteration 0F: 2 clusters Score -8391977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -8283808.500000 Penalty: 1091.410522
	Iteration 0F: 3 clusters Score -8283808 nChanged 79212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 83086 members 
Entering Unmasked Estep 
Score: -8332627.000000 Penalty: 1091.410522
	Iteration 1F: 3 clusters Score -8332627 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -8334871.000000 Penalty: 1091.410522
	Iteration 2Q: 3 clusters Score -8334871 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 85688 members 
Entering Unmasked Estep 
Score: -8338525.500000 Penalty: 1091.410522
	Iteration 3Q: 3 clusters Score -8338526 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 87428 members 
Entering Unmasked Estep 
Score: -8344763.500000 Penalty: 1091.410522
	Iteration 4F: 3 clusters Score -8344764 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 88980 members 
Entering Unmasked Estep 
Score: -8354405.000000 Penalty: 1091.410522
	Iteration 5F: 3 clusters Score -8354405 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 90092 members 
Entering Unmasked Estep 
Score: -8364346.500000 Penalty: 1091.410522
	Iteration 6F: 3 clusters Score -8364346 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -8369521.000000 Penalty: 1091.410522
	Iteration 7F: 3 clusters Score -8369521 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -8371473.000000 Penalty: 1091.410522
	Iteration 8Q: 3 clusters Score -8371473 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 91092 members 
Entering Unmasked Estep 
Score: -8372702.000000 Penalty: 1091.410522
	Iteration 9Q: 3 clusters Score -8372702 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -8373771.500000 Penalty: 1091.410522
	Iteration 10Q: 3 clusters Score -8373772 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -8374919.500000 Penalty: 1091.410522
	Iteration 11Q: 3 clusters Score -8374920 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -8376026.000000 Penalty: 1091.410522
	Iteration 12Q: 3 clusters Score -8376026 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 88924 members 
Entering Unmasked Estep 
Score: -8377378.000000 Penalty: 1091.410522
	Iteration 13Q: 3 clusters Score -8377378 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -8378702.000000 Penalty: 1091.410522
	Iteration 14Q: 3 clusters Score -8378702 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -8380088.500000 Penalty: 1091.410522
	Iteration 15Q: 3 clusters Score -8380088 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -8381160.000000 Penalty: 1091.410522
	Iteration 16Q: 3 clusters Score -8381160 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -8382117.000000 Penalty: 1091.410522
	Iteration 17Q: 3 clusters Score -8382117 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -8382716.500000 Penalty: 1091.410522
	Iteration 18Q: 3 clusters Score -8382716 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -8383249.000000 Penalty: 1091.410522
	Iteration 19Q: 3 clusters Score -8383249 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
Score: -8383708.500000 Penalty: 1091.410522
	Iteration 20F: 3 clusters Score -8383708 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -8384198.000000 Penalty: 1091.410522
	Iteration 21Q: 3 clusters Score -8384198 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -8384499.500000 Penalty: 1091.410522
	Iteration 22Q: 3 clusters Score -8384500 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -8384729.500000 Penalty: 1091.410522
	Iteration 23Q: 3 clusters Score -8384730 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87307 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -8385032.000000 Penalty: 1091.410522
	Iteration 24Q: 3 clusters Score -8385032 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -8385324.500000 Penalty: 1091.410522
	Iteration 25Q: 3 clusters Score -8385324 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -8385575.500000 Penalty: 1091.410522
	Iteration 26Q: 3 clusters Score -8385576 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91388 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -8385814.500000 Penalty: 1091.410522
	Iteration 27Q: 3 clusters Score -8385814 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92778 members 
Mstep: Class 2 contains 68926 members 
Entering Unmasked Estep 
Score: -8386032.500000 Penalty: 1091.410522
	Iteration 28Q: 3 clusters Score -8386032 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -8386254.000000 Penalty: 1091.410522
	Iteration 29Q: 3 clusters Score -8386254 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
Score: -8386444.000000 Penalty: 1091.410522
	Iteration 30Q: 3 clusters Score -8386444 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -8386601.500000 Penalty: 1091.410522
	Iteration 31Q: 3 clusters Score -8386602 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97719 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -8386707.500000 Penalty: 1091.410522
	Iteration 32Q: 3 clusters Score -8386708 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98789 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -8386842.500000 Penalty: 1091.410522
	Iteration 33Q: 3 clusters Score -8386842 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -8386963.500000 Penalty: 1091.410522
	Iteration 34Q: 3 clusters Score -8386964 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100884 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -8387101.500000 Penalty: 1091.410522
	Iteration 35Q: 3 clusters Score -8387102 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -8387262.500000 Penalty: 1091.410522
	Iteration 36Q: 3 clusters Score -8387262 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102902 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -8387393.000000 Penalty: 1091.410522
	Iteration 37Q: 3 clusters Score -8387393 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -8387529.500000 Penalty: 1091.410522
	Iteration 38Q: 3 clusters Score -8387530 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -8387631.500000 Penalty: 1091.410522
	Iteration 39Q: 3 clusters Score -8387632 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -8387742.000000 Penalty: 1091.410522
	Iteration 40F: 3 clusters Score -8387742 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106869 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -8387909.000000 Penalty: 1091.410522
	Iteration 41Q: 3 clusters Score -8387909 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107819 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -8388004.000000 Penalty: 1091.410522
	Iteration 42Q: 3 clusters Score -8388004 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108750 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -8388154.000000 Penalty: 1091.410522
	Iteration 43Q: 3 clusters Score -8388154 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -8388296.500000 Penalty: 1091.410522
	Iteration 44Q: 3 clusters Score -8388296 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110509 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -8388394.000000 Penalty: 1091.410522
	Iteration 45Q: 3 clusters Score -8388394 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111346 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -8388506.500000 Penalty: 1091.410522
	Iteration 46Q: 3 clusters Score -8388506 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112176 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -8388559.500000 Penalty: 1091.410522
	Iteration 47Q: 3 clusters Score -8388560 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -8388663.000000 Penalty: 1091.410522
	Iteration 48Q: 3 clusters Score -8388663 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113717 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -8388746.000000 Penalty: 1091.410522
	Iteration 49Q: 3 clusters Score -8388746 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -8388878.000000 Penalty: 1091.410522
	Iteration 50Q: 3 clusters Score -8388878 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115296 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -8388961.000000 Penalty: 1091.410522
	Iteration 51Q: 3 clusters Score -8388961 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116133 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -8389070.000000 Penalty: 1091.410522
	Iteration 52Q: 3 clusters Score -8389070 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116933 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -8389161.000000 Penalty: 1091.410522
	Iteration 53Q: 3 clusters Score -8389161 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117739 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -8389293.000000 Penalty: 1091.410522
	Iteration 54Q: 3 clusters Score -8389293 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118545 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -8389402.000000 Penalty: 1091.410522
	Iteration 55Q: 3 clusters Score -8389402 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119388 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -8389490.000000 Penalty: 1091.410522
	Iteration 56Q: 3 clusters Score -8389490 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120198 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -8389622.000000 Penalty: 1091.410522
	Iteration 57Q: 3 clusters Score -8389622 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120963 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -8389716.000000 Penalty: 1091.410522
	Iteration 58Q: 3 clusters Score -8389716 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121716 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -8389797.000000 Penalty: 1091.410522
	Iteration 59Q: 3 clusters Score -8389797 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122443 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -8389873.000000 Penalty: 1091.410522
	Iteration 60F: 3 clusters Score -8389873 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123154 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -8389951.000000 Penalty: 1091.410522
	Iteration 61Q: 3 clusters Score -8389951 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123847 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 124492 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 125127 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 125768 members 
Mstep: Class 2 contains 35936 members 
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Mstep: Class 1 contains 126372 members 
Mstep: Class 2 contains 35332 members 
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Mstep: Class 1 contains 126994 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 33595 members 
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Mstep: Class 2 contains 33077 members 
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Mstep: Class 2 contains 32595 members 
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Mstep: Class 2 contains 32153 members 
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Mstep: Class 2 contains 31709 members 
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Mstep: Class 2 contains 30074 members 
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Mstep: Class 1 contains 131998 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 132644 members 
Mstep: Class 2 contains 29060 members 
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Mstep: Class 1 contains 132934 members 
Mstep: Class 2 contains 28770 members 
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Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 133954 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 144490 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 16989 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8391510 nChanged 120
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8391538 nChanged 102
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8391544 nChanged 98
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8391580 nChanged 85
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8391572 nChanged 69
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8391587 nChanged 63
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8391615 nChanged 63
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8391628 nChanged 57
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8391651 nChanged 58
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8391656 nChanged 51
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8391655 nChanged 58
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8391706 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8391716 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148326 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8391712 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148399 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8391708 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8391707 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148531 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8391706 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148594 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8391718 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148663 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8391716 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148727 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8391728 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148780 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8391730 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148824 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8391743 nChanged 46
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Mstep: Class 1 contains 148870 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8391743 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148910 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8391752 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8391750 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148973 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8391747 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149006 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8391750 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149043 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8391751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149077 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -8391757.000000 Penalty: 1091.410522
	Iteration 210Q: 3 clusters Score -8391757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -8391771.000000 Penalty: 1091.410522
	Iteration 211Q: 3 clusters Score -8391771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149155 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -8391770.000000 Penalty: 1091.410522
	Iteration 212Q: 3 clusters Score -8391770 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149195 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -8391775.000000 Penalty: 1091.410522
	Iteration 213Q: 3 clusters Score -8391775 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149236 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8391800 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149273 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -8391804.000000 Penalty: 1091.410522
	Iteration 215Q: 3 clusters Score -8391804 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8391802 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149326 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8391804 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149351 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8391806 nChanged 27
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Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8391802 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149408 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8391804 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8391810 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149461 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8391801 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149490 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8391781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149516 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8391790 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149547 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8391786 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149577 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8391785 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149606 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8391769 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149641 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8391776 nChanged 35
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Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -8391768 nChanged 20
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Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -8391761 nChanged 7
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Mstep: Class 1 contains 149703 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8391769 nChanged 4
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Mstep: Class 1 contains 149707 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8391768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149711 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8391766 nChanged 4
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Mstep: Class 1 contains 149715 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8391768 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149720 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -8391764.000000 Penalty: 1091.410522
	Iteration 235Q: 3 clusters Score -8391764 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149727 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -8391770 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149732 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8391776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149736 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8391769 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149738 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -8391768 nChanged 3
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Mstep: Class 1 contains 149741 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -8391769 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -8391769 nChanged 0
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Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
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	Iteration 242F: 3 clusters Score -8391769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -105666.640625 Penalty: 344.595673
	Iteration 0F: 2 clusters Score -105666.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -104240.406250 Penalty: 689.191345
	Iteration 0F: 3 clusters Score -104240.4 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -104649.851562 Penalty: 689.191345
	Iteration 1F: 3 clusters Score -104649.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -104740.734375 Penalty: 689.191345
	Iteration 2F: 3 clusters Score -104740.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -104811.703125 Penalty: 689.191345
	Iteration 3F: 3 clusters Score -104811.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -104860.773438 Penalty: 689.191345
	Iteration 4Q: 3 clusters Score -104860.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -104901.593750 Penalty: 689.191345
	Iteration 5Q: 3 clusters Score -104901.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -104940.820312 Penalty: 689.191345
	Iteration 6Q: 3 clusters Score -104940.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -104984.679688 Penalty: 689.191345
	Iteration 7Q: 3 clusters Score -104984.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -105026.796875 Penalty: 689.191345
	Iteration 8Q: 3 clusters Score -105026.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -105055.445312 Penalty: 689.191345
	Iteration 9Q: 3 clusters Score -105055.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -105080.101562 Penalty: 689.191345
	Iteration 10Q: 3 clusters Score -105080.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105104.617188 Penalty: 689.191345
	Iteration 11Q: 3 clusters Score -105104.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105123.437500 Penalty: 689.191345
	Iteration 12Q: 3 clusters Score -105123.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105140.335938 Penalty: 689.191345
	Iteration 13Q: 3 clusters Score -105140.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105151.007812 Penalty: 689.191345
	Iteration 14Q: 3 clusters Score -105151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105160.679688 Penalty: 689.191345
	Iteration 15Q: 3 clusters Score -105160.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -105177.195312 Penalty: 689.191345
	Iteration 16Q: 3 clusters Score -105177.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -105202.773438 Penalty: 689.191345
	Iteration 17Q: 3 clusters Score -105202.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -105226.179688 Penalty: 689.191345
	Iteration 18Q: 3 clusters Score -105226.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -105247.007812 Penalty: 689.191345
	Iteration 19Q: 3 clusters Score -105247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -105264.742188 Penalty: 689.191345
	Iteration 20F: 3 clusters Score -105264.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -105275.953125 Penalty: 689.191345
	Iteration 21Q: 3 clusters Score -105276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -105286.382812 Penalty: 689.191345
	Iteration 22Q: 3 clusters Score -105286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -105294.312500 Penalty: 689.191345
	Iteration 23Q: 3 clusters Score -105294.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -105304.242188 Penalty: 689.191345
	Iteration 24Q: 3 clusters Score -105304.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -105310.109375 Penalty: 689.191345
	Iteration 25Q: 3 clusters Score -105310.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -105314.890625 Penalty: 689.191345
	Iteration 26Q: 3 clusters Score -105314.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -105319.250000 Penalty: 689.191345
	Iteration 27Q: 3 clusters Score -105319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -105322.664062 Penalty: 689.191345
	Iteration 28Q: 3 clusters Score -105322.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -105326.921875 Penalty: 689.191345
	Iteration 29Q: 3 clusters Score -105326.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -105331.750000 Penalty: 689.191345
	Iteration 30Q: 3 clusters Score -105331.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -105339.281250 Penalty: 689.191345
	Iteration 31Q: 3 clusters Score -105339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -105342.039062 Penalty: 689.191345
	Iteration 32Q: 3 clusters Score -105342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -105344.640625 Penalty: 689.191345
	Iteration 33Q: 3 clusters Score -105344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -105346.281250 Penalty: 689.191345
	Iteration 34Q: 3 clusters Score -105346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -105347.937500 Penalty: 689.191345
	Iteration 35Q: 3 clusters Score -105347.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -105349.359375 Penalty: 689.191345
	Iteration 36Q: 3 clusters Score -105349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -105349.359375 Penalty: 689.191345
	Iteration 37F: 3 clusters Score -105349.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (24225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Entering Unmasked Estep 
Score: -1380597.375000 Penalty: 459.328888
	Iteration 0F: 2 clusters Score -1380597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1364428.375000 Penalty: 918.657776
	Iteration 0F: 3 clusters Score -1364428 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1371094.375000 Penalty: 918.657776
	Iteration 1F: 3 clusters Score -1371094 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1371538.250000 Penalty: 918.657776
	Iteration 2Q: 3 clusters Score -1371538 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1372109.125000 Penalty: 918.657776
	Iteration 3F: 3 clusters Score -1372109 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1372965.375000 Penalty: 918.657776
	Iteration 4F: 3 clusters Score -1372965 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1374345.750000 Penalty: 918.657776
	Iteration 5F: 3 clusters Score -1374346 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1376021.125000 Penalty: 918.657776
	Iteration 6F: 3 clusters Score -1376021 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1377244.625000 Penalty: 918.657776
	Iteration 7F: 3 clusters Score -1377245 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1377817.750000 Penalty: 918.657776
	Iteration 8Q: 3 clusters Score -1377818 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1378120.875000 Penalty: 918.657776
	Iteration 9Q: 3 clusters Score -1378121 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1378353.375000 Penalty: 918.657776
	Iteration 10Q: 3 clusters Score -1378353 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1378533.250000 Penalty: 918.657776
	Iteration 11Q: 3 clusters Score -1378533 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1378690.750000 Penalty: 918.657776
	Iteration 12Q: 3 clusters Score -1378691 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1378823.875000 Penalty: 918.657776
	Iteration 13Q: 3 clusters Score -1378824 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1378972.375000 Penalty: 918.657776
	Iteration 14Q: 3 clusters Score -1378972 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1379077.625000 Penalty: 918.657776
	Iteration 15Q: 3 clusters Score -1379078 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1379152.500000 Penalty: 918.657776
	Iteration 16Q: 3 clusters Score -1379152 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1379206.625000 Penalty: 918.657776
	Iteration 17Q: 3 clusters Score -1379207 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1379240.625000 Penalty: 918.657776
	Iteration 18Q: 3 clusters Score -1379241 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1379267.625000 Penalty: 918.657776
	Iteration 19Q: 3 clusters Score -1379268 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1379283.500000 Penalty: 918.657776
	Iteration 20F: 3 clusters Score -1379284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1379294.500000 Penalty: 918.657776
	Iteration 21Q: 3 clusters Score -1379294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1379307.875000 Penalty: 918.657776
	Iteration 22Q: 3 clusters Score -1379308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1379320.625000 Penalty: 918.657776
	Iteration 23Q: 3 clusters Score -1379321 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1379323.500000 Penalty: 918.657776
	Iteration 24Q: 3 clusters Score -1379324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1379335.375000 Penalty: 918.657776
	Iteration 25Q: 3 clusters Score -1379335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1379335.625000 Penalty: 918.657776
	Iteration 26Q: 3 clusters Score -1379336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1379338.000000 Penalty: 918.657776
	Iteration 27Q: 3 clusters Score -1379338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1379342.375000 Penalty: 918.657776
	Iteration 28Q: 3 clusters Score -1379342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1379350.875000 Penalty: 918.657776
	Iteration 29Q: 3 clusters Score -1379351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1379350.375000 Penalty: 918.657776
	Iteration 30Q: 3 clusters Score -1379350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1379357.875000 Penalty: 918.657776
	Iteration 31Q: 3 clusters Score -1379358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1379367.750000 Penalty: 918.657776
	Iteration 32Q: 3 clusters Score -1379368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1379372.750000 Penalty: 918.657776
	Iteration 33Q: 3 clusters Score -1379373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1379377.625000 Penalty: 918.657776
	Iteration 34Q: 3 clusters Score -1379378 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1379382.750000 Penalty: 918.657776
	Iteration 35Q: 3 clusters Score -1379383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1379387.500000 Penalty: 918.657776
	Iteration 36Q: 3 clusters Score -1379388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1379387.375000 Penalty: 918.657776
	Iteration 37Q: 3 clusters Score -1379387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1379392.125000 Penalty: 918.657776
	Iteration 38Q: 3 clusters Score -1379392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1379396.250000 Penalty: 918.657776
	Iteration 39Q: 3 clusters Score -1379396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1379401.000000 Penalty: 918.657776
	Iteration 40F: 3 clusters Score -1379401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1379400.875000 Penalty: 918.657776
	Iteration 41Q: 3 clusters Score -1379401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1379403.750000 Penalty: 918.657776
	Iteration 42Q: 3 clusters Score -1379404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1379400.375000 Penalty: 918.657776
	Iteration 43Q: 3 clusters Score -1379400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1379398.875000 Penalty: 918.657776
	Iteration 44Q: 3 clusters Score -1379399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1379399.375000 Penalty: 918.657776
	Iteration 45Q: 3 clusters Score -1379399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1379408.125000 Penalty: 918.657776
	Iteration 46Q: 3 clusters Score -1379408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1379408.625000 Penalty: 918.657776
	Iteration 47Q: 3 clusters Score -1379409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1379408.500000 Penalty: 918.657776
	Iteration 48Q: 3 clusters Score -1379408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1379410.875000 Penalty: 918.657776
	Iteration 49Q: 3 clusters Score -1379411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1379411.250000 Penalty: 918.657776
	Iteration 50Q: 3 clusters Score -1379411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1379411.250000 Penalty: 918.657776
	Iteration 51Q: 3 clusters Score -1379411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1379411.625000 Penalty: 918.657776
	Iteration 52Q: 3 clusters Score -1379412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1379413.000000 Penalty: 918.657776
	Iteration 53Q: 3 clusters Score -1379413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1379411.250000 Penalty: 918.657776
	Iteration 54Q: 3 clusters Score -1379411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1379413.875000 Penalty: 918.657776
	Iteration 55Q: 3 clusters Score -1379414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1379411.750000 Penalty: 918.657776
	Iteration 56Q: 3 clusters Score -1379412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1379410.750000 Penalty: 918.657776
	Iteration 57Q: 3 clusters Score -1379411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1379410.000000 Penalty: 918.657776
	Iteration 58Q: 3 clusters Score -1379410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1379411.125000 Penalty: 918.657776
	Iteration 59Q: 3 clusters Score -1379411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1379410.125000 Penalty: 918.657776
	Iteration 60F: 3 clusters Score -1379410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1379410.375000 Penalty: 918.657776
	Iteration 61Q: 3 clusters Score -1379410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1379409.875000 Penalty: 918.657776
	Iteration 62Q: 3 clusters Score -1379410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1379409.125000 Penalty: 918.657776
	Iteration 63Q: 3 clusters Score -1379409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1379410.250000 Penalty: 918.657776
	Iteration 64Q: 3 clusters Score -1379410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1379410.250000 Penalty: 918.657776
	Iteration 65Q: 3 clusters Score -1379410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1379411.750000 Penalty: 918.657776
	Iteration 66Q: 3 clusters Score -1379412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1379411.750000 Penalty: 918.657776
	Iteration 67F: 3 clusters Score -1379412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (37892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Entering Unmasked Estep 
Score: -2093549.000000 Penalty: 479.683563
	Iteration 0F: 2 clusters Score -2093549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2068301.625000 Penalty: 959.367126
	Iteration 0F: 3 clusters Score -2068302 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -2078937.250000 Penalty: 959.367126
	Iteration 1F: 3 clusters Score -2078937 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2079463.625000 Penalty: 959.367126
	Iteration 2Q: 3 clusters Score -2079464 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2080264.375000 Penalty: 959.367126
	Iteration 3Q: 3 clusters Score -2080264 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2081648.625000 Penalty: 959.367126
	Iteration 4F: 3 clusters Score -2081649 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2083628.750000 Penalty: 959.367126
	Iteration 5F: 3 clusters Score -2083629 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2085376.250000 Penalty: 959.367126
	Iteration 6F: 3 clusters Score -2085376 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2086220.750000 Penalty: 959.367126
	Iteration 7Q: 3 clusters Score -2086221 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -2086507.500000 Penalty: 959.367126
	Iteration 8Q: 3 clusters Score -2086508 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -2086698.375000 Penalty: 959.367126
	Iteration 9Q: 3 clusters Score -2086698 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -2086880.125000 Penalty: 959.367126
	Iteration 10Q: 3 clusters Score -2086880 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -2087098.500000 Penalty: 959.367126
	Iteration 11Q: 3 clusters Score -2087098 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -2087350.625000 Penalty: 959.367126
	Iteration 12Q: 3 clusters Score -2087351 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -2087633.625000 Penalty: 959.367126
	Iteration 13Q: 3 clusters Score -2087634 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -2087933.875000 Penalty: 959.367126
	Iteration 14Q: 3 clusters Score -2087934 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -2088265.375000 Penalty: 959.367126
	Iteration 15Q: 3 clusters Score -2088265 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -2088609.125000 Penalty: 959.367126
	Iteration 16Q: 3 clusters Score -2088609 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -2088977.625000 Penalty: 959.367126
	Iteration 17Q: 3 clusters Score -2088978 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -2089383.750000 Penalty: 959.367126
	Iteration 18Q: 3 clusters Score -2089384 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -2089814.000000 Penalty: 959.367126
	Iteration 19Q: 3 clusters Score -2089814 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -2090196.625000 Penalty: 959.367126
	Iteration 20F: 3 clusters Score -2090197 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -2090575.625000 Penalty: 959.367126
	Iteration 21Q: 3 clusters Score -2090576 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -2090946.500000 Penalty: 959.367126
	Iteration 22Q: 3 clusters Score -2090946 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -2091334.000000 Penalty: 959.367126
	Iteration 23Q: 3 clusters Score -2091334 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -2091685.625000 Penalty: 959.367126
	Iteration 24Q: 3 clusters Score -2091686 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -2092023.125000 Penalty: 959.367126
	Iteration 25Q: 3 clusters Score -2092023 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -2092301.750000 Penalty: 959.367126
	Iteration 26Q: 3 clusters Score -2092302 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -2092539.125000 Penalty: 959.367126
	Iteration 27Q: 3 clusters Score -2092539 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -2092696.375000 Penalty: 959.367126
	Iteration 28Q: 3 clusters Score -2092696 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -2092818.250000 Penalty: 959.367126
	Iteration 29Q: 3 clusters Score -2092818 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -2092908.250000 Penalty: 959.367126
	Iteration 30Q: 3 clusters Score -2092908 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -2092972.875000 Penalty: 959.367126
	Iteration 31Q: 3 clusters Score -2092973 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -2093014.875000 Penalty: 959.367126
	Iteration 32Q: 3 clusters Score -2093015 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -2093061.375000 Penalty: 959.367126
	Iteration 33Q: 3 clusters Score -2093061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -2093089.875000 Penalty: 959.367126
	Iteration 34Q: 3 clusters Score -2093090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -2093097.250000 Penalty: 959.367126
	Iteration 35Q: 3 clusters Score -2093097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -2093106.500000 Penalty: 959.367126
	Iteration 36Q: 3 clusters Score -2093106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -2093110.375000 Penalty: 959.367126
	Iteration 37Q: 3 clusters Score -2093110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -2093111.375000 Penalty: 959.367126
	Iteration 38Q: 3 clusters Score -2093111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -2093113.375000 Penalty: 959.367126
	Iteration 39Q: 3 clusters Score -2093113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -2093113.250000 Penalty: 959.367126
	Iteration 40F: 3 clusters Score -2093113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -2093118.625000 Penalty: 959.367126
	Iteration 41Q: 3 clusters Score -2093119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -2093124.250000 Penalty: 959.367126
	Iteration 42Q: 3 clusters Score -2093124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -2093127.875000 Penalty: 959.367126
	Iteration 43Q: 3 clusters Score -2093128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -2093135.250000 Penalty: 959.367126
	Iteration 44Q: 3 clusters Score -2093135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -2093143.875000 Penalty: 959.367126
	Iteration 45Q: 3 clusters Score -2093144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -2093144.625000 Penalty: 959.367126
	Iteration 46Q: 3 clusters Score -2093145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -2093145.500000 Penalty: 959.367126
	Iteration 47Q: 3 clusters Score -2093146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -2093145.125000 Penalty: 959.367126
	Iteration 48Q: 3 clusters Score -2093145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -2093147.750000 Penalty: 959.367126
	Iteration 49Q: 3 clusters Score -2093148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -2093147.750000 Penalty: 959.367126
	Iteration 50F: 3 clusters Score -2093148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 3057 members 
Mstep: Class 3 contains 36184 members 
Mstep: Class 4 contains 2096 members 
Mstep: Class 5 contains 80663 members 
Mstep: Class 6 contains 13656 members 
Mstep: Class 7 contains 2757 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 24472 members 
Mstep: Class 11 contains 73327 members 
Mstep: Class 12 contains 17073 members 
Mstep: Class 13 contains 74490 members 
Mstep: Class 14 contains 17500 members 
Mstep: Class 15 contains 84092 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 16103 members 
Mstep: Class 18 contains 74653 members 
Mstep: Class 19 contains 97899 members 
Mstep: Class 20 contains 125764 members 
Mstep: Class 21 contains 47535 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 44055 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2914 members 
Mstep: Class 27 contains 10701 members 
Mstep: Class 28 contains 5962 members 
Mstep: Class 29 contains 147712 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3440 members 
Mstep: Class 32 contains 14392 members 
Mstep: Class 33 contains 9564 members 
Mstep: Class 34 contains 91480 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 91790 members 
Mstep: Class 37 contains 87214 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2255 members 
Mstep: Class 40 contains 73550 members 
Mstep: Class 41 contains 4693 members 
Mstep: Class 42 contains 23393 members 
Mstep: Class 43 contains 161704 members 
Mstep: Class 44 contains 1946 members 
Mstep: Class 45 contains 24225 members 
Mstep: Class 46 contains 37892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430360.000000 Penalty: 30063.429688
Iteration 479Q: 47 clusters Score -8.743036e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 35791 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 80657 members 
Mstep: Class 6 contains 13629 members 
Mstep: Class 7 contains 2758 members 
Mstep: Class 8 contains 432 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 24347 members 
Mstep: Class 11 contains 73720 members 
Mstep: Class 12 contains 17057 members 
Mstep: Class 13 contains 74693 members 
Mstep: Class 14 contains 17477 members 
Mstep: Class 15 contains 84093 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 16127 members 
Mstep: Class 18 contains 74654 members 
Mstep: Class 19 contains 98007 members 
Mstep: Class 20 contains 125796 members 
Mstep: Class 21 contains 47507 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 5036 members 
Mstep: Class 24 contains 44093 members 
Mstep: Class 25 contains 9456 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 10680 members 
Mstep: Class 28 contains 5967 members 
Mstep: Class 29 contains 147675 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3462 members 
Mstep: Class 32 contains 14398 members 
Mstep: Class 33 contains 9555 members 
Mstep: Class 34 contains 91485 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 91903 members 
Mstep: Class 37 contains 87282 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2257 members 
Mstep: Class 40 contains 73522 members 
Mstep: Class 41 contains 4693 members 
Mstep: Class 42 contains 23475 members 
Mstep: Class 43 contains 161742 members 
Mstep: Class 44 contains 1946 members 
Mstep: Class 45 contains 24241 members 
Mstep: Class 46 contains 37965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430280.000000 Penalty: 30063.429688
Iteration 480F: 47 clusters Score -8.743028e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 3046 members 
Mstep: Class 3 contains 35336 members 
Mstep: Class 4 contains 2071 members 
Mstep: Class 5 contains 80679 members 
Mstep: Class 6 contains 13610 members 
Mstep: Class 7 contains 2761 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 24211 members 
Mstep: Class 11 contains 74068 members 
Mstep: Class 12 contains 17045 members 
Mstep: Class 13 contains 74965 members 
Mstep: Class 14 contains 17457 members 
Mstep: Class 15 contains 84110 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 16162 members 
Mstep: Class 18 contains 74650 members 
Mstep: Class 19 contains 98022 members 
Mstep: Class 20 contains 125811 members 
Mstep: Class 21 contains 47488 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 44108 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 10661 members 
Mstep: Class 28 contains 5971 members 
Mstep: Class 29 contains 147630 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3481 members 
Mstep: Class 32 contains 14413 members 
Mstep: Class 33 contains 9548 members 
Mstep: Class 34 contains 91484 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 92010 members 
Mstep: Class 37 contains 87356 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2258 members 
Mstep: Class 40 contains 73497 members 
Mstep: Class 41 contains 4697 members 
Mstep: Class 42 contains 23577 members 
Mstep: Class 43 contains 161750 members 
Mstep: Class 44 contains 1945 members 
Mstep: Class 45 contains 24299 members 
Mstep: Class 46 contains 38058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430272.000000 Penalty: 30063.429688
Iteration 481Q: 47 clusters Score -8.743027e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 3053 members 
Mstep: Class 3 contains 34790 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 80735 members 
Mstep: Class 6 contains 13592 members 
Mstep: Class 7 contains 2761 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 24077 members 
Mstep: Class 11 contains 74388 members 
Mstep: Class 12 contains 17028 members 
Mstep: Class 13 contains 75239 members 
Mstep: Class 14 contains 17433 members 
Mstep: Class 15 contains 84138 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 16207 members 
Mstep: Class 18 contains 74640 members 
Mstep: Class 19 contains 98115 members 
Mstep: Class 20 contains 125822 members 
Mstep: Class 21 contains 47474 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 5046 members 
Mstep: Class 24 contains 44119 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2915 members 
Mstep: Class 27 contains 10640 members 
Mstep: Class 28 contains 5977 members 
Mstep: Class 29 contains 147550 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3496 members 
Mstep: Class 32 contains 14430 members 
Mstep: Class 33 contains 9541 members 
Mstep: Class 34 contains 91477 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 92147 members 
Mstep: Class 37 contains 87404 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2258 members 
Mstep: Class 40 contains 73480 members 
Mstep: Class 41 contains 4702 members 
Mstep: Class 42 contains 23695 members 
Mstep: Class 43 contains 161772 members 
Mstep: Class 44 contains 1945 members 
Mstep: Class 45 contains 24357 members 
Mstep: Class 46 contains 38141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430016.000000 Penalty: 30063.429688
Iteration 482Q: 47 clusters Score -8.743002e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 34252 members 
Mstep: Class 4 contains 2057 members 
Mstep: Class 5 contains 80778 members 
Mstep: Class 6 contains 13569 members 
Mstep: Class 7 contains 2763 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 23993 members 
Mstep: Class 11 contains 74642 members 
Mstep: Class 12 contains 17016 members 
Mstep: Class 13 contains 75524 members 
Mstep: Class 14 contains 17405 members 
Mstep: Class 15 contains 84158 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 16283 members 
Mstep: Class 18 contains 74645 members 
Mstep: Class 19 contains 98164 members 
Mstep: Class 20 contains 125833 members 
Mstep: Class 21 contains 47452 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 5048 members 
Mstep: Class 24 contains 44132 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2909 members 
Mstep: Class 27 contains 10622 members 
Mstep: Class 28 contains 5982 members 
Mstep: Class 29 contains 147490 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3506 members 
Mstep: Class 32 contains 14452 members 
Mstep: Class 33 contains 9530 members 
Mstep: Class 34 contains 91473 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 92279 members 
Mstep: Class 37 contains 87477 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2257 members 
Mstep: Class 40 contains 73457 members 
Mstep: Class 41 contains 4707 members 
Mstep: Class 42 contains 23782 members 
Mstep: Class 43 contains 161785 members 
Mstep: Class 44 contains 1946 members 
Mstep: Class 45 contains 24445 members 
Mstep: Class 46 contains 38212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429992.000000 Penalty: 30063.429688
Iteration 483Q: 47 clusters Score -8.742999e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 3043 members 
Mstep: Class 3 contains 33669 members 
Mstep: Class 4 contains 2045 members 
Mstep: Class 5 contains 80859 members 
Mstep: Class 6 contains 13554 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 23922 members 
Mstep: Class 11 contains 74885 members 
Mstep: Class 12 contains 17007 members 
Mstep: Class 13 contains 75795 members 
Mstep: Class 14 contains 17376 members 
Mstep: Class 15 contains 84161 members 
Mstep: Class 16 contains 2485 members 
Mstep: Class 17 contains 16376 members 
Mstep: Class 18 contains 74651 members 
Mstep: Class 19 contains 98198 members 
Mstep: Class 20 contains 125848 members 
Mstep: Class 21 contains 47438 members 
Mstep: Class 22 contains 2581 members 
Mstep: Class 23 contains 5048 members 
Mstep: Class 24 contains 44139 members 
Mstep: Class 25 contains 9459 members 
Mstep: Class 26 contains 2908 members 
Mstep: Class 27 contains 10593 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 147423 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3523 members 
Mstep: Class 32 contains 14469 members 
Mstep: Class 33 contains 9519 members 
Mstep: Class 34 contains 91468 members 
Mstep: Class 35 contains 256 members 
Mstep: Class 36 contains 92428 members 
Mstep: Class 37 contains 87580 members 
Mstep: Class 38 contains 518 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73434 members 
Mstep: Class 41 contains 4713 members 
Mstep: Class 42 contains 23859 members 
Mstep: Class 43 contains 161779 members 
Mstep: Class 44 contains 1946 members 
Mstep: Class 45 contains 24495 members 
Mstep: Class 46 contains 38287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430240.000000 Penalty: 30063.429688
Iteration 484Q: 47 clusters Score -8.743024e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 74574 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 33048 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 80949 members 
Mstep: Class 6 contains 13543 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 23836 members 
Mstep: Class 11 contains 75080 members 
Mstep: Class 12 contains 16996 members 
Mstep: Class 13 contains 76056 members 
Mstep: Class 14 contains 17343 members 
Mstep: Class 15 contains 84170 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 16479 members 
Mstep: Class 18 contains 74646 members 
Mstep: Class 19 contains 98216 members 
Mstep: Class 20 contains 125850 members 
Mstep: Class 21 contains 47421 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5048 members 
Mstep: Class 24 contains 44142 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2907 members 
Mstep: Class 27 contains 10570 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 147365 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3535 members 
Mstep: Class 32 contains 14490 members 
Mstep: Class 33 contains 9507 members 
Mstep: Class 34 contains 91466 members 
Mstep: Class 35 contains 256 members 
Mstep: Class 36 contains 92577 members 
Mstep: Class 37 contains 87694 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73420 members 
Mstep: Class 41 contains 4722 members 
Mstep: Class 42 contains 23962 members 
Mstep: Class 43 contains 161767 members 
Mstep: Class 44 contains 1948 members 
Mstep: Class 45 contains 24565 members 
Mstep: Class 46 contains 38392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430392.000000 Penalty: 30063.429688
Iteration 485Q: 47 clusters Score -8.743039e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 74242 members 
Mstep: Class 2 contains 3041 members 
Mstep: Class 3 contains 32330 members 
Mstep: Class 4 contains 2026 members 
Mstep: Class 5 contains 81175 members 
Mstep: Class 6 contains 13517 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 23755 members 
Mstep: Class 11 contains 75269 members 
Mstep: Class 12 contains 16994 members 
Mstep: Class 13 contains 76287 members 
Mstep: Class 14 contains 17319 members 
Mstep: Class 15 contains 84174 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 16592 members 
Mstep: Class 18 contains 74628 members 
Mstep: Class 19 contains 98190 members 
Mstep: Class 20 contains 125842 members 
Mstep: Class 21 contains 47401 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 5052 members 
Mstep: Class 24 contains 44150 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2910 members 
Mstep: Class 27 contains 10562 members 
Mstep: Class 28 contains 5982 members 
Mstep: Class 29 contains 147310 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3552 members 
Mstep: Class 32 contains 14505 members 
Mstep: Class 33 contains 9492 members 
Mstep: Class 34 contains 91463 members 
Mstep: Class 35 contains 255 members 
Mstep: Class 36 contains 92761 members 
Mstep: Class 37 contains 87783 members 
Mstep: Class 38 contains 515 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73404 members 
Mstep: Class 41 contains 4726 members 
Mstep: Class 42 contains 24071 members 
Mstep: Class 43 contains 161766 members 
Mstep: Class 44 contains 1948 members 
Mstep: Class 45 contains 24648 members 
Mstep: Class 46 contains 38479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430272.000000 Penalty: 30063.429688
Iteration 486Q: 47 clusters Score -8.743027e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 3046 members 
Mstep: Class 3 contains 31496 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 81465 members 
Mstep: Class 6 contains 13481 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 23679 members 
Mstep: Class 11 contains 75458 members 
Mstep: Class 12 contains 16995 members 
Mstep: Class 13 contains 76566 members 
Mstep: Class 14 contains 17300 members 
Mstep: Class 15 contains 84177 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 16722 members 
Mstep: Class 18 contains 74606 members 
Mstep: Class 19 contains 98110 members 
Mstep: Class 20 contains 125850 members 
Mstep: Class 21 contains 47391 members 
Mstep: Class 22 contains 2587 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 44158 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 10554 members 
Mstep: Class 28 contains 5973 members 
Mstep: Class 29 contains 147255 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3565 members 
Mstep: Class 32 contains 14516 members 
Mstep: Class 33 contains 9482 members 
Mstep: Class 34 contains 91463 members 
Mstep: Class 35 contains 255 members 
Mstep: Class 36 contains 92977 members 
Mstep: Class 37 contains 87852 members 
Mstep: Class 38 contains 515 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73386 members 
Mstep: Class 41 contains 4728 members 
Mstep: Class 42 contains 24183 members 
Mstep: Class 43 contains 161784 members 
Mstep: Class 44 contains 1948 members 
Mstep: Class 45 contains 24735 members 
Mstep: Class 46 contains 38557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430328.000000 Penalty: 30063.429688
Iteration 487Q: 47 clusters Score -8.743033e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 30617 members 
Mstep: Class 4 contains 1976 members 
Mstep: Class 5 contains 81754 members 
Mstep: Class 6 contains 13456 members 
Mstep: Class 7 contains 2767 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 23626 members 
Mstep: Class 11 contains 75625 members 
Mstep: Class 12 contains 16998 members 
Mstep: Class 13 contains 76842 members 
Mstep: Class 14 contains 17280 members 
Mstep: Class 15 contains 84181 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 16837 members 
Mstep: Class 18 contains 74616 members 
Mstep: Class 19 contains 97953 members 
Mstep: Class 20 contains 125852 members 
Mstep: Class 21 contains 47372 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 44163 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2917 members 
Mstep: Class 27 contains 10534 members 
Mstep: Class 28 contains 5968 members 
Mstep: Class 29 contains 147216 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3582 members 
Mstep: Class 32 contains 14532 members 
Mstep: Class 33 contains 9475 members 
Mstep: Class 34 contains 91451 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 93239 members 
Mstep: Class 37 contains 87954 members 
Mstep: Class 38 contains 515 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73353 members 
Mstep: Class 41 contains 4726 members 
Mstep: Class 42 contains 24296 members 
Mstep: Class 43 contains 161788 members 
Mstep: Class 44 contains 1947 members 
Mstep: Class 45 contains 24830 members 
Mstep: Class 46 contains 38624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430480.000000 Penalty: 30063.429688
Iteration 488Q: 47 clusters Score -8.743048e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 73431 members 
Mstep: Class 2 contains 3047 members 
Mstep: Class 3 contains 29686 members 
Mstep: Class 4 contains 1956 members 
Mstep: Class 5 contains 82136 members 
Mstep: Class 6 contains 13430 members 
Mstep: Class 7 contains 2767 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1719 members 
Mstep: Class 10 contains 23577 members 
Mstep: Class 11 contains 75850 members 
Mstep: Class 12 contains 17001 members 
Mstep: Class 13 contains 77077 members 
Mstep: Class 14 contains 17254 members 
Mstep: Class 15 contains 84192 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 16975 members 
Mstep: Class 18 contains 74617 members 
Mstep: Class 19 contains 97845 members 
Mstep: Class 20 contains 125862 members 
Mstep: Class 21 contains 47360 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 44148 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 10510 members 
Mstep: Class 28 contains 5966 members 
Mstep: Class 29 contains 147194 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3603 members 
Mstep: Class 32 contains 14545 members 
Mstep: Class 33 contains 9468 members 
Mstep: Class 34 contains 91451 members 
Mstep: Class 35 contains 252 members 
Mstep: Class 36 contains 93480 members 
Mstep: Class 37 contains 87941 members 
Mstep: Class 38 contains 515 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73320 members 
Mstep: Class 41 contains 4729 members 
Mstep: Class 42 contains 24420 members 
Mstep: Class 43 contains 161774 members 
Mstep: Class 44 contains 1948 members 
Mstep: Class 45 contains 24894 members 
Mstep: Class 46 contains 38694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430704.000000 Penalty: 30063.429688
Iteration 489Q: 47 clusters Score -8.74307e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 28763 members 
Mstep: Class 4 contains 1946 members 
Mstep: Class 5 contains 82513 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 2768 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 23506 members 
Mstep: Class 11 contains 76055 members 
Mstep: Class 12 contains 17012 members 
Mstep: Class 13 contains 77261 members 
Mstep: Class 14 contains 17225 members 
Mstep: Class 15 contains 84193 members 
Mstep: Class 16 contains 2486 members 
Mstep: Class 17 contains 17138 members 
Mstep: Class 18 contains 74623 members 
Mstep: Class 19 contains 97694 members 
Mstep: Class 20 contains 125878 members 
Mstep: Class 21 contains 47350 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 44148 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2920 members 
Mstep: Class 27 contains 10490 members 
Mstep: Class 28 contains 5961 members 
Mstep: Class 29 contains 147160 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3626 members 
Mstep: Class 32 contains 14554 members 
Mstep: Class 33 contains 9461 members 
Mstep: Class 34 contains 91436 members 
Mstep: Class 35 contains 252 members 
Mstep: Class 36 contains 93711 members 
Mstep: Class 37 contains 87967 members 
Mstep: Class 38 contains 515 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73296 members 
Mstep: Class 41 contains 4730 members 
Mstep: Class 42 contains 24552 members 
Mstep: Class 43 contains 161761 members 
Mstep: Class 44 contains 1949 members 
Mstep: Class 45 contains 24963 members 
Mstep: Class 46 contains 38799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431248.000000 Penalty: 30063.429688
Iteration 490Q: 47 clusters Score -8.743125e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 3048 members 
Mstep: Class 3 contains 27949 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 82903 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 23431 members 
Mstep: Class 11 contains 76273 members 
Mstep: Class 12 contains 17014 members 
Mstep: Class 13 contains 77345 members 
Mstep: Class 14 contains 17188 members 
Mstep: Class 15 contains 84188 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 17328 members 
Mstep: Class 18 contains 74619 members 
Mstep: Class 19 contains 97594 members 
Mstep: Class 20 contains 125894 members 
Mstep: Class 21 contains 47343 members 
Mstep: Class 22 contains 2589 members 
Mstep: Class 23 contains 5031 members 
Mstep: Class 24 contains 44146 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2924 members 
Mstep: Class 27 contains 10474 members 
Mstep: Class 28 contains 5957 members 
Mstep: Class 29 contains 147143 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3646 members 
Mstep: Class 32 contains 14565 members 
Mstep: Class 33 contains 9456 members 
Mstep: Class 34 contains 91422 members 
Mstep: Class 35 contains 252 members 
Mstep: Class 36 contains 93896 members 
Mstep: Class 37 contains 87979 members 
Mstep: Class 38 contains 515 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73282 members 
Mstep: Class 41 contains 4731 members 
Mstep: Class 42 contains 24678 members 
Mstep: Class 43 contains 161746 members 
Mstep: Class 44 contains 1946 members 
Mstep: Class 45 contains 25002 members 
Mstep: Class 46 contains 38885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431488.000000 Penalty: 30063.429688
Iteration 491Q: 47 clusters Score -8.743149e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 72864 members 
Mstep: Class 2 contains 3049 members 
Mstep: Class 3 contains 27285 members 
Mstep: Class 4 contains 1885 members 
Mstep: Class 5 contains 83265 members 
Mstep: Class 6 contains 13328 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 23339 members 
Mstep: Class 11 contains 76448 members 
Mstep: Class 12 contains 17011 members 
Mstep: Class 13 contains 77450 members 
Mstep: Class 14 contains 17160 members 
Mstep: Class 15 contains 84177 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 17512 members 
Mstep: Class 18 contains 74616 members 
Mstep: Class 19 contains 97507 members 
Mstep: Class 20 contains 125907 members 
Mstep: Class 21 contains 47326 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 5023 members 
Mstep: Class 24 contains 44145 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 10450 members 
Mstep: Class 28 contains 5952 members 
Mstep: Class 29 contains 147130 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3671 members 
Mstep: Class 32 contains 14573 members 
Mstep: Class 33 contains 9452 members 
Mstep: Class 34 contains 91405 members 
Mstep: Class 35 contains 252 members 
Mstep: Class 36 contains 93991 members 
Mstep: Class 37 contains 87909 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73267 members 
Mstep: Class 41 contains 4732 members 
Mstep: Class 42 contains 24815 members 
Mstep: Class 43 contains 161744 members 
Mstep: Class 44 contains 1950 members 
Mstep: Class 45 contains 25048 members 
Mstep: Class 46 contains 39026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431792.000000 Penalty: 30063.429688
Iteration 492Q: 47 clusters Score -8.743179e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 3051 members 
Mstep: Class 3 contains 26751 members 
Mstep: Class 4 contains 1851 members 
Mstep: Class 5 contains 83502 members 
Mstep: Class 6 contains 13309 members 
Mstep: Class 7 contains 2766 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 23266 members 
Mstep: Class 11 contains 76645 members 
Mstep: Class 12 contains 17010 members 
Mstep: Class 13 contains 77553 members 
Mstep: Class 14 contains 17143 members 
Mstep: Class 15 contains 84180 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 17720 members 
Mstep: Class 18 contains 74613 members 
Mstep: Class 19 contains 97413 members 
Mstep: Class 20 contains 125927 members 
Mstep: Class 21 contains 47311 members 
Mstep: Class 22 contains 2583 members 
Mstep: Class 23 contains 5017 members 
Mstep: Class 24 contains 44147 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 10423 members 
Mstep: Class 28 contains 5951 members 
Mstep: Class 29 contains 147085 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3687 members 
Mstep: Class 32 contains 14580 members 
Mstep: Class 33 contains 9449 members 
Mstep: Class 34 contains 91391 members 
Mstep: Class 35 contains 252 members 
Mstep: Class 36 contains 94058 members 
Mstep: Class 37 contains 87831 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73252 members 
Mstep: Class 41 contains 4735 members 
Mstep: Class 42 contains 24946 members 
Mstep: Class 43 contains 161712 members 
Mstep: Class 44 contains 1951 members 
Mstep: Class 45 contains 25104 members 
Mstep: Class 46 contains 39148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87432120.000000 Penalty: 30063.429688
Iteration 493Q: 47 clusters Score -8.743212e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 3057 members 
Mstep: Class 3 contains 26294 members 
Mstep: Class 4 contains 1815 members 
Mstep: Class 5 contains 83718 members 
Mstep: Class 6 contains 13296 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 23206 members 
Mstep: Class 11 contains 76830 members 
Mstep: Class 12 contains 17009 members 
Mstep: Class 13 contains 77606 members 
Mstep: Class 14 contains 17119 members 
Mstep: Class 15 contains 84181 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 17943 members 
Mstep: Class 18 contains 74618 members 
Mstep: Class 19 contains 97333 members 
Mstep: Class 20 contains 125951 members 
Mstep: Class 21 contains 47292 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 44148 members 
Mstep: Class 25 contains 9458 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 10391 members 
Mstep: Class 28 contains 5950 members 
Mstep: Class 29 contains 147043 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3699 members 
Mstep: Class 32 contains 14592 members 
Mstep: Class 33 contains 9446 members 
Mstep: Class 34 contains 91380 members 
Mstep: Class 35 contains 252 members 
Mstep: Class 36 contains 94117 members 
Mstep: Class 37 contains 87672 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73238 members 
Mstep: Class 41 contains 4743 members 
Mstep: Class 42 contains 25093 members 
Mstep: Class 43 contains 161685 members 
Mstep: Class 44 contains 1951 members 
Mstep: Class 45 contains 25164 members 
Mstep: Class 46 contains 39264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87432296.000000 Penalty: 30063.429688
Iteration 494Q: 47 clusters Score -8.74323e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 3061 members 
Mstep: Class 3 contains 25914 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 83900 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1721 members 
Mstep: Class 10 contains 23137 members 
Mstep: Class 11 contains 76992 members 
Mstep: Class 12 contains 17010 members 
Mstep: Class 13 contains 77625 members 
Mstep: Class 14 contains 17102 members 
Mstep: Class 15 contains 84188 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 18165 members 
Mstep: Class 18 contains 74616 members 
Mstep: Class 19 contains 97302 members 
Mstep: Class 20 contains 125966 members 
Mstep: Class 21 contains 47269 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 5015 members 
Mstep: Class 24 contains 44150 members 
Mstep: Class 25 contains 9461 members 
Mstep: Class 26 contains 2946 members 
Mstep: Class 27 contains 10348 members 
Mstep: Class 28 contains 5950 members 
Mstep: Class 29 contains 147006 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3708 members 
Mstep: Class 32 contains 14600 members 
Mstep: Class 33 contains 9447 members 
Mstep: Class 34 contains 91364 members 
Mstep: Class 35 contains 252 members 
Mstep: Class 36 contains 94167 members 
Mstep: Class 37 contains 87484 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73216 members 
Mstep: Class 41 contains 4749 members 
Mstep: Class 42 contains 25236 members 
Mstep: Class 43 contains 161641 members 
Mstep: Class 44 contains 1951 members 
Mstep: Class 45 contains 25223 members 
Mstep: Class 46 contains 39401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87432272.000000 Penalty: 30063.429688
Iteration 495Q: 47 clusters Score -8.743227e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 72328 members 
Mstep: Class 2 contains 3062 members 
Mstep: Class 3 contains 25590 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 83996 members 
Mstep: Class 6 contains 13263 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 23063 members 
Mstep: Class 11 contains 77114 members 
Mstep: Class 12 contains 17008 members 
Mstep: Class 13 contains 77633 members 
Mstep: Class 14 contains 17089 members 
Mstep: Class 15 contains 84201 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 18380 members 
Mstep: Class 18 contains 74607 members 
Mstep: Class 19 contains 97272 members 
Mstep: Class 20 contains 125978 members 
Mstep: Class 21 contains 47250 members 
Mstep: Class 22 contains 2580 members 
Mstep: Class 23 contains 5014 members 
Mstep: Class 24 contains 44166 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 2953 members 
Mstep: Class 27 contains 10315 members 
Mstep: Class 28 contains 5951 members 
Mstep: Class 29 contains 146983 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3722 members 
Mstep: Class 32 contains 14606 members 
Mstep: Class 33 contains 9442 members 
Mstep: Class 34 contains 91349 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 94199 members 
Mstep: Class 37 contains 87341 members 
Mstep: Class 38 contains 516 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73212 members 
Mstep: Class 41 contains 4758 members 
Mstep: Class 42 contains 25393 members 
Mstep: Class 43 contains 161599 members 
Mstep: Class 44 contains 1952 members 
Mstep: Class 45 contains 25264 members 
Mstep: Class 46 contains 39540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431984.000000 Penalty: 30063.429688
Iteration 496Q: 47 clusters Score -8.743198e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 25276 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 84094 members 
Mstep: Class 6 contains 13237 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 22990 members 
Mstep: Class 11 contains 77201 members 
Mstep: Class 12 contains 17009 members 
Mstep: Class 13 contains 77674 members 
Mstep: Class 14 contains 17081 members 
Mstep: Class 15 contains 84214 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 18565 members 
Mstep: Class 18 contains 74614 members 
Mstep: Class 19 contains 97286 members 
Mstep: Class 20 contains 125998 members 
Mstep: Class 21 contains 47239 members 
Mstep: Class 22 contains 2578 members 
Mstep: Class 23 contains 5011 members 
Mstep: Class 24 contains 44172 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 2957 members 
Mstep: Class 27 contains 10278 members 
Mstep: Class 28 contains 5952 members 
Mstep: Class 29 contains 146962 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3738 members 
Mstep: Class 32 contains 14616 members 
Mstep: Class 33 contains 9443 members 
Mstep: Class 34 contains 91326 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 94201 members 
Mstep: Class 37 contains 87191 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73212 members 
Mstep: Class 41 contains 4758 members 
Mstep: Class 42 contains 25529 members 
Mstep: Class 43 contains 161578 members 
Mstep: Class 44 contains 1950 members 
Mstep: Class 45 contains 25318 members 
Mstep: Class 46 contains 39667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431984.000000 Penalty: 30063.429688
Iteration 497Q: 47 clusters Score -8.743198e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 3063 members 
Mstep: Class 3 contains 24986 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 84140 members 
Mstep: Class 6 contains 13210 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 22941 members 
Mstep: Class 11 contains 77268 members 
Mstep: Class 12 contains 17009 members 
Mstep: Class 13 contains 77762 members 
Mstep: Class 14 contains 17072 members 
Mstep: Class 15 contains 84227 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 18772 members 
Mstep: Class 18 contains 74641 members 
Mstep: Class 19 contains 97314 members 
Mstep: Class 20 contains 126006 members 
Mstep: Class 21 contains 47226 members 
Mstep: Class 22 contains 2577 members 
Mstep: Class 23 contains 5006 members 
Mstep: Class 24 contains 44188 members 
Mstep: Class 25 contains 9462 members 
Mstep: Class 26 contains 2957 members 
Mstep: Class 27 contains 10234 members 
Mstep: Class 28 contains 5951 members 
Mstep: Class 29 contains 146945 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3752 members 
Mstep: Class 32 contains 14622 members 
Mstep: Class 33 contains 9443 members 
Mstep: Class 34 contains 91320 members 
Mstep: Class 35 contains 253 members 
Mstep: Class 36 contains 94182 members 
Mstep: Class 37 contains 87045 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73197 members 
Mstep: Class 41 contains 4758 members 
Mstep: Class 42 contains 25651 members 
Mstep: Class 43 contains 161556 members 
Mstep: Class 44 contains 1949 members 
Mstep: Class 45 contains 25371 members 
Mstep: Class 46 contains 39779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87432152.000000 Penalty: 30063.429688
Iteration 498Q: 47 clusters Score -8.743215e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 3064 members 
Mstep: Class 3 contains 24738 members 
Mstep: Class 4 contains 1686 members 
Mstep: Class 5 contains 84183 members 
Mstep: Class 6 contains 13178 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 22866 members 
Mstep: Class 11 contains 77309 members 
Mstep: Class 12 contains 17008 members 
Mstep: Class 13 contains 77862 members 
Mstep: Class 14 contains 17066 members 
Mstep: Class 15 contains 84230 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 18996 members 
Mstep: Class 18 contains 74655 members 
Mstep: Class 19 contains 97360 members 
Mstep: Class 20 contains 126020 members 
Mstep: Class 21 contains 47218 members 
Mstep: Class 22 contains 2575 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 44196 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 2962 members 
Mstep: Class 27 contains 10200 members 
Mstep: Class 28 contains 5951 members 
Mstep: Class 29 contains 146939 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 14628 members 
Mstep: Class 33 contains 9444 members 
Mstep: Class 34 contains 91312 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 94153 members 
Mstep: Class 37 contains 86881 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73184 members 
Mstep: Class 41 contains 4761 members 
Mstep: Class 42 contains 25781 members 
Mstep: Class 43 contains 161524 members 
Mstep: Class 44 contains 1948 members 
Mstep: Class 45 contains 25415 members 
Mstep: Class 46 contains 39912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87432072.000000 Penalty: 30063.429688
Iteration 499Q: 47 clusters Score -8.743207e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 24481 members 
Mstep: Class 4 contains 1666 members 
Mstep: Class 5 contains 84219 members 
Mstep: Class 6 contains 13153 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 433 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 22818 members 
Mstep: Class 11 contains 77330 members 
Mstep: Class 12 contains 17007 members 
Mstep: Class 13 contains 77965 members 
Mstep: Class 14 contains 17063 members 
Mstep: Class 15 contains 84240 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 19220 members 
Mstep: Class 18 contains 74662 members 
Mstep: Class 19 contains 97394 members 
Mstep: Class 20 contains 126043 members 
Mstep: Class 21 contains 47208 members 
Mstep: Class 22 contains 2571 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 44203 members 
Mstep: Class 25 contains 9463 members 
Mstep: Class 26 contains 2965 members 
Mstep: Class 27 contains 10171 members 
Mstep: Class 28 contains 5950 members 
Mstep: Class 29 contains 146926 members 
Mstep: Class 30 contains 429 members 
Mstep: Class 31 contains 3781 members 
Mstep: Class 32 contains 14631 members 
Mstep: Class 33 contains 9439 members 
Mstep: Class 34 contains 91304 members 
Mstep: Class 35 contains 250 members 
Mstep: Class 36 contains 94103 members 
Mstep: Class 37 contains 86735 members 
Mstep: Class 38 contains 517 members 
Mstep: Class 39 contains 2256 members 
Mstep: Class 40 contains 73196 members 
Mstep: Class 41 contains 4765 members 
Mstep: Class 42 contains 25892 members 
Mstep: Class 43 contains 161505 members 
Mstep: Class 44 contains 1948 members 
Mstep: Class 45 contains 25459 members 
Mstep: Class 46 contains 40033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431944.000000 Penalty: 30063.429688
Iteration 500F: 47 clusters Score -8.743194e+07 nChanged 2441
Maximum iterations exceeded
21->47 Clusters: Score -87431944.000000, best is -87406872.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 1730287 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 82910 members 
Mstep: Class 3 contains 82303 members 
Mstep: Class 4 contains 82125 members 
Mstep: Class 5 contains 82520 members 
Mstep: Class 6 contains 82239 members 
Mstep: Class 7 contains 82633 members 
Mstep: Class 8 contains 82353 members 
Mstep: Class 9 contains 82435 members 
Mstep: Class 10 contains 81916 members 
Mstep: Class 11 contains 81937 members 
Mstep: Class 12 contains 82465 members 
Mstep: Class 13 contains 82470 members 
Mstep: Class 14 contains 82646 members 
Mstep: Class 15 contains 82551 members 
Mstep: Class 16 contains 82419 members 
Mstep: Class 17 contains 82416 members 
Mstep: Class 18 contains 82559 members 
Mstep: Class 19 contains 82059 members 
Mstep: Class 20 contains 82655 members 
Mstep: Class 21 contains 82264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 196.850983 but Gain 653.552734
Score: -81994080.000000 Penalty: 13071.056641
Iteration 0F: 21 clusters Score -8.199408e+07 nChanged 1646744
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 149097 members 
Mstep: Class 3 contains 57254 members 
Mstep: Class 4 contains 73136 members 
Mstep: Class 5 contains 140672 members 
Mstep: Class 6 contains 66159 members 
Mstep: Class 7 contains 98274 members 
Mstep: Class 8 contains 33372 members 
Mstep: Class 9 contains 87176 members 
Mstep: Class 10 contains 97647 members 
Mstep: Class 12 contains 22938 members 
Mstep: Class 13 contains 101352 members 
Mstep: Class 14 contains 131232 members 
Mstep: Class 15 contains 15382 members 
Mstep: Class 16 contains 36180 members 
Mstep: Class 17 contains 98068 members 
Mstep: Class 18 contains 116592 members 
Mstep: Class 19 contains 69883 members 
Mstep: Class 20 contains 101472 members 
Mstep: Class 21 contains 189750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85060664.000000 Penalty: 13071.056641
Iteration 1F: 21 clusters Score -8.506066e+07 nChanged 607477
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 148440 members 
Mstep: Class 3 contains 59146 members 
Mstep: Class 4 contains 86294 members 
Mstep: Class 5 contains 154426 members 
Mstep: Class 6 contains 59845 members 
Mstep: Class 7 contains 106257 members 
Mstep: Class 8 contains 24572 members 
Mstep: Class 9 contains 63742 members 
Mstep: Class 10 contains 80763 members 
Mstep: Class 12 contains 18202 members 
Mstep: Class 13 contains 82803 members 
Mstep: Class 14 contains 154206 members 
Mstep: Class 15 contains 9581 members 
Mstep: Class 16 contains 38339 members 
Mstep: Class 17 contains 82242 members 
Mstep: Class 18 contains 105410 members 
Mstep: Class 19 contains 63156 members 
Mstep: Class 20 contains 142853 members 
Mstep: Class 21 contains 204568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85744216.000000 Penalty: 13071.056641
Iteration 2F: 21 clusters Score -8.574422e+07 nChanged 450314
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 160025 members 
Mstep: Class 3 contains 57055 members 
Mstep: Class 4 contains 113896 members 
Mstep: Class 5 contains 152977 members 
Mstep: Class 6 contains 49706 members 
Mstep: Class 7 contains 98243 members 
Mstep: Class 8 contains 19298 members 
Mstep: Class 9 contains 45753 members 
Mstep: Class 10 contains 62334 members 
Mstep: Class 12 contains 14869 members 
Mstep: Class 13 contains 73261 members 
Mstep: Class 14 contains 201917 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 38677 members 
Mstep: Class 17 contains 70454 members 
Mstep: Class 18 contains 92035 members 
Mstep: Class 19 contains 62296 members 
Mstep: Class 20 contains 163388 members 
Mstep: Class 21 contains 201405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86164456.000000 Penalty: 13071.056641
Iteration 3F: 21 clusters Score -8.616446e+07 nChanged 356275
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 185140 members 
Mstep: Class 3 contains 53247 members 
Mstep: Class 4 contains 152364 members 
Mstep: Class 5 contains 150995 members 
Mstep: Class 6 contains 35928 members 
Mstep: Class 7 contains 84598 members 
Mstep: Class 8 contains 14146 members 
Mstep: Class 9 contains 34136 members 
Mstep: Class 10 contains 46513 members 
Mstep: Class 12 contains 11240 members 
Mstep: Class 13 contains 68517 members 
Mstep: Class 14 contains 266328 members 
Mstep: Class 15 contains 4886 members 
Mstep: Class 16 contains 36395 members 
Mstep: Class 17 contains 60458 members 
Mstep: Class 18 contains 79802 members 
Mstep: Class 19 contains 63739 members 
Mstep: Class 20 contains 170960 members 
Mstep: Class 21 contains 167145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86403008.000000 Penalty: 13071.056641
Iteration 4F: 21 clusters Score -8.640301e+07 nChanged 285361
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 210274 members 
Mstep: Class 3 contains 50655 members 
Mstep: Class 4 contains 187744 members 
Mstep: Class 5 contains 151081 members 
Mstep: Class 6 contains 22749 members 
Mstep: Class 7 contains 70570 members 
Mstep: Class 8 contains 10202 members 
Mstep: Class 9 contains 25086 members 
Mstep: Class 10 contains 34976 members 
Mstep: Class 12 contains 8809 members 
Mstep: Class 13 contains 67150 members 
Mstep: Class 14 contains 324760 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 16 contains 32163 members 
Mstep: Class 17 contains 50415 members 
Mstep: Class 18 contains 69975 members 
Mstep: Class 19 contains 63973 members 
Mstep: Class 20 contains 170891 members 
Mstep: Class 21 contains 134903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86510720.000000 Penalty: 13071.056641
Iteration 5F: 21 clusters Score -8.651072e+07 nChanged 223444
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 231750 members 
Mstep: Class 3 contains 51416 members 
Mstep: Class 4 contains 205374 members 
Mstep: Class 5 contains 156060 members 
Mstep: Class 6 contains 13648 members 
Mstep: Class 7 contains 64672 members 
Mstep: Class 8 contains 8337 members 
Mstep: Class 9 contains 19519 members 
Mstep: Class 10 contains 27476 members 
Mstep: Class 12 contains 7595 members 
Mstep: Class 13 contains 68527 members 
Mstep: Class 14 contains 346619 members 
Mstep: Class 15 contains 3451 members 
Mstep: Class 16 contains 29092 members 
Mstep: Class 17 contains 42288 members 
Mstep: Class 18 contains 64912 members 
Mstep: Class 19 contains 64073 members 
Mstep: Class 20 contains 169805 members 
Mstep: Class 21 contains 118942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86580920.000000 Penalty: 13071.056641
Iteration 6F: 21 clusters Score -8.658092e+07 nChanged 169055
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 247713 members 
Mstep: Class 3 contains 54713 members 
Mstep: Class 4 contains 205677 members 
Mstep: Class 5 contains 166731 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 64017 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 16344 members 
Mstep: Class 10 contains 22377 members 
Mstep: Class 12 contains 7005 members 
Mstep: Class 13 contains 71050 members 
Mstep: Class 14 contains 343589 members 
Mstep: Class 15 contains 3368 members 
Mstep: Class 16 contains 27896 members 
Mstep: Class 17 contains 36933 members 
Mstep: Class 18 contains 65180 members 
Mstep: Class 19 contains 65623 members 
Mstep: Class 20 contains 172570 members 
Mstep: Class 21 contains 109624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86658576.000000 Penalty: 13071.056641
Iteration 7F: 21 clusters Score -8.665858e+07 nChanged 141186
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 258354 members 
Mstep: Class 3 contains 59034 members 
Mstep: Class 4 contains 197699 members 
Mstep: Class 5 contains 181044 members 
Mstep: Class 6 contains 4993 members 
Mstep: Class 7 contains 64612 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 14642 members 
Mstep: Class 10 contains 18642 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 73941 members 
Mstep: Class 14 contains 334822 members 
Mstep: Class 15 contains 3426 members 
Mstep: Class 16 contains 27035 members 
Mstep: Class 17 contains 34096 members 
Mstep: Class 18 contains 67548 members 
Mstep: Class 19 contains 69224 members 
Mstep: Class 20 contains 172886 members 
Mstep: Class 21 contains 102508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726120.000000 Penalty: 13071.056641
Iteration 8F: 21 clusters Score -8.672612e+07 nChanged 126436
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 263979 members 
Mstep: Class 3 contains 63198 members 
Mstep: Class 4 contains 185423 members 
Mstep: Class 5 contains 194455 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 65605 members 
Mstep: Class 8 contains 5868 members 
Mstep: Class 9 contains 13926 members 
Mstep: Class 10 contains 16458 members 
Mstep: Class 12 contains 6457 members 
Mstep: Class 13 contains 77119 members 
Mstep: Class 14 contains 326704 members 
Mstep: Class 15 contains 3620 members 
Mstep: Class 16 contains 26037 members 
Mstep: Class 17 contains 33518 members 
Mstep: Class 18 contains 70723 members 
Mstep: Class 19 contains 76345 members 
Mstep: Class 20 contains 169671 members 
Mstep: Class 21 contains 96810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86781048.000000 Penalty: 13071.056641
Iteration 9F: 21 clusters Score -8.678105e+07 nChanged 116150
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 265260 members 
Mstep: Class 3 contains 67132 members 
Mstep: Class 4 contains 173899 members 
Mstep: Class 5 contains 203478 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 66902 members 
Mstep: Class 8 contains 5575 members 
Mstep: Class 9 contains 13679 members 
Mstep: Class 10 contains 15700 members 
Mstep: Class 12 contains 6320 members 
Mstep: Class 13 contains 80441 members 
Mstep: Class 14 contains 319470 members 
Mstep: Class 15 contains 3916 members 
Mstep: Class 16 contains 25029 members 
Mstep: Class 17 contains 34139 members 
Mstep: Class 18 contains 74109 members 
Mstep: Class 19 contains 86814 members 
Mstep: Class 20 contains 163706 members 
Mstep: Class 21 contains 92689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86823720.000000 Penalty: 13071.056641
Iteration 10F: 21 clusters Score -8.682372e+07 nChanged 109186
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 262851 members 
Mstep: Class 3 contains 70743 members 
Mstep: Class 4 contains 165096 members 
Mstep: Class 5 contains 205136 members 
Mstep: Class 6 contains 1479 members 
Mstep: Class 7 contains 69319 members 
Mstep: Class 8 contains 5513 members 
Mstep: Class 9 contains 13603 members 
Mstep: Class 10 contains 15979 members 
Mstep: Class 12 contains 6286 members 
Mstep: Class 13 contains 83954 members 
Mstep: Class 14 contains 312589 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 24092 members 
Mstep: Class 17 contains 34785 members 
Mstep: Class 18 contains 78159 members 
Mstep: Class 19 contains 100445 members 
Mstep: Class 20 contains 156887 members 
Mstep: Class 21 contains 90229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86856048.000000 Penalty: 13071.056641
Iteration 11F: 21 clusters Score -8.685605e+07 nChanged 103344
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 257092 members 
Mstep: Class 3 contains 74608 members 
Mstep: Class 4 contains 160310 members 
Mstep: Class 5 contains 200936 members 
Mstep: Class 6 contains 1060 members 
Mstep: Class 7 contains 72472 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 16877 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 87539 members 
Mstep: Class 14 contains 304627 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 23191 members 
Mstep: Class 17 contains 34936 members 
Mstep: Class 18 contains 83292 members 
Mstep: Class 19 contains 116497 members 
Mstep: Class 20 contains 149145 members 
Mstep: Class 21 contains 89273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86885120.000000 Penalty: 13071.056641
Iteration 12F: 21 clusters Score -8.688512e+07 nChanged 98889
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 249102 members 
Mstep: Class 3 contains 79522 members 
Mstep: Class 4 contains 158863 members 
Mstep: Class 5 contains 193144 members 
Mstep: Class 6 contains 825 members 
Mstep: Class 7 contains 75738 members 
Mstep: Class 8 contains 6110 members 
Mstep: Class 9 contains 13170 members 
Mstep: Class 10 contains 17958 members 
Mstep: Class 12 contains 6674 members 
Mstep: Class 13 contains 91269 members 
Mstep: Class 14 contains 295551 members 
Mstep: Class 15 contains 5400 members 
Mstep: Class 16 contains 22282 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 88990 members 
Mstep: Class 19 contains 133514 members 
Mstep: Class 20 contains 140025 members 
Mstep: Class 21 contains 90275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86912808.000000 Penalty: 13071.056641
Iteration 13F: 21 clusters Score -8.691281e+07 nChanged 95186
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 239787 members 
Mstep: Class 3 contains 86859 members 
Mstep: Class 4 contains 158346 members 
Mstep: Class 5 contains 184676 members 
Mstep: Class 6 contains 694 members 
Mstep: Class 7 contains 77907 members 
Mstep: Class 8 contains 6628 members 
Mstep: Class 9 contains 12641 members 
Mstep: Class 10 contains 19142 members 
Mstep: Class 12 contains 7109 members 
Mstep: Class 13 contains 94986 members 
Mstep: Class 14 contains 284616 members 
Mstep: Class 15 contains 6113 members 
Mstep: Class 16 contains 21152 members 
Mstep: Class 17 contains 33571 members 
Mstep: Class 18 contains 96086 members 
Mstep: Class 19 contains 151381 members 
Mstep: Class 20 contains 128703 members 
Mstep: Class 21 contains 92989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86940344.000000 Penalty: 13071.056641
Iteration 14F: 21 clusters Score -8.694034e+07 nChanged 94003
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 229688 members 
Mstep: Class 3 contains 97150 members 
Mstep: Class 4 contains 157820 members 
Mstep: Class 5 contains 177290 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 78514 members 
Mstep: Class 8 contains 7272 members 
Mstep: Class 9 contains 12285 members 
Mstep: Class 10 contains 20411 members 
Mstep: Class 12 contains 7642 members 
Mstep: Class 13 contains 98457 members 
Mstep: Class 14 contains 270571 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 19869 members 
Mstep: Class 17 contains 31696 members 
Mstep: Class 18 contains 103586 members 
Mstep: Class 19 contains 171638 members 
Mstep: Class 20 contains 115599 members 
Mstep: Class 21 contains 96687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86973640.000000 Penalty: 13071.056641
Iteration 15F: 21 clusters Score -8.697364e+07 nChanged 97683
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 218236 members 
Mstep: Class 3 contains 110504 members 
Mstep: Class 4 contains 156783 members 
Mstep: Class 5 contains 172066 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 77411 members 
Mstep: Class 8 contains 7938 members 
Mstep: Class 9 contains 12744 members 
Mstep: Class 10 contains 21751 members 
Mstep: Class 12 contains 8020 members 
Mstep: Class 13 contains 101443 members 
Mstep: Class 14 contains 253498 members 
Mstep: Class 15 contains 7759 members 
Mstep: Class 16 contains 18507 members 
Mstep: Class 17 contains 28886 members 
Mstep: Class 18 contains 110179 members 
Mstep: Class 19 contains 196542 members 
Mstep: Class 20 contains 100936 members 
Mstep: Class 21 contains 100149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86993656.000000 Penalty: 13071.056641
Iteration 16F: 21 clusters Score -8.699366e+07 nChanged 99150
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 206470 members 
Mstep: Class 3 contains 125069 members 
Mstep: Class 4 contains 155472 members 
Mstep: Class 5 contains 168316 members 
Mstep: Class 6 contains 662 members 
Mstep: Class 7 contains 75227 members 
Mstep: Class 8 contains 8609 members 
Mstep: Class 9 contains 14046 members 
Mstep: Class 10 contains 22828 members 
Mstep: Class 12 contains 8274 members 
Mstep: Class 13 contains 104595 members 
Mstep: Class 14 contains 235236 members 
Mstep: Class 15 contains 8657 members 
Mstep: Class 16 contains 17209 members 
Mstep: Class 17 contains 26297 members 
Mstep: Class 18 contains 114523 members 
Mstep: Class 19 contains 223105 members 
Mstep: Class 20 contains 85890 members 
Mstep: Class 21 contains 104019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87004736.000000 Penalty: 13071.056641
Iteration 17F: 21 clusters Score -8.700474e+07 nChanged 98614
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 194099 members 
Mstep: Class 3 contains 138162 members 
Mstep: Class 4 contains 154159 members 
Mstep: Class 5 contains 165685 members 
Mstep: Class 6 contains 701 members 
Mstep: Class 7 contains 73424 members 
Mstep: Class 8 contains 9308 members 
Mstep: Class 9 contains 16305 members 
Mstep: Class 10 contains 23757 members 
Mstep: Class 12 contains 8356 members 
Mstep: Class 13 contains 109154 members 
Mstep: Class 14 contains 217776 members 
Mstep: Class 15 contains 9607 members 
Mstep: Class 16 contains 16264 members 
Mstep: Class 17 contains 24641 members 
Mstep: Class 18 contains 116257 members 
Mstep: Class 19 contains 248555 members 
Mstep: Class 20 contains 71603 members 
Mstep: Class 21 contains 107335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87008376.000000 Penalty: 13071.056641
Iteration 18F: 21 clusters Score -8.700838e+07 nChanged 94039
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 183306 members 
Mstep: Class 3 contains 148325 members 
Mstep: Class 4 contains 153517 members 
Mstep: Class 5 contains 163688 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 72823 members 
Mstep: Class 8 contains 10035 members 
Mstep: Class 9 contains 19534 members 
Mstep: Class 10 contains 24505 members 
Mstep: Class 12 contains 8243 members 
Mstep: Class 13 contains 114807 members 
Mstep: Class 14 contains 201370 members 
Mstep: Class 15 contains 10419 members 
Mstep: Class 16 contains 15672 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 115865 members 
Mstep: Class 19 contains 269184 members 
Mstep: Class 20 contains 59766 members 
Mstep: Class 21 contains 110192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87005448.000000 Penalty: 13071.056641
Iteration 19F: 21 clusters Score -8.700545e+07 nChanged 84182
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 175022 members 
Mstep: Class 3 contains 156373 members 
Mstep: Class 4 contains 153184 members 
Mstep: Class 5 contains 162210 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 73693 members 
Mstep: Class 8 contains 10768 members 
Mstep: Class 9 contains 23526 members 
Mstep: Class 10 contains 25094 members 
Mstep: Class 12 contains 8075 members 
Mstep: Class 13 contains 121283 members 
Mstep: Class 14 contains 187398 members 
Mstep: Class 15 contains 11059 members 
Mstep: Class 16 contains 15480 members 
Mstep: Class 17 contains 24435 members 
Mstep: Class 18 contains 114984 members 
Mstep: Class 19 contains 280997 members 
Mstep: Class 20 contains 50239 members 
Mstep: Class 21 contains 112211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87010992.000000 Penalty: 13071.056641
Iteration 20F: 21 clusters Score -8.701099e+07 nChanged 72321
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 170798 members 
Mstep: Class 3 contains 164036 members 
Mstep: Class 4 contains 151409 members 
Mstep: Class 5 contains 160127 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 7 contains 75241 members 
Mstep: Class 8 contains 11582 members 
Mstep: Class 9 contains 28233 members 
Mstep: Class 10 contains 25644 members 
Mstep: Class 12 contains 7951 members 
Mstep: Class 13 contains 127782 members 
Mstep: Class 14 contains 176305 members 
Mstep: Class 15 contains 11487 members 
Mstep: Class 16 contains 15319 members 
Mstep: Class 17 contains 25554 members 
Mstep: Class 18 contains 114294 members 
Mstep: Class 19 contains 283362 members 
Mstep: Class 20 contains 43798 members 
Mstep: Class 21 contains 113813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87020920.000000 Penalty: 13071.056641
Iteration 21Q: 21 clusters Score -8.702092e+07 nChanged 63704
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 169299 members 
Mstep: Class 3 contains 169909 members 
Mstep: Class 4 contains 149213 members 
Mstep: Class 5 contains 158411 members 
Mstep: Class 6 contains 1000 members 
Mstep: Class 7 contains 76863 members 
Mstep: Class 8 contains 12611 members 
Mstep: Class 9 contains 33574 members 
Mstep: Class 10 contains 26288 members 
Mstep: Class 12 contains 8051 members 
Mstep: Class 13 contains 133897 members 
Mstep: Class 14 contains 167137 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 15158 members 
Mstep: Class 17 contains 27109 members 
Mstep: Class 18 contains 113967 members 
Mstep: Class 19 contains 278962 members 
Mstep: Class 20 contains 40064 members 
Mstep: Class 21 contains 115223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87031312.000000 Penalty: 13071.056641
Iteration 22Q: 21 clusters Score -8.703131e+07 nChanged 58590
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 169081 members 
Mstep: Class 3 contains 174406 members 
Mstep: Class 4 contains 146519 members 
Mstep: Class 5 contains 157189 members 
Mstep: Class 6 contains 1126 members 
Mstep: Class 7 contains 78202 members 
Mstep: Class 8 contains 13740 members 
Mstep: Class 9 contains 39444 members 
Mstep: Class 10 contains 27066 members 
Mstep: Class 12 contains 8212 members 
Mstep: Class 13 contains 139349 members 
Mstep: Class 14 contains 158854 members 
Mstep: Class 15 contains 11718 members 
Mstep: Class 16 contains 14938 members 
Mstep: Class 17 contains 28994 members 
Mstep: Class 18 contains 114293 members 
Mstep: Class 19 contains 271102 members 
Mstep: Class 20 contains 38465 members 
Mstep: Class 21 contains 116396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87041368.000000 Penalty: 13071.056641
Iteration 23Q: 21 clusters Score -8.704137e+07 nChanged 55255
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 169070 members 
Mstep: Class 3 contains 177476 members 
Mstep: Class 4 contains 143429 members 
Mstep: Class 5 contains 156416 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 79330 members 
Mstep: Class 8 contains 14908 members 
Mstep: Class 9 contains 45729 members 
Mstep: Class 10 contains 28012 members 
Mstep: Class 12 contains 8526 members 
Mstep: Class 13 contains 144265 members 
Mstep: Class 14 contains 151478 members 
Mstep: Class 15 contains 11654 members 
Mstep: Class 16 contains 14620 members 
Mstep: Class 17 contains 31105 members 
Mstep: Class 18 contains 115498 members 
Mstep: Class 19 contains 261392 members 
Mstep: Class 20 contains 38192 members 
Mstep: Class 21 contains 117351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87052712.000000 Penalty: 13071.056641
Iteration 24Q: 21 clusters Score -8.705271e+07 nChanged 53079
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 168884 members 
Mstep: Class 3 contains 179119 members 
Mstep: Class 4 contains 139976 members 
Mstep: Class 5 contains 155510 members 
Mstep: Class 6 contains 1518 members 
Mstep: Class 7 contains 80629 members 
Mstep: Class 8 contains 16020 members 
Mstep: Class 9 contains 51870 members 
Mstep: Class 10 contains 29137 members 
Mstep: Class 12 contains 8960 members 
Mstep: Class 13 contains 148596 members 
Mstep: Class 14 contains 145001 members 
Mstep: Class 15 contains 11520 members 
Mstep: Class 16 contains 14275 members 
Mstep: Class 17 contains 33479 members 
Mstep: Class 18 contains 118160 members 
Mstep: Class 19 contains 250893 members 
Mstep: Class 20 contains 38834 members 
Mstep: Class 21 contains 118012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87064144.000000 Penalty: 13071.056641
Iteration 25Q: 21 clusters Score -8.706414e+07 nChanged 51199
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 168587 members 
Mstep: Class 3 contains 179190 members 
Mstep: Class 4 contains 136397 members 
Mstep: Class 5 contains 154730 members 
Mstep: Class 6 contains 1740 members 
Mstep: Class 7 contains 82052 members 
Mstep: Class 8 contains 17176 members 
Mstep: Class 9 contains 57560 members 
Mstep: Class 10 contains 30605 members 
Mstep: Class 12 contains 9463 members 
Mstep: Class 13 contains 152172 members 
Mstep: Class 14 contains 139244 members 
Mstep: Class 15 contains 11321 members 
Mstep: Class 16 contains 13961 members 
Mstep: Class 17 contains 36053 members 
Mstep: Class 18 contains 122110 members 
Mstep: Class 19 contains 240404 members 
Mstep: Class 20 contains 39998 members 
Mstep: Class 21 contains 118211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87075152.000000 Penalty: 13071.056641
Iteration 26Q: 21 clusters Score -8.707515e+07 nChanged 49145
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 168153 members 
Mstep: Class 3 contains 177838 members 
Mstep: Class 4 contains 132858 members 
Mstep: Class 5 contains 154343 members 
Mstep: Class 6 contains 1906 members 
Mstep: Class 7 contains 83561 members 
Mstep: Class 8 contains 18318 members 
Mstep: Class 9 contains 62785 members 
Mstep: Class 10 contains 32222 members 
Mstep: Class 12 contains 10067 members 
Mstep: Class 13 contains 154966 members 
Mstep: Class 14 contains 134204 members 
Mstep: Class 15 contains 11090 members 
Mstep: Class 16 contains 13700 members 
Mstep: Class 17 contains 38904 members 
Mstep: Class 18 contains 126901 members 
Mstep: Class 19 contains 230303 members 
Mstep: Class 20 contains 41597 members 
Mstep: Class 21 contains 117817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87086120.000000 Penalty: 13071.056641
Iteration 27Q: 21 clusters Score -8.708612e+07 nChanged 47625
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 167446 members 
Mstep: Class 3 contains 175515 members 
Mstep: Class 4 contains 129567 members 
Mstep: Class 5 contains 154055 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 85237 members 
Mstep: Class 8 contains 19535 members 
Mstep: Class 9 contains 67590 members 
Mstep: Class 10 contains 34077 members 
Mstep: Class 12 contains 10759 members 
Mstep: Class 13 contains 157132 members 
Mstep: Class 14 contains 129350 members 
Mstep: Class 15 contains 10781 members 
Mstep: Class 16 contains 13471 members 
Mstep: Class 17 contains 41923 members 
Mstep: Class 18 contains 132265 members 
Mstep: Class 19 contains 220944 members 
Mstep: Class 20 contains 43418 members 
Mstep: Class 21 contains 116924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87097064.000000 Penalty: 13071.056641
Iteration 28Q: 21 clusters Score -8.709706e+07 nChanged 45008
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 166598 members 
Mstep: Class 3 contains 172314 members 
Mstep: Class 4 contains 126484 members 
Mstep: Class 5 contains 153852 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 86919 members 
Mstep: Class 8 contains 20759 members 
Mstep: Class 9 contains 72089 members 
Mstep: Class 10 contains 36066 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 158667 members 
Mstep: Class 14 contains 125236 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 13292 members 
Mstep: Class 17 contains 45077 members 
Mstep: Class 18 contains 137658 members 
Mstep: Class 19 contains 212224 members 
Mstep: Class 20 contains 45114 members 
Mstep: Class 21 contains 115954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87107912.000000 Penalty: 13071.056641
Iteration 29Q: 21 clusters Score -8.710791e+07 nChanged 42052
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 165711 members 
Mstep: Class 3 contains 168700 members 
Mstep: Class 4 contains 123808 members 
Mstep: Class 5 contains 153557 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 88616 members 
Mstep: Class 8 contains 22040 members 
Mstep: Class 9 contains 76177 members 
Mstep: Class 10 contains 38139 members 
Mstep: Class 12 contains 12287 members 
Mstep: Class 13 contains 159738 members 
Mstep: Class 14 contains 121449 members 
Mstep: Class 15 contains 10134 members 
Mstep: Class 16 contains 13091 members 
Mstep: Class 17 contains 48134 members 
Mstep: Class 18 contains 142693 members 
Mstep: Class 19 contains 204523 members 
Mstep: Class 20 contains 46701 members 
Mstep: Class 21 contains 115016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87117992.000000 Penalty: 13071.056641
Iteration 30Q: 21 clusters Score -8.711799e+07 nChanged 38855
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 164916 members 
Mstep: Class 3 contains 164718 members 
Mstep: Class 4 contains 121587 members 
Mstep: Class 5 contains 153344 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 90136 members 
Mstep: Class 8 contains 23270 members 
Mstep: Class 9 contains 79617 members 
Mstep: Class 10 contains 40337 members 
Mstep: Class 12 contains 13031 members 
Mstep: Class 13 contains 160401 members 
Mstep: Class 14 contains 118131 members 
Mstep: Class 15 contains 9835 members 
Mstep: Class 16 contains 12959 members 
Mstep: Class 17 contains 51161 members 
Mstep: Class 18 contains 147276 members 
Mstep: Class 19 contains 197841 members 
Mstep: Class 20 contains 48107 members 
Mstep: Class 21 contains 114079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87127832.000000 Penalty: 13071.056641
Iteration 31Q: 21 clusters Score -8.712783e+07 nChanged 36594
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 164079 members 
Mstep: Class 3 contains 160604 members 
Mstep: Class 4 contains 119961 members 
Mstep: Class 5 contains 153289 members 
Mstep: Class 6 contains 2205 members 
Mstep: Class 7 contains 91444 members 
Mstep: Class 8 contains 24412 members 
Mstep: Class 9 contains 82641 members 
Mstep: Class 10 contains 42789 members 
Mstep: Class 12 contains 13721 members 
Mstep: Class 13 contains 160765 members 
Mstep: Class 14 contains 115144 members 
Mstep: Class 15 contains 9518 members 
Mstep: Class 16 contains 12939 members 
Mstep: Class 17 contains 54067 members 
Mstep: Class 18 contains 150869 members 
Mstep: Class 19 contains 192274 members 
Mstep: Class 20 contains 49286 members 
Mstep: Class 21 contains 113145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87134880.000000 Penalty: 13071.056641
Iteration 32Q: 21 clusters Score -8.713488e+07 nChanged 34948
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 163091 members 
Mstep: Class 3 contains 156618 members 
Mstep: Class 4 contains 118944 members 
Mstep: Class 5 contains 153052 members 
Mstep: Class 6 contains 2218 members 
Mstep: Class 7 contains 92531 members 
Mstep: Class 8 contains 25489 members 
Mstep: Class 9 contains 85372 members 
Mstep: Class 10 contains 45224 members 
Mstep: Class 12 contains 14337 members 
Mstep: Class 13 contains 161049 members 
Mstep: Class 14 contains 112399 members 
Mstep: Class 15 contains 9200 members 
Mstep: Class 16 contains 12900 members 
Mstep: Class 17 contains 56987 members 
Mstep: Class 18 contains 153539 members 
Mstep: Class 19 contains 187946 members 
Mstep: Class 20 contains 50300 members 
Mstep: Class 21 contains 112146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87140584.000000 Penalty: 13071.056641
Iteration 33Q: 21 clusters Score -8.714058e+07 nChanged 33366
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 162335 members 
Mstep: Class 3 contains 152870 members 
Mstep: Class 4 contains 118360 members 
Mstep: Class 5 contains 152751 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 93123 members 
Mstep: Class 8 contains 26506 members 
Mstep: Class 9 contains 87703 members 
Mstep: Class 10 contains 47631 members 
Mstep: Class 12 contains 14898 members 
Mstep: Class 13 contains 161291 members 
Mstep: Class 14 contains 109895 members 
Mstep: Class 15 contains 8873 members 
Mstep: Class 16 contains 12876 members 
Mstep: Class 17 contains 59767 members 
Mstep: Class 18 contains 155341 members 
Mstep: Class 19 contains 184550 members 
Mstep: Class 20 contains 51344 members 
Mstep: Class 21 contains 111118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87144952.000000 Penalty: 13071.056641
Iteration 34Q: 21 clusters Score -8.714495e+07 nChanged 32637
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 161672 members 
Mstep: Class 3 contains 149366 members 
Mstep: Class 4 contains 118145 members 
Mstep: Class 5 contains 152428 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 93425 members 
Mstep: Class 8 contains 27463 members 
Mstep: Class 9 contains 89759 members 
Mstep: Class 10 contains 50074 members 
Mstep: Class 12 contains 15426 members 
Mstep: Class 13 contains 161353 members 
Mstep: Class 14 contains 107581 members 
Mstep: Class 15 contains 8513 members 
Mstep: Class 16 contains 12861 members 
Mstep: Class 17 contains 62389 members 
Mstep: Class 18 contains 156210 members 
Mstep: Class 19 contains 182175 members 
Mstep: Class 20 contains 52372 members 
Mstep: Class 21 contains 110038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87147176.000000 Penalty: 13071.056641
Iteration 35Q: 21 clusters Score -8.714718e+07 nChanged 32194
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 161205 members 
Mstep: Class 3 contains 145879 members 
Mstep: Class 4 contains 118375 members 
Mstep: Class 5 contains 152110 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 93750 members 
Mstep: Class 8 contains 28382 members 
Mstep: Class 9 contains 91398 members 
Mstep: Class 10 contains 52477 members 
Mstep: Class 12 contains 15943 members 
Mstep: Class 13 contains 161149 members 
Mstep: Class 14 contains 105457 members 
Mstep: Class 15 contains 8147 members 
Mstep: Class 16 contains 12872 members 
Mstep: Class 17 contains 64878 members 
Mstep: Class 18 contains 156392 members 
Mstep: Class 19 contains 180480 members 
Mstep: Class 20 contains 53284 members 
Mstep: Class 21 contains 109037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87150320.000000 Penalty: 13071.056641
Iteration 36Q: 21 clusters Score -8.715032e+07 nChanged 30491
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 160854 members 
Mstep: Class 3 contains 142373 members 
Mstep: Class 4 contains 118669 members 
Mstep: Class 5 contains 151582 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 94116 members 
Mstep: Class 8 contains 29302 members 
Mstep: Class 9 contains 92720 members 
Mstep: Class 10 contains 54899 members 
Mstep: Class 12 contains 16465 members 
Mstep: Class 13 contains 160936 members 
Mstep: Class 14 contains 103587 members 
Mstep: Class 15 contains 7758 members 
Mstep: Class 16 contains 12887 members 
Mstep: Class 17 contains 67172 members 
Mstep: Class 18 contains 156544 members 
Mstep: Class 19 contains 179003 members 
Mstep: Class 20 contains 54244 members 
Mstep: Class 21 contains 108033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87153624.000000 Penalty: 13071.056641
Iteration 37Q: 21 clusters Score -8.715362e+07 nChanged 28863
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 160665 members 
Mstep: Class 3 contains 138864 members 
Mstep: Class 4 contains 118727 members 
Mstep: Class 5 contains 150996 members 
Mstep: Class 6 contains 2228 members 
Mstep: Class 7 contains 94385 members 
Mstep: Class 8 contains 30269 members 
Mstep: Class 9 contains 93810 members 
Mstep: Class 10 contains 57424 members 
Mstep: Class 12 contains 16907 members 
Mstep: Class 13 contains 160555 members 
Mstep: Class 14 contains 101878 members 
Mstep: Class 15 contains 7374 members 
Mstep: Class 16 contains 12861 members 
Mstep: Class 17 contains 69290 members 
Mstep: Class 18 contains 156774 members 
Mstep: Class 19 contains 178005 members 
Mstep: Class 20 contains 55215 members 
Mstep: Class 21 contains 107037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87157016.000000 Penalty: 13071.056641
Iteration 38Q: 21 clusters Score -8.715702e+07 nChanged 27347
Entering ConstructFrom: 
Score: -87157016.000000 Penalty: 13071.056641
Entering ConstructFrom: 
Trying to split cluster 1 (17043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Entering Unmasked Estep 
Score: -942378.250000 Penalty: 443.329010
	Iteration 0F: 2 clusters Score -942378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -931026.250000 Penalty: 886.658020
	Iteration 0F: 3 clusters Score -931026.2 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -935707.812500 Penalty: 886.658020
	Iteration 1F: 3 clusters Score -935707.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -936103.250000 Penalty: 886.658020
	Iteration 2F: 3 clusters Score -936103.2 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -936641.437500 Penalty: 886.658020
	Iteration 3F: 3 clusters Score -936641.4 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -937384.875000 Penalty: 886.658020
	Iteration 4F: 3 clusters Score -937384.9 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -938353.562500 Penalty: 886.658020
	Iteration 5F: 3 clusters Score -938353.6 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -939326.937500 Penalty: 886.658020
	Iteration 6F: 3 clusters Score -939326.9 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -939870.312500 Penalty: 886.658020
	Iteration 7F: 3 clusters Score -939870.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -940067.375000 Penalty: 886.658020
	Iteration 8Q: 3 clusters Score -940067.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -940161.375000 Penalty: 886.658020
	Iteration 9Q: 3 clusters Score -940161.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -940244.062500 Penalty: 886.658020
	Iteration 10Q: 3 clusters Score -940244.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -940333.250000 Penalty: 886.658020
	Iteration 11Q: 3 clusters Score -940333.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -940415.312500 Penalty: 886.658020
	Iteration 12Q: 3 clusters Score -940415.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -940494.875000 Penalty: 886.658020
	Iteration 13Q: 3 clusters Score -940494.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -940576.750000 Penalty: 886.658020
	Iteration 14Q: 3 clusters Score -940576.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -940675.375000 Penalty: 886.658020
	Iteration 15Q: 3 clusters Score -940675.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -940761.375000 Penalty: 886.658020
	Iteration 16Q: 3 clusters Score -940761.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -940856.187500 Penalty: 886.658020
	Iteration 17Q: 3 clusters Score -940856.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -940946.687500 Penalty: 886.658020
	Iteration 18Q: 3 clusters Score -940946.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -941041.437500 Penalty: 886.658020
	Iteration 19Q: 3 clusters Score -941041.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -941120.062500 Penalty: 886.658020
	Iteration 20F: 3 clusters Score -941120.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -941212.125000 Penalty: 886.658020
	Iteration 21Q: 3 clusters Score -941212.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -941298.000000 Penalty: 886.658020
	Iteration 22Q: 3 clusters Score -941298 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -941365.937500 Penalty: 886.658020
	Iteration 23Q: 3 clusters Score -941365.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -941444.812500 Penalty: 886.658020
	Iteration 24Q: 3 clusters Score -941444.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -941514.000000 Penalty: 886.658020
	Iteration 25Q: 3 clusters Score -941514 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -941552.812500 Penalty: 886.658020
	Iteration 26Q: 3 clusters Score -941552.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -941587.875000 Penalty: 886.658020
	Iteration 27Q: 3 clusters Score -941587.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -941623.375000 Penalty: 886.658020
	Iteration 28Q: 3 clusters Score -941623.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -941653.937500 Penalty: 886.658020
	Iteration 29Q: 3 clusters Score -941653.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -941676.312500 Penalty: 886.658020
	Iteration 30Q: 3 clusters Score -941676.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -941695.375000 Penalty: 886.658020
	Iteration 31Q: 3 clusters Score -941695.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -941714.875000 Penalty: 886.658020
	Iteration 32Q: 3 clusters Score -941714.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -941730.812500 Penalty: 886.658020
	Iteration 33Q: 3 clusters Score -941730.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -941749.437500 Penalty: 886.658020
	Iteration 34Q: 3 clusters Score -941749.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -941769.625000 Penalty: 886.658020
	Iteration 35Q: 3 clusters Score -941769.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -941791.375000 Penalty: 886.658020
	Iteration 36Q: 3 clusters Score -941791.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -941813.500000 Penalty: 886.658020
	Iteration 37Q: 3 clusters Score -941813.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -941834.000000 Penalty: 886.658020
	Iteration 38Q: 3 clusters Score -941834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -941855.562500 Penalty: 886.658020
	Iteration 39Q: 3 clusters Score -941855.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -941871.062500 Penalty: 886.658020
	Iteration 40F: 3 clusters Score -941871.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -941884.187500 Penalty: 886.658020
	Iteration 41Q: 3 clusters Score -941884.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -941899.250000 Penalty: 886.658020
	Iteration 42Q: 3 clusters Score -941899.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -941908.687500 Penalty: 886.658020
	Iteration 43Q: 3 clusters Score -941908.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -941922.875000 Penalty: 886.658020
	Iteration 44Q: 3 clusters Score -941922.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -941932.562500 Penalty: 886.658020
	Iteration 45Q: 3 clusters Score -941932.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -941940.437500 Penalty: 886.658020
	Iteration 46Q: 3 clusters Score -941940.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -941945.750000 Penalty: 886.658020
	Iteration 47Q: 3 clusters Score -941945.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -941949.437500 Penalty: 886.658020
	Iteration 48Q: 3 clusters Score -941949.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -941951.312500 Penalty: 886.658020
	Iteration 49Q: 3 clusters Score -941951.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -941954.812500 Penalty: 886.658020
	Iteration 50Q: 3 clusters Score -941954.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -941957.687500 Penalty: 886.658020
	Iteration 51Q: 3 clusters Score -941957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -941958.812500 Penalty: 886.658020
	Iteration 52Q: 3 clusters Score -941958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -941957.625000 Penalty: 886.658020
	Iteration 53Q: 3 clusters Score -941957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -941960.312500 Penalty: 886.658020
	Iteration 54Q: 3 clusters Score -941960.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -941961.562500 Penalty: 886.658020
	Iteration 55Q: 3 clusters Score -941961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -941961.562500 Penalty: 886.658020
	Iteration 56Q: 3 clusters Score -941961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -941961.250000 Penalty: 886.658020
	Iteration 57Q: 3 clusters Score -941961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -941961.250000 Penalty: 886.658020
	Iteration 58F: 3 clusters Score -941961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (160392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160392 members 
Entering Unmasked Estep 
Score: -8365079.000000 Penalty: 545.334595
	Iteration 0F: 2 clusters Score -8365079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -8260315.500000 Penalty: 1090.669189
	Iteration 0F: 3 clusters Score -8260316 nChanged 78793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 77584 members 
Entering Unmasked Estep 
Score: -8307554.000000 Penalty: 1090.669189
	Iteration 1F: 3 clusters Score -8307554 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83768 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -8308696.000000 Penalty: 1090.669189
	Iteration 2Q: 3 clusters Score -8308696 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85075 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -8310368.000000 Penalty: 1090.669189
	Iteration 3Q: 3 clusters Score -8310368 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 73689 members 
Entering Unmasked Estep 
Score: -8312867.500000 Penalty: 1090.669189
	Iteration 4Q: 3 clusters Score -8312868 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -8317503.500000 Penalty: 1090.669189
	Iteration 5F: 3 clusters Score -8317504 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -8325656.500000 Penalty: 1090.669189
	Iteration 6F: 3 clusters Score -8325656 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91981 members 
Mstep: Class 2 contains 68411 members 
Entering Unmasked Estep 
Score: -8336263.500000 Penalty: 1090.669189
	Iteration 7F: 3 clusters Score -8336264 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -8343936.000000 Penalty: 1090.669189
	Iteration 8F: 3 clusters Score -8343936 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -8346618.000000 Penalty: 1090.669189
	Iteration 9Q: 3 clusters Score -8346618 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94172 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -8347519.500000 Penalty: 1090.669189
	Iteration 10Q: 3 clusters Score -8347520 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -8348136.000000 Penalty: 1090.669189
	Iteration 11Q: 3 clusters Score -8348136 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -8348653.000000 Penalty: 1090.669189
	Iteration 12Q: 3 clusters Score -8348653 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -8349056.500000 Penalty: 1090.669189
	Iteration 13Q: 3 clusters Score -8349056 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94903 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -8349449.000000 Penalty: 1090.669189
	Iteration 14Q: 3 clusters Score -8349449 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -8349804.500000 Penalty: 1090.669189
	Iteration 15Q: 3 clusters Score -8349804 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94780 members 
Mstep: Class 2 contains 65612 members 
Entering Unmasked Estep 
Score: -8350160.500000 Penalty: 1090.669189
	Iteration 16Q: 3 clusters Score -8350160 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -8350356.500000 Penalty: 1090.669189
	Iteration 17Q: 3 clusters Score -8350356 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -8350465.000000 Penalty: 1090.669189
	Iteration 18Q: 3 clusters Score -8350465 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -8350589.000000 Penalty: 1090.669189
	Iteration 19Q: 3 clusters Score -8350589 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94065 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -8350761.000000 Penalty: 1090.669189
	Iteration 20F: 3 clusters Score -8350761 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93824 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -8350937.500000 Penalty: 1090.669189
	Iteration 21Q: 3 clusters Score -8350938 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 66899 members 
Entering Unmasked Estep 
Score: -8351028.500000 Penalty: 1090.669189
	Iteration 22Q: 3 clusters Score -8351028 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -8351109.500000 Penalty: 1090.669189
	Iteration 23Q: 3 clusters Score -8351110 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -8351186.500000 Penalty: 1090.669189
	Iteration 24Q: 3 clusters Score -8351186 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -8351280.000000 Penalty: 1090.669189
	Iteration 25Q: 3 clusters Score -8351280 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91748 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -8351324.000000 Penalty: 1090.669189
	Iteration 26Q: 3 clusters Score -8351324 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91223 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -8351427.000000 Penalty: 1090.669189
	Iteration 27Q: 3 clusters Score -8351427 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -8351534.000000 Penalty: 1090.669189
	Iteration 28Q: 3 clusters Score -8351534 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -8351684.000000 Penalty: 1090.669189
	Iteration 29Q: 3 clusters Score -8351684 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -8351828.500000 Penalty: 1090.669189
	Iteration 30Q: 3 clusters Score -8351828 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -8351912.000000 Penalty: 1090.669189
	Iteration 31Q: 3 clusters Score -8351912 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -8352045.000000 Penalty: 1090.669189
	Iteration 32Q: 3 clusters Score -8352045 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -8352112.000000 Penalty: 1090.669189
	Iteration 33Q: 3 clusters Score -8352112 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -8352220.500000 Penalty: 1090.669189
	Iteration 34Q: 3 clusters Score -8352220 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -8352358.000000 Penalty: 1090.669189
	Iteration 35Q: 3 clusters Score -8352358 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -8352402.000000 Penalty: 1090.669189
	Iteration 36Q: 3 clusters Score -8352402 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 74454 members 
Entering Unmasked Estep 
Score: -8352431.500000 Penalty: 1090.669189
	Iteration 37Q: 3 clusters Score -8352432 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -8352576.500000 Penalty: 1090.669189
	Iteration 38Q: 3 clusters Score -8352576 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -8352704.500000 Penalty: 1090.669189
	Iteration 39Q: 3 clusters Score -8352704 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -8352804.500000 Penalty: 1090.669189
	Iteration 40F: 3 clusters Score -8352804 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -8352931.500000 Penalty: 1090.669189
	Iteration 41Q: 3 clusters Score -8352932 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84040 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -8353079.000000 Penalty: 1090.669189
	Iteration 42Q: 3 clusters Score -8353079 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83822 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -8353218.000000 Penalty: 1090.669189
	Iteration 43Q: 3 clusters Score -8353218 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -8353351.500000 Penalty: 1090.669189
	Iteration 44Q: 3 clusters Score -8353352 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 76906 members 
Entering Unmasked Estep 
Score: -8353524.500000 Penalty: 1090.669189
	Iteration 45Q: 3 clusters Score -8353524 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83395 members 
Mstep: Class 2 contains 76997 members 
Entering Unmasked Estep 
Score: -8353666.500000 Penalty: 1090.669189
	Iteration 46Q: 3 clusters Score -8353666 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -8353842.500000 Penalty: 1090.669189
	Iteration 47Q: 3 clusters Score -8353842 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -8354048.500000 Penalty: 1090.669189
	Iteration 48Q: 3 clusters Score -8354048 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83542 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -8354286.500000 Penalty: 1090.669189
	Iteration 49Q: 3 clusters Score -8354286 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -8354553.000000 Penalty: 1090.669189
	Iteration 50Q: 3 clusters Score -8354553 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -8354803.500000 Penalty: 1090.669189
	Iteration 51Q: 3 clusters Score -8354804 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 76378 members 
Entering Unmasked Estep 
Score: -8355141.500000 Penalty: 1090.669189
	Iteration 52Q: 3 clusters Score -8355142 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -8355502.000000 Penalty: 1090.669189
	Iteration 53Q: 3 clusters Score -8355502 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 75968 members 
Entering Unmasked Estep 
Score: -8355895.000000 Penalty: 1090.669189
	Iteration 54Q: 3 clusters Score -8355895 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -8356259.500000 Penalty: 1090.669189
	Iteration 55Q: 3 clusters Score -8356260 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 75556 members 
Entering Unmasked Estep 
Score: -8356643.000000 Penalty: 1090.669189
	Iteration 56Q: 3 clusters Score -8356643 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -8356993.000000 Penalty: 1090.669189
	Iteration 57Q: 3 clusters Score -8356993 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -8357290.000000 Penalty: 1090.669189
	Iteration 58Q: 3 clusters Score -8357290 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -8357627.500000 Penalty: 1090.669189
	Iteration 59Q: 3 clusters Score -8357628 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 74311 members 
Entering Unmasked Estep 
Score: -8357900.500000 Penalty: 1090.669189
	Iteration 60F: 3 clusters Score -8357900 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -8358047.000000 Penalty: 1090.669189
	Iteration 61Q: 3 clusters Score -8358047 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -8358176.000000 Penalty: 1090.669189
	Iteration 62Q: 3 clusters Score -8358176 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -8358320.500000 Penalty: 1090.669189
	Iteration 63Q: 3 clusters Score -8358320 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87266 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -8358381.500000 Penalty: 1090.669189
	Iteration 64Q: 3 clusters Score -8358382 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -8358469.000000 Penalty: 1090.669189
	Iteration 65Q: 3 clusters Score -8358469 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -8358524.500000 Penalty: 1090.669189
	Iteration 66Q: 3 clusters Score -8358524 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -8358568.000000 Penalty: 1090.669189
	Iteration 67Q: 3 clusters Score -8358568 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -8358623.500000 Penalty: 1090.669189
	Iteration 68Q: 3 clusters Score -8358624 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -8358675.000000 Penalty: 1090.669189
	Iteration 69Q: 3 clusters Score -8358675 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -8358706.000000 Penalty: 1090.669189
	Iteration 70Q: 3 clusters Score -8358706 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -8358743.500000 Penalty: 1090.669189
	Iteration 71Q: 3 clusters Score -8358744 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -8358783.000000 Penalty: 1090.669189
	Iteration 72Q: 3 clusters Score -8358783 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -8358796.500000 Penalty: 1090.669189
	Iteration 73Q: 3 clusters Score -8358796 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -8358802.500000 Penalty: 1090.669189
	Iteration 74Q: 3 clusters Score -8358802 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 71373 members 
Entering Unmasked Estep 
Score: -8358805.000000 Penalty: 1090.669189
	Iteration 75Q: 3 clusters Score -8358805 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 71287 members 
Entering Unmasked Estep 
Score: -8358812.000000 Penalty: 1090.669189
	Iteration 76Q: 3 clusters Score -8358812 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -8358827.500000 Penalty: 1090.669189
	Iteration 77Q: 3 clusters Score -8358828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -8358828.500000 Penalty: 1090.669189
	Iteration 78Q: 3 clusters Score -8358828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -8358817.500000 Penalty: 1090.669189
	Iteration 79Q: 3 clusters Score -8358818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89345 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -8358805.500000 Penalty: 1090.669189
	Iteration 80F: 3 clusters Score -8358806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -8358803.000000 Penalty: 1090.669189
	Iteration 81Q: 3 clusters Score -8358803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -8358798.000000 Penalty: 1090.669189
	Iteration 82Q: 3 clusters Score -8358798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -8358793.000000 Penalty: 1090.669189
	Iteration 83Q: 3 clusters Score -8358793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 70950 members 
Entering Unmasked Estep 
Score: -8358801.500000 Penalty: 1090.669189
	Iteration 84Q: 3 clusters Score -8358802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -8358808.500000 Penalty: 1090.669189
	Iteration 85Q: 3 clusters Score -8358808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 70922 members 
Entering Unmasked Estep 
Score: -8358813.500000 Penalty: 1090.669189
	Iteration 86Q: 3 clusters Score -8358814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -8358818.000000 Penalty: 1090.669189
	Iteration 87Q: 3 clusters Score -8358818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 70897 members 
Entering Unmasked Estep 
Score: -8358822.000000 Penalty: 1090.669189
	Iteration 88Q: 3 clusters Score -8358822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89506 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -8358823.500000 Penalty: 1090.669189
	Iteration 89Q: 3 clusters Score -8358824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 70878 members 
Entering Unmasked Estep 
Score: -8358818.000000 Penalty: 1090.669189
	Iteration 90Q: 3 clusters Score -8358818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -8358817.000000 Penalty: 1090.669189
	Iteration 91Q: 3 clusters Score -8358817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -8358814.500000 Penalty: 1090.669189
	Iteration 92Q: 3 clusters Score -8358814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -8358820.500000 Penalty: 1090.669189
	Iteration 93Q: 3 clusters Score -8358820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -8358820.500000 Penalty: 1090.669189
	Iteration 94Q: 3 clusters Score -8358820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -8358817.500000 Penalty: 1090.669189
	Iteration 95Q: 3 clusters Score -8358818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89562 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -8358825.000000 Penalty: 1090.669189
	Iteration 96Q: 3 clusters Score -8358825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 70827 members 
Entering Unmasked Estep 
Score: -8358818.000000 Penalty: 1090.669189
	Iteration 97Q: 3 clusters Score -8358818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89567 members 
Mstep: Class 2 contains 70825 members 
Entering Unmasked Estep 
Score: -8358823.500000 Penalty: 1090.669189
	Iteration 98Q: 3 clusters Score -8358824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 70822 members 
Entering Unmasked Estep 
Score: -8358820.000000 Penalty: 1090.669189
	Iteration 99Q: 3 clusters Score -8358820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 70811 members 
Entering Unmasked Estep 
Score: -8358821.000000 Penalty: 1090.669189
	Iteration 100F: 3 clusters Score -8358821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -8358820.500000 Penalty: 1090.669189
	Iteration 101Q: 3 clusters Score -8358820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89586 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -8358814.500000 Penalty: 1090.669189
	Iteration 102Q: 3 clusters Score -8358814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -8358816.000000 Penalty: 1090.669189
	Iteration 103Q: 3 clusters Score -8358816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89590 members 
Mstep: Class 2 contains 70802 members 
Entering Unmasked Estep 
Score: -8358819.500000 Penalty: 1090.669189
	Iteration 104Q: 3 clusters Score -8358820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89591 members 
Mstep: Class 2 contains 70801 members 
Entering Unmasked Estep 
Score: -8358812.000000 Penalty: 1090.669189
	Iteration 105Q: 3 clusters Score -8358812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -8358818.500000 Penalty: 1090.669189
	Iteration 106Q: 3 clusters Score -8358818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89596 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -8358818.000000 Penalty: 1090.669189
	Iteration 107Q: 3 clusters Score -8358818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 70795 members 
Entering Unmasked Estep 
Score: -8358815.500000 Penalty: 1090.669189
	Iteration 108Q: 3 clusters Score -8358816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -8358820.000000 Penalty: 1090.669189
	Iteration 109Q: 3 clusters Score -8358820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8358815 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -8358815.000000 Penalty: 1090.669189
	Iteration 111F: 3 clusters Score -8358815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (135401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135401 members 
Entering Unmasked Estep 
Score: -7362190.500000 Penalty: 537.627808
	Iteration 0F: 2 clusters Score -7362190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -7281943.500000 Penalty: 1075.255615
	Iteration 0F: 3 clusters Score -7281944 nChanged 66167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68736 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7321333 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 66587 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7322368 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7323390 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70631 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -7324651.500000 Penalty: 1075.255615
	Iteration 4Q: 3 clusters Score -7324652 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -7326194.000000 Penalty: 1075.255615
	Iteration 5Q: 3 clusters Score -7326194 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -7328465.500000 Penalty: 1075.255615
	Iteration 6Q: 3 clusters Score -7328466 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -7331643.500000 Penalty: 1075.255615
	Iteration 7Q: 3 clusters Score -7331644 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -7336037.500000 Penalty: 1075.255615
	Iteration 8F: 3 clusters Score -7336038 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -7341132.000000 Penalty: 1075.255615
	Iteration 9F: 3 clusters Score -7341132 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99393 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -7346284.000000 Penalty: 1075.255615
	Iteration 10F: 3 clusters Score -7346284 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103045 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -7350348.000000 Penalty: 1075.255615
	Iteration 11F: 3 clusters Score -7350348 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104866 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -7353365.500000 Penalty: 1075.255615
	Iteration 12Q: 3 clusters Score -7353366 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105475 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -7355063.500000 Penalty: 1075.255615
	Iteration 13Q: 3 clusters Score -7355064 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -7355884.000000 Penalty: 1075.255615
	Iteration 14Q: 3 clusters Score -7355884 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105622 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -7356336.000000 Penalty: 1075.255615
	Iteration 15Q: 3 clusters Score -7356336 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -7356547.000000 Penalty: 1075.255615
	Iteration 16Q: 3 clusters Score -7356547 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105437 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -7356905.500000 Penalty: 1075.255615
	Iteration 17Q: 3 clusters Score -7356906 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -7357139.000000 Penalty: 1075.255615
	Iteration 18Q: 3 clusters Score -7357139 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105205 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -7357315.000000 Penalty: 1075.255615
	Iteration 19Q: 3 clusters Score -7357315 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105053 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -7357529.000000 Penalty: 1075.255615
	Iteration 20F: 3 clusters Score -7357529 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -7357774.000000 Penalty: 1075.255615
	Iteration 21Q: 3 clusters Score -7357774 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104881 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -7357947.000000 Penalty: 1075.255615
	Iteration 22Q: 3 clusters Score -7357947 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104883 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -7358112.000000 Penalty: 1075.255615
	Iteration 23Q: 3 clusters Score -7358112 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -7358258.000000 Penalty: 1075.255615
	Iteration 24Q: 3 clusters Score -7358258 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -7358398.500000 Penalty: 1075.255615
	Iteration 25Q: 3 clusters Score -7358398 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105074 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -7358585.500000 Penalty: 1075.255615
	Iteration 26Q: 3 clusters Score -7358586 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105165 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -7358721.000000 Penalty: 1075.255615
	Iteration 27Q: 3 clusters Score -7358721 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -7358886.500000 Penalty: 1075.255615
	Iteration 28Q: 3 clusters Score -7358886 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105367 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -7359003.500000 Penalty: 1075.255615
	Iteration 29Q: 3 clusters Score -7359004 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105490 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7359142 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7359238 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7359316 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7359386 nChanged 400
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105956 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7359460 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106075 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7359536 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106210 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7359549 nChanged 298
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Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7359592 nChanged 262
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Mstep: Class 1 contains 106468 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7359629 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7359655 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106737 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7359684 nChanged 215
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Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7359689 nChanged 214
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Mstep: Class 1 contains 106986 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7359704 nChanged 203
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Mstep: Class 1 contains 107117 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7359740 nChanged 206
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Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7359772 nChanged 211
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Mstep: Class 1 contains 107406 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7359796 nChanged 203
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Mstep: Class 1 contains 107559 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7359820 nChanged 208
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Mstep: Class 1 contains 107711 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7359880 nChanged 219
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Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7359898 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7359922 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108209 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7359932 nChanged 192
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Mstep: Class 1 contains 108381 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7359960 nChanged 163
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Mstep: Class 1 contains 108538 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7359971 nChanged 175
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Mstep: Class 1 contains 108699 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7359992 nChanged 190
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Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7360001 nChanged 210
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Mstep: Class 1 contains 109085 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7360022 nChanged 224
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Mstep: Class 1 contains 109307 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7360023 nChanged 215
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Mstep: Class 1 contains 109512 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7360080 nChanged 239
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Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7360090 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110174 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7360114 nChanged 234
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Mstep: Class 1 contains 110396 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7360124 nChanged 228
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Mstep: Class 1 contains 110624 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7360136 nChanged 218
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Mstep: Class 1 contains 110842 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7360136 nChanged 199
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Mstep: Class 1 contains 111037 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7360142 nChanged 185
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Mstep: Class 1 contains 111222 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7360134 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111379 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7360156 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111550 members 
Mstep: Class 2 contains 23851 members 
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	Iteration 67Q: 3 clusters Score -7360166 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111722 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7360182 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111899 members 
Mstep: Class 2 contains 23502 members 
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	Iteration 69Q: 3 clusters Score -7360182 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112060 members 
Mstep: Class 2 contains 23341 members 
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	Iteration 70Q: 3 clusters Score -7360196 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112229 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7360200 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7360206 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112543 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7360224 nChanged 148
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Mstep: Class 1 contains 112691 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7360224 nChanged 144
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Mstep: Class 1 contains 112835 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7360227 nChanged 153
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Mstep: Class 1 contains 112988 members 
Mstep: Class 2 contains 22413 members 
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	Iteration 76Q: 3 clusters Score -7360239 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 22269 members 
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	Iteration 77Q: 3 clusters Score -7360234 nChanged 138
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Mstep: Class 1 contains 113270 members 
Mstep: Class 2 contains 22131 members 
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	Iteration 78Q: 3 clusters Score -7360260 nChanged 145
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Mstep: Class 1 contains 113415 members 
Mstep: Class 2 contains 21986 members 
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	Iteration 79Q: 3 clusters Score -7360278 nChanged 158
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Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 21828 members 
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	Iteration 80F: 3 clusters Score -7360310 nChanged 146
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Mstep: Class 1 contains 113719 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7360342 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113873 members 
Mstep: Class 2 contains 21528 members 
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	Iteration 82Q: 3 clusters Score -7360374 nChanged 173
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Mstep: Class 1 contains 114046 members 
Mstep: Class 2 contains 21355 members 
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	Iteration 83Q: 3 clusters Score -7360382 nChanged 162
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Mstep: Class 1 contains 114208 members 
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	Iteration 84Q: 3 clusters Score -7360372 nChanged 159
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Mstep: Class 1 contains 114365 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7360396 nChanged 162
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Mstep: Class 1 contains 114527 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7360425 nChanged 142
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Mstep: Class 1 contains 114667 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7360441 nChanged 153
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Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7360454 nChanged 138
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Mstep: Class 1 contains 114956 members 
Mstep: Class 2 contains 20445 members 
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	Iteration 89Q: 3 clusters Score -7360452 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115089 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7360466 nChanged 129
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Mstep: Class 1 contains 115216 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7360474 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115346 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7360496 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115473 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7360504 nChanged 124
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Mstep: Class 1 contains 115595 members 
Mstep: Class 2 contains 19806 members 
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	Iteration 94Q: 3 clusters Score -7360515 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 115727 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7360514 nChanged 140
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Mstep: Class 1 contains 115867 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7360543 nChanged 143
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Mstep: Class 1 contains 116006 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7360556 nChanged 128
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Mstep: Class 1 contains 116134 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7360572 nChanged 130
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Mstep: Class 1 contains 116264 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7360582 nChanged 122
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Mstep: Class 1 contains 116384 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7360586 nChanged 111
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Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 18908 members 
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	Iteration 101Q: 3 clusters Score -7360582 nChanged 103
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Mstep: Class 1 contains 116590 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7360589 nChanged 102
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Mstep: Class 1 contains 116690 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7360596 nChanged 90
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Mstep: Class 1 contains 116776 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7360624 nChanged 74
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Mstep: Class 1 contains 116850 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -7360619.500000 Penalty: 1075.255615
	Iteration 105Q: 3 clusters Score -7360620 nChanged 79
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Mstep: Class 1 contains 116929 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7360646 nChanged 82
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Mstep: Class 1 contains 117011 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7360658 nChanged 73
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Mstep: Class 1 contains 117084 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7360656 nChanged 81
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Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7360670 nChanged 88
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Mstep: Class 1 contains 117253 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7360678 nChanged 94
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Mstep: Class 1 contains 117347 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7360712 nChanged 98
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Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7360715 nChanged 102
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Mstep: Class 1 contains 117547 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7360712 nChanged 121
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Mstep: Class 1 contains 117666 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7360724 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117780 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7360728 nChanged 124
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Mstep: Class 1 contains 117896 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7360736 nChanged 109
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Mstep: Class 1 contains 118001 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7360720 nChanged 95
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Mstep: Class 1 contains 118092 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -7360726.500000 Penalty: 1075.255615
	Iteration 118Q: 3 clusters Score -7360726 nChanged 96
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Mstep: Class 1 contains 118180 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -7360730.500000 Penalty: 1075.255615
	Iteration 119Q: 3 clusters Score -7360730 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118245 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -7360739.000000 Penalty: 1075.255615
	Iteration 120F: 3 clusters Score -7360739 nChanged 76
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Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -7360745.500000 Penalty: 1075.255615
	Iteration 121Q: 3 clusters Score -7360746 nChanged 84
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Mstep: Class 1 contains 118395 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7360746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118468 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7360758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118548 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7360786 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -7360790.500000 Penalty: 1075.255615
	Iteration 125Q: 3 clusters Score -7360790 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118712 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7360796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118777 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7360798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118842 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7360794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118889 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7360805 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7360812 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 118958 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7360812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118992 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -7360807.500000 Penalty: 1075.255615
	Iteration 132Q: 3 clusters Score -7360808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119020 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7360806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119051 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7360814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119079 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7360825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119109 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7360823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119141 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7360812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119174 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7360810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119209 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7360808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119237 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -7360804.000000 Penalty: 1075.255615
	Iteration 140F: 3 clusters Score -7360804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119272 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7360807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119306 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7360810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119346 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -7360813.000000 Penalty: 1075.255615
	Iteration 143Q: 3 clusters Score -7360813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119383 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -7360803.000000 Penalty: 1075.255615
	Iteration 144Q: 3 clusters Score -7360803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119423 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7360813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119467 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -7360823.500000 Penalty: 1075.255615
	Iteration 146Q: 3 clusters Score -7360824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119508 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -7360817.000000 Penalty: 1075.255615
	Iteration 147Q: 3 clusters Score -7360817 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119549 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7360812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119594 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -7360822.000000 Penalty: 1075.255615
	Iteration 149Q: 3 clusters Score -7360822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119653 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7360814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119719 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -7360816.000000 Penalty: 1075.255615
	Iteration 151Q: 3 clusters Score -7360816 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119794 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7360810 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7360803 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119914 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7360810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119968 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7360814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120024 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7360813 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120092 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -7360818.500000 Penalty: 1075.255615
	Iteration 157Q: 3 clusters Score -7360818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120162 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7360828 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120242 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -7360846.500000 Penalty: 1075.255615
	Iteration 159Q: 3 clusters Score -7360846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120319 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -7360852.000000 Penalty: 1075.255615
	Iteration 160F: 3 clusters Score -7360852 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120410 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7360854 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120495 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -7360862.500000 Penalty: 1075.255615
	Iteration 162Q: 3 clusters Score -7360862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7360856 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120654 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -7360849 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -7360833.000000 Penalty: 1075.255615
	Iteration 165Q: 3 clusters Score -7360833 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120795 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -7360839.500000 Penalty: 1075.255615
	Iteration 166Q: 3 clusters Score -7360840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120846 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -7360854.500000 Penalty: 1075.255615
	Iteration 167Q: 3 clusters Score -7360854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120894 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -7360853.500000 Penalty: 1075.255615
	Iteration 168Q: 3 clusters Score -7360854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120942 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7360850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120981 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7360860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121019 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -7360870.500000 Penalty: 1075.255615
	Iteration 171Q: 3 clusters Score -7360870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121063 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7360863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7360868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121141 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -7360870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -7360872.500000 Penalty: 1075.255615
	Iteration 175Q: 3 clusters Score -7360872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -7360869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121227 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7360868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121258 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7360867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121282 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7360876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121307 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -7360872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121338 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7360869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121370 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -7360860.500000 Penalty: 1075.255615
	Iteration 182Q: 3 clusters Score -7360860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121392 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -7360854.500000 Penalty: 1075.255615
	Iteration 183Q: 3 clusters Score -7360854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121413 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -7360847.000000 Penalty: 1075.255615
	Iteration 184Q: 3 clusters Score -7360847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121435 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -7360838.000000 Penalty: 1075.255615
	Iteration 185Q: 3 clusters Score -7360838 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 121458 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -7360836.500000 Penalty: 1075.255615
	Iteration 186Q: 3 clusters Score -7360836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121486 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -7360837.500000 Penalty: 1075.255615
	Iteration 187Q: 3 clusters Score -7360838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121523 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -7360842.500000 Penalty: 1075.255615
	Iteration 188Q: 3 clusters Score -7360842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121572 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -7360860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121613 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -7360867.000000 Penalty: 1075.255615
	Iteration 190Q: 3 clusters Score -7360867 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121662 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -7360862.500000 Penalty: 1075.255615
	Iteration 191Q: 3 clusters Score -7360862 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121711 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -7360870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -7360862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121814 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -7360860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121877 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -7360859.000000 Penalty: 1075.255615
	Iteration 195Q: 3 clusters Score -7360859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121937 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -7360864.500000 Penalty: 1075.255615
	Iteration 196Q: 3 clusters Score -7360864 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122011 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -7360878.000000 Penalty: 1075.255615
	Iteration 197Q: 3 clusters Score -7360878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122093 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -7360877.500000 Penalty: 1075.255615
	Iteration 198Q: 3 clusters Score -7360878 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122180 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -7360891.000000 Penalty: 1075.255615
	Iteration 199Q: 3 clusters Score -7360891 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122258 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -7360881.500000 Penalty: 1075.255615
	Iteration 200F: 3 clusters Score -7360882 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122327 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -7360902.500000 Penalty: 1075.255615
	Iteration 201Q: 3 clusters Score -7360902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122394 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7360914 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122466 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -7360928.000000 Penalty: 1075.255615
	Iteration 203Q: 3 clusters Score -7360928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122526 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -7360919.500000 Penalty: 1075.255615
	Iteration 204Q: 3 clusters Score -7360920 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122588 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -7360935.000000 Penalty: 1075.255615
	Iteration 205Q: 3 clusters Score -7360935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122650 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -7360951.000000 Penalty: 1075.255615
	Iteration 206Q: 3 clusters Score -7360951 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122700 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -7360972.000000 Penalty: 1075.255615
	Iteration 207Q: 3 clusters Score -7360972 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122756 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -7360971.000000 Penalty: 1075.255615
	Iteration 208Q: 3 clusters Score -7360971 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122811 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -7360985.500000 Penalty: 1075.255615
	Iteration 209Q: 3 clusters Score -7360986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122870 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -7360992 nChanged 63
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Mstep: Class 1 contains 122929 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -7360983.500000 Penalty: 1075.255615
	Iteration 211Q: 3 clusters Score -7360984 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122984 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -7360988.000000 Penalty: 1075.255615
	Iteration 212Q: 3 clusters Score -7360988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123037 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -7360978.500000 Penalty: 1075.255615
	Iteration 213Q: 3 clusters Score -7360978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123089 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -7360978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123139 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 123201 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -7360980 nChanged 59
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Mstep: Class 1 contains 123258 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -7360992 nChanged 62
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Mstep: Class 1 contains 123320 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 123383 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -7360987 nChanged 72
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Mstep: Class 1 contains 123455 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -7360990 nChanged 83
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Mstep: Class 1 contains 123538 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -7360990 nChanged 91
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Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 123704 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 123769 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -7361018 nChanged 65
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Mstep: Class 1 contains 123830 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -7361010 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 123884 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -7361011 nChanged 39
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -7361016 nChanged 42
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -7361013 nChanged 37
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Mstep: Class 1 contains 123998 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -7361013 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124037 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -7361015 nChanged 46
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Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -7361022 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -7361035 nChanged 47
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Mstep: Class 1 contains 124158 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -7361048 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124198 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -7361058 nChanged 48
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Mstep: Class 1 contains 124244 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -7361074 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124285 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -7361084 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124330 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -7361100 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124373 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -7361092 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -7361102 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -7361098 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -7361104 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -7361112 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -7361127 nChanged 33
Entering Unmasked Mstep 
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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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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -7361142 nChanged 22
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -7361158 nChanged 29
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -7361183 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -7361183 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -7361180 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -7361174 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124856 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -7361164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124886 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -7361166 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124920 members 
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -7361152 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -7361167 nChanged 30
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 125026 members 
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -7361162 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125081 members 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -7361172 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 125134 members 
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -7361188 nChanged 39
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Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -7361178 nChanged 43
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -7361175 nChanged 47
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Mstep: Class 1 contains 125253 members 
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -7361176 nChanged 51
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	Iteration 265Q: 3 clusters Score -7361178 nChanged 46
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	Iteration 266Q: 3 clusters Score -7361194 nChanged 56
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	Iteration 267Q: 3 clusters Score -7361193 nChanged 53
Entering Unmasked Mstep 
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	Iteration 268Q: 3 clusters Score -7361206 nChanged 58
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	Iteration 269Q: 3 clusters Score -7361202 nChanged 78
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	Iteration 270Q: 3 clusters Score -7361210 nChanged 73
Entering Unmasked Mstep 
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	Iteration 271Q: 3 clusters Score -7361220 nChanged 65
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -7361233 nChanged 58
Entering Unmasked Mstep 
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	Iteration 273Q: 3 clusters Score -7361247 nChanged 52
Entering Unmasked Mstep 
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	Iteration 274Q: 3 clusters Score -7361266 nChanged 51
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Mstep: Class 1 contains 125864 members 
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	Iteration 275Q: 3 clusters Score -7361280 nChanged 48
Entering Unmasked Mstep 
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	Iteration 276Q: 3 clusters Score -7361292 nChanged 42
Entering Unmasked Mstep 
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	Iteration 277Q: 3 clusters Score -7361272 nChanged 42
Entering Unmasked Mstep 
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	Iteration 278Q: 3 clusters Score -7361275 nChanged 52
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	Iteration 279Q: 3 clusters Score -7361278 nChanged 60
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	Iteration 280F: 3 clusters Score -7361265 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126156 members 
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	Iteration 281Q: 3 clusters Score -7361286 nChanged 63
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Mstep: Class 1 contains 126209 members 
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Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -7361284 nChanged 77
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	Iteration 283Q: 3 clusters Score -7361302 nChanged 75
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	Iteration 284Q: 3 clusters Score -7361310 nChanged 76
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	Iteration 285Q: 3 clusters Score -7361323 nChanged 57
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	Iteration 286Q: 3 clusters Score -7361336 nChanged 56
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	Iteration 287Q: 3 clusters Score -7361325 nChanged 56
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	Iteration 288Q: 3 clusters Score -7361322 nChanged 70
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	Iteration 289Q: 3 clusters Score -7361332 nChanged 82
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	Iteration 290Q: 3 clusters Score -7361338 nChanged 83
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	Iteration 291Q: 3 clusters Score -7361344 nChanged 76
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	Iteration 292Q: 3 clusters Score -7361340 nChanged 69
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	Iteration 293Q: 3 clusters Score -7361352 nChanged 55
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	Iteration 294Q: 3 clusters Score -7361352 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127023 members 
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	Iteration 295Q: 3 clusters Score -7361374 nChanged 51
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	Iteration 296Q: 3 clusters Score -7361376 nChanged 54
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	Iteration 297Q: 3 clusters Score -7361388 nChanged 52
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	Iteration 298Q: 3 clusters Score -7361400 nChanged 39
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	Iteration 299Q: 3 clusters Score -7361420 nChanged 38
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Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -7361418 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -7361436 nChanged 46
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Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -7361439 nChanged 57
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Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -7361454 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -7361448 nChanged 46
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 127523 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 127566 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -7361493 nChanged 50
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Mstep: Class 1 contains 127694 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 127736 members 
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Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -7361498 nChanged 58
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Entering Unmasked Estep 
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Mstep: Class 1 contains 127836 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -7361542 nChanged 68
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Mstep: Class 1 contains 127898 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 128143 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -7361606 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128181 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -7361618 nChanged 42
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Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -7361631 nChanged 41
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Mstep: Class 1 contains 128250 members 
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -7361646 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128285 members 
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Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -7361664 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -7361675 nChanged 45
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Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -7361683 nChanged 36
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Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -7361692 nChanged 41
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Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -7361699 nChanged 49
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -7361746 nChanged 72
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Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -7361757 nChanged 73
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Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -7361772 nChanged 78
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	Iteration 337Q: 3 clusters Score -7361801 nChanged 77
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -7361838 nChanged 84
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -7361874 nChanged 79
Entering Unmasked Mstep 
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	Iteration 343Q: 3 clusters Score -7361892 nChanged 66
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	Iteration 344Q: 3 clusters Score -7361891 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129401 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 129435 members 
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Mstep: Class 2 contains 5926 members 
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Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -7361968 nChanged 48
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 129633 members 
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	Iteration 355Q: 3 clusters Score -7362005 nChanged 53
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	Iteration 356Q: 3 clusters Score -7362023 nChanged 53
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	Iteration 357Q: 3 clusters Score -7362022 nChanged 41
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	Iteration 358Q: 3 clusters Score -7362029 nChanged 26
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	Iteration 359Q: 3 clusters Score -7362030 nChanged 24
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Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -7362027 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -7362045 nChanged 32
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Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -7362034 nChanged 28
Entering Unmasked Mstep 
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	Iteration 363Q: 3 clusters Score -7362032 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -7362040 nChanged 19
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	Iteration 365Q: 3 clusters Score -7362045 nChanged 29
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	Iteration 366Q: 3 clusters Score -7362052 nChanged 34
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	Iteration 367Q: 3 clusters Score -7362062 nChanged 40
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	Iteration 368Q: 3 clusters Score -7362078 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -7362084 nChanged 26
Entering Unmasked Mstep 
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	Iteration 370Q: 3 clusters Score -7362094 nChanged 29
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Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -7362084 nChanged 31
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Mstep: Class 1 contains 130083 members 
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	Iteration 372Q: 3 clusters Score -7362078 nChanged 33
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Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -7362081 nChanged 32
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Mstep: Class 1 contains 130134 members 
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Entering Unmasked Mstep 
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	Iteration 375Q: 3 clusters Score -7362092 nChanged 38
Entering Unmasked Mstep 
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	Iteration 376Q: 3 clusters Score -7362099 nChanged 36
Entering Unmasked Mstep 
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	Iteration 377Q: 3 clusters Score -7362096 nChanged 33
Entering Unmasked Mstep 
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	Iteration 378Q: 3 clusters Score -7362106 nChanged 40
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	Iteration 379Q: 3 clusters Score -7362118 nChanged 43
Entering Unmasked Mstep 
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	Iteration 380F: 3 clusters Score -7362111 nChanged 33
Entering Unmasked Mstep 
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	Iteration 381Q: 3 clusters Score -7362120 nChanged 24
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	Iteration 382Q: 3 clusters Score -7362118 nChanged 23
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	Iteration 383Q: 3 clusters Score -7362122 nChanged 18
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	Iteration 385Q: 3 clusters Score -7362122 nChanged 15
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	Iteration 386Q: 3 clusters Score -7362122 nChanged 17
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	Iteration 387Q: 3 clusters Score -7362134 nChanged 15
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	Iteration 388Q: 3 clusters Score -7362134 nChanged 13
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	Iteration 389Q: 3 clusters Score -7362140 nChanged 17
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	Iteration 390Q: 3 clusters Score -7362142 nChanged 18
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	Iteration 391Q: 3 clusters Score -7362142 nChanged 14
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	Iteration 393Q: 3 clusters Score -7362133 nChanged 10
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	Iteration 394Q: 3 clusters Score -7362130 nChanged 6
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	Iteration 395Q: 3 clusters Score -7362134 nChanged 3
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	Iteration 396Q: 3 clusters Score -7362130 nChanged 8
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Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -7362140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130408 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -7362140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130409 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -7362133.500000 Penalty: 1075.255615
	Iteration 399Q: 3 clusters Score -7362134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130410 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -7362132.000000 Penalty: 1075.255615
	Iteration 400F: 3 clusters Score -7362132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130409 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -7362133.000000 Penalty: 1075.255615
	Iteration 401Q: 3 clusters Score -7362133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130409 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -7362135.000000 Penalty: 1075.255615
	Iteration 402Q: 3 clusters Score -7362135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130409 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -7362137.000000 Penalty: 1075.255615
	Iteration 403Q: 3 clusters Score -7362137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130410 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -7362134.500000 Penalty: 1075.255615
	Iteration 404Q: 3 clusters Score -7362134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130411 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -7362132.500000 Penalty: 1075.255615
	Iteration 405Q: 3 clusters Score -7362132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130411 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -7362132.500000 Penalty: 1075.255615
	Iteration 406F: 3 clusters Score -7362132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (118625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118625 members 
Entering Unmasked Estep 
Score: -6465214.000000 Penalty: 531.609375
	Iteration 0F: 2 clusters Score -6465214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -6390328.000000 Penalty: 1063.218750
	Iteration 0F: 3 clusters Score -6390328 nChanged 58205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6432690 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -6439572 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -6446802.500000 Penalty: 1063.218750
	Iteration 3F: 3 clusters Score -6446802 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -6451994.500000 Penalty: 1063.218750
	Iteration 4F: 3 clusters Score -6451994 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -6454579.000000 Penalty: 1063.218750
	Iteration 5Q: 3 clusters Score -6454579 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -6455702.500000 Penalty: 1063.218750
	Iteration 6Q: 3 clusters Score -6455702 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -6456216.000000 Penalty: 1063.218750
	Iteration 7Q: 3 clusters Score -6456216 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 96181 members 
Entering Unmasked Estep 
Score: -6456614.000000 Penalty: 1063.218750
	Iteration 8Q: 3 clusters Score -6456614 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 97298 members 
Entering Unmasked Estep 
Score: -6456984.000000 Penalty: 1063.218750
	Iteration 9Q: 3 clusters Score -6456984 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -6457390.000000 Penalty: 1063.218750
	Iteration 10Q: 3 clusters Score -6457390 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -6457826.500000 Penalty: 1063.218750
	Iteration 11Q: 3 clusters Score -6457826 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -6458242.500000 Penalty: 1063.218750
	Iteration 12Q: 3 clusters Score -6458242 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 100420 members 
Entering Unmasked Estep 
Score: -6458632.500000 Penalty: 1063.218750
	Iteration 13Q: 3 clusters Score -6458632 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -6458958.000000 Penalty: 1063.218750
	Iteration 14Q: 3 clusters Score -6458958 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -6459292.500000 Penalty: 1063.218750
	Iteration 15Q: 3 clusters Score -6459292 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 101253 members 
Entering Unmasked Estep 
Score: -6459577.000000 Penalty: 1063.218750
	Iteration 16Q: 3 clusters Score -6459577 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -6459953.500000 Penalty: 1063.218750
	Iteration 17Q: 3 clusters Score -6459954 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
Score: -6460301.000000 Penalty: 1063.218750
	Iteration 18Q: 3 clusters Score -6460301 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 101326 members 
Entering Unmasked Estep 
Score: -6460642.000000 Penalty: 1063.218750
	Iteration 19Q: 3 clusters Score -6460642 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 101205 members 
Entering Unmasked Estep 
Score: -6461026.500000 Penalty: 1063.218750
	Iteration 20F: 3 clusters Score -6461026 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -6461448.500000 Penalty: 1063.218750
	Iteration 21Q: 3 clusters Score -6461448 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -6461833.500000 Penalty: 1063.218750
	Iteration 22Q: 3 clusters Score -6461834 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -6462171.000000 Penalty: 1063.218750
	Iteration 23Q: 3 clusters Score -6462171 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -6462544.000000 Penalty: 1063.218750
	Iteration 24Q: 3 clusters Score -6462544 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 100615 members 
Entering Unmasked Estep 
Score: -6462869.500000 Penalty: 1063.218750
	Iteration 25Q: 3 clusters Score -6462870 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 100547 members 
Entering Unmasked Estep 
Score: -6463164.500000 Penalty: 1063.218750
	Iteration 26Q: 3 clusters Score -6463164 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 100499 members 
Entering Unmasked Estep 
Score: -6463394.500000 Penalty: 1063.218750
	Iteration 27Q: 3 clusters Score -6463394 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -6463599.500000 Penalty: 1063.218750
	Iteration 28Q: 3 clusters Score -6463600 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 100504 members 
Entering Unmasked Estep 
Score: -6463812.500000 Penalty: 1063.218750
	Iteration 29Q: 3 clusters Score -6463812 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 100542 members 
Entering Unmasked Estep 
Score: -6463978.500000 Penalty: 1063.218750
	Iteration 30Q: 3 clusters Score -6463978 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -6464080.000000 Penalty: 1063.218750
	Iteration 31Q: 3 clusters Score -6464080 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -6464176.000000 Penalty: 1063.218750
	Iteration 32Q: 3 clusters Score -6464176 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 100903 members 
Entering Unmasked Estep 
Score: -6464256.000000 Penalty: 1063.218750
	Iteration 33Q: 3 clusters Score -6464256 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -6464347.500000 Penalty: 1063.218750
	Iteration 34Q: 3 clusters Score -6464348 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -6464443.000000 Penalty: 1063.218750
	Iteration 35Q: 3 clusters Score -6464443 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -6464495.000000 Penalty: 1063.218750
	Iteration 36Q: 3 clusters Score -6464495 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 101530 members 
Entering Unmasked Estep 
Score: -6464549.500000 Penalty: 1063.218750
	Iteration 37Q: 3 clusters Score -6464550 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 101683 members 
Entering Unmasked Estep 
Score: -6464585.500000 Penalty: 1063.218750
	Iteration 38Q: 3 clusters Score -6464586 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 101843 members 
Entering Unmasked Estep 
Score: -6464640.000000 Penalty: 1063.218750
	Iteration 39Q: 3 clusters Score -6464640 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 101996 members 
Entering Unmasked Estep 
Score: -6464788.500000 Penalty: 1063.218750
	Iteration 40F: 3 clusters Score -6464788 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -6464896.000000 Penalty: 1063.218750
	Iteration 41Q: 3 clusters Score -6464896 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 102130 members 
Entering Unmasked Estep 
Score: -6465008.000000 Penalty: 1063.218750
	Iteration 42Q: 3 clusters Score -6465008 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 102210 members 
Entering Unmasked Estep 
Score: -6465065.000000 Penalty: 1063.218750
	Iteration 43Q: 3 clusters Score -6465065 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 102290 members 
Entering Unmasked Estep 
Score: -6465163.000000 Penalty: 1063.218750
	Iteration 44Q: 3 clusters Score -6465163 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 102393 members 
Entering Unmasked Estep 
Score: -6465217.500000 Penalty: 1063.218750
	Iteration 45Q: 3 clusters Score -6465218 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
Score: -6465294.000000 Penalty: 1063.218750
	Iteration 46Q: 3 clusters Score -6465294 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 102569 members 
Entering Unmasked Estep 
Score: -6465338.000000 Penalty: 1063.218750
	Iteration 47Q: 3 clusters Score -6465338 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 102652 members 
Entering Unmasked Estep 
Score: -6465362.500000 Penalty: 1063.218750
	Iteration 48Q: 3 clusters Score -6465362 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -6465417.000000 Penalty: 1063.218750
	Iteration 49Q: 3 clusters Score -6465417 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 102832 members 
Entering Unmasked Estep 
Score: -6465463.000000 Penalty: 1063.218750
	Iteration 50Q: 3 clusters Score -6465463 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 102899 members 
Entering Unmasked Estep 
Score: -6465484.000000 Penalty: 1063.218750
	Iteration 51Q: 3 clusters Score -6465484 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 102972 members 
Entering Unmasked Estep 
Score: -6465504.500000 Penalty: 1063.218750
	Iteration 52Q: 3 clusters Score -6465504 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 103048 members 
Entering Unmasked Estep 
Score: -6465543.500000 Penalty: 1063.218750
	Iteration 53Q: 3 clusters Score -6465544 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 103113 members 
Entering Unmasked Estep 
Score: -6465562.500000 Penalty: 1063.218750
	Iteration 54Q: 3 clusters Score -6465562 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 103170 members 
Entering Unmasked Estep 
Score: -6465583.000000 Penalty: 1063.218750
	Iteration 55Q: 3 clusters Score -6465583 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 103220 members 
Entering Unmasked Estep 
Score: -6465592.000000 Penalty: 1063.218750
	Iteration 56Q: 3 clusters Score -6465592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 103258 members 
Entering Unmasked Estep 
Score: -6465603.500000 Penalty: 1063.218750
	Iteration 57Q: 3 clusters Score -6465604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 103286 members 
Entering Unmasked Estep 
Score: -6465604.000000 Penalty: 1063.218750
	Iteration 58Q: 3 clusters Score -6465604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 103313 members 
Entering Unmasked Estep 
Score: -6465607.500000 Penalty: 1063.218750
	Iteration 59Q: 3 clusters Score -6465608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 103354 members 
Entering Unmasked Estep 
Score: -6465609.000000 Penalty: 1063.218750
	Iteration 60F: 3 clusters Score -6465609 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -6465620.000000 Penalty: 1063.218750
	Iteration 61Q: 3 clusters Score -6465620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 103414 members 
Entering Unmasked Estep 
Score: -6465625.000000 Penalty: 1063.218750
	Iteration 62Q: 3 clusters Score -6465625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 103457 members 
Entering Unmasked Estep 
Score: -6465619.000000 Penalty: 1063.218750
	Iteration 63Q: 3 clusters Score -6465619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 103508 members 
Entering Unmasked Estep 
Score: -6465630.000000 Penalty: 1063.218750
	Iteration 64Q: 3 clusters Score -6465630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
Score: -6465622.000000 Penalty: 1063.218750
	Iteration 65Q: 3 clusters Score -6465622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -6465623.000000 Penalty: 1063.218750
	Iteration 66Q: 3 clusters Score -6465623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 103598 members 
Entering Unmasked Estep 
Score: -6465632.500000 Penalty: 1063.218750
	Iteration 67Q: 3 clusters Score -6465632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 103612 members 
Entering Unmasked Estep 
Score: -6465630.000000 Penalty: 1063.218750
	Iteration 68Q: 3 clusters Score -6465630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 103623 members 
Entering Unmasked Estep 
Score: -6465646.500000 Penalty: 1063.218750
	Iteration 69Q: 3 clusters Score -6465646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -6465634.000000 Penalty: 1063.218750
	Iteration 70Q: 3 clusters Score -6465634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 103624 members 
Entering Unmasked Estep 
Score: -6465634.500000 Penalty: 1063.218750
	Iteration 71Q: 3 clusters Score -6465634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 103622 members 
Entering Unmasked Estep 
Score: -6465627.000000 Penalty: 1063.218750
	Iteration 72Q: 3 clusters Score -6465627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -6465631.000000 Penalty: 1063.218750
	Iteration 73Q: 3 clusters Score -6465631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -6465621.500000 Penalty: 1063.218750
	Iteration 74Q: 3 clusters Score -6465622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 103630 members 
Entering Unmasked Estep 
Score: -6465626.000000 Penalty: 1063.218750
	Iteration 75Q: 3 clusters Score -6465626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -6465631.500000 Penalty: 1063.218750
	Iteration 76Q: 3 clusters Score -6465632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -6465627.500000 Penalty: 1063.218750
	Iteration 77Q: 3 clusters Score -6465628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -6465621.000000 Penalty: 1063.218750
	Iteration 78Q: 3 clusters Score -6465621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 103599 members 
Entering Unmasked Estep 
Score: -6465625.500000 Penalty: 1063.218750
	Iteration 79Q: 3 clusters Score -6465626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 103591 members 
Entering Unmasked Estep 
Score: -6465622.000000 Penalty: 1063.218750
	Iteration 80F: 3 clusters Score -6465622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 103587 members 
Entering Unmasked Estep 
Score: -6465617.000000 Penalty: 1063.218750
	Iteration 81Q: 3 clusters Score -6465617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 103581 members 
Entering Unmasked Estep 
Score: -6465617.500000 Penalty: 1063.218750
	Iteration 82Q: 3 clusters Score -6465618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 103575 members 
Entering Unmasked Estep 
Score: -6465621.000000 Penalty: 1063.218750
	Iteration 83Q: 3 clusters Score -6465621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 103569 members 
Entering Unmasked Estep 
Score: -6465633.000000 Penalty: 1063.218750
	Iteration 84Q: 3 clusters Score -6465633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 103564 members 
Entering Unmasked Estep 
Score: -6465631.000000 Penalty: 1063.218750
	Iteration 85Q: 3 clusters Score -6465631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
Score: -6465630.000000 Penalty: 1063.218750
	Iteration 86Q: 3 clusters Score -6465630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 103557 members 
Entering Unmasked Estep 
Score: -6465624.500000 Penalty: 1063.218750
	Iteration 87Q: 3 clusters Score -6465624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 103552 members 
Entering Unmasked Estep 
Score: -6465621.500000 Penalty: 1063.218750
	Iteration 88Q: 3 clusters Score -6465622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 103549 members 
Entering Unmasked Estep 
Score: -6465620.000000 Penalty: 1063.218750
	Iteration 89Q: 3 clusters Score -6465620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 103547 members 
Entering Unmasked Estep 
Score: -6465617.500000 Penalty: 1063.218750
	Iteration 90Q: 3 clusters Score -6465618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
Score: -6465619.500000 Penalty: 1063.218750
	Iteration 91Q: 3 clusters Score -6465620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -6465619.500000 Penalty: 1063.218750
	Iteration 92Q: 3 clusters Score -6465620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 103542 members 
Entering Unmasked Estep 
Score: -6465620.500000 Penalty: 1063.218750
	Iteration 93Q: 3 clusters Score -6465620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -6465615.000000 Penalty: 1063.218750
	Iteration 94Q: 3 clusters Score -6465615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -6465613.000000 Penalty: 1063.218750
	Iteration 95Q: 3 clusters Score -6465613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 103534 members 
Entering Unmasked Estep 
Score: -6465614.000000 Penalty: 1063.218750
	Iteration 96Q: 3 clusters Score -6465614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 103531 members 
Entering Unmasked Estep 
Score: -6465609.000000 Penalty: 1063.218750
	Iteration 97Q: 3 clusters Score -6465609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -6465614.000000 Penalty: 1063.218750
	Iteration 98Q: 3 clusters Score -6465614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -6465615.500000 Penalty: 1063.218750
	Iteration 99Q: 3 clusters Score -6465616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 103530 members 
Entering Unmasked Estep 
Score: -6465614.000000 Penalty: 1063.218750
	Iteration 100F: 3 clusters Score -6465614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -6465615.500000 Penalty: 1063.218750
	Iteration 101Q: 3 clusters Score -6465616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -6465617.000000 Penalty: 1063.218750
	Iteration 102Q: 3 clusters Score -6465617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 103527 members 
Entering Unmasked Estep 
Score: -6465615.500000 Penalty: 1063.218750
	Iteration 103Q: 3 clusters Score -6465616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 103527 members 
Entering Unmasked Estep 
Score: -6465615.500000 Penalty: 1063.218750
	Iteration 104F: 3 clusters Score -6465616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 160392 members 
Mstep: Class 3 contains 135401 members 
Mstep: Class 4 contains 15098 members 
Mstep: Class 5 contains 150332 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 94517 members 
Mstep: Class 8 contains 31220 members 
Mstep: Class 9 contains 94722 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 11 contains 103527 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 160075 members 
Mstep: Class 14 contains 100408 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 71297 members 
Mstep: Class 18 contains 157120 members 
Mstep: Class 19 contains 177351 members 
Mstep: Class 20 contains 56280 members 
Mstep: Class 21 contains 106091 members 
Entering Unmasked Estep 
Score: -87157264.000000 Penalty: 13724.609375
Splitting cluster 4 changes total score from -87157016.000000 to -87157264.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (150332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150332 members 
Entering Unmasked Estep 
Score: -8002230.000000 Penalty: 542.387390
	Iteration 0F: 2 clusters Score -8002230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75350 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7907094 nChanged 73810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 67448 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7953910 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 63640 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7959622 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -7966988 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90915 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -7975543.500000 Penalty: 1084.774780
	Iteration 4F: 3 clusters Score -7975544 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -7984015.500000 Penalty: 1084.774780
	Iteration 5F: 3 clusters Score -7984016 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -7989977.500000 Penalty: 1084.774780
	Iteration 6F: 3 clusters Score -7989978 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -7993111.000000 Penalty: 1084.774780
	Iteration 7Q: 3 clusters Score -7993111 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 66851 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7994560 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81034 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -7995502.500000 Penalty: 1084.774780
	Iteration 9Q: 3 clusters Score -7995502 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7996387 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7997374 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70599 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -7998445.500000 Penalty: 1084.774780
	Iteration 12Q: 3 clusters Score -7998446 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -7999812.000000 Penalty: 1084.774780
	Iteration 13Q: 3 clusters Score -7999812 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -8001225.000000 Penalty: 1084.774780
	Iteration 14Q: 3 clusters Score -8001225 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 93348 members 
Entering Unmasked Estep 
Score: -8002602.000000 Penalty: 1084.774780
	Iteration 15Q: 3 clusters Score -8002602 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -8003778.500000 Penalty: 1084.774780
	Iteration 16Q: 3 clusters Score -8003778 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -8004609.000000 Penalty: 1084.774780
	Iteration 17Q: 3 clusters Score -8004609 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 102331 members 
Entering Unmasked Estep 
Score: -8005218.000000 Penalty: 1084.774780
	Iteration 18Q: 3 clusters Score -8005218 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -8005474.500000 Penalty: 1084.774780
	Iteration 19Q: 3 clusters Score -8005474 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -8005720.000000 Penalty: 1084.774780
	Iteration 20F: 3 clusters Score -8005720 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -8005953.500000 Penalty: 1084.774780
	Iteration 21Q: 3 clusters Score -8005954 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 107673 members 
Entering Unmasked Estep 
Score: -8006040.500000 Penalty: 1084.774780
	Iteration 22Q: 3 clusters Score -8006040 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 108658 members 
Entering Unmasked Estep 
Score: -8006154.500000 Penalty: 1084.774780
	Iteration 23Q: 3 clusters Score -8006154 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 109625 members 
Entering Unmasked Estep 
Score: -8006217.000000 Penalty: 1084.774780
	Iteration 24Q: 3 clusters Score -8006217 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 110569 members 
Entering Unmasked Estep 
Score: -8006343.500000 Penalty: 1084.774780
	Iteration 25Q: 3 clusters Score -8006344 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 111417 members 
Entering Unmasked Estep 
Score: -8006441.000000 Penalty: 1084.774780
	Iteration 26Q: 3 clusters Score -8006441 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 112225 members 
Entering Unmasked Estep 
Score: -8006575.500000 Penalty: 1084.774780
	Iteration 27Q: 3 clusters Score -8006576 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 113023 members 
Entering Unmasked Estep 
Score: -8006676.500000 Penalty: 1084.774780
	Iteration 28Q: 3 clusters Score -8006676 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 113833 members 
Entering Unmasked Estep 
Score: -8006773.000000 Penalty: 1084.774780
	Iteration 29Q: 3 clusters Score -8006773 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -8006826.500000 Penalty: 1084.774780
	Iteration 30Q: 3 clusters Score -8006826 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 115414 members 
Entering Unmasked Estep 
Score: -8006942.500000 Penalty: 1084.774780
	Iteration 31Q: 3 clusters Score -8006942 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 116161 members 
Entering Unmasked Estep 
Score: -8007057.000000 Penalty: 1084.774780
	Iteration 32Q: 3 clusters Score -8007057 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 116894 members 
Entering Unmasked Estep 
Score: -8007137.000000 Penalty: 1084.774780
	Iteration 33Q: 3 clusters Score -8007137 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 117669 members 
Entering Unmasked Estep 
Score: -8007241.500000 Penalty: 1084.774780
	Iteration 34Q: 3 clusters Score -8007242 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 118433 members 
Entering Unmasked Estep 
Score: -8007344.000000 Penalty: 1084.774780
	Iteration 35Q: 3 clusters Score -8007344 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 119124 members 
Entering Unmasked Estep 
Score: -8007455.500000 Penalty: 1084.774780
	Iteration 36Q: 3 clusters Score -8007456 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 119830 members 
Entering Unmasked Estep 
Score: -8007594.000000 Penalty: 1084.774780
	Iteration 37Q: 3 clusters Score -8007594 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 120511 members 
Entering Unmasked Estep 
Score: -8007704.000000 Penalty: 1084.774780
	Iteration 38Q: 3 clusters Score -8007704 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 121140 members 
Entering Unmasked Estep 
Score: -8007806.000000 Penalty: 1084.774780
	Iteration 39Q: 3 clusters Score -8007806 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 121789 members 
Entering Unmasked Estep 
Score: -8007893.000000 Penalty: 1084.774780
	Iteration 40F: 3 clusters Score -8007893 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 122427 members 
Entering Unmasked Estep 
Score: -8007955.000000 Penalty: 1084.774780
	Iteration 41Q: 3 clusters Score -8007955 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 122996 members 
Entering Unmasked Estep 
Score: -8008038.000000 Penalty: 1084.774780
	Iteration 42Q: 3 clusters Score -8008038 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 123528 members 
Entering Unmasked Estep 
Score: -8008075.500000 Penalty: 1084.774780
	Iteration 43Q: 3 clusters Score -8008076 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 124058 members 
Entering Unmasked Estep 
Score: -8008175.500000 Penalty: 1084.774780
	Iteration 44Q: 3 clusters Score -8008176 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 124604 members 
Entering Unmasked Estep 
Score: -8008223.000000 Penalty: 1084.774780
	Iteration 45Q: 3 clusters Score -8008223 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 125141 members 
Entering Unmasked Estep 
Score: -8008300.000000 Penalty: 1084.774780
	Iteration 46Q: 3 clusters Score -8008300 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 125678 members 
Entering Unmasked Estep 
Score: -8008420.000000 Penalty: 1084.774780
	Iteration 47Q: 3 clusters Score -8008420 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 126201 members 
Entering Unmasked Estep 
Score: -8008534.000000 Penalty: 1084.774780
	Iteration 48Q: 3 clusters Score -8008534 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 126701 members 
Entering Unmasked Estep 
Score: -8008600.500000 Penalty: 1084.774780
	Iteration 49Q: 3 clusters Score -8008600 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 127190 members 
Entering Unmasked Estep 
Score: -8008631.000000 Penalty: 1084.774780
	Iteration 50Q: 3 clusters Score -8008631 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 127680 members 
Entering Unmasked Estep 
Score: -8008731.000000 Penalty: 1084.774780
	Iteration 51Q: 3 clusters Score -8008731 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 128081 members 
Entering Unmasked Estep 
Score: -8008770.500000 Penalty: 1084.774780
	Iteration 52Q: 3 clusters Score -8008770 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 128410 members 
Entering Unmasked Estep 
Score: -8008831.500000 Penalty: 1084.774780
	Iteration 53Q: 3 clusters Score -8008832 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 128705 members 
Entering Unmasked Estep 
Score: -8008879.000000 Penalty: 1084.774780
	Iteration 54Q: 3 clusters Score -8008879 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 128993 members 
Entering Unmasked Estep 
Score: -8008910.000000 Penalty: 1084.774780
	Iteration 55Q: 3 clusters Score -8008910 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 129275 members 
Entering Unmasked Estep 
Score: -8008937.000000 Penalty: 1084.774780
	Iteration 56Q: 3 clusters Score -8008937 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 129572 members 
Entering Unmasked Estep 
Score: -8008959.000000 Penalty: 1084.774780
	Iteration 57Q: 3 clusters Score -8008959 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -8008956.500000 Penalty: 1084.774780
	Iteration 58Q: 3 clusters Score -8008956 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 130106 members 
Entering Unmasked Estep 
Score: -8008976.500000 Penalty: 1084.774780
	Iteration 59Q: 3 clusters Score -8008976 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 130341 members 
Entering Unmasked Estep 
Score: -8008961.500000 Penalty: 1084.774780
	Iteration 60F: 3 clusters Score -8008962 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 130561 members 
Entering Unmasked Estep 
Score: -8008997.500000 Penalty: 1084.774780
	Iteration 61Q: 3 clusters Score -8008998 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 130760 members 
Entering Unmasked Estep 
Score: -8009041.000000 Penalty: 1084.774780
	Iteration 62Q: 3 clusters Score -8009041 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 130927 members 
Entering Unmasked Estep 
Score: -8009043.500000 Penalty: 1084.774780
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 131097 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 131288 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8009126 nChanged 193
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Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 131481 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8009141 nChanged 188
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Mstep: Class 1 contains 18663 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8009148 nChanged 198
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Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 131867 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8009168 nChanged 177
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Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 132044 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8009192 nChanged 169
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Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 132213 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8009213 nChanged 171
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Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 132384 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8009208 nChanged 153
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Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 132537 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8009206 nChanged 123
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Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 132660 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8009226 nChanged 114
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Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 132772 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8009213 nChanged 110
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Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 132882 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8009230 nChanged 101
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Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 132983 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 133075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 133154 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8009277 nChanged 88
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Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 133242 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8009268 nChanged 71
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Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 133313 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8009269 nChanged 80
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Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 133393 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8009256 nChanged 65
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Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 133458 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8009243 nChanged 53
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Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 133511 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8009244 nChanged 46
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Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 133557 members 
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	Iteration 84Q: 3 clusters Score -8009250 nChanged 45
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Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 133602 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8009252 nChanged 23
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Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 133625 members 
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	Iteration 86Q: 3 clusters Score -8009256 nChanged 30
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Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 133655 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8009254 nChanged 28
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Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 133683 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8009266 nChanged 24
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Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 133707 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 133724 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 133748 members 
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Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 133771 members 
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	Iteration 92Q: 3 clusters Score -8009277 nChanged 23
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Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 133794 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16510 members 
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Mstep: Class 1 contains 16484 members 
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Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 133881 members 
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Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 133910 members 
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	Iteration 97Q: 3 clusters Score -8009284 nChanged 29
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Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 133939 members 
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	Iteration 98Q: 3 clusters Score -8009285 nChanged 30
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Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 133969 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8009272 nChanged 35
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Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 134004 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8009271 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 134039 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8009272 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 134084 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8009288 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 134134 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8009294 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 134179 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8009278 nChanged 36
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Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 134215 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8009264 nChanged 34
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Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 134249 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8009264 nChanged 30
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Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 134279 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8009277 nChanged 31
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Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 134310 members 
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	Iteration 108Q: 3 clusters Score -8009283 nChanged 28
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Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 134338 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8009278 nChanged 27
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Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 134365 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8009290 nChanged 16
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Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 134381 members 
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	Iteration 111Q: 3 clusters Score -8009280 nChanged 10
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Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 134391 members 
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	Iteration 112Q: 3 clusters Score -8009283 nChanged 8
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Mstep: Class 1 contains 15933 members 
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	Iteration 113Q: 3 clusters Score -8009272 nChanged 11
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Mstep: Class 1 contains 15922 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8009276 nChanged 12
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Mstep: Class 1 contains 15910 members 
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	Iteration 115Q: 3 clusters Score -8009280 nChanged 12
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Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 134434 members 
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	Iteration 116Q: 3 clusters Score -8009283 nChanged 12
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Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 134444 members 
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	Iteration 117Q: 3 clusters Score -8009282 nChanged 7
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Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 134451 members 
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	Iteration 118Q: 3 clusters Score -8009285 nChanged 6
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Mstep: Class 2 contains 134457 members 
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	Iteration 119Q: 3 clusters Score -8009283 nChanged 4
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Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 134459 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8009280 nChanged 3
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Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 134462 members 
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	Iteration 121Q: 3 clusters Score -8009280 nChanged 3
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Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 134465 members 
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	Iteration 122Q: 3 clusters Score -8009280 nChanged 5
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Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 134470 members 
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	Iteration 123Q: 3 clusters Score -8009280 nChanged 3
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Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 134473 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8009282 nChanged 2
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Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 134475 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8009276 nChanged 5
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Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 134480 members 
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	Iteration 126Q: 3 clusters Score -8009280 nChanged 3
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	Iteration 127Q: 3 clusters Score -8009270 nChanged 8
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Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 134491 members 
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	Iteration 128Q: 3 clusters Score -8009265 nChanged 12
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Mstep: Class 1 contains 15829 members 
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	Iteration 129Q: 3 clusters Score -8009270 nChanged 15
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Mstep: Class 1 contains 15814 members 
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	Iteration 130Q: 3 clusters Score -8009260 nChanged 12
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Mstep: Class 2 contains 134530 members 
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	Iteration 131Q: 3 clusters Score -8009262 nChanged 9
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Mstep: Class 1 contains 15793 members 
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	Iteration 132Q: 3 clusters Score -8009268 nChanged 8
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Mstep: Class 1 contains 15785 members 
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	Iteration 133Q: 3 clusters Score -8009264 nChanged 5
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	Iteration 134Q: 3 clusters Score -8009258 nChanged 6
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	Iteration 135Q: 3 clusters Score -8009262 nChanged 9
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	Iteration 136Q: 3 clusters Score -8009262 nChanged 7
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	Iteration 137Q: 3 clusters Score -8009258 nChanged 9
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	Iteration 138Q: 3 clusters Score -8009261 nChanged 14
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	Iteration 139Q: 3 clusters Score -8009269 nChanged 16
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	Iteration 140F: 3 clusters Score -8009262 nChanged 12
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	Iteration 141Q: 3 clusters Score -8009262 nChanged 10
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	Iteration 142Q: 3 clusters Score -8009254 nChanged 5
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Mstep: Class 2 contains 134640 members 
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	Iteration 143Q: 3 clusters Score -8009264 nChanged 11
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	Iteration 144Q: 3 clusters Score -8009258 nChanged 16
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	Iteration 145Q: 3 clusters Score -8009270 nChanged 17
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8009278 nChanged 20
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8009286 nChanged 27
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	Iteration 148Q: 3 clusters Score -8009282 nChanged 25
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	Iteration 149Q: 3 clusters Score -8009288 nChanged 19
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	Iteration 150Q: 3 clusters Score -8009286 nChanged 19
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	Iteration 151Q: 3 clusters Score -8009282 nChanged 15
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	Iteration 152Q: 3 clusters Score -8009282 nChanged 7
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	Iteration 153Q: 3 clusters Score -8009274 nChanged 5
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	Iteration 154Q: 3 clusters Score -8009280 nChanged 9
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	Iteration 155Q: 3 clusters Score -8009287 nChanged 10
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Entering Unmasked Estep 
Score: -8009283.000000 Penalty: 1084.774780
	Iteration 156Q: 3 clusters Score -8009283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 134849 members 
Entering Unmasked Estep 
Score: -8009282.500000 Penalty: 1084.774780
	Iteration 157Q: 3 clusters Score -8009282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 134856 members 
Entering Unmasked Estep 
Score: -8009273.000000 Penalty: 1084.774780
	Iteration 158Q: 3 clusters Score -8009273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 134859 members 
Entering Unmasked Estep 
Score: -8009274.500000 Penalty: 1084.774780
	Iteration 159Q: 3 clusters Score -8009274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 134860 members 
Entering Unmasked Estep 
Score: -8009271.500000 Penalty: 1084.774780
	Iteration 160F: 3 clusters Score -8009272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 134862 members 
Entering Unmasked Estep 
Score: -8009272.500000 Penalty: 1084.774780
	Iteration 161Q: 3 clusters Score -8009272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 134862 members 
Entering Unmasked Estep 
Score: -8009272.500000 Penalty: 1084.774780
	Iteration 162F: 3 clusters Score -8009272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 160392 members 
Mstep: Class 3 contains 135401 members 
Mstep: Class 4 contains 15098 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 94517 members 
Mstep: Class 8 contains 31220 members 
Mstep: Class 9 contains 94722 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 11 contains 103527 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 160075 members 
Mstep: Class 14 contains 100408 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 71297 members 
Mstep: Class 18 contains 157120 members 
Mstep: Class 19 contains 177351 members 
Mstep: Class 20 contains 56280 members 
Mstep: Class 21 contains 106091 members 
Mstep: Class 22 contains 134862 members 
Entering Unmasked Estep 
Score: -87165000.000000 Penalty: 14378.162109
Splitting cluster 5 changes total score from -87157016.000000 to -87165000.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -121032.976562 Penalty: 350.671356
	Iteration 0F: 2 clusters Score -121033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -119454.945312 Penalty: 701.342712
	Iteration 0F: 3 clusters Score -119454.9 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -119944.226562 Penalty: 701.342712
	Iteration 1F: 3 clusters Score -119944.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -120005.632812 Penalty: 701.342712
	Iteration 2F: 3 clusters Score -120005.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -120083.507812 Penalty: 701.342712
	Iteration 3F: 3 clusters Score -120083.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -120162.703125 Penalty: 701.342712
	Iteration 4F: 3 clusters Score -120162.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -120238.835938 Penalty: 701.342712
	Iteration 5F: 3 clusters Score -120238.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120310.890625 Penalty: 701.342712
	Iteration 6Q: 3 clusters Score -120310.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120407.140625 Penalty: 701.342712
	Iteration 7F: 3 clusters Score -120407.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -120506.632812 Penalty: 701.342712
	Iteration 8Q: 3 clusters Score -120506.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -120588.679688 Penalty: 701.342712
	Iteration 9Q: 3 clusters Score -120588.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -120644.906250 Penalty: 701.342712
	Iteration 10Q: 3 clusters Score -120644.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -120681.773438 Penalty: 701.342712
	Iteration 11Q: 3 clusters Score -120681.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -120706.898438 Penalty: 701.342712
	Iteration 12Q: 3 clusters Score -120706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -120718.710938 Penalty: 701.342712
	Iteration 13Q: 3 clusters Score -120718.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -120725.757812 Penalty: 701.342712
	Iteration 14Q: 3 clusters Score -120725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -120729.406250 Penalty: 701.342712
	Iteration 15Q: 3 clusters Score -120729.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -120733.796875 Penalty: 701.342712
	Iteration 16Q: 3 clusters Score -120733.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -120739.750000 Penalty: 701.342712
	Iteration 17Q: 3 clusters Score -120739.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -120745.523438 Penalty: 701.342712
	Iteration 18Q: 3 clusters Score -120745.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -120750.195312 Penalty: 701.342712
	Iteration 19Q: 3 clusters Score -120750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -120754.382812 Penalty: 701.342712
	Iteration 20F: 3 clusters Score -120754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -120763.000000 Penalty: 701.342712
	Iteration 21Q: 3 clusters Score -120763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -120771.578125 Penalty: 701.342712
	Iteration 22Q: 3 clusters Score -120771.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -120776.398438 Penalty: 701.342712
	Iteration 23Q: 3 clusters Score -120776.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -120777.617188 Penalty: 701.342712
	Iteration 24Q: 3 clusters Score -120777.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -120777.687500 Penalty: 701.342712
	Iteration 25Q: 3 clusters Score -120777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -120777.687500 Penalty: 701.342712
	Iteration 26F: 3 clusters Score -120777.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (94517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Entering Unmasked Estep 
Score: -5282907.000000 Penalty: 521.272339
	Iteration 0F: 2 clusters Score -5282907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -5223082.500000 Penalty: 1042.544678
	Iteration 0F: 3 clusters Score -5223082 nChanged 46399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -5251705.000000 Penalty: 1042.544678
	Iteration 1F: 3 clusters Score -5251705 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -5253803.500000 Penalty: 1042.544678
	Iteration 2Q: 3 clusters Score -5253804 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 59653 members 
Entering Unmasked Estep 
Score: -5257265.500000 Penalty: 1042.544678
	Iteration 3F: 3 clusters Score -5257266 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -5262886.500000 Penalty: 1042.544678
	Iteration 4F: 3 clusters Score -5262886 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -5269772.000000 Penalty: 1042.544678
	Iteration 5F: 3 clusters Score -5269772 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -5275245.500000 Penalty: 1042.544678
	Iteration 6F: 3 clusters Score -5275246 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 74341 members 
Entering Unmasked Estep 
Score: -5277589.500000 Penalty: 1042.544678
	Iteration 7Q: 3 clusters Score -5277590 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -5278520.500000 Penalty: 1042.544678
	Iteration 8Q: 3 clusters Score -5278520 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 76758 members 
Entering Unmasked Estep 
Score: -5279021.500000 Penalty: 1042.544678
	Iteration 9Q: 3 clusters Score -5279022 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -5279427.000000 Penalty: 1042.544678
	Iteration 10Q: 3 clusters Score -5279427 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -5279766.000000 Penalty: 1042.544678
	Iteration 11Q: 3 clusters Score -5279766 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 80069 members 
Entering Unmasked Estep 
Score: -5280051.500000 Penalty: 1042.544678
	Iteration 12Q: 3 clusters Score -5280052 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -5280262.500000 Penalty: 1042.544678
	Iteration 13Q: 3 clusters Score -5280262 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -5280406.000000 Penalty: 1042.544678
	Iteration 14Q: 3 clusters Score -5280406 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -5280610.000000 Penalty: 1042.544678
	Iteration 15Q: 3 clusters Score -5280610 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -5280785.500000 Penalty: 1042.544678
	Iteration 16Q: 3 clusters Score -5280786 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 84779 members 
Entering Unmasked Estep 
Score: -5281004.500000 Penalty: 1042.544678
	Iteration 17Q: 3 clusters Score -5281004 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 85641 members 
Entering Unmasked Estep 
Score: -5281160.000000 Penalty: 1042.544678
	Iteration 18Q: 3 clusters Score -5281160 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -5281297.500000 Penalty: 1042.544678
	Iteration 19Q: 3 clusters Score -5281298 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -5281449.500000 Penalty: 1042.544678
	Iteration 20F: 3 clusters Score -5281450 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -5281603.500000 Penalty: 1042.544678
	Iteration 21Q: 3 clusters Score -5281604 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -5281744.000000 Penalty: 1042.544678
	Iteration 22Q: 3 clusters Score -5281744 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -5281864.000000 Penalty: 1042.544678
	Iteration 23Q: 3 clusters Score -5281864 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -5281947.500000 Penalty: 1042.544678
	Iteration 24Q: 3 clusters Score -5281948 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -5282058.000000 Penalty: 1042.544678
	Iteration 25Q: 3 clusters Score -5282058 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 91143 members 
Entering Unmasked Estep 
Score: -5282188.000000 Penalty: 1042.544678
	Iteration 26Q: 3 clusters Score -5282188 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -5282246.000000 Penalty: 1042.544678
	Iteration 27Q: 3 clusters Score -5282246 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -5282286.500000 Penalty: 1042.544678
	Iteration 28Q: 3 clusters Score -5282286 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -5282324.500000 Penalty: 1042.544678
	Iteration 29Q: 3 clusters Score -5282324 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -5282313.000000 Penalty: 1042.544678
	Iteration 30Q: 3 clusters Score -5282313 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 92605 members 
Entering Unmasked Estep 
Score: -5282363.000000 Penalty: 1042.544678
	Iteration 31Q: 3 clusters Score -5282363 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
Score: -5282377.000000 Penalty: 1042.544678
	Iteration 32Q: 3 clusters Score -5282377 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 92938 members 
Entering Unmasked Estep 
Score: -5282396.000000 Penalty: 1042.544678
	Iteration 33Q: 3 clusters Score -5282396 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -5282386.000000 Penalty: 1042.544678
	Iteration 34Q: 3 clusters Score -5282386 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -5282380.500000 Penalty: 1042.544678
	Iteration 35Q: 3 clusters Score -5282380 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -5282398.500000 Penalty: 1042.544678
	Iteration 36Q: 3 clusters Score -5282398 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 93401 members 
Entering Unmasked Estep 
Score: -5282415.500000 Penalty: 1042.544678
	Iteration 37Q: 3 clusters Score -5282416 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 93480 members 
Entering Unmasked Estep 
Score: -5282434.000000 Penalty: 1042.544678
	Iteration 38Q: 3 clusters Score -5282434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -5282425.000000 Penalty: 1042.544678
	Iteration 39Q: 3 clusters Score -5282425 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -5282434.500000 Penalty: 1042.544678
	Iteration 40F: 3 clusters Score -5282434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 93629 members 
Entering Unmasked Estep 
Score: -5282436.500000 Penalty: 1042.544678
	Iteration 41Q: 3 clusters Score -5282436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
Score: -5282448.000000 Penalty: 1042.544678
	Iteration 42Q: 3 clusters Score -5282448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 93723 members 
Entering Unmasked Estep 
Score: -5282464.000000 Penalty: 1042.544678
	Iteration 43Q: 3 clusters Score -5282464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -5282462.500000 Penalty: 1042.544678
	Iteration 44Q: 3 clusters Score -5282462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 93786 members 
Entering Unmasked Estep 
Score: -5282474.000000 Penalty: 1042.544678
	Iteration 45Q: 3 clusters Score -5282474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 93810 members 
Entering Unmasked Estep 
Score: -5282465.000000 Penalty: 1042.544678
	Iteration 46Q: 3 clusters Score -5282465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 93832 members 
Entering Unmasked Estep 
Score: -5282470.000000 Penalty: 1042.544678
	Iteration 47Q: 3 clusters Score -5282470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 93853 members 
Entering Unmasked Estep 
Score: -5282472.500000 Penalty: 1042.544678
	Iteration 48Q: 3 clusters Score -5282472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -5282478.500000 Penalty: 1042.544678
	Iteration 49Q: 3 clusters Score -5282478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -5282479.000000 Penalty: 1042.544678
	Iteration 50Q: 3 clusters Score -5282479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 93885 members 
Entering Unmasked Estep 
Score: -5282479.000000 Penalty: 1042.544678
	Iteration 51Q: 3 clusters Score -5282479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 93895 members 
Entering Unmasked Estep 
Score: -5282475.000000 Penalty: 1042.544678
	Iteration 52Q: 3 clusters Score -5282475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 93907 members 
Entering Unmasked Estep 
Score: -5282473.000000 Penalty: 1042.544678
	Iteration 53Q: 3 clusters Score -5282473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -5282473.500000 Penalty: 1042.544678
	Iteration 54Q: 3 clusters Score -5282474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -5282475.000000 Penalty: 1042.544678
	Iteration 55Q: 3 clusters Score -5282475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 93943 members 
Entering Unmasked Estep 
Score: -5282477.000000 Penalty: 1042.544678
	Iteration 56Q: 3 clusters Score -5282477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 93947 members 
Entering Unmasked Estep 
Score: -5282479.500000 Penalty: 1042.544678
	Iteration 57Q: 3 clusters Score -5282480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -5282485.500000 Penalty: 1042.544678
	Iteration 58Q: 3 clusters Score -5282486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 93956 members 
Entering Unmasked Estep 
Score: -5282481.500000 Penalty: 1042.544678
	Iteration 59Q: 3 clusters Score -5282482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -5282474.500000 Penalty: 1042.544678
	Iteration 60F: 3 clusters Score -5282474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 93963 members 
Entering Unmasked Estep 
Score: -5282478.000000 Penalty: 1042.544678
	Iteration 61Q: 3 clusters Score -5282478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 93963 members 
Entering Unmasked Estep 
Score: -5282478.500000 Penalty: 1042.544678
	Iteration 62Q: 3 clusters Score -5282478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -5282477.000000 Penalty: 1042.544678
	Iteration 63Q: 3 clusters Score -5282477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -5282477.000000 Penalty: 1042.544678
	Iteration 64F: 3 clusters Score -5282477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Entering Unmasked Estep 
Score: -1745224.750000 Penalty: 470.871033
	Iteration 0F: 2 clusters Score -1745225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1724342.375000 Penalty: 941.742065
	Iteration 0F: 3 clusters Score -1724342 nChanged 14971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1733443.250000 Penalty: 941.742065
	Iteration 1F: 3 clusters Score -1733443 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1734339.125000 Penalty: 941.742065
	Iteration 2F: 3 clusters Score -1734339 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1735942.750000 Penalty: 941.742065
	Iteration 3F: 3 clusters Score -1735943 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1738404.500000 Penalty: 941.742065
	Iteration 4F: 3 clusters Score -1738404 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1741202.625000 Penalty: 941.742065
	Iteration 5F: 3 clusters Score -1741203 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1743324.500000 Penalty: 941.742065
	Iteration 6F: 3 clusters Score -1743324 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1744293.000000 Penalty: 941.742065
	Iteration 7Q: 3 clusters Score -1744293 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1744629.875000 Penalty: 941.742065
	Iteration 8Q: 3 clusters Score -1744630 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1744736.125000 Penalty: 941.742065
	Iteration 9Q: 3 clusters Score -1744736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -1744789.000000 Penalty: 941.742065
	Iteration 10Q: 3 clusters Score -1744789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1744811.000000 Penalty: 941.742065
	Iteration 11Q: 3 clusters Score -1744811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1744819.500000 Penalty: 941.742065
	Iteration 12Q: 3 clusters Score -1744820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1744822.625000 Penalty: 941.742065
	Iteration 13Q: 3 clusters Score -1744823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1744824.250000 Penalty: 941.742065
	Iteration 14Q: 3 clusters Score -1744824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -1744829.000000 Penalty: 941.742065
	Iteration 15Q: 3 clusters Score -1744829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -1744832.500000 Penalty: 941.742065
	Iteration 16Q: 3 clusters Score -1744832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1744838.375000 Penalty: 941.742065
	Iteration 17Q: 3 clusters Score -1744838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1744839.625000 Penalty: 941.742065
	Iteration 18Q: 3 clusters Score -1744840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1744839.625000 Penalty: 941.742065
	Iteration 19F: 3 clusters Score -1744840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Entering Unmasked Estep 
Score: -4960943.000000 Penalty: 521.370911
	Iteration 0F: 2 clusters Score -4960943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -4897352.000000 Penalty: 1042.741821
	Iteration 0F: 3 clusters Score -4897352 nChanged 46330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -4928442.500000 Penalty: 1042.741821
	Iteration 1F: 3 clusters Score -4928442 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -4933188.500000 Penalty: 1042.741821
	Iteration 2F: 3 clusters Score -4933188 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -4939864.500000 Penalty: 1042.741821
	Iteration 3F: 3 clusters Score -4939864 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -4946110.000000 Penalty: 1042.741821
	Iteration 4F: 3 clusters Score -4946110 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -4950151.500000 Penalty: 1042.741821
	Iteration 5F: 3 clusters Score -4950152 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -4952386.500000 Penalty: 1042.741821
	Iteration 6Q: 3 clusters Score -4952386 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 80804 members 
Entering Unmasked Estep 
Score: -4954021.500000 Penalty: 1042.741821
	Iteration 7Q: 3 clusters Score -4954022 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -4955517.000000 Penalty: 1042.741821
	Iteration 8Q: 3 clusters Score -4955517 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -4956825.000000 Penalty: 1042.741821
	Iteration 9Q: 3 clusters Score -4956825 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -4957985.000000 Penalty: 1042.741821
	Iteration 10Q: 3 clusters Score -4957985 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 88751 members 
Entering Unmasked Estep 
Score: -4958952.500000 Penalty: 1042.741821
	Iteration 11Q: 3 clusters Score -4958952 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -4959703.500000 Penalty: 1042.741821
	Iteration 12Q: 3 clusters Score -4959704 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -4960223.000000 Penalty: 1042.741821
	Iteration 13Q: 3 clusters Score -4960223 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -4960588.500000 Penalty: 1042.741821
	Iteration 14Q: 3 clusters Score -4960588 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -4960855.000000 Penalty: 1042.741821
	Iteration 15Q: 3 clusters Score -4960855 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 92488 members 
Entering Unmasked Estep 
Score: -4960999.000000 Penalty: 1042.741821
	Iteration 16Q: 3 clusters Score -4960999 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -4961088.000000 Penalty: 1042.741821
	Iteration 17Q: 3 clusters Score -4961088 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -4961125.500000 Penalty: 1042.741821
	Iteration 18Q: 3 clusters Score -4961126 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 93062 members 
Entering Unmasked Estep 
Score: -4961129.000000 Penalty: 1042.741821
	Iteration 19Q: 3 clusters Score -4961129 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 93164 members 
Entering Unmasked Estep 
Score: -4961141.500000 Penalty: 1042.741821
	Iteration 20F: 3 clusters Score -4961142 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -4961140.500000 Penalty: 1042.741821
	Iteration 21Q: 3 clusters Score -4961140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -4961143.500000 Penalty: 1042.741821
	Iteration 22Q: 3 clusters Score -4961144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 93333 members 
Entering Unmasked Estep 
Score: -4961161.000000 Penalty: 1042.741821
	Iteration 23Q: 3 clusters Score -4961161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -4961160.000000 Penalty: 1042.741821
	Iteration 24Q: 3 clusters Score -4961160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -4961174.500000 Penalty: 1042.741821
	Iteration 25Q: 3 clusters Score -4961174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 93416 members 
Entering Unmasked Estep 
Score: -4961179.500000 Penalty: 1042.741821
	Iteration 26Q: 3 clusters Score -4961180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -4961187.500000 Penalty: 1042.741821
	Iteration 27Q: 3 clusters Score -4961188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -4961180.500000 Penalty: 1042.741821
	Iteration 28Q: 3 clusters Score -4961180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -4961172.500000 Penalty: 1042.741821
	Iteration 29Q: 3 clusters Score -4961172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -4961178.500000 Penalty: 1042.741821
	Iteration 30Q: 3 clusters Score -4961178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -4961183.500000 Penalty: 1042.741821
	Iteration 31Q: 3 clusters Score -4961184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 93468 members 
Entering Unmasked Estep 
Score: -4961186.000000 Penalty: 1042.741821
	Iteration 32Q: 3 clusters Score -4961186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 93473 members 
Entering Unmasked Estep 
Score: -4961180.500000 Penalty: 1042.741821
	Iteration 33Q: 3 clusters Score -4961180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -4961188.000000 Penalty: 1042.741821
	Iteration 34Q: 3 clusters Score -4961188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -4961193.000000 Penalty: 1042.741821
	Iteration 35Q: 3 clusters Score -4961193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -4961195.500000 Penalty: 1042.741821
	Iteration 36Q: 3 clusters Score -4961196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -4961196.000000 Penalty: 1042.741821
	Iteration 37Q: 3 clusters Score -4961196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -4961193.500000 Penalty: 1042.741821
	Iteration 38Q: 3 clusters Score -4961194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -4961193.000000 Penalty: 1042.741821
	Iteration 39Q: 3 clusters Score -4961193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -4961182.000000 Penalty: 1042.741821
	Iteration 40F: 3 clusters Score -4961182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -4961182.000000 Penalty: 1042.741821
	Iteration 41Q: 3 clusters Score -4961182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -4961176.000000 Penalty: 1042.741821
	Iteration 42Q: 3 clusters Score -4961176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -4961177.500000 Penalty: 1042.741821
	Iteration 43Q: 3 clusters Score -4961178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -4961178.500000 Penalty: 1042.741821
	Iteration 44Q: 3 clusters Score -4961178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 93558 members 
Entering Unmasked Estep 
Score: -4961187.000000 Penalty: 1042.741821
	Iteration 45Q: 3 clusters Score -4961187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -4961185.000000 Penalty: 1042.741821
	Iteration 46Q: 3 clusters Score -4961185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -4961182.000000 Penalty: 1042.741821
	Iteration 47Q: 3 clusters Score -4961182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -4961183.000000 Penalty: 1042.741821
	Iteration 48Q: 3 clusters Score -4961183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -4961179.500000 Penalty: 1042.741821
	Iteration 49Q: 3 clusters Score -4961180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -4961180.000000 Penalty: 1042.741821
	Iteration 50Q: 3 clusters Score -4961180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -4961183.500000 Penalty: 1042.741821
	Iteration 51Q: 3 clusters Score -4961184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
Score: -4961181.500000 Penalty: 1042.741821
	Iteration 52Q: 3 clusters Score -4961182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -4961173.000000 Penalty: 1042.741821
	Iteration 53Q: 3 clusters Score -4961173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -4961172.500000 Penalty: 1042.741821
	Iteration 54Q: 3 clusters Score -4961172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -4961178.500000 Penalty: 1042.741821
	Iteration 55Q: 3 clusters Score -4961178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
Score: -4961178.000000 Penalty: 1042.741821
	Iteration 56Q: 3 clusters Score -4961178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -4961181.000000 Penalty: 1042.741821
	Iteration 57Q: 3 clusters Score -4961181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -4961178.000000 Penalty: 1042.741821
	Iteration 58Q: 3 clusters Score -4961178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -4961178.000000 Penalty: 1042.741821
	Iteration 59F: 3 clusters Score -4961178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 160392 members 
Mstep: Class 3 contains 135401 members 
Mstep: Class 4 contains 15098 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 94517 members 
Mstep: Class 8 contains 31220 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 11 contains 103527 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 160075 members 
Mstep: Class 14 contains 100408 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 71297 members 
Mstep: Class 18 contains 157120 members 
Mstep: Class 19 contains 177351 members 
Mstep: Class 20 contains 56280 members 
Mstep: Class 21 contains 106091 members 
Mstep: Class 22 contains 134862 members 
Mstep: Class 23 contains 93591 members 
Entering Unmasked Estep 
Score: -87165432.000000 Penalty: 15031.714844
Splitting cluster 9 changes total score from -87157016.000000 to -87165432.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (59998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Entering Unmasked Estep 
Score: -3249578.000000 Penalty: 500.594025
	Iteration 0F: 2 clusters Score -3249578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3209243.500000 Penalty: 1001.188049
	Iteration 0F: 3 clusters Score -3209244 nChanged 29099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -3228047.500000 Penalty: 1001.188049
	Iteration 1F: 3 clusters Score -3228048 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -3229722.750000 Penalty: 1001.188049
	Iteration 2Q: 3 clusters Score -3229723 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -3232016.250000 Penalty: 1001.188049
	Iteration 3F: 3 clusters Score -3232016 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -3234951.750000 Penalty: 1001.188049
	Iteration 4F: 3 clusters Score -3234952 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -3238126.250000 Penalty: 1001.188049
	Iteration 5F: 3 clusters Score -3238126 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -3240894.500000 Penalty: 1001.188049
	Iteration 6F: 3 clusters Score -3240894 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -3242713.750000 Penalty: 1001.188049
	Iteration 7Q: 3 clusters Score -3242714 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -3243672.000000 Penalty: 1001.188049
	Iteration 8Q: 3 clusters Score -3243672 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -3244274.250000 Penalty: 1001.188049
	Iteration 9Q: 3 clusters Score -3244274 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -3244689.000000 Penalty: 1001.188049
	Iteration 10Q: 3 clusters Score -3244689 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -3245118.000000 Penalty: 1001.188049
	Iteration 11Q: 3 clusters Score -3245118 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -3245569.250000 Penalty: 1001.188049
	Iteration 12Q: 3 clusters Score -3245569 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -3246022.500000 Penalty: 1001.188049
	Iteration 13Q: 3 clusters Score -3246022 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -3246471.250000 Penalty: 1001.188049
	Iteration 14Q: 3 clusters Score -3246471 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -3246885.250000 Penalty: 1001.188049
	Iteration 15Q: 3 clusters Score -3246885 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 56033 members 
Entering Unmasked Estep 
Score: -3247332.000000 Penalty: 1001.188049
	Iteration 16Q: 3 clusters Score -3247332 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -3247688.250000 Penalty: 1001.188049
	Iteration 17Q: 3 clusters Score -3247688 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -3248040.250000 Penalty: 1001.188049
	Iteration 18Q: 3 clusters Score -3248040 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -3248325.750000 Penalty: 1001.188049
	Iteration 19Q: 3 clusters Score -3248326 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -3248540.000000 Penalty: 1001.188049
	Iteration 20F: 3 clusters Score -3248540 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -3248720.250000 Penalty: 1001.188049
	Iteration 21Q: 3 clusters Score -3248720 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -3248838.250000 Penalty: 1001.188049
	Iteration 22Q: 3 clusters Score -3248838 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -3248916.500000 Penalty: 1001.188049
	Iteration 23Q: 3 clusters Score -3248916 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -3248967.750000 Penalty: 1001.188049
	Iteration 24Q: 3 clusters Score -3248968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -3249011.750000 Penalty: 1001.188049
	Iteration 25Q: 3 clusters Score -3249012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -3249036.000000 Penalty: 1001.188049
	Iteration 26Q: 3 clusters Score -3249036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -3249067.750000 Penalty: 1001.188049
	Iteration 27Q: 3 clusters Score -3249068 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -3249094.750000 Penalty: 1001.188049
	Iteration 28Q: 3 clusters Score -3249095 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 59428 members 
Entering Unmasked Estep 
Score: -3249113.500000 Penalty: 1001.188049
	Iteration 29Q: 3 clusters Score -3249114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -3249129.000000 Penalty: 1001.188049
	Iteration 30Q: 3 clusters Score -3249129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -3249143.500000 Penalty: 1001.188049
	Iteration 31Q: 3 clusters Score -3249144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -3249154.750000 Penalty: 1001.188049
	Iteration 32Q: 3 clusters Score -3249155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -3249163.000000 Penalty: 1001.188049
	Iteration 33Q: 3 clusters Score -3249163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -3249171.000000 Penalty: 1001.188049
	Iteration 34Q: 3 clusters Score -3249171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -3249182.250000 Penalty: 1001.188049
	Iteration 35Q: 3 clusters Score -3249182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -3249185.500000 Penalty: 1001.188049
	Iteration 36Q: 3 clusters Score -3249186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 59593 members 
Entering Unmasked Estep 
Score: -3249189.500000 Penalty: 1001.188049
	Iteration 37Q: 3 clusters Score -3249190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 59603 members 
Entering Unmasked Estep 
Score: -3249194.250000 Penalty: 1001.188049
	Iteration 38Q: 3 clusters Score -3249194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -3249193.000000 Penalty: 1001.188049
	Iteration 39Q: 3 clusters Score -3249193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -3249195.000000 Penalty: 1001.188049
	Iteration 40F: 3 clusters Score -3249195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 59622 members 
Entering Unmasked Estep 
Score: -3249195.000000 Penalty: 1001.188049
	Iteration 41Q: 3 clusters Score -3249195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -3249196.000000 Penalty: 1001.188049
	Iteration 42Q: 3 clusters Score -3249196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -3249194.000000 Penalty: 1001.188049
	Iteration 43Q: 3 clusters Score -3249194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -3249196.000000 Penalty: 1001.188049
	Iteration 44Q: 3 clusters Score -3249196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 59647 members 
Entering Unmasked Estep 
Score: -3249197.000000 Penalty: 1001.188049
	Iteration 45Q: 3 clusters Score -3249197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -3249196.500000 Penalty: 1001.188049
	Iteration 46Q: 3 clusters Score -3249196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -3249195.500000 Penalty: 1001.188049
	Iteration 47Q: 3 clusters Score -3249196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -3249196.500000 Penalty: 1001.188049
	Iteration 48Q: 3 clusters Score -3249196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -3249196.500000 Penalty: 1001.188049
	Iteration 49F: 3 clusters Score -3249196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Entering Unmasked Estep 
Score: -965044.562500 Penalty: 444.036316
	Iteration 0F: 2 clusters Score -965044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -953428.062500 Penalty: 888.072632
	Iteration 0F: 3 clusters Score -953428.1 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -958391.250000 Penalty: 888.072632
	Iteration 1F: 3 clusters Score -958391.2 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -958707.125000 Penalty: 888.072632
	Iteration 2Q: 3 clusters Score -958707.1 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -959187.937500 Penalty: 888.072632
	Iteration 3F: 3 clusters Score -959187.9 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -959967.937500 Penalty: 888.072632
	Iteration 4F: 3 clusters Score -959967.9 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -961013.562500 Penalty: 888.072632
	Iteration 5F: 3 clusters Score -961013.6 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -962037.187500 Penalty: 888.072632
	Iteration 6F: 3 clusters Score -962037.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -962755.312500 Penalty: 888.072632
	Iteration 7Q: 3 clusters Score -962755.3 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -963224.250000 Penalty: 888.072632
	Iteration 8Q: 3 clusters Score -963224.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -963507.500000 Penalty: 888.072632
	Iteration 9Q: 3 clusters Score -963507.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -963689.437500 Penalty: 888.072632
	Iteration 10Q: 3 clusters Score -963689.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -963825.937500 Penalty: 888.072632
	Iteration 11Q: 3 clusters Score -963825.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -963964.937500 Penalty: 888.072632
	Iteration 12Q: 3 clusters Score -963964.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -964090.062500 Penalty: 888.072632
	Iteration 13Q: 3 clusters Score -964090.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -964205.312500 Penalty: 888.072632
	Iteration 14Q: 3 clusters Score -964205.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -964289.625000 Penalty: 888.072632
	Iteration 15Q: 3 clusters Score -964289.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -964358.250000 Penalty: 888.072632
	Iteration 16Q: 3 clusters Score -964358.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -964408.125000 Penalty: 888.072632
	Iteration 17Q: 3 clusters Score -964408.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -964453.750000 Penalty: 888.072632
	Iteration 18Q: 3 clusters Score -964453.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -964490.562500 Penalty: 888.072632
	Iteration 19Q: 3 clusters Score -964490.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -964524.250000 Penalty: 888.072632
	Iteration 20F: 3 clusters Score -964524.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -964550.500000 Penalty: 888.072632
	Iteration 21Q: 3 clusters Score -964550.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -964573.000000 Penalty: 888.072632
	Iteration 22Q: 3 clusters Score -964573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -964591.250000 Penalty: 888.072632
	Iteration 23Q: 3 clusters Score -964591.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -964607.000000 Penalty: 888.072632
	Iteration 24Q: 3 clusters Score -964607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -964618.500000 Penalty: 888.072632
	Iteration 25Q: 3 clusters Score -964618.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -964631.250000 Penalty: 888.072632
	Iteration 26Q: 3 clusters Score -964631.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -964642.250000 Penalty: 888.072632
	Iteration 27Q: 3 clusters Score -964642.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -964648.812500 Penalty: 888.072632
	Iteration 28Q: 3 clusters Score -964648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -964652.125000 Penalty: 888.072632
	Iteration 29Q: 3 clusters Score -964652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -964655.750000 Penalty: 888.072632
	Iteration 30Q: 3 clusters Score -964655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -964660.062500 Penalty: 888.072632
	Iteration 31Q: 3 clusters Score -964660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -964662.562500 Penalty: 888.072632
	Iteration 32Q: 3 clusters Score -964662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -964664.625000 Penalty: 888.072632
	Iteration 33Q: 3 clusters Score -964664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -964665.250000 Penalty: 888.072632
	Iteration 34Q: 3 clusters Score -964665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -964664.937500 Penalty: 888.072632
	Iteration 35Q: 3 clusters Score -964664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -964666.625000 Penalty: 888.072632
	Iteration 36Q: 3 clusters Score -964666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -964666.625000 Penalty: 888.072632
	Iteration 37F: 3 clusters Score -964666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160075 members 
Entering Unmasked Estep 
Score: -7917924.500000 Penalty: 545.244568
	Iteration 0F: 2 clusters Score -7917924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 79731 members 
Entering Unmasked Estep 
Score: -7811040.500000 Penalty: 1090.489136
	Iteration 0F: 3 clusters Score -7811040 nChanged 78519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104605 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -7891084.500000 Penalty: 1090.489136
	Iteration 1F: 3 clusters Score -7891084 nChanged 17968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116975 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -7906477.500000 Penalty: 1090.489136
	Iteration 2F: 3 clusters Score -7906478 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126570 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -7915097.500000 Penalty: 1090.489136
	Iteration 3F: 3 clusters Score -7915098 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132659 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -7919284.000000 Penalty: 1090.489136
	Iteration 4Q: 3 clusters Score -7919284 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136980 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7921999.000000 Penalty: 1090.489136
	Iteration 5Q: 3 clusters Score -7921999 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140452 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -7924099.000000 Penalty: 1090.489136
	Iteration 6Q: 3 clusters Score -7924099 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143392 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -7926024.000000 Penalty: 1090.489136
	Iteration 7Q: 3 clusters Score -7926024 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145741 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -7927439.500000 Penalty: 1090.489136
	Iteration 8Q: 3 clusters Score -7927440 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147534 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -7928469.000000 Penalty: 1090.489136
	Iteration 9Q: 3 clusters Score -7928469 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148996 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -7929266.500000 Penalty: 1090.489136
	Iteration 10Q: 3 clusters Score -7929266 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -7929690.000000 Penalty: 1090.489136
	Iteration 11Q: 3 clusters Score -7929690 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -7929952.500000 Penalty: 1090.489136
	Iteration 12Q: 3 clusters Score -7929952 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151618 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -7930176.500000 Penalty: 1090.489136
	Iteration 13Q: 3 clusters Score -7930176 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152166 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -7930342.000000 Penalty: 1090.489136
	Iteration 14Q: 3 clusters Score -7930342 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152573 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -7930434.500000 Penalty: 1090.489136
	Iteration 15Q: 3 clusters Score -7930434 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152888 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -7930506.000000 Penalty: 1090.489136
	Iteration 16Q: 3 clusters Score -7930506 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153121 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -7930562.000000 Penalty: 1090.489136
	Iteration 17Q: 3 clusters Score -7930562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153297 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -7930645.000000 Penalty: 1090.489136
	Iteration 18Q: 3 clusters Score -7930645 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153438 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -7930710.000000 Penalty: 1090.489136
	Iteration 19Q: 3 clusters Score -7930710 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153537 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -7930773.000000 Penalty: 1090.489136
	Iteration 20F: 3 clusters Score -7930773 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153634 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -7930828.000000 Penalty: 1090.489136
	Iteration 21Q: 3 clusters Score -7930828 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -7930853.500000 Penalty: 1090.489136
	Iteration 22Q: 3 clusters Score -7930854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153745 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -7930859.500000 Penalty: 1090.489136
	Iteration 23Q: 3 clusters Score -7930860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153775 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -7930865.500000 Penalty: 1090.489136
	Iteration 24Q: 3 clusters Score -7930866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153791 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -7930858.500000 Penalty: 1090.489136
	Iteration 25Q: 3 clusters Score -7930858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153803 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -7930858.000000 Penalty: 1090.489136
	Iteration 26Q: 3 clusters Score -7930858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153810 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -7930862.000000 Penalty: 1090.489136
	Iteration 27Q: 3 clusters Score -7930862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153813 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -7930858.000000 Penalty: 1090.489136
	Iteration 28Q: 3 clusters Score -7930858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153815 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -7930855.000000 Penalty: 1090.489136
	Iteration 29Q: 3 clusters Score -7930855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153818 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -7930858.000000 Penalty: 1090.489136
	Iteration 30Q: 3 clusters Score -7930858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -7930861.000000 Penalty: 1090.489136
	Iteration 31Q: 3 clusters Score -7930861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -7930861.000000 Penalty: 1090.489136
	Iteration 32F: 3 clusters Score -7930861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 160392 members 
Mstep: Class 3 contains 135401 members 
Mstep: Class 4 contains 15098 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 94517 members 
Mstep: Class 8 contains 31220 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 11 contains 103527 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 153820 members 
Mstep: Class 14 contains 100408 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 71297 members 
Mstep: Class 18 contains 157120 members 
Mstep: Class 19 contains 177351 members 
Mstep: Class 20 contains 56280 members 
Mstep: Class 21 contains 106091 members 
Mstep: Class 22 contains 134862 members 
Mstep: Class 23 contains 93591 members 
Mstep: Class 24 contains 6255 members 
Entering Unmasked Estep 
Score: -87174768.000000 Penalty: 15685.267578
Splitting cluster 13 changes total score from -87157016.000000 to -87174768.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (100408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100408 members 
Entering Unmasked Estep 
Score: -5254398.000000 Penalty: 524.023376
	Iteration 0F: 2 clusters Score -5254398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -5187954.500000 Penalty: 1048.046753
	Iteration 0F: 3 clusters Score -5187954 nChanged 48940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -5220479.000000 Penalty: 1048.046753
	Iteration 1F: 3 clusters Score -5220479 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 64921 members 
Entering Unmasked Estep 
Score: -5225802.000000 Penalty: 1048.046753
	Iteration 2F: 3 clusters Score -5225802 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -5233031.000000 Penalty: 1048.046753
	Iteration 3F: 3 clusters Score -5233031 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -5240220.500000 Penalty: 1048.046753
	Iteration 4F: 3 clusters Score -5240220 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -5245963.500000 Penalty: 1048.046753
	Iteration 5F: 3 clusters Score -5245964 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -5249386.000000 Penalty: 1048.046753
	Iteration 6Q: 3 clusters Score -5249386 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -5250753.000000 Penalty: 1048.046753
	Iteration 7Q: 3 clusters Score -5250753 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 86945 members 
Entering Unmasked Estep 
Score: -5251535.500000 Penalty: 1048.046753
	Iteration 8Q: 3 clusters Score -5251536 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 88065 members 
Entering Unmasked Estep 
Score: -5252017.000000 Penalty: 1048.046753
	Iteration 9Q: 3 clusters Score -5252017 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -5252359.000000 Penalty: 1048.046753
	Iteration 10Q: 3 clusters Score -5252359 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 89942 members 
Entering Unmasked Estep 
Score: -5252707.000000 Penalty: 1048.046753
	Iteration 11Q: 3 clusters Score -5252707 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 90684 members 
Entering Unmasked Estep 
Score: -5252927.500000 Penalty: 1048.046753
	Iteration 12Q: 3 clusters Score -5252928 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 91322 members 
Entering Unmasked Estep 
Score: -5253144.000000 Penalty: 1048.046753
	Iteration 13Q: 3 clusters Score -5253144 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -5253367.500000 Penalty: 1048.046753
	Iteration 14Q: 3 clusters Score -5253368 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -5253579.000000 Penalty: 1048.046753
	Iteration 15Q: 3 clusters Score -5253579 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 92968 members 
Entering Unmasked Estep 
Score: -5253797.500000 Penalty: 1048.046753
	Iteration 16Q: 3 clusters Score -5253798 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -5253934.000000 Penalty: 1048.046753
	Iteration 17Q: 3 clusters Score -5253934 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 93735 members 
Entering Unmasked Estep 
Score: -5254064.000000 Penalty: 1048.046753
	Iteration 18Q: 3 clusters Score -5254064 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 94040 members 
Entering Unmasked Estep 
Score: -5254186.500000 Penalty: 1048.046753
	Iteration 19Q: 3 clusters Score -5254186 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 94314 members 
Entering Unmasked Estep 
Score: -5254315.000000 Penalty: 1048.046753
	Iteration 20F: 3 clusters Score -5254315 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 94569 members 
Entering Unmasked Estep 
Score: -5254447.500000 Penalty: 1048.046753
	Iteration 21Q: 3 clusters Score -5254448 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -5254583.500000 Penalty: 1048.046753
	Iteration 22Q: 3 clusters Score -5254584 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 94987 members 
Entering Unmasked Estep 
Score: -5254732.000000 Penalty: 1048.046753
	Iteration 23Q: 3 clusters Score -5254732 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -5254800.500000 Penalty: 1048.046753
	Iteration 24Q: 3 clusters Score -5254800 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -5254897.000000 Penalty: 1048.046753
	Iteration 25Q: 3 clusters Score -5254897 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -5254981.500000 Penalty: 1048.046753
	Iteration 26Q: 3 clusters Score -5254982 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 95514 members 
Entering Unmasked Estep 
Score: -5255036.500000 Penalty: 1048.046753
	Iteration 27Q: 3 clusters Score -5255036 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 95573 members 
Entering Unmasked Estep 
Score: -5255094.000000 Penalty: 1048.046753
	Iteration 28Q: 3 clusters Score -5255094 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 95616 members 
Entering Unmasked Estep 
Score: -5255145.000000 Penalty: 1048.046753
	Iteration 29Q: 3 clusters Score -5255145 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 95662 members 
Entering Unmasked Estep 
Score: -5255187.000000 Penalty: 1048.046753
	Iteration 30Q: 3 clusters Score -5255187 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -5255247.500000 Penalty: 1048.046753
	Iteration 31Q: 3 clusters Score -5255248 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -5255270.000000 Penalty: 1048.046753
	Iteration 32Q: 3 clusters Score -5255270 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -5255299.000000 Penalty: 1048.046753
	Iteration 33Q: 3 clusters Score -5255299 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -5255328.500000 Penalty: 1048.046753
	Iteration 34Q: 3 clusters Score -5255328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -5255354.500000 Penalty: 1048.046753
	Iteration 35Q: 3 clusters Score -5255354 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 95989 members 
Entering Unmasked Estep 
Score: -5255377.500000 Penalty: 1048.046753
	Iteration 36Q: 3 clusters Score -5255378 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -5255408.000000 Penalty: 1048.046753
	Iteration 37Q: 3 clusters Score -5255408 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -5255425.000000 Penalty: 1048.046753
	Iteration 38Q: 3 clusters Score -5255425 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 96207 members 
Entering Unmasked Estep 
Score: -5255448.500000 Penalty: 1048.046753
	Iteration 39Q: 3 clusters Score -5255448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -5255471.500000 Penalty: 1048.046753
	Iteration 40F: 3 clusters Score -5255472 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 96312 members 
Entering Unmasked Estep 
Score: -5255486.000000 Penalty: 1048.046753
	Iteration 41Q: 3 clusters Score -5255486 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 96340 members 
Entering Unmasked Estep 
Score: -5255500.500000 Penalty: 1048.046753
	Iteration 42Q: 3 clusters Score -5255500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -5255498.500000 Penalty: 1048.046753
	Iteration 43Q: 3 clusters Score -5255498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 96421 members 
Entering Unmasked Estep 
Score: -5255525.000000 Penalty: 1048.046753
	Iteration 44Q: 3 clusters Score -5255525 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -5255534.500000 Penalty: 1048.046753
	Iteration 45Q: 3 clusters Score -5255534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -5255558.000000 Penalty: 1048.046753
	Iteration 46Q: 3 clusters Score -5255558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -5255566.500000 Penalty: 1048.046753
	Iteration 47Q: 3 clusters Score -5255566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -5255573.500000 Penalty: 1048.046753
	Iteration 48Q: 3 clusters Score -5255574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -5255584.500000 Penalty: 1048.046753
	Iteration 49Q: 3 clusters Score -5255584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 96616 members 
Entering Unmasked Estep 
Score: -5255587.000000 Penalty: 1048.046753
	Iteration 50Q: 3 clusters Score -5255587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
Score: -5255585.500000 Penalty: 1048.046753
	Iteration 51Q: 3 clusters Score -5255586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 96673 members 
Entering Unmasked Estep 
Score: -5255590.500000 Penalty: 1048.046753
	Iteration 52Q: 3 clusters Score -5255590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -5255583.500000 Penalty: 1048.046753
	Iteration 53Q: 3 clusters Score -5255584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -5255586.000000 Penalty: 1048.046753
	Iteration 54Q: 3 clusters Score -5255586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -5255590.000000 Penalty: 1048.046753
	Iteration 55Q: 3 clusters Score -5255590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -5255607.000000 Penalty: 1048.046753
	Iteration 56Q: 3 clusters Score -5255607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -5255608.500000 Penalty: 1048.046753
	Iteration 57Q: 3 clusters Score -5255608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -5255611.500000 Penalty: 1048.046753
	Iteration 58Q: 3 clusters Score -5255612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 96849 members 
Entering Unmasked Estep 
Score: -5255620.500000 Penalty: 1048.046753
	Iteration 59Q: 3 clusters Score -5255620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -5255620.500000 Penalty: 1048.046753
	Iteration 60F: 3 clusters Score -5255620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 96884 members 
Entering Unmasked Estep 
Score: -5255624.000000 Penalty: 1048.046753
	Iteration 61Q: 3 clusters Score -5255624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -5255622.000000 Penalty: 1048.046753
	Iteration 62Q: 3 clusters Score -5255622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 96902 members 
Entering Unmasked Estep 
Score: -5255621.000000 Penalty: 1048.046753
	Iteration 63Q: 3 clusters Score -5255621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -5255622.500000 Penalty: 1048.046753
	Iteration 64Q: 3 clusters Score -5255622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -5255625.500000 Penalty: 1048.046753
	Iteration 65Q: 3 clusters Score -5255626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -5255625.500000 Penalty: 1048.046753
	Iteration 66Q: 3 clusters Score -5255626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 96921 members 
Entering Unmasked Estep 
Score: -5255624.500000 Penalty: 1048.046753
	Iteration 67Q: 3 clusters Score -5255624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -5255624.000000 Penalty: 1048.046753
	Iteration 68Q: 3 clusters Score -5255624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -5255623.500000 Penalty: 1048.046753
	Iteration 69Q: 3 clusters Score -5255624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -5255623.500000 Penalty: 1048.046753
	Iteration 70F: 3 clusters Score -5255624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 160392 members 
Mstep: Class 3 contains 135401 members 
Mstep: Class 4 contains 15098 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 94517 members 
Mstep: Class 8 contains 31220 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 11 contains 103527 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 153820 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 71297 members 
Mstep: Class 18 contains 157120 members 
Mstep: Class 19 contains 177351 members 
Mstep: Class 20 contains 56280 members 
Mstep: Class 21 contains 106091 members 
Mstep: Class 22 contains 134862 members 
Mstep: Class 23 contains 93591 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 96924 members 
Entering Unmasked Estep 
Score: -87175936.000000 Penalty: 16338.820312
Splitting cluster 14 changes total score from -87157016.000000 to -87175936.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (7013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Entering Unmasked Estep 
Score: -381605.343750 Penalty: 402.926208
	Iteration 0F: 2 clusters Score -381605.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -376930.500000 Penalty: 805.852417
	Iteration 0F: 3 clusters Score -376930.5 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -378677.437500 Penalty: 805.852417
	Iteration 1F: 3 clusters Score -378677.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -378833.031250 Penalty: 805.852417
	Iteration 2F: 3 clusters Score -378833 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -378989.750000 Penalty: 805.852417
	Iteration 3F: 3 clusters Score -378989.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -379170.468750 Penalty: 805.852417
	Iteration 4F: 3 clusters Score -379170.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -379405.375000 Penalty: 805.852417
	Iteration 5F: 3 clusters Score -379405.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -379712.218750 Penalty: 805.852417
	Iteration 6F: 3 clusters Score -379712.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -380000.250000 Penalty: 805.852417
	Iteration 7F: 3 clusters Score -380000.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -380201.750000 Penalty: 805.852417
	Iteration 8Q: 3 clusters Score -380201.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -380337.843750 Penalty: 805.852417
	Iteration 9Q: 3 clusters Score -380337.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -380437.187500 Penalty: 805.852417
	Iteration 10Q: 3 clusters Score -380437.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -380528.343750 Penalty: 805.852417
	Iteration 11Q: 3 clusters Score -380528.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -380601.656250 Penalty: 805.852417
	Iteration 12Q: 3 clusters Score -380601.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -380664.718750 Penalty: 805.852417
	Iteration 13Q: 3 clusters Score -380664.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -380735.875000 Penalty: 805.852417
	Iteration 14Q: 3 clusters Score -380735.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -380798.875000 Penalty: 805.852417
	Iteration 15Q: 3 clusters Score -380798.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -380865.093750 Penalty: 805.852417
	Iteration 16Q: 3 clusters Score -380865.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -380935.125000 Penalty: 805.852417
	Iteration 17Q: 3 clusters Score -380935.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -381014.656250 Penalty: 805.852417
	Iteration 18Q: 3 clusters Score -381014.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -381077.687500 Penalty: 805.852417
	Iteration 19Q: 3 clusters Score -381077.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -381125.812500 Penalty: 805.852417
	Iteration 20F: 3 clusters Score -381125.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -381170.812500 Penalty: 805.852417
	Iteration 21Q: 3 clusters Score -381170.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -381214.781250 Penalty: 805.852417
	Iteration 22Q: 3 clusters Score -381214.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -381241.531250 Penalty: 805.852417
	Iteration 23Q: 3 clusters Score -381241.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -381259.218750 Penalty: 805.852417
	Iteration 24Q: 3 clusters Score -381259.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -381271.625000 Penalty: 805.852417
	Iteration 25Q: 3 clusters Score -381271.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -381281.750000 Penalty: 805.852417
	Iteration 26Q: 3 clusters Score -381281.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -381287.843750 Penalty: 805.852417
	Iteration 27Q: 3 clusters Score -381287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -381289.937500 Penalty: 805.852417
	Iteration 28Q: 3 clusters Score -381289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -381291.468750 Penalty: 805.852417
	Iteration 29Q: 3 clusters Score -381291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -381291.468750 Penalty: 805.852417
	Iteration 30F: 3 clusters Score -381291.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Entering Unmasked Estep 
Score: -740333.437500 Penalty: 430.199402
	Iteration 0F: 2 clusters Score -740333.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -731884.625000 Penalty: 860.398804
	Iteration 0F: 3 clusters Score -731884.6 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -735297.812500 Penalty: 860.398804
	Iteration 1F: 3 clusters Score -735297.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -735549.812500 Penalty: 860.398804
	Iteration 2Q: 3 clusters Score -735549.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -735879.625000 Penalty: 860.398804
	Iteration 3F: 3 clusters Score -735879.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -736354.375000 Penalty: 860.398804
	Iteration 4F: 3 clusters Score -736354.4 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -736982.437500 Penalty: 860.398804
	Iteration 5F: 3 clusters Score -736982.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -737596.312500 Penalty: 860.398804
	Iteration 6F: 3 clusters Score -737596.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -738132.187500 Penalty: 860.398804
	Iteration 7F: 3 clusters Score -738132.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -738505.250000 Penalty: 860.398804
	Iteration 8Q: 3 clusters Score -738505.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -738739.000000 Penalty: 860.398804
	Iteration 9Q: 3 clusters Score -738739 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -738873.250000 Penalty: 860.398804
	Iteration 10Q: 3 clusters Score -738873.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -738976.500000 Penalty: 860.398804
	Iteration 11Q: 3 clusters Score -738976.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -739056.500000 Penalty: 860.398804
	Iteration 12Q: 3 clusters Score -739056.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -739121.125000 Penalty: 860.398804
	Iteration 13Q: 3 clusters Score -739121.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -739173.250000 Penalty: 860.398804
	Iteration 14Q: 3 clusters Score -739173.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -739224.937500 Penalty: 860.398804
	Iteration 15Q: 3 clusters Score -739224.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -739274.687500 Penalty: 860.398804
	Iteration 16Q: 3 clusters Score -739274.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -739322.437500 Penalty: 860.398804
	Iteration 17Q: 3 clusters Score -739322.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -739372.000000 Penalty: 860.398804
	Iteration 18Q: 3 clusters Score -739372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -739419.312500 Penalty: 860.398804
	Iteration 19Q: 3 clusters Score -739419.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -739470.437500 Penalty: 860.398804
	Iteration 20F: 3 clusters Score -739470.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -739512.500000 Penalty: 860.398804
	Iteration 21Q: 3 clusters Score -739512.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -739559.062500 Penalty: 860.398804
	Iteration 22Q: 3 clusters Score -739559.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -739610.187500 Penalty: 860.398804
	Iteration 23Q: 3 clusters Score -739610.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -739665.750000 Penalty: 860.398804
	Iteration 24Q: 3 clusters Score -739665.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -739698.937500 Penalty: 860.398804
	Iteration 25Q: 3 clusters Score -739698.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -739728.937500 Penalty: 860.398804
	Iteration 26Q: 3 clusters Score -739728.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -739750.125000 Penalty: 860.398804
	Iteration 27Q: 3 clusters Score -739750.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -739773.750000 Penalty: 860.398804
	Iteration 28Q: 3 clusters Score -739773.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -739795.500000 Penalty: 860.398804
	Iteration 29Q: 3 clusters Score -739795.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -739809.687500 Penalty: 860.398804
	Iteration 30Q: 3 clusters Score -739809.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -739833.125000 Penalty: 860.398804
	Iteration 31Q: 3 clusters Score -739833.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -739853.125000 Penalty: 860.398804
	Iteration 32Q: 3 clusters Score -739853.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -739867.562500 Penalty: 860.398804
	Iteration 33Q: 3 clusters Score -739867.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -739882.375000 Penalty: 860.398804
	Iteration 34Q: 3 clusters Score -739882.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -739898.312500 Penalty: 860.398804
	Iteration 35Q: 3 clusters Score -739898.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -739912.625000 Penalty: 860.398804
	Iteration 36Q: 3 clusters Score -739912.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -739927.937500 Penalty: 860.398804
	Iteration 37Q: 3 clusters Score -739927.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -739934.937500 Penalty: 860.398804
	Iteration 38Q: 3 clusters Score -739934.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -739940.187500 Penalty: 860.398804
	Iteration 39Q: 3 clusters Score -739940.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -739943.875000 Penalty: 860.398804
	Iteration 40F: 3 clusters Score -739943.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -739946.250000 Penalty: 860.398804
	Iteration 41Q: 3 clusters Score -739946.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -739948.500000 Penalty: 860.398804
	Iteration 42Q: 3 clusters Score -739948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -739950.375000 Penalty: 860.398804
	Iteration 43Q: 3 clusters Score -739950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -739951.500000 Penalty: 860.398804
	Iteration 44Q: 3 clusters Score -739951.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -739952.750000 Penalty: 860.398804
	Iteration 45Q: 3 clusters Score -739952.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -739958.937500 Penalty: 860.398804
	Iteration 46Q: 3 clusters Score -739958.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -739964.687500 Penalty: 860.398804
	Iteration 47Q: 3 clusters Score -739964.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -739967.187500 Penalty: 860.398804
	Iteration 48Q: 3 clusters Score -739967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -739967.250000 Penalty: 860.398804
	Iteration 49Q: 3 clusters Score -739967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -739968.062500 Penalty: 860.398804
	Iteration 50Q: 3 clusters Score -739968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -739968.375000 Penalty: 860.398804
	Iteration 51Q: 3 clusters Score -739968.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -739968.312500 Penalty: 860.398804
	Iteration 52Q: 3 clusters Score -739968.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -739968.312500 Penalty: 860.398804
	Iteration 53F: 3 clusters Score -739968.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Entering Unmasked Estep 
Score: -3757217.000000 Penalty: 508.444733
	Iteration 0F: 2 clusters Score -3757217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -3709248.500000 Penalty: 1016.889465
	Iteration 0F: 3 clusters Score -3709248 nChanged 34757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -3731796.250000 Penalty: 1016.889465
	Iteration 1F: 3 clusters Score -3731796 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -3734842.250000 Penalty: 1016.889465
	Iteration 2F: 3 clusters Score -3734842 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -3739913.500000 Penalty: 1016.889465
	Iteration 3F: 3 clusters Score -3739914 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -3746267.250000 Penalty: 1016.889465
	Iteration 4F: 3 clusters Score -3746267 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -3751419.000000 Penalty: 1016.889465
	Iteration 5F: 3 clusters Score -3751419 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -3754297.750000 Penalty: 1016.889465
	Iteration 6Q: 3 clusters Score -3754298 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -3755725.500000 Penalty: 1016.889465
	Iteration 7Q: 3 clusters Score -3755726 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -3756406.500000 Penalty: 1016.889465
	Iteration 8Q: 3 clusters Score -3756406 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 70316 members 
Entering Unmasked Estep 
Score: -3756723.250000 Penalty: 1016.889465
	Iteration 9Q: 3 clusters Score -3756723 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -3756874.250000 Penalty: 1016.889465
	Iteration 10Q: 3 clusters Score -3756874 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -3756958.750000 Penalty: 1016.889465
	Iteration 11Q: 3 clusters Score -3756959 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -3757026.750000 Penalty: 1016.889465
	Iteration 12Q: 3 clusters Score -3757027 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -3757062.500000 Penalty: 1016.889465
	Iteration 13Q: 3 clusters Score -3757062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -3757087.250000 Penalty: 1016.889465
	Iteration 14Q: 3 clusters Score -3757087 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 70795 members 
Entering Unmasked Estep 
Score: -3757115.500000 Penalty: 1016.889465
	Iteration 15Q: 3 clusters Score -3757116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -3757119.750000 Penalty: 1016.889465
	Iteration 16Q: 3 clusters Score -3757120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -3757137.250000 Penalty: 1016.889465
	Iteration 17Q: 3 clusters Score -3757137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -3757140.500000 Penalty: 1016.889465
	Iteration 18Q: 3 clusters Score -3757140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -3757142.500000 Penalty: 1016.889465
	Iteration 19Q: 3 clusters Score -3757142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -3757138.750000 Penalty: 1016.889465
	Iteration 20F: 3 clusters Score -3757139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -3757140.250000 Penalty: 1016.889465
	Iteration 21Q: 3 clusters Score -3757140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 70837 members 
Entering Unmasked Estep 
Score: -3757142.500000 Penalty: 1016.889465
	Iteration 22Q: 3 clusters Score -3757142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -3757145.000000 Penalty: 1016.889465
	Iteration 23Q: 3 clusters Score -3757145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -3757142.000000 Penalty: 1016.889465
	Iteration 24Q: 3 clusters Score -3757142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -3757151.500000 Penalty: 1016.889465
	Iteration 25Q: 3 clusters Score -3757152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -3757151.250000 Penalty: 1016.889465
	Iteration 26Q: 3 clusters Score -3757151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -3757155.000000 Penalty: 1016.889465
	Iteration 27Q: 3 clusters Score -3757155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -3757153.000000 Penalty: 1016.889465
	Iteration 28Q: 3 clusters Score -3757153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -3757159.750000 Penalty: 1016.889465
	Iteration 29Q: 3 clusters Score -3757160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -3757163.750000 Penalty: 1016.889465
	Iteration 30Q: 3 clusters Score -3757164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -3757162.250000 Penalty: 1016.889465
	Iteration 31Q: 3 clusters Score -3757162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -3757163.000000 Penalty: 1016.889465
	Iteration 32Q: 3 clusters Score -3757163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -3757164.000000 Penalty: 1016.889465
	Iteration 33Q: 3 clusters Score -3757164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -3757161.750000 Penalty: 1016.889465
	Iteration 34Q: 3 clusters Score -3757162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -3757167.250000 Penalty: 1016.889465
	Iteration 35Q: 3 clusters Score -3757167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -3757168.250000 Penalty: 1016.889465
	Iteration 36Q: 3 clusters Score -3757168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -3757171.250000 Penalty: 1016.889465
	Iteration 37Q: 3 clusters Score -3757171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -3757177.750000 Penalty: 1016.889465
	Iteration 38Q: 3 clusters Score -3757178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -3757194.000000 Penalty: 1016.889465
	Iteration 39Q: 3 clusters Score -3757194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -3757210.750000 Penalty: 1016.889465
	Iteration 40F: 3 clusters Score -3757211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 70846 members 
Entering Unmasked Estep 
Score: -3757215.000000 Penalty: 1016.889465
	Iteration 41Q: 3 clusters Score -3757215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 70836 members 
Entering Unmasked Estep 
Score: -3757220.500000 Penalty: 1016.889465
	Iteration 42Q: 3 clusters Score -3757220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 70828 members 
Entering Unmasked Estep 
Score: -3757219.000000 Penalty: 1016.889465
	Iteration 43Q: 3 clusters Score -3757219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -3757220.500000 Penalty: 1016.889465
	Iteration 44Q: 3 clusters Score -3757220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -3757222.750000 Penalty: 1016.889465
	Iteration 45Q: 3 clusters Score -3757223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -3757230.000000 Penalty: 1016.889465
	Iteration 46Q: 3 clusters Score -3757230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
Score: -3757228.000000 Penalty: 1016.889465
	Iteration 47Q: 3 clusters Score -3757228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -3757225.750000 Penalty: 1016.889465
	Iteration 48Q: 3 clusters Score -3757226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 70803 members 
Entering Unmasked Estep 
Score: -3757225.750000 Penalty: 1016.889465
	Iteration 49Q: 3 clusters Score -3757226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -3757223.500000 Penalty: 1016.889465
	Iteration 50Q: 3 clusters Score -3757224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -3757223.500000 Penalty: 1016.889465
	Iteration 51F: 3 clusters Score -3757224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 160392 members 
Mstep: Class 3 contains 135401 members 
Mstep: Class 4 contains 15098 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 94517 members 
Mstep: Class 8 contains 31220 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 11 contains 103527 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 153820 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 157120 members 
Mstep: Class 19 contains 177351 members 
Mstep: Class 20 contains 56280 members 
Mstep: Class 21 contains 106091 members 
Mstep: Class 22 contains 134862 members 
Mstep: Class 23 contains 93591 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 96924 members 
Mstep: Class 26 contains 70804 members 
Entering Unmasked Estep 
Score: -87176096.000000 Penalty: 16992.373047
Splitting cluster 17 changes total score from -87157016.000000 to -87176096.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (157120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Entering Unmasked Estep 
Score: -8532025.000000 Penalty: 544.396851
	Iteration 0F: 2 clusters Score -8532025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -8436649.000000 Penalty: 1088.793701
	Iteration 0F: 3 clusters Score -8436649 nChanged 77468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -8487030.000000 Penalty: 1088.793701
	Iteration 1F: 3 clusters Score -8487030 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -8490612.000000 Penalty: 1088.793701
	Iteration 2F: 3 clusters Score -8490612 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 99748 members 
Entering Unmasked Estep 
Score: -8496188.000000 Penalty: 1088.793701
	Iteration 3F: 3 clusters Score -8496188 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -8504343.000000 Penalty: 1088.793701
	Iteration 4F: 3 clusters Score -8504343 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 114050 members 
Entering Unmasked Estep 
Score: -8513716.000000 Penalty: 1088.793701
	Iteration 5F: 3 clusters Score -8513716 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 118099 members 
Entering Unmasked Estep 
Score: -8520148.000000 Penalty: 1088.793701
	Iteration 6F: 3 clusters Score -8520148 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 120441 members 
Entering Unmasked Estep 
Score: -8522913.000000 Penalty: 1088.793701
	Iteration 7Q: 3 clusters Score -8522913 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 122090 members 
Entering Unmasked Estep 
Score: -8523985.000000 Penalty: 1088.793701
	Iteration 8Q: 3 clusters Score -8523985 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 123486 members 
Entering Unmasked Estep 
Score: -8524863.000000 Penalty: 1088.793701
	Iteration 9Q: 3 clusters Score -8524863 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -8525583.000000 Penalty: 1088.793701
	Iteration 10Q: 3 clusters Score -8525583 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 125863 members 
Entering Unmasked Estep 
Score: -8526148.000000 Penalty: 1088.793701
	Iteration 11Q: 3 clusters Score -8526148 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 126730 members 
Entering Unmasked Estep 
Score: -8526604.000000 Penalty: 1088.793701
	Iteration 12Q: 3 clusters Score -8526604 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 127391 members 
Entering Unmasked Estep 
Score: -8526972.000000 Penalty: 1088.793701
	Iteration 13Q: 3 clusters Score -8526972 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 127912 members 
Entering Unmasked Estep 
Score: -8527268.000000 Penalty: 1088.793701
	Iteration 14Q: 3 clusters Score -8527268 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 128280 members 
Entering Unmasked Estep 
Score: -8527503.000000 Penalty: 1088.793701
	Iteration 15Q: 3 clusters Score -8527503 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 128540 members 
Entering Unmasked Estep 
Score: -8527697.000000 Penalty: 1088.793701
	Iteration 16Q: 3 clusters Score -8527697 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 128716 members 
Entering Unmasked Estep 
Score: -8527810.000000 Penalty: 1088.793701
	Iteration 17Q: 3 clusters Score -8527810 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -8527956.000000 Penalty: 1088.793701
	Iteration 18Q: 3 clusters Score -8527956 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 128719 members 
Entering Unmasked Estep 
Score: -8527989.000000 Penalty: 1088.793701
	Iteration 19Q: 3 clusters Score -8527989 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 128663 members 
Entering Unmasked Estep 
Score: -8528031.000000 Penalty: 1088.793701
	Iteration 20F: 3 clusters Score -8528031 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 128564 members 
Entering Unmasked Estep 
Score: -8528054.000000 Penalty: 1088.793701
	Iteration 21Q: 3 clusters Score -8528054 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 128398 members 
Entering Unmasked Estep 
Score: -8528048.000000 Penalty: 1088.793701
	Iteration 22Q: 3 clusters Score -8528048 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 128177 members 
Entering Unmasked Estep 
Score: -8528048.000000 Penalty: 1088.793701
	Iteration 23Q: 3 clusters Score -8528048 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 127954 members 
Entering Unmasked Estep 
Score: -8528063.000000 Penalty: 1088.793701
	Iteration 24Q: 3 clusters Score -8528063 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -8527999.000000 Penalty: 1088.793701
	Iteration 25Q: 3 clusters Score -8527999 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 127419 members 
Entering Unmasked Estep 
Score: -8527962.000000 Penalty: 1088.793701
	Iteration 26Q: 3 clusters Score -8527962 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 127197 members 
Entering Unmasked Estep 
Score: -8527979.000000 Penalty: 1088.793701
	Iteration 27Q: 3 clusters Score -8527979 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 126989 members 
Entering Unmasked Estep 
Score: -8527956.000000 Penalty: 1088.793701
	Iteration 28Q: 3 clusters Score -8527956 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 126760 members 
Entering Unmasked Estep 
Score: -8527951.000000 Penalty: 1088.793701
	Iteration 29Q: 3 clusters Score -8527951 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 126525 members 
Entering Unmasked Estep 
Score: -8527974.000000 Penalty: 1088.793701
	Iteration 30Q: 3 clusters Score -8527974 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 126281 members 
Entering Unmasked Estep 
Score: -8527991.000000 Penalty: 1088.793701
	Iteration 31Q: 3 clusters Score -8527991 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 126044 members 
Entering Unmasked Estep 
Score: -8528007.000000 Penalty: 1088.793701
	Iteration 32Q: 3 clusters Score -8528007 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 125823 members 
Entering Unmasked Estep 
Score: -8527999.000000 Penalty: 1088.793701
	Iteration 33Q: 3 clusters Score -8527999 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 125593 members 
Entering Unmasked Estep 
Score: -8527951.000000 Penalty: 1088.793701
	Iteration 34Q: 3 clusters Score -8527951 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 125398 members 
Entering Unmasked Estep 
Score: -8527898.000000 Penalty: 1088.793701
	Iteration 35Q: 3 clusters Score -8527898 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 125189 members 
Entering Unmasked Estep 
Score: -8527889.000000 Penalty: 1088.793701
	Iteration 36Q: 3 clusters Score -8527889 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 124962 members 
Entering Unmasked Estep 
Score: -8527828.000000 Penalty: 1088.793701
	Iteration 37Q: 3 clusters Score -8527828 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 124730 members 
Entering Unmasked Estep 
Score: -8527785.000000 Penalty: 1088.793701
	Iteration 38Q: 3 clusters Score -8527785 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 124482 members 
Entering Unmasked Estep 
Score: -8527761.000000 Penalty: 1088.793701
	Iteration 39Q: 3 clusters Score -8527761 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 124231 members 
Entering Unmasked Estep 
Score: -8527783.000000 Penalty: 1088.793701
	Iteration 40F: 3 clusters Score -8527783 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 123994 members 
Entering Unmasked Estep 
Score: -8527768.000000 Penalty: 1088.793701
	Iteration 41Q: 3 clusters Score -8527768 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 123728 members 
Entering Unmasked Estep 
Score: -8527746.000000 Penalty: 1088.793701
	Iteration 42Q: 3 clusters Score -8527746 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 123459 members 
Entering Unmasked Estep 
Score: -8527728.000000 Penalty: 1088.793701
	Iteration 43Q: 3 clusters Score -8527728 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 123205 members 
Entering Unmasked Estep 
Score: -8527660.000000 Penalty: 1088.793701
	Iteration 44Q: 3 clusters Score -8527660 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 122954 members 
Entering Unmasked Estep 
Score: -8527642.000000 Penalty: 1088.793701
	Iteration 45Q: 3 clusters Score -8527642 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 122702 members 
Entering Unmasked Estep 
Score: -8527599.000000 Penalty: 1088.793701
	Iteration 46Q: 3 clusters Score -8527599 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 122419 members 
Entering Unmasked Estep 
Score: -8527558.000000 Penalty: 1088.793701
	Iteration 47Q: 3 clusters Score -8527558 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 122113 members 
Entering Unmasked Estep 
Score: -8527532.000000 Penalty: 1088.793701
	Iteration 48Q: 3 clusters Score -8527532 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 121804 members 
Entering Unmasked Estep 
Score: -8527529.000000 Penalty: 1088.793701
	Iteration 49Q: 3 clusters Score -8527529 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 121483 members 
Entering Unmasked Estep 
Score: -8527522.000000 Penalty: 1088.793701
	Iteration 50Q: 3 clusters Score -8527522 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 121145 members 
Entering Unmasked Estep 
Score: -8527525.000000 Penalty: 1088.793701
	Iteration 51Q: 3 clusters Score -8527525 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 120808 members 
Entering Unmasked Estep 
Score: -8527522.000000 Penalty: 1088.793701
	Iteration 52Q: 3 clusters Score -8527522 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 120482 members 
Entering Unmasked Estep 
Score: -8527496.000000 Penalty: 1088.793701
	Iteration 53Q: 3 clusters Score -8527496 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 120156 members 
Entering Unmasked Estep 
Score: -8527480.000000 Penalty: 1088.793701
	Iteration 54Q: 3 clusters Score -8527480 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 119839 members 
Entering Unmasked Estep 
Score: -8527433.000000 Penalty: 1088.793701
	Iteration 55Q: 3 clusters Score -8527433 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 119535 members 
Entering Unmasked Estep 
Score: -8527377.000000 Penalty: 1088.793701
	Iteration 56Q: 3 clusters Score -8527377 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 119203 members 
Entering Unmasked Estep 
Score: -8527370.000000 Penalty: 1088.793701
	Iteration 57Q: 3 clusters Score -8527370 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 118838 members 
Entering Unmasked Estep 
Score: -8527353.000000 Penalty: 1088.793701
	Iteration 58Q: 3 clusters Score -8527353 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 118408 members 
Entering Unmasked Estep 
Score: -8527321.000000 Penalty: 1088.793701
	Iteration 59Q: 3 clusters Score -8527321 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 117993 members 
Entering Unmasked Estep 
Score: -8527375.000000 Penalty: 1088.793701
	Iteration 60F: 3 clusters Score -8527375 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 117577 members 
Entering Unmasked Estep 
Score: -8527368.000000 Penalty: 1088.793701
	Iteration 61Q: 3 clusters Score -8527368 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 117154 members 
Entering Unmasked Estep 
Score: -8527389.000000 Penalty: 1088.793701
	Iteration 62Q: 3 clusters Score -8527389 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 116701 members 
Entering Unmasked Estep 
Score: -8527370.000000 Penalty: 1088.793701
	Iteration 63Q: 3 clusters Score -8527370 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 116234 members 
Entering Unmasked Estep 
Score: -8527403.000000 Penalty: 1088.793701
	Iteration 64Q: 3 clusters Score -8527403 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 115761 members 
Entering Unmasked Estep 
Score: -8527420.000000 Penalty: 1088.793701
	Iteration 65Q: 3 clusters Score -8527420 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 115305 members 
Entering Unmasked Estep 
Score: -8527451.000000 Penalty: 1088.793701
	Iteration 66Q: 3 clusters Score -8527451 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 114829 members 
Entering Unmasked Estep 
Score: -8527449.000000 Penalty: 1088.793701
	Iteration 67Q: 3 clusters Score -8527449 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 114362 members 
Entering Unmasked Estep 
Score: -8527469.000000 Penalty: 1088.793701
	Iteration 68Q: 3 clusters Score -8527469 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 113911 members 
Entering Unmasked Estep 
Score: -8527515.000000 Penalty: 1088.793701
	Iteration 69Q: 3 clusters Score -8527515 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 113506 members 
Entering Unmasked Estep 
Score: -8527568.000000 Penalty: 1088.793701
	Iteration 70Q: 3 clusters Score -8527568 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 113107 members 
Entering Unmasked Estep 
Score: -8527582.000000 Penalty: 1088.793701
	Iteration 71Q: 3 clusters Score -8527582 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 112692 members 
Entering Unmasked Estep 
Score: -8527640.000000 Penalty: 1088.793701
	Iteration 72Q: 3 clusters Score -8527640 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 112279 members 
Entering Unmasked Estep 
Score: -8527681.000000 Penalty: 1088.793701
	Iteration 73Q: 3 clusters Score -8527681 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -8527655.000000 Penalty: 1088.793701
	Iteration 74Q: 3 clusters Score -8527655 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 111344 members 
Entering Unmasked Estep 
Score: -8527692.000000 Penalty: 1088.793701
	Iteration 75Q: 3 clusters Score -8527692 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -8527717.000000 Penalty: 1088.793701
	Iteration 76Q: 3 clusters Score -8527717 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 110359 members 
Entering Unmasked Estep 
Score: -8527766.000000 Penalty: 1088.793701
	Iteration 77Q: 3 clusters Score -8527766 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -8527782.000000 Penalty: 1088.793701
	Iteration 78Q: 3 clusters Score -8527782 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 109311 members 
Entering Unmasked Estep 
Score: -8527836.000000 Penalty: 1088.793701
	Iteration 79Q: 3 clusters Score -8527836 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 108830 members 
Entering Unmasked Estep 
Score: -8527848.000000 Penalty: 1088.793701
	Iteration 80F: 3 clusters Score -8527848 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 108355 members 
Entering Unmasked Estep 
Score: -8527880.000000 Penalty: 1088.793701
	Iteration 81Q: 3 clusters Score -8527880 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 107882 members 
Entering Unmasked Estep 
Score: -8527902.000000 Penalty: 1088.793701
	Iteration 82Q: 3 clusters Score -8527902 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -8527961.000000 Penalty: 1088.793701
	Iteration 83Q: 3 clusters Score -8527961 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 106931 members 
Entering Unmasked Estep 
Score: -8527992.000000 Penalty: 1088.793701
	Iteration 84Q: 3 clusters Score -8527992 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 106466 members 
Entering Unmasked Estep 
Score: -8528054.000000 Penalty: 1088.793701
	Iteration 85Q: 3 clusters Score -8528054 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 106001 members 
Entering Unmasked Estep 
Score: -8528089.000000 Penalty: 1088.793701
	Iteration 86Q: 3 clusters Score -8528089 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -8528130.000000 Penalty: 1088.793701
	Iteration 87Q: 3 clusters Score -8528130 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 105060 members 
Entering Unmasked Estep 
Score: -8528179.000000 Penalty: 1088.793701
	Iteration 88Q: 3 clusters Score -8528179 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -8528223.000000 Penalty: 1088.793701
	Iteration 89Q: 3 clusters Score -8528223 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -8528311.000000 Penalty: 1088.793701
	Iteration 90Q: 3 clusters Score -8528311 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -8528313.000000 Penalty: 1088.793701
	Iteration 91Q: 3 clusters Score -8528313 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -8528362.000000 Penalty: 1088.793701
	Iteration 92Q: 3 clusters Score -8528362 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 102580 members 
Entering Unmasked Estep 
Score: -8528427.000000 Penalty: 1088.793701
	Iteration 93Q: 3 clusters Score -8528427 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 102103 members 
Entering Unmasked Estep 
Score: -8528452.000000 Penalty: 1088.793701
	Iteration 94Q: 3 clusters Score -8528452 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 101639 members 
Entering Unmasked Estep 
Score: -8528480.000000 Penalty: 1088.793701
	Iteration 95Q: 3 clusters Score -8528480 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -8528551.000000 Penalty: 1088.793701
	Iteration 96Q: 3 clusters Score -8528551 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -8528603.000000 Penalty: 1088.793701
	Iteration 97Q: 3 clusters Score -8528603 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
Score: -8528625.000000 Penalty: 1088.793701
	Iteration 98Q: 3 clusters Score -8528625 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -8528639.000000 Penalty: 1088.793701
	Iteration 99Q: 3 clusters Score -8528639 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 99868 members 
Entering Unmasked Estep 
Score: -8528698.000000 Penalty: 1088.793701
	Iteration 100F: 3 clusters Score -8528698 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 99552 members 
Entering Unmasked Estep 
Score: -8528720.000000 Penalty: 1088.793701
	Iteration 101Q: 3 clusters Score -8528720 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -8528746.000000 Penalty: 1088.793701
	Iteration 102Q: 3 clusters Score -8528746 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58107 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -8528770.000000 Penalty: 1088.793701
	Iteration 103Q: 3 clusters Score -8528770 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -8528806.000000 Penalty: 1088.793701
	Iteration 104Q: 3 clusters Score -8528806 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 98530 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8528865 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8528901 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 97913 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8528953 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 97709 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8528988 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 97518 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8529024 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8529080 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 97177 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8529095 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 96993 members 
Entering Unmasked Estep 
Score: -8529138.000000 Penalty: 1088.793701
	Iteration 113Q: 3 clusters Score -8529138 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -8529173.000000 Penalty: 1088.793701
	Iteration 114Q: 3 clusters Score -8529173 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60520 members 
Mstep: Class 2 contains 96600 members 
Entering Unmasked Estep 
Score: -8529208.000000 Penalty: 1088.793701
	Iteration 115Q: 3 clusters Score -8529208 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -8529240.000000 Penalty: 1088.793701
	Iteration 116Q: 3 clusters Score -8529240 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -8529245.000000 Penalty: 1088.793701
	Iteration 117Q: 3 clusters Score -8529245 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 96132 members 
Entering Unmasked Estep 
Score: -8529262.000000 Penalty: 1088.793701
	Iteration 118Q: 3 clusters Score -8529262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -8529254.000000 Penalty: 1088.793701
	Iteration 119Q: 3 clusters Score -8529254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 95856 members 
Entering Unmasked Estep 
Score: -8529281.000000 Penalty: 1088.793701
	Iteration 120F: 3 clusters Score -8529281 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 95735 members 
Entering Unmasked Estep 
Score: -8529274.000000 Penalty: 1088.793701
	Iteration 121Q: 3 clusters Score -8529274 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 95595 members 
Entering Unmasked Estep 
Score: -8529289.000000 Penalty: 1088.793701
	Iteration 122Q: 3 clusters Score -8529289 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -8529321.000000 Penalty: 1088.793701
	Iteration 123Q: 3 clusters Score -8529321 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -8529330.000000 Penalty: 1088.793701
	Iteration 124Q: 3 clusters Score -8529330 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -8529347.000000 Penalty: 1088.793701
	Iteration 125Q: 3 clusters Score -8529347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -8529391.000000 Penalty: 1088.793701
	Iteration 126Q: 3 clusters Score -8529391 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 94945 members 
Entering Unmasked Estep 
Score: -8529383.000000 Penalty: 1088.793701
	Iteration 127Q: 3 clusters Score -8529383 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 94841 members 
Entering Unmasked Estep 
Score: -8529403.000000 Penalty: 1088.793701
	Iteration 128Q: 3 clusters Score -8529403 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 94725 members 
Entering Unmasked Estep 
Score: -8529414.000000 Penalty: 1088.793701
	Iteration 129Q: 3 clusters Score -8529414 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8529439 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8529462 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 94305 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8529501 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62980 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8529518 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 94011 members 
Entering Unmasked Estep 
Score: -8529532.000000 Penalty: 1088.793701
	Iteration 134Q: 3 clusters Score -8529532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63223 members 
Mstep: Class 2 contains 93897 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8529549 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 93780 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8529568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63468 members 
Mstep: Class 2 contains 93652 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8529622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8529630 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63740 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8529632 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 93272 members 
Entering Unmasked Estep 
Score: -8529653.000000 Penalty: 1088.793701
	Iteration 140F: 3 clusters Score -8529653 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 93160 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8529679 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -8529736.000000 Penalty: 1088.793701
	Iteration 142Q: 3 clusters Score -8529736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64164 members 
Mstep: Class 2 contains 92956 members 
Entering Unmasked Estep 
Score: -8529744.000000 Penalty: 1088.793701
	Iteration 143Q: 3 clusters Score -8529744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -8529745.000000 Penalty: 1088.793701
	Iteration 144Q: 3 clusters Score -8529745 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 92755 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8529749 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -8529769.000000 Penalty: 1088.793701
	Iteration 146Q: 3 clusters Score -8529769 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 92579 members 
Entering Unmasked Estep 
Score: -8529765.000000 Penalty: 1088.793701
	Iteration 147Q: 3 clusters Score -8529765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 92508 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8529776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -8529783.000000 Penalty: 1088.793701
	Iteration 149Q: 3 clusters Score -8529783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 92368 members 
Entering Unmasked Estep 
Score: -8529796.000000 Penalty: 1088.793701
	Iteration 150Q: 3 clusters Score -8529796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 92313 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8529794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64858 members 
Mstep: Class 2 contains 92262 members 
Entering Unmasked Estep 
Score: -8529790.000000 Penalty: 1088.793701
	Iteration 152Q: 3 clusters Score -8529790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8529789 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 92135 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8529794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 92067 members 
Entering Unmasked Estep 
Score: -8529779.000000 Penalty: 1088.793701
	Iteration 155Q: 3 clusters Score -8529779 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 91994 members 
Entering Unmasked Estep 
Score: -8529772.000000 Penalty: 1088.793701
	Iteration 156Q: 3 clusters Score -8529772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8529776 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 91826 members 
Entering Unmasked Estep 
Score: -8529798.000000 Penalty: 1088.793701
	Iteration 158Q: 3 clusters Score -8529798 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 91746 members 
Entering Unmasked Estep 
Score: -8529800.000000 Penalty: 1088.793701
	Iteration 159Q: 3 clusters Score -8529800 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -8529806.000000 Penalty: 1088.793701
	Iteration 160F: 3 clusters Score -8529806 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 91604 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8529806 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 91539 members 
Entering Unmasked Estep 
Score: -8529817.000000 Penalty: 1088.793701
	Iteration 162Q: 3 clusters Score -8529817 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8529817 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 91411 members 
Entering Unmasked Estep 
Score: -8529826.000000 Penalty: 1088.793701
	Iteration 164Q: 3 clusters Score -8529826 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8529826 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -8529820.000000 Penalty: 1088.793701
	Iteration 166Q: 3 clusters Score -8529820 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65926 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -8529828.000000 Penalty: 1088.793701
	Iteration 167Q: 3 clusters Score -8529828 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 91128 members 
Entering Unmasked Estep 
Score: -8529831.000000 Penalty: 1088.793701
	Iteration 168Q: 3 clusters Score -8529831 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -8529841.000000 Penalty: 1088.793701
	Iteration 169Q: 3 clusters Score -8529841 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8529851 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -8529855.000000 Penalty: 1088.793701
	Iteration 171Q: 3 clusters Score -8529855 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66386 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8529852 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 90643 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8529867 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 90558 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8529885 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8529885 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8529894 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66760 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8529912 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 90307 members 
Entering Unmasked Estep 
Score: -8529909.000000 Penalty: 1088.793701
	Iteration 178Q: 3 clusters Score -8529909 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8529910 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 90168 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8529936 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 90082 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8529949 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -8529963.000000 Penalty: 1088.793701
	Iteration 182Q: 3 clusters Score -8529963 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 89907 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8529974 nChanged 77
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Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8529990 nChanged 68
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Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 89762 members 
Entering Unmasked Estep 
Score: -8530012.000000 Penalty: 1088.793701
	Iteration 185Q: 3 clusters Score -8530012 nChanged 64
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Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8530037 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67482 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8530041 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 89571 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8530043 nChanged 69
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Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 89502 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8530039 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8530043 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8530047 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 89313 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8530054 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8530070 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8530076 nChanged 79
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Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 89104 members 
Entering Unmasked Estep 
Score: -8530102.000000 Penalty: 1088.793701
	Iteration 195Q: 3 clusters Score -8530102 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8530097 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -8530117.000000 Penalty: 1088.793701
	Iteration 197Q: 3 clusters Score -8530117 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -8530149.000000 Penalty: 1088.793701
	Iteration 198Q: 3 clusters Score -8530149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -8530139.000000 Penalty: 1088.793701
	Iteration 199Q: 3 clusters Score -8530139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68389 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -8530143.000000 Penalty: 1088.793701
	Iteration 200F: 3 clusters Score -8530143 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -8530154.000000 Penalty: 1088.793701
	Iteration 201Q: 3 clusters Score -8530154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 88600 members 
Entering Unmasked Estep 
Score: -8530176.000000 Penalty: 1088.793701
	Iteration 202Q: 3 clusters Score -8530176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -8530184.000000 Penalty: 1088.793701
	Iteration 203Q: 3 clusters Score -8530184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68660 members 
Mstep: Class 2 contains 88460 members 
Entering Unmasked Estep 
Score: -8530195.000000 Penalty: 1088.793701
	Iteration 204Q: 3 clusters Score -8530195 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -8530214.000000 Penalty: 1088.793701
	Iteration 205Q: 3 clusters Score -8530214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -8530252.000000 Penalty: 1088.793701
	Iteration 206Q: 3 clusters Score -8530252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -8530263.000000 Penalty: 1088.793701
	Iteration 207Q: 3 clusters Score -8530263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -8530255.000000 Penalty: 1088.793701
	Iteration 208Q: 3 clusters Score -8530255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -8530269.000000 Penalty: 1088.793701
	Iteration 209Q: 3 clusters Score -8530269 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -8530267.000000 Penalty: 1088.793701
	Iteration 210Q: 3 clusters Score -8530267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -8530273.000000 Penalty: 1088.793701
	Iteration 211Q: 3 clusters Score -8530273 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -8530288.000000 Penalty: 1088.793701
	Iteration 212Q: 3 clusters Score -8530288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -8530286.000000 Penalty: 1088.793701
	Iteration 213Q: 3 clusters Score -8530286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69243 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -8530307.000000 Penalty: 1088.793701
	Iteration 214Q: 3 clusters Score -8530307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -8530318.000000 Penalty: 1088.793701
	Iteration 215Q: 3 clusters Score -8530318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 87812 members 
Entering Unmasked Estep 
Score: -8530319.000000 Penalty: 1088.793701
	Iteration 216Q: 3 clusters Score -8530319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 87790 members 
Entering Unmasked Estep 
Score: -8530324.000000 Penalty: 1088.793701
	Iteration 217Q: 3 clusters Score -8530324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -8530340.000000 Penalty: 1088.793701
	Iteration 218Q: 3 clusters Score -8530340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -8530344.000000 Penalty: 1088.793701
	Iteration 219Q: 3 clusters Score -8530344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69405 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -8530352.000000 Penalty: 1088.793701
	Iteration 220F: 3 clusters Score -8530352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69426 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -8530351.000000 Penalty: 1088.793701
	Iteration 221Q: 3 clusters Score -8530351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -8530358.000000 Penalty: 1088.793701
	Iteration 222Q: 3 clusters Score -8530358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -8530365.000000 Penalty: 1088.793701
	Iteration 223Q: 3 clusters Score -8530365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 87641 members 
Entering Unmasked Estep 
Score: -8530366.000000 Penalty: 1088.793701
	Iteration 224Q: 3 clusters Score -8530366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -8530360.000000 Penalty: 1088.793701
	Iteration 225Q: 3 clusters Score -8530360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -8530351.000000 Penalty: 1088.793701
	Iteration 226Q: 3 clusters Score -8530351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -8530359.000000 Penalty: 1088.793701
	Iteration 227Q: 3 clusters Score -8530359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -8530362.000000 Penalty: 1088.793701
	Iteration 228Q: 3 clusters Score -8530362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -8530366.000000 Penalty: 1088.793701
	Iteration 229Q: 3 clusters Score -8530366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69558 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -8530366.000000 Penalty: 1088.793701
	Iteration 230Q: 3 clusters Score -8530366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69573 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -8530367.000000 Penalty: 1088.793701
	Iteration 231Q: 3 clusters Score -8530367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -8530365.000000 Penalty: 1088.793701
	Iteration 232Q: 3 clusters Score -8530365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69608 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -8530363.000000 Penalty: 1088.793701
	Iteration 233Q: 3 clusters Score -8530363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69625 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -8530364.000000 Penalty: 1088.793701
	Iteration 234Q: 3 clusters Score -8530364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 87482 members 
Entering Unmasked Estep 
Score: -8530364.000000 Penalty: 1088.793701
	Iteration 235Q: 3 clusters Score -8530364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 87475 members 
Entering Unmasked Estep 
Score: -8530364.000000 Penalty: 1088.793701
	Iteration 236Q: 3 clusters Score -8530364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -8530361.000000 Penalty: 1088.793701
	Iteration 237Q: 3 clusters Score -8530361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 87465 members 
Entering Unmasked Estep 
Score: -8530365.000000 Penalty: 1088.793701
	Iteration 238Q: 3 clusters Score -8530365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 87458 members 
Entering Unmasked Estep 
Score: -8530365.000000 Penalty: 1088.793701
	Iteration 239Q: 3 clusters Score -8530365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -8530363.000000 Penalty: 1088.793701
	Iteration 240F: 3 clusters Score -8530363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -8530368.000000 Penalty: 1088.793701
	Iteration 241Q: 3 clusters Score -8530368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 87443 members 
Entering Unmasked Estep 
Score: -8530367.000000 Penalty: 1088.793701
	Iteration 242Q: 3 clusters Score -8530367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -8530369.000000 Penalty: 1088.793701
	Iteration 243Q: 3 clusters Score -8530369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -8530367.000000 Penalty: 1088.793701
	Iteration 244Q: 3 clusters Score -8530367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -8530371.000000 Penalty: 1088.793701
	Iteration 245Q: 3 clusters Score -8530371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -8530375.000000 Penalty: 1088.793701
	Iteration 246Q: 3 clusters Score -8530375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -8530374.000000 Penalty: 1088.793701
	Iteration 247Q: 3 clusters Score -8530374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -8530380.000000 Penalty: 1088.793701
	Iteration 248Q: 3 clusters Score -8530380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -8530383.000000 Penalty: 1088.793701
	Iteration 249Q: 3 clusters Score -8530383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -8530379.000000 Penalty: 1088.793701
	Iteration 250Q: 3 clusters Score -8530379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -8530385.000000 Penalty: 1088.793701
	Iteration 251Q: 3 clusters Score -8530385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -8530381.000000 Penalty: 1088.793701
	Iteration 252Q: 3 clusters Score -8530381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69829 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -8530385.000000 Penalty: 1088.793701
	Iteration 253Q: 3 clusters Score -8530385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 87280 members 
Entering Unmasked Estep 
Score: -8530388.000000 Penalty: 1088.793701
	Iteration 254Q: 3 clusters Score -8530388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 87267 members 
Entering Unmasked Estep 
Score: -8530391.000000 Penalty: 1088.793701
	Iteration 255Q: 3 clusters Score -8530391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -8530402.000000 Penalty: 1088.793701
	Iteration 256Q: 3 clusters Score -8530402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -8530398.000000 Penalty: 1088.793701
	Iteration 257Q: 3 clusters Score -8530398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -8530394.000000 Penalty: 1088.793701
	Iteration 258Q: 3 clusters Score -8530394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -8530402.000000 Penalty: 1088.793701
	Iteration 259Q: 3 clusters Score -8530402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 87224 members 
Entering Unmasked Estep 
Score: -8530407.000000 Penalty: 1088.793701
	Iteration 260F: 3 clusters Score -8530407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -8530400.000000 Penalty: 1088.793701
	Iteration 261Q: 3 clusters Score -8530400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
Score: -8530408.000000 Penalty: 1088.793701
	Iteration 262Q: 3 clusters Score -8530408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 87203 members 
Entering Unmasked Estep 
Score: -8530411.000000 Penalty: 1088.793701
	Iteration 263Q: 3 clusters Score -8530411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -8530417.000000 Penalty: 1088.793701
	Iteration 264Q: 3 clusters Score -8530417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -8530418.000000 Penalty: 1088.793701
	Iteration 265Q: 3 clusters Score -8530418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69922 members 
Mstep: Class 2 contains 87198 members 
Entering Unmasked Estep 
Score: -8530416.000000 Penalty: 1088.793701
	Iteration 266Q: 3 clusters Score -8530416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 87196 members 
Entering Unmasked Estep 
Score: -8530423.000000 Penalty: 1088.793701
	Iteration 267Q: 3 clusters Score -8530423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 87194 members 
Entering Unmasked Estep 
Score: -8530418.000000 Penalty: 1088.793701
	Iteration 268Q: 3 clusters Score -8530418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 87192 members 
Entering Unmasked Estep 
Score: -8530415.000000 Penalty: 1088.793701
	Iteration 269Q: 3 clusters Score -8530415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 87192 members 
Entering Unmasked Estep 
Score: -8530415.000000 Penalty: 1088.793701
	Iteration 270F: 3 clusters Score -8530415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177351 members 
Entering Unmasked Estep 
Score: -9256684.000000 Penalty: 549.907837
	Iteration 0F: 2 clusters Score -9256684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 88431 members 
Entering Unmasked Estep 
Score: -9152028.000000 Penalty: 1099.815674
	Iteration 0F: 3 clusters Score -9152028 nChanged 87169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 73652 members 
Entering Unmasked Estep 
Score: -9208644.000000 Penalty: 1099.815674
	Iteration 1F: 3 clusters Score -9208644 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108367 members 
Mstep: Class 2 contains 68984 members 
Entering Unmasked Estep 
Score: -9217383.000000 Penalty: 1099.815674
	Iteration 2F: 3 clusters Score -9217383 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111305 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -9231631.000000 Penalty: 1099.815674
	Iteration 3F: 3 clusters Score -9231631 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110309 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
Score: -9242075.000000 Penalty: 1099.815674
	Iteration 4F: 3 clusters Score -9242075 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107309 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -9245273.000000 Penalty: 1099.815674
	Iteration 5F: 3 clusters Score -9245273 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -9246069.000000 Penalty: 1099.815674
	Iteration 6Q: 3 clusters Score -9246069 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100488 members 
Mstep: Class 2 contains 76863 members 
Entering Unmasked Estep 
Score: -9246742.000000 Penalty: 1099.815674
	Iteration 7Q: 3 clusters Score -9246742 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97104 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -9247446.000000 Penalty: 1099.815674
	Iteration 8Q: 3 clusters Score -9247446 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93672 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -9248213.000000 Penalty: 1099.815674
	Iteration 9Q: 3 clusters Score -9248213 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90181 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -9248835.000000 Penalty: 1099.815674
	Iteration 10Q: 3 clusters Score -9248835 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -9249620.000000 Penalty: 1099.815674
	Iteration 11Q: 3 clusters Score -9249620 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83914 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -9250210.000000 Penalty: 1099.815674
	Iteration 12Q: 3 clusters Score -9250210 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 96020 members 
Entering Unmasked Estep 
Score: -9250723.000000 Penalty: 1099.815674
	Iteration 13Q: 3 clusters Score -9250723 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 98291 members 
Entering Unmasked Estep 
Score: -9251088.000000 Penalty: 1099.815674
	Iteration 14Q: 3 clusters Score -9251088 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 100123 members 
Entering Unmasked Estep 
Score: -9251444.000000 Penalty: 1099.815674
	Iteration 15Q: 3 clusters Score -9251444 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 101606 members 
Entering Unmasked Estep 
Score: -9251745.000000 Penalty: 1099.815674
	Iteration 16Q: 3 clusters Score -9251745 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -9251968.000000 Penalty: 1099.815674
	Iteration 17Q: 3 clusters Score -9251968 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -9252240.000000 Penalty: 1099.815674
	Iteration 18Q: 3 clusters Score -9252240 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 104998 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9252456 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 106171 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9252641 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 107536 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9252886 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 109148 members 
Entering Unmasked Estep 
Score: -9253185.000000 Penalty: 1099.815674
	Iteration 22Q: 3 clusters Score -9253185 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 110905 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9253476 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 112787 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9253612 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 114827 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9253836 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 116857 members 
Entering Unmasked Estep 
Score: -9254041.000000 Penalty: 1099.815674
	Iteration 26Q: 3 clusters Score -9254041 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 118885 members 
Entering Unmasked Estep 
Score: -9254328.000000 Penalty: 1099.815674
	Iteration 27Q: 3 clusters Score -9254328 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 121000 members 
Entering Unmasked Estep 
Score: -9254706.000000 Penalty: 1099.815674
	Iteration 28Q: 3 clusters Score -9254706 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 123174 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9254987 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 125529 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9255315 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 127956 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9255688 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 130456 members 
Entering Unmasked Estep 
Score: -9256133.000000 Penalty: 1099.815674
	Iteration 32Q: 3 clusters Score -9256133 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 132960 members 
Entering Unmasked Estep 
Score: -9256616.000000 Penalty: 1099.815674
	Iteration 33Q: 3 clusters Score -9256616 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 135507 members 
Entering Unmasked Estep 
Score: -9257033.000000 Penalty: 1099.815674
	Iteration 34Q: 3 clusters Score -9257033 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 138069 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9257460 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 140702 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9257992 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 143278 members 
Entering Unmasked Estep 
Score: -9258476.000000 Penalty: 1099.815674
	Iteration 37Q: 3 clusters Score -9258476 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 145778 members 
Entering Unmasked Estep 
Score: -9258957.000000 Penalty: 1099.815674
	Iteration 38Q: 3 clusters Score -9258957 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 148249 members 
Entering Unmasked Estep 
Score: -9260158.000000 Penalty: 1099.815674
	Iteration 39Q: 3 clusters Score -9260158 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 150600 members 
Entering Unmasked Estep 
Score: -9261033.000000 Penalty: 1099.815674
	Iteration 40F: 3 clusters Score -9261033 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 152583 members 
Entering Unmasked Estep 
Score: -9261536.000000 Penalty: 1099.815674
	Iteration 41Q: 3 clusters Score -9261536 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 154103 members 
Entering Unmasked Estep 
Score: -9261751.000000 Penalty: 1099.815674
	Iteration 42Q: 3 clusters Score -9261751 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 155385 members 
Entering Unmasked Estep 
Score: -9261893.000000 Penalty: 1099.815674
	Iteration 43Q: 3 clusters Score -9261893 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 156438 members 
Entering Unmasked Estep 
Score: -9261939.000000 Penalty: 1099.815674
	Iteration 44Q: 3 clusters Score -9261939 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 157349 members 
Entering Unmasked Estep 
Score: -9261952.000000 Penalty: 1099.815674
	Iteration 45Q: 3 clusters Score -9261952 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 158118 members 
Entering Unmasked Estep 
Score: -9261983.000000 Penalty: 1099.815674
	Iteration 46Q: 3 clusters Score -9261983 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 158783 members 
Entering Unmasked Estep 
Score: -9261961.000000 Penalty: 1099.815674
	Iteration 47Q: 3 clusters Score -9261961 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -9261923.000000 Penalty: 1099.815674
	Iteration 48Q: 3 clusters Score -9261923 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 159942 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9261897 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 160427 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9261839 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 160886 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9261835 nChanged 421
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Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 161265 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9261829 nChanged 384
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Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 161607 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9261712 nChanged 339
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Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 161908 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9261674 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 162212 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9261630 nChanged 306
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 162494 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9261592 nChanged 298
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 162768 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9261526 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 163006 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9261491 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 163237 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9261461 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 163431 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9261401 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 163625 members 
Entering Unmasked Estep 
Score: -9261340.000000 Penalty: 1099.815674
	Iteration 61Q: 3 clusters Score -9261340 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 163796 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9261285 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 163961 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9261257 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 164124 members 
Entering Unmasked Estep 
Score: -9261217.000000 Penalty: 1099.815674
	Iteration 64Q: 3 clusters Score -9261217 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 164277 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9261187 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 164397 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9261145 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 164498 members 
Entering Unmasked Estep 
Score: -9261106.000000 Penalty: 1099.815674
	Iteration 67Q: 3 clusters Score -9261106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 164585 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9261075 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 164658 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9261064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 164738 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9261054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 164808 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9261061 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 164856 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9261057 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 164907 members 
Entering Unmasked Estep 
Score: -9261041.000000 Penalty: 1099.815674
	Iteration 73Q: 3 clusters Score -9261041 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 164955 members 
Entering Unmasked Estep 
Score: -9261036.000000 Penalty: 1099.815674
	Iteration 74Q: 3 clusters Score -9261036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9260998 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 165047 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9260975 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9260947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 165119 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9260927 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -9260919.000000 Penalty: 1099.815674
	Iteration 79Q: 3 clusters Score -9260919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 165164 members 
Entering Unmasked Estep 
Score: -9260916.000000 Penalty: 1099.815674
	Iteration 80F: 3 clusters Score -9260916 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9260901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 165215 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9260909 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 165246 members 
Entering Unmasked Estep 
Score: -9260904.000000 Penalty: 1099.815674
	Iteration 83Q: 3 clusters Score -9260904 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 165272 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9260901 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 165288 members 
Entering Unmasked Estep 
Score: -9260881.000000 Penalty: 1099.815674
	Iteration 85Q: 3 clusters Score -9260881 nChanged 32
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Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 165302 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9260880 nChanged 31
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Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 165321 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9260875 nChanged 26
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Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 165339 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9260869 nChanged 16
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Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9260872 nChanged 20
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Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9260856 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 165369 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9260855 nChanged 26
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Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -9260840.000000 Penalty: 1099.815674
	Iteration 92Q: 3 clusters Score -9260840 nChanged 18
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Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 165393 members 
Entering Unmasked Estep 
Score: -9260843.000000 Penalty: 1099.815674
	Iteration 93Q: 3 clusters Score -9260843 nChanged 21
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Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 165402 members 
Entering Unmasked Estep 
Score: -9260836.000000 Penalty: 1099.815674
	Iteration 94Q: 3 clusters Score -9260836 nChanged 18
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Mstep: Class 1 contains 11939 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9260830 nChanged 14
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Mstep: Class 1 contains 11931 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9260832 nChanged 20
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Mstep: Class 1 contains 11921 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9260844 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 165436 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9260846 nChanged 19
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Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 165447 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9260839 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 165463 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9260835 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 165478 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9260828 nChanged 15
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Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 165479 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9260830 nChanged 8
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Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 165477 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9260830 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 165476 members 
Entering Unmasked Estep 
Score: -9260837.000000 Penalty: 1099.815674
	Iteration 104Q: 3 clusters Score -9260837 nChanged 15
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Mstep: Class 1 contains 11874 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9260828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 165482 members 
Entering Unmasked Estep 
Score: -9260822.000000 Penalty: 1099.815674
	Iteration 106Q: 3 clusters Score -9260822 nChanged 22
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Mstep: Class 1 contains 11871 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9260827 nChanged 17
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Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 165483 members 
Entering Unmasked Estep 
Score: -9260826.000000 Penalty: 1099.815674
	Iteration 108Q: 3 clusters Score -9260826 nChanged 18
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Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9260827 nChanged 27
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Entering Unmasked Estep 
Score: -9260829.000000 Penalty: 1099.815674
	Iteration 110Q: 3 clusters Score -9260829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 165526 members 
Entering Unmasked Estep 
Score: -9260814.000000 Penalty: 1099.815674
	Iteration 111Q: 3 clusters Score -9260814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 165536 members 
Entering Unmasked Estep 
Score: -9260806.000000 Penalty: 1099.815674
	Iteration 112Q: 3 clusters Score -9260806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 165545 members 
Entering Unmasked Estep 
Score: -9260809.000000 Penalty: 1099.815674
	Iteration 113Q: 3 clusters Score -9260809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 165548 members 
Entering Unmasked Estep 
Score: -9260809.000000 Penalty: 1099.815674
	Iteration 114Q: 3 clusters Score -9260809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 165556 members 
Entering Unmasked Estep 
Score: -9260818.000000 Penalty: 1099.815674
	Iteration 115Q: 3 clusters Score -9260818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 165566 members 
Entering Unmasked Estep 
Score: -9260817.000000 Penalty: 1099.815674
	Iteration 116Q: 3 clusters Score -9260817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 165576 members 
Entering Unmasked Estep 
Score: -9260816.000000 Penalty: 1099.815674
	Iteration 117Q: 3 clusters Score -9260816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 165587 members 
Entering Unmasked Estep 
Score: -9260812.000000 Penalty: 1099.815674
	Iteration 118Q: 3 clusters Score -9260812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 165595 members 
Entering Unmasked Estep 
Score: -9260805.000000 Penalty: 1099.815674
	Iteration 119Q: 3 clusters Score -9260805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 165602 members 
Entering Unmasked Estep 
Score: -9260805.000000 Penalty: 1099.815674
	Iteration 120F: 3 clusters Score -9260805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 165605 members 
Entering Unmasked Estep 
Score: -9260801.000000 Penalty: 1099.815674
	Iteration 121Q: 3 clusters Score -9260801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 165609 members 
Entering Unmasked Estep 
Score: -9260804.000000 Penalty: 1099.815674
	Iteration 122Q: 3 clusters Score -9260804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 165609 members 
Entering Unmasked Estep 
Score: -9260805.000000 Penalty: 1099.815674
	Iteration 123Q: 3 clusters Score -9260805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 165608 members 
Entering Unmasked Estep 
Score: -9260799.000000 Penalty: 1099.815674
	Iteration 124Q: 3 clusters Score -9260799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 165608 members 
Entering Unmasked Estep 
Score: -9260805.000000 Penalty: 1099.815674
	Iteration 125Q: 3 clusters Score -9260805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 165607 members 
Entering Unmasked Estep 
Score: -9260802.000000 Penalty: 1099.815674
	Iteration 126Q: 3 clusters Score -9260802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 165607 members 
Entering Unmasked Estep 
Score: -9260799.000000 Penalty: 1099.815674
	Iteration 127Q: 3 clusters Score -9260799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 165608 members 
Entering Unmasked Estep 
Score: -9260797.000000 Penalty: 1099.815674
	Iteration 128Q: 3 clusters Score -9260797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 165610 members 
Entering Unmasked Estep 
Score: -9260799.000000 Penalty: 1099.815674
	Iteration 129Q: 3 clusters Score -9260799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 165611 members 
Entering Unmasked Estep 
Score: -9260809.000000 Penalty: 1099.815674
	Iteration 130Q: 3 clusters Score -9260809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 165611 members 
Entering Unmasked Estep 
Score: -9260809.000000 Penalty: 1099.815674
	Iteration 131F: 3 clusters Score -9260809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 160392 members 
Mstep: Class 3 contains 135401 members 
Mstep: Class 4 contains 15098 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 94517 members 
Mstep: Class 8 contains 31220 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 11 contains 103527 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 153820 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 157120 members 
Mstep: Class 19 contains 11740 members 
Mstep: Class 20 contains 56280 members 
Mstep: Class 21 contains 106091 members 
Mstep: Class 22 contains 134862 members 
Mstep: Class 23 contains 93591 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 96924 members 
Mstep: Class 26 contains 70804 members 
Mstep: Class 27 contains 165611 members 
Entering Unmasked Estep 
Score: -87181120.000000 Penalty: 17645.925781
Splitting cluster 19 changes total score from -87157016.000000 to -87181120.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (56280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Entering Unmasked Estep 
Score: -3029630.000000 Penalty: 497.683289
	Iteration 0F: 2 clusters Score -3029630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -2991723.750000 Penalty: 995.366577
	Iteration 0F: 3 clusters Score -2991724 nChanged 27287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3009290.250000 Penalty: 995.366577
	Iteration 1F: 3 clusters Score -3009290 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -3012665.750000 Penalty: 995.366577
	Iteration 2F: 3 clusters Score -3012666 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3018176.000000 Penalty: 995.366577
	Iteration 3F: 3 clusters Score -3018176 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3024147.250000 Penalty: 995.366577
	Iteration 4F: 3 clusters Score -3024147 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -3027864.500000 Penalty: 995.366577
	Iteration 5F: 3 clusters Score -3027864 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3029307.750000 Penalty: 995.366577
	Iteration 6Q: 3 clusters Score -3029308 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -3029748.500000 Penalty: 995.366577
	Iteration 7Q: 3 clusters Score -3029748 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3029991.500000 Penalty: 995.366577
	Iteration 8Q: 3 clusters Score -3029992 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3030169.250000 Penalty: 995.366577
	Iteration 9Q: 3 clusters Score -3030169 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3030285.250000 Penalty: 995.366577
	Iteration 10Q: 3 clusters Score -3030285 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3030361.000000 Penalty: 995.366577
	Iteration 11Q: 3 clusters Score -3030361 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3030430.500000 Penalty: 995.366577
	Iteration 12Q: 3 clusters Score -3030430 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3030451.000000 Penalty: 995.366577
	Iteration 13Q: 3 clusters Score -3030451 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3030471.000000 Penalty: 995.366577
	Iteration 14Q: 3 clusters Score -3030471 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3030491.250000 Penalty: 995.366577
	Iteration 15Q: 3 clusters Score -3030491 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3030509.500000 Penalty: 995.366577
	Iteration 16Q: 3 clusters Score -3030510 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3030525.500000 Penalty: 995.366577
	Iteration 17Q: 3 clusters Score -3030526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3030523.750000 Penalty: 995.366577
	Iteration 18Q: 3 clusters Score -3030524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3030529.500000 Penalty: 995.366577
	Iteration 19Q: 3 clusters Score -3030530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3030545.500000 Penalty: 995.366577
	Iteration 20F: 3 clusters Score -3030546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3030548.000000 Penalty: 995.366577
	Iteration 21Q: 3 clusters Score -3030548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3030557.500000 Penalty: 995.366577
	Iteration 22Q: 3 clusters Score -3030558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3030564.250000 Penalty: 995.366577
	Iteration 23Q: 3 clusters Score -3030564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3030567.500000 Penalty: 995.366577
	Iteration 24Q: 3 clusters Score -3030568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3030565.000000 Penalty: 995.366577
	Iteration 25Q: 3 clusters Score -3030565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3030560.500000 Penalty: 995.366577
	Iteration 26Q: 3 clusters Score -3030560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3030572.000000 Penalty: 995.366577
	Iteration 27Q: 3 clusters Score -3030572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3030566.500000 Penalty: 995.366577
	Iteration 28Q: 3 clusters Score -3030566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3030563.750000 Penalty: 995.366577
	Iteration 29Q: 3 clusters Score -3030564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3030566.750000 Penalty: 995.366577
	Iteration 30Q: 3 clusters Score -3030567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3030575.000000 Penalty: 995.366577
	Iteration 31Q: 3 clusters Score -3030575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3030585.750000 Penalty: 995.366577
	Iteration 32Q: 3 clusters Score -3030586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3030591.500000 Penalty: 995.366577
	Iteration 33Q: 3 clusters Score -3030592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3030595.000000 Penalty: 995.366577
	Iteration 34Q: 3 clusters Score -3030595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3030599.500000 Penalty: 995.366577
	Iteration 35Q: 3 clusters Score -3030600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3030595.000000 Penalty: 995.366577
	Iteration 36Q: 3 clusters Score -3030595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3030591.500000 Penalty: 995.366577
	Iteration 37Q: 3 clusters Score -3030592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -3030589.500000 Penalty: 995.366577
	Iteration 38Q: 3 clusters Score -3030590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3030596.500000 Penalty: 995.366577
	Iteration 39Q: 3 clusters Score -3030596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3030595.250000 Penalty: 995.366577
	Iteration 40F: 3 clusters Score -3030595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3030596.250000 Penalty: 995.366577
	Iteration 41Q: 3 clusters Score -3030596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3030603.750000 Penalty: 995.366577
	Iteration 42Q: 3 clusters Score -3030604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3030605.500000 Penalty: 995.366577
	Iteration 43Q: 3 clusters Score -3030606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3030606.250000 Penalty: 995.366577
	Iteration 44Q: 3 clusters Score -3030606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3030601.250000 Penalty: 995.366577
	Iteration 45Q: 3 clusters Score -3030601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3030601.250000 Penalty: 995.366577
	Iteration 46Q: 3 clusters Score -3030601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3030603.500000 Penalty: 995.366577
	Iteration 47Q: 3 clusters Score -3030604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3030616.500000 Penalty: 995.366577
	Iteration 48Q: 3 clusters Score -3030616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3030622.000000 Penalty: 995.366577
	Iteration 49Q: 3 clusters Score -3030622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3030619.000000 Penalty: 995.366577
	Iteration 50Q: 3 clusters Score -3030619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3030623.000000 Penalty: 995.366577
	Iteration 51Q: 3 clusters Score -3030623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3030628.250000 Penalty: 995.366577
	Iteration 52Q: 3 clusters Score -3030628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3030625.500000 Penalty: 995.366577
	Iteration 53Q: 3 clusters Score -3030626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3030623.000000 Penalty: 995.366577
	Iteration 54Q: 3 clusters Score -3030623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3030624.250000 Penalty: 995.366577
	Iteration 55Q: 3 clusters Score -3030624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3030616.500000 Penalty: 995.366577
	Iteration 56Q: 3 clusters Score -3030616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3030616.250000 Penalty: 995.366577
	Iteration 57Q: 3 clusters Score -3030616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3030617.000000 Penalty: 995.366577
	Iteration 58Q: 3 clusters Score -3030617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3030617.250000 Penalty: 995.366577
	Iteration 59Q: 3 clusters Score -3030617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3030617.500000 Penalty: 995.366577
	Iteration 60F: 3 clusters Score -3030618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3030615.250000 Penalty: 995.366577
	Iteration 61Q: 3 clusters Score -3030615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3030614.500000 Penalty: 995.366577
	Iteration 62Q: 3 clusters Score -3030614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3030616.000000 Penalty: 995.366577
	Iteration 63Q: 3 clusters Score -3030616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3030613.000000 Penalty: 995.366577
	Iteration 64Q: 3 clusters Score -3030613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3030611.500000 Penalty: 995.366577
	Iteration 65Q: 3 clusters Score -3030612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3030615.000000 Penalty: 995.366577
	Iteration 66Q: 3 clusters Score -3030615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3030615.750000 Penalty: 995.366577
	Iteration 67Q: 3 clusters Score -3030616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3030615.500000 Penalty: 995.366577
	Iteration 68Q: 3 clusters Score -3030616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3030615.250000 Penalty: 995.366577
	Iteration 69Q: 3 clusters Score -3030615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3030615.750000 Penalty: 995.366577
	Iteration 70Q: 3 clusters Score -3030616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3030615.750000 Penalty: 995.366577
	Iteration 71F: 3 clusters Score -3030616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 160392 members 
Mstep: Class 3 contains 135401 members 
Mstep: Class 4 contains 15098 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 94517 members 
Mstep: Class 8 contains 31220 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 11 contains 103527 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 153820 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 157120 members 
Mstep: Class 19 contains 11740 members 
Mstep: Class 20 contains 52920 members 
Mstep: Class 21 contains 106091 members 
Mstep: Class 22 contains 134862 members 
Mstep: Class 23 contains 93591 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 96924 members 
Mstep: Class 26 contains 70804 members 
Mstep: Class 27 contains 165611 members 
Mstep: Class 28 contains 3360 members 
Entering Unmasked Estep 
Score: -87182200.000000 Penalty: 18299.478516
Splitting cluster 20 changes total score from -87157016.000000 to -87182200.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 21 (106091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106091 members 
Entering Unmasked Estep 
Score: -5615223.500000 Penalty: 526.528381
	Iteration 0F: 2 clusters Score -5615224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -5546735.500000 Penalty: 1053.056763
	Iteration 0F: 3 clusters Score -5546736 nChanged 51905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -5578915.500000 Penalty: 1053.056763
	Iteration 1F: 3 clusters Score -5578916 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -5580851.000000 Penalty: 1053.056763
	Iteration 2Q: 3 clusters Score -5580851 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64618 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5583965.500000 Penalty: 1053.056763
	Iteration 3F: 3 clusters Score -5583966 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -5589190.000000 Penalty: 1053.056763
	Iteration 4F: 3 clusters Score -5589190 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -5596649.000000 Penalty: 1053.056763
	Iteration 5F: 3 clusters Score -5596649 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -5604689.000000 Penalty: 1053.056763
	Iteration 6F: 3 clusters Score -5604689 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93713 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -5610618.000000 Penalty: 1053.056763
	Iteration 7F: 3 clusters Score -5610618 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98132 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -5613817.000000 Penalty: 1053.056763
	Iteration 8Q: 3 clusters Score -5613817 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -5615334.500000 Penalty: 1053.056763
	Iteration 9Q: 3 clusters Score -5615334 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5615876.500000 Penalty: 1053.056763
	Iteration 10Q: 3 clusters Score -5615876 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102861 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -5616069.500000 Penalty: 1053.056763
	Iteration 11Q: 3 clusters Score -5616070 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5616159.500000 Penalty: 1053.056763
	Iteration 12Q: 3 clusters Score -5616160 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5616208.000000 Penalty: 1053.056763
	Iteration 13Q: 3 clusters Score -5616208 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104310 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5616209.000000 Penalty: 1053.056763
	Iteration 14Q: 3 clusters Score -5616209 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5616243.500000 Penalty: 1053.056763
	Iteration 15Q: 3 clusters Score -5616244 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104711 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5616243.000000 Penalty: 1053.056763
	Iteration 16Q: 3 clusters Score -5616243 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104861 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5616233.500000 Penalty: 1053.056763
	Iteration 17Q: 3 clusters Score -5616234 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104977 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5616253.500000 Penalty: 1053.056763
	Iteration 18Q: 3 clusters Score -5616254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105061 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5616266.000000 Penalty: 1053.056763
	Iteration 19Q: 3 clusters Score -5616266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5616309.500000 Penalty: 1053.056763
	Iteration 20F: 3 clusters Score -5616310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105160 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5616351.000000 Penalty: 1053.056763
	Iteration 21Q: 3 clusters Score -5616351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5616367.000000 Penalty: 1053.056763
	Iteration 22Q: 3 clusters Score -5616367 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5616379.000000 Penalty: 1053.056763
	Iteration 23Q: 3 clusters Score -5616379 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5616382.500000 Penalty: 1053.056763
	Iteration 24Q: 3 clusters Score -5616382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5616381.500000 Penalty: 1053.056763
	Iteration 25Q: 3 clusters Score -5616382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5616389.500000 Penalty: 1053.056763
	Iteration 26Q: 3 clusters Score -5616390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5616394.500000 Penalty: 1053.056763
	Iteration 27Q: 3 clusters Score -5616394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5616398.500000 Penalty: 1053.056763
	Iteration 28Q: 3 clusters Score -5616398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5616396.000000 Penalty: 1053.056763
	Iteration 29Q: 3 clusters Score -5616396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105274 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5616383.500000 Penalty: 1053.056763
	Iteration 30Q: 3 clusters Score -5616384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5616381.500000 Penalty: 1053.056763
	Iteration 31Q: 3 clusters Score -5616382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5616384.000000 Penalty: 1053.056763
	Iteration 32Q: 3 clusters Score -5616384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105289 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5616382.000000 Penalty: 1053.056763
	Iteration 33Q: 3 clusters Score -5616382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5616378.000000 Penalty: 1053.056763
	Iteration 34Q: 3 clusters Score -5616378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5616380.500000 Penalty: 1053.056763
	Iteration 35Q: 3 clusters Score -5616380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5616380.000000 Penalty: 1053.056763
	Iteration 36Q: 3 clusters Score -5616380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105295 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5616379.000000 Penalty: 1053.056763
	Iteration 37Q: 3 clusters Score -5616379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5616382.000000 Penalty: 1053.056763
	Iteration 38Q: 3 clusters Score -5616382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5616397.500000 Penalty: 1053.056763
	Iteration 39F: 3 clusters Score -5616398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5616394.000000 Penalty: 1053.056763
	Iteration 40F: 3 clusters Score -5616394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105271 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5616409.500000 Penalty: 1053.056763
	Iteration 41Q: 3 clusters Score -5616410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5616408.500000 Penalty: 1053.056763
	Iteration 42Q: 3 clusters Score -5616408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5616406.500000 Penalty: 1053.056763
	Iteration 43Q: 3 clusters Score -5616406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105258 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5616399.500000 Penalty: 1053.056763
	Iteration 44Q: 3 clusters Score -5616400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105255 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5616405.000000 Penalty: 1053.056763
	Iteration 45Q: 3 clusters Score -5616405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5616407.500000 Penalty: 1053.056763
	Iteration 46Q: 3 clusters Score -5616408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105252 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5616405.500000 Penalty: 1053.056763
	Iteration 47Q: 3 clusters Score -5616406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5616407.000000 Penalty: 1053.056763
	Iteration 48Q: 3 clusters Score -5616407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5616406.000000 Penalty: 1053.056763
	Iteration 49Q: 3 clusters Score -5616406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5616402.000000 Penalty: 1053.056763
	Iteration 50Q: 3 clusters Score -5616402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105232 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5616403.000000 Penalty: 1053.056763
	Iteration 51Q: 3 clusters Score -5616403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105232 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5616400.500000 Penalty: 1053.056763
	Iteration 52Q: 3 clusters Score -5616400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105233 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5616406.000000 Penalty: 1053.056763
	Iteration 53Q: 3 clusters Score -5616406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105235 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5616402.500000 Penalty: 1053.056763
	Iteration 54Q: 3 clusters Score -5616402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105238 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5616394.000000 Penalty: 1053.056763
	Iteration 55Q: 3 clusters Score -5616394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5616392.500000 Penalty: 1053.056763
	Iteration 56Q: 3 clusters Score -5616392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105243 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5616396.000000 Penalty: 1053.056763
	Iteration 57Q: 3 clusters Score -5616396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105245 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5616394.000000 Penalty: 1053.056763
	Iteration 58Q: 3 clusters Score -5616394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105246 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5616392.500000 Penalty: 1053.056763
	Iteration 59Q: 3 clusters Score -5616392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105247 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5616386.500000 Penalty: 1053.056763
	Iteration 60F: 3 clusters Score -5616386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5616386.500000 Penalty: 1053.056763
	Iteration 61Q: 3 clusters Score -5616386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5616386.500000 Penalty: 1053.056763
	Iteration 62F: 3 clusters Score -5616386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 160392 members 
Mstep: Class 3 contains 135401 members 
Mstep: Class 4 contains 15098 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 94517 members 
Mstep: Class 8 contains 31220 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 11 contains 103527 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 153820 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 157120 members 
Mstep: Class 19 contains 11740 members 
Mstep: Class 20 contains 52920 members 
Mstep: Class 21 contains 105248 members 
Mstep: Class 22 contains 134862 members 
Mstep: Class 23 contains 93591 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 96924 members 
Mstep: Class 26 contains 70804 members 
Mstep: Class 27 contains 165611 members 
Mstep: Class 28 contains 3360 members 
Mstep: Class 29 contains 843 members 
Entering Unmasked Estep 
Score: -87183712.000000 Penalty: 18953.031250
Splitting cluster 21 changes total score from -87157016.000000 to -87183712.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 160392 members 
Mstep: Class 3 contains 135401 members 
Mstep: Class 4 contains 15098 members 
Mstep: Class 5 contains 15470 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 94517 members 
Mstep: Class 8 contains 31220 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 59998 members 
Mstep: Class 12 contains 17310 members 
Mstep: Class 13 contains 153820 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 7013 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 157120 members 
Mstep: Class 19 contains 11740 members 
Mstep: Class 20 contains 52920 members 
Mstep: Class 21 contains 105248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87198616.000000 Penalty: 18953.031250
Iteration 39Q: 30 clusters Score -8.719862e+07 nChanged 46189
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 159185 members 
Mstep: Class 3 contains 132127 members 
Mstep: Class 4 contains 15521 members 
Mstep: Class 5 contains 15606 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 7 contains 94250 members 
Mstep: Class 8 contains 32770 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 62057 members 
Mstep: Class 11 contains 103313 members 
Mstep: Class 12 contains 17792 members 
Mstep: Class 13 contains 157905 members 
Mstep: Class 14 contains 3925 members 
Mstep: Class 15 contains 6683 members 
Mstep: Class 16 contains 12480 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 157536 members 
Mstep: Class 19 contains 14455 members 
Mstep: Class 20 contains 54761 members 
Mstep: Class 21 contains 105241 members 
Mstep: Class 22 contains 135385 members 
Mstep: Class 23 contains 94631 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 92869 members 
Mstep: Class 26 contains 71466 members 
Mstep: Class 27 contains 157878 members 
Mstep: Class 28 contains 3534 members 
Mstep: Class 29 contains 1021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87215040.000000 Penalty: 18953.031250
Iteration 40F: 30 clusters Score -8.721504e+07 nChanged 42948
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 156767 members 
Mstep: Class 3 contains 128224 members 
Mstep: Class 4 contains 14427 members 
Mstep: Class 5 contains 15861 members 
Mstep: Class 6 contains 2514 members 
Mstep: Class 7 contains 93541 members 
Mstep: Class 8 contains 34246 members 
Mstep: Class 9 contains 1494 members 
Mstep: Class 10 contains 64029 members 
Mstep: Class 11 contains 103928 members 
Mstep: Class 12 contains 18314 members 
Mstep: Class 13 contains 157929 members 
Mstep: Class 14 contains 3723 members 
Mstep: Class 15 contains 6311 members 
Mstep: Class 16 contains 12116 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 156587 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 56265 members 
Mstep: Class 21 contains 104306 members 
Mstep: Class 22 contains 137197 members 
Mstep: Class 23 contains 96252 members 
Mstep: Class 24 contains 6494 members 
Mstep: Class 25 contains 90309 members 
Mstep: Class 26 contains 73353 members 
Mstep: Class 27 contains 157426 members 
Mstep: Class 28 contains 3760 members 
Mstep: Class 29 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87223008.000000 Penalty: 18953.031250
Iteration 41Q: 30 clusters Score -8.722301e+07 nChanged 35261
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 155716 members 
Mstep: Class 3 contains 124471 members 
Mstep: Class 4 contains 13661 members 
Mstep: Class 5 contains 16140 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 92882 members 
Mstep: Class 8 contains 35593 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 66174 members 
Mstep: Class 11 contains 104956 members 
Mstep: Class 12 contains 18683 members 
Mstep: Class 13 contains 157092 members 
Mstep: Class 14 contains 3612 members 
Mstep: Class 15 contains 5958 members 
Mstep: Class 16 contains 11699 members 
Mstep: Class 17 contains 1038 members 
Mstep: Class 18 contains 155298 members 
Mstep: Class 19 contains 16584 members 
Mstep: Class 20 contains 57863 members 
Mstep: Class 21 contains 103235 members 
Mstep: Class 22 contains 138267 members 
Mstep: Class 23 contains 97321 members 
Mstep: Class 24 contains 6900 members 
Mstep: Class 25 contains 87788 members 
Mstep: Class 26 contains 74891 members 
Mstep: Class 27 contains 157509 members 
Mstep: Class 28 contains 3980 members 
Mstep: Class 29 contains 1170 members 
Entering Unmasked Estep 
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Score: -87229888.000000 Penalty: 18953.031250
Iteration 42Q: 30 clusters Score -8.722989e+07 nChanged 31650
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 155037 members 
Mstep: Class 3 contains 121100 members 
Mstep: Class 4 contains 13135 members 
Mstep: Class 5 contains 16447 members 
Mstep: Class 6 contains 2720 members 
Mstep: Class 7 contains 92469 members 
Mstep: Class 8 contains 36838 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 68412 members 
Mstep: Class 11 contains 106142 members 
Mstep: Class 12 contains 18971 members 
Mstep: Class 13 contains 156074 members 
Mstep: Class 14 contains 3514 members 
Mstep: Class 15 contains 5650 members 
Mstep: Class 16 contains 11339 members 
Mstep: Class 17 contains 1230 members 
Mstep: Class 18 contains 153641 members 
Mstep: Class 19 contains 17433 members 
Mstep: Class 20 contains 59578 members 
Mstep: Class 21 contains 102204 members 
Mstep: Class 22 contains 138807 members 
Mstep: Class 23 contains 98045 members 
Mstep: Class 24 contains 7364 members 
Mstep: Class 25 contains 85431 members 
Mstep: Class 26 contains 76311 members 
Mstep: Class 27 contains 157578 members 
Mstep: Class 28 contains 4170 members 
Mstep: Class 29 contains 1204 members 
Entering Unmasked Estep 
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Iteration 43Q: 30 clusters Score -8.723586e+07 nChanged 29077
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 154478 members 
Mstep: Class 3 contains 117832 members 
Mstep: Class 4 contains 12728 members 
Mstep: Class 5 contains 16752 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 92326 members 
Mstep: Class 8 contains 37939 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 70881 members 
Mstep: Class 11 contains 107379 members 
Mstep: Class 12 contains 19199 members 
Mstep: Class 13 contains 155044 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 10995 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 151772 members 
Mstep: Class 19 contains 18155 members 
Mstep: Class 20 contains 61352 members 
Mstep: Class 21 contains 101250 members 
Mstep: Class 22 contains 138990 members 
Mstep: Class 23 contains 98555 members 
Mstep: Class 24 contains 7887 members 
Mstep: Class 25 contains 83379 members 
Mstep: Class 26 contains 77537 members 
Mstep: Class 27 contains 157585 members 
Mstep: Class 28 contains 4334 members 
Mstep: Class 29 contains 1226 members 
Entering Unmasked Estep 
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Iteration 44Q: 30 clusters Score -8.724078e+07 nChanged 27402
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 153963 members 
Mstep: Class 3 contains 114900 members 
Mstep: Class 4 contains 12430 members 
Mstep: Class 5 contains 17003 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 92400 members 
Mstep: Class 8 contains 38929 members 
Mstep: Class 9 contains 2149 members 
Mstep: Class 10 contains 73526 members 
Mstep: Class 11 contains 108589 members 
Mstep: Class 12 contains 19393 members 
Mstep: Class 13 contains 154060 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 5129 members 
Mstep: Class 16 contains 10681 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 149545 members 
Mstep: Class 19 contains 18765 members 
Mstep: Class 20 contains 63120 members 
Mstep: Class 21 contains 100272 members 
Mstep: Class 22 contains 138958 members 
Mstep: Class 23 contains 98930 members 
Mstep: Class 24 contains 8410 members 
Mstep: Class 25 contains 81610 members 
Mstep: Class 26 contains 78635 members 
Mstep: Class 27 contains 157578 members 
Mstep: Class 28 contains 4483 members 
Mstep: Class 29 contains 1238 members 
Entering Unmasked Estep 
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Iteration 45Q: 30 clusters Score -8.724542e+07 nChanged 26407
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 153500 members 
Mstep: Class 3 contains 112151 members 
Mstep: Class 4 contains 12224 members 
Mstep: Class 5 contains 17203 members 
Mstep: Class 6 contains 2879 members 
Mstep: Class 7 contains 92424 members 
Mstep: Class 8 contains 39842 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 76641 members 
Mstep: Class 11 contains 109755 members 
Mstep: Class 12 contains 19526 members 
Mstep: Class 13 contains 153160 members 
Mstep: Class 14 contains 3297 members 
Mstep: Class 15 contains 4899 members 
Mstep: Class 16 contains 10355 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 18 contains 147290 members 
Mstep: Class 19 contains 19247 members 
Mstep: Class 20 contains 64849 members 
Mstep: Class 21 contains 99333 members 
Mstep: Class 22 contains 138546 members 
Mstep: Class 23 contains 99214 members 
Mstep: Class 24 contains 8932 members 
Mstep: Class 25 contains 80126 members 
Mstep: Class 26 contains 79630 members 
Mstep: Class 27 contains 157402 members 
Mstep: Class 28 contains 4637 members 
Mstep: Class 29 contains 1240 members 
Entering Unmasked Estep 
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Iteration 46Q: 30 clusters Score -8.724949e+07 nChanged 26010
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 152938 members 
Mstep: Class 3 contains 109475 members 
Mstep: Class 4 contains 12036 members 
Mstep: Class 5 contains 17408 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 92398 members 
Mstep: Class 8 contains 40706 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 80665 members 
Mstep: Class 11 contains 110460 members 
Mstep: Class 12 contains 19614 members 
Mstep: Class 13 contains 152332 members 
Mstep: Class 14 contains 3246 members 
Mstep: Class 15 contains 4699 members 
Mstep: Class 16 contains 10018 members 
Mstep: Class 17 contains 1740 members 
Mstep: Class 18 contains 145064 members 
Mstep: Class 19 contains 19674 members 
Mstep: Class 20 contains 66600 members 
Mstep: Class 21 contains 98456 members 
Mstep: Class 22 contains 137788 members 
Mstep: Class 23 contains 99428 members 
Mstep: Class 24 contains 9437 members 
Mstep: Class 25 contains 78890 members 
Mstep: Class 26 contains 80413 members 
Mstep: Class 27 contains 157269 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 1260 members 
Entering Unmasked Estep 
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Iteration 47Q: 30 clusters Score -8.725462e+07 nChanged 25645
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 152327 members 
Mstep: Class 3 contains 106750 members 
Mstep: Class 4 contains 11884 members 
Mstep: Class 5 contains 17593 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 92231 members 
Mstep: Class 8 contains 41492 members 
Mstep: Class 9 contains 2518 members 
Mstep: Class 10 contains 85219 members 
Mstep: Class 11 contains 110932 members 
Mstep: Class 12 contains 19692 members 
Mstep: Class 13 contains 151632 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 4484 members 
Mstep: Class 16 contains 9660 members 
Mstep: Class 17 contains 1811 members 
Mstep: Class 18 contains 143076 members 
Mstep: Class 19 contains 19975 members 
Mstep: Class 20 contains 68460 members 
Mstep: Class 21 contains 97629 members 
Mstep: Class 22 contains 136803 members 
Mstep: Class 23 contains 99643 members 
Mstep: Class 24 contains 9915 members 
Mstep: Class 25 contains 77830 members 
Mstep: Class 26 contains 81137 members 
Mstep: Class 27 contains 157121 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 1267 members 
Entering Unmasked Estep 
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Iteration 48Q: 30 clusters Score -8.72589e+07 nChanged 26106
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 151715 members 
Mstep: Class 3 contains 103861 members 
Mstep: Class 4 contains 11650 members 
Mstep: Class 5 contains 17752 members 
Mstep: Class 6 contains 2941 members 
Mstep: Class 7 contains 91617 members 
Mstep: Class 8 contains 42234 members 
Mstep: Class 9 contains 2614 members 
Mstep: Class 10 contains 90826 members 
Mstep: Class 11 contains 111159 members 
Mstep: Class 12 contains 19712 members 
Mstep: Class 13 contains 151006 members 
Mstep: Class 14 contains 3128 members 
Mstep: Class 15 contains 4251 members 
Mstep: Class 16 contains 9296 members 
Mstep: Class 17 contains 1865 members 
Mstep: Class 18 contains 141121 members 
Mstep: Class 19 contains 20212 members 
Mstep: Class 20 contains 70455 members 
Mstep: Class 21 contains 96870 members 
Mstep: Class 22 contains 135445 members 
Mstep: Class 23 contains 99862 members 
Mstep: Class 24 contains 10363 members 
Mstep: Class 25 contains 76964 members 
Mstep: Class 26 contains 81763 members 
Mstep: Class 27 contains 157123 members 
Mstep: Class 28 contains 5032 members 
Mstep: Class 29 contains 1277 members 
Entering Unmasked Estep 
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Iteration 49Q: 30 clusters Score -8.7263e+07 nChanged 26734
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 150992 members 
Mstep: Class 3 contains 100733 members 
Mstep: Class 4 contains 11364 members 
Mstep: Class 5 contains 17894 members 
Mstep: Class 6 contains 2966 members 
Mstep: Class 7 contains 90813 members 
Mstep: Class 8 contains 42901 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 97367 members 
Mstep: Class 11 contains 110948 members 
Mstep: Class 12 contains 19726 members 
Mstep: Class 13 contains 150456 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 4028 members 
Mstep: Class 16 contains 8896 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 18 contains 139205 members 
Mstep: Class 19 contains 20385 members 
Mstep: Class 20 contains 72498 members 
Mstep: Class 21 contains 96121 members 
Mstep: Class 22 contains 133933 members 
Mstep: Class 23 contains 100043 members 
Mstep: Class 24 contains 10796 members 
Mstep: Class 25 contains 76322 members 
Mstep: Class 26 contains 82381 members 
Mstep: Class 27 contains 157184 members 
Mstep: Class 28 contains 5205 members 
Mstep: Class 29 contains 1291 members 
Entering Unmasked Estep 
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Iteration 50Q: 30 clusters Score -8.726713e+07 nChanged 27183
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 150296 members 
Mstep: Class 3 contains 97569 members 
Mstep: Class 4 contains 11071 members 
Mstep: Class 5 contains 17982 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 89634 members 
Mstep: Class 8 contains 43582 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 10 contains 104508 members 
Mstep: Class 11 contains 110518 members 
Mstep: Class 12 contains 19713 members 
Mstep: Class 13 contains 149898 members 
Mstep: Class 14 contains 3040 members 
Mstep: Class 15 contains 3842 members 
Mstep: Class 16 contains 8448 members 
Mstep: Class 17 contains 1940 members 
Mstep: Class 18 contains 137385 members 
Mstep: Class 19 contains 20575 members 
Mstep: Class 20 contains 74548 members 
Mstep: Class 21 contains 95405 members 
Mstep: Class 22 contains 132412 members 
Mstep: Class 23 contains 100215 members 
Mstep: Class 24 contains 11202 members 
Mstep: Class 25 contains 75788 members 
Mstep: Class 26 contains 82991 members 
Mstep: Class 27 contains 157195 members 
Mstep: Class 28 contains 5383 members 
Mstep: Class 29 contains 1304 members 
Entering Unmasked Estep 
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Iteration 51Q: 30 clusters Score -8.727155e+07 nChanged 27371
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 149629 members 
Mstep: Class 3 contains 94542 members 
Mstep: Class 4 contains 10755 members 
Mstep: Class 5 contains 18021 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 7 contains 88246 members 
Mstep: Class 8 contains 44234 members 
Mstep: Class 9 contains 2847 members 
Mstep: Class 10 contains 111895 members 
Mstep: Class 11 contains 109921 members 
Mstep: Class 12 contains 19684 members 
Mstep: Class 13 contains 149418 members 
Mstep: Class 14 contains 2978 members 
Mstep: Class 15 contains 3686 members 
Mstep: Class 16 contains 7975 members 
Mstep: Class 17 contains 1961 members 
Mstep: Class 18 contains 135671 members 
Mstep: Class 19 contains 20722 members 
Mstep: Class 20 contains 76760 members 
Mstep: Class 21 contains 94655 members 
Mstep: Class 22 contains 130848 members 
Mstep: Class 23 contains 100370 members 
Mstep: Class 24 contains 11570 members 
Mstep: Class 25 contains 75389 members 
Mstep: Class 26 contains 83434 members 
Mstep: Class 27 contains 157286 members 
Mstep: Class 28 contains 5590 members 
Mstep: Class 29 contains 1318 members 
Entering Unmasked Estep 
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Iteration 52Q: 30 clusters Score -8.727498e+07 nChanged 27020
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 149019 members 
Mstep: Class 3 contains 91846 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 18063 members 
Mstep: Class 6 contains 3028 members 
Mstep: Class 7 contains 86694 members 
Mstep: Class 8 contains 44878 members 
Mstep: Class 9 contains 2890 members 
Mstep: Class 10 contains 119059 members 
Mstep: Class 11 contains 109301 members 
Mstep: Class 12 contains 19587 members 
Mstep: Class 13 contains 148957 members 
Mstep: Class 14 contains 2951 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 1975 members 
Mstep: Class 18 contains 134076 members 
Mstep: Class 19 contains 20855 members 
Mstep: Class 20 contains 79034 members 
Mstep: Class 21 contains 94025 members 
Mstep: Class 22 contains 129211 members 
Mstep: Class 23 contains 100418 members 
Mstep: Class 24 contains 11892 members 
Mstep: Class 25 contains 75064 members 
Mstep: Class 26 contains 83839 members 
Mstep: Class 27 contains 157421 members 
Mstep: Class 28 contains 5820 members 
Mstep: Class 29 contains 1327 members 
Entering Unmasked Estep 
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Iteration 53Q: 30 clusters Score -8.727701e+07 nChanged 26399
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 148457 members 
Mstep: Class 3 contains 89586 members 
Mstep: Class 4 contains 10152 members 
Mstep: Class 5 contains 18053 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 7 contains 85159 members 
Mstep: Class 8 contains 45507 members 
Mstep: Class 9 contains 2915 members 
Mstep: Class 10 contains 125426 members 
Mstep: Class 11 contains 108802 members 
Mstep: Class 12 contains 19551 members 
Mstep: Class 13 contains 148508 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 132707 members 
Mstep: Class 19 contains 20878 members 
Mstep: Class 20 contains 81376 members 
Mstep: Class 21 contains 93397 members 
Mstep: Class 22 contains 127553 members 
Mstep: Class 23 contains 100450 members 
Mstep: Class 24 contains 12189 members 
Mstep: Class 25 contains 74878 members 
Mstep: Class 26 contains 84251 members 
Mstep: Class 27 contains 157452 members 
Mstep: Class 28 contains 6076 members 
Mstep: Class 29 contains 1331 members 
Entering Unmasked Estep 
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Iteration 54Q: 30 clusters Score -8.727943e+07 nChanged 25434
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 147937 members 
Mstep: Class 3 contains 87988 members 
Mstep: Class 4 contains 9882 members 
Mstep: Class 5 contains 18009 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 83670 members 
Mstep: Class 8 contains 46056 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 10 contains 130614 members 
Mstep: Class 11 contains 108597 members 
Mstep: Class 12 contains 19510 members 
Mstep: Class 13 contains 148042 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 3208 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 131355 members 
Mstep: Class 19 contains 20933 members 
Mstep: Class 20 contains 83859 members 
Mstep: Class 21 contains 92891 members 
Mstep: Class 22 contains 125947 members 
Mstep: Class 23 contains 100367 members 
Mstep: Class 24 contains 12437 members 
Mstep: Class 25 contains 74776 members 
Mstep: Class 26 contains 84670 members 
Mstep: Class 27 contains 157498 members 
Mstep: Class 28 contains 6346 members 
Mstep: Class 29 contains 1337 members 
Entering Unmasked Estep 
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Iteration 55Q: 30 clusters Score -8.728166e+07 nChanged 23914
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 147405 members 
Mstep: Class 3 contains 86979 members 
Mstep: Class 4 contains 9652 members 
Mstep: Class 5 contains 17951 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 82535 members 
Mstep: Class 8 contains 46615 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 134547 members 
Mstep: Class 11 contains 108590 members 
Mstep: Class 12 contains 19396 members 
Mstep: Class 13 contains 147594 members 
Mstep: Class 14 contains 2913 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 5811 members 
Mstep: Class 17 contains 2018 members 
Mstep: Class 18 contains 130105 members 
Mstep: Class 19 contains 20898 members 
Mstep: Class 20 contains 86350 members 
Mstep: Class 21 contains 92470 members 
Mstep: Class 22 contains 124387 members 
Mstep: Class 23 contains 100294 members 
Mstep: Class 24 contains 12674 members 
Mstep: Class 25 contains 74751 members 
Mstep: Class 26 contains 85035 members 
Mstep: Class 27 contains 157504 members 
Mstep: Class 28 contains 6658 members 
Mstep: Class 29 contains 1349 members 
Entering Unmasked Estep 
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Iteration 56Q: 30 clusters Score -8.728345e+07 nChanged 22549
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 146958 members 
Mstep: Class 3 contains 86430 members 
Mstep: Class 4 contains 9518 members 
Mstep: Class 5 contains 17868 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 81631 members 
Mstep: Class 8 contains 47137 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 137219 members 
Mstep: Class 11 contains 108716 members 
Mstep: Class 12 contains 19280 members 
Mstep: Class 13 contains 147067 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 2931 members 
Mstep: Class 16 contains 5256 members 
Mstep: Class 17 contains 2037 members 
Mstep: Class 18 contains 128902 members 
Mstep: Class 19 contains 20786 members 
Mstep: Class 20 contains 88938 members 
Mstep: Class 21 contains 92067 members 
Mstep: Class 22 contains 123017 members 
Mstep: Class 23 contains 100237 members 
Mstep: Class 24 contains 12910 members 
Mstep: Class 25 contains 74776 members 
Mstep: Class 26 contains 85395 members 
Mstep: Class 27 contains 157542 members 
Mstep: Class 28 contains 7006 members 
Mstep: Class 29 contains 1354 members 
Entering Unmasked Estep 
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Iteration 57Q: 30 clusters Score -8.728528e+07 nChanged 22006
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 146612 members 
Mstep: Class 3 contains 86122 members 
Mstep: Class 4 contains 9396 members 
Mstep: Class 5 contains 17795 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 80746 members 
Mstep: Class 8 contains 47632 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 139267 members 
Mstep: Class 11 contains 108700 members 
Mstep: Class 12 contains 19142 members 
Mstep: Class 13 contains 146572 members 
Mstep: Class 14 contains 2905 members 
Mstep: Class 15 contains 2801 members 
Mstep: Class 16 contains 4759 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 127752 members 
Mstep: Class 19 contains 20608 members 
Mstep: Class 20 contains 91646 members 
Mstep: Class 21 contains 91700 members 
Mstep: Class 22 contains 121786 members 
Mstep: Class 23 contains 100165 members 
Mstep: Class 24 contains 13090 members 
Mstep: Class 25 contains 74904 members 
Mstep: Class 26 contains 85739 members 
Mstep: Class 27 contains 157574 members 
Mstep: Class 28 contains 7383 members 
Mstep: Class 29 contains 1357 members 
Entering Unmasked Estep 
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Iteration 58Q: 30 clusters Score -8.728554e+07 nChanged 21243
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 146358 members 
Mstep: Class 3 contains 86060 members 
Mstep: Class 4 contains 9254 members 
Mstep: Class 5 contains 17726 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 80107 members 
Mstep: Class 8 contains 48137 members 
Mstep: Class 9 contains 2945 members 
Mstep: Class 10 contains 140458 members 
Mstep: Class 11 contains 108645 members 
Mstep: Class 12 contains 18992 members 
Mstep: Class 13 contains 146076 members 
Mstep: Class 14 contains 2884 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 4270 members 
Mstep: Class 17 contains 2048 members 
Mstep: Class 18 contains 126472 members 
Mstep: Class 19 contains 20354 members 
Mstep: Class 20 contains 94302 members 
Mstep: Class 21 contains 91341 members 
Mstep: Class 22 contains 120926 members 
Mstep: Class 23 contains 100103 members 
Mstep: Class 24 contains 13263 members 
Mstep: Class 25 contains 75110 members 
Mstep: Class 26 contains 86001 members 
Mstep: Class 27 contains 157723 members 
Mstep: Class 28 contains 7799 members 
Mstep: Class 29 contains 1360 members 
Entering Unmasked Estep 
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Iteration 59Q: 30 clusters Score -8.728695e+07 nChanged 20065
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 146138 members 
Mstep: Class 3 contains 86205 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 17646 members 
Mstep: Class 6 contains 3108 members 
Mstep: Class 7 contains 79662 members 
Mstep: Class 8 contains 48632 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 140937 members 
Mstep: Class 11 contains 108825 members 
Mstep: Class 12 contains 18833 members 
Mstep: Class 13 contains 145555 members 
Mstep: Class 14 contains 2878 members 
Mstep: Class 15 contains 2549 members 
Mstep: Class 16 contains 3788 members 
Mstep: Class 17 contains 2054 members 
Mstep: Class 18 contains 125097 members 
Mstep: Class 19 contains 20070 members 
Mstep: Class 20 contains 96906 members 
Mstep: Class 21 contains 91008 members 
Mstep: Class 22 contains 120217 members 
Mstep: Class 23 contains 100068 members 
Mstep: Class 24 contains 13397 members 
Mstep: Class 25 contains 75322 members 
Mstep: Class 26 contains 86296 members 
Mstep: Class 27 contains 157898 members 
Mstep: Class 28 contains 8235 members 
Mstep: Class 29 contains 1364 members 
Entering Unmasked Estep 
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Iteration 60F: 30 clusters Score -8.729524e+07 nChanged 27142
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 145745 members 
Mstep: Class 3 contains 84875 members 
Mstep: Class 4 contains 8847 members 
Mstep: Class 5 contains 17564 members 
Mstep: Class 6 contains 3113 members 
Mstep: Class 7 contains 78055 members 
Mstep: Class 8 contains 49154 members 
Mstep: Class 9 contains 3008 members 
Mstep: Class 10 contains 148204 members 
Mstep: Class 11 contains 106047 members 
Mstep: Class 12 contains 18709 members 
Mstep: Class 13 contains 144939 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 2441 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 123334 members 
Mstep: Class 19 contains 20135 members 
Mstep: Class 20 contains 99309 members 
Mstep: Class 21 contains 90561 members 
Mstep: Class 22 contains 118964 members 
Mstep: Class 23 contains 99969 members 
Mstep: Class 24 contains 13504 members 
Mstep: Class 25 contains 75406 members 
Mstep: Class 26 contains 86589 members 
Mstep: Class 27 contains 158077 members 
Mstep: Class 28 contains 8633 members 
Mstep: Class 29 contains 1404 members 
Entering Unmasked Estep 
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Iteration 61Q: 30 clusters Score -8.729582e+07 nChanged 29180
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 145425 members 
Mstep: Class 3 contains 83759 members 
Mstep: Class 4 contains 8504 members 
Mstep: Class 5 contains 17512 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 76415 members 
Mstep: Class 8 contains 49716 members 
Mstep: Class 9 contains 3027 members 
Mstep: Class 10 contains 155357 members 
Mstep: Class 11 contains 102646 members 
Mstep: Class 12 contains 18539 members 
Mstep: Class 13 contains 144290 members 
Mstep: Class 14 contains 2905 members 
Mstep: Class 15 contains 2365 members 
Mstep: Class 16 contains 2764 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 18 contains 121902 members 
Mstep: Class 19 contains 20133 members 
Mstep: Class 20 contains 101656 members 
Mstep: Class 21 contains 90266 members 
Mstep: Class 22 contains 117817 members 
Mstep: Class 23 contains 99761 members 
Mstep: Class 24 contains 13603 members 
Mstep: Class 25 contains 75562 members 
Mstep: Class 26 contains 86957 members 
Mstep: Class 27 contains 158334 members 
Mstep: Class 28 contains 9036 members 
Mstep: Class 29 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87296880.000000 Penalty: 18953.031250
Iteration 62Q: 30 clusters Score -8.729688e+07 nChanged 31095
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 145075 members 
Mstep: Class 3 contains 83577 members 
Mstep: Class 4 contains 7968 members 
Mstep: Class 5 contains 17532 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 74997 members 
Mstep: Class 8 contains 50316 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 163029 members 
Mstep: Class 11 contains 97726 members 
Mstep: Class 12 contains 18356 members 
Mstep: Class 13 contains 143590 members 
Mstep: Class 14 contains 2916 members 
Mstep: Class 15 contains 2285 members 
Mstep: Class 16 contains 2198 members 
Mstep: Class 17 contains 2321 members 
Mstep: Class 18 contains 121287 members 
Mstep: Class 19 contains 20206 members 
Mstep: Class 20 contains 104043 members 
Mstep: Class 21 contains 90063 members 
Mstep: Class 22 contains 115625 members 
Mstep: Class 23 contains 99510 members 
Mstep: Class 24 contains 13677 members 
Mstep: Class 25 contains 75831 members 
Mstep: Class 26 contains 87377 members 
Mstep: Class 27 contains 158694 members 
Mstep: Class 28 contains 9449 members 
Mstep: Class 29 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87297272.000000 Penalty: 18953.031250
Iteration 63Q: 30 clusters Score -8.729727e+07 nChanged 32699
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 144683 members 
Mstep: Class 3 contains 84463 members 
Mstep: Class 4 contains 7173 members 
Mstep: Class 5 contains 17588 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 74552 members 
Mstep: Class 8 contains 50986 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 170301 members 
Mstep: Class 11 contains 91977 members 
Mstep: Class 12 contains 18173 members 
Mstep: Class 13 contains 142802 members 
Mstep: Class 14 contains 2919 members 
Mstep: Class 15 contains 2225 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 121267 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 106274 members 
Mstep: Class 21 contains 89788 members 
Mstep: Class 22 contains 112358 members 
Mstep: Class 23 contains 99250 members 
Mstep: Class 24 contains 13758 members 
Mstep: Class 25 contains 76022 members 
Mstep: Class 26 contains 87879 members 
Mstep: Class 27 contains 159151 members 
Mstep: Class 28 contains 9917 members 
Mstep: Class 29 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87296384.000000 Penalty: 18953.031250
Iteration 64Q: 30 clusters Score -8.729638e+07 nChanged 33230
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 144233 members 
Mstep: Class 3 contains 86508 members 
Mstep: Class 4 contains 6330 members 
Mstep: Class 5 contains 17706 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 75362 members 
Mstep: Class 8 contains 51608 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 175791 members 
Mstep: Class 11 contains 86662 members 
Mstep: Class 12 contains 17963 members 
Mstep: Class 13 contains 142011 members 
Mstep: Class 14 contains 2908 members 
Mstep: Class 15 contains 2177 members 
Mstep: Class 16 contains 1185 members 
Mstep: Class 17 contains 2403 members 
Mstep: Class 18 contains 121599 members 
Mstep: Class 19 contains 20390 members 
Mstep: Class 20 contains 108354 members 
Mstep: Class 21 contains 89440 members 
Mstep: Class 22 contains 107882 members 
Mstep: Class 23 contains 99082 members 
Mstep: Class 24 contains 13822 members 
Mstep: Class 25 contains 76128 members 
Mstep: Class 26 contains 88422 members 
Mstep: Class 27 contains 159567 members 
Mstep: Class 28 contains 10390 members 
Mstep: Class 29 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87295912.000000 Penalty: 18953.031250
Iteration 65Q: 30 clusters Score -8.729591e+07 nChanged 32865
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 143726 members 
Mstep: Class 3 contains 89342 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 17720 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 77918 members 
Mstep: Class 8 contains 52252 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 178684 members 
Mstep: Class 11 contains 82554 members 
Mstep: Class 12 contains 17698 members 
Mstep: Class 13 contains 141233 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 847 members 
Mstep: Class 17 contains 2434 members 
Mstep: Class 18 contains 121770 members 
Mstep: Class 19 contains 20522 members 
Mstep: Class 20 contains 110168 members 
Mstep: Class 21 contains 89046 members 
Mstep: Class 22 contains 102631 members 
Mstep: Class 23 contains 99021 members 
Mstep: Class 24 contains 13875 members 
Mstep: Class 25 contains 76180 members 
Mstep: Class 26 contains 88943 members 
Mstep: Class 27 contains 160038 members 
Mstep: Class 28 contains 10848 members 
Mstep: Class 29 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 632.254333 but Gain 653.552734
Score: -87295760.000000 Penalty: 18299.478516
Iteration 66Q: 29 clusters Score -8.729576e+07 nChanged 31989
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 143293 members 
Mstep: Class 3 contains 92300 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 17637 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 82250 members 
Mstep: Class 8 contains 52928 members 
Mstep: Class 9 contains 2922 members 
Mstep: Class 10 contains 179297 members 
Mstep: Class 11 contains 80005 members 
Mstep: Class 12 contains 17415 members 
Mstep: Class 13 contains 140526 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 17 contains 2463 members 
Mstep: Class 18 contains 121440 members 
Mstep: Class 19 contains 20623 members 
Mstep: Class 20 contains 111828 members 
Mstep: Class 21 contains 88553 members 
Mstep: Class 22 contains 97404 members 
Mstep: Class 23 contains 99025 members 
Mstep: Class 24 contains 13907 members 
Mstep: Class 25 contains 76171 members 
Mstep: Class 26 contains 89395 members 
Mstep: Class 27 contains 160401 members 
Mstep: Class 28 contains 11336 members 
Mstep: Class 29 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87297440.000000 Penalty: 18299.478516
Iteration 67Q: 29 clusters Score -8.729744e+07 nChanged 29018
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 142791 members 
Mstep: Class 3 contains 94814 members 
Mstep: Class 4 contains 4533 members 
Mstep: Class 5 contains 17517 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 87209 members 
Mstep: Class 8 contains 53619 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 177813 members 
Mstep: Class 11 contains 78278 members 
Mstep: Class 12 contains 17134 members 
Mstep: Class 13 contains 139798 members 
Mstep: Class 14 contains 2895 members 
Mstep: Class 15 contains 2000 members 
Mstep: Class 17 contains 2490 members 
Mstep: Class 18 contains 120760 members 
Mstep: Class 19 contains 20744 members 
Mstep: Class 20 contains 113158 members 
Mstep: Class 21 contains 88037 members 
Mstep: Class 22 contains 92941 members 
Mstep: Class 23 contains 99067 members 
Mstep: Class 24 contains 13929 members 
Mstep: Class 25 contains 76193 members 
Mstep: Class 26 contains 89798 members 
Mstep: Class 27 contains 160824 members 
Mstep: Class 28 contains 11838 members 
Mstep: Class 29 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87300328.000000 Penalty: 18299.478516
Iteration 68Q: 29 clusters Score -8.730033e+07 nChanged 26328
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 142183 members 
Mstep: Class 3 contains 96288 members 
Mstep: Class 4 contains 4253 members 
Mstep: Class 5 contains 17391 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 92806 members 
Mstep: Class 8 contains 54316 members 
Mstep: Class 9 contains 2874 members 
Mstep: Class 10 contains 175163 members 
Mstep: Class 11 contains 77692 members 
Mstep: Class 12 contains 16834 members 
Mstep: Class 13 contains 139107 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 17 contains 2523 members 
Mstep: Class 18 contains 119725 members 
Mstep: Class 19 contains 20908 members 
Mstep: Class 20 contains 114358 members 
Mstep: Class 21 contains 87542 members 
Mstep: Class 22 contains 89445 members 
Mstep: Class 23 contains 99150 members 
Mstep: Class 24 contains 13937 members 
Mstep: Class 25 contains 76282 members 
Mstep: Class 26 contains 90108 members 
Mstep: Class 27 contains 161133 members 
Mstep: Class 28 contains 12310 members 
Mstep: Class 29 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87304064.000000 Penalty: 18299.478516
Iteration 69Q: 29 clusters Score -8.730406e+07 nChanged 24034
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 141559 members 
Mstep: Class 3 contains 96950 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 17331 members 
Mstep: Class 6 contains 3229 members 
Mstep: Class 7 contains 98631 members 
Mstep: Class 8 contains 54986 members 
Mstep: Class 9 contains 2843 members 
Mstep: Class 10 contains 172112 members 
Mstep: Class 11 contains 77636 members 
Mstep: Class 12 contains 16535 members 
Mstep: Class 13 contains 138420 members 
Mstep: Class 14 contains 2875 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 18 contains 118473 members 
Mstep: Class 19 contains 21057 members 
Mstep: Class 20 contains 115319 members 
Mstep: Class 21 contains 87057 members 
Mstep: Class 22 contains 86890 members 
Mstep: Class 23 contains 99245 members 
Mstep: Class 24 contains 13936 members 
Mstep: Class 25 contains 76379 members 
Mstep: Class 26 contains 90404 members 
Mstep: Class 27 contains 161392 members 
Mstep: Class 28 contains 12742 members 
Mstep: Class 29 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87307032.000000 Penalty: 18299.478516
Iteration 70Q: 29 clusters Score -8.730703e+07 nChanged 22064
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 140868 members 
Mstep: Class 3 contains 96996 members 
Mstep: Class 4 contains 3965 members 
Mstep: Class 5 contains 17331 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 104262 members 
Mstep: Class 8 contains 55643 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 169000 members 
Mstep: Class 11 contains 77864 members 
Mstep: Class 12 contains 16208 members 
Mstep: Class 13 contains 137725 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 18 contains 117112 members 
Mstep: Class 19 contains 21223 members 
Mstep: Class 20 contains 116193 members 
Mstep: Class 21 contains 86630 members 
Mstep: Class 22 contains 85013 members 
Mstep: Class 23 contains 99338 members 
Mstep: Class 24 contains 13933 members 
Mstep: Class 25 contains 76448 members 
Mstep: Class 26 contains 90693 members 
Mstep: Class 27 contains 161688 members 
Mstep: Class 28 contains 13157 members 
Mstep: Class 29 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87310840.000000 Penalty: 18299.478516
Iteration 71Q: 29 clusters Score -8.731084e+07 nChanged 20912
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 140110 members 
Mstep: Class 3 contains 96386 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 17291 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 109724 members 
Mstep: Class 8 contains 56298 members 
Mstep: Class 9 contains 2805 members 
Mstep: Class 10 contains 165947 members 
Mstep: Class 11 contains 78441 members 
Mstep: Class 12 contains 15836 members 
Mstep: Class 13 contains 137073 members 
Mstep: Class 14 contains 2869 members 
Mstep: Class 15 contains 1840 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 115539 members 
Mstep: Class 19 contains 21460 members 
Mstep: Class 20 contains 117016 members 
Mstep: Class 21 contains 86233 members 
Mstep: Class 22 contains 83869 members 
Mstep: Class 23 contains 99454 members 
Mstep: Class 24 contains 13915 members 
Mstep: Class 25 contains 76529 members 
Mstep: Class 26 contains 90978 members 
Mstep: Class 27 contains 161875 members 
Mstep: Class 28 contains 13574 members 
Mstep: Class 29 contains 1522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87315424.000000 Penalty: 18299.478516
Iteration 72Q: 29 clusters Score -8.731542e+07 nChanged 19606
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 139220 members 
Mstep: Class 3 contains 95371 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 17237 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 114636 members 
Mstep: Class 8 contains 56930 members 
Mstep: Class 9 contains 2791 members 
Mstep: Class 10 contains 163085 members 
Mstep: Class 11 contains 79211 members 
Mstep: Class 12 contains 15477 members 
Mstep: Class 13 contains 136466 members 
Mstep: Class 14 contains 2862 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 114061 members 
Mstep: Class 19 contains 21661 members 
Mstep: Class 20 contains 117765 members 
Mstep: Class 21 contains 85840 members 
Mstep: Class 22 contains 83271 members 
Mstep: Class 23 contains 99611 members 
Mstep: Class 24 contains 13884 members 
Mstep: Class 25 contains 76614 members 
Mstep: Class 26 contains 91254 members 
Mstep: Class 27 contains 162119 members 
Mstep: Class 28 contains 14019 members 
Mstep: Class 29 contains 1519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87319688.000000 Penalty: 18299.478516
Iteration 73Q: 29 clusters Score -8.731969e+07 nChanged 18699
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 138292 members 
Mstep: Class 3 contains 94169 members 
Mstep: Class 4 contains 3794 members 
Mstep: Class 5 contains 17174 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 119014 members 
Mstep: Class 8 contains 57510 members 
Mstep: Class 9 contains 2777 members 
Mstep: Class 10 contains 160349 members 
Mstep: Class 11 contains 80061 members 
Mstep: Class 12 contains 15157 members 
Mstep: Class 13 contains 135892 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 112781 members 
Mstep: Class 19 contains 21856 members 
Mstep: Class 20 contains 118377 members 
Mstep: Class 21 contains 85460 members 
Mstep: Class 22 contains 83167 members 
Mstep: Class 23 contains 99748 members 
Mstep: Class 24 contains 13841 members 
Mstep: Class 25 contains 76664 members 
Mstep: Class 26 contains 91575 members 
Mstep: Class 27 contains 162366 members 
Mstep: Class 28 contains 14492 members 
Mstep: Class 29 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87322912.000000 Penalty: 18299.478516
Iteration 74Q: 29 clusters Score -8.732291e+07 nChanged 17529
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 137302 members 
Mstep: Class 3 contains 92838 members 
Mstep: Class 4 contains 3757 members 
Mstep: Class 5 contains 17066 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 122628 members 
Mstep: Class 8 contains 58102 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 157853 members 
Mstep: Class 11 contains 80980 members 
Mstep: Class 12 contains 14832 members 
Mstep: Class 13 contains 135280 members 
Mstep: Class 14 contains 2852 members 
Mstep: Class 15 contains 1763 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 111764 members 
Mstep: Class 19 contains 22093 members 
Mstep: Class 20 contains 118900 members 
Mstep: Class 21 contains 85090 members 
Mstep: Class 22 contains 83422 members 
Mstep: Class 23 contains 99921 members 
Mstep: Class 24 contains 13793 members 
Mstep: Class 25 contains 76755 members 
Mstep: Class 26 contains 91940 members 
Mstep: Class 27 contains 162587 members 
Mstep: Class 28 contains 14985 members 
Mstep: Class 29 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87325656.000000 Penalty: 18299.478516
Iteration 75Q: 29 clusters Score -8.732566e+07 nChanged 16948
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 136233 members 
Mstep: Class 3 contains 91327 members 
Mstep: Class 4 contains 3748 members 
Mstep: Class 5 contains 16954 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 125657 members 
Mstep: Class 8 contains 58721 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 155453 members 
Mstep: Class 11 contains 82098 members 
Mstep: Class 12 contains 14534 members 
Mstep: Class 13 contains 134622 members 
Mstep: Class 14 contains 2854 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 110899 members 
Mstep: Class 19 contains 22303 members 
Mstep: Class 20 contains 119358 members 
Mstep: Class 21 contains 84730 members 
Mstep: Class 22 contains 84030 members 
Mstep: Class 23 contains 100079 members 
Mstep: Class 24 contains 13736 members 
Mstep: Class 25 contains 76748 members 
Mstep: Class 26 contains 92409 members 
Mstep: Class 27 contains 162902 members 
Mstep: Class 28 contains 15502 members 
Mstep: Class 29 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87327904.000000 Penalty: 18299.478516
Iteration 76Q: 29 clusters Score -8.73279e+07 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 135033 members 
Mstep: Class 3 contains 89804 members 
Mstep: Class 4 contains 3770 members 
Mstep: Class 5 contains 16840 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 128044 members 
Mstep: Class 8 contains 59377 members 
Mstep: Class 9 contains 2752 members 
Mstep: Class 10 contains 153337 members 
Mstep: Class 11 contains 83136 members 
Mstep: Class 12 contains 14246 members 
Mstep: Class 13 contains 133987 members 
Mstep: Class 14 contains 2855 members 
Mstep: Class 15 contains 1723 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 110205 members 
Mstep: Class 19 contains 22488 members 
Mstep: Class 20 contains 119837 members 
Mstep: Class 21 contains 84345 members 
Mstep: Class 22 contains 84968 members 
Mstep: Class 23 contains 100258 members 
Mstep: Class 24 contains 13667 members 
Mstep: Class 25 contains 76732 members 
Mstep: Class 26 contains 92887 members 
Mstep: Class 27 contains 163232 members 
Mstep: Class 28 contains 15999 members 
Mstep: Class 29 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87329896.000000 Penalty: 18299.478516
Iteration 77Q: 29 clusters Score -8.73299e+07 nChanged 16131
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 133818 members 
Mstep: Class 3 contains 88311 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 16752 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 129864 members 
Mstep: Class 8 contains 60032 members 
Mstep: Class 9 contains 2728 members 
Mstep: Class 10 contains 151503 members 
Mstep: Class 11 contains 84094 members 
Mstep: Class 12 contains 13988 members 
Mstep: Class 13 contains 133347 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 17 contains 2637 members 
Mstep: Class 18 contains 109649 members 
Mstep: Class 19 contains 22660 members 
Mstep: Class 20 contains 120242 members 
Mstep: Class 21 contains 83973 members 
Mstep: Class 22 contains 86108 members 
Mstep: Class 23 contains 100375 members 
Mstep: Class 24 contains 13596 members 
Mstep: Class 25 contains 76711 members 
Mstep: Class 26 contains 93397 members 
Mstep: Class 27 contains 163567 members 
Mstep: Class 28 contains 16525 members 
Mstep: Class 29 contains 1573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87331888.000000 Penalty: 18299.478516
Iteration 78Q: 29 clusters Score -8.733189e+07 nChanged 15496
Entering ConstructFrom: 
Score: -87331888.000000 Penalty: 18299.478516
Entering ConstructFrom: 
Trying to split cluster 1 (13294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Entering Unmasked Estep 
Score: -723472.312500 Penalty: 432.025604
	Iteration 0F: 2 clusters Score -723472.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -714617.562500 Penalty: 864.051208
	Iteration 0F: 3 clusters Score -714617.6 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -718287.437500 Penalty: 864.051208
	Iteration 1F: 3 clusters Score -718287.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -718668.937500 Penalty: 864.051208
	Iteration 2F: 3 clusters Score -718668.9 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -719101.812500 Penalty: 864.051208
	Iteration 3F: 3 clusters Score -719101.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -719671.437500 Penalty: 864.051208
	Iteration 4F: 3 clusters Score -719671.4 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -720389.062500 Penalty: 864.051208
	Iteration 5F: 3 clusters Score -720389.1 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -721101.250000 Penalty: 864.051208
	Iteration 6F: 3 clusters Score -721101.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -721490.125000 Penalty: 864.051208
	Iteration 7F: 3 clusters Score -721490.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -721630.250000 Penalty: 864.051208
	Iteration 8Q: 3 clusters Score -721630.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -721689.125000 Penalty: 864.051208
	Iteration 9Q: 3 clusters Score -721689.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -721714.625000 Penalty: 864.051208
	Iteration 10Q: 3 clusters Score -721714.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -721744.812500 Penalty: 864.051208
	Iteration 11Q: 3 clusters Score -721744.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -721773.875000 Penalty: 864.051208
	Iteration 12Q: 3 clusters Score -721773.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -721794.812500 Penalty: 864.051208
	Iteration 13Q: 3 clusters Score -721794.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -721819.750000 Penalty: 864.051208
	Iteration 14Q: 3 clusters Score -721819.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -721838.500000 Penalty: 864.051208
	Iteration 15Q: 3 clusters Score -721838.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -721853.625000 Penalty: 864.051208
	Iteration 16Q: 3 clusters Score -721853.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -721869.812500 Penalty: 864.051208
	Iteration 17Q: 3 clusters Score -721869.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -721881.125000 Penalty: 864.051208
	Iteration 18Q: 3 clusters Score -721881.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -721897.250000 Penalty: 864.051208
	Iteration 19Q: 3 clusters Score -721897.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -721915.500000 Penalty: 864.051208
	Iteration 20F: 3 clusters Score -721915.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -721936.625000 Penalty: 864.051208
	Iteration 21Q: 3 clusters Score -721936.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -721953.937500 Penalty: 864.051208
	Iteration 22Q: 3 clusters Score -721953.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -721966.562500 Penalty: 864.051208
	Iteration 23Q: 3 clusters Score -721966.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -721974.000000 Penalty: 864.051208
	Iteration 24Q: 3 clusters Score -721974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -721982.750000 Penalty: 864.051208
	Iteration 25Q: 3 clusters Score -721982.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -721994.750000 Penalty: 864.051208
	Iteration 26Q: 3 clusters Score -721994.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -721999.812500 Penalty: 864.051208
	Iteration 27Q: 3 clusters Score -721999.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -722006.125000 Penalty: 864.051208
	Iteration 28Q: 3 clusters Score -722006.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -722015.500000 Penalty: 864.051208
	Iteration 29Q: 3 clusters Score -722015.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -722021.937500 Penalty: 864.051208
	Iteration 30Q: 3 clusters Score -722021.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -722029.750000 Penalty: 864.051208
	Iteration 31Q: 3 clusters Score -722029.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -722037.187500 Penalty: 864.051208
	Iteration 32Q: 3 clusters Score -722037.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -722041.937500 Penalty: 864.051208
	Iteration 33Q: 3 clusters Score -722041.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -722052.437500 Penalty: 864.051208
	Iteration 34Q: 3 clusters Score -722052.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -722058.875000 Penalty: 864.051208
	Iteration 35Q: 3 clusters Score -722058.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -722067.187500 Penalty: 864.051208
	Iteration 36Q: 3 clusters Score -722067.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -722078.000000 Penalty: 864.051208
	Iteration 37Q: 3 clusters Score -722078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -722087.187500 Penalty: 864.051208
	Iteration 38Q: 3 clusters Score -722087.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -722091.625000 Penalty: 864.051208
	Iteration 39Q: 3 clusters Score -722091.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -722100.687500 Penalty: 864.051208
	Iteration 40F: 3 clusters Score -722100.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -722110.750000 Penalty: 864.051208
	Iteration 41Q: 3 clusters Score -722110.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -722123.562500 Penalty: 864.051208
	Iteration 42Q: 3 clusters Score -722123.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -722141.312500 Penalty: 864.051208
	Iteration 43Q: 3 clusters Score -722141.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -722158.937500 Penalty: 864.051208
	Iteration 44Q: 3 clusters Score -722158.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -722175.687500 Penalty: 864.051208
	Iteration 45Q: 3 clusters Score -722175.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -722196.562500 Penalty: 864.051208
	Iteration 46Q: 3 clusters Score -722196.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -722217.937500 Penalty: 864.051208
	Iteration 47Q: 3 clusters Score -722217.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -722242.187500 Penalty: 864.051208
	Iteration 48Q: 3 clusters Score -722242.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -722257.187500 Penalty: 864.051208
	Iteration 49Q: 3 clusters Score -722257.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -722269.187500 Penalty: 864.051208
	Iteration 50Q: 3 clusters Score -722269.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -722278.812500 Penalty: 864.051208
	Iteration 51Q: 3 clusters Score -722278.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -722293.062500 Penalty: 864.051208
	Iteration 52Q: 3 clusters Score -722293.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -722308.187500 Penalty: 864.051208
	Iteration 53Q: 3 clusters Score -722308.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -722331.687500 Penalty: 864.051208
	Iteration 54Q: 3 clusters Score -722331.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -722355.562500 Penalty: 864.051208
	Iteration 55Q: 3 clusters Score -722355.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -722377.812500 Penalty: 864.051208
	Iteration 56Q: 3 clusters Score -722377.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -722396.187500 Penalty: 864.051208
	Iteration 57Q: 3 clusters Score -722396.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -722415.562500 Penalty: 864.051208
	Iteration 58Q: 3 clusters Score -722415.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -722436.750000 Penalty: 864.051208
	Iteration 59Q: 3 clusters Score -722436.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -722460.125000 Penalty: 864.051208
	Iteration 60F: 3 clusters Score -722460.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -722490.750000 Penalty: 864.051208
	Iteration 61Q: 3 clusters Score -722490.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -722523.437500 Penalty: 864.051208
	Iteration 62Q: 3 clusters Score -722523.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -722548.937500 Penalty: 864.051208
	Iteration 63Q: 3 clusters Score -722548.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -722577.250000 Penalty: 864.051208
	Iteration 64Q: 3 clusters Score -722577.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -722602.375000 Penalty: 864.051208
	Iteration 65Q: 3 clusters Score -722602.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -722617.875000 Penalty: 864.051208
	Iteration 66Q: 3 clusters Score -722617.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -722635.000000 Penalty: 864.051208
	Iteration 67Q: 3 clusters Score -722635 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -722659.375000 Penalty: 864.051208
	Iteration 68Q: 3 clusters Score -722659.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -722673.937500 Penalty: 864.051208
	Iteration 69Q: 3 clusters Score -722673.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -722693.812500 Penalty: 864.051208
	Iteration 70Q: 3 clusters Score -722693.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -722715.875000 Penalty: 864.051208
	Iteration 71Q: 3 clusters Score -722715.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -722743.750000 Penalty: 864.051208
	Iteration 72Q: 3 clusters Score -722743.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -722771.187500 Penalty: 864.051208
	Iteration 73Q: 3 clusters Score -722771.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -722794.500000 Penalty: 864.051208
	Iteration 74Q: 3 clusters Score -722794.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -722820.187500 Penalty: 864.051208
	Iteration 75Q: 3 clusters Score -722820.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -722848.812500 Penalty: 864.051208
	Iteration 76Q: 3 clusters Score -722848.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -722883.000000 Penalty: 864.051208
	Iteration 77Q: 3 clusters Score -722883 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -722903.937500 Penalty: 864.051208
	Iteration 78Q: 3 clusters Score -722903.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -722916.562500 Penalty: 864.051208
	Iteration 79Q: 3 clusters Score -722916.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -722928.125000 Penalty: 864.051208
	Iteration 80F: 3 clusters Score -722928.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -722940.437500 Penalty: 864.051208
	Iteration 81Q: 3 clusters Score -722940.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -722947.062500 Penalty: 864.051208
	Iteration 82Q: 3 clusters Score -722947.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -722955.687500 Penalty: 864.051208
	Iteration 83Q: 3 clusters Score -722955.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -722968.312500 Penalty: 864.051208
	Iteration 84Q: 3 clusters Score -722968.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -722978.437500 Penalty: 864.051208
	Iteration 85Q: 3 clusters Score -722978.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -722987.875000 Penalty: 864.051208
	Iteration 86Q: 3 clusters Score -722987.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -722995.187500 Penalty: 864.051208
	Iteration 87Q: 3 clusters Score -722995.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -723007.500000 Penalty: 864.051208
	Iteration 88Q: 3 clusters Score -723007.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -723016.937500 Penalty: 864.051208
	Iteration 89Q: 3 clusters Score -723016.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -723026.750000 Penalty: 864.051208
	Iteration 90Q: 3 clusters Score -723026.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -723044.125000 Penalty: 864.051208
	Iteration 91Q: 3 clusters Score -723044.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -723056.125000 Penalty: 864.051208
	Iteration 92Q: 3 clusters Score -723056.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -723065.812500 Penalty: 864.051208
	Iteration 93Q: 3 clusters Score -723065.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -723069.937500 Penalty: 864.051208
	Iteration 94Q: 3 clusters Score -723069.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -723073.312500 Penalty: 864.051208
	Iteration 95Q: 3 clusters Score -723073.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -723077.187500 Penalty: 864.051208
	Iteration 96Q: 3 clusters Score -723077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -723080.875000 Penalty: 864.051208
	Iteration 97Q: 3 clusters Score -723080.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -723086.375000 Penalty: 864.051208
	Iteration 98Q: 3 clusters Score -723086.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -723096.312500 Penalty: 864.051208
	Iteration 99Q: 3 clusters Score -723096.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -723112.812500 Penalty: 864.051208
	Iteration 100F: 3 clusters Score -723112.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -723120.750000 Penalty: 864.051208
	Iteration 101Q: 3 clusters Score -723120.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -723124.875000 Penalty: 864.051208
	Iteration 102Q: 3 clusters Score -723124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -723128.125000 Penalty: 864.051208
	Iteration 103Q: 3 clusters Score -723128.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -723131.750000 Penalty: 864.051208
	Iteration 104Q: 3 clusters Score -723131.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -723133.250000 Penalty: 864.051208
	Iteration 105Q: 3 clusters Score -723133.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -723135.000000 Penalty: 864.051208
	Iteration 106Q: 3 clusters Score -723135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -723135.000000 Penalty: 864.051208
	Iteration 107Q: 3 clusters Score -723135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -723137.500000 Penalty: 864.051208
	Iteration 108Q: 3 clusters Score -723137.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -723140.312500 Penalty: 864.051208
	Iteration 109Q: 3 clusters Score -723140.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -723142.062500 Penalty: 864.051208
	Iteration 110Q: 3 clusters Score -723142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -723143.437500 Penalty: 864.051208
	Iteration 111Q: 3 clusters Score -723143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -723143.875000 Penalty: 864.051208
	Iteration 112Q: 3 clusters Score -723143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -723143.937500 Penalty: 864.051208
	Iteration 113Q: 3 clusters Score -723143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -723144.000000 Penalty: 864.051208
	Iteration 114Q: 3 clusters Score -723144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -723144.062500 Penalty: 864.051208
	Iteration 115Q: 3 clusters Score -723144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -723143.875000 Penalty: 864.051208
	Iteration 116Q: 3 clusters Score -723143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -723143.750000 Penalty: 864.051208
	Iteration 117Q: 3 clusters Score -723143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -723143.750000 Penalty: 864.051208
	Iteration 118F: 3 clusters Score -723143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (132633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132633 members 
Entering Unmasked Estep 
Score: -6948694.500000 Penalty: 536.688049
	Iteration 0F: 2 clusters Score -6948694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -6859249.000000 Penalty: 1073.376099
	Iteration 0F: 3 clusters Score -6859249 nChanged 64958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -6898678.500000 Penalty: 1073.376099
	Iteration 1F: 3 clusters Score -6898678 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -6901168.000000 Penalty: 1073.376099
	Iteration 2Q: 3 clusters Score -6901168 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 89112 members 
Entering Unmasked Estep 
Score: -6906326.500000 Penalty: 1073.376099
	Iteration 3F: 3 clusters Score -6906326 nChanged 11463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 100519 members 
Entering Unmasked Estep 
Score: -6915758.000000 Penalty: 1073.376099
	Iteration 4F: 3 clusters Score -6915758 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 113737 members 
Entering Unmasked Estep 
Score: -6929054.500000 Penalty: 1073.376099
	Iteration 5F: 3 clusters Score -6929054 nChanged 10289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 124020 members 
Entering Unmasked Estep 
Score: -6940609.500000 Penalty: 1073.376099
	Iteration 6F: 3 clusters Score -6940610 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 128963 members 
Entering Unmasked Estep 
Score: -6945821.000000 Penalty: 1073.376099
	Iteration 7Q: 3 clusters Score -6945821 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 130489 members 
Entering Unmasked Estep 
Score: -6947290.000000 Penalty: 1073.376099
	Iteration 8Q: 3 clusters Score -6947290 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 131132 members 
Entering Unmasked Estep 
Score: -6947819.500000 Penalty: 1073.376099
	Iteration 9Q: 3 clusters Score -6947820 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 131464 members 
Entering Unmasked Estep 
Score: -6948012.500000 Penalty: 1073.376099
	Iteration 10Q: 3 clusters Score -6948012 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 131677 members 
Entering Unmasked Estep 
Score: -6948116.500000 Penalty: 1073.376099
	Iteration 11Q: 3 clusters Score -6948116 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -6948168.500000 Penalty: 1073.376099
	Iteration 12Q: 3 clusters Score -6948168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 131908 members 
Entering Unmasked Estep 
Score: -6948209.000000 Penalty: 1073.376099
	Iteration 13Q: 3 clusters Score -6948209 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 131981 members 
Entering Unmasked Estep 
Score: -6948244.500000 Penalty: 1073.376099
	Iteration 14Q: 3 clusters Score -6948244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 132032 members 
Entering Unmasked Estep 
Score: -6948262.000000 Penalty: 1073.376099
	Iteration 15Q: 3 clusters Score -6948262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 132075 members 
Entering Unmasked Estep 
Score: -6948280.000000 Penalty: 1073.376099
	Iteration 16Q: 3 clusters Score -6948280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 132109 members 
Entering Unmasked Estep 
Score: -6948306.500000 Penalty: 1073.376099
	Iteration 17Q: 3 clusters Score -6948306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 132139 members 
Entering Unmasked Estep 
Score: -6948325.500000 Penalty: 1073.376099
	Iteration 18Q: 3 clusters Score -6948326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 132156 members 
Entering Unmasked Estep 
Score: -6948337.000000 Penalty: 1073.376099
	Iteration 19Q: 3 clusters Score -6948337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 132164 members 
Entering Unmasked Estep 
Score: -6948336.500000 Penalty: 1073.376099
	Iteration 20F: 3 clusters Score -6948336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 132172 members 
Entering Unmasked Estep 
Score: -6948340.500000 Penalty: 1073.376099
	Iteration 21Q: 3 clusters Score -6948340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 132179 members 
Entering Unmasked Estep 
Score: -6948346.500000 Penalty: 1073.376099
	Iteration 22Q: 3 clusters Score -6948346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 132192 members 
Entering Unmasked Estep 
Score: -6948356.500000 Penalty: 1073.376099
	Iteration 23Q: 3 clusters Score -6948356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 132199 members 
Entering Unmasked Estep 
Score: -6948354.500000 Penalty: 1073.376099
	Iteration 24Q: 3 clusters Score -6948354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 132203 members 
Entering Unmasked Estep 
Score: -6948365.500000 Penalty: 1073.376099
	Iteration 25Q: 3 clusters Score -6948366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 132209 members 
Entering Unmasked Estep 
Score: -6948371.000000 Penalty: 1073.376099
	Iteration 26Q: 3 clusters Score -6948371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 132210 members 
Entering Unmasked Estep 
Score: -6948376.000000 Penalty: 1073.376099
	Iteration 27Q: 3 clusters Score -6948376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 132213 members 
Entering Unmasked Estep 
Score: -6948373.500000 Penalty: 1073.376099
	Iteration 28Q: 3 clusters Score -6948374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 132216 members 
Entering Unmasked Estep 
Score: -6948373.000000 Penalty: 1073.376099
	Iteration 29Q: 3 clusters Score -6948373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 132218 members 
Entering Unmasked Estep 
Score: -6948372.500000 Penalty: 1073.376099
	Iteration 30Q: 3 clusters Score -6948372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 132222 members 
Entering Unmasked Estep 
Score: -6948380.500000 Penalty: 1073.376099
	Iteration 31Q: 3 clusters Score -6948380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 132226 members 
Entering Unmasked Estep 
Score: -6948381.000000 Penalty: 1073.376099
	Iteration 32Q: 3 clusters Score -6948381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 132230 members 
Entering Unmasked Estep 
Score: -6948384.000000 Penalty: 1073.376099
	Iteration 33Q: 3 clusters Score -6948384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 132238 members 
Entering Unmasked Estep 
Score: -6948384.000000 Penalty: 1073.376099
	Iteration 34Q: 3 clusters Score -6948384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 132239 members 
Entering Unmasked Estep 
Score: -6948386.000000 Penalty: 1073.376099
	Iteration 35Q: 3 clusters Score -6948386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 132239 members 
Entering Unmasked Estep 
Score: -6948388.000000 Penalty: 1073.376099
	Iteration 36Q: 3 clusters Score -6948388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 132241 members 
Entering Unmasked Estep 
Score: -6948386.500000 Penalty: 1073.376099
	Iteration 37Q: 3 clusters Score -6948386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 132242 members 
Entering Unmasked Estep 
Score: -6948388.000000 Penalty: 1073.376099
	Iteration 38Q: 3 clusters Score -6948388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 132243 members 
Entering Unmasked Estep 
Score: -6948386.000000 Penalty: 1073.376099
	Iteration 39Q: 3 clusters Score -6948386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 132245 members 
Entering Unmasked Estep 
Score: -6948387.000000 Penalty: 1073.376099
	Iteration 40F: 3 clusters Score -6948387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 132248 members 
Entering Unmasked Estep 
Score: -6948386.500000 Penalty: 1073.376099
	Iteration 41Q: 3 clusters Score -6948386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 132249 members 
Entering Unmasked Estep 
Score: -6948388.500000 Penalty: 1073.376099
	Iteration 42Q: 3 clusters Score -6948388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 132250 members 
Entering Unmasked Estep 
Score: -6948389.500000 Penalty: 1073.376099
	Iteration 43Q: 3 clusters Score -6948390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 132251 members 
Entering Unmasked Estep 
Score: -6948386.500000 Penalty: 1073.376099
	Iteration 44Q: 3 clusters Score -6948386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 132252 members 
Entering Unmasked Estep 
Score: -6948385.500000 Penalty: 1073.376099
	Iteration 45Q: 3 clusters Score -6948386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 132252 members 
Entering Unmasked Estep 
Score: -6948385.500000 Penalty: 1073.376099
	Iteration 46F: 3 clusters Score -6948386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86820 members 
Entering Unmasked Estep 
Score: -4808341.500000 Penalty: 517.407471
	Iteration 0F: 2 clusters Score -4808342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -4751153.500000 Penalty: 1034.814941
	Iteration 0F: 3 clusters Score -4751154 nChanged 42129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -4776626.000000 Penalty: 1034.814941
	Iteration 1F: 3 clusters Score -4776626 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -4777423.500000 Penalty: 1034.814941
	Iteration 2Q: 3 clusters Score -4777424 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -4778474.000000 Penalty: 1034.814941
	Iteration 3Q: 3 clusters Score -4778474 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -4779965.500000 Penalty: 1034.814941
	Iteration 4Q: 3 clusters Score -4779966 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -4782089.000000 Penalty: 1034.814941
	Iteration 5Q: 3 clusters Score -4782089 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -4785308.000000 Penalty: 1034.814941
	Iteration 6F: 3 clusters Score -4785308 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -4790243.500000 Penalty: 1034.814941
	Iteration 7F: 3 clusters Score -4790244 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -4796614.000000 Penalty: 1034.814941
	Iteration 8F: 3 clusters Score -4796614 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -4801082.500000 Penalty: 1034.814941
	Iteration 9F: 3 clusters Score -4801082 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -4802461.500000 Penalty: 1034.814941
	Iteration 10Q: 3 clusters Score -4802462 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -4802880.500000 Penalty: 1034.814941
	Iteration 11Q: 3 clusters Score -4802880 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -4803122.000000 Penalty: 1034.814941
	Iteration 12Q: 3 clusters Score -4803122 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -4803300.000000 Penalty: 1034.814941
	Iteration 13Q: 3 clusters Score -4803300 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -4803474.500000 Penalty: 1034.814941
	Iteration 14Q: 3 clusters Score -4803474 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -4803554.000000 Penalty: 1034.814941
	Iteration 15Q: 3 clusters Score -4803554 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -4803640.500000 Penalty: 1034.814941
	Iteration 16Q: 3 clusters Score -4803640 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -4803724.000000 Penalty: 1034.814941
	Iteration 17Q: 3 clusters Score -4803724 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -4803810.500000 Penalty: 1034.814941
	Iteration 18Q: 3 clusters Score -4803810 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -4803889.000000 Penalty: 1034.814941
	Iteration 19Q: 3 clusters Score -4803889 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -4803954.500000 Penalty: 1034.814941
	Iteration 20F: 3 clusters Score -4803954 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -4804001.500000 Penalty: 1034.814941
	Iteration 21Q: 3 clusters Score -4804002 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -4804066.500000 Penalty: 1034.814941
	Iteration 22Q: 3 clusters Score -4804066 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -4804125.500000 Penalty: 1034.814941
	Iteration 23Q: 3 clusters Score -4804126 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -4804200.500000 Penalty: 1034.814941
	Iteration 24Q: 3 clusters Score -4804200 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -4804242.000000 Penalty: 1034.814941
	Iteration 25Q: 3 clusters Score -4804242 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -4804264.500000 Penalty: 1034.814941
	Iteration 26Q: 3 clusters Score -4804264 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -4804306.500000 Penalty: 1034.814941
	Iteration 27Q: 3 clusters Score -4804306 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -4804408.000000 Penalty: 1034.814941
	Iteration 28Q: 3 clusters Score -4804408 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -4804453.500000 Penalty: 1034.814941
	Iteration 29Q: 3 clusters Score -4804454 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -4804537.500000 Penalty: 1034.814941
	Iteration 30Q: 3 clusters Score -4804538 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 60702 members 
Entering Unmasked Estep 
Score: -4804597.000000 Penalty: 1034.814941
	Iteration 31Q: 3 clusters Score -4804597 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -4804675.000000 Penalty: 1034.814941
	Iteration 32Q: 3 clusters Score -4804675 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -4804782.000000 Penalty: 1034.814941
	Iteration 33Q: 3 clusters Score -4804782 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 62509 members 
Entering Unmasked Estep 
Score: -4804841.000000 Penalty: 1034.814941
	Iteration 34Q: 3 clusters Score -4804841 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -4804907.000000 Penalty: 1034.814941
	Iteration 35Q: 3 clusters Score -4804907 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -4805003.500000 Penalty: 1034.814941
	Iteration 36Q: 3 clusters Score -4805004 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -4805095.000000 Penalty: 1034.814941
	Iteration 37Q: 3 clusters Score -4805095 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -4805205.500000 Penalty: 1034.814941
	Iteration 38Q: 3 clusters Score -4805206 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -4805302.500000 Penalty: 1034.814941
	Iteration 39Q: 3 clusters Score -4805302 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -4805400.000000 Penalty: 1034.814941
	Iteration 40F: 3 clusters Score -4805400 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -4805485.000000 Penalty: 1034.814941
	Iteration 41Q: 3 clusters Score -4805485 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -4805575.500000 Penalty: 1034.814941
	Iteration 42Q: 3 clusters Score -4805576 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -4805655.500000 Penalty: 1034.814941
	Iteration 43Q: 3 clusters Score -4805656 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 68958 members 
Entering Unmasked Estep 
Score: -4805759.500000 Penalty: 1034.814941
	Iteration 44Q: 3 clusters Score -4805760 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -4805844.000000 Penalty: 1034.814941
	Iteration 45Q: 3 clusters Score -4805844 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 70343 members 
Entering Unmasked Estep 
Score: -4805950.500000 Penalty: 1034.814941
	Iteration 46Q: 3 clusters Score -4805950 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -4806082.000000 Penalty: 1034.814941
	Iteration 47Q: 3 clusters Score -4806082 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -4806227.000000 Penalty: 1034.814941
	Iteration 48Q: 3 clusters Score -4806227 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -4806366.000000 Penalty: 1034.814941
	Iteration 49Q: 3 clusters Score -4806366 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -4806442.500000 Penalty: 1034.814941
	Iteration 50Q: 3 clusters Score -4806442 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -4806537.500000 Penalty: 1034.814941
	Iteration 51Q: 3 clusters Score -4806538 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -4806645.500000 Penalty: 1034.814941
	Iteration 52Q: 3 clusters Score -4806646 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -4806810.000000 Penalty: 1034.814941
	Iteration 53Q: 3 clusters Score -4806810 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 76451 members 
Entering Unmasked Estep 
Score: -4806935.000000 Penalty: 1034.814941
	Iteration 54Q: 3 clusters Score -4806935 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -4807048.000000 Penalty: 1034.814941
	Iteration 55Q: 3 clusters Score -4807048 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -4807172.000000 Penalty: 1034.814941
	Iteration 56Q: 3 clusters Score -4807172 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -4807296.000000 Penalty: 1034.814941
	Iteration 57Q: 3 clusters Score -4807296 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -4807390.500000 Penalty: 1034.814941
	Iteration 58Q: 3 clusters Score -4807390 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -4807479.000000 Penalty: 1034.814941
	Iteration 59Q: 3 clusters Score -4807479 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -4807518.000000 Penalty: 1034.814941
	Iteration 60F: 3 clusters Score -4807518 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -4807578.500000 Penalty: 1034.814941
	Iteration 61Q: 3 clusters Score -4807578 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -4807612.500000 Penalty: 1034.814941
	Iteration 62Q: 3 clusters Score -4807612 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -4807688.000000 Penalty: 1034.814941
	Iteration 63Q: 3 clusters Score -4807688 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 81582 members 
Entering Unmasked Estep 
Score: -4807733.000000 Penalty: 1034.814941
	Iteration 64Q: 3 clusters Score -4807733 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 81883 members 
Entering Unmasked Estep 
Score: -4807794.000000 Penalty: 1034.814941
	Iteration 65Q: 3 clusters Score -4807794 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -4807830.000000 Penalty: 1034.814941
	Iteration 66Q: 3 clusters Score -4807830 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -4807836.500000 Penalty: 1034.814941
	Iteration 67Q: 3 clusters Score -4807836 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -4807850.500000 Penalty: 1034.814941
	Iteration 68Q: 3 clusters Score -4807850 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -4807892.000000 Penalty: 1034.814941
	Iteration 69Q: 3 clusters Score -4807892 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 83161 members 
Entering Unmasked Estep 
Score: -4807898.500000 Penalty: 1034.814941
	Iteration 70Q: 3 clusters Score -4807898 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 83346 members 
Entering Unmasked Estep 
Score: -4807926.500000 Penalty: 1034.814941
	Iteration 71Q: 3 clusters Score -4807926 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 83532 members 
Entering Unmasked Estep 
Score: -4807954.000000 Penalty: 1034.814941
	Iteration 72Q: 3 clusters Score -4807954 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -4807964.000000 Penalty: 1034.814941
	Iteration 73Q: 3 clusters Score -4807964 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -4807989.000000 Penalty: 1034.814941
	Iteration 74Q: 3 clusters Score -4807989 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -4808014.500000 Penalty: 1034.814941
	Iteration 75Q: 3 clusters Score -4808014 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 84170 members 
Entering Unmasked Estep 
Score: -4808026.000000 Penalty: 1034.814941
	Iteration 76Q: 3 clusters Score -4808026 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -4808049.500000 Penalty: 1034.814941
	Iteration 77Q: 3 clusters Score -4808050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -4808062.500000 Penalty: 1034.814941
	Iteration 78Q: 3 clusters Score -4808062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -4808081.500000 Penalty: 1034.814941
	Iteration 79Q: 3 clusters Score -4808082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -4808088.500000 Penalty: 1034.814941
	Iteration 80F: 3 clusters Score -4808088 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -4808104.500000 Penalty: 1034.814941
	Iteration 81Q: 3 clusters Score -4808104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -4808106.500000 Penalty: 1034.814941
	Iteration 82Q: 3 clusters Score -4808106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 84919 members 
Entering Unmasked Estep 
Score: -4808102.500000 Penalty: 1034.814941
	Iteration 83Q: 3 clusters Score -4808102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 84976 members 
Entering Unmasked Estep 
Score: -4808105.500000 Penalty: 1034.814941
	Iteration 84Q: 3 clusters Score -4808106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -4808102.500000 Penalty: 1034.814941
	Iteration 85Q: 3 clusters Score -4808102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -4808108.000000 Penalty: 1034.814941
	Iteration 86Q: 3 clusters Score -4808108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -4808098.500000 Penalty: 1034.814941
	Iteration 87Q: 3 clusters Score -4808098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -4808100.000000 Penalty: 1034.814941
	Iteration 88Q: 3 clusters Score -4808100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 85155 members 
Entering Unmasked Estep 
Score: -4808093.500000 Penalty: 1034.814941
	Iteration 89Q: 3 clusters Score -4808094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -4808097.500000 Penalty: 1034.814941
	Iteration 90Q: 3 clusters Score -4808098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -4808091.500000 Penalty: 1034.814941
	Iteration 91Q: 3 clusters Score -4808092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -4808094.500000 Penalty: 1034.814941
	Iteration 92Q: 3 clusters Score -4808094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 85252 members 
Entering Unmasked Estep 
Score: -4808100.000000 Penalty: 1034.814941
	Iteration 93Q: 3 clusters Score -4808100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -4808098.000000 Penalty: 1034.814941
	Iteration 94Q: 3 clusters Score -4808098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 85309 members 
Entering Unmasked Estep 
Score: -4808096.500000 Penalty: 1034.814941
	Iteration 95Q: 3 clusters Score -4808096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -4808097.000000 Penalty: 1034.814941
	Iteration 96Q: 3 clusters Score -4808097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -4808098.500000 Penalty: 1034.814941
	Iteration 97Q: 3 clusters Score -4808098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 85375 members 
Entering Unmasked Estep 
Score: -4808102.000000 Penalty: 1034.814941
	Iteration 98Q: 3 clusters Score -4808102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -4808106.000000 Penalty: 1034.814941
	Iteration 99Q: 3 clusters Score -4808106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -4808106.500000 Penalty: 1034.814941
	Iteration 100F: 3 clusters Score -4808106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -4808105.000000 Penalty: 1034.814941
	Iteration 101Q: 3 clusters Score -4808105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 85429 members 
Entering Unmasked Estep 
Score: -4808101.000000 Penalty: 1034.814941
	Iteration 102Q: 3 clusters Score -4808101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -4808105.500000 Penalty: 1034.814941
	Iteration 103Q: 3 clusters Score -4808106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -4808112.000000 Penalty: 1034.814941
	Iteration 104Q: 3 clusters Score -4808112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -4808117.500000 Penalty: 1034.814941
	Iteration 105Q: 3 clusters Score -4808118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 85476 members 
Entering Unmasked Estep 
Score: -4808111.000000 Penalty: 1034.814941
	Iteration 106Q: 3 clusters Score -4808111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 85489 members 
Entering Unmasked Estep 
Score: -4808117.500000 Penalty: 1034.814941
	Iteration 107Q: 3 clusters Score -4808118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -4808116.500000 Penalty: 1034.814941
	Iteration 108Q: 3 clusters Score -4808116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -4808122.000000 Penalty: 1034.814941
	Iteration 109Q: 3 clusters Score -4808122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 85510 members 
Entering Unmasked Estep 
Score: -4808117.000000 Penalty: 1034.814941
	Iteration 110Q: 3 clusters Score -4808117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -4808123.500000 Penalty: 1034.814941
	Iteration 111Q: 3 clusters Score -4808124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -4808123.000000 Penalty: 1034.814941
	Iteration 112Q: 3 clusters Score -4808123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -4808128.500000 Penalty: 1034.814941
	Iteration 113Q: 3 clusters Score -4808128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -4808125.500000 Penalty: 1034.814941
	Iteration 114Q: 3 clusters Score -4808126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -4808121.000000 Penalty: 1034.814941
	Iteration 115Q: 3 clusters Score -4808121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -4808126.500000 Penalty: 1034.814941
	Iteration 116Q: 3 clusters Score -4808126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 85564 members 
Entering Unmasked Estep 
Score: -4808122.500000 Penalty: 1034.814941
	Iteration 117Q: 3 clusters Score -4808122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -4808128.000000 Penalty: 1034.814941
	Iteration 118Q: 3 clusters Score -4808128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 85573 members 
Entering Unmasked Estep 
Score: -4808129.500000 Penalty: 1034.814941
	Iteration 119Q: 3 clusters Score -4808130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -4808131.000000 Penalty: 1034.814941
	Iteration 120F: 3 clusters Score -4808131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Entering Unmasked Estep 
Score: -227379.359375 Penalty: 376.308899
	Iteration 0F: 2 clusters Score -227379.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -224677.359375 Penalty: 752.617798
	Iteration 0F: 3 clusters Score -224677.4 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -225611.843750 Penalty: 752.617798
	Iteration 1F: 3 clusters Score -225611.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -225699.500000 Penalty: 752.617798
	Iteration 2F: 3 clusters Score -225699.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -225794.375000 Penalty: 752.617798
	Iteration 3F: 3 clusters Score -225794.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -225907.437500 Penalty: 752.617798
	Iteration 4F: 3 clusters Score -225907.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -226052.093750 Penalty: 752.617798
	Iteration 5F: 3 clusters Score -226052.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -226230.343750 Penalty: 752.617798
	Iteration 6F: 3 clusters Score -226230.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -226419.468750 Penalty: 752.617798
	Iteration 7F: 3 clusters Score -226419.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -226594.218750 Penalty: 752.617798
	Iteration 8F: 3 clusters Score -226594.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -226730.062500 Penalty: 752.617798
	Iteration 9Q: 3 clusters Score -226730.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -226826.531250 Penalty: 752.617798
	Iteration 10Q: 3 clusters Score -226826.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -226871.468750 Penalty: 752.617798
	Iteration 11Q: 3 clusters Score -226871.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -226906.125000 Penalty: 752.617798
	Iteration 12Q: 3 clusters Score -226906.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -226929.312500 Penalty: 752.617798
	Iteration 13Q: 3 clusters Score -226929.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -226948.281250 Penalty: 752.617798
	Iteration 14Q: 3 clusters Score -226948.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -226965.484375 Penalty: 752.617798
	Iteration 15Q: 3 clusters Score -226965.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -226974.140625 Penalty: 752.617798
	Iteration 16Q: 3 clusters Score -226974.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -226985.421875 Penalty: 752.617798
	Iteration 17Q: 3 clusters Score -226985.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -227001.171875 Penalty: 752.617798
	Iteration 18Q: 3 clusters Score -227001.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -227013.437500 Penalty: 752.617798
	Iteration 19Q: 3 clusters Score -227013.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -227026.031250 Penalty: 752.617798
	Iteration 20F: 3 clusters Score -227026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -227031.296875 Penalty: 752.617798
	Iteration 21Q: 3 clusters Score -227031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -227038.328125 Penalty: 752.617798
	Iteration 22Q: 3 clusters Score -227038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -227038.359375 Penalty: 752.617798
	Iteration 23Q: 3 clusters Score -227038.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -227039.859375 Penalty: 752.617798
	Iteration 24Q: 3 clusters Score -227039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -227040.906250 Penalty: 752.617798
	Iteration 25Q: 3 clusters Score -227040.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -227043.171875 Penalty: 752.617798
	Iteration 26Q: 3 clusters Score -227043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -227044.593750 Penalty: 752.617798
	Iteration 27Q: 3 clusters Score -227044.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -227044.593750 Penalty: 752.617798
	Iteration 28F: 3 clusters Score -227044.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Entering Unmasked Estep 
Score: -896229.625000 Penalty: 442.575287
	Iteration 0F: 2 clusters Score -896229.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -885061.500000 Penalty: 885.150574
	Iteration 0F: 3 clusters Score -885061.5 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -889797.437500 Penalty: 885.150574
	Iteration 1F: 3 clusters Score -889797.4 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -890422.062500 Penalty: 885.150574
	Iteration 2F: 3 clusters Score -890422.1 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -891705.375000 Penalty: 885.150574
	Iteration 3F: 3 clusters Score -891705.4 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -893425.250000 Penalty: 885.150574
	Iteration 4F: 3 clusters Score -893425.2 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -894958.750000 Penalty: 885.150574
	Iteration 5F: 3 clusters Score -894958.8 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -895859.687500 Penalty: 885.150574
	Iteration 6F: 3 clusters Score -895859.7 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -896238.937500 Penalty: 885.150574
	Iteration 7Q: 3 clusters Score -896238.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -896422.625000 Penalty: 885.150574
	Iteration 8Q: 3 clusters Score -896422.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -896534.750000 Penalty: 885.150574
	Iteration 9Q: 3 clusters Score -896534.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -896641.812500 Penalty: 885.150574
	Iteration 10Q: 3 clusters Score -896641.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -896740.375000 Penalty: 885.150574
	Iteration 11Q: 3 clusters Score -896740.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -896821.687500 Penalty: 885.150574
	Iteration 12Q: 3 clusters Score -896821.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -896879.500000 Penalty: 885.150574
	Iteration 13Q: 3 clusters Score -896879.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -896912.000000 Penalty: 885.150574
	Iteration 14Q: 3 clusters Score -896912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -896930.812500 Penalty: 885.150574
	Iteration 15Q: 3 clusters Score -896930.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -896940.750000 Penalty: 885.150574
	Iteration 16Q: 3 clusters Score -896940.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -896945.687500 Penalty: 885.150574
	Iteration 17Q: 3 clusters Score -896945.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -896946.500000 Penalty: 885.150574
	Iteration 18Q: 3 clusters Score -896946.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -896947.812500 Penalty: 885.150574
	Iteration 19Q: 3 clusters Score -896947.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -896947.687500 Penalty: 885.150574
	Iteration 20F: 3 clusters Score -896947.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -896950.687500 Penalty: 885.150574
	Iteration 21Q: 3 clusters Score -896950.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -896950.000000 Penalty: 885.150574
	Iteration 22Q: 3 clusters Score -896950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -896949.562500 Penalty: 885.150574
	Iteration 23Q: 3 clusters Score -896949.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -896951.187500 Penalty: 885.150574
	Iteration 24Q: 3 clusters Score -896951.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -896953.062500 Penalty: 885.150574
	Iteration 25Q: 3 clusters Score -896953.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -896953.062500 Penalty: 885.150574
	Iteration 26Q: 3 clusters Score -896953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -896949.937500 Penalty: 885.150574
	Iteration 27Q: 3 clusters Score -896949.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -896951.000000 Penalty: 885.150574
	Iteration 28Q: 3 clusters Score -896951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -896951.562500 Penalty: 885.150574
	Iteration 29Q: 3 clusters Score -896951.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -896951.500000 Penalty: 885.150574
	Iteration 30Q: 3 clusters Score -896951.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -896953.437500 Penalty: 885.150574
	Iteration 31Q: 3 clusters Score -896953.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -896953.562500 Penalty: 885.150574
	Iteration 32Q: 3 clusters Score -896953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -896954.062500 Penalty: 885.150574
	Iteration 33Q: 3 clusters Score -896954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -896953.937500 Penalty: 885.150574
	Iteration 34Q: 3 clusters Score -896953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -896954.625000 Penalty: 885.150574
	Iteration 35Q: 3 clusters Score -896954.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -896954.625000 Penalty: 885.150574
	Iteration 36Q: 3 clusters Score -896954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -896956.312500 Penalty: 885.150574
	Iteration 37Q: 3 clusters Score -896956.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -896955.437500 Penalty: 885.150574
	Iteration 38Q: 3 clusters Score -896955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -896956.062500 Penalty: 885.150574
	Iteration 39Q: 3 clusters Score -896956.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -896955.312500 Penalty: 885.150574
	Iteration 40F: 3 clusters Score -896955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -896956.000000 Penalty: 885.150574
	Iteration 41Q: 3 clusters Score -896956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -896956.000000 Penalty: 885.150574
	Iteration 42Q: 3 clusters Score -896956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -896956.250000 Penalty: 885.150574
	Iteration 43Q: 3 clusters Score -896956.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -896957.562500 Penalty: 885.150574
	Iteration 44Q: 3 clusters Score -896957.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -896959.437500 Penalty: 885.150574
	Iteration 45Q: 3 clusters Score -896959.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -896958.625000 Penalty: 885.150574
	Iteration 46Q: 3 clusters Score -896958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -896960.000000 Penalty: 885.150574
	Iteration 47Q: 3 clusters Score -896960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -896959.187500 Penalty: 885.150574
	Iteration 48Q: 3 clusters Score -896959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -896960.125000 Penalty: 885.150574
	Iteration 49Q: 3 clusters Score -896960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -896960.125000 Penalty: 885.150574
	Iteration 50F: 3 clusters Score -896960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132633 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 131023 members 
Mstep: Class 8 contains 60630 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 149844 members 
Mstep: Class 11 contains 84949 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 132759 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 120712 members 
Mstep: Class 21 contains 83619 members 
Mstep: Class 22 contains 87427 members 
Mstep: Class 23 contains 100566 members 
Mstep: Class 24 contains 13507 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 93934 members 
Mstep: Class 27 contains 163814 members 
Mstep: Class 28 contains 17015 members 
Mstep: Class 29 contains 1582 members 
Entering Unmasked Estep 
Score: -87332576.000000 Penalty: 18953.031250
Splitting cluster 5 changes total score from -87331888.000000 to -87332576.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 6 (2994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Entering Unmasked Estep 
Score: -161495.187500 Penalty: 364.198639
	Iteration 0F: 2 clusters Score -161495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -159468.734375 Penalty: 728.397278
	Iteration 0F: 3 clusters Score -159468.7 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -160157.562500 Penalty: 728.397278
	Iteration 1F: 3 clusters Score -160157.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -160265.375000 Penalty: 728.397278
	Iteration 2F: 3 clusters Score -160265.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -160362.328125 Penalty: 728.397278
	Iteration 3F: 3 clusters Score -160362.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -160463.843750 Penalty: 728.397278
	Iteration 4F: 3 clusters Score -160463.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -160577.093750 Penalty: 728.397278
	Iteration 5F: 3 clusters Score -160577.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -160722.515625 Penalty: 728.397278
	Iteration 6F: 3 clusters Score -160722.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -160873.921875 Penalty: 728.397278
	Iteration 7F: 3 clusters Score -160873.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -160993.468750 Penalty: 728.397278
	Iteration 8Q: 3 clusters Score -160993.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -161062.437500 Penalty: 728.397278
	Iteration 9Q: 3 clusters Score -161062.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -161103.031250 Penalty: 728.397278
	Iteration 10Q: 3 clusters Score -161103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -161127.984375 Penalty: 728.397278
	Iteration 11Q: 3 clusters Score -161128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -161147.031250 Penalty: 728.397278
	Iteration 12Q: 3 clusters Score -161147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -161171.296875 Penalty: 728.397278
	Iteration 13Q: 3 clusters Score -161171.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -161184.156250 Penalty: 728.397278
	Iteration 14Q: 3 clusters Score -161184.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -161191.375000 Penalty: 728.397278
	Iteration 15Q: 3 clusters Score -161191.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -161196.234375 Penalty: 728.397278
	Iteration 16Q: 3 clusters Score -161196.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -161198.593750 Penalty: 728.397278
	Iteration 17Q: 3 clusters Score -161198.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -161200.937500 Penalty: 728.397278
	Iteration 18Q: 3 clusters Score -161200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -161205.234375 Penalty: 728.397278
	Iteration 19Q: 3 clusters Score -161205.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -161209.953125 Penalty: 728.397278
	Iteration 20F: 3 clusters Score -161210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -161215.296875 Penalty: 728.397278
	Iteration 21Q: 3 clusters Score -161215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -161217.125000 Penalty: 728.397278
	Iteration 22Q: 3 clusters Score -161217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -161217.703125 Penalty: 728.397278
	Iteration 23Q: 3 clusters Score -161217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -161218.265625 Penalty: 728.397278
	Iteration 24Q: 3 clusters Score -161218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -161218.125000 Penalty: 728.397278
	Iteration 25Q: 3 clusters Score -161218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -161218.531250 Penalty: 728.397278
	Iteration 26Q: 3 clusters Score -161218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -161219.421875 Penalty: 728.397278
	Iteration 27Q: 3 clusters Score -161219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -161219.781250 Penalty: 728.397278
	Iteration 28Q: 3 clusters Score -161219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -161219.781250 Penalty: 728.397278
	Iteration 29F: 3 clusters Score -161219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (131023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131023 members 
Entering Unmasked Estep 
Score: -7210252.500000 Penalty: 536.132324
	Iteration 0F: 2 clusters Score -7210252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -7130642.000000 Penalty: 1072.264648
	Iteration 0F: 3 clusters Score -7130642 nChanged 64297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -7169099.500000 Penalty: 1072.264648
	Iteration 1F: 3 clusters Score -7169100 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61355 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -7170006.000000 Penalty: 1072.264648
	Iteration 2Q: 3 clusters Score -7170006 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -7171531.000000 Penalty: 1072.264648
	Iteration 3Q: 3 clusters Score -7171531 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -7174342.500000 Penalty: 1072.264648
	Iteration 4Q: 3 clusters Score -7174342 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -7179135.500000 Penalty: 1072.264648
	Iteration 5F: 3 clusters Score -7179136 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -7185959.500000 Penalty: 1072.264648
	Iteration 6F: 3 clusters Score -7185960 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 88312 members 
Entering Unmasked Estep 
Score: -7192619.500000 Penalty: 1072.264648
	Iteration 7F: 3 clusters Score -7192620 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -7196180.000000 Penalty: 1072.264648
	Iteration 8F: 3 clusters Score -7196180 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -7197268.500000 Penalty: 1072.264648
	Iteration 9Q: 3 clusters Score -7197268 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -7197578.000000 Penalty: 1072.264648
	Iteration 10Q: 3 clusters Score -7197578 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -7197807.000000 Penalty: 1072.264648
	Iteration 11Q: 3 clusters Score -7197807 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -7198003.500000 Penalty: 1072.264648
	Iteration 12Q: 3 clusters Score -7198004 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -7198230.000000 Penalty: 1072.264648
	Iteration 13Q: 3 clusters Score -7198230 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 100716 members 
Entering Unmasked Estep 
Score: -7198480.500000 Penalty: 1072.264648
	Iteration 14Q: 3 clusters Score -7198480 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 102234 members 
Entering Unmasked Estep 
Score: -7198765.500000 Penalty: 1072.264648
	Iteration 15Q: 3 clusters Score -7198766 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 103727 members 
Entering Unmasked Estep 
Score: -7199074.500000 Penalty: 1072.264648
	Iteration 16Q: 3 clusters Score -7199074 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 105176 members 
Entering Unmasked Estep 
Score: -7199504.500000 Penalty: 1072.264648
	Iteration 17Q: 3 clusters Score -7199504 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 106629 members 
Entering Unmasked Estep 
Score: -7199990.000000 Penalty: 1072.264648
	Iteration 18Q: 3 clusters Score -7199990 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 107968 members 
Entering Unmasked Estep 
Score: -7200363.000000 Penalty: 1072.264648
	Iteration 19Q: 3 clusters Score -7200363 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 109256 members 
Entering Unmasked Estep 
Score: -7200714.500000 Penalty: 1072.264648
	Iteration 20F: 3 clusters Score -7200714 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 110431 members 
Entering Unmasked Estep 
Score: -7201234.500000 Penalty: 1072.264648
	Iteration 21Q: 3 clusters Score -7201234 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 111641 members 
Entering Unmasked Estep 
Score: -7201734.000000 Penalty: 1072.264648
	Iteration 22Q: 3 clusters Score -7201734 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 112733 members 
Entering Unmasked Estep 
Score: -7202183.500000 Penalty: 1072.264648
	Iteration 23Q: 3 clusters Score -7202184 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 113802 members 
Entering Unmasked Estep 
Score: -7202544.500000 Penalty: 1072.264648
	Iteration 24Q: 3 clusters Score -7202544 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 114813 members 
Entering Unmasked Estep 
Score: -7202973.500000 Penalty: 1072.264648
	Iteration 25Q: 3 clusters Score -7202974 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 115779 members 
Entering Unmasked Estep 
Score: -7203298.000000 Penalty: 1072.264648
	Iteration 26Q: 3 clusters Score -7203298 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 116711 members 
Entering Unmasked Estep 
Score: -7203706.000000 Penalty: 1072.264648
	Iteration 27Q: 3 clusters Score -7203706 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 117610 members 
Entering Unmasked Estep 
Score: -7204015.500000 Penalty: 1072.264648
	Iteration 28Q: 3 clusters Score -7204016 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 118508 members 
Entering Unmasked Estep 
Score: -7204301.500000 Penalty: 1072.264648
	Iteration 29Q: 3 clusters Score -7204302 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 119408 members 
Entering Unmasked Estep 
Score: -7204636.500000 Penalty: 1072.264648
	Iteration 30Q: 3 clusters Score -7204636 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 120298 members 
Entering Unmasked Estep 
Score: -7204955.000000 Penalty: 1072.264648
	Iteration 31Q: 3 clusters Score -7204955 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 121149 members 
Entering Unmasked Estep 
Score: -7205266.000000 Penalty: 1072.264648
	Iteration 32Q: 3 clusters Score -7205266 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 121985 members 
Entering Unmasked Estep 
Score: -7205576.000000 Penalty: 1072.264648
	Iteration 33Q: 3 clusters Score -7205576 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 122750 members 
Entering Unmasked Estep 
Score: -7205831.500000 Penalty: 1072.264648
	Iteration 34Q: 3 clusters Score -7205832 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 123420 members 
Entering Unmasked Estep 
Score: -7206095.500000 Penalty: 1072.264648
	Iteration 35Q: 3 clusters Score -7206096 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -7206343.000000 Penalty: 1072.264648
	Iteration 36Q: 3 clusters Score -7206343 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 124629 members 
Entering Unmasked Estep 
Score: -7206616.500000 Penalty: 1072.264648
	Iteration 37Q: 3 clusters Score -7206616 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 125127 members 
Entering Unmasked Estep 
Score: -7206790.500000 Penalty: 1072.264648
	Iteration 38Q: 3 clusters Score -7206790 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -7207013.000000 Penalty: 1072.264648
	Iteration 39Q: 3 clusters Score -7207013 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 126023 members 
Entering Unmasked Estep 
Score: -7207193.500000 Penalty: 1072.264648
	Iteration 40F: 3 clusters Score -7207194 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 126465 members 
Entering Unmasked Estep 
Score: -7207390.000000 Penalty: 1072.264648
	Iteration 41Q: 3 clusters Score -7207390 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 126885 members 
Entering Unmasked Estep 
Score: -7207606.500000 Penalty: 1072.264648
	Iteration 42Q: 3 clusters Score -7207606 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 127284 members 
Entering Unmasked Estep 
Score: -7207804.000000 Penalty: 1072.264648
	Iteration 43Q: 3 clusters Score -7207804 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 127623 members 
Entering Unmasked Estep 
Score: -7207974.000000 Penalty: 1072.264648
	Iteration 44Q: 3 clusters Score -7207974 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 127928 members 
Entering Unmasked Estep 
Score: -7208123.500000 Penalty: 1072.264648
	Iteration 45Q: 3 clusters Score -7208124 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 128218 members 
Entering Unmasked Estep 
Score: -7208248.000000 Penalty: 1072.264648
	Iteration 46Q: 3 clusters Score -7208248 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 128476 members 
Entering Unmasked Estep 
Score: -7208371.500000 Penalty: 1072.264648
	Iteration 47Q: 3 clusters Score -7208372 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 128721 members 
Entering Unmasked Estep 
Score: -7208527.500000 Penalty: 1072.264648
	Iteration 48Q: 3 clusters Score -7208528 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 128947 members 
Entering Unmasked Estep 
Score: -7208653.500000 Penalty: 1072.264648
	Iteration 49Q: 3 clusters Score -7208654 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 129132 members 
Entering Unmasked Estep 
Score: -7208742.500000 Penalty: 1072.264648
	Iteration 50Q: 3 clusters Score -7208742 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 129298 members 
Entering Unmasked Estep 
Score: -7208843.000000 Penalty: 1072.264648
	Iteration 51Q: 3 clusters Score -7208843 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 129460 members 
Entering Unmasked Estep 
Score: -7208957.000000 Penalty: 1072.264648
	Iteration 52Q: 3 clusters Score -7208957 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 129592 members 
Entering Unmasked Estep 
Score: -7209047.000000 Penalty: 1072.264648
	Iteration 53Q: 3 clusters Score -7209047 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 129729 members 
Entering Unmasked Estep 
Score: -7209150.000000 Penalty: 1072.264648
	Iteration 54Q: 3 clusters Score -7209150 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 129849 members 
Entering Unmasked Estep 
Score: -7209229.500000 Penalty: 1072.264648
	Iteration 55Q: 3 clusters Score -7209230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 129938 members 
Entering Unmasked Estep 
Score: -7209297.500000 Penalty: 1072.264648
	Iteration 56Q: 3 clusters Score -7209298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 130026 members 
Entering Unmasked Estep 
Score: -7209361.000000 Penalty: 1072.264648
	Iteration 57Q: 3 clusters Score -7209361 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 130112 members 
Entering Unmasked Estep 
Score: -7209439.500000 Penalty: 1072.264648
	Iteration 58Q: 3 clusters Score -7209440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 130178 members 
Entering Unmasked Estep 
Score: -7209479.500000 Penalty: 1072.264648
	Iteration 59Q: 3 clusters Score -7209480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 130231 members 
Entering Unmasked Estep 
Score: -7209508.500000 Penalty: 1072.264648
	Iteration 60F: 3 clusters Score -7209508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 130280 members 
Entering Unmasked Estep 
Score: -7209537.500000 Penalty: 1072.264648
	Iteration 61Q: 3 clusters Score -7209538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 130323 members 
Entering Unmasked Estep 
Score: -7209568.000000 Penalty: 1072.264648
	Iteration 62Q: 3 clusters Score -7209568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 130355 members 
Entering Unmasked Estep 
Score: -7209588.000000 Penalty: 1072.264648
	Iteration 63Q: 3 clusters Score -7209588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 130384 members 
Entering Unmasked Estep 
Score: -7209606.000000 Penalty: 1072.264648
	Iteration 64Q: 3 clusters Score -7209606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 130404 members 
Entering Unmasked Estep 
Score: -7209625.500000 Penalty: 1072.264648
	Iteration 65Q: 3 clusters Score -7209626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 130421 members 
Entering Unmasked Estep 
Score: -7209631.500000 Penalty: 1072.264648
	Iteration 66Q: 3 clusters Score -7209632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 130432 members 
Entering Unmasked Estep 
Score: -7209626.000000 Penalty: 1072.264648
	Iteration 67Q: 3 clusters Score -7209626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 130438 members 
Entering Unmasked Estep 
Score: -7209628.000000 Penalty: 1072.264648
	Iteration 68Q: 3 clusters Score -7209628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 130450 members 
Entering Unmasked Estep 
Score: -7209637.000000 Penalty: 1072.264648
	Iteration 69Q: 3 clusters Score -7209637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 130462 members 
Entering Unmasked Estep 
Score: -7209639.500000 Penalty: 1072.264648
	Iteration 70Q: 3 clusters Score -7209640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 130475 members 
Entering Unmasked Estep 
Score: -7209648.000000 Penalty: 1072.264648
	Iteration 71Q: 3 clusters Score -7209648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 130492 members 
Entering Unmasked Estep 
Score: -7209660.500000 Penalty: 1072.264648
	Iteration 72Q: 3 clusters Score -7209660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 130505 members 
Entering Unmasked Estep 
Score: -7209667.000000 Penalty: 1072.264648
	Iteration 73Q: 3 clusters Score -7209667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 130516 members 
Entering Unmasked Estep 
Score: -7209682.500000 Penalty: 1072.264648
	Iteration 74Q: 3 clusters Score -7209682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 130528 members 
Entering Unmasked Estep 
Score: -7209689.500000 Penalty: 1072.264648
	Iteration 75Q: 3 clusters Score -7209690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 130531 members 
Entering Unmasked Estep 
Score: -7209687.000000 Penalty: 1072.264648
	Iteration 76Q: 3 clusters Score -7209687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 130538 members 
Entering Unmasked Estep 
Score: -7209689.500000 Penalty: 1072.264648
	Iteration 77Q: 3 clusters Score -7209690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 130545 members 
Entering Unmasked Estep 
Score: -7209694.000000 Penalty: 1072.264648
	Iteration 78Q: 3 clusters Score -7209694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 130547 members 
Entering Unmasked Estep 
Score: -7209696.000000 Penalty: 1072.264648
	Iteration 79Q: 3 clusters Score -7209696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 130551 members 
Entering Unmasked Estep 
Score: -7209697.500000 Penalty: 1072.264648
	Iteration 80F: 3 clusters Score -7209698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 130552 members 
Entering Unmasked Estep 
Score: -7209697.000000 Penalty: 1072.264648
	Iteration 81Q: 3 clusters Score -7209697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 130554 members 
Entering Unmasked Estep 
Score: -7209700.500000 Penalty: 1072.264648
	Iteration 82Q: 3 clusters Score -7209700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 130554 members 
Entering Unmasked Estep 
Score: -7209700.500000 Penalty: 1072.264648
	Iteration 83F: 3 clusters Score -7209700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (60630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Entering Unmasked Estep 
Score: -3323513.500000 Penalty: 501.070770
	Iteration 0F: 2 clusters Score -3323514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3282744.250000 Penalty: 1002.141541
	Iteration 0F: 3 clusters Score -3282744 nChanged 29558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -3301243.250000 Penalty: 1002.141541
	Iteration 1F: 3 clusters Score -3301243 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -3302477.250000 Penalty: 1002.141541
	Iteration 2Q: 3 clusters Score -3302477 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -3304685.750000 Penalty: 1002.141541
	Iteration 3F: 3 clusters Score -3304686 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -3308088.500000 Penalty: 1002.141541
	Iteration 4F: 3 clusters Score -3308088 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -3311997.250000 Penalty: 1002.141541
	Iteration 5F: 3 clusters Score -3311997 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -3315087.000000 Penalty: 1002.141541
	Iteration 6F: 3 clusters Score -3315087 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -3316829.250000 Penalty: 1002.141541
	Iteration 7Q: 3 clusters Score -3316829 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 50196 members 
Entering Unmasked Estep 
Score: -3317734.250000 Penalty: 1002.141541
	Iteration 8Q: 3 clusters Score -3317734 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -3318356.250000 Penalty: 1002.141541
	Iteration 9Q: 3 clusters Score -3318356 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -3318913.000000 Penalty: 1002.141541
	Iteration 10Q: 3 clusters Score -3318913 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -3319452.250000 Penalty: 1002.141541
	Iteration 11Q: 3 clusters Score -3319452 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -3319961.250000 Penalty: 1002.141541
	Iteration 12Q: 3 clusters Score -3319961 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -3320373.750000 Penalty: 1002.141541
	Iteration 13Q: 3 clusters Score -3320374 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 55263 members 
Entering Unmasked Estep 
Score: -3320758.750000 Penalty: 1002.141541
	Iteration 14Q: 3 clusters Score -3320759 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -3321085.750000 Penalty: 1002.141541
	Iteration 15Q: 3 clusters Score -3321086 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -3321355.250000 Penalty: 1002.141541
	Iteration 16Q: 3 clusters Score -3321355 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -3321600.750000 Penalty: 1002.141541
	Iteration 17Q: 3 clusters Score -3321601 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -3321794.250000 Penalty: 1002.141541
	Iteration 18Q: 3 clusters Score -3321794 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -3321972.000000 Penalty: 1002.141541
	Iteration 19Q: 3 clusters Score -3321972 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -3322128.250000 Penalty: 1002.141541
	Iteration 20F: 3 clusters Score -3322128 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -3322240.250000 Penalty: 1002.141541
	Iteration 21Q: 3 clusters Score -3322240 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -3322361.500000 Penalty: 1002.141541
	Iteration 22Q: 3 clusters Score -3322362 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -3322464.000000 Penalty: 1002.141541
	Iteration 23Q: 3 clusters Score -3322464 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -3322550.000000 Penalty: 1002.141541
	Iteration 24Q: 3 clusters Score -3322550 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -3322628.000000 Penalty: 1002.141541
	Iteration 25Q: 3 clusters Score -3322628 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -3322718.500000 Penalty: 1002.141541
	Iteration 26Q: 3 clusters Score -3322718 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -3322778.500000 Penalty: 1002.141541
	Iteration 27Q: 3 clusters Score -3322778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -3322820.250000 Penalty: 1002.141541
	Iteration 28Q: 3 clusters Score -3322820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -3322865.250000 Penalty: 1002.141541
	Iteration 29Q: 3 clusters Score -3322865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -3322899.500000 Penalty: 1002.141541
	Iteration 30Q: 3 clusters Score -3322900 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -3322940.250000 Penalty: 1002.141541
	Iteration 31Q: 3 clusters Score -3322940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -3322970.500000 Penalty: 1002.141541
	Iteration 32Q: 3 clusters Score -3322970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -3322987.500000 Penalty: 1002.141541
	Iteration 33Q: 3 clusters Score -3322988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -3322997.250000 Penalty: 1002.141541
	Iteration 34Q: 3 clusters Score -3322997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -3323007.250000 Penalty: 1002.141541
	Iteration 35Q: 3 clusters Score -3323007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -3323016.500000 Penalty: 1002.141541
	Iteration 36Q: 3 clusters Score -3323016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -3323026.500000 Penalty: 1002.141541
	Iteration 37Q: 3 clusters Score -3323026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -3323037.750000 Penalty: 1002.141541
	Iteration 38Q: 3 clusters Score -3323038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -3323048.000000 Penalty: 1002.141541
	Iteration 39Q: 3 clusters Score -3323048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -3323055.000000 Penalty: 1002.141541
	Iteration 40F: 3 clusters Score -3323055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -3323056.250000 Penalty: 1002.141541
	Iteration 41Q: 3 clusters Score -3323056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -3323058.750000 Penalty: 1002.141541
	Iteration 42Q: 3 clusters Score -3323059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -3323062.250000 Penalty: 1002.141541
	Iteration 43Q: 3 clusters Score -3323062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -3323061.750000 Penalty: 1002.141541
	Iteration 44Q: 3 clusters Score -3323062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -3323061.750000 Penalty: 1002.141541
	Iteration 45Q: 3 clusters Score -3323062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -3323063.750000 Penalty: 1002.141541
	Iteration 46Q: 3 clusters Score -3323064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -3323063.500000 Penalty: 1002.141541
	Iteration 47Q: 3 clusters Score -3323064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -3323063.750000 Penalty: 1002.141541
	Iteration 48Q: 3 clusters Score -3323064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -3323065.500000 Penalty: 1002.141541
	Iteration 49Q: 3 clusters Score -3323066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -3323063.500000 Penalty: 1002.141541
	Iteration 50Q: 3 clusters Score -3323064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -3323064.250000 Penalty: 1002.141541
	Iteration 51Q: 3 clusters Score -3323064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -3323065.500000 Penalty: 1002.141541
	Iteration 52Q: 3 clusters Score -3323066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -3323065.500000 Penalty: 1002.141541
	Iteration 53F: 3 clusters Score -3323066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -143107.125000 Penalty: 359.697601
	Iteration 0F: 2 clusters Score -143107.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -141181.515625 Penalty: 719.395203
	Iteration 0F: 3 clusters Score -141181.5 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -141878.140625 Penalty: 719.395203
	Iteration 1F: 3 clusters Score -141878.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -142019.015625 Penalty: 719.395203
	Iteration 2F: 3 clusters Score -142019 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -142178.875000 Penalty: 719.395203
	Iteration 3F: 3 clusters Score -142178.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -142383.671875 Penalty: 719.395203
	Iteration 4F: 3 clusters Score -142383.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -142558.312500 Penalty: 719.395203
	Iteration 5F: 3 clusters Score -142558.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -142664.203125 Penalty: 719.395203
	Iteration 6F: 3 clusters Score -142664.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -142721.562500 Penalty: 719.395203
	Iteration 7Q: 3 clusters Score -142721.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -142758.062500 Penalty: 719.395203
	Iteration 8Q: 3 clusters Score -142758.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -142775.687500 Penalty: 719.395203
	Iteration 9Q: 3 clusters Score -142775.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -142785.875000 Penalty: 719.395203
	Iteration 10Q: 3 clusters Score -142785.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -142795.453125 Penalty: 719.395203
	Iteration 11Q: 3 clusters Score -142795.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -142804.109375 Penalty: 719.395203
	Iteration 12Q: 3 clusters Score -142804.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -142810.375000 Penalty: 719.395203
	Iteration 13Q: 3 clusters Score -142810.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -142816.359375 Penalty: 719.395203
	Iteration 14Q: 3 clusters Score -142816.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -142826.718750 Penalty: 719.395203
	Iteration 15Q: 3 clusters Score -142826.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -142842.703125 Penalty: 719.395203
	Iteration 16Q: 3 clusters Score -142842.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -142855.062500 Penalty: 719.395203
	Iteration 17Q: 3 clusters Score -142855.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -142863.468750 Penalty: 719.395203
	Iteration 18Q: 3 clusters Score -142863.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -142870.515625 Penalty: 719.395203
	Iteration 19Q: 3 clusters Score -142870.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -142877.625000 Penalty: 719.395203
	Iteration 20F: 3 clusters Score -142877.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -142881.296875 Penalty: 719.395203
	Iteration 21Q: 3 clusters Score -142881.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -142883.593750 Penalty: 719.395203
	Iteration 22Q: 3 clusters Score -142883.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -142885.093750 Penalty: 719.395203
	Iteration 23Q: 3 clusters Score -142885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -142886.000000 Penalty: 719.395203
	Iteration 24Q: 3 clusters Score -142886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -142886.640625 Penalty: 719.395203
	Iteration 25Q: 3 clusters Score -142886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -142887.843750 Penalty: 719.395203
	Iteration 26Q: 3 clusters Score -142887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -142889.000000 Penalty: 719.395203
	Iteration 27Q: 3 clusters Score -142889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -142889.765625 Penalty: 719.395203
	Iteration 28Q: 3 clusters Score -142889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -142890.421875 Penalty: 719.395203
	Iteration 29Q: 3 clusters Score -142890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -142890.875000 Penalty: 719.395203
	Iteration 30Q: 3 clusters Score -142890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -142890.984375 Penalty: 719.395203
	Iteration 31Q: 3 clusters Score -142891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -142891.031250 Penalty: 719.395203
	Iteration 32Q: 3 clusters Score -142891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -142891.000000 Penalty: 719.395203
	Iteration 33Q: 3 clusters Score -142891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -142891.000000 Penalty: 719.395203
	Iteration 34F: 3 clusters Score -142891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (149844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149844 members 
Entering Unmasked Estep 
Score: -8084523.000000 Penalty: 542.239441
	Iteration 0F: 2 clusters Score -8084523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 74994 members 
Entering Unmasked Estep 
Score: -7991587.500000 Penalty: 1084.478882
	Iteration 0F: 3 clusters Score -7991588 nChanged 73476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -8036270.500000 Penalty: 1084.478882
	Iteration 1F: 3 clusters Score -8036270 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 80842 members 
Entering Unmasked Estep 
Score: -8038276.000000 Penalty: 1084.478882
	Iteration 2Q: 3 clusters Score -8038276 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66868 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -8041509.000000 Penalty: 1084.478882
	Iteration 3Q: 3 clusters Score -8041509 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 85318 members 
Entering Unmasked Estep 
Score: -8046740.500000 Penalty: 1084.478882
	Iteration 4F: 3 clusters Score -8046740 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -8054304.500000 Penalty: 1084.478882
	Iteration 5F: 3 clusters Score -8054304 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 88936 members 
Entering Unmasked Estep 
Score: -8062204.000000 Penalty: 1084.478882
	Iteration 6F: 3 clusters Score -8062204 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -8067030.000000 Penalty: 1084.478882
	Iteration 7F: 3 clusters Score -8067030 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -8068833.500000 Penalty: 1084.478882
	Iteration 8Q: 3 clusters Score -8068834 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -8069555.000000 Penalty: 1084.478882
	Iteration 9Q: 3 clusters Score -8069555 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
Score: -8069964.000000 Penalty: 1084.478882
	Iteration 10Q: 3 clusters Score -8069964 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -8070337.000000 Penalty: 1084.478882
	Iteration 11Q: 3 clusters Score -8070337 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -8070667.500000 Penalty: 1084.478882
	Iteration 12Q: 3 clusters Score -8070668 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -8071009.000000 Penalty: 1084.478882
	Iteration 13Q: 3 clusters Score -8071009 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -8071310.000000 Penalty: 1084.478882
	Iteration 14Q: 3 clusters Score -8071310 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -8071517.000000 Penalty: 1084.478882
	Iteration 15Q: 3 clusters Score -8071517 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -8071740.500000 Penalty: 1084.478882
	Iteration 16Q: 3 clusters Score -8071740 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62970 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -8072010.000000 Penalty: 1084.478882
	Iteration 17Q: 3 clusters Score -8072010 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 86205 members 
Entering Unmasked Estep 
Score: -8072182.500000 Penalty: 1084.478882
	Iteration 18Q: 3 clusters Score -8072182 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -8072464.000000 Penalty: 1084.478882
	Iteration 19Q: 3 clusters Score -8072464 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65135 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -8072608.500000 Penalty: 1084.478882
	Iteration 20F: 3 clusters Score -8072608 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66013 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -8072830.000000 Penalty: 1084.478882
	Iteration 21Q: 3 clusters Score -8072830 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
Score: -8073146.000000 Penalty: 1084.478882
	Iteration 22Q: 3 clusters Score -8073146 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68167 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -8073495.500000 Penalty: 1084.478882
	Iteration 23Q: 3 clusters Score -8073496 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -8073942.500000 Penalty: 1084.478882
	Iteration 24Q: 3 clusters Score -8073942 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -8074421.500000 Penalty: 1084.478882
	Iteration 25Q: 3 clusters Score -8074422 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72717 members 
Mstep: Class 2 contains 77127 members 
Entering Unmasked Estep 
Score: -8074944.000000 Penalty: 1084.478882
	Iteration 26Q: 3 clusters Score -8074944 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 75068 members 
Entering Unmasked Estep 
Score: -8075616.500000 Penalty: 1084.478882
	Iteration 27Q: 3 clusters Score -8075616 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -8076466.000000 Penalty: 1084.478882
	Iteration 28Q: 3 clusters Score -8076466 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -8077270.500000 Penalty: 1084.478882
	Iteration 29Q: 3 clusters Score -8077270 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82754 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -8078236.000000 Penalty: 1084.478882
	Iteration 30Q: 3 clusters Score -8078236 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85501 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -8079041.500000 Penalty: 1084.478882
	Iteration 31Q: 3 clusters Score -8079042 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88050 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -8079706.000000 Penalty: 1084.478882
	Iteration 32Q: 3 clusters Score -8079706 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 59599 members 
Entering Unmasked Estep 
Score: -8080170.500000 Penalty: 1084.478882
	Iteration 33Q: 3 clusters Score -8080170 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -8080571.500000 Penalty: 1084.478882
	Iteration 34Q: 3 clusters Score -8080572 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -8080781.500000 Penalty: 1084.478882
	Iteration 35Q: 3 clusters Score -8080782 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94602 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -8080926.000000 Penalty: 1084.478882
	Iteration 36Q: 3 clusters Score -8080926 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 54368 members 
Entering Unmasked Estep 
Score: -8081064.500000 Penalty: 1084.478882
	Iteration 37Q: 3 clusters Score -8081064 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96195 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -8081058.000000 Penalty: 1084.478882
	Iteration 38Q: 3 clusters Score -8081058 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96774 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -8081091.500000 Penalty: 1084.478882
	Iteration 39Q: 3 clusters Score -8081092 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -8081637.500000 Penalty: 1084.478882
	Iteration 40F: 3 clusters Score -8081638 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -8081773.500000 Penalty: 1084.478882
	Iteration 41Q: 3 clusters Score -8081774 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -8081849.500000 Penalty: 1084.478882
	Iteration 42Q: 3 clusters Score -8081850 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -8081861.000000 Penalty: 1084.478882
	Iteration 43Q: 3 clusters Score -8081861 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -8081919.000000 Penalty: 1084.478882
	Iteration 44Q: 3 clusters Score -8081919 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -8081911.500000 Penalty: 1084.478882
	Iteration 45Q: 3 clusters Score -8081912 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100635 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -8081928.500000 Penalty: 1084.478882
	Iteration 46Q: 3 clusters Score -8081928 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100964 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -8081965.500000 Penalty: 1084.478882
	Iteration 47Q: 3 clusters Score -8081966 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -8081990.500000 Penalty: 1084.478882
	Iteration 48Q: 3 clusters Score -8081990 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101559 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -8081969.000000 Penalty: 1084.478882
	Iteration 49Q: 3 clusters Score -8081969 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101808 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -8081973.500000 Penalty: 1084.478882
	Iteration 50Q: 3 clusters Score -8081974 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -8081983.500000 Penalty: 1084.478882
	Iteration 51Q: 3 clusters Score -8081984 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102283 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -8082027.000000 Penalty: 1084.478882
	Iteration 52Q: 3 clusters Score -8082027 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -8082061.500000 Penalty: 1084.478882
	Iteration 53Q: 3 clusters Score -8082062 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -8082105.500000 Penalty: 1084.478882
	Iteration 54Q: 3 clusters Score -8082106 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102997 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -8082115.500000 Penalty: 1084.478882
	Iteration 55Q: 3 clusters Score -8082116 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -8082097.000000 Penalty: 1084.478882
	Iteration 56Q: 3 clusters Score -8082097 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103405 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8082142.500000 Penalty: 1084.478882
	Iteration 57Q: 3 clusters Score -8082142 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8082187.500000 Penalty: 1084.478882
	Iteration 58Q: 3 clusters Score -8082188 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103777 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -8082222.000000 Penalty: 1084.478882
	Iteration 59Q: 3 clusters Score -8082222 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103937 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -8082240.000000 Penalty: 1084.478882
	Iteration 60F: 3 clusters Score -8082240 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104072 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -8082279.500000 Penalty: 1084.478882
	Iteration 61Q: 3 clusters Score -8082280 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104232 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -8082311.000000 Penalty: 1084.478882
	Iteration 62Q: 3 clusters Score -8082311 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104382 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -8082363.000000 Penalty: 1084.478882
	Iteration 63Q: 3 clusters Score -8082363 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -8082363.000000 Penalty: 1084.478882
	Iteration 64Q: 3 clusters Score -8082363 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -8082384.000000 Penalty: 1084.478882
	Iteration 65Q: 3 clusters Score -8082384 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104907 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -8082417.000000 Penalty: 1084.478882
	Iteration 66Q: 3 clusters Score -8082417 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105069 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -8082478.000000 Penalty: 1084.478882
	Iteration 67Q: 3 clusters Score -8082478 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105226 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -8082514.500000 Penalty: 1084.478882
	Iteration 68Q: 3 clusters Score -8082514 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105350 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -8082563.000000 Penalty: 1084.478882
	Iteration 69Q: 3 clusters Score -8082563 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105450 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -8082583.000000 Penalty: 1084.478882
	Iteration 70Q: 3 clusters Score -8082583 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -8082589.000000 Penalty: 1084.478882
	Iteration 71Q: 3 clusters Score -8082589 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105670 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -8082625.000000 Penalty: 1084.478882
	Iteration 72Q: 3 clusters Score -8082625 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105765 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -8082641.000000 Penalty: 1084.478882
	Iteration 73Q: 3 clusters Score -8082641 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -8082665.500000 Penalty: 1084.478882
	Iteration 74Q: 3 clusters Score -8082666 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8082707.500000 Penalty: 1084.478882
	Iteration 75Q: 3 clusters Score -8082708 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 43891 members 
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Mstep: Class 2 contains 43859 members 
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Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 43786 members 
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Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 43754 members 
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Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105374 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 44639 members 
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Mstep: Class 2 contains 44748 members 
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Mstep: Class 1 contains 104959 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 104841 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 45231 members 
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Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 46041 members 
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Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 46421 members 
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Mstep: Class 2 contains 46645 members 
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	Iteration 113Q: 3 clusters Score -8084152 nChanged 298
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	Iteration 114Q: 3 clusters Score -8084168 nChanged 298
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	Iteration 115Q: 3 clusters Score -8084181 nChanged 298
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	Iteration 116Q: 3 clusters Score -8084244 nChanged 298
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	Iteration 117Q: 3 clusters Score -8084276 nChanged 310
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	Iteration 118Q: 3 clusters Score -8084304 nChanged 291
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	Iteration 119Q: 3 clusters Score -8084334 nChanged 282
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	Iteration 120F: 3 clusters Score -8084342 nChanged 269
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	Iteration 121Q: 3 clusters Score -8084371 nChanged 252
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	Iteration 125Q: 3 clusters Score -8084374 nChanged 264
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	Iteration 126Q: 3 clusters Score -8084376 nChanged 269
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	Iteration 127Q: 3 clusters Score -8084382 nChanged 271
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	Iteration 129Q: 3 clusters Score -8084428 nChanged 271
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	Iteration 138Q: 3 clusters Score -8084672 nChanged 224
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	Iteration 139Q: 3 clusters Score -8084650 nChanged 233
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	Iteration 140F: 3 clusters Score -8084662 nChanged 229
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Mstep: Class 1 contains 94908 members 
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	Iteration 149Q: 3 clusters Score -8084819 nChanged 194
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	Iteration 156Q: 3 clusters Score -8084914 nChanged 201
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	Iteration 157Q: 3 clusters Score -8084898 nChanged 202
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	Iteration 160F: 3 clusters Score -8084916 nChanged 168
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Mstep: Class 1 contains 91178 members 
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	Iteration 161Q: 3 clusters Score -8084934 nChanged 155
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	Iteration 162Q: 3 clusters Score -8084964 nChanged 181
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	Iteration 164Q: 3 clusters Score -8085009 nChanged 140
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	Iteration 165Q: 3 clusters Score -8085034 nChanged 142
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	Iteration 166Q: 3 clusters Score -8085038 nChanged 136
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Mstep: Class 1 contains 90252 members 
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	Iteration 167Q: 3 clusters Score -8085057 nChanged 117
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	Iteration 168Q: 3 clusters Score -8085060 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90017 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8085117 nChanged 83
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8085121 nChanged 77
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Entering Unmasked Estep 
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Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8085134 nChanged 83
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Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 60794 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8085145 nChanged 87
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Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8085157 nChanged 103
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Mstep: Class 1 contains 88862 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8085166 nChanged 109
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Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 61091 members 
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	Iteration 182Q: 3 clusters Score -8085180 nChanged 109
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Mstep: Class 1 contains 88644 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8085190 nChanged 96
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Mstep: Class 2 contains 61292 members 
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Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8085196 nChanged 99
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	Iteration 186Q: 3 clusters Score -8085211 nChanged 101
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Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8085222 nChanged 103
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Mstep: Class 2 contains 61679 members 
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Mstep: Class 2 contains 61786 members 
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Mstep: Class 2 contains 62189 members 
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	Iteration 192Q: 3 clusters Score -8085238 nChanged 163
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	Iteration 193Q: 3 clusters Score -8085271 nChanged 147
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Mstep: Class 2 contains 62999 members 
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Mstep: Class 2 contains 63115 members 
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	Iteration 200F: 3 clusters Score -8085313 nChanged 117
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	Iteration 201Q: 3 clusters Score -8085354 nChanged 121
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	Iteration 207Q: 3 clusters Score -8085376 nChanged 41
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Mstep: Class 2 contains 63998 members 
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	Iteration 214Q: 3 clusters Score -8085401 nChanged 69
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	Iteration 216Q: 3 clusters Score -8085400 nChanged 83
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	Iteration 217Q: 3 clusters Score -8085417 nChanged 90
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	Iteration 218Q: 3 clusters Score -8085424 nChanged 83
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	Iteration 220F: 3 clusters Score -8085434 nChanged 74
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	Iteration 222Q: 3 clusters Score -8085444 nChanged 61
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	Iteration 223Q: 3 clusters Score -8085448 nChanged 62
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	Iteration 231Q: 3 clusters Score -8085490 nChanged 59
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	Iteration 232Q: 3 clusters Score -8085487 nChanged 60
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	Iteration 260F: 3 clusters Score -8085479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 66396 members 
Entering Unmasked Estep 
Score: -8085492.500000 Penalty: 1084.478882
	Iteration 261Q: 3 clusters Score -8085492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 66405 members 
Entering Unmasked Estep 
Score: -8085489.500000 Penalty: 1084.478882
	Iteration 262Q: 3 clusters Score -8085490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -8085494.500000 Penalty: 1084.478882
	Iteration 263Q: 3 clusters Score -8085494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -8085495.000000 Penalty: 1084.478882
	Iteration 264Q: 3 clusters Score -8085495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 66422 members 
Entering Unmasked Estep 
Score: -8085490.000000 Penalty: 1084.478882
	Iteration 265Q: 3 clusters Score -8085490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -8085500.500000 Penalty: 1084.478882
	Iteration 266Q: 3 clusters Score -8085500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -8085495.000000 Penalty: 1084.478882
	Iteration 267Q: 3 clusters Score -8085495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83383 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -8085498.500000 Penalty: 1084.478882
	Iteration 268Q: 3 clusters Score -8085498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -8085503.000000 Penalty: 1084.478882
	Iteration 269Q: 3 clusters Score -8085503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -8085508.500000 Penalty: 1084.478882
	Iteration 270Q: 3 clusters Score -8085508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83352 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -8085510.000000 Penalty: 1084.478882
	Iteration 271Q: 3 clusters Score -8085510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -8085513.500000 Penalty: 1084.478882
	Iteration 272Q: 3 clusters Score -8085514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83338 members 
Mstep: Class 2 contains 66506 members 
Entering Unmasked Estep 
Score: -8085507.500000 Penalty: 1084.478882
	Iteration 273Q: 3 clusters Score -8085508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -8085508.500000 Penalty: 1084.478882
	Iteration 274Q: 3 clusters Score -8085508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -8085508.500000 Penalty: 1084.478882
	Iteration 275Q: 3 clusters Score -8085508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -8085509.000000 Penalty: 1084.478882
	Iteration 276Q: 3 clusters Score -8085509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -8085512.500000 Penalty: 1084.478882
	Iteration 277Q: 3 clusters Score -8085512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -8085501.000000 Penalty: 1084.478882
	Iteration 278Q: 3 clusters Score -8085501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -8085502.000000 Penalty: 1084.478882
	Iteration 279Q: 3 clusters Score -8085502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -8085501.000000 Penalty: 1084.478882
	Iteration 280F: 3 clusters Score -8085501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 66547 members 
Entering Unmasked Estep 
Score: -8085506.500000 Penalty: 1084.478882
	Iteration 281Q: 3 clusters Score -8085506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -8085503.000000 Penalty: 1084.478882
	Iteration 282Q: 3 clusters Score -8085503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -8085501.500000 Penalty: 1084.478882
	Iteration 283Q: 3 clusters Score -8085502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83286 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -8085499.500000 Penalty: 1084.478882
	Iteration 284Q: 3 clusters Score -8085500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -8085501.500000 Penalty: 1084.478882
	Iteration 285Q: 3 clusters Score -8085502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -8085497.000000 Penalty: 1084.478882
	Iteration 286Q: 3 clusters Score -8085497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -8085503.500000 Penalty: 1084.478882
	Iteration 287Q: 3 clusters Score -8085504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -8085509.000000 Penalty: 1084.478882
	Iteration 288Q: 3 clusters Score -8085509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83232 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -8085506.500000 Penalty: 1084.478882
	Iteration 289Q: 3 clusters Score -8085506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 66621 members 
Entering Unmasked Estep 
Score: -8085500.500000 Penalty: 1084.478882
	Iteration 290Q: 3 clusters Score -8085500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -8085497.000000 Penalty: 1084.478882
	Iteration 291Q: 3 clusters Score -8085497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -8085499.500000 Penalty: 1084.478882
	Iteration 292Q: 3 clusters Score -8085500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -8085498.500000 Penalty: 1084.478882
	Iteration 293Q: 3 clusters Score -8085498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -8085499.500000 Penalty: 1084.478882
	Iteration 294Q: 3 clusters Score -8085500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -8085499.500000 Penalty: 1084.478882
	Iteration 295Q: 3 clusters Score -8085500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -8085497.000000 Penalty: 1084.478882
	Iteration 296Q: 3 clusters Score -8085497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -8085500.000000 Penalty: 1084.478882
	Iteration 297Q: 3 clusters Score -8085500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 66649 members 
Entering Unmasked Estep 
Score: -8085500.000000 Penalty: 1084.478882
	Iteration 298F: 3 clusters Score -8085500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132633 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 131023 members 
Mstep: Class 8 contains 60630 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 83195 members 
Mstep: Class 11 contains 84949 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 132759 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 120712 members 
Mstep: Class 21 contains 83619 members 
Mstep: Class 22 contains 87427 members 
Mstep: Class 23 contains 100566 members 
Mstep: Class 24 contains 13507 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 93934 members 
Mstep: Class 27 contains 163814 members 
Mstep: Class 28 contains 17015 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 66649 members 
Entering Unmasked Estep 
Score: -87332408.000000 Penalty: 19606.583984
Splitting cluster 10 changes total score from -87331888.000000 to -87332408.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (84949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Entering Unmasked Estep 
Score: -4711100.500000 Penalty: 516.416199
	Iteration 0F: 2 clusters Score -4711100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -4654782.500000 Penalty: 1032.832397
	Iteration 0F: 3 clusters Score -4654782 nChanged 41288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -4679990.500000 Penalty: 1032.832397
	Iteration 1F: 3 clusters Score -4679990 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -4681897.000000 Penalty: 1032.832397
	Iteration 2F: 3 clusters Score -4681897 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -4685160.000000 Penalty: 1032.832397
	Iteration 3F: 3 clusters Score -4685160 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -4690228.000000 Penalty: 1032.832397
	Iteration 4F: 3 clusters Score -4690228 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -4696840.500000 Penalty: 1032.832397
	Iteration 5F: 3 clusters Score -4696840 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -4703577.000000 Penalty: 1032.832397
	Iteration 6F: 3 clusters Score -4703577 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -4708078.500000 Penalty: 1032.832397
	Iteration 7F: 3 clusters Score -4708078 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -4710007.500000 Penalty: 1032.832397
	Iteration 8Q: 3 clusters Score -4710008 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -4710503.500000 Penalty: 1032.832397
	Iteration 9Q: 3 clusters Score -4710504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 84887 members 
Entering Unmasked Estep 
Score: -4710589.000000 Penalty: 1032.832397
	Iteration 10Q: 3 clusters Score -4710589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
Score: -4710612.500000 Penalty: 1032.832397
	Iteration 11Q: 3 clusters Score -4710612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -4710618.000000 Penalty: 1032.832397
	Iteration 12Q: 3 clusters Score -4710618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -4710622.000000 Penalty: 1032.832397
	Iteration 13Q: 3 clusters Score -4710622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -4710624.500000 Penalty: 1032.832397
	Iteration 14Q: 3 clusters Score -4710624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -4710637.500000 Penalty: 1032.832397
	Iteration 15Q: 3 clusters Score -4710638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -4710636.500000 Penalty: 1032.832397
	Iteration 16Q: 3 clusters Score -4710636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 84908 members 
Entering Unmasked Estep 
Score: -4710641.000000 Penalty: 1032.832397
	Iteration 17Q: 3 clusters Score -4710641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -4710644.000000 Penalty: 1032.832397
	Iteration 18Q: 3 clusters Score -4710644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -4710644.000000 Penalty: 1032.832397
	Iteration 19F: 3 clusters Score -4710644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Entering Unmasked Estep 
Score: -765562.375000 Penalty: 433.536957
	Iteration 0F: 2 clusters Score -765562.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -756317.375000 Penalty: 867.073914
	Iteration 0F: 3 clusters Score -756317.4 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -760109.750000 Penalty: 867.073914
	Iteration 1F: 3 clusters Score -760109.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -760450.062500 Penalty: 867.073914
	Iteration 2F: 3 clusters Score -760450.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -760840.062500 Penalty: 867.073914
	Iteration 3F: 3 clusters Score -760840.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -761324.375000 Penalty: 867.073914
	Iteration 4F: 3 clusters Score -761324.4 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -761933.937500 Penalty: 867.073914
	Iteration 5F: 3 clusters Score -761933.9 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -762670.312500 Penalty: 867.073914
	Iteration 6F: 3 clusters Score -762670.3 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -763388.062500 Penalty: 867.073914
	Iteration 7F: 3 clusters Score -763388.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -763983.125000 Penalty: 867.073914
	Iteration 8Q: 3 clusters Score -763983.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -764381.937500 Penalty: 867.073914
	Iteration 9Q: 3 clusters Score -764381.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -764627.562500 Penalty: 867.073914
	Iteration 10Q: 3 clusters Score -764627.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -764769.062500 Penalty: 867.073914
	Iteration 11Q: 3 clusters Score -764769.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -764867.375000 Penalty: 867.073914
	Iteration 12Q: 3 clusters Score -764867.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -764948.375000 Penalty: 867.073914
	Iteration 13Q: 3 clusters Score -764948.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -765012.375000 Penalty: 867.073914
	Iteration 14Q: 3 clusters Score -765012.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -765055.250000 Penalty: 867.073914
	Iteration 15Q: 3 clusters Score -765055.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -765092.062500 Penalty: 867.073914
	Iteration 16Q: 3 clusters Score -765092.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -765120.500000 Penalty: 867.073914
	Iteration 17Q: 3 clusters Score -765120.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -765135.375000 Penalty: 867.073914
	Iteration 18Q: 3 clusters Score -765135.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -765147.875000 Penalty: 867.073914
	Iteration 19Q: 3 clusters Score -765147.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -765160.625000 Penalty: 867.073914
	Iteration 20F: 3 clusters Score -765160.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -765170.125000 Penalty: 867.073914
	Iteration 21Q: 3 clusters Score -765170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -765177.250000 Penalty: 867.073914
	Iteration 22Q: 3 clusters Score -765177.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -765185.437500 Penalty: 867.073914
	Iteration 23Q: 3 clusters Score -765185.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -765187.937500 Penalty: 867.073914
	Iteration 24Q: 3 clusters Score -765187.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -765192.875000 Penalty: 867.073914
	Iteration 25Q: 3 clusters Score -765192.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -765199.062500 Penalty: 867.073914
	Iteration 26Q: 3 clusters Score -765199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -765199.687500 Penalty: 867.073914
	Iteration 27Q: 3 clusters Score -765199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -765200.125000 Penalty: 867.073914
	Iteration 28Q: 3 clusters Score -765200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -765199.312500 Penalty: 867.073914
	Iteration 29Q: 3 clusters Score -765199.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -765199.312500 Penalty: 867.073914
	Iteration 30F: 3 clusters Score -765199.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (132759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132759 members 
Entering Unmasked Estep 
Score: -6660023.000000 Penalty: 536.731201
	Iteration 0F: 2 clusters Score -6660023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -6570763.000000 Penalty: 1073.462402
	Iteration 0F: 3 clusters Score -6570763 nChanged 65057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 70350 members 
Entering Unmasked Estep 
Score: -6609620.500000 Penalty: 1073.462402
	Iteration 1F: 3 clusters Score -6609620 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -6611081.000000 Penalty: 1073.462402
	Iteration 2Q: 3 clusters Score -6611081 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -6613735.500000 Penalty: 1073.462402
	Iteration 3Q: 3 clusters Score -6613736 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -6618308.000000 Penalty: 1073.462402
	Iteration 4F: 3 clusters Score -6618308 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -6625431.500000 Penalty: 1073.462402
	Iteration 5F: 3 clusters Score -6625432 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 93446 members 
Entering Unmasked Estep 
Score: -6633739.000000 Penalty: 1073.462402
	Iteration 6F: 3 clusters Score -6633739 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -6639970.000000 Penalty: 1073.462402
	Iteration 7F: 3 clusters Score -6639970 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 102102 members 
Entering Unmasked Estep 
Score: -6643385.500000 Penalty: 1073.462402
	Iteration 8Q: 3 clusters Score -6643386 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 105662 members 
Entering Unmasked Estep 
Score: -6645507.000000 Penalty: 1073.462402
	Iteration 9Q: 3 clusters Score -6645507 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -6647351.500000 Penalty: 1073.462402
	Iteration 10Q: 3 clusters Score -6647352 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 112615 members 
Entering Unmasked Estep 
Score: -6649252.500000 Penalty: 1073.462402
	Iteration 11Q: 3 clusters Score -6649252 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 115824 members 
Entering Unmasked Estep 
Score: -6651081.000000 Penalty: 1073.462402
	Iteration 12Q: 3 clusters Score -6651081 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 118757 members 
Entering Unmasked Estep 
Score: -6652891.500000 Penalty: 1073.462402
	Iteration 13Q: 3 clusters Score -6652892 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -6654482.000000 Penalty: 1073.462402
	Iteration 14Q: 3 clusters Score -6654482 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 123481 members 
Entering Unmasked Estep 
Score: -6656005.000000 Penalty: 1073.462402
	Iteration 15Q: 3 clusters Score -6656005 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 125266 members 
Entering Unmasked Estep 
Score: -6657306.000000 Penalty: 1073.462402
	Iteration 16Q: 3 clusters Score -6657306 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 126675 members 
Entering Unmasked Estep 
Score: -6658353.000000 Penalty: 1073.462402
	Iteration 17Q: 3 clusters Score -6658353 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 127674 members 
Entering Unmasked Estep 
Score: -6659083.000000 Penalty: 1073.462402
	Iteration 18Q: 3 clusters Score -6659083 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 128364 members 
Entering Unmasked Estep 
Score: -6659523.500000 Penalty: 1073.462402
	Iteration 19Q: 3 clusters Score -6659524 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -6659812.500000 Penalty: 1073.462402
	Iteration 20F: 3 clusters Score -6659812 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 129247 members 
Entering Unmasked Estep 
Score: -6659977.000000 Penalty: 1073.462402
	Iteration 21Q: 3 clusters Score -6659977 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 129516 members 
Entering Unmasked Estep 
Score: -6660117.000000 Penalty: 1073.462402
	Iteration 22Q: 3 clusters Score -6660117 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 129736 members 
Entering Unmasked Estep 
Score: -6660196.000000 Penalty: 1073.462402
	Iteration 23Q: 3 clusters Score -6660196 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 129906 members 
Entering Unmasked Estep 
Score: -6660229.000000 Penalty: 1073.462402
	Iteration 24Q: 3 clusters Score -6660229 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 130021 members 
Entering Unmasked Estep 
Score: -6660264.500000 Penalty: 1073.462402
	Iteration 25Q: 3 clusters Score -6660264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 130121 members 
Entering Unmasked Estep 
Score: -6660308.000000 Penalty: 1073.462402
	Iteration 26Q: 3 clusters Score -6660308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 130200 members 
Entering Unmasked Estep 
Score: -6660317.000000 Penalty: 1073.462402
	Iteration 27Q: 3 clusters Score -6660317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 130261 members 
Entering Unmasked Estep 
Score: -6660322.500000 Penalty: 1073.462402
	Iteration 28Q: 3 clusters Score -6660322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 130309 members 
Entering Unmasked Estep 
Score: -6660339.500000 Penalty: 1073.462402
	Iteration 29Q: 3 clusters Score -6660340 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 130355 members 
Entering Unmasked Estep 
Score: -6660345.500000 Penalty: 1073.462402
	Iteration 30Q: 3 clusters Score -6660346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 130394 members 
Entering Unmasked Estep 
Score: -6660354.500000 Penalty: 1073.462402
	Iteration 31Q: 3 clusters Score -6660354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 130425 members 
Entering Unmasked Estep 
Score: -6660370.500000 Penalty: 1073.462402
	Iteration 32Q: 3 clusters Score -6660370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 130442 members 
Entering Unmasked Estep 
Score: -6660375.000000 Penalty: 1073.462402
	Iteration 33Q: 3 clusters Score -6660375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 130459 members 
Entering Unmasked Estep 
Score: -6660372.000000 Penalty: 1073.462402
	Iteration 34Q: 3 clusters Score -6660372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 130474 members 
Entering Unmasked Estep 
Score: -6660381.000000 Penalty: 1073.462402
	Iteration 35Q: 3 clusters Score -6660381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 130481 members 
Entering Unmasked Estep 
Score: -6660383.000000 Penalty: 1073.462402
	Iteration 36Q: 3 clusters Score -6660383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 130488 members 
Entering Unmasked Estep 
Score: -6660388.000000 Penalty: 1073.462402
	Iteration 37Q: 3 clusters Score -6660388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 130494 members 
Entering Unmasked Estep 
Score: -6660385.000000 Penalty: 1073.462402
	Iteration 38Q: 3 clusters Score -6660385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 130495 members 
Entering Unmasked Estep 
Score: -6660381.500000 Penalty: 1073.462402
	Iteration 39Q: 3 clusters Score -6660382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 130497 members 
Entering Unmasked Estep 
Score: -6660383.500000 Penalty: 1073.462402
	Iteration 40F: 3 clusters Score -6660384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 130495 members 
Entering Unmasked Estep 
Score: -6660388.000000 Penalty: 1073.462402
	Iteration 41Q: 3 clusters Score -6660388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 130500 members 
Entering Unmasked Estep 
Score: -6660385.500000 Penalty: 1073.462402
	Iteration 42Q: 3 clusters Score -6660386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 130506 members 
Entering Unmasked Estep 
Score: -6660383.000000 Penalty: 1073.462402
	Iteration 43Q: 3 clusters Score -6660383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 130510 members 
Entering Unmasked Estep 
Score: -6660386.000000 Penalty: 1073.462402
	Iteration 44Q: 3 clusters Score -6660386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 130511 members 
Entering Unmasked Estep 
Score: -6660383.500000 Penalty: 1073.462402
	Iteration 45Q: 3 clusters Score -6660384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 130513 members 
Entering Unmasked Estep 
Score: -6660381.500000 Penalty: 1073.462402
	Iteration 46Q: 3 clusters Score -6660382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 130515 members 
Entering Unmasked Estep 
Score: -6660385.500000 Penalty: 1073.462402
	Iteration 47Q: 3 clusters Score -6660386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 130514 members 
Entering Unmasked Estep 
Score: -6660386.000000 Penalty: 1073.462402
	Iteration 48Q: 3 clusters Score -6660386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 130514 members 
Entering Unmasked Estep 
Score: -6660386.000000 Penalty: 1073.462402
	Iteration 49F: 3 clusters Score -6660386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132633 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 131023 members 
Mstep: Class 8 contains 60630 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 83195 members 
Mstep: Class 11 contains 84949 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 120712 members 
Mstep: Class 21 contains 83619 members 
Mstep: Class 22 contains 87427 members 
Mstep: Class 23 contains 100566 members 
Mstep: Class 24 contains 13507 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 93934 members 
Mstep: Class 27 contains 163814 members 
Mstep: Class 28 contains 17015 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 66649 members 
Mstep: Class 31 contains 130514 members 
Entering Unmasked Estep 
Score: -87332256.000000 Penalty: 20260.136719
Splitting cluster 13 changes total score from -87331888.000000 to -87332256.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -156156.640625 Penalty: 362.115265
	Iteration 0F: 2 clusters Score -156156.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -154113.562500 Penalty: 724.230530
	Iteration 0F: 3 clusters Score -154113.6 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -154839.359375 Penalty: 724.230530
	Iteration 1F: 3 clusters Score -154839.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -154967.578125 Penalty: 724.230530
	Iteration 2F: 3 clusters Score -154967.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -155093.140625 Penalty: 724.230530
	Iteration 3F: 3 clusters Score -155093.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -155205.625000 Penalty: 724.230530
	Iteration 4F: 3 clusters Score -155205.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -155323.234375 Penalty: 724.230530
	Iteration 5F: 3 clusters Score -155323.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -155429.546875 Penalty: 724.230530
	Iteration 6Q: 3 clusters Score -155429.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -155518.437500 Penalty: 724.230530
	Iteration 7Q: 3 clusters Score -155518.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -155573.375000 Penalty: 724.230530
	Iteration 8Q: 3 clusters Score -155573.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -155605.765625 Penalty: 724.230530
	Iteration 9Q: 3 clusters Score -155605.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -155627.531250 Penalty: 724.230530
	Iteration 10Q: 3 clusters Score -155627.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -155642.390625 Penalty: 724.230530
	Iteration 11Q: 3 clusters Score -155642.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -155650.859375 Penalty: 724.230530
	Iteration 12Q: 3 clusters Score -155650.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -155658.171875 Penalty: 724.230530
	Iteration 13Q: 3 clusters Score -155658.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -155664.171875 Penalty: 724.230530
	Iteration 14Q: 3 clusters Score -155664.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -155668.078125 Penalty: 724.230530
	Iteration 15Q: 3 clusters Score -155668.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -155671.593750 Penalty: 724.230530
	Iteration 16Q: 3 clusters Score -155671.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155674.734375 Penalty: 724.230530
	Iteration 17Q: 3 clusters Score -155674.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -155681.062500 Penalty: 724.230530
	Iteration 18Q: 3 clusters Score -155681.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -155691.453125 Penalty: 724.230530
	Iteration 19Q: 3 clusters Score -155691.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -155702.031250 Penalty: 724.230530
	Iteration 20F: 3 clusters Score -155702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -155708.093750 Penalty: 724.230530
	Iteration 21Q: 3 clusters Score -155708.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -155713.015625 Penalty: 724.230530
	Iteration 22Q: 3 clusters Score -155713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -155717.578125 Penalty: 724.230530
	Iteration 23Q: 3 clusters Score -155717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -155719.984375 Penalty: 724.230530
	Iteration 24Q: 3 clusters Score -155720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -155721.515625 Penalty: 724.230530
	Iteration 25Q: 3 clusters Score -155721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -155722.171875 Penalty: 724.230530
	Iteration 26Q: 3 clusters Score -155722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -155722.312500 Penalty: 724.230530
	Iteration 27Q: 3 clusters Score -155722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -155723.015625 Penalty: 724.230530
	Iteration 28Q: 3 clusters Score -155723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -155723.500000 Penalty: 724.230530
	Iteration 29Q: 3 clusters Score -155723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -155723.734375 Penalty: 724.230530
	Iteration 30Q: 3 clusters Score -155723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -155724.156250 Penalty: 724.230530
	Iteration 31Q: 3 clusters Score -155724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -155724.500000 Penalty: 724.230530
	Iteration 32Q: 3 clusters Score -155724.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -155724.937500 Penalty: 724.230530
	Iteration 33Q: 3 clusters Score -155724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -155725.453125 Penalty: 724.230530
	Iteration 34Q: 3 clusters Score -155725.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -155726.000000 Penalty: 724.230530
	Iteration 35Q: 3 clusters Score -155726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155726.921875 Penalty: 724.230530
	Iteration 36Q: 3 clusters Score -155726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155728.000000 Penalty: 724.230530
	Iteration 37Q: 3 clusters Score -155728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155729.375000 Penalty: 724.230530
	Iteration 38Q: 3 clusters Score -155729.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155730.171875 Penalty: 724.230530
	Iteration 39Q: 3 clusters Score -155730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -155731.015625 Penalty: 724.230530
	Iteration 40F: 3 clusters Score -155731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -155731.656250 Penalty: 724.230530
	Iteration 41Q: 3 clusters Score -155731.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155732.343750 Penalty: 724.230530
	Iteration 42Q: 3 clusters Score -155732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155733.312500 Penalty: 724.230530
	Iteration 43Q: 3 clusters Score -155733.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -155733.453125 Penalty: 724.230530
	Iteration 44Q: 3 clusters Score -155733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155734.203125 Penalty: 724.230530
	Iteration 45Q: 3 clusters Score -155734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -155734.671875 Penalty: 724.230530
	Iteration 46Q: 3 clusters Score -155734.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155735.453125 Penalty: 724.230530
	Iteration 47Q: 3 clusters Score -155735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -155736.343750 Penalty: 724.230530
	Iteration 48Q: 3 clusters Score -155736.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155737.765625 Penalty: 724.230530
	Iteration 49Q: 3 clusters Score -155737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155737.765625 Penalty: 724.230530
	Iteration 50F: 3 clusters Score -155737.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -92226.250000 Penalty: 337.853790
	Iteration 0F: 2 clusters Score -92226.25 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 839 members 
Entering Unmasked Estep 
Score: -90988.250000 Penalty: 675.707581
	Iteration 0F: 3 clusters Score -90988.25 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -91356.781250 Penalty: 675.707581
	Iteration 1F: 3 clusters Score -91356.78 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -91426.375000 Penalty: 675.707581
	Iteration 2F: 3 clusters Score -91426.38 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -91481.734375 Penalty: 675.707581
	Iteration 3F: 3 clusters Score -91481.73 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -91519.250000 Penalty: 675.707581
	Iteration 4Q: 3 clusters Score -91519.25 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -91557.132812 Penalty: 675.707581
	Iteration 5Q: 3 clusters Score -91557.13 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -91596.445312 Penalty: 675.707581
	Iteration 6Q: 3 clusters Score -91596.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -91625.906250 Penalty: 675.707581
	Iteration 7Q: 3 clusters Score -91625.91 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -91659.703125 Penalty: 675.707581
	Iteration 8Q: 3 clusters Score -91659.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -91699.007812 Penalty: 675.707581
	Iteration 9Q: 3 clusters Score -91699.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -91741.023438 Penalty: 675.707581
	Iteration 10Q: 3 clusters Score -91741.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -91762.765625 Penalty: 675.707581
	Iteration 11Q: 3 clusters Score -91762.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -91779.445312 Penalty: 675.707581
	Iteration 12Q: 3 clusters Score -91779.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -91790.523438 Penalty: 675.707581
	Iteration 13Q: 3 clusters Score -91790.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -91805.101562 Penalty: 675.707581
	Iteration 14Q: 3 clusters Score -91805.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -91814.007812 Penalty: 675.707581
	Iteration 15Q: 3 clusters Score -91814.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -91818.546875 Penalty: 675.707581
	Iteration 16Q: 3 clusters Score -91818.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -91820.843750 Penalty: 675.707581
	Iteration 17Q: 3 clusters Score -91820.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -91824.546875 Penalty: 675.707581
	Iteration 18Q: 3 clusters Score -91824.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -91830.281250 Penalty: 675.707581
	Iteration 19Q: 3 clusters Score -91830.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -91838.671875 Penalty: 675.707581
	Iteration 20F: 3 clusters Score -91838.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -91845.015625 Penalty: 675.707581
	Iteration 21Q: 3 clusters Score -91845.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -91852.132812 Penalty: 675.707581
	Iteration 22Q: 3 clusters Score -91852.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -91857.359375 Penalty: 675.707581
	Iteration 23Q: 3 clusters Score -91857.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -91862.343750 Penalty: 675.707581
	Iteration 24Q: 3 clusters Score -91862.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -91863.992188 Penalty: 675.707581
	Iteration 25Q: 3 clusters Score -91863.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -91865.242188 Penalty: 675.707581
	Iteration 26Q: 3 clusters Score -91865.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -91865.851562 Penalty: 675.707581
	Iteration 27Q: 3 clusters Score -91865.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -91866.296875 Penalty: 675.707581
	Iteration 28Q: 3 clusters Score -91866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -91866.781250 Penalty: 675.707581
	Iteration 29Q: 3 clusters Score -91866.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -91867.750000 Penalty: 675.707581
	Iteration 30Q: 3 clusters Score -91867.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -91868.320312 Penalty: 675.707581
	Iteration 31Q: 3 clusters Score -91868.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -91868.859375 Penalty: 675.707581
	Iteration 32Q: 3 clusters Score -91868.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -91869.078125 Penalty: 675.707581
	Iteration 33Q: 3 clusters Score -91869.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -91869.398438 Penalty: 675.707581
	Iteration 34Q: 3 clusters Score -91869.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -91869.898438 Penalty: 675.707581
	Iteration 35Q: 3 clusters Score -91869.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -91870.234375 Penalty: 675.707581
	Iteration 36Q: 3 clusters Score -91870.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -91870.773438 Penalty: 675.707581
	Iteration 37Q: 3 clusters Score -91870.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -91871.273438 Penalty: 675.707581
	Iteration 38Q: 3 clusters Score -91871.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -91871.765625 Penalty: 675.707581
	Iteration 39Q: 3 clusters Score -91871.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -91872.226562 Penalty: 675.707581
	Iteration 40F: 3 clusters Score -91872.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -91873.320312 Penalty: 675.707581
	Iteration 41Q: 3 clusters Score -91873.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -91874.367188 Penalty: 675.707581
	Iteration 42Q: 3 clusters Score -91874.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -91876.562500 Penalty: 675.707581
	Iteration 43Q: 3 clusters Score -91876.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -91880.218750 Penalty: 675.707581
	Iteration 44Q: 3 clusters Score -91880.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -91883.617188 Penalty: 675.707581
	Iteration 45Q: 3 clusters Score -91883.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -91886.484375 Penalty: 675.707581
	Iteration 46Q: 3 clusters Score -91886.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -91890.367188 Penalty: 675.707581
	Iteration 47Q: 3 clusters Score -91890.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -91893.289062 Penalty: 675.707581
	Iteration 48Q: 3 clusters Score -91893.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -91895.664062 Penalty: 675.707581
	Iteration 49Q: 3 clusters Score -91895.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -91898.328125 Penalty: 675.707581
	Iteration 50Q: 3 clusters Score -91898.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -91900.648438 Penalty: 675.707581
	Iteration 51Q: 3 clusters Score -91900.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -91903.265625 Penalty: 675.707581
	Iteration 52Q: 3 clusters Score -91903.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -91905.734375 Penalty: 675.707581
	Iteration 53Q: 3 clusters Score -91905.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -91908.757812 Penalty: 675.707581
	Iteration 54Q: 3 clusters Score -91908.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -91909.726562 Penalty: 675.707581
	Iteration 55Q: 3 clusters Score -91909.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -91910.609375 Penalty: 675.707581
	Iteration 56Q: 3 clusters Score -91910.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -91911.148438 Penalty: 675.707581
	Iteration 57Q: 3 clusters Score -91911.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -91911.148438 Penalty: 675.707581
	Iteration 58F: 3 clusters Score -91911.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Entering Unmasked Estep 
Score: -128230.359375 Penalty: 357.970734
	Iteration 0F: 2 clusters Score -128230.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -126395.070312 Penalty: 715.941467
	Iteration 0F: 3 clusters Score -126395.1 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -127049.429688 Penalty: 715.941467
	Iteration 1F: 3 clusters Score -127049.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127176.289062 Penalty: 715.941467
	Iteration 2F: 3 clusters Score -127176.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -127289.312500 Penalty: 715.941467
	Iteration 3F: 3 clusters Score -127289.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -127416.117188 Penalty: 715.941467
	Iteration 4F: 3 clusters Score -127416.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -127505.039062 Penalty: 715.941467
	Iteration 5F: 3 clusters Score -127505 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -127566.718750 Penalty: 715.941467
	Iteration 6Q: 3 clusters Score -127566.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -127655.781250 Penalty: 715.941467
	Iteration 7Q: 3 clusters Score -127655.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -127767.140625 Penalty: 715.941467
	Iteration 8Q: 3 clusters Score -127767.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -127845.835938 Penalty: 715.941467
	Iteration 9Q: 3 clusters Score -127845.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -127902.937500 Penalty: 715.941467
	Iteration 10Q: 3 clusters Score -127902.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -127949.023438 Penalty: 715.941467
	Iteration 11Q: 3 clusters Score -127949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -127979.703125 Penalty: 715.941467
	Iteration 12Q: 3 clusters Score -127979.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -127999.070312 Penalty: 715.941467
	Iteration 13Q: 3 clusters Score -127999.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -128011.890625 Penalty: 715.941467
	Iteration 14Q: 3 clusters Score -128011.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -128021.250000 Penalty: 715.941467
	Iteration 15Q: 3 clusters Score -128021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -128024.468750 Penalty: 715.941467
	Iteration 16Q: 3 clusters Score -128024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128027.765625 Penalty: 715.941467
	Iteration 17Q: 3 clusters Score -128027.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128029.320312 Penalty: 715.941467
	Iteration 18Q: 3 clusters Score -128029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128030.695312 Penalty: 715.941467
	Iteration 19Q: 3 clusters Score -128030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -128031.312500 Penalty: 715.941467
	Iteration 20F: 3 clusters Score -128031.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128032.210938 Penalty: 715.941467
	Iteration 21Q: 3 clusters Score -128032.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128033.859375 Penalty: 715.941467
	Iteration 22Q: 3 clusters Score -128033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128034.304688 Penalty: 715.941467
	Iteration 23Q: 3 clusters Score -128034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128034.742188 Penalty: 715.941467
	Iteration 24Q: 3 clusters Score -128034.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128034.984375 Penalty: 715.941467
	Iteration 25Q: 3 clusters Score -128035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128035.773438 Penalty: 715.941467
	Iteration 26Q: 3 clusters Score -128035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -128036.210938 Penalty: 715.941467
	Iteration 27Q: 3 clusters Score -128036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128036.828125 Penalty: 715.941467
	Iteration 28Q: 3 clusters Score -128036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128037.078125 Penalty: 715.941467
	Iteration 29Q: 3 clusters Score -128037.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -128037.078125 Penalty: 715.941467
	Iteration 30F: 3 clusters Score -128037.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (109291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109291 members 
Entering Unmasked Estep 
Score: -5974611.000000 Penalty: 527.880493
	Iteration 0F: 2 clusters Score -5974611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -5902873.000000 Penalty: 1055.760986
	Iteration 0F: 3 clusters Score -5902873 nChanged 53341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -5934623.500000 Penalty: 1055.760986
	Iteration 1F: 3 clusters Score -5934624 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -5935210.500000 Penalty: 1055.760986
	Iteration 2Q: 3 clusters Score -5935210 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -5935916.500000 Penalty: 1055.760986
	Iteration 3Q: 3 clusters Score -5935916 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -5936716.000000 Penalty: 1055.760986
	Iteration 4Q: 3 clusters Score -5936716 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -5937812.000000 Penalty: 1055.760986
	Iteration 5Q: 3 clusters Score -5937812 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -5939475.500000 Penalty: 1055.760986
	Iteration 6Q: 3 clusters Score -5939476 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -5942364.500000 Penalty: 1055.760986
	Iteration 7Q: 3 clusters Score -5942364 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -5947198.000000 Penalty: 1055.760986
	Iteration 8F: 3 clusters Score -5947198 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -5954350.000000 Penalty: 1055.760986
	Iteration 9F: 3 clusters Score -5954350 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 95505 members 
Entering Unmasked Estep 
Score: -5962045.500000 Penalty: 1055.760986
	Iteration 10F: 3 clusters Score -5962046 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
Score: -5968364.500000 Penalty: 1055.760986
	Iteration 11F: 3 clusters Score -5968364 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -5971889.000000 Penalty: 1055.760986
	Iteration 12Q: 3 clusters Score -5971889 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 108265 members 
Entering Unmasked Estep 
Score: -5973351.500000 Penalty: 1055.760986
	Iteration 13Q: 3 clusters Score -5973352 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 108966 members 
Entering Unmasked Estep 
Score: -5973874.000000 Penalty: 1055.760986
	Iteration 14Q: 3 clusters Score -5973874 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -5974078.000000 Penalty: 1055.760986
	Iteration 15Q: 3 clusters Score -5974078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 109228 members 
Entering Unmasked Estep 
Score: -5974125.500000 Penalty: 1055.760986
	Iteration 16Q: 3 clusters Score -5974126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 109240 members 
Entering Unmasked Estep 
Score: -5974145.500000 Penalty: 1055.760986
	Iteration 17Q: 3 clusters Score -5974146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 109243 members 
Entering Unmasked Estep 
Score: -5974154.000000 Penalty: 1055.760986
	Iteration 18Q: 3 clusters Score -5974154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 109242 members 
Entering Unmasked Estep 
Score: -5974155.500000 Penalty: 1055.760986
	Iteration 19Q: 3 clusters Score -5974156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 109240 members 
Entering Unmasked Estep 
Score: -5974154.500000 Penalty: 1055.760986
	Iteration 20F: 3 clusters Score -5974154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Entering Unmasked Estep 
Score: -1249075.875000 Penalty: 456.682098
	Iteration 0F: 2 clusters Score -1249076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1233877.875000 Penalty: 913.364197
	Iteration 0F: 3 clusters Score -1233878 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1240116.875000 Penalty: 913.364197
	Iteration 1F: 3 clusters Score -1240117 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1240476.625000 Penalty: 913.364197
	Iteration 2Q: 3 clusters Score -1240477 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1240973.250000 Penalty: 913.364197
	Iteration 3Q: 3 clusters Score -1240973 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1241769.125000 Penalty: 913.364197
	Iteration 4F: 3 clusters Score -1241769 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1242966.875000 Penalty: 913.364197
	Iteration 5F: 3 clusters Score -1242967 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1244489.250000 Penalty: 913.364197
	Iteration 6F: 3 clusters Score -1244489 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1245818.000000 Penalty: 913.364197
	Iteration 7F: 3 clusters Score -1245818 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1246678.625000 Penalty: 913.364197
	Iteration 8Q: 3 clusters Score -1246679 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1247216.625000 Penalty: 913.364197
	Iteration 9Q: 3 clusters Score -1247217 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1247545.500000 Penalty: 913.364197
	Iteration 10Q: 3 clusters Score -1247546 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1247787.375000 Penalty: 913.364197
	Iteration 11Q: 3 clusters Score -1247787 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1247967.625000 Penalty: 913.364197
	Iteration 12Q: 3 clusters Score -1247968 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1248108.125000 Penalty: 913.364197
	Iteration 13Q: 3 clusters Score -1248108 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1248225.375000 Penalty: 913.364197
	Iteration 14Q: 3 clusters Score -1248225 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1248333.875000 Penalty: 913.364197
	Iteration 15Q: 3 clusters Score -1248334 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1248421.125000 Penalty: 913.364197
	Iteration 16Q: 3 clusters Score -1248421 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1248481.500000 Penalty: 913.364197
	Iteration 17Q: 3 clusters Score -1248482 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1248529.375000 Penalty: 913.364197
	Iteration 18Q: 3 clusters Score -1248529 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1248553.125000 Penalty: 913.364197
	Iteration 19Q: 3 clusters Score -1248553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1248578.250000 Penalty: 913.364197
	Iteration 20F: 3 clusters Score -1248578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1248601.750000 Penalty: 913.364197
	Iteration 21Q: 3 clusters Score -1248602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1248619.500000 Penalty: 913.364197
	Iteration 22Q: 3 clusters Score -1248620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1248631.750000 Penalty: 913.364197
	Iteration 23Q: 3 clusters Score -1248632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1248647.250000 Penalty: 913.364197
	Iteration 24Q: 3 clusters Score -1248647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1248661.125000 Penalty: 913.364197
	Iteration 25Q: 3 clusters Score -1248661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1248670.375000 Penalty: 913.364197
	Iteration 26Q: 3 clusters Score -1248670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1248676.000000 Penalty: 913.364197
	Iteration 27Q: 3 clusters Score -1248676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1248679.750000 Penalty: 913.364197
	Iteration 28Q: 3 clusters Score -1248680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1248685.625000 Penalty: 913.364197
	Iteration 29Q: 3 clusters Score -1248686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1248688.000000 Penalty: 913.364197
	Iteration 30Q: 3 clusters Score -1248688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1248690.000000 Penalty: 913.364197
	Iteration 31Q: 3 clusters Score -1248690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1248692.625000 Penalty: 913.364197
	Iteration 32Q: 3 clusters Score -1248693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1248693.500000 Penalty: 913.364197
	Iteration 33Q: 3 clusters Score -1248694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1248699.875000 Penalty: 913.364197
	Iteration 34Q: 3 clusters Score -1248700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1248705.625000 Penalty: 913.364197
	Iteration 35Q: 3 clusters Score -1248706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1248709.250000 Penalty: 913.364197
	Iteration 36Q: 3 clusters Score -1248709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1248709.500000 Penalty: 913.364197
	Iteration 37Q: 3 clusters Score -1248710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1248712.875000 Penalty: 913.364197
	Iteration 38Q: 3 clusters Score -1248713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1248714.250000 Penalty: 913.364197
	Iteration 39Q: 3 clusters Score -1248714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1248713.875000 Penalty: 913.364197
	Iteration 40F: 3 clusters Score -1248714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1248714.500000 Penalty: 913.364197
	Iteration 41Q: 3 clusters Score -1248714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1248714.500000 Penalty: 913.364197
	Iteration 42Q: 3 clusters Score -1248714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1248715.500000 Penalty: 913.364197
	Iteration 43Q: 3 clusters Score -1248716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1248715.500000 Penalty: 913.364197
	Iteration 44F: 3 clusters Score -1248716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120712 members 
Entering Unmasked Estep 
Score: -6504877.000000 Penalty: 532.402954
	Iteration 0F: 2 clusters Score -6504877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -6428798.500000 Penalty: 1064.805908
	Iteration 0F: 3 clusters Score -6428798 nChanged 59126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -6466514.000000 Penalty: 1064.805908
	Iteration 1F: 3 clusters Score -6466514 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -6470224.000000 Penalty: 1064.805908
	Iteration 2F: 3 clusters Score -6470224 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -6477065.500000 Penalty: 1064.805908
	Iteration 3F: 3 clusters Score -6477066 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -6487519.000000 Penalty: 1064.805908
	Iteration 4F: 3 clusters Score -6487519 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -6498413.500000 Penalty: 1064.805908
	Iteration 5F: 3 clusters Score -6498414 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -6503336.000000 Penalty: 1064.805908
	Iteration 6F: 3 clusters Score -6503336 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -6505117.000000 Penalty: 1064.805908
	Iteration 7Q: 3 clusters Score -6505117 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 86908 members 
Entering Unmasked Estep 
Score: -6506096.500000 Penalty: 1064.805908
	Iteration 8Q: 3 clusters Score -6506096 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -6506529.500000 Penalty: 1064.805908
	Iteration 9Q: 3 clusters Score -6506530 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -6506886.500000 Penalty: 1064.805908
	Iteration 10Q: 3 clusters Score -6506886 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -6506985.000000 Penalty: 1064.805908
	Iteration 11Q: 3 clusters Score -6506985 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -6507031.000000 Penalty: 1064.805908
	Iteration 12Q: 3 clusters Score -6507031 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -6507076.000000 Penalty: 1064.805908
	Iteration 13Q: 3 clusters Score -6507076 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -6507082.500000 Penalty: 1064.805908
	Iteration 14Q: 3 clusters Score -6507082 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -6507076.000000 Penalty: 1064.805908
	Iteration 15Q: 3 clusters Score -6507076 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -6507084.000000 Penalty: 1064.805908
	Iteration 16Q: 3 clusters Score -6507084 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -6507075.500000 Penalty: 1064.805908
	Iteration 17Q: 3 clusters Score -6507076 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -6507064.500000 Penalty: 1064.805908
	Iteration 18Q: 3 clusters Score -6507064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -6507055.500000 Penalty: 1064.805908
	Iteration 19Q: 3 clusters Score -6507056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 87520 members 
Entering Unmasked Estep 
Score: -6507035.500000 Penalty: 1064.805908
	Iteration 20F: 3 clusters Score -6507036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -6507025.000000 Penalty: 1064.805908
	Iteration 21Q: 3 clusters Score -6507025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -6507015.500000 Penalty: 1064.805908
	Iteration 22Q: 3 clusters Score -6507016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -6507021.000000 Penalty: 1064.805908
	Iteration 23Q: 3 clusters Score -6507021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -6507018.500000 Penalty: 1064.805908
	Iteration 24Q: 3 clusters Score -6507018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -6507008.500000 Penalty: 1064.805908
	Iteration 25Q: 3 clusters Score -6507008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -6507005.500000 Penalty: 1064.805908
	Iteration 26Q: 3 clusters Score -6507006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -6507003.500000 Penalty: 1064.805908
	Iteration 27Q: 3 clusters Score -6507004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 87652 members 
Entering Unmasked Estep 
Score: -6507003.500000 Penalty: 1064.805908
	Iteration 28Q: 3 clusters Score -6507004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 87660 members 
Entering Unmasked Estep 
Score: -6507002.000000 Penalty: 1064.805908
	Iteration 29Q: 3 clusters Score -6507002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 87668 members 
Entering Unmasked Estep 
Score: -6507001.500000 Penalty: 1064.805908
	Iteration 30Q: 3 clusters Score -6507002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -6507003.000000 Penalty: 1064.805908
	Iteration 31Q: 3 clusters Score -6507003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -6506997.000000 Penalty: 1064.805908
	Iteration 32Q: 3 clusters Score -6506997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -6507006.000000 Penalty: 1064.805908
	Iteration 33Q: 3 clusters Score -6507006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -6506997.000000 Penalty: 1064.805908
	Iteration 34Q: 3 clusters Score -6506997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -6507001.000000 Penalty: 1064.805908
	Iteration 35Q: 3 clusters Score -6507001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -6507002.000000 Penalty: 1064.805908
	Iteration 36Q: 3 clusters Score -6507002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 87751 members 
Entering Unmasked Estep 
Score: -6507000.000000 Penalty: 1064.805908
	Iteration 37Q: 3 clusters Score -6507000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 87755 members 
Entering Unmasked Estep 
Score: -6506998.000000 Penalty: 1064.805908
	Iteration 38Q: 3 clusters Score -6506998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -6507001.000000 Penalty: 1064.805908
	Iteration 39Q: 3 clusters Score -6507001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -6507002.500000 Penalty: 1064.805908
	Iteration 40F: 3 clusters Score -6507002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -6506997.500000 Penalty: 1064.805908
	Iteration 41Q: 3 clusters Score -6506998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -6506999.500000 Penalty: 1064.805908
	Iteration 42Q: 3 clusters Score -6507000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -6506996.000000 Penalty: 1064.805908
	Iteration 43Q: 3 clusters Score -6506996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 87780 members 
Entering Unmasked Estep 
Score: -6506996.000000 Penalty: 1064.805908
	Iteration 44F: 3 clusters Score -6506996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132633 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 131023 members 
Mstep: Class 8 contains 60630 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 83195 members 
Mstep: Class 11 contains 84949 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 32932 members 
Mstep: Class 21 contains 83619 members 
Mstep: Class 22 contains 87427 members 
Mstep: Class 23 contains 100566 members 
Mstep: Class 24 contains 13507 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 93934 members 
Mstep: Class 27 contains 163814 members 
Mstep: Class 28 contains 17015 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 66649 members 
Mstep: Class 31 contains 130514 members 
Mstep: Class 32 contains 87780 members 
Entering Unmasked Estep 
Score: -87334584.000000 Penalty: 20913.689453
Splitting cluster 20 changes total score from -87331888.000000 to -87334584.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (83619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Entering Unmasked Estep 
Score: -4448351.000000 Penalty: 515.698181
	Iteration 0F: 2 clusters Score -4448351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -4392443.000000 Penalty: 1031.396362
	Iteration 0F: 3 clusters Score -4392443 nChanged 40792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -4417870.500000 Penalty: 1031.396362
	Iteration 1F: 3 clusters Score -4417870 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -4421247.500000 Penalty: 1031.396362
	Iteration 2F: 3 clusters Score -4421248 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -4426830.500000 Penalty: 1031.396362
	Iteration 3F: 3 clusters Score -4426830 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -4433923.500000 Penalty: 1031.396362
	Iteration 4F: 3 clusters Score -4433924 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -4440231.500000 Penalty: 1031.396362
	Iteration 5F: 3 clusters Score -4440232 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 71169 members 
Entering Unmasked Estep 
Score: -4444061.500000 Penalty: 1031.396362
	Iteration 6Q: 3 clusters Score -4444062 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -4445800.000000 Penalty: 1031.396362
	Iteration 7Q: 3 clusters Score -4445800 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -4446667.000000 Penalty: 1031.396362
	Iteration 8Q: 3 clusters Score -4446667 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -4447148.500000 Penalty: 1031.396362
	Iteration 9Q: 3 clusters Score -4447148 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -4447501.000000 Penalty: 1031.396362
	Iteration 10Q: 3 clusters Score -4447501 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -4447775.000000 Penalty: 1031.396362
	Iteration 11Q: 3 clusters Score -4447775 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -4447990.000000 Penalty: 1031.396362
	Iteration 12Q: 3 clusters Score -4447990 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -4448124.000000 Penalty: 1031.396362
	Iteration 13Q: 3 clusters Score -4448124 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -4448253.500000 Penalty: 1031.396362
	Iteration 14Q: 3 clusters Score -4448254 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -4448335.500000 Penalty: 1031.396362
	Iteration 15Q: 3 clusters Score -4448336 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -4448393.000000 Penalty: 1031.396362
	Iteration 16Q: 3 clusters Score -4448393 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 79021 members 
Entering Unmasked Estep 
Score: -4448429.000000 Penalty: 1031.396362
	Iteration 17Q: 3 clusters Score -4448429 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -4448447.500000 Penalty: 1031.396362
	Iteration 18Q: 3 clusters Score -4448448 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -4448448.500000 Penalty: 1031.396362
	Iteration 19Q: 3 clusters Score -4448448 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -4448475.000000 Penalty: 1031.396362
	Iteration 20F: 3 clusters Score -4448475 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -4448489.000000 Penalty: 1031.396362
	Iteration 21Q: 3 clusters Score -4448489 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -4448492.500000 Penalty: 1031.396362
	Iteration 22Q: 3 clusters Score -4448492 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -4448473.000000 Penalty: 1031.396362
	Iteration 23Q: 3 clusters Score -4448473 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 80657 members 
Entering Unmasked Estep 
Score: -4448487.000000 Penalty: 1031.396362
	Iteration 24Q: 3 clusters Score -4448487 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -4448497.500000 Penalty: 1031.396362
	Iteration 25Q: 3 clusters Score -4448498 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -4448484.500000 Penalty: 1031.396362
	Iteration 26Q: 3 clusters Score -4448484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -4448497.500000 Penalty: 1031.396362
	Iteration 27Q: 3 clusters Score -4448498 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -4448517.000000 Penalty: 1031.396362
	Iteration 28Q: 3 clusters Score -4448517 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -4448518.000000 Penalty: 1031.396362
	Iteration 29Q: 3 clusters Score -4448518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -4448495.500000 Penalty: 1031.396362
	Iteration 30Q: 3 clusters Score -4448496 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -4448508.500000 Penalty: 1031.396362
	Iteration 31Q: 3 clusters Score -4448508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -4448516.500000 Penalty: 1031.396362
	Iteration 32Q: 3 clusters Score -4448516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 81701 members 
Entering Unmasked Estep 
Score: -4448522.500000 Penalty: 1031.396362
	Iteration 33Q: 3 clusters Score -4448522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
Score: -4448526.000000 Penalty: 1031.396362
	Iteration 34Q: 3 clusters Score -4448526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -4448525.000000 Penalty: 1031.396362
	Iteration 35Q: 3 clusters Score -4448525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -4448526.500000 Penalty: 1031.396362
	Iteration 36Q: 3 clusters Score -4448526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -4448519.500000 Penalty: 1031.396362
	Iteration 37Q: 3 clusters Score -4448520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 82074 members 
Entering Unmasked Estep 
Score: -4448537.500000 Penalty: 1031.396362
	Iteration 38Q: 3 clusters Score -4448538 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 82117 members 
Entering Unmasked Estep 
Score: -4448527.000000 Penalty: 1031.396362
	Iteration 39Q: 3 clusters Score -4448527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 82159 members 
Entering Unmasked Estep 
Score: -4448522.500000 Penalty: 1031.396362
	Iteration 40F: 3 clusters Score -4448522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -4448524.500000 Penalty: 1031.396362
	Iteration 41Q: 3 clusters Score -4448524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -4448527.500000 Penalty: 1031.396362
	Iteration 42Q: 3 clusters Score -4448528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -4448527.500000 Penalty: 1031.396362
	Iteration 43Q: 3 clusters Score -4448528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 82260 members 
Entering Unmasked Estep 
Score: -4448537.000000 Penalty: 1031.396362
	Iteration 44Q: 3 clusters Score -4448537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -4448535.500000 Penalty: 1031.396362
	Iteration 45Q: 3 clusters Score -4448536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -4448529.500000 Penalty: 1031.396362
	Iteration 46Q: 3 clusters Score -4448530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -4448526.000000 Penalty: 1031.396362
	Iteration 47Q: 3 clusters Score -4448526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -4448526.000000 Penalty: 1031.396362
	Iteration 48Q: 3 clusters Score -4448526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -4448528.500000 Penalty: 1031.396362
	Iteration 49Q: 3 clusters Score -4448528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -4448517.500000 Penalty: 1031.396362
	Iteration 50Q: 3 clusters Score -4448518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 82399 members 
Entering Unmasked Estep 
Score: -4448514.000000 Penalty: 1031.396362
	Iteration 51Q: 3 clusters Score -4448514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -4448516.000000 Penalty: 1031.396362
	Iteration 52Q: 3 clusters Score -4448516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -4448511.000000 Penalty: 1031.396362
	Iteration 53Q: 3 clusters Score -4448511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 82441 members 
Entering Unmasked Estep 
Score: -4448508.500000 Penalty: 1031.396362
	Iteration 54Q: 3 clusters Score -4448508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -4448505.000000 Penalty: 1031.396362
	Iteration 55Q: 3 clusters Score -4448505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -4448504.500000 Penalty: 1031.396362
	Iteration 56Q: 3 clusters Score -4448504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -4448503.500000 Penalty: 1031.396362
	Iteration 57Q: 3 clusters Score -4448504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -4448503.500000 Penalty: 1031.396362
	Iteration 58Q: 3 clusters Score -4448504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -4448500.500000 Penalty: 1031.396362
	Iteration 59Q: 3 clusters Score -4448500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 82479 members 
Entering Unmasked Estep 
Score: -4448500.000000 Penalty: 1031.396362
	Iteration 60F: 3 clusters Score -4448500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -4448500.000000 Penalty: 1031.396362
	Iteration 61Q: 3 clusters Score -4448500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -4448498.000000 Penalty: 1031.396362
	Iteration 62Q: 3 clusters Score -4448498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -4448500.000000 Penalty: 1031.396362
	Iteration 63Q: 3 clusters Score -4448500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -4448497.000000 Penalty: 1031.396362
	Iteration 64Q: 3 clusters Score -4448497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -4448499.500000 Penalty: 1031.396362
	Iteration 65Q: 3 clusters Score -4448500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -4448499.500000 Penalty: 1031.396362
	Iteration 66Q: 3 clusters Score -4448500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -4448498.000000 Penalty: 1031.396362
	Iteration 67Q: 3 clusters Score -4448498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -4448499.500000 Penalty: 1031.396362
	Iteration 68Q: 3 clusters Score -4448500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -4448501.000000 Penalty: 1031.396362
	Iteration 69Q: 3 clusters Score -4448501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -4448495.000000 Penalty: 1031.396362
	Iteration 70Q: 3 clusters Score -4448495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 82509 members 
Entering Unmasked Estep 
Score: -4448490.000000 Penalty: 1031.396362
	Iteration 71Q: 3 clusters Score -4448490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -4448488.000000 Penalty: 1031.396362
	Iteration 72Q: 3 clusters Score -4448488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -4448485.500000 Penalty: 1031.396362
	Iteration 73Q: 3 clusters Score -4448486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -4448488.500000 Penalty: 1031.396362
	Iteration 74Q: 3 clusters Score -4448488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -4448490.500000 Penalty: 1031.396362
	Iteration 75Q: 3 clusters Score -4448490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -4448492.000000 Penalty: 1031.396362
	Iteration 76Q: 3 clusters Score -4448492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -4448488.000000 Penalty: 1031.396362
	Iteration 77Q: 3 clusters Score -4448488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
Score: -4448487.500000 Penalty: 1031.396362
	Iteration 78Q: 3 clusters Score -4448488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -4448485.000000 Penalty: 1031.396362
	Iteration 79Q: 3 clusters Score -4448485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -4448487.500000 Penalty: 1031.396362
	Iteration 80F: 3 clusters Score -4448488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132633 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 131023 members 
Mstep: Class 8 contains 60630 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 83195 members 
Mstep: Class 11 contains 84949 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 32932 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 87427 members 
Mstep: Class 23 contains 100566 members 
Mstep: Class 24 contains 13507 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 93934 members 
Mstep: Class 27 contains 163814 members 
Mstep: Class 28 contains 17015 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 66649 members 
Mstep: Class 31 contains 130514 members 
Mstep: Class 32 contains 87780 members 
Mstep: Class 33 contains 82539 members 
Entering Unmasked Estep 
Score: -87334664.000000 Penalty: 21567.242188
Splitting cluster 21 changes total score from -87331888.000000 to -87334664.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (87427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Entering Unmasked Estep 
Score: -4714789.000000 Penalty: 517.724426
	Iteration 0F: 2 clusters Score -4714789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -4656203.000000 Penalty: 1035.448853
	Iteration 0F: 3 clusters Score -4656203 nChanged 42762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -4686120.000000 Penalty: 1035.448853
	Iteration 1F: 3 clusters Score -4686120 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -4692080.500000 Penalty: 1035.448853
	Iteration 2F: 3 clusters Score -4692080 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -4701310.500000 Penalty: 1035.448853
	Iteration 3F: 3 clusters Score -4701310 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -4709863.500000 Penalty: 1035.448853
	Iteration 4F: 3 clusters Score -4709864 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -4712512.500000 Penalty: 1035.448853
	Iteration 5Q: 3 clusters Score -4712512 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -4713036.500000 Penalty: 1035.448853
	Iteration 6Q: 3 clusters Score -4713036 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -4713335.000000 Penalty: 1035.448853
	Iteration 7Q: 3 clusters Score -4713335 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -4713508.500000 Penalty: 1035.448853
	Iteration 8Q: 3 clusters Score -4713508 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -4713598.000000 Penalty: 1035.448853
	Iteration 9Q: 3 clusters Score -4713598 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 66509 members 
Entering Unmasked Estep 
Score: -4713680.500000 Penalty: 1035.448853
	Iteration 10Q: 3 clusters Score -4713680 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -4713757.000000 Penalty: 1035.448853
	Iteration 11Q: 3 clusters Score -4713757 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -4713823.000000 Penalty: 1035.448853
	Iteration 12Q: 3 clusters Score -4713823 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -4713892.000000 Penalty: 1035.448853
	Iteration 13Q: 3 clusters Score -4713892 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -4713932.000000 Penalty: 1035.448853
	Iteration 14Q: 3 clusters Score -4713932 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -4713953.500000 Penalty: 1035.448853
	Iteration 15Q: 3 clusters Score -4713954 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 68888 members 
Entering Unmasked Estep 
Score: -4714011.000000 Penalty: 1035.448853
	Iteration 16Q: 3 clusters Score -4714011 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -4714026.500000 Penalty: 1035.448853
	Iteration 17Q: 3 clusters Score -4714026 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -4714072.500000 Penalty: 1035.448853
	Iteration 18Q: 3 clusters Score -4714072 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -4714098.500000 Penalty: 1035.448853
	Iteration 19Q: 3 clusters Score -4714098 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -4714121.500000 Penalty: 1035.448853
	Iteration 20F: 3 clusters Score -4714122 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -4714155.000000 Penalty: 1035.448853
	Iteration 21Q: 3 clusters Score -4714155 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -4714197.000000 Penalty: 1035.448853
	Iteration 22Q: 3 clusters Score -4714197 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -4714230.000000 Penalty: 1035.448853
	Iteration 23Q: 3 clusters Score -4714230 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -4714244.000000 Penalty: 1035.448853
	Iteration 24Q: 3 clusters Score -4714244 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -4714289.000000 Penalty: 1035.448853
	Iteration 25Q: 3 clusters Score -4714289 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -4714316.500000 Penalty: 1035.448853
	Iteration 26Q: 3 clusters Score -4714316 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 72692 members 
Entering Unmasked Estep 
Score: -4714318.000000 Penalty: 1035.448853
	Iteration 27Q: 3 clusters Score -4714318 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -4714304.000000 Penalty: 1035.448853
	Iteration 28Q: 3 clusters Score -4714304 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 73193 members 
Entering Unmasked Estep 
Score: -4714330.000000 Penalty: 1035.448853
	Iteration 29Q: 3 clusters Score -4714330 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -4714349.000000 Penalty: 1035.448853
	Iteration 30Q: 3 clusters Score -4714349 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -4714348.000000 Penalty: 1035.448853
	Iteration 31Q: 3 clusters Score -4714348 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -4714351.000000 Penalty: 1035.448853
	Iteration 32Q: 3 clusters Score -4714351 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -4714361.500000 Penalty: 1035.448853
	Iteration 33Q: 3 clusters Score -4714362 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -4714371.500000 Penalty: 1035.448853
	Iteration 34Q: 3 clusters Score -4714372 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -4714372.500000 Penalty: 1035.448853
	Iteration 35Q: 3 clusters Score -4714372 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -4714379.000000 Penalty: 1035.448853
	Iteration 36Q: 3 clusters Score -4714379 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -4714378.500000 Penalty: 1035.448853
	Iteration 37Q: 3 clusters Score -4714378 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -4714390.500000 Penalty: 1035.448853
	Iteration 38Q: 3 clusters Score -4714390 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -4714406.500000 Penalty: 1035.448853
	Iteration 39Q: 3 clusters Score -4714406 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -4714402.000000 Penalty: 1035.448853
	Iteration 40F: 3 clusters Score -4714402 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -4714418.000000 Penalty: 1035.448853
	Iteration 41Q: 3 clusters Score -4714418 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -4714438.000000 Penalty: 1035.448853
	Iteration 42Q: 3 clusters Score -4714438 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -4714445.000000 Penalty: 1035.448853
	Iteration 43Q: 3 clusters Score -4714445 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 75797 members 
Entering Unmasked Estep 
Score: -4714444.500000 Penalty: 1035.448853
	Iteration 44Q: 3 clusters Score -4714444 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -4714442.000000 Penalty: 1035.448853
	Iteration 45Q: 3 clusters Score -4714442 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -4714449.500000 Penalty: 1035.448853
	Iteration 46Q: 3 clusters Score -4714450 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -4714447.000000 Penalty: 1035.448853
	Iteration 47Q: 3 clusters Score -4714447 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 76304 members 
Entering Unmasked Estep 
Score: -4714457.000000 Penalty: 1035.448853
	Iteration 48Q: 3 clusters Score -4714457 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4714456 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4714466 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4714474 nChanged 101
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Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4714484 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 76812 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4714482 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4714488 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4714477 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 77041 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4714473 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4714460 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4714468 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 77181 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4714460 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4714469 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4714474 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4714466 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4714459 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4714464 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4714462 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 77386 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4714461 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4714452 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4714453 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4714445 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4714454 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4714446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 77567 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4714456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4714447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 77661 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4714458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4714454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4714454 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 77777 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4714446 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4714443 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4714448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4714452 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4714456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 77954 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4714460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4714454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4714458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4714451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4714456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4714462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4714470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4714464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4714466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4714460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4714466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4714462 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4714462 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4714468 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4714469 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4714464 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4714463 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4714468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4714461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4714456 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4714456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4714456 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4714456 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4714460 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4714470 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4714467 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4714466 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4714468 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4714473 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4714470 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4714468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 78646 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4714468 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 78649 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4714468 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4714466 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4714464 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4714470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4714472 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 78672 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4714470 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 78674 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4714469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (100566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -5257114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Mstep: Class 1 contains 50213 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5189738 nChanged 49144
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Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 53905 members 
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	Iteration 1F: 3 clusters Score -5220401 nChanged 4896
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Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5222863 nChanged 5776
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Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 56283 members 
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	Iteration 3F: 3 clusters Score -5226556 nChanged 6732
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5231668 nChanged 7382
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Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5237760 nChanged 6940
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5242542 nChanged 4903
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5244611 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5245498 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5246132 nChanged 1890
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5246821 nChanged 1921
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5247576 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -5248233.500000 Penalty: 1048.189819
	Iteration 12Q: 3 clusters Score -5248234 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5248841 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5249468 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5250003 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -5250440.000000 Penalty: 1048.189819
	Iteration 16Q: 3 clusters Score -5250440 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -5250663.000000 Penalty: 1048.189819
	Iteration 17Q: 3 clusters Score -5250663 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5250874 nChanged 814
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5257293 nChanged 5
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Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5257290.000000 Penalty: 1048.189819
	Iteration 204Q: 3 clusters Score -5257290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5257285.500000 Penalty: 1048.189819
	Iteration 205Q: 3 clusters Score -5257286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5257280.500000 Penalty: 1048.189819
	Iteration 206Q: 3 clusters Score -5257280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99569 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5257279.500000 Penalty: 1048.189819
	Iteration 207Q: 3 clusters Score -5257280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5257278.000000 Penalty: 1048.189819
	Iteration 208Q: 3 clusters Score -5257278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99589 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5257278.500000 Penalty: 1048.189819
	Iteration 209Q: 3 clusters Score -5257278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5257274.000000 Penalty: 1048.189819
	Iteration 210Q: 3 clusters Score -5257274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99604 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5257278.000000 Penalty: 1048.189819
	Iteration 211Q: 3 clusters Score -5257278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99614 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5257276.000000 Penalty: 1048.189819
	Iteration 212Q: 3 clusters Score -5257276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5257273.500000 Penalty: 1048.189819
	Iteration 213Q: 3 clusters Score -5257274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99621 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5257271.500000 Penalty: 1048.189819
	Iteration 214Q: 3 clusters Score -5257272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99622 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5257272.000000 Penalty: 1048.189819
	Iteration 215Q: 3 clusters Score -5257272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5257269.500000 Penalty: 1048.189819
	Iteration 216Q: 3 clusters Score -5257270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5257269.500000 Penalty: 1048.189819
	Iteration 217Q: 3 clusters Score -5257270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5257272.000000 Penalty: 1048.189819
	Iteration 218Q: 3 clusters Score -5257272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99630 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5257272.000000 Penalty: 1048.189819
	Iteration 219Q: 3 clusters Score -5257272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5257268.000000 Penalty: 1048.189819
	Iteration 220F: 3 clusters Score -5257268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5257267.500000 Penalty: 1048.189819
	Iteration 221Q: 3 clusters Score -5257268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5257268.000000 Penalty: 1048.189819
	Iteration 222Q: 3 clusters Score -5257268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5257267.500000 Penalty: 1048.189819
	Iteration 223Q: 3 clusters Score -5257268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5257269.500000 Penalty: 1048.189819
	Iteration 224Q: 3 clusters Score -5257270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5257271.500000 Penalty: 1048.189819
	Iteration 225Q: 3 clusters Score -5257272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99640 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5257269.500000 Penalty: 1048.189819
	Iteration 226Q: 3 clusters Score -5257270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99640 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5257269.500000 Penalty: 1048.189819
	Iteration 227F: 3 clusters Score -5257270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132633 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 131023 members 
Mstep: Class 8 contains 60630 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 83195 members 
Mstep: Class 11 contains 84949 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 32932 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 87427 members 
Mstep: Class 23 contains 99640 members 
Mstep: Class 24 contains 13507 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 93934 members 
Mstep: Class 27 contains 163814 members 
Mstep: Class 28 contains 17015 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 66649 members 
Mstep: Class 31 contains 130514 members 
Mstep: Class 32 contains 87780 members 
Mstep: Class 33 contains 82539 members 
Mstep: Class 34 contains 926 members 
Entering Unmasked Estep 
Score: -87334352.000000 Penalty: 22220.794922
Splitting cluster 23 changes total score from -87331888.000000 to -87334352.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (13507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Entering Unmasked Estep 
Score: -653890.312500 Penalty: 432.748840
	Iteration 0F: 2 clusters Score -653890.3 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 6708 members 
Entering Unmasked Estep 
Score: -644882.250000 Penalty: 865.497681
	Iteration 0F: 3 clusters Score -644882.2 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -649623.437500 Penalty: 865.497681
	Iteration 1F: 3 clusters Score -649623.4 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -652168.625000 Penalty: 865.497681
	Iteration 2F: 3 clusters Score -652168.6 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -654680.562500 Penalty: 865.497681
	Iteration 3F: 3 clusters Score -654680.6 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -655863.125000 Penalty: 865.497681
	Iteration 4F: 3 clusters Score -655863.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -656182.375000 Penalty: 865.497681
	Iteration 5Q: 3 clusters Score -656182.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -656267.750000 Penalty: 865.497681
	Iteration 6Q: 3 clusters Score -656267.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -656301.000000 Penalty: 865.497681
	Iteration 7Q: 3 clusters Score -656301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -656322.562500 Penalty: 865.497681
	Iteration 8Q: 3 clusters Score -656322.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -656330.812500 Penalty: 865.497681
	Iteration 9Q: 3 clusters Score -656330.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -656337.312500 Penalty: 865.497681
	Iteration 10Q: 3 clusters Score -656337.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -656344.562500 Penalty: 865.497681
	Iteration 11Q: 3 clusters Score -656344.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -656346.312500 Penalty: 865.497681
	Iteration 12Q: 3 clusters Score -656346.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -656349.562500 Penalty: 865.497681
	Iteration 13Q: 3 clusters Score -656349.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -656351.187500 Penalty: 865.497681
	Iteration 14Q: 3 clusters Score -656351.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -656356.187500 Penalty: 865.497681
	Iteration 15Q: 3 clusters Score -656356.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -656359.000000 Penalty: 865.497681
	Iteration 16Q: 3 clusters Score -656359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -656360.562500 Penalty: 865.497681
	Iteration 17Q: 3 clusters Score -656360.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -656361.750000 Penalty: 865.497681
	Iteration 18Q: 3 clusters Score -656361.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -656361.125000 Penalty: 865.497681
	Iteration 19Q: 3 clusters Score -656361.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -656363.125000 Penalty: 865.497681
	Iteration 20F: 3 clusters Score -656363.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -656362.812500 Penalty: 865.497681
	Iteration 21Q: 3 clusters Score -656362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -656363.312500 Penalty: 865.497681
	Iteration 22Q: 3 clusters Score -656363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -656362.000000 Penalty: 865.497681
	Iteration 23Q: 3 clusters Score -656362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -656361.937500 Penalty: 865.497681
	Iteration 24Q: 3 clusters Score -656361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -656362.125000 Penalty: 865.497681
	Iteration 25Q: 3 clusters Score -656362.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -656363.500000 Penalty: 865.497681
	Iteration 26Q: 3 clusters Score -656363.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -656366.500000 Penalty: 865.497681
	Iteration 27Q: 3 clusters Score -656366.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -656366.125000 Penalty: 865.497681
	Iteration 28Q: 3 clusters Score -656366.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -656365.625000 Penalty: 865.497681
	Iteration 29Q: 3 clusters Score -656365.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -656366.000000 Penalty: 865.497681
	Iteration 30Q: 3 clusters Score -656366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -656366.187500 Penalty: 865.497681
	Iteration 31Q: 3 clusters Score -656366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -656366.375000 Penalty: 865.497681
	Iteration 32Q: 3 clusters Score -656366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -656367.312500 Penalty: 865.497681
	Iteration 33Q: 3 clusters Score -656367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -656369.687500 Penalty: 865.497681
	Iteration 34Q: 3 clusters Score -656369.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -656367.500000 Penalty: 865.497681
	Iteration 35Q: 3 clusters Score -656367.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -656369.375000 Penalty: 865.497681
	Iteration 36Q: 3 clusters Score -656369.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -656368.812500 Penalty: 865.497681
	Iteration 37Q: 3 clusters Score -656368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -656368.500000 Penalty: 865.497681
	Iteration 38Q: 3 clusters Score -656368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -656369.375000 Penalty: 865.497681
	Iteration 39Q: 3 clusters Score -656369.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -656369.812500 Penalty: 865.497681
	Iteration 40F: 3 clusters Score -656369.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -656369.875000 Penalty: 865.497681
	Iteration 41Q: 3 clusters Score -656369.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -656369.875000 Penalty: 865.497681
	Iteration 42Q: 3 clusters Score -656369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -656371.812500 Penalty: 865.497681
	Iteration 43Q: 3 clusters Score -656371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -656371.312500 Penalty: 865.497681
	Iteration 44Q: 3 clusters Score -656371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -656371.312500 Penalty: 865.497681
	Iteration 45F: 3 clusters Score -656371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132633 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 131023 members 
Mstep: Class 8 contains 60630 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 83195 members 
Mstep: Class 11 contains 84949 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 32932 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 87427 members 
Mstep: Class 23 contains 99640 members 
Mstep: Class 24 contains 12037 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 93934 members 
Mstep: Class 27 contains 163814 members 
Mstep: Class 28 contains 17015 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 66649 members 
Mstep: Class 31 contains 130514 members 
Mstep: Class 32 contains 87780 members 
Mstep: Class 33 contains 82539 members 
Mstep: Class 34 contains 926 members 
Mstep: Class 35 contains 1470 members 
Entering Unmasked Estep 
Score: -87336408.000000 Penalty: 22874.347656
Splitting cluster 24 changes total score from -87331888.000000 to -87336408.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 25 (76669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Entering Unmasked Estep 
Score: -4067589.000000 Penalty: 511.750000
	Iteration 0F: 2 clusters Score -4067589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -4016076.250000 Penalty: 1023.500000
	Iteration 0F: 3 clusters Score -4016076 nChanged 37354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -4040621.750000 Penalty: 1023.500000
	Iteration 1F: 3 clusters Score -4040622 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -4043461.750000 Penalty: 1023.500000
	Iteration 2F: 3 clusters Score -4043462 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -4047571.500000 Penalty: 1023.500000
	Iteration 3F: 3 clusters Score -4047572 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -4052232.000000 Penalty: 1023.500000
	Iteration 4F: 3 clusters Score -4052232 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -4055274.250000 Penalty: 1023.500000
	Iteration 5F: 3 clusters Score -4055274 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -4056398.250000 Penalty: 1023.500000
	Iteration 6Q: 3 clusters Score -4056398 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4056770.750000 Penalty: 1023.500000
	Iteration 7Q: 3 clusters Score -4056771 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -4057111.500000 Penalty: 1023.500000
	Iteration 8Q: 3 clusters Score -4057112 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -4057412.750000 Penalty: 1023.500000
	Iteration 9Q: 3 clusters Score -4057413 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4058246 nChanged 1315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4059613 nChanged 1338
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Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4060115 nChanged 1288
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Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4060569 nChanged 1218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4061357 nChanged 1067
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4061714 nChanged 996
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4061982 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4062238 nChanged 858
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Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4062446 nChanged 779
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4062602 nChanged 761
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4062790 nChanged 753
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4062974 nChanged 773
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4063135 nChanged 697
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4063269 nChanged 651
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Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4063386 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56988 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4063512 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4063606 nChanged 607
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4063717 nChanged 578
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4063812 nChanged 574
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Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4063908 nChanged 578
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4064006 nChanged 578
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Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4064123 nChanged 573
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Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4064321.250000 Penalty: 1023.500000
	Iteration 37Q: 3 clusters Score -4064321 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4064431 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4064575 nChanged 641
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4064709 nChanged 660
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Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4064840 nChanged 697
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Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4065014 nChanged 662
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Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 11087 members 
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	Iteration 43Q: 3 clusters Score -4065196 nChanged 624
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Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4065320 nChanged 667
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Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4065483 nChanged 627
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Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4065650 nChanged 583
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Mstep: Class 1 contains 68083 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4065798 nChanged 539
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Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4065942 nChanged 539
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Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 7508 members 
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	Iteration 49Q: 3 clusters Score -4066104 nChanged 549
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Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4066269 nChanged 530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 6429 members 
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	Iteration 51Q: 3 clusters Score -4066409 nChanged 467
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Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 5962 members 
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	Iteration 52Q: 3 clusters Score -4066522 nChanged 418
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Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 5544 members 
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	Iteration 53Q: 3 clusters Score -4066599 nChanged 380
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4066698 nChanged 345
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Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 4819 members 
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	Iteration 55Q: 3 clusters Score -4066776 nChanged 304
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Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4066838 nChanged 278
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Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 3971 members 
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Mstep: Class 2 contains 3725 members 
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	Iteration 59Q: 3 clusters Score -4067038 nChanged 237
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Mstep: Class 1 contains 73181 members 
Mstep: Class 2 contains 3488 members 
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	Iteration 60F: 3 clusters Score -4067096 nChanged 227
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Mstep: Class 1 contains 73408 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4067132 nChanged 192
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Mstep: Class 1 contains 73600 members 
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	Iteration 62Q: 3 clusters Score -4067159 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73783 members 
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	Iteration 63Q: 3 clusters Score -4067184 nChanged 159
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Mstep: Class 1 contains 73942 members 
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	Iteration 64Q: 3 clusters Score -4067218 nChanged 135
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Mstep: Class 2 contains 2592 members 
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	Iteration 65Q: 3 clusters Score -4067242 nChanged 134
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Mstep: Class 1 contains 74211 members 
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	Iteration 66Q: 3 clusters Score -4067251 nChanged 128
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Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 2330 members 
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	Iteration 67Q: 3 clusters Score -4067263 nChanged 116
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Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4067278 nChanged 94
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Mstep: Class 1 contains 74547 members 
Mstep: Class 2 contains 2122 members 
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	Iteration 69Q: 3 clusters Score -4067297 nChanged 85
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4067324 nChanged 83
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Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 1954 members 
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	Iteration 71Q: 3 clusters Score -4067340 nChanged 70
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4067348 nChanged 74
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Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4067355 nChanged 90
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	Iteration 74Q: 3 clusters Score -4067372 nChanged 75
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Mstep: Class 1 contains 75024 members 
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	Iteration 75Q: 3 clusters Score -4067370 nChanged 70
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	Iteration 76Q: 3 clusters Score -4067376 nChanged 62
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	Iteration 77Q: 3 clusters Score -4067374 nChanged 59
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4067380 nChanged 52
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Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 1404 members 
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	Iteration 79Q: 3 clusters Score -4067388 nChanged 43
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Mstep: Class 1 contains 75308 members 
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	Iteration 80F: 3 clusters Score -4067400 nChanged 32
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Mstep: Class 1 contains 75340 members 
Mstep: Class 2 contains 1329 members 
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	Iteration 81Q: 3 clusters Score -4067405 nChanged 38
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Mstep: Class 2 contains 1291 members 
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	Iteration 82Q: 3 clusters Score -4067406 nChanged 40
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Mstep: Class 2 contains 1251 members 
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	Iteration 83Q: 3 clusters Score -4067415 nChanged 38
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	Iteration 84Q: 3 clusters Score -4067428 nChanged 36
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Mstep: Class 2 contains 1177 members 
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	Iteration 85Q: 3 clusters Score -4067436 nChanged 29
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Mstep: Class 2 contains 1148 members 
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	Iteration 86Q: 3 clusters Score -4067436 nChanged 28
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Mstep: Class 2 contains 1120 members 
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	Iteration 87Q: 3 clusters Score -4067438 nChanged 24
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Mstep: Class 2 contains 1096 members 
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	Iteration 88Q: 3 clusters Score -4067439 nChanged 24
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	Iteration 89Q: 3 clusters Score -4067443 nChanged 26
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Mstep: Class 2 contains 1050 members 
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	Iteration 90Q: 3 clusters Score -4067441 nChanged 24
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Mstep: Class 2 contains 1026 members 
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	Iteration 91Q: 3 clusters Score -4067446 nChanged 34
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	Iteration 92Q: 3 clusters Score -4067460 nChanged 25
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	Iteration 93Q: 3 clusters Score -4067465 nChanged 26
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	Iteration 94Q: 3 clusters Score -4067466 nChanged 16
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	Iteration 95Q: 3 clusters Score -4067464 nChanged 9
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	Iteration 96Q: 3 clusters Score -4067468 nChanged 7
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	Iteration 97Q: 3 clusters Score -4067468 nChanged 5
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	Iteration 98Q: 3 clusters Score -4067466 nChanged 5
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	Iteration 99Q: 3 clusters Score -4067474 nChanged 4
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4067472 nChanged 6
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	Iteration 101Q: 3 clusters Score -4067470 nChanged 4
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	Iteration 102Q: 3 clusters Score -4067470 nChanged 4
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Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4067467.000000 Penalty: 1023.500000
	Iteration 103Q: 3 clusters Score -4067467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4067466.250000 Penalty: 1023.500000
	Iteration 104Q: 3 clusters Score -4067466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4067467.500000 Penalty: 1023.500000
	Iteration 105Q: 3 clusters Score -4067468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4067466.750000 Penalty: 1023.500000
	Iteration 106Q: 3 clusters Score -4067467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4067470.000000 Penalty: 1023.500000
	Iteration 107Q: 3 clusters Score -4067470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4067471.000000 Penalty: 1023.500000
	Iteration 108Q: 3 clusters Score -4067471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4067472.000000 Penalty: 1023.500000
	Iteration 109Q: 3 clusters Score -4067472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4067475.500000 Penalty: 1023.500000
	Iteration 110Q: 3 clusters Score -4067476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4067475.500000 Penalty: 1023.500000
	Iteration 111F: 3 clusters Score -4067476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (93934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93934 members 
Entering Unmasked Estep 
Score: -4922805.500000 Penalty: 520.990845
	Iteration 0F: 2 clusters Score -4922806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -4859858.000000 Penalty: 1041.981689
	Iteration 0F: 3 clusters Score -4859858 nChanged 45822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -4887563.000000 Penalty: 1041.981689
	Iteration 1F: 3 clusters Score -4887563 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 56347 members 
Entering Unmasked Estep 
Score: -4889498.000000 Penalty: 1041.981689
	Iteration 2F: 3 clusters Score -4889498 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -4893173.000000 Penalty: 1041.981689
	Iteration 3F: 3 clusters Score -4893173 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -4899213.500000 Penalty: 1041.981689
	Iteration 4F: 3 clusters Score -4899214 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 74900 members 
Entering Unmasked Estep 
Score: -4907119.500000 Penalty: 1041.981689
	Iteration 5F: 3 clusters Score -4907120 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -4914243.000000 Penalty: 1041.981689
	Iteration 6F: 3 clusters Score -4914243 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -4918167.500000 Penalty: 1041.981689
	Iteration 7Q: 3 clusters Score -4918168 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -4919809.500000 Penalty: 1041.981689
	Iteration 8Q: 3 clusters Score -4919810 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -4920604.000000 Penalty: 1041.981689
	Iteration 9Q: 3 clusters Score -4920604 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 86894 members 
Entering Unmasked Estep 
Score: -4921220.000000 Penalty: 1041.981689
	Iteration 10Q: 3 clusters Score -4921220 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -4921667.000000 Penalty: 1041.981689
	Iteration 11Q: 3 clusters Score -4921667 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -4922072.500000 Penalty: 1041.981689
	Iteration 12Q: 3 clusters Score -4922072 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -4922396.500000 Penalty: 1041.981689
	Iteration 13Q: 3 clusters Score -4922396 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -4922657.500000 Penalty: 1041.981689
	Iteration 14Q: 3 clusters Score -4922658 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -4922839.000000 Penalty: 1041.981689
	Iteration 15Q: 3 clusters Score -4922839 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -4922973.500000 Penalty: 1041.981689
	Iteration 16Q: 3 clusters Score -4922974 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
Score: -4923058.000000 Penalty: 1041.981689
	Iteration 17Q: 3 clusters Score -4923058 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -4923125.500000 Penalty: 1041.981689
	Iteration 18Q: 3 clusters Score -4923126 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 89949 members 
Entering Unmasked Estep 
Score: -4923178.000000 Penalty: 1041.981689
	Iteration 19Q: 3 clusters Score -4923178 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -4923216.500000 Penalty: 1041.981689
	Iteration 20F: 3 clusters Score -4923216 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 90140 members 
Entering Unmasked Estep 
Score: -4923245.500000 Penalty: 1041.981689
	Iteration 21Q: 3 clusters Score -4923246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -4923268.500000 Penalty: 1041.981689
	Iteration 22Q: 3 clusters Score -4923268 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -4923299.500000 Penalty: 1041.981689
	Iteration 23Q: 3 clusters Score -4923300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -4923317.000000 Penalty: 1041.981689
	Iteration 24Q: 3 clusters Score -4923317 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -4923359.500000 Penalty: 1041.981689
	Iteration 25Q: 3 clusters Score -4923360 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -4923381.000000 Penalty: 1041.981689
	Iteration 26Q: 3 clusters Score -4923381 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -4923396.500000 Penalty: 1041.981689
	Iteration 27Q: 3 clusters Score -4923396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 90396 members 
Entering Unmasked Estep 
Score: -4923409.000000 Penalty: 1041.981689
	Iteration 28Q: 3 clusters Score -4923409 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -4923423.500000 Penalty: 1041.981689
	Iteration 29Q: 3 clusters Score -4923424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -4923429.500000 Penalty: 1041.981689
	Iteration 30Q: 3 clusters Score -4923430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 90487 members 
Entering Unmasked Estep 
Score: -4923442.000000 Penalty: 1041.981689
	Iteration 31Q: 3 clusters Score -4923442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -4923435.000000 Penalty: 1041.981689
	Iteration 32Q: 3 clusters Score -4923435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 90530 members 
Entering Unmasked Estep 
Score: -4923435.500000 Penalty: 1041.981689
	Iteration 33Q: 3 clusters Score -4923436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 90541 members 
Entering Unmasked Estep 
Score: -4923438.500000 Penalty: 1041.981689
	Iteration 34Q: 3 clusters Score -4923438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
Score: -4923440.000000 Penalty: 1041.981689
	Iteration 35Q: 3 clusters Score -4923440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -4923431.500000 Penalty: 1041.981689
	Iteration 36Q: 3 clusters Score -4923432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 90589 members 
Entering Unmasked Estep 
Score: -4923427.500000 Penalty: 1041.981689
	Iteration 37Q: 3 clusters Score -4923428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -4923429.500000 Penalty: 1041.981689
	Iteration 38Q: 3 clusters Score -4923430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -4923434.500000 Penalty: 1041.981689
	Iteration 39Q: 3 clusters Score -4923434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -4923432.500000 Penalty: 1041.981689
	Iteration 40F: 3 clusters Score -4923432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -4923431.500000 Penalty: 1041.981689
	Iteration 41Q: 3 clusters Score -4923432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -4923430.000000 Penalty: 1041.981689
	Iteration 42Q: 3 clusters Score -4923430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -4923427.500000 Penalty: 1041.981689
	Iteration 43Q: 3 clusters Score -4923428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -4923427.000000 Penalty: 1041.981689
	Iteration 44Q: 3 clusters Score -4923427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -4923422.000000 Penalty: 1041.981689
	Iteration 45Q: 3 clusters Score -4923422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 90684 members 
Entering Unmasked Estep 
Score: -4923422.000000 Penalty: 1041.981689
	Iteration 46Q: 3 clusters Score -4923422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -4923422.500000 Penalty: 1041.981689
	Iteration 47Q: 3 clusters Score -4923422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 90706 members 
Entering Unmasked Estep 
Score: -4923414.500000 Penalty: 1041.981689
	Iteration 48Q: 3 clusters Score -4923414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -4923420.000000 Penalty: 1041.981689
	Iteration 49Q: 3 clusters Score -4923420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 90728 members 
Entering Unmasked Estep 
Score: -4923416.000000 Penalty: 1041.981689
	Iteration 50Q: 3 clusters Score -4923416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -4923416.500000 Penalty: 1041.981689
	Iteration 51Q: 3 clusters Score -4923416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -4923415.000000 Penalty: 1041.981689
	Iteration 52Q: 3 clusters Score -4923415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -4923414.000000 Penalty: 1041.981689
	Iteration 53Q: 3 clusters Score -4923414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -4923414.000000 Penalty: 1041.981689
	Iteration 54Q: 3 clusters Score -4923414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -4923413.000000 Penalty: 1041.981689
	Iteration 55Q: 3 clusters Score -4923413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -4923413.000000 Penalty: 1041.981689
	Iteration 56F: 3 clusters Score -4923413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132633 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 131023 members 
Mstep: Class 8 contains 60630 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 83195 members 
Mstep: Class 11 contains 84949 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 32932 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 87427 members 
Mstep: Class 23 contains 99640 members 
Mstep: Class 24 contains 12037 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 3193 members 
Mstep: Class 27 contains 163814 members 
Mstep: Class 28 contains 17015 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 66649 members 
Mstep: Class 31 contains 130514 members 
Mstep: Class 32 contains 87780 members 
Mstep: Class 33 contains 82539 members 
Mstep: Class 34 contains 926 members 
Mstep: Class 35 contains 1470 members 
Mstep: Class 36 contains 90741 members 
Entering Unmasked Estep 
Score: -87336952.000000 Penalty: 23527.900391
Splitting cluster 26 changes total score from -87331888.000000 to -87336952.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 27 (163814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163814 members 
Entering Unmasked Estep 
Score: -8553869.000000 Penalty: 546.295166
	Iteration 0F: 2 clusters Score -8553869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81841 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -8445222.000000 Penalty: 1092.590332
	Iteration 0F: 3 clusters Score -8445222 nChanged 80417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 85004 members 
Entering Unmasked Estep 
Score: -8493752.000000 Penalty: 1092.590332
	Iteration 1F: 3 clusters Score -8493752 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 86121 members 
Entering Unmasked Estep 
Score: -8494733.000000 Penalty: 1092.590332
	Iteration 2Q: 3 clusters Score -8494733 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -8496220.000000 Penalty: 1092.590332
	Iteration 3Q: 3 clusters Score -8496220 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -8498444.000000 Penalty: 1092.590332
	Iteration 4Q: 3 clusters Score -8498444 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 91862 members 
Entering Unmasked Estep 
Score: -8501888.000000 Penalty: 1092.590332
	Iteration 5Q: 3 clusters Score -8501888 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -8507740.000000 Penalty: 1092.590332
	Iteration 6F: 3 clusters Score -8507740 nChanged 10899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -8516190.000000 Penalty: 1092.590332
	Iteration 7F: 3 clusters Score -8516190 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65980 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -8525651.000000 Penalty: 1092.590332
	Iteration 8F: 3 clusters Score -8525651 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 97233 members 
Entering Unmasked Estep 
Score: -8531938.000000 Penalty: 1092.590332
	Iteration 9F: 3 clusters Score -8531938 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
Score: -8534131.000000 Penalty: 1092.590332
	Iteration 10Q: 3 clusters Score -8534131 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 94741 members 
Entering Unmasked Estep 
Score: -8535206.000000 Penalty: 1092.590332
	Iteration 11Q: 3 clusters Score -8535206 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -8535961.000000 Penalty: 1092.590332
	Iteration 12Q: 3 clusters Score -8535961 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -8536741.000000 Penalty: 1092.590332
	Iteration 13Q: 3 clusters Score -8536741 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 90209 members 
Entering Unmasked Estep 
Score: -8537680.000000 Penalty: 1092.590332
	Iteration 14Q: 3 clusters Score -8537680 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 88287 members 
Entering Unmasked Estep 
Score: -8538698.000000 Penalty: 1092.590332
	Iteration 15Q: 3 clusters Score -8538698 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -8539771.000000 Penalty: 1092.590332
	Iteration 16Q: 3 clusters Score -8539771 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80286 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -8541008.000000 Penalty: 1092.590332
	Iteration 17Q: 3 clusters Score -8541008 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -8542274.000000 Penalty: 1092.590332
	Iteration 18Q: 3 clusters Score -8542274 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 77777 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8543687 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 74583 members 
Entering Unmasked Estep 
Score: -8544823.000000 Penalty: 1092.590332
	Iteration 20F: 3 clusters Score -8544823 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -8545854.000000 Penalty: 1092.590332
	Iteration 21Q: 3 clusters Score -8545854 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -8546492.000000 Penalty: 1092.590332
	Iteration 22Q: 3 clusters Score -8546492 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98232 members 
Mstep: Class 2 contains 65582 members 
Entering Unmasked Estep 
Score: -8547019.000000 Penalty: 1092.590332
	Iteration 23Q: 3 clusters Score -8547019 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -8547304.000000 Penalty: 1092.590332
	Iteration 24Q: 3 clusters Score -8547304 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103495 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -8547532.000000 Penalty: 1092.590332
	Iteration 25Q: 3 clusters Score -8547532 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105905 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -8547650.000000 Penalty: 1092.590332
	Iteration 26Q: 3 clusters Score -8547650 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108193 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -8547757.000000 Penalty: 1092.590332
	Iteration 27Q: 3 clusters Score -8547757 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -8547771.000000 Penalty: 1092.590332
	Iteration 28Q: 3 clusters Score -8547771 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112339 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -8547831.000000 Penalty: 1092.590332
	Iteration 29Q: 3 clusters Score -8547831 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114183 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -8547815.000000 Penalty: 1092.590332
	Iteration 30Q: 3 clusters Score -8547815 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115984 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -8547970.000000 Penalty: 1092.590332
	Iteration 31Q: 3 clusters Score -8547970 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117727 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -8548144.000000 Penalty: 1092.590332
	Iteration 32Q: 3 clusters Score -8548144 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119327 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -8548219.000000 Penalty: 1092.590332
	Iteration 33Q: 3 clusters Score -8548219 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120845 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -8548251.000000 Penalty: 1092.590332
	Iteration 34Q: 3 clusters Score -8548251 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122287 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -8548385.000000 Penalty: 1092.590332
	Iteration 35Q: 3 clusters Score -8548385 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123658 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -8548397.000000 Penalty: 1092.590332
	Iteration 36Q: 3 clusters Score -8548397 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -8548475.000000 Penalty: 1092.590332
	Iteration 37Q: 3 clusters Score -8548475 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -8548534.000000 Penalty: 1092.590332
	Iteration 38Q: 3 clusters Score -8548534 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127343 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -8548714.000000 Penalty: 1092.590332
	Iteration 39Q: 3 clusters Score -8548714 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128482 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -8548873.000000 Penalty: 1092.590332
	Iteration 40F: 3 clusters Score -8548873 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -8548970.000000 Penalty: 1092.590332
	Iteration 41Q: 3 clusters Score -8548970 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -8549032.000000 Penalty: 1092.590332
	Iteration 42Q: 3 clusters Score -8549032 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131966 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -8549081.000000 Penalty: 1092.590332
	Iteration 43Q: 3 clusters Score -8549081 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133001 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -8549139.000000 Penalty: 1092.590332
	Iteration 44Q: 3 clusters Score -8549139 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -8549229.000000 Penalty: 1092.590332
	Iteration 45Q: 3 clusters Score -8549229 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135027 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -8549333.000000 Penalty: 1092.590332
	Iteration 46Q: 3 clusters Score -8549333 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135954 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -8549407.000000 Penalty: 1092.590332
	Iteration 47Q: 3 clusters Score -8549407 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136854 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -8549491.000000 Penalty: 1092.590332
	Iteration 48Q: 3 clusters Score -8549491 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137727 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8549587 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138571 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -8549690.000000 Penalty: 1092.590332
	Iteration 50Q: 3 clusters Score -8549690 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139475 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -8549828.000000 Penalty: 1092.590332
	Iteration 51Q: 3 clusters Score -8549828 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140322 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -8549888.000000 Penalty: 1092.590332
	Iteration 52Q: 3 clusters Score -8549888 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141110 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -8550010.000000 Penalty: 1092.590332
	Iteration 53Q: 3 clusters Score -8550010 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141886 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -8550061.000000 Penalty: 1092.590332
	Iteration 54Q: 3 clusters Score -8550061 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142666 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -8550196.000000 Penalty: 1092.590332
	Iteration 55Q: 3 clusters Score -8550196 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143422 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -8550253.000000 Penalty: 1092.590332
	Iteration 56Q: 3 clusters Score -8550253 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144199 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -8550355.000000 Penalty: 1092.590332
	Iteration 57Q: 3 clusters Score -8550355 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144973 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -8550454.000000 Penalty: 1092.590332
	Iteration 58Q: 3 clusters Score -8550454 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145741 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -8550639.000000 Penalty: 1092.590332
	Iteration 59Q: 3 clusters Score -8550639 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146497 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -8551043.000000 Penalty: 1092.590332
	Iteration 60F: 3 clusters Score -8551043 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147160 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -8551458.000000 Penalty: 1092.590332
	Iteration 61Q: 3 clusters Score -8551458 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147792 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -8551844.000000 Penalty: 1092.590332
	Iteration 62Q: 3 clusters Score -8551844 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148378 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -8552203.000000 Penalty: 1092.590332
	Iteration 63Q: 3 clusters Score -8552203 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -8552535.000000 Penalty: 1092.590332
	Iteration 64Q: 3 clusters Score -8552535 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149488 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -8553018.000000 Penalty: 1092.590332
	Iteration 65Q: 3 clusters Score -8553018 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -8553413.000000 Penalty: 1092.590332
	Iteration 66Q: 3 clusters Score -8553413 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150682 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -8553841.000000 Penalty: 1092.590332
	Iteration 67Q: 3 clusters Score -8553841 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151331 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -8554279.000000 Penalty: 1092.590332
	Iteration 68Q: 3 clusters Score -8554279 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151972 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -8554617.000000 Penalty: 1092.590332
	Iteration 69Q: 3 clusters Score -8554617 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152644 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -8554993.000000 Penalty: 1092.590332
	Iteration 70Q: 3 clusters Score -8554993 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -8555271.000000 Penalty: 1092.590332
	Iteration 71Q: 3 clusters Score -8555271 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153940 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -8555486.000000 Penalty: 1092.590332
	Iteration 72Q: 3 clusters Score -8555486 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154521 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -8555658.000000 Penalty: 1092.590332
	Iteration 73Q: 3 clusters Score -8555658 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -8555808.000000 Penalty: 1092.590332
	Iteration 74Q: 3 clusters Score -8555808 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155746 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -8555922.000000 Penalty: 1092.590332
	Iteration 75Q: 3 clusters Score -8555922 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156323 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -8555990.000000 Penalty: 1092.590332
	Iteration 76Q: 3 clusters Score -8555990 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156875 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -8556038.000000 Penalty: 1092.590332
	Iteration 77Q: 3 clusters Score -8556038 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157359 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -8556080.000000 Penalty: 1092.590332
	Iteration 78Q: 3 clusters Score -8556080 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157807 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -8556029.000000 Penalty: 1092.590332
	Iteration 79Q: 3 clusters Score -8556029 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158235 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -8556008.000000 Penalty: 1092.590332
	Iteration 80F: 3 clusters Score -8556008 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158619 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8555982.000000 Penalty: 1092.590332
	Iteration 81Q: 3 clusters Score -8555982 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 158934 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -8555923.000000 Penalty: 1092.590332
	Iteration 82Q: 3 clusters Score -8555923 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 159255 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8555829 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 159546 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8555729 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -8555640.000000 Penalty: 1092.590332
	Iteration 85Q: 3 clusters Score -8555640 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160016 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8555601.000000 Penalty: 1092.590332
	Iteration 86Q: 3 clusters Score -8555601 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160211 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -8555544.000000 Penalty: 1092.590332
	Iteration 87Q: 3 clusters Score -8555544 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160394 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8555477.000000 Penalty: 1092.590332
	Iteration 88Q: 3 clusters Score -8555477 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160562 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8555428.000000 Penalty: 1092.590332
	Iteration 89Q: 3 clusters Score -8555428 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160716 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -8555369.000000 Penalty: 1092.590332
	Iteration 90Q: 3 clusters Score -8555369 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160867 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -8555317.000000 Penalty: 1092.590332
	Iteration 91Q: 3 clusters Score -8555317 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161006 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -8555247.000000 Penalty: 1092.590332
	Iteration 92Q: 3 clusters Score -8555247 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161118 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8555197.000000 Penalty: 1092.590332
	Iteration 93Q: 3 clusters Score -8555197 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161208 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8555160.000000 Penalty: 1092.590332
	Iteration 94Q: 3 clusters Score -8555160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161289 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8555131.000000 Penalty: 1092.590332
	Iteration 95Q: 3 clusters Score -8555131 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161370 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8555097 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161449 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8555049 nChanged 63
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Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8555020 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8555004.000000 Penalty: 1092.590332
	Iteration 99Q: 3 clusters Score -8555004 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161623 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8554960.000000 Penalty: 1092.590332
	Iteration 100F: 3 clusters Score -8554960 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161680 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8554932.000000 Penalty: 1092.590332
	Iteration 101Q: 3 clusters Score -8554932 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161728 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8554931 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161780 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8554893 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161819 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8554865.000000 Penalty: 1092.590332
	Iteration 104Q: 3 clusters Score -8554865 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161855 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8554838.000000 Penalty: 1092.590332
	Iteration 105Q: 3 clusters Score -8554838 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161892 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8554806.000000 Penalty: 1092.590332
	Iteration 106Q: 3 clusters Score -8554806 nChanged 51
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Mstep: Class 1 contains 161941 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8554794 nChanged 41
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Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8554748.000000 Penalty: 1092.590332
	Iteration 108Q: 3 clusters Score -8554748 nChanged 40
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Mstep: Class 1 contains 162020 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8554739.000000 Penalty: 1092.590332
	Iteration 109Q: 3 clusters Score -8554739 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162064 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8554720.000000 Penalty: 1092.590332
	Iteration 110Q: 3 clusters Score -8554720 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162110 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8554680.000000 Penalty: 1092.590332
	Iteration 111Q: 3 clusters Score -8554680 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162148 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8554659.000000 Penalty: 1092.590332
	Iteration 112Q: 3 clusters Score -8554659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162186 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8554637.000000 Penalty: 1092.590332
	Iteration 113Q: 3 clusters Score -8554637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162214 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8554628.000000 Penalty: 1092.590332
	Iteration 114Q: 3 clusters Score -8554628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162233 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8554625.000000 Penalty: 1092.590332
	Iteration 115Q: 3 clusters Score -8554625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162258 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8554620.000000 Penalty: 1092.590332
	Iteration 116Q: 3 clusters Score -8554620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162278 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8554618.000000 Penalty: 1092.590332
	Iteration 117Q: 3 clusters Score -8554618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162298 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8554614.000000 Penalty: 1092.590332
	Iteration 118Q: 3 clusters Score -8554614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162315 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8554602.000000 Penalty: 1092.590332
	Iteration 119Q: 3 clusters Score -8554602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8554601.000000 Penalty: 1092.590332
	Iteration 120F: 3 clusters Score -8554601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8554585.000000 Penalty: 1092.590332
	Iteration 121Q: 3 clusters Score -8554585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162351 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8554583.000000 Penalty: 1092.590332
	Iteration 122Q: 3 clusters Score -8554583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162361 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8554580.000000 Penalty: 1092.590332
	Iteration 123Q: 3 clusters Score -8554580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162366 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8554578.000000 Penalty: 1092.590332
	Iteration 124Q: 3 clusters Score -8554578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162374 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8554573.000000 Penalty: 1092.590332
	Iteration 125Q: 3 clusters Score -8554573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162381 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8554570.000000 Penalty: 1092.590332
	Iteration 126Q: 3 clusters Score -8554570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162393 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8554564.000000 Penalty: 1092.590332
	Iteration 127Q: 3 clusters Score -8554564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162408 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8554555.000000 Penalty: 1092.590332
	Iteration 128Q: 3 clusters Score -8554555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162418 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8554553.000000 Penalty: 1092.590332
	Iteration 129Q: 3 clusters Score -8554553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162425 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8554558.000000 Penalty: 1092.590332
	Iteration 130Q: 3 clusters Score -8554558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162433 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8554555.000000 Penalty: 1092.590332
	Iteration 131Q: 3 clusters Score -8554555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162439 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8554548.000000 Penalty: 1092.590332
	Iteration 132Q: 3 clusters Score -8554548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162443 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8554546.000000 Penalty: 1092.590332
	Iteration 133Q: 3 clusters Score -8554546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162447 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8554544.000000 Penalty: 1092.590332
	Iteration 134Q: 3 clusters Score -8554544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162451 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8554541.000000 Penalty: 1092.590332
	Iteration 135Q: 3 clusters Score -8554541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162458 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8554533.000000 Penalty: 1092.590332
	Iteration 136Q: 3 clusters Score -8554533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162464 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8554526.000000 Penalty: 1092.590332
	Iteration 137Q: 3 clusters Score -8554526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8554526.000000 Penalty: 1092.590332
	Iteration 138Q: 3 clusters Score -8554526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162473 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8554519.000000 Penalty: 1092.590332
	Iteration 139Q: 3 clusters Score -8554519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162478 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8554517.000000 Penalty: 1092.590332
	Iteration 140F: 3 clusters Score -8554517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162481 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8554517.000000 Penalty: 1092.590332
	Iteration 141Q: 3 clusters Score -8554517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8554510.000000 Penalty: 1092.590332
	Iteration 142Q: 3 clusters Score -8554510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8554507.000000 Penalty: 1092.590332
	Iteration 143Q: 3 clusters Score -8554507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162484 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8554515.000000 Penalty: 1092.590332
	Iteration 144Q: 3 clusters Score -8554515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162488 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8554507.000000 Penalty: 1092.590332
	Iteration 145Q: 3 clusters Score -8554507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162491 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8554512.000000 Penalty: 1092.590332
	Iteration 146Q: 3 clusters Score -8554512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162494 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8554508.000000 Penalty: 1092.590332
	Iteration 147Q: 3 clusters Score -8554508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162497 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8554498.000000 Penalty: 1092.590332
	Iteration 148Q: 3 clusters Score -8554498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162498 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8554498.000000 Penalty: 1092.590332
	Iteration 149Q: 3 clusters Score -8554498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8554501.000000 Penalty: 1092.590332
	Iteration 150Q: 3 clusters Score -8554501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162501 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8554494.000000 Penalty: 1092.590332
	Iteration 151Q: 3 clusters Score -8554494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162501 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8554494.000000 Penalty: 1092.590332
	Iteration 152F: 3 clusters Score -8554494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132633 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 131023 members 
Mstep: Class 8 contains 60630 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 83195 members 
Mstep: Class 11 contains 84949 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 32932 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 87427 members 
Mstep: Class 23 contains 99640 members 
Mstep: Class 24 contains 12037 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 3193 members 
Mstep: Class 27 contains 162501 members 
Mstep: Class 28 contains 17015 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 66649 members 
Mstep: Class 31 contains 130514 members 
Mstep: Class 32 contains 87780 members 
Mstep: Class 33 contains 82539 members 
Mstep: Class 34 contains 926 members 
Mstep: Class 35 contains 1470 members 
Mstep: Class 36 contains 90741 members 
Mstep: Class 37 contains 1313 members 
Entering Unmasked Estep 
Score: -87337960.000000 Penalty: 24181.455078
Splitting cluster 27 changes total score from -87331888.000000 to -87337960.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (17015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Entering Unmasked Estep 
Score: -916825.062500 Penalty: 443.254211
	Iteration 0F: 2 clusters Score -916825.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -905471.000000 Penalty: 886.508423
	Iteration 0F: 3 clusters Score -905471 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -910398.000000 Penalty: 886.508423
	Iteration 1F: 3 clusters Score -910398 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -911065.000000 Penalty: 886.508423
	Iteration 2F: 3 clusters Score -911065 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -912064.750000 Penalty: 886.508423
	Iteration 3F: 3 clusters Score -912064.8 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -913249.125000 Penalty: 886.508423
	Iteration 4F: 3 clusters Score -913249.1 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -914335.625000 Penalty: 886.508423
	Iteration 5F: 3 clusters Score -914335.6 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -914958.625000 Penalty: 886.508423
	Iteration 6F: 3 clusters Score -914958.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -915231.812500 Penalty: 886.508423
	Iteration 7Q: 3 clusters Score -915231.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -915401.500000 Penalty: 886.508423
	Iteration 8Q: 3 clusters Score -915401.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -915549.375000 Penalty: 886.508423
	Iteration 9Q: 3 clusters Score -915549.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -915680.937500 Penalty: 886.508423
	Iteration 10Q: 3 clusters Score -915680.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -915819.500000 Penalty: 886.508423
	Iteration 11Q: 3 clusters Score -915819.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -915972.687500 Penalty: 886.508423
	Iteration 12Q: 3 clusters Score -915972.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -916115.437500 Penalty: 886.508423
	Iteration 13Q: 3 clusters Score -916115.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -916259.375000 Penalty: 886.508423
	Iteration 14Q: 3 clusters Score -916259.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -916393.125000 Penalty: 886.508423
	Iteration 15Q: 3 clusters Score -916393.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -916513.250000 Penalty: 886.508423
	Iteration 16Q: 3 clusters Score -916513.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -916608.250000 Penalty: 886.508423
	Iteration 17Q: 3 clusters Score -916608.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -916672.687500 Penalty: 886.508423
	Iteration 18Q: 3 clusters Score -916672.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -916712.250000 Penalty: 886.508423
	Iteration 19Q: 3 clusters Score -916712.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -916766.312500 Penalty: 886.508423
	Iteration 20F: 3 clusters Score -916766.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -916803.875000 Penalty: 886.508423
	Iteration 21Q: 3 clusters Score -916803.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -916828.437500 Penalty: 886.508423
	Iteration 22Q: 3 clusters Score -916828.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -916871.000000 Penalty: 886.508423
	Iteration 23Q: 3 clusters Score -916871 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -916899.937500 Penalty: 886.508423
	Iteration 24Q: 3 clusters Score -916899.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -916918.187500 Penalty: 886.508423
	Iteration 25Q: 3 clusters Score -916918.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -916934.750000 Penalty: 886.508423
	Iteration 26Q: 3 clusters Score -916934.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -916950.937500 Penalty: 886.508423
	Iteration 27Q: 3 clusters Score -916950.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -916961.937500 Penalty: 886.508423
	Iteration 28Q: 3 clusters Score -916961.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -916976.000000 Penalty: 886.508423
	Iteration 29Q: 3 clusters Score -916976 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -916980.125000 Penalty: 886.508423
	Iteration 30Q: 3 clusters Score -916980.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -916987.187500 Penalty: 886.508423
	Iteration 31Q: 3 clusters Score -916987.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -916994.187500 Penalty: 886.508423
	Iteration 32Q: 3 clusters Score -916994.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -917001.187500 Penalty: 886.508423
	Iteration 33Q: 3 clusters Score -917001.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -917005.437500 Penalty: 886.508423
	Iteration 34Q: 3 clusters Score -917005.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -917016.687500 Penalty: 886.508423
	Iteration 35Q: 3 clusters Score -917016.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -917017.562500 Penalty: 886.508423
	Iteration 36Q: 3 clusters Score -917017.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -917022.750000 Penalty: 886.508423
	Iteration 37Q: 3 clusters Score -917022.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -917027.375000 Penalty: 886.508423
	Iteration 38Q: 3 clusters Score -917027.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -917034.875000 Penalty: 886.508423
	Iteration 39Q: 3 clusters Score -917034.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -917040.062500 Penalty: 886.508423
	Iteration 40F: 3 clusters Score -917040.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -917044.812500 Penalty: 886.508423
	Iteration 41Q: 3 clusters Score -917044.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -917051.875000 Penalty: 886.508423
	Iteration 42Q: 3 clusters Score -917051.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -917053.250000 Penalty: 886.508423
	Iteration 43Q: 3 clusters Score -917053.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -917064.625000 Penalty: 886.508423
	Iteration 44Q: 3 clusters Score -917064.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -917069.625000 Penalty: 886.508423
	Iteration 45Q: 3 clusters Score -917069.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -917080.312500 Penalty: 886.508423
	Iteration 46Q: 3 clusters Score -917080.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -917084.250000 Penalty: 886.508423
	Iteration 47Q: 3 clusters Score -917084.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -917093.750000 Penalty: 886.508423
	Iteration 48Q: 3 clusters Score -917093.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -917105.812500 Penalty: 886.508423
	Iteration 49Q: 3 clusters Score -917105.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -917110.187500 Penalty: 886.508423
	Iteration 50Q: 3 clusters Score -917110.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -917115.875000 Penalty: 886.508423
	Iteration 51Q: 3 clusters Score -917115.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -917119.687500 Penalty: 886.508423
	Iteration 52Q: 3 clusters Score -917119.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -917127.250000 Penalty: 886.508423
	Iteration 53Q: 3 clusters Score -917127.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -917129.750000 Penalty: 886.508423
	Iteration 54Q: 3 clusters Score -917129.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -917134.437500 Penalty: 886.508423
	Iteration 55Q: 3 clusters Score -917134.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -917136.187500 Penalty: 886.508423
	Iteration 56Q: 3 clusters Score -917136.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -917139.437500 Penalty: 886.508423
	Iteration 57Q: 3 clusters Score -917139.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -917141.125000 Penalty: 886.508423
	Iteration 58Q: 3 clusters Score -917141.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -917144.687500 Penalty: 886.508423
	Iteration 59Q: 3 clusters Score -917144.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -917148.250000 Penalty: 886.508423
	Iteration 60F: 3 clusters Score -917148.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -917157.687500 Penalty: 886.508423
	Iteration 61Q: 3 clusters Score -917157.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -917160.750000 Penalty: 886.508423
	Iteration 62Q: 3 clusters Score -917160.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -917168.500000 Penalty: 886.508423
	Iteration 63Q: 3 clusters Score -917168.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -917171.125000 Penalty: 886.508423
	Iteration 64Q: 3 clusters Score -917171.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -917175.125000 Penalty: 886.508423
	Iteration 65Q: 3 clusters Score -917175.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -917181.750000 Penalty: 886.508423
	Iteration 66Q: 3 clusters Score -917181.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -917190.687500 Penalty: 886.508423
	Iteration 67Q: 3 clusters Score -917190.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -917196.437500 Penalty: 886.508423
	Iteration 68Q: 3 clusters Score -917196.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -917202.500000 Penalty: 886.508423
	Iteration 69Q: 3 clusters Score -917202.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -917212.375000 Penalty: 886.508423
	Iteration 70Q: 3 clusters Score -917212.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -917215.937500 Penalty: 886.508423
	Iteration 71Q: 3 clusters Score -917215.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -917221.250000 Penalty: 886.508423
	Iteration 72Q: 3 clusters Score -917221.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -917230.187500 Penalty: 886.508423
	Iteration 73Q: 3 clusters Score -917230.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -917233.062500 Penalty: 886.508423
	Iteration 74Q: 3 clusters Score -917233.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -917242.750000 Penalty: 886.508423
	Iteration 75Q: 3 clusters Score -917242.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -917247.312500 Penalty: 886.508423
	Iteration 76Q: 3 clusters Score -917247.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -917255.375000 Penalty: 886.508423
	Iteration 77Q: 3 clusters Score -917255.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -917260.625000 Penalty: 886.508423
	Iteration 78Q: 3 clusters Score -917260.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -917265.000000 Penalty: 886.508423
	Iteration 79Q: 3 clusters Score -917265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -917264.812500 Penalty: 886.508423
	Iteration 80F: 3 clusters Score -917264.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -917269.000000 Penalty: 886.508423
	Iteration 81Q: 3 clusters Score -917269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -917270.562500 Penalty: 886.508423
	Iteration 82Q: 3 clusters Score -917270.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -917271.625000 Penalty: 886.508423
	Iteration 83Q: 3 clusters Score -917271.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -917273.625000 Penalty: 886.508423
	Iteration 84Q: 3 clusters Score -917273.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -917274.187500 Penalty: 886.508423
	Iteration 85Q: 3 clusters Score -917274.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -917273.500000 Penalty: 886.508423
	Iteration 86Q: 3 clusters Score -917273.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -917276.687500 Penalty: 886.508423
	Iteration 87Q: 3 clusters Score -917276.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -917278.000000 Penalty: 886.508423
	Iteration 88Q: 3 clusters Score -917278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -917279.937500 Penalty: 886.508423
	Iteration 89Q: 3 clusters Score -917279.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -917279.750000 Penalty: 886.508423
	Iteration 90Q: 3 clusters Score -917279.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -917277.812500 Penalty: 886.508423
	Iteration 91Q: 3 clusters Score -917277.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -917277.687500 Penalty: 886.508423
	Iteration 92Q: 3 clusters Score -917277.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -917280.625000 Penalty: 886.508423
	Iteration 93Q: 3 clusters Score -917280.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -917280.500000 Penalty: 886.508423
	Iteration 94Q: 3 clusters Score -917280.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -917282.312500 Penalty: 886.508423
	Iteration 95Q: 3 clusters Score -917282.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -917284.375000 Penalty: 886.508423
	Iteration 96Q: 3 clusters Score -917284.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -917285.125000 Penalty: 886.508423
	Iteration 97Q: 3 clusters Score -917285.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -917285.750000 Penalty: 886.508423
	Iteration 98Q: 3 clusters Score -917285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -917286.312500 Penalty: 886.508423
	Iteration 99Q: 3 clusters Score -917286.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -917286.937500 Penalty: 886.508423
	Iteration 100F: 3 clusters Score -917286.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -917287.625000 Penalty: 886.508423
	Iteration 101Q: 3 clusters Score -917287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -917289.000000 Penalty: 886.508423
	Iteration 102Q: 3 clusters Score -917289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -917289.875000 Penalty: 886.508423
	Iteration 103Q: 3 clusters Score -917289.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -917290.125000 Penalty: 886.508423
	Iteration 104Q: 3 clusters Score -917290.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -917297.062500 Penalty: 886.508423
	Iteration 105Q: 3 clusters Score -917297.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -917299.937500 Penalty: 886.508423
	Iteration 106Q: 3 clusters Score -917299.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -917301.812500 Penalty: 886.508423
	Iteration 107Q: 3 clusters Score -917301.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -917301.250000 Penalty: 886.508423
	Iteration 108Q: 3 clusters Score -917301.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -917301.562500 Penalty: 886.508423
	Iteration 109Q: 3 clusters Score -917301.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -917301.625000 Penalty: 886.508423
	Iteration 110Q: 3 clusters Score -917301.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -917304.625000 Penalty: 886.508423
	Iteration 111Q: 3 clusters Score -917304.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -917304.812500 Penalty: 886.508423
	Iteration 112Q: 3 clusters Score -917304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -917305.687500 Penalty: 886.508423
	Iteration 113Q: 3 clusters Score -917305.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -917305.625000 Penalty: 886.508423
	Iteration 114Q: 3 clusters Score -917305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -917306.875000 Penalty: 886.508423
	Iteration 115Q: 3 clusters Score -917306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -917308.312500 Penalty: 886.508423
	Iteration 116Q: 3 clusters Score -917308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -917306.562500 Penalty: 886.508423
	Iteration 117Q: 3 clusters Score -917306.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -917305.875000 Penalty: 886.508423
	Iteration 118Q: 3 clusters Score -917305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -917305.812500 Penalty: 886.508423
	Iteration 119Q: 3 clusters Score -917305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -917306.000000 Penalty: 886.508423
	Iteration 120F: 3 clusters Score -917306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -917306.812500 Penalty: 886.508423
	Iteration 121Q: 3 clusters Score -917306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -917306.687500 Penalty: 886.508423
	Iteration 122Q: 3 clusters Score -917306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -917307.000000 Penalty: 886.508423
	Iteration 123Q: 3 clusters Score -917307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -917306.687500 Penalty: 886.508423
	Iteration 124Q: 3 clusters Score -917306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -917306.687500 Penalty: 886.508423
	Iteration 125F: 3 clusters Score -917306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132633 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 131023 members 
Mstep: Class 8 contains 60630 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 83195 members 
Mstep: Class 11 contains 84949 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 32932 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 87427 members 
Mstep: Class 23 contains 99640 members 
Mstep: Class 24 contains 12037 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 3193 members 
Mstep: Class 27 contains 162501 members 
Mstep: Class 28 contains 2970 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 66649 members 
Mstep: Class 31 contains 130514 members 
Mstep: Class 32 contains 87780 members 
Mstep: Class 33 contains 82539 members 
Mstep: Class 34 contains 926 members 
Mstep: Class 35 contains 1470 members 
Mstep: Class 36 contains 90741 members 
Mstep: Class 37 contains 1313 members 
Mstep: Class 38 contains 14045 members 
Entering Unmasked Estep 
Score: -87338360.000000 Penalty: 24835.007812
Splitting cluster 28 changes total score from -87331888.000000 to -87338360.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 29 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -79848.414062 Penalty: 335.173248
	Iteration 0F: 2 clusters Score -79848.41 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 814 members 
Entering Unmasked Estep 
Score: -78687.046875 Penalty: 670.346497
	Iteration 0F: 3 clusters Score -78687.05 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -79098.515625 Penalty: 670.346497
	Iteration 1F: 3 clusters Score -79098.52 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -79185.078125 Penalty: 670.346497
	Iteration 2F: 3 clusters Score -79185.08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -79251.781250 Penalty: 670.346497
	Iteration 3F: 3 clusters Score -79251.78 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -79303.828125 Penalty: 670.346497
	Iteration 4F: 3 clusters Score -79303.83 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -79354.507812 Penalty: 670.346497
	Iteration 5Q: 3 clusters Score -79354.51 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -79408.851562 Penalty: 670.346497
	Iteration 6Q: 3 clusters Score -79408.85 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -79455.546875 Penalty: 670.346497
	Iteration 7Q: 3 clusters Score -79455.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -79489.875000 Penalty: 670.346497
	Iteration 8Q: 3 clusters Score -79489.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -79519.273438 Penalty: 670.346497
	Iteration 9Q: 3 clusters Score -79519.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -79543.187500 Penalty: 670.346497
	Iteration 10Q: 3 clusters Score -79543.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -79564.601562 Penalty: 670.346497
	Iteration 11Q: 3 clusters Score -79564.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -79585.195312 Penalty: 670.346497
	Iteration 12Q: 3 clusters Score -79585.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -79602.117188 Penalty: 670.346497
	Iteration 13Q: 3 clusters Score -79602.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -79616.218750 Penalty: 670.346497
	Iteration 14Q: 3 clusters Score -79616.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -79620.429688 Penalty: 670.346497
	Iteration 15Q: 3 clusters Score -79620.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -79625.031250 Penalty: 670.346497
	Iteration 16Q: 3 clusters Score -79625.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -79626.734375 Penalty: 670.346497
	Iteration 17Q: 3 clusters Score -79626.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -79627.937500 Penalty: 670.346497
	Iteration 18Q: 3 clusters Score -79627.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -79628.398438 Penalty: 670.346497
	Iteration 19Q: 3 clusters Score -79628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -79628.929688 Penalty: 670.346497
	Iteration 20F: 3 clusters Score -79628.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -79629.609375 Penalty: 670.346497
	Iteration 21Q: 3 clusters Score -79629.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -79632.554688 Penalty: 670.346497
	Iteration 22Q: 3 clusters Score -79632.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -79633.960938 Penalty: 670.346497
	Iteration 23Q: 3 clusters Score -79633.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -79635.429688 Penalty: 670.346497
	Iteration 24Q: 3 clusters Score -79635.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -79635.781250 Penalty: 670.346497
	Iteration 25Q: 3 clusters Score -79635.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -79635.914062 Penalty: 670.346497
	Iteration 26Q: 3 clusters Score -79635.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -79635.914062 Penalty: 670.346497
	Iteration 27F: 3 clusters Score -79635.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 132633 members 
Mstep: Class 3 contains 86820 members 
Mstep: Class 4 contains 3907 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 131023 members 
Mstep: Class 8 contains 60630 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 10 contains 83195 members 
Mstep: Class 11 contains 84949 members 
Mstep: Class 12 contains 13743 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 17 contains 2611 members 
Mstep: Class 18 contains 109291 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 32932 members 
Mstep: Class 21 contains 1080 members 
Mstep: Class 22 contains 87427 members 
Mstep: Class 23 contains 99640 members 
Mstep: Class 24 contains 12037 members 
Mstep: Class 25 contains 76669 members 
Mstep: Class 26 contains 3193 members 
Mstep: Class 27 contains 162501 members 
Mstep: Class 28 contains 2970 members 
Mstep: Class 29 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87347440.000000 Penalty: 24835.007812
Iteration 79Q: 39 clusters Score -8.734744e+07 nChanged 30646
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 131938 members 
Mstep: Class 3 contains 86145 members 
Mstep: Class 4 contains 3964 members 
Mstep: Class 5 contains 12651 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 132864 members 
Mstep: Class 8 contains 61431 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 83526 members 
Mstep: Class 11 contains 84025 members 
Mstep: Class 12 contains 13634 members 
Mstep: Class 13 contains 2271 members 
Mstep: Class 14 contains 2856 members 
Mstep: Class 15 contains 1667 members 
Mstep: Class 16 contains 4344 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 109742 members 
Mstep: Class 19 contains 23125 members 
Mstep: Class 20 contains 33805 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 89695 members 
Mstep: Class 23 contains 99851 members 
Mstep: Class 24 contains 12800 members 
Mstep: Class 25 contains 76912 members 
Mstep: Class 26 contains 3540 members 
Mstep: Class 27 contains 163965 members 
Mstep: Class 28 contains 2910 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 64346 members 
Mstep: Class 31 contains 127866 members 
Mstep: Class 32 contains 86187 members 
Mstep: Class 33 contains 81779 members 
Mstep: Class 34 contains 926 members 
Mstep: Class 35 contains 1464 members 
Mstep: Class 36 contains 90579 members 
Mstep: Class 37 contains 1470 members 
Mstep: Class 38 contains 13673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87353312.000000 Penalty: 24835.007812
Iteration 80F: 39 clusters Score -8.735331e+07 nChanged 25690
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 130253 members 
Mstep: Class 3 contains 83810 members 
Mstep: Class 4 contains 4059 members 
Mstep: Class 5 contains 12871 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 134268 members 
Mstep: Class 8 contains 61967 members 
Mstep: Class 9 contains 2656 members 
Mstep: Class 10 contains 82908 members 
Mstep: Class 11 contains 83792 members 
Mstep: Class 12 contains 13365 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 1660 members 
Mstep: Class 16 contains 4432 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 108780 members 
Mstep: Class 19 contains 23345 members 
Mstep: Class 20 contains 34222 members 
Mstep: Class 21 contains 1212 members 
Mstep: Class 22 contains 90694 members 
Mstep: Class 23 contains 99896 members 
Mstep: Class 24 contains 13297 members 
Mstep: Class 25 contains 76572 members 
Mstep: Class 26 contains 3821 members 
Mstep: Class 27 contains 163299 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 1504 members 
Mstep: Class 30 contains 64941 members 
Mstep: Class 31 contains 126275 members 
Mstep: Class 32 contains 88848 members 
Mstep: Class 33 contains 81480 members 
Mstep: Class 34 contains 954 members 
Mstep: Class 35 contains 1466 members 
Mstep: Class 36 contains 91574 members 
Mstep: Class 37 contains 1585 members 
Mstep: Class 38 contains 13954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87357432.000000 Penalty: 24835.007812
Iteration 81Q: 39 clusters Score -8.735743e+07 nChanged 19815
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 128644 members 
Mstep: Class 3 contains 81620 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 13103 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 7 contains 135241 members 
Mstep: Class 8 contains 62547 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 82573 members 
Mstep: Class 11 contains 83464 members 
Mstep: Class 12 contains 13101 members 
Mstep: Class 13 contains 2283 members 
Mstep: Class 14 contains 2816 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 4486 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 107905 members 
Mstep: Class 19 contains 23483 members 
Mstep: Class 20 contains 34811 members 
Mstep: Class 21 contains 1240 members 
Mstep: Class 22 contains 91470 members 
Mstep: Class 23 contains 99991 members 
Mstep: Class 24 contains 13705 members 
Mstep: Class 25 contains 76299 members 
Mstep: Class 26 contains 4119 members 
Mstep: Class 27 contains 162933 members 
Mstep: Class 28 contains 2938 members 
Mstep: Class 29 contains 1478 members 
Mstep: Class 30 contains 65565 members 
Mstep: Class 31 contains 124639 members 
Mstep: Class 32 contains 91371 members 
Mstep: Class 33 contains 81128 members 
Mstep: Class 34 contains 969 members 
Mstep: Class 35 contains 1492 members 
Mstep: Class 36 contains 92429 members 
Mstep: Class 37 contains 1731 members 
Mstep: Class 38 contains 14113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87360256.000000 Penalty: 24835.007812
Iteration 82Q: 39 clusters Score -8.736026e+07 nChanged 18378
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 127042 members 
Mstep: Class 3 contains 79524 members 
Mstep: Class 4 contains 4271 members 
Mstep: Class 5 contains 13305 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 135811 members 
Mstep: Class 8 contains 63188 members 
Mstep: Class 9 contains 2598 members 
Mstep: Class 10 contains 82403 members 
Mstep: Class 11 contains 83092 members 
Mstep: Class 12 contains 12846 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 2808 members 
Mstep: Class 15 contains 1611 members 
Mstep: Class 16 contains 4544 members 
Mstep: Class 17 contains 2648 members 
Mstep: Class 18 contains 106948 members 
Mstep: Class 19 contains 23594 members 
Mstep: Class 20 contains 35494 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 92092 members 
Mstep: Class 23 contains 100117 members 
Mstep: Class 24 contains 14033 members 
Mstep: Class 25 contains 76131 members 
Mstep: Class 26 contains 4406 members 
Mstep: Class 27 contains 162816 members 
Mstep: Class 28 contains 2970 members 
Mstep: Class 29 contains 1459 members 
Mstep: Class 30 contains 66132 members 
Mstep: Class 31 contains 123006 members 
Mstep: Class 32 contains 93964 members 
Mstep: Class 33 contains 80786 members 
Mstep: Class 34 contains 976 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 93221 members 
Mstep: Class 37 contains 1879 members 
Mstep: Class 38 contains 14217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87363128.000000 Penalty: 24835.007812
Iteration 83Q: 39 clusters Score -8.736313e+07 nChanged 17712
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 125449 members 
Mstep: Class 3 contains 77408 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 13539 members 
Mstep: Class 6 contains 2887 members 
Mstep: Class 7 contains 136196 members 
Mstep: Class 8 contains 63826 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 82252 members 
Mstep: Class 11 contains 82590 members 
Mstep: Class 12 contains 12615 members 
Mstep: Class 13 contains 2289 members 
Mstep: Class 14 contains 2813 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 4570 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 105883 members 
Mstep: Class 19 contains 23717 members 
Mstep: Class 20 contains 36167 members 
Mstep: Class 21 contains 1277 members 
Mstep: Class 22 contains 92639 members 
Mstep: Class 23 contains 100212 members 
Mstep: Class 24 contains 14332 members 
Mstep: Class 25 contains 76037 members 
Mstep: Class 26 contains 4681 members 
Mstep: Class 27 contains 162796 members 
Mstep: Class 28 contains 3008 members 
Mstep: Class 29 contains 1441 members 
Mstep: Class 30 contains 66753 members 
Mstep: Class 31 contains 121481 members 
Mstep: Class 32 contains 96739 members 
Mstep: Class 33 contains 80481 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 1539 members 
Mstep: Class 36 contains 93885 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 14287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87365104.000000 Penalty: 24835.007812
Iteration 84Q: 39 clusters Score -8.73651e+07 nChanged 17186
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 123929 members 
Mstep: Class 3 contains 75509 members 
Mstep: Class 4 contains 4627 members 
Mstep: Class 5 contains 13784 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 136319 members 
Mstep: Class 8 contains 64471 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 82228 members 
Mstep: Class 11 contains 81928 members 
Mstep: Class 12 contains 12402 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 2819 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 4591 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 104847 members 
Mstep: Class 19 contains 23836 members 
Mstep: Class 20 contains 36834 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 93068 members 
Mstep: Class 23 contains 100307 members 
Mstep: Class 24 contains 14610 members 
Mstep: Class 25 contains 75979 members 
Mstep: Class 26 contains 4956 members 
Mstep: Class 27 contains 162887 members 
Mstep: Class 28 contains 3035 members 
Mstep: Class 29 contains 1430 members 
Mstep: Class 30 contains 67355 members 
Mstep: Class 31 contains 119856 members 
Mstep: Class 32 contains 99458 members 
Mstep: Class 33 contains 80152 members 
Mstep: Class 34 contains 974 members 
Mstep: Class 35 contains 1564 members 
Mstep: Class 36 contains 94618 members 
Mstep: Class 37 contains 2182 members 
Mstep: Class 38 contains 14351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87366552.000000 Penalty: 24835.007812
Iteration 85Q: 39 clusters Score -8.736655e+07 nChanged 16583
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 122445 members 
Mstep: Class 3 contains 73787 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 14030 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 7 contains 136382 members 
Mstep: Class 8 contains 65102 members 
Mstep: Class 9 contains 2554 members 
Mstep: Class 10 contains 82233 members 
Mstep: Class 11 contains 81181 members 
Mstep: Class 12 contains 12193 members 
Mstep: Class 13 contains 2336 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 1571 members 
Mstep: Class 16 contains 4619 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 103776 members 
Mstep: Class 19 contains 23972 members 
Mstep: Class 20 contains 37542 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 93385 members 
Mstep: Class 23 contains 100381 members 
Mstep: Class 24 contains 14841 members 
Mstep: Class 25 contains 75926 members 
Mstep: Class 26 contains 5202 members 
Mstep: Class 27 contains 163091 members 
Mstep: Class 28 contains 3062 members 
Mstep: Class 29 contains 1423 members 
Mstep: Class 30 contains 68001 members 
Mstep: Class 31 contains 118311 members 
Mstep: Class 32 contains 102099 members 
Mstep: Class 33 contains 79801 members 
Mstep: Class 34 contains 972 members 
Mstep: Class 35 contains 1592 members 
Mstep: Class 36 contains 95394 members 
Mstep: Class 37 contains 2329 members 
Mstep: Class 38 contains 14378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87367872.000000 Penalty: 24835.007812
Iteration 86Q: 39 clusters Score -8.736787e+07 nChanged 16229
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 121028 members 
Mstep: Class 3 contains 72187 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 14288 members 
Mstep: Class 6 contains 2857 members 
Mstep: Class 7 contains 136365 members 
Mstep: Class 8 contains 65728 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 82216 members 
Mstep: Class 11 contains 80367 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 2827 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 4653 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 102661 members 
Mstep: Class 19 contains 24109 members 
Mstep: Class 20 contains 38230 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 93565 members 
Mstep: Class 23 contains 100487 members 
Mstep: Class 24 contains 15058 members 
Mstep: Class 25 contains 75886 members 
Mstep: Class 26 contains 5454 members 
Mstep: Class 27 contains 163275 members 
Mstep: Class 28 contains 3088 members 
Mstep: Class 29 contains 1414 members 
Mstep: Class 30 contains 68783 members 
Mstep: Class 31 contains 116752 members 
Mstep: Class 32 contains 104703 members 
Mstep: Class 33 contains 79481 members 
Mstep: Class 34 contains 974 members 
Mstep: Class 35 contains 1623 members 
Mstep: Class 36 contains 96161 members 
Mstep: Class 37 contains 2487 members 
Mstep: Class 38 contains 14404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87369056.000000 Penalty: 24835.007812
Iteration 87Q: 39 clusters Score -8.736906e+07 nChanged 15527
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 119627 members 
Mstep: Class 3 contains 70586 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 14513 members 
Mstep: Class 6 contains 2844 members 
Mstep: Class 7 contains 136598 members 
Mstep: Class 8 contains 66335 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 82209 members 
Mstep: Class 11 contains 79464 members 
Mstep: Class 12 contains 11838 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 2834 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 4690 members 
Mstep: Class 17 contains 2733 members 
Mstep: Class 18 contains 101410 members 
Mstep: Class 19 contains 24278 members 
Mstep: Class 20 contains 39002 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 93715 members 
Mstep: Class 23 contains 100687 members 
Mstep: Class 24 contains 15222 members 
Mstep: Class 25 contains 75820 members 
Mstep: Class 26 contains 5672 members 
Mstep: Class 27 contains 163322 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 1410 members 
Mstep: Class 30 contains 69608 members 
Mstep: Class 31 contains 115299 members 
Mstep: Class 32 contains 107238 members 
Mstep: Class 33 contains 79153 members 
Mstep: Class 34 contains 972 members 
Mstep: Class 35 contains 1657 members 
Mstep: Class 36 contains 96962 members 
Mstep: Class 37 contains 2623 members 
Mstep: Class 38 contains 14439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87369632.000000 Penalty: 24835.007812
Iteration 88Q: 39 clusters Score -8.736963e+07 nChanged 14668
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 118276 members 
Mstep: Class 3 contains 69053 members 
Mstep: Class 4 contains 5166 members 
Mstep: Class 5 contains 14736 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 136881 members 
Mstep: Class 8 contains 66918 members 
Mstep: Class 9 contains 2511 members 
Mstep: Class 10 contains 82152 members 
Mstep: Class 11 contains 78579 members 
Mstep: Class 12 contains 11677 members 
Mstep: Class 13 contains 2450 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 15 contains 1553 members 
Mstep: Class 16 contains 4725 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 100141 members 
Mstep: Class 19 contains 24469 members 
Mstep: Class 20 contains 39803 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 93810 members 
Mstep: Class 23 contains 100875 members 
Mstep: Class 24 contains 15355 members 
Mstep: Class 25 contains 75804 members 
Mstep: Class 26 contains 5885 members 
Mstep: Class 27 contains 163320 members 
Mstep: Class 28 contains 3113 members 
Mstep: Class 29 contains 1410 members 
Mstep: Class 30 contains 70497 members 
Mstep: Class 31 contains 113929 members 
Mstep: Class 32 contains 109613 members 
Mstep: Class 33 contains 78856 members 
Mstep: Class 34 contains 972 members 
Mstep: Class 35 contains 1699 members 
Mstep: Class 36 contains 97767 members 
Mstep: Class 37 contains 2731 members 
Mstep: Class 38 contains 14457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87370304.000000 Penalty: 24835.007812
Iteration 89Q: 39 clusters Score -8.73703e+07 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 116921 members 
Mstep: Class 3 contains 67562 members 
Mstep: Class 4 contains 5187 members 
Mstep: Class 5 contains 14946 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 137328 members 
Mstep: Class 8 contains 67613 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 82066 members 
Mstep: Class 11 contains 77660 members 
Mstep: Class 12 contains 11494 members 
Mstep: Class 13 contains 2510 members 
Mstep: Class 14 contains 2854 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 2721 members 
Mstep: Class 18 contains 98769 members 
Mstep: Class 19 contains 24693 members 
Mstep: Class 20 contains 40637 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 93947 members 
Mstep: Class 23 contains 101068 members 
Mstep: Class 24 contains 15467 members 
Mstep: Class 25 contains 75758 members 
Mstep: Class 26 contains 6093 members 
Mstep: Class 27 contains 163374 members 
Mstep: Class 28 contains 3121 members 
Mstep: Class 29 contains 1412 members 
Mstep: Class 30 contains 71421 members 
Mstep: Class 31 contains 112572 members 
Mstep: Class 32 contains 111862 members 
Mstep: Class 33 contains 78529 members 
Mstep: Class 34 contains 972 members 
Mstep: Class 35 contains 1736 members 
Mstep: Class 36 contains 98522 members 
Mstep: Class 37 contains 2812 members 
Mstep: Class 38 contains 14492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87370696.000000 Penalty: 24835.007812
Iteration 90Q: 39 clusters Score -8.73707e+07 nChanged 14090
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 115604 members 
Mstep: Class 3 contains 66161 members 
Mstep: Class 4 contains 5205 members 
Mstep: Class 5 contains 15169 members 
Mstep: Class 6 contains 2805 members 
Mstep: Class 7 contains 137871 members 
Mstep: Class 8 contains 68271 members 
Mstep: Class 9 contains 2497 members 
Mstep: Class 10 contains 82043 members 
Mstep: Class 11 contains 76652 members 
Mstep: Class 12 contains 11313 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 2859 members 
Mstep: Class 15 contains 1540 members 
Mstep: Class 16 contains 4764 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 97408 members 
Mstep: Class 19 contains 24936 members 
Mstep: Class 20 contains 41491 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 93953 members 
Mstep: Class 23 contains 101304 members 
Mstep: Class 24 contains 15567 members 
Mstep: Class 25 contains 75748 members 
Mstep: Class 26 contains 6290 members 
Mstep: Class 27 contains 163472 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 1417 members 
Mstep: Class 30 contains 72406 members 
Mstep: Class 31 contains 111201 members 
Mstep: Class 32 contains 113863 members 
Mstep: Class 33 contains 78216 members 
Mstep: Class 34 contains 973 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 99280 members 
Mstep: Class 37 contains 2888 members 
Mstep: Class 38 contains 14529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87370728.000000 Penalty: 24835.007812
Iteration 91Q: 39 clusters Score -8.737073e+07 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 114305 members 
Mstep: Class 3 contains 64773 members 
Mstep: Class 4 contains 5207 members 
Mstep: Class 5 contains 15388 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 138452 members 
Mstep: Class 8 contains 69009 members 
Mstep: Class 9 contains 2494 members 
Mstep: Class 10 contains 81957 members 
Mstep: Class 11 contains 75542 members 
Mstep: Class 12 contains 11151 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 2870 members 
Mstep: Class 15 contains 1537 members 
Mstep: Class 16 contains 4786 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 96036 members 
Mstep: Class 19 contains 25217 members 
Mstep: Class 20 contains 42447 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 93901 members 
Mstep: Class 23 contains 101504 members 
Mstep: Class 24 contains 15660 members 
Mstep: Class 25 contains 75742 members 
Mstep: Class 26 contains 6502 members 
Mstep: Class 27 contains 163554 members 
Mstep: Class 28 contains 3130 members 
Mstep: Class 29 contains 1417 members 
Mstep: Class 30 contains 73485 members 
Mstep: Class 31 contains 109833 members 
Mstep: Class 32 contains 115697 members 
Mstep: Class 33 contains 77886 members 
Mstep: Class 34 contains 973 members 
Mstep: Class 35 contains 1805 members 
Mstep: Class 36 contains 100090 members 
Mstep: Class 37 contains 2962 members 
Mstep: Class 38 contains 14567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87370912.000000 Penalty: 24835.007812
Iteration 92Q: 39 clusters Score -8.737091e+07 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 113101 members 
Mstep: Class 3 contains 63423 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 15617 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 139046 members 
Mstep: Class 8 contains 69754 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 81872 members 
Mstep: Class 11 contains 74372 members 
Mstep: Class 12 contains 11026 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 14 contains 2874 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 4800 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 94701 members 
Mstep: Class 19 contains 25481 members 
Mstep: Class 20 contains 43489 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 93691 members 
Mstep: Class 23 contains 101740 members 
Mstep: Class 24 contains 15736 members 
Mstep: Class 25 contains 75699 members 
Mstep: Class 26 contains 6711 members 
Mstep: Class 27 contains 163662 members 
Mstep: Class 28 contains 3139 members 
Mstep: Class 29 contains 1415 members 
Mstep: Class 30 contains 74658 members 
Mstep: Class 31 contains 108453 members 
Mstep: Class 32 contains 117371 members 
Mstep: Class 33 contains 77507 members 
Mstep: Class 34 contains 974 members 
Mstep: Class 35 contains 1831 members 
Mstep: Class 36 contains 100939 members 
Mstep: Class 37 contains 3038 members 
Mstep: Class 38 contains 14609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87370928.000000 Penalty: 24835.007812
Iteration 93Q: 39 clusters Score -8.737093e+07 nChanged 14200
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 111963 members 
Mstep: Class 3 contains 62090 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 15837 members 
Mstep: Class 6 contains 2774 members 
Mstep: Class 7 contains 139590 members 
Mstep: Class 8 contains 70572 members 
Mstep: Class 9 contains 2489 members 
Mstep: Class 10 contains 81873 members 
Mstep: Class 11 contains 73200 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 14 contains 2879 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 16 contains 4809 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 93400 members 
Mstep: Class 19 contains 25742 members 
Mstep: Class 20 contains 44593 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 93432 members 
Mstep: Class 23 contains 101955 members 
Mstep: Class 24 contains 15792 members 
Mstep: Class 25 contains 75642 members 
Mstep: Class 26 contains 6900 members 
Mstep: Class 27 contains 163786 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 1417 members 
Mstep: Class 30 contains 75872 members 
Mstep: Class 31 contains 107108 members 
Mstep: Class 32 contains 118954 members 
Mstep: Class 33 contains 77121 members 
Mstep: Class 34 contains 975 members 
Mstep: Class 35 contains 1857 members 
Mstep: Class 36 contains 101756 members 
Mstep: Class 37 contains 3094 members 
Mstep: Class 38 contains 14651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87371736.000000 Penalty: 24835.007812
Iteration 94Q: 39 clusters Score -8.737174e+07 nChanged 14175
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 110868 members 
Mstep: Class 3 contains 60748 members 
Mstep: Class 4 contains 5072 members 
Mstep: Class 5 contains 16075 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 140055 members 
Mstep: Class 8 contains 71478 members 
Mstep: Class 9 contains 2485 members 
Mstep: Class 10 contains 81848 members 
Mstep: Class 11 contains 72081 members 
Mstep: Class 12 contains 10729 members 
Mstep: Class 13 contains 2774 members 
Mstep: Class 14 contains 2870 members 
Mstep: Class 15 contains 1504 members 
Mstep: Class 16 contains 4814 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 92045 members 
Mstep: Class 19 contains 26003 members 
Mstep: Class 20 contains 45786 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 93200 members 
Mstep: Class 23 contains 102166 members 
Mstep: Class 24 contains 15845 members 
Mstep: Class 25 contains 75595 members 
Mstep: Class 26 contains 7077 members 
Mstep: Class 27 contains 163928 members 
Mstep: Class 28 contains 3156 members 
Mstep: Class 29 contains 1413 members 
Mstep: Class 30 contains 77131 members 
Mstep: Class 31 contains 105806 members 
Mstep: Class 32 contains 120414 members 
Mstep: Class 33 contains 76665 members 
Mstep: Class 34 contains 976 members 
Mstep: Class 35 contains 1880 members 
Mstep: Class 36 contains 102538 members 
Mstep: Class 37 contains 3149 members 
Mstep: Class 38 contains 14681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87371896.000000 Penalty: 24835.007812
Iteration 95Q: 39 clusters Score -8.73719e+07 nChanged 14173
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 109768 members 
Mstep: Class 3 contains 59403 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 16274 members 
Mstep: Class 6 contains 2742 members 
Mstep: Class 7 contains 140397 members 
Mstep: Class 8 contains 72413 members 
Mstep: Class 9 contains 2484 members 
Mstep: Class 10 contains 81772 members 
Mstep: Class 11 contains 70959 members 
Mstep: Class 12 contains 10570 members 
Mstep: Class 13 contains 2833 members 
Mstep: Class 14 contains 2858 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 4813 members 
Mstep: Class 17 contains 2599 members 
Mstep: Class 18 contains 90792 members 
Mstep: Class 19 contains 26285 members 
Mstep: Class 20 contains 47104 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 93096 members 
Mstep: Class 23 contains 102353 members 
Mstep: Class 24 contains 15902 members 
Mstep: Class 25 contains 75530 members 
Mstep: Class 26 contains 7253 members 
Mstep: Class 27 contains 164027 members 
Mstep: Class 28 contains 3167 members 
Mstep: Class 29 contains 1417 members 
Mstep: Class 30 contains 78433 members 
Mstep: Class 31 contains 104558 members 
Mstep: Class 32 contains 121754 members 
Mstep: Class 33 contains 76148 members 
Mstep: Class 34 contains 981 members 
Mstep: Class 35 contains 1896 members 
Mstep: Class 36 contains 103289 members 
Mstep: Class 37 contains 3199 members 
Mstep: Class 38 contains 14704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87372464.000000 Penalty: 24835.007812
Iteration 96Q: 39 clusters Score -8.737246e+07 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 108720 members 
Mstep: Class 3 contains 58087 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 16459 members 
Mstep: Class 6 contains 2736 members 
Mstep: Class 7 contains 140663 members 
Mstep: Class 8 contains 73355 members 
Mstep: Class 9 contains 2481 members 
Mstep: Class 10 contains 81620 members 
Mstep: Class 11 contains 69814 members 
Mstep: Class 12 contains 10424 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 1469 members 
Mstep: Class 16 contains 4817 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 89652 members 
Mstep: Class 19 contains 26604 members 
Mstep: Class 20 contains 48453 members 
Mstep: Class 21 contains 1367 members 
Mstep: Class 22 contains 93075 members 
Mstep: Class 23 contains 102504 members 
Mstep: Class 24 contains 15945 members 
Mstep: Class 25 contains 75484 members 
Mstep: Class 26 contains 7404 members 
Mstep: Class 27 contains 163974 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 79851 members 
Mstep: Class 31 contains 103346 members 
Mstep: Class 32 contains 122887 members 
Mstep: Class 33 contains 75590 members 
Mstep: Class 34 contains 985 members 
Mstep: Class 35 contains 1916 members 
Mstep: Class 36 contains 104166 members 
Mstep: Class 37 contains 3240 members 
Mstep: Class 38 contains 14725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87373080.000000 Penalty: 24835.007812
Iteration 97Q: 39 clusters Score -8.737308e+07 nChanged 13873
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 107731 members 
Mstep: Class 3 contains 56824 members 
Mstep: Class 4 contains 4956 members 
Mstep: Class 5 contains 16627 members 
Mstep: Class 6 contains 2726 members 
Mstep: Class 7 contains 140794 members 
Mstep: Class 8 contains 74332 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 81537 members 
Mstep: Class 11 contains 68689 members 
Mstep: Class 12 contains 10253 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 4822 members 
Mstep: Class 17 contains 2566 members 
Mstep: Class 18 contains 88569 members 
Mstep: Class 19 contains 26936 members 
Mstep: Class 20 contains 49763 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 93081 members 
Mstep: Class 23 contains 102625 members 
Mstep: Class 24 contains 15970 members 
Mstep: Class 25 contains 75365 members 
Mstep: Class 26 contains 7530 members 
Mstep: Class 27 contains 164011 members 
Mstep: Class 28 contains 3184 members 
Mstep: Class 29 contains 1426 members 
Mstep: Class 30 contains 81290 members 
Mstep: Class 31 contains 102127 members 
Mstep: Class 32 contains 123920 members 
Mstep: Class 33 contains 75063 members 
Mstep: Class 34 contains 992 members 
Mstep: Class 35 contains 1943 members 
Mstep: Class 36 contains 105040 members 
Mstep: Class 37 contains 3285 members 
Mstep: Class 38 contains 14755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87373696.000000 Penalty: 24835.007812
Iteration 98Q: 39 clusters Score -8.73737e+07 nChanged 13641
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 106744 members 
Mstep: Class 3 contains 55582 members 
Mstep: Class 4 contains 4883 members 
Mstep: Class 5 contains 16793 members 
Mstep: Class 6 contains 2718 members 
Mstep: Class 7 contains 140893 members 
Mstep: Class 8 contains 75333 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 81457 members 
Mstep: Class 11 contains 67517 members 
Mstep: Class 12 contains 10086 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 2831 members 
Mstep: Class 15 contains 1451 members 
Mstep: Class 16 contains 4832 members 
Mstep: Class 17 contains 2558 members 
Mstep: Class 18 contains 87510 members 
Mstep: Class 19 contains 27215 members 
Mstep: Class 20 contains 51057 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 93190 members 
Mstep: Class 23 contains 102755 members 
Mstep: Class 24 contains 16012 members 
Mstep: Class 25 contains 75279 members 
Mstep: Class 26 contains 7652 members 
Mstep: Class 27 contains 164044 members 
Mstep: Class 28 contains 3193 members 
Mstep: Class 29 contains 1434 members 
Mstep: Class 30 contains 82716 members 
Mstep: Class 31 contains 100959 members 
Mstep: Class 32 contains 124799 members 
Mstep: Class 33 contains 74525 members 
Mstep: Class 34 contains 995 members 
Mstep: Class 35 contains 1965 members 
Mstep: Class 36 contains 105906 members 
Mstep: Class 37 contains 3347 members 
Mstep: Class 38 contains 14817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87374264.000000 Penalty: 24835.007812
Iteration 99Q: 39 clusters Score -8.737426e+07 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 105847 members 
Mstep: Class 3 contains 54409 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 16954 members 
Mstep: Class 6 contains 2714 members 
Mstep: Class 7 contains 140862 members 
Mstep: Class 8 contains 76426 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 81254 members 
Mstep: Class 11 contains 66411 members 
Mstep: Class 12 contains 9909 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 2816 members 
Mstep: Class 15 contains 1449 members 
Mstep: Class 16 contains 4839 members 
Mstep: Class 17 contains 2540 members 
Mstep: Class 18 contains 86449 members 
Mstep: Class 19 contains 27469 members 
Mstep: Class 20 contains 52383 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 93362 members 
Mstep: Class 23 contains 102858 members 
Mstep: Class 24 contains 16046 members 
Mstep: Class 25 contains 75217 members 
Mstep: Class 26 contains 7788 members 
Mstep: Class 27 contains 164062 members 
Mstep: Class 28 contains 3200 members 
Mstep: Class 29 contains 1439 members 
Mstep: Class 30 contains 84197 members 
Mstep: Class 31 contains 99882 members 
Mstep: Class 32 contains 125643 members 
Mstep: Class 33 contains 73904 members 
Mstep: Class 34 contains 999 members 
Mstep: Class 35 contains 1985 members 
Mstep: Class 36 contains 106713 members 
Mstep: Class 37 contains 3407 members 
Mstep: Class 38 contains 14852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87375184.000000 Penalty: 24835.007812
Iteration 100F: 39 clusters Score -8.737518e+07 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 104828 members 
Mstep: Class 3 contains 53276 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 17093 members 
Mstep: Class 6 contains 2711 members 
Mstep: Class 7 contains 140928 members 
Mstep: Class 8 contains 77500 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 80979 members 
Mstep: Class 11 contains 65216 members 
Mstep: Class 12 contains 9716 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 2800 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 16 contains 4854 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 85351 members 
Mstep: Class 19 contains 27979 members 
Mstep: Class 20 contains 53748 members 
Mstep: Class 21 contains 1343 members 
Mstep: Class 22 contains 93585 members 
Mstep: Class 23 contains 102933 members 
Mstep: Class 24 contains 16055 members 
Mstep: Class 25 contains 75175 members 
Mstep: Class 26 contains 7922 members 
Mstep: Class 27 contains 164019 members 
Mstep: Class 28 contains 3209 members 
Mstep: Class 29 contains 1452 members 
Mstep: Class 30 contains 85672 members 
Mstep: Class 31 contains 98675 members 
Mstep: Class 32 contains 126431 members 
Mstep: Class 33 contains 73247 members 
Mstep: Class 34 contains 1001 members 
Mstep: Class 35 contains 2009 members 
Mstep: Class 36 contains 107534 members 
Mstep: Class 37 contains 3497 members 
Mstep: Class 38 contains 14874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87375672.000000 Penalty: 24835.007812
Iteration 101Q: 39 clusters Score -8.737567e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 103762 members 
Mstep: Class 3 contains 52223 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 17258 members 
Mstep: Class 6 contains 2708 members 
Mstep: Class 7 contains 141004 members 
Mstep: Class 8 contains 78653 members 
Mstep: Class 9 contains 2470 members 
Mstep: Class 10 contains 80722 members 
Mstep: Class 11 contains 64002 members 
Mstep: Class 12 contains 9539 members 
Mstep: Class 13 contains 3244 members 
Mstep: Class 14 contains 2783 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 4868 members 
Mstep: Class 17 contains 2605 members 
Mstep: Class 18 contains 84218 members 
Mstep: Class 19 contains 28466 members 
Mstep: Class 20 contains 55083 members 
Mstep: Class 21 contains 1331 members 
Mstep: Class 22 contains 93829 members 
Mstep: Class 23 contains 102966 members 
Mstep: Class 24 contains 16065 members 
Mstep: Class 25 contains 75014 members 
Mstep: Class 26 contains 8058 members 
Mstep: Class 27 contains 164004 members 
Mstep: Class 28 contains 3209 members 
Mstep: Class 29 contains 1455 members 
Mstep: Class 30 contains 87100 members 
Mstep: Class 31 contains 97468 members 
Mstep: Class 32 contains 127145 members 
Mstep: Class 33 contains 72721 members 
Mstep: Class 34 contains 1002 members 
Mstep: Class 35 contains 2035 members 
Mstep: Class 36 contains 108391 members 
Mstep: Class 37 contains 3598 members 
Mstep: Class 38 contains 14903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87375720.000000 Penalty: 24835.007812
Iteration 102Q: 39 clusters Score -8.737572e+07 nChanged 14444
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 102679 members 
Mstep: Class 3 contains 51203 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 17430 members 
Mstep: Class 6 contains 2703 members 
Mstep: Class 7 contains 141045 members 
Mstep: Class 8 contains 79760 members 
Mstep: Class 9 contains 2474 members 
Mstep: Class 10 contains 80438 members 
Mstep: Class 11 contains 62833 members 
Mstep: Class 12 contains 9365 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 2769 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 83164 members 
Mstep: Class 19 contains 29015 members 
Mstep: Class 20 contains 56493 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 94033 members 
Mstep: Class 23 contains 102915 members 
Mstep: Class 24 contains 16073 members 
Mstep: Class 25 contains 74810 members 
Mstep: Class 26 contains 8199 members 
Mstep: Class 27 contains 164043 members 
Mstep: Class 28 contains 3209 members 
Mstep: Class 29 contains 1464 members 
Mstep: Class 30 contains 88527 members 
Mstep: Class 31 contains 96226 members 
Mstep: Class 32 contains 127699 members 
Mstep: Class 33 contains 72210 members 
Mstep: Class 34 contains 1008 members 
Mstep: Class 35 contains 2062 members 
Mstep: Class 36 contains 109286 members 
Mstep: Class 37 contains 3725 members 
Mstep: Class 38 contains 14965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87376776.000000 Penalty: 24835.007812
Iteration 103Q: 39 clusters Score -8.737678e+07 nChanged 14427
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 101630 members 
Mstep: Class 3 contains 50218 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 17618 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 7 contains 141101 members 
Mstep: Class 8 contains 80929 members 
Mstep: Class 9 contains 2482 members 
Mstep: Class 10 contains 80217 members 
Mstep: Class 11 contains 61673 members 
Mstep: Class 12 contains 9200 members 
Mstep: Class 13 contains 3402 members 
Mstep: Class 14 contains 2757 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 4898 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 18 contains 82094 members 
Mstep: Class 19 contains 29605 members 
Mstep: Class 20 contains 57942 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 94281 members 
Mstep: Class 23 contains 102810 members 
Mstep: Class 24 contains 16094 members 
Mstep: Class 25 contains 74582 members 
Mstep: Class 26 contains 8348 members 
Mstep: Class 27 contains 163987 members 
Mstep: Class 28 contains 3216 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 89875 members 
Mstep: Class 31 contains 95021 members 
Mstep: Class 32 contains 128182 members 
Mstep: Class 33 contains 71676 members 
Mstep: Class 34 contains 1017 members 
Mstep: Class 35 contains 2081 members 
Mstep: Class 36 contains 110164 members 
Mstep: Class 37 contains 3849 members 
Mstep: Class 38 contains 15036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87377600.000000 Penalty: 24835.007812
Iteration 104Q: 39 clusters Score -8.73776e+07 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 100693 members 
Mstep: Class 3 contains 49272 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 17818 members 
Mstep: Class 6 contains 2682 members 
Mstep: Class 7 contains 141110 members 
Mstep: Class 8 contains 82077 members 
Mstep: Class 9 contains 2481 members 
Mstep: Class 10 contains 80015 members 
Mstep: Class 11 contains 60542 members 
Mstep: Class 12 contains 9032 members 
Mstep: Class 13 contains 3487 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 1453 members 
Mstep: Class 16 contains 4913 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 81073 members 
Mstep: Class 19 contains 30214 members 
Mstep: Class 20 contains 59381 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 94479 members 
Mstep: Class 23 contains 102659 members 
Mstep: Class 24 contains 16110 members 
Mstep: Class 25 contains 74308 members 
Mstep: Class 26 contains 8506 members 
Mstep: Class 27 contains 163953 members 
Mstep: Class 28 contains 3226 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 91196 members 
Mstep: Class 31 contains 93789 members 
Mstep: Class 32 contains 128536 members 
Mstep: Class 33 contains 71190 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 2093 members 
Mstep: Class 36 contains 111066 members 
Mstep: Class 37 contains 4004 members 
Mstep: Class 38 contains 15104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87377328.000000 Penalty: 24835.007812
Iteration 105Q: 39 clusters Score -8.737733e+07 nChanged 14141
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 99794 members 
Mstep: Class 3 contains 48358 members 
Mstep: Class 4 contains 4660 members 
Mstep: Class 5 contains 18007 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 141111 members 
Mstep: Class 8 contains 83325 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 10 contains 79726 members 
Mstep: Class 11 contains 59469 members 
Mstep: Class 12 contains 8873 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 80075 members 
Mstep: Class 19 contains 30820 members 
Mstep: Class 20 contains 60801 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 94747 members 
Mstep: Class 23 contains 102456 members 
Mstep: Class 24 contains 16125 members 
Mstep: Class 25 contains 73969 members 
Mstep: Class 26 contains 8674 members 
Mstep: Class 27 contains 163901 members 
Mstep: Class 28 contains 3241 members 
Mstep: Class 29 contains 1515 members 
Mstep: Class 30 contains 92491 members 
Mstep: Class 31 contains 92569 members 
Mstep: Class 32 contains 128900 members 
Mstep: Class 33 contains 70716 members 
Mstep: Class 34 contains 1032 members 
Mstep: Class 35 contains 2105 members 
Mstep: Class 36 contains 111916 members 
Mstep: Class 37 contains 4183 members 
Mstep: Class 38 contains 15188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87378104.000000 Penalty: 24835.007812
Iteration 106Q: 39 clusters Score -8.73781e+07 nChanged 13866
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 98899 members 
Mstep: Class 3 contains 47468 members 
Mstep: Class 4 contains 4610 members 
Mstep: Class 5 contains 18200 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 141114 members 
Mstep: Class 8 contains 84635 members 
Mstep: Class 9 contains 2475 members 
Mstep: Class 10 contains 79455 members 
Mstep: Class 11 contains 58456 members 
Mstep: Class 12 contains 8721 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 4938 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 79067 members 
Mstep: Class 19 contains 31380 members 
Mstep: Class 20 contains 62248 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 95025 members 
Mstep: Class 23 contains 102216 members 
Mstep: Class 24 contains 16120 members 
Mstep: Class 25 contains 73557 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 163936 members 
Mstep: Class 28 contains 3254 members 
Mstep: Class 29 contains 1526 members 
Mstep: Class 30 contains 93660 members 
Mstep: Class 31 contains 91362 members 
Mstep: Class 32 contains 129254 members 
Mstep: Class 33 contains 70320 members 
Mstep: Class 34 contains 1038 members 
Mstep: Class 35 contains 2114 members 
Mstep: Class 36 contains 112665 members 
Mstep: Class 37 contains 4366 members 
Mstep: Class 38 contains 15270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87378360.000000 Penalty: 24835.007812
Iteration 107Q: 39 clusters Score -8.737836e+07 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 98085 members 
Mstep: Class 3 contains 46619 members 
Mstep: Class 4 contains 4566 members 
Mstep: Class 5 contains 18410 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 141133 members 
Mstep: Class 8 contains 85887 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 79111 members 
Mstep: Class 11 contains 57438 members 
Mstep: Class 12 contains 8562 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 4944 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 78085 members 
Mstep: Class 19 contains 31985 members 
Mstep: Class 20 contains 63631 members 
Mstep: Class 21 contains 1275 members 
Mstep: Class 22 contains 95313 members 
Mstep: Class 23 contains 101924 members 
Mstep: Class 24 contains 16125 members 
Mstep: Class 25 contains 73152 members 
Mstep: Class 26 contains 8975 members 
Mstep: Class 27 contains 164003 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 1532 members 
Mstep: Class 30 contains 94866 members 
Mstep: Class 31 contains 90152 members 
Mstep: Class 32 contains 129559 members 
Mstep: Class 33 contains 69981 members 
Mstep: Class 34 contains 1047 members 
Mstep: Class 35 contains 2119 members 
Mstep: Class 36 contains 113368 members 
Mstep: Class 37 contains 4566 members 
Mstep: Class 38 contains 15341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87379160.000000 Penalty: 24835.007812
Iteration 108Q: 39 clusters Score -8.737916e+07 nChanged 13395
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 97309 members 
Mstep: Class 3 contains 45845 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 18648 members 
Mstep: Class 6 contains 2652 members 
Mstep: Class 7 contains 141157 members 
Mstep: Class 8 contains 87200 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 78799 members 
Mstep: Class 11 contains 56464 members 
Mstep: Class 12 contains 8407 members 
Mstep: Class 13 contains 3748 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 4950 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 77142 members 
Mstep: Class 19 contains 32645 members 
Mstep: Class 20 contains 65024 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 95574 members 
Mstep: Class 23 contains 101609 members 
Mstep: Class 24 contains 16129 members 
Mstep: Class 25 contains 72678 members 
Mstep: Class 26 contains 9123 members 
Mstep: Class 27 contains 164040 members 
Mstep: Class 28 contains 3283 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 95968 members 
Mstep: Class 31 contains 88981 members 
Mstep: Class 32 contains 129786 members 
Mstep: Class 33 contains 69594 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 2126 members 
Mstep: Class 36 contains 114062 members 
Mstep: Class 37 contains 4739 members 
Mstep: Class 38 contains 15405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87379664.000000 Penalty: 24835.007812
Iteration 109Q: 39 clusters Score -8.737966e+07 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 96623 members 
Mstep: Class 3 contains 45125 members 
Mstep: Class 4 contains 4483 members 
Mstep: Class 5 contains 18902 members 
Mstep: Class 6 contains 2652 members 
Mstep: Class 7 contains 141152 members 
Mstep: Class 8 contains 88535 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 78497 members 
Mstep: Class 11 contains 55490 members 
Mstep: Class 12 contains 8266 members 
Mstep: Class 13 contains 3787 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 4958 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 18 contains 76199 members 
Mstep: Class 19 contains 33280 members 
Mstep: Class 20 contains 66395 members 
Mstep: Class 21 contains 1256 members 
Mstep: Class 22 contains 95848 members 
Mstep: Class 23 contains 101287 members 
Mstep: Class 24 contains 16115 members 
Mstep: Class 25 contains 72202 members 
Mstep: Class 26 contains 9268 members 
Mstep: Class 27 contains 163963 members 
Mstep: Class 28 contains 3302 members 
Mstep: Class 29 contains 1545 members 
Mstep: Class 30 contains 97032 members 
Mstep: Class 31 contains 87934 members 
Mstep: Class 32 contains 129913 members 
Mstep: Class 33 contains 69199 members 
Mstep: Class 34 contains 1049 members 
Mstep: Class 35 contains 2133 members 
Mstep: Class 36 contains 114755 members 
Mstep: Class 37 contains 4914 members 
Mstep: Class 38 contains 15493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87379776.000000 Penalty: 24835.007812
Iteration 110Q: 39 clusters Score -8.737978e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 95977 members 
Mstep: Class 3 contains 44436 members 
Mstep: Class 4 contains 4429 members 
Mstep: Class 5 contains 19191 members 
Mstep: Class 6 contains 2653 members 
Mstep: Class 7 contains 141117 members 
Mstep: Class 8 contains 89971 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 78256 members 
Mstep: Class 11 contains 54576 members 
Mstep: Class 12 contains 8095 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 4964 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 75254 members 
Mstep: Class 19 contains 33912 members 
Mstep: Class 20 contains 67732 members 
Mstep: Class 21 contains 1238 members 
Mstep: Class 22 contains 96150 members 
Mstep: Class 23 contains 100953 members 
Mstep: Class 24 contains 16112 members 
Mstep: Class 25 contains 71609 members 
Mstep: Class 26 contains 9405 members 
Mstep: Class 27 contains 163902 members 
Mstep: Class 28 contains 3323 members 
Mstep: Class 29 contains 1547 members 
Mstep: Class 30 contains 97971 members 
Mstep: Class 31 contains 86829 members 
Mstep: Class 32 contains 130060 members 
Mstep: Class 33 contains 68834 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 2136 members 
Mstep: Class 36 contains 115415 members 
Mstep: Class 37 contains 5118 members 
Mstep: Class 38 contains 15601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87379312.000000 Penalty: 24835.007812
Iteration 111Q: 39 clusters Score -8.737931e+07 nChanged 13385
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 95382 members 
Mstep: Class 3 contains 43826 members 
Mstep: Class 4 contains 4379 members 
Mstep: Class 5 contains 19460 members 
Mstep: Class 6 contains 2648 members 
Mstep: Class 7 contains 141055 members 
Mstep: Class 8 contains 91404 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 78079 members 
Mstep: Class 11 contains 53581 members 
Mstep: Class 12 contains 7958 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 2707 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 4976 members 
Mstep: Class 17 contains 2743 members 
Mstep: Class 18 contains 74294 members 
Mstep: Class 19 contains 34546 members 
Mstep: Class 20 contains 69025 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 96480 members 
Mstep: Class 23 contains 100616 members 
Mstep: Class 24 contains 16083 members 
Mstep: Class 25 contains 70907 members 
Mstep: Class 26 contains 9555 members 
Mstep: Class 27 contains 163863 members 
Mstep: Class 28 contains 3341 members 
Mstep: Class 29 contains 1546 members 
Mstep: Class 30 contains 98872 members 
Mstep: Class 31 contains 85726 members 
Mstep: Class 32 contains 130284 members 
Mstep: Class 33 contains 68490 members 
Mstep: Class 34 contains 1046 members 
Mstep: Class 35 contains 2142 members 
Mstep: Class 36 contains 116036 members 
Mstep: Class 37 contains 5334 members 
Mstep: Class 38 contains 15719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87380136.000000 Penalty: 24835.007812
Iteration 112Q: 39 clusters Score -8.738014e+07 nChanged 13449
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 94857 members 
Mstep: Class 3 contains 43269 members 
Mstep: Class 4 contains 4281 members 
Mstep: Class 5 contains 19755 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 141020 members 
Mstep: Class 8 contains 92798 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 10 contains 77860 members 
Mstep: Class 11 contains 52570 members 
Mstep: Class 12 contains 7842 members 
Mstep: Class 13 contains 3881 members 
Mstep: Class 14 contains 2694 members 
Mstep: Class 15 contains 1464 members 
Mstep: Class 16 contains 4989 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 18 contains 73392 members 
Mstep: Class 19 contains 35150 members 
Mstep: Class 20 contains 70367 members 
Mstep: Class 21 contains 1197 members 
Mstep: Class 22 contains 96847 members 
Mstep: Class 23 contains 100248 members 
Mstep: Class 24 contains 16052 members 
Mstep: Class 25 contains 70180 members 
Mstep: Class 26 contains 9698 members 
Mstep: Class 27 contains 163824 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 1548 members 
Mstep: Class 30 contains 99778 members 
Mstep: Class 31 contains 84672 members 
Mstep: Class 32 contains 130297 members 
Mstep: Class 33 contains 68155 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 2147 members 
Mstep: Class 36 contains 116653 members 
Mstep: Class 37 contains 5544 members 
Mstep: Class 38 contains 15867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87380464.000000 Penalty: 24835.007812
Iteration 113Q: 39 clusters Score -8.738046e+07 nChanged 13307
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 94388 members 
Mstep: Class 3 contains 42732 members 
Mstep: Class 4 contains 4182 members 
Mstep: Class 5 contains 20054 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 141024 members 
Mstep: Class 8 contains 94214 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 77650 members 
Mstep: Class 11 contains 51473 members 
Mstep: Class 12 contains 7729 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 2688 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 18 contains 72514 members 
Mstep: Class 19 contains 35693 members 
Mstep: Class 20 contains 71853 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 97260 members 
Mstep: Class 23 contains 99897 members 
Mstep: Class 24 contains 16005 members 
Mstep: Class 25 contains 69431 members 
Mstep: Class 26 contains 9844 members 
Mstep: Class 27 contains 163797 members 
Mstep: Class 28 contains 3366 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 100672 members 
Mstep: Class 31 contains 83649 members 
Mstep: Class 32 contains 130098 members 
Mstep: Class 33 contains 67848 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 2149 members 
Mstep: Class 36 contains 117262 members 
Mstep: Class 37 contains 5764 members 
Mstep: Class 38 contains 16023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381288.000000 Penalty: 24835.007812
Iteration 114Q: 39 clusters Score -8.738129e+07 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 93961 members 
Mstep: Class 3 contains 42281 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 20366 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 141123 members 
Mstep: Class 8 contains 95574 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 77432 members 
Mstep: Class 11 contains 50434 members 
Mstep: Class 12 contains 7631 members 
Mstep: Class 13 contains 3900 members 
Mstep: Class 14 contains 2691 members 
Mstep: Class 15 contains 1460 members 
Mstep: Class 16 contains 4998 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 18 contains 71511 members 
Mstep: Class 19 contains 36238 members 
Mstep: Class 20 contains 73350 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 97691 members 
Mstep: Class 23 contains 99552 members 
Mstep: Class 24 contains 15960 members 
Mstep: Class 25 contains 68638 members 
Mstep: Class 26 contains 9987 members 
Mstep: Class 27 contains 163742 members 
Mstep: Class 28 contains 3377 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 101395 members 
Mstep: Class 31 contains 82629 members 
Mstep: Class 32 contains 129863 members 
Mstep: Class 33 contains 67582 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 2149 members 
Mstep: Class 36 contains 117902 members 
Mstep: Class 37 contains 5983 members 
Mstep: Class 38 contains 16191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381536.000000 Penalty: 24835.007812
Iteration 115Q: 39 clusters Score -8.738154e+07 nChanged 13083
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 93585 members 
Mstep: Class 3 contains 41946 members 
Mstep: Class 4 contains 4040 members 
Mstep: Class 5 contains 20682 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 141214 members 
Mstep: Class 8 contains 96961 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 77214 members 
Mstep: Class 11 contains 49439 members 
Mstep: Class 12 contains 7554 members 
Mstep: Class 13 contains 3891 members 
Mstep: Class 14 contains 2696 members 
Mstep: Class 15 contains 1459 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 70548 members 
Mstep: Class 19 contains 36774 members 
Mstep: Class 20 contains 74947 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 98092 members 
Mstep: Class 23 contains 99229 members 
Mstep: Class 24 contains 15922 members 
Mstep: Class 25 contains 67771 members 
Mstep: Class 26 contains 10158 members 
Mstep: Class 27 contains 163717 members 
Mstep: Class 28 contains 3378 members 
Mstep: Class 29 contains 1532 members 
Mstep: Class 30 contains 102086 members 
Mstep: Class 31 contains 81605 members 
Mstep: Class 32 contains 129322 members 
Mstep: Class 33 contains 67290 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 2150 members 
Mstep: Class 36 contains 118519 members 
Mstep: Class 37 contains 6179 members 
Mstep: Class 38 contains 16414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381792.000000 Penalty: 24835.007812
Iteration 116Q: 39 clusters Score -8.738179e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 93210 members 
Mstep: Class 3 contains 41679 members 
Mstep: Class 4 contains 3960 members 
Mstep: Class 5 contains 20975 members 
Mstep: Class 6 contains 2618 members 
Mstep: Class 7 contains 141264 members 
Mstep: Class 8 contains 98409 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 76994 members 
Mstep: Class 11 contains 48482 members 
Mstep: Class 12 contains 7487 members 
Mstep: Class 13 contains 3905 members 
Mstep: Class 14 contains 2691 members 
Mstep: Class 15 contains 1452 members 
Mstep: Class 16 contains 5013 members 
Mstep: Class 17 contains 2742 members 
Mstep: Class 18 contains 69570 members 
Mstep: Class 19 contains 37259 members 
Mstep: Class 20 contains 76489 members 
Mstep: Class 21 contains 1142 members 
Mstep: Class 22 contains 98531 members 
Mstep: Class 23 contains 98927 members 
Mstep: Class 24 contains 15868 members 
Mstep: Class 25 contains 66793 members 
Mstep: Class 26 contains 10310 members 
Mstep: Class 27 contains 163655 members 
Mstep: Class 28 contains 3377 members 
Mstep: Class 29 contains 1529 members 
Mstep: Class 30 contains 102725 members 
Mstep: Class 31 contains 80707 members 
Mstep: Class 32 contains 128793 members 
Mstep: Class 33 contains 67042 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 2152 members 
Mstep: Class 36 contains 119118 members 
Mstep: Class 37 contains 6350 members 
Mstep: Class 38 contains 16675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381976.000000 Penalty: 24835.007812
Iteration 117Q: 39 clusters Score -8.738198e+07 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 92851 members 
Mstep: Class 3 contains 41422 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 21298 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 141221 members 
Mstep: Class 8 contains 99897 members 
Mstep: Class 9 contains 2380 members 
Mstep: Class 10 contains 76833 members 
Mstep: Class 11 contains 47594 members 
Mstep: Class 12 contains 7416 members 
Mstep: Class 13 contains 3913 members 
Mstep: Class 14 contains 2688 members 
Mstep: Class 15 contains 1443 members 
Mstep: Class 16 contains 5024 members 
Mstep: Class 17 contains 2734 members 
Mstep: Class 18 contains 68659 members 
Mstep: Class 19 contains 37748 members 
Mstep: Class 20 contains 77987 members 
Mstep: Class 21 contains 1131 members 
Mstep: Class 22 contains 98965 members 
Mstep: Class 23 contains 98625 members 
Mstep: Class 24 contains 15822 members 
Mstep: Class 25 contains 65709 members 
Mstep: Class 26 contains 10459 members 
Mstep: Class 27 contains 163556 members 
Mstep: Class 28 contains 3377 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 103219 members 
Mstep: Class 31 contains 79872 members 
Mstep: Class 32 contains 128268 members 
Mstep: Class 33 contains 66867 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 2154 members 
Mstep: Class 36 contains 119709 members 
Mstep: Class 37 contains 6494 members 
Mstep: Class 38 contains 16948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381784.000000 Penalty: 24835.007812
Iteration 118Q: 39 clusters Score -8.738178e+07 nChanged 12399
Entering ConstructFrom: 
Score: -87381784.000000 Penalty: 24835.007812
Entering ConstructFrom: 
Trying to split cluster 1 (8779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Entering Unmasked Estep 
Score: -475544.187500 Penalty: 413.145386
	Iteration 0F: 2 clusters Score -475544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -469751.187500 Penalty: 826.290771
	Iteration 0F: 3 clusters Score -469751.2 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -471985.687500 Penalty: 826.290771
	Iteration 1F: 3 clusters Score -471985.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -472200.750000 Penalty: 826.290771
	Iteration 2F: 3 clusters Score -472200.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -472491.156250 Penalty: 826.290771
	Iteration 3F: 3 clusters Score -472491.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -472921.250000 Penalty: 826.290771
	Iteration 4F: 3 clusters Score -472921.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -473410.531250 Penalty: 826.290771
	Iteration 5F: 3 clusters Score -473410.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -473870.312500 Penalty: 826.290771
	Iteration 6F: 3 clusters Score -473870.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -474171.250000 Penalty: 826.290771
	Iteration 7F: 3 clusters Score -474171.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -474358.500000 Penalty: 826.290771
	Iteration 8Q: 3 clusters Score -474358.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -474472.437500 Penalty: 826.290771
	Iteration 9Q: 3 clusters Score -474472.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -474554.968750 Penalty: 826.290771
	Iteration 10Q: 3 clusters Score -474555 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -474609.718750 Penalty: 826.290771
	Iteration 11Q: 3 clusters Score -474609.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -474654.437500 Penalty: 826.290771
	Iteration 12Q: 3 clusters Score -474654.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -474702.843750 Penalty: 826.290771
	Iteration 13Q: 3 clusters Score -474702.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -474743.125000 Penalty: 826.290771
	Iteration 14Q: 3 clusters Score -474743.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -474774.937500 Penalty: 826.290771
	Iteration 15Q: 3 clusters Score -474774.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -474809.125000 Penalty: 826.290771
	Iteration 16Q: 3 clusters Score -474809.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -474841.031250 Penalty: 826.290771
	Iteration 17Q: 3 clusters Score -474841 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -474868.281250 Penalty: 826.290771
	Iteration 18Q: 3 clusters Score -474868.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -474888.000000 Penalty: 826.290771
	Iteration 19Q: 3 clusters Score -474888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -474904.875000 Penalty: 826.290771
	Iteration 20F: 3 clusters Score -474904.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -474921.312500 Penalty: 826.290771
	Iteration 21Q: 3 clusters Score -474921.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -474942.812500 Penalty: 826.290771
	Iteration 22Q: 3 clusters Score -474942.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -474972.906250 Penalty: 826.290771
	Iteration 23Q: 3 clusters Score -474972.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -474994.656250 Penalty: 826.290771
	Iteration 24Q: 3 clusters Score -474994.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -475007.625000 Penalty: 826.290771
	Iteration 25Q: 3 clusters Score -475007.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -475022.500000 Penalty: 826.290771
	Iteration 26Q: 3 clusters Score -475022.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -475036.343750 Penalty: 826.290771
	Iteration 27Q: 3 clusters Score -475036.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -475048.281250 Penalty: 826.290771
	Iteration 28Q: 3 clusters Score -475048.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -475059.812500 Penalty: 826.290771
	Iteration 29Q: 3 clusters Score -475059.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -475070.312500 Penalty: 826.290771
	Iteration 30Q: 3 clusters Score -475070.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -475084.968750 Penalty: 826.290771
	Iteration 31Q: 3 clusters Score -475085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -475092.687500 Penalty: 826.290771
	Iteration 32Q: 3 clusters Score -475092.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -475101.156250 Penalty: 826.290771
	Iteration 33Q: 3 clusters Score -475101.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -475108.031250 Penalty: 826.290771
	Iteration 34Q: 3 clusters Score -475108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -475116.250000 Penalty: 826.290771
	Iteration 35Q: 3 clusters Score -475116.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -475125.281250 Penalty: 826.290771
	Iteration 36Q: 3 clusters Score -475125.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -475135.718750 Penalty: 826.290771
	Iteration 37Q: 3 clusters Score -475135.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -475146.218750 Penalty: 826.290771
	Iteration 38Q: 3 clusters Score -475146.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -475153.812500 Penalty: 826.290771
	Iteration 39Q: 3 clusters Score -475153.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -475162.250000 Penalty: 826.290771
	Iteration 40F: 3 clusters Score -475162.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -475172.500000 Penalty: 826.290771
	Iteration 41Q: 3 clusters Score -475172.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -475178.437500 Penalty: 826.290771
	Iteration 42Q: 3 clusters Score -475178.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -475184.468750 Penalty: 826.290771
	Iteration 43Q: 3 clusters Score -475184.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -475193.500000 Penalty: 826.290771
	Iteration 44Q: 3 clusters Score -475193.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -475200.218750 Penalty: 826.290771
	Iteration 45Q: 3 clusters Score -475200.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -475205.875000 Penalty: 826.290771
	Iteration 46Q: 3 clusters Score -475205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -475210.250000 Penalty: 826.290771
	Iteration 47Q: 3 clusters Score -475210.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -475213.531250 Penalty: 826.290771
	Iteration 48Q: 3 clusters Score -475213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -475213.593750 Penalty: 826.290771
	Iteration 49Q: 3 clusters Score -475213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -475213.593750 Penalty: 826.290771
	Iteration 50F: 3 clusters Score -475213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92554 members 
Entering Unmasked Estep 
Score: -4878829.500000 Penalty: 520.317444
	Iteration 0F: 2 clusters Score -4878830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -4817148.000000 Penalty: 1040.634888
	Iteration 0F: 3 clusters Score -4817148 nChanged 45042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -4844493.000000 Penalty: 1040.634888
	Iteration 1F: 3 clusters Score -4844493 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -4845661.500000 Penalty: 1040.634888
	Iteration 2Q: 3 clusters Score -4845662 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -4847525.500000 Penalty: 1040.634888
	Iteration 3Q: 3 clusters Score -4847526 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4850792.000000 Penalty: 1040.634888
	Iteration 4F: 3 clusters Score -4850792 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4855859.000000 Penalty: 1040.634888
	Iteration 5F: 3 clusters Score -4855859 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4861529.000000 Penalty: 1040.634888
	Iteration 6F: 3 clusters Score -4861529 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -4865074.000000 Penalty: 1040.634888
	Iteration 7F: 3 clusters Score -4865074 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -4866606.000000 Penalty: 1040.634888
	Iteration 8Q: 3 clusters Score -4866606 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -4867525.500000 Penalty: 1040.634888
	Iteration 9Q: 3 clusters Score -4867526 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4868313.000000 Penalty: 1040.634888
	Iteration 10Q: 3 clusters Score -4868313 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -4869135.000000 Penalty: 1040.634888
	Iteration 11Q: 3 clusters Score -4869135 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -4869944.500000 Penalty: 1040.634888
	Iteration 12Q: 3 clusters Score -4869944 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4870743.500000 Penalty: 1040.634888
	Iteration 13Q: 3 clusters Score -4870744 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79647 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -4871544.000000 Penalty: 1040.634888
	Iteration 14Q: 3 clusters Score -4871544 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4872357.500000 Penalty: 1040.634888
	Iteration 15Q: 3 clusters Score -4872358 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -4873182.500000 Penalty: 1040.634888
	Iteration 16Q: 3 clusters Score -4873182 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -4873945.000000 Penalty: 1040.634888
	Iteration 17Q: 3 clusters Score -4873945 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85340 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -4874681.500000 Penalty: 1040.634888
	Iteration 18Q: 3 clusters Score -4874682 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86460 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -4875335.500000 Penalty: 1040.634888
	Iteration 19Q: 3 clusters Score -4875336 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4875871.500000 Penalty: 1040.634888
	Iteration 20F: 3 clusters Score -4875872 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4876348.500000 Penalty: 1040.634888
	Iteration 21Q: 3 clusters Score -4876348 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4876810.000000 Penalty: 1040.634888
	Iteration 22Q: 3 clusters Score -4876810 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89663 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4877149.500000 Penalty: 1040.634888
	Iteration 23Q: 3 clusters Score -4877150 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4877440.000000 Penalty: 1040.634888
	Iteration 24Q: 3 clusters Score -4877440 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90638 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4877663.500000 Penalty: 1040.634888
	Iteration 25Q: 3 clusters Score -4877664 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91029 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4877858.000000 Penalty: 1040.634888
	Iteration 26Q: 3 clusters Score -4877858 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91323 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4878013.500000 Penalty: 1040.634888
	Iteration 27Q: 3 clusters Score -4878014 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4878158.500000 Penalty: 1040.634888
	Iteration 28Q: 3 clusters Score -4878158 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4878245.000000 Penalty: 1040.634888
	Iteration 29Q: 3 clusters Score -4878245 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4878289.500000 Penalty: 1040.634888
	Iteration 30Q: 3 clusters Score -4878290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91946 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4878317.000000 Penalty: 1040.634888
	Iteration 31Q: 3 clusters Score -4878317 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4878344.500000 Penalty: 1040.634888
	Iteration 32Q: 3 clusters Score -4878344 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92088 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4878379.000000 Penalty: 1040.634888
	Iteration 33Q: 3 clusters Score -4878379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4878396.000000 Penalty: 1040.634888
	Iteration 34Q: 3 clusters Score -4878396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92157 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4878402.500000 Penalty: 1040.634888
	Iteration 35Q: 3 clusters Score -4878402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4878408.000000 Penalty: 1040.634888
	Iteration 36Q: 3 clusters Score -4878408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4878409.500000 Penalty: 1040.634888
	Iteration 37Q: 3 clusters Score -4878410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4878411.500000 Penalty: 1040.634888
	Iteration 38Q: 3 clusters Score -4878412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4878419.500000 Penalty: 1040.634888
	Iteration 39Q: 3 clusters Score -4878420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4878421.000000 Penalty: 1040.634888
	Iteration 40F: 3 clusters Score -4878421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4878422.000000 Penalty: 1040.634888
	Iteration 41Q: 3 clusters Score -4878422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92252 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4878424.000000 Penalty: 1040.634888
	Iteration 42Q: 3 clusters Score -4878424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92254 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4878424.000000 Penalty: 1040.634888
	Iteration 43Q: 3 clusters Score -4878424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92258 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4878426.500000 Penalty: 1040.634888
	Iteration 44Q: 3 clusters Score -4878426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92258 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4878424.500000 Penalty: 1040.634888
	Iteration 45Q: 3 clusters Score -4878424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4878425.000000 Penalty: 1040.634888
	Iteration 46Q: 3 clusters Score -4878425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92262 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4878427.500000 Penalty: 1040.634888
	Iteration 47Q: 3 clusters Score -4878428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4878431.500000 Penalty: 1040.634888
	Iteration 48Q: 3 clusters Score -4878432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4878429.500000 Penalty: 1040.634888
	Iteration 49Q: 3 clusters Score -4878430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4878429.000000 Penalty: 1040.634888
	Iteration 50Q: 3 clusters Score -4878429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4878433.000000 Penalty: 1040.634888
	Iteration 51Q: 3 clusters Score -4878433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4878431.500000 Penalty: 1040.634888
	Iteration 52Q: 3 clusters Score -4878432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92278 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4878437.000000 Penalty: 1040.634888
	Iteration 53Q: 3 clusters Score -4878437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4878433.500000 Penalty: 1040.634888
	Iteration 54Q: 3 clusters Score -4878434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4878433.000000 Penalty: 1040.634888
	Iteration 55Q: 3 clusters Score -4878433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4878433.000000 Penalty: 1040.634888
	Iteration 56Q: 3 clusters Score -4878433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4878433.500000 Penalty: 1040.634888
	Iteration 57Q: 3 clusters Score -4878434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4878433.500000 Penalty: 1040.634888
	Iteration 58F: 3 clusters Score -4878434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Entering Unmasked Estep 
Score: -2324103.750000 Penalty: 483.496216
	Iteration 0F: 2 clusters Score -2324104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2296467.750000 Penalty: 966.992432
	Iteration 0F: 3 clusters Score -2296468 nChanged 19964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2308117.000000 Penalty: 966.992432
	Iteration 1F: 3 clusters Score -2308117 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2308500.500000 Penalty: 966.992432
	Iteration 2Q: 3 clusters Score -2308500 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -2309019.500000 Penalty: 966.992432
	Iteration 3Q: 3 clusters Score -2309020 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -2309838.250000 Penalty: 966.992432
	Iteration 4Q: 3 clusters Score -2309838 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -2311385.750000 Penalty: 966.992432
	Iteration 5F: 3 clusters Score -2311386 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -2313782.000000 Penalty: 966.992432
	Iteration 6F: 3 clusters Score -2313782 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -2316502.500000 Penalty: 966.992432
	Iteration 7F: 3 clusters Score -2316502 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -2318429.250000 Penalty: 966.992432
	Iteration 8F: 3 clusters Score -2318429 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -2319490.750000 Penalty: 966.992432
	Iteration 9Q: 3 clusters Score -2319491 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -2320197.500000 Penalty: 966.992432
	Iteration 10Q: 3 clusters Score -2320198 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -2320750.750000 Penalty: 966.992432
	Iteration 11Q: 3 clusters Score -2320751 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -2321291.000000 Penalty: 966.992432
	Iteration 12Q: 3 clusters Score -2321291 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -2321765.250000 Penalty: 966.992432
	Iteration 13Q: 3 clusters Score -2321765 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -2322155.750000 Penalty: 966.992432
	Iteration 14Q: 3 clusters Score -2322156 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -2322489.750000 Penalty: 966.992432
	Iteration 15Q: 3 clusters Score -2322490 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -2322751.750000 Penalty: 966.992432
	Iteration 16Q: 3 clusters Score -2322752 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -2322975.000000 Penalty: 966.992432
	Iteration 17Q: 3 clusters Score -2322975 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -2323158.500000 Penalty: 966.992432
	Iteration 18Q: 3 clusters Score -2323158 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -2323310.000000 Penalty: 966.992432
	Iteration 19Q: 3 clusters Score -2323310 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -2323424.000000 Penalty: 966.992432
	Iteration 20F: 3 clusters Score -2323424 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -2323506.250000 Penalty: 966.992432
	Iteration 21Q: 3 clusters Score -2323506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -2323554.500000 Penalty: 966.992432
	Iteration 22Q: 3 clusters Score -2323554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -2323600.000000 Penalty: 966.992432
	Iteration 23Q: 3 clusters Score -2323600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -2323626.250000 Penalty: 966.992432
	Iteration 24Q: 3 clusters Score -2323626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -2323640.500000 Penalty: 966.992432
	Iteration 25Q: 3 clusters Score -2323640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -2323653.000000 Penalty: 966.992432
	Iteration 26Q: 3 clusters Score -2323653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -2323662.250000 Penalty: 966.992432
	Iteration 27Q: 3 clusters Score -2323662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -2323674.250000 Penalty: 966.992432
	Iteration 28Q: 3 clusters Score -2323674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -2323681.500000 Penalty: 966.992432
	Iteration 29Q: 3 clusters Score -2323682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -2323685.000000 Penalty: 966.992432
	Iteration 30Q: 3 clusters Score -2323685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -2323686.500000 Penalty: 966.992432
	Iteration 31Q: 3 clusters Score -2323686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -2323687.000000 Penalty: 966.992432
	Iteration 32Q: 3 clusters Score -2323687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -2323687.000000 Penalty: 966.992432
	Iteration 33F: 3 clusters Score -2323687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Entering Unmasked Estep 
Score: -224930.906250 Penalty: 375.592926
	Iteration 0F: 2 clusters Score -224930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -222306.484375 Penalty: 751.185852
	Iteration 0F: 3 clusters Score -222306.5 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -223224.609375 Penalty: 751.185852
	Iteration 1F: 3 clusters Score -223224.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -223328.359375 Penalty: 751.185852
	Iteration 2F: 3 clusters Score -223328.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -223425.390625 Penalty: 751.185852
	Iteration 3F: 3 clusters Score -223425.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -223513.265625 Penalty: 751.185852
	Iteration 4Q: 3 clusters Score -223513.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -223630.609375 Penalty: 751.185852
	Iteration 5Q: 3 clusters Score -223630.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -223778.390625 Penalty: 751.185852
	Iteration 6Q: 3 clusters Score -223778.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -223968.343750 Penalty: 751.185852
	Iteration 7F: 3 clusters Score -223968.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -224136.875000 Penalty: 751.185852
	Iteration 8Q: 3 clusters Score -224136.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -224237.671875 Penalty: 751.185852
	Iteration 9Q: 3 clusters Score -224237.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -224303.750000 Penalty: 751.185852
	Iteration 10Q: 3 clusters Score -224303.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -224343.765625 Penalty: 751.185852
	Iteration 11Q: 3 clusters Score -224343.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -224391.359375 Penalty: 751.185852
	Iteration 12Q: 3 clusters Score -224391.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -224417.171875 Penalty: 751.185852
	Iteration 13Q: 3 clusters Score -224417.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -224431.640625 Penalty: 751.185852
	Iteration 14Q: 3 clusters Score -224431.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -224444.984375 Penalty: 751.185852
	Iteration 15Q: 3 clusters Score -224445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -224452.250000 Penalty: 751.185852
	Iteration 16Q: 3 clusters Score -224452.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -224455.843750 Penalty: 751.185852
	Iteration 17Q: 3 clusters Score -224455.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -224458.187500 Penalty: 751.185852
	Iteration 18Q: 3 clusters Score -224458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -224460.562500 Penalty: 751.185852
	Iteration 19Q: 3 clusters Score -224460.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -224463.546875 Penalty: 751.185852
	Iteration 20F: 3 clusters Score -224463.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -224465.703125 Penalty: 751.185852
	Iteration 21Q: 3 clusters Score -224465.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -224467.203125 Penalty: 751.185852
	Iteration 22Q: 3 clusters Score -224467.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -224468.156250 Penalty: 751.185852
	Iteration 23Q: 3 clusters Score -224468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -224469.312500 Penalty: 751.185852
	Iteration 24Q: 3 clusters Score -224469.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -224469.343750 Penalty: 751.185852
	Iteration 25Q: 3 clusters Score -224469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -224469.781250 Penalty: 751.185852
	Iteration 26Q: 3 clusters Score -224469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -224469.875000 Penalty: 751.185852
	Iteration 27Q: 3 clusters Score -224469.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -224469.875000 Penalty: 751.185852
	Iteration 28F: 3 clusters Score -224469.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Entering Unmasked Estep 
Score: -1167200.875000 Penalty: 454.104095
	Iteration 0F: 2 clusters Score -1167201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1152867.375000 Penalty: 908.208191
	Iteration 0F: 3 clusters Score -1152867 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1158746.125000 Penalty: 908.208191
	Iteration 1F: 3 clusters Score -1158746 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1159020.125000 Penalty: 908.208191
	Iteration 2Q: 3 clusters Score -1159020 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1159390.000000 Penalty: 908.208191
	Iteration 3Q: 3 clusters Score -1159390 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1159882.125000 Penalty: 908.208191
	Iteration 4F: 3 clusters Score -1159882 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1160597.250000 Penalty: 908.208191
	Iteration 5F: 3 clusters Score -1160597 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1161614.625000 Penalty: 908.208191
	Iteration 6F: 3 clusters Score -1161615 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1162798.250000 Penalty: 908.208191
	Iteration 7F: 3 clusters Score -1162798 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1163963.000000 Penalty: 908.208191
	Iteration 8F: 3 clusters Score -1163963 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1164772.000000 Penalty: 908.208191
	Iteration 9Q: 3 clusters Score -1164772 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1165346.000000 Penalty: 908.208191
	Iteration 10Q: 3 clusters Score -1165346 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1165950.750000 Penalty: 908.208191
	Iteration 11Q: 3 clusters Score -1165951 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1166429.125000 Penalty: 908.208191
	Iteration 12Q: 3 clusters Score -1166429 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1166769.375000 Penalty: 908.208191
	Iteration 13Q: 3 clusters Score -1166769 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1166926.875000 Penalty: 908.208191
	Iteration 14Q: 3 clusters Score -1166927 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1167011.125000 Penalty: 908.208191
	Iteration 15Q: 3 clusters Score -1167011 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1167044.375000 Penalty: 908.208191
	Iteration 16Q: 3 clusters Score -1167044 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1167067.250000 Penalty: 908.208191
	Iteration 17Q: 3 clusters Score -1167067 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1167070.125000 Penalty: 908.208191
	Iteration 18Q: 3 clusters Score -1167070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1167075.000000 Penalty: 908.208191
	Iteration 19Q: 3 clusters Score -1167075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1167084.250000 Penalty: 908.208191
	Iteration 20F: 3 clusters Score -1167084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1167082.375000 Penalty: 908.208191
	Iteration 21Q: 3 clusters Score -1167082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1167081.625000 Penalty: 908.208191
	Iteration 22Q: 3 clusters Score -1167082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1167083.000000 Penalty: 908.208191
	Iteration 23Q: 3 clusters Score -1167083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1167084.500000 Penalty: 908.208191
	Iteration 24Q: 3 clusters Score -1167084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1167086.750000 Penalty: 908.208191
	Iteration 25Q: 3 clusters Score -1167087 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1167085.750000 Penalty: 908.208191
	Iteration 26Q: 3 clusters Score -1167086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1167086.625000 Penalty: 908.208191
	Iteration 27Q: 3 clusters Score -1167087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1167086.875000 Penalty: 908.208191
	Iteration 28Q: 3 clusters Score -1167087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1167084.875000 Penalty: 908.208191
	Iteration 29Q: 3 clusters Score -1167085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1167088.500000 Penalty: 908.208191
	Iteration 30Q: 3 clusters Score -1167088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1167088.250000 Penalty: 908.208191
	Iteration 31Q: 3 clusters Score -1167088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 6902 members 
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Mstep: Class 2 contains 6911 members 
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	Iteration 33Q: 3 clusters Score -1167091 nChanged 16
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Mstep: Class 2 contains 6927 members 
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	Iteration 35Q: 3 clusters Score -1167092 nChanged 17
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	Iteration 36Q: 3 clusters Score -1167091 nChanged 28
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Mstep: Class 2 contains 6992 members 
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	Iteration 37Q: 3 clusters Score -1167090 nChanged 30
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	Iteration 38Q: 3 clusters Score -1167092 nChanged 25
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	Iteration 39Q: 3 clusters Score -1167094 nChanged 18
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Mstep: Class 2 contains 7065 members 
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	Iteration 40F: 3 clusters Score -1167092 nChanged 19
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	Iteration 41Q: 3 clusters Score -1167092 nChanged 14
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	Iteration 42Q: 3 clusters Score -1167092 nChanged 9
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	Iteration 43Q: 3 clusters Score -1167091 nChanged 11
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	Iteration 45Q: 3 clusters Score -1167093 nChanged 8
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	Iteration 46Q: 3 clusters Score -1167092 nChanged 12
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1167134.500000 Penalty: 908.208191
	Iteration 126Q: 3 clusters Score -1167134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1167133.750000 Penalty: 908.208191
	Iteration 127Q: 3 clusters Score -1167134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1167136.625000 Penalty: 908.208191
	Iteration 128Q: 3 clusters Score -1167137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1167133.375000 Penalty: 908.208191
	Iteration 129Q: 3 clusters Score -1167133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1167134.000000 Penalty: 908.208191
	Iteration 130Q: 3 clusters Score -1167134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1167134.625000 Penalty: 908.208191
	Iteration 131Q: 3 clusters Score -1167135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1167136.125000 Penalty: 908.208191
	Iteration 132Q: 3 clusters Score -1167136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1167136.000000 Penalty: 908.208191
	Iteration 133Q: 3 clusters Score -1167136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1167135.625000 Penalty: 908.208191
	Iteration 134Q: 3 clusters Score -1167136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1167134.250000 Penalty: 908.208191
	Iteration 135Q: 3 clusters Score -1167134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1167133.500000 Penalty: 908.208191
	Iteration 136Q: 3 clusters Score -1167134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1167136.375000 Penalty: 908.208191
	Iteration 137Q: 3 clusters Score -1167136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1167135.000000 Penalty: 908.208191
	Iteration 138Q: 3 clusters Score -1167135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1167132.625000 Penalty: 908.208191
	Iteration 139Q: 3 clusters Score -1167133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1167133.625000 Penalty: 908.208191
	Iteration 140F: 3 clusters Score -1167134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1167132.750000 Penalty: 908.208191
	Iteration 141Q: 3 clusters Score -1167133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1167131.500000 Penalty: 908.208191
	Iteration 142Q: 3 clusters Score -1167132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1167131.250000 Penalty: 908.208191
	Iteration 143Q: 3 clusters Score -1167131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1167131.125000 Penalty: 908.208191
	Iteration 144Q: 3 clusters Score -1167131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1167132.125000 Penalty: 908.208191
	Iteration 145Q: 3 clusters Score -1167132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1167128.625000 Penalty: 908.208191
	Iteration 146Q: 3 clusters Score -1167129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1167130.250000 Penalty: 908.208191
	Iteration 147Q: 3 clusters Score -1167130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1167133.000000 Penalty: 908.208191
	Iteration 148Q: 3 clusters Score -1167133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1167132.750000 Penalty: 908.208191
	Iteration 149Q: 3 clusters Score -1167133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1167131.000000 Penalty: 908.208191
	Iteration 150Q: 3 clusters Score -1167131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1167130.000000 Penalty: 908.208191
	Iteration 151Q: 3 clusters Score -1167130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1167129.250000 Penalty: 908.208191
	Iteration 152Q: 3 clusters Score -1167129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1167129.625000 Penalty: 908.208191
	Iteration 153Q: 3 clusters Score -1167130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1167132.125000 Penalty: 908.208191
	Iteration 154Q: 3 clusters Score -1167132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1167132.750000 Penalty: 908.208191
	Iteration 155Q: 3 clusters Score -1167133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1167135.750000 Penalty: 908.208191
	Iteration 156Q: 3 clusters Score -1167136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1167134.625000 Penalty: 908.208191
	Iteration 157Q: 3 clusters Score -1167135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1167133.250000 Penalty: 908.208191
	Iteration 158Q: 3 clusters Score -1167133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1167131.125000 Penalty: 908.208191
	Iteration 159Q: 3 clusters Score -1167131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1167133.625000 Penalty: 908.208191
	Iteration 160F: 3 clusters Score -1167134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1167132.250000 Penalty: 908.208191
	Iteration 161Q: 3 clusters Score -1167132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1167133.000000 Penalty: 908.208191
	Iteration 162Q: 3 clusters Score -1167133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1167133.875000 Penalty: 908.208191
	Iteration 163Q: 3 clusters Score -1167134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1167132.875000 Penalty: 908.208191
	Iteration 164Q: 3 clusters Score -1167133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1167133.250000 Penalty: 908.208191
	Iteration 165Q: 3 clusters Score -1167133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1167132.750000 Penalty: 908.208191
	Iteration 166Q: 3 clusters Score -1167133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1167132.625000 Penalty: 908.208191
	Iteration 167Q: 3 clusters Score -1167133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1167131.500000 Penalty: 908.208191
	Iteration 168Q: 3 clusters Score -1167132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1167130.250000 Penalty: 908.208191
	Iteration 169Q: 3 clusters Score -1167130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1167132.875000 Penalty: 908.208191
	Iteration 170Q: 3 clusters Score -1167133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1167129.750000 Penalty: 908.208191
	Iteration 171Q: 3 clusters Score -1167130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1167129.500000 Penalty: 908.208191
	Iteration 172Q: 3 clusters Score -1167130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1167128.875000 Penalty: 908.208191
	Iteration 173Q: 3 clusters Score -1167129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1167129.000000 Penalty: 908.208191
	Iteration 174Q: 3 clusters Score -1167129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1167128.125000 Penalty: 908.208191
	Iteration 175Q: 3 clusters Score -1167128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1167129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1167128.625000 Penalty: 908.208191
	Iteration 177F: 3 clusters Score -1167129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -141011.125000 Penalty: 358.022980
	Iteration 0F: 2 clusters Score -141011.1 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 1338 members 
Entering Unmasked Estep 
Score: -139192.406250 Penalty: 716.045959
	Iteration 0F: 3 clusters Score -139192.4 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -139831.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -139907 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -139963.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -140022.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -140086.140625 Penalty: 716.045959
	Iteration 5Q: 3 clusters Score -140086.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -140150.421875 Penalty: 716.045959
	Iteration 6Q: 3 clusters Score -140150.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -140226.546875 Penalty: 716.045959
	Iteration 7Q: 3 clusters Score -140226.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -140301.015625 Penalty: 716.045959
	Iteration 8Q: 3 clusters Score -140301 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -140367.046875 Penalty: 716.045959
	Iteration 9Q: 3 clusters Score -140367 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -140416.984375 Penalty: 716.045959
	Iteration 10Q: 3 clusters Score -140417 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -140452.484375 Penalty: 716.045959
	Iteration 11Q: 3 clusters Score -140452.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -140474.390625 Penalty: 716.045959
	Iteration 12Q: 3 clusters Score -140474.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -140497.062500 Penalty: 716.045959
	Iteration 13Q: 3 clusters Score -140497.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -140516.437500 Penalty: 716.045959
	Iteration 14Q: 3 clusters Score -140516.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -140532.625000 Penalty: 716.045959
	Iteration 15Q: 3 clusters Score -140532.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -140545.000000 Penalty: 716.045959
	Iteration 16Q: 3 clusters Score -140545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -140557.796875 Penalty: 716.045959
	Iteration 17Q: 3 clusters Score -140557.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -140566.546875 Penalty: 716.045959
	Iteration 18Q: 3 clusters Score -140566.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -140571.890625 Penalty: 716.045959
	Iteration 19Q: 3 clusters Score -140571.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -140575.593750 Penalty: 716.045959
	Iteration 20F: 3 clusters Score -140575.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -140580.203125 Penalty: 716.045959
	Iteration 21Q: 3 clusters Score -140580.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -140583.171875 Penalty: 716.045959
	Iteration 22Q: 3 clusters Score -140583.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -140586.906250 Penalty: 716.045959
	Iteration 23Q: 3 clusters Score -140586.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -140589.234375 Penalty: 716.045959
	Iteration 24Q: 3 clusters Score -140589.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -140591.703125 Penalty: 716.045959
	Iteration 25Q: 3 clusters Score -140591.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -140594.453125 Penalty: 716.045959
	Iteration 26Q: 3 clusters Score -140594.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -140597.218750 Penalty: 716.045959
	Iteration 27Q: 3 clusters Score -140597.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -140600.421875 Penalty: 716.045959
	Iteration 28Q: 3 clusters Score -140600.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -140604.765625 Penalty: 716.045959
	Iteration 29Q: 3 clusters Score -140604.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -140607.031250 Penalty: 716.045959
	Iteration 30Q: 3 clusters Score -140607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -140608.796875 Penalty: 716.045959
	Iteration 31Q: 3 clusters Score -140608.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -140611.359375 Penalty: 716.045959
	Iteration 32Q: 3 clusters Score -140611.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -140614.765625 Penalty: 716.045959
	Iteration 33Q: 3 clusters Score -140614.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -140617.687500 Penalty: 716.045959
	Iteration 34Q: 3 clusters Score -140617.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -140621.593750 Penalty: 716.045959
	Iteration 35Q: 3 clusters Score -140621.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -140626.718750 Penalty: 716.045959
	Iteration 36Q: 3 clusters Score -140626.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -140632.078125 Penalty: 716.045959
	Iteration 37Q: 3 clusters Score -140632.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -140638.593750 Penalty: 716.045959
	Iteration 38Q: 3 clusters Score -140638.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -140642.890625 Penalty: 716.045959
	Iteration 39Q: 3 clusters Score -140642.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140645.203125 Penalty: 716.045959
	Iteration 40F: 3 clusters Score -140645.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -140648.406250 Penalty: 716.045959
	Iteration 41Q: 3 clusters Score -140648.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -140652.703125 Penalty: 716.045959
	Iteration 42Q: 3 clusters Score -140652.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -140655.359375 Penalty: 716.045959
	Iteration 43Q: 3 clusters Score -140655.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -140658.687500 Penalty: 716.045959
	Iteration 44Q: 3 clusters Score -140658.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -140660.906250 Penalty: 716.045959
	Iteration 45Q: 3 clusters Score -140660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -140661.328125 Penalty: 716.045959
	Iteration 46Q: 3 clusters Score -140661.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -140661.640625 Penalty: 716.045959
	Iteration 47Q: 3 clusters Score -140661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -140662.687500 Penalty: 716.045959
	Iteration 48Q: 3 clusters Score -140662.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -140664.593750 Penalty: 716.045959
	Iteration 49Q: 3 clusters Score -140664.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -140667.078125 Penalty: 716.045959
	Iteration 50Q: 3 clusters Score -140667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -140669.453125 Penalty: 716.045959
	Iteration 51Q: 3 clusters Score -140669.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -140671.015625 Penalty: 716.045959
	Iteration 52Q: 3 clusters Score -140671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -140671.781250 Penalty: 716.045959
	Iteration 53Q: 3 clusters Score -140671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -140673.234375 Penalty: 716.045959
	Iteration 54Q: 3 clusters Score -140673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -140676.765625 Penalty: 716.045959
	Iteration 55Q: 3 clusters Score -140676.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140685.656250 Penalty: 716.045959
	Iteration 56Q: 3 clusters Score -140685.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -140693.750000 Penalty: 716.045959
	Iteration 57Q: 3 clusters Score -140693.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140699.375000 Penalty: 716.045959
	Iteration 58Q: 3 clusters Score -140699.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -140701.937500 Penalty: 716.045959
	Iteration 59Q: 3 clusters Score -140701.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -140705.781250 Penalty: 716.045959
	Iteration 60F: 3 clusters Score -140705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -140707.828125 Penalty: 716.045959
	Iteration 61Q: 3 clusters Score -140707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -140708.984375 Penalty: 716.045959
	Iteration 62Q: 3 clusters Score -140709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140710.406250 Penalty: 716.045959
	Iteration 63Q: 3 clusters Score -140710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -140710.515625 Penalty: 716.045959
	Iteration 64Q: 3 clusters Score -140710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -140711.046875 Penalty: 716.045959
	Iteration 65Q: 3 clusters Score -140711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -140711.265625 Penalty: 716.045959
	Iteration 66Q: 3 clusters Score -140711.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -140711.140625 Penalty: 716.045959
	Iteration 67Q: 3 clusters Score -140711.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -140711.296875 Penalty: 716.045959
	Iteration 68Q: 3 clusters Score -140711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -140711.296875 Penalty: 716.045959
	Iteration 69F: 3 clusters Score -140711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (141250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141250 members 
Entering Unmasked Estep 
Score: -7753156.000000 Penalty: 539.552063
	Iteration 0F: 2 clusters Score -7753156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -7668293.500000 Penalty: 1079.104126
	Iteration 0F: 3 clusters Score -7668294 nChanged 69121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -7709720.500000 Penalty: 1079.104126
	Iteration 1F: 3 clusters Score -7709720 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72425 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -7710882.500000 Penalty: 1079.104126
	Iteration 2Q: 3 clusters Score -7710882 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -7712473.000000 Penalty: 1079.104126
	Iteration 3Q: 3 clusters Score -7712473 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -7714821.000000 Penalty: 1079.104126
	Iteration 4Q: 3 clusters Score -7714821 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 63006 members 
Entering Unmasked Estep 
Score: -7718330.000000 Penalty: 1079.104126
	Iteration 5Q: 3 clusters Score -7718330 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -7723400.500000 Penalty: 1079.104126
	Iteration 6F: 3 clusters Score -7723400 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84769 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -7729900.000000 Penalty: 1079.104126
	Iteration 7F: 3 clusters Score -7729900 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -7735142.500000 Penalty: 1079.104126
	Iteration 8F: 3 clusters Score -7735142 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -7737134.000000 Penalty: 1079.104126
	Iteration 9Q: 3 clusters Score -7737134 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -7737593.000000 Penalty: 1079.104126
	Iteration 10Q: 3 clusters Score -7737593 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -7737643.000000 Penalty: 1079.104126
	Iteration 11Q: 3 clusters Score -7737643 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 52384 members 
Entering Unmasked Estep 
Score: -7737665.000000 Penalty: 1079.104126
	Iteration 12Q: 3 clusters Score -7737665 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -7737739.500000 Penalty: 1079.104126
	Iteration 13Q: 3 clusters Score -7737740 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -7737721.000000 Penalty: 1079.104126
	Iteration 14Q: 3 clusters Score -7737721 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -7737818.500000 Penalty: 1079.104126
	Iteration 15Q: 3 clusters Score -7737818 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -7737792.500000 Penalty: 1079.104126
	Iteration 16Q: 3 clusters Score -7737792 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -7737792.500000 Penalty: 1079.104126
	Iteration 17Q: 3 clusters Score -7737792 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90111 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -7737809.500000 Penalty: 1079.104126
	Iteration 18Q: 3 clusters Score -7737810 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90072 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -7737817.000000 Penalty: 1079.104126
	Iteration 19Q: 3 clusters Score -7737817 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -7737804.500000 Penalty: 1079.104126
	Iteration 20F: 3 clusters Score -7737804 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89788 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -7737865.000000 Penalty: 1079.104126
	Iteration 21Q: 3 clusters Score -7737865 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89502 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -7737904.500000 Penalty: 1079.104126
	Iteration 22Q: 3 clusters Score -7737904 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -7737909.500000 Penalty: 1079.104126
	Iteration 23Q: 3 clusters Score -7737910 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -7737949.000000 Penalty: 1079.104126
	Iteration 24Q: 3 clusters Score -7737949 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88398 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -7737986.000000 Penalty: 1079.104126
	Iteration 25Q: 3 clusters Score -7737986 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87984 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -7738032.000000 Penalty: 1079.104126
	Iteration 26Q: 3 clusters Score -7738032 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87495 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -7737986.500000 Penalty: 1079.104126
	Iteration 27Q: 3 clusters Score -7737986 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -7738012.500000 Penalty: 1079.104126
	Iteration 28Q: 3 clusters Score -7738012 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86268 members 
Mstep: Class 2 contains 54982 members 
Entering Unmasked Estep 
Score: -7738022.000000 Penalty: 1079.104126
	Iteration 29Q: 3 clusters Score -7738022 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -7738041.000000 Penalty: 1079.104126
	Iteration 30Q: 3 clusters Score -7738041 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -7738052.000000 Penalty: 1079.104126
	Iteration 31Q: 3 clusters Score -7738052 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84422 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -7738106.500000 Penalty: 1079.104126
	Iteration 32Q: 3 clusters Score -7738106 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -7738160.000000 Penalty: 1079.104126
	Iteration 33Q: 3 clusters Score -7738160 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83288 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -7738195.500000 Penalty: 1079.104126
	Iteration 34Q: 3 clusters Score -7738196 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82835 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -7738189.000000 Penalty: 1079.104126
	Iteration 35Q: 3 clusters Score -7738189 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -7738243.000000 Penalty: 1079.104126
	Iteration 36Q: 3 clusters Score -7738243 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -7738235.000000 Penalty: 1079.104126
	Iteration 37Q: 3 clusters Score -7738235 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -7738199.000000 Penalty: 1079.104126
	Iteration 38Q: 3 clusters Score -7738199 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -7738226.500000 Penalty: 1079.104126
	Iteration 39Q: 3 clusters Score -7738226 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -7738262.000000 Penalty: 1079.104126
	Iteration 40F: 3 clusters Score -7738262 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80024 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -7738339.500000 Penalty: 1079.104126
	Iteration 41Q: 3 clusters Score -7738340 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -7738329.500000 Penalty: 1079.104126
	Iteration 42Q: 3 clusters Score -7738330 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
Score: -7738359.000000 Penalty: 1079.104126
	Iteration 43Q: 3 clusters Score -7738359 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -7738369.000000 Penalty: 1079.104126
	Iteration 44Q: 3 clusters Score -7738369 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78590 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -7738374.500000 Penalty: 1079.104126
	Iteration 45Q: 3 clusters Score -7738374 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -7738368.500000 Penalty: 1079.104126
	Iteration 46Q: 3 clusters Score -7738368 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -7738421.000000 Penalty: 1079.104126
	Iteration 47Q: 3 clusters Score -7738421 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -7738451.000000 Penalty: 1079.104126
	Iteration 48Q: 3 clusters Score -7738451 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77512 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -7738473.500000 Penalty: 1079.104126
	Iteration 49Q: 3 clusters Score -7738474 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -7738480.000000 Penalty: 1079.104126
	Iteration 50Q: 3 clusters Score -7738480 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -7738440.000000 Penalty: 1079.104126
	Iteration 51Q: 3 clusters Score -7738440 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -7738426.000000 Penalty: 1079.104126
	Iteration 52Q: 3 clusters Score -7738426 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76761 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -7738389.000000 Penalty: 1079.104126
	Iteration 53Q: 3 clusters Score -7738389 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76630 members 
Mstep: Class 2 contains 64620 members 
Entering Unmasked Estep 
Score: -7738428.500000 Penalty: 1079.104126
	Iteration 54Q: 3 clusters Score -7738428 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76532 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -7738392.500000 Penalty: 1079.104126
	Iteration 55Q: 3 clusters Score -7738392 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76452 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -7738400.500000 Penalty: 1079.104126
	Iteration 56Q: 3 clusters Score -7738400 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -7738428.500000 Penalty: 1079.104126
	Iteration 57Q: 3 clusters Score -7738428 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76260 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -7738416.000000 Penalty: 1079.104126
	Iteration 58Q: 3 clusters Score -7738416 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -7738437.000000 Penalty: 1079.104126
	Iteration 59Q: 3 clusters Score -7738437 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -7738408.500000 Penalty: 1079.104126
	Iteration 60F: 3 clusters Score -7738408 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -7738367.000000 Penalty: 1079.104126
	Iteration 61Q: 3 clusters Score -7738367 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 65414 members 
Entering Unmasked Estep 
Score: -7738359.000000 Penalty: 1079.104126
	Iteration 62Q: 3 clusters Score -7738359 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -7738370.500000 Penalty: 1079.104126
	Iteration 63Q: 3 clusters Score -7738370 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 65677 members 
Entering Unmasked Estep 
Score: -7738360.000000 Penalty: 1079.104126
	Iteration 64Q: 3 clusters Score -7738360 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -7738363.500000 Penalty: 1079.104126
	Iteration 65Q: 3 clusters Score -7738364 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75343 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -7738402.500000 Penalty: 1079.104126
	Iteration 66Q: 3 clusters Score -7738402 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -7738405.500000 Penalty: 1079.104126
	Iteration 67Q: 3 clusters Score -7738406 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -7738367.000000 Penalty: 1079.104126
	Iteration 68Q: 3 clusters Score -7738367 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -7738345.500000 Penalty: 1079.104126
	Iteration 69Q: 3 clusters Score -7738346 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -7738329.500000 Penalty: 1079.104126
	Iteration 70Q: 3 clusters Score -7738330 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74811 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -7738292.000000 Penalty: 1079.104126
	Iteration 71Q: 3 clusters Score -7738292 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -7738289.000000 Penalty: 1079.104126
	Iteration 72Q: 3 clusters Score -7738289 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -7738305.500000 Penalty: 1079.104126
	Iteration 73Q: 3 clusters Score -7738306 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74610 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -7738322.500000 Penalty: 1079.104126
	Iteration 74Q: 3 clusters Score -7738322 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74521 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -7738321.500000 Penalty: 1079.104126
	Iteration 75Q: 3 clusters Score -7738322 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -7738323.500000 Penalty: 1079.104126
	Iteration 76Q: 3 clusters Score -7738324 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -7738288.000000 Penalty: 1079.104126
	Iteration 77Q: 3 clusters Score -7738288 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -7738311.500000 Penalty: 1079.104126
	Iteration 78Q: 3 clusters Score -7738312 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74176 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -7738321.500000 Penalty: 1079.104126
	Iteration 79Q: 3 clusters Score -7738322 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -7738309.500000 Penalty: 1079.104126
	Iteration 80F: 3 clusters Score -7738310 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -7738275.000000 Penalty: 1079.104126
	Iteration 81Q: 3 clusters Score -7738275 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -7738266.000000 Penalty: 1079.104126
	Iteration 82Q: 3 clusters Score -7738266 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -7738275.500000 Penalty: 1079.104126
	Iteration 83Q: 3 clusters Score -7738276 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 67554 members 
Entering Unmasked Estep 
Score: -7738292.000000 Penalty: 1079.104126
	Iteration 84Q: 3 clusters Score -7738292 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -7738305.500000 Penalty: 1079.104126
	Iteration 85Q: 3 clusters Score -7738306 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -7738321.500000 Penalty: 1079.104126
	Iteration 86Q: 3 clusters Score -7738322 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 67879 members 
Entering Unmasked Estep 
Score: -7738321.000000 Penalty: 1079.104126
	Iteration 87Q: 3 clusters Score -7738321 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -7738322.500000 Penalty: 1079.104126
	Iteration 88Q: 3 clusters Score -7738322 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -7738327.500000 Penalty: 1079.104126
	Iteration 89Q: 3 clusters Score -7738328 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72968 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -7738353.500000 Penalty: 1079.104126
	Iteration 90Q: 3 clusters Score -7738354 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72805 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -7738348.500000 Penalty: 1079.104126
	Iteration 91Q: 3 clusters Score -7738348 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -7738357.500000 Penalty: 1079.104126
	Iteration 92Q: 3 clusters Score -7738358 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72506 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -7738373.500000 Penalty: 1079.104126
	Iteration 93Q: 3 clusters Score -7738374 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -7738373.000000 Penalty: 1079.104126
	Iteration 94Q: 3 clusters Score -7738373 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 69113 members 
Entering Unmasked Estep 
Score: -7738377.500000 Penalty: 1079.104126
	Iteration 95Q: 3 clusters Score -7738378 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71918 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -7738362.000000 Penalty: 1079.104126
	Iteration 96Q: 3 clusters Score -7738362 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -7738325.500000 Penalty: 1079.104126
	Iteration 97Q: 3 clusters Score -7738326 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -7738303.500000 Penalty: 1079.104126
	Iteration 98Q: 3 clusters Score -7738304 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -7738311.500000 Penalty: 1079.104126
	Iteration 99Q: 3 clusters Score -7738312 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 70506 members 
Entering Unmasked Estep 
Score: -7738294.000000 Penalty: 1079.104126
	Iteration 100F: 3 clusters Score -7738294 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -7738302.500000 Penalty: 1079.104126
	Iteration 101Q: 3 clusters Score -7738302 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -7738325.500000 Penalty: 1079.104126
	Iteration 102Q: 3 clusters Score -7738326 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -7738343.000000 Penalty: 1079.104126
	Iteration 103Q: 3 clusters Score -7738343 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -7738335.000000 Penalty: 1079.104126
	Iteration 104Q: 3 clusters Score -7738335 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -7738358.000000 Penalty: 1079.104126
	Iteration 105Q: 3 clusters Score -7738358 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -7738356.500000 Penalty: 1079.104126
	Iteration 106Q: 3 clusters Score -7738356 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -7738402.000000 Penalty: 1079.104126
	Iteration 107Q: 3 clusters Score -7738402 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 76146 members 
Entering Unmasked Estep 
Score: -7738462.000000 Penalty: 1079.104126
	Iteration 108Q: 3 clusters Score -7738462 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -7738561.500000 Penalty: 1079.104126
	Iteration 109Q: 3 clusters Score -7738562 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -7738453.500000 Penalty: 1079.104126
	Iteration 110Q: 3 clusters Score -7738454 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -7738421.000000 Penalty: 1079.104126
	Iteration 111Q: 3 clusters Score -7738421 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -7738153.500000 Penalty: 1079.104126
	Iteration 112Q: 3 clusters Score -7738154 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 98320 members 
Entering Unmasked Estep 
Score: -7737896.000000 Penalty: 1079.104126
	Iteration 113F: 3 clusters Score -7737896 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -7738866.000000 Penalty: 1079.104126
	Iteration 114F: 3 clusters Score -7738866 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 116524 members 
Entering Unmasked Estep 
Score: -7741258.000000 Penalty: 1079.104126
	Iteration 115F: 3 clusters Score -7741258 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 125769 members 
Entering Unmasked Estep 
Score: -7744921.000000 Penalty: 1079.104126
	Iteration 116F: 3 clusters Score -7744921 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 133520 members 
Entering Unmasked Estep 
Score: -7748653.500000 Penalty: 1079.104126
	Iteration 117F: 3 clusters Score -7748654 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 138159 members 
Entering Unmasked Estep 
Score: -7750963.500000 Penalty: 1079.104126
	Iteration 118Q: 3 clusters Score -7750964 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 140113 members 
Entering Unmasked Estep 
Score: -7752077.000000 Penalty: 1079.104126
	Iteration 119Q: 3 clusters Score -7752077 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 140838 members 
Entering Unmasked Estep 
Score: -7752436.500000 Penalty: 1079.104126
	Iteration 120F: 3 clusters Score -7752436 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 141086 members 
Entering Unmasked Estep 
Score: -7752570.500000 Penalty: 1079.104126
	Iteration 121Q: 3 clusters Score -7752570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 141159 members 
Entering Unmasked Estep 
Score: -7752620.500000 Penalty: 1079.104126
	Iteration 122Q: 3 clusters Score -7752620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 141189 members 
Entering Unmasked Estep 
Score: -7752652.500000 Penalty: 1079.104126
	Iteration 123Q: 3 clusters Score -7752652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 141192 members 
Entering Unmasked Estep 
Score: -7752672.500000 Penalty: 1079.104126
	Iteration 124Q: 3 clusters Score -7752672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 141196 members 
Entering Unmasked Estep 
Score: -7752678.500000 Penalty: 1079.104126
	Iteration 125Q: 3 clusters Score -7752678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 141197 members 
Entering Unmasked Estep 
Score: -7752684.000000 Penalty: 1079.104126
	Iteration 126Q: 3 clusters Score -7752684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 141197 members 
Entering Unmasked Estep 
Score: -7752684.000000 Penalty: 1079.104126
	Iteration 127F: 3 clusters Score -7752684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (101349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 101349 members 
Entering Unmasked Estep 
Score: -5470694.000000 Penalty: 524.447815
	Iteration 0F: 2 clusters Score -5470694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -5403384.000000 Penalty: 1048.895630
	Iteration 0F: 3 clusters Score -5403384 nChanged 49453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 56175 members 
Entering Unmasked Estep 
Score: -5435155.000000 Penalty: 1048.895630
	Iteration 1F: 3 clusters Score -5435155 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -5437279.500000 Penalty: 1048.895630
	Iteration 2F: 3 clusters Score -5437280 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -5439922.500000 Penalty: 1048.895630
	Iteration 3F: 3 clusters Score -5439922 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -5443602.000000 Penalty: 1048.895630
	Iteration 4F: 3 clusters Score -5443602 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -5448647.000000 Penalty: 1048.895630
	Iteration 5F: 3 clusters Score -5448647 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -5454693.500000 Penalty: 1048.895630
	Iteration 6F: 3 clusters Score -5454694 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -5460078.000000 Penalty: 1048.895630
	Iteration 7Q: 3 clusters Score -5460078 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -5463057.000000 Penalty: 1048.895630
	Iteration 8Q: 3 clusters Score -5463057 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -5464585.000000 Penalty: 1048.895630
	Iteration 9Q: 3 clusters Score -5464585 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
Score: -5465721.000000 Penalty: 1048.895630
	Iteration 10Q: 3 clusters Score -5465721 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 91713 members 
Entering Unmasked Estep 
Score: -5466659.500000 Penalty: 1048.895630
	Iteration 11Q: 3 clusters Score -5466660 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 93337 members 
Entering Unmasked Estep 
Score: -5467422.500000 Penalty: 1048.895630
	Iteration 12Q: 3 clusters Score -5467422 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 94782 members 
Entering Unmasked Estep 
Score: -5468043.000000 Penalty: 1048.895630
	Iteration 13Q: 3 clusters Score -5468043 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -5468603.500000 Penalty: 1048.895630
	Iteration 14Q: 3 clusters Score -5468604 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 97146 members 
Entering Unmasked Estep 
Score: -5469015.000000 Penalty: 1048.895630
	Iteration 15Q: 3 clusters Score -5469015 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 98028 members 
Entering Unmasked Estep 
Score: -5469320.000000 Penalty: 1048.895630
	Iteration 16Q: 3 clusters Score -5469320 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 98779 members 
Entering Unmasked Estep 
Score: -5469554.500000 Penalty: 1048.895630
	Iteration 17Q: 3 clusters Score -5469554 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 99329 members 
Entering Unmasked Estep 
Score: -5469747.500000 Penalty: 1048.895630
	Iteration 18Q: 3 clusters Score -5469748 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -5469905.500000 Penalty: 1048.895630
	Iteration 19Q: 3 clusters Score -5469906 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 100150 members 
Entering Unmasked Estep 
Score: -5470054.500000 Penalty: 1048.895630
	Iteration 20F: 3 clusters Score -5470054 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -5470137.500000 Penalty: 1048.895630
	Iteration 21Q: 3 clusters Score -5470138 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -5470161.500000 Penalty: 1048.895630
	Iteration 22Q: 3 clusters Score -5470162 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -5470192.500000 Penalty: 1048.895630
	Iteration 23Q: 3 clusters Score -5470192 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 100807 members 
Entering Unmasked Estep 
Score: -5470232.500000 Penalty: 1048.895630
	Iteration 24Q: 3 clusters Score -5470232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -5470257.000000 Penalty: 1048.895630
	Iteration 25Q: 3 clusters Score -5470257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -5470276.000000 Penalty: 1048.895630
	Iteration 26Q: 3 clusters Score -5470276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
Score: -5470296.500000 Penalty: 1048.895630
	Iteration 27Q: 3 clusters Score -5470296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -5470298.500000 Penalty: 1048.895630
	Iteration 28Q: 3 clusters Score -5470298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -5470300.000000 Penalty: 1048.895630
	Iteration 29Q: 3 clusters Score -5470300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -5470303.500000 Penalty: 1048.895630
	Iteration 30Q: 3 clusters Score -5470304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 101063 members 
Entering Unmasked Estep 
Score: -5470311.500000 Penalty: 1048.895630
	Iteration 31Q: 3 clusters Score -5470312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -5470314.000000 Penalty: 1048.895630
	Iteration 32Q: 3 clusters Score -5470314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -5470320.500000 Penalty: 1048.895630
	Iteration 33Q: 3 clusters Score -5470320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 101085 members 
Entering Unmasked Estep 
Score: -5470315.000000 Penalty: 1048.895630
	Iteration 34Q: 3 clusters Score -5470315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 101093 members 
Entering Unmasked Estep 
Score: -5470319.000000 Penalty: 1048.895630
	Iteration 35Q: 3 clusters Score -5470319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -5470319.500000 Penalty: 1048.895630
	Iteration 36Q: 3 clusters Score -5470320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -5470322.000000 Penalty: 1048.895630
	Iteration 37Q: 3 clusters Score -5470322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -5470321.000000 Penalty: 1048.895630
	Iteration 38Q: 3 clusters Score -5470321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 101110 members 
Entering Unmasked Estep 
Score: -5470326.500000 Penalty: 1048.895630
	Iteration 39Q: 3 clusters Score -5470326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -5470325.500000 Penalty: 1048.895630
	Iteration 40F: 3 clusters Score -5470326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -5470324.000000 Penalty: 1048.895630
	Iteration 41Q: 3 clusters Score -5470324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -5470324.000000 Penalty: 1048.895630
	Iteration 42F: 3 clusters Score -5470324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -126691.570312 Penalty: 353.946716
	Iteration 0F: 2 clusters Score -126691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -124987.289062 Penalty: 707.893433
	Iteration 0F: 3 clusters Score -124987.3 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -125619.992188 Penalty: 707.893433
	Iteration 1F: 3 clusters Score -125620 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -125755.820312 Penalty: 707.893433
	Iteration 2F: 3 clusters Score -125755.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -125860.390625 Penalty: 707.893433
	Iteration 3F: 3 clusters Score -125860.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -125938.890625 Penalty: 707.893433
	Iteration 4F: 3 clusters Score -125938.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -125999.375000 Penalty: 707.893433
	Iteration 5Q: 3 clusters Score -125999.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -126051.226562 Penalty: 707.893433
	Iteration 6Q: 3 clusters Score -126051.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -126093.093750 Penalty: 707.893433
	Iteration 7Q: 3 clusters Score -126093.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -126126.078125 Penalty: 707.893433
	Iteration 8Q: 3 clusters Score -126126.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -126157.398438 Penalty: 707.893433
	Iteration 9Q: 3 clusters Score -126157.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -126189.546875 Penalty: 707.893433
	Iteration 10Q: 3 clusters Score -126189.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -126233.945312 Penalty: 707.893433
	Iteration 11Q: 3 clusters Score -126233.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -126281.648438 Penalty: 707.893433
	Iteration 12Q: 3 clusters Score -126281.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -126324.875000 Penalty: 707.893433
	Iteration 13Q: 3 clusters Score -126324.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -126368.210938 Penalty: 707.893433
	Iteration 14Q: 3 clusters Score -126368.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -126411.468750 Penalty: 707.893433
	Iteration 15Q: 3 clusters Score -126411.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -126448.726562 Penalty: 707.893433
	Iteration 16Q: 3 clusters Score -126448.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -126475.617188 Penalty: 707.893433
	Iteration 17Q: 3 clusters Score -126475.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -126493.601562 Penalty: 707.893433
	Iteration 18Q: 3 clusters Score -126493.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -126500.296875 Penalty: 707.893433
	Iteration 19Q: 3 clusters Score -126500.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -126509.632812 Penalty: 707.893433
	Iteration 20F: 3 clusters Score -126509.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -126522.273438 Penalty: 707.893433
	Iteration 21Q: 3 clusters Score -126522.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -126530.351562 Penalty: 707.893433
	Iteration 22Q: 3 clusters Score -126530.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -126535.015625 Penalty: 707.893433
	Iteration 23Q: 3 clusters Score -126535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -126536.968750 Penalty: 707.893433
	Iteration 24Q: 3 clusters Score -126537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -126537.929688 Penalty: 707.893433
	Iteration 25Q: 3 clusters Score -126537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -126538.148438 Penalty: 707.893433
	Iteration 26Q: 3 clusters Score -126538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -126538.476562 Penalty: 707.893433
	Iteration 27Q: 3 clusters Score -126538.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -126538.937500 Penalty: 707.893433
	Iteration 28Q: 3 clusters Score -126538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -126539.328125 Penalty: 707.893433
	Iteration 29Q: 3 clusters Score -126539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -126540.515625 Penalty: 707.893433
	Iteration 30Q: 3 clusters Score -126540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -126540.945312 Penalty: 707.893433
	Iteration 31Q: 3 clusters Score -126540.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -126542.273438 Penalty: 707.893433
	Iteration 32Q: 3 clusters Score -126542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -126543.828125 Penalty: 707.893433
	Iteration 33Q: 3 clusters Score -126543.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -126544.546875 Penalty: 707.893433
	Iteration 34Q: 3 clusters Score -126544.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -126544.546875 Penalty: 707.893433
	Iteration 35F: 3 clusters Score -126544.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (76645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Entering Unmasked Estep 
Score: -4258358.500000 Penalty: 511.735748
	Iteration 0F: 2 clusters Score -4258358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -4207586.500000 Penalty: 1023.471497
	Iteration 0F: 3 clusters Score -4207586 nChanged 37115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -4229872.000000 Penalty: 1023.471497
	Iteration 1F: 3 clusters Score -4229872 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -4230530.000000 Penalty: 1023.471497
	Iteration 2Q: 3 clusters Score -4230530 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4231560.500000 Penalty: 1023.471497
	Iteration 3Q: 3 clusters Score -4231560 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -4233254.000000 Penalty: 1023.471497
	Iteration 4Q: 3 clusters Score -4233254 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -4236197.000000 Penalty: 1023.471497
	Iteration 5F: 3 clusters Score -4236197 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -4240603.000000 Penalty: 1023.471497
	Iteration 6F: 3 clusters Score -4240603 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4245541.000000 Penalty: 1023.471497
	Iteration 7F: 3 clusters Score -4245541 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -4249617.000000 Penalty: 1023.471497
	Iteration 8F: 3 clusters Score -4249617 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -4252398.500000 Penalty: 1023.471497
	Iteration 9Q: 3 clusters Score -4252398 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -4254036.500000 Penalty: 1023.471497
	Iteration 10Q: 3 clusters Score -4254036 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -4254989.000000 Penalty: 1023.471497
	Iteration 11Q: 3 clusters Score -4254989 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -4255651.000000 Penalty: 1023.471497
	Iteration 12Q: 3 clusters Score -4255651 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4256141.000000 Penalty: 1023.471497
	Iteration 13Q: 3 clusters Score -4256141 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4256564.500000 Penalty: 1023.471497
	Iteration 14Q: 3 clusters Score -4256564 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4256915.000000 Penalty: 1023.471497
	Iteration 15Q: 3 clusters Score -4256915 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75002 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4257215.000000 Penalty: 1023.471497
	Iteration 16Q: 3 clusters Score -4257215 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4257434.500000 Penalty: 1023.471497
	Iteration 17Q: 3 clusters Score -4257434 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4257596.500000 Penalty: 1023.471497
	Iteration 18Q: 3 clusters Score -4257596 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4257677.500000 Penalty: 1023.471497
	Iteration 19Q: 3 clusters Score -4257678 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4257745.000000 Penalty: 1023.471497
	Iteration 20F: 3 clusters Score -4257745 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4257804.000000 Penalty: 1023.471497
	Iteration 21Q: 3 clusters Score -4257804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4257826.000000 Penalty: 1023.471497
	Iteration 22Q: 3 clusters Score -4257826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4257849.000000 Penalty: 1023.471497
	Iteration 23Q: 3 clusters Score -4257849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4257865.500000 Penalty: 1023.471497
	Iteration 24Q: 3 clusters Score -4257866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4257878.000000 Penalty: 1023.471497
	Iteration 25Q: 3 clusters Score -4257878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76466 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4257900.000000 Penalty: 1023.471497
	Iteration 26Q: 3 clusters Score -4257900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4257915.500000 Penalty: 1023.471497
	Iteration 27Q: 3 clusters Score -4257916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4257925.000000 Penalty: 1023.471497
	Iteration 28Q: 3 clusters Score -4257925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4257924.000000 Penalty: 1023.471497
	Iteration 29Q: 3 clusters Score -4257924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4257927.500000 Penalty: 1023.471497
	Iteration 30Q: 3 clusters Score -4257928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4257932.000000 Penalty: 1023.471497
	Iteration 31Q: 3 clusters Score -4257932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76503 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4257936.500000 Penalty: 1023.471497
	Iteration 32Q: 3 clusters Score -4257936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4257936.500000 Penalty: 1023.471497
	Iteration 33Q: 3 clusters Score -4257936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4257936.500000 Penalty: 1023.471497
	Iteration 34F: 3 clusters Score -4257936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Entering Unmasked Estep 
Score: -2617988.000000 Penalty: 489.238037
	Iteration 0F: 2 clusters Score -2617988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2586830.000000 Penalty: 978.476074
	Iteration 0F: 3 clusters Score -2586830 nChanged 22516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2599691.500000 Penalty: 978.476074
	Iteration 1F: 3 clusters Score -2599692 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2600025.250000 Penalty: 978.476074
	Iteration 2Q: 3 clusters Score -2600025 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2600434.500000 Penalty: 978.476074
	Iteration 3Q: 3 clusters Score -2600434 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2600994.250000 Penalty: 978.476074
	Iteration 4Q: 3 clusters Score -2600994 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2601870.750000 Penalty: 978.476074
	Iteration 5Q: 3 clusters Score -2601871 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2603338.500000 Penalty: 978.476074
	Iteration 6F: 3 clusters Score -2603338 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2605629.000000 Penalty: 978.476074
	Iteration 7F: 3 clusters Score -2605629 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2608666.750000 Penalty: 978.476074
	Iteration 8F: 3 clusters Score -2608667 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2611854.750000 Penalty: 978.476074
	Iteration 9F: 3 clusters Score -2611855 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2614490.250000 Penalty: 978.476074
	Iteration 10F: 3 clusters Score -2614490 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2616150.750000 Penalty: 978.476074
	Iteration 11Q: 3 clusters Score -2616151 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2616957.750000 Penalty: 978.476074
	Iteration 12Q: 3 clusters Score -2616958 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2617275.000000 Penalty: 978.476074
	Iteration 13Q: 3 clusters Score -2617275 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2617421.000000 Penalty: 978.476074
	Iteration 14Q: 3 clusters Score -2617421 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2617476.500000 Penalty: 978.476074
	Iteration 15Q: 3 clusters Score -2617476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2617508.750000 Penalty: 978.476074
	Iteration 16Q: 3 clusters Score -2617509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2617521.500000 Penalty: 978.476074
	Iteration 17Q: 3 clusters Score -2617522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2617529.500000 Penalty: 978.476074
	Iteration 18Q: 3 clusters Score -2617530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -2617534.000000 Penalty: 978.476074
	Iteration 19Q: 3 clusters Score -2617534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2617536.500000 Penalty: 978.476074
	Iteration 20F: 3 clusters Score -2617536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2617541.500000 Penalty: 978.476074
	Iteration 21Q: 3 clusters Score -2617542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -2617541.250000 Penalty: 978.476074
	Iteration 22Q: 3 clusters Score -2617541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -2617545.000000 Penalty: 978.476074
	Iteration 23Q: 3 clusters Score -2617545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -2617546.500000 Penalty: 978.476074
	Iteration 24Q: 3 clusters Score -2617546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2617548.000000 Penalty: 978.476074
	Iteration 25Q: 3 clusters Score -2617548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2617549.250000 Penalty: 978.476074
	Iteration 26Q: 3 clusters Score -2617549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2617552.000000 Penalty: 978.476074
	Iteration 27Q: 3 clusters Score -2617552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -2617553.500000 Penalty: 978.476074
	Iteration 28Q: 3 clusters Score -2617554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -2617554.250000 Penalty: 978.476074
	Iteration 29Q: 3 clusters Score -2617554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2617553.750000 Penalty: 978.476074
	Iteration 30Q: 3 clusters Score -2617554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2617553.750000 Penalty: 978.476074
	Iteration 31F: 3 clusters Score -2617554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -412987.562500 Penalty: 405.030792
	Iteration 0F: 2 clusters Score -412987.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -408091.937500 Penalty: 810.061584
	Iteration 0F: 3 clusters Score -408091.9 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -410020.781250 Penalty: 810.061584
	Iteration 1F: 3 clusters Score -410020.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -410246.781250 Penalty: 810.061584
	Iteration 2F: 3 clusters Score -410246.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -410532.750000 Penalty: 810.061584
	Iteration 3F: 3 clusters Score -410532.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -410936.156250 Penalty: 810.061584
	Iteration 4F: 3 clusters Score -410936.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -411425.906250 Penalty: 810.061584
	Iteration 5F: 3 clusters Score -411425.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -411898.343750 Penalty: 810.061584
	Iteration 6F: 3 clusters Score -411898.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -412234.843750 Penalty: 810.061584
	Iteration 7Q: 3 clusters Score -412234.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -412431.875000 Penalty: 810.061584
	Iteration 8Q: 3 clusters Score -412431.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -412515.937500 Penalty: 810.061584
	Iteration 9Q: 3 clusters Score -412515.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -412559.656250 Penalty: 810.061584
	Iteration 10Q: 3 clusters Score -412559.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -412574.718750 Penalty: 810.061584
	Iteration 11Q: 3 clusters Score -412574.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -412582.031250 Penalty: 810.061584
	Iteration 12Q: 3 clusters Score -412582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -412592.218750 Penalty: 810.061584
	Iteration 13Q: 3 clusters Score -412592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -412604.312500 Penalty: 810.061584
	Iteration 14Q: 3 clusters Score -412604.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -412618.437500 Penalty: 810.061584
	Iteration 15Q: 3 clusters Score -412618.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -412621.375000 Penalty: 810.061584
	Iteration 16Q: 3 clusters Score -412621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -412621.843750 Penalty: 810.061584
	Iteration 17Q: 3 clusters Score -412621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -412621.843750 Penalty: 810.061584
	Iteration 18F: 3 clusters Score -412621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Entering Unmasked Estep 
Score: -204372.703125 Penalty: 376.691620
	Iteration 0F: 2 clusters Score -204372.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -201685.328125 Penalty: 753.383240
	Iteration 0F: 3 clusters Score -201685.3 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -202695.375000 Penalty: 753.383240
	Iteration 1F: 3 clusters Score -202695.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -202861.500000 Penalty: 753.383240
	Iteration 2F: 3 clusters Score -202861.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -203096.718750 Penalty: 753.383240
	Iteration 3F: 3 clusters Score -203096.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -203412.187500 Penalty: 753.383240
	Iteration 4F: 3 clusters Score -203412.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -203740.828125 Penalty: 753.383240
	Iteration 5F: 3 clusters Score -203740.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -203992.156250 Penalty: 753.383240
	Iteration 6F: 3 clusters Score -203992.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -204130.671875 Penalty: 753.383240
	Iteration 7Q: 3 clusters Score -204130.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -204161.203125 Penalty: 753.383240
	Iteration 8Q: 3 clusters Score -204161.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -204173.515625 Penalty: 753.383240
	Iteration 9Q: 3 clusters Score -204173.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -204179.562500 Penalty: 753.383240
	Iteration 10Q: 3 clusters Score -204179.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -204185.937500 Penalty: 753.383240
	Iteration 11Q: 3 clusters Score -204185.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -204191.937500 Penalty: 753.383240
	Iteration 12Q: 3 clusters Score -204191.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -204196.078125 Penalty: 753.383240
	Iteration 13Q: 3 clusters Score -204196.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -204200.625000 Penalty: 753.383240
	Iteration 14Q: 3 clusters Score -204200.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -204203.093750 Penalty: 753.383240
	Iteration 15Q: 3 clusters Score -204203.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -204204.781250 Penalty: 753.383240
	Iteration 16Q: 3 clusters Score -204204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -204206.265625 Penalty: 753.383240
	Iteration 17Q: 3 clusters Score -204206.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -204209.218750 Penalty: 753.383240
	Iteration 18Q: 3 clusters Score -204209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -204211.593750 Penalty: 753.383240
	Iteration 19Q: 3 clusters Score -204211.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -204212.609375 Penalty: 753.383240
	Iteration 20F: 3 clusters Score -204212.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -204213.437500 Penalty: 753.383240
	Iteration 21Q: 3 clusters Score -204213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -204213.734375 Penalty: 753.383240
	Iteration 22Q: 3 clusters Score -204213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -204214.046875 Penalty: 753.383240
	Iteration 23Q: 3 clusters Score -204214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -204214.625000 Penalty: 753.383240
	Iteration 24Q: 3 clusters Score -204214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -204215.953125 Penalty: 753.383240
	Iteration 25Q: 3 clusters Score -204216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -204216.265625 Penalty: 753.383240
	Iteration 26Q: 3 clusters Score -204216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -204216.765625 Penalty: 753.383240
	Iteration 27Q: 3 clusters Score -204216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -204217.203125 Penalty: 753.383240
	Iteration 28Q: 3 clusters Score -204217.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -204219.421875 Penalty: 753.383240
	Iteration 29Q: 3 clusters Score -204219.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -204220.093750 Penalty: 753.383240
	Iteration 30Q: 3 clusters Score -204220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -204220.359375 Penalty: 753.383240
	Iteration 31Q: 3 clusters Score -204220.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -204220.625000 Penalty: 753.383240
	Iteration 32Q: 3 clusters Score -204220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -204220.781250 Penalty: 753.383240
	Iteration 33Q: 3 clusters Score -204220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -204221.359375 Penalty: 753.383240
	Iteration 34Q: 3 clusters Score -204221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -204221.265625 Penalty: 753.383240
	Iteration 35Q: 3 clusters Score -204221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -204221.468750 Penalty: 753.383240
	Iteration 36Q: 3 clusters Score -204221.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -204221.468750 Penalty: 753.383240
	Iteration 37F: 3 clusters Score -204221.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -146556.453125 Penalty: 359.225372
	Iteration 0F: 2 clusters Score -146556.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -144709.046875 Penalty: 718.450745
	Iteration 0F: 3 clusters Score -144709 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -145414.875000 Penalty: 718.450745
	Iteration 1F: 3 clusters Score -145414.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -145514.468750 Penalty: 718.450745
	Iteration 2F: 3 clusters Score -145514.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -145651.765625 Penalty: 718.450745
	Iteration 3F: 3 clusters Score -145651.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145828.703125 Penalty: 718.450745
	Iteration 4F: 3 clusters Score -145828.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -145973.234375 Penalty: 718.450745
	Iteration 5F: 3 clusters Score -145973.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -146057.765625 Penalty: 718.450745
	Iteration 6Q: 3 clusters Score -146057.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -146105.593750 Penalty: 718.450745
	Iteration 7Q: 3 clusters Score -146105.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -146140.546875 Penalty: 718.450745
	Iteration 8Q: 3 clusters Score -146140.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -146162.375000 Penalty: 718.450745
	Iteration 9Q: 3 clusters Score -146162.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -146173.453125 Penalty: 718.450745
	Iteration 10Q: 3 clusters Score -146173.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -146185.140625 Penalty: 718.450745
	Iteration 11Q: 3 clusters Score -146185.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -146193.046875 Penalty: 718.450745
	Iteration 12Q: 3 clusters Score -146193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -146197.187500 Penalty: 718.450745
	Iteration 13Q: 3 clusters Score -146197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -146199.171875 Penalty: 718.450745
	Iteration 14Q: 3 clusters Score -146199.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -146201.500000 Penalty: 718.450745
	Iteration 15Q: 3 clusters Score -146201.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -146203.562500 Penalty: 718.450745
	Iteration 16Q: 3 clusters Score -146203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -146207.140625 Penalty: 718.450745
	Iteration 17Q: 3 clusters Score -146207.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -146213.859375 Penalty: 718.450745
	Iteration 18Q: 3 clusters Score -146213.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -146219.015625 Penalty: 718.450745
	Iteration 19Q: 3 clusters Score -146219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -146226.312500 Penalty: 718.450745
	Iteration 20F: 3 clusters Score -146226.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -146229.968750 Penalty: 718.450745
	Iteration 21Q: 3 clusters Score -146230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -146232.703125 Penalty: 718.450745
	Iteration 22Q: 3 clusters Score -146232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -146238.093750 Penalty: 718.450745
	Iteration 23Q: 3 clusters Score -146238.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -146243.687500 Penalty: 718.450745
	Iteration 24Q: 3 clusters Score -146243.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -146249.062500 Penalty: 718.450745
	Iteration 25Q: 3 clusters Score -146249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -146256.265625 Penalty: 718.450745
	Iteration 26Q: 3 clusters Score -146256.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -146260.437500 Penalty: 718.450745
	Iteration 27Q: 3 clusters Score -146260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -146263.046875 Penalty: 718.450745
	Iteration 28Q: 3 clusters Score -146263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -146263.984375 Penalty: 718.450745
	Iteration 29Q: 3 clusters Score -146264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -146264.593750 Penalty: 718.450745
	Iteration 30Q: 3 clusters Score -146264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -146266.562500 Penalty: 718.450745
	Iteration 31Q: 3 clusters Score -146266.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -146268.046875 Penalty: 718.450745
	Iteration 32Q: 3 clusters Score -146268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -146270.296875 Penalty: 718.450745
	Iteration 33Q: 3 clusters Score -146270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -146271.250000 Penalty: 718.450745
	Iteration 34Q: 3 clusters Score -146271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -146272.953125 Penalty: 718.450745
	Iteration 35Q: 3 clusters Score -146273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -146274.296875 Penalty: 718.450745
	Iteration 36Q: 3 clusters Score -146274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -146275.281250 Penalty: 718.450745
	Iteration 37Q: 3 clusters Score -146275.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -146275.281250 Penalty: 718.450745
	Iteration 38F: 3 clusters Score -146275.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -79112.195312 Penalty: 330.862518
	Iteration 0F: 2 clusters Score -79112.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -78007.242188 Penalty: 661.725037
	Iteration 0F: 3 clusters Score -78007.24 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -78297.101562 Penalty: 661.725037
	Iteration 1F: 3 clusters Score -78297.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -78364.734375 Penalty: 661.725037
	Iteration 2F: 3 clusters Score -78364.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -78406.960938 Penalty: 661.725037
	Iteration 3F: 3 clusters Score -78406.96 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -78453.210938 Penalty: 661.725037
	Iteration 4F: 3 clusters Score -78453.21 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -78481.492188 Penalty: 661.725037
	Iteration 5Q: 3 clusters Score -78481.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -78504.617188 Penalty: 661.725037
	Iteration 6Q: 3 clusters Score -78504.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -78534.031250 Penalty: 661.725037
	Iteration 7Q: 3 clusters Score -78534.03 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -78561.210938 Penalty: 661.725037
	Iteration 8Q: 3 clusters Score -78561.21 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -78585.765625 Penalty: 661.725037
	Iteration 9Q: 3 clusters Score -78585.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -78606.140625 Penalty: 661.725037
	Iteration 10Q: 3 clusters Score -78606.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -78622.289062 Penalty: 661.725037
	Iteration 11Q: 3 clusters Score -78622.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -78634.625000 Penalty: 661.725037
	Iteration 12Q: 3 clusters Score -78634.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -78643.484375 Penalty: 661.725037
	Iteration 13Q: 3 clusters Score -78643.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -78647.593750 Penalty: 661.725037
	Iteration 14Q: 3 clusters Score -78647.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -78650.632812 Penalty: 661.725037
	Iteration 15Q: 3 clusters Score -78650.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -78653.492188 Penalty: 661.725037
	Iteration 16Q: 3 clusters Score -78653.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -78656.218750 Penalty: 661.725037
	Iteration 17Q: 3 clusters Score -78656.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -78659.031250 Penalty: 661.725037
	Iteration 18Q: 3 clusters Score -78659.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -78661.187500 Penalty: 661.725037
	Iteration 19Q: 3 clusters Score -78661.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -78663.515625 Penalty: 661.725037
	Iteration 20F: 3 clusters Score -78663.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -78666.992188 Penalty: 661.725037
	Iteration 21Q: 3 clusters Score -78666.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -78670.039062 Penalty: 661.725037
	Iteration 22Q: 3 clusters Score -78670.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -78673.250000 Penalty: 661.725037
	Iteration 23Q: 3 clusters Score -78673.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -78679.640625 Penalty: 661.725037
	Iteration 24Q: 3 clusters Score -78679.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -78684.218750 Penalty: 661.725037
	Iteration 25Q: 3 clusters Score -78684.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -78687.585938 Penalty: 661.725037
	Iteration 26Q: 3 clusters Score -78687.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -78689.710938 Penalty: 661.725037
	Iteration 27Q: 3 clusters Score -78689.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -78692.000000 Penalty: 661.725037
	Iteration 28Q: 3 clusters Score -78692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -78692.773438 Penalty: 661.725037
	Iteration 29Q: 3 clusters Score -78692.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -78693.570312 Penalty: 661.725037
	Iteration 30Q: 3 clusters Score -78693.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -78694.179688 Penalty: 661.725037
	Iteration 31Q: 3 clusters Score -78694.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -78695.000000 Penalty: 661.725037
	Iteration 32Q: 3 clusters Score -78695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -78695.257812 Penalty: 661.725037
	Iteration 33Q: 3 clusters Score -78695.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -78695.835938 Penalty: 661.725037
	Iteration 34Q: 3 clusters Score -78695.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -78695.835938 Penalty: 661.725037
	Iteration 35F: 3 clusters Score -78695.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Entering Unmasked Estep 
Score: -269477.437500 Penalty: 387.885834
	Iteration 0F: 2 clusters Score -269477.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -266037.875000 Penalty: 775.771667
	Iteration 0F: 3 clusters Score -266037.9 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -267343.406250 Penalty: 775.771667
	Iteration 1F: 3 clusters Score -267343.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -267476.718750 Penalty: 775.771667
	Iteration 2F: 3 clusters Score -267476.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -267702.468750 Penalty: 775.771667
	Iteration 3F: 3 clusters Score -267702.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -268071.281250 Penalty: 775.771667
	Iteration 4F: 3 clusters Score -268071.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -268488.687500 Penalty: 775.771667
	Iteration 5F: 3 clusters Score -268488.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -268947.437500 Penalty: 775.771667
	Iteration 6F: 3 clusters Score -268947.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -269232.031250 Penalty: 775.771667
	Iteration 7F: 3 clusters Score -269232 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -269396.781250 Penalty: 775.771667
	Iteration 8Q: 3 clusters Score -269396.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -269531.843750 Penalty: 775.771667
	Iteration 9Q: 3 clusters Score -269531.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -269581.000000 Penalty: 775.771667
	Iteration 10Q: 3 clusters Score -269581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -269592.468750 Penalty: 775.771667
	Iteration 11Q: 3 clusters Score -269592.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -269602.562500 Penalty: 775.771667
	Iteration 12Q: 3 clusters Score -269602.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -269608.000000 Penalty: 775.771667
	Iteration 13Q: 3 clusters Score -269608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -269610.031250 Penalty: 775.771667
	Iteration 14Q: 3 clusters Score -269610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -269610.406250 Penalty: 775.771667
	Iteration 15Q: 3 clusters Score -269610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -269610.500000 Penalty: 775.771667
	Iteration 16Q: 3 clusters Score -269610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -269610.343750 Penalty: 775.771667
	Iteration 17Q: 3 clusters Score -269610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -269610.343750 Penalty: 775.771667
	Iteration 18F: 3 clusters Score -269610.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 92554 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 21597 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 141250 members 
Mstep: Class 8 contains 101349 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 76645 members 
Mstep: Class 11 contains 46746 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 1017 members 
Mstep: Class 17 contains 2733 members 
Mstep: Class 18 contains 67766 members 
Mstep: Class 19 contains 38252 members 
Mstep: Class 20 contains 79542 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 99335 members 
Mstep: Class 23 contains 98317 members 
Mstep: Class 24 contains 15763 members 
Mstep: Class 25 contains 64546 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 163378 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 103703 members 
Mstep: Class 31 contains 79094 members 
Mstep: Class 32 contains 127622 members 
Mstep: Class 33 contains 66785 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 2153 members 
Mstep: Class 36 contains 120301 members 
Mstep: Class 37 contains 6623 members 
Mstep: Class 38 contains 17212 members 
Mstep: Class 39 contains 4022 members 
Entering Unmasked Estep 
Score: -87381536.000000 Penalty: 25488.560547
Splitting cluster 16 changes total score from -87381784.000000 to -87381536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -132624.140625 Penalty: 360.048553
	Iteration 0F: 2 clusters Score -132624.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -130678.273438 Penalty: 720.097107
	Iteration 0F: 3 clusters Score -130678.3 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -131367.953125 Penalty: 720.097107
	Iteration 1F: 3 clusters Score -131368 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -131514.265625 Penalty: 720.097107
	Iteration 2F: 3 clusters Score -131514.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -131663.140625 Penalty: 720.097107
	Iteration 3F: 3 clusters Score -131663.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -131831.109375 Penalty: 720.097107
	Iteration 4F: 3 clusters Score -131831.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -132004.125000 Penalty: 720.097107
	Iteration 5F: 3 clusters Score -132004.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -132154.078125 Penalty: 720.097107
	Iteration 6F: 3 clusters Score -132154.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -132231.015625 Penalty: 720.097107
	Iteration 7Q: 3 clusters Score -132231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -132283.546875 Penalty: 720.097107
	Iteration 8Q: 3 clusters Score -132283.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -132307.906250 Penalty: 720.097107
	Iteration 9Q: 3 clusters Score -132307.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -132325.250000 Penalty: 720.097107
	Iteration 10Q: 3 clusters Score -132325.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -132337.140625 Penalty: 720.097107
	Iteration 11Q: 3 clusters Score -132337.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -132348.593750 Penalty: 720.097107
	Iteration 12Q: 3 clusters Score -132348.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -132355.453125 Penalty: 720.097107
	Iteration 13Q: 3 clusters Score -132355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -132357.875000 Penalty: 720.097107
	Iteration 14Q: 3 clusters Score -132357.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -132359.718750 Penalty: 720.097107
	Iteration 15Q: 3 clusters Score -132359.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -132362.625000 Penalty: 720.097107
	Iteration 16Q: 3 clusters Score -132362.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -132363.937500 Penalty: 720.097107
	Iteration 17Q: 3 clusters Score -132363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -132365.000000 Penalty: 720.097107
	Iteration 18Q: 3 clusters Score -132365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -132365.000000 Penalty: 720.097107
	Iteration 19F: 3 clusters Score -132365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (67766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Entering Unmasked Estep 
Score: -3726810.000000 Penalty: 506.133606
	Iteration 0F: 2 clusters Score -3726810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -3681346.250000 Penalty: 1012.267212
	Iteration 0F: 3 clusters Score -3681346 nChanged 33082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -3702889.500000 Penalty: 1012.267212
	Iteration 1F: 3 clusters Score -3702890 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -3705823.250000 Penalty: 1012.267212
	Iteration 2F: 3 clusters Score -3705823 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -3710220.500000 Penalty: 1012.267212
	Iteration 3F: 3 clusters Score -3710220 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -3715496.750000 Penalty: 1012.267212
	Iteration 4F: 3 clusters Score -3715497 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -3719110.500000 Penalty: 1012.267212
	Iteration 5F: 3 clusters Score -3719110 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -3720529.750000 Penalty: 1012.267212
	Iteration 6Q: 3 clusters Score -3720530 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -3721130.500000 Penalty: 1012.267212
	Iteration 7Q: 3 clusters Score -3721130 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -3721496.250000 Penalty: 1012.267212
	Iteration 8Q: 3 clusters Score -3721496 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -3721796.500000 Penalty: 1012.267212
	Iteration 9Q: 3 clusters Score -3721796 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -3722000.250000 Penalty: 1012.267212
	Iteration 10Q: 3 clusters Score -3722000 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -3722164.750000 Penalty: 1012.267212
	Iteration 11Q: 3 clusters Score -3722165 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -3722277.000000 Penalty: 1012.267212
	Iteration 12Q: 3 clusters Score -3722277 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -3722408.250000 Penalty: 1012.267212
	Iteration 13Q: 3 clusters Score -3722408 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -3722484.000000 Penalty: 1012.267212
	Iteration 14Q: 3 clusters Score -3722484 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -3722603.000000 Penalty: 1012.267212
	Iteration 15Q: 3 clusters Score -3722603 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -3722679.750000 Penalty: 1012.267212
	Iteration 16Q: 3 clusters Score -3722680 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -3722756.000000 Penalty: 1012.267212
	Iteration 17Q: 3 clusters Score -3722756 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -3722878.250000 Penalty: 1012.267212
	Iteration 18Q: 3 clusters Score -3722878 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -3722974.500000 Penalty: 1012.267212
	Iteration 19Q: 3 clusters Score -3722974 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -3723042.250000 Penalty: 1012.267212
	Iteration 20F: 3 clusters Score -3723042 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -3723146.750000 Penalty: 1012.267212
	Iteration 21Q: 3 clusters Score -3723147 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -3723221.000000 Penalty: 1012.267212
	Iteration 22Q: 3 clusters Score -3723221 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -3723290.250000 Penalty: 1012.267212
	Iteration 23Q: 3 clusters Score -3723290 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -3723332.750000 Penalty: 1012.267212
	Iteration 24Q: 3 clusters Score -3723333 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -3723395.000000 Penalty: 1012.267212
	Iteration 25Q: 3 clusters Score -3723395 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -3723451.500000 Penalty: 1012.267212
	Iteration 26Q: 3 clusters Score -3723452 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -3723484.500000 Penalty: 1012.267212
	Iteration 27Q: 3 clusters Score -3723484 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -3723543.500000 Penalty: 1012.267212
	Iteration 28Q: 3 clusters Score -3723544 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -3723587.500000 Penalty: 1012.267212
	Iteration 29Q: 3 clusters Score -3723588 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -3723632.000000 Penalty: 1012.267212
	Iteration 30Q: 3 clusters Score -3723632 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -3723700.250000 Penalty: 1012.267212
	Iteration 31Q: 3 clusters Score -3723700 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -3723746.500000 Penalty: 1012.267212
	Iteration 32Q: 3 clusters Score -3723746 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -3723816.000000 Penalty: 1012.267212
	Iteration 33Q: 3 clusters Score -3723816 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -3723881.750000 Penalty: 1012.267212
	Iteration 34Q: 3 clusters Score -3723882 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -3723929.250000 Penalty: 1012.267212
	Iteration 35Q: 3 clusters Score -3723929 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -3723979.500000 Penalty: 1012.267212
	Iteration 36Q: 3 clusters Score -3723980 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -3724066.750000 Penalty: 1012.267212
	Iteration 37Q: 3 clusters Score -3724067 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -3724138.500000 Penalty: 1012.267212
	Iteration 38Q: 3 clusters Score -3724138 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -3724214.250000 Penalty: 1012.267212
	Iteration 39Q: 3 clusters Score -3724214 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -3724303.750000 Penalty: 1012.267212
	Iteration 40F: 3 clusters Score -3724304 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -3724411.500000 Penalty: 1012.267212
	Iteration 41Q: 3 clusters Score -3724412 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -3724530.000000 Penalty: 1012.267212
	Iteration 42Q: 3 clusters Score -3724530 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -3724649.750000 Penalty: 1012.267212
	Iteration 43Q: 3 clusters Score -3724650 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -3724801.250000 Penalty: 1012.267212
	Iteration 44Q: 3 clusters Score -3724801 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -3724942.000000 Penalty: 1012.267212
	Iteration 45Q: 3 clusters Score -3724942 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -3725072.000000 Penalty: 1012.267212
	Iteration 46Q: 3 clusters Score -3725072 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -3725270.750000 Penalty: 1012.267212
	Iteration 47Q: 3 clusters Score -3725271 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -3725393.250000 Penalty: 1012.267212
	Iteration 48Q: 3 clusters Score -3725393 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -3725505.500000 Penalty: 1012.267212
	Iteration 49Q: 3 clusters Score -3725506 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -3725616.000000 Penalty: 1012.267212
	Iteration 50Q: 3 clusters Score -3725616 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -3725721.750000 Penalty: 1012.267212
	Iteration 51Q: 3 clusters Score -3725722 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -3725821.000000 Penalty: 1012.267212
	Iteration 52Q: 3 clusters Score -3725821 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -3725890.500000 Penalty: 1012.267212
	Iteration 53Q: 3 clusters Score -3725890 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -3725970.250000 Penalty: 1012.267212
	Iteration 54Q: 3 clusters Score -3725970 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -3726068.750000 Penalty: 1012.267212
	Iteration 55Q: 3 clusters Score -3726069 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -3726156.750000 Penalty: 1012.267212
	Iteration 56Q: 3 clusters Score -3726157 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 66584 members 
Entering Unmasked Estep 
Score: -3726223.000000 Penalty: 1012.267212
	Iteration 57Q: 3 clusters Score -3726223 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 66684 members 
Entering Unmasked Estep 
Score: -3726260.500000 Penalty: 1012.267212
	Iteration 58Q: 3 clusters Score -3726260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -3726311.500000 Penalty: 1012.267212
	Iteration 59Q: 3 clusters Score -3726312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -3726332.250000 Penalty: 1012.267212
	Iteration 60F: 3 clusters Score -3726332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -3726349.500000 Penalty: 1012.267212
	Iteration 61Q: 3 clusters Score -3726350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -3726367.000000 Penalty: 1012.267212
	Iteration 62Q: 3 clusters Score -3726367 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -3726366.500000 Penalty: 1012.267212
	Iteration 63Q: 3 clusters Score -3726366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -3726373.250000 Penalty: 1012.267212
	Iteration 64Q: 3 clusters Score -3726373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -3726389.250000 Penalty: 1012.267212
	Iteration 65Q: 3 clusters Score -3726389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -3726388.500000 Penalty: 1012.267212
	Iteration 66Q: 3 clusters Score -3726388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -3726394.000000 Penalty: 1012.267212
	Iteration 67Q: 3 clusters Score -3726394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -3726396.250000 Penalty: 1012.267212
	Iteration 68Q: 3 clusters Score -3726396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -3726404.250000 Penalty: 1012.267212
	Iteration 69Q: 3 clusters Score -3726404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -3726416.000000 Penalty: 1012.267212
	Iteration 70Q: 3 clusters Score -3726416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -3726424.500000 Penalty: 1012.267212
	Iteration 71Q: 3 clusters Score -3726424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -3726432.250000 Penalty: 1012.267212
	Iteration 72Q: 3 clusters Score -3726432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 67230 members 
Entering Unmasked Estep 
Score: -3726440.250000 Penalty: 1012.267212
	Iteration 73Q: 3 clusters Score -3726440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -3726444.250000 Penalty: 1012.267212
	Iteration 74Q: 3 clusters Score -3726444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 67252 members 
Entering Unmasked Estep 
Score: -3726444.500000 Penalty: 1012.267212
	Iteration 75Q: 3 clusters Score -3726444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -3726446.250000 Penalty: 1012.267212
	Iteration 76Q: 3 clusters Score -3726446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -3726447.750000 Penalty: 1012.267212
	Iteration 77Q: 3 clusters Score -3726448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -3726450.500000 Penalty: 1012.267212
	Iteration 78Q: 3 clusters Score -3726450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -3726451.750000 Penalty: 1012.267212
	Iteration 79Q: 3 clusters Score -3726452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -3726452.750000 Penalty: 1012.267212
	Iteration 80F: 3 clusters Score -3726453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -3726450.500000 Penalty: 1012.267212
	Iteration 81Q: 3 clusters Score -3726450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -3726452.000000 Penalty: 1012.267212
	Iteration 82Q: 3 clusters Score -3726452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -3726451.750000 Penalty: 1012.267212
	Iteration 83Q: 3 clusters Score -3726452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -3726452.000000 Penalty: 1012.267212
	Iteration 84Q: 3 clusters Score -3726452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 67280 members 
Entering Unmasked Estep 
Score: -3726451.250000 Penalty: 1012.267212
	Iteration 85Q: 3 clusters Score -3726451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -3726451.500000 Penalty: 1012.267212
	Iteration 86Q: 3 clusters Score -3726452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -3726450.750000 Penalty: 1012.267212
	Iteration 87Q: 3 clusters Score -3726451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -3726452.250000 Penalty: 1012.267212
	Iteration 88Q: 3 clusters Score -3726452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -3726450.250000 Penalty: 1012.267212
	Iteration 89Q: 3 clusters Score -3726450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -3726452.250000 Penalty: 1012.267212
	Iteration 90Q: 3 clusters Score -3726452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -3726452.250000 Penalty: 1012.267212
	Iteration 91F: 3 clusters Score -3726452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Entering Unmasked Estep 
Score: -2065465.875000 Penalty: 480.113800
	Iteration 0F: 2 clusters Score -2065466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2039900.875000 Penalty: 960.227600
	Iteration 0F: 3 clusters Score -2039901 nChanged 18360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2050850.000000 Penalty: 960.227600
	Iteration 1F: 3 clusters Score -2050850 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -2052287.500000 Penalty: 960.227600
	Iteration 2F: 3 clusters Score -2052288 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -2054940.500000 Penalty: 960.227600
	Iteration 3F: 3 clusters Score -2054940 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -2058472.000000 Penalty: 960.227600
	Iteration 4F: 3 clusters Score -2058472 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -2061486.750000 Penalty: 960.227600
	Iteration 5F: 3 clusters Score -2061487 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -2063297.125000 Penalty: 960.227600
	Iteration 6Q: 3 clusters Score -2063297 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -2064124.250000 Penalty: 960.227600
	Iteration 7Q: 3 clusters Score -2064124 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -2064529.875000 Penalty: 960.227600
	Iteration 8Q: 3 clusters Score -2064530 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -2064723.875000 Penalty: 960.227600
	Iteration 9Q: 3 clusters Score -2064724 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -2064842.250000 Penalty: 960.227600
	Iteration 10Q: 3 clusters Score -2064842 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -2064915.000000 Penalty: 960.227600
	Iteration 11Q: 3 clusters Score -2064915 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -2064951.750000 Penalty: 960.227600
	Iteration 12Q: 3 clusters Score -2064952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -2064991.500000 Penalty: 960.227600
	Iteration 13Q: 3 clusters Score -2064992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -2065011.500000 Penalty: 960.227600
	Iteration 14Q: 3 clusters Score -2065012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -2065026.375000 Penalty: 960.227600
	Iteration 15Q: 3 clusters Score -2065026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -2065035.625000 Penalty: 960.227600
	Iteration 16Q: 3 clusters Score -2065036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -2065037.125000 Penalty: 960.227600
	Iteration 17Q: 3 clusters Score -2065037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -2065039.000000 Penalty: 960.227600
	Iteration 18Q: 3 clusters Score -2065039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -2065042.375000 Penalty: 960.227600
	Iteration 19Q: 3 clusters Score -2065042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -2065046.000000 Penalty: 960.227600
	Iteration 20F: 3 clusters Score -2065046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -2065049.000000 Penalty: 960.227600
	Iteration 21Q: 3 clusters Score -2065049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -2065052.750000 Penalty: 960.227600
	Iteration 22Q: 3 clusters Score -2065053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -2065055.125000 Penalty: 960.227600
	Iteration 23Q: 3 clusters Score -2065055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -2065055.000000 Penalty: 960.227600
	Iteration 24Q: 3 clusters Score -2065055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -2065055.625000 Penalty: 960.227600
	Iteration 25Q: 3 clusters Score -2065056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -2065059.875000 Penalty: 960.227600
	Iteration 26Q: 3 clusters Score -2065060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -2065062.750000 Penalty: 960.227600
	Iteration 27Q: 3 clusters Score -2065063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -2065064.250000 Penalty: 960.227600
	Iteration 28Q: 3 clusters Score -2065064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -2065064.125000 Penalty: 960.227600
	Iteration 29Q: 3 clusters Score -2065064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -2065064.375000 Penalty: 960.227600
	Iteration 30Q: 3 clusters Score -2065064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -2065064.875000 Penalty: 960.227600
	Iteration 31Q: 3 clusters Score -2065065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -2065063.375000 Penalty: 960.227600
	Iteration 32Q: 3 clusters Score -2065063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -2065064.250000 Penalty: 960.227600
	Iteration 33Q: 3 clusters Score -2065064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -2065065.750000 Penalty: 960.227600
	Iteration 34Q: 3 clusters Score -2065066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -2065066.625000 Penalty: 960.227600
	Iteration 35Q: 3 clusters Score -2065067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -2065066.125000 Penalty: 960.227600
	Iteration 36Q: 3 clusters Score -2065066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -2065068.375000 Penalty: 960.227600
	Iteration 37Q: 3 clusters Score -2065068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -2065067.625000 Penalty: 960.227600
	Iteration 38Q: 3 clusters Score -2065068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -2065067.375000 Penalty: 960.227600
	Iteration 39Q: 3 clusters Score -2065067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -2065070.125000 Penalty: 960.227600
	Iteration 40F: 3 clusters Score -2065070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Entering Unmasked Estep 
Score: -4304430.000000 Penalty: 513.423828
	Iteration 0F: 2 clusters Score -4304430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -4251279.500000 Penalty: 1026.847656
	Iteration 0F: 3 clusters Score -4251280 nChanged 38922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4274355.500000 Penalty: 1026.847656
	Iteration 1F: 3 clusters Score -4274356 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -4275081.000000 Penalty: 1026.847656
	Iteration 2Q: 3 clusters Score -4275081 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -4276061.500000 Penalty: 1026.847656
	Iteration 3Q: 3 clusters Score -4276062 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -4277416.000000 Penalty: 1026.847656
	Iteration 4Q: 3 clusters Score -4277416 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4279500.000000 Penalty: 1026.847656
	Iteration 5Q: 3 clusters Score -4279500 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4282601.500000 Penalty: 1026.847656
	Iteration 6F: 3 clusters Score -4282602 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4286559.000000 Penalty: 1026.847656
	Iteration 7F: 3 clusters Score -4286559 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -4290267.500000 Penalty: 1026.847656
	Iteration 8F: 3 clusters Score -4290268 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -4292724.000000 Penalty: 1026.847656
	Iteration 9F: 3 clusters Score -4292724 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -4294014.000000 Penalty: 1026.847656
	Iteration 10Q: 3 clusters Score -4294014 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4294787.500000 Penalty: 1026.847656
	Iteration 11Q: 3 clusters Score -4294788 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4295481.500000 Penalty: 1026.847656
	Iteration 12Q: 3 clusters Score -4295482 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -4296228.000000 Penalty: 1026.847656
	Iteration 13Q: 3 clusters Score -4296228 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4297043.000000 Penalty: 1026.847656
	Iteration 14Q: 3 clusters Score -4297043 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4297947.500000 Penalty: 1026.847656
	Iteration 15Q: 3 clusters Score -4297948 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4298844.000000 Penalty: 1026.847656
	Iteration 16Q: 3 clusters Score -4298844 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -4299672.000000 Penalty: 1026.847656
	Iteration 17Q: 3 clusters Score -4299672 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67104 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -4300346.000000 Penalty: 1026.847656
	Iteration 18Q: 3 clusters Score -4300346 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -4300920.500000 Penalty: 1026.847656
	Iteration 19Q: 3 clusters Score -4300920 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -4301381.000000 Penalty: 1026.847656
	Iteration 20F: 3 clusters Score -4301381 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4301790.500000 Penalty: 1026.847656
	Iteration 21Q: 3 clusters Score -4301790 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -4302177.000000 Penalty: 1026.847656
	Iteration 22Q: 3 clusters Score -4302177 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68211 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -4302540.000000 Penalty: 1026.847656
	Iteration 23Q: 3 clusters Score -4302540 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -4302900.000000 Penalty: 1026.847656
	Iteration 24Q: 3 clusters Score -4302900 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -4303205.500000 Penalty: 1026.847656
	Iteration 25Q: 3 clusters Score -4303206 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4303404.500000 Penalty: 1026.847656
	Iteration 26Q: 3 clusters Score -4303404 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4303535.000000 Penalty: 1026.847656
	Iteration 27Q: 3 clusters Score -4303535 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -4303648.500000 Penalty: 1026.847656
	Iteration 28Q: 3 clusters Score -4303648 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4303704.500000 Penalty: 1026.847656
	Iteration 29Q: 3 clusters Score -4303704 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -4303727.000000 Penalty: 1026.847656
	Iteration 30Q: 3 clusters Score -4303727 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -4303739.500000 Penalty: 1026.847656
	Iteration 31Q: 3 clusters Score -4303740 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -4303744.000000 Penalty: 1026.847656
	Iteration 32Q: 3 clusters Score -4303744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4303743.500000 Penalty: 1026.847656
	Iteration 33Q: 3 clusters Score -4303744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4303735.000000 Penalty: 1026.847656
	Iteration 34Q: 3 clusters Score -4303735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67508 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -4303746.500000 Penalty: 1026.847656
	Iteration 35Q: 3 clusters Score -4303746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -4303747.000000 Penalty: 1026.847656
	Iteration 36Q: 3 clusters Score -4303747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -4303739.000000 Penalty: 1026.847656
	Iteration 37Q: 3 clusters Score -4303739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4303741.000000 Penalty: 1026.847656
	Iteration 38Q: 3 clusters Score -4303741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -4303741.000000 Penalty: 1026.847656
	Iteration 39Q: 3 clusters Score -4303741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -4303829.500000 Penalty: 1026.847656
	Iteration 40F: 3 clusters Score -4303830 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -4303828.500000 Penalty: 1026.847656
	Iteration 41Q: 3 clusters Score -4303828 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67380 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -4303831.500000 Penalty: 1026.847656
	Iteration 42Q: 3 clusters Score -4303832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4303840.000000 Penalty: 1026.847656
	Iteration 43Q: 3 clusters Score -4303840 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4303845.000000 Penalty: 1026.847656
	Iteration 44Q: 3 clusters Score -4303845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -4303846.500000 Penalty: 1026.847656
	Iteration 45Q: 3 clusters Score -4303846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4303852.500000 Penalty: 1026.847656
	Iteration 46Q: 3 clusters Score -4303852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67207 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -4303853.500000 Penalty: 1026.847656
	Iteration 47Q: 3 clusters Score -4303854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -4303847.000000 Penalty: 1026.847656
	Iteration 48Q: 3 clusters Score -4303847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4303839.000000 Penalty: 1026.847656
	Iteration 49Q: 3 clusters Score -4303839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4303841.000000 Penalty: 1026.847656
	Iteration 50Q: 3 clusters Score -4303841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -4303841.500000 Penalty: 1026.847656
	Iteration 51Q: 3 clusters Score -4303842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -4303838.500000 Penalty: 1026.847656
	Iteration 52Q: 3 clusters Score -4303838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4303840.000000 Penalty: 1026.847656
	Iteration 53Q: 3 clusters Score -4303840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4303841.000000 Penalty: 1026.847656
	Iteration 54Q: 3 clusters Score -4303841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -4303839.000000 Penalty: 1026.847656
	Iteration 55Q: 3 clusters Score -4303839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4303838.000000 Penalty: 1026.847656
	Iteration 56Q: 3 clusters Score -4303838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4303838.500000 Penalty: 1026.847656
	Iteration 57Q: 3 clusters Score -4303838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -4303837.500000 Penalty: 1026.847656
	Iteration 58Q: 3 clusters Score -4303838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67103 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -4303842.000000 Penalty: 1026.847656
	Iteration 59Q: 3 clusters Score -4303842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -4303842.500000 Penalty: 1026.847656
	Iteration 60F: 3 clusters Score -4303842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4303843.500000 Penalty: 1026.847656
	Iteration 61Q: 3 clusters Score -4303844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4303843.500000 Penalty: 1026.847656
	Iteration 62F: 3 clusters Score -4303844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -59922.953125 Penalty: 319.377991
	Iteration 0F: 2 clusters Score -59922.95 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 548 members 
Entering Unmasked Estep 
Score: -59027.441406 Penalty: 638.755981
	Iteration 0F: 3 clusters Score -59027.44 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -59298.457031 Penalty: 638.755981
	Iteration 1F: 3 clusters Score -59298.46 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -59360.324219 Penalty: 638.755981
	Iteration 2F: 3 clusters Score -59360.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -59405.898438 Penalty: 638.755981
	Iteration 3F: 3 clusters Score -59405.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59459.226562 Penalty: 638.755981
	Iteration 4Q: 3 clusters Score -59459.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59507.500000 Penalty: 638.755981
	Iteration 5Q: 3 clusters Score -59507.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -59546.253906 Penalty: 638.755981
	Iteration 6Q: 3 clusters Score -59546.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59573.750000 Penalty: 638.755981
	Iteration 7Q: 3 clusters Score -59573.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59593.382812 Penalty: 638.755981
	Iteration 8Q: 3 clusters Score -59593.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59600.652344 Penalty: 638.755981
	Iteration 9Q: 3 clusters Score -59600.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -59604.050781 Penalty: 638.755981
	Iteration 10Q: 3 clusters Score -59604.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59618.113281 Penalty: 638.755981
	Iteration 11Q: 3 clusters Score -59618.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59638.320312 Penalty: 638.755981
	Iteration 12Q: 3 clusters Score -59638.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59648.410156 Penalty: 638.755981
	Iteration 13Q: 3 clusters Score -59648.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -59655.808594 Penalty: 638.755981
	Iteration 14Q: 3 clusters Score -59655.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59660.238281 Penalty: 638.755981
	Iteration 15Q: 3 clusters Score -59660.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -59662.222656 Penalty: 638.755981
	Iteration 16Q: 3 clusters Score -59662.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59663.460938 Penalty: 638.755981
	Iteration 17Q: 3 clusters Score -59663.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59664.039062 Penalty: 638.755981
	Iteration 18Q: 3 clusters Score -59664.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59664.531250 Penalty: 638.755981
	Iteration 19Q: 3 clusters Score -59664.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59665.101562 Penalty: 638.755981
	Iteration 20F: 3 clusters Score -59665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59666.503906 Penalty: 638.755981
	Iteration 21Q: 3 clusters Score -59666.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59670.355469 Penalty: 638.755981
	Iteration 22Q: 3 clusters Score -59670.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59673.050781 Penalty: 638.755981
	Iteration 23Q: 3 clusters Score -59673.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59674.667969 Penalty: 638.755981
	Iteration 24Q: 3 clusters Score -59674.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59675.140625 Penalty: 638.755981
	Iteration 25Q: 3 clusters Score -59675.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59675.449219 Penalty: 638.755981
	Iteration 26Q: 3 clusters Score -59675.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59675.773438 Penalty: 638.755981
	Iteration 27Q: 3 clusters Score -59675.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59676.835938 Penalty: 638.755981
	Iteration 28Q: 3 clusters Score -59676.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59676.921875 Penalty: 638.755981
	Iteration 29Q: 3 clusters Score -59676.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59676.921875 Penalty: 638.755981
	Iteration 30F: 3 clusters Score -59676.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (99335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99335 members 
Entering Unmasked Estep 
Score: -5370071.500000 Penalty: 523.534546
	Iteration 0F: 2 clusters Score -5370072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -5304217.000000 Penalty: 1047.069092
	Iteration 0F: 3 clusters Score -5304217 nChanged 48922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -5334244.000000 Penalty: 1047.069092
	Iteration 1F: 3 clusters Score -5334244 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5335578.000000 Penalty: 1047.069092
	Iteration 2Q: 3 clusters Score -5335578 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -5338035.500000 Penalty: 1047.069092
	Iteration 3Q: 3 clusters Score -5338036 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -5342485.000000 Penalty: 1047.069092
	Iteration 4F: 3 clusters Score -5342485 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -5349380.000000 Penalty: 1047.069092
	Iteration 5F: 3 clusters Score -5349380 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -5357174.500000 Penalty: 1047.069092
	Iteration 6F: 3 clusters Score -5357174 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93055 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -5363606.500000 Penalty: 1047.069092
	Iteration 7F: 3 clusters Score -5363606 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5367322.500000 Penalty: 1047.069092
	Iteration 8Q: 3 clusters Score -5367322 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98513 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5368867.000000 Penalty: 1047.069092
	Iteration 9Q: 3 clusters Score -5368867 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99044 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5369378.500000 Penalty: 1047.069092
	Iteration 10Q: 3 clusters Score -5369378 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5369555.500000 Penalty: 1047.069092
	Iteration 11Q: 3 clusters Score -5369556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5369576.500000 Penalty: 1047.069092
	Iteration 12Q: 3 clusters Score -5369576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5369594.500000 Penalty: 1047.069092
	Iteration 13Q: 3 clusters Score -5369594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99258 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -5369601.500000 Penalty: 1047.069092
	Iteration 14Q: 3 clusters Score -5369602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99262 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -5369610.500000 Penalty: 1047.069092
	Iteration 15Q: 3 clusters Score -5369610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5369614.500000 Penalty: 1047.069092
	Iteration 16Q: 3 clusters Score -5369614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -5369620.500000 Penalty: 1047.069092
	Iteration 17Q: 3 clusters Score -5369620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99268 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5369625.500000 Penalty: 1047.069092
	Iteration 18Q: 3 clusters Score -5369626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99270 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5369629.500000 Penalty: 1047.069092
	Iteration 19Q: 3 clusters Score -5369630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5369633.500000 Penalty: 1047.069092
	Iteration 20F: 3 clusters Score -5369634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99273 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -5369630.000000 Penalty: 1047.069092
	Iteration 21Q: 3 clusters Score -5369630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -5369630.000000 Penalty: 1047.069092
	Iteration 22Q: 3 clusters Score -5369630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -5369634.500000 Penalty: 1047.069092
	Iteration 23Q: 3 clusters Score -5369634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -5369634.500000 Penalty: 1047.069092
	Iteration 24Q: 3 clusters Score -5369634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99278 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5369636.500000 Penalty: 1047.069092
	Iteration 25Q: 3 clusters Score -5369636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99278 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -5369636.500000 Penalty: 1047.069092
	Iteration 26F: 3 clusters Score -5369636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (98317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Entering Unmasked Estep 
Score: -5138534.500000 Penalty: 523.065857
	Iteration 0F: 2 clusters Score -5138534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -5072674.500000 Penalty: 1046.131714
	Iteration 0F: 3 clusters Score -5072674 nChanged 48345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -5103872.500000 Penalty: 1046.131714
	Iteration 1F: 3 clusters Score -5103872 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -5106845.500000 Penalty: 1046.131714
	Iteration 2Q: 3 clusters Score -5106846 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -5111281.500000 Penalty: 1046.131714
	Iteration 3F: 3 clusters Score -5111282 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -5116895.000000 Penalty: 1046.131714
	Iteration 4F: 3 clusters Score -5116895 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -5122286.500000 Penalty: 1046.131714
	Iteration 5F: 3 clusters Score -5122286 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -5125652.500000 Penalty: 1046.131714
	Iteration 6F: 3 clusters Score -5125652 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -5127158.500000 Penalty: 1046.131714
	Iteration 7Q: 3 clusters Score -5127158 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -5127775.500000 Penalty: 1046.131714
	Iteration 8Q: 3 clusters Score -5127776 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -5128122.000000 Penalty: 1046.131714
	Iteration 9Q: 3 clusters Score -5128122 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -5128405.000000 Penalty: 1046.131714
	Iteration 10Q: 3 clusters Score -5128405 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -5128698.000000 Penalty: 1046.131714
	Iteration 11Q: 3 clusters Score -5128698 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -5128951.500000 Penalty: 1046.131714
	Iteration 12Q: 3 clusters Score -5128952 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65236 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -5129215.500000 Penalty: 1046.131714
	Iteration 13Q: 3 clusters Score -5129216 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -5129569.500000 Penalty: 1046.131714
	Iteration 14Q: 3 clusters Score -5129570 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65082 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -5129895.500000 Penalty: 1046.131714
	Iteration 15Q: 3 clusters Score -5129896 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -5130228.500000 Penalty: 1046.131714
	Iteration 16Q: 3 clusters Score -5130228 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -5130635.000000 Penalty: 1046.131714
	Iteration 17Q: 3 clusters Score -5130635 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -5131002.000000 Penalty: 1046.131714
	Iteration 18Q: 3 clusters Score -5131002 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -5131365.000000 Penalty: 1046.131714
	Iteration 19Q: 3 clusters Score -5131365 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -5131663.000000 Penalty: 1046.131714
	Iteration 20F: 3 clusters Score -5131663 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -5131908.500000 Penalty: 1046.131714
	Iteration 21Q: 3 clusters Score -5131908 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -5132114.000000 Penalty: 1046.131714
	Iteration 22Q: 3 clusters Score -5132114 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -5132332.500000 Penalty: 1046.131714
	Iteration 23Q: 3 clusters Score -5132332 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -5132454.500000 Penalty: 1046.131714
	Iteration 24Q: 3 clusters Score -5132454 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -5132583.500000 Penalty: 1046.131714
	Iteration 25Q: 3 clusters Score -5132584 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -5132686.000000 Penalty: 1046.131714
	Iteration 26Q: 3 clusters Score -5132686 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -5132810.500000 Penalty: 1046.131714
	Iteration 27Q: 3 clusters Score -5132810 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -5132909.500000 Penalty: 1046.131714
	Iteration 28Q: 3 clusters Score -5132910 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64791 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -5132958.500000 Penalty: 1046.131714
	Iteration 29Q: 3 clusters Score -5132958 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -5132993.500000 Penalty: 1046.131714
	Iteration 30Q: 3 clusters Score -5132994 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -5133036.500000 Penalty: 1046.131714
	Iteration 31Q: 3 clusters Score -5133036 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65109 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5133055.500000 Penalty: 1046.131714
	Iteration 32Q: 3 clusters Score -5133056 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -5133077.500000 Penalty: 1046.131714
	Iteration 33Q: 3 clusters Score -5133078 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -5133075.000000 Penalty: 1046.131714
	Iteration 34Q: 3 clusters Score -5133075 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -5133097.000000 Penalty: 1046.131714
	Iteration 35Q: 3 clusters Score -5133097 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -5133100.500000 Penalty: 1046.131714
	Iteration 36Q: 3 clusters Score -5133100 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -5133107.000000 Penalty: 1046.131714
	Iteration 37Q: 3 clusters Score -5133107 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -5133116.500000 Penalty: 1046.131714
	Iteration 38Q: 3 clusters Score -5133116 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -5133118.000000 Penalty: 1046.131714
	Iteration 39Q: 3 clusters Score -5133118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -5133128.000000 Penalty: 1046.131714
	Iteration 40F: 3 clusters Score -5133128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -5133119.500000 Penalty: 1046.131714
	Iteration 41Q: 3 clusters Score -5133120 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -5133123.500000 Penalty: 1046.131714
	Iteration 42Q: 3 clusters Score -5133124 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -5133123.000000 Penalty: 1046.131714
	Iteration 43Q: 3 clusters Score -5133123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -5133132.500000 Penalty: 1046.131714
	Iteration 44Q: 3 clusters Score -5133132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65888 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -5133129.000000 Penalty: 1046.131714
	Iteration 45Q: 3 clusters Score -5133129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -5133136.500000 Penalty: 1046.131714
	Iteration 46Q: 3 clusters Score -5133136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -5133135.000000 Penalty: 1046.131714
	Iteration 47Q: 3 clusters Score -5133135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66045 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -5133141.000000 Penalty: 1046.131714
	Iteration 48Q: 3 clusters Score -5133141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -5133145.000000 Penalty: 1046.131714
	Iteration 49Q: 3 clusters Score -5133145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -5133151.000000 Penalty: 1046.131714
	Iteration 50Q: 3 clusters Score -5133151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -5133156.500000 Penalty: 1046.131714
	Iteration 51Q: 3 clusters Score -5133156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -5133154.000000 Penalty: 1046.131714
	Iteration 52Q: 3 clusters Score -5133154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5133151.000000 Penalty: 1046.131714
	Iteration 53Q: 3 clusters Score -5133151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -5133158.500000 Penalty: 1046.131714
	Iteration 54Q: 3 clusters Score -5133158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -5133164.000000 Penalty: 1046.131714
	Iteration 55Q: 3 clusters Score -5133164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -5133164.500000 Penalty: 1046.131714
	Iteration 56Q: 3 clusters Score -5133164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66333 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -5133166.500000 Penalty: 1046.131714
	Iteration 57Q: 3 clusters Score -5133166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -5133171.500000 Penalty: 1046.131714
	Iteration 58Q: 3 clusters Score -5133172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -5133165.500000 Penalty: 1046.131714
	Iteration 59Q: 3 clusters Score -5133166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -5133171.000000 Penalty: 1046.131714
	Iteration 60F: 3 clusters Score -5133171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -5133173.500000 Penalty: 1046.131714
	Iteration 61Q: 3 clusters Score -5133174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -5133174.500000 Penalty: 1046.131714
	Iteration 62Q: 3 clusters Score -5133174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -5133170.500000 Penalty: 1046.131714
	Iteration 63Q: 3 clusters Score -5133170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -5133177.000000 Penalty: 1046.131714
	Iteration 64Q: 3 clusters Score -5133177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -5133170.500000 Penalty: 1046.131714
	Iteration 65Q: 3 clusters Score -5133170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -5133170.000000 Penalty: 1046.131714
	Iteration 66Q: 3 clusters Score -5133170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -5133171.000000 Penalty: 1046.131714
	Iteration 67Q: 3 clusters Score -5133171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66413 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -5133174.500000 Penalty: 1046.131714
	Iteration 68Q: 3 clusters Score -5133174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -5133175.500000 Penalty: 1046.131714
	Iteration 69Q: 3 clusters Score -5133176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -5133173.000000 Penalty: 1046.131714
	Iteration 70Q: 3 clusters Score -5133173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -5133172.000000 Penalty: 1046.131714
	Iteration 71Q: 3 clusters Score -5133172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66432 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -5133174.000000 Penalty: 1046.131714
	Iteration 72Q: 3 clusters Score -5133174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -5133167.500000 Penalty: 1046.131714
	Iteration 73Q: 3 clusters Score -5133168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66443 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -5133175.000000 Penalty: 1046.131714
	Iteration 74Q: 3 clusters Score -5133175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -5133173.500000 Penalty: 1046.131714
	Iteration 75Q: 3 clusters Score -5133174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -5133172.000000 Penalty: 1046.131714
	Iteration 76Q: 3 clusters Score -5133172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -5133170.000000 Penalty: 1046.131714
	Iteration 77Q: 3 clusters Score -5133170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66465 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -5133169.500000 Penalty: 1046.131714
	Iteration 78Q: 3 clusters Score -5133170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -5133166.500000 Penalty: 1046.131714
	Iteration 79Q: 3 clusters Score -5133166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -5133163.000000 Penalty: 1046.131714
	Iteration 80F: 3 clusters Score -5133163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -5133169.000000 Penalty: 1046.131714
	Iteration 81Q: 3 clusters Score -5133169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -5133172.500000 Penalty: 1046.131714
	Iteration 82Q: 3 clusters Score -5133172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -5133171.500000 Penalty: 1046.131714
	Iteration 83Q: 3 clusters Score -5133172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -5133174.500000 Penalty: 1046.131714
	Iteration 84Q: 3 clusters Score -5133174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -5133171.500000 Penalty: 1046.131714
	Iteration 85Q: 3 clusters Score -5133172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -5133170.500000 Penalty: 1046.131714
	Iteration 86Q: 3 clusters Score -5133170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -5133168.500000 Penalty: 1046.131714
	Iteration 87Q: 3 clusters Score -5133168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66563 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -5133184.000000 Penalty: 1046.131714
	Iteration 88Q: 3 clusters Score -5133184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -5133178.500000 Penalty: 1046.131714
	Iteration 89Q: 3 clusters Score -5133178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -5133177.500000 Penalty: 1046.131714
	Iteration 90Q: 3 clusters Score -5133178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -5133176.000000 Penalty: 1046.131714
	Iteration 91Q: 3 clusters Score -5133176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -5133172.000000 Penalty: 1046.131714
	Iteration 92Q: 3 clusters Score -5133172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -5133168.500000 Penalty: 1046.131714
	Iteration 93Q: 3 clusters Score -5133168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -5133164.500000 Penalty: 1046.131714
	Iteration 94Q: 3 clusters Score -5133164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -5133175.000000 Penalty: 1046.131714
	Iteration 95Q: 3 clusters Score -5133175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66719 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -5133174.500000 Penalty: 1046.131714
	Iteration 96Q: 3 clusters Score -5133174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -5133174.500000 Penalty: 1046.131714
	Iteration 97Q: 3 clusters Score -5133174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -5133175.500000 Penalty: 1046.131714
	Iteration 98Q: 3 clusters Score -5133176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66766 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -5133171.000000 Penalty: 1046.131714
	Iteration 99Q: 3 clusters Score -5133171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66778 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -5133170.000000 Penalty: 1046.131714
	Iteration 100F: 3 clusters Score -5133170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -5133174.000000 Penalty: 1046.131714
	Iteration 101Q: 3 clusters Score -5133174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -5133175.000000 Penalty: 1046.131714
	Iteration 102Q: 3 clusters Score -5133175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -5133176.500000 Penalty: 1046.131714
	Iteration 103Q: 3 clusters Score -5133176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66808 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -5133171.000000 Penalty: 1046.131714
	Iteration 104Q: 3 clusters Score -5133171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66823 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -5133173.000000 Penalty: 1046.131714
	Iteration 105Q: 3 clusters Score -5133173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -5133169.500000 Penalty: 1046.131714
	Iteration 106Q: 3 clusters Score -5133170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -5133169.500000 Penalty: 1046.131714
	Iteration 107Q: 3 clusters Score -5133170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66886 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -5133179.500000 Penalty: 1046.131714
	Iteration 108Q: 3 clusters Score -5133180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -5133179.500000 Penalty: 1046.131714
	Iteration 109Q: 3 clusters Score -5133180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66914 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -5133177.500000 Penalty: 1046.131714
	Iteration 110Q: 3 clusters Score -5133178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66933 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -5133177.500000 Penalty: 1046.131714
	Iteration 111Q: 3 clusters Score -5133178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66951 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -5133169.500000 Penalty: 1046.131714
	Iteration 112Q: 3 clusters Score -5133170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -5133171.000000 Penalty: 1046.131714
	Iteration 113Q: 3 clusters Score -5133171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -5133175.000000 Penalty: 1046.131714
	Iteration 114Q: 3 clusters Score -5133175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -5133173.500000 Penalty: 1046.131714
	Iteration 115Q: 3 clusters Score -5133174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -5133170.500000 Penalty: 1046.131714
	Iteration 116Q: 3 clusters Score -5133170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -5133168.500000 Penalty: 1046.131714
	Iteration 117Q: 3 clusters Score -5133168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -5133161.000000 Penalty: 1046.131714
	Iteration 118Q: 3 clusters Score -5133161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -5133159.000000 Penalty: 1046.131714
	Iteration 119Q: 3 clusters Score -5133159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -5133161.500000 Penalty: 1046.131714
	Iteration 120F: 3 clusters Score -5133162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -5133157.000000 Penalty: 1046.131714
	Iteration 121Q: 3 clusters Score -5133157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -5133153.500000 Penalty: 1046.131714
	Iteration 122Q: 3 clusters Score -5133154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -5133152.500000 Penalty: 1046.131714
	Iteration 123Q: 3 clusters Score -5133152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -5133153.000000 Penalty: 1046.131714
	Iteration 124Q: 3 clusters Score -5133153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -5133151.500000 Penalty: 1046.131714
	Iteration 125Q: 3 clusters Score -5133152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -5133155.500000 Penalty: 1046.131714
	Iteration 126Q: 3 clusters Score -5133156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -5133155.500000 Penalty: 1046.131714
	Iteration 127Q: 3 clusters Score -5133156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -5133155.500000 Penalty: 1046.131714
	Iteration 128F: 3 clusters Score -5133156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Entering Unmasked Estep 
Score: -783417.000000 Penalty: 439.776642
	Iteration 0F: 2 clusters Score -783417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -772906.562500 Penalty: 879.553284
	Iteration 0F: 3 clusters Score -772906.6 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -777627.062500 Penalty: 879.553284
	Iteration 1F: 3 clusters Score -777627.1 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -778343.437500 Penalty: 879.553284
	Iteration 2F: 3 clusters Score -778343.4 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -779402.062500 Penalty: 879.553284
	Iteration 3F: 3 clusters Score -779402.1 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -780774.000000 Penalty: 879.553284
	Iteration 4F: 3 clusters Score -780774 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -782113.750000 Penalty: 879.553284
	Iteration 5F: 3 clusters Score -782113.8 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -782930.937500 Penalty: 879.553284
	Iteration 6F: 3 clusters Score -782930.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -783289.000000 Penalty: 879.553284
	Iteration 7Q: 3 clusters Score -783289 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -783476.250000 Penalty: 879.553284
	Iteration 8Q: 3 clusters Score -783476.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -783559.312500 Penalty: 879.553284
	Iteration 9Q: 3 clusters Score -783559.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -783598.750000 Penalty: 879.553284
	Iteration 10Q: 3 clusters Score -783598.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -783616.937500 Penalty: 879.553284
	Iteration 11Q: 3 clusters Score -783616.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -783629.312500 Penalty: 879.553284
	Iteration 12Q: 3 clusters Score -783629.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -783636.125000 Penalty: 879.553284
	Iteration 13Q: 3 clusters Score -783636.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -783637.062500 Penalty: 879.553284
	Iteration 14Q: 3 clusters Score -783637.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -783638.312500 Penalty: 879.553284
	Iteration 15Q: 3 clusters Score -783638.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -783639.625000 Penalty: 879.553284
	Iteration 16Q: 3 clusters Score -783639.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -783641.062500 Penalty: 879.553284
	Iteration 17Q: 3 clusters Score -783641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -783643.250000 Penalty: 879.553284
	Iteration 18Q: 3 clusters Score -783643.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -783642.500000 Penalty: 879.553284
	Iteration 19Q: 3 clusters Score -783642.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -783644.937500 Penalty: 879.553284
	Iteration 20F: 3 clusters Score -783644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -783644.000000 Penalty: 879.553284
	Iteration 21Q: 3 clusters Score -783644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -783641.500000 Penalty: 879.553284
	Iteration 22Q: 3 clusters Score -783641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -783642.500000 Penalty: 879.553284
	Iteration 23Q: 3 clusters Score -783642.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -783643.687500 Penalty: 879.553284
	Iteration 24Q: 3 clusters Score -783643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -783643.937500 Penalty: 879.553284
	Iteration 25Q: 3 clusters Score -783643.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -783644.812500 Penalty: 879.553284
	Iteration 26Q: 3 clusters Score -783644.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -783644.062500 Penalty: 879.553284
	Iteration 27Q: 3 clusters Score -783644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -783644.875000 Penalty: 879.553284
	Iteration 28Q: 3 clusters Score -783644.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -783645.062500 Penalty: 879.553284
	Iteration 29Q: 3 clusters Score -783645.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -783645.562500 Penalty: 879.553284
	Iteration 30Q: 3 clusters Score -783645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -783644.625000 Penalty: 879.553284
	Iteration 31Q: 3 clusters Score -783644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -783645.375000 Penalty: 879.553284
	Iteration 32Q: 3 clusters Score -783645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -783644.687500 Penalty: 879.553284
	Iteration 33Q: 3 clusters Score -783644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -783644.687500 Penalty: 879.553284
	Iteration 34F: 3 clusters Score -783644.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 92554 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 21597 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 141250 members 
Mstep: Class 8 contains 101349 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 76645 members 
Mstep: Class 11 contains 46746 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 2733 members 
Mstep: Class 18 contains 67766 members 
Mstep: Class 19 contains 38252 members 
Mstep: Class 20 contains 79542 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 99335 members 
Mstep: Class 23 contains 98317 members 
Mstep: Class 24 contains 9548 members 
Mstep: Class 25 contains 64546 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 163378 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 103703 members 
Mstep: Class 31 contains 79094 members 
Mstep: Class 32 contains 127622 members 
Mstep: Class 33 contains 66785 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 2153 members 
Mstep: Class 36 contains 120301 members 
Mstep: Class 37 contains 6623 members 
Mstep: Class 38 contains 17212 members 
Mstep: Class 39 contains 6215 members 
Entering Unmasked Estep 
Score: -87381624.000000 Penalty: 25488.560547
Splitting cluster 24 changes total score from -87381784.000000 to -87381624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (64546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Entering Unmasked Estep 
Score: -3431099.500000 Penalty: 503.918579
	Iteration 0F: 2 clusters Score -3431100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -3387484.250000 Penalty: 1007.837158
	Iteration 0F: 3 clusters Score -3387484 nChanged 31424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3407711.250000 Penalty: 1007.837158
	Iteration 1F: 3 clusters Score -3407711 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -3409640.500000 Penalty: 1007.837158
	Iteration 2F: 3 clusters Score -3409640 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -3412442.250000 Penalty: 1007.837158
	Iteration 3F: 3 clusters Score -3412442 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -3416225.500000 Penalty: 1007.837158
	Iteration 4F: 3 clusters Score -3416226 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3420145.000000 Penalty: 1007.837158
	Iteration 5F: 3 clusters Score -3420145 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -3422646.750000 Penalty: 1007.837158
	Iteration 6F: 3 clusters Score -3422647 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -3423776.500000 Penalty: 1007.837158
	Iteration 7Q: 3 clusters Score -3423776 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3424359.000000 Penalty: 1007.837158
	Iteration 8Q: 3 clusters Score -3424359 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -3424880.250000 Penalty: 1007.837158
	Iteration 9Q: 3 clusters Score -3424880 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -3425412.750000 Penalty: 1007.837158
	Iteration 10Q: 3 clusters Score -3425413 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3425864.500000 Penalty: 1007.837158
	Iteration 11Q: 3 clusters Score -3425864 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3426289.000000 Penalty: 1007.837158
	Iteration 12Q: 3 clusters Score -3426289 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3426667.500000 Penalty: 1007.837158
	Iteration 13Q: 3 clusters Score -3426668 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3426938.000000 Penalty: 1007.837158
	Iteration 14Q: 3 clusters Score -3426938 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3427128.750000 Penalty: 1007.837158
	Iteration 15Q: 3 clusters Score -3427129 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3427282.000000 Penalty: 1007.837158
	Iteration 16Q: 3 clusters Score -3427282 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3427393.750000 Penalty: 1007.837158
	Iteration 17Q: 3 clusters Score -3427394 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -3427475.250000 Penalty: 1007.837158
	Iteration 18Q: 3 clusters Score -3427475 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3427564.000000 Penalty: 1007.837158
	Iteration 19Q: 3 clusters Score -3427564 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3427631.250000 Penalty: 1007.837158
	Iteration 20F: 3 clusters Score -3427631 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3427677.000000 Penalty: 1007.837158
	Iteration 21Q: 3 clusters Score -3427677 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3427743.250000 Penalty: 1007.837158
	Iteration 22Q: 3 clusters Score -3427743 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3427801.250000 Penalty: 1007.837158
	Iteration 23Q: 3 clusters Score -3427801 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3427847.250000 Penalty: 1007.837158
	Iteration 24Q: 3 clusters Score -3427847 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3427896.250000 Penalty: 1007.837158
	Iteration 25Q: 3 clusters Score -3427896 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3427930.500000 Penalty: 1007.837158
	Iteration 26Q: 3 clusters Score -3427930 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3427995.250000 Penalty: 1007.837158
	Iteration 27Q: 3 clusters Score -3427995 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3428040.250000 Penalty: 1007.837158
	Iteration 28Q: 3 clusters Score -3428040 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3428086.500000 Penalty: 1007.837158
	Iteration 29Q: 3 clusters Score -3428086 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3428132.000000 Penalty: 1007.837158
	Iteration 30Q: 3 clusters Score -3428132 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3428199.500000 Penalty: 1007.837158
	Iteration 31Q: 3 clusters Score -3428200 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3428267.750000 Penalty: 1007.837158
	Iteration 32Q: 3 clusters Score -3428268 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3428325.000000 Penalty: 1007.837158
	Iteration 33Q: 3 clusters Score -3428325 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3428373.250000 Penalty: 1007.837158
	Iteration 34Q: 3 clusters Score -3428373 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3428446.250000 Penalty: 1007.837158
	Iteration 35Q: 3 clusters Score -3428446 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3428496.250000 Penalty: 1007.837158
	Iteration 36Q: 3 clusters Score -3428496 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3428563.500000 Penalty: 1007.837158
	Iteration 37Q: 3 clusters Score -3428564 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3428645.000000 Penalty: 1007.837158
	Iteration 38Q: 3 clusters Score -3428645 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3428708.500000 Penalty: 1007.837158
	Iteration 39Q: 3 clusters Score -3428708 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3428762.750000 Penalty: 1007.837158
	Iteration 40F: 3 clusters Score -3428763 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3428803.750000 Penalty: 1007.837158
	Iteration 41Q: 3 clusters Score -3428804 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3428847.250000 Penalty: 1007.837158
	Iteration 42Q: 3 clusters Score -3428847 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3428923.500000 Penalty: 1007.837158
	Iteration 43Q: 3 clusters Score -3428924 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -3428982.000000 Penalty: 1007.837158
	Iteration 44Q: 3 clusters Score -3428982 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3429054.750000 Penalty: 1007.837158
	Iteration 45Q: 3 clusters Score -3429055 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3429114.250000 Penalty: 1007.837158
	Iteration 46Q: 3 clusters Score -3429114 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3429178.750000 Penalty: 1007.837158
	Iteration 47Q: 3 clusters Score -3429179 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3429249.250000 Penalty: 1007.837158
	Iteration 48Q: 3 clusters Score -3429249 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3429326.500000 Penalty: 1007.837158
	Iteration 49Q: 3 clusters Score -3429326 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3429397.750000 Penalty: 1007.837158
	Iteration 50Q: 3 clusters Score -3429398 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -3429452.000000 Penalty: 1007.837158
	Iteration 51Q: 3 clusters Score -3429452 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3429501.750000 Penalty: 1007.837158
	Iteration 52Q: 3 clusters Score -3429502 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3429561.250000 Penalty: 1007.837158
	Iteration 53Q: 3 clusters Score -3429561 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3429619.500000 Penalty: 1007.837158
	Iteration 54Q: 3 clusters Score -3429620 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3429684.250000 Penalty: 1007.837158
	Iteration 55Q: 3 clusters Score -3429684 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3429745.500000 Penalty: 1007.837158
	Iteration 56Q: 3 clusters Score -3429746 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3429799.500000 Penalty: 1007.837158
	Iteration 57Q: 3 clusters Score -3429800 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -3429858.750000 Penalty: 1007.837158
	Iteration 58Q: 3 clusters Score -3429859 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -3429917.250000 Penalty: 1007.837158
	Iteration 59Q: 3 clusters Score -3429917 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3429998.250000 Penalty: 1007.837158
	Iteration 60F: 3 clusters Score -3429998 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -3430063.750000 Penalty: 1007.837158
	Iteration 61Q: 3 clusters Score -3430064 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3430100.750000 Penalty: 1007.837158
	Iteration 62Q: 3 clusters Score -3430101 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3430148.250000 Penalty: 1007.837158
	Iteration 63Q: 3 clusters Score -3430148 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3430214.000000 Penalty: 1007.837158
	Iteration 64Q: 3 clusters Score -3430214 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -3430281.250000 Penalty: 1007.837158
	Iteration 65Q: 3 clusters Score -3430281 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3430321.750000 Penalty: 1007.837158
	Iteration 66Q: 3 clusters Score -3430322 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60287 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3430376.000000 Penalty: 1007.837158
	Iteration 67Q: 3 clusters Score -3430376 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3430424.750000 Penalty: 1007.837158
	Iteration 68Q: 3 clusters Score -3430425 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3430463.750000 Penalty: 1007.837158
	Iteration 69Q: 3 clusters Score -3430464 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3430504.250000 Penalty: 1007.837158
	Iteration 70Q: 3 clusters Score -3430504 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3430574.250000 Penalty: 1007.837158
	Iteration 71Q: 3 clusters Score -3430574 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3430634.500000 Penalty: 1007.837158
	Iteration 72Q: 3 clusters Score -3430634 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3430682.750000 Penalty: 1007.837158
	Iteration 73Q: 3 clusters Score -3430683 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3430720.500000 Penalty: 1007.837158
	Iteration 74Q: 3 clusters Score -3430720 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3430750.500000 Penalty: 1007.837158
	Iteration 75Q: 3 clusters Score -3430750 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3430768.750000 Penalty: 1007.837158
	Iteration 76Q: 3 clusters Score -3430769 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3430796.500000 Penalty: 1007.837158
	Iteration 77Q: 3 clusters Score -3430796 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3430825.750000 Penalty: 1007.837158
	Iteration 78Q: 3 clusters Score -3430826 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3430838.750000 Penalty: 1007.837158
	Iteration 79Q: 3 clusters Score -3430839 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3430848.750000 Penalty: 1007.837158
	Iteration 80F: 3 clusters Score -3430849 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3430864.750000 Penalty: 1007.837158
	Iteration 81Q: 3 clusters Score -3430865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3430875.250000 Penalty: 1007.837158
	Iteration 82Q: 3 clusters Score -3430875 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3430891.500000 Penalty: 1007.837158
	Iteration 83Q: 3 clusters Score -3430892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3430907.250000 Penalty: 1007.837158
	Iteration 84Q: 3 clusters Score -3430907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3430916.500000 Penalty: 1007.837158
	Iteration 85Q: 3 clusters Score -3430916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3430928.750000 Penalty: 1007.837158
	Iteration 86Q: 3 clusters Score -3430929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3430931.750000 Penalty: 1007.837158
	Iteration 87Q: 3 clusters Score -3430932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3430945.500000 Penalty: 1007.837158
	Iteration 88Q: 3 clusters Score -3430946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3430956.750000 Penalty: 1007.837158
	Iteration 89Q: 3 clusters Score -3430957 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3430971.500000 Penalty: 1007.837158
	Iteration 90Q: 3 clusters Score -3430972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3430973.750000 Penalty: 1007.837158
	Iteration 91Q: 3 clusters Score -3430974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3430985.750000 Penalty: 1007.837158
	Iteration 92Q: 3 clusters Score -3430986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3431004.500000 Penalty: 1007.837158
	Iteration 93Q: 3 clusters Score -3431004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3431017.000000 Penalty: 1007.837158
	Iteration 94Q: 3 clusters Score -3431017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3431021.750000 Penalty: 1007.837158
	Iteration 95Q: 3 clusters Score -3431022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3431030.250000 Penalty: 1007.837158
	Iteration 96Q: 3 clusters Score -3431030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3431036.500000 Penalty: 1007.837158
	Iteration 97Q: 3 clusters Score -3431036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3431027.250000 Penalty: 1007.837158
	Iteration 98Q: 3 clusters Score -3431027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3431027.500000 Penalty: 1007.837158
	Iteration 99Q: 3 clusters Score -3431028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3431030.250000 Penalty: 1007.837158
	Iteration 100F: 3 clusters Score -3431030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3431035.000000 Penalty: 1007.837158
	Iteration 101Q: 3 clusters Score -3431035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3431038.250000 Penalty: 1007.837158
	Iteration 102Q: 3 clusters Score -3431038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3431037.250000 Penalty: 1007.837158
	Iteration 103Q: 3 clusters Score -3431037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3431034.000000 Penalty: 1007.837158
	Iteration 104Q: 3 clusters Score -3431034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3431040.750000 Penalty: 1007.837158
	Iteration 105Q: 3 clusters Score -3431041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3431043.000000 Penalty: 1007.837158
	Iteration 106Q: 3 clusters Score -3431043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3431045.000000 Penalty: 1007.837158
	Iteration 107Q: 3 clusters Score -3431045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3431045.500000 Penalty: 1007.837158
	Iteration 108Q: 3 clusters Score -3431046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3431045.000000 Penalty: 1007.837158
	Iteration 109Q: 3 clusters Score -3431045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3431047.500000 Penalty: 1007.837158
	Iteration 110Q: 3 clusters Score -3431048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3431047.500000 Penalty: 1007.837158
	Iteration 111F: 3 clusters Score -3431048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Entering Unmasked Estep 
Score: -558509.125000 Penalty: 421.691681
	Iteration 0F: 2 clusters Score -558509.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -551339.562500 Penalty: 843.383362
	Iteration 0F: 3 clusters Score -551339.6 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -554235.500000 Penalty: 843.383362
	Iteration 1F: 3 clusters Score -554235.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -554460.375000 Penalty: 843.383362
	Iteration 2F: 3 clusters Score -554460.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -554731.687500 Penalty: 843.383362
	Iteration 3F: 3 clusters Score -554731.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -555108.687500 Penalty: 843.383362
	Iteration 4F: 3 clusters Score -555108.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -555675.875000 Penalty: 843.383362
	Iteration 5F: 3 clusters Score -555675.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -556317.375000 Penalty: 843.383362
	Iteration 6F: 3 clusters Score -556317.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -556884.375000 Penalty: 843.383362
	Iteration 7F: 3 clusters Score -556884.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -557188.625000 Penalty: 843.383362
	Iteration 8Q: 3 clusters Score -557188.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -557326.812500 Penalty: 843.383362
	Iteration 9Q: 3 clusters Score -557326.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -557403.812500 Penalty: 843.383362
	Iteration 10Q: 3 clusters Score -557403.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -557488.312500 Penalty: 843.383362
	Iteration 11Q: 3 clusters Score -557488.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -557556.000000 Penalty: 843.383362
	Iteration 12Q: 3 clusters Score -557556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -557613.937500 Penalty: 843.383362
	Iteration 13Q: 3 clusters Score -557613.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -557664.375000 Penalty: 843.383362
	Iteration 14Q: 3 clusters Score -557664.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -557708.062500 Penalty: 843.383362
	Iteration 15Q: 3 clusters Score -557708.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -557739.437500 Penalty: 843.383362
	Iteration 16Q: 3 clusters Score -557739.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -557776.375000 Penalty: 843.383362
	Iteration 17Q: 3 clusters Score -557776.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -557810.625000 Penalty: 843.383362
	Iteration 18Q: 3 clusters Score -557810.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -557848.312500 Penalty: 843.383362
	Iteration 19Q: 3 clusters Score -557848.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -557883.562500 Penalty: 843.383362
	Iteration 20F: 3 clusters Score -557883.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -557925.312500 Penalty: 843.383362
	Iteration 21Q: 3 clusters Score -557925.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -557957.125000 Penalty: 843.383362
	Iteration 22Q: 3 clusters Score -557957.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -557979.562500 Penalty: 843.383362
	Iteration 23Q: 3 clusters Score -557979.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -558000.312500 Penalty: 843.383362
	Iteration 24Q: 3 clusters Score -558000.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -558012.000000 Penalty: 843.383362
	Iteration 25Q: 3 clusters Score -558012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -558027.375000 Penalty: 843.383362
	Iteration 26Q: 3 clusters Score -558027.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -558036.750000 Penalty: 843.383362
	Iteration 27Q: 3 clusters Score -558036.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -558046.750000 Penalty: 843.383362
	Iteration 28Q: 3 clusters Score -558046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -558055.312500 Penalty: 843.383362
	Iteration 29Q: 3 clusters Score -558055.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -558064.562500 Penalty: 843.383362
	Iteration 30Q: 3 clusters Score -558064.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -558074.125000 Penalty: 843.383362
	Iteration 31Q: 3 clusters Score -558074.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -558086.187500 Penalty: 843.383362
	Iteration 32Q: 3 clusters Score -558086.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -558103.312500 Penalty: 843.383362
	Iteration 33Q: 3 clusters Score -558103.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -558115.000000 Penalty: 843.383362
	Iteration 34Q: 3 clusters Score -558115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -558126.875000 Penalty: 843.383362
	Iteration 35Q: 3 clusters Score -558126.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -558138.625000 Penalty: 843.383362
	Iteration 36Q: 3 clusters Score -558138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -558142.937500 Penalty: 843.383362
	Iteration 37Q: 3 clusters Score -558142.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -558146.937500 Penalty: 843.383362
	Iteration 38Q: 3 clusters Score -558146.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -558151.062500 Penalty: 843.383362
	Iteration 39Q: 3 clusters Score -558151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -558152.625000 Penalty: 843.383362
	Iteration 40F: 3 clusters Score -558152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -558155.562500 Penalty: 843.383362
	Iteration 41Q: 3 clusters Score -558155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -558155.750000 Penalty: 843.383362
	Iteration 42Q: 3 clusters Score -558155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -558155.750000 Penalty: 843.383362
	Iteration 43F: 3 clusters Score -558155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (163378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163378 members 
Entering Unmasked Estep 
Score: -8507356.000000 Penalty: 546.173889
	Iteration 0F: 2 clusters Score -8507356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -8398936.000000 Penalty: 1092.347778
	Iteration 0F: 3 clusters Score -8398936 nChanged 80535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -8449444.000000 Penalty: 1092.347778
	Iteration 1F: 3 clusters Score -8449444 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 86716 members 
Entering Unmasked Estep 
Score: -8452552.000000 Penalty: 1092.347778
	Iteration 2Q: 3 clusters Score -8452552 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -8458444.000000 Penalty: 1092.347778
	Iteration 3F: 3 clusters Score -8458444 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72339 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -8468302.000000 Penalty: 1092.347778
	Iteration 4F: 3 clusters Score -8468302 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70995 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -8478896.000000 Penalty: 1092.347778
	Iteration 5F: 3 clusters Score -8478896 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -8483845.000000 Penalty: 1092.347778
	Iteration 6F: 3 clusters Score -8483845 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -8485103.000000 Penalty: 1092.347778
	Iteration 7Q: 3 clusters Score -8485103 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -8485966.000000 Penalty: 1092.347778
	Iteration 8Q: 3 clusters Score -8485966 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -8486807.000000 Penalty: 1092.347778
	Iteration 9Q: 3 clusters Score -8486807 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 93834 members 
Entering Unmasked Estep 
Score: -8487600.000000 Penalty: 1092.347778
	Iteration 10Q: 3 clusters Score -8487600 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -8488447.000000 Penalty: 1092.347778
	Iteration 11Q: 3 clusters Score -8488447 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -8489275.000000 Penalty: 1092.347778
	Iteration 12Q: 3 clusters Score -8489275 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 94103 members 
Entering Unmasked Estep 
Score: -8490085.000000 Penalty: 1092.347778
	Iteration 13Q: 3 clusters Score -8490085 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -8490724.000000 Penalty: 1092.347778
	Iteration 14Q: 3 clusters Score -8490724 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 94006 members 
Entering Unmasked Estep 
Score: -8491298.000000 Penalty: 1092.347778
	Iteration 15Q: 3 clusters Score -8491298 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
Score: -8491802.000000 Penalty: 1092.347778
	Iteration 16Q: 3 clusters Score -8491802 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 93887 members 
Entering Unmasked Estep 
Score: -8492318.000000 Penalty: 1092.347778
	Iteration 17Q: 3 clusters Score -8492318 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69624 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -8492770.000000 Penalty: 1092.347778
	Iteration 18Q: 3 clusters Score -8492770 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -8493080.000000 Penalty: 1092.347778
	Iteration 19Q: 3 clusters Score -8493080 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -8493492.000000 Penalty: 1092.347778
	Iteration 20F: 3 clusters Score -8493492 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 93251 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 93015 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 92765 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8494259 nChanged 1412
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Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 92441 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8494432 nChanged 1306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71301 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8494673 nChanged 1274
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Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8494903 nChanged 1238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8495006 nChanged 1235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8495183 nChanged 1174
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Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8495336 nChanged 1169
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Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 89273 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8495507 nChanged 1178
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Mstep: Class 1 contains 74967 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8495649 nChanged 1151
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Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8495778 nChanged 1135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8495950 nChanged 1176
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Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 85559 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8496120 nChanged 1185
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Mstep: Class 2 contains 84498 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8496324 nChanged 1186
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Mstep: Class 1 contains 79950 members 
Mstep: Class 2 contains 83428 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8496537 nChanged 1223
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Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8496694 nChanged 1270
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Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8496884 nChanged 1406
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Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8497121 nChanged 1501
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Mstep: Class 1 contains 84948 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8497327 nChanged 1592
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Mstep: Class 1 contains 86382 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8497637 nChanged 1601
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Mstep: Class 1 contains 87805 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8497960 nChanged 1549
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Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8498305 nChanged 1519
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Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8498615 nChanged 1459
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Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 95806 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 97122 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8499376 nChanged 1369
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Mstep: Class 2 contains 64977 members 
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	Iteration 50Q: 3 clusters Score -8499535 nChanged 1242
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Mstep: Class 2 contains 63831 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8499684 nChanged 1219
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Mstep: Class 1 contains 100674 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8499793 nChanged 1195
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Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8499891 nChanged 1111
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Mstep: Class 2 contains 60536 members 
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	Iteration 54Q: 3 clusters Score -8499971 nChanged 1051
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Mstep: Class 2 contains 59513 members 
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	Iteration 55Q: 3 clusters Score -8500036 nChanged 979
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Mstep: Class 2 contains 58554 members 
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	Iteration 56Q: 3 clusters Score -8500117 nChanged 953
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Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8500192 nChanged 858
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Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8500277 nChanged 780
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Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8500366 nChanged 777
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Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8500435 nChanged 709
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Mstep: Class 1 contains 108859 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8500534 nChanged 661
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Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8500594 nChanged 651
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Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8500619 nChanged 605
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Mstep: Class 1 contains 110772 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8500654 nChanged 564
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Mstep: Class 1 contains 111334 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8500704 nChanged 559
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Mstep: Class 1 contains 111893 members 
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	Iteration 66Q: 3 clusters Score -8500793 nChanged 501
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Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8500832 nChanged 431
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Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8500859 nChanged 415
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8500907 nChanged 395
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8500945 nChanged 389
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8501001 nChanged 363
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	Iteration 72Q: 3 clusters Score -8501022 nChanged 361
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8501073 nChanged 332
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	Iteration 74Q: 3 clusters Score -8501117 nChanged 300
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8501142 nChanged 306
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8501201 nChanged 302
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	Iteration 77Q: 3 clusters Score -8501251 nChanged 319
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	Iteration 78Q: 3 clusters Score -8501304 nChanged 327
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8501331 nChanged 331
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8501373 nChanged 306
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8501453 nChanged 365
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	Iteration 82Q: 3 clusters Score -8501513 nChanged 377
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	Iteration 83Q: 3 clusters Score -8501601 nChanged 368
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	Iteration 84Q: 3 clusters Score -8501651 nChanged 364
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	Iteration 85Q: 3 clusters Score -8501713 nChanged 357
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	Iteration 87Q: 3 clusters Score -8501817 nChanged 349
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	Iteration 90Q: 3 clusters Score -8501966 nChanged 327
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	Iteration 91Q: 3 clusters Score -8502058 nChanged 348
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	Iteration 92Q: 3 clusters Score -8502155 nChanged 324
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	Iteration 93Q: 3 clusters Score -8502239 nChanged 326
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	Iteration 94Q: 3 clusters Score -8502292 nChanged 313
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	Iteration 96Q: 3 clusters Score -8502367 nChanged 319
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	Iteration 97Q: 3 clusters Score -8502430 nChanged 318
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	Iteration 98Q: 3 clusters Score -8502529 nChanged 310
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	Iteration 99Q: 3 clusters Score -8502547 nChanged 290
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	Iteration 101Q: 3 clusters Score -8502649 nChanged 315
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	Iteration 102Q: 3 clusters Score -8502690 nChanged 330
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	Iteration 103Q: 3 clusters Score -8502729 nChanged 332
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	Iteration 104Q: 3 clusters Score -8502794 nChanged 334
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	Iteration 105Q: 3 clusters Score -8502869 nChanged 325
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	Iteration 106Q: 3 clusters Score -8502916 nChanged 303
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	Iteration 107Q: 3 clusters Score -8502934 nChanged 298
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	Iteration 108Q: 3 clusters Score -8502955 nChanged 308
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	Iteration 111Q: 3 clusters Score -8503073 nChanged 275
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	Iteration 112Q: 3 clusters Score -8503095 nChanged 283
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	Iteration 113Q: 3 clusters Score -8503104 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127959 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8503145 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128215 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8503172 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128467 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -8503193.000000 Penalty: 1092.347778
	Iteration 116Q: 3 clusters Score -8503193 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128719 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8503205 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128964 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8503228 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129207 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8503272 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129443 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8503294 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129684 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8503342 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129913 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8503378 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8503383 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130394 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8503412 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130653 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8503455 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130897 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8503515 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131155 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8503577 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131424 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8503596 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131678 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8503638 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131932 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8503674 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132198 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8503717 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132446 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8503770 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132664 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8503817 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132888 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8503835 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133134 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8503892 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133371 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8503932 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133601 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8503963 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133813 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8503971 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134013 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8503962 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134230 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -8503991.000000 Penalty: 1092.347778
	Iteration 140F: 3 clusters Score -8503991 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134438 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8504009 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134673 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -8504018.000000 Penalty: 1092.347778
	Iteration 142Q: 3 clusters Score -8504018 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134899 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8504028 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135124 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8504055 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135355 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -8504105.000000 Penalty: 1092.347778
	Iteration 145Q: 3 clusters Score -8504105 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135594 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -8504132.000000 Penalty: 1092.347778
	Iteration 146Q: 3 clusters Score -8504132 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135831 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -8504142.000000 Penalty: 1092.347778
	Iteration 147Q: 3 clusters Score -8504142 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136045 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -8504196.000000 Penalty: 1092.347778
	Iteration 148Q: 3 clusters Score -8504196 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136262 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -8504219.000000 Penalty: 1092.347778
	Iteration 149Q: 3 clusters Score -8504219 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -8504258.000000 Penalty: 1092.347778
	Iteration 150Q: 3 clusters Score -8504258 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136681 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -8504303.000000 Penalty: 1092.347778
	Iteration 151Q: 3 clusters Score -8504303 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136884 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -8504341.000000 Penalty: 1092.347778
	Iteration 152Q: 3 clusters Score -8504341 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137097 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8504399 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137311 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8504399 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137538 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -8504409.000000 Penalty: 1092.347778
	Iteration 155Q: 3 clusters Score -8504409 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137775 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -8504451.000000 Penalty: 1092.347778
	Iteration 156Q: 3 clusters Score -8504451 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138005 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8504483 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138253 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8504519 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138502 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -8504538.000000 Penalty: 1092.347778
	Iteration 159Q: 3 clusters Score -8504538 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138731 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -8504571.000000 Penalty: 1092.347778
	Iteration 160F: 3 clusters Score -8504571 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138945 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -8504614.000000 Penalty: 1092.347778
	Iteration 161Q: 3 clusters Score -8504614 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139116 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -8504642.000000 Penalty: 1092.347778
	Iteration 162Q: 3 clusters Score -8504642 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139280 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -8504655.000000 Penalty: 1092.347778
	Iteration 163Q: 3 clusters Score -8504655 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8504660 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139612 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8504677 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139787 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8504680 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139962 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8504705 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140147 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8504738 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140340 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -8504759.000000 Penalty: 1092.347778
	Iteration 169Q: 3 clusters Score -8504759 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140535 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8504782 nChanged 211
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Mstep: Class 1 contains 140746 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8504799 nChanged 197
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Mstep: Class 1 contains 140943 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8504809 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141152 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8504841 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141356 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8504864 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141575 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8504917 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141776 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8504943 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141979 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -8504957.000000 Penalty: 1092.347778
	Iteration 177Q: 3 clusters Score -8504957 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142181 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8504968 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -8504992.000000 Penalty: 1092.347778
	Iteration 179Q: 3 clusters Score -8504992 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142574 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8505025 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142751 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8505045 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142937 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8505069 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -8505073.000000 Penalty: 1092.347778
	Iteration 183Q: 3 clusters Score -8505073 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143278 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -8505115.000000 Penalty: 1092.347778
	Iteration 184Q: 3 clusters Score -8505115 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 143436 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -8505153.000000 Penalty: 1092.347778
	Iteration 185Q: 3 clusters Score -8505153 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -8505159.000000 Penalty: 1092.347778
	Iteration 186Q: 3 clusters Score -8505159 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143785 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -8505165.000000 Penalty: 1092.347778
	Iteration 187Q: 3 clusters Score -8505165 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 143971 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -8505187.000000 Penalty: 1092.347778
	Iteration 188Q: 3 clusters Score -8505187 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144183 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8505224 nChanged 227
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Mstep: Class 1 contains 144410 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8505224 nChanged 251
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Mstep: Class 1 contains 144661 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -8505262.000000 Penalty: 1092.347778
	Iteration 191Q: 3 clusters Score -8505262 nChanged 243
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Mstep: Class 1 contains 144904 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -8505265.000000 Penalty: 1092.347778
	Iteration 192Q: 3 clusters Score -8505265 nChanged 257
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Mstep: Class 1 contains 145161 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -8505305.000000 Penalty: 1092.347778
	Iteration 193Q: 3 clusters Score -8505305 nChanged 262
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Mstep: Class 1 contains 145423 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -8505316.000000 Penalty: 1092.347778
	Iteration 194Q: 3 clusters Score -8505316 nChanged 235
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Mstep: Class 1 contains 145658 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -8505359.000000 Penalty: 1092.347778
	Iteration 195Q: 3 clusters Score -8505359 nChanged 247
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Mstep: Class 1 contains 145905 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8505500 nChanged 255
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Mstep: Class 1 contains 146160 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8505610 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146389 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -8505702.000000 Penalty: 1092.347778
	Iteration 198Q: 3 clusters Score -8505702 nChanged 198
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Mstep: Class 1 contains 146587 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -8505803.000000 Penalty: 1092.347778
	Iteration 199Q: 3 clusters Score -8505803 nChanged 175
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Mstep: Class 1 contains 146762 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8505895 nChanged 175
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Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8505982 nChanged 166
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Mstep: Class 1 contains 147103 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8506054 nChanged 156
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Mstep: Class 1 contains 147259 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -8506162.000000 Penalty: 1092.347778
	Iteration 203Q: 3 clusters Score -8506162 nChanged 145
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Mstep: Class 1 contains 147404 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -8506215.000000 Penalty: 1092.347778
	Iteration 204Q: 3 clusters Score -8506215 nChanged 139
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Mstep: Class 1 contains 147543 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8506275 nChanged 132
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Mstep: Class 1 contains 147675 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8506347 nChanged 118
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8506380 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147897 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 147998 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8506449 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148112 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8506501 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148221 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8506570 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148326 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8506601 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148426 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8506638 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148509 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8506662 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148596 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8506671 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148681 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8506701 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148763 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8506741 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148853 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8506769 nChanged 97
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Mstep: Class 1 contains 148950 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8506781 nChanged 103
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Mstep: Class 1 contains 149053 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8506848 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149150 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8506936 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149253 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8506998 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149360 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8507073 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149473 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8507096 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149611 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8507170 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149740 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8507225 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 149887 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8507305 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150021 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8507338 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -8507408 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150313 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -8507484 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150454 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8507543 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150601 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8507592 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150770 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8507640 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 150938 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8507693 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151112 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -8507757 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151310 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -8507846 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151507 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8507911 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151677 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8507959 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 151862 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -8507981 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -8508028 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -8508065 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152451 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -8508087 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152658 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -8508158 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 152871 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -8508192 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153069 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -8508234 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153286 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -8508267 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153519 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -8508287 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153775 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -8508328 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154035 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -8508336 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154296 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -8508369 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154560 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -8508406 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154816 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -8508416 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155068 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -8508452 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -8508475 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155624 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -8508441.000000 Penalty: 1092.347778
	Iteration 255Q: 3 clusters Score -8508441 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155899 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -8508445 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156151 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -8508466 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -8508456 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156702 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -8508461 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 156981 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -8508428 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157269 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -8508445 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157554 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -8508437 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 157827 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -8508392 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 158081 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -8508353 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 158342 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -8508356 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 158587 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -8508328 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 158819 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -8508322 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 159063 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -8508305 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 159302 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8508218.000000 Penalty: 1092.347778
	Iteration 269Q: 3 clusters Score -8508218 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 159537 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -8508182.000000 Penalty: 1092.347778
	Iteration 270Q: 3 clusters Score -8508182 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 159780 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -8508111.000000 Penalty: 1092.347778
	Iteration 271Q: 3 clusters Score -8508111 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160023 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8508041.000000 Penalty: 1092.347778
	Iteration 272Q: 3 clusters Score -8508041 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160283 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -8507964 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160538 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -8507906 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 160782 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -8507835 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161008 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -8507738 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161226 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -8507693 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161428 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -8507648 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161615 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -8507553 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -8507507 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 161936 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8507471.000000 Penalty: 1092.347778
	Iteration 281Q: 3 clusters Score -8507471 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162076 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -8507444 nChanged 134
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Mstep: Class 1 contains 162206 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8507391.000000 Penalty: 1092.347778
	Iteration 283Q: 3 clusters Score -8507391 nChanged 107
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Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -8507377 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -8507341 nChanged 89
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Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -8507316 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -8507295 nChanged 50
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Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -8507292 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8507279.000000 Penalty: 1092.347778
	Iteration 289Q: 3 clusters Score -8507279 nChanged 43
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Mstep: Class 1 contains 162689 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -8507256 nChanged 33
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Mstep: Class 1 contains 162720 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8507239.000000 Penalty: 1092.347778
	Iteration 291Q: 3 clusters Score -8507239 nChanged 31
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Mstep: Class 1 contains 162749 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8507226.000000 Penalty: 1092.347778
	Iteration 292Q: 3 clusters Score -8507226 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 162777 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -8507216 nChanged 30
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Mstep: Class 1 contains 162803 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8507203.000000 Penalty: 1092.347778
	Iteration 294Q: 3 clusters Score -8507203 nChanged 25
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Mstep: Class 1 contains 162822 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8507200.000000 Penalty: 1092.347778
	Iteration 295Q: 3 clusters Score -8507200 nChanged 17
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Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8507209.000000 Penalty: 1092.347778
	Iteration 296Q: 3 clusters Score -8507209 nChanged 19
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Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -8507203 nChanged 19
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Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8507194.000000 Penalty: 1092.347778
	Iteration 298Q: 3 clusters Score -8507194 nChanged 19
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Mstep: Class 1 contains 162876 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8507186.000000 Penalty: 1092.347778
	Iteration 299Q: 3 clusters Score -8507186 nChanged 16
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Mstep: Class 1 contains 162892 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8507188.000000 Penalty: 1092.347778
	Iteration 300F: 3 clusters Score -8507188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162904 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8507192.000000 Penalty: 1092.347778
	Iteration 301Q: 3 clusters Score -8507192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162915 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8507185.000000 Penalty: 1092.347778
	Iteration 302Q: 3 clusters Score -8507185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162922 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8507186.000000 Penalty: 1092.347778
	Iteration 303Q: 3 clusters Score -8507186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162926 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8507180.000000 Penalty: 1092.347778
	Iteration 304Q: 3 clusters Score -8507180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162929 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8507181.000000 Penalty: 1092.347778
	Iteration 305Q: 3 clusters Score -8507181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162933 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8507177.000000 Penalty: 1092.347778
	Iteration 306Q: 3 clusters Score -8507177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162935 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8507176.000000 Penalty: 1092.347778
	Iteration 307Q: 3 clusters Score -8507176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162937 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8507170.000000 Penalty: 1092.347778
	Iteration 308Q: 3 clusters Score -8507170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162940 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8507172.000000 Penalty: 1092.347778
	Iteration 309Q: 3 clusters Score -8507172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162945 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8507172.000000 Penalty: 1092.347778
	Iteration 310Q: 3 clusters Score -8507172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162947 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8507174.000000 Penalty: 1092.347778
	Iteration 311Q: 3 clusters Score -8507174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162950 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8507167.000000 Penalty: 1092.347778
	Iteration 312Q: 3 clusters Score -8507167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162954 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8507169.000000 Penalty: 1092.347778
	Iteration 313Q: 3 clusters Score -8507169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162955 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8507170.000000 Penalty: 1092.347778
	Iteration 314Q: 3 clusters Score -8507170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162955 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8507170.000000 Penalty: 1092.347778
	Iteration 315F: 3 clusters Score -8507170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -182886.718750 Penalty: 369.823792
	Iteration 0F: 2 clusters Score -182886.7 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 1672 members 
Entering Unmasked Estep 
Score: -180497.453125 Penalty: 739.647583
	Iteration 0F: 3 clusters Score -180497.5 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -181332.687500 Penalty: 739.647583
	Iteration 1F: 3 clusters Score -181332.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -181461.109375 Penalty: 739.647583
	Iteration 2F: 3 clusters Score -181461.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -181601.781250 Penalty: 739.647583
	Iteration 3F: 3 clusters Score -181601.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -181796.406250 Penalty: 739.647583
	Iteration 4F: 3 clusters Score -181796.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -181970.609375 Penalty: 739.647583
	Iteration 5F: 3 clusters Score -181970.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -182108.984375 Penalty: 739.647583
	Iteration 6F: 3 clusters Score -182109 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -182211.515625 Penalty: 739.647583
	Iteration 7Q: 3 clusters Score -182211.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -182279.687500 Penalty: 739.647583
	Iteration 8Q: 3 clusters Score -182279.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -182339.843750 Penalty: 739.647583
	Iteration 9Q: 3 clusters Score -182339.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -182386.062500 Penalty: 739.647583
	Iteration 10Q: 3 clusters Score -182386.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -182439.781250 Penalty: 739.647583
	Iteration 11Q: 3 clusters Score -182439.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -182472.359375 Penalty: 739.647583
	Iteration 12Q: 3 clusters Score -182472.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -182498.937500 Penalty: 739.647583
	Iteration 13Q: 3 clusters Score -182498.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -182516.453125 Penalty: 739.647583
	Iteration 14Q: 3 clusters Score -182516.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -182538.218750 Penalty: 739.647583
	Iteration 15Q: 3 clusters Score -182538.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -182556.062500 Penalty: 739.647583
	Iteration 16Q: 3 clusters Score -182556.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -182572.531250 Penalty: 739.647583
	Iteration 17Q: 3 clusters Score -182572.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -182586.703125 Penalty: 739.647583
	Iteration 18Q: 3 clusters Score -182586.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -182599.796875 Penalty: 739.647583
	Iteration 19Q: 3 clusters Score -182599.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -182615.375000 Penalty: 739.647583
	Iteration 20F: 3 clusters Score -182615.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -182630.421875 Penalty: 739.647583
	Iteration 21Q: 3 clusters Score -182630.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -182643.062500 Penalty: 739.647583
	Iteration 22Q: 3 clusters Score -182643.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -182651.312500 Penalty: 739.647583
	Iteration 23Q: 3 clusters Score -182651.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -182657.531250 Penalty: 739.647583
	Iteration 24Q: 3 clusters Score -182657.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -182662.390625 Penalty: 739.647583
	Iteration 25Q: 3 clusters Score -182662.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -182669.031250 Penalty: 739.647583
	Iteration 26Q: 3 clusters Score -182669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -182674.156250 Penalty: 739.647583
	Iteration 27Q: 3 clusters Score -182674.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -182677.625000 Penalty: 739.647583
	Iteration 28Q: 3 clusters Score -182677.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -182679.468750 Penalty: 739.647583
	Iteration 29Q: 3 clusters Score -182679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -182679.734375 Penalty: 739.647583
	Iteration 30Q: 3 clusters Score -182679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -182680.468750 Penalty: 739.647583
	Iteration 31Q: 3 clusters Score -182680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -182680.859375 Penalty: 739.647583
	Iteration 32Q: 3 clusters Score -182680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -182680.593750 Penalty: 739.647583
	Iteration 33Q: 3 clusters Score -182680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -182680.453125 Penalty: 739.647583
	Iteration 34Q: 3 clusters Score -182680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -182680.718750 Penalty: 739.647583
	Iteration 35Q: 3 clusters Score -182680.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -182680.750000 Penalty: 739.647583
	Iteration 36Q: 3 clusters Score -182680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -182680.875000 Penalty: 739.647583
	Iteration 37Q: 3 clusters Score -182680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -182681.078125 Penalty: 739.647583
	Iteration 38Q: 3 clusters Score -182681.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -182681.078125 Penalty: 739.647583
	Iteration 39F: 3 clusters Score -182681.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -77162.312500 Penalty: 333.563263
	Iteration 0F: 2 clusters Score -77162.31 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 770 members 
Entering Unmasked Estep 
Score: -76024.054688 Penalty: 667.126526
	Iteration 0F: 3 clusters Score -76024.05 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -76442.851562 Penalty: 667.126526
	Iteration 1F: 3 clusters Score -76442.85 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -76505.585938 Penalty: 667.126526
	Iteration 2F: 3 clusters Score -76505.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -76541.398438 Penalty: 667.126526
	Iteration 3F: 3 clusters Score -76541.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -76568.500000 Penalty: 667.126526
	Iteration 4Q: 3 clusters Score -76568.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -76586.875000 Penalty: 667.126526
	Iteration 5Q: 3 clusters Score -76586.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -76597.265625 Penalty: 667.126526
	Iteration 6Q: 3 clusters Score -76597.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -76606.250000 Penalty: 667.126526
	Iteration 7Q: 3 clusters Score -76606.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -76620.148438 Penalty: 667.126526
	Iteration 8Q: 3 clusters Score -76620.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -76635.250000 Penalty: 667.126526
	Iteration 9Q: 3 clusters Score -76635.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -76663.335938 Penalty: 667.126526
	Iteration 10Q: 3 clusters Score -76663.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -76692.523438 Penalty: 667.126526
	Iteration 11Q: 3 clusters Score -76692.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76722.062500 Penalty: 667.126526
	Iteration 12Q: 3 clusters Score -76722.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -76748.859375 Penalty: 667.126526
	Iteration 13Q: 3 clusters Score -76748.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76779.632812 Penalty: 667.126526
	Iteration 14Q: 3 clusters Score -76779.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76800.031250 Penalty: 667.126526
	Iteration 15Q: 3 clusters Score -76800.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76821.937500 Penalty: 667.126526
	Iteration 16Q: 3 clusters Score -76821.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76834.476562 Penalty: 667.126526
	Iteration 17Q: 3 clusters Score -76834.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76864.812500 Penalty: 667.126526
	Iteration 18Q: 3 clusters Score -76864.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -76897.398438 Penalty: 667.126526
	Iteration 19Q: 3 clusters Score -76897.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -76926.218750 Penalty: 667.126526
	Iteration 20F: 3 clusters Score -76926.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -76940.281250 Penalty: 667.126526
	Iteration 21Q: 3 clusters Score -76940.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -76951.140625 Penalty: 667.126526
	Iteration 22Q: 3 clusters Score -76951.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -76959.382812 Penalty: 667.126526
	Iteration 23Q: 3 clusters Score -76959.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -76971.773438 Penalty: 667.126526
	Iteration 24Q: 3 clusters Score -76971.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -76976.843750 Penalty: 667.126526
	Iteration 25Q: 3 clusters Score -76976.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -76980.187500 Penalty: 667.126526
	Iteration 26Q: 3 clusters Score -76980.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -76982.007812 Penalty: 667.126526
	Iteration 27Q: 3 clusters Score -76982.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -76984.835938 Penalty: 667.126526
	Iteration 28Q: 3 clusters Score -76984.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -76985.953125 Penalty: 667.126526
	Iteration 29Q: 3 clusters Score -76985.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -76986.695312 Penalty: 667.126526
	Iteration 30Q: 3 clusters Score -76986.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -76986.695312 Penalty: 667.126526
	Iteration 31F: 3 clusters Score -76986.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (103703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Entering Unmasked Estep 
Score: -5611018.500000 Penalty: 525.492493
	Iteration 0F: 2 clusters Score -5611018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5574158 nChanged 4408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -5587208 nChanged 6581
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Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5594303 nChanged 6511
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 73876 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -5600124 nChanged 5279
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Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5603311 nChanged 3627
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Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 74936 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5604700 nChanged 2364
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Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5605400 nChanged 1795
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Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5605948 nChanged 1540
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Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5606427 nChanged 1544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5606858 nChanged 1487
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Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 75098 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5607294 nChanged 1447
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Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 74759 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5607722 nChanged 1418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5608148 nChanged 1427
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5608600 nChanged 1443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5609106 nChanged 1317
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Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5609459 nChanged 1124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5609753 nChanged 870
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Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5609937 nChanged 732
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Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 71220 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5610088 nChanged 599
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Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5610179 nChanged 449
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5610218 nChanged 398
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Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5610244 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -5610236.500000 Penalty: 1050.984985
	Iteration 25Q: 3 clusters Score -5610236 nChanged 246
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Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5610238 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5610250 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 69427 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5610242 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5610244 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5610230 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5610260 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5610249 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5610260 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 68093 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5610269 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 67878 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5610291 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5610312 nChanged 219
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Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5610312 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -5610317.000000 Penalty: 1050.984985
	Iteration 38Q: 3 clusters Score -5610317 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5610324 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5610324 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5610318 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5610325 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 66426 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5610324 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5610327 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5610312 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37883 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5610316 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5610344 nChanged 216
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Mstep: Class 1 contains 38320 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5610344 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5610328 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38739 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5610324 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -5610322.000000 Penalty: 1050.984985
	Iteration 51Q: 3 clusters Score -5610322 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5610336 nChanged 216
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Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 64368 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5610320 nChanged 204
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Mstep: Class 1 contains 39539 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5610340 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5610352 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39892 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5610396 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5610394 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5610384 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5610390 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5610380 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 62647 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5610372 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5610353 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 62103 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5610346 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5610324 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -5610341.500000 Penalty: 1050.984985
	Iteration 65Q: 3 clusters Score -5610342 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5610328 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5610361 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 60432 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5610370 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5610372 nChanged 348
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Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5610354 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5610367 nChanged 404
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44703 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5610366 nChanged 403
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Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5610379 nChanged 466
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5610362 nChanged 490
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Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5610390 nChanged 472
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Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5610386 nChanged 446
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Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5610366 nChanged 444
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Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -5610351.500000 Penalty: 1050.984985
	Iteration 78Q: 3 clusters Score -5610352 nChanged 479
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Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5610368 nChanged 491
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Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -5610385.000000 Penalty: 1050.984985
	Iteration 80F: 3 clusters Score -5610385 nChanged 495
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -5610431.000000 Penalty: 1050.984985
	Iteration 81Q: 3 clusters Score -5610431 nChanged 493
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Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5610462 nChanged 514
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Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5610466 nChanged 539
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Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5610492 nChanged 522
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Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5610487 nChanged 464
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Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5610506 nChanged 467
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Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5610496 nChanged 424
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Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5610487 nChanged 409
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Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5610495 nChanged 424
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Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -5610524.500000 Penalty: 1050.984985
	Iteration 90Q: 3 clusters Score -5610524 nChanged 430
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Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5610528 nChanged 418
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Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5610540 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5610551 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5610545 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -5610554.500000 Penalty: 1050.984985
	Iteration 95Q: 3 clusters Score -5610554 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5610554 nChanged 458
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5610562 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5610588.500000 Penalty: 1050.984985
	Iteration 98Q: 3 clusters Score -5610588 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -5610606.500000 Penalty: 1050.984985
	Iteration 99Q: 3 clusters Score -5610606 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -5610631.500000 Penalty: 1050.984985
	Iteration 100F: 3 clusters Score -5610632 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -5610639.500000 Penalty: 1050.984985
	Iteration 101Q: 3 clusters Score -5610640 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -5610649.000000 Penalty: 1050.984985
	Iteration 102Q: 3 clusters Score -5610649 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -5610650.500000 Penalty: 1050.984985
	Iteration 103Q: 3 clusters Score -5610650 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -5610661.000000 Penalty: 1050.984985
	Iteration 104Q: 3 clusters Score -5610661 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -5610682.000000 Penalty: 1050.984985
	Iteration 105Q: 3 clusters Score -5610682 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -5610711.500000 Penalty: 1050.984985
	Iteration 106Q: 3 clusters Score -5610712 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -5610751.000000 Penalty: 1050.984985
	Iteration 107Q: 3 clusters Score -5610751 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -5610729.000000 Penalty: 1050.984985
	Iteration 108Q: 3 clusters Score -5610729 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -5610726.000000 Penalty: 1050.984985
	Iteration 109Q: 3 clusters Score -5610726 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -5610761.500000 Penalty: 1050.984985
	Iteration 110Q: 3 clusters Score -5610762 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -5610791.000000 Penalty: 1050.984985
	Iteration 111Q: 3 clusters Score -5610791 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -5610794.000000 Penalty: 1050.984985
	Iteration 112Q: 3 clusters Score -5610794 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -5610815.000000 Penalty: 1050.984985
	Iteration 113Q: 3 clusters Score -5610815 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -5610826.000000 Penalty: 1050.984985
	Iteration 114Q: 3 clusters Score -5610826 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -5610813.000000 Penalty: 1050.984985
	Iteration 115Q: 3 clusters Score -5610813 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -5610845.500000 Penalty: 1050.984985
	Iteration 116Q: 3 clusters Score -5610846 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -5610870.000000 Penalty: 1050.984985
	Iteration 117Q: 3 clusters Score -5610870 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64578 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -5610888.000000 Penalty: 1050.984985
	Iteration 118Q: 3 clusters Score -5610888 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -5610906.000000 Penalty: 1050.984985
	Iteration 119Q: 3 clusters Score -5610906 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -5610927.500000 Penalty: 1050.984985
	Iteration 120F: 3 clusters Score -5610928 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -5610947.500000 Penalty: 1050.984985
	Iteration 121Q: 3 clusters Score -5610948 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -5610991.000000 Penalty: 1050.984985
	Iteration 122Q: 3 clusters Score -5610991 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -5611028.000000 Penalty: 1050.984985
	Iteration 123Q: 3 clusters Score -5611028 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -5611090.500000 Penalty: 1050.984985
	Iteration 124Q: 3 clusters Score -5611090 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -5611109.000000 Penalty: 1050.984985
	Iteration 125Q: 3 clusters Score -5611109 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -5611120.500000 Penalty: 1050.984985
	Iteration 126Q: 3 clusters Score -5611120 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -5611140.000000 Penalty: 1050.984985
	Iteration 127Q: 3 clusters Score -5611140 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -5611196.000000 Penalty: 1050.984985
	Iteration 128Q: 3 clusters Score -5611196 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -5611210.500000 Penalty: 1050.984985
	Iteration 129Q: 3 clusters Score -5611210 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -5611236.500000 Penalty: 1050.984985
	Iteration 130Q: 3 clusters Score -5611236 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -5611254.500000 Penalty: 1050.984985
	Iteration 131Q: 3 clusters Score -5611254 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70326 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -5611255.500000 Penalty: 1050.984985
	Iteration 132Q: 3 clusters Score -5611256 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -5611258.000000 Penalty: 1050.984985
	Iteration 133Q: 3 clusters Score -5611258 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -5611277.000000 Penalty: 1050.984985
	Iteration 134Q: 3 clusters Score -5611277 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70796 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -5611280.500000 Penalty: 1050.984985
	Iteration 135Q: 3 clusters Score -5611280 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70930 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5611289.500000 Penalty: 1050.984985
	Iteration 136Q: 3 clusters Score -5611290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -5611305.500000 Penalty: 1050.984985
	Iteration 137Q: 3 clusters Score -5611306 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -5611310.000000 Penalty: 1050.984985
	Iteration 138Q: 3 clusters Score -5611310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71274 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -5611301.500000 Penalty: 1050.984985
	Iteration 139Q: 3 clusters Score -5611302 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -5611307.000000 Penalty: 1050.984985
	Iteration 140F: 3 clusters Score -5611307 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -5611310.000000 Penalty: 1050.984985
	Iteration 141Q: 3 clusters Score -5611310 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71550 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -5611317.000000 Penalty: 1050.984985
	Iteration 142Q: 3 clusters Score -5611317 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -5611313.500000 Penalty: 1050.984985
	Iteration 143Q: 3 clusters Score -5611314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -5611316.000000 Penalty: 1050.984985
	Iteration 144Q: 3 clusters Score -5611316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71764 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -5611317.500000 Penalty: 1050.984985
	Iteration 145Q: 3 clusters Score -5611318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -5611320.500000 Penalty: 1050.984985
	Iteration 146Q: 3 clusters Score -5611320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -5611313.000000 Penalty: 1050.984985
	Iteration 147Q: 3 clusters Score -5611313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -5611312.500000 Penalty: 1050.984985
	Iteration 148Q: 3 clusters Score -5611312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -5611308.000000 Penalty: 1050.984985
	Iteration 149Q: 3 clusters Score -5611308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -5611310.000000 Penalty: 1050.984985
	Iteration 150Q: 3 clusters Score -5611310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -5611305.500000 Penalty: 1050.984985
	Iteration 151Q: 3 clusters Score -5611306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -5611303.500000 Penalty: 1050.984985
	Iteration 152Q: 3 clusters Score -5611304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -5611307.500000 Penalty: 1050.984985
	Iteration 153Q: 3 clusters Score -5611308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -5611307.000000 Penalty: 1050.984985
	Iteration 154Q: 3 clusters Score -5611307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -5611306.000000 Penalty: 1050.984985
	Iteration 155Q: 3 clusters Score -5611306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72053 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -5611299.500000 Penalty: 1050.984985
	Iteration 156Q: 3 clusters Score -5611300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -5611301.500000 Penalty: 1050.984985
	Iteration 157Q: 3 clusters Score -5611302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5611303.000000 Penalty: 1050.984985
	Iteration 158Q: 3 clusters Score -5611303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72082 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -5611297.000000 Penalty: 1050.984985
	Iteration 159Q: 3 clusters Score -5611297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -5611301.000000 Penalty: 1050.984985
	Iteration 160F: 3 clusters Score -5611301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -5611300.500000 Penalty: 1050.984985
	Iteration 161Q: 3 clusters Score -5611300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72109 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -5611297.500000 Penalty: 1050.984985
	Iteration 162Q: 3 clusters Score -5611298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72118 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -5611301.000000 Penalty: 1050.984985
	Iteration 163Q: 3 clusters Score -5611301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -5611303.500000 Penalty: 1050.984985
	Iteration 164Q: 3 clusters Score -5611304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -5611299.000000 Penalty: 1050.984985
	Iteration 165Q: 3 clusters Score -5611299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -5611301.500000 Penalty: 1050.984985
	Iteration 166Q: 3 clusters Score -5611302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -5611301.500000 Penalty: 1050.984985
	Iteration 167Q: 3 clusters Score -5611302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -5611300.000000 Penalty: 1050.984985
	Iteration 168Q: 3 clusters Score -5611300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5611298.500000 Penalty: 1050.984985
	Iteration 169Q: 3 clusters Score -5611298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -5611300.500000 Penalty: 1050.984985
	Iteration 170Q: 3 clusters Score -5611300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72137 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -5611300.500000 Penalty: 1050.984985
	Iteration 171F: 3 clusters Score -5611300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 92554 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 21597 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 141250 members 
Mstep: Class 8 contains 101349 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 76645 members 
Mstep: Class 11 contains 46746 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 2733 members 
Mstep: Class 18 contains 67766 members 
Mstep: Class 19 contains 38252 members 
Mstep: Class 20 contains 79542 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 99335 members 
Mstep: Class 23 contains 98317 members 
Mstep: Class 24 contains 15763 members 
Mstep: Class 25 contains 64546 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 163378 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 72137 members 
Mstep: Class 31 contains 79094 members 
Mstep: Class 32 contains 127622 members 
Mstep: Class 33 contains 66785 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 2153 members 
Mstep: Class 36 contains 120301 members 
Mstep: Class 37 contains 6623 members 
Mstep: Class 38 contains 17212 members 
Mstep: Class 39 contains 31566 members 
Entering Unmasked Estep 
Score: -87381776.000000 Penalty: 25488.560547
Splitting cluster 30 changes total score from -87381784.000000 to -87381776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (79094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Entering Unmasked Estep 
Score: -3985763.000000 Penalty: 513.166809
	Iteration 0F: 2 clusters Score -3985763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -3932352.750000 Penalty: 1026.333618
	Iteration 0F: 3 clusters Score -3932353 nChanged 38569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -3955684.000000 Penalty: 1026.333618
	Iteration 1F: 3 clusters Score -3955684 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -3956505.000000 Penalty: 1026.333618
	Iteration 2Q: 3 clusters Score -3956505 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -3957579.750000 Penalty: 1026.333618
	Iteration 3Q: 3 clusters Score -3957580 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -3959243.250000 Penalty: 1026.333618
	Iteration 4Q: 3 clusters Score -3959243 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -3962145.000000 Penalty: 1026.333618
	Iteration 5F: 3 clusters Score -3962145 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -3966360.500000 Penalty: 1026.333618
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3970618 nChanged 4409
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -3973292 nChanged 3146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -3974749 nChanged 2205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3975712 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3976457 nChanged 1735
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 58237 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3977223 nChanged 1649
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3977991 nChanged 1619
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3978772 nChanged 1621
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Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3979639 nChanged 1619
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Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3980451 nChanged 1492
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3981234 nChanged 1339
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Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 66174 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3981887 nChanged 1214
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Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3982431 nChanged 1054
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Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3982841 nChanged 894
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 68906 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3983170 nChanged 792
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3983408 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3983591 nChanged 611
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Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3983764 nChanged 553
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Mstep: Class 1 contains 7797 members 
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3983910 nChanged 508
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Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3984015 nChanged 462
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3984134 nChanged 462
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Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3984226 nChanged 451
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 73134 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3984340 nChanged 447
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3984481 nChanged 445
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Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3984571 nChanged 436
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Mstep: Class 1 contains 4648 members 
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	Iteration 32Q: 3 clusters Score -3984689 nChanged 399
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Mstep: Class 1 contains 4253 members 
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	Iteration 33Q: 3 clusters Score -3984796 nChanged 367
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Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 75206 members 
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	Iteration 34Q: 3 clusters Score -3984900 nChanged 346
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Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 75552 members 
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	Iteration 35Q: 3 clusters Score -3984994 nChanged 308
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Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 75858 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 76116 members 
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	Iteration 37Q: 3 clusters Score -3985152 nChanged 275
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Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3985232 nChanged 218
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Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 76591 members 
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	Iteration 39Q: 3 clusters Score -3985296 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 76782 members 
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	Iteration 40F: 3 clusters Score -3985344 nChanged 173
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Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 76945 members 
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	Iteration 41Q: 3 clusters Score -3985370 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3985393 nChanged 120
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Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 77195 members 
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	Iteration 43Q: 3 clusters Score -3985409 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3985432 nChanged 107
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Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 77388 members 
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	Iteration 45Q: 3 clusters Score -3985457 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
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	Iteration 46Q: 3 clusters Score -3985467 nChanged 71
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Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 77531 members 
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	Iteration 47Q: 3 clusters Score -3985470 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 77586 members 
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	Iteration 48Q: 3 clusters Score -3985483 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 77634 members 
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	Iteration 49Q: 3 clusters Score -3985494 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 77670 members 
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	Iteration 50Q: 3 clusters Score -3985508 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3985512 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 77728 members 
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	Iteration 52Q: 3 clusters Score -3985523 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 77764 members 
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	Iteration 53Q: 3 clusters Score -3985541 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3985547 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3985556 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3985567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3985562 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 77874 members 
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	Iteration 58Q: 3 clusters Score -3985566 nChanged 14
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Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 77886 members 
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	Iteration 59Q: 3 clusters Score -3985568 nChanged 12
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Mstep: Class 1 contains 1198 members 
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Entering Unmasked Estep 
Score: -3985574.250000 Penalty: 1026.333618
	Iteration 60F: 3 clusters Score -3985574 nChanged 11
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Mstep: Class 1 contains 1191 members 
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	Iteration 61Q: 3 clusters Score -3985574 nChanged 10
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Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3985572 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3985576 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 77920 members 
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	Iteration 64Q: 3 clusters Score -3985580 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 77926 members 
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	Iteration 65Q: 3 clusters Score -3985580 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 77932 members 
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	Iteration 66Q: 3 clusters Score -3985578 nChanged 9
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Mstep: Class 1 contains 1153 members 
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	Iteration 67Q: 3 clusters Score -3985582 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 77948 members 
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	Iteration 68Q: 3 clusters Score -3985582 nChanged 5
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Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 77953 members 
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	Iteration 69Q: 3 clusters Score -3985583 nChanged 3
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Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 77956 members 
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	Iteration 70Q: 3 clusters Score -3985585 nChanged 3
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Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 77959 members 
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	Iteration 71Q: 3 clusters Score -3985585 nChanged 5
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Mstep: Class 1 contains 1130 members 
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	Iteration 72Q: 3 clusters Score -3985584 nChanged 8
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Mstep: Class 1 contains 1122 members 
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	Iteration 73Q: 3 clusters Score -3985580 nChanged 9
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Mstep: Class 1 contains 1117 members 
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	Iteration 74Q: 3 clusters Score -3985583 nChanged 13
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Mstep: Class 1 contains 1108 members 
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	Iteration 75Q: 3 clusters Score -3985584 nChanged 6
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Mstep: Class 1 contains 1102 members 
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	Iteration 76Q: 3 clusters Score -3985588 nChanged 9
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Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 77999 members 
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	Iteration 77Q: 3 clusters Score -3985592 nChanged 10
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Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 78003 members 
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	Iteration 78Q: 3 clusters Score -3985588 nChanged 5
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Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 78006 members 
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	Iteration 79Q: 3 clusters Score -3985590 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 78011 members 
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	Iteration 80F: 3 clusters Score -3985589 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 78014 members 
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	Iteration 81Q: 3 clusters Score -3985587 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 78019 members 
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	Iteration 82Q: 3 clusters Score -3985583 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3985581 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
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	Iteration 84Q: 3 clusters Score -3985583 nChanged 5
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Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 78033 members 
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	Iteration 85Q: 3 clusters Score -3985586 nChanged 10
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Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 78039 members 
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	Iteration 86Q: 3 clusters Score -3985589 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3985588 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 78050 members 
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	Iteration 88Q: 3 clusters Score -3985593 nChanged 11
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Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 78059 members 
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	Iteration 89Q: 3 clusters Score -3985593 nChanged 13
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Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 78068 members 
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	Iteration 90Q: 3 clusters Score -3985597 nChanged 11
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Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 78073 members 
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	Iteration 91Q: 3 clusters Score -3985598 nChanged 5
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Mstep: Class 1 contains 1020 members 
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	Iteration 92Q: 3 clusters Score -3985599 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 78076 members 
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	Iteration 93Q: 3 clusters Score -3985597 nChanged 5
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Mstep: Class 1 contains 1017 members 
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	Iteration 94Q: 3 clusters Score -3985598 nChanged 3
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Mstep: Class 1 contains 1018 members 
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	Iteration 95Q: 3 clusters Score -3985594 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1017 members 
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	Iteration 96Q: 3 clusters Score -3985597 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1016 members 
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	Iteration 97Q: 3 clusters Score -3985597 nChanged 0
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Mstep: Class 1 contains 1016 members 
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Entering Unmasked Estep 
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	Iteration 98F: 3 clusters Score -3985597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (127622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Entering Unmasked Estep 
Score: -6950178.500000 Penalty: 534.935669
	Iteration 0F: 2 clusters Score -6950178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -6870388.500000 Penalty: 1069.871338
	Iteration 0F: 3 clusters Score -6870388 nChanged 62469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 72194 members 
Entering Unmasked Estep 
Score: -6909072.500000 Penalty: 1069.871338
	Iteration 1F: 3 clusters Score -6909072 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -6911522.500000 Penalty: 1069.871338
	Iteration 2Q: 3 clusters Score -6911522 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -6915251.000000 Penalty: 1069.871338
	Iteration 3F: 3 clusters Score -6915251 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -6920808.500000 Penalty: 1069.871338
	Iteration 4F: 3 clusters Score -6920808 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -6927752.000000 Penalty: 1069.871338
	Iteration 5F: 3 clusters Score -6927752 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -6934988.000000 Penalty: 1069.871338
	Iteration 6F: 3 clusters Score -6934988 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 107719 members 
Entering Unmasked Estep 
Score: -6940709.000000 Penalty: 1069.871338
	Iteration 7Q: 3 clusters Score -6940709 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 110115 members 
Entering Unmasked Estep 
Score: -6943976.500000 Penalty: 1069.871338
	Iteration 8Q: 3 clusters Score -6943976 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 111497 members 
Entering Unmasked Estep 
Score: -6945390.000000 Penalty: 1069.871338
	Iteration 9Q: 3 clusters Score -6945390 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 112612 members 
Entering Unmasked Estep 
Score: -6946163.000000 Penalty: 1069.871338
	Iteration 10Q: 3 clusters Score -6946163 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -6946739.500000 Penalty: 1069.871338
	Iteration 11Q: 3 clusters Score -6946740 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 114448 members 
Entering Unmasked Estep 
Score: -6947057.500000 Penalty: 1069.871338
	Iteration 12Q: 3 clusters Score -6947058 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 115168 members 
Entering Unmasked Estep 
Score: -6947328.500000 Penalty: 1069.871338
	Iteration 13Q: 3 clusters Score -6947328 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 115791 members 
Entering Unmasked Estep 
Score: -6947589.000000 Penalty: 1069.871338
	Iteration 14Q: 3 clusters Score -6947589 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 116372 members 
Entering Unmasked Estep 
Score: -6947824.000000 Penalty: 1069.871338
	Iteration 15Q: 3 clusters Score -6947824 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 116924 members 
Entering Unmasked Estep 
Score: -6948037.000000 Penalty: 1069.871338
	Iteration 16Q: 3 clusters Score -6948037 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 117419 members 
Entering Unmasked Estep 
Score: -6948300.500000 Penalty: 1069.871338
	Iteration 17Q: 3 clusters Score -6948300 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 117842 members 
Entering Unmasked Estep 
Score: -6948506.000000 Penalty: 1069.871338
	Iteration 18Q: 3 clusters Score -6948506 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 118221 members 
Entering Unmasked Estep 
Score: -6948687.000000 Penalty: 1069.871338
	Iteration 19Q: 3 clusters Score -6948687 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 118559 members 
Entering Unmasked Estep 
Score: -6948841.500000 Penalty: 1069.871338
	Iteration 20F: 3 clusters Score -6948842 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 118807 members 
Entering Unmasked Estep 
Score: -6948995.500000 Penalty: 1069.871338
	Iteration 21Q: 3 clusters Score -6948996 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -6949115.000000 Penalty: 1069.871338
	Iteration 22Q: 3 clusters Score -6949115 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 119189 members 
Entering Unmasked Estep 
Score: -6949255.500000 Penalty: 1069.871338
	Iteration 23Q: 3 clusters Score -6949256 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 119346 members 
Entering Unmasked Estep 
Score: -6949362.500000 Penalty: 1069.871338
	Iteration 24Q: 3 clusters Score -6949362 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 119494 members 
Entering Unmasked Estep 
Score: -6949517.500000 Penalty: 1069.871338
	Iteration 25Q: 3 clusters Score -6949518 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 119612 members 
Entering Unmasked Estep 
Score: -6949586.000000 Penalty: 1069.871338
	Iteration 26Q: 3 clusters Score -6949586 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 119734 members 
Entering Unmasked Estep 
Score: -6949679.500000 Penalty: 1069.871338
	Iteration 27Q: 3 clusters Score -6949680 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 119845 members 
Entering Unmasked Estep 
Score: -6949746.000000 Penalty: 1069.871338
	Iteration 28Q: 3 clusters Score -6949746 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 119892 members 
Entering Unmasked Estep 
Score: -6949823.000000 Penalty: 1069.871338
	Iteration 29Q: 3 clusters Score -6949823 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 119958 members 
Entering Unmasked Estep 
Score: -6949878.500000 Penalty: 1069.871338
	Iteration 30Q: 3 clusters Score -6949878 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 120020 members 
Entering Unmasked Estep 
Score: -6949967.000000 Penalty: 1069.871338
	Iteration 31Q: 3 clusters Score -6949967 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -6950021.000000 Penalty: 1069.871338
	Iteration 32Q: 3 clusters Score -6950021 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 120059 members 
Entering Unmasked Estep 
Score: -6950080.500000 Penalty: 1069.871338
	Iteration 33Q: 3 clusters Score -6950080 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -6950150.500000 Penalty: 1069.871338
	Iteration 34Q: 3 clusters Score -6950150 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 120087 members 
Entering Unmasked Estep 
Score: -6950186.500000 Penalty: 1069.871338
	Iteration 35Q: 3 clusters Score -6950186 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 120110 members 
Entering Unmasked Estep 
Score: -6950222.000000 Penalty: 1069.871338
	Iteration 36Q: 3 clusters Score -6950222 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 120140 members 
Entering Unmasked Estep 
Score: -6950279.000000 Penalty: 1069.871338
	Iteration 37Q: 3 clusters Score -6950279 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 120215 members 
Entering Unmasked Estep 
Score: -6950332.000000 Penalty: 1069.871338
	Iteration 38Q: 3 clusters Score -6950332 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 120248 members 
Entering Unmasked Estep 
Score: -6950350.000000 Penalty: 1069.871338
	Iteration 39Q: 3 clusters Score -6950350 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 120277 members 
Entering Unmasked Estep 
Score: -6950414.000000 Penalty: 1069.871338
	Iteration 40F: 3 clusters Score -6950414 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 120261 members 
Entering Unmasked Estep 
Score: -6950419.500000 Penalty: 1069.871338
	Iteration 41Q: 3 clusters Score -6950420 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 120234 members 
Entering Unmasked Estep 
Score: -6950447.000000 Penalty: 1069.871338
	Iteration 42Q: 3 clusters Score -6950447 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 120223 members 
Entering Unmasked Estep 
Score: -6950462.000000 Penalty: 1069.871338
	Iteration 43Q: 3 clusters Score -6950462 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 120189 members 
Entering Unmasked Estep 
Score: -6950468.000000 Penalty: 1069.871338
	Iteration 44Q: 3 clusters Score -6950468 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 120125 members 
Entering Unmasked Estep 
Score: -6950489.500000 Penalty: 1069.871338
	Iteration 45Q: 3 clusters Score -6950490 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 120064 members 
Entering Unmasked Estep 
Score: -6950509.500000 Penalty: 1069.871338
	Iteration 46Q: 3 clusters Score -6950510 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 120010 members 
Entering Unmasked Estep 
Score: -6950528.500000 Penalty: 1069.871338
	Iteration 47Q: 3 clusters Score -6950528 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 119956 members 
Entering Unmasked Estep 
Score: -6950531.000000 Penalty: 1069.871338
	Iteration 48Q: 3 clusters Score -6950531 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 119887 members 
Entering Unmasked Estep 
Score: -6950543.500000 Penalty: 1069.871338
	Iteration 49Q: 3 clusters Score -6950544 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 119812 members 
Entering Unmasked Estep 
Score: -6950527.500000 Penalty: 1069.871338
	Iteration 50Q: 3 clusters Score -6950528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 119737 members 
Entering Unmasked Estep 
Score: -6950534.000000 Penalty: 1069.871338
	Iteration 51Q: 3 clusters Score -6950534 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 119661 members 
Entering Unmasked Estep 
Score: -6950549.000000 Penalty: 1069.871338
	Iteration 52Q: 3 clusters Score -6950549 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -6950549.500000 Penalty: 1069.871338
	Iteration 53Q: 3 clusters Score -6950550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 119563 members 
Entering Unmasked Estep 
Score: -6950545.000000 Penalty: 1069.871338
	Iteration 54Q: 3 clusters Score -6950545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 119530 members 
Entering Unmasked Estep 
Score: -6950547.500000 Penalty: 1069.871338
	Iteration 55Q: 3 clusters Score -6950548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 119491 members 
Entering Unmasked Estep 
Score: -6950555.000000 Penalty: 1069.871338
	Iteration 56Q: 3 clusters Score -6950555 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 119449 members 
Entering Unmasked Estep 
Score: -6950567.000000 Penalty: 1069.871338
	Iteration 57Q: 3 clusters Score -6950567 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 119406 members 
Entering Unmasked Estep 
Score: -6950564.000000 Penalty: 1069.871338
	Iteration 58Q: 3 clusters Score -6950564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 119385 members 
Entering Unmasked Estep 
Score: -6950565.500000 Penalty: 1069.871338
	Iteration 59Q: 3 clusters Score -6950566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
Score: -6950563.000000 Penalty: 1069.871338
	Iteration 60F: 3 clusters Score -6950563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 119314 members 
Entering Unmasked Estep 
Score: -6950559.500000 Penalty: 1069.871338
	Iteration 61Q: 3 clusters Score -6950560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 119264 members 
Entering Unmasked Estep 
Score: -6950556.000000 Penalty: 1069.871338
	Iteration 62Q: 3 clusters Score -6950556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 119210 members 
Entering Unmasked Estep 
Score: -6950557.500000 Penalty: 1069.871338
	Iteration 63Q: 3 clusters Score -6950558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 119162 members 
Entering Unmasked Estep 
Score: -6950553.500000 Penalty: 1069.871338
	Iteration 64Q: 3 clusters Score -6950554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 119102 members 
Entering Unmasked Estep 
Score: -6950566.000000 Penalty: 1069.871338
	Iteration 65Q: 3 clusters Score -6950566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -6950563.000000 Penalty: 1069.871338
	Iteration 66Q: 3 clusters Score -6950563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 119002 members 
Entering Unmasked Estep 
Score: -6950571.000000 Penalty: 1069.871338
	Iteration 67Q: 3 clusters Score -6950571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 118976 members 
Entering Unmasked Estep 
Score: -6950575.000000 Penalty: 1069.871338
	Iteration 68Q: 3 clusters Score -6950575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 118940 members 
Entering Unmasked Estep 
Score: -6950579.500000 Penalty: 1069.871338
	Iteration 69Q: 3 clusters Score -6950580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -6950591.000000 Penalty: 1069.871338
	Iteration 70Q: 3 clusters Score -6950591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -6950591.000000 Penalty: 1069.871338
	Iteration 71Q: 3 clusters Score -6950591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 118842 members 
Entering Unmasked Estep 
Score: -6950575.500000 Penalty: 1069.871338
	Iteration 72Q: 3 clusters Score -6950576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 118829 members 
Entering Unmasked Estep 
Score: -6950578.000000 Penalty: 1069.871338
	Iteration 73Q: 3 clusters Score -6950578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 118820 members 
Entering Unmasked Estep 
Score: -6950578.000000 Penalty: 1069.871338
	Iteration 74Q: 3 clusters Score -6950578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 118809 members 
Entering Unmasked Estep 
Score: -6950576.000000 Penalty: 1069.871338
	Iteration 75Q: 3 clusters Score -6950576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 118807 members 
Entering Unmasked Estep 
Score: -6950575.500000 Penalty: 1069.871338
	Iteration 76Q: 3 clusters Score -6950576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 118804 members 
Entering Unmasked Estep 
Score: -6950570.000000 Penalty: 1069.871338
	Iteration 77Q: 3 clusters Score -6950570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 118801 members 
Entering Unmasked Estep 
Score: -6950574.500000 Penalty: 1069.871338
	Iteration 78Q: 3 clusters Score -6950574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 118792 members 
Entering Unmasked Estep 
Score: -6950572.000000 Penalty: 1069.871338
	Iteration 79Q: 3 clusters Score -6950572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 118778 members 
Entering Unmasked Estep 
Score: -6950569.000000 Penalty: 1069.871338
	Iteration 80F: 3 clusters Score -6950569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 118769 members 
Entering Unmasked Estep 
Score: -6950562.000000 Penalty: 1069.871338
	Iteration 81Q: 3 clusters Score -6950562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 118761 members 
Entering Unmasked Estep 
Score: -6950577.000000 Penalty: 1069.871338
	Iteration 82Q: 3 clusters Score -6950577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 118743 members 
Entering Unmasked Estep 
Score: -6950579.000000 Penalty: 1069.871338
	Iteration 83Q: 3 clusters Score -6950579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -6950579.000000 Penalty: 1069.871338
	Iteration 84Q: 3 clusters Score -6950579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 118723 members 
Entering Unmasked Estep 
Score: -6950570.500000 Penalty: 1069.871338
	Iteration 85Q: 3 clusters Score -6950570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 118709 members 
Entering Unmasked Estep 
Score: -6950575.000000 Penalty: 1069.871338
	Iteration 86Q: 3 clusters Score -6950575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 118701 members 
Entering Unmasked Estep 
Score: -6950575.500000 Penalty: 1069.871338
	Iteration 87Q: 3 clusters Score -6950576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 118687 members 
Entering Unmasked Estep 
Score: -6950573.000000 Penalty: 1069.871338
	Iteration 88Q: 3 clusters Score -6950573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
Score: -6950586.500000 Penalty: 1069.871338
	Iteration 89Q: 3 clusters Score -6950586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 118666 members 
Entering Unmasked Estep 
Score: -6950586.000000 Penalty: 1069.871338
	Iteration 90Q: 3 clusters Score -6950586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 118657 members 
Entering Unmasked Estep 
Score: -6950583.500000 Penalty: 1069.871338
	Iteration 91Q: 3 clusters Score -6950584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 118652 members 
Entering Unmasked Estep 
Score: -6950588.000000 Penalty: 1069.871338
	Iteration 92Q: 3 clusters Score -6950588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 118649 members 
Entering Unmasked Estep 
Score: -6950585.000000 Penalty: 1069.871338
	Iteration 93Q: 3 clusters Score -6950585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 118648 members 
Entering Unmasked Estep 
Score: -6950581.500000 Penalty: 1069.871338
	Iteration 94Q: 3 clusters Score -6950582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 118648 members 
Entering Unmasked Estep 
Score: -6950581.500000 Penalty: 1069.871338
	Iteration 95F: 3 clusters Score -6950582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 92554 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 21597 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 141250 members 
Mstep: Class 8 contains 101349 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 76645 members 
Mstep: Class 11 contains 46746 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 2733 members 
Mstep: Class 18 contains 67766 members 
Mstep: Class 19 contains 38252 members 
Mstep: Class 20 contains 79542 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 99335 members 
Mstep: Class 23 contains 98317 members 
Mstep: Class 24 contains 15763 members 
Mstep: Class 25 contains 64546 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 163378 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 103703 members 
Mstep: Class 31 contains 79094 members 
Mstep: Class 32 contains 8974 members 
Mstep: Class 33 contains 66785 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 2153 members 
Mstep: Class 36 contains 120301 members 
Mstep: Class 37 contains 6623 members 
Mstep: Class 38 contains 17212 members 
Mstep: Class 39 contains 118648 members 
Entering Unmasked Estep 
Score: -87382136.000000 Penalty: 25488.560547
Splitting cluster 32 changes total score from -87381784.000000 to -87382136.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 33 (66785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Entering Unmasked Estep 
Score: -3566926.000000 Penalty: 505.470154
	Iteration 0F: 2 clusters Score -3566926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -3521872.500000 Penalty: 1010.940308
	Iteration 0F: 3 clusters Score -3521872 nChanged 32526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -3542501.250000 Penalty: 1010.940308
	Iteration 1F: 3 clusters Score -3542501 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3543604.500000 Penalty: 1010.940308
	Iteration 2Q: 3 clusters Score -3543604 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -3544863.000000 Penalty: 1010.940308
	Iteration 3Q: 3 clusters Score -3544863 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -3546336.750000 Penalty: 1010.940308
	Iteration 4Q: 3 clusters Score -3546337 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3548285.500000 Penalty: 1010.940308
	Iteration 5F: 3 clusters Score -3548286 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3550891.750000 Penalty: 1010.940308
	Iteration 6F: 3 clusters Score -3550892 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3553738.500000 Penalty: 1010.940308
	Iteration 7F: 3 clusters Score -3553738 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -3555950.000000 Penalty: 1010.940308
	Iteration 8F: 3 clusters Score -3555950 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3557302.750000 Penalty: 1010.940308
	Iteration 9Q: 3 clusters Score -3557303 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3557959.000000 Penalty: 1010.940308
	Iteration 10Q: 3 clusters Score -3557959 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -3558379.750000 Penalty: 1010.940308
	Iteration 11Q: 3 clusters Score -3558380 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3558778.250000 Penalty: 1010.940308
	Iteration 12Q: 3 clusters Score -3558778 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3559071.000000 Penalty: 1010.940308
	Iteration 13Q: 3 clusters Score -3559071 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -3559361.750000 Penalty: 1010.940308
	Iteration 14Q: 3 clusters Score -3559362 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3559632.250000 Penalty: 1010.940308
	Iteration 15Q: 3 clusters Score -3559632 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -3559861.000000 Penalty: 1010.940308
	Iteration 16Q: 3 clusters Score -3559861 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3560077.000000 Penalty: 1010.940308
	Iteration 17Q: 3 clusters Score -3560077 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -3560337.250000 Penalty: 1010.940308
	Iteration 18Q: 3 clusters Score -3560337 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3560559.250000 Penalty: 1010.940308
	Iteration 19Q: 3 clusters Score -3560559 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3560845.250000 Penalty: 1010.940308
	Iteration 20F: 3 clusters Score -3560845 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3561115.250000 Penalty: 1010.940308
	Iteration 21Q: 3 clusters Score -3561115 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3561398.750000 Penalty: 1010.940308
	Iteration 22Q: 3 clusters Score -3561399 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3561626.750000 Penalty: 1010.940308
	Iteration 23Q: 3 clusters Score -3561627 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3561880.500000 Penalty: 1010.940308
	Iteration 24Q: 3 clusters Score -3561880 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3562135.500000 Penalty: 1010.940308
	Iteration 25Q: 3 clusters Score -3562136 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3562344.750000 Penalty: 1010.940308
	Iteration 26Q: 3 clusters Score -3562345 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3562527.500000 Penalty: 1010.940308
	Iteration 27Q: 3 clusters Score -3562528 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3562678.250000 Penalty: 1010.940308
	Iteration 28Q: 3 clusters Score -3562678 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3562821.500000 Penalty: 1010.940308
	Iteration 29Q: 3 clusters Score -3562822 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3562947.750000 Penalty: 1010.940308
	Iteration 30Q: 3 clusters Score -3562948 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3563053.750000 Penalty: 1010.940308
	Iteration 31Q: 3 clusters Score -3563054 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3563134.500000 Penalty: 1010.940308
	Iteration 32Q: 3 clusters Score -3563134 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3563225.750000 Penalty: 1010.940308
	Iteration 33Q: 3 clusters Score -3563226 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -3563299.500000 Penalty: 1010.940308
	Iteration 34Q: 3 clusters Score -3563300 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3563374.750000 Penalty: 1010.940308
	Iteration 35Q: 3 clusters Score -3563375 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3563421.000000 Penalty: 1010.940308
	Iteration 36Q: 3 clusters Score -3563421 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3563452.000000 Penalty: 1010.940308
	Iteration 37Q: 3 clusters Score -3563452 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3563500.250000 Penalty: 1010.940308
	Iteration 38Q: 3 clusters Score -3563500 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3563563.250000 Penalty: 1010.940308
	Iteration 39Q: 3 clusters Score -3563563 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3563593.250000 Penalty: 1010.940308
	Iteration 40F: 3 clusters Score -3563593 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3563611.750000 Penalty: 1010.940308
	Iteration 41Q: 3 clusters Score -3563612 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3563649.750000 Penalty: 1010.940308
	Iteration 42Q: 3 clusters Score -3563650 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3563697.500000 Penalty: 1010.940308
	Iteration 43Q: 3 clusters Score -3563698 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3563724.250000 Penalty: 1010.940308
	Iteration 44Q: 3 clusters Score -3563724 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3563762.750000 Penalty: 1010.940308
	Iteration 45Q: 3 clusters Score -3563763 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3563795.750000 Penalty: 1010.940308
	Iteration 46Q: 3 clusters Score -3563796 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3563824.000000 Penalty: 1010.940308
	Iteration 47Q: 3 clusters Score -3563824 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3563842.750000 Penalty: 1010.940308
	Iteration 48Q: 3 clusters Score -3563843 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3563856.500000 Penalty: 1010.940308
	Iteration 49Q: 3 clusters Score -3563856 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -3563872.250000 Penalty: 1010.940308
	Iteration 50Q: 3 clusters Score -3563872 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52264 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3563904.250000 Penalty: 1010.940308
	Iteration 51Q: 3 clusters Score -3563904 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3563945.750000 Penalty: 1010.940308
	Iteration 52Q: 3 clusters Score -3563946 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3563973.250000 Penalty: 1010.940308
	Iteration 53Q: 3 clusters Score -3563973 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3564019.250000 Penalty: 1010.940308
	Iteration 54Q: 3 clusters Score -3564019 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3564052.750000 Penalty: 1010.940308
	Iteration 55Q: 3 clusters Score -3564053 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3564071.500000 Penalty: 1010.940308
	Iteration 56Q: 3 clusters Score -3564072 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3564119.000000 Penalty: 1010.940308
	Iteration 57Q: 3 clusters Score -3564119 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3564183.500000 Penalty: 1010.940308
	Iteration 58Q: 3 clusters Score -3564184 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3564229.000000 Penalty: 1010.940308
	Iteration 59Q: 3 clusters Score -3564229 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3564301.250000 Penalty: 1010.940308
	Iteration 60F: 3 clusters Score -3564301 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3564373.500000 Penalty: 1010.940308
	Iteration 61Q: 3 clusters Score -3564374 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3564454.000000 Penalty: 1010.940308
	Iteration 62Q: 3 clusters Score -3564454 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3564527.250000 Penalty: 1010.940308
	Iteration 63Q: 3 clusters Score -3564527 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -3564582.000000 Penalty: 1010.940308
	Iteration 64Q: 3 clusters Score -3564582 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3564660.000000 Penalty: 1010.940308
	Iteration 65Q: 3 clusters Score -3564660 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3564702.750000 Penalty: 1010.940308
	Iteration 66Q: 3 clusters Score -3564703 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57193 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3564765.500000 Penalty: 1010.940308
	Iteration 67Q: 3 clusters Score -3564766 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3564820.750000 Penalty: 1010.940308
	Iteration 68Q: 3 clusters Score -3564821 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3564901.500000 Penalty: 1010.940308
	Iteration 69Q: 3 clusters Score -3564902 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3564931.750000 Penalty: 1010.940308
	Iteration 70Q: 3 clusters Score -3564932 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3564996.750000 Penalty: 1010.940308
	Iteration 71Q: 3 clusters Score -3564997 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3565059.250000 Penalty: 1010.940308
	Iteration 72Q: 3 clusters Score -3565059 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3565133.750000 Penalty: 1010.940308
	Iteration 73Q: 3 clusters Score -3565134 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -3565198.000000 Penalty: 1010.940308
	Iteration 74Q: 3 clusters Score -3565198 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3565263.750000 Penalty: 1010.940308
	Iteration 75Q: 3 clusters Score -3565264 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3565326.000000 Penalty: 1010.940308
	Iteration 76Q: 3 clusters Score -3565326 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3565383.250000 Penalty: 1010.940308
	Iteration 77Q: 3 clusters Score -3565383 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -3565447.250000 Penalty: 1010.940308
	Iteration 78Q: 3 clusters Score -3565447 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -3565508.000000 Penalty: 1010.940308
	Iteration 79Q: 3 clusters Score -3565508 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3565558.750000 Penalty: 1010.940308
	Iteration 80F: 3 clusters Score -3565559 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3565621.250000 Penalty: 1010.940308
	Iteration 81Q: 3 clusters Score -3565621 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3565679 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3565711.750000 Penalty: 1010.940308
	Iteration 83Q: 3 clusters Score -3565712 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3565758.500000 Penalty: 1010.940308
	Iteration 84Q: 3 clusters Score -3565758 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3565807.250000 Penalty: 1010.940308
	Iteration 85Q: 3 clusters Score -3565807 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3565845.000000 Penalty: 1010.940308
	Iteration 86Q: 3 clusters Score -3565845 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3565886.250000 Penalty: 1010.940308
	Iteration 87Q: 3 clusters Score -3565886 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3565921.500000 Penalty: 1010.940308
	Iteration 88Q: 3 clusters Score -3565922 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3565951.250000 Penalty: 1010.940308
	Iteration 89Q: 3 clusters Score -3565951 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3565978.000000 Penalty: 1010.940308
	Iteration 90Q: 3 clusters Score -3565978 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63208 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3566015.500000 Penalty: 1010.940308
	Iteration 91Q: 3 clusters Score -3566016 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3566051.500000 Penalty: 1010.940308
	Iteration 92Q: 3 clusters Score -3566052 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63527 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3566081.250000 Penalty: 1010.940308
	Iteration 93Q: 3 clusters Score -3566081 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3566107.750000 Penalty: 1010.940308
	Iteration 94Q: 3 clusters Score -3566108 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3566125.500000 Penalty: 1010.940308
	Iteration 95Q: 3 clusters Score -3566126 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3566155.000000 Penalty: 1010.940308
	Iteration 96Q: 3 clusters Score -3566155 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3566184.000000 Penalty: 1010.940308
	Iteration 97Q: 3 clusters Score -3566184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3566199.750000 Penalty: 1010.940308
	Iteration 98Q: 3 clusters Score -3566200 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3566224.500000 Penalty: 1010.940308
	Iteration 99Q: 3 clusters Score -3566224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3566238.750000 Penalty: 1010.940308
	Iteration 100F: 3 clusters Score -3566239 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3566252.250000 Penalty: 1010.940308
	Iteration 101Q: 3 clusters Score -3566252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3566279.500000 Penalty: 1010.940308
	Iteration 102Q: 3 clusters Score -3566280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64598 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3566303.000000 Penalty: 1010.940308
	Iteration 103Q: 3 clusters Score -3566303 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3566313.250000 Penalty: 1010.940308
	Iteration 104Q: 3 clusters Score -3566313 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3566340.750000 Penalty: 1010.940308
	Iteration 105Q: 3 clusters Score -3566341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64817 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3566354.000000 Penalty: 1010.940308
	Iteration 106Q: 3 clusters Score -3566354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3566365.000000 Penalty: 1010.940308
	Iteration 107Q: 3 clusters Score -3566365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3566370.750000 Penalty: 1010.940308
	Iteration 108Q: 3 clusters Score -3566371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3566369.250000 Penalty: 1010.940308
	Iteration 109Q: 3 clusters Score -3566369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3566389.000000 Penalty: 1010.940308
	Iteration 110Q: 3 clusters Score -3566389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65041 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3566396.000000 Penalty: 1010.940308
	Iteration 111Q: 3 clusters Score -3566396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3566394.750000 Penalty: 1010.940308
	Iteration 112Q: 3 clusters Score -3566395 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65125 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3566401.000000 Penalty: 1010.940308
	Iteration 113Q: 3 clusters Score -3566401 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3566413.500000 Penalty: 1010.940308
	Iteration 114Q: 3 clusters Score -3566414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3566416.000000 Penalty: 1010.940308
	Iteration 115Q: 3 clusters Score -3566416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65223 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3566417.500000 Penalty: 1010.940308
	Iteration 116Q: 3 clusters Score -3566418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65252 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3566423.500000 Penalty: 1010.940308
	Iteration 117Q: 3 clusters Score -3566424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65277 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3566429.750000 Penalty: 1010.940308
	Iteration 118Q: 3 clusters Score -3566430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3566434.750000 Penalty: 1010.940308
	Iteration 119Q: 3 clusters Score -3566435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3566434.250000 Penalty: 1010.940308
	Iteration 120F: 3 clusters Score -3566434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3566427.750000 Penalty: 1010.940308
	Iteration 121Q: 3 clusters Score -3566428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3566429.500000 Penalty: 1010.940308
	Iteration 122Q: 3 clusters Score -3566430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3566431.000000 Penalty: 1010.940308
	Iteration 123Q: 3 clusters Score -3566431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3566429.750000 Penalty: 1010.940308
	Iteration 124Q: 3 clusters Score -3566430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3566433.750000 Penalty: 1010.940308
	Iteration 125Q: 3 clusters Score -3566434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3566436.750000 Penalty: 1010.940308
	Iteration 126Q: 3 clusters Score -3566437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3566433.500000 Penalty: 1010.940308
	Iteration 127Q: 3 clusters Score -3566434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3566433.250000 Penalty: 1010.940308
	Iteration 128Q: 3 clusters Score -3566433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3566433.000000 Penalty: 1010.940308
	Iteration 129Q: 3 clusters Score -3566433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3566430.000000 Penalty: 1010.940308
	Iteration 130Q: 3 clusters Score -3566430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3566431.250000 Penalty: 1010.940308
	Iteration 131Q: 3 clusters Score -3566431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3566436.750000 Penalty: 1010.940308
	Iteration 132Q: 3 clusters Score -3566437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3566434.000000 Penalty: 1010.940308
	Iteration 133Q: 3 clusters Score -3566434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3566430.250000 Penalty: 1010.940308
	Iteration 134Q: 3 clusters Score -3566430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3566426.750000 Penalty: 1010.940308
	Iteration 135Q: 3 clusters Score -3566427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3566428.500000 Penalty: 1010.940308
	Iteration 136Q: 3 clusters Score -3566428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3566422.000000 Penalty: 1010.940308
	Iteration 137Q: 3 clusters Score -3566422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3566425.500000 Penalty: 1010.940308
	Iteration 138Q: 3 clusters Score -3566426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3566424.500000 Penalty: 1010.940308
	Iteration 139Q: 3 clusters Score -3566424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65590 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3566425.750000 Penalty: 1010.940308
	Iteration 140F: 3 clusters Score -3566426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3566427.500000 Penalty: 1010.940308
	Iteration 141Q: 3 clusters Score -3566428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3566429.750000 Penalty: 1010.940308
	Iteration 142Q: 3 clusters Score -3566430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65630 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3566429.750000 Penalty: 1010.940308
	Iteration 143Q: 3 clusters Score -3566430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3566429.250000 Penalty: 1010.940308
	Iteration 144Q: 3 clusters Score -3566429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3566429.500000 Penalty: 1010.940308
	Iteration 145Q: 3 clusters Score -3566430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3566427.000000 Penalty: 1010.940308
	Iteration 146Q: 3 clusters Score -3566427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3566428.750000 Penalty: 1010.940308
	Iteration 147Q: 3 clusters Score -3566429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3566429.500000 Penalty: 1010.940308
	Iteration 148Q: 3 clusters Score -3566430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3566429.250000 Penalty: 1010.940308
	Iteration 149Q: 3 clusters Score -3566429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3566426.750000 Penalty: 1010.940308
	Iteration 150Q: 3 clusters Score -3566427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65672 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3566430.000000 Penalty: 1010.940308
	Iteration 151Q: 3 clusters Score -3566430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3566427.500000 Penalty: 1010.940308
	Iteration 152Q: 3 clusters Score -3566428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3566427.000000 Penalty: 1010.940308
	Iteration 153Q: 3 clusters Score -3566427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3566427.000000 Penalty: 1010.940308
	Iteration 154Q: 3 clusters Score -3566427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3566426.500000 Penalty: 1010.940308
	Iteration 155Q: 3 clusters Score -3566426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3566428.250000 Penalty: 1010.940308
	Iteration 156Q: 3 clusters Score -3566428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3566430.250000 Penalty: 1010.940308
	Iteration 157Q: 3 clusters Score -3566430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3566433.250000 Penalty: 1010.940308
	Iteration 158Q: 3 clusters Score -3566433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3566433.750000 Penalty: 1010.940308
	Iteration 159Q: 3 clusters Score -3566434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3566430.500000 Penalty: 1010.940308
	Iteration 160F: 3 clusters Score -3566430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3566430.250000 Penalty: 1010.940308
	Iteration 161Q: 3 clusters Score -3566430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3566429.250000 Penalty: 1010.940308
	Iteration 162Q: 3 clusters Score -3566429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3566429.250000 Penalty: 1010.940308
	Iteration 163F: 3 clusters Score -3566429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -57874.121094 Penalty: 316.566132
	Iteration 0F: 2 clusters Score -57874.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -57047.011719 Penalty: 633.132263
	Iteration 0F: 3 clusters Score -57047.01 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -57309.953125 Penalty: 633.132263
	Iteration 1F: 3 clusters Score -57309.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -57372.343750 Penalty: 633.132263
	Iteration 2F: 3 clusters Score -57372.34 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -57414.160156 Penalty: 633.132263
	Iteration 3F: 3 clusters Score -57414.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -57441.882812 Penalty: 633.132263
	Iteration 4Q: 3 clusters Score -57441.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -57458.285156 Penalty: 633.132263
	Iteration 5Q: 3 clusters Score -57458.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -57480.699219 Penalty: 633.132263
	Iteration 6Q: 3 clusters Score -57480.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -57508.929688 Penalty: 633.132263
	Iteration 7Q: 3 clusters Score -57508.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -57527.593750 Penalty: 633.132263
	Iteration 8Q: 3 clusters Score -57527.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -57537.371094 Penalty: 633.132263
	Iteration 9Q: 3 clusters Score -57537.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -57543.210938 Penalty: 633.132263
	Iteration 10Q: 3 clusters Score -57543.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -57547.390625 Penalty: 633.132263
	Iteration 11Q: 3 clusters Score -57547.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -57549.785156 Penalty: 633.132263
	Iteration 12Q: 3 clusters Score -57549.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -57550.675781 Penalty: 633.132263
	Iteration 13Q: 3 clusters Score -57550.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -57551.085938 Penalty: 633.132263
	Iteration 14Q: 3 clusters Score -57551.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -57552.601562 Penalty: 633.132263
	Iteration 15Q: 3 clusters Score -57552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -57554.203125 Penalty: 633.132263
	Iteration 16Q: 3 clusters Score -57554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -57557.238281 Penalty: 633.132263
	Iteration 17Q: 3 clusters Score -57557.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -57561.929688 Penalty: 633.132263
	Iteration 18Q: 3 clusters Score -57561.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -57564.339844 Penalty: 633.132263
	Iteration 19Q: 3 clusters Score -57564.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -57565.429688 Penalty: 633.132263
	Iteration 20F: 3 clusters Score -57565.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -57565.925781 Penalty: 633.132263
	Iteration 21Q: 3 clusters Score -57565.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -57568.058594 Penalty: 633.132263
	Iteration 22Q: 3 clusters Score -57568.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -57569.109375 Penalty: 633.132263
	Iteration 23Q: 3 clusters Score -57569.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -57570.742188 Penalty: 633.132263
	Iteration 24Q: 3 clusters Score -57570.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -57571.699219 Penalty: 633.132263
	Iteration 25Q: 3 clusters Score -57571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -57571.699219 Penalty: 633.132263
	Iteration 26F: 3 clusters Score -57571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -100369.562500 Penalty: 349.195099
	Iteration 0F: 2 clusters Score -100369.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -98916.445312 Penalty: 698.390198
	Iteration 0F: 3 clusters Score -98916.45 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -99818.875000 Penalty: 698.390198
	Iteration 1F: 3 clusters Score -99818.88 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -100202.070312 Penalty: 698.390198
	Iteration 2F: 3 clusters Score -100202.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -100457.460938 Penalty: 698.390198
	Iteration 3F: 3 clusters Score -100457.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -100622.390625 Penalty: 698.390198
	Iteration 4F: 3 clusters Score -100622.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -100846.492188 Penalty: 698.390198
	Iteration 5Q: 3 clusters Score -100846.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100978.968750 Penalty: 698.390198
	Iteration 6Q: 3 clusters Score -100979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100996.945312 Penalty: 698.390198
	Iteration 7Q: 3 clusters Score -100996.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -101001.406250 Penalty: 698.390198
	Iteration 8Q: 3 clusters Score -101001.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101002.601562 Penalty: 698.390198
	Iteration 9Q: 3 clusters Score -101002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101004.570312 Penalty: 698.390198
	Iteration 10Q: 3 clusters Score -101004.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101009.281250 Penalty: 698.390198
	Iteration 11Q: 3 clusters Score -101009.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101014.359375 Penalty: 698.390198
	Iteration 12Q: 3 clusters Score -101014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101016.328125 Penalty: 698.390198
	Iteration 13Q: 3 clusters Score -101016.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101016.734375 Penalty: 698.390198
	Iteration 14Q: 3 clusters Score -101016.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -101017.703125 Penalty: 698.390198
	Iteration 15Q: 3 clusters Score -101017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101018.585938 Penalty: 698.390198
	Iteration 16Q: 3 clusters Score -101018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101019.414062 Penalty: 698.390198
	Iteration 17Q: 3 clusters Score -101019.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101020.148438 Penalty: 698.390198
	Iteration 18Q: 3 clusters Score -101020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -101021.171875 Penalty: 698.390198
	Iteration 19Q: 3 clusters Score -101021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -101022.046875 Penalty: 698.390198
	Iteration 20F: 3 clusters Score -101022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -101022.078125 Penalty: 698.390198
	Iteration 21Q: 3 clusters Score -101022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101022.273438 Penalty: 698.390198
	Iteration 22Q: 3 clusters Score -101022.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101022.273438 Penalty: 698.390198
	Iteration 23F: 3 clusters Score -101022.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 92554 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 21597 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 141250 members 
Mstep: Class 8 contains 101349 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 76645 members 
Mstep: Class 11 contains 46746 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 2733 members 
Mstep: Class 18 contains 67766 members 
Mstep: Class 19 contains 38252 members 
Mstep: Class 20 contains 79542 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 99335 members 
Mstep: Class 23 contains 98317 members 
Mstep: Class 24 contains 15763 members 
Mstep: Class 25 contains 64546 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 163378 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 103703 members 
Mstep: Class 31 contains 79094 members 
Mstep: Class 32 contains 8974 members 
Mstep: Class 33 contains 66785 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 1820 members 
Mstep: Class 36 contains 120301 members 
Mstep: Class 37 contains 6623 members 
Mstep: Class 38 contains 17212 members 
Mstep: Class 39 contains 118648 members 
Mstep: Class 40 contains 333 members 
Entering Unmasked Estep 
Score: -87382712.000000 Penalty: 26142.113281
Splitting cluster 35 changes total score from -87381784.000000 to -87382712.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 36 (120301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120301 members 
Entering Unmasked Estep 
Score: -6281441.500000 Penalty: 532.247742
	Iteration 0F: 2 clusters Score -6281442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 59997 members 
Entering Unmasked Estep 
Score: -6200625.000000 Penalty: 1064.495483
	Iteration 0F: 3 clusters Score -6200625 nChanged 58991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -6236961.000000 Penalty: 1064.495483
	Iteration 1F: 3 clusters Score -6236961 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -6238757.000000 Penalty: 1064.495483
	Iteration 2Q: 3 clusters Score -6238757 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -6241623.500000 Penalty: 1064.495483
	Iteration 3Q: 3 clusters Score -6241624 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -6246330.500000 Penalty: 1064.495483
	Iteration 4F: 3 clusters Score -6246330 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -6252566.000000 Penalty: 1064.495483
	Iteration 5F: 3 clusters Score -6252566 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -6258534.500000 Penalty: 1064.495483
	Iteration 6F: 3 clusters Score -6258534 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -6261625.000000 Penalty: 1064.495483
	Iteration 7F: 3 clusters Score -6261625 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -6262809.000000 Penalty: 1064.495483
	Iteration 8Q: 3 clusters Score -6262809 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -6263480.000000 Penalty: 1064.495483
	Iteration 9Q: 3 clusters Score -6263480 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78492 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -6264127.000000 Penalty: 1064.495483
	Iteration 10Q: 3 clusters Score -6264127 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -6264761.500000 Penalty: 1064.495483
	Iteration 11Q: 3 clusters Score -6264762 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -6265390.500000 Penalty: 1064.495483
	Iteration 12Q: 3 clusters Score -6265390 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -6266094.500000 Penalty: 1064.495483
	Iteration 13Q: 3 clusters Score -6266094 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83774 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -6266862.500000 Penalty: 1064.495483
	Iteration 14Q: 3 clusters Score -6266862 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84966 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -6267561.500000 Penalty: 1064.495483
	Iteration 15Q: 3 clusters Score -6267562 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86151 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -6268323.000000 Penalty: 1064.495483
	Iteration 16Q: 3 clusters Score -6268323 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -6269060.000000 Penalty: 1064.495483
	Iteration 17Q: 3 clusters Score -6269060 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -6269827.500000 Penalty: 1064.495483
	Iteration 18Q: 3 clusters Score -6269828 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -6270485.500000 Penalty: 1064.495483
	Iteration 19Q: 3 clusters Score -6270486 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90509 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -6271160.500000 Penalty: 1064.495483
	Iteration 20F: 3 clusters Score -6271160 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91484 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -6271735.500000 Penalty: 1064.495483
	Iteration 21Q: 3 clusters Score -6271736 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92422 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -6272266.000000 Penalty: 1064.495483
	Iteration 22Q: 3 clusters Score -6272266 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93298 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -6272771.500000 Penalty: 1064.495483
	Iteration 23Q: 3 clusters Score -6272772 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94140 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -6273188.000000 Penalty: 1064.495483
	Iteration 24Q: 3 clusters Score -6273188 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94929 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -6273575.500000 Penalty: 1064.495483
	Iteration 25Q: 3 clusters Score -6273576 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95674 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -6273928.500000 Penalty: 1064.495483
	Iteration 26Q: 3 clusters Score -6273928 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -6274213.000000 Penalty: 1064.495483
	Iteration 27Q: 3 clusters Score -6274213 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97209 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -6274494.000000 Penalty: 1064.495483
	Iteration 28Q: 3 clusters Score -6274494 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98004 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -6274706.000000 Penalty: 1064.495483
	Iteration 29Q: 3 clusters Score -6274706 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98740 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -6274871.500000 Penalty: 1064.495483
	Iteration 30Q: 3 clusters Score -6274872 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -6275062.500000 Penalty: 1064.495483
	Iteration 31Q: 3 clusters Score -6275062 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100207 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -6275166.500000 Penalty: 1064.495483
	Iteration 32Q: 3 clusters Score -6275166 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -6275298.500000 Penalty: 1064.495483
	Iteration 33Q: 3 clusters Score -6275298 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -6275470.000000 Penalty: 1064.495483
	Iteration 34Q: 3 clusters Score -6275470 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102468 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -6275627.000000 Penalty: 1064.495483
	Iteration 35Q: 3 clusters Score -6275627 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103240 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -6275800.000000 Penalty: 1064.495483
	Iteration 36Q: 3 clusters Score -6275800 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104067 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -6276020.500000 Penalty: 1064.495483
	Iteration 37Q: 3 clusters Score -6276020 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104931 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -6276267.500000 Penalty: 1064.495483
	Iteration 38Q: 3 clusters Score -6276268 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105836 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -6276512.000000 Penalty: 1064.495483
	Iteration 39Q: 3 clusters Score -6276512 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -6276749.500000 Penalty: 1064.495483
	Iteration 40F: 3 clusters Score -6276750 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -6277068.000000 Penalty: 1064.495483
	Iteration 41Q: 3 clusters Score -6277068 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -6277484.000000 Penalty: 1064.495483
	Iteration 42Q: 3 clusters Score -6277484 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109835 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -6278017.500000 Penalty: 1064.495483
	Iteration 43Q: 3 clusters Score -6278018 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110863 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -6278469.500000 Penalty: 1064.495483
	Iteration 44Q: 3 clusters Score -6278470 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111845 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -6278890.500000 Penalty: 1064.495483
	Iteration 45Q: 3 clusters Score -6278890 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112707 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -6279225.000000 Penalty: 1064.495483
	Iteration 46Q: 3 clusters Score -6279225 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113477 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -6279469.500000 Penalty: 1064.495483
	Iteration 47Q: 3 clusters Score -6279470 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114153 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -6279685.000000 Penalty: 1064.495483
	Iteration 48Q: 3 clusters Score -6279685 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114748 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -6279844.000000 Penalty: 1064.495483
	Iteration 49Q: 3 clusters Score -6279844 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6280008.500000 Penalty: 1064.495483
	Iteration 50Q: 3 clusters Score -6280008 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115674 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -6280121.000000 Penalty: 1064.495483
	Iteration 51Q: 3 clusters Score -6280121 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116067 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6280213.000000 Penalty: 1064.495483
	Iteration 52Q: 3 clusters Score -6280213 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116439 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -6280303.000000 Penalty: 1064.495483
	Iteration 53Q: 3 clusters Score -6280303 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116748 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6280387.000000 Penalty: 1064.495483
	Iteration 54Q: 3 clusters Score -6280387 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117001 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -6280454.000000 Penalty: 1064.495483
	Iteration 55Q: 3 clusters Score -6280454 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117235 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -6280503.000000 Penalty: 1064.495483
	Iteration 56Q: 3 clusters Score -6280503 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6280555.500000 Penalty: 1064.495483
	Iteration 57Q: 3 clusters Score -6280556 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117622 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6280569.500000 Penalty: 1064.495483
	Iteration 58Q: 3 clusters Score -6280570 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117786 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6280625.000000 Penalty: 1064.495483
	Iteration 59Q: 3 clusters Score -6280625 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117929 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6280658.500000 Penalty: 1064.495483
	Iteration 60F: 3 clusters Score -6280658 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -6280697.000000 Penalty: 1064.495483
	Iteration 61Q: 3 clusters Score -6280697 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118192 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6280730.500000 Penalty: 1064.495483
	Iteration 62Q: 3 clusters Score -6280730 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118293 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6280765.000000 Penalty: 1064.495483
	Iteration 63Q: 3 clusters Score -6280765 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118396 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6280787.500000 Penalty: 1064.495483
	Iteration 64Q: 3 clusters Score -6280788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118487 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6280814.000000 Penalty: 1064.495483
	Iteration 65Q: 3 clusters Score -6280814 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118564 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6280831.000000 Penalty: 1064.495483
	Iteration 66Q: 3 clusters Score -6280831 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118641 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6280842.500000 Penalty: 1064.495483
	Iteration 67Q: 3 clusters Score -6280842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118724 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6280871.500000 Penalty: 1064.495483
	Iteration 68Q: 3 clusters Score -6280872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6280888.500000 Penalty: 1064.495483
	Iteration 69Q: 3 clusters Score -6280888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6280900.000000 Penalty: 1064.495483
	Iteration 70Q: 3 clusters Score -6280900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118941 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6280914.500000 Penalty: 1064.495483
	Iteration 71Q: 3 clusters Score -6280914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119016 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -6280931.000000 Penalty: 1064.495483
	Iteration 72Q: 3 clusters Score -6280931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119074 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6280948.000000 Penalty: 1064.495483
	Iteration 73Q: 3 clusters Score -6280948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119119 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6280952.000000 Penalty: 1064.495483
	Iteration 74Q: 3 clusters Score -6280952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6280955.000000 Penalty: 1064.495483
	Iteration 75Q: 3 clusters Score -6280955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119188 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6280961.500000 Penalty: 1064.495483
	Iteration 76Q: 3 clusters Score -6280962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119224 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6280970.000000 Penalty: 1064.495483
	Iteration 77Q: 3 clusters Score -6280970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119252 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6280978.000000 Penalty: 1064.495483
	Iteration 78Q: 3 clusters Score -6280978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119274 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6280977.000000 Penalty: 1064.495483
	Iteration 79Q: 3 clusters Score -6280977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119295 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6280969.500000 Penalty: 1064.495483
	Iteration 80F: 3 clusters Score -6280970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119318 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6280972.000000 Penalty: 1064.495483
	Iteration 81Q: 3 clusters Score -6280972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119337 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6280980.000000 Penalty: 1064.495483
	Iteration 82Q: 3 clusters Score -6280980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119356 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6280981.500000 Penalty: 1064.495483
	Iteration 83Q: 3 clusters Score -6280982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6280987.500000 Penalty: 1064.495483
	Iteration 84Q: 3 clusters Score -6280988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119386 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6280997.000000 Penalty: 1064.495483
	Iteration 85Q: 3 clusters Score -6280997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119396 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6280997.500000 Penalty: 1064.495483
	Iteration 86Q: 3 clusters Score -6280998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6281000.000000 Penalty: 1064.495483
	Iteration 87Q: 3 clusters Score -6281000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6281001.000000 Penalty: 1064.495483
	Iteration 88Q: 3 clusters Score -6281001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6281002.000000 Penalty: 1064.495483
	Iteration 89Q: 3 clusters Score -6281002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119409 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6280998.000000 Penalty: 1064.495483
	Iteration 90Q: 3 clusters Score -6280998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6281001.500000 Penalty: 1064.495483
	Iteration 91Q: 3 clusters Score -6281002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6280997.500000 Penalty: 1064.495483
	Iteration 92Q: 3 clusters Score -6280998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119423 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6280997.500000 Penalty: 1064.495483
	Iteration 93Q: 3 clusters Score -6280998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119432 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6280997.500000 Penalty: 1064.495483
	Iteration 94Q: 3 clusters Score -6280998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6280996.500000 Penalty: 1064.495483
	Iteration 95Q: 3 clusters Score -6280996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119445 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6280999.500000 Penalty: 1064.495483
	Iteration 96Q: 3 clusters Score -6281000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119452 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6281004.500000 Penalty: 1064.495483
	Iteration 97Q: 3 clusters Score -6281004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119457 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6281002.500000 Penalty: 1064.495483
	Iteration 98Q: 3 clusters Score -6281002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119463 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6281004.500000 Penalty: 1064.495483
	Iteration 99Q: 3 clusters Score -6281004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119467 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6281010.500000 Penalty: 1064.495483
	Iteration 100F: 3 clusters Score -6281010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6281012.000000 Penalty: 1064.495483
	Iteration 101Q: 3 clusters Score -6281012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6281013.000000 Penalty: 1064.495483
	Iteration 102Q: 3 clusters Score -6281013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6281013.000000 Penalty: 1064.495483
	Iteration 103F: 3 clusters Score -6281013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -352639.531250 Penalty: 400.322815
	Iteration 0F: 2 clusters Score -352639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -348266.000000 Penalty: 800.645630
	Iteration 0F: 3 clusters Score -348266 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -350084.281250 Penalty: 800.645630
	Iteration 1F: 3 clusters Score -350084.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -350409.937500 Penalty: 800.645630
	Iteration 2F: 3 clusters Score -350409.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -350869.750000 Penalty: 800.645630
	Iteration 3F: 3 clusters Score -350869.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -351350.125000 Penalty: 800.645630
	Iteration 4F: 3 clusters Score -351350.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -351814.500000 Penalty: 800.645630
	Iteration 5F: 3 clusters Score -351814.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -352110.000000 Penalty: 800.645630
	Iteration 6Q: 3 clusters Score -352110 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -352258.593750 Penalty: 800.645630
	Iteration 7Q: 3 clusters Score -352258.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -352305.750000 Penalty: 800.645630
	Iteration 8Q: 3 clusters Score -352305.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -352324.437500 Penalty: 800.645630
	Iteration 9Q: 3 clusters Score -352324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -352337.687500 Penalty: 800.645630
	Iteration 10Q: 3 clusters Score -352337.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -352348.437500 Penalty: 800.645630
	Iteration 11Q: 3 clusters Score -352348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -352351.531250 Penalty: 800.645630
	Iteration 12Q: 3 clusters Score -352351.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -352359.906250 Penalty: 800.645630
	Iteration 13Q: 3 clusters Score -352359.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -352361.281250 Penalty: 800.645630
	Iteration 14Q: 3 clusters Score -352361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -352362.312500 Penalty: 800.645630
	Iteration 15Q: 3 clusters Score -352362.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -352362.312500 Penalty: 800.645630
	Iteration 16F: 3 clusters Score -352362.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (17212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Entering Unmasked Estep 
Score: -935982.875000 Penalty: 443.777954
	Iteration 0F: 2 clusters Score -935982.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -924427.062500 Penalty: 887.555908
	Iteration 0F: 3 clusters Score -924427.1 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -929281.625000 Penalty: 887.555908
	Iteration 1F: 3 clusters Score -929281.6 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -929691.062500 Penalty: 887.555908
	Iteration 2F: 3 clusters Score -929691.1 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -930283.500000 Penalty: 887.555908
	Iteration 3F: 3 clusters Score -930283.5 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -931142.375000 Penalty: 887.555908
	Iteration 4F: 3 clusters Score -931142.4 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -932402.437500 Penalty: 887.555908
	Iteration 5F: 3 clusters Score -932402.4 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -933757.687500 Penalty: 887.555908
	Iteration 6F: 3 clusters Score -933757.7 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -934805.187500 Penalty: 887.555908
	Iteration 7F: 3 clusters Score -934805.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -935335.375000 Penalty: 887.555908
	Iteration 8Q: 3 clusters Score -935335.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -935503.500000 Penalty: 887.555908
	Iteration 9Q: 3 clusters Score -935503.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -935543.750000 Penalty: 887.555908
	Iteration 10Q: 3 clusters Score -935543.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -935561.750000 Penalty: 887.555908
	Iteration 11Q: 3 clusters Score -935561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -935574.937500 Penalty: 887.555908
	Iteration 12Q: 3 clusters Score -935574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -935577.187500 Penalty: 887.555908
	Iteration 13Q: 3 clusters Score -935577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -935579.750000 Penalty: 887.555908
	Iteration 14Q: 3 clusters Score -935579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -935579.750000 Penalty: 887.555908
	Iteration 15F: 3 clusters Score -935579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 92554 members 
Mstep: Class 3 contains 41204 members 
Mstep: Class 4 contains 3846 members 
Mstep: Class 5 contains 21597 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 141250 members 
Mstep: Class 8 contains 101349 members 
Mstep: Class 9 contains 2390 members 
Mstep: Class 10 contains 76645 members 
Mstep: Class 11 contains 46746 members 
Mstep: Class 12 contains 7345 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 5039 members 
Mstep: Class 17 contains 2733 members 
Mstep: Class 18 contains 67766 members 
Mstep: Class 19 contains 38252 members 
Mstep: Class 20 contains 79542 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 99335 members 
Mstep: Class 23 contains 98317 members 
Mstep: Class 24 contains 15763 members 
Mstep: Class 25 contains 64546 members 
Mstep: Class 26 contains 10593 members 
Mstep: Class 27 contains 163378 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 103703 members 
Mstep: Class 31 contains 79094 members 
Mstep: Class 32 contains 8974 members 
Mstep: Class 33 contains 66785 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 1820 members 
Mstep: Class 36 contains 120301 members 
Mstep: Class 37 contains 6623 members 
Mstep: Class 38 contains 17212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383824.000000 Penalty: 26142.113281
Iteration 119Q: 41 clusters Score -8.738382e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 92296 members 
Mstep: Class 3 contains 41470 members 
Mstep: Class 4 contains 3787 members 
Mstep: Class 5 contains 21901 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 141360 members 
Mstep: Class 8 contains 102856 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 76408 members 
Mstep: Class 11 contains 45870 members 
Mstep: Class 12 contains 7268 members 
Mstep: Class 13 contains 3963 members 
Mstep: Class 14 contains 2685 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 5055 members 
Mstep: Class 17 contains 2735 members 
Mstep: Class 18 contains 67392 members 
Mstep: Class 19 contains 38644 members 
Mstep: Class 20 contains 79656 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 99762 members 
Mstep: Class 23 contains 98003 members 
Mstep: Class 24 contains 15632 members 
Mstep: Class 25 contains 63395 members 
Mstep: Class 26 contains 10744 members 
Mstep: Class 27 contains 163414 members 
Mstep: Class 28 contains 3399 members 
Mstep: Class 29 contains 1524 members 
Mstep: Class 30 contains 104195 members 
Mstep: Class 31 contains 78336 members 
Mstep: Class 32 contains 9395 members 
Mstep: Class 33 contains 66686 members 
Mstep: Class 34 contains 1051 members 
Mstep: Class 35 contains 1894 members 
Mstep: Class 36 contains 120951 members 
Mstep: Class 37 contains 6744 members 
Mstep: Class 38 contains 17494 members 
Mstep: Class 39 contains 117615 members 
Mstep: Class 40 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87384376.000000 Penalty: 26142.113281
Iteration 120F: 41 clusters Score -8.738438e+07 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 91906 members 
Mstep: Class 3 contains 41360 members 
Mstep: Class 4 contains 3751 members 
Mstep: Class 5 contains 22264 members 
Mstep: Class 6 contains 2619 members 
Mstep: Class 7 contains 141460 members 
Mstep: Class 8 contains 104406 members 
Mstep: Class 9 contains 2430 members 
Mstep: Class 10 contains 76167 members 
Mstep: Class 11 contains 45076 members 
Mstep: Class 12 contains 7216 members 
Mstep: Class 13 contains 3993 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 5072 members 
Mstep: Class 17 contains 2719 members 
Mstep: Class 18 contains 66479 members 
Mstep: Class 19 contains 39242 members 
Mstep: Class 20 contains 79494 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 100100 members 
Mstep: Class 23 contains 97636 members 
Mstep: Class 24 contains 15494 members 
Mstep: Class 25 contains 61986 members 
Mstep: Class 26 contains 10882 members 
Mstep: Class 27 contains 163151 members 
Mstep: Class 28 contains 3404 members 
Mstep: Class 29 contains 1527 members 
Mstep: Class 30 contains 104515 members 
Mstep: Class 31 contains 77483 members 
Mstep: Class 32 contains 9593 members 
Mstep: Class 33 contains 66599 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 1949 members 
Mstep: Class 36 contains 121459 members 
Mstep: Class 37 contains 6995 members 
Mstep: Class 38 contains 17771 members 
Mstep: Class 39 contains 118720 members 
Mstep: Class 40 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87384720.000000 Penalty: 26142.113281
Iteration 121Q: 41 clusters Score -8.738472e+07 nChanged 11513
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 91462 members 
Mstep: Class 3 contains 41229 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 22632 members 
Mstep: Class 6 contains 2617 members 
Mstep: Class 7 contains 141682 members 
Mstep: Class 8 contains 106012 members 
Mstep: Class 9 contains 2458 members 
Mstep: Class 10 contains 75996 members 
Mstep: Class 11 contains 44208 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 4029 members 
Mstep: Class 14 contains 2675 members 
Mstep: Class 15 contains 1434 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 65600 members 
Mstep: Class 19 contains 39795 members 
Mstep: Class 20 contains 79279 members 
Mstep: Class 21 contains 1102 members 
Mstep: Class 22 contains 100441 members 
Mstep: Class 23 contains 97227 members 
Mstep: Class 24 contains 15359 members 
Mstep: Class 25 contains 60485 members 
Mstep: Class 26 contains 11030 members 
Mstep: Class 27 contains 162926 members 
Mstep: Class 28 contains 3419 members 
Mstep: Class 29 contains 1522 members 
Mstep: Class 30 contains 104768 members 
Mstep: Class 31 contains 76640 members 
Mstep: Class 32 contains 9747 members 
Mstep: Class 33 contains 66596 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 2032 members 
Mstep: Class 36 contains 122019 members 
Mstep: Class 37 contains 7218 members 
Mstep: Class 38 contains 18074 members 
Mstep: Class 39 contains 119793 members 
Mstep: Class 40 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385152.000000 Penalty: 26142.113281
Iteration 122Q: 41 clusters Score -8.738515e+07 nChanged 11751
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 91018 members 
Mstep: Class 3 contains 41136 members 
Mstep: Class 4 contains 3660 members 
Mstep: Class 5 contains 23000 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 141836 members 
Mstep: Class 8 contains 107680 members 
Mstep: Class 9 contains 2469 members 
Mstep: Class 10 contains 75823 members 
Mstep: Class 11 contains 43339 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 4071 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 5122 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 18 contains 64694 members 
Mstep: Class 19 contains 40280 members 
Mstep: Class 20 contains 79050 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 100785 members 
Mstep: Class 23 contains 96792 members 
Mstep: Class 24 contains 15224 members 
Mstep: Class 25 contains 58863 members 
Mstep: Class 26 contains 11169 members 
Mstep: Class 27 contains 162838 members 
Mstep: Class 28 contains 3435 members 
Mstep: Class 29 contains 1515 members 
Mstep: Class 30 contains 105007 members 
Mstep: Class 31 contains 75751 members 
Mstep: Class 32 contains 9884 members 
Mstep: Class 33 contains 66753 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 2113 members 
Mstep: Class 36 contains 122634 members 
Mstep: Class 37 contains 7455 members 
Mstep: Class 38 contains 18364 members 
Mstep: Class 39 contains 120843 members 
Mstep: Class 40 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385088.000000 Penalty: 26142.113281
Iteration 123Q: 41 clusters Score -8.738509e+07 nChanged 11940
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 90605 members 
Mstep: Class 3 contains 41083 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 23377 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 141994 members 
Mstep: Class 8 contains 109474 members 
Mstep: Class 9 contains 2481 members 
Mstep: Class 10 contains 75656 members 
Mstep: Class 11 contains 42493 members 
Mstep: Class 12 contains 7151 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 5149 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 63812 members 
Mstep: Class 19 contains 40750 members 
Mstep: Class 20 contains 78766 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 101086 members 
Mstep: Class 23 contains 96357 members 
Mstep: Class 24 contains 15108 members 
Mstep: Class 25 contains 57056 members 
Mstep: Class 26 contains 11297 members 
Mstep: Class 27 contains 162766 members 
Mstep: Class 28 contains 3451 members 
Mstep: Class 29 contains 1511 members 
Mstep: Class 30 contains 105208 members 
Mstep: Class 31 contains 74871 members 
Mstep: Class 32 contains 10011 members 
Mstep: Class 33 contains 67026 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 2187 members 
Mstep: Class 36 contains 123229 members 
Mstep: Class 37 contains 7672 members 
Mstep: Class 38 contains 18693 members 
Mstep: Class 39 contains 121808 members 
Mstep: Class 40 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385080.000000 Penalty: 26142.113281
Iteration 124Q: 41 clusters Score -8.738508e+07 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 90253 members 
Mstep: Class 3 contains 41086 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 23748 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 142134 members 
Mstep: Class 8 contains 111274 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 10 contains 75490 members 
Mstep: Class 11 contains 41689 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 4193 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 1423 members 
Mstep: Class 16 contains 5173 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 62944 members 
Mstep: Class 19 contains 41211 members 
Mstep: Class 20 contains 78481 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 101404 members 
Mstep: Class 23 contains 95894 members 
Mstep: Class 24 contains 14996 members 
Mstep: Class 25 contains 55064 members 
Mstep: Class 26 contains 11417 members 
Mstep: Class 27 contains 162739 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 105384 members 
Mstep: Class 31 contains 74018 members 
Mstep: Class 32 contains 10163 members 
Mstep: Class 33 contains 67414 members 
Mstep: Class 34 contains 1052 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 123843 members 
Mstep: Class 37 contains 7854 members 
Mstep: Class 38 contains 18958 members 
Mstep: Class 39 contains 122683 members 
Mstep: Class 40 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87384360.000000 Penalty: 26142.113281
Iteration 125Q: 41 clusters Score -8.738436e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 89935 members 
Mstep: Class 3 contains 41079 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 24104 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 142250 members 
Mstep: Class 8 contains 113104 members 
Mstep: Class 9 contains 2512 members 
Mstep: Class 10 contains 75326 members 
Mstep: Class 11 contains 40937 members 
Mstep: Class 12 contains 7205 members 
Mstep: Class 13 contains 4261 members 
Mstep: Class 14 contains 2637 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 62151 members 
Mstep: Class 19 contains 41641 members 
Mstep: Class 20 contains 78234 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 101719 members 
Mstep: Class 23 contains 95449 members 
Mstep: Class 24 contains 14891 members 
Mstep: Class 25 contains 52909 members 
Mstep: Class 26 contains 11521 members 
Mstep: Class 27 contains 162698 members 
Mstep: Class 28 contains 3469 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 105515 members 
Mstep: Class 31 contains 73140 members 
Mstep: Class 32 contains 10287 members 
Mstep: Class 33 contains 67886 members 
Mstep: Class 34 contains 1050 members 
Mstep: Class 35 contains 2319 members 
Mstep: Class 36 contains 124505 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 19205 members 
Mstep: Class 39 contains 123498 members 
Mstep: Class 40 contains 280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383944.000000 Penalty: 26142.113281
Iteration 126Q: 41 clusters Score -8.738394e+07 nChanged 12193
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 89630 members 
Mstep: Class 3 contains 41132 members 
Mstep: Class 4 contains 3523 members 
Mstep: Class 5 contains 24451 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 142369 members 
Mstep: Class 8 contains 114861 members 
Mstep: Class 9 contains 2519 members 
Mstep: Class 10 contains 75177 members 
Mstep: Class 11 contains 40178 members 
Mstep: Class 12 contains 7291 members 
Mstep: Class 13 contains 4325 members 
Mstep: Class 14 contains 2616 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 18 contains 61331 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 77976 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 102038 members 
Mstep: Class 23 contains 94989 members 
Mstep: Class 24 contains 14781 members 
Mstep: Class 25 contains 50702 members 
Mstep: Class 26 contains 11641 members 
Mstep: Class 27 contains 162782 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 1477 members 
Mstep: Class 30 contains 105612 members 
Mstep: Class 31 contains 72224 members 
Mstep: Class 32 contains 10400 members 
Mstep: Class 33 contains 68491 members 
Mstep: Class 34 contains 1048 members 
Mstep: Class 35 contains 2380 members 
Mstep: Class 36 contains 125167 members 
Mstep: Class 37 contains 8233 members 
Mstep: Class 38 contains 19429 members 
Mstep: Class 39 contains 124343 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383944.000000 Penalty: 26142.113281
Iteration 127Q: 41 clusters Score -8.738394e+07 nChanged 12633
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 89306 members 
Mstep: Class 3 contains 41164 members 
Mstep: Class 4 contains 3517 members 
Mstep: Class 5 contains 24800 members 
Mstep: Class 6 contains 2600 members 
Mstep: Class 7 contains 142492 members 
Mstep: Class 8 contains 116667 members 
Mstep: Class 9 contains 2527 members 
Mstep: Class 10 contains 75032 members 
Mstep: Class 11 contains 39432 members 
Mstep: Class 12 contains 7361 members 
Mstep: Class 13 contains 4389 members 
Mstep: Class 14 contains 2597 members 
Mstep: Class 15 contains 1400 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 18 contains 60558 members 
Mstep: Class 19 contains 42327 members 
Mstep: Class 20 contains 77721 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 102345 members 
Mstep: Class 23 contains 94468 members 
Mstep: Class 24 contains 14677 members 
Mstep: Class 25 contains 48412 members 
Mstep: Class 26 contains 11748 members 
Mstep: Class 27 contains 162883 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 105640 members 
Mstep: Class 31 contains 71306 members 
Mstep: Class 32 contains 10520 members 
Mstep: Class 33 contains 69214 members 
Mstep: Class 34 contains 1043 members 
Mstep: Class 35 contains 2441 members 
Mstep: Class 36 contains 125881 members 
Mstep: Class 37 contains 8371 members 
Mstep: Class 38 contains 19649 members 
Mstep: Class 39 contains 125127 members 
Mstep: Class 40 contains 254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383672.000000 Penalty: 26142.113281
Iteration 128Q: 41 clusters Score -8.738367e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 89005 members 
Mstep: Class 3 contains 41261 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 25153 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 142608 members 
Mstep: Class 8 contains 118402 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 74843 members 
Mstep: Class 11 contains 38670 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 4445 members 
Mstep: Class 14 contains 2577 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 5255 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 59829 members 
Mstep: Class 19 contains 42740 members 
Mstep: Class 20 contains 77495 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 102672 members 
Mstep: Class 23 contains 93975 members 
Mstep: Class 24 contains 14575 members 
Mstep: Class 25 contains 46020 members 
Mstep: Class 26 contains 11880 members 
Mstep: Class 27 contains 162935 members 
Mstep: Class 28 contains 3471 members 
Mstep: Class 29 contains 1461 members 
Mstep: Class 30 contains 105654 members 
Mstep: Class 31 contains 70465 members 
Mstep: Class 32 contains 10574 members 
Mstep: Class 33 contains 70082 members 
Mstep: Class 34 contains 1038 members 
Mstep: Class 35 contains 2486 members 
Mstep: Class 36 contains 126568 members 
Mstep: Class 37 contains 8481 members 
Mstep: Class 38 contains 19862 members 
Mstep: Class 39 contains 125869 members 
Mstep: Class 40 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87382856.000000 Penalty: 26142.113281
Iteration 129Q: 41 clusters Score -8.738286e+07 nChanged 12927
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 88733 members 
Mstep: Class 3 contains 41340 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 25511 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 142704 members 
Mstep: Class 8 contains 120091 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 10 contains 74651 members 
Mstep: Class 11 contains 37955 members 
Mstep: Class 12 contains 7571 members 
Mstep: Class 13 contains 4505 members 
Mstep: Class 14 contains 2566 members 
Mstep: Class 15 contains 1382 members 
Mstep: Class 16 contains 5278 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 59068 members 
Mstep: Class 19 contains 43204 members 
Mstep: Class 20 contains 77286 members 
Mstep: Class 21 contains 1186 members 
Mstep: Class 22 contains 102959 members 
Mstep: Class 23 contains 93407 members 
Mstep: Class 24 contains 14473 members 
Mstep: Class 25 contains 43526 members 
Mstep: Class 26 contains 11972 members 
Mstep: Class 27 contains 163053 members 
Mstep: Class 28 contains 3479 members 
Mstep: Class 29 contains 1447 members 
Mstep: Class 30 contains 105646 members 
Mstep: Class 31 contains 69624 members 
Mstep: Class 32 contains 10648 members 
Mstep: Class 33 contains 71044 members 
Mstep: Class 34 contains 1026 members 
Mstep: Class 35 contains 2536 members 
Mstep: Class 36 contains 127276 members 
Mstep: Class 37 contains 8597 members 
Mstep: Class 38 contains 20062 members 
Mstep: Class 39 contains 126621 members 
Mstep: Class 40 contains 240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381912.000000 Penalty: 26142.113281
Iteration 130Q: 41 clusters Score -8.738191e+07 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 88497 members 
Mstep: Class 3 contains 41490 members 
Mstep: Class 4 contains 3460 members 
Mstep: Class 5 contains 25854 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 142766 members 
Mstep: Class 8 contains 121606 members 
Mstep: Class 9 contains 2498 members 
Mstep: Class 10 contains 74447 members 
Mstep: Class 11 contains 37299 members 
Mstep: Class 12 contains 7711 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 2548 members 
Mstep: Class 15 contains 1374 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 18 contains 58320 members 
Mstep: Class 19 contains 43677 members 
Mstep: Class 20 contains 77069 members 
Mstep: Class 21 contains 1192 members 
Mstep: Class 22 contains 103282 members 
Mstep: Class 23 contains 92849 members 
Mstep: Class 24 contains 14376 members 
Mstep: Class 25 contains 41060 members 
Mstep: Class 26 contains 12066 members 
Mstep: Class 27 contains 163131 members 
Mstep: Class 28 contains 3480 members 
Mstep: Class 29 contains 1442 members 
Mstep: Class 30 contains 105610 members 
Mstep: Class 31 contains 68856 members 
Mstep: Class 32 contains 10775 members 
Mstep: Class 33 contains 72128 members 
Mstep: Class 34 contains 1016 members 
Mstep: Class 35 contains 2574 members 
Mstep: Class 36 contains 127956 members 
Mstep: Class 37 contains 8716 members 
Mstep: Class 38 contains 20244 members 
Mstep: Class 39 contains 127246 members 
Mstep: Class 40 contains 236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381272.000000 Penalty: 26142.113281
Iteration 131Q: 41 clusters Score -8.738127e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 88262 members 
Mstep: Class 3 contains 41665 members 
Mstep: Class 4 contains 3431 members 
Mstep: Class 5 contains 26189 members 
Mstep: Class 6 contains 2598 members 
Mstep: Class 7 contains 142853 members 
Mstep: Class 8 contains 123128 members 
Mstep: Class 9 contains 2476 members 
Mstep: Class 10 contains 74190 members 
Mstep: Class 11 contains 36646 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 4574 members 
Mstep: Class 14 contains 2528 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 5335 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 57589 members 
Mstep: Class 19 contains 44176 members 
Mstep: Class 20 contains 76864 members 
Mstep: Class 21 contains 1200 members 
Mstep: Class 22 contains 103656 members 
Mstep: Class 23 contains 92339 members 
Mstep: Class 24 contains 14282 members 
Mstep: Class 25 contains 38538 members 
Mstep: Class 26 contains 12174 members 
Mstep: Class 27 contains 163158 members 
Mstep: Class 28 contains 3471 members 
Mstep: Class 29 contains 1420 members 
Mstep: Class 30 contains 105547 members 
Mstep: Class 31 contains 68072 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 73264 members 
Mstep: Class 34 contains 1001 members 
Mstep: Class 35 contains 2605 members 
Mstep: Class 36 contains 128630 members 
Mstep: Class 37 contains 8849 members 
Mstep: Class 38 contains 20440 members 
Mstep: Class 39 contains 127769 members 
Mstep: Class 40 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381424.000000 Penalty: 26142.113281
Iteration 132Q: 41 clusters Score -8.738142e+07 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 88053 members 
Mstep: Class 3 contains 41859 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 26539 members 
Mstep: Class 6 contains 2598 members 
Mstep: Class 7 contains 142919 members 
Mstep: Class 8 contains 124391 members 
Mstep: Class 9 contains 2461 members 
Mstep: Class 10 contains 73924 members 
Mstep: Class 11 contains 36068 members 
Mstep: Class 12 contains 8047 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 2511 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 5355 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 18 contains 56862 members 
Mstep: Class 19 contains 44668 members 
Mstep: Class 20 contains 76660 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 104115 members 
Mstep: Class 23 contains 91804 members 
Mstep: Class 24 contains 14193 members 
Mstep: Class 25 contains 36080 members 
Mstep: Class 26 contains 12295 members 
Mstep: Class 27 contains 163141 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 1399 members 
Mstep: Class 30 contains 105377 members 
Mstep: Class 31 contains 67271 members 
Mstep: Class 32 contains 11066 members 
Mstep: Class 33 contains 74438 members 
Mstep: Class 34 contains 985 members 
Mstep: Class 35 contains 2636 members 
Mstep: Class 36 contains 129332 members 
Mstep: Class 37 contains 8993 members 
Mstep: Class 38 contains 20646 members 
Mstep: Class 39 contains 128403 members 
Mstep: Class 40 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381400.000000 Penalty: 26142.113281
Iteration 133Q: 41 clusters Score -8.73814e+07 nChanged 12854
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 87845 members 
Mstep: Class 3 contains 42072 members 
Mstep: Class 4 contains 3378 members 
Mstep: Class 5 contains 26883 members 
Mstep: Class 6 contains 2596 members 
Mstep: Class 7 contains 142922 members 
Mstep: Class 8 contains 125625 members 
Mstep: Class 9 contains 2451 members 
Mstep: Class 10 contains 73670 members 
Mstep: Class 11 contains 35482 members 
Mstep: Class 12 contains 8264 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 2493 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 5380 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 56209 members 
Mstep: Class 19 contains 45173 members 
Mstep: Class 20 contains 76373 members 
Mstep: Class 21 contains 1216 members 
Mstep: Class 22 contains 104566 members 
Mstep: Class 23 contains 91216 members 
Mstep: Class 24 contains 14125 members 
Mstep: Class 25 contains 33735 members 
Mstep: Class 26 contains 12392 members 
Mstep: Class 27 contains 163192 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 105207 members 
Mstep: Class 31 contains 66462 members 
Mstep: Class 32 contains 11208 members 
Mstep: Class 33 contains 75547 members 
Mstep: Class 34 contains 977 members 
Mstep: Class 35 contains 2661 members 
Mstep: Class 36 contains 130023 members 
Mstep: Class 37 contains 9147 members 
Mstep: Class 38 contains 20862 members 
Mstep: Class 39 contains 128978 members 
Mstep: Class 40 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381504.000000 Penalty: 26142.113281
Iteration 134Q: 41 clusters Score -8.73815e+07 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 87659 members 
Mstep: Class 3 contains 42346 members 
Mstep: Class 4 contains 3371 members 
Mstep: Class 5 contains 27246 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 142917 members 
Mstep: Class 8 contains 126772 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 73403 members 
Mstep: Class 11 contains 34914 members 
Mstep: Class 12 contains 8524 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 5405 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 55567 members 
Mstep: Class 19 contains 45662 members 
Mstep: Class 20 contains 76073 members 
Mstep: Class 21 contains 1225 members 
Mstep: Class 22 contains 105013 members 
Mstep: Class 23 contains 90650 members 
Mstep: Class 24 contains 14053 members 
Mstep: Class 25 contains 31380 members 
Mstep: Class 26 contains 12480 members 
Mstep: Class 27 contains 163220 members 
Mstep: Class 28 contains 3445 members 
Mstep: Class 29 contains 1378 members 
Mstep: Class 30 contains 104992 members 
Mstep: Class 31 contains 65682 members 
Mstep: Class 32 contains 11352 members 
Mstep: Class 33 contains 76719 members 
Mstep: Class 34 contains 966 members 
Mstep: Class 35 contains 2684 members 
Mstep: Class 36 contains 130672 members 
Mstep: Class 37 contains 9303 members 
Mstep: Class 38 contains 21100 members 
Mstep: Class 39 contains 129496 members 
Mstep: Class 40 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381976.000000 Penalty: 26142.113281
Iteration 135Q: 41 clusters Score -8.738198e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 87506 members 
Mstep: Class 3 contains 42625 members 
Mstep: Class 4 contains 3379 members 
Mstep: Class 5 contains 27581 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 142857 members 
Mstep: Class 8 contains 127730 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 10 contains 73190 members 
Mstep: Class 11 contains 34364 members 
Mstep: Class 12 contains 8759 members 
Mstep: Class 13 contains 4736 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 5431 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 55048 members 
Mstep: Class 19 contains 46185 members 
Mstep: Class 20 contains 75839 members 
Mstep: Class 21 contains 1231 members 
Mstep: Class 22 contains 105401 members 
Mstep: Class 23 contains 90093 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 29122 members 
Mstep: Class 26 contains 12557 members 
Mstep: Class 27 contains 163246 members 
Mstep: Class 28 contains 3454 members 
Mstep: Class 29 contains 1378 members 
Mstep: Class 30 contains 104750 members 
Mstep: Class 31 contains 64910 members 
Mstep: Class 32 contains 11444 members 
Mstep: Class 33 contains 77942 members 
Mstep: Class 34 contains 951 members 
Mstep: Class 35 contains 2705 members 
Mstep: Class 36 contains 131327 members 
Mstep: Class 37 contains 9474 members 
Mstep: Class 38 contains 21338 members 
Mstep: Class 39 contains 129905 members 
Mstep: Class 40 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381632.000000 Penalty: 26142.113281
Iteration 136Q: 41 clusters Score -8.738163e+07 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 87360 members 
Mstep: Class 3 contains 42897 members 
Mstep: Class 4 contains 3360 members 
Mstep: Class 5 contains 27922 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 142794 members 
Mstep: Class 8 contains 128410 members 
Mstep: Class 9 contains 2416 members 
Mstep: Class 10 contains 72998 members 
Mstep: Class 11 contains 33852 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 13 contains 4776 members 
Mstep: Class 14 contains 2455 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 2644 members 
Mstep: Class 18 contains 54544 members 
Mstep: Class 19 contains 46675 members 
Mstep: Class 20 contains 75645 members 
Mstep: Class 21 contains 1244 members 
Mstep: Class 22 contains 105769 members 
Mstep: Class 23 contains 89580 members 
Mstep: Class 24 contains 13889 members 
Mstep: Class 25 contains 26991 members 
Mstep: Class 26 contains 12638 members 
Mstep: Class 27 contains 163278 members 
Mstep: Class 28 contains 3465 members 
Mstep: Class 29 contains 1373 members 
Mstep: Class 30 contains 104481 members 
Mstep: Class 31 contains 64186 members 
Mstep: Class 32 contains 11526 members 
Mstep: Class 33 contains 79245 members 
Mstep: Class 34 contains 935 members 
Mstep: Class 35 contains 2729 members 
Mstep: Class 36 contains 131972 members 
Mstep: Class 37 contains 9631 members 
Mstep: Class 38 contains 21567 members 
Mstep: Class 39 contains 130340 members 
Mstep: Class 40 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381840.000000 Penalty: 26142.113281
Iteration 137Q: 41 clusters Score -8.738184e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 87215 members 
Mstep: Class 3 contains 43188 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 28281 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 142742 members 
Mstep: Class 8 contains 128847 members 
Mstep: Class 9 contains 2415 members 
Mstep: Class 10 contains 72791 members 
Mstep: Class 11 contains 33364 members 
Mstep: Class 12 contains 9207 members 
Mstep: Class 13 contains 4810 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 5483 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 54093 members 
Mstep: Class 19 contains 47143 members 
Mstep: Class 20 contains 75465 members 
Mstep: Class 21 contains 1264 members 
Mstep: Class 22 contains 106134 members 
Mstep: Class 23 contains 89043 members 
Mstep: Class 24 contains 13799 members 
Mstep: Class 25 contains 24994 members 
Mstep: Class 26 contains 12716 members 
Mstep: Class 27 contains 163376 members 
Mstep: Class 28 contains 3461 members 
Mstep: Class 29 contains 1371 members 
Mstep: Class 30 contains 104160 members 
Mstep: Class 31 contains 63507 members 
Mstep: Class 32 contains 11563 members 
Mstep: Class 33 contains 80621 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 2752 members 
Mstep: Class 36 contains 132536 members 
Mstep: Class 37 contains 9791 members 
Mstep: Class 38 contains 21800 members 
Mstep: Class 39 contains 130798 members 
Mstep: Class 40 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381864.000000 Penalty: 26142.113281
Iteration 138Q: 41 clusters Score -8.738186e+07 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 87077 members 
Mstep: Class 3 contains 43473 members 
Mstep: Class 4 contains 3334 members 
Mstep: Class 5 contains 28675 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 142709 members 
Mstep: Class 8 contains 129046 members 
Mstep: Class 9 contains 2406 members 
Mstep: Class 10 contains 72586 members 
Mstep: Class 11 contains 32871 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 4846 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 5501 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 53684 members 
Mstep: Class 19 contains 47578 members 
Mstep: Class 20 contains 75244 members 
Mstep: Class 21 contains 1286 members 
Mstep: Class 22 contains 106443 members 
Mstep: Class 23 contains 88576 members 
Mstep: Class 24 contains 13720 members 
Mstep: Class 25 contains 23139 members 
Mstep: Class 26 contains 12781 members 
Mstep: Class 27 contains 163512 members 
Mstep: Class 28 contains 3466 members 
Mstep: Class 29 contains 1365 members 
Mstep: Class 30 contains 103858 members 
Mstep: Class 31 contains 62862 members 
Mstep: Class 32 contains 11680 members 
Mstep: Class 33 contains 82028 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 2769 members 
Mstep: Class 36 contains 133076 members 
Mstep: Class 37 contains 9922 members 
Mstep: Class 38 contains 22006 members 
Mstep: Class 39 contains 131173 members 
Mstep: Class 40 contains 211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87381344.000000 Penalty: 26142.113281
Iteration 139Q: 41 clusters Score -8.738134e+07 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 86921 members 
Mstep: Class 3 contains 43740 members 
Mstep: Class 4 contains 3334 members 
Mstep: Class 5 contains 29049 members 
Mstep: Class 6 contains 2587 members 
Mstep: Class 7 contains 142738 members 
Mstep: Class 8 contains 128887 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 72351 members 
Mstep: Class 11 contains 32395 members 
Mstep: Class 12 contains 9661 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 2428 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 53361 members 
Mstep: Class 19 contains 47992 members 
Mstep: Class 20 contains 75014 members 
Mstep: Class 21 contains 1309 members 
Mstep: Class 22 contains 106754 members 
Mstep: Class 23 contains 88173 members 
Mstep: Class 24 contains 13651 members 
Mstep: Class 25 contains 21502 members 
Mstep: Class 26 contains 12862 members 
Mstep: Class 27 contains 163595 members 
Mstep: Class 28 contains 3477 members 
Mstep: Class 29 contains 1355 members 
Mstep: Class 30 contains 103530 members 
Mstep: Class 31 contains 62253 members 
Mstep: Class 32 contains 11844 members 
Mstep: Class 33 contains 83577 members 
Mstep: Class 34 contains 912 members 
Mstep: Class 35 contains 2782 members 
Mstep: Class 36 contains 133611 members 
Mstep: Class 37 contains 10043 members 
Mstep: Class 38 contains 22207 members 
Mstep: Class 39 contains 131432 members 
Mstep: Class 40 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87382408.000000 Penalty: 26142.113281
Iteration 140F: 41 clusters Score -8.738241e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 86787 members 
Mstep: Class 3 contains 44032 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 29424 members 
Mstep: Class 6 contains 2586 members 
Mstep: Class 7 contains 142787 members 
Mstep: Class 8 contains 128994 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 72128 members 
Mstep: Class 11 contains 31911 members 
Mstep: Class 12 contains 10004 members 
Mstep: Class 13 contains 4902 members 
Mstep: Class 14 contains 2410 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 53044 members 
Mstep: Class 19 contains 48382 members 
Mstep: Class 20 contains 74834 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 107007 members 
Mstep: Class 23 contains 87777 members 
Mstep: Class 24 contains 13581 members 
Mstep: Class 25 contains 19407 members 
Mstep: Class 26 contains 12934 members 
Mstep: Class 27 contains 163634 members 
Mstep: Class 28 contains 3484 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 103248 members 
Mstep: Class 31 contains 61674 members 
Mstep: Class 32 contains 11924 members 
Mstep: Class 33 contains 85203 members 
Mstep: Class 34 contains 908 members 
Mstep: Class 35 contains 2794 members 
Mstep: Class 36 contains 134140 members 
Mstep: Class 37 contains 10191 members 
Mstep: Class 38 contains 22426 members 
Mstep: Class 39 contains 131663 members 
Mstep: Class 40 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87382816.000000 Penalty: 26142.113281
Iteration 141Q: 41 clusters Score -8.738282e+07 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 86675 members 
Mstep: Class 3 contains 44329 members 
Mstep: Class 4 contains 3358 members 
Mstep: Class 5 contains 29786 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 142781 members 
Mstep: Class 8 contains 128837 members 
Mstep: Class 9 contains 2374 members 
Mstep: Class 10 contains 71934 members 
Mstep: Class 11 contains 31432 members 
Mstep: Class 12 contains 10373 members 
Mstep: Class 13 contains 4932 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 1355 members 
Mstep: Class 16 contains 5589 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 52696 members 
Mstep: Class 19 contains 48754 members 
Mstep: Class 20 contains 74636 members 
Mstep: Class 21 contains 1381 members 
Mstep: Class 22 contains 107282 members 
Mstep: Class 23 contains 87423 members 
Mstep: Class 24 contains 13523 members 
Mstep: Class 25 contains 17500 members 
Mstep: Class 26 contains 13008 members 
Mstep: Class 27 contains 163671 members 
Mstep: Class 28 contains 3493 members 
Mstep: Class 29 contains 1319 members 
Mstep: Class 30 contains 102954 members 
Mstep: Class 31 contains 61101 members 
Mstep: Class 32 contains 12052 members 
Mstep: Class 33 contains 86871 members 
Mstep: Class 34 contains 906 members 
Mstep: Class 35 contains 2809 members 
Mstep: Class 36 contains 134653 members 
Mstep: Class 37 contains 10307 members 
Mstep: Class 38 contains 22623 members 
Mstep: Class 39 contains 131943 members 
Mstep: Class 40 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383176.000000 Penalty: 26142.113281
Iteration 142Q: 41 clusters Score -8.738318e+07 nChanged 11446
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 86572 members 
Mstep: Class 3 contains 44698 members 
Mstep: Class 4 contains 3400 members 
Mstep: Class 5 contains 30194 members 
Mstep: Class 6 contains 2583 members 
Mstep: Class 7 contains 142762 members 
Mstep: Class 8 contains 128370 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 71732 members 
Mstep: Class 11 contains 30939 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 13 contains 4949 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 52359 members 
Mstep: Class 19 contains 49105 members 
Mstep: Class 20 contains 74456 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 107512 members 
Mstep: Class 23 contains 87087 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 15730 members 
Mstep: Class 26 contains 13081 members 
Mstep: Class 27 contains 163732 members 
Mstep: Class 28 contains 3498 members 
Mstep: Class 29 contains 1297 members 
Mstep: Class 30 contains 102634 members 
Mstep: Class 31 contains 60516 members 
Mstep: Class 32 contains 12208 members 
Mstep: Class 33 contains 88626 members 
Mstep: Class 34 contains 905 members 
Mstep: Class 35 contains 2820 members 
Mstep: Class 36 contains 135164 members 
Mstep: Class 37 contains 10444 members 
Mstep: Class 38 contains 22822 members 
Mstep: Class 39 contains 132164 members 
Mstep: Class 40 contains 206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383688.000000 Penalty: 26142.113281
Iteration 143Q: 41 clusters Score -8.738369e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 86477 members 
Mstep: Class 3 contains 45078 members 
Mstep: Class 4 contains 3426 members 
Mstep: Class 5 contains 30574 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 142779 members 
Mstep: Class 8 contains 127756 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 71512 members 
Mstep: Class 11 contains 30459 members 
Mstep: Class 12 contains 11084 members 
Mstep: Class 13 contains 4961 members 
Mstep: Class 14 contains 2373 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 5641 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 52074 members 
Mstep: Class 19 contains 49513 members 
Mstep: Class 20 contains 74265 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 107731 members 
Mstep: Class 23 contains 86737 members 
Mstep: Class 24 contains 13405 members 
Mstep: Class 25 contains 14137 members 
Mstep: Class 26 contains 13163 members 
Mstep: Class 27 contains 163846 members 
Mstep: Class 28 contains 3491 members 
Mstep: Class 29 contains 1275 members 
Mstep: Class 30 contains 102323 members 
Mstep: Class 31 contains 59908 members 
Mstep: Class 32 contains 12318 members 
Mstep: Class 33 contains 90366 members 
Mstep: Class 34 contains 901 members 
Mstep: Class 35 contains 2828 members 
Mstep: Class 36 contains 135639 members 
Mstep: Class 37 contains 10574 members 
Mstep: Class 38 contains 23027 members 
Mstep: Class 39 contains 132356 members 
Mstep: Class 40 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383824.000000 Penalty: 26142.113281
Iteration 144Q: 41 clusters Score -8.738382e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 86429 members 
Mstep: Class 3 contains 45478 members 
Mstep: Class 4 contains 3443 members 
Mstep: Class 5 contains 30942 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 142799 members 
Mstep: Class 8 contains 126990 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 71319 members 
Mstep: Class 11 contains 29974 members 
Mstep: Class 12 contains 11480 members 
Mstep: Class 13 contains 4966 members 
Mstep: Class 14 contains 2362 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 51786 members 
Mstep: Class 19 contains 49958 members 
Mstep: Class 20 contains 74119 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 107966 members 
Mstep: Class 23 contains 86412 members 
Mstep: Class 24 contains 13351 members 
Mstep: Class 25 contains 12669 members 
Mstep: Class 26 contains 13245 members 
Mstep: Class 27 contains 163845 members 
Mstep: Class 28 contains 3489 members 
Mstep: Class 29 contains 1253 members 
Mstep: Class 30 contains 101983 members 
Mstep: Class 31 contains 59323 members 
Mstep: Class 32 contains 12433 members 
Mstep: Class 33 contains 92032 members 
Mstep: Class 34 contains 898 members 
Mstep: Class 35 contains 2830 members 
Mstep: Class 36 contains 136109 members 
Mstep: Class 37 contains 10685 members 
Mstep: Class 38 contains 23207 members 
Mstep: Class 39 contains 132538 members 
Mstep: Class 40 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383272.000000 Penalty: 26142.113281
Iteration 145Q: 41 clusters Score -8.738327e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 86386 members 
Mstep: Class 3 contains 45888 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 31315 members 
Mstep: Class 6 contains 2599 members 
Mstep: Class 7 contains 142728 members 
Mstep: Class 8 contains 126060 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 71106 members 
Mstep: Class 11 contains 29507 members 
Mstep: Class 12 contains 11920 members 
Mstep: Class 13 contains 4982 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 17 contains 2610 members 
Mstep: Class 18 contains 51535 members 
Mstep: Class 19 contains 50429 members 
Mstep: Class 20 contains 73941 members 
Mstep: Class 21 contains 1577 members 
Mstep: Class 22 contains 108220 members 
Mstep: Class 23 contains 86129 members 
Mstep: Class 24 contains 13301 members 
Mstep: Class 25 contains 11336 members 
Mstep: Class 26 contains 13310 members 
Mstep: Class 27 contains 163820 members 
Mstep: Class 28 contains 3481 members 
Mstep: Class 29 contains 1232 members 
Mstep: Class 30 contains 101594 members 
Mstep: Class 31 contains 58770 members 
Mstep: Class 32 contains 12562 members 
Mstep: Class 33 contains 93683 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 2832 members 
Mstep: Class 36 contains 136571 members 
Mstep: Class 37 contains 10778 members 
Mstep: Class 38 contains 23385 members 
Mstep: Class 39 contains 132747 members 
Mstep: Class 40 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383584.000000 Penalty: 26142.113281
Iteration 146Q: 41 clusters Score -8.738358e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 86361 members 
Mstep: Class 3 contains 46309 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 31692 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 142654 members 
Mstep: Class 8 contains 125078 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 70904 members 
Mstep: Class 11 contains 29064 members 
Mstep: Class 12 contains 12346 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 2343 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 5764 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 51302 members 
Mstep: Class 19 contains 50885 members 
Mstep: Class 20 contains 73771 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 108479 members 
Mstep: Class 23 contains 85872 members 
Mstep: Class 24 contains 13236 members 
Mstep: Class 25 contains 10156 members 
Mstep: Class 26 contains 13365 members 
Mstep: Class 27 contains 163771 members 
Mstep: Class 28 contains 3481 members 
Mstep: Class 29 contains 1212 members 
Mstep: Class 30 contains 101147 members 
Mstep: Class 31 contains 58262 members 
Mstep: Class 32 contains 12728 members 
Mstep: Class 33 contains 95283 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 2834 members 
Mstep: Class 36 contains 136972 members 
Mstep: Class 37 contains 10870 members 
Mstep: Class 38 contains 23571 members 
Mstep: Class 39 contains 132900 members 
Mstep: Class 40 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383792.000000 Penalty: 26142.113281
Iteration 147Q: 41 clusters Score -8.738379e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 86353 members 
Mstep: Class 3 contains 46789 members 
Mstep: Class 4 contains 3496 members 
Mstep: Class 5 contains 32085 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 142563 members 
Mstep: Class 8 contains 124003 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 70705 members 
Mstep: Class 11 contains 28642 members 
Mstep: Class 12 contains 12771 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 2610 members 
Mstep: Class 18 contains 51055 members 
Mstep: Class 19 contains 51324 members 
Mstep: Class 20 contains 73642 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 108716 members 
Mstep: Class 23 contains 85648 members 
Mstep: Class 24 contains 13178 members 
Mstep: Class 25 contains 9178 members 
Mstep: Class 26 contains 13409 members 
Mstep: Class 27 contains 163685 members 
Mstep: Class 28 contains 3484 members 
Mstep: Class 29 contains 1197 members 
Mstep: Class 30 contains 100676 members 
Mstep: Class 31 contains 57764 members 
Mstep: Class 32 contains 12888 members 
Mstep: Class 33 contains 96836 members 
Mstep: Class 34 contains 886 members 
Mstep: Class 35 contains 2837 members 
Mstep: Class 36 contains 137313 members 
Mstep: Class 37 contains 10964 members 
Mstep: Class 38 contains 23719 members 
Mstep: Class 39 contains 133036 members 
Mstep: Class 40 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383752.000000 Penalty: 26142.113281
Iteration 148Q: 41 clusters Score -8.738375e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 86347 members 
Mstep: Class 3 contains 47272 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 32415 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 142434 members 
Mstep: Class 8 contains 122835 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 70502 members 
Mstep: Class 11 contains 28220 members 
Mstep: Class 12 contains 13197 members 
Mstep: Class 13 contains 5040 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 50764 members 
Mstep: Class 19 contains 51753 members 
Mstep: Class 20 contains 73530 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 109008 members 
Mstep: Class 23 contains 85444 members 
Mstep: Class 24 contains 13132 members 
Mstep: Class 25 contains 8269 members 
Mstep: Class 26 contains 13459 members 
Mstep: Class 27 contains 163664 members 
Mstep: Class 28 contains 3490 members 
Mstep: Class 29 contains 1185 members 
Mstep: Class 30 contains 100230 members 
Mstep: Class 31 contains 57260 members 
Mstep: Class 32 contains 13004 members 
Mstep: Class 33 contains 98371 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 2839 members 
Mstep: Class 36 contains 137653 members 
Mstep: Class 37 contains 11048 members 
Mstep: Class 38 contains 23865 members 
Mstep: Class 39 contains 133218 members 
Mstep: Class 40 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87384344.000000 Penalty: 26142.113281
Iteration 149Q: 41 clusters Score -8.738434e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 86346 members 
Mstep: Class 3 contains 47759 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 32722 members 
Mstep: Class 6 contains 2605 members 
Mstep: Class 7 contains 142312 members 
Mstep: Class 8 contains 121631 members 
Mstep: Class 9 contains 2339 members 
Mstep: Class 10 contains 70318 members 
Mstep: Class 11 contains 27877 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 5060 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 5884 members 
Mstep: Class 17 contains 2598 members 
Mstep: Class 18 contains 50450 members 
Mstep: Class 19 contains 52189 members 
Mstep: Class 20 contains 73446 members 
Mstep: Class 21 contains 1659 members 
Mstep: Class 22 contains 109283 members 
Mstep: Class 23 contains 85259 members 
Mstep: Class 24 contains 13090 members 
Mstep: Class 25 contains 7419 members 
Mstep: Class 26 contains 13507 members 
Mstep: Class 27 contains 163618 members 
Mstep: Class 28 contains 3492 members 
Mstep: Class 29 contains 1163 members 
Mstep: Class 30 contains 99724 members 
Mstep: Class 31 contains 56764 members 
Mstep: Class 32 contains 13059 members 
Mstep: Class 33 contains 99909 members 
Mstep: Class 34 contains 877 members 
Mstep: Class 35 contains 2842 members 
Mstep: Class 36 contains 137973 members 
Mstep: Class 37 contains 11138 members 
Mstep: Class 38 contains 23995 members 
Mstep: Class 39 contains 133487 members 
Mstep: Class 40 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87384128.000000 Penalty: 26142.113281
Iteration 150Q: 41 clusters Score -8.738413e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 86374 members 
Mstep: Class 3 contains 48278 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 33014 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 142148 members 
Mstep: Class 8 contains 120377 members 
Mstep: Class 9 contains 2332 members 
Mstep: Class 10 contains 70120 members 
Mstep: Class 11 contains 27561 members 
Mstep: Class 12 contains 14029 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 2323 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 2600 members 
Mstep: Class 18 contains 50063 members 
Mstep: Class 19 contains 52656 members 
Mstep: Class 20 contains 73290 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 109560 members 
Mstep: Class 23 contains 85128 members 
Mstep: Class 24 contains 13049 members 
Mstep: Class 25 contains 6697 members 
Mstep: Class 26 contains 13530 members 
Mstep: Class 27 contains 163546 members 
Mstep: Class 28 contains 3503 members 
Mstep: Class 29 contains 1140 members 
Mstep: Class 30 contains 99197 members 
Mstep: Class 31 contains 56277 members 
Mstep: Class 32 contains 13139 members 
Mstep: Class 33 contains 101425 members 
Mstep: Class 34 contains 870 members 
Mstep: Class 35 contains 2844 members 
Mstep: Class 36 contains 138257 members 
Mstep: Class 37 contains 11238 members 
Mstep: Class 38 contains 24136 members 
Mstep: Class 39 contains 133815 members 
Mstep: Class 40 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87384664.000000 Penalty: 26142.113281
Iteration 151Q: 41 clusters Score -8.738466e+07 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 86376 members 
Mstep: Class 3 contains 48782 members 
Mstep: Class 4 contains 3434 members 
Mstep: Class 5 contains 33347 members 
Mstep: Class 6 contains 2620 members 
Mstep: Class 7 contains 142010 members 
Mstep: Class 8 contains 119041 members 
Mstep: Class 9 contains 2326 members 
Mstep: Class 10 contains 69932 members 
Mstep: Class 11 contains 27261 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 5090 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 5992 members 
Mstep: Class 17 contains 2600 members 
Mstep: Class 18 contains 49703 members 
Mstep: Class 19 contains 53154 members 
Mstep: Class 20 contains 73142 members 
Mstep: Class 21 contains 1699 members 
Mstep: Class 22 contains 109765 members 
Mstep: Class 23 contains 85029 members 
Mstep: Class 24 contains 13000 members 
Mstep: Class 25 contains 6046 members 
Mstep: Class 26 contains 13535 members 
Mstep: Class 27 contains 163415 members 
Mstep: Class 28 contains 3514 members 
Mstep: Class 29 contains 1126 members 
Mstep: Class 30 contains 98689 members 
Mstep: Class 31 contains 55839 members 
Mstep: Class 32 contains 13239 members 
Mstep: Class 33 contains 102904 members 
Mstep: Class 34 contains 864 members 
Mstep: Class 35 contains 2844 members 
Mstep: Class 36 contains 138473 members 
Mstep: Class 37 contains 11334 members 
Mstep: Class 38 contains 24279 members 
Mstep: Class 39 contains 134136 members 
Mstep: Class 40 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87384896.000000 Penalty: 26142.113281
Iteration 152Q: 41 clusters Score -8.73849e+07 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 86356 members 
Mstep: Class 3 contains 49312 members 
Mstep: Class 4 contains 3382 members 
Mstep: Class 5 contains 33655 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 141946 members 
Mstep: Class 8 contains 117690 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 69785 members 
Mstep: Class 11 contains 26947 members 
Mstep: Class 12 contains 14906 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 6042 members 
Mstep: Class 17 contains 2595 members 
Mstep: Class 18 contains 49333 members 
Mstep: Class 19 contains 53639 members 
Mstep: Class 20 contains 73017 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 109969 members 
Mstep: Class 23 contains 84937 members 
Mstep: Class 24 contains 12943 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 13530 members 
Mstep: Class 27 contains 163302 members 
Mstep: Class 28 contains 3524 members 
Mstep: Class 29 contains 1106 members 
Mstep: Class 30 contains 98177 members 
Mstep: Class 31 contains 55430 members 
Mstep: Class 32 contains 13316 members 
Mstep: Class 33 contains 104309 members 
Mstep: Class 34 contains 863 members 
Mstep: Class 35 contains 2844 members 
Mstep: Class 36 contains 138694 members 
Mstep: Class 37 contains 11416 members 
Mstep: Class 38 contains 24429 members 
Mstep: Class 39 contains 134421 members 
Mstep: Class 40 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385384.000000 Penalty: 26142.113281
Iteration 153Q: 41 clusters Score -8.738538e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 86346 members 
Mstep: Class 3 contains 49849 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 33978 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 141909 members 
Mstep: Class 8 contains 116342 members 
Mstep: Class 9 contains 2325 members 
Mstep: Class 10 contains 69632 members 
Mstep: Class 11 contains 26661 members 
Mstep: Class 12 contains 15364 members 
Mstep: Class 13 contains 5125 members 
Mstep: Class 14 contains 2326 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 6100 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 48941 members 
Mstep: Class 19 contains 54102 members 
Mstep: Class 20 contains 72910 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 110147 members 
Mstep: Class 23 contains 84854 members 
Mstep: Class 24 contains 12880 members 
Mstep: Class 25 contains 5005 members 
Mstep: Class 26 contains 13527 members 
Mstep: Class 27 contains 163221 members 
Mstep: Class 28 contains 3542 members 
Mstep: Class 29 contains 1088 members 
Mstep: Class 30 contains 97626 members 
Mstep: Class 31 contains 55034 members 
Mstep: Class 32 contains 13427 members 
Mstep: Class 33 contains 105602 members 
Mstep: Class 34 contains 860 members 
Mstep: Class 35 contains 2845 members 
Mstep: Class 36 contains 138856 members 
Mstep: Class 37 contains 11495 members 
Mstep: Class 38 contains 24566 members 
Mstep: Class 39 contains 134689 members 
Mstep: Class 40 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385144.000000 Penalty: 26142.113281
Iteration 154Q: 41 clusters Score -8.738514e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 86382 members 
Mstep: Class 3 contains 50405 members 
Mstep: Class 4 contains 3265 members 
Mstep: Class 5 contains 34318 members 
Mstep: Class 6 contains 2633 members 
Mstep: Class 7 contains 141801 members 
Mstep: Class 8 contains 114968 members 
Mstep: Class 9 contains 2326 members 
Mstep: Class 10 contains 69514 members 
Mstep: Class 11 contains 26397 members 
Mstep: Class 12 contains 15774 members 
Mstep: Class 13 contains 5145 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 1348 members 
Mstep: Class 16 contains 6167 members 
Mstep: Class 17 contains 2581 members 
Mstep: Class 18 contains 48576 members 
Mstep: Class 19 contains 54554 members 
Mstep: Class 20 contains 72836 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 110261 members 
Mstep: Class 23 contains 84752 members 
Mstep: Class 24 contains 12814 members 
Mstep: Class 25 contains 4576 members 
Mstep: Class 26 contains 13517 members 
Mstep: Class 27 contains 163123 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 1068 members 
Mstep: Class 30 contains 97119 members 
Mstep: Class 31 contains 54643 members 
Mstep: Class 32 contains 13512 members 
Mstep: Class 33 contains 106862 members 
Mstep: Class 34 contains 857 members 
Mstep: Class 35 contains 2851 members 
Mstep: Class 36 contains 139029 members 
Mstep: Class 37 contains 11577 members 
Mstep: Class 38 contains 24694 members 
Mstep: Class 39 contains 134974 members 
Mstep: Class 40 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385272.000000 Penalty: 26142.113281
Iteration 155Q: 41 clusters Score -8.738527e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 86397 members 
Mstep: Class 3 contains 50917 members 
Mstep: Class 4 contains 3223 members 
Mstep: Class 5 contains 34658 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 141688 members 
Mstep: Class 8 contains 113731 members 
Mstep: Class 9 contains 2333 members 
Mstep: Class 10 contains 69388 members 
Mstep: Class 11 contains 26159 members 
Mstep: Class 12 contains 16118 members 
Mstep: Class 13 contains 5153 members 
Mstep: Class 14 contains 2324 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 6229 members 
Mstep: Class 17 contains 2574 members 
Mstep: Class 18 contains 48210 members 
Mstep: Class 19 contains 54981 members 
Mstep: Class 20 contains 72765 members 
Mstep: Class 21 contains 1724 members 
Mstep: Class 22 contains 110384 members 
Mstep: Class 23 contains 84670 members 
Mstep: Class 24 contains 12749 members 
Mstep: Class 25 contains 4198 members 
Mstep: Class 26 contains 13506 members 
Mstep: Class 27 contains 163069 members 
Mstep: Class 28 contains 3563 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 96597 members 
Mstep: Class 31 contains 54288 members 
Mstep: Class 32 contains 13615 members 
Mstep: Class 33 contains 107995 members 
Mstep: Class 34 contains 853 members 
Mstep: Class 35 contains 2853 members 
Mstep: Class 36 contains 139140 members 
Mstep: Class 37 contains 11640 members 
Mstep: Class 38 contains 24824 members 
Mstep: Class 39 contains 135302 members 
Mstep: Class 40 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385432.000000 Penalty: 26142.113281
Iteration 156Q: 41 clusters Score -8.738543e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 86405 members 
Mstep: Class 3 contains 51413 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 34977 members 
Mstep: Class 6 contains 2624 members 
Mstep: Class 7 contains 141588 members 
Mstep: Class 8 contains 112647 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 69288 members 
Mstep: Class 11 contains 25946 members 
Mstep: Class 12 contains 16417 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 2325 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 2571 members 
Mstep: Class 18 contains 47834 members 
Mstep: Class 19 contains 55383 members 
Mstep: Class 20 contains 72701 members 
Mstep: Class 21 contains 1730 members 
Mstep: Class 22 contains 110556 members 
Mstep: Class 23 contains 84580 members 
Mstep: Class 24 contains 12698 members 
Mstep: Class 25 contains 3824 members 
Mstep: Class 26 contains 13498 members 
Mstep: Class 27 contains 162981 members 
Mstep: Class 28 contains 3571 members 
Mstep: Class 29 contains 1018 members 
Mstep: Class 30 contains 96033 members 
Mstep: Class 31 contains 53911 members 
Mstep: Class 32 contains 13629 members 
Mstep: Class 33 contains 109047 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 2850 members 
Mstep: Class 36 contains 139250 members 
Mstep: Class 37 contains 11745 members 
Mstep: Class 38 contains 24963 members 
Mstep: Class 39 contains 135695 members 
Mstep: Class 40 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385552.000000 Penalty: 26142.113281
Iteration 157Q: 41 clusters Score -8.738555e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 86425 members 
Mstep: Class 3 contains 51957 members 
Mstep: Class 4 contains 3117 members 
Mstep: Class 5 contains 35273 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 141501 members 
Mstep: Class 8 contains 111654 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 69176 members 
Mstep: Class 11 contains 25740 members 
Mstep: Class 12 contains 16710 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 2327 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 47418 members 
Mstep: Class 19 contains 55729 members 
Mstep: Class 20 contains 72582 members 
Mstep: Class 21 contains 1730 members 
Mstep: Class 22 contains 110703 members 
Mstep: Class 23 contains 84504 members 
Mstep: Class 24 contains 12641 members 
Mstep: Class 25 contains 3506 members 
Mstep: Class 26 contains 13503 members 
Mstep: Class 27 contains 162912 members 
Mstep: Class 28 contains 3576 members 
Mstep: Class 29 contains 1004 members 
Mstep: Class 30 contains 95473 members 
Mstep: Class 31 contains 53526 members 
Mstep: Class 32 contains 13698 members 
Mstep: Class 33 contains 110041 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 2850 members 
Mstep: Class 36 contains 139357 members 
Mstep: Class 37 contains 11839 members 
Mstep: Class 38 contains 25118 members 
Mstep: Class 39 contains 136014 members 
Mstep: Class 40 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87385560.000000 Penalty: 26142.113281
Iteration 158Q: 41 clusters Score -8.738556e+07 nChanged 7813
Entering ConstructFrom: 
Score: -87385560.000000 Penalty: 26142.113281
Entering ConstructFrom: 
Trying to split cluster 1 (7158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Entering Unmasked Estep 
Score: -386269.812500 Penalty: 403.857361
	Iteration 0F: 2 clusters Score -386269.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -381552.375000 Penalty: 807.714722
	Iteration 0F: 3 clusters Score -381552.4 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -383576.281250 Penalty: 807.714722
	Iteration 1F: 3 clusters Score -383576.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -383783.375000 Penalty: 807.714722
	Iteration 2F: 3 clusters Score -383783.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -384029.375000 Penalty: 807.714722
	Iteration 3F: 3 clusters Score -384029.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -384284.250000 Penalty: 807.714722
	Iteration 4F: 3 clusters Score -384284.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -384535.187500 Penalty: 807.714722
	Iteration 5F: 3 clusters Score -384535.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -384783.562500 Penalty: 807.714722
	Iteration 6Q: 3 clusters Score -384783.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -384992.750000 Penalty: 807.714722
	Iteration 7Q: 3 clusters Score -384992.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -385098.531250 Penalty: 807.714722
	Iteration 8Q: 3 clusters Score -385098.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -385159.593750 Penalty: 807.714722
	Iteration 9Q: 3 clusters Score -385159.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -385205.218750 Penalty: 807.714722
	Iteration 10Q: 3 clusters Score -385205.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -385242.625000 Penalty: 807.714722
	Iteration 11Q: 3 clusters Score -385242.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -385278.625000 Penalty: 807.714722
	Iteration 12Q: 3 clusters Score -385278.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -385315.625000 Penalty: 807.714722
	Iteration 13Q: 3 clusters Score -385315.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -385359.875000 Penalty: 807.714722
	Iteration 14Q: 3 clusters Score -385359.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -385398.625000 Penalty: 807.714722
	Iteration 15Q: 3 clusters Score -385398.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -385436.218750 Penalty: 807.714722
	Iteration 16Q: 3 clusters Score -385436.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -385475.437500 Penalty: 807.714722
	Iteration 17Q: 3 clusters Score -385475.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -385514.218750 Penalty: 807.714722
	Iteration 18Q: 3 clusters Score -385514.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -385556.625000 Penalty: 807.714722
	Iteration 19Q: 3 clusters Score -385556.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -385601.062500 Penalty: 807.714722
	Iteration 20F: 3 clusters Score -385601.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -385636.875000 Penalty: 807.714722
	Iteration 21Q: 3 clusters Score -385636.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -385669.593750 Penalty: 807.714722
	Iteration 22Q: 3 clusters Score -385669.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -385695.250000 Penalty: 807.714722
	Iteration 23Q: 3 clusters Score -385695.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -385709.156250 Penalty: 807.714722
	Iteration 24Q: 3 clusters Score -385709.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -385725.093750 Penalty: 807.714722
	Iteration 25Q: 3 clusters Score -385725.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -385742.031250 Penalty: 807.714722
	Iteration 26Q: 3 clusters Score -385742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -385758.093750 Penalty: 807.714722
	Iteration 27Q: 3 clusters Score -385758.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -385775.593750 Penalty: 807.714722
	Iteration 28Q: 3 clusters Score -385775.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -385787.875000 Penalty: 807.714722
	Iteration 29Q: 3 clusters Score -385787.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -385797.843750 Penalty: 807.714722
	Iteration 30Q: 3 clusters Score -385797.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -385806.031250 Penalty: 807.714722
	Iteration 31Q: 3 clusters Score -385806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -385817.312500 Penalty: 807.714722
	Iteration 32Q: 3 clusters Score -385817.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -385825.593750 Penalty: 807.714722
	Iteration 33Q: 3 clusters Score -385825.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -385830.406250 Penalty: 807.714722
	Iteration 34Q: 3 clusters Score -385830.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -385836.375000 Penalty: 807.714722
	Iteration 35Q: 3 clusters Score -385836.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -385843.093750 Penalty: 807.714722
	Iteration 36Q: 3 clusters Score -385843.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -385849.500000 Penalty: 807.714722
	Iteration 37Q: 3 clusters Score -385849.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -385852.468750 Penalty: 807.714722
	Iteration 38Q: 3 clusters Score -385852.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -385857.968750 Penalty: 807.714722
	Iteration 39Q: 3 clusters Score -385858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -385863.625000 Penalty: 807.714722
	Iteration 40F: 3 clusters Score -385863.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -385870.750000 Penalty: 807.714722
	Iteration 41Q: 3 clusters Score -385870.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -385878.593750 Penalty: 807.714722
	Iteration 42Q: 3 clusters Score -385878.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -385887.937500 Penalty: 807.714722
	Iteration 43Q: 3 clusters Score -385887.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -385898.062500 Penalty: 807.714722
	Iteration 44Q: 3 clusters Score -385898.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -385907.593750 Penalty: 807.714722
	Iteration 45Q: 3 clusters Score -385907.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -385914.468750 Penalty: 807.714722
	Iteration 46Q: 3 clusters Score -385914.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -385918.406250 Penalty: 807.714722
	Iteration 47Q: 3 clusters Score -385918.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -385920.781250 Penalty: 807.714722
	Iteration 48Q: 3 clusters Score -385920.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -385922.656250 Penalty: 807.714722
	Iteration 49Q: 3 clusters Score -385922.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -385928.062500 Penalty: 807.714722
	Iteration 50Q: 3 clusters Score -385928.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -385935.531250 Penalty: 807.714722
	Iteration 51Q: 3 clusters Score -385935.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -385939.750000 Penalty: 807.714722
	Iteration 52Q: 3 clusters Score -385939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -385944.187500 Penalty: 807.714722
	Iteration 53Q: 3 clusters Score -385944.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -385952.031250 Penalty: 807.714722
	Iteration 54Q: 3 clusters Score -385952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -385956.968750 Penalty: 807.714722
	Iteration 55Q: 3 clusters Score -385957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -385959.500000 Penalty: 807.714722
	Iteration 56Q: 3 clusters Score -385959.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -385961.062500 Penalty: 807.714722
	Iteration 57Q: 3 clusters Score -385961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -385964.281250 Penalty: 807.714722
	Iteration 58Q: 3 clusters Score -385964.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -385967.968750 Penalty: 807.714722
	Iteration 59Q: 3 clusters Score -385968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -385968.125000 Penalty: 807.714722
	Iteration 60F: 3 clusters Score -385968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -385969.875000 Penalty: 807.714722
	Iteration 61Q: 3 clusters Score -385969.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -385971.500000 Penalty: 807.714722
	Iteration 62Q: 3 clusters Score -385971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -385971.750000 Penalty: 807.714722
	Iteration 63Q: 3 clusters Score -385971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -385971.343750 Penalty: 807.714722
	Iteration 64Q: 3 clusters Score -385971.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -385972.500000 Penalty: 807.714722
	Iteration 65Q: 3 clusters Score -385972.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -385973.781250 Penalty: 807.714722
	Iteration 66Q: 3 clusters Score -385973.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -385974.625000 Penalty: 807.714722
	Iteration 67Q: 3 clusters Score -385974.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -385974.093750 Penalty: 807.714722
	Iteration 68Q: 3 clusters Score -385974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -385975.156250 Penalty: 807.714722
	Iteration 69Q: 3 clusters Score -385975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -385975.562500 Penalty: 807.714722
	Iteration 70Q: 3 clusters Score -385975.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -385977.031250 Penalty: 807.714722
	Iteration 71Q: 3 clusters Score -385977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -385977.906250 Penalty: 807.714722
	Iteration 72Q: 3 clusters Score -385977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -385977.906250 Penalty: 807.714722
	Iteration 73F: 3 clusters Score -385977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Entering Unmasked Estep 
Score: -4563484.500000 Penalty: 517.203674
	Iteration 0F: 2 clusters Score -4563484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -4505837.500000 Penalty: 1034.407349
	Iteration 0F: 3 clusters Score -4505838 nChanged 42137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -4533206.000000 Penalty: 1034.407349
	Iteration 1F: 3 clusters Score -4533206 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -4535402.000000 Penalty: 1034.407349
	Iteration 2Q: 3 clusters Score -4535402 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -4538727.000000 Penalty: 1034.407349
	Iteration 3F: 3 clusters Score -4538727 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -4543178.000000 Penalty: 1034.407349
	Iteration 4F: 3 clusters Score -4543178 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -4547192.500000 Penalty: 1034.407349
	Iteration 5F: 3 clusters Score -4547192 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -4548978.000000 Penalty: 1034.407349
	Iteration 6Q: 3 clusters Score -4548978 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -4549572.500000 Penalty: 1034.407349
	Iteration 7Q: 3 clusters Score -4549572 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -4549940.500000 Penalty: 1034.407349
	Iteration 8Q: 3 clusters Score -4549940 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -4550302.500000 Penalty: 1034.407349
	Iteration 9Q: 3 clusters Score -4550302 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -4550670.500000 Penalty: 1034.407349
	Iteration 10Q: 3 clusters Score -4550670 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -4551102.000000 Penalty: 1034.407349
	Iteration 11Q: 3 clusters Score -4551102 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -4551516.000000 Penalty: 1034.407349
	Iteration 12Q: 3 clusters Score -4551516 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -4551934.500000 Penalty: 1034.407349
	Iteration 13Q: 3 clusters Score -4551934 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -4552285.000000 Penalty: 1034.407349
	Iteration 14Q: 3 clusters Score -4552285 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4552703.000000 Penalty: 1034.407349
	Iteration 15Q: 3 clusters Score -4552703 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -4553043.500000 Penalty: 1034.407349
	Iteration 16Q: 3 clusters Score -4553044 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4553412.000000 Penalty: 1034.407349
	Iteration 17Q: 3 clusters Score -4553412 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4553716.500000 Penalty: 1034.407349
	Iteration 18Q: 3 clusters Score -4553716 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4554010.500000 Penalty: 1034.407349
	Iteration 19Q: 3 clusters Score -4554010 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4554318.500000 Penalty: 1034.407349
	Iteration 20F: 3 clusters Score -4554318 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4554549.500000 Penalty: 1034.407349
	Iteration 21Q: 3 clusters Score -4554550 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -4554793.000000 Penalty: 1034.407349
	Iteration 22Q: 3 clusters Score -4554793 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4555028.500000 Penalty: 1034.407349
	Iteration 23Q: 3 clusters Score -4555028 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -4555199.000000 Penalty: 1034.407349
	Iteration 24Q: 3 clusters Score -4555199 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4555349.000000 Penalty: 1034.407349
	Iteration 25Q: 3 clusters Score -4555349 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -4555521.500000 Penalty: 1034.407349
	Iteration 26Q: 3 clusters Score -4555522 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -4555693.500000 Penalty: 1034.407349
	Iteration 27Q: 3 clusters Score -4555694 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -4555828.500000 Penalty: 1034.407349
	Iteration 28Q: 3 clusters Score -4555828 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4555968.000000 Penalty: 1034.407349
	Iteration 29Q: 3 clusters Score -4555968 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -4556131.000000 Penalty: 1034.407349
	Iteration 30Q: 3 clusters Score -4556131 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -4556272.000000 Penalty: 1034.407349
	Iteration 31Q: 3 clusters Score -4556272 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4556417.500000 Penalty: 1034.407349
	Iteration 32Q: 3 clusters Score -4556418 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -4556580.000000 Penalty: 1034.407349
	Iteration 33Q: 3 clusters Score -4556580 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -4556761.000000 Penalty: 1034.407349
	Iteration 34Q: 3 clusters Score -4556761 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -4556956.000000 Penalty: 1034.407349
	Iteration 35Q: 3 clusters Score -4556956 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65812 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4557159.000000 Penalty: 1034.407349
	Iteration 36Q: 3 clusters Score -4557159 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66637 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -4557330.000000 Penalty: 1034.407349
	Iteration 37Q: 3 clusters Score -4557330 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4557495.000000 Penalty: 1034.407349
	Iteration 38Q: 3 clusters Score -4557495 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4557645.000000 Penalty: 1034.407349
	Iteration 39Q: 3 clusters Score -4557645 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4557803.000000 Penalty: 1034.407349
	Iteration 40F: 3 clusters Score -4557803 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69714 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4557942.000000 Penalty: 1034.407349
	Iteration 41Q: 3 clusters Score -4557942 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -4558082.000000 Penalty: 1034.407349
	Iteration 42Q: 3 clusters Score -4558082 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -4558241.000000 Penalty: 1034.407349
	Iteration 43Q: 3 clusters Score -4558241 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71783 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -4558383.500000 Penalty: 1034.407349
	Iteration 44Q: 3 clusters Score -4558384 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72447 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -4558534.500000 Penalty: 1034.407349
	Iteration 45Q: 3 clusters Score -4558534 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -4558674.500000 Penalty: 1034.407349
	Iteration 46Q: 3 clusters Score -4558674 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -4558867.000000 Penalty: 1034.407349
	Iteration 47Q: 3 clusters Score -4558867 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -4559003.000000 Penalty: 1034.407349
	Iteration 48Q: 3 clusters Score -4559003 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4559172.500000 Penalty: 1034.407349
	Iteration 49Q: 3 clusters Score -4559172 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75676 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4559299.500000 Penalty: 1034.407349
	Iteration 50Q: 3 clusters Score -4559300 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4559447.500000 Penalty: 1034.407349
	Iteration 51Q: 3 clusters Score -4559448 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -4559618.000000 Penalty: 1034.407349
	Iteration 52Q: 3 clusters Score -4559618 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77528 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -4559770.000000 Penalty: 1034.407349
	Iteration 53Q: 3 clusters Score -4559770 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -4559912.000000 Penalty: 1034.407349
	Iteration 54Q: 3 clusters Score -4559912 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -4560077.000000 Penalty: 1034.407349
	Iteration 55Q: 3 clusters Score -4560077 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -4560247.000000 Penalty: 1034.407349
	Iteration 56Q: 3 clusters Score -4560247 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -4560439.000000 Penalty: 1034.407349
	Iteration 57Q: 3 clusters Score -4560439 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4560630.000000 Penalty: 1034.407349
	Iteration 58Q: 3 clusters Score -4560630 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -4560845.500000 Penalty: 1034.407349
	Iteration 59Q: 3 clusters Score -4560846 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -4561067.000000 Penalty: 1034.407349
	Iteration 60F: 3 clusters Score -4561067 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -4561295.000000 Penalty: 1034.407349
	Iteration 61Q: 3 clusters Score -4561295 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83082 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4561562.000000 Penalty: 1034.407349
	Iteration 62Q: 3 clusters Score -4561562 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83633 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4561806.000000 Penalty: 1034.407349
	Iteration 63Q: 3 clusters Score -4561806 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4562023.500000 Penalty: 1034.407349
	Iteration 64Q: 3 clusters Score -4562024 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4562223.500000 Penalty: 1034.407349
	Iteration 65Q: 3 clusters Score -4562224 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4562403.000000 Penalty: 1034.407349
	Iteration 66Q: 3 clusters Score -4562403 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4562524.000000 Penalty: 1034.407349
	Iteration 67Q: 3 clusters Score -4562524 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85451 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4562663.000000 Penalty: 1034.407349
	Iteration 68Q: 3 clusters Score -4562663 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4562752.500000 Penalty: 1034.407349
	Iteration 69Q: 3 clusters Score -4562752 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85792 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4562836.000000 Penalty: 1034.407349
	Iteration 70Q: 3 clusters Score -4562836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85906 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4562885.500000 Penalty: 1034.407349
	Iteration 71Q: 3 clusters Score -4562886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4562923.000000 Penalty: 1034.407349
	Iteration 72Q: 3 clusters Score -4562923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4562955.500000 Penalty: 1034.407349
	Iteration 73Q: 3 clusters Score -4562956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86121 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4562977.000000 Penalty: 1034.407349
	Iteration 74Q: 3 clusters Score -4562977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4563001.000000 Penalty: 1034.407349
	Iteration 75Q: 3 clusters Score -4563001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4563016.000000 Penalty: 1034.407349
	Iteration 76Q: 3 clusters Score -4563016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86205 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4563020.500000 Penalty: 1034.407349
	Iteration 77Q: 3 clusters Score -4563020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4563035.500000 Penalty: 1034.407349
	Iteration 78Q: 3 clusters Score -4563036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86232 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -4563046.500000 Penalty: 1034.407349
	Iteration 79Q: 3 clusters Score -4563046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86242 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4563050.500000 Penalty: 1034.407349
	Iteration 80F: 3 clusters Score -4563050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4563060.000000 Penalty: 1034.407349
	Iteration 81Q: 3 clusters Score -4563060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4563060.000000 Penalty: 1034.407349
	Iteration 82Q: 3 clusters Score -4563060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86258 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4563062.000000 Penalty: 1034.407349
	Iteration 83Q: 3 clusters Score -4563062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4563066.000000 Penalty: 1034.407349
	Iteration 84Q: 3 clusters Score -4563066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4563072.000000 Penalty: 1034.407349
	Iteration 85Q: 3 clusters Score -4563072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4563073.000000 Penalty: 1034.407349
	Iteration 86Q: 3 clusters Score -4563073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4563074.500000 Penalty: 1034.407349
	Iteration 87Q: 3 clusters Score -4563074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4563071.000000 Penalty: 1034.407349
	Iteration 88Q: 3 clusters Score -4563071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4563073.500000 Penalty: 1034.407349
	Iteration 89Q: 3 clusters Score -4563074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86275 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4563074.000000 Penalty: 1034.407349
	Iteration 90Q: 3 clusters Score -4563074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86277 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4563077.000000 Penalty: 1034.407349
	Iteration 91Q: 3 clusters Score -4563077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86280 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4563077.500000 Penalty: 1034.407349
	Iteration 92Q: 3 clusters Score -4563078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4563078.500000 Penalty: 1034.407349
	Iteration 93Q: 3 clusters Score -4563078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4563080.500000 Penalty: 1034.407349
	Iteration 94Q: 3 clusters Score -4563080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4563080.500000 Penalty: 1034.407349
	Iteration 95F: 3 clusters Score -4563080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52519 members 
Entering Unmasked Estep 
Score: -2947561.750000 Penalty: 494.536316
	Iteration 0F: 2 clusters Score -2947562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -2912601.000000 Penalty: 989.072632
	Iteration 0F: 3 clusters Score -2912601 nChanged 25379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -2928323.250000 Penalty: 989.072632
	Iteration 1F: 3 clusters Score -2928323 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -2929532.000000 Penalty: 989.072632
	Iteration 2Q: 3 clusters Score -2929532 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2931546.250000 Penalty: 989.072632
	Iteration 3F: 3 clusters Score -2931546 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -2935102.500000 Penalty: 989.072632
	Iteration 4F: 3 clusters Score -2935102 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -2939489.250000 Penalty: 989.072632
	Iteration 5F: 3 clusters Score -2939489 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2942062.000000 Penalty: 989.072632
	Iteration 6F: 3 clusters Score -2942062 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2943146.000000 Penalty: 989.072632
	Iteration 7Q: 3 clusters Score -2943146 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2943833.000000 Penalty: 989.072632
	Iteration 8Q: 3 clusters Score -2943833 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2944312.000000 Penalty: 989.072632
	Iteration 9Q: 3 clusters Score -2944312 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -2944610.250000 Penalty: 989.072632
	Iteration 10Q: 3 clusters Score -2944610 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -2944798.000000 Penalty: 989.072632
	Iteration 11Q: 3 clusters Score -2944798 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2944926.500000 Penalty: 989.072632
	Iteration 12Q: 3 clusters Score -2944926 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2944999.500000 Penalty: 989.072632
	Iteration 13Q: 3 clusters Score -2945000 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2945052.000000 Penalty: 989.072632
	Iteration 14Q: 3 clusters Score -2945052 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -2945078.500000 Penalty: 989.072632
	Iteration 15Q: 3 clusters Score -2945078 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -2945092.750000 Penalty: 989.072632
	Iteration 16Q: 3 clusters Score -2945093 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -2945106.250000 Penalty: 989.072632
	Iteration 17Q: 3 clusters Score -2945106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -2945108.500000 Penalty: 989.072632
	Iteration 18Q: 3 clusters Score -2945108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2945106.750000 Penalty: 989.072632
	Iteration 19Q: 3 clusters Score -2945107 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2945120.500000 Penalty: 989.072632
	Iteration 20F: 3 clusters Score -2945120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2945126.000000 Penalty: 989.072632
	Iteration 21Q: 3 clusters Score -2945126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2945119.500000 Penalty: 989.072632
	Iteration 22Q: 3 clusters Score -2945120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2945112.250000 Penalty: 989.072632
	Iteration 23Q: 3 clusters Score -2945112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -2945114.500000 Penalty: 989.072632
	Iteration 24Q: 3 clusters Score -2945114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -2945113.250000 Penalty: 989.072632
	Iteration 25Q: 3 clusters Score -2945113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -2945110.500000 Penalty: 989.072632
	Iteration 26Q: 3 clusters Score -2945110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2945108.750000 Penalty: 989.072632
	Iteration 27Q: 3 clusters Score -2945109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -2945103.750000 Penalty: 989.072632
	Iteration 28Q: 3 clusters Score -2945104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -2945099.000000 Penalty: 989.072632
	Iteration 29Q: 3 clusters Score -2945099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2945099.500000 Penalty: 989.072632
	Iteration 30Q: 3 clusters Score -2945100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2945095.750000 Penalty: 989.072632
	Iteration 31Q: 3 clusters Score -2945096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2945097.000000 Penalty: 989.072632
	Iteration 32Q: 3 clusters Score -2945097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -2945100.000000 Penalty: 989.072632
	Iteration 33Q: 3 clusters Score -2945100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2945099.750000 Penalty: 989.072632
	Iteration 34Q: 3 clusters Score -2945100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -2945100.500000 Penalty: 989.072632
	Iteration 35Q: 3 clusters Score -2945100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2945100.250000 Penalty: 989.072632
	Iteration 36Q: 3 clusters Score -2945100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -2945100.250000 Penalty: 989.072632
	Iteration 37F: 3 clusters Score -2945100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Entering Unmasked Estep 
Score: -179919.687500 Penalty: 365.235321
	Iteration 0F: 2 clusters Score -179919.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -177799.609375 Penalty: 730.470642
	Iteration 0F: 3 clusters Score -177799.6 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -178530.671875 Penalty: 730.470642
	Iteration 1F: 3 clusters Score -178530.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -178603.781250 Penalty: 730.470642
	Iteration 2F: 3 clusters Score -178603.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -178671.625000 Penalty: 730.470642
	Iteration 3Q: 3 clusters Score -178671.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -178742.953125 Penalty: 730.470642
	Iteration 4Q: 3 clusters Score -178743 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -178842.218750 Penalty: 730.470642
	Iteration 5Q: 3 clusters Score -178842.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -178975.531250 Penalty: 730.470642
	Iteration 6F: 3 clusters Score -178975.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -179091.953125 Penalty: 730.470642
	Iteration 7F: 3 clusters Score -179092 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -179174.296875 Penalty: 730.470642
	Iteration 8Q: 3 clusters Score -179174.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -179256.593750 Penalty: 730.470642
	Iteration 9Q: 3 clusters Score -179256.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -179328.437500 Penalty: 730.470642
	Iteration 10Q: 3 clusters Score -179328.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -179377.828125 Penalty: 730.470642
	Iteration 11Q: 3 clusters Score -179377.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -179413.875000 Penalty: 730.470642
	Iteration 12Q: 3 clusters Score -179413.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -179439.359375 Penalty: 730.470642
	Iteration 13Q: 3 clusters Score -179439.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -179457.468750 Penalty: 730.470642
	Iteration 14Q: 3 clusters Score -179457.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -179477.640625 Penalty: 730.470642
	Iteration 15Q: 3 clusters Score -179477.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -179488.515625 Penalty: 730.470642
	Iteration 16Q: 3 clusters Score -179488.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -179494.468750 Penalty: 730.470642
	Iteration 17Q: 3 clusters Score -179494.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -179501.296875 Penalty: 730.470642
	Iteration 18Q: 3 clusters Score -179501.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -179509.609375 Penalty: 730.470642
	Iteration 19Q: 3 clusters Score -179509.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -179515.250000 Penalty: 730.470642
	Iteration 20F: 3 clusters Score -179515.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -179522.593750 Penalty: 730.470642
	Iteration 21Q: 3 clusters Score -179522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -179528.625000 Penalty: 730.470642
	Iteration 22Q: 3 clusters Score -179528.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -179536.046875 Penalty: 730.470642
	Iteration 23Q: 3 clusters Score -179536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -179539.984375 Penalty: 730.470642
	Iteration 24Q: 3 clusters Score -179540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -179543.765625 Penalty: 730.470642
	Iteration 25Q: 3 clusters Score -179543.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -179554.437500 Penalty: 730.470642
	Iteration 26Q: 3 clusters Score -179554.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -179564.281250 Penalty: 730.470642
	Iteration 27Q: 3 clusters Score -179564.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -179570.859375 Penalty: 730.470642
	Iteration 28Q: 3 clusters Score -179570.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -179575.031250 Penalty: 730.470642
	Iteration 29Q: 3 clusters Score -179575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -179579.906250 Penalty: 730.470642
	Iteration 30Q: 3 clusters Score -179579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -179589.390625 Penalty: 730.470642
	Iteration 31Q: 3 clusters Score -179589.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -179595.296875 Penalty: 730.470642
	Iteration 32Q: 3 clusters Score -179595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -179600.296875 Penalty: 730.470642
	Iteration 33Q: 3 clusters Score -179600.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -179608.515625 Penalty: 730.470642
	Iteration 34Q: 3 clusters Score -179608.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -179614.250000 Penalty: 730.470642
	Iteration 35Q: 3 clusters Score -179614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -179614.781250 Penalty: 730.470642
	Iteration 36Q: 3 clusters Score -179614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -179614.781250 Penalty: 730.470642
	Iteration 37F: 3 clusters Score -179614.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Entering Unmasked Estep 
Score: -1921345.375000 Penalty: 476.847137
	Iteration 0F: 2 clusters Score -1921345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1897491.500000 Penalty: 953.694275
	Iteration 0F: 3 clusters Score -1897492 nChanged 17177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1907935.750000 Penalty: 953.694275
	Iteration 1F: 3 clusters Score -1907936 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1908757.125000 Penalty: 953.694275
	Iteration 2F: 3 clusters Score -1908757 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1909991.250000 Penalty: 953.694275
	Iteration 3F: 3 clusters Score -1909991 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1911681.250000 Penalty: 953.694275
	Iteration 4F: 3 clusters Score -1911681 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1913731.250000 Penalty: 953.694275
	Iteration 5F: 3 clusters Score -1913731 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1915757.750000 Penalty: 953.694275
	Iteration 6F: 3 clusters Score -1915758 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1917217.625000 Penalty: 953.694275
	Iteration 7Q: 3 clusters Score -1917218 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1918237.625000 Penalty: 953.694275
	Iteration 8Q: 3 clusters Score -1918238 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1919139.750000 Penalty: 953.694275
	Iteration 9Q: 3 clusters Score -1919140 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1920012.875000 Penalty: 953.694275
	Iteration 10Q: 3 clusters Score -1920013 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1920776.000000 Penalty: 953.694275
	Iteration 11Q: 3 clusters Score -1920776 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1921262.500000 Penalty: 953.694275
	Iteration 12Q: 3 clusters Score -1921262 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1921546.750000 Penalty: 953.694275
	Iteration 13Q: 3 clusters Score -1921547 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1921670.000000 Penalty: 953.694275
	Iteration 14Q: 3 clusters Score -1921670 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1921735.000000 Penalty: 953.694275
	Iteration 15Q: 3 clusters Score -1921735 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1921773.250000 Penalty: 953.694275
	Iteration 16Q: 3 clusters Score -1921773 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1921788.750000 Penalty: 953.694275
	Iteration 17Q: 3 clusters Score -1921789 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1921799.000000 Penalty: 953.694275
	Iteration 18Q: 3 clusters Score -1921799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1921791.750000 Penalty: 953.694275
	Iteration 19Q: 3 clusters Score -1921792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1921793.250000 Penalty: 953.694275
	Iteration 20F: 3 clusters Score -1921793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1921792.500000 Penalty: 953.694275
	Iteration 21Q: 3 clusters Score -1921792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1921792.625000 Penalty: 953.694275
	Iteration 22Q: 3 clusters Score -1921793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1921797.125000 Penalty: 953.694275
	Iteration 23Q: 3 clusters Score -1921797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1921799.375000 Penalty: 953.694275
	Iteration 24Q: 3 clusters Score -1921799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1921800.125000 Penalty: 953.694275
	Iteration 25Q: 3 clusters Score -1921800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1921801.625000 Penalty: 953.694275
	Iteration 26Q: 3 clusters Score -1921802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1921802.125000 Penalty: 953.694275
	Iteration 27Q: 3 clusters Score -1921802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1921798.625000 Penalty: 953.694275
	Iteration 28Q: 3 clusters Score -1921799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1921798.000000 Penalty: 953.694275
	Iteration 29Q: 3 clusters Score -1921798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1921797.500000 Penalty: 953.694275
	Iteration 30Q: 3 clusters Score -1921798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1921801.125000 Penalty: 953.694275
	Iteration 31Q: 3 clusters Score -1921801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1921800.625000 Penalty: 953.694275
	Iteration 32Q: 3 clusters Score -1921801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1921800.375000 Penalty: 953.694275
	Iteration 33Q: 3 clusters Score -1921800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1921800.375000 Penalty: 953.694275
	Iteration 34F: 3 clusters Score -1921800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 86432 members 
Mstep: Class 3 contains 52519 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 25658 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 141332 members 
Mstep: Class 8 contains 110766 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 69103 members 
Mstep: Class 11 contains 25526 members 
Mstep: Class 12 contains 16957 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 56068 members 
Mstep: Class 20 contains 72478 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 110814 members 
Mstep: Class 23 contains 84483 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 3245 members 
Mstep: Class 26 contains 13496 members 
Mstep: Class 27 contains 162818 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 997 members 
Mstep: Class 30 contains 94907 members 
Mstep: Class 31 contains 53166 members 
Mstep: Class 32 contains 13825 members 
Mstep: Class 33 contains 110988 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 2850 members 
Mstep: Class 36 contains 139411 members 
Mstep: Class 37 contains 11936 members 
Mstep: Class 38 contains 25269 members 
Mstep: Class 39 contains 136323 members 
Mstep: Class 40 contains 199 members 
Mstep: Class 41 contains 9944 members 
Entering Unmasked Estep 
Score: -87385744.000000 Penalty: 26795.666016
Splitting cluster 5 changes total score from -87385560.000000 to -87385744.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 6 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -140292.109375 Penalty: 357.900970
	Iteration 0F: 2 clusters Score -140292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -138458.687500 Penalty: 715.801941
	Iteration 0F: 3 clusters Score -138458.7 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -139172.656250 Penalty: 715.801941
	Iteration 1F: 3 clusters Score -139172.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -139416.546875 Penalty: 715.801941
	Iteration 2F: 3 clusters Score -139416.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -139631.781250 Penalty: 715.801941
	Iteration 3F: 3 clusters Score -139631.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -139795.187500 Penalty: 715.801941
	Iteration 4F: 3 clusters Score -139795.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -139888.359375 Penalty: 715.801941
	Iteration 5Q: 3 clusters Score -139888.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -139940.515625 Penalty: 715.801941
	Iteration 6Q: 3 clusters Score -139940.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -139963.328125 Penalty: 715.801941
	Iteration 7Q: 3 clusters Score -139963.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -139984.828125 Penalty: 715.801941
	Iteration 8Q: 3 clusters Score -139984.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -140002.593750 Penalty: 715.801941
	Iteration 9Q: 3 clusters Score -140002.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -140012.828125 Penalty: 715.801941
	Iteration 10Q: 3 clusters Score -140012.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -140017.453125 Penalty: 715.801941
	Iteration 11Q: 3 clusters Score -140017.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -140022.125000 Penalty: 715.801941
	Iteration 12Q: 3 clusters Score -140022.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -140026.640625 Penalty: 715.801941
	Iteration 13Q: 3 clusters Score -140026.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -140031.984375 Penalty: 715.801941
	Iteration 14Q: 3 clusters Score -140032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -140037.140625 Penalty: 715.801941
	Iteration 15Q: 3 clusters Score -140037.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -140041.265625 Penalty: 715.801941
	Iteration 16Q: 3 clusters Score -140041.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -140042.312500 Penalty: 715.801941
	Iteration 17Q: 3 clusters Score -140042.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -140043.281250 Penalty: 715.801941
	Iteration 18Q: 3 clusters Score -140043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -140044.296875 Penalty: 715.801941
	Iteration 19Q: 3 clusters Score -140044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -140044.265625 Penalty: 715.801941
	Iteration 20F: 3 clusters Score -140044.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (141332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141332 members 
Entering Unmasked Estep 
Score: -7758024.000000 Penalty: 539.578430
	Iteration 0F: 2 clusters Score -7758024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -7672901.500000 Penalty: 1079.156860
	Iteration 0F: 3 clusters Score -7672902 nChanged 69330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -7715876.500000 Penalty: 1079.156860
	Iteration 1F: 3 clusters Score -7715876 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -7717869.500000 Penalty: 1079.156860
	Iteration 2Q: 3 clusters Score -7717870 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -7720628.000000 Penalty: 1079.156860
	Iteration 3F: 3 clusters Score -7720628 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96952 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -7724549.000000 Penalty: 1079.156860
	Iteration 4F: 3 clusters Score -7724549 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -7730401.000000 Penalty: 1079.156860
	Iteration 5F: 3 clusters Score -7730401 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112638 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -7737769.500000 Penalty: 1079.156860
	Iteration 6F: 3 clusters Score -7737770 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116491 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -7743194.500000 Penalty: 1079.156860
	Iteration 7Q: 3 clusters Score -7743194 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117847 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -7745512.000000 Penalty: 1079.156860
	Iteration 8Q: 3 clusters Score -7745512 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118631 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -7746116.000000 Penalty: 1079.156860
	Iteration 9Q: 3 clusters Score -7746116 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119323 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -7746303.000000 Penalty: 1079.156860
	Iteration 10Q: 3 clusters Score -7746303 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119911 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -7746369.500000 Penalty: 1079.156860
	Iteration 11Q: 3 clusters Score -7746370 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120477 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -7746386.500000 Penalty: 1079.156860
	Iteration 12Q: 3 clusters Score -7746386 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120986 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -7746458.000000 Penalty: 1079.156860
	Iteration 13Q: 3 clusters Score -7746458 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121394 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -7746511.500000 Penalty: 1079.156860
	Iteration 14Q: 3 clusters Score -7746512 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121765 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -7746593.000000 Penalty: 1079.156860
	Iteration 15Q: 3 clusters Score -7746593 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122070 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -7746593.500000 Penalty: 1079.156860
	Iteration 16Q: 3 clusters Score -7746594 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122374 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -7746576.500000 Penalty: 1079.156860
	Iteration 17Q: 3 clusters Score -7746576 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122621 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -7746557.000000 Penalty: 1079.156860
	Iteration 18Q: 3 clusters Score -7746557 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122873 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -7746600.500000 Penalty: 1079.156860
	Iteration 19Q: 3 clusters Score -7746600 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123121 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -7746617.500000 Penalty: 1079.156860
	Iteration 20F: 3 clusters Score -7746618 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123371 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -7746686.500000 Penalty: 1079.156860
	Iteration 21Q: 3 clusters Score -7746686 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123621 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -7746769.500000 Penalty: 1079.156860
	Iteration 22Q: 3 clusters Score -7746770 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123894 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -7746844.000000 Penalty: 1079.156860
	Iteration 23Q: 3 clusters Score -7746844 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124169 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -7746933.500000 Penalty: 1079.156860
	Iteration 24Q: 3 clusters Score -7746934 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124399 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -7746982.500000 Penalty: 1079.156860
	Iteration 25Q: 3 clusters Score -7746982 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124611 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -7747030.500000 Penalty: 1079.156860
	Iteration 26Q: 3 clusters Score -7747030 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124807 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -7747079.500000 Penalty: 1079.156860
	Iteration 27Q: 3 clusters Score -7747080 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124980 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -7747135.000000 Penalty: 1079.156860
	Iteration 28Q: 3 clusters Score -7747135 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125167 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -7747223.000000 Penalty: 1079.156860
	Iteration 29Q: 3 clusters Score -7747223 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -7747288.000000 Penalty: 1079.156860
	Iteration 30Q: 3 clusters Score -7747288 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125592 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -7747348.500000 Penalty: 1079.156860
	Iteration 31Q: 3 clusters Score -7747348 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125778 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -7747399.000000 Penalty: 1079.156860
	Iteration 32Q: 3 clusters Score -7747399 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125955 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -7747501.000000 Penalty: 1079.156860
	Iteration 33Q: 3 clusters Score -7747501 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126133 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -7747577.000000 Penalty: 1079.156860
	Iteration 34Q: 3 clusters Score -7747577 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126316 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -7747668.000000 Penalty: 1079.156860
	Iteration 35Q: 3 clusters Score -7747668 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126485 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -7747737.500000 Penalty: 1079.156860
	Iteration 36Q: 3 clusters Score -7747738 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126647 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -7747802.500000 Penalty: 1079.156860
	Iteration 37Q: 3 clusters Score -7747802 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126812 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -7747857.000000 Penalty: 1079.156860
	Iteration 38Q: 3 clusters Score -7747857 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -7747894.500000 Penalty: 1079.156860
	Iteration 39Q: 3 clusters Score -7747894 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127119 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -7747972.000000 Penalty: 1079.156860
	Iteration 40F: 3 clusters Score -7747972 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127267 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -7748043.000000 Penalty: 1079.156860
	Iteration 41Q: 3 clusters Score -7748043 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127438 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -7748072.500000 Penalty: 1079.156860
	Iteration 42Q: 3 clusters Score -7748072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127598 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -7748137.500000 Penalty: 1079.156860
	Iteration 43Q: 3 clusters Score -7748138 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127779 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -7748203.000000 Penalty: 1079.156860
	Iteration 44Q: 3 clusters Score -7748203 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127955 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -7748276.500000 Penalty: 1079.156860
	Iteration 45Q: 3 clusters Score -7748276 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128128 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -7748356.000000 Penalty: 1079.156860
	Iteration 46Q: 3 clusters Score -7748356 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128292 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -7748442.000000 Penalty: 1079.156860
	Iteration 47Q: 3 clusters Score -7748442 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128478 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -7748518.500000 Penalty: 1079.156860
	Iteration 48Q: 3 clusters Score -7748518 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128676 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -7748609.500000 Penalty: 1079.156860
	Iteration 49Q: 3 clusters Score -7748610 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128894 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -7748688.500000 Penalty: 1079.156860
	Iteration 50Q: 3 clusters Score -7748688 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129111 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -7748804.500000 Penalty: 1079.156860
	Iteration 51Q: 3 clusters Score -7748804 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129337 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -7748936.500000 Penalty: 1079.156860
	Iteration 52Q: 3 clusters Score -7748936 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129555 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -7749044.000000 Penalty: 1079.156860
	Iteration 53Q: 3 clusters Score -7749044 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129766 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -7749163.000000 Penalty: 1079.156860
	Iteration 54Q: 3 clusters Score -7749163 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129985 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -7749252.000000 Penalty: 1079.156860
	Iteration 55Q: 3 clusters Score -7749252 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130203 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -7749392.000000 Penalty: 1079.156860
	Iteration 56Q: 3 clusters Score -7749392 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130435 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -7749561.000000 Penalty: 1079.156860
	Iteration 57Q: 3 clusters Score -7749561 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130680 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -7749703.000000 Penalty: 1079.156860
	Iteration 58Q: 3 clusters Score -7749703 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130940 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -7749844.000000 Penalty: 1079.156860
	Iteration 59Q: 3 clusters Score -7749844 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131191 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -7749999.500000 Penalty: 1079.156860
	Iteration 60F: 3 clusters Score -7750000 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131461 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -7750148.000000 Penalty: 1079.156860
	Iteration 61Q: 3 clusters Score -7750148 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131742 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -7750366.000000 Penalty: 1079.156860
	Iteration 62Q: 3 clusters Score -7750366 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132007 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -7750526.000000 Penalty: 1079.156860
	Iteration 63Q: 3 clusters Score -7750526 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132278 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -7750665.000000 Penalty: 1079.156860
	Iteration 64Q: 3 clusters Score -7750665 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132543 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -7750809.500000 Penalty: 1079.156860
	Iteration 65Q: 3 clusters Score -7750810 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132829 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -7751009.500000 Penalty: 1079.156860
	Iteration 66Q: 3 clusters Score -7751010 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133127 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -7751190.000000 Penalty: 1079.156860
	Iteration 67Q: 3 clusters Score -7751190 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133438 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -7751421.000000 Penalty: 1079.156860
	Iteration 68Q: 3 clusters Score -7751421 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133767 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -7751619.000000 Penalty: 1079.156860
	Iteration 69Q: 3 clusters Score -7751619 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -7751876.000000 Penalty: 1079.156860
	Iteration 70Q: 3 clusters Score -7751876 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134461 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -7752132.000000 Penalty: 1079.156860
	Iteration 71Q: 3 clusters Score -7752132 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134834 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -7752425.000000 Penalty: 1079.156860
	Iteration 72Q: 3 clusters Score -7752425 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135206 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -7752697.500000 Penalty: 1079.156860
	Iteration 73Q: 3 clusters Score -7752698 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135558 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -7752984.500000 Penalty: 1079.156860
	Iteration 74Q: 3 clusters Score -7752984 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135889 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -7753267.000000 Penalty: 1079.156860
	Iteration 75Q: 3 clusters Score -7753267 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136213 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -7753492.500000 Penalty: 1079.156860
	Iteration 76Q: 3 clusters Score -7753492 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136542 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -7753740.000000 Penalty: 1079.156860
	Iteration 77Q: 3 clusters Score -7753740 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136870 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -7753997.500000 Penalty: 1079.156860
	Iteration 78Q: 3 clusters Score -7753998 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137204 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7754229.500000 Penalty: 1079.156860
	Iteration 79Q: 3 clusters Score -7754230 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137529 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -7754465.000000 Penalty: 1079.156860
	Iteration 80F: 3 clusters Score -7754465 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137855 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7754713.000000 Penalty: 1079.156860
	Iteration 81Q: 3 clusters Score -7754713 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138175 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -7754966.500000 Penalty: 1079.156860
	Iteration 82Q: 3 clusters Score -7754966 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138464 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -7755215.000000 Penalty: 1079.156860
	Iteration 83Q: 3 clusters Score -7755215 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138746 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -7755426.500000 Penalty: 1079.156860
	Iteration 84Q: 3 clusters Score -7755426 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139008 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7755632.500000 Penalty: 1079.156860
	Iteration 85Q: 3 clusters Score -7755632 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139255 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -7755837.500000 Penalty: 1079.156860
	Iteration 86Q: 3 clusters Score -7755838 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139478 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7756031.500000 Penalty: 1079.156860
	Iteration 87Q: 3 clusters Score -7756032 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139682 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7756211.000000 Penalty: 1079.156860
	Iteration 88Q: 3 clusters Score -7756211 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139844 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7756369.000000 Penalty: 1079.156860
	Iteration 89Q: 3 clusters Score -7756369 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139996 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7756491.000000 Penalty: 1079.156860
	Iteration 90Q: 3 clusters Score -7756491 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140124 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7756593.000000 Penalty: 1079.156860
	Iteration 91Q: 3 clusters Score -7756593 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140251 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7756705.500000 Penalty: 1079.156860
	Iteration 92Q: 3 clusters Score -7756706 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140382 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7756845.500000 Penalty: 1079.156860
	Iteration 93Q: 3 clusters Score -7756846 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140488 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7756962.500000 Penalty: 1079.156860
	Iteration 94Q: 3 clusters Score -7756962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140571 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7757030.500000 Penalty: 1079.156860
	Iteration 95Q: 3 clusters Score -7757030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140630 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7757076.000000 Penalty: 1079.156860
	Iteration 96Q: 3 clusters Score -7757076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140691 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7757114.000000 Penalty: 1079.156860
	Iteration 97Q: 3 clusters Score -7757114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140748 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7757167.000000 Penalty: 1079.156860
	Iteration 98Q: 3 clusters Score -7757167 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140796 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7757218.000000 Penalty: 1079.156860
	Iteration 99Q: 3 clusters Score -7757218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140840 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7757260.000000 Penalty: 1079.156860
	Iteration 100F: 3 clusters Score -7757260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7757297.000000 Penalty: 1079.156860
	Iteration 101Q: 3 clusters Score -7757297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140907 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7757333.500000 Penalty: 1079.156860
	Iteration 102Q: 3 clusters Score -7757334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140936 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7757357.000000 Penalty: 1079.156860
	Iteration 103Q: 3 clusters Score -7757357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140957 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7757375.500000 Penalty: 1079.156860
	Iteration 104Q: 3 clusters Score -7757376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7757402.500000 Penalty: 1079.156860
	Iteration 105Q: 3 clusters Score -7757402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140988 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7757404.000000 Penalty: 1079.156860
	Iteration 106Q: 3 clusters Score -7757404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141001 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7757420.500000 Penalty: 1079.156860
	Iteration 107Q: 3 clusters Score -7757420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141008 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7757424.000000 Penalty: 1079.156860
	Iteration 108Q: 3 clusters Score -7757424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7757432.500000 Penalty: 1079.156860
	Iteration 109Q: 3 clusters Score -7757432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141025 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7757446.500000 Penalty: 1079.156860
	Iteration 110Q: 3 clusters Score -7757446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141032 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7757454.000000 Penalty: 1079.156860
	Iteration 111Q: 3 clusters Score -7757454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141034 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7757453.000000 Penalty: 1079.156860
	Iteration 112Q: 3 clusters Score -7757453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141035 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7757452.500000 Penalty: 1079.156860
	Iteration 113Q: 3 clusters Score -7757452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141039 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7757454.000000 Penalty: 1079.156860
	Iteration 114Q: 3 clusters Score -7757454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141040 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7757452.500000 Penalty: 1079.156860
	Iteration 115Q: 3 clusters Score -7757452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141043 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7757463.000000 Penalty: 1079.156860
	Iteration 116Q: 3 clusters Score -7757463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141045 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7757465.500000 Penalty: 1079.156860
	Iteration 117Q: 3 clusters Score -7757466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141046 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7757467.000000 Penalty: 1079.156860
	Iteration 118Q: 3 clusters Score -7757467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141047 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7757463.000000 Penalty: 1079.156860
	Iteration 119Q: 3 clusters Score -7757463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141047 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7757468.000000 Penalty: 1079.156860
	Iteration 120F: 3 clusters Score -7757468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141053 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7757464.000000 Penalty: 1079.156860
	Iteration 121Q: 3 clusters Score -7757464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141056 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7757474.000000 Penalty: 1079.156860
	Iteration 122Q: 3 clusters Score -7757474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141061 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7757478.500000 Penalty: 1079.156860
	Iteration 123Q: 3 clusters Score -7757478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141062 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7757480.500000 Penalty: 1079.156860
	Iteration 124Q: 3 clusters Score -7757480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141064 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7757477.500000 Penalty: 1079.156860
	Iteration 125Q: 3 clusters Score -7757478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7757481.500000 Penalty: 1079.156860
	Iteration 126Q: 3 clusters Score -7757482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141066 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7757482.500000 Penalty: 1079.156860
	Iteration 127Q: 3 clusters Score -7757482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141067 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7757483.000000 Penalty: 1079.156860
	Iteration 128Q: 3 clusters Score -7757483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141067 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7757483.000000 Penalty: 1079.156860
	Iteration 129F: 3 clusters Score -7757483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (110766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110766 members 
Entering Unmasked Estep 
Score: -5884730.500000 Penalty: 528.490479
	Iteration 0F: 2 clusters Score -5884730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -5812344.500000 Penalty: 1056.980957
	Iteration 0F: 3 clusters Score -5812344 nChanged 54224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -5845302.000000 Penalty: 1056.980957
	Iteration 1F: 3 clusters Score -5845302 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -5846782.000000 Penalty: 1056.980957
	Iteration 2Q: 3 clusters Score -5846782 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -5848792.000000 Penalty: 1056.980957
	Iteration 3Q: 3 clusters Score -5848792 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -5852172.000000 Penalty: 1056.980957
	Iteration 4F: 3 clusters Score -5852172 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -5857563.500000 Penalty: 1056.980957
	Iteration 5F: 3 clusters Score -5857564 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -5864392.500000 Penalty: 1056.980957
	Iteration 6F: 3 clusters Score -5864392 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -5869058.000000 Penalty: 1056.980957
	Iteration 7F: 3 clusters Score -5869058 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 60216 members 
Entering Unmasked Estep 
Score: -5870811.000000 Penalty: 1056.980957
	Iteration 8Q: 3 clusters Score -5870811 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -5871538.000000 Penalty: 1056.980957
	Iteration 9Q: 3 clusters Score -5871538 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 61340 members 
Entering Unmasked Estep 
Score: -5872085.000000 Penalty: 1056.980957
	Iteration 10Q: 3 clusters Score -5872085 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -5872741.500000 Penalty: 1056.980957
	Iteration 11Q: 3 clusters Score -5872742 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -5873372.000000 Penalty: 1056.980957
	Iteration 12Q: 3 clusters Score -5873372 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -5873944.000000 Penalty: 1056.980957
	Iteration 13Q: 3 clusters Score -5873944 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -5874545.000000 Penalty: 1056.980957
	Iteration 14Q: 3 clusters Score -5874545 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -5875066.500000 Penalty: 1056.980957
	Iteration 15Q: 3 clusters Score -5875066 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -5875694.500000 Penalty: 1056.980957
	Iteration 16Q: 3 clusters Score -5875694 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -5876330.000000 Penalty: 1056.980957
	Iteration 17Q: 3 clusters Score -5876330 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -5876903.500000 Penalty: 1056.980957
	Iteration 18Q: 3 clusters Score -5876904 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -5877420.000000 Penalty: 1056.980957
	Iteration 19Q: 3 clusters Score -5877420 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 68458 members 
Entering Unmasked Estep 
Score: -5877923.500000 Penalty: 1056.980957
	Iteration 20F: 3 clusters Score -5877924 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -5878365.500000 Penalty: 1056.980957
	Iteration 21Q: 3 clusters Score -5878366 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -5878833.000000 Penalty: 1056.980957
	Iteration 22Q: 3 clusters Score -5878833 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -5879211.500000 Penalty: 1056.980957
	Iteration 23Q: 3 clusters Score -5879212 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -5879488.000000 Penalty: 1056.980957
	Iteration 24Q: 3 clusters Score -5879488 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -5879738.000000 Penalty: 1056.980957
	Iteration 25Q: 3 clusters Score -5879738 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -5879966.000000 Penalty: 1056.980957
	Iteration 26Q: 3 clusters Score -5879966 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 71577 members 
Entering Unmasked Estep 
Score: -5880113.500000 Penalty: 1056.980957
	Iteration 27Q: 3 clusters Score -5880114 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -5880298.000000 Penalty: 1056.980957
	Iteration 28Q: 3 clusters Score -5880298 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -5880408.000000 Penalty: 1056.980957
	Iteration 29Q: 3 clusters Score -5880408 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -5880471.000000 Penalty: 1056.980957
	Iteration 30Q: 3 clusters Score -5880471 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -5880551.500000 Penalty: 1056.980957
	Iteration 31Q: 3 clusters Score -5880552 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -5880615.000000 Penalty: 1056.980957
	Iteration 32Q: 3 clusters Score -5880615 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -5880670.500000 Penalty: 1056.980957
	Iteration 33Q: 3 clusters Score -5880670 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -5880680.500000 Penalty: 1056.980957
	Iteration 34Q: 3 clusters Score -5880680 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -5880709.500000 Penalty: 1056.980957
	Iteration 35Q: 3 clusters Score -5880710 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 72615 members 
Entering Unmasked Estep 
Score: -5880719.000000 Penalty: 1056.980957
	Iteration 36Q: 3 clusters Score -5880719 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -5880715.500000 Penalty: 1056.980957
	Iteration 37Q: 3 clusters Score -5880716 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -5880710.500000 Penalty: 1056.980957
	Iteration 38Q: 3 clusters Score -5880710 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -5880716.000000 Penalty: 1056.980957
	Iteration 39Q: 3 clusters Score -5880716 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -5880728.500000 Penalty: 1056.980957
	Iteration 40F: 3 clusters Score -5880728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -5880711.500000 Penalty: 1056.980957
	Iteration 41Q: 3 clusters Score -5880712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -5880707.500000 Penalty: 1056.980957
	Iteration 42Q: 3 clusters Score -5880708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -5880712.000000 Penalty: 1056.980957
	Iteration 43Q: 3 clusters Score -5880712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -5880711.000000 Penalty: 1056.980957
	Iteration 44Q: 3 clusters Score -5880711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -5880706.500000 Penalty: 1056.980957
	Iteration 45Q: 3 clusters Score -5880706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -5880714.000000 Penalty: 1056.980957
	Iteration 46Q: 3 clusters Score -5880714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -5880727.000000 Penalty: 1056.980957
	Iteration 47Q: 3 clusters Score -5880727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -5880743.500000 Penalty: 1056.980957
	Iteration 48Q: 3 clusters Score -5880744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -5880750.000000 Penalty: 1056.980957
	Iteration 49Q: 3 clusters Score -5880750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -5880754.000000 Penalty: 1056.980957
	Iteration 50Q: 3 clusters Score -5880754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -5880752.500000 Penalty: 1056.980957
	Iteration 51Q: 3 clusters Score -5880752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -5880756.500000 Penalty: 1056.980957
	Iteration 52Q: 3 clusters Score -5880756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5880770 nChanged 28
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	Iteration 57Q: 3 clusters Score -5880768 nChanged 27
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	Iteration 58Q: 3 clusters Score -5880770 nChanged 19
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	Iteration 59Q: 3 clusters Score -5880764 nChanged 16
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	Iteration 60F: 3 clusters Score -5880766 nChanged 11
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	Iteration 61Q: 3 clusters Score -5880766 nChanged 12
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	Iteration 62Q: 3 clusters Score -5880770 nChanged 13
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	Iteration 63Q: 3 clusters Score -5880774 nChanged 14
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	Iteration 64Q: 3 clusters Score -5880771 nChanged 11
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	Iteration 65Q: 3 clusters Score -5880766 nChanged 19
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	Iteration 66Q: 3 clusters Score -5880774 nChanged 17
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	Iteration 67Q: 3 clusters Score -5880772 nChanged 23
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	Iteration 68Q: 3 clusters Score -5880769 nChanged 22
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	Iteration 69Q: 3 clusters Score -5880768 nChanged 24
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	Iteration 70Q: 3 clusters Score -5880774 nChanged 13
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	Iteration 71Q: 3 clusters Score -5880776 nChanged 10
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	Iteration 72Q: 3 clusters Score -5880774 nChanged 8
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	Iteration 77Q: 3 clusters Score -5880770 nChanged 7
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	Iteration 79Q: 3 clusters Score -5880764 nChanged 13
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	Iteration 80F: 3 clusters Score -5880766 nChanged 16
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	Iteration 89Q: 3 clusters Score -5880762 nChanged 2
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	Iteration 100F: 3 clusters Score -5880770 nChanged 33
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	Iteration 101Q: 3 clusters Score -5880766 nChanged 33
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	Iteration 102Q: 3 clusters Score -5880772 nChanged 32
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	Iteration 104Q: 3 clusters Score -5880765 nChanged 23
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	Iteration 105Q: 3 clusters Score -5880768 nChanged 24
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	Iteration 108Q: 3 clusters Score -5880766 nChanged 24
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	Iteration 116Q: 3 clusters Score -5880794 nChanged 54
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	Iteration 117Q: 3 clusters Score -5880794 nChanged 56
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	Iteration 118Q: 3 clusters Score -5880794 nChanged 50
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	Iteration 124Q: 3 clusters Score -5880814 nChanged 30
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	Iteration 126Q: 3 clusters Score -5880815 nChanged 44
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	Iteration 127Q: 3 clusters Score -5880804 nChanged 46
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	Iteration 129Q: 3 clusters Score -5880811 nChanged 29
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	Iteration 133Q: 3 clusters Score -5880815 nChanged 32
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	Iteration 134Q: 3 clusters Score -5880814 nChanged 28
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	Iteration 135Q: 3 clusters Score -5880813 nChanged 34
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	Iteration 136Q: 3 clusters Score -5880824 nChanged 28
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	Iteration 137Q: 3 clusters Score -5880822 nChanged 32
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	Iteration 138Q: 3 clusters Score -5880819 nChanged 37
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	Iteration 139Q: 3 clusters Score -5880810 nChanged 31
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	Iteration 140F: 3 clusters Score -5880802 nChanged 30
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	Iteration 142Q: 3 clusters Score -5880810 nChanged 49
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	Iteration 143Q: 3 clusters Score -5880826 nChanged 58
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	Iteration 144Q: 3 clusters Score -5880816 nChanged 62
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	Iteration 145Q: 3 clusters Score -5880824 nChanged 73
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	Iteration 146Q: 3 clusters Score -5880838 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5880850 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5880860 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5880881 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 75001 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5880890 nChanged 125
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Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5880894 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5880920 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 75371 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5880917 nChanged 118
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Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5880918 nChanged 122
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Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5880912 nChanged 133
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Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 75744 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5880916 nChanged 110
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Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 75854 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5880902 nChanged 117
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Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 75971 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5880922 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5880922 nChanged 103
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Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 76198 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5880930 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5880940 nChanged 82
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Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5880946 nChanged 93
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Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 76457 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5880928 nChanged 114
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Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 76571 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5880920 nChanged 143
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Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5880930 nChanged 158
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Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 76872 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5880929 nChanged 171
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Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 77043 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5880952 nChanged 198
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Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5880980 nChanged 220
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Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5881004 nChanged 222
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Mstep: Class 1 contains 33083 members 
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	Iteration 170Q: 3 clusters Score -5881006 nChanged 242
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Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5881008 nChanged 286
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Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5881022 nChanged 321
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Mstep: Class 1 contains 32234 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5881048 nChanged 325
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Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5881039 nChanged 329
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Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5881018 nChanged 388
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Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5881039 nChanged 472
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Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5881080 nChanged 564
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Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 80610 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5881131 nChanged 654
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Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 81264 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5881154 nChanged 712
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 81976 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5881217 nChanged 767
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Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5881246 nChanged 779
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Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 83522 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5881280 nChanged 823
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Mstep: Class 2 contains 84345 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5881270 nChanged 846
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 85191 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5881312 nChanged 888
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Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 86079 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5881387 nChanged 900
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Mstep: Class 1 contains 23787 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5881480 nChanged 1019
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 87998 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5881512 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 89038 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5881508 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5881588 nChanged 1054
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5881699 nChanged 1058
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5881738 nChanged 1077
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5881828 nChanged 1056
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5881874 nChanged 1051
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 95412 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5881973 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5882032 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5882130 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5882208 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5882273 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 100423 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5882326 nChanged 882
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 101305 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5882395 nChanged 845
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 102150 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5882491 nChanged 808
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 102958 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5882574 nChanged 784
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 103742 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5882736 nChanged 734
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 104476 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5882898 nChanged 690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5882979 nChanged 665
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 105831 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5883114 nChanged 600
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5883217 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 107009 members 
Entering Unmasked Estep 
Score: -5883375.500000 Penalty: 1056.980957
	Iteration 208Q: 3 clusters Score -5883376 nChanged 573
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 107582 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5883520 nChanged 508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5883678 nChanged 446
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 108534 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5883813 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 108957 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5883928 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 109300 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5884008 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -5884103.500000 Penalty: 1056.980957
	Iteration 214Q: 3 clusters Score -5884104 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 109834 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5884154 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 110013 members 
Entering Unmasked Estep 
Score: -5884207.500000 Penalty: 1056.980957
	Iteration 216Q: 3 clusters Score -5884208 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 110150 members 
Entering Unmasked Estep 
Score: -5884227.500000 Penalty: 1056.980957
	Iteration 217Q: 3 clusters Score -5884228 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 110235 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5884230 nChanged 70
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Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5884256 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 110350 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5884272 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 110393 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5884276 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 110429 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5884286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 110459 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5884296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5884300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 110495 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5884299 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5884300 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 110513 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5884312 nChanged 10
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Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 110519 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -5884306 nChanged 11
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Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5884312 nChanged 9
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Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 110531 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5884312 nChanged 10
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Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 110539 members 
Entering Unmasked Estep 
Score: -5884316.500000 Penalty: 1056.980957
	Iteration 231Q: 3 clusters Score -5884316 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 110545 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5884318 nChanged 3
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Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 110546 members 
Entering Unmasked Estep 
Score: -5884321.500000 Penalty: 1056.980957
	Iteration 233Q: 3 clusters Score -5884322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -5884322 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 110550 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5884326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5884327 nChanged 5
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Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 110559 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -5884328 nChanged 7
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Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 110562 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5884326 nChanged 5
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Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -5884330 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 110567 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -5884328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 110569 members 
Entering Unmasked Estep 
Score: -5884325.500000 Penalty: 1056.980957
	Iteration 241Q: 3 clusters Score -5884326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -5884323.000000 Penalty: 1056.980957
	Iteration 242Q: 3 clusters Score -5884323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 110571 members 
Entering Unmasked Estep 
Score: -5884323.000000 Penalty: 1056.980957
	Iteration 243F: 3 clusters Score -5884323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -124258.085938 Penalty: 353.140015
	Iteration 0F: 2 clusters Score -124258.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -122567.406250 Penalty: 706.280029
	Iteration 0F: 3 clusters Score -122567.4 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -123107.242188 Penalty: 706.280029
	Iteration 1F: 3 clusters Score -123107.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -123171.312500 Penalty: 706.280029
	Iteration 2F: 3 clusters Score -123171.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -123240.625000 Penalty: 706.280029
	Iteration 3Q: 3 clusters Score -123240.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -123336.171875 Penalty: 706.280029
	Iteration 4F: 3 clusters Score -123336.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -123441.117188 Penalty: 706.280029
	Iteration 5F: 3 clusters Score -123441.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -123541.500000 Penalty: 706.280029
	Iteration 6F: 3 clusters Score -123541.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -123609.539062 Penalty: 706.280029
	Iteration 7Q: 3 clusters Score -123609.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -123649.890625 Penalty: 706.280029
	Iteration 8Q: 3 clusters Score -123649.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -123676.164062 Penalty: 706.280029
	Iteration 9Q: 3 clusters Score -123676.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -123702.648438 Penalty: 706.280029
	Iteration 10Q: 3 clusters Score -123702.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -123735.757812 Penalty: 706.280029
	Iteration 11Q: 3 clusters Score -123735.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -123767.726562 Penalty: 706.280029
	Iteration 12Q: 3 clusters Score -123767.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123789.187500 Penalty: 706.280029
	Iteration 13Q: 3 clusters Score -123789.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -123808.460938 Penalty: 706.280029
	Iteration 14Q: 3 clusters Score -123808.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -123825.648438 Penalty: 706.280029
	Iteration 15Q: 3 clusters Score -123825.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -123846.265625 Penalty: 706.280029
	Iteration 16Q: 3 clusters Score -123846.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -123866.281250 Penalty: 706.280029
	Iteration 17Q: 3 clusters Score -123866.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -123884.109375 Penalty: 706.280029
	Iteration 18Q: 3 clusters Score -123884.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -123901.445312 Penalty: 706.280029
	Iteration 19Q: 3 clusters Score -123901.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -123912.539062 Penalty: 706.280029
	Iteration 20F: 3 clusters Score -123912.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -123921.390625 Penalty: 706.280029
	Iteration 21Q: 3 clusters Score -123921.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -123929.367188 Penalty: 706.280029
	Iteration 22Q: 3 clusters Score -123929.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -123933.585938 Penalty: 706.280029
	Iteration 23Q: 3 clusters Score -123933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -123937.375000 Penalty: 706.280029
	Iteration 24Q: 3 clusters Score -123937.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -123942.000000 Penalty: 706.280029
	Iteration 25Q: 3 clusters Score -123942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -123946.109375 Penalty: 706.280029
	Iteration 26Q: 3 clusters Score -123946.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -123951.312500 Penalty: 706.280029
	Iteration 27Q: 3 clusters Score -123951.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -123954.703125 Penalty: 706.280029
	Iteration 28Q: 3 clusters Score -123954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -123956.726562 Penalty: 706.280029
	Iteration 29Q: 3 clusters Score -123956.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -123958.945312 Penalty: 706.280029
	Iteration 30Q: 3 clusters Score -123958.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -123960.539062 Penalty: 706.280029
	Iteration 31Q: 3 clusters Score -123960.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -123961.898438 Penalty: 706.280029
	Iteration 32Q: 3 clusters Score -123961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -123962.148438 Penalty: 706.280029
	Iteration 33Q: 3 clusters Score -123962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -123962.148438 Penalty: 706.280029
	Iteration 34F: 3 clusters Score -123962.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Entering Unmasked Estep 
Score: -3851664.000000 Penalty: 507.022583
	Iteration 0F: 2 clusters Score -3851664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -3805292.250000 Penalty: 1014.045166
	Iteration 0F: 3 clusters Score -3805292 nChanged 33453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -3825512.750000 Penalty: 1014.045166
	Iteration 1F: 3 clusters Score -3825513 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -3825892.000000 Penalty: 1014.045166
	Iteration 2Q: 3 clusters Score -3825892 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -3826374.500000 Penalty: 1014.045166
	Iteration 3Q: 3 clusters Score -3826374 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -3827029.250000 Penalty: 1014.045166
	Iteration 4Q: 3 clusters Score -3827029 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3827965.750000 Penalty: 1014.045166
	Iteration 5Q: 3 clusters Score -3827966 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3829478.250000 Penalty: 1014.045166
	Iteration 6Q: 3 clusters Score -3829478 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3831914.750000 Penalty: 1014.045166
	Iteration 7F: 3 clusters Score -3831915 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51877 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3835679.750000 Penalty: 1014.045166
	Iteration 8F: 3 clusters Score -3835680 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3840568.750000 Penalty: 1014.045166
	Iteration 9F: 3 clusters Score -3840569 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3844707.000000 Penalty: 1014.045166
	Iteration 10F: 3 clusters Score -3844707 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3847293.500000 Penalty: 1014.045166
	Iteration 11Q: 3 clusters Score -3847294 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3848642.000000 Penalty: 1014.045166
	Iteration 12Q: 3 clusters Score -3848642 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3849485.500000 Penalty: 1014.045166
	Iteration 13Q: 3 clusters Score -3849486 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3849972.000000 Penalty: 1014.045166
	Iteration 14Q: 3 clusters Score -3849972 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3850305.750000 Penalty: 1014.045166
	Iteration 15Q: 3 clusters Score -3850306 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3850592.750000 Penalty: 1014.045166
	Iteration 16Q: 3 clusters Score -3850593 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3850804.250000 Penalty: 1014.045166
	Iteration 17Q: 3 clusters Score -3850804 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3850924.500000 Penalty: 1014.045166
	Iteration 18Q: 3 clusters Score -3850924 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3850997.750000 Penalty: 1014.045166
	Iteration 19Q: 3 clusters Score -3850998 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3851060.500000 Penalty: 1014.045166
	Iteration 20F: 3 clusters Score -3851060 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3851086.250000 Penalty: 1014.045166
	Iteration 21Q: 3 clusters Score -3851086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3851113.500000 Penalty: 1014.045166
	Iteration 22Q: 3 clusters Score -3851114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3851141.500000 Penalty: 1014.045166
	Iteration 23Q: 3 clusters Score -3851142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3851154.750000 Penalty: 1014.045166
	Iteration 24Q: 3 clusters Score -3851155 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3851165.250000 Penalty: 1014.045166
	Iteration 25Q: 3 clusters Score -3851165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3851190.000000 Penalty: 1014.045166
	Iteration 26Q: 3 clusters Score -3851190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3851207.500000 Penalty: 1014.045166
	Iteration 27Q: 3 clusters Score -3851208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3851218.750000 Penalty: 1014.045166
	Iteration 28Q: 3 clusters Score -3851219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3851227.500000 Penalty: 1014.045166
	Iteration 29Q: 3 clusters Score -3851228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3851246.500000 Penalty: 1014.045166
	Iteration 30Q: 3 clusters Score -3851246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3851251.250000 Penalty: 1014.045166
	Iteration 31Q: 3 clusters Score -3851251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3851270.250000 Penalty: 1014.045166
	Iteration 32Q: 3 clusters Score -3851270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3851282.500000 Penalty: 1014.045166
	Iteration 33Q: 3 clusters Score -3851282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3851290.500000 Penalty: 1014.045166
	Iteration 34Q: 3 clusters Score -3851290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68585 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3851297.250000 Penalty: 1014.045166
	Iteration 35Q: 3 clusters Score -3851297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3851306.000000 Penalty: 1014.045166
	Iteration 36Q: 3 clusters Score -3851306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3851304.750000 Penalty: 1014.045166
	Iteration 37Q: 3 clusters Score -3851305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68619 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3851312.500000 Penalty: 1014.045166
	Iteration 38Q: 3 clusters Score -3851312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3851312.250000 Penalty: 1014.045166
	Iteration 39Q: 3 clusters Score -3851312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68641 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3851317.250000 Penalty: 1014.045166
	Iteration 40F: 3 clusters Score -3851317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3851315.500000 Penalty: 1014.045166
	Iteration 41Q: 3 clusters Score -3851316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68649 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3851316.000000 Penalty: 1014.045166
	Iteration 42Q: 3 clusters Score -3851316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3851318.250000 Penalty: 1014.045166
	Iteration 43Q: 3 clusters Score -3851318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3851318.500000 Penalty: 1014.045166
	Iteration 44Q: 3 clusters Score -3851318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3851318.500000 Penalty: 1014.045166
	Iteration 45Q: 3 clusters Score -3851318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3851318.500000 Penalty: 1014.045166
	Iteration 46Q: 3 clusters Score -3851318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3851320.500000 Penalty: 1014.045166
	Iteration 47Q: 3 clusters Score -3851320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3851321.250000 Penalty: 1014.045166
	Iteration 48Q: 3 clusters Score -3851321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68654 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3851323.500000 Penalty: 1014.045166
	Iteration 49Q: 3 clusters Score -3851324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3851321.750000 Penalty: 1014.045166
	Iteration 50Q: 3 clusters Score -3851322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3851320.500000 Penalty: 1014.045166
	Iteration 51Q: 3 clusters Score -3851320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3851320.500000 Penalty: 1014.045166
	Iteration 52F: 3 clusters Score -3851320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Entering Unmasked Estep 
Score: -1445259.875000 Penalty: 461.709076
	Iteration 0F: 2 clusters Score -1445260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1428123.125000 Penalty: 923.418152
	Iteration 0F: 3 clusters Score -1428123 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1435412.250000 Penalty: 923.418152
	Iteration 1F: 3 clusters Score -1435412 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1435922.125000 Penalty: 923.418152
	Iteration 2Q: 3 clusters Score -1435922 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1436625.000000 Penalty: 923.418152
	Iteration 3F: 3 clusters Score -1436625 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1437717.500000 Penalty: 923.418152
	Iteration 4F: 3 clusters Score -1437718 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1439419.500000 Penalty: 923.418152
	Iteration 5F: 3 clusters Score -1439420 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1441385.000000 Penalty: 923.418152
	Iteration 6F: 3 clusters Score -1441385 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -1442492.750000 Penalty: 923.418152
	Iteration 7F: 3 clusters Score -1442493 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1442856.625000 Penalty: 923.418152
	Iteration 8Q: 3 clusters Score -1442857 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -1443014.750000 Penalty: 923.418152
	Iteration 9Q: 3 clusters Score -1443015 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1443136.000000 Penalty: 923.418152
	Iteration 10Q: 3 clusters Score -1443136 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1443220.375000 Penalty: 923.418152
	Iteration 11Q: 3 clusters Score -1443220 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -1443273.125000 Penalty: 923.418152
	Iteration 12Q: 3 clusters Score -1443273 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1443307.375000 Penalty: 923.418152
	Iteration 13Q: 3 clusters Score -1443307 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1443324.500000 Penalty: 923.418152
	Iteration 14Q: 3 clusters Score -1443324 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1443344.625000 Penalty: 923.418152
	Iteration 15Q: 3 clusters Score -1443345 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -1443361.625000 Penalty: 923.418152
	Iteration 16Q: 3 clusters Score -1443362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -1443370.625000 Penalty: 923.418152
	Iteration 17Q: 3 clusters Score -1443371 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1443383.250000 Penalty: 923.418152
	Iteration 18Q: 3 clusters Score -1443383 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -1443391.000000 Penalty: 923.418152
	Iteration 19Q: 3 clusters Score -1443391 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1443392.000000 Penalty: 923.418152
	Iteration 20F: 3 clusters Score -1443392 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -1443401.875000 Penalty: 923.418152
	Iteration 21Q: 3 clusters Score -1443402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1443409.000000 Penalty: 923.418152
	Iteration 22Q: 3 clusters Score -1443409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1443408.875000 Penalty: 923.418152
	Iteration 23Q: 3 clusters Score -1443409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1443413.375000 Penalty: 923.418152
	Iteration 24Q: 3 clusters Score -1443413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1443410.625000 Penalty: 923.418152
	Iteration 25Q: 3 clusters Score -1443411 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1443411.375000 Penalty: 923.418152
	Iteration 26Q: 3 clusters Score -1443411 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1443411.375000 Penalty: 923.418152
	Iteration 27Q: 3 clusters Score -1443411 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -1443419.500000 Penalty: 923.418152
	Iteration 28Q: 3 clusters Score -1443420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1443420.750000 Penalty: 923.418152
	Iteration 29Q: 3 clusters Score -1443421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -1443423.625000 Penalty: 923.418152
	Iteration 30Q: 3 clusters Score -1443424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -1443427.125000 Penalty: 923.418152
	Iteration 31Q: 3 clusters Score -1443427 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1443427.125000 Penalty: 923.418152
	Iteration 32Q: 3 clusters Score -1443427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1443427.000000 Penalty: 923.418152
	Iteration 33Q: 3 clusters Score -1443427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1443425.375000 Penalty: 923.418152
	Iteration 34Q: 3 clusters Score -1443425 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1443427.750000 Penalty: 923.418152
	Iteration 35Q: 3 clusters Score -1443428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -1443424.875000 Penalty: 923.418152
	Iteration 36Q: 3 clusters Score -1443425 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1443433.250000 Penalty: 923.418152
	Iteration 37Q: 3 clusters Score -1443433 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1443435.250000 Penalty: 923.418152
	Iteration 38Q: 3 clusters Score -1443435 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1443437.250000 Penalty: 923.418152
	Iteration 39Q: 3 clusters Score -1443437 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1443437.250000 Penalty: 923.418152
	Iteration 40F: 3 clusters Score -1443437 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1443447.875000 Penalty: 923.418152
	Iteration 41Q: 3 clusters Score -1443448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -1443446.750000 Penalty: 923.418152
	Iteration 42Q: 3 clusters Score -1443447 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1443449.750000 Penalty: 923.418152
	Iteration 43Q: 3 clusters Score -1443450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1443451.250000 Penalty: 923.418152
	Iteration 44Q: 3 clusters Score -1443451 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1443451.125000 Penalty: 923.418152
	Iteration 45Q: 3 clusters Score -1443451 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1443459.500000 Penalty: 923.418152
	Iteration 46Q: 3 clusters Score -1443460 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1443455.250000 Penalty: 923.418152
	Iteration 47Q: 3 clusters Score -1443455 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1443454.875000 Penalty: 923.418152
	Iteration 48Q: 3 clusters Score -1443455 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1443461.875000 Penalty: 923.418152
	Iteration 49Q: 3 clusters Score -1443462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1443464.875000 Penalty: 923.418152
	Iteration 50Q: 3 clusters Score -1443465 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1443464.750000 Penalty: 923.418152
	Iteration 51Q: 3 clusters Score -1443465 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1443467.500000 Penalty: 923.418152
	Iteration 52Q: 3 clusters Score -1443468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1443467.875000 Penalty: 923.418152
	Iteration 53Q: 3 clusters Score -1443468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1443471.250000 Penalty: 923.418152
	Iteration 54Q: 3 clusters Score -1443471 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1443474.875000 Penalty: 923.418152
	Iteration 55Q: 3 clusters Score -1443475 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1443484.375000 Penalty: 923.418152
	Iteration 56Q: 3 clusters Score -1443484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1443492.750000 Penalty: 923.418152
	Iteration 57Q: 3 clusters Score -1443493 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1443498.000000 Penalty: 923.418152
	Iteration 58Q: 3 clusters Score -1443498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1443507.000000 Penalty: 923.418152
	Iteration 59Q: 3 clusters Score -1443507 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1443514.000000 Penalty: 923.418152
	Iteration 60F: 3 clusters Score -1443514 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1443513.000000 Penalty: 923.418152
	Iteration 61Q: 3 clusters Score -1443513 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1443524.250000 Penalty: 923.418152
	Iteration 62Q: 3 clusters Score -1443524 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1443521.500000 Penalty: 923.418152
	Iteration 63Q: 3 clusters Score -1443522 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1443529.375000 Penalty: 923.418152
	Iteration 64Q: 3 clusters Score -1443529 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1443534.500000 Penalty: 923.418152
	Iteration 65Q: 3 clusters Score -1443534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1443536.125000 Penalty: 923.418152
	Iteration 66Q: 3 clusters Score -1443536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1443542.625000 Penalty: 923.418152
	Iteration 67Q: 3 clusters Score -1443543 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1443546.625000 Penalty: 923.418152
	Iteration 68Q: 3 clusters Score -1443547 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1443550.625000 Penalty: 923.418152
	Iteration 69Q: 3 clusters Score -1443551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1443560.125000 Penalty: 923.418152
	Iteration 70Q: 3 clusters Score -1443560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1443562.375000 Penalty: 923.418152
	Iteration 71Q: 3 clusters Score -1443562 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1443566.125000 Penalty: 923.418152
	Iteration 72Q: 3 clusters Score -1443566 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1443581.250000 Penalty: 923.418152
	Iteration 73Q: 3 clusters Score -1443581 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1443582.875000 Penalty: 923.418152
	Iteration 74Q: 3 clusters Score -1443583 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1443584.250000 Penalty: 923.418152
	Iteration 75Q: 3 clusters Score -1443584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1443587.500000 Penalty: 923.418152
	Iteration 76Q: 3 clusters Score -1443588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1443589.625000 Penalty: 923.418152
	Iteration 77Q: 3 clusters Score -1443590 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1443596.750000 Penalty: 923.418152
	Iteration 78Q: 3 clusters Score -1443597 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1443598.750000 Penalty: 923.418152
	Iteration 79Q: 3 clusters Score -1443599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1443598.000000 Penalty: 923.418152
	Iteration 80F: 3 clusters Score -1443598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1443605.125000 Penalty: 923.418152
	Iteration 81Q: 3 clusters Score -1443605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1443609.625000 Penalty: 923.418152
	Iteration 82Q: 3 clusters Score -1443610 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1443610.625000 Penalty: 923.418152
	Iteration 83Q: 3 clusters Score -1443611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1443614.375000 Penalty: 923.418152
	Iteration 84Q: 3 clusters Score -1443614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1443617.250000 Penalty: 923.418152
	Iteration 85Q: 3 clusters Score -1443617 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1443618.125000 Penalty: 923.418152
	Iteration 86Q: 3 clusters Score -1443618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1443618.625000 Penalty: 923.418152
	Iteration 87Q: 3 clusters Score -1443619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1443619.000000 Penalty: 923.418152
	Iteration 88Q: 3 clusters Score -1443619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1443619.125000 Penalty: 923.418152
	Iteration 89Q: 3 clusters Score -1443619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1443623.125000 Penalty: 923.418152
	Iteration 90Q: 3 clusters Score -1443623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1443626.875000 Penalty: 923.418152
	Iteration 91Q: 3 clusters Score -1443627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1443622.875000 Penalty: 923.418152
	Iteration 92Q: 3 clusters Score -1443623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1443624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1443623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1443625.250000 Penalty: 923.418152
	Iteration 95Q: 3 clusters Score -1443625 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1443626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1443624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1443632.000000 Penalty: 923.418152
	Iteration 98Q: 3 clusters Score -1443632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1443633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1443629.000000 Penalty: 923.418152
	Iteration 100F: 3 clusters Score -1443629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1443633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1443636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1443643.500000 Penalty: 923.418152
	Iteration 103Q: 3 clusters Score -1443644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1443638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1443643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1443637.625000 Penalty: 923.418152
	Iteration 106Q: 3 clusters Score -1443638 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1443639.875000 Penalty: 923.418152
	Iteration 107Q: 3 clusters Score -1443640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1443642.750000 Penalty: 923.418152
	Iteration 108Q: 3 clusters Score -1443643 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1443649 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1443652.375000 Penalty: 923.418152
	Iteration 110Q: 3 clusters Score -1443652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1443655.500000 Penalty: 923.418152
	Iteration 111Q: 3 clusters Score -1443656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1443656 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1443655 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1443660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1443665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1443672 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1443680.625000 Penalty: 923.418152
	Iteration 117Q: 3 clusters Score -1443681 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1443686 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1443702.250000 Penalty: 923.418152
	Iteration 119Q: 3 clusters Score -1443702 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1443709.250000 Penalty: 923.418152
	Iteration 120F: 3 clusters Score -1443709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1443721.500000 Penalty: 923.418152
	Iteration 121Q: 3 clusters Score -1443722 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1443737.750000 Penalty: 923.418152
	Iteration 122Q: 3 clusters Score -1443738 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1443756.000000 Penalty: 923.418152
	Iteration 123Q: 3 clusters Score -1443756 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1443772 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1443778 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1443800 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1443812.250000 Penalty: 923.418152
	Iteration 127Q: 3 clusters Score -1443812 nChanged 124
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Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1443831 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 8981 members 
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	Iteration 129Q: 3 clusters Score -1443845 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1443862 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1443879.000000 Penalty: 923.418152
	Iteration 131Q: 3 clusters Score -1443879 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1443901.250000 Penalty: 923.418152
	Iteration 132Q: 3 clusters Score -1443901 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1443919.750000 Penalty: 923.418152
	Iteration 133Q: 3 clusters Score -1443920 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1443933.875000 Penalty: 923.418152
	Iteration 134Q: 3 clusters Score -1443934 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1443947.875000 Penalty: 923.418152
	Iteration 135Q: 3 clusters Score -1443948 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1443956 nChanged 129
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Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1443981.875000 Penalty: 923.418152
	Iteration 137Q: 3 clusters Score -1443982 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1444000.375000 Penalty: 923.418152
	Iteration 138Q: 3 clusters Score -1444000 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1444029 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1444062 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 7260 members 
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	Iteration 141Q: 3 clusters Score -1444099 nChanged 206
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Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1444136.875000 Penalty: 923.418152
	Iteration 142Q: 3 clusters Score -1444137 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1444168 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18816 members 
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Score: -1444191.125000 Penalty: 923.418152
	Iteration 144Q: 3 clusters Score -1444191 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1444214.375000 Penalty: 923.418152
	Iteration 145Q: 3 clusters Score -1444214 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19160 members 
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Entering Unmasked Estep 
Score: -1444250.000000 Penalty: 923.418152
	Iteration 146Q: 3 clusters Score -1444250 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 6210 members 
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	Iteration 147Q: 3 clusters Score -1444274 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1444302.500000 Penalty: 923.418152
	Iteration 148Q: 3 clusters Score -1444302 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1444329.250000 Penalty: 923.418152
	Iteration 149Q: 3 clusters Score -1444329 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1444353.750000 Penalty: 923.418152
	Iteration 150Q: 3 clusters Score -1444354 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1444376 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1444400 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1444425.500000 Penalty: 923.418152
	Iteration 153Q: 3 clusters Score -1444426 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1444444.500000 Penalty: 923.418152
	Iteration 154Q: 3 clusters Score -1444444 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1444461.000000 Penalty: 923.418152
	Iteration 155Q: 3 clusters Score -1444461 nChanged 119
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Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1444478 nChanged 108
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Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1444489.625000 Penalty: 923.418152
	Iteration 157Q: 3 clusters Score -1444490 nChanged 108
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Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1444502.750000 Penalty: 923.418152
	Iteration 158Q: 3 clusters Score -1444503 nChanged 94
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Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1444508.875000 Penalty: 923.418152
	Iteration 159Q: 3 clusters Score -1444509 nChanged 74
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Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1444521.500000 Penalty: 923.418152
	Iteration 160F: 3 clusters Score -1444522 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1444522 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1444532.375000 Penalty: 923.418152
	Iteration 162Q: 3 clusters Score -1444532 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1444535.875000 Penalty: 923.418152
	Iteration 163Q: 3 clusters Score -1444536 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1444541.250000 Penalty: 923.418152
	Iteration 164Q: 3 clusters Score -1444541 nChanged 53
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Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1444543.875000 Penalty: 923.418152
	Iteration 165Q: 3 clusters Score -1444544 nChanged 47
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Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1444545 nChanged 53
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Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1444546.500000 Penalty: 923.418152
	Iteration 167Q: 3 clusters Score -1444546 nChanged 61
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Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1444548 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1444560.000000 Penalty: 923.418152
	Iteration 169Q: 3 clusters Score -1444560 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1444566 nChanged 63
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Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1444570 nChanged 51
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Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1444575 nChanged 49
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Mstep: Class 1 contains 21727 members 
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Entering Unmasked Estep 
Score: -1444577.875000 Penalty: 923.418152
	Iteration 173Q: 3 clusters Score -1444578 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1444586.500000 Penalty: 923.418152
	Iteration 174Q: 3 clusters Score -1444586 nChanged 50
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Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1444589 nChanged 50
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Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1444590 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1444597 nChanged 56
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Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1444600.875000 Penalty: 923.418152
	Iteration 178Q: 3 clusters Score -1444601 nChanged 56
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Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1444606.500000 Penalty: 923.418152
	Iteration 179Q: 3 clusters Score -1444606 nChanged 46
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Mstep: Class 1 contains 22092 members 
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Entering Unmasked Estep 
Score: -1444609.250000 Penalty: 923.418152
	Iteration 180F: 3 clusters Score -1444609 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1444617.000000 Penalty: 923.418152
	Iteration 181Q: 3 clusters Score -1444617 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1444617 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1444622.625000 Penalty: 923.418152
	Iteration 183Q: 3 clusters Score -1444623 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1444629 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1444640.125000 Penalty: 923.418152
	Iteration 185Q: 3 clusters Score -1444640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1444659.750000 Penalty: 923.418152
	Iteration 186Q: 3 clusters Score -1444660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1444678.250000 Penalty: 923.418152
	Iteration 187Q: 3 clusters Score -1444678 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1444692.625000 Penalty: 923.418152
	Iteration 188Q: 3 clusters Score -1444693 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1444701.625000 Penalty: 923.418152
	Iteration 189Q: 3 clusters Score -1444702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1444710.750000 Penalty: 923.418152
	Iteration 190Q: 3 clusters Score -1444711 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1444716.625000 Penalty: 923.418152
	Iteration 191Q: 3 clusters Score -1444717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1444724.500000 Penalty: 923.418152
	Iteration 192Q: 3 clusters Score -1444724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1444733.500000 Penalty: 923.418152
	Iteration 193Q: 3 clusters Score -1444734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1444739.750000 Penalty: 923.418152
	Iteration 194Q: 3 clusters Score -1444740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1444742.875000 Penalty: 923.418152
	Iteration 195Q: 3 clusters Score -1444743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1444747.750000 Penalty: 923.418152
	Iteration 196Q: 3 clusters Score -1444748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1444749.125000 Penalty: 923.418152
	Iteration 197Q: 3 clusters Score -1444749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1444750.500000 Penalty: 923.418152
	Iteration 198Q: 3 clusters Score -1444750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1444756.750000 Penalty: 923.418152
	Iteration 199Q: 3 clusters Score -1444757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1444755.000000 Penalty: 923.418152
	Iteration 200F: 3 clusters Score -1444755 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1444757.750000 Penalty: 923.418152
	Iteration 201Q: 3 clusters Score -1444758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1444756.500000 Penalty: 923.418152
	Iteration 202Q: 3 clusters Score -1444756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1444760.375000 Penalty: 923.418152
	Iteration 203Q: 3 clusters Score -1444760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1444762.250000 Penalty: 923.418152
	Iteration 204Q: 3 clusters Score -1444762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1444762.625000 Penalty: 923.418152
	Iteration 205Q: 3 clusters Score -1444763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1444761.500000 Penalty: 923.418152
	Iteration 206Q: 3 clusters Score -1444762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1444763.125000 Penalty: 923.418152
	Iteration 207Q: 3 clusters Score -1444763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1444761.500000 Penalty: 923.418152
	Iteration 208Q: 3 clusters Score -1444762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1444767.375000 Penalty: 923.418152
	Iteration 209Q: 3 clusters Score -1444767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1444769.750000 Penalty: 923.418152
	Iteration 210Q: 3 clusters Score -1444770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1444778.125000 Penalty: 923.418152
	Iteration 211Q: 3 clusters Score -1444778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1444780.875000 Penalty: 923.418152
	Iteration 212Q: 3 clusters Score -1444781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1444782.125000 Penalty: 923.418152
	Iteration 213Q: 3 clusters Score -1444782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1444787.625000 Penalty: 923.418152
	Iteration 214Q: 3 clusters Score -1444788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1444790.875000 Penalty: 923.418152
	Iteration 215Q: 3 clusters Score -1444791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1444793.375000 Penalty: 923.418152
	Iteration 216Q: 3 clusters Score -1444793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1444793.000000 Penalty: 923.418152
	Iteration 217Q: 3 clusters Score -1444793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1444797.500000 Penalty: 923.418152
	Iteration 218Q: 3 clusters Score -1444798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1444798.625000 Penalty: 923.418152
	Iteration 219Q: 3 clusters Score -1444799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1444797.500000 Penalty: 923.418152
	Iteration 220F: 3 clusters Score -1444798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1444800.375000 Penalty: 923.418152
	Iteration 221Q: 3 clusters Score -1444800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1444800.000000 Penalty: 923.418152
	Iteration 222Q: 3 clusters Score -1444800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1444799.750000 Penalty: 923.418152
	Iteration 223Q: 3 clusters Score -1444800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1444800.875000 Penalty: 923.418152
	Iteration 224Q: 3 clusters Score -1444801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1444803.750000 Penalty: 923.418152
	Iteration 225Q: 3 clusters Score -1444804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1444800.625000 Penalty: 923.418152
	Iteration 226Q: 3 clusters Score -1444801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1444800.875000 Penalty: 923.418152
	Iteration 227Q: 3 clusters Score -1444801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1444801.625000 Penalty: 923.418152
	Iteration 228Q: 3 clusters Score -1444802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1444800.375000 Penalty: 923.418152
	Iteration 229Q: 3 clusters Score -1444800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1444800.250000 Penalty: 923.418152
	Iteration 230Q: 3 clusters Score -1444800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1444799.250000 Penalty: 923.418152
	Iteration 231Q: 3 clusters Score -1444799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1444799.625000 Penalty: 923.418152
	Iteration 232Q: 3 clusters Score -1444800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1444798.625000 Penalty: 923.418152
	Iteration 233Q: 3 clusters Score -1444799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1444799.875000 Penalty: 923.418152
	Iteration 234Q: 3 clusters Score -1444800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1444800.500000 Penalty: 923.418152
	Iteration 235Q: 3 clusters Score -1444800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1444800.500000 Penalty: 923.418152
	Iteration 236F: 3 clusters Score -1444800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Entering Unmasked Estep 
Score: -945973.000000 Penalty: 443.098816
	Iteration 0F: 2 clusters Score -945973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -934634.000000 Penalty: 886.197632
	Iteration 0F: 3 clusters Score -934634 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -939180.312500 Penalty: 886.197632
	Iteration 1F: 3 clusters Score -939180.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -939324.812500 Penalty: 886.197632
	Iteration 2Q: 3 clusters Score -939324.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -939463.250000 Penalty: 886.197632
	Iteration 3Q: 3 clusters Score -939463.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -939586.562500 Penalty: 886.197632
	Iteration 4Q: 3 clusters Score -939586.6 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -939733.250000 Penalty: 886.197632
	Iteration 5Q: 3 clusters Score -939733.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -939916.875000 Penalty: 886.197632
	Iteration 6Q: 3 clusters Score -939916.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -940185.062500 Penalty: 886.197632
	Iteration 7Q: 3 clusters Score -940185.1 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -940572.687500 Penalty: 886.197632
	Iteration 8Q: 3 clusters Score -940572.7 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -941112.187500 Penalty: 886.197632
	Iteration 9Q: 3 clusters Score -941112.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -941808.937500 Penalty: 886.197632
	Iteration 10F: 3 clusters Score -941808.9 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -942457.812500 Penalty: 886.197632
	Iteration 11F: 3 clusters Score -942457.8 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -942819.750000 Penalty: 886.197632
	Iteration 12Q: 3 clusters Score -942819.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -943010.875000 Penalty: 886.197632
	Iteration 13Q: 3 clusters Score -943010.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -943136.375000 Penalty: 886.197632
	Iteration 14Q: 3 clusters Score -943136.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -943259.312500 Penalty: 886.197632
	Iteration 15Q: 3 clusters Score -943259.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -943377.750000 Penalty: 886.197632
	Iteration 16Q: 3 clusters Score -943377.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -943504.875000 Penalty: 886.197632
	Iteration 17Q: 3 clusters Score -943504.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -943642.375000 Penalty: 886.197632
	Iteration 18Q: 3 clusters Score -943642.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -943787.687500 Penalty: 886.197632
	Iteration 19Q: 3 clusters Score -943787.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -943943.250000 Penalty: 886.197632
	Iteration 20F: 3 clusters Score -943943.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -944083.562500 Penalty: 886.197632
	Iteration 21Q: 3 clusters Score -944083.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -944202.437500 Penalty: 886.197632
	Iteration 22Q: 3 clusters Score -944202.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -944298.562500 Penalty: 886.197632
	Iteration 23Q: 3 clusters Score -944298.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -944403.937500 Penalty: 886.197632
	Iteration 24Q: 3 clusters Score -944403.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -944508.562500 Penalty: 886.197632
	Iteration 25Q: 3 clusters Score -944508.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -944611.625000 Penalty: 886.197632
	Iteration 26Q: 3 clusters Score -944611.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -944724.000000 Penalty: 886.197632
	Iteration 27Q: 3 clusters Score -944724 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -944833.000000 Penalty: 886.197632
	Iteration 28Q: 3 clusters Score -944833 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -944919.000000 Penalty: 886.197632
	Iteration 29Q: 3 clusters Score -944919 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -944973.187500 Penalty: 886.197632
	Iteration 30Q: 3 clusters Score -944973.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -945030.375000 Penalty: 886.197632
	Iteration 31Q: 3 clusters Score -945030.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -945084.187500 Penalty: 886.197632
	Iteration 32Q: 3 clusters Score -945084.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -945127.187500 Penalty: 886.197632
	Iteration 33Q: 3 clusters Score -945127.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -945167.562500 Penalty: 886.197632
	Iteration 34Q: 3 clusters Score -945167.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -945205.312500 Penalty: 886.197632
	Iteration 35Q: 3 clusters Score -945205.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -945237.187500 Penalty: 886.197632
	Iteration 36Q: 3 clusters Score -945237.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -945263.312500 Penalty: 886.197632
	Iteration 37Q: 3 clusters Score -945263.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -945281.625000 Penalty: 886.197632
	Iteration 38Q: 3 clusters Score -945281.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -945307.000000 Penalty: 886.197632
	Iteration 39Q: 3 clusters Score -945307 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -945324.375000 Penalty: 886.197632
	Iteration 40F: 3 clusters Score -945324.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -945346.625000 Penalty: 886.197632
	Iteration 41Q: 3 clusters Score -945346.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -945364.687500 Penalty: 886.197632
	Iteration 42Q: 3 clusters Score -945364.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -945381.812500 Penalty: 886.197632
	Iteration 43Q: 3 clusters Score -945381.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -945401.562500 Penalty: 886.197632
	Iteration 44Q: 3 clusters Score -945401.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -945414.000000 Penalty: 886.197632
	Iteration 45Q: 3 clusters Score -945414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -945426.625000 Penalty: 886.197632
	Iteration 46Q: 3 clusters Score -945426.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -945439.250000 Penalty: 886.197632
	Iteration 47Q: 3 clusters Score -945439.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -945454.750000 Penalty: 886.197632
	Iteration 48Q: 3 clusters Score -945454.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -945471.437500 Penalty: 886.197632
	Iteration 49Q: 3 clusters Score -945471.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -945490.812500 Penalty: 886.197632
	Iteration 50Q: 3 clusters Score -945490.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -945499.312500 Penalty: 886.197632
	Iteration 51Q: 3 clusters Score -945499.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -945511.625000 Penalty: 886.197632
	Iteration 52Q: 3 clusters Score -945511.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -945523.375000 Penalty: 886.197632
	Iteration 53Q: 3 clusters Score -945523.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -945536.500000 Penalty: 886.197632
	Iteration 54Q: 3 clusters Score -945536.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -945546.187500 Penalty: 886.197632
	Iteration 55Q: 3 clusters Score -945546.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -945552.937500 Penalty: 886.197632
	Iteration 56Q: 3 clusters Score -945552.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -945559.437500 Penalty: 886.197632
	Iteration 57Q: 3 clusters Score -945559.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -945567.562500 Penalty: 886.197632
	Iteration 58Q: 3 clusters Score -945567.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -945574.562500 Penalty: 886.197632
	Iteration 59Q: 3 clusters Score -945574.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -945575.375000 Penalty: 886.197632
	Iteration 60F: 3 clusters Score -945575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -945577.562500 Penalty: 886.197632
	Iteration 61Q: 3 clusters Score -945577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -945578.625000 Penalty: 886.197632
	Iteration 62Q: 3 clusters Score -945578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -945578.187500 Penalty: 886.197632
	Iteration 63Q: 3 clusters Score -945578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -945578.562500 Penalty: 886.197632
	Iteration 64Q: 3 clusters Score -945578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -945578.687500 Penalty: 886.197632
	Iteration 65Q: 3 clusters Score -945578.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -945578.687500 Penalty: 886.197632
	Iteration 66F: 3 clusters Score -945578.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -266791.468750 Penalty: 389.000763
	Iteration 0F: 2 clusters Score -266791.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -263309.031250 Penalty: 778.001526
	Iteration 0F: 3 clusters Score -263309 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -264726.625000 Penalty: 778.001526
	Iteration 1F: 3 clusters Score -264726.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -265030.218750 Penalty: 778.001526
	Iteration 2F: 3 clusters Score -265030.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -265436.156250 Penalty: 778.001526
	Iteration 3F: 3 clusters Score -265436.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -265845.000000 Penalty: 778.001526
	Iteration 4F: 3 clusters Score -265845 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -266161.218750 Penalty: 778.001526
	Iteration 5F: 3 clusters Score -266161.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -266395.593750 Penalty: 778.001526
	Iteration 6F: 3 clusters Score -266395.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -266558.156250 Penalty: 778.001526
	Iteration 7Q: 3 clusters Score -266558.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -266655.562500 Penalty: 778.001526
	Iteration 8Q: 3 clusters Score -266655.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266713.906250 Penalty: 778.001526
	Iteration 9Q: 3 clusters Score -266713.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -266761.281250 Penalty: 778.001526
	Iteration 10Q: 3 clusters Score -266761.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -266795.937500 Penalty: 778.001526
	Iteration 11Q: 3 clusters Score -266795.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -266818.687500 Penalty: 778.001526
	Iteration 12Q: 3 clusters Score -266818.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -266833.187500 Penalty: 778.001526
	Iteration 13Q: 3 clusters Score -266833.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -266839.593750 Penalty: 778.001526
	Iteration 14Q: 3 clusters Score -266839.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -266843.781250 Penalty: 778.001526
	Iteration 15Q: 3 clusters Score -266843.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -266845.531250 Penalty: 778.001526
	Iteration 16Q: 3 clusters Score -266845.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -266846.906250 Penalty: 778.001526
	Iteration 17Q: 3 clusters Score -266846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -266847.843750 Penalty: 778.001526
	Iteration 18Q: 3 clusters Score -266847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -266848.250000 Penalty: 778.001526
	Iteration 19Q: 3 clusters Score -266848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -266848.250000 Penalty: 778.001526
	Iteration 20F: 3 clusters Score -266848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 86432 members 
Mstep: Class 3 contains 52519 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 25658 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 141332 members 
Mstep: Class 8 contains 110766 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 69103 members 
Mstep: Class 11 contains 25526 members 
Mstep: Class 12 contains 16957 members 
Mstep: Class 13 contains 4139 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 56068 members 
Mstep: Class 20 contains 72478 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 110814 members 
Mstep: Class 23 contains 84483 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 3245 members 
Mstep: Class 26 contains 13496 members 
Mstep: Class 27 contains 162818 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 997 members 
Mstep: Class 30 contains 94907 members 
Mstep: Class 31 contains 53166 members 
Mstep: Class 32 contains 13825 members 
Mstep: Class 33 contains 110988 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 2850 members 
Mstep: Class 36 contains 139411 members 
Mstep: Class 37 contains 11936 members 
Mstep: Class 38 contains 25269 members 
Mstep: Class 39 contains 136323 members 
Mstep: Class 40 contains 199 members 
Mstep: Class 41 contains 9944 members 
Mstep: Class 42 contains 1025 members 
Entering Unmasked Estep 
Score: -87385472.000000 Penalty: 27449.218750
Splitting cluster 13 changes total score from -87385560.000000 to -87385472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -127357.007812 Penalty: 352.789856
	Iteration 0F: 2 clusters Score -127357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -125728.984375 Penalty: 705.579712
	Iteration 0F: 3 clusters Score -125729 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -126249.718750 Penalty: 705.579712
	Iteration 1F: 3 clusters Score -126249.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -126317.234375 Penalty: 705.579712
	Iteration 2F: 3 clusters Score -126317.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -126378.320312 Penalty: 705.579712
	Iteration 3Q: 3 clusters Score -126378.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -126442.898438 Penalty: 705.579712
	Iteration 4Q: 3 clusters Score -126442.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -126546.718750 Penalty: 705.579712
	Iteration 5F: 3 clusters Score -126546.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -126657.609375 Penalty: 705.579712
	Iteration 6F: 3 clusters Score -126657.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -126826.367188 Penalty: 705.579712
	Iteration 7F: 3 clusters Score -126826.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -126941.609375 Penalty: 705.579712
	Iteration 8F: 3 clusters Score -126941.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -126989.054688 Penalty: 705.579712
	Iteration 9Q: 3 clusters Score -126989.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -127012.976562 Penalty: 705.579712
	Iteration 10Q: 3 clusters Score -127013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -127036.375000 Penalty: 705.579712
	Iteration 11Q: 3 clusters Score -127036.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -127054.257812 Penalty: 705.579712
	Iteration 12Q: 3 clusters Score -127054.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -127073.062500 Penalty: 705.579712
	Iteration 13Q: 3 clusters Score -127073.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -127083.601562 Penalty: 705.579712
	Iteration 14Q: 3 clusters Score -127083.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -127092.000000 Penalty: 705.579712
	Iteration 15Q: 3 clusters Score -127092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -127098.203125 Penalty: 705.579712
	Iteration 16Q: 3 clusters Score -127098.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -127103.250000 Penalty: 705.579712
	Iteration 17Q: 3 clusters Score -127103.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -127108.421875 Penalty: 705.579712
	Iteration 18Q: 3 clusters Score -127108.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -127117.625000 Penalty: 705.579712
	Iteration 19Q: 3 clusters Score -127117.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -127131.515625 Penalty: 705.579712
	Iteration 20F: 3 clusters Score -127131.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -127146.390625 Penalty: 705.579712
	Iteration 21Q: 3 clusters Score -127146.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -127162.820312 Penalty: 705.579712
	Iteration 22Q: 3 clusters Score -127162.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -127184.601562 Penalty: 705.579712
	Iteration 23Q: 3 clusters Score -127184.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -127210.695312 Penalty: 705.579712
	Iteration 24Q: 3 clusters Score -127210.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -127234.039062 Penalty: 705.579712
	Iteration 25Q: 3 clusters Score -127234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -127252.351562 Penalty: 705.579712
	Iteration 26Q: 3 clusters Score -127252.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -127263.984375 Penalty: 705.579712
	Iteration 27Q: 3 clusters Score -127264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -127268.476562 Penalty: 705.579712
	Iteration 28Q: 3 clusters Score -127268.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -127271.601562 Penalty: 705.579712
	Iteration 29Q: 3 clusters Score -127271.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -127274.289062 Penalty: 705.579712
	Iteration 30Q: 3 clusters Score -127274.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -127276.101562 Penalty: 705.579712
	Iteration 31Q: 3 clusters Score -127276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -127276.906250 Penalty: 705.579712
	Iteration 32Q: 3 clusters Score -127276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -127277.421875 Penalty: 705.579712
	Iteration 33Q: 3 clusters Score -127277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -127277.921875 Penalty: 705.579712
	Iteration 34Q: 3 clusters Score -127277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -127278.117188 Penalty: 705.579712
	Iteration 35Q: 3 clusters Score -127278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -127278.421875 Penalty: 705.579712
	Iteration 36Q: 3 clusters Score -127278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -127278.460938 Penalty: 705.579712
	Iteration 37Q: 3 clusters Score -127278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -127278.531250 Penalty: 705.579712
	Iteration 38Q: 3 clusters Score -127278.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -127278.867188 Penalty: 705.579712
	Iteration 39Q: 3 clusters Score -127278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -127279.640625 Penalty: 705.579712
	Iteration 40F: 3 clusters Score -127279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -127279.570312 Penalty: 705.579712
	Iteration 41Q: 3 clusters Score -127279.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -127279.570312 Penalty: 705.579712
	Iteration 42F: 3 clusters Score -127279.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -73838.531250 Penalty: 327.585358
	Iteration 0F: 2 clusters Score -73838.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -72800.570312 Penalty: 655.170715
	Iteration 0F: 3 clusters Score -72800.57 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -73107.117188 Penalty: 655.170715
	Iteration 1F: 3 clusters Score -73107.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -73154.554688 Penalty: 655.170715
	Iteration 2F: 3 clusters Score -73154.55 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -73181.734375 Penalty: 655.170715
	Iteration 3F: 3 clusters Score -73181.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -73201.937500 Penalty: 655.170715
	Iteration 4Q: 3 clusters Score -73201.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -73221.343750 Penalty: 655.170715
	Iteration 5Q: 3 clusters Score -73221.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -73241.882812 Penalty: 655.170715
	Iteration 6Q: 3 clusters Score -73241.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -73267.476562 Penalty: 655.170715
	Iteration 7Q: 3 clusters Score -73267.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -73291.421875 Penalty: 655.170715
	Iteration 8Q: 3 clusters Score -73291.42 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73316.703125 Penalty: 655.170715
	Iteration 9Q: 3 clusters Score -73316.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -73348.085938 Penalty: 655.170715
	Iteration 10Q: 3 clusters Score -73348.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73370.289062 Penalty: 655.170715
	Iteration 11Q: 3 clusters Score -73370.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73396.968750 Penalty: 655.170715
	Iteration 12Q: 3 clusters Score -73396.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73432.390625 Penalty: 655.170715
	Iteration 13Q: 3 clusters Score -73432.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -73465.695312 Penalty: 655.170715
	Iteration 14Q: 3 clusters Score -73465.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -73483.921875 Penalty: 655.170715
	Iteration 15Q: 3 clusters Score -73483.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -73490.460938 Penalty: 655.170715
	Iteration 16Q: 3 clusters Score -73490.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73497.617188 Penalty: 655.170715
	Iteration 17Q: 3 clusters Score -73497.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -73502.328125 Penalty: 655.170715
	Iteration 18Q: 3 clusters Score -73502.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -73507.664062 Penalty: 655.170715
	Iteration 19Q: 3 clusters Score -73507.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -73513.062500 Penalty: 655.170715
	Iteration 20F: 3 clusters Score -73513.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -73516.437500 Penalty: 655.170715
	Iteration 21Q: 3 clusters Score -73516.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -73518.289062 Penalty: 655.170715
	Iteration 22Q: 3 clusters Score -73518.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -73519.367188 Penalty: 655.170715
	Iteration 23Q: 3 clusters Score -73519.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -73521.843750 Penalty: 655.170715
	Iteration 24Q: 3 clusters Score -73521.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -73523.382812 Penalty: 655.170715
	Iteration 25Q: 3 clusters Score -73523.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -73524.953125 Penalty: 655.170715
	Iteration 26Q: 3 clusters Score -73524.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -73524.953125 Penalty: 655.170715
	Iteration 27F: 3 clusters Score -73524.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Entering Unmasked Estep 
Score: -345682.093750 Penalty: 399.189026
	Iteration 0F: 2 clusters Score -345682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -341337.187500 Penalty: 798.378052
	Iteration 0F: 3 clusters Score -341337.2 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -343024.937500 Penalty: 798.378052
	Iteration 1F: 3 clusters Score -343024.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -343195.531250 Penalty: 798.378052
	Iteration 2F: 3 clusters Score -343195.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -343486.906250 Penalty: 798.378052
	Iteration 3F: 3 clusters Score -343486.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -343976.000000 Penalty: 798.378052
	Iteration 4F: 3 clusters Score -343976 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -344535.125000 Penalty: 798.378052
	Iteration 5F: 3 clusters Score -344535.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -345006.406250 Penalty: 798.378052
	Iteration 6F: 3 clusters Score -345006.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -345390.218750 Penalty: 798.378052
	Iteration 7F: 3 clusters Score -345390.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -345646.687500 Penalty: 798.378052
	Iteration 8Q: 3 clusters Score -345646.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -345760.593750 Penalty: 798.378052
	Iteration 9Q: 3 clusters Score -345760.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -345806.031250 Penalty: 798.378052
	Iteration 10Q: 3 clusters Score -345806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -345823.187500 Penalty: 798.378052
	Iteration 11Q: 3 clusters Score -345823.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -345832.843750 Penalty: 798.378052
	Iteration 12Q: 3 clusters Score -345832.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -345837.375000 Penalty: 798.378052
	Iteration 13Q: 3 clusters Score -345837.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -345839.812500 Penalty: 798.378052
	Iteration 14Q: 3 clusters Score -345839.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -345842.375000 Penalty: 798.378052
	Iteration 15Q: 3 clusters Score -345842.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -345843.156250 Penalty: 798.378052
	Iteration 16Q: 3 clusters Score -345843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -345844.625000 Penalty: 798.378052
	Iteration 17Q: 3 clusters Score -345844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -345844.593750 Penalty: 798.378052
	Iteration 18Q: 3 clusters Score -345844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -345845.718750 Penalty: 798.378052
	Iteration 19Q: 3 clusters Score -345845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -345846.062500 Penalty: 798.378052
	Iteration 20F: 3 clusters Score -345846.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -345846.031250 Penalty: 798.378052
	Iteration 21Q: 3 clusters Score -345846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -345847.312500 Penalty: 798.378052
	Iteration 22Q: 3 clusters Score -345847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -345846.687500 Penalty: 798.378052
	Iteration 23Q: 3 clusters Score -345846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -345848.218750 Penalty: 798.378052
	Iteration 24Q: 3 clusters Score -345848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -345848.187500 Penalty: 798.378052
	Iteration 25Q: 3 clusters Score -345848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -345848.906250 Penalty: 798.378052
	Iteration 26Q: 3 clusters Score -345848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -345850.812500 Penalty: 798.378052
	Iteration 27Q: 3 clusters Score -345850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -345850.656250 Penalty: 798.378052
	Iteration 28Q: 3 clusters Score -345850.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -345850.656250 Penalty: 798.378052
	Iteration 29F: 3 clusters Score -345850.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 86432 members 
Mstep: Class 3 contains 52519 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 25658 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 141332 members 
Mstep: Class 8 contains 110766 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 69103 members 
Mstep: Class 11 contains 25526 members 
Mstep: Class 12 contains 16957 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 56068 members 
Mstep: Class 20 contains 72478 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 110814 members 
Mstep: Class 23 contains 84483 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 3245 members 
Mstep: Class 26 contains 13496 members 
Mstep: Class 27 contains 162818 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 997 members 
Mstep: Class 30 contains 94907 members 
Mstep: Class 31 contains 53166 members 
Mstep: Class 32 contains 13825 members 
Mstep: Class 33 contains 110988 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 2850 members 
Mstep: Class 36 contains 139411 members 
Mstep: Class 37 contains 11936 members 
Mstep: Class 38 contains 25269 members 
Mstep: Class 39 contains 136323 members 
Mstep: Class 40 contains 199 members 
Mstep: Class 41 contains 9944 members 
Mstep: Class 42 contains 5046 members 
Entering Unmasked Estep 
Score: -87385664.000000 Penalty: 27449.218750
Splitting cluster 16 changes total score from -87385560.000000 to -87385664.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 17 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -123852.398438 Penalty: 356.787933
	Iteration 0F: 2 clusters Score -123852.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -122068.093750 Penalty: 713.575867
	Iteration 0F: 3 clusters Score -122068.1 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -122853.835938 Penalty: 713.575867
	Iteration 1F: 3 clusters Score -122853.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -123047.289062 Penalty: 713.575867
	Iteration 2F: 3 clusters Score -123047.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -123153.421875 Penalty: 713.575867
	Iteration 3F: 3 clusters Score -123153.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -123212.867188 Penalty: 713.575867
	Iteration 4Q: 3 clusters Score -123212.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -123255.843750 Penalty: 713.575867
	Iteration 5Q: 3 clusters Score -123255.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -123291.210938 Penalty: 713.575867
	Iteration 6Q: 3 clusters Score -123291.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -123336.460938 Penalty: 713.575867
	Iteration 7Q: 3 clusters Score -123336.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -123368.851562 Penalty: 713.575867
	Iteration 8Q: 3 clusters Score -123368.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -123399.156250 Penalty: 713.575867
	Iteration 9Q: 3 clusters Score -123399.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -123441.203125 Penalty: 713.575867
	Iteration 10Q: 3 clusters Score -123441.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -123475.562500 Penalty: 713.575867
	Iteration 11Q: 3 clusters Score -123475.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -123506.109375 Penalty: 713.575867
	Iteration 12Q: 3 clusters Score -123506.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -123539.187500 Penalty: 713.575867
	Iteration 13Q: 3 clusters Score -123539.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -123553.648438 Penalty: 713.575867
	Iteration 14Q: 3 clusters Score -123553.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -123562.898438 Penalty: 713.575867
	Iteration 15Q: 3 clusters Score -123562.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -123569.765625 Penalty: 713.575867
	Iteration 16Q: 3 clusters Score -123569.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -123578.734375 Penalty: 713.575867
	Iteration 17Q: 3 clusters Score -123578.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -123587.320312 Penalty: 713.575867
	Iteration 18Q: 3 clusters Score -123587.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -123591.562500 Penalty: 713.575867
	Iteration 19Q: 3 clusters Score -123591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -123595.976562 Penalty: 713.575867
	Iteration 20F: 3 clusters Score -123596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -123598.164062 Penalty: 713.575867
	Iteration 21Q: 3 clusters Score -123598.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -123600.640625 Penalty: 713.575867
	Iteration 22Q: 3 clusters Score -123600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -123602.070312 Penalty: 713.575867
	Iteration 23Q: 3 clusters Score -123602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -123603.828125 Penalty: 713.575867
	Iteration 24Q: 3 clusters Score -123603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -123605.656250 Penalty: 713.575867
	Iteration 25Q: 3 clusters Score -123605.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -123610.296875 Penalty: 713.575867
	Iteration 26Q: 3 clusters Score -123610.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -123613.328125 Penalty: 713.575867
	Iteration 27Q: 3 clusters Score -123613.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -123615.367188 Penalty: 713.575867
	Iteration 28Q: 3 clusters Score -123615.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -123617.796875 Penalty: 713.575867
	Iteration 29Q: 3 clusters Score -123617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -123619.710938 Penalty: 713.575867
	Iteration 30Q: 3 clusters Score -123619.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -123622.257812 Penalty: 713.575867
	Iteration 31Q: 3 clusters Score -123622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -123629.054688 Penalty: 713.575867
	Iteration 32Q: 3 clusters Score -123629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -123630.976562 Penalty: 713.575867
	Iteration 33Q: 3 clusters Score -123631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -123631.554688 Penalty: 713.575867
	Iteration 34Q: 3 clusters Score -123631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -123631.554688 Penalty: 713.575867
	Iteration 35F: 3 clusters Score -123631.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Entering Unmasked Estep 
Score: -2586137.750000 Penalty: 489.485535
	Iteration 0F: 2 clusters Score -2586138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2554483.250000 Penalty: 978.971069
	Iteration 0F: 3 clusters Score -2554483 nChanged 22778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2567802.000000 Penalty: 978.971069
	Iteration 1F: 3 clusters Score -2567802 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2568221.500000 Penalty: 978.971069
	Iteration 2Q: 3 clusters Score -2568222 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2568821.750000 Penalty: 978.971069
	Iteration 3Q: 3 clusters Score -2568822 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2569755.250000 Penalty: 978.971069
	Iteration 4Q: 3 clusters Score -2569755 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2571394.500000 Penalty: 978.971069
	Iteration 5F: 3 clusters Score -2571394 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2573994.500000 Penalty: 978.971069
	Iteration 6F: 3 clusters Score -2573994 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2577080.500000 Penalty: 978.971069
	Iteration 7F: 3 clusters Score -2577080 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2579192.250000 Penalty: 978.971069
	Iteration 8F: 3 clusters Score -2579192 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2580268.750000 Penalty: 978.971069
	Iteration 9Q: 3 clusters Score -2580269 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2580876.500000 Penalty: 978.971069
	Iteration 10Q: 3 clusters Score -2580876 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2581372.500000 Penalty: 978.971069
	Iteration 11Q: 3 clusters Score -2581372 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2581851.500000 Penalty: 978.971069
	Iteration 12Q: 3 clusters Score -2581852 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2582314.750000 Penalty: 978.971069
	Iteration 13Q: 3 clusters Score -2582315 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2582810.500000 Penalty: 978.971069
	Iteration 14Q: 3 clusters Score -2582810 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2583268.250000 Penalty: 978.971069
	Iteration 15Q: 3 clusters Score -2583268 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2583654.750000 Penalty: 978.971069
	Iteration 16Q: 3 clusters Score -2583655 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2584026.000000 Penalty: 978.971069
	Iteration 17Q: 3 clusters Score -2584026 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2584390.000000 Penalty: 978.971069
	Iteration 18Q: 3 clusters Score -2584390 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2584705.000000 Penalty: 978.971069
	Iteration 19Q: 3 clusters Score -2584705 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2584990.000000 Penalty: 978.971069
	Iteration 20F: 3 clusters Score -2584990 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2585191.250000 Penalty: 978.971069
	Iteration 21Q: 3 clusters Score -2585191 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2585340.750000 Penalty: 978.971069
	Iteration 22Q: 3 clusters Score -2585341 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2585439.250000 Penalty: 978.971069
	Iteration 23Q: 3 clusters Score -2585439 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2585506.500000 Penalty: 978.971069
	Iteration 24Q: 3 clusters Score -2585506 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2585555.250000 Penalty: 978.971069
	Iteration 25Q: 3 clusters Score -2585555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2585580.500000 Penalty: 978.971069
	Iteration 26Q: 3 clusters Score -2585580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2585599.500000 Penalty: 978.971069
	Iteration 27Q: 3 clusters Score -2585600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2585629.250000 Penalty: 978.971069
	Iteration 28Q: 3 clusters Score -2585629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2585641.000000 Penalty: 978.971069
	Iteration 29Q: 3 clusters Score -2585641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2585654.250000 Penalty: 978.971069
	Iteration 30Q: 3 clusters Score -2585654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2585672.750000 Penalty: 978.971069
	Iteration 31Q: 3 clusters Score -2585673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2585683.500000 Penalty: 978.971069
	Iteration 32Q: 3 clusters Score -2585684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2585692.750000 Penalty: 978.971069
	Iteration 33Q: 3 clusters Score -2585693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2585699.750000 Penalty: 978.971069
	Iteration 34Q: 3 clusters Score -2585700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2585702.750000 Penalty: 978.971069
	Iteration 35Q: 3 clusters Score -2585703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -2585704.750000 Penalty: 978.971069
	Iteration 36Q: 3 clusters Score -2585705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2585708.000000 Penalty: 978.971069
	Iteration 37Q: 3 clusters Score -2585708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2585711.000000 Penalty: 978.971069
	Iteration 38Q: 3 clusters Score -2585711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2585710.000000 Penalty: 978.971069
	Iteration 39Q: 3 clusters Score -2585710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -2585710.000000 Penalty: 978.971069
	Iteration 40F: 3 clusters Score -2585710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Entering Unmasked Estep 
Score: -3014027.000000 Penalty: 497.511566
	Iteration 0F: 2 clusters Score -3014027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -2976548.000000 Penalty: 995.023132
	Iteration 0F: 3 clusters Score -2976548 nChanged 26910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -2992774.000000 Penalty: 995.023132
	Iteration 1F: 3 clusters Score -2992774 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -2993213.500000 Penalty: 995.023132
	Iteration 2Q: 3 clusters Score -2993214 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -2993638.750000 Penalty: 995.023132
	Iteration 3Q: 3 clusters Score -2993639 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -2994200.750000 Penalty: 995.023132
	Iteration 4Q: 3 clusters Score -2994201 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -2995174.750000 Penalty: 995.023132
	Iteration 5Q: 3 clusters Score -2995175 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -2996783.500000 Penalty: 995.023132
	Iteration 6Q: 3 clusters Score -2996784 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -2999279.250000 Penalty: 995.023132
	Iteration 7F: 3 clusters Score -2999279 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3001999.750000 Penalty: 995.023132
	Iteration 8F: 3 clusters Score -3002000 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3003721.750000 Penalty: 995.023132
	Iteration 9F: 3 clusters Score -3003722 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3004353.250000 Penalty: 995.023132
	Iteration 10Q: 3 clusters Score -3004353 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3004607.500000 Penalty: 995.023132
	Iteration 11Q: 3 clusters Score -3004608 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3004807.000000 Penalty: 995.023132
	Iteration 12Q: 3 clusters Score -3004807 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3005038.250000 Penalty: 995.023132
	Iteration 13Q: 3 clusters Score -3005038 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -3005289.000000 Penalty: 995.023132
	Iteration 14Q: 3 clusters Score -3005289 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3005597.000000 Penalty: 995.023132
	Iteration 15Q: 3 clusters Score -3005597 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3005868.250000 Penalty: 995.023132
	Iteration 16Q: 3 clusters Score -3005868 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -3006227.750000 Penalty: 995.023132
	Iteration 17Q: 3 clusters Score -3006228 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3006578.000000 Penalty: 995.023132
	Iteration 18Q: 3 clusters Score -3006578 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3006983.500000 Penalty: 995.023132
	Iteration 19Q: 3 clusters Score -3006984 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -3007338.250000 Penalty: 995.023132
	Iteration 20F: 3 clusters Score -3007338 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3007701.500000 Penalty: 995.023132
	Iteration 21Q: 3 clusters Score -3007702 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3007973.250000 Penalty: 995.023132
	Iteration 22Q: 3 clusters Score -3007973 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3008228.250000 Penalty: 995.023132
	Iteration 23Q: 3 clusters Score -3008228 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -3008466.250000 Penalty: 995.023132
	Iteration 24Q: 3 clusters Score -3008466 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -3008714.250000 Penalty: 995.023132
	Iteration 25Q: 3 clusters Score -3008714 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -3008895.250000 Penalty: 995.023132
	Iteration 26Q: 3 clusters Score -3008895 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3009076.750000 Penalty: 995.023132
	Iteration 27Q: 3 clusters Score -3009077 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3009222.250000 Penalty: 995.023132
	Iteration 28Q: 3 clusters Score -3009222 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3009380.000000 Penalty: 995.023132
	Iteration 29Q: 3 clusters Score -3009380 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3009537.500000 Penalty: 995.023132
	Iteration 30Q: 3 clusters Score -3009538 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3009674.750000 Penalty: 995.023132
	Iteration 31Q: 3 clusters Score -3009675 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3009825.750000 Penalty: 995.023132
	Iteration 32Q: 3 clusters Score -3009826 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -3009948.750000 Penalty: 995.023132
	Iteration 33Q: 3 clusters Score -3009949 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3010056.250000 Penalty: 995.023132
	Iteration 34Q: 3 clusters Score -3010056 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3010178.500000 Penalty: 995.023132
	Iteration 35Q: 3 clusters Score -3010178 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3010280.250000 Penalty: 995.023132
	Iteration 36Q: 3 clusters Score -3010280 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3010385.500000 Penalty: 995.023132
	Iteration 37Q: 3 clusters Score -3010386 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3010500.000000 Penalty: 995.023132
	Iteration 38Q: 3 clusters Score -3010500 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3010589.750000 Penalty: 995.023132
	Iteration 39Q: 3 clusters Score -3010590 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3010688.000000 Penalty: 995.023132
	Iteration 40F: 3 clusters Score -3010688 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3010793.750000 Penalty: 995.023132
	Iteration 41Q: 3 clusters Score -3010794 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3010907.250000 Penalty: 995.023132
	Iteration 42Q: 3 clusters Score -3010907 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -3011057.750000 Penalty: 995.023132
	Iteration 43Q: 3 clusters Score -3011058 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3011206.000000 Penalty: 995.023132
	Iteration 44Q: 3 clusters Score -3011206 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3011387.750000 Penalty: 995.023132
	Iteration 45Q: 3 clusters Score -3011388 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -3011563.500000 Penalty: 995.023132
	Iteration 46Q: 3 clusters Score -3011564 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3011762.750000 Penalty: 995.023132
	Iteration 47Q: 3 clusters Score -3011763 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3011932.750000 Penalty: 995.023132
	Iteration 48Q: 3 clusters Score -3011933 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3012096.500000 Penalty: 995.023132
	Iteration 49Q: 3 clusters Score -3012096 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -3012245.250000 Penalty: 995.023132
	Iteration 50Q: 3 clusters Score -3012245 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3012407.000000 Penalty: 995.023132
	Iteration 51Q: 3 clusters Score -3012407 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3012516.250000 Penalty: 995.023132
	Iteration 52Q: 3 clusters Score -3012516 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3012616.000000 Penalty: 995.023132
	Iteration 53Q: 3 clusters Score -3012616 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3012704.750000 Penalty: 995.023132
	Iteration 54Q: 3 clusters Score -3012705 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3012813.000000 Penalty: 995.023132
	Iteration 55Q: 3 clusters Score -3012813 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3012912.250000 Penalty: 995.023132
	Iteration 56Q: 3 clusters Score -3012912 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3012992.750000 Penalty: 995.023132
	Iteration 57Q: 3 clusters Score -3012993 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3013052.000000 Penalty: 995.023132
	Iteration 58Q: 3 clusters Score -3013052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3013121.750000 Penalty: 995.023132
	Iteration 59Q: 3 clusters Score -3013122 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3013170.000000 Penalty: 995.023132
	Iteration 60F: 3 clusters Score -3013170 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3013199.500000 Penalty: 995.023132
	Iteration 61Q: 3 clusters Score -3013200 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3013249.000000 Penalty: 995.023132
	Iteration 62Q: 3 clusters Score -3013249 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3013285.500000 Penalty: 995.023132
	Iteration 63Q: 3 clusters Score -3013286 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3013315.750000 Penalty: 995.023132
	Iteration 64Q: 3 clusters Score -3013316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3013355.500000 Penalty: 995.023132
	Iteration 65Q: 3 clusters Score -3013356 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3013389.000000 Penalty: 995.023132
	Iteration 66Q: 3 clusters Score -3013389 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3013429.750000 Penalty: 995.023132
	Iteration 67Q: 3 clusters Score -3013430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3013460.750000 Penalty: 995.023132
	Iteration 68Q: 3 clusters Score -3013461 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3013490.250000 Penalty: 995.023132
	Iteration 69Q: 3 clusters Score -3013490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3013512.750000 Penalty: 995.023132
	Iteration 70Q: 3 clusters Score -3013513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3013520.000000 Penalty: 995.023132
	Iteration 71Q: 3 clusters Score -3013520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3013532.250000 Penalty: 995.023132
	Iteration 72Q: 3 clusters Score -3013532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3013549.750000 Penalty: 995.023132
	Iteration 73Q: 3 clusters Score -3013550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3013556.500000 Penalty: 995.023132
	Iteration 74Q: 3 clusters Score -3013556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3013569.250000 Penalty: 995.023132
	Iteration 75Q: 3 clusters Score -3013569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3013583.750000 Penalty: 995.023132
	Iteration 76Q: 3 clusters Score -3013584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3013598.000000 Penalty: 995.023132
	Iteration 77Q: 3 clusters Score -3013598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3013614.500000 Penalty: 995.023132
	Iteration 78Q: 3 clusters Score -3013614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3013626.000000 Penalty: 995.023132
	Iteration 79Q: 3 clusters Score -3013626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3013639.750000 Penalty: 995.023132
	Iteration 80F: 3 clusters Score -3013640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3013648.000000 Penalty: 995.023132
	Iteration 81Q: 3 clusters Score -3013648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3013649.250000 Penalty: 995.023132
	Iteration 82Q: 3 clusters Score -3013649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3013654.500000 Penalty: 995.023132
	Iteration 83Q: 3 clusters Score -3013654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3013657.750000 Penalty: 995.023132
	Iteration 84Q: 3 clusters Score -3013658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3013662.500000 Penalty: 995.023132
	Iteration 85Q: 3 clusters Score -3013662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3013666.750000 Penalty: 995.023132
	Iteration 86Q: 3 clusters Score -3013667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3013665.500000 Penalty: 995.023132
	Iteration 87Q: 3 clusters Score -3013666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3013668.500000 Penalty: 995.023132
	Iteration 88Q: 3 clusters Score -3013668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3013669.750000 Penalty: 995.023132
	Iteration 89Q: 3 clusters Score -3013670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3013669.500000 Penalty: 995.023132
	Iteration 90Q: 3 clusters Score -3013670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3013672.250000 Penalty: 995.023132
	Iteration 91Q: 3 clusters Score -3013672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3013672.250000 Penalty: 995.023132
	Iteration 92Q: 3 clusters Score -3013672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3013671.500000 Penalty: 995.023132
	Iteration 93Q: 3 clusters Score -3013672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3013671.500000 Penalty: 995.023132
	Iteration 94Q: 3 clusters Score -3013672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3013671.750000 Penalty: 995.023132
	Iteration 95Q: 3 clusters Score -3013672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3013671.000000 Penalty: 995.023132
	Iteration 96Q: 3 clusters Score -3013671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3013673.250000 Penalty: 995.023132
	Iteration 97Q: 3 clusters Score -3013673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3013673.750000 Penalty: 995.023132
	Iteration 98Q: 3 clusters Score -3013674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3013677.000000 Penalty: 995.023132
	Iteration 99Q: 3 clusters Score -3013677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3013673.750000 Penalty: 995.023132
	Iteration 100F: 3 clusters Score -3013674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3013673.500000 Penalty: 995.023132
	Iteration 101Q: 3 clusters Score -3013674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3013673.500000 Penalty: 995.023132
	Iteration 102F: 3 clusters Score -3013674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (72478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Entering Unmasked Estep 
Score: -3934869.500000 Penalty: 509.192230
	Iteration 0F: 2 clusters Score -3934870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -3885911.750000 Penalty: 1018.384460
	Iteration 0F: 3 clusters Score -3885912 nChanged 35414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -3907021.500000 Penalty: 1018.384460
	Iteration 1F: 3 clusters Score -3907022 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -3907905.250000 Penalty: 1018.384460
	Iteration 2Q: 3 clusters Score -3907905 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3909282.000000 Penalty: 1018.384460
	Iteration 3Q: 3 clusters Score -3909282 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3911618.750000 Penalty: 1018.384460
	Iteration 4F: 3 clusters Score -3911619 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3915697.750000 Penalty: 1018.384460
	Iteration 5F: 3 clusters Score -3915698 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3921535.000000 Penalty: 1018.384460
	Iteration 6F: 3 clusters Score -3921535 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3927669.250000 Penalty: 1018.384460
	Iteration 7F: 3 clusters Score -3927669 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3931636.500000 Penalty: 1018.384460
	Iteration 8F: 3 clusters Score -3931636 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71220 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3933363.750000 Penalty: 1018.384460
	Iteration 9Q: 3 clusters Score -3933364 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3934005.250000 Penalty: 1018.384460
	Iteration 10Q: 3 clusters Score -3934005 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72096 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3934248.750000 Penalty: 1018.384460
	Iteration 11Q: 3 clusters Score -3934249 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3934346.500000 Penalty: 1018.384460
	Iteration 12Q: 3 clusters Score -3934346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3934389.000000 Penalty: 1018.384460
	Iteration 13Q: 3 clusters Score -3934389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3934417.000000 Penalty: 1018.384460
	Iteration 14Q: 3 clusters Score -3934417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3934429.000000 Penalty: 1018.384460
	Iteration 15Q: 3 clusters Score -3934429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3934437.250000 Penalty: 1018.384460
	Iteration 16Q: 3 clusters Score -3934437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3934441.750000 Penalty: 1018.384460
	Iteration 17Q: 3 clusters Score -3934442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3934443.500000 Penalty: 1018.384460
	Iteration 18Q: 3 clusters Score -3934444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3934446.500000 Penalty: 1018.384460
	Iteration 19Q: 3 clusters Score -3934446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3934446.750000 Penalty: 1018.384460
	Iteration 20F: 3 clusters Score -3934447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3934451.000000 Penalty: 1018.384460
	Iteration 21Q: 3 clusters Score -3934451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3934452.750000 Penalty: 1018.384460
	Iteration 22Q: 3 clusters Score -3934453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3934454.000000 Penalty: 1018.384460
	Iteration 23Q: 3 clusters Score -3934454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3934453.000000 Penalty: 1018.384460
	Iteration 24Q: 3 clusters Score -3934453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3934453.000000 Penalty: 1018.384460
	Iteration 25F: 3 clusters Score -3934453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -91269.500000 Penalty: 338.793060
	Iteration 0F: 2 clusters Score -91269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -89991.648438 Penalty: 677.586121
	Iteration 0F: 3 clusters Score -89991.65 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -90351.703125 Penalty: 677.586121
	Iteration 1F: 3 clusters Score -90351.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -90401.304688 Penalty: 677.586121
	Iteration 2F: 3 clusters Score -90401.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -90436.429688 Penalty: 677.586121
	Iteration 3Q: 3 clusters Score -90436.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -90465.757812 Penalty: 677.586121
	Iteration 4Q: 3 clusters Score -90465.76 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -90482.812500 Penalty: 677.586121
	Iteration 5Q: 3 clusters Score -90482.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -90496.640625 Penalty: 677.586121
	Iteration 6Q: 3 clusters Score -90496.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -90508.054688 Penalty: 677.586121
	Iteration 7Q: 3 clusters Score -90508.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -90518.320312 Penalty: 677.586121
	Iteration 8Q: 3 clusters Score -90518.32 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -90531.960938 Penalty: 677.586121
	Iteration 9Q: 3 clusters Score -90531.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -90541.820312 Penalty: 677.586121
	Iteration 10Q: 3 clusters Score -90541.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -90547.914062 Penalty: 677.586121
	Iteration 11Q: 3 clusters Score -90547.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -90557.492188 Penalty: 677.586121
	Iteration 12Q: 3 clusters Score -90557.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -90565.546875 Penalty: 677.586121
	Iteration 13Q: 3 clusters Score -90565.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -90571.781250 Penalty: 677.586121
	Iteration 14Q: 3 clusters Score -90571.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -90576.515625 Penalty: 677.586121
	Iteration 15Q: 3 clusters Score -90576.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -90585.375000 Penalty: 677.586121
	Iteration 16Q: 3 clusters Score -90585.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -90599.085938 Penalty: 677.586121
	Iteration 17Q: 3 clusters Score -90599.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -90614.406250 Penalty: 677.586121
	Iteration 18Q: 3 clusters Score -90614.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -90623.781250 Penalty: 677.586121
	Iteration 19Q: 3 clusters Score -90623.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -90632.250000 Penalty: 677.586121
	Iteration 20F: 3 clusters Score -90632.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -90645.000000 Penalty: 677.586121
	Iteration 21Q: 3 clusters Score -90645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -90656.148438 Penalty: 677.586121
	Iteration 22Q: 3 clusters Score -90656.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -90670.937500 Penalty: 677.586121
	Iteration 23Q: 3 clusters Score -90670.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -90690.984375 Penalty: 677.586121
	Iteration 24Q: 3 clusters Score -90690.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -90716.796875 Penalty: 677.586121
	Iteration 25Q: 3 clusters Score -90716.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -90757.632812 Penalty: 677.586121
	Iteration 26Q: 3 clusters Score -90757.63 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -90801.679688 Penalty: 677.586121
	Iteration 27Q: 3 clusters Score -90801.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -90839.968750 Penalty: 677.586121
	Iteration 28Q: 3 clusters Score -90839.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -90858.382812 Penalty: 677.586121
	Iteration 29Q: 3 clusters Score -90858.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -90872.531250 Penalty: 677.586121
	Iteration 30Q: 3 clusters Score -90872.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -90890.484375 Penalty: 677.586121
	Iteration 31Q: 3 clusters Score -90890.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -90920.109375 Penalty: 677.586121
	Iteration 32Q: 3 clusters Score -90920.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -90972.906250 Penalty: 677.586121
	Iteration 33Q: 3 clusters Score -90972.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -91014.312500 Penalty: 677.586121
	Iteration 34Q: 3 clusters Score -91014.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -91033.921875 Penalty: 677.586121
	Iteration 35Q: 3 clusters Score -91033.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -91042.328125 Penalty: 677.586121
	Iteration 36Q: 3 clusters Score -91042.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -91045.390625 Penalty: 677.586121
	Iteration 37Q: 3 clusters Score -91045.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -91046.562500 Penalty: 677.586121
	Iteration 38Q: 3 clusters Score -91046.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -91049.531250 Penalty: 677.586121
	Iteration 39Q: 3 clusters Score -91049.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -91051.140625 Penalty: 677.586121
	Iteration 40F: 3 clusters Score -91051.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -91052.546875 Penalty: 677.586121
	Iteration 41Q: 3 clusters Score -91052.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -91053.218750 Penalty: 677.586121
	Iteration 42Q: 3 clusters Score -91053.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -91055.390625 Penalty: 677.586121
	Iteration 43Q: 3 clusters Score -91055.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -91056.421875 Penalty: 677.586121
	Iteration 44Q: 3 clusters Score -91056.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -91056.804688 Penalty: 677.586121
	Iteration 45Q: 3 clusters Score -91056.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -91057.085938 Penalty: 677.586121
	Iteration 46Q: 3 clusters Score -91057.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -91057.085938 Penalty: 677.586121
	Iteration 47F: 3 clusters Score -91057.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110814 members 
Entering Unmasked Estep 
Score: -6006132.500000 Penalty: 528.510193
	Iteration 0F: 2 clusters Score -6006132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -5934222.000000 Penalty: 1057.020386
	Iteration 0F: 3 clusters Score -5934222 nChanged 54365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63246 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -5968017.500000 Penalty: 1057.020386
	Iteration 1F: 3 clusters Score -5968018 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -5970460.500000 Penalty: 1057.020386
	Iteration 2F: 3 clusters Score -5970460 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -5975383.000000 Penalty: 1057.020386
	Iteration 3F: 3 clusters Score -5975383 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -5983530.500000 Penalty: 1057.020386
	Iteration 4F: 3 clusters Score -5983530 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -5992868.000000 Penalty: 1057.020386
	Iteration 5F: 3 clusters Score -5992868 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104497 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5999953.000000 Penalty: 1057.020386
	Iteration 6F: 3 clusters Score -5999953 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6003651.500000 Penalty: 1057.020386
	Iteration 7Q: 3 clusters Score -6003652 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6004991.500000 Penalty: 1057.020386
	Iteration 8Q: 3 clusters Score -6004992 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110478 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6005424.500000 Penalty: 1057.020386
	Iteration 9Q: 3 clusters Score -6005424 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110631 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6005595.000000 Penalty: 1057.020386
	Iteration 10Q: 3 clusters Score -6005595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110682 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6005642.500000 Penalty: 1057.020386
	Iteration 11Q: 3 clusters Score -6005642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6005676.000000 Penalty: 1057.020386
	Iteration 12Q: 3 clusters Score -6005676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110708 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6005698.000000 Penalty: 1057.020386
	Iteration 13Q: 3 clusters Score -6005698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110706 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -6005700.500000 Penalty: 1057.020386
	Iteration 14Q: 3 clusters Score -6005700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110703 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6005708.500000 Penalty: 1057.020386
	Iteration 15Q: 3 clusters Score -6005708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6005709.500000 Penalty: 1057.020386
	Iteration 16Q: 3 clusters Score -6005710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110700 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6005708.500000 Penalty: 1057.020386
	Iteration 17Q: 3 clusters Score -6005708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6005710.500000 Penalty: 1057.020386
	Iteration 18Q: 3 clusters Score -6005710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6005710.500000 Penalty: 1057.020386
	Iteration 19F: 3 clusters Score -6005710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (84483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84483 members 
Entering Unmasked Estep 
Score: -4428147.000000 Penalty: 516.165894
	Iteration 0F: 2 clusters Score -4428147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -4371529.500000 Penalty: 1032.331787
	Iteration 0F: 3 clusters Score -4371530 nChanged 41159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4396546.500000 Penalty: 1032.331787
	Iteration 1F: 3 clusters Score -4396546 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4398498.000000 Penalty: 1032.331787
	Iteration 2Q: 3 clusters Score -4398498 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -4402094.500000 Penalty: 1032.331787
	Iteration 3F: 3 clusters Score -4402094 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4407428.500000 Penalty: 1032.331787
	Iteration 4F: 3 clusters Score -4407428 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -4413683.500000 Penalty: 1032.331787
	Iteration 5F: 3 clusters Score -4413684 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -4419042.000000 Penalty: 1032.331787
	Iteration 6F: 3 clusters Score -4419042 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -4422444.500000 Penalty: 1032.331787
	Iteration 7Q: 3 clusters Score -4422444 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4424449.000000 Penalty: 1032.331787
	Iteration 8Q: 3 clusters Score -4424449 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80828 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -4425602.000000 Penalty: 1032.331787
	Iteration 9Q: 3 clusters Score -4425602 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81808 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4426342.500000 Penalty: 1032.331787
	Iteration 10Q: 3 clusters Score -4426342 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4426796.500000 Penalty: 1032.331787
	Iteration 11Q: 3 clusters Score -4426796 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82954 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4427072.000000 Penalty: 1032.331787
	Iteration 12Q: 3 clusters Score -4427072 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83287 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4427285.000000 Penalty: 1032.331787
	Iteration 13Q: 3 clusters Score -4427285 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83489 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4427399.500000 Penalty: 1032.331787
	Iteration 14Q: 3 clusters Score -4427400 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4427496.000000 Penalty: 1032.331787
	Iteration 15Q: 3 clusters Score -4427496 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4427568.500000 Penalty: 1032.331787
	Iteration 16Q: 3 clusters Score -4427568 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4427615.000000 Penalty: 1032.331787
	Iteration 17Q: 3 clusters Score -4427615 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83881 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4427644.500000 Penalty: 1032.331787
	Iteration 18Q: 3 clusters Score -4427644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83917 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4427665.500000 Penalty: 1032.331787
	Iteration 19Q: 3 clusters Score -4427666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4427685.000000 Penalty: 1032.331787
	Iteration 20F: 3 clusters Score -4427685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4427690.500000 Penalty: 1032.331787
	Iteration 21Q: 3 clusters Score -4427690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4427720.000000 Penalty: 1032.331787
	Iteration 22Q: 3 clusters Score -4427720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4427736.500000 Penalty: 1032.331787
	Iteration 23Q: 3 clusters Score -4427736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4427737.000000 Penalty: 1032.331787
	Iteration 24Q: 3 clusters Score -4427737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84041 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4427748.500000 Penalty: 1032.331787
	Iteration 25Q: 3 clusters Score -4427748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4427760.000000 Penalty: 1032.331787
	Iteration 26Q: 3 clusters Score -4427760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4427761.000000 Penalty: 1032.331787
	Iteration 27Q: 3 clusters Score -4427761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4427765.500000 Penalty: 1032.331787
	Iteration 28Q: 3 clusters Score -4427766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4427773.000000 Penalty: 1032.331787
	Iteration 29Q: 3 clusters Score -4427773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4427776.000000 Penalty: 1032.331787
	Iteration 30Q: 3 clusters Score -4427776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4427779.000000 Penalty: 1032.331787
	Iteration 31Q: 3 clusters Score -4427779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4427780.000000 Penalty: 1032.331787
	Iteration 32Q: 3 clusters Score -4427780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4427786.500000 Penalty: 1032.331787
	Iteration 33Q: 3 clusters Score -4427786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4427786.000000 Penalty: 1032.331787
	Iteration 34Q: 3 clusters Score -4427786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84065 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4427788.000000 Penalty: 1032.331787
	Iteration 35Q: 3 clusters Score -4427788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4427789.500000 Penalty: 1032.331787
	Iteration 36Q: 3 clusters Score -4427790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4427791.500000 Penalty: 1032.331787
	Iteration 37Q: 3 clusters Score -4427792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4427793.000000 Penalty: 1032.331787
	Iteration 38Q: 3 clusters Score -4427793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4427792.000000 Penalty: 1032.331787
	Iteration 39Q: 3 clusters Score -4427792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4427797.500000 Penalty: 1032.331787
	Iteration 40F: 3 clusters Score -4427798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4427797.000000 Penalty: 1032.331787
	Iteration 41Q: 3 clusters Score -4427797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84070 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4427799.500000 Penalty: 1032.331787
	Iteration 42Q: 3 clusters Score -4427800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4427799.500000 Penalty: 1032.331787
	Iteration 43Q: 3 clusters Score -4427800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84071 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4427799.500000 Penalty: 1032.331787
	Iteration 44F: 3 clusters Score -4427800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Entering Unmasked Estep 
Score: -628098.625000 Penalty: 429.546326
	Iteration 0F: 2 clusters Score -628098.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -619752.312500 Penalty: 859.092651
	Iteration 0F: 3 clusters Score -619752.3 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -623043.937500 Penalty: 859.092651
	Iteration 1F: 3 clusters Score -623043.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -623217.000000 Penalty: 859.092651
	Iteration 2Q: 3 clusters Score -623217 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -623515.125000 Penalty: 859.092651
	Iteration 3F: 3 clusters Score -623515.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -623979.187500 Penalty: 859.092651
	Iteration 4F: 3 clusters Score -623979.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -624697.687500 Penalty: 859.092651
	Iteration 5F: 3 clusters Score -624697.7 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -625680.000000 Penalty: 859.092651
	Iteration 6F: 3 clusters Score -625680 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -626629.937500 Penalty: 859.092651
	Iteration 7F: 3 clusters Score -626629.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -627243.437500 Penalty: 859.092651
	Iteration 8F: 3 clusters Score -627243.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -627533.187500 Penalty: 859.092651
	Iteration 9Q: 3 clusters Score -627533.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -627663.250000 Penalty: 859.092651
	Iteration 10Q: 3 clusters Score -627663.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -627688.875000 Penalty: 859.092651
	Iteration 11Q: 3 clusters Score -627688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -627700.625000 Penalty: 859.092651
	Iteration 12Q: 3 clusters Score -627700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -627709.312500 Penalty: 859.092651
	Iteration 13Q: 3 clusters Score -627709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -627710.937500 Penalty: 859.092651
	Iteration 14Q: 3 clusters Score -627710.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -627710.937500 Penalty: 859.092651
	Iteration 15F: 3 clusters Score -627710.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -177756.328125 Penalty: 367.861603
	Iteration 0F: 2 clusters Score -177756.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -175497.921875 Penalty: 735.723206
	Iteration 0F: 3 clusters Score -175497.9 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -176234.593750 Penalty: 735.723206
	Iteration 1F: 3 clusters Score -176234.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -176319.062500 Penalty: 735.723206
	Iteration 2F: 3 clusters Score -176319.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -176394.046875 Penalty: 735.723206
	Iteration 3Q: 3 clusters Score -176394 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -176494.296875 Penalty: 735.723206
	Iteration 4Q: 3 clusters Score -176494.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -176600.187500 Penalty: 735.723206
	Iteration 5F: 3 clusters Score -176600.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -176709.046875 Penalty: 735.723206
	Iteration 6Q: 3 clusters Score -176709 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -176838.765625 Penalty: 735.723206
	Iteration 7F: 3 clusters Score -176838.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -176955.421875 Penalty: 735.723206
	Iteration 8Q: 3 clusters Score -176955.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -177018.765625 Penalty: 735.723206
	Iteration 9Q: 3 clusters Score -177018.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -177052.703125 Penalty: 735.723206
	Iteration 10Q: 3 clusters Score -177052.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -177077.500000 Penalty: 735.723206
	Iteration 11Q: 3 clusters Score -177077.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -177095.171875 Penalty: 735.723206
	Iteration 12Q: 3 clusters Score -177095.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -177106.140625 Penalty: 735.723206
	Iteration 13Q: 3 clusters Score -177106.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -177112.296875 Penalty: 735.723206
	Iteration 14Q: 3 clusters Score -177112.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -177117.140625 Penalty: 735.723206
	Iteration 15Q: 3 clusters Score -177117.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -177120.437500 Penalty: 735.723206
	Iteration 16Q: 3 clusters Score -177120.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -177124.750000 Penalty: 735.723206
	Iteration 17Q: 3 clusters Score -177124.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -177128.250000 Penalty: 735.723206
	Iteration 18Q: 3 clusters Score -177128.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -177133.421875 Penalty: 735.723206
	Iteration 19Q: 3 clusters Score -177133.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -177136.656250 Penalty: 735.723206
	Iteration 20F: 3 clusters Score -177136.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -177140.156250 Penalty: 735.723206
	Iteration 21Q: 3 clusters Score -177140.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -177144.312500 Penalty: 735.723206
	Iteration 22Q: 3 clusters Score -177144.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -177146.906250 Penalty: 735.723206
	Iteration 23Q: 3 clusters Score -177146.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -177149.968750 Penalty: 735.723206
	Iteration 24Q: 3 clusters Score -177150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -177152.062500 Penalty: 735.723206
	Iteration 25Q: 3 clusters Score -177152.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -177153.156250 Penalty: 735.723206
	Iteration 26Q: 3 clusters Score -177153.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -177154.625000 Penalty: 735.723206
	Iteration 27Q: 3 clusters Score -177154.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -177157.015625 Penalty: 735.723206
	Iteration 28Q: 3 clusters Score -177157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -177157.421875 Penalty: 735.723206
	Iteration 29Q: 3 clusters Score -177157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -177158.421875 Penalty: 735.723206
	Iteration 30Q: 3 clusters Score -177158.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -177159.406250 Penalty: 735.723206
	Iteration 31Q: 3 clusters Score -177159.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -177159.843750 Penalty: 735.723206
	Iteration 32Q: 3 clusters Score -177159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -177160.468750 Penalty: 735.723206
	Iteration 33Q: 3 clusters Score -177160.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -177160.437500 Penalty: 735.723206
	Iteration 34Q: 3 clusters Score -177160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -177160.718750 Penalty: 735.723206
	Iteration 35Q: 3 clusters Score -177160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -177160.703125 Penalty: 735.723206
	Iteration 36Q: 3 clusters Score -177160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -177161.171875 Penalty: 735.723206
	Iteration 37Q: 3 clusters Score -177161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -177161.171875 Penalty: 735.723206
	Iteration 38F: 3 clusters Score -177161.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Entering Unmasked Estep 
Score: -707530.437500 Penalty: 432.711792
	Iteration 0F: 2 clusters Score -707530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -698475.312500 Penalty: 865.423584
	Iteration 0F: 3 clusters Score -698475.3 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -702243.437500 Penalty: 865.423584
	Iteration 1F: 3 clusters Score -702243.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -702380.750000 Penalty: 865.423584
	Iteration 2Q: 3 clusters Score -702380.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -702542.750000 Penalty: 865.423584
	Iteration 3Q: 3 clusters Score -702542.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -702704.312500 Penalty: 865.423584
	Iteration 4Q: 3 clusters Score -702704.3 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -702900.500000 Penalty: 865.423584
	Iteration 5Q: 3 clusters Score -702900.5 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -703213.375000 Penalty: 865.423584
	Iteration 6Q: 3 clusters Score -703213.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -703723.937500 Penalty: 865.423584
	Iteration 7F: 3 clusters Score -703723.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -704381.125000 Penalty: 865.423584
	Iteration 8F: 3 clusters Score -704381.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -705048.437500 Penalty: 865.423584
	Iteration 9F: 3 clusters Score -705048.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -705432.250000 Penalty: 865.423584
	Iteration 10Q: 3 clusters Score -705432.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -705627.500000 Penalty: 865.423584
	Iteration 11Q: 3 clusters Score -705627.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -705752.375000 Penalty: 865.423584
	Iteration 12Q: 3 clusters Score -705752.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -705841.625000 Penalty: 865.423584
	Iteration 13Q: 3 clusters Score -705841.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -705913.125000 Penalty: 865.423584
	Iteration 14Q: 3 clusters Score -705913.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -705978.687500 Penalty: 865.423584
	Iteration 15Q: 3 clusters Score -705978.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -706034.250000 Penalty: 865.423584
	Iteration 16Q: 3 clusters Score -706034.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -706088.375000 Penalty: 865.423584
	Iteration 17Q: 3 clusters Score -706088.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -706130.937500 Penalty: 865.423584
	Iteration 18Q: 3 clusters Score -706130.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -706170.312500 Penalty: 865.423584
	Iteration 19Q: 3 clusters Score -706170.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -706202.625000 Penalty: 865.423584
	Iteration 20F: 3 clusters Score -706202.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -706234.125000 Penalty: 865.423584
	Iteration 21Q: 3 clusters Score -706234.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -706277.250000 Penalty: 865.423584
	Iteration 22Q: 3 clusters Score -706277.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -706319.625000 Penalty: 865.423584
	Iteration 23Q: 3 clusters Score -706319.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -706353.187500 Penalty: 865.423584
	Iteration 24Q: 3 clusters Score -706353.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -706400.687500 Penalty: 865.423584
	Iteration 25Q: 3 clusters Score -706400.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -706481.062500 Penalty: 865.423584
	Iteration 26Q: 3 clusters Score -706481.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -706578.562500 Penalty: 865.423584
	Iteration 27Q: 3 clusters Score -706578.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -706688.000000 Penalty: 865.423584
	Iteration 28Q: 3 clusters Score -706688 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -706796.562500 Penalty: 865.423584
	Iteration 29Q: 3 clusters Score -706796.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -706887.562500 Penalty: 865.423584
	Iteration 30Q: 3 clusters Score -706887.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -706935.937500 Penalty: 865.423584
	Iteration 31Q: 3 clusters Score -706935.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -706960.312500 Penalty: 865.423584
	Iteration 32Q: 3 clusters Score -706960.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -706981.250000 Penalty: 865.423584
	Iteration 33Q: 3 clusters Score -706981.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -706988.937500 Penalty: 865.423584
	Iteration 34Q: 3 clusters Score -706988.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -706995.437500 Penalty: 865.423584
	Iteration 35Q: 3 clusters Score -706995.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -707001.687500 Penalty: 865.423584
	Iteration 36Q: 3 clusters Score -707001.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -707004.250000 Penalty: 865.423584
	Iteration 37Q: 3 clusters Score -707004.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -707005.437500 Penalty: 865.423584
	Iteration 38Q: 3 clusters Score -707005.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -707005.062500 Penalty: 865.423584
	Iteration 39Q: 3 clusters Score -707005.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -707014.812500 Penalty: 865.423584
	Iteration 40F: 3 clusters Score -707014.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -707018.875000 Penalty: 865.423584
	Iteration 41Q: 3 clusters Score -707018.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -707020.812500 Penalty: 865.423584
	Iteration 42Q: 3 clusters Score -707020.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -707025.625000 Penalty: 865.423584
	Iteration 43Q: 3 clusters Score -707025.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -707027.000000 Penalty: 865.423584
	Iteration 44Q: 3 clusters Score -707027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -707028.625000 Penalty: 865.423584
	Iteration 45Q: 3 clusters Score -707028.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -707028.750000 Penalty: 865.423584
	Iteration 46Q: 3 clusters Score -707028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -707027.875000 Penalty: 865.423584
	Iteration 47Q: 3 clusters Score -707027.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -707028.687500 Penalty: 865.423584
	Iteration 48Q: 3 clusters Score -707028.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -707028.875000 Penalty: 865.423584
	Iteration 49Q: 3 clusters Score -707028.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -707028.750000 Penalty: 865.423584
	Iteration 50Q: 3 clusters Score -707028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -707028.250000 Penalty: 865.423584
	Iteration 51Q: 3 clusters Score -707028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -707029.875000 Penalty: 865.423584
	Iteration 52Q: 3 clusters Score -707029.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -707029.875000 Penalty: 865.423584
	Iteration 53F: 3 clusters Score -707029.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (162818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162818 members 
Entering Unmasked Estep 
Score: -8438124.000000 Penalty: 546.017639
	Iteration 0F: 2 clusters Score -8438124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -8329760.000000 Penalty: 1092.035278
	Iteration 0F: 3 clusters Score -8329760 nChanged 79882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -8381532.500000 Penalty: 1092.035278
	Iteration 1F: 3 clusters Score -8381532 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -8386931.000000 Penalty: 1092.035278
	Iteration 2F: 3 clusters Score -8386931 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102400 members 
Mstep: Class 2 contains 60418 members 
Entering Unmasked Estep 
Score: -8395856.000000 Penalty: 1092.035278
	Iteration 3F: 3 clusters Score -8395856 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108023 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -8407024.000000 Penalty: 1092.035278
	Iteration 4F: 3 clusters Score -8407024 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111840 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -8415302.000000 Penalty: 1092.035278
	Iteration 5F: 3 clusters Score -8415302 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -8418596.000000 Penalty: 1092.035278
	Iteration 6Q: 3 clusters Score -8418596 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117119 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -8420056.000000 Penalty: 1092.035278
	Iteration 7Q: 3 clusters Score -8420056 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119629 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -8421130.000000 Penalty: 1092.035278
	Iteration 8Q: 3 clusters Score -8421130 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122131 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -8422105.000000 Penalty: 1092.035278
	Iteration 9Q: 3 clusters Score -8422105 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -8423100.000000 Penalty: 1092.035278
	Iteration 10Q: 3 clusters Score -8423100 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127217 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -8424039.000000 Penalty: 1092.035278
	Iteration 11Q: 3 clusters Score -8424039 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129748 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -8425042.000000 Penalty: 1092.035278
	Iteration 12Q: 3 clusters Score -8425042 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132371 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -8425976.000000 Penalty: 1092.035278
	Iteration 13Q: 3 clusters Score -8425976 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134999 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -8426906.000000 Penalty: 1092.035278
	Iteration 14Q: 3 clusters Score -8426906 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137641 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -8427913.000000 Penalty: 1092.035278
	Iteration 15Q: 3 clusters Score -8427913 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140211 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -8428823.000000 Penalty: 1092.035278
	Iteration 16Q: 3 clusters Score -8428823 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142725 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -8429906.000000 Penalty: 1092.035278
	Iteration 17Q: 3 clusters Score -8429906 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145166 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -8430923.000000 Penalty: 1092.035278
	Iteration 18Q: 3 clusters Score -8430923 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147477 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -8432052.000000 Penalty: 1092.035278
	Iteration 19Q: 3 clusters Score -8432052 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149783 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -8433241.000000 Penalty: 1092.035278
	Iteration 20F: 3 clusters Score -8433241 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151838 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -8434265.000000 Penalty: 1092.035278
	Iteration 21Q: 3 clusters Score -8434265 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153579 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -8434962.000000 Penalty: 1092.035278
	Iteration 22Q: 3 clusters Score -8434962 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155030 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -8435564.000000 Penalty: 1092.035278
	Iteration 23Q: 3 clusters Score -8435564 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -8436041.000000 Penalty: 1092.035278
	Iteration 24Q: 3 clusters Score -8436041 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157300 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -8436408.000000 Penalty: 1092.035278
	Iteration 25Q: 3 clusters Score -8436408 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158197 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -8436716.000000 Penalty: 1092.035278
	Iteration 26Q: 3 clusters Score -8436716 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158939 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -8436952.000000 Penalty: 1092.035278
	Iteration 27Q: 3 clusters Score -8436952 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159518 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -8437113.000000 Penalty: 1092.035278
	Iteration 28Q: 3 clusters Score -8437113 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159997 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8437262.000000 Penalty: 1092.035278
	Iteration 29Q: 3 clusters Score -8437262 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160408 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8437382.000000 Penalty: 1092.035278
	Iteration 30Q: 3 clusters Score -8437382 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160747 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8437456.000000 Penalty: 1092.035278
	Iteration 31Q: 3 clusters Score -8437456 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161046 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8437525.000000 Penalty: 1092.035278
	Iteration 32Q: 3 clusters Score -8437525 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161275 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8437573.000000 Penalty: 1092.035278
	Iteration 33Q: 3 clusters Score -8437573 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161449 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8437634.000000 Penalty: 1092.035278
	Iteration 34Q: 3 clusters Score -8437634 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161607 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8437683.000000 Penalty: 1092.035278
	Iteration 35Q: 3 clusters Score -8437683 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8437702.000000 Penalty: 1092.035278
	Iteration 36Q: 3 clusters Score -8437702 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161827 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8437744.000000 Penalty: 1092.035278
	Iteration 37Q: 3 clusters Score -8437744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161903 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8437740.000000 Penalty: 1092.035278
	Iteration 38Q: 3 clusters Score -8437740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161955 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8437742.000000 Penalty: 1092.035278
	Iteration 39Q: 3 clusters Score -8437742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161993 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8437737.000000 Penalty: 1092.035278
	Iteration 40F: 3 clusters Score -8437737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162013 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8437747.000000 Penalty: 1092.035278
	Iteration 41Q: 3 clusters Score -8437747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162033 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8437746.000000 Penalty: 1092.035278
	Iteration 42Q: 3 clusters Score -8437746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8437768.000000 Penalty: 1092.035278
	Iteration 43Q: 3 clusters Score -8437768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162064 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8437764.000000 Penalty: 1092.035278
	Iteration 44Q: 3 clusters Score -8437764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162078 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8437758.000000 Penalty: 1092.035278
	Iteration 45Q: 3 clusters Score -8437758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162094 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8437758.000000 Penalty: 1092.035278
	Iteration 46Q: 3 clusters Score -8437758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162106 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8437758.000000 Penalty: 1092.035278
	Iteration 47Q: 3 clusters Score -8437758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162115 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8437752.000000 Penalty: 1092.035278
	Iteration 48Q: 3 clusters Score -8437752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162127 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8437764.000000 Penalty: 1092.035278
	Iteration 49Q: 3 clusters Score -8437764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162138 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8437771.000000 Penalty: 1092.035278
	Iteration 50Q: 3 clusters Score -8437771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162144 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8437769.000000 Penalty: 1092.035278
	Iteration 51Q: 3 clusters Score -8437769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162155 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8437765.000000 Penalty: 1092.035278
	Iteration 52Q: 3 clusters Score -8437765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162161 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8437766.000000 Penalty: 1092.035278
	Iteration 53Q: 3 clusters Score -8437766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162172 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8437782.000000 Penalty: 1092.035278
	Iteration 54Q: 3 clusters Score -8437782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8437784.000000 Penalty: 1092.035278
	Iteration 55Q: 3 clusters Score -8437784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162189 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8437792.000000 Penalty: 1092.035278
	Iteration 56Q: 3 clusters Score -8437792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162194 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8437788.000000 Penalty: 1092.035278
	Iteration 57Q: 3 clusters Score -8437788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162199 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8437792.000000 Penalty: 1092.035278
	Iteration 58Q: 3 clusters Score -8437792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162200 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8437794.000000 Penalty: 1092.035278
	Iteration 59Q: 3 clusters Score -8437794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8437797.000000 Penalty: 1092.035278
	Iteration 60F: 3 clusters Score -8437797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162205 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8437803.000000 Penalty: 1092.035278
	Iteration 61Q: 3 clusters Score -8437803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162204 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8437806.000000 Penalty: 1092.035278
	Iteration 62Q: 3 clusters Score -8437806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162207 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8437801.000000 Penalty: 1092.035278
	Iteration 63Q: 3 clusters Score -8437801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162211 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8437803.000000 Penalty: 1092.035278
	Iteration 64Q: 3 clusters Score -8437803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162214 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8437803.000000 Penalty: 1092.035278
	Iteration 65Q: 3 clusters Score -8437803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162215 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8437803.000000 Penalty: 1092.035278
	Iteration 66Q: 3 clusters Score -8437803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162215 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8437803.000000 Penalty: 1092.035278
	Iteration 67F: 3 clusters Score -8437803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -193168.218750 Penalty: 372.331848
	Iteration 0F: 2 clusters Score -193168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -190664.812500 Penalty: 744.663696
	Iteration 0F: 3 clusters Score -190664.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -191480.218750 Penalty: 744.663696
	Iteration 1F: 3 clusters Score -191480.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -191553.125000 Penalty: 744.663696
	Iteration 2F: 3 clusters Score -191553.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -191638.046875 Penalty: 744.663696
	Iteration 3F: 3 clusters Score -191638 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -191771.312500 Penalty: 744.663696
	Iteration 4F: 3 clusters Score -191771.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -191973.734375 Penalty: 744.663696
	Iteration 5F: 3 clusters Score -191973.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -192233.562500 Penalty: 744.663696
	Iteration 6F: 3 clusters Score -192233.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -192511.531250 Penalty: 744.663696
	Iteration 7F: 3 clusters Score -192511.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -192719.250000 Penalty: 744.663696
	Iteration 8F: 3 clusters Score -192719.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -192859.968750 Penalty: 744.663696
	Iteration 9Q: 3 clusters Score -192860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -192925.562500 Penalty: 744.663696
	Iteration 10Q: 3 clusters Score -192925.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -192950.187500 Penalty: 744.663696
	Iteration 11Q: 3 clusters Score -192950.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -192958.906250 Penalty: 744.663696
	Iteration 12Q: 3 clusters Score -192958.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -192968.343750 Penalty: 744.663696
	Iteration 13Q: 3 clusters Score -192968.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -192978.593750 Penalty: 744.663696
	Iteration 14Q: 3 clusters Score -192978.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -192983.843750 Penalty: 744.663696
	Iteration 15Q: 3 clusters Score -192983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -192989.328125 Penalty: 744.663696
	Iteration 16Q: 3 clusters Score -192989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -192991.078125 Penalty: 744.663696
	Iteration 17Q: 3 clusters Score -192991.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -192992.687500 Penalty: 744.663696
	Iteration 18Q: 3 clusters Score -192992.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -192995.843750 Penalty: 744.663696
	Iteration 19Q: 3 clusters Score -192995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -192996.046875 Penalty: 744.663696
	Iteration 20F: 3 clusters Score -192996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -192996.671875 Penalty: 744.663696
	Iteration 21Q: 3 clusters Score -192996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -192996.671875 Penalty: 744.663696
	Iteration 22F: 3 clusters Score -192996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -49842.742188 Penalty: 314.166168
	Iteration 0F: 2 clusters Score -49842.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -49037.210938 Penalty: 628.332336
	Iteration 0F: 3 clusters Score -49037.21 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -49298.378906 Penalty: 628.332336
	Iteration 1F: 3 clusters Score -49298.38 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -49364.257812 Penalty: 628.332336
	Iteration 2F: 3 clusters Score -49364.26 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -49420.492188 Penalty: 628.332336
	Iteration 3F: 3 clusters Score -49420.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -49456.835938 Penalty: 628.332336
	Iteration 4F: 3 clusters Score -49456.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -49475.843750 Penalty: 628.332336
	Iteration 5Q: 3 clusters Score -49475.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49494.769531 Penalty: 628.332336
	Iteration 6Q: 3 clusters Score -49494.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49510.882812 Penalty: 628.332336
	Iteration 7Q: 3 clusters Score -49510.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49527.109375 Penalty: 628.332336
	Iteration 8Q: 3 clusters Score -49527.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49545.007812 Penalty: 628.332336
	Iteration 9Q: 3 clusters Score -49545.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49553.925781 Penalty: 628.332336
	Iteration 10Q: 3 clusters Score -49553.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49559.281250 Penalty: 628.332336
	Iteration 11Q: 3 clusters Score -49559.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49563.070312 Penalty: 628.332336
	Iteration 12Q: 3 clusters Score -49563.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49569.199219 Penalty: 628.332336
	Iteration 13Q: 3 clusters Score -49569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -49580.945312 Penalty: 628.332336
	Iteration 14Q: 3 clusters Score -49580.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49590.320312 Penalty: 628.332336
	Iteration 15Q: 3 clusters Score -49590.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -49595.539062 Penalty: 628.332336
	Iteration 16Q: 3 clusters Score -49595.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -49599.390625 Penalty: 628.332336
	Iteration 17Q: 3 clusters Score -49599.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -49603.167969 Penalty: 628.332336
	Iteration 18Q: 3 clusters Score -49603.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -49604.144531 Penalty: 628.332336
	Iteration 19Q: 3 clusters Score -49604.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -49605.812500 Penalty: 628.332336
	Iteration 20F: 3 clusters Score -49605.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -49606.703125 Penalty: 628.332336
	Iteration 21Q: 3 clusters Score -49606.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -49606.703125 Penalty: 628.332336
	Iteration 22F: 3 clusters Score -49606.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (94907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94907 members 
Entering Unmasked Estep 
Score: -5151902.500000 Penalty: 521.459656
	Iteration 0F: 2 clusters Score -5151902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -5088883.000000 Penalty: 1042.919312
	Iteration 0F: 3 clusters Score -5088883 nChanged 46465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -5117468.500000 Penalty: 1042.919312
	Iteration 1F: 3 clusters Score -5117468 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -5118815.000000 Penalty: 1042.919312
	Iteration 2Q: 3 clusters Score -5118815 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -5120736.500000 Penalty: 1042.919312
	Iteration 3Q: 3 clusters Score -5120736 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -5123431.000000 Penalty: 1042.919312
	Iteration 4Q: 3 clusters Score -5123431 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -5127418.500000 Penalty: 1042.919312
	Iteration 5F: 3 clusters Score -5127418 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -5132339.000000 Penalty: 1042.919312
	Iteration 6F: 3 clusters Score -5132339 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -5137521.000000 Penalty: 1042.919312
	Iteration 7F: 3 clusters Score -5137521 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -5140804.000000 Penalty: 1042.919312
	Iteration 8F: 3 clusters Score -5140804 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -5142367.500000 Penalty: 1042.919312
	Iteration 9Q: 3 clusters Score -5142368 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -5143265.500000 Penalty: 1042.919312
	Iteration 10Q: 3 clusters Score -5143266 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -5144012.500000 Penalty: 1042.919312
	Iteration 11Q: 3 clusters Score -5144012 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -5144617.500000 Penalty: 1042.919312
	Iteration 12Q: 3 clusters Score -5144618 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5145109.000000 Penalty: 1042.919312
	Iteration 13Q: 3 clusters Score -5145109 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -5145493.500000 Penalty: 1042.919312
	Iteration 14Q: 3 clusters Score -5145494 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -5145836.500000 Penalty: 1042.919312
	Iteration 15Q: 3 clusters Score -5145836 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5146067.000000 Penalty: 1042.919312
	Iteration 16Q: 3 clusters Score -5146067 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5146299.000000 Penalty: 1042.919312
	Iteration 17Q: 3 clusters Score -5146299 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -5146487.500000 Penalty: 1042.919312
	Iteration 18Q: 3 clusters Score -5146488 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5146583.500000 Penalty: 1042.919312
	Iteration 19Q: 3 clusters Score -5146584 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -5146698.000000 Penalty: 1042.919312
	Iteration 20F: 3 clusters Score -5146698 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -5146758.000000 Penalty: 1042.919312
	Iteration 21Q: 3 clusters Score -5146758 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -5146774.000000 Penalty: 1042.919312
	Iteration 22Q: 3 clusters Score -5146774 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -5146826.500000 Penalty: 1042.919312
	Iteration 23Q: 3 clusters Score -5146826 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -5146852.000000 Penalty: 1042.919312
	Iteration 24Q: 3 clusters Score -5146852 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5146876.500000 Penalty: 1042.919312
	Iteration 25Q: 3 clusters Score -5146876 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -5146903.500000 Penalty: 1042.919312
	Iteration 26Q: 3 clusters Score -5146904 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -5146909.500000 Penalty: 1042.919312
	Iteration 27Q: 3 clusters Score -5146910 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -5146920.000000 Penalty: 1042.919312
	Iteration 28Q: 3 clusters Score -5146920 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -5146924.500000 Penalty: 1042.919312
	Iteration 29Q: 3 clusters Score -5146924 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -5146935.500000 Penalty: 1042.919312
	Iteration 30Q: 3 clusters Score -5146936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -5146928.000000 Penalty: 1042.919312
	Iteration 31Q: 3 clusters Score -5146928 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -5146945.500000 Penalty: 1042.919312
	Iteration 32Q: 3 clusters Score -5146946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -5146955.000000 Penalty: 1042.919312
	Iteration 33Q: 3 clusters Score -5146955 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5146954.500000 Penalty: 1042.919312
	Iteration 34Q: 3 clusters Score -5146954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5146948.500000 Penalty: 1042.919312
	Iteration 35Q: 3 clusters Score -5146948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5146947.000000 Penalty: 1042.919312
	Iteration 36Q: 3 clusters Score -5146947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -5146949.500000 Penalty: 1042.919312
	Iteration 37Q: 3 clusters Score -5146950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54724 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -5146943.500000 Penalty: 1042.919312
	Iteration 38Q: 3 clusters Score -5146944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -5146934.500000 Penalty: 1042.919312
	Iteration 39Q: 3 clusters Score -5146934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -5146946.000000 Penalty: 1042.919312
	Iteration 40F: 3 clusters Score -5146946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -5146962.500000 Penalty: 1042.919312
	Iteration 41Q: 3 clusters Score -5146962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -5146964.000000 Penalty: 1042.919312
	Iteration 42Q: 3 clusters Score -5146964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -5146956.000000 Penalty: 1042.919312
	Iteration 43Q: 3 clusters Score -5146956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -5146955.000000 Penalty: 1042.919312
	Iteration 44Q: 3 clusters Score -5146955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5146947.000000 Penalty: 1042.919312
	Iteration 45Q: 3 clusters Score -5146947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -5146942.000000 Penalty: 1042.919312
	Iteration 46Q: 3 clusters Score -5146942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -5146949.500000 Penalty: 1042.919312
	Iteration 47Q: 3 clusters Score -5146950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -5146948.000000 Penalty: 1042.919312
	Iteration 48Q: 3 clusters Score -5146948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -5146952.000000 Penalty: 1042.919312
	Iteration 49Q: 3 clusters Score -5146952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -5146957.000000 Penalty: 1042.919312
	Iteration 50Q: 3 clusters Score -5146957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -5146953.500000 Penalty: 1042.919312
	Iteration 51Q: 3 clusters Score -5146954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -5146957.000000 Penalty: 1042.919312
	Iteration 52Q: 3 clusters Score -5146957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -5146954.500000 Penalty: 1042.919312
	Iteration 53Q: 3 clusters Score -5146954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5146951.500000 Penalty: 1042.919312
	Iteration 54Q: 3 clusters Score -5146952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -5146954.000000 Penalty: 1042.919312
	Iteration 55Q: 3 clusters Score -5146954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -5146958.500000 Penalty: 1042.919312
	Iteration 56Q: 3 clusters Score -5146958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -5146957.500000 Penalty: 1042.919312
	Iteration 57Q: 3 clusters Score -5146958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -5146959.000000 Penalty: 1042.919312
	Iteration 58Q: 3 clusters Score -5146959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -5146958.000000 Penalty: 1042.919312
	Iteration 59Q: 3 clusters Score -5146958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5146958.500000 Penalty: 1042.919312
	Iteration 60F: 3 clusters Score -5146958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (53166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Entering Unmasked Estep 
Score: -2680353.000000 Penalty: 495.093414
	Iteration 0F: 2 clusters Score -2680353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -2644576.000000 Penalty: 990.186829
	Iteration 0F: 3 clusters Score -2644576 nChanged 25819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -2660775.000000 Penalty: 990.186829
	Iteration 1F: 3 clusters Score -2660775 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -2662363.500000 Penalty: 990.186829
	Iteration 2F: 3 clusters Score -2662364 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -2664982.750000 Penalty: 990.186829
	Iteration 3F: 3 clusters Score -2664983 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -2668781.250000 Penalty: 990.186829
	Iteration 4F: 3 clusters Score -2668781 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -2673103.250000 Penalty: 990.186829
	Iteration 5F: 3 clusters Score -2673103 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49982 members 
Entering Unmasked Estep 
Score: -2676853.250000 Penalty: 990.186829
	Iteration 6F: 3 clusters Score -2676853 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -2678968.750000 Penalty: 990.186829
	Iteration 7Q: 3 clusters Score -2678969 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -2679700.500000 Penalty: 990.186829
	Iteration 8Q: 3 clusters Score -2679700 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -2679875.500000 Penalty: 990.186829
	Iteration 9Q: 3 clusters Score -2679876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -2679940.000000 Penalty: 990.186829
	Iteration 10Q: 3 clusters Score -2679940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -2679962.250000 Penalty: 990.186829
	Iteration 11Q: 3 clusters Score -2679962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -2679967.500000 Penalty: 990.186829
	Iteration 12Q: 3 clusters Score -2679968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -2679970.250000 Penalty: 990.186829
	Iteration 13Q: 3 clusters Score -2679970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -2679969.500000 Penalty: 990.186829
	Iteration 14Q: 3 clusters Score -2679970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -2679971.250000 Penalty: 990.186829
	Iteration 15Q: 3 clusters Score -2679971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -2679973.250000 Penalty: 990.186829
	Iteration 16Q: 3 clusters Score -2679973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -2679973.250000 Penalty: 990.186829
	Iteration 17F: 3 clusters Score -2679973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Entering Unmasked Estep 
Score: -779323.937500 Penalty: 433.807648
	Iteration 0F: 2 clusters Score -779323.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -770131.125000 Penalty: 867.615295
	Iteration 0F: 3 clusters Score -770131.1 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -773873.062500 Penalty: 867.615295
	Iteration 1F: 3 clusters Score -773873.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -774127.625000 Penalty: 867.615295
	Iteration 2Q: 3 clusters Score -774127.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -774449.750000 Penalty: 867.615295
	Iteration 3Q: 3 clusters Score -774449.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -774916.500000 Penalty: 867.615295
	Iteration 4F: 3 clusters Score -774916.5 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -775670.187500 Penalty: 867.615295
	Iteration 5F: 3 clusters Score -775670.2 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -776691.437500 Penalty: 867.615295
	Iteration 6F: 3 clusters Score -776691.4 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -777667.625000 Penalty: 867.615295
	Iteration 7F: 3 clusters Score -777667.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -778382.500000 Penalty: 867.615295
	Iteration 8Q: 3 clusters Score -778382.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -778696.687500 Penalty: 867.615295
	Iteration 9Q: 3 clusters Score -778696.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -778817.562500 Penalty: 867.615295
	Iteration 10Q: 3 clusters Score -778817.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -778873.437500 Penalty: 867.615295
	Iteration 11Q: 3 clusters Score -778873.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -778905.000000 Penalty: 867.615295
	Iteration 12Q: 3 clusters Score -778905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -778925.187500 Penalty: 867.615295
	Iteration 13Q: 3 clusters Score -778925.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -778935.750000 Penalty: 867.615295
	Iteration 14Q: 3 clusters Score -778935.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -778947.125000 Penalty: 867.615295
	Iteration 15Q: 3 clusters Score -778947.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -778953.750000 Penalty: 867.615295
	Iteration 16Q: 3 clusters Score -778953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -778956.937500 Penalty: 867.615295
	Iteration 17Q: 3 clusters Score -778956.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -778957.250000 Penalty: 867.615295
	Iteration 18Q: 3 clusters Score -778957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -778957.312500 Penalty: 867.615295
	Iteration 19Q: 3 clusters Score -778957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -778959.437500 Penalty: 867.615295
	Iteration 20F: 3 clusters Score -778959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -778963.562500 Penalty: 867.615295
	Iteration 21Q: 3 clusters Score -778963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -778965.937500 Penalty: 867.615295
	Iteration 22Q: 3 clusters Score -778965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -778965.937500 Penalty: 867.615295
	Iteration 23F: 3 clusters Score -778965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (110988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110988 members 
Entering Unmasked Estep 
Score: -5918537.000000 Penalty: 528.581543
	Iteration 0F: 2 clusters Score -5918537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -5846076.000000 Penalty: 1057.163086
	Iteration 0F: 3 clusters Score -5846076 nChanged 54524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -5880450.000000 Penalty: 1057.163086
	Iteration 1F: 3 clusters Score -5880450 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -5882980.000000 Penalty: 1057.163086
	Iteration 2F: 3 clusters Score -5882980 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -5887123.000000 Penalty: 1057.163086
	Iteration 3F: 3 clusters Score -5887123 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -5893941.000000 Penalty: 1057.163086
	Iteration 4F: 3 clusters Score -5893941 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 95348 members 
Entering Unmasked Estep 
Score: -5902900.000000 Penalty: 1057.163086
	Iteration 5F: 3 clusters Score -5902900 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 103740 members 
Entering Unmasked Estep 
Score: -5910959.000000 Penalty: 1057.163086
	Iteration 6F: 3 clusters Score -5910959 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -5915645.000000 Penalty: 1057.163086
	Iteration 7Q: 3 clusters Score -5915645 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 110215 members 
Entering Unmasked Estep 
Score: -5917400.500000 Penalty: 1057.163086
	Iteration 8Q: 3 clusters Score -5917400 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 110741 members 
Entering Unmasked Estep 
Score: -5917888.000000 Penalty: 1057.163086
	Iteration 9Q: 3 clusters Score -5917888 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110870 members 
Entering Unmasked Estep 
Score: -5918013.500000 Penalty: 1057.163086
	Iteration 10Q: 3 clusters Score -5918014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -5918055.500000 Penalty: 1057.163086
	Iteration 11Q: 3 clusters Score -5918056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -5918074.000000 Penalty: 1057.163086
	Iteration 12Q: 3 clusters Score -5918074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 110920 members 
Entering Unmasked Estep 
Score: -5918082.500000 Penalty: 1057.163086
	Iteration 13Q: 3 clusters Score -5918082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 110921 members 
Entering Unmasked Estep 
Score: -5918089.000000 Penalty: 1057.163086
	Iteration 14Q: 3 clusters Score -5918089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110922 members 
Entering Unmasked Estep 
Score: -5918086.000000 Penalty: 1057.163086
	Iteration 15Q: 3 clusters Score -5918086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 110922 members 
Entering Unmasked Estep 
Score: -5918086.000000 Penalty: 1057.163086
	Iteration 16F: 3 clusters Score -5918086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -46587.214844 Penalty: 306.747375
	Iteration 0F: 2 clusters Score -46587.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -45879.707031 Penalty: 613.494751
	Iteration 0F: 3 clusters Score -45879.71 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -46085.472656 Penalty: 613.494751
	Iteration 1F: 3 clusters Score -46085.47 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46122.816406 Penalty: 613.494751
	Iteration 2F: 3 clusters Score -46122.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -46148.378906 Penalty: 613.494751
	Iteration 3Q: 3 clusters Score -46148.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -46173.968750 Penalty: 613.494751
	Iteration 4Q: 3 clusters Score -46173.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -46194.007812 Penalty: 613.494751
	Iteration 5Q: 3 clusters Score -46194.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -46215.437500 Penalty: 613.494751
	Iteration 6Q: 3 clusters Score -46215.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -46231.031250 Penalty: 613.494751
	Iteration 7Q: 3 clusters Score -46231.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -46240.070312 Penalty: 613.494751
	Iteration 8Q: 3 clusters Score -46240.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -46247.835938 Penalty: 613.494751
	Iteration 9Q: 3 clusters Score -46247.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -46254.796875 Penalty: 613.494751
	Iteration 10Q: 3 clusters Score -46254.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -46262.335938 Penalty: 613.494751
	Iteration 11Q: 3 clusters Score -46262.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46265.640625 Penalty: 613.494751
	Iteration 12Q: 3 clusters Score -46265.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -46266.386719 Penalty: 613.494751
	Iteration 13Q: 3 clusters Score -46266.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -46266.867188 Penalty: 613.494751
	Iteration 14Q: 3 clusters Score -46266.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -46267.324219 Penalty: 613.494751
	Iteration 15Q: 3 clusters Score -46267.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -46268.515625 Penalty: 613.494751
	Iteration 16Q: 3 clusters Score -46268.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46268.976562 Penalty: 613.494751
	Iteration 17Q: 3 clusters Score -46268.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -46269.195312 Penalty: 613.494751
	Iteration 18Q: 3 clusters Score -46269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -46269.921875 Penalty: 613.494751
	Iteration 19Q: 3 clusters Score -46269.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -46270.480469 Penalty: 613.494751
	Iteration 20F: 3 clusters Score -46270.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -46270.613281 Penalty: 613.494751
	Iteration 21Q: 3 clusters Score -46270.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46271.195312 Penalty: 613.494751
	Iteration 22Q: 3 clusters Score -46271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46271.710938 Penalty: 613.494751
	Iteration 23Q: 3 clusters Score -46271.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46272.597656 Penalty: 613.494751
	Iteration 24Q: 3 clusters Score -46272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46273.875000 Penalty: 613.494751
	Iteration 25Q: 3 clusters Score -46273.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -46274.839844 Penalty: 613.494751
	Iteration 26Q: 3 clusters Score -46274.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -46274.839844 Penalty: 613.494751
	Iteration 27F: 3 clusters Score -46274.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -137221.125000 Penalty: 361.955872
	Iteration 0F: 2 clusters Score -137221.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -135205.078125 Penalty: 723.911743
	Iteration 0F: 3 clusters Score -135205.1 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -136005.906250 Penalty: 723.911743
	Iteration 1F: 3 clusters Score -136005.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -136236.750000 Penalty: 723.911743
	Iteration 2F: 3 clusters Score -136236.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -136524.031250 Penalty: 723.911743
	Iteration 3F: 3 clusters Score -136524 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -136831.640625 Penalty: 723.911743
	Iteration 4F: 3 clusters Score -136831.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -137066.640625 Penalty: 723.911743
	Iteration 5F: 3 clusters Score -137066.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -137160.265625 Penalty: 723.911743
	Iteration 6Q: 3 clusters Score -137160.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -137197.515625 Penalty: 723.911743
	Iteration 7Q: 3 clusters Score -137197.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -137217.734375 Penalty: 723.911743
	Iteration 8Q: 3 clusters Score -137217.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -137228.312500 Penalty: 723.911743
	Iteration 9Q: 3 clusters Score -137228.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -137235.562500 Penalty: 723.911743
	Iteration 10Q: 3 clusters Score -137235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -137246.125000 Penalty: 723.911743
	Iteration 11Q: 3 clusters Score -137246.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -137251.718750 Penalty: 723.911743
	Iteration 12Q: 3 clusters Score -137251.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -137254.343750 Penalty: 723.911743
	Iteration 13Q: 3 clusters Score -137254.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -137256.468750 Penalty: 723.911743
	Iteration 14Q: 3 clusters Score -137256.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -137258.562500 Penalty: 723.911743
	Iteration 15Q: 3 clusters Score -137258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -137259.125000 Penalty: 723.911743
	Iteration 16Q: 3 clusters Score -137259.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -137259.125000 Penalty: 723.911743
	Iteration 17Q: 3 clusters Score -137259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -137259.125000 Penalty: 723.911743
	Iteration 18F: 3 clusters Score -137259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 86432 members 
Mstep: Class 3 contains 52519 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 25658 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 141332 members 
Mstep: Class 8 contains 110766 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 69103 members 
Mstep: Class 11 contains 25526 members 
Mstep: Class 12 contains 16957 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 56068 members 
Mstep: Class 20 contains 72478 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 110814 members 
Mstep: Class 23 contains 84483 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 3245 members 
Mstep: Class 26 contains 13496 members 
Mstep: Class 27 contains 162818 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 997 members 
Mstep: Class 30 contains 94907 members 
Mstep: Class 31 contains 53166 members 
Mstep: Class 32 contains 13825 members 
Mstep: Class 33 contains 110988 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 747 members 
Mstep: Class 36 contains 139411 members 
Mstep: Class 37 contains 11936 members 
Mstep: Class 38 contains 25269 members 
Mstep: Class 39 contains 136323 members 
Mstep: Class 40 contains 199 members 
Mstep: Class 41 contains 9944 members 
Mstep: Class 42 contains 5046 members 
Mstep: Class 43 contains 2103 members 
Entering Unmasked Estep 
Score: -87385464.000000 Penalty: 28102.771484
Splitting cluster 35 changes total score from -87385560.000000 to -87385464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (139411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139411 members 
Entering Unmasked Estep 
Score: -7254388.500000 Penalty: 538.955750
	Iteration 0F: 2 clusters Score -7254388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 69896 members 
Entering Unmasked Estep 
Score: -7161351.000000 Penalty: 1077.911499
	Iteration 0F: 3 clusters Score -7161351 nChanged 68228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 79844 members 
Entering Unmasked Estep 
Score: -7204122.000000 Penalty: 1077.911499
	Iteration 1F: 3 clusters Score -7204122 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -7206916.000000 Penalty: 1077.911499
	Iteration 2Q: 3 clusters Score -7206916 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -7211908.000000 Penalty: 1077.911499
	Iteration 3F: 3 clusters Score -7211908 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 100491 members 
Entering Unmasked Estep 
Score: -7219909.500000 Penalty: 1077.911499
	Iteration 4F: 3 clusters Score -7219910 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 109715 members 
Entering Unmasked Estep 
Score: -7229461.500000 Penalty: 1077.911499
	Iteration 5F: 3 clusters Score -7229462 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 116990 members 
Entering Unmasked Estep 
Score: -7236848.000000 Penalty: 1077.911499
	Iteration 6F: 3 clusters Score -7236848 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 121872 members 
Entering Unmasked Estep 
Score: -7241315.500000 Penalty: 1077.911499
	Iteration 7Q: 3 clusters Score -7241316 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 125481 members 
Entering Unmasked Estep 
Score: -7243981.000000 Penalty: 1077.911499
	Iteration 8Q: 3 clusters Score -7243981 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 128454 members 
Entering Unmasked Estep 
Score: -7246030.500000 Penalty: 1077.911499
	Iteration 9Q: 3 clusters Score -7246030 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 131053 members 
Entering Unmasked Estep 
Score: -7247889.500000 Penalty: 1077.911499
	Iteration 10Q: 3 clusters Score -7247890 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 133266 members 
Entering Unmasked Estep 
Score: -7249472.500000 Penalty: 1077.911499
	Iteration 11Q: 3 clusters Score -7249472 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 135043 members 
Entering Unmasked Estep 
Score: -7250893.500000 Penalty: 1077.911499
	Iteration 12Q: 3 clusters Score -7250894 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 136434 members 
Entering Unmasked Estep 
Score: -7251920.000000 Penalty: 1077.911499
	Iteration 13Q: 3 clusters Score -7251920 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 137450 members 
Entering Unmasked Estep 
Score: -7252710.500000 Penalty: 1077.911499
	Iteration 14Q: 3 clusters Score -7252710 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 138152 members 
Entering Unmasked Estep 
Score: -7253260.000000 Penalty: 1077.911499
	Iteration 15Q: 3 clusters Score -7253260 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 138589 members 
Entering Unmasked Estep 
Score: -7253595.500000 Penalty: 1077.911499
	Iteration 16Q: 3 clusters Score -7253596 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 138845 members 
Entering Unmasked Estep 
Score: -7253772.000000 Penalty: 1077.911499
	Iteration 17Q: 3 clusters Score -7253772 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 138986 members 
Entering Unmasked Estep 
Score: -7253855.000000 Penalty: 1077.911499
	Iteration 18Q: 3 clusters Score -7253855 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 139041 members 
Entering Unmasked Estep 
Score: -7253907.500000 Penalty: 1077.911499
	Iteration 19Q: 3 clusters Score -7253908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 139075 members 
Entering Unmasked Estep 
Score: -7253923.500000 Penalty: 1077.911499
	Iteration 20F: 3 clusters Score -7253924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 139092 members 
Entering Unmasked Estep 
Score: -7253948.500000 Penalty: 1077.911499
	Iteration 21Q: 3 clusters Score -7253948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 139106 members 
Entering Unmasked Estep 
Score: -7253952.000000 Penalty: 1077.911499
	Iteration 22Q: 3 clusters Score -7253952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 139111 members 
Entering Unmasked Estep 
Score: -7253959.500000 Penalty: 1077.911499
	Iteration 23Q: 3 clusters Score -7253960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 139117 members 
Entering Unmasked Estep 
Score: -7253969.500000 Penalty: 1077.911499
	Iteration 24Q: 3 clusters Score -7253970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 139129 members 
Entering Unmasked Estep 
Score: -7253977.000000 Penalty: 1077.911499
	Iteration 25Q: 3 clusters Score -7253977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 139134 members 
Entering Unmasked Estep 
Score: -7253979.500000 Penalty: 1077.911499
	Iteration 26Q: 3 clusters Score -7253980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 139133 members 
Entering Unmasked Estep 
Score: -7253981.000000 Penalty: 1077.911499
	Iteration 27Q: 3 clusters Score -7253981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 139134 members 
Entering Unmasked Estep 
Score: -7253981.000000 Penalty: 1077.911499
	Iteration 28Q: 3 clusters Score -7253981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 139135 members 
Entering Unmasked Estep 
Score: -7253980.500000 Penalty: 1077.911499
	Iteration 29Q: 3 clusters Score -7253980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 139136 members 
Entering Unmasked Estep 
Score: -7253982.000000 Penalty: 1077.911499
	Iteration 30Q: 3 clusters Score -7253982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 139137 members 
Entering Unmasked Estep 
Score: -7253981.000000 Penalty: 1077.911499
	Iteration 31Q: 3 clusters Score -7253981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 139136 members 
Entering Unmasked Estep 
Score: -7253980.500000 Penalty: 1077.911499
	Iteration 32Q: 3 clusters Score -7253980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 139134 members 
Entering Unmasked Estep 
Score: -7253983.000000 Penalty: 1077.911499
	Iteration 33Q: 3 clusters Score -7253983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 139134 members 
Entering Unmasked Estep 
Score: -7253983.000000 Penalty: 1077.911499
	Iteration 34F: 3 clusters Score -7253983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Entering Unmasked Estep 
Score: -625552.437500 Penalty: 427.122772
	Iteration 0F: 2 clusters Score -625552.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -617576.250000 Penalty: 854.245544
	Iteration 0F: 3 clusters Score -617576.2 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -620654.437500 Penalty: 854.245544
	Iteration 1F: 3 clusters Score -620654.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -620904.187500 Penalty: 854.245544
	Iteration 2Q: 3 clusters Score -620904.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -621296.312500 Penalty: 854.245544
	Iteration 3F: 3 clusters Score -621296.3 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -621903.562500 Penalty: 854.245544
	Iteration 4F: 3 clusters Score -621903.6 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -622813.312500 Penalty: 854.245544
	Iteration 5F: 3 clusters Score -622813.3 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -623822.187500 Penalty: 854.245544
	Iteration 6F: 3 clusters Score -623822.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -624407.250000 Penalty: 854.245544
	Iteration 7F: 3 clusters Score -624407.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -624639.812500 Penalty: 854.245544
	Iteration 8Q: 3 clusters Score -624639.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -624785.937500 Penalty: 854.245544
	Iteration 9Q: 3 clusters Score -624785.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -624891.562500 Penalty: 854.245544
	Iteration 10Q: 3 clusters Score -624891.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -624971.812500 Penalty: 854.245544
	Iteration 11Q: 3 clusters Score -624971.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -625042.812500 Penalty: 854.245544
	Iteration 12Q: 3 clusters Score -625042.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -625094.375000 Penalty: 854.245544
	Iteration 13Q: 3 clusters Score -625094.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -625136.625000 Penalty: 854.245544
	Iteration 14Q: 3 clusters Score -625136.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -625180.125000 Penalty: 854.245544
	Iteration 15Q: 3 clusters Score -625180.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -625218.875000 Penalty: 854.245544
	Iteration 16Q: 3 clusters Score -625218.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -625246.750000 Penalty: 854.245544
	Iteration 17Q: 3 clusters Score -625246.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -625266.750000 Penalty: 854.245544
	Iteration 18Q: 3 clusters Score -625266.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -625281.312500 Penalty: 854.245544
	Iteration 19Q: 3 clusters Score -625281.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -625294.937500 Penalty: 854.245544
	Iteration 20F: 3 clusters Score -625294.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -625306.625000 Penalty: 854.245544
	Iteration 21Q: 3 clusters Score -625306.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -625318.812500 Penalty: 854.245544
	Iteration 22Q: 3 clusters Score -625318.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -625325.812500 Penalty: 854.245544
	Iteration 23Q: 3 clusters Score -625325.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -625334.750000 Penalty: 854.245544
	Iteration 24Q: 3 clusters Score -625334.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -625341.000000 Penalty: 854.245544
	Iteration 25Q: 3 clusters Score -625341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -625345.937500 Penalty: 854.245544
	Iteration 26Q: 3 clusters Score -625345.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -625349.375000 Penalty: 854.245544
	Iteration 27Q: 3 clusters Score -625349.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -625355.750000 Penalty: 854.245544
	Iteration 28Q: 3 clusters Score -625355.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -625358.250000 Penalty: 854.245544
	Iteration 29Q: 3 clusters Score -625358.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -625359.250000 Penalty: 854.245544
	Iteration 30Q: 3 clusters Score -625359.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -625361.875000 Penalty: 854.245544
	Iteration 31Q: 3 clusters Score -625361.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -625363.500000 Penalty: 854.245544
	Iteration 32Q: 3 clusters Score -625363.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -625364.875000 Penalty: 854.245544
	Iteration 33Q: 3 clusters Score -625364.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -625368.125000 Penalty: 854.245544
	Iteration 34Q: 3 clusters Score -625368.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -625369.250000 Penalty: 854.245544
	Iteration 35Q: 3 clusters Score -625369.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -625369.875000 Penalty: 854.245544
	Iteration 36Q: 3 clusters Score -625369.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -625370.812500 Penalty: 854.245544
	Iteration 37Q: 3 clusters Score -625370.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -625372.937500 Penalty: 854.245544
	Iteration 38Q: 3 clusters Score -625372.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -625375.250000 Penalty: 854.245544
	Iteration 39Q: 3 clusters Score -625375.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -625375.312500 Penalty: 854.245544
	Iteration 40F: 3 clusters Score -625375.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -625377.062500 Penalty: 854.245544
	Iteration 41Q: 3 clusters Score -625377.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -625376.500000 Penalty: 854.245544
	Iteration 42Q: 3 clusters Score -625376.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -625379.437500 Penalty: 854.245544
	Iteration 43Q: 3 clusters Score -625379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -625378.812500 Penalty: 854.245544
	Iteration 44Q: 3 clusters Score -625378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -625379.687500 Penalty: 854.245544
	Iteration 45Q: 3 clusters Score -625379.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -625379.375000 Penalty: 854.245544
	Iteration 46Q: 3 clusters Score -625379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -625380.437500 Penalty: 854.245544
	Iteration 47Q: 3 clusters Score -625380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -625380.000000 Penalty: 854.245544
	Iteration 48Q: 3 clusters Score -625380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -625379.250000 Penalty: 854.245544
	Iteration 49Q: 3 clusters Score -625379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -625379.375000 Penalty: 854.245544
	Iteration 50Q: 3 clusters Score -625379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -625380.000000 Penalty: 854.245544
	Iteration 51Q: 3 clusters Score -625380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -625379.125000 Penalty: 854.245544
	Iteration 52Q: 3 clusters Score -625379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -625379.125000 Penalty: 854.245544
	Iteration 53F: 3 clusters Score -625379.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (25269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Entering Unmasked Estep 
Score: -1371604.125000 Penalty: 461.248688
	Iteration 0F: 2 clusters Score -1371604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1354779.625000 Penalty: 922.497375
	Iteration 0F: 3 clusters Score -1354780 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1362051.000000 Penalty: 922.497375
	Iteration 1F: 3 clusters Score -1362051 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1362734.125000 Penalty: 922.497375
	Iteration 2F: 3 clusters Score -1362734 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -1363823.625000 Penalty: 922.497375
	Iteration 3F: 3 clusters Score -1363824 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1365453.875000 Penalty: 922.497375
	Iteration 4F: 3 clusters Score -1365454 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -1367537.250000 Penalty: 922.497375
	Iteration 5F: 3 clusters Score -1367537 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -1369317.375000 Penalty: 922.497375
	Iteration 6F: 3 clusters Score -1369317 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -1370377.000000 Penalty: 922.497375
	Iteration 7Q: 3 clusters Score -1370377 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -1370876.125000 Penalty: 922.497375
	Iteration 8Q: 3 clusters Score -1370876 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -1371095.125000 Penalty: 922.497375
	Iteration 9Q: 3 clusters Score -1371095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -1371155.875000 Penalty: 922.497375
	Iteration 10Q: 3 clusters Score -1371156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -1371174.500000 Penalty: 922.497375
	Iteration 11Q: 3 clusters Score -1371174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -1371189.375000 Penalty: 922.497375
	Iteration 12Q: 3 clusters Score -1371189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -1371196.750000 Penalty: 922.497375
	Iteration 13Q: 3 clusters Score -1371197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -1371203.000000 Penalty: 922.497375
	Iteration 14Q: 3 clusters Score -1371203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -1371211.125000 Penalty: 922.497375
	Iteration 15Q: 3 clusters Score -1371211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -1371211.125000 Penalty: 922.497375
	Iteration 16F: 3 clusters Score -1371211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (136323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136323 members 
Entering Unmasked Estep 
Score: -7420928.500000 Penalty: 537.936584
	Iteration 0F: 2 clusters Score -7420928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68156 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -7337186.000000 Penalty: 1075.873169
	Iteration 0F: 3 clusters Score -7337186 nChanged 66737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 70528 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7377922 nChanged 5498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7379716 nChanged 6217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7382760 nChanged 7631
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -7387711 nChanged 8711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -7394804 nChanged 9014
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 79725 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7401799 nChanged 7198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7405024 nChanged 4028
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7406004 nChanged 2354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7406295 nChanged 1889
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Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7406588 nChanged 1792
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Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7406783 nChanged 1808
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7406986 nChanged 1773
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Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7407266 nChanged 1725
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Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 89540 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7407548 nChanged 1736
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7407758 nChanged 1669
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7407942 nChanged 1599
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7408087 nChanged 1554
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7408316 nChanged 1494
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7408511 nChanged 1558
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Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 95416 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7408784 nChanged 1464
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Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 96184 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7408937 nChanged 1444
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Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7409190 nChanged 1388
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Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7409374 nChanged 1380
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Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7409635 nChanged 1294
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Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7409866 nChanged 1298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -7410054.500000 Penalty: 1075.873169
	Iteration 26Q: 3 clusters Score -7410054 nChanged 1372
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7410310 nChanged 1364
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Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 99578 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7410632 nChanged 1353
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Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7410850 nChanged 1344
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Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 99841 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7411134 nChanged 1285
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Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 99914 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7411362 nChanged 1206
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Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 100080 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7411647 nChanged 1102
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Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7411888 nChanged 1034
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Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7412160 nChanged 965
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Mstep: Class 2 contains 100549 members 
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	Iteration 35Q: 3 clusters Score -7412443 nChanged 901
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Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 100704 members 
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	Iteration 36Q: 3 clusters Score -7412699 nChanged 787
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	Iteration 37Q: 3 clusters Score -7412890 nChanged 700
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Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 100965 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7413082 nChanged 643
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Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7413240 nChanged 584
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Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 101098 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7413455 nChanged 582
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Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 101130 members 
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	Iteration 41Q: 3 clusters Score -7413648 nChanged 656
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	Iteration 42Q: 3 clusters Score -7413842 nChanged 742
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Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7414080 nChanged 793
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Mstep: Class 1 contains 35416 members 
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	Iteration 44Q: 3 clusters Score -7414357 nChanged 877
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Mstep: Class 1 contains 35693 members 
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	Iteration 45Q: 3 clusters Score -7414670 nChanged 992
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Mstep: Class 1 contains 36075 members 
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	Iteration 46Q: 3 clusters Score -7415052 nChanged 1132
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Mstep: Class 1 contains 36587 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7415550 nChanged 1321
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Mstep: Class 1 contains 37282 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7416194 nChanged 1464
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Mstep: Class 1 contains 38062 members 
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	Iteration 49Q: 3 clusters Score -7416994 nChanged 1613
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Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7417849 nChanged 1642
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39611 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7418689 nChanged 1548
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	Iteration 52Q: 3 clusters Score -7419429 nChanged 1419
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Mstep: Class 1 contains 41030 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7420101 nChanged 1278
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Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7420625 nChanged 1064
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Mstep: Class 2 contains 94389 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7421020 nChanged 918
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42266 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7421308 nChanged 725
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42453 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7421514 nChanged 521
Entering Unmasked Mstep 
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	Iteration 58Q: 3 clusters Score -7421648 nChanged 390
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7421755 nChanged 347
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7421984 nChanged 475
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Mstep: Class 1 contains 43110 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7422252 nChanged 514
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Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7422410 nChanged 407
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	Iteration 63Q: 3 clusters Score -7422514 nChanged 330
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	Iteration 64Q: 3 clusters Score -7422610 nChanged 265
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	Iteration 65Q: 3 clusters Score -7422673 nChanged 235
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7422722 nChanged 159
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	Iteration 67Q: 3 clusters Score -7422728 nChanged 135
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	Iteration 68Q: 3 clusters Score -7422762 nChanged 110
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	Iteration 69Q: 3 clusters Score -7422778 nChanged 102
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	Iteration 70Q: 3 clusters Score -7422778 nChanged 85
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	Iteration 71Q: 3 clusters Score -7422789 nChanged 74
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	Iteration 72Q: 3 clusters Score -7422798 nChanged 66
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	Iteration 73Q: 3 clusters Score -7422796 nChanged 69
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Mstep: Class 2 contains 92806 members 
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	Iteration 74Q: 3 clusters Score -7422796 nChanged 74
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	Iteration 75Q: 3 clusters Score -7422814 nChanged 64
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	Iteration 76Q: 3 clusters Score -7422812 nChanged 44
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	Iteration 77Q: 3 clusters Score -7422828 nChanged 45
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	Iteration 78Q: 3 clusters Score -7422832 nChanged 27
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	Iteration 79Q: 3 clusters Score -7422832 nChanged 25
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	Iteration 80F: 3 clusters Score -7422830 nChanged 33
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	Iteration 81Q: 3 clusters Score -7422842 nChanged 22
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	Iteration 82Q: 3 clusters Score -7422848 nChanged 22
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	Iteration 83Q: 3 clusters Score -7422836 nChanged 11
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	Iteration 84Q: 3 clusters Score -7422829 nChanged 8
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	Iteration 85Q: 3 clusters Score -7422829 nChanged 7
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	Iteration 86Q: 3 clusters Score -7422827 nChanged 10
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	Iteration 87Q: 3 clusters Score -7422828 nChanged 20
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	Iteration 88Q: 3 clusters Score -7422827 nChanged 10
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	Iteration 89Q: 3 clusters Score -7422830 nChanged 12
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	Iteration 90Q: 3 clusters Score -7422832 nChanged 7
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	Iteration 91Q: 3 clusters Score -7422836 nChanged 13
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7422840 nChanged 6
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	Iteration 93Q: 3 clusters Score -7422842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 92898 members 
Entering Unmasked Estep 
Score: -7422843.000000 Penalty: 1075.873169
	Iteration 94Q: 3 clusters Score -7422843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 92899 members 
Entering Unmasked Estep 
Score: -7422837.000000 Penalty: 1075.873169
	Iteration 95Q: 3 clusters Score -7422837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -7422842.000000 Penalty: 1075.873169
	Iteration 96Q: 3 clusters Score -7422842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -7422839.000000 Penalty: 1075.873169
	Iteration 97Q: 3 clusters Score -7422839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 92921 members 
Entering Unmasked Estep 
Score: -7422837.000000 Penalty: 1075.873169
	Iteration 98Q: 3 clusters Score -7422837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -7422832.500000 Penalty: 1075.873169
	Iteration 99Q: 3 clusters Score -7422832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -7422838.000000 Penalty: 1075.873169
	Iteration 100F: 3 clusters Score -7422838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -7422832.000000 Penalty: 1075.873169
	Iteration 101Q: 3 clusters Score -7422832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -7422843.000000 Penalty: 1075.873169
	Iteration 102Q: 3 clusters Score -7422843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -7422843.500000 Penalty: 1075.873169
	Iteration 103Q: 3 clusters Score -7422844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -7422842.500000 Penalty: 1075.873169
	Iteration 104Q: 3 clusters Score -7422842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -7422842.000000 Penalty: 1075.873169
	Iteration 105Q: 3 clusters Score -7422842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -7422844.000000 Penalty: 1075.873169
	Iteration 106Q: 3 clusters Score -7422844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -7422844.000000 Penalty: 1075.873169
	Iteration 107F: 3 clusters Score -7422844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 86432 members 
Mstep: Class 3 contains 52519 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 25658 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 141332 members 
Mstep: Class 8 contains 110766 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 69103 members 
Mstep: Class 11 contains 25526 members 
Mstep: Class 12 contains 16957 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 56068 members 
Mstep: Class 20 contains 72478 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 110814 members 
Mstep: Class 23 contains 84483 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 3245 members 
Mstep: Class 26 contains 13496 members 
Mstep: Class 27 contains 162818 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 997 members 
Mstep: Class 30 contains 94907 members 
Mstep: Class 31 contains 53166 members 
Mstep: Class 32 contains 13825 members 
Mstep: Class 33 contains 110988 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 2850 members 
Mstep: Class 36 contains 139411 members 
Mstep: Class 37 contains 11936 members 
Mstep: Class 38 contains 25269 members 
Mstep: Class 39 contains 43403 members 
Mstep: Class 40 contains 199 members 
Mstep: Class 41 contains 9944 members 
Mstep: Class 42 contains 5046 members 
Mstep: Class 43 contains 92920 members 
Entering Unmasked Estep 
Score: -87387776.000000 Penalty: 28102.771484
Splitting cluster 39 changes total score from -87385560.000000 to -87387776.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 40 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -7748.741699 Penalty: 240.845367
	Iteration 0F: 2 clusters Score -7748.742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7502.272461 Penalty: 481.690735
	Iteration 0F: 3 clusters Score -7502.272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -7597.077148 Penalty: 481.690735
	Iteration 1F: 3 clusters Score -7597.077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7611.305664 Penalty: 481.690735
	Iteration 2F: 3 clusters Score -7611.306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7618.731445 Penalty: 481.690735
	Iteration 3Q: 3 clusters Score -7618.731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -7621.757812 Penalty: 481.690735
	Iteration 4Q: 3 clusters Score -7621.758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7622.880859 Penalty: 481.690735
	Iteration 5Q: 3 clusters Score -7622.881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7622.880859 Penalty: 481.690735
	Iteration 6F: 3 clusters Score -7622.881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 86432 members 
Mstep: Class 3 contains 52519 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 25658 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 141332 members 
Mstep: Class 8 contains 110766 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 69103 members 
Mstep: Class 11 contains 25526 members 
Mstep: Class 12 contains 16957 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 47001 members 
Mstep: Class 19 contains 56068 members 
Mstep: Class 20 contains 72478 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 110814 members 
Mstep: Class 23 contains 84483 members 
Mstep: Class 24 contains 12589 members 
Mstep: Class 25 contains 3245 members 
Mstep: Class 26 contains 13496 members 
Mstep: Class 27 contains 162818 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 997 members 
Mstep: Class 30 contains 94907 members 
Mstep: Class 31 contains 53166 members 
Mstep: Class 32 contains 13825 members 
Mstep: Class 33 contains 110988 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 2850 members 
Mstep: Class 36 contains 139411 members 
Mstep: Class 37 contains 11936 members 
Mstep: Class 38 contains 25269 members 
Mstep: Class 39 contains 43403 members 
Mstep: Class 40 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87391048.000000 Penalty: 28102.771484
Iteration 159Q: 44 clusters Score -8.739105e+07 nChanged 14938
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 86392 members 
Mstep: Class 3 contains 52408 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 26128 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 141501 members 
Mstep: Class 8 contains 109924 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 69036 members 
Mstep: Class 11 contains 25301 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 1335 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 2547 members 
Mstep: Class 18 contains 45647 members 
Mstep: Class 19 contains 56215 members 
Mstep: Class 20 contains 72419 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 110835 members 
Mstep: Class 23 contains 84396 members 
Mstep: Class 24 contains 12535 members 
Mstep: Class 25 contains 3018 members 
Mstep: Class 26 contains 13502 members 
Mstep: Class 27 contains 162679 members 
Mstep: Class 28 contains 3583 members 
Mstep: Class 29 contains 991 members 
Mstep: Class 30 contains 94312 members 
Mstep: Class 31 contains 52816 members 
Mstep: Class 32 contains 13993 members 
Mstep: Class 33 contains 111872 members 
Mstep: Class 34 contains 846 members 
Mstep: Class 35 contains 2853 members 
Mstep: Class 36 contains 139319 members 
Mstep: Class 37 contains 12035 members 
Mstep: Class 38 contains 25398 members 
Mstep: Class 39 contains 45941 members 
Mstep: Class 40 contains 198 members 
Mstep: Class 41 contains 9908 members 
Mstep: Class 42 contains 5048 members 
Mstep: Class 43 contains 92451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87393848.000000 Penalty: 28102.771484
Iteration 160F: 44 clusters Score -8.739385e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 86310 members 
Mstep: Class 3 contains 52864 members 
Mstep: Class 4 contains 2946 members 
Mstep: Class 5 contains 26570 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 141550 members 
Mstep: Class 8 contains 108635 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 68935 members 
Mstep: Class 11 contains 25069 members 
Mstep: Class 12 contains 17790 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 1330 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 44594 members 
Mstep: Class 19 contains 56376 members 
Mstep: Class 20 contains 72373 members 
Mstep: Class 21 contains 1725 members 
Mstep: Class 22 contains 110860 members 
Mstep: Class 23 contains 84295 members 
Mstep: Class 24 contains 12477 members 
Mstep: Class 25 contains 2835 members 
Mstep: Class 26 contains 13497 members 
Mstep: Class 27 contains 162466 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 93793 members 
Mstep: Class 31 contains 52486 members 
Mstep: Class 32 contains 14057 members 
Mstep: Class 33 contains 112685 members 
Mstep: Class 34 contains 843 members 
Mstep: Class 35 contains 2854 members 
Mstep: Class 36 contains 138948 members 
Mstep: Class 37 contains 12131 members 
Mstep: Class 38 contains 25564 members 
Mstep: Class 39 contains 47013 members 
Mstep: Class 40 contains 202 members 
Mstep: Class 41 contains 9950 members 
Mstep: Class 42 contains 5072 members 
Mstep: Class 43 contains 93222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87395656.000000 Penalty: 28102.771484
Iteration 161Q: 44 clusters Score -8.739566e+07 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 86194 members 
Mstep: Class 3 contains 53338 members 
Mstep: Class 4 contains 2881 members 
Mstep: Class 5 contains 27025 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 141620 members 
Mstep: Class 8 contains 107258 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 68831 members 
Mstep: Class 11 contains 24846 members 
Mstep: Class 12 contains 18362 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 2344 members 
Mstep: Class 15 contains 1331 members 
Mstep: Class 16 contains 1474 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 43693 members 
Mstep: Class 19 contains 56563 members 
Mstep: Class 20 contains 72345 members 
Mstep: Class 21 contains 1734 members 
Mstep: Class 22 contains 110915 members 
Mstep: Class 23 contains 84195 members 
Mstep: Class 24 contains 12407 members 
Mstep: Class 25 contains 2678 members 
Mstep: Class 26 contains 13495 members 
Mstep: Class 27 contains 162244 members 
Mstep: Class 28 contains 3594 members 
Mstep: Class 29 contains 924 members 
Mstep: Class 30 contains 93262 members 
Mstep: Class 31 contains 52166 members 
Mstep: Class 32 contains 14146 members 
Mstep: Class 33 contains 113554 members 
Mstep: Class 34 contains 836 members 
Mstep: Class 35 contains 2856 members 
Mstep: Class 36 contains 138700 members 
Mstep: Class 37 contains 12234 members 
Mstep: Class 38 contains 25749 members 
Mstep: Class 39 contains 47906 members 
Mstep: Class 40 contains 197 members 
Mstep: Class 41 contains 9992 members 
Mstep: Class 42 contains 5079 members 
Mstep: Class 43 contains 93794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87397096.000000 Penalty: 28102.771484
Iteration 162Q: 44 clusters Score -8.73971e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 86157 members 
Mstep: Class 3 contains 53685 members 
Mstep: Class 4 contains 2818 members 
Mstep: Class 5 contains 27504 members 
Mstep: Class 6 contains 2572 members 
Mstep: Class 7 contains 141626 members 
Mstep: Class 8 contains 105869 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 68702 members 
Mstep: Class 11 contains 24610 members 
Mstep: Class 12 contains 18923 members 
Mstep: Class 13 contains 5151 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 2433 members 
Mstep: Class 18 contains 42885 members 
Mstep: Class 19 contains 56770 members 
Mstep: Class 20 contains 72323 members 
Mstep: Class 21 contains 1736 members 
Mstep: Class 22 contains 111021 members 
Mstep: Class 23 contains 84127 members 
Mstep: Class 24 contains 12343 members 
Mstep: Class 25 contains 2551 members 
Mstep: Class 26 contains 13483 members 
Mstep: Class 27 contains 162059 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 904 members 
Mstep: Class 30 contains 92702 members 
Mstep: Class 31 contains 51857 members 
Mstep: Class 32 contains 14232 members 
Mstep: Class 33 contains 114352 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 2861 members 
Mstep: Class 36 contains 138480 members 
Mstep: Class 37 contains 12319 members 
Mstep: Class 38 contains 25946 members 
Mstep: Class 39 contains 48832 members 
Mstep: Class 40 contains 194 members 
Mstep: Class 41 contains 10028 members 
Mstep: Class 42 contains 5088 members 
Mstep: Class 43 contains 94266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87398144.000000 Penalty: 28102.771484
Iteration 163Q: 44 clusters Score -8.739814e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 86137 members 
Mstep: Class 3 contains 53966 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 28005 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 141658 members 
Mstep: Class 8 contains 104618 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 68545 members 
Mstep: Class 11 contains 24379 members 
Mstep: Class 12 contains 19463 members 
Mstep: Class 13 contains 5144 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 2409 members 
Mstep: Class 18 contains 42134 members 
Mstep: Class 19 contains 56892 members 
Mstep: Class 20 contains 72277 members 
Mstep: Class 21 contains 1731 members 
Mstep: Class 22 contains 111116 members 
Mstep: Class 23 contains 84052 members 
Mstep: Class 24 contains 12266 members 
Mstep: Class 25 contains 2450 members 
Mstep: Class 26 contains 13469 members 
Mstep: Class 27 contains 161897 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 883 members 
Mstep: Class 30 contains 92150 members 
Mstep: Class 31 contains 51574 members 
Mstep: Class 32 contains 14343 members 
Mstep: Class 33 contains 115096 members 
Mstep: Class 34 contains 828 members 
Mstep: Class 35 contains 2862 members 
Mstep: Class 36 contains 138265 members 
Mstep: Class 37 contains 12404 members 
Mstep: Class 38 contains 26169 members 
Mstep: Class 39 contains 49708 members 
Mstep: Class 40 contains 196 members 
Mstep: Class 41 contains 10061 members 
Mstep: Class 42 contains 5107 members 
Mstep: Class 43 contains 94707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87398728.000000 Penalty: 28102.771484
Iteration 164Q: 44 clusters Score -8.739873e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 86106 members 
Mstep: Class 3 contains 54214 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 28478 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 141751 members 
Mstep: Class 8 contains 103407 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 68391 members 
Mstep: Class 11 contains 24124 members 
Mstep: Class 12 contains 20005 members 
Mstep: Class 13 contains 5138 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 41369 members 
Mstep: Class 19 contains 57002 members 
Mstep: Class 20 contains 72251 members 
Mstep: Class 21 contains 1725 members 
Mstep: Class 22 contains 111196 members 
Mstep: Class 23 contains 83983 members 
Mstep: Class 24 contains 12200 members 
Mstep: Class 25 contains 2382 members 
Mstep: Class 26 contains 13464 members 
Mstep: Class 27 contains 161805 members 
Mstep: Class 28 contains 3615 members 
Mstep: Class 29 contains 862 members 
Mstep: Class 30 contains 91574 members 
Mstep: Class 31 contains 51294 members 
Mstep: Class 32 contains 14439 members 
Mstep: Class 33 contains 115808 members 
Mstep: Class 34 contains 823 members 
Mstep: Class 35 contains 2863 members 
Mstep: Class 36 contains 138076 members 
Mstep: Class 37 contains 12475 members 
Mstep: Class 38 contains 26390 members 
Mstep: Class 39 contains 50496 members 
Mstep: Class 40 contains 195 members 
Mstep: Class 41 contains 10102 members 
Mstep: Class 42 contains 5120 members 
Mstep: Class 43 contains 95167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87399928.000000 Penalty: 28102.771484
Iteration 165Q: 44 clusters Score -8.739993e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 86078 members 
Mstep: Class 3 contains 54417 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 28983 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 141940 members 
Mstep: Class 8 contains 102189 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 68158 members 
Mstep: Class 11 contains 23844 members 
Mstep: Class 12 contains 20574 members 
Mstep: Class 13 contains 5137 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 1324 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 2377 members 
Mstep: Class 18 contains 40663 members 
Mstep: Class 19 contains 57072 members 
Mstep: Class 20 contains 72233 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 111183 members 
Mstep: Class 23 contains 83908 members 
Mstep: Class 24 contains 12131 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 13468 members 
Mstep: Class 27 contains 161696 members 
Mstep: Class 28 contains 3621 members 
Mstep: Class 29 contains 848 members 
Mstep: Class 30 contains 91072 members 
Mstep: Class 31 contains 51018 members 
Mstep: Class 32 contains 14508 members 
Mstep: Class 33 contains 116446 members 
Mstep: Class 34 contains 815 members 
Mstep: Class 35 contains 2870 members 
Mstep: Class 36 contains 137956 members 
Mstep: Class 37 contains 12543 members 
Mstep: Class 38 contains 26615 members 
Mstep: Class 39 contains 51218 members 
Mstep: Class 40 contains 188 members 
Mstep: Class 41 contains 10147 members 
Mstep: Class 42 contains 5129 members 
Mstep: Class 43 contains 95670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400576.000000 Penalty: 28102.771484
Iteration 166Q: 44 clusters Score -8.740058e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 86097 members 
Mstep: Class 3 contains 54592 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 29442 members 
Mstep: Class 6 contains 2570 members 
Mstep: Class 7 contains 142093 members 
Mstep: Class 8 contains 101073 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 67920 members 
Mstep: Class 11 contains 23581 members 
Mstep: Class 12 contains 21121 members 
Mstep: Class 13 contains 5140 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 1512 members 
Mstep: Class 17 contains 2358 members 
Mstep: Class 18 contains 40010 members 
Mstep: Class 19 contains 57126 members 
Mstep: Class 20 contains 72190 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 111227 members 
Mstep: Class 23 contains 83858 members 
Mstep: Class 24 contains 12052 members 
Mstep: Class 25 contains 2309 members 
Mstep: Class 26 contains 13471 members 
Mstep: Class 27 contains 161597 members 
Mstep: Class 28 contains 3630 members 
Mstep: Class 29 contains 834 members 
Mstep: Class 30 contains 90553 members 
Mstep: Class 31 contains 50768 members 
Mstep: Class 32 contains 14595 members 
Mstep: Class 33 contains 117020 members 
Mstep: Class 34 contains 807 members 
Mstep: Class 35 contains 2875 members 
Mstep: Class 36 contains 137828 members 
Mstep: Class 37 contains 12628 members 
Mstep: Class 38 contains 26852 members 
Mstep: Class 39 contains 51843 members 
Mstep: Class 40 contains 182 members 
Mstep: Class 41 contains 10191 members 
Mstep: Class 42 contains 5134 members 
Mstep: Class 43 contains 96175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400984.000000 Penalty: 28102.771484
Iteration 167Q: 44 clusters Score -8.740098e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 86106 members 
Mstep: Class 3 contains 54804 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 29852 members 
Mstep: Class 6 contains 2567 members 
Mstep: Class 7 contains 142236 members 
Mstep: Class 8 contains 100062 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 67729 members 
Mstep: Class 11 contains 23298 members 
Mstep: Class 12 contains 21642 members 
Mstep: Class 13 contains 5141 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 1515 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 39391 members 
Mstep: Class 19 contains 57181 members 
Mstep: Class 20 contains 72137 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 111235 members 
Mstep: Class 23 contains 83800 members 
Mstep: Class 24 contains 11991 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 13468 members 
Mstep: Class 27 contains 161487 members 
Mstep: Class 28 contains 3646 members 
Mstep: Class 29 contains 820 members 
Mstep: Class 30 contains 90058 members 
Mstep: Class 31 contains 50539 members 
Mstep: Class 32 contains 14748 members 
Mstep: Class 33 contains 117522 members 
Mstep: Class 34 contains 798 members 
Mstep: Class 35 contains 2877 members 
Mstep: Class 36 contains 137751 members 
Mstep: Class 37 contains 12711 members 
Mstep: Class 38 contains 27088 members 
Mstep: Class 39 contains 52414 members 
Mstep: Class 40 contains 180 members 
Mstep: Class 41 contains 10240 members 
Mstep: Class 42 contains 5143 members 
Mstep: Class 43 contains 96575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401400.000000 Penalty: 28102.771484
Iteration 168Q: 44 clusters Score -8.74014e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 86129 members 
Mstep: Class 3 contains 54994 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 30266 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 142392 members 
Mstep: Class 8 contains 99026 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 67547 members 
Mstep: Class 11 contains 23043 members 
Mstep: Class 12 contains 22187 members 
Mstep: Class 13 contains 5150 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 1511 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 38725 members 
Mstep: Class 19 contains 57223 members 
Mstep: Class 20 contains 72114 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 111248 members 
Mstep: Class 23 contains 83723 members 
Mstep: Class 24 contains 11939 members 
Mstep: Class 25 contains 2259 members 
Mstep: Class 26 contains 13452 members 
Mstep: Class 27 contains 161428 members 
Mstep: Class 28 contains 3650 members 
Mstep: Class 29 contains 805 members 
Mstep: Class 30 contains 89540 members 
Mstep: Class 31 contains 50282 members 
Mstep: Class 32 contains 14816 members 
Mstep: Class 33 contains 118012 members 
Mstep: Class 34 contains 791 members 
Mstep: Class 35 contains 2881 members 
Mstep: Class 36 contains 137714 members 
Mstep: Class 37 contains 12787 members 
Mstep: Class 38 contains 27333 members 
Mstep: Class 39 contains 52987 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 10291 members 
Mstep: Class 42 contains 5148 members 
Mstep: Class 43 contains 97027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87402096.000000 Penalty: 28102.771484
Iteration 169Q: 44 clusters Score -8.74021e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 86169 members 
Mstep: Class 3 contains 55171 members 
Mstep: Class 4 contains 2525 members 
Mstep: Class 5 contains 30653 members 
Mstep: Class 6 contains 2554 members 
Mstep: Class 7 contains 142472 members 
Mstep: Class 8 contains 98072 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 67383 members 
Mstep: Class 11 contains 22822 members 
Mstep: Class 12 contains 22742 members 
Mstep: Class 13 contains 5155 members 
Mstep: Class 14 contains 2356 members 
Mstep: Class 15 contains 1320 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 2317 members 
Mstep: Class 18 contains 37998 members 
Mstep: Class 19 contains 57271 members 
Mstep: Class 20 contains 72078 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 111227 members 
Mstep: Class 23 contains 83670 members 
Mstep: Class 24 contains 11903 members 
Mstep: Class 25 contains 2242 members 
Mstep: Class 26 contains 13427 members 
Mstep: Class 27 contains 161323 members 
Mstep: Class 28 contains 3655 members 
Mstep: Class 29 contains 785 members 
Mstep: Class 30 contains 89053 members 
Mstep: Class 31 contains 50025 members 
Mstep: Class 32 contains 14912 members 
Mstep: Class 33 contains 118435 members 
Mstep: Class 34 contains 783 members 
Mstep: Class 35 contains 2878 members 
Mstep: Class 36 contains 137655 members 
Mstep: Class 37 contains 12874 members 
Mstep: Class 38 contains 27576 members 
Mstep: Class 39 contains 53751 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 10341 members 
Mstep: Class 42 contains 5156 members 
Mstep: Class 43 contains 97384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87402832.000000 Penalty: 28102.771484
Iteration 170Q: 44 clusters Score -8.740283e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 86207 members 
Mstep: Class 3 contains 55431 members 
Mstep: Class 4 contains 2506 members 
Mstep: Class 5 contains 31074 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 142506 members 
Mstep: Class 8 contains 97149 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 67221 members 
Mstep: Class 11 contains 22560 members 
Mstep: Class 12 contains 23298 members 
Mstep: Class 13 contains 5160 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 2300 members 
Mstep: Class 18 contains 37287 members 
Mstep: Class 19 contains 57401 members 
Mstep: Class 20 contains 72006 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 111168 members 
Mstep: Class 23 contains 83605 members 
Mstep: Class 24 contains 11861 members 
Mstep: Class 25 contains 2222 members 
Mstep: Class 26 contains 13402 members 
Mstep: Class 27 contains 161215 members 
Mstep: Class 28 contains 3665 members 
Mstep: Class 29 contains 775 members 
Mstep: Class 30 contains 88618 members 
Mstep: Class 31 contains 49789 members 
Mstep: Class 32 contains 15030 members 
Mstep: Class 33 contains 118812 members 
Mstep: Class 34 contains 776 members 
Mstep: Class 35 contains 2880 members 
Mstep: Class 36 contains 137586 members 
Mstep: Class 37 contains 12960 members 
Mstep: Class 38 contains 27813 members 
Mstep: Class 39 contains 54330 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 10384 members 
Mstep: Class 42 contains 5159 members 
Mstep: Class 43 contains 97804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403256.000000 Penalty: 28102.771484
Iteration 171Q: 44 clusters Score -8.740326e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 86226 members 
Mstep: Class 3 contains 55728 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 31428 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 142459 members 
Mstep: Class 8 contains 96278 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 67084 members 
Mstep: Class 11 contains 22334 members 
Mstep: Class 12 contains 23877 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 17 contains 2285 members 
Mstep: Class 18 contains 36584 members 
Mstep: Class 19 contains 57543 members 
Mstep: Class 20 contains 71919 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 111113 members 
Mstep: Class 23 contains 83526 members 
Mstep: Class 24 contains 11829 members 
Mstep: Class 25 contains 2206 members 
Mstep: Class 26 contains 13387 members 
Mstep: Class 27 contains 161055 members 
Mstep: Class 28 contains 3675 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 88253 members 
Mstep: Class 31 contains 49573 members 
Mstep: Class 32 contains 15134 members 
Mstep: Class 33 contains 119116 members 
Mstep: Class 34 contains 770 members 
Mstep: Class 35 contains 2878 members 
Mstep: Class 36 contains 137518 members 
Mstep: Class 37 contains 13069 members 
Mstep: Class 38 contains 28024 members 
Mstep: Class 39 contains 54866 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 10425 members 
Mstep: Class 42 contains 5161 members 
Mstep: Class 43 contains 98262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403648.000000 Penalty: 28102.771484
Iteration 172Q: 44 clusters Score -8.740365e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 86281 members 
Mstep: Class 3 contains 56053 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 31802 members 
Mstep: Class 6 contains 2538 members 
Mstep: Class 7 contains 142421 members 
Mstep: Class 8 contains 95492 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 66908 members 
Mstep: Class 11 contains 22100 members 
Mstep: Class 12 contains 24446 members 
Mstep: Class 13 contains 5154 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 35891 members 
Mstep: Class 19 contains 57691 members 
Mstep: Class 20 contains 71796 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 111027 members 
Mstep: Class 23 contains 83449 members 
Mstep: Class 24 contains 11790 members 
Mstep: Class 25 contains 2191 members 
Mstep: Class 26 contains 13371 members 
Mstep: Class 27 contains 160883 members 
Mstep: Class 28 contains 3682 members 
Mstep: Class 29 contains 762 members 
Mstep: Class 30 contains 87907 members 
Mstep: Class 31 contains 49400 members 
Mstep: Class 32 contains 15226 members 
Mstep: Class 33 contains 119349 members 
Mstep: Class 34 contains 762 members 
Mstep: Class 35 contains 2876 members 
Mstep: Class 36 contains 137412 members 
Mstep: Class 37 contains 13176 members 
Mstep: Class 38 contains 28251 members 
Mstep: Class 39 contains 55374 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 10470 members 
Mstep: Class 42 contains 5161 members 
Mstep: Class 43 contains 98752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403928.000000 Penalty: 28102.771484
Iteration 173Q: 44 clusters Score -8.740393e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 86344 members 
Mstep: Class 3 contains 56333 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 32152 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 142352 members 
Mstep: Class 8 contains 94696 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 66738 members 
Mstep: Class 11 contains 21880 members 
Mstep: Class 12 contains 25018 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 35208 members 
Mstep: Class 19 contains 57825 members 
Mstep: Class 20 contains 71674 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 110949 members 
Mstep: Class 23 contains 83351 members 
Mstep: Class 24 contains 11761 members 
Mstep: Class 25 contains 2185 members 
Mstep: Class 26 contains 13352 members 
Mstep: Class 27 contains 160727 members 
Mstep: Class 28 contains 3695 members 
Mstep: Class 29 contains 757 members 
Mstep: Class 30 contains 87595 members 
Mstep: Class 31 contains 49208 members 
Mstep: Class 32 contains 15340 members 
Mstep: Class 33 contains 119578 members 
Mstep: Class 34 contains 751 members 
Mstep: Class 35 contains 2872 members 
Mstep: Class 36 contains 137348 members 
Mstep: Class 37 contains 13280 members 
Mstep: Class 38 contains 28465 members 
Mstep: Class 39 contains 55884 members 
Mstep: Class 40 contains 179 members 
Mstep: Class 41 contains 10520 members 
Mstep: Class 42 contains 5164 members 
Mstep: Class 43 contains 99230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404536.000000 Penalty: 28102.771484
Iteration 174Q: 44 clusters Score -8.740454e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 86399 members 
Mstep: Class 3 contains 56673 members 
Mstep: Class 4 contains 2420 members 
Mstep: Class 5 contains 32504 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 142189 members 
Mstep: Class 8 contains 93860 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 66530 members 
Mstep: Class 11 contains 21659 members 
Mstep: Class 12 contains 25596 members 
Mstep: Class 13 contains 5157 members 
Mstep: Class 14 contains 2374 members 
Mstep: Class 15 contains 1320 members 
Mstep: Class 16 contains 1495 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 34487 members 
Mstep: Class 19 contains 57933 members 
Mstep: Class 20 contains 71570 members 
Mstep: Class 21 contains 1648 members 
Mstep: Class 22 contains 110917 members 
Mstep: Class 23 contains 83234 members 
Mstep: Class 24 contains 11748 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 13341 members 
Mstep: Class 27 contains 160621 members 
Mstep: Class 28 contains 3707 members 
Mstep: Class 29 contains 754 members 
Mstep: Class 30 contains 87337 members 
Mstep: Class 31 contains 49005 members 
Mstep: Class 32 contains 15470 members 
Mstep: Class 33 contains 119848 members 
Mstep: Class 34 contains 745 members 
Mstep: Class 35 contains 2862 members 
Mstep: Class 36 contains 137294 members 
Mstep: Class 37 contains 13375 members 
Mstep: Class 38 contains 28671 members 
Mstep: Class 39 contains 56423 members 
Mstep: Class 40 contains 179 members 
Mstep: Class 41 contains 10565 members 
Mstep: Class 42 contains 5161 members 
Mstep: Class 43 contains 99671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87405144.000000 Penalty: 28102.771484
Iteration 175Q: 44 clusters Score -8.740514e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 86446 members 
Mstep: Class 3 contains 57027 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 32866 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 142025 members 
Mstep: Class 8 contains 93053 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 66277 members 
Mstep: Class 11 contains 21490 members 
Mstep: Class 12 contains 26236 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 1320 members 
Mstep: Class 16 contains 1495 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 33764 members 
Mstep: Class 19 contains 58015 members 
Mstep: Class 20 contains 71487 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 110920 members 
Mstep: Class 23 contains 83122 members 
Mstep: Class 24 contains 11732 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 13346 members 
Mstep: Class 27 contains 160559 members 
Mstep: Class 28 contains 3726 members 
Mstep: Class 29 contains 749 members 
Mstep: Class 30 contains 87084 members 
Mstep: Class 31 contains 48769 members 
Mstep: Class 32 contains 15588 members 
Mstep: Class 33 contains 120072 members 
Mstep: Class 34 contains 740 members 
Mstep: Class 35 contains 2854 members 
Mstep: Class 36 contains 137237 members 
Mstep: Class 37 contains 13485 members 
Mstep: Class 38 contains 28856 members 
Mstep: Class 39 contains 56852 members 
Mstep: Class 40 contains 179 members 
Mstep: Class 41 contains 10605 members 
Mstep: Class 42 contains 5159 members 
Mstep: Class 43 contains 100111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87405624.000000 Penalty: 28102.771484
Iteration 176Q: 44 clusters Score -8.740562e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 86455 members 
Mstep: Class 3 contains 57298 members 
Mstep: Class 4 contains 2354 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 141901 members 
Mstep: Class 8 contains 92289 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 66046 members 
Mstep: Class 11 contains 21302 members 
Mstep: Class 12 contains 26878 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 2382 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1495 members 
Mstep: Class 17 contains 2191 members 
Mstep: Class 18 contains 33077 members 
Mstep: Class 19 contains 58041 members 
Mstep: Class 20 contains 71417 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 110902 members 
Mstep: Class 23 contains 83015 members 
Mstep: Class 24 contains 11718 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 13346 members 
Mstep: Class 27 contains 160556 members 
Mstep: Class 28 contains 3745 members 
Mstep: Class 29 contains 743 members 
Mstep: Class 30 contains 86846 members 
Mstep: Class 31 contains 48568 members 
Mstep: Class 32 contains 15720 members 
Mstep: Class 33 contains 120232 members 
Mstep: Class 34 contains 737 members 
Mstep: Class 35 contains 2843 members 
Mstep: Class 36 contains 137207 members 
Mstep: Class 37 contains 13577 members 
Mstep: Class 38 contains 29027 members 
Mstep: Class 39 contains 57369 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 10664 members 
Mstep: Class 42 contains 5157 members 
Mstep: Class 43 contains 100468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87405584.000000 Penalty: 28102.771484
Iteration 177Q: 44 clusters Score -8.740558e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 86452 members 
Mstep: Class 3 contains 57503 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 33535 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 141705 members 
Mstep: Class 8 contains 91649 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 65833 members 
Mstep: Class 11 contains 21090 members 
Mstep: Class 12 contains 27480 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 2392 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1494 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 32438 members 
Mstep: Class 19 contains 58063 members 
Mstep: Class 20 contains 71304 members 
Mstep: Class 21 contains 1646 members 
Mstep: Class 22 contains 110868 members 
Mstep: Class 23 contains 82934 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 13352 members 
Mstep: Class 27 contains 160565 members 
Mstep: Class 28 contains 3764 members 
Mstep: Class 29 contains 735 members 
Mstep: Class 30 contains 86617 members 
Mstep: Class 31 contains 48371 members 
Mstep: Class 32 contains 15827 members 
Mstep: Class 33 contains 120319 members 
Mstep: Class 34 contains 734 members 
Mstep: Class 35 contains 2839 members 
Mstep: Class 36 contains 137198 members 
Mstep: Class 37 contains 13682 members 
Mstep: Class 38 contains 29221 members 
Mstep: Class 39 contains 57889 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 10731 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 100855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406032.000000 Penalty: 28102.771484
Iteration 178Q: 44 clusters Score -8.740603e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 86459 members 
Mstep: Class 3 contains 57760 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 33863 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 141440 members 
Mstep: Class 8 contains 91042 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 65592 members 
Mstep: Class 11 contains 20908 members 
Mstep: Class 12 contains 28092 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 2396 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 1494 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 31793 members 
Mstep: Class 19 contains 58118 members 
Mstep: Class 20 contains 71161 members 
Mstep: Class 21 contains 1646 members 
Mstep: Class 22 contains 110873 members 
Mstep: Class 23 contains 82836 members 
Mstep: Class 24 contains 11666 members 
Mstep: Class 25 contains 2137 members 
Mstep: Class 26 contains 13348 members 
Mstep: Class 27 contains 160556 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 731 members 
Mstep: Class 30 contains 86426 members 
Mstep: Class 31 contains 48193 members 
Mstep: Class 32 contains 15975 members 
Mstep: Class 33 contains 120357 members 
Mstep: Class 34 contains 731 members 
Mstep: Class 35 contains 2834 members 
Mstep: Class 36 contains 137245 members 
Mstep: Class 37 contains 13785 members 
Mstep: Class 38 contains 29436 members 
Mstep: Class 39 contains 58283 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 10790 members 
Mstep: Class 42 contains 5153 members 
Mstep: Class 43 contains 101236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406344.000000 Penalty: 28102.771484
Iteration 179Q: 44 clusters Score -8.740634e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 86451 members 
Mstep: Class 3 contains 58004 members 
Mstep: Class 4 contains 2275 members 
Mstep: Class 5 contains 34170 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 141177 members 
Mstep: Class 8 contains 90508 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 65355 members 
Mstep: Class 11 contains 20736 members 
Mstep: Class 12 contains 28703 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 2395 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1495 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 31175 members 
Mstep: Class 19 contains 58212 members 
Mstep: Class 20 contains 71030 members 
Mstep: Class 21 contains 1643 members 
Mstep: Class 22 contains 110888 members 
Mstep: Class 23 contains 82723 members 
Mstep: Class 24 contains 11649 members 
Mstep: Class 25 contains 2141 members 
Mstep: Class 26 contains 13336 members 
Mstep: Class 27 contains 160545 members 
Mstep: Class 28 contains 3799 members 
Mstep: Class 29 contains 725 members 
Mstep: Class 30 contains 86216 members 
Mstep: Class 31 contains 47997 members 
Mstep: Class 32 contains 16108 members 
Mstep: Class 33 contains 120323 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 2828 members 
Mstep: Class 36 contains 137284 members 
Mstep: Class 37 contains 13893 members 
Mstep: Class 38 contains 29631 members 
Mstep: Class 39 contains 58729 members 
Mstep: Class 40 contains 177 members 
Mstep: Class 41 contains 10857 members 
Mstep: Class 42 contains 5150 members 
Mstep: Class 43 contains 101601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406616.000000 Penalty: 28102.771484
Iteration 180F: 44 clusters Score -8.740662e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 86441 members 
Mstep: Class 3 contains 58205 members 
Mstep: Class 4 contains 2248 members 
Mstep: Class 5 contains 34489 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 140942 members 
Mstep: Class 8 contains 89931 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 65050 members 
Mstep: Class 11 contains 20547 members 
Mstep: Class 12 contains 29428 members 
Mstep: Class 13 contains 5162 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 30549 members 
Mstep: Class 19 contains 58273 members 
Mstep: Class 20 contains 70843 members 
Mstep: Class 21 contains 1635 members 
Mstep: Class 22 contains 110905 members 
Mstep: Class 23 contains 82610 members 
Mstep: Class 24 contains 11622 members 
Mstep: Class 25 contains 2142 members 
Mstep: Class 26 contains 13328 members 
Mstep: Class 27 contains 160519 members 
Mstep: Class 28 contains 3819 members 
Mstep: Class 29 contains 721 members 
Mstep: Class 30 contains 86051 members 
Mstep: Class 31 contains 47808 members 
Mstep: Class 32 contains 16262 members 
Mstep: Class 33 contains 120249 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 2816 members 
Mstep: Class 36 contains 137340 members 
Mstep: Class 37 contains 14001 members 
Mstep: Class 38 contains 29836 members 
Mstep: Class 39 contains 59288 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 10923 members 
Mstep: Class 42 contains 5151 members 
Mstep: Class 43 contains 101934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408008.000000 Penalty: 28102.771484
Iteration 181Q: 44 clusters Score -8.740801e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 86441 members 
Mstep: Class 3 contains 58401 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 34822 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 140542 members 
Mstep: Class 8 contains 89353 members 
Mstep: Class 9 contains 2343 members 
Mstep: Class 10 contains 64777 members 
Mstep: Class 11 contains 20389 members 
Mstep: Class 12 contains 30125 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 29966 members 
Mstep: Class 19 contains 58339 members 
Mstep: Class 20 contains 70630 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 110926 members 
Mstep: Class 23 contains 82500 members 
Mstep: Class 24 contains 11598 members 
Mstep: Class 25 contains 2144 members 
Mstep: Class 26 contains 13322 members 
Mstep: Class 27 contains 160534 members 
Mstep: Class 28 contains 3842 members 
Mstep: Class 29 contains 717 members 
Mstep: Class 30 contains 85903 members 
Mstep: Class 31 contains 47630 members 
Mstep: Class 32 contains 16400 members 
Mstep: Class 33 contains 120111 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 2804 members 
Mstep: Class 36 contains 137399 members 
Mstep: Class 37 contains 14104 members 
Mstep: Class 38 contains 30059 members 
Mstep: Class 39 contains 59855 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 10992 members 
Mstep: Class 42 contains 5157 members 
Mstep: Class 43 contains 102318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408768.000000 Penalty: 28102.771484
Iteration 182Q: 44 clusters Score -8.740877e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 86443 members 
Mstep: Class 3 contains 58532 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 35153 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 140137 members 
Mstep: Class 8 contains 88782 members 
Mstep: Class 9 contains 2340 members 
Mstep: Class 10 contains 64511 members 
Mstep: Class 11 contains 20232 members 
Mstep: Class 12 contains 30822 members 
Mstep: Class 13 contains 5158 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 29409 members 
Mstep: Class 19 contains 58423 members 
Mstep: Class 20 contains 70432 members 
Mstep: Class 21 contains 1618 members 
Mstep: Class 22 contains 110938 members 
Mstep: Class 23 contains 82389 members 
Mstep: Class 24 contains 11571 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 13317 members 
Mstep: Class 27 contains 160502 members 
Mstep: Class 28 contains 3868 members 
Mstep: Class 29 contains 716 members 
Mstep: Class 30 contains 85736 members 
Mstep: Class 31 contains 47446 members 
Mstep: Class 32 contains 16520 members 
Mstep: Class 33 contains 119916 members 
Mstep: Class 34 contains 724 members 
Mstep: Class 35 contains 2794 members 
Mstep: Class 36 contains 137530 members 
Mstep: Class 37 contains 14231 members 
Mstep: Class 38 contains 30298 members 
Mstep: Class 39 contains 60451 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 11067 members 
Mstep: Class 42 contains 5161 members 
Mstep: Class 43 contains 102727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408584.000000 Penalty: 28102.771484
Iteration 183Q: 44 clusters Score -8.740858e+07 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 86440 members 
Mstep: Class 3 contains 58676 members 
Mstep: Class 4 contains 2182 members 
Mstep: Class 5 contains 35498 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 139712 members 
Mstep: Class 8 contains 88273 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 10 contains 64221 members 
Mstep: Class 11 contains 20081 members 
Mstep: Class 12 contains 31493 members 
Mstep: Class 13 contains 5157 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 28860 members 
Mstep: Class 19 contains 58510 members 
Mstep: Class 20 contains 70227 members 
Mstep: Class 21 contains 1613 members 
Mstep: Class 22 contains 110937 members 
Mstep: Class 23 contains 82231 members 
Mstep: Class 24 contains 11552 members 
Mstep: Class 25 contains 2139 members 
Mstep: Class 26 contains 13311 members 
Mstep: Class 27 contains 160500 members 
Mstep: Class 28 contains 3886 members 
Mstep: Class 29 contains 714 members 
Mstep: Class 30 contains 85602 members 
Mstep: Class 31 contains 47258 members 
Mstep: Class 32 contains 16714 members 
Mstep: Class 33 contains 119695 members 
Mstep: Class 34 contains 722 members 
Mstep: Class 35 contains 2780 members 
Mstep: Class 36 contains 137672 members 
Mstep: Class 37 contains 14363 members 
Mstep: Class 38 contains 30546 members 
Mstep: Class 39 contains 61028 members 
Mstep: Class 40 contains 177 members 
Mstep: Class 41 contains 11150 members 
Mstep: Class 42 contains 5162 members 
Mstep: Class 43 contains 103029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409008.000000 Penalty: 28102.771484
Iteration 184Q: 44 clusters Score -8.740901e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 86444 members 
Mstep: Class 3 contains 58765 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 35843 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 139347 members 
Mstep: Class 8 contains 87808 members 
Mstep: Class 9 contains 2343 members 
Mstep: Class 10 contains 63901 members 
Mstep: Class 11 contains 19938 members 
Mstep: Class 12 contains 32172 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 1320 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 28221 members 
Mstep: Class 19 contains 58551 members 
Mstep: Class 20 contains 70010 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 110915 members 
Mstep: Class 23 contains 82123 members 
Mstep: Class 24 contains 11527 members 
Mstep: Class 25 contains 2143 members 
Mstep: Class 26 contains 13298 members 
Mstep: Class 27 contains 160470 members 
Mstep: Class 28 contains 3898 members 
Mstep: Class 29 contains 706 members 
Mstep: Class 30 contains 85497 members 
Mstep: Class 31 contains 47074 members 
Mstep: Class 32 contains 16940 members 
Mstep: Class 33 contains 119443 members 
Mstep: Class 34 contains 721 members 
Mstep: Class 35 contains 2770 members 
Mstep: Class 36 contains 137820 members 
Mstep: Class 37 contains 14497 members 
Mstep: Class 38 contains 30798 members 
Mstep: Class 39 contains 61668 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 11235 members 
Mstep: Class 42 contains 5155 members 
Mstep: Class 43 contains 103331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408880.000000 Penalty: 28102.771484
Iteration 185Q: 44 clusters Score -8.740888e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 86437 members 
Mstep: Class 3 contains 58893 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 36148 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 7 contains 138933 members 
Mstep: Class 8 contains 87341 members 
Mstep: Class 9 contains 2340 members 
Mstep: Class 10 contains 63516 members 
Mstep: Class 11 contains 19808 members 
Mstep: Class 12 contains 32844 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 27600 members 
Mstep: Class 19 contains 58691 members 
Mstep: Class 20 contains 69802 members 
Mstep: Class 21 contains 1601 members 
Mstep: Class 22 contains 110938 members 
Mstep: Class 23 contains 81983 members 
Mstep: Class 24 contains 11504 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 13284 members 
Mstep: Class 27 contains 160377 members 
Mstep: Class 28 contains 3916 members 
Mstep: Class 29 contains 701 members 
Mstep: Class 30 contains 85410 members 
Mstep: Class 31 contains 46884 members 
Mstep: Class 32 contains 17171 members 
Mstep: Class 33 contains 119241 members 
Mstep: Class 34 contains 718 members 
Mstep: Class 35 contains 2765 members 
Mstep: Class 36 contains 137991 members 
Mstep: Class 37 contains 14619 members 
Mstep: Class 38 contains 31047 members 
Mstep: Class 39 contains 62282 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 11333 members 
Mstep: Class 42 contains 5152 members 
Mstep: Class 43 contains 103614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409656.000000 Penalty: 28102.771484
Iteration 186Q: 44 clusters Score -8.740966e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 86448 members 
Mstep: Class 3 contains 59068 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 36468 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 138518 members 
Mstep: Class 8 contains 86889 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 10 contains 63165 members 
Mstep: Class 11 contains 19657 members 
Mstep: Class 12 contains 33512 members 
Mstep: Class 13 contains 5172 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 26981 members 
Mstep: Class 19 contains 58841 members 
Mstep: Class 20 contains 69589 members 
Mstep: Class 21 contains 1598 members 
Mstep: Class 22 contains 110936 members 
Mstep: Class 23 contains 81825 members 
Mstep: Class 24 contains 11466 members 
Mstep: Class 25 contains 2159 members 
Mstep: Class 26 contains 13265 members 
Mstep: Class 27 contains 160314 members 
Mstep: Class 28 contains 3933 members 
Mstep: Class 29 contains 691 members 
Mstep: Class 30 contains 85303 members 
Mstep: Class 31 contains 46730 members 
Mstep: Class 32 contains 17354 members 
Mstep: Class 33 contains 119029 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 2759 members 
Mstep: Class 36 contains 138180 members 
Mstep: Class 37 contains 14729 members 
Mstep: Class 38 contains 31317 members 
Mstep: Class 39 contains 62895 members 
Mstep: Class 40 contains 178 members 
Mstep: Class 41 contains 11406 members 
Mstep: Class 42 contains 5152 members 
Mstep: Class 43 contains 103886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410880.000000 Penalty: 28102.771484
Iteration 187Q: 44 clusters Score -8.741088e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 86471 members 
Mstep: Class 3 contains 59178 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 36798 members 
Mstep: Class 6 contains 2446 members 
Mstep: Class 7 contains 138032 members 
Mstep: Class 8 contains 86449 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 10 contains 62825 members 
Mstep: Class 11 contains 19480 members 
Mstep: Class 12 contains 34175 members 
Mstep: Class 13 contains 5174 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 1477 members 
Mstep: Class 17 contains 2067 members 
Mstep: Class 18 contains 26353 members 
Mstep: Class 19 contains 58992 members 
Mstep: Class 20 contains 69433 members 
Mstep: Class 21 contains 1588 members 
Mstep: Class 22 contains 110951 members 
Mstep: Class 23 contains 81674 members 
Mstep: Class 24 contains 11436 members 
Mstep: Class 25 contains 2173 members 
Mstep: Class 26 contains 13233 members 
Mstep: Class 27 contains 160228 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 687 members 
Mstep: Class 30 contains 85229 members 
Mstep: Class 31 contains 46573 members 
Mstep: Class 32 contains 17567 members 
Mstep: Class 33 contains 118786 members 
Mstep: Class 34 contains 715 members 
Mstep: Class 35 contains 2753 members 
Mstep: Class 36 contains 138336 members 
Mstep: Class 37 contains 14854 members 
Mstep: Class 38 contains 31544 members 
Mstep: Class 39 contains 63674 members 
Mstep: Class 40 contains 177 members 
Mstep: Class 41 contains 11475 members 
Mstep: Class 42 contains 5159 members 
Mstep: Class 43 contains 104112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87411968.000000 Penalty: 28102.771484
Iteration 188Q: 44 clusters Score -8.741197e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 86499 members 
Mstep: Class 3 contains 59326 members 
Mstep: Class 4 contains 2095 members 
Mstep: Class 5 contains 37112 members 
Mstep: Class 6 contains 2435 members 
Mstep: Class 7 contains 137548 members 
Mstep: Class 8 contains 86027 members 
Mstep: Class 9 contains 2343 members 
Mstep: Class 10 contains 62519 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 34846 members 
Mstep: Class 13 contains 5185 members 
Mstep: Class 14 contains 2335 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 2052 members 
Mstep: Class 18 contains 25716 members 
Mstep: Class 19 contains 59186 members 
Mstep: Class 20 contains 69302 members 
Mstep: Class 21 contains 1573 members 
Mstep: Class 22 contains 110933 members 
Mstep: Class 23 contains 81452 members 
Mstep: Class 24 contains 11402 members 
Mstep: Class 25 contains 2181 members 
Mstep: Class 26 contains 13200 members 
Mstep: Class 27 contains 160077 members 
Mstep: Class 28 contains 3952 members 
Mstep: Class 29 contains 682 members 
Mstep: Class 30 contains 85155 members 
Mstep: Class 31 contains 46424 members 
Mstep: Class 32 contains 17721 members 
Mstep: Class 33 contains 118534 members 
Mstep: Class 34 contains 713 members 
Mstep: Class 35 contains 2746 members 
Mstep: Class 36 contains 138552 members 
Mstep: Class 37 contains 14992 members 
Mstep: Class 38 contains 31775 members 
Mstep: Class 39 contains 64345 members 
Mstep: Class 40 contains 175 members 
Mstep: Class 41 contains 11552 members 
Mstep: Class 42 contains 5158 members 
Mstep: Class 43 contains 104458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87412584.000000 Penalty: 28102.771484
Iteration 189Q: 44 clusters Score -8.741258e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 86529 members 
Mstep: Class 3 contains 59471 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 37411 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 137083 members 
Mstep: Class 8 contains 85605 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 62139 members 
Mstep: Class 11 contains 19166 members 
Mstep: Class 12 contains 35516 members 
Mstep: Class 13 contains 5189 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1466 members 
Mstep: Class 17 contains 2036 members 
Mstep: Class 18 contains 25060 members 
Mstep: Class 19 contains 59385 members 
Mstep: Class 20 contains 69167 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 110926 members 
Mstep: Class 23 contains 81214 members 
Mstep: Class 24 contains 11360 members 
Mstep: Class 25 contains 2191 members 
Mstep: Class 26 contains 13166 members 
Mstep: Class 27 contains 160002 members 
Mstep: Class 28 contains 3962 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 85076 members 
Mstep: Class 31 contains 46281 members 
Mstep: Class 32 contains 17927 members 
Mstep: Class 33 contains 118279 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 2741 members 
Mstep: Class 36 contains 138755 members 
Mstep: Class 37 contains 15134 members 
Mstep: Class 38 contains 31972 members 
Mstep: Class 39 contains 65032 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 11636 members 
Mstep: Class 42 contains 5168 members 
Mstep: Class 43 contains 104769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413104.000000 Penalty: 28102.771484
Iteration 190Q: 44 clusters Score -8.74131e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 86541 members 
Mstep: Class 3 contains 59563 members 
Mstep: Class 4 contains 2044 members 
Mstep: Class 5 contains 37709 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 136582 members 
Mstep: Class 8 contains 85220 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 61743 members 
Mstep: Class 11 contains 19009 members 
Mstep: Class 12 contains 36148 members 
Mstep: Class 13 contains 5201 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 2032 members 
Mstep: Class 18 contains 24411 members 
Mstep: Class 19 contains 59607 members 
Mstep: Class 20 contains 69029 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 110920 members 
Mstep: Class 23 contains 80963 members 
Mstep: Class 24 contains 11324 members 
Mstep: Class 25 contains 2196 members 
Mstep: Class 26 contains 13109 members 
Mstep: Class 27 contains 159945 members 
Mstep: Class 28 contains 3969 members 
Mstep: Class 29 contains 673 members 
Mstep: Class 30 contains 85053 members 
Mstep: Class 31 contains 46149 members 
Mstep: Class 32 contains 18121 members 
Mstep: Class 33 contains 118006 members 
Mstep: Class 34 contains 701 members 
Mstep: Class 35 contains 2737 members 
Mstep: Class 36 contains 138977 members 
Mstep: Class 37 contains 15292 members 
Mstep: Class 38 contains 32186 members 
Mstep: Class 39 contains 65809 members 
Mstep: Class 40 contains 173 members 
Mstep: Class 41 contains 11722 members 
Mstep: Class 42 contains 5174 members 
Mstep: Class 43 contains 104997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87413784.000000 Penalty: 28102.771484
Iteration 191Q: 44 clusters Score -8.741378e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 86575 members 
Mstep: Class 3 contains 59519 members 
Mstep: Class 4 contains 2010 members 
Mstep: Class 5 contains 37986 members 
Mstep: Class 6 contains 2390 members 
Mstep: Class 7 contains 136138 members 
Mstep: Class 8 contains 84880 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 61305 members 
Mstep: Class 11 contains 18884 members 
Mstep: Class 12 contains 36791 members 
Mstep: Class 13 contains 5207 members 
Mstep: Class 14 contains 2320 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 2023 members 
Mstep: Class 18 contains 23762 members 
Mstep: Class 19 contains 59841 members 
Mstep: Class 20 contains 68922 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 110947 members 
Mstep: Class 23 contains 80675 members 
Mstep: Class 24 contains 11288 members 
Mstep: Class 25 contains 2198 members 
Mstep: Class 26 contains 13060 members 
Mstep: Class 27 contains 159892 members 
Mstep: Class 28 contains 3980 members 
Mstep: Class 29 contains 671 members 
Mstep: Class 30 contains 85068 members 
Mstep: Class 31 contains 46039 members 
Mstep: Class 32 contains 18301 members 
Mstep: Class 33 contains 117701 members 
Mstep: Class 34 contains 694 members 
Mstep: Class 35 contains 2727 members 
Mstep: Class 36 contains 139203 members 
Mstep: Class 37 contains 15449 members 
Mstep: Class 38 contains 32401 members 
Mstep: Class 39 contains 66632 members 
Mstep: Class 40 contains 172 members 
Mstep: Class 41 contains 11773 members 
Mstep: Class 42 contains 5187 members 
Mstep: Class 43 contains 105202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87414136.000000 Penalty: 28102.771484
Iteration 192Q: 44 clusters Score -8.741414e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 86583 members 
Mstep: Class 3 contains 59428 members 
Mstep: Class 4 contains 1989 members 
Mstep: Class 5 contains 38294 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 135775 members 
Mstep: Class 8 contains 84525 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 60832 members 
Mstep: Class 11 contains 18756 members 
Mstep: Class 12 contains 37437 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 2008 members 
Mstep: Class 18 contains 23103 members 
Mstep: Class 19 contains 60155 members 
Mstep: Class 20 contains 68795 members 
Mstep: Class 21 contains 1515 members 
Mstep: Class 22 contains 110940 members 
Mstep: Class 23 contains 80389 members 
Mstep: Class 24 contains 11259 members 
Mstep: Class 25 contains 2204 members 
Mstep: Class 26 contains 13017 members 
Mstep: Class 27 contains 159830 members 
Mstep: Class 28 contains 3989 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 85078 members 
Mstep: Class 31 contains 45921 members 
Mstep: Class 32 contains 18460 members 
Mstep: Class 33 contains 117408 members 
Mstep: Class 34 contains 691 members 
Mstep: Class 35 contains 2720 members 
Mstep: Class 36 contains 139412 members 
Mstep: Class 37 contains 15608 members 
Mstep: Class 38 contains 32583 members 
Mstep: Class 39 contains 67400 members 
Mstep: Class 40 contains 171 members 
Mstep: Class 41 contains 11833 members 
Mstep: Class 42 contains 5200 members 
Mstep: Class 43 contains 105498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87414632.000000 Penalty: 28102.771484
Iteration 193Q: 44 clusters Score -8.741463e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 86605 members 
Mstep: Class 3 contains 59266 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 38606 members 
Mstep: Class 6 contains 2341 members 
Mstep: Class 7 contains 135508 members 
Mstep: Class 8 contains 84176 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 60326 members 
Mstep: Class 11 contains 18621 members 
Mstep: Class 12 contains 38102 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 2300 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 1999 members 
Mstep: Class 18 contains 22441 members 
Mstep: Class 19 contains 60474 members 
Mstep: Class 20 contains 68670 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 110933 members 
Mstep: Class 23 contains 80053 members 
Mstep: Class 24 contains 11238 members 
Mstep: Class 25 contains 2212 members 
Mstep: Class 26 contains 12958 members 
Mstep: Class 27 contains 159788 members 
Mstep: Class 28 contains 4002 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 85130 members 
Mstep: Class 31 contains 45805 members 
Mstep: Class 32 contains 18683 members 
Mstep: Class 33 contains 117057 members 
Mstep: Class 34 contains 688 members 
Mstep: Class 35 contains 2713 members 
Mstep: Class 36 contains 139621 members 
Mstep: Class 37 contains 15763 members 
Mstep: Class 38 contains 32725 members 
Mstep: Class 39 contains 68196 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 11895 members 
Mstep: Class 42 contains 5207 members 
Mstep: Class 43 contains 105760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87415344.000000 Penalty: 28102.771484
Iteration 194Q: 44 clusters Score -8.741534e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 86632 members 
Mstep: Class 3 contains 59129 members 
Mstep: Class 4 contains 1914 members 
Mstep: Class 5 contains 38889 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 135177 members 
Mstep: Class 8 contains 83813 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 59865 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 38771 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 2285 members 
Mstep: Class 15 contains 1335 members 
Mstep: Class 16 contains 1455 members 
Mstep: Class 17 contains 1989 members 
Mstep: Class 18 contains 21792 members 
Mstep: Class 19 contains 60808 members 
Mstep: Class 20 contains 68524 members 
Mstep: Class 21 contains 1497 members 
Mstep: Class 22 contains 110921 members 
Mstep: Class 23 contains 79675 members 
Mstep: Class 24 contains 11212 members 
Mstep: Class 25 contains 2219 members 
Mstep: Class 26 contains 12910 members 
Mstep: Class 27 contains 159785 members 
Mstep: Class 28 contains 4018 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 85177 members 
Mstep: Class 31 contains 45692 members 
Mstep: Class 32 contains 18930 members 
Mstep: Class 33 contains 116706 members 
Mstep: Class 34 contains 685 members 
Mstep: Class 35 contains 2711 members 
Mstep: Class 36 contains 139809 members 
Mstep: Class 37 contains 15922 members 
Mstep: Class 38 contains 32854 members 
Mstep: Class 39 contains 68848 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 11967 members 
Mstep: Class 42 contains 5214 members 
Mstep: Class 43 contains 106186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87415528.000000 Penalty: 28102.771484
Iteration 195Q: 44 clusters Score -8.741553e+07 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 86655 members 
Mstep: Class 3 contains 58863 members 
Mstep: Class 4 contains 1881 members 
Mstep: Class 5 contains 39168 members 
Mstep: Class 6 contains 2320 members 
Mstep: Class 7 contains 134825 members 
Mstep: Class 8 contains 83453 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 59438 members 
Mstep: Class 11 contains 18300 members 
Mstep: Class 12 contains 39408 members 
Mstep: Class 13 contains 5222 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 1971 members 
Mstep: Class 18 contains 21160 members 
Mstep: Class 19 contains 61249 members 
Mstep: Class 20 contains 68397 members 
Mstep: Class 21 contains 1485 members 
Mstep: Class 22 contains 110922 members 
Mstep: Class 23 contains 79260 members 
Mstep: Class 24 contains 11185 members 
Mstep: Class 25 contains 2230 members 
Mstep: Class 26 contains 12864 members 
Mstep: Class 27 contains 159791 members 
Mstep: Class 28 contains 4039 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 85235 members 
Mstep: Class 31 contains 45587 members 
Mstep: Class 32 contains 19144 members 
Mstep: Class 33 contains 116356 members 
Mstep: Class 34 contains 683 members 
Mstep: Class 35 contains 2708 members 
Mstep: Class 36 contains 140000 members 
Mstep: Class 37 contains 16098 members 
Mstep: Class 38 contains 32972 members 
Mstep: Class 39 contains 69360 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12031 members 
Mstep: Class 42 contains 5229 members 
Mstep: Class 43 contains 106817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87415384.000000 Penalty: 28102.771484
Iteration 196Q: 44 clusters Score -8.741538e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 86683 members 
Mstep: Class 3 contains 58579 members 
Mstep: Class 4 contains 1862 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 134499 members 
Mstep: Class 8 contains 83103 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 58915 members 
Mstep: Class 11 contains 18128 members 
Mstep: Class 12 contains 40035 members 
Mstep: Class 13 contains 5225 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 1960 members 
Mstep: Class 18 contains 20541 members 
Mstep: Class 19 contains 61718 members 
Mstep: Class 20 contains 68287 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 110904 members 
Mstep: Class 23 contains 78912 members 
Mstep: Class 24 contains 11157 members 
Mstep: Class 25 contains 2236 members 
Mstep: Class 26 contains 12814 members 
Mstep: Class 27 contains 159761 members 
Mstep: Class 28 contains 4059 members 
Mstep: Class 29 contains 654 members 
Mstep: Class 30 contains 85357 members 
Mstep: Class 31 contains 45498 members 
Mstep: Class 32 contains 19362 members 
Mstep: Class 33 contains 115983 members 
Mstep: Class 34 contains 678 members 
Mstep: Class 35 contains 2704 members 
Mstep: Class 36 contains 140201 members 
Mstep: Class 37 contains 16262 members 
Mstep: Class 38 contains 33090 members 
Mstep: Class 39 contains 69868 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 12080 members 
Mstep: Class 42 contains 5235 members 
Mstep: Class 43 contains 107407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416000.000000 Penalty: 28102.771484
Iteration 197Q: 44 clusters Score -8.7416e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 86705 members 
Mstep: Class 3 contains 58253 members 
Mstep: Class 4 contains 1841 members 
Mstep: Class 5 contains 39759 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 134213 members 
Mstep: Class 8 contains 82755 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 58395 members 
Mstep: Class 11 contains 17983 members 
Mstep: Class 12 contains 40670 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 2242 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 19887 members 
Mstep: Class 19 contains 62186 members 
Mstep: Class 20 contains 68130 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 110873 members 
Mstep: Class 23 contains 78538 members 
Mstep: Class 24 contains 11123 members 
Mstep: Class 25 contains 2238 members 
Mstep: Class 26 contains 12766 members 
Mstep: Class 27 contains 159802 members 
Mstep: Class 28 contains 4078 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 85500 members 
Mstep: Class 31 contains 45425 members 
Mstep: Class 32 contains 19607 members 
Mstep: Class 33 contains 115591 members 
Mstep: Class 34 contains 672 members 
Mstep: Class 35 contains 2696 members 
Mstep: Class 36 contains 140397 members 
Mstep: Class 37 contains 16414 members 
Mstep: Class 38 contains 33239 members 
Mstep: Class 39 contains 70306 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 12119 members 
Mstep: Class 42 contains 5248 members 
Mstep: Class 43 contains 108027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417160.000000 Penalty: 28102.771484
Iteration 198Q: 44 clusters Score -8.741716e+07 nChanged 9628
Entering ConstructFrom: 
Score: -87417160.000000 Penalty: 28102.771484
Entering ConstructFrom: 
Trying to split cluster 1 (5639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Entering Unmasked Estep 
Score: -303304.156250 Penalty: 393.004517
	Iteration 0F: 2 clusters Score -303304.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -299504.968750 Penalty: 786.009033
	Iteration 0F: 3 clusters Score -299505 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -301101.375000 Penalty: 786.009033
	Iteration 1F: 3 clusters Score -301101.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -301382.593750 Penalty: 786.009033
	Iteration 2F: 3 clusters Score -301382.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -301714.406250 Penalty: 786.009033
	Iteration 3F: 3 clusters Score -301714.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -302036.375000 Penalty: 786.009033
	Iteration 4F: 3 clusters Score -302036.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -302232.062500 Penalty: 786.009033
	Iteration 5F: 3 clusters Score -302232.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -302317.031250 Penalty: 786.009033
	Iteration 6Q: 3 clusters Score -302317 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -302376.968750 Penalty: 786.009033
	Iteration 7Q: 3 clusters Score -302377 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -302407.593750 Penalty: 786.009033
	Iteration 8Q: 3 clusters Score -302407.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -302434.562500 Penalty: 786.009033
	Iteration 9Q: 3 clusters Score -302434.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -302456.406250 Penalty: 786.009033
	Iteration 10Q: 3 clusters Score -302456.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -302478.781250 Penalty: 786.009033
	Iteration 11Q: 3 clusters Score -302478.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -302499.843750 Penalty: 786.009033
	Iteration 12Q: 3 clusters Score -302499.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -302520.218750 Penalty: 786.009033
	Iteration 13Q: 3 clusters Score -302520.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -302542.843750 Penalty: 786.009033
	Iteration 14Q: 3 clusters Score -302542.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -302572.562500 Penalty: 786.009033
	Iteration 15Q: 3 clusters Score -302572.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -302608.500000 Penalty: 786.009033
	Iteration 16Q: 3 clusters Score -302608.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -302638.906250 Penalty: 786.009033
	Iteration 17Q: 3 clusters Score -302638.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -302660.312500 Penalty: 786.009033
	Iteration 18Q: 3 clusters Score -302660.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -302673.000000 Penalty: 786.009033
	Iteration 19Q: 3 clusters Score -302673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -302686.593750 Penalty: 786.009033
	Iteration 20F: 3 clusters Score -302686.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -302703.125000 Penalty: 786.009033
	Iteration 21Q: 3 clusters Score -302703.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -302715.218750 Penalty: 786.009033
	Iteration 22Q: 3 clusters Score -302715.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -302726.625000 Penalty: 786.009033
	Iteration 23Q: 3 clusters Score -302726.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -302740.500000 Penalty: 786.009033
	Iteration 24Q: 3 clusters Score -302740.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -302753.218750 Penalty: 786.009033
	Iteration 25Q: 3 clusters Score -302753.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -302769.093750 Penalty: 786.009033
	Iteration 26Q: 3 clusters Score -302769.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -302783.718750 Penalty: 786.009033
	Iteration 27Q: 3 clusters Score -302783.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -302799.062500 Penalty: 786.009033
	Iteration 28Q: 3 clusters Score -302799.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -302811.093750 Penalty: 786.009033
	Iteration 29Q: 3 clusters Score -302811.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -302816.343750 Penalty: 786.009033
	Iteration 30Q: 3 clusters Score -302816.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -302820.375000 Penalty: 786.009033
	Iteration 31Q: 3 clusters Score -302820.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -302823.625000 Penalty: 786.009033
	Iteration 32Q: 3 clusters Score -302823.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -302827.781250 Penalty: 786.009033
	Iteration 33Q: 3 clusters Score -302827.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -302832.687500 Penalty: 786.009033
	Iteration 34Q: 3 clusters Score -302832.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -302838.875000 Penalty: 786.009033
	Iteration 35Q: 3 clusters Score -302838.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -302844.562500 Penalty: 786.009033
	Iteration 36Q: 3 clusters Score -302844.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -302853.125000 Penalty: 786.009033
	Iteration 37Q: 3 clusters Score -302853.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -302861.031250 Penalty: 786.009033
	Iteration 38Q: 3 clusters Score -302861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -302870.625000 Penalty: 786.009033
	Iteration 39Q: 3 clusters Score -302870.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -302880.781250 Penalty: 786.009033
	Iteration 40F: 3 clusters Score -302880.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -302891.187500 Penalty: 786.009033
	Iteration 41Q: 3 clusters Score -302891.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -302897.593750 Penalty: 786.009033
	Iteration 42Q: 3 clusters Score -302897.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -302905.093750 Penalty: 786.009033
	Iteration 43Q: 3 clusters Score -302905.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -302913.031250 Penalty: 786.009033
	Iteration 44Q: 3 clusters Score -302913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -302927.687500 Penalty: 786.009033
	Iteration 45Q: 3 clusters Score -302927.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -302941.718750 Penalty: 786.009033
	Iteration 46Q: 3 clusters Score -302941.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -302957.937500 Penalty: 786.009033
	Iteration 47Q: 3 clusters Score -302957.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -302972.312500 Penalty: 786.009033
	Iteration 48Q: 3 clusters Score -302972.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -302986.406250 Penalty: 786.009033
	Iteration 49Q: 3 clusters Score -302986.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -302993.031250 Penalty: 786.009033
	Iteration 50Q: 3 clusters Score -302993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -303004.531250 Penalty: 786.009033
	Iteration 51Q: 3 clusters Score -303004.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -303019.500000 Penalty: 786.009033
	Iteration 52Q: 3 clusters Score -303019.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -303039.968750 Penalty: 786.009033
	Iteration 53Q: 3 clusters Score -303040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -303077.593750 Penalty: 786.009033
	Iteration 54Q: 3 clusters Score -303077.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -303116.031250 Penalty: 786.009033
	Iteration 55Q: 3 clusters Score -303116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -303143.812500 Penalty: 786.009033
	Iteration 56Q: 3 clusters Score -303143.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -303162.750000 Penalty: 786.009033
	Iteration 57Q: 3 clusters Score -303162.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -303173.812500 Penalty: 786.009033
	Iteration 58Q: 3 clusters Score -303173.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -303192.593750 Penalty: 786.009033
	Iteration 59Q: 3 clusters Score -303192.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -303213.875000 Penalty: 786.009033
	Iteration 60F: 3 clusters Score -303213.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -303237.031250 Penalty: 786.009033
	Iteration 61Q: 3 clusters Score -303237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -303250.593750 Penalty: 786.009033
	Iteration 62Q: 3 clusters Score -303250.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -303260.500000 Penalty: 786.009033
	Iteration 63Q: 3 clusters Score -303260.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -303270.062500 Penalty: 786.009033
	Iteration 64Q: 3 clusters Score -303270.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -303276.281250 Penalty: 786.009033
	Iteration 65Q: 3 clusters Score -303276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -303277.406250 Penalty: 786.009033
	Iteration 66Q: 3 clusters Score -303277.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -303278.062500 Penalty: 786.009033
	Iteration 67Q: 3 clusters Score -303278.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -303279.031250 Penalty: 786.009033
	Iteration 68Q: 3 clusters Score -303279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -303279.218750 Penalty: 786.009033
	Iteration 69Q: 3 clusters Score -303279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -303279.656250 Penalty: 786.009033
	Iteration 70Q: 3 clusters Score -303279.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -303279.656250 Penalty: 786.009033
	Iteration 71F: 3 clusters Score -303279.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Entering Unmasked Estep 
Score: -4580141.000000 Penalty: 517.385437
	Iteration 0F: 2 clusters Score -4580141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -4522096.000000 Penalty: 1034.770874
	Iteration 0F: 3 clusters Score -4522096 nChanged 42299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -4547342.500000 Penalty: 1034.770874
	Iteration 1F: 3 clusters Score -4547342 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -4548389.500000 Penalty: 1034.770874
	Iteration 2Q: 3 clusters Score -4548390 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -4549904.500000 Penalty: 1034.770874
	Iteration 3Q: 3 clusters Score -4549904 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -4552198.000000 Penalty: 1034.770874
	Iteration 4Q: 3 clusters Score -4552198 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -4555669.500000 Penalty: 1034.770874
	Iteration 5F: 3 clusters Score -4555670 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -4560526.000000 Penalty: 1034.770874
	Iteration 6F: 3 clusters Score -4560526 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -4565421.500000 Penalty: 1034.770874
	Iteration 7F: 3 clusters Score -4565422 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -4568093.500000 Penalty: 1034.770874
	Iteration 8F: 3 clusters Score -4568094 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -4568931.500000 Penalty: 1034.770874
	Iteration 9Q: 3 clusters Score -4568932 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -4569292.500000 Penalty: 1034.770874
	Iteration 10Q: 3 clusters Score -4569292 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -4569615.000000 Penalty: 1034.770874
	Iteration 11Q: 3 clusters Score -4569615 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -4569888.500000 Penalty: 1034.770874
	Iteration 12Q: 3 clusters Score -4569888 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -4570100.000000 Penalty: 1034.770874
	Iteration 13Q: 3 clusters Score -4570100 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -4570262.500000 Penalty: 1034.770874
	Iteration 14Q: 3 clusters Score -4570262 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -4570435.500000 Penalty: 1034.770874
	Iteration 15Q: 3 clusters Score -4570436 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -4570578.000000 Penalty: 1034.770874
	Iteration 16Q: 3 clusters Score -4570578 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -4570706.500000 Penalty: 1034.770874
	Iteration 17Q: 3 clusters Score -4570706 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -4570813.000000 Penalty: 1034.770874
	Iteration 18Q: 3 clusters Score -4570813 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -4570913.500000 Penalty: 1034.770874
	Iteration 19Q: 3 clusters Score -4570914 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -4571018.500000 Penalty: 1034.770874
	Iteration 20F: 3 clusters Score -4571018 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -4571098.000000 Penalty: 1034.770874
	Iteration 21Q: 3 clusters Score -4571098 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -4571192.000000 Penalty: 1034.770874
	Iteration 22Q: 3 clusters Score -4571192 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -4571285.500000 Penalty: 1034.770874
	Iteration 23Q: 3 clusters Score -4571286 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -4571380.000000 Penalty: 1034.770874
	Iteration 24Q: 3 clusters Score -4571380 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -4571468.000000 Penalty: 1034.770874
	Iteration 25Q: 3 clusters Score -4571468 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 52721 members 
Entering Unmasked Estep 
Score: -4571547.000000 Penalty: 1034.770874
	Iteration 26Q: 3 clusters Score -4571547 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -4571599.500000 Penalty: 1034.770874
	Iteration 27Q: 3 clusters Score -4571600 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -4571709.000000 Penalty: 1034.770874
	Iteration 28Q: 3 clusters Score -4571709 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -4571787.500000 Penalty: 1034.770874
	Iteration 29Q: 3 clusters Score -4571788 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 55051 members 
Entering Unmasked Estep 
Score: -4571868.000000 Penalty: 1034.770874
	Iteration 30Q: 3 clusters Score -4571868 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -4571959.500000 Penalty: 1034.770874
	Iteration 31Q: 3 clusters Score -4571960 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -4572052.500000 Penalty: 1034.770874
	Iteration 32Q: 3 clusters Score -4572052 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -4572165.000000 Penalty: 1034.770874
	Iteration 33Q: 3 clusters Score -4572165 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -4572330.000000 Penalty: 1034.770874
	Iteration 34Q: 3 clusters Score -4572330 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 58520 members 
Entering Unmasked Estep 
Score: -4572463.500000 Penalty: 1034.770874
	Iteration 35Q: 3 clusters Score -4572464 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -4572561.500000 Penalty: 1034.770874
	Iteration 36Q: 3 clusters Score -4572562 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -4572656.500000 Penalty: 1034.770874
	Iteration 37Q: 3 clusters Score -4572656 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -4572803.500000 Penalty: 1034.770874
	Iteration 38Q: 3 clusters Score -4572804 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -4572947.500000 Penalty: 1034.770874
	Iteration 39Q: 3 clusters Score -4572948 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -4573083.000000 Penalty: 1034.770874
	Iteration 40F: 3 clusters Score -4573083 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 63158 members 
Entering Unmasked Estep 
Score: -4573246.500000 Penalty: 1034.770874
	Iteration 41Q: 3 clusters Score -4573246 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
Score: -4573380.000000 Penalty: 1034.770874
	Iteration 42Q: 3 clusters Score -4573380 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -4573544.000000 Penalty: 1034.770874
	Iteration 43Q: 3 clusters Score -4573544 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -4573704.500000 Penalty: 1034.770874
	Iteration 44Q: 3 clusters Score -4573704 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -4573865.500000 Penalty: 1034.770874
	Iteration 45Q: 3 clusters Score -4573866 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 67119 members 
Entering Unmasked Estep 
Score: -4574069.000000 Penalty: 1034.770874
	Iteration 46Q: 3 clusters Score -4574069 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -4574226.000000 Penalty: 1034.770874
	Iteration 47Q: 3 clusters Score -4574226 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 68737 members 
Entering Unmasked Estep 
Score: -4574399.000000 Penalty: 1034.770874
	Iteration 48Q: 3 clusters Score -4574399 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -4574553.000000 Penalty: 1034.770874
	Iteration 49Q: 3 clusters Score -4574553 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -4574709.500000 Penalty: 1034.770874
	Iteration 50Q: 3 clusters Score -4574710 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -4574862.000000 Penalty: 1034.770874
	Iteration 51Q: 3 clusters Score -4574862 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -4575044.000000 Penalty: 1034.770874
	Iteration 52Q: 3 clusters Score -4575044 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -4575205.000000 Penalty: 1034.770874
	Iteration 53Q: 3 clusters Score -4575205 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -4575362.000000 Penalty: 1034.770874
	Iteration 54Q: 3 clusters Score -4575362 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -4575540.500000 Penalty: 1034.770874
	Iteration 55Q: 3 clusters Score -4575540 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -4575687.500000 Penalty: 1034.770874
	Iteration 56Q: 3 clusters Score -4575688 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -4575842.000000 Penalty: 1034.770874
	Iteration 57Q: 3 clusters Score -4575842 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 75723 members 
Entering Unmasked Estep 
Score: -4575962.500000 Penalty: 1034.770874
	Iteration 58Q: 3 clusters Score -4575962 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -4576117.000000 Penalty: 1034.770874
	Iteration 59Q: 3 clusters Score -4576117 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 76941 members 
Entering Unmasked Estep 
Score: -4576258.500000 Penalty: 1034.770874
	Iteration 60F: 3 clusters Score -4576258 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 77537 members 
Entering Unmasked Estep 
Score: -4576417.000000 Penalty: 1034.770874
	Iteration 61Q: 3 clusters Score -4576417 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -4576596.500000 Penalty: 1034.770874
	Iteration 62Q: 3 clusters Score -4576596 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -4576727.500000 Penalty: 1034.770874
	Iteration 63Q: 3 clusters Score -4576728 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -4576882.000000 Penalty: 1034.770874
	Iteration 64Q: 3 clusters Score -4576882 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -4577059.500000 Penalty: 1034.770874
	Iteration 65Q: 3 clusters Score -4577060 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -4577248.000000 Penalty: 1034.770874
	Iteration 66Q: 3 clusters Score -4577248 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -4577425.500000 Penalty: 1034.770874
	Iteration 67Q: 3 clusters Score -4577426 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 81691 members 
Entering Unmasked Estep 
Score: -4577603.500000 Penalty: 1034.770874
	Iteration 68Q: 3 clusters Score -4577604 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -4577824.000000 Penalty: 1034.770874
	Iteration 69Q: 3 clusters Score -4577824 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -4578056.500000 Penalty: 1034.770874
	Iteration 70Q: 3 clusters Score -4578056 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -4578264.500000 Penalty: 1034.770874
	Iteration 71Q: 3 clusters Score -4578264 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -4578481.500000 Penalty: 1034.770874
	Iteration 72Q: 3 clusters Score -4578482 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -4578679.500000 Penalty: 1034.770874
	Iteration 73Q: 3 clusters Score -4578680 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -4578832.500000 Penalty: 1034.770874
	Iteration 74Q: 3 clusters Score -4578832 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 85121 members 
Entering Unmasked Estep 
Score: -4578985.000000 Penalty: 1034.770874
	Iteration 75Q: 3 clusters Score -4578985 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -4579144.500000 Penalty: 1034.770874
	Iteration 76Q: 3 clusters Score -4579144 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -4579264.000000 Penalty: 1034.770874
	Iteration 77Q: 3 clusters Score -4579264 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -4579370.500000 Penalty: 1034.770874
	Iteration 78Q: 3 clusters Score -4579370 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -4579443.500000 Penalty: 1034.770874
	Iteration 79Q: 3 clusters Score -4579444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -4579494.500000 Penalty: 1034.770874
	Iteration 80F: 3 clusters Score -4579494 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -4579543.000000 Penalty: 1034.770874
	Iteration 81Q: 3 clusters Score -4579543 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -4579562.500000 Penalty: 1034.770874
	Iteration 82Q: 3 clusters Score -4579562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -4579580.000000 Penalty: 1034.770874
	Iteration 83Q: 3 clusters Score -4579580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 86367 members 
Entering Unmasked Estep 
Score: -4579594.000000 Penalty: 1034.770874
	Iteration 84Q: 3 clusters Score -4579594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -4579612.500000 Penalty: 1034.770874
	Iteration 85Q: 3 clusters Score -4579612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -4579632.500000 Penalty: 1034.770874
	Iteration 86Q: 3 clusters Score -4579632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 86464 members 
Entering Unmasked Estep 
Score: -4579640.500000 Penalty: 1034.770874
	Iteration 87Q: 3 clusters Score -4579640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -4579656.000000 Penalty: 1034.770874
	Iteration 88Q: 3 clusters Score -4579656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -4579658.500000 Penalty: 1034.770874
	Iteration 89Q: 3 clusters Score -4579658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -4579673.000000 Penalty: 1034.770874
	Iteration 90Q: 3 clusters Score -4579673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 86524 members 
Entering Unmasked Estep 
Score: -4579684.000000 Penalty: 1034.770874
	Iteration 91Q: 3 clusters Score -4579684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -4579689.000000 Penalty: 1034.770874
	Iteration 92Q: 3 clusters Score -4579689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -4579696.500000 Penalty: 1034.770874
	Iteration 93Q: 3 clusters Score -4579696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -4579699.000000 Penalty: 1034.770874
	Iteration 94Q: 3 clusters Score -4579699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -4579705.000000 Penalty: 1034.770874
	Iteration 95Q: 3 clusters Score -4579705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 86547 members 
Entering Unmasked Estep 
Score: -4579702.000000 Penalty: 1034.770874
	Iteration 96Q: 3 clusters Score -4579702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -4579703.000000 Penalty: 1034.770874
	Iteration 97Q: 3 clusters Score -4579703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -4579701.500000 Penalty: 1034.770874
	Iteration 98Q: 3 clusters Score -4579702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 86554 members 
Entering Unmasked Estep 
Score: -4579700.500000 Penalty: 1034.770874
	Iteration 99Q: 3 clusters Score -4579700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -4579703.000000 Penalty: 1034.770874
	Iteration 100F: 3 clusters Score -4579703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -4579705.500000 Penalty: 1034.770874
	Iteration 101Q: 3 clusters Score -4579706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -4579705.500000 Penalty: 1034.770874
	Iteration 102Q: 3 clusters Score -4579706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -4579708.000000 Penalty: 1034.770874
	Iteration 103Q: 3 clusters Score -4579708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -4579706.500000 Penalty: 1034.770874
	Iteration 104Q: 3 clusters Score -4579706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86567 members 
Entering Unmasked Estep 
Score: -4579706.500000 Penalty: 1034.770874
	Iteration 105Q: 3 clusters Score -4579706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 86568 members 
Entering Unmasked Estep 
Score: -4579709.000000 Penalty: 1034.770874
	Iteration 106Q: 3 clusters Score -4579709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -4579709.500000 Penalty: 1034.770874
	Iteration 107Q: 3 clusters Score -4579710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -4579715.000000 Penalty: 1034.770874
	Iteration 108Q: 3 clusters Score -4579715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -4579713.000000 Penalty: 1034.770874
	Iteration 109Q: 3 clusters Score -4579713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -4579714.500000 Penalty: 1034.770874
	Iteration 110Q: 3 clusters Score -4579714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 86578 members 
Entering Unmasked Estep 
Score: -4579715.000000 Penalty: 1034.770874
	Iteration 111Q: 3 clusters Score -4579715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -4579714.500000 Penalty: 1034.770874
	Iteration 112Q: 3 clusters Score -4579714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -4579713.500000 Penalty: 1034.770874
	Iteration 113Q: 3 clusters Score -4579714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
Score: -4579716.000000 Penalty: 1034.770874
	Iteration 114Q: 3 clusters Score -4579716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -4579720.000000 Penalty: 1034.770874
	Iteration 115Q: 3 clusters Score -4579720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -4579722.000000 Penalty: 1034.770874
	Iteration 116Q: 3 clusters Score -4579722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -4579724.000000 Penalty: 1034.770874
	Iteration 117Q: 3 clusters Score -4579724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -4579722.000000 Penalty: 1034.770874
	Iteration 118Q: 3 clusters Score -4579722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -4579724.000000 Penalty: 1034.770874
	Iteration 119Q: 3 clusters Score -4579724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86594 members 
Entering Unmasked Estep 
Score: -4579719.500000 Penalty: 1034.770874
	Iteration 120F: 3 clusters Score -4579720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Entering Unmasked Estep 
Score: -3233705.750000 Penalty: 498.990204
	Iteration 0F: 2 clusters Score -3233706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3194722.000000 Penalty: 997.980408
	Iteration 0F: 3 clusters Score -3194722 nChanged 28104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3211528.750000 Penalty: 997.980408
	Iteration 1F: 3 clusters Score -3211529 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3212595.750000 Penalty: 997.980408
	Iteration 2Q: 3 clusters Score -3212596 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3214630.250000 Penalty: 997.980408
	Iteration 3F: 3 clusters Score -3214630 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3217864.500000 Penalty: 997.980408
	Iteration 4F: 3 clusters Score -3217864 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3221817.750000 Penalty: 997.980408
	Iteration 5F: 3 clusters Score -3221818 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -3225461.000000 Penalty: 997.980408
	Iteration 6F: 3 clusters Score -3225461 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3228155.500000 Penalty: 997.980408
	Iteration 7F: 3 clusters Score -3228156 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3230069.750000 Penalty: 997.980408
	Iteration 8Q: 3 clusters Score -3230070 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3231384.250000 Penalty: 997.980408
	Iteration 9Q: 3 clusters Score -3231384 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3232189.500000 Penalty: 997.980408
	Iteration 10Q: 3 clusters Score -3232190 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3232668.500000 Penalty: 997.980408
	Iteration 11Q: 3 clusters Score -3232668 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3232899.000000 Penalty: 997.980408
	Iteration 12Q: 3 clusters Score -3232899 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3233043.250000 Penalty: 997.980408
	Iteration 13Q: 3 clusters Score -3233043 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3233129.250000 Penalty: 997.980408
	Iteration 14Q: 3 clusters Score -3233129 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3233185.000000 Penalty: 997.980408
	Iteration 15Q: 3 clusters Score -3233185 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3233228.250000 Penalty: 997.980408
	Iteration 16Q: 3 clusters Score -3233228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57660 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3233251.750000 Penalty: 997.980408
	Iteration 17Q: 3 clusters Score -3233252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3233268.750000 Penalty: 997.980408
	Iteration 18Q: 3 clusters Score -3233269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3233279.000000 Penalty: 997.980408
	Iteration 19Q: 3 clusters Score -3233279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3233287.500000 Penalty: 997.980408
	Iteration 20F: 3 clusters Score -3233288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3233298.750000 Penalty: 997.980408
	Iteration 21Q: 3 clusters Score -3233299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3233302.500000 Penalty: 997.980408
	Iteration 22Q: 3 clusters Score -3233302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3233304.250000 Penalty: 997.980408
	Iteration 23Q: 3 clusters Score -3233304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3233306.750000 Penalty: 997.980408
	Iteration 24Q: 3 clusters Score -3233307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3233305.750000 Penalty: 997.980408
	Iteration 25Q: 3 clusters Score -3233306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3233309.750000 Penalty: 997.980408
	Iteration 26Q: 3 clusters Score -3233310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3233310.000000 Penalty: 997.980408
	Iteration 27Q: 3 clusters Score -3233310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3233311.250000 Penalty: 997.980408
	Iteration 28Q: 3 clusters Score -3233311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3233309.500000 Penalty: 997.980408
	Iteration 29Q: 3 clusters Score -3233310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3233316.500000 Penalty: 997.980408
	Iteration 30Q: 3 clusters Score -3233316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3233315.250000 Penalty: 997.980408
	Iteration 31Q: 3 clusters Score -3233315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3233313.000000 Penalty: 997.980408
	Iteration 32Q: 3 clusters Score -3233313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3233319.750000 Penalty: 997.980408
	Iteration 33Q: 3 clusters Score -3233320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3233318.000000 Penalty: 997.980408
	Iteration 34Q: 3 clusters Score -3233318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3233318.000000 Penalty: 997.980408
	Iteration 35F: 3 clusters Score -3233318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -108172.976562 Penalty: 341.524902
	Iteration 0F: 2 clusters Score -108173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -106829.039062 Penalty: 683.049805
	Iteration 0F: 3 clusters Score -106829 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -107239.531250 Penalty: 683.049805
	Iteration 1F: 3 clusters Score -107239.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -107277.023438 Penalty: 683.049805
	Iteration 2F: 3 clusters Score -107277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -107315.671875 Penalty: 683.049805
	Iteration 3Q: 3 clusters Score -107315.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -107369.437500 Penalty: 683.049805
	Iteration 4F: 3 clusters Score -107369.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -107437.375000 Penalty: 683.049805
	Iteration 5F: 3 clusters Score -107437.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -107509.406250 Penalty: 683.049805
	Iteration 6F: 3 clusters Score -107509.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107585.250000 Penalty: 683.049805
	Iteration 7F: 3 clusters Score -107585.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -107678.257812 Penalty: 683.049805
	Iteration 8F: 3 clusters Score -107678.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -107740.726562 Penalty: 683.049805
	Iteration 9Q: 3 clusters Score -107740.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -107785.820312 Penalty: 683.049805
	Iteration 10Q: 3 clusters Score -107785.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -107810.164062 Penalty: 683.049805
	Iteration 11Q: 3 clusters Score -107810.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -107827.117188 Penalty: 683.049805
	Iteration 12Q: 3 clusters Score -107827.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -107845.039062 Penalty: 683.049805
	Iteration 13Q: 3 clusters Score -107845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -107855.992188 Penalty: 683.049805
	Iteration 14Q: 3 clusters Score -107856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -107872.140625 Penalty: 683.049805
	Iteration 15Q: 3 clusters Score -107872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -107878.312500 Penalty: 683.049805
	Iteration 16Q: 3 clusters Score -107878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -107880.070312 Penalty: 683.049805
	Iteration 17Q: 3 clusters Score -107880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -107880.070312 Penalty: 683.049805
	Iteration 18F: 3 clusters Score -107880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Entering Unmasked Estep 
Score: -2178461.500000 Penalty: 482.183258
	Iteration 0F: 2 clusters Score -2178462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2151602.750000 Penalty: 964.366516
	Iteration 0F: 3 clusters Score -2151603 nChanged 19305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2162819.500000 Penalty: 964.366516
	Iteration 1F: 3 clusters Score -2162820 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2163254.250000 Penalty: 964.366516
	Iteration 2Q: 3 clusters Score -2163254 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -2163810.500000 Penalty: 964.366516
	Iteration 3Q: 3 clusters Score -2163810 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -2164653.500000 Penalty: 964.366516
	Iteration 4Q: 3 clusters Score -2164654 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -2166116.500000 Penalty: 964.366516
	Iteration 5F: 3 clusters Score -2166116 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -2168588.500000 Penalty: 964.366516
	Iteration 6F: 3 clusters Score -2168588 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -2171602.500000 Penalty: 964.366516
	Iteration 7F: 3 clusters Score -2171602 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -2173507.000000 Penalty: 964.366516
	Iteration 8F: 3 clusters Score -2173507 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -2174378.000000 Penalty: 964.366516
	Iteration 9Q: 3 clusters Score -2174378 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -2174938.500000 Penalty: 964.366516
	Iteration 10Q: 3 clusters Score -2174938 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -2175396.500000 Penalty: 964.366516
	Iteration 11Q: 3 clusters Score -2175396 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -2175745.750000 Penalty: 964.366516
	Iteration 12Q: 3 clusters Score -2175746 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -2176016.250000 Penalty: 964.366516
	Iteration 13Q: 3 clusters Score -2176016 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -2176216.750000 Penalty: 964.366516
	Iteration 14Q: 3 clusters Score -2176217 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -2176372.500000 Penalty: 964.366516
	Iteration 15Q: 3 clusters Score -2176372 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -2176520.250000 Penalty: 964.366516
	Iteration 16Q: 3 clusters Score -2176520 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -2176624.750000 Penalty: 964.366516
	Iteration 17Q: 3 clusters Score -2176625 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -2176730.750000 Penalty: 964.366516
	Iteration 18Q: 3 clusters Score -2176731 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -2176824.250000 Penalty: 964.366516
	Iteration 19Q: 3 clusters Score -2176824 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -2176906.500000 Penalty: 964.366516
	Iteration 20F: 3 clusters Score -2176906 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -2176976.500000 Penalty: 964.366516
	Iteration 21Q: 3 clusters Score -2176976 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -2177053.000000 Penalty: 964.366516
	Iteration 22Q: 3 clusters Score -2177053 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -2177118.250000 Penalty: 964.366516
	Iteration 23Q: 3 clusters Score -2177118 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -2177172.000000 Penalty: 964.366516
	Iteration 24Q: 3 clusters Score -2177172 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -2177233.750000 Penalty: 964.366516
	Iteration 25Q: 3 clusters Score -2177234 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -2177298.000000 Penalty: 964.366516
	Iteration 26Q: 3 clusters Score -2177298 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -2177370.000000 Penalty: 964.366516
	Iteration 27Q: 3 clusters Score -2177370 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -2177459.750000 Penalty: 964.366516
	Iteration 28Q: 3 clusters Score -2177460 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -2177565.750000 Penalty: 964.366516
	Iteration 29Q: 3 clusters Score -2177566 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -2177671.250000 Penalty: 964.366516
	Iteration 30Q: 3 clusters Score -2177671 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -2177725.750000 Penalty: 964.366516
	Iteration 31Q: 3 clusters Score -2177726 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -2177755.500000 Penalty: 964.366516
	Iteration 32Q: 3 clusters Score -2177756 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -2177786.250000 Penalty: 964.366516
	Iteration 33Q: 3 clusters Score -2177786 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -2177798.250000 Penalty: 964.366516
	Iteration 34Q: 3 clusters Score -2177798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -2177809.750000 Penalty: 964.366516
	Iteration 35Q: 3 clusters Score -2177810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -2177819.500000 Penalty: 964.366516
	Iteration 36Q: 3 clusters Score -2177820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -2177827.500000 Penalty: 964.366516
	Iteration 37Q: 3 clusters Score -2177828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -2177831.750000 Penalty: 964.366516
	Iteration 38Q: 3 clusters Score -2177832 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -2177838.250000 Penalty: 964.366516
	Iteration 39Q: 3 clusters Score -2177838 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -2177850.500000 Penalty: 964.366516
	Iteration 40F: 3 clusters Score -2177850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -2177859.250000 Penalty: 964.366516
	Iteration 41Q: 3 clusters Score -2177859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -2177856.500000 Penalty: 964.366516
	Iteration 42Q: 3 clusters Score -2177856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -2177857.500000 Penalty: 964.366516
	Iteration 43Q: 3 clusters Score -2177858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -2177864.000000 Penalty: 964.366516
	Iteration 44Q: 3 clusters Score -2177864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -2177864.000000 Penalty: 964.366516
	Iteration 45Q: 3 clusters Score -2177864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -2177866.250000 Penalty: 964.366516
	Iteration 46Q: 3 clusters Score -2177866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -2177865.000000 Penalty: 964.366516
	Iteration 47Q: 3 clusters Score -2177865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -2177866.500000 Penalty: 964.366516
	Iteration 48Q: 3 clusters Score -2177866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -2177868.250000 Penalty: 964.366516
	Iteration 49Q: 3 clusters Score -2177868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -2177872.000000 Penalty: 964.366516
	Iteration 50Q: 3 clusters Score -2177872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -2177872.500000 Penalty: 964.366516
	Iteration 51Q: 3 clusters Score -2177872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -2177882.750000 Penalty: 964.366516
	Iteration 52Q: 3 clusters Score -2177883 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -2177888.500000 Penalty: 964.366516
	Iteration 53Q: 3 clusters Score -2177888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -2177899.000000 Penalty: 964.366516
	Iteration 54Q: 3 clusters Score -2177899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -2177899.500000 Penalty: 964.366516
	Iteration 55Q: 3 clusters Score -2177900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -2177899.250000 Penalty: 964.366516
	Iteration 56Q: 3 clusters Score -2177899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -2177907.000000 Penalty: 964.366516
	Iteration 57Q: 3 clusters Score -2177907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -2177904.750000 Penalty: 964.366516
	Iteration 58Q: 3 clusters Score -2177905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -2177902.500000 Penalty: 964.366516
	Iteration 59Q: 3 clusters Score -2177902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -2177908.000000 Penalty: 964.366516
	Iteration 60F: 3 clusters Score -2177908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -2177907.250000 Penalty: 964.366516
	Iteration 61Q: 3 clusters Score -2177907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -2177909.000000 Penalty: 964.366516
	Iteration 62Q: 3 clusters Score -2177909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -2177910.000000 Penalty: 964.366516
	Iteration 63Q: 3 clusters Score -2177910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -2177911.250000 Penalty: 964.366516
	Iteration 64Q: 3 clusters Score -2177911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -2177908.750000 Penalty: 964.366516
	Iteration 65Q: 3 clusters Score -2177909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -2177911.250000 Penalty: 964.366516
	Iteration 66Q: 3 clusters Score -2177911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -2177909.000000 Penalty: 964.366516
	Iteration 67Q: 3 clusters Score -2177909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -2177913.000000 Penalty: 964.366516
	Iteration 68Q: 3 clusters Score -2177913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -2177921.000000 Penalty: 964.366516
	Iteration 69Q: 3 clusters Score -2177921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -2177918.500000 Penalty: 964.366516
	Iteration 70Q: 3 clusters Score -2177918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -2177920.000000 Penalty: 964.366516
	Iteration 71Q: 3 clusters Score -2177920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -2177915.250000 Penalty: 964.366516
	Iteration 72Q: 3 clusters Score -2177915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -2177920.000000 Penalty: 964.366516
	Iteration 73Q: 3 clusters Score -2177920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -2177920.500000 Penalty: 964.366516
	Iteration 74Q: 3 clusters Score -2177920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -2177923.750000 Penalty: 964.366516
	Iteration 75Q: 3 clusters Score -2177924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -2177919.250000 Penalty: 964.366516
	Iteration 76Q: 3 clusters Score -2177919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -2177922.750000 Penalty: 964.366516
	Iteration 77Q: 3 clusters Score -2177923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -2177922.000000 Penalty: 964.366516
	Iteration 78Q: 3 clusters Score -2177922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -2177921.250000 Penalty: 964.366516
	Iteration 79Q: 3 clusters Score -2177921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -2177925.750000 Penalty: 964.366516
	Iteration 80F: 3 clusters Score -2177926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -2177929.500000 Penalty: 964.366516
	Iteration 81Q: 3 clusters Score -2177930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -2177929.000000 Penalty: 964.366516
	Iteration 82Q: 3 clusters Score -2177929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -2177928.500000 Penalty: 964.366516
	Iteration 83Q: 3 clusters Score -2177928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -2177926.750000 Penalty: 964.366516
	Iteration 84Q: 3 clusters Score -2177927 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -2177930.500000 Penalty: 964.366516
	Iteration 85Q: 3 clusters Score -2177930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -2177931.000000 Penalty: 964.366516
	Iteration 86Q: 3 clusters Score -2177931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -2177934.250000 Penalty: 964.366516
	Iteration 87Q: 3 clusters Score -2177934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -2177934.750000 Penalty: 964.366516
	Iteration 88Q: 3 clusters Score -2177935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -2177932.750000 Penalty: 964.366516
	Iteration 89Q: 3 clusters Score -2177933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -2177935.750000 Penalty: 964.366516
	Iteration 90Q: 3 clusters Score -2177936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -2177938.750000 Penalty: 964.366516
	Iteration 91Q: 3 clusters Score -2177939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -2177944.750000 Penalty: 964.366516
	Iteration 92Q: 3 clusters Score -2177945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -2177944.250000 Penalty: 964.366516
	Iteration 93Q: 3 clusters Score -2177944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -2177953.750000 Penalty: 964.366516
	Iteration 94Q: 3 clusters Score -2177954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -2177959.000000 Penalty: 964.366516
	Iteration 95Q: 3 clusters Score -2177959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -2177959.500000 Penalty: 964.366516
	Iteration 96Q: 3 clusters Score -2177960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -2177963.750000 Penalty: 964.366516
	Iteration 97Q: 3 clusters Score -2177964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -2177965.250000 Penalty: 964.366516
	Iteration 98Q: 3 clusters Score -2177965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -2177964.000000 Penalty: 964.366516
	Iteration 99Q: 3 clusters Score -2177964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -2177968.250000 Penalty: 964.366516
	Iteration 100F: 3 clusters Score -2177968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -2177971.500000 Penalty: 964.366516
	Iteration 101Q: 3 clusters Score -2177972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -2177968.750000 Penalty: 964.366516
	Iteration 102Q: 3 clusters Score -2177969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -2177975.000000 Penalty: 964.366516
	Iteration 103Q: 3 clusters Score -2177975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -2177972.500000 Penalty: 964.366516
	Iteration 104Q: 3 clusters Score -2177972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -2177974.500000 Penalty: 964.366516
	Iteration 105Q: 3 clusters Score -2177974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -2177971.250000 Penalty: 964.366516
	Iteration 106Q: 3 clusters Score -2177971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -2177969.000000 Penalty: 964.366516
	Iteration 107Q: 3 clusters Score -2177969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -2177973.250000 Penalty: 964.366516
	Iteration 108Q: 3 clusters Score -2177973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -2177973.250000 Penalty: 964.366516
	Iteration 109Q: 3 clusters Score -2177973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -2177975.000000 Penalty: 964.366516
	Iteration 110Q: 3 clusters Score -2177975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -2177972.000000 Penalty: 964.366516
	Iteration 111Q: 3 clusters Score -2177972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -2177971.000000 Penalty: 964.366516
	Iteration 112Q: 3 clusters Score -2177971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -2177973.000000 Penalty: 964.366516
	Iteration 113Q: 3 clusters Score -2177973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -2177971.500000 Penalty: 964.366516
	Iteration 114Q: 3 clusters Score -2177972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -2177971.500000 Penalty: 964.366516
	Iteration 115Q: 3 clusters Score -2177972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -2177974.250000 Penalty: 964.366516
	Iteration 116Q: 3 clusters Score -2177974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -2177974.250000 Penalty: 964.366516
	Iteration 117Q: 3 clusters Score -2177974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -2177978.000000 Penalty: 964.366516
	Iteration 118Q: 3 clusters Score -2177978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -2177977.250000 Penalty: 964.366516
	Iteration 119Q: 3 clusters Score -2177977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -2177981.500000 Penalty: 964.366516
	Iteration 120F: 3 clusters Score -2177982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -2177979.500000 Penalty: 964.366516
	Iteration 121Q: 3 clusters Score -2177980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -2177980.000000 Penalty: 964.366516
	Iteration 122Q: 3 clusters Score -2177980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -2177981.500000 Penalty: 964.366516
	Iteration 123Q: 3 clusters Score -2177982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -2177975.500000 Penalty: 964.366516
	Iteration 124Q: 3 clusters Score -2177976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -2177976.750000 Penalty: 964.366516
	Iteration 125Q: 3 clusters Score -2177977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -2177974.750000 Penalty: 964.366516
	Iteration 126Q: 3 clusters Score -2177975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -2177975.000000 Penalty: 964.366516
	Iteration 127Q: 3 clusters Score -2177975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -2177974.250000 Penalty: 964.366516
	Iteration 128Q: 3 clusters Score -2177974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -2177974.250000 Penalty: 964.366516
	Iteration 129Q: 3 clusters Score -2177974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -2177975.000000 Penalty: 964.366516
	Iteration 130Q: 3 clusters Score -2177975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -2177977.250000 Penalty: 964.366516
	Iteration 131Q: 3 clusters Score -2177977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -2177974.750000 Penalty: 964.366516
	Iteration 132Q: 3 clusters Score -2177975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -2177972.750000 Penalty: 964.366516
	Iteration 133Q: 3 clusters Score -2177973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -2177974.000000 Penalty: 964.366516
	Iteration 134Q: 3 clusters Score -2177974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -2177974.250000 Penalty: 964.366516
	Iteration 135Q: 3 clusters Score -2177974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -2177974.250000 Penalty: 964.366516
	Iteration 136F: 3 clusters Score -2177974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -122898.539062 Penalty: 351.622894
	Iteration 0F: 2 clusters Score -122898.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -121248.992188 Penalty: 703.245789
	Iteration 0F: 3 clusters Score -121249 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -121857.890625 Penalty: 703.245789
	Iteration 1F: 3 clusters Score -121857.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -121974.257812 Penalty: 703.245789
	Iteration 2F: 3 clusters Score -121974.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -122060.554688 Penalty: 703.245789
	Iteration 3F: 3 clusters Score -122060.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -122110.546875 Penalty: 703.245789
	Iteration 4Q: 3 clusters Score -122110.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -122168.976562 Penalty: 703.245789
	Iteration 5Q: 3 clusters Score -122169 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122220.671875 Penalty: 703.245789
	Iteration 6Q: 3 clusters Score -122220.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -122294.210938 Penalty: 703.245789
	Iteration 7Q: 3 clusters Score -122294.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -122346.226562 Penalty: 703.245789
	Iteration 8Q: 3 clusters Score -122346.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -122397.031250 Penalty: 703.245789
	Iteration 9Q: 3 clusters Score -122397 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122444.007812 Penalty: 703.245789
	Iteration 10Q: 3 clusters Score -122444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122488.335938 Penalty: 703.245789
	Iteration 11Q: 3 clusters Score -122488.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -122524.593750 Penalty: 703.245789
	Iteration 12Q: 3 clusters Score -122524.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -122554.835938 Penalty: 703.245789
	Iteration 13Q: 3 clusters Score -122554.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -122577.343750 Penalty: 703.245789
	Iteration 14Q: 3 clusters Score -122577.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122592.210938 Penalty: 703.245789
	Iteration 15Q: 3 clusters Score -122592.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122599.265625 Penalty: 703.245789
	Iteration 16Q: 3 clusters Score -122599.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122603.484375 Penalty: 703.245789
	Iteration 17Q: 3 clusters Score -122603.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122606.507812 Penalty: 703.245789
	Iteration 18Q: 3 clusters Score -122606.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122608.421875 Penalty: 703.245789
	Iteration 19Q: 3 clusters Score -122608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122610.000000 Penalty: 703.245789
	Iteration 20F: 3 clusters Score -122610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122610.335938 Penalty: 703.245789
	Iteration 21Q: 3 clusters Score -122610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122610.617188 Penalty: 703.245789
	Iteration 22Q: 3 clusters Score -122610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122611.187500 Penalty: 703.245789
	Iteration 23Q: 3 clusters Score -122611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -122612.093750 Penalty: 703.245789
	Iteration 24Q: 3 clusters Score -122612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122612.390625 Penalty: 703.245789
	Iteration 25Q: 3 clusters Score -122612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122612.593750 Penalty: 703.245789
	Iteration 26Q: 3 clusters Score -122612.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122612.593750 Penalty: 703.245789
	Iteration 27F: 3 clusters Score -122612.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (133938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133938 members 
Entering Unmasked Estep 
Score: -7354835.000000 Penalty: 537.133484
	Iteration 0F: 2 clusters Score -7354835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -7272259.500000 Penalty: 1074.266968
	Iteration 0F: 3 clusters Score -7272260 nChanged 65725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -7312253.500000 Penalty: 1074.266968
	Iteration 1F: 3 clusters Score -7312254 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -7313493.000000 Penalty: 1074.266968
	Iteration 2Q: 3 clusters Score -7313493 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -7315670.500000 Penalty: 1074.266968
	Iteration 3Q: 3 clusters Score -7315670 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -7319357.500000 Penalty: 1074.266968
	Iteration 4F: 3 clusters Score -7319358 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 89517 members 
Entering Unmasked Estep 
Score: -7325052.500000 Penalty: 1074.266968
	Iteration 5F: 3 clusters Score -7325052 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 93981 members 
Entering Unmasked Estep 
Score: -7332340.000000 Penalty: 1074.266968
	Iteration 6F: 3 clusters Score -7332340 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -7338084.500000 Penalty: 1074.266968
	Iteration 7F: 3 clusters Score -7338084 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 96870 members 
Entering Unmasked Estep 
Score: -7340231.000000 Penalty: 1074.266968
	Iteration 8Q: 3 clusters Score -7340231 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 97269 members 
Entering Unmasked Estep 
Score: -7340862.500000 Penalty: 1074.266968
	Iteration 9Q: 3 clusters Score -7340862 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -7341052.500000 Penalty: 1074.266968
	Iteration 10Q: 3 clusters Score -7341052 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 97885 members 
Entering Unmasked Estep 
Score: -7341082.500000 Penalty: 1074.266968
	Iteration 11Q: 3 clusters Score -7341082 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
Score: -7341235.000000 Penalty: 1074.266968
	Iteration 12Q: 3 clusters Score -7341235 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -7341310.500000 Penalty: 1074.266968
	Iteration 13Q: 3 clusters Score -7341310 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 98395 members 
Entering Unmasked Estep 
Score: -7341338.500000 Penalty: 1074.266968
	Iteration 14Q: 3 clusters Score -7341338 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 98406 members 
Entering Unmasked Estep 
Score: -7341408.500000 Penalty: 1074.266968
	Iteration 15Q: 3 clusters Score -7341408 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 98366 members 
Entering Unmasked Estep 
Score: -7341422.500000 Penalty: 1074.266968
	Iteration 16Q: 3 clusters Score -7341422 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -7341483.000000 Penalty: 1074.266968
	Iteration 17Q: 3 clusters Score -7341483 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -7341465.000000 Penalty: 1074.266968
	Iteration 18Q: 3 clusters Score -7341465 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 97880 members 
Entering Unmasked Estep 
Score: -7341481.500000 Penalty: 1074.266968
	Iteration 19Q: 3 clusters Score -7341482 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 97694 members 
Entering Unmasked Estep 
Score: -7341532.500000 Penalty: 1074.266968
	Iteration 20F: 3 clusters Score -7341532 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 97438 members 
Entering Unmasked Estep 
Score: -7341562.000000 Penalty: 1074.266968
	Iteration 21Q: 3 clusters Score -7341562 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -7341583.500000 Penalty: 1074.266968
	Iteration 22Q: 3 clusters Score -7341584 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -7341576.500000 Penalty: 1074.266968
	Iteration 23Q: 3 clusters Score -7341576 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 96507 members 
Entering Unmasked Estep 
Score: -7341618.000000 Penalty: 1074.266968
	Iteration 24Q: 3 clusters Score -7341618 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -7341687.500000 Penalty: 1074.266968
	Iteration 25Q: 3 clusters Score -7341688 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -7341744.000000 Penalty: 1074.266968
	Iteration 26Q: 3 clusters Score -7341744 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -7341745.000000 Penalty: 1074.266968
	Iteration 27Q: 3 clusters Score -7341745 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -7341779.000000 Penalty: 1074.266968
	Iteration 28Q: 3 clusters Score -7341779 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 94807 members 
Entering Unmasked Estep 
Score: -7341805.500000 Penalty: 1074.266968
	Iteration 29Q: 3 clusters Score -7341806 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 94473 members 
Entering Unmasked Estep 
Score: -7341866.500000 Penalty: 1074.266968
	Iteration 30Q: 3 clusters Score -7341866 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -7341902.000000 Penalty: 1074.266968
	Iteration 31Q: 3 clusters Score -7341902 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 93723 members 
Entering Unmasked Estep 
Score: -7341953.500000 Penalty: 1074.266968
	Iteration 32Q: 3 clusters Score -7341954 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -7342004.500000 Penalty: 1074.266968
	Iteration 33Q: 3 clusters Score -7342004 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -7342040.500000 Penalty: 1074.266968
	Iteration 34Q: 3 clusters Score -7342040 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 92638 members 
Entering Unmasked Estep 
Score: -7342059.000000 Penalty: 1074.266968
	Iteration 35Q: 3 clusters Score -7342059 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -7342091.000000 Penalty: 1074.266968
	Iteration 36Q: 3 clusters Score -7342091 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
Score: -7342086.500000 Penalty: 1074.266968
	Iteration 37Q: 3 clusters Score -7342086 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -7342143.000000 Penalty: 1074.266968
	Iteration 38Q: 3 clusters Score -7342143 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 91299 members 
Entering Unmasked Estep 
Score: -7342276.500000 Penalty: 1074.266968
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Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 90986 members 
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Mstep: Class 2 contains 90685 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 89993 members 
Entering Unmasked Estep 
Score: -7358580.000000 Penalty: 1074.266968
	Iteration 131Q: 3 clusters Score -7358580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -7358581.000000 Penalty: 1074.266968
	Iteration 132Q: 3 clusters Score -7358581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -7358572.500000 Penalty: 1074.266968
	Iteration 133Q: 3 clusters Score -7358572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 89976 members 
Entering Unmasked Estep 
Score: -7358572.000000 Penalty: 1074.266968
	Iteration 134Q: 3 clusters Score -7358572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 89989 members 
Entering Unmasked Estep 
Score: -7358571.000000 Penalty: 1074.266968
	Iteration 135Q: 3 clusters Score -7358571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -7358581.000000 Penalty: 1074.266968
	Iteration 136Q: 3 clusters Score -7358581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -7358572.500000 Penalty: 1074.266968
	Iteration 137Q: 3 clusters Score -7358572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -7358574.500000 Penalty: 1074.266968
	Iteration 138Q: 3 clusters Score -7358574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -7358578.000000 Penalty: 1074.266968
	Iteration 139Q: 3 clusters Score -7358578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -7358575.000000 Penalty: 1074.266968
	Iteration 140F: 3 clusters Score -7358575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 89986 members 
Entering Unmasked Estep 
Score: -7358573.000000 Penalty: 1074.266968
	Iteration 141Q: 3 clusters Score -7358573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 89990 members 
Entering Unmasked Estep 
Score: -7358581.500000 Penalty: 1074.266968
	Iteration 142Q: 3 clusters Score -7358582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -7358570.500000 Penalty: 1074.266968
	Iteration 143Q: 3 clusters Score -7358570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 89976 members 
Entering Unmasked Estep 
Score: -7358582.000000 Penalty: 1074.266968
	Iteration 144Q: 3 clusters Score -7358582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -7358586.000000 Penalty: 1074.266968
	Iteration 145Q: 3 clusters Score -7358586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -7358581.000000 Penalty: 1074.266968
	Iteration 146Q: 3 clusters Score -7358581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -7358575.000000 Penalty: 1074.266968
	Iteration 147Q: 3 clusters Score -7358575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -7358576.500000 Penalty: 1074.266968
	Iteration 148Q: 3 clusters Score -7358576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -7358578.500000 Penalty: 1074.266968
	Iteration 149Q: 3 clusters Score -7358578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -7358582.000000 Penalty: 1074.266968
	Iteration 150Q: 3 clusters Score -7358582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 89966 members 
Entering Unmasked Estep 
Score: -7358584.500000 Penalty: 1074.266968
	Iteration 151Q: 3 clusters Score -7358584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -7358583.000000 Penalty: 1074.266968
	Iteration 152Q: 3 clusters Score -7358583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -7358580.500000 Penalty: 1074.266968
	Iteration 153Q: 3 clusters Score -7358580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -7358580.500000 Penalty: 1074.266968
	Iteration 154F: 3 clusters Score -7358580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 86778 members 
Mstep: Class 3 contains 57920 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 40032 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 43970 members 
Mstep: Class 8 contains 82381 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 57895 members 
Mstep: Class 11 contains 17853 members 
Mstep: Class 12 contains 41302 members 
Mstep: Class 13 contains 5221 members 
Mstep: Class 14 contains 2235 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 19235 members 
Mstep: Class 19 contains 62660 members 
Mstep: Class 20 contains 67919 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 110819 members 
Mstep: Class 23 contains 78173 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 2247 members 
Mstep: Class 26 contains 12737 members 
Mstep: Class 27 contains 159913 members 
Mstep: Class 28 contains 4099 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 85621 members 
Mstep: Class 31 contains 45342 members 
Mstep: Class 32 contains 19802 members 
Mstep: Class 33 contains 115188 members 
Mstep: Class 34 contains 666 members 
Mstep: Class 35 contains 2684 members 
Mstep: Class 36 contains 140578 members 
Mstep: Class 37 contains 16563 members 
Mstep: Class 38 contains 33414 members 
Mstep: Class 39 contains 70715 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12149 members 
Mstep: Class 42 contains 5256 members 
Mstep: Class 43 contains 108702 members 
Mstep: Class 44 contains 89968 members 
Entering Unmasked Estep 
Score: -87420896.000000 Penalty: 28756.324219
Splitting cluster 7 changes total score from -87417160.000000 to -87420896.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 8 (82381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Entering Unmasked Estep 
Score: -4388375.000000 Penalty: 515.019531
	Iteration 0F: 2 clusters Score -4388375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -4332845.500000 Penalty: 1030.039062
	Iteration 0F: 3 clusters Score -4332846 nChanged 40234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4357690 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -4359379.500000 Penalty: 1030.039062
	Iteration 2Q: 3 clusters Score -4359380 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -4362041.000000 Penalty: 1030.039062
	Iteration 3F: 3 clusters Score -4362041 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -4366085.000000 Penalty: 1030.039062
	Iteration 4F: 3 clusters Score -4366085 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -4371785.000000 Penalty: 1030.039062
	Iteration 5F: 3 clusters Score -4371785 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -4376846.000000 Penalty: 1030.039062
	Iteration 6F: 3 clusters Score -4376846 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -4379075.500000 Penalty: 1030.039062
	Iteration 7F: 3 clusters Score -4379076 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -4379942.000000 Penalty: 1030.039062
	Iteration 8Q: 3 clusters Score -4379942 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -4380479.500000 Penalty: 1030.039062
	Iteration 9Q: 3 clusters Score -4380480 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -4380901.000000 Penalty: 1030.039062
	Iteration 10Q: 3 clusters Score -4380901 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -4381277.000000 Penalty: 1030.039062
	Iteration 11Q: 3 clusters Score -4381277 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -4381517.500000 Penalty: 1030.039062
	Iteration 12Q: 3 clusters Score -4381518 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -4381713.500000 Penalty: 1030.039062
	Iteration 13Q: 3 clusters Score -4381714 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -4381874.500000 Penalty: 1030.039062
	Iteration 14Q: 3 clusters Score -4381874 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -4382003.000000 Penalty: 1030.039062
	Iteration 15Q: 3 clusters Score -4382003 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -4382097.000000 Penalty: 1030.039062
	Iteration 16Q: 3 clusters Score -4382097 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -4382172.500000 Penalty: 1030.039062
	Iteration 17Q: 3 clusters Score -4382172 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -4382228.500000 Penalty: 1030.039062
	Iteration 18Q: 3 clusters Score -4382228 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -4382286.500000 Penalty: 1030.039062
	Iteration 19Q: 3 clusters Score -4382286 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -4382361.000000 Penalty: 1030.039062
	Iteration 20F: 3 clusters Score -4382361 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -4382389.000000 Penalty: 1030.039062
	Iteration 21Q: 3 clusters Score -4382389 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -4382423.000000 Penalty: 1030.039062
	Iteration 22Q: 3 clusters Score -4382423 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -4382483.000000 Penalty: 1030.039062
	Iteration 23Q: 3 clusters Score -4382483 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -4382531.500000 Penalty: 1030.039062
	Iteration 24Q: 3 clusters Score -4382532 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -4382578.500000 Penalty: 1030.039062
	Iteration 25Q: 3 clusters Score -4382578 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -4382629.500000 Penalty: 1030.039062
	Iteration 26Q: 3 clusters Score -4382630 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -4382703.000000 Penalty: 1030.039062
	Iteration 27Q: 3 clusters Score -4382703 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -4382751.500000 Penalty: 1030.039062
	Iteration 28Q: 3 clusters Score -4382752 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -4382811.000000 Penalty: 1030.039062
	Iteration 29Q: 3 clusters Score -4382811 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -4382860.500000 Penalty: 1030.039062
	Iteration 30Q: 3 clusters Score -4382860 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -4382899.500000 Penalty: 1030.039062
	Iteration 31Q: 3 clusters Score -4382900 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -4382908.500000 Penalty: 1030.039062
	Iteration 32Q: 3 clusters Score -4382908 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -4382964.500000 Penalty: 1030.039062
	Iteration 33Q: 3 clusters Score -4382964 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -4382983.500000 Penalty: 1030.039062
	Iteration 34Q: 3 clusters Score -4382984 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -4383012.500000 Penalty: 1030.039062
	Iteration 35Q: 3 clusters Score -4383012 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -4383065.000000 Penalty: 1030.039062
	Iteration 36Q: 3 clusters Score -4383065 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -4383087.000000 Penalty: 1030.039062
	Iteration 37Q: 3 clusters Score -4383087 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -4383123.000000 Penalty: 1030.039062
	Iteration 38Q: 3 clusters Score -4383123 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -4383171.000000 Penalty: 1030.039062
	Iteration 39Q: 3 clusters Score -4383171 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -4383197.000000 Penalty: 1030.039062
	Iteration 40F: 3 clusters Score -4383197 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -4383230.000000 Penalty: 1030.039062
	Iteration 41Q: 3 clusters Score -4383230 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -4383285.500000 Penalty: 1030.039062
	Iteration 42Q: 3 clusters Score -4383286 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -4383316.500000 Penalty: 1030.039062
	Iteration 43Q: 3 clusters Score -4383316 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -4383342.000000 Penalty: 1030.039062
	Iteration 44Q: 3 clusters Score -4383342 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -4383380.000000 Penalty: 1030.039062
	Iteration 45Q: 3 clusters Score -4383380 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -4383420.500000 Penalty: 1030.039062
	Iteration 46Q: 3 clusters Score -4383420 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -4383450.500000 Penalty: 1030.039062
	Iteration 47Q: 3 clusters Score -4383450 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -4383478.500000 Penalty: 1030.039062
	Iteration 48Q: 3 clusters Score -4383478 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -4383519.500000 Penalty: 1030.039062
	Iteration 49Q: 3 clusters Score -4383520 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -4383537.500000 Penalty: 1030.039062
	Iteration 50Q: 3 clusters Score -4383538 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -4383555.000000 Penalty: 1030.039062
	Iteration 51Q: 3 clusters Score -4383555 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -4383579.000000 Penalty: 1030.039062
	Iteration 52Q: 3 clusters Score -4383579 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -4383649.000000 Penalty: 1030.039062
	Iteration 53Q: 3 clusters Score -4383649 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -4383672.000000 Penalty: 1030.039062
	Iteration 54Q: 3 clusters Score -4383672 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -4383704.500000 Penalty: 1030.039062
	Iteration 55Q: 3 clusters Score -4383704 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -4383747.500000 Penalty: 1030.039062
	Iteration 56Q: 3 clusters Score -4383748 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -4383773.000000 Penalty: 1030.039062
	Iteration 57Q: 3 clusters Score -4383773 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -4383838.500000 Penalty: 1030.039062
	Iteration 58Q: 3 clusters Score -4383838 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 61956 members 
Entering Unmasked Estep 
Score: -4383900.000000 Penalty: 1030.039062
	Iteration 59Q: 3 clusters Score -4383900 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -4383950.000000 Penalty: 1030.039062
	Iteration 60F: 3 clusters Score -4383950 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -4383984.000000 Penalty: 1030.039062
	Iteration 61Q: 3 clusters Score -4383984 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4384040 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4384087 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -4384125.500000 Penalty: 1030.039062
	Iteration 64Q: 3 clusters Score -4384126 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4384173 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4384233 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -4384308.000000 Penalty: 1030.039062
	Iteration 67Q: 3 clusters Score -4384308 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 64944 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4384370 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4384420 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -4384478.500000 Penalty: 1030.039062
	Iteration 70Q: 3 clusters Score -4384478 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -4384572.500000 Penalty: 1030.039062
	Iteration 71Q: 3 clusters Score -4384572 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 66554 members 
Entering Unmasked Estep 
Score: -4384630.000000 Penalty: 1030.039062
	Iteration 72Q: 3 clusters Score -4384630 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -4384686.000000 Penalty: 1030.039062
	Iteration 73Q: 3 clusters Score -4384686 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -4384755.000000 Penalty: 1030.039062
	Iteration 74Q: 3 clusters Score -4384755 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -4384823.500000 Penalty: 1030.039062
	Iteration 75Q: 3 clusters Score -4384824 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 68089 members 
Entering Unmasked Estep 
Score: -4384864.500000 Penalty: 1030.039062
	Iteration 76Q: 3 clusters Score -4384864 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 68494 members 
Entering Unmasked Estep 
Score: -4384929.500000 Penalty: 1030.039062
	Iteration 77Q: 3 clusters Score -4384930 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -4385005.000000 Penalty: 1030.039062
	Iteration 78Q: 3 clusters Score -4385005 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -4385070.000000 Penalty: 1030.039062
	Iteration 79Q: 3 clusters Score -4385070 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 69663 members 
Entering Unmasked Estep 
Score: -4385150.500000 Penalty: 1030.039062
	Iteration 80F: 3 clusters Score -4385150 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -4385271.000000 Penalty: 1030.039062
	Iteration 81Q: 3 clusters Score -4385271 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -4385345.000000 Penalty: 1030.039062
	Iteration 82Q: 3 clusters Score -4385345 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -4385400.000000 Penalty: 1030.039062
	Iteration 83Q: 3 clusters Score -4385400 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -4385450.000000 Penalty: 1030.039062
	Iteration 84Q: 3 clusters Score -4385450 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 71548 members 
Entering Unmasked Estep 
Score: -4385529.000000 Penalty: 1030.039062
	Iteration 85Q: 3 clusters Score -4385529 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -4385609.000000 Penalty: 1030.039062
	Iteration 86Q: 3 clusters Score -4385609 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 72337 members 
Entering Unmasked Estep 
Score: -4385679.000000 Penalty: 1030.039062
	Iteration 87Q: 3 clusters Score -4385679 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 72714 members 
Entering Unmasked Estep 
Score: -4385734.000000 Penalty: 1030.039062
	Iteration 88Q: 3 clusters Score -4385734 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 73075 members 
Entering Unmasked Estep 
Score: -4385825.000000 Penalty: 1030.039062
	Iteration 89Q: 3 clusters Score -4385825 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 73453 members 
Entering Unmasked Estep 
Score: -4385928.500000 Penalty: 1030.039062
	Iteration 90Q: 3 clusters Score -4385928 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 73827 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4385986 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4386066 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
Score: -4386153.000000 Penalty: 1030.039062
	Iteration 93Q: 3 clusters Score -4386153 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -4386249.000000 Penalty: 1030.039062
	Iteration 94Q: 3 clusters Score -4386249 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -4386336.000000 Penalty: 1030.039062
	Iteration 95Q: 3 clusters Score -4386336 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -4386415.000000 Penalty: 1030.039062
	Iteration 96Q: 3 clusters Score -4386415 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 75933 members 
Entering Unmasked Estep 
Score: -4386477.000000 Penalty: 1030.039062
	Iteration 97Q: 3 clusters Score -4386477 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -4386527.500000 Penalty: 1030.039062
	Iteration 98Q: 3 clusters Score -4386528 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -4386613.500000 Penalty: 1030.039062
	Iteration 99Q: 3 clusters Score -4386614 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -4386683.000000 Penalty: 1030.039062
	Iteration 100F: 3 clusters Score -4386683 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -4386767.000000 Penalty: 1030.039062
	Iteration 101Q: 3 clusters Score -4386767 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -4386863.000000 Penalty: 1030.039062
	Iteration 102Q: 3 clusters Score -4386863 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -4386949.000000 Penalty: 1030.039062
	Iteration 103Q: 3 clusters Score -4386949 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 78136 members 
Entering Unmasked Estep 
Score: -4387026.000000 Penalty: 1030.039062
	Iteration 104Q: 3 clusters Score -4387026 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -4387071.500000 Penalty: 1030.039062
	Iteration 105Q: 3 clusters Score -4387072 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
Score: -4387144.000000 Penalty: 1030.039062
	Iteration 106Q: 3 clusters Score -4387144 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -4387206.500000 Penalty: 1030.039062
	Iteration 107Q: 3 clusters Score -4387206 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -4387273.500000 Penalty: 1030.039062
	Iteration 108Q: 3 clusters Score -4387274 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -4387311.000000 Penalty: 1030.039062
	Iteration 109Q: 3 clusters Score -4387311 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 79647 members 
Entering Unmasked Estep 
Score: -4387369.500000 Penalty: 1030.039062
	Iteration 110Q: 3 clusters Score -4387370 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 79882 members 
Entering Unmasked Estep 
Score: -4387440.500000 Penalty: 1030.039062
	Iteration 111Q: 3 clusters Score -4387440 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 80115 members 
Entering Unmasked Estep 
Score: -4387520.000000 Penalty: 1030.039062
	Iteration 112Q: 3 clusters Score -4387520 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -4387551.500000 Penalty: 1030.039062
	Iteration 113Q: 3 clusters Score -4387552 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 80522 members 
Entering Unmasked Estep 
Score: -4387602.000000 Penalty: 1030.039062
	Iteration 114Q: 3 clusters Score -4387602 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -4387665.000000 Penalty: 1030.039062
	Iteration 115Q: 3 clusters Score -4387665 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -4387716.500000 Penalty: 1030.039062
	Iteration 116Q: 3 clusters Score -4387716 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 81090 members 
Entering Unmasked Estep 
Score: -4387776.000000 Penalty: 1030.039062
	Iteration 117Q: 3 clusters Score -4387776 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -4387801.500000 Penalty: 1030.039062
	Iteration 118Q: 3 clusters Score -4387802 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -4387812.500000 Penalty: 1030.039062
	Iteration 119Q: 3 clusters Score -4387812 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -4387829.500000 Penalty: 1030.039062
	Iteration 120F: 3 clusters Score -4387830 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 81555 members 
Entering Unmasked Estep 
Score: -4387851.500000 Penalty: 1030.039062
	Iteration 121Q: 3 clusters Score -4387852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -4387872.500000 Penalty: 1030.039062
	Iteration 122Q: 3 clusters Score -4387872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 81737 members 
Entering Unmasked Estep 
Score: -4387902.500000 Penalty: 1030.039062
	Iteration 123Q: 3 clusters Score -4387902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 81807 members 
Entering Unmasked Estep 
Score: -4387932.500000 Penalty: 1030.039062
	Iteration 124Q: 3 clusters Score -4387932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -4387958.500000 Penalty: 1030.039062
	Iteration 125Q: 3 clusters Score -4387958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 81927 members 
Entering Unmasked Estep 
Score: -4387963.000000 Penalty: 1030.039062
	Iteration 126Q: 3 clusters Score -4387963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -4387959.000000 Penalty: 1030.039062
	Iteration 127Q: 3 clusters Score -4387959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -4387970.500000 Penalty: 1030.039062
	Iteration 128Q: 3 clusters Score -4387970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
Score: -4387975.500000 Penalty: 1030.039062
	Iteration 129Q: 3 clusters Score -4387976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 82041 members 
Entering Unmasked Estep 
Score: -4387979.500000 Penalty: 1030.039062
	Iteration 130Q: 3 clusters Score -4387980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -4387980.500000 Penalty: 1030.039062
	Iteration 131Q: 3 clusters Score -4387980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -4387980.500000 Penalty: 1030.039062
	Iteration 132Q: 3 clusters Score -4387980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -4387980.500000 Penalty: 1030.039062
	Iteration 133Q: 3 clusters Score -4387980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -4387981.000000 Penalty: 1030.039062
	Iteration 134Q: 3 clusters Score -4387981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -4387977.500000 Penalty: 1030.039062
	Iteration 135Q: 3 clusters Score -4387978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -4387980.000000 Penalty: 1030.039062
	Iteration 136Q: 3 clusters Score -4387980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 82085 members 
Entering Unmasked Estep 
Score: -4387979.000000 Penalty: 1030.039062
	Iteration 137Q: 3 clusters Score -4387979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -4387978.500000 Penalty: 1030.039062
	Iteration 138Q: 3 clusters Score -4387978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -4387986.000000 Penalty: 1030.039062
	Iteration 139Q: 3 clusters Score -4387986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -4387985.500000 Penalty: 1030.039062
	Iteration 140F: 3 clusters Score -4387986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -4387986.000000 Penalty: 1030.039062
	Iteration 141Q: 3 clusters Score -4387986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 82116 members 
Entering Unmasked Estep 
Score: -4387986.000000 Penalty: 1030.039062
	Iteration 142Q: 3 clusters Score -4387986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -4387992.500000 Penalty: 1030.039062
	Iteration 143Q: 3 clusters Score -4387992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -4387990.000000 Penalty: 1030.039062
	Iteration 144Q: 3 clusters Score -4387990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -4387992.000000 Penalty: 1030.039062
	Iteration 145Q: 3 clusters Score -4387992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -4387992.000000 Penalty: 1030.039062
	Iteration 146F: 3 clusters Score -4387992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -125579.570312 Penalty: 353.660248
	Iteration 0F: 2 clusters Score -125579.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -123866.203125 Penalty: 707.320496
	Iteration 0F: 3 clusters Score -123866.2 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -124468.476562 Penalty: 707.320496
	Iteration 1F: 3 clusters Score -124468.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -124576.656250 Penalty: 707.320496
	Iteration 2F: 3 clusters Score -124576.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -124677.945312 Penalty: 707.320496
	Iteration 3F: 3 clusters Score -124677.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -124786.390625 Penalty: 707.320496
	Iteration 4F: 3 clusters Score -124786.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -124899.335938 Penalty: 707.320496
	Iteration 5F: 3 clusters Score -124899.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -125004.179688 Penalty: 707.320496
	Iteration 6F: 3 clusters Score -125004.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -125103.835938 Penalty: 707.320496
	Iteration 7Q: 3 clusters Score -125103.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -125186.867188 Penalty: 707.320496
	Iteration 8Q: 3 clusters Score -125186.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -125263.312500 Penalty: 707.320496
	Iteration 9Q: 3 clusters Score -125263.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -125323.085938 Penalty: 707.320496
	Iteration 10Q: 3 clusters Score -125323.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -125349.476562 Penalty: 707.320496
	Iteration 11Q: 3 clusters Score -125349.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -125369.093750 Penalty: 707.320496
	Iteration 12Q: 3 clusters Score -125369.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -125378.468750 Penalty: 707.320496
	Iteration 13Q: 3 clusters Score -125378.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -125390.164062 Penalty: 707.320496
	Iteration 14Q: 3 clusters Score -125390.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -125400.445312 Penalty: 707.320496
	Iteration 15Q: 3 clusters Score -125400.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -125410.554688 Penalty: 707.320496
	Iteration 16Q: 3 clusters Score -125410.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -125422.148438 Penalty: 707.320496
	Iteration 17Q: 3 clusters Score -125422.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -125431.984375 Penalty: 707.320496
	Iteration 18Q: 3 clusters Score -125432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -125437.140625 Penalty: 707.320496
	Iteration 19Q: 3 clusters Score -125437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -125440.187500 Penalty: 707.320496
	Iteration 20F: 3 clusters Score -125440.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -125442.054688 Penalty: 707.320496
	Iteration 21Q: 3 clusters Score -125442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -125444.179688 Penalty: 707.320496
	Iteration 22Q: 3 clusters Score -125444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -125445.375000 Penalty: 707.320496
	Iteration 23Q: 3 clusters Score -125445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -125446.164062 Penalty: 707.320496
	Iteration 24Q: 3 clusters Score -125446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -125446.414062 Penalty: 707.320496
	Iteration 25Q: 3 clusters Score -125446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -125446.578125 Penalty: 707.320496
	Iteration 26Q: 3 clusters Score -125446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -125446.578125 Penalty: 707.320496
	Iteration 27F: 3 clusters Score -125446.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (57895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Entering Unmasked Estep 
Score: -3238320.000000 Penalty: 498.970551
	Iteration 0F: 2 clusters Score -3238320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3199548.750000 Penalty: 997.941101
	Iteration 0F: 3 clusters Score -3199549 nChanged 28038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -3216211.750000 Penalty: 997.941101
	Iteration 1F: 3 clusters Score -3216212 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -3216905.000000 Penalty: 997.941101
	Iteration 2Q: 3 clusters Score -3216905 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -3218023.500000 Penalty: 997.941101
	Iteration 3Q: 3 clusters Score -3218024 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -3219995.500000 Penalty: 997.941101
	Iteration 4F: 3 clusters Score -3219996 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -3223105.250000 Penalty: 997.941101
	Iteration 5F: 3 clusters Score -3223105 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -3227274.750000 Penalty: 997.941101
	Iteration 6F: 3 clusters Score -3227275 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -3231580.250000 Penalty: 997.941101
	Iteration 7F: 3 clusters Score -3231580 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -3234654.000000 Penalty: 997.941101
	Iteration 8F: 3 clusters Score -3234654 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -3236376.750000 Penalty: 997.941101
	Iteration 9Q: 3 clusters Score -3236377 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 56937 members 
Entering Unmasked Estep 
Score: -3237207.000000 Penalty: 997.941101
	Iteration 10Q: 3 clusters Score -3237207 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -3237578.750000 Penalty: 997.941101
	Iteration 11Q: 3 clusters Score -3237579 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -3237731.250000 Penalty: 997.941101
	Iteration 12Q: 3 clusters Score -3237731 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -3237795.500000 Penalty: 997.941101
	Iteration 13Q: 3 clusters Score -3237796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -3237830.000000 Penalty: 997.941101
	Iteration 14Q: 3 clusters Score -3237830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 57779 members 
Entering Unmasked Estep 
Score: -3237853.750000 Penalty: 997.941101
	Iteration 15Q: 3 clusters Score -3237854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -3237865.750000 Penalty: 997.941101
	Iteration 16Q: 3 clusters Score -3237866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -3237871.500000 Penalty: 997.941101
	Iteration 17Q: 3 clusters Score -3237872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -3237879.000000 Penalty: 997.941101
	Iteration 18Q: 3 clusters Score -3237879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -3237882.000000 Penalty: 997.941101
	Iteration 19Q: 3 clusters Score -3237882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -3237887.750000 Penalty: 997.941101
	Iteration 20F: 3 clusters Score -3237888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -3237887.500000 Penalty: 997.941101
	Iteration 21Q: 3 clusters Score -3237888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -3237888.750000 Penalty: 997.941101
	Iteration 22Q: 3 clusters Score -3237889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -3237890.250000 Penalty: 997.941101
	Iteration 23Q: 3 clusters Score -3237890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -3237890.750000 Penalty: 997.941101
	Iteration 24Q: 3 clusters Score -3237891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -3237890.750000 Penalty: 997.941101
	Iteration 25F: 3 clusters Score -3237891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Entering Unmasked Estep 
Score: -1015824.125000 Penalty: 445.441650
	Iteration 0F: 2 clusters Score -1015824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1003917.375000 Penalty: 890.883301
	Iteration 0F: 3 clusters Score -1003917 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1008866.625000 Penalty: 890.883301
	Iteration 1F: 3 clusters Score -1008867 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1009318.062500 Penalty: 890.883301
	Iteration 2F: 3 clusters Score -1009318 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1010085.500000 Penalty: 890.883301
	Iteration 3F: 3 clusters Score -1010086 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1011274.812500 Penalty: 890.883301
	Iteration 4F: 3 clusters Score -1011275 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1012725.375000 Penalty: 890.883301
	Iteration 5F: 3 clusters Score -1012725 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1014046.875000 Penalty: 890.883301
	Iteration 6F: 3 clusters Score -1014047 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -1014834.312500 Penalty: 890.883301
	Iteration 7Q: 3 clusters Score -1014834 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1015184.437500 Penalty: 890.883301
	Iteration 8Q: 3 clusters Score -1015184 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1015334.312500 Penalty: 890.883301
	Iteration 9Q: 3 clusters Score -1015334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1015388.812500 Penalty: 890.883301
	Iteration 10Q: 3 clusters Score -1015389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1015418.312500 Penalty: 890.883301
	Iteration 11Q: 3 clusters Score -1015418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1015423.625000 Penalty: 890.883301
	Iteration 12Q: 3 clusters Score -1015424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -1015423.625000 Penalty: 890.883301
	Iteration 13F: 3 clusters Score -1015424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Entering Unmasked Estep 
Score: -2262573.750000 Penalty: 483.604309
	Iteration 0F: 2 clusters Score -2262574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2234651.000000 Penalty: 967.208618
	Iteration 0F: 3 clusters Score -2234651 nChanged 19951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2246415.250000 Penalty: 967.208618
	Iteration 1F: 3 clusters Score -2246415 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2246602.250000 Penalty: 967.208618
	Iteration 2Q: 3 clusters Score -2246602 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2246847.250000 Penalty: 967.208618
	Iteration 3Q: 3 clusters Score -2246847 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2247144.000000 Penalty: 967.208618
	Iteration 4Q: 3 clusters Score -2247144 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2247559.750000 Penalty: 967.208618
	Iteration 5Q: 3 clusters Score -2247560 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2248257.250000 Penalty: 967.208618
	Iteration 6Q: 3 clusters Score -2248257 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2249462.000000 Penalty: 967.208618
	Iteration 7F: 3 clusters Score -2249462 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2251384.250000 Penalty: 967.208618
	Iteration 8F: 3 clusters Score -2251384 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2254090.500000 Penalty: 967.208618
	Iteration 9F: 3 clusters Score -2254090 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2256973.250000 Penalty: 967.208618
	Iteration 10F: 3 clusters Score -2256973 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2259287.500000 Penalty: 967.208618
	Iteration 11F: 3 clusters Score -2259288 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2260745.750000 Penalty: 967.208618
	Iteration 12Q: 3 clusters Score -2260746 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2261582.000000 Penalty: 967.208618
	Iteration 13Q: 3 clusters Score -2261582 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2261906.500000 Penalty: 967.208618
	Iteration 14Q: 3 clusters Score -2261906 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2262025.250000 Penalty: 967.208618
	Iteration 15Q: 3 clusters Score -2262025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2262077.000000 Penalty: 967.208618
	Iteration 16Q: 3 clusters Score -2262077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2262099.750000 Penalty: 967.208618
	Iteration 17Q: 3 clusters Score -2262100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -2262107.250000 Penalty: 967.208618
	Iteration 18Q: 3 clusters Score -2262107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2262123.000000 Penalty: 967.208618
	Iteration 19Q: 3 clusters Score -2262123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -2262130.250000 Penalty: 967.208618
	Iteration 20F: 3 clusters Score -2262130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2262129.750000 Penalty: 967.208618
	Iteration 21Q: 3 clusters Score -2262130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -2262132.250000 Penalty: 967.208618
	Iteration 22Q: 3 clusters Score -2262132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -2262133.500000 Penalty: 967.208618
	Iteration 23Q: 3 clusters Score -2262134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2262136.750000 Penalty: 967.208618
	Iteration 24Q: 3 clusters Score -2262137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2262142.750000 Penalty: 967.208618
	Iteration 25Q: 3 clusters Score -2262143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2262145.500000 Penalty: 967.208618
	Iteration 26Q: 3 clusters Score -2262146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2262146.500000 Penalty: 967.208618
	Iteration 27Q: 3 clusters Score -2262146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2262150.250000 Penalty: 967.208618
	Iteration 28Q: 3 clusters Score -2262150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2262150.250000 Penalty: 967.208618
	Iteration 29Q: 3 clusters Score -2262150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2262150.250000 Penalty: 967.208618
	Iteration 30F: 3 clusters Score -2262150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Entering Unmasked Estep 
Score: -269797.812500 Penalty: 389.500183
	Iteration 0F: 2 clusters Score -269797.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -266331.375000 Penalty: 779.000366
	Iteration 0F: 3 clusters Score -266331.4 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -267631.656250 Penalty: 779.000366
	Iteration 1F: 3 clusters Score -267631.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -267790.812500 Penalty: 779.000366
	Iteration 2F: 3 clusters Score -267790.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -267974.250000 Penalty: 779.000366
	Iteration 3F: 3 clusters Score -267974.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -268175.937500 Penalty: 779.000366
	Iteration 4F: 3 clusters Score -268175.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -268406.687500 Penalty: 779.000366
	Iteration 5F: 3 clusters Score -268406.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -268664.375000 Penalty: 779.000366
	Iteration 6F: 3 clusters Score -268664.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -268874.375000 Penalty: 779.000366
	Iteration 7F: 3 clusters Score -268874.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -268988.187500 Penalty: 779.000366
	Iteration 8Q: 3 clusters Score -268988.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -269058.875000 Penalty: 779.000366
	Iteration 9Q: 3 clusters Score -269058.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -269111.125000 Penalty: 779.000366
	Iteration 10Q: 3 clusters Score -269111.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -269173.062500 Penalty: 779.000366
	Iteration 11Q: 3 clusters Score -269173.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -269245.718750 Penalty: 779.000366
	Iteration 12Q: 3 clusters Score -269245.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -269297.437500 Penalty: 779.000366
	Iteration 13Q: 3 clusters Score -269297.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -269345.093750 Penalty: 779.000366
	Iteration 14Q: 3 clusters Score -269345.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -269385.687500 Penalty: 779.000366
	Iteration 15Q: 3 clusters Score -269385.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -269412.500000 Penalty: 779.000366
	Iteration 16Q: 3 clusters Score -269412.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -269428.968750 Penalty: 779.000366
	Iteration 17Q: 3 clusters Score -269429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -269441.375000 Penalty: 779.000366
	Iteration 18Q: 3 clusters Score -269441.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -269450.156250 Penalty: 779.000366
	Iteration 19Q: 3 clusters Score -269450.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -269457.031250 Penalty: 779.000366
	Iteration 20F: 3 clusters Score -269457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -269460.468750 Penalty: 779.000366
	Iteration 21Q: 3 clusters Score -269460.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -269464.781250 Penalty: 779.000366
	Iteration 22Q: 3 clusters Score -269464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -269467.093750 Penalty: 779.000366
	Iteration 23Q: 3 clusters Score -269467.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -269469.343750 Penalty: 779.000366
	Iteration 24Q: 3 clusters Score -269469.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -269471.500000 Penalty: 779.000366
	Iteration 25Q: 3 clusters Score -269471.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -269471.718750 Penalty: 779.000366
	Iteration 26Q: 3 clusters Score -269471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -269472.531250 Penalty: 779.000366
	Iteration 27Q: 3 clusters Score -269472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -269472.718750 Penalty: 779.000366
	Iteration 28Q: 3 clusters Score -269472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -269472.750000 Penalty: 779.000366
	Iteration 29Q: 3 clusters Score -269472.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -269473.843750 Penalty: 779.000366
	Iteration 30Q: 3 clusters Score -269473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -269473.687500 Penalty: 779.000366
	Iteration 31Q: 3 clusters Score -269473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -269474.656250 Penalty: 779.000366
	Iteration 32Q: 3 clusters Score -269474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -269474.718750 Penalty: 779.000366
	Iteration 33Q: 3 clusters Score -269474.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -269474.781250 Penalty: 779.000366
	Iteration 34Q: 3 clusters Score -269474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -269474.781250 Penalty: 779.000366
	Iteration 35F: 3 clusters Score -269474.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Entering Unmasked Estep 
Score: -122494.632812 Penalty: 350.895844
	Iteration 0F: 2 clusters Score -122494.6 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 1114 members 
Entering Unmasked Estep 
Score: -120902.804688 Penalty: 701.791687
	Iteration 0F: 3 clusters Score -120902.8 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -121436.257812 Penalty: 701.791687
	Iteration 1F: 3 clusters Score -121436.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -121484.890625 Penalty: 701.791687
	Iteration 2F: 3 clusters Score -121484.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -121518.546875 Penalty: 701.791687
	Iteration 3Q: 3 clusters Score -121518.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -121536.453125 Penalty: 701.791687
	Iteration 4Q: 3 clusters Score -121536.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -121548.656250 Penalty: 701.791687
	Iteration 5Q: 3 clusters Score -121548.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -121562.664062 Penalty: 701.791687
	Iteration 6Q: 3 clusters Score -121562.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -121581.265625 Penalty: 701.791687
	Iteration 7Q: 3 clusters Score -121581.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -121600.367188 Penalty: 701.791687
	Iteration 8Q: 3 clusters Score -121600.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -121619.351562 Penalty: 701.791687
	Iteration 9Q: 3 clusters Score -121619.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -121635.000000 Penalty: 701.791687
	Iteration 10Q: 3 clusters Score -121635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -121651.085938 Penalty: 701.791687
	Iteration 11Q: 3 clusters Score -121651.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -121681.695312 Penalty: 701.791687
	Iteration 12Q: 3 clusters Score -121681.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -121723.148438 Penalty: 701.791687
	Iteration 13Q: 3 clusters Score -121723.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -121759.085938 Penalty: 701.791687
	Iteration 14Q: 3 clusters Score -121759.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -121804.554688 Penalty: 701.791687
	Iteration 15Q: 3 clusters Score -121804.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -121862.046875 Penalty: 701.791687
	Iteration 16Q: 3 clusters Score -121862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -121924.804688 Penalty: 701.791687
	Iteration 17Q: 3 clusters Score -121924.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -122008.859375 Penalty: 701.791687
	Iteration 18Q: 3 clusters Score -122008.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -122059.156250 Penalty: 701.791687
	Iteration 19Q: 3 clusters Score -122059.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -122086.773438 Penalty: 701.791687
	Iteration 20F: 3 clusters Score -122086.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -122112.015625 Penalty: 701.791687
	Iteration 21Q: 3 clusters Score -122112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -122130.679688 Penalty: 701.791687
	Iteration 22Q: 3 clusters Score -122130.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -122143.656250 Penalty: 701.791687
	Iteration 23Q: 3 clusters Score -122143.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -122153.867188 Penalty: 701.791687
	Iteration 24Q: 3 clusters Score -122153.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -122172.781250 Penalty: 701.791687
	Iteration 25Q: 3 clusters Score -122172.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -122196.117188 Penalty: 701.791687
	Iteration 26Q: 3 clusters Score -122196.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -122211.210938 Penalty: 701.791687
	Iteration 27Q: 3 clusters Score -122211.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -122218.734375 Penalty: 701.791687
	Iteration 28Q: 3 clusters Score -122218.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -122222.945312 Penalty: 701.791687
	Iteration 29Q: 3 clusters Score -122222.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -122230.718750 Penalty: 701.791687
	Iteration 30Q: 3 clusters Score -122230.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -122235.125000 Penalty: 701.791687
	Iteration 31Q: 3 clusters Score -122235.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -122238.750000 Penalty: 701.791687
	Iteration 32Q: 3 clusters Score -122238.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -122243.960938 Penalty: 701.791687
	Iteration 33Q: 3 clusters Score -122244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -122248.203125 Penalty: 701.791687
	Iteration 34Q: 3 clusters Score -122248.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -122251.648438 Penalty: 701.791687
	Iteration 35Q: 3 clusters Score -122251.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -122253.000000 Penalty: 701.791687
	Iteration 36Q: 3 clusters Score -122253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -122253.476562 Penalty: 701.791687
	Iteration 37Q: 3 clusters Score -122253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -122254.460938 Penalty: 701.791687
	Iteration 38Q: 3 clusters Score -122254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -122255.453125 Penalty: 701.791687
	Iteration 39Q: 3 clusters Score -122255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -122256.750000 Penalty: 701.791687
	Iteration 40F: 3 clusters Score -122256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -122256.960938 Penalty: 701.791687
	Iteration 41Q: 3 clusters Score -122257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -122257.335938 Penalty: 701.791687
	Iteration 42Q: 3 clusters Score -122257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -122257.898438 Penalty: 701.791687
	Iteration 43Q: 3 clusters Score -122257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -122258.750000 Penalty: 701.791687
	Iteration 44Q: 3 clusters Score -122258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -122260.679688 Penalty: 701.791687
	Iteration 45Q: 3 clusters Score -122260.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -122262.750000 Penalty: 701.791687
	Iteration 46Q: 3 clusters Score -122262.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -122264.585938 Penalty: 701.791687
	Iteration 47Q: 3 clusters Score -122264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -122265.109375 Penalty: 701.791687
	Iteration 48Q: 3 clusters Score -122265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -122265.476562 Penalty: 701.791687
	Iteration 49Q: 3 clusters Score -122265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -122265.632812 Penalty: 701.791687
	Iteration 50Q: 3 clusters Score -122265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -122265.968750 Penalty: 701.791687
	Iteration 51Q: 3 clusters Score -122266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -122265.968750 Penalty: 701.791687
	Iteration 52F: 3 clusters Score -122266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -74592.492188 Penalty: 328.058624
	Iteration 0F: 2 clusters Score -74592.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -73529.015625 Penalty: 656.117249
	Iteration 0F: 3 clusters Score -73529.02 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -73846.914062 Penalty: 656.117249
	Iteration 1F: 3 clusters Score -73846.91 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -73902.265625 Penalty: 656.117249
	Iteration 2F: 3 clusters Score -73902.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -73928.085938 Penalty: 656.117249
	Iteration 3F: 3 clusters Score -73928.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -73952.007812 Penalty: 656.117249
	Iteration 4Q: 3 clusters Score -73952.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -73967.710938 Penalty: 656.117249
	Iteration 5Q: 3 clusters Score -73967.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -73981.085938 Penalty: 656.117249
	Iteration 6Q: 3 clusters Score -73981.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -73996.367188 Penalty: 656.117249
	Iteration 7Q: 3 clusters Score -73996.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -74011.531250 Penalty: 656.117249
	Iteration 8Q: 3 clusters Score -74011.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -74026.976562 Penalty: 656.117249
	Iteration 9Q: 3 clusters Score -74026.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -74040.234375 Penalty: 656.117249
	Iteration 10Q: 3 clusters Score -74040.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -74049.460938 Penalty: 656.117249
	Iteration 11Q: 3 clusters Score -74049.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -74058.187500 Penalty: 656.117249
	Iteration 12Q: 3 clusters Score -74058.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -74068.953125 Penalty: 656.117249
	Iteration 13Q: 3 clusters Score -74068.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -74074.414062 Penalty: 656.117249
	Iteration 14Q: 3 clusters Score -74074.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -74078.570312 Penalty: 656.117249
	Iteration 15Q: 3 clusters Score -74078.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -74081.945312 Penalty: 656.117249
	Iteration 16Q: 3 clusters Score -74081.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -74088.382812 Penalty: 656.117249
	Iteration 17Q: 3 clusters Score -74088.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -74095.601562 Penalty: 656.117249
	Iteration 18Q: 3 clusters Score -74095.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -74101.882812 Penalty: 656.117249
	Iteration 19Q: 3 clusters Score -74101.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -74112.640625 Penalty: 656.117249
	Iteration 20F: 3 clusters Score -74112.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -74124.843750 Penalty: 656.117249
	Iteration 21Q: 3 clusters Score -74124.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -74137.554688 Penalty: 656.117249
	Iteration 22Q: 3 clusters Score -74137.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -74147.296875 Penalty: 656.117249
	Iteration 23Q: 3 clusters Score -74147.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -74161.601562 Penalty: 656.117249
	Iteration 24Q: 3 clusters Score -74161.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -74172.531250 Penalty: 656.117249
	Iteration 25Q: 3 clusters Score -74172.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -74179.054688 Penalty: 656.117249
	Iteration 26Q: 3 clusters Score -74179.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -74184.664062 Penalty: 656.117249
	Iteration 27Q: 3 clusters Score -74184.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -74190.171875 Penalty: 656.117249
	Iteration 28Q: 3 clusters Score -74190.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -74194.867188 Penalty: 656.117249
	Iteration 29Q: 3 clusters Score -74194.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -74198.968750 Penalty: 656.117249
	Iteration 30Q: 3 clusters Score -74198.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -74201.851562 Penalty: 656.117249
	Iteration 31Q: 3 clusters Score -74201.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -74203.960938 Penalty: 656.117249
	Iteration 32Q: 3 clusters Score -74203.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -74207.414062 Penalty: 656.117249
	Iteration 33Q: 3 clusters Score -74207.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -74210.023438 Penalty: 656.117249
	Iteration 34Q: 3 clusters Score -74210.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -74210.632812 Penalty: 656.117249
	Iteration 35Q: 3 clusters Score -74210.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -74211.390625 Penalty: 656.117249
	Iteration 36Q: 3 clusters Score -74211.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -74213.359375 Penalty: 656.117249
	Iteration 37Q: 3 clusters Score -74213.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -74213.664062 Penalty: 656.117249
	Iteration 38Q: 3 clusters Score -74213.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -74214.757812 Penalty: 656.117249
	Iteration 39Q: 3 clusters Score -74214.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -74215.960938 Penalty: 656.117249
	Iteration 40F: 3 clusters Score -74215.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -74216.421875 Penalty: 656.117249
	Iteration 41Q: 3 clusters Score -74216.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -74216.679688 Penalty: 656.117249
	Iteration 42Q: 3 clusters Score -74216.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -74217.000000 Penalty: 656.117249
	Iteration 43Q: 3 clusters Score -74217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -74217.484375 Penalty: 656.117249
	Iteration 44Q: 3 clusters Score -74217.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -74217.703125 Penalty: 656.117249
	Iteration 45Q: 3 clusters Score -74217.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -74217.703125 Penalty: 656.117249
	Iteration 46F: 3 clusters Score -74217.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -76956.406250 Penalty: 331.240387
	Iteration 0F: 2 clusters Score -76956.41 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 739 members 
Entering Unmasked Estep 
Score: -75867.210938 Penalty: 662.480774
	Iteration 0F: 3 clusters Score -75867.21 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -76211.273438 Penalty: 662.480774
	Iteration 1F: 3 clusters Score -76211.27 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -76302.523438 Penalty: 662.480774
	Iteration 2F: 3 clusters Score -76302.52 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -76383.210938 Penalty: 662.480774
	Iteration 3F: 3 clusters Score -76383.21 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -76450.281250 Penalty: 662.480774
	Iteration 4F: 3 clusters Score -76450.28 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -76544.171875 Penalty: 662.480774
	Iteration 5F: 3 clusters Score -76544.17 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -76633.890625 Penalty: 662.480774
	Iteration 6F: 3 clusters Score -76633.89 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -76694.234375 Penalty: 662.480774
	Iteration 7F: 3 clusters Score -76694.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -76743.664062 Penalty: 662.480774
	Iteration 8Q: 3 clusters Score -76743.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76783.179688 Penalty: 662.480774
	Iteration 9Q: 3 clusters Score -76783.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -76810.125000 Penalty: 662.480774
	Iteration 10Q: 3 clusters Score -76810.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -76832.695312 Penalty: 662.480774
	Iteration 11Q: 3 clusters Score -76832.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76848.515625 Penalty: 662.480774
	Iteration 12Q: 3 clusters Score -76848.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76857.078125 Penalty: 662.480774
	Iteration 13Q: 3 clusters Score -76857.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76863.875000 Penalty: 662.480774
	Iteration 14Q: 3 clusters Score -76863.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -76868.867188 Penalty: 662.480774
	Iteration 15Q: 3 clusters Score -76868.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76872.656250 Penalty: 662.480774
	Iteration 16Q: 3 clusters Score -76872.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76874.945312 Penalty: 662.480774
	Iteration 17Q: 3 clusters Score -76874.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76875.203125 Penalty: 662.480774
	Iteration 18Q: 3 clusters Score -76875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76875.765625 Penalty: 662.480774
	Iteration 19Q: 3 clusters Score -76875.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -76876.085938 Penalty: 662.480774
	Iteration 20F: 3 clusters Score -76876.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -76876.234375 Penalty: 662.480774
	Iteration 21Q: 3 clusters Score -76876.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -76876.679688 Penalty: 662.480774
	Iteration 22Q: 3 clusters Score -76876.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76877.125000 Penalty: 662.480774
	Iteration 23Q: 3 clusters Score -76877.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76877.125000 Penalty: 662.480774
	Iteration 24F: 3 clusters Score -76877.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -93936.695312 Penalty: 344.361267
	Iteration 0F: 2 clusters Score -93936.7 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 968 members 
Entering Unmasked Estep 
Score: -92538.546875 Penalty: 688.722534
	Iteration 0F: 3 clusters Score -92538.55 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -93088.726562 Penalty: 688.722534
	Iteration 1F: 3 clusters Score -93088.73 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -93207.039062 Penalty: 688.722534
	Iteration 2F: 3 clusters Score -93207.04 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -93311.429688 Penalty: 688.722534
	Iteration 3F: 3 clusters Score -93311.43 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -93378.562500 Penalty: 688.722534
	Iteration 4F: 3 clusters Score -93378.56 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -93424.117188 Penalty: 688.722534
	Iteration 5Q: 3 clusters Score -93424.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -93456.023438 Penalty: 688.722534
	Iteration 6Q: 3 clusters Score -93456.02 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -93475.890625 Penalty: 688.722534
	Iteration 7Q: 3 clusters Score -93475.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -93495.429688 Penalty: 688.722534
	Iteration 8Q: 3 clusters Score -93495.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -93518.164062 Penalty: 688.722534
	Iteration 9Q: 3 clusters Score -93518.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -93539.375000 Penalty: 688.722534
	Iteration 10Q: 3 clusters Score -93539.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -93553.507812 Penalty: 688.722534
	Iteration 11Q: 3 clusters Score -93553.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -93567.656250 Penalty: 688.722534
	Iteration 12Q: 3 clusters Score -93567.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -93587.453125 Penalty: 688.722534
	Iteration 13Q: 3 clusters Score -93587.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -93602.257812 Penalty: 688.722534
	Iteration 14Q: 3 clusters Score -93602.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -93620.937500 Penalty: 688.722534
	Iteration 15Q: 3 clusters Score -93620.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -93637.781250 Penalty: 688.722534
	Iteration 16Q: 3 clusters Score -93637.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -93652.828125 Penalty: 688.722534
	Iteration 17Q: 3 clusters Score -93652.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -93669.539062 Penalty: 688.722534
	Iteration 18Q: 3 clusters Score -93669.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -93697.093750 Penalty: 688.722534
	Iteration 19Q: 3 clusters Score -93697.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -93724.382812 Penalty: 688.722534
	Iteration 20F: 3 clusters Score -93724.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -93738.804688 Penalty: 688.722534
	Iteration 21Q: 3 clusters Score -93738.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -93750.867188 Penalty: 688.722534
	Iteration 22Q: 3 clusters Score -93750.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -93759.656250 Penalty: 688.722534
	Iteration 23Q: 3 clusters Score -93759.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -93766.203125 Penalty: 688.722534
	Iteration 24Q: 3 clusters Score -93766.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -93772.328125 Penalty: 688.722534
	Iteration 25Q: 3 clusters Score -93772.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -93778.476562 Penalty: 688.722534
	Iteration 26Q: 3 clusters Score -93778.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -93782.562500 Penalty: 688.722534
	Iteration 27Q: 3 clusters Score -93782.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -93785.234375 Penalty: 688.722534
	Iteration 28Q: 3 clusters Score -93785.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -93788.734375 Penalty: 688.722534
	Iteration 29Q: 3 clusters Score -93788.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -93794.671875 Penalty: 688.722534
	Iteration 30Q: 3 clusters Score -93794.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -93802.164062 Penalty: 688.722534
	Iteration 31Q: 3 clusters Score -93802.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -93805.460938 Penalty: 688.722534
	Iteration 32Q: 3 clusters Score -93805.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -93808.453125 Penalty: 688.722534
	Iteration 33Q: 3 clusters Score -93808.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -93808.921875 Penalty: 688.722534
	Iteration 34Q: 3 clusters Score -93808.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -93808.867188 Penalty: 688.722534
	Iteration 35Q: 3 clusters Score -93808.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -93808.992188 Penalty: 688.722534
	Iteration 36Q: 3 clusters Score -93808.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -93809.281250 Penalty: 688.722534
	Iteration 37Q: 3 clusters Score -93809.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -93809.281250 Penalty: 688.722534
	Iteration 38F: 3 clusters Score -93809.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Entering Unmasked Estep 
Score: -1068925.625000 Penalty: 448.834137
	Iteration 0F: 2 clusters Score -1068926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1056104.875000 Penalty: 897.668274
	Iteration 0F: 3 clusters Score -1056105 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1061496.125000 Penalty: 897.668274
	Iteration 1F: 3 clusters Score -1061496 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1062045.500000 Penalty: 897.668274
	Iteration 2F: 3 clusters Score -1062046 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1062917.750000 Penalty: 897.668274
	Iteration 3F: 3 clusters Score -1062918 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1064282.875000 Penalty: 897.668274
	Iteration 4F: 3 clusters Score -1064283 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1066052.375000 Penalty: 897.668274
	Iteration 5F: 3 clusters Score -1066052 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -1067504.250000 Penalty: 897.668274
	Iteration 6F: 3 clusters Score -1067504 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -1068192.125000 Penalty: 897.668274
	Iteration 7Q: 3 clusters Score -1068192 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -1068427.875000 Penalty: 897.668274
	Iteration 8Q: 3 clusters Score -1068428 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -1068521.875000 Penalty: 897.668274
	Iteration 9Q: 3 clusters Score -1068522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -1068556.500000 Penalty: 897.668274
	Iteration 10Q: 3 clusters Score -1068556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -1068572.000000 Penalty: 897.668274
	Iteration 11Q: 3 clusters Score -1068572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -1068582.625000 Penalty: 897.668274
	Iteration 12Q: 3 clusters Score -1068583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -1068589.125000 Penalty: 897.668274
	Iteration 13Q: 3 clusters Score -1068589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -1068594.375000 Penalty: 897.668274
	Iteration 14Q: 3 clusters Score -1068594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -1068597.250000 Penalty: 897.668274
	Iteration 15Q: 3 clusters Score -1068597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1068598.375000 Penalty: 897.668274
	Iteration 16Q: 3 clusters Score -1068598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -1068598.375000 Penalty: 897.668274
	Iteration 17F: 3 clusters Score -1068598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Entering Unmasked Estep 
Score: -3378107.500000 Penalty: 502.569275
	Iteration 0F: 2 clusters Score -3378108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -3335798.250000 Penalty: 1005.138550
	Iteration 0F: 3 clusters Score -3335798 nChanged 30671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3355350.000000 Penalty: 1005.138550
	Iteration 1F: 3 clusters Score -3355350 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3356923.250000 Penalty: 1005.138550
	Iteration 2F: 3 clusters Score -3356923 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3359395.500000 Penalty: 1005.138550
	Iteration 3F: 3 clusters Score -3359396 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3363110.000000 Penalty: 1005.138550
	Iteration 4F: 3 clusters Score -3363110 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3367810.500000 Penalty: 1005.138550
	Iteration 5F: 3 clusters Score -3367810 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -3371793.500000 Penalty: 1005.138550
	Iteration 6F: 3 clusters Score -3371794 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3374252.500000 Penalty: 1005.138550
	Iteration 7Q: 3 clusters Score -3374252 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -3375589.250000 Penalty: 1005.138550
	Iteration 8Q: 3 clusters Score -3375589 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3376351.000000 Penalty: 1005.138550
	Iteration 9Q: 3 clusters Score -3376351 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3376810.250000 Penalty: 1005.138550
	Iteration 10Q: 3 clusters Score -3376810 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3377117.500000 Penalty: 1005.138550
	Iteration 11Q: 3 clusters Score -3377118 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3377313.500000 Penalty: 1005.138550
	Iteration 12Q: 3 clusters Score -3377314 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3377428.500000 Penalty: 1005.138550
	Iteration 13Q: 3 clusters Score -3377428 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3377512.500000 Penalty: 1005.138550
	Iteration 14Q: 3 clusters Score -3377512 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3377565.750000 Penalty: 1005.138550
	Iteration 15Q: 3 clusters Score -3377566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3377602.000000 Penalty: 1005.138550
	Iteration 16Q: 3 clusters Score -3377602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62370 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3377632.000000 Penalty: 1005.138550
	Iteration 17Q: 3 clusters Score -3377632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3377640.750000 Penalty: 1005.138550
	Iteration 18Q: 3 clusters Score -3377641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3377660.500000 Penalty: 1005.138550
	Iteration 19Q: 3 clusters Score -3377660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3377662.250000 Penalty: 1005.138550
	Iteration 20F: 3 clusters Score -3377662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3377662.500000 Penalty: 1005.138550
	Iteration 21Q: 3 clusters Score -3377662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3377666.250000 Penalty: 1005.138550
	Iteration 22Q: 3 clusters Score -3377666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3377669.000000 Penalty: 1005.138550
	Iteration 23Q: 3 clusters Score -3377669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3377674.750000 Penalty: 1005.138550
	Iteration 24Q: 3 clusters Score -3377675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3377676.250000 Penalty: 1005.138550
	Iteration 25Q: 3 clusters Score -3377676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3377681.250000 Penalty: 1005.138550
	Iteration 26Q: 3 clusters Score -3377681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3377681.750000 Penalty: 1005.138550
	Iteration 27Q: 3 clusters Score -3377682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3377686.250000 Penalty: 1005.138550
	Iteration 28Q: 3 clusters Score -3377686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62486 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3377690.000000 Penalty: 1005.138550
	Iteration 29Q: 3 clusters Score -3377690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3377692.750000 Penalty: 1005.138550
	Iteration 30Q: 3 clusters Score -3377693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3377694.500000 Penalty: 1005.138550
	Iteration 31Q: 3 clusters Score -3377694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3377694.500000 Penalty: 1005.138550
	Iteration 32F: 3 clusters Score -3377694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (67919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67919 members 
Entering Unmasked Estep 
Score: -3694320.250000 Penalty: 506.236237
	Iteration 0F: 2 clusters Score -3694320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -3648497.250000 Penalty: 1012.472473
	Iteration 0F: 3 clusters Score -3648497 nChanged 33058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3668615.750000 Penalty: 1012.472473
	Iteration 1F: 3 clusters Score -3668616 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3669701.500000 Penalty: 1012.472473
	Iteration 2Q: 3 clusters Score -3669702 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3671667.500000 Penalty: 1012.472473
	Iteration 3F: 3 clusters Score -3671668 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3675001.750000 Penalty: 1012.472473
	Iteration 4F: 3 clusters Score -3675002 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3680092.500000 Penalty: 1012.472473
	Iteration 5F: 3 clusters Score -3680092 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -3685593.750000 Penalty: 1012.472473
	Iteration 6F: 3 clusters Score -3685594 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3689728.750000 Penalty: 1012.472473
	Iteration 7F: 3 clusters Score -3689729 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3691946.250000 Penalty: 1012.472473
	Iteration 8Q: 3 clusters Score -3691946 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3693080.000000 Penalty: 1012.472473
	Iteration 9Q: 3 clusters Score -3693080 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3693575.250000 Penalty: 1012.472473
	Iteration 10Q: 3 clusters Score -3693575 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3693766.500000 Penalty: 1012.472473
	Iteration 11Q: 3 clusters Score -3693766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3693831.000000 Penalty: 1012.472473
	Iteration 12Q: 3 clusters Score -3693831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -3693864.500000 Penalty: 1012.472473
	Iteration 13Q: 3 clusters Score -3693864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -3693890.500000 Penalty: 1012.472473
	Iteration 14Q: 3 clusters Score -3693890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -3693900.750000 Penalty: 1012.472473
	Iteration 15Q: 3 clusters Score -3693901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -3693906.750000 Penalty: 1012.472473
	Iteration 16Q: 3 clusters Score -3693907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3693914.750000 Penalty: 1012.472473
	Iteration 17Q: 3 clusters Score -3693915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -3693918.750000 Penalty: 1012.472473
	Iteration 18Q: 3 clusters Score -3693919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3693920.250000 Penalty: 1012.472473
	Iteration 19Q: 3 clusters Score -3693920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3693923.000000 Penalty: 1012.472473
	Iteration 20F: 3 clusters Score -3693923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -3693921.750000 Penalty: 1012.472473
	Iteration 21Q: 3 clusters Score -3693922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -3693923.750000 Penalty: 1012.472473
	Iteration 22Q: 3 clusters Score -3693924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -3693923.750000 Penalty: 1012.472473
	Iteration 23F: 3 clusters Score -3693924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -77103.210938 Penalty: 331.490570
	Iteration 0F: 2 clusters Score -77103.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -75981.023438 Penalty: 662.981140
	Iteration 0F: 3 clusters Score -75981.02 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -76252.421875 Penalty: 662.981140
	Iteration 1F: 3 clusters Score -76252.42 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -76290.335938 Penalty: 662.981140
	Iteration 2F: 3 clusters Score -76290.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -76322.125000 Penalty: 662.981140
	Iteration 3Q: 3 clusters Score -76322.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -76344.859375 Penalty: 662.981140
	Iteration 4Q: 3 clusters Score -76344.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -76364.703125 Penalty: 662.981140
	Iteration 5Q: 3 clusters Score -76364.7 nChanged 45
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: -76381.953125 Penalty: 662.981140
	Iteration 6Q: 3 clusters Score -76381.95 nChanged 40
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: -76392.523438 Penalty: 662.981140
	Iteration 7Q: 3 clusters Score -76392.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -76403.460938 Penalty: 662.981140
	Iteration 8Q: 3 clusters Score -76403.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -76415.007812 Penalty: 662.981140
	Iteration 9Q: 3 clusters Score -76415.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -76430.859375 Penalty: 662.981140
	Iteration 10Q: 3 clusters Score -76430.86 nChanged 32
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: -76445.742188 Penalty: 662.981140
	Iteration 11Q: 3 clusters Score -76445.74 nChanged 40
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: -76470.390625 Penalty: 662.981140
	Iteration 12Q: 3 clusters Score -76470.39 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -76500.351562 Penalty: 662.981140
	Iteration 13Q: 3 clusters Score -76500.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -76525.578125 Penalty: 662.981140
	Iteration 14Q: 3 clusters Score -76525.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -76557.750000 Penalty: 662.981140
	Iteration 15Q: 3 clusters Score -76557.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -76585.109375 Penalty: 662.981140
	Iteration 16Q: 3 clusters Score -76585.11 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -76621.046875 Penalty: 662.981140
	Iteration 17Q: 3 clusters Score -76621.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -76656.570312 Penalty: 662.981140
	Iteration 18Q: 3 clusters Score -76656.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -76693.578125 Penalty: 662.981140
	Iteration 19Q: 3 clusters Score -76693.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -76728.695312 Penalty: 662.981140
	Iteration 20F: 3 clusters Score -76728.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -76759.781250 Penalty: 662.981140
	Iteration 21Q: 3 clusters Score -76759.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -76782.687500 Penalty: 662.981140
	Iteration 22Q: 3 clusters Score -76782.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -76792.765625 Penalty: 662.981140
	Iteration 23Q: 3 clusters Score -76792.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -76804.718750 Penalty: 662.981140
	Iteration 24Q: 3 clusters Score -76804.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -76807.156250 Penalty: 662.981140
	Iteration 25Q: 3 clusters Score -76807.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -76809.335938 Penalty: 662.981140
	Iteration 26Q: 3 clusters Score -76809.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -76809.601562 Penalty: 662.981140
	Iteration 27Q: 3 clusters Score -76809.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -76809.703125 Penalty: 662.981140
	Iteration 28Q: 3 clusters Score -76809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -76809.703125 Penalty: 662.981140
	Iteration 29F: 3 clusters Score -76809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110819 members 
Entering Unmasked Estep 
Score: -6022579.000000 Penalty: 528.512268
	Iteration 0F: 2 clusters Score -6022579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -5950323.000000 Penalty: 1057.024536
	Iteration 0F: 3 clusters Score -5950323 nChanged 54566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -5982908.500000 Penalty: 1057.024536
	Iteration 1F: 3 clusters Score -5982908 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -5984742.000000 Penalty: 1057.024536
	Iteration 2Q: 3 clusters Score -5984742 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -5987944.500000 Penalty: 1057.024536
	Iteration 3F: 3 clusters Score -5987944 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -5992723.000000 Penalty: 1057.024536
	Iteration 4F: 3 clusters Score -5992723 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -5999067.000000 Penalty: 1057.024536
	Iteration 5F: 3 clusters Score -5999067 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -6005373.500000 Penalty: 1057.024536
	Iteration 6F: 3 clusters Score -6005374 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -6010655.000000 Penalty: 1057.024536
	Iteration 7F: 3 clusters Score -6010655 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 99335 members 
Entering Unmasked Estep 
Score: -6013952.000000 Penalty: 1057.024536
	Iteration 8Q: 3 clusters Score -6013952 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 101622 members 
Entering Unmasked Estep 
Score: -6015724.000000 Penalty: 1057.024536
	Iteration 9Q: 3 clusters Score -6015724 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 103382 members 
Entering Unmasked Estep 
Score: -6016928.500000 Penalty: 1057.024536
	Iteration 10Q: 3 clusters Score -6016928 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 104842 members 
Entering Unmasked Estep 
Score: -6017905.500000 Penalty: 1057.024536
	Iteration 11Q: 3 clusters Score -6017906 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 106088 members 
Entering Unmasked Estep 
Score: -6018681.500000 Penalty: 1057.024536
	Iteration 12Q: 3 clusters Score -6018682 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 107142 members 
Entering Unmasked Estep 
Score: -6019367.500000 Penalty: 1057.024536
	Iteration 13Q: 3 clusters Score -6019368 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 108055 members 
Entering Unmasked Estep 
Score: -6020009.000000 Penalty: 1057.024536
	Iteration 14Q: 3 clusters Score -6020009 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -6020534.000000 Penalty: 1057.024536
	Iteration 15Q: 3 clusters Score -6020534 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 109266 members 
Entering Unmasked Estep 
Score: -6020907.000000 Penalty: 1057.024536
	Iteration 16Q: 3 clusters Score -6020907 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 109679 members 
Entering Unmasked Estep 
Score: -6021202.500000 Penalty: 1057.024536
	Iteration 17Q: 3 clusters Score -6021202 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 109999 members 
Entering Unmasked Estep 
Score: -6021440.000000 Penalty: 1057.024536
	Iteration 18Q: 3 clusters Score -6021440 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -6021677.000000 Penalty: 1057.024536
	Iteration 19Q: 3 clusters Score -6021677 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 110407 members 
Entering Unmasked Estep 
Score: -6021836.000000 Penalty: 1057.024536
	Iteration 20F: 3 clusters Score -6021836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 110500 members 
Entering Unmasked Estep 
Score: -6021912.500000 Penalty: 1057.024536
	Iteration 21Q: 3 clusters Score -6021912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 110559 members 
Entering Unmasked Estep 
Score: -6021973.000000 Penalty: 1057.024536
	Iteration 22Q: 3 clusters Score -6021973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 110602 members 
Entering Unmasked Estep 
Score: -6022001.000000 Penalty: 1057.024536
	Iteration 23Q: 3 clusters Score -6022001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 110620 members 
Entering Unmasked Estep 
Score: -6022014.500000 Penalty: 1057.024536
	Iteration 24Q: 3 clusters Score -6022014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 110633 members 
Entering Unmasked Estep 
Score: -6022033.000000 Penalty: 1057.024536
	Iteration 25Q: 3 clusters Score -6022033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 110639 members 
Entering Unmasked Estep 
Score: -6022049.500000 Penalty: 1057.024536
	Iteration 26Q: 3 clusters Score -6022050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 110646 members 
Entering Unmasked Estep 
Score: -6022057.500000 Penalty: 1057.024536
	Iteration 27Q: 3 clusters Score -6022058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -6022061.000000 Penalty: 1057.024536
	Iteration 28Q: 3 clusters Score -6022061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -6022067.500000 Penalty: 1057.024536
	Iteration 29Q: 3 clusters Score -6022068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
Score: -6022074.000000 Penalty: 1057.024536
	Iteration 30Q: 3 clusters Score -6022074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
Score: -6022072.500000 Penalty: 1057.024536
	Iteration 31Q: 3 clusters Score -6022072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 110671 members 
Entering Unmasked Estep 
Score: -6022079.000000 Penalty: 1057.024536
	Iteration 32Q: 3 clusters Score -6022079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 110671 members 
Entering Unmasked Estep 
Score: -6022079.000000 Penalty: 1057.024536
	Iteration 33F: 3 clusters Score -6022079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (78173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Entering Unmasked Estep 
Score: -4104782.750000 Penalty: 512.633911
	Iteration 0F: 2 clusters Score -4104783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -4052440.250000 Penalty: 1025.267822
	Iteration 0F: 3 clusters Score -4052440 nChanged 38131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -4076635.250000 Penalty: 1025.267822
	Iteration 1F: 3 clusters Score -4076635 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -4078837.750000 Penalty: 1025.267822
	Iteration 2F: 3 clusters Score -4078838 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -4082203.750000 Penalty: 1025.267822
	Iteration 3F: 3 clusters Score -4082204 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -4086826.000000 Penalty: 1025.267822
	Iteration 4F: 3 clusters Score -4086826 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -4091558.500000 Penalty: 1025.267822
	Iteration 5F: 3 clusters Score -4091558 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -4094303.500000 Penalty: 1025.267822
	Iteration 6F: 3 clusters Score -4094304 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -4095298.500000 Penalty: 1025.267822
	Iteration 7Q: 3 clusters Score -4095298 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -4095846.750000 Penalty: 1025.267822
	Iteration 8Q: 3 clusters Score -4095847 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -4096243.500000 Penalty: 1025.267822
	Iteration 9Q: 3 clusters Score -4096244 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -4096567.000000 Penalty: 1025.267822
	Iteration 10Q: 3 clusters Score -4096567 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -4096887.750000 Penalty: 1025.267822
	Iteration 11Q: 3 clusters Score -4096888 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -4097184.250000 Penalty: 1025.267822
	Iteration 12Q: 3 clusters Score -4097184 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -4097462.750000 Penalty: 1025.267822
	Iteration 13Q: 3 clusters Score -4097463 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -4097712.750000 Penalty: 1025.267822
	Iteration 14Q: 3 clusters Score -4097713 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -4097955.500000 Penalty: 1025.267822
	Iteration 15Q: 3 clusters Score -4097956 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -4098165.500000 Penalty: 1025.267822
	Iteration 16Q: 3 clusters Score -4098166 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -4098372.500000 Penalty: 1025.267822
	Iteration 17Q: 3 clusters Score -4098372 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -4098571.250000 Penalty: 1025.267822
	Iteration 18Q: 3 clusters Score -4098571 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -4098792.250000 Penalty: 1025.267822
	Iteration 19Q: 3 clusters Score -4098792 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -4098990.000000 Penalty: 1025.267822
	Iteration 20F: 3 clusters Score -4098990 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 64768 members 
Entering Unmasked Estep 
Score: -4099182.000000 Penalty: 1025.267822
	Iteration 21Q: 3 clusters Score -4099182 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -4099361.500000 Penalty: 1025.267822
	Iteration 22Q: 3 clusters Score -4099362 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -4099568.750000 Penalty: 1025.267822
	Iteration 23Q: 3 clusters Score -4099569 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -4099722.000000 Penalty: 1025.267822
	Iteration 24Q: 3 clusters Score -4099722 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -4099907.000000 Penalty: 1025.267822
	Iteration 25Q: 3 clusters Score -4099907 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -4100090.250000 Penalty: 1025.267822
	Iteration 26Q: 3 clusters Score -4100090 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -4100280.500000 Penalty: 1025.267822
	Iteration 27Q: 3 clusters Score -4100280 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 68976 members 
Entering Unmasked Estep 
Score: -4100528.500000 Penalty: 1025.267822
	Iteration 28Q: 3 clusters Score -4100528 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -4100767.000000 Penalty: 1025.267822
	Iteration 29Q: 3 clusters Score -4100767 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 70412 members 
Entering Unmasked Estep 
Score: -4101062.000000 Penalty: 1025.267822
	Iteration 30Q: 3 clusters Score -4101062 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -4101331.000000 Penalty: 1025.267822
	Iteration 31Q: 3 clusters Score -4101331 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -4101629.250000 Penalty: 1025.267822
	Iteration 32Q: 3 clusters Score -4101629 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -4101909.250000 Penalty: 1025.267822
	Iteration 33Q: 3 clusters Score -4101909 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -4102224.750000 Penalty: 1025.267822
	Iteration 34Q: 3 clusters Score -4102225 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -4102521.500000 Penalty: 1025.267822
	Iteration 35Q: 3 clusters Score -4102522 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
Score: -4102822.000000 Penalty: 1025.267822
	Iteration 36Q: 3 clusters Score -4102822 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -4103061.750000 Penalty: 1025.267822
	Iteration 37Q: 3 clusters Score -4103062 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 75536 members 
Entering Unmasked Estep 
Score: -4103250.750000 Penalty: 1025.267822
	Iteration 38Q: 3 clusters Score -4103251 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -4103415.750000 Penalty: 1025.267822
	Iteration 39Q: 3 clusters Score -4103416 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -4103564.250000 Penalty: 1025.267822
	Iteration 40F: 3 clusters Score -4103564 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 76558 members 
Entering Unmasked Estep 
Score: -4103698.750000 Penalty: 1025.267822
	Iteration 41Q: 3 clusters Score -4103699 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 76787 members 
Entering Unmasked Estep 
Score: -4103798.250000 Penalty: 1025.267822
	Iteration 42Q: 3 clusters Score -4103798 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -4103872.000000 Penalty: 1025.267822
	Iteration 43Q: 3 clusters Score -4103872 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -4103952.250000 Penalty: 1025.267822
	Iteration 44Q: 3 clusters Score -4103952 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -4104039.250000 Penalty: 1025.267822
	Iteration 45Q: 3 clusters Score -4104039 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -4104112.750000 Penalty: 1025.267822
	Iteration 46Q: 3 clusters Score -4104113 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 77532 members 
Entering Unmasked Estep 
Score: -4104170.500000 Penalty: 1025.267822
	Iteration 47Q: 3 clusters Score -4104170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -4104217.000000 Penalty: 1025.267822
	Iteration 48Q: 3 clusters Score -4104217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -4104242.750000 Penalty: 1025.267822
	Iteration 49Q: 3 clusters Score -4104243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 77692 members 
Entering Unmasked Estep 
Score: -4104258.500000 Penalty: 1025.267822
	Iteration 50Q: 3 clusters Score -4104258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -4104276.500000 Penalty: 1025.267822
	Iteration 51Q: 3 clusters Score -4104276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -4104286.500000 Penalty: 1025.267822
	Iteration 52Q: 3 clusters Score -4104286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 77771 members 
Entering Unmasked Estep 
Score: -4104297.250000 Penalty: 1025.267822
	Iteration 53Q: 3 clusters Score -4104297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -4104297.250000 Penalty: 1025.267822
	Iteration 54Q: 3 clusters Score -4104297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -4104299.000000 Penalty: 1025.267822
	Iteration 55Q: 3 clusters Score -4104299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -4104300.500000 Penalty: 1025.267822
	Iteration 56Q: 3 clusters Score -4104300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -4104306.750000 Penalty: 1025.267822
	Iteration 57Q: 3 clusters Score -4104307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -4104310.750000 Penalty: 1025.267822
	Iteration 58Q: 3 clusters Score -4104311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -4104310.500000 Penalty: 1025.267822
	Iteration 59Q: 3 clusters Score -4104310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -4104314.000000 Penalty: 1025.267822
	Iteration 60F: 3 clusters Score -4104314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 77834 members 
Entering Unmasked Estep 
Score: -4104315.750000 Penalty: 1025.267822
	Iteration 61Q: 3 clusters Score -4104316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -4104319.500000 Penalty: 1025.267822
	Iteration 62Q: 3 clusters Score -4104320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
Score: -4104326.000000 Penalty: 1025.267822
	Iteration 63Q: 3 clusters Score -4104326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -4104334.500000 Penalty: 1025.267822
	Iteration 64Q: 3 clusters Score -4104334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -4104339.750000 Penalty: 1025.267822
	Iteration 65Q: 3 clusters Score -4104340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -4104342.250000 Penalty: 1025.267822
	Iteration 66Q: 3 clusters Score -4104342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 77882 members 
Entering Unmasked Estep 
Score: -4104349.250000 Penalty: 1025.267822
	Iteration 67Q: 3 clusters Score -4104349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 77888 members 
Entering Unmasked Estep 
Score: -4104350.500000 Penalty: 1025.267822
	Iteration 68Q: 3 clusters Score -4104350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -4104354.750000 Penalty: 1025.267822
	Iteration 69Q: 3 clusters Score -4104355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 77898 members 
Entering Unmasked Estep 
Score: -4104358.250000 Penalty: 1025.267822
	Iteration 70Q: 3 clusters Score -4104358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -4104360.500000 Penalty: 1025.267822
	Iteration 71Q: 3 clusters Score -4104360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -4104363.000000 Penalty: 1025.267822
	Iteration 72Q: 3 clusters Score -4104363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -4104363.000000 Penalty: 1025.267822
	Iteration 73Q: 3 clusters Score -4104363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 77918 members 
Entering Unmasked Estep 
Score: -4104365.500000 Penalty: 1025.267822
	Iteration 74Q: 3 clusters Score -4104366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 77920 members 
Entering Unmasked Estep 
Score: -4104366.000000 Penalty: 1025.267822
	Iteration 75Q: 3 clusters Score -4104366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -4104368.250000 Penalty: 1025.267822
	Iteration 76Q: 3 clusters Score -4104368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 77928 members 
Entering Unmasked Estep 
Score: -4104368.500000 Penalty: 1025.267822
	Iteration 77Q: 3 clusters Score -4104368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -4104372.500000 Penalty: 1025.267822
	Iteration 78Q: 3 clusters Score -4104372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -4104373.750000 Penalty: 1025.267822
	Iteration 79Q: 3 clusters Score -4104374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -4104374.250000 Penalty: 1025.267822
	Iteration 80F: 3 clusters Score -4104374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -4104373.750000 Penalty: 1025.267822
	Iteration 81Q: 3 clusters Score -4104374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -4104374.250000 Penalty: 1025.267822
	Iteration 82Q: 3 clusters Score -4104374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -4104374.250000 Penalty: 1025.267822
	Iteration 83F: 3 clusters Score -4104374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Entering Unmasked Estep 
Score: -553678.437500 Penalty: 423.806580
	Iteration 0F: 2 clusters Score -553678.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -546267.250000 Penalty: 847.613159
	Iteration 0F: 3 clusters Score -546267.2 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -549132.187500 Penalty: 847.613159
	Iteration 1F: 3 clusters Score -549132.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -549326.812500 Penalty: 847.613159
	Iteration 2Q: 3 clusters Score -549326.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -549584.437500 Penalty: 847.613159
	Iteration 3Q: 3 clusters Score -549584.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -549894.312500 Penalty: 847.613159
	Iteration 4F: 3 clusters Score -549894.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -550385.562500 Penalty: 847.613159
	Iteration 5F: 3 clusters Score -550385.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -551069.562500 Penalty: 847.613159
	Iteration 6F: 3 clusters Score -551069.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -551749.062500 Penalty: 847.613159
	Iteration 7F: 3 clusters Score -551749.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -552186.937500 Penalty: 847.613159
	Iteration 8F: 3 clusters Score -552186.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -552420.875000 Penalty: 847.613159
	Iteration 9Q: 3 clusters Score -552420.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -552601.750000 Penalty: 847.613159
	Iteration 10Q: 3 clusters Score -552601.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -552774.000000 Penalty: 847.613159
	Iteration 11Q: 3 clusters Score -552774 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -552940.000000 Penalty: 847.613159
	Iteration 12Q: 3 clusters Score -552940 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -553126.062500 Penalty: 847.613159
	Iteration 13Q: 3 clusters Score -553126.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -553299.562500 Penalty: 847.613159
	Iteration 14Q: 3 clusters Score -553299.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -553406.000000 Penalty: 847.613159
	Iteration 15Q: 3 clusters Score -553406 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -553457.625000 Penalty: 847.613159
	Iteration 16Q: 3 clusters Score -553457.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -553482.062500 Penalty: 847.613159
	Iteration 17Q: 3 clusters Score -553482.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -553492.937500 Penalty: 847.613159
	Iteration 18Q: 3 clusters Score -553492.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -553498.125000 Penalty: 847.613159
	Iteration 19Q: 3 clusters Score -553498.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -553504.000000 Penalty: 847.613159
	Iteration 20F: 3 clusters Score -553504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -553504.375000 Penalty: 847.613159
	Iteration 21Q: 3 clusters Score -553504.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -553506.625000 Penalty: 847.613159
	Iteration 22Q: 3 clusters Score -553506.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -553508.500000 Penalty: 847.613159
	Iteration 23Q: 3 clusters Score -553508.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -553508.437500 Penalty: 847.613159
	Iteration 24Q: 3 clusters Score -553508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -553508.000000 Penalty: 847.613159
	Iteration 25Q: 3 clusters Score -553508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -553509.062500 Penalty: 847.613159
	Iteration 26Q: 3 clusters Score -553509.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -553510.500000 Penalty: 847.613159
	Iteration 27Q: 3 clusters Score -553510.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -553511.062500 Penalty: 847.613159
	Iteration 28Q: 3 clusters Score -553511.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -553510.625000 Penalty: 847.613159
	Iteration 29Q: 3 clusters Score -553510.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -553511.125000 Penalty: 847.613159
	Iteration 30Q: 3 clusters Score -553511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -553512.875000 Penalty: 847.613159
	Iteration 31Q: 3 clusters Score -553512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -553513.187500 Penalty: 847.613159
	Iteration 32Q: 3 clusters Score -553513.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -553514.000000 Penalty: 847.613159
	Iteration 33Q: 3 clusters Score -553514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -553513.562500 Penalty: 847.613159
	Iteration 34Q: 3 clusters Score -553513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -553514.687500 Penalty: 847.613159
	Iteration 35Q: 3 clusters Score -553514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -553513.062500 Penalty: 847.613159
	Iteration 36Q: 3 clusters Score -553513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -553514.062500 Penalty: 847.613159
	Iteration 37Q: 3 clusters Score -553514.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -553513.937500 Penalty: 847.613159
	Iteration 38Q: 3 clusters Score -553513.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -553513.937500 Penalty: 847.613159
	Iteration 39F: 3 clusters Score -553513.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -123386.117188 Penalty: 351.139496
	Iteration 0F: 2 clusters Score -123386.1 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 1153 members 
Entering Unmasked Estep 
Score: -121780.632812 Penalty: 702.278992
	Iteration 0F: 3 clusters Score -121780.6 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -122303.453125 Penalty: 702.278992
	Iteration 1F: 3 clusters Score -122303.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -122435.976562 Penalty: 702.278992
	Iteration 2F: 3 clusters Score -122436 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -122581.929688 Penalty: 702.278992
	Iteration 3F: 3 clusters Score -122581.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -122732.265625 Penalty: 702.278992
	Iteration 4F: 3 clusters Score -122732.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -122879.406250 Penalty: 702.278992
	Iteration 5F: 3 clusters Score -122879.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -122970.851562 Penalty: 702.278992
	Iteration 6Q: 3 clusters Score -122970.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -123024.445312 Penalty: 702.278992
	Iteration 7Q: 3 clusters Score -123024.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -123048.906250 Penalty: 702.278992
	Iteration 8Q: 3 clusters Score -123048.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -123061.601562 Penalty: 702.278992
	Iteration 9Q: 3 clusters Score -123061.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -123064.953125 Penalty: 702.278992
	Iteration 10Q: 3 clusters Score -123065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -123066.804688 Penalty: 702.278992
	Iteration 11Q: 3 clusters Score -123066.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -123068.929688 Penalty: 702.278992
	Iteration 12Q: 3 clusters Score -123068.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -123072.093750 Penalty: 702.278992
	Iteration 13Q: 3 clusters Score -123072.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -123076.164062 Penalty: 702.278992
	Iteration 14Q: 3 clusters Score -123076.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -123079.835938 Penalty: 702.278992
	Iteration 15Q: 3 clusters Score -123079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -123083.445312 Penalty: 702.278992
	Iteration 16Q: 3 clusters Score -123083.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -123087.679688 Penalty: 702.278992
	Iteration 17Q: 3 clusters Score -123087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -123089.484375 Penalty: 702.278992
	Iteration 18Q: 3 clusters Score -123089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -123092.031250 Penalty: 702.278992
	Iteration 19Q: 3 clusters Score -123092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -123093.859375 Penalty: 702.278992
	Iteration 20F: 3 clusters Score -123093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -123093.867188 Penalty: 702.278992
	Iteration 21Q: 3 clusters Score -123093.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -123093.867188 Penalty: 702.278992
	Iteration 22F: 3 clusters Score -123093.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Entering Unmasked Estep 
Score: -667934.562500 Penalty: 430.078125
	Iteration 0F: 2 clusters Score -667934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -659436.812500 Penalty: 860.156250
	Iteration 0F: 3 clusters Score -659436.8 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -663052.625000 Penalty: 860.156250
	Iteration 1F: 3 clusters Score -663052.6 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -663471.437500 Penalty: 860.156250
	Iteration 2F: 3 clusters Score -663471.4 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -664078.437500 Penalty: 860.156250
	Iteration 3F: 3 clusters Score -664078.4 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -664946.000000 Penalty: 860.156250
	Iteration 4F: 3 clusters Score -664946 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -665957.375000 Penalty: 860.156250
	Iteration 5F: 3 clusters Score -665957.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -666760.125000 Penalty: 860.156250
	Iteration 6F: 3 clusters Score -666760.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -667225.187500 Penalty: 860.156250
	Iteration 7Q: 3 clusters Score -667225.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -667418.562500 Penalty: 860.156250
	Iteration 8Q: 3 clusters Score -667418.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -667502.312500 Penalty: 860.156250
	Iteration 9Q: 3 clusters Score -667502.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -667535.437500 Penalty: 860.156250
	Iteration 10Q: 3 clusters Score -667535.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -667547.062500 Penalty: 860.156250
	Iteration 11Q: 3 clusters Score -667547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -667555.437500 Penalty: 860.156250
	Iteration 12Q: 3 clusters Score -667555.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -667563.687500 Penalty: 860.156250
	Iteration 13Q: 3 clusters Score -667563.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -667566.750000 Penalty: 860.156250
	Iteration 14Q: 3 clusters Score -667566.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -667568.500000 Penalty: 860.156250
	Iteration 15Q: 3 clusters Score -667568.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -667568.875000 Penalty: 860.156250
	Iteration 16Q: 3 clusters Score -667568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -667571.062500 Penalty: 860.156250
	Iteration 17Q: 3 clusters Score -667571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -667572.937500 Penalty: 860.156250
	Iteration 18Q: 3 clusters Score -667572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -667573.375000 Penalty: 860.156250
	Iteration 19Q: 3 clusters Score -667573.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -667573.375000 Penalty: 860.156250
	Iteration 20F: 3 clusters Score -667573.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (159913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159913 members 
Entering Unmasked Estep 
Score: -8271227.000000 Penalty: 545.198547
	Iteration 0F: 2 clusters Score -8271227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -8163651.000000 Penalty: 1090.397095
	Iteration 0F: 3 clusters Score -8163651 nChanged 78441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 93516 members 
Entering Unmasked Estep 
Score: -8215956.500000 Penalty: 1090.397095
	Iteration 1F: 3 clusters Score -8215956 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -8221646.500000 Penalty: 1090.397095
	Iteration 2F: 3 clusters Score -8221646 nChanged 12324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 114200 members 
Entering Unmasked Estep 
Score: -8230855.000000 Penalty: 1090.397095
	Iteration 3F: 3 clusters Score -8230855 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 127115 members 
Entering Unmasked Estep 
Score: -8242601.000000 Penalty: 1090.397095
	Iteration 4F: 3 clusters Score -8242601 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 138184 members 
Entering Unmasked Estep 
Score: -8252985.500000 Penalty: 1090.397095
	Iteration 5F: 3 clusters Score -8252986 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 145896 members 
Entering Unmasked Estep 
Score: -8259907.500000 Penalty: 1090.397095
	Iteration 6Q: 3 clusters Score -8259908 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 150750 members 
Entering Unmasked Estep 
Score: -8264675.000000 Penalty: 1090.397095
	Iteration 7Q: 3 clusters Score -8264675 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 154038 members 
Entering Unmasked Estep 
Score: -8267453.500000 Penalty: 1090.397095
	Iteration 8Q: 3 clusters Score -8267454 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 156275 members 
Entering Unmasked Estep 
Score: -8268998.500000 Penalty: 1090.397095
	Iteration 9Q: 3 clusters Score -8268998 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 157663 members 
Entering Unmasked Estep 
Score: -8269898.000000 Penalty: 1090.397095
	Iteration 10Q: 3 clusters Score -8269898 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 158491 members 
Entering Unmasked Estep 
Score: -8270377.000000 Penalty: 1090.397095
	Iteration 11Q: 3 clusters Score -8270377 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 158950 members 
Entering Unmasked Estep 
Score: -8270618.000000 Penalty: 1090.397095
	Iteration 12Q: 3 clusters Score -8270618 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -8270727.000000 Penalty: 1090.397095
	Iteration 13Q: 3 clusters Score -8270727 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 159367 members 
Entering Unmasked Estep 
Score: -8270778.000000 Penalty: 1090.397095
	Iteration 14Q: 3 clusters Score -8270778 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 159465 members 
Entering Unmasked Estep 
Score: -8270818.000000 Penalty: 1090.397095
	Iteration 15Q: 3 clusters Score -8270818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 159531 members 
Entering Unmasked Estep 
Score: -8270842.500000 Penalty: 1090.397095
	Iteration 16Q: 3 clusters Score -8270842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 159576 members 
Entering Unmasked Estep 
Score: -8270846.500000 Penalty: 1090.397095
	Iteration 17Q: 3 clusters Score -8270846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 159595 members 
Entering Unmasked Estep 
Score: -8270869.500000 Penalty: 1090.397095
	Iteration 18Q: 3 clusters Score -8270870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 159613 members 
Entering Unmasked Estep 
Score: -8270878.500000 Penalty: 1090.397095
	Iteration 19Q: 3 clusters Score -8270878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 159621 members 
Entering Unmasked Estep 
Score: -8270873.000000 Penalty: 1090.397095
	Iteration 20F: 3 clusters Score -8270873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 159626 members 
Entering Unmasked Estep 
Score: -8270878.000000 Penalty: 1090.397095
	Iteration 21Q: 3 clusters Score -8270878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 159630 members 
Entering Unmasked Estep 
Score: -8270879.500000 Penalty: 1090.397095
	Iteration 22Q: 3 clusters Score -8270880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 159633 members 
Entering Unmasked Estep 
Score: -8270882.000000 Penalty: 1090.397095
	Iteration 23Q: 3 clusters Score -8270882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 159635 members 
Entering Unmasked Estep 
Score: -8270880.500000 Penalty: 1090.397095
	Iteration 24Q: 3 clusters Score -8270880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 159639 members 
Entering Unmasked Estep 
Score: -8270886.000000 Penalty: 1090.397095
	Iteration 25Q: 3 clusters Score -8270886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 159639 members 
Entering Unmasked Estep 
Score: -8270887.000000 Penalty: 1090.397095
	Iteration 26Q: 3 clusters Score -8270887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 159631 members 
Entering Unmasked Estep 
Score: -8270892.000000 Penalty: 1090.397095
	Iteration 27Q: 3 clusters Score -8270892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 159627 members 
Entering Unmasked Estep 
Score: -8270896.500000 Penalty: 1090.397095
	Iteration 28Q: 3 clusters Score -8270896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159622 members 
Entering Unmasked Estep 
Score: -8270903.000000 Penalty: 1090.397095
	Iteration 29Q: 3 clusters Score -8270903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 159623 members 
Entering Unmasked Estep 
Score: -8270907.500000 Penalty: 1090.397095
	Iteration 30Q: 3 clusters Score -8270908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 159625 members 
Entering Unmasked Estep 
Score: -8270910.000000 Penalty: 1090.397095
	Iteration 31Q: 3 clusters Score -8270910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 159628 members 
Entering Unmasked Estep 
Score: -8270912.500000 Penalty: 1090.397095
	Iteration 32Q: 3 clusters Score -8270912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 159627 members 
Entering Unmasked Estep 
Score: -8270916.000000 Penalty: 1090.397095
	Iteration 33Q: 3 clusters Score -8270916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 159626 members 
Entering Unmasked Estep 
Score: -8270910.000000 Penalty: 1090.397095
	Iteration 34Q: 3 clusters Score -8270910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 159626 members 
Entering Unmasked Estep 
Score: -8270910.000000 Penalty: 1090.397095
	Iteration 35F: 3 clusters Score -8270910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Entering Unmasked Estep 
Score: -221032.000000 Penalty: 378.491699
	Iteration 0F: 2 clusters Score -221032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -218212.625000 Penalty: 756.983398
	Iteration 0F: 3 clusters Score -218212.6 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -219347.359375 Penalty: 756.983398
	Iteration 1F: 3 clusters Score -219347.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -219504.906250 Penalty: 756.983398
	Iteration 2F: 3 clusters Score -219504.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -219723.375000 Penalty: 756.983398
	Iteration 3F: 3 clusters Score -219723.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -219953.093750 Penalty: 756.983398
	Iteration 4F: 3 clusters Score -219953.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -220224.031250 Penalty: 756.983398
	Iteration 5F: 3 clusters Score -220224 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -220486.093750 Penalty: 756.983398
	Iteration 6F: 3 clusters Score -220486.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -220652.343750 Penalty: 756.983398
	Iteration 7F: 3 clusters Score -220652.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -220733.015625 Penalty: 756.983398
	Iteration 8Q: 3 clusters Score -220733 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -220776.921875 Penalty: 756.983398
	Iteration 9Q: 3 clusters Score -220776.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -220802.578125 Penalty: 756.983398
	Iteration 10Q: 3 clusters Score -220802.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -220827.109375 Penalty: 756.983398
	Iteration 11Q: 3 clusters Score -220827.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -220853.828125 Penalty: 756.983398
	Iteration 12Q: 3 clusters Score -220853.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -220872.859375 Penalty: 756.983398
	Iteration 13Q: 3 clusters Score -220872.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -220882.265625 Penalty: 756.983398
	Iteration 14Q: 3 clusters Score -220882.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -220885.234375 Penalty: 756.983398
	Iteration 15Q: 3 clusters Score -220885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -220886.906250 Penalty: 756.983398
	Iteration 16Q: 3 clusters Score -220886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -220888.484375 Penalty: 756.983398
	Iteration 17Q: 3 clusters Score -220888.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -220890.515625 Penalty: 756.983398
	Iteration 18Q: 3 clusters Score -220890.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -220891.687500 Penalty: 756.983398
	Iteration 19Q: 3 clusters Score -220891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -220892.781250 Penalty: 756.983398
	Iteration 20F: 3 clusters Score -220892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -220894.265625 Penalty: 756.983398
	Iteration 21Q: 3 clusters Score -220894.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -220896.515625 Penalty: 756.983398
	Iteration 22Q: 3 clusters Score -220896.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -220896.640625 Penalty: 756.983398
	Iteration 23Q: 3 clusters Score -220896.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -220897.890625 Penalty: 756.983398
	Iteration 24Q: 3 clusters Score -220897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -220897.890625 Penalty: 756.983398
	Iteration 25Q: 3 clusters Score -220897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -220898.640625 Penalty: 756.983398
	Iteration 26Q: 3 clusters Score -220898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -220898.640625 Penalty: 756.983398
	Iteration 27F: 3 clusters Score -220898.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32230.425781 Penalty: 294.842010
	Iteration 0F: 2 clusters Score -32230.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31661.808594 Penalty: 589.684021
	Iteration 0F: 3 clusters Score -31661.81 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31808.914062 Penalty: 589.684021
	Iteration 1F: 3 clusters Score -31808.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -31858.177734 Penalty: 589.684021
	Iteration 2F: 3 clusters Score -31858.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -31889.943359 Penalty: 589.684021
	Iteration 3Q: 3 clusters Score -31889.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -31917.322266 Penalty: 589.684021
	Iteration 4Q: 3 clusters Score -31917.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -31937.470703 Penalty: 589.684021
	Iteration 5Q: 3 clusters Score -31937.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -31955.443359 Penalty: 589.684021
	Iteration 6Q: 3 clusters Score -31955.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -31961.623047 Penalty: 589.684021
	Iteration 7Q: 3 clusters Score -31961.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -31965.937500 Penalty: 589.684021
	Iteration 8Q: 3 clusters Score -31965.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -31969.982422 Penalty: 589.684021
	Iteration 9Q: 3 clusters Score -31969.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -31975.562500 Penalty: 589.684021
	Iteration 10Q: 3 clusters Score -31975.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -31979.048828 Penalty: 589.684021
	Iteration 11Q: 3 clusters Score -31979.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -31979.191406 Penalty: 589.684021
	Iteration 12Q: 3 clusters Score -31979.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -31979.191406 Penalty: 589.684021
	Iteration 13F: 3 clusters Score -31979.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (85621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Entering Unmasked Estep 
Score: -4665244.000000 Penalty: 516.774719
	Iteration 0F: 2 clusters Score -4665244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -4607987.500000 Penalty: 1033.549438
	Iteration 0F: 3 clusters Score -4607988 nChanged 41875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -4632779.500000 Penalty: 1033.549438
	Iteration 1F: 3 clusters Score -4632780 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -4633915.500000 Penalty: 1033.549438
	Iteration 2Q: 3 clusters Score -4633916 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -4635870.500000 Penalty: 1033.549438
	Iteration 3Q: 3 clusters Score -4635870 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -4639021.500000 Penalty: 1033.549438
	Iteration 4F: 3 clusters Score -4639022 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -4643503.500000 Penalty: 1033.549438
	Iteration 5F: 3 clusters Score -4643504 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -4648972.500000 Penalty: 1033.549438
	Iteration 6F: 3 clusters Score -4648972 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -4653996.500000 Penalty: 1033.549438
	Iteration 7F: 3 clusters Score -4653996 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -4657046.000000 Penalty: 1033.549438
	Iteration 8F: 3 clusters Score -4657046 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4658736.500000 Penalty: 1033.549438
	Iteration 9Q: 3 clusters Score -4658736 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -4660087.000000 Penalty: 1033.549438
	Iteration 10Q: 3 clusters Score -4660087 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -4661157.500000 Penalty: 1033.549438
	Iteration 11Q: 3 clusters Score -4661158 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4661977.500000 Penalty: 1033.549438
	Iteration 12Q: 3 clusters Score -4661978 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4662543.000000 Penalty: 1033.549438
	Iteration 13Q: 3 clusters Score -4662543 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4662913.500000 Penalty: 1033.549438
	Iteration 14Q: 3 clusters Score -4662914 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4663152.500000 Penalty: 1033.549438
	Iteration 15Q: 3 clusters Score -4663152 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4663366.000000 Penalty: 1033.549438
	Iteration 16Q: 3 clusters Score -4663366 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -4663503.500000 Penalty: 1033.549438
	Iteration 17Q: 3 clusters Score -4663504 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -4663540.000000 Penalty: 1033.549438
	Iteration 18Q: 3 clusters Score -4663540 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -4663587.500000 Penalty: 1033.549438
	Iteration 19Q: 3 clusters Score -4663588 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -4663641.500000 Penalty: 1033.549438
	Iteration 20F: 3 clusters Score -4663642 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -4663704.500000 Penalty: 1033.549438
	Iteration 21Q: 3 clusters Score -4663704 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -4663734.500000 Penalty: 1033.549438
	Iteration 22Q: 3 clusters Score -4663734 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -4663765.500000 Penalty: 1033.549438
	Iteration 23Q: 3 clusters Score -4663766 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -4663779.500000 Penalty: 1033.549438
	Iteration 24Q: 3 clusters Score -4663780 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -4663816.500000 Penalty: 1033.549438
	Iteration 25Q: 3 clusters Score -4663816 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -4663891.000000 Penalty: 1033.549438
	Iteration 26Q: 3 clusters Score -4663891 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -4663936.000000 Penalty: 1033.549438
	Iteration 27Q: 3 clusters Score -4663936 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -4663955.000000 Penalty: 1033.549438
	Iteration 28Q: 3 clusters Score -4663955 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -4663968.500000 Penalty: 1033.549438
	Iteration 29Q: 3 clusters Score -4663968 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61548 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -4663962.500000 Penalty: 1033.549438
	Iteration 30Q: 3 clusters Score -4663962 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -4663988.000000 Penalty: 1033.549438
	Iteration 31Q: 3 clusters Score -4663988 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -4664016.500000 Penalty: 1033.549438
	Iteration 32Q: 3 clusters Score -4664016 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4664031.500000 Penalty: 1033.549438
	Iteration 33Q: 3 clusters Score -4664032 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -4664067.500000 Penalty: 1033.549438
	Iteration 34Q: 3 clusters Score -4664068 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -4664078.000000 Penalty: 1033.549438
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Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 21927 members 
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Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 21657 members 
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Mstep: Class 1 contains 64237 members 
Mstep: Class 2 contains 21384 members 
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Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4664140 nChanged 254
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Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 20855 members 
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Mstep: Class 1 contains 65028 members 
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Mstep: Class 1 contains 65290 members 
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Mstep: Class 1 contains 65520 members 
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Mstep: Class 1 contains 65764 members 
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Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 19605 members 
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Mstep: Class 1 contains 66283 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4664232 nChanged 262
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Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 18576 members 
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	Iteration 50Q: 3 clusters Score -4664231 nChanged 246
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Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 18065 members 
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Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 17572 members 
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Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 17363 members 
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Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 17186 members 
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Mstep: Class 1 contains 68601 members 
Mstep: Class 2 contains 17020 members 
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	Iteration 57Q: 3 clusters Score -4664307 nChanged 151
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Mstep: Class 1 contains 68752 members 
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Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 16728 members 
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Mstep: Class 1 contains 69015 members 
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	Iteration 60F: 3 clusters Score -4664316 nChanged 110
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Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 16496 members 
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Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 16389 members 
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Mstep: Class 1 contains 69322 members 
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Mstep: Class 1 contains 69542 members 
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Mstep: Class 1 contains 70060 members 
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Mstep: Class 1 contains 70149 members 
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Mstep: Class 1 contains 70228 members 
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Mstep: Class 1 contains 70321 members 
Mstep: Class 2 contains 15300 members 
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	Iteration 75Q: 3 clusters Score -4664342 nChanged 86
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	Iteration 76Q: 3 clusters Score -4664347 nChanged 58
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Mstep: Class 1 contains 70465 members 
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Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 15099 members 
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	Iteration 78Q: 3 clusters Score -4664382 nChanged 72
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Mstep: Class 1 contains 70590 members 
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	Iteration 79Q: 3 clusters Score -4664376 nChanged 79
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Mstep: Class 1 contains 70667 members 
Mstep: Class 2 contains 14954 members 
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	Iteration 80F: 3 clusters Score -4664377 nChanged 69
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Mstep: Class 1 contains 70736 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4664366 nChanged 67
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Mstep: Class 1 contains 70803 members 
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Mstep: Class 1 contains 70869 members 
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	Iteration 83Q: 3 clusters Score -4664366 nChanged 65
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Mstep: Class 1 contains 70934 members 
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	Iteration 84Q: 3 clusters Score -4664364 nChanged 66
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Mstep: Class 1 contains 71000 members 
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	Iteration 85Q: 3 clusters Score -4664380 nChanged 58
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Mstep: Class 1 contains 71058 members 
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	Iteration 86Q: 3 clusters Score -4664382 nChanged 49
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	Iteration 87Q: 3 clusters Score -4664386 nChanged 51
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	Iteration 88Q: 3 clusters Score -4664382 nChanged 41
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Mstep: Class 1 contains 71199 members 
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Mstep: Class 1 contains 71275 members 
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	Iteration 91Q: 3 clusters Score -4664372 nChanged 39
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Mstep: Class 1 contains 71314 members 
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Mstep: Class 1 contains 71358 members 
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	Iteration 93Q: 3 clusters Score -4664362 nChanged 54
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Mstep: Class 1 contains 71412 members 
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	Iteration 94Q: 3 clusters Score -4664374 nChanged 52
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	Iteration 95Q: 3 clusters Score -4664381 nChanged 60
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	Iteration 96Q: 3 clusters Score -4664384 nChanged 53
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Mstep: Class 1 contains 71575 members 
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	Iteration 97Q: 3 clusters Score -4664386 nChanged 58
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Mstep: Class 1 contains 71633 members 
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	Iteration 98Q: 3 clusters Score -4664388 nChanged 58
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Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 13930 members 
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	Iteration 99Q: 3 clusters Score -4664387 nChanged 66
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Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4664390 nChanged 62
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Mstep: Class 1 contains 71819 members 
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	Iteration 101Q: 3 clusters Score -4664390 nChanged 47
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Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 13755 members 
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	Iteration 102Q: 3 clusters Score -4664382 nChanged 35
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Mstep: Class 1 contains 71901 members 
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	Iteration 103Q: 3 clusters Score -4664387 nChanged 39
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Mstep: Class 1 contains 71940 members 
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	Iteration 104Q: 3 clusters Score -4664380 nChanged 37
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Mstep: Class 1 contains 71977 members 
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	Iteration 105Q: 3 clusters Score -4664391 nChanged 30
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Mstep: Class 1 contains 72007 members 
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	Iteration 106Q: 3 clusters Score -4664388 nChanged 37
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Mstep: Class 1 contains 72044 members 
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	Iteration 107Q: 3 clusters Score -4664390 nChanged 25
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Mstep: Class 1 contains 72069 members 
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	Iteration 108Q: 3 clusters Score -4664386 nChanged 26
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Mstep: Class 1 contains 72095 members 
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	Iteration 109Q: 3 clusters Score -4664381 nChanged 18
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Mstep: Class 1 contains 72113 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4664384 nChanged 26
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Mstep: Class 1 contains 72139 members 
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	Iteration 111Q: 3 clusters Score -4664389 nChanged 33
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Mstep: Class 1 contains 72172 members 
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	Iteration 112Q: 3 clusters Score -4664390 nChanged 44
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4664403 nChanged 33
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	Iteration 114Q: 3 clusters Score -4664398 nChanged 26
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	Iteration 115Q: 3 clusters Score -4664398 nChanged 27
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Mstep: Class 1 contains 72302 members 
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	Iteration 116Q: 3 clusters Score -4664402 nChanged 26
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Mstep: Class 1 contains 72328 members 
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	Iteration 117Q: 3 clusters Score -4664400 nChanged 23
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	Iteration 118Q: 3 clusters Score -4664397 nChanged 25
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	Iteration 119Q: 3 clusters Score -4664392 nChanged 31
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	Iteration 120F: 3 clusters Score -4664400 nChanged 34
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	Iteration 121Q: 3 clusters Score -4664397 nChanged 30
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	Iteration 122Q: 3 clusters Score -4664402 nChanged 36
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	Iteration 123Q: 3 clusters Score -4664407 nChanged 24
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	Iteration 124Q: 3 clusters Score -4664412 nChanged 17
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	Iteration 125Q: 3 clusters Score -4664414 nChanged 17
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	Iteration 126Q: 3 clusters Score -4664421 nChanged 19
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4664431 nChanged 23
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	Iteration 128Q: 3 clusters Score -4664422 nChanged 18
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Mstep: Class 2 contains 12996 members 
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	Iteration 129Q: 3 clusters Score -4664418 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4664422 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72659 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4664420 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4664418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4664416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -4664423.500000 Penalty: 1033.549438
	Iteration 134Q: 3 clusters Score -4664424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72737 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4664422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4664418 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72773 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -4664415.000000 Penalty: 1033.549438
	Iteration 137Q: 3 clusters Score -4664415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4664419.000000 Penalty: 1033.549438
	Iteration 138Q: 3 clusters Score -4664419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4664412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72832 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4664414.500000 Penalty: 1033.549438
	Iteration 140F: 3 clusters Score -4664414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4664416 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72877 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4664416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4664414 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72944 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4664426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4664428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -4664425.000000 Penalty: 1033.549438
	Iteration 146Q: 3 clusters Score -4664425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4664430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -4664434.000000 Penalty: 1033.549438
	Iteration 148Q: 3 clusters Score -4664434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4664446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4664448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -4664453.000000 Penalty: 1033.549438
	Iteration 151Q: 3 clusters Score -4664453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4664453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4664452.000000 Penalty: 1033.549438
	Iteration 153Q: 3 clusters Score -4664452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4664447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73226 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4664446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4664452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4664450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73258 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4664450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4664444.500000 Penalty: 1033.549438
	Iteration 159Q: 3 clusters Score -4664444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73270 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4664448.000000 Penalty: 1033.549438
	Iteration 160F: 3 clusters Score -4664448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -4664443.000000 Penalty: 1033.549438
	Iteration 161Q: 3 clusters Score -4664443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -4664442.500000 Penalty: 1033.549438
	Iteration 162Q: 3 clusters Score -4664442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73284 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4664448.000000 Penalty: 1033.549438
	Iteration 163Q: 3 clusters Score -4664448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4664442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4664441.000000 Penalty: 1033.549438
	Iteration 165Q: 3 clusters Score -4664441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4664434.000000 Penalty: 1033.549438
	Iteration 166Q: 3 clusters Score -4664434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -4664437.000000 Penalty: 1033.549438
	Iteration 167Q: 3 clusters Score -4664437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73336 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -4664444.500000 Penalty: 1033.549438
	Iteration 168Q: 3 clusters Score -4664444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -4664449.000000 Penalty: 1033.549438
	Iteration 169Q: 3 clusters Score -4664449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73367 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -4664448.500000 Penalty: 1033.549438
	Iteration 170Q: 3 clusters Score -4664448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73374 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -4664445.000000 Penalty: 1033.549438
	Iteration 171Q: 3 clusters Score -4664445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -4664446.500000 Penalty: 1033.549438
	Iteration 172Q: 3 clusters Score -4664446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73399 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -4664450.500000 Penalty: 1033.549438
	Iteration 173Q: 3 clusters Score -4664450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73413 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -4664448.500000 Penalty: 1033.549438
	Iteration 174Q: 3 clusters Score -4664448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73424 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4664447.000000 Penalty: 1033.549438
	Iteration 175Q: 3 clusters Score -4664447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -4664445.000000 Penalty: 1033.549438
	Iteration 176Q: 3 clusters Score -4664445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73444 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4664450.000000 Penalty: 1033.549438
	Iteration 177Q: 3 clusters Score -4664450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -4664452.000000 Penalty: 1033.549438
	Iteration 178Q: 3 clusters Score -4664452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73467 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4664452.500000 Penalty: 1033.549438
	Iteration 179Q: 3 clusters Score -4664452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4664451.000000 Penalty: 1033.549438
	Iteration 180F: 3 clusters Score -4664451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4664449.500000 Penalty: 1033.549438
	Iteration 181Q: 3 clusters Score -4664450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4664449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73482 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4664448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4664448.000000 Penalty: 1033.549438
	Iteration 184Q: 3 clusters Score -4664448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -4664447.000000 Penalty: 1033.549438
	Iteration 185Q: 3 clusters Score -4664447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -4664446.500000 Penalty: 1033.549438
	Iteration 186Q: 3 clusters Score -4664446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -4664446.000000 Penalty: 1033.549438
	Iteration 187Q: 3 clusters Score -4664446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -4664449.500000 Penalty: 1033.549438
	Iteration 188Q: 3 clusters Score -4664450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -4664456.500000 Penalty: 1033.549438
	Iteration 189Q: 3 clusters Score -4664456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4664454.500000 Penalty: 1033.549438
	Iteration 190Q: 3 clusters Score -4664454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -4664452.500000 Penalty: 1033.549438
	Iteration 191Q: 3 clusters Score -4664452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4664456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -4664454.000000 Penalty: 1033.549438
	Iteration 193Q: 3 clusters Score -4664454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -4664451.500000 Penalty: 1033.549438
	Iteration 194Q: 3 clusters Score -4664452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4664450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4664450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4664449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4664446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -4664442.500000 Penalty: 1033.549438
	Iteration 199Q: 3 clusters Score -4664442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4664440.500000 Penalty: 1033.549438
	Iteration 200F: 3 clusters Score -4664440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4664440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4664439.000000 Penalty: 1033.549438
	Iteration 202Q: 3 clusters Score -4664439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -4664438.500000 Penalty: 1033.549438
	Iteration 203Q: 3 clusters Score -4664438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4664436.500000 Penalty: 1033.549438
	Iteration 204Q: 3 clusters Score -4664436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4664436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -4664432.500000 Penalty: 1033.549438
	Iteration 206Q: 3 clusters Score -4664432 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73561 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4664432 nChanged 0
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Mstep: Class 1 contains 73561 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
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	Iteration 208F: 3 clusters Score -4664432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (45342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45342 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2282908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2252356 nChanged 22026
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2265390 nChanged 1557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2265868 nChanged 1730
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2266509 nChanged 1941
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2267365 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2268549.000000 Penalty: 975.700989
	Iteration 5Q: 3 clusters Score -2268549 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -2270214.500000 Penalty: 975.700989
	Iteration 6F: 3 clusters Score -2270214 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2272313.500000 Penalty: 975.700989
	Iteration 7F: 3 clusters Score -2272314 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -2273877.000000 Penalty: 975.700989
	Iteration 8F: 3 clusters Score -2273877 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -2274575.250000 Penalty: 975.700989
	Iteration 9Q: 3 clusters Score -2274575 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -2274833.750000 Penalty: 975.700989
	Iteration 10Q: 3 clusters Score -2274834 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -2274978.500000 Penalty: 975.700989
	Iteration 11Q: 3 clusters Score -2274978 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -2275090.250000 Penalty: 975.700989
	Iteration 12Q: 3 clusters Score -2275090 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -2275206.000000 Penalty: 975.700989
	Iteration 13Q: 3 clusters Score -2275206 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -2275353.250000 Penalty: 975.700989
	Iteration 14Q: 3 clusters Score -2275353 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -2275464.500000 Penalty: 975.700989
	Iteration 15Q: 3 clusters Score -2275464 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -2275588.250000 Penalty: 975.700989
	Iteration 16Q: 3 clusters Score -2275588 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -2275723.500000 Penalty: 975.700989
	Iteration 17Q: 3 clusters Score -2275724 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -2275903.000000 Penalty: 975.700989
	Iteration 18Q: 3 clusters Score -2275903 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -2276086.750000 Penalty: 975.700989
	Iteration 19Q: 3 clusters Score -2276087 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -2276307.750000 Penalty: 975.700989
	Iteration 20F: 3 clusters Score -2276308 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -2276550.750000 Penalty: 975.700989
	Iteration 21Q: 3 clusters Score -2276551 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -2276859.500000 Penalty: 975.700989
	Iteration 22Q: 3 clusters Score -2276860 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -2277201.750000 Penalty: 975.700989
	Iteration 23Q: 3 clusters Score -2277202 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -2277564.750000 Penalty: 975.700989
	Iteration 24Q: 3 clusters Score -2277565 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -2277949.000000 Penalty: 975.700989
	Iteration 25Q: 3 clusters Score -2277949 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -2278401.250000 Penalty: 975.700989
	Iteration 26Q: 3 clusters Score -2278401 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -2278845.750000 Penalty: 975.700989
	Iteration 27Q: 3 clusters Score -2278846 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -2279371.500000 Penalty: 975.700989
	Iteration 28Q: 3 clusters Score -2279372 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -2279872.750000 Penalty: 975.700989
	Iteration 29Q: 3 clusters Score -2279873 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -2280403.500000 Penalty: 975.700989
	Iteration 30Q: 3 clusters Score -2280404 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -2280914.500000 Penalty: 975.700989
	Iteration 31Q: 3 clusters Score -2280914 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -2281400.000000 Penalty: 975.700989
	Iteration 32Q: 3 clusters Score -2281400 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -2281787.750000 Penalty: 975.700989
	Iteration 33Q: 3 clusters Score -2281788 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -2282101.250000 Penalty: 975.700989
	Iteration 34Q: 3 clusters Score -2282101 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -2282320.500000 Penalty: 975.700989
	Iteration 35Q: 3 clusters Score -2282320 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -2282482.000000 Penalty: 975.700989
	Iteration 36Q: 3 clusters Score -2282482 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -2282592.500000 Penalty: 975.700989
	Iteration 37Q: 3 clusters Score -2282592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -2282639.250000 Penalty: 975.700989
	Iteration 38Q: 3 clusters Score -2282639 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -2282667.000000 Penalty: 975.700989
	Iteration 39Q: 3 clusters Score -2282667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -2282684.500000 Penalty: 975.700989
	Iteration 40F: 3 clusters Score -2282684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -2282698.500000 Penalty: 975.700989
	Iteration 41Q: 3 clusters Score -2282698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -2282706.500000 Penalty: 975.700989
	Iteration 42Q: 3 clusters Score -2282706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -2282707.750000 Penalty: 975.700989
	Iteration 43Q: 3 clusters Score -2282708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -2282709.750000 Penalty: 975.700989
	Iteration 44Q: 3 clusters Score -2282710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -2282713.250000 Penalty: 975.700989
	Iteration 45Q: 3 clusters Score -2282713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -2282727.500000 Penalty: 975.700989
	Iteration 46Q: 3 clusters Score -2282728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -2282731.750000 Penalty: 975.700989
	Iteration 47Q: 3 clusters Score -2282732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -2282736.250000 Penalty: 975.700989
	Iteration 48Q: 3 clusters Score -2282736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -2282739.000000 Penalty: 975.700989
	Iteration 49Q: 3 clusters Score -2282739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -2282739.750000 Penalty: 975.700989
	Iteration 50Q: 3 clusters Score -2282740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -2282741.250000 Penalty: 975.700989
	Iteration 51Q: 3 clusters Score -2282741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -2282744.500000 Penalty: 975.700989
	Iteration 52Q: 3 clusters Score -2282744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -2282745.500000 Penalty: 975.700989
	Iteration 53Q: 3 clusters Score -2282746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -2282745.250000 Penalty: 975.700989
	Iteration 54Q: 3 clusters Score -2282745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -2282744.500000 Penalty: 975.700989
	Iteration 55Q: 3 clusters Score -2282744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -2282744.500000 Penalty: 975.700989
	Iteration 56F: 3 clusters Score -2282744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Entering Unmasked Estep 
Score: -1110041.875000 Penalty: 450.156006
	Iteration 0F: 2 clusters Score -1110042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1096867.000000 Penalty: 900.312012
	Iteration 0F: 3 clusters Score -1096867 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1102544.500000 Penalty: 900.312012
	Iteration 1F: 3 clusters Score -1102544 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1102909.375000 Penalty: 900.312012
	Iteration 2Q: 3 clusters Score -1102909 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1103436.250000 Penalty: 900.312012
	Iteration 3Q: 3 clusters Score -1103436 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1104199.875000 Penalty: 900.312012
	Iteration 4F: 3 clusters Score -1104200 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1105137.000000 Penalty: 900.312012
	Iteration 5F: 3 clusters Score -1105137 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1105905.875000 Penalty: 900.312012
	Iteration 6F: 3 clusters Score -1105906 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1106236.000000 Penalty: 900.312012
	Iteration 7Q: 3 clusters Score -1106236 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1106365.000000 Penalty: 900.312012
	Iteration 8Q: 3 clusters Score -1106365 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1106437.625000 Penalty: 900.312012
	Iteration 9Q: 3 clusters Score -1106438 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1106503.250000 Penalty: 900.312012
	Iteration 10Q: 3 clusters Score -1106503 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1106560.125000 Penalty: 900.312012
	Iteration 11Q: 3 clusters Score -1106560 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1106629.750000 Penalty: 900.312012
	Iteration 12Q: 3 clusters Score -1106630 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1106702.250000 Penalty: 900.312012
	Iteration 13Q: 3 clusters Score -1106702 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1106785.125000 Penalty: 900.312012
	Iteration 14Q: 3 clusters Score -1106785 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1106918.250000 Penalty: 900.312012
	Iteration 15Q: 3 clusters Score -1106918 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1107087.375000 Penalty: 900.312012
	Iteration 16Q: 3 clusters Score -1107087 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1107298.500000 Penalty: 900.312012
	Iteration 17Q: 3 clusters Score -1107298 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1107548.750000 Penalty: 900.312012
	Iteration 18Q: 3 clusters Score -1107549 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1107814.500000 Penalty: 900.312012
	Iteration 19Q: 3 clusters Score -1107814 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1108177.250000 Penalty: 900.312012
	Iteration 20F: 3 clusters Score -1108177 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1108553.125000 Penalty: 900.312012
	Iteration 21Q: 3 clusters Score -1108553 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1108871.750000 Penalty: 900.312012
	Iteration 22Q: 3 clusters Score -1108872 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1109108.250000 Penalty: 900.312012
	Iteration 23Q: 3 clusters Score -1109108 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1109228.625000 Penalty: 900.312012
	Iteration 24Q: 3 clusters Score -1109229 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1109284.375000 Penalty: 900.312012
	Iteration 25Q: 3 clusters Score -1109284 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1109315.625000 Penalty: 900.312012
	Iteration 26Q: 3 clusters Score -1109316 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1109335.125000 Penalty: 900.312012
	Iteration 27Q: 3 clusters Score -1109335 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1109345.750000 Penalty: 900.312012
	Iteration 28Q: 3 clusters Score -1109346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1109347.125000 Penalty: 900.312012
	Iteration 29Q: 3 clusters Score -1109347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1109347.375000 Penalty: 900.312012
	Iteration 30Q: 3 clusters Score -1109347 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1109348.500000 Penalty: 900.312012
	Iteration 31Q: 3 clusters Score -1109348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1109342.500000 Penalty: 900.312012
	Iteration 32Q: 3 clusters Score -1109342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1109346.875000 Penalty: 900.312012
	Iteration 33Q: 3 clusters Score -1109347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1109346.250000 Penalty: 900.312012
	Iteration 34Q: 3 clusters Score -1109346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1109344.000000 Penalty: 900.312012
	Iteration 35Q: 3 clusters Score -1109344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1109342.125000 Penalty: 900.312012
	Iteration 36Q: 3 clusters Score -1109342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1109342.625000 Penalty: 900.312012
	Iteration 37Q: 3 clusters Score -1109343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1109342.125000 Penalty: 900.312012
	Iteration 38Q: 3 clusters Score -1109342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1109339.500000 Penalty: 900.312012
	Iteration 39Q: 3 clusters Score -1109340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1109339.375000 Penalty: 900.312012
	Iteration 40F: 3 clusters Score -1109339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1109339.250000 Penalty: 900.312012
	Iteration 41Q: 3 clusters Score -1109339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1109338.875000 Penalty: 900.312012
	Iteration 42Q: 3 clusters Score -1109339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1109337.750000 Penalty: 900.312012
	Iteration 43Q: 3 clusters Score -1109338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1109334.750000 Penalty: 900.312012
	Iteration 44Q: 3 clusters Score -1109335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1109335.500000 Penalty: 900.312012
	Iteration 45Q: 3 clusters Score -1109336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1109338.125000 Penalty: 900.312012
	Iteration 46Q: 3 clusters Score -1109338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1109334.125000 Penalty: 900.312012
	Iteration 47Q: 3 clusters Score -1109334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1109337.250000 Penalty: 900.312012
	Iteration 48Q: 3 clusters Score -1109337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1109337.500000 Penalty: 900.312012
	Iteration 49Q: 3 clusters Score -1109338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1109337.500000 Penalty: 900.312012
	Iteration 50F: 3 clusters Score -1109338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (115188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115188 members 
Entering Unmasked Estep 
Score: -6130154.500000 Penalty: 530.271606
	Iteration 0F: 2 clusters Score -6130154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -6056607.000000 Penalty: 1060.543213
	Iteration 0F: 3 clusters Score -6056607 nChanged 56412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -6090520.000000 Penalty: 1060.543213
	Iteration 1F: 3 clusters Score -6090520 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68395 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -6092736.000000 Penalty: 1060.543213
	Iteration 2Q: 3 clusters Score -6092736 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74045 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -6096473.000000 Penalty: 1060.543213
	Iteration 3F: 3 clusters Score -6096473 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -6102011.500000 Penalty: 1060.543213
	Iteration 4F: 3 clusters Score -6102012 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -6109087.500000 Penalty: 1060.543213
	Iteration 5F: 3 clusters Score -6109088 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98665 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -6116520.000000 Penalty: 1060.543213
	Iteration 6F: 3 clusters Score -6116520 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105981 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -6122661.500000 Penalty: 1060.543213
	Iteration 7F: 3 clusters Score -6122662 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110795 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6126770.500000 Penalty: 1060.543213
	Iteration 8Q: 3 clusters Score -6126770 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113185 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6128848.000000 Penalty: 1060.543213
	Iteration 9Q: 3 clusters Score -6128848 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113961 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6129732.500000 Penalty: 1060.543213
	Iteration 10Q: 3 clusters Score -6129732 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114051 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6130179.500000 Penalty: 1060.543213
	Iteration 11Q: 3 clusters Score -6130180 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113998 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6130337.500000 Penalty: 1060.543213
	Iteration 12Q: 3 clusters Score -6130338 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6130396.000000 Penalty: 1060.543213
	Iteration 13Q: 3 clusters Score -6130396 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113943 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6130436.000000 Penalty: 1060.543213
	Iteration 14Q: 3 clusters Score -6130436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113926 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6130462.000000 Penalty: 1060.543213
	Iteration 15Q: 3 clusters Score -6130462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113899 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6130489.500000 Penalty: 1060.543213
	Iteration 16Q: 3 clusters Score -6130490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113872 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6130493.500000 Penalty: 1060.543213
	Iteration 17Q: 3 clusters Score -6130494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113842 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -6130500.000000 Penalty: 1060.543213
	Iteration 18Q: 3 clusters Score -6130500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113816 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6130498.500000 Penalty: 1060.543213
	Iteration 19Q: 3 clusters Score -6130498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6130498.000000 Penalty: 1060.543213
	Iteration 20F: 3 clusters Score -6130498 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113799 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -6130498.500000 Penalty: 1060.543213
	Iteration 21Q: 3 clusters Score -6130498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113781 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6130506.500000 Penalty: 1060.543213
	Iteration 22Q: 3 clusters Score -6130506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113773 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6130499.500000 Penalty: 1060.543213
	Iteration 23Q: 3 clusters Score -6130500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113764 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6130493.000000 Penalty: 1060.543213
	Iteration 24Q: 3 clusters Score -6130493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113762 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6130496.500000 Penalty: 1060.543213
	Iteration 25Q: 3 clusters Score -6130496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113741 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6130488.000000 Penalty: 1060.543213
	Iteration 26Q: 3 clusters Score -6130488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113723 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6130491.500000 Penalty: 1060.543213
	Iteration 27Q: 3 clusters Score -6130492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113711 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6130492.000000 Penalty: 1060.543213
	Iteration 28Q: 3 clusters Score -6130492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113701 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6130497.500000 Penalty: 1060.543213
	Iteration 29Q: 3 clusters Score -6130498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113698 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6130499.000000 Penalty: 1060.543213
	Iteration 30Q: 3 clusters Score -6130499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113692 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6130495.500000 Penalty: 1060.543213
	Iteration 31Q: 3 clusters Score -6130496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113684 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6130497.500000 Penalty: 1060.543213
	Iteration 32Q: 3 clusters Score -6130498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113680 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6130499.500000 Penalty: 1060.543213
	Iteration 33Q: 3 clusters Score -6130500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113679 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6130500.000000 Penalty: 1060.543213
	Iteration 34Q: 3 clusters Score -6130500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113677 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6130504.000000 Penalty: 1060.543213
	Iteration 35Q: 3 clusters Score -6130504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113672 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6130497.500000 Penalty: 1060.543213
	Iteration 36Q: 3 clusters Score -6130498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113667 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6130492.000000 Penalty: 1060.543213
	Iteration 37Q: 3 clusters Score -6130492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113666 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6130496.500000 Penalty: 1060.543213
	Iteration 38Q: 3 clusters Score -6130496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113663 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6130498.500000 Penalty: 1060.543213
	Iteration 39Q: 3 clusters Score -6130498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113663 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6130495.000000 Penalty: 1060.543213
	Iteration 40F: 3 clusters Score -6130495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113661 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6130498.000000 Penalty: 1060.543213
	Iteration 41Q: 3 clusters Score -6130498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6130497.500000 Penalty: 1060.543213
	Iteration 42Q: 3 clusters Score -6130498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113658 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6130496.500000 Penalty: 1060.543213
	Iteration 43Q: 3 clusters Score -6130496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113655 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6130497.000000 Penalty: 1060.543213
	Iteration 44Q: 3 clusters Score -6130497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113652 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6130499.500000 Penalty: 1060.543213
	Iteration 45Q: 3 clusters Score -6130500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6130503.500000 Penalty: 1060.543213
	Iteration 46Q: 3 clusters Score -6130504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113650 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6130503.500000 Penalty: 1060.543213
	Iteration 47F: 3 clusters Score -6130504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 86778 members 
Mstep: Class 3 contains 57920 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 40032 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 43970 members 
Mstep: Class 8 contains 82381 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 57895 members 
Mstep: Class 11 contains 17853 members 
Mstep: Class 12 contains 41302 members 
Mstep: Class 13 contains 5221 members 
Mstep: Class 14 contains 2235 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 19235 members 
Mstep: Class 19 contains 62660 members 
Mstep: Class 20 contains 67919 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 110819 members 
Mstep: Class 23 contains 78173 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 2247 members 
Mstep: Class 26 contains 12737 members 
Mstep: Class 27 contains 159913 members 
Mstep: Class 28 contains 4099 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 85621 members 
Mstep: Class 31 contains 45342 members 
Mstep: Class 32 contains 19802 members 
Mstep: Class 33 contains 113650 members 
Mstep: Class 34 contains 666 members 
Mstep: Class 35 contains 2684 members 
Mstep: Class 36 contains 140578 members 
Mstep: Class 37 contains 16563 members 
Mstep: Class 38 contains 33414 members 
Mstep: Class 39 contains 70715 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12149 members 
Mstep: Class 42 contains 5256 members 
Mstep: Class 43 contains 108702 members 
Mstep: Class 44 contains 89968 members 
Mstep: Class 45 contains 1538 members 
Entering Unmasked Estep 
Score: -87421440.000000 Penalty: 29409.876953
Splitting cluster 33 changes total score from -87417160.000000 to -87421440.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 34 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -36633.105469 Penalty: 295.808685
	Iteration 0F: 2 clusters Score -36633.11 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 331 members 
Entering Unmasked Estep 
Score: -36014.683594 Penalty: 591.617371
	Iteration 0F: 3 clusters Score -36014.68 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36187.628906 Penalty: 591.617371
	Iteration 1F: 3 clusters Score -36187.63 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36227.816406 Penalty: 591.617371
	Iteration 2F: 3 clusters Score -36227.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36254.664062 Penalty: 591.617371
	Iteration 3F: 3 clusters Score -36254.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36276.929688 Penalty: 591.617371
	Iteration 4Q: 3 clusters Score -36276.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36290.589844 Penalty: 591.617371
	Iteration 5Q: 3 clusters Score -36290.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36305.972656 Penalty: 591.617371
	Iteration 6Q: 3 clusters Score -36305.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36321.421875 Penalty: 591.617371
	Iteration 7Q: 3 clusters Score -36321.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36327.292969 Penalty: 591.617371
	Iteration 8Q: 3 clusters Score -36327.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36333.085938 Penalty: 591.617371
	Iteration 9Q: 3 clusters Score -36333.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36335.988281 Penalty: 591.617371
	Iteration 10Q: 3 clusters Score -36335.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36342.316406 Penalty: 591.617371
	Iteration 11Q: 3 clusters Score -36342.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36351.265625 Penalty: 591.617371
	Iteration 12Q: 3 clusters Score -36351.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36355.347656 Penalty: 591.617371
	Iteration 13Q: 3 clusters Score -36355.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36358.156250 Penalty: 591.617371
	Iteration 14Q: 3 clusters Score -36358.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36361.519531 Penalty: 591.617371
	Iteration 15Q: 3 clusters Score -36361.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36368.222656 Penalty: 591.617371
	Iteration 16Q: 3 clusters Score -36368.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36370.363281 Penalty: 591.617371
	Iteration 17Q: 3 clusters Score -36370.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36371.390625 Penalty: 591.617371
	Iteration 18Q: 3 clusters Score -36371.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36372.531250 Penalty: 591.617371
	Iteration 19Q: 3 clusters Score -36372.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36372.781250 Penalty: 591.617371
	Iteration 20F: 3 clusters Score -36372.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -128766.328125 Penalty: 359.225372
	Iteration 0F: 2 clusters Score -128766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -126893.976562 Penalty: 718.450745
	Iteration 0F: 3 clusters Score -126894 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -127514.117188 Penalty: 718.450745
	Iteration 1F: 3 clusters Score -127514.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -127576.640625 Penalty: 718.450745
	Iteration 2F: 3 clusters Score -127576.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -127625.492188 Penalty: 718.450745
	Iteration 3Q: 3 clusters Score -127625.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -127670.765625 Penalty: 718.450745
	Iteration 4Q: 3 clusters Score -127670.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -127723.109375 Penalty: 718.450745
	Iteration 5Q: 3 clusters Score -127723.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -127777.953125 Penalty: 718.450745
	Iteration 6Q: 3 clusters Score -127778 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -127831.039062 Penalty: 718.450745
	Iteration 7Q: 3 clusters Score -127831 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -127889.656250 Penalty: 718.450745
	Iteration 8Q: 3 clusters Score -127889.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -127963.140625 Penalty: 718.450745
	Iteration 9Q: 3 clusters Score -127963.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -128039.539062 Penalty: 718.450745
	Iteration 10Q: 3 clusters Score -128039.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -128112.507812 Penalty: 718.450745
	Iteration 11Q: 3 clusters Score -128112.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -128175.265625 Penalty: 718.450745
	Iteration 12Q: 3 clusters Score -128175.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -128228.140625 Penalty: 718.450745
	Iteration 13Q: 3 clusters Score -128228.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -128268.273438 Penalty: 718.450745
	Iteration 14Q: 3 clusters Score -128268.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -128298.210938 Penalty: 718.450745
	Iteration 15Q: 3 clusters Score -128298.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -128316.601562 Penalty: 718.450745
	Iteration 16Q: 3 clusters Score -128316.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -128326.804688 Penalty: 718.450745
	Iteration 17Q: 3 clusters Score -128326.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -128334.242188 Penalty: 718.450745
	Iteration 18Q: 3 clusters Score -128334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -128338.460938 Penalty: 718.450745
	Iteration 19Q: 3 clusters Score -128338.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -128346.000000 Penalty: 718.450745
	Iteration 20F: 3 clusters Score -128346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -128356.398438 Penalty: 718.450745
	Iteration 21Q: 3 clusters Score -128356.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -128364.242188 Penalty: 718.450745
	Iteration 22Q: 3 clusters Score -128364.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -128368.742188 Penalty: 718.450745
	Iteration 23Q: 3 clusters Score -128368.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -128370.523438 Penalty: 718.450745
	Iteration 24Q: 3 clusters Score -128370.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -128372.812500 Penalty: 718.450745
	Iteration 25Q: 3 clusters Score -128372.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -128374.726562 Penalty: 718.450745
	Iteration 26Q: 3 clusters Score -128374.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -128376.679688 Penalty: 718.450745
	Iteration 27Q: 3 clusters Score -128376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -128377.367188 Penalty: 718.450745
	Iteration 28Q: 3 clusters Score -128377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -128378.226562 Penalty: 718.450745
	Iteration 29Q: 3 clusters Score -128378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -128378.421875 Penalty: 718.450745
	Iteration 30Q: 3 clusters Score -128378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -128378.406250 Penalty: 718.450745
	Iteration 31Q: 3 clusters Score -128378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -128378.562500 Penalty: 718.450745
	Iteration 32Q: 3 clusters Score -128378.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -128378.562500 Penalty: 718.450745
	Iteration 33F: 3 clusters Score -128378.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (140578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140578 members 
Entering Unmasked Estep 
Score: -7304106.500000 Penalty: 539.335022
	Iteration 0F: 2 clusters Score -7304106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70234 members 
Mstep: Class 2 contains 70344 members 
Entering Unmasked Estep 
Score: -7209761.000000 Penalty: 1078.670044
	Iteration 0F: 3 clusters Score -7209761 nChanged 69143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66229 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -7251965.500000 Penalty: 1078.670044
	Iteration 1F: 3 clusters Score -7251966 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -7253282.000000 Penalty: 1078.670044
	Iteration 2Q: 3 clusters Score -7253282 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -7255097.000000 Penalty: 1078.670044
	Iteration 3Q: 3 clusters Score -7255097 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -7258008.500000 Penalty: 1078.670044
	Iteration 4Q: 3 clusters Score -7258008 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -7262990.000000 Penalty: 1078.670044
	Iteration 5F: 3 clusters Score -7262990 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 95547 members 
Entering Unmasked Estep 
Score: -7270644.000000 Penalty: 1078.670044
	Iteration 6F: 3 clusters Score -7270644 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 101274 members 
Entering Unmasked Estep 
Score: -7278593.000000 Penalty: 1078.670044
	Iteration 7F: 3 clusters Score -7278593 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 105358 members 
Entering Unmasked Estep 
Score: -7283863.000000 Penalty: 1078.670044
	Iteration 8F: 3 clusters Score -7283863 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 108408 members 
Entering Unmasked Estep 
Score: -7286423.500000 Penalty: 1078.670044
	Iteration 9Q: 3 clusters Score -7286424 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 111187 members 
Entering Unmasked Estep 
Score: -7288030.500000 Penalty: 1078.670044
	Iteration 10Q: 3 clusters Score -7288030 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 113855 members 
Entering Unmasked Estep 
Score: -7289389.000000 Penalty: 1078.670044
	Iteration 11Q: 3 clusters Score -7289389 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -7290646.500000 Penalty: 1078.670044
	Iteration 12Q: 3 clusters Score -7290646 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 119079 members 
Entering Unmasked Estep 
Score: -7291860.000000 Penalty: 1078.670044
	Iteration 13Q: 3 clusters Score -7291860 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 121668 members 
Entering Unmasked Estep 
Score: -7293067.000000 Penalty: 1078.670044
	Iteration 14Q: 3 clusters Score -7293067 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 124274 members 
Entering Unmasked Estep 
Score: -7294434.500000 Penalty: 1078.670044
	Iteration 15Q: 3 clusters Score -7294434 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 126750 members 
Entering Unmasked Estep 
Score: -7295728.500000 Penalty: 1078.670044
	Iteration 16Q: 3 clusters Score -7295728 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 129093 members 
Entering Unmasked Estep 
Score: -7296990.000000 Penalty: 1078.670044
	Iteration 17Q: 3 clusters Score -7296990 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 131209 members 
Entering Unmasked Estep 
Score: -7298136.500000 Penalty: 1078.670044
	Iteration 18Q: 3 clusters Score -7298136 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 133098 members 
Entering Unmasked Estep 
Score: -7299263.000000 Penalty: 1078.670044
	Iteration 19Q: 3 clusters Score -7299263 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 134781 members 
Entering Unmasked Estep 
Score: -7300230.000000 Penalty: 1078.670044
	Iteration 20F: 3 clusters Score -7300230 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 136169 members 
Entering Unmasked Estep 
Score: -7301061.500000 Penalty: 1078.670044
	Iteration 21Q: 3 clusters Score -7301062 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 137296 members 
Entering Unmasked Estep 
Score: -7301759.500000 Penalty: 1078.670044
	Iteration 22Q: 3 clusters Score -7301760 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 138192 members 
Entering Unmasked Estep 
Score: -7302238.500000 Penalty: 1078.670044
	Iteration 23Q: 3 clusters Score -7302238 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 138832 members 
Entering Unmasked Estep 
Score: -7302628.000000 Penalty: 1078.670044
	Iteration 24Q: 3 clusters Score -7302628 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 139316 members 
Entering Unmasked Estep 
Score: -7302938.500000 Penalty: 1078.670044
	Iteration 25Q: 3 clusters Score -7302938 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -7303135.500000 Penalty: 1078.670044
	Iteration 26Q: 3 clusters Score -7303136 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 139919 members 
Entering Unmasked Estep 
Score: -7303307.000000 Penalty: 1078.670044
	Iteration 27Q: 3 clusters Score -7303307 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 140100 members 
Entering Unmasked Estep 
Score: -7303421.000000 Penalty: 1078.670044
	Iteration 28Q: 3 clusters Score -7303421 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 140206 members 
Entering Unmasked Estep 
Score: -7303473.500000 Penalty: 1078.670044
	Iteration 29Q: 3 clusters Score -7303474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 140272 members 
Entering Unmasked Estep 
Score: -7303518.000000 Penalty: 1078.670044
	Iteration 30Q: 3 clusters Score -7303518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 140319 members 
Entering Unmasked Estep 
Score: -7303546.500000 Penalty: 1078.670044
	Iteration 31Q: 3 clusters Score -7303546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 140349 members 
Entering Unmasked Estep 
Score: -7303563.500000 Penalty: 1078.670044
	Iteration 32Q: 3 clusters Score -7303564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 140369 members 
Entering Unmasked Estep 
Score: -7303566.500000 Penalty: 1078.670044
	Iteration 33Q: 3 clusters Score -7303566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 140383 members 
Entering Unmasked Estep 
Score: -7303580.000000 Penalty: 1078.670044
	Iteration 34Q: 3 clusters Score -7303580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 140395 members 
Entering Unmasked Estep 
Score: -7303579.500000 Penalty: 1078.670044
	Iteration 35Q: 3 clusters Score -7303580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140401 members 
Entering Unmasked Estep 
Score: -7303581.500000 Penalty: 1078.670044
	Iteration 36Q: 3 clusters Score -7303582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 140410 members 
Entering Unmasked Estep 
Score: -7303596.500000 Penalty: 1078.670044
	Iteration 37Q: 3 clusters Score -7303596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 140418 members 
Entering Unmasked Estep 
Score: -7303609.500000 Penalty: 1078.670044
	Iteration 38Q: 3 clusters Score -7303610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 140426 members 
Entering Unmasked Estep 
Score: -7303615.000000 Penalty: 1078.670044
	Iteration 39Q: 3 clusters Score -7303615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 140427 members 
Entering Unmasked Estep 
Score: -7303613.500000 Penalty: 1078.670044
	Iteration 40F: 3 clusters Score -7303614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -7303613.000000 Penalty: 1078.670044
	Iteration 41Q: 3 clusters Score -7303613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 140429 members 
Entering Unmasked Estep 
Score: -7303613.000000 Penalty: 1078.670044
	Iteration 42Q: 3 clusters Score -7303613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140428 members 
Entering Unmasked Estep 
Score: -7303613.500000 Penalty: 1078.670044
	Iteration 43Q: 3 clusters Score -7303614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 140428 members 
Entering Unmasked Estep 
Score: -7303613.500000 Penalty: 1078.670044
	Iteration 44F: 3 clusters Score -7303614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (16563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Entering Unmasked Estep 
Score: -862206.312500 Penalty: 442.029175
	Iteration 0F: 2 clusters Score -862206.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -851122.625000 Penalty: 884.058350
	Iteration 0F: 3 clusters Score -851122.6 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -855605.437500 Penalty: 884.058350
	Iteration 1F: 3 clusters Score -855605.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -855892.750000 Penalty: 884.058350
	Iteration 2Q: 3 clusters Score -855892.8 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -856348.937500 Penalty: 884.058350
	Iteration 3F: 3 clusters Score -856348.9 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -857097.687500 Penalty: 884.058350
	Iteration 4F: 3 clusters Score -857097.7 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -858305.062500 Penalty: 884.058350
	Iteration 5F: 3 clusters Score -858305.1 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -859744.500000 Penalty: 884.058350
	Iteration 6F: 3 clusters Score -859744.5 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -860851.625000 Penalty: 884.058350
	Iteration 7F: 3 clusters Score -860851.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -861415.375000 Penalty: 884.058350
	Iteration 8Q: 3 clusters Score -861415.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -861630.937500 Penalty: 884.058350
	Iteration 9Q: 3 clusters Score -861630.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -861725.375000 Penalty: 884.058350
	Iteration 10Q: 3 clusters Score -861725.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -861778.062500 Penalty: 884.058350
	Iteration 11Q: 3 clusters Score -861778.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -861823.125000 Penalty: 884.058350
	Iteration 12Q: 3 clusters Score -861823.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -861857.125000 Penalty: 884.058350
	Iteration 13Q: 3 clusters Score -861857.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -861905.312500 Penalty: 884.058350
	Iteration 14Q: 3 clusters Score -861905.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -861992.562500 Penalty: 884.058350
	Iteration 15Q: 3 clusters Score -861992.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -862062.000000 Penalty: 884.058350
	Iteration 16Q: 3 clusters Score -862062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -862117.937500 Penalty: 884.058350
	Iteration 17Q: 3 clusters Score -862117.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -862152.312500 Penalty: 884.058350
	Iteration 18Q: 3 clusters Score -862152.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -862190.562500 Penalty: 884.058350
	Iteration 19Q: 3 clusters Score -862190.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -862202.125000 Penalty: 884.058350
	Iteration 20F: 3 clusters Score -862202.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -862206.750000 Penalty: 884.058350
	Iteration 21Q: 3 clusters Score -862206.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -862212.625000 Penalty: 884.058350
	Iteration 22Q: 3 clusters Score -862212.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -862218.875000 Penalty: 884.058350
	Iteration 23Q: 3 clusters Score -862218.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -862223.875000 Penalty: 884.058350
	Iteration 24Q: 3 clusters Score -862223.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -862227.812500 Penalty: 884.058350
	Iteration 25Q: 3 clusters Score -862227.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -862231.500000 Penalty: 884.058350
	Iteration 26Q: 3 clusters Score -862231.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -862232.500000 Penalty: 884.058350
	Iteration 27Q: 3 clusters Score -862232.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -862235.187500 Penalty: 884.058350
	Iteration 28Q: 3 clusters Score -862235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -862235.312500 Penalty: 884.058350
	Iteration 29Q: 3 clusters Score -862235.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -862238.062500 Penalty: 884.058350
	Iteration 30Q: 3 clusters Score -862238.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -862239.375000 Penalty: 884.058350
	Iteration 31Q: 3 clusters Score -862239.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -862242.312500 Penalty: 884.058350
	Iteration 32Q: 3 clusters Score -862242.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -862247.687500 Penalty: 884.058350
	Iteration 33Q: 3 clusters Score -862247.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -862254.812500 Penalty: 884.058350
	Iteration 34Q: 3 clusters Score -862254.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -862264.875000 Penalty: 884.058350
	Iteration 35Q: 3 clusters Score -862264.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -862269.750000 Penalty: 884.058350
	Iteration 36Q: 3 clusters Score -862269.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -862272.625000 Penalty: 884.058350
	Iteration 37Q: 3 clusters Score -862272.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -862271.812500 Penalty: 884.058350
	Iteration 38Q: 3 clusters Score -862271.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -862274.250000 Penalty: 884.058350
	Iteration 39Q: 3 clusters Score -862274.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -862277.750000 Penalty: 884.058350
	Iteration 40F: 3 clusters Score -862277.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -862278.312500 Penalty: 884.058350
	Iteration 41Q: 3 clusters Score -862278.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -862280.125000 Penalty: 884.058350
	Iteration 42Q: 3 clusters Score -862280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -862280.625000 Penalty: 884.058350
	Iteration 43Q: 3 clusters Score -862280.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -862280.875000 Penalty: 884.058350
	Iteration 44Q: 3 clusters Score -862280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -862280.812500 Penalty: 884.058350
	Iteration 45Q: 3 clusters Score -862280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -862281.062500 Penalty: 884.058350
	Iteration 46Q: 3 clusters Score -862281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -862282.000000 Penalty: 884.058350
	Iteration 47Q: 3 clusters Score -862282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -862282.125000 Penalty: 884.058350
	Iteration 48Q: 3 clusters Score -862282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -862284.125000 Penalty: 884.058350
	Iteration 49Q: 3 clusters Score -862284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -862283.312500 Penalty: 884.058350
	Iteration 50Q: 3 clusters Score -862283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -862284.937500 Penalty: 884.058350
	Iteration 51Q: 3 clusters Score -862284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -862283.375000 Penalty: 884.058350
	Iteration 52Q: 3 clusters Score -862283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -862282.437500 Penalty: 884.058350
	Iteration 53Q: 3 clusters Score -862282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -862282.812500 Penalty: 884.058350
	Iteration 54Q: 3 clusters Score -862282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -862282.500000 Penalty: 884.058350
	Iteration 55Q: 3 clusters Score -862282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -862282.500000 Penalty: 884.058350
	Iteration 56F: 3 clusters Score -862282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 86778 members 
Mstep: Class 3 contains 57920 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 40032 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 43970 members 
Mstep: Class 8 contains 82381 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 57895 members 
Mstep: Class 11 contains 17853 members 
Mstep: Class 12 contains 41302 members 
Mstep: Class 13 contains 5221 members 
Mstep: Class 14 contains 2235 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 19235 members 
Mstep: Class 19 contains 62660 members 
Mstep: Class 20 contains 67919 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 110819 members 
Mstep: Class 23 contains 78173 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 2247 members 
Mstep: Class 26 contains 12737 members 
Mstep: Class 27 contains 159913 members 
Mstep: Class 28 contains 4099 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 85621 members 
Mstep: Class 31 contains 45342 members 
Mstep: Class 32 contains 19802 members 
Mstep: Class 33 contains 113650 members 
Mstep: Class 34 contains 666 members 
Mstep: Class 35 contains 2684 members 
Mstep: Class 36 contains 140578 members 
Mstep: Class 37 contains 15643 members 
Mstep: Class 38 contains 33414 members 
Mstep: Class 39 contains 70715 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12149 members 
Mstep: Class 42 contains 5256 members 
Mstep: Class 43 contains 108702 members 
Mstep: Class 44 contains 89968 members 
Mstep: Class 45 contains 1538 members 
Mstep: Class 46 contains 920 members 
Entering Unmasked Estep 
Score: -87421248.000000 Penalty: 30063.429688
Splitting cluster 37 changes total score from -87417160.000000 to -87421248.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 38 (33414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Entering Unmasked Estep 
Score: -1809139.875000 Penalty: 473.961212
	Iteration 0F: 2 clusters Score -1809140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1786653.750000 Penalty: 947.922424
	Iteration 0F: 3 clusters Score -1786654 nChanged 16117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -1796143.250000 Penalty: 947.922424
	Iteration 1F: 3 clusters Score -1796143 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1796603.750000 Penalty: 947.922424
	Iteration 2Q: 3 clusters Score -1796604 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -1797314.750000 Penalty: 947.922424
	Iteration 3Q: 3 clusters Score -1797315 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1798611.250000 Penalty: 947.922424
	Iteration 4F: 3 clusters Score -1798611 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -1800932.750000 Penalty: 947.922424
	Iteration 5F: 3 clusters Score -1800933 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -1804012.500000 Penalty: 947.922424
	Iteration 6F: 3 clusters Score -1804012 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -1806118.500000 Penalty: 947.922424
	Iteration 7F: 3 clusters Score -1806118 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -1807140.250000 Penalty: 947.922424
	Iteration 8Q: 3 clusters Score -1807140 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -1807765.250000 Penalty: 947.922424
	Iteration 9Q: 3 clusters Score -1807765 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -1808189.000000 Penalty: 947.922424
	Iteration 10Q: 3 clusters Score -1808189 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -1808451.125000 Penalty: 947.922424
	Iteration 11Q: 3 clusters Score -1808451 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -1808600.625000 Penalty: 947.922424
	Iteration 12Q: 3 clusters Score -1808601 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -1808688.375000 Penalty: 947.922424
	Iteration 13Q: 3 clusters Score -1808688 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -1808734.250000 Penalty: 947.922424
	Iteration 14Q: 3 clusters Score -1808734 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -1808736.625000 Penalty: 947.922424
	Iteration 15Q: 3 clusters Score -1808737 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -1808749.500000 Penalty: 947.922424
	Iteration 16Q: 3 clusters Score -1808750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -1808751.625000 Penalty: 947.922424
	Iteration 17Q: 3 clusters Score -1808752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -1808756.875000 Penalty: 947.922424
	Iteration 18Q: 3 clusters Score -1808757 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -1808759.375000 Penalty: 947.922424
	Iteration 19Q: 3 clusters Score -1808759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -1808759.625000 Penalty: 947.922424
	Iteration 20F: 3 clusters Score -1808760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -1808761.625000 Penalty: 947.922424
	Iteration 21Q: 3 clusters Score -1808762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -1808760.500000 Penalty: 947.922424
	Iteration 22Q: 3 clusters Score -1808760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -1808760.500000 Penalty: 947.922424
	Iteration 23Q: 3 clusters Score -1808760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -1808762.000000 Penalty: 947.922424
	Iteration 24Q: 3 clusters Score -1808762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -1808761.000000 Penalty: 947.922424
	Iteration 25Q: 3 clusters Score -1808761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -1808762.125000 Penalty: 947.922424
	Iteration 26Q: 3 clusters Score -1808762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -1808766.000000 Penalty: 947.922424
	Iteration 27Q: 3 clusters Score -1808766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -1808763.000000 Penalty: 947.922424
	Iteration 28Q: 3 clusters Score -1808763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -1808762.125000 Penalty: 947.922424
	Iteration 29Q: 3 clusters Score -1808762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -1808763.750000 Penalty: 947.922424
	Iteration 30Q: 3 clusters Score -1808764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -1808761.875000 Penalty: 947.922424
	Iteration 31Q: 3 clusters Score -1808762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -1808763.125000 Penalty: 947.922424
	Iteration 32Q: 3 clusters Score -1808763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -1808768.625000 Penalty: 947.922424
	Iteration 33Q: 3 clusters Score -1808769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -1808775.000000 Penalty: 947.922424
	Iteration 34Q: 3 clusters Score -1808775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -1808776.375000 Penalty: 947.922424
	Iteration 35Q: 3 clusters Score -1808776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -1808778.500000 Penalty: 947.922424
	Iteration 36Q: 3 clusters Score -1808778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -1808775.250000 Penalty: 947.922424
	Iteration 37Q: 3 clusters Score -1808775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -1808778.375000 Penalty: 947.922424
	Iteration 38Q: 3 clusters Score -1808778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -1808775.375000 Penalty: 947.922424
	Iteration 39Q: 3 clusters Score -1808775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -1808774.750000 Penalty: 947.922424
	Iteration 40F: 3 clusters Score -1808775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -1808774.250000 Penalty: 947.922424
	Iteration 41Q: 3 clusters Score -1808774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -1808774.375000 Penalty: 947.922424
	Iteration 42Q: 3 clusters Score -1808774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -1808774.000000 Penalty: 947.922424
	Iteration 43Q: 3 clusters Score -1808774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -1808774.500000 Penalty: 947.922424
	Iteration 44Q: 3 clusters Score -1808774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -1808773.375000 Penalty: 947.922424
	Iteration 45Q: 3 clusters Score -1808773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -1808774.125000 Penalty: 947.922424
	Iteration 46Q: 3 clusters Score -1808774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -1808776.625000 Penalty: 947.922424
	Iteration 47Q: 3 clusters Score -1808777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -1808777.750000 Penalty: 947.922424
	Iteration 48Q: 3 clusters Score -1808778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -1808773.625000 Penalty: 947.922424
	Iteration 49Q: 3 clusters Score -1808774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -1808775.875000 Penalty: 947.922424
	Iteration 50Q: 3 clusters Score -1808776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -1808778.250000 Penalty: 947.922424
	Iteration 51Q: 3 clusters Score -1808778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -1808779.500000 Penalty: 947.922424
	Iteration 52Q: 3 clusters Score -1808780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -1808774.625000 Penalty: 947.922424
	Iteration 53Q: 3 clusters Score -1808775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -1808774.750000 Penalty: 947.922424
	Iteration 54Q: 3 clusters Score -1808775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -1808776.000000 Penalty: 947.922424
	Iteration 55Q: 3 clusters Score -1808776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -1808773.875000 Penalty: 947.922424
	Iteration 56Q: 3 clusters Score -1808774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -1808776.625000 Penalty: 947.922424
	Iteration 57Q: 3 clusters Score -1808777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -1808778.625000 Penalty: 947.922424
	Iteration 58Q: 3 clusters Score -1808779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -1808780.500000 Penalty: 947.922424
	Iteration 59Q: 3 clusters Score -1808780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -1808780.875000 Penalty: 947.922424
	Iteration 60F: 3 clusters Score -1808781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -1808783.000000 Penalty: 947.922424
	Iteration 61Q: 3 clusters Score -1808783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -1808784.000000 Penalty: 947.922424
	Iteration 62Q: 3 clusters Score -1808784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -1808782.750000 Penalty: 947.922424
	Iteration 63Q: 3 clusters Score -1808783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -1808783.000000 Penalty: 947.922424
	Iteration 64Q: 3 clusters Score -1808783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -1808783.750000 Penalty: 947.922424
	Iteration 65Q: 3 clusters Score -1808784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1808781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1808782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -1808781.500000 Penalty: 947.922424
	Iteration 68Q: 3 clusters Score -1808782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -1808778.125000 Penalty: 947.922424
	Iteration 69Q: 3 clusters Score -1808778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -1808778.250000 Penalty: 947.922424
	Iteration 70Q: 3 clusters Score -1808778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -1808778.875000 Penalty: 947.922424
	Iteration 71Q: 3 clusters Score -1808779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -1808775.375000 Penalty: 947.922424
	Iteration 72Q: 3 clusters Score -1808775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -1808775.500000 Penalty: 947.922424
	Iteration 73Q: 3 clusters Score -1808776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -1808775.625000 Penalty: 947.922424
	Iteration 74Q: 3 clusters Score -1808776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1808775.125000 Penalty: 947.922424
	Iteration 75Q: 3 clusters Score -1808775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -1808774.500000 Penalty: 947.922424
	Iteration 76Q: 3 clusters Score -1808774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -1808773.125000 Penalty: 947.922424
	Iteration 77Q: 3 clusters Score -1808773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -1808773.000000 Penalty: 947.922424
	Iteration 78Q: 3 clusters Score -1808773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -1808771.750000 Penalty: 947.922424
	Iteration 79Q: 3 clusters Score -1808772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -1808771.125000 Penalty: 947.922424
	Iteration 80F: 3 clusters Score -1808771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -1808770.250000 Penalty: 947.922424
	Iteration 81Q: 3 clusters Score -1808770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1808772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1808772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -1808771.250000 Penalty: 947.922424
	Iteration 84Q: 3 clusters Score -1808771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -1808772.750000 Penalty: 947.922424
	Iteration 85Q: 3 clusters Score -1808773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -1808773.750000 Penalty: 947.922424
	Iteration 86Q: 3 clusters Score -1808774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -1808775.875000 Penalty: 947.922424
	Iteration 87Q: 3 clusters Score -1808776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -1808778.750000 Penalty: 947.922424
	Iteration 88Q: 3 clusters Score -1808779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -1808775.875000 Penalty: 947.922424
	Iteration 89Q: 3 clusters Score -1808776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -1808776.250000 Penalty: 947.922424
	Iteration 90Q: 3 clusters Score -1808776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -1808775.125000 Penalty: 947.922424
	Iteration 91Q: 3 clusters Score -1808775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -1808774.875000 Penalty: 947.922424
	Iteration 92Q: 3 clusters Score -1808775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -1808774.625000 Penalty: 947.922424
	Iteration 93Q: 3 clusters Score -1808775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -1808773.500000 Penalty: 947.922424
	Iteration 94Q: 3 clusters Score -1808774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1808774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -1808776.250000 Penalty: 947.922424
	Iteration 96Q: 3 clusters Score -1808776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -1808778.875000 Penalty: 947.922424
	Iteration 97Q: 3 clusters Score -1808779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -1808777.375000 Penalty: 947.922424
	Iteration 98Q: 3 clusters Score -1808777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -1808778.875000 Penalty: 947.922424
	Iteration 99Q: 3 clusters Score -1808779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -1808779.250000 Penalty: 947.922424
	Iteration 100F: 3 clusters Score -1808779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -1808782.875000 Penalty: 947.922424
	Iteration 101Q: 3 clusters Score -1808783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -1808782.000000 Penalty: 947.922424
	Iteration 102Q: 3 clusters Score -1808782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -1808779.375000 Penalty: 947.922424
	Iteration 103Q: 3 clusters Score -1808779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -1808781.375000 Penalty: 947.922424
	Iteration 104Q: 3 clusters Score -1808781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -1808782.750000 Penalty: 947.922424
	Iteration 105Q: 3 clusters Score -1808783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -1808781.875000 Penalty: 947.922424
	Iteration 106Q: 3 clusters Score -1808782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -1808781.375000 Penalty: 947.922424
	Iteration 107Q: 3 clusters Score -1808781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -1808782.750000 Penalty: 947.922424
	Iteration 108Q: 3 clusters Score -1808783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -1808783.000000 Penalty: 947.922424
	Iteration 109Q: 3 clusters Score -1808783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -1808778.750000 Penalty: 947.922424
	Iteration 110Q: 3 clusters Score -1808779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -1808781.750000 Penalty: 947.922424
	Iteration 111Q: 3 clusters Score -1808782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -1808780.500000 Penalty: 947.922424
	Iteration 112Q: 3 clusters Score -1808780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -1808781.625000 Penalty: 947.922424
	Iteration 113Q: 3 clusters Score -1808782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -1808781.125000 Penalty: 947.922424
	Iteration 114Q: 3 clusters Score -1808781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -1808782.000000 Penalty: 947.922424
	Iteration 115Q: 3 clusters Score -1808782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -1808784.000000 Penalty: 947.922424
	Iteration 116Q: 3 clusters Score -1808784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1808783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1808782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
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	Iteration 119F: 3 clusters Score -1808782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (70715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70715 members 
Entering Unmasked Estep 
Score: -3912561.250000 Penalty: 508.071808
	Iteration 0F: 2 clusters Score -3912561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -3865265.250000 Penalty: 1016.143616
	Iteration 0F: 3 clusters Score -3865265 nChanged 34440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -3885487.000000 Penalty: 1016.143616
	Iteration 1F: 3 clusters Score -3885487 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3886601 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3888508.250000 Penalty: 1016.143616
	Iteration 3F: 3 clusters Score -3888508 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3891918.500000 Penalty: 1016.143616
	Iteration 4F: 3 clusters Score -3891918 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3897401.750000 Penalty: 1016.143616
	Iteration 5F: 3 clusters Score -3897402 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3903495.250000 Penalty: 1016.143616
	Iteration 6F: 3 clusters Score -3903495 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3907689.750000 Penalty: 1016.143616
	Iteration 7F: 3 clusters Score -3907690 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3909687.750000 Penalty: 1016.143616
	Iteration 8Q: 3 clusters Score -3909688 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3910576.500000 Penalty: 1016.143616
	Iteration 9Q: 3 clusters Score -3910576 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68346 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3910993.500000 Penalty: 1016.143616
	Iteration 10Q: 3 clusters Score -3910994 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3911254.500000 Penalty: 1016.143616
	Iteration 11Q: 3 clusters Score -3911254 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3911460.500000 Penalty: 1016.143616
	Iteration 12Q: 3 clusters Score -3911460 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3911579.000000 Penalty: 1016.143616
	Iteration 13Q: 3 clusters Score -3911579 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3911658.750000 Penalty: 1016.143616
	Iteration 14Q: 3 clusters Score -3911659 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3911733.000000 Penalty: 1016.143616
	Iteration 15Q: 3 clusters Score -3911733 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3911805.750000 Penalty: 1016.143616
	Iteration 16Q: 3 clusters Score -3911806 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3911835.250000 Penalty: 1016.143616
	Iteration 17Q: 3 clusters Score -3911835 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3911852.750000 Penalty: 1016.143616
	Iteration 18Q: 3 clusters Score -3911853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3911895.500000 Penalty: 1016.143616
	Iteration 19Q: 3 clusters Score -3911896 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3911937.000000 Penalty: 1016.143616
	Iteration 20F: 3 clusters Score -3911937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3911969.500000 Penalty: 1016.143616
	Iteration 21Q: 3 clusters Score -3911970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3911980.000000 Penalty: 1016.143616
	Iteration 22Q: 3 clusters Score -3911980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3912006.000000 Penalty: 1016.143616
	Iteration 23Q: 3 clusters Score -3912006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3912020.750000 Penalty: 1016.143616
	Iteration 24Q: 3 clusters Score -3912021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3912028.250000 Penalty: 1016.143616
	Iteration 25Q: 3 clusters Score -3912028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3912035.250000 Penalty: 1016.143616
	Iteration 26Q: 3 clusters Score -3912035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3912049.000000 Penalty: 1016.143616
	Iteration 27Q: 3 clusters Score -3912049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3912054.250000 Penalty: 1016.143616
	Iteration 28Q: 3 clusters Score -3912054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3912056.500000 Penalty: 1016.143616
	Iteration 29Q: 3 clusters Score -3912056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3912055.250000 Penalty: 1016.143616
	Iteration 30Q: 3 clusters Score -3912055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3912067.500000 Penalty: 1016.143616
	Iteration 31Q: 3 clusters Score -3912068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3912066.250000 Penalty: 1016.143616
	Iteration 32Q: 3 clusters Score -3912066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3912067.500000 Penalty: 1016.143616
	Iteration 33Q: 3 clusters Score -3912068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3912067.000000 Penalty: 1016.143616
	Iteration 34Q: 3 clusters Score -3912067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3912067.500000 Penalty: 1016.143616
	Iteration 35Q: 3 clusters Score -3912068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3912075.250000 Penalty: 1016.143616
	Iteration 36Q: 3 clusters Score -3912075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3912077.750000 Penalty: 1016.143616
	Iteration 37Q: 3 clusters Score -3912078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3912084.750000 Penalty: 1016.143616
	Iteration 38Q: 3 clusters Score -3912085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3912088.500000 Penalty: 1016.143616
	Iteration 39Q: 3 clusters Score -3912088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3912088.750000 Penalty: 1016.143616
	Iteration 40F: 3 clusters Score -3912089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3912091.500000 Penalty: 1016.143616
	Iteration 41Q: 3 clusters Score -3912092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3912093.250000 Penalty: 1016.143616
	Iteration 42Q: 3 clusters Score -3912093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3912095.000000 Penalty: 1016.143616
	Iteration 43Q: 3 clusters Score -3912095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3912099.000000 Penalty: 1016.143616
	Iteration 44Q: 3 clusters Score -3912099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70311 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3912108.500000 Penalty: 1016.143616
	Iteration 45Q: 3 clusters Score -3912108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70314 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3912110.750000 Penalty: 1016.143616
	Iteration 46Q: 3 clusters Score -3912111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3912119.000000 Penalty: 1016.143616
	Iteration 47Q: 3 clusters Score -3912119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3912116.000000 Penalty: 1016.143616
	Iteration 48Q: 3 clusters Score -3912116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3912116.750000 Penalty: 1016.143616
	Iteration 49Q: 3 clusters Score -3912117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3912117.500000 Penalty: 1016.143616
	Iteration 50Q: 3 clusters Score -3912118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3912117.500000 Penalty: 1016.143616
	Iteration 51F: 3 clusters Score -3912118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6368.799805 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6368.8 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 84 members 
Entering Unmasked Estep 
Score: -6143.635254 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6143.635 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6222.437012 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6222.437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6282.302246 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6282.302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6289.760254 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -6289.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6292.715332 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -6292.715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6292.715332 Penalty: 467.357666
	Iteration 5F: 3 clusters Score -6292.715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (12149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Entering Unmasked Estep 
Score: -661688.625000 Penalty: 427.927612
	Iteration 0F: 2 clusters Score -661688.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -653634.312500 Penalty: 855.855225
	Iteration 0F: 3 clusters Score -653634.3 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -656878.562500 Penalty: 855.855225
	Iteration 1F: 3 clusters Score -656878.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -656988.937500 Penalty: 855.855225
	Iteration 2Q: 3 clusters Score -656988.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -657082.937500 Penalty: 855.855225
	Iteration 3Q: 3 clusters Score -657082.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -657188.687500 Penalty: 855.855225
	Iteration 4Q: 3 clusters Score -657188.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -657329.437500 Penalty: 855.855225
	Iteration 5Q: 3 clusters Score -657329.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -657554.562500 Penalty: 855.855225
	Iteration 6Q: 3 clusters Score -657554.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -657865.812500 Penalty: 855.855225
	Iteration 7Q: 3 clusters Score -657865.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -658329.000000 Penalty: 855.855225
	Iteration 8F: 3 clusters Score -658329 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -659002.500000 Penalty: 855.855225
	Iteration 9F: 3 clusters Score -659002.5 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -659629.062500 Penalty: 855.855225
	Iteration 10F: 3 clusters Score -659629.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -660017.687500 Penalty: 855.855225
	Iteration 11Q: 3 clusters Score -660017.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -660253.125000 Penalty: 855.855225
	Iteration 12Q: 3 clusters Score -660253.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -660405.062500 Penalty: 855.855225
	Iteration 13Q: 3 clusters Score -660405.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -660545.125000 Penalty: 855.855225
	Iteration 14Q: 3 clusters Score -660545.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -660657.187500 Penalty: 855.855225
	Iteration 15Q: 3 clusters Score -660657.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -660762.500000 Penalty: 855.855225
	Iteration 16Q: 3 clusters Score -660762.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -660857.687500 Penalty: 855.855225
	Iteration 17Q: 3 clusters Score -660857.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -660943.937500 Penalty: 855.855225
	Iteration 18Q: 3 clusters Score -660943.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -661016.125000 Penalty: 855.855225
	Iteration 19Q: 3 clusters Score -661016.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -661067.187500 Penalty: 855.855225
	Iteration 20F: 3 clusters Score -661067.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -661100.312500 Penalty: 855.855225
	Iteration 21Q: 3 clusters Score -661100.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -661126.000000 Penalty: 855.855225
	Iteration 22Q: 3 clusters Score -661126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -661151.375000 Penalty: 855.855225
	Iteration 23Q: 3 clusters Score -661151.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -661171.312500 Penalty: 855.855225
	Iteration 24Q: 3 clusters Score -661171.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -661187.687500 Penalty: 855.855225
	Iteration 25Q: 3 clusters Score -661187.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -661206.750000 Penalty: 855.855225
	Iteration 26Q: 3 clusters Score -661206.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -661230.187500 Penalty: 855.855225
	Iteration 27Q: 3 clusters Score -661230.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -661246.375000 Penalty: 855.855225
	Iteration 28Q: 3 clusters Score -661246.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -661251.062500 Penalty: 855.855225
	Iteration 29Q: 3 clusters Score -661251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -661254.312500 Penalty: 855.855225
	Iteration 30Q: 3 clusters Score -661254.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -661258.750000 Penalty: 855.855225
	Iteration 31Q: 3 clusters Score -661258.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -661265.250000 Penalty: 855.855225
	Iteration 32Q: 3 clusters Score -661265.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -661273.687500 Penalty: 855.855225
	Iteration 33Q: 3 clusters Score -661273.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -661278.687500 Penalty: 855.855225
	Iteration 34Q: 3 clusters Score -661278.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -661285.000000 Penalty: 855.855225
	Iteration 35Q: 3 clusters Score -661285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -661291.562500 Penalty: 855.855225
	Iteration 36Q: 3 clusters Score -661291.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -661297.250000 Penalty: 855.855225
	Iteration 37Q: 3 clusters Score -661297.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -661300.562500 Penalty: 855.855225
	Iteration 38Q: 3 clusters Score -661300.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -661303.500000 Penalty: 855.855225
	Iteration 39Q: 3 clusters Score -661303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -661307.187500 Penalty: 855.855225
	Iteration 40F: 3 clusters Score -661307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -661310.000000 Penalty: 855.855225
	Iteration 41Q: 3 clusters Score -661310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -661310.187500 Penalty: 855.855225
	Iteration 42Q: 3 clusters Score -661310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -661310.187500 Penalty: 855.855225
	Iteration 43F: 3 clusters Score -661310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Entering Unmasked Estep 
Score: -284489.000000 Penalty: 389.804199
	Iteration 0F: 2 clusters Score -284489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -280917.281250 Penalty: 779.608398
	Iteration 0F: 3 clusters Score -280917.3 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -282297.093750 Penalty: 779.608398
	Iteration 1F: 3 clusters Score -282297.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -282431.343750 Penalty: 779.608398
	Iteration 2F: 3 clusters Score -282431.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -282606.812500 Penalty: 779.608398
	Iteration 3F: 3 clusters Score -282606.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -282832.062500 Penalty: 779.608398
	Iteration 4F: 3 clusters Score -282832.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -283105.187500 Penalty: 779.608398
	Iteration 5F: 3 clusters Score -283105.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -283347.250000 Penalty: 779.608398
	Iteration 6F: 3 clusters Score -283347.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -283519.812500 Penalty: 779.608398
	Iteration 7Q: 3 clusters Score -283519.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -283644.531250 Penalty: 779.608398
	Iteration 8Q: 3 clusters Score -283644.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -283727.187500 Penalty: 779.608398
	Iteration 9Q: 3 clusters Score -283727.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -283798.625000 Penalty: 779.608398
	Iteration 10Q: 3 clusters Score -283798.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -283858.218750 Penalty: 779.608398
	Iteration 11Q: 3 clusters Score -283858.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -283913.593750 Penalty: 779.608398
	Iteration 12Q: 3 clusters Score -283913.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -283954.000000 Penalty: 779.608398
	Iteration 13Q: 3 clusters Score -283954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -283986.343750 Penalty: 779.608398
	Iteration 14Q: 3 clusters Score -283986.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -284014.093750 Penalty: 779.608398
	Iteration 15Q: 3 clusters Score -284014.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -284039.656250 Penalty: 779.608398
	Iteration 16Q: 3 clusters Score -284039.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -284056.687500 Penalty: 779.608398
	Iteration 17Q: 3 clusters Score -284056.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -284069.218750 Penalty: 779.608398
	Iteration 18Q: 3 clusters Score -284069.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -284081.062500 Penalty: 779.608398
	Iteration 19Q: 3 clusters Score -284081.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -284087.468750 Penalty: 779.608398
	Iteration 20F: 3 clusters Score -284087.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -284093.343750 Penalty: 779.608398
	Iteration 21Q: 3 clusters Score -284093.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -284100.468750 Penalty: 779.608398
	Iteration 22Q: 3 clusters Score -284100.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -284105.437500 Penalty: 779.608398
	Iteration 23Q: 3 clusters Score -284105.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -284114.125000 Penalty: 779.608398
	Iteration 24Q: 3 clusters Score -284114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -284117.812500 Penalty: 779.608398
	Iteration 25Q: 3 clusters Score -284117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -284120.218750 Penalty: 779.608398
	Iteration 26Q: 3 clusters Score -284120.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -284122.312500 Penalty: 779.608398
	Iteration 27Q: 3 clusters Score -284122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -284124.437500 Penalty: 779.608398
	Iteration 28Q: 3 clusters Score -284124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -284125.187500 Penalty: 779.608398
	Iteration 29Q: 3 clusters Score -284125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -284125.937500 Penalty: 779.608398
	Iteration 30Q: 3 clusters Score -284125.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -284127.531250 Penalty: 779.608398
	Iteration 31Q: 3 clusters Score -284127.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -284128.125000 Penalty: 779.608398
	Iteration 32Q: 3 clusters Score -284128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -284128.125000 Penalty: 779.608398
	Iteration 33F: 3 clusters Score -284128.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (108702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108702 members 
Entering Unmasked Estep 
Score: -5937434.000000 Penalty: 527.634644
	Iteration 0F: 2 clusters Score -5937434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54310 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -5866971.000000 Penalty: 1055.269287
	Iteration 0F: 3 clusters Score -5866971 nChanged 53155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -5899431.000000 Penalty: 1055.269287
	Iteration 1F: 3 clusters Score -5899431 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -5900707.000000 Penalty: 1055.269287
	Iteration 2Q: 3 clusters Score -5900707 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -5902709.500000 Penalty: 1055.269287
	Iteration 3Q: 3 clusters Score -5902710 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -5905891.500000 Penalty: 1055.269287
	Iteration 4F: 3 clusters Score -5905892 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -5910912.000000 Penalty: 1055.269287
	Iteration 5F: 3 clusters Score -5910912 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -5917249.500000 Penalty: 1055.269287
	Iteration 6F: 3 clusters Score -5917250 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -5921795.500000 Penalty: 1055.269287
	Iteration 7F: 3 clusters Score -5921796 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 71934 members 
Entering Unmasked Estep 
Score: -5923423.500000 Penalty: 1055.269287
	Iteration 8Q: 3 clusters Score -5923424 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -5924162.000000 Penalty: 1055.269287
	Iteration 9Q: 3 clusters Score -5924162 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -5924748.500000 Penalty: 1055.269287
	Iteration 10Q: 3 clusters Score -5924748 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -5925379.000000 Penalty: 1055.269287
	Iteration 11Q: 3 clusters Score -5925379 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -5925993.000000 Penalty: 1055.269287
	Iteration 12Q: 3 clusters Score -5925993 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 81580 members 
Entering Unmasked Estep 
Score: -5926579.500000 Penalty: 1055.269287
	Iteration 13Q: 3 clusters Score -5926580 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 83264 members 
Entering Unmasked Estep 
Score: -5927073.000000 Penalty: 1055.269287
	Iteration 14Q: 3 clusters Score -5927073 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -5927588.500000 Penalty: 1055.269287
	Iteration 15Q: 3 clusters Score -5927588 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -5928179.500000 Penalty: 1055.269287
	Iteration 16Q: 3 clusters Score -5928180 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -5928722.000000 Penalty: 1055.269287
	Iteration 17Q: 3 clusters Score -5928722 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 89351 members 
Entering Unmasked Estep 
Score: -5929303.000000 Penalty: 1055.269287
	Iteration 18Q: 3 clusters Score -5929303 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -5929851.000000 Penalty: 1055.269287
	Iteration 19Q: 3 clusters Score -5929851 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -5930292.500000 Penalty: 1055.269287
	Iteration 20F: 3 clusters Score -5930292 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 93186 members 
Entering Unmasked Estep 
Score: -5930736.500000 Penalty: 1055.269287
	Iteration 21Q: 3 clusters Score -5930736 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 94230 members 
Entering Unmasked Estep 
Score: -5931126.000000 Penalty: 1055.269287
	Iteration 22Q: 3 clusters Score -5931126 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 95155 members 
Entering Unmasked Estep 
Score: -5931466.000000 Penalty: 1055.269287
	Iteration 23Q: 3 clusters Score -5931466 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 95974 members 
Entering Unmasked Estep 
Score: -5931796.000000 Penalty: 1055.269287
	Iteration 24Q: 3 clusters Score -5931796 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 96716 members 
Entering Unmasked Estep 
Score: -5932093.000000 Penalty: 1055.269287
	Iteration 25Q: 3 clusters Score -5932093 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -5932306.500000 Penalty: 1055.269287
	Iteration 26Q: 3 clusters Score -5932306 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 98051 members 
Entering Unmasked Estep 
Score: -5932540.500000 Penalty: 1055.269287
	Iteration 27Q: 3 clusters Score -5932540 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 98656 members 
Entering Unmasked Estep 
Score: -5932736.000000 Penalty: 1055.269287
	Iteration 28Q: 3 clusters Score -5932736 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -5932956.000000 Penalty: 1055.269287
	Iteration 29Q: 3 clusters Score -5932956 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 99793 members 
Entering Unmasked Estep 
Score: -5933184.500000 Penalty: 1055.269287
	Iteration 30Q: 3 clusters Score -5933184 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -5933415.500000 Penalty: 1055.269287
	Iteration 31Q: 3 clusters Score -5933416 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -5933608.000000 Penalty: 1055.269287
	Iteration 32Q: 3 clusters Score -5933608 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -5933778.500000 Penalty: 1055.269287
	Iteration 33Q: 3 clusters Score -5933778 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -5933900.500000 Penalty: 1055.269287
	Iteration 34Q: 3 clusters Score -5933900 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -5934104.500000 Penalty: 1055.269287
	Iteration 35Q: 3 clusters Score -5934104 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -5934225.000000 Penalty: 1055.269287
	Iteration 36Q: 3 clusters Score -5934225 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -5934379.500000 Penalty: 1055.269287
	Iteration 37Q: 3 clusters Score -5934380 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 103262 members 
Entering Unmasked Estep 
Score: -5934562.000000 Penalty: 1055.269287
	Iteration 38Q: 3 clusters Score -5934562 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -5934743.000000 Penalty: 1055.269287
	Iteration 39Q: 3 clusters Score -5934743 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 103946 members 
Entering Unmasked Estep 
Score: -5934900.000000 Penalty: 1055.269287
	Iteration 40F: 3 clusters Score -5934900 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 104237 members 
Entering Unmasked Estep 
Score: -5935022.500000 Penalty: 1055.269287
	Iteration 41Q: 3 clusters Score -5935022 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 104491 members 
Entering Unmasked Estep 
Score: -5935144.000000 Penalty: 1055.269287
	Iteration 42Q: 3 clusters Score -5935144 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 104715 members 
Entering Unmasked Estep 
Score: -5935268.000000 Penalty: 1055.269287
	Iteration 43Q: 3 clusters Score -5935268 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 104902 members 
Entering Unmasked Estep 
Score: -5935339.000000 Penalty: 1055.269287
	Iteration 44Q: 3 clusters Score -5935339 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -5935415.000000 Penalty: 1055.269287
	Iteration 45Q: 3 clusters Score -5935415 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 105275 members 
Entering Unmasked Estep 
Score: -5935481.000000 Penalty: 1055.269287
	Iteration 46Q: 3 clusters Score -5935481 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 105424 members 
Entering Unmasked Estep 
Score: -5935536.500000 Penalty: 1055.269287
	Iteration 47Q: 3 clusters Score -5935536 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 105573 members 
Entering Unmasked Estep 
Score: -5935613.500000 Penalty: 1055.269287
	Iteration 48Q: 3 clusters Score -5935614 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 105712 members 
Entering Unmasked Estep 
Score: -5935686.000000 Penalty: 1055.269287
	Iteration 49Q: 3 clusters Score -5935686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 105839 members 
Entering Unmasked Estep 
Score: -5935752.000000 Penalty: 1055.269287
	Iteration 50Q: 3 clusters Score -5935752 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 105975 members 
Entering Unmasked Estep 
Score: -5935815.500000 Penalty: 1055.269287
	Iteration 51Q: 3 clusters Score -5935816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 106099 members 
Entering Unmasked Estep 
Score: -5935873.000000 Penalty: 1055.269287
	Iteration 52Q: 3 clusters Score -5935873 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 106222 members 
Entering Unmasked Estep 
Score: -5935933.500000 Penalty: 1055.269287
	Iteration 53Q: 3 clusters Score -5935934 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 106343 members 
Entering Unmasked Estep 
Score: -5935972.000000 Penalty: 1055.269287
	Iteration 54Q: 3 clusters Score -5935972 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 106463 members 
Entering Unmasked Estep 
Score: -5936014.000000 Penalty: 1055.269287
	Iteration 55Q: 3 clusters Score -5936014 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -5936074.500000 Penalty: 1055.269287
	Iteration 56Q: 3 clusters Score -5936074 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 106706 members 
Entering Unmasked Estep 
Score: -5936131.000000 Penalty: 1055.269287
	Iteration 57Q: 3 clusters Score -5936131 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 106808 members 
Entering Unmasked Estep 
Score: -5936145.000000 Penalty: 1055.269287
	Iteration 58Q: 3 clusters Score -5936145 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 106911 members 
Entering Unmasked Estep 
Score: -5936187.000000 Penalty: 1055.269287
	Iteration 59Q: 3 clusters Score -5936187 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 107006 members 
Entering Unmasked Estep 
Score: -5936224.500000 Penalty: 1055.269287
	Iteration 60F: 3 clusters Score -5936224 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 107102 members 
Entering Unmasked Estep 
Score: -5936273.000000 Penalty: 1055.269287
	Iteration 61Q: 3 clusters Score -5936273 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 107190 members 
Entering Unmasked Estep 
Score: -5936348.000000 Penalty: 1055.269287
	Iteration 62Q: 3 clusters Score -5936348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 107272 members 
Entering Unmasked Estep 
Score: -5936398.000000 Penalty: 1055.269287
	Iteration 63Q: 3 clusters Score -5936398 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -5936426.000000 Penalty: 1055.269287
	Iteration 64Q: 3 clusters Score -5936426 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 107452 members 
Entering Unmasked Estep 
Score: -5936483.000000 Penalty: 1055.269287
	Iteration 65Q: 3 clusters Score -5936483 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 107547 members 
Entering Unmasked Estep 
Score: -5936530.500000 Penalty: 1055.269287
	Iteration 66Q: 3 clusters Score -5936530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 107631 members 
Entering Unmasked Estep 
Score: -5936583.000000 Penalty: 1055.269287
	Iteration 67Q: 3 clusters Score -5936583 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -5936647.000000 Penalty: 1055.269287
	Iteration 68Q: 3 clusters Score -5936647 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 107788 members 
Entering Unmasked Estep 
Score: -5936690.500000 Penalty: 1055.269287
	Iteration 69Q: 3 clusters Score -5936690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 107859 members 
Entering Unmasked Estep 
Score: -5936737.000000 Penalty: 1055.269287
	Iteration 70Q: 3 clusters Score -5936737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 107912 members 
Entering Unmasked Estep 
Score: -5936767.500000 Penalty: 1055.269287
	Iteration 71Q: 3 clusters Score -5936768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 107960 members 
Entering Unmasked Estep 
Score: -5936790.000000 Penalty: 1055.269287
	Iteration 72Q: 3 clusters Score -5936790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -5936812.000000 Penalty: 1055.269287
	Iteration 73Q: 3 clusters Score -5936812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 108011 members 
Entering Unmasked Estep 
Score: -5936814.000000 Penalty: 1055.269287
	Iteration 74Q: 3 clusters Score -5936814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 108041 members 
Entering Unmasked Estep 
Score: -5936815.500000 Penalty: 1055.269287
	Iteration 75Q: 3 clusters Score -5936816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 108073 members 
Entering Unmasked Estep 
Score: -5936836.000000 Penalty: 1055.269287
	Iteration 76Q: 3 clusters Score -5936836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 108100 members 
Entering Unmasked Estep 
Score: -5936863.000000 Penalty: 1055.269287
	Iteration 77Q: 3 clusters Score -5936863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -5936881.500000 Penalty: 1055.269287
	Iteration 78Q: 3 clusters Score -5936882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 108147 members 
Entering Unmasked Estep 
Score: -5936894.500000 Penalty: 1055.269287
	Iteration 79Q: 3 clusters Score -5936894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 108167 members 
Entering Unmasked Estep 
Score: -5936908.000000 Penalty: 1055.269287
	Iteration 80F: 3 clusters Score -5936908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 108182 members 
Entering Unmasked Estep 
Score: -5936921.000000 Penalty: 1055.269287
	Iteration 81Q: 3 clusters Score -5936921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 108195 members 
Entering Unmasked Estep 
Score: -5936926.000000 Penalty: 1055.269287
	Iteration 82Q: 3 clusters Score -5936926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 108210 members 
Entering Unmasked Estep 
Score: -5936929.500000 Penalty: 1055.269287
	Iteration 83Q: 3 clusters Score -5936930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 108226 members 
Entering Unmasked Estep 
Score: -5936936.000000 Penalty: 1055.269287
	Iteration 84Q: 3 clusters Score -5936936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -5936938.500000 Penalty: 1055.269287
	Iteration 85Q: 3 clusters Score -5936938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 108243 members 
Entering Unmasked Estep 
Score: -5936942.000000 Penalty: 1055.269287
	Iteration 86Q: 3 clusters Score -5936942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 108250 members 
Entering Unmasked Estep 
Score: -5936942.000000 Penalty: 1055.269287
	Iteration 87Q: 3 clusters Score -5936942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 108253 members 
Entering Unmasked Estep 
Score: -5936943.000000 Penalty: 1055.269287
	Iteration 88Q: 3 clusters Score -5936943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -5936958.000000 Penalty: 1055.269287
	Iteration 89Q: 3 clusters Score -5936958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -5936950.000000 Penalty: 1055.269287
	Iteration 90Q: 3 clusters Score -5936950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -5936959.000000 Penalty: 1055.269287
	Iteration 91Q: 3 clusters Score -5936959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 108269 members 
Entering Unmasked Estep 
Score: -5936962.000000 Penalty: 1055.269287
	Iteration 92Q: 3 clusters Score -5936962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -5936959.000000 Penalty: 1055.269287
	Iteration 93Q: 3 clusters Score -5936959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 108273 members 
Entering Unmasked Estep 
Score: -5936959.000000 Penalty: 1055.269287
	Iteration 94Q: 3 clusters Score -5936959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -5936960.500000 Penalty: 1055.269287
	Iteration 95Q: 3 clusters Score -5936960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -5936960.500000 Penalty: 1055.269287
	Iteration 96F: 3 clusters Score -5936960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 86778 members 
Mstep: Class 3 contains 57920 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 40032 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 43970 members 
Mstep: Class 8 contains 82381 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 57895 members 
Mstep: Class 11 contains 17853 members 
Mstep: Class 12 contains 41302 members 
Mstep: Class 13 contains 5221 members 
Mstep: Class 14 contains 2235 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 19235 members 
Mstep: Class 19 contains 62660 members 
Mstep: Class 20 contains 67919 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 110819 members 
Mstep: Class 23 contains 78173 members 
Mstep: Class 24 contains 11097 members 
Mstep: Class 25 contains 2247 members 
Mstep: Class 26 contains 12737 members 
Mstep: Class 27 contains 159913 members 
Mstep: Class 28 contains 4099 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 85621 members 
Mstep: Class 31 contains 45342 members 
Mstep: Class 32 contains 19802 members 
Mstep: Class 33 contains 113650 members 
Mstep: Class 34 contains 666 members 
Mstep: Class 35 contains 2684 members 
Mstep: Class 36 contains 140578 members 
Mstep: Class 37 contains 15643 members 
Mstep: Class 38 contains 33414 members 
Mstep: Class 39 contains 70715 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12149 members 
Mstep: Class 42 contains 5256 members 
Mstep: Class 43 contains 108702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424056.000000 Penalty: 30063.429688
Iteration 199Q: 47 clusters Score -8.742406e+07 nChanged 15733
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 86884 members 
Mstep: Class 3 contains 57733 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 40317 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 45181 members 
Mstep: Class 8 contains 81970 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 57072 members 
Mstep: Class 11 contains 17410 members 
Mstep: Class 12 contains 41881 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 2226 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 1952 members 
Mstep: Class 18 contains 18689 members 
Mstep: Class 19 contains 63090 members 
Mstep: Class 20 contains 67742 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 111212 members 
Mstep: Class 23 contains 77828 members 
Mstep: Class 24 contains 11064 members 
Mstep: Class 25 contains 2256 members 
Mstep: Class 26 contains 12710 members 
Mstep: Class 27 contains 160047 members 
Mstep: Class 28 contains 4128 members 
Mstep: Class 29 contains 669 members 
Mstep: Class 30 contains 85895 members 
Mstep: Class 31 contains 45377 members 
Mstep: Class 32 contains 20016 members 
Mstep: Class 33 contains 113108 members 
Mstep: Class 34 contains 662 members 
Mstep: Class 35 contains 2674 members 
Mstep: Class 36 contains 140771 members 
Mstep: Class 37 contains 15742 members 
Mstep: Class 38 contains 33593 members 
Mstep: Class 39 contains 71073 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12169 members 
Mstep: Class 42 contains 5265 members 
Mstep: Class 43 contains 109449 members 
Mstep: Class 44 contains 88191 members 
Mstep: Class 45 contains 1586 members 
Mstep: Class 46 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425912.000000 Penalty: 30063.429688
Iteration 200F: 47 clusters Score -8.742591e+07 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 86897 members 
Mstep: Class 3 contains 57317 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 40599 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 7 contains 45552 members 
Mstep: Class 8 contains 81545 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 56328 members 
Mstep: Class 11 contains 17097 members 
Mstep: Class 12 contains 42436 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 2199 members 
Mstep: Class 15 contains 1344 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 1944 members 
Mstep: Class 18 contains 17670 members 
Mstep: Class 19 contains 63469 members 
Mstep: Class 20 contains 67506 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 111362 members 
Mstep: Class 23 contains 77436 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 2257 members 
Mstep: Class 26 contains 12697 members 
Mstep: Class 27 contains 160023 members 
Mstep: Class 28 contains 4171 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 85136 members 
Mstep: Class 31 contains 45345 members 
Mstep: Class 32 contains 20280 members 
Mstep: Class 33 contains 112568 members 
Mstep: Class 34 contains 652 members 
Mstep: Class 35 contains 2665 members 
Mstep: Class 36 contains 140753 members 
Mstep: Class 37 contains 15844 members 
Mstep: Class 38 contains 33737 members 
Mstep: Class 39 contains 71506 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12194 members 
Mstep: Class 42 contains 5276 members 
Mstep: Class 43 contains 110157 members 
Mstep: Class 44 contains 89466 members 
Mstep: Class 45 contains 1987 members 
Mstep: Class 46 contains 990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427584.000000 Penalty: 30063.429688
Iteration 201Q: 47 clusters Score -8.742758e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 86932 members 
Mstep: Class 3 contains 56703 members 
Mstep: Class 4 contains 1769 members 
Mstep: Class 5 contains 40883 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 46202 members 
Mstep: Class 8 contains 81183 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 55569 members 
Mstep: Class 11 contains 16775 members 
Mstep: Class 12 contains 42956 members 
Mstep: Class 13 contains 5224 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 16722 members 
Mstep: Class 19 contains 63856 members 
Mstep: Class 20 contains 67337 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 22 contains 111475 members 
Mstep: Class 23 contains 77057 members 
Mstep: Class 24 contains 10977 members 
Mstep: Class 25 contains 2263 members 
Mstep: Class 26 contains 12693 members 
Mstep: Class 27 contains 159973 members 
Mstep: Class 28 contains 4209 members 
Mstep: Class 29 contains 675 members 
Mstep: Class 30 contains 84297 members 
Mstep: Class 31 contains 45270 members 
Mstep: Class 32 contains 20515 members 
Mstep: Class 33 contains 112117 members 
Mstep: Class 34 contains 646 members 
Mstep: Class 35 contains 2654 members 
Mstep: Class 36 contains 140835 members 
Mstep: Class 37 contains 15966 members 
Mstep: Class 38 contains 33854 members 
Mstep: Class 39 contains 71920 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12220 members 
Mstep: Class 42 contains 5288 members 
Mstep: Class 43 contains 110933 members 
Mstep: Class 44 contains 90574 members 
Mstep: Class 45 contains 2235 members 
Mstep: Class 46 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428848.000000 Penalty: 30063.429688
Iteration 202Q: 47 clusters Score -8.742885e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 86955 members 
Mstep: Class 3 contains 55970 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 41143 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 46929 members 
Mstep: Class 8 contains 80869 members 
Mstep: Class 9 contains 2380 members 
Mstep: Class 10 contains 54792 members 
Mstep: Class 11 contains 16522 members 
Mstep: Class 12 contains 43466 members 
Mstep: Class 13 contains 5221 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 15798 members 
Mstep: Class 19 contains 64228 members 
Mstep: Class 20 contains 67178 members 
Mstep: Class 21 contains 1483 members 
Mstep: Class 22 contains 111554 members 
Mstep: Class 23 contains 76688 members 
Mstep: Class 24 contains 10932 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 12704 members 
Mstep: Class 27 contains 160016 members 
Mstep: Class 28 contains 4242 members 
Mstep: Class 29 contains 676 members 
Mstep: Class 30 contains 83478 members 
Mstep: Class 31 contains 45156 members 
Mstep: Class 32 contains 20729 members 
Mstep: Class 33 contains 111678 members 
Mstep: Class 34 contains 639 members 
Mstep: Class 35 contains 2647 members 
Mstep: Class 36 contains 140913 members 
Mstep: Class 37 contains 16098 members 
Mstep: Class 38 contains 33949 members 
Mstep: Class 39 contains 72202 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 12258 members 
Mstep: Class 42 contains 5304 members 
Mstep: Class 43 contains 111959 members 
Mstep: Class 44 contains 91483 members 
Mstep: Class 45 contains 2461 members 
Mstep: Class 46 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429880.000000 Penalty: 30063.429688
Iteration 203Q: 47 clusters Score -8.742988e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 86994 members 
Mstep: Class 3 contains 54999 members 
Mstep: Class 4 contains 1734 members 
Mstep: Class 5 contains 41358 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 47569 members 
Mstep: Class 8 contains 80571 members 
Mstep: Class 9 contains 2387 members 
Mstep: Class 10 contains 54100 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 43918 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 1453 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 14918 members 
Mstep: Class 19 contains 64655 members 
Mstep: Class 20 contains 66994 members 
Mstep: Class 21 contains 1483 members 
Mstep: Class 22 contains 111666 members 
Mstep: Class 23 contains 76336 members 
Mstep: Class 24 contains 10889 members 
Mstep: Class 25 contains 2267 members 
Mstep: Class 26 contains 12724 members 
Mstep: Class 27 contains 160076 members 
Mstep: Class 28 contains 4274 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 82596 members 
Mstep: Class 31 contains 45017 members 
Mstep: Class 32 contains 20990 members 
Mstep: Class 33 contains 111292 members 
Mstep: Class 34 contains 627 members 
Mstep: Class 35 contains 2645 members 
Mstep: Class 36 contains 140982 members 
Mstep: Class 37 contains 16237 members 
Mstep: Class 38 contains 34007 members 
Mstep: Class 39 contains 72622 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12312 members 
Mstep: Class 42 contains 5312 members 
Mstep: Class 43 contains 112916 members 
Mstep: Class 44 contains 92481 members 
Mstep: Class 45 contains 2689 members 
Mstep: Class 46 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430976.000000 Penalty: 30063.429688
Iteration 204Q: 47 clusters Score -8.743098e+07 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 87001 members 
Mstep: Class 3 contains 54013 members 
Mstep: Class 4 contains 1727 members 
Mstep: Class 5 contains 41509 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 48433 members 
Mstep: Class 8 contains 80266 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 53408 members 
Mstep: Class 11 contains 15983 members 
Mstep: Class 12 contains 44351 members 
Mstep: Class 13 contains 5190 members 
Mstep: Class 14 contains 2119 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 14110 members 
Mstep: Class 19 contains 65031 members 
Mstep: Class 20 contains 66848 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 111710 members 
Mstep: Class 23 contains 76059 members 
Mstep: Class 24 contains 10858 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 12753 members 
Mstep: Class 27 contains 160205 members 
Mstep: Class 28 contains 4305 members 
Mstep: Class 29 contains 677 members 
Mstep: Class 30 contains 81615 members 
Mstep: Class 31 contains 44849 members 
Mstep: Class 32 contains 21168 members 
Mstep: Class 33 contains 110926 members 
Mstep: Class 34 contains 619 members 
Mstep: Class 35 contains 2642 members 
Mstep: Class 36 contains 141079 members 
Mstep: Class 37 contains 16356 members 
Mstep: Class 38 contains 34069 members 
Mstep: Class 39 contains 72873 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12361 members 
Mstep: Class 42 contains 5319 members 
Mstep: Class 43 contains 114093 members 
Mstep: Class 44 contains 93393 members 
Mstep: Class 45 contains 2928 members 
Mstep: Class 46 contains 1364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87432544.000000 Penalty: 30063.429688
Iteration 205Q: 47 clusters Score -8.743254e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 87003 members 
Mstep: Class 3 contains 52961 members 
Mstep: Class 4 contains 1732 members 
Mstep: Class 5 contains 41655 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 49272 members 
Mstep: Class 8 contains 79958 members 
Mstep: Class 9 contains 2410 members 
Mstep: Class 10 contains 52741 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 44778 members 
Mstep: Class 13 contains 5175 members 
Mstep: Class 14 contains 2111 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 13378 members 
Mstep: Class 19 contains 65392 members 
Mstep: Class 20 contains 66636 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 111720 members 
Mstep: Class 23 contains 75791 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 12802 members 
Mstep: Class 27 contains 160319 members 
Mstep: Class 28 contains 4335 members 
Mstep: Class 29 contains 677 members 
Mstep: Class 30 contains 80631 members 
Mstep: Class 31 contains 44705 members 
Mstep: Class 32 contains 21472 members 
Mstep: Class 33 contains 110553 members 
Mstep: Class 34 contains 614 members 
Mstep: Class 35 contains 2641 members 
Mstep: Class 36 contains 141189 members 
Mstep: Class 37 contains 16479 members 
Mstep: Class 38 contains 34132 members 
Mstep: Class 39 contains 73279 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12406 members 
Mstep: Class 42 contains 5321 members 
Mstep: Class 43 contains 115149 members 
Mstep: Class 44 contains 94224 members 
Mstep: Class 45 contains 3121 members 
Mstep: Class 46 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87432912.000000 Penalty: 30063.429688
Iteration 206Q: 47 clusters Score -8.743291e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 87004 members 
Mstep: Class 3 contains 51890 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 41783 members 
Mstep: Class 6 contains 2144 members 
Mstep: Class 7 contains 50109 members 
Mstep: Class 8 contains 79674 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 52073 members 
Mstep: Class 11 contains 15432 members 
Mstep: Class 12 contains 45152 members 
Mstep: Class 13 contains 5161 members 
Mstep: Class 14 contains 2102 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 1899 members 
Mstep: Class 18 contains 12648 members 
Mstep: Class 19 contains 65755 members 
Mstep: Class 20 contains 66455 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 111673 members 
Mstep: Class 23 contains 75512 members 
Mstep: Class 24 contains 10783 members 
Mstep: Class 25 contains 2301 members 
Mstep: Class 26 contains 12837 members 
Mstep: Class 27 contains 160429 members 
Mstep: Class 28 contains 4378 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 79622 members 
Mstep: Class 31 contains 44543 members 
Mstep: Class 32 contains 21728 members 
Mstep: Class 33 contains 110187 members 
Mstep: Class 34 contains 606 members 
Mstep: Class 35 contains 2642 members 
Mstep: Class 36 contains 141327 members 
Mstep: Class 37 contains 16620 members 
Mstep: Class 38 contains 34191 members 
Mstep: Class 39 contains 73483 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12457 members 
Mstep: Class 42 contains 5324 members 
Mstep: Class 43 contains 116410 members 
Mstep: Class 44 contains 95216 members 
Mstep: Class 45 contains 3281 members 
Mstep: Class 46 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433592.000000 Penalty: 30063.429688
Iteration 207Q: 47 clusters Score -8.743359e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 86988 members 
Mstep: Class 3 contains 50700 members 
Mstep: Class 4 contains 1705 members 
Mstep: Class 5 contains 41894 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 51092 members 
Mstep: Class 8 contains 79448 members 
Mstep: Class 9 contains 2426 members 
Mstep: Class 10 contains 51330 members 
Mstep: Class 11 contains 15152 members 
Mstep: Class 12 contains 45527 members 
Mstep: Class 13 contains 5152 members 
Mstep: Class 14 contains 2095 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 1898 members 
Mstep: Class 18 contains 11982 members 
Mstep: Class 19 contains 66129 members 
Mstep: Class 20 contains 66253 members 
Mstep: Class 21 contains 1489 members 
Mstep: Class 22 contains 111605 members 
Mstep: Class 23 contains 75248 members 
Mstep: Class 24 contains 10751 members 
Mstep: Class 25 contains 2327 members 
Mstep: Class 26 contains 12861 members 
Mstep: Class 27 contains 160551 members 
Mstep: Class 28 contains 4424 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 78641 members 
Mstep: Class 31 contains 44406 members 
Mstep: Class 32 contains 22037 members 
Mstep: Class 33 contains 109777 members 
Mstep: Class 34 contains 598 members 
Mstep: Class 35 contains 2640 members 
Mstep: Class 36 contains 141454 members 
Mstep: Class 37 contains 16737 members 
Mstep: Class 38 contains 34232 members 
Mstep: Class 39 contains 73509 members 
Mstep: Class 40 contains 170 members 
Mstep: Class 41 contains 12517 members 
Mstep: Class 42 contains 5331 members 
Mstep: Class 43 contains 117804 members 
Mstep: Class 44 contains 96243 members 
Mstep: Class 45 contains 3417 members 
Mstep: Class 46 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434576.000000 Penalty: 30063.429688
Iteration 208Q: 47 clusters Score -8.743458e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 86940 members 
Mstep: Class 3 contains 49449 members 
Mstep: Class 4 contains 1680 members 
Mstep: Class 5 contains 41981 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 7 contains 52174 members 
Mstep: Class 8 contains 79222 members 
Mstep: Class 9 contains 2437 members 
Mstep: Class 10 contains 50616 members 
Mstep: Class 11 contains 14860 members 
Mstep: Class 12 contains 45891 members 
Mstep: Class 13 contains 5140 members 
Mstep: Class 14 contains 2089 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 1465 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 11357 members 
Mstep: Class 19 contains 66588 members 
Mstep: Class 20 contains 66029 members 
Mstep: Class 21 contains 1491 members 
Mstep: Class 22 contains 111559 members 
Mstep: Class 23 contains 74996 members 
Mstep: Class 24 contains 10707 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 12899 members 
Mstep: Class 27 contains 160648 members 
Mstep: Class 28 contains 4478 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 77682 members 
Mstep: Class 31 contains 44272 members 
Mstep: Class 32 contains 22379 members 
Mstep: Class 33 contains 109370 members 
Mstep: Class 34 contains 591 members 
Mstep: Class 35 contains 2641 members 
Mstep: Class 36 contains 141511 members 
Mstep: Class 37 contains 16851 members 
Mstep: Class 38 contains 34267 members 
Mstep: Class 39 contains 73379 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 12570 members 
Mstep: Class 42 contains 5331 members 
Mstep: Class 43 contains 119151 members 
Mstep: Class 44 contains 97383 members 
Mstep: Class 45 contains 3539 members 
Mstep: Class 46 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434976.000000 Penalty: 30063.429688
Iteration 209Q: 47 clusters Score -8.743498e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 86911 members 
Mstep: Class 3 contains 48063 members 
Mstep: Class 4 contains 1664 members 
Mstep: Class 5 contains 42014 members 
Mstep: Class 6 contains 2107 members 
Mstep: Class 7 contains 53340 members 
Mstep: Class 8 contains 79031 members 
Mstep: Class 9 contains 2454 members 
Mstep: Class 10 contains 49891 members 
Mstep: Class 11 contains 14608 members 
Mstep: Class 12 contains 46219 members 
Mstep: Class 13 contains 5126 members 
Mstep: Class 14 contains 2083 members 
Mstep: Class 15 contains 1334 members 
Mstep: Class 16 contains 1471 members 
Mstep: Class 17 contains 1891 members 
Mstep: Class 18 contains 10770 members 
Mstep: Class 19 contains 67066 members 
Mstep: Class 20 contains 65797 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 22 contains 111506 members 
Mstep: Class 23 contains 74767 members 
Mstep: Class 24 contains 10669 members 
Mstep: Class 25 contains 2365 members 
Mstep: Class 26 contains 12943 members 
Mstep: Class 27 contains 160728 members 
Mstep: Class 28 contains 4515 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 76837 members 
Mstep: Class 31 contains 44171 members 
Mstep: Class 32 contains 22746 members 
Mstep: Class 33 contains 108951 members 
Mstep: Class 34 contains 579 members 
Mstep: Class 35 contains 2638 members 
Mstep: Class 36 contains 141554 members 
Mstep: Class 37 contains 16929 members 
Mstep: Class 38 contains 34306 members 
Mstep: Class 39 contains 73334 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 12615 members 
Mstep: Class 42 contains 5330 members 
Mstep: Class 43 contains 120377 members 
Mstep: Class 44 contains 98482 members 
Mstep: Class 45 contains 3638 members 
Mstep: Class 46 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87435312.000000 Penalty: 30063.429688
Iteration 210Q: 47 clusters Score -8.743531e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 86878 members 
Mstep: Class 3 contains 46687 members 
Mstep: Class 4 contains 1640 members 
Mstep: Class 5 contains 42010 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 7 contains 54704 members 
Mstep: Class 8 contains 78888 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 49170 members 
Mstep: Class 11 contains 14377 members 
Mstep: Class 12 contains 46543 members 
Mstep: Class 13 contains 5111 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 1476 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 10198 members 
Mstep: Class 19 contains 67507 members 
Mstep: Class 20 contains 65574 members 
Mstep: Class 21 contains 1500 members 
Mstep: Class 22 contains 111476 members 
Mstep: Class 23 contains 74559 members 
Mstep: Class 24 contains 10630 members 
Mstep: Class 25 contains 2387 members 
Mstep: Class 26 contains 12981 members 
Mstep: Class 27 contains 160847 members 
Mstep: Class 28 contains 4551 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 76004 members 
Mstep: Class 31 contains 44067 members 
Mstep: Class 32 contains 23103 members 
Mstep: Class 33 contains 108478 members 
Mstep: Class 34 contains 574 members 
Mstep: Class 35 contains 2631 members 
Mstep: Class 36 contains 141655 members 
Mstep: Class 37 contains 16989 members 
Mstep: Class 38 contains 34342 members 
Mstep: Class 39 contains 73226 members 
Mstep: Class 40 contains 168 members 
Mstep: Class 41 contains 12655 members 
Mstep: Class 42 contains 5331 members 
Mstep: Class 43 contains 121595 members 
Mstep: Class 44 contains 99367 members 
Mstep: Class 45 contains 3734 members 
Mstep: Class 46 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87436280.000000 Penalty: 30063.429688
Iteration 211Q: 47 clusters Score -8.743628e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 86843 members 
Mstep: Class 3 contains 45410 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 42007 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 56251 members 
Mstep: Class 8 contains 78698 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 48527 members 
Mstep: Class 11 contains 14157 members 
Mstep: Class 12 contains 46880 members 
Mstep: Class 13 contains 5100 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 1870 members 
Mstep: Class 18 contains 9647 members 
Mstep: Class 19 contains 68005 members 
Mstep: Class 20 contains 65348 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 111419 members 
Mstep: Class 23 contains 74400 members 
Mstep: Class 24 contains 10581 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 13022 members 
Mstep: Class 27 contains 160919 members 
Mstep: Class 28 contains 4581 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 75143 members 
Mstep: Class 31 contains 43967 members 
Mstep: Class 32 contains 23490 members 
Mstep: Class 33 contains 107983 members 
Mstep: Class 34 contains 569 members 
Mstep: Class 35 contains 2622 members 
Mstep: Class 36 contains 141744 members 
Mstep: Class 37 contains 17061 members 
Mstep: Class 38 contains 34378 members 
Mstep: Class 39 contains 72846 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 12699 members 
Mstep: Class 42 contains 5326 members 
Mstep: Class 43 contains 122883 members 
Mstep: Class 44 contains 100128 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87437360.000000 Penalty: 30063.429688
Iteration 212Q: 47 clusters Score -8.743736e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 86797 members 
Mstep: Class 3 contains 44034 members 
Mstep: Class 4 contains 1603 members 
Mstep: Class 5 contains 41975 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 57950 members 
Mstep: Class 8 contains 78573 members 
Mstep: Class 9 contains 2491 members 
Mstep: Class 10 contains 47833 members 
Mstep: Class 11 contains 13932 members 
Mstep: Class 12 contains 47192 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 2028 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 1856 members 
Mstep: Class 18 contains 9114 members 
Mstep: Class 19 contains 68480 members 
Mstep: Class 20 contains 65140 members 
Mstep: Class 21 contains 1522 members 
Mstep: Class 22 contains 111351 members 
Mstep: Class 23 contains 74270 members 
Mstep: Class 24 contains 10531 members 
Mstep: Class 25 contains 2417 members 
Mstep: Class 26 contains 13063 members 
Mstep: Class 27 contains 160975 members 
Mstep: Class 28 contains 4607 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 74344 members 
Mstep: Class 31 contains 43862 members 
Mstep: Class 32 contains 23882 members 
Mstep: Class 33 contains 107467 members 
Mstep: Class 34 contains 562 members 
Mstep: Class 35 contains 2618 members 
Mstep: Class 36 contains 141827 members 
Mstep: Class 37 contains 17148 members 
Mstep: Class 38 contains 34435 members 
Mstep: Class 39 contains 72520 members 
Mstep: Class 40 contains 168 members 
Mstep: Class 41 contains 12737 members 
Mstep: Class 42 contains 5331 members 
Mstep: Class 43 contains 124058 members 
Mstep: Class 44 contains 100871 members 
Mstep: Class 45 contains 3916 members 
Mstep: Class 46 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87437152.000000 Penalty: 30063.429688
Iteration 213Q: 47 clusters Score -8.743715e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 86783 members 
Mstep: Class 3 contains 42648 members 
Mstep: Class 4 contains 1590 members 
Mstep: Class 5 contains 41953 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 7 contains 59665 members 
Mstep: Class 8 contains 78413 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 47184 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 47518 members 
Mstep: Class 13 contains 5073 members 
Mstep: Class 14 contains 2006 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 1500 members 
Mstep: Class 17 contains 1850 members 
Mstep: Class 18 contains 8582 members 
Mstep: Class 19 contains 68950 members 
Mstep: Class 20 contains 64946 members 
Mstep: Class 21 contains 1534 members 
Mstep: Class 22 contains 111282 members 
Mstep: Class 23 contains 74172 members 
Mstep: Class 24 contains 10492 members 
Mstep: Class 25 contains 2434 members 
Mstep: Class 26 contains 13109 members 
Mstep: Class 27 contains 161023 members 
Mstep: Class 28 contains 4635 members 
Mstep: Class 29 contains 674 members 
Mstep: Class 30 contains 73539 members 
Mstep: Class 31 contains 43747 members 
Mstep: Class 32 contains 24232 members 
Mstep: Class 33 contains 106963 members 
Mstep: Class 34 contains 556 members 
Mstep: Class 35 contains 2609 members 
Mstep: Class 36 contains 141906 members 
Mstep: Class 37 contains 17225 members 
Mstep: Class 38 contains 34486 members 
Mstep: Class 39 contains 72225 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 12768 members 
Mstep: Class 42 contains 5326 members 
Mstep: Class 43 contains 125066 members 
Mstep: Class 44 contains 101693 members 
Mstep: Class 45 contains 4002 members 
Mstep: Class 46 contains 1839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87437840.000000 Penalty: 30063.429688
Iteration 214Q: 47 clusters Score -8.743784e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 86788 members 
Mstep: Class 3 contains 41224 members 
Mstep: Class 4 contains 1560 members 
Mstep: Class 5 contains 41898 members 
Mstep: Class 6 contains 2071 members 
Mstep: Class 7 contains 61443 members 
Mstep: Class 8 contains 78281 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 46645 members 
Mstep: Class 11 contains 13442 members 
Mstep: Class 12 contains 47847 members 
Mstep: Class 13 contains 5058 members 
Mstep: Class 14 contains 1984 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 1835 members 
Mstep: Class 18 contains 8093 members 
Mstep: Class 19 contains 69401 members 
Mstep: Class 20 contains 64740 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 111274 members 
Mstep: Class 23 contains 74076 members 
Mstep: Class 24 contains 10458 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 13152 members 
Mstep: Class 27 contains 161026 members 
Mstep: Class 28 contains 4663 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 72701 members 
Mstep: Class 31 contains 43632 members 
Mstep: Class 32 contains 24610 members 
Mstep: Class 33 contains 106465 members 
Mstep: Class 34 contains 550 members 
Mstep: Class 35 contains 2598 members 
Mstep: Class 36 contains 141959 members 
Mstep: Class 37 contains 17290 members 
Mstep: Class 38 contains 34553 members 
Mstep: Class 39 contains 71885 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 12801 members 
Mstep: Class 42 contains 5330 members 
Mstep: Class 43 contains 126053 members 
Mstep: Class 44 contains 102500 members 
Mstep: Class 45 contains 4072 members 
Mstep: Class 46 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87437712.000000 Penalty: 30063.429688
Iteration 215Q: 47 clusters Score -8.743771e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 86782 members 
Mstep: Class 3 contains 39711 members 
Mstep: Class 4 contains 1539 members 
Mstep: Class 5 contains 41820 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 63369 members 
Mstep: Class 8 contains 78181 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 46054 members 
Mstep: Class 11 contains 13176 members 
Mstep: Class 12 contains 48180 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 1976 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 1514 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 7635 members 
Mstep: Class 19 contains 69767 members 
Mstep: Class 20 contains 64549 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 111293 members 
Mstep: Class 23 contains 73991 members 
Mstep: Class 24 contains 10428 members 
Mstep: Class 25 contains 2449 members 
Mstep: Class 26 contains 13195 members 
Mstep: Class 27 contains 161071 members 
Mstep: Class 28 contains 4685 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 71767 members 
Mstep: Class 31 contains 43529 members 
Mstep: Class 32 contains 24958 members 
Mstep: Class 33 contains 105938 members 
Mstep: Class 34 contains 542 members 
Mstep: Class 35 contains 2589 members 
Mstep: Class 36 contains 142027 members 
Mstep: Class 37 contains 17347 members 
Mstep: Class 38 contains 34640 members 
Mstep: Class 39 contains 71593 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 12843 members 
Mstep: Class 42 contains 5334 members 
Mstep: Class 43 contains 126963 members 
Mstep: Class 44 contains 103379 members 
Mstep: Class 45 contains 4135 members 
Mstep: Class 46 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87438624.000000 Penalty: 30063.429688
Iteration 216Q: 47 clusters Score -8.743862e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 86768 members 
Mstep: Class 3 contains 38270 members 
Mstep: Class 4 contains 1525 members 
Mstep: Class 5 contains 41737 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 65424 members 
Mstep: Class 8 contains 78090 members 
Mstep: Class 9 contains 2528 members 
Mstep: Class 10 contains 45451 members 
Mstep: Class 11 contains 12942 members 
Mstep: Class 12 contains 48479 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 1965 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 1517 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 7205 members 
Mstep: Class 19 contains 70143 members 
Mstep: Class 20 contains 64385 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 111313 members 
Mstep: Class 23 contains 73888 members 
Mstep: Class 24 contains 10392 members 
Mstep: Class 25 contains 2461 members 
Mstep: Class 26 contains 13238 members 
Mstep: Class 27 contains 161098 members 
Mstep: Class 28 contains 4699 members 
Mstep: Class 29 contains 666 members 
Mstep: Class 30 contains 70673 members 
Mstep: Class 31 contains 43437 members 
Mstep: Class 32 contains 25261 members 
Mstep: Class 33 contains 105480 members 
Mstep: Class 34 contains 537 members 
Mstep: Class 35 contains 2580 members 
Mstep: Class 36 contains 142077 members 
Mstep: Class 37 contains 17406 members 
Mstep: Class 38 contains 34727 members 
Mstep: Class 39 contains 71356 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 12879 members 
Mstep: Class 42 contains 5349 members 
Mstep: Class 43 contains 127776 members 
Mstep: Class 44 contains 104224 members 
Mstep: Class 45 contains 4198 members 
Mstep: Class 46 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87438864.000000 Penalty: 30063.429688
Iteration 217Q: 47 clusters Score -8.743886e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 86765 members 
Mstep: Class 3 contains 36966 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 41632 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 67508 members 
Mstep: Class 8 contains 78001 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 44919 members 
Mstep: Class 11 contains 12721 members 
Mstep: Class 12 contains 48748 members 
Mstep: Class 13 contains 5001 members 
Mstep: Class 14 contains 1955 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 1521 members 
Mstep: Class 17 contains 1813 members 
Mstep: Class 18 contains 6816 members 
Mstep: Class 19 contains 70526 members 
Mstep: Class 20 contains 64174 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 111335 members 
Mstep: Class 23 contains 73788 members 
Mstep: Class 24 contains 10374 members 
Mstep: Class 25 contains 2466 members 
Mstep: Class 26 contains 13278 members 
Mstep: Class 27 contains 161104 members 
Mstep: Class 28 contains 4715 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 69589 members 
Mstep: Class 31 contains 43343 members 
Mstep: Class 32 contains 25589 members 
Mstep: Class 33 contains 105079 members 
Mstep: Class 34 contains 537 members 
Mstep: Class 35 contains 2570 members 
Mstep: Class 36 contains 142103 members 
Mstep: Class 37 contains 17465 members 
Mstep: Class 38 contains 34832 members 
Mstep: Class 39 contains 71006 members 
Mstep: Class 40 contains 169 members 
Mstep: Class 41 contains 12899 members 
Mstep: Class 42 contains 5369 members 
Mstep: Class 43 contains 128521 members 
Mstep: Class 44 contains 104980 members 
Mstep: Class 45 contains 4237 members 
Mstep: Class 46 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87439120.000000 Penalty: 30063.429688
Iteration 218Q: 47 clusters Score -8.743912e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 86754 members 
Mstep: Class 3 contains 35711 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 41477 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 69749 members 
Mstep: Class 8 contains 77913 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 44430 members 
Mstep: Class 11 contains 12447 members 
Mstep: Class 12 contains 48998 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 1939 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 6435 members 
Mstep: Class 19 contains 70871 members 
Mstep: Class 20 contains 63952 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 111454 members 
Mstep: Class 23 contains 73730 members 
Mstep: Class 24 contains 10354 members 
Mstep: Class 25 contains 2476 members 
Mstep: Class 26 contains 13308 members 
Mstep: Class 27 contains 161112 members 
Mstep: Class 28 contains 4736 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 68388 members 
Mstep: Class 31 contains 43265 members 
Mstep: Class 32 contains 25968 members 
Mstep: Class 33 contains 104709 members 
Mstep: Class 34 contains 535 members 
Mstep: Class 35 contains 2560 members 
Mstep: Class 36 contains 142138 members 
Mstep: Class 37 contains 17514 members 
Mstep: Class 38 contains 34932 members 
Mstep: Class 39 contains 70517 members 
Mstep: Class 40 contains 168 members 
Mstep: Class 41 contains 12953 members 
Mstep: Class 42 contains 5371 members 
Mstep: Class 43 contains 129196 members 
Mstep: Class 44 contains 105769 members 
Mstep: Class 45 contains 4277 members 
Mstep: Class 46 contains 2019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87439944.000000 Penalty: 30063.429688
Iteration 219Q: 47 clusters Score -8.743994e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 86724 members 
Mstep: Class 3 contains 34505 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 71851 members 
Mstep: Class 8 contains 77850 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 43914 members 
Mstep: Class 11 contains 12123 members 
Mstep: Class 12 contains 49241 members 
Mstep: Class 13 contains 4963 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 1320 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 1794 members 
Mstep: Class 18 contains 6070 members 
Mstep: Class 19 contains 71216 members 
Mstep: Class 20 contains 63738 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 111559 members 
Mstep: Class 23 contains 73681 members 
Mstep: Class 24 contains 10338 members 
Mstep: Class 25 contains 2495 members 
Mstep: Class 26 contains 13328 members 
Mstep: Class 27 contains 161136 members 
Mstep: Class 28 contains 4748 members 
Mstep: Class 29 contains 666 members 
Mstep: Class 30 contains 67163 members 
Mstep: Class 31 contains 43196 members 
Mstep: Class 32 contains 26364 members 
Mstep: Class 33 contains 104350 members 
Mstep: Class 34 contains 535 members 
Mstep: Class 35 contains 2551 members 
Mstep: Class 36 contains 142143 members 
Mstep: Class 37 contains 17548 members 
Mstep: Class 38 contains 35028 members 
Mstep: Class 39 contains 70076 members 
Mstep: Class 40 contains 166 members 
Mstep: Class 41 contains 13006 members 
Mstep: Class 42 contains 5378 members 
Mstep: Class 43 contains 129774 members 
Mstep: Class 44 contains 106738 members 
Mstep: Class 45 contains 4318 members 
Mstep: Class 46 contains 2053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87440408.000000 Penalty: 30063.429688
Iteration 220F: 47 clusters Score -8.744041e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 86698 members 
Mstep: Class 3 contains 33401 members 
Mstep: Class 4 contains 1470 members 
Mstep: Class 5 contains 41144 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 74242 members 
Mstep: Class 8 contains 77785 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 43288 members 
Mstep: Class 11 contains 11700 members 
Mstep: Class 12 contains 49469 members 
Mstep: Class 13 contains 4951 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 1530 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 5731 members 
Mstep: Class 19 contains 71559 members 
Mstep: Class 20 contains 63511 members 
Mstep: Class 21 contains 1572 members 
Mstep: Class 22 contains 111639 members 
Mstep: Class 23 contains 73611 members 
Mstep: Class 24 contains 10329 members 
Mstep: Class 25 contains 2515 members 
Mstep: Class 26 contains 13344 members 
Mstep: Class 27 contains 161083 members 
Mstep: Class 28 contains 4756 members 
Mstep: Class 29 contains 666 members 
Mstep: Class 30 contains 65669 members 
Mstep: Class 31 contains 43114 members 
Mstep: Class 32 contains 26742 members 
Mstep: Class 33 contains 104006 members 
Mstep: Class 34 contains 533 members 
Mstep: Class 35 contains 2536 members 
Mstep: Class 36 contains 142165 members 
Mstep: Class 37 contains 17579 members 
Mstep: Class 38 contains 35138 members 
Mstep: Class 39 contains 69606 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 13055 members 
Mstep: Class 42 contains 5391 members 
Mstep: Class 43 contains 130312 members 
Mstep: Class 44 contains 107892 members 
Mstep: Class 45 contains 4452 members 
Mstep: Class 46 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87440832.000000 Penalty: 30063.429688
Iteration 221Q: 47 clusters Score -8.744083e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 86680 members 
Mstep: Class 3 contains 32345 members 
Mstep: Class 4 contains 1466 members 
Mstep: Class 5 contains 40980 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 76709 members 
Mstep: Class 8 contains 77769 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 42583 members 
Mstep: Class 11 contains 11211 members 
Mstep: Class 12 contains 49688 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 5416 members 
Mstep: Class 19 contains 71869 members 
Mstep: Class 20 contains 63336 members 
Mstep: Class 21 contains 1577 members 
Mstep: Class 22 contains 111668 members 
Mstep: Class 23 contains 73550 members 
Mstep: Class 24 contains 10327 members 
Mstep: Class 25 contains 2534 members 
Mstep: Class 26 contains 13362 members 
Mstep: Class 27 contains 161083 members 
Mstep: Class 28 contains 4764 members 
Mstep: Class 29 contains 665 members 
Mstep: Class 30 contains 64098 members 
Mstep: Class 31 contains 43015 members 
Mstep: Class 32 contains 27062 members 
Mstep: Class 33 contains 103637 members 
Mstep: Class 34 contains 531 members 
Mstep: Class 35 contains 2517 members 
Mstep: Class 36 contains 142189 members 
Mstep: Class 37 contains 17614 members 
Mstep: Class 38 contains 35232 members 
Mstep: Class 39 contains 69063 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 13091 members 
Mstep: Class 42 contains 5410 members 
Mstep: Class 43 contains 130827 members 
Mstep: Class 44 contains 109239 members 
Mstep: Class 45 contains 4580 members 
Mstep: Class 46 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87441704.000000 Penalty: 30063.429688
Iteration 222Q: 47 clusters Score -8.74417e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 86685 members 
Mstep: Class 3 contains 31468 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 40794 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 79084 members 
Mstep: Class 8 contains 77778 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 41889 members 
Mstep: Class 11 contains 10775 members 
Mstep: Class 12 contains 49900 members 
Mstep: Class 13 contains 4934 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 1537 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 72116 members 
Mstep: Class 20 contains 63148 members 
Mstep: Class 21 contains 1587 members 
Mstep: Class 22 contains 111719 members 
Mstep: Class 23 contains 73475 members 
Mstep: Class 24 contains 10317 members 
Mstep: Class 25 contains 2544 members 
Mstep: Class 26 contains 13376 members 
Mstep: Class 27 contains 161131 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 665 members 
Mstep: Class 30 contains 62623 members 
Mstep: Class 31 contains 42892 members 
Mstep: Class 32 contains 27450 members 
Mstep: Class 33 contains 103261 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 2505 members 
Mstep: Class 36 contains 142205 members 
Mstep: Class 37 contains 17660 members 
Mstep: Class 38 contains 35303 members 
Mstep: Class 39 contains 68486 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 13124 members 
Mstep: Class 42 contains 5429 members 
Mstep: Class 43 contains 131286 members 
Mstep: Class 44 contains 110354 members 
Mstep: Class 45 contains 4723 members 
Mstep: Class 46 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442440.000000 Penalty: 30063.429688
Iteration 223Q: 47 clusters Score -8.744244e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 86681 members 
Mstep: Class 3 contains 30660 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 40605 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 81283 members 
Mstep: Class 8 contains 77755 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 41243 members 
Mstep: Class 11 contains 10423 members 
Mstep: Class 12 contains 50131 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 1896 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 1758 members 
Mstep: Class 18 contains 4918 members 
Mstep: Class 19 contains 72325 members 
Mstep: Class 20 contains 62936 members 
Mstep: Class 21 contains 1596 members 
Mstep: Class 22 contains 111838 members 
Mstep: Class 23 contains 73401 members 
Mstep: Class 24 contains 10296 members 
Mstep: Class 25 contains 2554 members 
Mstep: Class 26 contains 13383 members 
Mstep: Class 27 contains 161204 members 
Mstep: Class 28 contains 4788 members 
Mstep: Class 29 contains 664 members 
Mstep: Class 30 contains 61313 members 
Mstep: Class 31 contains 42756 members 
Mstep: Class 32 contains 27842 members 
Mstep: Class 33 contains 102930 members 
Mstep: Class 34 contains 526 members 
Mstep: Class 35 contains 2500 members 
Mstep: Class 36 contains 142255 members 
Mstep: Class 37 contains 17700 members 
Mstep: Class 38 contains 35372 members 
Mstep: Class 39 contains 67931 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 13160 members 
Mstep: Class 42 contains 5451 members 
Mstep: Class 43 contains 131651 members 
Mstep: Class 44 contains 111250 members 
Mstep: Class 45 contains 4854 members 
Mstep: Class 46 contains 2332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442216.000000 Penalty: 30063.429688
Iteration 224Q: 47 clusters Score -8.744222e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 86699 members 
Mstep: Class 3 contains 29870 members 
Mstep: Class 4 contains 1503 members 
Mstep: Class 5 contains 40417 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 83342 members 
Mstep: Class 8 contains 77741 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 40559 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 50379 members 
Mstep: Class 13 contains 4924 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 1743 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 72504 members 
Mstep: Class 20 contains 62781 members 
Mstep: Class 21 contains 1601 members 
Mstep: Class 22 contains 112002 members 
Mstep: Class 23 contains 73333 members 
Mstep: Class 24 contains 10278 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 13398 members 
Mstep: Class 27 contains 161281 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 60154 members 
Mstep: Class 31 contains 42612 members 
Mstep: Class 32 contains 28215 members 
Mstep: Class 33 contains 102581 members 
Mstep: Class 34 contains 523 members 
Mstep: Class 35 contains 2497 members 
Mstep: Class 36 contains 142312 members 
Mstep: Class 37 contains 17732 members 
Mstep: Class 38 contains 35424 members 
Mstep: Class 39 contains 67499 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 13191 members 
Mstep: Class 42 contains 5463 members 
Mstep: Class 43 contains 131880 members 
Mstep: Class 44 contains 112081 members 
Mstep: Class 45 contains 4967 members 
Mstep: Class 46 contains 2400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442360.000000 Penalty: 30063.429688
Iteration 225Q: 47 clusters Score -8.744236e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 86722 members 
Mstep: Class 3 contains 29162 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 40251 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 85389 members 
Mstep: Class 8 contains 77725 members 
Mstep: Class 9 contains 2591 members 
Mstep: Class 10 contains 39891 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 50609 members 
Mstep: Class 13 contains 4913 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 1724 members 
Mstep: Class 18 contains 4514 members 
Mstep: Class 19 contains 72690 members 
Mstep: Class 20 contains 62654 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 112204 members 
Mstep: Class 23 contains 73242 members 
Mstep: Class 24 contains 10253 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 13420 members 
Mstep: Class 27 contains 161356 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 59117 members 
Mstep: Class 31 contains 42472 members 
Mstep: Class 32 contains 28559 members 
Mstep: Class 33 contains 102241 members 
Mstep: Class 34 contains 520 members 
Mstep: Class 35 contains 2493 members 
Mstep: Class 36 contains 142338 members 
Mstep: Class 37 contains 17782 members 
Mstep: Class 38 contains 35482 members 
Mstep: Class 39 contains 67080 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 13214 members 
Mstep: Class 42 contains 5474 members 
Mstep: Class 43 contains 132033 members 
Mstep: Class 44 contains 112714 members 
Mstep: Class 45 contains 5099 members 
Mstep: Class 46 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442640.000000 Penalty: 30063.429688
Iteration 226Q: 47 clusters Score -8.744264e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 86751 members 
Mstep: Class 3 contains 28547 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 40075 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 87289 members 
Mstep: Class 8 contains 77723 members 
Mstep: Class 9 contains 2588 members 
Mstep: Class 10 contains 39338 members 
Mstep: Class 11 contains 9586 members 
Mstep: Class 12 contains 50836 members 
Mstep: Class 13 contains 4898 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 72863 members 
Mstep: Class 20 contains 62559 members 
Mstep: Class 21 contains 1608 members 
Mstep: Class 22 contains 112462 members 
Mstep: Class 23 contains 73157 members 
Mstep: Class 24 contains 10224 members 
Mstep: Class 25 contains 2599 members 
Mstep: Class 26 contains 13441 members 
Mstep: Class 27 contains 161409 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 58226 members 
Mstep: Class 31 contains 42357 members 
Mstep: Class 32 contains 28927 members 
Mstep: Class 33 contains 101932 members 
Mstep: Class 34 contains 519 members 
Mstep: Class 35 contains 2489 members 
Mstep: Class 36 contains 142305 members 
Mstep: Class 37 contains 17832 members 
Mstep: Class 38 contains 35530 members 
Mstep: Class 39 contains 66739 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 13241 members 
Mstep: Class 42 contains 5485 members 
Mstep: Class 43 contains 132086 members 
Mstep: Class 44 contains 113018 members 
Mstep: Class 45 contains 5204 members 
Mstep: Class 46 contains 2519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442816.000000 Penalty: 30063.429688
Iteration 227Q: 47 clusters Score -8.744282e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 86777 members 
Mstep: Class 3 contains 27854 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 39897 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 88979 members 
Mstep: Class 8 contains 77696 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 38902 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 12 contains 51056 members 
Mstep: Class 13 contains 4887 members 
Mstep: Class 14 contains 1885 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 73050 members 
Mstep: Class 20 contains 62443 members 
Mstep: Class 21 contains 1613 members 
Mstep: Class 22 contains 112745 members 
Mstep: Class 23 contains 73104 members 
Mstep: Class 24 contains 10179 members 
Mstep: Class 25 contains 2611 members 
Mstep: Class 26 contains 13461 members 
Mstep: Class 27 contains 161431 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 57476 members 
Mstep: Class 31 contains 42273 members 
Mstep: Class 32 contains 29321 members 
Mstep: Class 33 contains 101697 members 
Mstep: Class 34 contains 519 members 
Mstep: Class 35 contains 2484 members 
Mstep: Class 36 contains 142261 members 
Mstep: Class 37 contains 17869 members 
Mstep: Class 38 contains 35582 members 
Mstep: Class 39 contains 66307 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 13304 members 
Mstep: Class 42 contains 5489 members 
Mstep: Class 43 contains 132220 members 
Mstep: Class 44 contains 113222 members 
Mstep: Class 45 contains 5285 members 
Mstep: Class 46 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87443112.000000 Penalty: 30063.429688
Iteration 228Q: 47 clusters Score -8.744311e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 86800 members 
Mstep: Class 3 contains 27208 members 
Mstep: Class 4 contains 1491 members 
Mstep: Class 5 contains 39700 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 90605 members 
Mstep: Class 8 contains 77668 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 38588 members 
Mstep: Class 11 contains 9301 members 
Mstep: Class 12 contains 51279 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 1880 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 73187 members 
Mstep: Class 20 contains 62362 members 
Mstep: Class 21 contains 1616 members 
Mstep: Class 22 contains 113083 members 
Mstep: Class 23 contains 73069 members 
Mstep: Class 24 contains 10148 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 13485 members 
Mstep: Class 27 contains 161477 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 56823 members 
Mstep: Class 31 contains 42187 members 
Mstep: Class 32 contains 29740 members 
Mstep: Class 33 contains 101462 members 
Mstep: Class 34 contains 518 members 
Mstep: Class 35 contains 2474 members 
Mstep: Class 36 contains 142205 members 
Mstep: Class 37 contains 17895 members 
Mstep: Class 38 contains 35627 members 
Mstep: Class 39 contains 65962 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 13355 members 
Mstep: Class 42 contains 5490 members 
Mstep: Class 43 contains 132224 members 
Mstep: Class 44 contains 113192 members 
Mstep: Class 45 contains 5367 members 
Mstep: Class 46 contains 2640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442936.000000 Penalty: 30063.429688
Iteration 229Q: 47 clusters Score -8.744294e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 86836 members 
Mstep: Class 3 contains 26590 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 39508 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 92179 members 
Mstep: Class 8 contains 77650 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 38303 members 
Mstep: Class 11 contains 9178 members 
Mstep: Class 12 contains 51513 members 
Mstep: Class 13 contains 4856 members 
Mstep: Class 14 contains 1878 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 73313 members 
Mstep: Class 20 contains 62294 members 
Mstep: Class 21 contains 1621 members 
Mstep: Class 22 contains 113420 members 
Mstep: Class 23 contains 73047 members 
Mstep: Class 24 contains 10132 members 
Mstep: Class 25 contains 2647 members 
Mstep: Class 26 contains 13520 members 
Mstep: Class 27 contains 161506 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 56239 members 
Mstep: Class 31 contains 42087 members 
Mstep: Class 32 contains 30106 members 
Mstep: Class 33 contains 101229 members 
Mstep: Class 34 contains 518 members 
Mstep: Class 35 contains 2461 members 
Mstep: Class 36 contains 142147 members 
Mstep: Class 37 contains 17946 members 
Mstep: Class 38 contains 35665 members 
Mstep: Class 39 contains 65603 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 13398 members 
Mstep: Class 42 contains 5490 members 
Mstep: Class 43 contains 132245 members 
Mstep: Class 44 contains 113084 members 
Mstep: Class 45 contains 5436 members 
Mstep: Class 46 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442960.000000 Penalty: 30063.429688
Iteration 230Q: 47 clusters Score -8.744296e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 86889 members 
Mstep: Class 3 contains 26036 members 
Mstep: Class 4 contains 1481 members 
Mstep: Class 5 contains 39343 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 93760 members 
Mstep: Class 8 contains 77655 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 38004 members 
Mstep: Class 11 contains 9055 members 
Mstep: Class 12 contains 51733 members 
Mstep: Class 13 contains 4829 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 3714 members 
Mstep: Class 19 contains 73385 members 
Mstep: Class 20 contains 62198 members 
Mstep: Class 21 contains 1621 members 
Mstep: Class 22 contains 113718 members 
Mstep: Class 23 contains 73027 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 2665 members 
Mstep: Class 26 contains 13556 members 
Mstep: Class 27 contains 161513 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 55631 members 
Mstep: Class 31 contains 42014 members 
Mstep: Class 32 contains 30553 members 
Mstep: Class 33 contains 101014 members 
Mstep: Class 34 contains 518 members 
Mstep: Class 35 contains 2445 members 
Mstep: Class 36 contains 142097 members 
Mstep: Class 37 contains 17996 members 
Mstep: Class 38 contains 35711 members 
Mstep: Class 39 contains 65207 members 
Mstep: Class 40 contains 165 members 
Mstep: Class 41 contains 13445 members 
Mstep: Class 42 contains 5491 members 
Mstep: Class 43 contains 132226 members 
Mstep: Class 44 contains 112962 members 
Mstep: Class 45 contains 5493 members 
Mstep: Class 46 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87443304.000000 Penalty: 30063.429688
Iteration 231Q: 47 clusters Score -8.74433e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 86937 members 
Mstep: Class 3 contains 25464 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 39179 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 95215 members 
Mstep: Class 8 contains 77656 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 37789 members 
Mstep: Class 11 contains 8959 members 
Mstep: Class 12 contains 51932 members 
Mstep: Class 13 contains 4810 members 
Mstep: Class 14 contains 1861 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 3606 members 
Mstep: Class 19 contains 73428 members 
Mstep: Class 20 contains 62134 members 
Mstep: Class 21 contains 1622 members 
Mstep: Class 22 contains 113998 members 
Mstep: Class 23 contains 73018 members 
Mstep: Class 24 contains 10109 members 
Mstep: Class 25 contains 2679 members 
Mstep: Class 26 contains 13596 members 
Mstep: Class 27 contains 161515 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 55092 members 
Mstep: Class 31 contains 41932 members 
Mstep: Class 32 contains 30982 members 
Mstep: Class 33 contains 100809 members 
Mstep: Class 34 contains 518 members 
Mstep: Class 35 contains 2433 members 
Mstep: Class 36 contains 142056 members 
Mstep: Class 37 contains 18038 members 
Mstep: Class 38 contains 35760 members 
Mstep: Class 39 contains 64977 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 13510 members 
Mstep: Class 42 contains 5488 members 
Mstep: Class 43 contains 132081 members 
Mstep: Class 44 contains 112752 members 
Mstep: Class 45 contains 5534 members 
Mstep: Class 46 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87443376.000000 Penalty: 30063.429688
Iteration 232Q: 47 clusters Score -8.744338e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 86994 members 
Mstep: Class 3 contains 24920 members 
Mstep: Class 4 contains 1457 members 
Mstep: Class 5 contains 38999 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 96519 members 
Mstep: Class 8 contains 77670 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 37630 members 
Mstep: Class 11 contains 8884 members 
Mstep: Class 12 contains 52165 members 
Mstep: Class 13 contains 4794 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 1672 members 
Mstep: Class 18 contains 3506 members 
Mstep: Class 19 contains 73432 members 
Mstep: Class 20 contains 62038 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 114353 members 
Mstep: Class 23 contains 73013 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 2696 members 
Mstep: Class 26 contains 13627 members 
Mstep: Class 27 contains 161532 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 54606 members 
Mstep: Class 31 contains 41865 members 
Mstep: Class 32 contains 31427 members 
Mstep: Class 33 contains 100547 members 
Mstep: Class 34 contains 518 members 
Mstep: Class 35 contains 2420 members 
Mstep: Class 36 contains 141993 members 
Mstep: Class 37 contains 18080 members 
Mstep: Class 38 contains 35805 members 
Mstep: Class 39 contains 64676 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 13578 members 
Mstep: Class 42 contains 5493 members 
Mstep: Class 43 contains 132008 members 
Mstep: Class 44 contains 112490 members 
Mstep: Class 45 contains 5587 members 
Mstep: Class 46 contains 2821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87443840.000000 Penalty: 30063.429688
Iteration 233Q: 47 clusters Score -8.744384e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 87045 members 
Mstep: Class 3 contains 24422 members 
Mstep: Class 4 contains 1442 members 
Mstep: Class 5 contains 38833 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 97862 members 
Mstep: Class 8 contains 77663 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 37526 members 
Mstep: Class 11 contains 8817 members 
Mstep: Class 12 contains 52406 members 
Mstep: Class 13 contains 4779 members 
Mstep: Class 14 contains 1858 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 1666 members 
Mstep: Class 18 contains 3413 members 
Mstep: Class 19 contains 73464 members 
Mstep: Class 20 contains 61899 members 
Mstep: Class 21 contains 1624 members 
Mstep: Class 22 contains 114664 members 
Mstep: Class 23 contains 73001 members 
Mstep: Class 24 contains 10088 members 
Mstep: Class 25 contains 2703 members 
Mstep: Class 26 contains 13652 members 
Mstep: Class 27 contains 161500 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 54141 members 
Mstep: Class 31 contains 41792 members 
Mstep: Class 32 contains 31911 members 
Mstep: Class 33 contains 100311 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 2409 members 
Mstep: Class 36 contains 141966 members 
Mstep: Class 37 contains 18109 members 
Mstep: Class 38 contains 35851 members 
Mstep: Class 39 contains 64440 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 13643 members 
Mstep: Class 42 contains 5493 members 
Mstep: Class 43 contains 131880 members 
Mstep: Class 44 contains 112098 members 
Mstep: Class 45 contains 5630 members 
Mstep: Class 46 contains 2878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87444320.000000 Penalty: 30063.429688
Iteration 234Q: 47 clusters Score -8.744432e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 87090 members 
Mstep: Class 3 contains 24008 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 5 contains 38636 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 99191 members 
Mstep: Class 8 contains 77652 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 37474 members 
Mstep: Class 11 contains 8754 members 
Mstep: Class 12 contains 52635 members 
Mstep: Class 13 contains 4766 members 
Mstep: Class 14 contains 1853 members 
Mstep: Class 15 contains 1324 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 73477 members 
Mstep: Class 20 contains 61778 members 
Mstep: Class 21 contains 1625 members 
Mstep: Class 22 contains 115001 members 
Mstep: Class 23 contains 72983 members 
Mstep: Class 24 contains 10065 members 
Mstep: Class 25 contains 2711 members 
Mstep: Class 26 contains 13671 members 
Mstep: Class 27 contains 161482 members 
Mstep: Class 28 contains 4823 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 53739 members 
Mstep: Class 31 contains 41720 members 
Mstep: Class 32 contains 32422 members 
Mstep: Class 33 contains 100074 members 
Mstep: Class 34 contains 512 members 
Mstep: Class 35 contains 2402 members 
Mstep: Class 36 contains 141969 members 
Mstep: Class 37 contains 18135 members 
Mstep: Class 38 contains 35898 members 
Mstep: Class 39 contains 64172 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 13726 members 
Mstep: Class 42 contains 5489 members 
Mstep: Class 43 contains 131747 members 
Mstep: Class 44 contains 111523 members 
Mstep: Class 45 contains 5656 members 
Mstep: Class 46 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87444240.000000 Penalty: 30063.429688
Iteration 235Q: 47 clusters Score -8.744424e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 87126 members 
Mstep: Class 3 contains 23629 members 
Mstep: Class 4 contains 1429 members 
Mstep: Class 5 contains 38450 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 100347 members 
Mstep: Class 8 contains 77618 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 37512 members 
Mstep: Class 11 contains 8721 members 
Mstep: Class 12 contains 52869 members 
Mstep: Class 13 contains 4759 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 1653 members 
Mstep: Class 18 contains 3261 members 
Mstep: Class 19 contains 73507 members 
Mstep: Class 20 contains 61669 members 
Mstep: Class 21 contains 1625 members 
Mstep: Class 22 contains 115357 members 
Mstep: Class 23 contains 72955 members 
Mstep: Class 24 contains 10040 members 
Mstep: Class 25 contains 2717 members 
Mstep: Class 26 contains 13684 members 
Mstep: Class 27 contains 161471 members 
Mstep: Class 28 contains 4824 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 53417 members 
Mstep: Class 31 contains 41664 members 
Mstep: Class 32 contains 33007 members 
Mstep: Class 33 contains 99856 members 
Mstep: Class 34 contains 509 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 141934 members 
Mstep: Class 37 contains 18145 members 
Mstep: Class 38 contains 35951 members 
Mstep: Class 39 contains 63853 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 13789 members 
Mstep: Class 42 contains 5495 members 
Mstep: Class 43 contains 131546 members 
Mstep: Class 44 contains 110906 members 
Mstep: Class 45 contains 5677 members 
Mstep: Class 46 contains 2987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87444464.000000 Penalty: 30063.429688
Iteration 236Q: 47 clusters Score -8.744446e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 87151 members 
Mstep: Class 3 contains 23258 members 
Mstep: Class 4 contains 1409 members 
Mstep: Class 5 contains 38292 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 101603 members 
Mstep: Class 8 contains 77564 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 37559 members 
Mstep: Class 11 contains 8713 members 
Mstep: Class 12 contains 53082 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 1651 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 73547 members 
Mstep: Class 20 contains 61602 members 
Mstep: Class 21 contains 1625 members 
Mstep: Class 22 contains 115677 members 
Mstep: Class 23 contains 72945 members 
Mstep: Class 24 contains 10013 members 
Mstep: Class 25 contains 2725 members 
Mstep: Class 26 contains 13697 members 
Mstep: Class 27 contains 161504 members 
Mstep: Class 28 contains 4822 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 53093 members 
Mstep: Class 31 contains 41600 members 
Mstep: Class 32 contains 33582 members 
Mstep: Class 33 contains 99656 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 141905 members 
Mstep: Class 37 contains 18163 members 
Mstep: Class 38 contains 35985 members 
Mstep: Class 39 contains 63529 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 13846 members 
Mstep: Class 42 contains 5499 members 
Mstep: Class 43 contains 131336 members 
Mstep: Class 44 contains 110133 members 
Mstep: Class 45 contains 5692 members 
Mstep: Class 46 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87444256.000000 Penalty: 30063.429688
Iteration 237Q: 47 clusters Score -8.744426e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 87178 members 
Mstep: Class 3 contains 22903 members 
Mstep: Class 4 contains 1390 members 
Mstep: Class 5 contains 38162 members 
Mstep: Class 6 contains 2067 members 
Mstep: Class 7 contains 102863 members 
Mstep: Class 8 contains 77515 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 37597 members 
Mstep: Class 11 contains 8708 members 
Mstep: Class 12 contains 53317 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 1653 members 
Mstep: Class 18 contains 3136 members 
Mstep: Class 19 contains 73581 members 
Mstep: Class 20 contains 61502 members 
Mstep: Class 21 contains 1626 members 
Mstep: Class 22 contains 115922 members 
Mstep: Class 23 contains 72942 members 
Mstep: Class 24 contains 9977 members 
Mstep: Class 25 contains 2729 members 
Mstep: Class 26 contains 13725 members 
Mstep: Class 27 contains 161494 members 
Mstep: Class 28 contains 4828 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 52825 members 
Mstep: Class 31 contains 41527 members 
Mstep: Class 32 contains 34204 members 
Mstep: Class 33 contains 99451 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 141863 members 
Mstep: Class 37 contains 18186 members 
Mstep: Class 38 contains 36030 members 
Mstep: Class 39 contains 63164 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 13905 members 
Mstep: Class 42 contains 5500 members 
Mstep: Class 43 contains 131106 members 
Mstep: Class 44 contains 109391 members 
Mstep: Class 45 contains 5708 members 
Mstep: Class 46 contains 3102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87444016.000000 Penalty: 30063.429688
Iteration 238Q: 47 clusters Score -8.744402e+07 nChanged 5270
Entering ConstructFrom: 
Score: -87444016.000000 Penalty: 30063.429688
Entering ConstructFrom: 
Trying to split cluster 1 (3714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Entering Unmasked Estep 
Score: -200465.578125 Penalty: 374.003845
	Iteration 0F: 2 clusters Score -200465.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -197938.296875 Penalty: 748.007690
	Iteration 0F: 3 clusters Score -197938.3 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -198836.812500 Penalty: 748.007690
	Iteration 1F: 3 clusters Score -198836.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -198947.859375 Penalty: 748.007690
	Iteration 2F: 3 clusters Score -198947.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -199020.640625 Penalty: 748.007690
	Iteration 3F: 3 clusters Score -199020.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -199081.859375 Penalty: 748.007690
	Iteration 4Q: 3 clusters Score -199081.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -199158.843750 Penalty: 748.007690
	Iteration 5Q: 3 clusters Score -199158.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -199273.953125 Penalty: 748.007690
	Iteration 6Q: 3 clusters Score -199274 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -199444.437500 Penalty: 748.007690
	Iteration 7F: 3 clusters Score -199444.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -199635.390625 Penalty: 748.007690
	Iteration 8F: 3 clusters Score -199635.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -199820.562500 Penalty: 748.007690
	Iteration 9F: 3 clusters Score -199820.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -199952.046875 Penalty: 748.007690
	Iteration 10Q: 3 clusters Score -199952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -200018.203125 Penalty: 748.007690
	Iteration 11Q: 3 clusters Score -200018.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -200058.921875 Penalty: 748.007690
	Iteration 12Q: 3 clusters Score -200058.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -200086.312500 Penalty: 748.007690
	Iteration 13Q: 3 clusters Score -200086.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -200101.500000 Penalty: 748.007690
	Iteration 14Q: 3 clusters Score -200101.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -200118.546875 Penalty: 748.007690
	Iteration 15Q: 3 clusters Score -200118.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -200127.812500 Penalty: 748.007690
	Iteration 16Q: 3 clusters Score -200127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -200133.562500 Penalty: 748.007690
	Iteration 17Q: 3 clusters Score -200133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -200134.859375 Penalty: 748.007690
	Iteration 18Q: 3 clusters Score -200134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -200137.921875 Penalty: 748.007690
	Iteration 19Q: 3 clusters Score -200137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -200139.375000 Penalty: 748.007690
	Iteration 20F: 3 clusters Score -200139.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -200140.890625 Penalty: 748.007690
	Iteration 21Q: 3 clusters Score -200140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -200141.343750 Penalty: 748.007690
	Iteration 22Q: 3 clusters Score -200141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -200141.343750 Penalty: 748.007690
	Iteration 23F: 3 clusters Score -200141.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (87202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Entering Unmasked Estep 
Score: -4603301.500000 Penalty: 517.607178
	Iteration 0F: 2 clusters Score -4603302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -4544765.000000 Penalty: 1035.214355
	Iteration 0F: 3 clusters Score -4544765 nChanged 42554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -4570115.000000 Penalty: 1035.214355
	Iteration 1F: 3 clusters Score -4570115 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -4571453.000000 Penalty: 1035.214355
	Iteration 2Q: 3 clusters Score -4571453 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -4573560.500000 Penalty: 1035.214355
	Iteration 3F: 3 clusters Score -4573560 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -4577352.500000 Penalty: 1035.214355
	Iteration 4F: 3 clusters Score -4577352 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -4583479.000000 Penalty: 1035.214355
	Iteration 5F: 3 clusters Score -4583479 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -4591357.000000 Penalty: 1035.214355
	Iteration 6F: 3 clusters Score -4591357 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -4597537.000000 Penalty: 1035.214355
	Iteration 7F: 3 clusters Score -4597537 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -4600796.000000 Penalty: 1035.214355
	Iteration 8Q: 3 clusters Score -4600796 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -4602186.500000 Penalty: 1035.214355
	Iteration 9Q: 3 clusters Score -4602186 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -4602668.500000 Penalty: 1035.214355
	Iteration 10Q: 3 clusters Score -4602668 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 86977 members 
Entering Unmasked Estep 
Score: -4602814.500000 Penalty: 1035.214355
	Iteration 11Q: 3 clusters Score -4602814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -4602851.000000 Penalty: 1035.214355
	Iteration 12Q: 3 clusters Score -4602851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -4602867.500000 Penalty: 1035.214355
	Iteration 13Q: 3 clusters Score -4602868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -4602875.000000 Penalty: 1035.214355
	Iteration 14Q: 3 clusters Score -4602875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -4602884.500000 Penalty: 1035.214355
	Iteration 15Q: 3 clusters Score -4602884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -4602893.000000 Penalty: 1035.214355
	Iteration 16Q: 3 clusters Score -4602893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -4602897.000000 Penalty: 1035.214355
	Iteration 17Q: 3 clusters Score -4602897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -4602901.000000 Penalty: 1035.214355
	Iteration 18Q: 3 clusters Score -4602901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87101 members 
Entering Unmasked Estep 
Score: -4602904.500000 Penalty: 1035.214355
	Iteration 19Q: 3 clusters Score -4602904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 87104 members 
Entering Unmasked Estep 
Score: -4602904.000000 Penalty: 1035.214355
	Iteration 20F: 3 clusters Score -4602904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 87104 members 
Entering Unmasked Estep 
Score: -4602904.000000 Penalty: 1035.214355
	Iteration 21Q: 3 clusters Score -4602904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 87104 members 
Entering Unmasked Estep 
Score: -4602906.500000 Penalty: 1035.214355
	Iteration 22Q: 3 clusters Score -4602906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 87104 members 
Entering Unmasked Estep 
Score: -4602906.500000 Penalty: 1035.214355
	Iteration 23F: 3 clusters Score -4602906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (22504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Entering Unmasked Estep 
Score: -1276391.500000 Penalty: 455.975891
	Iteration 0F: 2 clusters Score -1276392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1261481.000000 Penalty: 911.951782
	Iteration 0F: 3 clusters Score -1261481 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1267877.750000 Penalty: 911.951782
	Iteration 1F: 3 clusters Score -1267878 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1268473.625000 Penalty: 911.951782
	Iteration 2Q: 3 clusters Score -1268474 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1269359.500000 Penalty: 911.951782
	Iteration 3F: 3 clusters Score -1269360 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1270887.750000 Penalty: 911.951782
	Iteration 4F: 3 clusters Score -1270888 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1272901.000000 Penalty: 911.951782
	Iteration 5F: 3 clusters Score -1272901 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1274347.250000 Penalty: 911.951782
	Iteration 6F: 3 clusters Score -1274347 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1274927.625000 Penalty: 911.951782
	Iteration 7Q: 3 clusters Score -1274928 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1275201.250000 Penalty: 911.951782
	Iteration 8Q: 3 clusters Score -1275201 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1275368.875000 Penalty: 911.951782
	Iteration 9Q: 3 clusters Score -1275369 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1275481.125000 Penalty: 911.951782
	Iteration 10Q: 3 clusters Score -1275481 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1275542.250000 Penalty: 911.951782
	Iteration 11Q: 3 clusters Score -1275542 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1275591.500000 Penalty: 911.951782
	Iteration 12Q: 3 clusters Score -1275592 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1275619.125000 Penalty: 911.951782
	Iteration 13Q: 3 clusters Score -1275619 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1275628.375000 Penalty: 911.951782
	Iteration 14Q: 3 clusters Score -1275628 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1275626.875000 Penalty: 911.951782
	Iteration 15Q: 3 clusters Score -1275627 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1275653.500000 Penalty: 911.951782
	Iteration 16Q: 3 clusters Score -1275654 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1275660.000000 Penalty: 911.951782
	Iteration 17Q: 3 clusters Score -1275660 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1275672.125000 Penalty: 911.951782
	Iteration 18Q: 3 clusters Score -1275672 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1275687.125000 Penalty: 911.951782
	Iteration 19Q: 3 clusters Score -1275687 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1275690.000000 Penalty: 911.951782
	Iteration 20F: 3 clusters Score -1275690 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1275694.250000 Penalty: 911.951782
	Iteration 21Q: 3 clusters Score -1275694 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1275713.875000 Penalty: 911.951782
	Iteration 22Q: 3 clusters Score -1275714 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1275713.125000 Penalty: 911.951782
	Iteration 23Q: 3 clusters Score -1275713 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1275725.625000 Penalty: 911.951782
	Iteration 24Q: 3 clusters Score -1275726 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1275726.875000 Penalty: 911.951782
	Iteration 25Q: 3 clusters Score -1275727 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1275739.375000 Penalty: 911.951782
	Iteration 26Q: 3 clusters Score -1275739 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1275746.750000 Penalty: 911.951782
	Iteration 27Q: 3 clusters Score -1275747 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1275761.375000 Penalty: 911.951782
	Iteration 28Q: 3 clusters Score -1275761 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1275758.125000 Penalty: 911.951782
	Iteration 29Q: 3 clusters Score -1275758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1275763.000000 Penalty: 911.951782
	Iteration 30Q: 3 clusters Score -1275763 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1275767.000000 Penalty: 911.951782
	Iteration 31Q: 3 clusters Score -1275767 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1275767.750000 Penalty: 911.951782
	Iteration 32Q: 3 clusters Score -1275768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1275773.000000 Penalty: 911.951782
	Iteration 33Q: 3 clusters Score -1275773 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1275759.625000 Penalty: 911.951782
	Iteration 34Q: 3 clusters Score -1275760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1275773.000000 Penalty: 911.951782
	Iteration 35Q: 3 clusters Score -1275773 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1275780.500000 Penalty: 911.951782
	Iteration 36Q: 3 clusters Score -1275780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1275773.500000 Penalty: 911.951782
	Iteration 37Q: 3 clusters Score -1275774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1275773.750000 Penalty: 911.951782
	Iteration 38Q: 3 clusters Score -1275774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1275769.750000 Penalty: 911.951782
	Iteration 39Q: 3 clusters Score -1275770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1275773.125000 Penalty: 911.951782
	Iteration 40F: 3 clusters Score -1275773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1275775.375000 Penalty: 911.951782
	Iteration 41Q: 3 clusters Score -1275775 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1275777.000000 Penalty: 911.951782
	Iteration 42Q: 3 clusters Score -1275777 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1275778.000000 Penalty: 911.951782
	Iteration 43Q: 3 clusters Score -1275778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1275779.000000 Penalty: 911.951782
	Iteration 44Q: 3 clusters Score -1275779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1275778.375000 Penalty: 911.951782
	Iteration 45Q: 3 clusters Score -1275778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1275781.875000 Penalty: 911.951782
	Iteration 46Q: 3 clusters Score -1275782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1275777.250000 Penalty: 911.951782
	Iteration 47Q: 3 clusters Score -1275777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1275782.625000 Penalty: 911.951782
	Iteration 48Q: 3 clusters Score -1275783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1275776.375000 Penalty: 911.951782
	Iteration 49Q: 3 clusters Score -1275776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1275780.125000 Penalty: 911.951782
	Iteration 50Q: 3 clusters Score -1275780 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1275778.625000 Penalty: 911.951782
	Iteration 51Q: 3 clusters Score -1275779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1275782.250000 Penalty: 911.951782
	Iteration 52Q: 3 clusters Score -1275782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1275786.000000 Penalty: 911.951782
	Iteration 53Q: 3 clusters Score -1275786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1275784.500000 Penalty: 911.951782
	Iteration 54Q: 3 clusters Score -1275784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1275783.250000 Penalty: 911.951782
	Iteration 55Q: 3 clusters Score -1275783 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1275788.375000 Penalty: 911.951782
	Iteration 56Q: 3 clusters Score -1275788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1275793.625000 Penalty: 911.951782
	Iteration 57Q: 3 clusters Score -1275794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1275808.625000 Penalty: 911.951782
	Iteration 58Q: 3 clusters Score -1275809 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1275809.250000 Penalty: 911.951782
	Iteration 59Q: 3 clusters Score -1275809 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1275809.500000 Penalty: 911.951782
	Iteration 60F: 3 clusters Score -1275810 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1275814.250000 Penalty: 911.951782
	Iteration 61Q: 3 clusters Score -1275814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1275819.375000 Penalty: 911.951782
	Iteration 62Q: 3 clusters Score -1275819 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1275830.250000 Penalty: 911.951782
	Iteration 63Q: 3 clusters Score -1275830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1275830.750000 Penalty: 911.951782
	Iteration 64Q: 3 clusters Score -1275831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1275827.625000 Penalty: 911.951782
	Iteration 65Q: 3 clusters Score -1275828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1275833.250000 Penalty: 911.951782
	Iteration 66Q: 3 clusters Score -1275833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1275832.125000 Penalty: 911.951782
	Iteration 67Q: 3 clusters Score -1275832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1275833.250000 Penalty: 911.951782
	Iteration 68Q: 3 clusters Score -1275833 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1275829.125000 Penalty: 911.951782
	Iteration 69Q: 3 clusters Score -1275829 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1275823.500000 Penalty: 911.951782
	Iteration 70Q: 3 clusters Score -1275824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1275834.000000 Penalty: 911.951782
	Iteration 71Q: 3 clusters Score -1275834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1275835.625000 Penalty: 911.951782
	Iteration 72Q: 3 clusters Score -1275836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1275846.375000 Penalty: 911.951782
	Iteration 73Q: 3 clusters Score -1275846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1275842.625000 Penalty: 911.951782
	Iteration 74Q: 3 clusters Score -1275843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1275841.250000 Penalty: 911.951782
	Iteration 75Q: 3 clusters Score -1275841 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1275850.875000 Penalty: 911.951782
	Iteration 76Q: 3 clusters Score -1275851 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1275852.625000 Penalty: 911.951782
	Iteration 77Q: 3 clusters Score -1275853 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1275858.625000 Penalty: 911.951782
	Iteration 78Q: 3 clusters Score -1275859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1275860.375000 Penalty: 911.951782
	Iteration 79Q: 3 clusters Score -1275860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1275864.625000 Penalty: 911.951782
	Iteration 80F: 3 clusters Score -1275865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1275872.625000 Penalty: 911.951782
	Iteration 81Q: 3 clusters Score -1275873 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1275884.000000 Penalty: 911.951782
	Iteration 82Q: 3 clusters Score -1275884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1275880.875000 Penalty: 911.951782
	Iteration 83Q: 3 clusters Score -1275881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1275894.000000 Penalty: 911.951782
	Iteration 84Q: 3 clusters Score -1275894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1275898.625000 Penalty: 911.951782
	Iteration 85Q: 3 clusters Score -1275899 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1275906.625000 Penalty: 911.951782
	Iteration 86Q: 3 clusters Score -1275907 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1275917.375000 Penalty: 911.951782
	Iteration 87Q: 3 clusters Score -1275917 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1275928.875000 Penalty: 911.951782
	Iteration 88Q: 3 clusters Score -1275929 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1275941.375000 Penalty: 911.951782
	Iteration 89Q: 3 clusters Score -1275941 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1275942.750000 Penalty: 911.951782
	Iteration 90Q: 3 clusters Score -1275943 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1275955.875000 Penalty: 911.951782
	Iteration 91Q: 3 clusters Score -1275956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1275970.125000 Penalty: 911.951782
	Iteration 92Q: 3 clusters Score -1275970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1275974.250000 Penalty: 911.951782
	Iteration 93Q: 3 clusters Score -1275974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1275991.125000 Penalty: 911.951782
	Iteration 94Q: 3 clusters Score -1275991 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1275995.500000 Penalty: 911.951782
	Iteration 95Q: 3 clusters Score -1275996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1275999.625000 Penalty: 911.951782
	Iteration 96Q: 3 clusters Score -1276000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1276003.250000 Penalty: 911.951782
	Iteration 97Q: 3 clusters Score -1276003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1276012.750000 Penalty: 911.951782
	Iteration 98Q: 3 clusters Score -1276013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1276014.750000 Penalty: 911.951782
	Iteration 99Q: 3 clusters Score -1276015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1276011.625000 Penalty: 911.951782
	Iteration 100F: 3 clusters Score -1276012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1276014.875000 Penalty: 911.951782
	Iteration 101Q: 3 clusters Score -1276015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1276013.250000 Penalty: 911.951782
	Iteration 102Q: 3 clusters Score -1276013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1276014.750000 Penalty: 911.951782
	Iteration 103Q: 3 clusters Score -1276015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1276013.750000 Penalty: 911.951782
	Iteration 104Q: 3 clusters Score -1276014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1276016.625000 Penalty: 911.951782
	Iteration 105Q: 3 clusters Score -1276017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1276014.500000 Penalty: 911.951782
	Iteration 106Q: 3 clusters Score -1276014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1276016.750000 Penalty: 911.951782
	Iteration 107Q: 3 clusters Score -1276017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1276019.375000 Penalty: 911.951782
	Iteration 108Q: 3 clusters Score -1276019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1276019.250000 Penalty: 911.951782
	Iteration 109Q: 3 clusters Score -1276019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1276017.250000 Penalty: 911.951782
	Iteration 110Q: 3 clusters Score -1276017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1276017.250000 Penalty: 911.951782
	Iteration 111F: 3 clusters Score -1276017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -81897.570312 Penalty: 328.759399
	Iteration 0F: 2 clusters Score -81897.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -80870.171875 Penalty: 657.518799
	Iteration 0F: 3 clusters Score -80870.17 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -81198.828125 Penalty: 657.518799
	Iteration 1F: 3 clusters Score -81198.83 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -81237.921875 Penalty: 657.518799
	Iteration 2F: 3 clusters Score -81237.92 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -81283.812500 Penalty: 657.518799
	Iteration 3Q: 3 clusters Score -81283.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -81324.804688 Penalty: 657.518799
	Iteration 4Q: 3 clusters Score -81324.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -81371.101562 Penalty: 657.518799
	Iteration 5Q: 3 clusters Score -81371.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -81425.937500 Penalty: 657.518799
	Iteration 6Q: 3 clusters Score -81425.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -81470.164062 Penalty: 657.518799
	Iteration 7Q: 3 clusters Score -81470.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -81513.250000 Penalty: 657.518799
	Iteration 8Q: 3 clusters Score -81513.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -81537.906250 Penalty: 657.518799
	Iteration 9Q: 3 clusters Score -81537.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -81547.906250 Penalty: 657.518799
	Iteration 10Q: 3 clusters Score -81547.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -81556.445312 Penalty: 657.518799
	Iteration 11Q: 3 clusters Score -81556.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -81562.234375 Penalty: 657.518799
	Iteration 12Q: 3 clusters Score -81562.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -81565.210938 Penalty: 657.518799
	Iteration 13Q: 3 clusters Score -81565.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -81565.898438 Penalty: 657.518799
	Iteration 14Q: 3 clusters Score -81565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -81566.484375 Penalty: 657.518799
	Iteration 15Q: 3 clusters Score -81566.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -81566.789062 Penalty: 657.518799
	Iteration 16Q: 3 clusters Score -81566.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -81566.960938 Penalty: 657.518799
	Iteration 17Q: 3 clusters Score -81566.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -81567.093750 Penalty: 657.518799
	Iteration 18Q: 3 clusters Score -81567.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -81567.093750 Penalty: 657.518799
	Iteration 19F: 3 clusters Score -81567.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Entering Unmasked Estep 
Score: -2071815.125000 Penalty: 479.833374
	Iteration 0F: 2 clusters Score -2071815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2046255.750000 Penalty: 959.666748
	Iteration 0F: 3 clusters Score -2046256 nChanged 18377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2057149.875000 Penalty: 959.666748
	Iteration 1F: 3 clusters Score -2057150 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2057557.750000 Penalty: 959.666748
	Iteration 2Q: 3 clusters Score -2057558 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2058066.250000 Penalty: 959.666748
	Iteration 3Q: 3 clusters Score -2058066 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2058798.500000 Penalty: 959.666748
	Iteration 4Q: 3 clusters Score -2058798 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2059894.875000 Penalty: 959.666748
	Iteration 5F: 3 clusters Score -2059895 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -2061626.750000 Penalty: 959.666748
	Iteration 6F: 3 clusters Score -2061627 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -2064008.625000 Penalty: 959.666748
	Iteration 7F: 3 clusters Score -2064009 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -2066232.500000 Penalty: 959.666748
	Iteration 8F: 3 clusters Score -2066232 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -2067739.500000 Penalty: 959.666748
	Iteration 9Q: 3 clusters Score -2067740 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -2068643.750000 Penalty: 959.666748
	Iteration 10Q: 3 clusters Score -2068644 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -2069207.875000 Penalty: 959.666748
	Iteration 11Q: 3 clusters Score -2069208 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -2069567.625000 Penalty: 959.666748
	Iteration 12Q: 3 clusters Score -2069568 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -2069786.125000 Penalty: 959.666748
	Iteration 13Q: 3 clusters Score -2069786 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -2069925.625000 Penalty: 959.666748
	Iteration 14Q: 3 clusters Score -2069926 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -2070070.875000 Penalty: 959.666748
	Iteration 15Q: 3 clusters Score -2070071 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -2070205.625000 Penalty: 959.666748
	Iteration 16Q: 3 clusters Score -2070206 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -2070302.500000 Penalty: 959.666748
	Iteration 17Q: 3 clusters Score -2070302 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -2070410.375000 Penalty: 959.666748
	Iteration 18Q: 3 clusters Score -2070410 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -2070510.125000 Penalty: 959.666748
	Iteration 19Q: 3 clusters Score -2070510 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -2070607.875000 Penalty: 959.666748
	Iteration 20F: 3 clusters Score -2070608 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -2070680.000000 Penalty: 959.666748
	Iteration 21Q: 3 clusters Score -2070680 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -2070753.625000 Penalty: 959.666748
	Iteration 22Q: 3 clusters Score -2070754 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -2070830.875000 Penalty: 959.666748
	Iteration 23Q: 3 clusters Score -2070831 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -2070893.125000 Penalty: 959.666748
	Iteration 24Q: 3 clusters Score -2070893 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -2070938.750000 Penalty: 959.666748
	Iteration 25Q: 3 clusters Score -2070939 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -2070977.000000 Penalty: 959.666748
	Iteration 26Q: 3 clusters Score -2070977 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -2071011.750000 Penalty: 959.666748
	Iteration 27Q: 3 clusters Score -2071012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -2071050.125000 Penalty: 959.666748
	Iteration 28Q: 3 clusters Score -2071050 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -2071094.125000 Penalty: 959.666748
	Iteration 29Q: 3 clusters Score -2071094 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -2071140.375000 Penalty: 959.666748
	Iteration 30Q: 3 clusters Score -2071140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -2071166.125000 Penalty: 959.666748
	Iteration 31Q: 3 clusters Score -2071166 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -2071194.625000 Penalty: 959.666748
	Iteration 32Q: 3 clusters Score -2071195 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -2071215.250000 Penalty: 959.666748
	Iteration 33Q: 3 clusters Score -2071215 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -2071243.875000 Penalty: 959.666748
	Iteration 34Q: 3 clusters Score -2071244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -2071261.250000 Penalty: 959.666748
	Iteration 35Q: 3 clusters Score -2071261 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -2071281.375000 Penalty: 959.666748
	Iteration 36Q: 3 clusters Score -2071281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -2071295.250000 Penalty: 959.666748
	Iteration 37Q: 3 clusters Score -2071295 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -2071315.500000 Penalty: 959.666748
	Iteration 38Q: 3 clusters Score -2071316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -2071324.750000 Penalty: 959.666748
	Iteration 39Q: 3 clusters Score -2071325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -2071338.250000 Penalty: 959.666748
	Iteration 40F: 3 clusters Score -2071338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -2071346.750000 Penalty: 959.666748
	Iteration 41Q: 3 clusters Score -2071347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -2071352.750000 Penalty: 959.666748
	Iteration 42Q: 3 clusters Score -2071353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -2071356.625000 Penalty: 959.666748
	Iteration 43Q: 3 clusters Score -2071357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -2071358.875000 Penalty: 959.666748
	Iteration 44Q: 3 clusters Score -2071359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -2071361.500000 Penalty: 959.666748
	Iteration 45Q: 3 clusters Score -2071362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -2071359.750000 Penalty: 959.666748
	Iteration 46Q: 3 clusters Score -2071360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -2071360.750000 Penalty: 959.666748
	Iteration 47Q: 3 clusters Score -2071361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -2071366.125000 Penalty: 959.666748
	Iteration 48Q: 3 clusters Score -2071366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -2071366.625000 Penalty: 959.666748
	Iteration 49Q: 3 clusters Score -2071367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -2071362.500000 Penalty: 959.666748
	Iteration 50Q: 3 clusters Score -2071362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -2071366.250000 Penalty: 959.666748
	Iteration 51Q: 3 clusters Score -2071366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -2071369.375000 Penalty: 959.666748
	Iteration 52Q: 3 clusters Score -2071369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -2071372.625000 Penalty: 959.666748
	Iteration 53Q: 3 clusters Score -2071373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -2071372.000000 Penalty: 959.666748
	Iteration 54Q: 3 clusters Score -2071372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -2071375.250000 Penalty: 959.666748
	Iteration 55Q: 3 clusters Score -2071375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -2071374.750000 Penalty: 959.666748
	Iteration 56Q: 3 clusters Score -2071375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -2071379.375000 Penalty: 959.666748
	Iteration 57Q: 3 clusters Score -2071379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -2071380.875000 Penalty: 959.666748
	Iteration 58Q: 3 clusters Score -2071381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -2071379.375000 Penalty: 959.666748
	Iteration 59Q: 3 clusters Score -2071379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -2071382.250000 Penalty: 959.666748
	Iteration 60F: 3 clusters Score -2071382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -2071387.375000 Penalty: 959.666748
	Iteration 61Q: 3 clusters Score -2071387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -2071388.750000 Penalty: 959.666748
	Iteration 62Q: 3 clusters Score -2071389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -2071390.875000 Penalty: 959.666748
	Iteration 63Q: 3 clusters Score -2071391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -2071396.875000 Penalty: 959.666748
	Iteration 64Q: 3 clusters Score -2071397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -2071397.500000 Penalty: 959.666748
	Iteration 65Q: 3 clusters Score -2071398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -2071405.250000 Penalty: 959.666748
	Iteration 66Q: 3 clusters Score -2071405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -2071412.125000 Penalty: 959.666748
	Iteration 67Q: 3 clusters Score -2071412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -2071412.875000 Penalty: 959.666748
	Iteration 68Q: 3 clusters Score -2071413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -2071415.250000 Penalty: 959.666748
	Iteration 69Q: 3 clusters Score -2071415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -2071415.750000 Penalty: 959.666748
	Iteration 70Q: 3 clusters Score -2071416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -2071418.375000 Penalty: 959.666748
	Iteration 71Q: 3 clusters Score -2071418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -2071415.875000 Penalty: 959.666748
	Iteration 72Q: 3 clusters Score -2071416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -2071418.125000 Penalty: 959.666748
	Iteration 73Q: 3 clusters Score -2071418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -2071418.500000 Penalty: 959.666748
	Iteration 74Q: 3 clusters Score -2071418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -2071420.625000 Penalty: 959.666748
	Iteration 75Q: 3 clusters Score -2071421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -2071421.250000 Penalty: 959.666748
	Iteration 76Q: 3 clusters Score -2071421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -2071420.875000 Penalty: 959.666748
	Iteration 77Q: 3 clusters Score -2071421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -2071423.500000 Penalty: 959.666748
	Iteration 78Q: 3 clusters Score -2071424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -2071426.375000 Penalty: 959.666748
	Iteration 79Q: 3 clusters Score -2071426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -2071422.500000 Penalty: 959.666748
	Iteration 80F: 3 clusters Score -2071422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -2071428.375000 Penalty: 959.666748
	Iteration 81Q: 3 clusters Score -2071428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -2071430.500000 Penalty: 959.666748
	Iteration 82Q: 3 clusters Score -2071430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -2071432.750000 Penalty: 959.666748
	Iteration 83Q: 3 clusters Score -2071433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -2071434.500000 Penalty: 959.666748
	Iteration 84Q: 3 clusters Score -2071434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -2071433.750000 Penalty: 959.666748
	Iteration 85Q: 3 clusters Score -2071434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -2071431.750000 Penalty: 959.666748
	Iteration 86Q: 3 clusters Score -2071432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -2071434.000000 Penalty: 959.666748
	Iteration 87Q: 3 clusters Score -2071434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -2071434.875000 Penalty: 959.666748
	Iteration 88Q: 3 clusters Score -2071435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -2071437.625000 Penalty: 959.666748
	Iteration 89Q: 3 clusters Score -2071438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -2071440.125000 Penalty: 959.666748
	Iteration 90Q: 3 clusters Score -2071440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -2071439.875000 Penalty: 959.666748
	Iteration 91Q: 3 clusters Score -2071440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -2071440.750000 Penalty: 959.666748
	Iteration 92Q: 3 clusters Score -2071441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -2071443.875000 Penalty: 959.666748
	Iteration 93Q: 3 clusters Score -2071444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -2071441.125000 Penalty: 959.666748
	Iteration 94Q: 3 clusters Score -2071441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -2071441.375000 Penalty: 959.666748
	Iteration 95Q: 3 clusters Score -2071441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -2071441.375000 Penalty: 959.666748
	Iteration 96F: 3 clusters Score -2071441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -112298.007812 Penalty: 347.384338
	Iteration 0F: 2 clusters Score -112298 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 1016 members 
Entering Unmasked Estep 
Score: -110810.968750 Penalty: 694.768677
	Iteration 0F: 3 clusters Score -110811 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -111294.554688 Penalty: 694.768677
	Iteration 1F: 3 clusters Score -111294.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -111394.320312 Penalty: 694.768677
	Iteration 2F: 3 clusters Score -111394.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -111495.203125 Penalty: 694.768677
	Iteration 3F: 3 clusters Score -111495.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -111590.031250 Penalty: 694.768677
	Iteration 4F: 3 clusters Score -111590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -111679.257812 Penalty: 694.768677
	Iteration 5F: 3 clusters Score -111679.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -111725.625000 Penalty: 694.768677
	Iteration 6Q: 3 clusters Score -111725.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -111750.335938 Penalty: 694.768677
	Iteration 7Q: 3 clusters Score -111750.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -111767.554688 Penalty: 694.768677
	Iteration 8Q: 3 clusters Score -111767.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -111775.585938 Penalty: 694.768677
	Iteration 9Q: 3 clusters Score -111775.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -111778.351562 Penalty: 694.768677
	Iteration 10Q: 3 clusters Score -111778.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -111779.156250 Penalty: 694.768677
	Iteration 11Q: 3 clusters Score -111779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -111780.289062 Penalty: 694.768677
	Iteration 12Q: 3 clusters Score -111780.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -111782.460938 Penalty: 694.768677
	Iteration 13Q: 3 clusters Score -111782.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -111784.718750 Penalty: 694.768677
	Iteration 14Q: 3 clusters Score -111784.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -111786.804688 Penalty: 694.768677
	Iteration 15Q: 3 clusters Score -111786.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -111788.328125 Penalty: 694.768677
	Iteration 16Q: 3 clusters Score -111788.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -111791.507812 Penalty: 694.768677
	Iteration 17Q: 3 clusters Score -111791.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -111795.523438 Penalty: 694.768677
	Iteration 18Q: 3 clusters Score -111795.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -111799.476562 Penalty: 694.768677
	Iteration 19Q: 3 clusters Score -111799.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -111802.265625 Penalty: 694.768677
	Iteration 20F: 3 clusters Score -111802.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -111805.250000 Penalty: 694.768677
	Iteration 21Q: 3 clusters Score -111805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -111807.976562 Penalty: 694.768677
	Iteration 22Q: 3 clusters Score -111808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -111809.687500 Penalty: 694.768677
	Iteration 23Q: 3 clusters Score -111809.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -111812.382812 Penalty: 694.768677
	Iteration 24Q: 3 clusters Score -111812.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -111814.226562 Penalty: 694.768677
	Iteration 25Q: 3 clusters Score -111814.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -111817.445312 Penalty: 694.768677
	Iteration 26Q: 3 clusters Score -111817.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -111819.929688 Penalty: 694.768677
	Iteration 27Q: 3 clusters Score -111819.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -111823.398438 Penalty: 694.768677
	Iteration 28Q: 3 clusters Score -111823.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -111826.859375 Penalty: 694.768677
	Iteration 29Q: 3 clusters Score -111826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -111832.750000 Penalty: 694.768677
	Iteration 30Q: 3 clusters Score -111832.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -111841.039062 Penalty: 694.768677
	Iteration 31Q: 3 clusters Score -111841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -111853.359375 Penalty: 694.768677
	Iteration 32Q: 3 clusters Score -111853.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -111866.101562 Penalty: 694.768677
	Iteration 33Q: 3 clusters Score -111866.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -111872.531250 Penalty: 694.768677
	Iteration 34Q: 3 clusters Score -111872.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -111877.179688 Penalty: 694.768677
	Iteration 35Q: 3 clusters Score -111877.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -111881.156250 Penalty: 694.768677
	Iteration 36Q: 3 clusters Score -111881.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -111883.445312 Penalty: 694.768677
	Iteration 37Q: 3 clusters Score -111883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -111885.171875 Penalty: 694.768677
	Iteration 38Q: 3 clusters Score -111885.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -111886.398438 Penalty: 694.768677
	Iteration 39Q: 3 clusters Score -111886.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -111887.007812 Penalty: 694.768677
	Iteration 40F: 3 clusters Score -111887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -111887.101562 Penalty: 694.768677
	Iteration 41Q: 3 clusters Score -111887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -111887.289062 Penalty: 694.768677
	Iteration 42Q: 3 clusters Score -111887.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -111887.539062 Penalty: 694.768677
	Iteration 43Q: 3 clusters Score -111887.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -111888.375000 Penalty: 694.768677
	Iteration 44Q: 3 clusters Score -111888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -111889.375000 Penalty: 694.768677
	Iteration 45Q: 3 clusters Score -111889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -111890.210938 Penalty: 694.768677
	Iteration 46Q: 3 clusters Score -111890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -111890.414062 Penalty: 694.768677
	Iteration 47Q: 3 clusters Score -111890.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -111890.414062 Penalty: 694.768677
	Iteration 48F: 3 clusters Score -111890.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (104116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Entering Unmasked Estep 
Score: -5735538.000000 Penalty: 525.673340
	Iteration 0F: 2 clusters Score -5735538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -5668137.500000 Penalty: 1051.346680
	Iteration 0F: 3 clusters Score -5668138 nChanged 50935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -5699813.500000 Penalty: 1051.346680
	Iteration 1F: 3 clusters Score -5699814 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -5701566.000000 Penalty: 1051.346680
	Iteration 2Q: 3 clusters Score -5701566 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 67046 members 
Entering Unmasked Estep 
Score: -5704403.500000 Penalty: 1051.346680
	Iteration 3F: 3 clusters Score -5704404 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -5708662.000000 Penalty: 1051.346680
	Iteration 4F: 3 clusters Score -5708662 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -5715036.500000 Penalty: 1051.346680
	Iteration 5F: 3 clusters Score -5715036 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -5722347.000000 Penalty: 1051.346680
	Iteration 6F: 3 clusters Score -5722347 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
Score: -5728628.000000 Penalty: 1051.346680
	Iteration 7F: 3 clusters Score -5728628 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 101447 members 
Entering Unmasked Estep 
Score: -5732628.500000 Penalty: 1051.346680
	Iteration 8Q: 3 clusters Score -5732628 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 103119 members 
Entering Unmasked Estep 
Score: -5734227.000000 Penalty: 1051.346680
	Iteration 9Q: 3 clusters Score -5734227 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 103664 members 
Entering Unmasked Estep 
Score: -5734731.000000 Penalty: 1051.346680
	Iteration 10Q: 3 clusters Score -5734731 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 103838 members 
Entering Unmasked Estep 
Score: -5734920.500000 Penalty: 1051.346680
	Iteration 11Q: 3 clusters Score -5734920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 103888 members 
Entering Unmasked Estep 
Score: -5734993.500000 Penalty: 1051.346680
	Iteration 12Q: 3 clusters Score -5734994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 103915 members 
Entering Unmasked Estep 
Score: -5735033.000000 Penalty: 1051.346680
	Iteration 13Q: 3 clusters Score -5735033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 103926 members 
Entering Unmasked Estep 
Score: -5735045.000000 Penalty: 1051.346680
	Iteration 14Q: 3 clusters Score -5735045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 103930 members 
Entering Unmasked Estep 
Score: -5735056.500000 Penalty: 1051.346680
	Iteration 15Q: 3 clusters Score -5735056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 103931 members 
Entering Unmasked Estep 
Score: -5735071.000000 Penalty: 1051.346680
	Iteration 16Q: 3 clusters Score -5735071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 103935 members 
Entering Unmasked Estep 
Score: -5735080.500000 Penalty: 1051.346680
	Iteration 17Q: 3 clusters Score -5735080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -5735085.500000 Penalty: 1051.346680
	Iteration 18Q: 3 clusters Score -5735086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 103942 members 
Entering Unmasked Estep 
Score: -5735088.000000 Penalty: 1051.346680
	Iteration 19Q: 3 clusters Score -5735088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -5735097.500000 Penalty: 1051.346680
	Iteration 20F: 3 clusters Score -5735098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 103944 members 
Entering Unmasked Estep 
Score: -5735102.500000 Penalty: 1051.346680
	Iteration 21Q: 3 clusters Score -5735102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 103942 members 
Entering Unmasked Estep 
Score: -5735105.000000 Penalty: 1051.346680
	Iteration 22Q: 3 clusters Score -5735105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -5735099.000000 Penalty: 1051.346680
	Iteration 23Q: 3 clusters Score -5735099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -5735100.000000 Penalty: 1051.346680
	Iteration 24Q: 3 clusters Score -5735100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -5735100.000000 Penalty: 1051.346680
	Iteration 25F: 3 clusters Score -5735100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Entering Unmasked Estep 
Score: -4131060.500000 Penalty: 512.226990
	Iteration 0F: 2 clusters Score -4131060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -4078994.250000 Penalty: 1024.453979
	Iteration 0F: 3 clusters Score -4078994 nChanged 37616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -4102131.000000 Penalty: 1024.453979
	Iteration 1F: 3 clusters Score -4102131 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -4103819.750000 Penalty: 1024.453979
	Iteration 2F: 3 clusters Score -4103820 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -4106978.000000 Penalty: 1024.453979
	Iteration 3F: 3 clusters Score -4106978 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -4111964.500000 Penalty: 1024.453979
	Iteration 4F: 3 clusters Score -4111964 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -4118227.750000 Penalty: 1024.453979
	Iteration 5F: 3 clusters Score -4118228 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 68499 members 
Entering Unmasked Estep 
Score: -4123546.250000 Penalty: 1024.453979
	Iteration 6F: 3 clusters Score -4123546 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -4126515.750000 Penalty: 1024.453979
	Iteration 7Q: 3 clusters Score -4126516 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -4128033.750000 Penalty: 1024.453979
	Iteration 8Q: 3 clusters Score -4128034 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -4128891.000000 Penalty: 1024.453979
	Iteration 9Q: 3 clusters Score -4128891 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -4129390.500000 Penalty: 1024.453979
	Iteration 10Q: 3 clusters Score -4129390 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -4129764.250000 Penalty: 1024.453979
	Iteration 11Q: 3 clusters Score -4129764 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 75813 members 
Entering Unmasked Estep 
Score: -4130015.000000 Penalty: 1024.453979
	Iteration 12Q: 3 clusters Score -4130015 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 76112 members 
Entering Unmasked Estep 
Score: -4130173.750000 Penalty: 1024.453979
	Iteration 13Q: 3 clusters Score -4130174 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -4130286.250000 Penalty: 1024.453979
	Iteration 14Q: 3 clusters Score -4130286 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -4130357.250000 Penalty: 1024.453979
	Iteration 15Q: 3 clusters Score -4130357 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -4130402.000000 Penalty: 1024.453979
	Iteration 16Q: 3 clusters Score -4130402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -4130447.500000 Penalty: 1024.453979
	Iteration 17Q: 3 clusters Score -4130448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 76911 members 
Entering Unmasked Estep 
Score: -4130493.500000 Penalty: 1024.453979
	Iteration 18Q: 3 clusters Score -4130494 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -4130532.250000 Penalty: 1024.453979
	Iteration 19Q: 3 clusters Score -4130532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 77040 members 
Entering Unmasked Estep 
Score: -4130548.250000 Penalty: 1024.453979
	Iteration 20F: 3 clusters Score -4130548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -4130567.500000 Penalty: 1024.453979
	Iteration 21Q: 3 clusters Score -4130568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -4130574.000000 Penalty: 1024.453979
	Iteration 22Q: 3 clusters Score -4130574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -4130572.750000 Penalty: 1024.453979
	Iteration 23Q: 3 clusters Score -4130573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 77176 members 
Entering Unmasked Estep 
Score: -4130580.500000 Penalty: 1024.453979
	Iteration 24Q: 3 clusters Score -4130580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -4130593.250000 Penalty: 1024.453979
	Iteration 25Q: 3 clusters Score -4130593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -4130599.000000 Penalty: 1024.453979
	Iteration 26Q: 3 clusters Score -4130599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -4130604.250000 Penalty: 1024.453979
	Iteration 27Q: 3 clusters Score -4130604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -4130612.750000 Penalty: 1024.453979
	Iteration 28Q: 3 clusters Score -4130613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -4130611.750000 Penalty: 1024.453979
	Iteration 29Q: 3 clusters Score -4130612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -4130614.000000 Penalty: 1024.453979
	Iteration 30Q: 3 clusters Score -4130614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -4130624.000000 Penalty: 1024.453979
	Iteration 31Q: 3 clusters Score -4130624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 77276 members 
Entering Unmasked Estep 
Score: -4130629.000000 Penalty: 1024.453979
	Iteration 32Q: 3 clusters Score -4130629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 77280 members 
Entering Unmasked Estep 
Score: -4130630.000000 Penalty: 1024.453979
	Iteration 33Q: 3 clusters Score -4130630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -4130628.000000 Penalty: 1024.453979
	Iteration 34Q: 3 clusters Score -4130628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -4130632.750000 Penalty: 1024.453979
	Iteration 35Q: 3 clusters Score -4130633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -4130633.750000 Penalty: 1024.453979
	Iteration 36Q: 3 clusters Score -4130634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 77298 members 
Entering Unmasked Estep 
Score: -4130633.000000 Penalty: 1024.453979
	Iteration 37Q: 3 clusters Score -4130633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -4130637.000000 Penalty: 1024.453979
	Iteration 38Q: 3 clusters Score -4130637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -4130637.000000 Penalty: 1024.453979
	Iteration 39Q: 3 clusters Score -4130637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -4130634.250000 Penalty: 1024.453979
	Iteration 40F: 3 clusters Score -4130634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Entering Unmasked Estep 
Score: -135358.828125 Penalty: 357.215149
	Iteration 0F: 2 clusters Score -135358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -133568.765625 Penalty: 714.430298
	Iteration 0F: 3 clusters Score -133568.8 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -134246.687500 Penalty: 714.430298
	Iteration 1F: 3 clusters Score -134246.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -134430.687500 Penalty: 714.430298
	Iteration 2F: 3 clusters Score -134430.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -134633.781250 Penalty: 714.430298
	Iteration 3F: 3 clusters Score -134633.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -134790.031250 Penalty: 714.430298
	Iteration 4F: 3 clusters Score -134790 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -134867.281250 Penalty: 714.430298
	Iteration 5Q: 3 clusters Score -134867.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -134899.703125 Penalty: 714.430298
	Iteration 6Q: 3 clusters Score -134899.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -134913.531250 Penalty: 714.430298
	Iteration 7Q: 3 clusters Score -134913.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -134918.906250 Penalty: 714.430298
	Iteration 8Q: 3 clusters Score -134918.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -134923.093750 Penalty: 714.430298
	Iteration 9Q: 3 clusters Score -134923.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -134925.078125 Penalty: 714.430298
	Iteration 10Q: 3 clusters Score -134925.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -134925.906250 Penalty: 714.430298
	Iteration 11Q: 3 clusters Score -134925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -134926.609375 Penalty: 714.430298
	Iteration 12Q: 3 clusters Score -134926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -134926.562500 Penalty: 714.430298
	Iteration 13Q: 3 clusters Score -134926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -134926.562500 Penalty: 714.430298
	Iteration 14F: 3 clusters Score -134926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Entering Unmasked Estep 
Score: -2123260.000000 Penalty: 479.433105
	Iteration 0F: 2 clusters Score -2123260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2097942.500000 Penalty: 958.866211
	Iteration 0F: 3 clusters Score -2097942 nChanged 18208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2108948.000000 Penalty: 958.866211
	Iteration 1F: 3 clusters Score -2108948 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2109322.500000 Penalty: 958.866211
	Iteration 2Q: 3 clusters Score -2109322 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2109787.000000 Penalty: 958.866211
	Iteration 3Q: 3 clusters Score -2109787 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -2110514.750000 Penalty: 958.866211
	Iteration 4Q: 3 clusters Score -2110515 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -2111791.500000 Penalty: 958.866211
	Iteration 5F: 3 clusters Score -2111792 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -2114082.000000 Penalty: 958.866211
	Iteration 6F: 3 clusters Score -2114082 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -2117448.500000 Penalty: 958.866211
	Iteration 7F: 3 clusters Score -2117448 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -2120594.000000 Penalty: 958.866211
	Iteration 8F: 3 clusters Score -2120594 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -2122215.500000 Penalty: 958.866211
	Iteration 9Q: 3 clusters Score -2122216 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -2122678.000000 Penalty: 958.866211
	Iteration 10Q: 3 clusters Score -2122678 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -2122782.500000 Penalty: 958.866211
	Iteration 11Q: 3 clusters Score -2122782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -2122807.750000 Penalty: 958.866211
	Iteration 12Q: 3 clusters Score -2122808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -2122818.750000 Penalty: 958.866211
	Iteration 13Q: 3 clusters Score -2122819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -2122823.250000 Penalty: 958.866211
	Iteration 14Q: 3 clusters Score -2122823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -2122830.000000 Penalty: 958.866211
	Iteration 15Q: 3 clusters Score -2122830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -2122832.000000 Penalty: 958.866211
	Iteration 16Q: 3 clusters Score -2122832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -2122832.000000 Penalty: 958.866211
	Iteration 17F: 3 clusters Score -2122832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Entering Unmasked Estep 
Score: -501316.062500 Penalty: 412.786346
	Iteration 0F: 2 clusters Score -501316.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -495516.437500 Penalty: 825.572693
	Iteration 0F: 3 clusters Score -495516.4 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -497900.375000 Penalty: 825.572693
	Iteration 1F: 3 clusters Score -497900.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -498237.156250 Penalty: 825.572693
	Iteration 2F: 3 clusters Score -498237.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -498730.500000 Penalty: 825.572693
	Iteration 3F: 3 clusters Score -498730.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -499359.093750 Penalty: 825.572693
	Iteration 4F: 3 clusters Score -499359.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -499916.687500 Penalty: 825.572693
	Iteration 5F: 3 clusters Score -499916.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -500178.562500 Penalty: 825.572693
	Iteration 6Q: 3 clusters Score -500178.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -500293.218750 Penalty: 825.572693
	Iteration 7Q: 3 clusters Score -500293.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -500353.156250 Penalty: 825.572693
	Iteration 8Q: 3 clusters Score -500353.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -500408.500000 Penalty: 825.572693
	Iteration 9Q: 3 clusters Score -500408.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -500448.562500 Penalty: 825.572693
	Iteration 10Q: 3 clusters Score -500448.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -500477.250000 Penalty: 825.572693
	Iteration 11Q: 3 clusters Score -500477.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -500506.531250 Penalty: 825.572693
	Iteration 12Q: 3 clusters Score -500506.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -500531.093750 Penalty: 825.572693
	Iteration 13Q: 3 clusters Score -500531.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -500552.281250 Penalty: 825.572693
	Iteration 14Q: 3 clusters Score -500552.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -500571.843750 Penalty: 825.572693
	Iteration 15Q: 3 clusters Score -500571.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -500591.656250 Penalty: 825.572693
	Iteration 16Q: 3 clusters Score -500591.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -500616.437500 Penalty: 825.572693
	Iteration 17Q: 3 clusters Score -500616.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -500638.187500 Penalty: 825.572693
	Iteration 18Q: 3 clusters Score -500638.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -500654.468750 Penalty: 825.572693
	Iteration 19Q: 3 clusters Score -500654.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -500669.906250 Penalty: 825.572693
	Iteration 20F: 3 clusters Score -500669.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -500685.687500 Penalty: 825.572693
	Iteration 21Q: 3 clusters Score -500685.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -500700.968750 Penalty: 825.572693
	Iteration 22Q: 3 clusters Score -500701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -500720.343750 Penalty: 825.572693
	Iteration 23Q: 3 clusters Score -500720.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -500734.656250 Penalty: 825.572693
	Iteration 24Q: 3 clusters Score -500734.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -500746.593750 Penalty: 825.572693
	Iteration 25Q: 3 clusters Score -500746.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -500755.093750 Penalty: 825.572693
	Iteration 26Q: 3 clusters Score -500755.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -500760.062500 Penalty: 825.572693
	Iteration 27Q: 3 clusters Score -500760.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -500766.687500 Penalty: 825.572693
	Iteration 28Q: 3 clusters Score -500766.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -500777.375000 Penalty: 825.572693
	Iteration 29Q: 3 clusters Score -500777.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -500788.593750 Penalty: 825.572693
	Iteration 30Q: 3 clusters Score -500788.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -500799.375000 Penalty: 825.572693
	Iteration 31Q: 3 clusters Score -500799.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -500813.125000 Penalty: 825.572693
	Iteration 32Q: 3 clusters Score -500813.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -500828.343750 Penalty: 825.572693
	Iteration 33Q: 3 clusters Score -500828.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -500837.000000 Penalty: 825.572693
	Iteration 34Q: 3 clusters Score -500837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -500844.812500 Penalty: 825.572693
	Iteration 35Q: 3 clusters Score -500844.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -500850.906250 Penalty: 825.572693
	Iteration 36Q: 3 clusters Score -500850.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -500857.000000 Penalty: 825.572693
	Iteration 37Q: 3 clusters Score -500857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -500865.062500 Penalty: 825.572693
	Iteration 38Q: 3 clusters Score -500865.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -500872.593750 Penalty: 825.572693
	Iteration 39Q: 3 clusters Score -500872.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -500875.781250 Penalty: 825.572693
	Iteration 40F: 3 clusters Score -500875.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -500877.250000 Penalty: 825.572693
	Iteration 41Q: 3 clusters Score -500877.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -500877.781250 Penalty: 825.572693
	Iteration 42Q: 3 clusters Score -500877.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -500879.843750 Penalty: 825.572693
	Iteration 43Q: 3 clusters Score -500879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -500879.656250 Penalty: 825.572693
	Iteration 44Q: 3 clusters Score -500879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -500879.750000 Penalty: 825.572693
	Iteration 45Q: 3 clusters Score -500879.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -500881.156250 Penalty: 825.572693
	Iteration 46Q: 3 clusters Score -500881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -500881.562500 Penalty: 825.572693
	Iteration 47Q: 3 clusters Score -500881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -500883.312500 Penalty: 825.572693
	Iteration 48Q: 3 clusters Score -500883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -500883.812500 Penalty: 825.572693
	Iteration 49Q: 3 clusters Score -500883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -500885.125000 Penalty: 825.572693
	Iteration 50Q: 3 clusters Score -500885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -500885.500000 Penalty: 825.572693
	Iteration 51Q: 3 clusters Score -500885.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -500887.312500 Penalty: 825.572693
	Iteration 52Q: 3 clusters Score -500887.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -500888.375000 Penalty: 825.572693
	Iteration 53Q: 3 clusters Score -500888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -500890.687500 Penalty: 825.572693
	Iteration 54Q: 3 clusters Score -500890.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -500892.375000 Penalty: 825.572693
	Iteration 55Q: 3 clusters Score -500892.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -500892.906250 Penalty: 825.572693
	Iteration 56Q: 3 clusters Score -500892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -500893.343750 Penalty: 825.572693
	Iteration 57Q: 3 clusters Score -500893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -500893.343750 Penalty: 825.572693
	Iteration 58F: 3 clusters Score -500893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Entering Unmasked Estep 
Score: -2921150.000000 Penalty: 495.413208
	Iteration 0F: 2 clusters Score -2921150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -2885353.500000 Penalty: 990.826416
	Iteration 0F: 3 clusters Score -2885354 nChanged 25722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -2900846.750000 Penalty: 990.826416
	Iteration 1F: 3 clusters Score -2900847 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -2901429.750000 Penalty: 990.826416
	Iteration 2Q: 3 clusters Score -2901430 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -2902089.000000 Penalty: 990.826416
	Iteration 3Q: 3 clusters Score -2902089 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -2903011.000000 Penalty: 990.826416
	Iteration 4Q: 3 clusters Score -2903011 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -2904583.250000 Penalty: 990.826416
	Iteration 5F: 3 clusters Score -2904583 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -2907223.250000 Penalty: 990.826416
	Iteration 6F: 3 clusters Score -2907223 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -2911040.000000 Penalty: 990.826416
	Iteration 7F: 3 clusters Score -2911040 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -2915198.000000 Penalty: 990.826416
	Iteration 8F: 3 clusters Score -2915198 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -2918349.000000 Penalty: 990.826416
	Iteration 9F: 3 clusters Score -2918349 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -2919904.000000 Penalty: 990.826416
	Iteration 10Q: 3 clusters Score -2919904 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -2920491.000000 Penalty: 990.826416
	Iteration 11Q: 3 clusters Score -2920491 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -2920624.000000 Penalty: 990.826416
	Iteration 12Q: 3 clusters Score -2920624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -2920671.000000 Penalty: 990.826416
	Iteration 13Q: 3 clusters Score -2920671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -2920687.750000 Penalty: 990.826416
	Iteration 14Q: 3 clusters Score -2920688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -2920691.250000 Penalty: 990.826416
	Iteration 15Q: 3 clusters Score -2920691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -2920690.000000 Penalty: 990.826416
	Iteration 16Q: 3 clusters Score -2920690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -2920691.500000 Penalty: 990.826416
	Iteration 17Q: 3 clusters Score -2920692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -2920691.250000 Penalty: 990.826416
	Iteration 18Q: 3 clusters Score -2920691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -2920691.250000 Penalty: 990.826416
	Iteration 19F: 3 clusters Score -2920691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Entering Unmasked Estep 
Score: -245017.937500 Penalty: 385.054535
	Iteration 0F: 2 clusters Score -245017.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -241834.921875 Penalty: 770.109070
	Iteration 0F: 3 clusters Score -241834.9 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -242942.218750 Penalty: 770.109070
	Iteration 1F: 3 clusters Score -242942.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -243039.515625 Penalty: 770.109070
	Iteration 2F: 3 clusters Score -243039.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -243132.296875 Penalty: 770.109070
	Iteration 3Q: 3 clusters Score -243132.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -243254.312500 Penalty: 770.109070
	Iteration 4Q: 3 clusters Score -243254.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -243424.421875 Penalty: 770.109070
	Iteration 5F: 3 clusters Score -243424.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -243641.265625 Penalty: 770.109070
	Iteration 6F: 3 clusters Score -243641.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -243892.906250 Penalty: 770.109070
	Iteration 7F: 3 clusters Score -243892.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -244185.093750 Penalty: 770.109070
	Iteration 8F: 3 clusters Score -244185.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -244461.453125 Penalty: 770.109070
	Iteration 9F: 3 clusters Score -244461.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -244650.515625 Penalty: 770.109070
	Iteration 10Q: 3 clusters Score -244650.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -244766.640625 Penalty: 770.109070
	Iteration 11Q: 3 clusters Score -244766.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -244848.156250 Penalty: 770.109070
	Iteration 12Q: 3 clusters Score -244848.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -244895.093750 Penalty: 770.109070
	Iteration 13Q: 3 clusters Score -244895.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -244911.984375 Penalty: 770.109070
	Iteration 14Q: 3 clusters Score -244912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -244922.234375 Penalty: 770.109070
	Iteration 15Q: 3 clusters Score -244922.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -244940.718750 Penalty: 770.109070
	Iteration 16Q: 3 clusters Score -244940.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -244956.109375 Penalty: 770.109070
	Iteration 17Q: 3 clusters Score -244956.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -244965.265625 Penalty: 770.109070
	Iteration 18Q: 3 clusters Score -244965.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -244968.109375 Penalty: 770.109070
	Iteration 19Q: 3 clusters Score -244968.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -244968.937500 Penalty: 770.109070
	Iteration 20F: 3 clusters Score -244968.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -244970.109375 Penalty: 770.109070
	Iteration 21Q: 3 clusters Score -244970.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -244971.984375 Penalty: 770.109070
	Iteration 22Q: 3 clusters Score -244972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -244973.421875 Penalty: 770.109070
	Iteration 23Q: 3 clusters Score -244973.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -244974.140625 Penalty: 770.109070
	Iteration 24Q: 3 clusters Score -244974.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -244974.765625 Penalty: 770.109070
	Iteration 25Q: 3 clusters Score -244974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -244974.468750 Penalty: 770.109070
	Iteration 26Q: 3 clusters Score -244974.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -244974.578125 Penalty: 770.109070
	Iteration 27Q: 3 clusters Score -244974.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -244974.578125 Penalty: 770.109070
	Iteration 28F: 3 clusters Score -244974.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Entering Unmasked Estep 
Score: -100886.726562 Penalty: 342.022461
	Iteration 0F: 2 clusters Score -100886.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -99541.351562 Penalty: 684.044922
	Iteration 0F: 3 clusters Score -99541.35 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -99984.929688 Penalty: 684.044922
	Iteration 1F: 3 clusters Score -99984.93 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -100019.000000 Penalty: 684.044922
	Iteration 2F: 3 clusters Score -100019 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -100044.179688 Penalty: 684.044922
	Iteration 3Q: 3 clusters Score -100044.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -100064.890625 Penalty: 684.044922
	Iteration 4Q: 3 clusters Score -100064.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -100084.312500 Penalty: 684.044922
	Iteration 5Q: 3 clusters Score -100084.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -100106.226562 Penalty: 684.044922
	Iteration 6Q: 3 clusters Score -100106.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -100131.914062 Penalty: 684.044922
	Iteration 7Q: 3 clusters Score -100131.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -100158.015625 Penalty: 684.044922
	Iteration 8Q: 3 clusters Score -100158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -100180.968750 Penalty: 684.044922
	Iteration 9Q: 3 clusters Score -100181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -100206.734375 Penalty: 684.044922
	Iteration 10Q: 3 clusters Score -100206.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -100243.023438 Penalty: 684.044922
	Iteration 11Q: 3 clusters Score -100243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -100290.375000 Penalty: 684.044922
	Iteration 12Q: 3 clusters Score -100290.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -100365.046875 Penalty: 684.044922
	Iteration 13Q: 3 clusters Score -100365 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -100428.937500 Penalty: 684.044922
	Iteration 14Q: 3 clusters Score -100428.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -100482.382812 Penalty: 684.044922
	Iteration 15Q: 3 clusters Score -100482.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -100534.703125 Penalty: 684.044922
	Iteration 16Q: 3 clusters Score -100534.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -100587.429688 Penalty: 684.044922
	Iteration 17Q: 3 clusters Score -100587.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -100617.914062 Penalty: 684.044922
	Iteration 18Q: 3 clusters Score -100617.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -100632.625000 Penalty: 684.044922
	Iteration 19Q: 3 clusters Score -100632.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -100640.843750 Penalty: 684.044922
	Iteration 20F: 3 clusters Score -100640.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -100649.140625 Penalty: 684.044922
	Iteration 21Q: 3 clusters Score -100649.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -100656.335938 Penalty: 684.044922
	Iteration 22Q: 3 clusters Score -100656.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -100660.820312 Penalty: 684.044922
	Iteration 23Q: 3 clusters Score -100660.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -100664.179688 Penalty: 684.044922
	Iteration 24Q: 3 clusters Score -100664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -100669.242188 Penalty: 684.044922
	Iteration 25Q: 3 clusters Score -100669.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -100675.125000 Penalty: 684.044922
	Iteration 26Q: 3 clusters Score -100675.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -100680.757812 Penalty: 684.044922
	Iteration 27Q: 3 clusters Score -100680.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -100684.500000 Penalty: 684.044922
	Iteration 28Q: 3 clusters Score -100684.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -100687.164062 Penalty: 684.044922
	Iteration 29Q: 3 clusters Score -100687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -100689.054688 Penalty: 684.044922
	Iteration 30Q: 3 clusters Score -100689.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -100690.296875 Penalty: 684.044922
	Iteration 31Q: 3 clusters Score -100690.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -100690.835938 Penalty: 684.044922
	Iteration 32Q: 3 clusters Score -100690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -100691.523438 Penalty: 684.044922
	Iteration 33Q: 3 clusters Score -100691.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -100692.203125 Penalty: 684.044922
	Iteration 34Q: 3 clusters Score -100692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -100692.453125 Penalty: 684.044922
	Iteration 35Q: 3 clusters Score -100692.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -100692.453125 Penalty: 684.044922
	Iteration 36F: 3 clusters Score -100692.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -72936.132812 Penalty: 327.038422
	Iteration 0F: 2 clusters Score -72936.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -71895.414062 Penalty: 654.076843
	Iteration 0F: 3 clusters Score -71895.41 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -72209.500000 Penalty: 654.076843
	Iteration 1F: 3 clusters Score -72209.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -72275.937500 Penalty: 654.076843
	Iteration 2F: 3 clusters Score -72275.94 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -72321.078125 Penalty: 654.076843
	Iteration 3F: 3 clusters Score -72321.08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -72349.195312 Penalty: 654.076843
	Iteration 4Q: 3 clusters Score -72349.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -72375.210938 Penalty: 654.076843
	Iteration 5Q: 3 clusters Score -72375.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -72400.585938 Penalty: 654.076843
	Iteration 6Q: 3 clusters Score -72400.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -72419.812500 Penalty: 654.076843
	Iteration 7Q: 3 clusters Score -72419.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -72440.187500 Penalty: 654.076843
	Iteration 8Q: 3 clusters Score -72440.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -72461.695312 Penalty: 654.076843
	Iteration 9Q: 3 clusters Score -72461.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -72482.585938 Penalty: 654.076843
	Iteration 10Q: 3 clusters Score -72482.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -72507.250000 Penalty: 654.076843
	Iteration 11Q: 3 clusters Score -72507.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -72533.242188 Penalty: 654.076843
	Iteration 12Q: 3 clusters Score -72533.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -72550.070312 Penalty: 654.076843
	Iteration 13Q: 3 clusters Score -72550.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -72566.179688 Penalty: 654.076843
	Iteration 14Q: 3 clusters Score -72566.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -72583.890625 Penalty: 654.076843
	Iteration 15Q: 3 clusters Score -72583.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -72605.218750 Penalty: 654.076843
	Iteration 16Q: 3 clusters Score -72605.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -72619.976562 Penalty: 654.076843
	Iteration 17Q: 3 clusters Score -72619.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -72629.242188 Penalty: 654.076843
	Iteration 18Q: 3 clusters Score -72629.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -72636.609375 Penalty: 654.076843
	Iteration 19Q: 3 clusters Score -72636.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -72640.375000 Penalty: 654.076843
	Iteration 20F: 3 clusters Score -72640.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -72643.460938 Penalty: 654.076843
	Iteration 21Q: 3 clusters Score -72643.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -72647.218750 Penalty: 654.076843
	Iteration 22Q: 3 clusters Score -72647.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -72649.804688 Penalty: 654.076843
	Iteration 23Q: 3 clusters Score -72649.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -72651.882812 Penalty: 654.076843
	Iteration 24Q: 3 clusters Score -72651.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -72658.289062 Penalty: 654.076843
	Iteration 25Q: 3 clusters Score -72658.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -72661.398438 Penalty: 654.076843
	Iteration 26Q: 3 clusters Score -72661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -72663.210938 Penalty: 654.076843
	Iteration 27Q: 3 clusters Score -72663.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -72663.210938 Penalty: 654.076843
	Iteration 28F: 3 clusters Score -72663.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Entering Unmasked Estep 
Score: -83836.648438 Penalty: 335.144470
	Iteration 0F: 2 clusters Score -83836.65 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 812 members 
Entering Unmasked Estep 
Score: -82643.890625 Penalty: 670.288940
	Iteration 0F: 3 clusters Score -82643.89 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -83061.039062 Penalty: 670.288940
	Iteration 1F: 3 clusters Score -83061.04 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -83234.937500 Penalty: 670.288940
	Iteration 2F: 3 clusters Score -83234.94 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -83386.921875 Penalty: 670.288940
	Iteration 3F: 3 clusters Score -83386.92 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -83508.867188 Penalty: 670.288940
	Iteration 4F: 3 clusters Score -83508.87 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -83603.757812 Penalty: 670.288940
	Iteration 5F: 3 clusters Score -83603.76 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -83688.109375 Penalty: 670.288940
	Iteration 6Q: 3 clusters Score -83688.11 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -83742.210938 Penalty: 670.288940
	Iteration 7Q: 3 clusters Score -83742.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -83772.695312 Penalty: 670.288940
	Iteration 8Q: 3 clusters Score -83772.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -83786.304688 Penalty: 670.288940
	Iteration 9Q: 3 clusters Score -83786.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -83788.039062 Penalty: 670.288940
	Iteration 10Q: 3 clusters Score -83788.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -83789.226562 Penalty: 670.288940
	Iteration 11Q: 3 clusters Score -83789.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -83790.148438 Penalty: 670.288940
	Iteration 12Q: 3 clusters Score -83790.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -83792.023438 Penalty: 670.288940
	Iteration 13Q: 3 clusters Score -83792.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -83793.296875 Penalty: 670.288940
	Iteration 14Q: 3 clusters Score -83793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -83794.085938 Penalty: 670.288940
	Iteration 15Q: 3 clusters Score -83794.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -83794.546875 Penalty: 670.288940
	Iteration 16Q: 3 clusters Score -83794.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -83794.546875 Penalty: 670.288940
	Iteration 17F: 3 clusters Score -83794.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -79558.812500 Penalty: 337.088135
	Iteration 0F: 2 clusters Score -79558.81 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 803 members 
Entering Unmasked Estep 
Score: -78370.726562 Penalty: 674.176270
	Iteration 0F: 3 clusters Score -78370.73 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -78729.867188 Penalty: 674.176270
	Iteration 1F: 3 clusters Score -78729.87 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -78787.671875 Penalty: 674.176270
	Iteration 2F: 3 clusters Score -78787.67 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -78852.382812 Penalty: 674.176270
	Iteration 3F: 3 clusters Score -78852.38 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -78912.726562 Penalty: 674.176270
	Iteration 4F: 3 clusters Score -78912.73 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -78957.523438 Penalty: 674.176270
	Iteration 5F: 3 clusters Score -78957.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -78978.125000 Penalty: 674.176270
	Iteration 6Q: 3 clusters Score -78978.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -78988.625000 Penalty: 674.176270
	Iteration 7Q: 3 clusters Score -78988.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -78995.906250 Penalty: 674.176270
	Iteration 8Q: 3 clusters Score -78995.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -79004.351562 Penalty: 674.176270
	Iteration 9Q: 3 clusters Score -79004.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -79013.031250 Penalty: 674.176270
	Iteration 10Q: 3 clusters Score -79013.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -79022.250000 Penalty: 674.176270
	Iteration 11Q: 3 clusters Score -79022.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -79036.460938 Penalty: 674.176270
	Iteration 12Q: 3 clusters Score -79036.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -79053.500000 Penalty: 674.176270
	Iteration 13Q: 3 clusters Score -79053.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -79063.750000 Penalty: 674.176270
	Iteration 14Q: 3 clusters Score -79063.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -79075.835938 Penalty: 674.176270
	Iteration 15Q: 3 clusters Score -79075.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -79087.257812 Penalty: 674.176270
	Iteration 16Q: 3 clusters Score -79087.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -79096.031250 Penalty: 674.176270
	Iteration 17Q: 3 clusters Score -79096.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -79104.867188 Penalty: 674.176270
	Iteration 18Q: 3 clusters Score -79104.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -79114.750000 Penalty: 674.176270
	Iteration 19Q: 3 clusters Score -79114.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -79127.726562 Penalty: 674.176270
	Iteration 20F: 3 clusters Score -79127.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79148.070312 Penalty: 674.176270
	Iteration 21Q: 3 clusters Score -79148.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79176.375000 Penalty: 674.176270
	Iteration 22Q: 3 clusters Score -79176.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79191.234375 Penalty: 674.176270
	Iteration 23Q: 3 clusters Score -79191.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79204.976562 Penalty: 674.176270
	Iteration 24Q: 3 clusters Score -79204.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79211.226562 Penalty: 674.176270
	Iteration 25Q: 3 clusters Score -79211.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79216.882812 Penalty: 674.176270
	Iteration 26Q: 3 clusters Score -79216.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79224.242188 Penalty: 674.176270
	Iteration 27Q: 3 clusters Score -79224.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79230.218750 Penalty: 674.176270
	Iteration 28Q: 3 clusters Score -79230.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79236.625000 Penalty: 674.176270
	Iteration 29Q: 3 clusters Score -79236.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79239.453125 Penalty: 674.176270
	Iteration 30Q: 3 clusters Score -79239.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79240.359375 Penalty: 674.176270
	Iteration 31Q: 3 clusters Score -79240.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79242.882812 Penalty: 674.176270
	Iteration 32Q: 3 clusters Score -79242.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79246.250000 Penalty: 674.176270
	Iteration 33Q: 3 clusters Score -79246.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79251.117188 Penalty: 674.176270
	Iteration 34Q: 3 clusters Score -79251.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79257.195312 Penalty: 674.176270
	Iteration 35Q: 3 clusters Score -79257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -79260.453125 Penalty: 674.176270
	Iteration 36Q: 3 clusters Score -79260.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79262.109375 Penalty: 674.176270
	Iteration 37Q: 3 clusters Score -79262.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79263.304688 Penalty: 674.176270
	Iteration 38Q: 3 clusters Score -79263.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79264.257812 Penalty: 674.176270
	Iteration 39Q: 3 clusters Score -79264.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79264.765625 Penalty: 674.176270
	Iteration 40F: 3 clusters Score -79264.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -176183.265625 Penalty: 365.383636
	Iteration 0F: 2 clusters Score -176183.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -174014.015625 Penalty: 730.767273
	Iteration 0F: 3 clusters Score -174014 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -174806.125000 Penalty: 730.767273
	Iteration 1F: 3 clusters Score -174806.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -174927.609375 Penalty: 730.767273
	Iteration 2F: 3 clusters Score -174927.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -175070.718750 Penalty: 730.767273
	Iteration 3F: 3 clusters Score -175070.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -175237.390625 Penalty: 730.767273
	Iteration 4F: 3 clusters Score -175237.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -175402.296875 Penalty: 730.767273
	Iteration 5F: 3 clusters Score -175402.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -175573.718750 Penalty: 730.767273
	Iteration 6F: 3 clusters Score -175573.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -175709.421875 Penalty: 730.767273
	Iteration 7Q: 3 clusters Score -175709.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -175779.546875 Penalty: 730.767273
	Iteration 8Q: 3 clusters Score -175779.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -175817.250000 Penalty: 730.767273
	Iteration 9Q: 3 clusters Score -175817.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -175833.765625 Penalty: 730.767273
	Iteration 10Q: 3 clusters Score -175833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -175846.625000 Penalty: 730.767273
	Iteration 11Q: 3 clusters Score -175846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -175852.078125 Penalty: 730.767273
	Iteration 12Q: 3 clusters Score -175852.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -175852.078125 Penalty: 730.767273
	Iteration 13F: 3 clusters Score -175852.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (73626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Entering Unmasked Estep 
Score: -3954539.750000 Penalty: 509.907288
	Iteration 0F: 2 clusters Score -3954540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -3904912.250000 Penalty: 1019.814575
	Iteration 0F: 3 clusters Score -3904912 nChanged 36004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -3927172.000000 Penalty: 1019.814575
	Iteration 1F: 3 clusters Score -3927172 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -3929163.000000 Penalty: 1019.814575
	Iteration 2F: 3 clusters Score -3929163 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -3932496.000000 Penalty: 1019.814575
	Iteration 3F: 3 clusters Score -3932496 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -3937507.500000 Penalty: 1019.814575
	Iteration 4F: 3 clusters Score -3937508 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -3942939.250000 Penalty: 1019.814575
	Iteration 5F: 3 clusters Score -3942939 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -3946727.250000 Penalty: 1019.814575
	Iteration 6F: 3 clusters Score -3946727 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -3948890.250000 Penalty: 1019.814575
	Iteration 7Q: 3 clusters Score -3948890 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -3950205.750000 Penalty: 1019.814575
	Iteration 8Q: 3 clusters Score -3950206 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -3951063.250000 Penalty: 1019.814575
	Iteration 9Q: 3 clusters Score -3951063 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -3951724.000000 Penalty: 1019.814575
	Iteration 10Q: 3 clusters Score -3951724 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -3952223.000000 Penalty: 1019.814575
	Iteration 11Q: 3 clusters Score -3952223 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -3952646.000000 Penalty: 1019.814575
	Iteration 12Q: 3 clusters Score -3952646 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 70318 members 
Entering Unmasked Estep 
Score: -3953005.750000 Penalty: 1019.814575
	Iteration 13Q: 3 clusters Score -3953006 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -3953287.500000 Penalty: 1019.814575
	Iteration 14Q: 3 clusters Score -3953288 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 71063 members 
Entering Unmasked Estep 
Score: -3953497.500000 Penalty: 1019.814575
	Iteration 15Q: 3 clusters Score -3953498 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -3953653.500000 Penalty: 1019.814575
	Iteration 16Q: 3 clusters Score -3953654 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -3953779.750000 Penalty: 1019.814575
	Iteration 17Q: 3 clusters Score -3953780 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -3953856.500000 Penalty: 1019.814575
	Iteration 18Q: 3 clusters Score -3953856 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -3953919.000000 Penalty: 1019.814575
	Iteration 19Q: 3 clusters Score -3953919 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -3953967.000000 Penalty: 1019.814575
	Iteration 20F: 3 clusters Score -3953967 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -3953998.000000 Penalty: 1019.814575
	Iteration 21Q: 3 clusters Score -3953998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 72018 members 
Entering Unmasked Estep 
Score: -3954015.250000 Penalty: 1019.814575
	Iteration 22Q: 3 clusters Score -3954015 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 72070 members 
Entering Unmasked Estep 
Score: -3954033.500000 Penalty: 1019.814575
	Iteration 23Q: 3 clusters Score -3954034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -3954063.750000 Penalty: 1019.814575
	Iteration 24Q: 3 clusters Score -3954064 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -3954085.500000 Penalty: 1019.814575
	Iteration 25Q: 3 clusters Score -3954086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -3954098.250000 Penalty: 1019.814575
	Iteration 26Q: 3 clusters Score -3954098 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -3954110.750000 Penalty: 1019.814575
	Iteration 27Q: 3 clusters Score -3954111 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -3954126.500000 Penalty: 1019.814575
	Iteration 28Q: 3 clusters Score -3954126 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -3954142.250000 Penalty: 1019.814575
	Iteration 29Q: 3 clusters Score -3954142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -3954148.500000 Penalty: 1019.814575
	Iteration 30Q: 3 clusters Score -3954148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -3954165.250000 Penalty: 1019.814575
	Iteration 31Q: 3 clusters Score -3954165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -3954170.750000 Penalty: 1019.814575
	Iteration 32Q: 3 clusters Score -3954171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -3954177.750000 Penalty: 1019.814575
	Iteration 33Q: 3 clusters Score -3954178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 72581 members 
Entering Unmasked Estep 
Score: -3954187.250000 Penalty: 1019.814575
	Iteration 34Q: 3 clusters Score -3954187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -3954193.250000 Penalty: 1019.814575
	Iteration 35Q: 3 clusters Score -3954193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -3954198.250000 Penalty: 1019.814575
	Iteration 36Q: 3 clusters Score -3954198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -3954203.250000 Penalty: 1019.814575
	Iteration 37Q: 3 clusters Score -3954203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -3954201.250000 Penalty: 1019.814575
	Iteration 38Q: 3 clusters Score -3954201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -3954205.750000 Penalty: 1019.814575
	Iteration 39Q: 3 clusters Score -3954206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -3954210.000000 Penalty: 1019.814575
	Iteration 40F: 3 clusters Score -3954210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -3954205.750000 Penalty: 1019.814575
	Iteration 41Q: 3 clusters Score -3954206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -3954207.000000 Penalty: 1019.814575
	Iteration 42Q: 3 clusters Score -3954207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -3954205.750000 Penalty: 1019.814575
	Iteration 43Q: 3 clusters Score -3954206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -3954211.000000 Penalty: 1019.814575
	Iteration 44Q: 3 clusters Score -3954211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -3954212.250000 Penalty: 1019.814575
	Iteration 45Q: 3 clusters Score -3954212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -3954208.000000 Penalty: 1019.814575
	Iteration 46Q: 3 clusters Score -3954208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -3954211.000000 Penalty: 1019.814575
	Iteration 47Q: 3 clusters Score -3954211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -3954212.500000 Penalty: 1019.814575
	Iteration 48Q: 3 clusters Score -3954212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -3954213.000000 Penalty: 1019.814575
	Iteration 49Q: 3 clusters Score -3954213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 72741 members 
Entering Unmasked Estep 
Score: -3954213.500000 Penalty: 1019.814575
	Iteration 50Q: 3 clusters Score -3954214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -3954209.000000 Penalty: 1019.814575
	Iteration 51Q: 3 clusters Score -3954209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -3954209.000000 Penalty: 1019.814575
	Iteration 52F: 3 clusters Score -3954209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Entering Unmasked Estep 
Score: -3346527.500000 Penalty: 501.629456
	Iteration 0F: 2 clusters Score -3346528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3305235.000000 Penalty: 1003.258911
	Iteration 0F: 3 clusters Score -3305235 nChanged 29816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -3322962.750000 Penalty: 1003.258911
	Iteration 1F: 3 clusters Score -3322963 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -3323923.250000 Penalty: 1003.258911
	Iteration 2Q: 3 clusters Score -3323923 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -3325563.000000 Penalty: 1003.258911
	Iteration 3F: 3 clusters Score -3325563 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -3328386.750000 Penalty: 1003.258911
	Iteration 4F: 3 clusters Score -3328387 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -3332428.000000 Penalty: 1003.258911
	Iteration 5F: 3 clusters Score -3332428 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -3336912.000000 Penalty: 1003.258911
	Iteration 6F: 3 clusters Score -3336912 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -3340417.000000 Penalty: 1003.258911
	Iteration 7F: 3 clusters Score -3340417 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -3342605.500000 Penalty: 1003.258911
	Iteration 8Q: 3 clusters Score -3342606 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -3343715.500000 Penalty: 1003.258911
	Iteration 9Q: 3 clusters Score -3343716 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -3344298.250000 Penalty: 1003.258911
	Iteration 10Q: 3 clusters Score -3344298 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -3344719.250000 Penalty: 1003.258911
	Iteration 11Q: 3 clusters Score -3344719 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -3344971.000000 Penalty: 1003.258911
	Iteration 12Q: 3 clusters Score -3344971 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -3345155.750000 Penalty: 1003.258911
	Iteration 13Q: 3 clusters Score -3345156 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -3345306.750000 Penalty: 1003.258911
	Iteration 14Q: 3 clusters Score -3345307 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -3345431.000000 Penalty: 1003.258911
	Iteration 15Q: 3 clusters Score -3345431 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -3345539.250000 Penalty: 1003.258911
	Iteration 16Q: 3 clusters Score -3345539 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -3345660.750000 Penalty: 1003.258911
	Iteration 17Q: 3 clusters Score -3345661 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -3345723.000000 Penalty: 1003.258911
	Iteration 18Q: 3 clusters Score -3345723 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -3345760.250000 Penalty: 1003.258911
	Iteration 19Q: 3 clusters Score -3345760 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -3345793.500000 Penalty: 1003.258911
	Iteration 20F: 3 clusters Score -3345794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -3345825.250000 Penalty: 1003.258911
	Iteration 21Q: 3 clusters Score -3345825 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -3345844.000000 Penalty: 1003.258911
	Iteration 22Q: 3 clusters Score -3345844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -3345859.250000 Penalty: 1003.258911
	Iteration 23Q: 3 clusters Score -3345859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -3345889.250000 Penalty: 1003.258911
	Iteration 24Q: 3 clusters Score -3345889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -3345912.750000 Penalty: 1003.258911
	Iteration 25Q: 3 clusters Score -3345913 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 60651 members 
Entering Unmasked Estep 
Score: -3345927.250000 Penalty: 1003.258911
	Iteration 26Q: 3 clusters Score -3345927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -3345944.000000 Penalty: 1003.258911
	Iteration 27Q: 3 clusters Score -3345944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -3345958.750000 Penalty: 1003.258911
	Iteration 28Q: 3 clusters Score -3345959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -3345960.750000 Penalty: 1003.258911
	Iteration 29Q: 3 clusters Score -3345961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -3345966.250000 Penalty: 1003.258911
	Iteration 30Q: 3 clusters Score -3345966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -3345981.250000 Penalty: 1003.258911
	Iteration 31Q: 3 clusters Score -3345981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -3345990.500000 Penalty: 1003.258911
	Iteration 32Q: 3 clusters Score -3345990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -3346001.000000 Penalty: 1003.258911
	Iteration 33Q: 3 clusters Score -3346001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -3346004.750000 Penalty: 1003.258911
	Iteration 34Q: 3 clusters Score -3346005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -3346012.000000 Penalty: 1003.258911
	Iteration 35Q: 3 clusters Score -3346012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -3346019.500000 Penalty: 1003.258911
	Iteration 36Q: 3 clusters Score -3346020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -3346024.750000 Penalty: 1003.258911
	Iteration 37Q: 3 clusters Score -3346025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -3346027.000000 Penalty: 1003.258911
	Iteration 38Q: 3 clusters Score -3346027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -3346033.500000 Penalty: 1003.258911
	Iteration 39Q: 3 clusters Score -3346034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -3346041.250000 Penalty: 1003.258911
	Iteration 40F: 3 clusters Score -3346041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -3346047.500000 Penalty: 1003.258911
	Iteration 41Q: 3 clusters Score -3346048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -3346046.500000 Penalty: 1003.258911
	Iteration 42Q: 3 clusters Score -3346046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -3346051.750000 Penalty: 1003.258911
	Iteration 43Q: 3 clusters Score -3346052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -3346057.000000 Penalty: 1003.258911
	Iteration 44Q: 3 clusters Score -3346057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -3346063.750000 Penalty: 1003.258911
	Iteration 45Q: 3 clusters Score -3346064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -3346065.750000 Penalty: 1003.258911
	Iteration 46Q: 3 clusters Score -3346066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -3346067.750000 Penalty: 1003.258911
	Iteration 47Q: 3 clusters Score -3346068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -3346067.750000 Penalty: 1003.258911
	Iteration 48Q: 3 clusters Score -3346068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -3346068.250000 Penalty: 1003.258911
	Iteration 49Q: 3 clusters Score -3346068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -3346070.250000 Penalty: 1003.258911
	Iteration 50Q: 3 clusters Score -3346070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -3346070.250000 Penalty: 1003.258911
	Iteration 51Q: 3 clusters Score -3346070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -3346071.750000 Penalty: 1003.258911
	Iteration 52Q: 3 clusters Score -3346072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -3346075.250000 Penalty: 1003.258911
	Iteration 53Q: 3 clusters Score -3346075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -3346076.500000 Penalty: 1003.258911
	Iteration 54Q: 3 clusters Score -3346076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -3346076.000000 Penalty: 1003.258911
	Iteration 55Q: 3 clusters Score -3346076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -3346082.250000 Penalty: 1003.258911
	Iteration 56Q: 3 clusters Score -3346082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -3346089.250000 Penalty: 1003.258911
	Iteration 57Q: 3 clusters Score -3346089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -3346090.750000 Penalty: 1003.258911
	Iteration 58Q: 3 clusters Score -3346091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -3346092.250000 Penalty: 1003.258911
	Iteration 59Q: 3 clusters Score -3346092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -3346092.250000 Penalty: 1003.258911
	Iteration 60F: 3 clusters Score -3346092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -85846.984375 Penalty: 336.421478
	Iteration 0F: 2 clusters Score -85846.98 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 801 members 
Entering Unmasked Estep 
Score: -84613.765625 Penalty: 672.842957
	Iteration 0F: 3 clusters Score -84613.77 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -84994.343750 Penalty: 672.842957
	Iteration 1F: 3 clusters Score -84994.34 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -85086.523438 Penalty: 672.842957
	Iteration 2F: 3 clusters Score -85086.52 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -85156.734375 Penalty: 672.842957
	Iteration 3F: 3 clusters Score -85156.73 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -85217.546875 Penalty: 672.842957
	Iteration 4F: 3 clusters Score -85217.55 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85272.960938 Penalty: 672.842957
	Iteration 5Q: 3 clusters Score -85272.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -85314.945312 Penalty: 672.842957
	Iteration 6Q: 3 clusters Score -85314.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85350.484375 Penalty: 672.842957
	Iteration 7Q: 3 clusters Score -85350.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85402.367188 Penalty: 672.842957
	Iteration 8Q: 3 clusters Score -85402.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85453.117188 Penalty: 672.842957
	Iteration 9Q: 3 clusters Score -85453.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85506.132812 Penalty: 672.842957
	Iteration 10Q: 3 clusters Score -85506.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85536.484375 Penalty: 672.842957
	Iteration 11Q: 3 clusters Score -85536.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85552.906250 Penalty: 672.842957
	Iteration 12Q: 3 clusters Score -85552.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -85557.539062 Penalty: 672.842957
	Iteration 13Q: 3 clusters Score -85557.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -85558.304688 Penalty: 672.842957
	Iteration 14Q: 3 clusters Score -85558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -85558.445312 Penalty: 672.842957
	Iteration 15Q: 3 clusters Score -85558.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -85558.945312 Penalty: 672.842957
	Iteration 16Q: 3 clusters Score -85558.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85559.421875 Penalty: 672.842957
	Iteration 17Q: 3 clusters Score -85559.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -85559.929688 Penalty: 672.842957
	Iteration 18Q: 3 clusters Score -85559.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85560.476562 Penalty: 672.842957
	Iteration 19Q: 3 clusters Score -85560.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -85560.937500 Penalty: 672.842957
	Iteration 20F: 3 clusters Score -85560.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85561.148438 Penalty: 672.842957
	Iteration 21Q: 3 clusters Score -85561.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85561.148438 Penalty: 672.842957
	Iteration 22F: 3 clusters Score -85561.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (116150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116150 members 
Entering Unmasked Estep 
Score: -6310501.500000 Penalty: 530.650024
	Iteration 0F: 2 clusters Score -6310502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -6235684.500000 Penalty: 1061.300049
	Iteration 0F: 3 clusters Score -6235684 nChanged 56876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -6269865.000000 Penalty: 1061.300049
	Iteration 1F: 3 clusters Score -6269865 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -6271047.000000 Penalty: 1061.300049
	Iteration 2Q: 3 clusters Score -6271047 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -6273077.000000 Penalty: 1061.300049
	Iteration 3Q: 3 clusters Score -6273077 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -6276278.500000 Penalty: 1061.300049
	Iteration 4Q: 3 clusters Score -6276278 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -6281061.500000 Penalty: 1061.300049
	Iteration 5F: 3 clusters Score -6281062 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -6286932.000000 Penalty: 1061.300049
	Iteration 6F: 3 clusters Score -6286932 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -6292512.000000 Penalty: 1061.300049
	Iteration 7F: 3 clusters Score -6292512 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -6296286.000000 Penalty: 1061.300049
	Iteration 8F: 3 clusters Score -6296286 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90601 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -6298661.500000 Penalty: 1061.300049
	Iteration 9Q: 3 clusters Score -6298662 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94716 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -6300620.500000 Penalty: 1061.300049
	Iteration 10Q: 3 clusters Score -6300620 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -6302513.500000 Penalty: 1061.300049
	Iteration 11Q: 3 clusters Score -6302514 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101615 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -6304111.000000 Penalty: 1061.300049
	Iteration 12Q: 3 clusters Score -6304111 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -6305471.000000 Penalty: 1061.300049
	Iteration 13Q: 3 clusters Score -6305471 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106135 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -6306626.500000 Penalty: 1061.300049
	Iteration 14Q: 3 clusters Score -6306626 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107729 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -6307445.000000 Penalty: 1061.300049
	Iteration 15Q: 3 clusters Score -6307445 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -6308051.500000 Penalty: 1061.300049
	Iteration 16Q: 3 clusters Score -6308052 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -6308474.500000 Penalty: 1061.300049
	Iteration 17Q: 3 clusters Score -6308474 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -6308794.500000 Penalty: 1061.300049
	Iteration 18Q: 3 clusters Score -6308794 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6308996.500000 Penalty: 1061.300049
	Iteration 19Q: 3 clusters Score -6308996 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112192 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -6309172.000000 Penalty: 1061.300049
	Iteration 20F: 3 clusters Score -6309172 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112737 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6309310.500000 Penalty: 1061.300049
	Iteration 21Q: 3 clusters Score -6309310 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113215 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -6309421.500000 Penalty: 1061.300049
	Iteration 22Q: 3 clusters Score -6309422 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113645 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6309548.000000 Penalty: 1061.300049
	Iteration 23Q: 3 clusters Score -6309548 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114021 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6309642.500000 Penalty: 1061.300049
	Iteration 24Q: 3 clusters Score -6309642 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114362 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6309734.000000 Penalty: 1061.300049
	Iteration 25Q: 3 clusters Score -6309734 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114646 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -6309796.000000 Penalty: 1061.300049
	Iteration 26Q: 3 clusters Score -6309796 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114886 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6309855.000000 Penalty: 1061.300049
	Iteration 27Q: 3 clusters Score -6309855 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115090 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6309906.500000 Penalty: 1061.300049
	Iteration 28Q: 3 clusters Score -6309906 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115245 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6309945.000000 Penalty: 1061.300049
	Iteration 29Q: 3 clusters Score -6309945 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115369 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6309973.500000 Penalty: 1061.300049
	Iteration 30Q: 3 clusters Score -6309974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115473 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6309986.000000 Penalty: 1061.300049
	Iteration 31Q: 3 clusters Score -6309986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115559 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6309996.500000 Penalty: 1061.300049
	Iteration 32Q: 3 clusters Score -6309996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115625 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6310010.500000 Penalty: 1061.300049
	Iteration 33Q: 3 clusters Score -6310010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115673 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6310036.000000 Penalty: 1061.300049
	Iteration 34Q: 3 clusters Score -6310036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115717 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6310042.500000 Penalty: 1061.300049
	Iteration 35Q: 3 clusters Score -6310042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115744 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6310042.000000 Penalty: 1061.300049
	Iteration 36Q: 3 clusters Score -6310042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115764 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6310043.500000 Penalty: 1061.300049
	Iteration 37Q: 3 clusters Score -6310044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115783 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6310047.500000 Penalty: 1061.300049
	Iteration 38Q: 3 clusters Score -6310048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115801 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6310047.000000 Penalty: 1061.300049
	Iteration 39Q: 3 clusters Score -6310047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115815 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6310050.000000 Penalty: 1061.300049
	Iteration 40F: 3 clusters Score -6310050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6310060.000000 Penalty: 1061.300049
	Iteration 41Q: 3 clusters Score -6310060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115836 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6310065.500000 Penalty: 1061.300049
	Iteration 42Q: 3 clusters Score -6310066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115848 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6310071.500000 Penalty: 1061.300049
	Iteration 43Q: 3 clusters Score -6310072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115856 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6310069.000000 Penalty: 1061.300049
	Iteration 44Q: 3 clusters Score -6310069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115863 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6310064.500000 Penalty: 1061.300049
	Iteration 45Q: 3 clusters Score -6310064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115869 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6310079.000000 Penalty: 1061.300049
	Iteration 46Q: 3 clusters Score -6310079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115875 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6310078.000000 Penalty: 1061.300049
	Iteration 47Q: 3 clusters Score -6310078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115880 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6310082.500000 Penalty: 1061.300049
	Iteration 48Q: 3 clusters Score -6310082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115887 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6310081.000000 Penalty: 1061.300049
	Iteration 49Q: 3 clusters Score -6310081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115894 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6310087.500000 Penalty: 1061.300049
	Iteration 50Q: 3 clusters Score -6310088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115895 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6310090.000000 Penalty: 1061.300049
	Iteration 51Q: 3 clusters Score -6310090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115897 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6310081.500000 Penalty: 1061.300049
	Iteration 52Q: 3 clusters Score -6310082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115899 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6310082.000000 Penalty: 1061.300049
	Iteration 53Q: 3 clusters Score -6310082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115900 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6310081.000000 Penalty: 1061.300049
	Iteration 54Q: 3 clusters Score -6310081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115900 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6310081.000000 Penalty: 1061.300049
	Iteration 55F: 3 clusters Score -6310081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (72932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72932 members 
Entering Unmasked Estep 
Score: -3836576.000000 Penalty: 509.476379
	Iteration 0F: 2 clusters Score -3836576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -3787359.500000 Penalty: 1018.952759
	Iteration 0F: 3 clusters Score -3787360 nChanged 35595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -3808852.500000 Penalty: 1018.952759
	Iteration 1F: 3 clusters Score -3808852 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -3810031.750000 Penalty: 1018.952759
	Iteration 2Q: 3 clusters Score -3810032 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -3811735.500000 Penalty: 1018.952759
	Iteration 3F: 3 clusters Score -3811736 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -3814332.000000 Penalty: 1018.952759
	Iteration 4F: 3 clusters Score -3814332 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3817876.000000 Penalty: 1018.952759
	Iteration 5F: 3 clusters Score -3817876 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3821467.250000 Penalty: 1018.952759
	Iteration 6F: 3 clusters Score -3821467 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -3823540.750000 Penalty: 1018.952759
	Iteration 7F: 3 clusters Score -3823541 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3824374.250000 Penalty: 1018.952759
	Iteration 8Q: 3 clusters Score -3824374 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3824853.000000 Penalty: 1018.952759
	Iteration 9Q: 3 clusters Score -3824853 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -3825202.750000 Penalty: 1018.952759
	Iteration 10Q: 3 clusters Score -3825203 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3825602.250000 Penalty: 1018.952759
	Iteration 11Q: 3 clusters Score -3825602 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3826040.500000 Penalty: 1018.952759
	Iteration 12Q: 3 clusters Score -3826040 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54011 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3826498.250000 Penalty: 1018.952759
	Iteration 13Q: 3 clusters Score -3826498 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3827011.250000 Penalty: 1018.952759
	Iteration 14Q: 3 clusters Score -3827011 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56655 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3827582.750000 Penalty: 1018.952759
	Iteration 15Q: 3 clusters Score -3827583 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3828221.250000 Penalty: 1018.952759
	Iteration 16Q: 3 clusters Score -3828221 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3828941.750000 Penalty: 1018.952759
	Iteration 17Q: 3 clusters Score -3828942 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3829700.500000 Penalty: 1018.952759
	Iteration 18Q: 3 clusters Score -3829700 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -3830430.500000 Penalty: 1018.952759
	Iteration 19Q: 3 clusters Score -3830430 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3831137.250000 Penalty: 1018.952759
	Iteration 20F: 3 clusters Score -3831137 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3831797.500000 Penalty: 1018.952759
	Iteration 21Q: 3 clusters Score -3831798 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3832388.000000 Penalty: 1018.952759
	Iteration 22Q: 3 clusters Score -3832388 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66968 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3832932.500000 Penalty: 1018.952759
	Iteration 23Q: 3 clusters Score -3832932 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3833447.000000 Penalty: 1018.952759
	Iteration 24Q: 3 clusters Score -3833447 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68610 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3833817.000000 Penalty: 1018.952759
	Iteration 25Q: 3 clusters Score -3833817 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3834167.500000 Penalty: 1018.952759
	Iteration 26Q: 3 clusters Score -3834168 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3834456.000000 Penalty: 1018.952759
	Iteration 27Q: 3 clusters Score -3834456 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3834712.750000 Penalty: 1018.952759
	Iteration 28Q: 3 clusters Score -3834713 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3834952.000000 Penalty: 1018.952759
	Iteration 29Q: 3 clusters Score -3834952 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3835186.250000 Penalty: 1018.952759
	Iteration 30Q: 3 clusters Score -3835186 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3835411.750000 Penalty: 1018.952759
	Iteration 31Q: 3 clusters Score -3835412 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71994 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3835651.000000 Penalty: 1018.952759
	Iteration 32Q: 3 clusters Score -3835651 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3835794.750000 Penalty: 1018.952759
	Iteration 33Q: 3 clusters Score -3835795 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3835917.750000 Penalty: 1018.952759
	Iteration 34Q: 3 clusters Score -3835918 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3835986.000000 Penalty: 1018.952759
	Iteration 35Q: 3 clusters Score -3835986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3836046.250000 Penalty: 1018.952759
	Iteration 36Q: 3 clusters Score -3836046 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3836104.500000 Penalty: 1018.952759
	Iteration 37Q: 3 clusters Score -3836104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3836123.750000 Penalty: 1018.952759
	Iteration 38Q: 3 clusters Score -3836124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3836149.250000 Penalty: 1018.952759
	Iteration 39Q: 3 clusters Score -3836149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3836168.250000 Penalty: 1018.952759
	Iteration 40F: 3 clusters Score -3836168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3836177.750000 Penalty: 1018.952759
	Iteration 41Q: 3 clusters Score -3836178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72746 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3836178.750000 Penalty: 1018.952759
	Iteration 42Q: 3 clusters Score -3836179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72749 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3836177.250000 Penalty: 1018.952759
	Iteration 43Q: 3 clusters Score -3836177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72751 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3836183.500000 Penalty: 1018.952759
	Iteration 44Q: 3 clusters Score -3836184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3836183.500000 Penalty: 1018.952759
	Iteration 45Q: 3 clusters Score -3836184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3836184.500000 Penalty: 1018.952759
	Iteration 46Q: 3 clusters Score -3836184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72753 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3836184.500000 Penalty: 1018.952759
	Iteration 47F: 3 clusters Score -3836184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Entering Unmasked Estep 
Score: -495484.812500 Penalty: 418.782928
	Iteration 0F: 2 clusters Score -495484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -488846.000000 Penalty: 837.565857
	Iteration 0F: 3 clusters Score -488846 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -491650.531250 Penalty: 837.565857
	Iteration 1F: 3 clusters Score -491650.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -492073.156250 Penalty: 837.565857
	Iteration 2F: 3 clusters Score -492073.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -492653.281250 Penalty: 837.565857
	Iteration 3F: 3 clusters Score -492653.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -493356.343750 Penalty: 837.565857
	Iteration 4F: 3 clusters Score -493356.3 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -493933.937500 Penalty: 837.565857
	Iteration 5F: 3 clusters Score -493933.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -494250.750000 Penalty: 837.565857
	Iteration 6F: 3 clusters Score -494250.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -494432.875000 Penalty: 837.565857
	Iteration 7Q: 3 clusters Score -494432.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -494596.093750 Penalty: 837.565857
	Iteration 8Q: 3 clusters Score -494596.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -494735.062500 Penalty: 837.565857
	Iteration 9Q: 3 clusters Score -494735.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -494886.906250 Penalty: 837.565857
	Iteration 10Q: 3 clusters Score -494886.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -495035.531250 Penalty: 837.565857
	Iteration 11Q: 3 clusters Score -495035.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -495162.031250 Penalty: 837.565857
	Iteration 12Q: 3 clusters Score -495162 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -495233.843750 Penalty: 837.565857
	Iteration 13Q: 3 clusters Score -495233.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -495272.187500 Penalty: 837.565857
	Iteration 14Q: 3 clusters Score -495272.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -495287.125000 Penalty: 837.565857
	Iteration 15Q: 3 clusters Score -495287.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -495295.218750 Penalty: 837.565857
	Iteration 16Q: 3 clusters Score -495295.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -495297.031250 Penalty: 837.565857
	Iteration 17Q: 3 clusters Score -495297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -495297.875000 Penalty: 837.565857
	Iteration 18Q: 3 clusters Score -495297.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -495301.468750 Penalty: 837.565857
	Iteration 19Q: 3 clusters Score -495301.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -495310.187500 Penalty: 837.565857
	Iteration 20F: 3 clusters Score -495310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -495310.625000 Penalty: 837.565857
	Iteration 21Q: 3 clusters Score -495310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -495310.937500 Penalty: 837.565857
	Iteration 22Q: 3 clusters Score -495310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -495310.750000 Penalty: 837.565857
	Iteration 23Q: 3 clusters Score -495310.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -495310.625000 Penalty: 837.565857
	Iteration 24Q: 3 clusters Score -495310.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -495310.968750 Penalty: 837.565857
	Iteration 25Q: 3 clusters Score -495311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -495311.468750 Penalty: 837.565857
	Iteration 26Q: 3 clusters Score -495311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -495310.812500 Penalty: 837.565857
	Iteration 27Q: 3 clusters Score -495310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -495311.937500 Penalty: 837.565857
	Iteration 28Q: 3 clusters Score -495311.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -495311.937500 Penalty: 837.565857
	Iteration 29F: 3 clusters Score -495311.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -149955.859375 Penalty: 360.031921
	Iteration 0F: 2 clusters Score -149955.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -148053.453125 Penalty: 720.063843
	Iteration 0F: 3 clusters Score -148053.5 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -148745.609375 Penalty: 720.063843
	Iteration 1F: 3 clusters Score -148745.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -148832.484375 Penalty: 720.063843
	Iteration 2F: 3 clusters Score -148832.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -148917.281250 Penalty: 720.063843
	Iteration 3F: 3 clusters Score -148917.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -149024.515625 Penalty: 720.063843
	Iteration 4F: 3 clusters Score -149024.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -149145.031250 Penalty: 720.063843
	Iteration 5F: 3 clusters Score -149145 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -149286.718750 Penalty: 720.063843
	Iteration 6F: 3 clusters Score -149286.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -149379.281250 Penalty: 720.063843
	Iteration 7Q: 3 clusters Score -149379.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -149440.125000 Penalty: 720.063843
	Iteration 8Q: 3 clusters Score -149440.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -149475.328125 Penalty: 720.063843
	Iteration 9Q: 3 clusters Score -149475.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -149493.718750 Penalty: 720.063843
	Iteration 10Q: 3 clusters Score -149493.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -149504.390625 Penalty: 720.063843
	Iteration 11Q: 3 clusters Score -149504.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -149511.406250 Penalty: 720.063843
	Iteration 12Q: 3 clusters Score -149511.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -149514.953125 Penalty: 720.063843
	Iteration 13Q: 3 clusters Score -149515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -149518.609375 Penalty: 720.063843
	Iteration 14Q: 3 clusters Score -149518.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -149523.265625 Penalty: 720.063843
	Iteration 15Q: 3 clusters Score -149523.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -149528.078125 Penalty: 720.063843
	Iteration 16Q: 3 clusters Score -149528.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -149536.031250 Penalty: 720.063843
	Iteration 17Q: 3 clusters Score -149536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -149548.062500 Penalty: 720.063843
	Iteration 18Q: 3 clusters Score -149548.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -149555.500000 Penalty: 720.063843
	Iteration 19Q: 3 clusters Score -149555.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -149557.250000 Penalty: 720.063843
	Iteration 20F: 3 clusters Score -149557.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -149558.906250 Penalty: 720.063843
	Iteration 21Q: 3 clusters Score -149558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -149560.000000 Penalty: 720.063843
	Iteration 22Q: 3 clusters Score -149560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -149562.062500 Penalty: 720.063843
	Iteration 23Q: 3 clusters Score -149562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -149563.593750 Penalty: 720.063843
	Iteration 24Q: 3 clusters Score -149563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -149566.109375 Penalty: 720.063843
	Iteration 25Q: 3 clusters Score -149566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -149566.687500 Penalty: 720.063843
	Iteration 26Q: 3 clusters Score -149566.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -149567.515625 Penalty: 720.063843
	Iteration 27Q: 3 clusters Score -149567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -149568.750000 Penalty: 720.063843
	Iteration 28Q: 3 clusters Score -149568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -149569.812500 Penalty: 720.063843
	Iteration 29Q: 3 clusters Score -149569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -149570.578125 Penalty: 720.063843
	Iteration 30Q: 3 clusters Score -149570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -149571.421875 Penalty: 720.063843
	Iteration 31Q: 3 clusters Score -149571.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -149573.031250 Penalty: 720.063843
	Iteration 32Q: 3 clusters Score -149573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -149575.375000 Penalty: 720.063843
	Iteration 33Q: 3 clusters Score -149575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -149576.687500 Penalty: 720.063843
	Iteration 34Q: 3 clusters Score -149576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -149577.593750 Penalty: 720.063843
	Iteration 35Q: 3 clusters Score -149577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -149578.765625 Penalty: 720.063843
	Iteration 36Q: 3 clusters Score -149578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -149580.468750 Penalty: 720.063843
	Iteration 37Q: 3 clusters Score -149580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -149583.796875 Penalty: 720.063843
	Iteration 38Q: 3 clusters Score -149583.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -149585.218750 Penalty: 720.063843
	Iteration 39Q: 3 clusters Score -149585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -149585.750000 Penalty: 720.063843
	Iteration 40F: 3 clusters Score -149585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -149586.171875 Penalty: 720.063843
	Iteration 41Q: 3 clusters Score -149586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -149586.093750 Penalty: 720.063843
	Iteration 42Q: 3 clusters Score -149586.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -149586.093750 Penalty: 720.063843
	Iteration 43F: 3 clusters Score -149586.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Entering Unmasked Estep 
Score: -720190.000000 Penalty: 433.560150
	Iteration 0F: 2 clusters Score -720190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -710968.375000 Penalty: 867.120300
	Iteration 0F: 3 clusters Score -710968.4 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -714646.687500 Penalty: 867.120300
	Iteration 1F: 3 clusters Score -714646.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -714805.500000 Penalty: 867.120300
	Iteration 2Q: 3 clusters Score -714805.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -714957.187500 Penalty: 867.120300
	Iteration 3Q: 3 clusters Score -714957.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -715115.437500 Penalty: 867.120300
	Iteration 4Q: 3 clusters Score -715115.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -715284.625000 Penalty: 867.120300
	Iteration 5Q: 3 clusters Score -715284.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -715486.562500 Penalty: 867.120300
	Iteration 6Q: 3 clusters Score -715486.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -715713.500000 Penalty: 867.120300
	Iteration 7Q: 3 clusters Score -715713.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -716011.562500 Penalty: 867.120300
	Iteration 8Q: 3 clusters Score -716011.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -716398.625000 Penalty: 867.120300
	Iteration 9Q: 3 clusters Score -716398.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -716907.062500 Penalty: 867.120300
	Iteration 10F: 3 clusters Score -716907.1 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -717497.500000 Penalty: 867.120300
	Iteration 11F: 3 clusters Score -717497.5 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -718017.562500 Penalty: 867.120300
	Iteration 12Q: 3 clusters Score -718017.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -718466.875000 Penalty: 867.120300
	Iteration 13Q: 3 clusters Score -718466.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -718837.125000 Penalty: 867.120300
	Iteration 14Q: 3 clusters Score -718837.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -719120.750000 Penalty: 867.120300
	Iteration 15Q: 3 clusters Score -719120.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -719347.437500 Penalty: 867.120300
	Iteration 16Q: 3 clusters Score -719347.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -719498.812500 Penalty: 867.120300
	Iteration 17Q: 3 clusters Score -719498.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -719581.687500 Penalty: 867.120300
	Iteration 18Q: 3 clusters Score -719581.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -719628.437500 Penalty: 867.120300
	Iteration 19Q: 3 clusters Score -719628.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -719670.437500 Penalty: 867.120300
	Iteration 20F: 3 clusters Score -719670.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -719706.250000 Penalty: 867.120300
	Iteration 21Q: 3 clusters Score -719706.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -719729.062500 Penalty: 867.120300
	Iteration 22Q: 3 clusters Score -719729.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -719752.250000 Penalty: 867.120300
	Iteration 23Q: 3 clusters Score -719752.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -719764.437500 Penalty: 867.120300
	Iteration 24Q: 3 clusters Score -719764.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -719773.000000 Penalty: 867.120300
	Iteration 25Q: 3 clusters Score -719773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -719775.812500 Penalty: 867.120300
	Iteration 26Q: 3 clusters Score -719775.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -719780.875000 Penalty: 867.120300
	Iteration 27Q: 3 clusters Score -719780.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -719787.500000 Penalty: 867.120300
	Iteration 28Q: 3 clusters Score -719787.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -719792.125000 Penalty: 867.120300
	Iteration 29Q: 3 clusters Score -719792.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -719796.812500 Penalty: 867.120300
	Iteration 30Q: 3 clusters Score -719796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -719798.000000 Penalty: 867.120300
	Iteration 31Q: 3 clusters Score -719798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -719799.312500 Penalty: 867.120300
	Iteration 32Q: 3 clusters Score -719799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -719800.375000 Penalty: 867.120300
	Iteration 33Q: 3 clusters Score -719800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -719801.187500 Penalty: 867.120300
	Iteration 34Q: 3 clusters Score -719801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -719802.937500 Penalty: 867.120300
	Iteration 35Q: 3 clusters Score -719802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -719804.687500 Penalty: 867.120300
	Iteration 36Q: 3 clusters Score -719804.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -719805.750000 Penalty: 867.120300
	Iteration 37Q: 3 clusters Score -719805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -719807.562500 Penalty: 867.120300
	Iteration 38Q: 3 clusters Score -719807.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -719810.125000 Penalty: 867.120300
	Iteration 39Q: 3 clusters Score -719810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -719810.625000 Penalty: 867.120300
	Iteration 40F: 3 clusters Score -719810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -719811.312500 Penalty: 867.120300
	Iteration 41Q: 3 clusters Score -719811.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -719811.312500 Penalty: 867.120300
	Iteration 42F: 3 clusters Score -719811.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (161502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161502 members 
Entering Unmasked Estep 
Score: -8350232.000000 Penalty: 545.648376
	Iteration 0F: 2 clusters Score -8350232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -8241573.000000 Penalty: 1091.296753
	Iteration 0F: 3 clusters Score -8241573 nChanged 79402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -8290328.000000 Penalty: 1091.296753
	Iteration 1F: 3 clusters Score -8290328 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91157 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -8292913.000000 Penalty: 1091.296753
	Iteration 2Q: 3 clusters Score -8292913 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -8297513.500000 Penalty: 1091.296753
	Iteration 3Q: 3 clusters Score -8297514 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -8305833.500000 Penalty: 1091.296753
	Iteration 4F: 3 clusters Score -8305834 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113498 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -8316823.000000 Penalty: 1091.296753
	Iteration 5F: 3 clusters Score -8316823 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -8325954.500000 Penalty: 1091.296753
	Iteration 6F: 3 clusters Score -8325954 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125974 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -8331512.500000 Penalty: 1091.296753
	Iteration 7Q: 3 clusters Score -8331512 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129844 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -8334553.000000 Penalty: 1091.296753
	Iteration 8Q: 3 clusters Score -8334553 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133163 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -8336171.000000 Penalty: 1091.296753
	Iteration 9Q: 3 clusters Score -8336171 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136337 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -8337467.000000 Penalty: 1091.296753
	Iteration 10Q: 3 clusters Score -8337467 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139553 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -8338778.500000 Penalty: 1091.296753
	Iteration 11Q: 3 clusters Score -8338778 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142758 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -8340086.500000 Penalty: 1091.296753
	Iteration 12Q: 3 clusters Score -8340086 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145969 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -8341550.000000 Penalty: 1091.296753
	Iteration 13Q: 3 clusters Score -8341550 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -8343253.000000 Penalty: 1091.296753
	Iteration 14Q: 3 clusters Score -8343253 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151875 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -8344752.000000 Penalty: 1091.296753
	Iteration 15Q: 3 clusters Score -8344752 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154201 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -8345987.500000 Penalty: 1091.296753
	Iteration 16Q: 3 clusters Score -8345988 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156069 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -8347033.000000 Penalty: 1091.296753
	Iteration 17Q: 3 clusters Score -8347033 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157542 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8347791.500000 Penalty: 1091.296753
	Iteration 18Q: 3 clusters Score -8347792 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158665 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8348358.000000 Penalty: 1091.296753
	Iteration 19Q: 3 clusters Score -8348358 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159520 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8348829.500000 Penalty: 1091.296753
	Iteration 20F: 3 clusters Score -8348830 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160107 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8349170.000000 Penalty: 1091.296753
	Iteration 21Q: 3 clusters Score -8349170 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160503 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8349395.000000 Penalty: 1091.296753
	Iteration 22Q: 3 clusters Score -8349395 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160725 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8349494.500000 Penalty: 1091.296753
	Iteration 23Q: 3 clusters Score -8349494 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160900 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8349569.500000 Penalty: 1091.296753
	Iteration 24Q: 3 clusters Score -8349570 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161009 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8349620.000000 Penalty: 1091.296753
	Iteration 25Q: 3 clusters Score -8349620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161086 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8349673.500000 Penalty: 1091.296753
	Iteration 26Q: 3 clusters Score -8349674 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161137 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8349700.500000 Penalty: 1091.296753
	Iteration 27Q: 3 clusters Score -8349700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161162 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8349717.000000 Penalty: 1091.296753
	Iteration 28Q: 3 clusters Score -8349717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161183 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8349727.500000 Penalty: 1091.296753
	Iteration 29Q: 3 clusters Score -8349728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161196 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8349736.000000 Penalty: 1091.296753
	Iteration 30Q: 3 clusters Score -8349736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161211 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8349745.000000 Penalty: 1091.296753
	Iteration 31Q: 3 clusters Score -8349745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161222 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8349752.000000 Penalty: 1091.296753
	Iteration 32Q: 3 clusters Score -8349752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161229 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8349761.000000 Penalty: 1091.296753
	Iteration 33Q: 3 clusters Score -8349761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161240 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8349770.500000 Penalty: 1091.296753
	Iteration 34Q: 3 clusters Score -8349770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161253 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8349765.500000 Penalty: 1091.296753
	Iteration 35Q: 3 clusters Score -8349766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161257 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8349775.000000 Penalty: 1091.296753
	Iteration 36Q: 3 clusters Score -8349775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161262 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8349775.000000 Penalty: 1091.296753
	Iteration 37Q: 3 clusters Score -8349775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161270 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8349780.000000 Penalty: 1091.296753
	Iteration 38Q: 3 clusters Score -8349780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8349784.500000 Penalty: 1091.296753
	Iteration 39Q: 3 clusters Score -8349784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8349788.500000 Penalty: 1091.296753
	Iteration 40F: 3 clusters Score -8349788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161279 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8349783.500000 Penalty: 1091.296753
	Iteration 41Q: 3 clusters Score -8349784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161279 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8349783.500000 Penalty: 1091.296753
	Iteration 42F: 3 clusters Score -8349784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Entering Unmasked Estep 
Score: -260956.734375 Penalty: 386.014862
	Iteration 0F: 2 clusters Score -260956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -257604.296875 Penalty: 772.029724
	Iteration 0F: 3 clusters Score -257604.3 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -258815.125000 Penalty: 772.029724
	Iteration 1F: 3 clusters Score -258815.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -258891.468750 Penalty: 772.029724
	Iteration 2F: 3 clusters Score -258891.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -258945.296875 Penalty: 772.029724
	Iteration 3Q: 3 clusters Score -258945.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -259003.515625 Penalty: 772.029724
	Iteration 4Q: 3 clusters Score -259003.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -259085.531250 Penalty: 772.029724
	Iteration 5Q: 3 clusters Score -259085.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -259198.312500 Penalty: 772.029724
	Iteration 6Q: 3 clusters Score -259198.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -259361.687500 Penalty: 772.029724
	Iteration 7Q: 3 clusters Score -259361.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -259603.296875 Penalty: 772.029724
	Iteration 8F: 3 clusters Score -259603.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -259790.328125 Penalty: 772.029724
	Iteration 9F: 3 clusters Score -259790.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -259979.218750 Penalty: 772.029724
	Iteration 10Q: 3 clusters Score -259979.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -260125.500000 Penalty: 772.029724
	Iteration 11Q: 3 clusters Score -260125.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -260222.765625 Penalty: 772.029724
	Iteration 12Q: 3 clusters Score -260222.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -260275.015625 Penalty: 772.029724
	Iteration 13Q: 3 clusters Score -260275 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -260300.078125 Penalty: 772.029724
	Iteration 14Q: 3 clusters Score -260300.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -260315.078125 Penalty: 772.029724
	Iteration 15Q: 3 clusters Score -260315.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -260325.156250 Penalty: 772.029724
	Iteration 16Q: 3 clusters Score -260325.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -260336.890625 Penalty: 772.029724
	Iteration 17Q: 3 clusters Score -260336.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -260349.546875 Penalty: 772.029724
	Iteration 18Q: 3 clusters Score -260349.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -260360.296875 Penalty: 772.029724
	Iteration 19Q: 3 clusters Score -260360.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -260371.671875 Penalty: 772.029724
	Iteration 20F: 3 clusters Score -260371.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -260383.656250 Penalty: 772.029724
	Iteration 21Q: 3 clusters Score -260383.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -260393.578125 Penalty: 772.029724
	Iteration 22Q: 3 clusters Score -260393.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -260405.500000 Penalty: 772.029724
	Iteration 23Q: 3 clusters Score -260405.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -260425.265625 Penalty: 772.029724
	Iteration 24Q: 3 clusters Score -260425.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -260442.218750 Penalty: 772.029724
	Iteration 25Q: 3 clusters Score -260442.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -260458.328125 Penalty: 772.029724
	Iteration 26Q: 3 clusters Score -260458.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -260475.703125 Penalty: 772.029724
	Iteration 27Q: 3 clusters Score -260475.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -260498.015625 Penalty: 772.029724
	Iteration 28Q: 3 clusters Score -260498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -260517.093750 Penalty: 772.029724
	Iteration 29Q: 3 clusters Score -260517.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -260535.750000 Penalty: 772.029724
	Iteration 30Q: 3 clusters Score -260535.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -260546.750000 Penalty: 772.029724
	Iteration 31Q: 3 clusters Score -260546.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -260553.093750 Penalty: 772.029724
	Iteration 32Q: 3 clusters Score -260553.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -260558.750000 Penalty: 772.029724
	Iteration 33Q: 3 clusters Score -260558.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -260564.703125 Penalty: 772.029724
	Iteration 34Q: 3 clusters Score -260564.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -260571.046875 Penalty: 772.029724
	Iteration 35Q: 3 clusters Score -260571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -260575.703125 Penalty: 772.029724
	Iteration 36Q: 3 clusters Score -260575.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -260581.156250 Penalty: 772.029724
	Iteration 37Q: 3 clusters Score -260581.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -260584.187500 Penalty: 772.029724
	Iteration 38Q: 3 clusters Score -260584.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -260585.390625 Penalty: 772.029724
	Iteration 39Q: 3 clusters Score -260585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -260587.562500 Penalty: 772.029724
	Iteration 40F: 3 clusters Score -260587.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -260589.140625 Penalty: 772.029724
	Iteration 41Q: 3 clusters Score -260589.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -260591.515625 Penalty: 772.029724
	Iteration 42Q: 3 clusters Score -260591.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -260593.609375 Penalty: 772.029724
	Iteration 43Q: 3 clusters Score -260593.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -260597.625000 Penalty: 772.029724
	Iteration 44Q: 3 clusters Score -260597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -260598.734375 Penalty: 772.029724
	Iteration 45Q: 3 clusters Score -260598.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -260600.812500 Penalty: 772.029724
	Iteration 46Q: 3 clusters Score -260600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -260601.671875 Penalty: 772.029724
	Iteration 47Q: 3 clusters Score -260601.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -260603.078125 Penalty: 772.029724
	Iteration 48Q: 3 clusters Score -260603.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -260604.500000 Penalty: 772.029724
	Iteration 49Q: 3 clusters Score -260604.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -260605.734375 Penalty: 772.029724
	Iteration 50Q: 3 clusters Score -260605.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -260606.500000 Penalty: 772.029724
	Iteration 51Q: 3 clusters Score -260606.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -260607.000000 Penalty: 772.029724
	Iteration 52Q: 3 clusters Score -260607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -260607.546875 Penalty: 772.029724
	Iteration 53Q: 3 clusters Score -260607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -260607.843750 Penalty: 772.029724
	Iteration 54Q: 3 clusters Score -260607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -260609.046875 Penalty: 772.029724
	Iteration 55Q: 3 clusters Score -260609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -260609.953125 Penalty: 772.029724
	Iteration 56Q: 3 clusters Score -260610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -260610.703125 Penalty: 772.029724
	Iteration 57Q: 3 clusters Score -260610.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -260611.562500 Penalty: 772.029724
	Iteration 58Q: 3 clusters Score -260611.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -260612.750000 Penalty: 772.029724
	Iteration 59Q: 3 clusters Score -260612.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -260615.171875 Penalty: 772.029724
	Iteration 60F: 3 clusters Score -260615.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -260615.843750 Penalty: 772.029724
	Iteration 61Q: 3 clusters Score -260615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -260616.390625 Penalty: 772.029724
	Iteration 62Q: 3 clusters Score -260616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -260616.500000 Penalty: 772.029724
	Iteration 63Q: 3 clusters Score -260616.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -260617.156250 Penalty: 772.029724
	Iteration 64Q: 3 clusters Score -260617.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -260619.312500 Penalty: 772.029724
	Iteration 65Q: 3 clusters Score -260619.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -260622.609375 Penalty: 772.029724
	Iteration 66Q: 3 clusters Score -260622.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -260624.734375 Penalty: 772.029724
	Iteration 67Q: 3 clusters Score -260624.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -260627.296875 Penalty: 772.029724
	Iteration 68Q: 3 clusters Score -260627.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -260629.312500 Penalty: 772.029724
	Iteration 69Q: 3 clusters Score -260629.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -260631.265625 Penalty: 772.029724
	Iteration 70Q: 3 clusters Score -260631.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -260633.375000 Penalty: 772.029724
	Iteration 71Q: 3 clusters Score -260633.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -260633.968750 Penalty: 772.029724
	Iteration 72Q: 3 clusters Score -260634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -260634.859375 Penalty: 772.029724
	Iteration 73Q: 3 clusters Score -260634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -260634.875000 Penalty: 772.029724
	Iteration 74Q: 3 clusters Score -260634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -260637.328125 Penalty: 772.029724
	Iteration 75Q: 3 clusters Score -260637.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -260640.359375 Penalty: 772.029724
	Iteration 76Q: 3 clusters Score -260640.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -260645.437500 Penalty: 772.029724
	Iteration 77Q: 3 clusters Score -260645.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -260652.468750 Penalty: 772.029724
	Iteration 78Q: 3 clusters Score -260652.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -260658.359375 Penalty: 772.029724
	Iteration 79Q: 3 clusters Score -260658.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -260665.890625 Penalty: 772.029724
	Iteration 80F: 3 clusters Score -260665.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -260672.125000 Penalty: 772.029724
	Iteration 81Q: 3 clusters Score -260672.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -260677.843750 Penalty: 772.029724
	Iteration 82Q: 3 clusters Score -260677.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -260682.312500 Penalty: 772.029724
	Iteration 83Q: 3 clusters Score -260682.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -260687.875000 Penalty: 772.029724
	Iteration 84Q: 3 clusters Score -260687.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -260694.125000 Penalty: 772.029724
	Iteration 85Q: 3 clusters Score -260694.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -260698.078125 Penalty: 772.029724
	Iteration 86Q: 3 clusters Score -260698.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -260701.031250 Penalty: 772.029724
	Iteration 87Q: 3 clusters Score -260701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -260702.796875 Penalty: 772.029724
	Iteration 88Q: 3 clusters Score -260702.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -260703.250000 Penalty: 772.029724
	Iteration 89Q: 3 clusters Score -260703.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -260704.406250 Penalty: 772.029724
	Iteration 90Q: 3 clusters Score -260704.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -260705.500000 Penalty: 772.029724
	Iteration 91Q: 3 clusters Score -260705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -260705.859375 Penalty: 772.029724
	Iteration 92Q: 3 clusters Score -260705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -260705.703125 Penalty: 772.029724
	Iteration 93Q: 3 clusters Score -260705.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -260705.890625 Penalty: 772.029724
	Iteration 94Q: 3 clusters Score -260705.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -260705.890625 Penalty: 772.029724
	Iteration 95F: 3 clusters Score -260705.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -32610.732422 Penalty: 295.396912
	Iteration 0F: 2 clusters Score -32610.73 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 330 members 
Entering Unmasked Estep 
Score: -32009.062500 Penalty: 590.793823
	Iteration 0F: 3 clusters Score -32009.06 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -32162.955078 Penalty: 590.793823
	Iteration 1F: 3 clusters Score -32162.96 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32198.656250 Penalty: 590.793823
	Iteration 2F: 3 clusters Score -32198.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -32221.720703 Penalty: 590.793823
	Iteration 3Q: 3 clusters Score -32221.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32239.482422 Penalty: 590.793823
	Iteration 4Q: 3 clusters Score -32239.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32250.550781 Penalty: 590.793823
	Iteration 5Q: 3 clusters Score -32250.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32259.736328 Penalty: 590.793823
	Iteration 6Q: 3 clusters Score -32259.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32269.425781 Penalty: 590.793823
	Iteration 7Q: 3 clusters Score -32269.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32284.001953 Penalty: 590.793823
	Iteration 8Q: 3 clusters Score -32284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32298.839844 Penalty: 590.793823
	Iteration 9Q: 3 clusters Score -32298.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32307.757812 Penalty: 590.793823
	Iteration 10Q: 3 clusters Score -32307.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32313.546875 Penalty: 590.793823
	Iteration 11Q: 3 clusters Score -32313.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32323.345703 Penalty: 590.793823
	Iteration 12Q: 3 clusters Score -32323.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32332.548828 Penalty: 590.793823
	Iteration 13Q: 3 clusters Score -32332.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32342.322266 Penalty: 590.793823
	Iteration 14Q: 3 clusters Score -32342.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32347.802734 Penalty: 590.793823
	Iteration 15Q: 3 clusters Score -32347.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32349.464844 Penalty: 590.793823
	Iteration 16Q: 3 clusters Score -32349.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32351.029297 Penalty: 590.793823
	Iteration 17Q: 3 clusters Score -32351.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32355.095703 Penalty: 590.793823
	Iteration 18Q: 3 clusters Score -32355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -32357.228516 Penalty: 590.793823
	Iteration 19Q: 3 clusters Score -32357.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -32360.892578 Penalty: 590.793823
	Iteration 20F: 3 clusters Score -32360.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32363.560547 Penalty: 590.793823
	Iteration 21Q: 3 clusters Score -32363.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32364.476562 Penalty: 590.793823
	Iteration 22Q: 3 clusters Score -32364.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32364.626953 Penalty: 590.793823
	Iteration 23Q: 3 clusters Score -32364.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32364.626953 Penalty: 590.793823
	Iteration 24F: 3 clusters Score -32364.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Entering Unmasked Estep 
Score: -2896074.250000 Penalty: 494.619415
	Iteration 0F: 2 clusters Score -2896074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -2860505.750000 Penalty: 989.238831
	Iteration 0F: 3 clusters Score -2860506 nChanged 25691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -2877866.750000 Penalty: 989.238831
	Iteration 1F: 3 clusters Score -2877867 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2880438.250000 Penalty: 989.238831
	Iteration 2F: 3 clusters Score -2880438 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2883816.000000 Penalty: 989.238831
	Iteration 3F: 3 clusters Score -2883816 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2887942.500000 Penalty: 989.238831
	Iteration 4F: 3 clusters Score -2887942 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2891260.750000 Penalty: 989.238831
	Iteration 5F: 3 clusters Score -2891261 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2892746.250000 Penalty: 989.238831
	Iteration 6Q: 3 clusters Score -2892746 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2893437.750000 Penalty: 989.238831
	Iteration 7Q: 3 clusters Score -2893438 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2893862.750000 Penalty: 989.238831
	Iteration 8Q: 3 clusters Score -2893863 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2894160.000000 Penalty: 989.238831
	Iteration 9Q: 3 clusters Score -2894160 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2894384.500000 Penalty: 989.238831
	Iteration 10Q: 3 clusters Score -2894384 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2894530.000000 Penalty: 989.238831
	Iteration 11Q: 3 clusters Score -2894530 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2894643.000000 Penalty: 989.238831
	Iteration 12Q: 3 clusters Score -2894643 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2894696.000000 Penalty: 989.238831
	Iteration 13Q: 3 clusters Score -2894696 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2894720.500000 Penalty: 989.238831
	Iteration 14Q: 3 clusters Score -2894720 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -2894749.500000 Penalty: 989.238831
	Iteration 15Q: 3 clusters Score -2894750 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -2894749.500000 Penalty: 989.238831
	Iteration 16Q: 3 clusters Score -2894750 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2894752.750000 Penalty: 989.238831
	Iteration 17Q: 3 clusters Score -2894753 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2894763.500000 Penalty: 989.238831
	Iteration 18Q: 3 clusters Score -2894764 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2894785.250000 Penalty: 989.238831
	Iteration 19Q: 3 clusters Score -2894785 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2894787.000000 Penalty: 989.238831
	Iteration 20F: 3 clusters Score -2894787 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -2894802.500000 Penalty: 989.238831
	Iteration 21Q: 3 clusters Score -2894802 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2894807.250000 Penalty: 989.238831
	Iteration 22Q: 3 clusters Score -2894807 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -2894799.750000 Penalty: 989.238831
	Iteration 23Q: 3 clusters Score -2894800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2894791.750000 Penalty: 989.238831
	Iteration 24Q: 3 clusters Score -2894792 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2894789.250000 Penalty: 989.238831
	Iteration 25Q: 3 clusters Score -2894789 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -2894784.250000 Penalty: 989.238831
	Iteration 26Q: 3 clusters Score -2894784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -2894782.500000 Penalty: 989.238831
	Iteration 27Q: 3 clusters Score -2894782 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -2894797.000000 Penalty: 989.238831
	Iteration 28Q: 3 clusters Score -2894797 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -2894806.250000 Penalty: 989.238831
	Iteration 29Q: 3 clusters Score -2894806 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -2894805.250000 Penalty: 989.238831
	Iteration 30Q: 3 clusters Score -2894805 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -2894811.250000 Penalty: 989.238831
	Iteration 31Q: 3 clusters Score -2894811 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -2894816.000000 Penalty: 989.238831
	Iteration 32Q: 3 clusters Score -2894816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2894810.500000 Penalty: 989.238831
	Iteration 33Q: 3 clusters Score -2894810 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -2894821.250000 Penalty: 989.238831
	Iteration 34Q: 3 clusters Score -2894821 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -2894822.250000 Penalty: 989.238831
	Iteration 35Q: 3 clusters Score -2894822 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -2894825.250000 Penalty: 989.238831
	Iteration 36Q: 3 clusters Score -2894825 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -2894835.000000 Penalty: 989.238831
	Iteration 37Q: 3 clusters Score -2894835 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -2894832.500000 Penalty: 989.238831
	Iteration 38Q: 3 clusters Score -2894832 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -2894832.750000 Penalty: 989.238831
	Iteration 39Q: 3 clusters Score -2894833 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -2894825.750000 Penalty: 989.238831
	Iteration 40F: 3 clusters Score -2894826 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -2894848.750000 Penalty: 989.238831
	Iteration 41Q: 3 clusters Score -2894849 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2894869 nChanged 125
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Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2894871 nChanged 110
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Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2894868 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2894871 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2894868 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2894870 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2894875 nChanged 118
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Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2894877 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2894873 nChanged 110
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Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2894866 nChanged 106
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Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2894867 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2894872 nChanged 109
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Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2894883 nChanged 100
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Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2894885 nChanged 95
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Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2894876 nChanged 84
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Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2894865 nChanged 81
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Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2894863 nChanged 90
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Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2894867 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2894860 nChanged 100
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Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2894870 nChanged 106
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Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2894878 nChanged 108
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Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2894875 nChanged 99
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Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2894876 nChanged 101
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Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2894872 nChanged 118
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Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2894885 nChanged 121
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Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2894894 nChanged 108
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Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2894890 nChanged 106
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Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2894902 nChanged 87
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Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2894908 nChanged 92
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Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2894912 nChanged 82
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Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2894909 nChanged 92
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Mstep: Class 2 contains 30598 members 
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	Iteration 76Q: 3 clusters Score -2894919 nChanged 102
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Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2894918 nChanged 96
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Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2894918 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2894920 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2894922 nChanged 93
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Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2894924 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2894927 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2894927 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2894932 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2894931 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
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	Iteration 86Q: 3 clusters Score -2894932 nChanged 87
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Mstep: Class 1 contains 21084 members 
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	Iteration 87Q: 3 clusters Score -2894934 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 31618 members 
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Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 31717 members 
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	Iteration 89Q: 3 clusters Score -2894926 nChanged 94
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Mstep: Class 1 contains 20804 members 
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	Iteration 90Q: 3 clusters Score -2894932 nChanged 97
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Mstep: Class 1 contains 20707 members 
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	Iteration 91Q: 3 clusters Score -2894930 nChanged 99
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Mstep: Class 1 contains 20608 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2894936 nChanged 100
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	Iteration 94Q: 3 clusters Score -2894939 nChanged 118
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Mstep: Class 1 contains 20268 members 
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Mstep: Class 1 contains 20168 members 
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	Iteration 96Q: 3 clusters Score -2894956 nChanged 103
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Mstep: Class 1 contains 20065 members 
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	Iteration 97Q: 3 clusters Score -2894959 nChanged 94
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Mstep: Class 1 contains 19971 members 
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	Iteration 98Q: 3 clusters Score -2894969 nChanged 87
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Mstep: Class 1 contains 19884 members 
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Mstep: Class 1 contains 19803 members 
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	Iteration 100F: 3 clusters Score -2894970 nChanged 78
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Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2894960 nChanged 70
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Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 32960 members 
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	Iteration 102Q: 3 clusters Score -2894962 nChanged 69
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Mstep: Class 1 contains 19586 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2894964 nChanged 87
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Mstep: Class 1 contains 19499 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2894962 nChanged 72
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Mstep: Class 1 contains 19427 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2894960 nChanged 77
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Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 33265 members 
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	Iteration 106Q: 3 clusters Score -2894965 nChanged 63
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Mstep: Class 1 contains 19287 members 
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	Iteration 107Q: 3 clusters Score -2894960 nChanged 53
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	Iteration 108Q: 3 clusters Score -2894956 nChanged 44
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Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 33425 members 
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	Iteration 109Q: 3 clusters Score -2894962 nChanged 35
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Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 33460 members 
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	Iteration 110Q: 3 clusters Score -2894957 nChanged 42
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Mstep: Class 1 contains 19113 members 
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	Iteration 111Q: 3 clusters Score -2894957 nChanged 42
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Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 33544 members 
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	Iteration 112Q: 3 clusters Score -2894956 nChanged 33
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Mstep: Class 1 contains 19040 members 
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	Iteration 113Q: 3 clusters Score -2894955 nChanged 41
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Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2894962 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 33665 members 
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	Iteration 115Q: 3 clusters Score -2894959 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 33726 members 
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	Iteration 116Q: 3 clusters Score -2894958 nChanged 71
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Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2894954 nChanged 79
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2894959 nChanged 92
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Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2894969 nChanged 104
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Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2894967 nChanged 107
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Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2894965 nChanged 125
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2894967 nChanged 126
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Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2894973 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2894985 nChanged 128
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Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2894988 nChanged 115
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Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -2895002.250000 Penalty: 989.238831
	Iteration 126Q: 3 clusters Score -2895002 nChanged 105
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Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2895012 nChanged 110
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Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -2895021.750000 Penalty: 989.238831
	Iteration 128Q: 3 clusters Score -2895022 nChanged 112
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Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -2895018.250000 Penalty: 989.238831
	Iteration 129Q: 3 clusters Score -2895018 nChanged 101
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Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2895022 nChanged 111
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Mstep: Class 1 contains 17264 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2895018 nChanged 110
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Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -2895024.000000 Penalty: 989.238831
	Iteration 132Q: 3 clusters Score -2895024 nChanged 97
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Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2895027 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2895025 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2895037 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2895030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2895024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2895029 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2895032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2895032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2895037 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -2895042.500000 Penalty: 989.238831
	Iteration 142Q: 3 clusters Score -2895042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -2895039.750000 Penalty: 989.238831
	Iteration 143Q: 3 clusters Score -2895040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2895039 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -2895040.500000 Penalty: 989.238831
	Iteration 145Q: 3 clusters Score -2895040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -2895047.250000 Penalty: 989.238831
	Iteration 146Q: 3 clusters Score -2895047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -2895049.250000 Penalty: 989.238831
	Iteration 147Q: 3 clusters Score -2895049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -2895057.250000 Penalty: 989.238831
	Iteration 148Q: 3 clusters Score -2895057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2895048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -2895046.750000 Penalty: 989.238831
	Iteration 150Q: 3 clusters Score -2895047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2895033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -2895034.000000 Penalty: 989.238831
	Iteration 152Q: 3 clusters Score -2895034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2895034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2895034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -2895031.750000 Penalty: 989.238831
	Iteration 155Q: 3 clusters Score -2895032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2895032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -2895026.000000 Penalty: 989.238831
	Iteration 157Q: 3 clusters Score -2895026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -2895025.250000 Penalty: 989.238831
	Iteration 158Q: 3 clusters Score -2895025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -2895030.000000 Penalty: 989.238831
	Iteration 159Q: 3 clusters Score -2895030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -2895027.750000 Penalty: 989.238831
	Iteration 160F: 3 clusters Score -2895028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2895032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2895029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2895027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2895029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2895029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -2895024.500000 Penalty: 989.238831
	Iteration 166Q: 3 clusters Score -2895024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2895029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -2895026.250000 Penalty: 989.238831
	Iteration 168Q: 3 clusters Score -2895026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -2895036.250000 Penalty: 989.238831
	Iteration 169Q: 3 clusters Score -2895036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2895028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2895025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -2895020.750000 Penalty: 989.238831
	Iteration 172Q: 3 clusters Score -2895021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -2895021.500000 Penalty: 989.238831
	Iteration 173Q: 3 clusters Score -2895022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -2895020.250000 Penalty: 989.238831
	Iteration 174Q: 3 clusters Score -2895020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -2895020.750000 Penalty: 989.238831
	Iteration 175Q: 3 clusters Score -2895021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -2895026.000000 Penalty: 989.238831
	Iteration 176Q: 3 clusters Score -2895026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2895026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -2895023.250000 Penalty: 989.238831
	Iteration 178Q: 3 clusters Score -2895023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -2895027.250000 Penalty: 989.238831
	Iteration 179Q: 3 clusters Score -2895027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -2895027.750000 Penalty: 989.238831
	Iteration 180F: 3 clusters Score -2895028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2895026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -2895026.000000 Penalty: 989.238831
	Iteration 182Q: 3 clusters Score -2895026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -2895020.750000 Penalty: 989.238831
	Iteration 183Q: 3 clusters Score -2895021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -2895011.250000 Penalty: 989.238831
	Iteration 184Q: 3 clusters Score -2895011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -2895012.750000 Penalty: 989.238831
	Iteration 185Q: 3 clusters Score -2895013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -2895015.000000 Penalty: 989.238831
	Iteration 186Q: 3 clusters Score -2895015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -2895020.750000 Penalty: 989.238831
	Iteration 187Q: 3 clusters Score -2895021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2895016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2895012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -2895007.250000 Penalty: 989.238831
	Iteration 190Q: 3 clusters Score -2895007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -2895004.250000 Penalty: 989.238831
	Iteration 191Q: 3 clusters Score -2895004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -2895005.000000 Penalty: 989.238831
	Iteration 192Q: 3 clusters Score -2895005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -2895006.500000 Penalty: 989.238831
	Iteration 193Q: 3 clusters Score -2895006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -2895001.000000 Penalty: 989.238831
	Iteration 194Q: 3 clusters Score -2895001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -2895000.250000 Penalty: 989.238831
	Iteration 195Q: 3 clusters Score -2895000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -2894999.250000 Penalty: 989.238831
	Iteration 196Q: 3 clusters Score -2894999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -2895005.000000 Penalty: 989.238831
	Iteration 197Q: 3 clusters Score -2895005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -2895002.750000 Penalty: 989.238831
	Iteration 198Q: 3 clusters Score -2895003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -2894996.750000 Penalty: 989.238831
	Iteration 199Q: 3 clusters Score -2894997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -2894992.250000 Penalty: 989.238831
	Iteration 200F: 3 clusters Score -2894992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -2894992.500000 Penalty: 989.238831
	Iteration 201Q: 3 clusters Score -2894992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -2894990.750000 Penalty: 989.238831
	Iteration 202Q: 3 clusters Score -2894991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -2894996.750000 Penalty: 989.238831
	Iteration 203Q: 3 clusters Score -2894997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -2894993.750000 Penalty: 989.238831
	Iteration 204Q: 3 clusters Score -2894994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -2894996.750000 Penalty: 989.238831
	Iteration 205Q: 3 clusters Score -2894997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -2894997.250000 Penalty: 989.238831
	Iteration 206Q: 3 clusters Score -2894997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -2895000.250000 Penalty: 989.238831
	Iteration 207Q: 3 clusters Score -2895000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -2895000.000000 Penalty: 989.238831
	Iteration 208Q: 3 clusters Score -2895000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -2895003.250000 Penalty: 989.238831
	Iteration 209Q: 3 clusters Score -2895003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -2895002.750000 Penalty: 989.238831
	Iteration 210Q: 3 clusters Score -2895003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -2895000.000000 Penalty: 989.238831
	Iteration 211Q: 3 clusters Score -2895000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -2895002.500000 Penalty: 989.238831
	Iteration 212Q: 3 clusters Score -2895002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -2895005.000000 Penalty: 989.238831
	Iteration 213Q: 3 clusters Score -2895005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2895006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2895003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -2895002.750000 Penalty: 989.238831
	Iteration 216F: 3 clusters Score -2895003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (41464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41464 members 
Entering Unmasked Estep 
Score: -2086476.625000 Penalty: 483.782410
	Iteration 0F: 2 clusters Score -2086477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2058948.500000 Penalty: 967.564819
	Iteration 0F: 3 clusters Score -2058948 nChanged 19904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2070170.125000 Penalty: 967.564819
	Iteration 1F: 3 clusters Score -2070170 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2070565.375000 Penalty: 967.564819
	Iteration 2Q: 3 clusters Score -2070565 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2071194.750000 Penalty: 967.564819
	Iteration 3Q: 3 clusters Score -2071195 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2072316.875000 Penalty: 967.564819
	Iteration 4Q: 3 clusters Score -2072317 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2074319.375000 Penalty: 967.564819
	Iteration 5F: 3 clusters Score -2074319 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2077162.875000 Penalty: 967.564819
	Iteration 6F: 3 clusters Score -2077163 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2079980.625000 Penalty: 967.564819
	Iteration 7F: 3 clusters Score -2079981 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2081832.500000 Penalty: 967.564819
	Iteration 8Q: 3 clusters Score -2081832 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2082916.625000 Penalty: 967.564819
	Iteration 9Q: 3 clusters Score -2082917 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2083661.250000 Penalty: 967.564819
	Iteration 10Q: 3 clusters Score -2083661 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2084237.125000 Penalty: 967.564819
	Iteration 11Q: 3 clusters Score -2084237 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2084675.375000 Penalty: 967.564819
	Iteration 12Q: 3 clusters Score -2084675 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2085072.375000 Penalty: 967.564819
	Iteration 13Q: 3 clusters Score -2085072 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2085356.000000 Penalty: 967.564819
	Iteration 14Q: 3 clusters Score -2085356 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2085571.750000 Penalty: 967.564819
	Iteration 15Q: 3 clusters Score -2085572 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2085710.875000 Penalty: 967.564819
	Iteration 16Q: 3 clusters Score -2085711 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2085822.125000 Penalty: 967.564819
	Iteration 17Q: 3 clusters Score -2085822 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2085910.750000 Penalty: 967.564819
	Iteration 18Q: 3 clusters Score -2085911 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2085963.375000 Penalty: 967.564819
	Iteration 19Q: 3 clusters Score -2085963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2085984.375000 Penalty: 967.564819
	Iteration 20F: 3 clusters Score -2085984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2085992.875000 Penalty: 967.564819
	Iteration 21Q: 3 clusters Score -2085993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2086001.625000 Penalty: 967.564819
	Iteration 22Q: 3 clusters Score -2086002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2086008.000000 Penalty: 967.564819
	Iteration 23Q: 3 clusters Score -2086008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2086016.500000 Penalty: 967.564819
	Iteration 24Q: 3 clusters Score -2086016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2086021.500000 Penalty: 967.564819
	Iteration 25Q: 3 clusters Score -2086022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2086025.500000 Penalty: 967.564819
	Iteration 26Q: 3 clusters Score -2086026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2086029.625000 Penalty: 967.564819
	Iteration 27Q: 3 clusters Score -2086030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2086031.250000 Penalty: 967.564819
	Iteration 28Q: 3 clusters Score -2086031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2086032.750000 Penalty: 967.564819
	Iteration 29Q: 3 clusters Score -2086033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2086035.375000 Penalty: 967.564819
	Iteration 30Q: 3 clusters Score -2086035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2086040.000000 Penalty: 967.564819
	Iteration 31Q: 3 clusters Score -2086040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2086041.875000 Penalty: 967.564819
	Iteration 32Q: 3 clusters Score -2086042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2086040.500000 Penalty: 967.564819
	Iteration 33Q: 3 clusters Score -2086040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2086040.500000 Penalty: 967.564819
	Iteration 34F: 3 clusters Score -2086040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Entering Unmasked Estep 
Score: -1933046.000000 Penalty: 475.831360
	Iteration 0F: 2 clusters Score -1933046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1909848.500000 Penalty: 951.662720
	Iteration 0F: 3 clusters Score -1909848 nChanged 16619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1919524.625000 Penalty: 951.662720
	Iteration 1F: 3 clusters Score -1919525 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -1919889.000000 Penalty: 951.662720
	Iteration 2Q: 3 clusters Score -1919889 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1920400.000000 Penalty: 951.662720
	Iteration 3Q: 3 clusters Score -1920400 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1921170.375000 Penalty: 951.662720
	Iteration 4Q: 3 clusters Score -1921170 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1922471.625000 Penalty: 951.662720
	Iteration 5F: 3 clusters Score -1922472 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1924494.000000 Penalty: 951.662720
	Iteration 6F: 3 clusters Score -1924494 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1926862.750000 Penalty: 951.662720
	Iteration 7F: 3 clusters Score -1926863 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1928421.000000 Penalty: 951.662720
	Iteration 8F: 3 clusters Score -1928421 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1929342.125000 Penalty: 951.662720
	Iteration 9Q: 3 clusters Score -1929342 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1929961.625000 Penalty: 951.662720
	Iteration 10Q: 3 clusters Score -1929962 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1930489.125000 Penalty: 951.662720
	Iteration 11Q: 3 clusters Score -1930489 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1930928.125000 Penalty: 951.662720
	Iteration 12Q: 3 clusters Score -1930928 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1931277.500000 Penalty: 951.662720
	Iteration 13Q: 3 clusters Score -1931278 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1931547.500000 Penalty: 951.662720
	Iteration 14Q: 3 clusters Score -1931548 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1931785.875000 Penalty: 951.662720
	Iteration 15Q: 3 clusters Score -1931786 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1931992.875000 Penalty: 951.662720
	Iteration 16Q: 3 clusters Score -1931993 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1932150.125000 Penalty: 951.662720
	Iteration 17Q: 3 clusters Score -1932150 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1932259.875000 Penalty: 951.662720
	Iteration 18Q: 3 clusters Score -1932260 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1932350.500000 Penalty: 951.662720
	Iteration 19Q: 3 clusters Score -1932350 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1932404.500000 Penalty: 951.662720
	Iteration 20F: 3 clusters Score -1932404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1932445.750000 Penalty: 951.662720
	Iteration 21Q: 3 clusters Score -1932446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1932464.875000 Penalty: 951.662720
	Iteration 22Q: 3 clusters Score -1932465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1932488.375000 Penalty: 951.662720
	Iteration 23Q: 3 clusters Score -1932488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1932501.750000 Penalty: 951.662720
	Iteration 24Q: 3 clusters Score -1932502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1932520.500000 Penalty: 951.662720
	Iteration 25Q: 3 clusters Score -1932520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1932541.625000 Penalty: 951.662720
	Iteration 26Q: 3 clusters Score -1932542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1932566.000000 Penalty: 951.662720
	Iteration 27Q: 3 clusters Score -1932566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1932571.375000 Penalty: 951.662720
	Iteration 28Q: 3 clusters Score -1932571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1932579.750000 Penalty: 951.662720
	Iteration 29Q: 3 clusters Score -1932580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1932587.125000 Penalty: 951.662720
	Iteration 30Q: 3 clusters Score -1932587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1932585.125000 Penalty: 951.662720
	Iteration 31Q: 3 clusters Score -1932585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1932590.625000 Penalty: 951.662720
	Iteration 32Q: 3 clusters Score -1932591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1932601.250000 Penalty: 951.662720
	Iteration 33Q: 3 clusters Score -1932601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1932604.375000 Penalty: 951.662720
	Iteration 34Q: 3 clusters Score -1932604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1932603.750000 Penalty: 951.662720
	Iteration 35Q: 3 clusters Score -1932604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1932605.750000 Penalty: 951.662720
	Iteration 36Q: 3 clusters Score -1932606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1932606.625000 Penalty: 951.662720
	Iteration 37Q: 3 clusters Score -1932607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1932607.000000 Penalty: 951.662720
	Iteration 38Q: 3 clusters Score -1932607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1932607.750000 Penalty: 951.662720
	Iteration 39Q: 3 clusters Score -1932608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1932611.375000 Penalty: 951.662720
	Iteration 40F: 3 clusters Score -1932611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1932611.625000 Penalty: 951.662720
	Iteration 41Q: 3 clusters Score -1932612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1932612.000000 Penalty: 951.662720
	Iteration 42Q: 3 clusters Score -1932612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1932615.000000 Penalty: 951.662720
	Iteration 43Q: 3 clusters Score -1932615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1932614.625000 Penalty: 951.662720
	Iteration 44Q: 3 clusters Score -1932615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1932616.000000 Penalty: 951.662720
	Iteration 45Q: 3 clusters Score -1932616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1932617.750000 Penalty: 951.662720
	Iteration 46Q: 3 clusters Score -1932618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1932617.500000 Penalty: 951.662720
	Iteration 47Q: 3 clusters Score -1932618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1932619.875000 Penalty: 951.662720
	Iteration 48Q: 3 clusters Score -1932620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1932620.125000 Penalty: 951.662720
	Iteration 49Q: 3 clusters Score -1932620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1932620.250000 Penalty: 951.662720
	Iteration 50Q: 3 clusters Score -1932620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1932621.375000 Penalty: 951.662720
	Iteration 51Q: 3 clusters Score -1932621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1932619.875000 Penalty: 951.662720
	Iteration 52Q: 3 clusters Score -1932620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1932619.000000 Penalty: 951.662720
	Iteration 53Q: 3 clusters Score -1932619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1932620.375000 Penalty: 951.662720
	Iteration 54Q: 3 clusters Score -1932620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1932624.125000 Penalty: 951.662720
	Iteration 55Q: 3 clusters Score -1932624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1932626.125000 Penalty: 951.662720
	Iteration 56Q: 3 clusters Score -1932626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1932624.625000 Penalty: 951.662720
	Iteration 57Q: 3 clusters Score -1932625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1932630.250000 Penalty: 951.662720
	Iteration 58Q: 3 clusters Score -1932630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1932633.250000 Penalty: 951.662720
	Iteration 59Q: 3 clusters Score -1932633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1932629.625000 Penalty: 951.662720
	Iteration 60F: 3 clusters Score -1932630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1932628.375000 Penalty: 951.662720
	Iteration 61Q: 3 clusters Score -1932628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1932628.375000 Penalty: 951.662720
	Iteration 62F: 3 clusters Score -1932628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (99245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Entering Unmasked Estep 
Score: -5298820.500000 Penalty: 523.493286
	Iteration 0F: 2 clusters Score -5298820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -5233998.500000 Penalty: 1046.986572
	Iteration 0F: 3 clusters Score -5233998 nChanged 48656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -5266678.500000 Penalty: 1046.986572
	Iteration 1F: 3 clusters Score -5266678 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -5271295.000000 Penalty: 1046.986572
	Iteration 2F: 3 clusters Score -5271295 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -5278048.000000 Penalty: 1046.986572
	Iteration 3F: 3 clusters Score -5278048 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5285918.000000 Penalty: 1046.986572
	Iteration 4F: 3 clusters Score -5285918 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -5292735.500000 Penalty: 1046.986572
	Iteration 5F: 3 clusters Score -5292736 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5296532.000000 Penalty: 1046.986572
	Iteration 6Q: 3 clusters Score -5296532 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98528 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5297842.000000 Penalty: 1046.986572
	Iteration 7Q: 3 clusters Score -5297842 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98965 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5298184.000000 Penalty: 1046.986572
	Iteration 8Q: 3 clusters Score -5298184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5298292.000000 Penalty: 1046.986572
	Iteration 9Q: 3 clusters Score -5298292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99141 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5298347.000000 Penalty: 1046.986572
	Iteration 10Q: 3 clusters Score -5298347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5298372.000000 Penalty: 1046.986572
	Iteration 11Q: 3 clusters Score -5298372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99154 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5298392.500000 Penalty: 1046.986572
	Iteration 12Q: 3 clusters Score -5298392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99155 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -5298410.000000 Penalty: 1046.986572
	Iteration 13Q: 3 clusters Score -5298410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99145 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -5298425.500000 Penalty: 1046.986572
	Iteration 14Q: 3 clusters Score -5298426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5298439.500000 Penalty: 1046.986572
	Iteration 15Q: 3 clusters Score -5298440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5298450.000000 Penalty: 1046.986572
	Iteration 16Q: 3 clusters Score -5298450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99118 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5298454.000000 Penalty: 1046.986572
	Iteration 17Q: 3 clusters Score -5298454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99110 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5298463.000000 Penalty: 1046.986572
	Iteration 18Q: 3 clusters Score -5298463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99109 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -5298463.500000 Penalty: 1046.986572
	Iteration 19Q: 3 clusters Score -5298464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5298466.000000 Penalty: 1046.986572
	Iteration 20F: 3 clusters Score -5298466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5298469.000000 Penalty: 1046.986572
	Iteration 21Q: 3 clusters Score -5298469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5298470.000000 Penalty: 1046.986572
	Iteration 22Q: 3 clusters Score -5298470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5298470.000000 Penalty: 1046.986572
	Iteration 23F: 3 clusters Score -5298470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -27751.789062 Penalty: 283.217407
	Iteration 0F: 2 clusters Score -27751.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27262.046875 Penalty: 566.434814
	Iteration 0F: 3 clusters Score -27262.05 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27391.677734 Penalty: 566.434814
	Iteration 1F: 3 clusters Score -27391.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27419.273438 Penalty: 566.434814
	Iteration 2F: 3 clusters Score -27419.27 nChanged 18
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: -27431.835938 Penalty: 566.434814
	Iteration 3Q: 3 clusters Score -27431.84 nChanged 14
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: -27441.375000 Penalty: 566.434814
	Iteration 4Q: 3 clusters Score -27441.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27447.679688 Penalty: 566.434814
	Iteration 5Q: 3 clusters Score -27447.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27450.470703 Penalty: 566.434814
	Iteration 6Q: 3 clusters Score -27450.47 nChanged 4
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: -27453.841797 Penalty: 566.434814
	Iteration 7Q: 3 clusters Score -27453.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27455.414062 Penalty: 566.434814
	Iteration 8Q: 3 clusters Score -27455.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27455.853516 Penalty: 566.434814
	Iteration 9Q: 3 clusters Score -27455.85 nChanged 3
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: -27457.226562 Penalty: 566.434814
	Iteration 10Q: 3 clusters Score -27457.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -27458.445312 Penalty: 566.434814
	Iteration 11Q: 3 clusters Score -27458.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27458.613281 Penalty: 566.434814
	Iteration 12Q: 3 clusters Score -27458.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27458.613281 Penalty: 566.434814
	Iteration 13F: 3 clusters Score -27458.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -114397.617188 Penalty: 353.965759
	Iteration 0F: 2 clusters Score -114397.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -112696.773438 Penalty: 707.931519
	Iteration 0F: 3 clusters Score -112696.8 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -113203.914062 Penalty: 707.931519
	Iteration 1F: 3 clusters Score -113203.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -113279.789062 Penalty: 707.931519
	Iteration 2F: 3 clusters Score -113279.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -113340.601562 Penalty: 707.931519
	Iteration 3F: 3 clusters Score -113340.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -113398.992188 Penalty: 707.931519
	Iteration 4Q: 3 clusters Score -113399 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -113460.804688 Penalty: 707.931519
	Iteration 5Q: 3 clusters Score -113460.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -113536.546875 Penalty: 707.931519
	Iteration 6Q: 3 clusters Score -113536.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -113624.695312 Penalty: 707.931519
	Iteration 7Q: 3 clusters Score -113624.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -113707.203125 Penalty: 707.931519
	Iteration 8Q: 3 clusters Score -113707.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -113777.304688 Penalty: 707.931519
	Iteration 9Q: 3 clusters Score -113777.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -113819.921875 Penalty: 707.931519
	Iteration 10Q: 3 clusters Score -113819.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -113850.445312 Penalty: 707.931519
	Iteration 11Q: 3 clusters Score -113850.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -113883.710938 Penalty: 707.931519
	Iteration 12Q: 3 clusters Score -113883.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -113911.968750 Penalty: 707.931519
	Iteration 13Q: 3 clusters Score -113912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -113935.289062 Penalty: 707.931519
	Iteration 14Q: 3 clusters Score -113935.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -113947.109375 Penalty: 707.931519
	Iteration 15Q: 3 clusters Score -113947.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -113956.671875 Penalty: 707.931519
	Iteration 16Q: 3 clusters Score -113956.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -113963.460938 Penalty: 707.931519
	Iteration 17Q: 3 clusters Score -113963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -113966.976562 Penalty: 707.931519
	Iteration 18Q: 3 clusters Score -113967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -113968.492188 Penalty: 707.931519
	Iteration 19Q: 3 clusters Score -113968.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -113970.945312 Penalty: 707.931519
	Iteration 20F: 3 clusters Score -113970.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -113974.789062 Penalty: 707.931519
	Iteration 21Q: 3 clusters Score -113974.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113983.968750 Penalty: 707.931519
	Iteration 22Q: 3 clusters Score -113984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -113991.851562 Penalty: 707.931519
	Iteration 23Q: 3 clusters Score -113991.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -113998.320312 Penalty: 707.931519
	Iteration 24Q: 3 clusters Score -113998.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -114008.421875 Penalty: 707.931519
	Iteration 25Q: 3 clusters Score -114008.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -114018.625000 Penalty: 707.931519
	Iteration 26Q: 3 clusters Score -114018.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -114025.476562 Penalty: 707.931519
	Iteration 27Q: 3 clusters Score -114025.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -114032.085938 Penalty: 707.931519
	Iteration 28Q: 3 clusters Score -114032.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -114039.617188 Penalty: 707.931519
	Iteration 29Q: 3 clusters Score -114039.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -114045.554688 Penalty: 707.931519
	Iteration 30Q: 3 clusters Score -114045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -114050.546875 Penalty: 707.931519
	Iteration 31Q: 3 clusters Score -114050.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -114055.578125 Penalty: 707.931519
	Iteration 32Q: 3 clusters Score -114055.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -114060.828125 Penalty: 707.931519
	Iteration 33Q: 3 clusters Score -114060.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -114066.007812 Penalty: 707.931519
	Iteration 34Q: 3 clusters Score -114066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -114071.359375 Penalty: 707.931519
	Iteration 35Q: 3 clusters Score -114071.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -114076.828125 Penalty: 707.931519
	Iteration 36Q: 3 clusters Score -114076.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -114083.203125 Penalty: 707.931519
	Iteration 37Q: 3 clusters Score -114083.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -114088.742188 Penalty: 707.931519
	Iteration 38Q: 3 clusters Score -114088.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -114095.726562 Penalty: 707.931519
	Iteration 39Q: 3 clusters Score -114095.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -114101.562500 Penalty: 707.931519
	Iteration 40F: 3 clusters Score -114101.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -114109.023438 Penalty: 707.931519
	Iteration 41Q: 3 clusters Score -114109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -114120.000000 Penalty: 707.931519
	Iteration 42Q: 3 clusters Score -114120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -114142.007812 Penalty: 707.931519
	Iteration 43Q: 3 clusters Score -114142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -114158.359375 Penalty: 707.931519
	Iteration 44Q: 3 clusters Score -114158.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -114168.148438 Penalty: 707.931519
	Iteration 45Q: 3 clusters Score -114168.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -114174.156250 Penalty: 707.931519
	Iteration 46Q: 3 clusters Score -114174.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -114176.851562 Penalty: 707.931519
	Iteration 47Q: 3 clusters Score -114176.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -114179.273438 Penalty: 707.931519
	Iteration 48Q: 3 clusters Score -114179.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -114181.906250 Penalty: 707.931519
	Iteration 49Q: 3 clusters Score -114181.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -114183.328125 Penalty: 707.931519
	Iteration 50Q: 3 clusters Score -114183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -114183.742188 Penalty: 707.931519
	Iteration 51Q: 3 clusters Score -114183.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -114184.000000 Penalty: 707.931519
	Iteration 52Q: 3 clusters Score -114184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -114184.000000 Penalty: 707.931519
	Iteration 53F: 3 clusters Score -114184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (141807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141807 members 
Entering Unmasked Estep 
Score: -7363724.500000 Penalty: 539.731140
	Iteration 0F: 2 clusters Score -7363724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 71040 members 
Entering Unmasked Estep 
Score: -7268346.000000 Penalty: 1079.462280
	Iteration 0F: 3 clusters Score -7268346 nChanged 69709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 80745 members 
Entering Unmasked Estep 
Score: -7312234.000000 Penalty: 1079.462280
	Iteration 1F: 3 clusters Score -7312234 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 86242 members 
Entering Unmasked Estep 
Score: -7315698.500000 Penalty: 1079.462280
	Iteration 2F: 3 clusters Score -7315698 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -7321328.500000 Penalty: 1079.462280
	Iteration 3F: 3 clusters Score -7321328 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 102627 members 
Entering Unmasked Estep 
Score: -7329653.500000 Penalty: 1079.462280
	Iteration 4F: 3 clusters Score -7329654 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 111626 members 
Entering Unmasked Estep 
Score: -7339534.000000 Penalty: 1079.462280
	Iteration 5F: 3 clusters Score -7339534 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 118495 members 
Entering Unmasked Estep 
Score: -7348112.500000 Penalty: 1079.462280
	Iteration 6F: 3 clusters Score -7348112 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -7352962.000000 Penalty: 1079.462280
	Iteration 7Q: 3 clusters Score -7352962 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 124366 members 
Entering Unmasked Estep 
Score: -7355284.500000 Penalty: 1079.462280
	Iteration 8Q: 3 clusters Score -7355284 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 126158 members 
Entering Unmasked Estep 
Score: -7356885.000000 Penalty: 1079.462280
	Iteration 9Q: 3 clusters Score -7356885 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 127649 members 
Entering Unmasked Estep 
Score: -7358069.500000 Penalty: 1079.462280
	Iteration 10Q: 3 clusters Score -7358070 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 128899 members 
Entering Unmasked Estep 
Score: -7359061.000000 Penalty: 1079.462280
	Iteration 11Q: 3 clusters Score -7359061 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 129975 members 
Entering Unmasked Estep 
Score: -7359847.000000 Penalty: 1079.462280
	Iteration 12Q: 3 clusters Score -7359847 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 130851 members 
Entering Unmasked Estep 
Score: -7360466.500000 Penalty: 1079.462280
	Iteration 13Q: 3 clusters Score -7360466 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 131567 members 
Entering Unmasked Estep 
Score: -7361045.000000 Penalty: 1079.462280
	Iteration 14Q: 3 clusters Score -7361045 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 132173 members 
Entering Unmasked Estep 
Score: -7361462.500000 Penalty: 1079.462280
	Iteration 15Q: 3 clusters Score -7361462 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 132672 members 
Entering Unmasked Estep 
Score: -7361845.500000 Penalty: 1079.462280
	Iteration 16Q: 3 clusters Score -7361846 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 133103 members 
Entering Unmasked Estep 
Score: -7362146.500000 Penalty: 1079.462280
	Iteration 17Q: 3 clusters Score -7362146 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 133478 members 
Entering Unmasked Estep 
Score: -7362431.000000 Penalty: 1079.462280
	Iteration 18Q: 3 clusters Score -7362431 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 133771 members 
Entering Unmasked Estep 
Score: -7362659.500000 Penalty: 1079.462280
	Iteration 19Q: 3 clusters Score -7362660 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 133975 members 
Entering Unmasked Estep 
Score: -7362848.500000 Penalty: 1079.462280
	Iteration 20F: 3 clusters Score -7362848 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 134109 members 
Entering Unmasked Estep 
Score: -7363044.500000 Penalty: 1079.462280
	Iteration 21Q: 3 clusters Score -7363044 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 134198 members 
Entering Unmasked Estep 
Score: -7363192.500000 Penalty: 1079.462280
	Iteration 22Q: 3 clusters Score -7363192 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 134254 members 
Entering Unmasked Estep 
Score: -7363329.000000 Penalty: 1079.462280
	Iteration 23Q: 3 clusters Score -7363329 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 134313 members 
Entering Unmasked Estep 
Score: -7363410.500000 Penalty: 1079.462280
	Iteration 24Q: 3 clusters Score -7363410 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 134381 members 
Entering Unmasked Estep 
Score: -7363489.000000 Penalty: 1079.462280
	Iteration 25Q: 3 clusters Score -7363489 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 134446 members 
Entering Unmasked Estep 
Score: -7363552.000000 Penalty: 1079.462280
	Iteration 26Q: 3 clusters Score -7363552 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 134522 members 
Entering Unmasked Estep 
Score: -7363559.500000 Penalty: 1079.462280
	Iteration 27Q: 3 clusters Score -7363560 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 134590 members 
Entering Unmasked Estep 
Score: -7363615.000000 Penalty: 1079.462280
	Iteration 28Q: 3 clusters Score -7363615 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 134665 members 
Entering Unmasked Estep 
Score: -7363657.000000 Penalty: 1079.462280
	Iteration 29Q: 3 clusters Score -7363657 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 134732 members 
Entering Unmasked Estep 
Score: -7363668.000000 Penalty: 1079.462280
	Iteration 30Q: 3 clusters Score -7363668 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 134813 members 
Entering Unmasked Estep 
Score: -7363672.000000 Penalty: 1079.462280
	Iteration 31Q: 3 clusters Score -7363672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 134888 members 
Entering Unmasked Estep 
Score: -7363664.000000 Penalty: 1079.462280
	Iteration 32Q: 3 clusters Score -7363664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 134951 members 
Entering Unmasked Estep 
Score: -7363671.000000 Penalty: 1079.462280
	Iteration 33Q: 3 clusters Score -7363671 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 135004 members 
Entering Unmasked Estep 
Score: -7363680.000000 Penalty: 1079.462280
	Iteration 34Q: 3 clusters Score -7363680 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 135056 members 
Entering Unmasked Estep 
Score: -7363695.500000 Penalty: 1079.462280
	Iteration 35Q: 3 clusters Score -7363696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 135109 members 
Entering Unmasked Estep 
Score: -7363678.500000 Penalty: 1079.462280
	Iteration 36Q: 3 clusters Score -7363678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 135161 members 
Entering Unmasked Estep 
Score: -7363683.000000 Penalty: 1079.462280
	Iteration 37Q: 3 clusters Score -7363683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 135203 members 
Entering Unmasked Estep 
Score: -7363664.000000 Penalty: 1079.462280
	Iteration 38Q: 3 clusters Score -7363664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 135243 members 
Entering Unmasked Estep 
Score: -7363667.500000 Penalty: 1079.462280
	Iteration 39Q: 3 clusters Score -7363668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 135273 members 
Entering Unmasked Estep 
Score: -7363664.000000 Penalty: 1079.462280
	Iteration 40F: 3 clusters Score -7363664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 135303 members 
Entering Unmasked Estep 
Score: -7363665.500000 Penalty: 1079.462280
	Iteration 41Q: 3 clusters Score -7363666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 135332 members 
Entering Unmasked Estep 
Score: -7363659.500000 Penalty: 1079.462280
	Iteration 42Q: 3 clusters Score -7363660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 135368 members 
Entering Unmasked Estep 
Score: -7363664.500000 Penalty: 1079.462280
	Iteration 43Q: 3 clusters Score -7363664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 135414 members 
Entering Unmasked Estep 
Score: -7363662.500000 Penalty: 1079.462280
	Iteration 44Q: 3 clusters Score -7363662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 135461 members 
Entering Unmasked Estep 
Score: -7363656.000000 Penalty: 1079.462280
	Iteration 45Q: 3 clusters Score -7363656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 135510 members 
Entering Unmasked Estep 
Score: -7363657.000000 Penalty: 1079.462280
	Iteration 46Q: 3 clusters Score -7363657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 135554 members 
Entering Unmasked Estep 
Score: -7363653.500000 Penalty: 1079.462280
	Iteration 47Q: 3 clusters Score -7363654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 135605 members 
Entering Unmasked Estep 
Score: -7363658.000000 Penalty: 1079.462280
	Iteration 48Q: 3 clusters Score -7363658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 135641 members 
Entering Unmasked Estep 
Score: -7363654.500000 Penalty: 1079.462280
	Iteration 49Q: 3 clusters Score -7363654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 135680 members 
Entering Unmasked Estep 
Score: -7363656.000000 Penalty: 1079.462280
	Iteration 50Q: 3 clusters Score -7363656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 135715 members 
Entering Unmasked Estep 
Score: -7363647.000000 Penalty: 1079.462280
	Iteration 51Q: 3 clusters Score -7363647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 135754 members 
Entering Unmasked Estep 
Score: -7363631.500000 Penalty: 1079.462280
	Iteration 52Q: 3 clusters Score -7363632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 135785 members 
Entering Unmasked Estep 
Score: -7363635.500000 Penalty: 1079.462280
	Iteration 53Q: 3 clusters Score -7363636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 135816 members 
Entering Unmasked Estep 
Score: -7363631.000000 Penalty: 1079.462280
	Iteration 54Q: 3 clusters Score -7363631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 135847 members 
Entering Unmasked Estep 
Score: -7363625.500000 Penalty: 1079.462280
	Iteration 55Q: 3 clusters Score -7363626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 135874 members 
Entering Unmasked Estep 
Score: -7363629.000000 Penalty: 1079.462280
	Iteration 56Q: 3 clusters Score -7363629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 135901 members 
Entering Unmasked Estep 
Score: -7363628.000000 Penalty: 1079.462280
	Iteration 57Q: 3 clusters Score -7363628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 135929 members 
Entering Unmasked Estep 
Score: -7363640.000000 Penalty: 1079.462280
	Iteration 58Q: 3 clusters Score -7363640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 135949 members 
Entering Unmasked Estep 
Score: -7363645.500000 Penalty: 1079.462280
	Iteration 59Q: 3 clusters Score -7363646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 135969 members 
Entering Unmasked Estep 
Score: -7363651.000000 Penalty: 1079.462280
	Iteration 60F: 3 clusters Score -7363651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 135985 members 
Entering Unmasked Estep 
Score: -7363643.500000 Penalty: 1079.462280
	Iteration 61Q: 3 clusters Score -7363644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 136005 members 
Entering Unmasked Estep 
Score: -7363650.500000 Penalty: 1079.462280
	Iteration 62Q: 3 clusters Score -7363650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 136034 members 
Entering Unmasked Estep 
Score: -7363652.500000 Penalty: 1079.462280
	Iteration 63Q: 3 clusters Score -7363652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 136050 members 
Entering Unmasked Estep 
Score: -7363657.000000 Penalty: 1079.462280
	Iteration 64Q: 3 clusters Score -7363657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 136063 members 
Entering Unmasked Estep 
Score: -7363654.000000 Penalty: 1079.462280
	Iteration 65Q: 3 clusters Score -7363654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 136080 members 
Entering Unmasked Estep 
Score: -7363652.000000 Penalty: 1079.462280
	Iteration 66Q: 3 clusters Score -7363652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 136093 members 
Entering Unmasked Estep 
Score: -7363656.500000 Penalty: 1079.462280
	Iteration 67Q: 3 clusters Score -7363656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 136104 members 
Entering Unmasked Estep 
Score: -7363655.500000 Penalty: 1079.462280
	Iteration 68Q: 3 clusters Score -7363656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 136109 members 
Entering Unmasked Estep 
Score: -7363649.500000 Penalty: 1079.462280
	Iteration 69Q: 3 clusters Score -7363650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 136113 members 
Entering Unmasked Estep 
Score: -7363649.500000 Penalty: 1079.462280
	Iteration 70Q: 3 clusters Score -7363650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 136116 members 
Entering Unmasked Estep 
Score: -7363642.500000 Penalty: 1079.462280
	Iteration 71Q: 3 clusters Score -7363642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 136119 members 
Entering Unmasked Estep 
Score: -7363648.500000 Penalty: 1079.462280
	Iteration 72Q: 3 clusters Score -7363648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 136120 members 
Entering Unmasked Estep 
Score: -7363650.500000 Penalty: 1079.462280
	Iteration 73Q: 3 clusters Score -7363650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 136122 members 
Entering Unmasked Estep 
Score: -7363650.000000 Penalty: 1079.462280
	Iteration 74Q: 3 clusters Score -7363650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -7363644.500000 Penalty: 1079.462280
	Iteration 75Q: 3 clusters Score -7363644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 136126 members 
Entering Unmasked Estep 
Score: -7363647.000000 Penalty: 1079.462280
	Iteration 76Q: 3 clusters Score -7363647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 136126 members 
Entering Unmasked Estep 
Score: -7363647.000000 Penalty: 1079.462280
	Iteration 77F: 3 clusters Score -7363647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Entering Unmasked Estep 
Score: -950310.625000 Penalty: 446.352539
	Iteration 0F: 2 clusters Score -950310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -938120.875000 Penalty: 892.705078
	Iteration 0F: 3 clusters Score -938120.9 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -943727.125000 Penalty: 892.705078
	Iteration 1F: 3 clusters Score -943727.1 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -944674.875000 Penalty: 892.705078
	Iteration 2F: 3 clusters Score -944674.9 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -946055.000000 Penalty: 892.705078
	Iteration 3F: 3 clusters Score -946055 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -947483.125000 Penalty: 892.705078
	Iteration 4F: 3 clusters Score -947483.1 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -948558.812500 Penalty: 892.705078
	Iteration 5F: 3 clusters Score -948558.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -949176.625000 Penalty: 892.705078
	Iteration 6Q: 3 clusters Score -949176.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -949516.250000 Penalty: 892.705078
	Iteration 7Q: 3 clusters Score -949516.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -949720.000000 Penalty: 892.705078
	Iteration 8Q: 3 clusters Score -949720 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -949818.062500 Penalty: 892.705078
	Iteration 9Q: 3 clusters Score -949818.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -949870.937500 Penalty: 892.705078
	Iteration 10Q: 3 clusters Score -949870.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -949894.062500 Penalty: 892.705078
	Iteration 11Q: 3 clusters Score -949894.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -949904.937500 Penalty: 892.705078
	Iteration 12Q: 3 clusters Score -949904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -949907.312500 Penalty: 892.705078
	Iteration 13Q: 3 clusters Score -949907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -949907.562500 Penalty: 892.705078
	Iteration 14Q: 3 clusters Score -949907.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -949907.562500 Penalty: 892.705078
	Iteration 15F: 3 clusters Score -949907.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (36077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Entering Unmasked Estep 
Score: -1954313.500000 Penalty: 477.450195
	Iteration 0F: 2 clusters Score -1954314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1930062.750000 Penalty: 954.900391
	Iteration 0F: 3 clusters Score -1930063 nChanged 17311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -1940295.875000 Penalty: 954.900391
	Iteration 1F: 3 clusters Score -1940296 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1940608.875000 Penalty: 954.900391
	Iteration 2Q: 3 clusters Score -1940609 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1940940.250000 Penalty: 954.900391
	Iteration 3Q: 3 clusters Score -1940940 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1941364.500000 Penalty: 954.900391
	Iteration 4Q: 3 clusters Score -1941364 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1941990.750000 Penalty: 954.900391
	Iteration 5Q: 3 clusters Score -1941991 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1943024.000000 Penalty: 954.900391
	Iteration 6Q: 3 clusters Score -1943024 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1944507.500000 Penalty: 954.900391
	Iteration 7F: 3 clusters Score -1944508 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1946116.000000 Penalty: 954.900391
	Iteration 8F: 3 clusters Score -1946116 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1947117.625000 Penalty: 954.900391
	Iteration 9F: 3 clusters Score -1947118 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1947476.125000 Penalty: 954.900391
	Iteration 10Q: 3 clusters Score -1947476 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -1947604.000000 Penalty: 954.900391
	Iteration 11Q: 3 clusters Score -1947604 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1947689.125000 Penalty: 954.900391
	Iteration 12Q: 3 clusters Score -1947689 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -1947760.750000 Penalty: 954.900391
	Iteration 13Q: 3 clusters Score -1947761 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -1947829.000000 Penalty: 954.900391
	Iteration 14Q: 3 clusters Score -1947829 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -1947885.625000 Penalty: 954.900391
	Iteration 15Q: 3 clusters Score -1947886 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -1947935.500000 Penalty: 954.900391
	Iteration 16Q: 3 clusters Score -1947936 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1947997.375000 Penalty: 954.900391
	Iteration 17Q: 3 clusters Score -1947997 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1948033.000000 Penalty: 954.900391
	Iteration 18Q: 3 clusters Score -1948033 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1948095.125000 Penalty: 954.900391
	Iteration 19Q: 3 clusters Score -1948095 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -1948154.375000 Penalty: 954.900391
	Iteration 20F: 3 clusters Score -1948154 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1948217.625000 Penalty: 954.900391
	Iteration 21Q: 3 clusters Score -1948218 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -1948274.000000 Penalty: 954.900391
	Iteration 22Q: 3 clusters Score -1948274 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1948332.000000 Penalty: 954.900391
	Iteration 23Q: 3 clusters Score -1948332 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1948389.875000 Penalty: 954.900391
	Iteration 24Q: 3 clusters Score -1948390 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1948448.000000 Penalty: 954.900391
	Iteration 25Q: 3 clusters Score -1948448 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -1948499.625000 Penalty: 954.900391
	Iteration 26Q: 3 clusters Score -1948500 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1948566.500000 Penalty: 954.900391
	Iteration 27Q: 3 clusters Score -1948566 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1948636.125000 Penalty: 954.900391
	Iteration 28Q: 3 clusters Score -1948636 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1948707.875000 Penalty: 954.900391
	Iteration 29Q: 3 clusters Score -1948708 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1948762.375000 Penalty: 954.900391
	Iteration 30Q: 3 clusters Score -1948762 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -1948787.250000 Penalty: 954.900391
	Iteration 31Q: 3 clusters Score -1948787 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -1948842.000000 Penalty: 954.900391
	Iteration 32Q: 3 clusters Score -1948842 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -1948885.375000 Penalty: 954.900391
	Iteration 33Q: 3 clusters Score -1948885 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1948922.375000 Penalty: 954.900391
	Iteration 34Q: 3 clusters Score -1948922 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1948962.250000 Penalty: 954.900391
	Iteration 35Q: 3 clusters Score -1948962 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1949006.750000 Penalty: 954.900391
	Iteration 36Q: 3 clusters Score -1949007 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1949043.125000 Penalty: 954.900391
	Iteration 37Q: 3 clusters Score -1949043 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1949090.250000 Penalty: 954.900391
	Iteration 38Q: 3 clusters Score -1949090 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -1949140.375000 Penalty: 954.900391
	Iteration 39Q: 3 clusters Score -1949140 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1949177.125000 Penalty: 954.900391
	Iteration 40F: 3 clusters Score -1949177 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1949205.125000 Penalty: 954.900391
	Iteration 41Q: 3 clusters Score -1949205 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1949247.375000 Penalty: 954.900391
	Iteration 42Q: 3 clusters Score -1949247 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1949273.250000 Penalty: 954.900391
	Iteration 43Q: 3 clusters Score -1949273 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1949307.875000 Penalty: 954.900391
	Iteration 44Q: 3 clusters Score -1949308 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -1949330.750000 Penalty: 954.900391
	Iteration 45Q: 3 clusters Score -1949331 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1949348.500000 Penalty: 954.900391
	Iteration 46Q: 3 clusters Score -1949348 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -1949380.750000 Penalty: 954.900391
	Iteration 47Q: 3 clusters Score -1949381 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1949402.000000 Penalty: 954.900391
	Iteration 48Q: 3 clusters Score -1949402 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1949430.500000 Penalty: 954.900391
	Iteration 49Q: 3 clusters Score -1949430 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -1949449.000000 Penalty: 954.900391
	Iteration 50Q: 3 clusters Score -1949449 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -1949473.125000 Penalty: 954.900391
	Iteration 51Q: 3 clusters Score -1949473 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -1949488.875000 Penalty: 954.900391
	Iteration 52Q: 3 clusters Score -1949489 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -1949494.750000 Penalty: 954.900391
	Iteration 53Q: 3 clusters Score -1949495 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -1949507.625000 Penalty: 954.900391
	Iteration 54Q: 3 clusters Score -1949508 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1949522.625000 Penalty: 954.900391
	Iteration 55Q: 3 clusters Score -1949523 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1949530.500000 Penalty: 954.900391
	Iteration 56Q: 3 clusters Score -1949530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1949537.250000 Penalty: 954.900391
	Iteration 57Q: 3 clusters Score -1949537 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -1949543.750000 Penalty: 954.900391
	Iteration 58Q: 3 clusters Score -1949544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -1949547.000000 Penalty: 954.900391
	Iteration 59Q: 3 clusters Score -1949547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1949552.625000 Penalty: 954.900391
	Iteration 60F: 3 clusters Score -1949553 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -1949563.000000 Penalty: 954.900391
	Iteration 61Q: 3 clusters Score -1949563 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -1949566.500000 Penalty: 954.900391
	Iteration 62Q: 3 clusters Score -1949566 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -1949573.375000 Penalty: 954.900391
	Iteration 63Q: 3 clusters Score -1949573 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -1949582.250000 Penalty: 954.900391
	Iteration 64Q: 3 clusters Score -1949582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -1949581.750000 Penalty: 954.900391
	Iteration 65Q: 3 clusters Score -1949582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -1949589.375000 Penalty: 954.900391
	Iteration 66Q: 3 clusters Score -1949589 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -1949604.125000 Penalty: 954.900391
	Iteration 67Q: 3 clusters Score -1949604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -1949605.875000 Penalty: 954.900391
	Iteration 68Q: 3 clusters Score -1949606 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -1949603.750000 Penalty: 954.900391
	Iteration 69Q: 3 clusters Score -1949604 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -1949617.750000 Penalty: 954.900391
	Iteration 70Q: 3 clusters Score -1949618 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -1949625.375000 Penalty: 954.900391
	Iteration 71Q: 3 clusters Score -1949625 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -1949644.500000 Penalty: 954.900391
	Iteration 72Q: 3 clusters Score -1949644 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -1949655.125000 Penalty: 954.900391
	Iteration 73Q: 3 clusters Score -1949655 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -1949663.125000 Penalty: 954.900391
	Iteration 74Q: 3 clusters Score -1949663 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -1949677.125000 Penalty: 954.900391
	Iteration 75Q: 3 clusters Score -1949677 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -1949695.625000 Penalty: 954.900391
	Iteration 76Q: 3 clusters Score -1949696 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -1949724.125000 Penalty: 954.900391
	Iteration 77Q: 3 clusters Score -1949724 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -1949745.000000 Penalty: 954.900391
	Iteration 78Q: 3 clusters Score -1949745 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -1949766.125000 Penalty: 954.900391
	Iteration 79Q: 3 clusters Score -1949766 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -1949798.875000 Penalty: 954.900391
	Iteration 80F: 3 clusters Score -1949799 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -1949811.125000 Penalty: 954.900391
	Iteration 81Q: 3 clusters Score -1949811 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -1949829.750000 Penalty: 954.900391
	Iteration 82Q: 3 clusters Score -1949830 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -1949876.375000 Penalty: 954.900391
	Iteration 83Q: 3 clusters Score -1949876 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -1949904.875000 Penalty: 954.900391
	Iteration 84Q: 3 clusters Score -1949905 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -1949939.000000 Penalty: 954.900391
	Iteration 85Q: 3 clusters Score -1949939 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -1949958.250000 Penalty: 954.900391
	Iteration 86Q: 3 clusters Score -1949958 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -1949991.375000 Penalty: 954.900391
	Iteration 87Q: 3 clusters Score -1949991 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -1950033.875000 Penalty: 954.900391
	Iteration 88Q: 3 clusters Score -1950034 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -1950051.625000 Penalty: 954.900391
	Iteration 89Q: 3 clusters Score -1950052 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -1950089.625000 Penalty: 954.900391
	Iteration 90Q: 3 clusters Score -1950090 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -1950139.000000 Penalty: 954.900391
	Iteration 91Q: 3 clusters Score -1950139 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -1950185.750000 Penalty: 954.900391
	Iteration 92Q: 3 clusters Score -1950186 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -1950239.750000 Penalty: 954.900391
	Iteration 93Q: 3 clusters Score -1950240 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -1950298.250000 Penalty: 954.900391
	Iteration 94Q: 3 clusters Score -1950298 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -1950346.000000 Penalty: 954.900391
	Iteration 95Q: 3 clusters Score -1950346 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -1950410.000000 Penalty: 954.900391
	Iteration 96Q: 3 clusters Score -1950410 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -1950474.625000 Penalty: 954.900391
	Iteration 97Q: 3 clusters Score -1950475 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -1950554.125000 Penalty: 954.900391
	Iteration 98Q: 3 clusters Score -1950554 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -1950629.625000 Penalty: 954.900391
	Iteration 99Q: 3 clusters Score -1950630 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -1950719.750000 Penalty: 954.900391
	Iteration 100F: 3 clusters Score -1950720 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -1950846.125000 Penalty: 954.900391
	Iteration 101Q: 3 clusters Score -1950846 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -1950965.750000 Penalty: 954.900391
	Iteration 102Q: 3 clusters Score -1950966 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -1951100.500000 Penalty: 954.900391
	Iteration 103Q: 3 clusters Score -1951100 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -1951241.000000 Penalty: 954.900391
	Iteration 104Q: 3 clusters Score -1951241 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -1951410.625000 Penalty: 954.900391
	Iteration 105Q: 3 clusters Score -1951411 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -1951605.125000 Penalty: 954.900391
	Iteration 106Q: 3 clusters Score -1951605 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -1951789.125000 Penalty: 954.900391
	Iteration 107Q: 3 clusters Score -1951789 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -1951999.875000 Penalty: 954.900391
	Iteration 108Q: 3 clusters Score -1952000 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -1952217.625000 Penalty: 954.900391
	Iteration 109Q: 3 clusters Score -1952218 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -1952420.250000 Penalty: 954.900391
	Iteration 110Q: 3 clusters Score -1952420 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -1952584.250000 Penalty: 954.900391
	Iteration 111Q: 3 clusters Score -1952584 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -1952745.500000 Penalty: 954.900391
	Iteration 112Q: 3 clusters Score -1952746 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -1952886.750000 Penalty: 954.900391
	Iteration 113Q: 3 clusters Score -1952887 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -1952999.125000 Penalty: 954.900391
	Iteration 114Q: 3 clusters Score -1952999 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -1953104.000000 Penalty: 954.900391
	Iteration 115Q: 3 clusters Score -1953104 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -1953210.625000 Penalty: 954.900391
	Iteration 116Q: 3 clusters Score -1953211 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -1953317.375000 Penalty: 954.900391
	Iteration 117Q: 3 clusters Score -1953317 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -1953406.750000 Penalty: 954.900391
	Iteration 118Q: 3 clusters Score -1953407 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -1953482.750000 Penalty: 954.900391
	Iteration 119Q: 3 clusters Score -1953483 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -1953551.500000 Penalty: 954.900391
	Iteration 120F: 3 clusters Score -1953552 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -1953628.000000 Penalty: 954.900391
	Iteration 121Q: 3 clusters Score -1953628 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -1953687.375000 Penalty: 954.900391
	Iteration 122Q: 3 clusters Score -1953687 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -1953745.125000 Penalty: 954.900391
	Iteration 123Q: 3 clusters Score -1953745 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -1953785.125000 Penalty: 954.900391
	Iteration 124Q: 3 clusters Score -1953785 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -1953820.500000 Penalty: 954.900391
	Iteration 125Q: 3 clusters Score -1953820 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -1953841.125000 Penalty: 954.900391
	Iteration 126Q: 3 clusters Score -1953841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -1953863.000000 Penalty: 954.900391
	Iteration 127Q: 3 clusters Score -1953863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -1953877.375000 Penalty: 954.900391
	Iteration 128Q: 3 clusters Score -1953877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -1953883.250000 Penalty: 954.900391
	Iteration 129Q: 3 clusters Score -1953883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -1953889.500000 Penalty: 954.900391
	Iteration 130Q: 3 clusters Score -1953890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -1953894.500000 Penalty: 954.900391
	Iteration 131Q: 3 clusters Score -1953894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -1953901.375000 Penalty: 954.900391
	Iteration 132Q: 3 clusters Score -1953901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -1953906.750000 Penalty: 954.900391
	Iteration 133Q: 3 clusters Score -1953907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -1953909.125000 Penalty: 954.900391
	Iteration 134Q: 3 clusters Score -1953909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -1953911.500000 Penalty: 954.900391
	Iteration 135Q: 3 clusters Score -1953912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -1953916.875000 Penalty: 954.900391
	Iteration 136Q: 3 clusters Score -1953917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -1953924.250000 Penalty: 954.900391
	Iteration 137Q: 3 clusters Score -1953924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -1953930.250000 Penalty: 954.900391
	Iteration 138Q: 3 clusters Score -1953930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -1953934.875000 Penalty: 954.900391
	Iteration 139Q: 3 clusters Score -1953935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -1953937.125000 Penalty: 954.900391
	Iteration 140F: 3 clusters Score -1953937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -1953938.875000 Penalty: 954.900391
	Iteration 141Q: 3 clusters Score -1953939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -1953939.750000 Penalty: 954.900391
	Iteration 142Q: 3 clusters Score -1953940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -1953939.750000 Penalty: 954.900391
	Iteration 143Q: 3 clusters Score -1953940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -1953941.125000 Penalty: 954.900391
	Iteration 144Q: 3 clusters Score -1953941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -1953941.875000 Penalty: 954.900391
	Iteration 145Q: 3 clusters Score -1953942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -1953941.500000 Penalty: 954.900391
	Iteration 146Q: 3 clusters Score -1953942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -1953942.125000 Penalty: 954.900391
	Iteration 147Q: 3 clusters Score -1953942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -1953942.625000 Penalty: 954.900391
	Iteration 148Q: 3 clusters Score -1953943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -1953942.625000 Penalty: 954.900391
	Iteration 149F: 3 clusters Score -1953943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (62877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Entering Unmasked Estep 
Score: -3491124.250000 Penalty: 502.726593
	Iteration 0F: 2 clusters Score -3491124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3448968.000000 Penalty: 1005.453186
	Iteration 0F: 3 clusters Score -3448968 nChanged 30591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -3467324.750000 Penalty: 1005.453186
	Iteration 1F: 3 clusters Score -3467325 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -3468183.250000 Penalty: 1005.453186
	Iteration 2Q: 3 clusters Score -3468183 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -3469243.250000 Penalty: 1005.453186
	Iteration 3Q: 3 clusters Score -3469243 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -3470841.250000 Penalty: 1005.453186
	Iteration 4Q: 3 clusters Score -3470841 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -3473227.250000 Penalty: 1005.453186
	Iteration 5F: 3 clusters Score -3473227 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -3476318.750000 Penalty: 1005.453186
	Iteration 6F: 3 clusters Score -3476319 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -3478509.250000 Penalty: 1005.453186
	Iteration 7F: 3 clusters Score -3478509 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -3479437.500000 Penalty: 1005.453186
	Iteration 8Q: 3 clusters Score -3479438 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -3479760.250000 Penalty: 1005.453186
	Iteration 9Q: 3 clusters Score -3479760 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -3480000.250000 Penalty: 1005.453186
	Iteration 10Q: 3 clusters Score -3480000 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -3480291.500000 Penalty: 1005.453186
	Iteration 11Q: 3 clusters Score -3480292 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -3480699.000000 Penalty: 1005.453186
	Iteration 12Q: 3 clusters Score -3480699 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -3481221.250000 Penalty: 1005.453186
	Iteration 13Q: 3 clusters Score -3481221 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -3482042.250000 Penalty: 1005.453186
	Iteration 14Q: 3 clusters Score -3482042 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -3483171.500000 Penalty: 1005.453186
	Iteration 15Q: 3 clusters Score -3483172 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -3484504.750000 Penalty: 1005.453186
	Iteration 16Q: 3 clusters Score -3484505 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -3485865.750000 Penalty: 1005.453186
	Iteration 17Q: 3 clusters Score -3485866 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -3486928.750000 Penalty: 1005.453186
	Iteration 18Q: 3 clusters Score -3486929 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -3487744.500000 Penalty: 1005.453186
	Iteration 19Q: 3 clusters Score -3487744 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -3488357.500000 Penalty: 1005.453186
	Iteration 20F: 3 clusters Score -3488358 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -3488813.750000 Penalty: 1005.453186
	Iteration 21Q: 3 clusters Score -3488814 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -3489146.000000 Penalty: 1005.453186
	Iteration 22Q: 3 clusters Score -3489146 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -3489443.000000 Penalty: 1005.453186
	Iteration 23Q: 3 clusters Score -3489443 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -3489607.000000 Penalty: 1005.453186
	Iteration 24Q: 3 clusters Score -3489607 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -3489721.250000 Penalty: 1005.453186
	Iteration 25Q: 3 clusters Score -3489721 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -3489818.000000 Penalty: 1005.453186
	Iteration 26Q: 3 clusters Score -3489818 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -3489841.000000 Penalty: 1005.453186
	Iteration 27Q: 3 clusters Score -3489841 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -3489856.250000 Penalty: 1005.453186
	Iteration 28Q: 3 clusters Score -3489856 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -3489872.000000 Penalty: 1005.453186
	Iteration 29Q: 3 clusters Score -3489872 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -3489883.750000 Penalty: 1005.453186
	Iteration 30Q: 3 clusters Score -3489884 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -3489938.500000 Penalty: 1005.453186
	Iteration 500F: 3 clusters Score -3489938 nChanged 1
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 40 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -6084.610840 Penalty: 231.765625
	Iteration 0F: 2 clusters Score -6084.611 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 81 members 
Entering Unmasked Estep 
Score: -5892.037598 Penalty: 463.531250
	Iteration 0F: 3 clusters Score -5892.038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -5974.604980 Penalty: 463.531250
	Iteration 1F: 3 clusters Score -5974.605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6006.977051 Penalty: 463.531250
	Iteration 2F: 3 clusters Score -6006.977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6031.065430 Penalty: 463.531250
	Iteration 3F: 3 clusters Score -6031.065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6035.125977 Penalty: 463.531250
	Iteration 4Q: 3 clusters Score -6035.126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6035.125977 Penalty: 463.531250
	Iteration 5F: 3 clusters Score -6035.126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (13966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Entering Unmasked Estep 
Score: -760652.875000 Penalty: 434.269348
	Iteration 0F: 2 clusters Score -760652.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -751413.000000 Penalty: 868.538696
	Iteration 0F: 3 clusters Score -751413 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -755063.625000 Penalty: 868.538696
	Iteration 1F: 3 clusters Score -755063.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -755264.562500 Penalty: 868.538696
	Iteration 2Q: 3 clusters Score -755264.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -755507.937500 Penalty: 868.538696
	Iteration 3Q: 3 clusters Score -755507.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -755841.000000 Penalty: 868.538696
	Iteration 4Q: 3 clusters Score -755841 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -756314.312500 Penalty: 868.538696
	Iteration 5F: 3 clusters Score -756314.3 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -756923.125000 Penalty: 868.538696
	Iteration 6F: 3 clusters Score -756923.1 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -757417.500000 Penalty: 868.538696
	Iteration 7F: 3 clusters Score -757417.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -757678.625000 Penalty: 868.538696
	Iteration 8Q: 3 clusters Score -757678.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -757776.937500 Penalty: 868.538696
	Iteration 9Q: 3 clusters Score -757776.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -757815.562500 Penalty: 868.538696
	Iteration 10Q: 3 clusters Score -757815.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -757841.937500 Penalty: 868.538696
	Iteration 11Q: 3 clusters Score -757841.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -757870.125000 Penalty: 868.538696
	Iteration 12Q: 3 clusters Score -757870.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -757890.000000 Penalty: 868.538696
	Iteration 13Q: 3 clusters Score -757890 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -757913.250000 Penalty: 868.538696
	Iteration 14Q: 3 clusters Score -757913.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -757931.125000 Penalty: 868.538696
	Iteration 15Q: 3 clusters Score -757931.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -757951.750000 Penalty: 868.538696
	Iteration 16Q: 3 clusters Score -757951.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -757975.500000 Penalty: 868.538696
	Iteration 17Q: 3 clusters Score -757975.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -758001.187500 Penalty: 868.538696
	Iteration 18Q: 3 clusters Score -758001.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -758030.312500 Penalty: 868.538696
	Iteration 19Q: 3 clusters Score -758030.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -758058.937500 Penalty: 868.538696
	Iteration 20F: 3 clusters Score -758058.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -758097.687500 Penalty: 868.538696
	Iteration 21Q: 3 clusters Score -758097.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -758140.062500 Penalty: 868.538696
	Iteration 22Q: 3 clusters Score -758140.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -758193.250000 Penalty: 868.538696
	Iteration 23Q: 3 clusters Score -758193.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -758248.062500 Penalty: 868.538696
	Iteration 24Q: 3 clusters Score -758248.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -758302.562500 Penalty: 868.538696
	Iteration 25Q: 3 clusters Score -758302.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -758365.000000 Penalty: 868.538696
	Iteration 26Q: 3 clusters Score -758365 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -758440.562500 Penalty: 868.538696
	Iteration 27Q: 3 clusters Score -758440.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -758527.750000 Penalty: 868.538696
	Iteration 28Q: 3 clusters Score -758527.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -758613.750000 Penalty: 868.538696
	Iteration 29Q: 3 clusters Score -758613.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -758717.000000 Penalty: 868.538696
	Iteration 30Q: 3 clusters Score -758717 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -758818.812500 Penalty: 868.538696
	Iteration 31Q: 3 clusters Score -758818.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -758924.812500 Penalty: 868.538696
	Iteration 32Q: 3 clusters Score -758924.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -759044.125000 Penalty: 868.538696
	Iteration 33Q: 3 clusters Score -759044.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -759173.187500 Penalty: 868.538696
	Iteration 34Q: 3 clusters Score -759173.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -759297.312500 Penalty: 868.538696
	Iteration 35Q: 3 clusters Score -759297.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -759412.812500 Penalty: 868.538696
	Iteration 36Q: 3 clusters Score -759412.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -759527.312500 Penalty: 868.538696
	Iteration 37Q: 3 clusters Score -759527.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -759632.812500 Penalty: 868.538696
	Iteration 38Q: 3 clusters Score -759632.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -759732.250000 Penalty: 868.538696
	Iteration 39Q: 3 clusters Score -759732.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -759833.750000 Penalty: 868.538696
	Iteration 40F: 3 clusters Score -759833.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -759939.562500 Penalty: 868.538696
	Iteration 41Q: 3 clusters Score -759939.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -760017.125000 Penalty: 868.538696
	Iteration 42Q: 3 clusters Score -760017.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -760067.375000 Penalty: 868.538696
	Iteration 43Q: 3 clusters Score -760067.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -760096.875000 Penalty: 868.538696
	Iteration 44Q: 3 clusters Score -760096.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -760127.125000 Penalty: 868.538696
	Iteration 45Q: 3 clusters Score -760127.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -760148.250000 Penalty: 868.538696
	Iteration 46Q: 3 clusters Score -760148.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -760168.125000 Penalty: 868.538696
	Iteration 47Q: 3 clusters Score -760168.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -760177.562500 Penalty: 868.538696
	Iteration 48Q: 3 clusters Score -760177.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -760187.250000 Penalty: 868.538696
	Iteration 49Q: 3 clusters Score -760187.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -760196.937500 Penalty: 868.538696
	Iteration 50Q: 3 clusters Score -760196.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -760214.937500 Penalty: 868.538696
	Iteration 51Q: 3 clusters Score -760214.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -760233.062500 Penalty: 868.538696
	Iteration 52Q: 3 clusters Score -760233.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -760244.562500 Penalty: 868.538696
	Iteration 53Q: 3 clusters Score -760244.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -760256.687500 Penalty: 868.538696
	Iteration 54Q: 3 clusters Score -760256.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -760265.375000 Penalty: 868.538696
	Iteration 55Q: 3 clusters Score -760265.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -760270.875000 Penalty: 868.538696
	Iteration 56Q: 3 clusters Score -760270.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -760275.000000 Penalty: 868.538696
	Iteration 57Q: 3 clusters Score -760275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -760276.312500 Penalty: 868.538696
	Iteration 58Q: 3 clusters Score -760276.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -760280.125000 Penalty: 868.538696
	Iteration 59Q: 3 clusters Score -760280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -760283.437500 Penalty: 868.538696
	Iteration 60F: 3 clusters Score -760283.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -760284.562500 Penalty: 868.538696
	Iteration 61Q: 3 clusters Score -760284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -760285.812500 Penalty: 868.538696
	Iteration 62Q: 3 clusters Score -760285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -760285.812500 Penalty: 868.538696
	Iteration 63F: 3 clusters Score -760285.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Entering Unmasked Estep 
Score: -297692.000000 Penalty: 391.877167
	Iteration 0F: 2 clusters Score -297692 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 2718 members 
Entering Unmasked Estep 
Score: -293995.906250 Penalty: 783.754333
	Iteration 0F: 3 clusters Score -293995.9 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -295304.656250 Penalty: 783.754333
	Iteration 1F: 3 clusters Score -295304.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -295417.093750 Penalty: 783.754333
	Iteration 2F: 3 clusters Score -295417.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -295528.000000 Penalty: 783.754333
	Iteration 3Q: 3 clusters Score -295528 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -295656.562500 Penalty: 783.754333
	Iteration 4Q: 3 clusters Score -295656.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -295817.218750 Penalty: 783.754333
	Iteration 5Q: 3 clusters Score -295817.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -295994.156250 Penalty: 783.754333
	Iteration 6Q: 3 clusters Score -295994.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -296197.281250 Penalty: 783.754333
	Iteration 7Q: 3 clusters Score -296197.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -296331.968750 Penalty: 783.754333
	Iteration 8Q: 3 clusters Score -296332 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -296414.781250 Penalty: 783.754333
	Iteration 9Q: 3 clusters Score -296414.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -296457.968750 Penalty: 783.754333
	Iteration 10Q: 3 clusters Score -296458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -296491.937500 Penalty: 783.754333
	Iteration 11Q: 3 clusters Score -296491.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -296521.812500 Penalty: 783.754333
	Iteration 12Q: 3 clusters Score -296521.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -296549.406250 Penalty: 783.754333
	Iteration 13Q: 3 clusters Score -296549.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -296568.500000 Penalty: 783.754333
	Iteration 14Q: 3 clusters Score -296568.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -296594.062500 Penalty: 783.754333
	Iteration 15Q: 3 clusters Score -296594.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -296620.531250 Penalty: 783.754333
	Iteration 16Q: 3 clusters Score -296620.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -296641.125000 Penalty: 783.754333
	Iteration 17Q: 3 clusters Score -296641.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -296660.750000 Penalty: 783.754333
	Iteration 18Q: 3 clusters Score -296660.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -296679.656250 Penalty: 783.754333
	Iteration 19Q: 3 clusters Score -296679.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -296701.875000 Penalty: 783.754333
	Iteration 20F: 3 clusters Score -296701.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -296724.781250 Penalty: 783.754333
	Iteration 21Q: 3 clusters Score -296724.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -296747.562500 Penalty: 783.754333
	Iteration 22Q: 3 clusters Score -296747.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -296772.312500 Penalty: 783.754333
	Iteration 23Q: 3 clusters Score -296772.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -296798.750000 Penalty: 783.754333
	Iteration 24Q: 3 clusters Score -296798.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -296827.531250 Penalty: 783.754333
	Iteration 25Q: 3 clusters Score -296827.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -296856.812500 Penalty: 783.754333
	Iteration 26Q: 3 clusters Score -296856.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -296900.250000 Penalty: 783.754333
	Iteration 27Q: 3 clusters Score -296900.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -296939.937500 Penalty: 783.754333
	Iteration 28Q: 3 clusters Score -296939.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -296978.937500 Penalty: 783.754333
	Iteration 29Q: 3 clusters Score -296978.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -297039.468750 Penalty: 783.754333
	Iteration 30Q: 3 clusters Score -297039.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -297106.500000 Penalty: 783.754333
	Iteration 31Q: 3 clusters Score -297106.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -297167.343750 Penalty: 783.754333
	Iteration 32Q: 3 clusters Score -297167.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -297215.437500 Penalty: 783.754333
	Iteration 33Q: 3 clusters Score -297215.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -297256.250000 Penalty: 783.754333
	Iteration 34Q: 3 clusters Score -297256.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -297287.187500 Penalty: 783.754333
	Iteration 35Q: 3 clusters Score -297287.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -297309.468750 Penalty: 783.754333
	Iteration 36Q: 3 clusters Score -297309.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -297326.187500 Penalty: 783.754333
	Iteration 37Q: 3 clusters Score -297326.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -297342.718750 Penalty: 783.754333
	Iteration 38Q: 3 clusters Score -297342.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -297349.718750 Penalty: 783.754333
	Iteration 39Q: 3 clusters Score -297349.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -297375.750000 Penalty: 783.754333
	Iteration 40F: 3 clusters Score -297375.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -297393.812500 Penalty: 783.754333
	Iteration 41Q: 3 clusters Score -297393.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -297402.531250 Penalty: 783.754333
	Iteration 42Q: 3 clusters Score -297402.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -297407.937500 Penalty: 783.754333
	Iteration 43Q: 3 clusters Score -297407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -297409.718750 Penalty: 783.754333
	Iteration 44Q: 3 clusters Score -297409.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -297410.937500 Penalty: 783.754333
	Iteration 45Q: 3 clusters Score -297410.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -297410.937500 Penalty: 783.754333
	Iteration 46F: 3 clusters Score -297410.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (130901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130901 members 
Entering Unmasked Estep 
Score: -7135262.000000 Penalty: 536.089966
	Iteration 0F: 2 clusters Score -7135262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 65415 members 
Entering Unmasked Estep 
Score: -7053389.500000 Penalty: 1072.179932
	Iteration 0F: 3 clusters Score -7053390 nChanged 64192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67918 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -7093021.500000 Penalty: 1072.179932
	Iteration 1F: 3 clusters Score -7093022 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -7094906.500000 Penalty: 1072.179932
	Iteration 2Q: 3 clusters Score -7094906 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -7097586.500000 Penalty: 1072.179932
	Iteration 3Q: 3 clusters Score -7097586 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -7102037.500000 Penalty: 1072.179932
	Iteration 4F: 3 clusters Score -7102038 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -7109196.500000 Penalty: 1072.179932
	Iteration 5F: 3 clusters Score -7109196 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -7118983.000000 Penalty: 1072.179932
	Iteration 6F: 3 clusters Score -7118983 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -7127012.000000 Penalty: 1072.179932
	Iteration 7F: 3 clusters Score -7127012 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87095 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -7131042.500000 Penalty: 1072.179932
	Iteration 8Q: 3 clusters Score -7131042 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -7132985.000000 Penalty: 1072.179932
	Iteration 9Q: 3 clusters Score -7132985 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -7134457.000000 Penalty: 1072.179932
	Iteration 10Q: 3 clusters Score -7134457 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90052 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -7135706.000000 Penalty: 1072.179932
	Iteration 11Q: 3 clusters Score -7135706 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -7136789.500000 Penalty: 1072.179932
	Iteration 12Q: 3 clusters Score -7136790 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90407 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -7137840.000000 Penalty: 1072.179932
	Iteration 13Q: 3 clusters Score -7137840 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -7138548.500000 Penalty: 1072.179932
	Iteration 14Q: 3 clusters Score -7138548 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90637 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -7138949.000000 Penalty: 1072.179932
	Iteration 15Q: 3 clusters Score -7138949 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -7139073.000000 Penalty: 1072.179932
	Iteration 16Q: 3 clusters Score -7139073 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91262 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -7139088.000000 Penalty: 1072.179932
	Iteration 17Q: 3 clusters Score -7139088 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91587 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -7139060.500000 Penalty: 1072.179932
	Iteration 18Q: 3 clusters Score -7139060 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -7139021.500000 Penalty: 1072.179932
	Iteration 19Q: 3 clusters Score -7139022 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -7138979.500000 Penalty: 1072.179932
	Iteration 20F: 3 clusters Score -7138980 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92508 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -7138907.000000 Penalty: 1072.179932
	Iteration 21Q: 3 clusters Score -7138907 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -7138853.000000 Penalty: 1072.179932
	Iteration 22Q: 3 clusters Score -7138853 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -7138790.500000 Penalty: 1072.179932
	Iteration 23Q: 3 clusters Score -7138790 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -7138776.000000 Penalty: 1072.179932
	Iteration 24Q: 3 clusters Score -7138776 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93708 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -7138718.000000 Penalty: 1072.179932
	Iteration 25Q: 3 clusters Score -7138718 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -7138690.000000 Penalty: 1072.179932
	Iteration 26Q: 3 clusters Score -7138690 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -7138651.500000 Penalty: 1072.179932
	Iteration 27Q: 3 clusters Score -7138652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -7138640.500000 Penalty: 1072.179932
	Iteration 28Q: 3 clusters Score -7138640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -7138629.500000 Penalty: 1072.179932
	Iteration 29Q: 3 clusters Score -7138630 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94266 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -7138627.500000 Penalty: 1072.179932
	Iteration 30Q: 3 clusters Score -7138628 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94390 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -7138625.000000 Penalty: 1072.179932
	Iteration 31Q: 3 clusters Score -7138625 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94485 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -7138612.500000 Penalty: 1072.179932
	Iteration 32Q: 3 clusters Score -7138612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -7138583.000000 Penalty: 1072.179932
	Iteration 33Q: 3 clusters Score -7138583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94594 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -7138578.000000 Penalty: 1072.179932
	Iteration 34Q: 3 clusters Score -7138578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -7138588.500000 Penalty: 1072.179932
	Iteration 35Q: 3 clusters Score -7138588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -7138584.500000 Penalty: 1072.179932
	Iteration 36Q: 3 clusters Score -7138584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94720 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -7138571.000000 Penalty: 1072.179932
	Iteration 37Q: 3 clusters Score -7138571 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -7138575.000000 Penalty: 1072.179932
	Iteration 38Q: 3 clusters Score -7138575 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -7138567.500000 Penalty: 1072.179932
	Iteration 39Q: 3 clusters Score -7138568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -7138565.000000 Penalty: 1072.179932
	Iteration 40F: 3 clusters Score -7138565 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -7138569.500000 Penalty: 1072.179932
	Iteration 41Q: 3 clusters Score -7138570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -7138557.000000 Penalty: 1072.179932
	Iteration 42Q: 3 clusters Score -7138557 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -7138541.500000 Penalty: 1072.179932
	Iteration 43Q: 3 clusters Score -7138542 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -7138521.000000 Penalty: 1072.179932
	Iteration 44Q: 3 clusters Score -7138521 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -7138524.000000 Penalty: 1072.179932
	Iteration 45Q: 3 clusters Score -7138524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95411 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -7138531.500000 Penalty: 1072.179932
	Iteration 46Q: 3 clusters Score -7138532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -7138526.000000 Penalty: 1072.179932
	Iteration 47Q: 3 clusters Score -7138526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95497 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -7138516.500000 Penalty: 1072.179932
	Iteration 48Q: 3 clusters Score -7138516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -7138502.500000 Penalty: 1072.179932
	Iteration 49Q: 3 clusters Score -7138502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95550 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -7138485.500000 Penalty: 1072.179932
	Iteration 50Q: 3 clusters Score -7138486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95551 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -7138491.500000 Penalty: 1072.179932
	Iteration 51Q: 3 clusters Score -7138492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95570 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -7138499.000000 Penalty: 1072.179932
	Iteration 52Q: 3 clusters Score -7138499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -7138488.000000 Penalty: 1072.179932
	Iteration 53Q: 3 clusters Score -7138488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95612 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -7138497.500000 Penalty: 1072.179932
	Iteration 54Q: 3 clusters Score -7138498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -7138492.000000 Penalty: 1072.179932
	Iteration 55Q: 3 clusters Score -7138492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -7138491.000000 Penalty: 1072.179932
	Iteration 56Q: 3 clusters Score -7138491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -7138494.000000 Penalty: 1072.179932
	Iteration 57Q: 3 clusters Score -7138494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95659 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -7138487.000000 Penalty: 1072.179932
	Iteration 58Q: 3 clusters Score -7138487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -7138481.500000 Penalty: 1072.179932
	Iteration 59Q: 3 clusters Score -7138482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -7138477.500000 Penalty: 1072.179932
	Iteration 60F: 3 clusters Score -7138478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -7138472.500000 Penalty: 1072.179932
	Iteration 61Q: 3 clusters Score -7138472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -7138470.000000 Penalty: 1072.179932
	Iteration 62Q: 3 clusters Score -7138470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -7138477.500000 Penalty: 1072.179932
	Iteration 63Q: 3 clusters Score -7138478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -7138480.500000 Penalty: 1072.179932
	Iteration 64Q: 3 clusters Score -7138480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95765 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -7138483.000000 Penalty: 1072.179932
	Iteration 65Q: 3 clusters Score -7138483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95765 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -7138481.000000 Penalty: 1072.179932
	Iteration 66Q: 3 clusters Score -7138481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -7138486.500000 Penalty: 1072.179932
	Iteration 67Q: 3 clusters Score -7138486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -7138480.000000 Penalty: 1072.179932
	Iteration 68Q: 3 clusters Score -7138480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95786 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -7138479.000000 Penalty: 1072.179932
	Iteration 69Q: 3 clusters Score -7138479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95783 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -7138478.500000 Penalty: 1072.179932
	Iteration 70Q: 3 clusters Score -7138478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -7138478.000000 Penalty: 1072.179932
	Iteration 71Q: 3 clusters Score -7138478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95783 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -7138478.000000 Penalty: 1072.179932
	Iteration 72Q: 3 clusters Score -7138478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -7138477.500000 Penalty: 1072.179932
	Iteration 73Q: 3 clusters Score -7138478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -7138477.500000 Penalty: 1072.179932
	Iteration 74F: 3 clusters Score -7138478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 87202 members 
Mstep: Class 3 contains 22504 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 38017 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 104116 members 
Mstep: Class 8 contains 77477 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 37684 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 53541 members 
Mstep: Class 13 contains 4735 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 1650 members 
Mstep: Class 18 contains 3073 members 
Mstep: Class 19 contains 73626 members 
Mstep: Class 20 contains 61379 members 
Mstep: Class 21 contains 1626 members 
Mstep: Class 22 contains 116150 members 
Mstep: Class 23 contains 72932 members 
Mstep: Class 24 contains 9937 members 
Mstep: Class 25 contains 2732 members 
Mstep: Class 26 contains 13750 members 
Mstep: Class 27 contains 161502 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 52615 members 
Mstep: Class 31 contains 41464 members 
Mstep: Class 32 contains 34816 members 
Mstep: Class 33 contains 99245 members 
Mstep: Class 34 contains 505 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 141807 members 
Mstep: Class 37 contains 18214 members 
Mstep: Class 38 contains 36077 members 
Mstep: Class 39 contains 62877 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 13966 members 
Mstep: Class 42 contains 5501 members 
Mstep: Class 43 contains 95785 members 
Mstep: Class 44 contains 108541 members 
Mstep: Class 45 contains 5718 members 
Mstep: Class 46 contains 3151 members 
Mstep: Class 47 contains 35116 members 
Entering Unmasked Estep 
Score: -87447192.000000 Penalty: 30716.982422
Splitting cluster 43 changes total score from -87444016.000000 to -87447192.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 44 (108541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Entering Unmasked Estep 
Score: -5972752.500000 Penalty: 527.567200
	Iteration 0F: 2 clusters Score -5972752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -5902849.500000 Penalty: 1055.134399
	Iteration 0F: 3 clusters Score -5902850 nChanged 53009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -5935029.500000 Penalty: 1055.134399
	Iteration 1F: 3 clusters Score -5935030 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -5936926.500000 Penalty: 1055.134399
	Iteration 2Q: 3 clusters Score -5936926 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65280 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -5940289.000000 Penalty: 1055.134399
	Iteration 3F: 3 clusters Score -5940289 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -5945968.000000 Penalty: 1055.134399
	Iteration 4F: 3 clusters Score -5945968 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -5952553.500000 Penalty: 1055.134399
	Iteration 5F: 3 clusters Score -5952554 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78183 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -5957207.500000 Penalty: 1055.134399
	Iteration 6F: 3 clusters Score -5957208 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -5959240.500000 Penalty: 1055.134399
	Iteration 7Q: 3 clusters Score -5959240 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -5960320.000000 Penalty: 1055.134399
	Iteration 8Q: 3 clusters Score -5960320 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85340 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -5961254.000000 Penalty: 1055.134399
	Iteration 9Q: 3 clusters Score -5961254 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -5962138.500000 Penalty: 1055.134399
	Iteration 10Q: 3 clusters Score -5962138 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90587 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -5963106.500000 Penalty: 1055.134399
	Iteration 11Q: 3 clusters Score -5963106 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5964197.000000 Penalty: 1055.134399
	Iteration 12Q: 3 clusters Score -5964197 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95865 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -5965257.000000 Penalty: 1055.134399
	Iteration 13Q: 3 clusters Score -5965257 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98125 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -5966208.000000 Penalty: 1055.134399
	Iteration 14Q: 3 clusters Score -5966208 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -5967119.000000 Penalty: 1055.134399
	Iteration 15Q: 3 clusters Score -5967119 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101960 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -5968078.000000 Penalty: 1055.134399
	Iteration 16Q: 3 clusters Score -5968078 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -5968906.000000 Penalty: 1055.134399
	Iteration 17Q: 3 clusters Score -5968906 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104703 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -5969641.000000 Penalty: 1055.134399
	Iteration 18Q: 3 clusters Score -5969641 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5970264.000000 Penalty: 1055.134399
	Iteration 19Q: 3 clusters Score -5970264 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5970773.500000 Penalty: 1055.134399
	Iteration 20F: 3 clusters Score -5970774 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107144 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5971237.500000 Penalty: 1055.134399
	Iteration 21Q: 3 clusters Score -5971238 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5971631.500000 Penalty: 1055.134399
	Iteration 22Q: 3 clusters Score -5971632 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5971860.500000 Penalty: 1055.134399
	Iteration 23Q: 3 clusters Score -5971860 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5972028.000000 Penalty: 1055.134399
	Iteration 24Q: 3 clusters Score -5972028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108254 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5972124.500000 Penalty: 1055.134399
	Iteration 25Q: 3 clusters Score -5972124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108322 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5972177.500000 Penalty: 1055.134399
	Iteration 26Q: 3 clusters Score -5972178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108365 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5972224.500000 Penalty: 1055.134399
	Iteration 27Q: 3 clusters Score -5972224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108392 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5972255.500000 Penalty: 1055.134399
	Iteration 28Q: 3 clusters Score -5972256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108412 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5972280.500000 Penalty: 1055.134399
	Iteration 29Q: 3 clusters Score -5972280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108420 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -5972285.000000 Penalty: 1055.134399
	Iteration 30Q: 3 clusters Score -5972285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5972288.500000 Penalty: 1055.134399
	Iteration 31Q: 3 clusters Score -5972288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108426 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5972295.000000 Penalty: 1055.134399
	Iteration 32Q: 3 clusters Score -5972295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5972297.500000 Penalty: 1055.134399
	Iteration 33Q: 3 clusters Score -5972298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108433 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5972298.000000 Penalty: 1055.134399
	Iteration 34Q: 3 clusters Score -5972298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108433 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5972297.000000 Penalty: 1055.134399
	Iteration 35Q: 3 clusters Score -5972297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5972301.000000 Penalty: 1055.134399
	Iteration 36Q: 3 clusters Score -5972301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5972300.500000 Penalty: 1055.134399
	Iteration 37Q: 3 clusters Score -5972300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5972300.500000 Penalty: 1055.134399
	Iteration 38F: 3 clusters Score -5972300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Entering Unmasked Estep 
Score: -311577.687500 Penalty: 393.637543
	Iteration 0F: 2 clusters Score -311577.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -307722.531250 Penalty: 787.275085
	Iteration 0F: 3 clusters Score -307722.5 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -309140.312500 Penalty: 787.275085
	Iteration 1F: 3 clusters Score -309140.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -309340.187500 Penalty: 787.275085
	Iteration 2F: 3 clusters Score -309340.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -309581.718750 Penalty: 787.275085
	Iteration 3F: 3 clusters Score -309581.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -309871.718750 Penalty: 787.275085
	Iteration 4F: 3 clusters Score -309871.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -310196.468750 Penalty: 787.275085
	Iteration 5F: 3 clusters Score -310196.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -310522.250000 Penalty: 787.275085
	Iteration 6F: 3 clusters Score -310522.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -310753.593750 Penalty: 787.275085
	Iteration 7F: 3 clusters Score -310753.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -310876.906250 Penalty: 787.275085
	Iteration 8Q: 3 clusters Score -310876.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -310927.843750 Penalty: 787.275085
	Iteration 9Q: 3 clusters Score -310927.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -310952.031250 Penalty: 787.275085
	Iteration 10Q: 3 clusters Score -310952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -310970.312500 Penalty: 787.275085
	Iteration 11Q: 3 clusters Score -310970.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -310986.343750 Penalty: 787.275085
	Iteration 12Q: 3 clusters Score -310986.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -310998.625000 Penalty: 787.275085
	Iteration 13Q: 3 clusters Score -310998.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -311007.656250 Penalty: 787.275085
	Iteration 14Q: 3 clusters Score -311007.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -311018.125000 Penalty: 787.275085
	Iteration 15Q: 3 clusters Score -311018.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -311033.312500 Penalty: 787.275085
	Iteration 16Q: 3 clusters Score -311033.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -311048.562500 Penalty: 787.275085
	Iteration 17Q: 3 clusters Score -311048.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -311067.750000 Penalty: 787.275085
	Iteration 18Q: 3 clusters Score -311067.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -311085.937500 Penalty: 787.275085
	Iteration 19Q: 3 clusters Score -311085.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -311102.312500 Penalty: 787.275085
	Iteration 20F: 3 clusters Score -311102.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -311116.218750 Penalty: 787.275085
	Iteration 21Q: 3 clusters Score -311116.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -311123.656250 Penalty: 787.275085
	Iteration 22Q: 3 clusters Score -311123.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -311132.125000 Penalty: 787.275085
	Iteration 23Q: 3 clusters Score -311132.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -311141.781250 Penalty: 787.275085
	Iteration 24Q: 3 clusters Score -311141.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -311150.312500 Penalty: 787.275085
	Iteration 25Q: 3 clusters Score -311150.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -311162.937500 Penalty: 787.275085
	Iteration 26Q: 3 clusters Score -311162.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -311177.750000 Penalty: 787.275085
	Iteration 27Q: 3 clusters Score -311177.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -311190.250000 Penalty: 787.275085
	Iteration 28Q: 3 clusters Score -311190.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -311203.281250 Penalty: 787.275085
	Iteration 29Q: 3 clusters Score -311203.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -311216.156250 Penalty: 787.275085
	Iteration 30Q: 3 clusters Score -311216.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -311225.375000 Penalty: 787.275085
	Iteration 31Q: 3 clusters Score -311225.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -311232.187500 Penalty: 787.275085
	Iteration 32Q: 3 clusters Score -311232.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -311238.562500 Penalty: 787.275085
	Iteration 33Q: 3 clusters Score -311238.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -311245.843750 Penalty: 787.275085
	Iteration 34Q: 3 clusters Score -311245.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -311252.875000 Penalty: 787.275085
	Iteration 35Q: 3 clusters Score -311252.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -311260.781250 Penalty: 787.275085
	Iteration 36Q: 3 clusters Score -311260.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -311265.562500 Penalty: 787.275085
	Iteration 37Q: 3 clusters Score -311265.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -311271.125000 Penalty: 787.275085
	Iteration 38Q: 3 clusters Score -311271.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -311277.437500 Penalty: 787.275085
	Iteration 39Q: 3 clusters Score -311277.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -311280.812500 Penalty: 787.275085
	Iteration 40F: 3 clusters Score -311280.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -311283.812500 Penalty: 787.275085
	Iteration 41Q: 3 clusters Score -311283.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -311290.625000 Penalty: 787.275085
	Iteration 42Q: 3 clusters Score -311290.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -311299.218750 Penalty: 787.275085
	Iteration 43Q: 3 clusters Score -311299.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -311306.093750 Penalty: 787.275085
	Iteration 44Q: 3 clusters Score -311306.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -311311.968750 Penalty: 787.275085
	Iteration 45Q: 3 clusters Score -311312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -311315.062500 Penalty: 787.275085
	Iteration 46Q: 3 clusters Score -311315.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -311317.343750 Penalty: 787.275085
	Iteration 47Q: 3 clusters Score -311317.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -311319.875000 Penalty: 787.275085
	Iteration 48Q: 3 clusters Score -311319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -311322.125000 Penalty: 787.275085
	Iteration 49Q: 3 clusters Score -311322.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -311323.968750 Penalty: 787.275085
	Iteration 50Q: 3 clusters Score -311324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -311324.187500 Penalty: 787.275085
	Iteration 51Q: 3 clusters Score -311324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -311324.593750 Penalty: 787.275085
	Iteration 52Q: 3 clusters Score -311324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -311324.812500 Penalty: 787.275085
	Iteration 53Q: 3 clusters Score -311324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -311325.125000 Penalty: 787.275085
	Iteration 54Q: 3 clusters Score -311325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -311325.312500 Penalty: 787.275085
	Iteration 55Q: 3 clusters Score -311325.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -311325.250000 Penalty: 787.275085
	Iteration 56Q: 3 clusters Score -311325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -311325.093750 Penalty: 787.275085
	Iteration 57Q: 3 clusters Score -311325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -311325.312500 Penalty: 787.275085
	Iteration 58Q: 3 clusters Score -311325.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -311325.312500 Penalty: 787.275085
	Iteration 59Q: 3 clusters Score -311325.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -311327.093750 Penalty: 787.275085
	Iteration 60F: 3 clusters Score -311327.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -311327.437500 Penalty: 787.275085
	Iteration 61Q: 3 clusters Score -311327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -311327.718750 Penalty: 787.275085
	Iteration 62Q: 3 clusters Score -311327.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -311328.937500 Penalty: 787.275085
	Iteration 63Q: 3 clusters Score -311328.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -311330.437500 Penalty: 787.275085
	Iteration 64Q: 3 clusters Score -311330.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -311331.562500 Penalty: 787.275085
	Iteration 65Q: 3 clusters Score -311331.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -311332.875000 Penalty: 787.275085
	Iteration 66Q: 3 clusters Score -311332.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -311333.750000 Penalty: 787.275085
	Iteration 67Q: 3 clusters Score -311333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -311333.656250 Penalty: 787.275085
	Iteration 68Q: 3 clusters Score -311333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -311334.937500 Penalty: 787.275085
	Iteration 69Q: 3 clusters Score -311334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -311335.312500 Penalty: 787.275085
	Iteration 70Q: 3 clusters Score -311335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -311335.343750 Penalty: 787.275085
	Iteration 71Q: 3 clusters Score -311335.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -311335.093750 Penalty: 787.275085
	Iteration 72Q: 3 clusters Score -311335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -311335.156250 Penalty: 787.275085
	Iteration 73Q: 3 clusters Score -311335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -311335.281250 Penalty: 787.275085
	Iteration 74Q: 3 clusters Score -311335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -311335.625000 Penalty: 787.275085
	Iteration 75Q: 3 clusters Score -311335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -311335.562500 Penalty: 787.275085
	Iteration 76Q: 3 clusters Score -311335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -311335.531250 Penalty: 787.275085
	Iteration 77Q: 3 clusters Score -311335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -311335.531250 Penalty: 787.275085
	Iteration 78F: 3 clusters Score -311335.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -164739.781250 Penalty: 366.524109
	Iteration 0F: 2 clusters Score -164739.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -162565.390625 Penalty: 733.048218
	Iteration 0F: 3 clusters Score -162565.4 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -163327.375000 Penalty: 733.048218
	Iteration 1F: 3 clusters Score -163327.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -163433.875000 Penalty: 733.048218
	Iteration 2F: 3 clusters Score -163433.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -163538.359375 Penalty: 733.048218
	Iteration 3F: 3 clusters Score -163538.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -163652.734375 Penalty: 733.048218
	Iteration 4F: 3 clusters Score -163652.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -163814.484375 Penalty: 733.048218
	Iteration 5F: 3 clusters Score -163814.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -164001.500000 Penalty: 733.048218
	Iteration 6F: 3 clusters Score -164001.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -164180.281250 Penalty: 733.048218
	Iteration 7F: 3 clusters Score -164180.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -164303.906250 Penalty: 733.048218
	Iteration 8Q: 3 clusters Score -164303.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -164377.656250 Penalty: 733.048218
	Iteration 9Q: 3 clusters Score -164377.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -164408.078125 Penalty: 733.048218
	Iteration 10Q: 3 clusters Score -164408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -164418.484375 Penalty: 733.048218
	Iteration 11Q: 3 clusters Score -164418.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -164425.062500 Penalty: 733.048218
	Iteration 12Q: 3 clusters Score -164425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -164428.093750 Penalty: 733.048218
	Iteration 13Q: 3 clusters Score -164428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -164432.031250 Penalty: 733.048218
	Iteration 14Q: 3 clusters Score -164432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -164435.359375 Penalty: 733.048218
	Iteration 15Q: 3 clusters Score -164435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -164435.359375 Penalty: 733.048218
	Iteration 16F: 3 clusters Score -164435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 87202 members 
Mstep: Class 3 contains 22504 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 38017 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 104116 members 
Mstep: Class 8 contains 77477 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 37684 members 
Mstep: Class 11 contains 8710 members 
Mstep: Class 12 contains 53541 members 
Mstep: Class 13 contains 4735 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 1650 members 
Mstep: Class 18 contains 3073 members 
Mstep: Class 19 contains 73626 members 
Mstep: Class 20 contains 61379 members 
Mstep: Class 21 contains 1626 members 
Mstep: Class 22 contains 116150 members 
Mstep: Class 23 contains 72932 members 
Mstep: Class 24 contains 9937 members 
Mstep: Class 25 contains 2732 members 
Mstep: Class 26 contains 13750 members 
Mstep: Class 27 contains 161502 members 
Mstep: Class 28 contains 4836 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 52615 members 
Mstep: Class 31 contains 41464 members 
Mstep: Class 32 contains 34816 members 
Mstep: Class 33 contains 99245 members 
Mstep: Class 34 contains 505 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 141807 members 
Mstep: Class 37 contains 18214 members 
Mstep: Class 38 contains 36077 members 
Mstep: Class 39 contains 62877 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 13966 members 
Mstep: Class 42 contains 5501 members 
Mstep: Class 43 contains 95785 members 
Mstep: Class 44 contains 108541 members 
Mstep: Class 45 contains 5718 members 
Mstep: Class 46 contains 3151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87447904.000000 Penalty: 30716.982422
Iteration 239Q: 48 clusters Score -8.74479e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 87198 members 
Mstep: Class 3 contains 22222 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 37872 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 105274 members 
Mstep: Class 8 contains 77472 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 37795 members 
Mstep: Class 11 contains 8720 members 
Mstep: Class 12 contains 53796 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 1590 members 
Mstep: Class 17 contains 1657 members 
Mstep: Class 18 contains 3006 members 
Mstep: Class 19 contains 73671 members 
Mstep: Class 20 contains 61255 members 
Mstep: Class 21 contains 1626 members 
Mstep: Class 22 contains 116370 members 
Mstep: Class 23 contains 72929 members 
Mstep: Class 24 contains 9901 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 13763 members 
Mstep: Class 27 contains 161647 members 
Mstep: Class 28 contains 4838 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 52404 members 
Mstep: Class 31 contains 41417 members 
Mstep: Class 32 contains 35254 members 
Mstep: Class 33 contains 99130 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2390 members 
Mstep: Class 36 contains 141793 members 
Mstep: Class 37 contains 18230 members 
Mstep: Class 38 contains 36132 members 
Mstep: Class 39 contains 63315 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 14053 members 
Mstep: Class 42 contains 5502 members 
Mstep: Class 43 contains 95310 members 
Mstep: Class 44 contains 107676 members 
Mstep: Class 45 contains 5727 members 
Mstep: Class 46 contains 3190 members 
Mstep: Class 47 contains 34454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448584.000000 Penalty: 30716.982422
Iteration 240F: 48 clusters Score -8.744858e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 87086 members 
Mstep: Class 3 contains 21893 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 37723 members 
Mstep: Class 6 contains 2066 members 
Mstep: Class 7 contains 106460 members 
Mstep: Class 8 contains 77352 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 37918 members 
Mstep: Class 11 contains 8741 members 
Mstep: Class 12 contains 53988 members 
Mstep: Class 13 contains 4722 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 1663 members 
Mstep: Class 18 contains 2921 members 
Mstep: Class 19 contains 73506 members 
Mstep: Class 20 contains 61103 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 116564 members 
Mstep: Class 23 contains 72801 members 
Mstep: Class 24 contains 9864 members 
Mstep: Class 25 contains 2730 members 
Mstep: Class 26 contains 13779 members 
Mstep: Class 27 contains 161521 members 
Mstep: Class 28 contains 4844 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 52198 members 
Mstep: Class 31 contains 41371 members 
Mstep: Class 32 contains 35698 members 
Mstep: Class 33 contains 98971 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2387 members 
Mstep: Class 36 contains 141513 members 
Mstep: Class 37 contains 18241 members 
Mstep: Class 38 contains 36181 members 
Mstep: Class 39 contains 63605 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 14135 members 
Mstep: Class 42 contains 5499 members 
Mstep: Class 43 contains 94971 members 
Mstep: Class 44 contains 106737 members 
Mstep: Class 45 contains 5739 members 
Mstep: Class 46 contains 3233 members 
Mstep: Class 47 contains 35206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87449136.000000 Penalty: 30716.982422
Iteration 241Q: 48 clusters Score -8.744914e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 87029 members 
Mstep: Class 3 contains 21544 members 
Mstep: Class 4 contains 1374 members 
Mstep: Class 5 contains 37596 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 107670 members 
Mstep: Class 8 contains 77259 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 38027 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 54170 members 
Mstep: Class 13 contains 4717 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 1666 members 
Mstep: Class 18 contains 2857 members 
Mstep: Class 19 contains 73347 members 
Mstep: Class 20 contains 61012 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 116729 members 
Mstep: Class 23 contains 72712 members 
Mstep: Class 24 contains 9831 members 
Mstep: Class 25 contains 2733 members 
Mstep: Class 26 contains 13793 members 
Mstep: Class 27 contains 161431 members 
Mstep: Class 28 contains 4850 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 51964 members 
Mstep: Class 31 contains 41320 members 
Mstep: Class 32 contains 36136 members 
Mstep: Class 33 contains 98806 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2384 members 
Mstep: Class 36 contains 141292 members 
Mstep: Class 37 contains 18233 members 
Mstep: Class 38 contains 36254 members 
Mstep: Class 39 contains 63958 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 14208 members 
Mstep: Class 42 contains 5498 members 
Mstep: Class 43 contains 94712 members 
Mstep: Class 44 contains 106002 members 
Mstep: Class 45 contains 5752 members 
Mstep: Class 46 contains 3284 members 
Mstep: Class 47 contains 35355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448920.000000 Penalty: 30716.982422
Iteration 242Q: 48 clusters Score -8.744892e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 86963 members 
Mstep: Class 3 contains 21222 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 37472 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 108828 members 
Mstep: Class 8 contains 77189 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 38142 members 
Mstep: Class 11 contains 8779 members 
Mstep: Class 12 contains 54307 members 
Mstep: Class 13 contains 4712 members 
Mstep: Class 14 contains 1806 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 2793 members 
Mstep: Class 19 contains 73216 members 
Mstep: Class 20 contains 60906 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 116913 members 
Mstep: Class 23 contains 72651 members 
Mstep: Class 24 contains 9802 members 
Mstep: Class 25 contains 2738 members 
Mstep: Class 26 contains 13809 members 
Mstep: Class 27 contains 161383 members 
Mstep: Class 28 contains 4856 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 51750 members 
Mstep: Class 31 contains 41273 members 
Mstep: Class 32 contains 36563 members 
Mstep: Class 33 contains 98670 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 141139 members 
Mstep: Class 37 contains 18231 members 
Mstep: Class 38 contains 36333 members 
Mstep: Class 39 contains 64251 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 14278 members 
Mstep: Class 42 contains 5492 members 
Mstep: Class 43 contains 94455 members 
Mstep: Class 44 contains 105309 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 3334 members 
Mstep: Class 47 contains 35331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448944.000000 Penalty: 30716.982422
Iteration 243Q: 48 clusters Score -8.744894e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 86917 members 
Mstep: Class 3 contains 20892 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 37392 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 109800 members 
Mstep: Class 8 contains 77129 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 38301 members 
Mstep: Class 11 contains 8813 members 
Mstep: Class 12 contains 54426 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 2739 members 
Mstep: Class 19 contains 73072 members 
Mstep: Class 20 contains 60817 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 117073 members 
Mstep: Class 23 contains 72612 members 
Mstep: Class 24 contains 9772 members 
Mstep: Class 25 contains 2738 members 
Mstep: Class 26 contains 13822 members 
Mstep: Class 27 contains 161389 members 
Mstep: Class 28 contains 4863 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 51573 members 
Mstep: Class 31 contains 41222 members 
Mstep: Class 32 contains 36975 members 
Mstep: Class 33 contains 98541 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2378 members 
Mstep: Class 36 contains 141032 members 
Mstep: Class 37 contains 18237 members 
Mstep: Class 38 contains 36394 members 
Mstep: Class 39 contains 64432 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 14341 members 
Mstep: Class 42 contains 5488 members 
Mstep: Class 43 contains 94084 members 
Mstep: Class 44 contains 104726 members 
Mstep: Class 45 contains 5805 members 
Mstep: Class 46 contains 3385 members 
Mstep: Class 47 contains 35389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448440.000000 Penalty: 30716.982422
Iteration 244Q: 48 clusters Score -8.744844e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 86894 members 
Mstep: Class 3 contains 20560 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 37328 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 110859 members 
Mstep: Class 8 contains 77085 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 38431 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 54541 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 1802 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 72975 members 
Mstep: Class 20 contains 60693 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 117198 members 
Mstep: Class 23 contains 72573 members 
Mstep: Class 24 contains 9729 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 13841 members 
Mstep: Class 27 contains 161395 members 
Mstep: Class 28 contains 4873 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 51382 members 
Mstep: Class 31 contains 41203 members 
Mstep: Class 32 contains 37377 members 
Mstep: Class 33 contains 98394 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2375 members 
Mstep: Class 36 contains 140931 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 36458 members 
Mstep: Class 39 contains 64663 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 14416 members 
Mstep: Class 42 contains 5483 members 
Mstep: Class 43 contains 93824 members 
Mstep: Class 44 contains 104092 members 
Mstep: Class 45 contains 5820 members 
Mstep: Class 46 contains 3420 members 
Mstep: Class 47 contains 35266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448624.000000 Penalty: 30716.982422
Iteration 245Q: 48 clusters Score -8.744862e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 86867 members 
Mstep: Class 3 contains 20138 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 37309 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 111783 members 
Mstep: Class 8 contains 77059 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 38589 members 
Mstep: Class 11 contains 8877 members 
Mstep: Class 12 contains 54686 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1659 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 72860 members 
Mstep: Class 20 contains 60595 members 
Mstep: Class 21 contains 1626 members 
Mstep: Class 22 contains 117312 members 
Mstep: Class 23 contains 72554 members 
Mstep: Class 24 contains 9699 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 13864 members 
Mstep: Class 27 contains 161405 members 
Mstep: Class 28 contains 4881 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 51200 members 
Mstep: Class 31 contains 41161 members 
Mstep: Class 32 contains 37785 members 
Mstep: Class 33 contains 98213 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 140878 members 
Mstep: Class 37 contains 18259 members 
Mstep: Class 38 contains 36513 members 
Mstep: Class 39 contains 64883 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 14467 members 
Mstep: Class 42 contains 5470 members 
Mstep: Class 43 contains 93463 members 
Mstep: Class 44 contains 103557 members 
Mstep: Class 45 contains 5830 members 
Mstep: Class 46 contains 3464 members 
Mstep: Class 47 contains 35235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448760.000000 Penalty: 30716.982422
Iteration 246Q: 48 clusters Score -8.744876e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 86859 members 
Mstep: Class 3 contains 19805 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 37273 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 112761 members 
Mstep: Class 8 contains 77043 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 38741 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 54831 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1654 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 72763 members 
Mstep: Class 20 contains 60551 members 
Mstep: Class 21 contains 1624 members 
Mstep: Class 22 contains 117400 members 
Mstep: Class 23 contains 72533 members 
Mstep: Class 24 contains 9675 members 
Mstep: Class 25 contains 2754 members 
Mstep: Class 26 contains 13880 members 
Mstep: Class 27 contains 161423 members 
Mstep: Class 28 contains 4887 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 51019 members 
Mstep: Class 31 contains 41121 members 
Mstep: Class 32 contains 38152 members 
Mstep: Class 33 contains 98041 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2369 members 
Mstep: Class 36 contains 140815 members 
Mstep: Class 37 contains 18273 members 
Mstep: Class 38 contains 36556 members 
Mstep: Class 39 contains 64991 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 14520 members 
Mstep: Class 42 contains 5457 members 
Mstep: Class 43 contains 93025 members 
Mstep: Class 44 contains 102956 members 
Mstep: Class 45 contains 5836 members 
Mstep: Class 46 contains 3512 members 
Mstep: Class 47 contains 35302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448544.000000 Penalty: 30716.982422
Iteration 247Q: 48 clusters Score -8.744854e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 86840 members 
Mstep: Class 3 contains 19510 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 37247 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 113747 members 
Mstep: Class 8 contains 77008 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 38946 members 
Mstep: Class 11 contains 8951 members 
Mstep: Class 12 contains 54974 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 72674 members 
Mstep: Class 20 contains 60467 members 
Mstep: Class 21 contains 1624 members 
Mstep: Class 22 contains 117486 members 
Mstep: Class 23 contains 72507 members 
Mstep: Class 24 contains 9659 members 
Mstep: Class 25 contains 2763 members 
Mstep: Class 26 contains 13888 members 
Mstep: Class 27 contains 161459 members 
Mstep: Class 28 contains 4886 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 50875 members 
Mstep: Class 31 contains 41079 members 
Mstep: Class 32 contains 38551 members 
Mstep: Class 33 contains 97872 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2365 members 
Mstep: Class 36 contains 140787 members 
Mstep: Class 37 contains 18289 members 
Mstep: Class 38 contains 36617 members 
Mstep: Class 39 contains 65170 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 14564 members 
Mstep: Class 42 contains 5454 members 
Mstep: Class 43 contains 92623 members 
Mstep: Class 44 contains 102187 members 
Mstep: Class 45 contains 5845 members 
Mstep: Class 46 contains 3547 members 
Mstep: Class 47 contains 35273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448688.000000 Penalty: 30716.982422
Iteration 248Q: 48 clusters Score -8.744869e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 86818 members 
Mstep: Class 3 contains 19239 members 
Mstep: Class 4 contains 1351 members 
Mstep: Class 5 contains 37227 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 114781 members 
Mstep: Class 8 contains 76991 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 39113 members 
Mstep: Class 11 contains 8983 members 
Mstep: Class 12 contains 55124 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 1643 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 72616 members 
Mstep: Class 20 contains 60375 members 
Mstep: Class 21 contains 1626 members 
Mstep: Class 22 contains 117541 members 
Mstep: Class 23 contains 72477 members 
Mstep: Class 24 contains 9645 members 
Mstep: Class 25 contains 2766 members 
Mstep: Class 26 contains 13886 members 
Mstep: Class 27 contains 161488 members 
Mstep: Class 28 contains 4893 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 50704 members 
Mstep: Class 31 contains 41042 members 
Mstep: Class 32 contains 38925 members 
Mstep: Class 33 contains 97676 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 140779 members 
Mstep: Class 37 contains 18320 members 
Mstep: Class 38 contains 36683 members 
Mstep: Class 39 contains 65278 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 14602 members 
Mstep: Class 42 contains 5452 members 
Mstep: Class 43 contains 92252 members 
Mstep: Class 44 contains 101482 members 
Mstep: Class 45 contains 5843 members 
Mstep: Class 46 contains 3574 members 
Mstep: Class 47 contains 35249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448848.000000 Penalty: 30716.982422
Iteration 249Q: 48 clusters Score -8.744885e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 86804 members 
Mstep: Class 3 contains 18930 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 37219 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 115735 members 
Mstep: Class 8 contains 76969 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 39271 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 55302 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 1642 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 72545 members 
Mstep: Class 20 contains 60313 members 
Mstep: Class 21 contains 1626 members 
Mstep: Class 22 contains 117570 members 
Mstep: Class 23 contains 72437 members 
Mstep: Class 24 contains 9626 members 
Mstep: Class 25 contains 2774 members 
Mstep: Class 26 contains 13891 members 
Mstep: Class 27 contains 161497 members 
Mstep: Class 28 contains 4902 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 50565 members 
Mstep: Class 31 contains 41006 members 
Mstep: Class 32 contains 39342 members 
Mstep: Class 33 contains 97468 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 140783 members 
Mstep: Class 37 contains 18339 members 
Mstep: Class 38 contains 36739 members 
Mstep: Class 39 contains 65387 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 14651 members 
Mstep: Class 42 contains 5454 members 
Mstep: Class 43 contains 91806 members 
Mstep: Class 44 contains 100804 members 
Mstep: Class 45 contains 5849 members 
Mstep: Class 46 contains 3610 members 
Mstep: Class 47 contains 35249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448912.000000 Penalty: 30716.982422
Iteration 250Q: 48 clusters Score -8.744891e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 86782 members 
Mstep: Class 3 contains 18606 members 
Mstep: Class 4 contains 1335 members 
Mstep: Class 5 contains 37202 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 116727 members 
Mstep: Class 8 contains 76961 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 39440 members 
Mstep: Class 11 contains 9069 members 
Mstep: Class 12 contains 55482 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 1644 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 72482 members 
Mstep: Class 20 contains 60292 members 
Mstep: Class 21 contains 1627 members 
Mstep: Class 22 contains 117585 members 
Mstep: Class 23 contains 72400 members 
Mstep: Class 24 contains 9611 members 
Mstep: Class 25 contains 2782 members 
Mstep: Class 26 contains 13891 members 
Mstep: Class 27 contains 161544 members 
Mstep: Class 28 contains 4914 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 50435 members 
Mstep: Class 31 contains 40960 members 
Mstep: Class 32 contains 39749 members 
Mstep: Class 33 contains 97255 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 140785 members 
Mstep: Class 37 contains 18351 members 
Mstep: Class 38 contains 36793 members 
Mstep: Class 39 contains 65397 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 14703 members 
Mstep: Class 42 contains 5454 members 
Mstep: Class 43 contains 91291 members 
Mstep: Class 44 contains 100204 members 
Mstep: Class 45 contains 5860 members 
Mstep: Class 46 contains 3658 members 
Mstep: Class 47 contains 35288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448776.000000 Penalty: 30716.982422
Iteration 251Q: 48 clusters Score -8.744878e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 86770 members 
Mstep: Class 3 contains 18327 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 37188 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 117634 members 
Mstep: Class 8 contains 76964 members 
Mstep: Class 9 contains 2552 members 
Mstep: Class 10 contains 39622 members 
Mstep: Class 11 contains 9109 members 
Mstep: Class 12 contains 55631 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 1643 members 
Mstep: Class 18 contains 2364 members 
Mstep: Class 19 contains 72434 members 
Mstep: Class 20 contains 60245 members 
Mstep: Class 21 contains 1628 members 
Mstep: Class 22 contains 117641 members 
Mstep: Class 23 contains 72350 members 
Mstep: Class 24 contains 9591 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 13896 members 
Mstep: Class 27 contains 161594 members 
Mstep: Class 28 contains 4918 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 50302 members 
Mstep: Class 31 contains 40919 members 
Mstep: Class 32 contains 40233 members 
Mstep: Class 33 contains 97052 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 140788 members 
Mstep: Class 37 contains 18344 members 
Mstep: Class 38 contains 36860 members 
Mstep: Class 39 contains 65499 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 14757 members 
Mstep: Class 42 contains 5446 members 
Mstep: Class 43 contains 90761 members 
Mstep: Class 44 contains 99560 members 
Mstep: Class 45 contains 5867 members 
Mstep: Class 46 contains 3722 members 
Mstep: Class 47 contains 35207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448816.000000 Penalty: 30716.982422
Iteration 252Q: 48 clusters Score -8.744882e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 86751 members 
Mstep: Class 3 contains 18139 members 
Mstep: Class 4 contains 1298 members 
Mstep: Class 5 contains 37172 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 118511 members 
Mstep: Class 8 contains 76978 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 39812 members 
Mstep: Class 11 contains 9158 members 
Mstep: Class 12 contains 55781 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 1642 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 72403 members 
Mstep: Class 20 contains 60232 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 117675 members 
Mstep: Class 23 contains 72310 members 
Mstep: Class 24 contains 9573 members 
Mstep: Class 25 contains 2797 members 
Mstep: Class 26 contains 13903 members 
Mstep: Class 27 contains 161607 members 
Mstep: Class 28 contains 4925 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 50142 members 
Mstep: Class 31 contains 40881 members 
Mstep: Class 32 contains 40739 members 
Mstep: Class 33 contains 96837 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 140810 members 
Mstep: Class 37 contains 18334 members 
Mstep: Class 38 contains 36890 members 
Mstep: Class 39 contains 65575 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 14811 members 
Mstep: Class 42 contains 5437 members 
Mstep: Class 43 contains 90191 members 
Mstep: Class 44 contains 98894 members 
Mstep: Class 45 contains 5874 members 
Mstep: Class 46 contains 3779 members 
Mstep: Class 47 contains 35168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448904.000000 Penalty: 30716.982422
Iteration 253Q: 48 clusters Score -8.74489e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 86735 members 
Mstep: Class 3 contains 17904 members 
Mstep: Class 4 contains 1273 members 
Mstep: Class 5 contains 37158 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 119209 members 
Mstep: Class 8 contains 76968 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 39986 members 
Mstep: Class 11 contains 9201 members 
Mstep: Class 12 contains 55952 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 1644 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 72354 members 
Mstep: Class 20 contains 60223 members 
Mstep: Class 21 contains 1631 members 
Mstep: Class 22 contains 117781 members 
Mstep: Class 23 contains 72263 members 
Mstep: Class 24 contains 9550 members 
Mstep: Class 25 contains 2800 members 
Mstep: Class 26 contains 13913 members 
Mstep: Class 27 contains 161624 members 
Mstep: Class 28 contains 4929 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 49948 members 
Mstep: Class 31 contains 40856 members 
Mstep: Class 32 contains 41271 members 
Mstep: Class 33 contains 96627 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 140821 members 
Mstep: Class 37 contains 18326 members 
Mstep: Class 38 contains 36931 members 
Mstep: Class 39 contains 65707 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 14853 members 
Mstep: Class 42 contains 5427 members 
Mstep: Class 43 contains 89621 members 
Mstep: Class 44 contains 98395 members 
Mstep: Class 45 contains 5877 members 
Mstep: Class 46 contains 3831 members 
Mstep: Class 47 contains 35115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87448856.000000 Penalty: 30716.982422
Iteration 254Q: 48 clusters Score -8.744886e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 86713 members 
Mstep: Class 3 contains 17726 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 37140 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 119845 members 
Mstep: Class 8 contains 76977 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 40157 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 56133 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 1636 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 72319 members 
Mstep: Class 20 contains 60259 members 
Mstep: Class 21 contains 1629 members 
Mstep: Class 22 contains 117848 members 
Mstep: Class 23 contains 72218 members 
Mstep: Class 24 contains 9531 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 13919 members 
Mstep: Class 27 contains 161653 members 
Mstep: Class 28 contains 4932 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 49815 members 
Mstep: Class 31 contains 40836 members 
Mstep: Class 32 contains 41748 members 
Mstep: Class 33 contains 96412 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2358 members 
Mstep: Class 36 contains 140845 members 
Mstep: Class 37 contains 18305 members 
Mstep: Class 38 contains 36968 members 
Mstep: Class 39 contains 65835 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 14906 members 
Mstep: Class 42 contains 5415 members 
Mstep: Class 43 contains 89055 members 
Mstep: Class 44 contains 97906 members 
Mstep: Class 45 contains 5873 members 
Mstep: Class 46 contains 3881 members 
Mstep: Class 47 contains 34996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87449184.000000 Penalty: 30716.982422
Iteration 255Q: 48 clusters Score -8.744918e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 86684 members 
Mstep: Class 3 contains 17469 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 37127 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 120412 members 
Mstep: Class 8 contains 76979 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 40311 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 56326 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 1634 members 
Mstep: Class 18 contains 2227 members 
Mstep: Class 19 contains 72293 members 
Mstep: Class 20 contains 60276 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 117891 members 
Mstep: Class 23 contains 72193 members 
Mstep: Class 24 contains 9514 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 161668 members 
Mstep: Class 28 contains 4935 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 49704 members 
Mstep: Class 31 contains 40805 members 
Mstep: Class 32 contains 42221 members 
Mstep: Class 33 contains 96190 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 140859 members 
Mstep: Class 37 contains 18285 members 
Mstep: Class 38 contains 37021 members 
Mstep: Class 39 contains 65978 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 14976 members 
Mstep: Class 42 contains 5393 members 
Mstep: Class 43 contains 88516 members 
Mstep: Class 44 contains 97508 members 
Mstep: Class 45 contains 5877 members 
Mstep: Class 46 contains 3935 members 
Mstep: Class 47 contains 34895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87449792.000000 Penalty: 30716.982422
Iteration 256Q: 48 clusters Score -8.744979e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 86642 members 
Mstep: Class 3 contains 17267 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 37125 members 
Mstep: Class 6 contains 2045 members 
Mstep: Class 7 contains 120963 members 
Mstep: Class 8 contains 76972 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 40460 members 
Mstep: Class 11 contains 9349 members 
Mstep: Class 12 contains 56493 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 1634 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 72242 members 
Mstep: Class 20 contains 60266 members 
Mstep: Class 21 contains 1631 members 
Mstep: Class 22 contains 117945 members 
Mstep: Class 23 contains 72170 members 
Mstep: Class 24 contains 9503 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 13934 members 
Mstep: Class 27 contains 161688 members 
Mstep: Class 28 contains 4938 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 49592 members 
Mstep: Class 31 contains 40775 members 
Mstep: Class 32 contains 42774 members 
Mstep: Class 33 contains 96010 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 140859 members 
Mstep: Class 37 contains 18267 members 
Mstep: Class 38 contains 37085 members 
Mstep: Class 39 contains 66044 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15048 members 
Mstep: Class 42 contains 5367 members 
Mstep: Class 43 contains 87992 members 
Mstep: Class 44 contains 97192 members 
Mstep: Class 45 contains 5872 members 
Mstep: Class 46 contains 3992 members 
Mstep: Class 47 contains 34733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87449792.000000 Penalty: 30716.982422
Iteration 257Q: 48 clusters Score -8.744979e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 86601 members 
Mstep: Class 3 contains 17087 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 37123 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 121530 members 
Mstep: Class 8 contains 76976 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 40610 members 
Mstep: Class 11 contains 9387 members 
Mstep: Class 12 contains 56678 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1774 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 1630 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 72152 members 
Mstep: Class 20 contains 60273 members 
Mstep: Class 21 contains 1633 members 
Mstep: Class 22 contains 117973 members 
Mstep: Class 23 contains 72162 members 
Mstep: Class 24 contains 9486 members 
Mstep: Class 25 contains 2799 members 
Mstep: Class 26 contains 13945 members 
Mstep: Class 27 contains 161698 members 
Mstep: Class 28 contains 4939 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 49468 members 
Mstep: Class 31 contains 40747 members 
Mstep: Class 32 contains 43345 members 
Mstep: Class 33 contains 95813 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 140862 members 
Mstep: Class 37 contains 18254 members 
Mstep: Class 38 contains 37159 members 
Mstep: Class 39 contains 66134 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15142 members 
Mstep: Class 42 contains 5336 members 
Mstep: Class 43 contains 87511 members 
Mstep: Class 44 contains 96844 members 
Mstep: Class 45 contains 5877 members 
Mstep: Class 46 contains 4041 members 
Mstep: Class 47 contains 34454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87449864.000000 Penalty: 30716.982422
Iteration 258Q: 48 clusters Score -8.744986e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 86565 members 
Mstep: Class 3 contains 16914 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 37128 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 121917 members 
Mstep: Class 8 contains 76970 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 40752 members 
Mstep: Class 11 contains 9436 members 
Mstep: Class 12 contains 56856 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 2141 members 
Mstep: Class 19 contains 72050 members 
Mstep: Class 20 contains 60280 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 118029 members 
Mstep: Class 23 contains 72171 members 
Mstep: Class 24 contains 9467 members 
Mstep: Class 25 contains 2797 members 
Mstep: Class 26 contains 13956 members 
Mstep: Class 27 contains 161683 members 
Mstep: Class 28 contains 4946 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 49360 members 
Mstep: Class 31 contains 40729 members 
Mstep: Class 32 contains 43917 members 
Mstep: Class 33 contains 95625 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 140876 members 
Mstep: Class 37 contains 18253 members 
Mstep: Class 38 contains 37231 members 
Mstep: Class 39 contains 66181 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15222 members 
Mstep: Class 42 contains 5317 members 
Mstep: Class 43 contains 87088 members 
Mstep: Class 44 contains 96620 members 
Mstep: Class 45 contains 5881 members 
Mstep: Class 46 contains 4086 members 
Mstep: Class 47 contains 34148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87450416.000000 Penalty: 30716.982422
Iteration 259Q: 48 clusters Score -8.745042e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 86552 members 
Mstep: Class 3 contains 16738 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 37125 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 122344 members 
Mstep: Class 8 contains 76944 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 40901 members 
Mstep: Class 11 contains 9469 members 
Mstep: Class 12 contains 57022 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 1771 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 71972 members 
Mstep: Class 20 contains 60311 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 118089 members 
Mstep: Class 23 contains 72169 members 
Mstep: Class 24 contains 9454 members 
Mstep: Class 25 contains 2795 members 
Mstep: Class 26 contains 13978 members 
Mstep: Class 27 contains 161667 members 
Mstep: Class 28 contains 4957 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 49255 members 
Mstep: Class 31 contains 40706 members 
Mstep: Class 32 contains 44542 members 
Mstep: Class 33 contains 95466 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2358 members 
Mstep: Class 36 contains 140878 members 
Mstep: Class 37 contains 18246 members 
Mstep: Class 38 contains 37290 members 
Mstep: Class 39 contains 66221 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15287 members 
Mstep: Class 42 contains 5303 members 
Mstep: Class 43 contains 86539 members 
Mstep: Class 44 contains 96329 members 
Mstep: Class 45 contains 5884 members 
Mstep: Class 46 contains 4121 members 
Mstep: Class 47 contains 33941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87450552.000000 Penalty: 30716.982422
Iteration 260F: 48 clusters Score -8.745055e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 86538 members 
Mstep: Class 3 contains 16577 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 37126 members 
Mstep: Class 6 contains 2024 members 
Mstep: Class 7 contains 122845 members 
Mstep: Class 8 contains 76910 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 41037 members 
Mstep: Class 11 contains 9495 members 
Mstep: Class 12 contains 57181 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 1626 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 71897 members 
Mstep: Class 20 contains 60415 members 
Mstep: Class 21 contains 1646 members 
Mstep: Class 22 contains 118104 members 
Mstep: Class 23 contains 72167 members 
Mstep: Class 24 contains 9437 members 
Mstep: Class 25 contains 2798 members 
Mstep: Class 26 contains 13995 members 
Mstep: Class 27 contains 161667 members 
Mstep: Class 28 contains 4969 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 49168 members 
Mstep: Class 31 contains 40698 members 
Mstep: Class 32 contains 45101 members 
Mstep: Class 33 contains 95315 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2358 members 
Mstep: Class 36 contains 140891 members 
Mstep: Class 37 contains 18238 members 
Mstep: Class 38 contains 37331 members 
Mstep: Class 39 contains 66271 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15358 members 
Mstep: Class 42 contains 5290 members 
Mstep: Class 43 contains 85968 members 
Mstep: Class 44 contains 95986 members 
Mstep: Class 45 contains 5885 members 
Mstep: Class 46 contains 4149 members 
Mstep: Class 47 contains 33756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87450912.000000 Penalty: 30716.982422
Iteration 261Q: 48 clusters Score -8.745091e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 86514 members 
Mstep: Class 3 contains 16411 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 37136 members 
Mstep: Class 6 contains 2022 members 
Mstep: Class 7 contains 123184 members 
Mstep: Class 8 contains 76879 members 
Mstep: Class 9 contains 2545 members 
Mstep: Class 10 contains 41204 members 
Mstep: Class 11 contains 9527 members 
Mstep: Class 12 contains 57325 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 2063 members 
Mstep: Class 19 contains 71826 members 
Mstep: Class 20 contains 60492 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 118113 members 
Mstep: Class 23 contains 72165 members 
Mstep: Class 24 contains 9424 members 
Mstep: Class 25 contains 2800 members 
Mstep: Class 26 contains 14010 members 
Mstep: Class 27 contains 161666 members 
Mstep: Class 28 contains 4986 members 
Mstep: Class 29 contains 654 members 
Mstep: Class 30 contains 49087 members 
Mstep: Class 31 contains 40689 members 
Mstep: Class 32 contains 45830 members 
Mstep: Class 33 contains 95174 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2358 members 
Mstep: Class 36 contains 140917 members 
Mstep: Class 37 contains 18238 members 
Mstep: Class 38 contains 37381 members 
Mstep: Class 39 contains 66290 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15420 members 
Mstep: Class 42 contains 5276 members 
Mstep: Class 43 contains 85201 members 
Mstep: Class 44 contains 95799 members 
Mstep: Class 45 contains 5883 members 
Mstep: Class 46 contains 4173 members 
Mstep: Class 47 contains 33601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451024.000000 Penalty: 30716.982422
Iteration 262Q: 48 clusters Score -8.745102e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 86506 members 
Mstep: Class 3 contains 16347 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 37162 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 123429 members 
Mstep: Class 8 contains 76836 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 41420 members 
Mstep: Class 11 contains 9581 members 
Mstep: Class 12 contains 57446 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 71761 members 
Mstep: Class 20 contains 60600 members 
Mstep: Class 21 contains 1654 members 
Mstep: Class 22 contains 118107 members 
Mstep: Class 23 contains 72153 members 
Mstep: Class 24 contains 9408 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 14032 members 
Mstep: Class 27 contains 161684 members 
Mstep: Class 28 contains 4997 members 
Mstep: Class 29 contains 653 members 
Mstep: Class 30 contains 49017 members 
Mstep: Class 31 contains 40671 members 
Mstep: Class 32 contains 46553 members 
Mstep: Class 33 contains 95056 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 140905 members 
Mstep: Class 37 contains 18234 members 
Mstep: Class 38 contains 37422 members 
Mstep: Class 39 contains 66314 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15474 members 
Mstep: Class 42 contains 5268 members 
Mstep: Class 43 contains 84508 members 
Mstep: Class 44 contains 95547 members 
Mstep: Class 45 contains 5881 members 
Mstep: Class 46 contains 4200 members 
Mstep: Class 47 contains 33349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451272.000000 Penalty: 30716.982422
Iteration 263Q: 48 clusters Score -8.745127e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 86485 members 
Mstep: Class 3 contains 16269 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 37180 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 123768 members 
Mstep: Class 8 contains 76773 members 
Mstep: Class 9 contains 2546 members 
Mstep: Class 10 contains 41629 members 
Mstep: Class 11 contains 9609 members 
Mstep: Class 12 contains 57571 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 1766 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 2018 members 
Mstep: Class 19 contains 71653 members 
Mstep: Class 20 contains 60703 members 
Mstep: Class 21 contains 1659 members 
Mstep: Class 22 contains 118083 members 
Mstep: Class 23 contains 72144 members 
Mstep: Class 24 contains 9392 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 14057 members 
Mstep: Class 27 contains 161682 members 
Mstep: Class 28 contains 5012 members 
Mstep: Class 29 contains 653 members 
Mstep: Class 30 contains 48938 members 
Mstep: Class 31 contains 40661 members 
Mstep: Class 32 contains 47321 members 
Mstep: Class 33 contains 94970 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 140900 members 
Mstep: Class 37 contains 18231 members 
Mstep: Class 38 contains 37468 members 
Mstep: Class 39 contains 66338 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15526 members 
Mstep: Class 42 contains 5265 members 
Mstep: Class 43 contains 83854 members 
Mstep: Class 44 contains 95264 members 
Mstep: Class 45 contains 5880 members 
Mstep: Class 46 contains 4222 members 
Mstep: Class 47 contains 33038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451184.000000 Penalty: 30716.982422
Iteration 264Q: 48 clusters Score -8.745118e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 86453 members 
Mstep: Class 3 contains 16011 members 
Mstep: Class 4 contains 1105 members 
Mstep: Class 5 contains 37191 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 124099 members 
Mstep: Class 8 contains 76703 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 41811 members 
Mstep: Class 11 contains 9627 members 
Mstep: Class 12 contains 57697 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 1768 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 71571 members 
Mstep: Class 20 contains 60801 members 
Mstep: Class 21 contains 1663 members 
Mstep: Class 22 contains 118047 members 
Mstep: Class 23 contains 72135 members 
Mstep: Class 24 contains 9378 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 14079 members 
Mstep: Class 27 contains 161680 members 
Mstep: Class 28 contains 5020 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 48896 members 
Mstep: Class 31 contains 40637 members 
Mstep: Class 32 contains 48039 members 
Mstep: Class 33 contains 94894 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 140903 members 
Mstep: Class 37 contains 18226 members 
Mstep: Class 38 contains 37528 members 
Mstep: Class 39 contains 66426 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15564 members 
Mstep: Class 42 contains 5266 members 
Mstep: Class 43 contains 83305 members 
Mstep: Class 44 contains 95122 members 
Mstep: Class 45 contains 5882 members 
Mstep: Class 46 contains 4249 members 
Mstep: Class 47 contains 32660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87450968.000000 Penalty: 30716.982422
Iteration 265Q: 48 clusters Score -8.745097e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 86425 members 
Mstep: Class 3 contains 15827 members 
Mstep: Class 4 contains 1089 members 
Mstep: Class 5 contains 37202 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 124380 members 
Mstep: Class 8 contains 76634 members 
Mstep: Class 9 contains 2551 members 
Mstep: Class 10 contains 41981 members 
Mstep: Class 11 contains 9658 members 
Mstep: Class 12 contains 57806 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 1969 members 
Mstep: Class 19 contains 71497 members 
Mstep: Class 20 contains 60944 members 
Mstep: Class 21 contains 1667 members 
Mstep: Class 22 contains 118032 members 
Mstep: Class 23 contains 72135 members 
Mstep: Class 24 contains 9361 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 14098 members 
Mstep: Class 27 contains 161675 members 
Mstep: Class 28 contains 5024 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 48836 members 
Mstep: Class 31 contains 40617 members 
Mstep: Class 32 contains 48754 members 
Mstep: Class 33 contains 94844 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2359 members 
Mstep: Class 36 contains 140899 members 
Mstep: Class 37 contains 18231 members 
Mstep: Class 38 contains 37569 members 
Mstep: Class 39 contains 66448 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15605 members 
Mstep: Class 42 contains 5260 members 
Mstep: Class 43 contains 82777 members 
Mstep: Class 44 contains 95016 members 
Mstep: Class 45 contains 5877 members 
Mstep: Class 46 contains 4272 members 
Mstep: Class 47 contains 32253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87450680.000000 Penalty: 30716.982422
Iteration 266Q: 48 clusters Score -8.745068e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 86407 members 
Mstep: Class 3 contains 15665 members 
Mstep: Class 4 contains 1071 members 
Mstep: Class 5 contains 37199 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 124711 members 
Mstep: Class 8 contains 76545 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 42134 members 
Mstep: Class 11 contains 9695 members 
Mstep: Class 12 contains 57898 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 1937 members 
Mstep: Class 19 contains 71438 members 
Mstep: Class 20 contains 61091 members 
Mstep: Class 21 contains 1669 members 
Mstep: Class 22 contains 118010 members 
Mstep: Class 23 contains 72142 members 
Mstep: Class 24 contains 9345 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 14121 members 
Mstep: Class 27 contains 161656 members 
Mstep: Class 28 contains 5035 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 48783 members 
Mstep: Class 31 contains 40599 members 
Mstep: Class 32 contains 49525 members 
Mstep: Class 33 contains 94807 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 140904 members 
Mstep: Class 37 contains 18233 members 
Mstep: Class 38 contains 37632 members 
Mstep: Class 39 contains 66418 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15645 members 
Mstep: Class 42 contains 5255 members 
Mstep: Class 43 contains 82192 members 
Mstep: Class 44 contains 94824 members 
Mstep: Class 45 contains 5868 members 
Mstep: Class 46 contains 4303 members 
Mstep: Class 47 contains 31922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87450856.000000 Penalty: 30716.982422
Iteration 267Q: 48 clusters Score -8.745086e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 86395 members 
Mstep: Class 3 contains 15554 members 
Mstep: Class 4 contains 1056 members 
Mstep: Class 5 contains 37185 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 125036 members 
Mstep: Class 8 contains 76458 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 42304 members 
Mstep: Class 11 contains 9728 members 
Mstep: Class 12 contains 57986 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 1902 members 
Mstep: Class 19 contains 71394 members 
Mstep: Class 20 contains 61216 members 
Mstep: Class 21 contains 1673 members 
Mstep: Class 22 contains 117979 members 
Mstep: Class 23 contains 72140 members 
Mstep: Class 24 contains 9329 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 14146 members 
Mstep: Class 27 contains 161612 members 
Mstep: Class 28 contains 5042 members 
Mstep: Class 29 contains 653 members 
Mstep: Class 30 contains 48732 members 
Mstep: Class 31 contains 40584 members 
Mstep: Class 32 contains 50311 members 
Mstep: Class 33 contains 94773 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 140919 members 
Mstep: Class 37 contains 18227 members 
Mstep: Class 38 contains 37691 members 
Mstep: Class 39 contains 66376 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15680 members 
Mstep: Class 42 contains 5251 members 
Mstep: Class 43 contains 81672 members 
Mstep: Class 44 contains 94648 members 
Mstep: Class 45 contains 5866 members 
Mstep: Class 46 contains 4334 members 
Mstep: Class 47 contains 31502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451512.000000 Penalty: 30716.982422
Iteration 268Q: 48 clusters Score -8.745151e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 86384 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 1030 members 
Mstep: Class 5 contains 37176 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 125324 members 
Mstep: Class 8 contains 76376 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 42466 members 
Mstep: Class 11 contains 9778 members 
Mstep: Class 12 contains 58078 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 1766 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 1860 members 
Mstep: Class 19 contains 71309 members 
Mstep: Class 20 contains 61340 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 117957 members 
Mstep: Class 23 contains 72145 members 
Mstep: Class 24 contains 9310 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 14164 members 
Mstep: Class 27 contains 161580 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 653 members 
Mstep: Class 30 contains 48659 members 
Mstep: Class 31 contains 40569 members 
Mstep: Class 32 contains 51185 members 
Mstep: Class 33 contains 94728 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 140958 members 
Mstep: Class 37 contains 18228 members 
Mstep: Class 38 contains 37738 members 
Mstep: Class 39 contains 66372 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15707 members 
Mstep: Class 42 contains 5246 members 
Mstep: Class 43 contains 81115 members 
Mstep: Class 44 contains 94515 members 
Mstep: Class 45 contains 5861 members 
Mstep: Class 46 contains 4361 members 
Mstep: Class 47 contains 31024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451400.000000 Penalty: 30716.982422
Iteration 269Q: 48 clusters Score -8.74514e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 86375 members 
Mstep: Class 3 contains 15443 members 
Mstep: Class 4 contains 1011 members 
Mstep: Class 5 contains 37158 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 125504 members 
Mstep: Class 8 contains 76317 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 42630 members 
Mstep: Class 11 contains 9805 members 
Mstep: Class 12 contains 58175 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 71209 members 
Mstep: Class 20 contains 61476 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 117941 members 
Mstep: Class 23 contains 72150 members 
Mstep: Class 24 contains 9294 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 14183 members 
Mstep: Class 27 contains 161544 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 48609 members 
Mstep: Class 31 contains 40557 members 
Mstep: Class 32 contains 52075 members 
Mstep: Class 33 contains 94657 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2353 members 
Mstep: Class 36 contains 140979 members 
Mstep: Class 37 contains 18232 members 
Mstep: Class 38 contains 37788 members 
Mstep: Class 39 contains 66344 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15738 members 
Mstep: Class 42 contains 5239 members 
Mstep: Class 43 contains 80478 members 
Mstep: Class 44 contains 94415 members 
Mstep: Class 45 contains 5853 members 
Mstep: Class 46 contains 4381 members 
Mstep: Class 47 contains 30630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451288.000000 Penalty: 30716.982422
Iteration 270Q: 48 clusters Score -8.745129e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 86385 members 
Mstep: Class 3 contains 15368 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 5 contains 37133 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 125652 members 
Mstep: Class 8 contains 76255 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 42806 members 
Mstep: Class 11 contains 9828 members 
Mstep: Class 12 contains 58239 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 1760 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 1779 members 
Mstep: Class 19 contains 71133 members 
Mstep: Class 20 contains 61631 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 117903 members 
Mstep: Class 23 contains 72133 members 
Mstep: Class 24 contains 9286 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 14207 members 
Mstep: Class 27 contains 161532 members 
Mstep: Class 28 contains 5055 members 
Mstep: Class 29 contains 654 members 
Mstep: Class 30 contains 48565 members 
Mstep: Class 31 contains 40527 members 
Mstep: Class 32 contains 52885 members 
Mstep: Class 33 contains 94606 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 140981 members 
Mstep: Class 37 contains 18239 members 
Mstep: Class 38 contains 37853 members 
Mstep: Class 39 contains 66369 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15763 members 
Mstep: Class 42 contains 5233 members 
Mstep: Class 43 contains 79834 members 
Mstep: Class 44 contains 94373 members 
Mstep: Class 45 contains 5844 members 
Mstep: Class 46 contains 4400 members 
Mstep: Class 47 contains 30279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451448.000000 Penalty: 30716.982422
Iteration 271Q: 48 clusters Score -8.745145e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 86384 members 
Mstep: Class 3 contains 15324 members 
Mstep: Class 4 contains 988 members 
Mstep: Class 5 contains 37116 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 125759 members 
Mstep: Class 8 contains 76197 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 42989 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 58284 members 
Mstep: Class 13 contains 4690 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 1731 members 
Mstep: Class 19 contains 71041 members 
Mstep: Class 20 contains 61836 members 
Mstep: Class 21 contains 1682 members 
Mstep: Class 22 contains 117844 members 
Mstep: Class 23 contains 72129 members 
Mstep: Class 24 contains 9271 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 14229 members 
Mstep: Class 27 contains 161537 members 
Mstep: Class 28 contains 5058 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 48535 members 
Mstep: Class 31 contains 40503 members 
Mstep: Class 32 contains 53706 members 
Mstep: Class 33 contains 94548 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 140990 members 
Mstep: Class 37 contains 18251 members 
Mstep: Class 38 contains 37902 members 
Mstep: Class 39 contains 66351 members 
Mstep: Class 40 contains 163 members 
Mstep: Class 41 contains 15786 members 
Mstep: Class 42 contains 5230 members 
Mstep: Class 43 contains 79140 members 
Mstep: Class 44 contains 94391 members 
Mstep: Class 45 contains 5840 members 
Mstep: Class 46 contains 4418 members 
Mstep: Class 47 contains 29925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451672.000000 Penalty: 30716.982422
Iteration 272Q: 48 clusters Score -8.745167e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 86368 members 
Mstep: Class 3 contains 15332 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 37097 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 125893 members 
Mstep: Class 8 contains 76126 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 43183 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 58334 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 1699 members 
Mstep: Class 19 contains 70969 members 
Mstep: Class 20 contains 62023 members 
Mstep: Class 21 contains 1685 members 
Mstep: Class 22 contains 117752 members 
Mstep: Class 23 contains 72128 members 
Mstep: Class 24 contains 9251 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 14251 members 
Mstep: Class 27 contains 161533 members 
Mstep: Class 28 contains 5068 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 48503 members 
Mstep: Class 31 contains 40488 members 
Mstep: Class 32 contains 54505 members 
Mstep: Class 33 contains 94491 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2349 members 
Mstep: Class 36 contains 140988 members 
Mstep: Class 37 contains 18265 members 
Mstep: Class 38 contains 37951 members 
Mstep: Class 39 contains 66320 members 
Mstep: Class 40 contains 162 members 
Mstep: Class 41 contains 15815 members 
Mstep: Class 42 contains 5228 members 
Mstep: Class 43 contains 78435 members 
Mstep: Class 44 contains 94415 members 
Mstep: Class 45 contains 5838 members 
Mstep: Class 46 contains 4438 members 
Mstep: Class 47 contains 29575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451824.000000 Penalty: 30716.982422
Iteration 273Q: 48 clusters Score -8.745182e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 86349 members 
Mstep: Class 3 contains 15309 members 
Mstep: Class 4 contains 951 members 
Mstep: Class 5 contains 37069 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 125980 members 
Mstep: Class 8 contains 76094 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 43402 members 
Mstep: Class 11 contains 9914 members 
Mstep: Class 12 contains 58369 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 1758 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 1657 members 
Mstep: Class 19 contains 70899 members 
Mstep: Class 20 contains 62223 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 117651 members 
Mstep: Class 23 contains 72125 members 
Mstep: Class 24 contains 9240 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 14265 members 
Mstep: Class 27 contains 161513 members 
Mstep: Class 28 contains 5073 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 48484 members 
Mstep: Class 31 contains 40479 members 
Mstep: Class 32 contains 55295 members 
Mstep: Class 33 contains 94431 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 140997 members 
Mstep: Class 37 contains 18279 members 
Mstep: Class 38 contains 37986 members 
Mstep: Class 39 contains 66319 members 
Mstep: Class 40 contains 162 members 
Mstep: Class 41 contains 15856 members 
Mstep: Class 42 contains 5223 members 
Mstep: Class 43 contains 77718 members 
Mstep: Class 44 contains 94458 members 
Mstep: Class 45 contains 5833 members 
Mstep: Class 46 contains 4454 members 
Mstep: Class 47 contains 29235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451912.000000 Penalty: 30716.982422
Iteration 274Q: 48 clusters Score -8.745191e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 86349 members 
Mstep: Class 3 contains 15311 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 37038 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 126136 members 
Mstep: Class 8 contains 76044 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 43628 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 58395 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 1759 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 70844 members 
Mstep: Class 20 contains 62427 members 
Mstep: Class 21 contains 1687 members 
Mstep: Class 22 contains 117543 members 
Mstep: Class 23 contains 72126 members 
Mstep: Class 24 contains 9219 members 
Mstep: Class 25 contains 2826 members 
Mstep: Class 26 contains 14282 members 
Mstep: Class 27 contains 161472 members 
Mstep: Class 28 contains 5074 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 48456 members 
Mstep: Class 31 contains 40478 members 
Mstep: Class 32 contains 56133 members 
Mstep: Class 33 contains 94386 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2344 members 
Mstep: Class 36 contains 141020 members 
Mstep: Class 37 contains 18294 members 
Mstep: Class 38 contains 38031 members 
Mstep: Class 39 contains 66292 members 
Mstep: Class 40 contains 162 members 
Mstep: Class 41 contains 15896 members 
Mstep: Class 42 contains 5223 members 
Mstep: Class 43 contains 76853 members 
Mstep: Class 44 contains 94447 members 
Mstep: Class 45 contains 5826 members 
Mstep: Class 46 contains 4472 members 
Mstep: Class 47 contains 28952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87452160.000000 Penalty: 30716.982422
Iteration 275Q: 48 clusters Score -8.745216e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 86352 members 
Mstep: Class 3 contains 15386 members 
Mstep: Class 4 contains 924 members 
Mstep: Class 5 contains 37015 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 126250 members 
Mstep: Class 8 contains 76000 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 43855 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 58440 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 70777 members 
Mstep: Class 20 contains 62631 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 117417 members 
Mstep: Class 23 contains 72116 members 
Mstep: Class 24 contains 9204 members 
Mstep: Class 25 contains 2832 members 
Mstep: Class 26 contains 14295 members 
Mstep: Class 27 contains 161453 members 
Mstep: Class 28 contains 5075 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 48426 members 
Mstep: Class 31 contains 40471 members 
Mstep: Class 32 contains 56973 members 
Mstep: Class 33 contains 94341 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2343 members 
Mstep: Class 36 contains 141057 members 
Mstep: Class 37 contains 18308 members 
Mstep: Class 38 contains 38085 members 
Mstep: Class 39 contains 66193 members 
Mstep: Class 40 contains 162 members 
Mstep: Class 41 contains 15936 members 
Mstep: Class 42 contains 5223 members 
Mstep: Class 43 contains 75987 members 
Mstep: Class 44 contains 94474 members 
Mstep: Class 45 contains 5821 members 
Mstep: Class 46 contains 4493 members 
Mstep: Class 47 contains 28648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87452344.000000 Penalty: 30716.982422
Iteration 276Q: 48 clusters Score -8.745234e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 86340 members 
Mstep: Class 3 contains 15380 members 
Mstep: Class 4 contains 920 members 
Mstep: Class 5 contains 36989 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 126368 members 
Mstep: Class 8 contains 75997 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 44067 members 
Mstep: Class 11 contains 9951 members 
Mstep: Class 12 contains 58474 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 70694 members 
Mstep: Class 20 contains 62811 members 
Mstep: Class 21 contains 1690 members 
Mstep: Class 22 contains 117286 members 
Mstep: Class 23 contains 72093 members 
Mstep: Class 24 contains 9188 members 
Mstep: Class 25 contains 2845 members 
Mstep: Class 26 contains 14310 members 
Mstep: Class 27 contains 161468 members 
Mstep: Class 28 contains 5077 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 48396 members 
Mstep: Class 31 contains 40469 members 
Mstep: Class 32 contains 57882 members 
Mstep: Class 33 contains 94297 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2344 members 
Mstep: Class 36 contains 141075 members 
Mstep: Class 37 contains 18323 members 
Mstep: Class 38 contains 38126 members 
Mstep: Class 39 contains 66174 members 
Mstep: Class 40 contains 162 members 
Mstep: Class 41 contains 15981 members 
Mstep: Class 42 contains 5218 members 
Mstep: Class 43 contains 75178 members 
Mstep: Class 44 contains 94605 members 
Mstep: Class 45 contains 5817 members 
Mstep: Class 46 contains 4511 members 
Mstep: Class 47 contains 28162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87452104.000000 Penalty: 30716.982422
Iteration 277Q: 48 clusters Score -8.74521e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 86325 members 
Mstep: Class 3 contains 15412 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 36944 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 126579 members 
Mstep: Class 8 contains 75996 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 44248 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 58513 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 18 contains 1504 members 
Mstep: Class 19 contains 70638 members 
Mstep: Class 20 contains 62976 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 117196 members 
Mstep: Class 23 contains 72075 members 
Mstep: Class 24 contains 9166 members 
Mstep: Class 25 contains 2847 members 
Mstep: Class 26 contains 14330 members 
Mstep: Class 27 contains 161464 members 
Mstep: Class 28 contains 5079 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 48346 members 
Mstep: Class 31 contains 40467 members 
Mstep: Class 32 contains 58840 members 
Mstep: Class 33 contains 94265 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 141085 members 
Mstep: Class 37 contains 18343 members 
Mstep: Class 38 contains 38177 members 
Mstep: Class 39 contains 66156 members 
Mstep: Class 40 contains 162 members 
Mstep: Class 41 contains 16023 members 
Mstep: Class 42 contains 5219 members 
Mstep: Class 43 contains 74308 members 
Mstep: Class 44 contains 94628 members 
Mstep: Class 45 contains 5811 members 
Mstep: Class 46 contains 4521 members 
Mstep: Class 47 contains 27691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87451912.000000 Penalty: 30716.982422
Iteration 278Q: 48 clusters Score -8.745191e+07 nChanged 4114
Entering ConstructFrom: 
Score: -87451912.000000 Penalty: 30716.982422
Entering ConstructFrom: 
Trying to split cluster 1 (3321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Entering Unmasked Estep 
Score: -179373.609375 Penalty: 368.914948
	Iteration 0F: 2 clusters Score -179373.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -177045.578125 Penalty: 737.829895
	Iteration 0F: 3 clusters Score -177045.6 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -177887.078125 Penalty: 737.829895
	Iteration 1F: 3 clusters Score -177887.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -177989.734375 Penalty: 737.829895
	Iteration 2F: 3 clusters Score -177989.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -178073.906250 Penalty: 737.829895
	Iteration 3F: 3 clusters Score -178073.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -178179.250000 Penalty: 737.829895
	Iteration 4Q: 3 clusters Score -178179.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -178295.828125 Penalty: 737.829895
	Iteration 5F: 3 clusters Score -178295.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -178402.000000 Penalty: 737.829895
	Iteration 6Q: 3 clusters Score -178402 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -178517.234375 Penalty: 737.829895
	Iteration 7Q: 3 clusters Score -178517.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -178636.140625 Penalty: 737.829895
	Iteration 8Q: 3 clusters Score -178636.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -178714.500000 Penalty: 737.829895
	Iteration 9Q: 3 clusters Score -178714.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -178779.296875 Penalty: 737.829895
	Iteration 10Q: 3 clusters Score -178779.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -178817.140625 Penalty: 737.829895
	Iteration 11Q: 3 clusters Score -178817.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -178852.968750 Penalty: 737.829895
	Iteration 12Q: 3 clusters Score -178853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -178888.640625 Penalty: 737.829895
	Iteration 13Q: 3 clusters Score -178888.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -178909.812500 Penalty: 737.829895
	Iteration 14Q: 3 clusters Score -178909.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -178928.046875 Penalty: 737.829895
	Iteration 15Q: 3 clusters Score -178928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -178951.046875 Penalty: 737.829895
	Iteration 16Q: 3 clusters Score -178951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -178974.062500 Penalty: 737.829895
	Iteration 17Q: 3 clusters Score -178974.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -178990.453125 Penalty: 737.829895
	Iteration 18Q: 3 clusters Score -178990.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -179010.796875 Penalty: 737.829895
	Iteration 19Q: 3 clusters Score -179010.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -179029.718750 Penalty: 737.829895
	Iteration 20F: 3 clusters Score -179029.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -179036.671875 Penalty: 737.829895
	Iteration 21Q: 3 clusters Score -179036.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -179045.437500 Penalty: 737.829895
	Iteration 22Q: 3 clusters Score -179045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -179055.546875 Penalty: 737.829895
	Iteration 23Q: 3 clusters Score -179055.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -179059.453125 Penalty: 737.829895
	Iteration 24Q: 3 clusters Score -179059.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -179062.812500 Penalty: 737.829895
	Iteration 25Q: 3 clusters Score -179062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -179065.390625 Penalty: 737.829895
	Iteration 26Q: 3 clusters Score -179065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -179066.937500 Penalty: 737.829895
	Iteration 27Q: 3 clusters Score -179066.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -179067.812500 Penalty: 737.829895
	Iteration 28Q: 3 clusters Score -179067.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -179069.390625 Penalty: 737.829895
	Iteration 29Q: 3 clusters Score -179069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -179071.781250 Penalty: 737.829895
	Iteration 30Q: 3 clusters Score -179071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -179074.531250 Penalty: 737.829895
	Iteration 31Q: 3 clusters Score -179074.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -179076.843750 Penalty: 737.829895
	Iteration 32Q: 3 clusters Score -179076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -179077.109375 Penalty: 737.829895
	Iteration 33Q: 3 clusters Score -179077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -179077.265625 Penalty: 737.829895
	Iteration 34Q: 3 clusters Score -179077.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -179077.265625 Penalty: 737.829895
	Iteration 35F: 3 clusters Score -179077.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Entering Unmasked Estep 
Score: -4556283.500000 Penalty: 517.135193
	Iteration 0F: 2 clusters Score -4556284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -4498460.500000 Penalty: 1034.270386
	Iteration 0F: 3 clusters Score -4498460 nChanged 41943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -4523591.500000 Penalty: 1034.270386
	Iteration 1F: 3 clusters Score -4523592 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -4524900.000000 Penalty: 1034.270386
	Iteration 2Q: 3 clusters Score -4524900 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -4526900.000000 Penalty: 1034.270386
	Iteration 3Q: 3 clusters Score -4526900 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -4529951.500000 Penalty: 1034.270386
	Iteration 4F: 3 clusters Score -4529952 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -4534327.000000 Penalty: 1034.270386
	Iteration 5F: 3 clusters Score -4534327 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -4539279.000000 Penalty: 1034.270386
	Iteration 6F: 3 clusters Score -4539279 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -4543054.500000 Penalty: 1034.270386
	Iteration 7F: 3 clusters Score -4543054 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -4544819.500000 Penalty: 1034.270386
	Iteration 8Q: 3 clusters Score -4544820 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -4545720.500000 Penalty: 1034.270386
	Iteration 9Q: 3 clusters Score -4545720 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 67623 members 
Entering Unmasked Estep 
Score: -4546376.500000 Penalty: 1034.270386
	Iteration 10Q: 3 clusters Score -4546376 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 69152 members 
Entering Unmasked Estep 
Score: -4547039.500000 Penalty: 1034.270386
	Iteration 11Q: 3 clusters Score -4547040 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 70780 members 
Entering Unmasked Estep 
Score: -4547777.000000 Penalty: 1034.270386
	Iteration 12Q: 3 clusters Score -4547777 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -4548566.500000 Penalty: 1034.270386
	Iteration 13Q: 3 clusters Score -4548566 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -4549356.500000 Penalty: 1034.270386
	Iteration 14Q: 3 clusters Score -4549356 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -4550134.000000 Penalty: 1034.270386
	Iteration 15Q: 3 clusters Score -4550134 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -4551010.000000 Penalty: 1034.270386
	Iteration 16Q: 3 clusters Score -4551010 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -4551839.500000 Penalty: 1034.270386
	Iteration 17Q: 3 clusters Score -4551840 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -4552568.500000 Penalty: 1034.270386
	Iteration 18Q: 3 clusters Score -4552568 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 81792 members 
Entering Unmasked Estep 
Score: -4553318.000000 Penalty: 1034.270386
	Iteration 19Q: 3 clusters Score -4553318 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -4554053.500000 Penalty: 1034.270386
	Iteration 20F: 3 clusters Score -4554054 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -4554601.000000 Penalty: 1034.270386
	Iteration 21Q: 3 clusters Score -4554601 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -4555014.500000 Penalty: 1034.270386
	Iteration 22Q: 3 clusters Score -4555014 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -4555328.500000 Penalty: 1034.270386
	Iteration 23Q: 3 clusters Score -4555328 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 85436 members 
Entering Unmasked Estep 
Score: -4555533.000000 Penalty: 1034.270386
	Iteration 24Q: 3 clusters Score -4555533 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 85678 members 
Entering Unmasked Estep 
Score: -4555705.000000 Penalty: 1034.270386
	Iteration 25Q: 3 clusters Score -4555705 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -4555784.500000 Penalty: 1034.270386
	Iteration 26Q: 3 clusters Score -4555784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -4555847.500000 Penalty: 1034.270386
	Iteration 27Q: 3 clusters Score -4555848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -4555894.500000 Penalty: 1034.270386
	Iteration 28Q: 3 clusters Score -4555894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 86034 members 
Entering Unmasked Estep 
Score: -4555913.000000 Penalty: 1034.270386
	Iteration 29Q: 3 clusters Score -4555913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -4555938.500000 Penalty: 1034.270386
	Iteration 30Q: 3 clusters Score -4555938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -4555941.000000 Penalty: 1034.270386
	Iteration 31Q: 3 clusters Score -4555941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -4555948.500000 Penalty: 1034.270386
	Iteration 32Q: 3 clusters Score -4555948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -4555956.000000 Penalty: 1034.270386
	Iteration 33Q: 3 clusters Score -4555956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -4555970.000000 Penalty: 1034.270386
	Iteration 34Q: 3 clusters Score -4555970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -4555974.500000 Penalty: 1034.270386
	Iteration 35Q: 3 clusters Score -4555974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 86139 members 
Entering Unmasked Estep 
Score: -4555975.000000 Penalty: 1034.270386
	Iteration 36Q: 3 clusters Score -4555975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -4555977.500000 Penalty: 1034.270386
	Iteration 37Q: 3 clusters Score -4555978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -4555977.000000 Penalty: 1034.270386
	Iteration 38Q: 3 clusters Score -4555977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -4555980.000000 Penalty: 1034.270386
	Iteration 39Q: 3 clusters Score -4555980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -4555979.000000 Penalty: 1034.270386
	Iteration 40F: 3 clusters Score -4555979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -4555975.500000 Penalty: 1034.270386
	Iteration 41Q: 3 clusters Score -4555976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -4555977.000000 Penalty: 1034.270386
	Iteration 42Q: 3 clusters Score -4555977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -4555977.000000 Penalty: 1034.270386
	Iteration 43F: 3 clusters Score -4555977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Entering Unmasked Estep 
Score: -871333.687500 Penalty: 438.378510
	Iteration 0F: 2 clusters Score -871333.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -861261.500000 Penalty: 876.757019
	Iteration 0F: 3 clusters Score -861261.5 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -865531.750000 Penalty: 876.757019
	Iteration 1F: 3 clusters Score -865531.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -865932.062500 Penalty: 876.757019
	Iteration 2F: 3 clusters Score -865932.1 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -866536.625000 Penalty: 876.757019
	Iteration 3F: 3 clusters Score -866536.6 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -867393.000000 Penalty: 876.757019
	Iteration 4F: 3 clusters Score -867393 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -868555.500000 Penalty: 876.757019
	Iteration 5F: 3 clusters Score -868555.5 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -869485.187500 Penalty: 876.757019
	Iteration 6F: 3 clusters Score -869485.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -869927.750000 Penalty: 876.757019
	Iteration 7Q: 3 clusters Score -869927.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -870171.750000 Penalty: 876.757019
	Iteration 8Q: 3 clusters Score -870171.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -870339.625000 Penalty: 876.757019
	Iteration 9Q: 3 clusters Score -870339.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -870419.000000 Penalty: 876.757019
	Iteration 10Q: 3 clusters Score -870419 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -870515.000000 Penalty: 876.757019
	Iteration 11Q: 3 clusters Score -870515 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -870556.500000 Penalty: 876.757019
	Iteration 12Q: 3 clusters Score -870556.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -870552.875000 Penalty: 876.757019
	Iteration 13Q: 3 clusters Score -870552.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -870621.625000 Penalty: 876.757019
	Iteration 14Q: 3 clusters Score -870621.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -870646.625000 Penalty: 876.757019
	Iteration 15Q: 3 clusters Score -870646.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -870653.375000 Penalty: 876.757019
	Iteration 16Q: 3 clusters Score -870653.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -870655.000000 Penalty: 876.757019
	Iteration 17Q: 3 clusters Score -870655 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -870656.062500 Penalty: 876.757019
	Iteration 18Q: 3 clusters Score -870656.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -870655.500000 Penalty: 876.757019
	Iteration 19Q: 3 clusters Score -870655.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -870666.937500 Penalty: 876.757019
	Iteration 20F: 3 clusters Score -870666.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -870668.687500 Penalty: 876.757019
	Iteration 21Q: 3 clusters Score -870668.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -870663.812500 Penalty: 876.757019
	Iteration 22Q: 3 clusters Score -870663.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -870643.812500 Penalty: 876.757019
	Iteration 23Q: 3 clusters Score -870643.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -870645.125000 Penalty: 876.757019
	Iteration 24Q: 3 clusters Score -870645.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -870649.875000 Penalty: 876.757019
	Iteration 25Q: 3 clusters Score -870649.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -870652.062500 Penalty: 876.757019
	Iteration 26Q: 3 clusters Score -870652.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -870673.062500 Penalty: 876.757019
	Iteration 27Q: 3 clusters Score -870673.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -870672.937500 Penalty: 876.757019
	Iteration 28Q: 3 clusters Score -870672.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -870676.500000 Penalty: 876.757019
	Iteration 29Q: 3 clusters Score -870676.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -870673.250000 Penalty: 876.757019
	Iteration 30Q: 3 clusters Score -870673.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -870674.875000 Penalty: 876.757019
	Iteration 31Q: 3 clusters Score -870674.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -870681.250000 Penalty: 876.757019
	Iteration 32Q: 3 clusters Score -870681.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -870659.250000 Penalty: 876.757019
	Iteration 33Q: 3 clusters Score -870659.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -870681.625000 Penalty: 876.757019
	Iteration 34Q: 3 clusters Score -870681.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -870677.125000 Penalty: 876.757019
	Iteration 35Q: 3 clusters Score -870677.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -870683.687500 Penalty: 876.757019
	Iteration 36Q: 3 clusters Score -870683.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -870694.500000 Penalty: 876.757019
	Iteration 37Q: 3 clusters Score -870694.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -870698.437500 Penalty: 876.757019
	Iteration 38Q: 3 clusters Score -870698.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -870707.437500 Penalty: 876.757019
	Iteration 39Q: 3 clusters Score -870707.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -870704.125000 Penalty: 876.757019
	Iteration 40F: 3 clusters Score -870704.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -870708.437500 Penalty: 876.757019
	Iteration 41Q: 3 clusters Score -870708.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -870702.437500 Penalty: 876.757019
	Iteration 42Q: 3 clusters Score -870702.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -870706.187500 Penalty: 876.757019
	Iteration 43Q: 3 clusters Score -870706.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -870709.187500 Penalty: 876.757019
	Iteration 44Q: 3 clusters Score -870709.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -870704.875000 Penalty: 876.757019
	Iteration 45Q: 3 clusters Score -870704.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -870706.062500 Penalty: 876.757019
	Iteration 46Q: 3 clusters Score -870706.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -870705.437500 Penalty: 876.757019
	Iteration 47Q: 3 clusters Score -870705.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -870708.937500 Penalty: 876.757019
	Iteration 48Q: 3 clusters Score -870708.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -870709.312500 Penalty: 876.757019
	Iteration 49Q: 3 clusters Score -870709.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -870708.750000 Penalty: 876.757019
	Iteration 50Q: 3 clusters Score -870708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -870660.625000 Penalty: 876.757019
	Iteration 51Q: 3 clusters Score -870660.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -870707.062500 Penalty: 876.757019
	Iteration 52Q: 3 clusters Score -870707.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -870707.500000 Penalty: 876.757019
	Iteration 53Q: 3 clusters Score -870707.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -870708.875000 Penalty: 876.757019
	Iteration 54Q: 3 clusters Score -870708.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -870706.187500 Penalty: 876.757019
	Iteration 55Q: 3 clusters Score -870706.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -870692.437500 Penalty: 876.757019
	Iteration 56Q: 3 clusters Score -870692.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -870713.187500 Penalty: 876.757019
	Iteration 57Q: 3 clusters Score -870713.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -870690.687500 Penalty: 876.757019
	Iteration 58Q: 3 clusters Score -870690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -870701.625000 Penalty: 876.757019
	Iteration 59Q: 3 clusters Score -870701.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -870711.687500 Penalty: 876.757019
	Iteration 60F: 3 clusters Score -870711.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -870676.187500 Penalty: 876.757019
	Iteration 61Q: 3 clusters Score -870676.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -870710.812500 Penalty: 876.757019
	Iteration 62Q: 3 clusters Score -870710.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -870715.187500 Penalty: 876.757019
	Iteration 63Q: 3 clusters Score -870715.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -870711.250000 Penalty: 876.757019
	Iteration 64Q: 3 clusters Score -870711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -870716.250000 Penalty: 876.757019
	Iteration 65Q: 3 clusters Score -870716.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -870711.812500 Penalty: 876.757019
	Iteration 66Q: 3 clusters Score -870711.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -870698.125000 Penalty: 876.757019
	Iteration 67Q: 3 clusters Score -870698.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -870714.937500 Penalty: 876.757019
	Iteration 68Q: 3 clusters Score -870714.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -870718.437500 Penalty: 876.757019
	Iteration 69Q: 3 clusters Score -870718.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -870707.375000 Penalty: 876.757019
	Iteration 70Q: 3 clusters Score -870707.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -870718.000000 Penalty: 876.757019
	Iteration 71Q: 3 clusters Score -870718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -870708.187500 Penalty: 876.757019
	Iteration 72Q: 3 clusters Score -870708.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -870718.000000 Penalty: 876.757019
	Iteration 73Q: 3 clusters Score -870718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -870704.562500 Penalty: 876.757019
	Iteration 74Q: 3 clusters Score -870704.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -870713.250000 Penalty: 876.757019
	Iteration 75Q: 3 clusters Score -870713.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -870720.250000 Penalty: 876.757019
	Iteration 76Q: 3 clusters Score -870720.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -870723.062500 Penalty: 876.757019
	Iteration 77Q: 3 clusters Score -870723.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -870720.250000 Penalty: 876.757019
	Iteration 78Q: 3 clusters Score -870720.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -870723.875000 Penalty: 876.757019
	Iteration 79Q: 3 clusters Score -870723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -870714.812500 Penalty: 876.757019
	Iteration 80F: 3 clusters Score -870714.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -870715.250000 Penalty: 876.757019
	Iteration 81Q: 3 clusters Score -870715.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -870725.375000 Penalty: 876.757019
	Iteration 82Q: 3 clusters Score -870725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -870724.750000 Penalty: 876.757019
	Iteration 83Q: 3 clusters Score -870724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -870719.812500 Penalty: 876.757019
	Iteration 84Q: 3 clusters Score -870719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -870729.062500 Penalty: 876.757019
	Iteration 85Q: 3 clusters Score -870729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -870729.062500 Penalty: 876.757019
	Iteration 86F: 3 clusters Score -870729.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -54006.066406 Penalty: 309.508972
	Iteration 0F: 2 clusters Score -54006.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -53245.824219 Penalty: 619.017944
	Iteration 0F: 3 clusters Score -53245.82 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -53461.718750 Penalty: 619.017944
	Iteration 1F: 3 clusters Score -53461.72 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -53497.992188 Penalty: 619.017944
	Iteration 2F: 3 clusters Score -53497.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -53522.597656 Penalty: 619.017944
	Iteration 3Q: 3 clusters Score -53522.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -53539.007812 Penalty: 619.017944
	Iteration 4Q: 3 clusters Score -53539.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -53557.386719 Penalty: 619.017944
	Iteration 5Q: 3 clusters Score -53557.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -53571.742188 Penalty: 619.017944
	Iteration 6Q: 3 clusters Score -53571.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -53585.511719 Penalty: 619.017944
	Iteration 7Q: 3 clusters Score -53585.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -53608.171875 Penalty: 619.017944
	Iteration 8Q: 3 clusters Score -53608.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -53622.289062 Penalty: 619.017944
	Iteration 9Q: 3 clusters Score -53622.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -53632.480469 Penalty: 619.017944
	Iteration 10Q: 3 clusters Score -53632.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -53646.269531 Penalty: 619.017944
	Iteration 11Q: 3 clusters Score -53646.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -53661.554688 Penalty: 619.017944
	Iteration 12Q: 3 clusters Score -53661.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -53675.953125 Penalty: 619.017944
	Iteration 13Q: 3 clusters Score -53675.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -53685.753906 Penalty: 619.017944
	Iteration 14Q: 3 clusters Score -53685.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -53690.078125 Penalty: 619.017944
	Iteration 15Q: 3 clusters Score -53690.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -53691.785156 Penalty: 619.017944
	Iteration 16Q: 3 clusters Score -53691.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -53695.691406 Penalty: 619.017944
	Iteration 17Q: 3 clusters Score -53695.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -53699.128906 Penalty: 619.017944
	Iteration 18Q: 3 clusters Score -53699.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -53699.664062 Penalty: 619.017944
	Iteration 19Q: 3 clusters Score -53699.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -53699.664062 Penalty: 619.017944
	Iteration 20F: 3 clusters Score -53699.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Entering Unmasked Estep 
Score: -2013263.125000 Penalty: 478.457977
	Iteration 0F: 2 clusters Score -2013263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1988615.750000 Penalty: 956.915955
	Iteration 0F: 3 clusters Score -1988616 nChanged 17686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1998906.750000 Penalty: 956.915955
	Iteration 1F: 3 clusters Score -1998907 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1999324.125000 Penalty: 956.915955
	Iteration 2Q: 3 clusters Score -1999324 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1999969.500000 Penalty: 956.915955
	Iteration 3Q: 3 clusters Score -1999970 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2001139.750000 Penalty: 956.915955
	Iteration 4F: 3 clusters Score -2001140 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2003067.250000 Penalty: 956.915955
	Iteration 5F: 3 clusters Score -2003067 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2005577.000000 Penalty: 956.915955
	Iteration 6F: 3 clusters Score -2005577 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2007916.250000 Penalty: 956.915955
	Iteration 7F: 3 clusters Score -2007916 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2009427.250000 Penalty: 956.915955
	Iteration 8Q: 3 clusters Score -2009427 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2010287.375000 Penalty: 956.915955
	Iteration 9Q: 3 clusters Score -2010287 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2010845.000000 Penalty: 956.915955
	Iteration 10Q: 3 clusters Score -2010845 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2011229.250000 Penalty: 956.915955
	Iteration 11Q: 3 clusters Score -2011229 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2011551.500000 Penalty: 956.915955
	Iteration 12Q: 3 clusters Score -2011552 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2011810.125000 Penalty: 956.915955
	Iteration 13Q: 3 clusters Score -2011810 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2012038.375000 Penalty: 956.915955
	Iteration 14Q: 3 clusters Score -2012038 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2012208.625000 Penalty: 956.915955
	Iteration 15Q: 3 clusters Score -2012209 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2012331.000000 Penalty: 956.915955
	Iteration 16Q: 3 clusters Score -2012331 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2012441.625000 Penalty: 956.915955
	Iteration 17Q: 3 clusters Score -2012442 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2012537.625000 Penalty: 956.915955
	Iteration 18Q: 3 clusters Score -2012538 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2012611.000000 Penalty: 956.915955
	Iteration 19Q: 3 clusters Score -2012611 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2012688.125000 Penalty: 956.915955
	Iteration 20F: 3 clusters Score -2012688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2012732.250000 Penalty: 956.915955
	Iteration 21Q: 3 clusters Score -2012732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2012768.625000 Penalty: 956.915955
	Iteration 22Q: 3 clusters Score -2012769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2012788.500000 Penalty: 956.915955
	Iteration 23Q: 3 clusters Score -2012788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2012794.125000 Penalty: 956.915955
	Iteration 24Q: 3 clusters Score -2012794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2012810.500000 Penalty: 956.915955
	Iteration 25Q: 3 clusters Score -2012810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2012821.000000 Penalty: 956.915955
	Iteration 26Q: 3 clusters Score -2012821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2012826.625000 Penalty: 956.915955
	Iteration 27Q: 3 clusters Score -2012827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2012830.875000 Penalty: 956.915955
	Iteration 28Q: 3 clusters Score -2012831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -2012833.500000 Penalty: 956.915955
	Iteration 29Q: 3 clusters Score -2012834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -2012835.375000 Penalty: 956.915955
	Iteration 30Q: 3 clusters Score -2012835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -2012837.500000 Penalty: 956.915955
	Iteration 31Q: 3 clusters Score -2012838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -2012837.125000 Penalty: 956.915955
	Iteration 32Q: 3 clusters Score -2012837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2012836.750000 Penalty: 956.915955
	Iteration 33Q: 3 clusters Score -2012837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2012839.500000 Penalty: 956.915955
	Iteration 34Q: 3 clusters Score -2012840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -2012838.375000 Penalty: 956.915955
	Iteration 35Q: 3 clusters Score -2012838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2012838.500000 Penalty: 956.915955
	Iteration 36Q: 3 clusters Score -2012838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -2012838.875000 Penalty: 956.915955
	Iteration 37Q: 3 clusters Score -2012839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -2012838.625000 Penalty: 956.915955
	Iteration 38Q: 3 clusters Score -2012839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -2012841.125000 Penalty: 956.915955
	Iteration 39Q: 3 clusters Score -2012841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2012841.750000 Penalty: 956.915955
	Iteration 40F: 3 clusters Score -2012842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -109018.937500 Penalty: 346.022705
	Iteration 0F: 2 clusters Score -109018.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -107585.914062 Penalty: 692.045410
	Iteration 0F: 3 clusters Score -107585.9 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -108021.890625 Penalty: 692.045410
	Iteration 1F: 3 clusters Score -108021.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -108069.914062 Penalty: 692.045410
	Iteration 2F: 3 clusters Score -108069.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -108109.281250 Penalty: 692.045410
	Iteration 3Q: 3 clusters Score -108109.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -108146.023438 Penalty: 692.045410
	Iteration 4Q: 3 clusters Score -108146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -108183.914062 Penalty: 692.045410
	Iteration 5Q: 3 clusters Score -108183.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -108248.000000 Penalty: 692.045410
	Iteration 6Q: 3 clusters Score -108248 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -108333.164062 Penalty: 692.045410
	Iteration 7F: 3 clusters Score -108333.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -108410.937500 Penalty: 692.045410
	Iteration 8F: 3 clusters Score -108410.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -108484.515625 Penalty: 692.045410
	Iteration 9Q: 3 clusters Score -108484.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -108550.039062 Penalty: 692.045410
	Iteration 10Q: 3 clusters Score -108550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -108583.632812 Penalty: 692.045410
	Iteration 11Q: 3 clusters Score -108583.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -108600.453125 Penalty: 692.045410
	Iteration 12Q: 3 clusters Score -108600.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -108615.757812 Penalty: 692.045410
	Iteration 13Q: 3 clusters Score -108615.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -108628.070312 Penalty: 692.045410
	Iteration 14Q: 3 clusters Score -108628.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -108635.820312 Penalty: 692.045410
	Iteration 15Q: 3 clusters Score -108635.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -108641.609375 Penalty: 692.045410
	Iteration 16Q: 3 clusters Score -108641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -108645.468750 Penalty: 692.045410
	Iteration 17Q: 3 clusters Score -108645.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -108649.968750 Penalty: 692.045410
	Iteration 18Q: 3 clusters Score -108650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -108652.796875 Penalty: 692.045410
	Iteration 19Q: 3 clusters Score -108652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -108654.484375 Penalty: 692.045410
	Iteration 20F: 3 clusters Score -108654.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -108656.695312 Penalty: 692.045410
	Iteration 21Q: 3 clusters Score -108656.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -108658.765625 Penalty: 692.045410
	Iteration 22Q: 3 clusters Score -108658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -108660.687500 Penalty: 692.045410
	Iteration 23Q: 3 clusters Score -108660.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -108661.773438 Penalty: 692.045410
	Iteration 24Q: 3 clusters Score -108661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -108662.828125 Penalty: 692.045410
	Iteration 25Q: 3 clusters Score -108662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -108663.375000 Penalty: 692.045410
	Iteration 26Q: 3 clusters Score -108663.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -108663.375000 Penalty: 692.045410
	Iteration 27F: 3 clusters Score -108663.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (126743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126743 members 
Entering Unmasked Estep 
Score: -6954601.000000 Penalty: 534.621216
	Iteration 0F: 2 clusters Score -6954601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63161 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -6875527.500000 Penalty: 1069.242432
	Iteration 0F: 3 clusters Score -6875528 nChanged 62137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -6913495.500000 Penalty: 1069.242432
	Iteration 1F: 3 clusters Score -6913496 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -6914817.000000 Penalty: 1069.242432
	Iteration 2Q: 3 clusters Score -6914817 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -6916387.000000 Penalty: 1069.242432
	Iteration 3Q: 3 clusters Score -6916387 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -6918420.500000 Penalty: 1069.242432
	Iteration 4Q: 3 clusters Score -6918420 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -6920964.500000 Penalty: 1069.242432
	Iteration 5Q: 3 clusters Score -6920964 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -6924514.500000 Penalty: 1069.242432
	Iteration 6F: 3 clusters Score -6924514 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 86500 members 
Entering Unmasked Estep 
Score: -6928769.000000 Penalty: 1069.242432
	Iteration 7F: 3 clusters Score -6928769 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -6933749.000000 Penalty: 1069.242432
	Iteration 8F: 3 clusters Score -6933749 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -6939264.000000 Penalty: 1069.242432
	Iteration 9F: 3 clusters Score -6939264 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 111889 members 
Entering Unmasked Estep 
Score: -6944598.500000 Penalty: 1069.242432
	Iteration 10F: 3 clusters Score -6944598 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 118553 members 
Entering Unmasked Estep 
Score: -6948951.000000 Penalty: 1069.242432
	Iteration 11F: 3 clusters Score -6948951 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -6951683.000000 Penalty: 1069.242432
	Iteration 12Q: 3 clusters Score -6951683 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 125059 members 
Entering Unmasked Estep 
Score: -6953064.000000 Penalty: 1069.242432
	Iteration 13Q: 3 clusters Score -6953064 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 126042 members 
Entering Unmasked Estep 
Score: -6953665.000000 Penalty: 1069.242432
	Iteration 14Q: 3 clusters Score -6953665 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 126422 members 
Entering Unmasked Estep 
Score: -6953934.500000 Penalty: 1069.242432
	Iteration 15Q: 3 clusters Score -6953934 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 126576 members 
Entering Unmasked Estep 
Score: -6954029.000000 Penalty: 1069.242432
	Iteration 16Q: 3 clusters Score -6954029 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 126629 members 
Entering Unmasked Estep 
Score: -6954071.000000 Penalty: 1069.242432
	Iteration 17Q: 3 clusters Score -6954071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 126655 members 
Entering Unmasked Estep 
Score: -6954087.000000 Penalty: 1069.242432
	Iteration 18Q: 3 clusters Score -6954087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 126667 members 
Entering Unmasked Estep 
Score: -6954102.500000 Penalty: 1069.242432
	Iteration 19Q: 3 clusters Score -6954102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 126673 members 
Entering Unmasked Estep 
Score: -6954105.000000 Penalty: 1069.242432
	Iteration 20F: 3 clusters Score -6954105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 126676 members 
Entering Unmasked Estep 
Score: -6954108.500000 Penalty: 1069.242432
	Iteration 21Q: 3 clusters Score -6954108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 126678 members 
Entering Unmasked Estep 
Score: -6954108.000000 Penalty: 1069.242432
	Iteration 22Q: 3 clusters Score -6954108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 126681 members 
Entering Unmasked Estep 
Score: -6954114.000000 Penalty: 1069.242432
	Iteration 23Q: 3 clusters Score -6954114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 126682 members 
Entering Unmasked Estep 
Score: -6954112.500000 Penalty: 1069.242432
	Iteration 24Q: 3 clusters Score -6954112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -6954121.500000 Penalty: 1069.242432
	Iteration 25Q: 3 clusters Score -6954122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 126686 members 
Entering Unmasked Estep 
Score: -6954132.500000 Penalty: 1069.242432
	Iteration 26Q: 3 clusters Score -6954132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 126687 members 
Entering Unmasked Estep 
Score: -6954135.000000 Penalty: 1069.242432
	Iteration 27Q: 3 clusters Score -6954135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 126687 members 
Entering Unmasked Estep 
Score: -6954136.500000 Penalty: 1069.242432
	Iteration 28Q: 3 clusters Score -6954136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 126686 members 
Entering Unmasked Estep 
Score: -6954135.500000 Penalty: 1069.242432
	Iteration 29Q: 3 clusters Score -6954136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 126686 members 
Entering Unmasked Estep 
Score: -6954135.500000 Penalty: 1069.242432
	Iteration 30F: 3 clusters Score -6954136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Entering Unmasked Estep 
Score: -4053454.000000 Penalty: 511.348816
	Iteration 0F: 2 clusters Score -4053454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -4002240.750000 Penalty: 1022.697632
	Iteration 0F: 3 clusters Score -4002241 nChanged 37002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -4026005.250000 Penalty: 1022.697632
	Iteration 1F: 3 clusters Score -4026005 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -4028382.250000 Penalty: 1022.697632
	Iteration 2F: 3 clusters Score -4028382 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -4032087.500000 Penalty: 1022.697632
	Iteration 3F: 3 clusters Score -4032088 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -4036717.500000 Penalty: 1022.697632
	Iteration 4F: 3 clusters Score -4036718 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 61822 members 
Entering Unmasked Estep 
Score: -4041742.000000 Penalty: 1022.697632
	Iteration 5F: 3 clusters Score -4041742 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -4045821.750000 Penalty: 1022.697632
	Iteration 6F: 3 clusters Score -4045822 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -4048565.500000 Penalty: 1022.697632
	Iteration 7Q: 3 clusters Score -4048566 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -4050356.750000 Penalty: 1022.697632
	Iteration 8Q: 3 clusters Score -4050357 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -4051446.750000 Penalty: 1022.697632
	Iteration 9Q: 3 clusters Score -4051447 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 74130 members 
Entering Unmasked Estep 
Score: -4052122.250000 Penalty: 1022.697632
	Iteration 10Q: 3 clusters Score -4052122 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -4052510.750000 Penalty: 1022.697632
	Iteration 11Q: 3 clusters Score -4052511 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 75046 members 
Entering Unmasked Estep 
Score: -4052746.500000 Penalty: 1022.697632
	Iteration 12Q: 3 clusters Score -4052746 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 75265 members 
Entering Unmasked Estep 
Score: -4052892.500000 Penalty: 1022.697632
	Iteration 13Q: 3 clusters Score -4052892 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 75389 members 
Entering Unmasked Estep 
Score: -4052967.750000 Penalty: 1022.697632
	Iteration 14Q: 3 clusters Score -4052968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -4053028.750000 Penalty: 1022.697632
	Iteration 15Q: 3 clusters Score -4053029 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -4053058.250000 Penalty: 1022.697632
	Iteration 16Q: 3 clusters Score -4053058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -4053082.000000 Penalty: 1022.697632
	Iteration 17Q: 3 clusters Score -4053082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -4053096.000000 Penalty: 1022.697632
	Iteration 18Q: 3 clusters Score -4053096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -4053103.750000 Penalty: 1022.697632
	Iteration 19Q: 3 clusters Score -4053104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 75587 members 
Entering Unmasked Estep 
Score: -4053106.500000 Penalty: 1022.697632
	Iteration 20F: 3 clusters Score -4053106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 75601 members 
Entering Unmasked Estep 
Score: -4053122.000000 Penalty: 1022.697632
	Iteration 21Q: 3 clusters Score -4053122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -4053126.500000 Penalty: 1022.697632
	Iteration 22Q: 3 clusters Score -4053126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -4053134.000000 Penalty: 1022.697632
	Iteration 23Q: 3 clusters Score -4053134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -4053138.250000 Penalty: 1022.697632
	Iteration 24Q: 3 clusters Score -4053138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -4053139.500000 Penalty: 1022.697632
	Iteration 25Q: 3 clusters Score -4053140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -4053142.250000 Penalty: 1022.697632
	Iteration 26Q: 3 clusters Score -4053142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 75644 members 
Entering Unmasked Estep 
Score: -4053138.750000 Penalty: 1022.697632
	Iteration 27Q: 3 clusters Score -4053139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -4053140.000000 Penalty: 1022.697632
	Iteration 28Q: 3 clusters Score -4053140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -4053141.000000 Penalty: 1022.697632
	Iteration 29Q: 3 clusters Score -4053141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -4053142.750000 Penalty: 1022.697632
	Iteration 30Q: 3 clusters Score -4053143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -4053144.750000 Penalty: 1022.697632
	Iteration 31Q: 3 clusters Score -4053145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -4053143.250000 Penalty: 1022.697632
	Iteration 32Q: 3 clusters Score -4053143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -4053143.250000 Penalty: 1022.697632
	Iteration 33F: 3 clusters Score -4053143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -133913.046875 Penalty: 356.734253
	Iteration 0F: 2 clusters Score -133913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -132114.828125 Penalty: 713.468506
	Iteration 0F: 3 clusters Score -132114.8 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -132704.734375 Penalty: 713.468506
	Iteration 1F: 3 clusters Score -132704.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -132819.734375 Penalty: 713.468506
	Iteration 2F: 3 clusters Score -132819.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -132941.718750 Penalty: 713.468506
	Iteration 3F: 3 clusters Score -132941.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -133077.015625 Penalty: 713.468506
	Iteration 4F: 3 clusters Score -133077 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -133192.171875 Penalty: 713.468506
	Iteration 5F: 3 clusters Score -133192.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -133322.921875 Penalty: 713.468506
	Iteration 6F: 3 clusters Score -133322.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -133475.312500 Penalty: 713.468506
	Iteration 7F: 3 clusters Score -133475.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -133561.734375 Penalty: 713.468506
	Iteration 8Q: 3 clusters Score -133561.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -133596.265625 Penalty: 713.468506
	Iteration 9Q: 3 clusters Score -133596.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -133615.968750 Penalty: 713.468506
	Iteration 10Q: 3 clusters Score -133616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -133625.343750 Penalty: 713.468506
	Iteration 11Q: 3 clusters Score -133625.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -133631.281250 Penalty: 713.468506
	Iteration 12Q: 3 clusters Score -133631.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -133633.890625 Penalty: 713.468506
	Iteration 13Q: 3 clusters Score -133633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -133634.328125 Penalty: 713.468506
	Iteration 14Q: 3 clusters Score -133634.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -133635.031250 Penalty: 713.468506
	Iteration 15Q: 3 clusters Score -133635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -133635.281250 Penalty: 713.468506
	Iteration 16Q: 3 clusters Score -133635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -133635.359375 Penalty: 713.468506
	Iteration 17Q: 3 clusters Score -133635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -133635.359375 Penalty: 713.468506
	Iteration 18F: 3 clusters Score -133635.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Entering Unmasked Estep 
Score: -2497218.750000 Penalty: 486.952606
	Iteration 0F: 2 clusters Score -2497219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -2467456.750000 Penalty: 973.905212
	Iteration 0F: 3 clusters Score -2467457 nChanged 21604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -2480206.250000 Penalty: 973.905212
	Iteration 1F: 3 clusters Score -2480206 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -2480862.500000 Penalty: 973.905212
	Iteration 2Q: 3 clusters Score -2480862 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -2481849.250000 Penalty: 973.905212
	Iteration 3Q: 3 clusters Score -2481849 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -2483520.750000 Penalty: 973.905212
	Iteration 4F: 3 clusters Score -2483521 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -2486281.750000 Penalty: 973.905212
	Iteration 5F: 3 clusters Score -2486282 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -2489446.750000 Penalty: 973.905212
	Iteration 6F: 3 clusters Score -2489447 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -2491647.500000 Penalty: 973.905212
	Iteration 7F: 3 clusters Score -2491648 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -2492688.000000 Penalty: 973.905212
	Iteration 8Q: 3 clusters Score -2492688 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -2493245.500000 Penalty: 973.905212
	Iteration 9Q: 3 clusters Score -2493246 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -2493621.000000 Penalty: 973.905212
	Iteration 10Q: 3 clusters Score -2493621 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -2493924.500000 Penalty: 973.905212
	Iteration 11Q: 3 clusters Score -2493924 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -2494177.250000 Penalty: 973.905212
	Iteration 12Q: 3 clusters Score -2494177 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -2494380.750000 Penalty: 973.905212
	Iteration 13Q: 3 clusters Score -2494381 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -2494542.500000 Penalty: 973.905212
	Iteration 14Q: 3 clusters Score -2494542 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -2494641.750000 Penalty: 973.905212
	Iteration 15Q: 3 clusters Score -2494642 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -2494737.000000 Penalty: 973.905212
	Iteration 16Q: 3 clusters Score -2494737 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -2494796.000000 Penalty: 973.905212
	Iteration 17Q: 3 clusters Score -2494796 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -2494836.000000 Penalty: 973.905212
	Iteration 18Q: 3 clusters Score -2494836 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -2494859.000000 Penalty: 973.905212
	Iteration 19Q: 3 clusters Score -2494859 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -2494885.500000 Penalty: 973.905212
	Iteration 20F: 3 clusters Score -2494886 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -2494921.000000 Penalty: 973.905212
	Iteration 21Q: 3 clusters Score -2494921 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -2494932.750000 Penalty: 973.905212
	Iteration 22Q: 3 clusters Score -2494933 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -2494950.250000 Penalty: 973.905212
	Iteration 23Q: 3 clusters Score -2494950 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -2494966.000000 Penalty: 973.905212
	Iteration 24Q: 3 clusters Score -2494966 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -2494993.500000 Penalty: 973.905212
	Iteration 25Q: 3 clusters Score -2494994 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -2495016.000000 Penalty: 973.905212
	Iteration 26Q: 3 clusters Score -2495016 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -2495031.250000 Penalty: 973.905212
	Iteration 27Q: 3 clusters Score -2495031 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -2495047.000000 Penalty: 973.905212
	Iteration 28Q: 3 clusters Score -2495047 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -2495084.500000 Penalty: 973.905212
	Iteration 29Q: 3 clusters Score -2495084 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -2495116.500000 Penalty: 973.905212
	Iteration 30Q: 3 clusters Score -2495116 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -2495134.750000 Penalty: 973.905212
	Iteration 31Q: 3 clusters Score -2495135 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -2495144.000000 Penalty: 973.905212
	Iteration 32Q: 3 clusters Score -2495144 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -2495169.750000 Penalty: 973.905212
	Iteration 33Q: 3 clusters Score -2495170 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -2495190.000000 Penalty: 973.905212
	Iteration 34Q: 3 clusters Score -2495190 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -2495207.000000 Penalty: 973.905212
	Iteration 35Q: 3 clusters Score -2495207 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -2495216.500000 Penalty: 973.905212
	Iteration 36Q: 3 clusters Score -2495216 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -2495232.250000 Penalty: 973.905212
	Iteration 37Q: 3 clusters Score -2495232 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -2495244.000000 Penalty: 973.905212
	Iteration 38Q: 3 clusters Score -2495244 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -2495262.000000 Penalty: 973.905212
	Iteration 39Q: 3 clusters Score -2495262 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -2495282.250000 Penalty: 973.905212
	Iteration 40F: 3 clusters Score -2495282 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -2495287.000000 Penalty: 973.905212
	Iteration 41Q: 3 clusters Score -2495287 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -2495311.250000 Penalty: 973.905212
	Iteration 42Q: 3 clusters Score -2495311 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -2495322.500000 Penalty: 973.905212
	Iteration 43Q: 3 clusters Score -2495322 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -2495334.250000 Penalty: 973.905212
	Iteration 44Q: 3 clusters Score -2495334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -2495345.500000 Penalty: 973.905212
	Iteration 45Q: 3 clusters Score -2495346 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -2495354.000000 Penalty: 973.905212
	Iteration 46Q: 3 clusters Score -2495354 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -2495374.750000 Penalty: 973.905212
	Iteration 47Q: 3 clusters Score -2495375 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -2495383.500000 Penalty: 973.905212
	Iteration 48Q: 3 clusters Score -2495384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -2495397.250000 Penalty: 973.905212
	Iteration 49Q: 3 clusters Score -2495397 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2495402 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2495402 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2495419 nChanged 68
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Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2495416 nChanged 59
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Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2495420 nChanged 58
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Mstep: Class 1 contains 13035 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2495424 nChanged 51
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Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2495429 nChanged 53
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Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2495435 nChanged 51
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Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2495441 nChanged 53
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Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2495447 nChanged 36
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Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2495452 nChanged 36
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Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12579 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 31913 members 
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Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 31961 members 
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Mstep: Class 1 contains 12453 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12411 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12346 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12306 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12079 members 
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Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 32440 members 
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Mstep: Class 1 contains 11836 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11725 members 
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Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 32772 members 
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Mstep: Class 1 contains 11640 members 
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Mstep: Class 1 contains 11603 members 
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Mstep: Class 1 contains 11563 members 
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Mstep: Class 1 contains 11519 members 
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Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 32967 members 
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Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 32999 members 
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Mstep: Class 1 contains 11430 members 
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Mstep: Class 1 contains 11394 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11365 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 33132 members 
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Mstep: Class 1 contains 11300 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11287 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2495642 nChanged 12
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Mstep: Class 1 contains 11275 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2495643 nChanged 6
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Mstep: Class 1 contains 11269 members 
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Mstep: Class 1 contains 11266 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2495645 nChanged 4
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Mstep: Class 1 contains 11262 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2495643 nChanged 8
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Mstep: Class 1 contains 11254 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11242 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2495648 nChanged 4
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	Iteration 108Q: 3 clusters Score -2495641 nChanged 16
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Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11186 members 
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Mstep: Class 1 contains 11166 members 
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Mstep: Class 1 contains 11145 members 
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Mstep: Class 1 contains 11118 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2495652 nChanged 23
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Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2495650 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11073 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10936 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2495672 nChanged 48
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Mstep: Class 1 contains 10890 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 33711 members 
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Mstep: Class 1 contains 10621 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 34212 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 35578 members 
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	Iteration 145Q: 3 clusters Score -2495896 nChanged 113
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Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 35691 members 
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	Iteration 146Q: 3 clusters Score -2495919 nChanged 97
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Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2495914 nChanged 111
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Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2495926 nChanged 118
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Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2495944 nChanged 120
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Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 36410 members 
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Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 36568 members 
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Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 36738 members 
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Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 36906 members 
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Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 37066 members 
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Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 37221 members 
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Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 37382 members 
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Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 37549 members 
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Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 37686 members 
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	Iteration 160F: 3 clusters Score -2496158 nChanged 134
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Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 37820 members 
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Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 37930 members 
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Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 38040 members 
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Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 38158 members 
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Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 38311 members 
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Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 38453 members 
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Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 38583 members 
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Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 38740 members 
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Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 38907 members 
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Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 39060 members 
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Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 39193 members 
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Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 39347 members 
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Mstep: Class 1 contains 4949 members 
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Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 39670 members 
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Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 39864 members 
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Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 40057 members 
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Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 40252 members 
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Mstep: Class 1 contains 4032 members 
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Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 40571 members 
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Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 40722 members 
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	Iteration 180F: 3 clusters Score -2496645 nChanged 140
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Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 40862 members 
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Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 40995 members 
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 41116 members 
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Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 41247 members 
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Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 41388 members 
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Mstep: Class 1 contains 2941 members 
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Mstep: Class 1 contains 2830 members 
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Mstep: Class 1 contains 2715 members 
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Mstep: Class 1 contains 2619 members 
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	Iteration 189Q: 3 clusters Score -2496791 nChanged 97
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Mstep: Class 1 contains 2522 members 
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	Iteration 190Q: 3 clusters Score -2496812 nChanged 77
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Mstep: Class 1 contains 2445 members 
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	Iteration 191Q: 3 clusters Score -2496828 nChanged 62
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Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 42073 members 
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	Iteration 192Q: 3 clusters Score -2496823 nChanged 56
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Mstep: Class 1 contains 2327 members 
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Mstep: Class 1 contains 2234 members 
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	Iteration 195Q: 3 clusters Score -2496820 nChanged 41
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	Iteration 196Q: 3 clusters Score -2496824 nChanged 41
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Mstep: Class 1 contains 2107 members 
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Mstep: Class 1 contains 2061 members 
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Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 42433 members 
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	Iteration 200F: 3 clusters Score -2496827 nChanged 38
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Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 42471 members 
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	Iteration 201Q: 3 clusters Score -2496829 nChanged 31
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Mstep: Class 1 contains 1954 members 
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	Iteration 202Q: 3 clusters Score -2496838 nChanged 26
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Mstep: Class 1 contains 1928 members 
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	Iteration 203Q: 3 clusters Score -2496839 nChanged 27
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Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 42553 members 
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	Iteration 204Q: 3 clusters Score -2496839 nChanged 25
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Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 42578 members 
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	Iteration 205Q: 3 clusters Score -2496840 nChanged 20
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Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 42598 members 
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	Iteration 206Q: 3 clusters Score -2496841 nChanged 25
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Mstep: Class 1 contains 1833 members 
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	Iteration 207Q: 3 clusters Score -2496839 nChanged 21
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Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 42644 members 
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	Iteration 208Q: 3 clusters Score -2496836 nChanged 26
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Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 42670 members 
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	Iteration 209Q: 3 clusters Score -2496834 nChanged 20
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Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 42690 members 
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	Iteration 210Q: 3 clusters Score -2496838 nChanged 10
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Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 42700 members 
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	Iteration 211Q: 3 clusters Score -2496839 nChanged 12
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Mstep: Class 1 contains 1744 members 
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	Iteration 212Q: 3 clusters Score -2496838 nChanged 10
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Mstep: Class 1 contains 1734 members 
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	Iteration 213Q: 3 clusters Score -2496838 nChanged 12
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	Iteration 214Q: 3 clusters Score -2496839 nChanged 14
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Mstep: Class 1 contains 1708 members 
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	Iteration 215Q: 3 clusters Score -2496835 nChanged 7
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Mstep: Class 1 contains 1701 members 
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	Iteration 216Q: 3 clusters Score -2496841 nChanged 4
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Mstep: Class 1 contains 1697 members 
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	Iteration 217Q: 3 clusters Score -2496838 nChanged 7
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Mstep: Class 1 contains 1690 members 
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	Iteration 218Q: 3 clusters Score -2496838 nChanged 12
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	Iteration 219Q: 3 clusters Score -2496842 nChanged 9
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Mstep: Class 1 contains 1669 members 
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	Iteration 220F: 3 clusters Score -2496844 nChanged 11
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Mstep: Class 1 contains 1660 members 
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	Iteration 221Q: 3 clusters Score -2496844 nChanged 15
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Mstep: Class 1 contains 1645 members 
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	Iteration 222Q: 3 clusters Score -2496845 nChanged 15
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Mstep: Class 1 contains 1630 members 
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	Iteration 223Q: 3 clusters Score -2496847 nChanged 12
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Mstep: Class 1 contains 1618 members 
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	Iteration 224Q: 3 clusters Score -2496847 nChanged 10
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Mstep: Class 1 contains 1608 members 
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	Iteration 225Q: 3 clusters Score -2496846 nChanged 12
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Mstep: Class 1 contains 1598 members 
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	Iteration 226Q: 3 clusters Score -2496844 nChanged 10
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Mstep: Class 1 contains 1588 members 
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	Iteration 227Q: 3 clusters Score -2496848 nChanged 9
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Mstep: Class 1 contains 1579 members 
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	Iteration 228Q: 3 clusters Score -2496846 nChanged 7
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Mstep: Class 1 contains 1572 members 
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	Iteration 229Q: 3 clusters Score -2496846 nChanged 8
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Mstep: Class 1 contains 1564 members 
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	Iteration 230Q: 3 clusters Score -2496845 nChanged 9
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Mstep: Class 1 contains 1557 members 
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	Iteration 231Q: 3 clusters Score -2496843 nChanged 4
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Mstep: Class 1 contains 1553 members 
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	Iteration 232Q: 3 clusters Score -2496844 nChanged 4
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Mstep: Class 1 contains 1549 members 
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	Iteration 233Q: 3 clusters Score -2496843 nChanged 3
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Mstep: Class 1 contains 1546 members 
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Entering Unmasked Estep 
Score: -2496842.250000 Penalty: 973.905212
	Iteration 234Q: 3 clusters Score -2496842 nChanged 3
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Entering Unmasked Estep 
Score: -2496840.250000 Penalty: 973.905212
	Iteration 235Q: 3 clusters Score -2496840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -2496843.250000 Penalty: 973.905212
	Iteration 236Q: 3 clusters Score -2496843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -2496848.000000 Penalty: 973.905212
	Iteration 237Q: 3 clusters Score -2496848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -2496845.250000 Penalty: 973.905212
	Iteration 238Q: 3 clusters Score -2496845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -2496845.500000 Penalty: 973.905212
	Iteration 239Q: 3 clusters Score -2496846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -2496845.500000 Penalty: 973.905212
	Iteration 240F: 3 clusters Score -2496846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -2496844.250000 Penalty: 973.905212
	Iteration 241Q: 3 clusters Score -2496844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -2496846.750000 Penalty: 973.905212
	Iteration 242Q: 3 clusters Score -2496847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -2496847.000000 Penalty: 973.905212
	Iteration 243Q: 3 clusters Score -2496847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -2496847.000000 Penalty: 973.905212
	Iteration 244Q: 3 clusters Score -2496847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -2496843.000000 Penalty: 973.905212
	Iteration 245Q: 3 clusters Score -2496843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -2496845.750000 Penalty: 973.905212
	Iteration 246Q: 3 clusters Score -2496846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -2496845.750000 Penalty: 973.905212
	Iteration 247F: 3 clusters Score -2496846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Entering Unmasked Estep 
Score: -570632.250000 Penalty: 418.851593
	Iteration 0F: 2 clusters Score -570632.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -563954.750000 Penalty: 837.703186
	Iteration 0F: 3 clusters Score -563954.8 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -566645.687500 Penalty: 837.703186
	Iteration 1F: 3 clusters Score -566645.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -566772.437500 Penalty: 837.703186
	Iteration 2Q: 3 clusters Score -566772.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -566903.937500 Penalty: 837.703186
	Iteration 3Q: 3 clusters Score -566903.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -567047.187500 Penalty: 837.703186
	Iteration 4Q: 3 clusters Score -567047.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -567267.625000 Penalty: 837.703186
	Iteration 5Q: 3 clusters Score -567267.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -567598.500000 Penalty: 837.703186
	Iteration 6F: 3 clusters Score -567598.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -568084.375000 Penalty: 837.703186
	Iteration 7F: 3 clusters Score -568084.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -568618.625000 Penalty: 837.703186
	Iteration 8F: 3 clusters Score -568618.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -569105.625000 Penalty: 837.703186
	Iteration 9Q: 3 clusters Score -569105.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -569437.250000 Penalty: 837.703186
	Iteration 10Q: 3 clusters Score -569437.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -569634.750000 Penalty: 837.703186
	Iteration 11Q: 3 clusters Score -569634.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -569765.875000 Penalty: 837.703186
	Iteration 12Q: 3 clusters Score -569765.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -569860.750000 Penalty: 837.703186
	Iteration 13Q: 3 clusters Score -569860.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -569923.375000 Penalty: 837.703186
	Iteration 14Q: 3 clusters Score -569923.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -569969.812500 Penalty: 837.703186
	Iteration 15Q: 3 clusters Score -569969.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -570014.750000 Penalty: 837.703186
	Iteration 16Q: 3 clusters Score -570014.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -570056.187500 Penalty: 837.703186
	Iteration 17Q: 3 clusters Score -570056.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -570088.375000 Penalty: 837.703186
	Iteration 18Q: 3 clusters Score -570088.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -570117.812500 Penalty: 837.703186
	Iteration 19Q: 3 clusters Score -570117.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -570135.312500 Penalty: 837.703186
	Iteration 20F: 3 clusters Score -570135.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -570145.312500 Penalty: 837.703186
	Iteration 21Q: 3 clusters Score -570145.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -570160.000000 Penalty: 837.703186
	Iteration 22Q: 3 clusters Score -570160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -570174.000000 Penalty: 837.703186
	Iteration 23Q: 3 clusters Score -570174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -570185.062500 Penalty: 837.703186
	Iteration 24Q: 3 clusters Score -570185.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -570195.875000 Penalty: 837.703186
	Iteration 25Q: 3 clusters Score -570195.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -570207.875000 Penalty: 837.703186
	Iteration 26Q: 3 clusters Score -570207.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -570219.375000 Penalty: 837.703186
	Iteration 27Q: 3 clusters Score -570219.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -570228.687500 Penalty: 837.703186
	Iteration 28Q: 3 clusters Score -570228.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -570233.250000 Penalty: 837.703186
	Iteration 29Q: 3 clusters Score -570233.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -570243.687500 Penalty: 837.703186
	Iteration 30Q: 3 clusters Score -570243.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -570248.187500 Penalty: 837.703186
	Iteration 31Q: 3 clusters Score -570248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -570249.125000 Penalty: 837.703186
	Iteration 32Q: 3 clusters Score -570249.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -570251.625000 Penalty: 837.703186
	Iteration 33Q: 3 clusters Score -570251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -570254.625000 Penalty: 837.703186
	Iteration 34Q: 3 clusters Score -570254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -570256.687500 Penalty: 837.703186
	Iteration 35Q: 3 clusters Score -570256.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -570258.750000 Penalty: 837.703186
	Iteration 36Q: 3 clusters Score -570258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -570262.375000 Penalty: 837.703186
	Iteration 37Q: 3 clusters Score -570262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -570262.812500 Penalty: 837.703186
	Iteration 38Q: 3 clusters Score -570262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -570262.812500 Penalty: 837.703186
	Iteration 39F: 3 clusters Score -570262.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Entering Unmasked Estep 
Score: -3189506.500000 Penalty: 499.484802
	Iteration 0F: 2 clusters Score -3189506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -3150068.500000 Penalty: 998.969604
	Iteration 0F: 3 clusters Score -3150068 nChanged 28454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -3167277.750000 Penalty: 998.969604
	Iteration 1F: 3 clusters Score -3167278 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -3168039.500000 Penalty: 998.969604
	Iteration 2Q: 3 clusters Score -3168040 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -3169293.500000 Penalty: 998.969604
	Iteration 3Q: 3 clusters Score -3169294 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -3171357.250000 Penalty: 998.969604
	Iteration 4F: 3 clusters Score -3171357 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -3174319.000000 Penalty: 998.969604
	Iteration 5F: 3 clusters Score -3174319 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -3177889.000000 Penalty: 998.969604
	Iteration 6F: 3 clusters Score -3177889 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -3181100.750000 Penalty: 998.969604
	Iteration 7F: 3 clusters Score -3181101 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -3183395.500000 Penalty: 998.969604
	Iteration 8Q: 3 clusters Score -3183396 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -3184803.250000 Penalty: 998.969604
	Iteration 9Q: 3 clusters Score -3184803 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -3185718.000000 Penalty: 998.969604
	Iteration 10Q: 3 clusters Score -3185718 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -3186369.500000 Penalty: 998.969604
	Iteration 11Q: 3 clusters Score -3186370 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -3186885.000000 Penalty: 998.969604
	Iteration 12Q: 3 clusters Score -3186885 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -3187318.000000 Penalty: 998.969604
	Iteration 13Q: 3 clusters Score -3187318 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -3187712.750000 Penalty: 998.969604
	Iteration 14Q: 3 clusters Score -3187713 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -3188036.750000 Penalty: 998.969604
	Iteration 15Q: 3 clusters Score -3188037 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -3188281.750000 Penalty: 998.969604
	Iteration 16Q: 3 clusters Score -3188282 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -3188503.000000 Penalty: 998.969604
	Iteration 17Q: 3 clusters Score -3188503 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -3188670.500000 Penalty: 998.969604
	Iteration 18Q: 3 clusters Score -3188670 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -3188779.500000 Penalty: 998.969604
	Iteration 19Q: 3 clusters Score -3188780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -3188868.000000 Penalty: 998.969604
	Iteration 20F: 3 clusters Score -3188868 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -3188929.000000 Penalty: 998.969604
	Iteration 21Q: 3 clusters Score -3188929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -3188978.750000 Penalty: 998.969604
	Iteration 22Q: 3 clusters Score -3188979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -3189004.250000 Penalty: 998.969604
	Iteration 23Q: 3 clusters Score -3189004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -3189025.500000 Penalty: 998.969604
	Iteration 24Q: 3 clusters Score -3189026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -3189036.250000 Penalty: 998.969604
	Iteration 25Q: 3 clusters Score -3189036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 58328 members 
Entering Unmasked Estep 
Score: -3189045.500000 Penalty: 998.969604
	Iteration 26Q: 3 clusters Score -3189046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -3189056.000000 Penalty: 998.969604
	Iteration 27Q: 3 clusters Score -3189056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -3189062.750000 Penalty: 998.969604
	Iteration 28Q: 3 clusters Score -3189063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -3189072.500000 Penalty: 998.969604
	Iteration 29Q: 3 clusters Score -3189072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -3189081.250000 Penalty: 998.969604
	Iteration 30Q: 3 clusters Score -3189081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -3189086.500000 Penalty: 998.969604
	Iteration 31Q: 3 clusters Score -3189086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -3189091.250000 Penalty: 998.969604
	Iteration 32Q: 3 clusters Score -3189091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -3189096.250000 Penalty: 998.969604
	Iteration 33Q: 3 clusters Score -3189096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 58398 members 
Entering Unmasked Estep 
Score: -3189096.500000 Penalty: 998.969604
	Iteration 34Q: 3 clusters Score -3189096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -3189097.500000 Penalty: 998.969604
	Iteration 35Q: 3 clusters Score -3189098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -3189099.000000 Penalty: 998.969604
	Iteration 36Q: 3 clusters Score -3189099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -3189099.250000 Penalty: 998.969604
	Iteration 37Q: 3 clusters Score -3189099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -3189099.500000 Penalty: 998.969604
	Iteration 38Q: 3 clusters Score -3189100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -3189103.250000 Penalty: 998.969604
	Iteration 39Q: 3 clusters Score -3189103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -3189103.250000 Penalty: 998.969604
	Iteration 40F: 3 clusters Score -3189103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -3189103.500000 Penalty: 998.969604
	Iteration 41Q: 3 clusters Score -3189104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -3189103.500000 Penalty: 998.969604
	Iteration 42Q: 3 clusters Score -3189104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -3189103.500000 Penalty: 998.969604
	Iteration 43F: 3 clusters Score -3189104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Entering Unmasked Estep 
Score: -242672.468750 Penalty: 384.610321
	Iteration 0F: 2 clusters Score -242672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -239483.218750 Penalty: 769.220642
	Iteration 0F: 3 clusters Score -239483.2 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -240687.859375 Penalty: 769.220642
	Iteration 1F: 3 clusters Score -240687.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -240975.375000 Penalty: 769.220642
	Iteration 2F: 3 clusters Score -240975.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -241387.984375 Penalty: 769.220642
	Iteration 3F: 3 clusters Score -241388 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -241817.093750 Penalty: 769.220642
	Iteration 4F: 3 clusters Score -241817.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -242132.312500 Penalty: 769.220642
	Iteration 5F: 3 clusters Score -242132.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -242255.578125 Penalty: 769.220642
	Iteration 6Q: 3 clusters Score -242255.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -242332.421875 Penalty: 769.220642
	Iteration 7Q: 3 clusters Score -242332.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -242390.921875 Penalty: 769.220642
	Iteration 8Q: 3 clusters Score -242390.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -242429.875000 Penalty: 769.220642
	Iteration 9Q: 3 clusters Score -242429.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -242455.406250 Penalty: 769.220642
	Iteration 10Q: 3 clusters Score -242455.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -242479.078125 Penalty: 769.220642
	Iteration 11Q: 3 clusters Score -242479.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -242505.828125 Penalty: 769.220642
	Iteration 12Q: 3 clusters Score -242505.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -242533.109375 Penalty: 769.220642
	Iteration 13Q: 3 clusters Score -242533.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -242556.546875 Penalty: 769.220642
	Iteration 14Q: 3 clusters Score -242556.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -242577.484375 Penalty: 769.220642
	Iteration 15Q: 3 clusters Score -242577.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -242592.250000 Penalty: 769.220642
	Iteration 16Q: 3 clusters Score -242592.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -242601.906250 Penalty: 769.220642
	Iteration 17Q: 3 clusters Score -242601.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -242609.140625 Penalty: 769.220642
	Iteration 18Q: 3 clusters Score -242609.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -242613.046875 Penalty: 769.220642
	Iteration 19Q: 3 clusters Score -242613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -242616.937500 Penalty: 769.220642
	Iteration 20F: 3 clusters Score -242616.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -242618.250000 Penalty: 769.220642
	Iteration 21Q: 3 clusters Score -242618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -242618.593750 Penalty: 769.220642
	Iteration 22Q: 3 clusters Score -242618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -242619.062500 Penalty: 769.220642
	Iteration 23Q: 3 clusters Score -242619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -242619.750000 Penalty: 769.220642
	Iteration 24Q: 3 clusters Score -242619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -242620.531250 Penalty: 769.220642
	Iteration 25Q: 3 clusters Score -242620.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -242620.734375 Penalty: 769.220642
	Iteration 26Q: 3 clusters Score -242620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -242621.312500 Penalty: 769.220642
	Iteration 27Q: 3 clusters Score -242621.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -242622.187500 Penalty: 769.220642
	Iteration 28Q: 3 clusters Score -242622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -242622.296875 Penalty: 769.220642
	Iteration 29Q: 3 clusters Score -242622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -242622.500000 Penalty: 769.220642
	Iteration 30Q: 3 clusters Score -242622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -242622.500000 Penalty: 769.220642
	Iteration 31F: 3 clusters Score -242622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -95724.578125 Penalty: 339.635193
	Iteration 0F: 2 clusters Score -95724.58 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 874 members 
Entering Unmasked Estep 
Score: -94447.656250 Penalty: 679.270386
	Iteration 0F: 3 clusters Score -94447.66 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -94886.328125 Penalty: 679.270386
	Iteration 1F: 3 clusters Score -94886.33 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -94948.937500 Penalty: 679.270386
	Iteration 2F: 3 clusters Score -94948.94 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -95004.546875 Penalty: 679.270386
	Iteration 3F: 3 clusters Score -95004.55 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -95063.812500 Penalty: 679.270386
	Iteration 4F: 3 clusters Score -95063.81 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -95114.484375 Penalty: 679.270386
	Iteration 5Q: 3 clusters Score -95114.48 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -95160.781250 Penalty: 679.270386
	Iteration 6Q: 3 clusters Score -95160.78 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -95197.328125 Penalty: 679.270386
	Iteration 7Q: 3 clusters Score -95197.33 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -95226.343750 Penalty: 679.270386
	Iteration 8Q: 3 clusters Score -95226.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -95238.804688 Penalty: 679.270386
	Iteration 9Q: 3 clusters Score -95238.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -95243.992188 Penalty: 679.270386
	Iteration 10Q: 3 clusters Score -95243.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -95248.539062 Penalty: 679.270386
	Iteration 11Q: 3 clusters Score -95248.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -95250.859375 Penalty: 679.270386
	Iteration 12Q: 3 clusters Score -95250.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -95253.039062 Penalty: 679.270386
	Iteration 13Q: 3 clusters Score -95253.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -95254.125000 Penalty: 679.270386
	Iteration 14Q: 3 clusters Score -95254.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -95255.476562 Penalty: 679.270386
	Iteration 15Q: 3 clusters Score -95255.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -95259.351562 Penalty: 679.270386
	Iteration 16Q: 3 clusters Score -95259.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -95262.132812 Penalty: 679.270386
	Iteration 17Q: 3 clusters Score -95262.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -95264.820312 Penalty: 679.270386
	Iteration 18Q: 3 clusters Score -95264.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -95270.148438 Penalty: 679.270386
	Iteration 19Q: 3 clusters Score -95270.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -95275.210938 Penalty: 679.270386
	Iteration 20F: 3 clusters Score -95275.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -95277.421875 Penalty: 679.270386
	Iteration 21Q: 3 clusters Score -95277.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -95279.226562 Penalty: 679.270386
	Iteration 22Q: 3 clusters Score -95279.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -95280.117188 Penalty: 679.270386
	Iteration 23Q: 3 clusters Score -95280.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -95281.250000 Penalty: 679.270386
	Iteration 24Q: 3 clusters Score -95281.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -95283.125000 Penalty: 679.270386
	Iteration 25Q: 3 clusters Score -95283.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -95285.132812 Penalty: 679.270386
	Iteration 26Q: 3 clusters Score -95285.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -95285.882812 Penalty: 679.270386
	Iteration 27Q: 3 clusters Score -95285.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -95286.414062 Penalty: 679.270386
	Iteration 28Q: 3 clusters Score -95286.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -95287.289062 Penalty: 679.270386
	Iteration 29Q: 3 clusters Score -95287.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -95288.929688 Penalty: 679.270386
	Iteration 30Q: 3 clusters Score -95288.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -95289.218750 Penalty: 679.270386
	Iteration 31Q: 3 clusters Score -95289.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -95289.921875 Penalty: 679.270386
	Iteration 32Q: 3 clusters Score -95289.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -95290.617188 Penalty: 679.270386
	Iteration 33Q: 3 clusters Score -95290.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -95291.234375 Penalty: 679.270386
	Iteration 34Q: 3 clusters Score -95291.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -95293.210938 Penalty: 679.270386
	Iteration 35Q: 3 clusters Score -95293.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -95293.273438 Penalty: 679.270386
	Iteration 36Q: 3 clusters Score -95293.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -95293.375000 Penalty: 679.270386
	Iteration 37Q: 3 clusters Score -95293.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -95293.601562 Penalty: 679.270386
	Iteration 38Q: 3 clusters Score -95293.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -95294.039062 Penalty: 679.270386
	Iteration 39Q: 3 clusters Score -95294.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -95294.265625 Penalty: 679.270386
	Iteration 40F: 3 clusters Score -95294.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -95294.554688 Penalty: 679.270386
	Iteration 41Q: 3 clusters Score -95294.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -95294.726562 Penalty: 679.270386
	Iteration 42Q: 3 clusters Score -95294.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -95294.726562 Penalty: 679.270386
	Iteration 43F: 3 clusters Score -95294.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -72133.109375 Penalty: 326.554352
	Iteration 0F: 2 clusters Score -72133.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -71117.742188 Penalty: 653.108704
	Iteration 0F: 3 clusters Score -71117.74 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -71405.812500 Penalty: 653.108704
	Iteration 1F: 3 clusters Score -71405.81 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -71450.593750 Penalty: 653.108704
	Iteration 2F: 3 clusters Score -71450.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71477.906250 Penalty: 653.108704
	Iteration 3F: 3 clusters Score -71477.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71493.476562 Penalty: 653.108704
	Iteration 4Q: 3 clusters Score -71493.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -71499.976562 Penalty: 653.108704
	Iteration 5Q: 3 clusters Score -71499.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -71509.390625 Penalty: 653.108704
	Iteration 6Q: 3 clusters Score -71509.39 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -71518.945312 Penalty: 653.108704
	Iteration 7Q: 3 clusters Score -71518.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71534.031250 Penalty: 653.108704
	Iteration 8Q: 3 clusters Score -71534.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -71547.695312 Penalty: 653.108704
	Iteration 9Q: 3 clusters Score -71547.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -71561.054688 Penalty: 653.108704
	Iteration 10Q: 3 clusters Score -71561.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -71585.390625 Penalty: 653.108704
	Iteration 11Q: 3 clusters Score -71585.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -71616.164062 Penalty: 653.108704
	Iteration 12Q: 3 clusters Score -71616.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -71643.320312 Penalty: 653.108704
	Iteration 13Q: 3 clusters Score -71643.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71668.609375 Penalty: 653.108704
	Iteration 14Q: 3 clusters Score -71668.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -71684.578125 Penalty: 653.108704
	Iteration 15Q: 3 clusters Score -71684.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -71692.515625 Penalty: 653.108704
	Iteration 16Q: 3 clusters Score -71692.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -71698.218750 Penalty: 653.108704
	Iteration 17Q: 3 clusters Score -71698.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -71703.031250 Penalty: 653.108704
	Iteration 18Q: 3 clusters Score -71703.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -71712.390625 Penalty: 653.108704
	Iteration 19Q: 3 clusters Score -71712.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -71717.312500 Penalty: 653.108704
	Iteration 20F: 3 clusters Score -71717.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -71719.734375 Penalty: 653.108704
	Iteration 21Q: 3 clusters Score -71719.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -71721.218750 Penalty: 653.108704
	Iteration 22Q: 3 clusters Score -71721.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -71722.656250 Penalty: 653.108704
	Iteration 23Q: 3 clusters Score -71722.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -71725.265625 Penalty: 653.108704
	Iteration 24Q: 3 clusters Score -71725.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -71732.148438 Penalty: 653.108704
	Iteration 25Q: 3 clusters Score -71732.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71739.226562 Penalty: 653.108704
	Iteration 26Q: 3 clusters Score -71739.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -71742.718750 Penalty: 653.108704
	Iteration 27Q: 3 clusters Score -71742.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -71745.546875 Penalty: 653.108704
	Iteration 28Q: 3 clusters Score -71745.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -71746.992188 Penalty: 653.108704
	Iteration 29Q: 3 clusters Score -71746.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -71747.656250 Penalty: 653.108704
	Iteration 30Q: 3 clusters Score -71747.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -71749.515625 Penalty: 653.108704
	Iteration 31Q: 3 clusters Score -71749.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -71750.554688 Penalty: 653.108704
	Iteration 32Q: 3 clusters Score -71750.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -71751.476562 Penalty: 653.108704
	Iteration 33Q: 3 clusters Score -71751.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -71752.414062 Penalty: 653.108704
	Iteration 34Q: 3 clusters Score -71752.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -71754.187500 Penalty: 653.108704
	Iteration 35Q: 3 clusters Score -71754.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -71755.164062 Penalty: 653.108704
	Iteration 36Q: 3 clusters Score -71755.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -71755.703125 Penalty: 653.108704
	Iteration 37Q: 3 clusters Score -71755.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -71756.851562 Penalty: 653.108704
	Iteration 38Q: 3 clusters Score -71756.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -71757.468750 Penalty: 653.108704
	Iteration 39Q: 3 clusters Score -71757.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -71757.945312 Penalty: 653.108704
	Iteration 40F: 3 clusters Score -71757.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -71758.757812 Penalty: 653.108704
	Iteration 41Q: 3 clusters Score -71758.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -71759.320312 Penalty: 653.108704
	Iteration 42Q: 3 clusters Score -71759.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -71759.320312 Penalty: 653.108704
	Iteration 43F: 3 clusters Score -71759.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -85724.429688 Penalty: 336.168915
	Iteration 0F: 2 clusters Score -85724.43 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 805 members 
Entering Unmasked Estep 
Score: -84558.515625 Penalty: 672.337830
	Iteration 0F: 3 clusters Score -84558.52 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -85108.726562 Penalty: 672.337830
	Iteration 1F: 3 clusters Score -85108.73 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -85297.804688 Penalty: 672.337830
	Iteration 2F: 3 clusters Score -85297.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -85428.054688 Penalty: 672.337830
	Iteration 3F: 3 clusters Score -85428.05 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -85502.726562 Penalty: 672.337830
	Iteration 4F: 3 clusters Score -85502.73 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -85556.171875 Penalty: 672.337830
	Iteration 5F: 3 clusters Score -85556.17 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -85591.843750 Penalty: 672.337830
	Iteration 6Q: 3 clusters Score -85591.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -85619.570312 Penalty: 672.337830
	Iteration 7Q: 3 clusters Score -85619.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -85644.695312 Penalty: 672.337830
	Iteration 8Q: 3 clusters Score -85644.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -85665.937500 Penalty: 672.337830
	Iteration 9Q: 3 clusters Score -85665.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -85676.859375 Penalty: 672.337830
	Iteration 10Q: 3 clusters Score -85676.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -85679.812500 Penalty: 672.337830
	Iteration 11Q: 3 clusters Score -85679.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -85682.609375 Penalty: 672.337830
	Iteration 12Q: 3 clusters Score -85682.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -85685.640625 Penalty: 672.337830
	Iteration 13Q: 3 clusters Score -85685.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -85687.882812 Penalty: 672.337830
	Iteration 14Q: 3 clusters Score -85687.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -85689.195312 Penalty: 672.337830
	Iteration 15Q: 3 clusters Score -85689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -85689.382812 Penalty: 672.337830
	Iteration 16Q: 3 clusters Score -85689.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -85689.601562 Penalty: 672.337830
	Iteration 17Q: 3 clusters Score -85689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -85689.812500 Penalty: 672.337830
	Iteration 18Q: 3 clusters Score -85689.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -85690.359375 Penalty: 672.337830
	Iteration 19Q: 3 clusters Score -85690.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -85691.375000 Penalty: 672.337830
	Iteration 20F: 3 clusters Score -85691.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -85691.734375 Penalty: 672.337830
	Iteration 21Q: 3 clusters Score -85691.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -85691.734375 Penalty: 672.337830
	Iteration 22F: 3 clusters Score -85691.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -77099.125000 Penalty: 335.744873
	Iteration 0F: 2 clusters Score -77099.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -75916.085938 Penalty: 671.489746
	Iteration 0F: 3 clusters Score -75916.09 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -76236.726562 Penalty: 671.489746
	Iteration 1F: 3 clusters Score -76236.73 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -76306.632812 Penalty: 671.489746
	Iteration 2F: 3 clusters Score -76306.63 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -76354.296875 Penalty: 671.489746
	Iteration 3F: 3 clusters Score -76354.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -76407.515625 Penalty: 671.489746
	Iteration 4Q: 3 clusters Score -76407.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -76461.140625 Penalty: 671.489746
	Iteration 5F: 3 clusters Score -76461.14 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -76516.414062 Penalty: 671.489746
	Iteration 6Q: 3 clusters Score -76516.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -76556.687500 Penalty: 671.489746
	Iteration 7Q: 3 clusters Score -76556.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -76585.531250 Penalty: 671.489746
	Iteration 8Q: 3 clusters Score -76585.53 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -76616.359375 Penalty: 671.489746
	Iteration 9Q: 3 clusters Score -76616.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -76641.835938 Penalty: 671.489746
	Iteration 10Q: 3 clusters Score -76641.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -76664.953125 Penalty: 671.489746
	Iteration 11Q: 3 clusters Score -76664.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -76683.304688 Penalty: 671.489746
	Iteration 12Q: 3 clusters Score -76683.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -76694.578125 Penalty: 671.489746
	Iteration 13Q: 3 clusters Score -76694.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -76706.007812 Penalty: 671.489746
	Iteration 14Q: 3 clusters Score -76706.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -76720.492188 Penalty: 671.489746
	Iteration 15Q: 3 clusters Score -76720.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -76729.007812 Penalty: 671.489746
	Iteration 16Q: 3 clusters Score -76729.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -76735.140625 Penalty: 671.489746
	Iteration 17Q: 3 clusters Score -76735.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -76737.585938 Penalty: 671.489746
	Iteration 18Q: 3 clusters Score -76737.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -76745.554688 Penalty: 671.489746
	Iteration 19Q: 3 clusters Score -76745.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -76755.054688 Penalty: 671.489746
	Iteration 20F: 3 clusters Score -76755.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -76766.382812 Penalty: 671.489746
	Iteration 21Q: 3 clusters Score -76766.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -76778.101562 Penalty: 671.489746
	Iteration 22Q: 3 clusters Score -76778.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -76785.046875 Penalty: 671.489746
	Iteration 23Q: 3 clusters Score -76785.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -76791.601562 Penalty: 671.489746
	Iteration 24Q: 3 clusters Score -76791.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -76800.898438 Penalty: 671.489746
	Iteration 25Q: 3 clusters Score -76800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -76802.593750 Penalty: 671.489746
	Iteration 26Q: 3 clusters Score -76802.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -76802.859375 Penalty: 671.489746
	Iteration 27Q: 3 clusters Score -76802.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -76805.187500 Penalty: 671.489746
	Iteration 28Q: 3 clusters Score -76805.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -76805.984375 Penalty: 671.489746
	Iteration 29Q: 3 clusters Score -76805.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -76807.359375 Penalty: 671.489746
	Iteration 30Q: 3 clusters Score -76807.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -76809.757812 Penalty: 671.489746
	Iteration 31Q: 3 clusters Score -76809.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -76811.859375 Penalty: 671.489746
	Iteration 32Q: 3 clusters Score -76811.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -76812.515625 Penalty: 671.489746
	Iteration 33Q: 3 clusters Score -76812.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -76812.515625 Penalty: 671.489746
	Iteration 34F: 3 clusters Score -76812.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -85215.101562 Penalty: 331.646210
	Iteration 0F: 2 clusters Score -85215.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -84088.070312 Penalty: 663.292419
	Iteration 0F: 3 clusters Score -84088.07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -84418.593750 Penalty: 663.292419
	Iteration 1F: 3 clusters Score -84418.59 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -84463.250000 Penalty: 663.292419
	Iteration 2F: 3 clusters Score -84463.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -84492.187500 Penalty: 663.292419
	Iteration 3Q: 3 clusters Score -84492.19 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -84528.734375 Penalty: 663.292419
	Iteration 4Q: 3 clusters Score -84528.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -84552.695312 Penalty: 663.292419
	Iteration 5Q: 3 clusters Score -84552.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -84568.281250 Penalty: 663.292419
	Iteration 6Q: 3 clusters Score -84568.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -84577.023438 Penalty: 663.292419
	Iteration 7Q: 3 clusters Score -84577.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -84582.242188 Penalty: 663.292419
	Iteration 8Q: 3 clusters Score -84582.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -84586.390625 Penalty: 663.292419
	Iteration 9Q: 3 clusters Score -84586.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -84589.804688 Penalty: 663.292419
	Iteration 10Q: 3 clusters Score -84589.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -84591.718750 Penalty: 663.292419
	Iteration 11Q: 3 clusters Score -84591.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -84593.257812 Penalty: 663.292419
	Iteration 12Q: 3 clusters Score -84593.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -84594.484375 Penalty: 663.292419
	Iteration 13Q: 3 clusters Score -84594.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -84596.226562 Penalty: 663.292419
	Iteration 14Q: 3 clusters Score -84596.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -84598.242188 Penalty: 663.292419
	Iteration 15Q: 3 clusters Score -84598.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -84603.460938 Penalty: 663.292419
	Iteration 16Q: 3 clusters Score -84603.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -84609.593750 Penalty: 663.292419
	Iteration 17Q: 3 clusters Score -84609.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -84616.304688 Penalty: 663.292419
	Iteration 18Q: 3 clusters Score -84616.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -84622.171875 Penalty: 663.292419
	Iteration 19Q: 3 clusters Score -84622.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -84630.671875 Penalty: 663.292419
	Iteration 20F: 3 clusters Score -84630.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -84642.078125 Penalty: 663.292419
	Iteration 21Q: 3 clusters Score -84642.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -84656.718750 Penalty: 663.292419
	Iteration 22Q: 3 clusters Score -84656.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -84674.460938 Penalty: 663.292419
	Iteration 23Q: 3 clusters Score -84674.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -84685.914062 Penalty: 663.292419
	Iteration 24Q: 3 clusters Score -84685.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -84700.390625 Penalty: 663.292419
	Iteration 25Q: 3 clusters Score -84700.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -84711.906250 Penalty: 663.292419
	Iteration 26Q: 3 clusters Score -84711.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -84723.046875 Penalty: 663.292419
	Iteration 27Q: 3 clusters Score -84723.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -84738.367188 Penalty: 663.292419
	Iteration 28Q: 3 clusters Score -84738.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -84763.679688 Penalty: 663.292419
	Iteration 29Q: 3 clusters Score -84763.68 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -84789.945312 Penalty: 663.292419
	Iteration 30Q: 3 clusters Score -84789.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -84810.156250 Penalty: 663.292419
	Iteration 31Q: 3 clusters Score -84810.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -84834.351562 Penalty: 663.292419
	Iteration 32Q: 3 clusters Score -84834.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -84866.593750 Penalty: 663.292419
	Iteration 33Q: 3 clusters Score -84866.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -84885.500000 Penalty: 663.292419
	Iteration 34Q: 3 clusters Score -84885.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -84898.671875 Penalty: 663.292419
	Iteration 35Q: 3 clusters Score -84898.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -84909.156250 Penalty: 663.292419
	Iteration 36Q: 3 clusters Score -84909.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -84915.804688 Penalty: 663.292419
	Iteration 37Q: 3 clusters Score -84915.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -84920.757812 Penalty: 663.292419
	Iteration 38Q: 3 clusters Score -84920.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -84924.242188 Penalty: 663.292419
	Iteration 39Q: 3 clusters Score -84924.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -84925.812500 Penalty: 663.292419
	Iteration 40F: 3 clusters Score -84925.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -84928.148438 Penalty: 663.292419
	Iteration 41Q: 3 clusters Score -84928.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -84931.593750 Penalty: 663.292419
	Iteration 42Q: 3 clusters Score -84931.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -84933.703125 Penalty: 663.292419
	Iteration 43Q: 3 clusters Score -84933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -84935.000000 Penalty: 663.292419
	Iteration 44Q: 3 clusters Score -84935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -84937.843750 Penalty: 663.292419
	Iteration 45Q: 3 clusters Score -84937.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -84941.117188 Penalty: 663.292419
	Iteration 46Q: 3 clusters Score -84941.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -84946.046875 Penalty: 663.292419
	Iteration 47Q: 3 clusters Score -84946.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -84948.875000 Penalty: 663.292419
	Iteration 48Q: 3 clusters Score -84948.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -84951.984375 Penalty: 663.292419
	Iteration 49Q: 3 clusters Score -84951.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -84952.726562 Penalty: 663.292419
	Iteration 50Q: 3 clusters Score -84952.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -84954.265625 Penalty: 663.292419
	Iteration 51Q: 3 clusters Score -84954.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -84955.351562 Penalty: 663.292419
	Iteration 52Q: 3 clusters Score -84955.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -84956.859375 Penalty: 663.292419
	Iteration 53Q: 3 clusters Score -84956.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -84957.546875 Penalty: 663.292419
	Iteration 54Q: 3 clusters Score -84957.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -84957.546875 Penalty: 663.292419
	Iteration 55F: 3 clusters Score -84957.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70556 members 
Entering Unmasked Estep 
Score: -3791480.750000 Penalty: 507.969360
	Iteration 0F: 2 clusters Score -3791481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -3743740.250000 Penalty: 1015.938721
	Iteration 0F: 3 clusters Score -3743740 nChanged 34360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -3764296.000000 Penalty: 1015.938721
	Iteration 1F: 3 clusters Score -3764296 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -3764803.500000 Penalty: 1015.938721
	Iteration 2Q: 3 clusters Score -3764804 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -3765535.500000 Penalty: 1015.938721
	Iteration 3Q: 3 clusters Score -3765536 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -3766682.000000 Penalty: 1015.938721
	Iteration 4Q: 3 clusters Score -3766682 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -3768924.500000 Penalty: 1015.938721
	Iteration 5F: 3 clusters Score -3768924 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -3772674.250000 Penalty: 1015.938721
	Iteration 6F: 3 clusters Score -3772674 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -3777374.500000 Penalty: 1015.938721
	Iteration 7F: 3 clusters Score -3777374 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -3781101.500000 Penalty: 1015.938721
	Iteration 8F: 3 clusters Score -3781102 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -3782806.500000 Penalty: 1015.938721
	Iteration 9Q: 3 clusters Score -3782806 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -3783700.000000 Penalty: 1015.938721
	Iteration 10Q: 3 clusters Score -3783700 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -3784373.750000 Penalty: 1015.938721
	Iteration 11Q: 3 clusters Score -3784374 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -3784986.000000 Penalty: 1015.938721
	Iteration 12Q: 3 clusters Score -3784986 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -3785618.000000 Penalty: 1015.938721
	Iteration 13Q: 3 clusters Score -3785618 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -3786324.000000 Penalty: 1015.938721
	Iteration 14Q: 3 clusters Score -3786324 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 64165 members 
Entering Unmasked Estep 
Score: -3787026.500000 Penalty: 1015.938721
	Iteration 15Q: 3 clusters Score -3787026 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -3787703.500000 Penalty: 1015.938721
	Iteration 16Q: 3 clusters Score -3787704 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -3788340.250000 Penalty: 1015.938721
	Iteration 17Q: 3 clusters Score -3788340 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -3788946.000000 Penalty: 1015.938721
	Iteration 18Q: 3 clusters Score -3788946 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -3789424.500000 Penalty: 1015.938721
	Iteration 19Q: 3 clusters Score -3789424 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 68332 members 
Entering Unmasked Estep 
Score: -3789811.000000 Penalty: 1015.938721
	Iteration 20F: 3 clusters Score -3789811 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 68789 members 
Entering Unmasked Estep 
Score: -3790148.000000 Penalty: 1015.938721
	Iteration 21Q: 3 clusters Score -3790148 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -3790416.250000 Penalty: 1015.938721
	Iteration 22Q: 3 clusters Score -3790416 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 69471 members 
Entering Unmasked Estep 
Score: -3790609.750000 Penalty: 1015.938721
	Iteration 23Q: 3 clusters Score -3790610 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 69698 members 
Entering Unmasked Estep 
Score: -3790746.500000 Penalty: 1015.938721
	Iteration 24Q: 3 clusters Score -3790746 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -3790848.500000 Penalty: 1015.938721
	Iteration 25Q: 3 clusters Score -3790848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -3790911.000000 Penalty: 1015.938721
	Iteration 26Q: 3 clusters Score -3790911 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 70031 members 
Entering Unmasked Estep 
Score: -3790955.500000 Penalty: 1015.938721
	Iteration 27Q: 3 clusters Score -3790956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -3790975.750000 Penalty: 1015.938721
	Iteration 28Q: 3 clusters Score -3790976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -3791000.750000 Penalty: 1015.938721
	Iteration 29Q: 3 clusters Score -3791001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -3791021.500000 Penalty: 1015.938721
	Iteration 30Q: 3 clusters Score -3791022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -3791030.250000 Penalty: 1015.938721
	Iteration 31Q: 3 clusters Score -3791030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 70207 members 
Entering Unmasked Estep 
Score: -3791043.250000 Penalty: 1015.938721
	Iteration 32Q: 3 clusters Score -3791043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -3791046.250000 Penalty: 1015.938721
	Iteration 33Q: 3 clusters Score -3791046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -3791048.750000 Penalty: 1015.938721
	Iteration 34Q: 3 clusters Score -3791049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 70243 members 
Entering Unmasked Estep 
Score: -3791053.750000 Penalty: 1015.938721
	Iteration 35Q: 3 clusters Score -3791054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -3791055.500000 Penalty: 1015.938721
	Iteration 36Q: 3 clusters Score -3791056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -3791055.250000 Penalty: 1015.938721
	Iteration 37Q: 3 clusters Score -3791055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -3791053.000000 Penalty: 1015.938721
	Iteration 38Q: 3 clusters Score -3791053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 70266 members 
Entering Unmasked Estep 
Score: -3791058.750000 Penalty: 1015.938721
	Iteration 39Q: 3 clusters Score -3791059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 70272 members 
Entering Unmasked Estep 
Score: -3791060.750000 Penalty: 1015.938721
	Iteration 40F: 3 clusters Score -3791061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -3791066.500000 Penalty: 1015.938721
	Iteration 41Q: 3 clusters Score -3791066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 70291 members 
Entering Unmasked Estep 
Score: -3791072.250000 Penalty: 1015.938721
	Iteration 42Q: 3 clusters Score -3791072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -3791077.000000 Penalty: 1015.938721
	Iteration 43Q: 3 clusters Score -3791077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -3791081.750000 Penalty: 1015.938721
	Iteration 44Q: 3 clusters Score -3791082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -3791082.000000 Penalty: 1015.938721
	Iteration 45Q: 3 clusters Score -3791082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -3791084.000000 Penalty: 1015.938721
	Iteration 46Q: 3 clusters Score -3791084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -3791080.500000 Penalty: 1015.938721
	Iteration 47Q: 3 clusters Score -3791080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -3791084.500000 Penalty: 1015.938721
	Iteration 48Q: 3 clusters Score -3791084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -3791084.000000 Penalty: 1015.938721
	Iteration 49Q: 3 clusters Score -3791084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -3791084.000000 Penalty: 1015.938721
	Iteration 50F: 3 clusters Score -3791084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (63144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Entering Unmasked Estep 
Score: -3442733.000000 Penalty: 502.919373
	Iteration 0F: 2 clusters Score -3442733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -3400461.750000 Penalty: 1005.838745
	Iteration 0F: 3 clusters Score -3400462 nChanged 30534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3420078.750000 Penalty: 1005.838745
	Iteration 1F: 3 clusters Score -3420079 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3422029.000000 Penalty: 1005.838745
	Iteration 2F: 3 clusters Score -3422029 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3425021.250000 Penalty: 1005.838745
	Iteration 3F: 3 clusters Score -3425021 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3428768.500000 Penalty: 1005.838745
	Iteration 4F: 3 clusters Score -3428768 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -3431323.500000 Penalty: 1005.838745
	Iteration 5F: 3 clusters Score -3431324 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3432218.750000 Penalty: 1005.838745
	Iteration 6Q: 3 clusters Score -3432219 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3432551.500000 Penalty: 1005.838745
	Iteration 7Q: 3 clusters Score -3432552 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -3432740.750000 Penalty: 1005.838745
	Iteration 8Q: 3 clusters Score -3432741 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3433006.750000 Penalty: 1005.838745
	Iteration 9Q: 3 clusters Score -3433007 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3433240.500000 Penalty: 1005.838745
	Iteration 10Q: 3 clusters Score -3433240 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3433520.750000 Penalty: 1005.838745
	Iteration 11Q: 3 clusters Score -3433521 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3433831.250000 Penalty: 1005.838745
	Iteration 12Q: 3 clusters Score -3433831 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -3434225.500000 Penalty: 1005.838745
	Iteration 13Q: 3 clusters Score -3434226 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3434707.000000 Penalty: 1005.838745
	Iteration 14Q: 3 clusters Score -3434707 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3435275.500000 Penalty: 1005.838745
	Iteration 15Q: 3 clusters Score -3435276 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3435879.750000 Penalty: 1005.838745
	Iteration 16Q: 3 clusters Score -3435880 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -3436591.000000 Penalty: 1005.838745
	Iteration 17Q: 3 clusters Score -3436591 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3437277.000000 Penalty: 1005.838745
	Iteration 18Q: 3 clusters Score -3437277 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -3437959.250000 Penalty: 1005.838745
	Iteration 19Q: 3 clusters Score -3437959 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -3438698.250000 Penalty: 1005.838745
	Iteration 20F: 3 clusters Score -3438698 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3439369.250000 Penalty: 1005.838745
	Iteration 21Q: 3 clusters Score -3439369 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3440045.500000 Penalty: 1005.838745
	Iteration 22Q: 3 clusters Score -3440046 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3440609.000000 Penalty: 1005.838745
	Iteration 23Q: 3 clusters Score -3440609 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3441002.750000 Penalty: 1005.838745
	Iteration 24Q: 3 clusters Score -3441003 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3441238.750000 Penalty: 1005.838745
	Iteration 25Q: 3 clusters Score -3441239 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3441408.000000 Penalty: 1005.838745
	Iteration 26Q: 3 clusters Score -3441408 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3441478.750000 Penalty: 1005.838745
	Iteration 27Q: 3 clusters Score -3441479 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3441503.000000 Penalty: 1005.838745
	Iteration 28Q: 3 clusters Score -3441503 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3441522.250000 Penalty: 1005.838745
	Iteration 29Q: 3 clusters Score -3441522 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3441528.250000 Penalty: 1005.838745
	Iteration 30Q: 3 clusters Score -3441528 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3441537.500000 Penalty: 1005.838745
	Iteration 31Q: 3 clusters Score -3441538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3441538.750000 Penalty: 1005.838745
	Iteration 32Q: 3 clusters Score -3441539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3441542.750000 Penalty: 1005.838745
	Iteration 33Q: 3 clusters Score -3441543 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3441549.000000 Penalty: 1005.838745
	Iteration 34Q: 3 clusters Score -3441549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3441540.250000 Penalty: 1005.838745
	Iteration 35Q: 3 clusters Score -3441540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3441544.750000 Penalty: 1005.838745
	Iteration 36Q: 3 clusters Score -3441545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3441542.000000 Penalty: 1005.838745
	Iteration 37Q: 3 clusters Score -3441542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3441541.250000 Penalty: 1005.838745
	Iteration 38Q: 3 clusters Score -3441541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3441546.750000 Penalty: 1005.838745
	Iteration 39Q: 3 clusters Score -3441547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3441549.500000 Penalty: 1005.838745
	Iteration 40F: 3 clusters Score -3441550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3441551.250000 Penalty: 1005.838745
	Iteration 41Q: 3 clusters Score -3441551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3441556.500000 Penalty: 1005.838745
	Iteration 42Q: 3 clusters Score -3441556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -3441556.000000 Penalty: 1005.838745
	Iteration 43Q: 3 clusters Score -3441556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3441557.000000 Penalty: 1005.838745
	Iteration 44Q: 3 clusters Score -3441557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3441551.000000 Penalty: 1005.838745
	Iteration 45Q: 3 clusters Score -3441551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3441546.250000 Penalty: 1005.838745
	Iteration 46Q: 3 clusters Score -3441546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3441547.500000 Penalty: 1005.838745
	Iteration 47Q: 3 clusters Score -3441548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3441549.000000 Penalty: 1005.838745
	Iteration 48Q: 3 clusters Score -3441549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3441547.000000 Penalty: 1005.838745
	Iteration 49Q: 3 clusters Score -3441547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3441546.500000 Penalty: 1005.838745
	Iteration 50Q: 3 clusters Score -3441546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -3441542.750000 Penalty: 1005.838745
	Iteration 51Q: 3 clusters Score -3441543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3441548.500000 Penalty: 1005.838745
	Iteration 52Q: 3 clusters Score -3441548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3441544.250000 Penalty: 1005.838745
	Iteration 53Q: 3 clusters Score -3441544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3441543.500000 Penalty: 1005.838745
	Iteration 54Q: 3 clusters Score -3441544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3441546.000000 Penalty: 1005.838745
	Iteration 55Q: 3 clusters Score -3441546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3441553.750000 Penalty: 1005.838745
	Iteration 56Q: 3 clusters Score -3441554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -3441551.250000 Penalty: 1005.838745
	Iteration 57Q: 3 clusters Score -3441551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3441549.500000 Penalty: 1005.838745
	Iteration 58Q: 3 clusters Score -3441550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -3441549.750000 Penalty: 1005.838745
	Iteration 59Q: 3 clusters Score -3441550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3441550.250000 Penalty: 1005.838745
	Iteration 60F: 3 clusters Score -3441550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3441546.000000 Penalty: 1005.838745
	Iteration 61Q: 3 clusters Score -3441546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -3441543.250000 Penalty: 1005.838745
	Iteration 62Q: 3 clusters Score -3441543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -3441538.000000 Penalty: 1005.838745
	Iteration 63Q: 3 clusters Score -3441538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3441536.000000 Penalty: 1005.838745
	Iteration 64Q: 3 clusters Score -3441536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3441527.250000 Penalty: 1005.838745
	Iteration 65Q: 3 clusters Score -3441527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3441525.250000 Penalty: 1005.838745
	Iteration 66Q: 3 clusters Score -3441525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3441511.250000 Penalty: 1005.838745
	Iteration 67Q: 3 clusters Score -3441511 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3441507.750000 Penalty: 1005.838745
	Iteration 68Q: 3 clusters Score -3441508 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3441509.000000 Penalty: 1005.838745
	Iteration 69Q: 3 clusters Score -3441509 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3441511.000000 Penalty: 1005.838745
	Iteration 70Q: 3 clusters Score -3441511 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3441502.750000 Penalty: 1005.838745
	Iteration 71Q: 3 clusters Score -3441503 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3441503.750000 Penalty: 1005.838745
	Iteration 72Q: 3 clusters Score -3441504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3441506.500000 Penalty: 1005.838745
	Iteration 73Q: 3 clusters Score -3441506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3441501.750000 Penalty: 1005.838745
	Iteration 74Q: 3 clusters Score -3441502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3441510.750000 Penalty: 1005.838745
	Iteration 75Q: 3 clusters Score -3441511 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3441502.250000 Penalty: 1005.838745
	Iteration 76Q: 3 clusters Score -3441502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3441512.500000 Penalty: 1005.838745
	Iteration 77Q: 3 clusters Score -3441512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3441499.250000 Penalty: 1005.838745
	Iteration 78Q: 3 clusters Score -3441499 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3441499.750000 Penalty: 1005.838745
	Iteration 79Q: 3 clusters Score -3441500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3441508.000000 Penalty: 1005.838745
	Iteration 80F: 3 clusters Score -3441508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3441510.000000 Penalty: 1005.838745
	Iteration 81Q: 3 clusters Score -3441510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -3441500.250000 Penalty: 1005.838745
	Iteration 82Q: 3 clusters Score -3441500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -3441499.250000 Penalty: 1005.838745
	Iteration 83Q: 3 clusters Score -3441499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3441496.250000 Penalty: 1005.838745
	Iteration 84Q: 3 clusters Score -3441496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3441490.000000 Penalty: 1005.838745
	Iteration 85Q: 3 clusters Score -3441490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3441481.250000 Penalty: 1005.838745
	Iteration 86Q: 3 clusters Score -3441481 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3441481.750000 Penalty: 1005.838745
	Iteration 87Q: 3 clusters Score -3441482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3441489.000000 Penalty: 1005.838745
	Iteration 88Q: 3 clusters Score -3441489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -3441481.750000 Penalty: 1005.838745
	Iteration 89Q: 3 clusters Score -3441482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3441483.750000 Penalty: 1005.838745
	Iteration 90Q: 3 clusters Score -3441484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3441484.250000 Penalty: 1005.838745
	Iteration 91Q: 3 clusters Score -3441484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3441480.750000 Penalty: 1005.838745
	Iteration 92Q: 3 clusters Score -3441481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3441480.000000 Penalty: 1005.838745
	Iteration 93Q: 3 clusters Score -3441480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3441480.000000 Penalty: 1005.838745
	Iteration 94Q: 3 clusters Score -3441480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3441480.750000 Penalty: 1005.838745
	Iteration 95Q: 3 clusters Score -3441481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3441476.750000 Penalty: 1005.838745
	Iteration 96Q: 3 clusters Score -3441477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3441478.000000 Penalty: 1005.838745
	Iteration 97Q: 3 clusters Score -3441478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3441476.750000 Penalty: 1005.838745
	Iteration 98Q: 3 clusters Score -3441477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -3441479.750000 Penalty: 1005.838745
	Iteration 99Q: 3 clusters Score -3441480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3441478.750000 Penalty: 1005.838745
	Iteration 100F: 3 clusters Score -3441479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -3441487.250000 Penalty: 1005.838745
	Iteration 101Q: 3 clusters Score -3441487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3441485.750000 Penalty: 1005.838745
	Iteration 102Q: 3 clusters Score -3441486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3441486.250000 Penalty: 1005.838745
	Iteration 103Q: 3 clusters Score -3441486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3441477.250000 Penalty: 1005.838745
	Iteration 104Q: 3 clusters Score -3441477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3441479.250000 Penalty: 1005.838745
	Iteration 105Q: 3 clusters Score -3441479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3441477.250000 Penalty: 1005.838745
	Iteration 106Q: 3 clusters Score -3441477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3441471.500000 Penalty: 1005.838745
	Iteration 107Q: 3 clusters Score -3441472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3441477.750000 Penalty: 1005.838745
	Iteration 108Q: 3 clusters Score -3441478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3441483.000000 Penalty: 1005.838745
	Iteration 109Q: 3 clusters Score -3441483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3441482.000000 Penalty: 1005.838745
	Iteration 110Q: 3 clusters Score -3441482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3441483.250000 Penalty: 1005.838745
	Iteration 111Q: 3 clusters Score -3441483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3441478.000000 Penalty: 1005.838745
	Iteration 112Q: 3 clusters Score -3441478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3441482.000000 Penalty: 1005.838745
	Iteration 113Q: 3 clusters Score -3441482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3441476.750000 Penalty: 1005.838745
	Iteration 114Q: 3 clusters Score -3441477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3441478.500000 Penalty: 1005.838745
	Iteration 115Q: 3 clusters Score -3441478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3441479.000000 Penalty: 1005.838745
	Iteration 116Q: 3 clusters Score -3441479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3441480.000000 Penalty: 1005.838745
	Iteration 117Q: 3 clusters Score -3441480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3441473.000000 Penalty: 1005.838745
	Iteration 118Q: 3 clusters Score -3441473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3441467.750000 Penalty: 1005.838745
	Iteration 119Q: 3 clusters Score -3441468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3441470.000000 Penalty: 1005.838745
	Iteration 120F: 3 clusters Score -3441470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3441472.750000 Penalty: 1005.838745
	Iteration 121Q: 3 clusters Score -3441473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3441469.500000 Penalty: 1005.838745
	Iteration 122Q: 3 clusters Score -3441470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3441469.500000 Penalty: 1005.838745
	Iteration 123Q: 3 clusters Score -3441470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3441469.000000 Penalty: 1005.838745
	Iteration 124Q: 3 clusters Score -3441469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3441469.000000 Penalty: 1005.838745
	Iteration 125F: 3 clusters Score -3441469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -89340.960938 Penalty: 338.258728
	Iteration 0F: 2 clusters Score -89340.96 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 878 members 
Entering Unmasked Estep 
Score: -88078.718750 Penalty: 676.517456
	Iteration 0F: 3 clusters Score -88078.72 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -88467.382812 Penalty: 676.517456
	Iteration 1F: 3 clusters Score -88467.38 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -88540.406250 Penalty: 676.517456
	Iteration 2F: 3 clusters Score -88540.41 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -88625.578125 Penalty: 676.517456
	Iteration 3F: 3 clusters Score -88625.58 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -88712.351562 Penalty: 676.517456
	Iteration 4F: 3 clusters Score -88712.35 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -88786.929688 Penalty: 676.517456
	Iteration 5F: 3 clusters Score -88786.93 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -88851.992188 Penalty: 676.517456
	Iteration 6Q: 3 clusters Score -88851.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -88900.828125 Penalty: 676.517456
	Iteration 7Q: 3 clusters Score -88900.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -88931.531250 Penalty: 676.517456
	Iteration 8Q: 3 clusters Score -88931.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -88967.960938 Penalty: 676.517456
	Iteration 9Q: 3 clusters Score -88967.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -88998.117188 Penalty: 676.517456
	Iteration 10Q: 3 clusters Score -88998.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -89012.929688 Penalty: 676.517456
	Iteration 11Q: 3 clusters Score -89012.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -89024.710938 Penalty: 676.517456
	Iteration 12Q: 3 clusters Score -89024.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -89035.531250 Penalty: 676.517456
	Iteration 13Q: 3 clusters Score -89035.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -89043.695312 Penalty: 676.517456
	Iteration 14Q: 3 clusters Score -89043.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -89052.453125 Penalty: 676.517456
	Iteration 15Q: 3 clusters Score -89052.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -89054.500000 Penalty: 676.517456
	Iteration 16Q: 3 clusters Score -89054.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -89055.765625 Penalty: 676.517456
	Iteration 17Q: 3 clusters Score -89055.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -89056.671875 Penalty: 676.517456
	Iteration 18Q: 3 clusters Score -89056.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -89058.960938 Penalty: 676.517456
	Iteration 19Q: 3 clusters Score -89058.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -89061.984375 Penalty: 676.517456
	Iteration 20F: 3 clusters Score -89061.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -89067.257812 Penalty: 676.517456
	Iteration 21Q: 3 clusters Score -89067.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -89069.671875 Penalty: 676.517456
	Iteration 22Q: 3 clusters Score -89069.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -89069.898438 Penalty: 676.517456
	Iteration 23Q: 3 clusters Score -89069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -89069.898438 Penalty: 676.517456
	Iteration 24F: 3 clusters Score -89069.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (117102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117102 members 
Entering Unmasked Estep 
Score: -6359904.000000 Penalty: 531.021423
	Iteration 0F: 2 clusters Score -6359904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 58727 members 
Entering Unmasked Estep 
Score: -6284420.000000 Penalty: 1062.042847
	Iteration 0F: 3 clusters Score -6284420 nChanged 57603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -6322758.000000 Penalty: 1062.042847
	Iteration 1F: 3 clusters Score -6322758 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -6326713.500000 Penalty: 1062.042847
	Iteration 2F: 3 clusters Score -6326714 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -6332929.000000 Penalty: 1062.042847
	Iteration 3F: 3 clusters Score -6332929 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 76414 members 
Entering Unmasked Estep 
Score: -6340723.500000 Penalty: 1062.042847
	Iteration 4F: 3 clusters Score -6340724 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -6347207.500000 Penalty: 1062.042847
	Iteration 5F: 3 clusters Score -6347208 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 79812 members 
Entering Unmasked Estep 
Score: -6350656.500000 Penalty: 1062.042847
	Iteration 6Q: 3 clusters Score -6350656 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -6352501.000000 Penalty: 1062.042847
	Iteration 7Q: 3 clusters Score -6352501 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -6353768.000000 Penalty: 1062.042847
	Iteration 8Q: 3 clusters Score -6353768 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6354820 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6355865 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 80657 members 
Entering Unmasked Estep 
Score: -6356745.500000 Penalty: 1062.042847
	Iteration 11Q: 3 clusters Score -6356746 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -6357466.000000 Penalty: 1062.042847
	Iteration 12Q: 3 clusters Score -6357466 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 79752 members 
Entering Unmasked Estep 
Score: -6358113.500000 Penalty: 1062.042847
	Iteration 13Q: 3 clusters Score -6358114 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -6358699.000000 Penalty: 1062.042847
	Iteration 14Q: 3 clusters Score -6358699 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -6359302.000000 Penalty: 1062.042847
	Iteration 15Q: 3 clusters Score -6359302 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -6359713.000000 Penalty: 1062.042847
	Iteration 16Q: 3 clusters Score -6359713 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 76435 members 
Entering Unmasked Estep 
Score: -6360024.500000 Penalty: 1062.042847
	Iteration 17Q: 3 clusters Score -6360024 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -6360249.500000 Penalty: 1062.042847
	Iteration 18Q: 3 clusters Score -6360250 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -6360409.000000 Penalty: 1062.042847
	Iteration 19Q: 3 clusters Score -6360409 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -6360668.500000 Penalty: 1062.042847
	Iteration 20F: 3 clusters Score -6360668 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -6360840.500000 Penalty: 1062.042847
	Iteration 21Q: 3 clusters Score -6360840 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -6360976.000000 Penalty: 1062.042847
	Iteration 22Q: 3 clusters Score -6360976 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -6361078.000000 Penalty: 1062.042847
	Iteration 23Q: 3 clusters Score -6361078 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -6361147.000000 Penalty: 1062.042847
	Iteration 24Q: 3 clusters Score -6361147 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -6361188.500000 Penalty: 1062.042847
	Iteration 25Q: 3 clusters Score -6361188 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -6361242.000000 Penalty: 1062.042847
	Iteration 26Q: 3 clusters Score -6361242 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -6361289.000000 Penalty: 1062.042847
	Iteration 27Q: 3 clusters Score -6361289 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -6361375.500000 Penalty: 1062.042847
	Iteration 28Q: 3 clusters Score -6361376 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -6361430.000000 Penalty: 1062.042847
	Iteration 29Q: 3 clusters Score -6361430 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -6361482.000000 Penalty: 1062.042847
	Iteration 30Q: 3 clusters Score -6361482 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -6361538.000000 Penalty: 1062.042847
	Iteration 31Q: 3 clusters Score -6361538 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -6361585.000000 Penalty: 1062.042847
	Iteration 32Q: 3 clusters Score -6361585 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -6361642.500000 Penalty: 1062.042847
	Iteration 33Q: 3 clusters Score -6361642 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -6361706.000000 Penalty: 1062.042847
	Iteration 34Q: 3 clusters Score -6361706 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -6361744.000000 Penalty: 1062.042847
	Iteration 35Q: 3 clusters Score -6361744 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -6361770.500000 Penalty: 1062.042847
	Iteration 36Q: 3 clusters Score -6361770 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -6361808.500000 Penalty: 1062.042847
	Iteration 37Q: 3 clusters Score -6361808 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -6361848.000000 Penalty: 1062.042847
	Iteration 38Q: 3 clusters Score -6361848 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -6361893.000000 Penalty: 1062.042847
	Iteration 39Q: 3 clusters Score -6361893 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -6361960.500000 Penalty: 1062.042847
	Iteration 40F: 3 clusters Score -6361960 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -6361984.000000 Penalty: 1062.042847
	Iteration 41Q: 3 clusters Score -6361984 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -6362021.000000 Penalty: 1062.042847
	Iteration 42Q: 3 clusters Score -6362021 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6362094 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -6362087.500000 Penalty: 1062.042847
	Iteration 44Q: 3 clusters Score -6362088 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -6362105.500000 Penalty: 1062.042847
	Iteration 45Q: 3 clusters Score -6362106 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -6362131.500000 Penalty: 1062.042847
	Iteration 46Q: 3 clusters Score -6362132 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -6362127.500000 Penalty: 1062.042847
	Iteration 47Q: 3 clusters Score -6362128 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -6362154.500000 Penalty: 1062.042847
	Iteration 48Q: 3 clusters Score -6362154 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -6362178.000000 Penalty: 1062.042847
	Iteration 49Q: 3 clusters Score -6362178 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -6362202.000000 Penalty: 1062.042847
	Iteration 50Q: 3 clusters Score -6362202 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -6362238.500000 Penalty: 1062.042847
	Iteration 51Q: 3 clusters Score -6362238 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -6362234.000000 Penalty: 1062.042847
	Iteration 52Q: 3 clusters Score -6362234 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -6362284.500000 Penalty: 1062.042847
	Iteration 53Q: 3 clusters Score -6362284 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -6362310.500000 Penalty: 1062.042847
	Iteration 54Q: 3 clusters Score -6362310 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -6362317.000000 Penalty: 1062.042847
	Iteration 55Q: 3 clusters Score -6362317 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -6362331.500000 Penalty: 1062.042847
	Iteration 56Q: 3 clusters Score -6362332 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -6362339.000000 Penalty: 1062.042847
	Iteration 57Q: 3 clusters Score -6362339 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -6362311.000000 Penalty: 1062.042847
	Iteration 58Q: 3 clusters Score -6362311 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -6362343.500000 Penalty: 1062.042847
	Iteration 59Q: 3 clusters Score -6362344 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -6362340.500000 Penalty: 1062.042847
	Iteration 60F: 3 clusters Score -6362340 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70049 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -6362346.500000 Penalty: 1062.042847
	Iteration 61Q: 3 clusters Score -6362346 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -6362353.000000 Penalty: 1062.042847
	Iteration 62Q: 3 clusters Score -6362353 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -6362403.000000 Penalty: 1062.042847
	Iteration 63Q: 3 clusters Score -6362403 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -6362437.500000 Penalty: 1062.042847
	Iteration 64Q: 3 clusters Score -6362438 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -6362402.000000 Penalty: 1062.042847
	Iteration 65Q: 3 clusters Score -6362402 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -6362404.500000 Penalty: 1062.042847
	Iteration 66Q: 3 clusters Score -6362404 nChanged 900
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -6362445.000000 Penalty: 1062.042847
	Iteration 67Q: 3 clusters Score -6362445 nChanged 803
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -6362492.000000 Penalty: 1062.042847
	Iteration 68Q: 3 clusters Score -6362492 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -6362463.500000 Penalty: 1062.042847
	Iteration 69Q: 3 clusters Score -6362464 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -6362458.500000 Penalty: 1062.042847
	Iteration 70Q: 3 clusters Score -6362458 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -6362463.000000 Penalty: 1062.042847
	Iteration 71Q: 3 clusters Score -6362463 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -6362427.000000 Penalty: 1062.042847
	Iteration 72Q: 3 clusters Score -6362427 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -6362411.000000 Penalty: 1062.042847
	Iteration 73Q: 3 clusters Score -6362411 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -6362408.000000 Penalty: 1062.042847
	Iteration 74Q: 3 clusters Score -6362408 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -6362384.000000 Penalty: 1062.042847
	Iteration 75Q: 3 clusters Score -6362384 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -6362398.000000 Penalty: 1062.042847
	Iteration 76Q: 3 clusters Score -6362398 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6362384 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -6362369.500000 Penalty: 1062.042847
	Iteration 78Q: 3 clusters Score -6362370 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -6362362.500000 Penalty: 1062.042847
	Iteration 79Q: 3 clusters Score -6362362 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -6362345.000000 Penalty: 1062.042847
	Iteration 80F: 3 clusters Score -6362345 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -6362323.000000 Penalty: 1062.042847
	Iteration 81Q: 3 clusters Score -6362323 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -6362341.000000 Penalty: 1062.042847
	Iteration 82Q: 3 clusters Score -6362341 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -6362310.500000 Penalty: 1062.042847
	Iteration 83Q: 3 clusters Score -6362310 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -6362324.500000 Penalty: 1062.042847
	Iteration 84Q: 3 clusters Score -6362324 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -6362325.500000 Penalty: 1062.042847
	Iteration 85Q: 3 clusters Score -6362326 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -6362295.500000 Penalty: 1062.042847
	Iteration 86Q: 3 clusters Score -6362296 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84492 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -6362305.000000 Penalty: 1062.042847
	Iteration 87Q: 3 clusters Score -6362305 nChanged 292
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Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -6362260.000000 Penalty: 1062.042847
	Iteration 88Q: 3 clusters Score -6362260 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -6362249.500000 Penalty: 1062.042847
	Iteration 89Q: 3 clusters Score -6362250 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -6362247.500000 Penalty: 1062.042847
	Iteration 90Q: 3 clusters Score -6362248 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6362246 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -6362197.000000 Penalty: 1062.042847
	Iteration 92Q: 3 clusters Score -6362197 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -6362188.000000 Penalty: 1062.042847
	Iteration 93Q: 3 clusters Score -6362188 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -6362192.000000 Penalty: 1062.042847
	Iteration 94Q: 3 clusters Score -6362192 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6362206 nChanged 295
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Mstep: Class 1 contains 86841 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -6362176.000000 Penalty: 1062.042847
	Iteration 96Q: 3 clusters Score -6362176 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -6362162.000000 Penalty: 1062.042847
	Iteration 97Q: 3 clusters Score -6362162 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87394 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -6362138.500000 Penalty: 1062.042847
	Iteration 98Q: 3 clusters Score -6362138 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -6362124.500000 Penalty: 1062.042847
	Iteration 99Q: 3 clusters Score -6362124 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6362100 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -6362071.500000 Penalty: 1062.042847
	Iteration 101Q: 3 clusters Score -6362072 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -6362059.500000 Penalty: 1062.042847
	Iteration 102Q: 3 clusters Score -6362060 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -6362033.500000 Penalty: 1062.042847
	Iteration 103Q: 3 clusters Score -6362034 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6362030 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -6362015.500000 Penalty: 1062.042847
	Iteration 105Q: 3 clusters Score -6362016 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -6361986.000000 Penalty: 1062.042847
	Iteration 106Q: 3 clusters Score -6361986 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89894 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -6361960.500000 Penalty: 1062.042847
	Iteration 107Q: 3 clusters Score -6361960 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90162 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -6361942.500000 Penalty: 1062.042847
	Iteration 108Q: 3 clusters Score -6361942 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90427 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -6361948.500000 Penalty: 1062.042847
	Iteration 109Q: 3 clusters Score -6361948 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -6361918.000000 Penalty: 1062.042847
	Iteration 110Q: 3 clusters Score -6361918 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -6361923.000000 Penalty: 1062.042847
	Iteration 111Q: 3 clusters Score -6361923 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91196 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6361930 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -6361907.000000 Penalty: 1062.042847
	Iteration 113Q: 3 clusters Score -6361907 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -6361888.000000 Penalty: 1062.042847
	Iteration 114Q: 3 clusters Score -6361888 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91832 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -6361889.500000 Penalty: 1062.042847
	Iteration 115Q: 3 clusters Score -6361890 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -6361886.000000 Penalty: 1062.042847
	Iteration 116Q: 3 clusters Score -6361886 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92240 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -6361876.000000 Penalty: 1062.042847
	Iteration 117Q: 3 clusters Score -6361876 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92433 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -6361860.500000 Penalty: 1062.042847
	Iteration 118Q: 3 clusters Score -6361860 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -6361855.000000 Penalty: 1062.042847
	Iteration 119Q: 3 clusters Score -6361855 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -6361850.500000 Penalty: 1062.042847
	Iteration 120F: 3 clusters Score -6361850 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -6361853.000000 Penalty: 1062.042847
	Iteration 121Q: 3 clusters Score -6361853 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -6361838.000000 Penalty: 1062.042847
	Iteration 122Q: 3 clusters Score -6361838 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -6361795.500000 Penalty: 1062.042847
	Iteration 123Q: 3 clusters Score -6361796 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -6361774.000000 Penalty: 1062.042847
	Iteration 124Q: 3 clusters Score -6361774 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -6361747.500000 Penalty: 1062.042847
	Iteration 125Q: 3 clusters Score -6361748 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -6361718.000000 Penalty: 1062.042847
	Iteration 126Q: 3 clusters Score -6361718 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94079 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -6361718.000000 Penalty: 1062.042847
	Iteration 127Q: 3 clusters Score -6361718 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -6361666.000000 Penalty: 1062.042847
	Iteration 128Q: 3 clusters Score -6361666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -6361649.000000 Penalty: 1062.042847
	Iteration 129Q: 3 clusters Score -6361649 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -6361642.000000 Penalty: 1062.042847
	Iteration 130Q: 3 clusters Score -6361642 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94725 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -6361648.000000 Penalty: 1062.042847
	Iteration 131Q: 3 clusters Score -6361648 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -6361639.500000 Penalty: 1062.042847
	Iteration 132Q: 3 clusters Score -6361640 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -6361622.500000 Penalty: 1062.042847
	Iteration 133Q: 3 clusters Score -6361622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95086 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6361622 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -6361598.000000 Penalty: 1062.042847
	Iteration 135Q: 3 clusters Score -6361598 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -6361587.000000 Penalty: 1062.042847
	Iteration 136Q: 3 clusters Score -6361587 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -6361577.500000 Penalty: 1062.042847
	Iteration 137Q: 3 clusters Score -6361578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -6361571.000000 Penalty: 1062.042847
	Iteration 138Q: 3 clusters Score -6361571 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -6361578.500000 Penalty: 1062.042847
	Iteration 139Q: 3 clusters Score -6361578 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -6361539.000000 Penalty: 1062.042847
	Iteration 140F: 3 clusters Score -6361539 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95759 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -6361529.000000 Penalty: 1062.042847
	Iteration 141Q: 3 clusters Score -6361529 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95838 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -6361529.000000 Penalty: 1062.042847
	Iteration 142Q: 3 clusters Score -6361529 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -6361517.000000 Penalty: 1062.042847
	Iteration 143Q: 3 clusters Score -6361517 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96017 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -6361506.500000 Penalty: 1062.042847
	Iteration 144Q: 3 clusters Score -6361506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -6361482.000000 Penalty: 1062.042847
	Iteration 145Q: 3 clusters Score -6361482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -6361446.500000 Penalty: 1062.042847
	Iteration 146Q: 3 clusters Score -6361446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96253 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -6361432.500000 Penalty: 1062.042847
	Iteration 147Q: 3 clusters Score -6361432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -6361429.500000 Penalty: 1062.042847
	Iteration 148Q: 3 clusters Score -6361430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -6361437.000000 Penalty: 1062.042847
	Iteration 149Q: 3 clusters Score -6361437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -6361432.500000 Penalty: 1062.042847
	Iteration 150Q: 3 clusters Score -6361432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -6361421.500000 Penalty: 1062.042847
	Iteration 151Q: 3 clusters Score -6361422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96488 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -6361413.500000 Penalty: 1062.042847
	Iteration 152Q: 3 clusters Score -6361414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96531 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -6361407.500000 Penalty: 1062.042847
	Iteration 153Q: 3 clusters Score -6361408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -6361420.000000 Penalty: 1062.042847
	Iteration 154Q: 3 clusters Score -6361420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -6361400.500000 Penalty: 1062.042847
	Iteration 155Q: 3 clusters Score -6361400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -6361393.500000 Penalty: 1062.042847
	Iteration 156Q: 3 clusters Score -6361394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -6361398.500000 Penalty: 1062.042847
	Iteration 157Q: 3 clusters Score -6361398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96793 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -6361393.000000 Penalty: 1062.042847
	Iteration 158Q: 3 clusters Score -6361393 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96856 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -6361388.000000 Penalty: 1062.042847
	Iteration 159Q: 3 clusters Score -6361388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -6361378.000000 Penalty: 1062.042847
	Iteration 160F: 3 clusters Score -6361378 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -6361368.500000 Penalty: 1062.042847
	Iteration 161Q: 3 clusters Score -6361368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97136 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -6361371.500000 Penalty: 1062.042847
	Iteration 162Q: 3 clusters Score -6361372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -6361367.000000 Penalty: 1062.042847
	Iteration 163Q: 3 clusters Score -6361367 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97310 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -6361360.000000 Penalty: 1062.042847
	Iteration 164Q: 3 clusters Score -6361360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97390 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -6361347.000000 Penalty: 1062.042847
	Iteration 165Q: 3 clusters Score -6361347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -6361345.500000 Penalty: 1062.042847
	Iteration 166Q: 3 clusters Score -6361346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -6361336.000000 Penalty: 1062.042847
	Iteration 167Q: 3 clusters Score -6361336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -6361335.500000 Penalty: 1062.042847
	Iteration 168Q: 3 clusters Score -6361336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97588 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -6361321.500000 Penalty: 1062.042847
	Iteration 169Q: 3 clusters Score -6361322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97642 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -6361317.000000 Penalty: 1062.042847
	Iteration 170Q: 3 clusters Score -6361317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -6361297.500000 Penalty: 1062.042847
	Iteration 171Q: 3 clusters Score -6361298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -6361300.000000 Penalty: 1062.042847
	Iteration 172Q: 3 clusters Score -6361300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -6361295.500000 Penalty: 1062.042847
	Iteration 173Q: 3 clusters Score -6361296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97778 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -6361289.000000 Penalty: 1062.042847
	Iteration 174Q: 3 clusters Score -6361289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97785 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -6361287.000000 Penalty: 1062.042847
	Iteration 175Q: 3 clusters Score -6361287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97790 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -6361287.000000 Penalty: 1062.042847
	Iteration 176Q: 3 clusters Score -6361287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97799 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -6361291.000000 Penalty: 1062.042847
	Iteration 177Q: 3 clusters Score -6361291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -6361290.500000 Penalty: 1062.042847
	Iteration 178Q: 3 clusters Score -6361290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97813 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -6361289.000000 Penalty: 1062.042847
	Iteration 179Q: 3 clusters Score -6361289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -6361285.500000 Penalty: 1062.042847
	Iteration 180F: 3 clusters Score -6361286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -6361288.000000 Penalty: 1062.042847
	Iteration 181Q: 3 clusters Score -6361288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -6361288.000000 Penalty: 1062.042847
	Iteration 182F: 3 clusters Score -6361288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 86302 members 
Mstep: Class 3 contains 15286 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 36885 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 126743 members 
Mstep: Class 8 contains 75996 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 44456 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 58553 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 70556 members 
Mstep: Class 20 contains 63144 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 97821 members 
Mstep: Class 23 contains 72048 members 
Mstep: Class 24 contains 9143 members 
Mstep: Class 25 contains 2848 members 
Mstep: Class 26 contains 14354 members 
Mstep: Class 27 contains 161478 members 
Mstep: Class 28 contains 5080 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 48320 members 
Mstep: Class 31 contains 40467 members 
Mstep: Class 32 contains 59785 members 
Mstep: Class 33 contains 94222 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2343 members 
Mstep: Class 36 contains 141094 members 
Mstep: Class 37 contains 18358 members 
Mstep: Class 38 contains 38231 members 
Mstep: Class 39 contains 66157 members 
Mstep: Class 40 contains 162 members 
Mstep: Class 41 contains 16073 members 
Mstep: Class 42 contains 5213 members 
Mstep: Class 43 contains 73438 members 
Mstep: Class 44 contains 94763 members 
Mstep: Class 45 contains 5811 members 
Mstep: Class 46 contains 4537 members 
Mstep: Class 47 contains 27311 members 
Mstep: Class 48 contains 19281 members 
Entering Unmasked Estep 
Score: -87452832.000000 Penalty: 31370.535156
Splitting cluster 22 changes total score from -87451912.000000 to -87452832.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 23 (72048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72048 members 
Entering Unmasked Estep 
Score: -3791366.000000 Penalty: 508.921509
	Iteration 0F: 2 clusters Score -3791366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -3742860.000000 Penalty: 1017.843018
	Iteration 0F: 3 clusters Score -3742860 nChanged 35085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -3764578.500000 Penalty: 1017.843018
	Iteration 1F: 3 clusters Score -3764578 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -3766790.750000 Penalty: 1017.843018
	Iteration 2F: 3 clusters Score -3766791 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -3770557.500000 Penalty: 1017.843018
	Iteration 3F: 3 clusters Score -3770558 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -3775957.000000 Penalty: 1017.843018
	Iteration 4F: 3 clusters Score -3775957 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -3781850.250000 Penalty: 1017.843018
	Iteration 5F: 3 clusters Score -3781850 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -3786087.500000 Penalty: 1017.843018
	Iteration 6F: 3 clusters Score -3786088 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -3788425.250000 Penalty: 1017.843018
	Iteration 7Q: 3 clusters Score -3788425 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -3789558.500000 Penalty: 1017.843018
	Iteration 8Q: 3 clusters Score -3789558 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -3790165.500000 Penalty: 1017.843018
	Iteration 9Q: 3 clusters Score -3790166 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 70691 members 
Entering Unmasked Estep 
Score: -3790520.750000 Penalty: 1017.843018
	Iteration 10Q: 3 clusters Score -3790521 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -3790689.000000 Penalty: 1017.843018
	Iteration 11Q: 3 clusters Score -3790689 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 71159 members 
Entering Unmasked Estep 
Score: -3790781.000000 Penalty: 1017.843018
	Iteration 12Q: 3 clusters Score -3790781 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -3790856.500000 Penalty: 1017.843018
	Iteration 13Q: 3 clusters Score -3790856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -3790905.750000 Penalty: 1017.843018
	Iteration 14Q: 3 clusters Score -3790906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 71447 members 
Entering Unmasked Estep 
Score: -3790928.000000 Penalty: 1017.843018
	Iteration 15Q: 3 clusters Score -3790928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -3790945.250000 Penalty: 1017.843018
	Iteration 16Q: 3 clusters Score -3790945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -3790963.250000 Penalty: 1017.843018
	Iteration 17Q: 3 clusters Score -3790963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -3790973.500000 Penalty: 1017.843018
	Iteration 18Q: 3 clusters Score -3790974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -3790980.500000 Penalty: 1017.843018
	Iteration 19Q: 3 clusters Score -3790980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -3790994.250000 Penalty: 1017.843018
	Iteration 20F: 3 clusters Score -3790994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 71645 members 
Entering Unmasked Estep 
Score: -3791000.500000 Penalty: 1017.843018
	Iteration 21Q: 3 clusters Score -3791000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 71667 members 
Entering Unmasked Estep 
Score: -3791005.000000 Penalty: 1017.843018
	Iteration 22Q: 3 clusters Score -3791005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -3791010.000000 Penalty: 1017.843018
	Iteration 23Q: 3 clusters Score -3791010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -3791016.000000 Penalty: 1017.843018
	Iteration 24Q: 3 clusters Score -3791016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -3791019.250000 Penalty: 1017.843018
	Iteration 25Q: 3 clusters Score -3791019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -3791026.000000 Penalty: 1017.843018
	Iteration 26Q: 3 clusters Score -3791026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -3791028.250000 Penalty: 1017.843018
	Iteration 27Q: 3 clusters Score -3791028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -3791031.250000 Penalty: 1017.843018
	Iteration 28Q: 3 clusters Score -3791031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -3791032.750000 Penalty: 1017.843018
	Iteration 29Q: 3 clusters Score -3791033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 71731 members 
Entering Unmasked Estep 
Score: -3791033.500000 Penalty: 1017.843018
	Iteration 30Q: 3 clusters Score -3791034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
Score: -3791030.250000 Penalty: 1017.843018
	Iteration 31Q: 3 clusters Score -3791030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -3791034.750000 Penalty: 1017.843018
	Iteration 32Q: 3 clusters Score -3791035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -3791035.250000 Penalty: 1017.843018
	Iteration 33Q: 3 clusters Score -3791035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -3791036.250000 Penalty: 1017.843018
	Iteration 34Q: 3 clusters Score -3791036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -3791037.750000 Penalty: 1017.843018
	Iteration 35Q: 3 clusters Score -3791038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -3791037.750000 Penalty: 1017.843018
	Iteration 36F: 3 clusters Score -3791038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Entering Unmasked Estep 
Score: -455957.750000 Penalty: 414.993835
	Iteration 0F: 2 clusters Score -455957.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -449829.343750 Penalty: 829.987671
	Iteration 0F: 3 clusters Score -449829.3 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -452198.750000 Penalty: 829.987671
	Iteration 1F: 3 clusters Score -452198.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -452381.250000 Penalty: 829.987671
	Iteration 2F: 3 clusters Score -452381.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -452557.593750 Penalty: 829.987671
	Iteration 3Q: 3 clusters Score -452557.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -452813.156250 Penalty: 829.987671
	Iteration 4Q: 3 clusters Score -452813.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -453259.062500 Penalty: 829.987671
	Iteration 5F: 3 clusters Score -453259.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -453996.593750 Penalty: 829.987671
	Iteration 6F: 3 clusters Score -453996.6 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -454895.281250 Penalty: 829.987671
	Iteration 7F: 3 clusters Score -454895.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -455455.125000 Penalty: 829.987671
	Iteration 8F: 3 clusters Score -455455.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -455644.625000 Penalty: 829.987671
	Iteration 9Q: 3 clusters Score -455644.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -455717.000000 Penalty: 829.987671
	Iteration 10Q: 3 clusters Score -455717 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -455745.781250 Penalty: 829.987671
	Iteration 11Q: 3 clusters Score -455745.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -455761.250000 Penalty: 829.987671
	Iteration 12Q: 3 clusters Score -455761.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -455768.531250 Penalty: 829.987671
	Iteration 13Q: 3 clusters Score -455768.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -455771.343750 Penalty: 829.987671
	Iteration 14Q: 3 clusters Score -455771.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -455774.687500 Penalty: 829.987671
	Iteration 15Q: 3 clusters Score -455774.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -455775.156250 Penalty: 829.987671
	Iteration 16Q: 3 clusters Score -455775.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -455776.062500 Penalty: 829.987671
	Iteration 17Q: 3 clusters Score -455776.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -455776.343750 Penalty: 829.987671
	Iteration 18Q: 3 clusters Score -455776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -455776.906250 Penalty: 829.987671
	Iteration 19Q: 3 clusters Score -455776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -455777.000000 Penalty: 829.987671
	Iteration 20F: 3 clusters Score -455777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -455776.625000 Penalty: 829.987671
	Iteration 21Q: 3 clusters Score -455776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -455776.187500 Penalty: 829.987671
	Iteration 22Q: 3 clusters Score -455776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -455775.468750 Penalty: 829.987671
	Iteration 23Q: 3 clusters Score -455775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -455776.187500 Penalty: 829.987671
	Iteration 24Q: 3 clusters Score -455776.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -455776.187500 Penalty: 829.987671
	Iteration 25F: 3 clusters Score -455776.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -156224.453125 Penalty: 361.923950
	Iteration 0F: 2 clusters Score -156224.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -154234.015625 Penalty: 723.847900
	Iteration 0F: 3 clusters Score -154234 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -154902.156250 Penalty: 723.847900
	Iteration 1F: 3 clusters Score -154902.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -154958.281250 Penalty: 723.847900
	Iteration 2F: 3 clusters Score -154958.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -155025.718750 Penalty: 723.847900
	Iteration 3Q: 3 clusters Score -155025.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -155132.515625 Penalty: 723.847900
	Iteration 4F: 3 clusters Score -155132.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -155279.125000 Penalty: 723.847900
	Iteration 5F: 3 clusters Score -155279.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -155441.078125 Penalty: 723.847900
	Iteration 6F: 3 clusters Score -155441.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -155615.875000 Penalty: 723.847900
	Iteration 7F: 3 clusters Score -155615.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -155717.765625 Penalty: 723.847900
	Iteration 8F: 3 clusters Score -155717.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -155752.421875 Penalty: 723.847900
	Iteration 9Q: 3 clusters Score -155752.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -155763.875000 Penalty: 723.847900
	Iteration 10Q: 3 clusters Score -155763.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -155771.812500 Penalty: 723.847900
	Iteration 11Q: 3 clusters Score -155771.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -155777.671875 Penalty: 723.847900
	Iteration 12Q: 3 clusters Score -155777.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -155781.234375 Penalty: 723.847900
	Iteration 13Q: 3 clusters Score -155781.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -155783.250000 Penalty: 723.847900
	Iteration 14Q: 3 clusters Score -155783.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -155785.687500 Penalty: 723.847900
	Iteration 15Q: 3 clusters Score -155785.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -155787.781250 Penalty: 723.847900
	Iteration 16Q: 3 clusters Score -155787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -155789.468750 Penalty: 723.847900
	Iteration 17Q: 3 clusters Score -155789.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -155792.468750 Penalty: 723.847900
	Iteration 18Q: 3 clusters Score -155792.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -155796.500000 Penalty: 723.847900
	Iteration 19Q: 3 clusters Score -155796.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -155801.265625 Penalty: 723.847900
	Iteration 20F: 3 clusters Score -155801.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -155803.828125 Penalty: 723.847900
	Iteration 21Q: 3 clusters Score -155803.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -155809.093750 Penalty: 723.847900
	Iteration 22Q: 3 clusters Score -155809.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -155815.078125 Penalty: 723.847900
	Iteration 23Q: 3 clusters Score -155815.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -155821.937500 Penalty: 723.847900
	Iteration 24Q: 3 clusters Score -155821.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -155826.171875 Penalty: 723.847900
	Iteration 25Q: 3 clusters Score -155826.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -155829.328125 Penalty: 723.847900
	Iteration 26Q: 3 clusters Score -155829.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -155830.265625 Penalty: 723.847900
	Iteration 27Q: 3 clusters Score -155830.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -155831.937500 Penalty: 723.847900
	Iteration 28Q: 3 clusters Score -155831.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -155835.531250 Penalty: 723.847900
	Iteration 29Q: 3 clusters Score -155835.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -155837.750000 Penalty: 723.847900
	Iteration 30Q: 3 clusters Score -155837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -155840.062500 Penalty: 723.847900
	Iteration 31Q: 3 clusters Score -155840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -155841.828125 Penalty: 723.847900
	Iteration 32Q: 3 clusters Score -155841.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -155844.625000 Penalty: 723.847900
	Iteration 33Q: 3 clusters Score -155844.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -155845.187500 Penalty: 723.847900
	Iteration 34Q: 3 clusters Score -155845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -155845.875000 Penalty: 723.847900
	Iteration 35Q: 3 clusters Score -155845.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -155846.265625 Penalty: 723.847900
	Iteration 36Q: 3 clusters Score -155846.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -155846.609375 Penalty: 723.847900
	Iteration 37Q: 3 clusters Score -155846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -155847.031250 Penalty: 723.847900
	Iteration 38Q: 3 clusters Score -155847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -155847.531250 Penalty: 723.847900
	Iteration 39Q: 3 clusters Score -155847.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -155847.859375 Penalty: 723.847900
	Iteration 40F: 3 clusters Score -155847.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Entering Unmasked Estep 
Score: -751514.375000 Penalty: 435.516174
	Iteration 0F: 2 clusters Score -751514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -741950.812500 Penalty: 871.032349
	Iteration 0F: 3 clusters Score -741950.8 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -745759.500000 Penalty: 871.032349
	Iteration 1F: 3 clusters Score -745759.5 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -746085.312500 Penalty: 871.032349
	Iteration 2F: 3 clusters Score -746085.3 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -746590.125000 Penalty: 871.032349
	Iteration 3F: 3 clusters Score -746590.1 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -747414.437500 Penalty: 871.032349
	Iteration 4F: 3 clusters Score -747414.4 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -748530.562500 Penalty: 871.032349
	Iteration 5F: 3 clusters Score -748530.6 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -749662.500000 Penalty: 871.032349
	Iteration 6F: 3 clusters Score -749662.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -750518.250000 Penalty: 871.032349
	Iteration 7F: 3 clusters Score -750518.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -750927.437500 Penalty: 871.032349
	Iteration 8Q: 3 clusters Score -750927.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -751064.250000 Penalty: 871.032349
	Iteration 9Q: 3 clusters Score -751064.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -751110.875000 Penalty: 871.032349
	Iteration 10Q: 3 clusters Score -751110.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -751127.750000 Penalty: 871.032349
	Iteration 11Q: 3 clusters Score -751127.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -751140.750000 Penalty: 871.032349
	Iteration 12Q: 3 clusters Score -751140.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -751151.437500 Penalty: 871.032349
	Iteration 13Q: 3 clusters Score -751151.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -751163.312500 Penalty: 871.032349
	Iteration 14Q: 3 clusters Score -751163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -751170.062500 Penalty: 871.032349
	Iteration 15Q: 3 clusters Score -751170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -751171.375000 Penalty: 871.032349
	Iteration 16Q: 3 clusters Score -751171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -751172.562500 Penalty: 871.032349
	Iteration 17Q: 3 clusters Score -751172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -751175.187500 Penalty: 871.032349
	Iteration 18Q: 3 clusters Score -751175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -751177.687500 Penalty: 871.032349
	Iteration 19Q: 3 clusters Score -751177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -751177.562500 Penalty: 871.032349
	Iteration 20F: 3 clusters Score -751177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (161478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161478 members 
Entering Unmasked Estep 
Score: -8348478.000000 Penalty: 545.641663
	Iteration 0F: 2 clusters Score -8348478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -8239791.500000 Penalty: 1091.283325
	Iteration 0F: 3 clusters Score -8239792 nChanged 79427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92179 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -8289594.000000 Penalty: 1091.283325
	Iteration 1F: 3 clusters Score -8289594 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -8292855.000000 Penalty: 1091.283325
	Iteration 2Q: 3 clusters Score -8292855 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108725 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -8299280.000000 Penalty: 1091.283325
	Iteration 3F: 3 clusters Score -8299280 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121332 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -8309244.500000 Penalty: 1091.283325
	Iteration 4F: 3 clusters Score -8309244 nChanged 13776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135082 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -8322372.000000 Penalty: 1091.283325
	Iteration 5F: 3 clusters Score -8322372 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146816 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -8334096.500000 Penalty: 1091.283325
	Iteration 6F: 3 clusters Score -8334096 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154297 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -8341914.000000 Penalty: 1091.283325
	Iteration 7Q: 3 clusters Score -8341914 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158456 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -8345680.000000 Penalty: 1091.283325
	Iteration 8Q: 3 clusters Score -8345680 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160332 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8347176.500000 Penalty: 1091.283325
	Iteration 9Q: 3 clusters Score -8347176 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8347666.000000 Penalty: 1091.283325
	Iteration 10Q: 3 clusters Score -8347666 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161275 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8347846.500000 Penalty: 1091.283325
	Iteration 11Q: 3 clusters Score -8347846 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8347952.000000 Penalty: 1091.283325
	Iteration 12Q: 3 clusters Score -8347952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161387 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8347979.500000 Penalty: 1091.283325
	Iteration 13Q: 3 clusters Score -8347980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161388 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8347991.500000 Penalty: 1091.283325
	Iteration 14Q: 3 clusters Score -8347992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161394 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8348001.000000 Penalty: 1091.283325
	Iteration 15Q: 3 clusters Score -8348001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161399 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8348003.000000 Penalty: 1091.283325
	Iteration 16Q: 3 clusters Score -8348003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161405 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8348007.000000 Penalty: 1091.283325
	Iteration 17Q: 3 clusters Score -8348007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161411 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8348010.000000 Penalty: 1091.283325
	Iteration 18Q: 3 clusters Score -8348010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161415 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8348014.000000 Penalty: 1091.283325
	Iteration 19Q: 3 clusters Score -8348014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161416 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8348016.500000 Penalty: 1091.283325
	Iteration 20F: 3 clusters Score -8348016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161416 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8348016.500000 Penalty: 1091.283325
	Iteration 21Q: 3 clusters Score -8348016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161416 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8348019.500000 Penalty: 1091.283325
	Iteration 22Q: 3 clusters Score -8348020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161416 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8348019.500000 Penalty: 1091.283325
	Iteration 23F: 3 clusters Score -8348020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -274109.250000 Penalty: 388.254547
	Iteration 0F: 2 clusters Score -274109.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -270684.312500 Penalty: 776.509094
	Iteration 0F: 3 clusters Score -270684.3 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -271975.875000 Penalty: 776.509094
	Iteration 1F: 3 clusters Score -271975.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -272220.843750 Penalty: 776.509094
	Iteration 2F: 3 clusters Score -272220.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -272524.218750 Penalty: 776.509094
	Iteration 3F: 3 clusters Score -272524.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -272869.781250 Penalty: 776.509094
	Iteration 4F: 3 clusters Score -272869.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -273195.406250 Penalty: 776.509094
	Iteration 5F: 3 clusters Score -273195.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -273441.937500 Penalty: 776.509094
	Iteration 6F: 3 clusters Score -273441.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -273594.437500 Penalty: 776.509094
	Iteration 7Q: 3 clusters Score -273594.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -273668.718750 Penalty: 776.509094
	Iteration 8Q: 3 clusters Score -273668.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -273722.187500 Penalty: 776.509094
	Iteration 9Q: 3 clusters Score -273722.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -273775.437500 Penalty: 776.509094
	Iteration 10Q: 3 clusters Score -273775.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -273833.312500 Penalty: 776.509094
	Iteration 11Q: 3 clusters Score -273833.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -273883.000000 Penalty: 776.509094
	Iteration 12Q: 3 clusters Score -273883 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -273920.375000 Penalty: 776.509094
	Iteration 13Q: 3 clusters Score -273920.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -273951.062500 Penalty: 776.509094
	Iteration 14Q: 3 clusters Score -273951.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -273971.406250 Penalty: 776.509094
	Iteration 15Q: 3 clusters Score -273971.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -273984.000000 Penalty: 776.509094
	Iteration 16Q: 3 clusters Score -273984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -273993.968750 Penalty: 776.509094
	Iteration 17Q: 3 clusters Score -273994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -274002.625000 Penalty: 776.509094
	Iteration 18Q: 3 clusters Score -274002.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -274005.406250 Penalty: 776.509094
	Iteration 19Q: 3 clusters Score -274005.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -274006.843750 Penalty: 776.509094
	Iteration 20F: 3 clusters Score -274006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -274009.187500 Penalty: 776.509094
	Iteration 21Q: 3 clusters Score -274009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -274010.500000 Penalty: 776.509094
	Iteration 22Q: 3 clusters Score -274010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -274011.156250 Penalty: 776.509094
	Iteration 23Q: 3 clusters Score -274011.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -274011.531250 Penalty: 776.509094
	Iteration 24Q: 3 clusters Score -274011.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -274011.687500 Penalty: 776.509094
	Iteration 25Q: 3 clusters Score -274011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -274011.687500 Penalty: 776.509094
	Iteration 26F: 3 clusters Score -274011.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -32374.949219 Penalty: 295.050903
	Iteration 0F: 2 clusters Score -32374.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31792.775391 Penalty: 590.101807
	Iteration 0F: 3 clusters Score -31792.78 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -31963.042969 Penalty: 590.101807
	Iteration 1F: 3 clusters Score -31963.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31994.599609 Penalty: 590.101807
	Iteration 2F: 3 clusters Score -31994.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -32013.041016 Penalty: 590.101807
	Iteration 3Q: 3 clusters Score -32013.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32025.986328 Penalty: 590.101807
	Iteration 4Q: 3 clusters Score -32025.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -32042.767578 Penalty: 590.101807
	Iteration 5Q: 3 clusters Score -32042.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -32055.031250 Penalty: 590.101807
	Iteration 6Q: 3 clusters Score -32055.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -32061.263672 Penalty: 590.101807
	Iteration 7Q: 3 clusters Score -32061.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -32067.335938 Penalty: 590.101807
	Iteration 8Q: 3 clusters Score -32067.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -32074.332031 Penalty: 590.101807
	Iteration 9Q: 3 clusters Score -32074.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -32078.888672 Penalty: 590.101807
	Iteration 10Q: 3 clusters Score -32078.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32083.447266 Penalty: 590.101807
	Iteration 11Q: 3 clusters Score -32083.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32085.257812 Penalty: 590.101807
	Iteration 12Q: 3 clusters Score -32085.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -32087.507812 Penalty: 590.101807
	Iteration 13Q: 3 clusters Score -32087.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32087.724609 Penalty: 590.101807
	Iteration 14Q: 3 clusters Score -32087.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -32087.724609 Penalty: 590.101807
	Iteration 15F: 3 clusters Score -32087.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Entering Unmasked Estep 
Score: -2661427.750000 Penalty: 490.744843
	Iteration 0F: 2 clusters Score -2661428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2629041.500000 Penalty: 981.489685
	Iteration 0F: 3 clusters Score -2629042 nChanged 23307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2643530.750000 Penalty: 981.489685
	Iteration 1F: 3 clusters Score -2643531 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2645175.750000 Penalty: 981.489685
	Iteration 2F: 3 clusters Score -2645176 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2647777.750000 Penalty: 981.489685
	Iteration 3F: 3 clusters Score -2647778 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2651355.000000 Penalty: 981.489685
	Iteration 4F: 3 clusters Score -2651355 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2655011.000000 Penalty: 981.489685
	Iteration 5F: 3 clusters Score -2655011 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2657808.250000 Penalty: 981.489685
	Iteration 6F: 3 clusters Score -2657808 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2659200.250000 Penalty: 981.489685
	Iteration 7Q: 3 clusters Score -2659200 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2659777.500000 Penalty: 981.489685
	Iteration 8Q: 3 clusters Score -2659778 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2660089.500000 Penalty: 981.489685
	Iteration 9Q: 3 clusters Score -2660090 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2660279.250000 Penalty: 981.489685
	Iteration 10Q: 3 clusters Score -2660279 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2660404.250000 Penalty: 981.489685
	Iteration 11Q: 3 clusters Score -2660404 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2660498.000000 Penalty: 981.489685
	Iteration 12Q: 3 clusters Score -2660498 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2660591.750000 Penalty: 981.489685
	Iteration 13Q: 3 clusters Score -2660592 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2660651.500000 Penalty: 981.489685
	Iteration 14Q: 3 clusters Score -2660652 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2660703.750000 Penalty: 981.489685
	Iteration 15Q: 3 clusters Score -2660704 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2660742.500000 Penalty: 981.489685
	Iteration 16Q: 3 clusters Score -2660742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2660774.250000 Penalty: 981.489685
	Iteration 17Q: 3 clusters Score -2660774 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2660799.250000 Penalty: 981.489685
	Iteration 18Q: 3 clusters Score -2660799 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2660829.500000 Penalty: 981.489685
	Iteration 19Q: 3 clusters Score -2660830 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2660873.500000 Penalty: 981.489685
	Iteration 20F: 3 clusters Score -2660874 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2660908.000000 Penalty: 981.489685
	Iteration 21Q: 3 clusters Score -2660908 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2660952.000000 Penalty: 981.489685
	Iteration 22Q: 3 clusters Score -2660952 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2660977.500000 Penalty: 981.489685
	Iteration 23Q: 3 clusters Score -2660978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2660996.500000 Penalty: 981.489685
	Iteration 24Q: 3 clusters Score -2660996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2661012.750000 Penalty: 981.489685
	Iteration 25Q: 3 clusters Score -2661013 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2661023.000000 Penalty: 981.489685
	Iteration 26Q: 3 clusters Score -2661023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2661043.250000 Penalty: 981.489685
	Iteration 27Q: 3 clusters Score -2661043 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2661069.000000 Penalty: 981.489685
	Iteration 28Q: 3 clusters Score -2661069 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2661094.000000 Penalty: 981.489685
	Iteration 29Q: 3 clusters Score -2661094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2661111.000000 Penalty: 981.489685
	Iteration 30Q: 3 clusters Score -2661111 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2661119.750000 Penalty: 981.489685
	Iteration 31Q: 3 clusters Score -2661120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2661130.750000 Penalty: 981.489685
	Iteration 32Q: 3 clusters Score -2661131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2661142.750000 Penalty: 981.489685
	Iteration 33Q: 3 clusters Score -2661143 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2661142.500000 Penalty: 981.489685
	Iteration 34Q: 3 clusters Score -2661142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2661149.250000 Penalty: 981.489685
	Iteration 35Q: 3 clusters Score -2661149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2661156.000000 Penalty: 981.489685
	Iteration 36Q: 3 clusters Score -2661156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2661160.000000 Penalty: 981.489685
	Iteration 37Q: 3 clusters Score -2661160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2661164.500000 Penalty: 981.489685
	Iteration 38Q: 3 clusters Score -2661164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2661171.250000 Penalty: 981.489685
	Iteration 39Q: 3 clusters Score -2661171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2661172.750000 Penalty: 981.489685
	Iteration 40F: 3 clusters Score -2661173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2661174.250000 Penalty: 981.489685
	Iteration 41Q: 3 clusters Score -2661174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2661183.500000 Penalty: 981.489685
	Iteration 42Q: 3 clusters Score -2661184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2661185.500000 Penalty: 981.489685
	Iteration 43Q: 3 clusters Score -2661186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2661187.750000 Penalty: 981.489685
	Iteration 44Q: 3 clusters Score -2661188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2661193.250000 Penalty: 981.489685
	Iteration 45Q: 3 clusters Score -2661193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2661191.500000 Penalty: 981.489685
	Iteration 46Q: 3 clusters Score -2661192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2661190.000000 Penalty: 981.489685
	Iteration 47Q: 3 clusters Score -2661190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2661192.250000 Penalty: 981.489685
	Iteration 48Q: 3 clusters Score -2661192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2661188.750000 Penalty: 981.489685
	Iteration 49Q: 3 clusters Score -2661189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2661184.500000 Penalty: 981.489685
	Iteration 50Q: 3 clusters Score -2661184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2661184.500000 Penalty: 981.489685
	Iteration 51Q: 3 clusters Score -2661184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2661186.250000 Penalty: 981.489685
	Iteration 52Q: 3 clusters Score -2661186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2661185.750000 Penalty: 981.489685
	Iteration 53Q: 3 clusters Score -2661186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2661186.750000 Penalty: 981.489685
	Iteration 54Q: 3 clusters Score -2661187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2661187.500000 Penalty: 981.489685
	Iteration 55Q: 3 clusters Score -2661188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2661186.500000 Penalty: 981.489685
	Iteration 56Q: 3 clusters Score -2661186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2661188.000000 Penalty: 981.489685
	Iteration 57Q: 3 clusters Score -2661188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2661188.250000 Penalty: 981.489685
	Iteration 58Q: 3 clusters Score -2661188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2661190.000000 Penalty: 981.489685
	Iteration 59Q: 3 clusters Score -2661190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2661189.500000 Penalty: 981.489685
	Iteration 60F: 3 clusters Score -2661190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Entering Unmasked Estep 
Score: -2034563.500000 Penalty: 482.675018
	Iteration 0F: 2 clusters Score -2034564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2007455.875000 Penalty: 965.350037
	Iteration 0F: 3 clusters Score -2007456 nChanged 19531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2019265.250000 Penalty: 965.350037
	Iteration 1F: 3 clusters Score -2019265 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2020268.500000 Penalty: 965.350037
	Iteration 2Q: 3 clusters Score -2020268 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2021951.125000 Penalty: 965.350037
	Iteration 3F: 3 clusters Score -2021951 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2024359.500000 Penalty: 965.350037
	Iteration 4F: 3 clusters Score -2024360 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2027057.250000 Penalty: 965.350037
	Iteration 5F: 3 clusters Score -2027057 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2029370.375000 Penalty: 965.350037
	Iteration 6F: 3 clusters Score -2029370 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2031090.375000 Penalty: 965.350037
	Iteration 7Q: 3 clusters Score -2031090 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2032320.250000 Penalty: 965.350037
	Iteration 8Q: 3 clusters Score -2032320 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2033143.875000 Penalty: 965.350037
	Iteration 9Q: 3 clusters Score -2033144 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2033625.500000 Penalty: 965.350037
	Iteration 10Q: 3 clusters Score -2033626 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2033877.375000 Penalty: 965.350037
	Iteration 11Q: 3 clusters Score -2033877 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2033998.625000 Penalty: 965.350037
	Iteration 12Q: 3 clusters Score -2033999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2034063.625000 Penalty: 965.350037
	Iteration 13Q: 3 clusters Score -2034064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -2034112.000000 Penalty: 965.350037
	Iteration 14Q: 3 clusters Score -2034112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -2034132.125000 Penalty: 965.350037
	Iteration 15Q: 3 clusters Score -2034132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2034150.625000 Penalty: 965.350037
	Iteration 16Q: 3 clusters Score -2034151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -2034163.750000 Penalty: 965.350037
	Iteration 17Q: 3 clusters Score -2034164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2034172.375000 Penalty: 965.350037
	Iteration 18Q: 3 clusters Score -2034172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2034175.625000 Penalty: 965.350037
	Iteration 19Q: 3 clusters Score -2034176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -2034179.250000 Penalty: 965.350037
	Iteration 20F: 3 clusters Score -2034179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2034180.125000 Penalty: 965.350037
	Iteration 21Q: 3 clusters Score -2034180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -2034180.125000 Penalty: 965.350037
	Iteration 22F: 3 clusters Score -2034180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (59785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Entering Unmasked Estep 
Score: -3291846.500000 Penalty: 500.432220
	Iteration 0F: 2 clusters Score -3291846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3251639.000000 Penalty: 1000.864441
	Iteration 0F: 3 clusters Score -3251639 nChanged 29082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3269706.000000 Penalty: 1000.864441
	Iteration 1F: 3 clusters Score -3269706 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3271493.750000 Penalty: 1000.864441
	Iteration 2F: 3 clusters Score -3271494 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3274257.500000 Penalty: 1000.864441
	Iteration 3F: 3 clusters Score -3274258 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3277903.250000 Penalty: 1000.864441
	Iteration 4F: 3 clusters Score -3277903 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -3281727.500000 Penalty: 1000.864441
	Iteration 5F: 3 clusters Score -3281728 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3284673.000000 Penalty: 1000.864441
	Iteration 6F: 3 clusters Score -3284673 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -3286818.250000 Penalty: 1000.864441
	Iteration 7Q: 3 clusters Score -3286818 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3288415.250000 Penalty: 1000.864441
	Iteration 8Q: 3 clusters Score -3288415 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3289526.250000 Penalty: 1000.864441
	Iteration 9Q: 3 clusters Score -3289526 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3290268.250000 Penalty: 1000.864441
	Iteration 10Q: 3 clusters Score -3290268 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3290693.250000 Penalty: 1000.864441
	Iteration 11Q: 3 clusters Score -3290693 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3290989.750000 Penalty: 1000.864441
	Iteration 12Q: 3 clusters Score -3290990 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3291179.250000 Penalty: 1000.864441
	Iteration 13Q: 3 clusters Score -3291179 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3291273.250000 Penalty: 1000.864441
	Iteration 14Q: 3 clusters Score -3291273 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3291325.250000 Penalty: 1000.864441
	Iteration 15Q: 3 clusters Score -3291325 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3291349.500000 Penalty: 1000.864441
	Iteration 16Q: 3 clusters Score -3291350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3291372.000000 Penalty: 1000.864441
	Iteration 17Q: 3 clusters Score -3291372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3291398.000000 Penalty: 1000.864441
	Iteration 18Q: 3 clusters Score -3291398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3291417.500000 Penalty: 1000.864441
	Iteration 19Q: 3 clusters Score -3291418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3291423.000000 Penalty: 1000.864441
	Iteration 20F: 3 clusters Score -3291423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3291434.750000 Penalty: 1000.864441
	Iteration 21Q: 3 clusters Score -3291435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3291440.000000 Penalty: 1000.864441
	Iteration 22Q: 3 clusters Score -3291440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3291443.750000 Penalty: 1000.864441
	Iteration 23Q: 3 clusters Score -3291444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3291446.250000 Penalty: 1000.864441
	Iteration 24Q: 3 clusters Score -3291446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3291444.250000 Penalty: 1000.864441
	Iteration 25Q: 3 clusters Score -3291444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3291454.500000 Penalty: 1000.864441
	Iteration 26Q: 3 clusters Score -3291454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3291454.500000 Penalty: 1000.864441
	Iteration 27F: 3 clusters Score -3291454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (94222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94222 members 
Entering Unmasked Estep 
Score: -5034407.500000 Penalty: 521.130127
	Iteration 0F: 2 clusters Score -5034408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -4972334.500000 Penalty: 1042.260254
	Iteration 0F: 3 clusters Score -4972334 nChanged 46126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -5000528.000000 Penalty: 1042.260254
	Iteration 1F: 3 clusters Score -5000528 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -5001960.000000 Penalty: 1042.260254
	Iteration 2Q: 3 clusters Score -5001960 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -5004110.000000 Penalty: 1042.260254
	Iteration 3Q: 3 clusters Score -5004110 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -5007594.500000 Penalty: 1042.260254
	Iteration 4F: 3 clusters Score -5007594 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -5012762.000000 Penalty: 1042.260254
	Iteration 5F: 3 clusters Score -5012762 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -5018244.500000 Penalty: 1042.260254
	Iteration 6F: 3 clusters Score -5018244 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -5021424.000000 Penalty: 1042.260254
	Iteration 7F: 3 clusters Score -5021424 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -5022646.000000 Penalty: 1042.260254
	Iteration 8Q: 3 clusters Score -5022646 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -5023059.500000 Penalty: 1042.260254
	Iteration 9Q: 3 clusters Score -5023060 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -5023387.500000 Penalty: 1042.260254
	Iteration 10Q: 3 clusters Score -5023388 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -5023725.000000 Penalty: 1042.260254
	Iteration 11Q: 3 clusters Score -5023725 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -5023972.500000 Penalty: 1042.260254
	Iteration 12Q: 3 clusters Score -5023972 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -5024277.000000 Penalty: 1042.260254
	Iteration 13Q: 3 clusters Score -5024277 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -5024660.000000 Penalty: 1042.260254
	Iteration 14Q: 3 clusters Score -5024660 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -5025018.500000 Penalty: 1042.260254
	Iteration 15Q: 3 clusters Score -5025018 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -5025436.500000 Penalty: 1042.260254
	Iteration 16Q: 3 clusters Score -5025436 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -5025863.000000 Penalty: 1042.260254
	Iteration 17Q: 3 clusters Score -5025863 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -5026287.500000 Penalty: 1042.260254
	Iteration 18Q: 3 clusters Score -5026288 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -5026602.500000 Penalty: 1042.260254
	Iteration 19Q: 3 clusters Score -5026602 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -5026958.000000 Penalty: 1042.260254
	Iteration 20F: 3 clusters Score -5026958 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -5027286.000000 Penalty: 1042.260254
	Iteration 21Q: 3 clusters Score -5027286 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -5027556.500000 Penalty: 1042.260254
	Iteration 22Q: 3 clusters Score -5027556 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -5027787.500000 Penalty: 1042.260254
	Iteration 23Q: 3 clusters Score -5027788 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -5028031.000000 Penalty: 1042.260254
	Iteration 24Q: 3 clusters Score -5028031 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -5028255.500000 Penalty: 1042.260254
	Iteration 25Q: 3 clusters Score -5028256 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -5028427.000000 Penalty: 1042.260254
	Iteration 26Q: 3 clusters Score -5028427 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -5028579.500000 Penalty: 1042.260254
	Iteration 27Q: 3 clusters Score -5028580 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -5028736.500000 Penalty: 1042.260254
	Iteration 28Q: 3 clusters Score -5028736 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -5028937.500000 Penalty: 1042.260254
	Iteration 29Q: 3 clusters Score -5028938 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -5029130.000000 Penalty: 1042.260254
	Iteration 30Q: 3 clusters Score -5029130 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -5029308.500000 Penalty: 1042.260254
	Iteration 31Q: 3 clusters Score -5029308 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -5029551.000000 Penalty: 1042.260254
	Iteration 32Q: 3 clusters Score -5029551 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -5029728.000000 Penalty: 1042.260254
	Iteration 33Q: 3 clusters Score -5029728 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -5029941.000000 Penalty: 1042.260254
	Iteration 34Q: 3 clusters Score -5029941 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -5030146.000000 Penalty: 1042.260254
	Iteration 35Q: 3 clusters Score -5030146 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -5030396.500000 Penalty: 1042.260254
	Iteration 36Q: 3 clusters Score -5030396 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -5030630.500000 Penalty: 1042.260254
	Iteration 37Q: 3 clusters Score -5030630 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -5030880.500000 Penalty: 1042.260254
	Iteration 38Q: 3 clusters Score -5030880 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 68543 members 
Entering Unmasked Estep 
Score: -5031125.500000 Penalty: 1042.260254
	Iteration 39Q: 3 clusters Score -5031126 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 69816 members 
Entering Unmasked Estep 
Score: -5031354.500000 Penalty: 1042.260254
	Iteration 40F: 3 clusters Score -5031354 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -5031581.000000 Penalty: 1042.260254
	Iteration 41Q: 3 clusters Score -5031581 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -5031815.500000 Penalty: 1042.260254
	Iteration 42Q: 3 clusters Score -5031816 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -5032004.000000 Penalty: 1042.260254
	Iteration 43Q: 3 clusters Score -5032004 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -5032186.000000 Penalty: 1042.260254
	Iteration 44Q: 3 clusters Score -5032186 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -5032348.500000 Penalty: 1042.260254
	Iteration 45Q: 3 clusters Score -5032348 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -5032564.500000 Penalty: 1042.260254
	Iteration 46Q: 3 clusters Score -5032564 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 80125 members 
Entering Unmasked Estep 
Score: -5032723.500000 Penalty: 1042.260254
	Iteration 47Q: 3 clusters Score -5032724 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 81730 members 
Entering Unmasked Estep 
Score: -5032857.500000 Penalty: 1042.260254
	Iteration 48Q: 3 clusters Score -5032858 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -5033121.500000 Penalty: 1042.260254
	Iteration 49Q: 3 clusters Score -5033122 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -5033337.000000 Penalty: 1042.260254
	Iteration 50Q: 3 clusters Score -5033337 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -5033535.000000 Penalty: 1042.260254
	Iteration 51Q: 3 clusters Score -5033535 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 87208 members 
Entering Unmasked Estep 
Score: -5033700.500000 Penalty: 1042.260254
	Iteration 52Q: 3 clusters Score -5033700 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -5033822.500000 Penalty: 1042.260254
	Iteration 53Q: 3 clusters Score -5033822 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 89011 members 
Entering Unmasked Estep 
Score: -5033902.000000 Penalty: 1042.260254
	Iteration 54Q: 3 clusters Score -5033902 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -5034000.500000 Penalty: 1042.260254
	Iteration 55Q: 3 clusters Score -5034000 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -5034022.000000 Penalty: 1042.260254
	Iteration 56Q: 3 clusters Score -5034022 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -5034030.000000 Penalty: 1042.260254
	Iteration 57Q: 3 clusters Score -5034030 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 91130 members 
Entering Unmasked Estep 
Score: -5034025.000000 Penalty: 1042.260254
	Iteration 58Q: 3 clusters Score -5034025 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -5034015.000000 Penalty: 1042.260254
	Iteration 59Q: 3 clusters Score -5034015 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -5034164.500000 Penalty: 1042.260254
	Iteration 60F: 3 clusters Score -5034164 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 91965 members 
Entering Unmasked Estep 
Score: -5034207.500000 Penalty: 1042.260254
	Iteration 61Q: 3 clusters Score -5034208 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 92335 members 
Entering Unmasked Estep 
Score: -5034268.000000 Penalty: 1042.260254
	Iteration 62Q: 3 clusters Score -5034268 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 92595 members 
Entering Unmasked Estep 
Score: -5034264.000000 Penalty: 1042.260254
	Iteration 63Q: 3 clusters Score -5034264 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -5034296.500000 Penalty: 1042.260254
	Iteration 64Q: 3 clusters Score -5034296 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -5034296.500000 Penalty: 1042.260254
	Iteration 65Q: 3 clusters Score -5034296 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -5034284.000000 Penalty: 1042.260254
	Iteration 66Q: 3 clusters Score -5034284 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 93236 members 
Entering Unmasked Estep 
Score: -5034267.500000 Penalty: 1042.260254
	Iteration 67Q: 3 clusters Score -5034268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 93321 members 
Entering Unmasked Estep 
Score: -5034260.000000 Penalty: 1042.260254
	Iteration 68Q: 3 clusters Score -5034260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 93396 members 
Entering Unmasked Estep 
Score: -5034258.000000 Penalty: 1042.260254
	Iteration 69Q: 3 clusters Score -5034258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -5034235.500000 Penalty: 1042.260254
	Iteration 70Q: 3 clusters Score -5034236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -5034233.500000 Penalty: 1042.260254
	Iteration 71Q: 3 clusters Score -5034234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -5034227.000000 Penalty: 1042.260254
	Iteration 72Q: 3 clusters Score -5034227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -5034215.500000 Penalty: 1042.260254
	Iteration 73Q: 3 clusters Score -5034216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 93643 members 
Entering Unmasked Estep 
Score: -5034212.500000 Penalty: 1042.260254
	Iteration 74Q: 3 clusters Score -5034212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 93670 members 
Entering Unmasked Estep 
Score: -5034207.000000 Penalty: 1042.260254
	Iteration 75Q: 3 clusters Score -5034207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 93689 members 
Entering Unmasked Estep 
Score: -5034197.500000 Penalty: 1042.260254
	Iteration 76Q: 3 clusters Score -5034198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 93707 members 
Entering Unmasked Estep 
Score: -5034197.000000 Penalty: 1042.260254
	Iteration 77Q: 3 clusters Score -5034197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -5034188.000000 Penalty: 1042.260254
	Iteration 78Q: 3 clusters Score -5034188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -5034189.000000 Penalty: 1042.260254
	Iteration 79Q: 3 clusters Score -5034189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 93761 members 
Entering Unmasked Estep 
Score: -5034186.500000 Penalty: 1042.260254
	Iteration 80F: 3 clusters Score -5034186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -5034182.000000 Penalty: 1042.260254
	Iteration 81Q: 3 clusters Score -5034182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -5034179.000000 Penalty: 1042.260254
	Iteration 82Q: 3 clusters Score -5034179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -5034180.000000 Penalty: 1042.260254
	Iteration 83Q: 3 clusters Score -5034180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 93786 members 
Entering Unmasked Estep 
Score: -5034174.000000 Penalty: 1042.260254
	Iteration 84Q: 3 clusters Score -5034174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 93790 members 
Entering Unmasked Estep 
Score: -5034174.000000 Penalty: 1042.260254
	Iteration 85Q: 3 clusters Score -5034174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
Score: -5034179.500000 Penalty: 1042.260254
	Iteration 86Q: 3 clusters Score -5034180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -5034171.000000 Penalty: 1042.260254
	Iteration 87Q: 3 clusters Score -5034171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -5034169.000000 Penalty: 1042.260254
	Iteration 88Q: 3 clusters Score -5034169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -5034170.500000 Penalty: 1042.260254
	Iteration 89Q: 3 clusters Score -5034170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -5034170.500000 Penalty: 1042.260254
	Iteration 90F: 3 clusters Score -5034170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -27694.511719 Penalty: 283.127228
	Iteration 0F: 2 clusters Score -27694.51 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 248 members 
Entering Unmasked Estep 
Score: -27187.605469 Penalty: 566.254456
	Iteration 0F: 3 clusters Score -27187.61 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27321.554688 Penalty: 566.254456
	Iteration 1F: 3 clusters Score -27321.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27344.251953 Penalty: 566.254456
	Iteration 2F: 3 clusters Score -27344.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27352.958984 Penalty: 566.254456
	Iteration 3Q: 3 clusters Score -27352.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27360.421875 Penalty: 566.254456
	Iteration 4Q: 3 clusters Score -27360.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27366.492188 Penalty: 566.254456
	Iteration 5Q: 3 clusters Score -27366.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27367.580078 Penalty: 566.254456
	Iteration 6Q: 3 clusters Score -27367.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27369.042969 Penalty: 566.254456
	Iteration 7Q: 3 clusters Score -27369.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27370.789062 Penalty: 566.254456
	Iteration 8Q: 3 clusters Score -27370.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27379.337891 Penalty: 566.254456
	Iteration 9Q: 3 clusters Score -27379.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -27381.468750 Penalty: 566.254456
	Iteration 10Q: 3 clusters Score -27381.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27382.298828 Penalty: 566.254456
	Iteration 11Q: 3 clusters Score -27382.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27383.095703 Penalty: 566.254456
	Iteration 12Q: 3 clusters Score -27383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27384.677734 Penalty: 566.254456
	Iteration 13Q: 3 clusters Score -27384.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27388.216797 Penalty: 566.254456
	Iteration 14Q: 3 clusters Score -27388.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27391.193359 Penalty: 566.254456
	Iteration 15Q: 3 clusters Score -27391.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27394.957031 Penalty: 566.254456
	Iteration 16Q: 3 clusters Score -27394.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27396.619141 Penalty: 566.254456
	Iteration 17Q: 3 clusters Score -27396.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27397.949219 Penalty: 566.254456
	Iteration 18Q: 3 clusters Score -27397.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27399.009766 Penalty: 566.254456
	Iteration 19Q: 3 clusters Score -27399.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27399.009766 Penalty: 566.254456
	Iteration 20F: 3 clusters Score -27399.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -112117.726562 Penalty: 353.043030
	Iteration 0F: 2 clusters Score -112117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -110471.085938 Penalty: 706.086060
	Iteration 0F: 3 clusters Score -110471.1 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -111008.968750 Penalty: 706.086060
	Iteration 1F: 3 clusters Score -111009 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -111087.578125 Penalty: 706.086060
	Iteration 2F: 3 clusters Score -111087.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -111215.804688 Penalty: 706.086060
	Iteration 3F: 3 clusters Score -111215.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -111438.054688 Penalty: 706.086060
	Iteration 4F: 3 clusters Score -111438.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -111666.242188 Penalty: 706.086060
	Iteration 5F: 3 clusters Score -111666.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -111855.132812 Penalty: 706.086060
	Iteration 6F: 3 clusters Score -111855.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111970.101562 Penalty: 706.086060
	Iteration 7F: 3 clusters Score -111970.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -112036.812500 Penalty: 706.086060
	Iteration 8Q: 3 clusters Score -112036.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112080.203125 Penalty: 706.086060
	Iteration 9Q: 3 clusters Score -112080.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -112099.867188 Penalty: 706.086060
	Iteration 10Q: 3 clusters Score -112099.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -112111.515625 Penalty: 706.086060
	Iteration 11Q: 3 clusters Score -112111.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112120.164062 Penalty: 706.086060
	Iteration 12Q: 3 clusters Score -112120.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112125.695312 Penalty: 706.086060
	Iteration 13Q: 3 clusters Score -112125.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112129.406250 Penalty: 706.086060
	Iteration 14Q: 3 clusters Score -112129.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -112130.203125 Penalty: 706.086060
	Iteration 15Q: 3 clusters Score -112130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112130.640625 Penalty: 706.086060
	Iteration 16Q: 3 clusters Score -112130.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112130.640625 Penalty: 706.086060
	Iteration 17F: 3 clusters Score -112130.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 86302 members 
Mstep: Class 3 contains 15286 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 36885 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 126743 members 
Mstep: Class 8 contains 75996 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 44456 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 58553 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 70556 members 
Mstep: Class 20 contains 63144 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 97821 members 
Mstep: Class 23 contains 72048 members 
Mstep: Class 24 contains 9143 members 
Mstep: Class 25 contains 2848 members 
Mstep: Class 26 contains 14354 members 
Mstep: Class 27 contains 161478 members 
Mstep: Class 28 contains 5080 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 48320 members 
Mstep: Class 31 contains 40467 members 
Mstep: Class 32 contains 59785 members 
Mstep: Class 33 contains 94222 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 141094 members 
Mstep: Class 37 contains 18358 members 
Mstep: Class 38 contains 38231 members 
Mstep: Class 39 contains 66157 members 
Mstep: Class 40 contains 162 members 
Mstep: Class 41 contains 16073 members 
Mstep: Class 42 contains 5213 members 
Mstep: Class 43 contains 73438 members 
Mstep: Class 44 contains 94763 members 
Mstep: Class 45 contains 5811 members 
Mstep: Class 46 contains 4537 members 
Mstep: Class 47 contains 27311 members 
Mstep: Class 48 contains 19281 members 
Mstep: Class 49 contains 522 members 
Entering Unmasked Estep 
Score: -87452560.000000 Penalty: 32024.087891
Splitting cluster 35 changes total score from -87451912.000000 to -87452560.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 36 (141094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141094 members 
Entering Unmasked Estep 
Score: -7326405.000000 Penalty: 539.501770
	Iteration 0F: 2 clusters Score -7326405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 70589 members 
Entering Unmasked Estep 
Score: -7231225.000000 Penalty: 1079.003540
	Iteration 0F: 3 clusters Score -7231225 nChanged 69383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -7273450.000000 Penalty: 1079.003540
	Iteration 1F: 3 clusters Score -7273450 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -7275001.000000 Penalty: 1079.003540
	Iteration 2Q: 3 clusters Score -7275001 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -7277432.500000 Penalty: 1079.003540
	Iteration 3Q: 3 clusters Score -7277432 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -7281684.500000 Penalty: 1079.003540
	Iteration 4F: 3 clusters Score -7281684 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -7288930.500000 Penalty: 1079.003540
	Iteration 5F: 3 clusters Score -7288930 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 104929 members 
Entering Unmasked Estep 
Score: -7298643.500000 Penalty: 1079.003540
	Iteration 6F: 3 clusters Score -7298644 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -7307064.500000 Penalty: 1079.003540
	Iteration 7F: 3 clusters Score -7307064 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 115815 members 
Entering Unmasked Estep 
Score: -7311522.000000 Penalty: 1079.003540
	Iteration 8Q: 3 clusters Score -7311522 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 119134 members 
Entering Unmasked Estep 
Score: -7313897.500000 Penalty: 1079.003540
	Iteration 9Q: 3 clusters Score -7313898 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 122152 members 
Entering Unmasked Estep 
Score: -7315737.500000 Penalty: 1079.003540
	Iteration 10Q: 3 clusters Score -7315738 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 124940 members 
Entering Unmasked Estep 
Score: -7317398.000000 Penalty: 1079.003540
	Iteration 11Q: 3 clusters Score -7317398 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 127361 members 
Entering Unmasked Estep 
Score: -7318820.000000 Penalty: 1079.003540
	Iteration 12Q: 3 clusters Score -7318820 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 129457 members 
Entering Unmasked Estep 
Score: -7320091.000000 Penalty: 1079.003540
	Iteration 13Q: 3 clusters Score -7320091 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 131285 members 
Entering Unmasked Estep 
Score: -7321251.500000 Penalty: 1079.003540
	Iteration 14Q: 3 clusters Score -7321252 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 132880 members 
Entering Unmasked Estep 
Score: -7322164.500000 Penalty: 1079.003540
	Iteration 15Q: 3 clusters Score -7322164 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 134251 members 
Entering Unmasked Estep 
Score: -7322952.000000 Penalty: 1079.003540
	Iteration 16Q: 3 clusters Score -7322952 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 135457 members 
Entering Unmasked Estep 
Score: -7323621.000000 Penalty: 1079.003540
	Iteration 17Q: 3 clusters Score -7323621 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 136506 members 
Entering Unmasked Estep 
Score: -7324225.500000 Penalty: 1079.003540
	Iteration 18Q: 3 clusters Score -7324226 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 137410 members 
Entering Unmasked Estep 
Score: -7324683.500000 Penalty: 1079.003540
	Iteration 19Q: 3 clusters Score -7324684 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 138111 members 
Entering Unmasked Estep 
Score: -7324976.000000 Penalty: 1079.003540
	Iteration 20F: 3 clusters Score -7324976 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 138679 members 
Entering Unmasked Estep 
Score: -7325280.500000 Penalty: 1079.003540
	Iteration 21Q: 3 clusters Score -7325280 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 139099 members 
Entering Unmasked Estep 
Score: -7325440.000000 Penalty: 1079.003540
	Iteration 22Q: 3 clusters Score -7325440 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 139440 members 
Entering Unmasked Estep 
Score: -7325592.000000 Penalty: 1079.003540
	Iteration 23Q: 3 clusters Score -7325592 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 139718 members 
Entering Unmasked Estep 
Score: -7325706.500000 Penalty: 1079.003540
	Iteration 24Q: 3 clusters Score -7325706 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 139928 members 
Entering Unmasked Estep 
Score: -7325790.000000 Penalty: 1079.003540
	Iteration 25Q: 3 clusters Score -7325790 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 140086 members 
Entering Unmasked Estep 
Score: -7325828.000000 Penalty: 1079.003540
	Iteration 26Q: 3 clusters Score -7325828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 140182 members 
Entering Unmasked Estep 
Score: -7325853.000000 Penalty: 1079.003540
	Iteration 27Q: 3 clusters Score -7325853 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 140254 members 
Entering Unmasked Estep 
Score: -7325869.000000 Penalty: 1079.003540
	Iteration 28Q: 3 clusters Score -7325869 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 140310 members 
Entering Unmasked Estep 
Score: -7325879.000000 Penalty: 1079.003540
	Iteration 29Q: 3 clusters Score -7325879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 140352 members 
Entering Unmasked Estep 
Score: -7325883.500000 Penalty: 1079.003540
	Iteration 30Q: 3 clusters Score -7325884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 140392 members 
Entering Unmasked Estep 
Score: -7325881.000000 Penalty: 1079.003540
	Iteration 31Q: 3 clusters Score -7325881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 140427 members 
Entering Unmasked Estep 
Score: -7325884.000000 Penalty: 1079.003540
	Iteration 32Q: 3 clusters Score -7325884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 140459 members 
Entering Unmasked Estep 
Score: -7325897.000000 Penalty: 1079.003540
	Iteration 33Q: 3 clusters Score -7325897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 140483 members 
Entering Unmasked Estep 
Score: -7325913.500000 Penalty: 1079.003540
	Iteration 34Q: 3 clusters Score -7325914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 140508 members 
Entering Unmasked Estep 
Score: -7325912.500000 Penalty: 1079.003540
	Iteration 35Q: 3 clusters Score -7325912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 140526 members 
Entering Unmasked Estep 
Score: -7325926.000000 Penalty: 1079.003540
	Iteration 36Q: 3 clusters Score -7325926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 140546 members 
Entering Unmasked Estep 
Score: -7325922.000000 Penalty: 1079.003540
	Iteration 37Q: 3 clusters Score -7325922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 140560 members 
Entering Unmasked Estep 
Score: -7325934.000000 Penalty: 1079.003540
	Iteration 38Q: 3 clusters Score -7325934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 140571 members 
Entering Unmasked Estep 
Score: -7325935.000000 Penalty: 1079.003540
	Iteration 39Q: 3 clusters Score -7325935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 140577 members 
Entering Unmasked Estep 
Score: -7325948.500000 Penalty: 1079.003540
	Iteration 40F: 3 clusters Score -7325948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -7325949.000000 Penalty: 1079.003540
	Iteration 41Q: 3 clusters Score -7325949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 140589 members 
Entering Unmasked Estep 
Score: -7325950.500000 Penalty: 1079.003540
	Iteration 42Q: 3 clusters Score -7325950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 140592 members 
Entering Unmasked Estep 
Score: -7325956.000000 Penalty: 1079.003540
	Iteration 43Q: 3 clusters Score -7325956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 140595 members 
Entering Unmasked Estep 
Score: -7325964.500000 Penalty: 1079.003540
	Iteration 44Q: 3 clusters Score -7325964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 140604 members 
Entering Unmasked Estep 
Score: -7325966.500000 Penalty: 1079.003540
	Iteration 45Q: 3 clusters Score -7325966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 140615 members 
Entering Unmasked Estep 
Score: -7325963.000000 Penalty: 1079.003540
	Iteration 46Q: 3 clusters Score -7325963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 140620 members 
Entering Unmasked Estep 
Score: -7325968.500000 Penalty: 1079.003540
	Iteration 47Q: 3 clusters Score -7325968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 140620 members 
Entering Unmasked Estep 
Score: -7325969.000000 Penalty: 1079.003540
	Iteration 48Q: 3 clusters Score -7325969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 140618 members 
Entering Unmasked Estep 
Score: -7325966.000000 Penalty: 1079.003540
	Iteration 49Q: 3 clusters Score -7325966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 140619 members 
Entering Unmasked Estep 
Score: -7325967.000000 Penalty: 1079.003540
	Iteration 50Q: 3 clusters Score -7325967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 140620 members 
Entering Unmasked Estep 
Score: -7325966.500000 Penalty: 1079.003540
	Iteration 51Q: 3 clusters Score -7325966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 140622 members 
Entering Unmasked Estep 
Score: -7325966.500000 Penalty: 1079.003540
	Iteration 52Q: 3 clusters Score -7325966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -7325963.500000 Penalty: 1079.003540
	Iteration 53Q: 3 clusters Score -7325964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 140628 members 
Entering Unmasked Estep 
Score: -7325965.500000 Penalty: 1079.003540
	Iteration 54Q: 3 clusters Score -7325966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 140632 members 
Entering Unmasked Estep 
Score: -7325963.000000 Penalty: 1079.003540
	Iteration 55Q: 3 clusters Score -7325963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 140638 members 
Entering Unmasked Estep 
Score: -7325961.500000 Penalty: 1079.003540
	Iteration 56Q: 3 clusters Score -7325962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 140644 members 
Entering Unmasked Estep 
Score: -7325968.500000 Penalty: 1079.003540
	Iteration 57Q: 3 clusters Score -7325968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 140650 members 
Entering Unmasked Estep 
Score: -7325970.500000 Penalty: 1079.003540
	Iteration 58Q: 3 clusters Score -7325970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 140658 members 
Entering Unmasked Estep 
Score: -7325976.000000 Penalty: 1079.003540
	Iteration 59Q: 3 clusters Score -7325976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 140662 members 
Entering Unmasked Estep 
Score: -7325973.500000 Penalty: 1079.003540
	Iteration 60F: 3 clusters Score -7325974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 140664 members 
Entering Unmasked Estep 
Score: -7325972.500000 Penalty: 1079.003540
	Iteration 61Q: 3 clusters Score -7325972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 140667 members 
Entering Unmasked Estep 
Score: -7325972.000000 Penalty: 1079.003540
	Iteration 62Q: 3 clusters Score -7325972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 140671 members 
Entering Unmasked Estep 
Score: -7325976.500000 Penalty: 1079.003540
	Iteration 63Q: 3 clusters Score -7325976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 140673 members 
Entering Unmasked Estep 
Score: -7325977.500000 Penalty: 1079.003540
	Iteration 64Q: 3 clusters Score -7325978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 140674 members 
Entering Unmasked Estep 
Score: -7325975.500000 Penalty: 1079.003540
	Iteration 65Q: 3 clusters Score -7325976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 140675 members 
Entering Unmasked Estep 
Score: -7325977.500000 Penalty: 1079.003540
	Iteration 66Q: 3 clusters Score -7325978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 140676 members 
Entering Unmasked Estep 
Score: -7325981.500000 Penalty: 1079.003540
	Iteration 67Q: 3 clusters Score -7325982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 140677 members 
Entering Unmasked Estep 
Score: -7325981.500000 Penalty: 1079.003540
	Iteration 68Q: 3 clusters Score -7325982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 140680 members 
Entering Unmasked Estep 
Score: -7325980.500000 Penalty: 1079.003540
	Iteration 69Q: 3 clusters Score -7325980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 140682 members 
Entering Unmasked Estep 
Score: -7325977.500000 Penalty: 1079.003540
	Iteration 70Q: 3 clusters Score -7325978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 140684 members 
Entering Unmasked Estep 
Score: -7325978.500000 Penalty: 1079.003540
	Iteration 71Q: 3 clusters Score -7325978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 140685 members 
Entering Unmasked Estep 
Score: -7325981.000000 Penalty: 1079.003540
	Iteration 72Q: 3 clusters Score -7325981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 140686 members 
Entering Unmasked Estep 
Score: -7325979.500000 Penalty: 1079.003540
	Iteration 73Q: 3 clusters Score -7325980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 140687 members 
Entering Unmasked Estep 
Score: -7325981.500000 Penalty: 1079.003540
	Iteration 74Q: 3 clusters Score -7325982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 140688 members 
Entering Unmasked Estep 
Score: -7325978.000000 Penalty: 1079.003540
	Iteration 75Q: 3 clusters Score -7325978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 140689 members 
Entering Unmasked Estep 
Score: -7325981.500000 Penalty: 1079.003540
	Iteration 76Q: 3 clusters Score -7325982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 140689 members 
Entering Unmasked Estep 
Score: -7325981.500000 Penalty: 1079.003540
	Iteration 77F: 3 clusters Score -7325982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Entering Unmasked Estep 
Score: -958972.687500 Penalty: 446.710846
	Iteration 0F: 2 clusters Score -958972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -946845.812500 Penalty: 893.421692
	Iteration 0F: 3 clusters Score -946845.8 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -951682.687500 Penalty: 893.421692
	Iteration 1F: 3 clusters Score -951682.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -952010.312500 Penalty: 893.421692
	Iteration 2Q: 3 clusters Score -952010.3 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -952511.187500 Penalty: 893.421692
	Iteration 3F: 3 clusters Score -952511.2 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -953235.375000 Penalty: 893.421692
	Iteration 4F: 3 clusters Score -953235.4 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -954377.625000 Penalty: 893.421692
	Iteration 5F: 3 clusters Score -954377.6 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -955910.562500 Penalty: 893.421692
	Iteration 6F: 3 clusters Score -955910.6 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -957231.812500 Penalty: 893.421692
	Iteration 7F: 3 clusters Score -957231.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -957832.500000 Penalty: 893.421692
	Iteration 8Q: 3 clusters Score -957832.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -958130.875000 Penalty: 893.421692
	Iteration 9Q: 3 clusters Score -958130.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -958323.625000 Penalty: 893.421692
	Iteration 10Q: 3 clusters Score -958323.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -958442.875000 Penalty: 893.421692
	Iteration 11Q: 3 clusters Score -958442.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -958524.125000 Penalty: 893.421692
	Iteration 12Q: 3 clusters Score -958524.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -958567.562500 Penalty: 893.421692
	Iteration 13Q: 3 clusters Score -958567.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -958605.750000 Penalty: 893.421692
	Iteration 14Q: 3 clusters Score -958605.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -958628.750000 Penalty: 893.421692
	Iteration 15Q: 3 clusters Score -958628.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -958638.750000 Penalty: 893.421692
	Iteration 16Q: 3 clusters Score -958638.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -958643.687500 Penalty: 893.421692
	Iteration 17Q: 3 clusters Score -958643.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -958645.187500 Penalty: 893.421692
	Iteration 18Q: 3 clusters Score -958645.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -958647.437500 Penalty: 893.421692
	Iteration 19Q: 3 clusters Score -958647.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -958649.000000 Penalty: 893.421692
	Iteration 20F: 3 clusters Score -958649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -958649.875000 Penalty: 893.421692
	Iteration 21Q: 3 clusters Score -958649.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -958649.625000 Penalty: 893.421692
	Iteration 22Q: 3 clusters Score -958649.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -958648.750000 Penalty: 893.421692
	Iteration 23Q: 3 clusters Score -958648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -958649.687500 Penalty: 893.421692
	Iteration 24Q: 3 clusters Score -958649.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -958650.500000 Penalty: 893.421692
	Iteration 25Q: 3 clusters Score -958650.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -958649.937500 Penalty: 893.421692
	Iteration 26Q: 3 clusters Score -958649.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -958651.312500 Penalty: 893.421692
	Iteration 27Q: 3 clusters Score -958651.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -958651.125000 Penalty: 893.421692
	Iteration 28Q: 3 clusters Score -958651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -958651.250000 Penalty: 893.421692
	Iteration 29Q: 3 clusters Score -958651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -958651.875000 Penalty: 893.421692
	Iteration 30Q: 3 clusters Score -958651.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -958650.625000 Penalty: 893.421692
	Iteration 31Q: 3 clusters Score -958650.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -958650.500000 Penalty: 893.421692
	Iteration 32Q: 3 clusters Score -958650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -958650.500000 Penalty: 893.421692
	Iteration 33F: 3 clusters Score -958650.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (38231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Entering Unmasked Estep 
Score: -2069405.375000 Penalty: 480.088806
	Iteration 0F: 2 clusters Score -2069405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2043719.750000 Penalty: 960.177612
	Iteration 0F: 3 clusters Score -2043720 nChanged 18481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2055077.625000 Penalty: 960.177612
	Iteration 1F: 3 clusters Score -2055078 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2055866.125000 Penalty: 960.177612
	Iteration 2Q: 3 clusters Score -2055866 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -2057142.625000 Penalty: 960.177612
	Iteration 3F: 3 clusters Score -2057143 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -2059195.500000 Penalty: 960.177612
	Iteration 4F: 3 clusters Score -2059196 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -2062014.750000 Penalty: 960.177612
	Iteration 5F: 3 clusters Score -2062015 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -2065250.125000 Penalty: 960.177612
	Iteration 6F: 3 clusters Score -2065250 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -2067589.500000 Penalty: 960.177612
	Iteration 7F: 3 clusters Score -2067590 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -2068574.625000 Penalty: 960.177612
	Iteration 8Q: 3 clusters Score -2068575 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -2068856.125000 Penalty: 960.177612
	Iteration 9Q: 3 clusters Score -2068856 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -2068939.625000 Penalty: 960.177612
	Iteration 10Q: 3 clusters Score -2068940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -2068961.750000 Penalty: 960.177612
	Iteration 11Q: 3 clusters Score -2068962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -2068972.625000 Penalty: 960.177612
	Iteration 12Q: 3 clusters Score -2068973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -2068979.250000 Penalty: 960.177612
	Iteration 13Q: 3 clusters Score -2068979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -2068981.375000 Penalty: 960.177612
	Iteration 14Q: 3 clusters Score -2068981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -2068981.625000 Penalty: 960.177612
	Iteration 15Q: 3 clusters Score -2068982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -2068981.625000 Penalty: 960.177612
	Iteration 16F: 3 clusters Score -2068982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (66157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Entering Unmasked Estep 
Score: -3669221.000000 Penalty: 505.040253
	Iteration 0F: 2 clusters Score -3669221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -3624656.000000 Penalty: 1010.080505
	Iteration 0F: 3 clusters Score -3624656 nChanged 32233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -3644589.500000 Penalty: 1010.080505
	Iteration 1F: 3 clusters Score -3644590 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3645630.750000 Penalty: 1010.080505
	Iteration 2Q: 3 clusters Score -3645631 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -3647419.750000 Penalty: 1010.080505
	Iteration 3Q: 3 clusters Score -3647420 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3650472.000000 Penalty: 1010.080505
	Iteration 4F: 3 clusters Score -3650472 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3654450.250000 Penalty: 1010.080505
	Iteration 5F: 3 clusters Score -3654450 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3657795.750000 Penalty: 1010.080505
	Iteration 6F: 3 clusters Score -3657796 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3659651.750000 Penalty: 1010.080505
	Iteration 7Q: 3 clusters Score -3659652 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3660649.000000 Penalty: 1010.080505
	Iteration 8Q: 3 clusters Score -3660649 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3661473.750000 Penalty: 1010.080505
	Iteration 9Q: 3 clusters Score -3661474 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3662283.000000 Penalty: 1010.080505
	Iteration 10Q: 3 clusters Score -3662283 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3663161.250000 Penalty: 1010.080505
	Iteration 11Q: 3 clusters Score -3663161 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3664008.000000 Penalty: 1010.080505
	Iteration 12Q: 3 clusters Score -3664008 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3664697.000000 Penalty: 1010.080505
	Iteration 13Q: 3 clusters Score -3664697 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3665324.000000 Penalty: 1010.080505
	Iteration 14Q: 3 clusters Score -3665324 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57938 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3665830.250000 Penalty: 1010.080505
	Iteration 15Q: 3 clusters Score -3665830 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58498 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -3666236.250000 Penalty: 1010.080505
	Iteration 16Q: 3 clusters Score -3666236 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -3666614.250000 Penalty: 1010.080505
	Iteration 17Q: 3 clusters Score -3666614 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3666895.000000 Penalty: 1010.080505
	Iteration 18Q: 3 clusters Score -3666895 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -3667134.250000 Penalty: 1010.080505
	Iteration 19Q: 3 clusters Score -3667134 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3667302.500000 Penalty: 1010.080505
	Iteration 20F: 3 clusters Score -3667302 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3667434.750000 Penalty: 1010.080505
	Iteration 21Q: 3 clusters Score -3667435 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60489 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3667535.000000 Penalty: 1010.080505
	Iteration 22Q: 3 clusters Score -3667535 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3667633.000000 Penalty: 1010.080505
	Iteration 23Q: 3 clusters Score -3667633 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60772 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3667693.500000 Penalty: 1010.080505
	Iteration 24Q: 3 clusters Score -3667694 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -3667742.250000 Penalty: 1010.080505
	Iteration 25Q: 3 clusters Score -3667742 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3667804.500000 Penalty: 1010.080505
	Iteration 26Q: 3 clusters Score -3667804 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -3667849.500000 Penalty: 1010.080505
	Iteration 27Q: 3 clusters Score -3667850 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3667909.500000 Penalty: 1010.080505
	Iteration 28Q: 3 clusters Score -3667910 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3667951.000000 Penalty: 1010.080505
	Iteration 29Q: 3 clusters Score -3667951 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -3667997.250000 Penalty: 1010.080505
	Iteration 30Q: 3 clusters Score -3667997 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -3668049.500000 Penalty: 1010.080505
	Iteration 31Q: 3 clusters Score -3668050 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61455 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3668088.750000 Penalty: 1010.080505
	Iteration 32Q: 3 clusters Score -3668089 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3668132.750000 Penalty: 1010.080505
	Iteration 33Q: 3 clusters Score -3668133 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3668165.250000 Penalty: 1010.080505
	Iteration 34Q: 3 clusters Score -3668165 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3668204.500000 Penalty: 1010.080505
	Iteration 35Q: 3 clusters Score -3668204 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3668235.500000 Penalty: 1010.080505
	Iteration 36Q: 3 clusters Score -3668236 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3668259.250000 Penalty: 1010.080505
	Iteration 37Q: 3 clusters Score -3668259 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3668303.250000 Penalty: 1010.080505
	Iteration 38Q: 3 clusters Score -3668303 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3668320.250000 Penalty: 1010.080505
	Iteration 39Q: 3 clusters Score -3668320 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3668359.250000 Penalty: 1010.080505
	Iteration 40F: 3 clusters Score -3668359 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3668376.250000 Penalty: 1010.080505
	Iteration 41Q: 3 clusters Score -3668376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3668403.500000 Penalty: 1010.080505
	Iteration 42Q: 3 clusters Score -3668404 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3668404.000000 Penalty: 1010.080505
	Iteration 43Q: 3 clusters Score -3668404 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3668423.750000 Penalty: 1010.080505
	Iteration 44Q: 3 clusters Score -3668424 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3668422.250000 Penalty: 1010.080505
	Iteration 45Q: 3 clusters Score -3668422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3668445.250000 Penalty: 1010.080505
	Iteration 46Q: 3 clusters Score -3668445 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61803 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3668471.250000 Penalty: 1010.080505
	Iteration 47Q: 3 clusters Score -3668471 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61807 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3668490.250000 Penalty: 1010.080505
	Iteration 48Q: 3 clusters Score -3668490 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3668513.500000 Penalty: 1010.080505
	Iteration 49Q: 3 clusters Score -3668514 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3668528.250000 Penalty: 1010.080505
	Iteration 50Q: 3 clusters Score -3668528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3668541.500000 Penalty: 1010.080505
	Iteration 51Q: 3 clusters Score -3668542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3668539.500000 Penalty: 1010.080505
	Iteration 52Q: 3 clusters Score -3668540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -3668543.250000 Penalty: 1010.080505
	Iteration 53Q: 3 clusters Score -3668543 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62198 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3668536.250000 Penalty: 1010.080505
	Iteration 54Q: 3 clusters Score -3668536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62197 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3668548.000000 Penalty: 1010.080505
	Iteration 55Q: 3 clusters Score -3668548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62217 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3668548.250000 Penalty: 1010.080505
	Iteration 56Q: 3 clusters Score -3668548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62303 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3668548.500000 Penalty: 1010.080505
	Iteration 57Q: 3 clusters Score -3668548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3668561.500000 Penalty: 1010.080505
	Iteration 58Q: 3 clusters Score -3668562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3668585.750000 Penalty: 1010.080505
	Iteration 59Q: 3 clusters Score -3668586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3668580.250000 Penalty: 1010.080505
	Iteration 60F: 3 clusters Score -3668580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3668576.500000 Penalty: 1010.080505
	Iteration 61Q: 3 clusters Score -3668576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3668583.500000 Penalty: 1010.080505
	Iteration 62Q: 3 clusters Score -3668584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3668589.000000 Penalty: 1010.080505
	Iteration 63Q: 3 clusters Score -3668589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3668588.750000 Penalty: 1010.080505
	Iteration 64Q: 3 clusters Score -3668589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3668597.250000 Penalty: 1010.080505
	Iteration 65Q: 3 clusters Score -3668597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3668594.000000 Penalty: 1010.080505
	Iteration 66Q: 3 clusters Score -3668594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3668590.000000 Penalty: 1010.080505
	Iteration 67Q: 3 clusters Score -3668590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -3668596.500000 Penalty: 1010.080505
	Iteration 68Q: 3 clusters Score -3668596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3668591.750000 Penalty: 1010.080505
	Iteration 69Q: 3 clusters Score -3668592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3668594.000000 Penalty: 1010.080505
	Iteration 70Q: 3 clusters Score -3668594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62594 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3668594.000000 Penalty: 1010.080505
	Iteration 71Q: 3 clusters Score -3668594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3668605.500000 Penalty: 1010.080505
	Iteration 72Q: 3 clusters Score -3668606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3668602.750000 Penalty: 1010.080505
	Iteration 73Q: 3 clusters Score -3668603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3668610.000000 Penalty: 1010.080505
	Iteration 74Q: 3 clusters Score -3668610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3668611.750000 Penalty: 1010.080505
	Iteration 75Q: 3 clusters Score -3668612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3668613.750000 Penalty: 1010.080505
	Iteration 76Q: 3 clusters Score -3668614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3668619.000000 Penalty: 1010.080505
	Iteration 77Q: 3 clusters Score -3668619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3668610.750000 Penalty: 1010.080505
	Iteration 78Q: 3 clusters Score -3668611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3668612.000000 Penalty: 1010.080505
	Iteration 79Q: 3 clusters Score -3668612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62747 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3668615.500000 Penalty: 1010.080505
	Iteration 80F: 3 clusters Score -3668616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3668603.500000 Penalty: 1010.080505
	Iteration 81Q: 3 clusters Score -3668604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3668604.250000 Penalty: 1010.080505
	Iteration 82Q: 3 clusters Score -3668604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3668601.750000 Penalty: 1010.080505
	Iteration 83Q: 3 clusters Score -3668602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3668609.000000 Penalty: 1010.080505
	Iteration 84Q: 3 clusters Score -3668609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62797 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3668610.750000 Penalty: 1010.080505
	Iteration 85Q: 3 clusters Score -3668611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3668608.500000 Penalty: 1010.080505
	Iteration 86Q: 3 clusters Score -3668608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3668609.250000 Penalty: 1010.080505
	Iteration 87Q: 3 clusters Score -3668609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3668612.500000 Penalty: 1010.080505
	Iteration 88Q: 3 clusters Score -3668612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3668598.500000 Penalty: 1010.080505
	Iteration 89Q: 3 clusters Score -3668598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3668597.250000 Penalty: 1010.080505
	Iteration 90Q: 3 clusters Score -3668597 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3668603.000000 Penalty: 1010.080505
	Iteration 91Q: 3 clusters Score -3668603 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3668599.750000 Penalty: 1010.080505
	Iteration 92Q: 3 clusters Score -3668600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3668600.250000 Penalty: 1010.080505
	Iteration 93Q: 3 clusters Score -3668600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62907 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3668599.750000 Penalty: 1010.080505
	Iteration 94Q: 3 clusters Score -3668600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3668597.250000 Penalty: 1010.080505
	Iteration 95Q: 3 clusters Score -3668597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3668605.250000 Penalty: 1010.080505
	Iteration 96Q: 3 clusters Score -3668605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3668608.250000 Penalty: 1010.080505
	Iteration 97Q: 3 clusters Score -3668608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3668609.750000 Penalty: 1010.080505
	Iteration 98Q: 3 clusters Score -3668610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62841 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3668602.750000 Penalty: 1010.080505
	Iteration 99Q: 3 clusters Score -3668603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3668605.250000 Penalty: 1010.080505
	Iteration 100F: 3 clusters Score -3668605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3668599.500000 Penalty: 1010.080505
	Iteration 101Q: 3 clusters Score -3668600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3668602.000000 Penalty: 1010.080505
	Iteration 102Q: 3 clusters Score -3668602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3668593.250000 Penalty: 1010.080505
	Iteration 103Q: 3 clusters Score -3668593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3668603.250000 Penalty: 1010.080505
	Iteration 104Q: 3 clusters Score -3668603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3668581.500000 Penalty: 1010.080505
	Iteration 105Q: 3 clusters Score -3668582 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3668603.750000 Penalty: 1010.080505
	Iteration 106Q: 3 clusters Score -3668604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62759 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3668606.500000 Penalty: 1010.080505
	Iteration 107Q: 3 clusters Score -3668606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3668609.250000 Penalty: 1010.080505
	Iteration 108Q: 3 clusters Score -3668609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3668608.750000 Penalty: 1010.080505
	Iteration 109Q: 3 clusters Score -3668609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3668604.750000 Penalty: 1010.080505
	Iteration 110Q: 3 clusters Score -3668605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3668611.000000 Penalty: 1010.080505
	Iteration 111Q: 3 clusters Score -3668611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3668596.500000 Penalty: 1010.080505
	Iteration 112Q: 3 clusters Score -3668596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3668608.500000 Penalty: 1010.080505
	Iteration 113Q: 3 clusters Score -3668608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62829 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3668606.500000 Penalty: 1010.080505
	Iteration 114Q: 3 clusters Score -3668606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3668608.500000 Penalty: 1010.080505
	Iteration 115Q: 3 clusters Score -3668608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3668608.250000 Penalty: 1010.080505
	Iteration 116Q: 3 clusters Score -3668608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3668608.000000 Penalty: 1010.080505
	Iteration 117Q: 3 clusters Score -3668608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3668605.000000 Penalty: 1010.080505
	Iteration 118Q: 3 clusters Score -3668605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3668605.500000 Penalty: 1010.080505
	Iteration 119Q: 3 clusters Score -3668606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62791 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3668609.000000 Penalty: 1010.080505
	Iteration 120F: 3 clusters Score -3668609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3668613.000000 Penalty: 1010.080505
	Iteration 121Q: 3 clusters Score -3668613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3668608.000000 Penalty: 1010.080505
	Iteration 122Q: 3 clusters Score -3668608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3668599.000000 Penalty: 1010.080505
	Iteration 123Q: 3 clusters Score -3668599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3668603.250000 Penalty: 1010.080505
	Iteration 124Q: 3 clusters Score -3668603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3668612.000000 Penalty: 1010.080505
	Iteration 125Q: 3 clusters Score -3668612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3668611.000000 Penalty: 1010.080505
	Iteration 126Q: 3 clusters Score -3668611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3668606.250000 Penalty: 1010.080505
	Iteration 127Q: 3 clusters Score -3668606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3668605.750000 Penalty: 1010.080505
	Iteration 128Q: 3 clusters Score -3668606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3668606.500000 Penalty: 1010.080505
	Iteration 129Q: 3 clusters Score -3668606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3668600.250000 Penalty: 1010.080505
	Iteration 130Q: 3 clusters Score -3668600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3668610.750000 Penalty: 1010.080505
	Iteration 131Q: 3 clusters Score -3668611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3668610.750000 Penalty: 1010.080505
	Iteration 132F: 3 clusters Score -3668611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -6045.877441 Penalty: 231.485641
	Iteration 0F: 2 clusters Score -6045.877 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 80 members 
Entering Unmasked Estep 
Score: -5839.849609 Penalty: 462.971283
	Iteration 0F: 3 clusters Score -5839.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -5895.488281 Penalty: 462.971283
	Iteration 1F: 3 clusters Score -5895.488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -5917.154785 Penalty: 462.971283
	Iteration 2Q: 3 clusters Score -5917.155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -5943.405273 Penalty: 462.971283
	Iteration 3Q: 3 clusters Score -5943.405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5949.161621 Penalty: 462.971283
	Iteration 4Q: 3 clusters Score -5949.162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5949.161621 Penalty: 462.971283
	Iteration 5F: 3 clusters Score -5949.162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Entering Unmasked Estep 
Score: -873571.312500 Penalty: 440.662781
	Iteration 0F: 2 clusters Score -873571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -862885.937500 Penalty: 881.325562
	Iteration 0F: 3 clusters Score -862885.9 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -867460.187500 Penalty: 881.325562
	Iteration 1F: 3 clusters Score -867460.2 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -867936.750000 Penalty: 881.325562
	Iteration 2F: 3 clusters Score -867936.8 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -868708.812500 Penalty: 881.325562
	Iteration 3F: 3 clusters Score -868708.8 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -869795.500000 Penalty: 881.325562
	Iteration 4F: 3 clusters Score -869795.5 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -870944.187500 Penalty: 881.325562
	Iteration 5F: 3 clusters Score -870944.2 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -871558.875000 Penalty: 881.325562
	Iteration 6F: 3 clusters Score -871558.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -871905.625000 Penalty: 881.325562
	Iteration 7Q: 3 clusters Score -871905.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -872236.750000 Penalty: 881.325562
	Iteration 8Q: 3 clusters Score -872236.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -872538.062500 Penalty: 881.325562
	Iteration 9Q: 3 clusters Score -872538.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -872782.375000 Penalty: 881.325562
	Iteration 10Q: 3 clusters Score -872782.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -872976.125000 Penalty: 881.325562
	Iteration 11Q: 3 clusters Score -872976.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -873119.437500 Penalty: 881.325562
	Iteration 12Q: 3 clusters Score -873119.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -873202.125000 Penalty: 881.325562
	Iteration 13Q: 3 clusters Score -873202.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -873250.187500 Penalty: 881.325562
	Iteration 14Q: 3 clusters Score -873250.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -873271.750000 Penalty: 881.325562
	Iteration 15Q: 3 clusters Score -873271.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -873276.000000 Penalty: 881.325562
	Iteration 16Q: 3 clusters Score -873276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -873281.125000 Penalty: 881.325562
	Iteration 17Q: 3 clusters Score -873281.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -873282.250000 Penalty: 881.325562
	Iteration 18Q: 3 clusters Score -873282.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -873283.062500 Penalty: 881.325562
	Iteration 19Q: 3 clusters Score -873283.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -873283.875000 Penalty: 881.325562
	Iteration 20F: 3 clusters Score -873283.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -873287.500000 Penalty: 881.325562
	Iteration 21Q: 3 clusters Score -873287.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -873288.187500 Penalty: 881.325562
	Iteration 22Q: 3 clusters Score -873288.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -873284.750000 Penalty: 881.325562
	Iteration 23Q: 3 clusters Score -873284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -873284.687500 Penalty: 881.325562
	Iteration 24Q: 3 clusters Score -873284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -873283.625000 Penalty: 881.325562
	Iteration 25Q: 3 clusters Score -873283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -873283.625000 Penalty: 881.325562
	Iteration 26F: 3 clusters Score -873283.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Entering Unmasked Estep 
Score: -282444.593750 Penalty: 389.430420
	Iteration 0F: 2 clusters Score -282444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -278958.812500 Penalty: 778.860840
	Iteration 0F: 3 clusters Score -278958.8 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -280430.562500 Penalty: 778.860840
	Iteration 1F: 3 clusters Score -280430.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -280776.468750 Penalty: 778.860840
	Iteration 2F: 3 clusters Score -280776.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -281174.031250 Penalty: 778.860840
	Iteration 3F: 3 clusters Score -281174 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -281594.468750 Penalty: 778.860840
	Iteration 4F: 3 clusters Score -281594.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -281883.687500 Penalty: 778.860840
	Iteration 5F: 3 clusters Score -281883.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -282027.125000 Penalty: 778.860840
	Iteration 6Q: 3 clusters Score -282027.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -282081.093750 Penalty: 778.860840
	Iteration 7Q: 3 clusters Score -282081.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -282103.562500 Penalty: 778.860840
	Iteration 8Q: 3 clusters Score -282103.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -282112.187500 Penalty: 778.860840
	Iteration 9Q: 3 clusters Score -282112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -282115.750000 Penalty: 778.860840
	Iteration 10Q: 3 clusters Score -282115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -282118.562500 Penalty: 778.860840
	Iteration 11Q: 3 clusters Score -282118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -282123.750000 Penalty: 778.860840
	Iteration 12Q: 3 clusters Score -282123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -282130.750000 Penalty: 778.860840
	Iteration 13Q: 3 clusters Score -282130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -282132.781250 Penalty: 778.860840
	Iteration 14Q: 3 clusters Score -282132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -282132.781250 Penalty: 778.860840
	Iteration 15F: 3 clusters Score -282132.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (73438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73438 members 
Entering Unmasked Estep 
Score: -4046695.750000 Penalty: 509.790955
	Iteration 0F: 2 clusters Score -4046696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -3997397.500000 Penalty: 1019.581909
	Iteration 0F: 3 clusters Score -3997398 nChanged 35885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -4020299.750000 Penalty: 1019.581909
	Iteration 1F: 3 clusters Score -4020300 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -4022685.500000 Penalty: 1019.581909
	Iteration 2F: 3 clusters Score -4022686 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -4026726.000000 Penalty: 1019.581909
	Iteration 3F: 3 clusters Score -4026726 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -4033020.500000 Penalty: 1019.581909
	Iteration 4F: 3 clusters Score -4033020 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -4040212.250000 Penalty: 1019.581909
	Iteration 5F: 3 clusters Score -4040212 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71690 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4044582.250000 Penalty: 1019.581909
	Iteration 6F: 3 clusters Score -4044582 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73069 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4045921.750000 Penalty: 1019.581909
	Iteration 7Q: 3 clusters Score -4045922 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4046163.750000 Penalty: 1019.581909
	Iteration 8Q: 3 clusters Score -4046164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73396 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4046223.000000 Penalty: 1019.581909
	Iteration 9Q: 3 clusters Score -4046223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4046251.750000 Penalty: 1019.581909
	Iteration 10Q: 3 clusters Score -4046252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4046253.750000 Penalty: 1019.581909
	Iteration 11Q: 3 clusters Score -4046254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4046270.750000 Penalty: 1019.581909
	Iteration 12Q: 3 clusters Score -4046271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73405 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4046269.750000 Penalty: 1019.581909
	Iteration 13Q: 3 clusters Score -4046270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4046271.000000 Penalty: 1019.581909
	Iteration 14Q: 3 clusters Score -4046271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4046271.000000 Penalty: 1019.581909
	Iteration 15F: 3 clusters Score -4046271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (94763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Entering Unmasked Estep 
Score: -5227483.000000 Penalty: 521.390625
	Iteration 0F: 2 clusters Score -5227483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -5165266.500000 Penalty: 1042.781250
	Iteration 0F: 3 clusters Score -5165266 nChanged 46303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -5195058.500000 Penalty: 1042.781250
	Iteration 1F: 3 clusters Score -5195058 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -5198267.000000 Penalty: 1042.781250
	Iteration 2F: 3 clusters Score -5198267 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -5204598.500000 Penalty: 1042.781250
	Iteration 3F: 3 clusters Score -5204598 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -5214797.500000 Penalty: 1042.781250
	Iteration 4F: 3 clusters Score -5214798 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -5222409.500000 Penalty: 1042.781250
	Iteration 5F: 3 clusters Score -5222410 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -5224970.000000 Penalty: 1042.781250
	Iteration 6Q: 3 clusters Score -5224970 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -5226133.000000 Penalty: 1042.781250
	Iteration 7Q: 3 clusters Score -5226133 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -5226759.500000 Penalty: 1042.781250
	Iteration 8Q: 3 clusters Score -5226760 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -5227085.500000 Penalty: 1042.781250
	Iteration 9Q: 3 clusters Score -5227086 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -5227255.000000 Penalty: 1042.781250
	Iteration 10Q: 3 clusters Score -5227255 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -5227315.500000 Penalty: 1042.781250
	Iteration 11Q: 3 clusters Score -5227316 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -5227333.000000 Penalty: 1042.781250
	Iteration 12Q: 3 clusters Score -5227333 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -5227342.000000 Penalty: 1042.781250
	Iteration 13Q: 3 clusters Score -5227342 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -5227385.000000 Penalty: 1042.781250
	Iteration 14Q: 3 clusters Score -5227385 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -5227375.000000 Penalty: 1042.781250
	Iteration 15Q: 3 clusters Score -5227375 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -5227396.500000 Penalty: 1042.781250
	Iteration 16Q: 3 clusters Score -5227396 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -5227399.000000 Penalty: 1042.781250
	Iteration 17Q: 3 clusters Score -5227399 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -5227404.500000 Penalty: 1042.781250
	Iteration 18Q: 3 clusters Score -5227404 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -5227408.000000 Penalty: 1042.781250
	Iteration 19Q: 3 clusters Score -5227408 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -5227400.000000 Penalty: 1042.781250
	Iteration 20F: 3 clusters Score -5227400 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -5227400.000000 Penalty: 1042.781250
	Iteration 21Q: 3 clusters Score -5227400 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -5227412.500000 Penalty: 1042.781250
	Iteration 22Q: 3 clusters Score -5227412 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -5227411.500000 Penalty: 1042.781250
	Iteration 23Q: 3 clusters Score -5227412 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -5227407.500000 Penalty: 1042.781250
	Iteration 24Q: 3 clusters Score -5227408 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -5227404.000000 Penalty: 1042.781250
	Iteration 25Q: 3 clusters Score -5227404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -5227411.000000 Penalty: 1042.781250
	Iteration 26Q: 3 clusters Score -5227411 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -5227416.500000 Penalty: 1042.781250
	Iteration 27Q: 3 clusters Score -5227416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -5227416.500000 Penalty: 1042.781250
	Iteration 28Q: 3 clusters Score -5227416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -5227421.000000 Penalty: 1042.781250
	Iteration 29Q: 3 clusters Score -5227421 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -5227406.000000 Penalty: 1042.781250
	Iteration 30Q: 3 clusters Score -5227406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -5227416.500000 Penalty: 1042.781250
	Iteration 31Q: 3 clusters Score -5227416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -5227414.500000 Penalty: 1042.781250
	Iteration 32Q: 3 clusters Score -5227414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -5227407.500000 Penalty: 1042.781250
	Iteration 33Q: 3 clusters Score -5227408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -5227405.500000 Penalty: 1042.781250
	Iteration 34Q: 3 clusters Score -5227406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -5227402.500000 Penalty: 1042.781250
	Iteration 35Q: 3 clusters Score -5227402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -5227410.000000 Penalty: 1042.781250
	Iteration 36Q: 3 clusters Score -5227410 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -5227425.000000 Penalty: 1042.781250
	Iteration 37Q: 3 clusters Score -5227425 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -5227424.500000 Penalty: 1042.781250
	Iteration 38Q: 3 clusters Score -5227424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -5227420.500000 Penalty: 1042.781250
	Iteration 39Q: 3 clusters Score -5227420 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -5227421.000000 Penalty: 1042.781250
	Iteration 40F: 3 clusters Score -5227421 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -5227437.000000 Penalty: 1042.781250
	Iteration 41Q: 3 clusters Score -5227437 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -5227423.500000 Penalty: 1042.781250
	Iteration 42Q: 3 clusters Score -5227424 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 53264 members 
Entering Unmasked Estep 
Score: -5227420.000000 Penalty: 1042.781250
	Iteration 43Q: 3 clusters Score -5227420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -5227412.500000 Penalty: 1042.781250
	Iteration 44Q: 3 clusters Score -5227412 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -5227421.000000 Penalty: 1042.781250
	Iteration 45Q: 3 clusters Score -5227421 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -5227413.000000 Penalty: 1042.781250
	Iteration 46Q: 3 clusters Score -5227413 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -5227424.500000 Penalty: 1042.781250
	Iteration 47Q: 3 clusters Score -5227424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -5227410.500000 Penalty: 1042.781250
	Iteration 48Q: 3 clusters Score -5227410 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -5227404.000000 Penalty: 1042.781250
	Iteration 49Q: 3 clusters Score -5227404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -5227379.500000 Penalty: 1042.781250
	Iteration 50Q: 3 clusters Score -5227380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -5227387.000000 Penalty: 1042.781250
	Iteration 51Q: 3 clusters Score -5227387 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -5227381.000000 Penalty: 1042.781250
	Iteration 52Q: 3 clusters Score -5227381 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -5227375.000000 Penalty: 1042.781250
	Iteration 53Q: 3 clusters Score -5227375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -5227364.500000 Penalty: 1042.781250
	Iteration 54Q: 3 clusters Score -5227364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -5227366.500000 Penalty: 1042.781250
	Iteration 55Q: 3 clusters Score -5227366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -5227379.000000 Penalty: 1042.781250
	Iteration 56Q: 3 clusters Score -5227379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -5227387.500000 Penalty: 1042.781250
	Iteration 57Q: 3 clusters Score -5227388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -5227384.500000 Penalty: 1042.781250
	Iteration 58Q: 3 clusters Score -5227384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -5227386.500000 Penalty: 1042.781250
	Iteration 59Q: 3 clusters Score -5227386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -5227385.500000 Penalty: 1042.781250
	Iteration 60F: 3 clusters Score -5227386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -5227388.000000 Penalty: 1042.781250
	Iteration 61Q: 3 clusters Score -5227388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -5227386.500000 Penalty: 1042.781250
	Iteration 62Q: 3 clusters Score -5227386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -5227387.000000 Penalty: 1042.781250
	Iteration 63Q: 3 clusters Score -5227387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -5227376.500000 Penalty: 1042.781250
	Iteration 64Q: 3 clusters Score -5227376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -5227384.500000 Penalty: 1042.781250
	Iteration 65Q: 3 clusters Score -5227384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -5227382.500000 Penalty: 1042.781250
	Iteration 66Q: 3 clusters Score -5227382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -5227382.000000 Penalty: 1042.781250
	Iteration 67Q: 3 clusters Score -5227382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -5227382.000000 Penalty: 1042.781250
	Iteration 68F: 3 clusters Score -5227382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Entering Unmasked Estep 
Score: -315733.625000 Penalty: 394.371613
	Iteration 0F: 2 clusters Score -315733.6 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 2814 members 
Entering Unmasked Estep 
Score: -311789.500000 Penalty: 788.743225
	Iteration 0F: 3 clusters Score -311789.5 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -313466.218750 Penalty: 788.743225
	Iteration 1F: 3 clusters Score -313466.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -313862.812500 Penalty: 788.743225
	Iteration 2F: 3 clusters Score -313862.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -314353.000000 Penalty: 788.743225
	Iteration 3F: 3 clusters Score -314353 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -314822.281250 Penalty: 788.743225
	Iteration 4F: 3 clusters Score -314822.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -315140.937500 Penalty: 788.743225
	Iteration 5F: 3 clusters Score -315140.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -315256.968750 Penalty: 788.743225
	Iteration 6Q: 3 clusters Score -315257 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -315319.187500 Penalty: 788.743225
	Iteration 7Q: 3 clusters Score -315319.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -315369.187500 Penalty: 788.743225
	Iteration 8Q: 3 clusters Score -315369.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -315387.812500 Penalty: 788.743225
	Iteration 9Q: 3 clusters Score -315387.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -315399.625000 Penalty: 788.743225
	Iteration 10Q: 3 clusters Score -315399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -315402.656250 Penalty: 788.743225
	Iteration 11Q: 3 clusters Score -315402.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -315404.750000 Penalty: 788.743225
	Iteration 12Q: 3 clusters Score -315404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -315405.250000 Penalty: 788.743225
	Iteration 13Q: 3 clusters Score -315405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -315405.250000 Penalty: 788.743225
	Iteration 14F: 3 clusters Score -315405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Entering Unmasked Estep 
Score: -236528.171875 Penalty: 383.110962
	Iteration 0F: 2 clusters Score -236528.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -233431.796875 Penalty: 766.221924
	Iteration 0F: 3 clusters Score -233431.8 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -234645.218750 Penalty: 766.221924
	Iteration 1F: 3 clusters Score -234645.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -234884.562500 Penalty: 766.221924
	Iteration 2F: 3 clusters Score -234884.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -235164.609375 Penalty: 766.221924
	Iteration 3F: 3 clusters Score -235164.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -235474.515625 Penalty: 766.221924
	Iteration 4F: 3 clusters Score -235474.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -235731.093750 Penalty: 766.221924
	Iteration 5F: 3 clusters Score -235731.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -235916.343750 Penalty: 766.221924
	Iteration 6Q: 3 clusters Score -235916.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -236009.015625 Penalty: 766.221924
	Iteration 7Q: 3 clusters Score -236009 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -236047.484375 Penalty: 766.221924
	Iteration 8Q: 3 clusters Score -236047.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -236066.734375 Penalty: 766.221924
	Iteration 9Q: 3 clusters Score -236066.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -236083.343750 Penalty: 766.221924
	Iteration 10Q: 3 clusters Score -236083.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -236094.171875 Penalty: 766.221924
	Iteration 11Q: 3 clusters Score -236094.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -236101.765625 Penalty: 766.221924
	Iteration 12Q: 3 clusters Score -236101.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -236110.406250 Penalty: 766.221924
	Iteration 13Q: 3 clusters Score -236110.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -236114.781250 Penalty: 766.221924
	Iteration 14Q: 3 clusters Score -236114.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -236118.593750 Penalty: 766.221924
	Iteration 15Q: 3 clusters Score -236118.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -236123.390625 Penalty: 766.221924
	Iteration 16Q: 3 clusters Score -236123.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -236126.703125 Penalty: 766.221924
	Iteration 17Q: 3 clusters Score -236126.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -236129.406250 Penalty: 766.221924
	Iteration 18Q: 3 clusters Score -236129.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -236131.375000 Penalty: 766.221924
	Iteration 19Q: 3 clusters Score -236131.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -236133.734375 Penalty: 766.221924
	Iteration 20F: 3 clusters Score -236133.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -236136.281250 Penalty: 766.221924
	Iteration 21Q: 3 clusters Score -236136.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -236138.593750 Penalty: 766.221924
	Iteration 22Q: 3 clusters Score -236138.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -236142.359375 Penalty: 766.221924
	Iteration 23Q: 3 clusters Score -236142.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -236144.265625 Penalty: 766.221924
	Iteration 24Q: 3 clusters Score -236144.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -236147.875000 Penalty: 766.221924
	Iteration 25Q: 3 clusters Score -236147.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -236153.921875 Penalty: 766.221924
	Iteration 26Q: 3 clusters Score -236153.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -236158.265625 Penalty: 766.221924
	Iteration 27Q: 3 clusters Score -236158.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -236163.343750 Penalty: 766.221924
	Iteration 28Q: 3 clusters Score -236163.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -236165.140625 Penalty: 766.221924
	Iteration 29Q: 3 clusters Score -236165.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -236166.156250 Penalty: 766.221924
	Iteration 30Q: 3 clusters Score -236166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -236166.656250 Penalty: 766.221924
	Iteration 31Q: 3 clusters Score -236166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -236167.218750 Penalty: 766.221924
	Iteration 32Q: 3 clusters Score -236167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -236167.218750 Penalty: 766.221924
	Iteration 33F: 3 clusters Score -236167.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (27311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Entering Unmasked Estep 
Score: -1535640.250000 Penalty: 464.784546
	Iteration 0F: 2 clusters Score -1535640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1517605.250000 Penalty: 929.569092
	Iteration 0F: 3 clusters Score -1517605 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1525298.750000 Penalty: 929.569092
	Iteration 1F: 3 clusters Score -1525299 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1525740.375000 Penalty: 929.569092
	Iteration 2Q: 3 clusters Score -1525740 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -1526384.000000 Penalty: 929.569092
	Iteration 3Q: 3 clusters Score -1526384 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1527313.125000 Penalty: 929.569092
	Iteration 4F: 3 clusters Score -1527313 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -1528661.000000 Penalty: 929.569092
	Iteration 5F: 3 clusters Score -1528661 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -1530033.625000 Penalty: 929.569092
	Iteration 6F: 3 clusters Score -1530034 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -1531083.750000 Penalty: 929.569092
	Iteration 7F: 3 clusters Score -1531084 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -1531810.500000 Penalty: 929.569092
	Iteration 8Q: 3 clusters Score -1531810 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -1532355.750000 Penalty: 929.569092
	Iteration 9Q: 3 clusters Score -1532356 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -1532806.875000 Penalty: 929.569092
	Iteration 10Q: 3 clusters Score -1532807 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -1533203.625000 Penalty: 929.569092
	Iteration 11Q: 3 clusters Score -1533204 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -1533592.875000 Penalty: 929.569092
	Iteration 12Q: 3 clusters Score -1533593 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -1533988.500000 Penalty: 929.569092
	Iteration 13Q: 3 clusters Score -1533988 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -1534330.000000 Penalty: 929.569092
	Iteration 14Q: 3 clusters Score -1534330 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -1534607.250000 Penalty: 929.569092
	Iteration 15Q: 3 clusters Score -1534607 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -1534812.875000 Penalty: 929.569092
	Iteration 16Q: 3 clusters Score -1534813 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -1534933.000000 Penalty: 929.569092
	Iteration 17Q: 3 clusters Score -1534933 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -1535035.375000 Penalty: 929.569092
	Iteration 18Q: 3 clusters Score -1535035 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -1535115.000000 Penalty: 929.569092
	Iteration 19Q: 3 clusters Score -1535115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -1535162.875000 Penalty: 929.569092
	Iteration 20F: 3 clusters Score -1535163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -1535201.500000 Penalty: 929.569092
	Iteration 21Q: 3 clusters Score -1535202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -1535212.625000 Penalty: 929.569092
	Iteration 22Q: 3 clusters Score -1535213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -1535214.250000 Penalty: 929.569092
	Iteration 23Q: 3 clusters Score -1535214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -1535218.000000 Penalty: 929.569092
	Iteration 24Q: 3 clusters Score -1535218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -1535224.875000 Penalty: 929.569092
	Iteration 25Q: 3 clusters Score -1535225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -1535238.750000 Penalty: 929.569092
	Iteration 26Q: 3 clusters Score -1535239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -1535244.125000 Penalty: 929.569092
	Iteration 27Q: 3 clusters Score -1535244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -1535244.375000 Penalty: 929.569092
	Iteration 28Q: 3 clusters Score -1535244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -1535249.500000 Penalty: 929.569092
	Iteration 29Q: 3 clusters Score -1535250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -1535250.750000 Penalty: 929.569092
	Iteration 30Q: 3 clusters Score -1535251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -1535259.125000 Penalty: 929.569092
	Iteration 31Q: 3 clusters Score -1535259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -1535264.500000 Penalty: 929.569092
	Iteration 32Q: 3 clusters Score -1535264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -1535269.000000 Penalty: 929.569092
	Iteration 33Q: 3 clusters Score -1535269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -1535269.000000 Penalty: 929.569092
	Iteration 34F: 3 clusters Score -1535269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 86302 members 
Mstep: Class 3 contains 15286 members 
Mstep: Class 4 contains 900 members 
Mstep: Class 5 contains 36885 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 126743 members 
Mstep: Class 8 contains 75996 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 44456 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 58553 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 70556 members 
Mstep: Class 20 contains 63144 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 97821 members 
Mstep: Class 23 contains 72048 members 
Mstep: Class 24 contains 9143 members 
Mstep: Class 25 contains 2848 members 
Mstep: Class 26 contains 14354 members 
Mstep: Class 27 contains 161478 members 
Mstep: Class 28 contains 5080 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 48320 members 
Mstep: Class 31 contains 40467 members 
Mstep: Class 32 contains 59785 members 
Mstep: Class 33 contains 94222 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 141094 members 
Mstep: Class 37 contains 18358 members 
Mstep: Class 38 contains 38231 members 
Mstep: Class 39 contains 66157 members 
Mstep: Class 40 contains 162 members 
Mstep: Class 41 contains 16073 members 
Mstep: Class 42 contains 5213 members 
Mstep: Class 43 contains 73438 members 
Mstep: Class 44 contains 94763 members 
Mstep: Class 45 contains 5811 members 
Mstep: Class 46 contains 4537 members 
Mstep: Class 47 contains 27311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453008.000000 Penalty: 32024.087891
Iteration 279Q: 50 clusters Score -8.745301e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 86263 members 
Mstep: Class 3 contains 15183 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 37078 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 126955 members 
Mstep: Class 8 contains 75984 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 44516 members 
Mstep: Class 11 contains 9963 members 
Mstep: Class 12 contains 58578 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 1740 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 70465 members 
Mstep: Class 20 contains 63306 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 98051 members 
Mstep: Class 23 contains 72024 members 
Mstep: Class 24 contains 9092 members 
Mstep: Class 25 contains 2848 members 
Mstep: Class 26 contains 14374 members 
Mstep: Class 27 contains 161483 members 
Mstep: Class 28 contains 5082 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 48070 members 
Mstep: Class 31 contains 40457 members 
Mstep: Class 32 contains 60754 members 
Mstep: Class 33 contains 94196 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1852 members 
Mstep: Class 36 contains 141081 members 
Mstep: Class 37 contains 18391 members 
Mstep: Class 38 contains 38284 members 
Mstep: Class 39 contains 66136 members 
Mstep: Class 40 contains 164 members 
Mstep: Class 41 contains 16125 members 
Mstep: Class 42 contains 5217 members 
Mstep: Class 43 contains 72548 members 
Mstep: Class 44 contains 94914 members 
Mstep: Class 45 contains 5808 members 
Mstep: Class 46 contains 4544 members 
Mstep: Class 47 contains 26936 members 
Mstep: Class 48 contains 19015 members 
Mstep: Class 49 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453560.000000 Penalty: 32024.087891
Iteration 280F: 50 clusters Score -8.745356e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 86218 members 
Mstep: Class 3 contains 15287 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 37123 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 127192 members 
Mstep: Class 8 contains 75953 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 44626 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 58608 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 1398 members 
Mstep: Class 19 contains 70381 members 
Mstep: Class 20 contains 63477 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 98253 members 
Mstep: Class 23 contains 71999 members 
Mstep: Class 24 contains 9052 members 
Mstep: Class 25 contains 2844 members 
Mstep: Class 26 contains 14404 members 
Mstep: Class 27 contains 161476 members 
Mstep: Class 28 contains 5085 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 47843 members 
Mstep: Class 31 contains 40444 members 
Mstep: Class 32 contains 61671 members 
Mstep: Class 33 contains 94170 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1874 members 
Mstep: Class 36 contains 141033 members 
Mstep: Class 37 contains 18419 members 
Mstep: Class 38 contains 38327 members 
Mstep: Class 39 contains 66049 members 
Mstep: Class 40 contains 144 members 
Mstep: Class 41 contains 16170 members 
Mstep: Class 42 contains 5220 members 
Mstep: Class 43 contains 71678 members 
Mstep: Class 44 contains 94842 members 
Mstep: Class 45 contains 5800 members 
Mstep: Class 46 contains 4552 members 
Mstep: Class 47 contains 26610 members 
Mstep: Class 48 contains 18999 members 
Mstep: Class 49 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453776.000000 Penalty: 32024.087891
Iteration 281Q: 50 clusters Score -8.745378e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 86188 members 
Mstep: Class 3 contains 15264 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 5 contains 37165 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 127466 members 
Mstep: Class 8 contains 75907 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 44707 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 58650 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 1620 members 
Mstep: Class 18 contains 1381 members 
Mstep: Class 19 contains 70298 members 
Mstep: Class 20 contains 63748 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 98479 members 
Mstep: Class 23 contains 71972 members 
Mstep: Class 24 contains 9029 members 
Mstep: Class 25 contains 2847 members 
Mstep: Class 26 contains 14432 members 
Mstep: Class 27 contains 161455 members 
Mstep: Class 28 contains 5087 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 47652 members 
Mstep: Class 31 contains 40423 members 
Mstep: Class 32 contains 62407 members 
Mstep: Class 33 contains 94163 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1886 members 
Mstep: Class 36 contains 141014 members 
Mstep: Class 37 contains 18447 members 
Mstep: Class 38 contains 38357 members 
Mstep: Class 39 contains 66020 members 
Mstep: Class 40 contains 136 members 
Mstep: Class 41 contains 16223 members 
Mstep: Class 42 contains 5217 members 
Mstep: Class 43 contains 70863 members 
Mstep: Class 44 contains 94810 members 
Mstep: Class 45 contains 5791 members 
Mstep: Class 46 contains 4568 members 
Mstep: Class 47 contains 26281 members 
Mstep: Class 48 contains 18917 members 
Mstep: Class 49 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453848.000000 Penalty: 32024.087891
Iteration 282Q: 50 clusters Score -8.745385e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 86165 members 
Mstep: Class 3 contains 15082 members 
Mstep: Class 4 contains 865 members 
Mstep: Class 5 contains 37190 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 127642 members 
Mstep: Class 8 contains 75858 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 44772 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 58706 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 19 contains 70242 members 
Mstep: Class 20 contains 64002 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 98726 members 
Mstep: Class 23 contains 71936 members 
Mstep: Class 24 contains 9006 members 
Mstep: Class 25 contains 2845 members 
Mstep: Class 26 contains 14455 members 
Mstep: Class 27 contains 161420 members 
Mstep: Class 28 contains 5090 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 47482 members 
Mstep: Class 31 contains 40405 members 
Mstep: Class 32 contains 63089 members 
Mstep: Class 33 contains 94136 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1897 members 
Mstep: Class 36 contains 140979 members 
Mstep: Class 37 contains 18487 members 
Mstep: Class 38 contains 38391 members 
Mstep: Class 39 contains 66043 members 
Mstep: Class 40 contains 131 members 
Mstep: Class 41 contains 16281 members 
Mstep: Class 42 contains 5213 members 
Mstep: Class 43 contains 70081 members 
Mstep: Class 44 contains 94973 members 
Mstep: Class 45 contains 5781 members 
Mstep: Class 46 contains 4586 members 
Mstep: Class 47 contains 26009 members 
Mstep: Class 48 contains 18826 members 
Mstep: Class 49 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453776.000000 Penalty: 32024.087891
Iteration 283Q: 50 clusters Score -8.745378e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 86142 members 
Mstep: Class 3 contains 15024 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 37240 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 127780 members 
Mstep: Class 8 contains 75824 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 44807 members 
Mstep: Class 11 contains 9881 members 
Mstep: Class 12 contains 58761 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 1631 members 
Mstep: Class 17 contains 1625 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 19 contains 70206 members 
Mstep: Class 20 contains 64223 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 98980 members 
Mstep: Class 23 contains 71921 members 
Mstep: Class 24 contains 8987 members 
Mstep: Class 25 contains 2841 members 
Mstep: Class 26 contains 14483 members 
Mstep: Class 27 contains 161378 members 
Mstep: Class 28 contains 5093 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 47308 members 
Mstep: Class 31 contains 40370 members 
Mstep: Class 32 contains 63644 members 
Mstep: Class 33 contains 94117 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1912 members 
Mstep: Class 36 contains 140944 members 
Mstep: Class 37 contains 18531 members 
Mstep: Class 38 contains 38441 members 
Mstep: Class 39 contains 65997 members 
Mstep: Class 40 contains 129 members 
Mstep: Class 41 contains 16320 members 
Mstep: Class 42 contains 5213 members 
Mstep: Class 43 contains 69360 members 
Mstep: Class 44 contains 95084 members 
Mstep: Class 45 contains 5771 members 
Mstep: Class 46 contains 4601 members 
Mstep: Class 47 contains 25804 members 
Mstep: Class 48 contains 18726 members 
Mstep: Class 49 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87454008.000000 Penalty: 32024.087891
Iteration 284Q: 50 clusters Score -8.745401e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 86111 members 
Mstep: Class 3 contains 14989 members 
Mstep: Class 4 contains 877 members 
Mstep: Class 5 contains 37282 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 128018 members 
Mstep: Class 8 contains 75789 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 44867 members 
Mstep: Class 11 contains 9832 members 
Mstep: Class 12 contains 58812 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 1361 members 
Mstep: Class 19 contains 70178 members 
Mstep: Class 20 contains 64492 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 99199 members 
Mstep: Class 23 contains 71900 members 
Mstep: Class 24 contains 8973 members 
Mstep: Class 25 contains 2839 members 
Mstep: Class 26 contains 14507 members 
Mstep: Class 27 contains 161356 members 
Mstep: Class 28 contains 5099 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 47152 members 
Mstep: Class 31 contains 40345 members 
Mstep: Class 32 contains 64231 members 
Mstep: Class 33 contains 94077 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1922 members 
Mstep: Class 36 contains 140930 members 
Mstep: Class 37 contains 18563 members 
Mstep: Class 38 contains 38483 members 
Mstep: Class 39 contains 65948 members 
Mstep: Class 40 contains 127 members 
Mstep: Class 41 contains 16359 members 
Mstep: Class 42 contains 5220 members 
Mstep: Class 43 contains 68591 members 
Mstep: Class 44 contains 95094 members 
Mstep: Class 45 contains 5770 members 
Mstep: Class 46 contains 4610 members 
Mstep: Class 47 contains 25565 members 
Mstep: Class 48 contains 18618 members 
Mstep: Class 49 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453808.000000 Penalty: 32024.087891
Iteration 285Q: 50 clusters Score -8.745381e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 86080 members 
Mstep: Class 3 contains 14963 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 5 contains 37304 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 128223 members 
Mstep: Class 8 contains 75778 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 44962 members 
Mstep: Class 11 contains 9774 members 
Mstep: Class 12 contains 58847 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 1355 members 
Mstep: Class 19 contains 70145 members 
Mstep: Class 20 contains 64783 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 99321 members 
Mstep: Class 23 contains 71874 members 
Mstep: Class 24 contains 8961 members 
Mstep: Class 25 contains 2835 members 
Mstep: Class 26 contains 14520 members 
Mstep: Class 27 contains 161317 members 
Mstep: Class 28 contains 5105 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 47029 members 
Mstep: Class 31 contains 40324 members 
Mstep: Class 32 contains 64735 members 
Mstep: Class 33 contains 94028 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1930 members 
Mstep: Class 36 contains 140927 members 
Mstep: Class 37 contains 18598 members 
Mstep: Class 38 contains 38527 members 
Mstep: Class 39 contains 65841 members 
Mstep: Class 40 contains 126 members 
Mstep: Class 41 contains 16387 members 
Mstep: Class 42 contains 5234 members 
Mstep: Class 43 contains 67859 members 
Mstep: Class 44 contains 95136 members 
Mstep: Class 45 contains 5775 members 
Mstep: Class 46 contains 4621 members 
Mstep: Class 47 contains 25413 members 
Mstep: Class 48 contains 18565 members 
Mstep: Class 49 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453432.000000 Penalty: 32024.087891
Iteration 286Q: 50 clusters Score -8.745343e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 86065 members 
Mstep: Class 3 contains 14906 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 37312 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 128372 members 
Mstep: Class 8 contains 75760 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 45052 members 
Mstep: Class 11 contains 9738 members 
Mstep: Class 12 contains 58890 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 70115 members 
Mstep: Class 20 contains 65052 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 99443 members 
Mstep: Class 23 contains 71838 members 
Mstep: Class 24 contains 8945 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 14532 members 
Mstep: Class 27 contains 161298 members 
Mstep: Class 28 contains 5112 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 46924 members 
Mstep: Class 31 contains 40312 members 
Mstep: Class 32 contains 65203 members 
Mstep: Class 33 contains 93998 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1934 members 
Mstep: Class 36 contains 140927 members 
Mstep: Class 37 contains 18634 members 
Mstep: Class 38 contains 38571 members 
Mstep: Class 39 contains 65803 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16406 members 
Mstep: Class 42 contains 5251 members 
Mstep: Class 43 contains 67202 members 
Mstep: Class 44 contains 95172 members 
Mstep: Class 45 contains 5773 members 
Mstep: Class 46 contains 4630 members 
Mstep: Class 47 contains 25193 members 
Mstep: Class 48 contains 18537 members 
Mstep: Class 49 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453552.000000 Penalty: 32024.087891
Iteration 287Q: 50 clusters Score -8.745355e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 86064 members 
Mstep: Class 3 contains 14907 members 
Mstep: Class 4 contains 898 members 
Mstep: Class 5 contains 37321 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 128660 members 
Mstep: Class 8 contains 75758 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 45111 members 
Mstep: Class 11 contains 9705 members 
Mstep: Class 12 contains 58918 members 
Mstep: Class 13 contains 4709 members 
Mstep: Class 14 contains 1727 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1634 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 1333 members 
Mstep: Class 19 contains 70100 members 
Mstep: Class 20 contains 65342 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 99560 members 
Mstep: Class 23 contains 71804 members 
Mstep: Class 24 contains 8935 members 
Mstep: Class 25 contains 2829 members 
Mstep: Class 26 contains 14544 members 
Mstep: Class 27 contains 161279 members 
Mstep: Class 28 contains 5116 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 46830 members 
Mstep: Class 31 contains 40300 members 
Mstep: Class 32 contains 65559 members 
Mstep: Class 33 contains 93972 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1941 members 
Mstep: Class 36 contains 140931 members 
Mstep: Class 37 contains 18670 members 
Mstep: Class 38 contains 38619 members 
Mstep: Class 39 contains 65703 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16425 members 
Mstep: Class 42 contains 5264 members 
Mstep: Class 43 contains 66561 members 
Mstep: Class 44 contains 95072 members 
Mstep: Class 45 contains 5769 members 
Mstep: Class 46 contains 4636 members 
Mstep: Class 47 contains 25049 members 
Mstep: Class 48 contains 18506 members 
Mstep: Class 49 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453608.000000 Penalty: 32024.087891
Iteration 288Q: 50 clusters Score -8.745361e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 86068 members 
Mstep: Class 3 contains 14870 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 37336 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 128897 members 
Mstep: Class 8 contains 75755 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 45176 members 
Mstep: Class 11 contains 9654 members 
Mstep: Class 12 contains 58949 members 
Mstep: Class 13 contains 4713 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1632 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 1322 members 
Mstep: Class 19 contains 70082 members 
Mstep: Class 20 contains 65673 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 99698 members 
Mstep: Class 23 contains 71767 members 
Mstep: Class 24 contains 8926 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 14552 members 
Mstep: Class 27 contains 161259 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 46718 members 
Mstep: Class 31 contains 40286 members 
Mstep: Class 32 contains 65909 members 
Mstep: Class 33 contains 93951 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 140968 members 
Mstep: Class 37 contains 18714 members 
Mstep: Class 38 contains 38652 members 
Mstep: Class 39 contains 65662 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16453 members 
Mstep: Class 42 contains 5275 members 
Mstep: Class 43 contains 65921 members 
Mstep: Class 44 contains 95005 members 
Mstep: Class 45 contains 5762 members 
Mstep: Class 46 contains 4639 members 
Mstep: Class 47 contains 24824 members 
Mstep: Class 48 contains 18459 members 
Mstep: Class 49 contains 548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453456.000000 Penalty: 32024.087891
Iteration 289Q: 50 clusters Score -8.745346e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 86071 members 
Mstep: Class 3 contains 14890 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 37348 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 129190 members 
Mstep: Class 8 contains 75743 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 45232 members 
Mstep: Class 11 contains 9593 members 
Mstep: Class 12 contains 58965 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 1711 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 1314 members 
Mstep: Class 19 contains 70100 members 
Mstep: Class 20 contains 65961 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 99825 members 
Mstep: Class 23 contains 71733 members 
Mstep: Class 24 contains 8918 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 14559 members 
Mstep: Class 27 contains 161230 members 
Mstep: Class 28 contains 5132 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 46630 members 
Mstep: Class 31 contains 40276 members 
Mstep: Class 32 contains 66271 members 
Mstep: Class 33 contains 93934 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1950 members 
Mstep: Class 36 contains 141017 members 
Mstep: Class 37 contains 18753 members 
Mstep: Class 38 contains 38688 members 
Mstep: Class 39 contains 65587 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16467 members 
Mstep: Class 42 contains 5297 members 
Mstep: Class 43 contains 65239 members 
Mstep: Class 44 contains 94868 members 
Mstep: Class 45 contains 5755 members 
Mstep: Class 46 contains 4643 members 
Mstep: Class 47 contains 24660 members 
Mstep: Class 48 contains 18423 members 
Mstep: Class 49 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453696.000000 Penalty: 32024.087891
Iteration 290Q: 50 clusters Score -8.74537e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 86087 members 
Mstep: Class 3 contains 14825 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 37355 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 129419 members 
Mstep: Class 8 contains 75751 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 45311 members 
Mstep: Class 11 contains 9531 members 
Mstep: Class 12 contains 58982 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 1312 members 
Mstep: Class 19 contains 70104 members 
Mstep: Class 20 contains 66207 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 99929 members 
Mstep: Class 23 contains 71728 members 
Mstep: Class 24 contains 8911 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 14561 members 
Mstep: Class 27 contains 161208 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 46543 members 
Mstep: Class 31 contains 40272 members 
Mstep: Class 32 contains 66651 members 
Mstep: Class 33 contains 93917 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1952 members 
Mstep: Class 36 contains 141062 members 
Mstep: Class 37 contains 18789 members 
Mstep: Class 38 contains 38747 members 
Mstep: Class 39 contains 65536 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16483 members 
Mstep: Class 42 contains 5316 members 
Mstep: Class 43 contains 64471 members 
Mstep: Class 44 contains 94859 members 
Mstep: Class 45 contains 5752 members 
Mstep: Class 46 contains 4647 members 
Mstep: Class 47 contains 24529 members 
Mstep: Class 48 contains 18388 members 
Mstep: Class 49 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87454040.000000 Penalty: 32024.087891
Iteration 291Q: 50 clusters Score -8.745404e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 86090 members 
Mstep: Class 3 contains 14760 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 5 contains 37358 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 129656 members 
Mstep: Class 8 contains 75739 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 45396 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 59007 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 1308 members 
Mstep: Class 19 contains 70106 members 
Mstep: Class 20 contains 66535 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 100042 members 
Mstep: Class 23 contains 71706 members 
Mstep: Class 24 contains 8903 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 14566 members 
Mstep: Class 27 contains 161181 members 
Mstep: Class 28 contains 5135 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 46446 members 
Mstep: Class 31 contains 40266 members 
Mstep: Class 32 contains 66918 members 
Mstep: Class 33 contains 93900 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1955 members 
Mstep: Class 36 contains 141083 members 
Mstep: Class 37 contains 18822 members 
Mstep: Class 38 contains 38802 members 
Mstep: Class 39 contains 65591 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16513 members 
Mstep: Class 42 contains 5325 members 
Mstep: Class 43 contains 63793 members 
Mstep: Class 44 contains 94793 members 
Mstep: Class 45 contains 5747 members 
Mstep: Class 46 contains 4652 members 
Mstep: Class 47 contains 24348 members 
Mstep: Class 48 contains 18357 members 
Mstep: Class 49 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453704.000000 Penalty: 32024.087891
Iteration 292Q: 50 clusters Score -8.74537e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 86088 members 
Mstep: Class 3 contains 14861 members 
Mstep: Class 4 contains 911 members 
Mstep: Class 5 contains 37366 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 129931 members 
Mstep: Class 8 contains 75725 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 45485 members 
Mstep: Class 11 contains 9417 members 
Mstep: Class 12 contains 59016 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 1302 members 
Mstep: Class 19 contains 70110 members 
Mstep: Class 20 contains 66811 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 100141 members 
Mstep: Class 23 contains 71686 members 
Mstep: Class 24 contains 8892 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 14574 members 
Mstep: Class 27 contains 161183 members 
Mstep: Class 28 contains 5136 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 46359 members 
Mstep: Class 31 contains 40258 members 
Mstep: Class 32 contains 67295 members 
Mstep: Class 33 contains 93898 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1960 members 
Mstep: Class 36 contains 141100 members 
Mstep: Class 37 contains 18851 members 
Mstep: Class 38 contains 38867 members 
Mstep: Class 39 contains 65601 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16544 members 
Mstep: Class 42 contains 5333 members 
Mstep: Class 43 contains 63018 members 
Mstep: Class 44 contains 94590 members 
Mstep: Class 45 contains 5737 members 
Mstep: Class 46 contains 4660 members 
Mstep: Class 47 contains 24145 members 
Mstep: Class 48 contains 18313 members 
Mstep: Class 49 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453672.000000 Penalty: 32024.087891
Iteration 293Q: 50 clusters Score -8.745367e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 86087 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 37376 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 130167 members 
Mstep: Class 8 contains 75713 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 45564 members 
Mstep: Class 11 contains 9386 members 
Mstep: Class 12 contains 59033 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 1295 members 
Mstep: Class 19 contains 70113 members 
Mstep: Class 20 contains 67113 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 100242 members 
Mstep: Class 23 contains 71663 members 
Mstep: Class 24 contains 8884 members 
Mstep: Class 25 contains 2816 members 
Mstep: Class 26 contains 14580 members 
Mstep: Class 27 contains 161202 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 46258 members 
Mstep: Class 31 contains 40256 members 
Mstep: Class 32 contains 67646 members 
Mstep: Class 33 contains 93888 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1963 members 
Mstep: Class 36 contains 141133 members 
Mstep: Class 37 contains 18864 members 
Mstep: Class 38 contains 38921 members 
Mstep: Class 39 contains 65599 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16576 members 
Mstep: Class 42 contains 5339 members 
Mstep: Class 43 contains 62241 members 
Mstep: Class 44 contains 94443 members 
Mstep: Class 45 contains 5729 members 
Mstep: Class 46 contains 4669 members 
Mstep: Class 47 contains 24033 members 
Mstep: Class 48 contains 18274 members 
Mstep: Class 49 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453704.000000 Penalty: 32024.087891
Iteration 294Q: 50 clusters Score -8.74537e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 86085 members 
Mstep: Class 3 contains 14880 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 5 contains 37385 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 130399 members 
Mstep: Class 8 contains 75718 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 45651 members 
Mstep: Class 11 contains 9352 members 
Mstep: Class 12 contains 59048 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 1295 members 
Mstep: Class 19 contains 70119 members 
Mstep: Class 20 contains 67483 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 100321 members 
Mstep: Class 23 contains 71660 members 
Mstep: Class 24 contains 8878 members 
Mstep: Class 25 contains 2806 members 
Mstep: Class 26 contains 14582 members 
Mstep: Class 27 contains 161218 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 46168 members 
Mstep: Class 31 contains 40256 members 
Mstep: Class 32 contains 67903 members 
Mstep: Class 33 contains 93879 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1966 members 
Mstep: Class 36 contains 141162 members 
Mstep: Class 37 contains 18881 members 
Mstep: Class 38 contains 38961 members 
Mstep: Class 39 contains 65614 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16595 members 
Mstep: Class 42 contains 5344 members 
Mstep: Class 43 contains 61495 members 
Mstep: Class 44 contains 94327 members 
Mstep: Class 45 contains 5716 members 
Mstep: Class 46 contains 4675 members 
Mstep: Class 47 contains 23883 members 
Mstep: Class 48 contains 18234 members 
Mstep: Class 49 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453448.000000 Penalty: 32024.087891
Iteration 295Q: 50 clusters Score -8.745345e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 86092 members 
Mstep: Class 3 contains 14900 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 37409 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 130651 members 
Mstep: Class 8 contains 75730 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 45709 members 
Mstep: Class 11 contains 9330 members 
Mstep: Class 12 contains 59069 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 1711 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 1288 members 
Mstep: Class 19 contains 70107 members 
Mstep: Class 20 contains 67861 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 100396 members 
Mstep: Class 23 contains 71665 members 
Mstep: Class 24 contains 8871 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 14585 members 
Mstep: Class 27 contains 161234 members 
Mstep: Class 28 contains 5139 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 46101 members 
Mstep: Class 31 contains 40254 members 
Mstep: Class 32 contains 68129 members 
Mstep: Class 33 contains 93866 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 141208 members 
Mstep: Class 37 contains 18884 members 
Mstep: Class 38 contains 39009 members 
Mstep: Class 39 contains 65611 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16609 members 
Mstep: Class 42 contains 5350 members 
Mstep: Class 43 contains 60738 members 
Mstep: Class 44 contains 94168 members 
Mstep: Class 45 contains 5705 members 
Mstep: Class 46 contains 4688 members 
Mstep: Class 47 contains 23780 members 
Mstep: Class 48 contains 18180 members 
Mstep: Class 49 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453312.000000 Penalty: 32024.087891
Iteration 296Q: 50 clusters Score -8.745331e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 86109 members 
Mstep: Class 3 contains 14921 members 
Mstep: Class 4 contains 897 members 
Mstep: Class 5 contains 37436 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 130823 members 
Mstep: Class 8 contains 75731 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 45761 members 
Mstep: Class 11 contains 9317 members 
Mstep: Class 12 contains 59089 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 1615 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 19 contains 70094 members 
Mstep: Class 20 contains 68276 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 100455 members 
Mstep: Class 23 contains 71647 members 
Mstep: Class 24 contains 8867 members 
Mstep: Class 25 contains 2801 members 
Mstep: Class 26 contains 14589 members 
Mstep: Class 27 contains 161245 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 46072 members 
Mstep: Class 31 contains 40248 members 
Mstep: Class 32 contains 68368 members 
Mstep: Class 33 contains 93851 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1974 members 
Mstep: Class 36 contains 141224 members 
Mstep: Class 37 contains 18891 members 
Mstep: Class 38 contains 39047 members 
Mstep: Class 39 contains 65663 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16624 members 
Mstep: Class 42 contains 5356 members 
Mstep: Class 43 contains 60069 members 
Mstep: Class 44 contains 94112 members 
Mstep: Class 45 contains 5692 members 
Mstep: Class 46 contains 4702 members 
Mstep: Class 47 contains 23521 members 
Mstep: Class 48 contains 18110 members 
Mstep: Class 49 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453240.000000 Penalty: 32024.087891
Iteration 297Q: 50 clusters Score -8.745324e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 86107 members 
Mstep: Class 3 contains 15018 members 
Mstep: Class 4 contains 891 members 
Mstep: Class 5 contains 37446 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 130979 members 
Mstep: Class 8 contains 75720 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 45801 members 
Mstep: Class 11 contains 9302 members 
Mstep: Class 12 contains 59115 members 
Mstep: Class 13 contains 4729 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 70067 members 
Mstep: Class 20 contains 68711 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 100534 members 
Mstep: Class 23 contains 71645 members 
Mstep: Class 24 contains 8861 members 
Mstep: Class 25 contains 2800 members 
Mstep: Class 26 contains 14595 members 
Mstep: Class 27 contains 161261 members 
Mstep: Class 28 contains 5140 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 46024 members 
Mstep: Class 31 contains 40242 members 
Mstep: Class 32 contains 68596 members 
Mstep: Class 33 contains 93828 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1974 members 
Mstep: Class 36 contains 141247 members 
Mstep: Class 37 contains 18899 members 
Mstep: Class 38 contains 39115 members 
Mstep: Class 39 contains 65599 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16638 members 
Mstep: Class 42 contains 5363 members 
Mstep: Class 43 contains 59371 members 
Mstep: Class 44 contains 94040 members 
Mstep: Class 45 contains 5682 members 
Mstep: Class 46 contains 4711 members 
Mstep: Class 47 contains 23350 members 
Mstep: Class 48 contains 18052 members 
Mstep: Class 49 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453352.000000 Penalty: 32024.087891
Iteration 298Q: 50 clusters Score -8.745335e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 86115 members 
Mstep: Class 3 contains 15145 members 
Mstep: Class 4 contains 888 members 
Mstep: Class 5 contains 37450 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 131071 members 
Mstep: Class 8 contains 75696 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 45852 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 59147 members 
Mstep: Class 13 contains 4726 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 1259 members 
Mstep: Class 19 contains 70019 members 
Mstep: Class 20 contains 69171 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 100608 members 
Mstep: Class 23 contains 71656 members 
Mstep: Class 24 contains 8852 members 
Mstep: Class 25 contains 2796 members 
Mstep: Class 26 contains 14601 members 
Mstep: Class 27 contains 161290 members 
Mstep: Class 28 contains 5146 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 45978 members 
Mstep: Class 31 contains 40238 members 
Mstep: Class 32 contains 68759 members 
Mstep: Class 33 contains 93825 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1977 members 
Mstep: Class 36 contains 141292 members 
Mstep: Class 37 contains 18905 members 
Mstep: Class 38 contains 39202 members 
Mstep: Class 39 contains 65583 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16657 members 
Mstep: Class 42 contains 5372 members 
Mstep: Class 43 contains 58621 members 
Mstep: Class 44 contains 94005 members 
Mstep: Class 45 contains 5674 members 
Mstep: Class 46 contains 4719 members 
Mstep: Class 47 contains 23155 members 
Mstep: Class 48 contains 17999 members 
Mstep: Class 49 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453392.000000 Penalty: 32024.087891
Iteration 299Q: 50 clusters Score -8.745339e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 86121 members 
Mstep: Class 3 contains 15217 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 37452 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 131238 members 
Mstep: Class 8 contains 75701 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 45882 members 
Mstep: Class 11 contains 9242 members 
Mstep: Class 12 contains 59153 members 
Mstep: Class 13 contains 4725 members 
Mstep: Class 14 contains 1711 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 1244 members 
Mstep: Class 19 contains 69972 members 
Mstep: Class 20 contains 69622 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 100659 members 
Mstep: Class 23 contains 71665 members 
Mstep: Class 24 contains 8840 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 14607 members 
Mstep: Class 27 contains 161343 members 
Mstep: Class 28 contains 5146 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 45939 members 
Mstep: Class 31 contains 40242 members 
Mstep: Class 32 contains 68920 members 
Mstep: Class 33 contains 93819 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1978 members 
Mstep: Class 36 contains 141329 members 
Mstep: Class 37 contains 18911 members 
Mstep: Class 38 contains 39342 members 
Mstep: Class 39 contains 65563 members 
Mstep: Class 40 contains 124 members 
Mstep: Class 41 contains 16674 members 
Mstep: Class 42 contains 5380 members 
Mstep: Class 43 contains 57802 members 
Mstep: Class 44 contains 93936 members 
Mstep: Class 45 contains 5666 members 
Mstep: Class 46 contains 4726 members 
Mstep: Class 47 contains 23019 members 
Mstep: Class 48 contains 17969 members 
Mstep: Class 49 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453448.000000 Penalty: 32024.087891
Iteration 300F: 50 clusters Score -8.745345e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 86110 members 
Mstep: Class 3 contains 15342 members 
Mstep: Class 4 contains 890 members 
Mstep: Class 5 contains 37471 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 131346 members 
Mstep: Class 8 contains 75722 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 45908 members 
Mstep: Class 11 contains 9207 members 
Mstep: Class 12 contains 59153 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 1232 members 
Mstep: Class 19 contains 69932 members 
Mstep: Class 20 contains 70098 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 100705 members 
Mstep: Class 23 contains 71672 members 
Mstep: Class 24 contains 8823 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 14614 members 
Mstep: Class 27 contains 161396 members 
Mstep: Class 28 contains 5150 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 45914 members 
Mstep: Class 31 contains 40251 members 
Mstep: Class 32 contains 69064 members 
Mstep: Class 33 contains 93800 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1982 members 
Mstep: Class 36 contains 141362 members 
Mstep: Class 37 contains 18923 members 
Mstep: Class 38 contains 39495 members 
Mstep: Class 39 contains 65563 members 
Mstep: Class 40 contains 123 members 
Mstep: Class 41 contains 16688 members 
Mstep: Class 42 contains 5386 members 
Mstep: Class 43 contains 57011 members 
Mstep: Class 44 contains 93908 members 
Mstep: Class 45 contains 5666 members 
Mstep: Class 46 contains 4730 members 
Mstep: Class 47 contains 22783 members 
Mstep: Class 48 contains 17913 members 
Mstep: Class 49 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453104.000000 Penalty: 32024.087891
Iteration 301Q: 50 clusters Score -8.74531e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 86121 members 
Mstep: Class 3 contains 15383 members 
Mstep: Class 4 contains 894 members 
Mstep: Class 5 contains 37485 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 131428 members 
Mstep: Class 8 contains 75737 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 45926 members 
Mstep: Class 11 contains 9174 members 
Mstep: Class 12 contains 59158 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 1717 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 1220 members 
Mstep: Class 19 contains 69912 members 
Mstep: Class 20 contains 70657 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 100753 members 
Mstep: Class 23 contains 71682 members 
Mstep: Class 24 contains 8816 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 14620 members 
Mstep: Class 27 contains 161410 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45895 members 
Mstep: Class 31 contains 40253 members 
Mstep: Class 32 contains 69057 members 
Mstep: Class 33 contains 93784 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1983 members 
Mstep: Class 36 contains 141391 members 
Mstep: Class 37 contains 18933 members 
Mstep: Class 38 contains 39621 members 
Mstep: Class 39 contains 65519 members 
Mstep: Class 40 contains 122 members 
Mstep: Class 41 contains 16705 members 
Mstep: Class 42 contains 5395 members 
Mstep: Class 43 contains 56362 members 
Mstep: Class 44 contains 93981 members 
Mstep: Class 45 contains 5665 members 
Mstep: Class 46 contains 4736 members 
Mstep: Class 47 contains 22536 members 
Mstep: Class 48 contains 17865 members 
Mstep: Class 49 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453104.000000 Penalty: 32024.087891
Iteration 302Q: 50 clusters Score -8.74531e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 86135 members 
Mstep: Class 3 contains 15494 members 
Mstep: Class 4 contains 899 members 
Mstep: Class 5 contains 37487 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 131556 members 
Mstep: Class 8 contains 75747 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 45936 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 59175 members 
Mstep: Class 13 contains 4711 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 1621 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 69895 members 
Mstep: Class 20 contains 71235 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 100820 members 
Mstep: Class 23 contains 71699 members 
Mstep: Class 24 contains 8811 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 14627 members 
Mstep: Class 27 contains 161415 members 
Mstep: Class 28 contains 5153 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45862 members 
Mstep: Class 31 contains 40244 members 
Mstep: Class 32 contains 69081 members 
Mstep: Class 33 contains 93756 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1988 members 
Mstep: Class 36 contains 141422 members 
Mstep: Class 37 contains 18941 members 
Mstep: Class 38 contains 39775 members 
Mstep: Class 39 contains 65417 members 
Mstep: Class 40 contains 122 members 
Mstep: Class 41 contains 16724 members 
Mstep: Class 42 contains 5403 members 
Mstep: Class 43 contains 55650 members 
Mstep: Class 44 contains 93968 members 
Mstep: Class 45 contains 5663 members 
Mstep: Class 46 contains 4742 members 
Mstep: Class 47 contains 22322 members 
Mstep: Class 48 contains 17826 members 
Mstep: Class 49 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453232.000000 Penalty: 32024.087891
Iteration 303Q: 50 clusters Score -8.745323e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 86165 members 
Mstep: Class 3 contains 15478 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 37489 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 131659 members 
Mstep: Class 8 contains 75748 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 45940 members 
Mstep: Class 11 contains 9107 members 
Mstep: Class 12 contains 59195 members 
Mstep: Class 13 contains 4709 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 1191 members 
Mstep: Class 19 contains 69869 members 
Mstep: Class 20 contains 71856 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 100899 members 
Mstep: Class 23 contains 71712 members 
Mstep: Class 24 contains 8799 members 
Mstep: Class 25 contains 2787 members 
Mstep: Class 26 contains 14630 members 
Mstep: Class 27 contains 161410 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45835 members 
Mstep: Class 31 contains 40240 members 
Mstep: Class 32 contains 69044 members 
Mstep: Class 33 contains 93722 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1995 members 
Mstep: Class 36 contains 141438 members 
Mstep: Class 37 contains 18950 members 
Mstep: Class 38 contains 39945 members 
Mstep: Class 39 contains 65334 members 
Mstep: Class 40 contains 122 members 
Mstep: Class 41 contains 16754 members 
Mstep: Class 42 contains 5409 members 
Mstep: Class 43 contains 54908 members 
Mstep: Class 44 contains 94041 members 
Mstep: Class 45 contains 5666 members 
Mstep: Class 46 contains 4749 members 
Mstep: Class 47 contains 22218 members 
Mstep: Class 48 contains 17771 members 
Mstep: Class 49 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453104.000000 Penalty: 32024.087891
Iteration 304Q: 50 clusters Score -8.74531e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 86164 members 
Mstep: Class 3 contains 15504 members 
Mstep: Class 4 contains 908 members 
Mstep: Class 5 contains 37486 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 131706 members 
Mstep: Class 8 contains 75754 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 45920 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 59212 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 1180 members 
Mstep: Class 19 contains 69867 members 
Mstep: Class 20 contains 72454 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 100976 members 
Mstep: Class 23 contains 71728 members 
Mstep: Class 24 contains 8788 members 
Mstep: Class 25 contains 2787 members 
Mstep: Class 26 contains 14630 members 
Mstep: Class 27 contains 161399 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45816 members 
Mstep: Class 31 contains 40244 members 
Mstep: Class 32 contains 69040 members 
Mstep: Class 33 contains 93683 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 1998 members 
Mstep: Class 36 contains 141448 members 
Mstep: Class 37 contains 18958 members 
Mstep: Class 38 contains 40170 members 
Mstep: Class 39 contains 65283 members 
Mstep: Class 40 contains 122 members 
Mstep: Class 41 contains 16778 members 
Mstep: Class 42 contains 5411 members 
Mstep: Class 43 contains 54112 members 
Mstep: Class 44 contains 94103 members 
Mstep: Class 45 contains 5661 members 
Mstep: Class 46 contains 4753 members 
Mstep: Class 47 contains 22110 members 
Mstep: Class 48 contains 17739 members 
Mstep: Class 49 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453136.000000 Penalty: 32024.087891
Iteration 305Q: 50 clusters Score -8.745314e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 86169 members 
Mstep: Class 3 contains 15603 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 37492 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 131802 members 
Mstep: Class 8 contains 75761 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 45904 members 
Mstep: Class 11 contains 9064 members 
Mstep: Class 12 contains 59222 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 1727 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 1168 members 
Mstep: Class 19 contains 69843 members 
Mstep: Class 20 contains 73130 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 101024 members 
Mstep: Class 23 contains 71740 members 
Mstep: Class 24 contains 8779 members 
Mstep: Class 25 contains 2789 members 
Mstep: Class 26 contains 14635 members 
Mstep: Class 27 contains 161422 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45801 members 
Mstep: Class 31 contains 40246 members 
Mstep: Class 32 contains 68907 members 
Mstep: Class 33 contains 93651 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2002 members 
Mstep: Class 36 contains 141446 members 
Mstep: Class 37 contains 18964 members 
Mstep: Class 38 contains 40384 members 
Mstep: Class 39 contains 65216 members 
Mstep: Class 40 contains 122 members 
Mstep: Class 41 contains 16791 members 
Mstep: Class 42 contains 5417 members 
Mstep: Class 43 contains 53327 members 
Mstep: Class 44 contains 94085 members 
Mstep: Class 45 contains 5658 members 
Mstep: Class 46 contains 4757 members 
Mstep: Class 47 contains 22046 members 
Mstep: Class 48 contains 17709 members 
Mstep: Class 49 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453248.000000 Penalty: 32024.087891
Iteration 306Q: 50 clusters Score -8.745325e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 86162 members 
Mstep: Class 3 contains 15727 members 
Mstep: Class 4 contains 921 members 
Mstep: Class 5 contains 37489 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 131850 members 
Mstep: Class 8 contains 75763 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 45899 members 
Mstep: Class 11 contains 9050 members 
Mstep: Class 12 contains 59256 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 1726 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 69811 members 
Mstep: Class 20 contains 73718 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 101051 members 
Mstep: Class 23 contains 71758 members 
Mstep: Class 24 contains 8772 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 14639 members 
Mstep: Class 27 contains 161446 members 
Mstep: Class 28 contains 5154 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45796 members 
Mstep: Class 31 contains 40238 members 
Mstep: Class 32 contains 68780 members 
Mstep: Class 33 contains 93609 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 141482 members 
Mstep: Class 37 contains 18968 members 
Mstep: Class 38 contains 40640 members 
Mstep: Class 39 contains 65122 members 
Mstep: Class 40 contains 121 members 
Mstep: Class 41 contains 16804 members 
Mstep: Class 42 contains 5424 members 
Mstep: Class 43 contains 52548 members 
Mstep: Class 44 contains 94090 members 
Mstep: Class 45 contains 5654 members 
Mstep: Class 46 contains 4763 members 
Mstep: Class 47 contains 22001 members 
Mstep: Class 48 contains 17688 members 
Mstep: Class 49 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87452912.000000 Penalty: 32024.087891
Iteration 307Q: 50 clusters Score -8.745291e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 86155 members 
Mstep: Class 3 contains 15742 members 
Mstep: Class 4 contains 926 members 
Mstep: Class 5 contains 37486 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 131846 members 
Mstep: Class 8 contains 75783 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 45897 members 
Mstep: Class 11 contains 9040 members 
Mstep: Class 12 contains 59273 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 69775 members 
Mstep: Class 20 contains 74363 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 101065 members 
Mstep: Class 23 contains 71765 members 
Mstep: Class 24 contains 8767 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 14642 members 
Mstep: Class 27 contains 161471 members 
Mstep: Class 28 contains 5156 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45787 members 
Mstep: Class 31 contains 40235 members 
Mstep: Class 32 contains 68535 members 
Mstep: Class 33 contains 93576 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2015 members 
Mstep: Class 36 contains 141534 members 
Mstep: Class 37 contains 18976 members 
Mstep: Class 38 contains 40918 members 
Mstep: Class 39 contains 65093 members 
Mstep: Class 40 contains 119 members 
Mstep: Class 41 contains 16818 members 
Mstep: Class 42 contains 5429 members 
Mstep: Class 43 contains 51849 members 
Mstep: Class 44 contains 94214 members 
Mstep: Class 45 contains 5655 members 
Mstep: Class 46 contains 4765 members 
Mstep: Class 47 contains 21864 members 
Mstep: Class 48 contains 17676 members 
Mstep: Class 49 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87452800.000000 Penalty: 32024.087891
Iteration 308Q: 50 clusters Score -8.74528e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 86154 members 
Mstep: Class 3 contains 15707 members 
Mstep: Class 4 contains 928 members 
Mstep: Class 5 contains 37481 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 131854 members 
Mstep: Class 8 contains 75789 members 
Mstep: Class 9 contains 2532 members 
Mstep: Class 10 contains 45926 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 59282 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 1722 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 69781 members 
Mstep: Class 20 contains 74971 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 101076 members 
Mstep: Class 23 contains 71781 members 
Mstep: Class 24 contains 8759 members 
Mstep: Class 25 contains 2790 members 
Mstep: Class 26 contains 14648 members 
Mstep: Class 27 contains 161495 members 
Mstep: Class 28 contains 5161 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45772 members 
Mstep: Class 31 contains 40233 members 
Mstep: Class 32 contains 68240 members 
Mstep: Class 33 contains 93546 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2023 members 
Mstep: Class 36 contains 141587 members 
Mstep: Class 37 contains 18986 members 
Mstep: Class 38 contains 41183 members 
Mstep: Class 39 contains 65082 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16832 members 
Mstep: Class 42 contains 5436 members 
Mstep: Class 43 contains 51170 members 
Mstep: Class 44 contains 94335 members 
Mstep: Class 45 contains 5646 members 
Mstep: Class 46 contains 4768 members 
Mstep: Class 47 contains 21801 members 
Mstep: Class 48 contains 17663 members 
Mstep: Class 49 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87452888.000000 Penalty: 32024.087891
Iteration 309Q: 50 clusters Score -8.745289e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 86161 members 
Mstep: Class 3 contains 15794 members 
Mstep: Class 4 contains 931 members 
Mstep: Class 5 contains 37496 members 
Mstep: Class 6 contains 1996 members 
Mstep: Class 7 contains 131869 members 
Mstep: Class 8 contains 75783 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 45957 members 
Mstep: Class 11 contains 8998 members 
Mstep: Class 12 contains 59282 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1722 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 18 contains 1134 members 
Mstep: Class 19 contains 69790 members 
Mstep: Class 20 contains 75584 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 101107 members 
Mstep: Class 23 contains 71793 members 
Mstep: Class 24 contains 8758 members 
Mstep: Class 25 contains 2795 members 
Mstep: Class 26 contains 14657 members 
Mstep: Class 27 contains 161511 members 
Mstep: Class 28 contains 5170 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45745 members 
Mstep: Class 31 contains 40228 members 
Mstep: Class 32 contains 67866 members 
Mstep: Class 33 contains 93525 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2026 members 
Mstep: Class 36 contains 141616 members 
Mstep: Class 37 contains 18995 members 
Mstep: Class 38 contains 41471 members 
Mstep: Class 39 contains 64996 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16839 members 
Mstep: Class 42 contains 5447 members 
Mstep: Class 43 contains 50536 members 
Mstep: Class 44 contains 94378 members 
Mstep: Class 45 contains 5644 members 
Mstep: Class 46 contains 4769 members 
Mstep: Class 47 contains 21792 members 
Mstep: Class 48 contains 17610 members 
Mstep: Class 49 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87452992.000000 Penalty: 32024.087891
Iteration 310Q: 50 clusters Score -8.745299e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 86163 members 
Mstep: Class 3 contains 15764 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 37492 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 131866 members 
Mstep: Class 8 contains 75788 members 
Mstep: Class 9 contains 2533 members 
Mstep: Class 10 contains 45988 members 
Mstep: Class 11 contains 8974 members 
Mstep: Class 12 contains 59288 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 1133 members 
Mstep: Class 19 contains 69798 members 
Mstep: Class 20 contains 76085 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 101120 members 
Mstep: Class 23 contains 71813 members 
Mstep: Class 24 contains 8757 members 
Mstep: Class 25 contains 2794 members 
Mstep: Class 26 contains 14664 members 
Mstep: Class 27 contains 161499 members 
Mstep: Class 28 contains 5182 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45726 members 
Mstep: Class 31 contains 40223 members 
Mstep: Class 32 contains 67529 members 
Mstep: Class 33 contains 93514 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2032 members 
Mstep: Class 36 contains 141669 members 
Mstep: Class 37 contains 19000 members 
Mstep: Class 38 contains 41786 members 
Mstep: Class 39 contains 64981 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16855 members 
Mstep: Class 42 contains 5452 members 
Mstep: Class 43 contains 49910 members 
Mstep: Class 44 contains 94491 members 
Mstep: Class 45 contains 5641 members 
Mstep: Class 46 contains 4769 members 
Mstep: Class 47 contains 21779 members 
Mstep: Class 48 contains 17582 members 
Mstep: Class 49 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453176.000000 Penalty: 32024.087891
Iteration 311Q: 50 clusters Score -8.745318e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 86168 members 
Mstep: Class 3 contains 15741 members 
Mstep: Class 4 contains 961 members 
Mstep: Class 5 contains 37492 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 131851 members 
Mstep: Class 8 contains 75793 members 
Mstep: Class 9 contains 2534 members 
Mstep: Class 10 contains 46045 members 
Mstep: Class 11 contains 8953 members 
Mstep: Class 12 contains 59297 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 18 contains 1129 members 
Mstep: Class 19 contains 69817 members 
Mstep: Class 20 contains 76544 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 101116 members 
Mstep: Class 23 contains 71831 members 
Mstep: Class 24 contains 8756 members 
Mstep: Class 25 contains 2797 members 
Mstep: Class 26 contains 14670 members 
Mstep: Class 27 contains 161485 members 
Mstep: Class 28 contains 5192 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45709 members 
Mstep: Class 31 contains 40218 members 
Mstep: Class 32 contains 67279 members 
Mstep: Class 33 contains 93508 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2034 members 
Mstep: Class 36 contains 141709 members 
Mstep: Class 37 contains 19005 members 
Mstep: Class 38 contains 42096 members 
Mstep: Class 39 contains 64953 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16868 members 
Mstep: Class 42 contains 5452 members 
Mstep: Class 43 contains 49242 members 
Mstep: Class 44 contains 94577 members 
Mstep: Class 45 contains 5632 members 
Mstep: Class 46 contains 4769 members 
Mstep: Class 47 contains 21796 members 
Mstep: Class 48 contains 17572 members 
Mstep: Class 49 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453344.000000 Penalty: 32024.087891
Iteration 312Q: 50 clusters Score -8.745334e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 86170 members 
Mstep: Class 3 contains 15699 members 
Mstep: Class 4 contains 972 members 
Mstep: Class 5 contains 37487 members 
Mstep: Class 6 contains 2001 members 
Mstep: Class 7 contains 131875 members 
Mstep: Class 8 contains 75782 members 
Mstep: Class 9 contains 2535 members 
Mstep: Class 10 contains 46088 members 
Mstep: Class 11 contains 8951 members 
Mstep: Class 12 contains 59328 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 18 contains 1125 members 
Mstep: Class 19 contains 69838 members 
Mstep: Class 20 contains 77013 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 101101 members 
Mstep: Class 23 contains 71845 members 
Mstep: Class 24 contains 8755 members 
Mstep: Class 25 contains 2800 members 
Mstep: Class 26 contains 14672 members 
Mstep: Class 27 contains 161462 members 
Mstep: Class 28 contains 5203 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45692 members 
Mstep: Class 31 contains 40215 members 
Mstep: Class 32 contains 66981 members 
Mstep: Class 33 contains 93494 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2035 members 
Mstep: Class 36 contains 141753 members 
Mstep: Class 37 contains 19009 members 
Mstep: Class 38 contains 42397 members 
Mstep: Class 39 contains 64927 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16881 members 
Mstep: Class 42 contains 5455 members 
Mstep: Class 43 contains 48622 members 
Mstep: Class 44 contains 94671 members 
Mstep: Class 45 contains 5631 members 
Mstep: Class 46 contains 4769 members 
Mstep: Class 47 contains 21789 members 
Mstep: Class 48 contains 17566 members 
Mstep: Class 49 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453288.000000 Penalty: 32024.087891
Iteration 313Q: 50 clusters Score -8.745329e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 86182 members 
Mstep: Class 3 contains 15656 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 37463 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 131917 members 
Mstep: Class 8 contains 75784 members 
Mstep: Class 9 contains 2536 members 
Mstep: Class 10 contains 46139 members 
Mstep: Class 11 contains 8954 members 
Mstep: Class 12 contains 59350 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1613 members 
Mstep: Class 18 contains 1127 members 
Mstep: Class 19 contains 69849 members 
Mstep: Class 20 contains 77448 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 101033 members 
Mstep: Class 23 contains 71864 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 14677 members 
Mstep: Class 27 contains 161421 members 
Mstep: Class 28 contains 5208 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45685 members 
Mstep: Class 31 contains 40215 members 
Mstep: Class 32 contains 66697 members 
Mstep: Class 33 contains 93475 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2037 members 
Mstep: Class 36 contains 141790 members 
Mstep: Class 37 contains 19012 members 
Mstep: Class 38 contains 42693 members 
Mstep: Class 39 contains 64859 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16893 members 
Mstep: Class 42 contains 5458 members 
Mstep: Class 43 contains 47988 members 
Mstep: Class 44 contains 94752 members 
Mstep: Class 45 contains 5629 members 
Mstep: Class 46 contains 4769 members 
Mstep: Class 47 contains 21885 members 
Mstep: Class 48 contains 17606 members 
Mstep: Class 49 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453192.000000 Penalty: 32024.087891
Iteration 314Q: 50 clusters Score -8.745319e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 86196 members 
Mstep: Class 3 contains 15618 members 
Mstep: Class 4 contains 1000 members 
Mstep: Class 5 contains 37446 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 131975 members 
Mstep: Class 8 contains 75772 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 46220 members 
Mstep: Class 11 contains 8933 members 
Mstep: Class 12 contains 59380 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 1129 members 
Mstep: Class 19 contains 69868 members 
Mstep: Class 20 contains 77934 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 100981 members 
Mstep: Class 23 contains 71879 members 
Mstep: Class 24 contains 8749 members 
Mstep: Class 25 contains 2800 members 
Mstep: Class 26 contains 14686 members 
Mstep: Class 27 contains 161380 members 
Mstep: Class 28 contains 5208 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45659 members 
Mstep: Class 31 contains 40215 members 
Mstep: Class 32 contains 66321 members 
Mstep: Class 33 contains 93466 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2039 members 
Mstep: Class 36 contains 141805 members 
Mstep: Class 37 contains 19014 members 
Mstep: Class 38 contains 42992 members 
Mstep: Class 39 contains 64797 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16915 members 
Mstep: Class 42 contains 5458 members 
Mstep: Class 43 contains 47458 members 
Mstep: Class 44 contains 94819 members 
Mstep: Class 45 contains 5622 members 
Mstep: Class 46 contains 4771 members 
Mstep: Class 47 contains 21940 members 
Mstep: Class 48 contains 17613 members 
Mstep: Class 49 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453272.000000 Penalty: 32024.087891
Iteration 315Q: 50 clusters Score -8.745327e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 86198 members 
Mstep: Class 3 contains 15496 members 
Mstep: Class 4 contains 1018 members 
Mstep: Class 5 contains 37431 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 132108 members 
Mstep: Class 8 contains 75758 members 
Mstep: Class 9 contains 2537 members 
Mstep: Class 10 contains 46293 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 59402 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 1719 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1614 members 
Mstep: Class 18 contains 1127 members 
Mstep: Class 19 contains 69889 members 
Mstep: Class 20 contains 78377 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 100900 members 
Mstep: Class 23 contains 71891 members 
Mstep: Class 24 contains 8748 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 14697 members 
Mstep: Class 27 contains 161347 members 
Mstep: Class 28 contains 5211 members 
Mstep: Class 29 contains 655 members 
Mstep: Class 30 contains 45637 members 
Mstep: Class 31 contains 40202 members 
Mstep: Class 32 contains 65899 members 
Mstep: Class 33 contains 93454 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2041 members 
Mstep: Class 36 contains 141813 members 
Mstep: Class 37 contains 19019 members 
Mstep: Class 38 contains 43319 members 
Mstep: Class 39 contains 64788 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16934 members 
Mstep: Class 42 contains 5458 members 
Mstep: Class 43 contains 46943 members 
Mstep: Class 44 contains 94870 members 
Mstep: Class 45 contains 5614 members 
Mstep: Class 46 contains 4773 members 
Mstep: Class 47 contains 22064 members 
Mstep: Class 48 contains 17623 members 
Mstep: Class 49 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453264.000000 Penalty: 32024.087891
Iteration 316Q: 50 clusters Score -8.745326e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 86202 members 
Mstep: Class 3 contains 15510 members 
Mstep: Class 4 contains 1033 members 
Mstep: Class 5 contains 37423 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 132251 members 
Mstep: Class 8 contains 75739 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 46365 members 
Mstep: Class 11 contains 8909 members 
Mstep: Class 12 contains 59410 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 1123 members 
Mstep: Class 19 contains 69903 members 
Mstep: Class 20 contains 78761 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 100825 members 
Mstep: Class 23 contains 71895 members 
Mstep: Class 24 contains 8748 members 
Mstep: Class 25 contains 2804 members 
Mstep: Class 26 contains 14711 members 
Mstep: Class 27 contains 161340 members 
Mstep: Class 28 contains 5218 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 45628 members 
Mstep: Class 31 contains 40194 members 
Mstep: Class 32 contains 65508 members 
Mstep: Class 33 contains 93443 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2042 members 
Mstep: Class 36 contains 141823 members 
Mstep: Class 37 contains 19021 members 
Mstep: Class 38 contains 43663 members 
Mstep: Class 39 contains 64793 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16955 members 
Mstep: Class 42 contains 5458 members 
Mstep: Class 43 contains 46438 members 
Mstep: Class 44 contains 94822 members 
Mstep: Class 45 contains 5603 members 
Mstep: Class 46 contains 4776 members 
Mstep: Class 47 contains 22115 members 
Mstep: Class 48 contains 17614 members 
Mstep: Class 49 contains 521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453360.000000 Penalty: 32024.087891
Iteration 317Q: 50 clusters Score -8.745336e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 86214 members 
Mstep: Class 3 contains 15497 members 
Mstep: Class 4 contains 1035 members 
Mstep: Class 5 contains 37408 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 132378 members 
Mstep: Class 8 contains 75734 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 46425 members 
Mstep: Class 11 contains 8891 members 
Mstep: Class 12 contains 59419 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 18 contains 1119 members 
Mstep: Class 19 contains 69918 members 
Mstep: Class 20 contains 79257 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 100775 members 
Mstep: Class 23 contains 71910 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 2804 members 
Mstep: Class 26 contains 14721 members 
Mstep: Class 27 contains 161329 members 
Mstep: Class 28 contains 5223 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 45619 members 
Mstep: Class 31 contains 40189 members 
Mstep: Class 32 contains 65026 members 
Mstep: Class 33 contains 93426 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141846 members 
Mstep: Class 37 contains 19026 members 
Mstep: Class 38 contains 43977 members 
Mstep: Class 39 contains 64793 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16979 members 
Mstep: Class 42 contains 5459 members 
Mstep: Class 43 contains 45879 members 
Mstep: Class 44 contains 94803 members 
Mstep: Class 45 contains 5593 members 
Mstep: Class 46 contains 4777 members 
Mstep: Class 47 contains 22218 members 
Mstep: Class 48 contains 17610 members 
Mstep: Class 49 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87453208.000000 Penalty: 32024.087891
Iteration 318Q: 50 clusters Score -8.745321e+07 nChanged 3094
Entering ConstructFrom: 
Score: -87453208.000000 Penalty: 32024.087891
Entering ConstructFrom: 
Trying to split cluster 1 (3196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Entering Unmasked Estep 
Score: -172725.437500 Penalty: 367.169312
	Iteration 0F: 2 clusters Score -172725.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -170499.265625 Penalty: 734.338623
	Iteration 0F: 3 clusters Score -170499.3 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -171220.781250 Penalty: 734.338623
	Iteration 1F: 3 clusters Score -171220.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -171302.281250 Penalty: 734.338623
	Iteration 2F: 3 clusters Score -171302.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -171376.156250 Penalty: 734.338623
	Iteration 3F: 3 clusters Score -171376.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -171461.656250 Penalty: 734.338623
	Iteration 4F: 3 clusters Score -171461.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -171560.781250 Penalty: 734.338623
	Iteration 5F: 3 clusters Score -171560.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -171655.375000 Penalty: 734.338623
	Iteration 6F: 3 clusters Score -171655.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -171740.125000 Penalty: 734.338623
	Iteration 7Q: 3 clusters Score -171740.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -171809.640625 Penalty: 734.338623
	Iteration 8Q: 3 clusters Score -171809.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -171888.203125 Penalty: 734.338623
	Iteration 9Q: 3 clusters Score -171888.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -171976.687500 Penalty: 734.338623
	Iteration 10Q: 3 clusters Score -171976.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -172049.828125 Penalty: 734.338623
	Iteration 11Q: 3 clusters Score -172049.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -172098.703125 Penalty: 734.338623
	Iteration 12Q: 3 clusters Score -172098.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -172133.421875 Penalty: 734.338623
	Iteration 13Q: 3 clusters Score -172133.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -172153.546875 Penalty: 734.338623
	Iteration 14Q: 3 clusters Score -172153.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -172165.218750 Penalty: 734.338623
	Iteration 15Q: 3 clusters Score -172165.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -172172.875000 Penalty: 734.338623
	Iteration 16Q: 3 clusters Score -172172.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -172188.375000 Penalty: 734.338623
	Iteration 17Q: 3 clusters Score -172188.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -172200.593750 Penalty: 734.338623
	Iteration 18Q: 3 clusters Score -172200.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -172209.359375 Penalty: 734.338623
	Iteration 19Q: 3 clusters Score -172209.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -172216.031250 Penalty: 734.338623
	Iteration 20F: 3 clusters Score -172216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -172223.328125 Penalty: 734.338623
	Iteration 21Q: 3 clusters Score -172223.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -172226.484375 Penalty: 734.338623
	Iteration 22Q: 3 clusters Score -172226.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -172227.953125 Penalty: 734.338623
	Iteration 23Q: 3 clusters Score -172228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -172230.859375 Penalty: 734.338623
	Iteration 24Q: 3 clusters Score -172230.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -172232.875000 Penalty: 734.338623
	Iteration 25Q: 3 clusters Score -172232.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -172234.500000 Penalty: 734.338623
	Iteration 26Q: 3 clusters Score -172234.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -172235.968750 Penalty: 734.338623
	Iteration 27Q: 3 clusters Score -172236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -172236.375000 Penalty: 734.338623
	Iteration 28Q: 3 clusters Score -172236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -172236.421875 Penalty: 734.338623
	Iteration 29Q: 3 clusters Score -172236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -172236.421875 Penalty: 734.338623
	Iteration 30F: 3 clusters Score -172236.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Entering Unmasked Estep 
Score: -4552605.000000 Penalty: 517.095093
	Iteration 0F: 2 clusters Score -4552605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -4494784.000000 Penalty: 1034.190186
	Iteration 0F: 3 clusters Score -4494784 nChanged 42165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -4519638.000000 Penalty: 1034.190186
	Iteration 1F: 3 clusters Score -4519638 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -4520219.500000 Penalty: 1034.190186
	Iteration 2Q: 3 clusters Score -4520220 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -4520881.000000 Penalty: 1034.190186
	Iteration 3Q: 3 clusters Score -4520881 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -4521727.000000 Penalty: 1034.190186
	Iteration 4Q: 3 clusters Score -4521727 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -4522945.000000 Penalty: 1034.190186
	Iteration 5Q: 3 clusters Score -4522945 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -4524952.500000 Penalty: 1034.190186
	Iteration 6Q: 3 clusters Score -4524952 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -4528302.000000 Penalty: 1034.190186
	Iteration 7F: 3 clusters Score -4528302 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -4532779.500000 Penalty: 1034.190186
	Iteration 8F: 3 clusters Score -4532780 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -4536196.500000 Penalty: 1034.190186
	Iteration 9F: 3 clusters Score -4536196 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 51235 members 
Entering Unmasked Estep 
Score: -4537319.500000 Penalty: 1034.190186
	Iteration 10Q: 3 clusters Score -4537320 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -4537593.500000 Penalty: 1034.190186
	Iteration 11Q: 3 clusters Score -4537594 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -4537793.000000 Penalty: 1034.190186
	Iteration 12Q: 3 clusters Score -4537793 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -4537967.500000 Penalty: 1034.190186
	Iteration 13Q: 3 clusters Score -4537968 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -4538185.000000 Penalty: 1034.190186
	Iteration 14Q: 3 clusters Score -4538185 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -4538394.000000 Penalty: 1034.190186
	Iteration 15Q: 3 clusters Score -4538394 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -4538705.500000 Penalty: 1034.190186
	Iteration 16Q: 3 clusters Score -4538706 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -4539073.000000 Penalty: 1034.190186
	Iteration 17Q: 3 clusters Score -4539073 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -4539407.500000 Penalty: 1034.190186
	Iteration 18Q: 3 clusters Score -4539408 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -4539855.000000 Penalty: 1034.190186
	Iteration 19Q: 3 clusters Score -4539855 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -4540306.500000 Penalty: 1034.190186
	Iteration 20F: 3 clusters Score -4540306 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -4540860.000000 Penalty: 1034.190186
	Iteration 21Q: 3 clusters Score -4540860 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -4541447.500000 Penalty: 1034.190186
	Iteration 22Q: 3 clusters Score -4541448 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 68659 members 
Entering Unmasked Estep 
Score: -4542135.000000 Penalty: 1034.190186
	Iteration 23Q: 3 clusters Score -4542135 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 70588 members 
Entering Unmasked Estep 
Score: -4542969.000000 Penalty: 1034.190186
	Iteration 24Q: 3 clusters Score -4542969 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -4543931.500000 Penalty: 1034.190186
	Iteration 25Q: 3 clusters Score -4543932 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -4544925.000000 Penalty: 1034.190186
	Iteration 26Q: 3 clusters Score -4544925 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -4545888.000000 Penalty: 1034.190186
	Iteration 27Q: 3 clusters Score -4545888 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -4546911.000000 Penalty: 1034.190186
	Iteration 28Q: 3 clusters Score -4546911 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -4547820.500000 Penalty: 1034.190186
	Iteration 29Q: 3 clusters Score -4547820 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -4548668.000000 Penalty: 1034.190186
	Iteration 30Q: 3 clusters Score -4548668 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -4549522.500000 Penalty: 1034.190186
	Iteration 31Q: 3 clusters Score -4549522 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 83695 members 
Entering Unmasked Estep 
Score: -4550294.500000 Penalty: 1034.190186
	Iteration 32Q: 3 clusters Score -4550294 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -4550907.000000 Penalty: 1034.190186
	Iteration 33Q: 3 clusters Score -4550907 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -4551360.000000 Penalty: 1034.190186
	Iteration 34Q: 3 clusters Score -4551360 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 85582 members 
Entering Unmasked Estep 
Score: -4551670.500000 Penalty: 1034.190186
	Iteration 35Q: 3 clusters Score -4551670 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -4551902.000000 Penalty: 1034.190186
	Iteration 36Q: 3 clusters Score -4551902 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -4552030.500000 Penalty: 1034.190186
	Iteration 37Q: 3 clusters Score -4552030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -4552083.000000 Penalty: 1034.190186
	Iteration 38Q: 3 clusters Score -4552083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -4552125.000000 Penalty: 1034.190186
	Iteration 39Q: 3 clusters Score -4552125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86131 members 
Entering Unmasked Estep 
Score: -4552139.000000 Penalty: 1034.190186
	Iteration 40F: 3 clusters Score -4552139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -4552145.500000 Penalty: 1034.190186
	Iteration 41Q: 3 clusters Score -4552146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -4552145.000000 Penalty: 1034.190186
	Iteration 42Q: 3 clusters Score -4552145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -4552148.500000 Penalty: 1034.190186
	Iteration 43Q: 3 clusters Score -4552148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86149 members 
Entering Unmasked Estep 
Score: -4552147.500000 Penalty: 1034.190186
	Iteration 44Q: 3 clusters Score -4552148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -4552151.000000 Penalty: 1034.190186
	Iteration 45Q: 3 clusters Score -4552151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -4552151.000000 Penalty: 1034.190186
	Iteration 46F: 3 clusters Score -4552151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Entering Unmasked Estep 
Score: -884212.937500 Penalty: 439.116638
	Iteration 0F: 2 clusters Score -884212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -873944.375000 Penalty: 878.233276
	Iteration 0F: 3 clusters Score -873944.4 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -878310.437500 Penalty: 878.233276
	Iteration 1F: 3 clusters Score -878310.4 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -878771.062500 Penalty: 878.233276
	Iteration 2F: 3 clusters Score -878771.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -879454.750000 Penalty: 878.233276
	Iteration 3F: 3 clusters Score -879454.8 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -880480.812500 Penalty: 878.233276
	Iteration 4F: 3 clusters Score -880480.8 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -881472.000000 Penalty: 878.233276
	Iteration 5F: 3 clusters Score -881472 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -882075.062500 Penalty: 878.233276
	Iteration 6F: 3 clusters Score -882075.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -882473.625000 Penalty: 878.233276
	Iteration 7Q: 3 clusters Score -882473.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -882839.312500 Penalty: 878.233276
	Iteration 8Q: 3 clusters Score -882839.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -883159.562500 Penalty: 878.233276
	Iteration 9Q: 3 clusters Score -883159.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -883342.562500 Penalty: 878.233276
	Iteration 10Q: 3 clusters Score -883342.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -883458.312500 Penalty: 878.233276
	Iteration 11Q: 3 clusters Score -883458.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -883544.062500 Penalty: 878.233276
	Iteration 12Q: 3 clusters Score -883544.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -883566.875000 Penalty: 878.233276
	Iteration 13Q: 3 clusters Score -883566.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -883590.062500 Penalty: 878.233276
	Iteration 14Q: 3 clusters Score -883590.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -883617.062500 Penalty: 878.233276
	Iteration 15Q: 3 clusters Score -883617.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -883636.375000 Penalty: 878.233276
	Iteration 16Q: 3 clusters Score -883636.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -883640.687500 Penalty: 878.233276
	Iteration 17Q: 3 clusters Score -883640.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -883614.312500 Penalty: 878.233276
	Iteration 18Q: 3 clusters Score -883614.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -883625.750000 Penalty: 878.233276
	Iteration 19Q: 3 clusters Score -883625.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -883636.125000 Penalty: 878.233276
	Iteration 20F: 3 clusters Score -883636.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -883634.937500 Penalty: 878.233276
	Iteration 21Q: 3 clusters Score -883634.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -883621.437500 Penalty: 878.233276
	Iteration 22Q: 3 clusters Score -883621.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -883615.375000 Penalty: 878.233276
	Iteration 23Q: 3 clusters Score -883615.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -883623.000000 Penalty: 878.233276
	Iteration 24Q: 3 clusters Score -883623 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -883627.000000 Penalty: 878.233276
	Iteration 25Q: 3 clusters Score -883627 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -883636.125000 Penalty: 878.233276
	Iteration 26Q: 3 clusters Score -883636.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -883620.562500 Penalty: 878.233276
	Iteration 27Q: 3 clusters Score -883620.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -883612.437500 Penalty: 878.233276
	Iteration 28Q: 3 clusters Score -883612.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -883636.625000 Penalty: 878.233276
	Iteration 29Q: 3 clusters Score -883636.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -883630.187500 Penalty: 878.233276
	Iteration 30Q: 3 clusters Score -883630.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -883631.062500 Penalty: 878.233276
	Iteration 31Q: 3 clusters Score -883631.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -883634.812500 Penalty: 878.233276
	Iteration 32Q: 3 clusters Score -883634.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -883643.312500 Penalty: 878.233276
	Iteration 33Q: 3 clusters Score -883643.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -883651.000000 Penalty: 878.233276
	Iteration 34Q: 3 clusters Score -883651 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -883628.437500 Penalty: 878.233276
	Iteration 35Q: 3 clusters Score -883628.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -883652.500000 Penalty: 878.233276
	Iteration 36Q: 3 clusters Score -883652.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -883654.875000 Penalty: 878.233276
	Iteration 37Q: 3 clusters Score -883654.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -883642.187500 Penalty: 878.233276
	Iteration 38Q: 3 clusters Score -883642.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -883636.437500 Penalty: 878.233276
	Iteration 39Q: 3 clusters Score -883636.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -883651.500000 Penalty: 878.233276
	Iteration 40F: 3 clusters Score -883651.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -883650.375000 Penalty: 878.233276
	Iteration 41Q: 3 clusters Score -883650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -883645.875000 Penalty: 878.233276
	Iteration 42Q: 3 clusters Score -883645.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -883642.062500 Penalty: 878.233276
	Iteration 43Q: 3 clusters Score -883642.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -883654.187500 Penalty: 878.233276
	Iteration 44Q: 3 clusters Score -883654.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -883632.500000 Penalty: 878.233276
	Iteration 45Q: 3 clusters Score -883632.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -883644.500000 Penalty: 878.233276
	Iteration 46Q: 3 clusters Score -883644.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -883651.625000 Penalty: 878.233276
	Iteration 47Q: 3 clusters Score -883651.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -883646.687500 Penalty: 878.233276
	Iteration 48Q: 3 clusters Score -883646.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -883641.000000 Penalty: 878.233276
	Iteration 49Q: 3 clusters Score -883641 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -883651.375000 Penalty: 878.233276
	Iteration 50Q: 3 clusters Score -883651.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -883632.437500 Penalty: 878.233276
	Iteration 51Q: 3 clusters Score -883632.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -883637.625000 Penalty: 878.233276
	Iteration 52Q: 3 clusters Score -883637.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -883648.687500 Penalty: 878.233276
	Iteration 53Q: 3 clusters Score -883648.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -883640.687500 Penalty: 878.233276
	Iteration 54Q: 3 clusters Score -883640.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -883639.500000 Penalty: 878.233276
	Iteration 55Q: 3 clusters Score -883639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -883643.750000 Penalty: 878.233276
	Iteration 56Q: 3 clusters Score -883643.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -883641.875000 Penalty: 878.233276
	Iteration 57Q: 3 clusters Score -883641.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -883647.437500 Penalty: 878.233276
	Iteration 58Q: 3 clusters Score -883647.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -883641.000000 Penalty: 878.233276
	Iteration 59Q: 3 clusters Score -883641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -883637.062500 Penalty: 878.233276
	Iteration 60F: 3 clusters Score -883637.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -883647.187500 Penalty: 878.233276
	Iteration 61Q: 3 clusters Score -883647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -883649.312500 Penalty: 878.233276
	Iteration 62Q: 3 clusters Score -883649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -883615.187500 Penalty: 878.233276
	Iteration 63Q: 3 clusters Score -883615.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -883632.562500 Penalty: 878.233276
	Iteration 64Q: 3 clusters Score -883632.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -883644.250000 Penalty: 878.233276
	Iteration 65Q: 3 clusters Score -883644.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -883636.937500 Penalty: 878.233276
	Iteration 66Q: 3 clusters Score -883636.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -883641.125000 Penalty: 878.233276
	Iteration 67Q: 3 clusters Score -883641.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -883639.375000 Penalty: 878.233276
	Iteration 68Q: 3 clusters Score -883639.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -883621.312500 Penalty: 878.233276
	Iteration 69Q: 3 clusters Score -883621.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -883640.875000 Penalty: 878.233276
	Iteration 70Q: 3 clusters Score -883640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -883639.437500 Penalty: 878.233276
	Iteration 71Q: 3 clusters Score -883639.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -883638.062500 Penalty: 878.233276
	Iteration 72Q: 3 clusters Score -883638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -883638.187500 Penalty: 878.233276
	Iteration 73Q: 3 clusters Score -883638.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -883640.687500 Penalty: 878.233276
	Iteration 74Q: 3 clusters Score -883640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -883640.875000 Penalty: 878.233276
	Iteration 75Q: 3 clusters Score -883640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -883640.875000 Penalty: 878.233276
	Iteration 76F: 3 clusters Score -883640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -61935.738281 Penalty: 315.736053
	Iteration 0F: 2 clusters Score -61935.74 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 513 members 
Entering Unmasked Estep 
Score: -61104.535156 Penalty: 631.472107
	Iteration 0F: 3 clusters Score -61104.54 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -61345.125000 Penalty: 631.472107
	Iteration 1F: 3 clusters Score -61345.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -61375.820312 Penalty: 631.472107
	Iteration 2F: 3 clusters Score -61375.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61398.148438 Penalty: 631.472107
	Iteration 3Q: 3 clusters Score -61398.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -61418.617188 Penalty: 631.472107
	Iteration 4Q: 3 clusters Score -61418.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -61430.550781 Penalty: 631.472107
	Iteration 5Q: 3 clusters Score -61430.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -61452.851562 Penalty: 631.472107
	Iteration 6Q: 3 clusters Score -61452.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -61471.386719 Penalty: 631.472107
	Iteration 7Q: 3 clusters Score -61471.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61484.785156 Penalty: 631.472107
	Iteration 8Q: 3 clusters Score -61484.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61491.417969 Penalty: 631.472107
	Iteration 9Q: 3 clusters Score -61491.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -61497.792969 Penalty: 631.472107
	Iteration 10Q: 3 clusters Score -61497.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61501.695312 Penalty: 631.472107
	Iteration 11Q: 3 clusters Score -61501.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61505.503906 Penalty: 631.472107
	Iteration 12Q: 3 clusters Score -61505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61506.738281 Penalty: 631.472107
	Iteration 13Q: 3 clusters Score -61506.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61508.613281 Penalty: 631.472107
	Iteration 14Q: 3 clusters Score -61508.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61511.597656 Penalty: 631.472107
	Iteration 15Q: 3 clusters Score -61511.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61515.722656 Penalty: 631.472107
	Iteration 16Q: 3 clusters Score -61515.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61522.695312 Penalty: 631.472107
	Iteration 17Q: 3 clusters Score -61522.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61529.421875 Penalty: 631.472107
	Iteration 18Q: 3 clusters Score -61529.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61533.089844 Penalty: 631.472107
	Iteration 19Q: 3 clusters Score -61533.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61537.664062 Penalty: 631.472107
	Iteration 20F: 3 clusters Score -61537.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -61540.667969 Penalty: 631.472107
	Iteration 21Q: 3 clusters Score -61540.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61543.468750 Penalty: 631.472107
	Iteration 22Q: 3 clusters Score -61543.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61545.777344 Penalty: 631.472107
	Iteration 23Q: 3 clusters Score -61545.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61547.957031 Penalty: 631.472107
	Iteration 24Q: 3 clusters Score -61547.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61550.343750 Penalty: 631.472107
	Iteration 25Q: 3 clusters Score -61550.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61553.167969 Penalty: 631.472107
	Iteration 26Q: 3 clusters Score -61553.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -61554.750000 Penalty: 631.472107
	Iteration 27Q: 3 clusters Score -61554.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61555.316406 Penalty: 631.472107
	Iteration 28Q: 3 clusters Score -61555.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61555.316406 Penalty: 631.472107
	Iteration 29F: 3 clusters Score -61555.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Entering Unmasked Estep 
Score: -2041680.000000 Penalty: 479.069427
	Iteration 0F: 2 clusters Score -2041680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2016565.875000 Penalty: 958.138855
	Iteration 0F: 3 clusters Score -2016566 nChanged 17952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2027497.125000 Penalty: 958.138855
	Iteration 1F: 3 clusters Score -2027497 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2028046.375000 Penalty: 958.138855
	Iteration 2Q: 3 clusters Score -2028046 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2028827.500000 Penalty: 958.138855
	Iteration 3F: 3 clusters Score -2028828 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2030097.625000 Penalty: 958.138855
	Iteration 4F: 3 clusters Score -2030098 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2032106.875000 Penalty: 958.138855
	Iteration 5F: 3 clusters Score -2032107 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2035008.750000 Penalty: 958.138855
	Iteration 6F: 3 clusters Score -2035009 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2038151.875000 Penalty: 958.138855
	Iteration 7F: 3 clusters Score -2038152 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2040182.625000 Penalty: 958.138855
	Iteration 8F: 3 clusters Score -2040183 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2040955.000000 Penalty: 958.138855
	Iteration 9Q: 3 clusters Score -2040955 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2041162.875000 Penalty: 958.138855
	Iteration 10Q: 3 clusters Score -2041163 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -2041226.500000 Penalty: 958.138855
	Iteration 11Q: 3 clusters Score -2041226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2041243.750000 Penalty: 958.138855
	Iteration 12Q: 3 clusters Score -2041244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2041241.125000 Penalty: 958.138855
	Iteration 13Q: 3 clusters Score -2041241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -2041241.125000 Penalty: 958.138855
	Iteration 14F: 3 clusters Score -2041241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -109051.679688 Penalty: 346.022705
	Iteration 0F: 2 clusters Score -109051.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -107583.812500 Penalty: 692.045410
	Iteration 0F: 3 clusters Score -107583.8 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -108021.867188 Penalty: 692.045410
	Iteration 1F: 3 clusters Score -108021.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -108086.851562 Penalty: 692.045410
	Iteration 2F: 3 clusters Score -108086.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -108144.898438 Penalty: 692.045410
	Iteration 3F: 3 clusters Score -108144.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -108198.507812 Penalty: 692.045410
	Iteration 4F: 3 clusters Score -108198.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -108255.507812 Penalty: 692.045410
	Iteration 5Q: 3 clusters Score -108255.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -108323.820312 Penalty: 692.045410
	Iteration 6Q: 3 clusters Score -108323.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -108396.015625 Penalty: 692.045410
	Iteration 7Q: 3 clusters Score -108396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -108448.843750 Penalty: 692.045410
	Iteration 8Q: 3 clusters Score -108448.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -108517.789062 Penalty: 692.045410
	Iteration 9Q: 3 clusters Score -108517.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -108591.750000 Penalty: 692.045410
	Iteration 10Q: 3 clusters Score -108591.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -108655.382812 Penalty: 692.045410
	Iteration 11Q: 3 clusters Score -108655.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -108697.281250 Penalty: 692.045410
	Iteration 12Q: 3 clusters Score -108697.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -108718.828125 Penalty: 692.045410
	Iteration 13Q: 3 clusters Score -108718.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -108733.898438 Penalty: 692.045410
	Iteration 14Q: 3 clusters Score -108733.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -108741.929688 Penalty: 692.045410
	Iteration 15Q: 3 clusters Score -108741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -108744.953125 Penalty: 692.045410
	Iteration 16Q: 3 clusters Score -108745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -108746.695312 Penalty: 692.045410
	Iteration 17Q: 3 clusters Score -108746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -108751.171875 Penalty: 692.045410
	Iteration 18Q: 3 clusters Score -108751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -108755.265625 Penalty: 692.045410
	Iteration 19Q: 3 clusters Score -108755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -108757.375000 Penalty: 692.045410
	Iteration 20F: 3 clusters Score -108757.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -108760.242188 Penalty: 692.045410
	Iteration 21Q: 3 clusters Score -108760.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -108762.054688 Penalty: 692.045410
	Iteration 22Q: 3 clusters Score -108762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -108763.992188 Penalty: 692.045410
	Iteration 23Q: 3 clusters Score -108764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -108765.640625 Penalty: 692.045410
	Iteration 24Q: 3 clusters Score -108765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -108765.898438 Penalty: 692.045410
	Iteration 25Q: 3 clusters Score -108765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -108766.093750 Penalty: 692.045410
	Iteration 26Q: 3 clusters Score -108766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -108767.085938 Penalty: 692.045410
	Iteration 27Q: 3 clusters Score -108767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -108768.867188 Penalty: 692.045410
	Iteration 28Q: 3 clusters Score -108768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -108770.070312 Penalty: 692.045410
	Iteration 29Q: 3 clusters Score -108770.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -108770.414062 Penalty: 692.045410
	Iteration 30Q: 3 clusters Score -108770.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -108771.054688 Penalty: 692.045410
	Iteration 31Q: 3 clusters Score -108771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -108772.820312 Penalty: 692.045410
	Iteration 32Q: 3 clusters Score -108772.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -108774.453125 Penalty: 692.045410
	Iteration 33Q: 3 clusters Score -108774.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -108777.484375 Penalty: 692.045410
	Iteration 34Q: 3 clusters Score -108777.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -108777.484375 Penalty: 692.045410
	Iteration 35F: 3 clusters Score -108777.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (132530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132530 members 
Entering Unmasked Estep 
Score: -7265574.500000 Penalty: 536.652649
	Iteration 0F: 2 clusters Score -7265574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -7183267.500000 Penalty: 1073.305298
	Iteration 0F: 3 clusters Score -7183268 nChanged 65058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -7223522.500000 Penalty: 1073.305298
	Iteration 1F: 3 clusters Score -7223522 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -7225219.500000 Penalty: 1073.305298
	Iteration 2Q: 3 clusters Score -7225220 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -7228118.000000 Penalty: 1073.305298
	Iteration 3Q: 3 clusters Score -7228118 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
Score: -7233145.000000 Penalty: 1073.305298
	Iteration 4F: 3 clusters Score -7233145 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -7240291.500000 Penalty: 1073.305298
	Iteration 5F: 3 clusters Score -7240292 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -7246530.500000 Penalty: 1073.305298
	Iteration 6F: 3 clusters Score -7246530 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -7249351.500000 Penalty: 1073.305298
	Iteration 7Q: 3 clusters Score -7249352 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87704 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -7250451.000000 Penalty: 1073.305298
	Iteration 8Q: 3 clusters Score -7250451 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -7251044.000000 Penalty: 1073.305298
	Iteration 9Q: 3 clusters Score -7251044 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -7251934.500000 Penalty: 1073.305298
	Iteration 10Q: 3 clusters Score -7251934 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -7253165.500000 Penalty: 1073.305298
	Iteration 11Q: 3 clusters Score -7253166 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -7254777.500000 Penalty: 1073.305298
	Iteration 12Q: 3 clusters Score -7254778 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113673 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -7256534.500000 Penalty: 1073.305298
	Iteration 13Q: 3 clusters Score -7256534 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118012 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -7258248.500000 Penalty: 1073.305298
	Iteration 14Q: 3 clusters Score -7258248 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121506 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -7259730.500000 Penalty: 1073.305298
	Iteration 15Q: 3 clusters Score -7259730 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124250 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -7260948.500000 Penalty: 1073.305298
	Iteration 16Q: 3 clusters Score -7260948 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126333 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -7261953.000000 Penalty: 1073.305298
	Iteration 17Q: 3 clusters Score -7261953 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127860 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -7262794.500000 Penalty: 1073.305298
	Iteration 18Q: 3 clusters Score -7262794 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128968 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -7263405.500000 Penalty: 1073.305298
	Iteration 19Q: 3 clusters Score -7263406 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129727 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -7263975.000000 Penalty: 1073.305298
	Iteration 20F: 3 clusters Score -7263975 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130349 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7264382.000000 Penalty: 1073.305298
	Iteration 21Q: 3 clusters Score -7264382 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130750 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7264728.000000 Penalty: 1073.305298
	Iteration 22Q: 3 clusters Score -7264728 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131029 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7264927.500000 Penalty: 1073.305298
	Iteration 23Q: 3 clusters Score -7264928 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131192 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7265005.000000 Penalty: 1073.305298
	Iteration 24Q: 3 clusters Score -7265005 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131310 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7265068.000000 Penalty: 1073.305298
	Iteration 25Q: 3 clusters Score -7265068 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131406 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7265119.500000 Penalty: 1073.305298
	Iteration 26Q: 3 clusters Score -7265120 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131478 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7265148.000000 Penalty: 1073.305298
	Iteration 27Q: 3 clusters Score -7265148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131542 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7265182.500000 Penalty: 1073.305298
	Iteration 28Q: 3 clusters Score -7265182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131577 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7265205.500000 Penalty: 1073.305298
	Iteration 29Q: 3 clusters Score -7265206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131609 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7265217.500000 Penalty: 1073.305298
	Iteration 30Q: 3 clusters Score -7265218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131630 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7265225.000000 Penalty: 1073.305298
	Iteration 31Q: 3 clusters Score -7265225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131651 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7265237.000000 Penalty: 1073.305298
	Iteration 32Q: 3 clusters Score -7265237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131663 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7265242.000000 Penalty: 1073.305298
	Iteration 33Q: 3 clusters Score -7265242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131675 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7265239.000000 Penalty: 1073.305298
	Iteration 34Q: 3 clusters Score -7265239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131685 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7265245.000000 Penalty: 1073.305298
	Iteration 35Q: 3 clusters Score -7265245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131698 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7265251.000000 Penalty: 1073.305298
	Iteration 36Q: 3 clusters Score -7265251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131709 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7265247.500000 Penalty: 1073.305298
	Iteration 37Q: 3 clusters Score -7265248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131723 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7265248.500000 Penalty: 1073.305298
	Iteration 38Q: 3 clusters Score -7265248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131736 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7265249.000000 Penalty: 1073.305298
	Iteration 39Q: 3 clusters Score -7265249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131746 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7265257.000000 Penalty: 1073.305298
	Iteration 40F: 3 clusters Score -7265257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131758 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7265265.000000 Penalty: 1073.305298
	Iteration 41Q: 3 clusters Score -7265265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131771 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7265252.500000 Penalty: 1073.305298
	Iteration 42Q: 3 clusters Score -7265252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131775 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7265257.000000 Penalty: 1073.305298
	Iteration 43Q: 3 clusters Score -7265257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131780 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7265259.000000 Penalty: 1073.305298
	Iteration 44Q: 3 clusters Score -7265259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131785 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7265262.500000 Penalty: 1073.305298
	Iteration 45Q: 3 clusters Score -7265262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131792 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7265255.500000 Penalty: 1073.305298
	Iteration 46Q: 3 clusters Score -7265256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131797 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7265255.000000 Penalty: 1073.305298
	Iteration 47Q: 3 clusters Score -7265255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131802 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7265254.500000 Penalty: 1073.305298
	Iteration 48Q: 3 clusters Score -7265254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131804 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7265251.000000 Penalty: 1073.305298
	Iteration 49Q: 3 clusters Score -7265251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131807 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7265256.500000 Penalty: 1073.305298
	Iteration 50Q: 3 clusters Score -7265256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131810 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7265255.000000 Penalty: 1073.305298
	Iteration 51Q: 3 clusters Score -7265255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131814 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7265268.500000 Penalty: 1073.305298
	Iteration 52Q: 3 clusters Score -7265268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131815 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7265266.500000 Penalty: 1073.305298
	Iteration 53Q: 3 clusters Score -7265266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131816 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7265265.000000 Penalty: 1073.305298
	Iteration 54Q: 3 clusters Score -7265265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131817 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7265266.500000 Penalty: 1073.305298
	Iteration 55Q: 3 clusters Score -7265266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131820 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7265262.000000 Penalty: 1073.305298
	Iteration 56Q: 3 clusters Score -7265262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131823 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7265262.000000 Penalty: 1073.305298
	Iteration 57Q: 3 clusters Score -7265262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131826 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7265269.000000 Penalty: 1073.305298
	Iteration 58Q: 3 clusters Score -7265269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131829 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7265269.000000 Penalty: 1073.305298
	Iteration 59Q: 3 clusters Score -7265269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131832 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7265263.000000 Penalty: 1073.305298
	Iteration 60F: 3 clusters Score -7265263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131837 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7265258.000000 Penalty: 1073.305298
	Iteration 61Q: 3 clusters Score -7265258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131843 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7265260.000000 Penalty: 1073.305298
	Iteration 62Q: 3 clusters Score -7265260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131846 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7265257.500000 Penalty: 1073.305298
	Iteration 63Q: 3 clusters Score -7265258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131852 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7265262.000000 Penalty: 1073.305298
	Iteration 64Q: 3 clusters Score -7265262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131856 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7265269.500000 Penalty: 1073.305298
	Iteration 65Q: 3 clusters Score -7265270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131862 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7265266.000000 Penalty: 1073.305298
	Iteration 66Q: 3 clusters Score -7265266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131868 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7265269.000000 Penalty: 1073.305298
	Iteration 67Q: 3 clusters Score -7265269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131868 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7265272.500000 Penalty: 1073.305298
	Iteration 68Q: 3 clusters Score -7265272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131867 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7265276.000000 Penalty: 1073.305298
	Iteration 69Q: 3 clusters Score -7265276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131870 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7265273.500000 Penalty: 1073.305298
	Iteration 70Q: 3 clusters Score -7265274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131873 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7265277.000000 Penalty: 1073.305298
	Iteration 71Q: 3 clusters Score -7265277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131875 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7265279.500000 Penalty: 1073.305298
	Iteration 72Q: 3 clusters Score -7265280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131876 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7265278.000000 Penalty: 1073.305298
	Iteration 73Q: 3 clusters Score -7265278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131876 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7265278.000000 Penalty: 1073.305298
	Iteration 74F: 3 clusters Score -7265278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Entering Unmasked Estep 
Score: -4040008.750000 Penalty: 511.184509
	Iteration 0F: 2 clusters Score -4040009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -3988899.000000 Penalty: 1022.369019
	Iteration 0F: 3 clusters Score -3988899 nChanged 37190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -4011533.000000 Penalty: 1022.369019
	Iteration 1F: 3 clusters Score -4011533 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -4012932.500000 Penalty: 1022.369019
	Iteration 2Q: 3 clusters Score -4012932 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -4014873.250000 Penalty: 1022.369019
	Iteration 3Q: 3 clusters Score -4014873 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -4017662.250000 Penalty: 1022.369019
	Iteration 4F: 3 clusters Score -4017662 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -4021676.000000 Penalty: 1022.369019
	Iteration 5F: 3 clusters Score -4021676 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -4025768.000000 Penalty: 1022.369019
	Iteration 6F: 3 clusters Score -4025768 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -4028134.250000 Penalty: 1022.369019
	Iteration 7F: 3 clusters Score -4028134 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -4028970.000000 Penalty: 1022.369019
	Iteration 8Q: 3 clusters Score -4028970 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -4029323.000000 Penalty: 1022.369019
	Iteration 9Q: 3 clusters Score -4029323 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -4029605.500000 Penalty: 1022.369019
	Iteration 10Q: 3 clusters Score -4029606 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -4029859.250000 Penalty: 1022.369019
	Iteration 11Q: 3 clusters Score -4029859 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -4030130.000000 Penalty: 1022.369019
	Iteration 12Q: 3 clusters Score -4030130 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -4030445.750000 Penalty: 1022.369019
	Iteration 13Q: 3 clusters Score -4030446 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -4030730.500000 Penalty: 1022.369019
	Iteration 14Q: 3 clusters Score -4030730 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -4031069.250000 Penalty: 1022.369019
	Iteration 15Q: 3 clusters Score -4031069 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -4031418.000000 Penalty: 1022.369019
	Iteration 16Q: 3 clusters Score -4031418 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -4031867.250000 Penalty: 1022.369019
	Iteration 17Q: 3 clusters Score -4031867 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -4032369.500000 Penalty: 1022.369019
	Iteration 18Q: 3 clusters Score -4032370 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -4032907.500000 Penalty: 1022.369019
	Iteration 19Q: 3 clusters Score -4032908 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -4033477.750000 Penalty: 1022.369019
	Iteration 20F: 3 clusters Score -4033478 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 63560 members 
Entering Unmasked Estep 
Score: -4034060.250000 Penalty: 1022.369019
	Iteration 21Q: 3 clusters Score -4034060 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -4034619.250000 Penalty: 1022.369019
	Iteration 22Q: 3 clusters Score -4034619 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -4035211.500000 Penalty: 1022.369019
	Iteration 23Q: 3 clusters Score -4035212 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -4035841.000000 Penalty: 1022.369019
	Iteration 24Q: 3 clusters Score -4035841 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -4036464.000000 Penalty: 1022.369019
	Iteration 25Q: 3 clusters Score -4036464 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -4036998.750000 Penalty: 1022.369019
	Iteration 26Q: 3 clusters Score -4036999 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -4037478.500000 Penalty: 1022.369019
	Iteration 27Q: 3 clusters Score -4037478 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -4037821.000000 Penalty: 1022.369019
	Iteration 28Q: 3 clusters Score -4037821 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -4038158.250000 Penalty: 1022.369019
	Iteration 29Q: 3 clusters Score -4038158 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -4038464.750000 Penalty: 1022.369019
	Iteration 30Q: 3 clusters Score -4038465 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -4038695.000000 Penalty: 1022.369019
	Iteration 31Q: 3 clusters Score -4038695 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -4038866.500000 Penalty: 1022.369019
	Iteration 32Q: 3 clusters Score -4038866 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -4039014.250000 Penalty: 1022.369019
	Iteration 33Q: 3 clusters Score -4039014 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 74348 members 
Entering Unmasked Estep 
Score: -4039147.250000 Penalty: 1022.369019
	Iteration 34Q: 3 clusters Score -4039147 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -4039247.250000 Penalty: 1022.369019
	Iteration 35Q: 3 clusters Score -4039247 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -4039326.750000 Penalty: 1022.369019
	Iteration 36Q: 3 clusters Score -4039327 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -4039392.000000 Penalty: 1022.369019
	Iteration 37Q: 3 clusters Score -4039392 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -4039448.000000 Penalty: 1022.369019
	Iteration 38Q: 3 clusters Score -4039448 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -4039487.000000 Penalty: 1022.369019
	Iteration 39Q: 3 clusters Score -4039487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -4039508.250000 Penalty: 1022.369019
	Iteration 40F: 3 clusters Score -4039508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 75137 members 
Entering Unmasked Estep 
Score: -4039521.750000 Penalty: 1022.369019
	Iteration 41Q: 3 clusters Score -4039522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 75178 members 
Entering Unmasked Estep 
Score: -4039540.250000 Penalty: 1022.369019
	Iteration 42Q: 3 clusters Score -4039540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -4039544.750000 Penalty: 1022.369019
	Iteration 43Q: 3 clusters Score -4039545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -4039557.000000 Penalty: 1022.369019
	Iteration 44Q: 3 clusters Score -4039557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -4039568.000000 Penalty: 1022.369019
	Iteration 45Q: 3 clusters Score -4039568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -4039573.250000 Penalty: 1022.369019
	Iteration 46Q: 3 clusters Score -4039573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -4039573.750000 Penalty: 1022.369019
	Iteration 47Q: 3 clusters Score -4039574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -4039576.750000 Penalty: 1022.369019
	Iteration 48Q: 3 clusters Score -4039577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -4039574.500000 Penalty: 1022.369019
	Iteration 49Q: 3 clusters Score -4039574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -4039580.000000 Penalty: 1022.369019
	Iteration 50Q: 3 clusters Score -4039580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -4039578.750000 Penalty: 1022.369019
	Iteration 51Q: 3 clusters Score -4039579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -4039580.750000 Penalty: 1022.369019
	Iteration 52Q: 3 clusters Score -4039581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 75318 members 
Entering Unmasked Estep 
Score: -4039580.500000 Penalty: 1022.369019
	Iteration 53Q: 3 clusters Score -4039580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -4039580.500000 Penalty: 1022.369019
	Iteration 54Q: 3 clusters Score -4039580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -4039583.250000 Penalty: 1022.369019
	Iteration 55Q: 3 clusters Score -4039583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -4039583.750000 Penalty: 1022.369019
	Iteration 56Q: 3 clusters Score -4039584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -4039580.500000 Penalty: 1022.369019
	Iteration 57Q: 3 clusters Score -4039580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -4039584.500000 Penalty: 1022.369019
	Iteration 58Q: 3 clusters Score -4039584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -4039589.500000 Penalty: 1022.369019
	Iteration 59Q: 3 clusters Score -4039590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -4039588.500000 Penalty: 1022.369019
	Iteration 60F: 3 clusters Score -4039588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 75338 members 
Entering Unmasked Estep 
Score: -4039591.000000 Penalty: 1022.369019
	Iteration 61Q: 3 clusters Score -4039591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -4039591.000000 Penalty: 1022.369019
	Iteration 62Q: 3 clusters Score -4039591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -4039590.750000 Penalty: 1022.369019
	Iteration 63Q: 3 clusters Score -4039591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -4039591.250000 Penalty: 1022.369019
	Iteration 64Q: 3 clusters Score -4039591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -4039591.500000 Penalty: 1022.369019
	Iteration 65Q: 3 clusters Score -4039592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -4039591.500000 Penalty: 1022.369019
	Iteration 66F: 3 clusters Score -4039592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Entering Unmasked Estep 
Score: -133788.718750 Penalty: 356.680511
	Iteration 0F: 2 clusters Score -133788.7 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 1268 members 
Entering Unmasked Estep 
Score: -131999.796875 Penalty: 713.361023
	Iteration 0F: 3 clusters Score -131999.8 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -132640.468750 Penalty: 713.361023
	Iteration 1F: 3 clusters Score -132640.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -132756.390625 Penalty: 713.361023
	Iteration 2F: 3 clusters Score -132756.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -132890.062500 Penalty: 713.361023
	Iteration 3F: 3 clusters Score -132890.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -133046.828125 Penalty: 713.361023
	Iteration 4F: 3 clusters Score -133046.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -133201.671875 Penalty: 713.361023
	Iteration 5F: 3 clusters Score -133201.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -133318.125000 Penalty: 713.361023
	Iteration 6F: 3 clusters Score -133318.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -133383.953125 Penalty: 713.361023
	Iteration 7Q: 3 clusters Score -133384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -133422.718750 Penalty: 713.361023
	Iteration 8Q: 3 clusters Score -133422.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -133458.718750 Penalty: 713.361023
	Iteration 9Q: 3 clusters Score -133458.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -133486.203125 Penalty: 713.361023
	Iteration 10Q: 3 clusters Score -133486.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -133503.437500 Penalty: 713.361023
	Iteration 11Q: 3 clusters Score -133503.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -133518.171875 Penalty: 713.361023
	Iteration 12Q: 3 clusters Score -133518.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -133527.984375 Penalty: 713.361023
	Iteration 13Q: 3 clusters Score -133528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -133536.421875 Penalty: 713.361023
	Iteration 14Q: 3 clusters Score -133536.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -133539.515625 Penalty: 713.361023
	Iteration 15Q: 3 clusters Score -133539.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -133543.515625 Penalty: 713.361023
	Iteration 16Q: 3 clusters Score -133543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -133545.421875 Penalty: 713.361023
	Iteration 17Q: 3 clusters Score -133545.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -133546.484375 Penalty: 713.361023
	Iteration 18Q: 3 clusters Score -133546.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -133548.343750 Penalty: 713.361023
	Iteration 19Q: 3 clusters Score -133548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -133549.171875 Penalty: 713.361023
	Iteration 20F: 3 clusters Score -133549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -133549.890625 Penalty: 713.361023
	Iteration 21Q: 3 clusters Score -133549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -133551.109375 Penalty: 713.361023
	Iteration 22Q: 3 clusters Score -133551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -133551.312500 Penalty: 713.361023
	Iteration 23Q: 3 clusters Score -133551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -133551.546875 Penalty: 713.361023
	Iteration 24Q: 3 clusters Score -133551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -133551.828125 Penalty: 713.361023
	Iteration 25Q: 3 clusters Score -133551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -133551.828125 Penalty: 713.361023
	Iteration 26Q: 3 clusters Score -133551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -133552.000000 Penalty: 713.361023
	Iteration 27Q: 3 clusters Score -133552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -133552.546875 Penalty: 713.361023
	Iteration 28Q: 3 clusters Score -133552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -133552.625000 Penalty: 713.361023
	Iteration 29Q: 3 clusters Score -133552.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -133552.625000 Penalty: 713.361023
	Iteration 30F: 3 clusters Score -133552.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Entering Unmasked Estep 
Score: -2610137.500000 Penalty: 489.004791
	Iteration 0F: 2 clusters Score -2610138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -2579094.750000 Penalty: 978.009583
	Iteration 0F: 3 clusters Score -2579095 nChanged 22423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2592472.000000 Penalty: 978.009583
	Iteration 1F: 3 clusters Score -2592472 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2592960.000000 Penalty: 978.009583
	Iteration 2Q: 3 clusters Score -2592960 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2593670.250000 Penalty: 978.009583
	Iteration 3Q: 3 clusters Score -2593670 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2594617.500000 Penalty: 978.009583
	Iteration 4Q: 3 clusters Score -2594618 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2596084.750000 Penalty: 978.009583
	Iteration 5F: 3 clusters Score -2596085 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2598099.000000 Penalty: 978.009583
	Iteration 6F: 3 clusters Score -2598099 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2600607.000000 Penalty: 978.009583
	Iteration 7F: 3 clusters Score -2600607 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2602987.500000 Penalty: 978.009583
	Iteration 8F: 3 clusters Score -2602988 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2604564.750000 Penalty: 978.009583
	Iteration 9Q: 3 clusters Score -2604565 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2605409.750000 Penalty: 978.009583
	Iteration 10Q: 3 clusters Score -2605410 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2606028.250000 Penalty: 978.009583
	Iteration 11Q: 3 clusters Score -2606028 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2606581.250000 Penalty: 978.009583
	Iteration 12Q: 3 clusters Score -2606581 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2607148.250000 Penalty: 978.009583
	Iteration 13Q: 3 clusters Score -2607148 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2607638.750000 Penalty: 978.009583
	Iteration 14Q: 3 clusters Score -2607639 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2608079.750000 Penalty: 978.009583
	Iteration 15Q: 3 clusters Score -2608080 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2608448.500000 Penalty: 978.009583
	Iteration 16Q: 3 clusters Score -2608448 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2608756.500000 Penalty: 978.009583
	Iteration 17Q: 3 clusters Score -2608756 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2609016.250000 Penalty: 978.009583
	Iteration 18Q: 3 clusters Score -2609016 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2609240.250000 Penalty: 978.009583
	Iteration 19Q: 3 clusters Score -2609240 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2609395.250000 Penalty: 978.009583
	Iteration 20F: 3 clusters Score -2609395 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2609507.500000 Penalty: 978.009583
	Iteration 21Q: 3 clusters Score -2609508 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2609573.750000 Penalty: 978.009583
	Iteration 22Q: 3 clusters Score -2609574 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2609626.250000 Penalty: 978.009583
	Iteration 23Q: 3 clusters Score -2609626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2609665.250000 Penalty: 978.009583
	Iteration 24Q: 3 clusters Score -2609665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2609688.250000 Penalty: 978.009583
	Iteration 25Q: 3 clusters Score -2609688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -2609700.000000 Penalty: 978.009583
	Iteration 26Q: 3 clusters Score -2609700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2609712.250000 Penalty: 978.009583
	Iteration 27Q: 3 clusters Score -2609712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2609715.500000 Penalty: 978.009583
	Iteration 28Q: 3 clusters Score -2609716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -2609714.250000 Penalty: 978.009583
	Iteration 29Q: 3 clusters Score -2609714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -2609715.750000 Penalty: 978.009583
	Iteration 30Q: 3 clusters Score -2609716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -2609717.500000 Penalty: 978.009583
	Iteration 31Q: 3 clusters Score -2609718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -2609720.250000 Penalty: 978.009583
	Iteration 32Q: 3 clusters Score -2609720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2609719.750000 Penalty: 978.009583
	Iteration 33Q: 3 clusters Score -2609720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -2609719.750000 Penalty: 978.009583
	Iteration 34F: 3 clusters Score -2609720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Entering Unmasked Estep 
Score: -508599.562500 Penalty: 413.614563
	Iteration 0F: 2 clusters Score -508599.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -502675.343750 Penalty: 827.229126
	Iteration 0F: 3 clusters Score -502675.3 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -504897.781250 Penalty: 827.229126
	Iteration 1F: 3 clusters Score -504897.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -505121.187500 Penalty: 827.229126
	Iteration 2F: 3 clusters Score -505121.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -505393.156250 Penalty: 827.229126
	Iteration 3F: 3 clusters Score -505393.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -505785.406250 Penalty: 827.229126
	Iteration 4F: 3 clusters Score -505785.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -506308.312500 Penalty: 827.229126
	Iteration 5F: 3 clusters Score -506308.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -506963.062500 Penalty: 827.229126
	Iteration 6F: 3 clusters Score -506963.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -507599.812500 Penalty: 827.229126
	Iteration 7F: 3 clusters Score -507599.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -507965.406250 Penalty: 827.229126
	Iteration 8Q: 3 clusters Score -507965.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -508126.875000 Penalty: 827.229126
	Iteration 9Q: 3 clusters Score -508126.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -508185.437500 Penalty: 827.229126
	Iteration 10Q: 3 clusters Score -508185.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -508209.937500 Penalty: 827.229126
	Iteration 11Q: 3 clusters Score -508209.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -508221.718750 Penalty: 827.229126
	Iteration 12Q: 3 clusters Score -508221.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -508226.375000 Penalty: 827.229126
	Iteration 13Q: 3 clusters Score -508226.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -508234.031250 Penalty: 827.229126
	Iteration 14Q: 3 clusters Score -508234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -508237.937500 Penalty: 827.229126
	Iteration 15Q: 3 clusters Score -508237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -508241.187500 Penalty: 827.229126
	Iteration 16Q: 3 clusters Score -508241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -508242.406250 Penalty: 827.229126
	Iteration 17Q: 3 clusters Score -508242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -508242.843750 Penalty: 827.229126
	Iteration 18Q: 3 clusters Score -508242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -508242.843750 Penalty: 827.229126
	Iteration 19F: 3 clusters Score -508242.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Entering Unmasked Estep 
Score: -3235948.250000 Penalty: 500.164276
	Iteration 0F: 2 clusters Score -3235948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3195873.250000 Penalty: 1000.328552
	Iteration 0F: 3 clusters Score -3195873 nChanged 28891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -3213089.750000 Penalty: 1000.328552
	Iteration 1F: 3 clusters Score -3213090 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3213774.250000 Penalty: 1000.328552
	Iteration 2Q: 3 clusters Score -3213774 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3214656.250000 Penalty: 1000.328552
	Iteration 3Q: 3 clusters Score -3214656 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -3216092.000000 Penalty: 1000.328552
	Iteration 4Q: 3 clusters Score -3216092 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -3218555.000000 Penalty: 1000.328552
	Iteration 5F: 3 clusters Score -3218555 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3222387.250000 Penalty: 1000.328552
	Iteration 6F: 3 clusters Score -3222387 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3226246.000000 Penalty: 1000.328552
	Iteration 7F: 3 clusters Score -3226246 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -3228324.750000 Penalty: 1000.328552
	Iteration 8F: 3 clusters Score -3228325 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3229284.000000 Penalty: 1000.328552
	Iteration 9Q: 3 clusters Score -3229284 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3230011.750000 Penalty: 1000.328552
	Iteration 10Q: 3 clusters Score -3230012 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -3230654.500000 Penalty: 1000.328552
	Iteration 11Q: 3 clusters Score -3230654 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3231231.000000 Penalty: 1000.328552
	Iteration 12Q: 3 clusters Score -3231231 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3231674.500000 Penalty: 1000.328552
	Iteration 13Q: 3 clusters Score -3231674 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3231990.750000 Penalty: 1000.328552
	Iteration 14Q: 3 clusters Score -3231991 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3232241.250000 Penalty: 1000.328552
	Iteration 15Q: 3 clusters Score -3232241 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3232404.000000 Penalty: 1000.328552
	Iteration 16Q: 3 clusters Score -3232404 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3232510.000000 Penalty: 1000.328552
	Iteration 17Q: 3 clusters Score -3232510 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3232592.750000 Penalty: 1000.328552
	Iteration 18Q: 3 clusters Score -3232593 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3232665.750000 Penalty: 1000.328552
	Iteration 19Q: 3 clusters Score -3232666 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3232691.250000 Penalty: 1000.328552
	Iteration 20F: 3 clusters Score -3232691 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3232703.500000 Penalty: 1000.328552
	Iteration 21Q: 3 clusters Score -3232704 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3232710.000000 Penalty: 1000.328552
	Iteration 22Q: 3 clusters Score -3232710 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3232714.000000 Penalty: 1000.328552
	Iteration 23Q: 3 clusters Score -3232714 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3232743.000000 Penalty: 1000.328552
	Iteration 24Q: 3 clusters Score -3232743 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3232754.500000 Penalty: 1000.328552
	Iteration 25Q: 3 clusters Score -3232754 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3232764.500000 Penalty: 1000.328552
	Iteration 26Q: 3 clusters Score -3232764 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3232775.500000 Penalty: 1000.328552
	Iteration 27Q: 3 clusters Score -3232776 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3232788.000000 Penalty: 1000.328552
	Iteration 28Q: 3 clusters Score -3232788 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3232792.250000 Penalty: 1000.328552
	Iteration 29Q: 3 clusters Score -3232792 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3232798.500000 Penalty: 1000.328552
	Iteration 30Q: 3 clusters Score -3232798 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3232803.750000 Penalty: 1000.328552
	Iteration 31Q: 3 clusters Score -3232804 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3232816.750000 Penalty: 1000.328552
	Iteration 32Q: 3 clusters Score -3232817 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3232815.250000 Penalty: 1000.328552
	Iteration 33Q: 3 clusters Score -3232815 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3232819.500000 Penalty: 1000.328552
	Iteration 34Q: 3 clusters Score -3232820 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3232832.500000 Penalty: 1000.328552
	Iteration 35Q: 3 clusters Score -3232832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3232839.500000 Penalty: 1000.328552
	Iteration 36Q: 3 clusters Score -3232840 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3232843.000000 Penalty: 1000.328552
	Iteration 37Q: 3 clusters Score -3232843 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3232849.500000 Penalty: 1000.328552
	Iteration 38Q: 3 clusters Score -3232850 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3232857.500000 Penalty: 1000.328552
	Iteration 39Q: 3 clusters Score -3232858 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3232860.750000 Penalty: 1000.328552
	Iteration 40F: 3 clusters Score -3232861 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3232846.000000 Penalty: 1000.328552
	Iteration 41Q: 3 clusters Score -3232846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3232851.250000 Penalty: 1000.328552
	Iteration 42Q: 3 clusters Score -3232851 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3232857.250000 Penalty: 1000.328552
	Iteration 43Q: 3 clusters Score -3232857 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3232886.000000 Penalty: 1000.328552
	Iteration 44Q: 3 clusters Score -3232886 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3232869.500000 Penalty: 1000.328552
	Iteration 45Q: 3 clusters Score -3232870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3232884.000000 Penalty: 1000.328552
	Iteration 46Q: 3 clusters Score -3232884 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3232886.000000 Penalty: 1000.328552
	Iteration 47Q: 3 clusters Score -3232886 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3232889.000000 Penalty: 1000.328552
	Iteration 48Q: 3 clusters Score -3232889 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3232891.750000 Penalty: 1000.328552
	Iteration 49Q: 3 clusters Score -3232892 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -3232905.000000 Penalty: 1000.328552
	Iteration 50Q: 3 clusters Score -3232905 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3232925.000000 Penalty: 1000.328552
	Iteration 51Q: 3 clusters Score -3232925 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3232918.250000 Penalty: 1000.328552
	Iteration 52Q: 3 clusters Score -3232918 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3232939 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3232940 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3232966 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3232981 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3233001 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3233001.500000 Penalty: 1000.328552
	Iteration 58Q: 3 clusters Score -3233002 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -3233016.000000 Penalty: 1000.328552
	Iteration 59Q: 3 clusters Score -3233016 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3233026.500000 Penalty: 1000.328552
	Iteration 60F: 3 clusters Score -3233026 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3233045 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3233041 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3233068 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3233068 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3233084 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3233101 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3233122.750000 Penalty: 1000.328552
	Iteration 67Q: 3 clusters Score -3233123 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3233158.750000 Penalty: 1000.328552
	Iteration 68Q: 3 clusters Score -3233159 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -3233171.000000 Penalty: 1000.328552
	Iteration 69Q: 3 clusters Score -3233171 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3233198 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3233209.250000 Penalty: 1000.328552
	Iteration 71Q: 3 clusters Score -3233209 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3233224 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3233257 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3233284 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3233321.250000 Penalty: 1000.328552
	Iteration 75Q: 3 clusters Score -3233321 nChanged 374
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3233344 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3233382 nChanged 374
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3233400 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3233426.000000 Penalty: 1000.328552
	Iteration 79Q: 3 clusters Score -3233426 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3233472 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3233512 nChanged 368
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3233563 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3233605 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3233630 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3233660 nChanged 387
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3233726 nChanged 380
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3233770 nChanged 359
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3233819 nChanged 361
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3233860 nChanged 333
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3233877 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3233906 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3233945 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3233994 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3234049 nChanged 337
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3234103 nChanged 323
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3234154 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -3234193.250000 Penalty: 1000.328552
	Iteration 97Q: 3 clusters Score -3234193 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3234250 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3234287 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3234329 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3234365 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3234397 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3234436 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3234466 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3234497 nChanged 232
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Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3234514 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3234546 nChanged 248
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Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3234616 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3234652 nChanged 217
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Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3234694 nChanged 217
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Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3234742 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3234781 nChanged 200
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Mstep: Class 1 contains 55961 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3234836 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3234882 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3234925.250000 Penalty: 1000.328552
	Iteration 115Q: 3 clusters Score -3234925 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3234967 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3235018.000000 Penalty: 1000.328552
	Iteration 117Q: 3 clusters Score -3235018 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3235065 nChanged 191
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Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -3235112.500000 Penalty: 1000.328552
	Iteration 119Q: 3 clusters Score -3235112 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3235147.750000 Penalty: 1000.328552
	Iteration 120F: 3 clusters Score -3235148 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3235206.250000 Penalty: 1000.328552
	Iteration 121Q: 3 clusters Score -3235206 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3235255 nChanged 151
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Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3235314 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3235338.750000 Penalty: 1000.328552
	Iteration 124Q: 3 clusters Score -3235339 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3235368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3235374 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3235383.250000 Penalty: 1000.328552
	Iteration 127Q: 3 clusters Score -3235383 nChanged 84
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Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3235403.000000 Penalty: 1000.328552
	Iteration 128Q: 3 clusters Score -3235403 nChanged 74
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Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3235418 nChanged 65
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Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3235439.500000 Penalty: 1000.328552
	Iteration 130Q: 3 clusters Score -3235440 nChanged 62
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Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3235448 nChanged 55
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Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3235464 nChanged 59
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Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3235479 nChanged 40
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Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3235491 nChanged 36
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Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3235494 nChanged 28
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Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3235506 nChanged 21
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Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3235501 nChanged 23
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Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3235504 nChanged 27
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Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3235504 nChanged 18
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Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3235514.500000 Penalty: 1000.328552
	Iteration 140F: 3 clusters Score -3235514 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3235516 nChanged 19
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Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3235513.000000 Penalty: 1000.328552
	Iteration 142Q: 3 clusters Score -3235513 nChanged 9
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Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3235514 nChanged 11
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Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3235520.000000 Penalty: 1000.328552
	Iteration 144Q: 3 clusters Score -3235520 nChanged 20
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Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3235523.750000 Penalty: 1000.328552
	Iteration 145Q: 3 clusters Score -3235524 nChanged 22
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Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3235529.500000 Penalty: 1000.328552
	Iteration 146Q: 3 clusters Score -3235530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3235528.750000 Penalty: 1000.328552
	Iteration 147Q: 3 clusters Score -3235529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3235525.000000 Penalty: 1000.328552
	Iteration 148Q: 3 clusters Score -3235525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3235528.250000 Penalty: 1000.328552
	Iteration 149Q: 3 clusters Score -3235528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3235528.500000 Penalty: 1000.328552
	Iteration 150Q: 3 clusters Score -3235528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3235532.500000 Penalty: 1000.328552
	Iteration 151Q: 3 clusters Score -3235532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3235537.500000 Penalty: 1000.328552
	Iteration 152Q: 3 clusters Score -3235538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3235540.250000 Penalty: 1000.328552
	Iteration 153Q: 3 clusters Score -3235540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3235544.500000 Penalty: 1000.328552
	Iteration 154Q: 3 clusters Score -3235544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3235547.000000 Penalty: 1000.328552
	Iteration 155Q: 3 clusters Score -3235547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3235544.000000 Penalty: 1000.328552
	Iteration 156Q: 3 clusters Score -3235544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3235547.500000 Penalty: 1000.328552
	Iteration 157Q: 3 clusters Score -3235548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3235544.750000 Penalty: 1000.328552
	Iteration 158Q: 3 clusters Score -3235545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3235545.000000 Penalty: 1000.328552
	Iteration 159Q: 3 clusters Score -3235545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3235545.250000 Penalty: 1000.328552
	Iteration 160F: 3 clusters Score -3235545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3235545.250000 Penalty: 1000.328552
	Iteration 161Q: 3 clusters Score -3235545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3235548.500000 Penalty: 1000.328552
	Iteration 162Q: 3 clusters Score -3235548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3235551.500000 Penalty: 1000.328552
	Iteration 163Q: 3 clusters Score -3235552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3235551.750000 Penalty: 1000.328552
	Iteration 164Q: 3 clusters Score -3235552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3235552.500000 Penalty: 1000.328552
	Iteration 165Q: 3 clusters Score -3235552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3235552.500000 Penalty: 1000.328552
	Iteration 166F: 3 clusters Score -3235552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Entering Unmasked Estep 
Score: -243503.843750 Penalty: 384.745972
	Iteration 0F: 2 clusters Score -243503.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -240341.062500 Penalty: 769.491943
	Iteration 0F: 3 clusters Score -240341.1 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -241507.312500 Penalty: 769.491943
	Iteration 1F: 3 clusters Score -241507.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -241708.421875 Penalty: 769.491943
	Iteration 2F: 3 clusters Score -241708.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -241989.203125 Penalty: 769.491943
	Iteration 3F: 3 clusters Score -241989.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -242345.125000 Penalty: 769.491943
	Iteration 4F: 3 clusters Score -242345.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -242707.500000 Penalty: 769.491943
	Iteration 5F: 3 clusters Score -242707.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -242946.937500 Penalty: 769.491943
	Iteration 6F: 3 clusters Score -242946.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -243098.937500 Penalty: 769.491943
	Iteration 7F: 3 clusters Score -243098.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -243181.843750 Penalty: 769.491943
	Iteration 8Q: 3 clusters Score -243181.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -243253.281250 Penalty: 769.491943
	Iteration 9Q: 3 clusters Score -243253.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -243314.156250 Penalty: 769.491943
	Iteration 10Q: 3 clusters Score -243314.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -243361.093750 Penalty: 769.491943
	Iteration 11Q: 3 clusters Score -243361.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -243402.750000 Penalty: 769.491943
	Iteration 12Q: 3 clusters Score -243402.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -243418.421875 Penalty: 769.491943
	Iteration 13Q: 3 clusters Score -243418.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -243426.890625 Penalty: 769.491943
	Iteration 14Q: 3 clusters Score -243426.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -243431.765625 Penalty: 769.491943
	Iteration 15Q: 3 clusters Score -243431.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -243435.234375 Penalty: 769.491943
	Iteration 16Q: 3 clusters Score -243435.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -243437.609375 Penalty: 769.491943
	Iteration 17Q: 3 clusters Score -243437.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -243439.359375 Penalty: 769.491943
	Iteration 18Q: 3 clusters Score -243439.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -243440.859375 Penalty: 769.491943
	Iteration 19Q: 3 clusters Score -243440.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -243443.625000 Penalty: 769.491943
	Iteration 20F: 3 clusters Score -243443.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -243445.953125 Penalty: 769.491943
	Iteration 21Q: 3 clusters Score -243446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -243446.718750 Penalty: 769.491943
	Iteration 22Q: 3 clusters Score -243446.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -243448.031250 Penalty: 769.491943
	Iteration 23Q: 3 clusters Score -243448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -243448.890625 Penalty: 769.491943
	Iteration 24Q: 3 clusters Score -243448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -243449.078125 Penalty: 769.491943
	Iteration 25Q: 3 clusters Score -243449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -243449.156250 Penalty: 769.491943
	Iteration 26Q: 3 clusters Score -243449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -243449.531250 Penalty: 769.491943
	Iteration 27Q: 3 clusters Score -243449.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -243449.609375 Penalty: 769.491943
	Iteration 28Q: 3 clusters Score -243449.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -243449.921875 Penalty: 769.491943
	Iteration 29Q: 3 clusters Score -243449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -243450.437500 Penalty: 769.491943
	Iteration 30Q: 3 clusters Score -243450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -243450.437500 Penalty: 769.491943
	Iteration 31Q: 3 clusters Score -243450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -243450.609375 Penalty: 769.491943
	Iteration 32Q: 3 clusters Score -243450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -243450.765625 Penalty: 769.491943
	Iteration 33Q: 3 clusters Score -243450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -243450.765625 Penalty: 769.491943
	Iteration 34F: 3 clusters Score -243450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -94348.656250 Penalty: 338.978607
	Iteration 0F: 2 clusters Score -94348.66 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 828 members 
Entering Unmasked Estep 
Score: -93076.343750 Penalty: 677.957214
	Iteration 0F: 3 clusters Score -93076.34 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -93485.296875 Penalty: 677.957214
	Iteration 1F: 3 clusters Score -93485.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -93589.421875 Penalty: 677.957214
	Iteration 2F: 3 clusters Score -93589.42 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -93676.703125 Penalty: 677.957214
	Iteration 3F: 3 clusters Score -93676.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -93747.679688 Penalty: 677.957214
	Iteration 4F: 3 clusters Score -93747.68 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -93812.312500 Penalty: 677.957214
	Iteration 5Q: 3 clusters Score -93812.31 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -93877.351562 Penalty: 677.957214
	Iteration 6Q: 3 clusters Score -93877.35 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93926.648438 Penalty: 677.957214
	Iteration 7Q: 3 clusters Score -93926.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93956.289062 Penalty: 677.957214
	Iteration 8Q: 3 clusters Score -93956.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93985.898438 Penalty: 677.957214
	Iteration 9Q: 3 clusters Score -93985.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94003.210938 Penalty: 677.957214
	Iteration 10Q: 3 clusters Score -94003.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94025.164062 Penalty: 677.957214
	Iteration 11Q: 3 clusters Score -94025.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94038.343750 Penalty: 677.957214
	Iteration 12Q: 3 clusters Score -94038.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -94046.945312 Penalty: 677.957214
	Iteration 13Q: 3 clusters Score -94046.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -94051.218750 Penalty: 677.957214
	Iteration 14Q: 3 clusters Score -94051.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -94051.656250 Penalty: 677.957214
	Iteration 15Q: 3 clusters Score -94051.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -94051.679688 Penalty: 677.957214
	Iteration 16Q: 3 clusters Score -94051.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -94051.679688 Penalty: 677.957214
	Iteration 17F: 3 clusters Score -94051.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -72279.304688 Penalty: 326.623810
	Iteration 0F: 2 clusters Score -72279.3 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 655 members 
Entering Unmasked Estep 
Score: -71268.765625 Penalty: 653.247620
	Iteration 0F: 3 clusters Score -71268.77 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -71583.445312 Penalty: 653.247620
	Iteration 1F: 3 clusters Score -71583.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -71616.859375 Penalty: 653.247620
	Iteration 2F: 3 clusters Score -71616.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -71636.898438 Penalty: 653.247620
	Iteration 3Q: 3 clusters Score -71636.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -71659.992188 Penalty: 653.247620
	Iteration 4Q: 3 clusters Score -71659.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -71689.453125 Penalty: 653.247620
	Iteration 5Q: 3 clusters Score -71689.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -71716.054688 Penalty: 653.247620
	Iteration 6Q: 3 clusters Score -71716.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71726.539062 Penalty: 653.247620
	Iteration 7Q: 3 clusters Score -71726.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -71736.562500 Penalty: 653.247620
	Iteration 8Q: 3 clusters Score -71736.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -71746.398438 Penalty: 653.247620
	Iteration 9Q: 3 clusters Score -71746.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -71754.906250 Penalty: 653.247620
	Iteration 10Q: 3 clusters Score -71754.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -71767.710938 Penalty: 653.247620
	Iteration 11Q: 3 clusters Score -71767.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -71782.320312 Penalty: 653.247620
	Iteration 12Q: 3 clusters Score -71782.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -71794.109375 Penalty: 653.247620
	Iteration 13Q: 3 clusters Score -71794.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -71806.156250 Penalty: 653.247620
	Iteration 14Q: 3 clusters Score -71806.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -71820.226562 Penalty: 653.247620
	Iteration 15Q: 3 clusters Score -71820.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -71829.382812 Penalty: 653.247620
	Iteration 16Q: 3 clusters Score -71829.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -71835.726562 Penalty: 653.247620
	Iteration 17Q: 3 clusters Score -71835.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -71840.382812 Penalty: 653.247620
	Iteration 18Q: 3 clusters Score -71840.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -71846.804688 Penalty: 653.247620
	Iteration 19Q: 3 clusters Score -71846.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -71853.437500 Penalty: 653.247620
	Iteration 20F: 3 clusters Score -71853.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -71855.460938 Penalty: 653.247620
	Iteration 21Q: 3 clusters Score -71855.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -71856.046875 Penalty: 653.247620
	Iteration 22Q: 3 clusters Score -71856.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -71857.445312 Penalty: 653.247620
	Iteration 23Q: 3 clusters Score -71857.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -71858.679688 Penalty: 653.247620
	Iteration 24Q: 3 clusters Score -71858.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -71860.585938 Penalty: 653.247620
	Iteration 25Q: 3 clusters Score -71860.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -71863.148438 Penalty: 653.247620
	Iteration 26Q: 3 clusters Score -71863.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -71864.234375 Penalty: 653.247620
	Iteration 27Q: 3 clusters Score -71864.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -71866.507812 Penalty: 653.247620
	Iteration 28Q: 3 clusters Score -71866.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -71868.289062 Penalty: 653.247620
	Iteration 29Q: 3 clusters Score -71868.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -71870.070312 Penalty: 653.247620
	Iteration 30Q: 3 clusters Score -71870.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -71871.117188 Penalty: 653.247620
	Iteration 31Q: 3 clusters Score -71871.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -71873.492188 Penalty: 653.247620
	Iteration 32Q: 3 clusters Score -71873.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -71875.507812 Penalty: 653.247620
	Iteration 33Q: 3 clusters Score -71875.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -71876.531250 Penalty: 653.247620
	Iteration 34Q: 3 clusters Score -71876.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -71876.539062 Penalty: 653.247620
	Iteration 35Q: 3 clusters Score -71876.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -71876.726562 Penalty: 653.247620
	Iteration 36Q: 3 clusters Score -71876.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -71876.726562 Penalty: 653.247620
	Iteration 37F: 3 clusters Score -71876.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -85467.351562 Penalty: 336.028015
	Iteration 0F: 2 clusters Score -85467.35 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 805 members 
Entering Unmasked Estep 
Score: -84281.476562 Penalty: 672.056030
	Iteration 0F: 3 clusters Score -84281.48 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -84652.101562 Penalty: 672.056030
	Iteration 1F: 3 clusters Score -84652.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -84717.101562 Penalty: 672.056030
	Iteration 2F: 3 clusters Score -84717.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -84752.710938 Penalty: 672.056030
	Iteration 3Q: 3 clusters Score -84752.71 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -84795.078125 Penalty: 672.056030
	Iteration 4Q: 3 clusters Score -84795.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -84871.609375 Penalty: 672.056030
	Iteration 5Q: 3 clusters Score -84871.61 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -84969.953125 Penalty: 672.056030
	Iteration 6F: 3 clusters Score -84969.95 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -85064.757812 Penalty: 672.056030
	Iteration 7F: 3 clusters Score -85064.76 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -85132.007812 Penalty: 672.056030
	Iteration 8F: 3 clusters Score -85132.01 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -85184.023438 Penalty: 672.056030
	Iteration 9Q: 3 clusters Score -85184.02 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -85248.359375 Penalty: 672.056030
	Iteration 10Q: 3 clusters Score -85248.36 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -85294.265625 Penalty: 672.056030
	Iteration 11Q: 3 clusters Score -85294.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -85326.867188 Penalty: 672.056030
	Iteration 12Q: 3 clusters Score -85326.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -85353.718750 Penalty: 672.056030
	Iteration 13Q: 3 clusters Score -85353.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -85366.835938 Penalty: 672.056030
	Iteration 14Q: 3 clusters Score -85366.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -85380.898438 Penalty: 672.056030
	Iteration 15Q: 3 clusters Score -85380.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -85392.828125 Penalty: 672.056030
	Iteration 16Q: 3 clusters Score -85392.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -85401.421875 Penalty: 672.056030
	Iteration 17Q: 3 clusters Score -85401.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -85407.632812 Penalty: 672.056030
	Iteration 18Q: 3 clusters Score -85407.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -85413.976562 Penalty: 672.056030
	Iteration 19Q: 3 clusters Score -85413.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -85420.546875 Penalty: 672.056030
	Iteration 20F: 3 clusters Score -85420.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -85426.820312 Penalty: 672.056030
	Iteration 21Q: 3 clusters Score -85426.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -85427.875000 Penalty: 672.056030
	Iteration 22Q: 3 clusters Score -85427.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -85428.820312 Penalty: 672.056030
	Iteration 23Q: 3 clusters Score -85428.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -85429.359375 Penalty: 672.056030
	Iteration 24Q: 3 clusters Score -85429.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -85429.742188 Penalty: 672.056030
	Iteration 25Q: 3 clusters Score -85429.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -85430.109375 Penalty: 672.056030
	Iteration 26Q: 3 clusters Score -85430.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -85430.109375 Penalty: 672.056030
	Iteration 27F: 3 clusters Score -85430.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -77847.210938 Penalty: 336.168915
	Iteration 0F: 2 clusters Score -77847.21 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 805 members 
Entering Unmasked Estep 
Score: -76626.507812 Penalty: 672.337830
	Iteration 0F: 3 clusters Score -76626.51 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -77010.414062 Penalty: 672.337830
	Iteration 1F: 3 clusters Score -77010.41 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -77104.289062 Penalty: 672.337830
	Iteration 2F: 3 clusters Score -77104.29 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -77195.656250 Penalty: 672.337830
	Iteration 3F: 3 clusters Score -77195.66 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -77271.906250 Penalty: 672.337830
	Iteration 4F: 3 clusters Score -77271.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -77335.343750 Penalty: 672.337830
	Iteration 5F: 3 clusters Score -77335.34 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -77393.539062 Penalty: 672.337830
	Iteration 6Q: 3 clusters Score -77393.54 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -77438.460938 Penalty: 672.337830
	Iteration 7Q: 3 clusters Score -77438.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -77473.070312 Penalty: 672.337830
	Iteration 8Q: 3 clusters Score -77473.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -77492.273438 Penalty: 672.337830
	Iteration 9Q: 3 clusters Score -77492.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -77508.304688 Penalty: 672.337830
	Iteration 10Q: 3 clusters Score -77508.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -77520.585938 Penalty: 672.337830
	Iteration 11Q: 3 clusters Score -77520.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -77529.328125 Penalty: 672.337830
	Iteration 12Q: 3 clusters Score -77529.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -77535.609375 Penalty: 672.337830
	Iteration 13Q: 3 clusters Score -77535.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -77548.070312 Penalty: 672.337830
	Iteration 14Q: 3 clusters Score -77548.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -77558.429688 Penalty: 672.337830
	Iteration 15Q: 3 clusters Score -77558.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -77564.562500 Penalty: 672.337830
	Iteration 16Q: 3 clusters Score -77564.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -77566.921875 Penalty: 672.337830
	Iteration 17Q: 3 clusters Score -77566.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -77568.976562 Penalty: 672.337830
	Iteration 18Q: 3 clusters Score -77568.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -77571.390625 Penalty: 672.337830
	Iteration 19Q: 3 clusters Score -77571.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -77572.429688 Penalty: 672.337830
	Iteration 20F: 3 clusters Score -77572.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -77573.703125 Penalty: 672.337830
	Iteration 21Q: 3 clusters Score -77573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -77574.867188 Penalty: 672.337830
	Iteration 22Q: 3 clusters Score -77574.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -77575.851562 Penalty: 672.337830
	Iteration 23Q: 3 clusters Score -77575.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -77576.875000 Penalty: 672.337830
	Iteration 24Q: 3 clusters Score -77576.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -77577.765625 Penalty: 672.337830
	Iteration 25Q: 3 clusters Score -77577.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -77577.992188 Penalty: 672.337830
	Iteration 26Q: 3 clusters Score -77577.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -77578.117188 Penalty: 672.337830
	Iteration 27Q: 3 clusters Score -77578.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -77578.117188 Penalty: 672.337830
	Iteration 28F: 3 clusters Score -77578.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -65772.453125 Penalty: 319.621521
	Iteration 0F: 2 clusters Score -65772.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -64902.148438 Penalty: 639.243042
	Iteration 0F: 3 clusters Score -64902.15 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -65140.113281 Penalty: 639.243042
	Iteration 1F: 3 clusters Score -65140.11 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -65178.656250 Penalty: 639.243042
	Iteration 2F: 3 clusters Score -65178.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -65205.253906 Penalty: 639.243042
	Iteration 3Q: 3 clusters Score -65205.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -65223.847656 Penalty: 639.243042
	Iteration 4Q: 3 clusters Score -65223.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -65239.406250 Penalty: 639.243042
	Iteration 5Q: 3 clusters Score -65239.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65253.066406 Penalty: 639.243042
	Iteration 6Q: 3 clusters Score -65253.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65265.621094 Penalty: 639.243042
	Iteration 7Q: 3 clusters Score -65265.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -65274.460938 Penalty: 639.243042
	Iteration 8Q: 3 clusters Score -65274.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -65277.957031 Penalty: 639.243042
	Iteration 9Q: 3 clusters Score -65277.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65282.812500 Penalty: 639.243042
	Iteration 10Q: 3 clusters Score -65282.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -65288.617188 Penalty: 639.243042
	Iteration 11Q: 3 clusters Score -65288.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65293.285156 Penalty: 639.243042
	Iteration 12Q: 3 clusters Score -65293.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65296.484375 Penalty: 639.243042
	Iteration 13Q: 3 clusters Score -65296.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65299.976562 Penalty: 639.243042
	Iteration 14Q: 3 clusters Score -65299.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65303.238281 Penalty: 639.243042
	Iteration 15Q: 3 clusters Score -65303.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65310.828125 Penalty: 639.243042
	Iteration 16Q: 3 clusters Score -65310.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65319.242188 Penalty: 639.243042
	Iteration 17Q: 3 clusters Score -65319.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65328.503906 Penalty: 639.243042
	Iteration 18Q: 3 clusters Score -65328.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65337.128906 Penalty: 639.243042
	Iteration 19Q: 3 clusters Score -65337.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65349.613281 Penalty: 639.243042
	Iteration 20F: 3 clusters Score -65349.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -65369.878906 Penalty: 639.243042
	Iteration 21Q: 3 clusters Score -65369.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65388.316406 Penalty: 639.243042
	Iteration 22Q: 3 clusters Score -65388.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65398.875000 Penalty: 639.243042
	Iteration 23Q: 3 clusters Score -65398.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -65411.425781 Penalty: 639.243042
	Iteration 24Q: 3 clusters Score -65411.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -65427.332031 Penalty: 639.243042
	Iteration 25Q: 3 clusters Score -65427.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -65441.476562 Penalty: 639.243042
	Iteration 26Q: 3 clusters Score -65441.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -65455.664062 Penalty: 639.243042
	Iteration 27Q: 3 clusters Score -65455.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -65464.296875 Penalty: 639.243042
	Iteration 28Q: 3 clusters Score -65464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -65472.640625 Penalty: 639.243042
	Iteration 29Q: 3 clusters Score -65472.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -65479.085938 Penalty: 639.243042
	Iteration 30Q: 3 clusters Score -65479.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -65487.597656 Penalty: 639.243042
	Iteration 31Q: 3 clusters Score -65487.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -65495.546875 Penalty: 639.243042
	Iteration 32Q: 3 clusters Score -65495.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -65499.945312 Penalty: 639.243042
	Iteration 33Q: 3 clusters Score -65499.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -65502.925781 Penalty: 639.243042
	Iteration 34Q: 3 clusters Score -65502.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -65507.714844 Penalty: 639.243042
	Iteration 35Q: 3 clusters Score -65507.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -65509.328125 Penalty: 639.243042
	Iteration 36Q: 3 clusters Score -65509.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -65509.753906 Penalty: 639.243042
	Iteration 37Q: 3 clusters Score -65509.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -65511.082031 Penalty: 639.243042
	Iteration 38Q: 3 clusters Score -65511.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -65511.082031 Penalty: 639.243042
	Iteration 39F: 3 clusters Score -65511.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (69919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Entering Unmasked Estep 
Score: -3758671.250000 Penalty: 507.556702
	Iteration 0F: 2 clusters Score -3758671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -3711336.500000 Penalty: 1015.113403
	Iteration 0F: 3 clusters Score -3711336 nChanged 34051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -3731375.500000 Penalty: 1015.113403
	Iteration 1F: 3 clusters Score -3731376 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -3732253.750000 Penalty: 1015.113403
	Iteration 2Q: 3 clusters Score -3732254 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -3733891.750000 Penalty: 1015.113403
	Iteration 3Q: 3 clusters Score -3733892 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -3737122.250000 Penalty: 1015.113403
	Iteration 4F: 3 clusters Score -3737122 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -3742530.000000 Penalty: 1015.113403
	Iteration 5F: 3 clusters Score -3742530 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -3747485.000000 Penalty: 1015.113403
	Iteration 6F: 3 clusters Score -3747485 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -3749839.500000 Penalty: 1015.113403
	Iteration 7F: 3 clusters Score -3749840 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -3751044.750000 Penalty: 1015.113403
	Iteration 8Q: 3 clusters Score -3751045 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -3751897.000000 Penalty: 1015.113403
	Iteration 9Q: 3 clusters Score -3751897 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -3752607.000000 Penalty: 1015.113403
	Iteration 10Q: 3 clusters Score -3752607 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -3753098.750000 Penalty: 1015.113403
	Iteration 11Q: 3 clusters Score -3753099 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -3753417.500000 Penalty: 1015.113403
	Iteration 12Q: 3 clusters Score -3753418 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -3753645.750000 Penalty: 1015.113403
	Iteration 13Q: 3 clusters Score -3753646 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -3753801.000000 Penalty: 1015.113403
	Iteration 14Q: 3 clusters Score -3753801 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -3753906.750000 Penalty: 1015.113403
	Iteration 15Q: 3 clusters Score -3753907 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -3753994.500000 Penalty: 1015.113403
	Iteration 16Q: 3 clusters Score -3753994 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -3754054.250000 Penalty: 1015.113403
	Iteration 17Q: 3 clusters Score -3754054 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -3754112.750000 Penalty: 1015.113403
	Iteration 18Q: 3 clusters Score -3754113 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -3754141.000000 Penalty: 1015.113403
	Iteration 19Q: 3 clusters Score -3754141 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -3754148.500000 Penalty: 1015.113403
	Iteration 20F: 3 clusters Score -3754148 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -3754164.500000 Penalty: 1015.113403
	Iteration 21Q: 3 clusters Score -3754164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -3754180.500000 Penalty: 1015.113403
	Iteration 22Q: 3 clusters Score -3754180 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -3754183.500000 Penalty: 1015.113403
	Iteration 23Q: 3 clusters Score -3754184 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -3754181.500000 Penalty: 1015.113403
	Iteration 24Q: 3 clusters Score -3754182 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -3754189.000000 Penalty: 1015.113403
	Iteration 25Q: 3 clusters Score -3754189 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -3754202.750000 Penalty: 1015.113403
	Iteration 26Q: 3 clusters Score -3754203 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -3754211.500000 Penalty: 1015.113403
	Iteration 27Q: 3 clusters Score -3754212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -3754214.250000 Penalty: 1015.113403
	Iteration 28Q: 3 clusters Score -3754214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -3754223.750000 Penalty: 1015.113403
	Iteration 29Q: 3 clusters Score -3754224 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -3754241.500000 Penalty: 1015.113403
	Iteration 30Q: 3 clusters Score -3754242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -3754242.000000 Penalty: 1015.113403
	Iteration 31Q: 3 clusters Score -3754242 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -3754249.500000 Penalty: 1015.113403
	Iteration 32Q: 3 clusters Score -3754250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -3754255.750000 Penalty: 1015.113403
	Iteration 33Q: 3 clusters Score -3754256 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -3754258.000000 Penalty: 1015.113403
	Iteration 34Q: 3 clusters Score -3754258 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -3754265.750000 Penalty: 1015.113403
	Iteration 35Q: 3 clusters Score -3754266 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -3754263.750000 Penalty: 1015.113403
	Iteration 36Q: 3 clusters Score -3754264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -3754260.250000 Penalty: 1015.113403
	Iteration 37Q: 3 clusters Score -3754260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -3754277.500000 Penalty: 1015.113403
	Iteration 38Q: 3 clusters Score -3754278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -3754292.000000 Penalty: 1015.113403
	Iteration 39Q: 3 clusters Score -3754292 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -3754275.000000 Penalty: 1015.113403
	Iteration 40F: 3 clusters Score -3754275 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -3754289.250000 Penalty: 1015.113403
	Iteration 41Q: 3 clusters Score -3754289 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -3754298.000000 Penalty: 1015.113403
	Iteration 42Q: 3 clusters Score -3754298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -3754321.500000 Penalty: 1015.113403
	Iteration 43Q: 3 clusters Score -3754322 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -3754318.500000 Penalty: 1015.113403
	Iteration 44Q: 3 clusters Score -3754318 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -3754320.750000 Penalty: 1015.113403
	Iteration 45Q: 3 clusters Score -3754321 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -3754328.250000 Penalty: 1015.113403
	Iteration 46Q: 3 clusters Score -3754328 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -3754331.500000 Penalty: 1015.113403
	Iteration 47Q: 3 clusters Score -3754332 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -3754334.000000 Penalty: 1015.113403
	Iteration 48Q: 3 clusters Score -3754334 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -3754329.500000 Penalty: 1015.113403
	Iteration 49Q: 3 clusters Score -3754330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -3754336.000000 Penalty: 1015.113403
	Iteration 50Q: 3 clusters Score -3754336 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -3754356.500000 Penalty: 1015.113403
	Iteration 51Q: 3 clusters Score -3754356 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -3754354.500000 Penalty: 1015.113403
	Iteration 52Q: 3 clusters Score -3754354 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -3754364.250000 Penalty: 1015.113403
	Iteration 53Q: 3 clusters Score -3754364 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -3754374.000000 Penalty: 1015.113403
	Iteration 54Q: 3 clusters Score -3754374 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -3754389.250000 Penalty: 1015.113403
	Iteration 55Q: 3 clusters Score -3754389 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -3754397.250000 Penalty: 1015.113403
	Iteration 56Q: 3 clusters Score -3754397 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -3754426.000000 Penalty: 1015.113403
	Iteration 57Q: 3 clusters Score -3754426 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -3754425.750000 Penalty: 1015.113403
	Iteration 58Q: 3 clusters Score -3754426 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -3754423.000000 Penalty: 1015.113403
	Iteration 59Q: 3 clusters Score -3754423 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3754445 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3754443 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3754470 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3754476 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3754490 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3754503 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3754522 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3754540 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3754550 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3754550 nChanged 212
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Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3754572 nChanged 216
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Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3754596 nChanged 231
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Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3754600 nChanged 221
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3754615 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3754631 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -3754651.000000 Penalty: 1015.113403
	Iteration 75Q: 3 clusters Score -3754651 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3754669 nChanged 257
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3754692 nChanged 248
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3754705 nChanged 216
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Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3754719 nChanged 252
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3754740 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3754786 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3754795 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3754842 nChanged 324
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Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3754875 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3754906 nChanged 341
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3754946 nChanged 356
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Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3754970 nChanged 352
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Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3755013 nChanged 328
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Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3755072 nChanged 316
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Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3755083 nChanged 325
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Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -3755114.000000 Penalty: 1015.113403
	Iteration 91Q: 3 clusters Score -3755114 nChanged 302
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3755133 nChanged 326
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3755158 nChanged 303
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Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3755186 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3755219 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -3755260.000000 Penalty: 1015.113403
	Iteration 96Q: 3 clusters Score -3755260 nChanged 319
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Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -3755283.000000 Penalty: 1015.113403
	Iteration 97Q: 3 clusters Score -3755283 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3755296 nChanged 324
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3755336 nChanged 351
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -3755390.750000 Penalty: 1015.113403
	Iteration 100F: 3 clusters Score -3755391 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -3755446.750000 Penalty: 1015.113403
	Iteration 101Q: 3 clusters Score -3755447 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -3755490.750000 Penalty: 1015.113403
	Iteration 102Q: 3 clusters Score -3755491 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3755531 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3755587 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3755638 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3755687 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3755729 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -3755781.000000 Penalty: 1015.113403
	Iteration 108Q: 3 clusters Score -3755781 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3755815 nChanged 332
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3755836 nChanged 303
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3755883 nChanged 326
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Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3755925 nChanged 324
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Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3755957 nChanged 317
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3756008 nChanged 290
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Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3756036 nChanged 290
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Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3756092 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3756120 nChanged 307
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Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3756154 nChanged 295
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Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -3756188.750000 Penalty: 1015.113403
	Iteration 119Q: 3 clusters Score -3756189 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -3756225.500000 Penalty: 1015.113403
	Iteration 120F: 3 clusters Score -3756226 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3756263 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3756306 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3756378 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3756443 nChanged 350
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Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -3756492.000000 Penalty: 1015.113403
	Iteration 125Q: 3 clusters Score -3756492 nChanged 331
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Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3756564 nChanged 318
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Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3756610 nChanged 313
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Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3756662 nChanged 288
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Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -3756708.000000 Penalty: 1015.113403
	Iteration 129Q: 3 clusters Score -3756708 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3756752 nChanged 236
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Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3756775 nChanged 227
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Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3756791 nChanged 251
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Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3756817 nChanged 256
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Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3756888 nChanged 207
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Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 61977 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3756917 nChanged 206
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Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3756954 nChanged 211
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Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3756981 nChanged 208
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Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3757008 nChanged 205
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Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3757032 nChanged 204
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Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -3757059.500000 Penalty: 1015.113403
	Iteration 140F: 3 clusters Score -3757060 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3757108 nChanged 244
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Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -3757145.000000 Penalty: 1015.113403
	Iteration 142Q: 3 clusters Score -3757145 nChanged 261
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Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -3757203.500000 Penalty: 1015.113403
	Iteration 143Q: 3 clusters Score -3757204 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -3757251.250000 Penalty: 1015.113403
	Iteration 144Q: 3 clusters Score -3757251 nChanged 235
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 64225 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3757274 nChanged 212
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Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3757308 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 64636 members 
Entering Unmasked Estep 
Score: -3757350.500000 Penalty: 1015.113403
	Iteration 147Q: 3 clusters Score -3757350 nChanged 204
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Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3757376 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -3757410 nChanged 193
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Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3757454 nChanged 198
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Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3757474 nChanged 196
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Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -3757513.750000 Penalty: 1015.113403
	Iteration 152Q: 3 clusters Score -3757514 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 65791 members 
Entering Unmasked Estep 
Score: -3757564.500000 Penalty: 1015.113403
	Iteration 153Q: 3 clusters Score -3757564 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -3757584.750000 Penalty: 1015.113403
	Iteration 154Q: 3 clusters Score -3757585 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -3757618.250000 Penalty: 1015.113403
	Iteration 155Q: 3 clusters Score -3757618 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -3757641.250000 Penalty: 1015.113403
	Iteration 156Q: 3 clusters Score -3757641 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3757678 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3757696 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -3757721.500000 Penalty: 1015.113403
	Iteration 159Q: 3 clusters Score -3757722 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -3757744.500000 Penalty: 1015.113403
	Iteration 160F: 3 clusters Score -3757744 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -3757763 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3757793 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -3757827.500000 Penalty: 1015.113403
	Iteration 163Q: 3 clusters Score -3757828 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3757867 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3757898 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3757938 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3757956 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -3757998.250000 Penalty: 1015.113403
	Iteration 168Q: 3 clusters Score -3757998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -3758015.250000 Penalty: 1015.113403
	Iteration 169Q: 3 clusters Score -3758015 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -3758030.000000 Penalty: 1015.113403
	Iteration 170Q: 3 clusters Score -3758030 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -3758052.250000 Penalty: 1015.113403
	Iteration 171Q: 3 clusters Score -3758052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 68226 members 
Entering Unmasked Estep 
Score: -3758075.000000 Penalty: 1015.113403
	Iteration 172Q: 3 clusters Score -3758075 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 68315 members 
Entering Unmasked Estep 
Score: -3758101.500000 Penalty: 1015.113403
	Iteration 173Q: 3 clusters Score -3758102 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -3758111.250000 Penalty: 1015.113403
	Iteration 174Q: 3 clusters Score -3758111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 68467 members 
Entering Unmasked Estep 
Score: -3758118.250000 Penalty: 1015.113403
	Iteration 175Q: 3 clusters Score -3758118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 68526 members 
Entering Unmasked Estep 
Score: -3758129.000000 Penalty: 1015.113403
	Iteration 176Q: 3 clusters Score -3758129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 68566 members 
Entering Unmasked Estep 
Score: -3758129.750000 Penalty: 1015.113403
	Iteration 177Q: 3 clusters Score -3758130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -3758127.750000 Penalty: 1015.113403
	Iteration 178Q: 3 clusters Score -3758128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 68630 members 
Entering Unmasked Estep 
Score: -3758135.250000 Penalty: 1015.113403
	Iteration 179Q: 3 clusters Score -3758135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -3758131.750000 Penalty: 1015.113403
	Iteration 180F: 3 clusters Score -3758132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -3758143.250000 Penalty: 1015.113403
	Iteration 181Q: 3 clusters Score -3758143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -3758143.000000 Penalty: 1015.113403
	Iteration 182Q: 3 clusters Score -3758143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -3758152.250000 Penalty: 1015.113403
	Iteration 183Q: 3 clusters Score -3758152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 68790 members 
Entering Unmasked Estep 
Score: -3758154.500000 Penalty: 1015.113403
	Iteration 184Q: 3 clusters Score -3758154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -3758158.750000 Penalty: 1015.113403
	Iteration 185Q: 3 clusters Score -3758159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -3758163.750000 Penalty: 1015.113403
	Iteration 186Q: 3 clusters Score -3758164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3758165 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -3758177.250000 Penalty: 1015.113403
	Iteration 188Q: 3 clusters Score -3758177 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -3758188.250000 Penalty: 1015.113403
	Iteration 189Q: 3 clusters Score -3758188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 68997 members 
Entering Unmasked Estep 
Score: -3758196.500000 Penalty: 1015.113403
	Iteration 190Q: 3 clusters Score -3758196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -3758207.250000 Penalty: 1015.113403
	Iteration 191Q: 3 clusters Score -3758207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -3758215.250000 Penalty: 1015.113403
	Iteration 192Q: 3 clusters Score -3758215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -3758221.500000 Penalty: 1015.113403
	Iteration 193Q: 3 clusters Score -3758222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -3758231.500000 Penalty: 1015.113403
	Iteration 194Q: 3 clusters Score -3758232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -3758237.250000 Penalty: 1015.113403
	Iteration 195Q: 3 clusters Score -3758237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -3758235.250000 Penalty: 1015.113403
	Iteration 196Q: 3 clusters Score -3758235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -3758249.000000 Penalty: 1015.113403
	Iteration 197Q: 3 clusters Score -3758249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -3758250.750000 Penalty: 1015.113403
	Iteration 198Q: 3 clusters Score -3758251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -3758255.250000 Penalty: 1015.113403
	Iteration 199Q: 3 clusters Score -3758255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -3758258.250000 Penalty: 1015.113403
	Iteration 200F: 3 clusters Score -3758258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -3758259.250000 Penalty: 1015.113403
	Iteration 201Q: 3 clusters Score -3758259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -3758262.500000 Penalty: 1015.113403
	Iteration 202Q: 3 clusters Score -3758262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -3758267.000000 Penalty: 1015.113403
	Iteration 203Q: 3 clusters Score -3758267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -3758267.750000 Penalty: 1015.113403
	Iteration 204Q: 3 clusters Score -3758268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -3758269.000000 Penalty: 1015.113403
	Iteration 205Q: 3 clusters Score -3758269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -3758266.750000 Penalty: 1015.113403
	Iteration 206Q: 3 clusters Score -3758267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -3758269.000000 Penalty: 1015.113403
	Iteration 207Q: 3 clusters Score -3758269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -3758270.500000 Penalty: 1015.113403
	Iteration 208Q: 3 clusters Score -3758270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -3758275.750000 Penalty: 1015.113403
	Iteration 209Q: 3 clusters Score -3758276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -3758275.500000 Penalty: 1015.113403
	Iteration 210Q: 3 clusters Score -3758276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -3758279.250000 Penalty: 1015.113403
	Iteration 211Q: 3 clusters Score -3758279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -3758285.250000 Penalty: 1015.113403
	Iteration 212Q: 3 clusters Score -3758285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -3758280.750000 Penalty: 1015.113403
	Iteration 213Q: 3 clusters Score -3758281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 69319 members 
Entering Unmasked Estep 
Score: -3758281.250000 Penalty: 1015.113403
	Iteration 214Q: 3 clusters Score -3758281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 69322 members 
Entering Unmasked Estep 
Score: -3758282.250000 Penalty: 1015.113403
	Iteration 215Q: 3 clusters Score -3758282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -3758283.250000 Penalty: 1015.113403
	Iteration 216Q: 3 clusters Score -3758283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -3758286.500000 Penalty: 1015.113403
	Iteration 217Q: 3 clusters Score -3758286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -3758287.750000 Penalty: 1015.113403
	Iteration 218Q: 3 clusters Score -3758288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 69346 members 
Entering Unmasked Estep 
Score: -3758289.250000 Penalty: 1015.113403
	Iteration 219Q: 3 clusters Score -3758289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -3758295.000000 Penalty: 1015.113403
	Iteration 220F: 3 clusters Score -3758295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -3758301.500000 Penalty: 1015.113403
	Iteration 221Q: 3 clusters Score -3758302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 69370 members 
Entering Unmasked Estep 
Score: -3758303.500000 Penalty: 1015.113403
	Iteration 222Q: 3 clusters Score -3758304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 69376 members 
Entering Unmasked Estep 
Score: -3758300.750000 Penalty: 1015.113403
	Iteration 223Q: 3 clusters Score -3758301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 69381 members 
Entering Unmasked Estep 
Score: -3758304.500000 Penalty: 1015.113403
	Iteration 224Q: 3 clusters Score -3758304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -3758305.750000 Penalty: 1015.113403
	Iteration 225Q: 3 clusters Score -3758306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -3758306.500000 Penalty: 1015.113403
	Iteration 226Q: 3 clusters Score -3758306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -3758308.000000 Penalty: 1015.113403
	Iteration 227Q: 3 clusters Score -3758308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 69421 members 
Entering Unmasked Estep 
Score: -3758308.750000 Penalty: 1015.113403
	Iteration 228Q: 3 clusters Score -3758309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -3758309.250000 Penalty: 1015.113403
	Iteration 229Q: 3 clusters Score -3758309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -3758309.750000 Penalty: 1015.113403
	Iteration 230Q: 3 clusters Score -3758310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -3758309.000000 Penalty: 1015.113403
	Iteration 231Q: 3 clusters Score -3758309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -3758310.250000 Penalty: 1015.113403
	Iteration 232Q: 3 clusters Score -3758310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -3758313.000000 Penalty: 1015.113403
	Iteration 233Q: 3 clusters Score -3758313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -3758315.250000 Penalty: 1015.113403
	Iteration 234Q: 3 clusters Score -3758315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -3758314.750000 Penalty: 1015.113403
	Iteration 235Q: 3 clusters Score -3758315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -3758314.250000 Penalty: 1015.113403
	Iteration 236Q: 3 clusters Score -3758314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -3758314.250000 Penalty: 1015.113403
	Iteration 237Q: 3 clusters Score -3758314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -3758314.000000 Penalty: 1015.113403
	Iteration 238Q: 3 clusters Score -3758314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -3758311.750000 Penalty: 1015.113403
	Iteration 239Q: 3 clusters Score -3758312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -3758311.000000 Penalty: 1015.113403
	Iteration 240F: 3 clusters Score -3758311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -3758310.500000 Penalty: 1015.113403
	Iteration 241Q: 3 clusters Score -3758310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -3758310.500000 Penalty: 1015.113403
	Iteration 242F: 3 clusters Score -3758310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Entering Unmasked Estep 
Score: -4339920.000000 Penalty: 513.540955
	Iteration 0F: 2 clusters Score -4339920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -4286575.000000 Penalty: 1027.081909
	Iteration 0F: 3 clusters Score -4286575 nChanged 38730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -4309839.000000 Penalty: 1027.081909
	Iteration 1F: 3 clusters Score -4309839 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -4310460.000000 Penalty: 1027.081909
	Iteration 2Q: 3 clusters Score -4310460 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -4311345.500000 Penalty: 1027.081909
	Iteration 3Q: 3 clusters Score -4311346 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -4312647.000000 Penalty: 1027.081909
	Iteration 4Q: 3 clusters Score -4312647 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -4314560.500000 Penalty: 1027.081909
	Iteration 5Q: 3 clusters Score -4314560 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -4317434.000000 Penalty: 1027.081909
	Iteration 6F: 3 clusters Score -4317434 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -4321270.500000 Penalty: 1027.081909
	Iteration 7F: 3 clusters Score -4321270 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 63167 members 
Entering Unmasked Estep 
Score: -4325669.500000 Penalty: 1027.081909
	Iteration 8F: 3 clusters Score -4325670 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -4329809.500000 Penalty: 1027.081909
	Iteration 9F: 3 clusters Score -4329810 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -4333024.000000 Penalty: 1027.081909
	Iteration 10Q: 3 clusters Score -4333024 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -4335217.000000 Penalty: 1027.081909
	Iteration 11Q: 3 clusters Score -4335217 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 76465 members 
Entering Unmasked Estep 
Score: -4336817.000000 Penalty: 1027.081909
	Iteration 12Q: 3 clusters Score -4336817 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -4337884.000000 Penalty: 1027.081909
	Iteration 13Q: 3 clusters Score -4337884 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 78493 members 
Entering Unmasked Estep 
Score: -4338537.000000 Penalty: 1027.081909
	Iteration 14Q: 3 clusters Score -4338537 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -4338927.500000 Penalty: 1027.081909
	Iteration 15Q: 3 clusters Score -4338928 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 79237 members 
Entering Unmasked Estep 
Score: -4339146.500000 Penalty: 1027.081909
	Iteration 16Q: 3 clusters Score -4339146 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -4339277.500000 Penalty: 1027.081909
	Iteration 17Q: 3 clusters Score -4339278 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -4339371.000000 Penalty: 1027.081909
	Iteration 18Q: 3 clusters Score -4339371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -4339413.500000 Penalty: 1027.081909
	Iteration 19Q: 3 clusters Score -4339414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -4339448.000000 Penalty: 1027.081909
	Iteration 20F: 3 clusters Score -4339448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 79554 members 
Entering Unmasked Estep 
Score: -4339468.500000 Penalty: 1027.081909
	Iteration 21Q: 3 clusters Score -4339468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -4339477.000000 Penalty: 1027.081909
	Iteration 22Q: 3 clusters Score -4339477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 79572 members 
Entering Unmasked Estep 
Score: -4339484.500000 Penalty: 1027.081909
	Iteration 23Q: 3 clusters Score -4339484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -4339485.000000 Penalty: 1027.081909
	Iteration 24Q: 3 clusters Score -4339485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -4339487.000000 Penalty: 1027.081909
	Iteration 25Q: 3 clusters Score -4339487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -4339490.500000 Penalty: 1027.081909
	Iteration 26Q: 3 clusters Score -4339490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -4339494.500000 Penalty: 1027.081909
	Iteration 27Q: 3 clusters Score -4339494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -4339500.000000 Penalty: 1027.081909
	Iteration 28Q: 3 clusters Score -4339500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -4339503.000000 Penalty: 1027.081909
	Iteration 29Q: 3 clusters Score -4339503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -4339506.500000 Penalty: 1027.081909
	Iteration 30Q: 3 clusters Score -4339506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -4339506.500000 Penalty: 1027.081909
	Iteration 31F: 3 clusters Score -4339506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -89389.468750 Penalty: 338.285583
	Iteration 0F: 2 clusters Score -89389.47 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 868 members 
Entering Unmasked Estep 
Score: -88149.812500 Penalty: 676.571167
	Iteration 0F: 3 clusters Score -88149.81 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -88525.921875 Penalty: 676.571167
	Iteration 1F: 3 clusters Score -88525.92 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -88580.070312 Penalty: 676.571167
	Iteration 2F: 3 clusters Score -88580.07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -88615.890625 Penalty: 676.571167
	Iteration 3Q: 3 clusters Score -88615.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -88645.976562 Penalty: 676.571167
	Iteration 4Q: 3 clusters Score -88645.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -88675.296875 Penalty: 676.571167
	Iteration 5Q: 3 clusters Score -88675.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -88703.726562 Penalty: 676.571167
	Iteration 6Q: 3 clusters Score -88703.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -88728.617188 Penalty: 676.571167
	Iteration 7Q: 3 clusters Score -88728.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -88751.265625 Penalty: 676.571167
	Iteration 8Q: 3 clusters Score -88751.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -88787.078125 Penalty: 676.571167
	Iteration 9Q: 3 clusters Score -88787.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -88839.523438 Penalty: 676.571167
	Iteration 10Q: 3 clusters Score -88839.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -88883.625000 Penalty: 676.571167
	Iteration 11Q: 3 clusters Score -88883.62 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -88918.367188 Penalty: 676.571167
	Iteration 12Q: 3 clusters Score -88918.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -88936.531250 Penalty: 676.571167
	Iteration 13Q: 3 clusters Score -88936.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -88954.171875 Penalty: 676.571167
	Iteration 14Q: 3 clusters Score -88954.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -88966.546875 Penalty: 676.571167
	Iteration 15Q: 3 clusters Score -88966.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -88977.117188 Penalty: 676.571167
	Iteration 16Q: 3 clusters Score -88977.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -88983.992188 Penalty: 676.571167
	Iteration 17Q: 3 clusters Score -88983.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -88993.648438 Penalty: 676.571167
	Iteration 18Q: 3 clusters Score -88993.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -89002.328125 Penalty: 676.571167
	Iteration 19Q: 3 clusters Score -89002.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -89012.085938 Penalty: 676.571167
	Iteration 20F: 3 clusters Score -89012.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -89020.773438 Penalty: 676.571167
	Iteration 21Q: 3 clusters Score -89020.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -89030.000000 Penalty: 676.571167
	Iteration 22Q: 3 clusters Score -89030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -89040.617188 Penalty: 676.571167
	Iteration 23Q: 3 clusters Score -89040.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -89047.500000 Penalty: 676.571167
	Iteration 24Q: 3 clusters Score -89047.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -89052.476562 Penalty: 676.571167
	Iteration 25Q: 3 clusters Score -89052.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -89057.117188 Penalty: 676.571167
	Iteration 26Q: 3 clusters Score -89057.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -89061.312500 Penalty: 676.571167
	Iteration 27Q: 3 clusters Score -89061.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -89065.929688 Penalty: 676.571167
	Iteration 28Q: 3 clusters Score -89065.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -89071.484375 Penalty: 676.571167
	Iteration 29Q: 3 clusters Score -89071.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -89078.210938 Penalty: 676.571167
	Iteration 30Q: 3 clusters Score -89078.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -89082.593750 Penalty: 676.571167
	Iteration 31Q: 3 clusters Score -89082.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -89086.820312 Penalty: 676.571167
	Iteration 32Q: 3 clusters Score -89086.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -89090.359375 Penalty: 676.571167
	Iteration 33Q: 3 clusters Score -89090.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -89094.992188 Penalty: 676.571167
	Iteration 34Q: 3 clusters Score -89094.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -89102.210938 Penalty: 676.571167
	Iteration 35Q: 3 clusters Score -89102.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -89106.046875 Penalty: 676.571167
	Iteration 36Q: 3 clusters Score -89106.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -89110.140625 Penalty: 676.571167
	Iteration 37Q: 3 clusters Score -89110.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -89112.304688 Penalty: 676.571167
	Iteration 38Q: 3 clusters Score -89112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -89113.890625 Penalty: 676.571167
	Iteration 39Q: 3 clusters Score -89113.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -89114.867188 Penalty: 676.571167
	Iteration 40F: 3 clusters Score -89114.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -89116.796875 Penalty: 676.571167
	Iteration 41Q: 3 clusters Score -89116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -89117.632812 Penalty: 676.571167
	Iteration 42Q: 3 clusters Score -89117.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -89119.921875 Penalty: 676.571167
	Iteration 43Q: 3 clusters Score -89119.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -89122.242188 Penalty: 676.571167
	Iteration 44Q: 3 clusters Score -89122.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -89122.242188 Penalty: 676.571167
	Iteration 45F: 3 clusters Score -89122.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (100727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Entering Unmasked Estep 
Score: -5493973.500000 Penalty: 524.167725
	Iteration 0F: 2 clusters Score -5493974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -5427822.000000 Penalty: 1048.335449
	Iteration 0F: 3 clusters Score -5427822 nChanged 49606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -5462312.000000 Penalty: 1048.335449
	Iteration 1F: 3 clusters Score -5462312 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -5470049.500000 Penalty: 1048.335449
	Iteration 2F: 3 clusters Score -5470050 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -5482639.500000 Penalty: 1048.335449
	Iteration 3F: 3 clusters Score -5482640 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5490554.500000 Penalty: 1048.335449
	Iteration 4F: 3 clusters Score -5490554 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5492740.500000 Penalty: 1048.335449
	Iteration 5Q: 3 clusters Score -5492740 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5493638.500000 Penalty: 1048.335449
	Iteration 6Q: 3 clusters Score -5493638 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -5494077.000000 Penalty: 1048.335449
	Iteration 7Q: 3 clusters Score -5494077 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -5494331.500000 Penalty: 1048.335449
	Iteration 8Q: 3 clusters Score -5494332 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -5494477.000000 Penalty: 1048.335449
	Iteration 9Q: 3 clusters Score -5494477 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -5494578.000000 Penalty: 1048.335449
	Iteration 10Q: 3 clusters Score -5494578 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5494666.500000 Penalty: 1048.335449
	Iteration 11Q: 3 clusters Score -5494666 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -5494688.500000 Penalty: 1048.335449
	Iteration 12Q: 3 clusters Score -5494688 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -5494677.500000 Penalty: 1048.335449
	Iteration 13Q: 3 clusters Score -5494678 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63926 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -5494703.000000 Penalty: 1048.335449
	Iteration 14Q: 3 clusters Score -5494703 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -5494711.500000 Penalty: 1048.335449
	Iteration 15Q: 3 clusters Score -5494712 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -5494718.500000 Penalty: 1048.335449
	Iteration 16Q: 3 clusters Score -5494718 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -5494721.500000 Penalty: 1048.335449
	Iteration 17Q: 3 clusters Score -5494722 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -5494730.500000 Penalty: 1048.335449
	Iteration 18Q: 3 clusters Score -5494730 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64690 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -5494731.500000 Penalty: 1048.335449
	Iteration 19Q: 3 clusters Score -5494732 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -5494738.000000 Penalty: 1048.335449
	Iteration 20F: 3 clusters Score -5494738 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -5494747.000000 Penalty: 1048.335449
	Iteration 21Q: 3 clusters Score -5494747 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -5494755.000000 Penalty: 1048.335449
	Iteration 22Q: 3 clusters Score -5494755 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -5494748.000000 Penalty: 1048.335449
	Iteration 23Q: 3 clusters Score -5494748 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -5494756.000000 Penalty: 1048.335449
	Iteration 24Q: 3 clusters Score -5494756 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -5494752.000000 Penalty: 1048.335449
	Iteration 25Q: 3 clusters Score -5494752 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -5494748.000000 Penalty: 1048.335449
	Iteration 26Q: 3 clusters Score -5494748 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -5494767.000000 Penalty: 1048.335449
	Iteration 27Q: 3 clusters Score -5494767 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -5494774.500000 Penalty: 1048.335449
	Iteration 28Q: 3 clusters Score -5494774 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -5494779.000000 Penalty: 1048.335449
	Iteration 29Q: 3 clusters Score -5494779 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -5494778.500000 Penalty: 1048.335449
	Iteration 30Q: 3 clusters Score -5494778 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67441 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5494785.500000 Penalty: 1048.335449
	Iteration 31Q: 3 clusters Score -5494786 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -5494779.500000 Penalty: 1048.335449
	Iteration 32Q: 3 clusters Score -5494780 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -5494803.500000 Penalty: 1048.335449
	Iteration 33Q: 3 clusters Score -5494804 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -5494811.000000 Penalty: 1048.335449
	Iteration 34Q: 3 clusters Score -5494811 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -5494810.000000 Penalty: 1048.335449
	Iteration 35Q: 3 clusters Score -5494810 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -5494817.000000 Penalty: 1048.335449
	Iteration 36Q: 3 clusters Score -5494817 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -5494830.000000 Penalty: 1048.335449
	Iteration 37Q: 3 clusters Score -5494830 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -5494828.500000 Penalty: 1048.335449
	Iteration 38Q: 3 clusters Score -5494828 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -5494842.500000 Penalty: 1048.335449
	Iteration 39Q: 3 clusters Score -5494842 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -5494842.000000 Penalty: 1048.335449
	Iteration 40F: 3 clusters Score -5494842 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -5494825.500000 Penalty: 1048.335449
	Iteration 41Q: 3 clusters Score -5494826 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -5494862.500000 Penalty: 1048.335449
	Iteration 42Q: 3 clusters Score -5494862 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70498 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -5494869.000000 Penalty: 1048.335449
	Iteration 43Q: 3 clusters Score -5494869 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -5494872.000000 Penalty: 1048.335449
	Iteration 44Q: 3 clusters Score -5494872 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -5494868.000000 Penalty: 1048.335449
	Iteration 45Q: 3 clusters Score -5494868 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -5494865.000000 Penalty: 1048.335449
	Iteration 46Q: 3 clusters Score -5494865 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -5494851.000000 Penalty: 1048.335449
	Iteration 47Q: 3 clusters Score -5494851 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -5494846.000000 Penalty: 1048.335449
	Iteration 48Q: 3 clusters Score -5494846 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5494836.500000 Penalty: 1048.335449
	Iteration 49Q: 3 clusters Score -5494836 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73225 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -5494860.500000 Penalty: 1048.335449
	Iteration 50Q: 3 clusters Score -5494860 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5494808.000000 Penalty: 1048.335449
	Iteration 51Q: 3 clusters Score -5494808 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -5494821.000000 Penalty: 1048.335449
	Iteration 52Q: 3 clusters Score -5494821 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -5494808.000000 Penalty: 1048.335449
	Iteration 53Q: 3 clusters Score -5494808 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -5494829.000000 Penalty: 1048.335449
	Iteration 54Q: 3 clusters Score -5494829 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -5494863.500000 Penalty: 1048.335449
	Iteration 55Q: 3 clusters Score -5494864 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -5494908.000000 Penalty: 1048.335449
	Iteration 56Q: 3 clusters Score -5494908 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -5494930.500000 Penalty: 1048.335449
	Iteration 57Q: 3 clusters Score -5494930 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -5494969.000000 Penalty: 1048.335449
	Iteration 58Q: 3 clusters Score -5494969 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77373 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -5494970.500000 Penalty: 1048.335449
	Iteration 59Q: 3 clusters Score -5494970 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -5494977.500000 Penalty: 1048.335449
	Iteration 60F: 3 clusters Score -5494978 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -5494945.500000 Penalty: 1048.335449
	Iteration 61Q: 3 clusters Score -5494946 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -5494933.500000 Penalty: 1048.335449
	Iteration 62Q: 3 clusters Score -5494934 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -5494966.500000 Penalty: 1048.335449
	Iteration 63Q: 3 clusters Score -5494966 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79289 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -5494978.500000 Penalty: 1048.335449
	Iteration 64Q: 3 clusters Score -5494978 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -5494976.000000 Penalty: 1048.335449
	Iteration 65Q: 3 clusters Score -5494976 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -5494985.500000 Penalty: 1048.335449
	Iteration 66Q: 3 clusters Score -5494986 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80284 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -5494984.000000 Penalty: 1048.335449
	Iteration 67Q: 3 clusters Score -5494984 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80560 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -5494991.000000 Penalty: 1048.335449
	Iteration 68Q: 3 clusters Score -5494991 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -5495005.000000 Penalty: 1048.335449
	Iteration 69Q: 3 clusters Score -5495005 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -5494975.500000 Penalty: 1048.335449
	Iteration 70Q: 3 clusters Score -5494976 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81161 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -5494971.500000 Penalty: 1048.335449
	Iteration 71Q: 3 clusters Score -5494972 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -5494961.500000 Penalty: 1048.335449
	Iteration 72Q: 3 clusters Score -5494962 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -5494949.500000 Penalty: 1048.335449
	Iteration 73Q: 3 clusters Score -5494950 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5494973.500000 Penalty: 1048.335449
	Iteration 74Q: 3 clusters Score -5494974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -5494978.000000 Penalty: 1048.335449
	Iteration 75Q: 3 clusters Score -5494978 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5494974.000000 Penalty: 1048.335449
	Iteration 76Q: 3 clusters Score -5494974 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -5494969.500000 Penalty: 1048.335449
	Iteration 77Q: 3 clusters Score -5494970 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -5494965.000000 Penalty: 1048.335449
	Iteration 78Q: 3 clusters Score -5494965 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -5494961.500000 Penalty: 1048.335449
	Iteration 79Q: 3 clusters Score -5494962 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -5494937.000000 Penalty: 1048.335449
	Iteration 80F: 3 clusters Score -5494937 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -5494941.500000 Penalty: 1048.335449
	Iteration 81Q: 3 clusters Score -5494942 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5494929.000000 Penalty: 1048.335449
	Iteration 82Q: 3 clusters Score -5494929 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83009 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -5494922.000000 Penalty: 1048.335449
	Iteration 83Q: 3 clusters Score -5494922 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -5494907.500000 Penalty: 1048.335449
	Iteration 84Q: 3 clusters Score -5494908 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -5494895.000000 Penalty: 1048.335449
	Iteration 85Q: 3 clusters Score -5494895 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -5494900.500000 Penalty: 1048.335449
	Iteration 86Q: 3 clusters Score -5494900 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83559 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -5494895.000000 Penalty: 1048.335449
	Iteration 87Q: 3 clusters Score -5494895 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -5494903.000000 Penalty: 1048.335449
	Iteration 88Q: 3 clusters Score -5494903 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -5494887.500000 Penalty: 1048.335449
	Iteration 89Q: 3 clusters Score -5494888 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -5494887.500000 Penalty: 1048.335449
	Iteration 90Q: 3 clusters Score -5494888 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -5494873.000000 Penalty: 1048.335449
	Iteration 91Q: 3 clusters Score -5494873 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -5494874.000000 Penalty: 1048.335449
	Iteration 92Q: 3 clusters Score -5494874 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -5494855.500000 Penalty: 1048.335449
	Iteration 93Q: 3 clusters Score -5494856 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -5494862.000000 Penalty: 1048.335449
	Iteration 94Q: 3 clusters Score -5494862 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84683 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5494860.500000 Penalty: 1048.335449
	Iteration 95Q: 3 clusters Score -5494860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -5494847.000000 Penalty: 1048.335449
	Iteration 96Q: 3 clusters Score -5494847 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84888 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -5494834.500000 Penalty: 1048.335449
	Iteration 97Q: 3 clusters Score -5494834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -5494824.500000 Penalty: 1048.335449
	Iteration 98Q: 3 clusters Score -5494824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -5494827.000000 Penalty: 1048.335449
	Iteration 99Q: 3 clusters Score -5494827 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -5494807.000000 Penalty: 1048.335449
	Iteration 100F: 3 clusters Score -5494807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5494813.500000 Penalty: 1048.335449
	Iteration 101Q: 3 clusters Score -5494814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85253 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -5494813.500000 Penalty: 1048.335449
	Iteration 102Q: 3 clusters Score -5494814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -5494825.500000 Penalty: 1048.335449
	Iteration 103Q: 3 clusters Score -5494826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -5494825.500000 Penalty: 1048.335449
	Iteration 104Q: 3 clusters Score -5494826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85445 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -5494826.000000 Penalty: 1048.335449
	Iteration 105Q: 3 clusters Score -5494826 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85529 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5494806.500000 Penalty: 1048.335449
	Iteration 106Q: 3 clusters Score -5494806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5494816.500000 Penalty: 1048.335449
	Iteration 107Q: 3 clusters Score -5494816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -5494808.000000 Penalty: 1048.335449
	Iteration 108Q: 3 clusters Score -5494808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85721 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -5494787.500000 Penalty: 1048.335449
	Iteration 109Q: 3 clusters Score -5494788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -5494791.500000 Penalty: 1048.335449
	Iteration 110Q: 3 clusters Score -5494792 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -5494788.500000 Penalty: 1048.335449
	Iteration 111Q: 3 clusters Score -5494788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -5494773.000000 Penalty: 1048.335449
	Iteration 112Q: 3 clusters Score -5494773 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -5494771.500000 Penalty: 1048.335449
	Iteration 113Q: 3 clusters Score -5494772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -5494769.000000 Penalty: 1048.335449
	Iteration 114Q: 3 clusters Score -5494769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -5494767.500000 Penalty: 1048.335449
	Iteration 115Q: 3 clusters Score -5494768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -5494757.000000 Penalty: 1048.335449
	Iteration 116Q: 3 clusters Score -5494757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -5494744.500000 Penalty: 1048.335449
	Iteration 117Q: 3 clusters Score -5494744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86256 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5494740.000000 Penalty: 1048.335449
	Iteration 118Q: 3 clusters Score -5494740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86312 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -5494749.000000 Penalty: 1048.335449
	Iteration 119Q: 3 clusters Score -5494749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -5494739.500000 Penalty: 1048.335449
	Iteration 120F: 3 clusters Score -5494740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -5494738.000000 Penalty: 1048.335449
	Iteration 121Q: 3 clusters Score -5494738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -5494737.500000 Penalty: 1048.335449
	Iteration 122Q: 3 clusters Score -5494738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -5494737.500000 Penalty: 1048.335449
	Iteration 123Q: 3 clusters Score -5494738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -5494741.500000 Penalty: 1048.335449
	Iteration 124Q: 3 clusters Score -5494742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86526 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -5494745.000000 Penalty: 1048.335449
	Iteration 125Q: 3 clusters Score -5494745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -5494739.500000 Penalty: 1048.335449
	Iteration 126Q: 3 clusters Score -5494740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5494737.500000 Penalty: 1048.335449
	Iteration 127Q: 3 clusters Score -5494738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86610 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -5494735.000000 Penalty: 1048.335449
	Iteration 128Q: 3 clusters Score -5494735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -5494738.000000 Penalty: 1048.335449
	Iteration 129Q: 3 clusters Score -5494738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -5494743.500000 Penalty: 1048.335449
	Iteration 130Q: 3 clusters Score -5494744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -5494743.500000 Penalty: 1048.335449
	Iteration 131Q: 3 clusters Score -5494744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -5494739.500000 Penalty: 1048.335449
	Iteration 132Q: 3 clusters Score -5494740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -5494746.000000 Penalty: 1048.335449
	Iteration 133Q: 3 clusters Score -5494746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -5494741.500000 Penalty: 1048.335449
	Iteration 134Q: 3 clusters Score -5494742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -5494741.000000 Penalty: 1048.335449
	Iteration 135Q: 3 clusters Score -5494741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -5494745.000000 Penalty: 1048.335449
	Iteration 136Q: 3 clusters Score -5494745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -5494739.000000 Penalty: 1048.335449
	Iteration 137Q: 3 clusters Score -5494739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -5494742.500000 Penalty: 1048.335449
	Iteration 138Q: 3 clusters Score -5494742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -5494743.000000 Penalty: 1048.335449
	Iteration 139Q: 3 clusters Score -5494743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -5494743.000000 Penalty: 1048.335449
	Iteration 140F: 3 clusters Score -5494743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 86226 members 
Mstep: Class 3 contains 15536 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 37384 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 132530 members 
Mstep: Class 8 contains 75722 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 46507 members 
Mstep: Class 11 contains 8870 members 
Mstep: Class 12 contains 59434 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 1124 members 
Mstep: Class 19 contains 69919 members 
Mstep: Class 20 contains 79747 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 86734 members 
Mstep: Class 23 contains 71935 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 2808 members 
Mstep: Class 26 contains 14722 members 
Mstep: Class 27 contains 161297 members 
Mstep: Class 28 contains 5231 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 45612 members 
Mstep: Class 31 contains 40186 members 
Mstep: Class 32 contains 64416 members 
Mstep: Class 33 contains 93417 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141883 members 
Mstep: Class 37 contains 19027 members 
Mstep: Class 38 contains 44328 members 
Mstep: Class 39 contains 64784 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16995 members 
Mstep: Class 42 contains 5462 members 
Mstep: Class 43 contains 45456 members 
Mstep: Class 44 contains 94727 members 
Mstep: Class 45 contains 5583 members 
Mstep: Class 46 contains 4779 members 
Mstep: Class 47 contains 22264 members 
Mstep: Class 48 contains 17602 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13993 members 
Entering Unmasked Estep 
Score: -87453600.000000 Penalty: 32677.640625
Splitting cluster 22 changes total score from -87453208.000000 to -87453600.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 23 (71935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Entering Unmasked Estep 
Score: -3785886.750000 Penalty: 508.850098
	Iteration 0F: 2 clusters Score -3785887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -3737199.000000 Penalty: 1017.700195
	Iteration 0F: 3 clusters Score -3737199 nChanged 35313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -3758325.000000 Penalty: 1017.700195
	Iteration 1F: 3 clusters Score -3758325 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -3759263.250000 Penalty: 1017.700195
	Iteration 2Q: 3 clusters Score -3759263 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -3760569.500000 Penalty: 1017.700195
	Iteration 3Q: 3 clusters Score -3760570 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -3762775.500000 Penalty: 1017.700195
	Iteration 4F: 3 clusters Score -3762776 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -3766143.000000 Penalty: 1017.700195
	Iteration 5F: 3 clusters Score -3766143 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -3770715.500000 Penalty: 1017.700195
	Iteration 6F: 3 clusters Score -3770716 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -3775252.500000 Penalty: 1017.700195
	Iteration 7F: 3 clusters Score -3775252 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -3778224.500000 Penalty: 1017.700195
	Iteration 8F: 3 clusters Score -3778224 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 57277 members 
Entering Unmasked Estep 
Score: -3779629.500000 Penalty: 1017.700195
	Iteration 9Q: 3 clusters Score -3779630 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 58121 members 
Entering Unmasked Estep 
Score: -3780235.250000 Penalty: 1017.700195
	Iteration 10Q: 3 clusters Score -3780235 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -3780590.500000 Penalty: 1017.700195
	Iteration 11Q: 3 clusters Score -3780590 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -3780922.250000 Penalty: 1017.700195
	Iteration 12Q: 3 clusters Score -3780922 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -3781253.750000 Penalty: 1017.700195
	Iteration 13Q: 3 clusters Score -3781254 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -3781554.500000 Penalty: 1017.700195
	Iteration 14Q: 3 clusters Score -3781554 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -3781819.500000 Penalty: 1017.700195
	Iteration 15Q: 3 clusters Score -3781820 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 62438 members 
Entering Unmasked Estep 
Score: -3782019.750000 Penalty: 1017.700195
	Iteration 16Q: 3 clusters Score -3782020 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -3782229.250000 Penalty: 1017.700195
	Iteration 17Q: 3 clusters Score -3782229 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -3782378.500000 Penalty: 1017.700195
	Iteration 18Q: 3 clusters Score -3782378 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -3782579.000000 Penalty: 1017.700195
	Iteration 19Q: 3 clusters Score -3782579 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -3782790.500000 Penalty: 1017.700195
	Iteration 20F: 3 clusters Score -3782790 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -3783003.500000 Penalty: 1017.700195
	Iteration 21Q: 3 clusters Score -3783004 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -3783214.250000 Penalty: 1017.700195
	Iteration 22Q: 3 clusters Score -3783214 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -3783388.250000 Penalty: 1017.700195
	Iteration 23Q: 3 clusters Score -3783388 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -3783557.000000 Penalty: 1017.700195
	Iteration 24Q: 3 clusters Score -3783557 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -3783692.250000 Penalty: 1017.700195
	Iteration 25Q: 3 clusters Score -3783692 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -3783864.000000 Penalty: 1017.700195
	Iteration 26Q: 3 clusters Score -3783864 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -3783992.750000 Penalty: 1017.700195
	Iteration 27Q: 3 clusters Score -3783993 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 68484 members 
Entering Unmasked Estep 
Score: -3784119.000000 Penalty: 1017.700195
	Iteration 28Q: 3 clusters Score -3784119 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -3784274.000000 Penalty: 1017.700195
	Iteration 29Q: 3 clusters Score -3784274 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -3784410.250000 Penalty: 1017.700195
	Iteration 30Q: 3 clusters Score -3784410 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -3784523.750000 Penalty: 1017.700195
	Iteration 31Q: 3 clusters Score -3784524 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -3784648.250000 Penalty: 1017.700195
	Iteration 32Q: 3 clusters Score -3784648 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -3784735.750000 Penalty: 1017.700195
	Iteration 33Q: 3 clusters Score -3784736 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -3784821.250000 Penalty: 1017.700195
	Iteration 34Q: 3 clusters Score -3784821 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -3784899.000000 Penalty: 1017.700195
	Iteration 35Q: 3 clusters Score -3784899 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -3784955.000000 Penalty: 1017.700195
	Iteration 36Q: 3 clusters Score -3784955 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -3785011.750000 Penalty: 1017.700195
	Iteration 37Q: 3 clusters Score -3785012 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -3785060.250000 Penalty: 1017.700195
	Iteration 38Q: 3 clusters Score -3785060 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 71039 members 
Entering Unmasked Estep 
Score: -3785122.500000 Penalty: 1017.700195
	Iteration 39Q: 3 clusters Score -3785122 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -3785184.000000 Penalty: 1017.700195
	Iteration 40F: 3 clusters Score -3785184 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -3785232.250000 Penalty: 1017.700195
	Iteration 41Q: 3 clusters Score -3785232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 71380 members 
Entering Unmasked Estep 
Score: -3785277.500000 Penalty: 1017.700195
	Iteration 42Q: 3 clusters Score -3785278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -3785305.250000 Penalty: 1017.700195
	Iteration 43Q: 3 clusters Score -3785305 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -3785337.000000 Penalty: 1017.700195
	Iteration 44Q: 3 clusters Score -3785337 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -3785366.750000 Penalty: 1017.700195
	Iteration 45Q: 3 clusters Score -3785367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -3785384.000000 Penalty: 1017.700195
	Iteration 46Q: 3 clusters Score -3785384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
Score: -3785416.250000 Penalty: 1017.700195
	Iteration 47Q: 3 clusters Score -3785416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -3785436.250000 Penalty: 1017.700195
	Iteration 48Q: 3 clusters Score -3785436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -3785445.750000 Penalty: 1017.700195
	Iteration 49Q: 3 clusters Score -3785446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -3785449.250000 Penalty: 1017.700195
	Iteration 50Q: 3 clusters Score -3785449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -3785454.500000 Penalty: 1017.700195
	Iteration 51Q: 3 clusters Score -3785454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 71736 members 
Entering Unmasked Estep 
Score: -3785457.000000 Penalty: 1017.700195
	Iteration 52Q: 3 clusters Score -3785457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -3785462.750000 Penalty: 1017.700195
	Iteration 53Q: 3 clusters Score -3785463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
Score: -3785461.500000 Penalty: 1017.700195
	Iteration 54Q: 3 clusters Score -3785462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -3785462.250000 Penalty: 1017.700195
	Iteration 55Q: 3 clusters Score -3785462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 71753 members 
Entering Unmasked Estep 
Score: -3785468.000000 Penalty: 1017.700195
	Iteration 56Q: 3 clusters Score -3785468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 71758 members 
Entering Unmasked Estep 
Score: -3785467.250000 Penalty: 1017.700195
	Iteration 57Q: 3 clusters Score -3785467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -3785469.250000 Penalty: 1017.700195
	Iteration 58Q: 3 clusters Score -3785469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 71765 members 
Entering Unmasked Estep 
Score: -3785471.500000 Penalty: 1017.700195
	Iteration 59Q: 3 clusters Score -3785472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -3785472.250000 Penalty: 1017.700195
	Iteration 60F: 3 clusters Score -3785472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Entering Unmasked Estep 
Score: -436439.843750 Penalty: 412.979187
	Iteration 0F: 2 clusters Score -436439.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -430536.062500 Penalty: 825.958374
	Iteration 0F: 3 clusters Score -430536.1 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -432867.218750 Penalty: 825.958374
	Iteration 1F: 3 clusters Score -432867.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -433052.843750 Penalty: 825.958374
	Iteration 2F: 3 clusters Score -433052.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -433306.812500 Penalty: 825.958374
	Iteration 3F: 3 clusters Score -433306.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -433687.906250 Penalty: 825.958374
	Iteration 4F: 3 clusters Score -433687.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -434142.218750 Penalty: 825.958374
	Iteration 5F: 3 clusters Score -434142.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -434615.375000 Penalty: 825.958374
	Iteration 6F: 3 clusters Score -434615.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -435001.656250 Penalty: 825.958374
	Iteration 7Q: 3 clusters Score -435001.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -435267.812500 Penalty: 825.958374
	Iteration 8Q: 3 clusters Score -435267.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -435403.625000 Penalty: 825.958374
	Iteration 9Q: 3 clusters Score -435403.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -435481.625000 Penalty: 825.958374
	Iteration 10Q: 3 clusters Score -435481.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -435553.937500 Penalty: 825.958374
	Iteration 11Q: 3 clusters Score -435553.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -435617.156250 Penalty: 825.958374
	Iteration 12Q: 3 clusters Score -435617.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -435675.125000 Penalty: 825.958374
	Iteration 13Q: 3 clusters Score -435675.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -435727.562500 Penalty: 825.958374
	Iteration 14Q: 3 clusters Score -435727.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -435768.031250 Penalty: 825.958374
	Iteration 15Q: 3 clusters Score -435768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -435792.906250 Penalty: 825.958374
	Iteration 16Q: 3 clusters Score -435792.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -435818.875000 Penalty: 825.958374
	Iteration 17Q: 3 clusters Score -435818.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -435847.062500 Penalty: 825.958374
	Iteration 18Q: 3 clusters Score -435847.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -435871.593750 Penalty: 825.958374
	Iteration 19Q: 3 clusters Score -435871.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -435894.093750 Penalty: 825.958374
	Iteration 20F: 3 clusters Score -435894.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -435915.437500 Penalty: 825.958374
	Iteration 21Q: 3 clusters Score -435915.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -435934.312500 Penalty: 825.958374
	Iteration 22Q: 3 clusters Score -435934.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -435949.250000 Penalty: 825.958374
	Iteration 23Q: 3 clusters Score -435949.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -435961.468750 Penalty: 825.958374
	Iteration 24Q: 3 clusters Score -435961.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -435978.843750 Penalty: 825.958374
	Iteration 25Q: 3 clusters Score -435978.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -435991.781250 Penalty: 825.958374
	Iteration 26Q: 3 clusters Score -435991.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -436001.500000 Penalty: 825.958374
	Iteration 27Q: 3 clusters Score -436001.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -436010.281250 Penalty: 825.958374
	Iteration 28Q: 3 clusters Score -436010.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -436018.312500 Penalty: 825.958374
	Iteration 29Q: 3 clusters Score -436018.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -436023.343750 Penalty: 825.958374
	Iteration 30Q: 3 clusters Score -436023.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -436028.687500 Penalty: 825.958374
	Iteration 31Q: 3 clusters Score -436028.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -436034.250000 Penalty: 825.958374
	Iteration 32Q: 3 clusters Score -436034.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -436038.125000 Penalty: 825.958374
	Iteration 33Q: 3 clusters Score -436038.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -436043.406250 Penalty: 825.958374
	Iteration 34Q: 3 clusters Score -436043.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -436046.812500 Penalty: 825.958374
	Iteration 35Q: 3 clusters Score -436046.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -436051.156250 Penalty: 825.958374
	Iteration 36Q: 3 clusters Score -436051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -436053.531250 Penalty: 825.958374
	Iteration 37Q: 3 clusters Score -436053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -436055.343750 Penalty: 825.958374
	Iteration 38Q: 3 clusters Score -436055.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -436059.343750 Penalty: 825.958374
	Iteration 39Q: 3 clusters Score -436059.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -436061.968750 Penalty: 825.958374
	Iteration 40F: 3 clusters Score -436062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -436064.875000 Penalty: 825.958374
	Iteration 41Q: 3 clusters Score -436064.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -436066.031250 Penalty: 825.958374
	Iteration 42Q: 3 clusters Score -436066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -436068.656250 Penalty: 825.958374
	Iteration 43Q: 3 clusters Score -436068.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -436070.843750 Penalty: 825.958374
	Iteration 44Q: 3 clusters Score -436070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -436072.218750 Penalty: 825.958374
	Iteration 45Q: 3 clusters Score -436072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -436073.437500 Penalty: 825.958374
	Iteration 46Q: 3 clusters Score -436073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -436073.843750 Penalty: 825.958374
	Iteration 47Q: 3 clusters Score -436073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -436074.062500 Penalty: 825.958374
	Iteration 48Q: 3 clusters Score -436074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -436073.625000 Penalty: 825.958374
	Iteration 49Q: 3 clusters Score -436073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -436075.250000 Penalty: 825.958374
	Iteration 50Q: 3 clusters Score -436075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -436075.812500 Penalty: 825.958374
	Iteration 51Q: 3 clusters Score -436075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -436075.750000 Penalty: 825.958374
	Iteration 52Q: 3 clusters Score -436075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -436075.750000 Penalty: 825.958374
	Iteration 53F: 3 clusters Score -436075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Entering Unmasked Estep 
Score: -154027.890625 Penalty: 361.280365
	Iteration 0F: 2 clusters Score -154027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -152032.062500 Penalty: 722.560730
	Iteration 0F: 3 clusters Score -152032.1 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -152774.578125 Penalty: 722.560730
	Iteration 1F: 3 clusters Score -152774.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -152889.562500 Penalty: 722.560730
	Iteration 2F: 3 clusters Score -152889.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -152989.187500 Penalty: 722.560730
	Iteration 3F: 3 clusters Score -152989.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -153098.375000 Penalty: 722.560730
	Iteration 4F: 3 clusters Score -153098.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -153222.687500 Penalty: 722.560730
	Iteration 5F: 3 clusters Score -153222.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -153352.875000 Penalty: 722.560730
	Iteration 6F: 3 clusters Score -153352.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -153478.890625 Penalty: 722.560730
	Iteration 7Q: 3 clusters Score -153478.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -153570.187500 Penalty: 722.560730
	Iteration 8Q: 3 clusters Score -153570.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -153623.187500 Penalty: 722.560730
	Iteration 9Q: 3 clusters Score -153623.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -153656.109375 Penalty: 722.560730
	Iteration 10Q: 3 clusters Score -153656.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -153677.562500 Penalty: 722.560730
	Iteration 11Q: 3 clusters Score -153677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -153687.968750 Penalty: 722.560730
	Iteration 12Q: 3 clusters Score -153688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -153690.328125 Penalty: 722.560730
	Iteration 13Q: 3 clusters Score -153690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -153692.156250 Penalty: 722.560730
	Iteration 14Q: 3 clusters Score -153692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -153694.968750 Penalty: 722.560730
	Iteration 15Q: 3 clusters Score -153695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -153694.968750 Penalty: 722.560730
	Iteration 16F: 3 clusters Score -153695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Entering Unmasked Estep 
Score: -770753.250000 Penalty: 436.667969
	Iteration 0F: 2 clusters Score -770753.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -760919.000000 Penalty: 873.335938
	Iteration 0F: 3 clusters Score -760919 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -764673.312500 Penalty: 873.335938
	Iteration 1F: 3 clusters Score -764673.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -764946.125000 Penalty: 873.335938
	Iteration 2Q: 3 clusters Score -764946.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -765315.250000 Penalty: 873.335938
	Iteration 3F: 3 clusters Score -765315.2 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -765886.125000 Penalty: 873.335938
	Iteration 4F: 3 clusters Score -765886.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -766801.375000 Penalty: 873.335938
	Iteration 5F: 3 clusters Score -766801.4 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -767967.687500 Penalty: 873.335938
	Iteration 6F: 3 clusters Score -767967.7 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -769004.812500 Penalty: 873.335938
	Iteration 7F: 3 clusters Score -769004.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -769658.875000 Penalty: 873.335938
	Iteration 8Q: 3 clusters Score -769658.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -769998.750000 Penalty: 873.335938
	Iteration 9Q: 3 clusters Score -769998.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -770171.687500 Penalty: 873.335938
	Iteration 10Q: 3 clusters Score -770171.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -770262.687500 Penalty: 873.335938
	Iteration 11Q: 3 clusters Score -770262.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -770311.750000 Penalty: 873.335938
	Iteration 12Q: 3 clusters Score -770311.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -770338.812500 Penalty: 873.335938
	Iteration 13Q: 3 clusters Score -770338.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -770354.312500 Penalty: 873.335938
	Iteration 14Q: 3 clusters Score -770354.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -770362.500000 Penalty: 873.335938
	Iteration 15Q: 3 clusters Score -770362.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -770369.812500 Penalty: 873.335938
	Iteration 16Q: 3 clusters Score -770369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -770375.000000 Penalty: 873.335938
	Iteration 17Q: 3 clusters Score -770375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -770378.375000 Penalty: 873.335938
	Iteration 18Q: 3 clusters Score -770378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -770380.562500 Penalty: 873.335938
	Iteration 19Q: 3 clusters Score -770380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -770380.812500 Penalty: 873.335938
	Iteration 20F: 3 clusters Score -770380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -770382.687500 Penalty: 873.335938
	Iteration 21Q: 3 clusters Score -770382.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -770382.562500 Penalty: 873.335938
	Iteration 22Q: 3 clusters Score -770382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -770385.500000 Penalty: 873.335938
	Iteration 23Q: 3 clusters Score -770385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -770386.437500 Penalty: 873.335938
	Iteration 24Q: 3 clusters Score -770386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -770387.875000 Penalty: 873.335938
	Iteration 25Q: 3 clusters Score -770387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -770388.687500 Penalty: 873.335938
	Iteration 26Q: 3 clusters Score -770388.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -770390.125000 Penalty: 873.335938
	Iteration 27Q: 3 clusters Score -770390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -770394.750000 Penalty: 873.335938
	Iteration 28Q: 3 clusters Score -770394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -770396.125000 Penalty: 873.335938
	Iteration 29Q: 3 clusters Score -770396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -770401.375000 Penalty: 873.335938
	Iteration 30Q: 3 clusters Score -770401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -770401.375000 Penalty: 873.335938
	Iteration 31F: 3 clusters Score -770401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (161297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161297 members 
Entering Unmasked Estep 
Score: -8340038.000000 Penalty: 545.590637
	Iteration 0F: 2 clusters Score -8340038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 80710 members 
Entering Unmasked Estep 
Score: -8231150.000000 Penalty: 1091.181274
	Iteration 0F: 3 clusters Score -8231150 nChanged 79386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73565 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -8280292.500000 Penalty: 1091.181274
	Iteration 1F: 3 clusters Score -8280292 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 91543 members 
Entering Unmasked Estep 
Score: -8282106.500000 Penalty: 1091.181274
	Iteration 2Q: 3 clusters Score -8282106 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64125 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -8285001.000000 Penalty: 1091.181274
	Iteration 3Q: 3 clusters Score -8285001 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 104900 members 
Entering Unmasked Estep 
Score: -8290028.000000 Penalty: 1091.181274
	Iteration 4F: 3 clusters Score -8290028 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 114541 members 
Entering Unmasked Estep 
Score: -8297656.500000 Penalty: 1091.181274
	Iteration 5F: 3 clusters Score -8297656 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 124927 members 
Entering Unmasked Estep 
Score: -8307775.000000 Penalty: 1091.181274
	Iteration 6F: 3 clusters Score -8307775 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 134004 members 
Entering Unmasked Estep 
Score: -8317990.000000 Penalty: 1091.181274
	Iteration 7F: 3 clusters Score -8317990 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 139898 members 
Entering Unmasked Estep 
Score: -8325554.000000 Penalty: 1091.181274
	Iteration 8Q: 3 clusters Score -8325554 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 143096 members 
Entering Unmasked Estep 
Score: -8329469.500000 Penalty: 1091.181274
	Iteration 9Q: 3 clusters Score -8329470 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 145231 members 
Entering Unmasked Estep 
Score: -8331443.000000 Penalty: 1091.181274
	Iteration 10Q: 3 clusters Score -8331443 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 147012 members 
Entering Unmasked Estep 
Score: -8332863.500000 Penalty: 1091.181274
	Iteration 11Q: 3 clusters Score -8332864 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 148668 members 
Entering Unmasked Estep 
Score: -8334080.000000 Penalty: 1091.181274
	Iteration 12Q: 3 clusters Score -8334080 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 150127 members 
Entering Unmasked Estep 
Score: -8335280.500000 Penalty: 1091.181274
	Iteration 13Q: 3 clusters Score -8335280 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -8336311.500000 Penalty: 1091.181274
	Iteration 14Q: 3 clusters Score -8336312 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 152675 members 
Entering Unmasked Estep 
Score: -8337032.500000 Penalty: 1091.181274
	Iteration 15Q: 3 clusters Score -8337032 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 153680 members 
Entering Unmasked Estep 
Score: -8337575.500000 Penalty: 1091.181274
	Iteration 16Q: 3 clusters Score -8337576 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 154517 members 
Entering Unmasked Estep 
Score: -8337995.500000 Penalty: 1091.181274
	Iteration 17Q: 3 clusters Score -8337996 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 155254 members 
Entering Unmasked Estep 
Score: -8338366.500000 Penalty: 1091.181274
	Iteration 18Q: 3 clusters Score -8338366 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 155910 members 
Entering Unmasked Estep 
Score: -8338664.500000 Penalty: 1091.181274
	Iteration 19Q: 3 clusters Score -8338664 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 156488 members 
Entering Unmasked Estep 
Score: -8338900.000000 Penalty: 1091.181274
	Iteration 20F: 3 clusters Score -8338900 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -8339039.500000 Penalty: 1091.181274
	Iteration 21Q: 3 clusters Score -8339040 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 157425 members 
Entering Unmasked Estep 
Score: -8339189.000000 Penalty: 1091.181274
	Iteration 22Q: 3 clusters Score -8339189 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -8339331.500000 Penalty: 1091.181274
	Iteration 23Q: 3 clusters Score -8339332 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 158178 members 
Entering Unmasked Estep 
Score: -8339410.000000 Penalty: 1091.181274
	Iteration 24Q: 3 clusters Score -8339410 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 158473 members 
Entering Unmasked Estep 
Score: -8339456.000000 Penalty: 1091.181274
	Iteration 25Q: 3 clusters Score -8339456 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 158729 members 
Entering Unmasked Estep 
Score: -8339508.500000 Penalty: 1091.181274
	Iteration 26Q: 3 clusters Score -8339508 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -8339551.000000 Penalty: 1091.181274
	Iteration 27Q: 3 clusters Score -8339551 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 159171 members 
Entering Unmasked Estep 
Score: -8339580.000000 Penalty: 1091.181274
	Iteration 28Q: 3 clusters Score -8339580 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 159349 members 
Entering Unmasked Estep 
Score: -8339599.500000 Penalty: 1091.181274
	Iteration 29Q: 3 clusters Score -8339600 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 159514 members 
Entering Unmasked Estep 
Score: -8339634.000000 Penalty: 1091.181274
	Iteration 30Q: 3 clusters Score -8339634 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -8339675.500000 Penalty: 1091.181274
	Iteration 31Q: 3 clusters Score -8339676 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 159803 members 
Entering Unmasked Estep 
Score: -8339679.500000 Penalty: 1091.181274
	Iteration 32Q: 3 clusters Score -8339680 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 159932 members 
Entering Unmasked Estep 
Score: -8339665.500000 Penalty: 1091.181274
	Iteration 33Q: 3 clusters Score -8339666 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 160037 members 
Entering Unmasked Estep 
Score: -8339677.500000 Penalty: 1091.181274
	Iteration 34Q: 3 clusters Score -8339678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 160137 members 
Entering Unmasked Estep 
Score: -8339682.500000 Penalty: 1091.181274
	Iteration 35Q: 3 clusters Score -8339682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 160229 members 
Entering Unmasked Estep 
Score: -8339695.500000 Penalty: 1091.181274
	Iteration 36Q: 3 clusters Score -8339696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 160305 members 
Entering Unmasked Estep 
Score: -8339688.000000 Penalty: 1091.181274
	Iteration 37Q: 3 clusters Score -8339688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 160363 members 
Entering Unmasked Estep 
Score: -8339683.500000 Penalty: 1091.181274
	Iteration 38Q: 3 clusters Score -8339684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 160416 members 
Entering Unmasked Estep 
Score: -8339696.500000 Penalty: 1091.181274
	Iteration 39Q: 3 clusters Score -8339696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -8339709.500000 Penalty: 1091.181274
	Iteration 40F: 3 clusters Score -8339710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 160507 members 
Entering Unmasked Estep 
Score: -8339708.500000 Penalty: 1091.181274
	Iteration 41Q: 3 clusters Score -8339708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 160545 members 
Entering Unmasked Estep 
Score: -8339710.000000 Penalty: 1091.181274
	Iteration 42Q: 3 clusters Score -8339710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 160574 members 
Entering Unmasked Estep 
Score: -8339706.000000 Penalty: 1091.181274
	Iteration 43Q: 3 clusters Score -8339706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 160604 members 
Entering Unmasked Estep 
Score: -8339704.000000 Penalty: 1091.181274
	Iteration 44Q: 3 clusters Score -8339704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 160633 members 
Entering Unmasked Estep 
Score: -8339707.000000 Penalty: 1091.181274
	Iteration 45Q: 3 clusters Score -8339707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 160658 members 
Entering Unmasked Estep 
Score: -8339701.500000 Penalty: 1091.181274
	Iteration 46Q: 3 clusters Score -8339702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 160681 members 
Entering Unmasked Estep 
Score: -8339703.500000 Penalty: 1091.181274
	Iteration 47Q: 3 clusters Score -8339704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 160697 members 
Entering Unmasked Estep 
Score: -8339695.000000 Penalty: 1091.181274
	Iteration 48Q: 3 clusters Score -8339695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 160709 members 
Entering Unmasked Estep 
Score: -8339701.500000 Penalty: 1091.181274
	Iteration 49Q: 3 clusters Score -8339702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 160721 members 
Entering Unmasked Estep 
Score: -8339708.000000 Penalty: 1091.181274
	Iteration 50Q: 3 clusters Score -8339708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 160726 members 
Entering Unmasked Estep 
Score: -8339711.500000 Penalty: 1091.181274
	Iteration 51Q: 3 clusters Score -8339712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 160729 members 
Entering Unmasked Estep 
Score: -8339701.500000 Penalty: 1091.181274
	Iteration 52Q: 3 clusters Score -8339702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 160731 members 
Entering Unmasked Estep 
Score: -8339701.000000 Penalty: 1091.181274
	Iteration 53Q: 3 clusters Score -8339701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 160736 members 
Entering Unmasked Estep 
Score: -8339698.500000 Penalty: 1091.181274
	Iteration 54Q: 3 clusters Score -8339698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 160738 members 
Entering Unmasked Estep 
Score: -8339699.000000 Penalty: 1091.181274
	Iteration 55Q: 3 clusters Score -8339699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 160740 members 
Entering Unmasked Estep 
Score: -8339696.000000 Penalty: 1091.181274
	Iteration 56Q: 3 clusters Score -8339696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 160741 members 
Entering Unmasked Estep 
Score: -8339694.000000 Penalty: 1091.181274
	Iteration 57Q: 3 clusters Score -8339694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 160741 members 
Entering Unmasked Estep 
Score: -8339694.000000 Penalty: 1091.181274
	Iteration 58F: 3 clusters Score -8339694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Entering Unmasked Estep 
Score: -282169.750000 Penalty: 389.587280
	Iteration 0F: 2 clusters Score -282169.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -278634.531250 Penalty: 779.174561
	Iteration 0F: 3 clusters Score -278634.5 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -279906.250000 Penalty: 779.174561
	Iteration 1F: 3 clusters Score -279906.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -280003.687500 Penalty: 779.174561
	Iteration 2F: 3 clusters Score -280003.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -280122.937500 Penalty: 779.174561
	Iteration 3Q: 3 clusters Score -280122.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -280316.093750 Penalty: 779.174561
	Iteration 4F: 3 clusters Score -280316.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -280611.625000 Penalty: 779.174561
	Iteration 5F: 3 clusters Score -280611.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -281018.312500 Penalty: 779.174561
	Iteration 6F: 3 clusters Score -281018.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -281373.031250 Penalty: 779.174561
	Iteration 7F: 3 clusters Score -281373 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -281572.468750 Penalty: 779.174561
	Iteration 8F: 3 clusters Score -281572.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -281663.281250 Penalty: 779.174561
	Iteration 9Q: 3 clusters Score -281663.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -281706.250000 Penalty: 779.174561
	Iteration 10Q: 3 clusters Score -281706.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -281744.343750 Penalty: 779.174561
	Iteration 11Q: 3 clusters Score -281744.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -281778.562500 Penalty: 779.174561
	Iteration 12Q: 3 clusters Score -281778.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -281811.156250 Penalty: 779.174561
	Iteration 13Q: 3 clusters Score -281811.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -281844.468750 Penalty: 779.174561
	Iteration 14Q: 3 clusters Score -281844.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -281884.750000 Penalty: 779.174561
	Iteration 15Q: 3 clusters Score -281884.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -281937.218750 Penalty: 779.174561
	Iteration 16Q: 3 clusters Score -281937.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -281977.562500 Penalty: 779.174561
	Iteration 17Q: 3 clusters Score -281977.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -282010.093750 Penalty: 779.174561
	Iteration 18Q: 3 clusters Score -282010.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -282029.968750 Penalty: 779.174561
	Iteration 19Q: 3 clusters Score -282030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -282044.718750 Penalty: 779.174561
	Iteration 20F: 3 clusters Score -282044.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -282055.343750 Penalty: 779.174561
	Iteration 21Q: 3 clusters Score -282055.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -282064.156250 Penalty: 779.174561
	Iteration 22Q: 3 clusters Score -282064.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -282070.406250 Penalty: 779.174561
	Iteration 23Q: 3 clusters Score -282070.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -282073.750000 Penalty: 779.174561
	Iteration 24Q: 3 clusters Score -282073.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -282077.781250 Penalty: 779.174561
	Iteration 25Q: 3 clusters Score -282077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -282079.312500 Penalty: 779.174561
	Iteration 26Q: 3 clusters Score -282079.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -282081.062500 Penalty: 779.174561
	Iteration 27Q: 3 clusters Score -282081.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -282081.718750 Penalty: 779.174561
	Iteration 28Q: 3 clusters Score -282081.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -282083.312500 Penalty: 779.174561
	Iteration 29Q: 3 clusters Score -282083.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -282084.781250 Penalty: 779.174561
	Iteration 30Q: 3 clusters Score -282084.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -282085.968750 Penalty: 779.174561
	Iteration 31Q: 3 clusters Score -282086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -282086.781250 Penalty: 779.174561
	Iteration 32Q: 3 clusters Score -282086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -282087.343750 Penalty: 779.174561
	Iteration 33Q: 3 clusters Score -282087.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -282087.875000 Penalty: 779.174561
	Iteration 34Q: 3 clusters Score -282087.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -282088.937500 Penalty: 779.174561
	Iteration 35Q: 3 clusters Score -282088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -282089.156250 Penalty: 779.174561
	Iteration 36Q: 3 clusters Score -282089.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -282089.781250 Penalty: 779.174561
	Iteration 37Q: 3 clusters Score -282089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -282090.187500 Penalty: 779.174561
	Iteration 38Q: 3 clusters Score -282090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -282090.375000 Penalty: 779.174561
	Iteration 39Q: 3 clusters Score -282090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -282090.343750 Penalty: 779.174561
	Iteration 40F: 3 clusters Score -282090.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -282091.000000 Penalty: 779.174561
	Iteration 41Q: 3 clusters Score -282091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -282091.562500 Penalty: 779.174561
	Iteration 42Q: 3 clusters Score -282091.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -282092.468750 Penalty: 779.174561
	Iteration 43Q: 3 clusters Score -282092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -282093.406250 Penalty: 779.174561
	Iteration 44Q: 3 clusters Score -282093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -282093.593750 Penalty: 779.174561
	Iteration 45Q: 3 clusters Score -282093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -282093.593750 Penalty: 779.174561
	Iteration 46F: 3 clusters Score -282093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -32434.314453 Penalty: 295.120300
	Iteration 0F: 2 clusters Score -32434.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31842.492188 Penalty: 590.240601
	Iteration 0F: 3 clusters Score -31842.49 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31998.316406 Penalty: 590.240601
	Iteration 1F: 3 clusters Score -31998.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32037.636719 Penalty: 590.240601
	Iteration 2F: 3 clusters Score -32037.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32079.250000 Penalty: 590.240601
	Iteration 3F: 3 clusters Score -32079.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32099.769531 Penalty: 590.240601
	Iteration 4Q: 3 clusters Score -32099.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32115.558594 Penalty: 590.240601
	Iteration 5Q: 3 clusters Score -32115.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32131.601562 Penalty: 590.240601
	Iteration 6Q: 3 clusters Score -32131.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32143.943359 Penalty: 590.240601
	Iteration 7Q: 3 clusters Score -32143.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32157.882812 Penalty: 590.240601
	Iteration 8Q: 3 clusters Score -32157.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32164.734375 Penalty: 590.240601
	Iteration 9Q: 3 clusters Score -32164.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32169.568359 Penalty: 590.240601
	Iteration 10Q: 3 clusters Score -32169.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -32175.580078 Penalty: 590.240601
	Iteration 11Q: 3 clusters Score -32175.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32179.542969 Penalty: 590.240601
	Iteration 12Q: 3 clusters Score -32179.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -32189.091797 Penalty: 590.240601
	Iteration 13Q: 3 clusters Score -32189.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32198.791016 Penalty: 590.240601
	Iteration 14Q: 3 clusters Score -32198.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32203.052734 Penalty: 590.240601
	Iteration 15Q: 3 clusters Score -32203.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32205.677734 Penalty: 590.240601
	Iteration 16Q: 3 clusters Score -32205.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32211.677734 Penalty: 590.240601
	Iteration 17Q: 3 clusters Score -32211.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32215.095703 Penalty: 590.240601
	Iteration 18Q: 3 clusters Score -32215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32216.386719 Penalty: 590.240601
	Iteration 19Q: 3 clusters Score -32216.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32216.386719 Penalty: 590.240601
	Iteration 20F: 3 clusters Score -32216.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Entering Unmasked Estep 
Score: -2514860.250000 Penalty: 488.120636
	Iteration 0F: 2 clusters Score -2514860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2484289.250000 Penalty: 976.241272
	Iteration 0F: 3 clusters Score -2484289 nChanged 22048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -2499352.750000 Penalty: 976.241272
	Iteration 1F: 3 clusters Score -2499353 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -2502369.000000 Penalty: 976.241272
	Iteration 2F: 3 clusters Score -2502369 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -2506752.750000 Penalty: 976.241272
	Iteration 3F: 3 clusters Score -2506753 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -2510783.750000 Penalty: 976.241272
	Iteration 4F: 3 clusters Score -2510784 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -2513127.250000 Penalty: 976.241272
	Iteration 5F: 3 clusters Score -2513127 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -2514040.500000 Penalty: 976.241272
	Iteration 6Q: 3 clusters Score -2514040 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -2514331.000000 Penalty: 976.241272
	Iteration 7Q: 3 clusters Score -2514331 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -2514440.500000 Penalty: 976.241272
	Iteration 8Q: 3 clusters Score -2514440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -2514469.000000 Penalty: 976.241272
	Iteration 9Q: 3 clusters Score -2514469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -2514476.000000 Penalty: 976.241272
	Iteration 10Q: 3 clusters Score -2514476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -2514484.000000 Penalty: 976.241272
	Iteration 11Q: 3 clusters Score -2514484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -2514488.250000 Penalty: 976.241272
	Iteration 12Q: 3 clusters Score -2514488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -2514488.250000 Penalty: 976.241272
	Iteration 13F: 3 clusters Score -2514488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Entering Unmasked Estep 
Score: -2019986.500000 Penalty: 482.357941
	Iteration 0F: 2 clusters Score -2019986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -1993157.625000 Penalty: 964.715881
	Iteration 0F: 3 clusters Score -1993158 nChanged 19342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2004213.625000 Penalty: 964.715881
	Iteration 1F: 3 clusters Score -2004214 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2004628.125000 Penalty: 964.715881
	Iteration 2Q: 3 clusters Score -2004628 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2005090.000000 Penalty: 964.715881
	Iteration 3Q: 3 clusters Score -2005090 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2005638.000000 Penalty: 964.715881
	Iteration 4Q: 3 clusters Score -2005638 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2006345.000000 Penalty: 964.715881
	Iteration 5Q: 3 clusters Score -2006345 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2007306.375000 Penalty: 964.715881
	Iteration 6Q: 3 clusters Score -2007306 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -2008619.000000 Penalty: 964.715881
	Iteration 7F: 3 clusters Score -2008619 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -2010279.125000 Penalty: 964.715881
	Iteration 8F: 3 clusters Score -2010279 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -2011972.000000 Penalty: 964.715881
	Iteration 9F: 3 clusters Score -2011972 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -2013264.500000 Penalty: 964.715881
	Iteration 10F: 3 clusters Score -2013264 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -2014107.625000 Penalty: 964.715881
	Iteration 11Q: 3 clusters Score -2014108 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -2014717.375000 Penalty: 964.715881
	Iteration 12Q: 3 clusters Score -2014717 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -2015280.875000 Penalty: 964.715881
	Iteration 13Q: 3 clusters Score -2015281 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -2015857.500000 Penalty: 964.715881
	Iteration 14Q: 3 clusters Score -2015858 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -2016414.000000 Penalty: 964.715881
	Iteration 15Q: 3 clusters Score -2016414 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -2016955.625000 Penalty: 964.715881
	Iteration 16Q: 3 clusters Score -2016956 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -2017485.375000 Penalty: 964.715881
	Iteration 17Q: 3 clusters Score -2017485 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -2017938.250000 Penalty: 964.715881
	Iteration 18Q: 3 clusters Score -2017938 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -2018288.000000 Penalty: 964.715881
	Iteration 19Q: 3 clusters Score -2018288 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -2018540.750000 Penalty: 964.715881
	Iteration 20F: 3 clusters Score -2018541 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -2018723.875000 Penalty: 964.715881
	Iteration 21Q: 3 clusters Score -2018724 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -2018874.375000 Penalty: 964.715881
	Iteration 22Q: 3 clusters Score -2018874 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -2018968.375000 Penalty: 964.715881
	Iteration 23Q: 3 clusters Score -2018968 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -2019056.000000 Penalty: 964.715881
	Iteration 24Q: 3 clusters Score -2019056 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -2019131.375000 Penalty: 964.715881
	Iteration 25Q: 3 clusters Score -2019131 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -2019188.125000 Penalty: 964.715881
	Iteration 26Q: 3 clusters Score -2019188 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -2019235.375000 Penalty: 964.715881
	Iteration 27Q: 3 clusters Score -2019235 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -2019269.375000 Penalty: 964.715881
	Iteration 28Q: 3 clusters Score -2019269 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -2019310.625000 Penalty: 964.715881
	Iteration 29Q: 3 clusters Score -2019311 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -2019335.000000 Penalty: 964.715881
	Iteration 30Q: 3 clusters Score -2019335 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -2019360.250000 Penalty: 964.715881
	Iteration 31Q: 3 clusters Score -2019360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -2019383.250000 Penalty: 964.715881
	Iteration 32Q: 3 clusters Score -2019383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -2019403.125000 Penalty: 964.715881
	Iteration 33Q: 3 clusters Score -2019403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -2019409.625000 Penalty: 964.715881
	Iteration 34Q: 3 clusters Score -2019410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -2019415.875000 Penalty: 964.715881
	Iteration 35Q: 3 clusters Score -2019416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -2019424.500000 Penalty: 964.715881
	Iteration 36Q: 3 clusters Score -2019424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -2019430.750000 Penalty: 964.715881
	Iteration 37Q: 3 clusters Score -2019431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -2019439.875000 Penalty: 964.715881
	Iteration 38Q: 3 clusters Score -2019440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -2019446.125000 Penalty: 964.715881
	Iteration 39Q: 3 clusters Score -2019446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -2019462.375000 Penalty: 964.715881
	Iteration 40F: 3 clusters Score -2019462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -2019468.625000 Penalty: 964.715881
	Iteration 41Q: 3 clusters Score -2019469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -2019472.000000 Penalty: 964.715881
	Iteration 42Q: 3 clusters Score -2019472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -2019477.625000 Penalty: 964.715881
	Iteration 43Q: 3 clusters Score -2019478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -2019478.000000 Penalty: 964.715881
	Iteration 44Q: 3 clusters Score -2019478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -2019481.375000 Penalty: 964.715881
	Iteration 45Q: 3 clusters Score -2019481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -2019481.000000 Penalty: 964.715881
	Iteration 46Q: 3 clusters Score -2019481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -2019480.375000 Penalty: 964.715881
	Iteration 47Q: 3 clusters Score -2019480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -2019486.000000 Penalty: 964.715881
	Iteration 48Q: 3 clusters Score -2019486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -2019488.500000 Penalty: 964.715881
	Iteration 49Q: 3 clusters Score -2019488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -2019489.625000 Penalty: 964.715881
	Iteration 50Q: 3 clusters Score -2019490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -2019490.250000 Penalty: 964.715881
	Iteration 51Q: 3 clusters Score -2019490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -2019488.625000 Penalty: 964.715881
	Iteration 52Q: 3 clusters Score -2019489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -2019491.750000 Penalty: 964.715881
	Iteration 53Q: 3 clusters Score -2019492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -2019493.000000 Penalty: 964.715881
	Iteration 54Q: 3 clusters Score -2019493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -2019492.500000 Penalty: 964.715881
	Iteration 55Q: 3 clusters Score -2019492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -2019490.875000 Penalty: 964.715881
	Iteration 56Q: 3 clusters Score -2019491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -2019492.500000 Penalty: 964.715881
	Iteration 57Q: 3 clusters Score -2019492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -2019490.125000 Penalty: 964.715881
	Iteration 58Q: 3 clusters Score -2019490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -2019492.250000 Penalty: 964.715881
	Iteration 59Q: 3 clusters Score -2019492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -2019495.625000 Penalty: 964.715881
	Iteration 60F: 3 clusters Score -2019496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -2019494.875000 Penalty: 964.715881
	Iteration 61Q: 3 clusters Score -2019495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -2019499.000000 Penalty: 964.715881
	Iteration 62Q: 3 clusters Score -2019499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -2019497.500000 Penalty: 964.715881
	Iteration 63Q: 3 clusters Score -2019498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -2019497.500000 Penalty: 964.715881
	Iteration 64F: 3 clusters Score -2019498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (64416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Entering Unmasked Estep 
Score: -3548912.500000 Penalty: 503.826843
	Iteration 0F: 2 clusters Score -3548912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -3505580.500000 Penalty: 1007.653687
	Iteration 0F: 3 clusters Score -3505580 nChanged 31307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -3523676.750000 Penalty: 1007.653687
	Iteration 1F: 3 clusters Score -3523677 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -3524095.750000 Penalty: 1007.653687
	Iteration 2Q: 3 clusters Score -3524096 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -3524646.750000 Penalty: 1007.653687
	Iteration 3Q: 3 clusters Score -3524647 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -3525635.250000 Penalty: 1007.653687
	Iteration 4Q: 3 clusters Score -3525635 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -3527526.750000 Penalty: 1007.653687
	Iteration 5F: 3 clusters Score -3527527 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -3530792.000000 Penalty: 1007.653687
	Iteration 6F: 3 clusters Score -3530792 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -3535888.000000 Penalty: 1007.653687
	Iteration 7F: 3 clusters Score -3535888 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -3541580.750000 Penalty: 1007.653687
	Iteration 8F: 3 clusters Score -3541581 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -3545696.000000 Penalty: 1007.653687
	Iteration 9F: 3 clusters Score -3545696 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -3547544.250000 Penalty: 1007.653687
	Iteration 10Q: 3 clusters Score -3547544 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -3548156.250000 Penalty: 1007.653687
	Iteration 11Q: 3 clusters Score -3548156 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -3548369.750000 Penalty: 1007.653687
	Iteration 12Q: 3 clusters Score -3548370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -3548449.500000 Penalty: 1007.653687
	Iteration 13Q: 3 clusters Score -3548450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -3548474.250000 Penalty: 1007.653687
	Iteration 14Q: 3 clusters Score -3548474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -3548487.000000 Penalty: 1007.653687
	Iteration 15Q: 3 clusters Score -3548487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -3548499.500000 Penalty: 1007.653687
	Iteration 16Q: 3 clusters Score -3548500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -3548501.000000 Penalty: 1007.653687
	Iteration 17Q: 3 clusters Score -3548501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -3548505.750000 Penalty: 1007.653687
	Iteration 18Q: 3 clusters Score -3548506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -3548507.250000 Penalty: 1007.653687
	Iteration 19Q: 3 clusters Score -3548507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -3548507.250000 Penalty: 1007.653687
	Iteration 20F: 3 clusters Score -3548507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (93417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Entering Unmasked Estep 
Score: -4991181.500000 Penalty: 520.739746
	Iteration 0F: 2 clusters Score -4991182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -4929334.000000 Penalty: 1041.479492
	Iteration 0F: 3 clusters Score -4929334 nChanged 45617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -4959072.000000 Penalty: 1041.479492
	Iteration 1F: 3 clusters Score -4959072 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4963861.000000 Penalty: 1041.479492
	Iteration 2F: 3 clusters Score -4963861 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -4971936.000000 Penalty: 1041.479492
	Iteration 3F: 3 clusters Score -4971936 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83963 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -4981301.500000 Penalty: 1041.479492
	Iteration 4F: 3 clusters Score -4981302 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90380 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4987961.000000 Penalty: 1041.479492
	Iteration 5F: 3 clusters Score -4987961 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92814 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4990245.500000 Penalty: 1041.479492
	Iteration 6Q: 3 clusters Score -4990246 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93309 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4990630.000000 Penalty: 1041.479492
	Iteration 7Q: 3 clusters Score -4990630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -4990708.000000 Penalty: 1041.479492
	Iteration 8Q: 3 clusters Score -4990708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93379 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -4990731.000000 Penalty: 1041.479492
	Iteration 9Q: 3 clusters Score -4990731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4990733.000000 Penalty: 1041.479492
	Iteration 10Q: 3 clusters Score -4990733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93381 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4990744.500000 Penalty: 1041.479492
	Iteration 11Q: 3 clusters Score -4990744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4990746.000000 Penalty: 1041.479492
	Iteration 12Q: 3 clusters Score -4990746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93380 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -4990746.000000 Penalty: 1041.479492
	Iteration 13F: 3 clusters Score -4990746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -27694.511719 Penalty: 283.127228
	Iteration 0F: 2 clusters Score -27694.51 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 239 members 
Entering Unmasked Estep 
Score: -27197.099609 Penalty: 566.254456
	Iteration 0F: 3 clusters Score -27197.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -27298.298828 Penalty: 566.254456
	Iteration 1F: 3 clusters Score -27298.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27314.781250 Penalty: 566.254456
	Iteration 2F: 3 clusters Score -27314.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27332.417969 Penalty: 566.254456
	Iteration 3F: 3 clusters Score -27332.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27340.576172 Penalty: 566.254456
	Iteration 4Q: 3 clusters Score -27340.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27348.189453 Penalty: 566.254456
	Iteration 5Q: 3 clusters Score -27348.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27356.398438 Penalty: 566.254456
	Iteration 6Q: 3 clusters Score -27356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27361.517578 Penalty: 566.254456
	Iteration 7Q: 3 clusters Score -27361.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27368.339844 Penalty: 566.254456
	Iteration 8Q: 3 clusters Score -27368.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27374.189453 Penalty: 566.254456
	Iteration 9Q: 3 clusters Score -27374.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27382.078125 Penalty: 566.254456
	Iteration 10Q: 3 clusters Score -27382.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27388.078125 Penalty: 566.254456
	Iteration 11Q: 3 clusters Score -27388.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27392.990234 Penalty: 566.254456
	Iteration 12Q: 3 clusters Score -27392.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27397.724609 Penalty: 566.254456
	Iteration 13Q: 3 clusters Score -27397.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27399.818359 Penalty: 566.254456
	Iteration 14Q: 3 clusters Score -27399.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27400.427734 Penalty: 566.254456
	Iteration 15Q: 3 clusters Score -27400.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27400.722656 Penalty: 566.254456
	Iteration 16Q: 3 clusters Score -27400.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27401.261719 Penalty: 566.254456
	Iteration 17Q: 3 clusters Score -27401.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27401.861328 Penalty: 566.254456
	Iteration 18Q: 3 clusters Score -27401.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27403.548828 Penalty: 566.254456
	Iteration 19Q: 3 clusters Score -27403.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27404.199219 Penalty: 566.254456
	Iteration 20F: 3 clusters Score -27404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -99971.578125 Penalty: 346.831207
	Iteration 0F: 2 clusters Score -99971.58 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 1060 members 
Entering Unmasked Estep 
Score: -98469.406250 Penalty: 693.662415
	Iteration 0F: 3 clusters Score -98469.41 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -98990.812500 Penalty: 693.662415
	Iteration 1F: 3 clusters Score -98990.81 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -99110.984375 Penalty: 693.662415
	Iteration 2F: 3 clusters Score -99110.98 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -99202.914062 Penalty: 693.662415
	Iteration 3F: 3 clusters Score -99202.91 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -99302.687500 Penalty: 693.662415
	Iteration 4F: 3 clusters Score -99302.69 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -99396.953125 Penalty: 693.662415
	Iteration 5Q: 3 clusters Score -99396.95 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -99452.164062 Penalty: 693.662415
	Iteration 6Q: 3 clusters Score -99452.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -99487.195312 Penalty: 693.662415
	Iteration 7Q: 3 clusters Score -99487.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -99514.101562 Penalty: 693.662415
	Iteration 8Q: 3 clusters Score -99514.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -99531.882812 Penalty: 693.662415
	Iteration 9Q: 3 clusters Score -99531.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -99550.093750 Penalty: 693.662415
	Iteration 10Q: 3 clusters Score -99550.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -99567.210938 Penalty: 693.662415
	Iteration 11Q: 3 clusters Score -99567.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -99588.421875 Penalty: 693.662415
	Iteration 12Q: 3 clusters Score -99588.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -99599.945312 Penalty: 693.662415
	Iteration 13Q: 3 clusters Score -99599.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -99609.156250 Penalty: 693.662415
	Iteration 14Q: 3 clusters Score -99609.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -99617.289062 Penalty: 693.662415
	Iteration 15Q: 3 clusters Score -99617.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -99620.750000 Penalty: 693.662415
	Iteration 16Q: 3 clusters Score -99620.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -99623.781250 Penalty: 693.662415
	Iteration 17Q: 3 clusters Score -99623.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -99625.492188 Penalty: 693.662415
	Iteration 18Q: 3 clusters Score -99625.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -99627.796875 Penalty: 693.662415
	Iteration 19Q: 3 clusters Score -99627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -99629.046875 Penalty: 693.662415
	Iteration 20F: 3 clusters Score -99629.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -99632.171875 Penalty: 693.662415
	Iteration 21Q: 3 clusters Score -99632.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -99637.531250 Penalty: 693.662415
	Iteration 22Q: 3 clusters Score -99637.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -99639.007812 Penalty: 693.662415
	Iteration 23Q: 3 clusters Score -99639.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -99641.585938 Penalty: 693.662415
	Iteration 24Q: 3 clusters Score -99641.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -99643.609375 Penalty: 693.662415
	Iteration 25Q: 3 clusters Score -99643.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -99643.875000 Penalty: 693.662415
	Iteration 26Q: 3 clusters Score -99643.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -99643.875000 Penalty: 693.662415
	Iteration 27F: 3 clusters Score -99643.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (141883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141883 members 
Entering Unmasked Estep 
Score: -7367774.500000 Penalty: 539.755493
	Iteration 0F: 2 clusters Score -7367774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -7272823.000000 Penalty: 1079.510986
	Iteration 0F: 3 clusters Score -7272823 nChanged 69549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -7314984.000000 Penalty: 1079.510986
	Iteration 1F: 3 clusters Score -7314984 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75066 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
Score: -7317094.000000 Penalty: 1079.510986
	Iteration 2Q: 3 clusters Score -7317094 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -7321195.500000 Penalty: 1079.510986
	Iteration 3Q: 3 clusters Score -7321196 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 64062 members 
Entering Unmasked Estep 
Score: -7329530.000000 Penalty: 1079.510986
	Iteration 4F: 3 clusters Score -7329530 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -7341553.000000 Penalty: 1079.510986
	Iteration 5F: 3 clusters Score -7341553 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -7350606.000000 Penalty: 1079.510986
	Iteration 6F: 3 clusters Score -7350606 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -7354338.500000 Penalty: 1079.510986
	Iteration 7Q: 3 clusters Score -7354338 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -7356327.500000 Penalty: 1079.510986
	Iteration 8Q: 3 clusters Score -7356328 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -7357914.500000 Penalty: 1079.510986
	Iteration 9Q: 3 clusters Score -7357914 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -7359330.000000 Penalty: 1079.510986
	Iteration 10Q: 3 clusters Score -7359330 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -7360391.000000 Penalty: 1079.510986
	Iteration 11Q: 3 clusters Score -7360391 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -7361345.500000 Penalty: 1079.510986
	Iteration 12Q: 3 clusters Score -7361346 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -7362037.000000 Penalty: 1079.510986
	Iteration 13Q: 3 clusters Score -7362037 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -7362673.500000 Penalty: 1079.510986
	Iteration 14Q: 3 clusters Score -7362674 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96845 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -7363211.000000 Penalty: 1079.510986
	Iteration 15Q: 3 clusters Score -7363211 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -7363619.500000 Penalty: 1079.510986
	Iteration 16Q: 3 clusters Score -7363620 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100137 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -7363963.500000 Penalty: 1079.510986
	Iteration 17Q: 3 clusters Score -7363964 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -7364274.500000 Penalty: 1079.510986
	Iteration 18Q: 3 clusters Score -7364274 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -7364550.000000 Penalty: 1079.510986
	Iteration 19Q: 3 clusters Score -7364550 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104697 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -7364782.000000 Penalty: 1079.510986
	Iteration 20F: 3 clusters Score -7364782 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -7365038.500000 Penalty: 1079.510986
	Iteration 21Q: 3 clusters Score -7365038 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107469 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -7365292.500000 Penalty: 1079.510986
	Iteration 22Q: 3 clusters Score -7365292 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108700 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -7365471.500000 Penalty: 1079.510986
	Iteration 23Q: 3 clusters Score -7365472 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -7365659.000000 Penalty: 1079.510986
	Iteration 24Q: 3 clusters Score -7365659 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -7365802.500000 Penalty: 1079.510986
	Iteration 25Q: 3 clusters Score -7365802 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111942 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -7365916.500000 Penalty: 1079.510986
	Iteration 26Q: 3 clusters Score -7365916 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112911 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -7366027.000000 Penalty: 1079.510986
	Iteration 27Q: 3 clusters Score -7366027 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -7366165.000000 Penalty: 1079.510986
	Iteration 28Q: 3 clusters Score -7366165 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114807 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -7366250.500000 Penalty: 1079.510986
	Iteration 29Q: 3 clusters Score -7366250 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -7366425.000000 Penalty: 1079.510986
	Iteration 30Q: 3 clusters Score -7366425 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116589 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -7366540.500000 Penalty: 1079.510986
	Iteration 31Q: 3 clusters Score -7366540 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117436 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -7366655.500000 Penalty: 1079.510986
	Iteration 32Q: 3 clusters Score -7366656 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118228 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -7366753.500000 Penalty: 1079.510986
	Iteration 33Q: 3 clusters Score -7366754 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118981 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -7366857.000000 Penalty: 1079.510986
	Iteration 34Q: 3 clusters Score -7366857 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119692 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -7366950.500000 Penalty: 1079.510986
	Iteration 35Q: 3 clusters Score -7366950 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120337 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -7367025.500000 Penalty: 1079.510986
	Iteration 36Q: 3 clusters Score -7367026 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120968 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -7367103.000000 Penalty: 1079.510986
	Iteration 37Q: 3 clusters Score -7367103 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121590 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -7367138.000000 Penalty: 1079.510986
	Iteration 38Q: 3 clusters Score -7367138 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122193 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -7367199.500000 Penalty: 1079.510986
	Iteration 39Q: 3 clusters Score -7367200 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122753 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -7367223.500000 Penalty: 1079.510986
	Iteration 40F: 3 clusters Score -7367224 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123280 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -7367257.000000 Penalty: 1079.510986
	Iteration 41Q: 3 clusters Score -7367257 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123807 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -7367329.000000 Penalty: 1079.510986
	Iteration 42Q: 3 clusters Score -7367329 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124324 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -7367379.500000 Penalty: 1079.510986
	Iteration 43Q: 3 clusters Score -7367380 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124799 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7367430 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125231 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7367480 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125630 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7367496 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126003 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7367540 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126356 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7367564 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126716 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7367583 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127026 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7367586 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127335 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7367570 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127650 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7367586 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127969 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7367568 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128297 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7367580 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128671 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7367606 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129005 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -7367608.000000 Penalty: 1079.510986
	Iteration 56Q: 3 clusters Score -7367608 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129323 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7367633 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129632 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7367620 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129904 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7367641 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130182 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7367667 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130468 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7367676 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130744 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7367688 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130974 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7367684 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131178 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7367690 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131370 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7367674 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7367666 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131751 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7367650 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131931 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7367672 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132113 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7367650 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132293 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7367654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132447 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -7367675.500000 Penalty: 1079.510986
	Iteration 71Q: 3 clusters Score -7367676 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132594 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7367675 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132704 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7367666 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132813 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7367682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132909 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7367667 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132997 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7367638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133069 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -7367639.000000 Penalty: 1079.510986
	Iteration 77Q: 3 clusters Score -7367639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133147 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7367640 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133220 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -7367628.000000 Penalty: 1079.510986
	Iteration 79Q: 3 clusters Score -7367628 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133290 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7367628 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133364 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7367636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133436 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -7367651.000000 Penalty: 1079.510986
	Iteration 82Q: 3 clusters Score -7367651 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133495 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -7367662.500000 Penalty: 1079.510986
	Iteration 83Q: 3 clusters Score -7367662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133547 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -7367663.500000 Penalty: 1079.510986
	Iteration 84Q: 3 clusters Score -7367664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133605 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -7367668.000000 Penalty: 1079.510986
	Iteration 85Q: 3 clusters Score -7367668 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133661 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -7367653.000000 Penalty: 1079.510986
	Iteration 86Q: 3 clusters Score -7367653 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133719 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -7367647.500000 Penalty: 1079.510986
	Iteration 87Q: 3 clusters Score -7367648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133778 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -7367634.500000 Penalty: 1079.510986
	Iteration 88Q: 3 clusters Score -7367634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133850 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -7367621.000000 Penalty: 1079.510986
	Iteration 89Q: 3 clusters Score -7367621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133920 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7367634 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134005 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -7367639.000000 Penalty: 1079.510986
	Iteration 91Q: 3 clusters Score -7367639 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134092 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -7367658.500000 Penalty: 1079.510986
	Iteration 92Q: 3 clusters Score -7367658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134185 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -7367660.500000 Penalty: 1079.510986
	Iteration 93Q: 3 clusters Score -7367660 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134285 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -7367651.500000 Penalty: 1079.510986
	Iteration 94Q: 3 clusters Score -7367652 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134382 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -7367654.500000 Penalty: 1079.510986
	Iteration 95Q: 3 clusters Score -7367654 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134478 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -7367654.000000 Penalty: 1079.510986
	Iteration 96Q: 3 clusters Score -7367654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134555 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -7367680.500000 Penalty: 1079.510986
	Iteration 97Q: 3 clusters Score -7367680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134625 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -7367683.000000 Penalty: 1079.510986
	Iteration 98Q: 3 clusters Score -7367683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134687 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -7367694.500000 Penalty: 1079.510986
	Iteration 99Q: 3 clusters Score -7367694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134743 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -7367703.000000 Penalty: 1079.510986
	Iteration 100F: 3 clusters Score -7367703 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134801 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -7367706.000000 Penalty: 1079.510986
	Iteration 101Q: 3 clusters Score -7367706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134852 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -7367701.000000 Penalty: 1079.510986
	Iteration 102Q: 3 clusters Score -7367701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134892 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -7367697.000000 Penalty: 1079.510986
	Iteration 103Q: 3 clusters Score -7367697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134934 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -7367687.000000 Penalty: 1079.510986
	Iteration 104Q: 3 clusters Score -7367687 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134987 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -7367684.000000 Penalty: 1079.510986
	Iteration 105Q: 3 clusters Score -7367684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135033 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -7367695.000000 Penalty: 1079.510986
	Iteration 106Q: 3 clusters Score -7367695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135072 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -7367690.500000 Penalty: 1079.510986
	Iteration 107Q: 3 clusters Score -7367690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135108 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -7367697.500000 Penalty: 1079.510986
	Iteration 108Q: 3 clusters Score -7367698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135140 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -7367681.000000 Penalty: 1079.510986
	Iteration 109Q: 3 clusters Score -7367681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135162 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -7367688.500000 Penalty: 1079.510986
	Iteration 110Q: 3 clusters Score -7367688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135185 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -7367687.000000 Penalty: 1079.510986
	Iteration 111Q: 3 clusters Score -7367687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135212 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -7367671.500000 Penalty: 1079.510986
	Iteration 112Q: 3 clusters Score -7367672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135235 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -7367676.000000 Penalty: 1079.510986
	Iteration 113Q: 3 clusters Score -7367676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135256 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -7367687.000000 Penalty: 1079.510986
	Iteration 114Q: 3 clusters Score -7367687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135272 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -7367689.500000 Penalty: 1079.510986
	Iteration 115Q: 3 clusters Score -7367690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135283 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -7367695.000000 Penalty: 1079.510986
	Iteration 116Q: 3 clusters Score -7367695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135295 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -7367695.500000 Penalty: 1079.510986
	Iteration 117Q: 3 clusters Score -7367696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135313 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -7367694.500000 Penalty: 1079.510986
	Iteration 118Q: 3 clusters Score -7367694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135322 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -7367698.000000 Penalty: 1079.510986
	Iteration 119Q: 3 clusters Score -7367698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135332 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -7367697.000000 Penalty: 1079.510986
	Iteration 120F: 3 clusters Score -7367697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135340 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -7367689.500000 Penalty: 1079.510986
	Iteration 121Q: 3 clusters Score -7367690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135344 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -7367690.000000 Penalty: 1079.510986
	Iteration 122Q: 3 clusters Score -7367690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135348 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -7367693.500000 Penalty: 1079.510986
	Iteration 123Q: 3 clusters Score -7367694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135352 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -7367691.500000 Penalty: 1079.510986
	Iteration 124Q: 3 clusters Score -7367692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135355 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -7367696.000000 Penalty: 1079.510986
	Iteration 125Q: 3 clusters Score -7367696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135358 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -7367699.000000 Penalty: 1079.510986
	Iteration 126Q: 3 clusters Score -7367699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135361 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -7367697.000000 Penalty: 1079.510986
	Iteration 127Q: 3 clusters Score -7367697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135365 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -7367704.000000 Penalty: 1079.510986
	Iteration 128Q: 3 clusters Score -7367704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135367 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -7367703.500000 Penalty: 1079.510986
	Iteration 129Q: 3 clusters Score -7367704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135367 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -7367703.500000 Penalty: 1079.510986
	Iteration 130F: 3 clusters Score -7367704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (19027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Entering Unmasked Estep 
Score: -993634.562500 Penalty: 448.339417
	Iteration 0F: 2 clusters Score -993634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -981047.312500 Penalty: 896.678833
	Iteration 0F: 3 clusters Score -981047.3 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -986502.062500 Penalty: 896.678833
	Iteration 1F: 3 clusters Score -986502.1 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -987333.500000 Penalty: 896.678833
	Iteration 2F: 3 clusters Score -987333.5 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -988814.312500 Penalty: 896.678833
	Iteration 3F: 3 clusters Score -988814.3 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -990697.312500 Penalty: 896.678833
	Iteration 4F: 3 clusters Score -990697.3 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -992226.125000 Penalty: 896.678833
	Iteration 5F: 3 clusters Score -992226.1 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -992973.875000 Penalty: 896.678833
	Iteration 6Q: 3 clusters Score -992973.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -993160.937500 Penalty: 896.678833
	Iteration 7Q: 3 clusters Score -993160.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -993211.187500 Penalty: 896.678833
	Iteration 8Q: 3 clusters Score -993211.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -993235.437500 Penalty: 896.678833
	Iteration 9Q: 3 clusters Score -993235.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -993244.000000 Penalty: 896.678833
	Iteration 10Q: 3 clusters Score -993244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -993247.000000 Penalty: 896.678833
	Iteration 11Q: 3 clusters Score -993247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -993248.875000 Penalty: 896.678833
	Iteration 12Q: 3 clusters Score -993248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -993248.875000 Penalty: 896.678833
	Iteration 13F: 3 clusters Score -993248.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (44328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Entering Unmasked Estep 
Score: -2396848.000000 Penalty: 486.821411
	Iteration 0F: 2 clusters Score -2396848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2367182.250000 Penalty: 973.642822
	Iteration 0F: 3 clusters Score -2367182 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2380117.750000 Penalty: 973.642822
	Iteration 1F: 3 clusters Score -2380118 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2381534.500000 Penalty: 973.642822
	Iteration 2F: 3 clusters Score -2381534 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2384312.000000 Penalty: 973.642822
	Iteration 3F: 3 clusters Score -2384312 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2388827.750000 Penalty: 973.642822
	Iteration 4F: 3 clusters Score -2388828 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2393221.500000 Penalty: 973.642822
	Iteration 5F: 3 clusters Score -2393222 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2395046.000000 Penalty: 973.642822
	Iteration 6F: 3 clusters Score -2395046 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2395705.750000 Penalty: 973.642822
	Iteration 7Q: 3 clusters Score -2395706 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2396057.750000 Penalty: 973.642822
	Iteration 8Q: 3 clusters Score -2396058 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2396244.000000 Penalty: 973.642822
	Iteration 9Q: 3 clusters Score -2396244 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2396328.000000 Penalty: 973.642822
	Iteration 10Q: 3 clusters Score -2396328 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2396380.000000 Penalty: 973.642822
	Iteration 11Q: 3 clusters Score -2396380 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2396418.000000 Penalty: 973.642822
	Iteration 12Q: 3 clusters Score -2396418 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2396438.750000 Penalty: 973.642822
	Iteration 13Q: 3 clusters Score -2396439 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2396448.250000 Penalty: 973.642822
	Iteration 14Q: 3 clusters Score -2396448 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2396458.000000 Penalty: 973.642822
	Iteration 15Q: 3 clusters Score -2396458 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2396456.250000 Penalty: 973.642822
	Iteration 16Q: 3 clusters Score -2396456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2396460.250000 Penalty: 973.642822
	Iteration 17Q: 3 clusters Score -2396460 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2396468.250000 Penalty: 973.642822
	Iteration 18Q: 3 clusters Score -2396468 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2396477.500000 Penalty: 973.642822
	Iteration 19Q: 3 clusters Score -2396478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2396483.000000 Penalty: 973.642822
	Iteration 20F: 3 clusters Score -2396483 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2396484.250000 Penalty: 973.642822
	Iteration 21Q: 3 clusters Score -2396484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2396468.500000 Penalty: 973.642822
	Iteration 22Q: 3 clusters Score -2396468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2396474.750000 Penalty: 973.642822
	Iteration 23Q: 3 clusters Score -2396475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2396481.000000 Penalty: 973.642822
	Iteration 24Q: 3 clusters Score -2396481 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2396483.250000 Penalty: 973.642822
	Iteration 25Q: 3 clusters Score -2396483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2396482.500000 Penalty: 973.642822
	Iteration 26Q: 3 clusters Score -2396482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2396484.250000 Penalty: 973.642822
	Iteration 27Q: 3 clusters Score -2396484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2396488.250000 Penalty: 973.642822
	Iteration 28Q: 3 clusters Score -2396488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2396479.500000 Penalty: 973.642822
	Iteration 29Q: 3 clusters Score -2396480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2396475.500000 Penalty: 973.642822
	Iteration 30Q: 3 clusters Score -2396476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2396473.500000 Penalty: 973.642822
	Iteration 31Q: 3 clusters Score -2396474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2396476.500000 Penalty: 973.642822
	Iteration 32Q: 3 clusters Score -2396476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2396481.000000 Penalty: 973.642822
	Iteration 33Q: 3 clusters Score -2396481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2396475.750000 Penalty: 973.642822
	Iteration 34Q: 3 clusters Score -2396476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2396482.250000 Penalty: 973.642822
	Iteration 35Q: 3 clusters Score -2396482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2396484.000000 Penalty: 973.642822
	Iteration 36Q: 3 clusters Score -2396484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2396481.500000 Penalty: 973.642822
	Iteration 37Q: 3 clusters Score -2396482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2396483.000000 Penalty: 973.642822
	Iteration 38Q: 3 clusters Score -2396483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2396480.500000 Penalty: 973.642822
	Iteration 39Q: 3 clusters Score -2396480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -2396483.500000 Penalty: 973.642822
	Iteration 40F: 3 clusters Score -2396484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2396488.500000 Penalty: 973.642822
	Iteration 41Q: 3 clusters Score -2396488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2396485.000000 Penalty: 973.642822
	Iteration 42Q: 3 clusters Score -2396485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2396487.250000 Penalty: 973.642822
	Iteration 43Q: 3 clusters Score -2396487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2396493.750000 Penalty: 973.642822
	Iteration 44Q: 3 clusters Score -2396494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2396485.250000 Penalty: 973.642822
	Iteration 45Q: 3 clusters Score -2396485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2396490.750000 Penalty: 973.642822
	Iteration 46Q: 3 clusters Score -2396491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2396488.500000 Penalty: 973.642822
	Iteration 47Q: 3 clusters Score -2396488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2396494.500000 Penalty: 973.642822
	Iteration 48Q: 3 clusters Score -2396494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2396494.000000 Penalty: 973.642822
	Iteration 49Q: 3 clusters Score -2396494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2396494.500000 Penalty: 973.642822
	Iteration 50Q: 3 clusters Score -2396494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2396494.250000 Penalty: 973.642822
	Iteration 51Q: 3 clusters Score -2396494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2396494.000000 Penalty: 973.642822
	Iteration 52Q: 3 clusters Score -2396494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2396496.500000 Penalty: 973.642822
	Iteration 53Q: 3 clusters Score -2396496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2396496.750000 Penalty: 973.642822
	Iteration 54Q: 3 clusters Score -2396497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2396494.500000 Penalty: 973.642822
	Iteration 55Q: 3 clusters Score -2396494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -2396498.750000 Penalty: 973.642822
	Iteration 56Q: 3 clusters Score -2396499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2396496.750000 Penalty: 973.642822
	Iteration 57Q: 3 clusters Score -2396497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2396500.500000 Penalty: 973.642822
	Iteration 58Q: 3 clusters Score -2396500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2396505.000000 Penalty: 973.642822
	Iteration 59Q: 3 clusters Score -2396505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2396501.750000 Penalty: 973.642822
	Iteration 60F: 3 clusters Score -2396502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2396506.750000 Penalty: 973.642822
	Iteration 61Q: 3 clusters Score -2396507 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2396495.500000 Penalty: 973.642822
	Iteration 62Q: 3 clusters Score -2396496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2396498.250000 Penalty: 973.642822
	Iteration 63Q: 3 clusters Score -2396498 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2396501.250000 Penalty: 973.642822
	Iteration 64Q: 3 clusters Score -2396501 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2396503.750000 Penalty: 973.642822
	Iteration 65Q: 3 clusters Score -2396504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2396511.750000 Penalty: 973.642822
	Iteration 66Q: 3 clusters Score -2396512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2396504.250000 Penalty: 973.642822
	Iteration 67Q: 3 clusters Score -2396504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2396509.750000 Penalty: 973.642822
	Iteration 68Q: 3 clusters Score -2396510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2396514.500000 Penalty: 973.642822
	Iteration 69Q: 3 clusters Score -2396514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2396513.000000 Penalty: 973.642822
	Iteration 70Q: 3 clusters Score -2396513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2396515.000000 Penalty: 973.642822
	Iteration 71Q: 3 clusters Score -2396515 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2396515.250000 Penalty: 973.642822
	Iteration 72Q: 3 clusters Score -2396515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2396520.500000 Penalty: 973.642822
	Iteration 73Q: 3 clusters Score -2396520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2396520.750000 Penalty: 973.642822
	Iteration 74Q: 3 clusters Score -2396521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2396527.500000 Penalty: 973.642822
	Iteration 75Q: 3 clusters Score -2396528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2396520.000000 Penalty: 973.642822
	Iteration 76Q: 3 clusters Score -2396520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2396513.500000 Penalty: 973.642822
	Iteration 77Q: 3 clusters Score -2396514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2396516.750000 Penalty: 973.642822
	Iteration 78Q: 3 clusters Score -2396517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2396519.000000 Penalty: 973.642822
	Iteration 79Q: 3 clusters Score -2396519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2396509.000000 Penalty: 973.642822
	Iteration 80F: 3 clusters Score -2396509 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2396509.250000 Penalty: 973.642822
	Iteration 81Q: 3 clusters Score -2396509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2396514.750000 Penalty: 973.642822
	Iteration 82Q: 3 clusters Score -2396515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2396515.000000 Penalty: 973.642822
	Iteration 83Q: 3 clusters Score -2396515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2396519.500000 Penalty: 973.642822
	Iteration 84Q: 3 clusters Score -2396520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2396520.250000 Penalty: 973.642822
	Iteration 85Q: 3 clusters Score -2396520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2396519.000000 Penalty: 973.642822
	Iteration 86Q: 3 clusters Score -2396519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2396520.750000 Penalty: 973.642822
	Iteration 87Q: 3 clusters Score -2396521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2396516.250000 Penalty: 973.642822
	Iteration 88Q: 3 clusters Score -2396516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2396515.500000 Penalty: 973.642822
	Iteration 89Q: 3 clusters Score -2396516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2396511.500000 Penalty: 973.642822
	Iteration 90Q: 3 clusters Score -2396512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2396514.750000 Penalty: 973.642822
	Iteration 91Q: 3 clusters Score -2396515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2396514.250000 Penalty: 973.642822
	Iteration 92Q: 3 clusters Score -2396514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2396517.750000 Penalty: 973.642822
	Iteration 93Q: 3 clusters Score -2396518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2396519.750000 Penalty: 973.642822
	Iteration 94Q: 3 clusters Score -2396520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2396518.750000 Penalty: 973.642822
	Iteration 95Q: 3 clusters Score -2396519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2396521.000000 Penalty: 973.642822
	Iteration 96Q: 3 clusters Score -2396521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2396523.250000 Penalty: 973.642822
	Iteration 97Q: 3 clusters Score -2396523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2396521.000000 Penalty: 973.642822
	Iteration 98Q: 3 clusters Score -2396521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2396522.750000 Penalty: 973.642822
	Iteration 99Q: 3 clusters Score -2396523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2396527.750000 Penalty: 973.642822
	Iteration 100F: 3 clusters Score -2396528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2396526.000000 Penalty: 973.642822
	Iteration 101Q: 3 clusters Score -2396526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2396525.000000 Penalty: 973.642822
	Iteration 102Q: 3 clusters Score -2396525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2396525.750000 Penalty: 973.642822
	Iteration 103Q: 3 clusters Score -2396526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2396526.500000 Penalty: 973.642822
	Iteration 104Q: 3 clusters Score -2396526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2396526.500000 Penalty: 973.642822
	Iteration 105Q: 3 clusters Score -2396526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2396525.750000 Penalty: 973.642822
	Iteration 106Q: 3 clusters Score -2396526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2396525.750000 Penalty: 973.642822
	Iteration 107F: 3 clusters Score -2396526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (64784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Entering Unmasked Estep 
Score: -3594181.000000 Penalty: 504.086029
	Iteration 0F: 2 clusters Score -3594181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -3550712.750000 Penalty: 1008.172058
	Iteration 0F: 3 clusters Score -3550713 nChanged 31242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3570110.500000 Penalty: 1008.172058
	Iteration 1F: 3 clusters Score -3570110 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3571887.750000 Penalty: 1008.172058
	Iteration 2F: 3 clusters Score -3571888 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -3574951.000000 Penalty: 1008.172058
	Iteration 3F: 3 clusters Score -3574951 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3579691.500000 Penalty: 1008.172058
	Iteration 4F: 3 clusters Score -3579692 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3585544.500000 Penalty: 1008.172058
	Iteration 5F: 3 clusters Score -3585544 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3590312.750000 Penalty: 1008.172058
	Iteration 6F: 3 clusters Score -3590313 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3592621.000000 Penalty: 1008.172058
	Iteration 7Q: 3 clusters Score -3592621 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3593407.250000 Penalty: 1008.172058
	Iteration 8Q: 3 clusters Score -3593407 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3593593.250000 Penalty: 1008.172058
	Iteration 9Q: 3 clusters Score -3593593 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3593658.500000 Penalty: 1008.172058
	Iteration 10Q: 3 clusters Score -3593658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -3593689.500000 Penalty: 1008.172058
	Iteration 11Q: 3 clusters Score -3593690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -3593705.750000 Penalty: 1008.172058
	Iteration 12Q: 3 clusters Score -3593706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -3593711.500000 Penalty: 1008.172058
	Iteration 13Q: 3 clusters Score -3593712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -3593714.500000 Penalty: 1008.172058
	Iteration 14Q: 3 clusters Score -3593714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64702 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -3593714.500000 Penalty: 1008.172058
	Iteration 15Q: 3 clusters Score -3593714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3593714.750000 Penalty: 1008.172058
	Iteration 16Q: 3 clusters Score -3593715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3593714.750000 Penalty: 1008.172058
	Iteration 17F: 3 clusters Score -3593715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Entering Unmasked Estep 
Score: -4282.923340 Penalty: 216.678925
	Iteration 0F: 2 clusters Score -4282.923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4085.568115 Penalty: 433.357849
	Iteration 0F: 3 clusters Score -4085.568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -4148.541016 Penalty: 433.357849
	Iteration 1F: 3 clusters Score -4148.541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4162.852539 Penalty: 433.357849
	Iteration 2F: 3 clusters Score -4162.853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4174.784668 Penalty: 433.357849
	Iteration 3Q: 3 clusters Score -4174.785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4192.756836 Penalty: 433.357849
	Iteration 4F: 3 clusters Score -4192.757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4214.334961 Penalty: 433.357849
	Iteration 5Q: 3 clusters Score -4214.335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4216.716309 Penalty: 433.357849
	Iteration 6Q: 3 clusters Score -4216.716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4217.237793 Penalty: 433.357849
	Iteration 7Q: 3 clusters Score -4217.238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4217.701172 Penalty: 433.357849
	Iteration 8Q: 3 clusters Score -4217.701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4218.398926 Penalty: 433.357849
	Iteration 9Q: 3 clusters Score -4218.399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -4218.398926 Penalty: 433.357849
	Iteration 10F: 3 clusters Score -4218.399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Entering Unmasked Estep 
Score: -923268.312500 Penalty: 443.200653
	Iteration 0F: 2 clusters Score -923268.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -911918.812500 Penalty: 886.401306
	Iteration 0F: 3 clusters Score -911918.8 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -916652.750000 Penalty: 886.401306
	Iteration 1F: 3 clusters Score -916652.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -916979.875000 Penalty: 886.401306
	Iteration 2Q: 3 clusters Score -916979.9 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -917525.437500 Penalty: 886.401306
	Iteration 3F: 3 clusters Score -917525.4 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -918381.500000 Penalty: 886.401306
	Iteration 4F: 3 clusters Score -918381.5 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -919412.062500 Penalty: 886.401306
	Iteration 5F: 3 clusters Score -919412.1 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -920279.687500 Penalty: 886.401306
	Iteration 6F: 3 clusters Score -920279.7 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -920784.125000 Penalty: 886.401306
	Iteration 7Q: 3 clusters Score -920784.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -921145.375000 Penalty: 886.401306
	Iteration 8Q: 3 clusters Score -921145.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -921452.812500 Penalty: 886.401306
	Iteration 9Q: 3 clusters Score -921452.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -921727.875000 Penalty: 886.401306
	Iteration 10Q: 3 clusters Score -921727.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -921958.625000 Penalty: 886.401306
	Iteration 11Q: 3 clusters Score -921958.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -922153.187500 Penalty: 886.401306
	Iteration 12Q: 3 clusters Score -922153.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -922319.437500 Penalty: 886.401306
	Iteration 13Q: 3 clusters Score -922319.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -922444.625000 Penalty: 886.401306
	Iteration 14Q: 3 clusters Score -922444.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -922540.562500 Penalty: 886.401306
	Iteration 15Q: 3 clusters Score -922540.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -922611.500000 Penalty: 886.401306
	Iteration 16Q: 3 clusters Score -922611.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -922662.812500 Penalty: 886.401306
	Iteration 17Q: 3 clusters Score -922662.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -922697.937500 Penalty: 886.401306
	Iteration 18Q: 3 clusters Score -922697.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -922725.875000 Penalty: 886.401306
	Iteration 19Q: 3 clusters Score -922725.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -922744.000000 Penalty: 886.401306
	Iteration 20F: 3 clusters Score -922744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -922766.312500 Penalty: 886.401306
	Iteration 21Q: 3 clusters Score -922766.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -922792.125000 Penalty: 886.401306
	Iteration 22Q: 3 clusters Score -922792.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -922819.687500 Penalty: 886.401306
	Iteration 23Q: 3 clusters Score -922819.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -922835.875000 Penalty: 886.401306
	Iteration 24Q: 3 clusters Score -922835.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -922848.062500 Penalty: 886.401306
	Iteration 25Q: 3 clusters Score -922848.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -922856.437500 Penalty: 886.401306
	Iteration 26Q: 3 clusters Score -922856.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -922864.437500 Penalty: 886.401306
	Iteration 27Q: 3 clusters Score -922864.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -922870.000000 Penalty: 886.401306
	Iteration 28Q: 3 clusters Score -922870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -922872.687500 Penalty: 886.401306
	Iteration 29Q: 3 clusters Score -922872.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -922877.937500 Penalty: 886.401306
	Iteration 30Q: 3 clusters Score -922877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -922880.562500 Penalty: 886.401306
	Iteration 31Q: 3 clusters Score -922880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -922880.500000 Penalty: 886.401306
	Iteration 32Q: 3 clusters Score -922880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -922881.375000 Penalty: 886.401306
	Iteration 33Q: 3 clusters Score -922881.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -922883.562500 Penalty: 886.401306
	Iteration 34Q: 3 clusters Score -922883.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -922887.687500 Penalty: 886.401306
	Iteration 35Q: 3 clusters Score -922887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -922888.437500 Penalty: 886.401306
	Iteration 36Q: 3 clusters Score -922888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -922890.437500 Penalty: 886.401306
	Iteration 37Q: 3 clusters Score -922890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -922891.812500 Penalty: 886.401306
	Iteration 38Q: 3 clusters Score -922891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -922892.750000 Penalty: 886.401306
	Iteration 39Q: 3 clusters Score -922892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -922893.000000 Penalty: 886.401306
	Iteration 40F: 3 clusters Score -922893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -922895.062500 Penalty: 886.401306
	Iteration 41Q: 3 clusters Score -922895.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -922895.375000 Penalty: 886.401306
	Iteration 42Q: 3 clusters Score -922895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -922894.937500 Penalty: 886.401306
	Iteration 43Q: 3 clusters Score -922894.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -922894.937500 Penalty: 886.401306
	Iteration 44F: 3 clusters Score -922894.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -295937.593750 Penalty: 391.553436
	Iteration 0F: 2 clusters Score -295937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -292222.593750 Penalty: 783.106873
	Iteration 0F: 3 clusters Score -292222.6 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -293642.875000 Penalty: 783.106873
	Iteration 1F: 3 clusters Score -293642.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -293784.281250 Penalty: 783.106873
	Iteration 2F: 3 clusters Score -293784.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -293983.343750 Penalty: 783.106873
	Iteration 3F: 3 clusters Score -293983.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -294275.156250 Penalty: 783.106873
	Iteration 4F: 3 clusters Score -294275.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -294599.968750 Penalty: 783.106873
	Iteration 5F: 3 clusters Score -294600 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -294876.468750 Penalty: 783.106873
	Iteration 6F: 3 clusters Score -294876.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -295101.375000 Penalty: 783.106873
	Iteration 7Q: 3 clusters Score -295101.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -295287.562500 Penalty: 783.106873
	Iteration 8Q: 3 clusters Score -295287.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -295433.875000 Penalty: 783.106873
	Iteration 9Q: 3 clusters Score -295433.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -295521.875000 Penalty: 783.106873
	Iteration 10Q: 3 clusters Score -295521.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -295572.781250 Penalty: 783.106873
	Iteration 11Q: 3 clusters Score -295572.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -295605.875000 Penalty: 783.106873
	Iteration 12Q: 3 clusters Score -295605.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -295624.062500 Penalty: 783.106873
	Iteration 13Q: 3 clusters Score -295624.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -295633.968750 Penalty: 783.106873
	Iteration 14Q: 3 clusters Score -295634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -295639.687500 Penalty: 783.106873
	Iteration 15Q: 3 clusters Score -295639.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -295645.343750 Penalty: 783.106873
	Iteration 16Q: 3 clusters Score -295645.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -295648.281250 Penalty: 783.106873
	Iteration 17Q: 3 clusters Score -295648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -295650.125000 Penalty: 783.106873
	Iteration 18Q: 3 clusters Score -295650.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -295650.812500 Penalty: 783.106873
	Iteration 19Q: 3 clusters Score -295650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -295651.218750 Penalty: 783.106873
	Iteration 20F: 3 clusters Score -295651.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -295652.187500 Penalty: 783.106873
	Iteration 21Q: 3 clusters Score -295652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -295653.375000 Penalty: 783.106873
	Iteration 22Q: 3 clusters Score -295653.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -295653.281250 Penalty: 783.106873
	Iteration 23Q: 3 clusters Score -295653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -295654.562500 Penalty: 783.106873
	Iteration 24Q: 3 clusters Score -295654.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -295656.468750 Penalty: 783.106873
	Iteration 25Q: 3 clusters Score -295656.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -295657.656250 Penalty: 783.106873
	Iteration 26Q: 3 clusters Score -295657.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -295658.593750 Penalty: 783.106873
	Iteration 27Q: 3 clusters Score -295658.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -295658.625000 Penalty: 783.106873
	Iteration 28Q: 3 clusters Score -295658.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -295660.093750 Penalty: 783.106873
	Iteration 29Q: 3 clusters Score -295660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -295661.062500 Penalty: 783.106873
	Iteration 30Q: 3 clusters Score -295661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -295661.625000 Penalty: 783.106873
	Iteration 31Q: 3 clusters Score -295661.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -295661.593750 Penalty: 783.106873
	Iteration 32Q: 3 clusters Score -295661.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -295662.031250 Penalty: 783.106873
	Iteration 33Q: 3 clusters Score -295662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -295662.062500 Penalty: 783.106873
	Iteration 34Q: 3 clusters Score -295662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -295663.000000 Penalty: 783.106873
	Iteration 35Q: 3 clusters Score -295663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -295662.531250 Penalty: 783.106873
	Iteration 36Q: 3 clusters Score -295662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -295662.968750 Penalty: 783.106873
	Iteration 37Q: 3 clusters Score -295663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -295663.718750 Penalty: 783.106873
	Iteration 38Q: 3 clusters Score -295663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -295663.187500 Penalty: 783.106873
	Iteration 39Q: 3 clusters Score -295663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -295663.625000 Penalty: 783.106873
	Iteration 40F: 3 clusters Score -295663.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (45456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Entering Unmasked Estep 
Score: -2528302.750000 Penalty: 487.964722
	Iteration 0F: 2 clusters Score -2528303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2497750.000000 Penalty: 975.929443
	Iteration 0F: 3 clusters Score -2497750 nChanged 22022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2510647.250000 Penalty: 975.929443
	Iteration 1F: 3 clusters Score -2510647 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2511060.250000 Penalty: 975.929443
	Iteration 2Q: 3 clusters Score -2511060 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2511541.000000 Penalty: 975.929443
	Iteration 3Q: 3 clusters Score -2511541 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2512234.500000 Penalty: 975.929443
	Iteration 4Q: 3 clusters Score -2512234 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2513375.500000 Penalty: 975.929443
	Iteration 5Q: 3 clusters Score -2513376 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2515374.000000 Penalty: 975.929443
	Iteration 6F: 3 clusters Score -2515374 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2518218.000000 Penalty: 975.929443
	Iteration 7F: 3 clusters Score -2518218 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2521576.000000 Penalty: 975.929443
	Iteration 8F: 3 clusters Score -2521576 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2524537.000000 Penalty: 975.929443
	Iteration 9F: 3 clusters Score -2524537 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2526379.000000 Penalty: 975.929443
	Iteration 10Q: 3 clusters Score -2526379 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2527263.000000 Penalty: 975.929443
	Iteration 11Q: 3 clusters Score -2527263 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2527634.750000 Penalty: 975.929443
	Iteration 12Q: 3 clusters Score -2527635 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2527763.250000 Penalty: 975.929443
	Iteration 13Q: 3 clusters Score -2527763 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -2527817.500000 Penalty: 975.929443
	Iteration 14Q: 3 clusters Score -2527818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -2527833.000000 Penalty: 975.929443
	Iteration 15Q: 3 clusters Score -2527833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -2527846.500000 Penalty: 975.929443
	Iteration 16Q: 3 clusters Score -2527846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -2527854.750000 Penalty: 975.929443
	Iteration 17Q: 3 clusters Score -2527855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2527860.000000 Penalty: 975.929443
	Iteration 18Q: 3 clusters Score -2527860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -2527868.000000 Penalty: 975.929443
	Iteration 19Q: 3 clusters Score -2527868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2527872.250000 Penalty: 975.929443
	Iteration 20F: 3 clusters Score -2527872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -2527878.000000 Penalty: 975.929443
	Iteration 21Q: 3 clusters Score -2527878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2527879.500000 Penalty: 975.929443
	Iteration 22Q: 3 clusters Score -2527880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2527881.000000 Penalty: 975.929443
	Iteration 23Q: 3 clusters Score -2527881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2527883.250000 Penalty: 975.929443
	Iteration 24Q: 3 clusters Score -2527883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -2527887.000000 Penalty: 975.929443
	Iteration 25Q: 3 clusters Score -2527887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2527889.750000 Penalty: 975.929443
	Iteration 26Q: 3 clusters Score -2527890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2527892.750000 Penalty: 975.929443
	Iteration 27Q: 3 clusters Score -2527893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2527896.000000 Penalty: 975.929443
	Iteration 28Q: 3 clusters Score -2527896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2527894.000000 Penalty: 975.929443
	Iteration 29Q: 3 clusters Score -2527894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -2527900.000000 Penalty: 975.929443
	Iteration 30Q: 3 clusters Score -2527900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -2527902.250000 Penalty: 975.929443
	Iteration 31Q: 3 clusters Score -2527902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2527900.250000 Penalty: 975.929443
	Iteration 32Q: 3 clusters Score -2527900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2527900.250000 Penalty: 975.929443
	Iteration 33F: 3 clusters Score -2527900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (94727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Entering Unmasked Estep 
Score: -5225202.500000 Penalty: 521.373352
	Iteration 0F: 2 clusters Score -5225202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -5162515.000000 Penalty: 1042.746704
	Iteration 0F: 3 clusters Score -5162515 nChanged 46395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -5190964.500000 Penalty: 1042.746704
	Iteration 1F: 3 clusters Score -5190964 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -5192777.500000 Penalty: 1042.746704
	Iteration 2Q: 3 clusters Score -5192778 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -5195968.000000 Penalty: 1042.746704
	Iteration 3F: 3 clusters Score -5195968 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 64512 members 
Entering Unmasked Estep 
Score: -5201252.500000 Penalty: 1042.746704
	Iteration 4F: 3 clusters Score -5201252 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -5208735.500000 Penalty: 1042.746704
	Iteration 5F: 3 clusters Score -5208736 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 70678 members 
Entering Unmasked Estep 
Score: -5215131.000000 Penalty: 1042.746704
	Iteration 6F: 3 clusters Score -5215131 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -5218059.500000 Penalty: 1042.746704
	Iteration 7Q: 3 clusters Score -5218060 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -5219485.500000 Penalty: 1042.746704
	Iteration 8Q: 3 clusters Score -5219486 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -5220711.000000 Penalty: 1042.746704
	Iteration 9Q: 3 clusters Score -5220711 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -5221900.000000 Penalty: 1042.746704
	Iteration 10Q: 3 clusters Score -5221900 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -5222961.500000 Penalty: 1042.746704
	Iteration 11Q: 3 clusters Score -5222962 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -5223825.000000 Penalty: 1042.746704
	Iteration 12Q: 3 clusters Score -5223825 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -5224432.000000 Penalty: 1042.746704
	Iteration 13Q: 3 clusters Score -5224432 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -5224773.500000 Penalty: 1042.746704
	Iteration 14Q: 3 clusters Score -5224774 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 68224 members 
Entering Unmasked Estep 
Score: -5224988.000000 Penalty: 1042.746704
	Iteration 15Q: 3 clusters Score -5224988 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -5225089.500000 Penalty: 1042.746704
	Iteration 16Q: 3 clusters Score -5225090 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -5225162.500000 Penalty: 1042.746704
	Iteration 17Q: 3 clusters Score -5225162 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -5225182.500000 Penalty: 1042.746704
	Iteration 18Q: 3 clusters Score -5225182 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -5225207.000000 Penalty: 1042.746704
	Iteration 19Q: 3 clusters Score -5225207 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 68040 members 
Entering Unmasked Estep 
Score: -5225287.000000 Penalty: 1042.746704
	Iteration 20F: 3 clusters Score -5225287 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -5225309.000000 Penalty: 1042.746704
	Iteration 21Q: 3 clusters Score -5225309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -5225328.500000 Penalty: 1042.746704
	Iteration 22Q: 3 clusters Score -5225328 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -5225330.500000 Penalty: 1042.746704
	Iteration 23Q: 3 clusters Score -5225330 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -5225329.000000 Penalty: 1042.746704
	Iteration 24Q: 3 clusters Score -5225329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 68032 members 
Entering Unmasked Estep 
Score: -5225326.500000 Penalty: 1042.746704
	Iteration 25Q: 3 clusters Score -5225326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -5225329.000000 Penalty: 1042.746704
	Iteration 26Q: 3 clusters Score -5225329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -5225322.500000 Penalty: 1042.746704
	Iteration 27Q: 3 clusters Score -5225322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -5225305.000000 Penalty: 1042.746704
	Iteration 28Q: 3 clusters Score -5225305 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -5225296.000000 Penalty: 1042.746704
	Iteration 29Q: 3 clusters Score -5225296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -5225309.500000 Penalty: 1042.746704
	Iteration 30Q: 3 clusters Score -5225310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -5225313.500000 Penalty: 1042.746704
	Iteration 31Q: 3 clusters Score -5225314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 68131 members 
Entering Unmasked Estep 
Score: -5225312.000000 Penalty: 1042.746704
	Iteration 32Q: 3 clusters Score -5225312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -5225316.000000 Penalty: 1042.746704
	Iteration 33Q: 3 clusters Score -5225316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -5225310.000000 Penalty: 1042.746704
	Iteration 34Q: 3 clusters Score -5225310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -5225312.500000 Penalty: 1042.746704
	Iteration 35Q: 3 clusters Score -5225312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -5225307.500000 Penalty: 1042.746704
	Iteration 36Q: 3 clusters Score -5225308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -5225310.500000 Penalty: 1042.746704
	Iteration 37Q: 3 clusters Score -5225310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -5225313.500000 Penalty: 1042.746704
	Iteration 38Q: 3 clusters Score -5225314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -5225305.500000 Penalty: 1042.746704
	Iteration 39Q: 3 clusters Score -5225306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -5225308.000000 Penalty: 1042.746704
	Iteration 40F: 3 clusters Score -5225308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -5225302.500000 Penalty: 1042.746704
	Iteration 41Q: 3 clusters Score -5225302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -5225307.500000 Penalty: 1042.746704
	Iteration 42Q: 3 clusters Score -5225308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -5225314.000000 Penalty: 1042.746704
	Iteration 43Q: 3 clusters Score -5225314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 68169 members 
Entering Unmasked Estep 
Score: -5225308.500000 Penalty: 1042.746704
	Iteration 44Q: 3 clusters Score -5225308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -5225309.000000 Penalty: 1042.746704
	Iteration 45Q: 3 clusters Score -5225309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
Score: -5225315.500000 Penalty: 1042.746704
	Iteration 46Q: 3 clusters Score -5225316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -5225316.000000 Penalty: 1042.746704
	Iteration 47Q: 3 clusters Score -5225316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 68163 members 
Entering Unmasked Estep 
Score: -5225312.000000 Penalty: 1042.746704
	Iteration 48Q: 3 clusters Score -5225312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 68161 members 
Entering Unmasked Estep 
Score: -5225313.500000 Penalty: 1042.746704
	Iteration 49Q: 3 clusters Score -5225314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 68161 members 
Entering Unmasked Estep 
Score: -5225313.500000 Penalty: 1042.746704
	Iteration 50F: 3 clusters Score -5225314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 86226 members 
Mstep: Class 3 contains 15536 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 37384 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 132530 members 
Mstep: Class 8 contains 75722 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 46507 members 
Mstep: Class 11 contains 8870 members 
Mstep: Class 12 contains 59434 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 1124 members 
Mstep: Class 19 contains 69919 members 
Mstep: Class 20 contains 79747 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 86734 members 
Mstep: Class 23 contains 71935 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 2808 members 
Mstep: Class 26 contains 14722 members 
Mstep: Class 27 contains 161297 members 
Mstep: Class 28 contains 5231 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 45612 members 
Mstep: Class 31 contains 40186 members 
Mstep: Class 32 contains 64416 members 
Mstep: Class 33 contains 93417 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141883 members 
Mstep: Class 37 contains 19027 members 
Mstep: Class 38 contains 44328 members 
Mstep: Class 39 contains 64784 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16995 members 
Mstep: Class 42 contains 5462 members 
Mstep: Class 43 contains 45456 members 
Mstep: Class 44 contains 26566 members 
Mstep: Class 45 contains 5583 members 
Mstep: Class 46 contains 4779 members 
Mstep: Class 47 contains 22264 members 
Mstep: Class 48 contains 17602 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13993 members 
Mstep: Class 51 contains 68161 members 
Entering Unmasked Estep 
Score: -87454128.000000 Penalty: 33331.195312
Splitting cluster 44 changes total score from -87453208.000000 to -87454128.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 45 (5583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Entering Unmasked Estep 
Score: -303305.437500 Penalty: 392.550415
	Iteration 0F: 2 clusters Score -303305.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -299553.156250 Penalty: 785.100830
	Iteration 0F: 3 clusters Score -299553.2 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -300884.781250 Penalty: 785.100830
	Iteration 1F: 3 clusters Score -300884.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -300961.031250 Penalty: 785.100830
	Iteration 2Q: 3 clusters Score -300961 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -301029.062500 Penalty: 785.100830
	Iteration 3Q: 3 clusters Score -301029.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -301094.625000 Penalty: 785.100830
	Iteration 4Q: 3 clusters Score -301094.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -301160.812500 Penalty: 785.100830
	Iteration 5Q: 3 clusters Score -301160.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -301240.812500 Penalty: 785.100830
	Iteration 6Q: 3 clusters Score -301240.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -301353.656250 Penalty: 785.100830
	Iteration 7Q: 3 clusters Score -301353.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -301503.312500 Penalty: 785.100830
	Iteration 8Q: 3 clusters Score -301503.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -301692.312500 Penalty: 785.100830
	Iteration 9F: 3 clusters Score -301692.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -301923.187500 Penalty: 785.100830
	Iteration 10F: 3 clusters Score -301923.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -302154.875000 Penalty: 785.100830
	Iteration 11F: 3 clusters Score -302154.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -302379.812500 Penalty: 785.100830
	Iteration 12Q: 3 clusters Score -302379.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -302550.250000 Penalty: 785.100830
	Iteration 13Q: 3 clusters Score -302550.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -302675.250000 Penalty: 785.100830
	Iteration 14Q: 3 clusters Score -302675.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -302770.000000 Penalty: 785.100830
	Iteration 15Q: 3 clusters Score -302770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -302840.187500 Penalty: 785.100830
	Iteration 16Q: 3 clusters Score -302840.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -302894.093750 Penalty: 785.100830
	Iteration 17Q: 3 clusters Score -302894.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -302925.281250 Penalty: 785.100830
	Iteration 18Q: 3 clusters Score -302925.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -302949.156250 Penalty: 785.100830
	Iteration 19Q: 3 clusters Score -302949.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -302961.312500 Penalty: 785.100830
	Iteration 20F: 3 clusters Score -302961.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -302969.343750 Penalty: 785.100830
	Iteration 21Q: 3 clusters Score -302969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -302974.156250 Penalty: 785.100830
	Iteration 22Q: 3 clusters Score -302974.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -302980.468750 Penalty: 785.100830
	Iteration 23Q: 3 clusters Score -302980.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -302989.937500 Penalty: 785.100830
	Iteration 24Q: 3 clusters Score -302989.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -302992.500000 Penalty: 785.100830
	Iteration 25Q: 3 clusters Score -302992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -302993.968750 Penalty: 785.100830
	Iteration 26Q: 3 clusters Score -302994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -302994.968750 Penalty: 785.100830
	Iteration 27Q: 3 clusters Score -302995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -302994.968750 Penalty: 785.100830
	Iteration 28F: 3 clusters Score -302995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -248887.828125 Penalty: 385.475403
	Iteration 0F: 2 clusters Score -248887.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -245618.984375 Penalty: 770.950806
	Iteration 0F: 3 clusters Score -245619 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -246804.765625 Penalty: 770.950806
	Iteration 1F: 3 clusters Score -246804.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -246936.093750 Penalty: 770.950806
	Iteration 2F: 3 clusters Score -246936.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -247078.906250 Penalty: 770.950806
	Iteration 3F: 3 clusters Score -247078.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -247274.515625 Penalty: 770.950806
	Iteration 4F: 3 clusters Score -247274.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -247567.734375 Penalty: 770.950806
	Iteration 5F: 3 clusters Score -247567.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -247893.171875 Penalty: 770.950806
	Iteration 6F: 3 clusters Score -247893.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -248193.921875 Penalty: 770.950806
	Iteration 7F: 3 clusters Score -248193.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -248417.890625 Penalty: 770.950806
	Iteration 8Q: 3 clusters Score -248417.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -248530.734375 Penalty: 770.950806
	Iteration 9Q: 3 clusters Score -248530.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -248579.703125 Penalty: 770.950806
	Iteration 10Q: 3 clusters Score -248579.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -248614.078125 Penalty: 770.950806
	Iteration 11Q: 3 clusters Score -248614.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -248632.937500 Penalty: 770.950806
	Iteration 12Q: 3 clusters Score -248632.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -248636.406250 Penalty: 770.950806
	Iteration 13Q: 3 clusters Score -248636.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -248638.812500 Penalty: 770.950806
	Iteration 14Q: 3 clusters Score -248638.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -248642.078125 Penalty: 770.950806
	Iteration 15Q: 3 clusters Score -248642.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -248644.296875 Penalty: 770.950806
	Iteration 16Q: 3 clusters Score -248644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -248645.156250 Penalty: 770.950806
	Iteration 17Q: 3 clusters Score -248645.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -248645.671875 Penalty: 770.950806
	Iteration 18Q: 3 clusters Score -248645.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -248646.750000 Penalty: 770.950806
	Iteration 19Q: 3 clusters Score -248646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -248647.218750 Penalty: 770.950806
	Iteration 20F: 3 clusters Score -248647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -248647.984375 Penalty: 770.950806
	Iteration 21Q: 3 clusters Score -248648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -248648.531250 Penalty: 770.950806
	Iteration 22Q: 3 clusters Score -248648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -248648.484375 Penalty: 770.950806
	Iteration 23Q: 3 clusters Score -248648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -248648.734375 Penalty: 770.950806
	Iteration 24Q: 3 clusters Score -248648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -248649.109375 Penalty: 770.950806
	Iteration 25Q: 3 clusters Score -248649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -248649.109375 Penalty: 770.950806
	Iteration 26F: 3 clusters Score -248649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (22264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Entering Unmasked Estep 
Score: -1256503.750000 Penalty: 455.488037
	Iteration 0F: 2 clusters Score -1256504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1241672.625000 Penalty: 910.976074
	Iteration 0F: 3 clusters Score -1241673 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1247934.750000 Penalty: 910.976074
	Iteration 1F: 3 clusters Score -1247935 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1248252.250000 Penalty: 910.976074
	Iteration 2Q: 3 clusters Score -1248252 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1248607.500000 Penalty: 910.976074
	Iteration 3Q: 3 clusters Score -1248608 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1249092.750000 Penalty: 910.976074
	Iteration 4Q: 3 clusters Score -1249093 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1249753.625000 Penalty: 910.976074
	Iteration 5F: 3 clusters Score -1249754 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1250602.250000 Penalty: 910.976074
	Iteration 6F: 3 clusters Score -1250602 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1251457.375000 Penalty: 910.976074
	Iteration 7F: 3 clusters Score -1251457 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1251999.500000 Penalty: 910.976074
	Iteration 8Q: 3 clusters Score -1252000 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1252196.375000 Penalty: 910.976074
	Iteration 9Q: 3 clusters Score -1252196 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1252268.875000 Penalty: 910.976074
	Iteration 10Q: 3 clusters Score -1252269 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1252326.000000 Penalty: 910.976074
	Iteration 11Q: 3 clusters Score -1252326 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1252374.500000 Penalty: 910.976074
	Iteration 12Q: 3 clusters Score -1252374 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1252437.250000 Penalty: 910.976074
	Iteration 13Q: 3 clusters Score -1252437 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1252515.875000 Penalty: 910.976074
	Iteration 14Q: 3 clusters Score -1252516 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1252607.875000 Penalty: 910.976074
	Iteration 15Q: 3 clusters Score -1252608 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1252745.625000 Penalty: 910.976074
	Iteration 16Q: 3 clusters Score -1252746 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1252916.625000 Penalty: 910.976074
	Iteration 17Q: 3 clusters Score -1252917 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1253161.750000 Penalty: 910.976074
	Iteration 18Q: 3 clusters Score -1253162 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1253493.500000 Penalty: 910.976074
	Iteration 19Q: 3 clusters Score -1253494 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1253873.250000 Penalty: 910.976074
	Iteration 20F: 3 clusters Score -1253873 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1254283.500000 Penalty: 910.976074
	Iteration 21Q: 3 clusters Score -1254284 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1254687.000000 Penalty: 910.976074
	Iteration 22Q: 3 clusters Score -1254687 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1255066.250000 Penalty: 910.976074
	Iteration 23Q: 3 clusters Score -1255066 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1255340.375000 Penalty: 910.976074
	Iteration 24Q: 3 clusters Score -1255340 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1255522.625000 Penalty: 910.976074
	Iteration 25Q: 3 clusters Score -1255523 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1255667.875000 Penalty: 910.976074
	Iteration 26Q: 3 clusters Score -1255668 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1255751.625000 Penalty: 910.976074
	Iteration 27Q: 3 clusters Score -1255752 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1255797.125000 Penalty: 910.976074
	Iteration 28Q: 3 clusters Score -1255797 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1255831.000000 Penalty: 910.976074
	Iteration 29Q: 3 clusters Score -1255831 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1255845.375000 Penalty: 910.976074
	Iteration 30Q: 3 clusters Score -1255845 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1255840.250000 Penalty: 910.976074
	Iteration 31Q: 3 clusters Score -1255840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1255869.750000 Penalty: 910.976074
	Iteration 32Q: 3 clusters Score -1255870 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1255875.875000 Penalty: 910.976074
	Iteration 33Q: 3 clusters Score -1255876 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1255880.500000 Penalty: 910.976074
	Iteration 34Q: 3 clusters Score -1255880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1255882.750000 Penalty: 910.976074
	Iteration 35Q: 3 clusters Score -1255883 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1255876.625000 Penalty: 910.976074
	Iteration 36Q: 3 clusters Score -1255877 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1255881.750000 Penalty: 910.976074
	Iteration 37Q: 3 clusters Score -1255882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1255876.375000 Penalty: 910.976074
	Iteration 38Q: 3 clusters Score -1255876 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1255883.625000 Penalty: 910.976074
	Iteration 39Q: 3 clusters Score -1255884 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1255884.375000 Penalty: 910.976074
	Iteration 40F: 3 clusters Score -1255884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1255878.250000 Penalty: 910.976074
	Iteration 41Q: 3 clusters Score -1255878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1255875.250000 Penalty: 910.976074
	Iteration 42Q: 3 clusters Score -1255875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1255883.000000 Penalty: 910.976074
	Iteration 43Q: 3 clusters Score -1255883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1255881.375000 Penalty: 910.976074
	Iteration 44Q: 3 clusters Score -1255881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1255879.500000 Penalty: 910.976074
	Iteration 45Q: 3 clusters Score -1255880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1255884.500000 Penalty: 910.976074
	Iteration 46Q: 3 clusters Score -1255884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1255882.625000 Penalty: 910.976074
	Iteration 47Q: 3 clusters Score -1255883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1255874.875000 Penalty: 910.976074
	Iteration 48Q: 3 clusters Score -1255875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1255884.125000 Penalty: 910.976074
	Iteration 49Q: 3 clusters Score -1255884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1255885.625000 Penalty: 910.976074
	Iteration 50Q: 3 clusters Score -1255886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1255873.125000 Penalty: 910.976074
	Iteration 51Q: 3 clusters Score -1255873 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1255882.750000 Penalty: 910.976074
	Iteration 52Q: 3 clusters Score -1255883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1255885.375000 Penalty: 910.976074
	Iteration 53Q: 3 clusters Score -1255885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1255890.125000 Penalty: 910.976074
	Iteration 54Q: 3 clusters Score -1255890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1255888.750000 Penalty: 910.976074
	Iteration 55Q: 3 clusters Score -1255889 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1255894.750000 Penalty: 910.976074
	Iteration 56Q: 3 clusters Score -1255895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1255896.750000 Penalty: 910.976074
	Iteration 57Q: 3 clusters Score -1255897 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1255898.500000 Penalty: 910.976074
	Iteration 58Q: 3 clusters Score -1255898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1255904.750000 Penalty: 910.976074
	Iteration 59Q: 3 clusters Score -1255905 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1255905.000000 Penalty: 910.976074
	Iteration 60F: 3 clusters Score -1255905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1255910.750000 Penalty: 910.976074
	Iteration 61Q: 3 clusters Score -1255911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1255894.000000 Penalty: 910.976074
	Iteration 62Q: 3 clusters Score -1255894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1255902.000000 Penalty: 910.976074
	Iteration 63Q: 3 clusters Score -1255902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1255906.500000 Penalty: 910.976074
	Iteration 64Q: 3 clusters Score -1255906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1255906.000000 Penalty: 910.976074
	Iteration 65Q: 3 clusters Score -1255906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1255907.625000 Penalty: 910.976074
	Iteration 66Q: 3 clusters Score -1255908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1255910.875000 Penalty: 910.976074
	Iteration 67Q: 3 clusters Score -1255911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1255904.750000 Penalty: 910.976074
	Iteration 68Q: 3 clusters Score -1255905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1255911.625000 Penalty: 910.976074
	Iteration 69Q: 3 clusters Score -1255912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -1255905.000000 Penalty: 910.976074
	Iteration 70Q: 3 clusters Score -1255905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1255907.375000 Penalty: 910.976074
	Iteration 71Q: 3 clusters Score -1255907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1255907.375000 Penalty: 910.976074
	Iteration 72Q: 3 clusters Score -1255907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1255904.875000 Penalty: 910.976074
	Iteration 73Q: 3 clusters Score -1255905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1255910.375000 Penalty: 910.976074
	Iteration 74Q: 3 clusters Score -1255910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1255906.750000 Penalty: 910.976074
	Iteration 75Q: 3 clusters Score -1255907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1255910.000000 Penalty: 910.976074
	Iteration 76Q: 3 clusters Score -1255910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1255909.750000 Penalty: 910.976074
	Iteration 77Q: 3 clusters Score -1255910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1255905.250000 Penalty: 910.976074
	Iteration 78Q: 3 clusters Score -1255905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1255907.125000 Penalty: 910.976074
	Iteration 79Q: 3 clusters Score -1255907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1255911.125000 Penalty: 910.976074
	Iteration 80F: 3 clusters Score -1255911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1255913.125000 Penalty: 910.976074
	Iteration 81Q: 3 clusters Score -1255913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -1255905.500000 Penalty: 910.976074
	Iteration 82Q: 3 clusters Score -1255906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1255910.250000 Penalty: 910.976074
	Iteration 83Q: 3 clusters Score -1255910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1255902.625000 Penalty: 910.976074
	Iteration 84Q: 3 clusters Score -1255903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1255909.500000 Penalty: 910.976074
	Iteration 85Q: 3 clusters Score -1255910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1255909.125000 Penalty: 910.976074
	Iteration 86Q: 3 clusters Score -1255909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1255912.500000 Penalty: 910.976074
	Iteration 87Q: 3 clusters Score -1255912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1255910.125000 Penalty: 910.976074
	Iteration 88Q: 3 clusters Score -1255910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -1255911.375000 Penalty: 910.976074
	Iteration 89Q: 3 clusters Score -1255911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1255913.125000 Penalty: 910.976074
	Iteration 90Q: 3 clusters Score -1255913 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1255907.875000 Penalty: 910.976074
	Iteration 91Q: 3 clusters Score -1255908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1255912.375000 Penalty: 910.976074
	Iteration 92Q: 3 clusters Score -1255912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1255905.875000 Penalty: 910.976074
	Iteration 93Q: 3 clusters Score -1255906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1255914.875000 Penalty: 910.976074
	Iteration 94Q: 3 clusters Score -1255915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1255911.750000 Penalty: 910.976074
	Iteration 95Q: 3 clusters Score -1255912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1255911.750000 Penalty: 910.976074
	Iteration 96Q: 3 clusters Score -1255912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1255915.000000 Penalty: 910.976074
	Iteration 97Q: 3 clusters Score -1255915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1255911.125000 Penalty: 910.976074
	Iteration 98Q: 3 clusters Score -1255911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1255911.125000 Penalty: 910.976074
	Iteration 99Q: 3 clusters Score -1255911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1255911.125000 Penalty: 910.976074
	Iteration 100F: 3 clusters Score -1255911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (17602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Entering Unmasked Estep 
Score: -983621.250000 Penalty: 444.797455
	Iteration 0F: 2 clusters Score -983621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -971901.250000 Penalty: 889.594910
	Iteration 0F: 3 clusters Score -971901.2 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -977447.437500 Penalty: 889.594910
	Iteration 1F: 3 clusters Score -977447.4 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -978381.500000 Penalty: 889.594910
	Iteration 2F: 3 clusters Score -978381.5 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -979692.812500 Penalty: 889.594910
	Iteration 3F: 3 clusters Score -979692.8 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -981029.187500 Penalty: 889.594910
	Iteration 4F: 3 clusters Score -981029.2 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -982131.625000 Penalty: 889.594910
	Iteration 5F: 3 clusters Score -982131.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -982781.625000 Penalty: 889.594910
	Iteration 6Q: 3 clusters Score -982781.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -983080.812500 Penalty: 889.594910
	Iteration 7Q: 3 clusters Score -983080.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -983170.437500 Penalty: 889.594910
	Iteration 8Q: 3 clusters Score -983170.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -983202.687500 Penalty: 889.594910
	Iteration 9Q: 3 clusters Score -983202.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -983217.062500 Penalty: 889.594910
	Iteration 10Q: 3 clusters Score -983217.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -983225.375000 Penalty: 889.594910
	Iteration 11Q: 3 clusters Score -983225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -983238.562500 Penalty: 889.594910
	Iteration 12Q: 3 clusters Score -983238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -983240.187500 Penalty: 889.594910
	Iteration 13Q: 3 clusters Score -983240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -983240.187500 Penalty: 889.594910
	Iteration 14F: 3 clusters Score -983240.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -24169.376953 Penalty: 284.549225
	Iteration 0F: 2 clusters Score -24169.38 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 259 members 
Entering Unmasked Estep 
Score: -23686.167969 Penalty: 569.098450
	Iteration 0F: 3 clusters Score -23686.17 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -23831.023438 Penalty: 569.098450
	Iteration 1F: 3 clusters Score -23831.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23873.091797 Penalty: 569.098450
	Iteration 2F: 3 clusters Score -23873.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23911.328125 Penalty: 569.098450
	Iteration 3F: 3 clusters Score -23911.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23951.587891 Penalty: 569.098450
	Iteration 4F: 3 clusters Score -23951.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23971.537109 Penalty: 569.098450
	Iteration 5Q: 3 clusters Score -23971.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23977.593750 Penalty: 569.098450
	Iteration 6Q: 3 clusters Score -23977.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23980.044922 Penalty: 569.098450
	Iteration 7Q: 3 clusters Score -23980.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23981.533203 Penalty: 569.098450
	Iteration 8Q: 3 clusters Score -23981.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23981.533203 Penalty: 569.098450
	Iteration 9F: 3 clusters Score -23981.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 86226 members 
Mstep: Class 3 contains 15536 members 
Mstep: Class 4 contains 1032 members 
Mstep: Class 5 contains 37384 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 132530 members 
Mstep: Class 8 contains 75722 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 46507 members 
Mstep: Class 11 contains 8870 members 
Mstep: Class 12 contains 59434 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 1124 members 
Mstep: Class 19 contains 69919 members 
Mstep: Class 20 contains 79747 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 86734 members 
Mstep: Class 23 contains 71935 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 2808 members 
Mstep: Class 26 contains 14722 members 
Mstep: Class 27 contains 161297 members 
Mstep: Class 28 contains 5231 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 45612 members 
Mstep: Class 31 contains 40186 members 
Mstep: Class 32 contains 64416 members 
Mstep: Class 33 contains 93417 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141883 members 
Mstep: Class 37 contains 19027 members 
Mstep: Class 38 contains 44328 members 
Mstep: Class 39 contains 64784 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 16995 members 
Mstep: Class 42 contains 5462 members 
Mstep: Class 43 contains 45456 members 
Mstep: Class 44 contains 26566 members 
Mstep: Class 45 contains 5583 members 
Mstep: Class 46 contains 4779 members 
Mstep: Class 47 contains 22264 members 
Mstep: Class 48 contains 17602 members 
Mstep: Class 49 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87454912.000000 Penalty: 33331.195312
Iteration 319Q: 52 clusters Score -8.745491e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 86273 members 
Mstep: Class 3 contains 15315 members 
Mstep: Class 4 contains 1038 members 
Mstep: Class 5 contains 37364 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 132810 members 
Mstep: Class 8 contains 75748 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 46510 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 59460 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 962 members 
Mstep: Class 19 contains 69979 members 
Mstep: Class 20 contains 80221 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 86801 members 
Mstep: Class 23 contains 71915 members 
Mstep: Class 24 contains 8749 members 
Mstep: Class 25 contains 2811 members 
Mstep: Class 26 contains 14730 members 
Mstep: Class 27 contains 161395 members 
Mstep: Class 28 contains 5242 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 45473 members 
Mstep: Class 31 contains 40182 members 
Mstep: Class 32 contains 63856 members 
Mstep: Class 33 contains 93443 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141948 members 
Mstep: Class 37 contains 19030 members 
Mstep: Class 38 contains 44708 members 
Mstep: Class 39 contains 64828 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17015 members 
Mstep: Class 42 contains 5464 members 
Mstep: Class 43 contains 44990 members 
Mstep: Class 44 contains 27292 members 
Mstep: Class 45 contains 5582 members 
Mstep: Class 46 contains 4781 members 
Mstep: Class 47 contains 22315 members 
Mstep: Class 48 contains 17708 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13871 members 
Mstep: Class 51 contains 67300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87454992.000000 Penalty: 33331.195312
Iteration 320F: 52 clusters Score -8.745499e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 86228 members 
Mstep: Class 3 contains 15103 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 37328 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 132345 members 
Mstep: Class 8 contains 75735 members 
Mstep: Class 9 contains 2538 members 
Mstep: Class 10 contains 46493 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 59473 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 1723 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1624 members 
Mstep: Class 18 contains 826 members 
Mstep: Class 19 contains 69918 members 
Mstep: Class 20 contains 80713 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 86874 members 
Mstep: Class 23 contains 71838 members 
Mstep: Class 24 contains 8750 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 14740 members 
Mstep: Class 27 contains 161320 members 
Mstep: Class 28 contains 5249 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 45344 members 
Mstep: Class 31 contains 40181 members 
Mstep: Class 32 contains 63262 members 
Mstep: Class 33 contains 93449 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141778 members 
Mstep: Class 37 contains 19031 members 
Mstep: Class 38 contains 45026 members 
Mstep: Class 39 contains 64900 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17035 members 
Mstep: Class 42 contains 5464 members 
Mstep: Class 43 contains 44586 members 
Mstep: Class 44 contains 27639 members 
Mstep: Class 45 contains 5563 members 
Mstep: Class 46 contains 4785 members 
Mstep: Class 47 contains 22357 members 
Mstep: Class 48 contains 17764 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13919 members 
Mstep: Class 51 contains 68286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87455096.000000 Penalty: 33331.195312
Iteration 321Q: 52 clusters Score -8.74551e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 86200 members 
Mstep: Class 3 contains 14929 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 37323 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 131738 members 
Mstep: Class 8 contains 75731 members 
Mstep: Class 9 contains 2539 members 
Mstep: Class 10 contains 46464 members 
Mstep: Class 11 contains 8866 members 
Mstep: Class 12 contains 59486 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1619 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 69885 members 
Mstep: Class 20 contains 81161 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 86958 members 
Mstep: Class 23 contains 71796 members 
Mstep: Class 24 contains 8750 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 14752 members 
Mstep: Class 27 contains 161261 members 
Mstep: Class 28 contains 5252 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 45240 members 
Mstep: Class 31 contains 40179 members 
Mstep: Class 32 contains 62762 members 
Mstep: Class 33 contains 93455 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141663 members 
Mstep: Class 37 contains 19034 members 
Mstep: Class 38 contains 45335 members 
Mstep: Class 39 contains 64979 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17049 members 
Mstep: Class 42 contains 5461 members 
Mstep: Class 43 contains 44153 members 
Mstep: Class 44 contains 28071 members 
Mstep: Class 45 contains 5549 members 
Mstep: Class 46 contains 4789 members 
Mstep: Class 47 contains 22468 members 
Mstep: Class 48 contains 17821 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13857 members 
Mstep: Class 51 contains 69087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87455720.000000 Penalty: 33331.195312
Iteration 322Q: 52 clusters Score -8.745572e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 86177 members 
Mstep: Class 3 contains 14784 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 37296 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 131113 members 
Mstep: Class 8 contains 75724 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 46393 members 
Mstep: Class 11 contains 8846 members 
Mstep: Class 12 contains 59496 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 69847 members 
Mstep: Class 20 contains 81544 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 87047 members 
Mstep: Class 23 contains 71765 members 
Mstep: Class 24 contains 8750 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 14767 members 
Mstep: Class 27 contains 161232 members 
Mstep: Class 28 contains 5255 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 45113 members 
Mstep: Class 31 contains 40180 members 
Mstep: Class 32 contains 62260 members 
Mstep: Class 33 contains 93457 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141595 members 
Mstep: Class 37 contains 19035 members 
Mstep: Class 38 contains 45667 members 
Mstep: Class 39 contains 65006 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17070 members 
Mstep: Class 42 contains 5460 members 
Mstep: Class 43 contains 43783 members 
Mstep: Class 44 contains 28477 members 
Mstep: Class 45 contains 5544 members 
Mstep: Class 46 contains 4793 members 
Mstep: Class 47 contains 22610 members 
Mstep: Class 48 contains 17908 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13786 members 
Mstep: Class 51 contains 69840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 636.984375 but Gain 653.554688
Score: -87455744.000000 Penalty: 32677.640625
Iteration 323Q: 51 clusters Score -8.745574e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 86163 members 
Mstep: Class 3 contains 14709 members 
Mstep: Class 4 contains 1056 members 
Mstep: Class 5 contains 37280 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 130350 members 
Mstep: Class 8 contains 75734 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 46294 members 
Mstep: Class 11 contains 8817 members 
Mstep: Class 12 contains 59505 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1616 members 
Mstep: Class 19 contains 69881 members 
Mstep: Class 20 contains 81931 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 87114 members 
Mstep: Class 23 contains 71722 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 2828 members 
Mstep: Class 26 contains 14783 members 
Mstep: Class 27 contains 161269 members 
Mstep: Class 28 contains 5267 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 45009 members 
Mstep: Class 31 contains 40181 members 
Mstep: Class 32 contains 61699 members 
Mstep: Class 33 contains 93458 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141551 members 
Mstep: Class 37 contains 19037 members 
Mstep: Class 38 contains 45989 members 
Mstep: Class 39 contains 65093 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17081 members 
Mstep: Class 42 contains 5459 members 
Mstep: Class 43 contains 43507 members 
Mstep: Class 44 contains 29166 members 
Mstep: Class 45 contains 5537 members 
Mstep: Class 46 contains 4795 members 
Mstep: Class 47 contains 22658 members 
Mstep: Class 48 contains 17993 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13701 members 
Mstep: Class 51 contains 70750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87456384.000000 Penalty: 32677.640625
Iteration 324Q: 51 clusters Score -8.745638e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 86130 members 
Mstep: Class 3 contains 14489 members 
Mstep: Class 4 contains 1061 members 
Mstep: Class 5 contains 37267 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 129397 members 
Mstep: Class 8 contains 75715 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 46171 members 
Mstep: Class 11 contains 8764 members 
Mstep: Class 12 contains 59506 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 19 contains 69834 members 
Mstep: Class 20 contains 82231 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 87194 members 
Mstep: Class 23 contains 71691 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 2830 members 
Mstep: Class 26 contains 14798 members 
Mstep: Class 27 contains 161223 members 
Mstep: Class 28 contains 5277 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 44876 members 
Mstep: Class 31 contains 40177 members 
Mstep: Class 32 contains 61179 members 
Mstep: Class 33 contains 93460 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141500 members 
Mstep: Class 37 contains 19039 members 
Mstep: Class 38 contains 46311 members 
Mstep: Class 39 contains 65222 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17096 members 
Mstep: Class 42 contains 5458 members 
Mstep: Class 43 contains 43228 members 
Mstep: Class 44 contains 29639 members 
Mstep: Class 45 contains 5526 members 
Mstep: Class 46 contains 4796 members 
Mstep: Class 47 contains 22720 members 
Mstep: Class 48 contains 18052 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13639 members 
Mstep: Class 51 contains 71893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87456808.000000 Penalty: 32677.640625
Iteration 325Q: 51 clusters Score -8.745681e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 86109 members 
Mstep: Class 3 contains 14181 members 
Mstep: Class 4 contains 1062 members 
Mstep: Class 5 contains 37241 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 128257 members 
Mstep: Class 8 contains 75696 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 46040 members 
Mstep: Class 11 contains 8719 members 
Mstep: Class 12 contains 59513 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 1723 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 19 contains 69820 members 
Mstep: Class 20 contains 82480 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 87282 members 
Mstep: Class 23 contains 71660 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 2834 members 
Mstep: Class 26 contains 14816 members 
Mstep: Class 27 contains 161185 members 
Mstep: Class 28 contains 5294 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 44725 members 
Mstep: Class 31 contains 40180 members 
Mstep: Class 32 contains 60620 members 
Mstep: Class 33 contains 93458 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141436 members 
Mstep: Class 37 contains 19041 members 
Mstep: Class 38 contains 46688 members 
Mstep: Class 39 contains 65381 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17108 members 
Mstep: Class 42 contains 5457 members 
Mstep: Class 43 contains 43002 members 
Mstep: Class 44 contains 30192 members 
Mstep: Class 45 contains 5514 members 
Mstep: Class 46 contains 4798 members 
Mstep: Class 47 contains 22744 members 
Mstep: Class 48 contains 18130 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13570 members 
Mstep: Class 51 contains 73175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87456856.000000 Penalty: 32677.640625
Iteration 326Q: 51 clusters Score -8.745686e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 86094 members 
Mstep: Class 3 contains 13894 members 
Mstep: Class 4 contains 1056 members 
Mstep: Class 5 contains 37220 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 126751 members 
Mstep: Class 8 contains 75684 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 45918 members 
Mstep: Class 11 contains 8671 members 
Mstep: Class 12 contains 59524 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 1296 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 19 contains 69795 members 
Mstep: Class 20 contains 82765 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 87371 members 
Mstep: Class 23 contains 71648 members 
Mstep: Class 24 contains 8752 members 
Mstep: Class 25 contains 2838 members 
Mstep: Class 26 contains 14836 members 
Mstep: Class 27 contains 161164 members 
Mstep: Class 28 contains 5315 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 44585 members 
Mstep: Class 31 contains 40186 members 
Mstep: Class 32 contains 60064 members 
Mstep: Class 33 contains 93452 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141407 members 
Mstep: Class 37 contains 19044 members 
Mstep: Class 38 contains 47071 members 
Mstep: Class 39 contains 65566 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17116 members 
Mstep: Class 42 contains 5458 members 
Mstep: Class 43 contains 42788 members 
Mstep: Class 44 contains 30662 members 
Mstep: Class 45 contains 5511 members 
Mstep: Class 46 contains 4798 members 
Mstep: Class 47 contains 22711 members 
Mstep: Class 48 contains 18207 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13494 members 
Mstep: Class 51 contains 74764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87457016.000000 Penalty: 32677.640625
Iteration 327Q: 51 clusters Score -8.745702e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 86088 members 
Mstep: Class 3 contains 13490 members 
Mstep: Class 4 contains 1057 members 
Mstep: Class 5 contains 37205 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 125091 members 
Mstep: Class 8 contains 75665 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 45776 members 
Mstep: Class 11 contains 8604 members 
Mstep: Class 12 contains 59528 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1723 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 19 contains 69785 members 
Mstep: Class 20 contains 83020 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 87468 members 
Mstep: Class 23 contains 71655 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 2842 members 
Mstep: Class 26 contains 14861 members 
Mstep: Class 27 contains 161169 members 
Mstep: Class 28 contains 5333 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 44423 members 
Mstep: Class 31 contains 40197 members 
Mstep: Class 32 contains 59553 members 
Mstep: Class 33 contains 93445 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141341 members 
Mstep: Class 37 contains 19046 members 
Mstep: Class 38 contains 47479 members 
Mstep: Class 39 contains 65758 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17127 members 
Mstep: Class 42 contains 5457 members 
Mstep: Class 43 contains 42528 members 
Mstep: Class 44 contains 31370 members 
Mstep: Class 45 contains 5509 members 
Mstep: Class 46 contains 4797 members 
Mstep: Class 47 contains 22696 members 
Mstep: Class 48 contains 18286 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13385 members 
Mstep: Class 51 contains 76412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87457600.000000 Penalty: 32677.640625
Iteration 328Q: 51 clusters Score -8.74576e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 86077 members 
Mstep: Class 3 contains 13165 members 
Mstep: Class 4 contains 1061 members 
Mstep: Class 5 contains 37189 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 123725 members 
Mstep: Class 8 contains 75660 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 45650 members 
Mstep: Class 11 contains 8535 members 
Mstep: Class 12 contains 59515 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 19 contains 69768 members 
Mstep: Class 20 contains 83281 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 87542 members 
Mstep: Class 23 contains 71663 members 
Mstep: Class 24 contains 8750 members 
Mstep: Class 25 contains 2848 members 
Mstep: Class 26 contains 14882 members 
Mstep: Class 27 contains 161201 members 
Mstep: Class 28 contains 5358 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 44252 members 
Mstep: Class 31 contains 40206 members 
Mstep: Class 32 contains 58955 members 
Mstep: Class 33 contains 93438 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141281 members 
Mstep: Class 37 contains 19046 members 
Mstep: Class 38 contains 47871 members 
Mstep: Class 39 contains 65805 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17137 members 
Mstep: Class 42 contains 5455 members 
Mstep: Class 43 contains 42305 members 
Mstep: Class 44 contains 31893 members 
Mstep: Class 45 contains 5499 members 
Mstep: Class 46 contains 4797 members 
Mstep: Class 47 contains 22778 members 
Mstep: Class 48 contains 18364 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13285 members 
Mstep: Class 51 contains 77964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87457784.000000 Penalty: 32677.640625
Iteration 329Q: 51 clusters Score -8.745778e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 86079 members 
Mstep: Class 3 contains 12863 members 
Mstep: Class 4 contains 1068 members 
Mstep: Class 5 contains 37183 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 122576 members 
Mstep: Class 8 contains 75650 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 45557 members 
Mstep: Class 11 contains 8491 members 
Mstep: Class 12 contains 59505 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1722 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 19 contains 69780 members 
Mstep: Class 20 contains 83554 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 87622 members 
Mstep: Class 23 contains 71674 members 
Mstep: Class 24 contains 8747 members 
Mstep: Class 25 contains 2854 members 
Mstep: Class 26 contains 14899 members 
Mstep: Class 27 contains 161245 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 44067 members 
Mstep: Class 31 contains 40215 members 
Mstep: Class 32 contains 58292 members 
Mstep: Class 33 contains 93435 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141231 members 
Mstep: Class 37 contains 19047 members 
Mstep: Class 38 contains 48224 members 
Mstep: Class 39 contains 65855 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17141 members 
Mstep: Class 42 contains 5453 members 
Mstep: Class 43 contains 42111 members 
Mstep: Class 44 contains 32328 members 
Mstep: Class 45 contains 5492 members 
Mstep: Class 46 contains 4797 members 
Mstep: Class 47 contains 22806 members 
Mstep: Class 48 contains 18422 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13198 members 
Mstep: Class 51 contains 79348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87457872.000000 Penalty: 32677.640625
Iteration 330Q: 51 clusters Score -8.745787e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 86073 members 
Mstep: Class 3 contains 12591 members 
Mstep: Class 4 contains 1076 members 
Mstep: Class 5 contains 37171 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 121376 members 
Mstep: Class 8 contains 75654 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 45457 members 
Mstep: Class 11 contains 8413 members 
Mstep: Class 12 contains 59510 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1717 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 19 contains 69817 members 
Mstep: Class 20 contains 83751 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 87690 members 
Mstep: Class 23 contains 71685 members 
Mstep: Class 24 contains 8746 members 
Mstep: Class 25 contains 2857 members 
Mstep: Class 26 contains 14915 members 
Mstep: Class 27 contains 161289 members 
Mstep: Class 28 contains 5444 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 43910 members 
Mstep: Class 31 contains 40221 members 
Mstep: Class 32 contains 57704 members 
Mstep: Class 33 contains 93417 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2044 members 
Mstep: Class 36 contains 141210 members 
Mstep: Class 37 contains 19046 members 
Mstep: Class 38 contains 48583 members 
Mstep: Class 39 contains 65831 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17146 members 
Mstep: Class 42 contains 5453 members 
Mstep: Class 43 contains 41822 members 
Mstep: Class 44 contains 32725 members 
Mstep: Class 45 contains 5489 members 
Mstep: Class 46 contains 4797 members 
Mstep: Class 47 contains 22979 members 
Mstep: Class 48 contains 18499 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13116 members 
Mstep: Class 51 contains 80753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458280.000000 Penalty: 32677.640625
Iteration 331Q: 51 clusters Score -8.745828e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 86074 members 
Mstep: Class 3 contains 12246 members 
Mstep: Class 4 contains 1089 members 
Mstep: Class 5 contains 37174 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 120220 members 
Mstep: Class 8 contains 75643 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 45325 members 
Mstep: Class 11 contains 8337 members 
Mstep: Class 12 contains 59521 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 19 contains 69864 members 
Mstep: Class 20 contains 84006 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 87778 members 
Mstep: Class 23 contains 71711 members 
Mstep: Class 24 contains 8743 members 
Mstep: Class 25 contains 2861 members 
Mstep: Class 26 contains 14926 members 
Mstep: Class 27 contains 161308 members 
Mstep: Class 28 contains 5487 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 43760 members 
Mstep: Class 31 contains 40232 members 
Mstep: Class 32 contains 57081 members 
Mstep: Class 33 contains 93407 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2045 members 
Mstep: Class 36 contains 141194 members 
Mstep: Class 37 contains 19048 members 
Mstep: Class 38 contains 48952 members 
Mstep: Class 39 contains 65835 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17152 members 
Mstep: Class 42 contains 5454 members 
Mstep: Class 43 contains 41474 members 
Mstep: Class 44 contains 33130 members 
Mstep: Class 45 contains 5485 members 
Mstep: Class 46 contains 4797 members 
Mstep: Class 47 contains 23220 members 
Mstep: Class 48 contains 18548 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13058 members 
Mstep: Class 51 contains 82089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458536.000000 Penalty: 32677.640625
Iteration 332Q: 51 clusters Score -8.745854e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 86053 members 
Mstep: Class 3 contains 11853 members 
Mstep: Class 4 contains 1108 members 
Mstep: Class 5 contains 37174 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 75628 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 45189 members 
Mstep: Class 11 contains 8268 members 
Mstep: Class 12 contains 59545 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 19 contains 69895 members 
Mstep: Class 20 contains 84169 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 87845 members 
Mstep: Class 23 contains 71730 members 
Mstep: Class 24 contains 8738 members 
Mstep: Class 25 contains 2862 members 
Mstep: Class 26 contains 14922 members 
Mstep: Class 27 contains 161322 members 
Mstep: Class 28 contains 5524 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 43604 members 
Mstep: Class 31 contains 40245 members 
Mstep: Class 32 contains 56581 members 
Mstep: Class 33 contains 93394 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2048 members 
Mstep: Class 36 contains 141198 members 
Mstep: Class 37 contains 19046 members 
Mstep: Class 38 contains 49316 members 
Mstep: Class 39 contains 65892 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17159 members 
Mstep: Class 42 contains 5453 members 
Mstep: Class 43 contains 41063 members 
Mstep: Class 44 contains 33610 members 
Mstep: Class 45 contains 5474 members 
Mstep: Class 46 contains 4797 members 
Mstep: Class 47 contains 23440 members 
Mstep: Class 48 contains 18580 members 
Mstep: Class 49 contains 520 members 
Mstep: Class 50 contains 13014 members 
Mstep: Class 51 contains 83467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459064.000000 Penalty: 32677.640625
Iteration 333Q: 51 clusters Score -8.745906e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 86051 members 
Mstep: Class 3 contains 11505 members 
Mstep: Class 4 contains 1124 members 
Mstep: Class 5 contains 37165 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 118284 members 
Mstep: Class 8 contains 75617 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 45094 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 59552 members 
Mstep: Class 13 contains 4700 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 19 contains 69932 members 
Mstep: Class 20 contains 84311 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 87967 members 
Mstep: Class 23 contains 71774 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 2864 members 
Mstep: Class 26 contains 14921 members 
Mstep: Class 27 contains 161348 members 
Mstep: Class 28 contains 5571 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 43460 members 
Mstep: Class 31 contains 40254 members 
Mstep: Class 32 contains 56032 members 
Mstep: Class 33 contains 93376 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2048 members 
Mstep: Class 36 contains 141185 members 
Mstep: Class 37 contains 19046 members 
Mstep: Class 38 contains 49672 members 
Mstep: Class 39 contains 65969 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17161 members 
Mstep: Class 42 contains 5453 members 
Mstep: Class 43 contains 40703 members 
Mstep: Class 44 contains 33975 members 
Mstep: Class 45 contains 5470 members 
Mstep: Class 46 contains 4797 members 
Mstep: Class 47 contains 23667 members 
Mstep: Class 48 contains 18621 members 
Mstep: Class 49 contains 521 members 
Mstep: Class 50 contains 12945 members 
Mstep: Class 51 contains 84452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459176.000000 Penalty: 32677.640625
Iteration 334Q: 51 clusters Score -8.745918e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 86044 members 
Mstep: Class 3 contains 11203 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 37177 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 117768 members 
Mstep: Class 8 contains 75619 members 
Mstep: Class 9 contains 2540 members 
Mstep: Class 10 contains 45004 members 
Mstep: Class 11 contains 8078 members 
Mstep: Class 12 contains 59559 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 19 contains 69960 members 
Mstep: Class 20 contains 84388 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 88090 members 
Mstep: Class 23 contains 71825 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 2861 members 
Mstep: Class 26 contains 14923 members 
Mstep: Class 27 contains 161395 members 
Mstep: Class 28 contains 5621 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 43315 members 
Mstep: Class 31 contains 40254 members 
Mstep: Class 32 contains 55460 members 
Mstep: Class 33 contains 93356 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2049 members 
Mstep: Class 36 contains 141187 members 
Mstep: Class 37 contains 19046 members 
Mstep: Class 38 contains 50053 members 
Mstep: Class 39 contains 66066 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17164 members 
Mstep: Class 42 contains 5451 members 
Mstep: Class 43 contains 40407 members 
Mstep: Class 44 contains 34237 members 
Mstep: Class 45 contains 5466 members 
Mstep: Class 46 contains 4797 members 
Mstep: Class 47 contains 23839 members 
Mstep: Class 48 contains 18627 members 
Mstep: Class 49 contains 521 members 
Mstep: Class 50 contains 12888 members 
Mstep: Class 51 contains 85238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459560.000000 Penalty: 32677.640625
Iteration 335Q: 51 clusters Score -8.745956e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 86058 members 
Mstep: Class 3 contains 10829 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 37183 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 117389 members 
Mstep: Class 8 contains 75614 members 
Mstep: Class 9 contains 2542 members 
Mstep: Class 10 contains 44903 members 
Mstep: Class 11 contains 7989 members 
Mstep: Class 12 contains 59571 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 19 contains 69980 members 
Mstep: Class 20 contains 84473 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 88216 members 
Mstep: Class 23 contains 71863 members 
Mstep: Class 24 contains 8736 members 
Mstep: Class 25 contains 2851 members 
Mstep: Class 26 contains 14928 members 
Mstep: Class 27 contains 161426 members 
Mstep: Class 28 contains 5669 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 43189 members 
Mstep: Class 31 contains 40255 members 
Mstep: Class 32 contains 54810 members 
Mstep: Class 33 contains 93327 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2054 members 
Mstep: Class 36 contains 141175 members 
Mstep: Class 37 contains 19047 members 
Mstep: Class 38 contains 50430 members 
Mstep: Class 39 contains 66145 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17172 members 
Mstep: Class 42 contains 5449 members 
Mstep: Class 43 contains 40172 members 
Mstep: Class 44 contains 34465 members 
Mstep: Class 45 contains 5456 members 
Mstep: Class 46 contains 4798 members 
Mstep: Class 47 contains 24105 members 
Mstep: Class 48 contains 18641 members 
Mstep: Class 49 contains 519 members 
Mstep: Class 50 contains 12825 members 
Mstep: Class 51 contains 85943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459696.000000 Penalty: 32677.640625
Iteration 336Q: 51 clusters Score -8.74597e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 86077 members 
Mstep: Class 3 contains 10446 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 37167 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 117141 members 
Mstep: Class 8 contains 75603 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 44817 members 
Mstep: Class 11 contains 7923 members 
Mstep: Class 12 contains 59588 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 19 contains 70012 members 
Mstep: Class 20 contains 84566 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 88349 members 
Mstep: Class 23 contains 71905 members 
Mstep: Class 24 contains 8732 members 
Mstep: Class 25 contains 2848 members 
Mstep: Class 26 contains 14934 members 
Mstep: Class 27 contains 161457 members 
Mstep: Class 28 contains 5725 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 43051 members 
Mstep: Class 31 contains 40256 members 
Mstep: Class 32 contains 54133 members 
Mstep: Class 33 contains 93301 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2060 members 
Mstep: Class 36 contains 141151 members 
Mstep: Class 37 contains 19048 members 
Mstep: Class 38 contains 50816 members 
Mstep: Class 39 contains 66272 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17185 members 
Mstep: Class 42 contains 5449 members 
Mstep: Class 43 contains 39944 members 
Mstep: Class 44 contains 34782 members 
Mstep: Class 45 contains 5450 members 
Mstep: Class 46 contains 4798 members 
Mstep: Class 47 contains 24275 members 
Mstep: Class 48 contains 18679 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 12755 members 
Mstep: Class 51 contains 86447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459560.000000 Penalty: 32677.640625
Iteration 337Q: 51 clusters Score -8.745956e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 86089 members 
Mstep: Class 3 contains 10223 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 37172 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 116988 members 
Mstep: Class 8 contains 75610 members 
Mstep: Class 9 contains 2543 members 
Mstep: Class 10 contains 44710 members 
Mstep: Class 11 contains 7861 members 
Mstep: Class 12 contains 59608 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 1270 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 19 contains 70048 members 
Mstep: Class 20 contains 84675 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 88494 members 
Mstep: Class 23 contains 71917 members 
Mstep: Class 24 contains 8731 members 
Mstep: Class 25 contains 2846 members 
Mstep: Class 26 contains 14942 members 
Mstep: Class 27 contains 161487 members 
Mstep: Class 28 contains 5766 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 42928 members 
Mstep: Class 31 contains 40256 members 
Mstep: Class 32 contains 53404 members 
Mstep: Class 33 contains 93285 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2062 members 
Mstep: Class 36 contains 141122 members 
Mstep: Class 37 contains 19045 members 
Mstep: Class 38 contains 51222 members 
Mstep: Class 39 contains 66236 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17188 members 
Mstep: Class 42 contains 5447 members 
Mstep: Class 43 contains 39675 members 
Mstep: Class 44 contains 34998 members 
Mstep: Class 45 contains 5444 members 
Mstep: Class 46 contains 4801 members 
Mstep: Class 47 contains 24565 members 
Mstep: Class 48 contains 18709 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 12676 members 
Mstep: Class 51 contains 86910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459464.000000 Penalty: 32677.640625
Iteration 338Q: 51 clusters Score -8.745946e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 86080 members 
Mstep: Class 3 contains 10051 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 37161 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 116908 members 
Mstep: Class 8 contains 75614 members 
Mstep: Class 9 contains 2544 members 
Mstep: Class 10 contains 44627 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 59637 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 1270 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 19 contains 70079 members 
Mstep: Class 20 contains 84790 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 88636 members 
Mstep: Class 23 contains 71935 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 2842 members 
Mstep: Class 26 contains 14949 members 
Mstep: Class 27 contains 161518 members 
Mstep: Class 28 contains 5801 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 42827 members 
Mstep: Class 31 contains 40258 members 
Mstep: Class 32 contains 52595 members 
Mstep: Class 33 contains 93254 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2063 members 
Mstep: Class 36 contains 141110 members 
Mstep: Class 37 contains 19041 members 
Mstep: Class 38 contains 51650 members 
Mstep: Class 39 contains 66253 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17192 members 
Mstep: Class 42 contains 5449 members 
Mstep: Class 43 contains 39436 members 
Mstep: Class 44 contains 35050 members 
Mstep: Class 45 contains 5439 members 
Mstep: Class 46 contains 4802 members 
Mstep: Class 47 contains 24885 members 
Mstep: Class 48 contains 18755 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 12577 members 
Mstep: Class 51 contains 87338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459248.000000 Penalty: 32677.640625
Iteration 339Q: 51 clusters Score -8.745925e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 86052 members 
Mstep: Class 3 contains 9924 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 37152 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 116868 members 
Mstep: Class 8 contains 75617 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 44549 members 
Mstep: Class 11 contains 7763 members 
Mstep: Class 12 contains 59663 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 1270 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 19 contains 70125 members 
Mstep: Class 20 contains 84948 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 88727 members 
Mstep: Class 23 contains 71944 members 
Mstep: Class 24 contains 8731 members 
Mstep: Class 25 contains 2841 members 
Mstep: Class 26 contains 14952 members 
Mstep: Class 27 contains 161567 members 
Mstep: Class 28 contains 5831 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 42746 members 
Mstep: Class 31 contains 40261 members 
Mstep: Class 32 contains 51776 members 
Mstep: Class 33 contains 93208 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2062 members 
Mstep: Class 36 contains 141098 members 
Mstep: Class 37 contains 19039 members 
Mstep: Class 38 contains 52107 members 
Mstep: Class 39 contains 66294 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17193 members 
Mstep: Class 42 contains 5450 members 
Mstep: Class 43 contains 39197 members 
Mstep: Class 44 contains 35022 members 
Mstep: Class 45 contains 5436 members 
Mstep: Class 46 contains 4802 members 
Mstep: Class 47 contains 25150 members 
Mstep: Class 48 contains 18793 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 12510 members 
Mstep: Class 51 contains 87716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459056.000000 Penalty: 32677.640625
Iteration 340F: 51 clusters Score -8.745906e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 86021 members 
Mstep: Class 3 contains 9541 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 37144 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 116916 members 
Mstep: Class 8 contains 75628 members 
Mstep: Class 9 contains 2547 members 
Mstep: Class 10 contains 44473 members 
Mstep: Class 11 contains 7732 members 
Mstep: Class 12 contains 59686 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 19 contains 70184 members 
Mstep: Class 20 contains 85078 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 88819 members 
Mstep: Class 23 contains 71960 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 2839 members 
Mstep: Class 26 contains 14955 members 
Mstep: Class 27 contains 161588 members 
Mstep: Class 28 contains 5851 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 42685 members 
Mstep: Class 31 contains 40260 members 
Mstep: Class 32 contains 50881 members 
Mstep: Class 33 contains 93162 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2062 members 
Mstep: Class 36 contains 141090 members 
Mstep: Class 37 contains 19038 members 
Mstep: Class 38 contains 52596 members 
Mstep: Class 39 contains 66342 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17195 members 
Mstep: Class 42 contains 5448 members 
Mstep: Class 43 contains 39036 members 
Mstep: Class 44 contains 35141 members 
Mstep: Class 45 contains 5436 members 
Mstep: Class 46 contains 4803 members 
Mstep: Class 47 contains 25545 members 
Mstep: Class 48 contains 18838 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 12430 members 
Mstep: Class 51 contains 87964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459088.000000 Penalty: 32677.640625
Iteration 341Q: 51 clusters Score -8.745909e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 86002 members 
Mstep: Class 3 contains 9398 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 37130 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 117025 members 
Mstep: Class 8 contains 75643 members 
Mstep: Class 9 contains 2549 members 
Mstep: Class 10 contains 44386 members 
Mstep: Class 11 contains 7707 members 
Mstep: Class 12 contains 59709 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1698 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 19 contains 70215 members 
Mstep: Class 20 contains 85167 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 88884 members 
Mstep: Class 23 contains 71965 members 
Mstep: Class 24 contains 8729 members 
Mstep: Class 25 contains 2844 members 
Mstep: Class 26 contains 14959 members 
Mstep: Class 27 contains 161596 members 
Mstep: Class 28 contains 5878 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 42634 members 
Mstep: Class 31 contains 40263 members 
Mstep: Class 32 contains 50011 members 
Mstep: Class 33 contains 93116 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2062 members 
Mstep: Class 36 contains 141093 members 
Mstep: Class 37 contains 19037 members 
Mstep: Class 38 contains 53096 members 
Mstep: Class 39 contains 66357 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17198 members 
Mstep: Class 42 contains 5447 members 
Mstep: Class 43 contains 38800 members 
Mstep: Class 44 contains 35091 members 
Mstep: Class 45 contains 5432 members 
Mstep: Class 46 contains 4805 members 
Mstep: Class 47 contains 25969 members 
Mstep: Class 48 contains 18888 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 12380 members 
Mstep: Class 51 contains 88164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459096.000000 Penalty: 32677.640625
Iteration 342Q: 51 clusters Score -8.74591e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 85992 members 
Mstep: Class 3 contains 9265 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 37098 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 117159 members 
Mstep: Class 8 contains 75656 members 
Mstep: Class 9 contains 2553 members 
Mstep: Class 10 contains 44297 members 
Mstep: Class 11 contains 7684 members 
Mstep: Class 12 contains 59736 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 1698 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1611 members 
Mstep: Class 19 contains 70254 members 
Mstep: Class 20 contains 85280 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 88959 members 
Mstep: Class 23 contains 71967 members 
Mstep: Class 24 contains 8731 members 
Mstep: Class 25 contains 2844 members 
Mstep: Class 26 contains 14967 members 
Mstep: Class 27 contains 161588 members 
Mstep: Class 28 contains 5916 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 42571 members 
Mstep: Class 31 contains 40261 members 
Mstep: Class 32 contains 49126 members 
Mstep: Class 33 contains 93064 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2062 members 
Mstep: Class 36 contains 141089 members 
Mstep: Class 37 contains 19035 members 
Mstep: Class 38 contains 53572 members 
Mstep: Class 39 contains 66474 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17205 members 
Mstep: Class 42 contains 5452 members 
Mstep: Class 43 contains 38578 members 
Mstep: Class 44 contains 34955 members 
Mstep: Class 45 contains 5426 members 
Mstep: Class 46 contains 4808 members 
Mstep: Class 47 contains 26311 members 
Mstep: Class 48 contains 18952 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 12321 members 
Mstep: Class 51 contains 88413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459160.000000 Penalty: 32677.640625
Iteration 343Q: 51 clusters Score -8.745916e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 85984 members 
Mstep: Class 3 contains 9174 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 37075 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 117306 members 
Mstep: Class 8 contains 75683 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 44217 members 
Mstep: Class 11 contains 7655 members 
Mstep: Class 12 contains 59750 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 1695 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1612 members 
Mstep: Class 19 contains 70283 members 
Mstep: Class 20 contains 85472 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89018 members 
Mstep: Class 23 contains 71956 members 
Mstep: Class 24 contains 8732 members 
Mstep: Class 25 contains 2847 members 
Mstep: Class 26 contains 14974 members 
Mstep: Class 27 contains 161591 members 
Mstep: Class 28 contains 5946 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 42521 members 
Mstep: Class 31 contains 40261 members 
Mstep: Class 32 contains 48153 members 
Mstep: Class 33 contains 93026 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2063 members 
Mstep: Class 36 contains 141065 members 
Mstep: Class 37 contains 19031 members 
Mstep: Class 38 contains 54041 members 
Mstep: Class 39 contains 66545 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17215 members 
Mstep: Class 42 contains 5453 members 
Mstep: Class 43 contains 38337 members 
Mstep: Class 44 contains 34767 members 
Mstep: Class 45 contains 5427 members 
Mstep: Class 46 contains 4811 members 
Mstep: Class 47 contains 26773 members 
Mstep: Class 48 contains 18995 members 
Mstep: Class 49 contains 517 members 
Mstep: Class 50 contains 12283 members 
Mstep: Class 51 contains 88629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458856.000000 Penalty: 32677.640625
Iteration 344Q: 51 clusters Score -8.745886e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 85978 members 
Mstep: Class 3 contains 9004 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 37069 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 117419 members 
Mstep: Class 8 contains 75710 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 11 contains 7634 members 
Mstep: Class 12 contains 59761 members 
Mstep: Class 13 contains 4701 members 
Mstep: Class 14 contains 1695 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 19 contains 70294 members 
Mstep: Class 20 contains 85683 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89092 members 
Mstep: Class 23 contains 71947 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 2846 members 
Mstep: Class 26 contains 14983 members 
Mstep: Class 27 contains 161619 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 42499 members 
Mstep: Class 31 contains 40262 members 
Mstep: Class 32 contains 47180 members 
Mstep: Class 33 contains 92991 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2064 members 
Mstep: Class 36 contains 141045 members 
Mstep: Class 37 contains 19027 members 
Mstep: Class 38 contains 54533 members 
Mstep: Class 39 contains 66645 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17220 members 
Mstep: Class 42 contains 5454 members 
Mstep: Class 43 contains 38039 members 
Mstep: Class 44 contains 34590 members 
Mstep: Class 45 contains 5427 members 
Mstep: Class 46 contains 4813 members 
Mstep: Class 47 contains 27246 members 
Mstep: Class 48 contains 19041 members 
Mstep: Class 49 contains 515 members 
Mstep: Class 50 contains 12215 members 
Mstep: Class 51 contains 88873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458952.000000 Penalty: 32677.640625
Iteration 345Q: 51 clusters Score -8.745895e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 85989 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 37072 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 117536 members 
Mstep: Class 8 contains 75744 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 44088 members 
Mstep: Class 11 contains 7615 members 
Mstep: Class 12 contains 59785 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 1695 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1610 members 
Mstep: Class 19 contains 70302 members 
Mstep: Class 20 contains 85794 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89157 members 
Mstep: Class 23 contains 71946 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 2842 members 
Mstep: Class 26 contains 14998 members 
Mstep: Class 27 contains 161639 members 
Mstep: Class 28 contains 6014 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 42488 members 
Mstep: Class 31 contains 40259 members 
Mstep: Class 32 contains 46219 members 
Mstep: Class 33 contains 92947 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2064 members 
Mstep: Class 36 contains 141033 members 
Mstep: Class 37 contains 19024 members 
Mstep: Class 38 contains 55012 members 
Mstep: Class 39 contains 66688 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17229 members 
Mstep: Class 42 contains 5452 members 
Mstep: Class 43 contains 37798 members 
Mstep: Class 44 contains 34600 members 
Mstep: Class 45 contains 5420 members 
Mstep: Class 46 contains 4819 members 
Mstep: Class 47 contains 27755 members 
Mstep: Class 48 contains 19071 members 
Mstep: Class 49 contains 513 members 
Mstep: Class 50 contains 12159 members 
Mstep: Class 51 contains 88917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458976.000000 Penalty: 32677.640625
Iteration 346Q: 51 clusters Score -8.745898e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 85987 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 37087 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 117715 members 
Mstep: Class 8 contains 75791 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 44043 members 
Mstep: Class 11 contains 7589 members 
Mstep: Class 12 contains 59800 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 1700 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1609 members 
Mstep: Class 19 contains 70296 members 
Mstep: Class 20 contains 85865 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89232 members 
Mstep: Class 23 contains 71942 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 15010 members 
Mstep: Class 27 contains 161656 members 
Mstep: Class 28 contains 6053 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 42475 members 
Mstep: Class 31 contains 40261 members 
Mstep: Class 32 contains 45281 members 
Mstep: Class 33 contains 92900 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2066 members 
Mstep: Class 36 contains 141015 members 
Mstep: Class 37 contains 19025 members 
Mstep: Class 38 contains 55536 members 
Mstep: Class 39 contains 66862 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17233 members 
Mstep: Class 42 contains 5455 members 
Mstep: Class 43 contains 37499 members 
Mstep: Class 44 contains 34602 members 
Mstep: Class 45 contains 5418 members 
Mstep: Class 46 contains 4824 members 
Mstep: Class 47 contains 28250 members 
Mstep: Class 48 contains 19067 members 
Mstep: Class 49 contains 510 members 
Mstep: Class 50 contains 12105 members 
Mstep: Class 51 contains 88983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458736.000000 Penalty: 32677.640625
Iteration 347Q: 51 clusters Score -8.745874e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 85980 members 
Mstep: Class 3 contains 8347 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 37105 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 117889 members 
Mstep: Class 8 contains 75823 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 43995 members 
Mstep: Class 11 contains 7571 members 
Mstep: Class 12 contains 59832 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 19 contains 70294 members 
Mstep: Class 20 contains 85871 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89287 members 
Mstep: Class 23 contains 71948 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 2835 members 
Mstep: Class 26 contains 15025 members 
Mstep: Class 27 contains 161646 members 
Mstep: Class 28 contains 6095 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 42478 members 
Mstep: Class 31 contains 40264 members 
Mstep: Class 32 contains 44344 members 
Mstep: Class 33 contains 92845 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2070 members 
Mstep: Class 36 contains 141018 members 
Mstep: Class 37 contains 19025 members 
Mstep: Class 38 contains 56085 members 
Mstep: Class 39 contains 66911 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17232 members 
Mstep: Class 42 contains 5459 members 
Mstep: Class 43 contains 37226 members 
Mstep: Class 44 contains 34591 members 
Mstep: Class 45 contains 5420 members 
Mstep: Class 46 contains 4827 members 
Mstep: Class 47 contains 28836 members 
Mstep: Class 48 contains 19063 members 
Mstep: Class 49 contains 506 members 
Mstep: Class 50 contains 12059 members 
Mstep: Class 51 contains 89006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458688.000000 Penalty: 32677.640625
Iteration 348Q: 51 clusters Score -8.745869e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 85997 members 
Mstep: Class 3 contains 8305 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 37116 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 118100 members 
Mstep: Class 8 contains 75861 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 43942 members 
Mstep: Class 11 contains 7548 members 
Mstep: Class 12 contains 59857 members 
Mstep: Class 13 contains 4702 members 
Mstep: Class 14 contains 1703 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 19 contains 70281 members 
Mstep: Class 20 contains 85788 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89337 members 
Mstep: Class 23 contains 71944 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 2828 members 
Mstep: Class 26 contains 15041 members 
Mstep: Class 27 contains 161650 members 
Mstep: Class 28 contains 6154 members 
Mstep: Class 29 contains 658 members 
Mstep: Class 30 contains 42477 members 
Mstep: Class 31 contains 40265 members 
Mstep: Class 32 contains 43517 members 
Mstep: Class 33 contains 92792 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2076 members 
Mstep: Class 36 contains 140998 members 
Mstep: Class 37 contains 19024 members 
Mstep: Class 38 contains 56644 members 
Mstep: Class 39 contains 66807 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17233 members 
Mstep: Class 42 contains 5464 members 
Mstep: Class 43 contains 36873 members 
Mstep: Class 44 contains 34537 members 
Mstep: Class 45 contains 5421 members 
Mstep: Class 46 contains 4828 members 
Mstep: Class 47 contains 29504 members 
Mstep: Class 48 contains 19054 members 
Mstep: Class 49 contains 500 members 
Mstep: Class 50 contains 12023 members 
Mstep: Class 51 contains 89019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458992.000000 Penalty: 32677.640625
Iteration 349Q: 51 clusters Score -8.745899e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 86001 members 
Mstep: Class 3 contains 8076 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 37115 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 118233 members 
Mstep: Class 8 contains 75908 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 43884 members 
Mstep: Class 11 contains 7530 members 
Mstep: Class 12 contains 59879 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 1703 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 19 contains 70281 members 
Mstep: Class 20 contains 85672 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 89406 members 
Mstep: Class 23 contains 71944 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 2825 members 
Mstep: Class 26 contains 15053 members 
Mstep: Class 27 contains 161649 members 
Mstep: Class 28 contains 6226 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 42473 members 
Mstep: Class 31 contains 40265 members 
Mstep: Class 32 contains 42639 members 
Mstep: Class 33 contains 92731 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2081 members 
Mstep: Class 36 contains 140978 members 
Mstep: Class 37 contains 19022 members 
Mstep: Class 38 contains 57272 members 
Mstep: Class 39 contains 66816 members 
Mstep: Class 40 contains 117 members 
Mstep: Class 41 contains 17232 members 
Mstep: Class 42 contains 5469 members 
Mstep: Class 43 contains 36646 members 
Mstep: Class 44 contains 34619 members 
Mstep: Class 45 contains 5417 members 
Mstep: Class 46 contains 4830 members 
Mstep: Class 47 contains 30035 members 
Mstep: Class 48 contains 19084 members 
Mstep: Class 49 contains 495 members 
Mstep: Class 50 contains 11963 members 
Mstep: Class 51 contains 89056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458760.000000 Penalty: 32677.640625
Iteration 350Q: 51 clusters Score -8.745876e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 85990 members 
Mstep: Class 3 contains 7966 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 37137 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 118410 members 
Mstep: Class 8 contains 75959 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 43825 members 
Mstep: Class 11 contains 7513 members 
Mstep: Class 12 contains 59898 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 19 contains 70271 members 
Mstep: Class 20 contains 85499 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 89466 members 
Mstep: Class 23 contains 71956 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 15064 members 
Mstep: Class 27 contains 161654 members 
Mstep: Class 28 contains 6299 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 42457 members 
Mstep: Class 31 contains 40261 members 
Mstep: Class 32 contains 41825 members 
Mstep: Class 33 contains 92676 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2085 members 
Mstep: Class 36 contains 140976 members 
Mstep: Class 37 contains 19021 members 
Mstep: Class 38 contains 57905 members 
Mstep: Class 39 contains 66806 members 
Mstep: Class 40 contains 116 members 
Mstep: Class 41 contains 17228 members 
Mstep: Class 42 contains 5475 members 
Mstep: Class 43 contains 36437 members 
Mstep: Class 44 contains 34656 members 
Mstep: Class 45 contains 5414 members 
Mstep: Class 46 contains 4831 members 
Mstep: Class 47 contains 30475 members 
Mstep: Class 48 contains 19088 members 
Mstep: Class 49 contains 491 members 
Mstep: Class 50 contains 11925 members 
Mstep: Class 51 contains 89040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458592.000000 Penalty: 32677.640625
Iteration 351Q: 51 clusters Score -8.745859e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 85985 members 
Mstep: Class 3 contains 7789 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 37158 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 118574 members 
Mstep: Class 8 contains 75995 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 43794 members 
Mstep: Class 11 contains 7502 members 
Mstep: Class 12 contains 59932 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 19 contains 70267 members 
Mstep: Class 20 contains 85393 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89512 members 
Mstep: Class 23 contains 71943 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 15075 members 
Mstep: Class 27 contains 161654 members 
Mstep: Class 28 contains 6379 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 42446 members 
Mstep: Class 31 contains 40255 members 
Mstep: Class 32 contains 41010 members 
Mstep: Class 33 contains 92620 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2089 members 
Mstep: Class 36 contains 140962 members 
Mstep: Class 37 contains 19022 members 
Mstep: Class 38 contains 58492 members 
Mstep: Class 39 contains 66816 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17224 members 
Mstep: Class 42 contains 5481 members 
Mstep: Class 43 contains 36232 members 
Mstep: Class 44 contains 34692 members 
Mstep: Class 45 contains 5413 members 
Mstep: Class 46 contains 4834 members 
Mstep: Class 47 contains 30944 members 
Mstep: Class 48 contains 19100 members 
Mstep: Class 49 contains 488 members 
Mstep: Class 50 contains 11874 members 
Mstep: Class 51 contains 89033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458680.000000 Penalty: 32677.640625
Iteration 352Q: 51 clusters Score -8.745868e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 85958 members 
Mstep: Class 3 contains 7662 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 37184 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 118671 members 
Mstep: Class 8 contains 76031 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 43763 members 
Mstep: Class 11 contains 7480 members 
Mstep: Class 12 contains 59953 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1703 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 19 contains 70257 members 
Mstep: Class 20 contains 85217 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89566 members 
Mstep: Class 23 contains 71934 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 15079 members 
Mstep: Class 27 contains 161642 members 
Mstep: Class 28 contains 6459 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 42439 members 
Mstep: Class 31 contains 40252 members 
Mstep: Class 32 contains 40265 members 
Mstep: Class 33 contains 92563 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 140950 members 
Mstep: Class 37 contains 19025 members 
Mstep: Class 38 contains 59096 members 
Mstep: Class 39 contains 66854 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17215 members 
Mstep: Class 42 contains 5489 members 
Mstep: Class 43 contains 36010 members 
Mstep: Class 44 contains 34673 members 
Mstep: Class 45 contains 5414 members 
Mstep: Class 46 contains 4836 members 
Mstep: Class 47 contains 31444 members 
Mstep: Class 48 contains 19097 members 
Mstep: Class 49 contains 484 members 
Mstep: Class 50 contains 11831 members 
Mstep: Class 51 contains 89092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459136.000000 Penalty: 32677.640625
Iteration 353Q: 51 clusters Score -8.745914e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 85926 members 
Mstep: Class 3 contains 7579 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 37214 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 118800 members 
Mstep: Class 8 contains 76039 members 
Mstep: Class 9 contains 2558 members 
Mstep: Class 10 contains 43722 members 
Mstep: Class 11 contains 7458 members 
Mstep: Class 12 contains 59985 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 19 contains 70245 members 
Mstep: Class 20 contains 84988 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89649 members 
Mstep: Class 23 contains 71940 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 2817 members 
Mstep: Class 26 contains 15087 members 
Mstep: Class 27 contains 161626 members 
Mstep: Class 28 contains 6527 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 42446 members 
Mstep: Class 31 contains 40249 members 
Mstep: Class 32 contains 39567 members 
Mstep: Class 33 contains 92510 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 140962 members 
Mstep: Class 37 contains 19027 members 
Mstep: Class 38 contains 59717 members 
Mstep: Class 39 contains 66944 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17206 members 
Mstep: Class 42 contains 5492 members 
Mstep: Class 43 contains 35777 members 
Mstep: Class 44 contains 34677 members 
Mstep: Class 45 contains 5416 members 
Mstep: Class 46 contains 4837 members 
Mstep: Class 47 contains 31868 members 
Mstep: Class 48 contains 19109 members 
Mstep: Class 49 contains 482 members 
Mstep: Class 50 contains 11748 members 
Mstep: Class 51 contains 89048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459120.000000 Penalty: 32677.640625
Iteration 354Q: 51 clusters Score -8.745912e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 85895 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 37240 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 118949 members 
Mstep: Class 8 contains 76076 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 43677 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 60019 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 19 contains 70251 members 
Mstep: Class 20 contains 84710 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89727 members 
Mstep: Class 23 contains 71930 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 2817 members 
Mstep: Class 26 contains 15098 members 
Mstep: Class 27 contains 161618 members 
Mstep: Class 28 contains 6589 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 42449 members 
Mstep: Class 31 contains 40250 members 
Mstep: Class 32 contains 38864 members 
Mstep: Class 33 contains 92451 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 140959 members 
Mstep: Class 37 contains 19026 members 
Mstep: Class 38 contains 60352 members 
Mstep: Class 39 contains 67028 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17202 members 
Mstep: Class 42 contains 5494 members 
Mstep: Class 43 contains 35536 members 
Mstep: Class 44 contains 34722 members 
Mstep: Class 45 contains 5415 members 
Mstep: Class 46 contains 4838 members 
Mstep: Class 47 contains 32372 members 
Mstep: Class 48 contains 19135 members 
Mstep: Class 49 contains 481 members 
Mstep: Class 50 contains 11645 members 
Mstep: Class 51 contains 88978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458864.000000 Penalty: 32677.640625
Iteration 355Q: 51 clusters Score -8.745886e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 85899 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 1170 members 
Mstep: Class 5 contains 37252 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 119069 members 
Mstep: Class 8 contains 76116 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 43627 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 60059 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1711 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 19 contains 70242 members 
Mstep: Class 20 contains 84411 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89796 members 
Mstep: Class 23 contains 71919 members 
Mstep: Class 24 contains 8736 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 15102 members 
Mstep: Class 27 contains 161612 members 
Mstep: Class 28 contains 6656 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42458 members 
Mstep: Class 31 contains 40249 members 
Mstep: Class 32 contains 38194 members 
Mstep: Class 33 contains 92398 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 140958 members 
Mstep: Class 37 contains 19026 members 
Mstep: Class 38 contains 60937 members 
Mstep: Class 39 contains 67188 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17201 members 
Mstep: Class 42 contains 5500 members 
Mstep: Class 43 contains 35397 members 
Mstep: Class 44 contains 34718 members 
Mstep: Class 45 contains 5416 members 
Mstep: Class 46 contains 4838 members 
Mstep: Class 47 contains 32681 members 
Mstep: Class 48 contains 19168 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 11570 members 
Mstep: Class 51 contains 88937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458808.000000 Penalty: 32677.640625
Iteration 356Q: 51 clusters Score -8.745881e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 85899 members 
Mstep: Class 3 contains 7290 members 
Mstep: Class 4 contains 1171 members 
Mstep: Class 5 contains 37249 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 119216 members 
Mstep: Class 8 contains 76140 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 43590 members 
Mstep: Class 11 contains 7387 members 
Mstep: Class 12 contains 60115 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1711 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 19 contains 70215 members 
Mstep: Class 20 contains 84007 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 89861 members 
Mstep: Class 23 contains 71917 members 
Mstep: Class 24 contains 8738 members 
Mstep: Class 25 contains 2808 members 
Mstep: Class 26 contains 15108 members 
Mstep: Class 27 contains 161606 members 
Mstep: Class 28 contains 6744 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42461 members 
Mstep: Class 31 contains 40246 members 
Mstep: Class 32 contains 37583 members 
Mstep: Class 33 contains 92326 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2093 members 
Mstep: Class 36 contains 140954 members 
Mstep: Class 37 contains 19027 members 
Mstep: Class 38 contains 61532 members 
Mstep: Class 39 contains 67326 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17208 members 
Mstep: Class 42 contains 5503 members 
Mstep: Class 43 contains 35249 members 
Mstep: Class 44 contains 34762 members 
Mstep: Class 45 contains 5414 members 
Mstep: Class 46 contains 4838 members 
Mstep: Class 47 contains 33067 members 
Mstep: Class 48 contains 19215 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 11474 members 
Mstep: Class 51 contains 88856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458808.000000 Penalty: 32677.640625
Iteration 357Q: 51 clusters Score -8.745881e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 85893 members 
Mstep: Class 3 contains 7198 members 
Mstep: Class 4 contains 1177 members 
Mstep: Class 5 contains 37253 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 119338 members 
Mstep: Class 8 contains 76144 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 43546 members 
Mstep: Class 11 contains 7366 members 
Mstep: Class 12 contains 60157 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 19 contains 70192 members 
Mstep: Class 20 contains 83539 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 89937 members 
Mstep: Class 23 contains 71915 members 
Mstep: Class 24 contains 8738 members 
Mstep: Class 25 contains 2803 members 
Mstep: Class 26 contains 15114 members 
Mstep: Class 27 contains 161611 members 
Mstep: Class 28 contains 6828 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42473 members 
Mstep: Class 31 contains 40243 members 
Mstep: Class 32 contains 36953 members 
Mstep: Class 33 contains 92267 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 140944 members 
Mstep: Class 37 contains 19025 members 
Mstep: Class 38 contains 62164 members 
Mstep: Class 39 contains 67435 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17213 members 
Mstep: Class 42 contains 5508 members 
Mstep: Class 43 contains 35169 members 
Mstep: Class 44 contains 34784 members 
Mstep: Class 45 contains 5417 members 
Mstep: Class 46 contains 4839 members 
Mstep: Class 47 contains 33470 members 
Mstep: Class 48 contains 19242 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 11377 members 
Mstep: Class 51 contains 88832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458616.000000 Penalty: 32677.640625
Iteration 358Q: 51 clusters Score -8.745862e+07 nChanged 3229
Entering ConstructFrom: 
Score: -87458616.000000 Penalty: 32677.640625
Entering ConstructFrom: 
Trying to split cluster 1 (3117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Entering Unmasked Estep 
Score: -168588.703125 Penalty: 366.030487
	Iteration 0F: 2 clusters Score -168588.7 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 1577 members 
Entering Unmasked Estep 
Score: -166406.546875 Penalty: 732.060974
	Iteration 0F: 3 clusters Score -166406.5 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -167129.984375 Penalty: 732.060974
	Iteration 1F: 3 clusters Score -167130 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -167233.656250 Penalty: 732.060974
	Iteration 2F: 3 clusters Score -167233.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -167321.171875 Penalty: 732.060974
	Iteration 3F: 3 clusters Score -167321.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -167411.093750 Penalty: 732.060974
	Iteration 4F: 3 clusters Score -167411.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -167508.125000 Penalty: 732.060974
	Iteration 5F: 3 clusters Score -167508.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -167627.984375 Penalty: 732.060974
	Iteration 6Q: 3 clusters Score -167628 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -167769.906250 Penalty: 732.060974
	Iteration 7F: 3 clusters Score -167769.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -167879.796875 Penalty: 732.060974
	Iteration 8F: 3 clusters Score -167879.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -167937.328125 Penalty: 732.060974
	Iteration 9Q: 3 clusters Score -167937.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -167968.078125 Penalty: 732.060974
	Iteration 10Q: 3 clusters Score -167968.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -167989.187500 Penalty: 732.060974
	Iteration 11Q: 3 clusters Score -167989.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -167999.328125 Penalty: 732.060974
	Iteration 12Q: 3 clusters Score -167999.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -168006.281250 Penalty: 732.060974
	Iteration 13Q: 3 clusters Score -168006.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -168011.406250 Penalty: 732.060974
	Iteration 14Q: 3 clusters Score -168011.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -168015.578125 Penalty: 732.060974
	Iteration 15Q: 3 clusters Score -168015.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -168021.796875 Penalty: 732.060974
	Iteration 16Q: 3 clusters Score -168021.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -168026.109375 Penalty: 732.060974
	Iteration 17Q: 3 clusters Score -168026.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -168028.234375 Penalty: 732.060974
	Iteration 18Q: 3 clusters Score -168028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -168028.875000 Penalty: 732.060974
	Iteration 19Q: 3 clusters Score -168028.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -168029.546875 Penalty: 732.060974
	Iteration 20F: 3 clusters Score -168029.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -168031.046875 Penalty: 732.060974
	Iteration 21Q: 3 clusters Score -168031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -168033.218750 Penalty: 732.060974
	Iteration 22Q: 3 clusters Score -168033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -168035.734375 Penalty: 732.060974
	Iteration 23Q: 3 clusters Score -168035.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -168038.234375 Penalty: 732.060974
	Iteration 24Q: 3 clusters Score -168038.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -168040.859375 Penalty: 732.060974
	Iteration 25Q: 3 clusters Score -168040.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -168043.546875 Penalty: 732.060974
	Iteration 26Q: 3 clusters Score -168043.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -168044.984375 Penalty: 732.060974
	Iteration 27Q: 3 clusters Score -168045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -168045.515625 Penalty: 732.060974
	Iteration 28Q: 3 clusters Score -168045.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -168046.375000 Penalty: 732.060974
	Iteration 29Q: 3 clusters Score -168046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -168047.343750 Penalty: 732.060974
	Iteration 30Q: 3 clusters Score -168047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -168047.562500 Penalty: 732.060974
	Iteration 31Q: 3 clusters Score -168047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -168048.000000 Penalty: 732.060974
	Iteration 32Q: 3 clusters Score -168048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -168047.921875 Penalty: 732.060974
	Iteration 33Q: 3 clusters Score -168047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -168047.828125 Penalty: 732.060974
	Iteration 34Q: 3 clusters Score -168047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -168047.828125 Penalty: 732.060974
	Iteration 35F: 3 clusters Score -168047.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Entering Unmasked Estep 
Score: -4534795.000000 Penalty: 516.914795
	Iteration 0F: 2 clusters Score -4534795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -4477161.000000 Penalty: 1033.829590
	Iteration 0F: 3 clusters Score -4477161 nChanged 42070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -4502984.500000 Penalty: 1033.829590
	Iteration 1F: 3 clusters Score -4502984 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -4504303.500000 Penalty: 1033.829590
	Iteration 2Q: 3 clusters Score -4504304 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4506696.000000 Penalty: 1033.829590
	Iteration 3F: 3 clusters Score -4506696 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4511056.000000 Penalty: 1033.829590
	Iteration 4F: 3 clusters Score -4511056 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4517541.500000 Penalty: 1033.829590
	Iteration 5F: 3 clusters Score -4517542 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -4524362.500000 Penalty: 1033.829590
	Iteration 6F: 3 clusters Score -4524362 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -4528943.500000 Penalty: 1033.829590
	Iteration 7F: 3 clusters Score -4528944 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4531504.500000 Penalty: 1033.829590
	Iteration 8Q: 3 clusters Score -4531504 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4532860.500000 Penalty: 1033.829590
	Iteration 9Q: 3 clusters Score -4532860 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4533555.000000 Penalty: 1033.829590
	Iteration 10Q: 3 clusters Score -4533555 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85175 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4533906.500000 Penalty: 1033.829590
	Iteration 11Q: 3 clusters Score -4533906 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85423 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4534071.500000 Penalty: 1033.829590
	Iteration 12Q: 3 clusters Score -4534072 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4534193.500000 Penalty: 1033.829590
	Iteration 13Q: 3 clusters Score -4534194 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4534259.000000 Penalty: 1033.829590
	Iteration 14Q: 3 clusters Score -4534259 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4534300.500000 Penalty: 1033.829590
	Iteration 15Q: 3 clusters Score -4534300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4534316.000000 Penalty: 1033.829590
	Iteration 16Q: 3 clusters Score -4534316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4534322.000000 Penalty: 1033.829590
	Iteration 17Q: 3 clusters Score -4534322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4534326.000000 Penalty: 1033.829590
	Iteration 18Q: 3 clusters Score -4534326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4534328.500000 Penalty: 1033.829590
	Iteration 19Q: 3 clusters Score -4534328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85733 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4534337.500000 Penalty: 1033.829590
	Iteration 20F: 3 clusters Score -4534338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85734 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -4534338.500000 Penalty: 1033.829590
	Iteration 21Q: 3 clusters Score -4534338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85736 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4534344.000000 Penalty: 1033.829590
	Iteration 22Q: 3 clusters Score -4534344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85736 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4534343.500000 Penalty: 1033.829590
	Iteration 23Q: 3 clusters Score -4534344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85738 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4534347.500000 Penalty: 1033.829590
	Iteration 24Q: 3 clusters Score -4534348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4534351.500000 Penalty: 1033.829590
	Iteration 25Q: 3 clusters Score -4534352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4534353.000000 Penalty: 1033.829590
	Iteration 26Q: 3 clusters Score -4534353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4534353.000000 Penalty: 1033.829590
	Iteration 27F: 3 clusters Score -4534353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Entering Unmasked Estep 
Score: -405951.281250 Penalty: 403.165619
	Iteration 0F: 2 clusters Score -405951.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -401273.343750 Penalty: 806.331238
	Iteration 0F: 3 clusters Score -401273.3 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -402990.531250 Penalty: 806.331238
	Iteration 1F: 3 clusters Score -402990.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -403132.468750 Penalty: 806.331238
	Iteration 2F: 3 clusters Score -403132.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -403308.250000 Penalty: 806.331238
	Iteration 3F: 3 clusters Score -403308.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -403512.906250 Penalty: 806.331238
	Iteration 4F: 3 clusters Score -403512.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -403802.437500 Penalty: 806.331238
	Iteration 5F: 3 clusters Score -403802.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -404160.156250 Penalty: 806.331238
	Iteration 6F: 3 clusters Score -404160.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -404486.625000 Penalty: 806.331238
	Iteration 7F: 3 clusters Score -404486.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -404674.187500 Penalty: 806.331238
	Iteration 8Q: 3 clusters Score -404674.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -404760.375000 Penalty: 806.331238
	Iteration 9Q: 3 clusters Score -404760.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -404840.093750 Penalty: 806.331238
	Iteration 10Q: 3 clusters Score -404840.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -404928.562500 Penalty: 806.331238
	Iteration 11Q: 3 clusters Score -404928.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -405013.156250 Penalty: 806.331238
	Iteration 12Q: 3 clusters Score -405013.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -405104.843750 Penalty: 806.331238
	Iteration 13Q: 3 clusters Score -405104.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -405175.375000 Penalty: 806.331238
	Iteration 14Q: 3 clusters Score -405175.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -405245.250000 Penalty: 806.331238
	Iteration 15Q: 3 clusters Score -405245.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -405291.812500 Penalty: 806.331238
	Iteration 16Q: 3 clusters Score -405291.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -405322.718750 Penalty: 806.331238
	Iteration 17Q: 3 clusters Score -405322.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -405360.468750 Penalty: 806.331238
	Iteration 18Q: 3 clusters Score -405360.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -405388.687500 Penalty: 806.331238
	Iteration 19Q: 3 clusters Score -405388.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -405432.125000 Penalty: 806.331238
	Iteration 20F: 3 clusters Score -405432.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -405450.062500 Penalty: 806.331238
	Iteration 21Q: 3 clusters Score -405450.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -405467.031250 Penalty: 806.331238
	Iteration 22Q: 3 clusters Score -405467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -405473.375000 Penalty: 806.331238
	Iteration 23Q: 3 clusters Score -405473.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -405489.968750 Penalty: 806.331238
	Iteration 24Q: 3 clusters Score -405490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -405493.281250 Penalty: 806.331238
	Iteration 25Q: 3 clusters Score -405493.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -405522.406250 Penalty: 806.331238
	Iteration 26Q: 3 clusters Score -405522.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -405534.468750 Penalty: 806.331238
	Iteration 27Q: 3 clusters Score -405534.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -405538.968750 Penalty: 806.331238
	Iteration 28Q: 3 clusters Score -405539 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -405537.156250 Penalty: 806.331238
	Iteration 29Q: 3 clusters Score -405537.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -405545.625000 Penalty: 806.331238
	Iteration 30Q: 3 clusters Score -405545.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -405574.875000 Penalty: 806.331238
	Iteration 31Q: 3 clusters Score -405574.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -405551.250000 Penalty: 806.331238
	Iteration 32Q: 3 clusters Score -405551.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -405573.093750 Penalty: 806.331238
	Iteration 33Q: 3 clusters Score -405573.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -405591.187500 Penalty: 806.331238
	Iteration 34Q: 3 clusters Score -405591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -405564.375000 Penalty: 806.331238
	Iteration 35Q: 3 clusters Score -405564.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -405561.375000 Penalty: 806.331238
	Iteration 36Q: 3 clusters Score -405561.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -405560.968750 Penalty: 806.331238
	Iteration 37Q: 3 clusters Score -405561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -405592.875000 Penalty: 806.331238
	Iteration 38Q: 3 clusters Score -405592.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -405585.125000 Penalty: 806.331238
	Iteration 39Q: 3 clusters Score -405585.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -405604.156250 Penalty: 806.331238
	Iteration 40F: 3 clusters Score -405604.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -405555.437500 Penalty: 806.331238
	Iteration 41Q: 3 clusters Score -405555.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 1: covariance matrix is	singular
Score: -405647.656250 Penalty: 806.331238
	Iteration 42Q: 3 clusters Score -405647.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -405768.187500 Penalty: 403.165619
	Iteration 43Q: 2 clusters Score -405768.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -405951.281250 Penalty: 403.165619
	Iteration 44Q: 2 clusters Score -405951.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -405951.281250 Penalty: 403.165619
	Iteration 45F: 2 clusters Score -405951.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Entering Unmasked Estep 
Score: -70273.085938 Penalty: 321.872314
	Iteration 0F: 2 clusters Score -70273.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -69360.734375 Penalty: 643.744629
	Iteration 0F: 3 clusters Score -69360.73 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -69596.570312 Penalty: 643.744629
	Iteration 1F: 3 clusters Score -69596.57 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -69636.210938 Penalty: 643.744629
	Iteration 2F: 3 clusters Score -69636.21 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -69654.734375 Penalty: 643.744629
	Iteration 3Q: 3 clusters Score -69654.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69659.335938 Penalty: 643.744629
	Iteration 4Q: 3 clusters Score -69659.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -69662.804688 Penalty: 643.744629
	Iteration 5Q: 3 clusters Score -69662.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -69668.226562 Penalty: 643.744629
	Iteration 6Q: 3 clusters Score -69668.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -69672.250000 Penalty: 643.744629
	Iteration 7Q: 3 clusters Score -69672.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -69676.070312 Penalty: 643.744629
	Iteration 8Q: 3 clusters Score -69676.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -69682.531250 Penalty: 643.744629
	Iteration 9Q: 3 clusters Score -69682.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -69690.929688 Penalty: 643.744629
	Iteration 10Q: 3 clusters Score -69690.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -69708.562500 Penalty: 643.744629
	Iteration 11Q: 3 clusters Score -69708.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -69732.000000 Penalty: 643.744629
	Iteration 12Q: 3 clusters Score -69732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -69755.539062 Penalty: 643.744629
	Iteration 13Q: 3 clusters Score -69755.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -69776.468750 Penalty: 643.744629
	Iteration 14Q: 3 clusters Score -69776.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -69791.757812 Penalty: 643.744629
	Iteration 15Q: 3 clusters Score -69791.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -69805.414062 Penalty: 643.744629
	Iteration 16Q: 3 clusters Score -69805.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -69825.867188 Penalty: 643.744629
	Iteration 17Q: 3 clusters Score -69825.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -69852.765625 Penalty: 643.744629
	Iteration 18Q: 3 clusters Score -69852.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -69879.953125 Penalty: 643.744629
	Iteration 19Q: 3 clusters Score -69879.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -69902.875000 Penalty: 643.744629
	Iteration 20F: 3 clusters Score -69902.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -69915.859375 Penalty: 643.744629
	Iteration 21Q: 3 clusters Score -69915.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -69925.140625 Penalty: 643.744629
	Iteration 22Q: 3 clusters Score -69925.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -69936.460938 Penalty: 643.744629
	Iteration 23Q: 3 clusters Score -69936.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -69943.453125 Penalty: 643.744629
	Iteration 24Q: 3 clusters Score -69943.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -69947.070312 Penalty: 643.744629
	Iteration 25Q: 3 clusters Score -69947.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -69950.140625 Penalty: 643.744629
	Iteration 26Q: 3 clusters Score -69950.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -69952.101562 Penalty: 643.744629
	Iteration 27Q: 3 clusters Score -69952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -69953.921875 Penalty: 643.744629
	Iteration 28Q: 3 clusters Score -69953.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -69954.820312 Penalty: 643.744629
	Iteration 29Q: 3 clusters Score -69954.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -69956.437500 Penalty: 643.744629
	Iteration 30Q: 3 clusters Score -69956.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -69958.007812 Penalty: 643.744629
	Iteration 31Q: 3 clusters Score -69958.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -69958.890625 Penalty: 643.744629
	Iteration 32Q: 3 clusters Score -69958.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -69958.890625 Penalty: 643.744629
	Iteration 33F: 3 clusters Score -69958.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Entering Unmasked Estep 
Score: -2035343.250000 Penalty: 478.920685
	Iteration 0F: 2 clusters Score -2035343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2010402.750000 Penalty: 957.841370
	Iteration 0F: 3 clusters Score -2010403 nChanged 17946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2021713.750000 Penalty: 957.841370
	Iteration 1F: 3 clusters Score -2021714 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2023182.375000 Penalty: 957.841370
	Iteration 2F: 3 clusters Score -2023182 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -2025402.875000 Penalty: 957.841370
	Iteration 3F: 3 clusters Score -2025403 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -2028335.750000 Penalty: 957.841370
	Iteration 4F: 3 clusters Score -2028336 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -2031093.250000 Penalty: 957.841370
	Iteration 5F: 3 clusters Score -2031093 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -2032992.250000 Penalty: 957.841370
	Iteration 6Q: 3 clusters Score -2032992 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -2033944.500000 Penalty: 957.841370
	Iteration 7Q: 3 clusters Score -2033944 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -2034385.875000 Penalty: 957.841370
	Iteration 8Q: 3 clusters Score -2034386 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -2034616.000000 Penalty: 957.841370
	Iteration 9Q: 3 clusters Score -2034616 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -2034737.250000 Penalty: 957.841370
	Iteration 10Q: 3 clusters Score -2034737 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -2034817.250000 Penalty: 957.841370
	Iteration 11Q: 3 clusters Score -2034817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -2034861.125000 Penalty: 957.841370
	Iteration 12Q: 3 clusters Score -2034861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -2034890.875000 Penalty: 957.841370
	Iteration 13Q: 3 clusters Score -2034891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -2034912.500000 Penalty: 957.841370
	Iteration 14Q: 3 clusters Score -2034912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -2034929.250000 Penalty: 957.841370
	Iteration 15Q: 3 clusters Score -2034929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -2034936.500000 Penalty: 957.841370
	Iteration 16Q: 3 clusters Score -2034936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -2034939.750000 Penalty: 957.841370
	Iteration 17Q: 3 clusters Score -2034940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -2034944.250000 Penalty: 957.841370
	Iteration 18Q: 3 clusters Score -2034944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -2034945.875000 Penalty: 957.841370
	Iteration 19Q: 3 clusters Score -2034946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -2034948.000000 Penalty: 957.841370
	Iteration 20F: 3 clusters Score -2034948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -2034950.625000 Penalty: 957.841370
	Iteration 21Q: 3 clusters Score -2034951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -2034953.250000 Penalty: 957.841370
	Iteration 22Q: 3 clusters Score -2034953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -2034954.500000 Penalty: 957.841370
	Iteration 23Q: 3 clusters Score -2034954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -2034956.125000 Penalty: 957.841370
	Iteration 24Q: 3 clusters Score -2034956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -2034953.625000 Penalty: 957.841370
	Iteration 25Q: 3 clusters Score -2034954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -2034957.500000 Penalty: 957.841370
	Iteration 26Q: 3 clusters Score -2034958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -2034959.250000 Penalty: 957.841370
	Iteration 27Q: 3 clusters Score -2034959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -2034960.125000 Penalty: 957.841370
	Iteration 28Q: 3 clusters Score -2034960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -2034960.125000 Penalty: 957.841370
	Iteration 29Q: 3 clusters Score -2034960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -2034960.125000 Penalty: 957.841370
	Iteration 30F: 3 clusters Score -2034960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -109528.000000 Penalty: 346.203613
	Iteration 0F: 2 clusters Score -109528 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 1037 members 
Entering Unmasked Estep 
Score: -108061.085938 Penalty: 692.407227
	Iteration 0F: 3 clusters Score -108061.1 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -108516.375000 Penalty: 692.407227
	Iteration 1F: 3 clusters Score -108516.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -108603.898438 Penalty: 692.407227
	Iteration 2F: 3 clusters Score -108603.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -108684.390625 Penalty: 692.407227
	Iteration 3F: 3 clusters Score -108684.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -108769.476562 Penalty: 692.407227
	Iteration 4F: 3 clusters Score -108769.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -108849.000000 Penalty: 692.407227
	Iteration 5F: 3 clusters Score -108849 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -108917.054688 Penalty: 692.407227
	Iteration 6Q: 3 clusters Score -108917.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -108968.039062 Penalty: 692.407227
	Iteration 7Q: 3 clusters Score -108968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -109000.281250 Penalty: 692.407227
	Iteration 8Q: 3 clusters Score -109000.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -109028.640625 Penalty: 692.407227
	Iteration 9Q: 3 clusters Score -109028.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -109050.375000 Penalty: 692.407227
	Iteration 10Q: 3 clusters Score -109050.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -109066.351562 Penalty: 692.407227
	Iteration 11Q: 3 clusters Score -109066.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -109080.023438 Penalty: 692.407227
	Iteration 12Q: 3 clusters Score -109080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -109091.273438 Penalty: 692.407227
	Iteration 13Q: 3 clusters Score -109091.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -109099.835938 Penalty: 692.407227
	Iteration 14Q: 3 clusters Score -109099.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -109104.992188 Penalty: 692.407227
	Iteration 15Q: 3 clusters Score -109105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -109109.125000 Penalty: 692.407227
	Iteration 16Q: 3 clusters Score -109109.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -109117.351562 Penalty: 692.407227
	Iteration 17Q: 3 clusters Score -109117.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -109120.984375 Penalty: 692.407227
	Iteration 18Q: 3 clusters Score -109121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -109124.742188 Penalty: 692.407227
	Iteration 19Q: 3 clusters Score -109124.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -109126.835938 Penalty: 692.407227
	Iteration 20F: 3 clusters Score -109126.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -109129.406250 Penalty: 692.407227
	Iteration 21Q: 3 clusters Score -109129.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -109130.062500 Penalty: 692.407227
	Iteration 22Q: 3 clusters Score -109130.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -109130.429688 Penalty: 692.407227
	Iteration 23Q: 3 clusters Score -109130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -109131.781250 Penalty: 692.407227
	Iteration 24Q: 3 clusters Score -109131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -109133.484375 Penalty: 692.407227
	Iteration 25Q: 3 clusters Score -109133.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -109135.132812 Penalty: 692.407227
	Iteration 26Q: 3 clusters Score -109135.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -109136.218750 Penalty: 692.407227
	Iteration 27Q: 3 clusters Score -109136.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -109137.210938 Penalty: 692.407227
	Iteration 28Q: 3 clusters Score -109137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -109137.781250 Penalty: 692.407227
	Iteration 29Q: 3 clusters Score -109137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -109138.296875 Penalty: 692.407227
	Iteration 30Q: 3 clusters Score -109138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -109138.453125 Penalty: 692.407227
	Iteration 31Q: 3 clusters Score -109138.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -109138.492188 Penalty: 692.407227
	Iteration 32Q: 3 clusters Score -109138.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -109138.789062 Penalty: 692.407227
	Iteration 33Q: 3 clusters Score -109138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -109139.250000 Penalty: 692.407227
	Iteration 34Q: 3 clusters Score -109139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -109139.609375 Penalty: 692.407227
	Iteration 35Q: 3 clusters Score -109139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -109140.765625 Penalty: 692.407227
	Iteration 36Q: 3 clusters Score -109140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -109141.867188 Penalty: 692.407227
	Iteration 37Q: 3 clusters Score -109141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -109143.218750 Penalty: 692.407227
	Iteration 38Q: 3 clusters Score -109143.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -109144.812500 Penalty: 692.407227
	Iteration 39Q: 3 clusters Score -109144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -109147.093750 Penalty: 692.407227
	Iteration 40F: 3 clusters Score -109147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -109148.671875 Penalty: 692.407227
	Iteration 41Q: 3 clusters Score -109148.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -109149.445312 Penalty: 692.407227
	Iteration 42Q: 3 clusters Score -109149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -109150.179688 Penalty: 692.407227
	Iteration 43Q: 3 clusters Score -109150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -109150.937500 Penalty: 692.407227
	Iteration 44Q: 3 clusters Score -109150.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -109152.265625 Penalty: 692.407227
	Iteration 45Q: 3 clusters Score -109152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -109152.695312 Penalty: 692.407227
	Iteration 46Q: 3 clusters Score -109152.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -109153.609375 Penalty: 692.407227
	Iteration 47Q: 3 clusters Score -109153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -109154.593750 Penalty: 692.407227
	Iteration 48Q: 3 clusters Score -109154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -109155.578125 Penalty: 692.407227
	Iteration 49Q: 3 clusters Score -109155.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -109156.203125 Penalty: 692.407227
	Iteration 50Q: 3 clusters Score -109156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -109157.078125 Penalty: 692.407227
	Iteration 51Q: 3 clusters Score -109157.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -109157.429688 Penalty: 692.407227
	Iteration 52Q: 3 clusters Score -109157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -109157.687500 Penalty: 692.407227
	Iteration 53Q: 3 clusters Score -109157.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -109157.687500 Penalty: 692.407227
	Iteration 54F: 3 clusters Score -109157.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (119480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119480 members 
Entering Unmasked Estep 
Score: -6563016.500000 Penalty: 531.936157
	Iteration 0F: 2 clusters Score -6563016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -6487385.000000 Penalty: 1063.872314
	Iteration 0F: 3 clusters Score -6487385 nChanged 58530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 63736 members 
Entering Unmasked Estep 
Score: -6523175.000000 Penalty: 1063.872314
	Iteration 1F: 3 clusters Score -6523175 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -6525055.500000 Penalty: 1063.872314
	Iteration 2Q: 3 clusters Score -6525056 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -6528137.500000 Penalty: 1063.872314
	Iteration 3F: 3 clusters Score -6528138 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 74414 members 
Entering Unmasked Estep 
Score: -6533123.500000 Penalty: 1063.872314
	Iteration 4F: 3 clusters Score -6533124 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -6539989.500000 Penalty: 1063.872314
	Iteration 5F: 3 clusters Score -6539990 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -6546121.000000 Penalty: 1063.872314
	Iteration 6F: 3 clusters Score -6546121 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -6549215.500000 Penalty: 1063.872314
	Iteration 7F: 3 clusters Score -6549216 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -6550612.000000 Penalty: 1063.872314
	Iteration 8Q: 3 clusters Score -6550612 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 96694 members 
Entering Unmasked Estep 
Score: -6551843.000000 Penalty: 1063.872314
	Iteration 9Q: 3 clusters Score -6551843 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 101306 members 
Entering Unmasked Estep 
Score: -6553158.000000 Penalty: 1063.872314
	Iteration 10Q: 3 clusters Score -6553158 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -6554738.500000 Penalty: 1063.872314
	Iteration 11Q: 3 clusters Score -6554738 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 108929 members 
Entering Unmasked Estep 
Score: -6556361.000000 Penalty: 1063.872314
	Iteration 12Q: 3 clusters Score -6556361 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 111627 members 
Entering Unmasked Estep 
Score: -6557692.000000 Penalty: 1063.872314
	Iteration 13Q: 3 clusters Score -6557692 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 113707 members 
Entering Unmasked Estep 
Score: -6558902.000000 Penalty: 1063.872314
	Iteration 14Q: 3 clusters Score -6558902 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -6559838.000000 Penalty: 1063.872314
	Iteration 15Q: 3 clusters Score -6559838 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 116550 members 
Entering Unmasked Estep 
Score: -6560553.500000 Penalty: 1063.872314
	Iteration 16Q: 3 clusters Score -6560554 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 117459 members 
Entering Unmasked Estep 
Score: -6561111.500000 Penalty: 1063.872314
	Iteration 17Q: 3 clusters Score -6561112 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 118132 members 
Entering Unmasked Estep 
Score: -6561568.500000 Penalty: 1063.872314
	Iteration 18Q: 3 clusters Score -6561568 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 118580 members 
Entering Unmasked Estep 
Score: -6561881.000000 Penalty: 1063.872314
	Iteration 19Q: 3 clusters Score -6561881 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 118881 members 
Entering Unmasked Estep 
Score: -6562114.000000 Penalty: 1063.872314
	Iteration 20F: 3 clusters Score -6562114 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 119061 members 
Entering Unmasked Estep 
Score: -6562242.000000 Penalty: 1063.872314
	Iteration 21Q: 3 clusters Score -6562242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 119171 members 
Entering Unmasked Estep 
Score: -6562342.000000 Penalty: 1063.872314
	Iteration 22Q: 3 clusters Score -6562342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 119246 members 
Entering Unmasked Estep 
Score: -6562397.000000 Penalty: 1063.872314
	Iteration 23Q: 3 clusters Score -6562397 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 119298 members 
Entering Unmasked Estep 
Score: -6562430.000000 Penalty: 1063.872314
	Iteration 24Q: 3 clusters Score -6562430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 119329 members 
Entering Unmasked Estep 
Score: -6562453.000000 Penalty: 1063.872314
	Iteration 25Q: 3 clusters Score -6562453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 119343 members 
Entering Unmasked Estep 
Score: -6562468.500000 Penalty: 1063.872314
	Iteration 26Q: 3 clusters Score -6562468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 119350 members 
Entering Unmasked Estep 
Score: -6562476.500000 Penalty: 1063.872314
	Iteration 27Q: 3 clusters Score -6562476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 119355 members 
Entering Unmasked Estep 
Score: -6562486.000000 Penalty: 1063.872314
	Iteration 28Q: 3 clusters Score -6562486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119358 members 
Entering Unmasked Estep 
Score: -6562495.500000 Penalty: 1063.872314
	Iteration 29Q: 3 clusters Score -6562496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
Score: -6562504.000000 Penalty: 1063.872314
	Iteration 30Q: 3 clusters Score -6562504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119362 members 
Entering Unmasked Estep 
Score: -6562514.000000 Penalty: 1063.872314
	Iteration 31Q: 3 clusters Score -6562514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 119366 members 
Entering Unmasked Estep 
Score: -6562516.000000 Penalty: 1063.872314
	Iteration 32Q: 3 clusters Score -6562516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119368 members 
Entering Unmasked Estep 
Score: -6562519.000000 Penalty: 1063.872314
	Iteration 33Q: 3 clusters Score -6562519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119372 members 
Entering Unmasked Estep 
Score: -6562525.000000 Penalty: 1063.872314
	Iteration 34Q: 3 clusters Score -6562525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 119375 members 
Entering Unmasked Estep 
Score: -6562528.000000 Penalty: 1063.872314
	Iteration 35Q: 3 clusters Score -6562528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 119376 members 
Entering Unmasked Estep 
Score: -6562531.000000 Penalty: 1063.872314
	Iteration 36Q: 3 clusters Score -6562531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 119377 members 
Entering Unmasked Estep 
Score: -6562526.000000 Penalty: 1063.872314
	Iteration 37Q: 3 clusters Score -6562526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 119377 members 
Entering Unmasked Estep 
Score: -6562526.000000 Penalty: 1063.872314
	Iteration 38F: 3 clusters Score -6562526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Entering Unmasked Estep 
Score: -4062556.500000 Penalty: 511.445099
	Iteration 0F: 2 clusters Score -4062556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4011237.500000 Penalty: 1022.890198
	Iteration 0F: 3 clusters Score -4011238 nChanged 37103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -4035177.500000 Penalty: 1022.890198
	Iteration 1F: 3 clusters Score -4035178 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -4036811.500000 Penalty: 1022.890198
	Iteration 2Q: 3 clusters Score -4036812 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4039311.250000 Penalty: 1022.890198
	Iteration 3F: 3 clusters Score -4039311 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4042890.250000 Penalty: 1022.890198
	Iteration 4F: 3 clusters Score -4042890 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4047174.500000 Penalty: 1022.890198
	Iteration 5F: 3 clusters Score -4047174 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4050381.000000 Penalty: 1022.890198
	Iteration 6F: 3 clusters Score -4050381 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4051882.250000 Penalty: 1022.890198
	Iteration 7Q: 3 clusters Score -4051882 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4052702.250000 Penalty: 1022.890198
	Iteration 8Q: 3 clusters Score -4052702 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4053381.250000 Penalty: 1022.890198
	Iteration 9Q: 3 clusters Score -4053381 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4054002.000000 Penalty: 1022.890198
	Iteration 10Q: 3 clusters Score -4054002 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -4054627.000000 Penalty: 1022.890198
	Iteration 11Q: 3 clusters Score -4054627 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -4055259.000000 Penalty: 1022.890198
	Iteration 12Q: 3 clusters Score -4055259 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -4055745.750000 Penalty: 1022.890198
	Iteration 13Q: 3 clusters Score -4055746 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -4056210.750000 Penalty: 1022.890198
	Iteration 14Q: 3 clusters Score -4056211 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -4056586.750000 Penalty: 1022.890198
	Iteration 15Q: 3 clusters Score -4056587 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -4056857.250000 Penalty: 1022.890198
	Iteration 16Q: 3 clusters Score -4056857 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -4057071.000000 Penalty: 1022.890198
	Iteration 17Q: 3 clusters Score -4057071 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -4057191.750000 Penalty: 1022.890198
	Iteration 18Q: 3 clusters Score -4057192 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -4057298.000000 Penalty: 1022.890198
	Iteration 19Q: 3 clusters Score -4057298 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -4057374.000000 Penalty: 1022.890198
	Iteration 20F: 3 clusters Score -4057374 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4057448 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -4057500.500000 Penalty: 1022.890198
	Iteration 22Q: 3 clusters Score -4057500 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -4057529.250000 Penalty: 1022.890198
	Iteration 23Q: 3 clusters Score -4057529 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4057549.500000 Penalty: 1022.890198
	Iteration 24Q: 3 clusters Score -4057550 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4057583.500000 Penalty: 1022.890198
	Iteration 25Q: 3 clusters Score -4057584 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -4057604.500000 Penalty: 1022.890198
	Iteration 26Q: 3 clusters Score -4057604 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -4057623.000000 Penalty: 1022.890198
	Iteration 27Q: 3 clusters Score -4057623 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -4057654.750000 Penalty: 1022.890198
	Iteration 28Q: 3 clusters Score -4057655 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -4057686.250000 Penalty: 1022.890198
	Iteration 29Q: 3 clusters Score -4057686 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -4057697.000000 Penalty: 1022.890198
	Iteration 30Q: 3 clusters Score -4057697 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -4057717.500000 Penalty: 1022.890198
	Iteration 31Q: 3 clusters Score -4057718 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -4057720.750000 Penalty: 1022.890198
	Iteration 32Q: 3 clusters Score -4057721 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4057721 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -4057755.500000 Penalty: 1022.890198
	Iteration 34Q: 3 clusters Score -4057756 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -4057763.000000 Penalty: 1022.890198
	Iteration 35Q: 3 clusters Score -4057763 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -4057782.250000 Penalty: 1022.890198
	Iteration 36Q: 3 clusters Score -4057782 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4057808.500000 Penalty: 1022.890198
	Iteration 37Q: 3 clusters Score -4057808 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4057835.750000 Penalty: 1022.890198
	Iteration 38Q: 3 clusters Score -4057836 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4057872 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -4057885.750000 Penalty: 1022.890198
	Iteration 40F: 3 clusters Score -4057886 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -4057915.500000 Penalty: 1022.890198
	Iteration 41Q: 3 clusters Score -4057916 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4057941 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4057964 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4057975 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4058000 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4058026.000000 Penalty: 1022.890198
	Iteration 46Q: 3 clusters Score -4058026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -4058046.500000 Penalty: 1022.890198
	Iteration 47Q: 3 clusters Score -4058046 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4058058.000000 Penalty: 1022.890198
	Iteration 48Q: 3 clusters Score -4058058 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -4058059.750000 Penalty: 1022.890198
	Iteration 49Q: 3 clusters Score -4058060 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4058070 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4058080 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -4058105.000000 Penalty: 1022.890198
	Iteration 52Q: 3 clusters Score -4058105 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4058118.750000 Penalty: 1022.890198
	Iteration 53Q: 3 clusters Score -4058119 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4058127.750000 Penalty: 1022.890198
	Iteration 54Q: 3 clusters Score -4058128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4058142.750000 Penalty: 1022.890198
	Iteration 55Q: 3 clusters Score -4058143 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -4058154.750000 Penalty: 1022.890198
	Iteration 56Q: 3 clusters Score -4058155 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -4058160.000000 Penalty: 1022.890198
	Iteration 57Q: 3 clusters Score -4058160 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -4058159.500000 Penalty: 1022.890198
	Iteration 58Q: 3 clusters Score -4058160 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4058184.750000 Penalty: 1022.890198
	Iteration 59Q: 3 clusters Score -4058185 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4058196.750000 Penalty: 1022.890198
	Iteration 60F: 3 clusters Score -4058197 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4058211.750000 Penalty: 1022.890198
	Iteration 61Q: 3 clusters Score -4058212 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4058216.000000 Penalty: 1022.890198
	Iteration 62Q: 3 clusters Score -4058216 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4058235.000000 Penalty: 1022.890198
	Iteration 63Q: 3 clusters Score -4058235 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -4058254.250000 Penalty: 1022.890198
	Iteration 64Q: 3 clusters Score -4058254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -4058256.000000 Penalty: 1022.890198
	Iteration 65Q: 3 clusters Score -4058256 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4058258.000000 Penalty: 1022.890198
	Iteration 66Q: 3 clusters Score -4058258 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4058265.750000 Penalty: 1022.890198
	Iteration 67Q: 3 clusters Score -4058266 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4058296.500000 Penalty: 1022.890198
	Iteration 68Q: 3 clusters Score -4058296 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4058308.250000 Penalty: 1022.890198
	Iteration 69Q: 3 clusters Score -4058308 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4058314.750000 Penalty: 1022.890198
	Iteration 70Q: 3 clusters Score -4058315 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4058334.000000 Penalty: 1022.890198
	Iteration 71Q: 3 clusters Score -4058334 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4058343.750000 Penalty: 1022.890198
	Iteration 72Q: 3 clusters Score -4058344 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -4058372.250000 Penalty: 1022.890198
	Iteration 73Q: 3 clusters Score -4058372 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4058396.000000 Penalty: 1022.890198
	Iteration 74Q: 3 clusters Score -4058396 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4058406.750000 Penalty: 1022.890198
	Iteration 75Q: 3 clusters Score -4058407 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4058430.500000 Penalty: 1022.890198
	Iteration 76Q: 3 clusters Score -4058430 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4058444.750000 Penalty: 1022.890198
	Iteration 77Q: 3 clusters Score -4058445 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -4058463.500000 Penalty: 1022.890198
	Iteration 78Q: 3 clusters Score -4058464 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4058488 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -4058526.250000 Penalty: 1022.890198
	Iteration 80F: 3 clusters Score -4058526 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -4058555.250000 Penalty: 1022.890198
	Iteration 81Q: 3 clusters Score -4058555 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -4058584.500000 Penalty: 1022.890198
	Iteration 82Q: 3 clusters Score -4058584 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -4058616.750000 Penalty: 1022.890198
	Iteration 83Q: 3 clusters Score -4058617 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4058657.000000 Penalty: 1022.890198
	Iteration 84Q: 3 clusters Score -4058657 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -4058689.750000 Penalty: 1022.890198
	Iteration 85Q: 3 clusters Score -4058690 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4058709.500000 Penalty: 1022.890198
	Iteration 86Q: 3 clusters Score -4058710 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4058747 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -4058790.500000 Penalty: 1022.890198
	Iteration 88Q: 3 clusters Score -4058790 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -4058829.500000 Penalty: 1022.890198
	Iteration 89Q: 3 clusters Score -4058830 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4058867.000000 Penalty: 1022.890198
	Iteration 90Q: 3 clusters Score -4058867 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4058903.250000 Penalty: 1022.890198
	Iteration 91Q: 3 clusters Score -4058903 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -4058936.000000 Penalty: 1022.890198
	Iteration 92Q: 3 clusters Score -4058936 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4058985 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4059035.750000 Penalty: 1022.890198
	Iteration 94Q: 3 clusters Score -4059036 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4059090 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -4059155.750000 Penalty: 1022.890198
	Iteration 96Q: 3 clusters Score -4059156 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -4059175.500000 Penalty: 1022.890198
	Iteration 97Q: 3 clusters Score -4059176 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -4059236.250000 Penalty: 1022.890198
	Iteration 98Q: 3 clusters Score -4059236 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -4059277.000000 Penalty: 1022.890198
	Iteration 99Q: 3 clusters Score -4059277 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -4059343.250000 Penalty: 1022.890198
	Iteration 100F: 3 clusters Score -4059343 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64234 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -4059394.000000 Penalty: 1022.890198
	Iteration 101Q: 3 clusters Score -4059394 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4059436.750000 Penalty: 1022.890198
	Iteration 102Q: 3 clusters Score -4059437 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -4059483.500000 Penalty: 1022.890198
	Iteration 103Q: 3 clusters Score -4059484 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4059539.000000 Penalty: 1022.890198
	Iteration 104Q: 3 clusters Score -4059539 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -4059593.000000 Penalty: 1022.890198
	Iteration 105Q: 3 clusters Score -4059593 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -4059647.250000 Penalty: 1022.890198
	Iteration 106Q: 3 clusters Score -4059647 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65903 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -4059707.250000 Penalty: 1022.890198
	Iteration 107Q: 3 clusters Score -4059707 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -4059758.750000 Penalty: 1022.890198
	Iteration 108Q: 3 clusters Score -4059759 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4059814.250000 Penalty: 1022.890198
	Iteration 109Q: 3 clusters Score -4059814 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4059883.500000 Penalty: 1022.890198
	Iteration 110Q: 3 clusters Score -4059884 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -4059941.000000 Penalty: 1022.890198
	Iteration 111Q: 3 clusters Score -4059941 nChanged 260
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Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4059990 nChanged 246
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4060031.000000 Penalty: 1022.890198
	Iteration 113Q: 3 clusters Score -4060031 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -4060083.750000 Penalty: 1022.890198
	Iteration 114Q: 3 clusters Score -4060084 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4060123 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4060172 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -4060236.500000 Penalty: 1022.890198
	Iteration 117Q: 3 clusters Score -4060236 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4060270 nChanged 252
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Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4060310 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -4060369.250000 Penalty: 1022.890198
	Iteration 120F: 3 clusters Score -4060369 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4060405.500000 Penalty: 1022.890198
	Iteration 121Q: 3 clusters Score -4060406 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69707 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -4060443.500000 Penalty: 1022.890198
	Iteration 122Q: 3 clusters Score -4060444 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4060502 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -4060558.750000 Penalty: 1022.890198
	Iteration 124Q: 3 clusters Score -4060559 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -4060606.750000 Penalty: 1022.890198
	Iteration 125Q: 3 clusters Score -4060607 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70644 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -4060642.250000 Penalty: 1022.890198
	Iteration 126Q: 3 clusters Score -4060642 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4060684.500000 Penalty: 1022.890198
	Iteration 127Q: 3 clusters Score -4060684 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -4060750.000000 Penalty: 1022.890198
	Iteration 128Q: 3 clusters Score -4060750 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4060807.500000 Penalty: 1022.890198
	Iteration 129Q: 3 clusters Score -4060808 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71479 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -4060851.500000 Penalty: 1022.890198
	Iteration 130Q: 3 clusters Score -4060852 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71694 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4060903.750000 Penalty: 1022.890198
	Iteration 131Q: 3 clusters Score -4060904 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4060955.750000 Penalty: 1022.890198
	Iteration 132Q: 3 clusters Score -4060956 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4061001.250000 Penalty: 1022.890198
	Iteration 133Q: 3 clusters Score -4061001 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -4061045.500000 Penalty: 1022.890198
	Iteration 134Q: 3 clusters Score -4061046 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4061078.500000 Penalty: 1022.890198
	Iteration 135Q: 3 clusters Score -4061078 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4061123.000000 Penalty: 1022.890198
	Iteration 136Q: 3 clusters Score -4061123 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4061175.500000 Penalty: 1022.890198
	Iteration 137Q: 3 clusters Score -4061176 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4061227.000000 Penalty: 1022.890198
	Iteration 138Q: 3 clusters Score -4061227 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4061270.250000 Penalty: 1022.890198
	Iteration 139Q: 3 clusters Score -4061270 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4061318.250000 Penalty: 1022.890198
	Iteration 140F: 3 clusters Score -4061318 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4061339.500000 Penalty: 1022.890198
	Iteration 141Q: 3 clusters Score -4061340 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4061350.750000 Penalty: 1022.890198
	Iteration 142Q: 3 clusters Score -4061351 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4061384 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4061436.500000 Penalty: 1022.890198
	Iteration 144Q: 3 clusters Score -4061436 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4061481.500000 Penalty: 1022.890198
	Iteration 145Q: 3 clusters Score -4061482 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4061515.750000 Penalty: 1022.890198
	Iteration 146Q: 3 clusters Score -4061516 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4061545.750000 Penalty: 1022.890198
	Iteration 147Q: 3 clusters Score -4061546 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4061579.500000 Penalty: 1022.890198
	Iteration 148Q: 3 clusters Score -4061580 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4061634.500000 Penalty: 1022.890198
	Iteration 149Q: 3 clusters Score -4061634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4061664.500000 Penalty: 1022.890198
	Iteration 150Q: 3 clusters Score -4061664 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4061704.500000 Penalty: 1022.890198
	Iteration 151Q: 3 clusters Score -4061704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4061746.750000 Penalty: 1022.890198
	Iteration 152Q: 3 clusters Score -4061747 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4061768.250000 Penalty: 1022.890198
	Iteration 153Q: 3 clusters Score -4061768 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4061809.250000 Penalty: 1022.890198
	Iteration 154Q: 3 clusters Score -4061809 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75174 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4061847.000000 Penalty: 1022.890198
	Iteration 155Q: 3 clusters Score -4061847 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4061885.250000 Penalty: 1022.890198
	Iteration 156Q: 3 clusters Score -4061885 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75361 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4061922.000000 Penalty: 1022.890198
	Iteration 157Q: 3 clusters Score -4061922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4061959.750000 Penalty: 1022.890198
	Iteration 158Q: 3 clusters Score -4061960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4061995.500000 Penalty: 1022.890198
	Iteration 159Q: 3 clusters Score -4061996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4062015.250000 Penalty: 1022.890198
	Iteration 160F: 3 clusters Score -4062015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4062031.000000 Penalty: 1022.890198
	Iteration 161Q: 3 clusters Score -4062031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4062041.750000 Penalty: 1022.890198
	Iteration 162Q: 3 clusters Score -4062042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75695 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4062053.000000 Penalty: 1022.890198
	Iteration 163Q: 3 clusters Score -4062053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4062057.000000 Penalty: 1022.890198
	Iteration 164Q: 3 clusters Score -4062057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4062060.750000 Penalty: 1022.890198
	Iteration 165Q: 3 clusters Score -4062061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4062066.500000 Penalty: 1022.890198
	Iteration 166Q: 3 clusters Score -4062066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4062074.000000 Penalty: 1022.890198
	Iteration 167Q: 3 clusters Score -4062074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4062076.250000 Penalty: 1022.890198
	Iteration 168Q: 3 clusters Score -4062076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4062079.000000 Penalty: 1022.890198
	Iteration 169Q: 3 clusters Score -4062079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75813 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4062082.750000 Penalty: 1022.890198
	Iteration 170Q: 3 clusters Score -4062083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4062085.750000 Penalty: 1022.890198
	Iteration 171Q: 3 clusters Score -4062086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4062090.750000 Penalty: 1022.890198
	Iteration 172Q: 3 clusters Score -4062091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4062087.000000 Penalty: 1022.890198
	Iteration 173Q: 3 clusters Score -4062087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4062091.250000 Penalty: 1022.890198
	Iteration 174Q: 3 clusters Score -4062091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4062093.000000 Penalty: 1022.890198
	Iteration 175Q: 3 clusters Score -4062093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4062095.500000 Penalty: 1022.890198
	Iteration 176Q: 3 clusters Score -4062096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4062096.750000 Penalty: 1022.890198
	Iteration 177Q: 3 clusters Score -4062097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4062097.500000 Penalty: 1022.890198
	Iteration 178Q: 3 clusters Score -4062098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4062097.000000 Penalty: 1022.890198
	Iteration 179Q: 3 clusters Score -4062097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4062096.750000 Penalty: 1022.890198
	Iteration 180F: 3 clusters Score -4062097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4062096.250000 Penalty: 1022.890198
	Iteration 181Q: 3 clusters Score -4062096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4062097.750000 Penalty: 1022.890198
	Iteration 182Q: 3 clusters Score -4062098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4062097.000000 Penalty: 1022.890198
	Iteration 183Q: 3 clusters Score -4062097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4062099.750000 Penalty: 1022.890198
	Iteration 184Q: 3 clusters Score -4062100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4062105.000000 Penalty: 1022.890198
	Iteration 185Q: 3 clusters Score -4062105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75907 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4062105.250000 Penalty: 1022.890198
	Iteration 186Q: 3 clusters Score -4062105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4062104.750000 Penalty: 1022.890198
	Iteration 187Q: 3 clusters Score -4062105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75917 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4062108.500000 Penalty: 1022.890198
	Iteration 188Q: 3 clusters Score -4062108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4062112.250000 Penalty: 1022.890198
	Iteration 189Q: 3 clusters Score -4062112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4062112.250000 Penalty: 1022.890198
	Iteration 190Q: 3 clusters Score -4062112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4062114.000000 Penalty: 1022.890198
	Iteration 191Q: 3 clusters Score -4062114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4062113.000000 Penalty: 1022.890198
	Iteration 192Q: 3 clusters Score -4062113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4062118.500000 Penalty: 1022.890198
	Iteration 193Q: 3 clusters Score -4062118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4062121.250000 Penalty: 1022.890198
	Iteration 194Q: 3 clusters Score -4062121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4062119.500000 Penalty: 1022.890198
	Iteration 195Q: 3 clusters Score -4062120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75929 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4062120.500000 Penalty: 1022.890198
	Iteration 196Q: 3 clusters Score -4062120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4062122.750000 Penalty: 1022.890198
	Iteration 197Q: 3 clusters Score -4062123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4062121.250000 Penalty: 1022.890198
	Iteration 198Q: 3 clusters Score -4062121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4062121.250000 Penalty: 1022.890198
	Iteration 199F: 3 clusters Score -4062121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -135038.765625 Penalty: 357.090973
	Iteration 0F: 2 clusters Score -135038.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -133236.984375 Penalty: 714.181946
	Iteration 0F: 3 clusters Score -133237 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -133953.578125 Penalty: 714.181946
	Iteration 1F: 3 clusters Score -133953.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -134106.687500 Penalty: 714.181946
	Iteration 2F: 3 clusters Score -134106.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -134264.437500 Penalty: 714.181946
	Iteration 3F: 3 clusters Score -134264.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -134411.640625 Penalty: 714.181946
	Iteration 4F: 3 clusters Score -134411.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -134549.890625 Penalty: 714.181946
	Iteration 5F: 3 clusters Score -134549.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -134675.734375 Penalty: 714.181946
	Iteration 6Q: 3 clusters Score -134675.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -134757.296875 Penalty: 714.181946
	Iteration 7Q: 3 clusters Score -134757.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -134805.125000 Penalty: 714.181946
	Iteration 8Q: 3 clusters Score -134805.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -134822.078125 Penalty: 714.181946
	Iteration 9Q: 3 clusters Score -134822.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -134834.000000 Penalty: 714.181946
	Iteration 10Q: 3 clusters Score -134834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134839.796875 Penalty: 714.181946
	Iteration 11Q: 3 clusters Score -134839.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134845.515625 Penalty: 714.181946
	Iteration 12Q: 3 clusters Score -134845.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134847.828125 Penalty: 714.181946
	Iteration 13Q: 3 clusters Score -134847.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -134851.421875 Penalty: 714.181946
	Iteration 14Q: 3 clusters Score -134851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -134853.828125 Penalty: 714.181946
	Iteration 15Q: 3 clusters Score -134853.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134857.593750 Penalty: 714.181946
	Iteration 16Q: 3 clusters Score -134857.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -134862.453125 Penalty: 714.181946
	Iteration 17Q: 3 clusters Score -134862.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -134866.687500 Penalty: 714.181946
	Iteration 18Q: 3 clusters Score -134866.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134872.140625 Penalty: 714.181946
	Iteration 19Q: 3 clusters Score -134872.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -134877.171875 Penalty: 714.181946
	Iteration 20F: 3 clusters Score -134877.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134878.406250 Penalty: 714.181946
	Iteration 21Q: 3 clusters Score -134878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -134879.062500 Penalty: 714.181946
	Iteration 22Q: 3 clusters Score -134879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -134879.187500 Penalty: 714.181946
	Iteration 23Q: 3 clusters Score -134879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -134879.187500 Penalty: 714.181946
	Iteration 24F: 3 clusters Score -134879.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Entering Unmasked Estep 
Score: -2443358.250000 Penalty: 485.949921
	Iteration 0F: 2 clusters Score -2443358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -2414374.500000 Penalty: 971.899841
	Iteration 0F: 3 clusters Score -2414374 nChanged 20943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2426439.500000 Penalty: 971.899841
	Iteration 1F: 3 clusters Score -2426440 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2426824.500000 Penalty: 971.899841
	Iteration 2Q: 3 clusters Score -2426824 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2427414.250000 Penalty: 971.899841
	Iteration 3Q: 3 clusters Score -2427414 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2428439.000000 Penalty: 971.899841
	Iteration 4F: 3 clusters Score -2428439 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2430264.750000 Penalty: 971.899841
	Iteration 5F: 3 clusters Score -2430265 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2433243.750000 Penalty: 971.899841
	Iteration 6F: 3 clusters Score -2433244 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2437076.000000 Penalty: 971.899841
	Iteration 7F: 3 clusters Score -2437076 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2440416.000000 Penalty: 971.899841
	Iteration 8F: 3 clusters Score -2440416 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2442190.250000 Penalty: 971.899841
	Iteration 9Q: 3 clusters Score -2442190 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2442736.750000 Penalty: 971.899841
	Iteration 10Q: 3 clusters Score -2442737 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2442866.000000 Penalty: 971.899841
	Iteration 11Q: 3 clusters Score -2442866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -2442903.250000 Penalty: 971.899841
	Iteration 12Q: 3 clusters Score -2442903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2442917.500000 Penalty: 971.899841
	Iteration 13Q: 3 clusters Score -2442918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -2442930.250000 Penalty: 971.899841
	Iteration 14Q: 3 clusters Score -2442930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -2442930.500000 Penalty: 971.899841
	Iteration 15Q: 3 clusters Score -2442930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2442932.750000 Penalty: 971.899841
	Iteration 16Q: 3 clusters Score -2442933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -2442937.250000 Penalty: 971.899841
	Iteration 17Q: 3 clusters Score -2442937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2442937.250000 Penalty: 971.899841
	Iteration 18Q: 3 clusters Score -2442937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -2442937.250000 Penalty: 971.899841
	Iteration 19F: 3 clusters Score -2442937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -421689.375000 Penalty: 405.030792
	Iteration 0F: 2 clusters Score -421689.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -416750.437500 Penalty: 810.061584
	Iteration 0F: 3 clusters Score -416750.4 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -418699.093750 Penalty: 810.061584
	Iteration 1F: 3 clusters Score -418699.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -418926.343750 Penalty: 810.061584
	Iteration 2F: 3 clusters Score -418926.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -419190.468750 Penalty: 810.061584
	Iteration 3F: 3 clusters Score -419190.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -419483.281250 Penalty: 810.061584
	Iteration 4F: 3 clusters Score -419483.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -419882.812500 Penalty: 810.061584
	Iteration 5F: 3 clusters Score -419882.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -420216.875000 Penalty: 810.061584
	Iteration 6F: 3 clusters Score -420216.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -420396.968750 Penalty: 810.061584
	Iteration 7Q: 3 clusters Score -420397 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -420503.343750 Penalty: 810.061584
	Iteration 8Q: 3 clusters Score -420503.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -420591.062500 Penalty: 810.061584
	Iteration 9Q: 3 clusters Score -420591.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -420670.281250 Penalty: 810.061584
	Iteration 10Q: 3 clusters Score -420670.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -420771.437500 Penalty: 810.061584
	Iteration 11Q: 3 clusters Score -420771.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -420841.625000 Penalty: 810.061584
	Iteration 12Q: 3 clusters Score -420841.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -420895.468750 Penalty: 810.061584
	Iteration 13Q: 3 clusters Score -420895.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -420933.625000 Penalty: 810.061584
	Iteration 14Q: 3 clusters Score -420933.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -420957.562500 Penalty: 810.061584
	Iteration 15Q: 3 clusters Score -420957.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -420969.093750 Penalty: 810.061584
	Iteration 16Q: 3 clusters Score -420969.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -420982.937500 Penalty: 810.061584
	Iteration 17Q: 3 clusters Score -420982.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -420993.343750 Penalty: 810.061584
	Iteration 18Q: 3 clusters Score -420993.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -420999.218750 Penalty: 810.061584
	Iteration 19Q: 3 clusters Score -420999.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -421002.843750 Penalty: 810.061584
	Iteration 20F: 3 clusters Score -421002.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -421010.437500 Penalty: 810.061584
	Iteration 21Q: 3 clusters Score -421010.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -421013.750000 Penalty: 810.061584
	Iteration 22Q: 3 clusters Score -421013.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -421014.718750 Penalty: 810.061584
	Iteration 23Q: 3 clusters Score -421014.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -421016.093750 Penalty: 810.061584
	Iteration 24Q: 3 clusters Score -421016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -421017.187500 Penalty: 810.061584
	Iteration 25Q: 3 clusters Score -421017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -421017.562500 Penalty: 810.061584
	Iteration 26Q: 3 clusters Score -421017.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -421018.468750 Penalty: 810.061584
	Iteration 27Q: 3 clusters Score -421018.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -421019.781250 Penalty: 810.061584
	Iteration 28Q: 3 clusters Score -421019.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -421018.281250 Penalty: 810.061584
	Iteration 29Q: 3 clusters Score -421018.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -421019.125000 Penalty: 810.061584
	Iteration 30Q: 3 clusters Score -421019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -421018.906250 Penalty: 810.061584
	Iteration 31Q: 3 clusters Score -421018.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -421019.500000 Penalty: 810.061584
	Iteration 32Q: 3 clusters Score -421019.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -421020.312500 Penalty: 810.061584
	Iteration 33Q: 3 clusters Score -421020.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -421021.500000 Penalty: 810.061584
	Iteration 34Q: 3 clusters Score -421021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -421022.250000 Penalty: 810.061584
	Iteration 35Q: 3 clusters Score -421022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -421022.562500 Penalty: 810.061584
	Iteration 36Q: 3 clusters Score -421022.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -421023.062500 Penalty: 810.061584
	Iteration 37Q: 3 clusters Score -421023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -421023.250000 Penalty: 810.061584
	Iteration 38Q: 3 clusters Score -421023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -421023.062500 Penalty: 810.061584
	Iteration 39Q: 3 clusters Score -421023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -421023.000000 Penalty: 810.061584
	Iteration 40F: 3 clusters Score -421023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -421023.500000 Penalty: 810.061584
	Iteration 41Q: 3 clusters Score -421023.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -421023.593750 Penalty: 810.061584
	Iteration 42Q: 3 clusters Score -421023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -421023.812500 Penalty: 810.061584
	Iteration 43Q: 3 clusters Score -421023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -421023.812500 Penalty: 810.061584
	Iteration 44F: 3 clusters Score -421023.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Entering Unmasked Estep 
Score: -3276940.500000 Penalty: 500.746216
	Iteration 0F: 2 clusters Score -3276940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3236335.250000 Penalty: 1001.492432
	Iteration 0F: 3 clusters Score -3236335 nChanged 29226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -3253500.750000 Penalty: 1001.492432
	Iteration 1F: 3 clusters Score -3253501 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -3254064.000000 Penalty: 1001.492432
	Iteration 2Q: 3 clusters Score -3254064 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -3255063.000000 Penalty: 1001.492432
	Iteration 3Q: 3 clusters Score -3255063 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -3256932.000000 Penalty: 1001.492432
	Iteration 4F: 3 clusters Score -3256932 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -3260354.250000 Penalty: 1001.492432
	Iteration 5F: 3 clusters Score -3260354 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -3265611.250000 Penalty: 1001.492432
	Iteration 6F: 3 clusters Score -3265611 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -3271511.250000 Penalty: 1001.492432
	Iteration 7F: 3 clusters Score -3271511 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -3275124.250000 Penalty: 1001.492432
	Iteration 8F: 3 clusters Score -3275124 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -3276237.500000 Penalty: 1001.492432
	Iteration 9Q: 3 clusters Score -3276238 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -3276434.250000 Penalty: 1001.492432
	Iteration 10Q: 3 clusters Score -3276434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -3276471.000000 Penalty: 1001.492432
	Iteration 11Q: 3 clusters Score -3276471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -3276483.000000 Penalty: 1001.492432
	Iteration 12Q: 3 clusters Score -3276483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -3276490.750000 Penalty: 1001.492432
	Iteration 13Q: 3 clusters Score -3276491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -3276490.750000 Penalty: 1001.492432
	Iteration 14F: 3 clusters Score -3276491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Entering Unmasked Estep 
Score: -243189.843750 Penalty: 384.668518
	Iteration 0F: 2 clusters Score -243189.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -240048.312500 Penalty: 769.337036
	Iteration 0F: 3 clusters Score -240048.3 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -241282.921875 Penalty: 769.337036
	Iteration 1F: 3 clusters Score -241282.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -241511.953125 Penalty: 769.337036
	Iteration 2F: 3 clusters Score -241512 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -241769.468750 Penalty: 769.337036
	Iteration 3F: 3 clusters Score -241769.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -242059.812500 Penalty: 769.337036
	Iteration 4F: 3 clusters Score -242059.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -242322.218750 Penalty: 769.337036
	Iteration 5F: 3 clusters Score -242322.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -242534.421875 Penalty: 769.337036
	Iteration 6F: 3 clusters Score -242534.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -242667.468750 Penalty: 769.337036
	Iteration 7Q: 3 clusters Score -242667.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -242753.625000 Penalty: 769.337036
	Iteration 8Q: 3 clusters Score -242753.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -242815.312500 Penalty: 769.337036
	Iteration 9Q: 3 clusters Score -242815.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -242871.421875 Penalty: 769.337036
	Iteration 10Q: 3 clusters Score -242871.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -242916.062500 Penalty: 769.337036
	Iteration 11Q: 3 clusters Score -242916.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -242953.968750 Penalty: 769.337036
	Iteration 12Q: 3 clusters Score -242954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -242988.281250 Penalty: 769.337036
	Iteration 13Q: 3 clusters Score -242988.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -243014.140625 Penalty: 769.337036
	Iteration 14Q: 3 clusters Score -243014.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -243032.031250 Penalty: 769.337036
	Iteration 15Q: 3 clusters Score -243032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -243041.671875 Penalty: 769.337036
	Iteration 16Q: 3 clusters Score -243041.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -243048.281250 Penalty: 769.337036
	Iteration 17Q: 3 clusters Score -243048.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -243053.406250 Penalty: 769.337036
	Iteration 18Q: 3 clusters Score -243053.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -243056.640625 Penalty: 769.337036
	Iteration 19Q: 3 clusters Score -243056.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -243058.765625 Penalty: 769.337036
	Iteration 20F: 3 clusters Score -243058.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -243059.921875 Penalty: 769.337036
	Iteration 21Q: 3 clusters Score -243059.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -243060.328125 Penalty: 769.337036
	Iteration 22Q: 3 clusters Score -243060.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -243061.343750 Penalty: 769.337036
	Iteration 23Q: 3 clusters Score -243061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -243061.218750 Penalty: 769.337036
	Iteration 24Q: 3 clusters Score -243061.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -243061.921875 Penalty: 769.337036
	Iteration 25Q: 3 clusters Score -243061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -243061.953125 Penalty: 769.337036
	Iteration 26Q: 3 clusters Score -243062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -243062.375000 Penalty: 769.337036
	Iteration 27Q: 3 clusters Score -243062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -243062.125000 Penalty: 769.337036
	Iteration 28Q: 3 clusters Score -243062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -243062.640625 Penalty: 769.337036
	Iteration 29Q: 3 clusters Score -243062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -243062.718750 Penalty: 769.337036
	Iteration 30Q: 3 clusters Score -243062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -243063.093750 Penalty: 769.337036
	Iteration 31Q: 3 clusters Score -243063.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -243062.796875 Penalty: 769.337036
	Iteration 32Q: 3 clusters Score -243062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -243063.375000 Penalty: 769.337036
	Iteration 33Q: 3 clusters Score -243063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -243063.531250 Penalty: 769.337036
	Iteration 34Q: 3 clusters Score -243063.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -243064.046875 Penalty: 769.337036
	Iteration 35Q: 3 clusters Score -243064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -243064.484375 Penalty: 769.337036
	Iteration 36Q: 3 clusters Score -243064.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -243064.328125 Penalty: 769.337036
	Iteration 37Q: 3 clusters Score -243064.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -243064.203125 Penalty: 769.337036
	Iteration 38Q: 3 clusters Score -243064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -243064.390625 Penalty: 769.337036
	Iteration 39Q: 3 clusters Score -243064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -243064.390625 Penalty: 769.337036
	Iteration 40F: 3 clusters Score -243064.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -93870.148438 Penalty: 338.713318
	Iteration 0F: 2 clusters Score -93870.15 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 824 members 
Entering Unmasked Estep 
Score: -92621.125000 Penalty: 677.426636
	Iteration 0F: 3 clusters Score -92621.12 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -93011.843750 Penalty: 677.426636
	Iteration 1F: 3 clusters Score -93011.84 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -93075.203125 Penalty: 677.426636
	Iteration 2F: 3 clusters Score -93075.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -93137.531250 Penalty: 677.426636
	Iteration 3F: 3 clusters Score -93137.53 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -93187.335938 Penalty: 677.426636
	Iteration 4F: 3 clusters Score -93187.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -93236.726562 Penalty: 677.426636
	Iteration 5Q: 3 clusters Score -93236.73 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -93296.171875 Penalty: 677.426636
	Iteration 6Q: 3 clusters Score -93296.17 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93356.406250 Penalty: 677.426636
	Iteration 7Q: 3 clusters Score -93356.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -93393.734375 Penalty: 677.426636
	Iteration 8Q: 3 clusters Score -93393.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -93419.718750 Penalty: 677.426636
	Iteration 9Q: 3 clusters Score -93419.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -93439.000000 Penalty: 677.426636
	Iteration 10Q: 3 clusters Score -93439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -93455.843750 Penalty: 677.426636
	Iteration 11Q: 3 clusters Score -93455.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -93472.007812 Penalty: 677.426636
	Iteration 12Q: 3 clusters Score -93472.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -93488.093750 Penalty: 677.426636
	Iteration 13Q: 3 clusters Score -93488.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -93501.562500 Penalty: 677.426636
	Iteration 14Q: 3 clusters Score -93501.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -93506.437500 Penalty: 677.426636
	Iteration 15Q: 3 clusters Score -93506.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -93511.289062 Penalty: 677.426636
	Iteration 16Q: 3 clusters Score -93511.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -93514.570312 Penalty: 677.426636
	Iteration 17Q: 3 clusters Score -93514.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -93517.375000 Penalty: 677.426636
	Iteration 18Q: 3 clusters Score -93517.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -93518.937500 Penalty: 677.426636
	Iteration 19Q: 3 clusters Score -93518.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -93519.960938 Penalty: 677.426636
	Iteration 20F: 3 clusters Score -93519.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -93523.437500 Penalty: 677.426636
	Iteration 21Q: 3 clusters Score -93523.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -93525.601562 Penalty: 677.426636
	Iteration 22Q: 3 clusters Score -93525.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -93525.601562 Penalty: 677.426636
	Iteration 23F: 3 clusters Score -93525.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -70358.984375 Penalty: 325.392578
	Iteration 0F: 2 clusters Score -70358.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -69355.703125 Penalty: 650.785156
	Iteration 0F: 3 clusters Score -69355.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -69705.953125 Penalty: 650.785156
	Iteration 1F: 3 clusters Score -69705.95 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -69768.273438 Penalty: 650.785156
	Iteration 2F: 3 clusters Score -69768.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -69822.468750 Penalty: 650.785156
	Iteration 3F: 3 clusters Score -69822.47 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -69875.242188 Penalty: 650.785156
	Iteration 4Q: 3 clusters Score -69875.24 nChanged 47
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: -69913.835938 Penalty: 650.785156
	Iteration 5Q: 3 clusters Score -69913.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -69944.726562 Penalty: 650.785156
	Iteration 6Q: 3 clusters Score -69944.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -69969.062500 Penalty: 650.785156
	Iteration 7Q: 3 clusters Score -69969.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -69996.234375 Penalty: 650.785156
	Iteration 8Q: 3 clusters Score -69996.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -70016.726562 Penalty: 650.785156
	Iteration 9Q: 3 clusters Score -70016.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -70030.531250 Penalty: 650.785156
	Iteration 10Q: 3 clusters Score -70030.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -70045.609375 Penalty: 650.785156
	Iteration 11Q: 3 clusters Score -70045.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -70054.234375 Penalty: 650.785156
	Iteration 12Q: 3 clusters Score -70054.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -70062.210938 Penalty: 650.785156
	Iteration 13Q: 3 clusters Score -70062.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -70071.492188 Penalty: 650.785156
	Iteration 14Q: 3 clusters Score -70071.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -70081.062500 Penalty: 650.785156
	Iteration 15Q: 3 clusters Score -70081.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -70086.250000 Penalty: 650.785156
	Iteration 16Q: 3 clusters Score -70086.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -70087.453125 Penalty: 650.785156
	Iteration 17Q: 3 clusters Score -70087.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -70088.726562 Penalty: 650.785156
	Iteration 18Q: 3 clusters Score -70088.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -70092.843750 Penalty: 650.785156
	Iteration 19Q: 3 clusters Score -70092.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -70093.273438 Penalty: 650.785156
	Iteration 20F: 3 clusters Score -70093.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -70094.335938 Penalty: 650.785156
	Iteration 21Q: 3 clusters Score -70094.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -70094.335938 Penalty: 650.785156
	Iteration 22F: 3 clusters Score -70094.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -85815.695312 Penalty: 336.197052
	Iteration 0F: 2 clusters Score -85815.7 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 800 members 
Entering Unmasked Estep 
Score: -84612.039062 Penalty: 672.394104
	Iteration 0F: 3 clusters Score -84612.04 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -85026.429688 Penalty: 672.394104
	Iteration 1F: 3 clusters Score -85026.43 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -85136.671875 Penalty: 672.394104
	Iteration 2F: 3 clusters Score -85136.67 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -85238.929688 Penalty: 672.394104
	Iteration 3F: 3 clusters Score -85238.93 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -85367.734375 Penalty: 672.394104
	Iteration 4F: 3 clusters Score -85367.73 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -85498.195312 Penalty: 672.394104
	Iteration 5F: 3 clusters Score -85498.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -85603.703125 Penalty: 672.394104
	Iteration 6F: 3 clusters Score -85603.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -85692.171875 Penalty: 672.394104
	Iteration 7F: 3 clusters Score -85692.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -85744.328125 Penalty: 672.394104
	Iteration 8Q: 3 clusters Score -85744.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -85768.210938 Penalty: 672.394104
	Iteration 9Q: 3 clusters Score -85768.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -85772.687500 Penalty: 672.394104
	Iteration 10Q: 3 clusters Score -85772.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -85774.742188 Penalty: 672.394104
	Iteration 11Q: 3 clusters Score -85774.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -85775.601562 Penalty: 672.394104
	Iteration 12Q: 3 clusters Score -85775.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -85775.859375 Penalty: 672.394104
	Iteration 13Q: 3 clusters Score -85775.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -85776.093750 Penalty: 672.394104
	Iteration 14Q: 3 clusters Score -85776.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -85776.273438 Penalty: 672.394104
	Iteration 15Q: 3 clusters Score -85776.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -85776.367188 Penalty: 672.394104
	Iteration 16Q: 3 clusters Score -85776.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -85776.367188 Penalty: 672.394104
	Iteration 17F: 3 clusters Score -85776.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -76959.773438 Penalty: 335.688019
	Iteration 0F: 2 clusters Score -76959.77 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 786 members 
Entering Unmasked Estep 
Score: -75774.859375 Penalty: 671.376038
	Iteration 0F: 3 clusters Score -75774.86 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -76202.281250 Penalty: 671.376038
	Iteration 1F: 3 clusters Score -76202.28 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -76301.875000 Penalty: 671.376038
	Iteration 2F: 3 clusters Score -76301.88 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -76377.679688 Penalty: 671.376038
	Iteration 3F: 3 clusters Score -76377.68 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76435.789062 Penalty: 671.376038
	Iteration 4Q: 3 clusters Score -76435.79 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76496.382812 Penalty: 671.376038
	Iteration 5Q: 3 clusters Score -76496.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -76544.984375 Penalty: 671.376038
	Iteration 6Q: 3 clusters Score -76544.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -76564.835938 Penalty: 671.376038
	Iteration 7Q: 3 clusters Score -76564.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -76584.648438 Penalty: 671.376038
	Iteration 8Q: 3 clusters Score -76584.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76599.031250 Penalty: 671.376038
	Iteration 9Q: 3 clusters Score -76599.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76607.632812 Penalty: 671.376038
	Iteration 10Q: 3 clusters Score -76607.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -76616.648438 Penalty: 671.376038
	Iteration 11Q: 3 clusters Score -76616.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76621.000000 Penalty: 671.376038
	Iteration 12Q: 3 clusters Score -76621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76623.968750 Penalty: 671.376038
	Iteration 13Q: 3 clusters Score -76623.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76627.593750 Penalty: 671.376038
	Iteration 14Q: 3 clusters Score -76627.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76631.460938 Penalty: 671.376038
	Iteration 15Q: 3 clusters Score -76631.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76633.695312 Penalty: 671.376038
	Iteration 16Q: 3 clusters Score -76633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76634.585938 Penalty: 671.376038
	Iteration 17Q: 3 clusters Score -76634.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76635.281250 Penalty: 671.376038
	Iteration 18Q: 3 clusters Score -76635.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76635.828125 Penalty: 671.376038
	Iteration 19Q: 3 clusters Score -76635.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76636.562500 Penalty: 671.376038
	Iteration 20F: 3 clusters Score -76636.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76637.015625 Penalty: 671.376038
	Iteration 21Q: 3 clusters Score -76637.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76637.015625 Penalty: 671.376038
	Iteration 22F: 3 clusters Score -76637.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Entering Unmasked Estep 
Score: -3771898.500000 Penalty: 507.719757
	Iteration 0F: 2 clusters Score -3771898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -3724705.750000 Penalty: 1015.439514
	Iteration 0F: 3 clusters Score -3724706 nChanged 34019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -3745420.000000 Penalty: 1015.439514
	Iteration 1F: 3 clusters Score -3745420 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -3747053.250000 Penalty: 1015.439514
	Iteration 2F: 3 clusters Score -3747053 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -3750032.000000 Penalty: 1015.439514
	Iteration 3F: 3 clusters Score -3750032 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -3754875.000000 Penalty: 1015.439514
	Iteration 4F: 3 clusters Score -3754875 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -3760660.000000 Penalty: 1015.439514
	Iteration 5F: 3 clusters Score -3760660 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -3765381.500000 Penalty: 1015.439514
	Iteration 6F: 3 clusters Score -3765382 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -3767831.750000 Penalty: 1015.439514
	Iteration 7Q: 3 clusters Score -3767832 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -3769113.750000 Penalty: 1015.439514
	Iteration 8Q: 3 clusters Score -3769114 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -3769784.000000 Penalty: 1015.439514
	Iteration 9Q: 3 clusters Score -3769784 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -3770218.500000 Penalty: 1015.439514
	Iteration 10Q: 3 clusters Score -3770218 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -3770506.000000 Penalty: 1015.439514
	Iteration 11Q: 3 clusters Score -3770506 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -3770742.750000 Penalty: 1015.439514
	Iteration 12Q: 3 clusters Score -3770743 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -3770889.750000 Penalty: 1015.439514
	Iteration 13Q: 3 clusters Score -3770890 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -3770999.000000 Penalty: 1015.439514
	Iteration 14Q: 3 clusters Score -3770999 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -3771090.500000 Penalty: 1015.439514
	Iteration 15Q: 3 clusters Score -3771090 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -3771155.750000 Penalty: 1015.439514
	Iteration 16Q: 3 clusters Score -3771156 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 68674 members 
Entering Unmasked Estep 
Score: -3771205.500000 Penalty: 1015.439514
	Iteration 17Q: 3 clusters Score -3771206 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -3771275.000000 Penalty: 1015.439514
	Iteration 18Q: 3 clusters Score -3771275 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -3771314.250000 Penalty: 1015.439514
	Iteration 19Q: 3 clusters Score -3771314 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 68917 members 
Entering Unmasked Estep 
Score: -3771347.750000 Penalty: 1015.439514
	Iteration 20F: 3 clusters Score -3771348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -3771374.000000 Penalty: 1015.439514
	Iteration 21Q: 3 clusters Score -3771374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -3771388.250000 Penalty: 1015.439514
	Iteration 22Q: 3 clusters Score -3771388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 69061 members 
Entering Unmasked Estep 
Score: -3771421.500000 Penalty: 1015.439514
	Iteration 23Q: 3 clusters Score -3771422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 69104 members 
Entering Unmasked Estep 
Score: -3771439.750000 Penalty: 1015.439514
	Iteration 24Q: 3 clusters Score -3771440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -3771445.500000 Penalty: 1015.439514
	Iteration 25Q: 3 clusters Score -3771446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -3771457.750000 Penalty: 1015.439514
	Iteration 26Q: 3 clusters Score -3771458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -3771466.000000 Penalty: 1015.439514
	Iteration 27Q: 3 clusters Score -3771466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -3771468.750000 Penalty: 1015.439514
	Iteration 28Q: 3 clusters Score -3771469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -3771473.500000 Penalty: 1015.439514
	Iteration 29Q: 3 clusters Score -3771474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -3771478.000000 Penalty: 1015.439514
	Iteration 30Q: 3 clusters Score -3771478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -3771482.500000 Penalty: 1015.439514
	Iteration 31Q: 3 clusters Score -3771482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -3771488.250000 Penalty: 1015.439514
	Iteration 32Q: 3 clusters Score -3771488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -3771490.000000 Penalty: 1015.439514
	Iteration 33Q: 3 clusters Score -3771490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -3771491.500000 Penalty: 1015.439514
	Iteration 34Q: 3 clusters Score -3771492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -3771496.500000 Penalty: 1015.439514
	Iteration 35Q: 3 clusters Score -3771496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -3771497.750000 Penalty: 1015.439514
	Iteration 36Q: 3 clusters Score -3771498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -3771499.500000 Penalty: 1015.439514
	Iteration 37Q: 3 clusters Score -3771500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -3771500.750000 Penalty: 1015.439514
	Iteration 38Q: 3 clusters Score -3771501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -3771501.000000 Penalty: 1015.439514
	Iteration 39Q: 3 clusters Score -3771501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -3771503.250000 Penalty: 1015.439514
	Iteration 40F: 3 clusters Score -3771503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -3771507.250000 Penalty: 1015.439514
	Iteration 41Q: 3 clusters Score -3771507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -3771506.750000 Penalty: 1015.439514
	Iteration 42Q: 3 clusters Score -3771507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -3771505.250000 Penalty: 1015.439514
	Iteration 43Q: 3 clusters Score -3771505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -3771509.250000 Penalty: 1015.439514
	Iteration 44Q: 3 clusters Score -3771509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -3771508.250000 Penalty: 1015.439514
	Iteration 45Q: 3 clusters Score -3771508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -3771504.250000 Penalty: 1015.439514
	Iteration 46Q: 3 clusters Score -3771504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -3771506.750000 Penalty: 1015.439514
	Iteration 47Q: 3 clusters Score -3771507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -3771507.250000 Penalty: 1015.439514
	Iteration 48Q: 3 clusters Score -3771507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -3771507.250000 Penalty: 1015.439514
	Iteration 49F: 3 clusters Score -3771507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (83050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Entering Unmasked Estep 
Score: -4531101.500000 Penalty: 515.387512
	Iteration 0F: 2 clusters Score -4531102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -4475657.000000 Penalty: 1030.775024
	Iteration 0F: 3 clusters Score -4475657 nChanged 40395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -4500657.500000 Penalty: 1030.775024
	Iteration 1F: 3 clusters Score -4500658 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4502332.500000 Penalty: 1030.775024
	Iteration 2Q: 3 clusters Score -4502332 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -4505193.500000 Penalty: 1030.775024
	Iteration 3F: 3 clusters Score -4505194 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -4510086.000000 Penalty: 1030.775024
	Iteration 4F: 3 clusters Score -4510086 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4517337.500000 Penalty: 1030.775024
	Iteration 5F: 3 clusters Score -4517338 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4524376.500000 Penalty: 1030.775024
	Iteration 6F: 3 clusters Score -4524376 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4528754.500000 Penalty: 1030.775024
	Iteration 7F: 3 clusters Score -4528754 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4530197.500000 Penalty: 1030.775024
	Iteration 8Q: 3 clusters Score -4530198 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -4530512.000000 Penalty: 1030.775024
	Iteration 9Q: 3 clusters Score -4530512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4530600.000000 Penalty: 1030.775024
	Iteration 10Q: 3 clusters Score -4530600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4530621.500000 Penalty: 1030.775024
	Iteration 11Q: 3 clusters Score -4530622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4530632.500000 Penalty: 1030.775024
	Iteration 12Q: 3 clusters Score -4530632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4530634.000000 Penalty: 1030.775024
	Iteration 13Q: 3 clusters Score -4530634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4530638.000000 Penalty: 1030.775024
	Iteration 14Q: 3 clusters Score -4530638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4530643.000000 Penalty: 1030.775024
	Iteration 15Q: 3 clusters Score -4530643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -4530643.000000 Penalty: 1030.775024
	Iteration 16F: 3 clusters Score -4530643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -89531.531250 Penalty: 338.366089
	Iteration 0F: 2 clusters Score -89531.53 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 851 members 
Entering Unmasked Estep 
Score: -88235.093750 Penalty: 676.732178
	Iteration 0F: 3 clusters Score -88235.09 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -88651.601562 Penalty: 676.732178
	Iteration 1F: 3 clusters Score -88651.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -88709.757812 Penalty: 676.732178
	Iteration 2F: 3 clusters Score -88709.76 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -88752.531250 Penalty: 676.732178
	Iteration 3F: 3 clusters Score -88752.53 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -88785.781250 Penalty: 676.732178
	Iteration 4Q: 3 clusters Score -88785.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -88821.210938 Penalty: 676.732178
	Iteration 5Q: 3 clusters Score -88821.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -88852.367188 Penalty: 676.732178
	Iteration 6Q: 3 clusters Score -88852.37 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -88884.320312 Penalty: 676.732178
	Iteration 7Q: 3 clusters Score -88884.32 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -88937.523438 Penalty: 676.732178
	Iteration 8Q: 3 clusters Score -88937.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -88993.523438 Penalty: 676.732178
	Iteration 9Q: 3 clusters Score -88993.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89032.875000 Penalty: 676.732178
	Iteration 10Q: 3 clusters Score -89032.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -89061.976562 Penalty: 676.732178
	Iteration 11Q: 3 clusters Score -89061.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -89084.328125 Penalty: 676.732178
	Iteration 12Q: 3 clusters Score -89084.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -89096.164062 Penalty: 676.732178
	Iteration 13Q: 3 clusters Score -89096.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -89107.062500 Penalty: 676.732178
	Iteration 14Q: 3 clusters Score -89107.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -89114.554688 Penalty: 676.732178
	Iteration 15Q: 3 clusters Score -89114.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -89118.320312 Penalty: 676.732178
	Iteration 16Q: 3 clusters Score -89118.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -89122.546875 Penalty: 676.732178
	Iteration 17Q: 3 clusters Score -89122.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89126.203125 Penalty: 676.732178
	Iteration 18Q: 3 clusters Score -89126.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -89128.375000 Penalty: 676.732178
	Iteration 19Q: 3 clusters Score -89128.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89130.570312 Penalty: 676.732178
	Iteration 20F: 3 clusters Score -89130.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89132.820312 Penalty: 676.732178
	Iteration 21Q: 3 clusters Score -89132.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -89133.382812 Penalty: 676.732178
	Iteration 22Q: 3 clusters Score -89133.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -89133.585938 Penalty: 676.732178
	Iteration 23Q: 3 clusters Score -89133.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -89134.265625 Penalty: 676.732178
	Iteration 24Q: 3 clusters Score -89134.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -89134.539062 Penalty: 676.732178
	Iteration 25Q: 3 clusters Score -89134.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -89134.875000 Penalty: 676.732178
	Iteration 26Q: 3 clusters Score -89134.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -89135.000000 Penalty: 676.732178
	Iteration 27Q: 3 clusters Score -89135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -89135.000000 Penalty: 676.732178
	Iteration 28F: 3 clusters Score -89135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (90016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Entering Unmasked Estep 
Score: -4926410.500000 Penalty: 519.052307
	Iteration 0F: 2 clusters Score -4926410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -4866439.500000 Penalty: 1038.104614
	Iteration 0F: 3 clusters Score -4866440 nChanged 44037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -4893666.000000 Penalty: 1038.104614
	Iteration 1F: 3 clusters Score -4893666 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -4895615.500000 Penalty: 1038.104614
	Iteration 2Q: 3 clusters Score -4895616 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4898902.000000 Penalty: 1038.104614
	Iteration 3F: 3 clusters Score -4898902 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4903957.000000 Penalty: 1038.104614
	Iteration 4F: 3 clusters Score -4903957 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4910027.000000 Penalty: 1038.104614
	Iteration 5F: 3 clusters Score -4910027 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -4915141.500000 Penalty: 1038.104614
	Iteration 6F: 3 clusters Score -4915142 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -4918328.500000 Penalty: 1038.104614
	Iteration 7Q: 3 clusters Score -4918328 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4920324.000000 Penalty: 1038.104614
	Iteration 8Q: 3 clusters Score -4920324 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -4921707.500000 Penalty: 1038.104614
	Iteration 9Q: 3 clusters Score -4921708 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4922802.000000 Penalty: 1038.104614
	Iteration 10Q: 3 clusters Score -4922802 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4923672.000000 Penalty: 1038.104614
	Iteration 11Q: 3 clusters Score -4923672 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87707 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4924384.000000 Penalty: 1038.104614
	Iteration 12Q: 3 clusters Score -4924384 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4924864.500000 Penalty: 1038.104614
	Iteration 13Q: 3 clusters Score -4924864 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4925245.000000 Penalty: 1038.104614
	Iteration 14Q: 3 clusters Score -4925245 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4925511.000000 Penalty: 1038.104614
	Iteration 15Q: 3 clusters Score -4925511 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4925680.000000 Penalty: 1038.104614
	Iteration 16Q: 3 clusters Score -4925680 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4925767.500000 Penalty: 1038.104614
	Iteration 17Q: 3 clusters Score -4925768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89767 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4925839.500000 Penalty: 1038.104614
	Iteration 18Q: 3 clusters Score -4925840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89824 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4925896.500000 Penalty: 1038.104614
	Iteration 19Q: 3 clusters Score -4925896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4925915.500000 Penalty: 1038.104614
	Iteration 20F: 3 clusters Score -4925916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4925926.500000 Penalty: 1038.104614
	Iteration 21Q: 3 clusters Score -4925926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4925931.000000 Penalty: 1038.104614
	Iteration 22Q: 3 clusters Score -4925931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4925947.500000 Penalty: 1038.104614
	Iteration 23Q: 3 clusters Score -4925948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -4925960.500000 Penalty: 1038.104614
	Iteration 24Q: 3 clusters Score -4925960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4925969.500000 Penalty: 1038.104614
	Iteration 25Q: 3 clusters Score -4925970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89896 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4925974.000000 Penalty: 1038.104614
	Iteration 26Q: 3 clusters Score -4925974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -4925980.000000 Penalty: 1038.104614
	Iteration 27Q: 3 clusters Score -4925980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89901 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -4925980.500000 Penalty: 1038.104614
	Iteration 28Q: 3 clusters Score -4925980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89901 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -4925980.500000 Penalty: 1038.104614
	Iteration 29F: 3 clusters Score -4925980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (71912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Entering Unmasked Estep 
Score: -3784615.000000 Penalty: 508.835510
	Iteration 0F: 2 clusters Score -3784615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -3736360.500000 Penalty: 1017.671021
	Iteration 0F: 3 clusters Score -3736360 nChanged 34891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -3757820.000000 Penalty: 1017.671021
	Iteration 1F: 3 clusters Score -3757820 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -3758971.250000 Penalty: 1017.671021
	Iteration 2Q: 3 clusters Score -3758971 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -3760695.000000 Penalty: 1017.671021
	Iteration 3Q: 3 clusters Score -3760695 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -3763247.250000 Penalty: 1017.671021
	Iteration 4F: 3 clusters Score -3763247 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -3766692.500000 Penalty: 1017.671021
	Iteration 5F: 3 clusters Score -3766692 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3770242.250000 Penalty: 1017.671021
	Iteration 6F: 3 clusters Score -3770242 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3772372.500000 Penalty: 1017.671021
	Iteration 7F: 3 clusters Score -3772372 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3773061.250000 Penalty: 1017.671021
	Iteration 8Q: 3 clusters Score -3773061 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3773334.250000 Penalty: 1017.671021
	Iteration 9Q: 3 clusters Score -3773334 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3773456.750000 Penalty: 1017.671021
	Iteration 10Q: 3 clusters Score -3773457 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3773612.250000 Penalty: 1017.671021
	Iteration 11Q: 3 clusters Score -3773612 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3773748.250000 Penalty: 1017.671021
	Iteration 12Q: 3 clusters Score -3773748 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3773963.250000 Penalty: 1017.671021
	Iteration 13Q: 3 clusters Score -3773963 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3774197.750000 Penalty: 1017.671021
	Iteration 14Q: 3 clusters Score -3774198 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3774447.000000 Penalty: 1017.671021
	Iteration 15Q: 3 clusters Score -3774447 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3774734.500000 Penalty: 1017.671021
	Iteration 16Q: 3 clusters Score -3774734 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3775068.750000 Penalty: 1017.671021
	Iteration 17Q: 3 clusters Score -3775069 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3775419.250000 Penalty: 1017.671021
	Iteration 18Q: 3 clusters Score -3775419 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3775784.250000 Penalty: 1017.671021
	Iteration 19Q: 3 clusters Score -3775784 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3776181.500000 Penalty: 1017.671021
	Iteration 20F: 3 clusters Score -3776182 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3776614.500000 Penalty: 1017.671021
	Iteration 21Q: 3 clusters Score -3776614 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3777096.500000 Penalty: 1017.671021
	Iteration 22Q: 3 clusters Score -3777096 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3777612.500000 Penalty: 1017.671021
	Iteration 23Q: 3 clusters Score -3777612 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3778116.500000 Penalty: 1017.671021
	Iteration 24Q: 3 clusters Score -3778116 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3778632.000000 Penalty: 1017.671021
	Iteration 25Q: 3 clusters Score -3778632 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3779185.250000 Penalty: 1017.671021
	Iteration 26Q: 3 clusters Score -3779185 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3779733.500000 Penalty: 1017.671021
	Iteration 27Q: 3 clusters Score -3779734 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3780309.500000 Penalty: 1017.671021
	Iteration 28Q: 3 clusters Score -3780310 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3780860.750000 Penalty: 1017.671021
	Iteration 29Q: 3 clusters Score -3780861 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3781333.750000 Penalty: 1017.671021
	Iteration 30Q: 3 clusters Score -3781334 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3781757.000000 Penalty: 1017.671021
	Iteration 31Q: 3 clusters Score -3781757 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3782086.000000 Penalty: 1017.671021
	Iteration 32Q: 3 clusters Score -3782086 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3782382.000000 Penalty: 1017.671021
	Iteration 33Q: 3 clusters Score -3782382 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3782623.750000 Penalty: 1017.671021
	Iteration 34Q: 3 clusters Score -3782624 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3782806.500000 Penalty: 1017.671021
	Iteration 35Q: 3 clusters Score -3782806 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3782955.500000 Penalty: 1017.671021
	Iteration 36Q: 3 clusters Score -3782956 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3783101.000000 Penalty: 1017.671021
	Iteration 37Q: 3 clusters Score -3783101 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3783234.500000 Penalty: 1017.671021
	Iteration 38Q: 3 clusters Score -3783234 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3783345.000000 Penalty: 1017.671021
	Iteration 39Q: 3 clusters Score -3783345 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3783449.250000 Penalty: 1017.671021
	Iteration 40F: 3 clusters Score -3783449 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3783538.000000 Penalty: 1017.671021
	Iteration 41Q: 3 clusters Score -3783538 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70245 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3783616.250000 Penalty: 1017.671021
	Iteration 42Q: 3 clusters Score -3783616 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3783689.750000 Penalty: 1017.671021
	Iteration 43Q: 3 clusters Score -3783690 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70621 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3783751.500000 Penalty: 1017.671021
	Iteration 44Q: 3 clusters Score -3783752 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3783794.000000 Penalty: 1017.671021
	Iteration 45Q: 3 clusters Score -3783794 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3783854.250000 Penalty: 1017.671021
	Iteration 46Q: 3 clusters Score -3783854 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3783899.000000 Penalty: 1017.671021
	Iteration 47Q: 3 clusters Score -3783899 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71132 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3783930.750000 Penalty: 1017.671021
	Iteration 48Q: 3 clusters Score -3783931 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3783963.250000 Penalty: 1017.671021
	Iteration 49Q: 3 clusters Score -3783963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3783996.750000 Penalty: 1017.671021
	Iteration 50Q: 3 clusters Score -3783997 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3784024.500000 Penalty: 1017.671021
	Iteration 51Q: 3 clusters Score -3784024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71446 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3784039.750000 Penalty: 1017.671021
	Iteration 52Q: 3 clusters Score -3784040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3784058.500000 Penalty: 1017.671021
	Iteration 53Q: 3 clusters Score -3784058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3784087.500000 Penalty: 1017.671021
	Iteration 54Q: 3 clusters Score -3784088 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3784101.250000 Penalty: 1017.671021
	Iteration 55Q: 3 clusters Score -3784101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3784113.500000 Penalty: 1017.671021
	Iteration 56Q: 3 clusters Score -3784114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3784118.750000 Penalty: 1017.671021
	Iteration 57Q: 3 clusters Score -3784119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71665 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3784136.500000 Penalty: 1017.671021
	Iteration 58Q: 3 clusters Score -3784136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3784141.000000 Penalty: 1017.671021
	Iteration 59Q: 3 clusters Score -3784141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3784155.750000 Penalty: 1017.671021
	Iteration 60F: 3 clusters Score -3784156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3784157.000000 Penalty: 1017.671021
	Iteration 61Q: 3 clusters Score -3784157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3784161.000000 Penalty: 1017.671021
	Iteration 62Q: 3 clusters Score -3784161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3784165.000000 Penalty: 1017.671021
	Iteration 63Q: 3 clusters Score -3784165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3784171.750000 Penalty: 1017.671021
	Iteration 64Q: 3 clusters Score -3784172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3784178.000000 Penalty: 1017.671021
	Iteration 65Q: 3 clusters Score -3784178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3784184.500000 Penalty: 1017.671021
	Iteration 66Q: 3 clusters Score -3784184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3784188.000000 Penalty: 1017.671021
	Iteration 67Q: 3 clusters Score -3784188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3784188.500000 Penalty: 1017.671021
	Iteration 68Q: 3 clusters Score -3784188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3784193.250000 Penalty: 1017.671021
	Iteration 69Q: 3 clusters Score -3784193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3784193.250000 Penalty: 1017.671021
	Iteration 70F: 3 clusters Score -3784193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Entering Unmasked Estep 
Score: -435947.187500 Penalty: 412.927155
	Iteration 0F: 2 clusters Score -435947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -430131.250000 Penalty: 825.854309
	Iteration 0F: 3 clusters Score -430131.2 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -432462.531250 Penalty: 825.854309
	Iteration 1F: 3 clusters Score -432462.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -432755.906250 Penalty: 825.854309
	Iteration 2F: 3 clusters Score -432755.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -433154.406250 Penalty: 825.854309
	Iteration 3F: 3 clusters Score -433154.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -433688.593750 Penalty: 825.854309
	Iteration 4F: 3 clusters Score -433688.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -434329.656250 Penalty: 825.854309
	Iteration 5F: 3 clusters Score -434329.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -434940.843750 Penalty: 825.854309
	Iteration 6Q: 3 clusters Score -434940.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -435313.750000 Penalty: 825.854309
	Iteration 7Q: 3 clusters Score -435313.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -435479.968750 Penalty: 825.854309
	Iteration 8Q: 3 clusters Score -435480 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -435574.343750 Penalty: 825.854309
	Iteration 9Q: 3 clusters Score -435574.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -435646.968750 Penalty: 825.854309
	Iteration 10Q: 3 clusters Score -435647 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -435682.343750 Penalty: 825.854309
	Iteration 11Q: 3 clusters Score -435682.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -435699.500000 Penalty: 825.854309
	Iteration 12Q: 3 clusters Score -435699.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -435706.656250 Penalty: 825.854309
	Iteration 13Q: 3 clusters Score -435706.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -435712.562500 Penalty: 825.854309
	Iteration 14Q: 3 clusters Score -435712.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -435715.562500 Penalty: 825.854309
	Iteration 15Q: 3 clusters Score -435715.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -435718.343750 Penalty: 825.854309
	Iteration 16Q: 3 clusters Score -435718.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -435718.125000 Penalty: 825.854309
	Iteration 17Q: 3 clusters Score -435718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -435718.000000 Penalty: 825.854309
	Iteration 18Q: 3 clusters Score -435718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -435719.093750 Penalty: 825.854309
	Iteration 19Q: 3 clusters Score -435719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -435719.906250 Penalty: 825.854309
	Iteration 20F: 3 clusters Score -435719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -435720.437500 Penalty: 825.854309
	Iteration 21Q: 3 clusters Score -435720.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -435721.031250 Penalty: 825.854309
	Iteration 22Q: 3 clusters Score -435721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -435721.781250 Penalty: 825.854309
	Iteration 23Q: 3 clusters Score -435721.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -435721.656250 Penalty: 825.854309
	Iteration 24Q: 3 clusters Score -435721.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -435723.093750 Penalty: 825.854309
	Iteration 25Q: 3 clusters Score -435723.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -435723.781250 Penalty: 825.854309
	Iteration 26Q: 3 clusters Score -435723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -435724.125000 Penalty: 825.854309
	Iteration 27Q: 3 clusters Score -435724.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -435723.593750 Penalty: 825.854309
	Iteration 28Q: 3 clusters Score -435723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -435723.937500 Penalty: 825.854309
	Iteration 29Q: 3 clusters Score -435723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -435724.281250 Penalty: 825.854309
	Iteration 30Q: 3 clusters Score -435724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -435724.656250 Penalty: 825.854309
	Iteration 31Q: 3 clusters Score -435724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -435724.656250 Penalty: 825.854309
	Iteration 32F: 3 clusters Score -435724.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -153420.250000 Penalty: 361.101776
	Iteration 0F: 2 clusters Score -153420.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -151433.390625 Penalty: 722.203552
	Iteration 0F: 3 clusters Score -151433.4 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -152186.687500 Penalty: 722.203552
	Iteration 1F: 3 clusters Score -152186.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -152345.484375 Penalty: 722.203552
	Iteration 2F: 3 clusters Score -152345.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -152489.390625 Penalty: 722.203552
	Iteration 3F: 3 clusters Score -152489.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152620.140625 Penalty: 722.203552
	Iteration 4F: 3 clusters Score -152620.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152759.515625 Penalty: 722.203552
	Iteration 5F: 3 clusters Score -152759.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -152916.937500 Penalty: 722.203552
	Iteration 6Q: 3 clusters Score -152916.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -153033.093750 Penalty: 722.203552
	Iteration 7Q: 3 clusters Score -153033.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -153078.828125 Penalty: 722.203552
	Iteration 8Q: 3 clusters Score -153078.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -153101.984375 Penalty: 722.203552
	Iteration 9Q: 3 clusters Score -153102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -153119.468750 Penalty: 722.203552
	Iteration 10Q: 3 clusters Score -153119.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -153123.421875 Penalty: 722.203552
	Iteration 11Q: 3 clusters Score -153123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -153126.750000 Penalty: 722.203552
	Iteration 12Q: 3 clusters Score -153126.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -153130.875000 Penalty: 722.203552
	Iteration 13Q: 3 clusters Score -153130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -153133.765625 Penalty: 722.203552
	Iteration 14Q: 3 clusters Score -153133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -153136.765625 Penalty: 722.203552
	Iteration 15Q: 3 clusters Score -153136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -153140.484375 Penalty: 722.203552
	Iteration 16Q: 3 clusters Score -153140.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -153143.656250 Penalty: 722.203552
	Iteration 17Q: 3 clusters Score -153143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -153146.421875 Penalty: 722.203552
	Iteration 18Q: 3 clusters Score -153146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -153147.953125 Penalty: 722.203552
	Iteration 19Q: 3 clusters Score -153148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -153148.531250 Penalty: 722.203552
	Iteration 20F: 3 clusters Score -153148.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -153149.156250 Penalty: 722.203552
	Iteration 21Q: 3 clusters Score -153149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -153149.781250 Penalty: 722.203552
	Iteration 22Q: 3 clusters Score -153149.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -153149.781250 Penalty: 722.203552
	Iteration 23F: 3 clusters Score -153149.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Entering Unmasked Estep 
Score: -791643.500000 Penalty: 437.884705
	Iteration 0F: 2 clusters Score -791643.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -781533.750000 Penalty: 875.769409
	Iteration 0F: 3 clusters Score -781533.8 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -785770.062500 Penalty: 875.769409
	Iteration 1F: 3 clusters Score -785770.1 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -786128.250000 Penalty: 875.769409
	Iteration 2F: 3 clusters Score -786128.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -786593.687500 Penalty: 875.769409
	Iteration 3F: 3 clusters Score -786593.7 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -787256.687500 Penalty: 875.769409
	Iteration 4F: 3 clusters Score -787256.7 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -788210.812500 Penalty: 875.769409
	Iteration 5F: 3 clusters Score -788210.8 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -789120.937500 Penalty: 875.769409
	Iteration 6F: 3 clusters Score -789120.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -789691.625000 Penalty: 875.769409
	Iteration 7Q: 3 clusters Score -789691.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -790018.062500 Penalty: 875.769409
	Iteration 8Q: 3 clusters Score -790018.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -790228.562500 Penalty: 875.769409
	Iteration 9Q: 3 clusters Score -790228.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -790417.625000 Penalty: 875.769409
	Iteration 10Q: 3 clusters Score -790417.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -790588.500000 Penalty: 875.769409
	Iteration 11Q: 3 clusters Score -790588.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -790738.312500 Penalty: 875.769409
	Iteration 12Q: 3 clusters Score -790738.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -790856.250000 Penalty: 875.769409
	Iteration 13Q: 3 clusters Score -790856.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -790924.937500 Penalty: 875.769409
	Iteration 14Q: 3 clusters Score -790924.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -790984.562500 Penalty: 875.769409
	Iteration 15Q: 3 clusters Score -790984.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -791036.875000 Penalty: 875.769409
	Iteration 16Q: 3 clusters Score -791036.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -791084.062500 Penalty: 875.769409
	Iteration 17Q: 3 clusters Score -791084.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -791130.187500 Penalty: 875.769409
	Iteration 18Q: 3 clusters Score -791130.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -791170.750000 Penalty: 875.769409
	Iteration 19Q: 3 clusters Score -791170.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -791197.000000 Penalty: 875.769409
	Iteration 20F: 3 clusters Score -791197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -791215.875000 Penalty: 875.769409
	Iteration 21Q: 3 clusters Score -791215.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -791226.562500 Penalty: 875.769409
	Iteration 22Q: 3 clusters Score -791226.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -791233.937500 Penalty: 875.769409
	Iteration 23Q: 3 clusters Score -791233.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -791238.312500 Penalty: 875.769409
	Iteration 24Q: 3 clusters Score -791238.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -791245.250000 Penalty: 875.769409
	Iteration 25Q: 3 clusters Score -791245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -791247.687500 Penalty: 875.769409
	Iteration 26Q: 3 clusters Score -791247.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -791251.000000 Penalty: 875.769409
	Iteration 27Q: 3 clusters Score -791251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -791255.562500 Penalty: 875.769409
	Iteration 28Q: 3 clusters Score -791255.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -791259.500000 Penalty: 875.769409
	Iteration 29Q: 3 clusters Score -791259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -791260.875000 Penalty: 875.769409
	Iteration 30Q: 3 clusters Score -791260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -791261.687500 Penalty: 875.769409
	Iteration 31Q: 3 clusters Score -791261.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -791262.937500 Penalty: 875.769409
	Iteration 32Q: 3 clusters Score -791262.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -791265.375000 Penalty: 875.769409
	Iteration 33Q: 3 clusters Score -791265.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -791266.000000 Penalty: 875.769409
	Iteration 34Q: 3 clusters Score -791266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -791267.687500 Penalty: 875.769409
	Iteration 35Q: 3 clusters Score -791267.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -791272.437500 Penalty: 875.769409
	Iteration 36Q: 3 clusters Score -791272.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -791274.500000 Penalty: 875.769409
	Iteration 37Q: 3 clusters Score -791274.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -791274.625000 Penalty: 875.769409
	Iteration 38Q: 3 clusters Score -791274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -791274.375000 Penalty: 875.769409
	Iteration 39Q: 3 clusters Score -791274.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -791274.375000 Penalty: 875.769409
	Iteration 40F: 3 clusters Score -791274.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (161629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161629 members 
Entering Unmasked Estep 
Score: -8356856.000000 Penalty: 545.684204
	Iteration 0F: 2 clusters Score -8356856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81040 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -8248314.500000 Penalty: 1091.368408
	Iteration 0F: 3 clusters Score -8248314 nChanged 79561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
Score: -8298461.000000 Penalty: 1091.368408
	Iteration 1F: 3 clusters Score -8298461 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94168 members 
Mstep: Class 2 contains 67461 members 
Entering Unmasked Estep 
Score: -8301934.500000 Penalty: 1091.368408
	Iteration 2Q: 3 clusters Score -8301934 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -8308219.000000 Penalty: 1091.368408
	Iteration 3F: 3 clusters Score -8308219 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108701 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -8317309.000000 Penalty: 1091.368408
	Iteration 4F: 3 clusters Score -8317309 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115622 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -8326481.000000 Penalty: 1091.368408
	Iteration 5F: 3 clusters Score -8326481 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120556 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -8332315.500000 Penalty: 1091.368408
	Iteration 6F: 3 clusters Score -8332316 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124258 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -8335064.000000 Penalty: 1091.368408
	Iteration 7Q: 3 clusters Score -8335064 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127645 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -8336763.000000 Penalty: 1091.368408
	Iteration 8Q: 3 clusters Score -8336763 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131100 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -8338335.000000 Penalty: 1091.368408
	Iteration 9Q: 3 clusters Score -8338335 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134515 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -8339896.000000 Penalty: 1091.368408
	Iteration 10Q: 3 clusters Score -8339896 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137767 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -8341358.000000 Penalty: 1091.368408
	Iteration 11Q: 3 clusters Score -8341358 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140863 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -8342838.500000 Penalty: 1091.368408
	Iteration 12Q: 3 clusters Score -8342838 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143863 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -8344471.500000 Penalty: 1091.368408
	Iteration 13Q: 3 clusters Score -8344472 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146740 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -8346279.000000 Penalty: 1091.368408
	Iteration 14Q: 3 clusters Score -8346279 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149455 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -8348123.500000 Penalty: 1091.368408
	Iteration 15Q: 3 clusters Score -8348124 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152055 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -8350001.500000 Penalty: 1091.368408
	Iteration 16Q: 3 clusters Score -8350002 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154486 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -8351676.500000 Penalty: 1091.368408
	Iteration 17Q: 3 clusters Score -8351676 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156530 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -8353141.500000 Penalty: 1091.368408
	Iteration 18Q: 3 clusters Score -8353142 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158143 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -8354296.500000 Penalty: 1091.368408
	Iteration 19Q: 3 clusters Score -8354296 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159353 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8355140.000000 Penalty: 1091.368408
	Iteration 20F: 3 clusters Score -8355140 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160181 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8355667.500000 Penalty: 1091.368408
	Iteration 21Q: 3 clusters Score -8355668 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160749 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8355949.000000 Penalty: 1091.368408
	Iteration 22Q: 3 clusters Score -8355949 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161092 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8356156.000000 Penalty: 1091.368408
	Iteration 23Q: 3 clusters Score -8356156 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161298 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8356295.500000 Penalty: 1091.368408
	Iteration 24Q: 3 clusters Score -8356296 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161396 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8356324.000000 Penalty: 1091.368408
	Iteration 25Q: 3 clusters Score -8356324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161455 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8356367.500000 Penalty: 1091.368408
	Iteration 26Q: 3 clusters Score -8356368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161483 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8356384.000000 Penalty: 1091.368408
	Iteration 27Q: 3 clusters Score -8356384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161503 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8356394.000000 Penalty: 1091.368408
	Iteration 28Q: 3 clusters Score -8356394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161519 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8356412.000000 Penalty: 1091.368408
	Iteration 29Q: 3 clusters Score -8356412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161529 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8356416.000000 Penalty: 1091.368408
	Iteration 30Q: 3 clusters Score -8356416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161533 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8356413.500000 Penalty: 1091.368408
	Iteration 31Q: 3 clusters Score -8356414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161538 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8356413.000000 Penalty: 1091.368408
	Iteration 32Q: 3 clusters Score -8356413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161540 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8356413.000000 Penalty: 1091.368408
	Iteration 33Q: 3 clusters Score -8356413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161542 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8356421.500000 Penalty: 1091.368408
	Iteration 34Q: 3 clusters Score -8356422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161547 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8356420.500000 Penalty: 1091.368408
	Iteration 35Q: 3 clusters Score -8356420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161548 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8356421.000000 Penalty: 1091.368408
	Iteration 36Q: 3 clusters Score -8356421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161548 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8356421.000000 Penalty: 1091.368408
	Iteration 37F: 3 clusters Score -8356421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Entering Unmasked Estep 
Score: -373272.437500 Penalty: 402.292480
	Iteration 0F: 2 clusters Score -373272.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -368563.437500 Penalty: 804.584961
	Iteration 0F: 3 clusters Score -368563.4 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -370403.250000 Penalty: 804.584961
	Iteration 1F: 3 clusters Score -370403.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -370646.843750 Penalty: 804.584961
	Iteration 2F: 3 clusters Score -370646.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -371063.625000 Penalty: 804.584961
	Iteration 3F: 3 clusters Score -371063.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -371644.718750 Penalty: 804.584961
	Iteration 4F: 3 clusters Score -371644.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -372207.750000 Penalty: 804.584961
	Iteration 5F: 3 clusters Score -372207.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -372532.875000 Penalty: 804.584961
	Iteration 6F: 3 clusters Score -372532.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -372709.437500 Penalty: 804.584961
	Iteration 7Q: 3 clusters Score -372709.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -372810.750000 Penalty: 804.584961
	Iteration 8Q: 3 clusters Score -372810.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -372883.687500 Penalty: 804.584961
	Iteration 9Q: 3 clusters Score -372883.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -372929.062500 Penalty: 804.584961
	Iteration 10Q: 3 clusters Score -372929.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -372955.843750 Penalty: 804.584961
	Iteration 11Q: 3 clusters Score -372955.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -372977.000000 Penalty: 804.584961
	Iteration 12Q: 3 clusters Score -372977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -372995.250000 Penalty: 804.584961
	Iteration 13Q: 3 clusters Score -372995.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -373012.500000 Penalty: 804.584961
	Iteration 14Q: 3 clusters Score -373012.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -373041.843750 Penalty: 804.584961
	Iteration 15Q: 3 clusters Score -373041.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -373073.312500 Penalty: 804.584961
	Iteration 16Q: 3 clusters Score -373073.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -373110.625000 Penalty: 804.584961
	Iteration 17Q: 3 clusters Score -373110.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -373141.687500 Penalty: 804.584961
	Iteration 18Q: 3 clusters Score -373141.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -373171.781250 Penalty: 804.584961
	Iteration 19Q: 3 clusters Score -373171.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -373195.968750 Penalty: 804.584961
	Iteration 20F: 3 clusters Score -373196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -373208.468750 Penalty: 804.584961
	Iteration 21Q: 3 clusters Score -373208.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -373217.781250 Penalty: 804.584961
	Iteration 22Q: 3 clusters Score -373217.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -373225.468750 Penalty: 804.584961
	Iteration 23Q: 3 clusters Score -373225.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -373235.812500 Penalty: 804.584961
	Iteration 24Q: 3 clusters Score -373235.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -373242.750000 Penalty: 804.584961
	Iteration 25Q: 3 clusters Score -373242.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -373245.968750 Penalty: 804.584961
	Iteration 26Q: 3 clusters Score -373246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -373248.656250 Penalty: 804.584961
	Iteration 27Q: 3 clusters Score -373248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -373250.812500 Penalty: 804.584961
	Iteration 28Q: 3 clusters Score -373250.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -373251.031250 Penalty: 804.584961
	Iteration 29Q: 3 clusters Score -373251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -373251.625000 Penalty: 804.584961
	Iteration 30Q: 3 clusters Score -373251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -373251.937500 Penalty: 804.584961
	Iteration 31Q: 3 clusters Score -373251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -373252.125000 Penalty: 804.584961
	Iteration 32Q: 3 clusters Score -373252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -373252.125000 Penalty: 804.584961
	Iteration 33F: 3 clusters Score -373252.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -32637.599609 Penalty: 295.396912
	Iteration 0F: 2 clusters Score -32637.6 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 325 members 
Entering Unmasked Estep 
Score: -32040.914062 Penalty: 590.793823
	Iteration 0F: 3 clusters Score -32040.91 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -32203.960938 Penalty: 590.793823
	Iteration 1F: 3 clusters Score -32203.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -32256.076172 Penalty: 590.793823
	Iteration 2F: 3 clusters Score -32256.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -32288.441406 Penalty: 590.793823
	Iteration 3F: 3 clusters Score -32288.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32301.798828 Penalty: 590.793823
	Iteration 4Q: 3 clusters Score -32301.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32309.855469 Penalty: 590.793823
	Iteration 5Q: 3 clusters Score -32309.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -32323.650391 Penalty: 590.793823
	Iteration 6Q: 3 clusters Score -32323.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -32338.509766 Penalty: 590.793823
	Iteration 7Q: 3 clusters Score -32338.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -32341.691406 Penalty: 590.793823
	Iteration 8Q: 3 clusters Score -32341.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32343.009766 Penalty: 590.793823
	Iteration 9Q: 3 clusters Score -32343.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32344.869141 Penalty: 590.793823
	Iteration 10Q: 3 clusters Score -32344.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32346.808594 Penalty: 590.793823
	Iteration 11Q: 3 clusters Score -32346.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32348.113281 Penalty: 590.793823
	Iteration 12Q: 3 clusters Score -32348.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32348.535156 Penalty: 590.793823
	Iteration 13Q: 3 clusters Score -32348.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32348.660156 Penalty: 590.793823
	Iteration 14Q: 3 clusters Score -32348.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32349.000000 Penalty: 590.793823
	Iteration 15Q: 3 clusters Score -32349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32349.660156 Penalty: 590.793823
	Iteration 16Q: 3 clusters Score -32349.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32350.291016 Penalty: 590.793823
	Iteration 17Q: 3 clusters Score -32350.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32351.232422 Penalty: 590.793823
	Iteration 18Q: 3 clusters Score -32351.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32351.857422 Penalty: 590.793823
	Iteration 19Q: 3 clusters Score -32351.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32352.558594 Penalty: 590.793823
	Iteration 20F: 3 clusters Score -32352.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32353.203125 Penalty: 590.793823
	Iteration 21Q: 3 clusters Score -32353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32353.382812 Penalty: 590.793823
	Iteration 22Q: 3 clusters Score -32353.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32353.382812 Penalty: 590.793823
	Iteration 23F: 3 clusters Score -32353.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (42491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Entering Unmasked Estep 
Score: -2345622.500000 Penalty: 484.895660
	Iteration 0F: 2 clusters Score -2345622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2317097.250000 Penalty: 969.791321
	Iteration 0F: 3 clusters Score -2317097 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2329223.500000 Penalty: 969.791321
	Iteration 1F: 3 clusters Score -2329224 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2329841.500000 Penalty: 969.791321
	Iteration 2Q: 3 clusters Score -2329842 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2330733.250000 Penalty: 969.791321
	Iteration 3Q: 3 clusters Score -2330733 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2332300.500000 Penalty: 969.791321
	Iteration 4F: 3 clusters Score -2332300 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2334802.250000 Penalty: 969.791321
	Iteration 5F: 3 clusters Score -2334802 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2337798.250000 Penalty: 969.791321
	Iteration 6F: 3 clusters Score -2337798 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2339795.500000 Penalty: 969.791321
	Iteration 7F: 3 clusters Score -2339796 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2340597.500000 Penalty: 969.791321
	Iteration 8Q: 3 clusters Score -2340598 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2341100.500000 Penalty: 969.791321
	Iteration 9Q: 3 clusters Score -2341100 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2341589.000000 Penalty: 969.791321
	Iteration 10Q: 3 clusters Score -2341589 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -2342051.000000 Penalty: 969.791321
	Iteration 11Q: 3 clusters Score -2342051 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -2342578.250000 Penalty: 969.791321
	Iteration 12Q: 3 clusters Score -2342578 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2343029.250000 Penalty: 969.791321
	Iteration 13Q: 3 clusters Score -2343029 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -2343420.250000 Penalty: 969.791321
	Iteration 14Q: 3 clusters Score -2343420 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -2343711.750000 Penalty: 969.791321
	Iteration 15Q: 3 clusters Score -2343712 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -2343887.500000 Penalty: 969.791321
	Iteration 16Q: 3 clusters Score -2343888 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -2344000.750000 Penalty: 969.791321
	Iteration 17Q: 3 clusters Score -2344001 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -2344070.500000 Penalty: 969.791321
	Iteration 18Q: 3 clusters Score -2344070 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -2344112.250000 Penalty: 969.791321
	Iteration 19Q: 3 clusters Score -2344112 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -2344147.750000 Penalty: 969.791321
	Iteration 20F: 3 clusters Score -2344148 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -2344179.500000 Penalty: 969.791321
	Iteration 21Q: 3 clusters Score -2344180 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -2344192.500000 Penalty: 969.791321
	Iteration 22Q: 3 clusters Score -2344192 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -2344205.750000 Penalty: 969.791321
	Iteration 23Q: 3 clusters Score -2344206 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -2344209.750000 Penalty: 969.791321
	Iteration 24Q: 3 clusters Score -2344210 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -2344223.250000 Penalty: 969.791321
	Iteration 25Q: 3 clusters Score -2344223 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -2344225.500000 Penalty: 969.791321
	Iteration 26Q: 3 clusters Score -2344226 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -2344237.750000 Penalty: 969.791321
	Iteration 27Q: 3 clusters Score -2344238 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -2344247.250000 Penalty: 969.791321
	Iteration 28Q: 3 clusters Score -2344247 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -2344259.250000 Penalty: 969.791321
	Iteration 29Q: 3 clusters Score -2344259 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -2344268.750000 Penalty: 969.791321
	Iteration 30Q: 3 clusters Score -2344269 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -2344272.250000 Penalty: 969.791321
	Iteration 31Q: 3 clusters Score -2344272 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -2344275.000000 Penalty: 969.791321
	Iteration 32Q: 3 clusters Score -2344275 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -2344285.750000 Penalty: 969.791321
	Iteration 33Q: 3 clusters Score -2344286 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -2344299.500000 Penalty: 969.791321
	Iteration 34Q: 3 clusters Score -2344300 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -2344296.250000 Penalty: 969.791321
	Iteration 35Q: 3 clusters Score -2344296 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -2344298.750000 Penalty: 969.791321
	Iteration 36Q: 3 clusters Score -2344299 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -2344307.500000 Penalty: 969.791321
	Iteration 37Q: 3 clusters Score -2344308 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -2344318.750000 Penalty: 969.791321
	Iteration 38Q: 3 clusters Score -2344319 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -2344330.000000 Penalty: 969.791321
	Iteration 39Q: 3 clusters Score -2344330 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -2344331.000000 Penalty: 969.791321
	Iteration 40F: 3 clusters Score -2344331 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -2344353.750000 Penalty: 969.791321
	Iteration 41Q: 3 clusters Score -2344354 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -2344356.500000 Penalty: 969.791321
	Iteration 42Q: 3 clusters Score -2344356 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -2344365.000000 Penalty: 969.791321
	Iteration 43Q: 3 clusters Score -2344365 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -2344367.750000 Penalty: 969.791321
	Iteration 44Q: 3 clusters Score -2344368 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -2344389.250000 Penalty: 969.791321
	Iteration 45Q: 3 clusters Score -2344389 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -2344388.000000 Penalty: 969.791321
	Iteration 46Q: 3 clusters Score -2344388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -2344393.500000 Penalty: 969.791321
	Iteration 47Q: 3 clusters Score -2344394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -2344390.000000 Penalty: 969.791321
	Iteration 48Q: 3 clusters Score -2344390 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -2344394.750000 Penalty: 969.791321
	Iteration 49Q: 3 clusters Score -2344395 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -2344406.500000 Penalty: 969.791321
	Iteration 50Q: 3 clusters Score -2344406 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -2344418.250000 Penalty: 969.791321
	Iteration 51Q: 3 clusters Score -2344418 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -2344419.250000 Penalty: 969.791321
	Iteration 52Q: 3 clusters Score -2344419 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -2344423.750000 Penalty: 969.791321
	Iteration 53Q: 3 clusters Score -2344424 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -2344423.750000 Penalty: 969.791321
	Iteration 54Q: 3 clusters Score -2344424 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -2344418.500000 Penalty: 969.791321
	Iteration 55Q: 3 clusters Score -2344418 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -2344417.250000 Penalty: 969.791321
	Iteration 56Q: 3 clusters Score -2344417 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -2344424.500000 Penalty: 969.791321
	Iteration 57Q: 3 clusters Score -2344424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -2344437.750000 Penalty: 969.791321
	Iteration 58Q: 3 clusters Score -2344438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -2344440.500000 Penalty: 969.791321
	Iteration 59Q: 3 clusters Score -2344440 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -2344450.500000 Penalty: 969.791321
	Iteration 60F: 3 clusters Score -2344450 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -2344450.250000 Penalty: 969.791321
	Iteration 61Q: 3 clusters Score -2344450 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -2344459.000000 Penalty: 969.791321
	Iteration 62Q: 3 clusters Score -2344459 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -2344471.500000 Penalty: 969.791321
	Iteration 63Q: 3 clusters Score -2344472 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -2344470.000000 Penalty: 969.791321
	Iteration 64Q: 3 clusters Score -2344470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -2344481.000000 Penalty: 969.791321
	Iteration 65Q: 3 clusters Score -2344481 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -2344490.000000 Penalty: 969.791321
	Iteration 66Q: 3 clusters Score -2344490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -2344500.750000 Penalty: 969.791321
	Iteration 67Q: 3 clusters Score -2344501 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -2344513.250000 Penalty: 969.791321
	Iteration 68Q: 3 clusters Score -2344513 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -2344525.750000 Penalty: 969.791321
	Iteration 69Q: 3 clusters Score -2344526 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -2344532.500000 Penalty: 969.791321
	Iteration 70Q: 3 clusters Score -2344532 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -2344542.750000 Penalty: 969.791321
	Iteration 71Q: 3 clusters Score -2344543 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -2344552.000000 Penalty: 969.791321
	Iteration 72Q: 3 clusters Score -2344552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -2344556.750000 Penalty: 969.791321
	Iteration 73Q: 3 clusters Score -2344557 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -2344569.500000 Penalty: 969.791321
	Iteration 74Q: 3 clusters Score -2344570 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -2344567.500000 Penalty: 969.791321
	Iteration 75Q: 3 clusters Score -2344568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -2344565.750000 Penalty: 969.791321
	Iteration 76Q: 3 clusters Score -2344566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -2344566.500000 Penalty: 969.791321
	Iteration 77Q: 3 clusters Score -2344566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -2344576.000000 Penalty: 969.791321
	Iteration 78Q: 3 clusters Score -2344576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -2344583.000000 Penalty: 969.791321
	Iteration 79Q: 3 clusters Score -2344583 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -2344586.250000 Penalty: 969.791321
	Iteration 80F: 3 clusters Score -2344586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -2344588.000000 Penalty: 969.791321
	Iteration 81Q: 3 clusters Score -2344588 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -2344590.000000 Penalty: 969.791321
	Iteration 82Q: 3 clusters Score -2344590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -2344602.750000 Penalty: 969.791321
	Iteration 83Q: 3 clusters Score -2344603 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -2344607.500000 Penalty: 969.791321
	Iteration 84Q: 3 clusters Score -2344608 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -2344607.500000 Penalty: 969.791321
	Iteration 85Q: 3 clusters Score -2344608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -2344607.750000 Penalty: 969.791321
	Iteration 86Q: 3 clusters Score -2344608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -2344611.250000 Penalty: 969.791321
	Iteration 87Q: 3 clusters Score -2344611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -2344608.500000 Penalty: 969.791321
	Iteration 88Q: 3 clusters Score -2344608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -2344609.750000 Penalty: 969.791321
	Iteration 89Q: 3 clusters Score -2344610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -2344612.000000 Penalty: 969.791321
	Iteration 90Q: 3 clusters Score -2344612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -2344611.000000 Penalty: 969.791321
	Iteration 91Q: 3 clusters Score -2344611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2344621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2344618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2344619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -2344614.750000 Penalty: 969.791321
	Iteration 96Q: 3 clusters Score -2344615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2344608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2344613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2344620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -2344621.500000 Penalty: 969.791321
	Iteration 100F: 3 clusters Score -2344622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -2344624.750000 Penalty: 969.791321
	Iteration 101Q: 3 clusters Score -2344625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -2344632.250000 Penalty: 969.791321
	Iteration 102Q: 3 clusters Score -2344632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -2344626.250000 Penalty: 969.791321
	Iteration 103Q: 3 clusters Score -2344626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -2344628.500000 Penalty: 969.791321
	Iteration 104Q: 3 clusters Score -2344628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2344624 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2344624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -2344636.500000 Penalty: 969.791321
	Iteration 107Q: 3 clusters Score -2344636 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2344648 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2344652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2344657 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2344669 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2344670 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2344676 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2344684 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2344694 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2344704 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2344709 nChanged 128
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Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2344720 nChanged 138
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Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2344732 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2344747 nChanged 135
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Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2344770 nChanged 140
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Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2344786 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2344792 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2344791 nChanged 105
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Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2344799 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2344813 nChanged 111
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Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2344823 nChanged 118
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Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2344826 nChanged 106
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Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2344841 nChanged 118
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Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2344882 nChanged 89
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Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2344893 nChanged 71
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Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 37531 members 
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	Iteration 134Q: 3 clusters Score -2344887 nChanged 60
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Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2344894 nChanged 70
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Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2344892 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2344908 nChanged 66
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Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2344911 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2344916 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4454 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2344933 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2344946 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2344963 nChanged 92
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Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2344971 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4069 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2344978 nChanged 106
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Mstep: Class 1 contains 3963 members 
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	Iteration 146Q: 3 clusters Score -2344992 nChanged 97
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Mstep: Class 1 contains 3866 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2344998 nChanged 90
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Mstep: Class 1 contains 3776 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2345007 nChanged 88
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Mstep: Class 1 contains 3688 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2345012 nChanged 83
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Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2345017 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2345036 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3433 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2345050 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2345050 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2345056 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2345052 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3140 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2345065 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3051 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2345066 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2970 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2345082 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2874 members 
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	Iteration 159Q: 3 clusters Score -2345091 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2787 members 
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Entering Unmasked Estep 
Score: -2345104.750000 Penalty: 969.791321
	Iteration 160F: 3 clusters Score -2345105 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2704 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2345126 nChanged 74
Entering Unmasked Mstep 
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	Iteration 162Q: 3 clusters Score -2345132 nChanged 53
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Mstep: Class 1 contains 2581 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2345140 nChanged 66
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Mstep: Class 1 contains 2515 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2345142 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2455 members 
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	Iteration 165Q: 3 clusters Score -2345150 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2394 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2345162 nChanged 55
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Mstep: Class 1 contains 2341 members 
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	Iteration 167Q: 3 clusters Score -2345169 nChanged 56
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	Iteration 168Q: 3 clusters Score -2345175 nChanged 47
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Score: -2345182.250000 Penalty: 969.791321
	Iteration 169Q: 3 clusters Score -2345182 nChanged 48
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	Iteration 170Q: 3 clusters Score -2345180 nChanged 42
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	Iteration 171Q: 3 clusters Score -2345188 nChanged 43
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	Iteration 172Q: 3 clusters Score -2345194 nChanged 44
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Mstep: Class 1 contains 2065 members 
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	Iteration 173Q: 3 clusters Score -2345195 nChanged 44
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	Iteration 174Q: 3 clusters Score -2345198 nChanged 32
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Score: -2345202.750000 Penalty: 969.791321
	Iteration 175Q: 3 clusters Score -2345203 nChanged 29
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Mstep: Class 1 contains 1960 members 
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	Iteration 176Q: 3 clusters Score -2345208 nChanged 29
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	Iteration 177Q: 3 clusters Score -2345212 nChanged 20
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Mstep: Class 2 contains 40580 members 
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	Iteration 178Q: 3 clusters Score -2345212 nChanged 24
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2345213 nChanged 24
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2345213 nChanged 17
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2345209 nChanged 13
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	Iteration 182Q: 3 clusters Score -2345210 nChanged 16
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2345210 nChanged 13
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Mstep: Class 1 contains 1804 members 
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	Iteration 184Q: 3 clusters Score -2345214 nChanged 12
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Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -2345214.750000 Penalty: 969.791321
	Iteration 185Q: 3 clusters Score -2345215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -2345217.500000 Penalty: 969.791321
	Iteration 186Q: 3 clusters Score -2345218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -2345221.750000 Penalty: 969.791321
	Iteration 187Q: 3 clusters Score -2345222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -2345225.000000 Penalty: 969.791321
	Iteration 188Q: 3 clusters Score -2345225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -2345225.000000 Penalty: 969.791321
	Iteration 189Q: 3 clusters Score -2345225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -2345225.000000 Penalty: 969.791321
	Iteration 190Q: 3 clusters Score -2345225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -2345223.750000 Penalty: 969.791321
	Iteration 191Q: 3 clusters Score -2345224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -2345223.750000 Penalty: 969.791321
	Iteration 192Q: 3 clusters Score -2345224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -2345224.000000 Penalty: 969.791321
	Iteration 193Q: 3 clusters Score -2345224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -2345227.500000 Penalty: 969.791321
	Iteration 194Q: 3 clusters Score -2345228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -2345227.750000 Penalty: 969.791321
	Iteration 195Q: 3 clusters Score -2345228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -2345236.000000 Penalty: 969.791321
	Iteration 196Q: 3 clusters Score -2345236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -2345238.500000 Penalty: 969.791321
	Iteration 197Q: 3 clusters Score -2345238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -2345242.000000 Penalty: 969.791321
	Iteration 198Q: 3 clusters Score -2345242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -2345241.500000 Penalty: 969.791321
	Iteration 199Q: 3 clusters Score -2345242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -2345242.750000 Penalty: 969.791321
	Iteration 200F: 3 clusters Score -2345243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -2345246.500000 Penalty: 969.791321
	Iteration 201Q: 3 clusters Score -2345246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -2345249.750000 Penalty: 969.791321
	Iteration 202Q: 3 clusters Score -2345250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -2345249.750000 Penalty: 969.791321
	Iteration 203Q: 3 clusters Score -2345250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -2345250.500000 Penalty: 969.791321
	Iteration 204Q: 3 clusters Score -2345250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -2345250.250000 Penalty: 969.791321
	Iteration 205Q: 3 clusters Score -2345250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -2345253.500000 Penalty: 969.791321
	Iteration 206Q: 3 clusters Score -2345254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -2345258.000000 Penalty: 969.791321
	Iteration 207Q: 3 clusters Score -2345258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -2345261.750000 Penalty: 969.791321
	Iteration 208Q: 3 clusters Score -2345262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -2345262.000000 Penalty: 969.791321
	Iteration 209Q: 3 clusters Score -2345262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -2345270.250000 Penalty: 969.791321
	Iteration 210Q: 3 clusters Score -2345270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -2345269.000000 Penalty: 969.791321
	Iteration 211Q: 3 clusters Score -2345269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -2345270.500000 Penalty: 969.791321
	Iteration 212Q: 3 clusters Score -2345270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -2345271.000000 Penalty: 969.791321
	Iteration 213Q: 3 clusters Score -2345271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -2345269.000000 Penalty: 969.791321
	Iteration 214Q: 3 clusters Score -2345269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -2345269.000000 Penalty: 969.791321
	Iteration 215Q: 3 clusters Score -2345269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -2345270.250000 Penalty: 969.791321
	Iteration 216Q: 3 clusters Score -2345270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -2345270.250000 Penalty: 969.791321
	Iteration 217Q: 3 clusters Score -2345270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -2345274.000000 Penalty: 969.791321
	Iteration 218Q: 3 clusters Score -2345274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -2345276.750000 Penalty: 969.791321
	Iteration 219Q: 3 clusters Score -2345277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -2345279.750000 Penalty: 969.791321
	Iteration 220F: 3 clusters Score -2345280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -2345276.000000 Penalty: 969.791321
	Iteration 221Q: 3 clusters Score -2345276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -2345276.000000 Penalty: 969.791321
	Iteration 222Q: 3 clusters Score -2345276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -2345274.250000 Penalty: 969.791321
	Iteration 223Q: 3 clusters Score -2345274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -2345277.250000 Penalty: 969.791321
	Iteration 224Q: 3 clusters Score -2345277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -2345278.500000 Penalty: 969.791321
	Iteration 225Q: 3 clusters Score -2345278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -2345275.000000 Penalty: 969.791321
	Iteration 226Q: 3 clusters Score -2345275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -2345275.750000 Penalty: 969.791321
	Iteration 227Q: 3 clusters Score -2345276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -2345274.250000 Penalty: 969.791321
	Iteration 228Q: 3 clusters Score -2345274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -2345274.500000 Penalty: 969.791321
	Iteration 229Q: 3 clusters Score -2345274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -2345273.750000 Penalty: 969.791321
	Iteration 230Q: 3 clusters Score -2345274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -2345273.750000 Penalty: 969.791321
	Iteration 231F: 3 clusters Score -2345274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Entering Unmasked Estep 
Score: -2022883.000000 Penalty: 482.422485
	Iteration 0F: 2 clusters Score -2022883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -1995638.875000 Penalty: 964.844971
	Iteration 0F: 3 clusters Score -1995639 nChanged 19487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2007255.750000 Penalty: 964.844971
	Iteration 1F: 3 clusters Score -2007256 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2007876.000000 Penalty: 964.844971
	Iteration 2Q: 3 clusters Score -2007876 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2008831.125000 Penalty: 964.844971
	Iteration 3Q: 3 clusters Score -2008831 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2010398.375000 Penalty: 964.844971
	Iteration 4F: 3 clusters Score -2010398 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2012639.875000 Penalty: 964.844971
	Iteration 5F: 3 clusters Score -2012640 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2014770.625000 Penalty: 964.844971
	Iteration 6F: 3 clusters Score -2014771 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2015878.000000 Penalty: 964.844971
	Iteration 7F: 3 clusters Score -2015878 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2016344.375000 Penalty: 964.844971
	Iteration 8Q: 3 clusters Score -2016344 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2016658.500000 Penalty: 964.844971
	Iteration 9Q: 3 clusters Score -2016658 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2016950.625000 Penalty: 964.844971
	Iteration 10Q: 3 clusters Score -2016951 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2017266.375000 Penalty: 964.844971
	Iteration 11Q: 3 clusters Score -2017266 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2017605.375000 Penalty: 964.844971
	Iteration 12Q: 3 clusters Score -2017605 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2018011.250000 Penalty: 964.844971
	Iteration 13Q: 3 clusters Score -2018011 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2018447.750000 Penalty: 964.844971
	Iteration 14Q: 3 clusters Score -2018448 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2018870.750000 Penalty: 964.844971
	Iteration 15Q: 3 clusters Score -2018871 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2019304.875000 Penalty: 964.844971
	Iteration 16Q: 3 clusters Score -2019305 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2019741.750000 Penalty: 964.844971
	Iteration 17Q: 3 clusters Score -2019742 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2020185.500000 Penalty: 964.844971
	Iteration 18Q: 3 clusters Score -2020186 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2020607.875000 Penalty: 964.844971
	Iteration 19Q: 3 clusters Score -2020608 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2020993.500000 Penalty: 964.844971
	Iteration 20F: 3 clusters Score -2020994 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2021342.875000 Penalty: 964.844971
	Iteration 21Q: 3 clusters Score -2021343 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2021610.125000 Penalty: 964.844971
	Iteration 22Q: 3 clusters Score -2021610 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2021833.250000 Penalty: 964.844971
	Iteration 23Q: 3 clusters Score -2021833 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2022003.250000 Penalty: 964.844971
	Iteration 24Q: 3 clusters Score -2022003 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2022149.875000 Penalty: 964.844971
	Iteration 25Q: 3 clusters Score -2022150 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2022252.750000 Penalty: 964.844971
	Iteration 26Q: 3 clusters Score -2022253 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2022319.500000 Penalty: 964.844971
	Iteration 27Q: 3 clusters Score -2022320 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2022376.500000 Penalty: 964.844971
	Iteration 28Q: 3 clusters Score -2022376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2022408.250000 Penalty: 964.844971
	Iteration 29Q: 3 clusters Score -2022408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2022419.375000 Penalty: 964.844971
	Iteration 30Q: 3 clusters Score -2022419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2022428.375000 Penalty: 964.844971
	Iteration 31Q: 3 clusters Score -2022428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2022433.125000 Penalty: 964.844971
	Iteration 32Q: 3 clusters Score -2022433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2022441.125000 Penalty: 964.844971
	Iteration 33Q: 3 clusters Score -2022441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2022446.625000 Penalty: 964.844971
	Iteration 34Q: 3 clusters Score -2022447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2022455.500000 Penalty: 964.844971
	Iteration 35Q: 3 clusters Score -2022456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2022458.375000 Penalty: 964.844971
	Iteration 36Q: 3 clusters Score -2022458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2022464.125000 Penalty: 964.844971
	Iteration 37Q: 3 clusters Score -2022464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2022469.250000 Penalty: 964.844971
	Iteration 38Q: 3 clusters Score -2022469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2022473.375000 Penalty: 964.844971
	Iteration 39Q: 3 clusters Score -2022473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -2022475.375000 Penalty: 964.844971
	Iteration 40F: 3 clusters Score -2022475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2022478.500000 Penalty: 964.844971
	Iteration 41Q: 3 clusters Score -2022478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2022478.250000 Penalty: 964.844971
	Iteration 42Q: 3 clusters Score -2022478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2022479.750000 Penalty: 964.844971
	Iteration 43Q: 3 clusters Score -2022480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2022479.750000 Penalty: 964.844971
	Iteration 44F: 3 clusters Score -2022480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (36369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Entering Unmasked Estep 
Score: -2025462.000000 Penalty: 477.816986
	Iteration 0F: 2 clusters Score -2025462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2001155.625000 Penalty: 955.633972
	Iteration 0F: 3 clusters Score -2001156 nChanged 17584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2011950.625000 Penalty: 955.633972
	Iteration 1F: 3 clusters Score -2011951 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2012696.250000 Penalty: 955.633972
	Iteration 2Q: 3 clusters Score -2012696 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2013904.125000 Penalty: 955.633972
	Iteration 3F: 3 clusters Score -2013904 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2015629.250000 Penalty: 955.633972
	Iteration 4F: 3 clusters Score -2015629 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2017788.125000 Penalty: 955.633972
	Iteration 5F: 3 clusters Score -2017788 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2019573.250000 Penalty: 955.633972
	Iteration 6F: 3 clusters Score -2019573 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2020524.125000 Penalty: 955.633972
	Iteration 7Q: 3 clusters Score -2020524 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2021084.500000 Penalty: 955.633972
	Iteration 8Q: 3 clusters Score -2021084 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2021575.750000 Penalty: 955.633972
	Iteration 9Q: 3 clusters Score -2021576 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2022051.375000 Penalty: 955.633972
	Iteration 10Q: 3 clusters Score -2022051 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2022474.875000 Penalty: 955.633972
	Iteration 11Q: 3 clusters Score -2022475 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2022827.375000 Penalty: 955.633972
	Iteration 12Q: 3 clusters Score -2022827 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2023094.500000 Penalty: 955.633972
	Iteration 13Q: 3 clusters Score -2023094 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2023362.125000 Penalty: 955.633972
	Iteration 14Q: 3 clusters Score -2023362 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2023610.875000 Penalty: 955.633972
	Iteration 15Q: 3 clusters Score -2023611 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2023798.750000 Penalty: 955.633972
	Iteration 16Q: 3 clusters Score -2023799 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2023966.500000 Penalty: 955.633972
	Iteration 17Q: 3 clusters Score -2023966 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2024113.625000 Penalty: 955.633972
	Iteration 18Q: 3 clusters Score -2024114 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2024243.625000 Penalty: 955.633972
	Iteration 19Q: 3 clusters Score -2024244 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2024362.000000 Penalty: 955.633972
	Iteration 20F: 3 clusters Score -2024362 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2024464.500000 Penalty: 955.633972
	Iteration 21Q: 3 clusters Score -2024464 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2024548.875000 Penalty: 955.633972
	Iteration 22Q: 3 clusters Score -2024549 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2024625.125000 Penalty: 955.633972
	Iteration 23Q: 3 clusters Score -2024625 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2024669.250000 Penalty: 955.633972
	Iteration 24Q: 3 clusters Score -2024669 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2024714.625000 Penalty: 955.633972
	Iteration 25Q: 3 clusters Score -2024715 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2024749.125000 Penalty: 955.633972
	Iteration 26Q: 3 clusters Score -2024749 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2024779.125000 Penalty: 955.633972
	Iteration 27Q: 3 clusters Score -2024779 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2024794.125000 Penalty: 955.633972
	Iteration 28Q: 3 clusters Score -2024794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2024823.875000 Penalty: 955.633972
	Iteration 29Q: 3 clusters Score -2024824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2024849.000000 Penalty: 955.633972
	Iteration 30Q: 3 clusters Score -2024849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2024867.250000 Penalty: 955.633972
	Iteration 31Q: 3 clusters Score -2024867 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2024889.250000 Penalty: 955.633972
	Iteration 32Q: 3 clusters Score -2024889 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2024911.875000 Penalty: 955.633972
	Iteration 33Q: 3 clusters Score -2024912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2024936.750000 Penalty: 955.633972
	Iteration 34Q: 3 clusters Score -2024937 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2024956.000000 Penalty: 955.633972
	Iteration 35Q: 3 clusters Score -2024956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2024968.250000 Penalty: 955.633972
	Iteration 36Q: 3 clusters Score -2024968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2024981.625000 Penalty: 955.633972
	Iteration 37Q: 3 clusters Score -2024982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2024983.125000 Penalty: 955.633972
	Iteration 38Q: 3 clusters Score -2024983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2024998.250000 Penalty: 955.633972
	Iteration 39Q: 3 clusters Score -2024998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2025002.625000 Penalty: 955.633972
	Iteration 40F: 3 clusters Score -2025003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2025008.375000 Penalty: 955.633972
	Iteration 41Q: 3 clusters Score -2025008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2025015.000000 Penalty: 955.633972
	Iteration 42Q: 3 clusters Score -2025015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2025026.750000 Penalty: 955.633972
	Iteration 43Q: 3 clusters Score -2025027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2025030.125000 Penalty: 955.633972
	Iteration 44Q: 3 clusters Score -2025030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2025036.625000 Penalty: 955.633972
	Iteration 45Q: 3 clusters Score -2025037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2025038.500000 Penalty: 955.633972
	Iteration 46Q: 3 clusters Score -2025038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2025039.125000 Penalty: 955.633972
	Iteration 47Q: 3 clusters Score -2025039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2025039.875000 Penalty: 955.633972
	Iteration 48Q: 3 clusters Score -2025040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2025044.750000 Penalty: 955.633972
	Iteration 49Q: 3 clusters Score -2025045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2025055.375000 Penalty: 955.633972
	Iteration 50Q: 3 clusters Score -2025055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2025057.000000 Penalty: 955.633972
	Iteration 51Q: 3 clusters Score -2025057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2025059.000000 Penalty: 955.633972
	Iteration 52Q: 3 clusters Score -2025059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2025062.625000 Penalty: 955.633972
	Iteration 53Q: 3 clusters Score -2025063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2025071.000000 Penalty: 955.633972
	Iteration 54Q: 3 clusters Score -2025071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2025072.875000 Penalty: 955.633972
	Iteration 55Q: 3 clusters Score -2025073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2025081.250000 Penalty: 955.633972
	Iteration 56Q: 3 clusters Score -2025081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2025081.875000 Penalty: 955.633972
	Iteration 57Q: 3 clusters Score -2025082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2025088.000000 Penalty: 955.633972
	Iteration 58Q: 3 clusters Score -2025088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2025087.750000 Penalty: 955.633972
	Iteration 59Q: 3 clusters Score -2025088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2025093.125000 Penalty: 955.633972
	Iteration 60F: 3 clusters Score -2025093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2025093.875000 Penalty: 955.633972
	Iteration 61Q: 3 clusters Score -2025094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2025098.500000 Penalty: 955.633972
	Iteration 62Q: 3 clusters Score -2025098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2025099.500000 Penalty: 955.633972
	Iteration 63Q: 3 clusters Score -2025100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2025101.250000 Penalty: 955.633972
	Iteration 64Q: 3 clusters Score -2025101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2025099.750000 Penalty: 955.633972
	Iteration 65Q: 3 clusters Score -2025100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2025102.125000 Penalty: 955.633972
	Iteration 66Q: 3 clusters Score -2025102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2025104.250000 Penalty: 955.633972
	Iteration 67Q: 3 clusters Score -2025104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2025101.875000 Penalty: 955.633972
	Iteration 68Q: 3 clusters Score -2025102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2025101.875000 Penalty: 955.633972
	Iteration 69F: 3 clusters Score -2025102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (92227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Entering Unmasked Estep 
Score: -4928247.000000 Penalty: 520.156372
	Iteration 0F: 2 clusters Score -4928247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -4867606.500000 Penalty: 1040.312744
	Iteration 0F: 3 clusters Score -4867606 nChanged 44964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -4894734.500000 Penalty: 1040.312744
	Iteration 1F: 3 clusters Score -4894734 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -4895486.000000 Penalty: 1040.312744
	Iteration 2Q: 3 clusters Score -4895486 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -4896451.500000 Penalty: 1040.312744
	Iteration 3Q: 3 clusters Score -4896452 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -4897900.000000 Penalty: 1040.312744
	Iteration 4Q: 3 clusters Score -4897900 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -4900221.000000 Penalty: 1040.312744
	Iteration 5Q: 3 clusters Score -4900221 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -4903764.000000 Penalty: 1040.312744
	Iteration 6F: 3 clusters Score -4903764 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -4908672.000000 Penalty: 1040.312744
	Iteration 7F: 3 clusters Score -4908672 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -4913464.000000 Penalty: 1040.312744
	Iteration 8F: 3 clusters Score -4913464 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -4916315.000000 Penalty: 1040.312744
	Iteration 9F: 3 clusters Score -4916315 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -4917819.000000 Penalty: 1040.312744
	Iteration 10Q: 3 clusters Score -4917819 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -4918695.000000 Penalty: 1040.312744
	Iteration 11Q: 3 clusters Score -4918695 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -4919609.000000 Penalty: 1040.312744
	Iteration 12Q: 3 clusters Score -4919609 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -4920578.000000 Penalty: 1040.312744
	Iteration 13Q: 3 clusters Score -4920578 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -4921505.000000 Penalty: 1040.312744
	Iteration 14Q: 3 clusters Score -4921505 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -4922584.000000 Penalty: 1040.312744
	Iteration 15Q: 3 clusters Score -4922584 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -4923432.500000 Penalty: 1040.312744
	Iteration 16Q: 3 clusters Score -4923432 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -4924145.500000 Penalty: 1040.312744
	Iteration 17Q: 3 clusters Score -4924146 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -4924693.500000 Penalty: 1040.312744
	Iteration 18Q: 3 clusters Score -4924694 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 71382 members 
Entering Unmasked Estep 
Score: -4925180.500000 Penalty: 1040.312744
	Iteration 19Q: 3 clusters Score -4925180 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -4925575.000000 Penalty: 1040.312744
	Iteration 20F: 3 clusters Score -4925575 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -4925824.500000 Penalty: 1040.312744
	Iteration 21Q: 3 clusters Score -4925824 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 75464 members 
Entering Unmasked Estep 
Score: -4926118.000000 Penalty: 1040.312744
	Iteration 22Q: 3 clusters Score -4926118 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -4926337.500000 Penalty: 1040.312744
	Iteration 23Q: 3 clusters Score -4926338 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -4926521.000000 Penalty: 1040.312744
	Iteration 24Q: 3 clusters Score -4926521 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 79954 members 
Entering Unmasked Estep 
Score: -4926758.000000 Penalty: 1040.312744
	Iteration 25Q: 3 clusters Score -4926758 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -4926957.500000 Penalty: 1040.312744
	Iteration 26Q: 3 clusters Score -4926958 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -4927169.000000 Penalty: 1040.312744
	Iteration 27Q: 3 clusters Score -4927169 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -4927309.000000 Penalty: 1040.312744
	Iteration 28Q: 3 clusters Score -4927309 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -4927455.000000 Penalty: 1040.312744
	Iteration 29Q: 3 clusters Score -4927455 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 86049 members 
Entering Unmasked Estep 
Score: -4927585.000000 Penalty: 1040.312744
	Iteration 30Q: 3 clusters Score -4927585 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -4927725.500000 Penalty: 1040.312744
	Iteration 31Q: 3 clusters Score -4927726 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -4927820.000000 Penalty: 1040.312744
	Iteration 32Q: 3 clusters Score -4927820 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -4927937.500000 Penalty: 1040.312744
	Iteration 33Q: 3 clusters Score -4927938 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -4927998.000000 Penalty: 1040.312744
	Iteration 34Q: 3 clusters Score -4927998 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -4928062.000000 Penalty: 1040.312744
	Iteration 35Q: 3 clusters Score -4928062 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -4928090.000000 Penalty: 1040.312744
	Iteration 36Q: 3 clusters Score -4928090 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 89995 members 
Entering Unmasked Estep 
Score: -4928097.000000 Penalty: 1040.312744
	Iteration 37Q: 3 clusters Score -4928097 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -4928091.500000 Penalty: 1040.312744
	Iteration 38Q: 3 clusters Score -4928092 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -4928085.500000 Penalty: 1040.312744
	Iteration 39Q: 3 clusters Score -4928086 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -4928127.500000 Penalty: 1040.312744
	Iteration 40F: 3 clusters Score -4928128 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 90764 members 
Entering Unmasked Estep 
Score: -4928115.000000 Penalty: 1040.312744
	Iteration 41Q: 3 clusters Score -4928115 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -4928111.000000 Penalty: 1040.312744
	Iteration 42Q: 3 clusters Score -4928111 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 91061 members 
Entering Unmasked Estep 
Score: -4928099.000000 Penalty: 1040.312744
	Iteration 43Q: 3 clusters Score -4928099 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 91164 members 
Entering Unmasked Estep 
Score: -4928111.000000 Penalty: 1040.312744
	Iteration 44Q: 3 clusters Score -4928111 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -4928114.000000 Penalty: 1040.312744
	Iteration 45Q: 3 clusters Score -4928114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -4928114.000000 Penalty: 1040.312744
	Iteration 46Q: 3 clusters Score -4928114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 91399 members 
Entering Unmasked Estep 
Score: -4928118.000000 Penalty: 1040.312744
	Iteration 47Q: 3 clusters Score -4928118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -4928101.500000 Penalty: 1040.312744
	Iteration 48Q: 3 clusters Score -4928102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -4928081.000000 Penalty: 1040.312744
	Iteration 49Q: 3 clusters Score -4928081 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 91555 members 
Entering Unmasked Estep 
Score: -4928079.500000 Penalty: 1040.312744
	Iteration 50Q: 3 clusters Score -4928080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 91595 members 
Entering Unmasked Estep 
Score: -4928079.000000 Penalty: 1040.312744
	Iteration 51Q: 3 clusters Score -4928079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -4928066.500000 Penalty: 1040.312744
	Iteration 52Q: 3 clusters Score -4928066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 91642 members 
Entering Unmasked Estep 
Score: -4928060.500000 Penalty: 1040.312744
	Iteration 53Q: 3 clusters Score -4928060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -4928063.500000 Penalty: 1040.312744
	Iteration 54Q: 3 clusters Score -4928064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 91691 members 
Entering Unmasked Estep 
Score: -4928060.500000 Penalty: 1040.312744
	Iteration 55Q: 3 clusters Score -4928060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -4928062.000000 Penalty: 1040.312744
	Iteration 56Q: 3 clusters Score -4928062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -4928058.000000 Penalty: 1040.312744
	Iteration 57Q: 3 clusters Score -4928058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 91737 members 
Entering Unmasked Estep 
Score: -4928061.000000 Penalty: 1040.312744
	Iteration 58Q: 3 clusters Score -4928061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -4928054.500000 Penalty: 1040.312744
	Iteration 59Q: 3 clusters Score -4928054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -4928053.500000 Penalty: 1040.312744
	Iteration 60F: 3 clusters Score -4928054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 91761 members 
Entering Unmasked Estep 
Score: -4928050.000000 Penalty: 1040.312744
	Iteration 61Q: 3 clusters Score -4928050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 91766 members 
Entering Unmasked Estep 
Score: -4928050.500000 Penalty: 1040.312744
	Iteration 62Q: 3 clusters Score -4928050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -4928044.000000 Penalty: 1040.312744
	Iteration 63Q: 3 clusters Score -4928044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 91774 members 
Entering Unmasked Estep 
Score: -4928041.500000 Penalty: 1040.312744
	Iteration 64Q: 3 clusters Score -4928042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -4928041.000000 Penalty: 1040.312744
	Iteration 65Q: 3 clusters Score -4928041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 91776 members 
Entering Unmasked Estep 
Score: -4928043.000000 Penalty: 1040.312744
	Iteration 66Q: 3 clusters Score -4928043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 91778 members 
Entering Unmasked Estep 
Score: -4928039.500000 Penalty: 1040.312744
	Iteration 67Q: 3 clusters Score -4928040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -4928037.500000 Penalty: 1040.312744
	Iteration 68Q: 3 clusters Score -4928038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -4928037.500000 Penalty: 1040.312744
	Iteration 69F: 3 clusters Score -4928038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -27694.511719 Penalty: 283.127228
	Iteration 0F: 2 clusters Score -27694.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27213.964844 Penalty: 566.254456
	Iteration 0F: 3 clusters Score -27213.96 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27333.597656 Penalty: 566.254456
	Iteration 1F: 3 clusters Score -27333.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27352.230469 Penalty: 566.254456
	Iteration 2F: 3 clusters Score -27352.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27364.986328 Penalty: 566.254456
	Iteration 3Q: 3 clusters Score -27364.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27372.962891 Penalty: 566.254456
	Iteration 4Q: 3 clusters Score -27372.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27381.052734 Penalty: 566.254456
	Iteration 5Q: 3 clusters Score -27381.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27393.539062 Penalty: 566.254456
	Iteration 6Q: 3 clusters Score -27393.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27396.490234 Penalty: 566.254456
	Iteration 7Q: 3 clusters Score -27396.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27397.894531 Penalty: 566.254456
	Iteration 8Q: 3 clusters Score -27397.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27399.400391 Penalty: 566.254456
	Iteration 9Q: 3 clusters Score -27399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27402.169922 Penalty: 566.254456
	Iteration 10Q: 3 clusters Score -27402.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27402.279297 Penalty: 566.254456
	Iteration 11Q: 3 clusters Score -27402.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27402.738281 Penalty: 566.254456
	Iteration 12Q: 3 clusters Score -27402.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27402.738281 Penalty: 566.254456
	Iteration 13F: 3 clusters Score -27402.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -102239.710938 Penalty: 347.887360
	Iteration 0F: 2 clusters Score -102239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -100728.601562 Penalty: 695.774719
	Iteration 0F: 3 clusters Score -100728.6 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -101202.078125 Penalty: 695.774719
	Iteration 1F: 3 clusters Score -101202.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -101261.281250 Penalty: 695.774719
	Iteration 2F: 3 clusters Score -101261.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -101296.945312 Penalty: 695.774719
	Iteration 3Q: 3 clusters Score -101296.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -101333.085938 Penalty: 695.774719
	Iteration 4Q: 3 clusters Score -101333.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -101369.000000 Penalty: 695.774719
	Iteration 5Q: 3 clusters Score -101369 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -101419.765625 Penalty: 695.774719
	Iteration 6Q: 3 clusters Score -101419.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -101489.328125 Penalty: 695.774719
	Iteration 7Q: 3 clusters Score -101489.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -101582.210938 Penalty: 695.774719
	Iteration 8F: 3 clusters Score -101582.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101659.195312 Penalty: 695.774719
	Iteration 9F: 3 clusters Score -101659.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -101726.890625 Penalty: 695.774719
	Iteration 10Q: 3 clusters Score -101726.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -101783.593750 Penalty: 695.774719
	Iteration 11Q: 3 clusters Score -101783.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -101837.296875 Penalty: 695.774719
	Iteration 12Q: 3 clusters Score -101837.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -101871.414062 Penalty: 695.774719
	Iteration 13Q: 3 clusters Score -101871.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -101907.445312 Penalty: 695.774719
	Iteration 14Q: 3 clusters Score -101907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -101919.664062 Penalty: 695.774719
	Iteration 15Q: 3 clusters Score -101919.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -101929.140625 Penalty: 695.774719
	Iteration 16Q: 3 clusters Score -101929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -101938.914062 Penalty: 695.774719
	Iteration 17Q: 3 clusters Score -101938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -101942.617188 Penalty: 695.774719
	Iteration 18Q: 3 clusters Score -101942.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -101947.554688 Penalty: 695.774719
	Iteration 19Q: 3 clusters Score -101947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -101948.320312 Penalty: 695.774719
	Iteration 20F: 3 clusters Score -101948.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (140956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140956 members 
Entering Unmasked Estep 
Score: -7321064.500000 Penalty: 539.457214
	Iteration 0F: 2 clusters Score -7321064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70318 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -7226361.000000 Penalty: 1078.914429
	Iteration 0F: 3 clusters Score -7226361 nChanged 69245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -7270836.500000 Penalty: 1078.914429
	Iteration 1F: 3 clusters Score -7270836 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -7274859.000000 Penalty: 1078.914429
	Iteration 2F: 3 clusters Score -7274859 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -7281298.500000 Penalty: 1078.914429
	Iteration 3F: 3 clusters Score -7281298 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 102787 members 
Entering Unmasked Estep 
Score: -7290832.500000 Penalty: 1078.914429
	Iteration 4F: 3 clusters Score -7290832 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 109635 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -7301262 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 113259 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7308264 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 116505 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7313336 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 117685 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7315018 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 118665 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7316699 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 119419 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7317916 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 120002 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7318794 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 120585 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7319388 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 121120 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7319858 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 121651 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7320099 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 122190 members 
Entering Unmasked Estep 
Score: -7320253.500000 Penalty: 1078.914429
	Iteration 16Q: 3 clusters Score -7320254 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 122696 members 
Entering Unmasked Estep 
Score: -7320392.500000 Penalty: 1078.914429
	Iteration 17Q: 3 clusters Score -7320392 nChanged 515
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 123171 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7320469 nChanged 452
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 123615 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7320475 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 124066 members 
Entering Unmasked Estep 
Score: -7320542.500000 Penalty: 1078.914429
	Iteration 20F: 3 clusters Score -7320542 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 124471 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7320598 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 124851 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7320640 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 125194 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7320638 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 125521 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7320636 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 125854 members 
Entering Unmasked Estep 
Score: -7320681.500000 Penalty: 1078.914429
	Iteration 25Q: 3 clusters Score -7320682 nChanged 314
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 126168 members 
Entering Unmasked Estep 
Score: -7320722.500000 Penalty: 1078.914429
	Iteration 26Q: 3 clusters Score -7320722 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7320744 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 126772 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7320739 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 127066 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7320722 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 127374 members 
Entering Unmasked Estep 
Score: -7320757.000000 Penalty: 1078.914429
	Iteration 30Q: 3 clusters Score -7320757 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 127707 members 
Entering Unmasked Estep 
Score: -7320756.500000 Penalty: 1078.914429
	Iteration 31Q: 3 clusters Score -7320756 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 128049 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7320764 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 128361 members 
Entering Unmasked Estep 
Score: -7320792.500000 Penalty: 1078.914429
	Iteration 33Q: 3 clusters Score -7320792 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 128661 members 
Entering Unmasked Estep 
Score: -7320817.000000 Penalty: 1078.914429
	Iteration 34Q: 3 clusters Score -7320817 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 128952 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7320835 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 129234 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7320847 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 129492 members 
Entering Unmasked Estep 
Score: -7320846.000000 Penalty: 1078.914429
	Iteration 37Q: 3 clusters Score -7320846 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7320860 nChanged 258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 130014 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7320869 nChanged 257
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 130271 members 
Entering Unmasked Estep 
Score: -7320881.000000 Penalty: 1078.914429
	Iteration 40F: 3 clusters Score -7320881 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 130489 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7320898 nChanged 210
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 130699 members 
Entering Unmasked Estep 
Score: -7320874.500000 Penalty: 1078.914429
	Iteration 42Q: 3 clusters Score -7320874 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 130879 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7320881 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 131056 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7320886 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 131218 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7320888 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 131379 members 
Entering Unmasked Estep 
Score: -7320872.000000 Penalty: 1078.914429
	Iteration 46Q: 3 clusters Score -7320872 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 131537 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7320869 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 131695 members 
Entering Unmasked Estep 
Score: -7320862.500000 Penalty: 1078.914429
	Iteration 48Q: 3 clusters Score -7320862 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 131834 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7320879 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 131961 members 
Entering Unmasked Estep 
Score: -7320861.000000 Penalty: 1078.914429
	Iteration 50Q: 3 clusters Score -7320861 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 132077 members 
Entering Unmasked Estep 
Score: -7320854.000000 Penalty: 1078.914429
	Iteration 51Q: 3 clusters Score -7320854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 132203 members 
Entering Unmasked Estep 
Score: -7320860.500000 Penalty: 1078.914429
	Iteration 52Q: 3 clusters Score -7320860 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -7320870.500000 Penalty: 1078.914429
	Iteration 53Q: 3 clusters Score -7320870 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 132440 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7320872 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 132548 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7320868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 132631 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7320882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 132706 members 
Entering Unmasked Estep 
Score: -7320880.000000 Penalty: 1078.914429
	Iteration 57Q: 3 clusters Score -7320880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 132759 members 
Entering Unmasked Estep 
Score: -7320893.500000 Penalty: 1078.914429
	Iteration 58Q: 3 clusters Score -7320894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 132822 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7320875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 132876 members 
Entering Unmasked Estep 
Score: -7320886.500000 Penalty: 1078.914429
	Iteration 60F: 3 clusters Score -7320886 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 132930 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7320898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 132975 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7320894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7320886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 133054 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7320884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 133099 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7320894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 133155 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7320892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 133206 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7320891 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 133256 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7320884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 133302 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7320886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 133341 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7320880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 133374 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7320872 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 133406 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7320872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 133447 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7320880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 133484 members 
Entering Unmasked Estep 
Score: -7320885.000000 Penalty: 1078.914429
	Iteration 74Q: 3 clusters Score -7320885 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 133512 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7320880 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 133541 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7320886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 133562 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7320884 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 133581 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7320888 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 133598 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7320888 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 133618 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7320888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 133635 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7320892 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 133653 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7320888 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7320890 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 133684 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7320886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 133709 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7320892 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 133729 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7320899 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 133748 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7320905 nChanged 22
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Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 133770 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7320900 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 133789 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7320892 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 133799 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7320898 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 133806 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7320884 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 133815 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7320882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 133824 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7320881 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 133831 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7320884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 133840 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7320880 nChanged 11
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Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7320878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 133864 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7320874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 133879 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7320869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 133898 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7320870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 133917 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7320874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 133936 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7320871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 133963 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7320858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 133992 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7320870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 134024 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7320866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 134052 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7320872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 134075 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7320870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 134113 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7320872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 134156 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7320877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 134203 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7320876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 134257 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7320888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 134299 members 
Entering Unmasked Estep 
Score: -7320895.500000 Penalty: 1078.914429
	Iteration 111Q: 3 clusters Score -7320896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 134346 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7320892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 134401 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7320875 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 134450 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7320891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 134496 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7320876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 134536 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7320874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 134571 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7320862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 134613 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7320870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 134649 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7320863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 134683 members 
Entering Unmasked Estep 
Score: -7320860.500000 Penalty: 1078.914429
	Iteration 120F: 3 clusters Score -7320860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 134723 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7320858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 134759 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7320863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 134803 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7320866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 134854 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7320868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 134906 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7320857 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7320850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 134998 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7320850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 135051 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7320860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 135094 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7320852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 135126 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7320854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 135161 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7320854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 135182 members 
Entering Unmasked Estep 
Score: -7320843.500000 Penalty: 1078.914429
	Iteration 132Q: 3 clusters Score -7320844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 135198 members 
Entering Unmasked Estep 
Score: -7320848.500000 Penalty: 1078.914429
	Iteration 133Q: 3 clusters Score -7320848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 135214 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7320844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 135233 members 
Entering Unmasked Estep 
Score: -7320846.000000 Penalty: 1078.914429
	Iteration 135Q: 3 clusters Score -7320846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 135254 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7320848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7320852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 135296 members 
Entering Unmasked Estep 
Score: -7320855.000000 Penalty: 1078.914429
	Iteration 138Q: 3 clusters Score -7320855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 135319 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7320852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 135346 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7320844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7320844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 135399 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7320846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 135438 members 
Entering Unmasked Estep 
Score: -7320840.000000 Penalty: 1078.914429
	Iteration 143Q: 3 clusters Score -7320840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 135478 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7320836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 135518 members 
Entering Unmasked Estep 
Score: -7320842.500000 Penalty: 1078.914429
	Iteration 145Q: 3 clusters Score -7320842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 135549 members 
Entering Unmasked Estep 
Score: -7320847.000000 Penalty: 1078.914429
	Iteration 146Q: 3 clusters Score -7320847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7320844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 135628 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7320840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 135671 members 
Entering Unmasked Estep 
Score: -7320834.500000 Penalty: 1078.914429
	Iteration 149Q: 3 clusters Score -7320834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 135709 members 
Entering Unmasked Estep 
Score: -7320849.000000 Penalty: 1078.914429
	Iteration 150Q: 3 clusters Score -7320849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 135753 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7320848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 135798 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7320840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 135839 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7320840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -7320837.000000 Penalty: 1078.914429
	Iteration 154Q: 3 clusters Score -7320837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 135904 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7320847 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 135946 members 
Entering Unmasked Estep 
Score: -7320841.000000 Penalty: 1078.914429
	Iteration 156Q: 3 clusters Score -7320841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 135988 members 
Entering Unmasked Estep 
Score: -7320835.000000 Penalty: 1078.914429
	Iteration 157Q: 3 clusters Score -7320835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 136033 members 
Entering Unmasked Estep 
Score: -7320823.000000 Penalty: 1078.914429
	Iteration 158Q: 3 clusters Score -7320823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 136057 members 
Entering Unmasked Estep 
Score: -7320830.500000 Penalty: 1078.914429
	Iteration 159Q: 3 clusters Score -7320830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -7320826.000000 Penalty: 1078.914429
	Iteration 160F: 3 clusters Score -7320826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 136108 members 
Entering Unmasked Estep 
Score: -7320823.500000 Penalty: 1078.914429
	Iteration 161Q: 3 clusters Score -7320824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 136151 members 
Entering Unmasked Estep 
Score: -7320816.000000 Penalty: 1078.914429
	Iteration 162Q: 3 clusters Score -7320816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 136175 members 
Entering Unmasked Estep 
Score: -7320807.500000 Penalty: 1078.914429
	Iteration 163Q: 3 clusters Score -7320808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 136195 members 
Entering Unmasked Estep 
Score: -7320815.500000 Penalty: 1078.914429
	Iteration 164Q: 3 clusters Score -7320816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 136213 members 
Entering Unmasked Estep 
Score: -7320812.500000 Penalty: 1078.914429
	Iteration 165Q: 3 clusters Score -7320812 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 136238 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -7320815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 136263 members 
Entering Unmasked Estep 
Score: -7320814.500000 Penalty: 1078.914429
	Iteration 167Q: 3 clusters Score -7320814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 136294 members 
Entering Unmasked Estep 
Score: -7320818.500000 Penalty: 1078.914429
	Iteration 168Q: 3 clusters Score -7320818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 136317 members 
Entering Unmasked Estep 
Score: -7320811.000000 Penalty: 1078.914429
	Iteration 169Q: 3 clusters Score -7320811 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 136328 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -7320812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 136343 members 
Entering Unmasked Estep 
Score: -7320807.500000 Penalty: 1078.914429
	Iteration 171Q: 3 clusters Score -7320808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 136360 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7320812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 136376 members 
Entering Unmasked Estep 
Score: -7320801.000000 Penalty: 1078.914429
	Iteration 173Q: 3 clusters Score -7320801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 136397 members 
Entering Unmasked Estep 
Score: -7320806.500000 Penalty: 1078.914429
	Iteration 174Q: 3 clusters Score -7320806 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 136415 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -7320806 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 136430 members 
Entering Unmasked Estep 
Score: -7320802.500000 Penalty: 1078.914429
	Iteration 176Q: 3 clusters Score -7320802 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 136453 members 
Entering Unmasked Estep 
Score: -7320799.500000 Penalty: 1078.914429
	Iteration 177Q: 3 clusters Score -7320800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 136475 members 
Entering Unmasked Estep 
Score: -7320802.000000 Penalty: 1078.914429
	Iteration 178Q: 3 clusters Score -7320802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 136497 members 
Entering Unmasked Estep 
Score: -7320810.000000 Penalty: 1078.914429
	Iteration 179Q: 3 clusters Score -7320810 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 136511 members 
Entering Unmasked Estep 
Score: -7320799.000000 Penalty: 1078.914429
	Iteration 180F: 3 clusters Score -7320799 nChanged 19
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Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 136530 members 
Entering Unmasked Estep 
Score: -7320803.000000 Penalty: 1078.914429
	Iteration 181Q: 3 clusters Score -7320803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 136552 members 
Entering Unmasked Estep 
Score: -7320798.000000 Penalty: 1078.914429
	Iteration 182Q: 3 clusters Score -7320798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 136570 members 
Entering Unmasked Estep 
Score: -7320792.500000 Penalty: 1078.914429
	Iteration 183Q: 3 clusters Score -7320792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 136586 members 
Entering Unmasked Estep 
Score: -7320791.000000 Penalty: 1078.914429
	Iteration 184Q: 3 clusters Score -7320791 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 136602 members 
Entering Unmasked Estep 
Score: -7320789.000000 Penalty: 1078.914429
	Iteration 185Q: 3 clusters Score -7320789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 136623 members 
Entering Unmasked Estep 
Score: -7320777.500000 Penalty: 1078.914429
	Iteration 186Q: 3 clusters Score -7320778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 136641 members 
Entering Unmasked Estep 
Score: -7320779.000000 Penalty: 1078.914429
	Iteration 187Q: 3 clusters Score -7320779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 136657 members 
Entering Unmasked Estep 
Score: -7320773.500000 Penalty: 1078.914429
	Iteration 188Q: 3 clusters Score -7320774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 136673 members 
Entering Unmasked Estep 
Score: -7320780.500000 Penalty: 1078.914429
	Iteration 189Q: 3 clusters Score -7320780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 136680 members 
Entering Unmasked Estep 
Score: -7320786.000000 Penalty: 1078.914429
	Iteration 190Q: 3 clusters Score -7320786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 136691 members 
Entering Unmasked Estep 
Score: -7320778.500000 Penalty: 1078.914429
	Iteration 191Q: 3 clusters Score -7320778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 136702 members 
Entering Unmasked Estep 
Score: -7320777.000000 Penalty: 1078.914429
	Iteration 192Q: 3 clusters Score -7320777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 136716 members 
Entering Unmasked Estep 
Score: -7320771.500000 Penalty: 1078.914429
	Iteration 193Q: 3 clusters Score -7320772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 136730 members 
Entering Unmasked Estep 
Score: -7320775.000000 Penalty: 1078.914429
	Iteration 194Q: 3 clusters Score -7320775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 136742 members 
Entering Unmasked Estep 
Score: -7320774.000000 Penalty: 1078.914429
	Iteration 195Q: 3 clusters Score -7320774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -7320775.500000 Penalty: 1078.914429
	Iteration 196Q: 3 clusters Score -7320776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 136755 members 
Entering Unmasked Estep 
Score: -7320766.500000 Penalty: 1078.914429
	Iteration 197Q: 3 clusters Score -7320766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 136757 members 
Entering Unmasked Estep 
Score: -7320770.000000 Penalty: 1078.914429
	Iteration 198Q: 3 clusters Score -7320770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 136758 members 
Entering Unmasked Estep 
Score: -7320773.000000 Penalty: 1078.914429
	Iteration 199Q: 3 clusters Score -7320773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 136760 members 
Entering Unmasked Estep 
Score: -7320775.500000 Penalty: 1078.914429
	Iteration 200F: 3 clusters Score -7320776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 136761 members 
Entering Unmasked Estep 
Score: -7320776.500000 Penalty: 1078.914429
	Iteration 201Q: 3 clusters Score -7320776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 136762 members 
Entering Unmasked Estep 
Score: -7320772.000000 Penalty: 1078.914429
	Iteration 202Q: 3 clusters Score -7320772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 136763 members 
Entering Unmasked Estep 
Score: -7320773.000000 Penalty: 1078.914429
	Iteration 203Q: 3 clusters Score -7320773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 136764 members 
Entering Unmasked Estep 
Score: -7320770.500000 Penalty: 1078.914429
	Iteration 204Q: 3 clusters Score -7320770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 136765 members 
Entering Unmasked Estep 
Score: -7320770.500000 Penalty: 1078.914429
	Iteration 205Q: 3 clusters Score -7320770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 136768 members 
Entering Unmasked Estep 
Score: -7320769.500000 Penalty: 1078.914429
	Iteration 206Q: 3 clusters Score -7320770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 136773 members 
Entering Unmasked Estep 
Score: -7320772.000000 Penalty: 1078.914429
	Iteration 207Q: 3 clusters Score -7320772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 136777 members 
Entering Unmasked Estep 
Score: -7320776.500000 Penalty: 1078.914429
	Iteration 208Q: 3 clusters Score -7320776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 136785 members 
Entering Unmasked Estep 
Score: -7320767.000000 Penalty: 1078.914429
	Iteration 209Q: 3 clusters Score -7320767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 136796 members 
Entering Unmasked Estep 
Score: -7320765.000000 Penalty: 1078.914429
	Iteration 210Q: 3 clusters Score -7320765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 136808 members 
Entering Unmasked Estep 
Score: -7320768.000000 Penalty: 1078.914429
	Iteration 211Q: 3 clusters Score -7320768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 136819 members 
Entering Unmasked Estep 
Score: -7320776.000000 Penalty: 1078.914429
	Iteration 212Q: 3 clusters Score -7320776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 136831 members 
Entering Unmasked Estep 
Score: -7320773.000000 Penalty: 1078.914429
	Iteration 213Q: 3 clusters Score -7320773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 136837 members 
Entering Unmasked Estep 
Score: -7320777.000000 Penalty: 1078.914429
	Iteration 214Q: 3 clusters Score -7320777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 136842 members 
Entering Unmasked Estep 
Score: -7320778.000000 Penalty: 1078.914429
	Iteration 215Q: 3 clusters Score -7320778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 136852 members 
Entering Unmasked Estep 
Score: -7320769.000000 Penalty: 1078.914429
	Iteration 216Q: 3 clusters Score -7320769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 136865 members 
Entering Unmasked Estep 
Score: -7320768.000000 Penalty: 1078.914429
	Iteration 217Q: 3 clusters Score -7320768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 136875 members 
Entering Unmasked Estep 
Score: -7320773.500000 Penalty: 1078.914429
	Iteration 218Q: 3 clusters Score -7320774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 136880 members 
Entering Unmasked Estep 
Score: -7320775.500000 Penalty: 1078.914429
	Iteration 219Q: 3 clusters Score -7320776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 136884 members 
Entering Unmasked Estep 
Score: -7320778.500000 Penalty: 1078.914429
	Iteration 220F: 3 clusters Score -7320778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 136886 members 
Entering Unmasked Estep 
Score: -7320777.500000 Penalty: 1078.914429
	Iteration 221Q: 3 clusters Score -7320778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 136888 members 
Entering Unmasked Estep 
Score: -7320776.000000 Penalty: 1078.914429
	Iteration 222Q: 3 clusters Score -7320776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 136890 members 
Entering Unmasked Estep 
Score: -7320774.000000 Penalty: 1078.914429
	Iteration 223Q: 3 clusters Score -7320774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 136895 members 
Entering Unmasked Estep 
Score: -7320775.000000 Penalty: 1078.914429
	Iteration 224Q: 3 clusters Score -7320775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 136899 members 
Entering Unmasked Estep 
Score: -7320775.000000 Penalty: 1078.914429
	Iteration 225Q: 3 clusters Score -7320775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 136904 members 
Entering Unmasked Estep 
Score: -7320770.000000 Penalty: 1078.914429
	Iteration 226Q: 3 clusters Score -7320770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 136904 members 
Entering Unmasked Estep 
Score: -7320771.000000 Penalty: 1078.914429
	Iteration 227Q: 3 clusters Score -7320771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 136904 members 
Entering Unmasked Estep 
Score: -7320771.000000 Penalty: 1078.914429
	Iteration 228F: 3 clusters Score -7320771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (19024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Entering Unmasked Estep 
Score: -993507.937500 Penalty: 448.332275
	Iteration 0F: 2 clusters Score -993507.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -980680.500000 Penalty: 896.664551
	Iteration 0F: 3 clusters Score -980680.5 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -986041.687500 Penalty: 896.664551
	Iteration 1F: 3 clusters Score -986041.7 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -986341.187500 Penalty: 896.664551
	Iteration 2Q: 3 clusters Score -986341.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -986752.437500 Penalty: 896.664551
	Iteration 3Q: 3 clusters Score -986752.4 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -987339.375000 Penalty: 896.664551
	Iteration 4F: 3 clusters Score -987339.4 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -988169.000000 Penalty: 896.664551
	Iteration 5F: 3 clusters Score -988169 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -989217.937500 Penalty: 896.664551
	Iteration 6F: 3 clusters Score -989217.9 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -990039.125000 Penalty: 896.664551
	Iteration 7F: 3 clusters Score -990039.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -990466.812500 Penalty: 896.664551
	Iteration 8Q: 3 clusters Score -990466.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -990776.687500 Penalty: 896.664551
	Iteration 9Q: 3 clusters Score -990776.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -991098.937500 Penalty: 896.664551
	Iteration 10Q: 3 clusters Score -991098.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -991418.625000 Penalty: 896.664551
	Iteration 11Q: 3 clusters Score -991418.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -991734.312500 Penalty: 896.664551
	Iteration 12Q: 3 clusters Score -991734.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -991967.625000 Penalty: 896.664551
	Iteration 13Q: 3 clusters Score -991967.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -992140.125000 Penalty: 896.664551
	Iteration 14Q: 3 clusters Score -992140.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -992300.875000 Penalty: 896.664551
	Iteration 15Q: 3 clusters Score -992300.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -992450.437500 Penalty: 896.664551
	Iteration 16Q: 3 clusters Score -992450.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -992607.375000 Penalty: 896.664551
	Iteration 17Q: 3 clusters Score -992607.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -992736.375000 Penalty: 896.664551
	Iteration 18Q: 3 clusters Score -992736.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -992837.312500 Penalty: 896.664551
	Iteration 19Q: 3 clusters Score -992837.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -992918.125000 Penalty: 896.664551
	Iteration 20F: 3 clusters Score -992918.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -992980.437500 Penalty: 896.664551
	Iteration 21Q: 3 clusters Score -992980.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -993021.000000 Penalty: 896.664551
	Iteration 22Q: 3 clusters Score -993021 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -993063.187500 Penalty: 896.664551
	Iteration 23Q: 3 clusters Score -993063.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -993088.812500 Penalty: 896.664551
	Iteration 24Q: 3 clusters Score -993088.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -993110.437500 Penalty: 896.664551
	Iteration 25Q: 3 clusters Score -993110.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -993117.250000 Penalty: 896.664551
	Iteration 26Q: 3 clusters Score -993117.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -993122.375000 Penalty: 896.664551
	Iteration 27Q: 3 clusters Score -993122.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -993127.937500 Penalty: 896.664551
	Iteration 28Q: 3 clusters Score -993127.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -993129.187500 Penalty: 896.664551
	Iteration 29Q: 3 clusters Score -993129.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -993133.875000 Penalty: 896.664551
	Iteration 30Q: 3 clusters Score -993133.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -993136.937500 Penalty: 896.664551
	Iteration 31Q: 3 clusters Score -993136.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -993140.375000 Penalty: 896.664551
	Iteration 32Q: 3 clusters Score -993140.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -993139.437500 Penalty: 896.664551
	Iteration 33Q: 3 clusters Score -993139.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -993141.875000 Penalty: 896.664551
	Iteration 34Q: 3 clusters Score -993141.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -993146.875000 Penalty: 896.664551
	Iteration 35Q: 3 clusters Score -993146.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -993146.500000 Penalty: 896.664551
	Iteration 36Q: 3 clusters Score -993146.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -993149.375000 Penalty: 896.664551
	Iteration 37Q: 3 clusters Score -993149.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -993150.687500 Penalty: 896.664551
	Iteration 38Q: 3 clusters Score -993150.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -993153.062500 Penalty: 896.664551
	Iteration 39Q: 3 clusters Score -993153.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -993156.312500 Penalty: 896.664551
	Iteration 40F: 3 clusters Score -993156.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -993159.312500 Penalty: 896.664551
	Iteration 41Q: 3 clusters Score -993159.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -993157.562500 Penalty: 896.664551
	Iteration 42Q: 3 clusters Score -993157.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -993159.375000 Penalty: 896.664551
	Iteration 43Q: 3 clusters Score -993159.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -993160.437500 Penalty: 896.664551
	Iteration 44Q: 3 clusters Score -993160.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -993159.875000 Penalty: 896.664551
	Iteration 45Q: 3 clusters Score -993159.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -993158.187500 Penalty: 896.664551
	Iteration 46Q: 3 clusters Score -993158.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -993159.250000 Penalty: 896.664551
	Iteration 47Q: 3 clusters Score -993159.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -993162.375000 Penalty: 896.664551
	Iteration 48Q: 3 clusters Score -993162.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -993163.187500 Penalty: 896.664551
	Iteration 49Q: 3 clusters Score -993163.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -993162.312500 Penalty: 896.664551
	Iteration 50Q: 3 clusters Score -993162.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -993161.687500 Penalty: 896.664551
	Iteration 51Q: 3 clusters Score -993161.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -993164.750000 Penalty: 896.664551
	Iteration 52Q: 3 clusters Score -993164.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -993164.750000 Penalty: 896.664551
	Iteration 53Q: 3 clusters Score -993164.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -993166.062500 Penalty: 896.664551
	Iteration 54Q: 3 clusters Score -993166.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -993166.875000 Penalty: 896.664551
	Iteration 55Q: 3 clusters Score -993166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -993167.437500 Penalty: 896.664551
	Iteration 56Q: 3 clusters Score -993167.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -993170.000000 Penalty: 896.664551
	Iteration 57Q: 3 clusters Score -993170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -993169.000000 Penalty: 896.664551
	Iteration 58Q: 3 clusters Score -993169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -993171.812500 Penalty: 896.664551
	Iteration 59Q: 3 clusters Score -993171.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -993169.187500 Penalty: 896.664551
	Iteration 60F: 3 clusters Score -993169.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -993171.375000 Penalty: 896.664551
	Iteration 61Q: 3 clusters Score -993171.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -993170.250000 Penalty: 896.664551
	Iteration 62Q: 3 clusters Score -993170.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -993172.500000 Penalty: 896.664551
	Iteration 63Q: 3 clusters Score -993172.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -993174.437500 Penalty: 896.664551
	Iteration 64Q: 3 clusters Score -993174.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -993176.312500 Penalty: 896.664551
	Iteration 65Q: 3 clusters Score -993176.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -993176.312500 Penalty: 896.664551
	Iteration 66Q: 3 clusters Score -993176.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -993174.812500 Penalty: 896.664551
	Iteration 67Q: 3 clusters Score -993174.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -993176.750000 Penalty: 896.664551
	Iteration 68Q: 3 clusters Score -993176.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -993176.312500 Penalty: 896.664551
	Iteration 69Q: 3 clusters Score -993176.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -993178.625000 Penalty: 896.664551
	Iteration 70Q: 3 clusters Score -993178.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -993176.750000 Penalty: 896.664551
	Iteration 71Q: 3 clusters Score -993176.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -993178.000000 Penalty: 896.664551
	Iteration 72Q: 3 clusters Score -993178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -993181.187500 Penalty: 896.664551
	Iteration 73Q: 3 clusters Score -993181.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -993183.062500 Penalty: 896.664551
	Iteration 74Q: 3 clusters Score -993183.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -993180.500000 Penalty: 896.664551
	Iteration 75Q: 3 clusters Score -993180.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -993182.187500 Penalty: 896.664551
	Iteration 76Q: 3 clusters Score -993182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -993181.187500 Penalty: 896.664551
	Iteration 77Q: 3 clusters Score -993181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -993182.250000 Penalty: 896.664551
	Iteration 78Q: 3 clusters Score -993182.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -993182.250000 Penalty: 896.664551
	Iteration 79F: 3 clusters Score -993182.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (62776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62776 members 
Entering Unmasked Estep 
Score: -3387996.000000 Penalty: 502.653412
	Iteration 0F: 2 clusters Score -3387996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3345773.250000 Penalty: 1005.306824
	Iteration 0F: 3 clusters Score -3345773 nChanged 30433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -3364849.500000 Penalty: 1005.306824
	Iteration 1F: 3 clusters Score -3364850 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -3366557.500000 Penalty: 1005.306824
	Iteration 2F: 3 clusters Score -3366558 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -3369465.250000 Penalty: 1005.306824
	Iteration 3F: 3 clusters Score -3369465 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -3373808.250000 Penalty: 1005.306824
	Iteration 4F: 3 clusters Score -3373808 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -3378413.000000 Penalty: 1005.306824
	Iteration 5F: 3 clusters Score -3378413 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -3381783.500000 Penalty: 1005.306824
	Iteration 6Q: 3 clusters Score -3381784 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -3383633.000000 Penalty: 1005.306824
	Iteration 7Q: 3 clusters Score -3383633 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -3384622.500000 Penalty: 1005.306824
	Iteration 8Q: 3 clusters Score -3384622 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -3385275.250000 Penalty: 1005.306824
	Iteration 9Q: 3 clusters Score -3385275 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -3385773.500000 Penalty: 1005.306824
	Iteration 10Q: 3 clusters Score -3385774 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 59751 members 
Entering Unmasked Estep 
Score: -3386158.500000 Penalty: 1005.306824
	Iteration 11Q: 3 clusters Score -3386158 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -3386483.250000 Penalty: 1005.306824
	Iteration 12Q: 3 clusters Score -3386483 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -3386754.000000 Penalty: 1005.306824
	Iteration 13Q: 3 clusters Score -3386754 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -3386950.250000 Penalty: 1005.306824
	Iteration 14Q: 3 clusters Score -3386950 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -3387092.000000 Penalty: 1005.306824
	Iteration 15Q: 3 clusters Score -3387092 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -3387209.250000 Penalty: 1005.306824
	Iteration 16Q: 3 clusters Score -3387209 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -3387293.250000 Penalty: 1005.306824
	Iteration 17Q: 3 clusters Score -3387293 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -3387377.500000 Penalty: 1005.306824
	Iteration 18Q: 3 clusters Score -3387378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -3387429.750000 Penalty: 1005.306824
	Iteration 19Q: 3 clusters Score -3387430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
Score: -3387448.750000 Penalty: 1005.306824
	Iteration 20F: 3 clusters Score -3387449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -3387463.250000 Penalty: 1005.306824
	Iteration 21Q: 3 clusters Score -3387463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -3387475.750000 Penalty: 1005.306824
	Iteration 22Q: 3 clusters Score -3387476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -3387488.250000 Penalty: 1005.306824
	Iteration 23Q: 3 clusters Score -3387488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -3387500.000000 Penalty: 1005.306824
	Iteration 24Q: 3 clusters Score -3387500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -3387515.000000 Penalty: 1005.306824
	Iteration 25Q: 3 clusters Score -3387515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -3387529.250000 Penalty: 1005.306824
	Iteration 26Q: 3 clusters Score -3387529 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -3387542.500000 Penalty: 1005.306824
	Iteration 27Q: 3 clusters Score -3387542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -3387553.750000 Penalty: 1005.306824
	Iteration 28Q: 3 clusters Score -3387554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -3387559.000000 Penalty: 1005.306824
	Iteration 29Q: 3 clusters Score -3387559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 62375 members 
Entering Unmasked Estep 
Score: -3387571.250000 Penalty: 1005.306824
	Iteration 30Q: 3 clusters Score -3387571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -3387578.500000 Penalty: 1005.306824
	Iteration 31Q: 3 clusters Score -3387578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -3387586.500000 Penalty: 1005.306824
	Iteration 32Q: 3 clusters Score -3387586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -3387592.250000 Penalty: 1005.306824
	Iteration 33Q: 3 clusters Score -3387592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 62411 members 
Entering Unmasked Estep 
Score: -3387594.500000 Penalty: 1005.306824
	Iteration 34Q: 3 clusters Score -3387594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -3387599.000000 Penalty: 1005.306824
	Iteration 35Q: 3 clusters Score -3387599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -3387597.500000 Penalty: 1005.306824
	Iteration 36Q: 3 clusters Score -3387598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -3387601.500000 Penalty: 1005.306824
	Iteration 37Q: 3 clusters Score -3387602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -3387606.500000 Penalty: 1005.306824
	Iteration 38Q: 3 clusters Score -3387606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -3387611.250000 Penalty: 1005.306824
	Iteration 39Q: 3 clusters Score -3387611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -3387613.000000 Penalty: 1005.306824
	Iteration 40F: 3 clusters Score -3387613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -3387616.750000 Penalty: 1005.306824
	Iteration 41Q: 3 clusters Score -3387617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -3387617.250000 Penalty: 1005.306824
	Iteration 42Q: 3 clusters Score -3387617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -3387619.250000 Penalty: 1005.306824
	Iteration 43Q: 3 clusters Score -3387619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -3387615.250000 Penalty: 1005.306824
	Iteration 44Q: 3 clusters Score -3387615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 62437 members 
Entering Unmasked Estep 
Score: -3387617.250000 Penalty: 1005.306824
	Iteration 45Q: 3 clusters Score -3387617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -3387621.000000 Penalty: 1005.306824
	Iteration 46Q: 3 clusters Score -3387621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -3387623.000000 Penalty: 1005.306824
	Iteration 47Q: 3 clusters Score -3387623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -3387623.750000 Penalty: 1005.306824
	Iteration 48Q: 3 clusters Score -3387624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -3387625.250000 Penalty: 1005.306824
	Iteration 49Q: 3 clusters Score -3387625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -3387623.500000 Penalty: 1005.306824
	Iteration 50Q: 3 clusters Score -3387624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -3387625.000000 Penalty: 1005.306824
	Iteration 51Q: 3 clusters Score -3387625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -3387624.250000 Penalty: 1005.306824
	Iteration 52Q: 3 clusters Score -3387624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -3387622.500000 Penalty: 1005.306824
	Iteration 53Q: 3 clusters Score -3387622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -3387622.500000 Penalty: 1005.306824
	Iteration 54Q: 3 clusters Score -3387622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -3387625.000000 Penalty: 1005.306824
	Iteration 55Q: 3 clusters Score -3387625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 62449 members 
Entering Unmasked Estep 
Score: -3387626.500000 Penalty: 1005.306824
	Iteration 56Q: 3 clusters Score -3387626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -3387628.000000 Penalty: 1005.306824
	Iteration 57Q: 3 clusters Score -3387628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -3387634.000000 Penalty: 1005.306824
	Iteration 58Q: 3 clusters Score -3387634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -3387630.000000 Penalty: 1005.306824
	Iteration 59Q: 3 clusters Score -3387630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -3387630.500000 Penalty: 1005.306824
	Iteration 60F: 3 clusters Score -3387630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 62457 members 
Entering Unmasked Estep 
Score: -3387633.250000 Penalty: 1005.306824
	Iteration 61Q: 3 clusters Score -3387633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -3387632.500000 Penalty: 1005.306824
	Iteration 62Q: 3 clusters Score -3387632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -3387632.500000 Penalty: 1005.306824
	Iteration 63F: 3 clusters Score -3387632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (67553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Entering Unmasked Estep 
Score: -3744962.250000 Penalty: 505.990356
	Iteration 0F: 2 clusters Score -3744962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -3699620.500000 Penalty: 1011.980713
	Iteration 0F: 3 clusters Score -3699620 nChanged 32839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -3718861.000000 Penalty: 1011.980713
	Iteration 1F: 3 clusters Score -3718861 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -3719525.750000 Penalty: 1011.980713
	Iteration 2Q: 3 clusters Score -3719526 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -3720454.000000 Penalty: 1011.980713
	Iteration 3Q: 3 clusters Score -3720454 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -3721973.750000 Penalty: 1011.980713
	Iteration 4Q: 3 clusters Score -3721974 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -3724338.500000 Penalty: 1011.980713
	Iteration 5F: 3 clusters Score -3724338 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3727638.000000 Penalty: 1011.980713
	Iteration 6F: 3 clusters Score -3727638 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3730927.250000 Penalty: 1011.980713
	Iteration 7F: 3 clusters Score -3730927 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3732691.500000 Penalty: 1011.980713
	Iteration 8F: 3 clusters Score -3732692 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3733326.750000 Penalty: 1011.980713
	Iteration 9Q: 3 clusters Score -3733327 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3733662.000000 Penalty: 1011.980713
	Iteration 10Q: 3 clusters Score -3733662 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3733950.250000 Penalty: 1011.980713
	Iteration 11Q: 3 clusters Score -3733950 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3734314.500000 Penalty: 1011.980713
	Iteration 12Q: 3 clusters Score -3734314 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -3734718.000000 Penalty: 1011.980713
	Iteration 13Q: 3 clusters Score -3734718 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -3735175.000000 Penalty: 1011.980713
	Iteration 14Q: 3 clusters Score -3735175 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3735677.250000 Penalty: 1011.980713
	Iteration 15Q: 3 clusters Score -3735677 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3736315.500000 Penalty: 1011.980713
	Iteration 16Q: 3 clusters Score -3736316 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3736969.000000 Penalty: 1011.980713
	Iteration 17Q: 3 clusters Score -3736969 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3737643.750000 Penalty: 1011.980713
	Iteration 18Q: 3 clusters Score -3737644 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3738393.250000 Penalty: 1011.980713
	Iteration 19Q: 3 clusters Score -3738393 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3739252.000000 Penalty: 1011.980713
	Iteration 20F: 3 clusters Score -3739252 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3740111.250000 Penalty: 1011.980713
	Iteration 21Q: 3 clusters Score -3740111 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3740933.500000 Penalty: 1011.980713
	Iteration 22Q: 3 clusters Score -3740934 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3741697.000000 Penalty: 1011.980713
	Iteration 23Q: 3 clusters Score -3741697 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64137 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -3742367.250000 Penalty: 1011.980713
	Iteration 24Q: 3 clusters Score -3742367 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3742935.000000 Penalty: 1011.980713
	Iteration 25Q: 3 clusters Score -3742935 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3743392.250000 Penalty: 1011.980713
	Iteration 26Q: 3 clusters Score -3743392 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66089 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3743737.250000 Penalty: 1011.980713
	Iteration 27Q: 3 clusters Score -3743737 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3743974.750000 Penalty: 1011.980713
	Iteration 28Q: 3 clusters Score -3743975 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3744170.750000 Penalty: 1011.980713
	Iteration 29Q: 3 clusters Score -3744171 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3744284.750000 Penalty: 1011.980713
	Iteration 30Q: 3 clusters Score -3744285 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3744372.000000 Penalty: 1011.980713
	Iteration 31Q: 3 clusters Score -3744372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3744432.250000 Penalty: 1011.980713
	Iteration 32Q: 3 clusters Score -3744432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3744453.000000 Penalty: 1011.980713
	Iteration 33Q: 3 clusters Score -3744453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67205 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3744466.750000 Penalty: 1011.980713
	Iteration 34Q: 3 clusters Score -3744467 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3744481.500000 Penalty: 1011.980713
	Iteration 35Q: 3 clusters Score -3744482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3744496.000000 Penalty: 1011.980713
	Iteration 36Q: 3 clusters Score -3744496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3744502.250000 Penalty: 1011.980713
	Iteration 37Q: 3 clusters Score -3744502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3744508.250000 Penalty: 1011.980713
	Iteration 38Q: 3 clusters Score -3744508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3744506.750000 Penalty: 1011.980713
	Iteration 39Q: 3 clusters Score -3744507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3744510.000000 Penalty: 1011.980713
	Iteration 40F: 3 clusters Score -3744510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3744516.750000 Penalty: 1011.980713
	Iteration 41Q: 3 clusters Score -3744517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3744522.750000 Penalty: 1011.980713
	Iteration 42Q: 3 clusters Score -3744523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3744519.000000 Penalty: 1011.980713
	Iteration 43Q: 3 clusters Score -3744519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67342 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3744531.000000 Penalty: 1011.980713
	Iteration 44Q: 3 clusters Score -3744531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3744533.750000 Penalty: 1011.980713
	Iteration 45Q: 3 clusters Score -3744534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3744530.250000 Penalty: 1011.980713
	Iteration 46Q: 3 clusters Score -3744530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3744527.750000 Penalty: 1011.980713
	Iteration 47Q: 3 clusters Score -3744528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3744527.500000 Penalty: 1011.980713
	Iteration 48Q: 3 clusters Score -3744528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3744528.000000 Penalty: 1011.980713
	Iteration 49Q: 3 clusters Score -3744528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3744528.000000 Penalty: 1011.980713
	Iteration 50F: 3 clusters Score -3744528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -4202.348633 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -4202.349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4020.800293 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -4020.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4073.962402 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -4073.962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4088.017822 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -4088.018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -4094.726807 Penalty: 431.788818
	Iteration 3Q: 3 clusters Score -4094.727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -4104.037109 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -4104.037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4108.655762 Penalty: 431.788818
	Iteration 5Q: 3 clusters Score -4108.656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4111.951660 Penalty: 431.788818
	Iteration 6Q: 3 clusters Score -4111.952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4111.951660 Penalty: 431.788818
	Iteration 7F: 3 clusters Score -4111.952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (17218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Entering Unmasked Estep 
Score: -935278.125000 Penalty: 443.793854
	Iteration 0F: 2 clusters Score -935278.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -923707.000000 Penalty: 887.587708
	Iteration 0F: 3 clusters Score -923707 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -928351.500000 Penalty: 887.587708
	Iteration 1F: 3 clusters Score -928351.5 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -928741.812500 Penalty: 887.587708
	Iteration 2F: 3 clusters Score -928741.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -929368.125000 Penalty: 887.587708
	Iteration 3F: 3 clusters Score -929368.1 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -930402.625000 Penalty: 887.587708
	Iteration 4F: 3 clusters Score -930402.6 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -931892.187500 Penalty: 887.587708
	Iteration 5F: 3 clusters Score -931892.2 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -933467.187500 Penalty: 887.587708
	Iteration 6F: 3 clusters Score -933467.2 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -934460.312500 Penalty: 887.587708
	Iteration 7F: 3 clusters Score -934460.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -934791.687500 Penalty: 887.587708
	Iteration 8Q: 3 clusters Score -934791.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -934857.500000 Penalty: 887.587708
	Iteration 9Q: 3 clusters Score -934857.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -934871.687500 Penalty: 887.587708
	Iteration 10Q: 3 clusters Score -934871.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -934878.187500 Penalty: 887.587708
	Iteration 11Q: 3 clusters Score -934878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -934882.687500 Penalty: 887.587708
	Iteration 12Q: 3 clusters Score -934882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -934888.687500 Penalty: 887.587708
	Iteration 13Q: 3 clusters Score -934888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -934890.562500 Penalty: 887.587708
	Iteration 14Q: 3 clusters Score -934890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -934890.562500 Penalty: 887.587708
	Iteration 15F: 3 clusters Score -934890.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -298305.562500 Penalty: 391.935028
	Iteration 0F: 2 clusters Score -298305.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -294598.968750 Penalty: 783.870056
	Iteration 0F: 3 clusters Score -294599 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -295994.593750 Penalty: 783.870056
	Iteration 1F: 3 clusters Score -295994.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -296127.031250 Penalty: 783.870056
	Iteration 2F: 3 clusters Score -296127 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -296311.750000 Penalty: 783.870056
	Iteration 3F: 3 clusters Score -296311.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -296575.031250 Penalty: 783.870056
	Iteration 4F: 3 clusters Score -296575 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -296879.375000 Penalty: 783.870056
	Iteration 5F: 3 clusters Score -296879.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -297140.375000 Penalty: 783.870056
	Iteration 6Q: 3 clusters Score -297140.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -297321.968750 Penalty: 783.870056
	Iteration 7Q: 3 clusters Score -297322 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -297452.343750 Penalty: 783.870056
	Iteration 8Q: 3 clusters Score -297452.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -297540.312500 Penalty: 783.870056
	Iteration 9Q: 3 clusters Score -297540.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -297595.531250 Penalty: 783.870056
	Iteration 10Q: 3 clusters Score -297595.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -297633.625000 Penalty: 783.870056
	Iteration 11Q: 3 clusters Score -297633.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -297661.375000 Penalty: 783.870056
	Iteration 12Q: 3 clusters Score -297661.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -297684.187500 Penalty: 783.870056
	Iteration 13Q: 3 clusters Score -297684.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -297710.781250 Penalty: 783.870056
	Iteration 14Q: 3 clusters Score -297710.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -297739.156250 Penalty: 783.870056
	Iteration 15Q: 3 clusters Score -297739.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -297763.500000 Penalty: 783.870056
	Iteration 16Q: 3 clusters Score -297763.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -297785.906250 Penalty: 783.870056
	Iteration 17Q: 3 clusters Score -297785.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -297805.125000 Penalty: 783.870056
	Iteration 18Q: 3 clusters Score -297805.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -297826.500000 Penalty: 783.870056
	Iteration 19Q: 3 clusters Score -297826.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -297859.343750 Penalty: 783.870056
	Iteration 20F: 3 clusters Score -297859.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -297890.406250 Penalty: 783.870056
	Iteration 21Q: 3 clusters Score -297890.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -297910.656250 Penalty: 783.870056
	Iteration 22Q: 3 clusters Score -297910.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -297923.281250 Penalty: 783.870056
	Iteration 23Q: 3 clusters Score -297923.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -297936.031250 Penalty: 783.870056
	Iteration 24Q: 3 clusters Score -297936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -297946.437500 Penalty: 783.870056
	Iteration 25Q: 3 clusters Score -297946.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -297955.531250 Penalty: 783.870056
	Iteration 26Q: 3 clusters Score -297955.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -297963.125000 Penalty: 783.870056
	Iteration 27Q: 3 clusters Score -297963.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -297966.531250 Penalty: 783.870056
	Iteration 28Q: 3 clusters Score -297966.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -297969.437500 Penalty: 783.870056
	Iteration 29Q: 3 clusters Score -297969.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -297971.562500 Penalty: 783.870056
	Iteration 30Q: 3 clusters Score -297971.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -297975.093750 Penalty: 783.870056
	Iteration 31Q: 3 clusters Score -297975.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -297976.125000 Penalty: 783.870056
	Iteration 32Q: 3 clusters Score -297976.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -297980.000000 Penalty: 783.870056
	Iteration 33Q: 3 clusters Score -297980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -297985.187500 Penalty: 783.870056
	Iteration 34Q: 3 clusters Score -297985.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -297989.562500 Penalty: 783.870056
	Iteration 35Q: 3 clusters Score -297989.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -297991.625000 Penalty: 783.870056
	Iteration 36Q: 3 clusters Score -297991.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -297993.281250 Penalty: 783.870056
	Iteration 37Q: 3 clusters Score -297993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -297994.281250 Penalty: 783.870056
	Iteration 38Q: 3 clusters Score -297994.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -297993.843750 Penalty: 783.870056
	Iteration 39Q: 3 clusters Score -297993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -297995.781250 Penalty: 783.870056
	Iteration 40F: 3 clusters Score -297995.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -297996.406250 Penalty: 783.870056
	Iteration 41Q: 3 clusters Score -297996.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -297997.343750 Penalty: 783.870056
	Iteration 42Q: 3 clusters Score -297997.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -297997.218750 Penalty: 783.870056
	Iteration 43Q: 3 clusters Score -297997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -297997.406250 Penalty: 783.870056
	Iteration 44Q: 3 clusters Score -297997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -297997.625000 Penalty: 783.870056
	Iteration 45Q: 3 clusters Score -297997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -297997.562500 Penalty: 783.870056
	Iteration 46Q: 3 clusters Score -297997.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -297998.531250 Penalty: 783.870056
	Iteration 47Q: 3 clusters Score -297998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -297998.656250 Penalty: 783.870056
	Iteration 48Q: 3 clusters Score -297998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -297998.437500 Penalty: 783.870056
	Iteration 49Q: 3 clusters Score -297998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -297998.375000 Penalty: 783.870056
	Iteration 50Q: 3 clusters Score -297998.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -297998.625000 Penalty: 783.870056
	Iteration 51Q: 3 clusters Score -297998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -297998.625000 Penalty: 783.870056
	Iteration 52F: 3 clusters Score -297998.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (35109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Entering Unmasked Estep 
Score: -1960705.125000 Penalty: 476.212708
	Iteration 0F: 2 clusters Score -1960705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1937330.625000 Penalty: 952.425415
	Iteration 0F: 3 clusters Score -1937331 nChanged 16854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1947381.625000 Penalty: 952.425415
	Iteration 1F: 3 clusters Score -1947382 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1948144.375000 Penalty: 952.425415
	Iteration 2Q: 3 clusters Score -1948144 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -1949291.875000 Penalty: 952.425415
	Iteration 3F: 3 clusters Score -1949292 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -1950829.250000 Penalty: 952.425415
	Iteration 4F: 3 clusters Score -1950829 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -1952667.125000 Penalty: 952.425415
	Iteration 5F: 3 clusters Score -1952667 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -1954131.500000 Penalty: 952.425415
	Iteration 6F: 3 clusters Score -1954132 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -1954835.875000 Penalty: 952.425415
	Iteration 7Q: 3 clusters Score -1954836 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -1955088.875000 Penalty: 952.425415
	Iteration 8Q: 3 clusters Score -1955089 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -1955255.125000 Penalty: 952.425415
	Iteration 9Q: 3 clusters Score -1955255 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -1955408.750000 Penalty: 952.425415
	Iteration 10Q: 3 clusters Score -1955409 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -1955568.125000 Penalty: 952.425415
	Iteration 11Q: 3 clusters Score -1955568 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -1955735.000000 Penalty: 952.425415
	Iteration 12Q: 3 clusters Score -1955735 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -1955900.750000 Penalty: 952.425415
	Iteration 13Q: 3 clusters Score -1955901 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -1956094.750000 Penalty: 952.425415
	Iteration 14Q: 3 clusters Score -1956095 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -1956328.000000 Penalty: 952.425415
	Iteration 15Q: 3 clusters Score -1956328 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -1956564.000000 Penalty: 952.425415
	Iteration 16Q: 3 clusters Score -1956564 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -1956830.000000 Penalty: 952.425415
	Iteration 17Q: 3 clusters Score -1956830 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -1957112.250000 Penalty: 952.425415
	Iteration 18Q: 3 clusters Score -1957112 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -1957382.875000 Penalty: 952.425415
	Iteration 19Q: 3 clusters Score -1957383 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -1957671.500000 Penalty: 952.425415
	Iteration 20F: 3 clusters Score -1957672 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -1957998.250000 Penalty: 952.425415
	Iteration 21Q: 3 clusters Score -1957998 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -1958300.750000 Penalty: 952.425415
	Iteration 22Q: 3 clusters Score -1958301 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -1958640.375000 Penalty: 952.425415
	Iteration 23Q: 3 clusters Score -1958640 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -1958939.750000 Penalty: 952.425415
	Iteration 24Q: 3 clusters Score -1958940 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -1959195.750000 Penalty: 952.425415
	Iteration 25Q: 3 clusters Score -1959196 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -1959457.875000 Penalty: 952.425415
	Iteration 26Q: 3 clusters Score -1959458 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -1959686.625000 Penalty: 952.425415
	Iteration 27Q: 3 clusters Score -1959687 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -1959842.250000 Penalty: 952.425415
	Iteration 28Q: 3 clusters Score -1959842 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -1959937.125000 Penalty: 952.425415
	Iteration 29Q: 3 clusters Score -1959937 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -1960018.750000 Penalty: 952.425415
	Iteration 30Q: 3 clusters Score -1960019 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -1960079.125000 Penalty: 952.425415
	Iteration 31Q: 3 clusters Score -1960079 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -1960115.500000 Penalty: 952.425415
	Iteration 32Q: 3 clusters Score -1960116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -1960143.875000 Penalty: 952.425415
	Iteration 33Q: 3 clusters Score -1960144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -1960169.500000 Penalty: 952.425415
	Iteration 34Q: 3 clusters Score -1960170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -1960189.500000 Penalty: 952.425415
	Iteration 35Q: 3 clusters Score -1960190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -1960206.000000 Penalty: 952.425415
	Iteration 36Q: 3 clusters Score -1960206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -1960215.500000 Penalty: 952.425415
	Iteration 37Q: 3 clusters Score -1960216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -1960221.875000 Penalty: 952.425415
	Iteration 38Q: 3 clusters Score -1960222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -1960231.375000 Penalty: 952.425415
	Iteration 39Q: 3 clusters Score -1960231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -1960235.625000 Penalty: 952.425415
	Iteration 40F: 3 clusters Score -1960236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -1960238.875000 Penalty: 952.425415
	Iteration 41Q: 3 clusters Score -1960239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -1960244.625000 Penalty: 952.425415
	Iteration 42Q: 3 clusters Score -1960245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -1960245.625000 Penalty: 952.425415
	Iteration 43Q: 3 clusters Score -1960246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -1960247.750000 Penalty: 952.425415
	Iteration 44Q: 3 clusters Score -1960248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -1960247.625000 Penalty: 952.425415
	Iteration 45Q: 3 clusters Score -1960248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -1960249.125000 Penalty: 952.425415
	Iteration 46Q: 3 clusters Score -1960249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -1960254.250000 Penalty: 952.425415
	Iteration 47Q: 3 clusters Score -1960254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -1960249.875000 Penalty: 952.425415
	Iteration 48Q: 3 clusters Score -1960250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -1960258.750000 Penalty: 952.425415
	Iteration 49Q: 3 clusters Score -1960259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -1960262.500000 Penalty: 952.425415
	Iteration 50Q: 3 clusters Score -1960262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -1960264.125000 Penalty: 952.425415
	Iteration 51Q: 3 clusters Score -1960264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -1960258.625000 Penalty: 952.425415
	Iteration 52Q: 3 clusters Score -1960259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -1960262.375000 Penalty: 952.425415
	Iteration 53Q: 3 clusters Score -1960262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -1960269.625000 Penalty: 952.425415
	Iteration 54Q: 3 clusters Score -1960270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -1960272.375000 Penalty: 952.425415
	Iteration 55Q: 3 clusters Score -1960272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -1960274.000000 Penalty: 952.425415
	Iteration 56Q: 3 clusters Score -1960274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -1960276.625000 Penalty: 952.425415
	Iteration 57Q: 3 clusters Score -1960277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -1960274.000000 Penalty: 952.425415
	Iteration 58Q: 3 clusters Score -1960274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -1960284.125000 Penalty: 952.425415
	Iteration 59Q: 3 clusters Score -1960284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -1960289.375000 Penalty: 952.425415
	Iteration 60F: 3 clusters Score -1960289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -1960287.125000 Penalty: 952.425415
	Iteration 61Q: 3 clusters Score -1960287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -1960301.500000 Penalty: 952.425415
	Iteration 62Q: 3 clusters Score -1960302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -1960303.500000 Penalty: 952.425415
	Iteration 63Q: 3 clusters Score -1960304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -1960311.125000 Penalty: 952.425415
	Iteration 64Q: 3 clusters Score -1960311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -1960312.750000 Penalty: 952.425415
	Iteration 65Q: 3 clusters Score -1960313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -1960319.125000 Penalty: 952.425415
	Iteration 66Q: 3 clusters Score -1960319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -1960315.500000 Penalty: 952.425415
	Iteration 67Q: 3 clusters Score -1960316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -1960319.250000 Penalty: 952.425415
	Iteration 68Q: 3 clusters Score -1960319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -1960322.500000 Penalty: 952.425415
	Iteration 69Q: 3 clusters Score -1960322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -1960323.500000 Penalty: 952.425415
	Iteration 70Q: 3 clusters Score -1960324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -1960325.250000 Penalty: 952.425415
	Iteration 71Q: 3 clusters Score -1960325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -1960327.375000 Penalty: 952.425415
	Iteration 72Q: 3 clusters Score -1960327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -1960334.125000 Penalty: 952.425415
	Iteration 73Q: 3 clusters Score -1960334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -1960333.125000 Penalty: 952.425415
	Iteration 74Q: 3 clusters Score -1960333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -1960335.125000 Penalty: 952.425415
	Iteration 75Q: 3 clusters Score -1960335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -1960333.750000 Penalty: 952.425415
	Iteration 76Q: 3 clusters Score -1960334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -1960333.750000 Penalty: 952.425415
	Iteration 77F: 3 clusters Score -1960334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (34859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Entering Unmasked Estep 
Score: -1956409.375000 Penalty: 475.887512
	Iteration 0F: 2 clusters Score -1956409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1932984.875000 Penalty: 951.775024
	Iteration 0F: 3 clusters Score -1932985 nChanged 16860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1942887.625000 Penalty: 951.775024
	Iteration 1F: 3 clusters Score -1942888 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1943196.625000 Penalty: 951.775024
	Iteration 2Q: 3 clusters Score -1943197 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1943655.875000 Penalty: 951.775024
	Iteration 3Q: 3 clusters Score -1943656 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1944298.000000 Penalty: 951.775024
	Iteration 4Q: 3 clusters Score -1944298 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1945369.375000 Penalty: 951.775024
	Iteration 5F: 3 clusters Score -1945369 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -1947230.250000 Penalty: 951.775024
	Iteration 6F: 3 clusters Score -1947230 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -1950030.875000 Penalty: 951.775024
	Iteration 7F: 3 clusters Score -1950031 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -1952400.750000 Penalty: 951.775024
	Iteration 8F: 3 clusters Score -1952401 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -1953566.750000 Penalty: 951.775024
	Iteration 9Q: 3 clusters Score -1953567 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1954352.625000 Penalty: 951.775024
	Iteration 10Q: 3 clusters Score -1954353 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -1954879.875000 Penalty: 951.775024
	Iteration 11Q: 3 clusters Score -1954880 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -1955180.250000 Penalty: 951.775024
	Iteration 12Q: 3 clusters Score -1955180 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -1955313.500000 Penalty: 951.775024
	Iteration 13Q: 3 clusters Score -1955314 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1955425.625000 Penalty: 951.775024
	Iteration 14Q: 3 clusters Score -1955426 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -1955497.375000 Penalty: 951.775024
	Iteration 15Q: 3 clusters Score -1955497 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1955524.875000 Penalty: 951.775024
	Iteration 16Q: 3 clusters Score -1955525 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -1955534.000000 Penalty: 951.775024
	Iteration 17Q: 3 clusters Score -1955534 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1955550.500000 Penalty: 951.775024
	Iteration 18Q: 3 clusters Score -1955550 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1955560.375000 Penalty: 951.775024
	Iteration 19Q: 3 clusters Score -1955560 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -1955546.750000 Penalty: 951.775024
	Iteration 20F: 3 clusters Score -1955547 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1955558.250000 Penalty: 951.775024
	Iteration 21Q: 3 clusters Score -1955558 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1955561.750000 Penalty: 951.775024
	Iteration 22Q: 3 clusters Score -1955562 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1955571.750000 Penalty: 951.775024
	Iteration 23Q: 3 clusters Score -1955572 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1955592.500000 Penalty: 951.775024
	Iteration 24Q: 3 clusters Score -1955592 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1955577.625000 Penalty: 951.775024
	Iteration 25Q: 3 clusters Score -1955578 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1955576.125000 Penalty: 951.775024
	Iteration 26Q: 3 clusters Score -1955576 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1955587.750000 Penalty: 951.775024
	Iteration 27Q: 3 clusters Score -1955588 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1955611.750000 Penalty: 951.775024
	Iteration 28Q: 3 clusters Score -1955612 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1955628.125000 Penalty: 951.775024
	Iteration 29Q: 3 clusters Score -1955628 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1955653.875000 Penalty: 951.775024
	Iteration 30Q: 3 clusters Score -1955654 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1955654.375000 Penalty: 951.775024
	Iteration 31Q: 3 clusters Score -1955654 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1955646.125000 Penalty: 951.775024
	Iteration 32Q: 3 clusters Score -1955646 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1955644.750000 Penalty: 951.775024
	Iteration 33Q: 3 clusters Score -1955645 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1955656.375000 Penalty: 951.775024
	Iteration 34Q: 3 clusters Score -1955656 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1955653.000000 Penalty: 951.775024
	Iteration 35Q: 3 clusters Score -1955653 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1955667.250000 Penalty: 951.775024
	Iteration 36Q: 3 clusters Score -1955667 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1955690.250000 Penalty: 951.775024
	Iteration 37Q: 3 clusters Score -1955690 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1955702.250000 Penalty: 951.775024
	Iteration 38Q: 3 clusters Score -1955702 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1955697.125000 Penalty: 951.775024
	Iteration 39Q: 3 clusters Score -1955697 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1955714.625000 Penalty: 951.775024
	Iteration 40F: 3 clusters Score -1955715 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1955713.625000 Penalty: 951.775024
	Iteration 41Q: 3 clusters Score -1955714 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1955723.750000 Penalty: 951.775024
	Iteration 42Q: 3 clusters Score -1955724 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1955733.625000 Penalty: 951.775024
	Iteration 43Q: 3 clusters Score -1955734 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1955725.250000 Penalty: 951.775024
	Iteration 44Q: 3 clusters Score -1955725 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1955700.875000 Penalty: 951.775024
	Iteration 45Q: 3 clusters Score -1955701 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1955717.125000 Penalty: 951.775024
	Iteration 46Q: 3 clusters Score -1955717 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1955717.625000 Penalty: 951.775024
	Iteration 47Q: 3 clusters Score -1955718 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1955723.625000 Penalty: 951.775024
	Iteration 48Q: 3 clusters Score -1955724 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1955716.625000 Penalty: 951.775024
	Iteration 49Q: 3 clusters Score -1955717 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1955717.500000 Penalty: 951.775024
	Iteration 50Q: 3 clusters Score -1955718 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1955702.250000 Penalty: 951.775024
	Iteration 51Q: 3 clusters Score -1955702 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1955712.875000 Penalty: 951.775024
	Iteration 52Q: 3 clusters Score -1955713 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1955720.125000 Penalty: 951.775024
	Iteration 53Q: 3 clusters Score -1955720 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1955716.250000 Penalty: 951.775024
	Iteration 54Q: 3 clusters Score -1955716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1955738.500000 Penalty: 951.775024
	Iteration 55Q: 3 clusters Score -1955738 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1955732.125000 Penalty: 951.775024
	Iteration 56Q: 3 clusters Score -1955732 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1955732.375000 Penalty: 951.775024
	Iteration 57Q: 3 clusters Score -1955732 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1955737.500000 Penalty: 951.775024
	Iteration 58Q: 3 clusters Score -1955738 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1955743.375000 Penalty: 951.775024
	Iteration 59Q: 3 clusters Score -1955743 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1955747.625000 Penalty: 951.775024
	Iteration 60F: 3 clusters Score -1955748 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1955742.750000 Penalty: 951.775024
	Iteration 61Q: 3 clusters Score -1955743 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1955732.625000 Penalty: 951.775024
	Iteration 62Q: 3 clusters Score -1955733 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1955730.125000 Penalty: 951.775024
	Iteration 63Q: 3 clusters Score -1955730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1955725.500000 Penalty: 951.775024
	Iteration 64Q: 3 clusters Score -1955726 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
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Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1955833.375000 Penalty: 951.775024
	Iteration 159Q: 3 clusters Score -1955833 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1955829.625000 Penalty: 951.775024
	Iteration 160F: 3 clusters Score -1955830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1955834.250000 Penalty: 951.775024
	Iteration 161Q: 3 clusters Score -1955834 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1955838 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1955843.000000 Penalty: 951.775024
	Iteration 163Q: 3 clusters Score -1955843 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1955842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1955841.375000 Penalty: 951.775024
	Iteration 165Q: 3 clusters Score -1955841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1955839.125000 Penalty: 951.775024
	Iteration 166Q: 3 clusters Score -1955839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1955829.000000 Penalty: 951.775024
	Iteration 167Q: 3 clusters Score -1955829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1955849.000000 Penalty: 951.775024
	Iteration 168Q: 3 clusters Score -1955849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1955842.750000 Penalty: 951.775024
	Iteration 169Q: 3 clusters Score -1955843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1955835.125000 Penalty: 951.775024
	Iteration 170Q: 3 clusters Score -1955835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1955824.750000 Penalty: 951.775024
	Iteration 171Q: 3 clusters Score -1955825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1955823.250000 Penalty: 951.775024
	Iteration 172Q: 3 clusters Score -1955823 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1955824.125000 Penalty: 951.775024
	Iteration 173Q: 3 clusters Score -1955824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1955818.750000 Penalty: 951.775024
	Iteration 174Q: 3 clusters Score -1955819 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1955825.125000 Penalty: 951.775024
	Iteration 175Q: 3 clusters Score -1955825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1955810.500000 Penalty: 951.775024
	Iteration 176Q: 3 clusters Score -1955810 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1955817.875000 Penalty: 951.775024
	Iteration 177Q: 3 clusters Score -1955818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1955824.625000 Penalty: 951.775024
	Iteration 178Q: 3 clusters Score -1955825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1955823.625000 Penalty: 951.775024
	Iteration 179Q: 3 clusters Score -1955824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1955830.750000 Penalty: 951.775024
	Iteration 180F: 3 clusters Score -1955831 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1955832.250000 Penalty: 951.775024
	Iteration 181Q: 3 clusters Score -1955832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1955828.500000 Penalty: 951.775024
	Iteration 182Q: 3 clusters Score -1955828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1955802.000000 Penalty: 951.775024
	Iteration 183Q: 3 clusters Score -1955802 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1955817.875000 Penalty: 951.775024
	Iteration 184Q: 3 clusters Score -1955818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1955821.250000 Penalty: 951.775024
	Iteration 185Q: 3 clusters Score -1955821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1955823.375000 Penalty: 951.775024
	Iteration 186Q: 3 clusters Score -1955823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1955833.375000 Penalty: 951.775024
	Iteration 187Q: 3 clusters Score -1955833 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1955821.375000 Penalty: 951.775024
	Iteration 188Q: 3 clusters Score -1955821 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1955810.875000 Penalty: 951.775024
	Iteration 189Q: 3 clusters Score -1955811 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1955818.500000 Penalty: 951.775024
	Iteration 190Q: 3 clusters Score -1955818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1955825.000000 Penalty: 951.775024
	Iteration 191Q: 3 clusters Score -1955825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1955828.125000 Penalty: 951.775024
	Iteration 192Q: 3 clusters Score -1955828 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1955841.625000 Penalty: 951.775024
	Iteration 193Q: 3 clusters Score -1955842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1955848.125000 Penalty: 951.775024
	Iteration 194Q: 3 clusters Score -1955848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1955857.375000 Penalty: 951.775024
	Iteration 195Q: 3 clusters Score -1955857 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1955867.875000 Penalty: 951.775024
	Iteration 196Q: 3 clusters Score -1955868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1955872.750000 Penalty: 951.775024
	Iteration 197Q: 3 clusters Score -1955873 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1955863.375000 Penalty: 951.775024
	Iteration 198Q: 3 clusters Score -1955863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1955891.375000 Penalty: 951.775024
	Iteration 199Q: 3 clusters Score -1955891 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1955896.750000 Penalty: 951.775024
	Iteration 200F: 3 clusters Score -1955897 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1955904.375000 Penalty: 951.775024
	Iteration 201Q: 3 clusters Score -1955904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1955915.875000 Penalty: 951.775024
	Iteration 202Q: 3 clusters Score -1955916 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1955917.750000 Penalty: 951.775024
	Iteration 203Q: 3 clusters Score -1955918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1955943.750000 Penalty: 951.775024
	Iteration 204Q: 3 clusters Score -1955944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1955936.500000 Penalty: 951.775024
	Iteration 205Q: 3 clusters Score -1955936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1955956.875000 Penalty: 951.775024
	Iteration 206Q: 3 clusters Score -1955957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1955956.625000 Penalty: 951.775024
	Iteration 207Q: 3 clusters Score -1955957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1955965.375000 Penalty: 951.775024
	Iteration 208Q: 3 clusters Score -1955965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1955962.500000 Penalty: 951.775024
	Iteration 209Q: 3 clusters Score -1955962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1955972.500000 Penalty: 951.775024
	Iteration 210Q: 3 clusters Score -1955972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1955972.375000 Penalty: 951.775024
	Iteration 211Q: 3 clusters Score -1955972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1955991.125000 Penalty: 951.775024
	Iteration 212Q: 3 clusters Score -1955991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1955995.375000 Penalty: 951.775024
	Iteration 213Q: 3 clusters Score -1955995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1955974.500000 Penalty: 951.775024
	Iteration 214Q: 3 clusters Score -1955974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1956001.625000 Penalty: 951.775024
	Iteration 215Q: 3 clusters Score -1956002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1956009.250000 Penalty: 951.775024
	Iteration 216Q: 3 clusters Score -1956009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1955996.750000 Penalty: 951.775024
	Iteration 217Q: 3 clusters Score -1955997 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1956018.250000 Penalty: 951.775024
	Iteration 218Q: 3 clusters Score -1956018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1956007.250000 Penalty: 951.775024
	Iteration 219Q: 3 clusters Score -1956007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1956024.125000 Penalty: 951.775024
	Iteration 220F: 3 clusters Score -1956024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1956019.375000 Penalty: 951.775024
	Iteration 221Q: 3 clusters Score -1956019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1956008.000000 Penalty: 951.775024
	Iteration 222Q: 3 clusters Score -1956008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1956023.375000 Penalty: 951.775024
	Iteration 223Q: 3 clusters Score -1956023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1956026.750000 Penalty: 951.775024
	Iteration 224Q: 3 clusters Score -1956027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1956009.375000 Penalty: 951.775024
	Iteration 225Q: 3 clusters Score -1956009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1956016.125000 Penalty: 951.775024
	Iteration 226Q: 3 clusters Score -1956016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1956021.875000 Penalty: 951.775024
	Iteration 227Q: 3 clusters Score -1956022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1956025.750000 Penalty: 951.775024
	Iteration 228Q: 3 clusters Score -1956026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1956023.000000 Penalty: 951.775024
	Iteration 229Q: 3 clusters Score -1956023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1956029.250000 Penalty: 951.775024
	Iteration 230Q: 3 clusters Score -1956029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1956032.125000 Penalty: 951.775024
	Iteration 231Q: 3 clusters Score -1956032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1956030.750000 Penalty: 951.775024
	Iteration 232Q: 3 clusters Score -1956031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1956032.500000 Penalty: 951.775024
	Iteration 233Q: 3 clusters Score -1956032 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1956032.500000 Penalty: 951.775024
	Iteration 234F: 3 clusters Score -1956032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -294603.875000 Penalty: 391.185425
	Iteration 0F: 2 clusters Score -294603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -290964.687500 Penalty: 782.370850
	Iteration 0F: 3 clusters Score -290964.7 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -292493.062500 Penalty: 782.370850
	Iteration 1F: 3 clusters Score -292493.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -292764.000000 Penalty: 782.370850
	Iteration 2F: 3 clusters Score -292764 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -293136.062500 Penalty: 782.370850
	Iteration 3F: 3 clusters Score -293136.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -293601.375000 Penalty: 782.370850
	Iteration 4F: 3 clusters Score -293601.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -293962.625000 Penalty: 782.370850
	Iteration 5F: 3 clusters Score -293962.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -294092.000000 Penalty: 782.370850
	Iteration 6Q: 3 clusters Score -294092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -294143.718750 Penalty: 782.370850
	Iteration 7Q: 3 clusters Score -294143.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -294176.531250 Penalty: 782.370850
	Iteration 8Q: 3 clusters Score -294176.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -294205.937500 Penalty: 782.370850
	Iteration 9Q: 3 clusters Score -294205.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -294241.187500 Penalty: 782.370850
	Iteration 10Q: 3 clusters Score -294241.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -294269.031250 Penalty: 782.370850
	Iteration 11Q: 3 clusters Score -294269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -294290.656250 Penalty: 782.370850
	Iteration 12Q: 3 clusters Score -294290.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -294305.250000 Penalty: 782.370850
	Iteration 13Q: 3 clusters Score -294305.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -294314.625000 Penalty: 782.370850
	Iteration 14Q: 3 clusters Score -294314.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -294323.718750 Penalty: 782.370850
	Iteration 15Q: 3 clusters Score -294323.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -294329.093750 Penalty: 782.370850
	Iteration 16Q: 3 clusters Score -294329.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -294333.531250 Penalty: 782.370850
	Iteration 17Q: 3 clusters Score -294333.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -294336.750000 Penalty: 782.370850
	Iteration 18Q: 3 clusters Score -294336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -294339.718750 Penalty: 782.370850
	Iteration 19Q: 3 clusters Score -294339.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -294341.500000 Penalty: 782.370850
	Iteration 20F: 3 clusters Score -294341.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -294344.625000 Penalty: 782.370850
	Iteration 21Q: 3 clusters Score -294344.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -294346.812500 Penalty: 782.370850
	Iteration 22Q: 3 clusters Score -294346.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -294347.437500 Penalty: 782.370850
	Iteration 23Q: 3 clusters Score -294347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -294348.031250 Penalty: 782.370850
	Iteration 24Q: 3 clusters Score -294348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -294348.343750 Penalty: 782.370850
	Iteration 25Q: 3 clusters Score -294348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -294348.906250 Penalty: 782.370850
	Iteration 26Q: 3 clusters Score -294348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -294348.437500 Penalty: 782.370850
	Iteration 27Q: 3 clusters Score -294348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -294348.437500 Penalty: 782.370850
	Iteration 28F: 3 clusters Score -294348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -251987.953125 Penalty: 386.052460
	Iteration 0F: 2 clusters Score -251988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -248751.250000 Penalty: 772.104919
	Iteration 0F: 3 clusters Score -248751.2 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -249872.328125 Penalty: 772.104919
	Iteration 1F: 3 clusters Score -249872.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -249981.203125 Penalty: 772.104919
	Iteration 2F: 3 clusters Score -249981.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -250097.156250 Penalty: 772.104919
	Iteration 3F: 3 clusters Score -250097.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -250260.640625 Penalty: 772.104919
	Iteration 4F: 3 clusters Score -250260.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -250509.562500 Penalty: 772.104919
	Iteration 5F: 3 clusters Score -250509.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -250780.265625 Penalty: 772.104919
	Iteration 6F: 3 clusters Score -250780.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -251034.453125 Penalty: 772.104919
	Iteration 7F: 3 clusters Score -251034.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -251224.703125 Penalty: 772.104919
	Iteration 8Q: 3 clusters Score -251224.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -251320.312500 Penalty: 772.104919
	Iteration 9Q: 3 clusters Score -251320.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -251404.515625 Penalty: 772.104919
	Iteration 10Q: 3 clusters Score -251404.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -251470.546875 Penalty: 772.104919
	Iteration 11Q: 3 clusters Score -251470.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -251513.296875 Penalty: 772.104919
	Iteration 12Q: 3 clusters Score -251513.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -251546.890625 Penalty: 772.104919
	Iteration 13Q: 3 clusters Score -251546.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -251574.859375 Penalty: 772.104919
	Iteration 14Q: 3 clusters Score -251574.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -251593.812500 Penalty: 772.104919
	Iteration 15Q: 3 clusters Score -251593.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -251608.390625 Penalty: 772.104919
	Iteration 16Q: 3 clusters Score -251608.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -251618.906250 Penalty: 772.104919
	Iteration 17Q: 3 clusters Score -251618.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -251635.296875 Penalty: 772.104919
	Iteration 18Q: 3 clusters Score -251635.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -251652.046875 Penalty: 772.104919
	Iteration 19Q: 3 clusters Score -251652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -251661.453125 Penalty: 772.104919
	Iteration 20F: 3 clusters Score -251661.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -251676.218750 Penalty: 772.104919
	Iteration 21Q: 3 clusters Score -251676.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -251687.703125 Penalty: 772.104919
	Iteration 22Q: 3 clusters Score -251687.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -251692.921875 Penalty: 772.104919
	Iteration 23Q: 3 clusters Score -251692.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -251695.093750 Penalty: 772.104919
	Iteration 24Q: 3 clusters Score -251695.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -251697.171875 Penalty: 772.104919
	Iteration 25Q: 3 clusters Score -251697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -251698.437500 Penalty: 772.104919
	Iteration 26Q: 3 clusters Score -251698.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -251699.421875 Penalty: 772.104919
	Iteration 27Q: 3 clusters Score -251699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -251699.218750 Penalty: 772.104919
	Iteration 28Q: 3 clusters Score -251699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -251700.296875 Penalty: 772.104919
	Iteration 29Q: 3 clusters Score -251700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -251700.703125 Penalty: 772.104919
	Iteration 30Q: 3 clusters Score -251700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -251701.140625 Penalty: 772.104919
	Iteration 31Q: 3 clusters Score -251701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -251701.203125 Penalty: 772.104919
	Iteration 32Q: 3 clusters Score -251701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -251701.437500 Penalty: 772.104919
	Iteration 33Q: 3 clusters Score -251701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -251702.265625 Penalty: 772.104919
	Iteration 34Q: 3 clusters Score -251702.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -251702.265625 Penalty: 772.104919
	Iteration 35F: 3 clusters Score -251702.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (33805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Entering Unmasked Estep 
Score: -1892987.625000 Penalty: 474.490540
	Iteration 0F: 2 clusters Score -1892988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1870418.625000 Penalty: 948.981079
	Iteration 0F: 3 clusters Score -1870419 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1879951.125000 Penalty: 948.981079
	Iteration 1F: 3 clusters Score -1879951 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1880195.250000 Penalty: 948.981079
	Iteration 2Q: 3 clusters Score -1880195 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1880499.500000 Penalty: 948.981079
	Iteration 3Q: 3 clusters Score -1880500 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1881012.375000 Penalty: 948.981079
	Iteration 4Q: 3 clusters Score -1881012 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -1881975.875000 Penalty: 948.981079
	Iteration 5F: 3 clusters Score -1881976 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -1883596.125000 Penalty: 948.981079
	Iteration 6F: 3 clusters Score -1883596 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -1885838.000000 Penalty: 948.981079
	Iteration 7F: 3 clusters Score -1885838 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -1888241.750000 Penalty: 948.981079
	Iteration 8F: 3 clusters Score -1888242 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -1890219.750000 Penalty: 948.981079
	Iteration 9F: 3 clusters Score -1890220 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -1891447.625000 Penalty: 948.981079
	Iteration 10Q: 3 clusters Score -1891448 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -1892137.625000 Penalty: 948.981079
	Iteration 11Q: 3 clusters Score -1892138 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -1892420.500000 Penalty: 948.981079
	Iteration 12Q: 3 clusters Score -1892420 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -1892519.750000 Penalty: 948.981079
	Iteration 13Q: 3 clusters Score -1892520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -1892544.875000 Penalty: 948.981079
	Iteration 14Q: 3 clusters Score -1892545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -1892554.750000 Penalty: 948.981079
	Iteration 15Q: 3 clusters Score -1892555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -1892562.750000 Penalty: 948.981079
	Iteration 16Q: 3 clusters Score -1892563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -1892575.000000 Penalty: 948.981079
	Iteration 17Q: 3 clusters Score -1892575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -1892581.500000 Penalty: 948.981079
	Iteration 18Q: 3 clusters Score -1892582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -1892580.750000 Penalty: 948.981079
	Iteration 19Q: 3 clusters Score -1892581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -1892581.875000 Penalty: 948.981079
	Iteration 20F: 3 clusters Score -1892582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (19272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Entering Unmasked Estep 
Score: -1075738.750000 Penalty: 448.921570
	Iteration 0F: 2 clusters Score -1075739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1062883.000000 Penalty: 897.843140
	Iteration 0F: 3 clusters Score -1062883 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1068242.125000 Penalty: 897.843140
	Iteration 1F: 3 clusters Score -1068242 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1068642.125000 Penalty: 897.843140
	Iteration 2Q: 3 clusters Score -1068642 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1069253.125000 Penalty: 897.843140
	Iteration 3F: 3 clusters Score -1069253 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1070197.125000 Penalty: 897.843140
	Iteration 4F: 3 clusters Score -1070197 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1071335.625000 Penalty: 897.843140
	Iteration 5F: 3 clusters Score -1071336 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1072414.000000 Penalty: 897.843140
	Iteration 6F: 3 clusters Score -1072414 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1073175.375000 Penalty: 897.843140
	Iteration 7Q: 3 clusters Score -1073175 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -1073707.375000 Penalty: 897.843140
	Iteration 8Q: 3 clusters Score -1073707 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1074108.750000 Penalty: 897.843140
	Iteration 9Q: 3 clusters Score -1074109 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1074414.000000 Penalty: 897.843140
	Iteration 10Q: 3 clusters Score -1074414 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -1074658.000000 Penalty: 897.843140
	Iteration 11Q: 3 clusters Score -1074658 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -1074890.375000 Penalty: 897.843140
	Iteration 12Q: 3 clusters Score -1074890 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -1075066.125000 Penalty: 897.843140
	Iteration 13Q: 3 clusters Score -1075066 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1075191.375000 Penalty: 897.843140
	Iteration 14Q: 3 clusters Score -1075191 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -1075278.375000 Penalty: 897.843140
	Iteration 15Q: 3 clusters Score -1075278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1075320.500000 Penalty: 897.843140
	Iteration 16Q: 3 clusters Score -1075320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1075340.500000 Penalty: 897.843140
	Iteration 17Q: 3 clusters Score -1075340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1075353.625000 Penalty: 897.843140
	Iteration 18Q: 3 clusters Score -1075354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -1075367.125000 Penalty: 897.843140
	Iteration 19Q: 3 clusters Score -1075367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -1075377.125000 Penalty: 897.843140
	Iteration 20F: 3 clusters Score -1075377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1075389.375000 Penalty: 897.843140
	Iteration 21Q: 3 clusters Score -1075389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1075392.500000 Penalty: 897.843140
	Iteration 22Q: 3 clusters Score -1075392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1075393.250000 Penalty: 897.843140
	Iteration 23Q: 3 clusters Score -1075393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -1075393.250000 Penalty: 897.843140
	Iteration 24F: 3 clusters Score -1075393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -22221.769531 Penalty: 280.907257
	Iteration 0F: 2 clusters Score -22221.77 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 232 members 
Entering Unmasked Estep 
Score: -21745.779297 Penalty: 561.814514
	Iteration 0F: 3 clusters Score -21745.78 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21913.818359 Penalty: 561.814514
	Iteration 1F: 3 clusters Score -21913.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21960.546875 Penalty: 561.814514
	Iteration 2F: 3 clusters Score -21960.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21985.242188 Penalty: 561.814514
	Iteration 3F: 3 clusters Score -21985.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21995.328125 Penalty: 561.814514
	Iteration 4Q: 3 clusters Score -21995.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22003.183594 Penalty: 561.814514
	Iteration 5Q: 3 clusters Score -22003.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22006.125000 Penalty: 561.814514
	Iteration 6Q: 3 clusters Score -22006.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22007.744141 Penalty: 561.814514
	Iteration 7Q: 3 clusters Score -22007.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22009.183594 Penalty: 561.814514
	Iteration 8Q: 3 clusters Score -22009.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22009.183594 Penalty: 561.814514
	Iteration 9F: 3 clusters Score -22009.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (11289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Entering Unmasked Estep 
Score: -636610.250000 Penalty: 424.587067
	Iteration 0F: 2 clusters Score -636610.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -629008.937500 Penalty: 849.174133
	Iteration 0F: 3 clusters Score -629008.9 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -631896.437500 Penalty: 849.174133
	Iteration 1F: 3 clusters Score -631896.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -632018.187500 Penalty: 849.174133
	Iteration 2Q: 3 clusters Score -632018.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -632164.312500 Penalty: 849.174133
	Iteration 3Q: 3 clusters Score -632164.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -632334.750000 Penalty: 849.174133
	Iteration 4Q: 3 clusters Score -632334.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -632573.062500 Penalty: 849.174133
	Iteration 5Q: 3 clusters Score -632573.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -633006.937500 Penalty: 849.174133
	Iteration 6F: 3 clusters Score -633006.9 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -633734.500000 Penalty: 849.174133
	Iteration 7F: 3 clusters Score -633734.5 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -634743.625000 Penalty: 849.174133
	Iteration 8F: 3 clusters Score -634743.6 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -635606.750000 Penalty: 849.174133
	Iteration 9F: 3 clusters Score -635606.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -636020.000000 Penalty: 849.174133
	Iteration 10Q: 3 clusters Score -636020 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -636155.687500 Penalty: 849.174133
	Iteration 11Q: 3 clusters Score -636155.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -636202.875000 Penalty: 849.174133
	Iteration 12Q: 3 clusters Score -636202.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -636226.812500 Penalty: 849.174133
	Iteration 13Q: 3 clusters Score -636226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -636238.375000 Penalty: 849.174133
	Iteration 14Q: 3 clusters Score -636238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -636243.687500 Penalty: 849.174133
	Iteration 15Q: 3 clusters Score -636243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -636246.625000 Penalty: 849.174133
	Iteration 16Q: 3 clusters Score -636246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -636247.250000 Penalty: 849.174133
	Iteration 17Q: 3 clusters Score -636247.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -636247.250000 Penalty: 849.174133
	Iteration 18F: 3 clusters Score -636247.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (88767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Entering Unmasked Estep 
Score: -4903098.000000 Penalty: 518.416565
	Iteration 0F: 2 clusters Score -4903098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -4844185.000000 Penalty: 1036.833130
	Iteration 0F: 3 clusters Score -4844185 nChanged 43157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -4869622.000000 Penalty: 1036.833130
	Iteration 1F: 3 clusters Score -4869622 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -4870385.500000 Penalty: 1036.833130
	Iteration 2Q: 3 clusters Score -4870386 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -4871459.000000 Penalty: 1036.833130
	Iteration 3Q: 3 clusters Score -4871459 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -4873229.500000 Penalty: 1036.833130
	Iteration 4Q: 3 clusters Score -4873230 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -4876208.500000 Penalty: 1036.833130
	Iteration 5F: 3 clusters Score -4876208 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -4880563.000000 Penalty: 1036.833130
	Iteration 6F: 3 clusters Score -4880563 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -4884980.000000 Penalty: 1036.833130
	Iteration 7F: 3 clusters Score -4884980 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -4887356.500000 Penalty: 1036.833130
	Iteration 8F: 3 clusters Score -4887356 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4888137.000000 Penalty: 1036.833130
	Iteration 9Q: 3 clusters Score -4888137 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4888515.500000 Penalty: 1036.833130
	Iteration 10Q: 3 clusters Score -4888516 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4888853.500000 Penalty: 1036.833130
	Iteration 11Q: 3 clusters Score -4888854 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -4889194.000000 Penalty: 1036.833130
	Iteration 12Q: 3 clusters Score -4889194 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -4889641.500000 Penalty: 1036.833130
	Iteration 13Q: 3 clusters Score -4889642 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -4890161.500000 Penalty: 1036.833130
	Iteration 14Q: 3 clusters Score -4890162 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -4890737.500000 Penalty: 1036.833130
	Iteration 15Q: 3 clusters Score -4890738 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -4891386.500000 Penalty: 1036.833130
	Iteration 16Q: 3 clusters Score -4891386 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -4892138.000000 Penalty: 1036.833130
	Iteration 17Q: 3 clusters Score -4892138 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65327 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -4893086.500000 Penalty: 1036.833130
	Iteration 18Q: 3 clusters Score -4893086 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -4894167.000000 Penalty: 1036.833130
	Iteration 19Q: 3 clusters Score -4894167 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67105 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -4895376.500000 Penalty: 1036.833130
	Iteration 20F: 3 clusters Score -4895376 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -4896561.000000 Penalty: 1036.833130
	Iteration 21Q: 3 clusters Score -4896561 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4897688.000000 Penalty: 1036.833130
	Iteration 22Q: 3 clusters Score -4897688 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67948 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4898777.000000 Penalty: 1036.833130
	Iteration 23Q: 3 clusters Score -4898777 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4899849.000000 Penalty: 1036.833130
	Iteration 24Q: 3 clusters Score -4899849 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -4900882.500000 Penalty: 1036.833130
	Iteration 25Q: 3 clusters Score -4900882 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -4901727.500000 Penalty: 1036.833130
	Iteration 26Q: 3 clusters Score -4901728 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -4902183.000000 Penalty: 1036.833130
	Iteration 27Q: 3 clusters Score -4902183 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66506 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -4902409.000000 Penalty: 1036.833130
	Iteration 28Q: 3 clusters Score -4902409 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4902528.500000 Penalty: 1036.833130
	Iteration 29Q: 3 clusters Score -4902528 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -4902570.000000 Penalty: 1036.833130
	Iteration 30Q: 3 clusters Score -4902570 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66435 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4902594.500000 Penalty: 1036.833130
	Iteration 31Q: 3 clusters Score -4902594 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4902604.500000 Penalty: 1036.833130
	Iteration 32Q: 3 clusters Score -4902604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4902609.000000 Penalty: 1036.833130
	Iteration 33Q: 3 clusters Score -4902609 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -4902614.000000 Penalty: 1036.833130
	Iteration 34Q: 3 clusters Score -4902614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66405 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -4902618.000000 Penalty: 1036.833130
	Iteration 35Q: 3 clusters Score -4902618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66418 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -4902616.000000 Penalty: 1036.833130
	Iteration 36Q: 3 clusters Score -4902616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -4902618.000000 Penalty: 1036.833130
	Iteration 37Q: 3 clusters Score -4902618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -4902620.500000 Penalty: 1036.833130
	Iteration 38Q: 3 clusters Score -4902620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -4902622.000000 Penalty: 1036.833130
	Iteration 39Q: 3 clusters Score -4902622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -4902739.500000 Penalty: 1036.833130
	Iteration 40F: 3 clusters Score -4902740 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -4902749.500000 Penalty: 1036.833130
	Iteration 41Q: 3 clusters Score -4902750 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66278 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -4902751.500000 Penalty: 1036.833130
	Iteration 42Q: 3 clusters Score -4902752 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -4902746.000000 Penalty: 1036.833130
	Iteration 43Q: 3 clusters Score -4902746 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -4902761.500000 Penalty: 1036.833130
	Iteration 44Q: 3 clusters Score -4902762 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66055 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4902766.000000 Penalty: 1036.833130
	Iteration 45Q: 3 clusters Score -4902766 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -4902753.000000 Penalty: 1036.833130
	Iteration 46Q: 3 clusters Score -4902753 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -4902766.500000 Penalty: 1036.833130
	Iteration 47Q: 3 clusters Score -4902766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -4902755.500000 Penalty: 1036.833130
	Iteration 48Q: 3 clusters Score -4902756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -4902774.500000 Penalty: 1036.833130
	Iteration 49Q: 3 clusters Score -4902774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4902769.000000 Penalty: 1036.833130
	Iteration 50Q: 3 clusters Score -4902769 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4902762.000000 Penalty: 1036.833130
	Iteration 51Q: 3 clusters Score -4902762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4902761.000000 Penalty: 1036.833130
	Iteration 52Q: 3 clusters Score -4902761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4902754.000000 Penalty: 1036.833130
	Iteration 53Q: 3 clusters Score -4902754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -4902762.500000 Penalty: 1036.833130
	Iteration 54Q: 3 clusters Score -4902762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65515 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4902747.500000 Penalty: 1036.833130
	Iteration 55Q: 3 clusters Score -4902748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4902744.000000 Penalty: 1036.833130
	Iteration 56Q: 3 clusters Score -4902744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4902752.000000 Penalty: 1036.833130
	Iteration 57Q: 3 clusters Score -4902752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4902761.500000 Penalty: 1036.833130
	Iteration 58Q: 3 clusters Score -4902762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -4902771.500000 Penalty: 1036.833130
	Iteration 59Q: 3 clusters Score -4902772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -4902766.500000 Penalty: 1036.833130
	Iteration 60F: 3 clusters Score -4902766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -4902764.500000 Penalty: 1036.833130
	Iteration 61Q: 3 clusters Score -4902764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -4902763.000000 Penalty: 1036.833130
	Iteration 62Q: 3 clusters Score -4902763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -4902762.000000 Penalty: 1036.833130
	Iteration 63Q: 3 clusters Score -4902762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -4902761.000000 Penalty: 1036.833130
	Iteration 64Q: 3 clusters Score -4902761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -4902769.500000 Penalty: 1036.833130
	Iteration 65Q: 3 clusters Score -4902770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4902761.000000 Penalty: 1036.833130
	Iteration 66Q: 3 clusters Score -4902761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -4902774.000000 Penalty: 1036.833130
	Iteration 67Q: 3 clusters Score -4902774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4902761.000000 Penalty: 1036.833130
	Iteration 68Q: 3 clusters Score -4902761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -4902756.000000 Penalty: 1036.833130
	Iteration 69Q: 3 clusters Score -4902756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4902761.000000 Penalty: 1036.833130
	Iteration 70Q: 3 clusters Score -4902761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -4902755.000000 Penalty: 1036.833130
	Iteration 71Q: 3 clusters Score -4902755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4902761.500000 Penalty: 1036.833130
	Iteration 72Q: 3 clusters Score -4902762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -4902762.000000 Penalty: 1036.833130
	Iteration 73Q: 3 clusters Score -4902762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -4902761.000000 Penalty: 1036.833130
	Iteration 74Q: 3 clusters Score -4902761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -4902761.000000 Penalty: 1036.833130
	Iteration 75F: 3 clusters Score -4902761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 85885 members 
Mstep: Class 3 contains 7050 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 37262 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 119480 members 
Mstep: Class 8 contains 76157 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 43487 members 
Mstep: Class 11 contains 7345 members 
Mstep: Class 12 contains 60199 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 19 contains 70170 members 
Mstep: Class 20 contains 83050 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 22 contains 90016 members 
Mstep: Class 23 contains 71912 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 2797 members 
Mstep: Class 26 contains 15121 members 
Mstep: Class 27 contains 161629 members 
Mstep: Class 28 contains 6916 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42491 members 
Mstep: Class 31 contains 40243 members 
Mstep: Class 32 contains 36369 members 
Mstep: Class 33 contains 92227 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 140956 members 
Mstep: Class 37 contains 19024 members 
Mstep: Class 38 contains 62776 members 
Mstep: Class 39 contains 67553 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17218 members 
Mstep: Class 42 contains 5508 members 
Mstep: Class 43 contains 35109 members 
Mstep: Class 44 contains 34859 members 
Mstep: Class 45 contains 5418 members 
Mstep: Class 46 contains 4840 members 
Mstep: Class 47 contains 33805 members 
Mstep: Class 48 contains 19272 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 11289 members 
Mstep: Class 51 contains 88767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458224.000000 Penalty: 32677.640625
Iteration 359Q: 51 clusters Score -8.745822e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 85882 members 
Mstep: Class 3 contains 6965 members 
Mstep: Class 4 contains 1185 members 
Mstep: Class 5 contains 37282 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 119604 members 
Mstep: Class 8 contains 76168 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 43424 members 
Mstep: Class 11 contains 7328 members 
Mstep: Class 12 contains 60226 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 19 contains 70154 members 
Mstep: Class 20 contains 82559 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 90110 members 
Mstep: Class 23 contains 71891 members 
Mstep: Class 24 contains 8737 members 
Mstep: Class 25 contains 2792 members 
Mstep: Class 26 contains 15125 members 
Mstep: Class 27 contains 161636 members 
Mstep: Class 28 contains 7004 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42497 members 
Mstep: Class 31 contains 40243 members 
Mstep: Class 32 contains 35769 members 
Mstep: Class 33 contains 92189 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2092 members 
Mstep: Class 36 contains 140966 members 
Mstep: Class 37 contains 19023 members 
Mstep: Class 38 contains 63354 members 
Mstep: Class 39 contains 67628 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17224 members 
Mstep: Class 42 contains 5508 members 
Mstep: Class 43 contains 35131 members 
Mstep: Class 44 contains 34888 members 
Mstep: Class 45 contains 5414 members 
Mstep: Class 46 contains 4840 members 
Mstep: Class 47 contains 34180 members 
Mstep: Class 48 contains 19291 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 11197 members 
Mstep: Class 51 contains 88702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458224.000000 Penalty: 32677.640625
Iteration 360F: 51 clusters Score -8.745822e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 85876 members 
Mstep: Class 3 contains 6923 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 37304 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 119697 members 
Mstep: Class 8 contains 76165 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 43370 members 
Mstep: Class 11 contains 7308 members 
Mstep: Class 12 contains 60251 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1699 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 19 contains 70123 members 
Mstep: Class 20 contains 81993 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 90208 members 
Mstep: Class 23 contains 71878 members 
Mstep: Class 24 contains 8735 members 
Mstep: Class 25 contains 2788 members 
Mstep: Class 26 contains 15134 members 
Mstep: Class 27 contains 161633 members 
Mstep: Class 28 contains 7108 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42490 members 
Mstep: Class 31 contains 40246 members 
Mstep: Class 32 contains 35234 members 
Mstep: Class 33 contains 92164 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2093 members 
Mstep: Class 36 contains 140960 members 
Mstep: Class 37 contains 19021 members 
Mstep: Class 38 contains 63985 members 
Mstep: Class 39 contains 67655 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17220 members 
Mstep: Class 42 contains 5510 members 
Mstep: Class 43 contains 35122 members 
Mstep: Class 44 contains 34888 members 
Mstep: Class 45 contains 5406 members 
Mstep: Class 46 contains 4841 members 
Mstep: Class 47 contains 34597 members 
Mstep: Class 48 contains 19314 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 11112 members 
Mstep: Class 51 contains 88673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458296.000000 Penalty: 32677.640625
Iteration 361Q: 51 clusters Score -8.74583e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 85873 members 
Mstep: Class 3 contains 6771 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 37319 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 119796 members 
Mstep: Class 8 contains 76173 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 43319 members 
Mstep: Class 11 contains 7292 members 
Mstep: Class 12 contains 60287 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1698 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 19 contains 70084 members 
Mstep: Class 20 contains 81541 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 90314 members 
Mstep: Class 23 contains 71855 members 
Mstep: Class 24 contains 8732 members 
Mstep: Class 25 contains 2780 members 
Mstep: Class 26 contains 15137 members 
Mstep: Class 27 contains 161644 members 
Mstep: Class 28 contains 7222 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42475 members 
Mstep: Class 31 contains 40249 members 
Mstep: Class 32 contains 34539 members 
Mstep: Class 33 contains 92137 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 140979 members 
Mstep: Class 37 contains 19020 members 
Mstep: Class 38 contains 64597 members 
Mstep: Class 39 contains 67760 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17209 members 
Mstep: Class 42 contains 5517 members 
Mstep: Class 43 contains 35102 members 
Mstep: Class 44 contains 34878 members 
Mstep: Class 45 contains 5402 members 
Mstep: Class 46 contains 4842 members 
Mstep: Class 47 contains 35025 members 
Mstep: Class 48 contains 19336 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 11023 members 
Mstep: Class 51 contains 88703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458504.000000 Penalty: 32677.640625
Iteration 362Q: 51 clusters Score -8.74585e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 85868 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 37332 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 119895 members 
Mstep: Class 8 contains 76175 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 43269 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 60319 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1698 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 19 contains 70017 members 
Mstep: Class 20 contains 81000 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 90423 members 
Mstep: Class 23 contains 71835 members 
Mstep: Class 24 contains 8728 members 
Mstep: Class 25 contains 2777 members 
Mstep: Class 26 contains 15144 members 
Mstep: Class 27 contains 161653 members 
Mstep: Class 28 contains 7364 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42463 members 
Mstep: Class 31 contains 40251 members 
Mstep: Class 32 contains 33918 members 
Mstep: Class 33 contains 92110 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 140981 members 
Mstep: Class 37 contains 19019 members 
Mstep: Class 38 contains 65209 members 
Mstep: Class 39 contains 67789 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17205 members 
Mstep: Class 42 contains 5524 members 
Mstep: Class 43 contains 35070 members 
Mstep: Class 44 contains 34896 members 
Mstep: Class 45 contains 5397 members 
Mstep: Class 46 contains 4844 members 
Mstep: Class 47 contains 35507 members 
Mstep: Class 48 contains 19343 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10958 members 
Mstep: Class 51 contains 88660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458552.000000 Penalty: 32677.640625
Iteration 363Q: 51 clusters Score -8.745855e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 85853 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 1189 members 
Mstep: Class 5 contains 37345 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 119927 members 
Mstep: Class 8 contains 76210 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 43237 members 
Mstep: Class 11 contains 7241 members 
Mstep: Class 12 contains 60346 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 1696 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 19 contains 69949 members 
Mstep: Class 20 contains 80411 members 
Mstep: Class 21 contains 1709 members 
Mstep: Class 22 contains 90528 members 
Mstep: Class 23 contains 71818 members 
Mstep: Class 24 contains 8726 members 
Mstep: Class 25 contains 2782 members 
Mstep: Class 26 contains 15145 members 
Mstep: Class 27 contains 161656 members 
Mstep: Class 28 contains 7489 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42440 members 
Mstep: Class 31 contains 40249 members 
Mstep: Class 32 contains 33313 members 
Mstep: Class 33 contains 92078 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 140990 members 
Mstep: Class 37 contains 19014 members 
Mstep: Class 38 contains 65811 members 
Mstep: Class 39 contains 67809 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17207 members 
Mstep: Class 42 contains 5530 members 
Mstep: Class 43 contains 34987 members 
Mstep: Class 44 contains 34888 members 
Mstep: Class 45 contains 5399 members 
Mstep: Class 46 contains 4847 members 
Mstep: Class 47 contains 36163 members 
Mstep: Class 48 contains 19344 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10892 members 
Mstep: Class 51 contains 88754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458800.000000 Penalty: 32677.640625
Iteration 364Q: 51 clusters Score -8.74588e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 85839 members 
Mstep: Class 3 contains 6356 members 
Mstep: Class 4 contains 1191 members 
Mstep: Class 5 contains 37366 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 119982 members 
Mstep: Class 8 contains 76226 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 43230 members 
Mstep: Class 11 contains 7216 members 
Mstep: Class 12 contains 60382 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1697 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 19 contains 69856 members 
Mstep: Class 20 contains 79817 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 90615 members 
Mstep: Class 23 contains 71820 members 
Mstep: Class 24 contains 8723 members 
Mstep: Class 25 contains 2784 members 
Mstep: Class 26 contains 15144 members 
Mstep: Class 27 contains 161678 members 
Mstep: Class 28 contains 7597 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 42415 members 
Mstep: Class 31 contains 40249 members 
Mstep: Class 32 contains 32734 members 
Mstep: Class 33 contains 92043 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 141018 members 
Mstep: Class 37 contains 19014 members 
Mstep: Class 38 contains 66398 members 
Mstep: Class 39 contains 67899 members 
Mstep: Class 40 contains 115 members 
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Mstep: Class 42 contains 5534 members 
Mstep: Class 43 contains 34988 members 
Mstep: Class 44 contains 34746 members 
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Mstep: Class 46 contains 4849 members 
Mstep: Class 47 contains 36693 members 
Mstep: Class 48 contains 19358 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10810 members 
Mstep: Class 51 contains 88921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458896.000000 Penalty: 32677.640625
Iteration 365Q: 51 clusters Score -8.74589e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 85822 members 
Mstep: Class 3 contains 6254 members 
Mstep: Class 4 contains 1189 members 
Mstep: Class 5 contains 37386 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 120042 members 
Mstep: Class 8 contains 76248 members 
Mstep: Class 9 contains 2573 members 
Mstep: Class 10 contains 43224 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 60410 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1696 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 19 contains 69768 members 
Mstep: Class 20 contains 79183 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 90673 members 
Mstep: Class 23 contains 71800 members 
Mstep: Class 24 contains 8722 members 
Mstep: Class 25 contains 2782 members 
Mstep: Class 26 contains 15146 members 
Mstep: Class 27 contains 161694 members 
Mstep: Class 28 contains 7734 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 42402 members 
Mstep: Class 31 contains 40246 members 
Mstep: Class 32 contains 32212 members 
Mstep: Class 33 contains 92020 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 141020 members 
Mstep: Class 37 contains 19013 members 
Mstep: Class 38 contains 66981 members 
Mstep: Class 39 contains 67919 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17206 members 
Mstep: Class 42 contains 5536 members 
Mstep: Class 43 contains 34990 members 
Mstep: Class 44 contains 34640 members 
Mstep: Class 45 contains 5401 members 
Mstep: Class 46 contains 4852 members 
Mstep: Class 47 contains 37223 members 
Mstep: Class 48 contains 19380 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10744 members 
Mstep: Class 51 contains 89057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458624.000000 Penalty: 32677.640625
Iteration 366Q: 51 clusters Score -8.745862e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 85807 members 
Mstep: Class 3 contains 6114 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 37406 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 120194 members 
Mstep: Class 8 contains 76254 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 43243 members 
Mstep: Class 11 contains 7162 members 
Mstep: Class 12 contains 60429 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1699 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 19 contains 69679 members 
Mstep: Class 20 contains 78526 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 90726 members 
Mstep: Class 23 contains 71768 members 
Mstep: Class 24 contains 8722 members 
Mstep: Class 25 contains 2779 members 
Mstep: Class 26 contains 15148 members 
Mstep: Class 27 contains 161711 members 
Mstep: Class 28 contains 7882 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 42386 members 
Mstep: Class 31 contains 40244 members 
Mstep: Class 32 contains 31694 members 
Mstep: Class 33 contains 92004 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 141020 members 
Mstep: Class 37 contains 19014 members 
Mstep: Class 38 contains 67538 members 
Mstep: Class 39 contains 67906 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17206 members 
Mstep: Class 42 contains 5536 members 
Mstep: Class 43 contains 35108 members 
Mstep: Class 44 contains 34676 members 
Mstep: Class 45 contains 5396 members 
Mstep: Class 46 contains 4854 members 
Mstep: Class 47 contains 37756 members 
Mstep: Class 48 contains 19381 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10684 members 
Mstep: Class 51 contains 88981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458880.000000 Penalty: 32677.640625
Iteration 367Q: 51 clusters Score -8.745888e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 85776 members 
Mstep: Class 3 contains 6057 members 
Mstep: Class 4 contains 1186 members 
Mstep: Class 5 contains 37439 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 7 contains 120340 members 
Mstep: Class 8 contains 76259 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 43249 members 
Mstep: Class 11 contains 7137 members 
Mstep: Class 12 contains 60449 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1696 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1604 members 
Mstep: Class 19 contains 69608 members 
Mstep: Class 20 contains 77857 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 90768 members 
Mstep: Class 23 contains 71746 members 
Mstep: Class 24 contains 8722 members 
Mstep: Class 25 contains 2774 members 
Mstep: Class 26 contains 15149 members 
Mstep: Class 27 contains 161729 members 
Mstep: Class 28 contains 8040 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 42376 members 
Mstep: Class 31 contains 40241 members 
Mstep: Class 32 contains 31167 members 
Mstep: Class 33 contains 91993 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 141013 members 
Mstep: Class 37 contains 19015 members 
Mstep: Class 38 contains 68154 members 
Mstep: Class 39 contains 67817 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17206 members 
Mstep: Class 42 contains 5537 members 
Mstep: Class 43 contains 35244 members 
Mstep: Class 44 contains 34584 members 
Mstep: Class 45 contains 5389 members 
Mstep: Class 46 contains 4855 members 
Mstep: Class 47 contains 38276 members 
Mstep: Class 48 contains 19371 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10639 members 
Mstep: Class 51 contains 88977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458848.000000 Penalty: 32677.640625
Iteration 368Q: 51 clusters Score -8.745885e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 85760 members 
Mstep: Class 3 contains 5958 members 
Mstep: Class 4 contains 1189 members 
Mstep: Class 5 contains 37483 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 120437 members 
Mstep: Class 8 contains 76257 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 43248 members 
Mstep: Class 11 contains 7120 members 
Mstep: Class 12 contains 60470 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 1697 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1605 members 
Mstep: Class 19 contains 69536 members 
Mstep: Class 20 contains 77177 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 90823 members 
Mstep: Class 23 contains 71731 members 
Mstep: Class 24 contains 8722 members 
Mstep: Class 25 contains 2768 members 
Mstep: Class 26 contains 15151 members 
Mstep: Class 27 contains 161755 members 
Mstep: Class 28 contains 8200 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 42362 members 
Mstep: Class 31 contains 40237 members 
Mstep: Class 32 contains 30687 members 
Mstep: Class 33 contains 91987 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 141013 members 
Mstep: Class 37 contains 19014 members 
Mstep: Class 38 contains 68702 members 
Mstep: Class 39 contains 67714 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17209 members 
Mstep: Class 42 contains 5537 members 
Mstep: Class 43 contains 35401 members 
Mstep: Class 44 contains 34498 members 
Mstep: Class 45 contains 5385 members 
Mstep: Class 46 contains 4858 members 
Mstep: Class 47 contains 38800 members 
Mstep: Class 48 contains 19352 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10578 members 
Mstep: Class 51 contains 89022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458824.000000 Penalty: 32677.640625
Iteration 369Q: 51 clusters Score -8.745882e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 85754 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 1191 members 
Mstep: Class 5 contains 37503 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 120572 members 
Mstep: Class 8 contains 76251 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 43232 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 60488 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 1697 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1607 members 
Mstep: Class 19 contains 69465 members 
Mstep: Class 20 contains 76427 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 90881 members 
Mstep: Class 23 contains 71720 members 
Mstep: Class 24 contains 8722 members 
Mstep: Class 25 contains 2763 members 
Mstep: Class 26 contains 15151 members 
Mstep: Class 27 contains 161768 members 
Mstep: Class 28 contains 8365 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 42344 members 
Mstep: Class 31 contains 40235 members 
Mstep: Class 32 contains 30155 members 
Mstep: Class 33 contains 91976 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 141001 members 
Mstep: Class 37 contains 19011 members 
Mstep: Class 38 contains 69335 members 
Mstep: Class 39 contains 67560 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17212 members 
Mstep: Class 42 contains 5537 members 
Mstep: Class 43 contains 35635 members 
Mstep: Class 44 contains 34465 members 
Mstep: Class 45 contains 5381 members 
Mstep: Class 46 contains 4861 members 
Mstep: Class 47 contains 39300 members 
Mstep: Class 48 contains 19371 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10514 members 
Mstep: Class 51 contains 89051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458832.000000 Penalty: 32677.640625
Iteration 370Q: 51 clusters Score -8.745883e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 85745 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 1192 members 
Mstep: Class 5 contains 37534 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 120720 members 
Mstep: Class 8 contains 76246 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 43203 members 
Mstep: Class 11 contains 7082 members 
Mstep: Class 12 contains 60502 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1690 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 19 contains 69404 members 
Mstep: Class 20 contains 75734 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 90946 members 
Mstep: Class 23 contains 71700 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2762 members 
Mstep: Class 26 contains 15152 members 
Mstep: Class 27 contains 161764 members 
Mstep: Class 28 contains 8556 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 42315 members 
Mstep: Class 31 contains 40232 members 
Mstep: Class 32 contains 29619 members 
Mstep: Class 33 contains 91984 members 
Mstep: Class 34 contains 504 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140985 members 
Mstep: Class 37 contains 19010 members 
Mstep: Class 38 contains 69958 members 
Mstep: Class 39 contains 67317 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17212 members 
Mstep: Class 42 contains 5536 members 
Mstep: Class 43 contains 35828 members 
Mstep: Class 44 contains 34358 members 
Mstep: Class 45 contains 5377 members 
Mstep: Class 46 contains 4865 members 
Mstep: Class 47 contains 39821 members 
Mstep: Class 48 contains 19367 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10476 members 
Mstep: Class 51 contains 89090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458640.000000 Penalty: 32677.640625
Iteration 371Q: 51 clusters Score -8.745864e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 85729 members 
Mstep: Class 3 contains 5724 members 
Mstep: Class 4 contains 1197 members 
Mstep: Class 5 contains 37569 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 120825 members 
Mstep: Class 8 contains 76239 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 43190 members 
Mstep: Class 11 contains 7061 members 
Mstep: Class 12 contains 60506 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1689 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 19 contains 69341 members 
Mstep: Class 20 contains 74967 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 91017 members 
Mstep: Class 23 contains 71686 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2761 members 
Mstep: Class 26 contains 15153 members 
Mstep: Class 27 contains 161769 members 
Mstep: Class 28 contains 8756 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42292 members 
Mstep: Class 31 contains 40231 members 
Mstep: Class 32 contains 29103 members 
Mstep: Class 33 contains 91983 members 
Mstep: Class 34 contains 503 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140972 members 
Mstep: Class 37 contains 19007 members 
Mstep: Class 38 contains 70637 members 
Mstep: Class 39 contains 67134 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17208 members 
Mstep: Class 42 contains 5539 members 
Mstep: Class 43 contains 36014 members 
Mstep: Class 44 contains 34421 members 
Mstep: Class 45 contains 5378 members 
Mstep: Class 46 contains 4868 members 
Mstep: Class 47 contains 40318 members 
Mstep: Class 48 contains 19367 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10424 members 
Mstep: Class 51 contains 89051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458664.000000 Penalty: 32677.640625
Iteration 372Q: 51 clusters Score -8.745866e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 85729 members 
Mstep: Class 3 contains 5647 members 
Mstep: Class 4 contains 1204 members 
Mstep: Class 5 contains 37601 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 120925 members 
Mstep: Class 8 contains 76242 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 43165 members 
Mstep: Class 11 contains 7046 members 
Mstep: Class 12 contains 60509 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1687 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 19 contains 69271 members 
Mstep: Class 20 contains 74162 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 91105 members 
Mstep: Class 23 contains 71687 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2759 members 
Mstep: Class 26 contains 15151 members 
Mstep: Class 27 contains 161776 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42285 members 
Mstep: Class 31 contains 40227 members 
Mstep: Class 32 contains 28621 members 
Mstep: Class 33 contains 91982 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140950 members 
Mstep: Class 37 contains 19004 members 
Mstep: Class 38 contains 71305 members 
Mstep: Class 39 contains 67016 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17204 members 
Mstep: Class 42 contains 5543 members 
Mstep: Class 43 contains 36277 members 
Mstep: Class 44 contains 34367 members 
Mstep: Class 45 contains 5375 members 
Mstep: Class 46 contains 4873 members 
Mstep: Class 47 contains 40683 members 
Mstep: Class 48 contains 19376 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10353 members 
Mstep: Class 51 contains 89066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458856.000000 Penalty: 32677.640625
Iteration 373Q: 51 clusters Score -8.745886e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 85745 members 
Mstep: Class 3 contains 5546 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 37644 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 121040 members 
Mstep: Class 8 contains 76261 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 43141 members 
Mstep: Class 11 contains 7024 members 
Mstep: Class 12 contains 60514 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1685 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 19 contains 69196 members 
Mstep: Class 20 contains 73330 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 91200 members 
Mstep: Class 23 contains 71657 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2755 members 
Mstep: Class 26 contains 15150 members 
Mstep: Class 27 contains 161779 members 
Mstep: Class 28 contains 9184 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42266 members 
Mstep: Class 31 contains 40218 members 
Mstep: Class 32 contains 28185 members 
Mstep: Class 33 contains 91975 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140941 members 
Mstep: Class 37 contains 19001 members 
Mstep: Class 38 contains 72008 members 
Mstep: Class 39 contains 66899 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17201 members 
Mstep: Class 42 contains 5546 members 
Mstep: Class 43 contains 36501 members 
Mstep: Class 44 contains 34290 members 
Mstep: Class 45 contains 5371 members 
Mstep: Class 46 contains 4881 members 
Mstep: Class 47 contains 41040 members 
Mstep: Class 48 contains 19390 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10250 members 
Mstep: Class 51 contains 89135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459264.000000 Penalty: 32677.640625
Iteration 374Q: 51 clusters Score -8.745926e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 85753 members 
Mstep: Class 3 contains 5464 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 37676 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 121132 members 
Mstep: Class 8 contains 76270 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 43118 members 
Mstep: Class 11 contains 7008 members 
Mstep: Class 12 contains 60499 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1685 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 19 contains 69105 members 
Mstep: Class 20 contains 72479 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 91327 members 
Mstep: Class 23 contains 71621 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2756 members 
Mstep: Class 26 contains 15149 members 
Mstep: Class 27 contains 161779 members 
Mstep: Class 28 contains 9403 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42257 members 
Mstep: Class 31 contains 40211 members 
Mstep: Class 32 contains 27801 members 
Mstep: Class 33 contains 91972 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140924 members 
Mstep: Class 37 contains 18998 members 
Mstep: Class 38 contains 72668 members 
Mstep: Class 39 contains 66787 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17201 members 
Mstep: Class 42 contains 5549 members 
Mstep: Class 43 contains 36781 members 
Mstep: Class 44 contains 34278 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 4889 members 
Mstep: Class 47 contains 41379 members 
Mstep: Class 48 contains 19376 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10154 members 
Mstep: Class 51 contains 89147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458888.000000 Penalty: 32677.640625
Iteration 375Q: 51 clusters Score -8.745889e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 85748 members 
Mstep: Class 3 contains 5112 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 37710 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 121247 members 
Mstep: Class 8 contains 76272 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 43097 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 60484 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1686 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 19 contains 69035 members 
Mstep: Class 20 contains 71695 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 91441 members 
Mstep: Class 23 contains 71585 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2755 members 
Mstep: Class 26 contains 15150 members 
Mstep: Class 27 contains 161797 members 
Mstep: Class 28 contains 9623 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42238 members 
Mstep: Class 31 contains 40204 members 
Mstep: Class 32 contains 27469 members 
Mstep: Class 33 contains 91968 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140916 members 
Mstep: Class 37 contains 18995 members 
Mstep: Class 38 contains 73224 members 
Mstep: Class 39 contains 66809 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17201 members 
Mstep: Class 42 contains 5549 members 
Mstep: Class 43 contains 36986 members 
Mstep: Class 44 contains 34407 members 
Mstep: Class 45 contains 5366 members 
Mstep: Class 46 contains 4896 members 
Mstep: Class 47 contains 41757 members 
Mstep: Class 48 contains 19361 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10083 members 
Mstep: Class 51 contains 89110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458976.000000 Penalty: 32677.640625
Iteration 376Q: 51 clusters Score -8.745898e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 85752 members 
Mstep: Class 3 contains 5036 members 
Mstep: Class 4 contains 1213 members 
Mstep: Class 5 contains 37753 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 121317 members 
Mstep: Class 8 contains 76280 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 43082 members 
Mstep: Class 11 contains 6981 members 
Mstep: Class 12 contains 60474 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1685 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 19 contains 68975 members 
Mstep: Class 20 contains 70846 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 91562 members 
Mstep: Class 23 contains 71564 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2754 members 
Mstep: Class 26 contains 15151 members 
Mstep: Class 27 contains 161783 members 
Mstep: Class 28 contains 9854 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42209 members 
Mstep: Class 31 contains 40195 members 
Mstep: Class 32 contains 27284 members 
Mstep: Class 33 contains 91966 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140908 members 
Mstep: Class 37 contains 18992 members 
Mstep: Class 38 contains 73757 members 
Mstep: Class 39 contains 66634 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17195 members 
Mstep: Class 42 contains 5549 members 
Mstep: Class 43 contains 37099 members 
Mstep: Class 44 contains 34301 members 
Mstep: Class 45 contains 5363 members 
Mstep: Class 46 contains 4905 members 
Mstep: Class 47 contains 42216 members 
Mstep: Class 48 contains 19331 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 10035 members 
Mstep: Class 51 contains 89185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459224.000000 Penalty: 32677.640625
Iteration 377Q: 51 clusters Score -8.745922e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 85752 members 
Mstep: Class 3 contains 4855 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 37787 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 121397 members 
Mstep: Class 8 contains 76287 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 43093 members 
Mstep: Class 11 contains 6969 members 
Mstep: Class 12 contains 60465 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 1686 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 19 contains 68932 members 
Mstep: Class 20 contains 70016 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 91705 members 
Mstep: Class 23 contains 71554 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2754 members 
Mstep: Class 26 contains 15154 members 
Mstep: Class 27 contains 161792 members 
Mstep: Class 28 contains 10092 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42176 members 
Mstep: Class 31 contains 40188 members 
Mstep: Class 32 contains 26974 members 
Mstep: Class 33 contains 91970 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140887 members 
Mstep: Class 37 contains 18989 members 
Mstep: Class 38 contains 74236 members 
Mstep: Class 39 contains 66424 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17189 members 
Mstep: Class 42 contains 5552 members 
Mstep: Class 43 contains 37355 members 
Mstep: Class 44 contains 34268 members 
Mstep: Class 45 contains 5359 members 
Mstep: Class 46 contains 4912 members 
Mstep: Class 47 contains 42738 members 
Mstep: Class 48 contains 19304 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9954 members 
Mstep: Class 51 contains 89209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459208.000000 Penalty: 32677.640625
Iteration 378Q: 51 clusters Score -8.745921e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 85762 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 37826 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 121480 members 
Mstep: Class 8 contains 76296 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 43070 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 60443 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 1685 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 19 contains 68892 members 
Mstep: Class 20 contains 69195 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 91842 members 
Mstep: Class 23 contains 71552 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2752 members 
Mstep: Class 26 contains 15156 members 
Mstep: Class 27 contains 161816 members 
Mstep: Class 28 contains 10345 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42157 members 
Mstep: Class 31 contains 40185 members 
Mstep: Class 32 contains 26657 members 
Mstep: Class 33 contains 91968 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140894 members 
Mstep: Class 37 contains 18984 members 
Mstep: Class 38 contains 74645 members 
Mstep: Class 39 contains 66144 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17187 members 
Mstep: Class 42 contains 5560 members 
Mstep: Class 43 contains 37621 members 
Mstep: Class 44 contains 34084 members 
Mstep: Class 45 contains 5358 members 
Mstep: Class 46 contains 4919 members 
Mstep: Class 47 contains 43251 members 
Mstep: Class 48 contains 19279 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9866 members 
Mstep: Class 51 contains 89230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459248.000000 Penalty: 32677.640625
Iteration 379Q: 51 clusters Score -8.745925e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 85764 members 
Mstep: Class 3 contains 4651 members 
Mstep: Class 4 contains 1214 members 
Mstep: Class 5 contains 37869 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 121564 members 
Mstep: Class 8 contains 76306 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 43068 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 12 contains 60436 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 1682 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 19 contains 68852 members 
Mstep: Class 20 contains 68452 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 91972 members 
Mstep: Class 23 contains 71563 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 15161 members 
Mstep: Class 27 contains 161850 members 
Mstep: Class 28 contains 10566 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42119 members 
Mstep: Class 31 contains 40183 members 
Mstep: Class 32 contains 26289 members 
Mstep: Class 33 contains 91961 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140888 members 
Mstep: Class 37 contains 18980 members 
Mstep: Class 38 contains 75004 members 
Mstep: Class 39 contains 65994 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17181 members 
Mstep: Class 42 contains 5565 members 
Mstep: Class 43 contains 37908 members 
Mstep: Class 44 contains 34082 members 
Mstep: Class 45 contains 5354 members 
Mstep: Class 46 contains 4924 members 
Mstep: Class 47 contains 43845 members 
Mstep: Class 48 contains 19243 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9794 members 
Mstep: Class 51 contains 89232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459208.000000 Penalty: 32677.640625
Iteration 380F: 51 clusters Score -8.745921e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 85774 members 
Mstep: Class 3 contains 4659 members 
Mstep: Class 4 contains 1212 members 
Mstep: Class 5 contains 37904 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 121612 members 
Mstep: Class 8 contains 76307 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 43061 members 
Mstep: Class 11 contains 6929 members 
Mstep: Class 12 contains 60432 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 1679 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 1600 members 
Mstep: Class 19 contains 68845 members 
Mstep: Class 20 contains 67746 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 92079 members 
Mstep: Class 23 contains 71563 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2744 members 
Mstep: Class 26 contains 15166 members 
Mstep: Class 27 contains 161858 members 
Mstep: Class 28 contains 10769 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42086 members 
Mstep: Class 31 contains 40179 members 
Mstep: Class 32 contains 26037 members 
Mstep: Class 33 contains 91958 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140888 members 
Mstep: Class 37 contains 18979 members 
Mstep: Class 38 contains 75271 members 
Mstep: Class 39 contains 65548 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17173 members 
Mstep: Class 42 contains 5569 members 
Mstep: Class 43 contains 38147 members 
Mstep: Class 44 contains 34002 members 
Mstep: Class 45 contains 5355 members 
Mstep: Class 46 contains 4929 members 
Mstep: Class 47 contains 44517 members 
Mstep: Class 48 contains 19218 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9744 members 
Mstep: Class 51 contains 89266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458928.000000 Penalty: 32677.640625
Iteration 381Q: 51 clusters Score -8.745893e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 85801 members 
Mstep: Class 3 contains 4575 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 37940 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 121643 members 
Mstep: Class 8 contains 76291 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 43064 members 
Mstep: Class 11 contains 6916 members 
Mstep: Class 12 contains 60421 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 1678 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 19 contains 68842 members 
Mstep: Class 20 contains 66993 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 92172 members 
Mstep: Class 23 contains 71573 members 
Mstep: Class 24 contains 8720 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15171 members 
Mstep: Class 27 contains 161862 members 
Mstep: Class 28 contains 10993 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42055 members 
Mstep: Class 31 contains 40176 members 
Mstep: Class 32 contains 25845 members 
Mstep: Class 33 contains 91966 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140875 members 
Mstep: Class 37 contains 18978 members 
Mstep: Class 38 contains 75506 members 
Mstep: Class 39 contains 65196 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17175 members 
Mstep: Class 42 contains 5568 members 
Mstep: Class 43 contains 38449 members 
Mstep: Class 44 contains 33980 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 4935 members 
Mstep: Class 47 contains 45098 members 
Mstep: Class 48 contains 19205 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9673 members 
Mstep: Class 51 contains 89293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459040.000000 Penalty: 32677.640625
Iteration 382Q: 51 clusters Score -8.745904e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 85813 members 
Mstep: Class 3 contains 4617 members 
Mstep: Class 4 contains 1215 members 
Mstep: Class 5 contains 37973 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 121670 members 
Mstep: Class 8 contains 76292 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 43067 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 60414 members 
Mstep: Class 13 contains 4698 members 
Mstep: Class 14 contains 1679 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1599 members 
Mstep: Class 19 contains 68836 members 
Mstep: Class 20 contains 66286 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 92268 members 
Mstep: Class 23 contains 71567 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 15182 members 
Mstep: Class 27 contains 161855 members 
Mstep: Class 28 contains 11215 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 42030 members 
Mstep: Class 31 contains 40174 members 
Mstep: Class 32 contains 25593 members 
Mstep: Class 33 contains 91968 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140858 members 
Mstep: Class 37 contains 18981 members 
Mstep: Class 38 contains 75734 members 
Mstep: Class 39 contains 64826 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17170 members 
Mstep: Class 42 contains 5569 members 
Mstep: Class 43 contains 38811 members 
Mstep: Class 44 contains 33850 members 
Mstep: Class 45 contains 5353 members 
Mstep: Class 46 contains 4937 members 
Mstep: Class 47 contains 45626 members 
Mstep: Class 48 contains 19194 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9603 members 
Mstep: Class 51 contains 89356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459048.000000 Penalty: 32677.640625
Iteration 383Q: 51 clusters Score -8.745905e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 85832 members 
Mstep: Class 3 contains 4645 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 38006 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 121707 members 
Mstep: Class 8 contains 76297 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 43080 members 
Mstep: Class 11 contains 6880 members 
Mstep: Class 12 contains 60419 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 1680 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1596 members 
Mstep: Class 19 contains 68845 members 
Mstep: Class 20 contains 65555 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 92322 members 
Mstep: Class 23 contains 71567 members 
Mstep: Class 24 contains 8718 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 15190 members 
Mstep: Class 27 contains 161869 members 
Mstep: Class 28 contains 11441 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 41998 members 
Mstep: Class 31 contains 40174 members 
Mstep: Class 32 contains 25411 members 
Mstep: Class 33 contains 91965 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 140855 members 
Mstep: Class 37 contains 18987 members 
Mstep: Class 38 contains 75937 members 
Mstep: Class 39 contains 64427 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17165 members 
Mstep: Class 42 contains 5572 members 
Mstep: Class 43 contains 39074 members 
Mstep: Class 44 contains 33641 members 
Mstep: Class 45 contains 5358 members 
Mstep: Class 46 contains 4937 members 
Mstep: Class 47 contains 46195 members 
Mstep: Class 48 contains 19186 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9561 members 
Mstep: Class 51 contains 89492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459304.000000 Penalty: 32677.640625
Iteration 384Q: 51 clusters Score -8.74593e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 85835 members 
Mstep: Class 3 contains 4664 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 38029 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 121781 members 
Mstep: Class 8 contains 76301 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 43079 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 60416 members 
Mstep: Class 13 contains 4697 members 
Mstep: Class 14 contains 1681 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 19 contains 68850 members 
Mstep: Class 20 contains 64828 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 92363 members 
Mstep: Class 23 contains 71569 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 15198 members 
Mstep: Class 27 contains 161875 members 
Mstep: Class 28 contains 11658 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 41988 members 
Mstep: Class 31 contains 40176 members 
Mstep: Class 32 contains 25173 members 
Mstep: Class 33 contains 91968 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140843 members 
Mstep: Class 37 contains 18991 members 
Mstep: Class 38 contains 76182 members 
Mstep: Class 39 contains 63980 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17160 members 
Mstep: Class 42 contains 5572 members 
Mstep: Class 43 contains 39431 members 
Mstep: Class 44 contains 33521 members 
Mstep: Class 45 contains 5359 members 
Mstep: Class 46 contains 4938 members 
Mstep: Class 47 contains 46753 members 
Mstep: Class 48 contains 19178 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9541 members 
Mstep: Class 51 contains 89527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459152.000000 Penalty: 32677.640625
Iteration 385Q: 51 clusters Score -8.745915e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 85833 members 
Mstep: Class 3 contains 4601 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 38061 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 121867 members 
Mstep: Class 8 contains 76290 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 43072 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 60424 members 
Mstep: Class 13 contains 4696 members 
Mstep: Class 14 contains 1681 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 19 contains 68838 members 
Mstep: Class 20 contains 64107 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 92436 members 
Mstep: Class 23 contains 71577 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 15203 members 
Mstep: Class 27 contains 161860 members 
Mstep: Class 28 contains 11892 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 41969 members 
Mstep: Class 31 contains 40177 members 
Mstep: Class 32 contains 24928 members 
Mstep: Class 33 contains 91971 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140829 members 
Mstep: Class 37 contains 18995 members 
Mstep: Class 38 contains 76432 members 
Mstep: Class 39 contains 63658 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17151 members 
Mstep: Class 42 contains 5574 members 
Mstep: Class 43 contains 39864 members 
Mstep: Class 44 contains 33440 members 
Mstep: Class 45 contains 5365 members 
Mstep: Class 46 contains 4939 members 
Mstep: Class 47 contains 47177 members 
Mstep: Class 48 contains 19195 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9458 members 
Mstep: Class 51 contains 89555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458944.000000 Penalty: 32677.640625
Iteration 386Q: 51 clusters Score -8.745894e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 85834 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 5 contains 38103 members 
Mstep: Class 6 contains 2045 members 
Mstep: Class 7 contains 121945 members 
Mstep: Class 8 contains 76290 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 43057 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 60423 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1681 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 19 contains 68849 members 
Mstep: Class 20 contains 63474 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 92475 members 
Mstep: Class 23 contains 71584 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 2754 members 
Mstep: Class 26 contains 15204 members 
Mstep: Class 27 contains 161838 members 
Mstep: Class 28 contains 12108 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 41956 members 
Mstep: Class 31 contains 40176 members 
Mstep: Class 32 contains 24616 members 
Mstep: Class 33 contains 91983 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140833 members 
Mstep: Class 37 contains 18996 members 
Mstep: Class 38 contains 76637 members 
Mstep: Class 39 contains 63348 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17130 members 
Mstep: Class 42 contains 5575 members 
Mstep: Class 43 contains 40257 members 
Mstep: Class 44 contains 33419 members 
Mstep: Class 45 contains 5368 members 
Mstep: Class 46 contains 4939 members 
Mstep: Class 47 contains 47663 members 
Mstep: Class 48 contains 19204 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9415 members 
Mstep: Class 51 contains 89559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458952.000000 Penalty: 32677.640625
Iteration 387Q: 51 clusters Score -8.745895e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 85819 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 1225 members 
Mstep: Class 5 contains 38154 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 122008 members 
Mstep: Class 8 contains 76297 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 43061 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 60425 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1674 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 19 contains 68850 members 
Mstep: Class 20 contains 62843 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 92499 members 
Mstep: Class 23 contains 71597 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 2755 members 
Mstep: Class 26 contains 15204 members 
Mstep: Class 27 contains 161832 members 
Mstep: Class 28 contains 12339 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 41947 members 
Mstep: Class 31 contains 40175 members 
Mstep: Class 32 contains 24412 members 
Mstep: Class 33 contains 91988 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140840 members 
Mstep: Class 37 contains 19000 members 
Mstep: Class 38 contains 76784 members 
Mstep: Class 39 contains 63039 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17102 members 
Mstep: Class 42 contains 5576 members 
Mstep: Class 43 contains 40587 members 
Mstep: Class 44 contains 33334 members 
Mstep: Class 45 contains 5367 members 
Mstep: Class 46 contains 4940 members 
Mstep: Class 47 contains 48159 members 
Mstep: Class 48 contains 19191 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9399 members 
Mstep: Class 51 contains 89601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458880.000000 Penalty: 32677.640625
Iteration 388Q: 51 clusters Score -8.745888e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 85806 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 38205 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 122081 members 
Mstep: Class 8 contains 76308 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 43090 members 
Mstep: Class 11 contains 6827 members 
Mstep: Class 12 contains 60421 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 19 contains 68856 members 
Mstep: Class 20 contains 62196 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 92538 members 
Mstep: Class 23 contains 71602 members 
Mstep: Class 24 contains 8718 members 
Mstep: Class 25 contains 2759 members 
Mstep: Class 26 contains 15205 members 
Mstep: Class 27 contains 161824 members 
Mstep: Class 28 contains 12561 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 41942 members 
Mstep: Class 31 contains 40176 members 
Mstep: Class 32 contains 24248 members 
Mstep: Class 33 contains 91995 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140843 members 
Mstep: Class 37 contains 18999 members 
Mstep: Class 38 contains 76953 members 
Mstep: Class 39 contains 62677 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17068 members 
Mstep: Class 42 contains 5579 members 
Mstep: Class 43 contains 41000 members 
Mstep: Class 44 contains 33198 members 
Mstep: Class 45 contains 5363 members 
Mstep: Class 46 contains 4944 members 
Mstep: Class 47 contains 48525 members 
Mstep: Class 48 contains 19202 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9349 members 
Mstep: Class 51 contains 89610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458552.000000 Penalty: 32677.640625
Iteration 389Q: 51 clusters Score -8.745855e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 85796 members 
Mstep: Class 3 contains 4412 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 38264 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 122228 members 
Mstep: Class 8 contains 76326 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 43099 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 60422 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 1668 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 19 contains 68852 members 
Mstep: Class 20 contains 61520 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 92597 members 
Mstep: Class 23 contains 71597 members 
Mstep: Class 24 contains 8718 members 
Mstep: Class 25 contains 2763 members 
Mstep: Class 26 contains 15208 members 
Mstep: Class 27 contains 161819 members 
Mstep: Class 28 contains 12806 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 41923 members 
Mstep: Class 31 contains 40176 members 
Mstep: Class 32 contains 24107 members 
Mstep: Class 33 contains 92005 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140845 members 
Mstep: Class 37 contains 18997 members 
Mstep: Class 38 contains 77113 members 
Mstep: Class 39 contains 62325 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17037 members 
Mstep: Class 42 contains 5585 members 
Mstep: Class 43 contains 41427 members 
Mstep: Class 44 contains 33045 members 
Mstep: Class 45 contains 5362 members 
Mstep: Class 46 contains 4948 members 
Mstep: Class 47 contains 48821 members 
Mstep: Class 48 contains 19210 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9284 members 
Mstep: Class 51 contains 89584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458864.000000 Penalty: 32677.640625
Iteration 390Q: 51 clusters Score -8.745886e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 85790 members 
Mstep: Class 3 contains 4359 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 38313 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 122273 members 
Mstep: Class 8 contains 76326 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 43096 members 
Mstep: Class 11 contains 6810 members 
Mstep: Class 12 contains 60414 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 19 contains 68846 members 
Mstep: Class 20 contains 60856 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 92655 members 
Mstep: Class 23 contains 71604 members 
Mstep: Class 24 contains 8718 members 
Mstep: Class 25 contains 2764 members 
Mstep: Class 26 contains 15210 members 
Mstep: Class 27 contains 161822 members 
Mstep: Class 28 contains 13050 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 41912 members 
Mstep: Class 31 contains 40177 members 
Mstep: Class 32 contains 23904 members 
Mstep: Class 33 contains 92010 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140845 members 
Mstep: Class 37 contains 18995 members 
Mstep: Class 38 contains 77326 members 
Mstep: Class 39 contains 62031 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 17003 members 
Mstep: Class 42 contains 5588 members 
Mstep: Class 43 contains 41925 members 
Mstep: Class 44 contains 32917 members 
Mstep: Class 45 contains 5357 members 
Mstep: Class 46 contains 4949 members 
Mstep: Class 47 contains 49053 members 
Mstep: Class 48 contains 19253 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9205 members 
Mstep: Class 51 contains 89681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459048.000000 Penalty: 32677.640625
Iteration 391Q: 51 clusters Score -8.745905e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 85779 members 
Mstep: Class 3 contains 4364 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 5 contains 38356 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 122390 members 
Mstep: Class 8 contains 76330 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 43117 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 60420 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 1663 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 19 contains 68850 members 
Mstep: Class 20 contains 60233 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 92690 members 
Mstep: Class 23 contains 71615 members 
Mstep: Class 24 contains 8718 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 15213 members 
Mstep: Class 27 contains 161821 members 
Mstep: Class 28 contains 13303 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 41903 members 
Mstep: Class 31 contains 40179 members 
Mstep: Class 32 contains 23721 members 
Mstep: Class 33 contains 92010 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140838 members 
Mstep: Class 37 contains 18993 members 
Mstep: Class 38 contains 77512 members 
Mstep: Class 39 contains 61696 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16978 members 
Mstep: Class 42 contains 5587 members 
Mstep: Class 43 contains 42354 members 
Mstep: Class 44 contains 32772 members 
Mstep: Class 45 contains 5356 members 
Mstep: Class 46 contains 4950 members 
Mstep: Class 47 contains 49320 members 
Mstep: Class 48 contains 19270 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9155 members 
Mstep: Class 51 contains 89684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459272.000000 Penalty: 32677.640625
Iteration 392Q: 51 clusters Score -8.745927e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 85783 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 38405 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 122496 members 
Mstep: Class 8 contains 76336 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 43136 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 12 contains 60423 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 1662 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 19 contains 68844 members 
Mstep: Class 20 contains 59557 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 92731 members 
Mstep: Class 23 contains 71612 members 
Mstep: Class 24 contains 8718 members 
Mstep: Class 25 contains 2767 members 
Mstep: Class 26 contains 15216 members 
Mstep: Class 27 contains 161824 members 
Mstep: Class 28 contains 13532 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 41887 members 
Mstep: Class 31 contains 40177 members 
Mstep: Class 32 contains 23597 members 
Mstep: Class 33 contains 92018 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140864 members 
Mstep: Class 37 contains 18995 members 
Mstep: Class 38 contains 77751 members 
Mstep: Class 39 contains 61333 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16954 members 
Mstep: Class 42 contains 5587 members 
Mstep: Class 43 contains 42746 members 
Mstep: Class 44 contains 32627 members 
Mstep: Class 45 contains 5349 members 
Mstep: Class 46 contains 4951 members 
Mstep: Class 47 contains 49563 members 
Mstep: Class 48 contains 19281 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9090 members 
Mstep: Class 51 contains 89674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459192.000000 Penalty: 32677.640625
Iteration 393Q: 51 clusters Score -8.745919e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 85788 members 
Mstep: Class 3 contains 4252 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 38447 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 122656 members 
Mstep: Class 8 contains 76341 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 43146 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 60416 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1663 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 19 contains 68829 members 
Mstep: Class 20 contains 58973 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 92769 members 
Mstep: Class 23 contains 71619 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 15217 members 
Mstep: Class 27 contains 161815 members 
Mstep: Class 28 contains 13764 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 41873 members 
Mstep: Class 31 contains 40177 members 
Mstep: Class 32 contains 23410 members 
Mstep: Class 33 contains 92023 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140910 members 
Mstep: Class 37 contains 18991 members 
Mstep: Class 38 contains 77980 members 
Mstep: Class 39 contains 61059 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16929 members 
Mstep: Class 42 contains 5587 members 
Mstep: Class 43 contains 43187 members 
Mstep: Class 44 contains 32545 members 
Mstep: Class 45 contains 5344 members 
Mstep: Class 46 contains 4954 members 
Mstep: Class 47 contains 49766 members 
Mstep: Class 48 contains 19309 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 9016 members 
Mstep: Class 51 contains 89675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459136.000000 Penalty: 32677.640625
Iteration 394Q: 51 clusters Score -8.745914e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 85786 members 
Mstep: Class 3 contains 4215 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 38483 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 122743 members 
Mstep: Class 8 contains 76338 members 
Mstep: Class 9 contains 2585 members 
Mstep: Class 10 contains 43148 members 
Mstep: Class 11 contains 6770 members 
Mstep: Class 12 contains 60418 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 19 contains 68819 members 
Mstep: Class 20 contains 58374 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 92847 members 
Mstep: Class 23 contains 71633 members 
Mstep: Class 24 contains 8716 members 
Mstep: Class 25 contains 2766 members 
Mstep: Class 26 contains 15217 members 
Mstep: Class 27 contains 161818 members 
Mstep: Class 28 contains 14000 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 41855 members 
Mstep: Class 31 contains 40180 members 
Mstep: Class 32 contains 23239 members 
Mstep: Class 33 contains 92025 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140933 members 
Mstep: Class 37 contains 18992 members 
Mstep: Class 38 contains 78187 members 
Mstep: Class 39 contains 60738 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16903 members 
Mstep: Class 42 contains 5590 members 
Mstep: Class 43 contains 43675 members 
Mstep: Class 44 contains 32389 members 
Mstep: Class 45 contains 5334 members 
Mstep: Class 46 contains 4957 members 
Mstep: Class 47 contains 49957 members 
Mstep: Class 48 contains 19332 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8915 members 
Mstep: Class 51 contains 89713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459008.000000 Penalty: 32677.640625
Iteration 395Q: 51 clusters Score -8.745901e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 85766 members 
Mstep: Class 3 contains 4142 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 38507 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 122802 members 
Mstep: Class 8 contains 76346 members 
Mstep: Class 9 contains 2585 members 
Mstep: Class 10 contains 43144 members 
Mstep: Class 11 contains 6769 members 
Mstep: Class 12 contains 60426 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1670 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 19 contains 68809 members 
Mstep: Class 20 contains 57753 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 92898 members 
Mstep: Class 23 contains 71630 members 
Mstep: Class 24 contains 8715 members 
Mstep: Class 25 contains 2766 members 
Mstep: Class 26 contains 15217 members 
Mstep: Class 27 contains 161819 members 
Mstep: Class 28 contains 14256 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 41832 members 
Mstep: Class 31 contains 40180 members 
Mstep: Class 32 contains 23082 members 
Mstep: Class 33 contains 92021 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140949 members 
Mstep: Class 37 contains 18992 members 
Mstep: Class 38 contains 78360 members 
Mstep: Class 39 contains 60435 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16882 members 
Mstep: Class 42 contains 5591 members 
Mstep: Class 43 contains 44187 members 
Mstep: Class 44 contains 32255 members 
Mstep: Class 45 contains 5332 members 
Mstep: Class 46 contains 4960 members 
Mstep: Class 47 contains 50168 members 
Mstep: Class 48 contains 19364 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8846 members 
Mstep: Class 51 contains 89788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459080.000000 Penalty: 32677.640625
Iteration 396Q: 51 clusters Score -8.745908e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 85771 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 38539 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 122844 members 
Mstep: Class 8 contains 76359 members 
Mstep: Class 9 contains 2588 members 
Mstep: Class 10 contains 43152 members 
Mstep: Class 11 contains 6768 members 
Mstep: Class 12 contains 60425 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1671 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 19 contains 68807 members 
Mstep: Class 20 contains 57142 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 92928 members 
Mstep: Class 23 contains 71627 members 
Mstep: Class 24 contains 8715 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 15217 members 
Mstep: Class 27 contains 161824 members 
Mstep: Class 28 contains 14523 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 41815 members 
Mstep: Class 31 contains 40180 members 
Mstep: Class 32 contains 22948 members 
Mstep: Class 33 contains 92024 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140980 members 
Mstep: Class 37 contains 18989 members 
Mstep: Class 38 contains 78484 members 
Mstep: Class 39 contains 60090 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16853 members 
Mstep: Class 42 contains 5591 members 
Mstep: Class 43 contains 44692 members 
Mstep: Class 44 contains 32055 members 
Mstep: Class 45 contains 5327 members 
Mstep: Class 46 contains 4963 members 
Mstep: Class 47 contains 50340 members 
Mstep: Class 48 contains 19385 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8812 members 
Mstep: Class 51 contains 89914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87458920.000000 Penalty: 32677.640625
Iteration 397Q: 51 clusters Score -8.745892e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 85782 members 
Mstep: Class 3 contains 4211 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 38558 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 122934 members 
Mstep: Class 8 contains 76366 members 
Mstep: Class 9 contains 2589 members 
Mstep: Class 10 contains 43153 members 
Mstep: Class 11 contains 6763 members 
Mstep: Class 12 contains 60423 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1671 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 19 contains 68809 members 
Mstep: Class 20 contains 56619 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 92958 members 
Mstep: Class 23 contains 71620 members 
Mstep: Class 24 contains 8716 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 15220 members 
Mstep: Class 27 contains 161828 members 
Mstep: Class 28 contains 14801 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 41802 members 
Mstep: Class 31 contains 40178 members 
Mstep: Class 32 contains 22849 members 
Mstep: Class 33 contains 92033 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140983 members 
Mstep: Class 37 contains 18989 members 
Mstep: Class 38 contains 78554 members 
Mstep: Class 39 contains 59689 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16841 members 
Mstep: Class 42 contains 5593 members 
Mstep: Class 43 contains 45183 members 
Mstep: Class 44 contains 31862 members 
Mstep: Class 45 contains 5320 members 
Mstep: Class 46 contains 4966 members 
Mstep: Class 47 contains 50462 members 
Mstep: Class 48 contains 19416 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8764 members 
Mstep: Class 51 contains 89970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87459024.000000 Penalty: 32677.640625
Iteration 398Q: 51 clusters Score -8.745902e+07 nChanged 2738
Entering ConstructFrom: 
Score: -87459024.000000 Penalty: 32677.640625
Entering ConstructFrom: 
Trying to split cluster 1 (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: -160811.015625 Penalty: 363.817108
	Iteration 0F: 2 clusters Score -160811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -158692.781250 Penalty: 727.634216
	Iteration 0F: 3 clusters Score -158692.8 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -159467.093750 Penalty: 727.634216
	Iteration 1F: 3 clusters Score -159467.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -159591.359375 Penalty: 727.634216
	Iteration 2F: 3 clusters Score -159591.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -159707.734375 Penalty: 727.634216
	Iteration 3F: 3 clusters Score -159707.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -159794.578125 Penalty: 727.634216
	Iteration 4F: 3 clusters Score -159794.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -159880.468750 Penalty: 727.634216
	Iteration 5Q: 3 clusters Score -159880.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -159958.640625 Penalty: 727.634216
	Iteration 6Q: 3 clusters Score -159958.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -160030.125000 Penalty: 727.634216
	Iteration 7Q: 3 clusters Score -160030.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -160069.687500 Penalty: 727.634216
	Iteration 8Q: 3 clusters Score -160069.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -160094.265625 Penalty: 727.634216
	Iteration 9Q: 3 clusters Score -160094.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -160109.500000 Penalty: 727.634216
	Iteration 10Q: 3 clusters Score -160109.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -160121.828125 Penalty: 727.634216
	Iteration 11Q: 3 clusters Score -160121.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -160131.343750 Penalty: 727.634216
	Iteration 12Q: 3 clusters Score -160131.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -160140.437500 Penalty: 727.634216
	Iteration 13Q: 3 clusters Score -160140.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -160148.578125 Penalty: 727.634216
	Iteration 14Q: 3 clusters Score -160148.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -160155.906250 Penalty: 727.634216
	Iteration 15Q: 3 clusters Score -160155.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -160162.140625 Penalty: 727.634216
	Iteration 16Q: 3 clusters Score -160162.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -160169.031250 Penalty: 727.634216
	Iteration 17Q: 3 clusters Score -160169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -160176.218750 Penalty: 727.634216
	Iteration 18Q: 3 clusters Score -160176.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160180.765625 Penalty: 727.634216
	Iteration 19Q: 3 clusters Score -160180.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -160189.734375 Penalty: 727.634216
	Iteration 20F: 3 clusters Score -160189.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -160196.390625 Penalty: 727.634216
	Iteration 21Q: 3 clusters Score -160196.4 nChanged 21
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: -160202.718750 Penalty: 727.634216
	Iteration 22Q: 3 clusters Score -160202.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -160209.609375 Penalty: 727.634216
	Iteration 23Q: 3 clusters Score -160209.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -160216.000000 Penalty: 727.634216
	Iteration 24Q: 3 clusters Score -160216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -160220.906250 Penalty: 727.634216
	Iteration 25Q: 3 clusters Score -160220.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -160223.734375 Penalty: 727.634216
	Iteration 26Q: 3 clusters Score -160223.7 nChanged 16
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: -160227.468750 Penalty: 727.634216
	Iteration 27Q: 3 clusters Score -160227.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -160230.171875 Penalty: 727.634216
	Iteration 28Q: 3 clusters Score -160230.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -160232.687500 Penalty: 727.634216
	Iteration 29Q: 3 clusters Score -160232.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -160236.140625 Penalty: 727.634216
	Iteration 30Q: 3 clusters Score -160236.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -160239.140625 Penalty: 727.634216
	Iteration 31Q: 3 clusters Score -160239.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -160241.531250 Penalty: 727.634216
	Iteration 32Q: 3 clusters Score -160241.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -160243.500000 Penalty: 727.634216
	Iteration 33Q: 3 clusters Score -160243.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -160245.796875 Penalty: 727.634216
	Iteration 34Q: 3 clusters Score -160245.8 nChanged 11
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: -160248.000000 Penalty: 727.634216
	Iteration 35Q: 3 clusters Score -160248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -160250.312500 Penalty: 727.634216
	Iteration 36Q: 3 clusters Score -160250.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -160254.453125 Penalty: 727.634216
	Iteration 37Q: 3 clusters Score -160254.5 nChanged 21
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: -160259.687500 Penalty: 727.634216
	Iteration 38Q: 3 clusters Score -160259.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -160262.625000 Penalty: 727.634216
	Iteration 39Q: 3 clusters Score -160262.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -160266.421875 Penalty: 727.634216
	Iteration 40F: 3 clusters Score -160266.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -160269.406250 Penalty: 727.634216
	Iteration 41Q: 3 clusters Score -160269.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -160272.812500 Penalty: 727.634216
	Iteration 42Q: 3 clusters Score -160272.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -160277.765625 Penalty: 727.634216
	Iteration 43Q: 3 clusters Score -160277.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -160284.812500 Penalty: 727.634216
	Iteration 44Q: 3 clusters Score -160284.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -160290.000000 Penalty: 727.634216
	Iteration 45Q: 3 clusters Score -160290 nChanged 22
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: -160297.578125 Penalty: 727.634216
	Iteration 46Q: 3 clusters Score -160297.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -160310.828125 Penalty: 727.634216
	Iteration 47Q: 3 clusters Score -160310.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -160331.046875 Penalty: 727.634216
	Iteration 48Q: 3 clusters Score -160331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -160359.031250 Penalty: 727.634216
	Iteration 49Q: 3 clusters Score -160359 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -160408.390625 Penalty: 727.634216
	Iteration 50Q: 3 clusters Score -160408.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -160473.890625 Penalty: 727.634216
	Iteration 51Q: 3 clusters Score -160473.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -160542.203125 Penalty: 727.634216
	Iteration 52Q: 3 clusters Score -160542.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -160584.968750 Penalty: 727.634216
	Iteration 53Q: 3 clusters Score -160585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -160609.656250 Penalty: 727.634216
	Iteration 54Q: 3 clusters Score -160609.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -160625.281250 Penalty: 727.634216
	Iteration 55Q: 3 clusters Score -160625.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -160634.296875 Penalty: 727.634216
	Iteration 56Q: 3 clusters Score -160634.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -160642.562500 Penalty: 727.634216
	Iteration 57Q: 3 clusters Score -160642.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -160648.437500 Penalty: 727.634216
	Iteration 58Q: 3 clusters Score -160648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -160652.593750 Penalty: 727.634216
	Iteration 59Q: 3 clusters Score -160652.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -160661.859375 Penalty: 727.634216
	Iteration 60F: 3 clusters Score -160661.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -160678.703125 Penalty: 727.634216
	Iteration 61Q: 3 clusters Score -160678.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -160691.437500 Penalty: 727.634216
	Iteration 62Q: 3 clusters Score -160691.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -160700.375000 Penalty: 727.634216
	Iteration 63Q: 3 clusters Score -160700.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -160709.093750 Penalty: 727.634216
	Iteration 64Q: 3 clusters Score -160709.1 nChanged 17
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: -160714.953125 Penalty: 727.634216
	Iteration 65Q: 3 clusters Score -160715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -160718.046875 Penalty: 727.634216
	Iteration 66Q: 3 clusters Score -160718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -160719.359375 Penalty: 727.634216
	Iteration 67Q: 3 clusters Score -160719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -160719.718750 Penalty: 727.634216
	Iteration 68Q: 3 clusters Score -160719.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -160719.718750 Penalty: 727.634216
	Iteration 69F: 3 clusters Score -160719.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Entering Unmasked Estep 
Score: -4529728.000000 Penalty: 516.864380
	Iteration 0F: 2 clusters Score -4529728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -4472197.000000 Penalty: 1033.728760
	Iteration 0F: 3 clusters Score -4472197 nChanged 41977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -4496419.500000 Penalty: 1033.728760
	Iteration 1F: 3 clusters Score -4496420 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -4497019.000000 Penalty: 1033.728760
	Iteration 2Q: 3 clusters Score -4497019 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -4497831.500000 Penalty: 1033.728760
	Iteration 3Q: 3 clusters Score -4497832 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4498995.000000 Penalty: 1033.728760
	Iteration 4Q: 3 clusters Score -4498995 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -4500786.000000 Penalty: 1033.728760
	Iteration 5Q: 3 clusters Score -4500786 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -4503541.000000 Penalty: 1033.728760
	Iteration 6F: 3 clusters Score -4503541 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -4507632.000000 Penalty: 1033.728760
	Iteration 7F: 3 clusters Score -4507632 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4513425.000000 Penalty: 1033.728760
	Iteration 8F: 3 clusters Score -4513425 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69376 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4519359.000000 Penalty: 1033.728760
	Iteration 9F: 3 clusters Score -4519359 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -4523149.500000 Penalty: 1033.728760
	Iteration 10Q: 3 clusters Score -4523150 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -4524738.500000 Penalty: 1033.728760
	Iteration 11Q: 3 clusters Score -4524738 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -4525606.000000 Penalty: 1033.728760
	Iteration 12Q: 3 clusters Score -4525606 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4526252.000000 Penalty: 1033.728760
	Iteration 13Q: 3 clusters Score -4526252 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -4526779.000000 Penalty: 1033.728760
	Iteration 14Q: 3 clusters Score -4526779 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -4527277.500000 Penalty: 1033.728760
	Iteration 15Q: 3 clusters Score -4527278 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -4527713.500000 Penalty: 1033.728760
	Iteration 16Q: 3 clusters Score -4527714 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81961 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4528129.000000 Penalty: 1033.728760
	Iteration 17Q: 3 clusters Score -4528129 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82719 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4528492.500000 Penalty: 1033.728760
	Iteration 18Q: 3 clusters Score -4528492 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83292 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4528666.000000 Penalty: 1033.728760
	Iteration 19Q: 3 clusters Score -4528666 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4528844.000000 Penalty: 1033.728760
	Iteration 20F: 3 clusters Score -4528844 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4528953.000000 Penalty: 1033.728760
	Iteration 21Q: 3 clusters Score -4528953 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84467 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4529066.500000 Penalty: 1033.728760
	Iteration 22Q: 3 clusters Score -4529066 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4529168.500000 Penalty: 1033.728760
	Iteration 23Q: 3 clusters Score -4529168 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4529225.500000 Penalty: 1033.728760
	Iteration 24Q: 3 clusters Score -4529226 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85061 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4529268.500000 Penalty: 1033.728760
	Iteration 25Q: 3 clusters Score -4529268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4529295.500000 Penalty: 1033.728760
	Iteration 26Q: 3 clusters Score -4529296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85239 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4529328.500000 Penalty: 1033.728760
	Iteration 27Q: 3 clusters Score -4529328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4529345.000000 Penalty: 1033.728760
	Iteration 28Q: 3 clusters Score -4529345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4529359.500000 Penalty: 1033.728760
	Iteration 29Q: 3 clusters Score -4529360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4529376.000000 Penalty: 1033.728760
	Iteration 30Q: 3 clusters Score -4529376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4529379.500000 Penalty: 1033.728760
	Iteration 31Q: 3 clusters Score -4529380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85433 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4529386.000000 Penalty: 1033.728760
	Iteration 32Q: 3 clusters Score -4529386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4529394.500000 Penalty: 1033.728760
	Iteration 33Q: 3 clusters Score -4529394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4529403.000000 Penalty: 1033.728760
	Iteration 34Q: 3 clusters Score -4529403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4529407.500000 Penalty: 1033.728760
	Iteration 35Q: 3 clusters Score -4529408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4529421.000000 Penalty: 1033.728760
	Iteration 36Q: 3 clusters Score -4529421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4529426.500000 Penalty: 1033.728760
	Iteration 37Q: 3 clusters Score -4529426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4529422.000000 Penalty: 1033.728760
	Iteration 38Q: 3 clusters Score -4529422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4529424.000000 Penalty: 1033.728760
	Iteration 39Q: 3 clusters Score -4529424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4529425.500000 Penalty: 1033.728760
	Iteration 40F: 3 clusters Score -4529426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4529427.500000 Penalty: 1033.728760
	Iteration 41Q: 3 clusters Score -4529428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85563 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4529428.000000 Penalty: 1033.728760
	Iteration 42Q: 3 clusters Score -4529428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4529431.000000 Penalty: 1033.728760
	Iteration 43Q: 3 clusters Score -4529431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4529432.000000 Penalty: 1033.728760
	Iteration 44Q: 3 clusters Score -4529432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4529433.000000 Penalty: 1033.728760
	Iteration 45Q: 3 clusters Score -4529433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4529433.000000 Penalty: 1033.728760
	Iteration 46F: 3 clusters Score -4529433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -241773.328125 Penalty: 379.163788
	Iteration 0F: 2 clusters Score -241773.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -238991.609375 Penalty: 758.327576
	Iteration 0F: 3 clusters Score -238991.6 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -240009.937500 Penalty: 758.327576
	Iteration 1F: 3 clusters Score -240009.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -240129.640625 Penalty: 758.327576
	Iteration 2F: 3 clusters Score -240129.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -240223.140625 Penalty: 758.327576
	Iteration 3F: 3 clusters Score -240223.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -240295.828125 Penalty: 758.327576
	Iteration 4Q: 3 clusters Score -240295.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -240389.140625 Penalty: 758.327576
	Iteration 5Q: 3 clusters Score -240389.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -240474.703125 Penalty: 758.327576
	Iteration 6Q: 3 clusters Score -240474.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -240554.718750 Penalty: 758.327576
	Iteration 7Q: 3 clusters Score -240554.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -240629.062500 Penalty: 758.327576
	Iteration 8Q: 3 clusters Score -240629.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -240689.109375 Penalty: 758.327576
	Iteration 9Q: 3 clusters Score -240689.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -240749.031250 Penalty: 758.327576
	Iteration 10Q: 3 clusters Score -240749 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -240792.703125 Penalty: 758.327576
	Iteration 11Q: 3 clusters Score -240792.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -240821.812500 Penalty: 758.327576
	Iteration 12Q: 3 clusters Score -240821.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -240866.437500 Penalty: 758.327576
	Iteration 13Q: 3 clusters Score -240866.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -240869.234375 Penalty: 758.327576
	Iteration 14Q: 3 clusters Score -240869.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -240938.140625 Penalty: 758.327576
	Iteration 15Q: 3 clusters Score -240938.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -240983.203125 Penalty: 758.327576
	Iteration 16Q: 3 clusters Score -240983.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -241017.156250 Penalty: 758.327576
	Iteration 17Q: 3 clusters Score -241017.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -241060.281250 Penalty: 758.327576
	Iteration 18Q: 3 clusters Score -241060.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -241099.093750 Penalty: 758.327576
	Iteration 19Q: 3 clusters Score -241099.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -241139.046875 Penalty: 758.327576
	Iteration 20F: 3 clusters Score -241139 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -241147.593750 Penalty: 758.327576
	Iteration 21Q: 3 clusters Score -241147.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -241159.109375 Penalty: 758.327576
	Iteration 22Q: 3 clusters Score -241159.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -241175.046875 Penalty: 758.327576
	Iteration 23Q: 3 clusters Score -241175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -241176.406250 Penalty: 758.327576
	Iteration 24Q: 3 clusters Score -241176.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -241210.421875 Penalty: 758.327576
	Iteration 25Q: 3 clusters Score -241210.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -241224.218750 Penalty: 758.327576
	Iteration 26Q: 3 clusters Score -241224.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -241232.031250 Penalty: 758.327576
	Iteration 27Q: 3 clusters Score -241232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -241258.750000 Penalty: 758.327576
	Iteration 28Q: 3 clusters Score -241258.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -241278.125000 Penalty: 758.327576
	Iteration 29Q: 3 clusters Score -241278.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -241295.656250 Penalty: 758.327576
	Iteration 30Q: 3 clusters Score -241295.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -241282.484375 Penalty: 758.327576
	Iteration 31Q: 3 clusters Score -241282.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -241305.421875 Penalty: 758.327576
	Iteration 32Q: 3 clusters Score -241305.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -241310.593750 Penalty: 758.327576
	Iteration 33Q: 3 clusters Score -241310.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -241327.515625 Penalty: 758.327576
	Iteration 34Q: 3 clusters Score -241327.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -241318.140625 Penalty: 758.327576
	Iteration 35Q: 3 clusters Score -241318.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -241331.140625 Penalty: 758.327576
	Iteration 36Q: 3 clusters Score -241331.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -241337.359375 Penalty: 758.327576
	Iteration 37Q: 3 clusters Score -241337.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -241355.296875 Penalty: 758.327576
	Iteration 38Q: 3 clusters Score -241355.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -241360.156250 Penalty: 758.327576
	Iteration 39Q: 3 clusters Score -241360.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -241369.140625 Penalty: 758.327576
	Iteration 40F: 3 clusters Score -241369.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -241284.765625 Penalty: 758.327576
	Iteration 41Q: 3 clusters Score -241284.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -241381.656250 Penalty: 758.327576
	Iteration 42Q: 3 clusters Score -241381.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -241378.531250 Penalty: 758.327576
	Iteration 43Q: 3 clusters Score -241378.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -241386.953125 Penalty: 758.327576
	Iteration 44Q: 3 clusters Score -241387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -241398.218750 Penalty: 758.327576
	Iteration 45Q: 3 clusters Score -241398.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -241397.937500 Penalty: 758.327576
	Iteration 46Q: 3 clusters Score -241397.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -241426.421875 Penalty: 758.327576
	Iteration 47Q: 3 clusters Score -241426.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -241403.578125 Penalty: 758.327576
	Iteration 48Q: 3 clusters Score -241403.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -241447.921875 Penalty: 758.327576
	Iteration 49Q: 3 clusters Score -241447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -241698.000000 Penalty: 379.163788
	Iteration 50Q: 2 clusters Score -241698 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -241773.328125 Penalty: 379.163788
	Iteration 51Q: 2 clusters Score -241773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -241773.328125 Penalty: 379.163788
	Iteration 52F: 2 clusters Score -241773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -74062.070312 Penalty: 324.346588
	Iteration 0F: 2 clusters Score -74062.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73079.625000 Penalty: 648.693176
	Iteration 0F: 3 clusters Score -73079.62 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73391.671875 Penalty: 648.693176
	Iteration 1F: 3 clusters Score -73391.67 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73453.593750 Penalty: 648.693176
	Iteration 2F: 3 clusters Score -73453.59 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73519.960938 Penalty: 648.693176
	Iteration 3F: 3 clusters Score -73519.96 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73587.062500 Penalty: 648.693176
	Iteration 4F: 3 clusters Score -73587.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73635.078125 Penalty: 648.693176
	Iteration 5Q: 3 clusters Score -73635.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -73668.437500 Penalty: 648.693176
	Iteration 6Q: 3 clusters Score -73668.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -73689.218750 Penalty: 648.693176
	Iteration 7Q: 3 clusters Score -73689.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -73709.250000 Penalty: 648.693176
	Iteration 8Q: 3 clusters Score -73709.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -73722.195312 Penalty: 648.693176
	Iteration 9Q: 3 clusters Score -73722.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -73732.062500 Penalty: 648.693176
	Iteration 10Q: 3 clusters Score -73732.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -73740.125000 Penalty: 648.693176
	Iteration 11Q: 3 clusters Score -73740.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -73746.242188 Penalty: 648.693176
	Iteration 12Q: 3 clusters Score -73746.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -73751.453125 Penalty: 648.693176
	Iteration 13Q: 3 clusters Score -73751.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -73755.328125 Penalty: 648.693176
	Iteration 14Q: 3 clusters Score -73755.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -73757.210938 Penalty: 648.693176
	Iteration 15Q: 3 clusters Score -73757.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -73758.765625 Penalty: 648.693176
	Iteration 16Q: 3 clusters Score -73758.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -73760.109375 Penalty: 648.693176
	Iteration 17Q: 3 clusters Score -73760.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -73763.687500 Penalty: 648.693176
	Iteration 18Q: 3 clusters Score -73763.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -73768.875000 Penalty: 648.693176
	Iteration 19Q: 3 clusters Score -73768.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -73775.726562 Penalty: 648.693176
	Iteration 20F: 3 clusters Score -73775.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -73777.992188 Penalty: 648.693176
	Iteration 21Q: 3 clusters Score -73777.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -73777.992188 Penalty: 648.693176
	Iteration 22F: 3 clusters Score -73777.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Entering Unmasked Estep 
Score: -2105508.000000 Penalty: 480.484589
	Iteration 0F: 2 clusters Score -2105508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2079698.750000 Penalty: 960.969177
	Iteration 0F: 3 clusters Score -2079699 nChanged 18556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2090674.750000 Penalty: 960.969177
	Iteration 1F: 3 clusters Score -2090675 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2091259.750000 Penalty: 960.969177
	Iteration 2Q: 3 clusters Score -2091260 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2092116.375000 Penalty: 960.969177
	Iteration 3Q: 3 clusters Score -2092116 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2093419.125000 Penalty: 960.969177
	Iteration 4F: 3 clusters Score -2093419 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2095287.000000 Penalty: 960.969177
	Iteration 5F: 3 clusters Score -2095287 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2097379.750000 Penalty: 960.969177
	Iteration 6F: 3 clusters Score -2097380 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2098787.750000 Penalty: 960.969177
	Iteration 7F: 3 clusters Score -2098788 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2099407.000000 Penalty: 960.969177
	Iteration 8Q: 3 clusters Score -2099407 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2099760.250000 Penalty: 960.969177
	Iteration 9Q: 3 clusters Score -2099760 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2100076.250000 Penalty: 960.969177
	Iteration 10Q: 3 clusters Score -2100076 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2100426.000000 Penalty: 960.969177
	Iteration 11Q: 3 clusters Score -2100426 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2100846.500000 Penalty: 960.969177
	Iteration 12Q: 3 clusters Score -2100846 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2101307.250000 Penalty: 960.969177
	Iteration 13Q: 3 clusters Score -2101307 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2101713.000000 Penalty: 960.969177
	Iteration 14Q: 3 clusters Score -2101713 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2102062.750000 Penalty: 960.969177
	Iteration 15Q: 3 clusters Score -2102063 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2102399.750000 Penalty: 960.969177
	Iteration 16Q: 3 clusters Score -2102400 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2102647.750000 Penalty: 960.969177
	Iteration 17Q: 3 clusters Score -2102648 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2102877.250000 Penalty: 960.969177
	Iteration 18Q: 3 clusters Score -2102877 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2103086.000000 Penalty: 960.969177
	Iteration 19Q: 3 clusters Score -2103086 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2103279.500000 Penalty: 960.969177
	Iteration 20F: 3 clusters Score -2103280 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2103459.000000 Penalty: 960.969177
	Iteration 21Q: 3 clusters Score -2103459 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2103608.250000 Penalty: 960.969177
	Iteration 22Q: 3 clusters Score -2103608 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2103713.250000 Penalty: 960.969177
	Iteration 23Q: 3 clusters Score -2103713 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2103837.000000 Penalty: 960.969177
	Iteration 24Q: 3 clusters Score -2103837 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2103936.250000 Penalty: 960.969177
	Iteration 25Q: 3 clusters Score -2103936 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2104026.500000 Penalty: 960.969177
	Iteration 26Q: 3 clusters Score -2104026 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2104094.750000 Penalty: 960.969177
	Iteration 27Q: 3 clusters Score -2104095 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2104151.750000 Penalty: 960.969177
	Iteration 28Q: 3 clusters Score -2104152 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2104211.000000 Penalty: 960.969177
	Iteration 29Q: 3 clusters Score -2104211 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2104274.750000 Penalty: 960.969177
	Iteration 30Q: 3 clusters Score -2104275 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2104347.250000 Penalty: 960.969177
	Iteration 31Q: 3 clusters Score -2104347 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2104431.500000 Penalty: 960.969177
	Iteration 32Q: 3 clusters Score -2104432 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2104510.500000 Penalty: 960.969177
	Iteration 33Q: 3 clusters Score -2104510 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2104611.750000 Penalty: 960.969177
	Iteration 34Q: 3 clusters Score -2104612 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2104726.250000 Penalty: 960.969177
	Iteration 35Q: 3 clusters Score -2104726 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2104858.500000 Penalty: 960.969177
	Iteration 36Q: 3 clusters Score -2104858 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2104969.500000 Penalty: 960.969177
	Iteration 37Q: 3 clusters Score -2104970 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2105018.250000 Penalty: 960.969177
	Iteration 38Q: 3 clusters Score -2105018 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2105035.750000 Penalty: 960.969177
	Iteration 39Q: 3 clusters Score -2105036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2105094.500000 Penalty: 960.969177
	Iteration 40F: 3 clusters Score -2105094 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2105115.500000 Penalty: 960.969177
	Iteration 41Q: 3 clusters Score -2105116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2105114.500000 Penalty: 960.969177
	Iteration 42Q: 3 clusters Score -2105114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2105114.250000 Penalty: 960.969177
	Iteration 43Q: 3 clusters Score -2105114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2105118.750000 Penalty: 960.969177
	Iteration 44Q: 3 clusters Score -2105119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2105117.750000 Penalty: 960.969177
	Iteration 45Q: 3 clusters Score -2105118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2105118.000000 Penalty: 960.969177
	Iteration 46Q: 3 clusters Score -2105118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2105117.500000 Penalty: 960.969177
	Iteration 47Q: 3 clusters Score -2105118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2105118.750000 Penalty: 960.969177
	Iteration 48Q: 3 clusters Score -2105119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2105118.000000 Penalty: 960.969177
	Iteration 49Q: 3 clusters Score -2105118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2105116.250000 Penalty: 960.969177
	Iteration 50Q: 3 clusters Score -2105116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2105116.250000 Penalty: 960.969177
	Iteration 51F: 3 clusters Score -2105116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -111901.617188 Penalty: 347.185974
	Iteration 0F: 2 clusters Score -111901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -110416.648438 Penalty: 694.371948
	Iteration 0F: 3 clusters Score -110416.6 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -110859.382812 Penalty: 694.371948
	Iteration 1F: 3 clusters Score -110859.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -110910.148438 Penalty: 694.371948
	Iteration 2F: 3 clusters Score -110910.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -110952.585938 Penalty: 694.371948
	Iteration 3Q: 3 clusters Score -110952.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -110989.343750 Penalty: 694.371948
	Iteration 4Q: 3 clusters Score -110989.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -111029.960938 Penalty: 694.371948
	Iteration 5Q: 3 clusters Score -111030 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -111081.593750 Penalty: 694.371948
	Iteration 6Q: 3 clusters Score -111081.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111163.968750 Penalty: 694.371948
	Iteration 7F: 3 clusters Score -111164 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111252.781250 Penalty: 694.371948
	Iteration 8F: 3 clusters Score -111252.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111323.078125 Penalty: 694.371948
	Iteration 9Q: 3 clusters Score -111323.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111379.890625 Penalty: 694.371948
	Iteration 10Q: 3 clusters Score -111379.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -111433.234375 Penalty: 694.371948
	Iteration 11Q: 3 clusters Score -111433.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -111479.093750 Penalty: 694.371948
	Iteration 12Q: 3 clusters Score -111479.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -111520.023438 Penalty: 694.371948
	Iteration 13Q: 3 clusters Score -111520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -111547.468750 Penalty: 694.371948
	Iteration 14Q: 3 clusters Score -111547.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -111558.390625 Penalty: 694.371948
	Iteration 15Q: 3 clusters Score -111558.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -111565.953125 Penalty: 694.371948
	Iteration 16Q: 3 clusters Score -111566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -111576.460938 Penalty: 694.371948
	Iteration 17Q: 3 clusters Score -111576.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -111591.789062 Penalty: 694.371948
	Iteration 18Q: 3 clusters Score -111591.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -111604.492188 Penalty: 694.371948
	Iteration 19Q: 3 clusters Score -111604.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -111609.906250 Penalty: 694.371948
	Iteration 20F: 3 clusters Score -111609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -111612.500000 Penalty: 694.371948
	Iteration 21Q: 3 clusters Score -111612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -111614.742188 Penalty: 694.371948
	Iteration 22Q: 3 clusters Score -111614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -111615.539062 Penalty: 694.371948
	Iteration 23Q: 3 clusters Score -111615.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -111616.492188 Penalty: 694.371948
	Iteration 24Q: 3 clusters Score -111616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -111617.546875 Penalty: 694.371948
	Iteration 25Q: 3 clusters Score -111617.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -111617.546875 Penalty: 694.371948
	Iteration 26F: 3 clusters Score -111617.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (123105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123105 members 
Entering Unmasked Estep 
Score: -6757747.000000 Penalty: 533.296082
	Iteration 0F: 2 clusters Score -6757747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 61472 members 
Entering Unmasked Estep 
Score: -6680536.500000 Penalty: 1066.592163
	Iteration 0F: 3 clusters Score -6680536 nChanged 60319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -6719502.500000 Penalty: 1066.592163
	Iteration 1F: 3 clusters Score -6719502 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -6723638.000000 Penalty: 1066.592163
	Iteration 2F: 3 clusters Score -6723638 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -6731107.000000 Penalty: 1066.592163
	Iteration 3F: 3 clusters Score -6731107 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -6741522.500000 Penalty: 1066.592163
	Iteration 4F: 3 clusters Score -6741522 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71211 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -6749448.500000 Penalty: 1066.592163
	Iteration 5F: 3 clusters Score -6749448 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -6753706.000000 Penalty: 1066.592163
	Iteration 6Q: 3 clusters Score -6753706 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -6756589.500000 Penalty: 1066.592163
	Iteration 7Q: 3 clusters Score -6756590 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -6758829.500000 Penalty: 1066.592163
	Iteration 8Q: 3 clusters Score -6758830 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -6760175.000000 Penalty: 1066.592163
	Iteration 9Q: 3 clusters Score -6760175 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -6760929.000000 Penalty: 1066.592163
	Iteration 10Q: 3 clusters Score -6760929 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -6761236.500000 Penalty: 1066.592163
	Iteration 11Q: 3 clusters Score -6761236 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -6761441.000000 Penalty: 1066.592163
	Iteration 12Q: 3 clusters Score -6761441 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -6761494.500000 Penalty: 1066.592163
	Iteration 13Q: 3 clusters Score -6761494 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -6761493.500000 Penalty: 1066.592163
	Iteration 14Q: 3 clusters Score -6761494 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -6761511.500000 Penalty: 1066.592163
	Iteration 15Q: 3 clusters Score -6761512 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -6761552.500000 Penalty: 1066.592163
	Iteration 16Q: 3 clusters Score -6761552 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -6761528.000000 Penalty: 1066.592163
	Iteration 17Q: 3 clusters Score -6761528 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61345 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -6761497.000000 Penalty: 1066.592163
	Iteration 18Q: 3 clusters Score -6761497 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -6761504.000000 Penalty: 1066.592163
	Iteration 19Q: 3 clusters Score -6761504 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -6761515.500000 Penalty: 1066.592163
	Iteration 20F: 3 clusters Score -6761516 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 64048 members 
Entering Unmasked Estep 
Score: -6761499.500000 Penalty: 1066.592163
	Iteration 21Q: 3 clusters Score -6761500 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -6761497.500000 Penalty: 1066.592163
	Iteration 22Q: 3 clusters Score -6761498 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -6761518.500000 Penalty: 1066.592163
	Iteration 23Q: 3 clusters Score -6761518 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
Score: -6761498.000000 Penalty: 1066.592163
	Iteration 24Q: 3 clusters Score -6761498 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -6761456.000000 Penalty: 1066.592163
	Iteration 25Q: 3 clusters Score -6761456 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -6761420.500000 Penalty: 1066.592163
	Iteration 26Q: 3 clusters Score -6761420 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -6761371.000000 Penalty: 1066.592163
	Iteration 27Q: 3 clusters Score -6761371 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -6761318.000000 Penalty: 1066.592163
	Iteration 28Q: 3 clusters Score -6761318 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -6761245.000000 Penalty: 1066.592163
	Iteration 29Q: 3 clusters Score -6761245 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -6761182.000000 Penalty: 1066.592163
	Iteration 30Q: 3 clusters Score -6761182 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -6761071.500000 Penalty: 1066.592163
	Iteration 31Q: 3 clusters Score -6761072 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 73669 members 
Entering Unmasked Estep 
Score: -6760941.000000 Penalty: 1066.592163
	Iteration 32Q: 3 clusters Score -6760941 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -6760864.500000 Penalty: 1066.592163
	Iteration 33Q: 3 clusters Score -6760864 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -6760889.500000 Penalty: 1066.592163
	Iteration 34Q: 3 clusters Score -6760890 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -6760841.000000 Penalty: 1066.592163
	Iteration 35Q: 3 clusters Score -6760841 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -6760843.000000 Penalty: 1066.592163
	Iteration 36Q: 3 clusters Score -6760843 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -6760796.000000 Penalty: 1066.592163
	Iteration 37Q: 3 clusters Score -6760796 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
Score: -6760709.000000 Penalty: 1066.592163
	Iteration 38Q: 3 clusters Score -6760709 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -6760660.500000 Penalty: 1066.592163
	Iteration 39Q: 3 clusters Score -6760660 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -6760610.000000 Penalty: 1066.592163
	Iteration 40F: 3 clusters Score -6760610 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -6760521.500000 Penalty: 1066.592163
	Iteration 41Q: 3 clusters Score -6760522 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -6760449.000000 Penalty: 1066.592163
	Iteration 42Q: 3 clusters Score -6760449 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 82318 members 
Entering Unmasked Estep 
Score: -6760434.000000 Penalty: 1066.592163
	Iteration 43Q: 3 clusters Score -6760434 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -6760423.500000 Penalty: 1066.592163
	Iteration 44Q: 3 clusters Score -6760424 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -6760387.000000 Penalty: 1066.592163
	Iteration 45Q: 3 clusters Score -6760387 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 83173 members 
Entering Unmasked Estep 
Score: -6760393.000000 Penalty: 1066.592163
	Iteration 46Q: 3 clusters Score -6760393 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 83495 members 
Entering Unmasked Estep 
Score: -6760350.500000 Penalty: 1066.592163
	Iteration 47Q: 3 clusters Score -6760350 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -6760334.500000 Penalty: 1066.592163
	Iteration 48Q: 3 clusters Score -6760334 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -6760327.500000 Penalty: 1066.592163
	Iteration 49Q: 3 clusters Score -6760328 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -6760330.000000 Penalty: 1066.592163
	Iteration 50Q: 3 clusters Score -6760330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 84072 members 
Entering Unmasked Estep 
Score: -6760311.000000 Penalty: 1066.592163
	Iteration 51Q: 3 clusters Score -6760311 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -6760307.000000 Penalty: 1066.592163
	Iteration 52Q: 3 clusters Score -6760307 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -6760289.500000 Penalty: 1066.592163
	Iteration 53Q: 3 clusters Score -6760290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -6760288.500000 Penalty: 1066.592163
	Iteration 54Q: 3 clusters Score -6760288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 84167 members 
Entering Unmasked Estep 
Score: -6760312.000000 Penalty: 1066.592163
	Iteration 55Q: 3 clusters Score -6760312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -6760318.000000 Penalty: 1066.592163
	Iteration 56Q: 3 clusters Score -6760318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -6760318.500000 Penalty: 1066.592163
	Iteration 57Q: 3 clusters Score -6760318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -6760314.500000 Penalty: 1066.592163
	Iteration 58Q: 3 clusters Score -6760314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 84131 members 
Entering Unmasked Estep 
Score: -6760303.000000 Penalty: 1066.592163
	Iteration 59Q: 3 clusters Score -6760303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -6760302.000000 Penalty: 1066.592163
	Iteration 60F: 3 clusters Score -6760302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -6760307.500000 Penalty: 1066.592163
	Iteration 61Q: 3 clusters Score -6760308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 84173 members 
Entering Unmasked Estep 
Score: -6760301.000000 Penalty: 1066.592163
	Iteration 62Q: 3 clusters Score -6760301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -6760294.000000 Penalty: 1066.592163
	Iteration 63Q: 3 clusters Score -6760294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -6760300.500000 Penalty: 1066.592163
	Iteration 64Q: 3 clusters Score -6760300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -6760299.000000 Penalty: 1066.592163
	Iteration 65Q: 3 clusters Score -6760299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -6760302.000000 Penalty: 1066.592163
	Iteration 66Q: 3 clusters Score -6760302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -6760297.500000 Penalty: 1066.592163
	Iteration 67Q: 3 clusters Score -6760298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 84174 members 
Entering Unmasked Estep 
Score: -6760295.000000 Penalty: 1066.592163
	Iteration 68Q: 3 clusters Score -6760295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -6760285.500000 Penalty: 1066.592163
	Iteration 69Q: 3 clusters Score -6760286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -6760288.500000 Penalty: 1066.592163
	Iteration 70Q: 3 clusters Score -6760288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -6760292.000000 Penalty: 1066.592163
	Iteration 71Q: 3 clusters Score -6760292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -6760291.000000 Penalty: 1066.592163
	Iteration 72Q: 3 clusters Score -6760291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -6760291.000000 Penalty: 1066.592163
	Iteration 73F: 3 clusters Score -6760291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 85790 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 38565 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 38922 members 
Mstep: Class 8 contains 76357 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 43123 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 60433 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1670 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 84183 members 
Mstep: Class 19 contains 68807 members 
Mstep: Class 20 contains 56078 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 93023 members 
Mstep: Class 23 contains 71628 members 
Mstep: Class 24 contains 8716 members 
Mstep: Class 25 contains 2761 members 
Mstep: Class 26 contains 15221 members 
Mstep: Class 27 contains 161811 members 
Mstep: Class 28 contains 15094 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 41789 members 
Mstep: Class 31 contains 40175 members 
Mstep: Class 32 contains 22819 members 
Mstep: Class 33 contains 92034 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140995 members 
Mstep: Class 37 contains 18990 members 
Mstep: Class 38 contains 78643 members 
Mstep: Class 39 contains 59354 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16828 members 
Mstep: Class 42 contains 5596 members 
Mstep: Class 43 contains 45696 members 
Mstep: Class 44 contains 31747 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4970 members 
Mstep: Class 47 contains 50504 members 
Mstep: Class 48 contains 19492 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8658 members 
Mstep: Class 51 contains 89939 members 
Entering Unmasked Estep 
Score: -87461000.000000 Penalty: 33331.195312
Splitting cluster 7 changes total score from -87459024.000000 to -87461000.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 8 (76357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Entering Unmasked Estep 
Score: -4072207.250000 Penalty: 511.564453
	Iteration 0F: 2 clusters Score -4072207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4021201.000000 Penalty: 1023.128906
	Iteration 0F: 3 clusters Score -4021201 nChanged 37117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -4043307.750000 Penalty: 1023.128906
	Iteration 1F: 3 clusters Score -4043308 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4043984.000000 Penalty: 1023.128906
	Iteration 2Q: 3 clusters Score -4043984 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4045052.000000 Penalty: 1023.128906
	Iteration 3Q: 3 clusters Score -4045052 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4046803.500000 Penalty: 1023.128906
	Iteration 4Q: 3 clusters Score -4046804 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -4049825.500000 Penalty: 1023.128906
	Iteration 5F: 3 clusters Score -4049826 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -4054317.250000 Penalty: 1023.128906
	Iteration 6F: 3 clusters Score -4054317 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -4059165.250000 Penalty: 1023.128906
	Iteration 7F: 3 clusters Score -4059165 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -4061960.000000 Penalty: 1023.128906
	Iteration 8F: 3 clusters Score -4061960 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -4063001.500000 Penalty: 1023.128906
	Iteration 9Q: 3 clusters Score -4063002 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -4063651.250000 Penalty: 1023.128906
	Iteration 10Q: 3 clusters Score -4063651 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -4064303.750000 Penalty: 1023.128906
	Iteration 11Q: 3 clusters Score -4064304 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -4064920.500000 Penalty: 1023.128906
	Iteration 12Q: 3 clusters Score -4064920 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -4065457.750000 Penalty: 1023.128906
	Iteration 13Q: 3 clusters Score -4065458 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -4065930.000000 Penalty: 1023.128906
	Iteration 14Q: 3 clusters Score -4065930 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4066304.250000 Penalty: 1023.128906
	Iteration 15Q: 3 clusters Score -4066304 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4066554.250000 Penalty: 1023.128906
	Iteration 16Q: 3 clusters Score -4066554 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4066827.750000 Penalty: 1023.128906
	Iteration 17Q: 3 clusters Score -4066828 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4067002.000000 Penalty: 1023.128906
	Iteration 18Q: 3 clusters Score -4067002 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -4067110.000000 Penalty: 1023.128906
	Iteration 19Q: 3 clusters Score -4067110 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -4067270.500000 Penalty: 1023.128906
	Iteration 20F: 3 clusters Score -4067270 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4067413.250000 Penalty: 1023.128906
	Iteration 21Q: 3 clusters Score -4067413 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4067505.250000 Penalty: 1023.128906
	Iteration 22Q: 3 clusters Score -4067505 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -4067542.750000 Penalty: 1023.128906
	Iteration 23Q: 3 clusters Score -4067543 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -4067636.000000 Penalty: 1023.128906
	Iteration 24Q: 3 clusters Score -4067636 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4067701.000000 Penalty: 1023.128906
	Iteration 25Q: 3 clusters Score -4067701 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -4067756.750000 Penalty: 1023.128906
	Iteration 26Q: 3 clusters Score -4067757 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4067830.000000 Penalty: 1023.128906
	Iteration 27Q: 3 clusters Score -4067830 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -4067854.000000 Penalty: 1023.128906
	Iteration 28Q: 3 clusters Score -4067854 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4067913.000000 Penalty: 1023.128906
	Iteration 29Q: 3 clusters Score -4067913 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4067958.000000 Penalty: 1023.128906
	Iteration 30Q: 3 clusters Score -4067958 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4068000.250000 Penalty: 1023.128906
	Iteration 31Q: 3 clusters Score -4068000 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -4068039.750000 Penalty: 1023.128906
	Iteration 32Q: 3 clusters Score -4068040 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -4068105.750000 Penalty: 1023.128906
	Iteration 33Q: 3 clusters Score -4068106 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -4068130.250000 Penalty: 1023.128906
	Iteration 34Q: 3 clusters Score -4068130 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -4068161.250000 Penalty: 1023.128906
	Iteration 35Q: 3 clusters Score -4068161 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4068206.250000 Penalty: 1023.128906
	Iteration 36Q: 3 clusters Score -4068206 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4068256.250000 Penalty: 1023.128906
	Iteration 37Q: 3 clusters Score -4068256 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -4068304.500000 Penalty: 1023.128906
	Iteration 38Q: 3 clusters Score -4068304 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4068347.750000 Penalty: 1023.128906
	Iteration 39Q: 3 clusters Score -4068348 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61679 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -4068410.500000 Penalty: 1023.128906
	Iteration 40F: 3 clusters Score -4068410 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -4068469.500000 Penalty: 1023.128906
	Iteration 41Q: 3 clusters Score -4068470 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4068540.000000 Penalty: 1023.128906
	Iteration 42Q: 3 clusters Score -4068540 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -4068609.500000 Penalty: 1023.128906
	Iteration 43Q: 3 clusters Score -4068610 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4068667.500000 Penalty: 1023.128906
	Iteration 44Q: 3 clusters Score -4068668 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63153 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4068731.000000 Penalty: 1023.128906
	Iteration 45Q: 3 clusters Score -4068731 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -4068782.000000 Penalty: 1023.128906
	Iteration 46Q: 3 clusters Score -4068782 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -4068871.750000 Penalty: 1023.128906
	Iteration 47Q: 3 clusters Score -4068872 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64056 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4068918.500000 Penalty: 1023.128906
	Iteration 48Q: 3 clusters Score -4068918 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64345 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -4068964.500000 Penalty: 1023.128906
	Iteration 49Q: 3 clusters Score -4068964 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -4069028.250000 Penalty: 1023.128906
	Iteration 50Q: 3 clusters Score -4069028 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4069084.250000 Penalty: 1023.128906
	Iteration 51Q: 3 clusters Score -4069084 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4069136.250000 Penalty: 1023.128906
	Iteration 52Q: 3 clusters Score -4069136 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -4069194.500000 Penalty: 1023.128906
	Iteration 53Q: 3 clusters Score -4069194 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -4069248.750000 Penalty: 1023.128906
	Iteration 54Q: 3 clusters Score -4069249 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4069331.750000 Penalty: 1023.128906
	Iteration 55Q: 3 clusters Score -4069332 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -4069416.500000 Penalty: 1023.128906
	Iteration 56Q: 3 clusters Score -4069416 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66687 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -4069452.750000 Penalty: 1023.128906
	Iteration 57Q: 3 clusters Score -4069453 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -4069533.750000 Penalty: 1023.128906
	Iteration 58Q: 3 clusters Score -4069534 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -4069603.000000 Penalty: 1023.128906
	Iteration 59Q: 3 clusters Score -4069603 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -4069659.250000 Penalty: 1023.128906
	Iteration 60F: 3 clusters Score -4069659 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -4069708.000000 Penalty: 1023.128906
	Iteration 61Q: 3 clusters Score -4069708 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -4069748.750000 Penalty: 1023.128906
	Iteration 62Q: 3 clusters Score -4069749 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -4069776.750000 Penalty: 1023.128906
	Iteration 63Q: 3 clusters Score -4069777 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -4069822.750000 Penalty: 1023.128906
	Iteration 64Q: 3 clusters Score -4069823 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -4069883.750000 Penalty: 1023.128906
	Iteration 65Q: 3 clusters Score -4069884 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69035 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4069923.250000 Penalty: 1023.128906
	Iteration 66Q: 3 clusters Score -4069923 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -4069974.000000 Penalty: 1023.128906
	Iteration 67Q: 3 clusters Score -4069974 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -4070014.500000 Penalty: 1023.128906
	Iteration 68Q: 3 clusters Score -4070014 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4070066.500000 Penalty: 1023.128906
	Iteration 69Q: 3 clusters Score -4070066 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70008 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4070119.750000 Penalty: 1023.128906
	Iteration 70Q: 3 clusters Score -4070120 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -4070180.000000 Penalty: 1023.128906
	Iteration 71Q: 3 clusters Score -4070180 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -4070254.000000 Penalty: 1023.128906
	Iteration 72Q: 3 clusters Score -4070254 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -4070292.750000 Penalty: 1023.128906
	Iteration 73Q: 3 clusters Score -4070293 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4070337.750000 Penalty: 1023.128906
	Iteration 74Q: 3 clusters Score -4070338 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4070388.500000 Penalty: 1023.128906
	Iteration 75Q: 3 clusters Score -4070388 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4070445.250000 Penalty: 1023.128906
	Iteration 76Q: 3 clusters Score -4070445 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71644 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4070481.750000 Penalty: 1023.128906
	Iteration 77Q: 3 clusters Score -4070482 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -4070542.000000 Penalty: 1023.128906
	Iteration 78Q: 3 clusters Score -4070542 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4070606.750000 Penalty: 1023.128906
	Iteration 79Q: 3 clusters Score -4070607 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4070682.750000 Penalty: 1023.128906
	Iteration 80F: 3 clusters Score -4070683 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4070718.250000 Penalty: 1023.128906
	Iteration 81Q: 3 clusters Score -4070718 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4070763.000000 Penalty: 1023.128906
	Iteration 82Q: 3 clusters Score -4070763 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4070803.750000 Penalty: 1023.128906
	Iteration 83Q: 3 clusters Score -4070804 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4070847.750000 Penalty: 1023.128906
	Iteration 84Q: 3 clusters Score -4070848 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73241 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4070877.000000 Penalty: 1023.128906
	Iteration 85Q: 3 clusters Score -4070877 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4070915.250000 Penalty: 1023.128906
	Iteration 86Q: 3 clusters Score -4070915 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4070959.500000 Penalty: 1023.128906
	Iteration 87Q: 3 clusters Score -4070960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4070980.000000 Penalty: 1023.128906
	Iteration 88Q: 3 clusters Score -4070980 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4071012.500000 Penalty: 1023.128906
	Iteration 89Q: 3 clusters Score -4071012 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73925 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4071027.000000 Penalty: 1023.128906
	Iteration 90Q: 3 clusters Score -4071027 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74055 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4071059.250000 Penalty: 1023.128906
	Iteration 91Q: 3 clusters Score -4071059 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74184 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4071112.750000 Penalty: 1023.128906
	Iteration 92Q: 3 clusters Score -4071113 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74328 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4071162.000000 Penalty: 1023.128906
	Iteration 93Q: 3 clusters Score -4071162 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4071186.750000 Penalty: 1023.128906
	Iteration 94Q: 3 clusters Score -4071187 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4071215.750000 Penalty: 1023.128906
	Iteration 95Q: 3 clusters Score -4071216 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4071255.000000 Penalty: 1023.128906
	Iteration 96Q: 3 clusters Score -4071255 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74820 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4071297.500000 Penalty: 1023.128906
	Iteration 97Q: 3 clusters Score -4071298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74931 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4071337.500000 Penalty: 1023.128906
	Iteration 98Q: 3 clusters Score -4071338 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75048 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4071375.250000 Penalty: 1023.128906
	Iteration 99Q: 3 clusters Score -4071375 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4071403.250000 Penalty: 1023.128906
	Iteration 100F: 3 clusters Score -4071403 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4071457.000000 Penalty: 1023.128906
	Iteration 101Q: 3 clusters Score -4071457 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4071501.500000 Penalty: 1023.128906
	Iteration 102Q: 3 clusters Score -4071502 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4071544.250000 Penalty: 1023.128906
	Iteration 103Q: 3 clusters Score -4071544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4071581.250000 Penalty: 1023.128906
	Iteration 104Q: 3 clusters Score -4071581 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4071620.750000 Penalty: 1023.128906
	Iteration 105Q: 3 clusters Score -4071621 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4071633.250000 Penalty: 1023.128906
	Iteration 106Q: 3 clusters Score -4071633 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4071647.000000 Penalty: 1023.128906
	Iteration 107Q: 3 clusters Score -4071647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4071670.750000 Penalty: 1023.128906
	Iteration 108Q: 3 clusters Score -4071671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4071692.000000 Penalty: 1023.128906
	Iteration 109Q: 3 clusters Score -4071692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4071703.000000 Penalty: 1023.128906
	Iteration 110Q: 3 clusters Score -4071703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4071714.000000 Penalty: 1023.128906
	Iteration 111Q: 3 clusters Score -4071714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4071720.500000 Penalty: 1023.128906
	Iteration 112Q: 3 clusters Score -4071720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4071723.000000 Penalty: 1023.128906
	Iteration 113Q: 3 clusters Score -4071723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4071732.750000 Penalty: 1023.128906
	Iteration 114Q: 3 clusters Score -4071733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4071736.000000 Penalty: 1023.128906
	Iteration 115Q: 3 clusters Score -4071736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4071739.000000 Penalty: 1023.128906
	Iteration 116Q: 3 clusters Score -4071739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4071747.750000 Penalty: 1023.128906
	Iteration 117Q: 3 clusters Score -4071748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4071753.000000 Penalty: 1023.128906
	Iteration 118Q: 3 clusters Score -4071753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4071761.250000 Penalty: 1023.128906
	Iteration 119Q: 3 clusters Score -4071761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4071763.000000 Penalty: 1023.128906
	Iteration 120F: 3 clusters Score -4071763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4071773.500000 Penalty: 1023.128906
	Iteration 121Q: 3 clusters Score -4071774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4071777.250000 Penalty: 1023.128906
	Iteration 122Q: 3 clusters Score -4071777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4071779.750000 Penalty: 1023.128906
	Iteration 123Q: 3 clusters Score -4071780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76123 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4071783.750000 Penalty: 1023.128906
	Iteration 124Q: 3 clusters Score -4071784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4071782.750000 Penalty: 1023.128906
	Iteration 125Q: 3 clusters Score -4071783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4071781.750000 Penalty: 1023.128906
	Iteration 126Q: 3 clusters Score -4071782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4071785.000000 Penalty: 1023.128906
	Iteration 127Q: 3 clusters Score -4071785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4071785.250000 Penalty: 1023.128906
	Iteration 128Q: 3 clusters Score -4071785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4071788.250000 Penalty: 1023.128906
	Iteration 129Q: 3 clusters Score -4071788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76139 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4071793.250000 Penalty: 1023.128906
	Iteration 130Q: 3 clusters Score -4071793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4071792.250000 Penalty: 1023.128906
	Iteration 131Q: 3 clusters Score -4071792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4071794.500000 Penalty: 1023.128906
	Iteration 132Q: 3 clusters Score -4071794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4071795.250000 Penalty: 1023.128906
	Iteration 133Q: 3 clusters Score -4071795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76141 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4071797.250000 Penalty: 1023.128906
	Iteration 134Q: 3 clusters Score -4071797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76143 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4071799.750000 Penalty: 1023.128906
	Iteration 135Q: 3 clusters Score -4071800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4071801.500000 Penalty: 1023.128906
	Iteration 136Q: 3 clusters Score -4071802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4071803.250000 Penalty: 1023.128906
	Iteration 137Q: 3 clusters Score -4071803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4071806.250000 Penalty: 1023.128906
	Iteration 138Q: 3 clusters Score -4071806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4071807.250000 Penalty: 1023.128906
	Iteration 139Q: 3 clusters Score -4071807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76152 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4071807.250000 Penalty: 1023.128906
	Iteration 140F: 3 clusters Score -4071807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -136618.890625 Penalty: 357.638428
	Iteration 0F: 2 clusters Score -136618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -134779.171875 Penalty: 715.276855
	Iteration 0F: 3 clusters Score -134779.2 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -135326.890625 Penalty: 715.276855
	Iteration 1F: 3 clusters Score -135326.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -135403.984375 Penalty: 715.276855
	Iteration 2F: 3 clusters Score -135404 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -135510.593750 Penalty: 715.276855
	Iteration 3F: 3 clusters Score -135510.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -135638.937500 Penalty: 715.276855
	Iteration 4F: 3 clusters Score -135638.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -135773.953125 Penalty: 715.276855
	Iteration 5F: 3 clusters Score -135774 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -135927.796875 Penalty: 715.276855
	Iteration 6F: 3 clusters Score -135927.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -136047.890625 Penalty: 715.276855
	Iteration 7F: 3 clusters Score -136047.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -136125.015625 Penalty: 715.276855
	Iteration 8Q: 3 clusters Score -136125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -136173.765625 Penalty: 715.276855
	Iteration 9Q: 3 clusters Score -136173.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -136209.640625 Penalty: 715.276855
	Iteration 10Q: 3 clusters Score -136209.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -136232.156250 Penalty: 715.276855
	Iteration 11Q: 3 clusters Score -136232.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -136249.984375 Penalty: 715.276855
	Iteration 12Q: 3 clusters Score -136250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -136270.765625 Penalty: 715.276855
	Iteration 13Q: 3 clusters Score -136270.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -136286.859375 Penalty: 715.276855
	Iteration 14Q: 3 clusters Score -136286.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -136302.640625 Penalty: 715.276855
	Iteration 15Q: 3 clusters Score -136302.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -136312.953125 Penalty: 715.276855
	Iteration 16Q: 3 clusters Score -136313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -136320.031250 Penalty: 715.276855
	Iteration 17Q: 3 clusters Score -136320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -136325.703125 Penalty: 715.276855
	Iteration 18Q: 3 clusters Score -136325.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -136328.625000 Penalty: 715.276855
	Iteration 19Q: 3 clusters Score -136328.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -136331.078125 Penalty: 715.276855
	Iteration 20F: 3 clusters Score -136331.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -136334.562500 Penalty: 715.276855
	Iteration 21Q: 3 clusters Score -136334.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -136337.312500 Penalty: 715.276855
	Iteration 22Q: 3 clusters Score -136337.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -136339.046875 Penalty: 715.276855
	Iteration 23Q: 3 clusters Score -136339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -136343.593750 Penalty: 715.276855
	Iteration 24Q: 3 clusters Score -136343.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -136348.046875 Penalty: 715.276855
	Iteration 25Q: 3 clusters Score -136348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -136354.015625 Penalty: 715.276855
	Iteration 26Q: 3 clusters Score -136354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -136356.015625 Penalty: 715.276855
	Iteration 27Q: 3 clusters Score -136356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -136357.562500 Penalty: 715.276855
	Iteration 28Q: 3 clusters Score -136357.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -136358.187500 Penalty: 715.276855
	Iteration 29Q: 3 clusters Score -136358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -136358.578125 Penalty: 715.276855
	Iteration 30Q: 3 clusters Score -136358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -136359.015625 Penalty: 715.276855
	Iteration 31Q: 3 clusters Score -136359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -136359.531250 Penalty: 715.276855
	Iteration 32Q: 3 clusters Score -136359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -136359.484375 Penalty: 715.276855
	Iteration 33Q: 3 clusters Score -136359.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -136359.484375 Penalty: 715.276855
	Iteration 34F: 3 clusters Score -136359.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Entering Unmasked Estep 
Score: -2423228.500000 Penalty: 485.567444
	Iteration 0F: 2 clusters Score -2423228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2394520.750000 Penalty: 971.134888
	Iteration 0F: 3 clusters Score -2394521 nChanged 20811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2406531.000000 Penalty: 971.134888
	Iteration 1F: 3 clusters Score -2406531 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2407143.000000 Penalty: 971.134888
	Iteration 2Q: 3 clusters Score -2407143 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2408200.000000 Penalty: 971.134888
	Iteration 3Q: 3 clusters Score -2408200 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2410000.750000 Penalty: 971.134888
	Iteration 4F: 3 clusters Score -2410001 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2412558.000000 Penalty: 971.134888
	Iteration 5F: 3 clusters Score -2412558 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2415406.500000 Penalty: 971.134888
	Iteration 6F: 3 clusters Score -2415406 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2417637.750000 Penalty: 971.134888
	Iteration 7F: 3 clusters Score -2417638 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2419121.250000 Penalty: 971.134888
	Iteration 8Q: 3 clusters Score -2419121 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2420001.750000 Penalty: 971.134888
	Iteration 9Q: 3 clusters Score -2420002 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2420566.500000 Penalty: 971.134888
	Iteration 10Q: 3 clusters Score -2420566 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2421016.500000 Penalty: 971.134888
	Iteration 11Q: 3 clusters Score -2421016 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2421369.000000 Penalty: 971.134888
	Iteration 12Q: 3 clusters Score -2421369 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2421666.000000 Penalty: 971.134888
	Iteration 13Q: 3 clusters Score -2421666 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2421889.000000 Penalty: 971.134888
	Iteration 14Q: 3 clusters Score -2421889 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2422061.250000 Penalty: 971.134888
	Iteration 15Q: 3 clusters Score -2422061 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2422233.500000 Penalty: 971.134888
	Iteration 16Q: 3 clusters Score -2422234 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2422379.500000 Penalty: 971.134888
	Iteration 17Q: 3 clusters Score -2422380 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2422516.500000 Penalty: 971.134888
	Iteration 18Q: 3 clusters Score -2422516 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2422600.500000 Penalty: 971.134888
	Iteration 19Q: 3 clusters Score -2422600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2422675.500000 Penalty: 971.134888
	Iteration 20F: 3 clusters Score -2422676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2422714.250000 Penalty: 971.134888
	Iteration 21Q: 3 clusters Score -2422714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2422747.000000 Penalty: 971.134888
	Iteration 22Q: 3 clusters Score -2422747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2422762.250000 Penalty: 971.134888
	Iteration 23Q: 3 clusters Score -2422762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2422775.000000 Penalty: 971.134888
	Iteration 24Q: 3 clusters Score -2422775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2422786.500000 Penalty: 971.134888
	Iteration 25Q: 3 clusters Score -2422786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2422806.000000 Penalty: 971.134888
	Iteration 26Q: 3 clusters Score -2422806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2422812.750000 Penalty: 971.134888
	Iteration 27Q: 3 clusters Score -2422813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2422810.750000 Penalty: 971.134888
	Iteration 28Q: 3 clusters Score -2422811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2422812.500000 Penalty: 971.134888
	Iteration 29Q: 3 clusters Score -2422812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2422812.500000 Penalty: 971.134888
	Iteration 30F: 3 clusters Score -2422812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Entering Unmasked Estep 
Score: -388308.218750 Penalty: 401.247681
	Iteration 0F: 2 clusters Score -388308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -383763.468750 Penalty: 802.495361
	Iteration 0F: 3 clusters Score -383763.5 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -385492.281250 Penalty: 802.495361
	Iteration 1F: 3 clusters Score -385492.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -385621.031250 Penalty: 802.495361
	Iteration 2F: 3 clusters Score -385621 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -385747.468750 Penalty: 802.495361
	Iteration 3Q: 3 clusters Score -385747.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -385882.000000 Penalty: 802.495361
	Iteration 4Q: 3 clusters Score -385882 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -386062.031250 Penalty: 802.495361
	Iteration 5Q: 3 clusters Score -386062 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -386319.968750 Penalty: 802.495361
	Iteration 6F: 3 clusters Score -386320 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -386658.937500 Penalty: 802.495361
	Iteration 7F: 3 clusters Score -386658.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -387009.218750 Penalty: 802.495361
	Iteration 8F: 3 clusters Score -387009.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -387223.937500 Penalty: 802.495361
	Iteration 9Q: 3 clusters Score -387223.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -387332.906250 Penalty: 802.495361
	Iteration 10Q: 3 clusters Score -387332.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -387407.968750 Penalty: 802.495361
	Iteration 11Q: 3 clusters Score -387408 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -387473.000000 Penalty: 802.495361
	Iteration 12Q: 3 clusters Score -387473 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -387521.218750 Penalty: 802.495361
	Iteration 13Q: 3 clusters Score -387521.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -387559.500000 Penalty: 802.495361
	Iteration 14Q: 3 clusters Score -387559.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -387587.343750 Penalty: 802.495361
	Iteration 15Q: 3 clusters Score -387587.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -387601.218750 Penalty: 802.495361
	Iteration 16Q: 3 clusters Score -387601.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -387610.125000 Penalty: 802.495361
	Iteration 17Q: 3 clusters Score -387610.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -387615.093750 Penalty: 802.495361
	Iteration 18Q: 3 clusters Score -387615.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -387622.343750 Penalty: 802.495361
	Iteration 19Q: 3 clusters Score -387622.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -387625.687500 Penalty: 802.495361
	Iteration 20F: 3 clusters Score -387625.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -387631.718750 Penalty: 802.495361
	Iteration 21Q: 3 clusters Score -387631.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -387634.750000 Penalty: 802.495361
	Iteration 22Q: 3 clusters Score -387634.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -387637.625000 Penalty: 802.495361
	Iteration 23Q: 3 clusters Score -387637.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -387641.343750 Penalty: 802.495361
	Iteration 24Q: 3 clusters Score -387641.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -387643.156250 Penalty: 802.495361
	Iteration 25Q: 3 clusters Score -387643.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -387647.250000 Penalty: 802.495361
	Iteration 26Q: 3 clusters Score -387647.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -387651.656250 Penalty: 802.495361
	Iteration 27Q: 3 clusters Score -387651.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -387653.656250 Penalty: 802.495361
	Iteration 28Q: 3 clusters Score -387653.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -387655.000000 Penalty: 802.495361
	Iteration 29Q: 3 clusters Score -387655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -387656.062500 Penalty: 802.495361
	Iteration 30Q: 3 clusters Score -387656.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -387655.906250 Penalty: 802.495361
	Iteration 31Q: 3 clusters Score -387655.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -387657.156250 Penalty: 802.495361
	Iteration 32Q: 3 clusters Score -387657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -387657.500000 Penalty: 802.495361
	Iteration 33Q: 3 clusters Score -387657.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -387657.812500 Penalty: 802.495361
	Iteration 34Q: 3 clusters Score -387657.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -387658.062500 Penalty: 802.495361
	Iteration 35Q: 3 clusters Score -387658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -387658.125000 Penalty: 802.495361
	Iteration 36Q: 3 clusters Score -387658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -387657.375000 Penalty: 802.495361
	Iteration 37Q: 3 clusters Score -387657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -387657.656250 Penalty: 802.495361
	Iteration 38Q: 3 clusters Score -387657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -387659.250000 Penalty: 802.495361
	Iteration 39Q: 3 clusters Score -387659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -387659.312500 Penalty: 802.495361
	Iteration 40F: 3 clusters Score -387659.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -387658.906250 Penalty: 802.495361
	Iteration 41Q: 3 clusters Score -387658.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -387659.468750 Penalty: 802.495361
	Iteration 42Q: 3 clusters Score -387659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -387659.312500 Penalty: 802.495361
	Iteration 43Q: 3 clusters Score -387659.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -387659.312500 Penalty: 802.495361
	Iteration 44F: 3 clusters Score -387659.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Entering Unmasked Estep 
Score: -3289469.250000 Penalty: 500.922729
	Iteration 0F: 2 clusters Score -3289469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -3248851.500000 Penalty: 1001.845459
	Iteration 0F: 3 clusters Score -3248852 nChanged 29316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -3266403.000000 Penalty: 1001.845459
	Iteration 1F: 3 clusters Score -3266403 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -3267385.500000 Penalty: 1001.845459
	Iteration 2Q: 3 clusters Score -3267386 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -3269146.500000 Penalty: 1001.845459
	Iteration 3F: 3 clusters Score -3269146 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -3272008.250000 Penalty: 1001.845459
	Iteration 4F: 3 clusters Score -3272008 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -3276033.500000 Penalty: 1001.845459
	Iteration 5F: 3 clusters Score -3276034 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -3280316.750000 Penalty: 1001.845459
	Iteration 6F: 3 clusters Score -3280317 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -3283634.000000 Penalty: 1001.845459
	Iteration 7F: 3 clusters Score -3283634 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -3285446.000000 Penalty: 1001.845459
	Iteration 8Q: 3 clusters Score -3285446 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -3286390.750000 Penalty: 1001.845459
	Iteration 9Q: 3 clusters Score -3286391 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -3286922.750000 Penalty: 1001.845459
	Iteration 10Q: 3 clusters Score -3286923 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -3287238.000000 Penalty: 1001.845459
	Iteration 11Q: 3 clusters Score -3287238 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -3287493.750000 Penalty: 1001.845459
	Iteration 12Q: 3 clusters Score -3287494 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -3287681.000000 Penalty: 1001.845459
	Iteration 13Q: 3 clusters Score -3287681 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -3287860.250000 Penalty: 1001.845459
	Iteration 14Q: 3 clusters Score -3287860 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -3288038.000000 Penalty: 1001.845459
	Iteration 15Q: 3 clusters Score -3288038 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -3288176.500000 Penalty: 1001.845459
	Iteration 16Q: 3 clusters Score -3288176 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -3288273.500000 Penalty: 1001.845459
	Iteration 17Q: 3 clusters Score -3288274 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -3288354.750000 Penalty: 1001.845459
	Iteration 18Q: 3 clusters Score -3288355 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -3288432.000000 Penalty: 1001.845459
	Iteration 19Q: 3 clusters Score -3288432 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -3288497.500000 Penalty: 1001.845459
	Iteration 20F: 3 clusters Score -3288498 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -3288572.250000 Penalty: 1001.845459
	Iteration 21Q: 3 clusters Score -3288572 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -3288634.000000 Penalty: 1001.845459
	Iteration 22Q: 3 clusters Score -3288634 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 59318 members 
Entering Unmasked Estep 
Score: -3288679.500000 Penalty: 1001.845459
	Iteration 23Q: 3 clusters Score -3288680 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -3288739.250000 Penalty: 1001.845459
	Iteration 24Q: 3 clusters Score -3288739 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -3288787.250000 Penalty: 1001.845459
	Iteration 25Q: 3 clusters Score -3288787 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -3288819.750000 Penalty: 1001.845459
	Iteration 26Q: 3 clusters Score -3288820 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -3288858.500000 Penalty: 1001.845459
	Iteration 27Q: 3 clusters Score -3288858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -3288893.750000 Penalty: 1001.845459
	Iteration 28Q: 3 clusters Score -3288894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 59874 members 
Entering Unmasked Estep 
Score: -3288919.750000 Penalty: 1001.845459
	Iteration 29Q: 3 clusters Score -3288920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -3288937.000000 Penalty: 1001.845459
	Iteration 30Q: 3 clusters Score -3288937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -3288957.000000 Penalty: 1001.845459
	Iteration 31Q: 3 clusters Score -3288957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -3288973.250000 Penalty: 1001.845459
	Iteration 32Q: 3 clusters Score -3288973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -3288980.000000 Penalty: 1001.845459
	Iteration 33Q: 3 clusters Score -3288980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -3288984.750000 Penalty: 1001.845459
	Iteration 34Q: 3 clusters Score -3288985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -3288990.250000 Penalty: 1001.845459
	Iteration 35Q: 3 clusters Score -3288990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -3288992.750000 Penalty: 1001.845459
	Iteration 36Q: 3 clusters Score -3288993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -3288994.250000 Penalty: 1001.845459
	Iteration 37Q: 3 clusters Score -3288994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -3288994.750000 Penalty: 1001.845459
	Iteration 38Q: 3 clusters Score -3288995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -3288995.000000 Penalty: 1001.845459
	Iteration 39Q: 3 clusters Score -3288995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -3288994.750000 Penalty: 1001.845459
	Iteration 40F: 3 clusters Score -3288995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 60059 members 
Entering Unmasked Estep 
Score: -3288995.250000 Penalty: 1001.845459
	Iteration 41Q: 3 clusters Score -3288995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -3288998.000000 Penalty: 1001.845459
	Iteration 42Q: 3 clusters Score -3288998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -3288998.750000 Penalty: 1001.845459
	Iteration 43Q: 3 clusters Score -3288999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -3288999.000000 Penalty: 1001.845459
	Iteration 44Q: 3 clusters Score -3288999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -3288999.250000 Penalty: 1001.845459
	Iteration 45Q: 3 clusters Score -3288999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -3288997.000000 Penalty: 1001.845459
	Iteration 46Q: 3 clusters Score -3288997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -3288998.500000 Penalty: 1001.845459
	Iteration 47Q: 3 clusters Score -3288998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -3288999.000000 Penalty: 1001.845459
	Iteration 48Q: 3 clusters Score -3288999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -3288996.000000 Penalty: 1001.845459
	Iteration 49Q: 3 clusters Score -3288996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -3288997.500000 Penalty: 1001.845459
	Iteration 50Q: 3 clusters Score -3288998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -3288999.750000 Penalty: 1001.845459
	Iteration 51Q: 3 clusters Score -3289000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -3288999.000000 Penalty: 1001.845459
	Iteration 52Q: 3 clusters Score -3288999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -3288999.250000 Penalty: 1001.845459
	Iteration 53Q: 3 clusters Score -3288999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 60081 members 
Entering Unmasked Estep 
Score: -3288999.250000 Penalty: 1001.845459
	Iteration 54Q: 3 clusters Score -3288999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -3288999.000000 Penalty: 1001.845459
	Iteration 55Q: 3 clusters Score -3288999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
Score: -3289000.250000 Penalty: 1001.845459
	Iteration 56Q: 3 clusters Score -3289000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -3289001.500000 Penalty: 1001.845459
	Iteration 57Q: 3 clusters Score -3289002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -3289002.250000 Penalty: 1001.845459
	Iteration 58Q: 3 clusters Score -3289002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -3289001.250000 Penalty: 1001.845459
	Iteration 59Q: 3 clusters Score -3289001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -3289000.750000 Penalty: 1001.845459
	Iteration 60F: 3 clusters Score -3289001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -3289004.250000 Penalty: 1001.845459
	Iteration 61Q: 3 clusters Score -3289004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -3289004.000000 Penalty: 1001.845459
	Iteration 62Q: 3 clusters Score -3289004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
Score: -3289006.250000 Penalty: 1001.845459
	Iteration 63Q: 3 clusters Score -3289006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -3289008.000000 Penalty: 1001.845459
	Iteration 64Q: 3 clusters Score -3289008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -3289013.500000 Penalty: 1001.845459
	Iteration 65Q: 3 clusters Score -3289014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -3289015.250000 Penalty: 1001.845459
	Iteration 66Q: 3 clusters Score -3289015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -3289018.500000 Penalty: 1001.845459
	Iteration 67Q: 3 clusters Score -3289018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -3289022.250000 Penalty: 1001.845459
	Iteration 68Q: 3 clusters Score -3289022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -3289029.000000 Penalty: 1001.845459
	Iteration 69Q: 3 clusters Score -3289029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -3289026.500000 Penalty: 1001.845459
	Iteration 70Q: 3 clusters Score -3289026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -3289024.750000 Penalty: 1001.845459
	Iteration 71Q: 3 clusters Score -3289025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -3289024.750000 Penalty: 1001.845459
	Iteration 72F: 3 clusters Score -3289025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Entering Unmasked Estep 
Score: -243067.593750 Penalty: 384.639435
	Iteration 0F: 2 clusters Score -243067.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -239874.515625 Penalty: 769.278870
	Iteration 0F: 3 clusters Score -239874.5 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -241260.046875 Penalty: 769.278870
	Iteration 1F: 3 clusters Score -241260 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -241580.750000 Penalty: 769.278870
	Iteration 2F: 3 clusters Score -241580.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -241865.968750 Penalty: 769.278870
	Iteration 3F: 3 clusters Score -241866 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -242107.156250 Penalty: 769.278870
	Iteration 4F: 3 clusters Score -242107.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242311.031250 Penalty: 769.278870
	Iteration 5Q: 3 clusters Score -242311 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -242457.515625 Penalty: 769.278870
	Iteration 6Q: 3 clusters Score -242457.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -242548.078125 Penalty: 769.278870
	Iteration 7Q: 3 clusters Score -242548.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -242595.828125 Penalty: 769.278870
	Iteration 8Q: 3 clusters Score -242595.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -242630.343750 Penalty: 769.278870
	Iteration 9Q: 3 clusters Score -242630.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -242656.468750 Penalty: 769.278870
	Iteration 10Q: 3 clusters Score -242656.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -242683.390625 Penalty: 769.278870
	Iteration 11Q: 3 clusters Score -242683.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -242699.609375 Penalty: 769.278870
	Iteration 12Q: 3 clusters Score -242699.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -242710.250000 Penalty: 769.278870
	Iteration 13Q: 3 clusters Score -242710.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -242719.140625 Penalty: 769.278870
	Iteration 14Q: 3 clusters Score -242719.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -242727.359375 Penalty: 769.278870
	Iteration 15Q: 3 clusters Score -242727.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -242733.890625 Penalty: 769.278870
	Iteration 16Q: 3 clusters Score -242733.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -242738.343750 Penalty: 769.278870
	Iteration 17Q: 3 clusters Score -242738.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -242743.625000 Penalty: 769.278870
	Iteration 18Q: 3 clusters Score -242743.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -242748.187500 Penalty: 769.278870
	Iteration 19Q: 3 clusters Score -242748.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -242752.765625 Penalty: 769.278870
	Iteration 20F: 3 clusters Score -242752.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -242754.328125 Penalty: 769.278870
	Iteration 21Q: 3 clusters Score -242754.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -242755.531250 Penalty: 769.278870
	Iteration 22Q: 3 clusters Score -242755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -242756.468750 Penalty: 769.278870
	Iteration 23Q: 3 clusters Score -242756.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -242756.687500 Penalty: 769.278870
	Iteration 24Q: 3 clusters Score -242756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -242757.156250 Penalty: 769.278870
	Iteration 25Q: 3 clusters Score -242757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -242757.515625 Penalty: 769.278870
	Iteration 26Q: 3 clusters Score -242757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -242758.546875 Penalty: 769.278870
	Iteration 27Q: 3 clusters Score -242758.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -242760.375000 Penalty: 769.278870
	Iteration 28Q: 3 clusters Score -242760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -242761.828125 Penalty: 769.278870
	Iteration 29Q: 3 clusters Score -242761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -242765.078125 Penalty: 769.278870
	Iteration 30Q: 3 clusters Score -242765.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -242767.875000 Penalty: 769.278870
	Iteration 31Q: 3 clusters Score -242767.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -242769.609375 Penalty: 769.278870
	Iteration 32Q: 3 clusters Score -242769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -242772.250000 Penalty: 769.278870
	Iteration 33Q: 3 clusters Score -242772.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -242777.484375 Penalty: 769.278870
	Iteration 34Q: 3 clusters Score -242777.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -242780.578125 Penalty: 769.278870
	Iteration 35Q: 3 clusters Score -242780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -242782.203125 Penalty: 769.278870
	Iteration 36Q: 3 clusters Score -242782.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -242785.140625 Penalty: 769.278870
	Iteration 37Q: 3 clusters Score -242785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -242786.687500 Penalty: 769.278870
	Iteration 38Q: 3 clusters Score -242786.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -242788.171875 Penalty: 769.278870
	Iteration 39Q: 3 clusters Score -242788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -242791.515625 Penalty: 769.278870
	Iteration 40F: 3 clusters Score -242791.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -242794.625000 Penalty: 769.278870
	Iteration 41Q: 3 clusters Score -242794.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -242800.562500 Penalty: 769.278870
	Iteration 42Q: 3 clusters Score -242800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -242803.515625 Penalty: 769.278870
	Iteration 43Q: 3 clusters Score -242803.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -242804.437500 Penalty: 769.278870
	Iteration 44Q: 3 clusters Score -242804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -242804.953125 Penalty: 769.278870
	Iteration 45Q: 3 clusters Score -242805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -242805.937500 Penalty: 769.278870
	Iteration 46Q: 3 clusters Score -242805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -242805.796875 Penalty: 769.278870
	Iteration 47Q: 3 clusters Score -242805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -242807.093750 Penalty: 769.278870
	Iteration 48Q: 3 clusters Score -242807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -242807.906250 Penalty: 769.278870
	Iteration 49Q: 3 clusters Score -242807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -242809.000000 Penalty: 769.278870
	Iteration 50Q: 3 clusters Score -242809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -242809.578125 Penalty: 769.278870
	Iteration 51Q: 3 clusters Score -242809.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -242809.656250 Penalty: 769.278870
	Iteration 52Q: 3 clusters Score -242809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -242809.656250 Penalty: 769.278870
	Iteration 53F: 3 clusters Score -242809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Entering Unmasked Estep 
Score: -91614.773438 Penalty: 337.636353
	Iteration 0F: 2 clusters Score -91614.77 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 802 members 
Entering Unmasked Estep 
Score: -90408.515625 Penalty: 675.272705
	Iteration 0F: 3 clusters Score -90408.52 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -90772.429688 Penalty: 675.272705
	Iteration 1F: 3 clusters Score -90772.43 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -90856.882812 Penalty: 675.272705
	Iteration 2F: 3 clusters Score -90856.88 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -90929.289062 Penalty: 675.272705
	Iteration 3F: 3 clusters Score -90929.29 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -90993.359375 Penalty: 675.272705
	Iteration 4F: 3 clusters Score -90993.36 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -91102.296875 Penalty: 675.272705
	Iteration 5Q: 3 clusters Score -91102.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -91205.265625 Penalty: 675.272705
	Iteration 6F: 3 clusters Score -91205.27 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -91301.695312 Penalty: 675.272705
	Iteration 7F: 3 clusters Score -91301.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -91373.328125 Penalty: 675.272705
	Iteration 8Q: 3 clusters Score -91373.33 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -91409.757812 Penalty: 675.272705
	Iteration 9Q: 3 clusters Score -91409.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -91432.632812 Penalty: 675.272705
	Iteration 10Q: 3 clusters Score -91432.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -91444.984375 Penalty: 675.272705
	Iteration 11Q: 3 clusters Score -91444.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -91449.789062 Penalty: 675.272705
	Iteration 12Q: 3 clusters Score -91449.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -91451.062500 Penalty: 675.272705
	Iteration 13Q: 3 clusters Score -91451.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -91452.117188 Penalty: 675.272705
	Iteration 14Q: 3 clusters Score -91452.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -91452.648438 Penalty: 675.272705
	Iteration 15Q: 3 clusters Score -91452.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -91453.187500 Penalty: 675.272705
	Iteration 16Q: 3 clusters Score -91453.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -91453.468750 Penalty: 675.272705
	Iteration 17Q: 3 clusters Score -91453.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -91453.468750 Penalty: 675.272705
	Iteration 18F: 3 clusters Score -91453.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -70908.453125 Penalty: 325.747772
	Iteration 0F: 2 clusters Score -70908.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -69905.835938 Penalty: 651.495544
	Iteration 0F: 3 clusters Score -69905.84 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -70220.187500 Penalty: 651.495544
	Iteration 1F: 3 clusters Score -70220.19 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -70259.578125 Penalty: 651.495544
	Iteration 2F: 3 clusters Score -70259.58 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -70292.609375 Penalty: 651.495544
	Iteration 3Q: 3 clusters Score -70292.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -70319.546875 Penalty: 651.495544
	Iteration 4Q: 3 clusters Score -70319.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -70345.585938 Penalty: 651.495544
	Iteration 5Q: 3 clusters Score -70345.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -70372.281250 Penalty: 651.495544
	Iteration 6Q: 3 clusters Score -70372.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -70401.171875 Penalty: 651.495544
	Iteration 7Q: 3 clusters Score -70401.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -70414.265625 Penalty: 651.495544
	Iteration 8Q: 3 clusters Score -70414.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -70426.750000 Penalty: 651.495544
	Iteration 9Q: 3 clusters Score -70426.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -70440.171875 Penalty: 651.495544
	Iteration 10Q: 3 clusters Score -70440.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -70453.835938 Penalty: 651.495544
	Iteration 11Q: 3 clusters Score -70453.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -70468.476562 Penalty: 651.495544
	Iteration 12Q: 3 clusters Score -70468.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -70485.750000 Penalty: 651.495544
	Iteration 13Q: 3 clusters Score -70485.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -70502.382812 Penalty: 651.495544
	Iteration 14Q: 3 clusters Score -70502.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -70518.203125 Penalty: 651.495544
	Iteration 15Q: 3 clusters Score -70518.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -70524.632812 Penalty: 651.495544
	Iteration 16Q: 3 clusters Score -70524.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -70528.117188 Penalty: 651.495544
	Iteration 17Q: 3 clusters Score -70528.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -70529.867188 Penalty: 651.495544
	Iteration 18Q: 3 clusters Score -70529.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -70531.656250 Penalty: 651.495544
	Iteration 19Q: 3 clusters Score -70531.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -70533.515625 Penalty: 651.495544
	Iteration 20F: 3 clusters Score -70533.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -70534.523438 Penalty: 651.495544
	Iteration 21Q: 3 clusters Score -70534.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -70535.421875 Penalty: 651.495544
	Iteration 22Q: 3 clusters Score -70535.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -70536.632812 Penalty: 651.495544
	Iteration 23Q: 3 clusters Score -70536.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -70537.414062 Penalty: 651.495544
	Iteration 24Q: 3 clusters Score -70537.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -70537.906250 Penalty: 651.495544
	Iteration 25Q: 3 clusters Score -70537.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -70538.742188 Penalty: 651.495544
	Iteration 26Q: 3 clusters Score -70538.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -70539.835938 Penalty: 651.495544
	Iteration 27Q: 3 clusters Score -70539.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -70541.882812 Penalty: 651.495544
	Iteration 28Q: 3 clusters Score -70541.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -70543.265625 Penalty: 651.495544
	Iteration 29Q: 3 clusters Score -70543.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -70543.757812 Penalty: 651.495544
	Iteration 30Q: 3 clusters Score -70543.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -70543.976562 Penalty: 651.495544
	Iteration 31Q: 3 clusters Score -70543.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -70545.015625 Penalty: 651.495544
	Iteration 32Q: 3 clusters Score -70545.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -70547.890625 Penalty: 651.495544
	Iteration 33Q: 3 clusters Score -70547.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -70551.406250 Penalty: 651.495544
	Iteration 34Q: 3 clusters Score -70551.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -70552.554688 Penalty: 651.495544
	Iteration 35Q: 3 clusters Score -70552.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -70553.109375 Penalty: 651.495544
	Iteration 36Q: 3 clusters Score -70553.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -70553.500000 Penalty: 651.495544
	Iteration 37Q: 3 clusters Score -70553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -70553.578125 Penalty: 651.495544
	Iteration 38Q: 3 clusters Score -70553.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -70554.351562 Penalty: 651.495544
	Iteration 39Q: 3 clusters Score -70554.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -70554.421875 Penalty: 651.495544
	Iteration 40F: 3 clusters Score -70554.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -70554.695312 Penalty: 651.495544
	Iteration 41Q: 3 clusters Score -70554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -70554.804688 Penalty: 651.495544
	Iteration 42Q: 3 clusters Score -70554.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -70554.804688 Penalty: 651.495544
	Iteration 43F: 3 clusters Score -70554.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -85653.398438 Penalty: 336.112610
	Iteration 0F: 2 clusters Score -85653.4 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 817 members 
Entering Unmasked Estep 
Score: -84484.070312 Penalty: 672.225220
	Iteration 0F: 3 clusters Score -84484.07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -84893.664062 Penalty: 672.225220
	Iteration 1F: 3 clusters Score -84893.66 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -85037.953125 Penalty: 672.225220
	Iteration 2F: 3 clusters Score -85037.95 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -85179.500000 Penalty: 672.225220
	Iteration 3F: 3 clusters Score -85179.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -85303.820312 Penalty: 672.225220
	Iteration 4F: 3 clusters Score -85303.82 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -85407.718750 Penalty: 672.225220
	Iteration 5F: 3 clusters Score -85407.72 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -85503.226562 Penalty: 672.225220
	Iteration 6F: 3 clusters Score -85503.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -85558.593750 Penalty: 672.225220
	Iteration 7Q: 3 clusters Score -85558.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -85580.671875 Penalty: 672.225220
	Iteration 8Q: 3 clusters Score -85580.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -85588.765625 Penalty: 672.225220
	Iteration 9Q: 3 clusters Score -85588.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -85591.179688 Penalty: 672.225220
	Iteration 10Q: 3 clusters Score -85591.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -85594.664062 Penalty: 672.225220
	Iteration 11Q: 3 clusters Score -85594.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -85598.531250 Penalty: 672.225220
	Iteration 12Q: 3 clusters Score -85598.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -85599.562500 Penalty: 672.225220
	Iteration 13Q: 3 clusters Score -85599.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -85600.515625 Penalty: 672.225220
	Iteration 14Q: 3 clusters Score -85600.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -85600.734375 Penalty: 672.225220
	Iteration 15Q: 3 clusters Score -85600.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -85600.921875 Penalty: 672.225220
	Iteration 16Q: 3 clusters Score -85600.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -85600.921875 Penalty: 672.225220
	Iteration 17F: 3 clusters Score -85600.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -76310.929688 Penalty: 335.345490
	Iteration 0F: 2 clusters Score -76310.93 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 766 members 
Entering Unmasked Estep 
Score: -75133.398438 Penalty: 670.690979
	Iteration 0F: 3 clusters Score -75133.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -75555.898438 Penalty: 670.690979
	Iteration 1F: 3 clusters Score -75555.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -75646.093750 Penalty: 670.690979
	Iteration 2F: 3 clusters Score -75646.09 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -75710.703125 Penalty: 670.690979
	Iteration 3F: 3 clusters Score -75710.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -75760.039062 Penalty: 670.690979
	Iteration 4Q: 3 clusters Score -75760.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -75802.820312 Penalty: 670.690979
	Iteration 5Q: 3 clusters Score -75802.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -75845.335938 Penalty: 670.690979
	Iteration 6Q: 3 clusters Score -75845.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75878.289062 Penalty: 670.690979
	Iteration 7Q: 3 clusters Score -75878.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75910.632812 Penalty: 670.690979
	Iteration 8Q: 3 clusters Score -75910.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75932.742188 Penalty: 670.690979
	Iteration 9Q: 3 clusters Score -75932.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75948.210938 Penalty: 670.690979
	Iteration 10Q: 3 clusters Score -75948.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75961.968750 Penalty: 670.690979
	Iteration 11Q: 3 clusters Score -75961.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75982.195312 Penalty: 670.690979
	Iteration 12Q: 3 clusters Score -75982.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75996.968750 Penalty: 670.690979
	Iteration 13Q: 3 clusters Score -75996.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -76013.648438 Penalty: 670.690979
	Iteration 14Q: 3 clusters Score -76013.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76027.281250 Penalty: 670.690979
	Iteration 15Q: 3 clusters Score -76027.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76036.164062 Penalty: 670.690979
	Iteration 16Q: 3 clusters Score -76036.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76041.671875 Penalty: 670.690979
	Iteration 17Q: 3 clusters Score -76041.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -76050.718750 Penalty: 670.690979
	Iteration 18Q: 3 clusters Score -76050.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76057.742188 Penalty: 670.690979
	Iteration 19Q: 3 clusters Score -76057.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -76059.843750 Penalty: 670.690979
	Iteration 20F: 3 clusters Score -76059.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76062.179688 Penalty: 670.690979
	Iteration 21Q: 3 clusters Score -76062.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76065.148438 Penalty: 670.690979
	Iteration 22Q: 3 clusters Score -76065.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -76067.968750 Penalty: 670.690979
	Iteration 23Q: 3 clusters Score -76067.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76074.187500 Penalty: 670.690979
	Iteration 24Q: 3 clusters Score -76074.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -76082.187500 Penalty: 670.690979
	Iteration 25Q: 3 clusters Score -76082.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -76095.250000 Penalty: 670.690979
	Iteration 26Q: 3 clusters Score -76095.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -76105.039062 Penalty: 670.690979
	Iteration 27Q: 3 clusters Score -76105.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -76115.554688 Penalty: 670.690979
	Iteration 28Q: 3 clusters Score -76115.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -76119.218750 Penalty: 670.690979
	Iteration 29Q: 3 clusters Score -76119.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -76120.242188 Penalty: 670.690979
	Iteration 30Q: 3 clusters Score -76120.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -76121.281250 Penalty: 670.690979
	Iteration 31Q: 3 clusters Score -76121.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -76121.359375 Penalty: 670.690979
	Iteration 32Q: 3 clusters Score -76121.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -76121.359375 Penalty: 670.690979
	Iteration 33F: 3 clusters Score -76121.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Entering Unmasked Estep 
Score: -3699788.750000 Penalty: 506.827271
	Iteration 0F: 2 clusters Score -3699789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -3653288.250000 Penalty: 1013.654541
	Iteration 0F: 3 clusters Score -3653288 nChanged 33469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -3672991.000000 Penalty: 1013.654541
	Iteration 1F: 3 clusters Score -3672991 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -3673384.750000 Penalty: 1013.654541
	Iteration 2Q: 3 clusters Score -3673385 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -3673906.500000 Penalty: 1013.654541
	Iteration 3Q: 3 clusters Score -3673906 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -3674594.750000 Penalty: 1013.654541
	Iteration 4Q: 3 clusters Score -3674595 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -3675770.500000 Penalty: 1013.654541
	Iteration 5Q: 3 clusters Score -3675770 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -3677677.250000 Penalty: 1013.654541
	Iteration 6Q: 3 clusters Score -3677677 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -3680787.500000 Penalty: 1013.654541
	Iteration 7F: 3 clusters Score -3680788 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -3684671.250000 Penalty: 1013.654541
	Iteration 8F: 3 clusters Score -3684671 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -3687940.500000 Penalty: 1013.654541
	Iteration 9F: 3 clusters Score -3687940 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -3689793.000000 Penalty: 1013.654541
	Iteration 10Q: 3 clusters Score -3689793 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -3690731.000000 Penalty: 1013.654541
	Iteration 11Q: 3 clusters Score -3690731 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -3691459.250000 Penalty: 1013.654541
	Iteration 12Q: 3 clusters Score -3691459 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -3692132.000000 Penalty: 1013.654541
	Iteration 13Q: 3 clusters Score -3692132 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -3692826.750000 Penalty: 1013.654541
	Iteration 14Q: 3 clusters Score -3692827 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 60242 members 
Entering Unmasked Estep 
Score: -3693579.000000 Penalty: 1013.654541
	Iteration 15Q: 3 clusters Score -3693579 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -3694307.000000 Penalty: 1013.654541
	Iteration 16Q: 3 clusters Score -3694307 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -3695016.250000 Penalty: 1013.654541
	Iteration 17Q: 3 clusters Score -3695016 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -3695757.500000 Penalty: 1013.654541
	Iteration 18Q: 3 clusters Score -3695758 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -3696478.250000 Penalty: 1013.654541
	Iteration 19Q: 3 clusters Score -3696478 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -3697137.500000 Penalty: 1013.654541
	Iteration 20F: 3 clusters Score -3697138 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -3697755.500000 Penalty: 1013.654541
	Iteration 21Q: 3 clusters Score -3697756 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -3698340.250000 Penalty: 1013.654541
	Iteration 22Q: 3 clusters Score -3698340 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -3698792.500000 Penalty: 1013.654541
	Iteration 23Q: 3 clusters Score -3698792 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 68416 members 
Entering Unmasked Estep 
Score: -3699062.750000 Penalty: 1013.654541
	Iteration 24Q: 3 clusters Score -3699063 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -3699199.750000 Penalty: 1013.654541
	Iteration 25Q: 3 clusters Score -3699200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -3699289.000000 Penalty: 1013.654541
	Iteration 26Q: 3 clusters Score -3699289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 68724 members 
Entering Unmasked Estep 
Score: -3699316.000000 Penalty: 1013.654541
	Iteration 27Q: 3 clusters Score -3699316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -3699325.500000 Penalty: 1013.654541
	Iteration 28Q: 3 clusters Score -3699326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -3699330.250000 Penalty: 1013.654541
	Iteration 29Q: 3 clusters Score -3699330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -3699337.500000 Penalty: 1013.654541
	Iteration 30Q: 3 clusters Score -3699338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -3699337.500000 Penalty: 1013.654541
	Iteration 31F: 3 clusters Score -3699338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (56078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Entering Unmasked Estep 
Score: -3085558.000000 Penalty: 497.519684
	Iteration 0F: 2 clusters Score -3085558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -3047848.250000 Penalty: 995.039368
	Iteration 0F: 3 clusters Score -3047848 nChanged 27258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3063735.500000 Penalty: 995.039368
	Iteration 1F: 3 clusters Score -3063736 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3064167.750000 Penalty: 995.039368
	Iteration 2Q: 3 clusters Score -3064168 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3064904.500000 Penalty: 995.039368
	Iteration 3Q: 3 clusters Score -3064904 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3066221.750000 Penalty: 995.039368
	Iteration 4Q: 3 clusters Score -3066222 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3068393.250000 Penalty: 995.039368
	Iteration 5F: 3 clusters Score -3068393 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3071628.250000 Penalty: 995.039368
	Iteration 6F: 3 clusters Score -3071628 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3074886.750000 Penalty: 995.039368
	Iteration 7F: 3 clusters Score -3074887 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3077082.750000 Penalty: 995.039368
	Iteration 8F: 3 clusters Score -3077083 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3078332.000000 Penalty: 995.039368
	Iteration 9Q: 3 clusters Score -3078332 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3079232.500000 Penalty: 995.039368
	Iteration 10Q: 3 clusters Score -3079232 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3079965.250000 Penalty: 995.039368
	Iteration 11Q: 3 clusters Score -3079965 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3080666.250000 Penalty: 995.039368
	Iteration 12Q: 3 clusters Score -3080666 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3081322.000000 Penalty: 995.039368
	Iteration 13Q: 3 clusters Score -3081322 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3081908.750000 Penalty: 995.039368
	Iteration 14Q: 3 clusters Score -3081909 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3082403.750000 Penalty: 995.039368
	Iteration 15Q: 3 clusters Score -3082404 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3082808.250000 Penalty: 995.039368
	Iteration 16Q: 3 clusters Score -3082808 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3083128.250000 Penalty: 995.039368
	Iteration 17Q: 3 clusters Score -3083128 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3083381.750000 Penalty: 995.039368
	Iteration 18Q: 3 clusters Score -3083382 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3083620.750000 Penalty: 995.039368
	Iteration 19Q: 3 clusters Score -3083621 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3083821.750000 Penalty: 995.039368
	Iteration 20F: 3 clusters Score -3083822 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3083987.250000 Penalty: 995.039368
	Iteration 21Q: 3 clusters Score -3083987 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3084146.250000 Penalty: 995.039368
	Iteration 22Q: 3 clusters Score -3084146 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3084290.000000 Penalty: 995.039368
	Iteration 23Q: 3 clusters Score -3084290 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3084386.750000 Penalty: 995.039368
	Iteration 24Q: 3 clusters Score -3084387 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3084467.000000 Penalty: 995.039368
	Iteration 25Q: 3 clusters Score -3084467 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3084526.250000 Penalty: 995.039368
	Iteration 26Q: 3 clusters Score -3084526 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3084569.500000 Penalty: 995.039368
	Iteration 27Q: 3 clusters Score -3084570 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3084606.000000 Penalty: 995.039368
	Iteration 28Q: 3 clusters Score -3084606 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3084636.500000 Penalty: 995.039368
	Iteration 29Q: 3 clusters Score -3084636 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3084662.500000 Penalty: 995.039368
	Iteration 30Q: 3 clusters Score -3084662 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3084698.000000 Penalty: 995.039368
	Iteration 31Q: 3 clusters Score -3084698 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3084724.000000 Penalty: 995.039368
	Iteration 32Q: 3 clusters Score -3084724 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3084747.500000 Penalty: 995.039368
	Iteration 33Q: 3 clusters Score -3084748 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3084768.500000 Penalty: 995.039368
	Iteration 34Q: 3 clusters Score -3084768 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3084800.250000 Penalty: 995.039368
	Iteration 35Q: 3 clusters Score -3084800 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3084826.500000 Penalty: 995.039368
	Iteration 36Q: 3 clusters Score -3084826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3084851.750000 Penalty: 995.039368
	Iteration 37Q: 3 clusters Score -3084852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3084867.250000 Penalty: 995.039368
	Iteration 38Q: 3 clusters Score -3084867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3084889.250000 Penalty: 995.039368
	Iteration 39Q: 3 clusters Score -3084889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3084901.500000 Penalty: 995.039368
	Iteration 40F: 3 clusters Score -3084902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3084911.250000 Penalty: 995.039368
	Iteration 41Q: 3 clusters Score -3084911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3084923.000000 Penalty: 995.039368
	Iteration 42Q: 3 clusters Score -3084923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3084947.750000 Penalty: 995.039368
	Iteration 43Q: 3 clusters Score -3084948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3084961.750000 Penalty: 995.039368
	Iteration 44Q: 3 clusters Score -3084962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3084981.500000 Penalty: 995.039368
	Iteration 45Q: 3 clusters Score -3084982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3084996.500000 Penalty: 995.039368
	Iteration 46Q: 3 clusters Score -3084996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3085001.750000 Penalty: 995.039368
	Iteration 47Q: 3 clusters Score -3085002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3085009.000000 Penalty: 995.039368
	Iteration 48Q: 3 clusters Score -3085009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3085012.250000 Penalty: 995.039368
	Iteration 49Q: 3 clusters Score -3085012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3085019.750000 Penalty: 995.039368
	Iteration 50Q: 3 clusters Score -3085020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3085025.000000 Penalty: 995.039368
	Iteration 51Q: 3 clusters Score -3085025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3085026.750000 Penalty: 995.039368
	Iteration 52Q: 3 clusters Score -3085027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3085031.250000 Penalty: 995.039368
	Iteration 53Q: 3 clusters Score -3085031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3085042.250000 Penalty: 995.039368
	Iteration 54Q: 3 clusters Score -3085042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3085040.750000 Penalty: 995.039368
	Iteration 55Q: 3 clusters Score -3085041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3085046.250000 Penalty: 995.039368
	Iteration 56Q: 3 clusters Score -3085046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3085048.500000 Penalty: 995.039368
	Iteration 57Q: 3 clusters Score -3085048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3085052.500000 Penalty: 995.039368
	Iteration 58Q: 3 clusters Score -3085052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3085054.750000 Penalty: 995.039368
	Iteration 59Q: 3 clusters Score -3085055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3085059.500000 Penalty: 995.039368
	Iteration 60F: 3 clusters Score -3085060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3085058.250000 Penalty: 995.039368
	Iteration 61Q: 3 clusters Score -3085058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3085063.750000 Penalty: 995.039368
	Iteration 62Q: 3 clusters Score -3085064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55345 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3085065.750000 Penalty: 995.039368
	Iteration 63Q: 3 clusters Score -3085066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3085075.000000 Penalty: 995.039368
	Iteration 64Q: 3 clusters Score -3085075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3085082.000000 Penalty: 995.039368
	Iteration 65Q: 3 clusters Score -3085082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3085089.000000 Penalty: 995.039368
	Iteration 66Q: 3 clusters Score -3085089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3085098.000000 Penalty: 995.039368
	Iteration 67Q: 3 clusters Score -3085098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3085105.750000 Penalty: 995.039368
	Iteration 68Q: 3 clusters Score -3085106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3085117.250000 Penalty: 995.039368
	Iteration 69Q: 3 clusters Score -3085117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3085120.000000 Penalty: 995.039368
	Iteration 70Q: 3 clusters Score -3085120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3085124.250000 Penalty: 995.039368
	Iteration 71Q: 3 clusters Score -3085124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3085126.500000 Penalty: 995.039368
	Iteration 72Q: 3 clusters Score -3085126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3085134.500000 Penalty: 995.039368
	Iteration 73Q: 3 clusters Score -3085134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3085140.250000 Penalty: 995.039368
	Iteration 74Q: 3 clusters Score -3085140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3085143.750000 Penalty: 995.039368
	Iteration 75Q: 3 clusters Score -3085144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3085150.000000 Penalty: 995.039368
	Iteration 76Q: 3 clusters Score -3085150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3085152.500000 Penalty: 995.039368
	Iteration 77Q: 3 clusters Score -3085152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3085154.500000 Penalty: 995.039368
	Iteration 78Q: 3 clusters Score -3085154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3085156.500000 Penalty: 995.039368
	Iteration 79Q: 3 clusters Score -3085156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3085159.500000 Penalty: 995.039368
	Iteration 80F: 3 clusters Score -3085160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3085163.250000 Penalty: 995.039368
	Iteration 81Q: 3 clusters Score -3085163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3085166.750000 Penalty: 995.039368
	Iteration 82Q: 3 clusters Score -3085167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3085165.000000 Penalty: 995.039368
	Iteration 83Q: 3 clusters Score -3085165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3085166.250000 Penalty: 995.039368
	Iteration 84Q: 3 clusters Score -3085166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3085167.250000 Penalty: 995.039368
	Iteration 85Q: 3 clusters Score -3085167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3085169.750000 Penalty: 995.039368
	Iteration 86Q: 3 clusters Score -3085170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3085168.500000 Penalty: 995.039368
	Iteration 87Q: 3 clusters Score -3085168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3085169.250000 Penalty: 995.039368
	Iteration 88Q: 3 clusters Score -3085169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55624 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3085169.500000 Penalty: 995.039368
	Iteration 89Q: 3 clusters Score -3085170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3085171.750000 Penalty: 995.039368
	Iteration 90Q: 3 clusters Score -3085172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3085173.000000 Penalty: 995.039368
	Iteration 91Q: 3 clusters Score -3085173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3085174.000000 Penalty: 995.039368
	Iteration 92Q: 3 clusters Score -3085174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3085176.500000 Penalty: 995.039368
	Iteration 93Q: 3 clusters Score -3085176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3085175.500000 Penalty: 995.039368
	Iteration 94Q: 3 clusters Score -3085176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3085176.250000 Penalty: 995.039368
	Iteration 95Q: 3 clusters Score -3085176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3085175.500000 Penalty: 995.039368
	Iteration 96Q: 3 clusters Score -3085176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3085175.500000 Penalty: 995.039368
	Iteration 97F: 3 clusters Score -3085176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Entering Unmasked Estep 
Score: -90424.351562 Penalty: 338.819611
	Iteration 0F: 2 clusters Score -90424.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -89187.070312 Penalty: 677.639221
	Iteration 0F: 3 clusters Score -89187.07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -89550.679688 Penalty: 677.639221
	Iteration 1F: 3 clusters Score -89550.68 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -89606.156250 Penalty: 677.639221
	Iteration 2F: 3 clusters Score -89606.16 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -89661.882812 Penalty: 677.639221
	Iteration 3F: 3 clusters Score -89661.88 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -89709.007812 Penalty: 677.639221
	Iteration 4Q: 3 clusters Score -89709.01 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -89746.414062 Penalty: 677.639221
	Iteration 5Q: 3 clusters Score -89746.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -89776.414062 Penalty: 677.639221
	Iteration 6Q: 3 clusters Score -89776.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -89817.226562 Penalty: 677.639221
	Iteration 7Q: 3 clusters Score -89817.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -89856.851562 Penalty: 677.639221
	Iteration 8Q: 3 clusters Score -89856.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -89891.484375 Penalty: 677.639221
	Iteration 9Q: 3 clusters Score -89891.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -89927.335938 Penalty: 677.639221
	Iteration 10Q: 3 clusters Score -89927.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -89971.671875 Penalty: 677.639221
	Iteration 11Q: 3 clusters Score -89971.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -90016.796875 Penalty: 677.639221
	Iteration 12Q: 3 clusters Score -90016.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -90056.125000 Penalty: 677.639221
	Iteration 13Q: 3 clusters Score -90056.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -90095.578125 Penalty: 677.639221
	Iteration 14Q: 3 clusters Score -90095.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -90125.718750 Penalty: 677.639221
	Iteration 15Q: 3 clusters Score -90125.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -90136.992188 Penalty: 677.639221
	Iteration 16Q: 3 clusters Score -90136.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -90141.398438 Penalty: 677.639221
	Iteration 17Q: 3 clusters Score -90141.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -90144.265625 Penalty: 677.639221
	Iteration 18Q: 3 clusters Score -90144.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -90145.710938 Penalty: 677.639221
	Iteration 19Q: 3 clusters Score -90145.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -90146.578125 Penalty: 677.639221
	Iteration 20F: 3 clusters Score -90146.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -90147.039062 Penalty: 677.639221
	Iteration 21Q: 3 clusters Score -90147.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -90148.296875 Penalty: 677.639221
	Iteration 22Q: 3 clusters Score -90148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -90148.570312 Penalty: 677.639221
	Iteration 23Q: 3 clusters Score -90148.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -90148.828125 Penalty: 677.639221
	Iteration 24Q: 3 clusters Score -90148.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -90149.890625 Penalty: 677.639221
	Iteration 25Q: 3 clusters Score -90149.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -90150.304688 Penalty: 677.639221
	Iteration 26Q: 3 clusters Score -90150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -90150.500000 Penalty: 677.639221
	Iteration 27Q: 3 clusters Score -90150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -90150.500000 Penalty: 677.639221
	Iteration 28F: 3 clusters Score -90150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (93023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Entering Unmasked Estep 
Score: -5087200.000000 Penalty: 520.547424
	Iteration 0F: 2 clusters Score -5087200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -5025577.500000 Penalty: 1041.094849
	Iteration 0F: 3 clusters Score -5025578 nChanged 45393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -5053374.500000 Penalty: 1041.094849
	Iteration 1F: 3 clusters Score -5053374 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -5055686.500000 Penalty: 1041.094849
	Iteration 2Q: 3 clusters Score -5055686 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -5059520.000000 Penalty: 1041.094849
	Iteration 3F: 3 clusters Score -5059520 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -5065136.500000 Penalty: 1041.094849
	Iteration 4F: 3 clusters Score -5065136 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -5070836.000000 Penalty: 1041.094849
	Iteration 5F: 3 clusters Score -5070836 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -5074109.500000 Penalty: 1041.094849
	Iteration 6F: 3 clusters Score -5074110 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -5075469.500000 Penalty: 1041.094849
	Iteration 7Q: 3 clusters Score -5075470 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -5076270.500000 Penalty: 1041.094849
	Iteration 8Q: 3 clusters Score -5076270 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -5077078.500000 Penalty: 1041.094849
	Iteration 9Q: 3 clusters Score -5077078 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -5077924.000000 Penalty: 1041.094849
	Iteration 10Q: 3 clusters Score -5077924 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -5078901.500000 Penalty: 1041.094849
	Iteration 11Q: 3 clusters Score -5078902 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -5079936.000000 Penalty: 1041.094849
	Iteration 12Q: 3 clusters Score -5079936 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78088 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -5080934.500000 Penalty: 1041.094849
	Iteration 13Q: 3 clusters Score -5080934 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5081889.000000 Penalty: 1041.094849
	Iteration 14Q: 3 clusters Score -5081889 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -5082730.000000 Penalty: 1041.094849
	Iteration 15Q: 3 clusters Score -5082730 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -5083477.500000 Penalty: 1041.094849
	Iteration 16Q: 3 clusters Score -5083478 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -5084058.500000 Penalty: 1041.094849
	Iteration 17Q: 3 clusters Score -5084058 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -5084573.000000 Penalty: 1041.094849
	Iteration 18Q: 3 clusters Score -5084573 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -5084994.500000 Penalty: 1041.094849
	Iteration 19Q: 3 clusters Score -5084994 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -5085368.500000 Penalty: 1041.094849
	Iteration 20F: 3 clusters Score -5085368 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86128 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -5085691.000000 Penalty: 1041.094849
	Iteration 21Q: 3 clusters Score -5085691 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -5085929.500000 Penalty: 1041.094849
	Iteration 22Q: 3 clusters Score -5085930 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87239 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -5086118.500000 Penalty: 1041.094849
	Iteration 23Q: 3 clusters Score -5086118 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -5086273.000000 Penalty: 1041.094849
	Iteration 24Q: 3 clusters Score -5086273 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -5086394.000000 Penalty: 1041.094849
	Iteration 25Q: 3 clusters Score -5086394 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5086449.500000 Penalty: 1041.094849
	Iteration 26Q: 3 clusters Score -5086450 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -5086513.000000 Penalty: 1041.094849
	Iteration 27Q: 3 clusters Score -5086513 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89066 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -5086577.000000 Penalty: 1041.094849
	Iteration 28Q: 3 clusters Score -5086577 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -5086647.500000 Penalty: 1041.094849
	Iteration 29Q: 3 clusters Score -5086648 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5086715.000000 Penalty: 1041.094849
	Iteration 30Q: 3 clusters Score -5086715 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5086729.000000 Penalty: 1041.094849
	Iteration 31Q: 3 clusters Score -5086729 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5086763.500000 Penalty: 1041.094849
	Iteration 32Q: 3 clusters Score -5086764 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5086798.000000 Penalty: 1041.094849
	Iteration 33Q: 3 clusters Score -5086798 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5086823.500000 Penalty: 1041.094849
	Iteration 34Q: 3 clusters Score -5086824 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5086831.500000 Penalty: 1041.094849
	Iteration 35Q: 3 clusters Score -5086832 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90693 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5086857.500000 Penalty: 1041.094849
	Iteration 36Q: 3 clusters Score -5086858 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5086873.000000 Penalty: 1041.094849
	Iteration 37Q: 3 clusters Score -5086873 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90885 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5086866.500000 Penalty: 1041.094849
	Iteration 38Q: 3 clusters Score -5086866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90972 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5086876.000000 Penalty: 1041.094849
	Iteration 39Q: 3 clusters Score -5086876 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5086885.500000 Penalty: 1041.094849
	Iteration 40F: 3 clusters Score -5086886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5086894.500000 Penalty: 1041.094849
	Iteration 41Q: 3 clusters Score -5086894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91200 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5086888.000000 Penalty: 1041.094849
	Iteration 42Q: 3 clusters Score -5086888 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5086904.500000 Penalty: 1041.094849
	Iteration 43Q: 3 clusters Score -5086904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5086919.500000 Penalty: 1041.094849
	Iteration 44Q: 3 clusters Score -5086920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5086922.000000 Penalty: 1041.094849
	Iteration 45Q: 3 clusters Score -5086922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5086915.500000 Penalty: 1041.094849
	Iteration 46Q: 3 clusters Score -5086916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5086925.000000 Penalty: 1041.094849
	Iteration 47Q: 3 clusters Score -5086925 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5086939.500000 Penalty: 1041.094849
	Iteration 48Q: 3 clusters Score -5086940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5086938.500000 Penalty: 1041.094849
	Iteration 49Q: 3 clusters Score -5086938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5086949.000000 Penalty: 1041.094849
	Iteration 50Q: 3 clusters Score -5086949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5086942.000000 Penalty: 1041.094849
	Iteration 51Q: 3 clusters Score -5086942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5086947.500000 Penalty: 1041.094849
	Iteration 52Q: 3 clusters Score -5086948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5086944.500000 Penalty: 1041.094849
	Iteration 53Q: 3 clusters Score -5086944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5086942.000000 Penalty: 1041.094849
	Iteration 54Q: 3 clusters Score -5086942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91750 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5086945.000000 Penalty: 1041.094849
	Iteration 55Q: 3 clusters Score -5086945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5086944.000000 Penalty: 1041.094849
	Iteration 56Q: 3 clusters Score -5086944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5086943.000000 Penalty: 1041.094849
	Iteration 57Q: 3 clusters Score -5086943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5086943.500000 Penalty: 1041.094849
	Iteration 58Q: 3 clusters Score -5086944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5086940.000000 Penalty: 1041.094849
	Iteration 59Q: 3 clusters Score -5086940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5086945.500000 Penalty: 1041.094849
	Iteration 60F: 3 clusters Score -5086946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5086942.500000 Penalty: 1041.094849
	Iteration 61Q: 3 clusters Score -5086942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91857 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5086939.500000 Penalty: 1041.094849
	Iteration 62Q: 3 clusters Score -5086940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5086939.500000 Penalty: 1041.094849
	Iteration 63Q: 3 clusters Score -5086940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5086944.500000 Penalty: 1041.094849
	Iteration 64Q: 3 clusters Score -5086944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5086939.000000 Penalty: 1041.094849
	Iteration 65Q: 3 clusters Score -5086939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5086939.000000 Penalty: 1041.094849
	Iteration 66Q: 3 clusters Score -5086939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5086945.000000 Penalty: 1041.094849
	Iteration 67Q: 3 clusters Score -5086945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5086946.500000 Penalty: 1041.094849
	Iteration 68Q: 3 clusters Score -5086946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5086947.500000 Penalty: 1041.094849
	Iteration 69Q: 3 clusters Score -5086948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5086946.500000 Penalty: 1041.094849
	Iteration 70Q: 3 clusters Score -5086946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5086946.000000 Penalty: 1041.094849
	Iteration 71Q: 3 clusters Score -5086946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5086932.000000 Penalty: 1041.094849
	Iteration 72Q: 3 clusters Score -5086932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5086940.000000 Penalty: 1041.094849
	Iteration 73Q: 3 clusters Score -5086940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5086934.500000 Penalty: 1041.094849
	Iteration 74Q: 3 clusters Score -5086934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92029 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5086932.500000 Penalty: 1041.094849
	Iteration 75Q: 3 clusters Score -5086932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92035 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5086934.000000 Penalty: 1041.094849
	Iteration 76Q: 3 clusters Score -5086934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92045 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5086936.000000 Penalty: 1041.094849
	Iteration 77Q: 3 clusters Score -5086936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92057 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5086936.500000 Penalty: 1041.094849
	Iteration 78Q: 3 clusters Score -5086936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92062 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5086939.500000 Penalty: 1041.094849
	Iteration 79Q: 3 clusters Score -5086940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92071 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5086938.000000 Penalty: 1041.094849
	Iteration 80F: 3 clusters Score -5086938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5086937.500000 Penalty: 1041.094849
	Iteration 81Q: 3 clusters Score -5086938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5086935.000000 Penalty: 1041.094849
	Iteration 82Q: 3 clusters Score -5086935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5086933.000000 Penalty: 1041.094849
	Iteration 83Q: 3 clusters Score -5086933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5086938.000000 Penalty: 1041.094849
	Iteration 84Q: 3 clusters Score -5086938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92121 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5086932.500000 Penalty: 1041.094849
	Iteration 85Q: 3 clusters Score -5086932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5086933.000000 Penalty: 1041.094849
	Iteration 86Q: 3 clusters Score -5086933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92141 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5086937.500000 Penalty: 1041.094849
	Iteration 87Q: 3 clusters Score -5086938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92146 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5086939.000000 Penalty: 1041.094849
	Iteration 88Q: 3 clusters Score -5086939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92151 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5086945.000000 Penalty: 1041.094849
	Iteration 89Q: 3 clusters Score -5086945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5086941.000000 Penalty: 1041.094849
	Iteration 90Q: 3 clusters Score -5086941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92169 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5086940.000000 Penalty: 1041.094849
	Iteration 91Q: 3 clusters Score -5086940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92175 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5086940.500000 Penalty: 1041.094849
	Iteration 92Q: 3 clusters Score -5086940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5086938.500000 Penalty: 1041.094849
	Iteration 93Q: 3 clusters Score -5086938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5086940.500000 Penalty: 1041.094849
	Iteration 94Q: 3 clusters Score -5086940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92180 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5086938.500000 Penalty: 1041.094849
	Iteration 95Q: 3 clusters Score -5086938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92181 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5086940.500000 Penalty: 1041.094849
	Iteration 96Q: 3 clusters Score -5086940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92182 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5086941.500000 Penalty: 1041.094849
	Iteration 97Q: 3 clusters Score -5086942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5086938.000000 Penalty: 1041.094849
	Iteration 98Q: 3 clusters Score -5086938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5086938.000000 Penalty: 1041.094849
	Iteration 99F: 3 clusters Score -5086938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (71628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Entering Unmasked Estep 
Score: -3769853.750000 Penalty: 508.655487
	Iteration 0F: 2 clusters Score -3769854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -3721660.500000 Penalty: 1017.310974
	Iteration 0F: 3 clusters Score -3721660 nChanged 34765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -3742607.250000 Penalty: 1017.310974
	Iteration 1F: 3 clusters Score -3742607 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -3743261.750000 Penalty: 1017.310974
	Iteration 2Q: 3 clusters Score -3743262 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -3743895.750000 Penalty: 1017.310974
	Iteration 3Q: 3 clusters Score -3743896 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -3744624.500000 Penalty: 1017.310974
	Iteration 4Q: 3 clusters Score -3744624 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -3745487.500000 Penalty: 1017.310974
	Iteration 5Q: 3 clusters Score -3745488 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -3746663.000000 Penalty: 1017.310974
	Iteration 6Q: 3 clusters Score -3746663 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -3748374.250000 Penalty: 1017.310974
	Iteration 7Q: 3 clusters Score -3748374 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -3750737.750000 Penalty: 1017.310974
	Iteration 8F: 3 clusters Score -3750738 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -3753709.250000 Penalty: 1017.310974
	Iteration 9F: 3 clusters Score -3753709 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -3756595.250000 Penalty: 1017.310974
	Iteration 10F: 3 clusters Score -3756595 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -3758190.500000 Penalty: 1017.310974
	Iteration 11Q: 3 clusters Score -3758190 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -3758832.750000 Penalty: 1017.310974
	Iteration 12Q: 3 clusters Score -3758833 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -3759110.500000 Penalty: 1017.310974
	Iteration 13Q: 3 clusters Score -3759110 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -3759348.750000 Penalty: 1017.310974
	Iteration 14Q: 3 clusters Score -3759349 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -3759590.750000 Penalty: 1017.310974
	Iteration 15Q: 3 clusters Score -3759591 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -3759850.000000 Penalty: 1017.310974
	Iteration 16Q: 3 clusters Score -3759850 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -3760125.500000 Penalty: 1017.310974
	Iteration 17Q: 3 clusters Score -3760126 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -3760413.250000 Penalty: 1017.310974
	Iteration 18Q: 3 clusters Score -3760413 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -3760698.500000 Penalty: 1017.310974
	Iteration 19Q: 3 clusters Score -3760698 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -3761019.750000 Penalty: 1017.310974
	Iteration 20F: 3 clusters Score -3761020 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -3761360.250000 Penalty: 1017.310974
	Iteration 21Q: 3 clusters Score -3761360 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -3761661.000000 Penalty: 1017.310974
	Iteration 22Q: 3 clusters Score -3761661 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -3762014.000000 Penalty: 1017.310974
	Iteration 23Q: 3 clusters Score -3762014 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -3762353.250000 Penalty: 1017.310974
	Iteration 24Q: 3 clusters Score -3762353 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -3762769.500000 Penalty: 1017.310974
	Iteration 25Q: 3 clusters Score -3762770 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -3763242.250000 Penalty: 1017.310974
	Iteration 26Q: 3 clusters Score -3763242 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -3763713.500000 Penalty: 1017.310974
	Iteration 27Q: 3 clusters Score -3763714 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -3764218.250000 Penalty: 1017.310974
	Iteration 28Q: 3 clusters Score -3764218 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -3764713.250000 Penalty: 1017.310974
	Iteration 29Q: 3 clusters Score -3764713 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -3765225.750000 Penalty: 1017.310974
	Iteration 30Q: 3 clusters Score -3765226 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -3765768.250000 Penalty: 1017.310974
	Iteration 31Q: 3 clusters Score -3765768 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -3766290.750000 Penalty: 1017.310974
	Iteration 32Q: 3 clusters Score -3766291 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -3766780.000000 Penalty: 1017.310974
	Iteration 33Q: 3 clusters Score -3766780 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -3767179.750000 Penalty: 1017.310974
	Iteration 34Q: 3 clusters Score -3767180 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -3767549.500000 Penalty: 1017.310974
	Iteration 35Q: 3 clusters Score -3767550 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 67371 members 
Entering Unmasked Estep 
Score: -3767884.250000 Penalty: 1017.310974
	Iteration 36Q: 3 clusters Score -3767884 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -3768130.000000 Penalty: 1017.310974
	Iteration 37Q: 3 clusters Score -3768130 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -3768342.750000 Penalty: 1017.310974
	Iteration 38Q: 3 clusters Score -3768343 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 68723 members 
Entering Unmasked Estep 
Score: -3768485.500000 Penalty: 1017.310974
	Iteration 39Q: 3 clusters Score -3768486 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -3768602.250000 Penalty: 1017.310974
	Iteration 40F: 3 clusters Score -3768602 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -3768678.000000 Penalty: 1017.310974
	Iteration 41Q: 3 clusters Score -3768678 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -3768750.500000 Penalty: 1017.310974
	Iteration 42Q: 3 clusters Score -3768750 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -3768809.250000 Penalty: 1017.310974
	Iteration 43Q: 3 clusters Score -3768809 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -3768875.500000 Penalty: 1017.310974
	Iteration 44Q: 3 clusters Score -3768876 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 70156 members 
Entering Unmasked Estep 
Score: -3768939.750000 Penalty: 1017.310974
	Iteration 45Q: 3 clusters Score -3768940 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -3769009.250000 Penalty: 1017.310974
	Iteration 46Q: 3 clusters Score -3769009 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 70498 members 
Entering Unmasked Estep 
Score: -3769054.500000 Penalty: 1017.310974
	Iteration 47Q: 3 clusters Score -3769054 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -3769103.250000 Penalty: 1017.310974
	Iteration 48Q: 3 clusters Score -3769103 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 70780 members 
Entering Unmasked Estep 
Score: -3769155.000000 Penalty: 1017.310974
	Iteration 49Q: 3 clusters Score -3769155 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -3769190.250000 Penalty: 1017.310974
	Iteration 50Q: 3 clusters Score -3769190 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -3769236.750000 Penalty: 1017.310974
	Iteration 51Q: 3 clusters Score -3769237 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -3769284.750000 Penalty: 1017.310974
	Iteration 52Q: 3 clusters Score -3769285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 71155 members 
Entering Unmasked Estep 
Score: -3769320.000000 Penalty: 1017.310974
	Iteration 53Q: 3 clusters Score -3769320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -3769329.250000 Penalty: 1017.310974
	Iteration 54Q: 3 clusters Score -3769329 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 71253 members 
Entering Unmasked Estep 
Score: -3769341.500000 Penalty: 1017.310974
	Iteration 55Q: 3 clusters Score -3769342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -3769361.250000 Penalty: 1017.310974
	Iteration 56Q: 3 clusters Score -3769361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -3769386.250000 Penalty: 1017.310974
	Iteration 57Q: 3 clusters Score -3769386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -3769405.250000 Penalty: 1017.310974
	Iteration 58Q: 3 clusters Score -3769405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 71364 members 
Entering Unmasked Estep 
Score: -3769411.000000 Penalty: 1017.310974
	Iteration 59Q: 3 clusters Score -3769411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -3769416.750000 Penalty: 1017.310974
	Iteration 60F: 3 clusters Score -3769417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -3769418.000000 Penalty: 1017.310974
	Iteration 61Q: 3 clusters Score -3769418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -3769423.500000 Penalty: 1017.310974
	Iteration 62Q: 3 clusters Score -3769424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -3769425.000000 Penalty: 1017.310974
	Iteration 63Q: 3 clusters Score -3769425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -3769429.750000 Penalty: 1017.310974
	Iteration 64Q: 3 clusters Score -3769430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -3769434.000000 Penalty: 1017.310974
	Iteration 65Q: 3 clusters Score -3769434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 71412 members 
Entering Unmasked Estep 
Score: -3769440.000000 Penalty: 1017.310974
	Iteration 66Q: 3 clusters Score -3769440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 71418 members 
Entering Unmasked Estep 
Score: -3769449.750000 Penalty: 1017.310974
	Iteration 67Q: 3 clusters Score -3769450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -3769451.750000 Penalty: 1017.310974
	Iteration 68Q: 3 clusters Score -3769452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 71425 members 
Entering Unmasked Estep 
Score: -3769452.000000 Penalty: 1017.310974
	Iteration 69Q: 3 clusters Score -3769452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -3769451.500000 Penalty: 1017.310974
	Iteration 70Q: 3 clusters Score -3769452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -3769453.750000 Penalty: 1017.310974
	Iteration 71Q: 3 clusters Score -3769454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -3769452.750000 Penalty: 1017.310974
	Iteration 72Q: 3 clusters Score -3769453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -3769452.750000 Penalty: 1017.310974
	Iteration 73F: 3 clusters Score -3769453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Entering Unmasked Estep 
Score: -434941.093750 Penalty: 412.817688
	Iteration 0F: 2 clusters Score -434941.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -429080.187500 Penalty: 825.635376
	Iteration 0F: 3 clusters Score -429080.2 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -431393.406250 Penalty: 825.635376
	Iteration 1F: 3 clusters Score -431393.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -431600.500000 Penalty: 825.635376
	Iteration 2F: 3 clusters Score -431600.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -431925.406250 Penalty: 825.635376
	Iteration 3F: 3 clusters Score -431925.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -432425.875000 Penalty: 825.635376
	Iteration 4F: 3 clusters Score -432425.9 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -432971.812500 Penalty: 825.635376
	Iteration 5F: 3 clusters Score -432971.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -433515.031250 Penalty: 825.635376
	Iteration 6F: 3 clusters Score -433515 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -433912.093750 Penalty: 825.635376
	Iteration 7Q: 3 clusters Score -433912.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -434132.812500 Penalty: 825.635376
	Iteration 8Q: 3 clusters Score -434132.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -434258.031250 Penalty: 825.635376
	Iteration 9Q: 3 clusters Score -434258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -434356.875000 Penalty: 825.635376
	Iteration 10Q: 3 clusters Score -434356.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -434414.843750 Penalty: 825.635376
	Iteration 11Q: 3 clusters Score -434414.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -434457.906250 Penalty: 825.635376
	Iteration 12Q: 3 clusters Score -434457.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -434480.062500 Penalty: 825.635376
	Iteration 13Q: 3 clusters Score -434480.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -434497.031250 Penalty: 825.635376
	Iteration 14Q: 3 clusters Score -434497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -434507.687500 Penalty: 825.635376
	Iteration 15Q: 3 clusters Score -434507.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -434521.906250 Penalty: 825.635376
	Iteration 16Q: 3 clusters Score -434521.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -434536.906250 Penalty: 825.635376
	Iteration 17Q: 3 clusters Score -434536.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -434546.218750 Penalty: 825.635376
	Iteration 18Q: 3 clusters Score -434546.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -434554.593750 Penalty: 825.635376
	Iteration 19Q: 3 clusters Score -434554.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -434563.343750 Penalty: 825.635376
	Iteration 20F: 3 clusters Score -434563.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -434572.937500 Penalty: 825.635376
	Iteration 21Q: 3 clusters Score -434572.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -434584.625000 Penalty: 825.635376
	Iteration 22Q: 3 clusters Score -434584.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -434594.750000 Penalty: 825.635376
	Iteration 23Q: 3 clusters Score -434594.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -434603.531250 Penalty: 825.635376
	Iteration 24Q: 3 clusters Score -434603.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -434607.250000 Penalty: 825.635376
	Iteration 25Q: 3 clusters Score -434607.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -434611.406250 Penalty: 825.635376
	Iteration 26Q: 3 clusters Score -434611.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -434617.562500 Penalty: 825.635376
	Iteration 27Q: 3 clusters Score -434617.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -434622.000000 Penalty: 825.635376
	Iteration 28Q: 3 clusters Score -434622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -434628.812500 Penalty: 825.635376
	Iteration 29Q: 3 clusters Score -434628.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -434632.656250 Penalty: 825.635376
	Iteration 30Q: 3 clusters Score -434632.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -434634.250000 Penalty: 825.635376
	Iteration 31Q: 3 clusters Score -434634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -434636.812500 Penalty: 825.635376
	Iteration 32Q: 3 clusters Score -434636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -434638.781250 Penalty: 825.635376
	Iteration 33Q: 3 clusters Score -434638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -434639.343750 Penalty: 825.635376
	Iteration 34Q: 3 clusters Score -434639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -434639.843750 Penalty: 825.635376
	Iteration 35Q: 3 clusters Score -434639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -434640.312500 Penalty: 825.635376
	Iteration 36Q: 3 clusters Score -434640.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -434641.062500 Penalty: 825.635376
	Iteration 37Q: 3 clusters Score -434641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -434641.562500 Penalty: 825.635376
	Iteration 38F: 3 clusters Score -434641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -434641.750000 Penalty: 825.635376
	Iteration 39Q: 3 clusters Score -434641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -434641.656250 Penalty: 825.635376
	Iteration 40F: 3 clusters Score -434641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -434641.500000 Penalty: 825.635376
	Iteration 41Q: 3 clusters Score -434641.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -434641.500000 Penalty: 825.635376
	Iteration 42F: 3 clusters Score -434641.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -151432.140625 Penalty: 360.512360
	Iteration 0F: 2 clusters Score -151432.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -149497.546875 Penalty: 721.024719
	Iteration 0F: 3 clusters Score -149497.5 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -150202.468750 Penalty: 721.024719
	Iteration 1F: 3 clusters Score -150202.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -150295.531250 Penalty: 721.024719
	Iteration 2F: 3 clusters Score -150295.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -150384.625000 Penalty: 721.024719
	Iteration 3F: 3 clusters Score -150384.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -150503.562500 Penalty: 721.024719
	Iteration 4F: 3 clusters Score -150503.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -150633.015625 Penalty: 721.024719
	Iteration 5F: 3 clusters Score -150633 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -150748.421875 Penalty: 721.024719
	Iteration 6F: 3 clusters Score -150748.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -150814.656250 Penalty: 721.024719
	Iteration 7Q: 3 clusters Score -150814.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -150845.656250 Penalty: 721.024719
	Iteration 8Q: 3 clusters Score -150845.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -150864.046875 Penalty: 721.024719
	Iteration 9Q: 3 clusters Score -150864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -150885.250000 Penalty: 721.024719
	Iteration 10Q: 3 clusters Score -150885.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -150903.921875 Penalty: 721.024719
	Iteration 11Q: 3 clusters Score -150903.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -150917.718750 Penalty: 721.024719
	Iteration 12Q: 3 clusters Score -150917.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -150926.375000 Penalty: 721.024719
	Iteration 13Q: 3 clusters Score -150926.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -150932.906250 Penalty: 721.024719
	Iteration 14Q: 3 clusters Score -150932.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -150939.765625 Penalty: 721.024719
	Iteration 15Q: 3 clusters Score -150939.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -150950.515625 Penalty: 721.024719
	Iteration 16Q: 3 clusters Score -150950.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -150959.984375 Penalty: 721.024719
	Iteration 17Q: 3 clusters Score -150960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -150971.625000 Penalty: 721.024719
	Iteration 18Q: 3 clusters Score -150971.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -150988.734375 Penalty: 721.024719
	Iteration 19Q: 3 clusters Score -150988.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -151000.453125 Penalty: 721.024719
	Iteration 20F: 3 clusters Score -151000.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -151010.828125 Penalty: 721.024719
	Iteration 21Q: 3 clusters Score -151010.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -151019.546875 Penalty: 721.024719
	Iteration 22Q: 3 clusters Score -151019.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -151025.078125 Penalty: 721.024719
	Iteration 23Q: 3 clusters Score -151025.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -151032.375000 Penalty: 721.024719
	Iteration 24Q: 3 clusters Score -151032.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -151037.296875 Penalty: 721.024719
	Iteration 25Q: 3 clusters Score -151037.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -151041.750000 Penalty: 721.024719
	Iteration 26Q: 3 clusters Score -151041.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -151045.312500 Penalty: 721.024719
	Iteration 27Q: 3 clusters Score -151045.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -151051.203125 Penalty: 721.024719
	Iteration 28Q: 3 clusters Score -151051.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -151053.984375 Penalty: 721.024719
	Iteration 29Q: 3 clusters Score -151054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -151056.578125 Penalty: 721.024719
	Iteration 30Q: 3 clusters Score -151056.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -151059.296875 Penalty: 721.024719
	Iteration 31Q: 3 clusters Score -151059.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151059.906250 Penalty: 721.024719
	Iteration 32Q: 3 clusters Score -151059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -151060.984375 Penalty: 721.024719
	Iteration 33Q: 3 clusters Score -151061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -151063.015625 Penalty: 721.024719
	Iteration 34Q: 3 clusters Score -151063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -151063.843750 Penalty: 721.024719
	Iteration 35Q: 3 clusters Score -151063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -151064.281250 Penalty: 721.024719
	Iteration 36Q: 3 clusters Score -151064.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -151065.093750 Penalty: 721.024719
	Iteration 37Q: 3 clusters Score -151065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -151067.437500 Penalty: 721.024719
	Iteration 38Q: 3 clusters Score -151067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -151067.890625 Penalty: 721.024719
	Iteration 39Q: 3 clusters Score -151067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -151068.781250 Penalty: 721.024719
	Iteration 40F: 3 clusters Score -151068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -151069.328125 Penalty: 721.024719
	Iteration 41Q: 3 clusters Score -151069.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -151069.359375 Penalty: 721.024719
	Iteration 42Q: 3 clusters Score -151069.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -151070.578125 Penalty: 721.024719
	Iteration 43Q: 3 clusters Score -151070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -151070.687500 Penalty: 721.024719
	Iteration 44Q: 3 clusters Score -151070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -151071.671875 Penalty: 721.024719
	Iteration 45Q: 3 clusters Score -151071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -151072.343750 Penalty: 721.024719
	Iteration 46Q: 3 clusters Score -151072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -151072.656250 Penalty: 721.024719
	Iteration 47Q: 3 clusters Score -151072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -151072.421875 Penalty: 721.024719
	Iteration 48Q: 3 clusters Score -151072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -151072.421875 Penalty: 721.024719
	Iteration 49F: 3 clusters Score -151072.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Entering Unmasked Estep 
Score: -796847.625000 Penalty: 438.184631
	Iteration 0F: 2 clusters Score -796847.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -786653.625000 Penalty: 876.369263
	Iteration 0F: 3 clusters Score -786653.6 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -790786.750000 Penalty: 876.369263
	Iteration 1F: 3 clusters Score -790786.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -791140.250000 Penalty: 876.369263
	Iteration 2Q: 3 clusters Score -791140.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -791732.875000 Penalty: 876.369263
	Iteration 3F: 3 clusters Score -791732.9 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -792579.937500 Penalty: 876.369263
	Iteration 4F: 3 clusters Score -792579.9 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -793402.312500 Penalty: 876.369263
	Iteration 5F: 3 clusters Score -793402.3 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -793873.000000 Penalty: 876.369263
	Iteration 6F: 3 clusters Score -793873 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -794021.125000 Penalty: 876.369263
	Iteration 7Q: 3 clusters Score -794021.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -794077.000000 Penalty: 876.369263
	Iteration 8Q: 3 clusters Score -794077 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -794118.687500 Penalty: 876.369263
	Iteration 9Q: 3 clusters Score -794118.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -794155.625000 Penalty: 876.369263
	Iteration 10Q: 3 clusters Score -794155.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -794182.375000 Penalty: 876.369263
	Iteration 11Q: 3 clusters Score -794182.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -794209.562500 Penalty: 876.369263
	Iteration 12Q: 3 clusters Score -794209.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -794239.750000 Penalty: 876.369263
	Iteration 13Q: 3 clusters Score -794239.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -794263.687500 Penalty: 876.369263
	Iteration 14Q: 3 clusters Score -794263.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -794299.062500 Penalty: 876.369263
	Iteration 15Q: 3 clusters Score -794299.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -794341.937500 Penalty: 876.369263
	Iteration 16Q: 3 clusters Score -794341.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -794387.312500 Penalty: 876.369263
	Iteration 17Q: 3 clusters Score -794387.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -794420.125000 Penalty: 876.369263
	Iteration 18Q: 3 clusters Score -794420.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -794465.125000 Penalty: 876.369263
	Iteration 19Q: 3 clusters Score -794465.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -794510.000000 Penalty: 876.369263
	Iteration 20F: 3 clusters Score -794510 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -794544.750000 Penalty: 876.369263
	Iteration 21Q: 3 clusters Score -794544.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -794577.687500 Penalty: 876.369263
	Iteration 22Q: 3 clusters Score -794577.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -794607.125000 Penalty: 876.369263
	Iteration 23Q: 3 clusters Score -794607.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -794646.000000 Penalty: 876.369263
	Iteration 24Q: 3 clusters Score -794646 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -794687.937500 Penalty: 876.369263
	Iteration 25Q: 3 clusters Score -794687.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -794744.000000 Penalty: 876.369263
	Iteration 26Q: 3 clusters Score -794744 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -794804.125000 Penalty: 876.369263
	Iteration 27Q: 3 clusters Score -794804.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -794864.187500 Penalty: 876.369263
	Iteration 28Q: 3 clusters Score -794864.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -794928.187500 Penalty: 876.369263
	Iteration 29Q: 3 clusters Score -794928.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -794990.937500 Penalty: 876.369263
	Iteration 30Q: 3 clusters Score -794990.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -795043.375000 Penalty: 876.369263
	Iteration 31Q: 3 clusters Score -795043.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -795075.125000 Penalty: 876.369263
	Iteration 32Q: 3 clusters Score -795075.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -795098.875000 Penalty: 876.369263
	Iteration 33Q: 3 clusters Score -795098.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -795121.875000 Penalty: 876.369263
	Iteration 34Q: 3 clusters Score -795121.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -795142.500000 Penalty: 876.369263
	Iteration 35Q: 3 clusters Score -795142.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -795162.250000 Penalty: 876.369263
	Iteration 36Q: 3 clusters Score -795162.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -795177.437500 Penalty: 876.369263
	Iteration 37Q: 3 clusters Score -795177.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -795190.250000 Penalty: 876.369263
	Iteration 38Q: 3 clusters Score -795190.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -795194.937500 Penalty: 876.369263
	Iteration 39Q: 3 clusters Score -795194.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -795203.250000 Penalty: 876.369263
	Iteration 40F: 3 clusters Score -795203.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -795204.062500 Penalty: 876.369263
	Iteration 41Q: 3 clusters Score -795204.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -795207.750000 Penalty: 876.369263
	Iteration 42Q: 3 clusters Score -795207.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -795211.187500 Penalty: 876.369263
	Iteration 43Q: 3 clusters Score -795211.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -795211.125000 Penalty: 876.369263
	Iteration 44Q: 3 clusters Score -795211.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -795211.000000 Penalty: 876.369263
	Iteration 45Q: 3 clusters Score -795211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -795217.125000 Penalty: 876.369263
	Iteration 46Q: 3 clusters Score -795217.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -795221.750000 Penalty: 876.369263
	Iteration 47Q: 3 clusters Score -795221.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -795225.625000 Penalty: 876.369263
	Iteration 48Q: 3 clusters Score -795225.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -795231.937500 Penalty: 876.369263
	Iteration 49Q: 3 clusters Score -795231.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -795235.875000 Penalty: 876.369263
	Iteration 50Q: 3 clusters Score -795235.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -795237.375000 Penalty: 876.369263
	Iteration 51Q: 3 clusters Score -795237.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -795243.250000 Penalty: 876.369263
	Iteration 52Q: 3 clusters Score -795243.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -795249.125000 Penalty: 876.369263
	Iteration 53Q: 3 clusters Score -795249.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -795258.562500 Penalty: 876.369263
	Iteration 54Q: 3 clusters Score -795258.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -795265.875000 Penalty: 876.369263
	Iteration 55Q: 3 clusters Score -795265.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -795271.500000 Penalty: 876.369263
	Iteration 56Q: 3 clusters Score -795271.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -795276.750000 Penalty: 876.369263
	Iteration 57Q: 3 clusters Score -795276.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -795280.687500 Penalty: 876.369263
	Iteration 58Q: 3 clusters Score -795280.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -795282.750000 Penalty: 876.369263
	Iteration 59Q: 3 clusters Score -795282.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -795285.750000 Penalty: 876.369263
	Iteration 60F: 3 clusters Score -795285.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -795291.812500 Penalty: 876.369263
	Iteration 61Q: 3 clusters Score -795291.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -795299.875000 Penalty: 876.369263
	Iteration 62Q: 3 clusters Score -795299.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -795304.437500 Penalty: 876.369263
	Iteration 63Q: 3 clusters Score -795304.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -795310.750000 Penalty: 876.369263
	Iteration 64Q: 3 clusters Score -795310.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -795317.250000 Penalty: 876.369263
	Iteration 65Q: 3 clusters Score -795317.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -795318.437500 Penalty: 876.369263
	Iteration 66Q: 3 clusters Score -795318.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -795328.000000 Penalty: 876.369263
	Iteration 67Q: 3 clusters Score -795328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -795333.375000 Penalty: 876.369263
	Iteration 68Q: 3 clusters Score -795333.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -795337.875000 Penalty: 876.369263
	Iteration 69Q: 3 clusters Score -795337.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -795343.875000 Penalty: 876.369263
	Iteration 70Q: 3 clusters Score -795343.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -795349.937500 Penalty: 876.369263
	Iteration 71Q: 3 clusters Score -795349.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -795356.750000 Penalty: 876.369263
	Iteration 72Q: 3 clusters Score -795356.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -795364.500000 Penalty: 876.369263
	Iteration 73Q: 3 clusters Score -795364.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -795373.750000 Penalty: 876.369263
	Iteration 74Q: 3 clusters Score -795373.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -795379.562500 Penalty: 876.369263
	Iteration 75Q: 3 clusters Score -795379.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -795386.375000 Penalty: 876.369263
	Iteration 76Q: 3 clusters Score -795386.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -795397.812500 Penalty: 876.369263
	Iteration 77Q: 3 clusters Score -795397.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -795410.000000 Penalty: 876.369263
	Iteration 78Q: 3 clusters Score -795410 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -795421.875000 Penalty: 876.369263
	Iteration 79Q: 3 clusters Score -795421.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -795444.000000 Penalty: 876.369263
	Iteration 80F: 3 clusters Score -795444 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -795466.625000 Penalty: 876.369263
	Iteration 81Q: 3 clusters Score -795466.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -795486.125000 Penalty: 876.369263
	Iteration 82Q: 3 clusters Score -795486.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -795506.875000 Penalty: 876.369263
	Iteration 83Q: 3 clusters Score -795506.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -795531.625000 Penalty: 876.369263
	Iteration 84Q: 3 clusters Score -795531.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -795556.875000 Penalty: 876.369263
	Iteration 85Q: 3 clusters Score -795556.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -795589.562500 Penalty: 876.369263
	Iteration 86Q: 3 clusters Score -795589.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -795619.875000 Penalty: 876.369263
	Iteration 87Q: 3 clusters Score -795619.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -795664.187500 Penalty: 876.369263
	Iteration 88Q: 3 clusters Score -795664.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -795698.437500 Penalty: 876.369263
	Iteration 89Q: 3 clusters Score -795698.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -795741.187500 Penalty: 876.369263
	Iteration 90Q: 3 clusters Score -795741.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -795780.750000 Penalty: 876.369263
	Iteration 91Q: 3 clusters Score -795780.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -795831.187500 Penalty: 876.369263
	Iteration 92Q: 3 clusters Score -795831.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -795886.437500 Penalty: 876.369263
	Iteration 93Q: 3 clusters Score -795886.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -795944.062500 Penalty: 876.369263
	Iteration 94Q: 3 clusters Score -795944.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -795994.375000 Penalty: 876.369263
	Iteration 95Q: 3 clusters Score -795994.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -796045.500000 Penalty: 876.369263
	Iteration 96Q: 3 clusters Score -796045.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -796091.500000 Penalty: 876.369263
	Iteration 97Q: 3 clusters Score -796091.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -796128.500000 Penalty: 876.369263
	Iteration 98Q: 3 clusters Score -796128.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -796158.062500 Penalty: 876.369263
	Iteration 99Q: 3 clusters Score -796158.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -796174.937500 Penalty: 876.369263
	Iteration 100F: 3 clusters Score -796174.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -796189.562500 Penalty: 876.369263
	Iteration 101Q: 3 clusters Score -796189.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -796209.437500 Penalty: 876.369263
	Iteration 102Q: 3 clusters Score -796209.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -796228.812500 Penalty: 876.369263
	Iteration 103Q: 3 clusters Score -796228.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -796251.375000 Penalty: 876.369263
	Iteration 104Q: 3 clusters Score -796251.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -796272.687500 Penalty: 876.369263
	Iteration 105Q: 3 clusters Score -796272.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -796293.062500 Penalty: 876.369263
	Iteration 106Q: 3 clusters Score -796293.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -796315.687500 Penalty: 876.369263
	Iteration 107Q: 3 clusters Score -796315.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -796336.187500 Penalty: 876.369263
	Iteration 108Q: 3 clusters Score -796336.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -796359.062500 Penalty: 876.369263
	Iteration 109Q: 3 clusters Score -796359.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -796371.062500 Penalty: 876.369263
	Iteration 110Q: 3 clusters Score -796371.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -796392.812500 Penalty: 876.369263
	Iteration 111Q: 3 clusters Score -796392.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -796406.125000 Penalty: 876.369263
	Iteration 112Q: 3 clusters Score -796406.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -796417.500000 Penalty: 876.369263
	Iteration 113Q: 3 clusters Score -796417.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -796433.187500 Penalty: 876.369263
	Iteration 114Q: 3 clusters Score -796433.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -796447.062500 Penalty: 876.369263
	Iteration 115Q: 3 clusters Score -796447.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -796459.937500 Penalty: 876.369263
	Iteration 116Q: 3 clusters Score -796459.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -796463.937500 Penalty: 876.369263
	Iteration 117Q: 3 clusters Score -796463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -796470.250000 Penalty: 876.369263
	Iteration 118Q: 3 clusters Score -796470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -796472.500000 Penalty: 876.369263
	Iteration 119Q: 3 clusters Score -796472.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -796478.062500 Penalty: 876.369263
	Iteration 120F: 3 clusters Score -796478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -796481.375000 Penalty: 876.369263
	Iteration 121Q: 3 clusters Score -796481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -796484.062500 Penalty: 876.369263
	Iteration 122Q: 3 clusters Score -796484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -796487.625000 Penalty: 876.369263
	Iteration 123Q: 3 clusters Score -796487.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -796488.875000 Penalty: 876.369263
	Iteration 124Q: 3 clusters Score -796488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -796490.187500 Penalty: 876.369263
	Iteration 125Q: 3 clusters Score -796490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -796490.625000 Penalty: 876.369263
	Iteration 126Q: 3 clusters Score -796490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -796490.625000 Penalty: 876.369263
	Iteration 127F: 3 clusters Score -796490.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (161811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161811 members 
Entering Unmasked Estep 
Score: -8366013.500000 Penalty: 545.735413
	Iteration 0F: 2 clusters Score -8366014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -8257721.000000 Penalty: 1091.470825
	Iteration 0F: 3 clusters Score -8257721 nChanged 79296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75423 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -8307245.500000 Penalty: 1091.470825
	Iteration 1F: 3 clusters Score -8307246 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 88662 members 
Entering Unmasked Estep 
Score: -8311736.000000 Penalty: 1091.470825
	Iteration 2Q: 3 clusters Score -8311736 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70418 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -8319226.000000 Penalty: 1091.470825
	Iteration 3F: 3 clusters Score -8319226 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 93734 members 
Entering Unmasked Estep 
Score: -8329159.000000 Penalty: 1091.470825
	Iteration 4F: 3 clusters Score -8329159 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -8338631.000000 Penalty: 1091.470825
	Iteration 5F: 3 clusters Score -8338631 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 94919 members 
Entering Unmasked Estep 
Score: -8344368.000000 Penalty: 1091.470825
	Iteration 6F: 3 clusters Score -8344368 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 94317 members 
Entering Unmasked Estep 
Score: -8346653.500000 Penalty: 1091.470825
	Iteration 7Q: 3 clusters Score -8346654 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
Score: -8347698.000000 Penalty: 1091.470825
	Iteration 8Q: 3 clusters Score -8347698 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -8348384.500000 Penalty: 1091.470825
	Iteration 9Q: 3 clusters Score -8348384 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 91131 members 
Entering Unmasked Estep 
Score: -8349099.000000 Penalty: 1091.470825
	Iteration 10Q: 3 clusters Score -8349099 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -8349846.000000 Penalty: 1091.470825
	Iteration 11Q: 3 clusters Score -8349846 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -8350638.000000 Penalty: 1091.470825
	Iteration 12Q: 3 clusters Score -8350638 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -8351557.500000 Penalty: 1091.470825
	Iteration 13Q: 3 clusters Score -8351558 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 83655 members 
Entering Unmasked Estep 
Score: -8352563.000000 Penalty: 1091.470825
	Iteration 14Q: 3 clusters Score -8352563 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -8353615.000000 Penalty: 1091.470825
	Iteration 15Q: 3 clusters Score -8353615 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -8354689.000000 Penalty: 1091.470825
	Iteration 16Q: 3 clusters Score -8354689 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -8355604.500000 Penalty: 1091.470825
	Iteration 17Q: 3 clusters Score -8355604 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -8356440.000000 Penalty: 1091.470825
	Iteration 18Q: 3 clusters Score -8356440 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92140 members 
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	Iteration 20F: 3 clusters Score -8357713 nChanged 2067
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Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 67778 members 
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Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 65962 members 
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	Iteration 22Q: 3 clusters Score -8358649 nChanged 1819
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Mstep: Class 2 contains 64225 members 
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Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 59540 members 
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Mstep: Class 2 contains 58106 members 
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Mstep: Class 2 contains 56662 members 
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Mstep: Class 2 contains 55286 members 
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Mstep: Class 2 contains 53948 members 
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Mstep: Class 2 contains 52729 members 
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Mstep: Class 2 contains 51542 members 
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Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8361352 nChanged 1061
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Mstep: Class 1 contains 112439 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8361542 nChanged 1093
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Mstep: Class 1 contains 113532 members 
Mstep: Class 2 contains 48279 members 
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	Iteration 35Q: 3 clusters Score -8361686 nChanged 1022
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Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8361808 nChanged 1012
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Mstep: Class 2 contains 46245 members 
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Mstep: Class 2 contains 45241 members 
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	Iteration 38Q: 3 clusters Score -8362166 nChanged 974
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Mstep: Class 1 contains 117544 members 
Mstep: Class 2 contains 44267 members 
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	Iteration 39Q: 3 clusters Score -8362318 nChanged 991
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Mstep: Class 1 contains 118535 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8362540 nChanged 962
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Mstep: Class 2 contains 42314 members 
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Mstep: Class 2 contains 41370 members 
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	Iteration 42Q: 3 clusters Score -8362882 nChanged 937
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Mstep: Class 2 contains 40433 members 
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	Iteration 43Q: 3 clusters Score -8363008 nChanged 893
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Mstep: Class 2 contains 39540 members 
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Mstep: Class 2 contains 38714 members 
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	Iteration 53Q: 3 clusters Score -8363978 nChanged 535
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	Iteration 60F: 3 clusters Score -8364490 nChanged 535
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Mstep: Class 1 contains 133018 members 
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	Iteration 63Q: 3 clusters Score -8364725 nChanged 500
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	Iteration 67Q: 3 clusters Score -8364906 nChanged 334
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	Iteration 68Q: 3 clusters Score -8364952 nChanged 340
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	Iteration 71Q: 3 clusters Score -8364992 nChanged 300
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	Iteration 72Q: 3 clusters Score -8365010 nChanged 326
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	Iteration 73Q: 3 clusters Score -8365026 nChanged 306
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	Iteration 74Q: 3 clusters Score -8365042 nChanged 297
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	Iteration 79Q: 3 clusters Score -8365120 nChanged 280
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	Iteration 80F: 3 clusters Score -8365129 nChanged 267
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	Iteration 81Q: 3 clusters Score -8365158 nChanged 254
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Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -8366193.500000 Penalty: 1091.470825
	Iteration 202Q: 3 clusters Score -8366194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150919 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -8366200.500000 Penalty: 1091.470825
	Iteration 203Q: 3 clusters Score -8366200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150961 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -8366191.000000 Penalty: 1091.470825
	Iteration 204Q: 3 clusters Score -8366191 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151006 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -8366192.000000 Penalty: 1091.470825
	Iteration 205Q: 3 clusters Score -8366192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -8366208.500000 Penalty: 1091.470825
	Iteration 206Q: 3 clusters Score -8366208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -8366214.500000 Penalty: 1091.470825
	Iteration 207Q: 3 clusters Score -8366214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151114 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -8366219.500000 Penalty: 1091.470825
	Iteration 208Q: 3 clusters Score -8366220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151154 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -8366236.000000 Penalty: 1091.470825
	Iteration 209Q: 3 clusters Score -8366236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151184 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -8366226.000000 Penalty: 1091.470825
	Iteration 210Q: 3 clusters Score -8366226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151205 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -8366231.000000 Penalty: 1091.470825
	Iteration 211Q: 3 clusters Score -8366231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151232 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -8366232.000000 Penalty: 1091.470825
	Iteration 212Q: 3 clusters Score -8366232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151263 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -8366242.500000 Penalty: 1091.470825
	Iteration 213Q: 3 clusters Score -8366242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151297 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -8366240.500000 Penalty: 1091.470825
	Iteration 214Q: 3 clusters Score -8366240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -8366235.500000 Penalty: 1091.470825
	Iteration 215Q: 3 clusters Score -8366236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151343 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -8366245.500000 Penalty: 1091.470825
	Iteration 216Q: 3 clusters Score -8366246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151367 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -8366231.000000 Penalty: 1091.470825
	Iteration 217Q: 3 clusters Score -8366231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151387 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -8366226.000000 Penalty: 1091.470825
	Iteration 218Q: 3 clusters Score -8366226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151407 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -8366222.500000 Penalty: 1091.470825
	Iteration 219Q: 3 clusters Score -8366222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151426 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -8366220.000000 Penalty: 1091.470825
	Iteration 220F: 3 clusters Score -8366220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151447 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -8366226.500000 Penalty: 1091.470825
	Iteration 221Q: 3 clusters Score -8366226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -8366236.500000 Penalty: 1091.470825
	Iteration 222Q: 3 clusters Score -8366236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151491 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -8366242.500000 Penalty: 1091.470825
	Iteration 223Q: 3 clusters Score -8366242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151511 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -8366238.000000 Penalty: 1091.470825
	Iteration 224Q: 3 clusters Score -8366238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151534 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -8366228.500000 Penalty: 1091.470825
	Iteration 225Q: 3 clusters Score -8366228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151559 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -8366226.500000 Penalty: 1091.470825
	Iteration 226Q: 3 clusters Score -8366226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -8366231.000000 Penalty: 1091.470825
	Iteration 227Q: 3 clusters Score -8366231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151606 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -8366227.000000 Penalty: 1091.470825
	Iteration 228Q: 3 clusters Score -8366227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151635 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -8366236.500000 Penalty: 1091.470825
	Iteration 229Q: 3 clusters Score -8366236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151657 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -8366228.000000 Penalty: 1091.470825
	Iteration 230Q: 3 clusters Score -8366228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151680 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -8366226.000000 Penalty: 1091.470825
	Iteration 231Q: 3 clusters Score -8366226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151703 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -8366223.000000 Penalty: 1091.470825
	Iteration 232Q: 3 clusters Score -8366223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151728 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -8366230.000000 Penalty: 1091.470825
	Iteration 233Q: 3 clusters Score -8366230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151752 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -8366229.500000 Penalty: 1091.470825
	Iteration 234Q: 3 clusters Score -8366230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151790 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -8366227.500000 Penalty: 1091.470825
	Iteration 235Q: 3 clusters Score -8366228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151825 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -8366224.500000 Penalty: 1091.470825
	Iteration 236Q: 3 clusters Score -8366224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151858 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -8366236.500000 Penalty: 1091.470825
	Iteration 237Q: 3 clusters Score -8366236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151884 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -8366246.000000 Penalty: 1091.470825
	Iteration 238Q: 3 clusters Score -8366246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151915 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -8366252.500000 Penalty: 1091.470825
	Iteration 239Q: 3 clusters Score -8366252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151943 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -8366248.500000 Penalty: 1091.470825
	Iteration 240F: 3 clusters Score -8366248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151967 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -8366255.000000 Penalty: 1091.470825
	Iteration 241Q: 3 clusters Score -8366255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151991 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -8366252.500000 Penalty: 1091.470825
	Iteration 242Q: 3 clusters Score -8366252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -8366241.500000 Penalty: 1091.470825
	Iteration 243Q: 3 clusters Score -8366242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152033 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -8366243.500000 Penalty: 1091.470825
	Iteration 244Q: 3 clusters Score -8366244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152051 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -8366238.500000 Penalty: 1091.470825
	Iteration 245Q: 3 clusters Score -8366238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152075 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -8366233.500000 Penalty: 1091.470825
	Iteration 246Q: 3 clusters Score -8366234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -8366236.000000 Penalty: 1091.470825
	Iteration 247Q: 3 clusters Score -8366236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -8366240.000000 Penalty: 1091.470825
	Iteration 248Q: 3 clusters Score -8366240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152136 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -8366239.000000 Penalty: 1091.470825
	Iteration 249Q: 3 clusters Score -8366239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152154 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -8366235.500000 Penalty: 1091.470825
	Iteration 250Q: 3 clusters Score -8366236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -8366244.500000 Penalty: 1091.470825
	Iteration 251Q: 3 clusters Score -8366244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152186 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -8366245.000000 Penalty: 1091.470825
	Iteration 252Q: 3 clusters Score -8366245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152205 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -8366244.000000 Penalty: 1091.470825
	Iteration 253Q: 3 clusters Score -8366244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152220 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -8366234.500000 Penalty: 1091.470825
	Iteration 254Q: 3 clusters Score -8366234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152233 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -8366238.000000 Penalty: 1091.470825
	Iteration 255Q: 3 clusters Score -8366238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152243 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -8366226.500000 Penalty: 1091.470825
	Iteration 256Q: 3 clusters Score -8366226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -8366229.500000 Penalty: 1091.470825
	Iteration 257Q: 3 clusters Score -8366230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152258 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -8366234.500000 Penalty: 1091.470825
	Iteration 258Q: 3 clusters Score -8366234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152272 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -8366238.000000 Penalty: 1091.470825
	Iteration 259Q: 3 clusters Score -8366238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152288 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -8366240.500000 Penalty: 1091.470825
	Iteration 260F: 3 clusters Score -8366240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -8366243.000000 Penalty: 1091.470825
	Iteration 261Q: 3 clusters Score -8366243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -8366249.000000 Penalty: 1091.470825
	Iteration 262Q: 3 clusters Score -8366249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152321 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -8366243.500000 Penalty: 1091.470825
	Iteration 263Q: 3 clusters Score -8366244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152330 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -8366239.000000 Penalty: 1091.470825
	Iteration 264Q: 3 clusters Score -8366239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152338 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -8366246.500000 Penalty: 1091.470825
	Iteration 265Q: 3 clusters Score -8366246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152346 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -8366240.000000 Penalty: 1091.470825
	Iteration 266Q: 3 clusters Score -8366240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152355 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -8366240.000000 Penalty: 1091.470825
	Iteration 267Q: 3 clusters Score -8366240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152359 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -8366239.000000 Penalty: 1091.470825
	Iteration 268Q: 3 clusters Score -8366239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152361 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -8366242.000000 Penalty: 1091.470825
	Iteration 269Q: 3 clusters Score -8366242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152364 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -8366243.500000 Penalty: 1091.470825
	Iteration 270Q: 3 clusters Score -8366244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152365 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -8366244.500000 Penalty: 1091.470825
	Iteration 271Q: 3 clusters Score -8366244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152365 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -8366244.500000 Penalty: 1091.470825
	Iteration 272F: 3 clusters Score -8366244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 85790 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 38565 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 38922 members 
Mstep: Class 8 contains 76357 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 43123 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 60433 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1670 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 84183 members 
Mstep: Class 19 contains 68807 members 
Mstep: Class 20 contains 56078 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 93023 members 
Mstep: Class 23 contains 71628 members 
Mstep: Class 24 contains 8716 members 
Mstep: Class 25 contains 2761 members 
Mstep: Class 26 contains 15221 members 
Mstep: Class 27 contains 152365 members 
Mstep: Class 28 contains 15094 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 41789 members 
Mstep: Class 31 contains 40175 members 
Mstep: Class 32 contains 22819 members 
Mstep: Class 33 contains 92034 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140995 members 
Mstep: Class 37 contains 18990 members 
Mstep: Class 38 contains 78643 members 
Mstep: Class 39 contains 59354 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16828 members 
Mstep: Class 42 contains 5596 members 
Mstep: Class 43 contains 45696 members 
Mstep: Class 44 contains 31747 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4970 members 
Mstep: Class 47 contains 50504 members 
Mstep: Class 48 contains 19492 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8658 members 
Mstep: Class 51 contains 89939 members 
Mstep: Class 52 contains 9446 members 
Entering Unmasked Estep 
Score: -87461224.000000 Penalty: 33984.746094
Splitting cluster 27 changes total score from -87459024.000000 to -87461224.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 28 (15094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Entering Unmasked Estep 
Score: -813978.687500 Penalty: 437.803375
	Iteration 0F: 2 clusters Score -813978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -804065.437500 Penalty: 875.606750
	Iteration 0F: 3 clusters Score -804065.4 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -808111.750000 Penalty: 875.606750
	Iteration 1F: 3 clusters Score -808111.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -808357.187500 Penalty: 875.606750
	Iteration 2Q: 3 clusters Score -808357.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -808751.562500 Penalty: 875.606750
	Iteration 3Q: 3 clusters Score -808751.6 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -809507.812500 Penalty: 875.606750
	Iteration 4F: 3 clusters Score -809507.8 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -810523.187500 Penalty: 875.606750
	Iteration 5F: 3 clusters Score -810523.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -811543.375000 Penalty: 875.606750
	Iteration 6F: 3 clusters Score -811543.4 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -812315.687500 Penalty: 875.606750
	Iteration 7F: 3 clusters Score -812315.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -812697.937500 Penalty: 875.606750
	Iteration 8Q: 3 clusters Score -812697.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -812948.562500 Penalty: 875.606750
	Iteration 9Q: 3 clusters Score -812948.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -813178.625000 Penalty: 875.606750
	Iteration 10Q: 3 clusters Score -813178.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -813437.562500 Penalty: 875.606750
	Iteration 11Q: 3 clusters Score -813437.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -813718.250000 Penalty: 875.606750
	Iteration 12Q: 3 clusters Score -813718.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -813970.000000 Penalty: 875.606750
	Iteration 13Q: 3 clusters Score -813970 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -814140.312500 Penalty: 875.606750
	Iteration 14Q: 3 clusters Score -814140.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -814237.625000 Penalty: 875.606750
	Iteration 15Q: 3 clusters Score -814237.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -814274.812500 Penalty: 875.606750
	Iteration 16Q: 3 clusters Score -814274.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -814296.562500 Penalty: 875.606750
	Iteration 17Q: 3 clusters Score -814296.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -814308.437500 Penalty: 875.606750
	Iteration 18Q: 3 clusters Score -814308.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -814313.500000 Penalty: 875.606750
	Iteration 19Q: 3 clusters Score -814313.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -814316.187500 Penalty: 875.606750
	Iteration 20F: 3 clusters Score -814316.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -814319.562500 Penalty: 875.606750
	Iteration 21Q: 3 clusters Score -814319.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -814322.250000 Penalty: 875.606750
	Iteration 22Q: 3 clusters Score -814322.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -814323.062500 Penalty: 875.606750
	Iteration 23Q: 3 clusters Score -814323.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -814324.000000 Penalty: 875.606750
	Iteration 24Q: 3 clusters Score -814324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -814326.937500 Penalty: 875.606750
	Iteration 25Q: 3 clusters Score -814326.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -814325.812500 Penalty: 875.606750
	Iteration 26Q: 3 clusters Score -814325.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -814323.437500 Penalty: 875.606750
	Iteration 27Q: 3 clusters Score -814323.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -814326.875000 Penalty: 875.606750
	Iteration 28Q: 3 clusters Score -814326.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -814327.437500 Penalty: 875.606750
	Iteration 29Q: 3 clusters Score -814327.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -814332.062500 Penalty: 875.606750
	Iteration 30Q: 3 clusters Score -814332.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -814332.875000 Penalty: 875.606750
	Iteration 31Q: 3 clusters Score -814332.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -814334.125000 Penalty: 875.606750
	Iteration 32Q: 3 clusters Score -814334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -814332.500000 Penalty: 875.606750
	Iteration 33Q: 3 clusters Score -814332.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -814333.875000 Penalty: 875.606750
	Iteration 34Q: 3 clusters Score -814333.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -814332.437500 Penalty: 875.606750
	Iteration 35Q: 3 clusters Score -814332.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -814334.562500 Penalty: 875.606750
	Iteration 36Q: 3 clusters Score -814334.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -814336.562500 Penalty: 875.606750
	Iteration 37Q: 3 clusters Score -814336.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -814337.625000 Penalty: 875.606750
	Iteration 38Q: 3 clusters Score -814337.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -814336.625000 Penalty: 875.606750
	Iteration 39Q: 3 clusters Score -814336.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -814337.000000 Penalty: 875.606750
	Iteration 40F: 3 clusters Score -814337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -814338.375000 Penalty: 875.606750
	Iteration 41Q: 3 clusters Score -814338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -814336.125000 Penalty: 875.606750
	Iteration 42Q: 3 clusters Score -814336.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -814335.875000 Penalty: 875.606750
	Iteration 43Q: 3 clusters Score -814335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -814335.625000 Penalty: 875.606750
	Iteration 44Q: 3 clusters Score -814335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -814335.750000 Penalty: 875.606750
	Iteration 45Q: 3 clusters Score -814335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -814335.562500 Penalty: 875.606750
	Iteration 46Q: 3 clusters Score -814335.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -814337.062500 Penalty: 875.606750
	Iteration 47Q: 3 clusters Score -814337.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -814336.875000 Penalty: 875.606750
	Iteration 48Q: 3 clusters Score -814336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -814336.937500 Penalty: 875.606750
	Iteration 49Q: 3 clusters Score -814336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -814336.937500 Penalty: 875.606750
	Iteration 50F: 3 clusters Score -814336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 85790 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 38565 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 38922 members 
Mstep: Class 8 contains 76357 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 43123 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 60433 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1670 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 84183 members 
Mstep: Class 19 contains 68807 members 
Mstep: Class 20 contains 56078 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 93023 members 
Mstep: Class 23 contains 71628 members 
Mstep: Class 24 contains 8716 members 
Mstep: Class 25 contains 2761 members 
Mstep: Class 26 contains 15221 members 
Mstep: Class 27 contains 152365 members 
Mstep: Class 28 contains 2945 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 41789 members 
Mstep: Class 31 contains 40175 members 
Mstep: Class 32 contains 22819 members 
Mstep: Class 33 contains 92034 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140995 members 
Mstep: Class 37 contains 18990 members 
Mstep: Class 38 contains 78643 members 
Mstep: Class 39 contains 59354 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16828 members 
Mstep: Class 42 contains 5596 members 
Mstep: Class 43 contains 45696 members 
Mstep: Class 44 contains 31747 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4970 members 
Mstep: Class 47 contains 50504 members 
Mstep: Class 48 contains 19492 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8658 members 
Mstep: Class 51 contains 89939 members 
Mstep: Class 52 contains 9446 members 
Mstep: Class 53 contains 12149 members 
Entering Unmasked Estep 
Score: -87461368.000000 Penalty: 34638.300781
Splitting cluster 28 changes total score from -87459024.000000 to -87461368.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32574.300781 Penalty: 295.327911
	Iteration 0F: 2 clusters Score -32574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31976.820312 Penalty: 590.655823
	Iteration 0F: 3 clusters Score -31976.82 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -32119.375000 Penalty: 590.655823
	Iteration 1F: 3 clusters Score -32119.38 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -32158.210938 Penalty: 590.655823
	Iteration 2F: 3 clusters Score -32158.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -32185.001953 Penalty: 590.655823
	Iteration 3F: 3 clusters Score -32185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -32207.822266 Penalty: 590.655823
	Iteration 4Q: 3 clusters Score -32207.82 nChanged 24
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: -32227.105469 Penalty: 590.655823
	Iteration 5Q: 3 clusters Score -32227.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -32246.070312 Penalty: 590.655823
	Iteration 6Q: 3 clusters Score -32246.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32259.144531 Penalty: 590.655823
	Iteration 7Q: 3 clusters Score -32259.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -32264.919922 Penalty: 590.655823
	Iteration 8Q: 3 clusters Score -32264.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32269.210938 Penalty: 590.655823
	Iteration 9Q: 3 clusters Score -32269.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -32276.947266 Penalty: 590.655823
	Iteration 10Q: 3 clusters Score -32276.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -32282.541016 Penalty: 590.655823
	Iteration 11Q: 3 clusters Score -32282.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -32290.021484 Penalty: 590.655823
	Iteration 12Q: 3 clusters Score -32290.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32293.455078 Penalty: 590.655823
	Iteration 13Q: 3 clusters Score -32293.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -32296.478516 Penalty: 590.655823
	Iteration 14Q: 3 clusters Score -32296.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -32299.886719 Penalty: 590.655823
	Iteration 15Q: 3 clusters Score -32299.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -32301.517578 Penalty: 590.655823
	Iteration 16Q: 3 clusters Score -32301.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -32302.876953 Penalty: 590.655823
	Iteration 17Q: 3 clusters Score -32302.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -32304.289062 Penalty: 590.655823
	Iteration 18Q: 3 clusters Score -32304.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -32305.375000 Penalty: 590.655823
	Iteration 19Q: 3 clusters Score -32305.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -32306.835938 Penalty: 590.655823
	Iteration 20F: 3 clusters Score -32306.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32307.832031 Penalty: 590.655823
	Iteration 21Q: 3 clusters Score -32307.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -32307.832031 Penalty: 590.655823
	Iteration 22F: 3 clusters Score -32307.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Entering Unmasked Estep 
Score: -2308288.000000 Penalty: 484.137665
	Iteration 0F: 2 clusters Score -2308288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2280267.000000 Penalty: 968.275330
	Iteration 0F: 3 clusters Score -2280267 nChanged 20227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2293881.750000 Penalty: 968.275330
	Iteration 1F: 3 clusters Score -2293882 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2295643.000000 Penalty: 968.275330
	Iteration 2F: 3 clusters Score -2295643 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2298059.000000 Penalty: 968.275330
	Iteration 3F: 3 clusters Score -2298059 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -2301243.250000 Penalty: 968.275330
	Iteration 4F: 3 clusters Score -2301243 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2304182.000000 Penalty: 968.275330
	Iteration 5F: 3 clusters Score -2304182 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -2305639.500000 Penalty: 968.275330
	Iteration 6F: 3 clusters Score -2305640 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -2306153.750000 Penalty: 968.275330
	Iteration 7Q: 3 clusters Score -2306154 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -2306417.750000 Penalty: 968.275330
	Iteration 8Q: 3 clusters Score -2306418 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2306580.250000 Penalty: 968.275330
	Iteration 9Q: 3 clusters Score -2306580 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -2306697.000000 Penalty: 968.275330
	Iteration 10Q: 3 clusters Score -2306697 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -2306763.000000 Penalty: 968.275330
	Iteration 11Q: 3 clusters Score -2306763 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2306814.250000 Penalty: 968.275330
	Iteration 12Q: 3 clusters Score -2306814 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -2306844.750000 Penalty: 968.275330
	Iteration 13Q: 3 clusters Score -2306845 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -2306870.000000 Penalty: 968.275330
	Iteration 14Q: 3 clusters Score -2306870 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -2306886.250000 Penalty: 968.275330
	Iteration 15Q: 3 clusters Score -2306886 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -2306900.500000 Penalty: 968.275330
	Iteration 16Q: 3 clusters Score -2306900 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -2306913.250000 Penalty: 968.275330
	Iteration 17Q: 3 clusters Score -2306913 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -2306920.750000 Penalty: 968.275330
	Iteration 18Q: 3 clusters Score -2306921 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -2306931.250000 Penalty: 968.275330
	Iteration 19Q: 3 clusters Score -2306931 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -2306931.000000 Penalty: 968.275330
	Iteration 20F: 3 clusters Score -2306931 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -2306951.750000 Penalty: 968.275330
	Iteration 21Q: 3 clusters Score -2306952 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -2306949.250000 Penalty: 968.275330
	Iteration 22Q: 3 clusters Score -2306949 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -2306959.500000 Penalty: 968.275330
	Iteration 23Q: 3 clusters Score -2306960 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -2306967.500000 Penalty: 968.275330
	Iteration 24Q: 3 clusters Score -2306968 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -2306976.000000 Penalty: 968.275330
	Iteration 25Q: 3 clusters Score -2306976 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -2306979.000000 Penalty: 968.275330
	Iteration 26Q: 3 clusters Score -2306979 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -2306992.500000 Penalty: 968.275330
	Iteration 27Q: 3 clusters Score -2306992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -2306998.500000 Penalty: 968.275330
	Iteration 28Q: 3 clusters Score -2306998 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -2307005.750000 Penalty: 968.275330
	Iteration 29Q: 3 clusters Score -2307006 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -2307018.750000 Penalty: 968.275330
	Iteration 30Q: 3 clusters Score -2307019 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -2307026.500000 Penalty: 968.275330
	Iteration 31Q: 3 clusters Score -2307026 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -2307034.000000 Penalty: 968.275330
	Iteration 32Q: 3 clusters Score -2307034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -2307037.750000 Penalty: 968.275330
	Iteration 33Q: 3 clusters Score -2307038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -2307043.250000 Penalty: 968.275330
	Iteration 34Q: 3 clusters Score -2307043 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -2307042.000000 Penalty: 968.275330
	Iteration 35Q: 3 clusters Score -2307042 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -2307057.000000 Penalty: 968.275330
	Iteration 36Q: 3 clusters Score -2307057 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -2307057.250000 Penalty: 968.275330
	Iteration 37Q: 3 clusters Score -2307057 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -2307060.000000 Penalty: 968.275330
	Iteration 38Q: 3 clusters Score -2307060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -2307068.250000 Penalty: 968.275330
	Iteration 39Q: 3 clusters Score -2307068 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -2307077.750000 Penalty: 968.275330
	Iteration 40F: 3 clusters Score -2307078 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -2307091.250000 Penalty: 968.275330
	Iteration 41Q: 3 clusters Score -2307091 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -2307099.750000 Penalty: 968.275330
	Iteration 42Q: 3 clusters Score -2307100 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -2307112.250000 Penalty: 968.275330
	Iteration 43Q: 3 clusters Score -2307112 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -2307120.000000 Penalty: 968.275330
	Iteration 44Q: 3 clusters Score -2307120 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -2307126.750000 Penalty: 968.275330
	Iteration 45Q: 3 clusters Score -2307127 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -2307134.000000 Penalty: 968.275330
	Iteration 46Q: 3 clusters Score -2307134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -2307139.500000 Penalty: 968.275330
	Iteration 47Q: 3 clusters Score -2307140 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -2307145.500000 Penalty: 968.275330
	Iteration 48Q: 3 clusters Score -2307146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -2307158.750000 Penalty: 968.275330
	Iteration 49Q: 3 clusters Score -2307159 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -2307160.250000 Penalty: 968.275330
	Iteration 50Q: 3 clusters Score -2307160 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -2307154.250000 Penalty: 968.275330
	Iteration 51Q: 3 clusters Score -2307154 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -2307154.250000 Penalty: 968.275330
	Iteration 52Q: 3 clusters Score -2307154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -2307164.000000 Penalty: 968.275330
	Iteration 53Q: 3 clusters Score -2307164 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -2307178.000000 Penalty: 968.275330
	Iteration 54Q: 3 clusters Score -2307178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -2307180.250000 Penalty: 968.275330
	Iteration 55Q: 3 clusters Score -2307180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -2307181.500000 Penalty: 968.275330
	Iteration 56Q: 3 clusters Score -2307182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -2307189.250000 Penalty: 968.275330
	Iteration 57Q: 3 clusters Score -2307189 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -2307194.250000 Penalty: 968.275330
	Iteration 58Q: 3 clusters Score -2307194 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -2307201.500000 Penalty: 968.275330
	Iteration 59Q: 3 clusters Score -2307202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -2307204.750000 Penalty: 968.275330
	Iteration 60F: 3 clusters Score -2307205 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -2307203.250000 Penalty: 968.275330
	Iteration 61Q: 3 clusters Score -2307203 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -2307207.750000 Penalty: 968.275330
	Iteration 62Q: 3 clusters Score -2307208 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -2307212.750000 Penalty: 968.275330
	Iteration 63Q: 3 clusters Score -2307213 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -2307212.500000 Penalty: 968.275330
	Iteration 64Q: 3 clusters Score -2307212 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -2307218.750000 Penalty: 968.275330
	Iteration 65Q: 3 clusters Score -2307219 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -2307220.250000 Penalty: 968.275330
	Iteration 66Q: 3 clusters Score -2307220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -2307215.750000 Penalty: 968.275330
	Iteration 67Q: 3 clusters Score -2307216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -2307228.500000 Penalty: 968.275330
	Iteration 68Q: 3 clusters Score -2307228 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -2307247.250000 Penalty: 968.275330
	Iteration 69Q: 3 clusters Score -2307247 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -2307256.750000 Penalty: 968.275330
	Iteration 70Q: 3 clusters Score -2307257 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -2307252.500000 Penalty: 968.275330
	Iteration 71Q: 3 clusters Score -2307252 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -2307256.000000 Penalty: 968.275330
	Iteration 72Q: 3 clusters Score -2307256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -2307270.250000 Penalty: 968.275330
	Iteration 73Q: 3 clusters Score -2307270 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -2307268.500000 Penalty: 968.275330
	Iteration 74Q: 3 clusters Score -2307268 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -2307276.750000 Penalty: 968.275330
	Iteration 75Q: 3 clusters Score -2307277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -2307283.750000 Penalty: 968.275330
	Iteration 76Q: 3 clusters Score -2307284 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -2307288.250000 Penalty: 968.275330
	Iteration 77Q: 3 clusters Score -2307288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -2307293.750000 Penalty: 968.275330
	Iteration 78Q: 3 clusters Score -2307294 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -2307297.750000 Penalty: 968.275330
	Iteration 79Q: 3 clusters Score -2307298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -2307297.750000 Penalty: 968.275330
	Iteration 80F: 3 clusters Score -2307298 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -2307303.500000 Penalty: 968.275330
	Iteration 81Q: 3 clusters Score -2307304 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -2307315.250000 Penalty: 968.275330
	Iteration 82Q: 3 clusters Score -2307315 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -2307313.250000 Penalty: 968.275330
	Iteration 83Q: 3 clusters Score -2307313 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -2307323.000000 Penalty: 968.275330
	Iteration 84Q: 3 clusters Score -2307323 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -2307333.250000 Penalty: 968.275330
	Iteration 85Q: 3 clusters Score -2307333 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -2307334.000000 Penalty: 968.275330
	Iteration 86Q: 3 clusters Score -2307334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -2307339.250000 Penalty: 968.275330
	Iteration 87Q: 3 clusters Score -2307339 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -2307349.750000 Penalty: 968.275330
	Iteration 88Q: 3 clusters Score -2307350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -2307369.750000 Penalty: 968.275330
	Iteration 89Q: 3 clusters Score -2307370 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -2307365.000000 Penalty: 968.275330
	Iteration 90Q: 3 clusters Score -2307365 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -2307372.500000 Penalty: 968.275330
	Iteration 91Q: 3 clusters Score -2307372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -2307379.000000 Penalty: 968.275330
	Iteration 92Q: 3 clusters Score -2307379 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -2307397.750000 Penalty: 968.275330
	Iteration 93Q: 3 clusters Score -2307398 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -2307408.750000 Penalty: 968.275330
	Iteration 94Q: 3 clusters Score -2307409 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -2307425.750000 Penalty: 968.275330
	Iteration 95Q: 3 clusters Score -2307426 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -2307436.500000 Penalty: 968.275330
	Iteration 96Q: 3 clusters Score -2307436 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -2307451.250000 Penalty: 968.275330
	Iteration 97Q: 3 clusters Score -2307451 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -2307447.750000 Penalty: 968.275330
	Iteration 98Q: 3 clusters Score -2307448 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -2307467.000000 Penalty: 968.275330
	Iteration 99Q: 3 clusters Score -2307467 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -2307467.500000 Penalty: 968.275330
	Iteration 100F: 3 clusters Score -2307468 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -2307471.500000 Penalty: 968.275330
	Iteration 101Q: 3 clusters Score -2307472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -2307478.750000 Penalty: 968.275330
	Iteration 102Q: 3 clusters Score -2307479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -2307479.250000 Penalty: 968.275330
	Iteration 103Q: 3 clusters Score -2307479 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -2307501.000000 Penalty: 968.275330
	Iteration 104Q: 3 clusters Score -2307501 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -2307507.500000 Penalty: 968.275330
	Iteration 105Q: 3 clusters Score -2307508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -2307518.000000 Penalty: 968.275330
	Iteration 106Q: 3 clusters Score -2307518 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -2307521.000000 Penalty: 968.275330
	Iteration 107Q: 3 clusters Score -2307521 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -2307533.500000 Penalty: 968.275330
	Iteration 108Q: 3 clusters Score -2307534 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -2307543.000000 Penalty: 968.275330
	Iteration 109Q: 3 clusters Score -2307543 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -2307553.000000 Penalty: 968.275330
	Iteration 110Q: 3 clusters Score -2307553 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -2307563.250000 Penalty: 968.275330
	Iteration 111Q: 3 clusters Score -2307563 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -2307579.000000 Penalty: 968.275330
	Iteration 112Q: 3 clusters Score -2307579 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -2307594.250000 Penalty: 968.275330
	Iteration 113Q: 3 clusters Score -2307594 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -2307594.250000 Penalty: 968.275330
	Iteration 114Q: 3 clusters Score -2307594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2307598 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -2307613.750000 Penalty: 968.275330
	Iteration 116Q: 3 clusters Score -2307614 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -2307621.750000 Penalty: 968.275330
	Iteration 117Q: 3 clusters Score -2307622 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -2307632.500000 Penalty: 968.275330
	Iteration 118Q: 3 clusters Score -2307632 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -2307644.500000 Penalty: 968.275330
	Iteration 119Q: 3 clusters Score -2307644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -2307659.750000 Penalty: 968.275330
	Iteration 120F: 3 clusters Score -2307660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -2307667.500000 Penalty: 968.275330
	Iteration 121Q: 3 clusters Score -2307668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2307674 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -2307682.500000 Penalty: 968.275330
	Iteration 123Q: 3 clusters Score -2307682 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -2307702.500000 Penalty: 968.275330
	Iteration 124Q: 3 clusters Score -2307702 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -2307720.250000 Penalty: 968.275330
	Iteration 125Q: 3 clusters Score -2307720 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2307720 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -2307731.250000 Penalty: 968.275330
	Iteration 127Q: 3 clusters Score -2307731 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -2307747.500000 Penalty: 968.275330
	Iteration 128Q: 3 clusters Score -2307748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -2307765.000000 Penalty: 968.275330
	Iteration 129Q: 3 clusters Score -2307765 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -2307779.500000 Penalty: 968.275330
	Iteration 130Q: 3 clusters Score -2307780 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -2307785.500000 Penalty: 968.275330
	Iteration 131Q: 3 clusters Score -2307786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2307795 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -2307809.000000 Penalty: 968.275330
	Iteration 133Q: 3 clusters Score -2307809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -2307808.250000 Penalty: 968.275330
	Iteration 134Q: 3 clusters Score -2307808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -2307812.250000 Penalty: 968.275330
	Iteration 135Q: 3 clusters Score -2307812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2307810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2307820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2307820 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -2307823.000000 Penalty: 968.275330
	Iteration 139Q: 3 clusters Score -2307823 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -2307833.500000 Penalty: 968.275330
	Iteration 140F: 3 clusters Score -2307834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -2307837.750000 Penalty: 968.275330
	Iteration 141Q: 3 clusters Score -2307838 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2307837 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2307844 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2307844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -2307847.000000 Penalty: 968.275330
	Iteration 145Q: 3 clusters Score -2307847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2307852 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2307853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2307852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2307855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2307862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -2307863.500000 Penalty: 968.275330
	Iteration 151Q: 3 clusters Score -2307864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -2307869.750000 Penalty: 968.275330
	Iteration 152Q: 3 clusters Score -2307870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -2307883.500000 Penalty: 968.275330
	Iteration 153Q: 3 clusters Score -2307884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -2307889.250000 Penalty: 968.275330
	Iteration 154Q: 3 clusters Score -2307889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -2307892.500000 Penalty: 968.275330
	Iteration 155Q: 3 clusters Score -2307892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -2307899.500000 Penalty: 968.275330
	Iteration 156Q: 3 clusters Score -2307900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -2307904.500000 Penalty: 968.275330
	Iteration 157Q: 3 clusters Score -2307904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2307910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -2307909.000000 Penalty: 968.275330
	Iteration 159Q: 3 clusters Score -2307909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -2307908.250000 Penalty: 968.275330
	Iteration 160F: 3 clusters Score -2307908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2307910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -2307911.750000 Penalty: 968.275330
	Iteration 162Q: 3 clusters Score -2307912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2307910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -2307913.250000 Penalty: 968.275330
	Iteration 164Q: 3 clusters Score -2307913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -2307915.500000 Penalty: 968.275330
	Iteration 165Q: 3 clusters Score -2307916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -2307916.750000 Penalty: 968.275330
	Iteration 166Q: 3 clusters Score -2307917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -2307920.500000 Penalty: 968.275330
	Iteration 167Q: 3 clusters Score -2307920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -2307925.000000 Penalty: 968.275330
	Iteration 168Q: 3 clusters Score -2307925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -2307926.500000 Penalty: 968.275330
	Iteration 169Q: 3 clusters Score -2307926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2307926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -2307931.250000 Penalty: 968.275330
	Iteration 171Q: 3 clusters Score -2307931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -2307929.250000 Penalty: 968.275330
	Iteration 172Q: 3 clusters Score -2307929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -2307934.500000 Penalty: 968.275330
	Iteration 173Q: 3 clusters Score -2307934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -2307941.750000 Penalty: 968.275330
	Iteration 174Q: 3 clusters Score -2307942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -2307940.250000 Penalty: 968.275330
	Iteration 175Q: 3 clusters Score -2307940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -2307942.000000 Penalty: 968.275330
	Iteration 176Q: 3 clusters Score -2307942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -2307950.000000 Penalty: 968.275330
	Iteration 177Q: 3 clusters Score -2307950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -2307953.500000 Penalty: 968.275330
	Iteration 178Q: 3 clusters Score -2307954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -2307954.500000 Penalty: 968.275330
	Iteration 179Q: 3 clusters Score -2307954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -2307957.500000 Penalty: 968.275330
	Iteration 180F: 3 clusters Score -2307958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -2307958.500000 Penalty: 968.275330
	Iteration 181Q: 3 clusters Score -2307958 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -2307963.250000 Penalty: 968.275330
	Iteration 182Q: 3 clusters Score -2307963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -2307964.000000 Penalty: 968.275330
	Iteration 183Q: 3 clusters Score -2307964 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2307964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -2307964.250000 Penalty: 968.275330
	Iteration 185Q: 3 clusters Score -2307964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -2307969.000000 Penalty: 968.275330
	Iteration 186Q: 3 clusters Score -2307969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -2307970.500000 Penalty: 968.275330
	Iteration 187Q: 3 clusters Score -2307970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -2307971.000000 Penalty: 968.275330
	Iteration 188Q: 3 clusters Score -2307971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -2307977.500000 Penalty: 968.275330
	Iteration 189Q: 3 clusters Score -2307978 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
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Entering Unmasked Estep 
Score: -2307981.000000 Penalty: 968.275330
	Iteration 190Q: 3 clusters Score -2307981 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2307982 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2307982 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2307981 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -2307983.500000 Penalty: 968.275330
	Iteration 194Q: 3 clusters Score -2307984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2307984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -2307985.000000 Penalty: 968.275330
	Iteration 196Q: 3 clusters Score -2307985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -2307984.250000 Penalty: 968.275330
	Iteration 197Q: 3 clusters Score -2307984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -2307987.000000 Penalty: 968.275330
	Iteration 198Q: 3 clusters Score -2307987 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2307988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -2307987.250000 Penalty: 968.275330
	Iteration 200F: 3 clusters Score -2307987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
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Entering Unmasked Estep 
Score: -2307986.250000 Penalty: 968.275330
	Iteration 201Q: 3 clusters Score -2307986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -2307991.250000 Penalty: 968.275330
	Iteration 202Q: 3 clusters Score -2307991 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -2307986.000000 Penalty: 968.275330
	Iteration 203Q: 3 clusters Score -2307986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -2307992.000000 Penalty: 968.275330
	Iteration 204Q: 3 clusters Score -2307992 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -2307992.750000 Penalty: 968.275330
	Iteration 205Q: 3 clusters Score -2307993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -2307994.000000 Penalty: 968.275330
	Iteration 206Q: 3 clusters Score -2307994 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -2307994.000000 Penalty: 968.275330
	Iteration 207Q: 3 clusters Score -2307994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -2307995.000000 Penalty: 968.275330
	Iteration 208Q: 3 clusters Score -2307995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -2307993.750000 Penalty: 968.275330
	Iteration 209Q: 3 clusters Score -2307994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -2307995.250000 Penalty: 968.275330
	Iteration 210Q: 3 clusters Score -2307995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -2307996.250000 Penalty: 968.275330
	Iteration 211Q: 3 clusters Score -2307996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -2307999.750000 Penalty: 968.275330
	Iteration 212Q: 3 clusters Score -2308000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -2307999.750000 Penalty: 968.275330
	Iteration 213Q: 3 clusters Score -2308000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -2307998.000000 Penalty: 968.275330
	Iteration 214Q: 3 clusters Score -2307998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -2308000.750000 Penalty: 968.275330
	Iteration 215Q: 3 clusters Score -2308001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -2308000.000000 Penalty: 968.275330
	Iteration 216Q: 3 clusters Score -2308000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -2308000.500000 Penalty: 968.275330
	Iteration 217Q: 3 clusters Score -2308000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -2308000.500000 Penalty: 968.275330
	Iteration 218Q: 3 clusters Score -2308000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -2308001.750000 Penalty: 968.275330
	Iteration 219Q: 3 clusters Score -2308002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -2308001.000000 Penalty: 968.275330
	Iteration 220F: 3 clusters Score -2308001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -2308002.750000 Penalty: 968.275330
	Iteration 221Q: 3 clusters Score -2308003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -2307999.000000 Penalty: 968.275330
	Iteration 222Q: 3 clusters Score -2307999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -2307997.750000 Penalty: 968.275330
	Iteration 223Q: 3 clusters Score -2307998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -2307998.500000 Penalty: 968.275330
	Iteration 224Q: 3 clusters Score -2307998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -2308001.250000 Penalty: 968.275330
	Iteration 225Q: 3 clusters Score -2308001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -2307999.250000 Penalty: 968.275330
	Iteration 226Q: 3 clusters Score -2307999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -2308004.500000 Penalty: 968.275330
	Iteration 227Q: 3 clusters Score -2308004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -2308007.250000 Penalty: 968.275330
	Iteration 228Q: 3 clusters Score -2308007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -2308005.750000 Penalty: 968.275330
	Iteration 229Q: 3 clusters Score -2308006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -2308007.000000 Penalty: 968.275330
	Iteration 230Q: 3 clusters Score -2308007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -2308011.250000 Penalty: 968.275330
	Iteration 231Q: 3 clusters Score -2308011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -2308022.500000 Penalty: 968.275330
	Iteration 232Q: 3 clusters Score -2308022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -2308025.250000 Penalty: 968.275330
	Iteration 233Q: 3 clusters Score -2308025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -2308030.500000 Penalty: 968.275330
	Iteration 234Q: 3 clusters Score -2308030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -2308039.250000 Penalty: 968.275330
	Iteration 235Q: 3 clusters Score -2308039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -2308046.000000 Penalty: 968.275330
	Iteration 236Q: 3 clusters Score -2308046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -2308052.250000 Penalty: 968.275330
	Iteration 237Q: 3 clusters Score -2308052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -2308055.250000 Penalty: 968.275330
	Iteration 238Q: 3 clusters Score -2308055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -2308058.500000 Penalty: 968.275330
	Iteration 239Q: 3 clusters Score -2308058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -2308063.750000 Penalty: 968.275330
	Iteration 240F: 3 clusters Score -2308064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -2308068.250000 Penalty: 968.275330
	Iteration 241Q: 3 clusters Score -2308068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -2308069.750000 Penalty: 968.275330
	Iteration 242Q: 3 clusters Score -2308070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -2308074.750000 Penalty: 968.275330
	Iteration 243Q: 3 clusters Score -2308075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -2308073.750000 Penalty: 968.275330
	Iteration 244Q: 3 clusters Score -2308074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -2308079.500000 Penalty: 968.275330
	Iteration 245Q: 3 clusters Score -2308080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -2308080.500000 Penalty: 968.275330
	Iteration 246Q: 3 clusters Score -2308080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -2308080.750000 Penalty: 968.275330
	Iteration 247Q: 3 clusters Score -2308081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -2308084.250000 Penalty: 968.275330
	Iteration 248Q: 3 clusters Score -2308084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -2308091.500000 Penalty: 968.275330
	Iteration 249Q: 3 clusters Score -2308092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -2308092.500000 Penalty: 968.275330
	Iteration 250Q: 3 clusters Score -2308092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -2308103.500000 Penalty: 968.275330
	Iteration 251Q: 3 clusters Score -2308104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -2308105.250000 Penalty: 968.275330
	Iteration 252Q: 3 clusters Score -2308105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -2308109.500000 Penalty: 968.275330
	Iteration 253Q: 3 clusters Score -2308110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -2308114.000000 Penalty: 968.275330
	Iteration 254Q: 3 clusters Score -2308114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -2308119.250000 Penalty: 968.275330
	Iteration 255Q: 3 clusters Score -2308119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -2308118.250000 Penalty: 968.275330
	Iteration 256Q: 3 clusters Score -2308118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -2308120.250000 Penalty: 968.275330
	Iteration 257Q: 3 clusters Score -2308120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -2308119.750000 Penalty: 968.275330
	Iteration 258Q: 3 clusters Score -2308120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -2308119.500000 Penalty: 968.275330
	Iteration 259Q: 3 clusters Score -2308120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -2308119.500000 Penalty: 968.275330
	Iteration 260F: 3 clusters Score -2308120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -2308119.000000 Penalty: 968.275330
	Iteration 261Q: 3 clusters Score -2308119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -2308118.000000 Penalty: 968.275330
	Iteration 262Q: 3 clusters Score -2308118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -2308118.000000 Penalty: 968.275330
	Iteration 263F: 3 clusters Score -2308118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Entering Unmasked Estep 
Score: -2019556.000000 Penalty: 482.345490
	Iteration 0F: 2 clusters Score -2019556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -1992627.250000 Penalty: 964.690979
	Iteration 0F: 3 clusters Score -1992627 nChanged 19310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2004159.875000 Penalty: 964.690979
	Iteration 1F: 3 clusters Score -2004160 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2004458.000000 Penalty: 964.690979
	Iteration 2Q: 3 clusters Score -2004458 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2004763.750000 Penalty: 964.690979
	Iteration 3Q: 3 clusters Score -2004764 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2005180.500000 Penalty: 964.690979
	Iteration 4Q: 3 clusters Score -2005180 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -2005867.625000 Penalty: 964.690979
	Iteration 5Q: 3 clusters Score -2005868 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -2007065.250000 Penalty: 964.690979
	Iteration 6F: 3 clusters Score -2007065 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -2009140.000000 Penalty: 964.690979
	Iteration 7F: 3 clusters Score -2009140 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -2012186.125000 Penalty: 964.690979
	Iteration 8F: 3 clusters Score -2012186 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -2015318.375000 Penalty: 964.690979
	Iteration 9F: 3 clusters Score -2015318 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -2017490.875000 Penalty: 964.690979
	Iteration 10F: 3 clusters Score -2017491 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -2018497.500000 Penalty: 964.690979
	Iteration 11Q: 3 clusters Score -2018498 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -2018910.625000 Penalty: 964.690979
	Iteration 12Q: 3 clusters Score -2018911 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -2019045.000000 Penalty: 964.690979
	Iteration 13Q: 3 clusters Score -2019045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -2019091.625000 Penalty: 964.690979
	Iteration 14Q: 3 clusters Score -2019092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -2019106.500000 Penalty: 964.690979
	Iteration 15Q: 3 clusters Score -2019106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -2019118.500000 Penalty: 964.690979
	Iteration 16Q: 3 clusters Score -2019118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -2019122.500000 Penalty: 964.690979
	Iteration 17Q: 3 clusters Score -2019122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -2019124.750000 Penalty: 964.690979
	Iteration 18Q: 3 clusters Score -2019125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -2019128.500000 Penalty: 964.690979
	Iteration 19Q: 3 clusters Score -2019128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -2019134.375000 Penalty: 964.690979
	Iteration 20F: 3 clusters Score -2019134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -2019136.375000 Penalty: 964.690979
	Iteration 21Q: 3 clusters Score -2019136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -2019136.375000 Penalty: 964.690979
	Iteration 22F: 3 clusters Score -2019136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (22819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Entering Unmasked Estep 
Score: -1280918.750000 Penalty: 456.608368
	Iteration 0F: 2 clusters Score -1280919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1265830.875000 Penalty: 913.216736
	Iteration 0F: 3 clusters Score -1265831 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1272292.500000 Penalty: 913.216736
	Iteration 1F: 3 clusters Score -1272292 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1272694.750000 Penalty: 913.216736
	Iteration 2Q: 3 clusters Score -1272695 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1273250.125000 Penalty: 913.216736
	Iteration 3F: 3 clusters Score -1273250 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1274139.375000 Penalty: 913.216736
	Iteration 4F: 3 clusters Score -1274139 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1275388.500000 Penalty: 913.216736
	Iteration 5F: 3 clusters Score -1275388 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1276843.375000 Penalty: 913.216736
	Iteration 6F: 3 clusters Score -1276843 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1278044.750000 Penalty: 913.216736
	Iteration 7F: 3 clusters Score -1278045 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1278694.250000 Penalty: 913.216736
	Iteration 8Q: 3 clusters Score -1278694 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1279027.250000 Penalty: 913.216736
	Iteration 9Q: 3 clusters Score -1279027 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1279255.875000 Penalty: 913.216736
	Iteration 10Q: 3 clusters Score -1279256 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1279425.250000 Penalty: 913.216736
	Iteration 11Q: 3 clusters Score -1279425 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1279559.875000 Penalty: 913.216736
	Iteration 12Q: 3 clusters Score -1279560 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1279700.000000 Penalty: 913.216736
	Iteration 13Q: 3 clusters Score -1279700 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1279819.125000 Penalty: 913.216736
	Iteration 14Q: 3 clusters Score -1279819 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1279934.375000 Penalty: 913.216736
	Iteration 15Q: 3 clusters Score -1279934 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1280019.625000 Penalty: 913.216736
	Iteration 16Q: 3 clusters Score -1280020 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1280081.375000 Penalty: 913.216736
	Iteration 17Q: 3 clusters Score -1280081 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1280132.875000 Penalty: 913.216736
	Iteration 18Q: 3 clusters Score -1280133 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1280192.500000 Penalty: 913.216736
	Iteration 19Q: 3 clusters Score -1280192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1280253.625000 Penalty: 913.216736
	Iteration 20F: 3 clusters Score -1280254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1280302.500000 Penalty: 913.216736
	Iteration 21Q: 3 clusters Score -1280302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1280345.625000 Penalty: 913.216736
	Iteration 22Q: 3 clusters Score -1280346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1280373.000000 Penalty: 913.216736
	Iteration 23Q: 3 clusters Score -1280373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1280392.375000 Penalty: 913.216736
	Iteration 24Q: 3 clusters Score -1280392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1280407.500000 Penalty: 913.216736
	Iteration 25Q: 3 clusters Score -1280408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1280418.375000 Penalty: 913.216736
	Iteration 26Q: 3 clusters Score -1280418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1280443.750000 Penalty: 913.216736
	Iteration 27Q: 3 clusters Score -1280444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1280454.750000 Penalty: 913.216736
	Iteration 28Q: 3 clusters Score -1280455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1280457.625000 Penalty: 913.216736
	Iteration 29Q: 3 clusters Score -1280458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1280469.625000 Penalty: 913.216736
	Iteration 30Q: 3 clusters Score -1280470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1280479.125000 Penalty: 913.216736
	Iteration 31Q: 3 clusters Score -1280479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1280486.750000 Penalty: 913.216736
	Iteration 32Q: 3 clusters Score -1280487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1280494.375000 Penalty: 913.216736
	Iteration 33Q: 3 clusters Score -1280494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1280501.500000 Penalty: 913.216736
	Iteration 34Q: 3 clusters Score -1280502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1280508.500000 Penalty: 913.216736
	Iteration 35Q: 3 clusters Score -1280508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1280519.875000 Penalty: 913.216736
	Iteration 36Q: 3 clusters Score -1280520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1280522.750000 Penalty: 913.216736
	Iteration 37Q: 3 clusters Score -1280523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1280522.625000 Penalty: 913.216736
	Iteration 38Q: 3 clusters Score -1280523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1280523.625000 Penalty: 913.216736
	Iteration 39Q: 3 clusters Score -1280524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1280523.625000 Penalty: 913.216736
	Iteration 40F: 3 clusters Score -1280524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (92034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Entering Unmasked Estep 
Score: -4918312.500000 Penalty: 520.061035
	Iteration 0F: 2 clusters Score -4918312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -4857678.500000 Penalty: 1040.122070
	Iteration 0F: 3 clusters Score -4857678 nChanged 44797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -4886508.500000 Penalty: 1040.122070
	Iteration 1F: 3 clusters Score -4886508 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -4890256.500000 Penalty: 1040.122070
	Iteration 2F: 3 clusters Score -4890256 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -4896557.000000 Penalty: 1040.122070
	Iteration 3F: 3 clusters Score -4896557 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -4904526.500000 Penalty: 1040.122070
	Iteration 4F: 3 clusters Score -4904526 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75686 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4911331.500000 Penalty: 1040.122070
	Iteration 5F: 3 clusters Score -4911332 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -4914999.500000 Penalty: 1040.122070
	Iteration 6Q: 3 clusters Score -4915000 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -4916313.000000 Penalty: 1040.122070
	Iteration 7Q: 3 clusters Score -4916313 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82016 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -4916814.000000 Penalty: 1040.122070
	Iteration 8Q: 3 clusters Score -4916814 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -4917128.500000 Penalty: 1040.122070
	Iteration 9Q: 3 clusters Score -4917128 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -4917352.500000 Penalty: 1040.122070
	Iteration 10Q: 3 clusters Score -4917352 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -4917555.500000 Penalty: 1040.122070
	Iteration 11Q: 3 clusters Score -4917556 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4917733.500000 Penalty: 1040.122070
	Iteration 12Q: 3 clusters Score -4917734 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87254 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4917849.500000 Penalty: 1040.122070
	Iteration 13Q: 3 clusters Score -4917850 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4917965.500000 Penalty: 1040.122070
	Iteration 14Q: 3 clusters Score -4917966 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4918036.500000 Penalty: 1040.122070
	Iteration 15Q: 3 clusters Score -4918036 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4918110.500000 Penalty: 1040.122070
	Iteration 16Q: 3 clusters Score -4918110 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4918159.500000 Penalty: 1040.122070
	Iteration 17Q: 3 clusters Score -4918160 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4918176.000000 Penalty: 1040.122070
	Iteration 18Q: 3 clusters Score -4918176 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4918197.000000 Penalty: 1040.122070
	Iteration 19Q: 3 clusters Score -4918197 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90276 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4918218.000000 Penalty: 1040.122070
	Iteration 20F: 3 clusters Score -4918218 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4918214.500000 Penalty: 1040.122070
	Iteration 21Q: 3 clusters Score -4918214 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4918210.500000 Penalty: 1040.122070
	Iteration 22Q: 3 clusters Score -4918210 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90794 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4918182.500000 Penalty: 1040.122070
	Iteration 23Q: 3 clusters Score -4918182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90922 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4918170.500000 Penalty: 1040.122070
	Iteration 24Q: 3 clusters Score -4918170 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91023 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4918160.000000 Penalty: 1040.122070
	Iteration 25Q: 3 clusters Score -4918160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91100 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4918159.000000 Penalty: 1040.122070
	Iteration 26Q: 3 clusters Score -4918159 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91178 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4918164.500000 Penalty: 1040.122070
	Iteration 27Q: 3 clusters Score -4918164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91238 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4918161.000000 Penalty: 1040.122070
	Iteration 28Q: 3 clusters Score -4918161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4918162.500000 Penalty: 1040.122070
	Iteration 29Q: 3 clusters Score -4918162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4918167.500000 Penalty: 1040.122070
	Iteration 30Q: 3 clusters Score -4918168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4918159.500000 Penalty: 1040.122070
	Iteration 31Q: 3 clusters Score -4918160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4918160.500000 Penalty: 1040.122070
	Iteration 32Q: 3 clusters Score -4918160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4918151.000000 Penalty: 1040.122070
	Iteration 33Q: 3 clusters Score -4918151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4918143.500000 Penalty: 1040.122070
	Iteration 34Q: 3 clusters Score -4918144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4918140.000000 Penalty: 1040.122070
	Iteration 35Q: 3 clusters Score -4918140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4918130.000000 Penalty: 1040.122070
	Iteration 36Q: 3 clusters Score -4918130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4918131.000000 Penalty: 1040.122070
	Iteration 37Q: 3 clusters Score -4918131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4918116.500000 Penalty: 1040.122070
	Iteration 38Q: 3 clusters Score -4918116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4918114.500000 Penalty: 1040.122070
	Iteration 39Q: 3 clusters Score -4918114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4918118.000000 Penalty: 1040.122070
	Iteration 40F: 3 clusters Score -4918118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4918108.000000 Penalty: 1040.122070
	Iteration 41Q: 3 clusters Score -4918108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4918105.000000 Penalty: 1040.122070
	Iteration 42Q: 3 clusters Score -4918105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4918110.000000 Penalty: 1040.122070
	Iteration 43Q: 3 clusters Score -4918110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4918110.500000 Penalty: 1040.122070
	Iteration 44Q: 3 clusters Score -4918110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91584 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4918108.000000 Penalty: 1040.122070
	Iteration 45Q: 3 clusters Score -4918108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4918105.500000 Penalty: 1040.122070
	Iteration 46Q: 3 clusters Score -4918106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91592 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4918105.000000 Penalty: 1040.122070
	Iteration 47Q: 3 clusters Score -4918105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4918104.000000 Penalty: 1040.122070
	Iteration 48Q: 3 clusters Score -4918104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4918103.500000 Penalty: 1040.122070
	Iteration 49Q: 3 clusters Score -4918104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4918100.000000 Penalty: 1040.122070
	Iteration 50Q: 3 clusters Score -4918100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91596 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4918100.000000 Penalty: 1040.122070
	Iteration 51F: 3 clusters Score -4918100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -27586.839844 Penalty: 282.946320
	Iteration 0F: 2 clusters Score -27586.84 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 257 members 
Entering Unmasked Estep 
Score: -27089.328125 Penalty: 565.892639
	Iteration 0F: 3 clusters Score -27089.33 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27196.404297 Penalty: 565.892639
	Iteration 1F: 3 clusters Score -27196.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -27225.822266 Penalty: 565.892639
	Iteration 2F: 3 clusters Score -27225.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -27248.613281 Penalty: 565.892639
	Iteration 3Q: 3 clusters Score -27248.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27269.156250 Penalty: 565.892639
	Iteration 4Q: 3 clusters Score -27269.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27279.724609 Penalty: 565.892639
	Iteration 5Q: 3 clusters Score -27279.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27284.800781 Penalty: 565.892639
	Iteration 6Q: 3 clusters Score -27284.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -27289.224609 Penalty: 565.892639
	Iteration 7Q: 3 clusters Score -27289.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -27298.044922 Penalty: 565.892639
	Iteration 8Q: 3 clusters Score -27298.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -27301.880859 Penalty: 565.892639
	Iteration 9Q: 3 clusters Score -27301.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27303.744141 Penalty: 565.892639
	Iteration 10Q: 3 clusters Score -27303.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27305.046875 Penalty: 565.892639
	Iteration 11Q: 3 clusters Score -27305.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27306.425781 Penalty: 565.892639
	Iteration 12Q: 3 clusters Score -27306.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27306.531250 Penalty: 565.892639
	Iteration 13Q: 3 clusters Score -27306.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -27306.531250 Penalty: 565.892639
	Iteration 14F: 3 clusters Score -27306.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -102471.218750 Penalty: 347.995972
	Iteration 0F: 2 clusters Score -102471.2 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 1069 members 
Entering Unmasked Estep 
Score: -100950.156250 Penalty: 695.991943
	Iteration 0F: 3 clusters Score -100950.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -101461.484375 Penalty: 695.991943
	Iteration 1F: 3 clusters Score -101461.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -101529.570312 Penalty: 695.991943
	Iteration 2F: 3 clusters Score -101529.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -101581.046875 Penalty: 695.991943
	Iteration 3F: 3 clusters Score -101581 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -101634.117188 Penalty: 695.991943
	Iteration 4Q: 3 clusters Score -101634.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -101688.382812 Penalty: 695.991943
	Iteration 5Q: 3 clusters Score -101688.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -101751.875000 Penalty: 695.991943
	Iteration 6Q: 3 clusters Score -101751.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -101816.031250 Penalty: 695.991943
	Iteration 7Q: 3 clusters Score -101816 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -101899.632812 Penalty: 695.991943
	Iteration 8Q: 3 clusters Score -101899.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -101966.578125 Penalty: 695.991943
	Iteration 9Q: 3 clusters Score -101966.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -102007.164062 Penalty: 695.991943
	Iteration 10Q: 3 clusters Score -102007.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -102034.351562 Penalty: 695.991943
	Iteration 11Q: 3 clusters Score -102034.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -102058.171875 Penalty: 695.991943
	Iteration 12Q: 3 clusters Score -102058.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -102078.820312 Penalty: 695.991943
	Iteration 13Q: 3 clusters Score -102078.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -102098.468750 Penalty: 695.991943
	Iteration 14Q: 3 clusters Score -102098.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -102117.953125 Penalty: 695.991943
	Iteration 15Q: 3 clusters Score -102118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -102128.382812 Penalty: 695.991943
	Iteration 16Q: 3 clusters Score -102128.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -102140.570312 Penalty: 695.991943
	Iteration 17Q: 3 clusters Score -102140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -102149.476562 Penalty: 695.991943
	Iteration 18Q: 3 clusters Score -102149.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -102156.609375 Penalty: 695.991943
	Iteration 19Q: 3 clusters Score -102156.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -102163.898438 Penalty: 695.991943
	Iteration 20F: 3 clusters Score -102163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -102167.210938 Penalty: 695.991943
	Iteration 21Q: 3 clusters Score -102167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -102170.570312 Penalty: 695.991943
	Iteration 22Q: 3 clusters Score -102170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -102170.570312 Penalty: 695.991943
	Iteration 23F: 3 clusters Score -102170.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (140995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140995 members 
Entering Unmasked Estep 
Score: -7322923.500000 Penalty: 539.469849
	Iteration 0F: 2 clusters Score -7322924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -7228011.000000 Penalty: 1078.939697
	Iteration 0F: 3 clusters Score -7228011 nChanged 69534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74554 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -7273493.000000 Penalty: 1078.939697
	Iteration 1F: 3 clusters Score -7273493 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -7278645.000000 Penalty: 1078.939697
	Iteration 2F: 3 clusters Score -7278645 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 59537 members 
Entering Unmasked Estep 
Score: -7287923.000000 Penalty: 1078.939697
	Iteration 3F: 3 clusters Score -7287923 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -7301255.500000 Penalty: 1078.939697
	Iteration 4F: 3 clusters Score -7301256 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -7310423.500000 Penalty: 1078.939697
	Iteration 5F: 3 clusters Score -7310424 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -7313562.000000 Penalty: 1078.939697
	Iteration 6Q: 3 clusters Score -7313562 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -7315146.500000 Penalty: 1078.939697
	Iteration 7Q: 3 clusters Score -7315146 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93778 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -7316188.000000 Penalty: 1078.939697
	Iteration 8Q: 3 clusters Score -7316188 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -7317075.500000 Penalty: 1078.939697
	Iteration 9Q: 3 clusters Score -7317076 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -7317767.000000 Penalty: 1078.939697
	Iteration 10Q: 3 clusters Score -7317767 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -7318357.000000 Penalty: 1078.939697
	Iteration 11Q: 3 clusters Score -7318357 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99627 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -7318776.500000 Penalty: 1078.939697
	Iteration 12Q: 3 clusters Score -7318776 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -7319131.500000 Penalty: 1078.939697
	Iteration 13Q: 3 clusters Score -7319132 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102414 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7319492.500000 Penalty: 1078.939697
	Iteration 14Q: 3 clusters Score -7319492 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103785 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -7319782.000000 Penalty: 1078.939697
	Iteration 15Q: 3 clusters Score -7319782 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105166 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -7320033.000000 Penalty: 1078.939697
	Iteration 16Q: 3 clusters Score -7320033 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -7320279.500000 Penalty: 1078.939697
	Iteration 17Q: 3 clusters Score -7320280 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -7320495.500000 Penalty: 1078.939697
	Iteration 18Q: 3 clusters Score -7320496 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -7320702.000000 Penalty: 1078.939697
	Iteration 19Q: 3 clusters Score -7320702 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109917 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -7320825.000000 Penalty: 1078.939697
	Iteration 20F: 3 clusters Score -7320825 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -7320947.000000 Penalty: 1078.939697
	Iteration 21Q: 3 clusters Score -7320947 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111874 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -7321063.000000 Penalty: 1078.939697
	Iteration 22Q: 3 clusters Score -7321063 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112733 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -7321210.000000 Penalty: 1078.939697
	Iteration 23Q: 3 clusters Score -7321210 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113608 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -7321324.000000 Penalty: 1078.939697
	Iteration 24Q: 3 clusters Score -7321324 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114476 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -7321421.000000 Penalty: 1078.939697
	Iteration 25Q: 3 clusters Score -7321421 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115343 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -7321551.500000 Penalty: 1078.939697
	Iteration 26Q: 3 clusters Score -7321552 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116168 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -7321690.500000 Penalty: 1078.939697
	Iteration 27Q: 3 clusters Score -7321690 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116968 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -7321765.500000 Penalty: 1078.939697
	Iteration 28Q: 3 clusters Score -7321766 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117738 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -7321866.500000 Penalty: 1078.939697
	Iteration 29Q: 3 clusters Score -7321866 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118457 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -7321915.500000 Penalty: 1078.939697
	Iteration 30Q: 3 clusters Score -7321916 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119115 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -7321958.000000 Penalty: 1078.939697
	Iteration 31Q: 3 clusters Score -7321958 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -7322046.000000 Penalty: 1078.939697
	Iteration 32Q: 3 clusters Score -7322046 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120313 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -7322088.500000 Penalty: 1078.939697
	Iteration 33Q: 3 clusters Score -7322088 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120899 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -7322144.000000 Penalty: 1078.939697
	Iteration 34Q: 3 clusters Score -7322144 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121464 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -7322196.000000 Penalty: 1078.939697
	Iteration 35Q: 3 clusters Score -7322196 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122014 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -7322243.500000 Penalty: 1078.939697
	Iteration 36Q: 3 clusters Score -7322244 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -7322284.500000 Penalty: 1078.939697
	Iteration 37Q: 3 clusters Score -7322284 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123028 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -7322335.000000 Penalty: 1078.939697
	Iteration 38Q: 3 clusters Score -7322335 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123495 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -7322389.000000 Penalty: 1078.939697
	Iteration 39Q: 3 clusters Score -7322389 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123952 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -7322434.500000 Penalty: 1078.939697
	Iteration 40F: 3 clusters Score -7322434 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124373 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -7322467.000000 Penalty: 1078.939697
	Iteration 41Q: 3 clusters Score -7322467 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124781 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -7322464.500000 Penalty: 1078.939697
	Iteration 42Q: 3 clusters Score -7322464 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125128 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -7322467.000000 Penalty: 1078.939697
	Iteration 43Q: 3 clusters Score -7322467 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125470 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -7322506.500000 Penalty: 1078.939697
	Iteration 44Q: 3 clusters Score -7322506 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125796 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -7322513.500000 Penalty: 1078.939697
	Iteration 45Q: 3 clusters Score -7322514 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126110 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -7322513.500000 Penalty: 1078.939697
	Iteration 46Q: 3 clusters Score -7322514 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126402 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -7322518.500000 Penalty: 1078.939697
	Iteration 47Q: 3 clusters Score -7322518 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126699 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -7322542.500000 Penalty: 1078.939697
	Iteration 48Q: 3 clusters Score -7322542 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126981 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -7322557.500000 Penalty: 1078.939697
	Iteration 49Q: 3 clusters Score -7322558 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127274 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -7322574.500000 Penalty: 1078.939697
	Iteration 50Q: 3 clusters Score -7322574 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127576 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -7322579.500000 Penalty: 1078.939697
	Iteration 51Q: 3 clusters Score -7322580 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127893 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -7322587.000000 Penalty: 1078.939697
	Iteration 52Q: 3 clusters Score -7322587 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128203 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -7322626.000000 Penalty: 1078.939697
	Iteration 53Q: 3 clusters Score -7322626 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128491 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -7322616.000000 Penalty: 1078.939697
	Iteration 54Q: 3 clusters Score -7322616 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128782 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -7322638.000000 Penalty: 1078.939697
	Iteration 55Q: 3 clusters Score -7322638 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129070 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -7322666.000000 Penalty: 1078.939697
	Iteration 56Q: 3 clusters Score -7322666 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129349 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -7322714.000000 Penalty: 1078.939697
	Iteration 57Q: 3 clusters Score -7322714 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129601 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -7322704.000000 Penalty: 1078.939697
	Iteration 58Q: 3 clusters Score -7322704 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129844 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -7322709.000000 Penalty: 1078.939697
	Iteration 59Q: 3 clusters Score -7322709 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -7322728.000000 Penalty: 1078.939697
	Iteration 60F: 3 clusters Score -7322728 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130369 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -7322717.500000 Penalty: 1078.939697
	Iteration 61Q: 3 clusters Score -7322718 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130606 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -7322749.000000 Penalty: 1078.939697
	Iteration 62Q: 3 clusters Score -7322749 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130806 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -7322749.500000 Penalty: 1078.939697
	Iteration 63Q: 3 clusters Score -7322750 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130984 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -7322761.500000 Penalty: 1078.939697
	Iteration 64Q: 3 clusters Score -7322762 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131152 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -7322764.000000 Penalty: 1078.939697
	Iteration 65Q: 3 clusters Score -7322764 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131318 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -7322760.500000 Penalty: 1078.939697
	Iteration 66Q: 3 clusters Score -7322760 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131470 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -7322754.000000 Penalty: 1078.939697
	Iteration 67Q: 3 clusters Score -7322754 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -7322754.500000 Penalty: 1078.939697
	Iteration 68Q: 3 clusters Score -7322754 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131776 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -7322758.000000 Penalty: 1078.939697
	Iteration 69Q: 3 clusters Score -7322758 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131910 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -7322748.500000 Penalty: 1078.939697
	Iteration 70Q: 3 clusters Score -7322748 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132043 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -7322740.500000 Penalty: 1078.939697
	Iteration 71Q: 3 clusters Score -7322740 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132167 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -7322745.000000 Penalty: 1078.939697
	Iteration 72Q: 3 clusters Score -7322745 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132297 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -7322761.000000 Penalty: 1078.939697
	Iteration 73Q: 3 clusters Score -7322761 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132417 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -7322751.500000 Penalty: 1078.939697
	Iteration 74Q: 3 clusters Score -7322752 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132519 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -7322732.500000 Penalty: 1078.939697
	Iteration 75Q: 3 clusters Score -7322732 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132617 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -7322736.000000 Penalty: 1078.939697
	Iteration 76Q: 3 clusters Score -7322736 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132698 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -7322736.500000 Penalty: 1078.939697
	Iteration 77Q: 3 clusters Score -7322736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132765 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -7322737.000000 Penalty: 1078.939697
	Iteration 78Q: 3 clusters Score -7322737 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132829 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -7322727.500000 Penalty: 1078.939697
	Iteration 79Q: 3 clusters Score -7322728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132879 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -7322733.500000 Penalty: 1078.939697
	Iteration 80F: 3 clusters Score -7322734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132927 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -7322733.500000 Penalty: 1078.939697
	Iteration 81Q: 3 clusters Score -7322734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -7322736.500000 Penalty: 1078.939697
	Iteration 82Q: 3 clusters Score -7322736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133006 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -7322736.500000 Penalty: 1078.939697
	Iteration 83Q: 3 clusters Score -7322736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133046 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -7322725.000000 Penalty: 1078.939697
	Iteration 84Q: 3 clusters Score -7322725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133078 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -7322723.000000 Penalty: 1078.939697
	Iteration 85Q: 3 clusters Score -7322723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133114 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -7322719.000000 Penalty: 1078.939697
	Iteration 86Q: 3 clusters Score -7322719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133154 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -7322700.000000 Penalty: 1078.939697
	Iteration 87Q: 3 clusters Score -7322700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133193 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -7322700.500000 Penalty: 1078.939697
	Iteration 88Q: 3 clusters Score -7322700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133234 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -7322695.000000 Penalty: 1078.939697
	Iteration 89Q: 3 clusters Score -7322695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133279 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -7322698.000000 Penalty: 1078.939697
	Iteration 90Q: 3 clusters Score -7322698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133309 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -7322697.000000 Penalty: 1078.939697
	Iteration 91Q: 3 clusters Score -7322697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133338 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -7322700.500000 Penalty: 1078.939697
	Iteration 92Q: 3 clusters Score -7322700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133374 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -7322686.000000 Penalty: 1078.939697
	Iteration 93Q: 3 clusters Score -7322686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133404 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -7322693.000000 Penalty: 1078.939697
	Iteration 94Q: 3 clusters Score -7322693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133432 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -7322689.500000 Penalty: 1078.939697
	Iteration 95Q: 3 clusters Score -7322690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133455 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -7322686.500000 Penalty: 1078.939697
	Iteration 96Q: 3 clusters Score -7322686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133484 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -7322685.000000 Penalty: 1078.939697
	Iteration 97Q: 3 clusters Score -7322685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133516 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -7322676.000000 Penalty: 1078.939697
	Iteration 98Q: 3 clusters Score -7322676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133549 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -7322677.000000 Penalty: 1078.939697
	Iteration 99Q: 3 clusters Score -7322677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133586 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -7322677.500000 Penalty: 1078.939697
	Iteration 100F: 3 clusters Score -7322678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133619 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -7322678.000000 Penalty: 1078.939697
	Iteration 101Q: 3 clusters Score -7322678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133650 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -7322673.500000 Penalty: 1078.939697
	Iteration 102Q: 3 clusters Score -7322674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133673 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -7322679.000000 Penalty: 1078.939697
	Iteration 103Q: 3 clusters Score -7322679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133690 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -7322682.000000 Penalty: 1078.939697
	Iteration 104Q: 3 clusters Score -7322682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133708 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -7322683.500000 Penalty: 1078.939697
	Iteration 105Q: 3 clusters Score -7322684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133717 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -7322692.000000 Penalty: 1078.939697
	Iteration 106Q: 3 clusters Score -7322692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133727 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -7322683.500000 Penalty: 1078.939697
	Iteration 107Q: 3 clusters Score -7322684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133739 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -7322686.500000 Penalty: 1078.939697
	Iteration 108Q: 3 clusters Score -7322686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133751 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -7322684.500000 Penalty: 1078.939697
	Iteration 109Q: 3 clusters Score -7322684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133766 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -7322683.000000 Penalty: 1078.939697
	Iteration 110Q: 3 clusters Score -7322683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133774 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -7322686.000000 Penalty: 1078.939697
	Iteration 111Q: 3 clusters Score -7322686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133779 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -7322695.500000 Penalty: 1078.939697
	Iteration 112Q: 3 clusters Score -7322696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133784 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -7322694.000000 Penalty: 1078.939697
	Iteration 113Q: 3 clusters Score -7322694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133789 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -7322693.500000 Penalty: 1078.939697
	Iteration 114Q: 3 clusters Score -7322694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133793 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -7322693.500000 Penalty: 1078.939697
	Iteration 115Q: 3 clusters Score -7322694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133795 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -7322695.000000 Penalty: 1078.939697
	Iteration 116Q: 3 clusters Score -7322695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133800 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -7322698.000000 Penalty: 1078.939697
	Iteration 117Q: 3 clusters Score -7322698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133805 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -7322694.500000 Penalty: 1078.939697
	Iteration 118Q: 3 clusters Score -7322694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133811 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -7322696.500000 Penalty: 1078.939697
	Iteration 119Q: 3 clusters Score -7322696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133819 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -7322700.000000 Penalty: 1078.939697
	Iteration 120F: 3 clusters Score -7322700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133825 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -7322705.000000 Penalty: 1078.939697
	Iteration 121Q: 3 clusters Score -7322705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133830 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -7322707.500000 Penalty: 1078.939697
	Iteration 122Q: 3 clusters Score -7322708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133835 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -7322705.500000 Penalty: 1078.939697
	Iteration 123Q: 3 clusters Score -7322706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133844 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -7322701.500000 Penalty: 1078.939697
	Iteration 124Q: 3 clusters Score -7322702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133852 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -7322695.000000 Penalty: 1078.939697
	Iteration 125Q: 3 clusters Score -7322695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133856 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -7322699.000000 Penalty: 1078.939697
	Iteration 126Q: 3 clusters Score -7322699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133859 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -7322701.500000 Penalty: 1078.939697
	Iteration 127Q: 3 clusters Score -7322702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133859 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -7322701.500000 Penalty: 1078.939697
	Iteration 128F: 3 clusters Score -7322702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Entering Unmasked Estep 
Score: -991774.000000 Penalty: 448.250854
	Iteration 0F: 2 clusters Score -991774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -979047.125000 Penalty: 896.501709
	Iteration 0F: 3 clusters Score -979047.1 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -984190.812500 Penalty: 896.501709
	Iteration 1F: 3 clusters Score -984190.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -984488.187500 Penalty: 896.501709
	Iteration 2Q: 3 clusters Score -984488.2 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -984973.750000 Penalty: 896.501709
	Iteration 3F: 3 clusters Score -984973.8 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -985820.125000 Penalty: 896.501709
	Iteration 4F: 3 clusters Score -985820.1 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -987059.562500 Penalty: 896.501709
	Iteration 5F: 3 clusters Score -987059.6 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -988530.375000 Penalty: 896.501709
	Iteration 6F: 3 clusters Score -988530.4 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -989662.625000 Penalty: 896.501709
	Iteration 7F: 3 clusters Score -989662.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -990397.000000 Penalty: 896.501709
	Iteration 8Q: 3 clusters Score -990397 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -990837.500000 Penalty: 896.501709
	Iteration 9Q: 3 clusters Score -990837.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -991096.625000 Penalty: 896.501709
	Iteration 10Q: 3 clusters Score -991096.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -991238.687500 Penalty: 896.501709
	Iteration 11Q: 3 clusters Score -991238.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -991300.187500 Penalty: 896.501709
	Iteration 12Q: 3 clusters Score -991300.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -991341.750000 Penalty: 896.501709
	Iteration 13Q: 3 clusters Score -991341.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -991356.937500 Penalty: 896.501709
	Iteration 14Q: 3 clusters Score -991356.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -991370.562500 Penalty: 896.501709
	Iteration 15Q: 3 clusters Score -991370.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -991383.062500 Penalty: 896.501709
	Iteration 16Q: 3 clusters Score -991383.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -991388.312500 Penalty: 896.501709
	Iteration 17Q: 3 clusters Score -991388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -991401.625000 Penalty: 896.501709
	Iteration 18Q: 3 clusters Score -991401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -991404.812500 Penalty: 896.501709
	Iteration 19Q: 3 clusters Score -991404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -991405.625000 Penalty: 896.501709
	Iteration 20F: 3 clusters Score -991405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -991407.062500 Penalty: 896.501709
	Iteration 21Q: 3 clusters Score -991407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -991406.750000 Penalty: 896.501709
	Iteration 22Q: 3 clusters Score -991406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -991406.750000 Penalty: 896.501709
	Iteration 23F: 3 clusters Score -991406.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (78643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Entering Unmasked Estep 
Score: -4249916.000000 Penalty: 512.906677
	Iteration 0F: 2 clusters Score -4249916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -4197045.000000 Penalty: 1025.813354
	Iteration 0F: 3 clusters Score -4197045 nChanged 38457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -4219837.000000 Penalty: 1025.813354
	Iteration 1F: 3 clusters Score -4219837 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -4220833.000000 Penalty: 1025.813354
	Iteration 2Q: 3 clusters Score -4220833 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -4222703.000000 Penalty: 1025.813354
	Iteration 3F: 3 clusters Score -4222703 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -4226097.000000 Penalty: 1025.813354
	Iteration 4F: 3 clusters Score -4226097 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -4231801.000000 Penalty: 1025.813354
	Iteration 5F: 3 clusters Score -4231801 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -4239080.500000 Penalty: 1025.813354
	Iteration 6F: 3 clusters Score -4239080 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -4245116.000000 Penalty: 1025.813354
	Iteration 7F: 3 clusters Score -4245116 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 77009 members 
Entering Unmasked Estep 
Score: -4248018.000000 Penalty: 1025.813354
	Iteration 8Q: 3 clusters Score -4248018 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -4249003.000000 Penalty: 1025.813354
	Iteration 9Q: 3 clusters Score -4249003 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -4249293.500000 Penalty: 1025.813354
	Iteration 10Q: 3 clusters Score -4249294 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -4249385.000000 Penalty: 1025.813354
	Iteration 11Q: 3 clusters Score -4249385 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -4249422.500000 Penalty: 1025.813354
	Iteration 12Q: 3 clusters Score -4249422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -4249441.000000 Penalty: 1025.813354
	Iteration 13Q: 3 clusters Score -4249441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -4249457.000000 Penalty: 1025.813354
	Iteration 14Q: 3 clusters Score -4249457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -4249453.500000 Penalty: 1025.813354
	Iteration 15Q: 3 clusters Score -4249454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -4249451.500000 Penalty: 1025.813354
	Iteration 16Q: 3 clusters Score -4249452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -4249454.500000 Penalty: 1025.813354
	Iteration 17Q: 3 clusters Score -4249454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 78540 members 
Entering Unmasked Estep 
Score: -4249460.000000 Penalty: 1025.813354
	Iteration 18Q: 3 clusters Score -4249460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -4249462.000000 Penalty: 1025.813354
	Iteration 19Q: 3 clusters Score -4249462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -4249466.000000 Penalty: 1025.813354
	Iteration 20F: 3 clusters Score -4249466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -4249470.000000 Penalty: 1025.813354
	Iteration 21Q: 3 clusters Score -4249470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -4249470.000000 Penalty: 1025.813354
	Iteration 22F: 3 clusters Score -4249470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (59354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Entering Unmasked Estep 
Score: -3298269.750000 Penalty: 500.102997
	Iteration 0F: 2 clusters Score -3298270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3258486.500000 Penalty: 1000.205994
	Iteration 0F: 3 clusters Score -3258486 nChanged 28765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -3276947.500000 Penalty: 1000.205994
	Iteration 1F: 3 clusters Score -3276948 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -3279158.750000 Penalty: 1000.205994
	Iteration 2F: 3 clusters Score -3279159 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -3282731.750000 Penalty: 1000.205994
	Iteration 3F: 3 clusters Score -3282732 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -3287324.000000 Penalty: 1000.205994
	Iteration 4F: 3 clusters Score -3287324 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -3291092.000000 Penalty: 1000.205994
	Iteration 5F: 3 clusters Score -3291092 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -3292976.250000 Penalty: 1000.205994
	Iteration 6Q: 3 clusters Score -3292976 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -3294088.250000 Penalty: 1000.205994
	Iteration 7Q: 3 clusters Score -3294088 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -3294944.500000 Penalty: 1000.205994
	Iteration 8Q: 3 clusters Score -3294944 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -3295691.000000 Penalty: 1000.205994
	Iteration 9Q: 3 clusters Score -3295691 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -3296317.250000 Penalty: 1000.205994
	Iteration 10Q: 3 clusters Score -3296317 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -3296731.250000 Penalty: 1000.205994
	Iteration 11Q: 3 clusters Score -3296731 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -3296981.250000 Penalty: 1000.205994
	Iteration 12Q: 3 clusters Score -3296981 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -3297103.250000 Penalty: 1000.205994
	Iteration 13Q: 3 clusters Score -3297103 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -3297217.500000 Penalty: 1000.205994
	Iteration 14Q: 3 clusters Score -3297218 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -3297268.500000 Penalty: 1000.205994
	Iteration 15Q: 3 clusters Score -3297268 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -3297284.500000 Penalty: 1000.205994
	Iteration 16Q: 3 clusters Score -3297284 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -3297303.000000 Penalty: 1000.205994
	Iteration 17Q: 3 clusters Score -3297303 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -3297297.000000 Penalty: 1000.205994
	Iteration 18Q: 3 clusters Score -3297297 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -3297299.000000 Penalty: 1000.205994
	Iteration 19Q: 3 clusters Score -3297299 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -3297329.500000 Penalty: 1000.205994
	Iteration 20F: 3 clusters Score -3297330 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -3297336.500000 Penalty: 1000.205994
	Iteration 21Q: 3 clusters Score -3297336 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -3297340.750000 Penalty: 1000.205994
	Iteration 22Q: 3 clusters Score -3297341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -3297343.250000 Penalty: 1000.205994
	Iteration 23Q: 3 clusters Score -3297343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -3297343.750000 Penalty: 1000.205994
	Iteration 24Q: 3 clusters Score -3297344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -3297345.750000 Penalty: 1000.205994
	Iteration 25Q: 3 clusters Score -3297346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -3297342.000000 Penalty: 1000.205994
	Iteration 26Q: 3 clusters Score -3297342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -3297345.500000 Penalty: 1000.205994
	Iteration 27Q: 3 clusters Score -3297346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -3297342.250000 Penalty: 1000.205994
	Iteration 28Q: 3 clusters Score -3297342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -3297341.500000 Penalty: 1000.205994
	Iteration 29Q: 3 clusters Score -3297342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -3297340.250000 Penalty: 1000.205994
	Iteration 30Q: 3 clusters Score -3297340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -3297340.250000 Penalty: 1000.205994
	Iteration 31Q: 3 clusters Score -3297340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -3297340.250000 Penalty: 1000.205994
	Iteration 32Q: 3 clusters Score -3297340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -3297339.500000 Penalty: 1000.205994
	Iteration 33Q: 3 clusters Score -3297340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -3297333.750000 Penalty: 1000.205994
	Iteration 34Q: 3 clusters Score -3297334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -3297336.750000 Penalty: 1000.205994
	Iteration 35Q: 3 clusters Score -3297337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -3297328.000000 Penalty: 1000.205994
	Iteration 36Q: 3 clusters Score -3297328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -3297333.750000 Penalty: 1000.205994
	Iteration 37Q: 3 clusters Score -3297334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -3297326.250000 Penalty: 1000.205994
	Iteration 38Q: 3 clusters Score -3297326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -3297326.500000 Penalty: 1000.205994
	Iteration 39Q: 3 clusters Score -3297326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -3297344.000000 Penalty: 1000.205994
	Iteration 40F: 3 clusters Score -3297344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -3297340.250000 Penalty: 1000.205994
	Iteration 41Q: 3 clusters Score -3297340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -3297333.750000 Penalty: 1000.205994
	Iteration 42Q: 3 clusters Score -3297334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -3297329.500000 Penalty: 1000.205994
	Iteration 43Q: 3 clusters Score -3297330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -3297325.250000 Penalty: 1000.205994
	Iteration 44Q: 3 clusters Score -3297325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -3297337.000000 Penalty: 1000.205994
	Iteration 45Q: 3 clusters Score -3297337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -3297344.000000 Penalty: 1000.205994
	Iteration 46Q: 3 clusters Score -3297344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -3297346.250000 Penalty: 1000.205994
	Iteration 47Q: 3 clusters Score -3297346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -3297339.000000 Penalty: 1000.205994
	Iteration 48Q: 3 clusters Score -3297339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -3297339.750000 Penalty: 1000.205994
	Iteration 49Q: 3 clusters Score -3297340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -3297336.750000 Penalty: 1000.205994
	Iteration 50Q: 3 clusters Score -3297337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -3297341.250000 Penalty: 1000.205994
	Iteration 51Q: 3 clusters Score -3297341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -3297344.000000 Penalty: 1000.205994
	Iteration 52Q: 3 clusters Score -3297344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -3297338.250000 Penalty: 1000.205994
	Iteration 53Q: 3 clusters Score -3297338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -3297339.000000 Penalty: 1000.205994
	Iteration 54Q: 3 clusters Score -3297339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -3297338.250000 Penalty: 1000.205994
	Iteration 55Q: 3 clusters Score -3297338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -3297339.000000 Penalty: 1000.205994
	Iteration 56Q: 3 clusters Score -3297339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -3297338.250000 Penalty: 1000.205994
	Iteration 57Q: 3 clusters Score -3297338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -3297339.000000 Penalty: 1000.205994
	Iteration 58Q: 3 clusters Score -3297339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -3297338.250000 Penalty: 1000.205994
	Iteration 59Q: 3 clusters Score -3297338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -3297339.000000 Penalty: 1000.205994
	Iteration 60F: 3 clusters Score -3297339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -3297338.250000 Penalty: 1000.205994
	Iteration 61Q: 3 clusters Score -3297338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -3297339.000000 Penalty: 1000.205994
	Iteration 62Q: 3 clusters Score -3297339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -3297338.250000 Penalty: 1000.205994
	Iteration 63Q: 3 clusters Score -3297338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -3297339.000000 Penalty: 1000.205994
	Iteration 64Q: 3 clusters Score -3297339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -3297338.250000 Penalty: 1000.205994
	Iteration 65Q: 3 clusters Score -3297338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 448Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 449Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 450Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 451Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 452Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 453Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 454Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 455Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 456Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 457Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 458Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 459Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 460F: 3 clusters Score -3297339 nChanged 1
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	Iteration 461Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 462Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 463Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 464Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 465Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 466Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 467Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 468Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 469Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 470Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 471Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 472Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 473Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 474Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 475Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 476Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 477Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 478Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 479Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 480F: 3 clusters Score -3297339 nChanged 1
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	Iteration 481Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 482Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 483Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 484Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 485Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 486Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 487Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 488Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 489Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 490Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 491Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 492Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 493Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 494Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 495Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 496Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 497Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 498Q: 3 clusters Score -3297339 nChanged 1
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	Iteration 499Q: 3 clusters Score -3297338 nChanged 1
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	Iteration 500F: 3 clusters Score -3297339 nChanged 1
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 40 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -4202.349 nChanged 0
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	Iteration 0F: 3 clusters Score -4029.064 nChanged 25
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	Iteration 1F: 3 clusters Score -4075.516 nChanged 2
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	Iteration 2Q: 3 clusters Score -4083.489 nChanged 2
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	Iteration 3Q: 3 clusters Score -4096.15 nChanged 1
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	Iteration 4Q: 3 clusters Score -4098.115 nChanged 0
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	Iteration 5F: 3 clusters Score -4098.115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -914433.7 nChanged 0
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	Iteration 4Q: 3 clusters Score -908203.4 nChanged 699
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	Iteration 5Q: 3 clusters Score -908469.8 nChanged 810
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	Iteration 6Q: 3 clusters Score -908876.1 nChanged 961
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	Iteration 7F: 3 clusters Score -909547.6 nChanged 1119
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	Iteration 8F: 3 clusters Score -910612.7 nChanged 1221
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	Iteration 9F: 3 clusters Score -912124.1 nChanged 1062
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	Iteration 10F: 3 clusters Score -913248.8 nChanged 668
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	Iteration 11Q: 3 clusters Score -913757.9 nChanged 393
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	Iteration 12Q: 3 clusters Score -913986 nChanged 263
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	Iteration 13Q: 3 clusters Score -914080.6 nChanged 190
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	Iteration 14Q: 3 clusters Score -914130.8 nChanged 119
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	Iteration 17Q: 3 clusters Score -914182.6 nChanged 56
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	Iteration 18Q: 3 clusters Score -914187.8 nChanged 42
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	Iteration 19Q: 3 clusters Score -914189.6 nChanged 30
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	Iteration 20F: 3 clusters Score -914190.5 nChanged 17
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	Iteration 21Q: 3 clusters Score -914190.4 nChanged 21
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	Iteration 22Q: 3 clusters Score -914191.8 nChanged 16
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	Iteration 23Q: 3 clusters Score -914190.6 nChanged 18
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	Iteration 24Q: 3 clusters Score -914193.8 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 6377 members 
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	Iteration 25Q: 3 clusters Score -914191.9 nChanged 10
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Mstep: Class 2 contains 6387 members 
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	Iteration 26Q: 3 clusters Score -914193.6 nChanged 7
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	Iteration 27Q: 3 clusters Score -914194.8 nChanged 6
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	Iteration 28Q: 3 clusters Score -914195.1 nChanged 7
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	Iteration 29Q: 3 clusters Score -914196.1 nChanged 9
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	Iteration 30Q: 3 clusters Score -914196.3 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6423 members 
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	Iteration 31Q: 3 clusters Score -914196.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -914196.687500 Penalty: 885.502747
	Iteration 32Q: 3 clusters Score -914196.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -914198.375000 Penalty: 885.502747
	Iteration 33Q: 3 clusters Score -914198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -914197.937500 Penalty: 885.502747
	Iteration 34Q: 3 clusters Score -914197.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -914197.562500 Penalty: 885.502747
	Iteration 35Q: 3 clusters Score -914197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -914199.250000 Penalty: 885.502747
	Iteration 36Q: 3 clusters Score -914199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -914199.875000 Penalty: 885.502747
	Iteration 37Q: 3 clusters Score -914199.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -914199.000000 Penalty: 885.502747
	Iteration 38Q: 3 clusters Score -914199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -914198.500000 Penalty: 885.502747
	Iteration 39Q: 3 clusters Score -914198.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -914197.250000 Penalty: 885.502747
	Iteration 40F: 3 clusters Score -914197.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -914196.437500 Penalty: 885.502747
	Iteration 41Q: 3 clusters Score -914196.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -914200.437500 Penalty: 885.502747
	Iteration 42Q: 3 clusters Score -914200.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -914197.812500 Penalty: 885.502747
	Iteration 43Q: 3 clusters Score -914197.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -914197.500000 Penalty: 885.502747
	Iteration 44Q: 3 clusters Score -914197.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -914196.125000 Penalty: 885.502747
	Iteration 45Q: 3 clusters Score -914196.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -914196.375000 Penalty: 885.502747
	Iteration 46Q: 3 clusters Score -914196.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -914196.937500 Penalty: 885.502747
	Iteration 47Q: 3 clusters Score -914196.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -914198.000000 Penalty: 885.502747
	Iteration 48Q: 3 clusters Score -914198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -914196.500000 Penalty: 885.502747
	Iteration 49Q: 3 clusters Score -914196.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -914199.500000 Penalty: 885.502747
	Iteration 50Q: 3 clusters Score -914199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -914197.625000 Penalty: 885.502747
	Iteration 51Q: 3 clusters Score -914197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -914196.812500 Penalty: 885.502747
	Iteration 52Q: 3 clusters Score -914196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -914198.437500 Penalty: 885.502747
	Iteration 53Q: 3 clusters Score -914198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -914198.750000 Penalty: 885.502747
	Iteration 54Q: 3 clusters Score -914198.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -914199.187500 Penalty: 885.502747
	Iteration 55Q: 3 clusters Score -914199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -914198.875000 Penalty: 885.502747
	Iteration 56Q: 3 clusters Score -914198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -914198.812500 Penalty: 885.502747
	Iteration 57Q: 3 clusters Score -914198.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -914198.812500 Penalty: 885.502747
	Iteration 58F: 3 clusters Score -914198.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Entering Unmasked Estep 
Score: -302963.906250 Penalty: 392.656250
	Iteration 0F: 2 clusters Score -302963.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -299179.250000 Penalty: 785.312500
	Iteration 0F: 3 clusters Score -299179.2 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -300617.875000 Penalty: 785.312500
	Iteration 1F: 3 clusters Score -300617.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -300735.625000 Penalty: 785.312500
	Iteration 2F: 3 clusters Score -300735.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -300846.968750 Penalty: 785.312500
	Iteration 3Q: 3 clusters Score -300847 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -300964.781250 Penalty: 785.312500
	Iteration 4Q: 3 clusters Score -300964.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -301106.812500 Penalty: 785.312500
	Iteration 5Q: 3 clusters Score -301106.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -301285.281250 Penalty: 785.312500
	Iteration 6F: 3 clusters Score -301285.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -301488.875000 Penalty: 785.312500
	Iteration 7F: 3 clusters Score -301488.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -301717.000000 Penalty: 785.312500
	Iteration 8Q: 3 clusters Score -301717 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -301940.437500 Penalty: 785.312500
	Iteration 9Q: 3 clusters Score -301940.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -302132.281250 Penalty: 785.312500
	Iteration 10Q: 3 clusters Score -302132.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -302311.750000 Penalty: 785.312500
	Iteration 11Q: 3 clusters Score -302311.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -302441.812500 Penalty: 785.312500
	Iteration 12Q: 3 clusters Score -302441.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -302536.687500 Penalty: 785.312500
	Iteration 13Q: 3 clusters Score -302536.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -302597.625000 Penalty: 785.312500
	Iteration 14Q: 3 clusters Score -302597.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -302631.125000 Penalty: 785.312500
	Iteration 15Q: 3 clusters Score -302631.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -302655.843750 Penalty: 785.312500
	Iteration 16Q: 3 clusters Score -302655.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -302674.250000 Penalty: 785.312500
	Iteration 17Q: 3 clusters Score -302674.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -302689.000000 Penalty: 785.312500
	Iteration 18Q: 3 clusters Score -302689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -302695.843750 Penalty: 785.312500
	Iteration 19Q: 3 clusters Score -302695.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -302698.718750 Penalty: 785.312500
	Iteration 20F: 3 clusters Score -302698.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -302699.718750 Penalty: 785.312500
	Iteration 21Q: 3 clusters Score -302699.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -302699.843750 Penalty: 785.312500
	Iteration 22Q: 3 clusters Score -302699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -302700.656250 Penalty: 785.312500
	Iteration 23Q: 3 clusters Score -302700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -302700.562500 Penalty: 785.312500
	Iteration 24Q: 3 clusters Score -302700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -302700.562500 Penalty: 785.312500
	Iteration 25F: 3 clusters Score -302700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (45696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Entering Unmasked Estep 
Score: -2538277.750000 Penalty: 488.204346
	Iteration 0F: 2 clusters Score -2538278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2507771.500000 Penalty: 976.408691
	Iteration 0F: 3 clusters Score -2507772 nChanged 21935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2520628.000000 Penalty: 976.408691
	Iteration 1F: 3 clusters Score -2520628 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2521118.250000 Penalty: 976.408691
	Iteration 2Q: 3 clusters Score -2521118 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2521713.750000 Penalty: 976.408691
	Iteration 3Q: 3 clusters Score -2521714 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2522647.750000 Penalty: 976.408691
	Iteration 4Q: 3 clusters Score -2522648 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2524108.000000 Penalty: 976.408691
	Iteration 5F: 3 clusters Score -2524108 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2526328.250000 Penalty: 976.408691
	Iteration 6F: 3 clusters Score -2526328 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2529162.500000 Penalty: 976.408691
	Iteration 7F: 3 clusters Score -2529162 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2531899.000000 Penalty: 976.408691
	Iteration 8F: 3 clusters Score -2531899 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2533809.000000 Penalty: 976.408691
	Iteration 9Q: 3 clusters Score -2533809 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2534874.250000 Penalty: 976.408691
	Iteration 10Q: 3 clusters Score -2534874 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2535519.000000 Penalty: 976.408691
	Iteration 11Q: 3 clusters Score -2535519 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2535992.750000 Penalty: 976.408691
	Iteration 12Q: 3 clusters Score -2535993 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2536408.000000 Penalty: 976.408691
	Iteration 13Q: 3 clusters Score -2536408 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2536796.750000 Penalty: 976.408691
	Iteration 14Q: 3 clusters Score -2536797 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2537061.750000 Penalty: 976.408691
	Iteration 15Q: 3 clusters Score -2537062 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2537262.000000 Penalty: 976.408691
	Iteration 16Q: 3 clusters Score -2537262 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2537397.750000 Penalty: 976.408691
	Iteration 17Q: 3 clusters Score -2537398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2537514.500000 Penalty: 976.408691
	Iteration 18Q: 3 clusters Score -2537514 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2537589.000000 Penalty: 976.408691
	Iteration 19Q: 3 clusters Score -2537589 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2537657.000000 Penalty: 976.408691
	Iteration 20F: 3 clusters Score -2537657 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2537698.750000 Penalty: 976.408691
	Iteration 21Q: 3 clusters Score -2537699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2537740.750000 Penalty: 976.408691
	Iteration 22Q: 3 clusters Score -2537741 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2537768.000000 Penalty: 976.408691
	Iteration 23Q: 3 clusters Score -2537768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2537789.250000 Penalty: 976.408691
	Iteration 24Q: 3 clusters Score -2537789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2537807.000000 Penalty: 976.408691
	Iteration 25Q: 3 clusters Score -2537807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2537810.500000 Penalty: 976.408691
	Iteration 26Q: 3 clusters Score -2537810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2537819.500000 Penalty: 976.408691
	Iteration 27Q: 3 clusters Score -2537820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2537825.250000 Penalty: 976.408691
	Iteration 28Q: 3 clusters Score -2537825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2537830.500000 Penalty: 976.408691
	Iteration 29Q: 3 clusters Score -2537830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2537834.000000 Penalty: 976.408691
	Iteration 30Q: 3 clusters Score -2537834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2537841.250000 Penalty: 976.408691
	Iteration 31Q: 3 clusters Score -2537841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2537842.500000 Penalty: 976.408691
	Iteration 32Q: 3 clusters Score -2537842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2537843.250000 Penalty: 976.408691
	Iteration 33Q: 3 clusters Score -2537843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2537844.250000 Penalty: 976.408691
	Iteration 34Q: 3 clusters Score -2537844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2537843.750000 Penalty: 976.408691
	Iteration 35Q: 3 clusters Score -2537844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2537844.250000 Penalty: 976.408691
	Iteration 36Q: 3 clusters Score -2537844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2537846.750000 Penalty: 976.408691
	Iteration 37Q: 3 clusters Score -2537847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2537845.000000 Penalty: 976.408691
	Iteration 38Q: 3 clusters Score -2537845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2537847.750000 Penalty: 976.408691
	Iteration 39Q: 3 clusters Score -2537848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2537847.750000 Penalty: 976.408691
	Iteration 40F: 3 clusters Score -2537848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (31747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Entering Unmasked Estep 
Score: -1784094.375000 Penalty: 471.632690
	Iteration 0F: 2 clusters Score -1784094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1762973.750000 Penalty: 943.265381
	Iteration 0F: 3 clusters Score -1762974 nChanged 15108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1771797.250000 Penalty: 943.265381
	Iteration 1F: 3 clusters Score -1771797 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1772332.000000 Penalty: 943.265381
	Iteration 2Q: 3 clusters Score -1772332 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -1773259.625000 Penalty: 943.265381
	Iteration 3F: 3 clusters Score -1773260 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -1774739.750000 Penalty: 943.265381
	Iteration 4F: 3 clusters Score -1774740 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1776497.000000 Penalty: 943.265381
	Iteration 5F: 3 clusters Score -1776497 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -1777545.500000 Penalty: 943.265381
	Iteration 6F: 3 clusters Score -1777546 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1777874.125000 Penalty: 943.265381
	Iteration 7Q: 3 clusters Score -1777874 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1777984.250000 Penalty: 943.265381
	Iteration 8Q: 3 clusters Score -1777984 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1778044.375000 Penalty: 943.265381
	Iteration 9Q: 3 clusters Score -1778044 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -1778101.625000 Penalty: 943.265381
	Iteration 10Q: 3 clusters Score -1778102 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -1778162.000000 Penalty: 943.265381
	Iteration 11Q: 3 clusters Score -1778162 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1778228.250000 Penalty: 943.265381
	Iteration 12Q: 3 clusters Score -1778228 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -1778298.500000 Penalty: 943.265381
	Iteration 13Q: 3 clusters Score -1778298 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -1778368.375000 Penalty: 943.265381
	Iteration 14Q: 3 clusters Score -1778368 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1778438.125000 Penalty: 943.265381
	Iteration 15Q: 3 clusters Score -1778438 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -1778518.625000 Penalty: 943.265381
	Iteration 16Q: 3 clusters Score -1778519 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -1778594.500000 Penalty: 943.265381
	Iteration 17Q: 3 clusters Score -1778594 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -1778694.250000 Penalty: 943.265381
	Iteration 18Q: 3 clusters Score -1778694 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -1778823.375000 Penalty: 943.265381
	Iteration 19Q: 3 clusters Score -1778823 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -1778941.500000 Penalty: 943.265381
	Iteration 20F: 3 clusters Score -1778942 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -1779107.000000 Penalty: 943.265381
	Iteration 21Q: 3 clusters Score -1779107 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -1779291.750000 Penalty: 943.265381
	Iteration 22Q: 3 clusters Score -1779292 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -1779473.875000 Penalty: 943.265381
	Iteration 23Q: 3 clusters Score -1779474 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -1779707.500000 Penalty: 943.265381
	Iteration 24Q: 3 clusters Score -1779708 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -1779998.875000 Penalty: 943.265381
	Iteration 25Q: 3 clusters Score -1779999 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -1780325.250000 Penalty: 943.265381
	Iteration 26Q: 3 clusters Score -1780325 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -1780648.625000 Penalty: 943.265381
	Iteration 27Q: 3 clusters Score -1780649 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -1780978.750000 Penalty: 943.265381
	Iteration 28Q: 3 clusters Score -1780979 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -1781310.125000 Penalty: 943.265381
	Iteration 29Q: 3 clusters Score -1781310 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -1781672.125000 Penalty: 943.265381
	Iteration 30Q: 3 clusters Score -1781672 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -1782024.375000 Penalty: 943.265381
	Iteration 31Q: 3 clusters Score -1782024 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -1782399.000000 Penalty: 943.265381
	Iteration 32Q: 3 clusters Score -1782399 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -1782722.125000 Penalty: 943.265381
	Iteration 33Q: 3 clusters Score -1782722 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -1782970.750000 Penalty: 943.265381
	Iteration 34Q: 3 clusters Score -1782971 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -1783150.000000 Penalty: 943.265381
	Iteration 35Q: 3 clusters Score -1783150 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -1783290.000000 Penalty: 943.265381
	Iteration 36Q: 3 clusters Score -1783290 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -1783375.875000 Penalty: 943.265381
	Iteration 37Q: 3 clusters Score -1783376 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -1783443.375000 Penalty: 943.265381
	Iteration 38Q: 3 clusters Score -1783443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -1783501.000000 Penalty: 943.265381
	Iteration 39Q: 3 clusters Score -1783501 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -1783547.500000 Penalty: 943.265381
	Iteration 40F: 3 clusters Score -1783548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -1783583.375000 Penalty: 943.265381
	Iteration 41Q: 3 clusters Score -1783583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -1783623.000000 Penalty: 943.265381
	Iteration 42Q: 3 clusters Score -1783623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -1783657.125000 Penalty: 943.265381
	Iteration 43Q: 3 clusters Score -1783657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -1783676.625000 Penalty: 943.265381
	Iteration 44Q: 3 clusters Score -1783677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -1783684.375000 Penalty: 943.265381
	Iteration 45Q: 3 clusters Score -1783684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -1783689.000000 Penalty: 943.265381
	Iteration 46Q: 3 clusters Score -1783689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -1783701.375000 Penalty: 943.265381
	Iteration 47Q: 3 clusters Score -1783701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -1783710.375000 Penalty: 943.265381
	Iteration 48Q: 3 clusters Score -1783710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -1783712.625000 Penalty: 943.265381
	Iteration 49Q: 3 clusters Score -1783713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -1783715.500000 Penalty: 943.265381
	Iteration 50Q: 3 clusters Score -1783716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -1783715.500000 Penalty: 943.265381
	Iteration 51F: 3 clusters Score -1783716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -288897.718750 Penalty: 390.295013
	Iteration 0F: 2 clusters Score -288897.7 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 2670 members 
Entering Unmasked Estep 
Score: -285282.281250 Penalty: 780.590027
	Iteration 0F: 3 clusters Score -285282.3 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -286576.156250 Penalty: 780.590027
	Iteration 1F: 3 clusters Score -286576.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -286727.343750 Penalty: 780.590027
	Iteration 2F: 3 clusters Score -286727.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -286893.875000 Penalty: 780.590027
	Iteration 3F: 3 clusters Score -286893.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -287087.593750 Penalty: 780.590027
	Iteration 4F: 3 clusters Score -287087.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -287282.656250 Penalty: 780.590027
	Iteration 5F: 3 clusters Score -287282.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -287552.687500 Penalty: 780.590027
	Iteration 6F: 3 clusters Score -287552.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -287820.468750 Penalty: 780.590027
	Iteration 7F: 3 clusters Score -287820.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -287973.093750 Penalty: 780.590027
	Iteration 8Q: 3 clusters Score -287973.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -288041.187500 Penalty: 780.590027
	Iteration 9Q: 3 clusters Score -288041.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -288085.593750 Penalty: 780.590027
	Iteration 10Q: 3 clusters Score -288085.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -288126.718750 Penalty: 780.590027
	Iteration 11Q: 3 clusters Score -288126.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -288162.718750 Penalty: 780.590027
	Iteration 12Q: 3 clusters Score -288162.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -288191.718750 Penalty: 780.590027
	Iteration 13Q: 3 clusters Score -288191.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -288218.812500 Penalty: 780.590027
	Iteration 14Q: 3 clusters Score -288218.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -288253.687500 Penalty: 780.590027
	Iteration 15Q: 3 clusters Score -288253.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -288288.875000 Penalty: 780.590027
	Iteration 16Q: 3 clusters Score -288288.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -288336.187500 Penalty: 780.590027
	Iteration 17Q: 3 clusters Score -288336.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -288389.281250 Penalty: 780.590027
	Iteration 18Q: 3 clusters Score -288389.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -288442.718750 Penalty: 780.590027
	Iteration 19Q: 3 clusters Score -288442.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -288480.750000 Penalty: 780.590027
	Iteration 20F: 3 clusters Score -288480.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -288506.250000 Penalty: 780.590027
	Iteration 21Q: 3 clusters Score -288506.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -288525.500000 Penalty: 780.590027
	Iteration 22Q: 3 clusters Score -288525.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -288542.125000 Penalty: 780.590027
	Iteration 23Q: 3 clusters Score -288542.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -288556.968750 Penalty: 780.590027
	Iteration 24Q: 3 clusters Score -288557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -288571.968750 Penalty: 780.590027
	Iteration 25Q: 3 clusters Score -288572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -288591.562500 Penalty: 780.590027
	Iteration 26Q: 3 clusters Score -288591.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -288609.968750 Penalty: 780.590027
	Iteration 27Q: 3 clusters Score -288610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -288621.000000 Penalty: 780.590027
	Iteration 28Q: 3 clusters Score -288621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -288628.218750 Penalty: 780.590027
	Iteration 29Q: 3 clusters Score -288628.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -288634.281250 Penalty: 780.590027
	Iteration 30Q: 3 clusters Score -288634.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -288637.687500 Penalty: 780.590027
	Iteration 31Q: 3 clusters Score -288637.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -288639.625000 Penalty: 780.590027
	Iteration 32Q: 3 clusters Score -288639.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -288639.062500 Penalty: 780.590027
	Iteration 33Q: 3 clusters Score -288639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -288639.531250 Penalty: 780.590027
	Iteration 34Q: 3 clusters Score -288639.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -288640.156250 Penalty: 780.590027
	Iteration 35Q: 3 clusters Score -288640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -288640.437500 Penalty: 780.590027
	Iteration 36Q: 3 clusters Score -288640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -288640.968750 Penalty: 780.590027
	Iteration 37Q: 3 clusters Score -288641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -288640.781250 Penalty: 780.590027
	Iteration 38Q: 3 clusters Score -288640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -288640.781250 Penalty: 780.590027
	Iteration 39F: 3 clusters Score -288640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Entering Unmasked Estep 
Score: -258671.406250 Penalty: 387.258484
	Iteration 0F: 2 clusters Score -258671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -255258.015625 Penalty: 774.516968
	Iteration 0F: 3 clusters Score -255258 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -256466.703125 Penalty: 774.516968
	Iteration 1F: 3 clusters Score -256466.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -256617.734375 Penalty: 774.516968
	Iteration 2F: 3 clusters Score -256617.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -256806.250000 Penalty: 774.516968
	Iteration 3F: 3 clusters Score -256806.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -257038.171875 Penalty: 774.516968
	Iteration 4F: 3 clusters Score -257038.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -257292.187500 Penalty: 774.516968
	Iteration 5F: 3 clusters Score -257292.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -257553.718750 Penalty: 774.516968
	Iteration 6F: 3 clusters Score -257553.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -257760.406250 Penalty: 774.516968
	Iteration 7F: 3 clusters Score -257760.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -257902.875000 Penalty: 774.516968
	Iteration 8Q: 3 clusters Score -257902.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -257999.593750 Penalty: 774.516968
	Iteration 9Q: 3 clusters Score -257999.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -258063.156250 Penalty: 774.516968
	Iteration 10Q: 3 clusters Score -258063.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -258118.828125 Penalty: 774.516968
	Iteration 11Q: 3 clusters Score -258118.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -258164.500000 Penalty: 774.516968
	Iteration 12Q: 3 clusters Score -258164.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -258192.671875 Penalty: 774.516968
	Iteration 13Q: 3 clusters Score -258192.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -258215.250000 Penalty: 774.516968
	Iteration 14Q: 3 clusters Score -258215.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -258235.953125 Penalty: 774.516968
	Iteration 15Q: 3 clusters Score -258236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -258256.625000 Penalty: 774.516968
	Iteration 16Q: 3 clusters Score -258256.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -258283.015625 Penalty: 774.516968
	Iteration 17Q: 3 clusters Score -258283 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -258301.625000 Penalty: 774.516968
	Iteration 18Q: 3 clusters Score -258301.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -258312.937500 Penalty: 774.516968
	Iteration 19Q: 3 clusters Score -258312.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -258323.562500 Penalty: 774.516968
	Iteration 20F: 3 clusters Score -258323.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -258330.093750 Penalty: 774.516968
	Iteration 21Q: 3 clusters Score -258330.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -258336.156250 Penalty: 774.516968
	Iteration 22Q: 3 clusters Score -258336.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -258343.343750 Penalty: 774.516968
	Iteration 23Q: 3 clusters Score -258343.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -258350.593750 Penalty: 774.516968
	Iteration 24Q: 3 clusters Score -258350.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -258354.875000 Penalty: 774.516968
	Iteration 25Q: 3 clusters Score -258354.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -258356.406250 Penalty: 774.516968
	Iteration 26Q: 3 clusters Score -258356.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -258356.968750 Penalty: 774.516968
	Iteration 27Q: 3 clusters Score -258357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -258357.453125 Penalty: 774.516968
	Iteration 28Q: 3 clusters Score -258357.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -258357.578125 Penalty: 774.516968
	Iteration 29Q: 3 clusters Score -258357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -258357.437500 Penalty: 774.516968
	Iteration 30Q: 3 clusters Score -258357.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -258357.265625 Penalty: 774.516968
	Iteration 31Q: 3 clusters Score -258357.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -258357.265625 Penalty: 774.516968
	Iteration 32F: 3 clusters Score -258357.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (50504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Entering Unmasked Estep 
Score: -2808124.000000 Penalty: 492.756287
	Iteration 0F: 2 clusters Score -2808124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2774133.500000 Penalty: 985.512573
	Iteration 0F: 3 clusters Score -2774134 nChanged 24474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2788842.250000 Penalty: 985.512573
	Iteration 1F: 3 clusters Score -2788842 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2789859.250000 Penalty: 985.512573
	Iteration 2F: 3 clusters Score -2789859 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2791543.750000 Penalty: 985.512573
	Iteration 3F: 3 clusters Score -2791544 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2794255.750000 Penalty: 985.512573
	Iteration 4F: 3 clusters Score -2794256 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2798064.500000 Penalty: 985.512573
	Iteration 5F: 3 clusters Score -2798064 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2802223.500000 Penalty: 985.512573
	Iteration 6F: 3 clusters Score -2802224 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2805220.000000 Penalty: 985.512573
	Iteration 7F: 3 clusters Score -2805220 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2806608.500000 Penalty: 985.512573
	Iteration 8Q: 3 clusters Score -2806608 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2807214.250000 Penalty: 985.512573
	Iteration 9Q: 3 clusters Score -2807214 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2807466.250000 Penalty: 985.512573
	Iteration 10Q: 3 clusters Score -2807466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2807568.750000 Penalty: 985.512573
	Iteration 11Q: 3 clusters Score -2807569 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2807612.000000 Penalty: 985.512573
	Iteration 12Q: 3 clusters Score -2807612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2807640.750000 Penalty: 985.512573
	Iteration 13Q: 3 clusters Score -2807641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2807657.250000 Penalty: 985.512573
	Iteration 14Q: 3 clusters Score -2807657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2807666.750000 Penalty: 985.512573
	Iteration 15Q: 3 clusters Score -2807667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2807673.750000 Penalty: 985.512573
	Iteration 16Q: 3 clusters Score -2807674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2807675.500000 Penalty: 985.512573
	Iteration 17Q: 3 clusters Score -2807676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2807673.000000 Penalty: 985.512573
	Iteration 18Q: 3 clusters Score -2807673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2807676.250000 Penalty: 985.512573
	Iteration 19Q: 3 clusters Score -2807676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2807679.000000 Penalty: 985.512573
	Iteration 20F: 3 clusters Score -2807679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2807681.750000 Penalty: 985.512573
	Iteration 21Q: 3 clusters Score -2807682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2807680.250000 Penalty: 985.512573
	Iteration 22Q: 3 clusters Score -2807680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -2807682.500000 Penalty: 985.512573
	Iteration 23Q: 3 clusters Score -2807682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2807683.750000 Penalty: 985.512573
	Iteration 24Q: 3 clusters Score -2807684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2807684.000000 Penalty: 985.512573
	Iteration 25Q: 3 clusters Score -2807684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2807685.750000 Penalty: 985.512573
	Iteration 26Q: 3 clusters Score -2807686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -2807685.750000 Penalty: 985.512573
	Iteration 27Q: 3 clusters Score -2807686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2807688.000000 Penalty: 985.512573
	Iteration 28Q: 3 clusters Score -2807688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2807691.000000 Penalty: 985.512573
	Iteration 29Q: 3 clusters Score -2807691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -2807691.000000 Penalty: 985.512573
	Iteration 30Q: 3 clusters Score -2807691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2807692.250000 Penalty: 985.512573
	Iteration 31Q: 3 clusters Score -2807692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2807693.250000 Penalty: 985.512573
	Iteration 32Q: 3 clusters Score -2807693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2807698.000000 Penalty: 985.512573
	Iteration 33Q: 3 clusters Score -2807698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2807698.000000 Penalty: 985.512573
	Iteration 34F: 3 clusters Score -2807698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (19492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Entering Unmasked Estep 
Score: -1088079.000000 Penalty: 449.438019
	Iteration 0F: 2 clusters Score -1088079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1075060.750000 Penalty: 898.876038
	Iteration 0F: 3 clusters Score -1075061 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1080540.125000 Penalty: 898.876038
	Iteration 1F: 3 clusters Score -1080540 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1080984.125000 Penalty: 898.876038
	Iteration 2Q: 3 clusters Score -1080984 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1081659.500000 Penalty: 898.876038
	Iteration 3F: 3 clusters Score -1081660 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1082593.750000 Penalty: 898.876038
	Iteration 4F: 3 clusters Score -1082594 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1083445.250000 Penalty: 898.876038
	Iteration 5F: 3 clusters Score -1083445 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1083824.000000 Penalty: 898.876038
	Iteration 6Q: 3 clusters Score -1083824 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1083951.000000 Penalty: 898.876038
	Iteration 7Q: 3 clusters Score -1083951 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1084002.750000 Penalty: 898.876038
	Iteration 8Q: 3 clusters Score -1084003 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1084036.125000 Penalty: 898.876038
	Iteration 9Q: 3 clusters Score -1084036 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1084070.000000 Penalty: 898.876038
	Iteration 10Q: 3 clusters Score -1084070 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1084099.250000 Penalty: 898.876038
	Iteration 11Q: 3 clusters Score -1084099 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1084137.625000 Penalty: 898.876038
	Iteration 12Q: 3 clusters Score -1084138 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1084173.500000 Penalty: 898.876038
	Iteration 13Q: 3 clusters Score -1084174 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1084200.250000 Penalty: 898.876038
	Iteration 14Q: 3 clusters Score -1084200 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1084233.000000 Penalty: 898.876038
	Iteration 15Q: 3 clusters Score -1084233 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1084277.875000 Penalty: 898.876038
	Iteration 16Q: 3 clusters Score -1084278 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1084329.750000 Penalty: 898.876038
	Iteration 17Q: 3 clusters Score -1084330 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1084371.875000 Penalty: 898.876038
	Iteration 18Q: 3 clusters Score -1084372 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1084422.750000 Penalty: 898.876038
	Iteration 19Q: 3 clusters Score -1084423 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1084480.625000 Penalty: 898.876038
	Iteration 20F: 3 clusters Score -1084481 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1084553.750000 Penalty: 898.876038
	Iteration 21Q: 3 clusters Score -1084554 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1084643.750000 Penalty: 898.876038
	Iteration 22Q: 3 clusters Score -1084644 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1084749.750000 Penalty: 898.876038
	Iteration 23Q: 3 clusters Score -1084750 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1084866.625000 Penalty: 898.876038
	Iteration 24Q: 3 clusters Score -1084867 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1084987.500000 Penalty: 898.876038
	Iteration 25Q: 3 clusters Score -1084988 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1085130.875000 Penalty: 898.876038
	Iteration 26Q: 3 clusters Score -1085131 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1085307.875000 Penalty: 898.876038
	Iteration 27Q: 3 clusters Score -1085308 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1085503.250000 Penalty: 898.876038
	Iteration 28Q: 3 clusters Score -1085503 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1085712.125000 Penalty: 898.876038
	Iteration 29Q: 3 clusters Score -1085712 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1085927.250000 Penalty: 898.876038
	Iteration 30Q: 3 clusters Score -1085927 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1086154.500000 Penalty: 898.876038
	Iteration 31Q: 3 clusters Score -1086154 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1086361.750000 Penalty: 898.876038
	Iteration 32Q: 3 clusters Score -1086362 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1086578.625000 Penalty: 898.876038
	Iteration 33Q: 3 clusters Score -1086579 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1086804.000000 Penalty: 898.876038
	Iteration 34Q: 3 clusters Score -1086804 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1087032.125000 Penalty: 898.876038
	Iteration 35Q: 3 clusters Score -1087032 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1087259.000000 Penalty: 898.876038
	Iteration 36Q: 3 clusters Score -1087259 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1087436.750000 Penalty: 898.876038
	Iteration 37Q: 3 clusters Score -1087437 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1087543.875000 Penalty: 898.876038
	Iteration 38Q: 3 clusters Score -1087544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -1087617.125000 Penalty: 898.876038
	Iteration 39Q: 3 clusters Score -1087617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -1087646.875000 Penalty: 898.876038
	Iteration 40F: 3 clusters Score -1087647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1087663.875000 Penalty: 898.876038
	Iteration 41Q: 3 clusters Score -1087664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1087672.000000 Penalty: 898.876038
	Iteration 42Q: 3 clusters Score -1087672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1087675.750000 Penalty: 898.876038
	Iteration 43Q: 3 clusters Score -1087676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -1087681.125000 Penalty: 898.876038
	Iteration 44Q: 3 clusters Score -1087681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1087684.875000 Penalty: 898.876038
	Iteration 45Q: 3 clusters Score -1087685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1087690.000000 Penalty: 898.876038
	Iteration 46Q: 3 clusters Score -1087690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -1087690.250000 Penalty: 898.876038
	Iteration 47Q: 3 clusters Score -1087690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -1087692.500000 Penalty: 898.876038
	Iteration 48Q: 3 clusters Score -1087692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1087692.625000 Penalty: 898.876038
	Iteration 49Q: 3 clusters Score -1087693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -1087692.625000 Penalty: 898.876038
	Iteration 50F: 3 clusters Score -1087693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -22221.769531 Penalty: 280.907257
	Iteration 0F: 2 clusters Score -22221.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21726.082031 Penalty: 561.814514
	Iteration 0F: 3 clusters Score -21726.08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21836.443359 Penalty: 561.814514
	Iteration 1F: 3 clusters Score -21836.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21858.500000 Penalty: 561.814514
	Iteration 2F: 3 clusters Score -21858.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21869.246094 Penalty: 561.814514
	Iteration 3Q: 3 clusters Score -21869.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21876.501953 Penalty: 561.814514
	Iteration 4Q: 3 clusters Score -21876.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21880.439453 Penalty: 561.814514
	Iteration 5Q: 3 clusters Score -21880.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21885.437500 Penalty: 561.814514
	Iteration 6Q: 3 clusters Score -21885.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21888.066406 Penalty: 561.814514
	Iteration 7Q: 3 clusters Score -21888.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21888.480469 Penalty: 561.814514
	Iteration 8Q: 3 clusters Score -21888.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21889.072266 Penalty: 561.814514
	Iteration 9Q: 3 clusters Score -21889.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21889.072266 Penalty: 561.814514
	Iteration 10F: 3 clusters Score -21889.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (8658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Entering Unmasked Estep 
Score: -490323.343750 Penalty: 412.513885
	Iteration 0F: 2 clusters Score -490323.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -484532.312500 Penalty: 825.027771
	Iteration 0F: 3 clusters Score -484532.3 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -486768.218750 Penalty: 825.027771
	Iteration 1F: 3 clusters Score -486768.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -486937.156250 Penalty: 825.027771
	Iteration 2F: 3 clusters Score -486937.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -487146.531250 Penalty: 825.027771
	Iteration 3F: 3 clusters Score -487146.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -487431.468750 Penalty: 825.027771
	Iteration 4F: 3 clusters Score -487431.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -487807.281250 Penalty: 825.027771
	Iteration 5F: 3 clusters Score -487807.3 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -488296.812500 Penalty: 825.027771
	Iteration 6F: 3 clusters Score -488296.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -488841.562500 Penalty: 825.027771
	Iteration 7F: 3 clusters Score -488841.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -489317.750000 Penalty: 825.027771
	Iteration 8F: 3 clusters Score -489317.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -489677.062500 Penalty: 825.027771
	Iteration 9Q: 3 clusters Score -489677.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -489839.468750 Penalty: 825.027771
	Iteration 10Q: 3 clusters Score -489839.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -489911.281250 Penalty: 825.027771
	Iteration 11Q: 3 clusters Score -489911.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -489936.781250 Penalty: 825.027771
	Iteration 12Q: 3 clusters Score -489936.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -489944.625000 Penalty: 825.027771
	Iteration 13Q: 3 clusters Score -489944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -489949.843750 Penalty: 825.027771
	Iteration 14Q: 3 clusters Score -489949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -489956.937500 Penalty: 825.027771
	Iteration 15Q: 3 clusters Score -489956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -489957.781250 Penalty: 825.027771
	Iteration 16Q: 3 clusters Score -489957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -489959.500000 Penalty: 825.027771
	Iteration 17Q: 3 clusters Score -489959.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -489961.125000 Penalty: 825.027771
	Iteration 18Q: 3 clusters Score -489961.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -489961.125000 Penalty: 825.027771
	Iteration 19F: 3 clusters Score -489961.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (89939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Entering Unmasked Estep 
Score: -4966113.000000 Penalty: 519.013367
	Iteration 0F: 2 clusters Score -4966113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -4906265.000000 Penalty: 1038.026733
	Iteration 0F: 3 clusters Score -4906265 nChanged 44082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -4934068.000000 Penalty: 1038.026733
	Iteration 1F: 3 clusters Score -4934068 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -4937684.000000 Penalty: 1038.026733
	Iteration 2F: 3 clusters Score -4937684 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -4944258.000000 Penalty: 1038.026733
	Iteration 3F: 3 clusters Score -4944258 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -4953249.000000 Penalty: 1038.026733
	Iteration 4F: 3 clusters Score -4953249 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 85302 members 
Entering Unmasked Estep 
Score: -4961049.500000 Penalty: 1038.026733
	Iteration 5F: 3 clusters Score -4961050 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 88769 members 
Entering Unmasked Estep 
Score: -4964524.000000 Penalty: 1038.026733
	Iteration 6Q: 3 clusters Score -4964524 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 89702 members 
Entering Unmasked Estep 
Score: -4965385.500000 Penalty: 1038.026733
	Iteration 7Q: 3 clusters Score -4965386 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -4965584.500000 Penalty: 1038.026733
	Iteration 8Q: 3 clusters Score -4965584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 89903 members 
Entering Unmasked Estep 
Score: -4965634.500000 Penalty: 1038.026733
	Iteration 9Q: 3 clusters Score -4965634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -4965643.000000 Penalty: 1038.026733
	Iteration 10Q: 3 clusters Score -4965643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 89907 members 
Entering Unmasked Estep 
Score: -4965646.000000 Penalty: 1038.026733
	Iteration 11Q: 3 clusters Score -4965646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 89903 members 
Entering Unmasked Estep 
Score: -4965657.000000 Penalty: 1038.026733
	Iteration 12Q: 3 clusters Score -4965657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36 members 
Mstep: Class 2 contains 89903 members 
Entering Unmasked Estep 
Score: -4965657.000000 Penalty: 1038.026733
	Iteration 13F: 3 clusters Score -4965657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 85790 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 1247 members 
Mstep: Class 5 contains 38565 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 38922 members 
Mstep: Class 8 contains 76357 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 43123 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 60433 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1670 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 19 contains 68807 members 
Mstep: Class 20 contains 56078 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 93023 members 
Mstep: Class 23 contains 71628 members 
Mstep: Class 24 contains 8716 members 
Mstep: Class 25 contains 2761 members 
Mstep: Class 26 contains 15221 members 
Mstep: Class 27 contains 152365 members 
Mstep: Class 28 contains 2945 members 
Mstep: Class 29 contains 659 members 
Mstep: Class 30 contains 41789 members 
Mstep: Class 31 contains 40175 members 
Mstep: Class 32 contains 22819 members 
Mstep: Class 33 contains 92034 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140995 members 
Mstep: Class 37 contains 18990 members 
Mstep: Class 38 contains 78643 members 
Mstep: Class 39 contains 59354 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16828 members 
Mstep: Class 42 contains 5596 members 
Mstep: Class 43 contains 45696 members 
Mstep: Class 44 contains 31747 members 
Mstep: Class 45 contains 5313 members 
Mstep: Class 46 contains 4970 members 
Mstep: Class 47 contains 50504 members 
Mstep: Class 48 contains 19492 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8658 members 
Mstep: Class 51 contains 89939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87463664.000000 Penalty: 34638.300781
Iteration 399Q: 54 clusters Score -8.746366e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 85712 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 38583 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 7 contains 40466 members 
Mstep: Class 8 contains 76495 members 
Mstep: Class 9 contains 2591 members 
Mstep: Class 10 contains 42710 members 
Mstep: Class 11 contains 6618 members 
Mstep: Class 12 contains 60517 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 1671 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1597 members 
Mstep: Class 18 contains 82663 members 
Mstep: Class 19 contains 68382 members 
Mstep: Class 20 contains 55485 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 93093 members 
Mstep: Class 23 contains 71211 members 
Mstep: Class 24 contains 8717 members 
Mstep: Class 25 contains 2759 members 
Mstep: Class 26 contains 15223 members 
Mstep: Class 27 contains 153798 members 
Mstep: Class 28 contains 2887 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 41009 members 
Mstep: Class 31 contains 40518 members 
Mstep: Class 32 contains 22710 members 
Mstep: Class 33 contains 92172 members 
Mstep: Class 34 contains 502 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140764 members 
Mstep: Class 37 contains 19166 members 
Mstep: Class 38 contains 78890 members 
Mstep: Class 39 contains 59000 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16814 members 
Mstep: Class 42 contains 5599 members 
Mstep: Class 43 contains 46269 members 
Mstep: Class 44 contains 31669 members 
Mstep: Class 45 contains 5302 members 
Mstep: Class 46 contains 4976 members 
Mstep: Class 47 contains 50449 members 
Mstep: Class 48 contains 19544 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8576 members 
Mstep: Class 51 contains 91039 members 
Mstep: Class 52 contains 9257 members 
Mstep: Class 53 contains 11910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87465416.000000 Penalty: 34638.300781
Iteration 400F: 54 clusters Score -8.746542e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 85575 members 
Mstep: Class 3 contains 3945 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 38597 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 40931 members 
Mstep: Class 8 contains 76388 members 
Mstep: Class 9 contains 2590 members 
Mstep: Class 10 contains 42521 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 60581 members 
Mstep: Class 13 contains 4691 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 82449 members 
Mstep: Class 19 contains 68011 members 
Mstep: Class 20 contains 54833 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 93166 members 
Mstep: Class 23 contains 70825 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 2753 members 
Mstep: Class 26 contains 15214 members 
Mstep: Class 27 contains 154740 members 
Mstep: Class 28 contains 2867 members 
Mstep: Class 29 contains 664 members 
Mstep: Class 30 contains 40463 members 
Mstep: Class 31 contains 40563 members 
Mstep: Class 32 contains 22714 members 
Mstep: Class 33 contains 92202 members 
Mstep: Class 34 contains 501 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140475 members 
Mstep: Class 37 contains 19087 members 
Mstep: Class 38 contains 78805 members 
Mstep: Class 39 contains 58673 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16814 members 
Mstep: Class 42 contains 5597 members 
Mstep: Class 43 contains 46797 members 
Mstep: Class 44 contains 31622 members 
Mstep: Class 45 contains 5276 members 
Mstep: Class 46 contains 4972 members 
Mstep: Class 47 contains 50344 members 
Mstep: Class 48 contains 19602 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8457 members 
Mstep: Class 51 contains 91926 members 
Mstep: Class 52 contains 9489 members 
Mstep: Class 53 contains 12493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87466616.000000 Penalty: 34638.300781
Iteration 401Q: 54 clusters Score -8.746662e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 85466 members 
Mstep: Class 3 contains 3939 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 38631 members 
Mstep: Class 6 contains 2064 members 
Mstep: Class 7 contains 41369 members 
Mstep: Class 8 contains 76253 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 42264 members 
Mstep: Class 11 contains 6461 members 
Mstep: Class 12 contains 60615 members 
Mstep: Class 13 contains 4688 members 
Mstep: Class 14 contains 1660 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 18 contains 82171 members 
Mstep: Class 19 contains 67663 members 
Mstep: Class 20 contains 54275 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 93255 members 
Mstep: Class 23 contains 70561 members 
Mstep: Class 24 contains 8720 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15206 members 
Mstep: Class 27 contains 155553 members 
Mstep: Class 28 contains 2885 members 
Mstep: Class 29 contains 665 members 
Mstep: Class 30 contains 39974 members 
Mstep: Class 31 contains 40563 members 
Mstep: Class 32 contains 22674 members 
Mstep: Class 33 contains 92222 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140323 members 
Mstep: Class 37 contains 19036 members 
Mstep: Class 38 contains 78811 members 
Mstep: Class 39 contains 58340 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16808 members 
Mstep: Class 42 contains 5598 members 
Mstep: Class 43 contains 47423 members 
Mstep: Class 44 contains 31528 members 
Mstep: Class 45 contains 5257 members 
Mstep: Class 46 contains 4977 members 
Mstep: Class 47 contains 50253 members 
Mstep: Class 48 contains 19622 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8375 members 
Mstep: Class 51 contains 92766 members 
Mstep: Class 52 contains 9586 members 
Mstep: Class 53 contains 12908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467464.000000 Penalty: 34638.300781
Iteration 402Q: 54 clusters Score -8.746746e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 3876 members 
Mstep: Class 4 contains 1260 members 
Mstep: Class 5 contains 38658 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 41658 members 
Mstep: Class 8 contains 76161 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 42001 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 60620 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 81987 members 
Mstep: Class 19 contains 67398 members 
Mstep: Class 20 contains 53779 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 93371 members 
Mstep: Class 23 contains 70393 members 
Mstep: Class 24 contains 8722 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15201 members 
Mstep: Class 27 contains 156206 members 
Mstep: Class 28 contains 2919 members 
Mstep: Class 29 contains 666 members 
Mstep: Class 30 contains 39523 members 
Mstep: Class 31 contains 40563 members 
Mstep: Class 32 contains 22625 members 
Mstep: Class 33 contains 92226 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140171 members 
Mstep: Class 37 contains 19002 members 
Mstep: Class 38 contains 78766 members 
Mstep: Class 39 contains 57992 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16789 members 
Mstep: Class 42 contains 5603 members 
Mstep: Class 43 contains 48021 members 
Mstep: Class 44 contains 31377 members 
Mstep: Class 45 contains 5244 members 
Mstep: Class 46 contains 4978 members 
Mstep: Class 47 contains 50239 members 
Mstep: Class 48 contains 19680 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8255 members 
Mstep: Class 51 contains 93635 members 
Mstep: Class 52 contains 9644 members 
Mstep: Class 53 contains 13286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467776.000000 Penalty: 34638.300781
Iteration 403Q: 54 clusters Score -8.746778e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 85355 members 
Mstep: Class 3 contains 3840 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 38680 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 41995 members 
Mstep: Class 8 contains 76103 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 41690 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 60621 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 81765 members 
Mstep: Class 19 contains 67165 members 
Mstep: Class 20 contains 53271 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 93463 members 
Mstep: Class 23 contains 70263 members 
Mstep: Class 24 contains 8725 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 15212 members 
Mstep: Class 27 contains 156765 members 
Mstep: Class 28 contains 2947 members 
Mstep: Class 29 contains 666 members 
Mstep: Class 30 contains 39092 members 
Mstep: Class 31 contains 40564 members 
Mstep: Class 32 contains 22650 members 
Mstep: Class 33 contains 92223 members 
Mstep: Class 34 contains 495 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 140011 members 
Mstep: Class 37 contains 18957 members 
Mstep: Class 38 contains 78661 members 
Mstep: Class 39 contains 57646 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16776 members 
Mstep: Class 42 contains 5603 members 
Mstep: Class 43 contains 48597 members 
Mstep: Class 44 contains 31251 members 
Mstep: Class 45 contains 5236 members 
Mstep: Class 46 contains 4985 members 
Mstep: Class 47 contains 50213 members 
Mstep: Class 48 contains 19722 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8167 members 
Mstep: Class 51 contains 94482 members 
Mstep: Class 52 contains 9700 members 
Mstep: Class 53 contains 13674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467824.000000 Penalty: 34638.300781
Iteration 404Q: 54 clusters Score -8.746782e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 85320 members 
Mstep: Class 3 contains 3781 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 38687 members 
Mstep: Class 6 contains 2067 members 
Mstep: Class 7 contains 42222 members 
Mstep: Class 8 contains 76043 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 41366 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 60609 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 1649 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 81709 members 
Mstep: Class 19 contains 66929 members 
Mstep: Class 20 contains 52741 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 93597 members 
Mstep: Class 23 contains 70170 members 
Mstep: Class 24 contains 8726 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 15218 members 
Mstep: Class 27 contains 157284 members 
Mstep: Class 28 contains 2982 members 
Mstep: Class 29 contains 666 members 
Mstep: Class 30 contains 38691 members 
Mstep: Class 31 contains 40559 members 
Mstep: Class 32 contains 22708 members 
Mstep: Class 33 contains 92221 members 
Mstep: Class 34 contains 494 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139880 members 
Mstep: Class 37 contains 18919 members 
Mstep: Class 38 contains 78555 members 
Mstep: Class 39 contains 57421 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16769 members 
Mstep: Class 42 contains 5604 members 
Mstep: Class 43 contains 49215 members 
Mstep: Class 44 contains 31034 members 
Mstep: Class 45 contains 5227 members 
Mstep: Class 46 contains 5001 members 
Mstep: Class 47 contains 50061 members 
Mstep: Class 48 contains 19772 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8084 members 
Mstep: Class 51 contains 95308 members 
Mstep: Class 52 contains 9737 members 
Mstep: Class 53 contains 14024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87468480.000000 Penalty: 34638.300781
Iteration 405Q: 54 clusters Score -8.746848e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 85286 members 
Mstep: Class 3 contains 3609 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 38699 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 42326 members 
Mstep: Class 8 contains 75988 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 41062 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 60600 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 1648 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 81864 members 
Mstep: Class 19 contains 66724 members 
Mstep: Class 20 contains 52242 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 93699 members 
Mstep: Class 23 contains 70106 members 
Mstep: Class 24 contains 8727 members 
Mstep: Class 25 contains 2739 members 
Mstep: Class 26 contains 15220 members 
Mstep: Class 27 contains 157689 members 
Mstep: Class 28 contains 3011 members 
Mstep: Class 29 contains 666 members 
Mstep: Class 30 contains 38320 members 
Mstep: Class 31 contains 40559 members 
Mstep: Class 32 contains 22776 members 
Mstep: Class 33 contains 92225 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139747 members 
Mstep: Class 37 contains 18891 members 
Mstep: Class 38 contains 78497 members 
Mstep: Class 39 contains 57269 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16765 members 
Mstep: Class 42 contains 5606 members 
Mstep: Class 43 contains 49866 members 
Mstep: Class 44 contains 30799 members 
Mstep: Class 45 contains 5219 members 
Mstep: Class 46 contains 5011 members 
Mstep: Class 47 contains 49844 members 
Mstep: Class 48 contains 19800 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 8022 members 
Mstep: Class 51 contains 96099 members 
Mstep: Class 52 contains 9764 members 
Mstep: Class 53 contains 14353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87468392.000000 Penalty: 34638.300781
Iteration 406Q: 54 clusters Score -8.746839e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 85259 members 
Mstep: Class 3 contains 3669 members 
Mstep: Class 4 contains 1295 members 
Mstep: Class 5 contains 38714 members 
Mstep: Class 6 contains 2060 members 
Mstep: Class 7 contains 42466 members 
Mstep: Class 8 contains 75951 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 40731 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 60567 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 1647 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 82054 members 
Mstep: Class 19 contains 66546 members 
Mstep: Class 20 contains 51829 members 
Mstep: Class 21 contains 1715 members 
Mstep: Class 22 contains 93853 members 
Mstep: Class 23 contains 70030 members 
Mstep: Class 24 contains 8729 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 15221 members 
Mstep: Class 27 contains 158037 members 
Mstep: Class 28 contains 3033 members 
Mstep: Class 29 contains 666 members 
Mstep: Class 30 contains 37908 members 
Mstep: Class 31 contains 40561 members 
Mstep: Class 32 contains 22802 members 
Mstep: Class 33 contains 92224 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139645 members 
Mstep: Class 37 contains 18860 members 
Mstep: Class 38 contains 78374 members 
Mstep: Class 39 contains 57025 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16754 members 
Mstep: Class 42 contains 5611 members 
Mstep: Class 43 contains 50465 members 
Mstep: Class 44 contains 30429 members 
Mstep: Class 45 contains 5223 members 
Mstep: Class 46 contains 5023 members 
Mstep: Class 47 contains 49669 members 
Mstep: Class 48 contains 19834 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7938 members 
Mstep: Class 51 contains 96885 members 
Mstep: Class 52 contains 9789 members 
Mstep: Class 53 contains 14688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87468400.000000 Penalty: 34638.300781
Iteration 407Q: 54 clusters Score -8.74684e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 85230 members 
Mstep: Class 3 contains 3605 members 
Mstep: Class 4 contains 1296 members 
Mstep: Class 5 contains 38727 members 
Mstep: Class 6 contains 2059 members 
Mstep: Class 7 contains 42645 members 
Mstep: Class 8 contains 75921 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 40402 members 
Mstep: Class 11 contains 5931 members 
Mstep: Class 12 contains 60547 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 1645 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 82225 members 
Mstep: Class 19 contains 66388 members 
Mstep: Class 20 contains 51418 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 93999 members 
Mstep: Class 23 contains 69977 members 
Mstep: Class 24 contains 8732 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 15233 members 
Mstep: Class 27 contains 158345 members 
Mstep: Class 28 contains 3045 members 
Mstep: Class 29 contains 666 members 
Mstep: Class 30 contains 37502 members 
Mstep: Class 31 contains 40571 members 
Mstep: Class 32 contains 22878 members 
Mstep: Class 33 contains 92216 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139541 members 
Mstep: Class 37 contains 18823 members 
Mstep: Class 38 contains 78247 members 
Mstep: Class 39 contains 56879 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16736 members 
Mstep: Class 42 contains 5615 members 
Mstep: Class 43 contains 51098 members 
Mstep: Class 44 contains 30227 members 
Mstep: Class 45 contains 5218 members 
Mstep: Class 46 contains 5032 members 
Mstep: Class 47 contains 49421 members 
Mstep: Class 48 contains 19871 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7855 members 
Mstep: Class 51 contains 97507 members 
Mstep: Class 52 contains 9811 members 
Mstep: Class 53 contains 15010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87468120.000000 Penalty: 34638.300781
Iteration 408Q: 54 clusters Score -8.746812e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 85201 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 1299 members 
Mstep: Class 5 contains 38729 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 42897 members 
Mstep: Class 8 contains 75901 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 40062 members 
Mstep: Class 11 contains 5840 members 
Mstep: Class 12 contains 60517 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 82353 members 
Mstep: Class 19 contains 66276 members 
Mstep: Class 20 contains 51067 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 94162 members 
Mstep: Class 23 contains 69922 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 15243 members 
Mstep: Class 27 contains 158611 members 
Mstep: Class 28 contains 3064 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 37097 members 
Mstep: Class 31 contains 40582 members 
Mstep: Class 32 contains 22791 members 
Mstep: Class 33 contains 92221 members 
Mstep: Class 34 contains 489 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139477 members 
Mstep: Class 37 contains 18802 members 
Mstep: Class 38 contains 78141 members 
Mstep: Class 39 contains 56669 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16715 members 
Mstep: Class 42 contains 5621 members 
Mstep: Class 43 contains 51749 members 
Mstep: Class 44 contains 29943 members 
Mstep: Class 45 contains 5216 members 
Mstep: Class 46 contains 5035 members 
Mstep: Class 47 contains 49224 members 
Mstep: Class 48 contains 19922 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7761 members 
Mstep: Class 51 contains 98098 members 
Mstep: Class 52 contains 9807 members 
Mstep: Class 53 contains 15311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467896.000000 Penalty: 34638.300781
Iteration 409Q: 54 clusters Score -8.74679e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 85194 members 
Mstep: Class 3 contains 3754 members 
Mstep: Class 4 contains 1298 members 
Mstep: Class 5 contains 38727 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 43057 members 
Mstep: Class 8 contains 75881 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 39738 members 
Mstep: Class 11 contains 5765 members 
Mstep: Class 12 contains 60478 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 82574 members 
Mstep: Class 19 contains 66172 members 
Mstep: Class 20 contains 50702 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 94272 members 
Mstep: Class 23 contains 69882 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 15244 members 
Mstep: Class 27 contains 158853 members 
Mstep: Class 28 contains 3079 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 36748 members 
Mstep: Class 31 contains 40595 members 
Mstep: Class 32 contains 22777 members 
Mstep: Class 33 contains 92210 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139416 members 
Mstep: Class 37 contains 18774 members 
Mstep: Class 38 contains 78046 members 
Mstep: Class 39 contains 56451 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16694 members 
Mstep: Class 42 contains 5626 members 
Mstep: Class 43 contains 52389 members 
Mstep: Class 44 contains 29680 members 
Mstep: Class 45 contains 5221 members 
Mstep: Class 46 contains 5041 members 
Mstep: Class 47 contains 49000 members 
Mstep: Class 48 contains 19967 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7679 members 
Mstep: Class 51 contains 98636 members 
Mstep: Class 52 contains 9806 members 
Mstep: Class 53 contains 15599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467832.000000 Penalty: 34638.300781
Iteration 410Q: 54 clusters Score -8.746783e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 85175 members 
Mstep: Class 3 contains 3592 members 
Mstep: Class 4 contains 1298 members 
Mstep: Class 5 contains 38719 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 43265 members 
Mstep: Class 8 contains 75847 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 39449 members 
Mstep: Class 11 contains 5689 members 
Mstep: Class 12 contains 60434 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 82767 members 
Mstep: Class 19 contains 66127 members 
Mstep: Class 20 contains 50336 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 94398 members 
Mstep: Class 23 contains 69840 members 
Mstep: Class 24 contains 8736 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 15248 members 
Mstep: Class 27 contains 159087 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 36387 members 
Mstep: Class 31 contains 40606 members 
Mstep: Class 32 contains 22773 members 
Mstep: Class 33 contains 92195 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139349 members 
Mstep: Class 37 contains 18746 members 
Mstep: Class 38 contains 77972 members 
Mstep: Class 39 contains 56344 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16671 members 
Mstep: Class 42 contains 5630 members 
Mstep: Class 43 contains 52974 members 
Mstep: Class 44 contains 29503 members 
Mstep: Class 45 contains 5227 members 
Mstep: Class 46 contains 5047 members 
Mstep: Class 47 contains 48797 members 
Mstep: Class 48 contains 20018 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7601 members 
Mstep: Class 51 contains 99160 members 
Mstep: Class 52 contains 9812 members 
Mstep: Class 53 contains 15857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467664.000000 Penalty: 34638.300781
Iteration 411Q: 54 clusters Score -8.746766e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 85165 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 1297 members 
Mstep: Class 5 contains 38704 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 43342 members 
Mstep: Class 8 contains 75823 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 39172 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 60397 members 
Mstep: Class 13 contains 4662 members 
Mstep: Class 14 contains 1647 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 83115 members 
Mstep: Class 19 contains 66078 members 
Mstep: Class 20 contains 49943 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 94495 members 
Mstep: Class 23 contains 69819 members 
Mstep: Class 24 contains 8738 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 15257 members 
Mstep: Class 27 contains 159260 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 36070 members 
Mstep: Class 31 contains 40613 members 
Mstep: Class 32 contains 22762 members 
Mstep: Class 33 contains 92177 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139275 members 
Mstep: Class 37 contains 18708 members 
Mstep: Class 38 contains 77956 members 
Mstep: Class 39 contains 56096 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16657 members 
Mstep: Class 42 contains 5633 members 
Mstep: Class 43 contains 53585 members 
Mstep: Class 44 contains 29167 members 
Mstep: Class 45 contains 5229 members 
Mstep: Class 46 contains 5054 members 
Mstep: Class 47 contains 48589 members 
Mstep: Class 48 contains 20076 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7546 members 
Mstep: Class 51 contains 99696 members 
Mstep: Class 52 contains 9826 members 
Mstep: Class 53 contains 16111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467496.000000 Penalty: 34638.300781
Iteration 412Q: 54 clusters Score -8.74675e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 85141 members 
Mstep: Class 3 contains 3674 members 
Mstep: Class 4 contains 1299 members 
Mstep: Class 5 contains 38699 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 43445 members 
Mstep: Class 8 contains 75811 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 38917 members 
Mstep: Class 11 contains 5501 members 
Mstep: Class 12 contains 60363 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 14 contains 1647 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 83412 members 
Mstep: Class 19 contains 66044 members 
Mstep: Class 20 contains 49567 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 94580 members 
Mstep: Class 23 contains 69800 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 15263 members 
Mstep: Class 27 contains 159400 members 
Mstep: Class 28 contains 3113 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 35703 members 
Mstep: Class 31 contains 40614 members 
Mstep: Class 32 contains 22779 members 
Mstep: Class 33 contains 92171 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139241 members 
Mstep: Class 37 contains 18687 members 
Mstep: Class 38 contains 77920 members 
Mstep: Class 39 contains 55931 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16649 members 
Mstep: Class 42 contains 5638 members 
Mstep: Class 43 contains 54188 members 
Mstep: Class 44 contains 28813 members 
Mstep: Class 45 contains 5233 members 
Mstep: Class 46 contains 5056 members 
Mstep: Class 47 contains 48338 members 
Mstep: Class 48 contains 20116 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7502 members 
Mstep: Class 51 contains 100283 members 
Mstep: Class 52 contains 9839 members 
Mstep: Class 53 contains 16339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467776.000000 Penalty: 34638.300781
Iteration 413Q: 54 clusters Score -8.746778e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 85141 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 38697 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 43427 members 
Mstep: Class 8 contains 75811 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 38680 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 12 contains 60326 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 83931 members 
Mstep: Class 19 contains 66021 members 
Mstep: Class 20 contains 49157 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 94703 members 
Mstep: Class 23 contains 69793 members 
Mstep: Class 24 contains 8739 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 15270 members 
Mstep: Class 27 contains 159544 members 
Mstep: Class 28 contains 3117 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 35402 members 
Mstep: Class 31 contains 40615 members 
Mstep: Class 32 contains 22895 members 
Mstep: Class 33 contains 92161 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139186 members 
Mstep: Class 37 contains 18661 members 
Mstep: Class 38 contains 77864 members 
Mstep: Class 39 contains 55821 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16636 members 
Mstep: Class 42 contains 5643 members 
Mstep: Class 43 contains 54686 members 
Mstep: Class 44 contains 28496 members 
Mstep: Class 45 contains 5231 members 
Mstep: Class 46 contains 5062 members 
Mstep: Class 47 contains 48118 members 
Mstep: Class 48 contains 20169 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7434 members 
Mstep: Class 51 contains 100673 members 
Mstep: Class 52 contains 9843 members 
Mstep: Class 53 contains 16587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467848.000000 Penalty: 34638.300781
Iteration 414Q: 54 clusters Score -8.746785e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 85138 members 
Mstep: Class 3 contains 3530 members 
Mstep: Class 4 contains 1299 members 
Mstep: Class 5 contains 38682 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 43771 members 
Mstep: Class 8 contains 75808 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 38455 members 
Mstep: Class 11 contains 5300 members 
Mstep: Class 12 contains 60285 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 84334 members 
Mstep: Class 19 contains 66000 members 
Mstep: Class 20 contains 48794 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 94770 members 
Mstep: Class 23 contains 69799 members 
Mstep: Class 24 contains 8738 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 15276 members 
Mstep: Class 27 contains 159672 members 
Mstep: Class 28 contains 3122 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 35025 members 
Mstep: Class 31 contains 40621 members 
Mstep: Class 32 contains 22967 members 
Mstep: Class 33 contains 92152 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139114 members 
Mstep: Class 37 contains 18638 members 
Mstep: Class 38 contains 77759 members 
Mstep: Class 39 contains 55677 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16628 members 
Mstep: Class 42 contains 5648 members 
Mstep: Class 43 contains 55300 members 
Mstep: Class 44 contains 28168 members 
Mstep: Class 45 contains 5229 members 
Mstep: Class 46 contains 5064 members 
Mstep: Class 47 contains 47814 members 
Mstep: Class 48 contains 20214 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7394 members 
Mstep: Class 51 contains 100951 members 
Mstep: Class 52 contains 9844 members 
Mstep: Class 53 contains 16845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467728.000000 Penalty: 34638.300781
Iteration 415Q: 54 clusters Score -8.746773e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 85134 members 
Mstep: Class 3 contains 3510 members 
Mstep: Class 4 contains 1299 members 
Mstep: Class 5 contains 38673 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 43963 members 
Mstep: Class 8 contains 75813 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 38272 members 
Mstep: Class 11 contains 5206 members 
Mstep: Class 12 contains 60254 members 
Mstep: Class 13 contains 4661 members 
Mstep: Class 14 contains 1645 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 84817 members 
Mstep: Class 19 contains 66006 members 
Mstep: Class 20 contains 48492 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 94893 members 
Mstep: Class 23 contains 69797 members 
Mstep: Class 24 contains 8735 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 15283 members 
Mstep: Class 27 contains 159783 members 
Mstep: Class 28 contains 3128 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 34695 members 
Mstep: Class 31 contains 40632 members 
Mstep: Class 32 contains 22996 members 
Mstep: Class 33 contains 92144 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 139041 members 
Mstep: Class 37 contains 18617 members 
Mstep: Class 38 contains 77636 members 
Mstep: Class 39 contains 55499 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16622 members 
Mstep: Class 42 contains 5652 members 
Mstep: Class 43 contains 55889 members 
Mstep: Class 44 contains 27869 members 
Mstep: Class 45 contains 5228 members 
Mstep: Class 46 contains 5068 members 
Mstep: Class 47 contains 47543 members 
Mstep: Class 48 contains 20266 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7300 members 
Mstep: Class 51 contains 101124 members 
Mstep: Class 52 contains 9841 members 
Mstep: Class 53 contains 17119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467888.000000 Penalty: 34638.300781
Iteration 416Q: 54 clusters Score -8.746789e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 85121 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1302 members 
Mstep: Class 5 contains 38658 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 44215 members 
Mstep: Class 8 contains 75835 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 38019 members 
Mstep: Class 11 contains 5116 members 
Mstep: Class 12 contains 60216 members 
Mstep: Class 13 contains 4662 members 
Mstep: Class 14 contains 1642 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 85399 members 
Mstep: Class 19 contains 66011 members 
Mstep: Class 20 contains 48212 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 95043 members 
Mstep: Class 23 contains 69783 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 15292 members 
Mstep: Class 27 contains 159898 members 
Mstep: Class 28 contains 3135 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 34338 members 
Mstep: Class 31 contains 40641 members 
Mstep: Class 32 contains 23014 members 
Mstep: Class 33 contains 92132 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 138978 members 
Mstep: Class 37 contains 18598 members 
Mstep: Class 38 contains 77504 members 
Mstep: Class 39 contains 55319 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16619 members 
Mstep: Class 42 contains 5655 members 
Mstep: Class 43 contains 56533 members 
Mstep: Class 44 contains 27462 members 
Mstep: Class 45 contains 5226 members 
Mstep: Class 46 contains 5071 members 
Mstep: Class 47 contains 47198 members 
Mstep: Class 48 contains 20319 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 101257 members 
Mstep: Class 52 contains 9843 members 
Mstep: Class 53 contains 17388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467728.000000 Penalty: 34638.300781
Iteration 417Q: 54 clusters Score -8.746773e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 85111 members 
Mstep: Class 3 contains 3501 members 
Mstep: Class 4 contains 1305 members 
Mstep: Class 5 contains 38661 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 44440 members 
Mstep: Class 8 contains 75850 members 
Mstep: Class 9 contains 2583 members 
Mstep: Class 10 contains 37797 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 60170 members 
Mstep: Class 13 contains 4661 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 18 contains 85964 members 
Mstep: Class 19 contains 66004 members 
Mstep: Class 20 contains 47901 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 95196 members 
Mstep: Class 23 contains 69779 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 15299 members 
Mstep: Class 27 contains 159998 members 
Mstep: Class 28 contains 3142 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 34004 members 
Mstep: Class 31 contains 40656 members 
Mstep: Class 32 contains 23088 members 
Mstep: Class 33 contains 92128 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 138919 members 
Mstep: Class 37 contains 18576 members 
Mstep: Class 38 contains 77386 members 
Mstep: Class 39 contains 55221 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16616 members 
Mstep: Class 42 contains 5658 members 
Mstep: Class 43 contains 57106 members 
Mstep: Class 44 contains 27006 members 
Mstep: Class 45 contains 5219 members 
Mstep: Class 46 contains 5075 members 
Mstep: Class 47 contains 46828 members 
Mstep: Class 48 contains 20366 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7136 members 
Mstep: Class 51 contains 101487 members 
Mstep: Class 52 contains 9847 members 
Mstep: Class 53 contains 17648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467760.000000 Penalty: 34638.300781
Iteration 418Q: 54 clusters Score -8.746776e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 85114 members 
Mstep: Class 3 contains 3538 members 
Mstep: Class 4 contains 1307 members 
Mstep: Class 5 contains 38658 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 44719 members 
Mstep: Class 8 contains 75873 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 37588 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 60126 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 86689 members 
Mstep: Class 19 contains 66021 members 
Mstep: Class 20 contains 47642 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 95324 members 
Mstep: Class 23 contains 69789 members 
Mstep: Class 24 contains 8730 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 15297 members 
Mstep: Class 27 contains 160079 members 
Mstep: Class 28 contains 3153 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 33640 members 
Mstep: Class 31 contains 40661 members 
Mstep: Class 32 contains 23123 members 
Mstep: Class 33 contains 92114 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138880 members 
Mstep: Class 37 contains 18565 members 
Mstep: Class 38 contains 77231 members 
Mstep: Class 39 contains 54988 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16609 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 57694 members 
Mstep: Class 44 contains 26456 members 
Mstep: Class 45 contains 5218 members 
Mstep: Class 46 contains 5081 members 
Mstep: Class 47 contains 46565 members 
Mstep: Class 48 contains 20418 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7068 members 
Mstep: Class 51 contains 101568 members 
Mstep: Class 52 contains 9842 members 
Mstep: Class 53 contains 17901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467048.000000 Penalty: 34638.300781
Iteration 419Q: 54 clusters Score -8.746705e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 85124 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 38657 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 45084 members 
Mstep: Class 8 contains 75896 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 37383 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 60088 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 87257 members 
Mstep: Class 19 contains 66016 members 
Mstep: Class 20 contains 47363 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 95469 members 
Mstep: Class 23 contains 69802 members 
Mstep: Class 24 contains 8725 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 15290 members 
Mstep: Class 27 contains 160161 members 
Mstep: Class 28 contains 3165 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 33256 members 
Mstep: Class 31 contains 40672 members 
Mstep: Class 32 contains 23207 members 
Mstep: Class 33 contains 92106 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138870 members 
Mstep: Class 37 contains 18555 members 
Mstep: Class 38 contains 77084 members 
Mstep: Class 39 contains 54851 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16610 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 58233 members 
Mstep: Class 44 contains 25978 members 
Mstep: Class 45 contains 5214 members 
Mstep: Class 46 contains 5087 members 
Mstep: Class 47 contains 46287 members 
Mstep: Class 48 contains 20430 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 7016 members 
Mstep: Class 51 contains 101700 members 
Mstep: Class 52 contains 9827 members 
Mstep: Class 53 contains 18139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467248.000000 Penalty: 34638.300781
Iteration 420F: 54 clusters Score -8.746725e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 85121 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 1314 members 
Mstep: Class 5 contains 38654 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 45548 members 
Mstep: Class 8 contains 75899 members 
Mstep: Class 9 contains 2582 members 
Mstep: Class 10 contains 37166 members 
Mstep: Class 11 contains 4717 members 
Mstep: Class 12 contains 60059 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 87904 members 
Mstep: Class 19 contains 66024 members 
Mstep: Class 20 contains 47074 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 95607 members 
Mstep: Class 23 contains 69826 members 
Mstep: Class 24 contains 8721 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15296 members 
Mstep: Class 27 contains 160213 members 
Mstep: Class 28 contains 3172 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 32843 members 
Mstep: Class 31 contains 40681 members 
Mstep: Class 32 contains 23305 members 
Mstep: Class 33 contains 92103 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138840 members 
Mstep: Class 37 contains 18535 members 
Mstep: Class 38 contains 76944 members 
Mstep: Class 39 contains 54755 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16608 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 58884 members 
Mstep: Class 44 contains 25464 members 
Mstep: Class 45 contains 5214 members 
Mstep: Class 46 contains 5088 members 
Mstep: Class 47 contains 45827 members 
Mstep: Class 48 contains 20462 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6956 members 
Mstep: Class 51 contains 101742 members 
Mstep: Class 52 contains 9835 members 
Mstep: Class 53 contains 18359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467112.000000 Penalty: 34638.300781
Iteration 421Q: 54 clusters Score -8.746711e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 85125 members 
Mstep: Class 3 contains 3334 members 
Mstep: Class 4 contains 1314 members 
Mstep: Class 5 contains 38650 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 46048 members 
Mstep: Class 8 contains 75906 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 36946 members 
Mstep: Class 11 contains 4622 members 
Mstep: Class 12 contains 60029 members 
Mstep: Class 13 contains 4668 members 
Mstep: Class 14 contains 1638 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 88577 members 
Mstep: Class 19 contains 66064 members 
Mstep: Class 20 contains 46768 members 
Mstep: Class 21 contains 1709 members 
Mstep: Class 22 contains 95713 members 
Mstep: Class 23 contains 69840 members 
Mstep: Class 24 contains 8719 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 15299 members 
Mstep: Class 27 contains 160272 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 32425 members 
Mstep: Class 31 contains 40688 members 
Mstep: Class 32 contains 23334 members 
Mstep: Class 33 contains 92101 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138790 members 
Mstep: Class 37 contains 18514 members 
Mstep: Class 38 contains 76867 members 
Mstep: Class 39 contains 54644 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16607 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 59450 members 
Mstep: Class 44 contains 25020 members 
Mstep: Class 45 contains 5213 members 
Mstep: Class 46 contains 5092 members 
Mstep: Class 47 contains 45547 members 
Mstep: Class 48 contains 20493 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6926 members 
Mstep: Class 51 contains 101685 members 
Mstep: Class 52 contains 9832 members 
Mstep: Class 53 contains 18572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467120.000000 Penalty: 34638.300781
Iteration 422Q: 54 clusters Score -8.746712e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 85122 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 4 contains 1314 members 
Mstep: Class 5 contains 38662 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 46675 members 
Mstep: Class 8 contains 75926 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 36678 members 
Mstep: Class 11 contains 4504 members 
Mstep: Class 12 contains 60009 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 1639 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 89334 members 
Mstep: Class 19 contains 66096 members 
Mstep: Class 20 contains 46416 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 95866 members 
Mstep: Class 23 contains 69842 members 
Mstep: Class 24 contains 8717 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 15299 members 
Mstep: Class 27 contains 160304 members 
Mstep: Class 28 contains 3185 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 31979 members 
Mstep: Class 31 contains 40699 members 
Mstep: Class 32 contains 23456 members 
Mstep: Class 33 contains 92099 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138738 members 
Mstep: Class 37 contains 18500 members 
Mstep: Class 38 contains 76782 members 
Mstep: Class 39 contains 54563 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16602 members 
Mstep: Class 42 contains 5660 members 
Mstep: Class 43 contains 59946 members 
Mstep: Class 44 contains 24664 members 
Mstep: Class 45 contains 5210 members 
Mstep: Class 46 contains 5095 members 
Mstep: Class 47 contains 45240 members 
Mstep: Class 48 contains 20534 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6863 members 
Mstep: Class 51 contains 101350 members 
Mstep: Class 52 contains 9824 members 
Mstep: Class 53 contains 18786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467152.000000 Penalty: 34638.300781
Iteration 423Q: 54 clusters Score -8.746715e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 85112 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 38676 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 47322 members 
Mstep: Class 8 contains 75925 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 36410 members 
Mstep: Class 11 contains 4393 members 
Mstep: Class 12 contains 60002 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 90068 members 
Mstep: Class 19 contains 66124 members 
Mstep: Class 20 contains 46125 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 96096 members 
Mstep: Class 23 contains 69857 members 
Mstep: Class 24 contains 8714 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 15300 members 
Mstep: Class 27 contains 160334 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 31514 members 
Mstep: Class 31 contains 40708 members 
Mstep: Class 32 contains 23498 members 
Mstep: Class 33 contains 92107 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138714 members 
Mstep: Class 37 contains 18478 members 
Mstep: Class 38 contains 76710 members 
Mstep: Class 39 contains 54480 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16598 members 
Mstep: Class 42 contains 5657 members 
Mstep: Class 43 contains 60423 members 
Mstep: Class 44 contains 24242 members 
Mstep: Class 45 contains 5207 members 
Mstep: Class 46 contains 5103 members 
Mstep: Class 47 contains 44896 members 
Mstep: Class 48 contains 20592 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6757 members 
Mstep: Class 51 contains 101015 members 
Mstep: Class 52 contains 9831 members 
Mstep: Class 53 contains 19004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467056.000000 Penalty: 34638.300781
Iteration 424Q: 54 clusters Score -8.746706e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 85117 members 
Mstep: Class 3 contains 3292 members 
Mstep: Class 4 contains 1308 members 
Mstep: Class 5 contains 38704 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 48150 members 
Mstep: Class 8 contains 75934 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 36121 members 
Mstep: Class 11 contains 4284 members 
Mstep: Class 12 contains 59985 members 
Mstep: Class 13 contains 4667 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 90781 members 
Mstep: Class 19 contains 66142 members 
Mstep: Class 20 contains 45762 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 96273 members 
Mstep: Class 23 contains 69876 members 
Mstep: Class 24 contains 8710 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15301 members 
Mstep: Class 27 contains 160361 members 
Mstep: Class 28 contains 3203 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 31038 members 
Mstep: Class 31 contains 40714 members 
Mstep: Class 32 contains 23596 members 
Mstep: Class 33 contains 92103 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138703 members 
Mstep: Class 37 contains 18463 members 
Mstep: Class 38 contains 76696 members 
Mstep: Class 39 contains 54471 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16596 members 
Mstep: Class 42 contains 5656 members 
Mstep: Class 43 contains 60929 members 
Mstep: Class 44 contains 23808 members 
Mstep: Class 45 contains 5207 members 
Mstep: Class 46 contains 5109 members 
Mstep: Class 47 contains 44483 members 
Mstep: Class 48 contains 20602 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6713 members 
Mstep: Class 51 contains 100628 members 
Mstep: Class 52 contains 9837 members 
Mstep: Class 53 contains 19199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467008.000000 Penalty: 34638.300781
Iteration 425Q: 54 clusters Score -8.746701e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 85122 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 1309 members 
Mstep: Class 5 contains 38729 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 49006 members 
Mstep: Class 8 contains 75945 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 35835 members 
Mstep: Class 11 contains 4166 members 
Mstep: Class 12 contains 59966 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 1639 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 91360 members 
Mstep: Class 19 contains 66139 members 
Mstep: Class 20 contains 45452 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 96445 members 
Mstep: Class 23 contains 69892 members 
Mstep: Class 24 contains 8709 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15299 members 
Mstep: Class 27 contains 160377 members 
Mstep: Class 28 contains 3212 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 30524 members 
Mstep: Class 31 contains 40719 members 
Mstep: Class 32 contains 23672 members 
Mstep: Class 33 contains 92101 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138695 members 
Mstep: Class 37 contains 18449 members 
Mstep: Class 38 contains 76679 members 
Mstep: Class 39 contains 54393 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16591 members 
Mstep: Class 42 contains 5655 members 
Mstep: Class 43 contains 61392 members 
Mstep: Class 44 contains 23432 members 
Mstep: Class 45 contains 5206 members 
Mstep: Class 46 contains 5114 members 
Mstep: Class 47 contains 44135 members 
Mstep: Class 48 contains 20620 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6652 members 
Mstep: Class 51 contains 100362 members 
Mstep: Class 52 contains 9847 members 
Mstep: Class 53 contains 19394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467520.000000 Penalty: 34638.300781
Iteration 426Q: 54 clusters Score -8.746752e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 85121 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 4 contains 1312 members 
Mstep: Class 5 contains 38748 members 
Mstep: Class 6 contains 2047 members 
Mstep: Class 7 contains 49739 members 
Mstep: Class 8 contains 75949 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 35549 members 
Mstep: Class 11 contains 4059 members 
Mstep: Class 12 contains 59941 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1557 members 
Mstep: Class 18 contains 92035 members 
Mstep: Class 19 contains 66117 members 
Mstep: Class 20 contains 45126 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 96635 members 
Mstep: Class 23 contains 69892 members 
Mstep: Class 24 contains 8707 members 
Mstep: Class 25 contains 2745 members 
Mstep: Class 26 contains 15301 members 
Mstep: Class 27 contains 160421 members 
Mstep: Class 28 contains 3221 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 30013 members 
Mstep: Class 31 contains 40731 members 
Mstep: Class 32 contains 23812 members 
Mstep: Class 33 contains 92103 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138665 members 
Mstep: Class 37 contains 18436 members 
Mstep: Class 38 contains 76626 members 
Mstep: Class 39 contains 54287 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16586 members 
Mstep: Class 42 contains 5656 members 
Mstep: Class 43 contains 61818 members 
Mstep: Class 44 contains 23132 members 
Mstep: Class 45 contains 5203 members 
Mstep: Class 46 contains 5121 members 
Mstep: Class 47 contains 43846 members 
Mstep: Class 48 contains 20626 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6617 members 
Mstep: Class 51 contains 99964 members 
Mstep: Class 52 contains 9845 members 
Mstep: Class 53 contains 19599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467528.000000 Penalty: 34638.300781
Iteration 427Q: 54 clusters Score -8.746753e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 85121 members 
Mstep: Class 3 contains 3298 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 38785 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 50493 members 
Mstep: Class 8 contains 75960 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 35207 members 
Mstep: Class 11 contains 3953 members 
Mstep: Class 12 contains 59929 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 92627 members 
Mstep: Class 19 contains 66101 members 
Mstep: Class 20 contains 44764 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 96841 members 
Mstep: Class 23 contains 69894 members 
Mstep: Class 24 contains 8705 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 15303 members 
Mstep: Class 27 contains 160472 members 
Mstep: Class 28 contains 3230 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 29518 members 
Mstep: Class 31 contains 40747 members 
Mstep: Class 32 contains 23886 members 
Mstep: Class 33 contains 92102 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138640 members 
Mstep: Class 37 contains 18417 members 
Mstep: Class 38 contains 76628 members 
Mstep: Class 39 contains 54167 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16581 members 
Mstep: Class 42 contains 5656 members 
Mstep: Class 43 contains 62239 members 
Mstep: Class 44 contains 22867 members 
Mstep: Class 45 contains 5201 members 
Mstep: Class 46 contains 5128 members 
Mstep: Class 47 contains 43614 members 
Mstep: Class 48 contains 20634 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6566 members 
Mstep: Class 51 contains 99634 members 
Mstep: Class 52 contains 9846 members 
Mstep: Class 53 contains 19809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467360.000000 Penalty: 34638.300781
Iteration 428Q: 54 clusters Score -8.746736e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 85129 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 1305 members 
Mstep: Class 5 contains 38821 members 
Mstep: Class 6 contains 2045 members 
Mstep: Class 7 contains 51233 members 
Mstep: Class 8 contains 75970 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 34793 members 
Mstep: Class 11 contains 3830 members 
Mstep: Class 12 contains 59903 members 
Mstep: Class 13 contains 4662 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 93251 members 
Mstep: Class 19 contains 66079 members 
Mstep: Class 20 contains 44434 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 97112 members 
Mstep: Class 23 contains 69880 members 
Mstep: Class 24 contains 8703 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 15305 members 
Mstep: Class 27 contains 160524 members 
Mstep: Class 28 contains 3243 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 29007 members 
Mstep: Class 31 contains 40758 members 
Mstep: Class 32 contains 23987 members 
Mstep: Class 33 contains 92104 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138620 members 
Mstep: Class 37 contains 18402 members 
Mstep: Class 38 contains 76620 members 
Mstep: Class 39 contains 54088 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16570 members 
Mstep: Class 42 contains 5653 members 
Mstep: Class 43 contains 62674 members 
Mstep: Class 44 contains 22608 members 
Mstep: Class 45 contains 5199 members 
Mstep: Class 46 contains 5133 members 
Mstep: Class 47 contains 43310 members 
Mstep: Class 48 contains 20686 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6490 members 
Mstep: Class 51 contains 99278 members 
Mstep: Class 52 contains 9848 members 
Mstep: Class 53 contains 20008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467680.000000 Penalty: 34638.300781
Iteration 429Q: 54 clusters Score -8.746768e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 85125 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 1303 members 
Mstep: Class 5 contains 38864 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 51995 members 
Mstep: Class 8 contains 75971 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 34372 members 
Mstep: Class 11 contains 3717 members 
Mstep: Class 12 contains 59879 members 
Mstep: Class 13 contains 4661 members 
Mstep: Class 14 contains 1639 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 93827 members 
Mstep: Class 19 contains 66057 members 
Mstep: Class 20 contains 44090 members 
Mstep: Class 21 contains 1709 members 
Mstep: Class 22 contains 97349 members 
Mstep: Class 23 contains 69867 members 
Mstep: Class 24 contains 8701 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 15303 members 
Mstep: Class 27 contains 160582 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 28512 members 
Mstep: Class 31 contains 40763 members 
Mstep: Class 32 contains 24062 members 
Mstep: Class 33 contains 92109 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138582 members 
Mstep: Class 37 contains 18384 members 
Mstep: Class 38 contains 76581 members 
Mstep: Class 39 contains 54022 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16560 members 
Mstep: Class 42 contains 5650 members 
Mstep: Class 43 contains 63158 members 
Mstep: Class 44 contains 22350 members 
Mstep: Class 45 contains 5204 members 
Mstep: Class 46 contains 5137 members 
Mstep: Class 47 contains 42955 members 
Mstep: Class 48 contains 20693 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6474 members 
Mstep: Class 51 contains 98927 members 
Mstep: Class 52 contains 9857 members 
Mstep: Class 53 contains 20238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467600.000000 Penalty: 34638.300781
Iteration 430Q: 54 clusters Score -8.74676e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 85133 members 
Mstep: Class 3 contains 3258 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 5 contains 38889 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 52665 members 
Mstep: Class 8 contains 75968 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 33945 members 
Mstep: Class 11 contains 3587 members 
Mstep: Class 12 contains 59869 members 
Mstep: Class 13 contains 4663 members 
Mstep: Class 14 contains 1637 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 94449 members 
Mstep: Class 19 contains 66029 members 
Mstep: Class 20 contains 43745 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 97636 members 
Mstep: Class 23 contains 69874 members 
Mstep: Class 24 contains 8701 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 15306 members 
Mstep: Class 27 contains 160669 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 28010 members 
Mstep: Class 31 contains 40764 members 
Mstep: Class 32 contains 24188 members 
Mstep: Class 33 contains 92108 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138537 members 
Mstep: Class 37 contains 18365 members 
Mstep: Class 38 contains 76513 members 
Mstep: Class 39 contains 54110 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16550 members 
Mstep: Class 42 contains 5648 members 
Mstep: Class 43 contains 63623 members 
Mstep: Class 44 contains 22177 members 
Mstep: Class 45 contains 5206 members 
Mstep: Class 46 contains 5141 members 
Mstep: Class 47 contains 42547 members 
Mstep: Class 48 contains 20734 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6421 members 
Mstep: Class 51 contains 98617 members 
Mstep: Class 52 contains 9867 members 
Mstep: Class 53 contains 20464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467920.000000 Penalty: 34638.300781
Iteration 431Q: 54 clusters Score -8.746792e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 85160 members 
Mstep: Class 3 contains 3284 members 
Mstep: Class 4 contains 1297 members 
Mstep: Class 5 contains 38899 members 
Mstep: Class 6 contains 2046 members 
Mstep: Class 7 contains 53270 members 
Mstep: Class 8 contains 75956 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 33544 members 
Mstep: Class 11 contains 3464 members 
Mstep: Class 12 contains 59837 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 14 contains 1638 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 95119 members 
Mstep: Class 19 contains 66015 members 
Mstep: Class 20 contains 43376 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 97934 members 
Mstep: Class 23 contains 69884 members 
Mstep: Class 24 contains 8701 members 
Mstep: Class 25 contains 2752 members 
Mstep: Class 26 contains 15308 members 
Mstep: Class 27 contains 160744 members 
Mstep: Class 28 contains 3279 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 27530 members 
Mstep: Class 31 contains 40766 members 
Mstep: Class 32 contains 24387 members 
Mstep: Class 33 contains 92113 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138485 members 
Mstep: Class 37 contains 18359 members 
Mstep: Class 38 contains 76424 members 
Mstep: Class 39 contains 54140 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16541 members 
Mstep: Class 42 contains 5645 members 
Mstep: Class 43 contains 63961 members 
Mstep: Class 44 contains 21951 members 
Mstep: Class 45 contains 5206 members 
Mstep: Class 46 contains 5141 members 
Mstep: Class 47 contains 42246 members 
Mstep: Class 48 contains 20772 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6383 members 
Mstep: Class 51 contains 98228 members 
Mstep: Class 52 contains 9864 members 
Mstep: Class 53 contains 20665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467728.000000 Penalty: 34638.300781
Iteration 432Q: 54 clusters Score -8.746773e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 85190 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 1295 members 
Mstep: Class 5 contains 38903 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 53885 members 
Mstep: Class 8 contains 75958 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 33159 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 59793 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 1642 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1561 members 
Mstep: Class 18 contains 95718 members 
Mstep: Class 19 contains 65988 members 
Mstep: Class 20 contains 43035 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 98215 members 
Mstep: Class 23 contains 69896 members 
Mstep: Class 24 contains 8700 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 15314 members 
Mstep: Class 27 contains 160815 members 
Mstep: Class 28 contains 3299 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 27052 members 
Mstep: Class 31 contains 40767 members 
Mstep: Class 32 contains 24570 members 
Mstep: Class 33 contains 92120 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138445 members 
Mstep: Class 37 contains 18350 members 
Mstep: Class 38 contains 76362 members 
Mstep: Class 39 contains 54143 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16539 members 
Mstep: Class 42 contains 5644 members 
Mstep: Class 43 contains 64274 members 
Mstep: Class 44 contains 21734 members 
Mstep: Class 45 contains 5207 members 
Mstep: Class 46 contains 5141 members 
Mstep: Class 47 contains 41945 members 
Mstep: Class 48 contains 20803 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6370 members 
Mstep: Class 51 contains 97838 members 
Mstep: Class 52 contains 9857 members 
Mstep: Class 53 contains 20859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467752.000000 Penalty: 34638.300781
Iteration 433Q: 54 clusters Score -8.746775e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 85209 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 1291 members 
Mstep: Class 5 contains 38917 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 54664 members 
Mstep: Class 8 contains 75958 members 
Mstep: Class 9 contains 2580 members 
Mstep: Class 10 contains 32722 members 
Mstep: Class 11 contains 3237 members 
Mstep: Class 12 contains 59740 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 1642 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 96162 members 
Mstep: Class 19 contains 65963 members 
Mstep: Class 20 contains 42767 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 98500 members 
Mstep: Class 23 contains 69888 members 
Mstep: Class 24 contains 8696 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 15317 members 
Mstep: Class 27 contains 160911 members 
Mstep: Class 28 contains 3315 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 26533 members 
Mstep: Class 31 contains 40775 members 
Mstep: Class 32 contains 24651 members 
Mstep: Class 33 contains 92141 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 138398 members 
Mstep: Class 37 contains 18337 members 
Mstep: Class 38 contains 76299 members 
Mstep: Class 39 contains 54142 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16532 members 
Mstep: Class 42 contains 5645 members 
Mstep: Class 43 contains 64711 members 
Mstep: Class 44 contains 21474 members 
Mstep: Class 45 contains 5206 members 
Mstep: Class 46 contains 5143 members 
Mstep: Class 47 contains 41518 members 
Mstep: Class 48 contains 20825 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6356 members 
Mstep: Class 51 contains 97562 members 
Mstep: Class 52 contains 9846 members 
Mstep: Class 53 contains 21057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467984.000000 Penalty: 34638.300781
Iteration 434Q: 54 clusters Score -8.746798e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 85218 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 38939 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 55382 members 
Mstep: Class 8 contains 75946 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 32279 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 59686 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 96661 members 
Mstep: Class 19 contains 65954 members 
Mstep: Class 20 contains 42393 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 98740 members 
Mstep: Class 23 contains 69894 members 
Mstep: Class 24 contains 8692 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 15322 members 
Mstep: Class 27 contains 160984 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 26100 members 
Mstep: Class 31 contains 40790 members 
Mstep: Class 32 contains 24818 members 
Mstep: Class 33 contains 92161 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2097 members 
Mstep: Class 36 contains 138370 members 
Mstep: Class 37 contains 18325 members 
Mstep: Class 38 contains 76277 members 
Mstep: Class 39 contains 54206 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16525 members 
Mstep: Class 42 contains 5648 members 
Mstep: Class 43 contains 65111 members 
Mstep: Class 44 contains 21383 members 
Mstep: Class 45 contains 5206 members 
Mstep: Class 46 contains 5147 members 
Mstep: Class 47 contains 41058 members 
Mstep: Class 48 contains 20854 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6333 members 
Mstep: Class 51 contains 97201 members 
Mstep: Class 52 contains 9820 members 
Mstep: Class 53 contains 21260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87468024.000000 Penalty: 34638.300781
Iteration 435Q: 54 clusters Score -8.746802e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 85214 members 
Mstep: Class 3 contains 3541 members 
Mstep: Class 4 contains 1287 members 
Mstep: Class 5 contains 38964 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 56207 members 
Mstep: Class 8 contains 75931 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 31889 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 59658 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 1641 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 97110 members 
Mstep: Class 19 contains 65939 members 
Mstep: Class 20 contains 42104 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 98961 members 
Mstep: Class 23 contains 69893 members 
Mstep: Class 24 contains 8691 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 15330 members 
Mstep: Class 27 contains 161034 members 
Mstep: Class 28 contains 3339 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 25615 members 
Mstep: Class 31 contains 40798 members 
Mstep: Class 32 contains 24957 members 
Mstep: Class 33 contains 92183 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2096 members 
Mstep: Class 36 contains 138348 members 
Mstep: Class 37 contains 18310 members 
Mstep: Class 38 contains 76202 members 
Mstep: Class 39 contains 54252 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16517 members 
Mstep: Class 42 contains 5650 members 
Mstep: Class 43 contains 65364 members 
Mstep: Class 44 contains 21284 members 
Mstep: Class 45 contains 5205 members 
Mstep: Class 46 contains 5149 members 
Mstep: Class 47 contains 40747 members 
Mstep: Class 48 contains 20881 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6309 members 
Mstep: Class 51 contains 96819 members 
Mstep: Class 52 contains 9808 members 
Mstep: Class 53 contains 21486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467856.000000 Penalty: 34638.300781
Iteration 436Q: 54 clusters Score -8.746786e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 85203 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 38983 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 56997 members 
Mstep: Class 8 contains 75912 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 31547 members 
Mstep: Class 11 contains 2823 members 
Mstep: Class 12 contains 59635 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 1639 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1559 members 
Mstep: Class 18 contains 97574 members 
Mstep: Class 19 contains 65922 members 
Mstep: Class 20 contains 41780 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 99160 members 
Mstep: Class 23 contains 69897 members 
Mstep: Class 24 contains 8687 members 
Mstep: Class 25 contains 2738 members 
Mstep: Class 26 contains 15338 members 
Mstep: Class 27 contains 161079 members 
Mstep: Class 28 contains 3346 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 25111 members 
Mstep: Class 31 contains 40811 members 
Mstep: Class 32 contains 25096 members 
Mstep: Class 33 contains 92203 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 138322 members 
Mstep: Class 37 contains 18293 members 
Mstep: Class 38 contains 76150 members 
Mstep: Class 39 contains 54387 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16510 members 
Mstep: Class 42 contains 5654 members 
Mstep: Class 43 contains 65663 members 
Mstep: Class 44 contains 21216 members 
Mstep: Class 45 contains 5202 members 
Mstep: Class 46 contains 5152 members 
Mstep: Class 47 contains 40359 members 
Mstep: Class 48 contains 20882 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6336 members 
Mstep: Class 51 contains 96430 members 
Mstep: Class 52 contains 9801 members 
Mstep: Class 53 contains 21720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467808.000000 Penalty: 34638.300781
Iteration 437Q: 54 clusters Score -8.746781e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 85191 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1285 members 
Mstep: Class 5 contains 39014 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 57800 members 
Mstep: Class 8 contains 75884 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 31174 members 
Mstep: Class 11 contains 2704 members 
Mstep: Class 12 contains 59600 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 1637 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1557 members 
Mstep: Class 18 contains 98091 members 
Mstep: Class 19 contains 65917 members 
Mstep: Class 20 contains 41582 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 99349 members 
Mstep: Class 23 contains 69906 members 
Mstep: Class 24 contains 8681 members 
Mstep: Class 25 contains 2738 members 
Mstep: Class 26 contains 15337 members 
Mstep: Class 27 contains 161113 members 
Mstep: Class 28 contains 3349 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 24638 members 
Mstep: Class 31 contains 40813 members 
Mstep: Class 32 contains 25193 members 
Mstep: Class 33 contains 92220 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 138313 members 
Mstep: Class 37 contains 18271 members 
Mstep: Class 38 contains 76034 members 
Mstep: Class 39 contains 54474 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16496 members 
Mstep: Class 42 contains 5659 members 
Mstep: Class 43 contains 65900 members 
Mstep: Class 44 contains 21078 members 
Mstep: Class 45 contains 5205 members 
Mstep: Class 46 contains 5152 members 
Mstep: Class 47 contains 40039 members 
Mstep: Class 48 contains 20887 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6348 members 
Mstep: Class 51 contains 95972 members 
Mstep: Class 52 contains 9810 members 
Mstep: Class 53 contains 21949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87467600.000000 Penalty: 34638.300781
Iteration 438Q: 54 clusters Score -8.74676e+07 nChanged 3249
Entering ConstructFrom: 
Score: -87467600.000000 Penalty: 34638.300781
Entering ConstructFrom: 
Trying to split cluster 1 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -142772.125000 Penalty: 358.231384
	Iteration 0F: 2 clusters Score -142772.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -140942.140625 Penalty: 716.462769
	Iteration 0F: 3 clusters Score -140942.1 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -141563.140625 Penalty: 716.462769
	Iteration 1F: 3 clusters Score -141563.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -141647.078125 Penalty: 716.462769
	Iteration 2F: 3 clusters Score -141647.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -141716.625000 Penalty: 716.462769
	Iteration 3Q: 3 clusters Score -141716.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -141792.406250 Penalty: 716.462769
	Iteration 4F: 3 clusters Score -141792.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -141882.671875 Penalty: 716.462769
	Iteration 5Q: 3 clusters Score -141882.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -141989.187500 Penalty: 716.462769
	Iteration 6Q: 3 clusters Score -141989.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -142095.562500 Penalty: 716.462769
	Iteration 7Q: 3 clusters Score -142095.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -142159.703125 Penalty: 716.462769
	Iteration 8Q: 3 clusters Score -142159.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -142186.000000 Penalty: 716.462769
	Iteration 9Q: 3 clusters Score -142186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -142205.500000 Penalty: 716.462769
	Iteration 10Q: 3 clusters Score -142205.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -142217.625000 Penalty: 716.462769
	Iteration 11Q: 3 clusters Score -142217.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -142225.625000 Penalty: 716.462769
	Iteration 12Q: 3 clusters Score -142225.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -142231.984375 Penalty: 716.462769
	Iteration 13Q: 3 clusters Score -142232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -142235.234375 Penalty: 716.462769
	Iteration 14Q: 3 clusters Score -142235.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -142240.000000 Penalty: 716.462769
	Iteration 15Q: 3 clusters Score -142240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -142245.296875 Penalty: 716.462769
	Iteration 16Q: 3 clusters Score -142245.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -142252.062500 Penalty: 716.462769
	Iteration 17Q: 3 clusters Score -142252.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -142255.921875 Penalty: 716.462769
	Iteration 18Q: 3 clusters Score -142255.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -142260.078125 Penalty: 716.462769
	Iteration 19Q: 3 clusters Score -142260.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -142264.218750 Penalty: 716.462769
	Iteration 20F: 3 clusters Score -142264.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -142267.578125 Penalty: 716.462769
	Iteration 21Q: 3 clusters Score -142267.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -142270.515625 Penalty: 716.462769
	Iteration 22Q: 3 clusters Score -142270.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -142273.593750 Penalty: 716.462769
	Iteration 23Q: 3 clusters Score -142273.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -142278.468750 Penalty: 716.462769
	Iteration 24Q: 3 clusters Score -142278.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -142287.312500 Penalty: 716.462769
	Iteration 25Q: 3 clusters Score -142287.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -142292.750000 Penalty: 716.462769
	Iteration 26Q: 3 clusters Score -142292.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -142296.109375 Penalty: 716.462769
	Iteration 27Q: 3 clusters Score -142296.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -142300.140625 Penalty: 716.462769
	Iteration 28Q: 3 clusters Score -142300.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -142305.625000 Penalty: 716.462769
	Iteration 29Q: 3 clusters Score -142305.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -142313.671875 Penalty: 716.462769
	Iteration 30Q: 3 clusters Score -142313.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -142319.187500 Penalty: 716.462769
	Iteration 31Q: 3 clusters Score -142319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -142325.718750 Penalty: 716.462769
	Iteration 32Q: 3 clusters Score -142325.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -142333.671875 Penalty: 716.462769
	Iteration 33Q: 3 clusters Score -142333.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -142338.218750 Penalty: 716.462769
	Iteration 34Q: 3 clusters Score -142338.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -142344.046875 Penalty: 716.462769
	Iteration 35Q: 3 clusters Score -142344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -142348.031250 Penalty: 716.462769
	Iteration 36Q: 3 clusters Score -142348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -142349.875000 Penalty: 716.462769
	Iteration 37Q: 3 clusters Score -142349.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -142352.875000 Penalty: 716.462769
	Iteration 38Q: 3 clusters Score -142352.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -142355.578125 Penalty: 716.462769
	Iteration 39Q: 3 clusters Score -142355.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -142356.609375 Penalty: 716.462769
	Iteration 40F: 3 clusters Score -142356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Entering Unmasked Estep 
Score: -4498463.000000 Penalty: 516.539734
	Iteration 0F: 2 clusters Score -4498463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -4440958.000000 Penalty: 1033.079468
	Iteration 0F: 3 clusters Score -4440958 nChanged 41652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -4469075.500000 Penalty: 1033.079468
	Iteration 1F: 3 clusters Score -4469076 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -4472966.500000 Penalty: 1033.079468
	Iteration 2F: 3 clusters Score -4472966 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4478717.000000 Penalty: 1033.079468
	Iteration 3F: 3 clusters Score -4478717 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70045 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -4485212.500000 Penalty: 1033.079468
	Iteration 4F: 3 clusters Score -4485212 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75238 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -4490499.500000 Penalty: 1033.079468
	Iteration 5F: 3 clusters Score -4490500 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -4493585.500000 Penalty: 1033.079468
	Iteration 6Q: 3 clusters Score -4493586 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4495249.000000 Penalty: 1033.079468
	Iteration 7Q: 3 clusters Score -4495249 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4496203.000000 Penalty: 1033.079468
	Iteration 8Q: 3 clusters Score -4496203 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4496766.000000 Penalty: 1033.079468
	Iteration 9Q: 3 clusters Score -4496766 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4497121.500000 Penalty: 1033.079468
	Iteration 10Q: 3 clusters Score -4497122 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4497345.500000 Penalty: 1033.079468
	Iteration 11Q: 3 clusters Score -4497346 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4497527.000000 Penalty: 1033.079468
	Iteration 12Q: 3 clusters Score -4497527 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4497665.000000 Penalty: 1033.079468
	Iteration 13Q: 3 clusters Score -4497665 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4497749.500000 Penalty: 1033.079468
	Iteration 14Q: 3 clusters Score -4497750 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4497849.000000 Penalty: 1033.079468
	Iteration 15Q: 3 clusters Score -4497849 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4497913.000000 Penalty: 1033.079468
	Iteration 16Q: 3 clusters Score -4497913 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4497968.000000 Penalty: 1033.079468
	Iteration 17Q: 3 clusters Score -4497968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4498021.500000 Penalty: 1033.079468
	Iteration 18Q: 3 clusters Score -4498022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4498054.000000 Penalty: 1033.079468
	Iteration 19Q: 3 clusters Score -4498054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4498092.000000 Penalty: 1033.079468
	Iteration 20F: 3 clusters Score -4498092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84807 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4498119.000000 Penalty: 1033.079468
	Iteration 21Q: 3 clusters Score -4498119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4498146.000000 Penalty: 1033.079468
	Iteration 22Q: 3 clusters Score -4498146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4498162.000000 Penalty: 1033.079468
	Iteration 23Q: 3 clusters Score -4498162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4498178.000000 Penalty: 1033.079468
	Iteration 24Q: 3 clusters Score -4498178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4498182.000000 Penalty: 1033.079468
	Iteration 25Q: 3 clusters Score -4498182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4498193.500000 Penalty: 1033.079468
	Iteration 26Q: 3 clusters Score -4498194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84859 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4498194.000000 Penalty: 1033.079468
	Iteration 27Q: 3 clusters Score -4498194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4498202.000000 Penalty: 1033.079468
	Iteration 28Q: 3 clusters Score -4498202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4498205.000000 Penalty: 1033.079468
	Iteration 29Q: 3 clusters Score -4498205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4498208.500000 Penalty: 1033.079468
	Iteration 30Q: 3 clusters Score -4498208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4498214.000000 Penalty: 1033.079468
	Iteration 31Q: 3 clusters Score -4498214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4498213.000000 Penalty: 1033.079468
	Iteration 32Q: 3 clusters Score -4498213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4498220.500000 Penalty: 1033.079468
	Iteration 33Q: 3 clusters Score -4498220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4498226.500000 Penalty: 1033.079468
	Iteration 34Q: 3 clusters Score -4498226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4498230.000000 Penalty: 1033.079468
	Iteration 35Q: 3 clusters Score -4498230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4498225.000000 Penalty: 1033.079468
	Iteration 36Q: 3 clusters Score -4498225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4498227.000000 Penalty: 1033.079468
	Iteration 37Q: 3 clusters Score -4498227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4498228.000000 Penalty: 1033.079468
	Iteration 38Q: 3 clusters Score -4498228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84826 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4498230.500000 Penalty: 1033.079468
	Iteration 39Q: 3 clusters Score -4498230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4498230.000000 Penalty: 1033.079468
	Iteration 40F: 3 clusters Score -4498230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84817 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4498229.000000 Penalty: 1033.079468
	Iteration 41Q: 3 clusters Score -4498229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4498231.500000 Penalty: 1033.079468
	Iteration 42Q: 3 clusters Score -4498232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4498236.000000 Penalty: 1033.079468
	Iteration 43Q: 3 clusters Score -4498236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4498239.500000 Penalty: 1033.079468
	Iteration 44Q: 3 clusters Score -4498240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84801 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4498238.500000 Penalty: 1033.079468
	Iteration 45Q: 3 clusters Score -4498238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4498243.000000 Penalty: 1033.079468
	Iteration 46Q: 3 clusters Score -4498243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4498241.000000 Penalty: 1033.079468
	Iteration 47Q: 3 clusters Score -4498241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84785 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4498241.500000 Penalty: 1033.079468
	Iteration 48Q: 3 clusters Score -4498242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4498245.000000 Penalty: 1033.079468
	Iteration 49Q: 3 clusters Score -4498245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84781 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4498246.000000 Penalty: 1033.079468
	Iteration 50Q: 3 clusters Score -4498246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84781 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4498246.000000 Penalty: 1033.079468
	Iteration 51F: 3 clusters Score -4498246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -208036.781250 Penalty: 372.242828
	Iteration 0F: 2 clusters Score -208036.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -205598.609375 Penalty: 744.485657
	Iteration 0F: 3 clusters Score -205598.6 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -206381.375000 Penalty: 744.485657
	Iteration 1F: 3 clusters Score -206381.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -206450.890625 Penalty: 744.485657
	Iteration 2F: 3 clusters Score -206450.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -206507.687500 Penalty: 744.485657
	Iteration 3Q: 3 clusters Score -206507.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -206567.156250 Penalty: 744.485657
	Iteration 4Q: 3 clusters Score -206567.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -206624.187500 Penalty: 744.485657
	Iteration 5Q: 3 clusters Score -206624.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -206682.906250 Penalty: 744.485657
	Iteration 6Q: 3 clusters Score -206682.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -206775.140625 Penalty: 744.485657
	Iteration 7F: 3 clusters Score -206775.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -206892.765625 Penalty: 744.485657
	Iteration 8Q: 3 clusters Score -206892.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -207022.234375 Penalty: 744.485657
	Iteration 9F: 3 clusters Score -207022.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -207171.906250 Penalty: 744.485657
	Iteration 10F: 3 clusters Score -207171.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -207317.875000 Penalty: 744.485657
	Iteration 11F: 3 clusters Score -207317.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -207443.406250 Penalty: 744.485657
	Iteration 12Q: 3 clusters Score -207443.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -207510.468750 Penalty: 744.485657
	Iteration 13Q: 3 clusters Score -207510.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -207591.343750 Penalty: 744.485657
	Iteration 14Q: 3 clusters Score -207591.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -207627.468750 Penalty: 744.485657
	Iteration 15Q: 3 clusters Score -207627.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -207652.140625 Penalty: 744.485657
	Iteration 16Q: 3 clusters Score -207652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -207675.750000 Penalty: 744.485657
	Iteration 17Q: 3 clusters Score -207675.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -207684.250000 Penalty: 744.485657
	Iteration 18Q: 3 clusters Score -207684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -207694.671875 Penalty: 744.485657
	Iteration 19Q: 3 clusters Score -207694.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -207703.750000 Penalty: 744.485657
	Iteration 20F: 3 clusters Score -207703.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -76330.414062 Penalty: 325.747772
	Iteration 0F: 2 clusters Score -76330.41 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 654 members 
Entering Unmasked Estep 
Score: -75323.750000 Penalty: 651.495544
	Iteration 0F: 3 clusters Score -75323.75 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -75612.242188 Penalty: 651.495544
	Iteration 1F: 3 clusters Score -75612.24 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -75653.742188 Penalty: 651.495544
	Iteration 2F: 3 clusters Score -75653.74 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -75680.406250 Penalty: 651.495544
	Iteration 3Q: 3 clusters Score -75680.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -75697.257812 Penalty: 651.495544
	Iteration 4Q: 3 clusters Score -75697.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -75711.523438 Penalty: 651.495544
	Iteration 5Q: 3 clusters Score -75711.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -75731.335938 Penalty: 651.495544
	Iteration 6Q: 3 clusters Score -75731.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -75744.171875 Penalty: 651.495544
	Iteration 7Q: 3 clusters Score -75744.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -75753.765625 Penalty: 651.495544
	Iteration 8Q: 3 clusters Score -75753.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -75765.125000 Penalty: 651.495544
	Iteration 9Q: 3 clusters Score -75765.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75784.085938 Penalty: 651.495544
	Iteration 10Q: 3 clusters Score -75784.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -75802.492188 Penalty: 651.495544
	Iteration 11Q: 3 clusters Score -75802.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -75815.039062 Penalty: 651.495544
	Iteration 12Q: 3 clusters Score -75815.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -75821.593750 Penalty: 651.495544
	Iteration 13Q: 3 clusters Score -75821.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -75823.984375 Penalty: 651.495544
	Iteration 14Q: 3 clusters Score -75823.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -75826.609375 Penalty: 651.495544
	Iteration 15Q: 3 clusters Score -75826.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -75832.687500 Penalty: 651.495544
	Iteration 16Q: 3 clusters Score -75832.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -75841.304688 Penalty: 651.495544
	Iteration 17Q: 3 clusters Score -75841.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -75848.078125 Penalty: 651.495544
	Iteration 18Q: 3 clusters Score -75848.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -75856.007812 Penalty: 651.495544
	Iteration 19Q: 3 clusters Score -75856.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -75863.093750 Penalty: 651.495544
	Iteration 20F: 3 clusters Score -75863.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -75871.734375 Penalty: 651.495544
	Iteration 21Q: 3 clusters Score -75871.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -75881.132812 Penalty: 651.495544
	Iteration 22Q: 3 clusters Score -75881.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -75892.187500 Penalty: 651.495544
	Iteration 23Q: 3 clusters Score -75892.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -75899.851562 Penalty: 651.495544
	Iteration 24Q: 3 clusters Score -75899.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -75904.218750 Penalty: 651.495544
	Iteration 25Q: 3 clusters Score -75904.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -75910.296875 Penalty: 651.495544
	Iteration 26Q: 3 clusters Score -75910.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -75916.875000 Penalty: 651.495544
	Iteration 27Q: 3 clusters Score -75916.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -75927.867188 Penalty: 651.495544
	Iteration 28Q: 3 clusters Score -75927.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -75944.554688 Penalty: 651.495544
	Iteration 29Q: 3 clusters Score -75944.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -75954.070312 Penalty: 651.495544
	Iteration 30Q: 3 clusters Score -75954.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -75962.882812 Penalty: 651.495544
	Iteration 31Q: 3 clusters Score -75962.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -75966.468750 Penalty: 651.495544
	Iteration 32Q: 3 clusters Score -75966.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -75968.867188 Penalty: 651.495544
	Iteration 33Q: 3 clusters Score -75968.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -75972.718750 Penalty: 651.495544
	Iteration 34Q: 3 clusters Score -75972.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -75973.906250 Penalty: 651.495544
	Iteration 35Q: 3 clusters Score -75973.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -75974.242188 Penalty: 651.495544
	Iteration 36Q: 3 clusters Score -75974.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -75974.242188 Penalty: 651.495544
	Iteration 37F: 3 clusters Score -75974.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Entering Unmasked Estep 
Score: -2130430.750000 Penalty: 481.036926
	Iteration 0F: 2 clusters Score -2130431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2104183.000000 Penalty: 962.073853
	Iteration 0F: 3 clusters Score -2104183 nChanged 18981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2115903.250000 Penalty: 962.073853
	Iteration 1F: 3 clusters Score -2115903 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2116497.750000 Penalty: 962.073853
	Iteration 2Q: 3 clusters Score -2116498 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2117379.500000 Penalty: 962.073853
	Iteration 3Q: 3 clusters Score -2117380 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2118750.000000 Penalty: 962.073853
	Iteration 4F: 3 clusters Score -2118750 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2120679.750000 Penalty: 962.073853
	Iteration 5F: 3 clusters Score -2120680 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2122795.750000 Penalty: 962.073853
	Iteration 6F: 3 clusters Score -2122796 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2124975.500000 Penalty: 962.073853
	Iteration 7F: 3 clusters Score -2124976 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2126745.500000 Penalty: 962.073853
	Iteration 8Q: 3 clusters Score -2126746 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2127892.500000 Penalty: 962.073853
	Iteration 9Q: 3 clusters Score -2127892 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2128655.500000 Penalty: 962.073853
	Iteration 10Q: 3 clusters Score -2128656 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2129187.000000 Penalty: 962.073853
	Iteration 11Q: 3 clusters Score -2129187 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2129538.000000 Penalty: 962.073853
	Iteration 12Q: 3 clusters Score -2129538 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2129754.500000 Penalty: 962.073853
	Iteration 13Q: 3 clusters Score -2129754 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2129889.250000 Penalty: 962.073853
	Iteration 14Q: 3 clusters Score -2129889 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2129952.750000 Penalty: 962.073853
	Iteration 15Q: 3 clusters Score -2129953 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2129987.500000 Penalty: 962.073853
	Iteration 16Q: 3 clusters Score -2129988 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2130026.500000 Penalty: 962.073853
	Iteration 17Q: 3 clusters Score -2130026 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2130037.500000 Penalty: 962.073853
	Iteration 18Q: 3 clusters Score -2130038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2130055.000000 Penalty: 962.073853
	Iteration 19Q: 3 clusters Score -2130055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2130105.000000 Penalty: 962.073853
	Iteration 20F: 3 clusters Score -2130105 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2130127.250000 Penalty: 962.073853
	Iteration 21Q: 3 clusters Score -2130127 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2130132.500000 Penalty: 962.073853
	Iteration 22Q: 3 clusters Score -2130132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2130142.500000 Penalty: 962.073853
	Iteration 23Q: 3 clusters Score -2130142 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2130147.000000 Penalty: 962.073853
	Iteration 24Q: 3 clusters Score -2130147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2130145.750000 Penalty: 962.073853
	Iteration 25Q: 3 clusters Score -2130146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2130145.250000 Penalty: 962.073853
	Iteration 26Q: 3 clusters Score -2130145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2130151.250000 Penalty: 962.073853
	Iteration 27Q: 3 clusters Score -2130151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2130154.750000 Penalty: 962.073853
	Iteration 28Q: 3 clusters Score -2130155 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2130158.750000 Penalty: 962.073853
	Iteration 29Q: 3 clusters Score -2130159 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2130158.000000 Penalty: 962.073853
	Iteration 30Q: 3 clusters Score -2130158 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2130158.750000 Penalty: 962.073853
	Iteration 31Q: 3 clusters Score -2130159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2130164.750000 Penalty: 962.073853
	Iteration 32Q: 3 clusters Score -2130165 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2130173.250000 Penalty: 962.073853
	Iteration 33Q: 3 clusters Score -2130173 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2130181.250000 Penalty: 962.073853
	Iteration 34Q: 3 clusters Score -2130181 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2130181.750000 Penalty: 962.073853
	Iteration 35Q: 3 clusters Score -2130182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2130193.000000 Penalty: 962.073853
	Iteration 36Q: 3 clusters Score -2130193 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2130204.750000 Penalty: 962.073853
	Iteration 37Q: 3 clusters Score -2130205 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2130206.500000 Penalty: 962.073853
	Iteration 38Q: 3 clusters Score -2130206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2130215.000000 Penalty: 962.073853
	Iteration 39Q: 3 clusters Score -2130215 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2130215.000000 Penalty: 962.073853
	Iteration 40F: 3 clusters Score -2130215 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2130212.750000 Penalty: 962.073853
	Iteration 41Q: 3 clusters Score -2130213 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2130214.750000 Penalty: 962.073853
	Iteration 42Q: 3 clusters Score -2130215 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2130219.250000 Penalty: 962.073853
	Iteration 43Q: 3 clusters Score -2130219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2130216.500000 Penalty: 962.073853
	Iteration 44Q: 3 clusters Score -2130216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2130217.500000 Penalty: 962.073853
	Iteration 45Q: 3 clusters Score -2130218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2130214.000000 Penalty: 962.073853
	Iteration 46Q: 3 clusters Score -2130214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2130219.500000 Penalty: 962.073853
	Iteration 47Q: 3 clusters Score -2130220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2130215.250000 Penalty: 962.073853
	Iteration 48Q: 3 clusters Score -2130215 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2130214.000000 Penalty: 962.073853
	Iteration 49Q: 3 clusters Score -2130214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2130214.250000 Penalty: 962.073853
	Iteration 50Q: 3 clusters Score -2130214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2130212.000000 Penalty: 962.073853
	Iteration 51Q: 3 clusters Score -2130212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2130214.500000 Penalty: 962.073853
	Iteration 52Q: 3 clusters Score -2130214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2130215.250000 Penalty: 962.073853
	Iteration 53Q: 3 clusters Score -2130215 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2130216.000000 Penalty: 962.073853
	Iteration 54Q: 3 clusters Score -2130216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2130217.500000 Penalty: 962.073853
	Iteration 55Q: 3 clusters Score -2130218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2130217.500000 Penalty: 962.073853
	Iteration 56Q: 3 clusters Score -2130218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2130224.750000 Penalty: 962.073853
	Iteration 57Q: 3 clusters Score -2130225 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2130225.000000 Penalty: 962.073853
	Iteration 58Q: 3 clusters Score -2130225 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2130224.250000 Penalty: 962.073853
	Iteration 59Q: 3 clusters Score -2130224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2130230.250000 Penalty: 962.073853
	Iteration 60F: 3 clusters Score -2130230 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2130239.750000 Penalty: 962.073853
	Iteration 61Q: 3 clusters Score -2130240 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2130240.250000 Penalty: 962.073853
	Iteration 62Q: 3 clusters Score -2130240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2130249.250000 Penalty: 962.073853
	Iteration 63Q: 3 clusters Score -2130249 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2130254.500000 Penalty: 962.073853
	Iteration 64Q: 3 clusters Score -2130254 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2130253.250000 Penalty: 962.073853
	Iteration 65Q: 3 clusters Score -2130253 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2130262.000000 Penalty: 962.073853
	Iteration 66Q: 3 clusters Score -2130262 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2130274.250000 Penalty: 962.073853
	Iteration 67Q: 3 clusters Score -2130274 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2130266.250000 Penalty: 962.073853
	Iteration 68Q: 3 clusters Score -2130266 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2130267.750000 Penalty: 962.073853
	Iteration 69Q: 3 clusters Score -2130268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2130263.750000 Penalty: 962.073853
	Iteration 70Q: 3 clusters Score -2130264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2130272.500000 Penalty: 962.073853
	Iteration 71Q: 3 clusters Score -2130272 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2130279.250000 Penalty: 962.073853
	Iteration 72Q: 3 clusters Score -2130279 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2130279.500000 Penalty: 962.073853
	Iteration 73Q: 3 clusters Score -2130280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2130282.250000 Penalty: 962.073853
	Iteration 74Q: 3 clusters Score -2130282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2130282.750000 Penalty: 962.073853
	Iteration 75Q: 3 clusters Score -2130283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2130282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2130278.500000 Penalty: 962.073853
	Iteration 77Q: 3 clusters Score -2130278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2130282.000000 Penalty: 962.073853
	Iteration 78Q: 3 clusters Score -2130282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2130283.000000 Penalty: 962.073853
	Iteration 79Q: 3 clusters Score -2130283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2130286.250000 Penalty: 962.073853
	Iteration 80F: 3 clusters Score -2130286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2130288.000000 Penalty: 962.073853
	Iteration 81Q: 3 clusters Score -2130288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2130287.750000 Penalty: 962.073853
	Iteration 82Q: 3 clusters Score -2130288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2130288.750000 Penalty: 962.073853
	Iteration 83Q: 3 clusters Score -2130289 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2130283.750000 Penalty: 962.073853
	Iteration 84Q: 3 clusters Score -2130284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2130281.250000 Penalty: 962.073853
	Iteration 85Q: 3 clusters Score -2130281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2130280.500000 Penalty: 962.073853
	Iteration 86Q: 3 clusters Score -2130280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2130283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2130284.000000 Penalty: 962.073853
	Iteration 88Q: 3 clusters Score -2130284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2130279.250000 Penalty: 962.073853
	Iteration 89Q: 3 clusters Score -2130279 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2130279.750000 Penalty: 962.073853
	Iteration 90Q: 3 clusters Score -2130280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2130285 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2130285 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2130277.250000 Penalty: 962.073853
	Iteration 93Q: 3 clusters Score -2130277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2130280 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2130284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2130286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2130286 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2130290.250000 Penalty: 962.073853
	Iteration 98Q: 3 clusters Score -2130290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2130287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2130288.000000 Penalty: 962.073853
	Iteration 100F: 3 clusters Score -2130288 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2130282.000000 Penalty: 962.073853
	Iteration 101Q: 3 clusters Score -2130282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2130283 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2130284 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21622 members 
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Entering Unmasked Estep 
Score: -2130281.250000 Penalty: 962.073853
	Iteration 104Q: 3 clusters Score -2130281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2130287 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2130285 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2130289.250000 Penalty: 962.073853
	Iteration 107Q: 3 clusters Score -2130289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2130285.250000 Penalty: 962.073853
	Iteration 108Q: 3 clusters Score -2130285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2130283.000000 Penalty: 962.073853
	Iteration 109Q: 3 clusters Score -2130283 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2130289.750000 Penalty: 962.073853
	Iteration 110Q: 3 clusters Score -2130290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2130298.250000 Penalty: 962.073853
	Iteration 111Q: 3 clusters Score -2130298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2130288.500000 Penalty: 962.073853
	Iteration 112Q: 3 clusters Score -2130288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2130287.000000 Penalty: 962.073853
	Iteration 113Q: 3 clusters Score -2130287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2130290.000000 Penalty: 962.073853
	Iteration 114Q: 3 clusters Score -2130290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2130283.250000 Penalty: 962.073853
	Iteration 115Q: 3 clusters Score -2130283 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2130288.250000 Penalty: 962.073853
	Iteration 116Q: 3 clusters Score -2130288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2130286.750000 Penalty: 962.073853
	Iteration 117Q: 3 clusters Score -2130287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2130282.750000 Penalty: 962.073853
	Iteration 118Q: 3 clusters Score -2130283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2130285.250000 Penalty: 962.073853
	Iteration 119Q: 3 clusters Score -2130285 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2130283.500000 Penalty: 962.073853
	Iteration 120F: 3 clusters Score -2130284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2130282.500000 Penalty: 962.073853
	Iteration 121Q: 3 clusters Score -2130282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2130284.500000 Penalty: 962.073853
	Iteration 122Q: 3 clusters Score -2130284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2130282.250000 Penalty: 962.073853
	Iteration 123Q: 3 clusters Score -2130282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2130281.000000 Penalty: 962.073853
	Iteration 124Q: 3 clusters Score -2130281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2130283.000000 Penalty: 962.073853
	Iteration 125Q: 3 clusters Score -2130283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2130284.000000 Penalty: 962.073853
	Iteration 126Q: 3 clusters Score -2130284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2130282.500000 Penalty: 962.073853
	Iteration 127Q: 3 clusters Score -2130282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2130283.750000 Penalty: 962.073853
	Iteration 128Q: 3 clusters Score -2130284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2130283.500000 Penalty: 962.073853
	Iteration 129Q: 3 clusters Score -2130284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2130284.000000 Penalty: 962.073853
	Iteration 130Q: 3 clusters Score -2130284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2130285.250000 Penalty: 962.073853
	Iteration 131Q: 3 clusters Score -2130285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2130282.750000 Penalty: 962.073853
	Iteration 132Q: 3 clusters Score -2130283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2130286.750000 Penalty: 962.073853
	Iteration 133Q: 3 clusters Score -2130287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2130283.250000 Penalty: 962.073853
	Iteration 134Q: 3 clusters Score -2130283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2130283.750000 Penalty: 962.073853
	Iteration 135Q: 3 clusters Score -2130284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2130283.750000 Penalty: 962.073853
	Iteration 136Q: 3 clusters Score -2130284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2130284.250000 Penalty: 962.073853
	Iteration 137Q: 3 clusters Score -2130284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2130282.750000 Penalty: 962.073853
	Iteration 138Q: 3 clusters Score -2130283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2130283.250000 Penalty: 962.073853
	Iteration 139Q: 3 clusters Score -2130283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2130284.250000 Penalty: 962.073853
	Iteration 140F: 3 clusters Score -2130284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2130284.000000 Penalty: 962.073853
	Iteration 141Q: 3 clusters Score -2130284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2130284.250000 Penalty: 962.073853
	Iteration 142Q: 3 clusters Score -2130284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2130284.500000 Penalty: 962.073853
	Iteration 143Q: 3 clusters Score -2130284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2130284.250000 Penalty: 962.073853
	Iteration 144Q: 3 clusters Score -2130284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2130283.500000 Penalty: 962.073853
	Iteration 145Q: 3 clusters Score -2130284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2130283.000000 Penalty: 962.073853
	Iteration 146Q: 3 clusters Score -2130283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2130281.500000 Penalty: 962.073853
	Iteration 147Q: 3 clusters Score -2130282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2130281.500000 Penalty: 962.073853
	Iteration 148F: 3 clusters Score -2130282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -111510.281250 Penalty: 347.031128
	Iteration 0F: 2 clusters Score -111510.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -110033.234375 Penalty: 694.062256
	Iteration 0F: 3 clusters Score -110033.2 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -110532.234375 Penalty: 694.062256
	Iteration 1F: 3 clusters Score -110532.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -110628.421875 Penalty: 694.062256
	Iteration 2F: 3 clusters Score -110628.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -110761.562500 Penalty: 694.062256
	Iteration 3F: 3 clusters Score -110761.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -110877.781250 Penalty: 694.062256
	Iteration 4F: 3 clusters Score -110877.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -110970.851562 Penalty: 694.062256
	Iteration 5Q: 3 clusters Score -110970.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -111062.460938 Penalty: 694.062256
	Iteration 6Q: 3 clusters Score -111062.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -111101.898438 Penalty: 694.062256
	Iteration 7Q: 3 clusters Score -111101.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -111120.914062 Penalty: 694.062256
	Iteration 8Q: 3 clusters Score -111120.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -111134.679688 Penalty: 694.062256
	Iteration 9Q: 3 clusters Score -111134.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -111148.359375 Penalty: 694.062256
	Iteration 10Q: 3 clusters Score -111148.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -111158.109375 Penalty: 694.062256
	Iteration 11Q: 3 clusters Score -111158.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -111162.851562 Penalty: 694.062256
	Iteration 12Q: 3 clusters Score -111162.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -111169.406250 Penalty: 694.062256
	Iteration 13Q: 3 clusters Score -111169.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -111177.945312 Penalty: 694.062256
	Iteration 14Q: 3 clusters Score -111177.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -111184.203125 Penalty: 694.062256
	Iteration 15Q: 3 clusters Score -111184.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -111188.687500 Penalty: 694.062256
	Iteration 16Q: 3 clusters Score -111188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -111192.851562 Penalty: 694.062256
	Iteration 17Q: 3 clusters Score -111192.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -111196.054688 Penalty: 694.062256
	Iteration 18Q: 3 clusters Score -111196.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -111197.656250 Penalty: 694.062256
	Iteration 19Q: 3 clusters Score -111197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -111199.390625 Penalty: 694.062256
	Iteration 20F: 3 clusters Score -111199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -111199.812500 Penalty: 694.062256
	Iteration 21Q: 3 clusters Score -111199.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -111199.812500 Penalty: 694.062256
	Iteration 22F: 3 clusters Score -111199.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (58528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Entering Unmasked Estep 
Score: -3253703.750000 Penalty: 499.465363
	Iteration 0F: 2 clusters Score -3253704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -3214468.500000 Penalty: 998.930725
	Iteration 0F: 3 clusters Score -3214468 nChanged 28441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -3231618.000000 Penalty: 998.930725
	Iteration 1F: 3 clusters Score -3231618 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3232387.250000 Penalty: 998.930725
	Iteration 2Q: 3 clusters Score -3232387 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3233723.250000 Penalty: 998.930725
	Iteration 3Q: 3 clusters Score -3233723 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -3235991.500000 Penalty: 998.930725
	Iteration 4F: 3 clusters Score -3235992 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3239484.500000 Penalty: 998.930725
	Iteration 5F: 3 clusters Score -3239484 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3243663.250000 Penalty: 998.930725
	Iteration 6F: 3 clusters Score -3243663 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3247515.000000 Penalty: 998.930725
	Iteration 7F: 3 clusters Score -3247515 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3250385.500000 Penalty: 998.930725
	Iteration 8F: 3 clusters Score -3250386 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3252122.500000 Penalty: 998.930725
	Iteration 9Q: 3 clusters Score -3252122 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3252848.000000 Penalty: 998.930725
	Iteration 10Q: 3 clusters Score -3252848 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3253100.000000 Penalty: 998.930725
	Iteration 11Q: 3 clusters Score -3253100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -3253182.500000 Penalty: 998.930725
	Iteration 12Q: 3 clusters Score -3253182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -3253209.250000 Penalty: 998.930725
	Iteration 13Q: 3 clusters Score -3253209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -3253230.500000 Penalty: 998.930725
	Iteration 14Q: 3 clusters Score -3253230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3253231.750000 Penalty: 998.930725
	Iteration 15Q: 3 clusters Score -3253232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3253242.000000 Penalty: 998.930725
	Iteration 16Q: 3 clusters Score -3253242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3253242.250000 Penalty: 998.930725
	Iteration 17Q: 3 clusters Score -3253242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3253242.250000 Penalty: 998.930725
	Iteration 18F: 3 clusters Score -3253242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Entering Unmasked Estep 
Score: -4048050.000000 Penalty: 511.278748
	Iteration 0F: 2 clusters Score -4048050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -3996660.250000 Penalty: 1022.557495
	Iteration 0F: 3 clusters Score -3996660 nChanged 37104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -4021068.000000 Penalty: 1022.557495
	Iteration 1F: 3 clusters Score -4021068 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -4023089.000000 Penalty: 1022.557495
	Iteration 2F: 3 clusters Score -4023089 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4026027.000000 Penalty: 1022.557495
	Iteration 3F: 3 clusters Score -4026027 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -4029833.750000 Penalty: 1022.557495
	Iteration 4F: 3 clusters Score -4029834 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -4033316.500000 Penalty: 1022.557495
	Iteration 5F: 3 clusters Score -4033316 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4035364 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -4036057.750000 Penalty: 1022.557495
	Iteration 7Q: 3 clusters Score -4036058 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -4036307.250000 Penalty: 1022.557495
	Iteration 8Q: 3 clusters Score -4036307 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -4036394.250000 Penalty: 1022.557495
	Iteration 9Q: 3 clusters Score -4036394 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4036573 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -4036760.750000 Penalty: 1022.557495
	Iteration 11Q: 3 clusters Score -4036761 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -4036933.500000 Penalty: 1022.557495
	Iteration 12Q: 3 clusters Score -4036934 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4037202 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4037434 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -4037721.250000 Penalty: 1022.557495
	Iteration 15Q: 3 clusters Score -4037721 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -4038035.250000 Penalty: 1022.557495
	Iteration 16Q: 3 clusters Score -4038035 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4038396 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4038797 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4039323.250000 Penalty: 1022.557495
	Iteration 19Q: 3 clusters Score -4039323 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4039912 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4040512.250000 Penalty: 1022.557495
	Iteration 21Q: 3 clusters Score -4040512 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4041141.750000 Penalty: 1022.557495
	Iteration 22Q: 3 clusters Score -4041142 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -4041672.500000 Penalty: 1022.557495
	Iteration 23Q: 3 clusters Score -4041672 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4042127.250000 Penalty: 1022.557495
	Iteration 24Q: 3 clusters Score -4042127 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4042562 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4042947 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4043273 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -4043569.500000 Penalty: 1022.557495
	Iteration 28Q: 3 clusters Score -4043570 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4043824 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4044035 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4044203 nChanged 525
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63521 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4044356 nChanged 495
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4044492 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4044617 nChanged 399
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Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4044725 nChanged 391
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64899 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4044832 nChanged 386
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4044975 nChanged 370
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4045100 nChanged 349
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4045192 nChanged 321
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66233 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4045268 nChanged 317
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4045348 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4045396 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4045472 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4045547 nChanged 260
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4045604 nChanged 247
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Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4045650 nChanged 234
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4045694 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4045735 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4045795 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4045845 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4045890 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69279 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4045940 nChanged 238
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Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4045992 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4046042 nChanged 234
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4046092 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4046150 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4046198 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4046257 nChanged 227
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Mstep: Class 1 contains 70953 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4046318 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71172 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4046362 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4046401 nChanged 198
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Mstep: Class 1 contains 71582 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4046472 nChanged 211
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4046528 nChanged 200
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Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4046570 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72195 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4046608 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4046641 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4046684 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4046747 nChanged 169
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Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4046788 nChanged 149
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Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4046835 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4046871 nChanged 119
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Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4046896 nChanged 122
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Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4046920 nChanged 122
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Mstep: Class 1 contains 73550 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4046940 nChanged 127
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Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4046963 nChanged 135
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Mstep: Class 1 contains 73812 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4047008 nChanged 122
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Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4047042 nChanged 132
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Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4047079 nChanged 129
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Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4047115 nChanged 131
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Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4047151 nChanged 115
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Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4047207 nChanged 97
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Mstep: Class 1 contains 74538 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4047258 nChanged 83
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Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4047285 nChanged 91
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Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4047303 nChanged 83
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Mstep: Class 2 contains 1084 members 
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	Iteration 85Q: 3 clusters Score -4047329 nChanged 72
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Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4047340 nChanged 71
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4047378 nChanged 76
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Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4047398 nChanged 60
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Mstep: Class 1 contains 75070 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4047422 nChanged 68
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Mstep: Class 1 contains 75138 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4047445 nChanged 65
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Mstep: Class 1 contains 75203 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4047476 nChanged 62
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Mstep: Class 1 contains 75265 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4047493 nChanged 60
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Mstep: Class 1 contains 75323 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4047516 nChanged 56
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Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4047537 nChanged 50
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Mstep: Class 1 contains 75423 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4047549 nChanged 36
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Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4047564 nChanged 34
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Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4047571.000000 Penalty: 1022.557495
	Iteration 97Q: 3 clusters Score -4047571 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4047579.500000 Penalty: 1022.557495
	Iteration 98Q: 3 clusters Score -4047580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4047584.750000 Penalty: 1022.557495
	Iteration 99Q: 3 clusters Score -4047585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4047592.000000 Penalty: 1022.557495
	Iteration 100F: 3 clusters Score -4047592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4047601.250000 Penalty: 1022.557495
	Iteration 101Q: 3 clusters Score -4047601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4047601.500000 Penalty: 1022.557495
	Iteration 102Q: 3 clusters Score -4047602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4047610.000000 Penalty: 1022.557495
	Iteration 103Q: 3 clusters Score -4047610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4047611.000000 Penalty: 1022.557495
	Iteration 104Q: 3 clusters Score -4047611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4047616.250000 Penalty: 1022.557495
	Iteration 105Q: 3 clusters Score -4047616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4047612.750000 Penalty: 1022.557495
	Iteration 106Q: 3 clusters Score -4047613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75620 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4047613.000000 Penalty: 1022.557495
	Iteration 107Q: 3 clusters Score -4047613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4047613.750000 Penalty: 1022.557495
	Iteration 108Q: 3 clusters Score -4047614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4047617.750000 Penalty: 1022.557495
	Iteration 109Q: 3 clusters Score -4047618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75628 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4047618.500000 Penalty: 1022.557495
	Iteration 110Q: 3 clusters Score -4047618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4047619.500000 Penalty: 1022.557495
	Iteration 111Q: 3 clusters Score -4047620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4047622.000000 Penalty: 1022.557495
	Iteration 112Q: 3 clusters Score -4047622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75634 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4047621.250000 Penalty: 1022.557495
	Iteration 113Q: 3 clusters Score -4047621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4047620.750000 Penalty: 1022.557495
	Iteration 114Q: 3 clusters Score -4047621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4047622.250000 Penalty: 1022.557495
	Iteration 115Q: 3 clusters Score -4047622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4047623.000000 Penalty: 1022.557495
	Iteration 116Q: 3 clusters Score -4047623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4047624.500000 Penalty: 1022.557495
	Iteration 117Q: 3 clusters Score -4047624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4047623.500000 Penalty: 1022.557495
	Iteration 118Q: 3 clusters Score -4047624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4047623.500000 Penalty: 1022.557495
	Iteration 119F: 3 clusters Score -4047624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -135783.515625 Penalty: 357.356689
	Iteration 0F: 2 clusters Score -135783.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -133931.250000 Penalty: 714.713379
	Iteration 0F: 3 clusters Score -133931.2 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -134685.000000 Penalty: 714.713379
	Iteration 1F: 3 clusters Score -134685 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -134868.140625 Penalty: 714.713379
	Iteration 2F: 3 clusters Score -134868.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -135034.500000 Penalty: 714.713379
	Iteration 3F: 3 clusters Score -135034.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -135173.796875 Penalty: 714.713379
	Iteration 4F: 3 clusters Score -135173.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -135267.421875 Penalty: 714.713379
	Iteration 5F: 3 clusters Score -135267.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -135336.312500 Penalty: 714.713379
	Iteration 6Q: 3 clusters Score -135336.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -135379.828125 Penalty: 714.713379
	Iteration 7Q: 3 clusters Score -135379.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -135420.828125 Penalty: 714.713379
	Iteration 8Q: 3 clusters Score -135420.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -135447.890625 Penalty: 714.713379
	Iteration 9Q: 3 clusters Score -135447.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -135475.015625 Penalty: 714.713379
	Iteration 10Q: 3 clusters Score -135475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -135502.968750 Penalty: 714.713379
	Iteration 11Q: 3 clusters Score -135503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -135524.062500 Penalty: 714.713379
	Iteration 12Q: 3 clusters Score -135524.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -135535.484375 Penalty: 714.713379
	Iteration 13Q: 3 clusters Score -135535.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -135546.546875 Penalty: 714.713379
	Iteration 14Q: 3 clusters Score -135546.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -135553.000000 Penalty: 714.713379
	Iteration 15Q: 3 clusters Score -135553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -135556.546875 Penalty: 714.713379
	Iteration 16Q: 3 clusters Score -135556.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -135563.265625 Penalty: 714.713379
	Iteration 17Q: 3 clusters Score -135563.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -135570.765625 Penalty: 714.713379
	Iteration 18Q: 3 clusters Score -135570.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -135574.500000 Penalty: 714.713379
	Iteration 19Q: 3 clusters Score -135574.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -135576.703125 Penalty: 714.713379
	Iteration 20F: 3 clusters Score -135576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -135578.000000 Penalty: 714.713379
	Iteration 21Q: 3 clusters Score -135578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -135579.500000 Penalty: 714.713379
	Iteration 22Q: 3 clusters Score -135579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -135580.296875 Penalty: 714.713379
	Iteration 23Q: 3 clusters Score -135580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -135580.453125 Penalty: 714.713379
	Iteration 24Q: 3 clusters Score -135580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -135580.906250 Penalty: 714.713379
	Iteration 25Q: 3 clusters Score -135580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -135581.234375 Penalty: 714.713379
	Iteration 26Q: 3 clusters Score -135581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -135581.640625 Penalty: 714.713379
	Iteration 27Q: 3 clusters Score -135581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -135581.718750 Penalty: 714.713379
	Iteration 28Q: 3 clusters Score -135581.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -135581.718750 Penalty: 714.713379
	Iteration 29F: 3 clusters Score -135581.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Entering Unmasked Estep 
Score: -1742225.625000 Penalty: 470.334503
	Iteration 0F: 2 clusters Score -1742226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1721518.500000 Penalty: 940.669006
	Iteration 0F: 3 clusters Score -1721518 nChanged 14891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1730904.375000 Penalty: 940.669006
	Iteration 1F: 3 clusters Score -1730904 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1732550.250000 Penalty: 940.669006
	Iteration 2F: 3 clusters Score -1732550 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1735264.500000 Penalty: 940.669006
	Iteration 3F: 3 clusters Score -1735264 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1737940.625000 Penalty: 940.669006
	Iteration 4F: 3 clusters Score -1737941 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1739213.875000 Penalty: 940.669006
	Iteration 5F: 3 clusters Score -1739214 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1739751.250000 Penalty: 940.669006
	Iteration 6Q: 3 clusters Score -1739751 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1740108.000000 Penalty: 940.669006
	Iteration 7Q: 3 clusters Score -1740108 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1740355.875000 Penalty: 940.669006
	Iteration 8Q: 3 clusters Score -1740356 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1740521.000000 Penalty: 940.669006
	Iteration 9Q: 3 clusters Score -1740521 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1740620.875000 Penalty: 940.669006
	Iteration 10Q: 3 clusters Score -1740621 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1740697.250000 Penalty: 940.669006
	Iteration 11Q: 3 clusters Score -1740697 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1740738.875000 Penalty: 940.669006
	Iteration 12Q: 3 clusters Score -1740739 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1740777.375000 Penalty: 940.669006
	Iteration 13Q: 3 clusters Score -1740777 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1740806.000000 Penalty: 940.669006
	Iteration 14Q: 3 clusters Score -1740806 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1740821.500000 Penalty: 940.669006
	Iteration 15Q: 3 clusters Score -1740822 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1740824.750000 Penalty: 940.669006
	Iteration 16Q: 3 clusters Score -1740825 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1740845.125000 Penalty: 940.669006
	Iteration 17Q: 3 clusters Score -1740845 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1740854.250000 Penalty: 940.669006
	Iteration 18Q: 3 clusters Score -1740854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1740857.625000 Penalty: 940.669006
	Iteration 19Q: 3 clusters Score -1740858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1740859.875000 Penalty: 940.669006
	Iteration 20F: 3 clusters Score -1740860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1740862.375000 Penalty: 940.669006
	Iteration 21Q: 3 clusters Score -1740862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1740866.625000 Penalty: 940.669006
	Iteration 22Q: 3 clusters Score -1740867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1740869.250000 Penalty: 940.669006
	Iteration 23Q: 3 clusters Score -1740869 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1740867.750000 Penalty: 940.669006
	Iteration 24Q: 3 clusters Score -1740868 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1740875.125000 Penalty: 940.669006
	Iteration 25Q: 3 clusters Score -1740875 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1740877.875000 Penalty: 940.669006
	Iteration 26Q: 3 clusters Score -1740878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1740886.500000 Penalty: 940.669006
	Iteration 27Q: 3 clusters Score -1740886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1740879.000000 Penalty: 940.669006
	Iteration 28Q: 3 clusters Score -1740879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1740877.000000 Penalty: 940.669006
	Iteration 29Q: 3 clusters Score -1740877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1740873.125000 Penalty: 940.669006
	Iteration 30Q: 3 clusters Score -1740873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1740877.250000 Penalty: 940.669006
	Iteration 31Q: 3 clusters Score -1740877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1740878.875000 Penalty: 940.669006
	Iteration 32Q: 3 clusters Score -1740879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1740874.875000 Penalty: 940.669006
	Iteration 33Q: 3 clusters Score -1740875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1740875.500000 Penalty: 940.669006
	Iteration 34Q: 3 clusters Score -1740876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1740872.500000 Penalty: 940.669006
	Iteration 35Q: 3 clusters Score -1740872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1740870.500000 Penalty: 940.669006
	Iteration 36Q: 3 clusters Score -1740870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1740872.250000 Penalty: 940.669006
	Iteration 37Q: 3 clusters Score -1740872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1740870.000000 Penalty: 940.669006
	Iteration 38Q: 3 clusters Score -1740870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1740874.250000 Penalty: 940.669006
	Iteration 39Q: 3 clusters Score -1740874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1740875.000000 Penalty: 940.669006
	Iteration 40F: 3 clusters Score -1740875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1740876.750000 Penalty: 940.669006
	Iteration 41Q: 3 clusters Score -1740877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1740876.750000 Penalty: 940.669006
	Iteration 42F: 3 clusters Score -1740877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -150102.343750 Penalty: 357.391998
	Iteration 0F: 2 clusters Score -150102.3 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 1307 members 
Entering Unmasked Estep 
Score: -148330.828125 Penalty: 714.783997
	Iteration 0F: 3 clusters Score -148330.8 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -148886.859375 Penalty: 714.783997
	Iteration 1F: 3 clusters Score -148886.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -148960.265625 Penalty: 714.783997
	Iteration 2F: 3 clusters Score -148960.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -149033.046875 Penalty: 714.783997
	Iteration 3F: 3 clusters Score -149033 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -149102.453125 Penalty: 714.783997
	Iteration 4Q: 3 clusters Score -149102.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -149188.656250 Penalty: 714.783997
	Iteration 5Q: 3 clusters Score -149188.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -149310.718750 Penalty: 714.783997
	Iteration 6Q: 3 clusters Score -149310.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -149429.312500 Penalty: 714.783997
	Iteration 7Q: 3 clusters Score -149429.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -149532.343750 Penalty: 714.783997
	Iteration 8Q: 3 clusters Score -149532.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -149575.125000 Penalty: 714.783997
	Iteration 9Q: 3 clusters Score -149575.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -149593.937500 Penalty: 714.783997
	Iteration 10Q: 3 clusters Score -149593.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -149611.421875 Penalty: 714.783997
	Iteration 11Q: 3 clusters Score -149611.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -149626.328125 Penalty: 714.783997
	Iteration 12Q: 3 clusters Score -149626.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -149636.640625 Penalty: 714.783997
	Iteration 13Q: 3 clusters Score -149636.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -149645.687500 Penalty: 714.783997
	Iteration 14Q: 3 clusters Score -149645.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -149653.421875 Penalty: 714.783997
	Iteration 15Q: 3 clusters Score -149653.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -149659.578125 Penalty: 714.783997
	Iteration 16Q: 3 clusters Score -149659.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -149664.875000 Penalty: 714.783997
	Iteration 17Q: 3 clusters Score -149664.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -149670.171875 Penalty: 714.783997
	Iteration 18Q: 3 clusters Score -149670.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -149679.718750 Penalty: 714.783997
	Iteration 19Q: 3 clusters Score -149679.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -149686.734375 Penalty: 714.783997
	Iteration 20F: 3 clusters Score -149686.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -149690.296875 Penalty: 714.783997
	Iteration 21Q: 3 clusters Score -149690.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -149693.750000 Penalty: 714.783997
	Iteration 22Q: 3 clusters Score -149693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -149697.468750 Penalty: 714.783997
	Iteration 23Q: 3 clusters Score -149697.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -149702.031250 Penalty: 714.783997
	Iteration 24Q: 3 clusters Score -149702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -149704.687500 Penalty: 714.783997
	Iteration 25Q: 3 clusters Score -149704.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -149708.125000 Penalty: 714.783997
	Iteration 26Q: 3 clusters Score -149708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -149709.046875 Penalty: 714.783997
	Iteration 27Q: 3 clusters Score -149709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -149709.046875 Penalty: 714.783997
	Iteration 28F: 3 clusters Score -149709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59580 members 
Entering Unmasked Estep 
Score: -3244517.250000 Penalty: 500.275909
	Iteration 0F: 2 clusters Score -3244517 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 29696 members 
Entering Unmasked Estep 
Score: -3204417.500000 Penalty: 1000.551819
	Iteration 0F: 3 clusters Score -3204418 nChanged 28737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3221839.750000 Penalty: 1000.551819
	Iteration 1F: 3 clusters Score -3221840 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3222941.750000 Penalty: 1000.551819
	Iteration 2Q: 3 clusters Score -3222942 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3224770.000000 Penalty: 1000.551819
	Iteration 3F: 3 clusters Score -3224770 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3227885.250000 Penalty: 1000.551819
	Iteration 4F: 3 clusters Score -3227885 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3231918.000000 Penalty: 1000.551819
	Iteration 5F: 3 clusters Score -3231918 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3235718.500000 Penalty: 1000.551819
	Iteration 6F: 3 clusters Score -3235718 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3238058.500000 Penalty: 1000.551819
	Iteration 7Q: 3 clusters Score -3238058 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3239402.750000 Penalty: 1000.551819
	Iteration 8Q: 3 clusters Score -3239403 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3240219.500000 Penalty: 1000.551819
	Iteration 9Q: 3 clusters Score -3240220 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -3240886.250000 Penalty: 1000.551819
	Iteration 10Q: 3 clusters Score -3240886 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -3241411.250000 Penalty: 1000.551819
	Iteration 11Q: 3 clusters Score -3241411 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3241881.000000 Penalty: 1000.551819
	Iteration 12Q: 3 clusters Score -3241881 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3242279.750000 Penalty: 1000.551819
	Iteration 13Q: 3 clusters Score -3242280 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3242588.000000 Penalty: 1000.551819
	Iteration 14Q: 3 clusters Score -3242588 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3242848.500000 Penalty: 1000.551819
	Iteration 15Q: 3 clusters Score -3242848 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3243066.500000 Penalty: 1000.551819
	Iteration 16Q: 3 clusters Score -3243066 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3243227.250000 Penalty: 1000.551819
	Iteration 17Q: 3 clusters Score -3243227 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3243362.750000 Penalty: 1000.551819
	Iteration 18Q: 3 clusters Score -3243363 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3243503.750000 Penalty: 1000.551819
	Iteration 19Q: 3 clusters Score -3243504 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3243631.500000 Penalty: 1000.551819
	Iteration 20F: 3 clusters Score -3243632 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3243708.000000 Penalty: 1000.551819
	Iteration 21Q: 3 clusters Score -3243708 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3243787.000000 Penalty: 1000.551819
	Iteration 22Q: 3 clusters Score -3243787 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3243864.500000 Penalty: 1000.551819
	Iteration 23Q: 3 clusters Score -3243864 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58711 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3243897.500000 Penalty: 1000.551819
	Iteration 24Q: 3 clusters Score -3243898 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3243929.500000 Penalty: 1000.551819
	Iteration 25Q: 3 clusters Score -3243930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3243962.750000 Penalty: 1000.551819
	Iteration 26Q: 3 clusters Score -3243963 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3243985.750000 Penalty: 1000.551819
	Iteration 27Q: 3 clusters Score -3243986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3244013.500000 Penalty: 1000.551819
	Iteration 28Q: 3 clusters Score -3244014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59035 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3244026.750000 Penalty: 1000.551819
	Iteration 29Q: 3 clusters Score -3244027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3244042.500000 Penalty: 1000.551819
	Iteration 30Q: 3 clusters Score -3244042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59103 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3244042.750000 Penalty: 1000.551819
	Iteration 31Q: 3 clusters Score -3244043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3244046.750000 Penalty: 1000.551819
	Iteration 32Q: 3 clusters Score -3244047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3244050.750000 Penalty: 1000.551819
	Iteration 33Q: 3 clusters Score -3244051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3244050.500000 Penalty: 1000.551819
	Iteration 34Q: 3 clusters Score -3244050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3244057.750000 Penalty: 1000.551819
	Iteration 35Q: 3 clusters Score -3244058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3244065.500000 Penalty: 1000.551819
	Iteration 36Q: 3 clusters Score -3244066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3244073.000000 Penalty: 1000.551819
	Iteration 37Q: 3 clusters Score -3244073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3244077.000000 Penalty: 1000.551819
	Iteration 38Q: 3 clusters Score -3244077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3244077.000000 Penalty: 1000.551819
	Iteration 39Q: 3 clusters Score -3244077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3244074.500000 Penalty: 1000.551819
	Iteration 40F: 3 clusters Score -3244074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3244074.250000 Penalty: 1000.551819
	Iteration 41Q: 3 clusters Score -3244074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3244077.500000 Penalty: 1000.551819
	Iteration 42Q: 3 clusters Score -3244078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3244077.500000 Penalty: 1000.551819
	Iteration 43F: 3 clusters Score -3244078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -241058.546875 Penalty: 384.249878
	Iteration 0F: 2 clusters Score -241058.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -237922.484375 Penalty: 768.499756
	Iteration 0F: 3 clusters Score -237922.5 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -238992.890625 Penalty: 768.499756
	Iteration 1F: 3 clusters Score -238992.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -239092.718750 Penalty: 768.499756
	Iteration 2F: 3 clusters Score -239092.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -239187.265625 Penalty: 768.499756
	Iteration 3F: 3 clusters Score -239187.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -239280.265625 Penalty: 768.499756
	Iteration 4Q: 3 clusters Score -239280.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -239368.250000 Penalty: 768.499756
	Iteration 5Q: 3 clusters Score -239368.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -239488.296875 Penalty: 768.499756
	Iteration 6Q: 3 clusters Score -239488.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -239643.906250 Penalty: 768.499756
	Iteration 7Q: 3 clusters Score -239643.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -239830.343750 Penalty: 768.499756
	Iteration 8Q: 3 clusters Score -239830.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -240016.187500 Penalty: 768.499756
	Iteration 9Q: 3 clusters Score -240016.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -240168.687500 Penalty: 768.499756
	Iteration 10Q: 3 clusters Score -240168.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -240260.812500 Penalty: 768.499756
	Iteration 11Q: 3 clusters Score -240260.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -240319.562500 Penalty: 768.499756
	Iteration 12Q: 3 clusters Score -240319.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -240361.796875 Penalty: 768.499756
	Iteration 13Q: 3 clusters Score -240361.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -240398.062500 Penalty: 768.499756
	Iteration 14Q: 3 clusters Score -240398.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -240434.718750 Penalty: 768.499756
	Iteration 15Q: 3 clusters Score -240434.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -240461.578125 Penalty: 768.499756
	Iteration 16Q: 3 clusters Score -240461.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -240493.765625 Penalty: 768.499756
	Iteration 17Q: 3 clusters Score -240493.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -240517.796875 Penalty: 768.499756
	Iteration 18Q: 3 clusters Score -240517.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -240538.031250 Penalty: 768.499756
	Iteration 19Q: 3 clusters Score -240538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -240557.796875 Penalty: 768.499756
	Iteration 20F: 3 clusters Score -240557.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -240570.234375 Penalty: 768.499756
	Iteration 21Q: 3 clusters Score -240570.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -240584.296875 Penalty: 768.499756
	Iteration 22Q: 3 clusters Score -240584.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -240598.109375 Penalty: 768.499756
	Iteration 23Q: 3 clusters Score -240598.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -240607.546875 Penalty: 768.499756
	Iteration 24Q: 3 clusters Score -240607.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -240619.593750 Penalty: 768.499756
	Iteration 25Q: 3 clusters Score -240619.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -240630.921875 Penalty: 768.499756
	Iteration 26Q: 3 clusters Score -240630.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -240638.203125 Penalty: 768.499756
	Iteration 27Q: 3 clusters Score -240638.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -240643.828125 Penalty: 768.499756
	Iteration 28Q: 3 clusters Score -240643.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -240647.171875 Penalty: 768.499756
	Iteration 29Q: 3 clusters Score -240647.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -240651.593750 Penalty: 768.499756
	Iteration 30Q: 3 clusters Score -240651.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -240654.093750 Penalty: 768.499756
	Iteration 31Q: 3 clusters Score -240654.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -240655.687500 Penalty: 768.499756
	Iteration 32Q: 3 clusters Score -240655.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -240658.062500 Penalty: 768.499756
	Iteration 33Q: 3 clusters Score -240658.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -240660.234375 Penalty: 768.499756
	Iteration 34Q: 3 clusters Score -240660.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -240661.406250 Penalty: 768.499756
	Iteration 35Q: 3 clusters Score -240661.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -240662.515625 Penalty: 768.499756
	Iteration 36Q: 3 clusters Score -240662.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -240663.859375 Penalty: 768.499756
	Iteration 37Q: 3 clusters Score -240663.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -240664.640625 Penalty: 768.499756
	Iteration 38Q: 3 clusters Score -240664.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -240664.640625 Penalty: 768.499756
	Iteration 39F: 3 clusters Score -240664.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -89738.257812 Penalty: 336.700439
	Iteration 0F: 2 clusters Score -89738.26 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 815 members 
Entering Unmasked Estep 
Score: -88501.796875 Penalty: 673.400879
	Iteration 0F: 3 clusters Score -88501.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -88865.906250 Penalty: 673.400879
	Iteration 1F: 3 clusters Score -88865.91 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -88920.132812 Penalty: 673.400879
	Iteration 2F: 3 clusters Score -88920.13 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -88968.257812 Penalty: 673.400879
	Iteration 3F: 3 clusters Score -88968.26 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -89009.640625 Penalty: 673.400879
	Iteration 4Q: 3 clusters Score -89009.64 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -89039.257812 Penalty: 673.400879
	Iteration 5Q: 3 clusters Score -89039.26 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -89070.656250 Penalty: 673.400879
	Iteration 6Q: 3 clusters Score -89070.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -89100.593750 Penalty: 673.400879
	Iteration 7Q: 3 clusters Score -89100.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -89127.171875 Penalty: 673.400879
	Iteration 8Q: 3 clusters Score -89127.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -89152.234375 Penalty: 673.400879
	Iteration 9Q: 3 clusters Score -89152.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -89178.375000 Penalty: 673.400879
	Iteration 10Q: 3 clusters Score -89178.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -89191.484375 Penalty: 673.400879
	Iteration 11Q: 3 clusters Score -89191.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -89208.085938 Penalty: 673.400879
	Iteration 12Q: 3 clusters Score -89208.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -89231.367188 Penalty: 673.400879
	Iteration 13Q: 3 clusters Score -89231.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -89253.210938 Penalty: 673.400879
	Iteration 14Q: 3 clusters Score -89253.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -89285.875000 Penalty: 673.400879
	Iteration 15Q: 3 clusters Score -89285.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -89307.820312 Penalty: 673.400879
	Iteration 16Q: 3 clusters Score -89307.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -89338.601562 Penalty: 673.400879
	Iteration 17Q: 3 clusters Score -89338.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -89366.312500 Penalty: 673.400879
	Iteration 18Q: 3 clusters Score -89366.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -89390.453125 Penalty: 673.400879
	Iteration 19Q: 3 clusters Score -89390.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -89417.531250 Penalty: 673.400879
	Iteration 20F: 3 clusters Score -89417.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -89451.187500 Penalty: 673.400879
	Iteration 21Q: 3 clusters Score -89451.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -89498.304688 Penalty: 673.400879
	Iteration 22Q: 3 clusters Score -89498.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -89544.289062 Penalty: 673.400879
	Iteration 23Q: 3 clusters Score -89544.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -89585.976562 Penalty: 673.400879
	Iteration 24Q: 3 clusters Score -89585.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -89640.046875 Penalty: 673.400879
	Iteration 25Q: 3 clusters Score -89640.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -89680.843750 Penalty: 673.400879
	Iteration 26Q: 3 clusters Score -89680.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -89698.906250 Penalty: 673.400879
	Iteration 27Q: 3 clusters Score -89698.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -89706.398438 Penalty: 673.400879
	Iteration 28Q: 3 clusters Score -89706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -89708.492188 Penalty: 673.400879
	Iteration 29Q: 3 clusters Score -89708.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -89709.101562 Penalty: 673.400879
	Iteration 30Q: 3 clusters Score -89709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -89709.546875 Penalty: 673.400879
	Iteration 31Q: 3 clusters Score -89709.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -89710.125000 Penalty: 673.400879
	Iteration 32Q: 3 clusters Score -89710.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -89710.460938 Penalty: 673.400879
	Iteration 33Q: 3 clusters Score -89710.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -89710.460938 Penalty: 673.400879
	Iteration 34Q: 3 clusters Score -89710.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -89710.460938 Penalty: 673.400879
	Iteration 35F: 3 clusters Score -89710.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Entering Unmasked Estep 
Score: -70968.476562 Penalty: 325.783142
	Iteration 0F: 2 clusters Score -70968.48 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 658 members 
Entering Unmasked Estep 
Score: -69972.882812 Penalty: 651.566284
	Iteration 0F: 3 clusters Score -69972.88 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -70254.406250 Penalty: 651.566284
	Iteration 1F: 3 clusters Score -70254.41 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -70309.617188 Penalty: 651.566284
	Iteration 2F: 3 clusters Score -70309.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -70345.414062 Penalty: 651.566284
	Iteration 3F: 3 clusters Score -70345.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -70364.429688 Penalty: 651.566284
	Iteration 4Q: 3 clusters Score -70364.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -70390.789062 Penalty: 651.566284
	Iteration 5Q: 3 clusters Score -70390.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -70415.304688 Penalty: 651.566284
	Iteration 6Q: 3 clusters Score -70415.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -70437.734375 Penalty: 651.566284
	Iteration 7Q: 3 clusters Score -70437.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -70467.328125 Penalty: 651.566284
	Iteration 8Q: 3 clusters Score -70467.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -70488.890625 Penalty: 651.566284
	Iteration 9Q: 3 clusters Score -70488.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -70509.734375 Penalty: 651.566284
	Iteration 10Q: 3 clusters Score -70509.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -70529.640625 Penalty: 651.566284
	Iteration 11Q: 3 clusters Score -70529.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -70546.093750 Penalty: 651.566284
	Iteration 12Q: 3 clusters Score -70546.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -70567.742188 Penalty: 651.566284
	Iteration 13Q: 3 clusters Score -70567.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -70588.937500 Penalty: 651.566284
	Iteration 14Q: 3 clusters Score -70588.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -70604.875000 Penalty: 651.566284
	Iteration 15Q: 3 clusters Score -70604.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -70615.867188 Penalty: 651.566284
	Iteration 16Q: 3 clusters Score -70615.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -70625.132812 Penalty: 651.566284
	Iteration 17Q: 3 clusters Score -70625.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -70630.453125 Penalty: 651.566284
	Iteration 18Q: 3 clusters Score -70630.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -70635.125000 Penalty: 651.566284
	Iteration 19Q: 3 clusters Score -70635.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -70637.375000 Penalty: 651.566284
	Iteration 20F: 3 clusters Score -70637.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -70639.601562 Penalty: 651.566284
	Iteration 21Q: 3 clusters Score -70639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -70640.734375 Penalty: 651.566284
	Iteration 22Q: 3 clusters Score -70640.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -70641.835938 Penalty: 651.566284
	Iteration 23Q: 3 clusters Score -70641.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -70642.562500 Penalty: 651.566284
	Iteration 24Q: 3 clusters Score -70642.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -70642.984375 Penalty: 651.566284
	Iteration 25Q: 3 clusters Score -70642.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -70644.109375 Penalty: 651.566284
	Iteration 26Q: 3 clusters Score -70644.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -70646.890625 Penalty: 651.566284
	Iteration 27Q: 3 clusters Score -70646.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -70647.875000 Penalty: 651.566284
	Iteration 28Q: 3 clusters Score -70647.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -70649.585938 Penalty: 651.566284
	Iteration 29Q: 3 clusters Score -70649.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -70650.867188 Penalty: 651.566284
	Iteration 30Q: 3 clusters Score -70650.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -70651.882812 Penalty: 651.566284
	Iteration 31Q: 3 clusters Score -70651.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -70652.023438 Penalty: 651.566284
	Iteration 32Q: 3 clusters Score -70652.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -70652.023438 Penalty: 651.566284
	Iteration 33F: 3 clusters Score -70652.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -85977.187500 Penalty: 336.281342
	Iteration 0F: 2 clusters Score -85977.19 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 825 members 
Entering Unmasked Estep 
Score: -84762.234375 Penalty: 672.562683
	Iteration 0F: 3 clusters Score -84762.23 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -85161.039062 Penalty: 672.562683
	Iteration 1F: 3 clusters Score -85161.04 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -85283.414062 Penalty: 672.562683
	Iteration 2F: 3 clusters Score -85283.41 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -85420.210938 Penalty: 672.562683
	Iteration 3F: 3 clusters Score -85420.21 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -85551.093750 Penalty: 672.562683
	Iteration 4F: 3 clusters Score -85551.09 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -85645.765625 Penalty: 672.562683
	Iteration 5F: 3 clusters Score -85645.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -85714.585938 Penalty: 672.562683
	Iteration 6F: 3 clusters Score -85714.59 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -85772.953125 Penalty: 672.562683
	Iteration 7Q: 3 clusters Score -85772.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -85817.117188 Penalty: 672.562683
	Iteration 8Q: 3 clusters Score -85817.12 nChanged 54
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: -85857.984375 Penalty: 672.562683
	Iteration 9Q: 3 clusters Score -85857.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -85881.679688 Penalty: 672.562683
	Iteration 10Q: 3 clusters Score -85881.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -85899.007812 Penalty: 672.562683
	Iteration 11Q: 3 clusters Score -85899.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -85911.117188 Penalty: 672.562683
	Iteration 12Q: 3 clusters Score -85911.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -85916.617188 Penalty: 672.562683
	Iteration 13Q: 3 clusters Score -85916.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -85921.492188 Penalty: 672.562683
	Iteration 14Q: 3 clusters Score -85921.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -85924.359375 Penalty: 672.562683
	Iteration 15Q: 3 clusters Score -85924.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -85927.125000 Penalty: 672.562683
	Iteration 16Q: 3 clusters Score -85927.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -85928.679688 Penalty: 672.562683
	Iteration 17Q: 3 clusters Score -85928.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -85928.906250 Penalty: 672.562683
	Iteration 18Q: 3 clusters Score -85928.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -85928.906250 Penalty: 672.562683
	Iteration 19F: 3 clusters Score -85928.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -74548.781250 Penalty: 334.302124
	Iteration 0F: 2 clusters Score -74548.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -73395.828125 Penalty: 668.604248
	Iteration 0F: 3 clusters Score -73395.83 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -73775.789062 Penalty: 668.604248
	Iteration 1F: 3 clusters Score -73775.79 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -73873.257812 Penalty: 668.604248
	Iteration 2F: 3 clusters Score -73873.26 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -73952.406250 Penalty: 668.604248
	Iteration 3F: 3 clusters Score -73952.41 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74016.570312 Penalty: 668.604248
	Iteration 4F: 3 clusters Score -74016.57 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74068.062500 Penalty: 668.604248
	Iteration 5Q: 3 clusters Score -74068.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74121.523438 Penalty: 668.604248
	Iteration 6Q: 3 clusters Score -74121.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74153.312500 Penalty: 668.604248
	Iteration 7Q: 3 clusters Score -74153.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74182.851562 Penalty: 668.604248
	Iteration 8Q: 3 clusters Score -74182.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -74214.171875 Penalty: 668.604248
	Iteration 9Q: 3 clusters Score -74214.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -74233.835938 Penalty: 668.604248
	Iteration 10Q: 3 clusters Score -74233.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -74246.203125 Penalty: 668.604248
	Iteration 11Q: 3 clusters Score -74246.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -74266.242188 Penalty: 668.604248
	Iteration 12Q: 3 clusters Score -74266.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -74285.335938 Penalty: 668.604248
	Iteration 13Q: 3 clusters Score -74285.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -74300.023438 Penalty: 668.604248
	Iteration 14Q: 3 clusters Score -74300.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -74310.296875 Penalty: 668.604248
	Iteration 15Q: 3 clusters Score -74310.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -74327.054688 Penalty: 668.604248
	Iteration 16Q: 3 clusters Score -74327.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -74334.429688 Penalty: 668.604248
	Iteration 17Q: 3 clusters Score -74334.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -74336.000000 Penalty: 668.604248
	Iteration 18Q: 3 clusters Score -74336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -74336.539062 Penalty: 668.604248
	Iteration 19Q: 3 clusters Score -74336.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -74336.539062 Penalty: 668.604248
	Iteration 20F: 3 clusters Score -74336.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Entering Unmasked Estep 
Score: -5435884.000000 Penalty: 523.176758
	Iteration 0F: 2 clusters Score -5435884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -5371385.500000 Penalty: 1046.353516
	Iteration 0F: 3 clusters Score -5371386 nChanged 48261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -5404084.500000 Penalty: 1046.353516
	Iteration 1F: 3 clusters Score -5404084 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -5409693.500000 Penalty: 1046.353516
	Iteration 2F: 3 clusters Score -5409694 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -5421039.000000 Penalty: 1046.353516
	Iteration 3F: 3 clusters Score -5421039 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -5432328.000000 Penalty: 1046.353516
	Iteration 4F: 3 clusters Score -5432328 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -5435591.500000 Penalty: 1046.353516
	Iteration 5F: 3 clusters Score -5435592 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -5436352.000000 Penalty: 1046.353516
	Iteration 6Q: 3 clusters Score -5436352 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -5436645.500000 Penalty: 1046.353516
	Iteration 7Q: 3 clusters Score -5436646 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -5436820.000000 Penalty: 1046.353516
	Iteration 8Q: 3 clusters Score -5436820 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -5436911.000000 Penalty: 1046.353516
	Iteration 9Q: 3 clusters Score -5436911 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -5436960.500000 Penalty: 1046.353516
	Iteration 10Q: 3 clusters Score -5436960 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -5436998.500000 Penalty: 1046.353516
	Iteration 11Q: 3 clusters Score -5436998 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -5437043.000000 Penalty: 1046.353516
	Iteration 12Q: 3 clusters Score -5437043 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -5437076.500000 Penalty: 1046.353516
	Iteration 13Q: 3 clusters Score -5437076 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -5437079.000000 Penalty: 1046.353516
	Iteration 14Q: 3 clusters Score -5437079 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -5437068.500000 Penalty: 1046.353516
	Iteration 15Q: 3 clusters Score -5437068 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -5437067.000000 Penalty: 1046.353516
	Iteration 16Q: 3 clusters Score -5437067 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -5437070.500000 Penalty: 1046.353516
	Iteration 17Q: 3 clusters Score -5437070 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -5437070.000000 Penalty: 1046.353516
	Iteration 18Q: 3 clusters Score -5437070 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54715 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -5437060.500000 Penalty: 1046.353516
	Iteration 19Q: 3 clusters Score -5437060 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -5437045.500000 Penalty: 1046.353516
	Iteration 20F: 3 clusters Score -5437046 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5437045.000000 Penalty: 1046.353516
	Iteration 21Q: 3 clusters Score -5437045 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -5437044.500000 Penalty: 1046.353516
	Iteration 22Q: 3 clusters Score -5437044 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5437031.000000 Penalty: 1046.353516
	Iteration 23Q: 3 clusters Score -5437031 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5437004.500000 Penalty: 1046.353516
	Iteration 24Q: 3 clusters Score -5437004 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -5437018.000000 Penalty: 1046.353516
	Iteration 25Q: 3 clusters Score -5437018 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -5437047.500000 Penalty: 1046.353516
	Iteration 26Q: 3 clusters Score -5437048 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -5437054.500000 Penalty: 1046.353516
	Iteration 27Q: 3 clusters Score -5437054 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -5437053.000000 Penalty: 1046.353516
	Iteration 28Q: 3 clusters Score -5437053 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -5437076.500000 Penalty: 1046.353516
	Iteration 29Q: 3 clusters Score -5437076 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57403 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5437075.000000 Penalty: 1046.353516
	Iteration 30Q: 3 clusters Score -5437075 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -5437064.000000 Penalty: 1046.353516
	Iteration 31Q: 3 clusters Score -5437064 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -5437075.000000 Penalty: 1046.353516
	Iteration 32Q: 3 clusters Score -5437075 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -5437062.000000 Penalty: 1046.353516
	Iteration 33Q: 3 clusters Score -5437062 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -5437066.000000 Penalty: 1046.353516
	Iteration 34Q: 3 clusters Score -5437066 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5437068.000000 Penalty: 1046.353516
	Iteration 35Q: 3 clusters Score -5437068 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -5437060.000000 Penalty: 1046.353516
	Iteration 36Q: 3 clusters Score -5437060 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -5437055.000000 Penalty: 1046.353516
	Iteration 37Q: 3 clusters Score -5437055 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -5437064.000000 Penalty: 1046.353516
	Iteration 38Q: 3 clusters Score -5437064 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -5437045.500000 Penalty: 1046.353516
	Iteration 39Q: 3 clusters Score -5437046 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -5437057.500000 Penalty: 1046.353516
	Iteration 40F: 3 clusters Score -5437058 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -5437047.500000 Penalty: 1046.353516
	Iteration 41Q: 3 clusters Score -5437048 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5437007 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5436996 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -5436983.000000 Penalty: 1046.353516
	Iteration 44Q: 3 clusters Score -5436983 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5436982 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5436967 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -5436963.000000 Penalty: 1046.353516
	Iteration 47Q: 3 clusters Score -5436963 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5436951 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5436942 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5436960 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5436946 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5436950 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62649 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -5436949.000000 Penalty: 1046.353516
	Iteration 53Q: 3 clusters Score -5436949 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -5436931.000000 Penalty: 1046.353516
	Iteration 54Q: 3 clusters Score -5436931 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5436932 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5436950 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -5436962.000000 Penalty: 1046.353516
	Iteration 57Q: 3 clusters Score -5436962 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -5436971.500000 Penalty: 1046.353516
	Iteration 58Q: 3 clusters Score -5436972 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -5436961.500000 Penalty: 1046.353516
	Iteration 59Q: 3 clusters Score -5436962 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -5436932.500000 Penalty: 1046.353516
	Iteration 60F: 3 clusters Score -5436932 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5436952 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5436955 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5436953 nChanged 375
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Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5436936 nChanged 442
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Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5436934 nChanged 486
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5436957 nChanged 510
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5436972 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5436948 nChanged 547
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5436912 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5436928 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5436854 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5436858 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71187 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5436874 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5436900 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5436834 nChanged 642
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73138 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5436768 nChanged 686
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Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5436726 nChanged 694
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5436744 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5436768 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5436808 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5436870 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5436909 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5436890 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5436898 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5436908 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 20300 members 
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	Iteration 86Q: 3 clusters Score -5436898 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5436882 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5436858 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5436846 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79310 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5436852 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5436806 nChanged 216
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5436770 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5436757 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5436764 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5436767 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5436760 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5436780 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5436803 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5436786 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81031 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5436766 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5436757 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5436746 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5436728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -5436718.000000 Penalty: 1046.353516
	Iteration 104Q: 3 clusters Score -5436718 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5436708 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5436695 nChanged 59
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Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5436690 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5436687 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5436688 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82017 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5436650 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5436666 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5436652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5436648 nChanged 55
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Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5436626 nChanged 24
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Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5436626 nChanged 6
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Mstep: Class 1 contains 82221 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5436626 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -5436629.500000 Penalty: 1046.353516
	Iteration 117Q: 3 clusters Score -5436630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5436628 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -5436622.000000 Penalty: 1046.353516
	Iteration 119Q: 3 clusters Score -5436622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5436650 nChanged 68
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Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5436636 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5436648 nChanged 52
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Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5436652 nChanged 8
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Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5436651 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5436654 nChanged 3
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Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5436642 nChanged 8
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Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5436638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5436637 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5436638 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5436636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -5436639.000000 Penalty: 1046.353516
	Iteration 131Q: 3 clusters Score -5436639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -5436635.500000 Penalty: 1046.353516
	Iteration 132Q: 3 clusters Score -5436636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -5436649.000000 Penalty: 1046.353516
	Iteration 133Q: 3 clusters Score -5436649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -5436645.500000 Penalty: 1046.353516
	Iteration 134Q: 3 clusters Score -5436646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -5436645.500000 Penalty: 1046.353516
	Iteration 135F: 3 clusters Score -5436646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 85180 members 
Mstep: Class 3 contains 3573 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 39036 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 58528 members 
Mstep: Class 8 contains 75879 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 30854 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 59580 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 82242 members 
Mstep: Class 19 contains 65895 members 
Mstep: Class 20 contains 41348 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 99547 members 
Mstep: Class 23 contains 69914 members 
Mstep: Class 24 contains 8680 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 15336 members 
Mstep: Class 27 contains 161155 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 24176 members 
Mstep: Class 31 contains 40812 members 
Mstep: Class 32 contains 25342 members 
Mstep: Class 33 contains 92223 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 138311 members 
Mstep: Class 37 contains 18256 members 
Mstep: Class 38 contains 75877 members 
Mstep: Class 39 contains 54549 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16486 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 66106 members 
Mstep: Class 44 contains 20945 members 
Mstep: Class 45 contains 5211 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 39748 members 
Mstep: Class 48 contains 20911 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6315 members 
Mstep: Class 51 contains 95607 members 
Mstep: Class 52 contains 9816 members 
Mstep: Class 53 contains 22181 members 
Mstep: Class 54 contains 16315 members 
Entering Unmasked Estep 
Score: -87467624.000000 Penalty: 35291.851562
Splitting cluster 18 changes total score from -87467600.000000 to -87467624.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 19 (65895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Entering Unmasked Estep 
Score: -3546888.750000 Penalty: 504.859711
	Iteration 0F: 2 clusters Score -3546889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -3502188.750000 Penalty: 1009.719421
	Iteration 0F: 3 clusters Score -3502189 nChanged 32258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -3521484.750000 Penalty: 1009.719421
	Iteration 1F: 3 clusters Score -3521485 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -3521978.750000 Penalty: 1009.719421
	Iteration 2Q: 3 clusters Score -3521979 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3522535.000000 Penalty: 1009.719421
	Iteration 3Q: 3 clusters Score -3522535 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -3523279.500000 Penalty: 1009.719421
	Iteration 4Q: 3 clusters Score -3523280 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3524443.750000 Penalty: 1009.719421
	Iteration 5Q: 3 clusters Score -3524444 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3526314.250000 Penalty: 1009.719421
	Iteration 6F: 3 clusters Score -3526314 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3529067.000000 Penalty: 1009.719421
	Iteration 7F: 3 clusters Score -3529067 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3532587.250000 Penalty: 1009.719421
	Iteration 8F: 3 clusters Score -3532587 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3536028.000000 Penalty: 1009.719421
	Iteration 9F: 3 clusters Score -3536028 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3538529.000000 Penalty: 1009.719421
	Iteration 10Q: 3 clusters Score -3538529 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3540254.250000 Penalty: 1009.719421
	Iteration 11Q: 3 clusters Score -3540254 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3541526.500000 Penalty: 1009.719421
	Iteration 12Q: 3 clusters Score -3541526 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3542490.750000 Penalty: 1009.719421
	Iteration 13Q: 3 clusters Score -3542491 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -3543365.500000 Penalty: 1009.719421
	Iteration 14Q: 3 clusters Score -3543366 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3544135.250000 Penalty: 1009.719421
	Iteration 15Q: 3 clusters Score -3544135 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3544765.250000 Penalty: 1009.719421
	Iteration 16Q: 3 clusters Score -3544765 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3545216.250000 Penalty: 1009.719421
	Iteration 17Q: 3 clusters Score -3545216 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3545554.250000 Penalty: 1009.719421
	Iteration 18Q: 3 clusters Score -3545554 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3545833.500000 Penalty: 1009.719421
	Iteration 19Q: 3 clusters Score -3545834 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3546018.500000 Penalty: 1009.719421
	Iteration 20F: 3 clusters Score -3546018 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3546148.500000 Penalty: 1009.719421
	Iteration 21Q: 3 clusters Score -3546148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3546244.750000 Penalty: 1009.719421
	Iteration 22Q: 3 clusters Score -3546245 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3546306.000000 Penalty: 1009.719421
	Iteration 23Q: 3 clusters Score -3546306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3546346.500000 Penalty: 1009.719421
	Iteration 24Q: 3 clusters Score -3546346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3546377.250000 Penalty: 1009.719421
	Iteration 25Q: 3 clusters Score -3546377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65726 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3546396.250000 Penalty: 1009.719421
	Iteration 26Q: 3 clusters Score -3546396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3546415.750000 Penalty: 1009.719421
	Iteration 27Q: 3 clusters Score -3546416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3546423.500000 Penalty: 1009.719421
	Iteration 28Q: 3 clusters Score -3546424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65759 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3546429.000000 Penalty: 1009.719421
	Iteration 29Q: 3 clusters Score -3546429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3546436.500000 Penalty: 1009.719421
	Iteration 30Q: 3 clusters Score -3546436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3546442.750000 Penalty: 1009.719421
	Iteration 31Q: 3 clusters Score -3546443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3546448.750000 Penalty: 1009.719421
	Iteration 32Q: 3 clusters Score -3546449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -3546453.500000 Penalty: 1009.719421
	Iteration 33Q: 3 clusters Score -3546454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -3546456.000000 Penalty: 1009.719421
	Iteration 34Q: 3 clusters Score -3546456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -3546457.500000 Penalty: 1009.719421
	Iteration 35Q: 3 clusters Score -3546458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -3546460.750000 Penalty: 1009.719421
	Iteration 36Q: 3 clusters Score -3546461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -3546463.500000 Penalty: 1009.719421
	Iteration 37Q: 3 clusters Score -3546464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -3546465.500000 Penalty: 1009.719421
	Iteration 38Q: 3 clusters Score -3546466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -3546468.500000 Penalty: 1009.719421
	Iteration 39Q: 3 clusters Score -3546468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -3546467.250000 Penalty: 1009.719421
	Iteration 40F: 3 clusters Score -3546467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -3546468.750000 Penalty: 1009.719421
	Iteration 41Q: 3 clusters Score -3546469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65805 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -3546468.750000 Penalty: 1009.719421
	Iteration 42F: 3 clusters Score -3546469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Entering Unmasked Estep 
Score: -2287580.250000 Penalty: 483.654968
	Iteration 0F: 2 clusters Score -2287580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2259874.500000 Penalty: 967.309937
	Iteration 0F: 3 clusters Score -2259874 nChanged 19949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2271667.250000 Penalty: 967.309937
	Iteration 1F: 3 clusters Score -2271667 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2272118.500000 Penalty: 967.309937
	Iteration 2Q: 3 clusters Score -2272118 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2272860.000000 Penalty: 967.309937
	Iteration 3Q: 3 clusters Score -2272860 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -2274161.500000 Penalty: 967.309937
	Iteration 4F: 3 clusters Score -2274162 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -2276529.500000 Penalty: 967.309937
	Iteration 5F: 3 clusters Score -2276530 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -2280174.000000 Penalty: 967.309937
	Iteration 6F: 3 clusters Score -2280174 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -2284181.250000 Penalty: 967.309937
	Iteration 7F: 3 clusters Score -2284181 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -2286460.750000 Penalty: 967.309937
	Iteration 8F: 3 clusters Score -2286461 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -2287018.750000 Penalty: 967.309937
	Iteration 9Q: 3 clusters Score -2287019 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -2287123.000000 Penalty: 967.309937
	Iteration 10Q: 3 clusters Score -2287123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -2287142.750000 Penalty: 967.309937
	Iteration 11Q: 3 clusters Score -2287143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -2287155.250000 Penalty: 967.309937
	Iteration 12Q: 3 clusters Score -2287155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -2287163.000000 Penalty: 967.309937
	Iteration 13Q: 3 clusters Score -2287163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -2287163.000000 Penalty: 967.309937
	Iteration 14F: 3 clusters Score -2287163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -89914.867188 Penalty: 338.553406
	Iteration 0F: 2 clusters Score -89914.87 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 903 members 
Entering Unmasked Estep 
Score: -88659.218750 Penalty: 677.106812
	Iteration 0F: 3 clusters Score -88659.22 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -89103.710938 Penalty: 677.106812
	Iteration 1F: 3 clusters Score -89103.71 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -89199.515625 Penalty: 677.106812
	Iteration 2F: 3 clusters Score -89199.52 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -89287.960938 Penalty: 677.106812
	Iteration 3F: 3 clusters Score -89287.96 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -89379.578125 Penalty: 677.106812
	Iteration 4F: 3 clusters Score -89379.58 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -89454.593750 Penalty: 677.106812
	Iteration 5F: 3 clusters Score -89454.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -89503.078125 Penalty: 677.106812
	Iteration 6Q: 3 clusters Score -89503.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -89543.046875 Penalty: 677.106812
	Iteration 7Q: 3 clusters Score -89543.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -89559.945312 Penalty: 677.106812
	Iteration 8Q: 3 clusters Score -89559.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -89565.929688 Penalty: 677.106812
	Iteration 9Q: 3 clusters Score -89565.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -89570.234375 Penalty: 677.106812
	Iteration 10Q: 3 clusters Score -89570.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -89574.031250 Penalty: 677.106812
	Iteration 11Q: 3 clusters Score -89574.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -89574.164062 Penalty: 677.106812
	Iteration 12Q: 3 clusters Score -89574.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -89574.164062 Penalty: 677.106812
	Iteration 13F: 3 clusters Score -89574.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (99547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99547 members 
Entering Unmasked Estep 
Score: -5439657.000000 Penalty: 523.631531
	Iteration 0F: 2 clusters Score -5439657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -5374312.500000 Penalty: 1047.263062
	Iteration 0F: 3 clusters Score -5374312 nChanged 48986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -5408614.500000 Penalty: 1047.263062
	Iteration 1F: 3 clusters Score -5408614 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -5416279.500000 Penalty: 1047.263062
	Iteration 2F: 3 clusters Score -5416280 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -5427248 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -5434888.500000 Penalty: 1047.263062
	Iteration 4F: 3 clusters Score -5434888 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -5437521.000000 Penalty: 1047.263062
	Iteration 5Q: 3 clusters Score -5437521 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66614 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5438753 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -5439513.500000 Penalty: 1047.263062
	Iteration 7Q: 3 clusters Score -5439514 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66580 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5439952 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -5440233.000000 Penalty: 1047.263062
	Iteration 9Q: 3 clusters Score -5440233 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -5440377.500000 Penalty: 1047.263062
	Iteration 10Q: 3 clusters Score -5440378 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -5440507.500000 Penalty: 1047.263062
	Iteration 11Q: 3 clusters Score -5440508 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -5440571.500000 Penalty: 1047.263062
	Iteration 12Q: 3 clusters Score -5440572 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -5440575.000000 Penalty: 1047.263062
	Iteration 13Q: 3 clusters Score -5440575 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -5440606.500000 Penalty: 1047.263062
	Iteration 14Q: 3 clusters Score -5440606 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -5440598.500000 Penalty: 1047.263062
	Iteration 15Q: 3 clusters Score -5440598 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -5440603.000000 Penalty: 1047.263062
	Iteration 16Q: 3 clusters Score -5440603 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -5440599.500000 Penalty: 1047.263062
	Iteration 17Q: 3 clusters Score -5440600 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -5440604.000000 Penalty: 1047.263062
	Iteration 18Q: 3 clusters Score -5440604 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -5440597.500000 Penalty: 1047.263062
	Iteration 19Q: 3 clusters Score -5440598 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -5440580.500000 Penalty: 1047.263062
	Iteration 20F: 3 clusters Score -5440580 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -5440562.500000 Penalty: 1047.263062
	Iteration 21Q: 3 clusters Score -5440562 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -5440555.000000 Penalty: 1047.263062
	Iteration 22Q: 3 clusters Score -5440555 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -5440555.000000 Penalty: 1047.263062
	Iteration 23Q: 3 clusters Score -5440555 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -5440504.500000 Penalty: 1047.263062
	Iteration 24Q: 3 clusters Score -5440504 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -5440471.000000 Penalty: 1047.263062
	Iteration 25Q: 3 clusters Score -5440471 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70225 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -5440462.000000 Penalty: 1047.263062
	Iteration 26Q: 3 clusters Score -5440462 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70610 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -5440465.500000 Penalty: 1047.263062
	Iteration 27Q: 3 clusters Score -5440466 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -5440487.500000 Penalty: 1047.263062
	Iteration 28Q: 3 clusters Score -5440488 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -5440488.000000 Penalty: 1047.263062
	Iteration 29Q: 3 clusters Score -5440488 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -5440464.500000 Penalty: 1047.263062
	Iteration 30Q: 3 clusters Score -5440464 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -5440472.500000 Penalty: 1047.263062
	Iteration 31Q: 3 clusters Score -5440472 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -5440475.500000 Penalty: 1047.263062
	Iteration 32Q: 3 clusters Score -5440476 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73317 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -5440450.000000 Penalty: 1047.263062
	Iteration 33Q: 3 clusters Score -5440450 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -5440412.500000 Penalty: 1047.263062
	Iteration 34Q: 3 clusters Score -5440412 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -5440390.500000 Penalty: 1047.263062
	Iteration 35Q: 3 clusters Score -5440390 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -5440438.000000 Penalty: 1047.263062
	Iteration 36Q: 3 clusters Score -5440438 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75339 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -5440428.500000 Penalty: 1047.263062
	Iteration 37Q: 3 clusters Score -5440428 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5440443.500000 Penalty: 1047.263062
	Iteration 38Q: 3 clusters Score -5440444 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -5440445.500000 Penalty: 1047.263062
	Iteration 39Q: 3 clusters Score -5440446 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76766 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -5440449.000000 Penalty: 1047.263062
	Iteration 40F: 3 clusters Score -5440449 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -5440436.000000 Penalty: 1047.263062
	Iteration 41Q: 3 clusters Score -5440436 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -5440435.000000 Penalty: 1047.263062
	Iteration 42Q: 3 clusters Score -5440435 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -5440435.000000 Penalty: 1047.263062
	Iteration 43Q: 3 clusters Score -5440435 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78280 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -5440442.500000 Penalty: 1047.263062
	Iteration 44Q: 3 clusters Score -5440442 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78602 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -5440404.000000 Penalty: 1047.263062
	Iteration 45Q: 3 clusters Score -5440404 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78920 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -5440357.500000 Penalty: 1047.263062
	Iteration 46Q: 3 clusters Score -5440358 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5440366.500000 Penalty: 1047.263062
	Iteration 47Q: 3 clusters Score -5440366 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -5440339.500000 Penalty: 1047.263062
	Iteration 48Q: 3 clusters Score -5440340 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79726 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -5440362.500000 Penalty: 1047.263062
	Iteration 49Q: 3 clusters Score -5440362 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -5440350.500000 Penalty: 1047.263062
	Iteration 50Q: 3 clusters Score -5440350 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -5440354.000000 Penalty: 1047.263062
	Iteration 51Q: 3 clusters Score -5440354 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -5440340.500000 Penalty: 1047.263062
	Iteration 52Q: 3 clusters Score -5440340 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -5440342.000000 Penalty: 1047.263062
	Iteration 53Q: 3 clusters Score -5440342 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81061 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -5440359.500000 Penalty: 1047.263062
	Iteration 54Q: 3 clusters Score -5440360 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -5440363.500000 Penalty: 1047.263062
	Iteration 55Q: 3 clusters Score -5440364 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81623 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -5440367.000000 Penalty: 1047.263062
	Iteration 56Q: 3 clusters Score -5440367 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -5440360.500000 Penalty: 1047.263062
	Iteration 57Q: 3 clusters Score -5440360 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -5440358.500000 Penalty: 1047.263062
	Iteration 58Q: 3 clusters Score -5440358 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -5440317.500000 Penalty: 1047.263062
	Iteration 59Q: 3 clusters Score -5440318 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -5440327.000000 Penalty: 1047.263062
	Iteration 60F: 3 clusters Score -5440327 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -5440308.500000 Penalty: 1047.263062
	Iteration 61Q: 3 clusters Score -5440308 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -5440316.500000 Penalty: 1047.263062
	Iteration 62Q: 3 clusters Score -5440316 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -5440336.500000 Penalty: 1047.263062
	Iteration 63Q: 3 clusters Score -5440336 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -5440334.000000 Penalty: 1047.263062
	Iteration 64Q: 3 clusters Score -5440334 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -5440329.500000 Penalty: 1047.263062
	Iteration 65Q: 3 clusters Score -5440330 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -5440306.500000 Penalty: 1047.263062
	Iteration 66Q: 3 clusters Score -5440306 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -5440305.500000 Penalty: 1047.263062
	Iteration 67Q: 3 clusters Score -5440306 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84696 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -5440297.000000 Penalty: 1047.263062
	Iteration 68Q: 3 clusters Score -5440297 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84923 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -5440289.500000 Penalty: 1047.263062
	Iteration 69Q: 3 clusters Score -5440290 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85165 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -5440308.500000 Penalty: 1047.263062
	Iteration 70Q: 3 clusters Score -5440308 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -5440304.000000 Penalty: 1047.263062
	Iteration 71Q: 3 clusters Score -5440304 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -5440325.500000 Penalty: 1047.263062
	Iteration 72Q: 3 clusters Score -5440326 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -5440323.500000 Penalty: 1047.263062
	Iteration 73Q: 3 clusters Score -5440324 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -5440314.500000 Penalty: 1047.263062
	Iteration 74Q: 3 clusters Score -5440314 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -5440286.500000 Penalty: 1047.263062
	Iteration 75Q: 3 clusters Score -5440286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86151 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5440298.000000 Penalty: 1047.263062
	Iteration 76Q: 3 clusters Score -5440298 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -5440299.000000 Penalty: 1047.263062
	Iteration 77Q: 3 clusters Score -5440299 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -5440307.000000 Penalty: 1047.263062
	Iteration 78Q: 3 clusters Score -5440307 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86519 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -5440296.500000 Penalty: 1047.263062
	Iteration 79Q: 3 clusters Score -5440296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86623 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -5440299.000000 Penalty: 1047.263062
	Iteration 80F: 3 clusters Score -5440299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86714 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -5440302.000000 Penalty: 1047.263062
	Iteration 81Q: 3 clusters Score -5440302 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86825 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -5440298.500000 Penalty: 1047.263062
	Iteration 82Q: 3 clusters Score -5440298 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86941 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -5440293.500000 Penalty: 1047.263062
	Iteration 83Q: 3 clusters Score -5440294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87054 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -5440277.500000 Penalty: 1047.263062
	Iteration 84Q: 3 clusters Score -5440278 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -5440259.500000 Penalty: 1047.263062
	Iteration 85Q: 3 clusters Score -5440260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5440252.000000 Penalty: 1047.263062
	Iteration 86Q: 3 clusters Score -5440252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87335 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -5440262.000000 Penalty: 1047.263062
	Iteration 87Q: 3 clusters Score -5440262 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5440262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -5440269.000000 Penalty: 1047.263062
	Iteration 89Q: 3 clusters Score -5440269 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87572 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -5440262.000000 Penalty: 1047.263062
	Iteration 90Q: 3 clusters Score -5440262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -5440261.000000 Penalty: 1047.263062
	Iteration 91Q: 3 clusters Score -5440261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87726 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -5440260.000000 Penalty: 1047.263062
	Iteration 92Q: 3 clusters Score -5440260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -5440249.500000 Penalty: 1047.263062
	Iteration 93Q: 3 clusters Score -5440250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -5440246.000000 Penalty: 1047.263062
	Iteration 94Q: 3 clusters Score -5440246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -5440239.000000 Penalty: 1047.263062
	Iteration 95Q: 3 clusters Score -5440239 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -5440233.000000 Penalty: 1047.263062
	Iteration 96Q: 3 clusters Score -5440233 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -5440236.000000 Penalty: 1047.263062
	Iteration 97Q: 3 clusters Score -5440236 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88141 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -5440246.000000 Penalty: 1047.263062
	Iteration 98Q: 3 clusters Score -5440246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -5440240.000000 Penalty: 1047.263062
	Iteration 99Q: 3 clusters Score -5440240 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -5440222.000000 Penalty: 1047.263062
	Iteration 100F: 3 clusters Score -5440222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88412 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -5440219.000000 Penalty: 1047.263062
	Iteration 101Q: 3 clusters Score -5440219 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88525 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -5440220.000000 Penalty: 1047.263062
	Iteration 102Q: 3 clusters Score -5440220 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88649 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -5440193.500000 Penalty: 1047.263062
	Iteration 103Q: 3 clusters Score -5440194 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -5440175.500000 Penalty: 1047.263062
	Iteration 104Q: 3 clusters Score -5440176 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88890 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -5440173.000000 Penalty: 1047.263062
	Iteration 105Q: 3 clusters Score -5440173 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -5440154.000000 Penalty: 1047.263062
	Iteration 106Q: 3 clusters Score -5440154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -5440152.000000 Penalty: 1047.263062
	Iteration 107Q: 3 clusters Score -5440152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89209 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -5440148.500000 Penalty: 1047.263062
	Iteration 108Q: 3 clusters Score -5440148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -5440131.500000 Penalty: 1047.263062
	Iteration 109Q: 3 clusters Score -5440132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -5440120.500000 Penalty: 1047.263062
	Iteration 110Q: 3 clusters Score -5440120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -5440132.500000 Penalty: 1047.263062
	Iteration 111Q: 3 clusters Score -5440132 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89616 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -5440125.000000 Penalty: 1047.263062
	Iteration 112Q: 3 clusters Score -5440125 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -5440111.500000 Penalty: 1047.263062
	Iteration 113Q: 3 clusters Score -5440112 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -5440093.500000 Penalty: 1047.263062
	Iteration 114Q: 3 clusters Score -5440094 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -5440089.500000 Penalty: 1047.263062
	Iteration 115Q: 3 clusters Score -5440090 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -5440092.000000 Penalty: 1047.263062
	Iteration 116Q: 3 clusters Score -5440092 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90391 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -5440086.000000 Penalty: 1047.263062
	Iteration 117Q: 3 clusters Score -5440086 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -5440057.500000 Penalty: 1047.263062
	Iteration 118Q: 3 clusters Score -5440058 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -5440046.500000 Penalty: 1047.263062
	Iteration 119Q: 3 clusters Score -5440046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -5440030.000000 Penalty: 1047.263062
	Iteration 120F: 3 clusters Score -5440030 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90962 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -5440028.500000 Penalty: 1047.263062
	Iteration 121Q: 3 clusters Score -5440028 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -5440005.500000 Penalty: 1047.263062
	Iteration 122Q: 3 clusters Score -5440006 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -5439995.000000 Penalty: 1047.263062
	Iteration 123Q: 3 clusters Score -5439995 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91502 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -5440008.000000 Penalty: 1047.263062
	Iteration 124Q: 3 clusters Score -5440008 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -5439996.000000 Penalty: 1047.263062
	Iteration 125Q: 3 clusters Score -5439996 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91872 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -5439974.000000 Penalty: 1047.263062
	Iteration 126Q: 3 clusters Score -5439974 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91988 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -5439966.500000 Penalty: 1047.263062
	Iteration 127Q: 3 clusters Score -5439966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -5439966.000000 Penalty: 1047.263062
	Iteration 128Q: 3 clusters Score -5439966 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92210 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -5439965.500000 Penalty: 1047.263062
	Iteration 129Q: 3 clusters Score -5439966 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92296 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -5439963.000000 Penalty: 1047.263062
	Iteration 130Q: 3 clusters Score -5439963 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -5439953.000000 Penalty: 1047.263062
	Iteration 131Q: 3 clusters Score -5439953 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92506 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -5439945.500000 Penalty: 1047.263062
	Iteration 132Q: 3 clusters Score -5439946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -5439941.000000 Penalty: 1047.263062
	Iteration 133Q: 3 clusters Score -5439941 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -5439949.000000 Penalty: 1047.263062
	Iteration 134Q: 3 clusters Score -5439949 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -5439938.000000 Penalty: 1047.263062
	Iteration 135Q: 3 clusters Score -5439938 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -5439944.500000 Penalty: 1047.263062
	Iteration 136Q: 3 clusters Score -5439944 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -5439922.000000 Penalty: 1047.263062
	Iteration 137Q: 3 clusters Score -5439922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -5439932.500000 Penalty: 1047.263062
	Iteration 138Q: 3 clusters Score -5439932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93288 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -5439943.000000 Penalty: 1047.263062
	Iteration 139Q: 3 clusters Score -5439943 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -5439939.500000 Penalty: 1047.263062
	Iteration 140F: 3 clusters Score -5439940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93400 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -5439938.000000 Penalty: 1047.263062
	Iteration 141Q: 3 clusters Score -5439938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93445 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -5439931.000000 Penalty: 1047.263062
	Iteration 142Q: 3 clusters Score -5439931 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93510 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -5439928.000000 Penalty: 1047.263062
	Iteration 143Q: 3 clusters Score -5439928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -5439934.500000 Penalty: 1047.263062
	Iteration 144Q: 3 clusters Score -5439934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93625 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -5439926.500000 Penalty: 1047.263062
	Iteration 145Q: 3 clusters Score -5439926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -5439919.000000 Penalty: 1047.263062
	Iteration 146Q: 3 clusters Score -5439919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -5439896.000000 Penalty: 1047.263062
	Iteration 147Q: 3 clusters Score -5439896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -5439898.000000 Penalty: 1047.263062
	Iteration 148Q: 3 clusters Score -5439898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -5439894.000000 Penalty: 1047.263062
	Iteration 149Q: 3 clusters Score -5439894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93774 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -5439897.000000 Penalty: 1047.263062
	Iteration 150Q: 3 clusters Score -5439897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -5439897.000000 Penalty: 1047.263062
	Iteration 151Q: 3 clusters Score -5439897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93798 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -5439897.000000 Penalty: 1047.263062
	Iteration 152Q: 3 clusters Score -5439897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -5439895.000000 Penalty: 1047.263062
	Iteration 153Q: 3 clusters Score -5439895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -5439898.000000 Penalty: 1047.263062
	Iteration 154Q: 3 clusters Score -5439898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -5439895.500000 Penalty: 1047.263062
	Iteration 155Q: 3 clusters Score -5439896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -5439884.500000 Penalty: 1047.263062
	Iteration 156Q: 3 clusters Score -5439884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93834 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -5439889.000000 Penalty: 1047.263062
	Iteration 157Q: 3 clusters Score -5439889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93842 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -5439895.500000 Penalty: 1047.263062
	Iteration 158Q: 3 clusters Score -5439896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -5439883.500000 Penalty: 1047.263062
	Iteration 159Q: 3 clusters Score -5439884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -5439877.500000 Penalty: 1047.263062
	Iteration 160F: 3 clusters Score -5439878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -5439873.500000 Penalty: 1047.263062
	Iteration 161Q: 3 clusters Score -5439874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -5439881.000000 Penalty: 1047.263062
	Iteration 162Q: 3 clusters Score -5439881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -5439881.500000 Penalty: 1047.263062
	Iteration 163Q: 3 clusters Score -5439882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -5439881.500000 Penalty: 1047.263062
	Iteration 164F: 3 clusters Score -5439882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 85180 members 
Mstep: Class 3 contains 3573 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 39036 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 58528 members 
Mstep: Class 8 contains 75879 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 30854 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 59580 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 82242 members 
Mstep: Class 19 contains 65895 members 
Mstep: Class 20 contains 41348 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 93876 members 
Mstep: Class 23 contains 69914 members 
Mstep: Class 24 contains 8680 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 15336 members 
Mstep: Class 27 contains 161155 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 24176 members 
Mstep: Class 31 contains 40812 members 
Mstep: Class 32 contains 25342 members 
Mstep: Class 33 contains 92223 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 138311 members 
Mstep: Class 37 contains 18256 members 
Mstep: Class 38 contains 75877 members 
Mstep: Class 39 contains 54549 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16486 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 66106 members 
Mstep: Class 44 contains 20945 members 
Mstep: Class 45 contains 5211 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 39748 members 
Mstep: Class 48 contains 20911 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6315 members 
Mstep: Class 51 contains 95607 members 
Mstep: Class 52 contains 9816 members 
Mstep: Class 53 contains 22181 members 
Mstep: Class 54 contains 16315 members 
Mstep: Class 55 contains 5671 members 
Entering Unmasked Estep 
Score: -87467560.000000 Penalty: 35945.406250
Splitting cluster 22 changes total score from -87467600.000000 to -87467560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (69914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Entering Unmasked Estep 
Score: -3681970.500000 Penalty: 507.553497
	Iteration 0F: 2 clusters Score -3681970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -3634874.000000 Penalty: 1015.106995
	Iteration 0F: 3 clusters Score -3634874 nChanged 34023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3655778.000000 Penalty: 1015.106995
	Iteration 1F: 3 clusters Score -3655778 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3657154.250000 Penalty: 1015.106995
	Iteration 2Q: 3 clusters Score -3657154 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3659448.000000 Penalty: 1015.106995
	Iteration 3F: 3 clusters Score -3659448 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3663356.250000 Penalty: 1015.106995
	Iteration 4F: 3 clusters Score -3663356 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3669055.000000 Penalty: 1015.106995
	Iteration 5F: 3 clusters Score -3669055 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3675035.250000 Penalty: 1015.106995
	Iteration 6F: 3 clusters Score -3675035 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3678922.750000 Penalty: 1015.106995
	Iteration 7F: 3 clusters Score -3678923 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3680587.250000 Penalty: 1015.106995
	Iteration 8Q: 3 clusters Score -3680587 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3681166.000000 Penalty: 1015.106995
	Iteration 9Q: 3 clusters Score -3681166 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69374 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3681410.750000 Penalty: 1015.106995
	Iteration 10Q: 3 clusters Score -3681411 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3681472.750000 Penalty: 1015.106995
	Iteration 11Q: 3 clusters Score -3681473 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69486 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3681510.250000 Penalty: 1015.106995
	Iteration 12Q: 3 clusters Score -3681510 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3681541.500000 Penalty: 1015.106995
	Iteration 13Q: 3 clusters Score -3681542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3681556.500000 Penalty: 1015.106995
	Iteration 14Q: 3 clusters Score -3681556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3681571.000000 Penalty: 1015.106995
	Iteration 15Q: 3 clusters Score -3681571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3681574.250000 Penalty: 1015.106995
	Iteration 16Q: 3 clusters Score -3681574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3681585.500000 Penalty: 1015.106995
	Iteration 17Q: 3 clusters Score -3681586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3681595.500000 Penalty: 1015.106995
	Iteration 18Q: 3 clusters Score -3681596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3681601.250000 Penalty: 1015.106995
	Iteration 19Q: 3 clusters Score -3681601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69624 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3681606.500000 Penalty: 1015.106995
	Iteration 20F: 3 clusters Score -3681606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69626 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3681611.750000 Penalty: 1015.106995
	Iteration 21Q: 3 clusters Score -3681612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3681617.500000 Penalty: 1015.106995
	Iteration 22Q: 3 clusters Score -3681618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3681619.500000 Penalty: 1015.106995
	Iteration 23Q: 3 clusters Score -3681620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3681628.000000 Penalty: 1015.106995
	Iteration 24Q: 3 clusters Score -3681628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3681627.000000 Penalty: 1015.106995
	Iteration 25Q: 3 clusters Score -3681627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3681632.750000 Penalty: 1015.106995
	Iteration 26Q: 3 clusters Score -3681633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3681635.000000 Penalty: 1015.106995
	Iteration 27Q: 3 clusters Score -3681635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3681639.250000 Penalty: 1015.106995
	Iteration 28Q: 3 clusters Score -3681639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3681639.250000 Penalty: 1015.106995
	Iteration 29Q: 3 clusters Score -3681639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3681641.250000 Penalty: 1015.106995
	Iteration 30Q: 3 clusters Score -3681641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3681640.750000 Penalty: 1015.106995
	Iteration 31Q: 3 clusters Score -3681641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3681640.000000 Penalty: 1015.106995
	Iteration 32Q: 3 clusters Score -3681640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3681644.750000 Penalty: 1015.106995
	Iteration 33Q: 3 clusters Score -3681645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3681644.250000 Penalty: 1015.106995
	Iteration 34Q: 3 clusters Score -3681644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3681644.250000 Penalty: 1015.106995
	Iteration 35Q: 3 clusters Score -3681644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3681644.500000 Penalty: 1015.106995
	Iteration 36Q: 3 clusters Score -3681644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3681647.500000 Penalty: 1015.106995
	Iteration 37Q: 3 clusters Score -3681648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3681647.500000 Penalty: 1015.106995
	Iteration 38F: 3 clusters Score -3681648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Entering Unmasked Estep 
Score: -433154.500000 Penalty: 412.629364
	Iteration 0F: 2 clusters Score -433154.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -427336.968750 Penalty: 825.258728
	Iteration 0F: 3 clusters Score -427337 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -429864.031250 Penalty: 825.258728
	Iteration 1F: 3 clusters Score -429864 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -430259.812500 Penalty: 825.258728
	Iteration 2F: 3 clusters Score -430259.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -430783.937500 Penalty: 825.258728
	Iteration 3F: 3 clusters Score -430783.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -431288.968750 Penalty: 825.258728
	Iteration 4F: 3 clusters Score -431289 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -431657.406250 Penalty: 825.258728
	Iteration 5Q: 3 clusters Score -431657.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -431879.875000 Penalty: 825.258728
	Iteration 6Q: 3 clusters Score -431879.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -432006.593750 Penalty: 825.258728
	Iteration 7Q: 3 clusters Score -432006.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -432118.093750 Penalty: 825.258728
	Iteration 8Q: 3 clusters Score -432118.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -432222.312500 Penalty: 825.258728
	Iteration 9Q: 3 clusters Score -432222.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -432309.250000 Penalty: 825.258728
	Iteration 10Q: 3 clusters Score -432309.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -432400.781250 Penalty: 825.258728
	Iteration 11Q: 3 clusters Score -432400.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -432492.906250 Penalty: 825.258728
	Iteration 12Q: 3 clusters Score -432492.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -432567.968750 Penalty: 825.258728
	Iteration 13Q: 3 clusters Score -432568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -432626.468750 Penalty: 825.258728
	Iteration 14Q: 3 clusters Score -432626.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -432671.468750 Penalty: 825.258728
	Iteration 15Q: 3 clusters Score -432671.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -432708.062500 Penalty: 825.258728
	Iteration 16Q: 3 clusters Score -432708.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -432735.812500 Penalty: 825.258728
	Iteration 17Q: 3 clusters Score -432735.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -432749.187500 Penalty: 825.258728
	Iteration 18Q: 3 clusters Score -432749.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -432758.531250 Penalty: 825.258728
	Iteration 19Q: 3 clusters Score -432758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -432764.343750 Penalty: 825.258728
	Iteration 20F: 3 clusters Score -432764.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -432771.968750 Penalty: 825.258728
	Iteration 21Q: 3 clusters Score -432772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -432775.625000 Penalty: 825.258728
	Iteration 22Q: 3 clusters Score -432775.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -432778.093750 Penalty: 825.258728
	Iteration 23Q: 3 clusters Score -432778.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -432778.093750 Penalty: 825.258728
	Iteration 24F: 3 clusters Score -432778.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Entering Unmasked Estep 
Score: -150265.343750 Penalty: 360.164948
	Iteration 0F: 2 clusters Score -150265.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -148405.500000 Penalty: 720.329895
	Iteration 0F: 3 clusters Score -148405.5 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -149052.046875 Penalty: 720.329895
	Iteration 1F: 3 clusters Score -149052 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -149166.093750 Penalty: 720.329895
	Iteration 2F: 3 clusters Score -149166.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -149287.328125 Penalty: 720.329895
	Iteration 3F: 3 clusters Score -149287.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -149409.906250 Penalty: 720.329895
	Iteration 4F: 3 clusters Score -149409.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -149516.890625 Penalty: 720.329895
	Iteration 5Q: 3 clusters Score -149516.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -149611.140625 Penalty: 720.329895
	Iteration 6Q: 3 clusters Score -149611.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -149689.250000 Penalty: 720.329895
	Iteration 7Q: 3 clusters Score -149689.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -149739.656250 Penalty: 720.329895
	Iteration 8Q: 3 clusters Score -149739.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -149767.953125 Penalty: 720.329895
	Iteration 9Q: 3 clusters Score -149768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -149776.203125 Penalty: 720.329895
	Iteration 10Q: 3 clusters Score -149776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -149780.625000 Penalty: 720.329895
	Iteration 11Q: 3 clusters Score -149780.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -149784.062500 Penalty: 720.329895
	Iteration 12Q: 3 clusters Score -149784.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -149787.171875 Penalty: 720.329895
	Iteration 13Q: 3 clusters Score -149787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -149789.328125 Penalty: 720.329895
	Iteration 14Q: 3 clusters Score -149789.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -149791.203125 Penalty: 720.329895
	Iteration 15Q: 3 clusters Score -149791.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -149794.000000 Penalty: 720.329895
	Iteration 16Q: 3 clusters Score -149794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -149797.734375 Penalty: 720.329895
	Iteration 17Q: 3 clusters Score -149797.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -149803.187500 Penalty: 720.329895
	Iteration 18Q: 3 clusters Score -149803.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -149809.781250 Penalty: 720.329895
	Iteration 19Q: 3 clusters Score -149809.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -149817.125000 Penalty: 720.329895
	Iteration 20F: 3 clusters Score -149817.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -149821.609375 Penalty: 720.329895
	Iteration 21Q: 3 clusters Score -149821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -149824.921875 Penalty: 720.329895
	Iteration 22Q: 3 clusters Score -149824.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -149826.312500 Penalty: 720.329895
	Iteration 23Q: 3 clusters Score -149826.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -149827.187500 Penalty: 720.329895
	Iteration 24Q: 3 clusters Score -149827.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -149827.531250 Penalty: 720.329895
	Iteration 25Q: 3 clusters Score -149827.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -149827.531250 Penalty: 720.329895
	Iteration 26F: 3 clusters Score -149827.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Entering Unmasked Estep 
Score: -802764.000000 Penalty: 438.527100
	Iteration 0F: 2 clusters Score -802764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -792532.437500 Penalty: 877.054199
	Iteration 0F: 3 clusters Score -792532.4 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -796956.687500 Penalty: 877.054199
	Iteration 1F: 3 clusters Score -796956.7 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -797557.625000 Penalty: 877.054199
	Iteration 2F: 3 clusters Score -797557.6 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -798442.250000 Penalty: 877.054199
	Iteration 3F: 3 clusters Score -798442.2 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -799567.437500 Penalty: 877.054199
	Iteration 4F: 3 clusters Score -799567.4 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -800675.937500 Penalty: 877.054199
	Iteration 5F: 3 clusters Score -800675.9 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -801555.625000 Penalty: 877.054199
	Iteration 6F: 3 clusters Score -801555.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -802046.312500 Penalty: 877.054199
	Iteration 7Q: 3 clusters Score -802046.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -802258.625000 Penalty: 877.054199
	Iteration 8Q: 3 clusters Score -802258.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -802345.375000 Penalty: 877.054199
	Iteration 9Q: 3 clusters Score -802345.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -802374.062500 Penalty: 877.054199
	Iteration 10Q: 3 clusters Score -802374.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -802397.875000 Penalty: 877.054199
	Iteration 11Q: 3 clusters Score -802397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -802408.312500 Penalty: 877.054199
	Iteration 12Q: 3 clusters Score -802408.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -802411.312500 Penalty: 877.054199
	Iteration 13Q: 3 clusters Score -802411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -802411.062500 Penalty: 877.054199
	Iteration 14Q: 3 clusters Score -802411.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -802411.062500 Penalty: 877.054199
	Iteration 15F: 3 clusters Score -802411.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (161155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Entering Unmasked Estep 
Score: -8348810.000000 Penalty: 545.550537
	Iteration 0F: 2 clusters Score -8348810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 80151 members 
Entering Unmasked Estep 
Score: -8240915.500000 Penalty: 1091.101074
	Iteration 0F: 3 clusters Score -8240916 nChanged 78953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -8291928.000000 Penalty: 1091.101074
	Iteration 1F: 3 clusters Score -8291928 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -8297331.500000 Penalty: 1091.101074
	Iteration 2F: 3 clusters Score -8297332 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117704 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -8306610.500000 Penalty: 1091.101074
	Iteration 3F: 3 clusters Score -8306610 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130955 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -8319263.500000 Penalty: 1091.101074
	Iteration 4F: 3 clusters Score -8319264 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143004 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -8331215.000000 Penalty: 1091.101074
	Iteration 5F: 3 clusters Score -8331215 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151266 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -8339876.000000 Penalty: 1091.101074
	Iteration 6F: 3 clusters Score -8339876 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156253 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -8344582.000000 Penalty: 1091.101074
	Iteration 7Q: 3 clusters Score -8344582 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158859 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8346682.500000 Penalty: 1091.101074
	Iteration 8Q: 3 clusters Score -8346682 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8347662.500000 Penalty: 1091.101074
	Iteration 9Q: 3 clusters Score -8347662 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160754 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8348056.500000 Penalty: 1091.101074
	Iteration 10Q: 3 clusters Score -8348056 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160970 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8348196.500000 Penalty: 1091.101074
	Iteration 11Q: 3 clusters Score -8348196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161047 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8348266.500000 Penalty: 1091.101074
	Iteration 12Q: 3 clusters Score -8348266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161071 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8348297.000000 Penalty: 1091.101074
	Iteration 13Q: 3 clusters Score -8348297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8348308.000000 Penalty: 1091.101074
	Iteration 14Q: 3 clusters Score -8348308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161083 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8348311.500000 Penalty: 1091.101074
	Iteration 15Q: 3 clusters Score -8348312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161086 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8348319.000000 Penalty: 1091.101074
	Iteration 16Q: 3 clusters Score -8348319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161087 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8348321.500000 Penalty: 1091.101074
	Iteration 17Q: 3 clusters Score -8348322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161086 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -8348327.000000 Penalty: 1091.101074
	Iteration 18Q: 3 clusters Score -8348327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161087 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8348324.000000 Penalty: 1091.101074
	Iteration 19Q: 3 clusters Score -8348324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161087 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8348324.000000 Penalty: 1091.101074
	Iteration 20F: 3 clusters Score -8348324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Entering Unmasked Estep 
Score: -181180.062500 Penalty: 369.364838
	Iteration 0F: 2 clusters Score -181180.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -178825.421875 Penalty: 738.729675
	Iteration 0F: 3 clusters Score -178825.4 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -179726.625000 Penalty: 738.729675
	Iteration 1F: 3 clusters Score -179726.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -179872.562500 Penalty: 738.729675
	Iteration 2F: 3 clusters Score -179872.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -180018.968750 Penalty: 738.729675
	Iteration 3F: 3 clusters Score -180019 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -180214.593750 Penalty: 738.729675
	Iteration 4F: 3 clusters Score -180214.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -180428.875000 Penalty: 738.729675
	Iteration 5F: 3 clusters Score -180428.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -180579.796875 Penalty: 738.729675
	Iteration 6F: 3 clusters Score -180579.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -180663.828125 Penalty: 738.729675
	Iteration 7Q: 3 clusters Score -180663.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -180715.671875 Penalty: 738.729675
	Iteration 8Q: 3 clusters Score -180715.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -180746.734375 Penalty: 738.729675
	Iteration 9Q: 3 clusters Score -180746.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -180781.734375 Penalty: 738.729675
	Iteration 10Q: 3 clusters Score -180781.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -180821.046875 Penalty: 738.729675
	Iteration 11Q: 3 clusters Score -180821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -180859.796875 Penalty: 738.729675
	Iteration 12Q: 3 clusters Score -180859.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -180892.937500 Penalty: 738.729675
	Iteration 13Q: 3 clusters Score -180892.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -180926.562500 Penalty: 738.729675
	Iteration 14Q: 3 clusters Score -180926.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -180959.250000 Penalty: 738.729675
	Iteration 15Q: 3 clusters Score -180959.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -180990.984375 Penalty: 738.729675
	Iteration 16Q: 3 clusters Score -180991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -181004.937500 Penalty: 738.729675
	Iteration 17Q: 3 clusters Score -181004.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -181013.781250 Penalty: 738.729675
	Iteration 18Q: 3 clusters Score -181013.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -181016.531250 Penalty: 738.729675
	Iteration 19Q: 3 clusters Score -181016.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -181018.953125 Penalty: 738.729675
	Iteration 20F: 3 clusters Score -181019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -181021.703125 Penalty: 738.729675
	Iteration 21Q: 3 clusters Score -181021.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -181024.171875 Penalty: 738.729675
	Iteration 22Q: 3 clusters Score -181024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -181024.937500 Penalty: 738.729675
	Iteration 23Q: 3 clusters Score -181024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -181025.359375 Penalty: 738.729675
	Iteration 24Q: 3 clusters Score -181025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -181025.156250 Penalty: 738.729675
	Iteration 25Q: 3 clusters Score -181025.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -181026.406250 Penalty: 738.729675
	Iteration 26Q: 3 clusters Score -181026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -181026.546875 Penalty: 738.729675
	Iteration 27Q: 3 clusters Score -181026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -181026.687500 Penalty: 738.729675
	Iteration 28Q: 3 clusters Score -181026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -181027.046875 Penalty: 738.729675
	Iteration 29Q: 3 clusters Score -181027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -181027.015625 Penalty: 738.729675
	Iteration 30Q: 3 clusters Score -181027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -181027.015625 Penalty: 738.729675
	Iteration 31F: 3 clusters Score -181027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -33006.753906 Penalty: 295.945099
	Iteration 0F: 2 clusters Score -33006.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -32426.509766 Penalty: 591.890198
	Iteration 0F: 3 clusters Score -32426.51 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -32566.445312 Penalty: 591.890198
	Iteration 1F: 3 clusters Score -32566.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -32584.900391 Penalty: 591.890198
	Iteration 2F: 3 clusters Score -32584.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -32597.121094 Penalty: 591.890198
	Iteration 3Q: 3 clusters Score -32597.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32607.304688 Penalty: 591.890198
	Iteration 4Q: 3 clusters Score -32607.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -32613.380859 Penalty: 591.890198
	Iteration 5Q: 3 clusters Score -32613.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32622.244141 Penalty: 591.890198
	Iteration 6Q: 3 clusters Score -32622.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -32632.556641 Penalty: 591.890198
	Iteration 7Q: 3 clusters Score -32632.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -32647.326172 Penalty: 591.890198
	Iteration 8Q: 3 clusters Score -32647.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32660.642578 Penalty: 591.890198
	Iteration 9Q: 3 clusters Score -32660.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -32673.929688 Penalty: 591.890198
	Iteration 10Q: 3 clusters Score -32673.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32689.070312 Penalty: 591.890198
	Iteration 11Q: 3 clusters Score -32689.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32698.250000 Penalty: 591.890198
	Iteration 12Q: 3 clusters Score -32698.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32707.726562 Penalty: 591.890198
	Iteration 13Q: 3 clusters Score -32707.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32714.078125 Penalty: 591.890198
	Iteration 14Q: 3 clusters Score -32714.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32715.806641 Penalty: 591.890198
	Iteration 15Q: 3 clusters Score -32715.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32718.789062 Penalty: 591.890198
	Iteration 16Q: 3 clusters Score -32718.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32722.644531 Penalty: 591.890198
	Iteration 17Q: 3 clusters Score -32722.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32728.167969 Penalty: 591.890198
	Iteration 18Q: 3 clusters Score -32728.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32731.191406 Penalty: 591.890198
	Iteration 19Q: 3 clusters Score -32731.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32733.982422 Penalty: 591.890198
	Iteration 20F: 3 clusters Score -32733.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32736.666016 Penalty: 591.890198
	Iteration 21Q: 3 clusters Score -32736.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32740.595703 Penalty: 591.890198
	Iteration 22Q: 3 clusters Score -32740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32745.945312 Penalty: 591.890198
	Iteration 23Q: 3 clusters Score -32745.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32747.281250 Penalty: 591.890198
	Iteration 24Q: 3 clusters Score -32747.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32747.281250 Penalty: 591.890198
	Iteration 25F: 3 clusters Score -32747.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Entering Unmasked Estep 
Score: -1344968.375000 Penalty: 459.236755
	Iteration 0F: 2 clusters Score -1344968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1328781.000000 Penalty: 918.473511
	Iteration 0F: 3 clusters Score -1328781 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1335862.625000 Penalty: 918.473511
	Iteration 1F: 3 clusters Score -1335863 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1336692.375000 Penalty: 918.473511
	Iteration 2F: 3 clusters Score -1336692 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1338141.250000 Penalty: 918.473511
	Iteration 3F: 3 clusters Score -1338141 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1340249.625000 Penalty: 918.473511
	Iteration 4F: 3 clusters Score -1340250 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1342472.125000 Penalty: 918.473511
	Iteration 5F: 3 clusters Score -1342472 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1343868.750000 Penalty: 918.473511
	Iteration 6F: 3 clusters Score -1343869 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1344388.375000 Penalty: 918.473511
	Iteration 7Q: 3 clusters Score -1344388 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -1344521.625000 Penalty: 918.473511
	Iteration 8Q: 3 clusters Score -1344522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -1344557.375000 Penalty: 918.473511
	Iteration 9Q: 3 clusters Score -1344557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -1344597.750000 Penalty: 918.473511
	Iteration 10Q: 3 clusters Score -1344598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -1344635.375000 Penalty: 918.473511
	Iteration 11Q: 3 clusters Score -1344635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -1344655.875000 Penalty: 918.473511
	Iteration 12Q: 3 clusters Score -1344656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1344673.000000 Penalty: 918.473511
	Iteration 13Q: 3 clusters Score -1344673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1344682.125000 Penalty: 918.473511
	Iteration 14Q: 3 clusters Score -1344682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1344691.500000 Penalty: 918.473511
	Iteration 15Q: 3 clusters Score -1344692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1344694.250000 Penalty: 918.473511
	Iteration 16Q: 3 clusters Score -1344694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1344694.625000 Penalty: 918.473511
	Iteration 17Q: 3 clusters Score -1344695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1344696.250000 Penalty: 918.473511
	Iteration 18Q: 3 clusters Score -1344696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1344697.125000 Penalty: 918.473511
	Iteration 19Q: 3 clusters Score -1344697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1344701.125000 Penalty: 918.473511
	Iteration 20F: 3 clusters Score -1344701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1344703.375000 Penalty: 918.473511
	Iteration 21Q: 3 clusters Score -1344703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1344704.750000 Penalty: 918.473511
	Iteration 22Q: 3 clusters Score -1344705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1344705.750000 Penalty: 918.473511
	Iteration 23Q: 3 clusters Score -1344706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1344705.000000 Penalty: 918.473511
	Iteration 24Q: 3 clusters Score -1344705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1344705.000000 Penalty: 918.473511
	Iteration 25F: 3 clusters Score -1344705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Entering Unmasked Estep 
Score: -2051609.375000 Penalty: 483.061279
	Iteration 0F: 2 clusters Score -2051609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2024071.125000 Penalty: 966.122559
	Iteration 0F: 3 clusters Score -2024071 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2036026.500000 Penalty: 966.122559
	Iteration 1F: 3 clusters Score -2036026 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2036715.625000 Penalty: 966.122559
	Iteration 2Q: 3 clusters Score -2036716 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2037753.500000 Penalty: 966.122559
	Iteration 3F: 3 clusters Score -2037754 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2039526.000000 Penalty: 966.122559
	Iteration 4F: 3 clusters Score -2039526 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2041976.625000 Penalty: 966.122559
	Iteration 5F: 3 clusters Score -2041977 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2044326.750000 Penalty: 966.122559
	Iteration 6F: 3 clusters Score -2044327 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2046067.000000 Penalty: 966.122559
	Iteration 7F: 3 clusters Score -2046067 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2047362.375000 Penalty: 966.122559
	Iteration 8Q: 3 clusters Score -2047362 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2048332.250000 Penalty: 966.122559
	Iteration 9Q: 3 clusters Score -2048332 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2049069.125000 Penalty: 966.122559
	Iteration 10Q: 3 clusters Score -2049069 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2049548.250000 Penalty: 966.122559
	Iteration 11Q: 3 clusters Score -2049548 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2049817.625000 Penalty: 966.122559
	Iteration 12Q: 3 clusters Score -2049818 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2049958.750000 Penalty: 966.122559
	Iteration 13Q: 3 clusters Score -2049959 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2050040.125000 Penalty: 966.122559
	Iteration 14Q: 3 clusters Score -2050040 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2050107.875000 Penalty: 966.122559
	Iteration 15Q: 3 clusters Score -2050108 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2050151.750000 Penalty: 966.122559
	Iteration 16Q: 3 clusters Score -2050152 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2050192.125000 Penalty: 966.122559
	Iteration 17Q: 3 clusters Score -2050192 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2050227.000000 Penalty: 966.122559
	Iteration 18Q: 3 clusters Score -2050227 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2050252.500000 Penalty: 966.122559
	Iteration 19Q: 3 clusters Score -2050252 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2050275.625000 Penalty: 966.122559
	Iteration 20F: 3 clusters Score -2050276 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2050291.750000 Penalty: 966.122559
	Iteration 21Q: 3 clusters Score -2050292 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2050322.125000 Penalty: 966.122559
	Iteration 22Q: 3 clusters Score -2050322 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2050335.750000 Penalty: 966.122559
	Iteration 23Q: 3 clusters Score -2050336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2050356.750000 Penalty: 966.122559
	Iteration 24Q: 3 clusters Score -2050357 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2050383.625000 Penalty: 966.122559
	Iteration 25Q: 3 clusters Score -2050384 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2050399.500000 Penalty: 966.122559
	Iteration 26Q: 3 clusters Score -2050400 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2050423.750000 Penalty: 966.122559
	Iteration 27Q: 3 clusters Score -2050424 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2050438.875000 Penalty: 966.122559
	Iteration 28Q: 3 clusters Score -2050439 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2050465.500000 Penalty: 966.122559
	Iteration 29Q: 3 clusters Score -2050466 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2050480.250000 Penalty: 966.122559
	Iteration 30Q: 3 clusters Score -2050480 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2050499.750000 Penalty: 966.122559
	Iteration 31Q: 3 clusters Score -2050500 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2050517.750000 Penalty: 966.122559
	Iteration 32Q: 3 clusters Score -2050518 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2050535.250000 Penalty: 966.122559
	Iteration 33Q: 3 clusters Score -2050535 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2050541.875000 Penalty: 966.122559
	Iteration 34Q: 3 clusters Score -2050542 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2050561.375000 Penalty: 966.122559
	Iteration 35Q: 3 clusters Score -2050561 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2050583.625000 Penalty: 966.122559
	Iteration 36Q: 3 clusters Score -2050584 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2050601.875000 Penalty: 966.122559
	Iteration 37Q: 3 clusters Score -2050602 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2050622.875000 Penalty: 966.122559
	Iteration 38Q: 3 clusters Score -2050623 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2050640.250000 Penalty: 966.122559
	Iteration 39Q: 3 clusters Score -2050640 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2050658.125000 Penalty: 966.122559
	Iteration 40F: 3 clusters Score -2050658 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2050683.250000 Penalty: 966.122559
	Iteration 41Q: 3 clusters Score -2050683 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2050703.750000 Penalty: 966.122559
	Iteration 42Q: 3 clusters Score -2050704 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2050727.875000 Penalty: 966.122559
	Iteration 43Q: 3 clusters Score -2050728 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2050738.000000 Penalty: 966.122559
	Iteration 44Q: 3 clusters Score -2050738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2050752.875000 Penalty: 966.122559
	Iteration 45Q: 3 clusters Score -2050753 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2050766.500000 Penalty: 966.122559
	Iteration 46Q: 3 clusters Score -2050766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2050775.500000 Penalty: 966.122559
	Iteration 47Q: 3 clusters Score -2050776 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2050784.875000 Penalty: 966.122559
	Iteration 48Q: 3 clusters Score -2050785 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2050788.500000 Penalty: 966.122559
	Iteration 49Q: 3 clusters Score -2050788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2050808.625000 Penalty: 966.122559
	Iteration 50Q: 3 clusters Score -2050809 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2050828.000000 Penalty: 966.122559
	Iteration 51Q: 3 clusters Score -2050828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2050839.375000 Penalty: 966.122559
	Iteration 52Q: 3 clusters Score -2050839 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2050847.625000 Penalty: 966.122559
	Iteration 53Q: 3 clusters Score -2050848 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2050861.500000 Penalty: 966.122559
	Iteration 54Q: 3 clusters Score -2050862 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2050871.375000 Penalty: 966.122559
	Iteration 55Q: 3 clusters Score -2050871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2050867.250000 Penalty: 966.122559
	Iteration 56Q: 3 clusters Score -2050867 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2050880.250000 Penalty: 966.122559
	Iteration 57Q: 3 clusters Score -2050880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2050884.500000 Penalty: 966.122559
	Iteration 58Q: 3 clusters Score -2050884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2050887.125000 Penalty: 966.122559
	Iteration 59Q: 3 clusters Score -2050887 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2050887.000000 Penalty: 966.122559
	Iteration 60F: 3 clusters Score -2050887 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2050892.750000 Penalty: 966.122559
	Iteration 61Q: 3 clusters Score -2050893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2050900.375000 Penalty: 966.122559
	Iteration 62Q: 3 clusters Score -2050900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2050902.125000 Penalty: 966.122559
	Iteration 63Q: 3 clusters Score -2050902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2050906.125000 Penalty: 966.122559
	Iteration 64Q: 3 clusters Score -2050906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2050915.750000 Penalty: 966.122559
	Iteration 65Q: 3 clusters Score -2050916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2050915.500000 Penalty: 966.122559
	Iteration 66Q: 3 clusters Score -2050916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2050915.750000 Penalty: 966.122559
	Iteration 67Q: 3 clusters Score -2050916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2050916.875000 Penalty: 966.122559
	Iteration 68Q: 3 clusters Score -2050917 nChanged 48
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Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2050930 nChanged 49
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Mstep: Class 1 contains 35568 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35619 members 
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Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 5026 members 
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Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 4969 members 
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Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 4905 members 
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Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2050956 nChanged 60
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Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 4680 members 
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Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 4567 members 
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Mstep: Class 1 contains 36301 members 
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Mstep: Class 1 contains 36353 members 
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Mstep: Class 1 contains 36418 members 
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Mstep: Class 1 contains 36484 members 
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Mstep: Class 1 contains 36540 members 
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Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 4218 members 
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Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 4189 members 
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	Iteration 91Q: 3 clusters Score -2051044 nChanged 18
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Mstep: Class 1 contains 36641 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36666 members 
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Mstep: Class 1 contains 36675 members 
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Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 4127 members 
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Mstep: Class 1 contains 36690 members 
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Mstep: Class 1 contains 36699 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36705 members 
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Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 4100 members 
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	Iteration 100F: 3 clusters Score -2051045 nChanged 11
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Mstep: Class 1 contains 36723 members 
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Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 4079 members 
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Mstep: Class 1 contains 36747 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 4053 members 
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Mstep: Class 1 contains 36771 members 
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Mstep: Class 1 contains 36784 members 
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Mstep: Class 1 contains 36793 members 
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Mstep: Class 1 contains 36804 members 
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Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 3999 members 
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Mstep: Class 1 contains 36823 members 
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Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 3978 members 
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Mstep: Class 1 contains 36844 members 
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Mstep: Class 1 contains 36851 members 
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Mstep: Class 1 contains 36855 members 
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	Iteration 114Q: 3 clusters Score -2051049 nChanged 2
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Mstep: Class 1 contains 36857 members 
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Mstep: Class 1 contains 36860 members 
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	Iteration 118Q: 3 clusters Score -2051049 nChanged 3
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	Iteration 119Q: 3 clusters Score -2051048 nChanged 1
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Mstep: Class 1 contains 36872 members 
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	Iteration 120F: 3 clusters Score -2051048 nChanged 2
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	Iteration 121Q: 3 clusters Score -2051049 nChanged 3
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	Iteration 123Q: 3 clusters Score -2051050 nChanged 3
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	Iteration 127Q: 3 clusters Score -2051052 nChanged 9
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	Iteration 128Q: 3 clusters Score -2051053 nChanged 10
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	Iteration 129Q: 3 clusters Score -2051052 nChanged 3
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	Iteration 130Q: 3 clusters Score -2051053 nChanged 7
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	Iteration 131Q: 3 clusters Score -2051054 nChanged 6
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	Iteration 134Q: 3 clusters Score -2051058 nChanged 5
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	Iteration 136Q: 3 clusters Score -2051056 nChanged 5
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	Iteration 137Q: 3 clusters Score -2051053 nChanged 6
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	Iteration 139Q: 3 clusters Score -2051054 nChanged 7
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	Iteration 140F: 3 clusters Score -2051055 nChanged 8
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	Iteration 159Q: 3 clusters Score -2051057 nChanged 1
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2051056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2051055.875000 Penalty: 966.122559
	Iteration 162Q: 3 clusters Score -2051056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2051056.625000 Penalty: 966.122559
	Iteration 163Q: 3 clusters Score -2051057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2051058.625000 Penalty: 966.122559
	Iteration 164Q: 3 clusters Score -2051059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2051060.500000 Penalty: 966.122559
	Iteration 165Q: 3 clusters Score -2051060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2051058.875000 Penalty: 966.122559
	Iteration 166Q: 3 clusters Score -2051059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2051057.000000 Penalty: 966.122559
	Iteration 167Q: 3 clusters Score -2051057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2051057.875000 Penalty: 966.122559
	Iteration 168Q: 3 clusters Score -2051058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2051059.625000 Penalty: 966.122559
	Iteration 169Q: 3 clusters Score -2051060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2051060.250000 Penalty: 966.122559
	Iteration 170Q: 3 clusters Score -2051060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2051059.125000 Penalty: 966.122559
	Iteration 171Q: 3 clusters Score -2051059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2051058.375000 Penalty: 966.122559
	Iteration 172Q: 3 clusters Score -2051058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2051057.375000 Penalty: 966.122559
	Iteration 173Q: 3 clusters Score -2051057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2051058.375000 Penalty: 966.122559
	Iteration 174Q: 3 clusters Score -2051058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2051057.875000 Penalty: 966.122559
	Iteration 175Q: 3 clusters Score -2051058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2051055.875000 Penalty: 966.122559
	Iteration 176Q: 3 clusters Score -2051056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2051052.750000 Penalty: 966.122559
	Iteration 177Q: 3 clusters Score -2051053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2051055.000000 Penalty: 966.122559
	Iteration 178Q: 3 clusters Score -2051055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2051054.750000 Penalty: 966.122559
	Iteration 179Q: 3 clusters Score -2051055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2051057.875000 Penalty: 966.122559
	Iteration 180F: 3 clusters Score -2051058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2051055.250000 Penalty: 966.122559
	Iteration 181Q: 3 clusters Score -2051055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2051058.750000 Penalty: 966.122559
	Iteration 182Q: 3 clusters Score -2051059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2051062.375000 Penalty: 966.122559
	Iteration 183Q: 3 clusters Score -2051062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2051062.500000 Penalty: 966.122559
	Iteration 184Q: 3 clusters Score -2051062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2051064.375000 Penalty: 966.122559
	Iteration 185Q: 3 clusters Score -2051064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2051063.500000 Penalty: 966.122559
	Iteration 186Q: 3 clusters Score -2051064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2051064.125000 Penalty: 966.122559
	Iteration 187Q: 3 clusters Score -2051064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2051063.125000 Penalty: 966.122559
	Iteration 188Q: 3 clusters Score -2051063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2051062.625000 Penalty: 966.122559
	Iteration 189Q: 3 clusters Score -2051063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2051062.875000 Penalty: 966.122559
	Iteration 190Q: 3 clusters Score -2051063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2051066.625000 Penalty: 966.122559
	Iteration 191Q: 3 clusters Score -2051067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2051066.375000 Penalty: 966.122559
	Iteration 192Q: 3 clusters Score -2051066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2051068.125000 Penalty: 966.122559
	Iteration 193Q: 3 clusters Score -2051068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2051068.375000 Penalty: 966.122559
	Iteration 194Q: 3 clusters Score -2051068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2051070.000000 Penalty: 966.122559
	Iteration 195Q: 3 clusters Score -2051070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2051069.375000 Penalty: 966.122559
	Iteration 196Q: 3 clusters Score -2051069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2051070.125000 Penalty: 966.122559
	Iteration 197Q: 3 clusters Score -2051070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2051068.875000 Penalty: 966.122559
	Iteration 198Q: 3 clusters Score -2051069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2051068.625000 Penalty: 966.122559
	Iteration 199Q: 3 clusters Score -2051069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2051069.125000 Penalty: 966.122559
	Iteration 200F: 3 clusters Score -2051069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (25342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Entering Unmasked Estep 
Score: -1419559.625000 Penalty: 461.379944
	Iteration 0F: 2 clusters Score -1419560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1402705.875000 Penalty: 922.759888
	Iteration 0F: 3 clusters Score -1402706 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1409945.250000 Penalty: 922.759888
	Iteration 1F: 3 clusters Score -1409945 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1410482.625000 Penalty: 922.759888
	Iteration 2Q: 3 clusters Score -1410483 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1411391.125000 Penalty: 922.759888
	Iteration 3F: 3 clusters Score -1411391 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1413006.500000 Penalty: 922.759888
	Iteration 4F: 3 clusters Score -1413006 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1415163.000000 Penalty: 922.759888
	Iteration 5F: 3 clusters Score -1415163 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1416647.125000 Penalty: 922.759888
	Iteration 6F: 3 clusters Score -1416647 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1417400.500000 Penalty: 922.759888
	Iteration 7Q: 3 clusters Score -1417400 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1417839.000000 Penalty: 922.759888
	Iteration 8Q: 3 clusters Score -1417839 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1418154.750000 Penalty: 922.759888
	Iteration 9Q: 3 clusters Score -1418155 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1418395.750000 Penalty: 922.759888
	Iteration 10Q: 3 clusters Score -1418396 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1418550.625000 Penalty: 922.759888
	Iteration 11Q: 3 clusters Score -1418551 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1418648.000000 Penalty: 922.759888
	Iteration 12Q: 3 clusters Score -1418648 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1418701.375000 Penalty: 922.759888
	Iteration 13Q: 3 clusters Score -1418701 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1418740.125000 Penalty: 922.759888
	Iteration 14Q: 3 clusters Score -1418740 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1418757.625000 Penalty: 922.759888
	Iteration 15Q: 3 clusters Score -1418758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1418764.000000 Penalty: 922.759888
	Iteration 16Q: 3 clusters Score -1418764 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1418772.500000 Penalty: 922.759888
	Iteration 17Q: 3 clusters Score -1418772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1418788.500000 Penalty: 922.759888
	Iteration 18Q: 3 clusters Score -1418788 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1418794.125000 Penalty: 922.759888
	Iteration 19Q: 3 clusters Score -1418794 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1418805.000000 Penalty: 922.759888
	Iteration 20F: 3 clusters Score -1418805 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1418807.625000 Penalty: 922.759888
	Iteration 21Q: 3 clusters Score -1418808 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1418816.250000 Penalty: 922.759888
	Iteration 22Q: 3 clusters Score -1418816 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1418824.000000 Penalty: 922.759888
	Iteration 23Q: 3 clusters Score -1418824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1418830.625000 Penalty: 922.759888
	Iteration 24Q: 3 clusters Score -1418831 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1418833.125000 Penalty: 922.759888
	Iteration 25Q: 3 clusters Score -1418833 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1418846.625000 Penalty: 922.759888
	Iteration 26Q: 3 clusters Score -1418847 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1418851.625000 Penalty: 922.759888
	Iteration 27Q: 3 clusters Score -1418852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1418855.625000 Penalty: 922.759888
	Iteration 28Q: 3 clusters Score -1418856 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1418862.250000 Penalty: 922.759888
	Iteration 29Q: 3 clusters Score -1418862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1418868.500000 Penalty: 922.759888
	Iteration 30Q: 3 clusters Score -1418868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1418872.500000 Penalty: 922.759888
	Iteration 31Q: 3 clusters Score -1418872 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1418871.125000 Penalty: 922.759888
	Iteration 32Q: 3 clusters Score -1418871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1418875.875000 Penalty: 922.759888
	Iteration 33Q: 3 clusters Score -1418876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1418877.000000 Penalty: 922.759888
	Iteration 34Q: 3 clusters Score -1418877 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1418881.250000 Penalty: 922.759888
	Iteration 35Q: 3 clusters Score -1418881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1418881.375000 Penalty: 922.759888
	Iteration 36Q: 3 clusters Score -1418881 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1418886.625000 Penalty: 922.759888
	Iteration 37Q: 3 clusters Score -1418887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1418892.625000 Penalty: 922.759888
	Iteration 38Q: 3 clusters Score -1418893 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1418899.000000 Penalty: 922.759888
	Iteration 39Q: 3 clusters Score -1418899 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1418906.375000 Penalty: 922.759888
	Iteration 40F: 3 clusters Score -1418906 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1418915.625000 Penalty: 922.759888
	Iteration 41Q: 3 clusters Score -1418916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1418920.625000 Penalty: 922.759888
	Iteration 42Q: 3 clusters Score -1418921 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1418932.375000 Penalty: 922.759888
	Iteration 43Q: 3 clusters Score -1418932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1418933.500000 Penalty: 922.759888
	Iteration 44Q: 3 clusters Score -1418934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1418936.250000 Penalty: 922.759888
	Iteration 45Q: 3 clusters Score -1418936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1418945.125000 Penalty: 922.759888
	Iteration 46Q: 3 clusters Score -1418945 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1418953.875000 Penalty: 922.759888
	Iteration 47Q: 3 clusters Score -1418954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1418961.125000 Penalty: 922.759888
	Iteration 48Q: 3 clusters Score -1418961 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1418954.250000 Penalty: 922.759888
	Iteration 49Q: 3 clusters Score -1418954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1418963.875000 Penalty: 922.759888
	Iteration 50Q: 3 clusters Score -1418964 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1418950.125000 Penalty: 922.759888
	Iteration 51Q: 3 clusters Score -1418950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1418967.375000 Penalty: 922.759888
	Iteration 52Q: 3 clusters Score -1418967 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1418969.250000 Penalty: 922.759888
	Iteration 53Q: 3 clusters Score -1418969 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1418966.375000 Penalty: 922.759888
	Iteration 54Q: 3 clusters Score -1418966 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1418963.375000 Penalty: 922.759888
	Iteration 55Q: 3 clusters Score -1418963 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1418963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1418968.000000 Penalty: 922.759888
	Iteration 57Q: 3 clusters Score -1418968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1418969 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1418972.000000 Penalty: 922.759888
	Iteration 59Q: 3 clusters Score -1418972 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1418960.875000 Penalty: 922.759888
	Iteration 60F: 3 clusters Score -1418961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1418968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1418967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1418969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1418970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1418972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1418970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1418972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1418972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1418970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1418975.750000 Penalty: 922.759888
	Iteration 70Q: 3 clusters Score -1418976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1418975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1418978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1418981.375000 Penalty: 922.759888
	Iteration 73Q: 3 clusters Score -1418981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1418986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1418988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1418987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1418985.875000 Penalty: 922.759888
	Iteration 77Q: 3 clusters Score -1418986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1418999 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1418998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1419006.875000 Penalty: 922.759888
	Iteration 80F: 3 clusters Score -1419007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1419008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1419006 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1419008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1419000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1419009.500000 Penalty: 922.759888
	Iteration 85Q: 3 clusters Score -1419010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1419013.375000 Penalty: 922.759888
	Iteration 86Q: 3 clusters Score -1419013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1419018.375000 Penalty: 922.759888
	Iteration 87Q: 3 clusters Score -1419018 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1419020.125000 Penalty: 922.759888
	Iteration 88Q: 3 clusters Score -1419020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1419021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1419019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1419012.500000 Penalty: 922.759888
	Iteration 91Q: 3 clusters Score -1419012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1419019 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1419020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1419025.750000 Penalty: 922.759888
	Iteration 94Q: 3 clusters Score -1419026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1419026 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1419027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1419030.250000 Penalty: 922.759888
	Iteration 97Q: 3 clusters Score -1419030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1419024.750000 Penalty: 922.759888
	Iteration 98Q: 3 clusters Score -1419025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1419018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1419022.250000 Penalty: 922.759888
	Iteration 100F: 3 clusters Score -1419022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1419021.000000 Penalty: 922.759888
	Iteration 101Q: 3 clusters Score -1419021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1419014.250000 Penalty: 922.759888
	Iteration 102Q: 3 clusters Score -1419014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1419016.125000 Penalty: 922.759888
	Iteration 103Q: 3 clusters Score -1419016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1419017.000000 Penalty: 922.759888
	Iteration 104Q: 3 clusters Score -1419017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1419018 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1419014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1419015.875000 Penalty: 922.759888
	Iteration 107Q: 3 clusters Score -1419016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1419013.125000 Penalty: 922.759888
	Iteration 108Q: 3 clusters Score -1419013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1419014 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1419012.750000 Penalty: 922.759888
	Iteration 110Q: 3 clusters Score -1419013 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1419017 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 2847 members 
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	Iteration 112Q: 3 clusters Score -1419015 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 2846 members 
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	Iteration 113Q: 3 clusters Score -1419013 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1419008.250000 Penalty: 922.759888
	Iteration 114Q: 3 clusters Score -1419008 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1419012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1419007.875000 Penalty: 922.759888
	Iteration 116Q: 3 clusters Score -1419008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1419006.125000 Penalty: 922.759888
	Iteration 117Q: 3 clusters Score -1419006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1419011.250000 Penalty: 922.759888
	Iteration 118Q: 3 clusters Score -1419011 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1419008 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1419009.625000 Penalty: 922.759888
	Iteration 120F: 3 clusters Score -1419010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1419012 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1419009 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1419011 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1419000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1419009 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1419011 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1419009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1419010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1419012 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1419011 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 2735 members 
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	Iteration 131Q: 3 clusters Score -1419009 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 2720 members 
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	Iteration 132Q: 3 clusters Score -1419000 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1418998 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1419006.625000 Penalty: 922.759888
	Iteration 134Q: 3 clusters Score -1419007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
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	Iteration 135Q: 3 clusters Score -1419005 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22636 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1419009 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1419007 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22613 members 
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Entering Unmasked Estep 
Score: -1419004.750000 Penalty: 922.759888
	Iteration 138Q: 3 clusters Score -1419005 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22597 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1419005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1418997.125000 Penalty: 922.759888
	Iteration 140F: 3 clusters Score -1418997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
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Entering Unmasked Estep 
Score: -1419002.500000 Penalty: 922.759888
	Iteration 141Q: 3 clusters Score -1419002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1419010 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22642 members 
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	Iteration 143Q: 3 clusters Score -1419008 nChanged 4
Entering Unmasked Mstep 
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	Iteration 144Q: 3 clusters Score -1419009 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22629 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1419010 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22627 members 
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Score: -1419007.000000 Penalty: 922.759888
	Iteration 146Q: 3 clusters Score -1419007 nChanged 6
Entering Unmasked Mstep 
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	Iteration 147Q: 3 clusters Score -1419007 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1419008.250000 Penalty: 922.759888
	Iteration 148Q: 3 clusters Score -1419008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1419010.250000 Penalty: 922.759888
	Iteration 149Q: 3 clusters Score -1419010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1419009.375000 Penalty: 922.759888
	Iteration 150Q: 3 clusters Score -1419009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1419010.375000 Penalty: 922.759888
	Iteration 151Q: 3 clusters Score -1419010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1419008.375000 Penalty: 922.759888
	Iteration 152Q: 3 clusters Score -1419008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1419008.625000 Penalty: 922.759888
	Iteration 153Q: 3 clusters Score -1419009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1419008.625000 Penalty: 922.759888
	Iteration 154F: 3 clusters Score -1419009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (92223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Entering Unmasked Estep 
Score: -4927739.000000 Penalty: 520.154419
	Iteration 0F: 2 clusters Score -4927739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -4866813.500000 Penalty: 1040.308838
	Iteration 0F: 3 clusters Score -4866814 nChanged 45162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -4896790.500000 Penalty: 1040.308838
	Iteration 1F: 3 clusters Score -4896790 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -4901004.000000 Penalty: 1040.308838
	Iteration 2F: 3 clusters Score -4901004 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 71914 members 
Entering Unmasked Estep 
Score: -4907731.500000 Penalty: 1040.308838
	Iteration 3F: 3 clusters Score -4907732 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -4916115.500000 Penalty: 1040.308838
	Iteration 4F: 3 clusters Score -4916116 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 86876 members 
Entering Unmasked Estep 
Score: -4922940.000000 Penalty: 1040.308838
	Iteration 5F: 3 clusters Score -4922940 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -4926131.000000 Penalty: 1040.308838
	Iteration 6Q: 3 clusters Score -4926131 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 91675 members 
Entering Unmasked Estep 
Score: -4927064.500000 Penalty: 1040.308838
	Iteration 7Q: 3 clusters Score -4927064 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 91995 members 
Entering Unmasked Estep 
Score: -4927244.000000 Penalty: 1040.308838
	Iteration 8Q: 3 clusters Score -4927244 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 92082 members 
Entering Unmasked Estep 
Score: -4927278.000000 Penalty: 1040.308838
	Iteration 9Q: 3 clusters Score -4927278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -4927298.000000 Penalty: 1040.308838
	Iteration 10Q: 3 clusters Score -4927298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -4927300.000000 Penalty: 1040.308838
	Iteration 11Q: 3 clusters Score -4927300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -4927297.500000 Penalty: 1040.308838
	Iteration 12Q: 3 clusters Score -4927298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -4927297.500000 Penalty: 1040.308838
	Iteration 13F: 3 clusters Score -4927298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -26810.978516 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -26810.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26328.283203 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -26328.28 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -26463.683594 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -26463.68 nChanged 41
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: -26491.019531 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -26491.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -26504.347656 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -26504.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26511.433594 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -26511.43 nChanged 11
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: -26515.617188 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -26515.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26516.982422 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -26516.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -26517.429688 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -26517.43 nChanged 1
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: -26518.050781 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -26518.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -26518.500000 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -26518.5 nChanged 1
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: -26518.708984 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -26518.71 nChanged 0
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: -26518.708984 Penalty: 563.318665
	Iteration 11F: 3 clusters Score -26518.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Entering Unmasked Estep 
Score: -102382.218750 Penalty: 347.952545
	Iteration 0F: 2 clusters Score -102382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -100854.210938 Penalty: 695.905090
	Iteration 0F: 3 clusters Score -100854.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -101299.148438 Penalty: 695.905090
	Iteration 1F: 3 clusters Score -101299.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -101388.054688 Penalty: 695.905090
	Iteration 2F: 3 clusters Score -101388.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -101477.804688 Penalty: 695.905090
	Iteration 3F: 3 clusters Score -101477.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -101569.187500 Penalty: 695.905090
	Iteration 4F: 3 clusters Score -101569.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -101662.875000 Penalty: 695.905090
	Iteration 5F: 3 clusters Score -101662.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -101737.179688 Penalty: 695.905090
	Iteration 6Q: 3 clusters Score -101737.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101794.304688 Penalty: 695.905090
	Iteration 7Q: 3 clusters Score -101794.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101833.546875 Penalty: 695.905090
	Iteration 8Q: 3 clusters Score -101833.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101874.171875 Penalty: 695.905090
	Iteration 9Q: 3 clusters Score -101874.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -101920.765625 Penalty: 695.905090
	Iteration 10Q: 3 clusters Score -101920.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -101964.820312 Penalty: 695.905090
	Iteration 11Q: 3 clusters Score -101964.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -102000.429688 Penalty: 695.905090
	Iteration 12Q: 3 clusters Score -102000.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -102022.921875 Penalty: 695.905090
	Iteration 13Q: 3 clusters Score -102022.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -102035.015625 Penalty: 695.905090
	Iteration 14Q: 3 clusters Score -102035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -102043.257812 Penalty: 695.905090
	Iteration 15Q: 3 clusters Score -102043.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -102050.929688 Penalty: 695.905090
	Iteration 16Q: 3 clusters Score -102050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -102054.960938 Penalty: 695.905090
	Iteration 17Q: 3 clusters Score -102055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -102057.335938 Penalty: 695.905090
	Iteration 18Q: 3 clusters Score -102057.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -102060.515625 Penalty: 695.905090
	Iteration 19Q: 3 clusters Score -102060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -102063.726562 Penalty: 695.905090
	Iteration 20F: 3 clusters Score -102063.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -102067.421875 Penalty: 695.905090
	Iteration 21Q: 3 clusters Score -102067.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -102070.250000 Penalty: 695.905090
	Iteration 22Q: 3 clusters Score -102070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -102074.617188 Penalty: 695.905090
	Iteration 23Q: 3 clusters Score -102074.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -102077.062500 Penalty: 695.905090
	Iteration 24Q: 3 clusters Score -102077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -102078.421875 Penalty: 695.905090
	Iteration 25Q: 3 clusters Score -102078.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -102078.421875 Penalty: 695.905090
	Iteration 26F: 3 clusters Score -102078.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (138311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138311 members 
Entering Unmasked Estep 
Score: -7186618.000000 Penalty: 538.595337
	Iteration 0F: 2 clusters Score -7186618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -7094024.000000 Penalty: 1077.190674
	Iteration 0F: 3 clusters Score -7094024 nChanged 67474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -7134225.000000 Penalty: 1077.190674
	Iteration 1F: 3 clusters Score -7134225 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -7136332.500000 Penalty: 1077.190674
	Iteration 2Q: 3 clusters Score -7136332 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -7139440.000000 Penalty: 1077.190674
	Iteration 3F: 3 clusters Score -7139440 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -7144110.500000 Penalty: 1077.190674
	Iteration 4F: 3 clusters Score -7144110 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -7150738.000000 Penalty: 1077.190674
	Iteration 5F: 3 clusters Score -7150738 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -7158582.000000 Penalty: 1077.190674
	Iteration 6F: 3 clusters Score -7158582 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -7165266.500000 Penalty: 1077.190674
	Iteration 7F: 3 clusters Score -7165266 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -7168890.000000 Penalty: 1077.190674
	Iteration 8Q: 3 clusters Score -7168890 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97065 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -7170802.500000 Penalty: 1077.190674
	Iteration 9Q: 3 clusters Score -7170802 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -7172591.500000 Penalty: 1077.190674
	Iteration 10Q: 3 clusters Score -7172592 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101331 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -7174457.500000 Penalty: 1077.190674
	Iteration 11Q: 3 clusters Score -7174458 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103269 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -7176431.500000 Penalty: 1077.190674
	Iteration 12Q: 3 clusters Score -7176432 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105014 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -7178538.000000 Penalty: 1077.190674
	Iteration 13Q: 3 clusters Score -7178538 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106559 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -7180511.500000 Penalty: 1077.190674
	Iteration 14Q: 3 clusters Score -7180512 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107871 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -7181973.000000 Penalty: 1077.190674
	Iteration 15Q: 3 clusters Score -7181973 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -7183098.000000 Penalty: 1077.190674
	Iteration 16Q: 3 clusters Score -7183098 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110103 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -7183903.000000 Penalty: 1077.190674
	Iteration 17Q: 3 clusters Score -7183903 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -7184441.500000 Penalty: 1077.190674
	Iteration 18Q: 3 clusters Score -7184442 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112028 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -7184783.000000 Penalty: 1077.190674
	Iteration 19Q: 3 clusters Score -7184783 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112884 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -7185000.000000 Penalty: 1077.190674
	Iteration 20F: 3 clusters Score -7185000 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113652 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -7185136.000000 Penalty: 1077.190674
	Iteration 21Q: 3 clusters Score -7185136 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114340 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -7185250.000000 Penalty: 1077.190674
	Iteration 22Q: 3 clusters Score -7185250 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115013 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -7185349.500000 Penalty: 1077.190674
	Iteration 23Q: 3 clusters Score -7185350 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115678 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -7185427.000000 Penalty: 1077.190674
	Iteration 24Q: 3 clusters Score -7185427 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116315 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -7185559.500000 Penalty: 1077.190674
	Iteration 25Q: 3 clusters Score -7185560 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -7185581.500000 Penalty: 1077.190674
	Iteration 26Q: 3 clusters Score -7185582 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117565 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -7185619.000000 Penalty: 1077.190674
	Iteration 27Q: 3 clusters Score -7185619 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118136 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -7185686.500000 Penalty: 1077.190674
	Iteration 28Q: 3 clusters Score -7185686 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118703 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -7185734.500000 Penalty: 1077.190674
	Iteration 29Q: 3 clusters Score -7185734 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119269 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -7185765.500000 Penalty: 1077.190674
	Iteration 30Q: 3 clusters Score -7185766 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119811 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -7185812.000000 Penalty: 1077.190674
	Iteration 31Q: 3 clusters Score -7185812 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120282 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -7185871.000000 Penalty: 1077.190674
	Iteration 32Q: 3 clusters Score -7185871 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120750 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -7185922.000000 Penalty: 1077.190674
	Iteration 33Q: 3 clusters Score -7185922 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121220 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -7185982.500000 Penalty: 1077.190674
	Iteration 34Q: 3 clusters Score -7185982 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121655 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -7186002.500000 Penalty: 1077.190674
	Iteration 35Q: 3 clusters Score -7186002 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122053 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -7186039.000000 Penalty: 1077.190674
	Iteration 36Q: 3 clusters Score -7186039 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122437 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -7186058.500000 Penalty: 1077.190674
	Iteration 37Q: 3 clusters Score -7186058 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122803 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -7186070.500000 Penalty: 1077.190674
	Iteration 38Q: 3 clusters Score -7186070 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123164 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -7186090.000000 Penalty: 1077.190674
	Iteration 39Q: 3 clusters Score -7186090 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123506 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -7186104.500000 Penalty: 1077.190674
	Iteration 40F: 3 clusters Score -7186104 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123822 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -7186127.500000 Penalty: 1077.190674
	Iteration 41Q: 3 clusters Score -7186128 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124109 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -7186120.000000 Penalty: 1077.190674
	Iteration 42Q: 3 clusters Score -7186120 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124397 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -7186110.500000 Penalty: 1077.190674
	Iteration 43Q: 3 clusters Score -7186110 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124664 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -7186121.500000 Penalty: 1077.190674
	Iteration 44Q: 3 clusters Score -7186122 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124914 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -7186128.500000 Penalty: 1077.190674
	Iteration 45Q: 3 clusters Score -7186128 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125173 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -7186161.000000 Penalty: 1077.190674
	Iteration 46Q: 3 clusters Score -7186161 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125445 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -7186172.000000 Penalty: 1077.190674
	Iteration 47Q: 3 clusters Score -7186172 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125745 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -7186181.500000 Penalty: 1077.190674
	Iteration 48Q: 3 clusters Score -7186182 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126037 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -7186191.500000 Penalty: 1077.190674
	Iteration 49Q: 3 clusters Score -7186192 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126317 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -7186224.000000 Penalty: 1077.190674
	Iteration 50Q: 3 clusters Score -7186224 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126586 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -7186233.000000 Penalty: 1077.190674
	Iteration 51Q: 3 clusters Score -7186233 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126841 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -7186241.000000 Penalty: 1077.190674
	Iteration 52Q: 3 clusters Score -7186241 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127097 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -7186249.500000 Penalty: 1077.190674
	Iteration 53Q: 3 clusters Score -7186250 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127347 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -7186252.000000 Penalty: 1077.190674
	Iteration 54Q: 3 clusters Score -7186252 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127577 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -7186277.500000 Penalty: 1077.190674
	Iteration 55Q: 3 clusters Score -7186278 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127787 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -7186288.000000 Penalty: 1077.190674
	Iteration 56Q: 3 clusters Score -7186288 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127983 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -7186314.500000 Penalty: 1077.190674
	Iteration 57Q: 3 clusters Score -7186314 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128179 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -7186311.000000 Penalty: 1077.190674
	Iteration 58Q: 3 clusters Score -7186311 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128354 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -7186294.500000 Penalty: 1077.190674
	Iteration 59Q: 3 clusters Score -7186294 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128523 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -7186271.500000 Penalty: 1077.190674
	Iteration 60F: 3 clusters Score -7186272 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128686 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -7186290.000000 Penalty: 1077.190674
	Iteration 61Q: 3 clusters Score -7186290 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128856 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -7186270.000000 Penalty: 1077.190674
	Iteration 62Q: 3 clusters Score -7186270 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129027 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -7186278.500000 Penalty: 1077.190674
	Iteration 63Q: 3 clusters Score -7186278 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129184 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7186278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129324 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -7186300.500000 Penalty: 1077.190674
	Iteration 65Q: 3 clusters Score -7186300 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129464 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -7186302.500000 Penalty: 1077.190674
	Iteration 66Q: 3 clusters Score -7186302 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129592 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -7186323.000000 Penalty: 1077.190674
	Iteration 67Q: 3 clusters Score -7186323 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129720 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7186323 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129822 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -7186306.000000 Penalty: 1077.190674
	Iteration 69Q: 3 clusters Score -7186306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129911 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -7186314.500000 Penalty: 1077.190674
	Iteration 70Q: 3 clusters Score -7186314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129996 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -7186334.000000 Penalty: 1077.190674
	Iteration 71Q: 3 clusters Score -7186334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130089 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -7186332.500000 Penalty: 1077.190674
	Iteration 72Q: 3 clusters Score -7186332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130173 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -7186332.000000 Penalty: 1077.190674
	Iteration 73Q: 3 clusters Score -7186332 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130262 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -7186330.000000 Penalty: 1077.190674
	Iteration 74Q: 3 clusters Score -7186330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130351 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -7186331.500000 Penalty: 1077.190674
	Iteration 75Q: 3 clusters Score -7186332 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130431 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -7186326.000000 Penalty: 1077.190674
	Iteration 76Q: 3 clusters Score -7186326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130497 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7186334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130549 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -7186346.000000 Penalty: 1077.190674
	Iteration 78Q: 3 clusters Score -7186346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130603 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7186334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130664 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -7186321.500000 Penalty: 1077.190674
	Iteration 80F: 3 clusters Score -7186322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130727 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -7186313.500000 Penalty: 1077.190674
	Iteration 81Q: 3 clusters Score -7186314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130787 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -7186313.000000 Penalty: 1077.190674
	Iteration 82Q: 3 clusters Score -7186313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130847 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -7186325.000000 Penalty: 1077.190674
	Iteration 83Q: 3 clusters Score -7186325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130917 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7186325 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130986 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -7186348.500000 Penalty: 1077.190674
	Iteration 85Q: 3 clusters Score -7186348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131051 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -7186340.500000 Penalty: 1077.190674
	Iteration 86Q: 3 clusters Score -7186340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131116 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -7186337.500000 Penalty: 1077.190674
	Iteration 87Q: 3 clusters Score -7186338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131173 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -7186344.500000 Penalty: 1077.190674
	Iteration 88Q: 3 clusters Score -7186344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131218 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -7186343.500000 Penalty: 1077.190674
	Iteration 89Q: 3 clusters Score -7186344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131258 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -7186346.000000 Penalty: 1077.190674
	Iteration 90Q: 3 clusters Score -7186346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131299 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -7186349.000000 Penalty: 1077.190674
	Iteration 91Q: 3 clusters Score -7186349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131332 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -7186339.500000 Penalty: 1077.190674
	Iteration 92Q: 3 clusters Score -7186340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131358 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -7186349.000000 Penalty: 1077.190674
	Iteration 93Q: 3 clusters Score -7186349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131375 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -7186347.000000 Penalty: 1077.190674
	Iteration 94Q: 3 clusters Score -7186347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131391 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7186346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131408 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -7186348.500000 Penalty: 1077.190674
	Iteration 96Q: 3 clusters Score -7186348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131432 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -7186341.000000 Penalty: 1077.190674
	Iteration 97Q: 3 clusters Score -7186341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131461 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -7186352.500000 Penalty: 1077.190674
	Iteration 98Q: 3 clusters Score -7186352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131491 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -7186360.000000 Penalty: 1077.190674
	Iteration 99Q: 3 clusters Score -7186360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131521 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -7186345.500000 Penalty: 1077.190674
	Iteration 100F: 3 clusters Score -7186346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131550 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -7186350.000000 Penalty: 1077.190674
	Iteration 101Q: 3 clusters Score -7186350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131579 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -7186351.000000 Penalty: 1077.190674
	Iteration 102Q: 3 clusters Score -7186351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131604 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7186353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131625 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7186346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131644 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -7186353.500000 Penalty: 1077.190674
	Iteration 105Q: 3 clusters Score -7186354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131663 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7186348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131684 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7186344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131702 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7186346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131713 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -7186348.000000 Penalty: 1077.190674
	Iteration 109Q: 3 clusters Score -7186348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131724 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7186347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131737 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7186348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131748 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7186346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131763 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7186344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131780 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7186348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131797 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7186352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131819 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7186346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131836 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7186343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131857 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7186348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131883 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7186351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131909 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -7186354.500000 Penalty: 1077.190674
	Iteration 120F: 3 clusters Score -7186354 nChanged 27
Entering Unmasked Mstep 
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	Iteration 121Q: 3 clusters Score -7186348 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7186348 nChanged 20
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Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7186350 nChanged 21
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	Iteration 124Q: 3 clusters Score -7186351 nChanged 23
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7186352 nChanged 18
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	Iteration 126Q: 3 clusters Score -7186347 nChanged 18
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7186344 nChanged 20
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	Iteration 128Q: 3 clusters Score -7186345 nChanged 21
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	Iteration 129Q: 3 clusters Score -7186346 nChanged 14
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	Iteration 130Q: 3 clusters Score -7186348 nChanged 9
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7186345 nChanged 9
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Mstep: Class 2 contains 6185 members 
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	Iteration 132Q: 3 clusters Score -7186344 nChanged 6
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	Iteration 133Q: 3 clusters Score -7186347 nChanged 6
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7186342 nChanged 10
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	Iteration 135Q: 3 clusters Score -7186343 nChanged 10
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	Iteration 136Q: 3 clusters Score -7186342 nChanged 14
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	Iteration 137Q: 3 clusters Score -7186342 nChanged 16
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	Iteration 138Q: 3 clusters Score -7186337 nChanged 19
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7186332 nChanged 22
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Mstep: Class 1 contains 132229 members 
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	Iteration 140F: 3 clusters Score -7186342 nChanged 11
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Mstep: Class 1 contains 132240 members 
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	Iteration 141Q: 3 clusters Score -7186348 nChanged 10
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Mstep: Class 1 contains 132250 members 
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	Iteration 142Q: 3 clusters Score -7186342 nChanged 8
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	Iteration 143Q: 3 clusters Score -7186344 nChanged 9
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	Iteration 144Q: 3 clusters Score -7186344 nChanged 11
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	Iteration 145Q: 3 clusters Score -7186338 nChanged 14
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	Iteration 146Q: 3 clusters Score -7186338 nChanged 16
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	Iteration 147Q: 3 clusters Score -7186339 nChanged 15
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	Iteration 148Q: 3 clusters Score -7186342 nChanged 14
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	Iteration 149Q: 3 clusters Score -7186348 nChanged 11
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	Iteration 150Q: 3 clusters Score -7186340 nChanged 12
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	Iteration 151Q: 3 clusters Score -7186336 nChanged 14
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	Iteration 152Q: 3 clusters Score -7186344 nChanged 16
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	Iteration 153Q: 3 clusters Score -7186345 nChanged 11
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	Iteration 154Q: 3 clusters Score -7186344 nChanged 9
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	Iteration 155Q: 3 clusters Score -7186340 nChanged 12
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	Iteration 156Q: 3 clusters Score -7186340 nChanged 9
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	Iteration 157Q: 3 clusters Score -7186340 nChanged 15
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7186332 nChanged 20
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	Iteration 159Q: 3 clusters Score -7186328 nChanged 8
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	Iteration 160F: 3 clusters Score -7186326 nChanged 6
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	Iteration 161Q: 3 clusters Score -7186322 nChanged 6
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	Iteration 162Q: 3 clusters Score -7186318 nChanged 2
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	Iteration 163Q: 3 clusters Score -7186318 nChanged 2
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	Iteration 164Q: 3 clusters Score -7186318 nChanged 7
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	Iteration 165Q: 3 clusters Score -7186316 nChanged 10
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	Iteration 166Q: 3 clusters Score -7186315 nChanged 11
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	Iteration 167Q: 3 clusters Score -7186315 nChanged 19
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	Iteration 168Q: 3 clusters Score -7186305 nChanged 15
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	Iteration 169Q: 3 clusters Score -7186298 nChanged 17
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	Iteration 170Q: 3 clusters Score -7186306 nChanged 22
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	Iteration 171Q: 3 clusters Score -7186293 nChanged 27
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	Iteration 172Q: 3 clusters Score -7186292 nChanged 24
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	Iteration 173Q: 3 clusters Score -7186286 nChanged 32
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	Iteration 174Q: 3 clusters Score -7186272 nChanged 32
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	Iteration 175Q: 3 clusters Score -7186272 nChanged 29
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	Iteration 176Q: 3 clusters Score -7186275 nChanged 41
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	Iteration 177Q: 3 clusters Score -7186286 nChanged 33
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	Iteration 178Q: 3 clusters Score -7186290 nChanged 38
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	Iteration 179Q: 3 clusters Score -7186280 nChanged 35
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	Iteration 180F: 3 clusters Score -7186280 nChanged 40
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	Iteration 181Q: 3 clusters Score -7186284 nChanged 29
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	Iteration 182Q: 3 clusters Score -7186288 nChanged 23
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	Iteration 183Q: 3 clusters Score -7186293 nChanged 18
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	Iteration 184Q: 3 clusters Score -7186288 nChanged 13
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	Iteration 185Q: 3 clusters Score -7186288 nChanged 13
Entering Unmasked Mstep 
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	Iteration 186Q: 3 clusters Score -7186287 nChanged 13
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	Iteration 187Q: 3 clusters Score -7186290 nChanged 14
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	Iteration 188Q: 3 clusters Score -7186292 nChanged 13
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	Iteration 189Q: 3 clusters Score -7186290 nChanged 14
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	Iteration 190Q: 3 clusters Score -7186287 nChanged 9
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	Iteration 191Q: 3 clusters Score -7186290 nChanged 12
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	Iteration 192Q: 3 clusters Score -7186294 nChanged 19
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	Iteration 193Q: 3 clusters Score -7186295 nChanged 20
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -7186303 nChanged 20
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	Iteration 195Q: 3 clusters Score -7186298 nChanged 20
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	Iteration 196Q: 3 clusters Score -7186298 nChanged 15
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	Iteration 197Q: 3 clusters Score -7186296 nChanged 18
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	Iteration 198Q: 3 clusters Score -7186293 nChanged 20
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	Iteration 199Q: 3 clusters Score -7186296 nChanged 23
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	Iteration 200F: 3 clusters Score -7186297 nChanged 18
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	Iteration 201Q: 3 clusters Score -7186298 nChanged 16
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	Iteration 202Q: 3 clusters Score -7186292 nChanged 18
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	Iteration 203Q: 3 clusters Score -7186286 nChanged 23
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	Iteration 204Q: 3 clusters Score -7186282 nChanged 25
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	Iteration 205Q: 3 clusters Score -7186272 nChanged 17
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	Iteration 206Q: 3 clusters Score -7186273 nChanged 24
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	Iteration 207Q: 3 clusters Score -7186272 nChanged 22
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	Iteration 208Q: 3 clusters Score -7186272 nChanged 22
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	Iteration 209Q: 3 clusters Score -7186270 nChanged 22
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	Iteration 210Q: 3 clusters Score -7186270 nChanged 26
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	Iteration 211Q: 3 clusters Score -7186286 nChanged 25
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	Iteration 212Q: 3 clusters Score -7186296 nChanged 27
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Mstep: Class 2 contains 4802 members 
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	Iteration 213Q: 3 clusters Score -7186288 nChanged 29
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	Iteration 214Q: 3 clusters Score -7186303 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133563 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -7186303.000000 Penalty: 1077.190674
	Iteration 215Q: 3 clusters Score -7186303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133596 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -7186311.500000 Penalty: 1077.190674
	Iteration 216Q: 3 clusters Score -7186312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133630 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -7186314.000000 Penalty: 1077.190674
	Iteration 217Q: 3 clusters Score -7186314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133662 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -7186307.500000 Penalty: 1077.190674
	Iteration 218Q: 3 clusters Score -7186308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133694 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -7186295.500000 Penalty: 1077.190674
	Iteration 219Q: 3 clusters Score -7186296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133721 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -7186305.000000 Penalty: 1077.190674
	Iteration 220F: 3 clusters Score -7186305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133746 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -7186303.500000 Penalty: 1077.190674
	Iteration 221Q: 3 clusters Score -7186304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133771 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -7186296.000000 Penalty: 1077.190674
	Iteration 222Q: 3 clusters Score -7186296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133793 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -7186294.500000 Penalty: 1077.190674
	Iteration 223Q: 3 clusters Score -7186294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133817 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7186304.000000 Penalty: 1077.190674
	Iteration 224Q: 3 clusters Score -7186304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133837 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7186303.500000 Penalty: 1077.190674
	Iteration 225Q: 3 clusters Score -7186304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133848 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -7186307.000000 Penalty: 1077.190674
	Iteration 226Q: 3 clusters Score -7186307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133863 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -7186299.500000 Penalty: 1077.190674
	Iteration 227Q: 3 clusters Score -7186300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133874 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -7186301.500000 Penalty: 1077.190674
	Iteration 228Q: 3 clusters Score -7186302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133877 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7186302.500000 Penalty: 1077.190674
	Iteration 229Q: 3 clusters Score -7186302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133879 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -7186303.000000 Penalty: 1077.190674
	Iteration 230Q: 3 clusters Score -7186303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133881 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -7186304.000000 Penalty: 1077.190674
	Iteration 231Q: 3 clusters Score -7186304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133885 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7186306.000000 Penalty: 1077.190674
	Iteration 232Q: 3 clusters Score -7186306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133890 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -7186308.000000 Penalty: 1077.190674
	Iteration 233Q: 3 clusters Score -7186308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133894 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -7186308.000000 Penalty: 1077.190674
	Iteration 234Q: 3 clusters Score -7186308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133900 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7186308.500000 Penalty: 1077.190674
	Iteration 235Q: 3 clusters Score -7186308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133907 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -7186304.500000 Penalty: 1077.190674
	Iteration 236Q: 3 clusters Score -7186304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133911 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7186307.500000 Penalty: 1077.190674
	Iteration 237Q: 3 clusters Score -7186308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133916 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -7186305.500000 Penalty: 1077.190674
	Iteration 238Q: 3 clusters Score -7186306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133923 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -7186305.500000 Penalty: 1077.190674
	Iteration 239Q: 3 clusters Score -7186306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133929 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -7186306.500000 Penalty: 1077.190674
	Iteration 240F: 3 clusters Score -7186306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133937 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -7186303.500000 Penalty: 1077.190674
	Iteration 241Q: 3 clusters Score -7186304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133945 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -7186296.000000 Penalty: 1077.190674
	Iteration 242Q: 3 clusters Score -7186296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133955 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -7186297.000000 Penalty: 1077.190674
	Iteration 243Q: 3 clusters Score -7186297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -7186300.500000 Penalty: 1077.190674
	Iteration 244Q: 3 clusters Score -7186300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133967 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -7186296.000000 Penalty: 1077.190674
	Iteration 245Q: 3 clusters Score -7186296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133974 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -7186299.000000 Penalty: 1077.190674
	Iteration 246Q: 3 clusters Score -7186299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133987 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7186300.500000 Penalty: 1077.190674
	Iteration 247Q: 3 clusters Score -7186300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134004 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -7186296.500000 Penalty: 1077.190674
	Iteration 248Q: 3 clusters Score -7186296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134022 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -7186299.000000 Penalty: 1077.190674
	Iteration 249Q: 3 clusters Score -7186299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134037 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -7186291.000000 Penalty: 1077.190674
	Iteration 250Q: 3 clusters Score -7186291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134055 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -7186295.000000 Penalty: 1077.190674
	Iteration 251Q: 3 clusters Score -7186295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134068 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -7186302.000000 Penalty: 1077.190674
	Iteration 252Q: 3 clusters Score -7186302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134076 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -7186299.000000 Penalty: 1077.190674
	Iteration 253Q: 3 clusters Score -7186299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134084 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7186295.000000 Penalty: 1077.190674
	Iteration 254Q: 3 clusters Score -7186295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134098 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -7186293.000000 Penalty: 1077.190674
	Iteration 255Q: 3 clusters Score -7186293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134114 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -7186293.500000 Penalty: 1077.190674
	Iteration 256Q: 3 clusters Score -7186294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134126 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7186291.000000 Penalty: 1077.190674
	Iteration 257Q: 3 clusters Score -7186291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134140 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7186291.500000 Penalty: 1077.190674
	Iteration 258Q: 3 clusters Score -7186292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134156 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -7186288.000000 Penalty: 1077.190674
	Iteration 259Q: 3 clusters Score -7186288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134177 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -7186279.000000 Penalty: 1077.190674
	Iteration 260F: 3 clusters Score -7186279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134193 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -7186284.500000 Penalty: 1077.190674
	Iteration 261Q: 3 clusters Score -7186284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134217 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7186280.000000 Penalty: 1077.190674
	Iteration 262Q: 3 clusters Score -7186280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134236 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -7186287.000000 Penalty: 1077.190674
	Iteration 263Q: 3 clusters Score -7186287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134259 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7186283.500000 Penalty: 1077.190674
	Iteration 264Q: 3 clusters Score -7186284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134283 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -7186285.000000 Penalty: 1077.190674
	Iteration 265Q: 3 clusters Score -7186285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134310 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -7186279.000000 Penalty: 1077.190674
	Iteration 266Q: 3 clusters Score -7186279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134339 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -7186271.000000 Penalty: 1077.190674
	Iteration 267Q: 3 clusters Score -7186271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134370 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -7186266.000000 Penalty: 1077.190674
	Iteration 268Q: 3 clusters Score -7186266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134402 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -7186275.000000 Penalty: 1077.190674
	Iteration 269Q: 3 clusters Score -7186275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134433 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -7186275.000000 Penalty: 1077.190674
	Iteration 270Q: 3 clusters Score -7186275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134467 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -7186278.500000 Penalty: 1077.190674
	Iteration 271Q: 3 clusters Score -7186278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134498 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7186290.000000 Penalty: 1077.190674
	Iteration 272Q: 3 clusters Score -7186290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134528 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -7186286.000000 Penalty: 1077.190674
	Iteration 273Q: 3 clusters Score -7186286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134562 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -7186282.500000 Penalty: 1077.190674
	Iteration 274Q: 3 clusters Score -7186282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134592 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -7186292.500000 Penalty: 1077.190674
	Iteration 275Q: 3 clusters Score -7186292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134628 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7186288.000000 Penalty: 1077.190674
	Iteration 276Q: 3 clusters Score -7186288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134672 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -7186289.500000 Penalty: 1077.190674
	Iteration 277Q: 3 clusters Score -7186290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134693 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -7186290.000000 Penalty: 1077.190674
	Iteration 278Q: 3 clusters Score -7186290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134721 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7186282.000000 Penalty: 1077.190674
	Iteration 279Q: 3 clusters Score -7186282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134754 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -7186295.500000 Penalty: 1077.190674
	Iteration 280F: 3 clusters Score -7186296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134783 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -7186305.000000 Penalty: 1077.190674
	Iteration 281Q: 3 clusters Score -7186305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134809 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -7186310.000000 Penalty: 1077.190674
	Iteration 282Q: 3 clusters Score -7186310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134840 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7186311.500000 Penalty: 1077.190674
	Iteration 283Q: 3 clusters Score -7186312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134868 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7186313.500000 Penalty: 1077.190674
	Iteration 284Q: 3 clusters Score -7186314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134891 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -7186317.000000 Penalty: 1077.190674
	Iteration 285Q: 3 clusters Score -7186317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134906 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -7186313.000000 Penalty: 1077.190674
	Iteration 286Q: 3 clusters Score -7186313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134919 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -7186307.000000 Penalty: 1077.190674
	Iteration 287Q: 3 clusters Score -7186307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134930 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -7186314.500000 Penalty: 1077.190674
	Iteration 288Q: 3 clusters Score -7186314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134941 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7186308.500000 Penalty: 1077.190674
	Iteration 289Q: 3 clusters Score -7186308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134951 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -7186308.500000 Penalty: 1077.190674
	Iteration 290Q: 3 clusters Score -7186308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134960 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -7186311.500000 Penalty: 1077.190674
	Iteration 291Q: 3 clusters Score -7186312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134971 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -7186313.500000 Penalty: 1077.190674
	Iteration 292Q: 3 clusters Score -7186314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134977 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7186312.500000 Penalty: 1077.190674
	Iteration 293Q: 3 clusters Score -7186312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134981 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -7186313.500000 Penalty: 1077.190674
	Iteration 294Q: 3 clusters Score -7186314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134984 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7186304.500000 Penalty: 1077.190674
	Iteration 295Q: 3 clusters Score -7186304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134986 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7186304.000000 Penalty: 1077.190674
	Iteration 296Q: 3 clusters Score -7186304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134989 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -7186311.000000 Penalty: 1077.190674
	Iteration 297Q: 3 clusters Score -7186311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134990 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7186314.000000 Penalty: 1077.190674
	Iteration 298Q: 3 clusters Score -7186314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134991 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -7186311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134991 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7186311.000000 Penalty: 1077.190674
	Iteration 300F: 3 clusters Score -7186311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (18256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Entering Unmasked Estep 
Score: -953932.187500 Penalty: 446.457336
	Iteration 0F: 2 clusters Score -953932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -941781.250000 Penalty: 892.914673
	Iteration 0F: 3 clusters Score -941781.2 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -946949.750000 Penalty: 892.914673
	Iteration 1F: 3 clusters Score -946949.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -947325.937500 Penalty: 892.914673
	Iteration 2Q: 3 clusters Score -947325.9 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -947837.500000 Penalty: 892.914673
	Iteration 3F: 3 clusters Score -947837.5 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -948565.750000 Penalty: 892.914673
	Iteration 4F: 3 clusters Score -948565.8 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -949471.375000 Penalty: 892.914673
	Iteration 5F: 3 clusters Score -949471.4 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -950154.000000 Penalty: 892.914673
	Iteration 6F: 3 clusters Score -950154 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -950445.562500 Penalty: 892.914673
	Iteration 7Q: 3 clusters Score -950445.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -950539.625000 Penalty: 892.914673
	Iteration 8Q: 3 clusters Score -950539.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -950585.625000 Penalty: 892.914673
	Iteration 9Q: 3 clusters Score -950585.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -950630.500000 Penalty: 892.914673
	Iteration 10Q: 3 clusters Score -950630.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -950663.875000 Penalty: 892.914673
	Iteration 11Q: 3 clusters Score -950663.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -950705.375000 Penalty: 892.914673
	Iteration 12Q: 3 clusters Score -950705.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -950749.125000 Penalty: 892.914673
	Iteration 13Q: 3 clusters Score -950749.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -950798.187500 Penalty: 892.914673
	Iteration 14Q: 3 clusters Score -950798.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -950860.625000 Penalty: 892.914673
	Iteration 15Q: 3 clusters Score -950860.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -950922.687500 Penalty: 892.914673
	Iteration 16Q: 3 clusters Score -950922.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -950999.187500 Penalty: 892.914673
	Iteration 17Q: 3 clusters Score -950999.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -951080.375000 Penalty: 892.914673
	Iteration 18Q: 3 clusters Score -951080.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -951179.375000 Penalty: 892.914673
	Iteration 19Q: 3 clusters Score -951179.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -951305.250000 Penalty: 892.914673
	Iteration 20F: 3 clusters Score -951305.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -951423.375000 Penalty: 892.914673
	Iteration 21Q: 3 clusters Score -951423.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -951517.500000 Penalty: 892.914673
	Iteration 22Q: 3 clusters Score -951517.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -951591.250000 Penalty: 892.914673
	Iteration 23Q: 3 clusters Score -951591.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -951649.187500 Penalty: 892.914673
	Iteration 24Q: 3 clusters Score -951649.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -951685.812500 Penalty: 892.914673
	Iteration 25Q: 3 clusters Score -951685.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -951718.000000 Penalty: 892.914673
	Iteration 26Q: 3 clusters Score -951718 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -951740.750000 Penalty: 892.914673
	Iteration 27Q: 3 clusters Score -951740.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -951768.875000 Penalty: 892.914673
	Iteration 28Q: 3 clusters Score -951768.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -951792.937500 Penalty: 892.914673
	Iteration 29Q: 3 clusters Score -951792.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -951808.687500 Penalty: 892.914673
	Iteration 30Q: 3 clusters Score -951808.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -951821.875000 Penalty: 892.914673
	Iteration 31Q: 3 clusters Score -951821.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -951839.250000 Penalty: 892.914673
	Iteration 32Q: 3 clusters Score -951839.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -951851.875000 Penalty: 892.914673
	Iteration 33Q: 3 clusters Score -951851.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -951866.875000 Penalty: 892.914673
	Iteration 34Q: 3 clusters Score -951866.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -951880.375000 Penalty: 892.914673
	Iteration 35Q: 3 clusters Score -951880.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -951896.125000 Penalty: 892.914673
	Iteration 36Q: 3 clusters Score -951896.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -951904.375000 Penalty: 892.914673
	Iteration 37Q: 3 clusters Score -951904.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -951915.500000 Penalty: 892.914673
	Iteration 38Q: 3 clusters Score -951915.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -951921.062500 Penalty: 892.914673
	Iteration 39Q: 3 clusters Score -951921.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -951928.062500 Penalty: 892.914673
	Iteration 40F: 3 clusters Score -951928.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -951939.000000 Penalty: 892.914673
	Iteration 41Q: 3 clusters Score -951939 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -951950.437500 Penalty: 892.914673
	Iteration 42Q: 3 clusters Score -951950.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -951965.500000 Penalty: 892.914673
	Iteration 43Q: 3 clusters Score -951965.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -951984.687500 Penalty: 892.914673
	Iteration 44Q: 3 clusters Score -951984.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -952006.062500 Penalty: 892.914673
	Iteration 45Q: 3 clusters Score -952006.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -952023.125000 Penalty: 892.914673
	Iteration 46Q: 3 clusters Score -952023.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -952045.125000 Penalty: 892.914673
	Iteration 47Q: 3 clusters Score -952045.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -952062.500000 Penalty: 892.914673
	Iteration 48Q: 3 clusters Score -952062.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -952087.875000 Penalty: 892.914673
	Iteration 49Q: 3 clusters Score -952087.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -952111.625000 Penalty: 892.914673
	Iteration 50Q: 3 clusters Score -952111.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -952138.312500 Penalty: 892.914673
	Iteration 51Q: 3 clusters Score -952138.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -952168.312500 Penalty: 892.914673
	Iteration 52Q: 3 clusters Score -952168.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -952202.437500 Penalty: 892.914673
	Iteration 53Q: 3 clusters Score -952202.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -952233.687500 Penalty: 892.914673
	Iteration 54Q: 3 clusters Score -952233.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -952261.937500 Penalty: 892.914673
	Iteration 55Q: 3 clusters Score -952261.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -952300.250000 Penalty: 892.914673
	Iteration 56Q: 3 clusters Score -952300.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -952348.125000 Penalty: 892.914673
	Iteration 57Q: 3 clusters Score -952348.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -952412.875000 Penalty: 892.914673
	Iteration 58Q: 3 clusters Score -952412.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -952476.062500 Penalty: 892.914673
	Iteration 59Q: 3 clusters Score -952476.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -952532.812500 Penalty: 892.914673
	Iteration 60F: 3 clusters Score -952532.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -952593.312500 Penalty: 892.914673
	Iteration 61Q: 3 clusters Score -952593.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -952658.875000 Penalty: 892.914673
	Iteration 62Q: 3 clusters Score -952658.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -952707.562500 Penalty: 892.914673
	Iteration 63Q: 3 clusters Score -952707.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -952761.812500 Penalty: 892.914673
	Iteration 64Q: 3 clusters Score -952761.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -952801.500000 Penalty: 892.914673
	Iteration 65Q: 3 clusters Score -952801.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -952850.937500 Penalty: 892.914673
	Iteration 66Q: 3 clusters Score -952850.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -952903.125000 Penalty: 892.914673
	Iteration 67Q: 3 clusters Score -952903.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -952971.312500 Penalty: 892.914673
	Iteration 68Q: 3 clusters Score -952971.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -953038.312500 Penalty: 892.914673
	Iteration 69Q: 3 clusters Score -953038.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -953115.187500 Penalty: 892.914673
	Iteration 70Q: 3 clusters Score -953115.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -953177.187500 Penalty: 892.914673
	Iteration 71Q: 3 clusters Score -953177.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -953240.750000 Penalty: 892.914673
	Iteration 72Q: 3 clusters Score -953240.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -953307.312500 Penalty: 892.914673
	Iteration 73Q: 3 clusters Score -953307.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -953367.687500 Penalty: 892.914673
	Iteration 74Q: 3 clusters Score -953367.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -953406.812500 Penalty: 892.914673
	Iteration 75Q: 3 clusters Score -953406.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -953436.375000 Penalty: 892.914673
	Iteration 76Q: 3 clusters Score -953436.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -953460.750000 Penalty: 892.914673
	Iteration 77Q: 3 clusters Score -953460.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -953470.312500 Penalty: 892.914673
	Iteration 78Q: 3 clusters Score -953470.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -953481.375000 Penalty: 892.914673
	Iteration 79Q: 3 clusters Score -953481.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -953493.937500 Penalty: 892.914673
	Iteration 80F: 3 clusters Score -953493.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -953502.500000 Penalty: 892.914673
	Iteration 81Q: 3 clusters Score -953502.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -953515.687500 Penalty: 892.914673
	Iteration 82Q: 3 clusters Score -953515.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -953529.312500 Penalty: 892.914673
	Iteration 83Q: 3 clusters Score -953529.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -953537.875000 Penalty: 892.914673
	Iteration 84Q: 3 clusters Score -953537.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -953550.875000 Penalty: 892.914673
	Iteration 85Q: 3 clusters Score -953550.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -953558.812500 Penalty: 892.914673
	Iteration 86Q: 3 clusters Score -953558.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -953563.562500 Penalty: 892.914673
	Iteration 87Q: 3 clusters Score -953563.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -953568.625000 Penalty: 892.914673
	Iteration 88Q: 3 clusters Score -953568.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -953575.750000 Penalty: 892.914673
	Iteration 89Q: 3 clusters Score -953575.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -953578.750000 Penalty: 892.914673
	Iteration 90Q: 3 clusters Score -953578.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -953582.562500 Penalty: 892.914673
	Iteration 91Q: 3 clusters Score -953582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -953583.625000 Penalty: 892.914673
	Iteration 92Q: 3 clusters Score -953583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -953583.375000 Penalty: 892.914673
	Iteration 93Q: 3 clusters Score -953583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -953583.375000 Penalty: 892.914673
	Iteration 94F: 3 clusters Score -953583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (75877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75877 members 
Entering Unmasked Estep 
Score: -4113450.750000 Penalty: 511.277527
	Iteration 0F: 2 clusters Score -4113451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -4062409.250000 Penalty: 1022.555054
	Iteration 0F: 3 clusters Score -4062409 nChanged 36976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -4084550.000000 Penalty: 1022.555054
	Iteration 1F: 3 clusters Score -4084550 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -4085689.000000 Penalty: 1022.555054
	Iteration 2Q: 3 clusters Score -4085689 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -4087644.500000 Penalty: 1022.555054
	Iteration 3F: 3 clusters Score -4087644 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -4091255.500000 Penalty: 1022.555054
	Iteration 4F: 3 clusters Score -4091256 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -4097060.750000 Penalty: 1022.555054
	Iteration 5F: 3 clusters Score -4097061 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -4103653.250000 Penalty: 1022.555054
	Iteration 6F: 3 clusters Score -4103653 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -4108587.750000 Penalty: 1022.555054
	Iteration 7F: 3 clusters Score -4108588 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -4111161.750000 Penalty: 1022.555054
	Iteration 8Q: 3 clusters Score -4111162 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -4112264.250000 Penalty: 1022.555054
	Iteration 9Q: 3 clusters Score -4112264 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -4112670.000000 Penalty: 1022.555054
	Iteration 10Q: 3 clusters Score -4112670 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -4112821.750000 Penalty: 1022.555054
	Iteration 11Q: 3 clusters Score -4112822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -4112899.750000 Penalty: 1022.555054
	Iteration 12Q: 3 clusters Score -4112900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -4112943.750000 Penalty: 1022.555054
	Iteration 13Q: 3 clusters Score -4112944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -4112974.000000 Penalty: 1022.555054
	Iteration 14Q: 3 clusters Score -4112974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -4112993.750000 Penalty: 1022.555054
	Iteration 15Q: 3 clusters Score -4112994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -4113003.000000 Penalty: 1022.555054
	Iteration 16Q: 3 clusters Score -4113003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -4113004.750000 Penalty: 1022.555054
	Iteration 17Q: 3 clusters Score -4113005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -4113010.000000 Penalty: 1022.555054
	Iteration 18Q: 3 clusters Score -4113010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -4113013.500000 Penalty: 1022.555054
	Iteration 19Q: 3 clusters Score -4113014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 75771 members 
Entering Unmasked Estep 
Score: -4113010.000000 Penalty: 1022.555054
	Iteration 20F: 3 clusters Score -4113010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -4113020.250000 Penalty: 1022.555054
	Iteration 21Q: 3 clusters Score -4113020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -4113021.000000 Penalty: 1022.555054
	Iteration 22Q: 3 clusters Score -4113021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -4113021.000000 Penalty: 1022.555054
	Iteration 23F: 3 clusters Score -4113021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (54549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Entering Unmasked Estep 
Score: -3036264.500000 Penalty: 496.261871
	Iteration 0F: 2 clusters Score -3036264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -2999614.750000 Penalty: 992.523743
	Iteration 0F: 3 clusters Score -2999615 nChanged 26467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -3015824.750000 Penalty: 992.523743
	Iteration 1F: 3 clusters Score -3015825 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -3017301.500000 Penalty: 992.523743
	Iteration 2F: 3 clusters Score -3017302 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -3019819.750000 Penalty: 992.523743
	Iteration 3F: 3 clusters Score -3019820 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -3023418.250000 Penalty: 992.523743
	Iteration 4F: 3 clusters Score -3023418 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -3027009.000000 Penalty: 992.523743
	Iteration 5F: 3 clusters Score -3027009 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -3029623.000000 Penalty: 992.523743
	Iteration 6F: 3 clusters Score -3029623 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -3031273.250000 Penalty: 992.523743
	Iteration 7Q: 3 clusters Score -3031273 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -3032437.500000 Penalty: 992.523743
	Iteration 8Q: 3 clusters Score -3032438 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -3033345.000000 Penalty: 992.523743
	Iteration 9Q: 3 clusters Score -3033345 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -3034072.000000 Penalty: 992.523743
	Iteration 10Q: 3 clusters Score -3034072 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -3034653.750000 Penalty: 992.523743
	Iteration 11Q: 3 clusters Score -3034654 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -3035073.250000 Penalty: 992.523743
	Iteration 12Q: 3 clusters Score -3035073 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -3035353.000000 Penalty: 992.523743
	Iteration 13Q: 3 clusters Score -3035353 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -3035544.250000 Penalty: 992.523743
	Iteration 14Q: 3 clusters Score -3035544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -3035666.500000 Penalty: 992.523743
	Iteration 15Q: 3 clusters Score -3035666 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -3035736.750000 Penalty: 992.523743
	Iteration 16Q: 3 clusters Score -3035737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -3035791.750000 Penalty: 992.523743
	Iteration 17Q: 3 clusters Score -3035792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -3035811.500000 Penalty: 992.523743
	Iteration 18Q: 3 clusters Score -3035812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -3035820.000000 Penalty: 992.523743
	Iteration 19Q: 3 clusters Score -3035820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -3035825.750000 Penalty: 992.523743
	Iteration 20F: 3 clusters Score -3035826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -3035829.250000 Penalty: 992.523743
	Iteration 21Q: 3 clusters Score -3035829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -3035827.250000 Penalty: 992.523743
	Iteration 22Q: 3 clusters Score -3035827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -3035832.000000 Penalty: 992.523743
	Iteration 23Q: 3 clusters Score -3035832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -3035834.000000 Penalty: 992.523743
	Iteration 24Q: 3 clusters Score -3035834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -3035835.750000 Penalty: 992.523743
	Iteration 25Q: 3 clusters Score -3035836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -3035835.500000 Penalty: 992.523743
	Iteration 26Q: 3 clusters Score -3035836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -3035841.250000 Penalty: 992.523743
	Iteration 27Q: 3 clusters Score -3035841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -3035847.250000 Penalty: 992.523743
	Iteration 28Q: 3 clusters Score -3035847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -3035849.250000 Penalty: 992.523743
	Iteration 29Q: 3 clusters Score -3035849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -3035849.250000 Penalty: 992.523743
	Iteration 30F: 3 clusters Score -3035849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -4202.348633 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -4202.349 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 56 members 
Entering Unmasked Estep 
Score: -4008.759766 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -4008.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -4078.450439 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -4078.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -4128.516602 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -4128.517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -4176.853027 Penalty: 431.788818
	Iteration 3F: 3 clusters Score -4176.853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4179.915527 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -4179.916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -4179.915527 Penalty: 431.788818
	Iteration 5F: 3 clusters Score -4179.916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Entering Unmasked Estep 
Score: -896234.187500 Penalty: 441.817139
	Iteration 0F: 2 clusters Score -896234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -885220.687500 Penalty: 883.634277
	Iteration 0F: 3 clusters Score -885220.7 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -889601.312500 Penalty: 883.634277
	Iteration 1F: 3 clusters Score -889601.3 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -889785.125000 Penalty: 883.634277
	Iteration 2Q: 3 clusters Score -889785.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -889978.312500 Penalty: 883.634277
	Iteration 3Q: 3 clusters Score -889978.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -890250.000000 Penalty: 883.634277
	Iteration 4Q: 3 clusters Score -890250 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -890665.937500 Penalty: 883.634277
	Iteration 5F: 3 clusters Score -890665.9 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -891222.312500 Penalty: 883.634277
	Iteration 6F: 3 clusters Score -891222.3 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -891918.000000 Penalty: 883.634277
	Iteration 7F: 3 clusters Score -891918 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -892868.250000 Penalty: 883.634277
	Iteration 8F: 3 clusters Score -892868.2 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -893883.062500 Penalty: 883.634277
	Iteration 9F: 3 clusters Score -893883.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -894609.187500 Penalty: 883.634277
	Iteration 10Q: 3 clusters Score -894609.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -894998.875000 Penalty: 883.634277
	Iteration 11Q: 3 clusters Score -894998.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -895192.375000 Penalty: 883.634277
	Iteration 12Q: 3 clusters Score -895192.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -895311.500000 Penalty: 883.634277
	Iteration 13Q: 3 clusters Score -895311.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -895388.687500 Penalty: 883.634277
	Iteration 14Q: 3 clusters Score -895388.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -895450.500000 Penalty: 883.634277
	Iteration 15Q: 3 clusters Score -895450.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -895503.312500 Penalty: 883.634277
	Iteration 16Q: 3 clusters Score -895503.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -895561.562500 Penalty: 883.634277
	Iteration 17Q: 3 clusters Score -895561.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -895613.562500 Penalty: 883.634277
	Iteration 18Q: 3 clusters Score -895613.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -895659.625000 Penalty: 883.634277
	Iteration 19Q: 3 clusters Score -895659.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -895701.437500 Penalty: 883.634277
	Iteration 20F: 3 clusters Score -895701.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -895740.812500 Penalty: 883.634277
	Iteration 21Q: 3 clusters Score -895740.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -895760.125000 Penalty: 883.634277
	Iteration 22Q: 3 clusters Score -895760.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -895780.687500 Penalty: 883.634277
	Iteration 23Q: 3 clusters Score -895780.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -895793.750000 Penalty: 883.634277
	Iteration 24Q: 3 clusters Score -895793.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -895800.562500 Penalty: 883.634277
	Iteration 25Q: 3 clusters Score -895800.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -895805.812500 Penalty: 883.634277
	Iteration 26Q: 3 clusters Score -895805.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -895809.937500 Penalty: 883.634277
	Iteration 27Q: 3 clusters Score -895809.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -895817.062500 Penalty: 883.634277
	Iteration 28Q: 3 clusters Score -895817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -895820.125000 Penalty: 883.634277
	Iteration 29Q: 3 clusters Score -895820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -895821.937500 Penalty: 883.634277
	Iteration 30Q: 3 clusters Score -895821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -895820.937500 Penalty: 883.634277
	Iteration 31Q: 3 clusters Score -895820.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -895820.875000 Penalty: 883.634277
	Iteration 32Q: 3 clusters Score -895820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -895821.375000 Penalty: 883.634277
	Iteration 33Q: 3 clusters Score -895821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -895824.125000 Penalty: 883.634277
	Iteration 34Q: 3 clusters Score -895824.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -895824.562500 Penalty: 883.634277
	Iteration 35Q: 3 clusters Score -895824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -895827.625000 Penalty: 883.634277
	Iteration 36Q: 3 clusters Score -895827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -895827.625000 Penalty: 883.634277
	Iteration 37Q: 3 clusters Score -895827.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -895829.437500 Penalty: 883.634277
	Iteration 38Q: 3 clusters Score -895829.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -895831.312500 Penalty: 883.634277
	Iteration 39Q: 3 clusters Score -895831.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -895831.687500 Penalty: 883.634277
	Iteration 40F: 3 clusters Score -895831.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -895836.500000 Penalty: 883.634277
	Iteration 41Q: 3 clusters Score -895836.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -895837.500000 Penalty: 883.634277
	Iteration 42Q: 3 clusters Score -895837.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -895840.000000 Penalty: 883.634277
	Iteration 43Q: 3 clusters Score -895840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -895841.312500 Penalty: 883.634277
	Iteration 44Q: 3 clusters Score -895841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -895842.125000 Penalty: 883.634277
	Iteration 45Q: 3 clusters Score -895842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -895843.750000 Penalty: 883.634277
	Iteration 46Q: 3 clusters Score -895843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -895844.125000 Penalty: 883.634277
	Iteration 47Q: 3 clusters Score -895844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -895843.562500 Penalty: 883.634277
	Iteration 48Q: 3 clusters Score -895843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -895843.875000 Penalty: 883.634277
	Iteration 49Q: 3 clusters Score -895843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -895843.875000 Penalty: 883.634277
	Iteration 50F: 3 clusters Score -895843.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Entering Unmasked Estep 
Score: -306435.531250 Penalty: 393.181671
	Iteration 0F: 2 clusters Score -306435.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -302638.125000 Penalty: 786.363342
	Iteration 0F: 3 clusters Score -302638.1 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -304090.781250 Penalty: 786.363342
	Iteration 1F: 3 clusters Score -304090.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -304298.906250 Penalty: 786.363342
	Iteration 2F: 3 clusters Score -304298.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -304542.687500 Penalty: 786.363342
	Iteration 3F: 3 clusters Score -304542.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -304840.468750 Penalty: 786.363342
	Iteration 4F: 3 clusters Score -304840.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -305192.812500 Penalty: 786.363342
	Iteration 5F: 3 clusters Score -305192.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -305549.281250 Penalty: 786.363342
	Iteration 6F: 3 clusters Score -305549.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -305822.656250 Penalty: 786.363342
	Iteration 7Q: 3 clusters Score -305822.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -305979.500000 Penalty: 786.363342
	Iteration 8Q: 3 clusters Score -305979.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -306020.937500 Penalty: 786.363342
	Iteration 9Q: 3 clusters Score -306020.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -306043.562500 Penalty: 786.363342
	Iteration 10Q: 3 clusters Score -306043.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -306059.031250 Penalty: 786.363342
	Iteration 11Q: 3 clusters Score -306059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -306068.218750 Penalty: 786.363342
	Iteration 12Q: 3 clusters Score -306068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -306074.500000 Penalty: 786.363342
	Iteration 13Q: 3 clusters Score -306074.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -306080.468750 Penalty: 786.363342
	Iteration 14Q: 3 clusters Score -306080.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -306084.656250 Penalty: 786.363342
	Iteration 15Q: 3 clusters Score -306084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -306087.406250 Penalty: 786.363342
	Iteration 16Q: 3 clusters Score -306087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -306089.531250 Penalty: 786.363342
	Iteration 17Q: 3 clusters Score -306089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -306089.312500 Penalty: 786.363342
	Iteration 18Q: 3 clusters Score -306089.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -306089.312500 Penalty: 786.363342
	Iteration 19F: 3 clusters Score -306089.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (66106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Entering Unmasked Estep 
Score: -3649039.000000 Penalty: 505.005188
	Iteration 0F: 2 clusters Score -3649039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3604675.500000 Penalty: 1010.010376
	Iteration 0F: 3 clusters Score -3604676 nChanged 32176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -3624338.250000 Penalty: 1010.010376
	Iteration 1F: 3 clusters Score -3624338 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -3625363.750000 Penalty: 1010.010376
	Iteration 2Q: 3 clusters Score -3625364 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -3626828.500000 Penalty: 1010.010376
	Iteration 3Q: 3 clusters Score -3626828 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -3629037.750000 Penalty: 1010.010376
	Iteration 4F: 3 clusters Score -3629038 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -3632129.750000 Penalty: 1010.010376
	Iteration 5F: 3 clusters Score -3632130 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -3635588.750000 Penalty: 1010.010376
	Iteration 6F: 3 clusters Score -3635589 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -3637869.000000 Penalty: 1010.010376
	Iteration 7F: 3 clusters Score -3637869 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -3639027.250000 Penalty: 1010.010376
	Iteration 8Q: 3 clusters Score -3639027 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -3639956.750000 Penalty: 1010.010376
	Iteration 9Q: 3 clusters Score -3639957 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -3641008.250000 Penalty: 1010.010376
	Iteration 10Q: 3 clusters Score -3641008 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -3642363.250000 Penalty: 1010.010376
	Iteration 11Q: 3 clusters Score -3642363 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -3643869.500000 Penalty: 1010.010376
	Iteration 12Q: 3 clusters Score -3643870 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -3645266.750000 Penalty: 1010.010376
	Iteration 13Q: 3 clusters Score -3645267 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -3646414.500000 Penalty: 1010.010376
	Iteration 14Q: 3 clusters Score -3646414 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -3647148.000000 Penalty: 1010.010376
	Iteration 15Q: 3 clusters Score -3647148 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -3647591.500000 Penalty: 1010.010376
	Iteration 16Q: 3 clusters Score -3647592 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -3647796.750000 Penalty: 1010.010376
	Iteration 17Q: 3 clusters Score -3647797 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -3647919.000000 Penalty: 1010.010376
	Iteration 18Q: 3 clusters Score -3647919 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -3647968.500000 Penalty: 1010.010376
	Iteration 19Q: 3 clusters Score -3647968 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -3648063.000000 Penalty: 1010.010376
	Iteration 20F: 3 clusters Score -3648063 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -3648099.000000 Penalty: 1010.010376
	Iteration 21Q: 3 clusters Score -3648099 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -3648097.750000 Penalty: 1010.010376
	Iteration 22Q: 3 clusters Score -3648098 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -3648109.000000 Penalty: 1010.010376
	Iteration 23Q: 3 clusters Score -3648109 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -3648117.250000 Penalty: 1010.010376
	Iteration 24Q: 3 clusters Score -3648117 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -3648120.750000 Penalty: 1010.010376
	Iteration 25Q: 3 clusters Score -3648121 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -3648114.500000 Penalty: 1010.010376
	Iteration 26Q: 3 clusters Score -3648114 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -3648117.250000 Penalty: 1010.010376
	Iteration 27Q: 3 clusters Score -3648117 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -3648119.000000 Penalty: 1010.010376
	Iteration 28Q: 3 clusters Score -3648119 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -3648101.500000 Penalty: 1010.010376
	Iteration 29Q: 3 clusters Score -3648102 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -3648116.250000 Penalty: 1010.010376
	Iteration 30Q: 3 clusters Score -3648116 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -3648105.000000 Penalty: 1010.010376
	Iteration 31Q: 3 clusters Score -3648105 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -3648116.000000 Penalty: 1010.010376
	Iteration 32Q: 3 clusters Score -3648116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -3648107.250000 Penalty: 1010.010376
	Iteration 33Q: 3 clusters Score -3648107 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -3648107.000000 Penalty: 1010.010376
	Iteration 34Q: 3 clusters Score -3648107 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -3648114.000000 Penalty: 1010.010376
	Iteration 35Q: 3 clusters Score -3648114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -3648111.000000 Penalty: 1010.010376
	Iteration 36Q: 3 clusters Score -3648111 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -3648106.750000 Penalty: 1010.010376
	Iteration 37Q: 3 clusters Score -3648107 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -3648112.750000 Penalty: 1010.010376
	Iteration 38Q: 3 clusters Score -3648113 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -3648122.000000 Penalty: 1010.010376
	Iteration 39Q: 3 clusters Score -3648122 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -3648120.750000 Penalty: 1010.010376
	Iteration 40F: 3 clusters Score -3648121 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -3648112.000000 Penalty: 1010.010376
	Iteration 41Q: 3 clusters Score -3648112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -3648124.250000 Penalty: 1010.010376
	Iteration 42Q: 3 clusters Score -3648124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -3648124.000000 Penalty: 1010.010376
	Iteration 43Q: 3 clusters Score -3648124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -3648124.000000 Penalty: 1010.010376
	Iteration 44Q: 3 clusters Score -3648124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -3648122.500000 Penalty: 1010.010376
	Iteration 45Q: 3 clusters Score -3648122 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -3648111.000000 Penalty: 1010.010376
	Iteration 46Q: 3 clusters Score -3648111 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -3648110.000000 Penalty: 1010.010376
	Iteration 47Q: 3 clusters Score -3648110 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -3648116.000000 Penalty: 1010.010376
	Iteration 48Q: 3 clusters Score -3648116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -3648126.750000 Penalty: 1010.010376
	Iteration 49Q: 3 clusters Score -3648127 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -3648118.000000 Penalty: 1010.010376
	Iteration 50Q: 3 clusters Score -3648118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -3648118.750000 Penalty: 1010.010376
	Iteration 51Q: 3 clusters Score -3648119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -3648120.000000 Penalty: 1010.010376
	Iteration 52Q: 3 clusters Score -3648120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -3648123.000000 Penalty: 1010.010376
	Iteration 53Q: 3 clusters Score -3648123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -3648119.750000 Penalty: 1010.010376
	Iteration 54Q: 3 clusters Score -3648120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -3648112.750000 Penalty: 1010.010376
	Iteration 55Q: 3 clusters Score -3648113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -3648111.750000 Penalty: 1010.010376
	Iteration 56Q: 3 clusters Score -3648112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -3648114.750000 Penalty: 1010.010376
	Iteration 57Q: 3 clusters Score -3648115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -3648130.000000 Penalty: 1010.010376
	Iteration 58Q: 3 clusters Score -3648130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -3648130.000000 Penalty: 1010.010376
	Iteration 59Q: 3 clusters Score -3648130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -3648129.750000 Penalty: 1010.010376
	Iteration 60F: 3 clusters Score -3648130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -3648132.750000 Penalty: 1010.010376
	Iteration 61Q: 3 clusters Score -3648133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -3648135.250000 Penalty: 1010.010376
	Iteration 62Q: 3 clusters Score -3648135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -3648137.250000 Penalty: 1010.010376
	Iteration 63Q: 3 clusters Score -3648137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -3648128.500000 Penalty: 1010.010376
	Iteration 64Q: 3 clusters Score -3648128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -3648134.250000 Penalty: 1010.010376
	Iteration 65Q: 3 clusters Score -3648134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -3648124.750000 Penalty: 1010.010376
	Iteration 66Q: 3 clusters Score -3648125 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -3648134.000000 Penalty: 1010.010376
	Iteration 67Q: 3 clusters Score -3648134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -3648141.000000 Penalty: 1010.010376
	Iteration 68Q: 3 clusters Score -3648141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -3648139.250000 Penalty: 1010.010376
	Iteration 69Q: 3 clusters Score -3648139 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -3648143.000000 Penalty: 1010.010376
	Iteration 70Q: 3 clusters Score -3648143 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -3648138.000000 Penalty: 1010.010376
	Iteration 71Q: 3 clusters Score -3648138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -3648146.250000 Penalty: 1010.010376
	Iteration 72Q: 3 clusters Score -3648146 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -3648151.750000 Penalty: 1010.010376
	Iteration 73Q: 3 clusters Score -3648152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -3648138.000000 Penalty: 1010.010376
	Iteration 74Q: 3 clusters Score -3648138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -3648132.750000 Penalty: 1010.010376
	Iteration 75Q: 3 clusters Score -3648133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 50429 members 
Entering Unmasked Estep 
Score: -3648135.500000 Penalty: 1010.010376
	Iteration 76Q: 3 clusters Score -3648136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -3648138.500000 Penalty: 1010.010376
	Iteration 77Q: 3 clusters Score -3648138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -3648129.750000 Penalty: 1010.010376
	Iteration 78Q: 3 clusters Score -3648130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -3648142.000000 Penalty: 1010.010376
	Iteration 79Q: 3 clusters Score -3648142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -3648143.500000 Penalty: 1010.010376
	Iteration 80F: 3 clusters Score -3648144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -3648142.500000 Penalty: 1010.010376
	Iteration 81Q: 3 clusters Score -3648142 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -3648140.500000 Penalty: 1010.010376
	Iteration 82Q: 3 clusters Score -3648140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -3648128.750000 Penalty: 1010.010376
	Iteration 83Q: 3 clusters Score -3648129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -3648124.750000 Penalty: 1010.010376
	Iteration 84Q: 3 clusters Score -3648125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -3648130.000000 Penalty: 1010.010376
	Iteration 85Q: 3 clusters Score -3648130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -3648128.750000 Penalty: 1010.010376
	Iteration 86Q: 3 clusters Score -3648129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -3648127.750000 Penalty: 1010.010376
	Iteration 87Q: 3 clusters Score -3648128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -3648127.000000 Penalty: 1010.010376
	Iteration 88Q: 3 clusters Score -3648127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -3648136.000000 Penalty: 1010.010376
	Iteration 89Q: 3 clusters Score -3648136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -3648140.500000 Penalty: 1010.010376
	Iteration 90Q: 3 clusters Score -3648140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -3648147.250000 Penalty: 1010.010376
	Iteration 91Q: 3 clusters Score -3648147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -3648145.750000 Penalty: 1010.010376
	Iteration 92Q: 3 clusters Score -3648146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -3648141.500000 Penalty: 1010.010376
	Iteration 93Q: 3 clusters Score -3648142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -3648144.250000 Penalty: 1010.010376
	Iteration 94Q: 3 clusters Score -3648144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -3648142.750000 Penalty: 1010.010376
	Iteration 95Q: 3 clusters Score -3648143 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -3648154.500000 Penalty: 1010.010376
	Iteration 96Q: 3 clusters Score -3648154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -3648157.250000 Penalty: 1010.010376
	Iteration 97Q: 3 clusters Score -3648157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -3648154.750000 Penalty: 1010.010376
	Iteration 98Q: 3 clusters Score -3648155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -3648150.000000 Penalty: 1010.010376
	Iteration 99Q: 3 clusters Score -3648150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -3648150.250000 Penalty: 1010.010376
	Iteration 100F: 3 clusters Score -3648150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -3648150.250000 Penalty: 1010.010376
	Iteration 101Q: 3 clusters Score -3648150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -3648151.000000 Penalty: 1010.010376
	Iteration 102Q: 3 clusters Score -3648151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -3648151.250000 Penalty: 1010.010376
	Iteration 103Q: 3 clusters Score -3648151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -3648151.250000 Penalty: 1010.010376
	Iteration 104F: 3 clusters Score -3648151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (20945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Entering Unmasked Estep 
Score: -1186002.250000 Penalty: 452.709320
	Iteration 0F: 2 clusters Score -1186002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1172024.875000 Penalty: 905.418640
	Iteration 0F: 3 clusters Score -1172025 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1177806.250000 Penalty: 905.418640
	Iteration 1F: 3 clusters Score -1177806 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1178060.875000 Penalty: 905.418640
	Iteration 2Q: 3 clusters Score -1178061 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1178413.750000 Penalty: 905.418640
	Iteration 3Q: 3 clusters Score -1178414 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1179000.375000 Penalty: 905.418640
	Iteration 4F: 3 clusters Score -1179000 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1179929.375000 Penalty: 905.418640
	Iteration 5F: 3 clusters Score -1179929 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -1181126.125000 Penalty: 905.418640
	Iteration 6F: 3 clusters Score -1181126 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1182536.875000 Penalty: 905.418640
	Iteration 7F: 3 clusters Score -1182537 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1183680.625000 Penalty: 905.418640
	Iteration 8Q: 3 clusters Score -1183681 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1184278.375000 Penalty: 905.418640
	Iteration 9Q: 3 clusters Score -1184278 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -1184552.625000 Penalty: 905.418640
	Iteration 10Q: 3 clusters Score -1184553 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1184745.625000 Penalty: 905.418640
	Iteration 11Q: 3 clusters Score -1184746 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -1184855.625000 Penalty: 905.418640
	Iteration 12Q: 3 clusters Score -1184856 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -1184942.250000 Penalty: 905.418640
	Iteration 13Q: 3 clusters Score -1184942 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -1185020.000000 Penalty: 905.418640
	Iteration 14Q: 3 clusters Score -1185020 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -1185090.375000 Penalty: 905.418640
	Iteration 15Q: 3 clusters Score -1185090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -1185143.500000 Penalty: 905.418640
	Iteration 16Q: 3 clusters Score -1185144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1185180.125000 Penalty: 905.418640
	Iteration 17Q: 3 clusters Score -1185180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -1185215.750000 Penalty: 905.418640
	Iteration 18Q: 3 clusters Score -1185216 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -1185254.375000 Penalty: 905.418640
	Iteration 19Q: 3 clusters Score -1185254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -1185274.125000 Penalty: 905.418640
	Iteration 20F: 3 clusters Score -1185274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1185294.250000 Penalty: 905.418640
	Iteration 21Q: 3 clusters Score -1185294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -1185305.500000 Penalty: 905.418640
	Iteration 22Q: 3 clusters Score -1185306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -1185315.250000 Penalty: 905.418640
	Iteration 23Q: 3 clusters Score -1185315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -1185324.750000 Penalty: 905.418640
	Iteration 24Q: 3 clusters Score -1185325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -1185325.625000 Penalty: 905.418640
	Iteration 25Q: 3 clusters Score -1185326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -1185333.000000 Penalty: 905.418640
	Iteration 26Q: 3 clusters Score -1185333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -1185339.000000 Penalty: 905.418640
	Iteration 27Q: 3 clusters Score -1185339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -1185341.125000 Penalty: 905.418640
	Iteration 28Q: 3 clusters Score -1185341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -1185351.500000 Penalty: 905.418640
	Iteration 29Q: 3 clusters Score -1185352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -1185354.875000 Penalty: 905.418640
	Iteration 30Q: 3 clusters Score -1185355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -1185374.125000 Penalty: 905.418640
	Iteration 31Q: 3 clusters Score -1185374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -1185385.375000 Penalty: 905.418640
	Iteration 32Q: 3 clusters Score -1185385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -1185393.875000 Penalty: 905.418640
	Iteration 33Q: 3 clusters Score -1185394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -1185403.750000 Penalty: 905.418640
	Iteration 34Q: 3 clusters Score -1185404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -1185419.250000 Penalty: 905.418640
	Iteration 35Q: 3 clusters Score -1185419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -1185428.625000 Penalty: 905.418640
	Iteration 36Q: 3 clusters Score -1185429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -1185441.250000 Penalty: 905.418640
	Iteration 37Q: 3 clusters Score -1185441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1185456.250000 Penalty: 905.418640
	Iteration 38Q: 3 clusters Score -1185456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -1185469.000000 Penalty: 905.418640
	Iteration 39Q: 3 clusters Score -1185469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -1185475.875000 Penalty: 905.418640
	Iteration 40F: 3 clusters Score -1185476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -1185497.125000 Penalty: 905.418640
	Iteration 41Q: 3 clusters Score -1185497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -1185512.000000 Penalty: 905.418640
	Iteration 42Q: 3 clusters Score -1185512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -1185514.875000 Penalty: 905.418640
	Iteration 43Q: 3 clusters Score -1185515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -1185534.250000 Penalty: 905.418640
	Iteration 44Q: 3 clusters Score -1185534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -1185543.875000 Penalty: 905.418640
	Iteration 45Q: 3 clusters Score -1185544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -1185545.250000 Penalty: 905.418640
	Iteration 46Q: 3 clusters Score -1185545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -1185562.500000 Penalty: 905.418640
	Iteration 47Q: 3 clusters Score -1185562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -1185563.250000 Penalty: 905.418640
	Iteration 48Q: 3 clusters Score -1185563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -1185560.875000 Penalty: 905.418640
	Iteration 49Q: 3 clusters Score -1185561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1185568.750000 Penalty: 905.418640
	Iteration 50Q: 3 clusters Score -1185569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -1185572.875000 Penalty: 905.418640
	Iteration 51Q: 3 clusters Score -1185573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -1185575.250000 Penalty: 905.418640
	Iteration 52Q: 3 clusters Score -1185575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -1185580.625000 Penalty: 905.418640
	Iteration 53Q: 3 clusters Score -1185581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -1185576.000000 Penalty: 905.418640
	Iteration 54Q: 3 clusters Score -1185576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -1185584.000000 Penalty: 905.418640
	Iteration 55Q: 3 clusters Score -1185584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -1185587.875000 Penalty: 905.418640
	Iteration 56Q: 3 clusters Score -1185588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1185595.000000 Penalty: 905.418640
	Iteration 57Q: 3 clusters Score -1185595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -1185598.375000 Penalty: 905.418640
	Iteration 58Q: 3 clusters Score -1185598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -1185598.375000 Penalty: 905.418640
	Iteration 59Q: 3 clusters Score -1185598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -1185600.000000 Penalty: 905.418640
	Iteration 60F: 3 clusters Score -1185600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -1185598.625000 Penalty: 905.418640
	Iteration 61Q: 3 clusters Score -1185599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -1185598.875000 Penalty: 905.418640
	Iteration 62Q: 3 clusters Score -1185599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -1185604.000000 Penalty: 905.418640
	Iteration 63Q: 3 clusters Score -1185604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1185603.125000 Penalty: 905.418640
	Iteration 64Q: 3 clusters Score -1185603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -1185610.625000 Penalty: 905.418640
	Iteration 65Q: 3 clusters Score -1185611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -1185609.375000 Penalty: 905.418640
	Iteration 66Q: 3 clusters Score -1185609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -1185609.750000 Penalty: 905.418640
	Iteration 67Q: 3 clusters Score -1185610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -1185614.875000 Penalty: 905.418640
	Iteration 68Q: 3 clusters Score -1185615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -1185613.500000 Penalty: 905.418640
	Iteration 69Q: 3 clusters Score -1185614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -1185613.000000 Penalty: 905.418640
	Iteration 70Q: 3 clusters Score -1185613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -1185617.250000 Penalty: 905.418640
	Iteration 71Q: 3 clusters Score -1185617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -1185623.750000 Penalty: 905.418640
	Iteration 72Q: 3 clusters Score -1185624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -1185625.500000 Penalty: 905.418640
	Iteration 73Q: 3 clusters Score -1185626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -1185628.375000 Penalty: 905.418640
	Iteration 74Q: 3 clusters Score -1185628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -1185630.375000 Penalty: 905.418640
	Iteration 75Q: 3 clusters Score -1185630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -1185630.000000 Penalty: 905.418640
	Iteration 76Q: 3 clusters Score -1185630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -1185631.125000 Penalty: 905.418640
	Iteration 77Q: 3 clusters Score -1185631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -1185631.000000 Penalty: 905.418640
	Iteration 78Q: 3 clusters Score -1185631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -1185635.625000 Penalty: 905.418640
	Iteration 79Q: 3 clusters Score -1185636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -1185631.625000 Penalty: 905.418640
	Iteration 80F: 3 clusters Score -1185632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -1185640.250000 Penalty: 905.418640
	Iteration 81Q: 3 clusters Score -1185640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -1185641.500000 Penalty: 905.418640
	Iteration 82Q: 3 clusters Score -1185642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1185638.500000 Penalty: 905.418640
	Iteration 83Q: 3 clusters Score -1185638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -1185643.000000 Penalty: 905.418640
	Iteration 84Q: 3 clusters Score -1185643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -1185644.000000 Penalty: 905.418640
	Iteration 85Q: 3 clusters Score -1185644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -1185642.500000 Penalty: 905.418640
	Iteration 86Q: 3 clusters Score -1185642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -1185645.375000 Penalty: 905.418640
	Iteration 87Q: 3 clusters Score -1185645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -1185646.875000 Penalty: 905.418640
	Iteration 88Q: 3 clusters Score -1185647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -1185646.000000 Penalty: 905.418640
	Iteration 89Q: 3 clusters Score -1185646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -1185644.750000 Penalty: 905.418640
	Iteration 90Q: 3 clusters Score -1185645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -1185645.875000 Penalty: 905.418640
	Iteration 91Q: 3 clusters Score -1185646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -1185649.000000 Penalty: 905.418640
	Iteration 92Q: 3 clusters Score -1185649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1185651.125000 Penalty: 905.418640
	Iteration 93Q: 3 clusters Score -1185651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -1185649.375000 Penalty: 905.418640
	Iteration 94Q: 3 clusters Score -1185649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -1185650.125000 Penalty: 905.418640
	Iteration 95Q: 3 clusters Score -1185650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -1185652.375000 Penalty: 905.418640
	Iteration 96Q: 3 clusters Score -1185652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -1185652.375000 Penalty: 905.418640
	Iteration 97F: 3 clusters Score -1185652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Entering Unmasked Estep 
Score: -283369.281250 Penalty: 389.412964
	Iteration 0F: 2 clusters Score -283369.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -279807.062500 Penalty: 778.825928
	Iteration 0F: 3 clusters Score -279807.1 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -281191.312500 Penalty: 778.825928
	Iteration 1F: 3 clusters Score -281191.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -281332.406250 Penalty: 778.825928
	Iteration 2F: 3 clusters Score -281332.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -281450.750000 Penalty: 778.825928
	Iteration 3F: 3 clusters Score -281450.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -281588.750000 Penalty: 778.825928
	Iteration 4Q: 3 clusters Score -281588.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -281804.125000 Penalty: 778.825928
	Iteration 5F: 3 clusters Score -281804.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -282076.500000 Penalty: 778.825928
	Iteration 6F: 3 clusters Score -282076.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -282368.906250 Penalty: 778.825928
	Iteration 7F: 3 clusters Score -282368.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -282586.218750 Penalty: 778.825928
	Iteration 8F: 3 clusters Score -282586.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -282705.437500 Penalty: 778.825928
	Iteration 9Q: 3 clusters Score -282705.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -282781.375000 Penalty: 778.825928
	Iteration 10Q: 3 clusters Score -282781.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -282832.375000 Penalty: 778.825928
	Iteration 11Q: 3 clusters Score -282832.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -282881.781250 Penalty: 778.825928
	Iteration 12Q: 3 clusters Score -282881.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -282935.062500 Penalty: 778.825928
	Iteration 13Q: 3 clusters Score -282935.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -282985.343750 Penalty: 778.825928
	Iteration 14Q: 3 clusters Score -282985.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -283027.312500 Penalty: 778.825928
	Iteration 15Q: 3 clusters Score -283027.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -283058.500000 Penalty: 778.825928
	Iteration 16Q: 3 clusters Score -283058.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -283081.531250 Penalty: 778.825928
	Iteration 17Q: 3 clusters Score -283081.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -283091.281250 Penalty: 778.825928
	Iteration 18Q: 3 clusters Score -283091.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -283096.437500 Penalty: 778.825928
	Iteration 19Q: 3 clusters Score -283096.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -283098.812500 Penalty: 778.825928
	Iteration 20F: 3 clusters Score -283098.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -283100.875000 Penalty: 778.825928
	Iteration 21Q: 3 clusters Score -283100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -283101.781250 Penalty: 778.825928
	Iteration 22Q: 3 clusters Score -283101.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -283101.500000 Penalty: 778.825928
	Iteration 23Q: 3 clusters Score -283101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -283101.500000 Penalty: 778.825928
	Iteration 24F: 3 clusters Score -283101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -268133.875000 Penalty: 388.903717
	Iteration 0F: 2 clusters Score -268133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -264711.656250 Penalty: 777.807434
	Iteration 0F: 3 clusters Score -264711.7 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -265918.375000 Penalty: 777.807434
	Iteration 1F: 3 clusters Score -265918.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -266071.968750 Penalty: 777.807434
	Iteration 2F: 3 clusters Score -266072 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -266280.562500 Penalty: 777.807434
	Iteration 3F: 3 clusters Score -266280.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -266499.968750 Penalty: 777.807434
	Iteration 4F: 3 clusters Score -266500 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -266772.218750 Penalty: 777.807434
	Iteration 5F: 3 clusters Score -266772.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -267068.500000 Penalty: 777.807434
	Iteration 6F: 3 clusters Score -267068.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -267376.000000 Penalty: 777.807434
	Iteration 7F: 3 clusters Score -267376 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -267622.093750 Penalty: 777.807434
	Iteration 8F: 3 clusters Score -267622.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -267777.937500 Penalty: 777.807434
	Iteration 9Q: 3 clusters Score -267777.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -267850.687500 Penalty: 777.807434
	Iteration 10Q: 3 clusters Score -267850.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -267885.968750 Penalty: 777.807434
	Iteration 11Q: 3 clusters Score -267886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -267913.781250 Penalty: 777.807434
	Iteration 12Q: 3 clusters Score -267913.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -267926.843750 Penalty: 777.807434
	Iteration 13Q: 3 clusters Score -267926.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -267931.406250 Penalty: 777.807434
	Iteration 14Q: 3 clusters Score -267931.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -267931.843750 Penalty: 777.807434
	Iteration 15Q: 3 clusters Score -267931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -267932.093750 Penalty: 777.807434
	Iteration 16Q: 3 clusters Score -267932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -267932.437500 Penalty: 777.807434
	Iteration 17Q: 3 clusters Score -267932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -267932.281250 Penalty: 777.807434
	Iteration 18Q: 3 clusters Score -267932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -267932.281250 Penalty: 777.807434
	Iteration 19F: 3 clusters Score -267932.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (39748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Entering Unmasked Estep 
Score: -2220021.250000 Penalty: 481.859314
	Iteration 0F: 2 clusters Score -2220021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2193323.250000 Penalty: 963.718628
	Iteration 0F: 3 clusters Score -2193323 nChanged 19208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2204838.500000 Penalty: 963.718628
	Iteration 1F: 3 clusters Score -2204838 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2205326.250000 Penalty: 963.718628
	Iteration 2Q: 3 clusters Score -2205326 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2206123.000000 Penalty: 963.718628
	Iteration 3Q: 3 clusters Score -2206123 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2207445.750000 Penalty: 963.718628
	Iteration 4F: 3 clusters Score -2207446 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2209495.000000 Penalty: 963.718628
	Iteration 5F: 3 clusters Score -2209495 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2211646.750000 Penalty: 963.718628
	Iteration 6F: 3 clusters Score -2211647 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2212786.250000 Penalty: 963.718628
	Iteration 7F: 3 clusters Score -2212786 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2213185.000000 Penalty: 963.718628
	Iteration 8Q: 3 clusters Score -2213185 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2213402.000000 Penalty: 963.718628
	Iteration 9Q: 3 clusters Score -2213402 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2213610.000000 Penalty: 963.718628
	Iteration 10Q: 3 clusters Score -2213610 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2213833.750000 Penalty: 963.718628
	Iteration 11Q: 3 clusters Score -2213834 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2214104.000000 Penalty: 963.718628
	Iteration 12Q: 3 clusters Score -2214104 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2214380.000000 Penalty: 963.718628
	Iteration 13Q: 3 clusters Score -2214380 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2214687.500000 Penalty: 963.718628
	Iteration 14Q: 3 clusters Score -2214688 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2214997.000000 Penalty: 963.718628
	Iteration 15Q: 3 clusters Score -2214997 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2215325.750000 Penalty: 963.718628
	Iteration 16Q: 3 clusters Score -2215326 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2215697.750000 Penalty: 963.718628
	Iteration 17Q: 3 clusters Score -2215698 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2216090.250000 Penalty: 963.718628
	Iteration 18Q: 3 clusters Score -2216090 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2216499.250000 Penalty: 963.718628
	Iteration 19Q: 3 clusters Score -2216499 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2216946.000000 Penalty: 963.718628
	Iteration 20F: 3 clusters Score -2216946 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2217403.250000 Penalty: 963.718628
	Iteration 21Q: 3 clusters Score -2217403 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2217856.500000 Penalty: 963.718628
	Iteration 22Q: 3 clusters Score -2217856 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2218303.500000 Penalty: 963.718628
	Iteration 23Q: 3 clusters Score -2218304 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2218650.750000 Penalty: 963.718628
	Iteration 24Q: 3 clusters Score -2218651 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2218932.250000 Penalty: 963.718628
	Iteration 25Q: 3 clusters Score -2218932 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2219141.000000 Penalty: 963.718628
	Iteration 26Q: 3 clusters Score -2219141 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2219249.250000 Penalty: 963.718628
	Iteration 27Q: 3 clusters Score -2219249 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2219326.250000 Penalty: 963.718628
	Iteration 28Q: 3 clusters Score -2219326 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2219391.500000 Penalty: 963.718628
	Iteration 29Q: 3 clusters Score -2219392 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2219441.000000 Penalty: 963.718628
	Iteration 30Q: 3 clusters Score -2219441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2219482.750000 Penalty: 963.718628
	Iteration 31Q: 3 clusters Score -2219483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2219503.750000 Penalty: 963.718628
	Iteration 32Q: 3 clusters Score -2219504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2219526.750000 Penalty: 963.718628
	Iteration 33Q: 3 clusters Score -2219527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2219544.500000 Penalty: 963.718628
	Iteration 34Q: 3 clusters Score -2219544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2219554.250000 Penalty: 963.718628
	Iteration 35Q: 3 clusters Score -2219554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2219556.000000 Penalty: 963.718628
	Iteration 36Q: 3 clusters Score -2219556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2219555.500000 Penalty: 963.718628
	Iteration 37Q: 3 clusters Score -2219556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2219557.500000 Penalty: 963.718628
	Iteration 38Q: 3 clusters Score -2219558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2219561.250000 Penalty: 963.718628
	Iteration 39Q: 3 clusters Score -2219561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2219568.750000 Penalty: 963.718628
	Iteration 40F: 3 clusters Score -2219569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2219579.000000 Penalty: 963.718628
	Iteration 41Q: 3 clusters Score -2219579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2219587.750000 Penalty: 963.718628
	Iteration 42Q: 3 clusters Score -2219588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2219589.500000 Penalty: 963.718628
	Iteration 43Q: 3 clusters Score -2219590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2219597.250000 Penalty: 963.718628
	Iteration 44Q: 3 clusters Score -2219597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2219602.500000 Penalty: 963.718628
	Iteration 45Q: 3 clusters Score -2219602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2219604.250000 Penalty: 963.718628
	Iteration 46Q: 3 clusters Score -2219604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2219604.250000 Penalty: 963.718628
	Iteration 47F: 3 clusters Score -2219604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Entering Unmasked Estep 
Score: -1165976.750000 Penalty: 452.635376
	Iteration 0F: 2 clusters Score -1165977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1152150.000000 Penalty: 905.270752
	Iteration 0F: 3 clusters Score -1152150 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1158171.375000 Penalty: 905.270752
	Iteration 1F: 3 clusters Score -1158171 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1158568.500000 Penalty: 905.270752
	Iteration 2F: 3 clusters Score -1158568 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1159026.625000 Penalty: 905.270752
	Iteration 3F: 3 clusters Score -1159027 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1159608.625000 Penalty: 905.270752
	Iteration 4F: 3 clusters Score -1159609 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1160457.875000 Penalty: 905.270752
	Iteration 5F: 3 clusters Score -1160458 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1161695.375000 Penalty: 905.270752
	Iteration 6F: 3 clusters Score -1161695 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1163206.875000 Penalty: 905.270752
	Iteration 7F: 3 clusters Score -1163207 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1164463.625000 Penalty: 905.270752
	Iteration 8F: 3 clusters Score -1164464 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1165135.125000 Penalty: 905.270752
	Iteration 9Q: 3 clusters Score -1165135 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1165415.250000 Penalty: 905.270752
	Iteration 10Q: 3 clusters Score -1165415 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1165498.250000 Penalty: 905.270752
	Iteration 11Q: 3 clusters Score -1165498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1165547.875000 Penalty: 905.270752
	Iteration 12Q: 3 clusters Score -1165548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -1165572.750000 Penalty: 905.270752
	Iteration 13Q: 3 clusters Score -1165573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -1165583.875000 Penalty: 905.270752
	Iteration 14Q: 3 clusters Score -1165584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -1165590.375000 Penalty: 905.270752
	Iteration 15Q: 3 clusters Score -1165590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -1165594.750000 Penalty: 905.270752
	Iteration 16Q: 3 clusters Score -1165595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1165601.250000 Penalty: 905.270752
	Iteration 17Q: 3 clusters Score -1165601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -1165605.125000 Penalty: 905.270752
	Iteration 18Q: 3 clusters Score -1165605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1165605.375000 Penalty: 905.270752
	Iteration 19Q: 3 clusters Score -1165605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1165606.250000 Penalty: 905.270752
	Iteration 20F: 3 clusters Score -1165606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -1165607.125000 Penalty: 905.270752
	Iteration 21Q: 3 clusters Score -1165607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1165608.500000 Penalty: 905.270752
	Iteration 22Q: 3 clusters Score -1165608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -1165608.500000 Penalty: 905.270752
	Iteration 23F: 3 clusters Score -1165608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -22221.769531 Penalty: 280.907257
	Iteration 0F: 2 clusters Score -22221.77 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 242 members 
Entering Unmasked Estep 
Score: -21760.957031 Penalty: 561.814514
	Iteration 0F: 3 clusters Score -21760.96 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21882.445312 Penalty: 561.814514
	Iteration 1F: 3 clusters Score -21882.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21915.083984 Penalty: 561.814514
	Iteration 2F: 3 clusters Score -21915.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21937.597656 Penalty: 561.814514
	Iteration 3F: 3 clusters Score -21937.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21947.142578 Penalty: 561.814514
	Iteration 4Q: 3 clusters Score -21947.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21949.156250 Penalty: 561.814514
	Iteration 5Q: 3 clusters Score -21949.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21951.425781 Penalty: 561.814514
	Iteration 6Q: 3 clusters Score -21951.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21956.246094 Penalty: 561.814514
	Iteration 7Q: 3 clusters Score -21956.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21962.822266 Penalty: 561.814514
	Iteration 8Q: 3 clusters Score -21962.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21968.796875 Penalty: 561.814514
	Iteration 9Q: 3 clusters Score -21968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21969.701172 Penalty: 561.814514
	Iteration 10Q: 3 clusters Score -21969.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21973.669922 Penalty: 561.814514
	Iteration 11Q: 3 clusters Score -21973.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21974.697266 Penalty: 561.814514
	Iteration 12Q: 3 clusters Score -21974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21975.156250 Penalty: 561.814514
	Iteration 13Q: 3 clusters Score -21975.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21975.791016 Penalty: 561.814514
	Iteration 14Q: 3 clusters Score -21975.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21977.296875 Penalty: 561.814514
	Iteration 15Q: 3 clusters Score -21977.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21980.720703 Penalty: 561.814514
	Iteration 16Q: 3 clusters Score -21980.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21985.021484 Penalty: 561.814514
	Iteration 17Q: 3 clusters Score -21985.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21985.869141 Penalty: 561.814514
	Iteration 18Q: 3 clusters Score -21985.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21987.500000 Penalty: 561.814514
	Iteration 19Q: 3 clusters Score -21987.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21990.507812 Penalty: 561.814514
	Iteration 20F: 3 clusters Score -21990.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -359379.468750 Penalty: 398.156067
	Iteration 0F: 2 clusters Score -359379.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -355206.406250 Penalty: 796.312134
	Iteration 0F: 3 clusters Score -355206.4 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -356793.125000 Penalty: 796.312134
	Iteration 1F: 3 clusters Score -356793.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -356914.062500 Penalty: 796.312134
	Iteration 2F: 3 clusters Score -356914.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -357036.656250 Penalty: 796.312134
	Iteration 3F: 3 clusters Score -357036.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -357171.187500 Penalty: 796.312134
	Iteration 4F: 3 clusters Score -357171.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -357327.531250 Penalty: 796.312134
	Iteration 5F: 3 clusters Score -357327.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -357536.000000 Penalty: 796.312134
	Iteration 6F: 3 clusters Score -357536 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -357818.656250 Penalty: 796.312134
	Iteration 7F: 3 clusters Score -357818.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -358186.031250 Penalty: 796.312134
	Iteration 8F: 3 clusters Score -358186 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -358536.687500 Penalty: 796.312134
	Iteration 9F: 3 clusters Score -358536.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -358785.781250 Penalty: 796.312134
	Iteration 10Q: 3 clusters Score -358785.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -358912.125000 Penalty: 796.312134
	Iteration 11Q: 3 clusters Score -358912.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -358970.812500 Penalty: 796.312134
	Iteration 12Q: 3 clusters Score -358970.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -359001.750000 Penalty: 796.312134
	Iteration 13Q: 3 clusters Score -359001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -359015.750000 Penalty: 796.312134
	Iteration 14Q: 3 clusters Score -359015.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -359020.875000 Penalty: 796.312134
	Iteration 15Q: 3 clusters Score -359020.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -359023.250000 Penalty: 796.312134
	Iteration 16Q: 3 clusters Score -359023.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -359023.406250 Penalty: 796.312134
	Iteration 17Q: 3 clusters Score -359023.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -359027.156250 Penalty: 796.312134
	Iteration 18Q: 3 clusters Score -359027.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -359027.156250 Penalty: 796.312134
	Iteration 19F: 3 clusters Score -359027.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (95607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95607 members 
Entering Unmasked Estep 
Score: -5271681.000000 Penalty: 521.794067
	Iteration 0F: 2 clusters Score -5271681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -5208675.000000 Penalty: 1043.588135
	Iteration 0F: 3 clusters Score -5208675 nChanged 46997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -5237834.500000 Penalty: 1043.588135
	Iteration 1F: 3 clusters Score -5237834 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -5240059.000000 Penalty: 1043.588135
	Iteration 2F: 3 clusters Score -5240059 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -5245033.500000 Penalty: 1043.588135
	Iteration 3F: 3 clusters Score -5245034 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -5253730.500000 Penalty: 1043.588135
	Iteration 4F: 3 clusters Score -5253730 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -5262441.000000 Penalty: 1043.588135
	Iteration 5F: 3 clusters Score -5262441 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -5266886.000000 Penalty: 1043.588135
	Iteration 6F: 3 clusters Score -5266886 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -5268966.500000 Penalty: 1043.588135
	Iteration 7Q: 3 clusters Score -5268966 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -5270271.500000 Penalty: 1043.588135
	Iteration 8Q: 3 clusters Score -5270272 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5271065.000000 Penalty: 1043.588135
	Iteration 9Q: 3 clusters Score -5271065 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -5271465.500000 Penalty: 1043.588135
	Iteration 10Q: 3 clusters Score -5271466 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -5271693.500000 Penalty: 1043.588135
	Iteration 11Q: 3 clusters Score -5271694 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -5271780.500000 Penalty: 1043.588135
	Iteration 12Q: 3 clusters Score -5271780 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -5271825.500000 Penalty: 1043.588135
	Iteration 13Q: 3 clusters Score -5271826 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -5271817.000000 Penalty: 1043.588135
	Iteration 14Q: 3 clusters Score -5271817 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -5271838.500000 Penalty: 1043.588135
	Iteration 15Q: 3 clusters Score -5271838 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -5271853.000000 Penalty: 1043.588135
	Iteration 16Q: 3 clusters Score -5271853 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5271848.500000 Penalty: 1043.588135
	Iteration 17Q: 3 clusters Score -5271848 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -5271845.500000 Penalty: 1043.588135
	Iteration 18Q: 3 clusters Score -5271846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5271838.500000 Penalty: 1043.588135
	Iteration 19Q: 3 clusters Score -5271838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -5271840.500000 Penalty: 1043.588135
	Iteration 20F: 3 clusters Score -5271840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -5271840.000000 Penalty: 1043.588135
	Iteration 21Q: 3 clusters Score -5271840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -5271836.500000 Penalty: 1043.588135
	Iteration 22Q: 3 clusters Score -5271836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -5271839.500000 Penalty: 1043.588135
	Iteration 23Q: 3 clusters Score -5271840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5271832.000000 Penalty: 1043.588135
	Iteration 24Q: 3 clusters Score -5271832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -5271837.000000 Penalty: 1043.588135
	Iteration 25Q: 3 clusters Score -5271837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -5271825.000000 Penalty: 1043.588135
	Iteration 26Q: 3 clusters Score -5271825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5271828.500000 Penalty: 1043.588135
	Iteration 27Q: 3 clusters Score -5271828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -5271840.000000 Penalty: 1043.588135
	Iteration 28Q: 3 clusters Score -5271840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -5271837.500000 Penalty: 1043.588135
	Iteration 29Q: 3 clusters Score -5271838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -5271832.500000 Penalty: 1043.588135
	Iteration 30Q: 3 clusters Score -5271832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -5271835.000000 Penalty: 1043.588135
	Iteration 31Q: 3 clusters Score -5271835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -5271841.000000 Penalty: 1043.588135
	Iteration 32Q: 3 clusters Score -5271841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5271832.000000 Penalty: 1043.588135
	Iteration 33Q: 3 clusters Score -5271832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -5271829.500000 Penalty: 1043.588135
	Iteration 34Q: 3 clusters Score -5271830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -5271832.000000 Penalty: 1043.588135
	Iteration 35Q: 3 clusters Score -5271832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5271832.000000 Penalty: 1043.588135
	Iteration 36Q: 3 clusters Score -5271832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5271832.000000 Penalty: 1043.588135
	Iteration 37F: 3 clusters Score -5271832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 85180 members 
Mstep: Class 3 contains 3573 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 39036 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 58528 members 
Mstep: Class 8 contains 75879 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 30854 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 59580 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 82242 members 
Mstep: Class 19 contains 65895 members 
Mstep: Class 20 contains 41348 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 99547 members 
Mstep: Class 23 contains 69914 members 
Mstep: Class 24 contains 8680 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 15336 members 
Mstep: Class 27 contains 161155 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 24176 members 
Mstep: Class 31 contains 40812 members 
Mstep: Class 32 contains 25342 members 
Mstep: Class 33 contains 92223 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 138311 members 
Mstep: Class 37 contains 18256 members 
Mstep: Class 38 contains 75877 members 
Mstep: Class 39 contains 54549 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16486 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 66106 members 
Mstep: Class 44 contains 20945 members 
Mstep: Class 45 contains 5211 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 39748 members 
Mstep: Class 48 contains 20911 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6315 members 
Mstep: Class 51 contains 55900 members 
Mstep: Class 52 contains 9816 members 
Mstep: Class 53 contains 22181 members 
Mstep: Class 54 contains 16315 members 
Mstep: Class 55 contains 39707 members 
Entering Unmasked Estep 
Score: -87467832.000000 Penalty: 35945.406250
Splitting cluster 51 changes total score from -87467600.000000 to -87467832.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 52 (9816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Entering Unmasked Estep 
Score: -525279.687500 Penalty: 418.225464
	Iteration 0F: 2 clusters Score -525279.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -518671.312500 Penalty: 836.450928
	Iteration 0F: 3 clusters Score -518671.3 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -521209.000000 Penalty: 836.450928
	Iteration 1F: 3 clusters Score -521209 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -521336.125000 Penalty: 836.450928
	Iteration 2Q: 3 clusters Score -521336.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -521482.562500 Penalty: 836.450928
	Iteration 3Q: 3 clusters Score -521482.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -521685.781250 Penalty: 836.450928
	Iteration 4Q: 3 clusters Score -521685.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -522004.187500 Penalty: 836.450928
	Iteration 5F: 3 clusters Score -522004.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -522476.593750 Penalty: 836.450928
	Iteration 6F: 3 clusters Score -522476.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -523141.750000 Penalty: 836.450928
	Iteration 7F: 3 clusters Score -523141.8 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -523937.781250 Penalty: 836.450928
	Iteration 8F: 3 clusters Score -523937.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -524491.437500 Penalty: 836.450928
	Iteration 9F: 3 clusters Score -524491.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -524747.812500 Penalty: 836.450928
	Iteration 10Q: 3 clusters Score -524747.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -524866.875000 Penalty: 836.450928
	Iteration 11Q: 3 clusters Score -524866.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -524909.062500 Penalty: 836.450928
	Iteration 12Q: 3 clusters Score -524909.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -524924.062500 Penalty: 836.450928
	Iteration 13Q: 3 clusters Score -524924.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -524934.875000 Penalty: 836.450928
	Iteration 14Q: 3 clusters Score -524934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -524938.750000 Penalty: 836.450928
	Iteration 15Q: 3 clusters Score -524938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -524940.062500 Penalty: 836.450928
	Iteration 16Q: 3 clusters Score -524940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -524941.000000 Penalty: 836.450928
	Iteration 17Q: 3 clusters Score -524941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -524940.875000 Penalty: 836.450928
	Iteration 18Q: 3 clusters Score -524940.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -524940.875000 Penalty: 836.450928
	Iteration 19F: 3 clusters Score -524940.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (22181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Entering Unmasked Estep 
Score: -1203915.125000 Penalty: 455.318115
	Iteration 0F: 2 clusters Score -1203915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1189119.125000 Penalty: 910.636230
	Iteration 0F: 3 clusters Score -1189119 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1195288.000000 Penalty: 910.636230
	Iteration 1F: 3 clusters Score -1195288 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1195511.875000 Penalty: 910.636230
	Iteration 2Q: 3 clusters Score -1195512 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1195788.375000 Penalty: 910.636230
	Iteration 3Q: 3 clusters Score -1195788 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1196113.625000 Penalty: 910.636230
	Iteration 4Q: 3 clusters Score -1196114 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1196580.625000 Penalty: 910.636230
	Iteration 5Q: 3 clusters Score -1196581 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1197343.250000 Penalty: 910.636230
	Iteration 6F: 3 clusters Score -1197343 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1198525.375000 Penalty: 910.636230
	Iteration 7F: 3 clusters Score -1198525 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1199913.375000 Penalty: 910.636230
	Iteration 8F: 3 clusters Score -1199913 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1200752.625000 Penalty: 910.636230
	Iteration 9Q: 3 clusters Score -1200753 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1201138.250000 Penalty: 910.636230
	Iteration 10Q: 3 clusters Score -1201138 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1201335.750000 Penalty: 910.636230
	Iteration 11Q: 3 clusters Score -1201336 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1201500.250000 Penalty: 910.636230
	Iteration 12Q: 3 clusters Score -1201500 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1201664.000000 Penalty: 910.636230
	Iteration 13Q: 3 clusters Score -1201664 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1201820.625000 Penalty: 910.636230
	Iteration 14Q: 3 clusters Score -1201821 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1201983.625000 Penalty: 910.636230
	Iteration 15Q: 3 clusters Score -1201984 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1202156.625000 Penalty: 910.636230
	Iteration 16Q: 3 clusters Score -1202157 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1202317.500000 Penalty: 910.636230
	Iteration 17Q: 3 clusters Score -1202318 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1202480.500000 Penalty: 910.636230
	Iteration 18Q: 3 clusters Score -1202480 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1202627.000000 Penalty: 910.636230
	Iteration 19Q: 3 clusters Score -1202627 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1202769.375000 Penalty: 910.636230
	Iteration 20F: 3 clusters Score -1202769 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1202881.750000 Penalty: 910.636230
	Iteration 21Q: 3 clusters Score -1202882 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1202985.000000 Penalty: 910.636230
	Iteration 22Q: 3 clusters Score -1202985 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1203094.375000 Penalty: 910.636230
	Iteration 23Q: 3 clusters Score -1203094 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1203192.625000 Penalty: 910.636230
	Iteration 24Q: 3 clusters Score -1203193 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1203285.500000 Penalty: 910.636230
	Iteration 25Q: 3 clusters Score -1203286 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1203344.250000 Penalty: 910.636230
	Iteration 26Q: 3 clusters Score -1203344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1203379.875000 Penalty: 910.636230
	Iteration 27Q: 3 clusters Score -1203380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1203408.500000 Penalty: 910.636230
	Iteration 28Q: 3 clusters Score -1203408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1203433.875000 Penalty: 910.636230
	Iteration 29Q: 3 clusters Score -1203434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1203449.375000 Penalty: 910.636230
	Iteration 30Q: 3 clusters Score -1203449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1203452.875000 Penalty: 910.636230
	Iteration 31Q: 3 clusters Score -1203453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1203463.500000 Penalty: 910.636230
	Iteration 32Q: 3 clusters Score -1203464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1203469.625000 Penalty: 910.636230
	Iteration 33Q: 3 clusters Score -1203470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1203477.125000 Penalty: 910.636230
	Iteration 34Q: 3 clusters Score -1203477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1203480.500000 Penalty: 910.636230
	Iteration 35Q: 3 clusters Score -1203480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1203488.750000 Penalty: 910.636230
	Iteration 36Q: 3 clusters Score -1203489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1203494.375000 Penalty: 910.636230
	Iteration 37Q: 3 clusters Score -1203494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1203499.000000 Penalty: 910.636230
	Iteration 38Q: 3 clusters Score -1203499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1203504.750000 Penalty: 910.636230
	Iteration 39Q: 3 clusters Score -1203505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -1203510.375000 Penalty: 910.636230
	Iteration 40F: 3 clusters Score -1203510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -1203512.875000 Penalty: 910.636230
	Iteration 41Q: 3 clusters Score -1203513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1203513.000000 Penalty: 910.636230
	Iteration 42Q: 3 clusters Score -1203513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -1203513.000000 Penalty: 910.636230
	Iteration 43F: 3 clusters Score -1203513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 85180 members 
Mstep: Class 3 contains 3573 members 
Mstep: Class 4 contains 1286 members 
Mstep: Class 5 contains 39036 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 58528 members 
Mstep: Class 8 contains 75879 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 30854 members 
Mstep: Class 11 contains 2578 members 
Mstep: Class 12 contains 59580 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 82242 members 
Mstep: Class 19 contains 65895 members 
Mstep: Class 20 contains 41348 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 99547 members 
Mstep: Class 23 contains 69914 members 
Mstep: Class 24 contains 8680 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 15336 members 
Mstep: Class 27 contains 161155 members 
Mstep: Class 28 contains 3354 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 24176 members 
Mstep: Class 31 contains 40812 members 
Mstep: Class 32 contains 25342 members 
Mstep: Class 33 contains 92223 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 138311 members 
Mstep: Class 37 contains 18256 members 
Mstep: Class 38 contains 75877 members 
Mstep: Class 39 contains 54549 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16486 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 66106 members 
Mstep: Class 44 contains 20945 members 
Mstep: Class 45 contains 5211 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 39748 members 
Mstep: Class 48 contains 20911 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6315 members 
Mstep: Class 51 contains 55900 members 
Mstep: Class 52 contains 9816 members 
Mstep: Class 53 contains 22181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87468544.000000 Penalty: 35945.406250
Iteration 439Q: 56 clusters Score -8.746854e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 85214 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 39065 members 
Mstep: Class 6 contains 2045 members 
Mstep: Class 7 contains 59576 members 
Mstep: Class 8 contains 75972 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 30478 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 59614 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 1635 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1573 members 
Mstep: Class 18 contains 81971 members 
Mstep: Class 19 contains 65888 members 
Mstep: Class 20 contains 41055 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 99702 members 
Mstep: Class 23 contains 69833 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2739 members 
Mstep: Class 26 contains 15335 members 
Mstep: Class 27 contains 161245 members 
Mstep: Class 28 contains 3358 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 23731 members 
Mstep: Class 31 contains 40819 members 
Mstep: Class 32 contains 25495 members 
Mstep: Class 33 contains 92301 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2095 members 
Mstep: Class 36 contains 138317 members 
Mstep: Class 37 contains 18244 members 
Mstep: Class 38 contains 75759 members 
Mstep: Class 39 contains 54760 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16474 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 66330 members 
Mstep: Class 44 contains 20961 members 
Mstep: Class 45 contains 5215 members 
Mstep: Class 46 contains 5154 members 
Mstep: Class 47 contains 39379 members 
Mstep: Class 48 contains 20927 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6297 members 
Mstep: Class 51 contains 56032 members 
Mstep: Class 52 contains 9824 members 
Mstep: Class 53 contains 22399 members 
Mstep: Class 54 contains 16071 members 
Mstep: Class 55 contains 39606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87468776.000000 Penalty: 35945.406250
Iteration 440F: 56 clusters Score -8.746878e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 85141 members 
Mstep: Class 3 contains 3436 members 
Mstep: Class 4 contains 1278 members 
Mstep: Class 5 contains 39101 members 
Mstep: Class 6 contains 2041 members 
Mstep: Class 7 contains 60576 members 
Mstep: Class 8 contains 75990 members 
Mstep: Class 9 contains 2568 members 
Mstep: Class 10 contains 30072 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1578 members 
Mstep: Class 18 contains 81678 members 
Mstep: Class 19 contains 65803 members 
Mstep: Class 20 contains 40764 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 99808 members 
Mstep: Class 23 contains 69738 members 
Mstep: Class 24 contains 8676 members 
Mstep: Class 25 contains 2740 members 
Mstep: Class 26 contains 15333 members 
Mstep: Class 27 contains 161168 members 
Mstep: Class 28 contains 3362 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 23281 members 
Mstep: Class 31 contains 40826 members 
Mstep: Class 32 contains 25656 members 
Mstep: Class 33 contains 92313 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 138148 members 
Mstep: Class 37 contains 18237 members 
Mstep: Class 38 contains 75620 members 
Mstep: Class 39 contains 54962 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16468 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66493 members 
Mstep: Class 44 contains 21038 members 
Mstep: Class 45 contains 5208 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 39052 members 
Mstep: Class 48 contains 20921 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6295 members 
Mstep: Class 51 contains 56069 members 
Mstep: Class 52 contains 9830 members 
Mstep: Class 53 contains 22643 members 
Mstep: Class 54 contains 16239 members 
Mstep: Class 55 contains 40086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87468800.000000 Penalty: 35945.406250
Iteration 441Q: 56 clusters Score -8.74688e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 85112 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 1277 members 
Mstep: Class 5 contains 39127 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 61535 members 
Mstep: Class 8 contains 75990 members 
Mstep: Class 9 contains 2567 members 
Mstep: Class 10 contains 29688 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 59575 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 1636 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 81262 members 
Mstep: Class 19 contains 65730 members 
Mstep: Class 20 contains 40425 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 99946 members 
Mstep: Class 23 contains 69702 members 
Mstep: Class 24 contains 8676 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15336 members 
Mstep: Class 27 contains 161106 members 
Mstep: Class 28 contains 3367 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 22838 members 
Mstep: Class 31 contains 40830 members 
Mstep: Class 32 contains 25867 members 
Mstep: Class 33 contains 92335 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 138058 members 
Mstep: Class 37 contains 18229 members 
Mstep: Class 38 contains 75523 members 
Mstep: Class 39 contains 55174 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16462 members 
Mstep: Class 42 contains 5663 members 
Mstep: Class 43 contains 66557 members 
Mstep: Class 44 contains 21005 members 
Mstep: Class 45 contains 5198 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 38845 members 
Mstep: Class 48 contains 20951 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6255 members 
Mstep: Class 51 contains 56238 members 
Mstep: Class 52 contains 9836 members 
Mstep: Class 53 contains 22865 members 
Mstep: Class 54 contains 16242 members 
Mstep: Class 55 contains 40477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87469272.000000 Penalty: 35945.406250
Iteration 442Q: 56 clusters Score -8.746927e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 85095 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 39148 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 62518 members 
Mstep: Class 8 contains 75980 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 29300 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 59563 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 14 contains 1634 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 80831 members 
Mstep: Class 19 contains 65662 members 
Mstep: Class 20 contains 40147 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 100113 members 
Mstep: Class 23 contains 69698 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15340 members 
Mstep: Class 27 contains 161038 members 
Mstep: Class 28 contains 3372 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 22393 members 
Mstep: Class 31 contains 40832 members 
Mstep: Class 32 contains 25993 members 
Mstep: Class 33 contains 92361 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137988 members 
Mstep: Class 37 contains 18220 members 
Mstep: Class 38 contains 75386 members 
Mstep: Class 39 contains 55458 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16463 members 
Mstep: Class 42 contains 5663 members 
Mstep: Class 43 contains 66680 members 
Mstep: Class 44 contains 21044 members 
Mstep: Class 45 contains 5188 members 
Mstep: Class 46 contains 5156 members 
Mstep: Class 47 contains 38563 members 
Mstep: Class 48 contains 20985 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6209 members 
Mstep: Class 51 contains 56341 members 
Mstep: Class 52 contains 9845 members 
Mstep: Class 53 contains 23121 members 
Mstep: Class 54 contains 16145 members 
Mstep: Class 55 contains 40810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87469968.000000 Penalty: 35945.406250
Iteration 443Q: 56 clusters Score -8.746997e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 85085 members 
Mstep: Class 3 contains 3277 members 
Mstep: Class 4 contains 1276 members 
Mstep: Class 5 contains 39179 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 63463 members 
Mstep: Class 8 contains 75964 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 28919 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 59531 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 1631 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 80272 members 
Mstep: Class 19 contains 65607 members 
Mstep: Class 20 contains 39931 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 100249 members 
Mstep: Class 23 contains 69699 members 
Mstep: Class 24 contains 8676 members 
Mstep: Class 25 contains 2745 members 
Mstep: Class 26 contains 15345 members 
Mstep: Class 27 contains 160983 members 
Mstep: Class 28 contains 3377 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 21961 members 
Mstep: Class 31 contains 40841 members 
Mstep: Class 32 contains 26145 members 
Mstep: Class 33 contains 92385 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137927 members 
Mstep: Class 37 contains 18209 members 
Mstep: Class 38 contains 75196 members 
Mstep: Class 39 contains 55888 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16460 members 
Mstep: Class 42 contains 5663 members 
Mstep: Class 43 contains 66716 members 
Mstep: Class 44 contains 21073 members 
Mstep: Class 45 contains 5184 members 
Mstep: Class 46 contains 5154 members 
Mstep: Class 47 contains 38259 members 
Mstep: Class 48 contains 21006 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6165 members 
Mstep: Class 51 contains 56468 members 
Mstep: Class 52 contains 9852 members 
Mstep: Class 53 contains 23398 members 
Mstep: Class 54 contains 16089 members 
Mstep: Class 55 contains 41262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87470408.000000 Penalty: 35945.406250
Iteration 444Q: 56 clusters Score -8.747041e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 85081 members 
Mstep: Class 3 contains 3100 members 
Mstep: Class 4 contains 1276 members 
Mstep: Class 5 contains 39206 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 64431 members 
Mstep: Class 8 contains 75955 members 
Mstep: Class 9 contains 2563 members 
Mstep: Class 10 contains 28574 members 
Mstep: Class 11 contains 1839 members 
Mstep: Class 12 contains 59506 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 79837 members 
Mstep: Class 19 contains 65537 members 
Mstep: Class 20 contains 39673 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 100376 members 
Mstep: Class 23 contains 69689 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 15355 members 
Mstep: Class 27 contains 160934 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 21560 members 
Mstep: Class 31 contains 40850 members 
Mstep: Class 32 contains 26367 members 
Mstep: Class 33 contains 92405 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137860 members 
Mstep: Class 37 contains 18193 members 
Mstep: Class 38 contains 75044 members 
Mstep: Class 39 contains 56335 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16458 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66719 members 
Mstep: Class 44 contains 21087 members 
Mstep: Class 45 contains 5180 members 
Mstep: Class 46 contains 5154 members 
Mstep: Class 47 contains 37974 members 
Mstep: Class 48 contains 21038 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6098 members 
Mstep: Class 51 contains 56717 members 
Mstep: Class 52 contains 9863 members 
Mstep: Class 53 contains 23679 members 
Mstep: Class 54 contains 15928 members 
Mstep: Class 55 contains 41508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87470592.000000 Penalty: 35945.406250
Iteration 445Q: 56 clusters Score -8.747059e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 85071 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 1274 members 
Mstep: Class 5 contains 39215 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 65438 members 
Mstep: Class 8 contains 75956 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 28164 members 
Mstep: Class 11 contains 1732 members 
Mstep: Class 12 contains 59463 members 
Mstep: Class 13 contains 4630 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 79305 members 
Mstep: Class 19 contains 65475 members 
Mstep: Class 20 contains 39448 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 100477 members 
Mstep: Class 23 contains 69691 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 15360 members 
Mstep: Class 27 contains 160906 members 
Mstep: Class 28 contains 3398 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 21171 members 
Mstep: Class 31 contains 40861 members 
Mstep: Class 32 contains 26524 members 
Mstep: Class 33 contains 92429 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137796 members 
Mstep: Class 37 contains 18178 members 
Mstep: Class 38 contains 74869 members 
Mstep: Class 39 contains 56726 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16459 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66759 members 
Mstep: Class 44 contains 21083 members 
Mstep: Class 45 contains 5176 members 
Mstep: Class 46 contains 5154 members 
Mstep: Class 47 contains 37649 members 
Mstep: Class 48 contains 21063 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6081 members 
Mstep: Class 51 contains 56899 members 
Mstep: Class 52 contains 9872 members 
Mstep: Class 53 contains 23967 members 
Mstep: Class 54 contains 15732 members 
Mstep: Class 55 contains 41965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87470936.000000 Penalty: 35945.406250
Iteration 446Q: 56 clusters Score -8.747094e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 85051 members 
Mstep: Class 3 contains 2989 members 
Mstep: Class 4 contains 1272 members 
Mstep: Class 5 contains 39229 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 66371 members 
Mstep: Class 8 contains 75951 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 27775 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 59429 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 18 contains 78784 members 
Mstep: Class 19 contains 65418 members 
Mstep: Class 20 contains 39216 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 100568 members 
Mstep: Class 23 contains 69687 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15368 members 
Mstep: Class 27 contains 160893 members 
Mstep: Class 28 contains 3406 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 20807 members 
Mstep: Class 31 contains 40866 members 
Mstep: Class 32 contains 26670 members 
Mstep: Class 33 contains 92439 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137733 members 
Mstep: Class 37 contains 18166 members 
Mstep: Class 38 contains 74726 members 
Mstep: Class 39 contains 57054 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16462 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66868 members 
Mstep: Class 44 contains 21092 members 
Mstep: Class 45 contains 5170 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 37310 members 
Mstep: Class 48 contains 21086 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6052 members 
Mstep: Class 51 contains 57021 members 
Mstep: Class 52 contains 9874 members 
Mstep: Class 53 contains 24238 members 
Mstep: Class 54 contains 15645 members 
Mstep: Class 55 contains 42335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87470872.000000 Penalty: 35945.406250
Iteration 447Q: 56 clusters Score -8.747087e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 85025 members 
Mstep: Class 3 contains 2989 members 
Mstep: Class 4 contains 1269 members 
Mstep: Class 5 contains 39240 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 67244 members 
Mstep: Class 8 contains 75927 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 27406 members 
Mstep: Class 11 contains 1526 members 
Mstep: Class 12 contains 59399 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 18 contains 78301 members 
Mstep: Class 19 contains 65388 members 
Mstep: Class 20 contains 39007 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 100649 members 
Mstep: Class 23 contains 69663 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15373 members 
Mstep: Class 27 contains 160888 members 
Mstep: Class 28 contains 3412 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 20449 members 
Mstep: Class 31 contains 40872 members 
Mstep: Class 32 contains 26840 members 
Mstep: Class 33 contains 92453 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137661 members 
Mstep: Class 37 contains 18154 members 
Mstep: Class 38 contains 74570 members 
Mstep: Class 39 contains 57394 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16462 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66888 members 
Mstep: Class 44 contains 21089 members 
Mstep: Class 45 contains 5164 members 
Mstep: Class 46 contains 5154 members 
Mstep: Class 47 contains 36998 members 
Mstep: Class 48 contains 21114 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6033 members 
Mstep: Class 51 contains 57196 members 
Mstep: Class 52 contains 9867 members 
Mstep: Class 53 contains 24505 members 
Mstep: Class 54 contains 15577 members 
Mstep: Class 55 contains 42671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87470896.000000 Penalty: 35945.406250
Iteration 448Q: 56 clusters Score -8.74709e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 85004 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 39257 members 
Mstep: Class 6 contains 2031 members 
Mstep: Class 7 contains 68133 members 
Mstep: Class 8 contains 75914 members 
Mstep: Class 9 contains 2557 members 
Mstep: Class 10 contains 27058 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 12 contains 59365 members 
Mstep: Class 13 contains 4613 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 15 contains 1272 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 77735 members 
Mstep: Class 19 contains 65348 members 
Mstep: Class 20 contains 38774 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 100730 members 
Mstep: Class 23 contains 69638 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 15378 members 
Mstep: Class 27 contains 160903 members 
Mstep: Class 28 contains 3421 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 20085 members 
Mstep: Class 31 contains 40878 members 
Mstep: Class 32 contains 27022 members 
Mstep: Class 33 contains 92459 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137579 members 
Mstep: Class 37 contains 18141 members 
Mstep: Class 38 contains 74386 members 
Mstep: Class 39 contains 57691 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16462 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66869 members 
Mstep: Class 44 contains 21063 members 
Mstep: Class 45 contains 5164 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 36784 members 
Mstep: Class 48 contains 21132 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 6022 members 
Mstep: Class 51 contains 57327 members 
Mstep: Class 52 contains 9858 members 
Mstep: Class 53 contains 24797 members 
Mstep: Class 54 contains 15441 members 
Mstep: Class 55 contains 43150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87471176.000000 Penalty: 35945.406250
Iteration 449Q: 56 clusters Score -8.747118e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 84987 members 
Mstep: Class 3 contains 2920 members 
Mstep: Class 4 contains 1256 members 
Mstep: Class 5 contains 39265 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 68990 members 
Mstep: Class 8 contains 75902 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 26676 members 
Mstep: Class 11 contains 1307 members 
Mstep: Class 12 contains 59341 members 
Mstep: Class 13 contains 4609 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 77070 members 
Mstep: Class 19 contains 65304 members 
Mstep: Class 20 contains 38505 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 100850 members 
Mstep: Class 23 contains 69614 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 15381 members 
Mstep: Class 27 contains 160915 members 
Mstep: Class 28 contains 3423 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 19760 members 
Mstep: Class 31 contains 40881 members 
Mstep: Class 32 contains 27275 members 
Mstep: Class 33 contains 92465 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137501 members 
Mstep: Class 37 contains 18129 members 
Mstep: Class 38 contains 74246 members 
Mstep: Class 39 contains 58082 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16462 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66855 members 
Mstep: Class 44 contains 21078 members 
Mstep: Class 45 contains 5163 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 36511 members 
Mstep: Class 48 contains 21158 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5974 members 
Mstep: Class 51 contains 57602 members 
Mstep: Class 52 contains 9851 members 
Mstep: Class 53 contains 25070 members 
Mstep: Class 54 contains 15375 members 
Mstep: Class 55 contains 43541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87471152.000000 Penalty: 35945.406250
Iteration 450Q: 56 clusters Score -8.747115e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 84966 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 39285 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 69949 members 
Mstep: Class 8 contains 75898 members 
Mstep: Class 9 contains 2560 members 
Mstep: Class 10 contains 26240 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 59315 members 
Mstep: Class 13 contains 4609 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 76368 members 
Mstep: Class 19 contains 65284 members 
Mstep: Class 20 contains 38206 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 100938 members 
Mstep: Class 23 contains 69600 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2744 members 
Mstep: Class 26 contains 15383 members 
Mstep: Class 27 contains 160914 members 
Mstep: Class 28 contains 3432 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 19438 members 
Mstep: Class 31 contains 40881 members 
Mstep: Class 32 contains 27501 members 
Mstep: Class 33 contains 92475 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137450 members 
Mstep: Class 37 contains 18121 members 
Mstep: Class 38 contains 74122 members 
Mstep: Class 39 contains 58428 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16461 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66864 members 
Mstep: Class 44 contains 20991 members 
Mstep: Class 45 contains 5162 members 
Mstep: Class 46 contains 5153 members 
Mstep: Class 47 contains 36243 members 
Mstep: Class 48 contains 21147 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5949 members 
Mstep: Class 51 contains 57881 members 
Mstep: Class 52 contains 9850 members 
Mstep: Class 53 contains 25296 members 
Mstep: Class 54 contains 15216 members 
Mstep: Class 55 contains 44074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87471192.000000 Penalty: 35945.406250
Iteration 451Q: 56 clusters Score -8.747119e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 84946 members 
Mstep: Class 3 contains 2855 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 39298 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 71121 members 
Mstep: Class 8 contains 75901 members 
Mstep: Class 9 contains 2559 members 
Mstep: Class 10 contains 25646 members 
Mstep: Class 11 contains 1078 members 
Mstep: Class 12 contains 59301 members 
Mstep: Class 13 contains 4608 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 75588 members 
Mstep: Class 19 contains 65260 members 
Mstep: Class 20 contains 37856 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 100964 members 
Mstep: Class 23 contains 69588 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2745 members 
Mstep: Class 26 contains 15383 members 
Mstep: Class 27 contains 160904 members 
Mstep: Class 28 contains 3446 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 19096 members 
Mstep: Class 31 contains 40888 members 
Mstep: Class 32 contains 27741 members 
Mstep: Class 33 contains 92486 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137393 members 
Mstep: Class 37 contains 18114 members 
Mstep: Class 38 contains 74047 members 
Mstep: Class 39 contains 58720 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16462 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66800 members 
Mstep: Class 44 contains 21031 members 
Mstep: Class 45 contains 5161 members 
Mstep: Class 46 contains 5154 members 
Mstep: Class 47 contains 36104 members 
Mstep: Class 48 contains 21134 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5937 members 
Mstep: Class 51 contains 58051 members 
Mstep: Class 52 contains 9849 members 
Mstep: Class 53 contains 25522 members 
Mstep: Class 54 contains 15098 members 
Mstep: Class 55 contains 44694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87470912.000000 Penalty: 35945.406250
Iteration 452Q: 56 clusters Score -8.747091e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 84939 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 39304 members 
Mstep: Class 6 contains 2033 members 
Mstep: Class 7 contains 72446 members 
Mstep: Class 8 contains 75882 members 
Mstep: Class 9 contains 2561 members 
Mstep: Class 10 contains 24983 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 59282 members 
Mstep: Class 13 contains 4608 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 74874 members 
Mstep: Class 19 contains 65233 members 
Mstep: Class 20 contains 37447 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 100979 members 
Mstep: Class 23 contains 69564 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 15383 members 
Mstep: Class 27 contains 160931 members 
Mstep: Class 28 contains 3469 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 18711 members 
Mstep: Class 31 contains 40886 members 
Mstep: Class 32 contains 28012 members 
Mstep: Class 33 contains 92498 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137346 members 
Mstep: Class 37 contains 18106 members 
Mstep: Class 38 contains 74030 members 
Mstep: Class 39 contains 59117 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16463 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66804 members 
Mstep: Class 44 contains 21093 members 
Mstep: Class 45 contains 5162 members 
Mstep: Class 46 contains 5156 members 
Mstep: Class 47 contains 35824 members 
Mstep: Class 48 contains 21163 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5867 members 
Mstep: Class 51 contains 58287 members 
Mstep: Class 52 contains 9850 members 
Mstep: Class 53 contains 25722 members 
Mstep: Class 54 contains 14927 members 
Mstep: Class 55 contains 45279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87471032.000000 Penalty: 35945.406250
Iteration 453Q: 56 clusters Score -8.747103e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 84929 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 39313 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 73739 members 
Mstep: Class 8 contains 75851 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 24302 members 
Mstep: Class 11 contains 806 members 
Mstep: Class 12 contains 59261 members 
Mstep: Class 13 contains 4608 members 
Mstep: Class 14 contains 1623 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 18 contains 74214 members 
Mstep: Class 19 contains 65216 members 
Mstep: Class 20 contains 37086 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 100939 members 
Mstep: Class 23 contains 69551 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 15386 members 
Mstep: Class 27 contains 160953 members 
Mstep: Class 28 contains 3489 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 18340 members 
Mstep: Class 31 contains 40889 members 
Mstep: Class 32 contains 28276 members 
Mstep: Class 33 contains 92508 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137280 members 
Mstep: Class 37 contains 18098 members 
Mstep: Class 38 contains 73948 members 
Mstep: Class 39 contains 59441 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16464 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66785 members 
Mstep: Class 44 contains 20981 members 
Mstep: Class 45 contains 5161 members 
Mstep: Class 46 contains 5155 members 
Mstep: Class 47 contains 35576 members 
Mstep: Class 48 contains 21159 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5859 members 
Mstep: Class 51 contains 58573 members 
Mstep: Class 52 contains 9852 members 
Mstep: Class 53 contains 25924 members 
Mstep: Class 54 contains 14759 members 
Mstep: Class 55 contains 45903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87471384.000000 Penalty: 35945.406250
Iteration 454Q: 56 clusters Score -8.747138e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 84922 members 
Mstep: Class 3 contains 2600 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 39320 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 75068 members 
Mstep: Class 8 contains 75840 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 23522 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 59225 members 
Mstep: Class 13 contains 4607 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 73288 members 
Mstep: Class 19 contains 65196 members 
Mstep: Class 20 contains 36764 members 
Mstep: Class 21 contains 1701 members 
Mstep: Class 22 contains 100859 members 
Mstep: Class 23 contains 69546 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2753 members 
Mstep: Class 26 contains 15388 members 
Mstep: Class 27 contains 160995 members 
Mstep: Class 28 contains 3506 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 17918 members 
Mstep: Class 31 contains 40890 members 
Mstep: Class 32 contains 28494 members 
Mstep: Class 33 contains 92517 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137226 members 
Mstep: Class 37 contains 18089 members 
Mstep: Class 38 contains 73830 members 
Mstep: Class 39 contains 59813 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16469 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66727 members 
Mstep: Class 44 contains 21016 members 
Mstep: Class 45 contains 5157 members 
Mstep: Class 46 contains 5155 members 
Mstep: Class 47 contains 35391 members 
Mstep: Class 48 contains 21164 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5837 members 
Mstep: Class 51 contains 58874 members 
Mstep: Class 52 contains 9853 members 
Mstep: Class 53 contains 26152 members 
Mstep: Class 54 contains 14838 members 
Mstep: Class 55 contains 46615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 544.701782 but Gain 653.554688
Score: -87471704.000000 Penalty: 35291.851562
Iteration 455Q: 55 clusters Score -8.74717e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 84909 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 1077 members 
Mstep: Class 5 contains 39336 members 
Mstep: Class 6 contains 2029 members 
Mstep: Class 7 contains 77056 members 
Mstep: Class 8 contains 75828 members 
Mstep: Class 9 contains 2564 members 
Mstep: Class 10 contains 22699 members 
Mstep: Class 12 contains 59184 members 
Mstep: Class 13 contains 4606 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 72527 members 
Mstep: Class 19 contains 65179 members 
Mstep: Class 20 contains 36464 members 
Mstep: Class 21 contains 1702 members 
Mstep: Class 22 contains 100794 members 
Mstep: Class 23 contains 69543 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 161035 members 
Mstep: Class 28 contains 3522 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 17492 members 
Mstep: Class 31 contains 40891 members 
Mstep: Class 32 contains 28712 members 
Mstep: Class 33 contains 92522 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137181 members 
Mstep: Class 37 contains 18078 members 
Mstep: Class 38 contains 73762 members 
Mstep: Class 39 contains 59983 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16473 members 
Mstep: Class 42 contains 5662 members 
Mstep: Class 43 contains 66669 members 
Mstep: Class 44 contains 20983 members 
Mstep: Class 45 contains 5158 members 
Mstep: Class 46 contains 5155 members 
Mstep: Class 47 contains 35145 members 
Mstep: Class 48 contains 21151 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5832 members 
Mstep: Class 51 contains 59215 members 
Mstep: Class 52 contains 9855 members 
Mstep: Class 53 contains 26339 members 
Mstep: Class 54 contains 14745 members 
Mstep: Class 55 contains 47163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87472584.000000 Penalty: 35291.851562
Iteration 456Q: 55 clusters Score -8.747258e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 84889 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 1010 members 
Mstep: Class 5 contains 39352 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 78529 members 
Mstep: Class 8 contains 75798 members 
Mstep: Class 9 contains 2570 members 
Mstep: Class 10 contains 21882 members 
Mstep: Class 12 contains 59155 members 
Mstep: Class 13 contains 4606 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 71789 members 
Mstep: Class 19 contains 65161 members 
Mstep: Class 20 contains 36209 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 100541 members 
Mstep: Class 23 contains 69559 members 
Mstep: Class 24 contains 8674 members 
Mstep: Class 25 contains 2759 members 
Mstep: Class 26 contains 15399 members 
Mstep: Class 27 contains 161059 members 
Mstep: Class 28 contains 3536 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 17133 members 
Mstep: Class 31 contains 40889 members 
Mstep: Class 32 contains 28926 members 
Mstep: Class 33 contains 92519 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137135 members 
Mstep: Class 37 contains 18071 members 
Mstep: Class 38 contains 73647 members 
Mstep: Class 39 contains 60239 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16478 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 66550 members 
Mstep: Class 44 contains 20997 members 
Mstep: Class 45 contains 5157 members 
Mstep: Class 46 contains 5156 members 
Mstep: Class 47 contains 35012 members 
Mstep: Class 48 contains 21134 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5840 members 
Mstep: Class 51 contains 59580 members 
Mstep: Class 52 contains 9850 members 
Mstep: Class 53 contains 26530 members 
Mstep: Class 54 contains 14703 members 
Mstep: Class 55 contains 47607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87472944.000000 Penalty: 35291.851562
Iteration 457Q: 55 clusters Score -8.747294e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 84870 members 
Mstep: Class 3 contains 2631 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 39370 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 79869 members 
Mstep: Class 8 contains 75794 members 
Mstep: Class 9 contains 2572 members 
Mstep: Class 10 contains 21197 members 
Mstep: Class 12 contains 59132 members 
Mstep: Class 13 contains 4606 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 70937 members 
Mstep: Class 19 contains 65152 members 
Mstep: Class 20 contains 35936 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 100340 members 
Mstep: Class 23 contains 69587 members 
Mstep: Class 24 contains 8674 members 
Mstep: Class 25 contains 2758 members 
Mstep: Class 26 contains 15404 members 
Mstep: Class 27 contains 161075 members 
Mstep: Class 28 contains 3547 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 16812 members 
Mstep: Class 31 contains 40891 members 
Mstep: Class 32 contains 29180 members 
Mstep: Class 33 contains 92516 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137082 members 
Mstep: Class 37 contains 18064 members 
Mstep: Class 38 contains 73526 members 
Mstep: Class 39 contains 60561 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16480 members 
Mstep: Class 42 contains 5660 members 
Mstep: Class 43 contains 66383 members 
Mstep: Class 44 contains 21084 members 
Mstep: Class 45 contains 5158 members 
Mstep: Class 46 contains 5157 members 
Mstep: Class 47 contains 34966 members 
Mstep: Class 48 contains 21139 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5812 members 
Mstep: Class 51 contains 59998 members 
Mstep: Class 52 contains 9844 members 
Mstep: Class 53 contains 26709 members 
Mstep: Class 54 contains 14662 members 
Mstep: Class 55 contains 48066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473288.000000 Penalty: 35291.851562
Iteration 458Q: 55 clusters Score -8.747329e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 84869 members 
Mstep: Class 3 contains 2686 members 
Mstep: Class 4 contains 873 members 
Mstep: Class 5 contains 39383 members 
Mstep: Class 6 contains 2026 members 
Mstep: Class 7 contains 80959 members 
Mstep: Class 8 contains 75784 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 20651 members 
Mstep: Class 12 contains 59102 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 69935 members 
Mstep: Class 19 contains 65148 members 
Mstep: Class 20 contains 35661 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 100164 members 
Mstep: Class 23 contains 69596 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 15409 members 
Mstep: Class 27 contains 161103 members 
Mstep: Class 28 contains 3559 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 16529 members 
Mstep: Class 31 contains 40890 members 
Mstep: Class 32 contains 29424 members 
Mstep: Class 33 contains 92515 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 137035 members 
Mstep: Class 37 contains 18055 members 
Mstep: Class 38 contains 73405 members 
Mstep: Class 39 contains 60678 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16482 members 
Mstep: Class 42 contains 5660 members 
Mstep: Class 43 contains 66235 members 
Mstep: Class 44 contains 21062 members 
Mstep: Class 45 contains 5158 members 
Mstep: Class 46 contains 5158 members 
Mstep: Class 47 contains 34950 members 
Mstep: Class 48 contains 21160 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5760 members 
Mstep: Class 51 contains 60505 members 
Mstep: Class 52 contains 9843 members 
Mstep: Class 53 contains 26909 members 
Mstep: Class 54 contains 14741 members 
Mstep: Class 55 contains 48491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473432.000000 Penalty: 35291.851562
Iteration 459Q: 55 clusters Score -8.747343e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 84855 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 823 members 
Mstep: Class 5 contains 39409 members 
Mstep: Class 6 contains 2024 members 
Mstep: Class 7 contains 82072 members 
Mstep: Class 8 contains 75790 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 20099 members 
Mstep: Class 12 contains 59071 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 18 contains 69067 members 
Mstep: Class 19 contains 65152 members 
Mstep: Class 20 contains 35383 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 99987 members 
Mstep: Class 23 contains 69585 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2761 members 
Mstep: Class 26 contains 15412 members 
Mstep: Class 27 contains 161134 members 
Mstep: Class 28 contains 3568 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 16257 members 
Mstep: Class 31 contains 40888 members 
Mstep: Class 32 contains 29683 members 
Mstep: Class 33 contains 92517 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136995 members 
Mstep: Class 37 contains 18046 members 
Mstep: Class 38 contains 73262 members 
Mstep: Class 39 contains 60884 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16483 members 
Mstep: Class 42 contains 5660 members 
Mstep: Class 43 contains 66117 members 
Mstep: Class 44 contains 20997 members 
Mstep: Class 45 contains 5158 members 
Mstep: Class 46 contains 5160 members 
Mstep: Class 47 contains 34861 members 
Mstep: Class 48 contains 21158 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5734 members 
Mstep: Class 51 contains 61118 members 
Mstep: Class 52 contains 9843 members 
Mstep: Class 53 contains 27122 members 
Mstep: Class 54 contains 14740 members 
Mstep: Class 55 contains 48703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473320.000000 Penalty: 35291.851562
Iteration 460F: 55 clusters Score -8.747332e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 84840 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 39425 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 7 contains 83087 members 
Mstep: Class 8 contains 75784 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 19577 members 
Mstep: Class 12 contains 59050 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 1283 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 68212 members 
Mstep: Class 19 contains 65157 members 
Mstep: Class 20 contains 35084 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 99826 members 
Mstep: Class 23 contains 69580 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2760 members 
Mstep: Class 26 contains 15415 members 
Mstep: Class 27 contains 161147 members 
Mstep: Class 28 contains 3574 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 15993 members 
Mstep: Class 31 contains 40884 members 
Mstep: Class 32 contains 29915 members 
Mstep: Class 33 contains 92511 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136961 members 
Mstep: Class 37 contains 18036 members 
Mstep: Class 38 contains 73127 members 
Mstep: Class 39 contains 61162 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16482 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 66077 members 
Mstep: Class 44 contains 20927 members 
Mstep: Class 45 contains 5161 members 
Mstep: Class 46 contains 5165 members 
Mstep: Class 47 contains 34686 members 
Mstep: Class 48 contains 21178 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5701 members 
Mstep: Class 51 contains 61657 members 
Mstep: Class 52 contains 9839 members 
Mstep: Class 53 contains 27341 members 
Mstep: Class 54 contains 14799 members 
Mstep: Class 55 contains 49013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473584.000000 Penalty: 35291.851562
Iteration 461Q: 55 clusters Score -8.747358e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 84810 members 
Mstep: Class 3 contains 2719 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 39441 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 84052 members 
Mstep: Class 8 contains 75774 members 
Mstep: Class 9 contains 2571 members 
Mstep: Class 10 contains 19126 members 
Mstep: Class 12 contains 59034 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1617 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 67485 members 
Mstep: Class 19 contains 65166 members 
Mstep: Class 20 contains 34730 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 99715 members 
Mstep: Class 23 contains 69583 members 
Mstep: Class 24 contains 8675 members 
Mstep: Class 25 contains 2757 members 
Mstep: Class 26 contains 15415 members 
Mstep: Class 27 contains 161159 members 
Mstep: Class 28 contains 3584 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 15763 members 
Mstep: Class 31 contains 40882 members 
Mstep: Class 32 contains 30197 members 
Mstep: Class 33 contains 92502 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136925 members 
Mstep: Class 37 contains 18029 members 
Mstep: Class 38 contains 73027 members 
Mstep: Class 39 contains 61394 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16479 members 
Mstep: Class 42 contains 5663 members 
Mstep: Class 43 contains 65999 members 
Mstep: Class 44 contains 20931 members 
Mstep: Class 45 contains 5158 members 
Mstep: Class 46 contains 5168 members 
Mstep: Class 47 contains 34577 members 
Mstep: Class 48 contains 21190 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5670 members 
Mstep: Class 51 contains 62234 members 
Mstep: Class 52 contains 9838 members 
Mstep: Class 53 contains 27547 members 
Mstep: Class 54 contains 14733 members 
Mstep: Class 55 contains 49143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473928.000000 Penalty: 35291.851562
Iteration 462Q: 55 clusters Score -8.747393e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 84775 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 84944 members 
Mstep: Class 8 contains 75801 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 18722 members 
Mstep: Class 12 contains 59003 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1615 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 18 contains 66686 members 
Mstep: Class 19 contains 65182 members 
Mstep: Class 20 contains 34420 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 99575 members 
Mstep: Class 23 contains 69591 members 
Mstep: Class 24 contains 8676 members 
Mstep: Class 25 contains 2754 members 
Mstep: Class 26 contains 15417 members 
Mstep: Class 27 contains 161185 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 15554 members 
Mstep: Class 31 contains 40881 members 
Mstep: Class 32 contains 30450 members 
Mstep: Class 33 contains 92489 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136900 members 
Mstep: Class 37 contains 18022 members 
Mstep: Class 38 contains 72872 members 
Mstep: Class 39 contains 61552 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16482 members 
Mstep: Class 42 contains 5660 members 
Mstep: Class 43 contains 65932 members 
Mstep: Class 44 contains 20950 members 
Mstep: Class 45 contains 5158 members 
Mstep: Class 46 contains 5168 members 
Mstep: Class 47 contains 34494 members 
Mstep: Class 48 contains 21195 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5643 members 
Mstep: Class 51 contains 62924 members 
Mstep: Class 52 contains 9839 members 
Mstep: Class 53 contains 27764 members 
Mstep: Class 54 contains 14823 members 
Mstep: Class 55 contains 49089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474416.000000 Penalty: 35291.851562
Iteration 463Q: 55 clusters Score -8.747442e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 84772 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 39455 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 85727 members 
Mstep: Class 8 contains 75807 members 
Mstep: Class 9 contains 2575 members 
Mstep: Class 10 contains 18385 members 
Mstep: Class 12 contains 58987 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1567 members 
Mstep: Class 18 contains 65958 members 
Mstep: Class 19 contains 65192 members 
Mstep: Class 20 contains 34076 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 99497 members 
Mstep: Class 23 contains 69612 members 
Mstep: Class 24 contains 8677 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 15420 members 
Mstep: Class 27 contains 161182 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 15376 members 
Mstep: Class 31 contains 40880 members 
Mstep: Class 32 contains 30783 members 
Mstep: Class 33 contains 92480 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136902 members 
Mstep: Class 37 contains 18013 members 
Mstep: Class 38 contains 72699 members 
Mstep: Class 39 contains 61683 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16481 members 
Mstep: Class 42 contains 5656 members 
Mstep: Class 43 contains 65848 members 
Mstep: Class 44 contains 20992 members 
Mstep: Class 45 contains 5159 members 
Mstep: Class 46 contains 5170 members 
Mstep: Class 47 contains 34382 members 
Mstep: Class 48 contains 21196 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5641 members 
Mstep: Class 51 contains 63498 members 
Mstep: Class 52 contains 9845 members 
Mstep: Class 53 contains 27984 members 
Mstep: Class 54 contains 14782 members 
Mstep: Class 55 contains 49083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 624.626099 but Gain 653.550781
Score: -87474592.000000 Penalty: 34638.300781
Iteration 464Q: 54 clusters Score -8.747459e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 84761 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 5 contains 39457 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 87026 members 
Mstep: Class 8 contains 75811 members 
Mstep: Class 9 contains 2576 members 
Mstep: Class 10 contains 18116 members 
Mstep: Class 12 contains 58971 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 18 contains 65237 members 
Mstep: Class 19 contains 65195 members 
Mstep: Class 20 contains 33783 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 99431 members 
Mstep: Class 23 contains 69628 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2746 members 
Mstep: Class 26 contains 15422 members 
Mstep: Class 27 contains 161176 members 
Mstep: Class 28 contains 3624 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 15217 members 
Mstep: Class 31 contains 40875 members 
Mstep: Class 32 contains 31070 members 
Mstep: Class 33 contains 92468 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136912 members 
Mstep: Class 37 contains 18004 members 
Mstep: Class 38 contains 72479 members 
Mstep: Class 39 contains 61943 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16481 members 
Mstep: Class 42 contains 5653 members 
Mstep: Class 43 contains 65804 members 
Mstep: Class 44 contains 20984 members 
Mstep: Class 45 contains 5158 members 
Mstep: Class 46 contains 5172 members 
Mstep: Class 47 contains 34174 members 
Mstep: Class 48 contains 21210 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5614 members 
Mstep: Class 51 contains 64211 members 
Mstep: Class 52 contains 9853 members 
Mstep: Class 53 contains 28225 members 
Mstep: Class 54 contains 14660 members 
Mstep: Class 55 contains 49006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87475208.000000 Penalty: 34638.300781
Iteration 465Q: 54 clusters Score -8.747521e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 84751 members 
Mstep: Class 3 contains 2718 members 
Mstep: Class 5 contains 39450 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 87871 members 
Mstep: Class 8 contains 75809 members 
Mstep: Class 9 contains 2577 members 
Mstep: Class 10 contains 17841 members 
Mstep: Class 12 contains 58958 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 18 contains 64537 members 
Mstep: Class 19 contains 65190 members 
Mstep: Class 20 contains 33493 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 99254 members 
Mstep: Class 23 contains 69643 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 15424 members 
Mstep: Class 27 contains 161175 members 
Mstep: Class 28 contains 3635 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 15071 members 
Mstep: Class 31 contains 40874 members 
Mstep: Class 32 contains 31355 members 
Mstep: Class 33 contains 92454 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136898 members 
Mstep: Class 37 contains 17997 members 
Mstep: Class 38 contains 72287 members 
Mstep: Class 39 contains 62159 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16481 members 
Mstep: Class 42 contains 5652 members 
Mstep: Class 43 contains 65757 members 
Mstep: Class 44 contains 21039 members 
Mstep: Class 45 contains 5158 members 
Mstep: Class 46 contains 5172 members 
Mstep: Class 47 contains 34039 members 
Mstep: Class 48 contains 21244 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5549 members 
Mstep: Class 51 contains 64878 members 
Mstep: Class 52 contains 9853 members 
Mstep: Class 53 contains 28426 members 
Mstep: Class 54 contains 14538 members 
Mstep: Class 55 contains 48937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474696.000000 Penalty: 34638.300781
Iteration 466Q: 54 clusters Score -8.74747e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 84725 members 
Mstep: Class 3 contains 2619 members 
Mstep: Class 5 contains 39455 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 88581 members 
Mstep: Class 8 contains 75802 members 
Mstep: Class 9 contains 2578 members 
Mstep: Class 10 contains 17599 members 
Mstep: Class 12 contains 58935 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1573 members 
Mstep: Class 18 contains 63978 members 
Mstep: Class 19 contains 65207 members 
Mstep: Class 20 contains 33165 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 99151 members 
Mstep: Class 23 contains 69665 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2745 members 
Mstep: Class 26 contains 15426 members 
Mstep: Class 27 contains 161158 members 
Mstep: Class 28 contains 3658 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 14937 members 
Mstep: Class 31 contains 40875 members 
Mstep: Class 32 contains 31679 members 
Mstep: Class 33 contains 92447 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136868 members 
Mstep: Class 37 contains 17992 members 
Mstep: Class 38 contains 72093 members 
Mstep: Class 39 contains 62453 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16474 members 
Mstep: Class 42 contains 5654 members 
Mstep: Class 43 contains 65711 members 
Mstep: Class 44 contains 21092 members 
Mstep: Class 45 contains 5158 members 
Mstep: Class 46 contains 5170 members 
Mstep: Class 47 contains 33849 members 
Mstep: Class 48 contains 21262 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5528 members 
Mstep: Class 51 contains 65631 members 
Mstep: Class 52 contains 9856 members 
Mstep: Class 53 contains 28632 members 
Mstep: Class 54 contains 14391 members 
Mstep: Class 55 contains 48688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474456.000000 Penalty: 34638.300781
Iteration 467Q: 54 clusters Score -8.747446e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 84714 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 5 contains 39455 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 89150 members 
Mstep: Class 8 contains 75817 members 
Mstep: Class 9 contains 2581 members 
Mstep: Class 10 contains 17406 members 
Mstep: Class 12 contains 58917 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1609 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1575 members 
Mstep: Class 18 contains 63346 members 
Mstep: Class 19 contains 65193 members 
Mstep: Class 20 contains 32791 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 99054 members 
Mstep: Class 23 contains 69683 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15428 members 
Mstep: Class 27 contains 161155 members 
Mstep: Class 28 contains 3672 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 14815 members 
Mstep: Class 31 contains 40875 members 
Mstep: Class 32 contains 32049 members 
Mstep: Class 33 contains 92437 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136845 members 
Mstep: Class 37 contains 17985 members 
Mstep: Class 38 contains 71889 members 
Mstep: Class 39 contains 62804 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16468 members 
Mstep: Class 42 contains 5655 members 
Mstep: Class 43 contains 65678 members 
Mstep: Class 44 contains 21073 members 
Mstep: Class 45 contains 5160 members 
Mstep: Class 46 contains 5170 members 
Mstep: Class 47 contains 33571 members 
Mstep: Class 48 contains 21291 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5485 members 
Mstep: Class 51 contains 66483 members 
Mstep: Class 52 contains 9861 members 
Mstep: Class 53 contains 28863 members 
Mstep: Class 54 contains 14345 members 
Mstep: Class 55 contains 48439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474648.000000 Penalty: 34638.300781
Iteration 468Q: 54 clusters Score -8.747465e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 84700 members 
Mstep: Class 3 contains 2405 members 
Mstep: Class 5 contains 39456 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 89698 members 
Mstep: Class 8 contains 75836 members 
Mstep: Class 9 contains 2585 members 
Mstep: Class 10 contains 17230 members 
Mstep: Class 12 contains 58901 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1609 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 62836 members 
Mstep: Class 19 contains 65181 members 
Mstep: Class 20 contains 32379 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 98954 members 
Mstep: Class 23 contains 69697 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2744 members 
Mstep: Class 26 contains 15428 members 
Mstep: Class 27 contains 161143 members 
Mstep: Class 28 contains 3683 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 14716 members 
Mstep: Class 31 contains 40874 members 
Mstep: Class 32 contains 32399 members 
Mstep: Class 33 contains 92419 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136842 members 
Mstep: Class 37 contains 17977 members 
Mstep: Class 38 contains 71722 members 
Mstep: Class 39 contains 63113 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16463 members 
Mstep: Class 42 contains 5655 members 
Mstep: Class 43 contains 65657 members 
Mstep: Class 44 contains 21115 members 
Mstep: Class 45 contains 5167 members 
Mstep: Class 46 contains 5171 members 
Mstep: Class 47 contains 33363 members 
Mstep: Class 48 contains 21317 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5480 members 
Mstep: Class 51 contains 67290 members 
Mstep: Class 52 contains 9864 members 
Mstep: Class 53 contains 29096 members 
Mstep: Class 54 contains 14224 members 
Mstep: Class 55 contains 48109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474528.000000 Penalty: 34638.300781
Iteration 469Q: 54 clusters Score -8.747453e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 84714 members 
Mstep: Class 3 contains 2417 members 
Mstep: Class 5 contains 39450 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 90152 members 
Mstep: Class 8 contains 75846 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 17067 members 
Mstep: Class 12 contains 58891 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 1611 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 62179 members 
Mstep: Class 19 contains 65160 members 
Mstep: Class 20 contains 31974 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 98902 members 
Mstep: Class 23 contains 69717 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 15429 members 
Mstep: Class 27 contains 161124 members 
Mstep: Class 28 contains 3703 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 14613 members 
Mstep: Class 31 contains 40875 members 
Mstep: Class 32 contains 32773 members 
Mstep: Class 33 contains 92401 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136840 members 
Mstep: Class 37 contains 17971 members 
Mstep: Class 38 contains 71531 members 
Mstep: Class 39 contains 63362 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16465 members 
Mstep: Class 42 contains 5653 members 
Mstep: Class 43 contains 65624 members 
Mstep: Class 44 contains 21245 members 
Mstep: Class 45 contains 5173 members 
Mstep: Class 46 contains 5171 members 
Mstep: Class 47 contains 33090 members 
Mstep: Class 48 contains 21369 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5429 members 
Mstep: Class 51 contains 67885 members 
Mstep: Class 52 contains 9870 members 
Mstep: Class 53 contains 29326 members 
Mstep: Class 54 contains 14211 members 
Mstep: Class 55 contains 47948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474384.000000 Penalty: 34638.300781
Iteration 470Q: 54 clusters Score -8.747438e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 84706 members 
Mstep: Class 3 contains 2397 members 
Mstep: Class 5 contains 39442 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 90520 members 
Mstep: Class 8 contains 75859 members 
Mstep: Class 9 contains 2586 members 
Mstep: Class 10 contains 16979 members 
Mstep: Class 12 contains 58880 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 61591 members 
Mstep: Class 19 contains 65154 members 
Mstep: Class 20 contains 31562 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 98866 members 
Mstep: Class 23 contains 69733 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 15429 members 
Mstep: Class 27 contains 161098 members 
Mstep: Class 28 contains 3717 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 14516 members 
Mstep: Class 31 contains 40875 members 
Mstep: Class 32 contains 33130 members 
Mstep: Class 33 contains 92389 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136847 members 
Mstep: Class 37 contains 17962 members 
Mstep: Class 38 contains 71360 members 
Mstep: Class 39 contains 63582 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16467 members 
Mstep: Class 42 contains 5649 members 
Mstep: Class 43 contains 65640 members 
Mstep: Class 44 contains 21228 members 
Mstep: Class 45 contains 5171 members 
Mstep: Class 46 contains 5172 members 
Mstep: Class 47 contains 32873 members 
Mstep: Class 48 contains 21418 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5396 members 
Mstep: Class 51 contains 68697 members 
Mstep: Class 52 contains 9876 members 
Mstep: Class 53 contains 29546 members 
Mstep: Class 54 contains 14157 members 
Mstep: Class 55 contains 47655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474816.000000 Penalty: 34638.300781
Iteration 471Q: 54 clusters Score -8.747482e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 84691 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 5 contains 39427 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 7 contains 90993 members 
Mstep: Class 8 contains 75858 members 
Mstep: Class 9 contains 2585 members 
Mstep: Class 10 contains 16859 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 60907 members 
Mstep: Class 19 contains 65162 members 
Mstep: Class 20 contains 31245 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 98827 members 
Mstep: Class 23 contains 69738 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2751 members 
Mstep: Class 26 contains 15430 members 
Mstep: Class 27 contains 161080 members 
Mstep: Class 28 contains 3728 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 14429 members 
Mstep: Class 31 contains 40875 members 
Mstep: Class 32 contains 33470 members 
Mstep: Class 33 contains 92378 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136841 members 
Mstep: Class 37 contains 17957 members 
Mstep: Class 38 contains 71134 members 
Mstep: Class 39 contains 63747 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16466 members 
Mstep: Class 42 contains 5650 members 
Mstep: Class 43 contains 65617 members 
Mstep: Class 44 contains 21331 members 
Mstep: Class 45 contains 5167 members 
Mstep: Class 46 contains 5172 members 
Mstep: Class 47 contains 32730 members 
Mstep: Class 48 contains 21484 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5343 members 
Mstep: Class 51 contains 69347 members 
Mstep: Class 52 contains 9880 members 
Mstep: Class 53 contains 29774 members 
Mstep: Class 54 contains 14070 members 
Mstep: Class 55 contains 47500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474512.000000 Penalty: 34638.300781
Iteration 472Q: 54 clusters Score -8.747451e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 84681 members 
Mstep: Class 3 contains 2502 members 
Mstep: Class 5 contains 39425 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 7 contains 91419 members 
Mstep: Class 8 contains 75859 members 
Mstep: Class 9 contains 2585 members 
Mstep: Class 10 contains 16746 members 
Mstep: Class 12 contains 58867 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 18 contains 60336 members 
Mstep: Class 19 contains 65159 members 
Mstep: Class 20 contains 30870 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 98779 members 
Mstep: Class 23 contains 69761 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2752 members 
Mstep: Class 26 contains 15430 members 
Mstep: Class 27 contains 161072 members 
Mstep: Class 28 contains 3741 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 14366 members 
Mstep: Class 31 contains 40875 members 
Mstep: Class 32 contains 33845 members 
Mstep: Class 33 contains 92367 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136841 members 
Mstep: Class 37 contains 17955 members 
Mstep: Class 38 contains 70918 members 
Mstep: Class 39 contains 63790 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16463 members 
Mstep: Class 42 contains 5648 members 
Mstep: Class 43 contains 65616 members 
Mstep: Class 44 contains 21369 members 
Mstep: Class 45 contains 5166 members 
Mstep: Class 46 contains 5173 members 
Mstep: Class 47 contains 32579 members 
Mstep: Class 48 contains 21535 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5308 members 
Mstep: Class 51 contains 70077 members 
Mstep: Class 52 contains 9882 members 
Mstep: Class 53 contains 30003 members 
Mstep: Class 54 contains 13985 members 
Mstep: Class 55 contains 47124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474328.000000 Penalty: 34638.300781
Iteration 473Q: 54 clusters Score -8.747433e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 84673 members 
Mstep: Class 3 contains 2500 members 
Mstep: Class 5 contains 39406 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 91805 members 
Mstep: Class 8 contains 75869 members 
Mstep: Class 9 contains 2587 members 
Mstep: Class 10 contains 16624 members 
Mstep: Class 12 contains 58854 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 1615 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1585 members 
Mstep: Class 18 contains 59838 members 
Mstep: Class 19 contains 65149 members 
Mstep: Class 20 contains 30507 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 98745 members 
Mstep: Class 23 contains 69775 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 15430 members 
Mstep: Class 27 contains 161065 members 
Mstep: Class 28 contains 3753 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 14293 members 
Mstep: Class 31 contains 40873 members 
Mstep: Class 32 contains 34221 members 
Mstep: Class 33 contains 92352 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136828 members 
Mstep: Class 37 contains 17953 members 
Mstep: Class 38 contains 70680 members 
Mstep: Class 39 contains 63943 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16463 members 
Mstep: Class 42 contains 5649 members 
Mstep: Class 43 contains 65622 members 
Mstep: Class 44 contains 21436 members 
Mstep: Class 45 contains 5165 members 
Mstep: Class 46 contains 5174 members 
Mstep: Class 47 contains 32434 members 
Mstep: Class 48 contains 21583 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5282 members 
Mstep: Class 51 contains 70802 members 
Mstep: Class 52 contains 9885 members 
Mstep: Class 53 contains 30222 members 
Mstep: Class 54 contains 13990 members 
Mstep: Class 55 contains 46689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474312.000000 Penalty: 34638.300781
Iteration 474Q: 54 clusters Score -8.747431e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 84665 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 5 contains 39405 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 92189 members 
Mstep: Class 8 contains 75871 members 
Mstep: Class 9 contains 2588 members 
Mstep: Class 10 contains 16535 members 
Mstep: Class 12 contains 58845 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 1615 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 59438 members 
Mstep: Class 19 contains 65142 members 
Mstep: Class 20 contains 30148 members 
Mstep: Class 21 contains 1711 members 
Mstep: Class 22 contains 98699 members 
Mstep: Class 23 contains 69792 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2749 members 
Mstep: Class 26 contains 15432 members 
Mstep: Class 27 contains 161069 members 
Mstep: Class 28 contains 3758 members 
Mstep: Class 29 contains 667 members 
Mstep: Class 30 contains 14242 members 
Mstep: Class 31 contains 40872 members 
Mstep: Class 32 contains 34672 members 
Mstep: Class 33 contains 92342 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136825 members 
Mstep: Class 37 contains 17952 members 
Mstep: Class 38 contains 70430 members 
Mstep: Class 39 contains 64071 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16462 members 
Mstep: Class 42 contains 5649 members 
Mstep: Class 43 contains 65545 members 
Mstep: Class 44 contains 21663 members 
Mstep: Class 45 contains 5167 members 
Mstep: Class 46 contains 5174 members 
Mstep: Class 47 contains 32359 members 
Mstep: Class 48 contains 21618 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5254 members 
Mstep: Class 51 contains 71537 members 
Mstep: Class 52 contains 9886 members 
Mstep: Class 53 contains 30429 members 
Mstep: Class 54 contains 13895 members 
Mstep: Class 55 contains 46093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474080.000000 Penalty: 34638.300781
Iteration 475Q: 54 clusters Score -8.747408e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 84670 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 5 contains 39398 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 92563 members 
Mstep: Class 8 contains 75870 members 
Mstep: Class 9 contains 2588 members 
Mstep: Class 10 contains 16440 members 
Mstep: Class 12 contains 58834 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 58951 members 
Mstep: Class 19 contains 65135 members 
Mstep: Class 20 contains 29828 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98661 members 
Mstep: Class 23 contains 69791 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 2750 members 
Mstep: Class 26 contains 15437 members 
Mstep: Class 27 contains 161067 members 
Mstep: Class 28 contains 3764 members 
Mstep: Class 29 contains 665 members 
Mstep: Class 30 contains 14191 members 
Mstep: Class 31 contains 40870 members 
Mstep: Class 32 contains 35070 members 
Mstep: Class 33 contains 92342 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136819 members 
Mstep: Class 37 contains 17951 members 
Mstep: Class 38 contains 70212 members 
Mstep: Class 39 contains 64165 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16461 members 
Mstep: Class 42 contains 5649 members 
Mstep: Class 43 contains 65449 members 
Mstep: Class 44 contains 21780 members 
Mstep: Class 45 contains 5168 members 
Mstep: Class 46 contains 5174 members 
Mstep: Class 47 contains 32286 members 
Mstep: Class 48 contains 21654 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5213 members 
Mstep: Class 51 contains 72270 members 
Mstep: Class 52 contains 9885 members 
Mstep: Class 53 contains 30628 members 
Mstep: Class 54 contains 13915 members 
Mstep: Class 55 contains 45473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473888.000000 Penalty: 34638.300781
Iteration 476Q: 54 clusters Score -8.747389e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 84661 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 5 contains 39393 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 92948 members 
Mstep: Class 8 contains 75877 members 
Mstep: Class 9 contains 2589 members 
Mstep: Class 10 contains 16340 members 
Mstep: Class 12 contains 58818 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 1617 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 58437 members 
Mstep: Class 19 contains 65128 members 
Mstep: Class 20 contains 29519 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98612 members 
Mstep: Class 23 contains 69793 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 15441 members 
Mstep: Class 27 contains 161069 members 
Mstep: Class 28 contains 3770 members 
Mstep: Class 29 contains 664 members 
Mstep: Class 30 contains 14133 members 
Mstep: Class 31 contains 40871 members 
Mstep: Class 32 contains 35462 members 
Mstep: Class 33 contains 92340 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136821 members 
Mstep: Class 37 contains 17950 members 
Mstep: Class 38 contains 70005 members 
Mstep: Class 39 contains 64212 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16468 members 
Mstep: Class 42 contains 5648 members 
Mstep: Class 43 contains 65377 members 
Mstep: Class 44 contains 22119 members 
Mstep: Class 45 contains 5167 members 
Mstep: Class 46 contains 5174 members 
Mstep: Class 47 contains 32187 members 
Mstep: Class 48 contains 21700 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5163 members 
Mstep: Class 51 contains 72775 members 
Mstep: Class 52 contains 9883 members 
Mstep: Class 53 contains 30824 members 
Mstep: Class 54 contains 13949 members 
Mstep: Class 55 contains 44915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473864.000000 Penalty: 34638.300781
Iteration 477Q: 54 clusters Score -8.747386e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 84661 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 5 contains 39385 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 93337 members 
Mstep: Class 8 contains 75871 members 
Mstep: Class 9 contains 2590 members 
Mstep: Class 10 contains 16228 members 
Mstep: Class 12 contains 58810 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 58003 members 
Mstep: Class 19 contains 65129 members 
Mstep: Class 20 contains 29210 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 98576 members 
Mstep: Class 23 contains 69811 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 2748 members 
Mstep: Class 26 contains 15443 members 
Mstep: Class 27 contains 161092 members 
Mstep: Class 28 contains 3779 members 
Mstep: Class 29 contains 663 members 
Mstep: Class 30 contains 14071 members 
Mstep: Class 31 contains 40870 members 
Mstep: Class 32 contains 35823 members 
Mstep: Class 33 contains 92331 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136822 members 
Mstep: Class 37 contains 17950 members 
Mstep: Class 38 contains 69827 members 
Mstep: Class 39 contains 64350 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16474 members 
Mstep: Class 42 contains 5651 members 
Mstep: Class 43 contains 65303 members 
Mstep: Class 44 contains 22395 members 
Mstep: Class 45 contains 5163 members 
Mstep: Class 46 contains 5174 members 
Mstep: Class 47 contains 32112 members 
Mstep: Class 48 contains 21746 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5106 members 
Mstep: Class 51 contains 73472 members 
Mstep: Class 52 contains 9882 members 
Mstep: Class 53 contains 30995 members 
Mstep: Class 54 contains 13978 members 
Mstep: Class 55 contains 44203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473816.000000 Penalty: 34638.300781
Iteration 478Q: 54 clusters Score -8.747382e+07 nChanged 3612
Entering ConstructFrom: 
Score: -87473816.000000 Penalty: 34638.300781
Entering ConstructFrom: 
Trying to split cluster 1 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -131580.578125 Penalty: 354.495483
	Iteration 0F: 2 clusters Score -131580.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -129887.554688 Penalty: 708.990967
	Iteration 0F: 3 clusters Score -129887.6 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -130465.906250 Penalty: 708.990967
	Iteration 1F: 3 clusters Score -130465.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -130553.414062 Penalty: 708.990967
	Iteration 2F: 3 clusters Score -130553.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -130616.812500 Penalty: 708.990967
	Iteration 3F: 3 clusters Score -130616.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -130667.789062 Penalty: 708.990967
	Iteration 4Q: 3 clusters Score -130667.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -130703.101562 Penalty: 708.990967
	Iteration 5Q: 3 clusters Score -130703.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -130736.617188 Penalty: 708.990967
	Iteration 6Q: 3 clusters Score -130736.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -130769.992188 Penalty: 708.990967
	Iteration 7Q: 3 clusters Score -130770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -130800.367188 Penalty: 708.990967
	Iteration 8Q: 3 clusters Score -130800.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -130842.875000 Penalty: 708.990967
	Iteration 9Q: 3 clusters Score -130842.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -130904.898438 Penalty: 708.990967
	Iteration 10Q: 3 clusters Score -130904.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -130971.093750 Penalty: 708.990967
	Iteration 11Q: 3 clusters Score -130971.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -131052.054688 Penalty: 708.990967
	Iteration 12Q: 3 clusters Score -131052.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -131140.281250 Penalty: 708.990967
	Iteration 13Q: 3 clusters Score -131140.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -131185.734375 Penalty: 708.990967
	Iteration 14Q: 3 clusters Score -131185.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -131206.109375 Penalty: 708.990967
	Iteration 15Q: 3 clusters Score -131206.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -131217.421875 Penalty: 708.990967
	Iteration 16Q: 3 clusters Score -131217.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -131224.421875 Penalty: 708.990967
	Iteration 17Q: 3 clusters Score -131224.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -131226.937500 Penalty: 708.990967
	Iteration 18Q: 3 clusters Score -131226.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -131228.328125 Penalty: 708.990967
	Iteration 19Q: 3 clusters Score -131228.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -131228.593750 Penalty: 708.990967
	Iteration 20F: 3 clusters Score -131228.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -131229.250000 Penalty: 708.990967
	Iteration 21Q: 3 clusters Score -131229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -131229.484375 Penalty: 708.990967
	Iteration 22Q: 3 clusters Score -131229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -131230.453125 Penalty: 708.990967
	Iteration 23Q: 3 clusters Score -131230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -131231.390625 Penalty: 708.990967
	Iteration 24Q: 3 clusters Score -131231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -131232.046875 Penalty: 708.990967
	Iteration 25Q: 3 clusters Score -131232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -131233.437500 Penalty: 708.990967
	Iteration 26Q: 3 clusters Score -131233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -131233.734375 Penalty: 708.990967
	Iteration 27Q: 3 clusters Score -131233.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -131233.734375 Penalty: 708.990967
	Iteration 28F: 3 clusters Score -131233.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Entering Unmasked Estep 
Score: -4471676.500000 Penalty: 516.261108
	Iteration 0F: 2 clusters Score -4471676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -4414915.500000 Penalty: 1032.522217
	Iteration 0F: 3 clusters Score -4414916 nChanged 41139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -4438616.500000 Penalty: 1032.522217
	Iteration 1F: 3 clusters Score -4438616 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -4440270.000000 Penalty: 1032.522217
	Iteration 2Q: 3 clusters Score -4440270 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -4443378.000000 Penalty: 1032.522217
	Iteration 3F: 3 clusters Score -4443378 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -4448768.000000 Penalty: 1032.522217
	Iteration 4F: 3 clusters Score -4448768 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -4456197.000000 Penalty: 1032.522217
	Iteration 5F: 3 clusters Score -4456197 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 75751 members 
Entering Unmasked Estep 
Score: -4463191.000000 Penalty: 1032.522217
	Iteration 6F: 3 clusters Score -4463191 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -4467763.000000 Penalty: 1032.522217
	Iteration 7F: 3 clusters Score -4467763 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 83091 members 
Entering Unmasked Estep 
Score: -4470003.500000 Penalty: 1032.522217
	Iteration 8Q: 3 clusters Score -4470004 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -4470820.500000 Penalty: 1032.522217
	Iteration 9Q: 3 clusters Score -4470820 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -4471083.500000 Penalty: 1032.522217
	Iteration 10Q: 3 clusters Score -4471084 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 84573 members 
Entering Unmasked Estep 
Score: -4471176.500000 Penalty: 1032.522217
	Iteration 11Q: 3 clusters Score -4471176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 84594 members 
Entering Unmasked Estep 
Score: -4471200.500000 Penalty: 1032.522217
	Iteration 12Q: 3 clusters Score -4471200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 84601 members 
Entering Unmasked Estep 
Score: -4471224.500000 Penalty: 1032.522217
	Iteration 13Q: 3 clusters Score -4471224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -4471240.000000 Penalty: 1032.522217
	Iteration 14Q: 3 clusters Score -4471240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -4471243.500000 Penalty: 1032.522217
	Iteration 15Q: 3 clusters Score -4471244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -4471243.000000 Penalty: 1032.522217
	Iteration 16Q: 3 clusters Score -4471243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -4471243.000000 Penalty: 1032.522217
	Iteration 17F: 3 clusters Score -4471243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -142335.750000 Penalty: 354.739349
	Iteration 0F: 2 clusters Score -142335.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -140627.406250 Penalty: 709.478699
	Iteration 0F: 3 clusters Score -140627.4 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -141162.640625 Penalty: 709.478699
	Iteration 1F: 3 clusters Score -141162.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -141284.531250 Penalty: 709.478699
	Iteration 2F: 3 clusters Score -141284.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -141355.546875 Penalty: 709.478699
	Iteration 3F: 3 clusters Score -141355.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -141435.203125 Penalty: 709.478699
	Iteration 4F: 3 clusters Score -141435.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -141533.250000 Penalty: 709.478699
	Iteration 5Q: 3 clusters Score -141533.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -141619.671875 Penalty: 709.478699
	Iteration 6F: 3 clusters Score -141619.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -141753.703125 Penalty: 709.478699
	Iteration 7Q: 3 clusters Score -141753.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -141851.671875 Penalty: 709.478699
	Iteration 8Q: 3 clusters Score -141851.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -141892.921875 Penalty: 709.478699
	Iteration 9Q: 3 clusters Score -141892.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -139608.031250 Penalty: 709.478699
	Iteration 10Q: 3 clusters Score -139608 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141752.546875 Penalty: 709.478699
	Iteration 11F: 3 clusters Score -141752.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141779.625000 Penalty: 709.478699
	Iteration 12Q: 3 clusters Score -141779.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -141820.984375 Penalty: 709.478699
	Iteration 13F: 3 clusters Score -141821 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -141846.250000 Penalty: 709.478699
	Iteration 14F: 3 clusters Score -141846.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -141911.140625 Penalty: 709.478699
	Iteration 15F: 3 clusters Score -141911.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -141964.531250 Penalty: 709.478699
	Iteration 16Q: 3 clusters Score -141964.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -141915.093750 Penalty: 709.478699
	Iteration 17Q: 3 clusters Score -141915.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -141983.656250 Penalty: 709.478699
	Iteration 18Q: 3 clusters Score -141983.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -142013.531250 Penalty: 709.478699
	Iteration 19Q: 3 clusters Score -142013.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -142021.531250 Penalty: 709.478699
	Iteration 20F: 3 clusters Score -142021.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -142019.625000 Penalty: 709.478699
	Iteration 21Q: 3 clusters Score -142019.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -142026.515625 Penalty: 709.478699
	Iteration 22Q: 3 clusters Score -142026.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Unmasked E-step: Deleting class 2: covariance matrix is	singular
Score: -142009.859375 Penalty: 709.478699
	Iteration 23Q: 3 clusters Score -142009.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -142195.937500 Penalty: 354.739349
	Iteration 24Q: 2 clusters Score -142195.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -142335.750000 Penalty: 354.739349
	Iteration 25Q: 2 clusters Score -142335.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -142335.750000 Penalty: 354.739349
	Iteration 26F: 2 clusters Score -142335.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Entering Unmasked Estep 
Score: -2149392.750000 Penalty: 481.444183
	Iteration 0F: 2 clusters Score -2149393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2122912.000000 Penalty: 962.888367
	Iteration 0F: 3 clusters Score -2122912 nChanged 19062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2134082.500000 Penalty: 962.888367
	Iteration 1F: 3 clusters Score -2134082 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2134809.750000 Penalty: 962.888367
	Iteration 2Q: 3 clusters Score -2134810 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2135970.500000 Penalty: 962.888367
	Iteration 3F: 3 clusters Score -2135970 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2137665.250000 Penalty: 962.888367
	Iteration 4F: 3 clusters Score -2137665 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2139742.750000 Penalty: 962.888367
	Iteration 5F: 3 clusters Score -2139743 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2141283.500000 Penalty: 962.888367
	Iteration 6F: 3 clusters Score -2141284 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2141916.500000 Penalty: 962.888367
	Iteration 7Q: 3 clusters Score -2141916 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2142147.000000 Penalty: 962.888367
	Iteration 8Q: 3 clusters Score -2142147 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2142252.250000 Penalty: 962.888367
	Iteration 9Q: 3 clusters Score -2142252 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2142331.500000 Penalty: 962.888367
	Iteration 10Q: 3 clusters Score -2142332 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2142394.500000 Penalty: 962.888367
	Iteration 11Q: 3 clusters Score -2142394 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2142472.500000 Penalty: 962.888367
	Iteration 12Q: 3 clusters Score -2142472 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -2142556.000000 Penalty: 962.888367
	Iteration 13Q: 3 clusters Score -2142556 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -2142644.250000 Penalty: 962.888367
	Iteration 14Q: 3 clusters Score -2142644 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2142751.750000 Penalty: 962.888367
	Iteration 15Q: 3 clusters Score -2142752 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2142880.000000 Penalty: 962.888367
	Iteration 16Q: 3 clusters Score -2142880 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -2143019.500000 Penalty: 962.888367
	Iteration 17Q: 3 clusters Score -2143020 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -2143188.000000 Penalty: 962.888367
	Iteration 18Q: 3 clusters Score -2143188 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -2143362.250000 Penalty: 962.888367
	Iteration 19Q: 3 clusters Score -2143362 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -2143571.000000 Penalty: 962.888367
	Iteration 20F: 3 clusters Score -2143571 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -2143793.500000 Penalty: 962.888367
	Iteration 21Q: 3 clusters Score -2143794 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -2144059.750000 Penalty: 962.888367
	Iteration 22Q: 3 clusters Score -2144060 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -2144341.750000 Penalty: 962.888367
	Iteration 23Q: 3 clusters Score -2144342 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -2144652.750000 Penalty: 962.888367
	Iteration 24Q: 3 clusters Score -2144653 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -2144986.250000 Penalty: 962.888367
	Iteration 25Q: 3 clusters Score -2144986 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -2145366.250000 Penalty: 962.888367
	Iteration 26Q: 3 clusters Score -2145366 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -2145762.750000 Penalty: 962.888367
	Iteration 27Q: 3 clusters Score -2145763 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -2146147.750000 Penalty: 962.888367
	Iteration 28Q: 3 clusters Score -2146148 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -2146558.000000 Penalty: 962.888367
	Iteration 29Q: 3 clusters Score -2146558 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -2146984.500000 Penalty: 962.888367
	Iteration 30Q: 3 clusters Score -2146984 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -2147361.750000 Penalty: 962.888367
	Iteration 31Q: 3 clusters Score -2147362 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -2147705.750000 Penalty: 962.888367
	Iteration 32Q: 3 clusters Score -2147706 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -2148020.250000 Penalty: 962.888367
	Iteration 33Q: 3 clusters Score -2148020 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -2148272.250000 Penalty: 962.888367
	Iteration 34Q: 3 clusters Score -2148272 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -2148442.250000 Penalty: 962.888367
	Iteration 35Q: 3 clusters Score -2148442 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -2148593.750000 Penalty: 962.888367
	Iteration 36Q: 3 clusters Score -2148594 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -2148687.500000 Penalty: 962.888367
	Iteration 37Q: 3 clusters Score -2148688 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -2148757.750000 Penalty: 962.888367
	Iteration 38Q: 3 clusters Score -2148758 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -2148811.750000 Penalty: 962.888367
	Iteration 39Q: 3 clusters Score -2148812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -2148864.750000 Penalty: 962.888367
	Iteration 40F: 3 clusters Score -2148865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -2148927.250000 Penalty: 962.888367
	Iteration 41Q: 3 clusters Score -2148927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -2148973.250000 Penalty: 962.888367
	Iteration 42Q: 3 clusters Score -2148973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -2148984.750000 Penalty: 962.888367
	Iteration 43Q: 3 clusters Score -2148985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -2148993.500000 Penalty: 962.888367
	Iteration 44Q: 3 clusters Score -2148994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -2149006.250000 Penalty: 962.888367
	Iteration 45Q: 3 clusters Score -2149006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -2149011.500000 Penalty: 962.888367
	Iteration 46Q: 3 clusters Score -2149012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -2149017.500000 Penalty: 962.888367
	Iteration 47Q: 3 clusters Score -2149018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -2149018.250000 Penalty: 962.888367
	Iteration 48Q: 3 clusters Score -2149018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -2149020.750000 Penalty: 962.888367
	Iteration 49Q: 3 clusters Score -2149021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -2149023.750000 Penalty: 962.888367
	Iteration 50Q: 3 clusters Score -2149024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -2149025.000000 Penalty: 962.888367
	Iteration 51Q: 3 clusters Score -2149025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -2149026.000000 Penalty: 962.888367
	Iteration 52Q: 3 clusters Score -2149026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -2149026.000000 Penalty: 962.888367
	Iteration 53F: 3 clusters Score -2149026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -109523.046875 Penalty: 346.226166
	Iteration 0F: 2 clusters Score -109523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -108085.328125 Penalty: 692.452332
	Iteration 0F: 3 clusters Score -108085.3 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -108553.812500 Penalty: 692.452332
	Iteration 1F: 3 clusters Score -108553.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -108631.250000 Penalty: 692.452332
	Iteration 2F: 3 clusters Score -108631.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -108712.750000 Penalty: 692.452332
	Iteration 3F: 3 clusters Score -108712.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -108796.757812 Penalty: 692.452332
	Iteration 4F: 3 clusters Score -108796.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -108879.992188 Penalty: 692.452332
	Iteration 5F: 3 clusters Score -108880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -108966.210938 Penalty: 692.452332
	Iteration 6F: 3 clusters Score -108966.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -109026.757812 Penalty: 692.452332
	Iteration 7Q: 3 clusters Score -109026.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109083.804688 Penalty: 692.452332
	Iteration 8Q: 3 clusters Score -109083.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -109128.531250 Penalty: 692.452332
	Iteration 9Q: 3 clusters Score -109128.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -109161.117188 Penalty: 692.452332
	Iteration 10Q: 3 clusters Score -109161.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -109184.367188 Penalty: 692.452332
	Iteration 11Q: 3 clusters Score -109184.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -109199.703125 Penalty: 692.452332
	Iteration 12Q: 3 clusters Score -109199.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -109203.609375 Penalty: 692.452332
	Iteration 13Q: 3 clusters Score -109203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -109206.804688 Penalty: 692.452332
	Iteration 14Q: 3 clusters Score -109206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -109209.531250 Penalty: 692.452332
	Iteration 15Q: 3 clusters Score -109209.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -109212.046875 Penalty: 692.452332
	Iteration 16Q: 3 clusters Score -109212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -109214.429688 Penalty: 692.452332
	Iteration 17Q: 3 clusters Score -109214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -109216.484375 Penalty: 692.452332
	Iteration 18Q: 3 clusters Score -109216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -109217.976562 Penalty: 692.452332
	Iteration 19Q: 3 clusters Score -109218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -109218.789062 Penalty: 692.452332
	Iteration 20F: 3 clusters Score -109218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -109219.078125 Penalty: 692.452332
	Iteration 21Q: 3 clusters Score -109219.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -109219.257812 Penalty: 692.452332
	Iteration 22Q: 3 clusters Score -109219.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -109219.257812 Penalty: 692.452332
	Iteration 23F: 3 clusters Score -109219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (93787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93787 members 
Entering Unmasked Estep 
Score: -5166559.000000 Penalty: 520.919556
	Iteration 0F: 2 clusters Score -5166559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -5104819.500000 Penalty: 1041.839111
	Iteration 0F: 3 clusters Score -5104820 nChanged 45901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -5136433.500000 Penalty: 1041.839111
	Iteration 1F: 3 clusters Score -5136434 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -5142304.500000 Penalty: 1041.839111
	Iteration 2F: 3 clusters Score -5142304 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -5150882.500000 Penalty: 1041.839111
	Iteration 3F: 3 clusters Score -5150882 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -5159701.500000 Penalty: 1041.839111
	Iteration 4F: 3 clusters Score -5159702 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -5163821.500000 Penalty: 1041.839111
	Iteration 5F: 3 clusters Score -5163822 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -5165112.500000 Penalty: 1041.839111
	Iteration 6Q: 3 clusters Score -5165112 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -5165727.000000 Penalty: 1041.839111
	Iteration 7Q: 3 clusters Score -5165727 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -5166013.000000 Penalty: 1041.839111
	Iteration 8Q: 3 clusters Score -5166013 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -5166155.000000 Penalty: 1041.839111
	Iteration 9Q: 3 clusters Score -5166155 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -5166223.000000 Penalty: 1041.839111
	Iteration 10Q: 3 clusters Score -5166223 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -5166258.000000 Penalty: 1041.839111
	Iteration 11Q: 3 clusters Score -5166258 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5166295.000000 Penalty: 1041.839111
	Iteration 12Q: 3 clusters Score -5166295 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -5166301.500000 Penalty: 1041.839111
	Iteration 13Q: 3 clusters Score -5166302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -5166313.000000 Penalty: 1041.839111
	Iteration 14Q: 3 clusters Score -5166313 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -5166321.000000 Penalty: 1041.839111
	Iteration 15Q: 3 clusters Score -5166321 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -5166318.500000 Penalty: 1041.839111
	Iteration 16Q: 3 clusters Score -5166318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -5166305.500000 Penalty: 1041.839111
	Iteration 17Q: 3 clusters Score -5166306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -5166320.000000 Penalty: 1041.839111
	Iteration 18Q: 3 clusters Score -5166320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -5166317.500000 Penalty: 1041.839111
	Iteration 19Q: 3 clusters Score -5166318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -5166314.000000 Penalty: 1041.839111
	Iteration 20F: 3 clusters Score -5166314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -5166326.500000 Penalty: 1041.839111
	Iteration 21Q: 3 clusters Score -5166326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5166315.000000 Penalty: 1041.839111
	Iteration 22Q: 3 clusters Score -5166315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -5166327.500000 Penalty: 1041.839111
	Iteration 23Q: 3 clusters Score -5166328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -5166331.000000 Penalty: 1041.839111
	Iteration 24Q: 3 clusters Score -5166331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -5166333.000000 Penalty: 1041.839111
	Iteration 25Q: 3 clusters Score -5166333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -5166323.000000 Penalty: 1041.839111
	Iteration 26Q: 3 clusters Score -5166323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5166324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5166336 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5166332 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5166328 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5166335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5166332 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5166338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5166338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5166344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5166340 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5166332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5166327 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5166325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5166336 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5166328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5166335 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5166333 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5166344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5166345 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5166324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5166322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5166318 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5166304 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5166288 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5166284 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5166273 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5166282 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5166276 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5166274 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5166270 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5166270 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5166272 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5166268 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5166264 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5166264 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5166282 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5166256 nChanged 98
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5166268 nChanged 80
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Mstep: Class 1 contains 58066 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5166259 nChanged 52
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Mstep: Class 1 contains 58014 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5166243 nChanged 44
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Mstep: Class 1 contains 57921 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5166258 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5166270 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57715 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5166267 nChanged 190
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Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5166250 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5166242 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57330 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5166284 nChanged 126
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Mstep: Class 1 contains 57044 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5166295 nChanged 191
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Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56628 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5166276 nChanged 204
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5166306 nChanged 145
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Mstep: Class 1 contains 56279 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5166303 nChanged 198
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Mstep: Class 1 contains 56081 members 
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	Iteration 80F: 3 clusters Score -5166300 nChanged 111
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Mstep: Class 1 contains 55970 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5166294 nChanged 154
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Mstep: Class 1 contains 55816 members 
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	Iteration 82Q: 3 clusters Score -5166285 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55767 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5166282 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55719 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5166284 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5166269 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55525 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5166295 nChanged 186
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Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 55145 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5166302 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5166310 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5166311 nChanged 122
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Mstep: Class 1 contains 54640 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5166286 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5166286 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5166266 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5166280 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5166268 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5166292 nChanged 283
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Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5166272 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5166293 nChanged 295
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Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5166310 nChanged 306
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Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5166286 nChanged 340
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Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5166288 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5166308 nChanged 319
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Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5166327 nChanged 382
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5166322 nChanged 368
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5166358 nChanged 450
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Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5166325 nChanged 511
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Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5166342 nChanged 572
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Mstep: Class 1 contains 49145 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5166318 nChanged 574
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Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5166315 nChanged 450
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Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5166304 nChanged 499
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Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5166334 nChanged 467
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Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5166350 nChanged 518
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Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5166377 nChanged 530
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Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5166407 nChanged 523
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Mstep: Class 1 contains 45584 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5166418 nChanged 541
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Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5166438 nChanged 458
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Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5166442 nChanged 467
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Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -5166422.500000 Penalty: 1041.839111
	Iteration 119Q: 3 clusters Score -5166422 nChanged 457
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5166376 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5166333 nChanged 352
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Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5166310 nChanged 343
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Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5166282 nChanged 331
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Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 53382 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5166264 nChanged 323
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Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 53705 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5166257 nChanged 222
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Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5166253 nChanged 166
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Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5166251 nChanged 125
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Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5166244 nChanged 183
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Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5166224 nChanged 99
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Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5166216 nChanged 146
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Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5166216 nChanged 131
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Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5166215 nChanged 120
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Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5166188 nChanged 99
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Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5166190 nChanged 104
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Mstep: Class 1 contains 35894 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5166194 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35792 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5166204 nChanged 75
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Mstep: Class 1 contains 35717 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35631 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 58323 members 
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	Iteration 158Q: 3 clusters Score -5166203 nChanged 71
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Mstep: Class 1 contains 35393 members 
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	Iteration 159Q: 3 clusters Score -5166188 nChanged 82
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Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5166187 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35240 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5166180 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35177 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5166188 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35089 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5166174 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 58775 members 
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	Iteration 164Q: 3 clusters Score -5166174 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34949 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5166201 nChanged 63
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Mstep: Class 1 contains 34886 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5166198 nChanged 30
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Mstep: Class 1 contains 34856 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5166200 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34841 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5166204 nChanged 26
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Mstep: Class 1 contains 34815 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5166204 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34801 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5166205 nChanged 43
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Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5166202 nChanged 26
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Mstep: Class 1 contains 34734 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5166206 nChanged 37
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5166209 nChanged 37
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Mstep: Class 1 contains 34660 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5166202 nChanged 35
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5166214 nChanged 42
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	Iteration 176Q: 3 clusters Score -5166212 nChanged 55
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	Iteration 177Q: 3 clusters Score -5166205 nChanged 70
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	Iteration 178Q: 3 clusters Score -5166204 nChanged 76
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5166195 nChanged 98
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5166187 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5166189 nChanged 35
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Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5166192 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 59656 members 
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	Iteration 183Q: 3 clusters Score -5166191 nChanged 45
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Mstep: Class 1 contains 34086 members 
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	Iteration 184Q: 3 clusters Score -5166189 nChanged 49
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Mstep: Class 1 contains 34037 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5166184 nChanged 102
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5166174 nChanged 75
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Mstep: Class 1 contains 33860 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5166184 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5166190 nChanged 23
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5166196 nChanged 12
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5166196 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33774 members 
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	Iteration 191Q: 3 clusters Score -5166187 nChanged 40
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5166196 nChanged 6
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	Iteration 193Q: 3 clusters Score -5166190 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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	Iteration 195Q: 3 clusters Score -5166193 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5166188 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33647 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5166180 nChanged 83
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5166182 nChanged 42
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5166165 nChanged 62
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	Iteration 205Q: 3 clusters Score -5166168 nChanged 98
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5166164 nChanged 87
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5166147 nChanged 81
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5166162 nChanged 95
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5166157 nChanged 40
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	Iteration 212Q: 3 clusters Score -5166162 nChanged 60
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Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -5166156.000000 Penalty: 1041.839111
	Iteration 213Q: 3 clusters Score -5166156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -5166157.000000 Penalty: 1041.839111
	Iteration 214Q: 3 clusters Score -5166157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -5166157.500000 Penalty: 1041.839111
	Iteration 215Q: 3 clusters Score -5166158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -5166161.500000 Penalty: 1041.839111
	Iteration 216Q: 3 clusters Score -5166162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -5166163.000000 Penalty: 1041.839111
	Iteration 217Q: 3 clusters Score -5166163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -5166162.500000 Penalty: 1041.839111
	Iteration 218Q: 3 clusters Score -5166162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -5166174.000000 Penalty: 1041.839111
	Iteration 219Q: 3 clusters Score -5166174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -5166169.500000 Penalty: 1041.839111
	Iteration 220F: 3 clusters Score -5166170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -5166165.000000 Penalty: 1041.839111
	Iteration 221Q: 3 clusters Score -5166165 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -5166164.500000 Penalty: 1041.839111
	Iteration 222Q: 3 clusters Score -5166164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -5166171.000000 Penalty: 1041.839111
	Iteration 223Q: 3 clusters Score -5166171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 61417 members 
Entering Unmasked Estep 
Score: -5166166.500000 Penalty: 1041.839111
	Iteration 224Q: 3 clusters Score -5166166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -5166164.500000 Penalty: 1041.839111
	Iteration 225Q: 3 clusters Score -5166164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -5166166.000000 Penalty: 1041.839111
	Iteration 226Q: 3 clusters Score -5166166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -5166167.000000 Penalty: 1041.839111
	Iteration 227Q: 3 clusters Score -5166167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -5166164.000000 Penalty: 1041.839111
	Iteration 228Q: 3 clusters Score -5166164 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 61731 members 
Entering Unmasked Estep 
Score: -5166165.000000 Penalty: 1041.839111
	Iteration 229Q: 3 clusters Score -5166165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -5166164.000000 Penalty: 1041.839111
	Iteration 230Q: 3 clusters Score -5166164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -5166169.000000 Penalty: 1041.839111
	Iteration 231Q: 3 clusters Score -5166169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -5166163.000000 Penalty: 1041.839111
	Iteration 232Q: 3 clusters Score -5166163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -5166162.500000 Penalty: 1041.839111
	Iteration 233Q: 3 clusters Score -5166162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -5166153.000000 Penalty: 1041.839111
	Iteration 234Q: 3 clusters Score -5166153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -5166158.000000 Penalty: 1041.839111
	Iteration 235Q: 3 clusters Score -5166158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -5166153.500000 Penalty: 1041.839111
	Iteration 236Q: 3 clusters Score -5166154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -5166147.000000 Penalty: 1041.839111
	Iteration 237Q: 3 clusters Score -5166147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -5166148.500000 Penalty: 1041.839111
	Iteration 238Q: 3 clusters Score -5166148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -5166156.000000 Penalty: 1041.839111
	Iteration 239Q: 3 clusters Score -5166156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -5166162.000000 Penalty: 1041.839111
	Iteration 240F: 3 clusters Score -5166162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -5166155.000000 Penalty: 1041.839111
	Iteration 241Q: 3 clusters Score -5166155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -5166143.000000 Penalty: 1041.839111
	Iteration 242Q: 3 clusters Score -5166143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -5166146.500000 Penalty: 1041.839111
	Iteration 243Q: 3 clusters Score -5166146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -5166162.000000 Penalty: 1041.839111
	Iteration 244Q: 3 clusters Score -5166162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -5166157.000000 Penalty: 1041.839111
	Iteration 245Q: 3 clusters Score -5166157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -5166142.500000 Penalty: 1041.839111
	Iteration 246Q: 3 clusters Score -5166142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -5166133.000000 Penalty: 1041.839111
	Iteration 247Q: 3 clusters Score -5166133 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 62419 members 
Entering Unmasked Estep 
Score: -5166129.500000 Penalty: 1041.839111
	Iteration 248Q: 3 clusters Score -5166130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -5166128.000000 Penalty: 1041.839111
	Iteration 249Q: 3 clusters Score -5166128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -5166141.500000 Penalty: 1041.839111
	Iteration 250Q: 3 clusters Score -5166142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -5166139.500000 Penalty: 1041.839111
	Iteration 251Q: 3 clusters Score -5166140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -5166139.000000 Penalty: 1041.839111
	Iteration 252Q: 3 clusters Score -5166139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -5166136.500000 Penalty: 1041.839111
	Iteration 253Q: 3 clusters Score -5166136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -5166139.500000 Penalty: 1041.839111
	Iteration 254Q: 3 clusters Score -5166140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -5166138.500000 Penalty: 1041.839111
	Iteration 255Q: 3 clusters Score -5166138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 62649 members 
Entering Unmasked Estep 
Score: -5166128.500000 Penalty: 1041.839111
	Iteration 256Q: 3 clusters Score -5166128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -5166137.500000 Penalty: 1041.839111
	Iteration 257Q: 3 clusters Score -5166138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 62733 members 
Entering Unmasked Estep 
Score: -5166134.500000 Penalty: 1041.839111
	Iteration 258Q: 3 clusters Score -5166134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -5166142.500000 Penalty: 1041.839111
	Iteration 259Q: 3 clusters Score -5166142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -5166146.500000 Penalty: 1041.839111
	Iteration 260F: 3 clusters Score -5166146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 62872 members 
Entering Unmasked Estep 
Score: -5166152.500000 Penalty: 1041.839111
	Iteration 261Q: 3 clusters Score -5166152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -5166144.500000 Penalty: 1041.839111
	Iteration 262Q: 3 clusters Score -5166144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -5166149.000000 Penalty: 1041.839111
	Iteration 263Q: 3 clusters Score -5166149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -5166147.500000 Penalty: 1041.839111
	Iteration 264Q: 3 clusters Score -5166148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -5166147.500000 Penalty: 1041.839111
	Iteration 265F: 3 clusters Score -5166148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75890 members 
Entering Unmasked Estep 
Score: -4048671.750000 Penalty: 511.285339
	Iteration 0F: 2 clusters Score -4048672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -3997407.250000 Penalty: 1022.570679
	Iteration 0F: 3 clusters Score -3997407 nChanged 36939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -4019899.500000 Penalty: 1022.570679
	Iteration 1F: 3 clusters Score -4019900 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4020877.750000 Penalty: 1022.570679
	Iteration 2Q: 3 clusters Score -4020878 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -4022462.500000 Penalty: 1022.570679
	Iteration 3Q: 3 clusters Score -4022462 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -4024994.000000 Penalty: 1022.570679
	Iteration 4F: 3 clusters Score -4024994 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -4028576.250000 Penalty: 1022.570679
	Iteration 5F: 3 clusters Score -4028576 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -4032862.000000 Penalty: 1022.570679
	Iteration 6F: 3 clusters Score -4032862 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -4036499.000000 Penalty: 1022.570679
	Iteration 7F: 3 clusters Score -4036499 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4039157.000000 Penalty: 1022.570679
	Iteration 8Q: 3 clusters Score -4039157 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -4041089.000000 Penalty: 1022.570679
	Iteration 9Q: 3 clusters Score -4041089 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -4042406.750000 Penalty: 1022.570679
	Iteration 10Q: 3 clusters Score -4042407 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4043356.250000 Penalty: 1022.570679
	Iteration 11Q: 3 clusters Score -4043356 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -4044092.000000 Penalty: 1022.570679
	Iteration 12Q: 3 clusters Score -4044092 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4044815.750000 Penalty: 1022.570679
	Iteration 13Q: 3 clusters Score -4044816 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4045451.000000 Penalty: 1022.570679
	Iteration 14Q: 3 clusters Score -4045451 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4046017.500000 Penalty: 1022.570679
	Iteration 15Q: 3 clusters Score -4046018 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4046590.250000 Penalty: 1022.570679
	Iteration 16Q: 3 clusters Score -4046590 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4047028.000000 Penalty: 1022.570679
	Iteration 17Q: 3 clusters Score -4047028 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4047406.500000 Penalty: 1022.570679
	Iteration 18Q: 3 clusters Score -4047406 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75038 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4047721.250000 Penalty: 1022.570679
	Iteration 19Q: 3 clusters Score -4047721 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4047949.000000 Penalty: 1022.570679
	Iteration 20F: 3 clusters Score -4047949 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4048088.750000 Penalty: 1022.570679
	Iteration 21Q: 3 clusters Score -4048089 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4048139.250000 Penalty: 1022.570679
	Iteration 22Q: 3 clusters Score -4048139 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75707 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4048167.000000 Penalty: 1022.570679
	Iteration 23Q: 3 clusters Score -4048167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75750 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4048205.000000 Penalty: 1022.570679
	Iteration 24Q: 3 clusters Score -4048205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4048227.500000 Penalty: 1022.570679
	Iteration 25Q: 3 clusters Score -4048228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -4048246.250000 Penalty: 1022.570679
	Iteration 26Q: 3 clusters Score -4048246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75803 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4048262.750000 Penalty: 1022.570679
	Iteration 27Q: 3 clusters Score -4048263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -4048266.750000 Penalty: 1022.570679
	Iteration 28Q: 3 clusters Score -4048267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4048266.500000 Penalty: 1022.570679
	Iteration 29Q: 3 clusters Score -4048266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -4048266.500000 Penalty: 1022.570679
	Iteration 30F: 3 clusters Score -4048266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -136583.828125 Penalty: 357.638428
	Iteration 0F: 2 clusters Score -136583.8 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 1277 members 
Entering Unmasked Estep 
Score: -134737.859375 Penalty: 715.276855
	Iteration 0F: 3 clusters Score -134737.9 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -135329.000000 Penalty: 715.276855
	Iteration 1F: 3 clusters Score -135329 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -135456.015625 Penalty: 715.276855
	Iteration 2F: 3 clusters Score -135456 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -135595.625000 Penalty: 715.276855
	Iteration 3F: 3 clusters Score -135595.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -135743.796875 Penalty: 715.276855
	Iteration 4F: 3 clusters Score -135743.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -135862.015625 Penalty: 715.276855
	Iteration 5F: 3 clusters Score -135862 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -135943.375000 Penalty: 715.276855
	Iteration 6F: 3 clusters Score -135943.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -136004.921875 Penalty: 715.276855
	Iteration 7Q: 3 clusters Score -136004.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -136062.890625 Penalty: 715.276855
	Iteration 8Q: 3 clusters Score -136062.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -136120.875000 Penalty: 715.276855
	Iteration 9Q: 3 clusters Score -136120.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -136162.390625 Penalty: 715.276855
	Iteration 10Q: 3 clusters Score -136162.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -136181.531250 Penalty: 715.276855
	Iteration 11Q: 3 clusters Score -136181.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -136195.218750 Penalty: 715.276855
	Iteration 12Q: 3 clusters Score -136195.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -136208.906250 Penalty: 715.276855
	Iteration 13Q: 3 clusters Score -136208.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -136222.906250 Penalty: 715.276855
	Iteration 14Q: 3 clusters Score -136222.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -136238.640625 Penalty: 715.276855
	Iteration 15Q: 3 clusters Score -136238.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -136255.078125 Penalty: 715.276855
	Iteration 16Q: 3 clusters Score -136255.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -136264.671875 Penalty: 715.276855
	Iteration 17Q: 3 clusters Score -136264.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -136278.390625 Penalty: 715.276855
	Iteration 18Q: 3 clusters Score -136278.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -136292.437500 Penalty: 715.276855
	Iteration 19Q: 3 clusters Score -136292.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -136307.453125 Penalty: 715.276855
	Iteration 20F: 3 clusters Score -136307.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -136317.250000 Penalty: 715.276855
	Iteration 21Q: 3 clusters Score -136317.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -136322.890625 Penalty: 715.276855
	Iteration 22Q: 3 clusters Score -136322.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -136327.500000 Penalty: 715.276855
	Iteration 23Q: 3 clusters Score -136327.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -136331.890625 Penalty: 715.276855
	Iteration 24Q: 3 clusters Score -136331.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -136335.203125 Penalty: 715.276855
	Iteration 25Q: 3 clusters Score -136335.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -136338.828125 Penalty: 715.276855
	Iteration 26Q: 3 clusters Score -136338.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -136343.390625 Penalty: 715.276855
	Iteration 27Q: 3 clusters Score -136343.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -136346.640625 Penalty: 715.276855
	Iteration 28Q: 3 clusters Score -136346.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -136348.625000 Penalty: 715.276855
	Iteration 29Q: 3 clusters Score -136348.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -136350.750000 Penalty: 715.276855
	Iteration 30Q: 3 clusters Score -136350.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -136352.125000 Penalty: 715.276855
	Iteration 31Q: 3 clusters Score -136352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -136353.000000 Penalty: 715.276855
	Iteration 32Q: 3 clusters Score -136353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -136354.328125 Penalty: 715.276855
	Iteration 33Q: 3 clusters Score -136354.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -136355.250000 Penalty: 715.276855
	Iteration 34Q: 3 clusters Score -136355.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -136355.765625 Penalty: 715.276855
	Iteration 35Q: 3 clusters Score -136355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -136356.140625 Penalty: 715.276855
	Iteration 36Q: 3 clusters Score -136356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -136356.000000 Penalty: 715.276855
	Iteration 37Q: 3 clusters Score -136356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -136356.390625 Penalty: 715.276855
	Iteration 38Q: 3 clusters Score -136356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -136356.406250 Penalty: 715.276855
	Iteration 39Q: 3 clusters Score -136356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -136356.687500 Penalty: 715.276855
	Iteration 40F: 3 clusters Score -136356.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -136356.671875 Penalty: 715.276855
	Iteration 41Q: 3 clusters Score -136356.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -136356.875000 Penalty: 715.276855
	Iteration 42Q: 3 clusters Score -136356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -136357.218750 Penalty: 715.276855
	Iteration 43Q: 3 clusters Score -136357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -136357.265625 Penalty: 715.276855
	Iteration 44Q: 3 clusters Score -136357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -136357.421875 Penalty: 715.276855
	Iteration 45Q: 3 clusters Score -136357.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -136357.421875 Penalty: 715.276855
	Iteration 46F: 3 clusters Score -136357.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -919456.500000 Penalty: 440.770233
	Iteration 0F: 2 clusters Score -919456.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -908690.625000 Penalty: 881.540466
	Iteration 0F: 3 clusters Score -908690.6 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -913536.875000 Penalty: 881.540466
	Iteration 1F: 3 clusters Score -913536.9 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -914191.187500 Penalty: 881.540466
	Iteration 2F: 3 clusters Score -914191.2 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -915063.812500 Penalty: 881.540466
	Iteration 3F: 3 clusters Score -915063.8 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -916168.562500 Penalty: 881.540466
	Iteration 4F: 3 clusters Score -916168.6 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -917281.750000 Penalty: 881.540466
	Iteration 5F: 3 clusters Score -917281.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -917892.562500 Penalty: 881.540466
	Iteration 6Q: 3 clusters Score -917892.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -918192.187500 Penalty: 881.540466
	Iteration 7Q: 3 clusters Score -918192.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -918354.062500 Penalty: 881.540466
	Iteration 8Q: 3 clusters Score -918354.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -918462.000000 Penalty: 881.540466
	Iteration 9Q: 3 clusters Score -918462 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -918563.750000 Penalty: 881.540466
	Iteration 10Q: 3 clusters Score -918563.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -918653.500000 Penalty: 881.540466
	Iteration 11Q: 3 clusters Score -918653.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -918719.125000 Penalty: 881.540466
	Iteration 12Q: 3 clusters Score -918719.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -918770.750000 Penalty: 881.540466
	Iteration 13Q: 3 clusters Score -918770.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -918807.875000 Penalty: 881.540466
	Iteration 14Q: 3 clusters Score -918807.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -918837.937500 Penalty: 881.540466
	Iteration 15Q: 3 clusters Score -918837.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -918852.875000 Penalty: 881.540466
	Iteration 16Q: 3 clusters Score -918852.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -918864.000000 Penalty: 881.540466
	Iteration 17Q: 3 clusters Score -918864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -918876.375000 Penalty: 881.540466
	Iteration 18Q: 3 clusters Score -918876.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -918882.562500 Penalty: 881.540466
	Iteration 19Q: 3 clusters Score -918882.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -918886.437500 Penalty: 881.540466
	Iteration 20F: 3 clusters Score -918886.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -918889.250000 Penalty: 881.540466
	Iteration 21Q: 3 clusters Score -918889.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -918894.625000 Penalty: 881.540466
	Iteration 22Q: 3 clusters Score -918894.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -918899.437500 Penalty: 881.540466
	Iteration 23Q: 3 clusters Score -918899.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -918907.000000 Penalty: 881.540466
	Iteration 24Q: 3 clusters Score -918907 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -918911.875000 Penalty: 881.540466
	Iteration 25Q: 3 clusters Score -918911.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -918919.312500 Penalty: 881.540466
	Iteration 26Q: 3 clusters Score -918919.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -918925.875000 Penalty: 881.540466
	Iteration 27Q: 3 clusters Score -918925.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -918934.812500 Penalty: 881.540466
	Iteration 28Q: 3 clusters Score -918934.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -918940.250000 Penalty: 881.540466
	Iteration 29Q: 3 clusters Score -918940.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -918945.250000 Penalty: 881.540466
	Iteration 30Q: 3 clusters Score -918945.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -918951.500000 Penalty: 881.540466
	Iteration 31Q: 3 clusters Score -918951.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -918961.812500 Penalty: 881.540466
	Iteration 32Q: 3 clusters Score -918961.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -918969.875000 Penalty: 881.540466
	Iteration 33Q: 3 clusters Score -918969.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -918975.750000 Penalty: 881.540466
	Iteration 34Q: 3 clusters Score -918975.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -918982.750000 Penalty: 881.540466
	Iteration 35Q: 3 clusters Score -918982.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -918984.812500 Penalty: 881.540466
	Iteration 36Q: 3 clusters Score -918984.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -918990.437500 Penalty: 881.540466
	Iteration 37Q: 3 clusters Score -918990.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -918996.250000 Penalty: 881.540466
	Iteration 38Q: 3 clusters Score -918996.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -919001.125000 Penalty: 881.540466
	Iteration 39Q: 3 clusters Score -919001.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -919011.250000 Penalty: 881.540466
	Iteration 40F: 3 clusters Score -919011.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -919016.750000 Penalty: 881.540466
	Iteration 41Q: 3 clusters Score -919016.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -919021.937500 Penalty: 881.540466
	Iteration 42Q: 3 clusters Score -919021.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -919023.312500 Penalty: 881.540466
	Iteration 43Q: 3 clusters Score -919023.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -919029.062500 Penalty: 881.540466
	Iteration 44Q: 3 clusters Score -919029.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -919035.937500 Penalty: 881.540466
	Iteration 45Q: 3 clusters Score -919035.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -919039.500000 Penalty: 881.540466
	Iteration 46Q: 3 clusters Score -919039.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -919038.687500 Penalty: 881.540466
	Iteration 47Q: 3 clusters Score -919038.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -919041.125000 Penalty: 881.540466
	Iteration 48Q: 3 clusters Score -919041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -919042.437500 Penalty: 881.540466
	Iteration 49Q: 3 clusters Score -919042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -919042.125000 Penalty: 881.540466
	Iteration 50Q: 3 clusters Score -919042.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -919044.437500 Penalty: 881.540466
	Iteration 51Q: 3 clusters Score -919044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -919044.750000 Penalty: 881.540466
	Iteration 52Q: 3 clusters Score -919044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -919044.875000 Penalty: 881.540466
	Iteration 53Q: 3 clusters Score -919044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -919044.250000 Penalty: 881.540466
	Iteration 54Q: 3 clusters Score -919044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -919046.000000 Penalty: 881.540466
	Iteration 55Q: 3 clusters Score -919046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -919046.500000 Penalty: 881.540466
	Iteration 56Q: 3 clusters Score -919046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -919046.750000 Penalty: 881.540466
	Iteration 57Q: 3 clusters Score -919046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -919048.000000 Penalty: 881.540466
	Iteration 58Q: 3 clusters Score -919048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -919050.500000 Penalty: 881.540466
	Iteration 59Q: 3 clusters Score -919050.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -919049.250000 Penalty: 881.540466
	Iteration 60F: 3 clusters Score -919049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -919049.000000 Penalty: 881.540466
	Iteration 61Q: 3 clusters Score -919049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -919048.187500 Penalty: 881.540466
	Iteration 62Q: 3 clusters Score -919048.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -919047.875000 Penalty: 881.540466
	Iteration 63Q: 3 clusters Score -919047.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -919049.062500 Penalty: 881.540466
	Iteration 64Q: 3 clusters Score -919049.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -919051.500000 Penalty: 881.540466
	Iteration 65Q: 3 clusters Score -919051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -919054.000000 Penalty: 881.540466
	Iteration 66Q: 3 clusters Score -919054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -919052.125000 Penalty: 881.540466
	Iteration 67Q: 3 clusters Score -919052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -919055.562500 Penalty: 881.540466
	Iteration 68Q: 3 clusters Score -919055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -919054.500000 Penalty: 881.540466
	Iteration 69Q: 3 clusters Score -919054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -919054.875000 Penalty: 881.540466
	Iteration 70Q: 3 clusters Score -919054.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -919055.625000 Penalty: 881.540466
	Iteration 71Q: 3 clusters Score -919055.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -919058.125000 Penalty: 881.540466
	Iteration 72Q: 3 clusters Score -919058.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -919061.312500 Penalty: 881.540466
	Iteration 73Q: 3 clusters Score -919061.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -919062.375000 Penalty: 881.540466
	Iteration 74Q: 3 clusters Score -919062.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -919065.937500 Penalty: 881.540466
	Iteration 75Q: 3 clusters Score -919065.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -919066.187500 Penalty: 881.540466
	Iteration 76Q: 3 clusters Score -919066.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -919069.250000 Penalty: 881.540466
	Iteration 77Q: 3 clusters Score -919069.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -919072.062500 Penalty: 881.540466
	Iteration 78Q: 3 clusters Score -919072.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -919076.250000 Penalty: 881.540466
	Iteration 79Q: 3 clusters Score -919076.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -919084.500000 Penalty: 881.540466
	Iteration 80F: 3 clusters Score -919084.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -919085.187500 Penalty: 881.540466
	Iteration 81Q: 3 clusters Score -919085.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -919087.875000 Penalty: 881.540466
	Iteration 82Q: 3 clusters Score -919087.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -919090.437500 Penalty: 881.540466
	Iteration 83Q: 3 clusters Score -919090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -919090.750000 Penalty: 881.540466
	Iteration 84Q: 3 clusters Score -919090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -919090.187500 Penalty: 881.540466
	Iteration 85Q: 3 clusters Score -919090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -919090.062500 Penalty: 881.540466
	Iteration 86Q: 3 clusters Score -919090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -919090.062500 Penalty: 881.540466
	Iteration 87F: 3 clusters Score -919090.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Entering Unmasked Estep 
Score: -3203035.750000 Penalty: 499.667816
	Iteration 0F: 2 clusters Score -3203036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3163435.250000 Penalty: 999.335632
	Iteration 0F: 3 clusters Score -3163435 nChanged 28560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3181404.000000 Penalty: 999.335632
	Iteration 1F: 3 clusters Score -3181404 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3182593.000000 Penalty: 999.335632
	Iteration 2Q: 3 clusters Score -3182593 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3184538.500000 Penalty: 999.335632
	Iteration 3F: 3 clusters Score -3184538 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -3187887.000000 Penalty: 999.335632
	Iteration 4F: 3 clusters Score -3187887 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3192291.500000 Penalty: 999.335632
	Iteration 5F: 3 clusters Score -3192292 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3195586.000000 Penalty: 999.335632
	Iteration 6F: 3 clusters Score -3195586 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3196896.750000 Penalty: 999.335632
	Iteration 7Q: 3 clusters Score -3196897 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3197524.500000 Penalty: 999.335632
	Iteration 8Q: 3 clusters Score -3197524 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3198010.500000 Penalty: 999.335632
	Iteration 9Q: 3 clusters Score -3198010 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -3198409.750000 Penalty: 999.335632
	Iteration 10Q: 3 clusters Score -3198410 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3198705.500000 Penalty: 999.335632
	Iteration 11Q: 3 clusters Score -3198706 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3198954.500000 Penalty: 999.335632
	Iteration 12Q: 3 clusters Score -3198954 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3199189.500000 Penalty: 999.335632
	Iteration 13Q: 3 clusters Score -3199190 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3199367.750000 Penalty: 999.335632
	Iteration 14Q: 3 clusters Score -3199368 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3199568.250000 Penalty: 999.335632
	Iteration 15Q: 3 clusters Score -3199568 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3199756.500000 Penalty: 999.335632
	Iteration 16Q: 3 clusters Score -3199756 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -3199925.250000 Penalty: 999.335632
	Iteration 17Q: 3 clusters Score -3199925 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3200130.250000 Penalty: 999.335632
	Iteration 18Q: 3 clusters Score -3200130 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3200286.500000 Penalty: 999.335632
	Iteration 19Q: 3 clusters Score -3200286 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3200463.250000 Penalty: 999.335632
	Iteration 20F: 3 clusters Score -3200463 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3200591.750000 Penalty: 999.335632
	Iteration 21Q: 3 clusters Score -3200592 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51114 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3200709.750000 Penalty: 999.335632
	Iteration 22Q: 3 clusters Score -3200710 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3200806.250000 Penalty: 999.335632
	Iteration 23Q: 3 clusters Score -3200806 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3200912.500000 Penalty: 999.335632
	Iteration 24Q: 3 clusters Score -3200912 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3201030.250000 Penalty: 999.335632
	Iteration 25Q: 3 clusters Score -3201030 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3201085.250000 Penalty: 999.335632
	Iteration 26Q: 3 clusters Score -3201085 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3201152.250000 Penalty: 999.335632
	Iteration 27Q: 3 clusters Score -3201152 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3201218.500000 Penalty: 999.335632
	Iteration 28Q: 3 clusters Score -3201218 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3201277.000000 Penalty: 999.335632
	Iteration 29Q: 3 clusters Score -3201277 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3201337.500000 Penalty: 999.335632
	Iteration 30Q: 3 clusters Score -3201338 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3201390.250000 Penalty: 999.335632
	Iteration 31Q: 3 clusters Score -3201390 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3201457.500000 Penalty: 999.335632
	Iteration 32Q: 3 clusters Score -3201458 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3201509.000000 Penalty: 999.335632
	Iteration 33Q: 3 clusters Score -3201509 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3201574.000000 Penalty: 999.335632
	Iteration 34Q: 3 clusters Score -3201574 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3201633.750000 Penalty: 999.335632
	Iteration 35Q: 3 clusters Score -3201634 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3201696.750000 Penalty: 999.335632
	Iteration 36Q: 3 clusters Score -3201697 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3201750.750000 Penalty: 999.335632
	Iteration 37Q: 3 clusters Score -3201751 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -3201799.750000 Penalty: 999.335632
	Iteration 38Q: 3 clusters Score -3201800 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3201833.500000 Penalty: 999.335632
	Iteration 39Q: 3 clusters Score -3201834 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3201885.500000 Penalty: 999.335632
	Iteration 40F: 3 clusters Score -3201886 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3201931.500000 Penalty: 999.335632
	Iteration 41Q: 3 clusters Score -3201932 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3201985.500000 Penalty: 999.335632
	Iteration 42Q: 3 clusters Score -3201986 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3202035.000000 Penalty: 999.335632
	Iteration 43Q: 3 clusters Score -3202035 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3202072.750000 Penalty: 999.335632
	Iteration 44Q: 3 clusters Score -3202073 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3202135.750000 Penalty: 999.335632
	Iteration 45Q: 3 clusters Score -3202136 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3202197.750000 Penalty: 999.335632
	Iteration 46Q: 3 clusters Score -3202198 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3202272.000000 Penalty: 999.335632
	Iteration 47Q: 3 clusters Score -3202272 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3202331.000000 Penalty: 999.335632
	Iteration 48Q: 3 clusters Score -3202331 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3202383.750000 Penalty: 999.335632
	Iteration 49Q: 3 clusters Score -3202384 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3202427.250000 Penalty: 999.335632
	Iteration 50Q: 3 clusters Score -3202427 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3202455.500000 Penalty: 999.335632
	Iteration 51Q: 3 clusters Score -3202456 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3202473.000000 Penalty: 999.335632
	Iteration 52Q: 3 clusters Score -3202473 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3202498.250000 Penalty: 999.335632
	Iteration 53Q: 3 clusters Score -3202498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3202513.250000 Penalty: 999.335632
	Iteration 54Q: 3 clusters Score -3202513 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3202522.500000 Penalty: 999.335632
	Iteration 55Q: 3 clusters Score -3202522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3202537.500000 Penalty: 999.335632
	Iteration 56Q: 3 clusters Score -3202538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3202546.250000 Penalty: 999.335632
	Iteration 57Q: 3 clusters Score -3202546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3202567.750000 Penalty: 999.335632
	Iteration 58Q: 3 clusters Score -3202568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3202584.500000 Penalty: 999.335632
	Iteration 59Q: 3 clusters Score -3202584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3202598.500000 Penalty: 999.335632
	Iteration 60F: 3 clusters Score -3202598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3202606.250000 Penalty: 999.335632
	Iteration 61Q: 3 clusters Score -3202606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3202622.000000 Penalty: 999.335632
	Iteration 62Q: 3 clusters Score -3202622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3202632.750000 Penalty: 999.335632
	Iteration 63Q: 3 clusters Score -3202633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3202630.250000 Penalty: 999.335632
	Iteration 64Q: 3 clusters Score -3202630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3202633.500000 Penalty: 999.335632
	Iteration 65Q: 3 clusters Score -3202634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3202636.250000 Penalty: 999.335632
	Iteration 66Q: 3 clusters Score -3202636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3202640.250000 Penalty: 999.335632
	Iteration 67Q: 3 clusters Score -3202640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3202648.750000 Penalty: 999.335632
	Iteration 68Q: 3 clusters Score -3202649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3202647.750000 Penalty: 999.335632
	Iteration 69Q: 3 clusters Score -3202648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3202652.000000 Penalty: 999.335632
	Iteration 70Q: 3 clusters Score -3202652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3202650.500000 Penalty: 999.335632
	Iteration 71Q: 3 clusters Score -3202650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3202654.500000 Penalty: 999.335632
	Iteration 72Q: 3 clusters Score -3202654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3202655.750000 Penalty: 999.335632
	Iteration 73Q: 3 clusters Score -3202656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3202653.750000 Penalty: 999.335632
	Iteration 74Q: 3 clusters Score -3202654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3202656.750000 Penalty: 999.335632
	Iteration 75Q: 3 clusters Score -3202657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3202659.000000 Penalty: 999.335632
	Iteration 76Q: 3 clusters Score -3202659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3202654.750000 Penalty: 999.335632
	Iteration 77Q: 3 clusters Score -3202655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3202654.750000 Penalty: 999.335632
	Iteration 78F: 3 clusters Score -3202655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Entering Unmasked Estep 
Score: -238620.453125 Penalty: 383.787872
	Iteration 0F: 2 clusters Score -238620.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -235547.953125 Penalty: 767.575745
	Iteration 0F: 3 clusters Score -235548 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -236739.859375 Penalty: 767.575745
	Iteration 1F: 3 clusters Score -236739.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -237085.078125 Penalty: 767.575745
	Iteration 2F: 3 clusters Score -237085.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -237523.609375 Penalty: 767.575745
	Iteration 3F: 3 clusters Score -237523.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -237964.562500 Penalty: 767.575745
	Iteration 4F: 3 clusters Score -237964.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -238237.546875 Penalty: 767.575745
	Iteration 5F: 3 clusters Score -238237.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -238367.187500 Penalty: 767.575745
	Iteration 6Q: 3 clusters Score -238367.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -238444.578125 Penalty: 767.575745
	Iteration 7Q: 3 clusters Score -238444.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -238495.031250 Penalty: 767.575745
	Iteration 8Q: 3 clusters Score -238495 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -238519.234375 Penalty: 767.575745
	Iteration 9Q: 3 clusters Score -238519.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -238531.156250 Penalty: 767.575745
	Iteration 10Q: 3 clusters Score -238531.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -238538.906250 Penalty: 767.575745
	Iteration 11Q: 3 clusters Score -238538.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -238543.906250 Penalty: 767.575745
	Iteration 12Q: 3 clusters Score -238543.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -238547.421875 Penalty: 767.575745
	Iteration 13Q: 3 clusters Score -238547.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -238549.531250 Penalty: 767.575745
	Iteration 14Q: 3 clusters Score -238549.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -238549.953125 Penalty: 767.575745
	Iteration 15Q: 3 clusters Score -238550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -238549.921875 Penalty: 767.575745
	Iteration 16Q: 3 clusters Score -238549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -238550.640625 Penalty: 767.575745
	Iteration 17Q: 3 clusters Score -238550.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -238550.875000 Penalty: 767.575745
	Iteration 18Q: 3 clusters Score -238550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -238551.515625 Penalty: 767.575745
	Iteration 19Q: 3 clusters Score -238551.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -238552.015625 Penalty: 767.575745
	Iteration 20F: 3 clusters Score -238552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -238552.687500 Penalty: 767.575745
	Iteration 21Q: 3 clusters Score -238552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -238552.921875 Penalty: 767.575745
	Iteration 22Q: 3 clusters Score -238552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -238553.109375 Penalty: 767.575745
	Iteration 23Q: 3 clusters Score -238553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -238553.531250 Penalty: 767.575745
	Iteration 24Q: 3 clusters Score -238553.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -238553.718750 Penalty: 767.575745
	Iteration 25Q: 3 clusters Score -238553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -238554.015625 Penalty: 767.575745
	Iteration 26Q: 3 clusters Score -238554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -238553.843750 Penalty: 767.575745
	Iteration 27Q: 3 clusters Score -238553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -238553.843750 Penalty: 767.575745
	Iteration 28F: 3 clusters Score -238553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -88729.968750 Penalty: 336.197052
	Iteration 0F: 2 clusters Score -88729.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -87520.414062 Penalty: 672.394104
	Iteration 0F: 3 clusters Score -87520.41 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -87922.976562 Penalty: 672.394104
	Iteration 1F: 3 clusters Score -87922.98 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -88016.335938 Penalty: 672.394104
	Iteration 2F: 3 clusters Score -88016.34 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -88066.476562 Penalty: 672.394104
	Iteration 3F: 3 clusters Score -88066.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -88099.226562 Penalty: 672.394104
	Iteration 4Q: 3 clusters Score -88099.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -88137.851562 Penalty: 672.394104
	Iteration 5Q: 3 clusters Score -88137.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -88174.562500 Penalty: 672.394104
	Iteration 6Q: 3 clusters Score -88174.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -88206.804688 Penalty: 672.394104
	Iteration 7Q: 3 clusters Score -88206.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -88239.859375 Penalty: 672.394104
	Iteration 8Q: 3 clusters Score -88239.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -88267.851562 Penalty: 672.394104
	Iteration 9Q: 3 clusters Score -88267.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -88293.031250 Penalty: 672.394104
	Iteration 10Q: 3 clusters Score -88293.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -88318.148438 Penalty: 672.394104
	Iteration 11Q: 3 clusters Score -88318.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -88339.007812 Penalty: 672.394104
	Iteration 12Q: 3 clusters Score -88339.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -88356.953125 Penalty: 672.394104
	Iteration 13Q: 3 clusters Score -88356.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -88377.500000 Penalty: 672.394104
	Iteration 14Q: 3 clusters Score -88377.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -88404.132812 Penalty: 672.394104
	Iteration 15Q: 3 clusters Score -88404.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -88425.437500 Penalty: 672.394104
	Iteration 16Q: 3 clusters Score -88425.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -88438.828125 Penalty: 672.394104
	Iteration 17Q: 3 clusters Score -88438.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -88447.937500 Penalty: 672.394104
	Iteration 18Q: 3 clusters Score -88447.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -88455.179688 Penalty: 672.394104
	Iteration 19Q: 3 clusters Score -88455.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -88464.062500 Penalty: 672.394104
	Iteration 20F: 3 clusters Score -88464.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -88470.085938 Penalty: 672.394104
	Iteration 21Q: 3 clusters Score -88470.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -88475.757812 Penalty: 672.394104
	Iteration 22Q: 3 clusters Score -88475.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -88478.859375 Penalty: 672.394104
	Iteration 23Q: 3 clusters Score -88478.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -88480.296875 Penalty: 672.394104
	Iteration 24Q: 3 clusters Score -88480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -88481.500000 Penalty: 672.394104
	Iteration 25Q: 3 clusters Score -88481.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -88483.773438 Penalty: 672.394104
	Iteration 26Q: 3 clusters Score -88483.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -88484.460938 Penalty: 672.394104
	Iteration 27Q: 3 clusters Score -88484.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -88484.804688 Penalty: 672.394104
	Iteration 28Q: 3 clusters Score -88484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -88484.804688 Penalty: 672.394104
	Iteration 29F: 3 clusters Score -88484.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -70455.445312 Penalty: 325.499451
	Iteration 0F: 2 clusters Score -70455.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -69454.921875 Penalty: 650.998901
	Iteration 0F: 3 clusters Score -69454.92 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -69719.382812 Penalty: 650.998901
	Iteration 1F: 3 clusters Score -69719.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -69778.398438 Penalty: 650.998901
	Iteration 2F: 3 clusters Score -69778.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -69825.085938 Penalty: 650.998901
	Iteration 3F: 3 clusters Score -69825.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -69870.921875 Penalty: 650.998901
	Iteration 4F: 3 clusters Score -69870.92 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -69924.929688 Penalty: 650.998901
	Iteration 5F: 3 clusters Score -69924.93 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69971.585938 Penalty: 650.998901
	Iteration 6Q: 3 clusters Score -69971.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70011.359375 Penalty: 650.998901
	Iteration 7Q: 3 clusters Score -70011.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70040.085938 Penalty: 650.998901
	Iteration 8Q: 3 clusters Score -70040.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70078.429688 Penalty: 650.998901
	Iteration 9Q: 3 clusters Score -70078.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70094.218750 Penalty: 650.998901
	Iteration 10Q: 3 clusters Score -70094.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70103.890625 Penalty: 650.998901
	Iteration 11Q: 3 clusters Score -70103.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70112.578125 Penalty: 650.998901
	Iteration 12Q: 3 clusters Score -70112.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70117.726562 Penalty: 650.998901
	Iteration 13Q: 3 clusters Score -70117.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70124.117188 Penalty: 650.998901
	Iteration 14Q: 3 clusters Score -70124.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70133.921875 Penalty: 650.998901
	Iteration 15Q: 3 clusters Score -70133.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70140.312500 Penalty: 650.998901
	Iteration 16Q: 3 clusters Score -70140.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70142.898438 Penalty: 650.998901
	Iteration 17Q: 3 clusters Score -70142.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70143.093750 Penalty: 650.998901
	Iteration 18Q: 3 clusters Score -70143.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70143.265625 Penalty: 650.998901
	Iteration 19Q: 3 clusters Score -70143.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70143.414062 Penalty: 650.998901
	Iteration 20F: 3 clusters Score -70143.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -85977.750000 Penalty: 336.281342
	Iteration 0F: 2 clusters Score -85977.75 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 791 members 
Entering Unmasked Estep 
Score: -84759.960938 Penalty: 672.562683
	Iteration 0F: 3 clusters Score -84759.96 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -85240.757812 Penalty: 672.562683
	Iteration 1F: 3 clusters Score -85240.76 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -85387.492188 Penalty: 672.562683
	Iteration 2F: 3 clusters Score -85387.49 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -85488.367188 Penalty: 672.562683
	Iteration 3F: 3 clusters Score -85488.37 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -85586.507812 Penalty: 672.562683
	Iteration 4F: 3 clusters Score -85586.51 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -85661.593750 Penalty: 672.562683
	Iteration 5F: 3 clusters Score -85661.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -85715.859375 Penalty: 672.562683
	Iteration 6Q: 3 clusters Score -85715.86 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -85760.710938 Penalty: 672.562683
	Iteration 7Q: 3 clusters Score -85760.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -85803.437500 Penalty: 672.562683
	Iteration 8Q: 3 clusters Score -85803.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -85827.382812 Penalty: 672.562683
	Iteration 9Q: 3 clusters Score -85827.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -85847.609375 Penalty: 672.562683
	Iteration 10Q: 3 clusters Score -85847.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -85868.992188 Penalty: 672.562683
	Iteration 11Q: 3 clusters Score -85868.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -85888.898438 Penalty: 672.562683
	Iteration 12Q: 3 clusters Score -85888.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -85898.296875 Penalty: 672.562683
	Iteration 13Q: 3 clusters Score -85898.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -85907.117188 Penalty: 672.562683
	Iteration 14Q: 3 clusters Score -85907.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -85916.078125 Penalty: 672.562683
	Iteration 15Q: 3 clusters Score -85916.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -85921.218750 Penalty: 672.562683
	Iteration 16Q: 3 clusters Score -85921.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -85923.132812 Penalty: 672.562683
	Iteration 17Q: 3 clusters Score -85923.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -85926.125000 Penalty: 672.562683
	Iteration 18Q: 3 clusters Score -85926.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -85929.367188 Penalty: 672.562683
	Iteration 19Q: 3 clusters Score -85929.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -85930.648438 Penalty: 672.562683
	Iteration 20F: 3 clusters Score -85930.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -85931.593750 Penalty: 672.562683
	Iteration 21Q: 3 clusters Score -85931.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -85932.000000 Penalty: 672.562683
	Iteration 22Q: 3 clusters Score -85932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -85932.281250 Penalty: 672.562683
	Iteration 23Q: 3 clusters Score -85932.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -85932.281250 Penalty: 672.562683
	Iteration 24F: 3 clusters Score -85932.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -76109.718750 Penalty: 335.173248
	Iteration 0F: 2 clusters Score -76109.72 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 768 members 
Entering Unmasked Estep 
Score: -74940.054688 Penalty: 670.346497
	Iteration 0F: 3 clusters Score -74940.05 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -75276.125000 Penalty: 670.346497
	Iteration 1F: 3 clusters Score -75276.12 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -75341.507812 Penalty: 670.346497
	Iteration 2F: 3 clusters Score -75341.51 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75399.187500 Penalty: 670.346497
	Iteration 3F: 3 clusters Score -75399.19 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75442.273438 Penalty: 670.346497
	Iteration 4F: 3 clusters Score -75442.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -75481.601562 Penalty: 670.346497
	Iteration 5Q: 3 clusters Score -75481.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -75521.203125 Penalty: 670.346497
	Iteration 6Q: 3 clusters Score -75521.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -75548.554688 Penalty: 670.346497
	Iteration 7Q: 3 clusters Score -75548.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -75578.710938 Penalty: 670.346497
	Iteration 8Q: 3 clusters Score -75578.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -75621.273438 Penalty: 670.346497
	Iteration 9Q: 3 clusters Score -75621.27 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75670.218750 Penalty: 670.346497
	Iteration 10Q: 3 clusters Score -75670.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75700.898438 Penalty: 670.346497
	Iteration 11Q: 3 clusters Score -75700.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75715.242188 Penalty: 670.346497
	Iteration 12Q: 3 clusters Score -75715.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75723.875000 Penalty: 670.346497
	Iteration 13Q: 3 clusters Score -75723.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -75730.898438 Penalty: 670.346497
	Iteration 14Q: 3 clusters Score -75730.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75738.695312 Penalty: 670.346497
	Iteration 15Q: 3 clusters Score -75738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -75739.820312 Penalty: 670.346497
	Iteration 16Q: 3 clusters Score -75739.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -75740.203125 Penalty: 670.346497
	Iteration 17Q: 3 clusters Score -75740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -75740.648438 Penalty: 670.346497
	Iteration 18Q: 3 clusters Score -75740.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -75741.578125 Penalty: 670.346497
	Iteration 19Q: 3 clusters Score -75741.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75741.812500 Penalty: 670.346497
	Iteration 20F: 3 clusters Score -75741.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75742.054688 Penalty: 670.346497
	Iteration 21Q: 3 clusters Score -75742.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75742.054688 Penalty: 670.346497
	Iteration 22F: 3 clusters Score -75742.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -3212479.000000 Penalty: 498.809967
	Iteration 0F: 2 clusters Score -3212479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3173737.750000 Penalty: 997.619934
	Iteration 0F: 3 clusters Score -3173738 nChanged 28094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3191818.500000 Penalty: 997.619934
	Iteration 1F: 3 clusters Score -3191818 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3193807.750000 Penalty: 997.619934
	Iteration 2F: 3 clusters Score -3193808 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3197451.000000 Penalty: 997.619934
	Iteration 3F: 3 clusters Score -3197451 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3202479.250000 Penalty: 997.619934
	Iteration 4F: 3 clusters Score -3202479 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3206834.750000 Penalty: 997.619934
	Iteration 5F: 3 clusters Score -3206835 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3208760.000000 Penalty: 997.619934
	Iteration 6Q: 3 clusters Score -3208760 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3209644.000000 Penalty: 997.619934
	Iteration 7Q: 3 clusters Score -3209644 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3210196.250000 Penalty: 997.619934
	Iteration 8Q: 3 clusters Score -3210196 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3210647.500000 Penalty: 997.619934
	Iteration 9Q: 3 clusters Score -3210648 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3211075.750000 Penalty: 997.619934
	Iteration 10Q: 3 clusters Score -3211076 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3211376.000000 Penalty: 997.619934
	Iteration 11Q: 3 clusters Score -3211376 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -3211561.500000 Penalty: 997.619934
	Iteration 12Q: 3 clusters Score -3211562 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3211624.000000 Penalty: 997.619934
	Iteration 13Q: 3 clusters Score -3211624 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3211673.500000 Penalty: 997.619934
	Iteration 14Q: 3 clusters Score -3211674 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3211687.250000 Penalty: 997.619934
	Iteration 15Q: 3 clusters Score -3211687 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3211716.000000 Penalty: 997.619934
	Iteration 16Q: 3 clusters Score -3211716 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3211743.250000 Penalty: 997.619934
	Iteration 17Q: 3 clusters Score -3211743 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3211750.750000 Penalty: 997.619934
	Iteration 18Q: 3 clusters Score -3211751 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3211759.750000 Penalty: 997.619934
	Iteration 19Q: 3 clusters Score -3211760 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3211773.000000 Penalty: 997.619934
	Iteration 20F: 3 clusters Score -3211773 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3211799.750000 Penalty: 997.619934
	Iteration 21Q: 3 clusters Score -3211800 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3211807.750000 Penalty: 997.619934
	Iteration 22Q: 3 clusters Score -3211808 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3211803.750000 Penalty: 997.619934
	Iteration 23Q: 3 clusters Score -3211804 nChanged 132
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	Iteration 28Q: 3 clusters Score -3211803 nChanged 182
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	Iteration 490Q: 3 clusters Score -3211844 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3211844.000000 Penalty: 997.619934
	Iteration 491Q: 3 clusters Score -3211844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3211847.500000 Penalty: 997.619934
	Iteration 492Q: 3 clusters Score -3211848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3211844.000000 Penalty: 997.619934
	Iteration 493Q: 3 clusters Score -3211844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3211844.000000 Penalty: 997.619934
	Iteration 494Q: 3 clusters Score -3211844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3211847.500000 Penalty: 997.619934
	Iteration 495Q: 3 clusters Score -3211848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3211844.000000 Penalty: 997.619934
	Iteration 496Q: 3 clusters Score -3211844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3211844.000000 Penalty: 997.619934
	Iteration 497Q: 3 clusters Score -3211844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3211847.500000 Penalty: 997.619934
	Iteration 498Q: 3 clusters Score -3211848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3211844.000000 Penalty: 997.619934
	Iteration 499Q: 3 clusters Score -3211844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3211844.000000 Penalty: 997.619934
	Iteration 500F: 3 clusters Score -3211844 nChanged 1
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 19 (65126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Entering Unmasked Estep 
Score: -3505634.250000 Penalty: 504.325592
	Iteration 0F: 2 clusters Score -3505634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -3461652.250000 Penalty: 1008.651184
	Iteration 0F: 3 clusters Score -3461652 nChanged 31727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3481849.500000 Penalty: 1008.651184
	Iteration 1F: 3 clusters Score -3481850 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3483652.000000 Penalty: 1008.651184
	Iteration 2F: 3 clusters Score -3483652 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3486873.000000 Penalty: 1008.651184
	Iteration 3F: 3 clusters Score -3486873 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3492052.750000 Penalty: 1008.651184
	Iteration 4F: 3 clusters Score -3492053 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3497834.750000 Penalty: 1008.651184
	Iteration 5F: 3 clusters Score -3497835 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3501614.250000 Penalty: 1008.651184
	Iteration 6F: 3 clusters Score -3501614 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3503303.250000 Penalty: 1008.651184
	Iteration 7Q: 3 clusters Score -3503303 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3504099.750000 Penalty: 1008.651184
	Iteration 8Q: 3 clusters Score -3504100 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3504505.750000 Penalty: 1008.651184
	Iteration 9Q: 3 clusters Score -3504506 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3504716.000000 Penalty: 1008.651184
	Iteration 10Q: 3 clusters Score -3504716 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3504855.500000 Penalty: 1008.651184
	Iteration 11Q: 3 clusters Score -3504856 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3504944.000000 Penalty: 1008.651184
	Iteration 12Q: 3 clusters Score -3504944 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3505005.000000 Penalty: 1008.651184
	Iteration 13Q: 3 clusters Score -3505005 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3505064.250000 Penalty: 1008.651184
	Iteration 14Q: 3 clusters Score -3505064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3505096.500000 Penalty: 1008.651184
	Iteration 15Q: 3 clusters Score -3505096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3505128.250000 Penalty: 1008.651184
	Iteration 16Q: 3 clusters Score -3505128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64774 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3505137.000000 Penalty: 1008.651184
	Iteration 17Q: 3 clusters Score -3505137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3505152.750000 Penalty: 1008.651184
	Iteration 18Q: 3 clusters Score -3505153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3505167.250000 Penalty: 1008.651184
	Iteration 19Q: 3 clusters Score -3505167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64844 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3505182.500000 Penalty: 1008.651184
	Iteration 20F: 3 clusters Score -3505182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3505191.750000 Penalty: 1008.651184
	Iteration 21Q: 3 clusters Score -3505192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3505202.000000 Penalty: 1008.651184
	Iteration 22Q: 3 clusters Score -3505202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3505215.250000 Penalty: 1008.651184
	Iteration 23Q: 3 clusters Score -3505215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64897 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3505221.000000 Penalty: 1008.651184
	Iteration 24Q: 3 clusters Score -3505221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3505227.750000 Penalty: 1008.651184
	Iteration 25Q: 3 clusters Score -3505228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3505229.250000 Penalty: 1008.651184
	Iteration 26Q: 3 clusters Score -3505229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3505234.750000 Penalty: 1008.651184
	Iteration 27Q: 3 clusters Score -3505235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3505237.000000 Penalty: 1008.651184
	Iteration 28Q: 3 clusters Score -3505237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3505241.500000 Penalty: 1008.651184
	Iteration 29Q: 3 clusters Score -3505242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3505242.250000 Penalty: 1008.651184
	Iteration 30Q: 3 clusters Score -3505242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3505241.750000 Penalty: 1008.651184
	Iteration 31Q: 3 clusters Score -3505242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3505241.750000 Penalty: 1008.651184
	Iteration 32F: 3 clusters Score -3505242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Entering Unmasked Estep 
Score: -1605616.125000 Penalty: 467.310394
	Iteration 0F: 2 clusters Score -1605616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1586248.625000 Penalty: 934.620789
	Iteration 0F: 3 clusters Score -1586249 nChanged 13755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1594392.250000 Penalty: 934.620789
	Iteration 1F: 3 clusters Score -1594392 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1594860.750000 Penalty: 934.620789
	Iteration 2Q: 3 clusters Score -1594861 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1595676.625000 Penalty: 934.620789
	Iteration 3F: 3 clusters Score -1595677 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1597058.625000 Penalty: 934.620789
	Iteration 4F: 3 clusters Score -1597059 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1598860.250000 Penalty: 934.620789
	Iteration 5F: 3 clusters Score -1598860 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1600559.000000 Penalty: 934.620789
	Iteration 6F: 3 clusters Score -1600559 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1601733.625000 Penalty: 934.620789
	Iteration 7F: 3 clusters Score -1601734 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1602392.625000 Penalty: 934.620789
	Iteration 8Q: 3 clusters Score -1602393 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1602853.125000 Penalty: 934.620789
	Iteration 9Q: 3 clusters Score -1602853 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1603243.250000 Penalty: 934.620789
	Iteration 10Q: 3 clusters Score -1603243 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1603577.125000 Penalty: 934.620789
	Iteration 11Q: 3 clusters Score -1603577 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1603896.375000 Penalty: 934.620789
	Iteration 12Q: 3 clusters Score -1603896 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1604193.500000 Penalty: 934.620789
	Iteration 13Q: 3 clusters Score -1604194 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1604434.625000 Penalty: 934.620789
	Iteration 14Q: 3 clusters Score -1604435 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1604587.625000 Penalty: 934.620789
	Iteration 15Q: 3 clusters Score -1604588 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1604693.375000 Penalty: 934.620789
	Iteration 16Q: 3 clusters Score -1604693 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1604737.875000 Penalty: 934.620789
	Iteration 17Q: 3 clusters Score -1604738 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1604761.375000 Penalty: 934.620789
	Iteration 18Q: 3 clusters Score -1604761 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1604784.000000 Penalty: 934.620789
	Iteration 19Q: 3 clusters Score -1604784 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1604821.000000 Penalty: 934.620789
	Iteration 20F: 3 clusters Score -1604821 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1604839.625000 Penalty: 934.620789
	Iteration 21Q: 3 clusters Score -1604840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1604844.500000 Penalty: 934.620789
	Iteration 22Q: 3 clusters Score -1604844 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1604857.250000 Penalty: 934.620789
	Iteration 23Q: 3 clusters Score -1604857 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1604859.625000 Penalty: 934.620789
	Iteration 24Q: 3 clusters Score -1604860 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1604869.625000 Penalty: 934.620789
	Iteration 25Q: 3 clusters Score -1604870 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1604875.875000 Penalty: 934.620789
	Iteration 26Q: 3 clusters Score -1604876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1604877.125000 Penalty: 934.620789
	Iteration 27Q: 3 clusters Score -1604877 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1604879.500000 Penalty: 934.620789
	Iteration 28Q: 3 clusters Score -1604880 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1604885.125000 Penalty: 934.620789
	Iteration 29Q: 3 clusters Score -1604885 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1604888.500000 Penalty: 934.620789
	Iteration 30Q: 3 clusters Score -1604888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1604894.500000 Penalty: 934.620789
	Iteration 31Q: 3 clusters Score -1604894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1604901.250000 Penalty: 934.620789
	Iteration 32Q: 3 clusters Score -1604901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1604892.625000 Penalty: 934.620789
	Iteration 33Q: 3 clusters Score -1604893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1604893.875000 Penalty: 934.620789
	Iteration 34Q: 3 clusters Score -1604894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1604893.375000 Penalty: 934.620789
	Iteration 35Q: 3 clusters Score -1604893 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1604897.500000 Penalty: 934.620789
	Iteration 36Q: 3 clusters Score -1604898 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1604898.750000 Penalty: 934.620789
	Iteration 37Q: 3 clusters Score -1604899 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1604907.625000 Penalty: 934.620789
	Iteration 38Q: 3 clusters Score -1604908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1604908.250000 Penalty: 934.620789
	Iteration 39Q: 3 clusters Score -1604908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1604905.250000 Penalty: 934.620789
	Iteration 40F: 3 clusters Score -1604905 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1604917.750000 Penalty: 934.620789
	Iteration 41Q: 3 clusters Score -1604918 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1604910.250000 Penalty: 934.620789
	Iteration 42Q: 3 clusters Score -1604910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1604911.250000 Penalty: 934.620789
	Iteration 43Q: 3 clusters Score -1604911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1604910.375000 Penalty: 934.620789
	Iteration 44Q: 3 clusters Score -1604910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1604909.750000 Penalty: 934.620789
	Iteration 45Q: 3 clusters Score -1604910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1604906.125000 Penalty: 934.620789
	Iteration 46Q: 3 clusters Score -1604906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1604914.250000 Penalty: 934.620789
	Iteration 47Q: 3 clusters Score -1604914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1604917.250000 Penalty: 934.620789
	Iteration 48Q: 3 clusters Score -1604917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1604916.875000 Penalty: 934.620789
	Iteration 49Q: 3 clusters Score -1604917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1604913.125000 Penalty: 934.620789
	Iteration 50Q: 3 clusters Score -1604913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1604909.125000 Penalty: 934.620789
	Iteration 51Q: 3 clusters Score -1604909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1604903.000000 Penalty: 934.620789
	Iteration 52Q: 3 clusters Score -1604903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1604908.750000 Penalty: 934.620789
	Iteration 53Q: 3 clusters Score -1604909 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1604906.250000 Penalty: 934.620789
	Iteration 54Q: 3 clusters Score -1604906 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1604910.625000 Penalty: 934.620789
	Iteration 55Q: 3 clusters Score -1604911 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1604908.000000 Penalty: 934.620789
	Iteration 56Q: 3 clusters Score -1604908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1604907.250000 Penalty: 934.620789
	Iteration 57Q: 3 clusters Score -1604907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1604906.875000 Penalty: 934.620789
	Iteration 58Q: 3 clusters Score -1604907 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1604908.000000 Penalty: 934.620789
	Iteration 59Q: 3 clusters Score -1604908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1604907.125000 Penalty: 934.620789
	Iteration 60F: 3 clusters Score -1604907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1604903.750000 Penalty: 934.620789
	Iteration 61Q: 3 clusters Score -1604904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1604903.000000 Penalty: 934.620789
	Iteration 62Q: 3 clusters Score -1604903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1604902.500000 Penalty: 934.620789
	Iteration 63Q: 3 clusters Score -1604902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1604904.125000 Penalty: 934.620789
	Iteration 64Q: 3 clusters Score -1604904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1604902.500000 Penalty: 934.620789
	Iteration 65Q: 3 clusters Score -1604902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1604905.375000 Penalty: 934.620789
	Iteration 66Q: 3 clusters Score -1604905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1604913.000000 Penalty: 934.620789
	Iteration 67Q: 3 clusters Score -1604913 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1604915.750000 Penalty: 934.620789
	Iteration 68Q: 3 clusters Score -1604916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1604922.250000 Penalty: 934.620789
	Iteration 69Q: 3 clusters Score -1604922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1604921.625000 Penalty: 934.620789
	Iteration 70Q: 3 clusters Score -1604922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1604922.125000 Penalty: 934.620789
	Iteration 71Q: 3 clusters Score -1604922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1604927.250000 Penalty: 934.620789
	Iteration 72Q: 3 clusters Score -1604927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1604930.625000 Penalty: 934.620789
	Iteration 73Q: 3 clusters Score -1604931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1604926.000000 Penalty: 934.620789
	Iteration 74Q: 3 clusters Score -1604926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1604924.625000 Penalty: 934.620789
	Iteration 75Q: 3 clusters Score -1604925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1604927.500000 Penalty: 934.620789
	Iteration 76Q: 3 clusters Score -1604928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1604928.125000 Penalty: 934.620789
	Iteration 77Q: 3 clusters Score -1604928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1604927.875000 Penalty: 934.620789
	Iteration 78Q: 3 clusters Score -1604928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1604931.500000 Penalty: 934.620789
	Iteration 79Q: 3 clusters Score -1604932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1604932.875000 Penalty: 934.620789
	Iteration 80F: 3 clusters Score -1604933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1604933.375000 Penalty: 934.620789
	Iteration 81Q: 3 clusters Score -1604933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1604941.125000 Penalty: 934.620789
	Iteration 82Q: 3 clusters Score -1604941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1604949.125000 Penalty: 934.620789
	Iteration 83Q: 3 clusters Score -1604949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1604953.250000 Penalty: 934.620789
	Iteration 84Q: 3 clusters Score -1604953 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1604954.000000 Penalty: 934.620789
	Iteration 85Q: 3 clusters Score -1604954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1604955.125000 Penalty: 934.620789
	Iteration 86Q: 3 clusters Score -1604955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1604958.750000 Penalty: 934.620789
	Iteration 87Q: 3 clusters Score -1604959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1604962.375000 Penalty: 934.620789
	Iteration 88Q: 3 clusters Score -1604962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1604963.375000 Penalty: 934.620789
	Iteration 89Q: 3 clusters Score -1604963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1604967.625000 Penalty: 934.620789
	Iteration 90Q: 3 clusters Score -1604968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1604967.250000 Penalty: 934.620789
	Iteration 91Q: 3 clusters Score -1604967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1604967.625000 Penalty: 934.620789
	Iteration 92Q: 3 clusters Score -1604968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1604971.000000 Penalty: 934.620789
	Iteration 93Q: 3 clusters Score -1604971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1604969.625000 Penalty: 934.620789
	Iteration 94Q: 3 clusters Score -1604970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1604970.500000 Penalty: 934.620789
	Iteration 95Q: 3 clusters Score -1604970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1604970.500000 Penalty: 934.620789
	Iteration 96F: 3 clusters Score -1604970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -90664.976562 Penalty: 338.952179
	Iteration 0F: 2 clusters Score -90664.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -89388.945312 Penalty: 677.904358
	Iteration 0F: 3 clusters Score -89388.95 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -89816.648438 Penalty: 677.904358
	Iteration 1F: 3 clusters Score -89816.65 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -89894.445312 Penalty: 677.904358
	Iteration 2F: 3 clusters Score -89894.45 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -89947.460938 Penalty: 677.904358
	Iteration 3F: 3 clusters Score -89947.46 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -89995.726562 Penalty: 677.904358
	Iteration 4Q: 3 clusters Score -89995.73 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -90057.382812 Penalty: 677.904358
	Iteration 5Q: 3 clusters Score -90057.38 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -90122.632812 Penalty: 677.904358
	Iteration 6Q: 3 clusters Score -90122.63 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -90183.679688 Penalty: 677.904358
	Iteration 7Q: 3 clusters Score -90183.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -90229.257812 Penalty: 677.904358
	Iteration 8Q: 3 clusters Score -90229.26 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90253.328125 Penalty: 677.904358
	Iteration 9Q: 3 clusters Score -90253.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90268.578125 Penalty: 677.904358
	Iteration 10Q: 3 clusters Score -90268.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90279.773438 Penalty: 677.904358
	Iteration 11Q: 3 clusters Score -90279.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -90285.164062 Penalty: 677.904358
	Iteration 12Q: 3 clusters Score -90285.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90292.609375 Penalty: 677.904358
	Iteration 13Q: 3 clusters Score -90292.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90301.890625 Penalty: 677.904358
	Iteration 14Q: 3 clusters Score -90301.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90306.125000 Penalty: 677.904358
	Iteration 15Q: 3 clusters Score -90306.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -90307.492188 Penalty: 677.904358
	Iteration 16Q: 3 clusters Score -90307.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90308.734375 Penalty: 677.904358
	Iteration 17Q: 3 clusters Score -90308.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90309.171875 Penalty: 677.904358
	Iteration 18Q: 3 clusters Score -90309.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -90309.484375 Penalty: 677.904358
	Iteration 19Q: 3 clusters Score -90309.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90309.664062 Penalty: 677.904358
	Iteration 20F: 3 clusters Score -90309.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (98523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98523 members 
Entering Unmasked Estep 
Score: -5385588.000000 Penalty: 523.161072
	Iteration 0F: 2 clusters Score -5385588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -5321056.000000 Penalty: 1046.322144
	Iteration 0F: 3 clusters Score -5321056 nChanged 48208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -5348936.500000 Penalty: 1046.322144
	Iteration 1F: 3 clusters Score -5348936 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -5349815.500000 Penalty: 1046.322144
	Iteration 2Q: 3 clusters Score -5349816 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -5350954.500000 Penalty: 1046.322144
	Iteration 3Q: 3 clusters Score -5350954 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -5352789.500000 Penalty: 1046.322144
	Iteration 4Q: 3 clusters Score -5352790 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -5355599.000000 Penalty: 1046.322144
	Iteration 5F: 3 clusters Score -5355599 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 69829 members 
Entering Unmasked Estep 
Score: -5359679.000000 Penalty: 1046.322144
	Iteration 6F: 3 clusters Score -5359679 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -5365611.000000 Penalty: 1046.322144
	Iteration 7F: 3 clusters Score -5365611 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -5372632.000000 Penalty: 1046.322144
	Iteration 8F: 3 clusters Score -5372632 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
Score: -5378663.000000 Penalty: 1046.322144
	Iteration 9F: 3 clusters Score -5378663 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -5382368.500000 Penalty: 1046.322144
	Iteration 10Q: 3 clusters Score -5382368 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 97405 members 
Entering Unmasked Estep 
Score: -5384123.000000 Penalty: 1046.322144
	Iteration 11Q: 3 clusters Score -5384123 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 98157 members 
Entering Unmasked Estep 
Score: -5384795.500000 Penalty: 1046.322144
	Iteration 12Q: 3 clusters Score -5384796 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 98398 members 
Entering Unmasked Estep 
Score: -5385020.000000 Penalty: 1046.322144
	Iteration 13Q: 3 clusters Score -5385020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 98452 members 
Entering Unmasked Estep 
Score: -5385076.000000 Penalty: 1046.322144
	Iteration 14Q: 3 clusters Score -5385076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -5385098.500000 Penalty: 1046.322144
	Iteration 15Q: 3 clusters Score -5385098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -5385108.000000 Penalty: 1046.322144
	Iteration 16Q: 3 clusters Score -5385108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -5385119.500000 Penalty: 1046.322144
	Iteration 17Q: 3 clusters Score -5385120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -5385118.000000 Penalty: 1046.322144
	Iteration 18Q: 3 clusters Score -5385118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -5385118.000000 Penalty: 1046.322144
	Iteration 19F: 3 clusters Score -5385118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (69827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Entering Unmasked Estep 
Score: -3677726.250000 Penalty: 507.496826
	Iteration 0F: 2 clusters Score -3677726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -3630802.750000 Penalty: 1014.993652
	Iteration 0F: 3 clusters Score -3630803 nChanged 33924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -3651756.000000 Penalty: 1014.993652
	Iteration 1F: 3 clusters Score -3651756 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -3653061.750000 Penalty: 1014.993652
	Iteration 2Q: 3 clusters Score -3653062 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -3654841.250000 Penalty: 1014.993652
	Iteration 3F: 3 clusters Score -3654841 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -3657514.500000 Penalty: 1014.993652
	Iteration 4F: 3 clusters Score -3657514 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -3661046.750000 Penalty: 1014.993652
	Iteration 5F: 3 clusters Score -3661047 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -3664735.750000 Penalty: 1014.993652
	Iteration 6F: 3 clusters Score -3664736 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -3667223.500000 Penalty: 1014.993652
	Iteration 7F: 3 clusters Score -3667224 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -3668572.250000 Penalty: 1014.993652
	Iteration 8Q: 3 clusters Score -3668572 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -3669474.250000 Penalty: 1014.993652
	Iteration 9Q: 3 clusters Score -3669474 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -3670351.500000 Penalty: 1014.993652
	Iteration 10Q: 3 clusters Score -3670352 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -3671265.250000 Penalty: 1014.993652
	Iteration 11Q: 3 clusters Score -3671265 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -3672173.250000 Penalty: 1014.993652
	Iteration 12Q: 3 clusters Score -3672173 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -3673048.750000 Penalty: 1014.993652
	Iteration 13Q: 3 clusters Score -3673049 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -3673897.250000 Penalty: 1014.993652
	Iteration 14Q: 3 clusters Score -3673897 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -3674684.000000 Penalty: 1014.993652
	Iteration 15Q: 3 clusters Score -3674684 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -3675387.250000 Penalty: 1014.993652
	Iteration 16Q: 3 clusters Score -3675387 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -3675943.750000 Penalty: 1014.993652
	Iteration 17Q: 3 clusters Score -3675944 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 68662 members 
Entering Unmasked Estep 
Score: -3676419.000000 Penalty: 1014.993652
	Iteration 18Q: 3 clusters Score -3676419 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -3676739.500000 Penalty: 1014.993652
	Iteration 19Q: 3 clusters Score -3676740 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -3676975.000000 Penalty: 1014.993652
	Iteration 20F: 3 clusters Score -3676975 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -3677104.000000 Penalty: 1014.993652
	Iteration 21Q: 3 clusters Score -3677104 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -3677175.500000 Penalty: 1014.993652
	Iteration 22Q: 3 clusters Score -3677176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -3677207.250000 Penalty: 1014.993652
	Iteration 23Q: 3 clusters Score -3677207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -3677225.750000 Penalty: 1014.993652
	Iteration 24Q: 3 clusters Score -3677226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -3677238.000000 Penalty: 1014.993652
	Iteration 25Q: 3 clusters Score -3677238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -3677240.750000 Penalty: 1014.993652
	Iteration 26Q: 3 clusters Score -3677241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -3677245.750000 Penalty: 1014.993652
	Iteration 27Q: 3 clusters Score -3677246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -3677261.250000 Penalty: 1014.993652
	Iteration 28Q: 3 clusters Score -3677261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -3677268.750000 Penalty: 1014.993652
	Iteration 29Q: 3 clusters Score -3677269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -3677277.000000 Penalty: 1014.993652
	Iteration 30Q: 3 clusters Score -3677277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -3677284.500000 Penalty: 1014.993652
	Iteration 31Q: 3 clusters Score -3677284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -3677285.500000 Penalty: 1014.993652
	Iteration 32Q: 3 clusters Score -3677286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -3677285.500000 Penalty: 1014.993652
	Iteration 33F: 3 clusters Score -3677286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Entering Unmasked Estep 
Score: -433105.156250 Penalty: 412.624115
	Iteration 0F: 2 clusters Score -433105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -427264.062500 Penalty: 825.248230
	Iteration 0F: 3 clusters Score -427264.1 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -429626.218750 Penalty: 825.248230
	Iteration 1F: 3 clusters Score -429626.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -429772.343750 Penalty: 825.248230
	Iteration 2Q: 3 clusters Score -429772.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -429976.968750 Penalty: 825.248230
	Iteration 3Q: 3 clusters Score -429977 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -430293.406250 Penalty: 825.248230
	Iteration 4F: 3 clusters Score -430293.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -430749.562500 Penalty: 825.248230
	Iteration 5F: 3 clusters Score -430749.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -431282.218750 Penalty: 825.248230
	Iteration 6F: 3 clusters Score -431282.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -431636.875000 Penalty: 825.248230
	Iteration 7F: 3 clusters Score -431636.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -431848.312500 Penalty: 825.248230
	Iteration 8Q: 3 clusters Score -431848.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -431994.000000 Penalty: 825.248230
	Iteration 9Q: 3 clusters Score -431994 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -432106.562500 Penalty: 825.248230
	Iteration 10Q: 3 clusters Score -432106.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -432213.218750 Penalty: 825.248230
	Iteration 11Q: 3 clusters Score -432213.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -432289.687500 Penalty: 825.248230
	Iteration 12Q: 3 clusters Score -432289.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -432348.656250 Penalty: 825.248230
	Iteration 13Q: 3 clusters Score -432348.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -432395.281250 Penalty: 825.248230
	Iteration 14Q: 3 clusters Score -432395.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -432431.437500 Penalty: 825.248230
	Iteration 15Q: 3 clusters Score -432431.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -432459.625000 Penalty: 825.248230
	Iteration 16Q: 3 clusters Score -432459.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -432484.156250 Penalty: 825.248230
	Iteration 17Q: 3 clusters Score -432484.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -432508.156250 Penalty: 825.248230
	Iteration 18Q: 3 clusters Score -432508.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -432529.968750 Penalty: 825.248230
	Iteration 19Q: 3 clusters Score -432530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -432551.687500 Penalty: 825.248230
	Iteration 20F: 3 clusters Score -432551.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -432574.250000 Penalty: 825.248230
	Iteration 21Q: 3 clusters Score -432574.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -432594.968750 Penalty: 825.248230
	Iteration 22Q: 3 clusters Score -432595 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -432620.093750 Penalty: 825.248230
	Iteration 23Q: 3 clusters Score -432620.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -432648.968750 Penalty: 825.248230
	Iteration 24Q: 3 clusters Score -432649 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -432681.343750 Penalty: 825.248230
	Iteration 25Q: 3 clusters Score -432681.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -432711.343750 Penalty: 825.248230
	Iteration 26Q: 3 clusters Score -432711.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -432728.031250 Penalty: 825.248230
	Iteration 27Q: 3 clusters Score -432728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -432738.250000 Penalty: 825.248230
	Iteration 28Q: 3 clusters Score -432738.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -432743.281250 Penalty: 825.248230
	Iteration 29Q: 3 clusters Score -432743.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -432744.843750 Penalty: 825.248230
	Iteration 30Q: 3 clusters Score -432744.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -432745.406250 Penalty: 825.248230
	Iteration 31Q: 3 clusters Score -432745.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -432745.656250 Penalty: 825.248230
	Iteration 32Q: 3 clusters Score -432745.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -432747.062500 Penalty: 825.248230
	Iteration 33Q: 3 clusters Score -432747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -432747.343750 Penalty: 825.248230
	Iteration 34Q: 3 clusters Score -432747.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -432748.187500 Penalty: 825.248230
	Iteration 35Q: 3 clusters Score -432748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -432748.218750 Penalty: 825.248230
	Iteration 36Q: 3 clusters Score -432748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -432747.531250 Penalty: 825.248230
	Iteration 37Q: 3 clusters Score -432747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -432748.062500 Penalty: 825.248230
	Iteration 38Q: 3 clusters Score -432748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -432748.406250 Penalty: 825.248230
	Iteration 39Q: 3 clusters Score -432748.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -432748.625000 Penalty: 825.248230
	Iteration 40F: 3 clusters Score -432748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -432748.125000 Penalty: 825.248230
	Iteration 41Q: 3 clusters Score -432748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -432747.906250 Penalty: 825.248230
	Iteration 42Q: 3 clusters Score -432747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -432747.906250 Penalty: 825.248230
	Iteration 43F: 3 clusters Score -432747.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -150468.578125 Penalty: 360.231323
	Iteration 0F: 2 clusters Score -150468.6 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 1398 members 
Entering Unmasked Estep 
Score: -148548.968750 Penalty: 720.462646
	Iteration 0F: 3 clusters Score -148549 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -149182.343750 Penalty: 720.462646
	Iteration 1F: 3 clusters Score -149182.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -149265.265625 Penalty: 720.462646
	Iteration 2F: 3 clusters Score -149265.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -149341.296875 Penalty: 720.462646
	Iteration 3F: 3 clusters Score -149341.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -149403.312500 Penalty: 720.462646
	Iteration 4Q: 3 clusters Score -149403.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -149468.703125 Penalty: 720.462646
	Iteration 5Q: 3 clusters Score -149468.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -149550.296875 Penalty: 720.462646
	Iteration 6Q: 3 clusters Score -149550.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -149665.750000 Penalty: 720.462646
	Iteration 7F: 3 clusters Score -149665.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -149781.453125 Penalty: 720.462646
	Iteration 8Q: 3 clusters Score -149781.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -149887.546875 Penalty: 720.462646
	Iteration 9Q: 3 clusters Score -149887.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -149947.296875 Penalty: 720.462646
	Iteration 10Q: 3 clusters Score -149947.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -149988.765625 Penalty: 720.462646
	Iteration 11Q: 3 clusters Score -149988.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -150030.218750 Penalty: 720.462646
	Iteration 12Q: 3 clusters Score -150030.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -150063.484375 Penalty: 720.462646
	Iteration 13Q: 3 clusters Score -150063.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -150090.828125 Penalty: 720.462646
	Iteration 14Q: 3 clusters Score -150090.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -150110.796875 Penalty: 720.462646
	Iteration 15Q: 3 clusters Score -150110.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -150126.281250 Penalty: 720.462646
	Iteration 16Q: 3 clusters Score -150126.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -150134.937500 Penalty: 720.462646
	Iteration 17Q: 3 clusters Score -150134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -150138.203125 Penalty: 720.462646
	Iteration 18Q: 3 clusters Score -150138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -150141.093750 Penalty: 720.462646
	Iteration 19Q: 3 clusters Score -150141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -150143.468750 Penalty: 720.462646
	Iteration 20F: 3 clusters Score -150143.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -150147.484375 Penalty: 720.462646
	Iteration 21Q: 3 clusters Score -150147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -150149.187500 Penalty: 720.462646
	Iteration 22Q: 3 clusters Score -150149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -150153.343750 Penalty: 720.462646
	Iteration 23Q: 3 clusters Score -150153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -150157.546875 Penalty: 720.462646
	Iteration 24Q: 3 clusters Score -150157.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -150162.062500 Penalty: 720.462646
	Iteration 25Q: 3 clusters Score -150162.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -150166.640625 Penalty: 720.462646
	Iteration 26Q: 3 clusters Score -150166.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -150170.250000 Penalty: 720.462646
	Iteration 27Q: 3 clusters Score -150170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -150171.250000 Penalty: 720.462646
	Iteration 28Q: 3 clusters Score -150171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -150171.578125 Penalty: 720.462646
	Iteration 29Q: 3 clusters Score -150171.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -150171.578125 Penalty: 720.462646
	Iteration 30F: 3 clusters Score -150171.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Entering Unmasked Estep 
Score: -808400.437500 Penalty: 438.843445
	Iteration 0F: 2 clusters Score -808400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -798062.687500 Penalty: 877.686890
	Iteration 0F: 3 clusters Score -798062.7 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -802455.562500 Penalty: 877.686890
	Iteration 1F: 3 clusters Score -802455.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -802715.000000 Penalty: 877.686890
	Iteration 2Q: 3 clusters Score -802715 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -803031.000000 Penalty: 877.686890
	Iteration 3Q: 3 clusters Score -803031 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -803519.437500 Penalty: 877.686890
	Iteration 4F: 3 clusters Score -803519.4 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -804295.312500 Penalty: 877.686890
	Iteration 5F: 3 clusters Score -804295.3 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -805297.937500 Penalty: 877.686890
	Iteration 6F: 3 clusters Score -805297.9 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -806299.000000 Penalty: 877.686890
	Iteration 7F: 3 clusters Score -806299 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -807038.250000 Penalty: 877.686890
	Iteration 8F: 3 clusters Score -807038.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -807498.562500 Penalty: 877.686890
	Iteration 9Q: 3 clusters Score -807498.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -807744.375000 Penalty: 877.686890
	Iteration 10Q: 3 clusters Score -807744.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -807855.187500 Penalty: 877.686890
	Iteration 11Q: 3 clusters Score -807855.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -807930.250000 Penalty: 877.686890
	Iteration 12Q: 3 clusters Score -807930.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -807966.937500 Penalty: 877.686890
	Iteration 13Q: 3 clusters Score -807966.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -807987.312500 Penalty: 877.686890
	Iteration 14Q: 3 clusters Score -807987.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -807999.375000 Penalty: 877.686890
	Iteration 15Q: 3 clusters Score -807999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -808012.250000 Penalty: 877.686890
	Iteration 16Q: 3 clusters Score -808012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -808018.687500 Penalty: 877.686890
	Iteration 17Q: 3 clusters Score -808018.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -808026.062500 Penalty: 877.686890
	Iteration 18Q: 3 clusters Score -808026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -808031.687500 Penalty: 877.686890
	Iteration 19Q: 3 clusters Score -808031.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -808034.937500 Penalty: 877.686890
	Iteration 20F: 3 clusters Score -808034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -808035.750000 Penalty: 877.686890
	Iteration 21Q: 3 clusters Score -808035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -808035.750000 Penalty: 877.686890
	Iteration 22F: 3 clusters Score -808035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (161123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Entering Unmasked Estep 
Score: -8347172.000000 Penalty: 545.541504
	Iteration 0F: 2 clusters Score -8347172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -8239117.500000 Penalty: 1091.083008
	Iteration 0F: 3 clusters Score -8239118 nChanged 78882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -8285912.000000 Penalty: 1091.083008
	Iteration 1F: 3 clusters Score -8285912 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -8288081.500000 Penalty: 1091.083008
	Iteration 2Q: 3 clusters Score -8288082 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97750 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -8291541.500000 Penalty: 1091.083008
	Iteration 3Q: 3 clusters Score -8291542 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -8298158.500000 Penalty: 1091.083008
	Iteration 4F: 3 clusters Score -8298158 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119141 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -8308580.000000 Penalty: 1091.083008
	Iteration 5F: 3 clusters Score -8308580 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132382 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -8321797.500000 Penalty: 1091.083008
	Iteration 6F: 3 clusters Score -8321798 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143277 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -8332389.000000 Penalty: 1091.083008
	Iteration 7F: 3 clusters Score -8332389 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150423 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -8339083.500000 Penalty: 1091.083008
	Iteration 8Q: 3 clusters Score -8339084 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154800 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -8342669.500000 Penalty: 1091.083008
	Iteration 9Q: 3 clusters Score -8342670 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157458 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -8344478.000000 Penalty: 1091.083008
	Iteration 10Q: 3 clusters Score -8344478 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8345517.000000 Penalty: 1091.083008
	Iteration 11Q: 3 clusters Score -8345517 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160019 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8346078.500000 Penalty: 1091.083008
	Iteration 12Q: 3 clusters Score -8346078 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160527 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8346368.000000 Penalty: 1091.083008
	Iteration 13Q: 3 clusters Score -8346368 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160774 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8346500.000000 Penalty: 1091.083008
	Iteration 14Q: 3 clusters Score -8346500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8346582.000000 Penalty: 1091.083008
	Iteration 15Q: 3 clusters Score -8346582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160938 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8346623.000000 Penalty: 1091.083008
	Iteration 16Q: 3 clusters Score -8346623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160961 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8346634.000000 Penalty: 1091.083008
	Iteration 17Q: 3 clusters Score -8346634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160977 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8346640.000000 Penalty: 1091.083008
	Iteration 18Q: 3 clusters Score -8346640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160988 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8346644.500000 Penalty: 1091.083008
	Iteration 19Q: 3 clusters Score -8346644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160992 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8346653.000000 Penalty: 1091.083008
	Iteration 20F: 3 clusters Score -8346653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160999 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -8346662.500000 Penalty: 1091.083008
	Iteration 21Q: 3 clusters Score -8346662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161006 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8346670.500000 Penalty: 1091.083008
	Iteration 22Q: 3 clusters Score -8346670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161008 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8346675.000000 Penalty: 1091.083008
	Iteration 23Q: 3 clusters Score -8346675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161009 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8346674.500000 Penalty: 1091.083008
	Iteration 24Q: 3 clusters Score -8346674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161011 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8346674.500000 Penalty: 1091.083008
	Iteration 25Q: 3 clusters Score -8346674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161011 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8346674.500000 Penalty: 1091.083008
	Iteration 26F: 3 clusters Score -8346674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -204649.000000 Penalty: 374.937531
	Iteration 0F: 2 clusters Score -204649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -201999.578125 Penalty: 749.875061
	Iteration 0F: 3 clusters Score -201999.6 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -203023.843750 Penalty: 749.875061
	Iteration 1F: 3 clusters Score -203023.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -203190.609375 Penalty: 749.875061
	Iteration 2F: 3 clusters Score -203190.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -203371.828125 Penalty: 749.875061
	Iteration 3F: 3 clusters Score -203371.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -203533.640625 Penalty: 749.875061
	Iteration 4F: 3 clusters Score -203533.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -203706.375000 Penalty: 749.875061
	Iteration 5F: 3 clusters Score -203706.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -203876.859375 Penalty: 749.875061
	Iteration 6F: 3 clusters Score -203876.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -204011.828125 Penalty: 749.875061
	Iteration 7F: 3 clusters Score -204011.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -204111.000000 Penalty: 749.875061
	Iteration 8Q: 3 clusters Score -204111 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -204159.218750 Penalty: 749.875061
	Iteration 9Q: 3 clusters Score -204159.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -204193.218750 Penalty: 749.875061
	Iteration 10Q: 3 clusters Score -204193.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -204216.109375 Penalty: 749.875061
	Iteration 11Q: 3 clusters Score -204216.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -204241.734375 Penalty: 749.875061
	Iteration 12Q: 3 clusters Score -204241.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -204276.187500 Penalty: 749.875061
	Iteration 13Q: 3 clusters Score -204276.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -204320.687500 Penalty: 749.875061
	Iteration 14Q: 3 clusters Score -204320.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -204359.171875 Penalty: 749.875061
	Iteration 15Q: 3 clusters Score -204359.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -204384.328125 Penalty: 749.875061
	Iteration 16Q: 3 clusters Score -204384.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -204406.125000 Penalty: 749.875061
	Iteration 17Q: 3 clusters Score -204406.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -204420.359375 Penalty: 749.875061
	Iteration 18Q: 3 clusters Score -204420.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -204430.937500 Penalty: 749.875061
	Iteration 19Q: 3 clusters Score -204430.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -204436.890625 Penalty: 749.875061
	Iteration 20F: 3 clusters Score -204436.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -204439.484375 Penalty: 749.875061
	Iteration 21Q: 3 clusters Score -204439.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -204442.015625 Penalty: 749.875061
	Iteration 22Q: 3 clusters Score -204442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -204444.328125 Penalty: 749.875061
	Iteration 23Q: 3 clusters Score -204444.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -204448.343750 Penalty: 749.875061
	Iteration 24Q: 3 clusters Score -204448.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -204451.609375 Penalty: 749.875061
	Iteration 25Q: 3 clusters Score -204451.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -204455.312500 Penalty: 749.875061
	Iteration 26Q: 3 clusters Score -204455.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -204456.984375 Penalty: 749.875061
	Iteration 27Q: 3 clusters Score -204457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -204460.187500 Penalty: 749.875061
	Iteration 28Q: 3 clusters Score -204460.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -204462.687500 Penalty: 749.875061
	Iteration 29Q: 3 clusters Score -204462.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -204465.031250 Penalty: 749.875061
	Iteration 30Q: 3 clusters Score -204465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -204467.562500 Penalty: 749.875061
	Iteration 31Q: 3 clusters Score -204467.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -204470.203125 Penalty: 749.875061
	Iteration 32Q: 3 clusters Score -204470.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -204473.859375 Penalty: 749.875061
	Iteration 33Q: 3 clusters Score -204473.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -204476.031250 Penalty: 749.875061
	Iteration 34Q: 3 clusters Score -204476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -204478.640625 Penalty: 749.875061
	Iteration 35Q: 3 clusters Score -204478.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -204479.640625 Penalty: 749.875061
	Iteration 36Q: 3 clusters Score -204479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -204480.171875 Penalty: 749.875061
	Iteration 37Q: 3 clusters Score -204480.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -204480.500000 Penalty: 749.875061
	Iteration 38Q: 3 clusters Score -204480.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -204480.296875 Penalty: 749.875061
	Iteration 39Q: 3 clusters Score -204480.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -204480.718750 Penalty: 749.875061
	Iteration 40F: 3 clusters Score -204480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -204481.250000 Penalty: 749.875061
	Iteration 41Q: 3 clusters Score -204481.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -204482.656250 Penalty: 749.875061
	Iteration 42Q: 3 clusters Score -204482.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -204482.906250 Penalty: 749.875061
	Iteration 43Q: 3 clusters Score -204482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -204483.062500 Penalty: 749.875061
	Iteration 44Q: 3 clusters Score -204483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -204483.562500 Penalty: 749.875061
	Iteration 45Q: 3 clusters Score -204483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -204483.406250 Penalty: 749.875061
	Iteration 46Q: 3 clusters Score -204483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -204483.406250 Penalty: 749.875061
	Iteration 47F: 3 clusters Score -204483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -32701.974609 Penalty: 295.534576
	Iteration 0F: 2 clusters Score -32701.97 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 321 members 
Entering Unmasked Estep 
Score: -32094.025391 Penalty: 591.069153
	Iteration 0F: 3 clusters Score -32094.03 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32262.671875 Penalty: 591.069153
	Iteration 1F: 3 clusters Score -32262.67 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -32302.384766 Penalty: 591.069153
	Iteration 2F: 3 clusters Score -32302.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -32318.357422 Penalty: 591.069153
	Iteration 3Q: 3 clusters Score -32318.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -32326.324219 Penalty: 591.069153
	Iteration 4Q: 3 clusters Score -32326.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -32336.697266 Penalty: 591.069153
	Iteration 5Q: 3 clusters Score -32336.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32346.968750 Penalty: 591.069153
	Iteration 6Q: 3 clusters Score -32346.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32356.466797 Penalty: 591.069153
	Iteration 7Q: 3 clusters Score -32356.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32365.986328 Penalty: 591.069153
	Iteration 8Q: 3 clusters Score -32365.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32380.789062 Penalty: 591.069153
	Iteration 9Q: 3 clusters Score -32380.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32390.847656 Penalty: 591.069153
	Iteration 10Q: 3 clusters Score -32390.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32398.361328 Penalty: 591.069153
	Iteration 11Q: 3 clusters Score -32398.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32408.419922 Penalty: 591.069153
	Iteration 12Q: 3 clusters Score -32408.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32418.681641 Penalty: 591.069153
	Iteration 13Q: 3 clusters Score -32418.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -32423.199219 Penalty: 591.069153
	Iteration 14Q: 3 clusters Score -32423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32428.425781 Penalty: 591.069153
	Iteration 15Q: 3 clusters Score -32428.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -32431.105469 Penalty: 591.069153
	Iteration 16Q: 3 clusters Score -32431.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32432.267578 Penalty: 591.069153
	Iteration 17Q: 3 clusters Score -32432.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -32433.792969 Penalty: 591.069153
	Iteration 18Q: 3 clusters Score -32433.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32436.677734 Penalty: 591.069153
	Iteration 19Q: 3 clusters Score -32436.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32444.150391 Penalty: 591.069153
	Iteration 20F: 3 clusters Score -32444.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32454.019531 Penalty: 591.069153
	Iteration 21Q: 3 clusters Score -32454.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -32460.464844 Penalty: 591.069153
	Iteration 22Q: 3 clusters Score -32460.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -32463.134766 Penalty: 591.069153
	Iteration 23Q: 3 clusters Score -32463.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -32465.646484 Penalty: 591.069153
	Iteration 24Q: 3 clusters Score -32465.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32467.943359 Penalty: 591.069153
	Iteration 25Q: 3 clusters Score -32467.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -32470.792969 Penalty: 591.069153
	Iteration 26Q: 3 clusters Score -32470.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -32474.226562 Penalty: 591.069153
	Iteration 27Q: 3 clusters Score -32474.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -32475.015625 Penalty: 591.069153
	Iteration 28Q: 3 clusters Score -32475.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -32475.015625 Penalty: 591.069153
	Iteration 29F: 3 clusters Score -32475.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Entering Unmasked Estep 
Score: -786337.000000 Penalty: 434.454681
	Iteration 0F: 2 clusters Score -786337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -777057.437500 Penalty: 868.909363
	Iteration 0F: 3 clusters Score -777057.4 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -780641.250000 Penalty: 868.909363
	Iteration 1F: 3 clusters Score -780641.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -780778.625000 Penalty: 868.909363
	Iteration 2Q: 3 clusters Score -780778.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -780944.875000 Penalty: 868.909363
	Iteration 3Q: 3 clusters Score -780944.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -781186.937500 Penalty: 868.909363
	Iteration 4Q: 3 clusters Score -781186.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -781571.000000 Penalty: 868.909363
	Iteration 5F: 3 clusters Score -781571 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -782185.250000 Penalty: 868.909363
	Iteration 6F: 3 clusters Score -782185.2 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -783014.562500 Penalty: 868.909363
	Iteration 7F: 3 clusters Score -783014.6 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -783928.250000 Penalty: 868.909363
	Iteration 8F: 3 clusters Score -783928.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -784709.375000 Penalty: 868.909363
	Iteration 9F: 3 clusters Score -784709.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -785236.625000 Penalty: 868.909363
	Iteration 10Q: 3 clusters Score -785236.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -785525.937500 Penalty: 868.909363
	Iteration 11Q: 3 clusters Score -785525.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -785721.937500 Penalty: 868.909363
	Iteration 12Q: 3 clusters Score -785721.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -785827.000000 Penalty: 868.909363
	Iteration 13Q: 3 clusters Score -785827 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -785907.562500 Penalty: 868.909363
	Iteration 14Q: 3 clusters Score -785907.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -785945.500000 Penalty: 868.909363
	Iteration 15Q: 3 clusters Score -785945.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -785960.875000 Penalty: 868.909363
	Iteration 16Q: 3 clusters Score -785960.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -785972.375000 Penalty: 868.909363
	Iteration 17Q: 3 clusters Score -785972.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -785978.312500 Penalty: 868.909363
	Iteration 18Q: 3 clusters Score -785978.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -785980.562500 Penalty: 868.909363
	Iteration 19Q: 3 clusters Score -785980.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -785983.562500 Penalty: 868.909363
	Iteration 20F: 3 clusters Score -785983.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -785986.562500 Penalty: 868.909363
	Iteration 21Q: 3 clusters Score -785986.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -785988.937500 Penalty: 868.909363
	Iteration 22Q: 3 clusters Score -785988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -785990.562500 Penalty: 868.909363
	Iteration 23Q: 3 clusters Score -785990.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -785994.562500 Penalty: 868.909363
	Iteration 24Q: 3 clusters Score -785994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -785996.687500 Penalty: 868.909363
	Iteration 25Q: 3 clusters Score -785996.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -785997.000000 Penalty: 868.909363
	Iteration 26Q: 3 clusters Score -785997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -785998.375000 Penalty: 868.909363
	Iteration 27Q: 3 clusters Score -785998.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -785998.375000 Penalty: 868.909363
	Iteration 28F: 3 clusters Score -785998.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (40868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Entering Unmasked Estep 
Score: -2054444.250000 Penalty: 483.123688
	Iteration 0F: 2 clusters Score -2054444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2026983.500000 Penalty: 966.247375
	Iteration 0F: 3 clusters Score -2026984 nChanged 19642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2038638.000000 Penalty: 966.247375
	Iteration 1F: 3 clusters Score -2038638 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2039251.875000 Penalty: 966.247375
	Iteration 2Q: 3 clusters Score -2039252 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2040065.500000 Penalty: 966.247375
	Iteration 3Q: 3 clusters Score -2040066 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2041296.250000 Penalty: 966.247375
	Iteration 4F: 3 clusters Score -2041296 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2043090.875000 Penalty: 966.247375
	Iteration 5F: 3 clusters Score -2043091 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2045135.375000 Penalty: 966.247375
	Iteration 6F: 3 clusters Score -2045135 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2046274.250000 Penalty: 966.247375
	Iteration 7F: 3 clusters Score -2046274 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -2046596.875000 Penalty: 966.247375
	Iteration 8Q: 3 clusters Score -2046597 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -2046723.875000 Penalty: 966.247375
	Iteration 9Q: 3 clusters Score -2046724 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -2046803.500000 Penalty: 966.247375
	Iteration 10Q: 3 clusters Score -2046804 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2046880.375000 Penalty: 966.247375
	Iteration 11Q: 3 clusters Score -2046880 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -2046975.750000 Penalty: 966.247375
	Iteration 12Q: 3 clusters Score -2046976 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -2047065.750000 Penalty: 966.247375
	Iteration 13Q: 3 clusters Score -2047066 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -2047189.875000 Penalty: 966.247375
	Iteration 14Q: 3 clusters Score -2047190 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -2047278.250000 Penalty: 966.247375
	Iteration 15Q: 3 clusters Score -2047278 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -2047398.625000 Penalty: 966.247375
	Iteration 16Q: 3 clusters Score -2047399 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -2047538.000000 Penalty: 966.247375
	Iteration 17Q: 3 clusters Score -2047538 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -2047706.750000 Penalty: 966.247375
	Iteration 18Q: 3 clusters Score -2047707 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -2047908.750000 Penalty: 966.247375
	Iteration 19Q: 3 clusters Score -2047909 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -2048123.500000 Penalty: 966.247375
	Iteration 20F: 3 clusters Score -2048124 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -2048382.875000 Penalty: 966.247375
	Iteration 21Q: 3 clusters Score -2048383 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -2048709.500000 Penalty: 966.247375
	Iteration 22Q: 3 clusters Score -2048710 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -2049069.625000 Penalty: 966.247375
	Iteration 23Q: 3 clusters Score -2049070 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -2049519.875000 Penalty: 966.247375
	Iteration 24Q: 3 clusters Score -2049520 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -2050071.000000 Penalty: 966.247375
	Iteration 25Q: 3 clusters Score -2050071 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -2050671.375000 Penalty: 966.247375
	Iteration 26Q: 3 clusters Score -2050671 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -2051291.000000 Penalty: 966.247375
	Iteration 27Q: 3 clusters Score -2051291 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -2051870.375000 Penalty: 966.247375
	Iteration 28Q: 3 clusters Score -2051870 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -2052379.875000 Penalty: 966.247375
	Iteration 29Q: 3 clusters Score -2052380 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -2052819.125000 Penalty: 966.247375
	Iteration 30Q: 3 clusters Score -2052819 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -2053193.375000 Penalty: 966.247375
	Iteration 31Q: 3 clusters Score -2053193 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -2053464.000000 Penalty: 966.247375
	Iteration 32Q: 3 clusters Score -2053464 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -2053647.500000 Penalty: 966.247375
	Iteration 33Q: 3 clusters Score -2053648 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -2053797.375000 Penalty: 966.247375
	Iteration 34Q: 3 clusters Score -2053797 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -2053891.500000 Penalty: 966.247375
	Iteration 35Q: 3 clusters Score -2053892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -2053943.875000 Penalty: 966.247375
	Iteration 36Q: 3 clusters Score -2053944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -2053967.750000 Penalty: 966.247375
	Iteration 37Q: 3 clusters Score -2053968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -2053979.750000 Penalty: 966.247375
	Iteration 38Q: 3 clusters Score -2053980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -2053988.750000 Penalty: 966.247375
	Iteration 39Q: 3 clusters Score -2053989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -2053998.750000 Penalty: 966.247375
	Iteration 40F: 3 clusters Score -2053999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -2054008.000000 Penalty: 966.247375
	Iteration 41Q: 3 clusters Score -2054008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -2054014.000000 Penalty: 966.247375
	Iteration 42Q: 3 clusters Score -2054014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -2054021.750000 Penalty: 966.247375
	Iteration 43Q: 3 clusters Score -2054022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -2054028.375000 Penalty: 966.247375
	Iteration 44Q: 3 clusters Score -2054028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -2054035.500000 Penalty: 966.247375
	Iteration 45Q: 3 clusters Score -2054036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -2054039.250000 Penalty: 966.247375
	Iteration 46Q: 3 clusters Score -2054039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -2054039.250000 Penalty: 966.247375
	Iteration 47F: 3 clusters Score -2054039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (36208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Entering Unmasked Estep 
Score: -2014689.375000 Penalty: 477.615082
	Iteration 0F: 2 clusters Score -2014689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1990601.375000 Penalty: 955.230164
	Iteration 0F: 3 clusters Score -1990601 nChanged 17250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2000958.125000 Penalty: 955.230164
	Iteration 1F: 3 clusters Score -2000958 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2001556.000000 Penalty: 955.230164
	Iteration 2Q: 3 clusters Score -2001556 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2002619.750000 Penalty: 955.230164
	Iteration 3Q: 3 clusters Score -2002620 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2004426.875000 Penalty: 955.230164
	Iteration 4F: 3 clusters Score -2004427 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2006414.125000 Penalty: 955.230164
	Iteration 5F: 3 clusters Score -2006414 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2007499.125000 Penalty: 955.230164
	Iteration 6F: 3 clusters Score -2007499 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2007878.625000 Penalty: 955.230164
	Iteration 7Q: 3 clusters Score -2007879 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2008026.625000 Penalty: 955.230164
	Iteration 8Q: 3 clusters Score -2008027 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2008168.625000 Penalty: 955.230164
	Iteration 9Q: 3 clusters Score -2008169 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2008322.375000 Penalty: 955.230164
	Iteration 10Q: 3 clusters Score -2008322 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2008497.875000 Penalty: 955.230164
	Iteration 11Q: 3 clusters Score -2008498 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2008742.125000 Penalty: 955.230164
	Iteration 12Q: 3 clusters Score -2008742 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2009075.625000 Penalty: 955.230164
	Iteration 13Q: 3 clusters Score -2009076 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2009510.375000 Penalty: 955.230164
	Iteration 14Q: 3 clusters Score -2009510 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2010109.750000 Penalty: 955.230164
	Iteration 15Q: 3 clusters Score -2010110 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2010884.750000 Penalty: 955.230164
	Iteration 16Q: 3 clusters Score -2010885 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -2011705.500000 Penalty: 955.230164
	Iteration 17Q: 3 clusters Score -2011706 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2012434.125000 Penalty: 955.230164
	Iteration 18Q: 3 clusters Score -2012434 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -2013024.625000 Penalty: 955.230164
	Iteration 19Q: 3 clusters Score -2013025 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2013465.875000 Penalty: 955.230164
	Iteration 20F: 3 clusters Score -2013466 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -2013714.375000 Penalty: 955.230164
	Iteration 21Q: 3 clusters Score -2013714 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2013824.000000 Penalty: 955.230164
	Iteration 22Q: 3 clusters Score -2013824 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2013910.750000 Penalty: 955.230164
	Iteration 23Q: 3 clusters Score -2013911 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -2013929.250000 Penalty: 955.230164
	Iteration 24Q: 3 clusters Score -2013929 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -2013965.750000 Penalty: 955.230164
	Iteration 25Q: 3 clusters Score -2013966 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2013984.500000 Penalty: 955.230164
	Iteration 26Q: 3 clusters Score -2013984 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2014006.625000 Penalty: 955.230164
	Iteration 27Q: 3 clusters Score -2014007 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -2014007.000000 Penalty: 955.230164
	Iteration 28Q: 3 clusters Score -2014007 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2014008.250000 Penalty: 955.230164
	Iteration 29Q: 3 clusters Score -2014008 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -2014014.125000 Penalty: 955.230164
	Iteration 30Q: 3 clusters Score -2014014 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -2014016.125000 Penalty: 955.230164
	Iteration 31Q: 3 clusters Score -2014016 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -2014027.375000 Penalty: 955.230164
	Iteration 32Q: 3 clusters Score -2014027 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -2014047.625000 Penalty: 955.230164
	Iteration 33Q: 3 clusters Score -2014048 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -2014043.625000 Penalty: 955.230164
	Iteration 34Q: 3 clusters Score -2014044 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -2014053.375000 Penalty: 955.230164
	Iteration 35Q: 3 clusters Score -2014053 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -2014047.125000 Penalty: 955.230164
	Iteration 36Q: 3 clusters Score -2014047 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -2014059.125000 Penalty: 955.230164
	Iteration 37Q: 3 clusters Score -2014059 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -2014045.500000 Penalty: 955.230164
	Iteration 38Q: 3 clusters Score -2014046 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -2014048.500000 Penalty: 955.230164
	Iteration 39Q: 3 clusters Score -2014048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -2014049.250000 Penalty: 955.230164
	Iteration 40F: 3 clusters Score -2014049 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2014049 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2014042 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2014036 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2014038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2014043 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2014036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2014025 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2014029 nChanged 146
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2014041 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2014079 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2014076 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2014071 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2014074 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2014079 nChanged 146
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Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2014076 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2014079 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2014077 nChanged 55
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Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2014103 nChanged 40
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Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 32931 members 
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Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2014098 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2014104 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2014106 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2014104 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2014116 nChanged 81
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Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2014118 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2014120 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2014112 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2014112 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2014106 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2014103 nChanged 68
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Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2014106 nChanged 63
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Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2014104 nChanged 36
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Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2014110 nChanged 24
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Mstep: Class 1 contains 2480 members 
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	Iteration 93Q: 3 clusters Score -2014110 nChanged 15
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Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2014113 nChanged 45
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Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2014107 nChanged 13
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Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 33793 members 
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	Iteration 96Q: 3 clusters Score -2014108 nChanged 22
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Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2014109 nChanged 6
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Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2014110 nChanged 27
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Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 33848 members 
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	Iteration 99Q: 3 clusters Score -2014106 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2014109 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2014107 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -2014116.250000 Penalty: 955.230164
	Iteration 102Q: 3 clusters Score -2014116 nChanged 7
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Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2014116 nChanged 6
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Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2014111 nChanged 36
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Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2014107 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 33920 members 
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	Iteration 106Q: 3 clusters Score -2014108 nChanged 23
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Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2014109 nChanged 68
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Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2014112 nChanged 43
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Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2014116 nChanged 47
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Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 34057 members 
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	Iteration 110Q: 3 clusters Score -2014119 nChanged 42
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Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 34099 members 
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	Iteration 111Q: 3 clusters Score -2014115 nChanged 24
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Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 34113 members 
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	Iteration 112Q: 3 clusters Score -2014116 nChanged 46
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Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 34159 members 
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	Iteration 113Q: 3 clusters Score -2014114 nChanged 28
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Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2014117 nChanged 45
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Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 34214 members 
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	Iteration 115Q: 3 clusters Score -2014119 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2014118 nChanged 49
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Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 34311 members 
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Score: -2014124.500000 Penalty: 955.230164
	Iteration 117Q: 3 clusters Score -2014124 nChanged 22
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Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2014134 nChanged 44
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Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 34361 members 
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	Iteration 119Q: 3 clusters Score -2014139 nChanged 40
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Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 34401 members 
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	Iteration 120F: 3 clusters Score -2014144 nChanged 37
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Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 34424 members 
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	Iteration 121Q: 3 clusters Score -2014140 nChanged 50
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Mstep: Class 1 contains 1736 members 
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	Iteration 122Q: 3 clusters Score -2014141 nChanged 18
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Mstep: Class 1 contains 1722 members 
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	Iteration 123Q: 3 clusters Score -2014142 nChanged 17
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	Iteration 124Q: 3 clusters Score -2014135 nChanged 10
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	Iteration 125Q: 3 clusters Score -2014138 nChanged 25
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Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 34530 members 
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	Iteration 126Q: 3 clusters Score -2014137 nChanged 14
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2014140 nChanged 11
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	Iteration 128Q: 3 clusters Score -2014142 nChanged 10
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	Iteration 129Q: 3 clusters Score -2014142 nChanged 10
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2014141 nChanged 23
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	Iteration 131Q: 3 clusters Score -2014136 nChanged 29
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	Iteration 132Q: 3 clusters Score -2014143 nChanged 38
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Mstep: Class 2 contains 34617 members 
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	Iteration 133Q: 3 clusters Score -2014142 nChanged 43
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	Iteration 134Q: 3 clusters Score -2014147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -2014144.625000 Penalty: 955.230164
	Iteration 135Q: 3 clusters Score -2014145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -2014141.250000 Penalty: 955.230164
	Iteration 136Q: 3 clusters Score -2014141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -2014140.750000 Penalty: 955.230164
	Iteration 137Q: 3 clusters Score -2014141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -2014144.125000 Penalty: 955.230164
	Iteration 138Q: 3 clusters Score -2014144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -2014145.625000 Penalty: 955.230164
	Iteration 139Q: 3 clusters Score -2014146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -2014151.750000 Penalty: 955.230164
	Iteration 140F: 3 clusters Score -2014152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -2014155.750000 Penalty: 955.230164
	Iteration 141Q: 3 clusters Score -2014156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -2014159.125000 Penalty: 955.230164
	Iteration 142Q: 3 clusters Score -2014159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -2014162.625000 Penalty: 955.230164
	Iteration 143Q: 3 clusters Score -2014163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -2014156.875000 Penalty: 955.230164
	Iteration 144Q: 3 clusters Score -2014157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -2014165.125000 Penalty: 955.230164
	Iteration 145Q: 3 clusters Score -2014165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -2014160.625000 Penalty: 955.230164
	Iteration 146Q: 3 clusters Score -2014161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -2014165.250000 Penalty: 955.230164
	Iteration 147Q: 3 clusters Score -2014165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -2014168.500000 Penalty: 955.230164
	Iteration 148Q: 3 clusters Score -2014168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -2014177.375000 Penalty: 955.230164
	Iteration 149Q: 3 clusters Score -2014177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -2014179.125000 Penalty: 955.230164
	Iteration 150Q: 3 clusters Score -2014179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -2014178.125000 Penalty: 955.230164
	Iteration 151Q: 3 clusters Score -2014178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -2014182.750000 Penalty: 955.230164
	Iteration 152Q: 3 clusters Score -2014183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -2014185.500000 Penalty: 955.230164
	Iteration 153Q: 3 clusters Score -2014186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -2014185.750000 Penalty: 955.230164
	Iteration 154Q: 3 clusters Score -2014186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -2014187.750000 Penalty: 955.230164
	Iteration 155Q: 3 clusters Score -2014188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -2014196.000000 Penalty: 955.230164
	Iteration 156Q: 3 clusters Score -2014196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -2014198.750000 Penalty: 955.230164
	Iteration 157Q: 3 clusters Score -2014199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -2014200.500000 Penalty: 955.230164
	Iteration 158Q: 3 clusters Score -2014200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -2014209.750000 Penalty: 955.230164
	Iteration 159Q: 3 clusters Score -2014210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -2014215.250000 Penalty: 955.230164
	Iteration 160F: 3 clusters Score -2014215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -2014226.750000 Penalty: 955.230164
	Iteration 161Q: 3 clusters Score -2014227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -2014229.375000 Penalty: 955.230164
	Iteration 162Q: 3 clusters Score -2014229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -2014236.500000 Penalty: 955.230164
	Iteration 163Q: 3 clusters Score -2014236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -2014241.750000 Penalty: 955.230164
	Iteration 164Q: 3 clusters Score -2014242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -2014246.000000 Penalty: 955.230164
	Iteration 165Q: 3 clusters Score -2014246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -2014244.625000 Penalty: 955.230164
	Iteration 166Q: 3 clusters Score -2014245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -2014250.375000 Penalty: 955.230164
	Iteration 167Q: 3 clusters Score -2014250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -2014254.750000 Penalty: 955.230164
	Iteration 168Q: 3 clusters Score -2014255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -2014257.500000 Penalty: 955.230164
	Iteration 169Q: 3 clusters Score -2014258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -2014266.875000 Penalty: 955.230164
	Iteration 170Q: 3 clusters Score -2014267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -2014272.375000 Penalty: 955.230164
	Iteration 171Q: 3 clusters Score -2014272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -2014281.500000 Penalty: 955.230164
	Iteration 172Q: 3 clusters Score -2014282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -2014282.250000 Penalty: 955.230164
	Iteration 173Q: 3 clusters Score -2014282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -2014287.750000 Penalty: 955.230164
	Iteration 174Q: 3 clusters Score -2014288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -2014297.000000 Penalty: 955.230164
	Iteration 175Q: 3 clusters Score -2014297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -2014299.250000 Penalty: 955.230164
	Iteration 176Q: 3 clusters Score -2014299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -2014303.250000 Penalty: 955.230164
	Iteration 177Q: 3 clusters Score -2014303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -2014307.375000 Penalty: 955.230164
	Iteration 178Q: 3 clusters Score -2014307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -2014304.750000 Penalty: 955.230164
	Iteration 179Q: 3 clusters Score -2014305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -2014307.250000 Penalty: 955.230164
	Iteration 180F: 3 clusters Score -2014307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -2014311.750000 Penalty: 955.230164
	Iteration 181Q: 3 clusters Score -2014312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -2014307.250000 Penalty: 955.230164
	Iteration 182Q: 3 clusters Score -2014307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -2014306.875000 Penalty: 955.230164
	Iteration 183Q: 3 clusters Score -2014307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -2014312.250000 Penalty: 955.230164
	Iteration 184Q: 3 clusters Score -2014312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -2014304.750000 Penalty: 955.230164
	Iteration 185Q: 3 clusters Score -2014305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -2014308.375000 Penalty: 955.230164
	Iteration 186Q: 3 clusters Score -2014308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -2014308.375000 Penalty: 955.230164
	Iteration 187F: 3 clusters Score -2014308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (92323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Entering Unmasked Estep 
Score: -4932876.500000 Penalty: 520.203674
	Iteration 0F: 2 clusters Score -4932876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -4871691.500000 Penalty: 1040.407349
	Iteration 0F: 3 clusters Score -4871692 nChanged 45249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -4900232.500000 Penalty: 1040.407349
	Iteration 1F: 3 clusters Score -4900232 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -4902800.500000 Penalty: 1040.407349
	Iteration 2F: 3 clusters Score -4902800 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -4907072.000000 Penalty: 1040.407349
	Iteration 3F: 3 clusters Score -4907072 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -4912748.500000 Penalty: 1040.407349
	Iteration 4F: 3 clusters Score -4912748 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -4917483.500000 Penalty: 1040.407349
	Iteration 5F: 3 clusters Score -4917484 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -4919503.000000 Penalty: 1040.407349
	Iteration 6Q: 3 clusters Score -4919503 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -4920429.000000 Penalty: 1040.407349
	Iteration 7Q: 3 clusters Score -4920429 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -4921210.000000 Penalty: 1040.407349
	Iteration 8Q: 3 clusters Score -4921210 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -4922023.500000 Penalty: 1040.407349
	Iteration 9Q: 3 clusters Score -4922024 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -4922931.500000 Penalty: 1040.407349
	Iteration 10Q: 3 clusters Score -4922932 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -4924021.500000 Penalty: 1040.407349
	Iteration 11Q: 3 clusters Score -4924022 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 72238 members 
Entering Unmasked Estep 
Score: -4925188.500000 Penalty: 1040.407349
	Iteration 12Q: 3 clusters Score -4925188 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 74367 members 
Entering Unmasked Estep 
Score: -4926315.000000 Penalty: 1040.407349
	Iteration 13Q: 3 clusters Score -4926315 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 76612 members 
Entering Unmasked Estep 
Score: -4927427.000000 Penalty: 1040.407349
	Iteration 14Q: 3 clusters Score -4927427 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -4928493.000000 Penalty: 1040.407349
	Iteration 15Q: 3 clusters Score -4928493 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -4929388.500000 Penalty: 1040.407349
	Iteration 16Q: 3 clusters Score -4929388 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 82489 members 
Entering Unmasked Estep 
Score: -4930141.000000 Penalty: 1040.407349
	Iteration 17Q: 3 clusters Score -4930141 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -4930784.500000 Penalty: 1040.407349
	Iteration 18Q: 3 clusters Score -4930784 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -4931252.000000 Penalty: 1040.407349
	Iteration 19Q: 3 clusters Score -4931252 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -4931684.000000 Penalty: 1040.407349
	Iteration 20F: 3 clusters Score -4931684 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -4931990.500000 Penalty: 1040.407349
	Iteration 21Q: 3 clusters Score -4931990 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 88576 members 
Entering Unmasked Estep 
Score: -4932179.000000 Penalty: 1040.407349
	Iteration 22Q: 3 clusters Score -4932179 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 89271 members 
Entering Unmasked Estep 
Score: -4932355.000000 Penalty: 1040.407349
	Iteration 23Q: 3 clusters Score -4932355 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -4932443.000000 Penalty: 1040.407349
	Iteration 24Q: 3 clusters Score -4932443 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 90283 members 
Entering Unmasked Estep 
Score: -4932511.500000 Penalty: 1040.407349
	Iteration 25Q: 3 clusters Score -4932512 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 90632 members 
Entering Unmasked Estep 
Score: -4932581.500000 Penalty: 1040.407349
	Iteration 26Q: 3 clusters Score -4932582 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -4932583.500000 Penalty: 1040.407349
	Iteration 27Q: 3 clusters Score -4932584 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
Score: -4932612.500000 Penalty: 1040.407349
	Iteration 28Q: 3 clusters Score -4932612 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -4932650.000000 Penalty: 1040.407349
	Iteration 29Q: 3 clusters Score -4932650 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -4932669.500000 Penalty: 1040.407349
	Iteration 30Q: 3 clusters Score -4932670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 91509 members 
Entering Unmasked Estep 
Score: -4932688.000000 Penalty: 1040.407349
	Iteration 31Q: 3 clusters Score -4932688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -4932671.500000 Penalty: 1040.407349
	Iteration 32Q: 3 clusters Score -4932672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -4932673.000000 Penalty: 1040.407349
	Iteration 33Q: 3 clusters Score -4932673 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -4932682.000000 Penalty: 1040.407349
	Iteration 34Q: 3 clusters Score -4932682 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -4932680.500000 Penalty: 1040.407349
	Iteration 35Q: 3 clusters Score -4932680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -4932675.000000 Penalty: 1040.407349
	Iteration 36Q: 3 clusters Score -4932675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 91839 members 
Entering Unmasked Estep 
Score: -4932657.500000 Penalty: 1040.407349
	Iteration 37Q: 3 clusters Score -4932658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -4932660.500000 Penalty: 1040.407349
	Iteration 38Q: 3 clusters Score -4932660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -4932652.500000 Penalty: 1040.407349
	Iteration 39Q: 3 clusters Score -4932652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -4932649.000000 Penalty: 1040.407349
	Iteration 40F: 3 clusters Score -4932649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 91955 members 
Entering Unmasked Estep 
Score: -4932648.000000 Penalty: 1040.407349
	Iteration 41Q: 3 clusters Score -4932648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -4932646.000000 Penalty: 1040.407349
	Iteration 42Q: 3 clusters Score -4932646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 91982 members 
Entering Unmasked Estep 
Score: -4932645.500000 Penalty: 1040.407349
	Iteration 43Q: 3 clusters Score -4932646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 91998 members 
Entering Unmasked Estep 
Score: -4932641.000000 Penalty: 1040.407349
	Iteration 44Q: 3 clusters Score -4932641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 92007 members 
Entering Unmasked Estep 
Score: -4932641.500000 Penalty: 1040.407349
	Iteration 45Q: 3 clusters Score -4932642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 92014 members 
Entering Unmasked Estep 
Score: -4932632.000000 Penalty: 1040.407349
	Iteration 46Q: 3 clusters Score -4932632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -4932632.000000 Penalty: 1040.407349
	Iteration 47Q: 3 clusters Score -4932632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 92018 members 
Entering Unmasked Estep 
Score: -4932630.500000 Penalty: 1040.407349
	Iteration 48Q: 3 clusters Score -4932630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 92018 members 
Entering Unmasked Estep 
Score: -4932630.500000 Penalty: 1040.407349
	Iteration 49F: 3 clusters Score -4932630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -26810.978516 Penalty: 281.659332
	Iteration 0F: 2 clusters Score -26810.98 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 235 members 
Entering Unmasked Estep 
Score: -26321.744141 Penalty: 563.318665
	Iteration 0F: 3 clusters Score -26321.74 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26424.744141 Penalty: 563.318665
	Iteration 1F: 3 clusters Score -26424.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26459.169922 Penalty: 563.318665
	Iteration 2F: 3 clusters Score -26459.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26473.652344 Penalty: 563.318665
	Iteration 3Q: 3 clusters Score -26473.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26484.507812 Penalty: 563.318665
	Iteration 4Q: 3 clusters Score -26484.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26492.937500 Penalty: 563.318665
	Iteration 5Q: 3 clusters Score -26492.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26497.066406 Penalty: 563.318665
	Iteration 6Q: 3 clusters Score -26497.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26501.253906 Penalty: 563.318665
	Iteration 7Q: 3 clusters Score -26501.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26505.218750 Penalty: 563.318665
	Iteration 8Q: 3 clusters Score -26505.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26514.033203 Penalty: 563.318665
	Iteration 9Q: 3 clusters Score -26514.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26524.269531 Penalty: 563.318665
	Iteration 10Q: 3 clusters Score -26524.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26529.601562 Penalty: 563.318665
	Iteration 11Q: 3 clusters Score -26529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26533.966797 Penalty: 563.318665
	Iteration 12Q: 3 clusters Score -26533.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26540.542969 Penalty: 563.318665
	Iteration 13Q: 3 clusters Score -26540.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26546.859375 Penalty: 563.318665
	Iteration 14Q: 3 clusters Score -26546.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26549.693359 Penalty: 563.318665
	Iteration 15Q: 3 clusters Score -26549.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26555.591797 Penalty: 563.318665
	Iteration 16Q: 3 clusters Score -26555.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26557.546875 Penalty: 563.318665
	Iteration 17Q: 3 clusters Score -26557.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26558.552734 Penalty: 563.318665
	Iteration 18Q: 3 clusters Score -26558.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26560.085938 Penalty: 563.318665
	Iteration 19Q: 3 clusters Score -26560.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26562.542969 Penalty: 563.318665
	Iteration 20F: 3 clusters Score -26562.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26563.162109 Penalty: 563.318665
	Iteration 21Q: 3 clusters Score -26563.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26563.162109 Penalty: 563.318665
	Iteration 22F: 3 clusters Score -26563.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -102331.781250 Penalty: 347.930847
	Iteration 0F: 2 clusters Score -102331.8 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 1062 members 
Entering Unmasked Estep 
Score: -100812.000000 Penalty: 695.861694
	Iteration 0F: 3 clusters Score -100812 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -101295.367188 Penalty: 695.861694
	Iteration 1F: 3 clusters Score -101295.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -101361.734375 Penalty: 695.861694
	Iteration 2F: 3 clusters Score -101361.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -101401.679688 Penalty: 695.861694
	Iteration 3Q: 3 clusters Score -101401.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -101441.281250 Penalty: 695.861694
	Iteration 4Q: 3 clusters Score -101441.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -101489.242188 Penalty: 695.861694
	Iteration 5Q: 3 clusters Score -101489.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -101543.570312 Penalty: 695.861694
	Iteration 6Q: 3 clusters Score -101543.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -101616.085938 Penalty: 695.861694
	Iteration 7Q: 3 clusters Score -101616.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -101694.648438 Penalty: 695.861694
	Iteration 8Q: 3 clusters Score -101694.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -101771.125000 Penalty: 695.861694
	Iteration 9Q: 3 clusters Score -101771.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -101844.296875 Penalty: 695.861694
	Iteration 10Q: 3 clusters Score -101844.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -101901.195312 Penalty: 695.861694
	Iteration 11Q: 3 clusters Score -101901.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -101951.398438 Penalty: 695.861694
	Iteration 12Q: 3 clusters Score -101951.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -101972.906250 Penalty: 695.861694
	Iteration 13Q: 3 clusters Score -101972.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -101987.992188 Penalty: 695.861694
	Iteration 14Q: 3 clusters Score -101988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -102004.609375 Penalty: 695.861694
	Iteration 15Q: 3 clusters Score -102004.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -102020.171875 Penalty: 695.861694
	Iteration 16Q: 3 clusters Score -102020.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -102027.640625 Penalty: 695.861694
	Iteration 17Q: 3 clusters Score -102027.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -102036.078125 Penalty: 695.861694
	Iteration 18Q: 3 clusters Score -102036.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -102042.171875 Penalty: 695.861694
	Iteration 19Q: 3 clusters Score -102042.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -102048.187500 Penalty: 695.861694
	Iteration 20F: 3 clusters Score -102048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -102051.867188 Penalty: 695.861694
	Iteration 21Q: 3 clusters Score -102051.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -102055.453125 Penalty: 695.861694
	Iteration 22Q: 3 clusters Score -102055.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -102059.281250 Penalty: 695.861694
	Iteration 23Q: 3 clusters Score -102059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -102061.031250 Penalty: 695.861694
	Iteration 24Q: 3 clusters Score -102061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -102061.484375 Penalty: 695.861694
	Iteration 25Q: 3 clusters Score -102061.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -102062.359375 Penalty: 695.861694
	Iteration 26Q: 3 clusters Score -102062.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -102063.398438 Penalty: 695.861694
	Iteration 27Q: 3 clusters Score -102063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -102063.523438 Penalty: 695.861694
	Iteration 28Q: 3 clusters Score -102063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -102063.523438 Penalty: 695.861694
	Iteration 29F: 3 clusters Score -102063.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (136813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136813 members 
Entering Unmasked Estep 
Score: -7109900.500000 Penalty: 538.099854
	Iteration 0F: 2 clusters Score -7109900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -7017791.500000 Penalty: 1076.199707
	Iteration 0F: 3 clusters Score -7017792 nChanged 67178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -7059109.000000 Penalty: 1076.199707
	Iteration 1F: 3 clusters Score -7059109 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -7060923.500000 Penalty: 1076.199707
	Iteration 2Q: 3 clusters Score -7060924 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 80460 members 
Entering Unmasked Estep 
Score: -7063405.000000 Penalty: 1076.199707
	Iteration 3Q: 3 clusters Score -7063405 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -7067117.000000 Penalty: 1076.199707
	Iteration 4F: 3 clusters Score -7067117 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -7072676.500000 Penalty: 1076.199707
	Iteration 5F: 3 clusters Score -7072676 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 100036 members 
Entering Unmasked Estep 
Score: -7080233.000000 Penalty: 1076.199707
	Iteration 6F: 3 clusters Score -7080233 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 107257 members 
Entering Unmasked Estep 
Score: -7087823.500000 Penalty: 1076.199707
	Iteration 7F: 3 clusters Score -7087824 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 112829 members 
Entering Unmasked Estep 
Score: -7093278.500000 Penalty: 1076.199707
	Iteration 8Q: 3 clusters Score -7093278 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 117089 members 
Entering Unmasked Estep 
Score: -7096601.000000 Penalty: 1076.199707
	Iteration 9Q: 3 clusters Score -7096601 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 120779 members 
Entering Unmasked Estep 
Score: -7098937.000000 Penalty: 1076.199707
	Iteration 10Q: 3 clusters Score -7098937 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 124077 members 
Entering Unmasked Estep 
Score: -7100969.000000 Penalty: 1076.199707
	Iteration 11Q: 3 clusters Score -7100969 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 126955 members 
Entering Unmasked Estep 
Score: -7102744.500000 Penalty: 1076.199707
	Iteration 12Q: 3 clusters Score -7102744 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 129483 members 
Entering Unmasked Estep 
Score: -7104482.000000 Penalty: 1076.199707
	Iteration 13Q: 3 clusters Score -7104482 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 131582 members 
Entering Unmasked Estep 
Score: -7105943.500000 Penalty: 1076.199707
	Iteration 14Q: 3 clusters Score -7105944 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 133181 members 
Entering Unmasked Estep 
Score: -7107099.500000 Penalty: 1076.199707
	Iteration 15Q: 3 clusters Score -7107100 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 134413 members 
Entering Unmasked Estep 
Score: -7107956.500000 Penalty: 1076.199707
	Iteration 16Q: 3 clusters Score -7107956 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 135269 members 
Entering Unmasked Estep 
Score: -7108565.000000 Penalty: 1076.199707
	Iteration 17Q: 3 clusters Score -7108565 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 135812 members 
Entering Unmasked Estep 
Score: -7108943.000000 Penalty: 1076.199707
	Iteration 18Q: 3 clusters Score -7108943 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 136152 members 
Entering Unmasked Estep 
Score: -7109174.000000 Penalty: 1076.199707
	Iteration 19Q: 3 clusters Score -7109174 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 136370 members 
Entering Unmasked Estep 
Score: -7109322.500000 Penalty: 1076.199707
	Iteration 20F: 3 clusters Score -7109322 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 136475 members 
Entering Unmasked Estep 
Score: -7109396.000000 Penalty: 1076.199707
	Iteration 21Q: 3 clusters Score -7109396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 136524 members 
Entering Unmasked Estep 
Score: -7109453.000000 Penalty: 1076.199707
	Iteration 22Q: 3 clusters Score -7109453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 136557 members 
Entering Unmasked Estep 
Score: -7109483.500000 Penalty: 1076.199707
	Iteration 23Q: 3 clusters Score -7109484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 136578 members 
Entering Unmasked Estep 
Score: -7109492.500000 Penalty: 1076.199707
	Iteration 24Q: 3 clusters Score -7109492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 136594 members 
Entering Unmasked Estep 
Score: -7109509.000000 Penalty: 1076.199707
	Iteration 25Q: 3 clusters Score -7109509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 136601 members 
Entering Unmasked Estep 
Score: -7109518.500000 Penalty: 1076.199707
	Iteration 26Q: 3 clusters Score -7109518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 136608 members 
Entering Unmasked Estep 
Score: -7109522.000000 Penalty: 1076.199707
	Iteration 27Q: 3 clusters Score -7109522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 136616 members 
Entering Unmasked Estep 
Score: -7109523.000000 Penalty: 1076.199707
	Iteration 28Q: 3 clusters Score -7109523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 136620 members 
Entering Unmasked Estep 
Score: -7109522.000000 Penalty: 1076.199707
	Iteration 29Q: 3 clusters Score -7109522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 136622 members 
Entering Unmasked Estep 
Score: -7109524.500000 Penalty: 1076.199707
	Iteration 30Q: 3 clusters Score -7109524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 136622 members 
Entering Unmasked Estep 
Score: -7109524.500000 Penalty: 1076.199707
	Iteration 31Q: 3 clusters Score -7109524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 136621 members 
Entering Unmasked Estep 
Score: -7109526.500000 Penalty: 1076.199707
	Iteration 32Q: 3 clusters Score -7109526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 136619 members 
Entering Unmasked Estep 
Score: -7109530.000000 Penalty: 1076.199707
	Iteration 33Q: 3 clusters Score -7109530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 136620 members 
Entering Unmasked Estep 
Score: -7109532.000000 Penalty: 1076.199707
	Iteration 34Q: 3 clusters Score -7109532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 136621 members 
Entering Unmasked Estep 
Score: -7109532.000000 Penalty: 1076.199707
	Iteration 35Q: 3 clusters Score -7109532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 136622 members 
Entering Unmasked Estep 
Score: -7109526.500000 Penalty: 1076.199707
	Iteration 36Q: 3 clusters Score -7109526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 136623 members 
Entering Unmasked Estep 
Score: -7109529.500000 Penalty: 1076.199707
	Iteration 37Q: 3 clusters Score -7109530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 136623 members 
Entering Unmasked Estep 
Score: -7109529.500000 Penalty: 1076.199707
	Iteration 38F: 3 clusters Score -7109530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (17950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Entering Unmasked Estep 
Score: -938203.687500 Penalty: 445.688202
	Iteration 0F: 2 clusters Score -938203.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -926155.062500 Penalty: 891.376404
	Iteration 0F: 3 clusters Score -926155.1 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -931000.062500 Penalty: 891.376404
	Iteration 1F: 3 clusters Score -931000.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -931211.312500 Penalty: 891.376404
	Iteration 2Q: 3 clusters Score -931211.3 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -931535.250000 Penalty: 891.376404
	Iteration 3Q: 3 clusters Score -931535.2 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -932077.062500 Penalty: 891.376404
	Iteration 4F: 3 clusters Score -932077.1 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -933019.437500 Penalty: 891.376404
	Iteration 5F: 3 clusters Score -933019.4 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -934553.687500 Penalty: 891.376404
	Iteration 6F: 3 clusters Score -934553.7 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -936200.187500 Penalty: 891.376404
	Iteration 7F: 3 clusters Score -936200.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -937269.062500 Penalty: 891.376404
	Iteration 8F: 3 clusters Score -937269.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -937674.687500 Penalty: 891.376404
	Iteration 9Q: 3 clusters Score -937674.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -937776.562500 Penalty: 891.376404
	Iteration 10Q: 3 clusters Score -937776.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -937794.312500 Penalty: 891.376404
	Iteration 11Q: 3 clusters Score -937794.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -937802.687500 Penalty: 891.376404
	Iteration 12Q: 3 clusters Score -937802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -937806.687500 Penalty: 891.376404
	Iteration 13Q: 3 clusters Score -937806.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -937806.687500 Penalty: 891.376404
	Iteration 14F: 3 clusters Score -937806.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (69688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69688 members 
Entering Unmasked Estep 
Score: -3788306.000000 Penalty: 507.406128
	Iteration 0F: 2 clusters Score -3788306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -3741341.500000 Penalty: 1014.812256
	Iteration 0F: 3 clusters Score -3741342 nChanged 33920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3763268.250000 Penalty: 1014.812256
	Iteration 1F: 3 clusters Score -3763268 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3765701.000000 Penalty: 1014.812256
	Iteration 2F: 3 clusters Score -3765701 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3769751.250000 Penalty: 1014.812256
	Iteration 3F: 3 clusters Score -3769751 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3775379.000000 Penalty: 1014.812256
	Iteration 4F: 3 clusters Score -3775379 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -3781026.500000 Penalty: 1014.812256
	Iteration 5F: 3 clusters Score -3781026 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3784786.250000 Penalty: 1014.812256
	Iteration 6F: 3 clusters Score -3784786 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3786523.750000 Penalty: 1014.812256
	Iteration 7Q: 3 clusters Score -3786524 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68672 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3787257.250000 Penalty: 1014.812256
	Iteration 8Q: 3 clusters Score -3787257 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3787579.250000 Penalty: 1014.812256
	Iteration 9Q: 3 clusters Score -3787579 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3787703.500000 Penalty: 1014.812256
	Iteration 10Q: 3 clusters Score -3787704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3787762.500000 Penalty: 1014.812256
	Iteration 11Q: 3 clusters Score -3787762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3787788.750000 Penalty: 1014.812256
	Iteration 12Q: 3 clusters Score -3787789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3787812.000000 Penalty: 1014.812256
	Iteration 13Q: 3 clusters Score -3787812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3787816.000000 Penalty: 1014.812256
	Iteration 14Q: 3 clusters Score -3787816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3787818.000000 Penalty: 1014.812256
	Iteration 15Q: 3 clusters Score -3787818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69377 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3787836.250000 Penalty: 1014.812256
	Iteration 16Q: 3 clusters Score -3787836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3787842.000000 Penalty: 1014.812256
	Iteration 17Q: 3 clusters Score -3787842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3787845.750000 Penalty: 1014.812256
	Iteration 18Q: 3 clusters Score -3787846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3787854.750000 Penalty: 1014.812256
	Iteration 19Q: 3 clusters Score -3787855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3787855.500000 Penalty: 1014.812256
	Iteration 20F: 3 clusters Score -3787856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3787864.250000 Penalty: 1014.812256
	Iteration 21Q: 3 clusters Score -3787864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3787868.000000 Penalty: 1014.812256
	Iteration 22Q: 3 clusters Score -3787868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3787872.250000 Penalty: 1014.812256
	Iteration 23Q: 3 clusters Score -3787872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3787871.500000 Penalty: 1014.812256
	Iteration 24Q: 3 clusters Score -3787872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3787870.500000 Penalty: 1014.812256
	Iteration 25Q: 3 clusters Score -3787870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69454 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3787875.750000 Penalty: 1014.812256
	Iteration 26Q: 3 clusters Score -3787876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3787881.250000 Penalty: 1014.812256
	Iteration 27Q: 3 clusters Score -3787881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3787884.250000 Penalty: 1014.812256
	Iteration 28Q: 3 clusters Score -3787884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3787884.250000 Penalty: 1014.812256
	Iteration 29Q: 3 clusters Score -3787884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3787887.250000 Penalty: 1014.812256
	Iteration 30Q: 3 clusters Score -3787887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3787886.750000 Penalty: 1014.812256
	Iteration 31Q: 3 clusters Score -3787887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3787888.000000 Penalty: 1014.812256
	Iteration 32Q: 3 clusters Score -3787888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3787888.500000 Penalty: 1014.812256
	Iteration 33Q: 3 clusters Score -3787888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3787888.500000 Penalty: 1014.812256
	Iteration 34Q: 3 clusters Score -3787888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3787891.250000 Penalty: 1014.812256
	Iteration 35Q: 3 clusters Score -3787891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3787896.500000 Penalty: 1014.812256
	Iteration 36Q: 3 clusters Score -3787896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3787898.250000 Penalty: 1014.812256
	Iteration 37Q: 3 clusters Score -3787898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69469 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3787900.500000 Penalty: 1014.812256
	Iteration 38Q: 3 clusters Score -3787900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3787901.000000 Penalty: 1014.812256
	Iteration 39Q: 3 clusters Score -3787901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3787900.250000 Penalty: 1014.812256
	Iteration 40F: 3 clusters Score -3787900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3787901.000000 Penalty: 1014.812256
	Iteration 41Q: 3 clusters Score -3787901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3787901.000000 Penalty: 1014.812256
	Iteration 42F: 3 clusters Score -3787901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (64455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Entering Unmasked Estep 
Score: -3575828.250000 Penalty: 503.854401
	Iteration 0F: 2 clusters Score -3575828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -3532730.250000 Penalty: 1007.708801
	Iteration 0F: 3 clusters Score -3532730 nChanged 31275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3553722.250000 Penalty: 1007.708801
	Iteration 1F: 3 clusters Score -3553722 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3556639.500000 Penalty: 1007.708801
	Iteration 2F: 3 clusters Score -3556640 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3561514.500000 Penalty: 1007.708801
	Iteration 3F: 3 clusters Score -3561514 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3567073.750000 Penalty: 1007.708801
	Iteration 4F: 3 clusters Score -3567074 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3570473.250000 Penalty: 1007.708801
	Iteration 5F: 3 clusters Score -3570473 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3572300.000000 Penalty: 1007.708801
	Iteration 6Q: 3 clusters Score -3572300 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3573381.750000 Penalty: 1007.708801
	Iteration 7Q: 3 clusters Score -3573382 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -3573994.500000 Penalty: 1007.708801
	Iteration 8Q: 3 clusters Score -3573994 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3574354.500000 Penalty: 1007.708801
	Iteration 9Q: 3 clusters Score -3574354 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3574550.500000 Penalty: 1007.708801
	Iteration 10Q: 3 clusters Score -3574550 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -3574655.000000 Penalty: 1007.708801
	Iteration 11Q: 3 clusters Score -3574655 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -3574688.500000 Penalty: 1007.708801
	Iteration 12Q: 3 clusters Score -3574688 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -3574701.250000 Penalty: 1007.708801
	Iteration 13Q: 3 clusters Score -3574701 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -3574691.750000 Penalty: 1007.708801
	Iteration 14Q: 3 clusters Score -3574692 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -3574672.000000 Penalty: 1007.708801
	Iteration 15Q: 3 clusters Score -3574672 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -3574679.000000 Penalty: 1007.708801
	Iteration 16Q: 3 clusters Score -3574679 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -3574680.500000 Penalty: 1007.708801
	Iteration 17Q: 3 clusters Score -3574680 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3574677 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3574686 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3574684 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3574662 nChanged 495
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3574661 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3574654 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3574654 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3574653 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3574673 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3574675 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3574704 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3574690 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3574697 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3574698 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3574699 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3574713 nChanged 286
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3574725 nChanged 320
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3574711 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3574694 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3574705 nChanged 250
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3574710 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3574708 nChanged 257
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3574716 nChanged 247
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Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3574732 nChanged 333
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Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3574740 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3574739 nChanged 82
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Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3574736 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3574737 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3574733 nChanged 138
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Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3574728 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3574739 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3574739 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3574745 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3574741 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3574755 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3574754 nChanged 127
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Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3574755 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3574751 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3574751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3574744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3574746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3574755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -3574750.000000 Penalty: 1007.708801
	Iteration 60F: 3 clusters Score -3574750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3574756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3574759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3574756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3574753 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3574760 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3574755 nChanged 14
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Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3574756 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3574754 nChanged 29
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Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 46255 members 
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	Iteration 69Q: 3 clusters Score -3574756 nChanged 43
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Mstep: Class 1 contains 18157 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3574763 nChanged 82
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Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 46380 members 
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	Iteration 71Q: 3 clusters Score -3574768 nChanged 90
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Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3574773 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3574775 nChanged 43
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Mstep: Class 1 contains 17869 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3574778 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3574773 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3574776 nChanged 9
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Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 46610 members 
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	Iteration 77Q: 3 clusters Score -3574779 nChanged 28
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Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3574783 nChanged 35
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Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3574787 nChanged 4
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Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3574783 nChanged 1
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Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3574786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3574780 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3574781 nChanged 3
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Mstep: Class 1 contains 17801 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3574778 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3574774 nChanged 39
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Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3574783 nChanged 6
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Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3574780 nChanged 27
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Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3574778 nChanged 32
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Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 46638 members 
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	Iteration 89Q: 3 clusters Score -3574778 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3574778 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3574781 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3574790 nChanged 3
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Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3574790 nChanged 16
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Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3574784 nChanged 1
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	Iteration 95Q: 3 clusters Score -3574787 nChanged 9
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	Iteration 96Q: 3 clusters Score -3574784 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17766 members 
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	Iteration 97Q: 3 clusters Score -3574780 nChanged 9
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Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3574788 nChanged 6
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Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3574790 nChanged 6
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3574777 nChanged 27
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Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3574778 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17760 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3574782 nChanged 2
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	Iteration 103Q: 3 clusters Score -3574783 nChanged 2
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	Iteration 104Q: 3 clusters Score -3574782 nChanged 7
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	Iteration 105Q: 3 clusters Score -3574778 nChanged 30
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3574771 nChanged 32
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	Iteration 107Q: 3 clusters Score -3574777 nChanged 25
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	Iteration 108Q: 3 clusters Score -3574776 nChanged 4
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3574776 nChanged 45
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3574788 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -3574789.250000 Penalty: 1007.708801
	Iteration 111Q: 3 clusters Score -3574789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -3574791.750000 Penalty: 1007.708801
	Iteration 112Q: 3 clusters Score -3574792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -3574789.000000 Penalty: 1007.708801
	Iteration 113Q: 3 clusters Score -3574789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -3574789.000000 Penalty: 1007.708801
	Iteration 114F: 3 clusters Score -3574789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Entering Unmasked Estep 
Score: -4202.348633 Penalty: 215.894409
	Iteration 0F: 2 clusters Score -4202.349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -4028.132812 Penalty: 431.788818
	Iteration 0F: 3 clusters Score -4028.133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -4080.148926 Penalty: 431.788818
	Iteration 1F: 3 clusters Score -4080.149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4095.750244 Penalty: 431.788818
	Iteration 2F: 3 clusters Score -4095.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -4125.685547 Penalty: 431.788818
	Iteration 3F: 3 clusters Score -4125.686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4138.417969 Penalty: 431.788818
	Iteration 4Q: 3 clusters Score -4138.418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -4142.991699 Penalty: 431.788818
	Iteration 5Q: 3 clusters Score -4142.992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -4146.877441 Penalty: 431.788818
	Iteration 6Q: 3 clusters Score -4146.877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4147.972168 Penalty: 431.788818
	Iteration 7Q: 3 clusters Score -4147.972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -4147.972168 Penalty: 431.788818
	Iteration 8F: 3 clusters Score -4147.972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Entering Unmasked Estep 
Score: -895860.625000 Penalty: 441.800568
	Iteration 0F: 2 clusters Score -895860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -884829.812500 Penalty: 883.601135
	Iteration 0F: 3 clusters Score -884829.8 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -889356.687500 Penalty: 883.601135
	Iteration 1F: 3 clusters Score -889356.7 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -889664.812500 Penalty: 883.601135
	Iteration 2F: 3 clusters Score -889664.8 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -890086.250000 Penalty: 883.601135
	Iteration 3F: 3 clusters Score -890086.2 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -890698.062500 Penalty: 883.601135
	Iteration 4F: 3 clusters Score -890698.1 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -891522.437500 Penalty: 883.601135
	Iteration 5F: 3 clusters Score -891522.4 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -892530.625000 Penalty: 883.601135
	Iteration 6F: 3 clusters Score -892530.6 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -893537.937500 Penalty: 883.601135
	Iteration 7F: 3 clusters Score -893537.9 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -894391.437500 Penalty: 883.601135
	Iteration 8F: 3 clusters Score -894391.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -894968.250000 Penalty: 883.601135
	Iteration 9Q: 3 clusters Score -894968.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -895265.562500 Penalty: 883.601135
	Iteration 10Q: 3 clusters Score -895265.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -895385.312500 Penalty: 883.601135
	Iteration 11Q: 3 clusters Score -895385.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -895429.875000 Penalty: 883.601135
	Iteration 12Q: 3 clusters Score -895429.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -895441.187500 Penalty: 883.601135
	Iteration 13Q: 3 clusters Score -895441.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -895453.125000 Penalty: 883.601135
	Iteration 14Q: 3 clusters Score -895453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -895461.125000 Penalty: 883.601135
	Iteration 15Q: 3 clusters Score -895461.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -895470.750000 Penalty: 883.601135
	Iteration 16Q: 3 clusters Score -895470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -895479.687500 Penalty: 883.601135
	Iteration 17Q: 3 clusters Score -895479.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -895487.187500 Penalty: 883.601135
	Iteration 18Q: 3 clusters Score -895487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -895491.500000 Penalty: 883.601135
	Iteration 19Q: 3 clusters Score -895491.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -895495.937500 Penalty: 883.601135
	Iteration 20F: 3 clusters Score -895495.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -895499.562500 Penalty: 883.601135
	Iteration 21Q: 3 clusters Score -895499.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -895501.000000 Penalty: 883.601135
	Iteration 22Q: 3 clusters Score -895501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -895502.250000 Penalty: 883.601135
	Iteration 23Q: 3 clusters Score -895502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -895504.500000 Penalty: 883.601135
	Iteration 24Q: 3 clusters Score -895504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -895504.437500 Penalty: 883.601135
	Iteration 25Q: 3 clusters Score -895504.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -895504.437500 Penalty: 883.601135
	Iteration 26F: 3 clusters Score -895504.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Entering Unmasked Estep 
Score: -305900.625000 Penalty: 393.101227
	Iteration 0F: 2 clusters Score -305900.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -302092.250000 Penalty: 786.202454
	Iteration 0F: 3 clusters Score -302092.2 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -303459.937500 Penalty: 786.202454
	Iteration 1F: 3 clusters Score -303459.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -303579.687500 Penalty: 786.202454
	Iteration 2F: 3 clusters Score -303579.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -303722.968750 Penalty: 786.202454
	Iteration 3F: 3 clusters Score -303723 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -303907.656250 Penalty: 786.202454
	Iteration 4F: 3 clusters Score -303907.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -304128.031250 Penalty: 786.202454
	Iteration 5F: 3 clusters Score -304128 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -304397.031250 Penalty: 786.202454
	Iteration 6F: 3 clusters Score -304397 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -304730.625000 Penalty: 786.202454
	Iteration 7F: 3 clusters Score -304730.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -305017.000000 Penalty: 786.202454
	Iteration 8F: 3 clusters Score -305017 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -305283.218750 Penalty: 786.202454
	Iteration 9Q: 3 clusters Score -305283.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -305469.125000 Penalty: 786.202454
	Iteration 10Q: 3 clusters Score -305469.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -305546.343750 Penalty: 786.202454
	Iteration 11Q: 3 clusters Score -305546.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -305585.031250 Penalty: 786.202454
	Iteration 12Q: 3 clusters Score -305585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -305609.468750 Penalty: 786.202454
	Iteration 13Q: 3 clusters Score -305609.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -305623.968750 Penalty: 786.202454
	Iteration 14Q: 3 clusters Score -305624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -305632.718750 Penalty: 786.202454
	Iteration 15Q: 3 clusters Score -305632.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -305637.750000 Penalty: 786.202454
	Iteration 16Q: 3 clusters Score -305637.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -305642.062500 Penalty: 786.202454
	Iteration 17Q: 3 clusters Score -305642.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -305643.406250 Penalty: 786.202454
	Iteration 18Q: 3 clusters Score -305643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -305644.750000 Penalty: 786.202454
	Iteration 19Q: 3 clusters Score -305644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -305645.000000 Penalty: 786.202454
	Iteration 20F: 3 clusters Score -305645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -305646.281250 Penalty: 786.202454
	Iteration 21Q: 3 clusters Score -305646.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -305647.750000 Penalty: 786.202454
	Iteration 22Q: 3 clusters Score -305647.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -305647.937500 Penalty: 786.202454
	Iteration 23Q: 3 clusters Score -305647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -305648.312500 Penalty: 786.202454
	Iteration 24Q: 3 clusters Score -305648.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -305648.312500 Penalty: 786.202454
	Iteration 25F: 3 clusters Score -305648.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (65178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Entering Unmasked Estep 
Score: -3597782.000000 Penalty: 504.361908
	Iteration 0F: 2 clusters Score -3597782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -3553929.750000 Penalty: 1008.723816
	Iteration 0F: 3 clusters Score -3553930 nChanged 31689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -3575211.000000 Penalty: 1008.723816
	Iteration 1F: 3 clusters Score -3575211 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -3578095.500000 Penalty: 1008.723816
	Iteration 2F: 3 clusters Score -3578096 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -3582095.500000 Penalty: 1008.723816
	Iteration 3F: 3 clusters Score -3582096 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -3586411.500000 Penalty: 1008.723816
	Iteration 4F: 3 clusters Score -3586412 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -3589773.250000 Penalty: 1008.723816
	Iteration 5F: 3 clusters Score -3589773 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -3591992.000000 Penalty: 1008.723816
	Iteration 6Q: 3 clusters Score -3591992 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -3593498.250000 Penalty: 1008.723816
	Iteration 7Q: 3 clusters Score -3593498 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -3594586.500000 Penalty: 1008.723816
	Iteration 8Q: 3 clusters Score -3594586 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -3595410.500000 Penalty: 1008.723816
	Iteration 9Q: 3 clusters Score -3595410 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -3595997.250000 Penalty: 1008.723816
	Iteration 10Q: 3 clusters Score -3595997 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -3596417.750000 Penalty: 1008.723816
	Iteration 11Q: 3 clusters Score -3596418 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -3596731.750000 Penalty: 1008.723816
	Iteration 12Q: 3 clusters Score -3596732 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -3596911.500000 Penalty: 1008.723816
	Iteration 13Q: 3 clusters Score -3596912 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -3597019.500000 Penalty: 1008.723816
	Iteration 14Q: 3 clusters Score -3597020 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -3597092.500000 Penalty: 1008.723816
	Iteration 15Q: 3 clusters Score -3597092 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 64673 members 
Entering Unmasked Estep 
Score: -3597150.250000 Penalty: 1008.723816
	Iteration 16Q: 3 clusters Score -3597150 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -3597205.000000 Penalty: 1008.723816
	Iteration 17Q: 3 clusters Score -3597205 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -3597230.750000 Penalty: 1008.723816
	Iteration 18Q: 3 clusters Score -3597231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -3597250.500000 Penalty: 1008.723816
	Iteration 19Q: 3 clusters Score -3597250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -3597276.500000 Penalty: 1008.723816
	Iteration 20F: 3 clusters Score -3597276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64910 members 
Entering Unmasked Estep 
Score: -3597299.250000 Penalty: 1008.723816
	Iteration 21Q: 3 clusters Score -3597299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -3597318.250000 Penalty: 1008.723816
	Iteration 22Q: 3 clusters Score -3597318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -3597330.250000 Penalty: 1008.723816
	Iteration 23Q: 3 clusters Score -3597330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -3597340.000000 Penalty: 1008.723816
	Iteration 24Q: 3 clusters Score -3597340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -3597338.500000 Penalty: 1008.723816
	Iteration 25Q: 3 clusters Score -3597338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 64981 members 
Entering Unmasked Estep 
Score: -3597339.250000 Penalty: 1008.723816
	Iteration 26Q: 3 clusters Score -3597339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -3597342.250000 Penalty: 1008.723816
	Iteration 27Q: 3 clusters Score -3597342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -3597342.250000 Penalty: 1008.723816
	Iteration 28F: 3 clusters Score -3597342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (22696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Entering Unmasked Estep 
Score: -1283463.000000 Penalty: 456.362457
	Iteration 0F: 2 clusters Score -1283463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1268323.625000 Penalty: 912.724915
	Iteration 0F: 3 clusters Score -1268324 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1274510.000000 Penalty: 912.724915
	Iteration 1F: 3 clusters Score -1274510 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1274919.125000 Penalty: 912.724915
	Iteration 2Q: 3 clusters Score -1274919 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1275609.875000 Penalty: 912.724915
	Iteration 3F: 3 clusters Score -1275610 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -1276701.125000 Penalty: 912.724915
	Iteration 4F: 3 clusters Score -1276701 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1278298.500000 Penalty: 912.724915
	Iteration 5F: 3 clusters Score -1278298 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1279955.375000 Penalty: 912.724915
	Iteration 6F: 3 clusters Score -1279955 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -1281305.625000 Penalty: 912.724915
	Iteration 7F: 3 clusters Score -1281306 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -1282063.125000 Penalty: 912.724915
	Iteration 8Q: 3 clusters Score -1282063 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -1282481.750000 Penalty: 912.724915
	Iteration 9Q: 3 clusters Score -1282482 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -1282694.250000 Penalty: 912.724915
	Iteration 10Q: 3 clusters Score -1282694 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -1282809.250000 Penalty: 912.724915
	Iteration 11Q: 3 clusters Score -1282809 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -1282896.250000 Penalty: 912.724915
	Iteration 12Q: 3 clusters Score -1282896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -1282947.125000 Penalty: 912.724915
	Iteration 13Q: 3 clusters Score -1282947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -1282990.375000 Penalty: 912.724915
	Iteration 14Q: 3 clusters Score -1282990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -1283011.750000 Penalty: 912.724915
	Iteration 15Q: 3 clusters Score -1283012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -1283027.625000 Penalty: 912.724915
	Iteration 16Q: 3 clusters Score -1283028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -1283054.125000 Penalty: 912.724915
	Iteration 17Q: 3 clusters Score -1283054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -1283062.750000 Penalty: 912.724915
	Iteration 18Q: 3 clusters Score -1283063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -1283068.250000 Penalty: 912.724915
	Iteration 19Q: 3 clusters Score -1283068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -1283066.750000 Penalty: 912.724915
	Iteration 20F: 3 clusters Score -1283067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -1283074.625000 Penalty: 912.724915
	Iteration 21Q: 3 clusters Score -1283075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -1283074.375000 Penalty: 912.724915
	Iteration 22Q: 3 clusters Score -1283074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -1283074.375000 Penalty: 912.724915
	Iteration 23F: 3 clusters Score -1283074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -280635.562500 Penalty: 389.000763
	Iteration 0F: 2 clusters Score -280635.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -277173.812500 Penalty: 778.001526
	Iteration 0F: 3 clusters Score -277173.8 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -278423.437500 Penalty: 778.001526
	Iteration 1F: 3 clusters Score -278423.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -278557.937500 Penalty: 778.001526
	Iteration 2F: 3 clusters Score -278557.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -278708.875000 Penalty: 778.001526
	Iteration 3F: 3 clusters Score -278708.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -278985.687500 Penalty: 778.001526
	Iteration 4F: 3 clusters Score -278985.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -279351.281250 Penalty: 778.001526
	Iteration 5F: 3 clusters Score -279351.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -279703.062500 Penalty: 778.001526
	Iteration 6F: 3 clusters Score -279703.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -279974.718750 Penalty: 778.001526
	Iteration 7F: 3 clusters Score -279974.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -280112.781250 Penalty: 778.001526
	Iteration 8Q: 3 clusters Score -280112.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -280173.718750 Penalty: 778.001526
	Iteration 9Q: 3 clusters Score -280173.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -280211.187500 Penalty: 778.001526
	Iteration 10Q: 3 clusters Score -280211.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -280227.718750 Penalty: 778.001526
	Iteration 11Q: 3 clusters Score -280227.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -280244.062500 Penalty: 778.001526
	Iteration 12Q: 3 clusters Score -280244.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -280252.406250 Penalty: 778.001526
	Iteration 13Q: 3 clusters Score -280252.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -280259.500000 Penalty: 778.001526
	Iteration 14Q: 3 clusters Score -280259.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -280267.656250 Penalty: 778.001526
	Iteration 15Q: 3 clusters Score -280267.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -280274.156250 Penalty: 778.001526
	Iteration 16Q: 3 clusters Score -280274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -280279.812500 Penalty: 778.001526
	Iteration 17Q: 3 clusters Score -280279.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -280287.843750 Penalty: 778.001526
	Iteration 18Q: 3 clusters Score -280287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -280290.187500 Penalty: 778.001526
	Iteration 19Q: 3 clusters Score -280290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -280292.125000 Penalty: 778.001526
	Iteration 20F: 3 clusters Score -280292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -280292.562500 Penalty: 778.001526
	Iteration 21Q: 3 clusters Score -280292.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -280292.562500 Penalty: 778.001526
	Iteration 22F: 3 clusters Score -280292.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (5174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Entering Unmasked Estep 
Score: -269243.937500 Penalty: 389.088745
	Iteration 0F: 2 clusters Score -269243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -265747.687500 Penalty: 778.177490
	Iteration 0F: 3 clusters Score -265747.7 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -267022.968750 Penalty: 778.177490
	Iteration 1F: 3 clusters Score -267023 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -267205.468750 Penalty: 778.177490
	Iteration 2F: 3 clusters Score -267205.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -267471.625000 Penalty: 778.177490
	Iteration 3F: 3 clusters Score -267471.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -267797.000000 Penalty: 778.177490
	Iteration 4F: 3 clusters Score -267797 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -268177.593750 Penalty: 778.177490
	Iteration 5F: 3 clusters Score -268177.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -268515.500000 Penalty: 778.177490
	Iteration 6F: 3 clusters Score -268515.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -268744.968750 Penalty: 778.177490
	Iteration 7Q: 3 clusters Score -268745 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -268859.062500 Penalty: 778.177490
	Iteration 8Q: 3 clusters Score -268859.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -268901.125000 Penalty: 778.177490
	Iteration 9Q: 3 clusters Score -268901.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -268922.343750 Penalty: 778.177490
	Iteration 10Q: 3 clusters Score -268922.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -268933.531250 Penalty: 778.177490
	Iteration 11Q: 3 clusters Score -268933.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -268940.250000 Penalty: 778.177490
	Iteration 12Q: 3 clusters Score -268940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -268944.062500 Penalty: 778.177490
	Iteration 13Q: 3 clusters Score -268944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -268945.468750 Penalty: 778.177490
	Iteration 14Q: 3 clusters Score -268945.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -268945.468750 Penalty: 778.177490
	Iteration 15F: 3 clusters Score -268945.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (32075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Entering Unmasked Estep 
Score: -1798054.875000 Penalty: 472.100372
	Iteration 0F: 2 clusters Score -1798055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1776810.625000 Penalty: 944.200745
	Iteration 0F: 3 clusters Score -1776811 nChanged 15300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1786303.500000 Penalty: 944.200745
	Iteration 1F: 3 clusters Score -1786304 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1787265.125000 Penalty: 944.200745
	Iteration 2F: 3 clusters Score -1787265 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -1788680.625000 Penalty: 944.200745
	Iteration 3F: 3 clusters Score -1788681 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -1790540.500000 Penalty: 944.200745
	Iteration 4F: 3 clusters Score -1790540 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -1792309.000000 Penalty: 944.200745
	Iteration 5F: 3 clusters Score -1792309 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -1793532.750000 Penalty: 944.200745
	Iteration 6Q: 3 clusters Score -1793533 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -1794192.125000 Penalty: 944.200745
	Iteration 7Q: 3 clusters Score -1794192 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -1794659.750000 Penalty: 944.200745
	Iteration 8Q: 3 clusters Score -1794660 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -1795097.500000 Penalty: 944.200745
	Iteration 9Q: 3 clusters Score -1795098 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -1795507.125000 Penalty: 944.200745
	Iteration 10Q: 3 clusters Score -1795507 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -1795870.500000 Penalty: 944.200745
	Iteration 11Q: 3 clusters Score -1795870 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -1796226.875000 Penalty: 944.200745
	Iteration 12Q: 3 clusters Score -1796227 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -1796548.750000 Penalty: 944.200745
	Iteration 13Q: 3 clusters Score -1796549 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -1796826.250000 Penalty: 944.200745
	Iteration 14Q: 3 clusters Score -1796826 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -1797013.250000 Penalty: 944.200745
	Iteration 15Q: 3 clusters Score -1797013 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -1797162.875000 Penalty: 944.200745
	Iteration 16Q: 3 clusters Score -1797163 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -1797296.500000 Penalty: 944.200745
	Iteration 17Q: 3 clusters Score -1797296 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -1797398.625000 Penalty: 944.200745
	Iteration 18Q: 3 clusters Score -1797399 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -1797479.250000 Penalty: 944.200745
	Iteration 19Q: 3 clusters Score -1797479 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -1797540.875000 Penalty: 944.200745
	Iteration 20F: 3 clusters Score -1797541 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -1797577.000000 Penalty: 944.200745
	Iteration 21Q: 3 clusters Score -1797577 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -1797598.125000 Penalty: 944.200745
	Iteration 22Q: 3 clusters Score -1797598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -1797610.000000 Penalty: 944.200745
	Iteration 23Q: 3 clusters Score -1797610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -1797616.125000 Penalty: 944.200745
	Iteration 24Q: 3 clusters Score -1797616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -1797623.500000 Penalty: 944.200745
	Iteration 25Q: 3 clusters Score -1797624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -1797634.375000 Penalty: 944.200745
	Iteration 26Q: 3 clusters Score -1797634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -1797641.125000 Penalty: 944.200745
	Iteration 27Q: 3 clusters Score -1797641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -1797648.500000 Penalty: 944.200745
	Iteration 28Q: 3 clusters Score -1797648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -1797647.375000 Penalty: 944.200745
	Iteration 29Q: 3 clusters Score -1797647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -1797650.375000 Penalty: 944.200745
	Iteration 30Q: 3 clusters Score -1797650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -1797650.750000 Penalty: 944.200745
	Iteration 31Q: 3 clusters Score -1797651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -1797653.000000 Penalty: 944.200745
	Iteration 32Q: 3 clusters Score -1797653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -1797656.125000 Penalty: 944.200745
	Iteration 33Q: 3 clusters Score -1797656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -1797658.000000 Penalty: 944.200745
	Iteration 34Q: 3 clusters Score -1797658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -1797661.125000 Penalty: 944.200745
	Iteration 35Q: 3 clusters Score -1797661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -1797659.750000 Penalty: 944.200745
	Iteration 36Q: 3 clusters Score -1797660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -1797662.500000 Penalty: 944.200745
	Iteration 37Q: 3 clusters Score -1797662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -1797665.500000 Penalty: 944.200745
	Iteration 38Q: 3 clusters Score -1797666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -1797668.250000 Penalty: 944.200745
	Iteration 39Q: 3 clusters Score -1797668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -1797669.500000 Penalty: 944.200745
	Iteration 40F: 3 clusters Score -1797670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Entering Unmasked Estep 
Score: -1214367.750000 Penalty: 454.517273
	Iteration 0F: 2 clusters Score -1214368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1200024.125000 Penalty: 909.034546
	Iteration 0F: 3 clusters Score -1200024 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1205835.625000 Penalty: 909.034546
	Iteration 1F: 3 clusters Score -1205836 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1206043.625000 Penalty: 909.034546
	Iteration 2Q: 3 clusters Score -1206044 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1206269.125000 Penalty: 909.034546
	Iteration 3Q: 3 clusters Score -1206269 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1206547.875000 Penalty: 909.034546
	Iteration 4Q: 3 clusters Score -1206548 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1206952.000000 Penalty: 909.034546
	Iteration 5Q: 3 clusters Score -1206952 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1207546.000000 Penalty: 909.034546
	Iteration 6F: 3 clusters Score -1207546 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1208444.625000 Penalty: 909.034546
	Iteration 7F: 3 clusters Score -1208445 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1209473.250000 Penalty: 909.034546
	Iteration 8F: 3 clusters Score -1209473 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1210135.500000 Penalty: 909.034546
	Iteration 9Q: 3 clusters Score -1210136 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1210428.875000 Penalty: 909.034546
	Iteration 10Q: 3 clusters Score -1210429 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1210566.500000 Penalty: 909.034546
	Iteration 11Q: 3 clusters Score -1210566 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1210681.000000 Penalty: 909.034546
	Iteration 12Q: 3 clusters Score -1210681 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1210793.750000 Penalty: 909.034546
	Iteration 13Q: 3 clusters Score -1210794 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1210922.625000 Penalty: 909.034546
	Iteration 14Q: 3 clusters Score -1210923 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1211057.500000 Penalty: 909.034546
	Iteration 15Q: 3 clusters Score -1211058 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1211204.000000 Penalty: 909.034546
	Iteration 16Q: 3 clusters Score -1211204 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1211363.625000 Penalty: 909.034546
	Iteration 17Q: 3 clusters Score -1211364 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1211548.875000 Penalty: 909.034546
	Iteration 18Q: 3 clusters Score -1211549 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1211734.375000 Penalty: 909.034546
	Iteration 19Q: 3 clusters Score -1211734 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1211936.000000 Penalty: 909.034546
	Iteration 20F: 3 clusters Score -1211936 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1212175.875000 Penalty: 909.034546
	Iteration 21Q: 3 clusters Score -1212176 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1212413.500000 Penalty: 909.034546
	Iteration 22Q: 3 clusters Score -1212414 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1212675.000000 Penalty: 909.034546
	Iteration 23Q: 3 clusters Score -1212675 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1212934.625000 Penalty: 909.034546
	Iteration 24Q: 3 clusters Score -1212935 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1213160.625000 Penalty: 909.034546
	Iteration 25Q: 3 clusters Score -1213161 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1213388.750000 Penalty: 909.034546
	Iteration 26Q: 3 clusters Score -1213389 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1213556.625000 Penalty: 909.034546
	Iteration 27Q: 3 clusters Score -1213557 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1213671.250000 Penalty: 909.034546
	Iteration 28Q: 3 clusters Score -1213671 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1213757.250000 Penalty: 909.034546
	Iteration 29Q: 3 clusters Score -1213757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1213823.875000 Penalty: 909.034546
	Iteration 30Q: 3 clusters Score -1213824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1213868.875000 Penalty: 909.034546
	Iteration 31Q: 3 clusters Score -1213869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1213897.500000 Penalty: 909.034546
	Iteration 32Q: 3 clusters Score -1213898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1213921.000000 Penalty: 909.034546
	Iteration 33Q: 3 clusters Score -1213921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1213936.000000 Penalty: 909.034546
	Iteration 34Q: 3 clusters Score -1213936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1213950.625000 Penalty: 909.034546
	Iteration 35Q: 3 clusters Score -1213951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1213961.375000 Penalty: 909.034546
	Iteration 36Q: 3 clusters Score -1213961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1213972.125000 Penalty: 909.034546
	Iteration 37Q: 3 clusters Score -1213972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1213977.125000 Penalty: 909.034546
	Iteration 38Q: 3 clusters Score -1213977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1213977.500000 Penalty: 909.034546
	Iteration 39Q: 3 clusters Score -1213978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1213978.375000 Penalty: 909.034546
	Iteration 40F: 3 clusters Score -1213978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1213978.125000 Penalty: 909.034546
	Iteration 41Q: 3 clusters Score -1213978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1213978.750000 Penalty: 909.034546
	Iteration 42Q: 3 clusters Score -1213979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1213978.750000 Penalty: 909.034546
	Iteration 43F: 3 clusters Score -1213979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -22221.769531 Penalty: 280.907257
	Iteration 0F: 2 clusters Score -22221.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21741.615234 Penalty: 561.814514
	Iteration 0F: 3 clusters Score -21741.62 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21835.998047 Penalty: 561.814514
	Iteration 1F: 3 clusters Score -21836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21858.933594 Penalty: 561.814514
	Iteration 2F: 3 clusters Score -21858.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21874.630859 Penalty: 561.814514
	Iteration 3Q: 3 clusters Score -21874.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21883.818359 Penalty: 561.814514
	Iteration 4Q: 3 clusters Score -21883.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21887.833984 Penalty: 561.814514
	Iteration 5Q: 3 clusters Score -21887.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21891.666016 Penalty: 561.814514
	Iteration 6Q: 3 clusters Score -21891.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21895.515625 Penalty: 561.814514
	Iteration 7Q: 3 clusters Score -21895.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21899.351562 Penalty: 561.814514
	Iteration 8Q: 3 clusters Score -21899.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21905.531250 Penalty: 561.814514
	Iteration 9Q: 3 clusters Score -21905.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21908.347656 Penalty: 561.814514
	Iteration 10Q: 3 clusters Score -21908.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21914.060547 Penalty: 561.814514
	Iteration 11Q: 3 clusters Score -21914.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21917.507812 Penalty: 561.814514
	Iteration 12Q: 3 clusters Score -21917.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21919.845703 Penalty: 561.814514
	Iteration 13Q: 3 clusters Score -21919.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21921.367188 Penalty: 561.814514
	Iteration 14Q: 3 clusters Score -21921.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21925.611328 Penalty: 561.814514
	Iteration 15Q: 3 clusters Score -21925.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21928.447266 Penalty: 561.814514
	Iteration 16Q: 3 clusters Score -21928.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21933.617188 Penalty: 561.814514
	Iteration 17Q: 3 clusters Score -21933.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21939.865234 Penalty: 561.814514
	Iteration 18Q: 3 clusters Score -21939.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21943.587891 Penalty: 561.814514
	Iteration 19Q: 3 clusters Score -21943.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -21948.933594 Penalty: 561.814514
	Iteration 20F: 3 clusters Score -21948.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21954.074219 Penalty: 561.814514
	Iteration 21Q: 3 clusters Score -21954.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21957.076172 Penalty: 561.814514
	Iteration 22Q: 3 clusters Score -21957.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -21958.195312 Penalty: 561.814514
	Iteration 23Q: 3 clusters Score -21958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -21961.613281 Penalty: 561.814514
	Iteration 24Q: 3 clusters Score -21961.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -21965.484375 Penalty: 561.814514
	Iteration 25Q: 3 clusters Score -21965.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21974.949219 Penalty: 561.814514
	Iteration 26Q: 3 clusters Score -21974.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -21978.134766 Penalty: 561.814514
	Iteration 27Q: 3 clusters Score -21978.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21980.716797 Penalty: 561.814514
	Iteration 28Q: 3 clusters Score -21980.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21986.080078 Penalty: 561.814514
	Iteration 29Q: 3 clusters Score -21986.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -21989.828125 Penalty: 561.814514
	Iteration 30Q: 3 clusters Score -21989.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21993.642578 Penalty: 561.814514
	Iteration 31Q: 3 clusters Score -21993.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21997.679688 Penalty: 561.814514
	Iteration 32Q: 3 clusters Score -21997.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21999.798828 Penalty: 561.814514
	Iteration 33Q: 3 clusters Score -21999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -22002.794922 Penalty: 561.814514
	Iteration 34Q: 3 clusters Score -22002.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22007.593750 Penalty: 561.814514
	Iteration 35Q: 3 clusters Score -22007.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22012.189453 Penalty: 561.814514
	Iteration 36Q: 3 clusters Score -22012.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22012.847656 Penalty: 561.814514
	Iteration 37Q: 3 clusters Score -22012.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22013.222656 Penalty: 561.814514
	Iteration 38Q: 3 clusters Score -22013.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22013.531250 Penalty: 561.814514
	Iteration 39Q: 3 clusters Score -22013.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22013.531250 Penalty: 561.814514
	Iteration 40F: 3 clusters Score -22013.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Entering Unmasked Estep 
Score: -288363.343750 Penalty: 387.985016
	Iteration 0F: 2 clusters Score -288363.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -284933.218750 Penalty: 775.970032
	Iteration 0F: 3 clusters Score -284933.2 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -286181.843750 Penalty: 775.970032
	Iteration 1F: 3 clusters Score -286181.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -286291.312500 Penalty: 775.970032
	Iteration 2F: 3 clusters Score -286291.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -286414.375000 Penalty: 775.970032
	Iteration 3Q: 3 clusters Score -286414.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -286558.906250 Penalty: 775.970032
	Iteration 4Q: 3 clusters Score -286558.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -286748.218750 Penalty: 775.970032
	Iteration 5Q: 3 clusters Score -286748.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -286917.031250 Penalty: 775.970032
	Iteration 6Q: 3 clusters Score -286917 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -287039.875000 Penalty: 775.970032
	Iteration 7Q: 3 clusters Score -287039.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -287141.187500 Penalty: 775.970032
	Iteration 8Q: 3 clusters Score -287141.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -287219.812500 Penalty: 775.970032
	Iteration 9Q: 3 clusters Score -287219.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -287266.625000 Penalty: 775.970032
	Iteration 10Q: 3 clusters Score -287266.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -287309.656250 Penalty: 775.970032
	Iteration 11Q: 3 clusters Score -287309.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -287353.406250 Penalty: 775.970032
	Iteration 12Q: 3 clusters Score -287353.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -287405.062500 Penalty: 775.970032
	Iteration 13Q: 3 clusters Score -287405.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -287465.875000 Penalty: 775.970032
	Iteration 14Q: 3 clusters Score -287465.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -287544.937500 Penalty: 775.970032
	Iteration 15Q: 3 clusters Score -287544.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -287620.718750 Penalty: 775.970032
	Iteration 16Q: 3 clusters Score -287620.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -287692.281250 Penalty: 775.970032
	Iteration 17Q: 3 clusters Score -287692.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -287764.843750 Penalty: 775.970032
	Iteration 18Q: 3 clusters Score -287764.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -287805.125000 Penalty: 775.970032
	Iteration 19Q: 3 clusters Score -287805.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -287833.750000 Penalty: 775.970032
	Iteration 20F: 3 clusters Score -287833.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -287849.718750 Penalty: 775.970032
	Iteration 21Q: 3 clusters Score -287849.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -287861.906250 Penalty: 775.970032
	Iteration 22Q: 3 clusters Score -287861.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -287871.750000 Penalty: 775.970032
	Iteration 23Q: 3 clusters Score -287871.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -287881.843750 Penalty: 775.970032
	Iteration 24Q: 3 clusters Score -287881.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -287891.500000 Penalty: 775.970032
	Iteration 25Q: 3 clusters Score -287891.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -287899.593750 Penalty: 775.970032
	Iteration 26Q: 3 clusters Score -287899.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -287912.000000 Penalty: 775.970032
	Iteration 27Q: 3 clusters Score -287912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -287921.437500 Penalty: 775.970032
	Iteration 28Q: 3 clusters Score -287921.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -287932.218750 Penalty: 775.970032
	Iteration 29Q: 3 clusters Score -287932.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -287941.468750 Penalty: 775.970032
	Iteration 30Q: 3 clusters Score -287941.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -287949.343750 Penalty: 775.970032
	Iteration 31Q: 3 clusters Score -287949.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -287952.656250 Penalty: 775.970032
	Iteration 32Q: 3 clusters Score -287952.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -287956.750000 Penalty: 775.970032
	Iteration 33Q: 3 clusters Score -287956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -287964.312500 Penalty: 775.970032
	Iteration 34Q: 3 clusters Score -287964.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -287969.843750 Penalty: 775.970032
	Iteration 35Q: 3 clusters Score -287969.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -287978.843750 Penalty: 775.970032
	Iteration 36Q: 3 clusters Score -287978.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -287986.968750 Penalty: 775.970032
	Iteration 37Q: 3 clusters Score -287987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -287991.906250 Penalty: 775.970032
	Iteration 38Q: 3 clusters Score -287991.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -287992.250000 Penalty: 775.970032
	Iteration 39Q: 3 clusters Score -287992.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -287999.281250 Penalty: 775.970032
	Iteration 40F: 3 clusters Score -287999.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -288003.812500 Penalty: 775.970032
	Iteration 41Q: 3 clusters Score -288003.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -288005.625000 Penalty: 775.970032
	Iteration 42Q: 3 clusters Score -288005.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -288008.125000 Penalty: 775.970032
	Iteration 43Q: 3 clusters Score -288008.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -288010.031250 Penalty: 775.970032
	Iteration 44Q: 3 clusters Score -288010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -288013.281250 Penalty: 775.970032
	Iteration 45Q: 3 clusters Score -288013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -288018.093750 Penalty: 775.970032
	Iteration 46Q: 3 clusters Score -288018.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -288024.687500 Penalty: 775.970032
	Iteration 47Q: 3 clusters Score -288024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -288029.781250 Penalty: 775.970032
	Iteration 48Q: 3 clusters Score -288029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -288033.187500 Penalty: 775.970032
	Iteration 49Q: 3 clusters Score -288033.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -288034.187500 Penalty: 775.970032
	Iteration 50Q: 3 clusters Score -288034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -288035.875000 Penalty: 775.970032
	Iteration 51Q: 3 clusters Score -288035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -288036.125000 Penalty: 775.970032
	Iteration 52Q: 3 clusters Score -288036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -288035.687500 Penalty: 775.970032
	Iteration 53Q: 3 clusters Score -288035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -288035.687500 Penalty: 775.970032
	Iteration 54F: 3 clusters Score -288035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (74304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Entering Unmasked Estep 
Score: -4114981.750000 Penalty: 510.324371
	Iteration 0F: 2 clusters Score -4114982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -4065447.750000 Penalty: 1020.648743
	Iteration 0F: 3 clusters Score -4065448 nChanged 36187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -4087150.250000 Penalty: 1020.648743
	Iteration 1F: 3 clusters Score -4087150 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -4088003.000000 Penalty: 1020.648743
	Iteration 2Q: 3 clusters Score -4088003 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -4089292.500000 Penalty: 1020.648743
	Iteration 3Q: 3 clusters Score -4089292 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -4091464.750000 Penalty: 1020.648743
	Iteration 4F: 3 clusters Score -4091465 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -4094738.250000 Penalty: 1020.648743
	Iteration 5F: 3 clusters Score -4094738 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -4098861.250000 Penalty: 1020.648743
	Iteration 6F: 3 clusters Score -4098861 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -4102393.500000 Penalty: 1020.648743
	Iteration 7F: 3 clusters Score -4102394 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -4104357.000000 Penalty: 1020.648743
	Iteration 8Q: 3 clusters Score -4104357 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -4105296.000000 Penalty: 1020.648743
	Iteration 9Q: 3 clusters Score -4105296 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 59690 members 
Entering Unmasked Estep 
Score: -4106047.000000 Penalty: 1020.648743
	Iteration 10Q: 3 clusters Score -4106047 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -4106820.500000 Penalty: 1020.648743
	Iteration 11Q: 3 clusters Score -4106820 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -4107599.000000 Penalty: 1020.648743
	Iteration 12Q: 3 clusters Score -4107599 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 64077 members 
Entering Unmasked Estep 
Score: -4108468.500000 Penalty: 1020.648743
	Iteration 13Q: 3 clusters Score -4108468 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -4109399.000000 Penalty: 1020.648743
	Iteration 14Q: 3 clusters Score -4109399 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -4110377.000000 Penalty: 1020.648743
	Iteration 15Q: 3 clusters Score -4110377 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -4111243.500000 Penalty: 1020.648743
	Iteration 16Q: 3 clusters Score -4111244 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 68509 members 
Entering Unmasked Estep 
Score: -4111952.500000 Penalty: 1020.648743
	Iteration 17Q: 3 clusters Score -4111952 nChanged 745
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 69212 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4112522 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4112914 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 70165 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4113242 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 70527 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4113510 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4113685 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4113838 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4113979 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 71280 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4114094 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -4114193.250000 Penalty: 1020.648743
	Iteration 26Q: 3 clusters Score -4114193 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4114274 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4114315 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4114349 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4114379 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 71540 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4114388 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -4114422.250000 Penalty: 1020.648743
	Iteration 32Q: 3 clusters Score -4114422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4114426 nChanged 94
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Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4114452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 71524 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4114466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4114474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4114470 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4114471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 71465 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4114470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 71450 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4114499 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -4114518.750000 Penalty: 1020.648743
	Iteration 41Q: 3 clusters Score -4114519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -4114507.250000 Penalty: 1020.648743
	Iteration 42Q: 3 clusters Score -4114507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4114520 nChanged 40
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Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4114530 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 71329 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4114528 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4114537 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 71261 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4114534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4114548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 71184 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4114544 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4114535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4114550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4114546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4114546 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4114548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4114544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4114543 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4114534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -4114538.000000 Penalty: 1020.648743
	Iteration 58Q: 3 clusters Score -4114538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 70961 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4114544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4114546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4114544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 70884 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4114548 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4114549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4114551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4114547 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -4114556.750000 Penalty: 1020.648743
	Iteration 66Q: 3 clusters Score -4114557 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3456 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4114563 nChanged 21
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Mstep: Class 1 contains 3455 members 
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	Iteration 68Q: 3 clusters Score -4114562 nChanged 23
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Mstep: Class 1 contains 3456 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4114560 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 70830 members 
Entering Unmasked Estep 
Score: -4114553.500000 Penalty: 1020.648743
	Iteration 70Q: 3 clusters Score -4114554 nChanged 23
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Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 70807 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4114551 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 70790 members 
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	Iteration 72Q: 3 clusters Score -4114549 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 70771 members 
Entering Unmasked Estep 
Score: -4114555.750000 Penalty: 1020.648743
	Iteration 73Q: 3 clusters Score -4114556 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 70770 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4114561 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4114559 nChanged 41
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Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4114554 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4114567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4114560 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3734 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4114577 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3736 members 
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Entering Unmasked Estep 
Score: -4114576.750000 Penalty: 1020.648743
	Iteration 80F: 3 clusters Score -4114577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 70562 members 
Entering Unmasked Estep 
Score: -4114583.000000 Penalty: 1020.648743
	Iteration 81Q: 3 clusters Score -4114583 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4114577 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4114577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 70513 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4114573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4114576 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -4114569.500000 Penalty: 1020.648743
	Iteration 86Q: 3 clusters Score -4114570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 70458 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4114574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4114567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -4114564.000000 Penalty: 1020.648743
	Iteration 89Q: 3 clusters Score -4114564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4114564 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3989 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4114567 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4114560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4114570 nChanged 81
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Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4114566 nChanged 83
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Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4114572 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4114572 nChanged 124
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Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4114578 nChanged 130
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Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4114610 nChanged 128
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Mstep: Class 1 contains 4738 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4114624 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -4114653.250000 Penalty: 1020.648743
	Iteration 100F: 3 clusters Score -4114653 nChanged 181
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Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4114684 nChanged 139
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Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4114689 nChanged 128
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Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4114698 nChanged 137
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Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -4114720.750000 Penalty: 1020.648743
	Iteration 104Q: 3 clusters Score -4114721 nChanged 140
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Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 68863 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4114730 nChanged 154
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Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4114760 nChanged 153
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4114804 nChanged 168
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	Iteration 108Q: 3 clusters Score -4114806 nChanged 151
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4114833 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -4114846.750000 Penalty: 1020.648743
	Iteration 110Q: 3 clusters Score -4114847 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -4114843.000000 Penalty: 1020.648743
	Iteration 111Q: 3 clusters Score -4114843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -4114845.250000 Penalty: 1020.648743
	Iteration 112Q: 3 clusters Score -4114845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -4114846.750000 Penalty: 1020.648743
	Iteration 113Q: 3 clusters Score -4114847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -4114853.750000 Penalty: 1020.648743
	Iteration 114Q: 3 clusters Score -4114854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -4114833.250000 Penalty: 1020.648743
	Iteration 115Q: 3 clusters Score -4114833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -4114844.250000 Penalty: 1020.648743
	Iteration 116Q: 3 clusters Score -4114844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -4114856.500000 Penalty: 1020.648743
	Iteration 117Q: 3 clusters Score -4114856 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -4114869.000000 Penalty: 1020.648743
	Iteration 118Q: 3 clusters Score -4114869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 69084 members 
Entering Unmasked Estep 
Score: -4114859.500000 Penalty: 1020.648743
	Iteration 119Q: 3 clusters Score -4114860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -4114869.750000 Penalty: 1020.648743
	Iteration 120F: 3 clusters Score -4114870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -4114868.000000 Penalty: 1020.648743
	Iteration 121Q: 3 clusters Score -4114868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -4114863.750000 Penalty: 1020.648743
	Iteration 122Q: 3 clusters Score -4114864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 69126 members 
Entering Unmasked Estep 
Score: -4114867.000000 Penalty: 1020.648743
	Iteration 123Q: 3 clusters Score -4114867 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -4114851.500000 Penalty: 1020.648743
	Iteration 124Q: 3 clusters Score -4114852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 69256 members 
Entering Unmasked Estep 
Score: -4114866.500000 Penalty: 1020.648743
	Iteration 125Q: 3 clusters Score -4114866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -4114879.750000 Penalty: 1020.648743
	Iteration 126Q: 3 clusters Score -4114880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -4114873.750000 Penalty: 1020.648743
	Iteration 127Q: 3 clusters Score -4114874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -4114877.000000 Penalty: 1020.648743
	Iteration 128Q: 3 clusters Score -4114877 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -4114874.750000 Penalty: 1020.648743
	Iteration 129Q: 3 clusters Score -4114875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 69127 members 
Entering Unmasked Estep 
Score: -4114869.750000 Penalty: 1020.648743
	Iteration 130Q: 3 clusters Score -4114870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -4114873.500000 Penalty: 1020.648743
	Iteration 131Q: 3 clusters Score -4114874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -4114865.000000 Penalty: 1020.648743
	Iteration 132Q: 3 clusters Score -4114865 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -4114876.750000 Penalty: 1020.648743
	Iteration 133Q: 3 clusters Score -4114877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -4114864.500000 Penalty: 1020.648743
	Iteration 134Q: 3 clusters Score -4114864 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -4114863.750000 Penalty: 1020.648743
	Iteration 135Q: 3 clusters Score -4114864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -4114854.000000 Penalty: 1020.648743
	Iteration 136Q: 3 clusters Score -4114854 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -4114859.000000 Penalty: 1020.648743
	Iteration 137Q: 3 clusters Score -4114859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -4114864.500000 Penalty: 1020.648743
	Iteration 138Q: 3 clusters Score -4114864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -4114878.000000 Penalty: 1020.648743
	Iteration 139Q: 3 clusters Score -4114878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -4114874.000000 Penalty: 1020.648743
	Iteration 140F: 3 clusters Score -4114874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -4114875.000000 Penalty: 1020.648743
	Iteration 141Q: 3 clusters Score -4114875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -4114869.750000 Penalty: 1020.648743
	Iteration 142Q: 3 clusters Score -4114870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -4114877.000000 Penalty: 1020.648743
	Iteration 143Q: 3 clusters Score -4114877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -4114879.500000 Penalty: 1020.648743
	Iteration 144Q: 3 clusters Score -4114880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -4114866.750000 Penalty: 1020.648743
	Iteration 145Q: 3 clusters Score -4114867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -4114881.750000 Penalty: 1020.648743
	Iteration 146Q: 3 clusters Score -4114882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -4114862.000000 Penalty: 1020.648743
	Iteration 147Q: 3 clusters Score -4114862 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -4114876.000000 Penalty: 1020.648743
	Iteration 148Q: 3 clusters Score -4114876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -4114876.250000 Penalty: 1020.648743
	Iteration 149Q: 3 clusters Score -4114876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -4114882.500000 Penalty: 1020.648743
	Iteration 150Q: 3 clusters Score -4114882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -4114881.750000 Penalty: 1020.648743
	Iteration 151Q: 3 clusters Score -4114882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 69220 members 
Entering Unmasked Estep 
Score: -4114874.500000 Penalty: 1020.648743
	Iteration 152Q: 3 clusters Score -4114874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -4114878.000000 Penalty: 1020.648743
	Iteration 153Q: 3 clusters Score -4114878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -4114854.000000 Penalty: 1020.648743
	Iteration 154Q: 3 clusters Score -4114854 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 69107 members 
Entering Unmasked Estep 
Score: -4114867.250000 Penalty: 1020.648743
	Iteration 155Q: 3 clusters Score -4114867 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -4114878.250000 Penalty: 1020.648743
	Iteration 156Q: 3 clusters Score -4114878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 69189 members 
Entering Unmasked Estep 
Score: -4114884.750000 Penalty: 1020.648743
	Iteration 157Q: 3 clusters Score -4114885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
Score: -4114880.500000 Penalty: 1020.648743
	Iteration 158Q: 3 clusters Score -4114880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -4114880.000000 Penalty: 1020.648743
	Iteration 159Q: 3 clusters Score -4114880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -4114878.500000 Penalty: 1020.648743
	Iteration 160F: 3 clusters Score -4114878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -4114879.750000 Penalty: 1020.648743
	Iteration 161Q: 3 clusters Score -4114880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -4114879.750000 Penalty: 1020.648743
	Iteration 162Q: 3 clusters Score -4114880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -4114873.000000 Penalty: 1020.648743
	Iteration 163Q: 3 clusters Score -4114873 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -4114876.000000 Penalty: 1020.648743
	Iteration 164Q: 3 clusters Score -4114876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -4114863.000000 Penalty: 1020.648743
	Iteration 165Q: 3 clusters Score -4114863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -4114865.000000 Penalty: 1020.648743
	Iteration 166Q: 3 clusters Score -4114865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -4114875.250000 Penalty: 1020.648743
	Iteration 167Q: 3 clusters Score -4114875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -4114873.250000 Penalty: 1020.648743
	Iteration 168Q: 3 clusters Score -4114873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -4114873.250000 Penalty: 1020.648743
	Iteration 169F: 3 clusters Score -4114873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -528432.625000 Penalty: 418.525787
	Iteration 0F: 2 clusters Score -528432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -521766.187500 Penalty: 837.051575
	Iteration 0F: 3 clusters Score -521766.2 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -524436.250000 Penalty: 837.051575
	Iteration 1F: 3 clusters Score -524436.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -524574.125000 Penalty: 837.051575
	Iteration 2Q: 3 clusters Score -524574.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -524698.187500 Penalty: 837.051575
	Iteration 3Q: 3 clusters Score -524698.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -524835.125000 Penalty: 837.051575
	Iteration 4Q: 3 clusters Score -524835.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -525003.875000 Penalty: 837.051575
	Iteration 5Q: 3 clusters Score -525003.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -525225.812500 Penalty: 837.051575
	Iteration 6Q: 3 clusters Score -525225.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -525534.375000 Penalty: 837.051575
	Iteration 7Q: 3 clusters Score -525534.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -525943.312500 Penalty: 837.051575
	Iteration 8F: 3 clusters Score -525943.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -526199.812500 Penalty: 837.051575
	Iteration 9Q: 3 clusters Score -526199.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -526296.312500 Penalty: 837.051575
	Iteration 10Q: 3 clusters Score -526296.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -526331.937500 Penalty: 837.051575
	Iteration 11Q: 3 clusters Score -526331.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -526355.750000 Penalty: 837.051575
	Iteration 12Q: 3 clusters Score -526355.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -526371.437500 Penalty: 837.051575
	Iteration 13Q: 3 clusters Score -526371.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -526382.625000 Penalty: 837.051575
	Iteration 14Q: 3 clusters Score -526382.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -526392.375000 Penalty: 837.051575
	Iteration 15Q: 3 clusters Score -526392.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -526398.000000 Penalty: 837.051575
	Iteration 16Q: 3 clusters Score -526398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -526403.375000 Penalty: 837.051575
	Iteration 17Q: 3 clusters Score -526403.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -526410.062500 Penalty: 837.051575
	Iteration 18Q: 3 clusters Score -526410.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -526417.250000 Penalty: 837.051575
	Iteration 19Q: 3 clusters Score -526417.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -526420.875000 Penalty: 837.051575
	Iteration 20F: 3 clusters Score -526420.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -526423.875000 Penalty: 837.051575
	Iteration 21Q: 3 clusters Score -526423.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -526428.875000 Penalty: 837.051575
	Iteration 22Q: 3 clusters Score -526428.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -526433.812500 Penalty: 837.051575
	Iteration 23Q: 3 clusters Score -526433.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -526439.187500 Penalty: 837.051575
	Iteration 24Q: 3 clusters Score -526439.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -526447.562500 Penalty: 837.051575
	Iteration 25Q: 3 clusters Score -526447.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -526456.562500 Penalty: 837.051575
	Iteration 26Q: 3 clusters Score -526456.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -526464.125000 Penalty: 837.051575
	Iteration 27Q: 3 clusters Score -526464.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -526471.375000 Penalty: 837.051575
	Iteration 28Q: 3 clusters Score -526471.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -526479.062500 Penalty: 837.051575
	Iteration 29Q: 3 clusters Score -526479.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -526486.812500 Penalty: 837.051575
	Iteration 30Q: 3 clusters Score -526486.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -526496.562500 Penalty: 837.051575
	Iteration 31Q: 3 clusters Score -526496.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -526502.937500 Penalty: 837.051575
	Iteration 32Q: 3 clusters Score -526502.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -526509.937500 Penalty: 837.051575
	Iteration 33Q: 3 clusters Score -526509.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -526517.875000 Penalty: 837.051575
	Iteration 34Q: 3 clusters Score -526517.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -526519.937500 Penalty: 837.051575
	Iteration 35Q: 3 clusters Score -526519.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -526523.375000 Penalty: 837.051575
	Iteration 36Q: 3 clusters Score -526523.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -526526.250000 Penalty: 837.051575
	Iteration 37Q: 3 clusters Score -526526.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -526528.375000 Penalty: 837.051575
	Iteration 38Q: 3 clusters Score -526528.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -526531.437500 Penalty: 837.051575
	Iteration 39Q: 3 clusters Score -526531.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -526534.625000 Penalty: 837.051575
	Iteration 40F: 3 clusters Score -526534.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -526537.937500 Penalty: 837.051575
	Iteration 41Q: 3 clusters Score -526537.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -526544.625000 Penalty: 837.051575
	Iteration 42Q: 3 clusters Score -526544.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -526552.750000 Penalty: 837.051575
	Iteration 43Q: 3 clusters Score -526552.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -526559.812500 Penalty: 837.051575
	Iteration 44Q: 3 clusters Score -526559.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -526565.875000 Penalty: 837.051575
	Iteration 45Q: 3 clusters Score -526565.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -526572.250000 Penalty: 837.051575
	Iteration 46Q: 3 clusters Score -526572.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -526578.250000 Penalty: 837.051575
	Iteration 47Q: 3 clusters Score -526578.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -526584.250000 Penalty: 837.051575
	Iteration 48Q: 3 clusters Score -526584.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -526594.687500 Penalty: 837.051575
	Iteration 49Q: 3 clusters Score -526594.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -526609.187500 Penalty: 837.051575
	Iteration 50Q: 3 clusters Score -526609.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -526624.187500 Penalty: 837.051575
	Iteration 51Q: 3 clusters Score -526624.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -526638.250000 Penalty: 837.051575
	Iteration 52Q: 3 clusters Score -526638.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -526659.125000 Penalty: 837.051575
	Iteration 53Q: 3 clusters Score -526659.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -526677.562500 Penalty: 837.051575
	Iteration 54Q: 3 clusters Score -526677.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -526697.437500 Penalty: 837.051575
	Iteration 55Q: 3 clusters Score -526697.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -526721.187500 Penalty: 837.051575
	Iteration 56Q: 3 clusters Score -526721.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -526742.750000 Penalty: 837.051575
	Iteration 57Q: 3 clusters Score -526742.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -526775.812500 Penalty: 837.051575
	Iteration 58Q: 3 clusters Score -526775.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -526810.437500 Penalty: 837.051575
	Iteration 59Q: 3 clusters Score -526810.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -526848.750000 Penalty: 837.051575
	Iteration 60F: 3 clusters Score -526848.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -526895.000000 Penalty: 837.051575
	Iteration 61Q: 3 clusters Score -526895 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -526941.875000 Penalty: 837.051575
	Iteration 62Q: 3 clusters Score -526941.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -526995.500000 Penalty: 837.051575
	Iteration 63Q: 3 clusters Score -526995.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -527055.062500 Penalty: 837.051575
	Iteration 64Q: 3 clusters Score -527055.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -527119.937500 Penalty: 837.051575
	Iteration 65Q: 3 clusters Score -527119.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -527191.875000 Penalty: 837.051575
	Iteration 66Q: 3 clusters Score -527191.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -527247.625000 Penalty: 837.051575
	Iteration 67Q: 3 clusters Score -527247.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -527297.562500 Penalty: 837.051575
	Iteration 68Q: 3 clusters Score -527297.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -527345.875000 Penalty: 837.051575
	Iteration 69Q: 3 clusters Score -527345.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -527415.312500 Penalty: 837.051575
	Iteration 70Q: 3 clusters Score -527415.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -527494.875000 Penalty: 837.051575
	Iteration 71Q: 3 clusters Score -527494.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -527577.000000 Penalty: 837.051575
	Iteration 72Q: 3 clusters Score -527577 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -527663.625000 Penalty: 837.051575
	Iteration 73Q: 3 clusters Score -527663.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -527747.500000 Penalty: 837.051575
	Iteration 74Q: 3 clusters Score -527747.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -527825.750000 Penalty: 837.051575
	Iteration 75Q: 3 clusters Score -527825.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -527878.500000 Penalty: 837.051575
	Iteration 76Q: 3 clusters Score -527878.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -527925.187500 Penalty: 837.051575
	Iteration 77Q: 3 clusters Score -527925.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -527958.000000 Penalty: 837.051575
	Iteration 78Q: 3 clusters Score -527958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -527983.562500 Penalty: 837.051575
	Iteration 79Q: 3 clusters Score -527983.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -528001.125000 Penalty: 837.051575
	Iteration 80F: 3 clusters Score -528001.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -528014.937500 Penalty: 837.051575
	Iteration 81Q: 3 clusters Score -528014.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -528024.750000 Penalty: 837.051575
	Iteration 82Q: 3 clusters Score -528024.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -528029.562500 Penalty: 837.051575
	Iteration 83Q: 3 clusters Score -528029.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -528033.125000 Penalty: 837.051575
	Iteration 84Q: 3 clusters Score -528033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -528035.875000 Penalty: 837.051575
	Iteration 85Q: 3 clusters Score -528035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -528036.250000 Penalty: 837.051575
	Iteration 86Q: 3 clusters Score -528036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -528039.250000 Penalty: 837.051575
	Iteration 87Q: 3 clusters Score -528039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -528039.937500 Penalty: 837.051575
	Iteration 88Q: 3 clusters Score -528039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -528041.125000 Penalty: 837.051575
	Iteration 89Q: 3 clusters Score -528041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -528042.625000 Penalty: 837.051575
	Iteration 90Q: 3 clusters Score -528042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -528046.062500 Penalty: 837.051575
	Iteration 91Q: 3 clusters Score -528046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -528047.125000 Penalty: 837.051575
	Iteration 92Q: 3 clusters Score -528047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -528049.125000 Penalty: 837.051575
	Iteration 93Q: 3 clusters Score -528049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -528050.500000 Penalty: 837.051575
	Iteration 94Q: 3 clusters Score -528050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -528051.250000 Penalty: 837.051575
	Iteration 95Q: 3 clusters Score -528051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -528051.625000 Penalty: 837.051575
	Iteration 96Q: 3 clusters Score -528051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -528052.750000 Penalty: 837.051575
	Iteration 97Q: 3 clusters Score -528052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -528055.062500 Penalty: 837.051575
	Iteration 98Q: 3 clusters Score -528055.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -528056.312500 Penalty: 837.051575
	Iteration 99Q: 3 clusters Score -528056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -528060.562500 Penalty: 837.051575
	Iteration 100F: 3 clusters Score -528060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -528063.437500 Penalty: 837.051575
	Iteration 101Q: 3 clusters Score -528063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -528067.687500 Penalty: 837.051575
	Iteration 102Q: 3 clusters Score -528067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -528069.562500 Penalty: 837.051575
	Iteration 103Q: 3 clusters Score -528069.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -528070.125000 Penalty: 837.051575
	Iteration 104Q: 3 clusters Score -528070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -528070.687500 Penalty: 837.051575
	Iteration 105Q: 3 clusters Score -528070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -528070.687500 Penalty: 837.051575
	Iteration 106Q: 3 clusters Score -528070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -528070.687500 Penalty: 837.051575
	Iteration 107F: 3 clusters Score -528070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (31163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Entering Unmasked Estep 
Score: -1687828.125000 Penalty: 470.787903
	Iteration 0F: 2 clusters Score -1687828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1666848.000000 Penalty: 941.575806
	Iteration 0F: 3 clusters Score -1666848 nChanged 14968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1675688.125000 Penalty: 941.575806
	Iteration 1F: 3 clusters Score -1675688 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1676065.375000 Penalty: 941.575806
	Iteration 2Q: 3 clusters Score -1676065 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -1676658.000000 Penalty: 941.575806
	Iteration 3Q: 3 clusters Score -1676658 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -1677698.500000 Penalty: 941.575806
	Iteration 4F: 3 clusters Score -1677698 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -1679471.750000 Penalty: 941.575806
	Iteration 5F: 3 clusters Score -1679472 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -1681806.375000 Penalty: 941.575806
	Iteration 6F: 3 clusters Score -1681806 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -1684084.625000 Penalty: 941.575806
	Iteration 7F: 3 clusters Score -1684085 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -1685611.750000 Penalty: 941.575806
	Iteration 8Q: 3 clusters Score -1685612 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -1686340.000000 Penalty: 941.575806
	Iteration 9Q: 3 clusters Score -1686340 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -1686730.250000 Penalty: 941.575806
	Iteration 10Q: 3 clusters Score -1686730 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -1686985.875000 Penalty: 941.575806
	Iteration 11Q: 3 clusters Score -1686986 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -1687158.375000 Penalty: 941.575806
	Iteration 12Q: 3 clusters Score -1687158 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -1687284.500000 Penalty: 941.575806
	Iteration 13Q: 3 clusters Score -1687284 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -1687347.625000 Penalty: 941.575806
	Iteration 14Q: 3 clusters Score -1687348 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -1687375.250000 Penalty: 941.575806
	Iteration 15Q: 3 clusters Score -1687375 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -1687399.125000 Penalty: 941.575806
	Iteration 16Q: 3 clusters Score -1687399 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -1687411.750000 Penalty: 941.575806
	Iteration 17Q: 3 clusters Score -1687412 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -1687424.000000 Penalty: 941.575806
	Iteration 18Q: 3 clusters Score -1687424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -1687428.500000 Penalty: 941.575806
	Iteration 19Q: 3 clusters Score -1687428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -1687431.625000 Penalty: 941.575806
	Iteration 20F: 3 clusters Score -1687432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -1687430.250000 Penalty: 941.575806
	Iteration 21Q: 3 clusters Score -1687430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -1687437.625000 Penalty: 941.575806
	Iteration 22Q: 3 clusters Score -1687438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -1687440.875000 Penalty: 941.575806
	Iteration 23Q: 3 clusters Score -1687441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -1687441.250000 Penalty: 941.575806
	Iteration 24Q: 3 clusters Score -1687441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -1687441.875000 Penalty: 941.575806
	Iteration 25Q: 3 clusters Score -1687442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -1687442.250000 Penalty: 941.575806
	Iteration 26Q: 3 clusters Score -1687442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -1687443.375000 Penalty: 941.575806
	Iteration 27Q: 3 clusters Score -1687443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -1687442.125000 Penalty: 941.575806
	Iteration 28Q: 3 clusters Score -1687442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -1687445.500000 Penalty: 941.575806
	Iteration 29Q: 3 clusters Score -1687446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -1687446.125000 Penalty: 941.575806
	Iteration 30Q: 3 clusters Score -1687446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -1687447.375000 Penalty: 941.575806
	Iteration 31Q: 3 clusters Score -1687447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -1687447.875000 Penalty: 941.575806
	Iteration 32Q: 3 clusters Score -1687448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -1687448.875000 Penalty: 941.575806
	Iteration 33Q: 3 clusters Score -1687449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -1687449.375000 Penalty: 941.575806
	Iteration 34Q: 3 clusters Score -1687449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -1687448.125000 Penalty: 941.575806
	Iteration 35Q: 3 clusters Score -1687448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -1687449.625000 Penalty: 941.575806
	Iteration 36Q: 3 clusters Score -1687450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -1687451.375000 Penalty: 941.575806
	Iteration 37Q: 3 clusters Score -1687451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -1687449.875000 Penalty: 941.575806
	Iteration 38Q: 3 clusters Score -1687450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -1687449.500000 Penalty: 941.575806
	Iteration 39Q: 3 clusters Score -1687450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -1687449.250000 Penalty: 941.575806
	Iteration 40F: 3 clusters Score -1687449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -1687450.375000 Penalty: 941.575806
	Iteration 41Q: 3 clusters Score -1687450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -1687450.250000 Penalty: 941.575806
	Iteration 42Q: 3 clusters Score -1687450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -1687449.875000 Penalty: 941.575806
	Iteration 43Q: 3 clusters Score -1687450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -1687449.875000 Penalty: 941.575806
	Iteration 44F: 3 clusters Score -1687450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (13864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Entering Unmasked Estep 
Score: -791366.687500 Penalty: 433.935822
	Iteration 0F: 2 clusters Score -791366.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -782246.625000 Penalty: 867.871643
	Iteration 0F: 3 clusters Score -782246.6 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -785957.125000 Penalty: 867.871643
	Iteration 1F: 3 clusters Score -785957.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -786207.062500 Penalty: 867.871643
	Iteration 2Q: 3 clusters Score -786207.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -786578.187500 Penalty: 867.871643
	Iteration 3F: 3 clusters Score -786578.2 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -787142.250000 Penalty: 867.871643
	Iteration 4F: 3 clusters Score -787142.2 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -787896.125000 Penalty: 867.871643
	Iteration 5F: 3 clusters Score -787896.1 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -788721.687500 Penalty: 867.871643
	Iteration 6F: 3 clusters Score -788721.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -789349.437500 Penalty: 867.871643
	Iteration 7F: 3 clusters Score -789349.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -789803.875000 Penalty: 867.871643
	Iteration 8Q: 3 clusters Score -789803.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -790095.437500 Penalty: 867.871643
	Iteration 9Q: 3 clusters Score -790095.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -790341.125000 Penalty: 867.871643
	Iteration 10Q: 3 clusters Score -790341.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -790507.437500 Penalty: 867.871643
	Iteration 11Q: 3 clusters Score -790507.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -790656.625000 Penalty: 867.871643
	Iteration 12Q: 3 clusters Score -790656.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -790767.750000 Penalty: 867.871643
	Iteration 13Q: 3 clusters Score -790767.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -790842.687500 Penalty: 867.871643
	Iteration 14Q: 3 clusters Score -790842.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -790880.125000 Penalty: 867.871643
	Iteration 15Q: 3 clusters Score -790880.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -790919.312500 Penalty: 867.871643
	Iteration 16Q: 3 clusters Score -790919.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -790944.125000 Penalty: 867.871643
	Iteration 17Q: 3 clusters Score -790944.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -790956.812500 Penalty: 867.871643
	Iteration 18Q: 3 clusters Score -790956.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -790948.312500 Penalty: 867.871643
	Iteration 19Q: 3 clusters Score -790948.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -790962.625000 Penalty: 867.871643
	Iteration 20F: 3 clusters Score -790962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -790970.062500 Penalty: 867.871643
	Iteration 21Q: 3 clusters Score -790970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -790971.937500 Penalty: 867.871643
	Iteration 22Q: 3 clusters Score -790971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -790975.875000 Penalty: 867.871643
	Iteration 23Q: 3 clusters Score -790975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -790982.125000 Penalty: 867.871643
	Iteration 24Q: 3 clusters Score -790982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -790986.812500 Penalty: 867.871643
	Iteration 25Q: 3 clusters Score -790986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -790989.187500 Penalty: 867.871643
	Iteration 26Q: 3 clusters Score -790989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -790987.187500 Penalty: 867.871643
	Iteration 27Q: 3 clusters Score -790987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -790987.187500 Penalty: 867.871643
	Iteration 28F: 3 clusters Score -790987.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (43293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Entering Unmasked Estep 
Score: -2423310.750000 Penalty: 485.746429
	Iteration 0F: 2 clusters Score -2423311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2394200.500000 Penalty: 971.492859
	Iteration 0F: 3 clusters Score -2394200 nChanged 20892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2406545.750000 Penalty: 971.492859
	Iteration 1F: 3 clusters Score -2406546 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2407298.000000 Penalty: 971.492859
	Iteration 2Q: 3 clusters Score -2407298 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2408582.500000 Penalty: 971.492859
	Iteration 3F: 3 clusters Score -2408582 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2410901.000000 Penalty: 971.492859
	Iteration 4F: 3 clusters Score -2410901 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2414362.000000 Penalty: 971.492859
	Iteration 5F: 3 clusters Score -2414362 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2418140.000000 Penalty: 971.492859
	Iteration 6F: 3 clusters Score -2418140 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2420727.750000 Penalty: 971.492859
	Iteration 7F: 3 clusters Score -2420728 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2422085.750000 Penalty: 971.492859
	Iteration 8Q: 3 clusters Score -2422086 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2422620.500000 Penalty: 971.492859
	Iteration 9Q: 3 clusters Score -2422620 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2422775.500000 Penalty: 971.492859
	Iteration 10Q: 3 clusters Score -2422776 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -2422843.250000 Penalty: 971.492859
	Iteration 11Q: 3 clusters Score -2422843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -2422874.500000 Penalty: 971.492859
	Iteration 12Q: 3 clusters Score -2422874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -2422883.000000 Penalty: 971.492859
	Iteration 13Q: 3 clusters Score -2422883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -2422888.250000 Penalty: 971.492859
	Iteration 14Q: 3 clusters Score -2422888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2422896.000000 Penalty: 971.492859
	Iteration 15Q: 3 clusters Score -2422896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -2422901.500000 Penalty: 971.492859
	Iteration 16Q: 3 clusters Score -2422902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -2422902.250000 Penalty: 971.492859
	Iteration 17Q: 3 clusters Score -2422902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2422904.750000 Penalty: 971.492859
	Iteration 18Q: 3 clusters Score -2422905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -2422904.750000 Penalty: 971.492859
	Iteration 19F: 3 clusters Score -2422905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 84660 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 5 contains 39387 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 93787 members 
Mstep: Class 8 contains 75890 members 
Mstep: Class 9 contains 2592 members 
Mstep: Class 10 contains 16111 members 
Mstep: Class 12 contains 58789 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 57691 members 
Mstep: Class 19 contains 65126 members 
Mstep: Class 20 contains 28870 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 98523 members 
Mstep: Class 23 contains 69827 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 2744 members 
Mstep: Class 26 contains 15443 members 
Mstep: Class 27 contains 161123 members 
Mstep: Class 28 contains 3791 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 14023 members 
Mstep: Class 31 contains 40868 members 
Mstep: Class 32 contains 36208 members 
Mstep: Class 33 contains 92323 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136813 members 
Mstep: Class 37 contains 17950 members 
Mstep: Class 38 contains 69688 members 
Mstep: Class 39 contains 64455 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16480 members 
Mstep: Class 42 contains 5651 members 
Mstep: Class 43 contains 65178 members 
Mstep: Class 44 contains 22696 members 
Mstep: Class 45 contains 5164 members 
Mstep: Class 46 contains 5174 members 
Mstep: Class 47 contains 32075 members 
Mstep: Class 48 contains 21794 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5050 members 
Mstep: Class 51 contains 74304 members 
Mstep: Class 52 contains 9881 members 
Mstep: Class 53 contains 31163 members 
Mstep: Class 54 contains 13864 members 
Mstep: Class 55 contains 43293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474248.000000 Penalty: 34638.300781
Iteration 479Q: 54 clusters Score -8.747425e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 84661 members 
Mstep: Class 3 contains 2407 members 
Mstep: Class 5 contains 39384 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 94101 members 
Mstep: Class 8 contains 75899 members 
Mstep: Class 9 contains 2596 members 
Mstep: Class 10 contains 16022 members 
Mstep: Class 12 contains 58764 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 57302 members 
Mstep: Class 19 contains 65153 members 
Mstep: Class 20 contains 28603 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 98454 members 
Mstep: Class 23 contains 69840 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15444 members 
Mstep: Class 27 contains 161154 members 
Mstep: Class 28 contains 3807 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13983 members 
Mstep: Class 31 contains 40866 members 
Mstep: Class 32 contains 36582 members 
Mstep: Class 33 contains 92311 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136828 members 
Mstep: Class 37 contains 17950 members 
Mstep: Class 38 contains 69491 members 
Mstep: Class 39 contains 64530 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16483 members 
Mstep: Class 42 contains 5652 members 
Mstep: Class 43 contains 65039 members 
Mstep: Class 44 contains 23035 members 
Mstep: Class 45 contains 5164 members 
Mstep: Class 46 contains 5174 members 
Mstep: Class 47 contains 32037 members 
Mstep: Class 48 contains 21835 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 5030 members 
Mstep: Class 51 contains 75063 members 
Mstep: Class 52 contains 9879 members 
Mstep: Class 53 contains 31311 members 
Mstep: Class 54 contains 13936 members 
Mstep: Class 55 contains 42370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474192.000000 Penalty: 34638.300781
Iteration 480F: 54 clusters Score -8.747419e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 84653 members 
Mstep: Class 3 contains 2526 members 
Mstep: Class 5 contains 39389 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 94545 members 
Mstep: Class 8 contains 75899 members 
Mstep: Class 9 contains 2596 members 
Mstep: Class 10 contains 15908 members 
Mstep: Class 12 contains 58754 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1577 members 
Mstep: Class 18 contains 57082 members 
Mstep: Class 19 contains 65158 members 
Mstep: Class 20 contains 28317 members 
Mstep: Class 21 contains 1717 members 
Mstep: Class 22 contains 98409 members 
Mstep: Class 23 contains 69866 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 2742 members 
Mstep: Class 26 contains 15446 members 
Mstep: Class 27 contains 161205 members 
Mstep: Class 28 contains 3829 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13950 members 
Mstep: Class 31 contains 40863 members 
Mstep: Class 32 contains 36956 members 
Mstep: Class 33 contains 92300 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136865 members 
Mstep: Class 37 contains 17949 members 
Mstep: Class 38 contains 69326 members 
Mstep: Class 39 contains 64517 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16487 members 
Mstep: Class 42 contains 5653 members 
Mstep: Class 43 contains 64909 members 
Mstep: Class 44 contains 23266 members 
Mstep: Class 45 contains 5162 members 
Mstep: Class 46 contains 5174 members 
Mstep: Class 47 contains 31979 members 
Mstep: Class 48 contains 21886 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4968 members 
Mstep: Class 51 contains 75773 members 
Mstep: Class 52 contains 9878 members 
Mstep: Class 53 contains 31453 members 
Mstep: Class 54 contains 13823 members 
Mstep: Class 55 contains 41428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474520.000000 Penalty: 34638.300781
Iteration 481Q: 54 clusters Score -8.747452e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 84643 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 5 contains 39394 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 94889 members 
Mstep: Class 8 contains 75899 members 
Mstep: Class 9 contains 2600 members 
Mstep: Class 10 contains 15794 members 
Mstep: Class 12 contains 58729 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1575 members 
Mstep: Class 18 contains 56913 members 
Mstep: Class 19 contains 65161 members 
Mstep: Class 20 contains 28010 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98359 members 
Mstep: Class 23 contains 69884 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 2743 members 
Mstep: Class 26 contains 15446 members 
Mstep: Class 27 contains 161247 members 
Mstep: Class 28 contains 3846 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13919 members 
Mstep: Class 31 contains 40863 members 
Mstep: Class 32 contains 37375 members 
Mstep: Class 33 contains 92297 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136886 members 
Mstep: Class 37 contains 17948 members 
Mstep: Class 38 contains 69167 members 
Mstep: Class 39 contains 64591 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16490 members 
Mstep: Class 42 contains 5653 members 
Mstep: Class 43 contains 64750 members 
Mstep: Class 44 contains 23527 members 
Mstep: Class 45 contains 5159 members 
Mstep: Class 46 contains 5175 members 
Mstep: Class 47 contains 31941 members 
Mstep: Class 48 contains 21946 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4917 members 
Mstep: Class 51 contains 76451 members 
Mstep: Class 52 contains 9877 members 
Mstep: Class 53 contains 31598 members 
Mstep: Class 54 contains 13806 members 
Mstep: Class 55 contains 40539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474416.000000 Penalty: 34638.300781
Iteration 482Q: 54 clusters Score -8.747442e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 84641 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 5 contains 39400 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 95262 members 
Mstep: Class 8 contains 75906 members 
Mstep: Class 9 contains 2605 members 
Mstep: Class 10 contains 15660 members 
Mstep: Class 12 contains 58718 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 56597 members 
Mstep: Class 19 contains 65154 members 
Mstep: Class 20 contains 27745 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98312 members 
Mstep: Class 23 contains 69893 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 2744 members 
Mstep: Class 26 contains 15447 members 
Mstep: Class 27 contains 161278 members 
Mstep: Class 28 contains 3858 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13890 members 
Mstep: Class 31 contains 40865 members 
Mstep: Class 32 contains 37781 members 
Mstep: Class 33 contains 92292 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136902 members 
Mstep: Class 37 contains 17948 members 
Mstep: Class 38 contains 68995 members 
Mstep: Class 39 contains 64637 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16491 members 
Mstep: Class 42 contains 5655 members 
Mstep: Class 43 contains 64559 members 
Mstep: Class 44 contains 23737 members 
Mstep: Class 45 contains 5162 members 
Mstep: Class 46 contains 5174 members 
Mstep: Class 47 contains 31954 members 
Mstep: Class 48 contains 22011 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4851 members 
Mstep: Class 51 contains 76996 members 
Mstep: Class 52 contains 9876 members 
Mstep: Class 53 contains 31738 members 
Mstep: Class 54 contains 13841 members 
Mstep: Class 55 contains 39917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474592.000000 Penalty: 34638.300781
Iteration 483Q: 54 clusters Score -8.747459e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 84640 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 5 contains 39395 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 95594 members 
Mstep: Class 8 contains 75912 members 
Mstep: Class 9 contains 2609 members 
Mstep: Class 10 contains 15521 members 
Mstep: Class 12 contains 58706 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 56393 members 
Mstep: Class 19 contains 65162 members 
Mstep: Class 20 contains 27468 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98285 members 
Mstep: Class 23 contains 69891 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 2741 members 
Mstep: Class 26 contains 15445 members 
Mstep: Class 27 contains 161291 members 
Mstep: Class 28 contains 3876 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13867 members 
Mstep: Class 31 contains 40864 members 
Mstep: Class 32 contains 38179 members 
Mstep: Class 33 contains 92281 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136908 members 
Mstep: Class 37 contains 17948 members 
Mstep: Class 38 contains 68878 members 
Mstep: Class 39 contains 64707 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16495 members 
Mstep: Class 42 contains 5656 members 
Mstep: Class 43 contains 64386 members 
Mstep: Class 44 contains 23926 members 
Mstep: Class 45 contains 5166 members 
Mstep: Class 46 contains 5175 members 
Mstep: Class 47 contains 31933 members 
Mstep: Class 48 contains 22090 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4770 members 
Mstep: Class 51 contains 77525 members 
Mstep: Class 52 contains 9875 members 
Mstep: Class 53 contains 31889 members 
Mstep: Class 54 contains 13885 members 
Mstep: Class 55 contains 39245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474608.000000 Penalty: 34638.300781
Iteration 484Q: 54 clusters Score -8.747461e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 84649 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 5 contains 39403 members 
Mstep: Class 6 contains 2022 members 
Mstep: Class 7 contains 95911 members 
Mstep: Class 8 contains 75913 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 12 contains 58685 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1619 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 1570 members 
Mstep: Class 18 contains 56044 members 
Mstep: Class 19 contains 65191 members 
Mstep: Class 20 contains 27233 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98233 members 
Mstep: Class 23 contains 69905 members 
Mstep: Class 24 contains 8679 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 15441 members 
Mstep: Class 27 contains 161290 members 
Mstep: Class 28 contains 3888 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13849 members 
Mstep: Class 31 contains 40860 members 
Mstep: Class 32 contains 38609 members 
Mstep: Class 33 contains 92274 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136916 members 
Mstep: Class 37 contains 17948 members 
Mstep: Class 38 contains 68731 members 
Mstep: Class 39 contains 64643 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16499 members 
Mstep: Class 42 contains 5655 members 
Mstep: Class 43 contains 64156 members 
Mstep: Class 44 contains 24089 members 
Mstep: Class 45 contains 5171 members 
Mstep: Class 46 contains 5176 members 
Mstep: Class 47 contains 31929 members 
Mstep: Class 48 contains 22120 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4743 members 
Mstep: Class 51 contains 78061 members 
Mstep: Class 52 contains 9875 members 
Mstep: Class 53 contains 32035 members 
Mstep: Class 54 contains 13968 members 
Mstep: Class 55 contains 38660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474664.000000 Penalty: 34638.300781
Iteration 485Q: 54 clusters Score -8.747466e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 84647 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 5 contains 39407 members 
Mstep: Class 6 contains 2020 members 
Mstep: Class 7 contains 96160 members 
Mstep: Class 8 contains 75922 members 
Mstep: Class 9 contains 2616 members 
Mstep: Class 10 contains 15274 members 
Mstep: Class 12 contains 58672 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 55678 members 
Mstep: Class 19 contains 65224 members 
Mstep: Class 20 contains 27026 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98211 members 
Mstep: Class 23 contains 69909 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 15440 members 
Mstep: Class 27 contains 161297 members 
Mstep: Class 28 contains 3905 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13843 members 
Mstep: Class 31 contains 40859 members 
Mstep: Class 32 contains 39045 members 
Mstep: Class 33 contains 92274 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136910 members 
Mstep: Class 37 contains 17947 members 
Mstep: Class 38 contains 68572 members 
Mstep: Class 39 contains 64780 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16501 members 
Mstep: Class 42 contains 5657 members 
Mstep: Class 43 contains 63917 members 
Mstep: Class 44 contains 24287 members 
Mstep: Class 45 contains 5169 members 
Mstep: Class 46 contains 5175 members 
Mstep: Class 47 contains 31918 members 
Mstep: Class 48 contains 22176 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4677 members 
Mstep: Class 51 contains 78495 members 
Mstep: Class 52 contains 9877 members 
Mstep: Class 53 contains 32165 members 
Mstep: Class 54 contains 14058 members 
Mstep: Class 55 contains 38240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474816.000000 Penalty: 34638.300781
Iteration 486Q: 54 clusters Score -8.747482e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 84633 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 5 contains 39405 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 96525 members 
Mstep: Class 8 contains 75945 members 
Mstep: Class 9 contains 2619 members 
Mstep: Class 10 contains 15151 members 
Mstep: Class 12 contains 58657 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1623 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 55372 members 
Mstep: Class 19 contains 65264 members 
Mstep: Class 20 contains 26827 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98214 members 
Mstep: Class 23 contains 69916 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2736 members 
Mstep: Class 26 contains 15440 members 
Mstep: Class 27 contains 161295 members 
Mstep: Class 28 contains 3916 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13836 members 
Mstep: Class 31 contains 40858 members 
Mstep: Class 32 contains 39547 members 
Mstep: Class 33 contains 92268 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136887 members 
Mstep: Class 37 contains 17948 members 
Mstep: Class 38 contains 68429 members 
Mstep: Class 39 contains 64780 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16508 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 63639 members 
Mstep: Class 44 contains 24503 members 
Mstep: Class 45 contains 5171 members 
Mstep: Class 46 contains 5174 members 
Mstep: Class 47 contains 31885 members 
Mstep: Class 48 contains 22198 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4648 members 
Mstep: Class 51 contains 78898 members 
Mstep: Class 52 contains 9877 members 
Mstep: Class 53 contains 32281 members 
Mstep: Class 54 contains 13954 members 
Mstep: Class 55 contains 37770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474600.000000 Penalty: 34638.300781
Iteration 487Q: 54 clusters Score -8.74746e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 84616 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 5 contains 39406 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 96914 members 
Mstep: Class 8 contains 75963 members 
Mstep: Class 9 contains 2623 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 12 contains 58633 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 18 contains 55189 members 
Mstep: Class 19 contains 65291 members 
Mstep: Class 20 contains 26700 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98221 members 
Mstep: Class 23 contains 69914 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2735 members 
Mstep: Class 26 contains 15440 members 
Mstep: Class 27 contains 161305 members 
Mstep: Class 28 contains 3927 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13825 members 
Mstep: Class 31 contains 40857 members 
Mstep: Class 32 contains 40041 members 
Mstep: Class 33 contains 92259 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136873 members 
Mstep: Class 37 contains 17950 members 
Mstep: Class 38 contains 68252 members 
Mstep: Class 39 contains 64821 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16518 members 
Mstep: Class 42 contains 5665 members 
Mstep: Class 43 contains 63318 members 
Mstep: Class 44 contains 24615 members 
Mstep: Class 45 contains 5175 members 
Mstep: Class 46 contains 5172 members 
Mstep: Class 47 contains 31854 members 
Mstep: Class 48 contains 22227 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4607 members 
Mstep: Class 51 contains 79317 members 
Mstep: Class 52 contains 9874 members 
Mstep: Class 53 contains 32395 members 
Mstep: Class 54 contains 13820 members 
Mstep: Class 55 contains 37260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474344.000000 Penalty: 34638.300781
Iteration 488Q: 54 clusters Score -8.747434e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 84603 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 5 contains 39415 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 97277 members 
Mstep: Class 8 contains 75976 members 
Mstep: Class 9 contains 2624 members 
Mstep: Class 10 contains 15000 members 
Mstep: Class 12 contains 58616 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 18 contains 55127 members 
Mstep: Class 19 contains 65298 members 
Mstep: Class 20 contains 26643 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98213 members 
Mstep: Class 23 contains 69913 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2735 members 
Mstep: Class 26 contains 15442 members 
Mstep: Class 27 contains 161307 members 
Mstep: Class 28 contains 3944 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13797 members 
Mstep: Class 31 contains 40857 members 
Mstep: Class 32 contains 40466 members 
Mstep: Class 33 contains 92242 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136851 members 
Mstep: Class 37 contains 17949 members 
Mstep: Class 38 contains 68093 members 
Mstep: Class 39 contains 64859 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16530 members 
Mstep: Class 42 contains 5668 members 
Mstep: Class 43 contains 63017 members 
Mstep: Class 44 contains 24909 members 
Mstep: Class 45 contains 5174 members 
Mstep: Class 46 contains 5171 members 
Mstep: Class 47 contains 31813 members 
Mstep: Class 48 contains 22263 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4548 members 
Mstep: Class 51 contains 79463 members 
Mstep: Class 52 contains 9872 members 
Mstep: Class 53 contains 32485 members 
Mstep: Class 54 contains 13745 members 
Mstep: Class 55 contains 36757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474488.000000 Penalty: 34638.300781
Iteration 489Q: 54 clusters Score -8.747449e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 84596 members 
Mstep: Class 3 contains 2106 members 
Mstep: Class 5 contains 39408 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 97544 members 
Mstep: Class 8 contains 75985 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 14929 members 
Mstep: Class 12 contains 58596 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 18 contains 55019 members 
Mstep: Class 19 contains 65316 members 
Mstep: Class 20 contains 26580 members 
Mstep: Class 21 contains 1717 members 
Mstep: Class 22 contains 98215 members 
Mstep: Class 23 contains 69912 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 15443 members 
Mstep: Class 27 contains 161306 members 
Mstep: Class 28 contains 3965 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13786 members 
Mstep: Class 31 contains 40856 members 
Mstep: Class 32 contains 40858 members 
Mstep: Class 33 contains 92231 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136837 members 
Mstep: Class 37 contains 17946 members 
Mstep: Class 38 contains 67939 members 
Mstep: Class 39 contains 64962 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16539 members 
Mstep: Class 42 contains 5672 members 
Mstep: Class 43 contains 62717 members 
Mstep: Class 44 contains 25222 members 
Mstep: Class 45 contains 5178 members 
Mstep: Class 46 contains 5171 members 
Mstep: Class 47 contains 31791 members 
Mstep: Class 48 contains 22300 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4500 members 
Mstep: Class 51 contains 79768 members 
Mstep: Class 52 contains 9870 members 
Mstep: Class 53 contains 32574 members 
Mstep: Class 54 contains 13750 members 
Mstep: Class 55 contains 36160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474384.000000 Penalty: 34638.300781
Iteration 490Q: 54 clusters Score -8.747438e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 84584 members 
Mstep: Class 3 contains 2209 members 
Mstep: Class 5 contains 39407 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 97893 members 
Mstep: Class 8 contains 75997 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 14841 members 
Mstep: Class 12 contains 58580 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 1567 members 
Mstep: Class 18 contains 54939 members 
Mstep: Class 19 contains 65328 members 
Mstep: Class 20 contains 26573 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 98207 members 
Mstep: Class 23 contains 69917 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2735 members 
Mstep: Class 26 contains 15445 members 
Mstep: Class 27 contains 161316 members 
Mstep: Class 28 contains 3981 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13767 members 
Mstep: Class 31 contains 40857 members 
Mstep: Class 32 contains 41245 members 
Mstep: Class 33 contains 92224 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136831 members 
Mstep: Class 37 contains 17945 members 
Mstep: Class 38 contains 67790 members 
Mstep: Class 39 contains 64930 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16544 members 
Mstep: Class 42 contains 5675 members 
Mstep: Class 43 contains 62370 members 
Mstep: Class 44 contains 25364 members 
Mstep: Class 45 contains 5178 members 
Mstep: Class 46 contains 5170 members 
Mstep: Class 47 contains 31773 members 
Mstep: Class 48 contains 22363 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4434 members 
Mstep: Class 51 contains 80129 members 
Mstep: Class 52 contains 9865 members 
Mstep: Class 53 contains 32656 members 
Mstep: Class 54 contains 13684 members 
Mstep: Class 55 contains 35533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474016.000000 Penalty: 34638.300781
Iteration 491Q: 54 clusters Score -8.747402e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 84592 members 
Mstep: Class 3 contains 2103 members 
Mstep: Class 5 contains 39415 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 98124 members 
Mstep: Class 8 contains 76013 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 14772 members 
Mstep: Class 12 contains 58563 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 54853 members 
Mstep: Class 19 contains 65322 members 
Mstep: Class 20 contains 26571 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 98175 members 
Mstep: Class 23 contains 69925 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2735 members 
Mstep: Class 26 contains 15447 members 
Mstep: Class 27 contains 161315 members 
Mstep: Class 28 contains 3996 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13765 members 
Mstep: Class 31 contains 40857 members 
Mstep: Class 32 contains 41659 members 
Mstep: Class 33 contains 92211 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136828 members 
Mstep: Class 37 contains 17939 members 
Mstep: Class 38 contains 67627 members 
Mstep: Class 39 contains 64988 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16543 members 
Mstep: Class 42 contains 5681 members 
Mstep: Class 43 contains 62039 members 
Mstep: Class 44 contains 25706 members 
Mstep: Class 45 contains 5178 members 
Mstep: Class 46 contains 5170 members 
Mstep: Class 47 contains 31724 members 
Mstep: Class 48 contains 22413 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4396 members 
Mstep: Class 51 contains 80307 members 
Mstep: Class 52 contains 9868 members 
Mstep: Class 53 contains 32746 members 
Mstep: Class 54 contains 13708 members 
Mstep: Class 55 contains 35011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474056.000000 Penalty: 34638.300781
Iteration 492Q: 54 clusters Score -8.747406e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 84584 members 
Mstep: Class 3 contains 2094 members 
Mstep: Class 5 contains 39432 members 
Mstep: Class 6 contains 2017 members 
Mstep: Class 7 contains 98404 members 
Mstep: Class 8 contains 76017 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 14708 members 
Mstep: Class 12 contains 58548 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 1567 members 
Mstep: Class 18 contains 54785 members 
Mstep: Class 19 contains 65327 members 
Mstep: Class 20 contains 26533 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 98168 members 
Mstep: Class 23 contains 69925 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2731 members 
Mstep: Class 26 contains 15451 members 
Mstep: Class 27 contains 161340 members 
Mstep: Class 28 contains 4011 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13762 members 
Mstep: Class 31 contains 40857 members 
Mstep: Class 32 contains 42040 members 
Mstep: Class 33 contains 92201 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136825 members 
Mstep: Class 37 contains 17931 members 
Mstep: Class 38 contains 67482 members 
Mstep: Class 39 contains 65055 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16543 members 
Mstep: Class 42 contains 5683 members 
Mstep: Class 43 contains 61757 members 
Mstep: Class 44 contains 25843 members 
Mstep: Class 45 contains 5177 members 
Mstep: Class 46 contains 5169 members 
Mstep: Class 47 contains 31666 members 
Mstep: Class 48 contains 22460 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4348 members 
Mstep: Class 51 contains 80525 members 
Mstep: Class 52 contains 9871 members 
Mstep: Class 53 contains 32823 members 
Mstep: Class 54 contains 13652 members 
Mstep: Class 55 contains 34563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474016.000000 Penalty: 34638.300781
Iteration 493Q: 54 clusters Score -8.747402e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 84577 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 5 contains 39439 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 98574 members 
Mstep: Class 8 contains 76018 members 
Mstep: Class 9 contains 2636 members 
Mstep: Class 10 contains 14645 members 
Mstep: Class 12 contains 58530 members 
Mstep: Class 13 contains 4604 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 54711 members 
Mstep: Class 19 contains 65347 members 
Mstep: Class 20 contains 26567 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 98151 members 
Mstep: Class 23 contains 69922 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2730 members 
Mstep: Class 26 contains 15455 members 
Mstep: Class 27 contains 161362 members 
Mstep: Class 28 contains 4028 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13770 members 
Mstep: Class 31 contains 40858 members 
Mstep: Class 32 contains 42411 members 
Mstep: Class 33 contains 92195 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136804 members 
Mstep: Class 37 contains 17926 members 
Mstep: Class 38 contains 67311 members 
Mstep: Class 39 contains 65076 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16544 members 
Mstep: Class 42 contains 5685 members 
Mstep: Class 43 contains 61427 members 
Mstep: Class 44 contains 26068 members 
Mstep: Class 45 contains 5178 members 
Mstep: Class 46 contains 5168 members 
Mstep: Class 47 contains 31693 members 
Mstep: Class 48 contains 22542 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4270 members 
Mstep: Class 51 contains 80702 members 
Mstep: Class 52 contains 9871 members 
Mstep: Class 53 contains 32884 members 
Mstep: Class 54 contains 13694 members 
Mstep: Class 55 contains 34096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474208.000000 Penalty: 34638.300781
Iteration 494Q: 54 clusters Score -8.747421e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 84559 members 
Mstep: Class 3 contains 2105 members 
Mstep: Class 5 contains 39458 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 98776 members 
Mstep: Class 8 contains 76016 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 14579 members 
Mstep: Class 12 contains 58514 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 54737 members 
Mstep: Class 19 contains 65375 members 
Mstep: Class 20 contains 26553 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 98110 members 
Mstep: Class 23 contains 69927 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2728 members 
Mstep: Class 26 contains 15456 members 
Mstep: Class 27 contains 161353 members 
Mstep: Class 28 contains 4047 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13778 members 
Mstep: Class 31 contains 40857 members 
Mstep: Class 32 contains 42846 members 
Mstep: Class 33 contains 92192 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136786 members 
Mstep: Class 37 contains 17923 members 
Mstep: Class 38 contains 67167 members 
Mstep: Class 39 contains 65123 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16546 members 
Mstep: Class 42 contains 5689 members 
Mstep: Class 43 contains 61056 members 
Mstep: Class 44 contains 26206 members 
Mstep: Class 45 contains 5178 members 
Mstep: Class 46 contains 5168 members 
Mstep: Class 47 contains 31669 members 
Mstep: Class 48 contains 22601 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4210 members 
Mstep: Class 51 contains 81094 members 
Mstep: Class 52 contains 9875 members 
Mstep: Class 53 contains 32945 members 
Mstep: Class 54 contains 13711 members 
Mstep: Class 55 contains 33393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474064.000000 Penalty: 34638.300781
Iteration 495Q: 54 clusters Score -8.747406e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 84548 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 5 contains 39462 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 98961 members 
Mstep: Class 8 contains 76025 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 14497 members 
Mstep: Class 12 contains 58500 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 18 contains 54578 members 
Mstep: Class 19 contains 65388 members 
Mstep: Class 20 contains 26561 members 
Mstep: Class 21 contains 1717 members 
Mstep: Class 22 contains 98079 members 
Mstep: Class 23 contains 69941 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2728 members 
Mstep: Class 26 contains 15457 members 
Mstep: Class 27 contains 161354 members 
Mstep: Class 28 contains 4063 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 13773 members 
Mstep: Class 31 contains 40856 members 
Mstep: Class 32 contains 43244 members 
Mstep: Class 33 contains 92191 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136760 members 
Mstep: Class 37 contains 17921 members 
Mstep: Class 38 contains 67014 members 
Mstep: Class 39 contains 65201 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16550 members 
Mstep: Class 42 contains 5691 members 
Mstep: Class 43 contains 60686 members 
Mstep: Class 44 contains 26327 members 
Mstep: Class 45 contains 5182 members 
Mstep: Class 46 contains 5168 members 
Mstep: Class 47 contains 31650 members 
Mstep: Class 48 contains 22665 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4141 members 
Mstep: Class 51 contains 81341 members 
Mstep: Class 52 contains 9878 members 
Mstep: Class 53 contains 32999 members 
Mstep: Class 54 contains 13833 members 
Mstep: Class 55 contains 32999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473824.000000 Penalty: 34638.300781
Iteration 496Q: 54 clusters Score -8.747382e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 84540 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 5 contains 39462 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 99159 members 
Mstep: Class 8 contains 76043 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 14434 members 
Mstep: Class 12 contains 58487 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 18 contains 54530 members 
Mstep: Class 19 contains 65398 members 
Mstep: Class 20 contains 26558 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98032 members 
Mstep: Class 23 contains 69972 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2728 members 
Mstep: Class 26 contains 15457 members 
Mstep: Class 27 contains 161353 members 
Mstep: Class 28 contains 4081 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 13767 members 
Mstep: Class 31 contains 40854 members 
Mstep: Class 32 contains 43655 members 
Mstep: Class 33 contains 92184 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136747 members 
Mstep: Class 37 contains 17919 members 
Mstep: Class 38 contains 66837 members 
Mstep: Class 39 contains 65404 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16554 members 
Mstep: Class 42 contains 5696 members 
Mstep: Class 43 contains 60249 members 
Mstep: Class 44 contains 26599 members 
Mstep: Class 45 contains 5179 members 
Mstep: Class 46 contains 5167 members 
Mstep: Class 47 contains 31745 members 
Mstep: Class 48 contains 22694 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4121 members 
Mstep: Class 51 contains 81675 members 
Mstep: Class 52 contains 9886 members 
Mstep: Class 53 contains 33071 members 
Mstep: Class 54 contains 13852 members 
Mstep: Class 55 contains 32485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473840.000000 Penalty: 34638.300781
Iteration 497Q: 54 clusters Score -8.747384e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 84532 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 5 contains 39471 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 99341 members 
Mstep: Class 8 contains 76058 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 14382 members 
Mstep: Class 12 contains 58471 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 54472 members 
Mstep: Class 19 contains 65418 members 
Mstep: Class 20 contains 26602 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 98029 members 
Mstep: Class 23 contains 69994 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2727 members 
Mstep: Class 26 contains 15458 members 
Mstep: Class 27 contains 161371 members 
Mstep: Class 28 contains 4103 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 13771 members 
Mstep: Class 31 contains 40850 members 
Mstep: Class 32 contains 44093 members 
Mstep: Class 33 contains 92179 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136729 members 
Mstep: Class 37 contains 17918 members 
Mstep: Class 38 contains 66634 members 
Mstep: Class 39 contains 65464 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16554 members 
Mstep: Class 42 contains 5700 members 
Mstep: Class 43 contains 59787 members 
Mstep: Class 44 contains 26818 members 
Mstep: Class 45 contains 5179 members 
Mstep: Class 46 contains 5166 members 
Mstep: Class 47 contains 31780 members 
Mstep: Class 48 contains 22732 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4066 members 
Mstep: Class 51 contains 81999 members 
Mstep: Class 52 contains 9892 members 
Mstep: Class 53 contains 33142 members 
Mstep: Class 54 contains 13826 members 
Mstep: Class 55 contains 31907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473864.000000 Penalty: 34638.300781
Iteration 498Q: 54 clusters Score -8.747386e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 84520 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 5 contains 39468 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 99512 members 
Mstep: Class 8 contains 76065 members 
Mstep: Class 9 contains 2638 members 
Mstep: Class 10 contains 14335 members 
Mstep: Class 12 contains 58461 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 1567 members 
Mstep: Class 18 contains 54382 members 
Mstep: Class 19 contains 65433 members 
Mstep: Class 20 contains 26693 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 98006 members 
Mstep: Class 23 contains 70007 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2727 members 
Mstep: Class 26 contains 15460 members 
Mstep: Class 27 contains 161392 members 
Mstep: Class 28 contains 4120 members 
Mstep: Class 29 contains 661 members 
Mstep: Class 30 contains 13772 members 
Mstep: Class 31 contains 40850 members 
Mstep: Class 32 contains 44488 members 
Mstep: Class 33 contains 92173 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136732 members 
Mstep: Class 37 contains 17918 members 
Mstep: Class 38 contains 66425 members 
Mstep: Class 39 contains 65501 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16555 members 
Mstep: Class 42 contains 5706 members 
Mstep: Class 43 contains 59371 members 
Mstep: Class 44 contains 27071 members 
Mstep: Class 45 contains 5181 members 
Mstep: Class 46 contains 5164 members 
Mstep: Class 47 contains 31759 members 
Mstep: Class 48 contains 22760 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 4048 members 
Mstep: Class 51 contains 82242 members 
Mstep: Class 52 contains 9895 members 
Mstep: Class 53 contains 33195 members 
Mstep: Class 54 contains 13861 members 
Mstep: Class 55 contains 31329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87473976.000000 Penalty: 34638.300781
Iteration 499Q: 54 clusters Score -8.747398e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 84507 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 5 contains 39476 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 99727 members 
Mstep: Class 8 contains 76065 members 
Mstep: Class 9 contains 2639 members 
Mstep: Class 10 contains 14306 members 
Mstep: Class 12 contains 58444 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 1623 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 54346 members 
Mstep: Class 19 contains 65452 members 
Mstep: Class 20 contains 26793 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 98017 members 
Mstep: Class 23 contains 70017 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 2726 members 
Mstep: Class 26 contains 15464 members 
Mstep: Class 27 contains 161414 members 
Mstep: Class 28 contains 4137 members 
Mstep: Class 29 contains 660 members 
Mstep: Class 30 contains 13781 members 
Mstep: Class 31 contains 40851 members 
Mstep: Class 32 contains 44918 members 
Mstep: Class 33 contains 92168 members 
Mstep: Class 34 contains 488 members 
Mstep: Class 35 contains 2094 members 
Mstep: Class 36 contains 136718 members 
Mstep: Class 37 contains 17918 members 
Mstep: Class 38 contains 66238 members 
Mstep: Class 39 contains 65497 members 
Mstep: Class 40 contains 115 members 
Mstep: Class 41 contains 16563 members 
Mstep: Class 42 contains 5704 members 
Mstep: Class 43 contains 58859 members 
Mstep: Class 44 contains 27260 members 
Mstep: Class 45 contains 5180 members 
Mstep: Class 46 contains 5161 members 
Mstep: Class 47 contains 31848 members 
Mstep: Class 48 contains 22801 members 
Mstep: Class 49 contains 480 members 
Mstep: Class 50 contains 3971 members 
Mstep: Class 51 contains 82532 members 
Mstep: Class 52 contains 9899 members 
Mstep: Class 53 contains 33248 members 
Mstep: Class 54 contains 13746 members 
Mstep: Class 55 contains 30788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87474032.000000 Penalty: 34638.300781
Iteration 500F: 54 clusters Score -8.747403e+07 nChanged 2774
Maximum iterations exceeded
22->54 Clusters: Score -87474032.000000, best is -87431944.000000
THE BEST YET!

Starting from 23 clusters...
--- Clustering full data set of 1730287 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 78388 members 
Mstep: Class 3 contains 78661 members 
Mstep: Class 4 contains 78604 members 
Mstep: Class 5 contains 77931 members 
Mstep: Class 6 contains 79004 members 
Mstep: Class 7 contains 78730 members 
Mstep: Class 8 contains 79084 members 
Mstep: Class 9 contains 79018 members 
Mstep: Class 10 contains 78267 members 
Mstep: Class 11 contains 78653 members 
Mstep: Class 12 contains 78707 members 
Mstep: Class 13 contains 78267 members 
Mstep: Class 14 contains 78311 members 
Mstep: Class 15 contains 78957 members 
Mstep: Class 16 contains 78970 members 
Mstep: Class 17 contains 78696 members 
Mstep: Class 18 contains 78762 members 
Mstep: Class 19 contains 78813 members 
Mstep: Class 20 contains 78760 members 
Mstep: Class 21 contains 78678 members 
Mstep: Class 22 contains 78392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 211.934692 but Gain 653.552734
Score: -81973784.000000 Penalty: 13724.609375
Iteration 0F: 22 clusters Score -8.197378e+07 nChanged 1650855
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 29988 members 
Mstep: Class 3 contains 80917 members 
Mstep: Class 5 contains 132233 members 
Mstep: Class 6 contains 48794 members 
Mstep: Class 7 contains 131192 members 
Mstep: Class 8 contains 68423 members 
Mstep: Class 9 contains 150275 members 
Mstep: Class 10 contains 168605 members 
Mstep: Class 11 contains 31854 members 
Mstep: Class 12 contains 56917 members 
Mstep: Class 13 contains 67265 members 
Mstep: Class 14 contains 40718 members 
Mstep: Class 15 contains 92507 members 
Mstep: Class 16 contains 142018 members 
Mstep: Class 17 contains 97571 members 
Mstep: Class 18 contains 63680 members 
Mstep: Class 19 contains 48915 members 
Mstep: Class 20 contains 110715 members 
Mstep: Class 21 contains 96587 members 
Mstep: Class 22 contains 36951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85048336.000000 Penalty: 13724.609375
Iteration 1F: 22 clusters Score -8.504834e+07 nChanged 605701
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 22910 members 
Mstep: Class 3 contains 64998 members 
Mstep: Class 5 contains 132514 members 
Mstep: Class 6 contains 26068 members 
Mstep: Class 7 contains 133185 members 
Mstep: Class 8 contains 59900 members 
Mstep: Class 9 contains 151312 members 
Mstep: Class 10 contains 174261 members 
Mstep: Class 11 contains 22016 members 
Mstep: Class 12 contains 45433 members 
Mstep: Class 13 contains 46412 members 
Mstep: Class 14 contains 42861 members 
Mstep: Class 15 contains 162561 members 
Mstep: Class 16 contains 152210 members 
Mstep: Class 17 contains 94205 members 
Mstep: Class 18 contains 75716 members 
Mstep: Class 19 contains 45144 members 
Mstep: Class 20 contains 97887 members 
Mstep: Class 21 contains 118365 members 
Mstep: Class 22 contains 26741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85769888.000000 Penalty: 13724.609375
Iteration 2F: 22 clusters Score -8.576989e+07 nChanged 451161
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 18593 members 
Mstep: Class 3 contains 53948 members 
Mstep: Class 5 contains 143104 members 
Mstep: Class 6 contains 14427 members 
Mstep: Class 7 contains 128474 members 
Mstep: Class 8 contains 51805 members 
Mstep: Class 9 contains 141992 members 
Mstep: Class 10 contains 176054 members 
Mstep: Class 11 contains 15043 members 
Mstep: Class 12 contains 34457 members 
Mstep: Class 13 contains 29940 members 
Mstep: Class 14 contains 50337 members 
Mstep: Class 15 contains 220852 members 
Mstep: Class 16 contains 174996 members 
Mstep: Class 17 contains 97837 members 
Mstep: Class 18 contains 76011 members 
Mstep: Class 19 contains 42676 members 
Mstep: Class 20 contains 76610 members 
Mstep: Class 21 contains 123459 members 
Mstep: Class 22 contains 17995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86182120.000000 Penalty: 13724.609375
Iteration 3F: 22 clusters Score -8.618212e+07 nChanged 356113
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 15165 members 
Mstep: Class 3 contains 43747 members 
Mstep: Class 5 contains 159908 members 
Mstep: Class 6 contains 8936 members 
Mstep: Class 7 contains 116355 members 
Mstep: Class 8 contains 45061 members 
Mstep: Class 9 contains 131329 members 
Mstep: Class 10 contains 171056 members 
Mstep: Class 11 contains 10172 members 
Mstep: Class 12 contains 24036 members 
Mstep: Class 13 contains 18316 members 
Mstep: Class 14 contains 59695 members 
Mstep: Class 15 contains 252413 members 
Mstep: Class 16 contains 207609 members 
Mstep: Class 17 contains 106286 members 
Mstep: Class 18 contains 76023 members 
Mstep: Class 19 contains 40954 members 
Mstep: Class 20 contains 57180 members 
Mstep: Class 21 contains 125228 members 
Mstep: Class 22 contains 11256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86404096.000000 Penalty: 13724.609375
Iteration 4F: 22 clusters Score -8.64041e+07 nChanged 276764
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 13645 members 
Mstep: Class 3 contains 33519 members 
Mstep: Class 5 contains 176008 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 103607 members 
Mstep: Class 8 contains 39829 members 
Mstep: Class 9 contains 122344 members 
Mstep: Class 10 contains 157152 members 
Mstep: Class 11 contains 7294 members 
Mstep: Class 12 contains 16347 members 
Mstep: Class 13 contains 10696 members 
Mstep: Class 14 contains 67879 members 
Mstep: Class 15 contains 255396 members 
Mstep: Class 16 contains 252905 members 
Mstep: Class 17 contains 115902 members 
Mstep: Class 18 contains 80531 members 
Mstep: Class 19 contains 39113 members 
Mstep: Class 20 contains 43451 members 
Mstep: Class 21 contains 126635 members 
Mstep: Class 22 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86562872.000000 Penalty: 13724.609375
Iteration 5F: 22 clusters Score -8.656287e+07 nChanged 225054
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 13111 members 
Mstep: Class 3 contains 24825 members 
Mstep: Class 5 contains 191232 members 
Mstep: Class 6 contains 4468 members 
Mstep: Class 7 contains 92549 members 
Mstep: Class 8 contains 35263 members 
Mstep: Class 9 contains 119014 members 
Mstep: Class 10 contains 146851 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 12202 members 
Mstep: Class 13 contains 6400 members 
Mstep: Class 14 contains 72505 members 
Mstep: Class 15 contains 245963 members 
Mstep: Class 16 contains 297952 members 
Mstep: Class 17 contains 121592 members 
Mstep: Class 18 contains 84870 members 
Mstep: Class 19 contains 36923 members 
Mstep: Class 20 contains 33655 members 
Mstep: Class 21 contains 123091 members 
Mstep: Class 22 contains 3987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86673472.000000 Penalty: 13724.609375
Iteration 6F: 22 clusters Score -8.667347e+07 nChanged 182401
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 13144 members 
Mstep: Class 3 contains 18236 members 
Mstep: Class 5 contains 205361 members 
Mstep: Class 6 contains 3570 members 
Mstep: Class 7 contains 87167 members 
Mstep: Class 8 contains 31989 members 
Mstep: Class 9 contains 121269 members 
Mstep: Class 10 contains 145143 members 
Mstep: Class 11 contains 4911 members 
Mstep: Class 12 contains 10594 members 
Mstep: Class 13 contains 4174 members 
Mstep: Class 14 contains 75444 members 
Mstep: Class 15 contains 233586 members 
Mstep: Class 16 contains 320335 members 
Mstep: Class 17 contains 125354 members 
Mstep: Class 18 contains 88970 members 
Mstep: Class 19 contains 34886 members 
Mstep: Class 20 contains 27304 members 
Mstep: Class 21 contains 116839 members 
Mstep: Class 22 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86749120.000000 Penalty: 13724.609375
Iteration 7F: 22 clusters Score -8.674912e+07 nChanged 151030
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 13498 members 
Mstep: Class 3 contains 13640 members 
Mstep: Class 5 contains 217027 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 84422 members 
Mstep: Class 8 contains 29372 members 
Mstep: Class 9 contains 124512 members 
Mstep: Class 10 contains 141135 members 
Mstep: Class 11 contains 4477 members 
Mstep: Class 12 contains 9804 members 
Mstep: Class 13 contains 3194 members 
Mstep: Class 14 contains 78698 members 
Mstep: Class 15 contains 226524 members 
Mstep: Class 16 contains 329827 members 
Mstep: Class 17 contains 127642 members 
Mstep: Class 18 contains 95137 members 
Mstep: Class 19 contains 33435 members 
Mstep: Class 20 contains 23457 members 
Mstep: Class 21 contains 109621 members 
Mstep: Class 22 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86798952.000000 Penalty: 13724.609375
Iteration 8F: 22 clusters Score -8.679895e+07 nChanged 125205
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 14197 members 
Mstep: Class 3 contains 10229 members 
Mstep: Class 5 contains 226231 members 
Mstep: Class 6 contains 2640 members 
Mstep: Class 7 contains 84359 members 
Mstep: Class 8 contains 28034 members 
Mstep: Class 9 contains 127713 members 
Mstep: Class 10 contains 138279 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 9158 members 
Mstep: Class 13 contains 2627 members 
Mstep: Class 14 contains 81990 members 
Mstep: Class 15 contains 221086 members 
Mstep: Class 16 contains 326507 members 
Mstep: Class 17 contains 129314 members 
Mstep: Class 18 contains 102612 members 
Mstep: Class 19 contains 32482 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 104891 members 
Mstep: Class 22 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86841776.000000 Penalty: 13724.609375
Iteration 9F: 22 clusters Score -8.684178e+07 nChanged 106401
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 15153 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 5 contains 232818 members 
Mstep: Class 6 contains 2348 members 
Mstep: Class 7 contains 85985 members 
Mstep: Class 8 contains 27408 members 
Mstep: Class 9 contains 130638 members 
Mstep: Class 10 contains 138420 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 8696 members 
Mstep: Class 13 contains 2251 members 
Mstep: Class 14 contains 85039 members 
Mstep: Class 15 contains 214846 members 
Mstep: Class 16 contains 315763 members 
Mstep: Class 17 contains 130440 members 
Mstep: Class 18 contains 109641 members 
Mstep: Class 19 contains 32090 members 
Mstep: Class 20 contains 20129 members 
Mstep: Class 21 contains 102808 members 
Mstep: Class 22 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86881512.000000 Penalty: 13724.609375
Iteration 10F: 22 clusters Score -8.688151e+07 nChanged 99430
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 16502 members 
Mstep: Class 3 contains 5815 members 
Mstep: Class 5 contains 237405 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 88531 members 
Mstep: Class 8 contains 27127 members 
Mstep: Class 9 contains 133616 members 
Mstep: Class 10 contains 141670 members 
Mstep: Class 11 contains 4149 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 87805 members 
Mstep: Class 15 contains 207234 members 
Mstep: Class 16 contains 299797 members 
Mstep: Class 17 contains 131559 members 
Mstep: Class 18 contains 114975 members 
Mstep: Class 19 contains 32411 members 
Mstep: Class 20 contains 19426 members 
Mstep: Class 21 contains 103011 members 
Mstep: Class 22 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86905720.000000 Penalty: 13724.609375
Iteration 11F: 22 clusters Score -8.690572e+07 nChanged 104541
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 18333 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 5 contains 240504 members 
Mstep: Class 6 contains 1932 members 
Mstep: Class 7 contains 92362 members 
Mstep: Class 8 contains 27139 members 
Mstep: Class 9 contains 136556 members 
Mstep: Class 10 contains 149397 members 
Mstep: Class 11 contains 4211 members 
Mstep: Class 12 contains 8358 members 
Mstep: Class 13 contains 1911 members 
Mstep: Class 14 contains 90679 members 
Mstep: Class 15 contains 198160 members 
Mstep: Class 16 contains 275483 members 
Mstep: Class 17 contains 132752 members 
Mstep: Class 18 contains 119422 members 
Mstep: Class 19 contains 33330 members 
Mstep: Class 20 contains 19080 members 
Mstep: Class 21 contains 105684 members 
Mstep: Class 22 contains 972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86930832.000000 Penalty: 13724.609375
Iteration 12F: 22 clusters Score -8.693083e+07 nChanged 93980
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 74668 members 
Mstep: Class 2 contains 20580 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 5 contains 242107 members 
Mstep: Class 6 contains 1796 members 
Mstep: Class 7 contains 96198 members 
Mstep: Class 8 contains 27335 members 
Mstep: Class 9 contains 139475 members 
Mstep: Class 10 contains 156513 members 
Mstep: Class 11 contains 4389 members 
Mstep: Class 12 contains 8699 members 
Mstep: Class 13 contains 1870 members 
Mstep: Class 14 contains 93853 members 
Mstep: Class 15 contains 192082 members 
Mstep: Class 16 contains 248318 members 
Mstep: Class 17 contains 133158 members 
Mstep: Class 18 contains 122983 members 
Mstep: Class 19 contains 34952 members 
Mstep: Class 20 contains 19107 members 
Mstep: Class 21 contains 107837 members 
Mstep: Class 22 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86952632.000000 Penalty: 13724.609375
Iteration 13F: 22 clusters Score -8.695263e+07 nChanged 78118
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 80612 members 
Mstep: Class 2 contains 23414 members 
Mstep: Class 3 contains 2598 members 
Mstep: Class 5 contains 242258 members 
Mstep: Class 6 contains 1695 members 
Mstep: Class 7 contains 99587 members 
Mstep: Class 8 contains 27833 members 
Mstep: Class 9 contains 143196 members 
Mstep: Class 10 contains 157196 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 9303 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 97390 members 
Mstep: Class 15 contains 187917 members 
Mstep: Class 16 contains 225898 members 
Mstep: Class 17 contains 131881 members 
Mstep: Class 18 contains 125179 members 
Mstep: Class 19 contains 37665 members 
Mstep: Class 20 contains 19657 members 
Mstep: Class 21 contains 109399 members 
Mstep: Class 22 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86975664.000000 Penalty: 13724.609375
Iteration 14Q: 22 clusters Score -8.697566e+07 nChanged 67764
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 26462 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 5 contains 240967 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 102460 members 
Mstep: Class 8 contains 28402 members 
Mstep: Class 9 contains 146396 members 
Mstep: Class 10 contains 156553 members 
Mstep: Class 11 contains 4774 members 
Mstep: Class 12 contains 10026 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 100622 members 
Mstep: Class 15 contains 184160 members 
Mstep: Class 16 contains 207346 members 
Mstep: Class 17 contains 129263 members 
Mstep: Class 18 contains 126194 members 
Mstep: Class 19 contains 41223 members 
Mstep: Class 20 contains 20364 members 
Mstep: Class 21 contains 110435 members 
Mstep: Class 22 contains 1044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86999704.000000 Penalty: 13724.609375
Iteration 15Q: 22 clusters Score -8.69997e+07 nChanged 62306
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 96518 members 
Mstep: Class 2 contains 29547 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 5 contains 238681 members 
Mstep: Class 6 contains 1578 members 
Mstep: Class 7 contains 104989 members 
Mstep: Class 8 contains 28919 members 
Mstep: Class 9 contains 149310 members 
Mstep: Class 10 contains 156435 members 
Mstep: Class 11 contains 4900 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 2107 members 
Mstep: Class 14 contains 103406 members 
Mstep: Class 15 contains 180564 members 
Mstep: Class 16 contains 191944 members 
Mstep: Class 17 contains 124970 members 
Mstep: Class 18 contains 125865 members 
Mstep: Class 19 contains 45228 members 
Mstep: Class 20 contains 21081 members 
Mstep: Class 21 contains 110692 members 
Mstep: Class 22 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87022776.000000 Penalty: 13724.609375
Iteration 16Q: 22 clusters Score -8.702278e+07 nChanged 58470
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 106460 members 
Mstep: Class 2 contains 32590 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 5 contains 235615 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 107219 members 
Mstep: Class 8 contains 29433 members 
Mstep: Class 9 contains 153583 members 
Mstep: Class 10 contains 156036 members 
Mstep: Class 11 contains 4979 members 
Mstep: Class 12 contains 11350 members 
Mstep: Class 13 contains 2158 members 
Mstep: Class 14 contains 105684 members 
Mstep: Class 15 contains 177051 members 
Mstep: Class 16 contains 180493 members 
Mstep: Class 17 contains 118695 members 
Mstep: Class 18 contains 123767 members 
Mstep: Class 19 contains 49405 members 
Mstep: Class 20 contains 21775 members 
Mstep: Class 21 contains 109874 members 
Mstep: Class 22 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87042096.000000 Penalty: 13724.609375
Iteration 17Q: 22 clusters Score -8.70421e+07 nChanged 57543
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 117762 members 
Mstep: Class 2 contains 35568 members 
Mstep: Class 3 contains 1253 members 
Mstep: Class 5 contains 232419 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 109269 members 
Mstep: Class 8 contains 29872 members 
Mstep: Class 9 contains 159174 members 
Mstep: Class 10 contains 155667 members 
Mstep: Class 11 contains 5030 members 
Mstep: Class 12 contains 11904 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 107474 members 
Mstep: Class 15 contains 173566 members 
Mstep: Class 16 contains 171559 members 
Mstep: Class 17 contains 110642 members 
Mstep: Class 18 contains 120426 members 
Mstep: Class 19 contains 53423 members 
Mstep: Class 20 contains 22355 members 
Mstep: Class 21 contains 108254 members 
Mstep: Class 22 contains 1069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87058840.000000 Penalty: 13724.609375
Iteration 18Q: 22 clusters Score -8.705884e+07 nChanged 58438
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 129830 members 
Mstep: Class 2 contains 38630 members 
Mstep: Class 3 contains 1116 members 
Mstep: Class 5 contains 228590 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 110872 members 
Mstep: Class 8 contains 30145 members 
Mstep: Class 9 contains 166233 members 
Mstep: Class 10 contains 154995 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 12411 members 
Mstep: Class 13 contains 2027 members 
Mstep: Class 14 contains 108990 members 
Mstep: Class 15 contains 170534 members 
Mstep: Class 16 contains 165156 members 
Mstep: Class 17 contains 101312 members 
Mstep: Class 18 contains 115686 members 
Mstep: Class 19 contains 57481 members 
Mstep: Class 20 contains 22780 members 
Mstep: Class 21 contains 106029 members 
Mstep: Class 22 contains 1046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87073408.000000 Penalty: 13724.609375
Iteration 19Q: 22 clusters Score -8.707341e+07 nChanged 59571
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 142179 members 
Mstep: Class 2 contains 41749 members 
Mstep: Class 3 contains 1038 members 
Mstep: Class 5 contains 224620 members 
Mstep: Class 6 contains 1180 members 
Mstep: Class 7 contains 112328 members 
Mstep: Class 8 contains 30176 members 
Mstep: Class 9 contains 174930 members 
Mstep: Class 10 contains 154413 members 
Mstep: Class 11 contains 5054 members 
Mstep: Class 12 contains 12840 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 110122 members 
Mstep: Class 15 contains 167466 members 
Mstep: Class 16 contains 159365 members 
Mstep: Class 17 contains 91095 members 
Mstep: Class 18 contains 110671 members 
Mstep: Class 19 contains 61457 members 
Mstep: Class 20 contains 23167 members 
Mstep: Class 21 contains 103481 members 
Mstep: Class 22 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87091560.000000 Penalty: 13724.609375
Iteration 20F: 22 clusters Score -8.709156e+07 nChanged 61213
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 154619 members 
Mstep: Class 2 contains 44745 members 
Mstep: Class 3 contains 1034 members 
Mstep: Class 5 contains 219948 members 
Mstep: Class 6 contains 1053 members 
Mstep: Class 7 contains 113449 members 
Mstep: Class 8 contains 29840 members 
Mstep: Class 9 contains 185852 members 
Mstep: Class 10 contains 151997 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 12 contains 13216 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 14 contains 110927 members 
Mstep: Class 15 contains 164589 members 
Mstep: Class 16 contains 154121 members 
Mstep: Class 17 contains 82426 members 
Mstep: Class 18 contains 105107 members 
Mstep: Class 19 contains 65427 members 
Mstep: Class 20 contains 23378 members 
Mstep: Class 21 contains 100807 members 
Mstep: Class 22 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87107144.000000 Penalty: 13724.609375
Iteration 21Q: 22 clusters Score -8.710714e+07 nChanged 67753
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 164323 members 
Mstep: Class 2 contains 47301 members 
Mstep: Class 3 contains 1062 members 
Mstep: Class 5 contains 215550 members 
Mstep: Class 6 contains 909 members 
Mstep: Class 7 contains 114104 members 
Mstep: Class 8 contains 29284 members 
Mstep: Class 9 contains 201026 members 
Mstep: Class 10 contains 147266 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 13443 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 111736 members 
Mstep: Class 15 contains 161912 members 
Mstep: Class 16 contains 149074 members 
Mstep: Class 17 contains 76287 members 
Mstep: Class 18 contains 99083 members 
Mstep: Class 19 contains 69064 members 
Mstep: Class 20 contains 23205 members 
Mstep: Class 21 contains 98346 members 
Mstep: Class 22 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87108512.000000 Penalty: 13724.609375
Iteration 22Q: 22 clusters Score -8.710851e+07 nChanged 76625
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 166333 members 
Mstep: Class 2 contains 49628 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 5 contains 210715 members 
Mstep: Class 6 contains 763 members 
Mstep: Class 7 contains 114715 members 
Mstep: Class 8 contains 28708 members 
Mstep: Class 9 contains 222827 members 
Mstep: Class 10 contains 141484 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 112498 members 
Mstep: Class 15 contains 159356 members 
Mstep: Class 16 contains 143594 members 
Mstep: Class 17 contains 73572 members 
Mstep: Class 18 contains 93108 members 
Mstep: Class 19 contains 72609 members 
Mstep: Class 20 contains 22769 members 
Mstep: Class 21 contains 96102 members 
Mstep: Class 22 contains 929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 596.401672 but Gain 653.552734
Score: -87108448.000000 Penalty: 13071.056641
Iteration 23Q: 21 clusters Score -8.710845e+07 nChanged 80277
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 51935 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 5 contains 205950 members 
Mstep: Class 6 contains 626 members 
Mstep: Class 7 contains 115167 members 
Mstep: Class 8 contains 28005 members 
Mstep: Class 9 contains 253855 members 
Mstep: Class 10 contains 131762 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 13720 members 
Mstep: Class 14 contains 112402 members 
Mstep: Class 15 contains 156326 members 
Mstep: Class 16 contains 135544 members 
Mstep: Class 17 contains 72995 members 
Mstep: Class 18 contains 87695 members 
Mstep: Class 19 contains 76573 members 
Mstep: Class 20 contains 21783 members 
Mstep: Class 21 contains 94032 members 
Mstep: Class 22 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 571.719666 but Gain 653.552734
Score: -87100232.000000 Penalty: 12417.503906
Iteration 24Q: 20 clusters Score -8.710023e+07 nChanged 88112
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 162540 members 
Mstep: Class 2 contains 54498 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 5 contains 201690 members 
Mstep: Class 7 contains 113727 members 
Mstep: Class 8 contains 27239 members 
Mstep: Class 9 contains 295831 members 
Mstep: Class 10 contains 114810 members 
Mstep: Class 11 contains 4442 members 
Mstep: Class 12 contains 13796 members 
Mstep: Class 14 contains 111153 members 
Mstep: Class 15 contains 153373 members 
Mstep: Class 16 contains 124530 members 
Mstep: Class 17 contains 73089 members 
Mstep: Class 18 contains 82837 members 
Mstep: Class 19 contains 82939 members 
Mstep: Class 20 contains 20205 members 
Mstep: Class 21 contains 91383 members 
Mstep: Class 22 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87074304.000000 Penalty: 12417.503906
Iteration 25F: 20 clusters Score -8.70743e+07 nChanged 99437
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 159054 members 
Mstep: Class 2 contains 57636 members 
Mstep: Class 3 contains 1460 members 
Mstep: Class 5 contains 200702 members 
Mstep: Class 7 contains 109613 members 
Mstep: Class 8 contains 26860 members 
Mstep: Class 9 contains 344565 members 
Mstep: Class 10 contains 90666 members 
Mstep: Class 11 contains 4241 members 
Mstep: Class 12 contains 13956 members 
Mstep: Class 14 contains 109452 members 
Mstep: Class 15 contains 150419 members 
Mstep: Class 16 contains 110595 members 
Mstep: Class 17 contains 73347 members 
Mstep: Class 18 contains 77653 members 
Mstep: Class 19 contains 93864 members 
Mstep: Class 20 contains 18361 members 
Mstep: Class 21 contains 86943 members 
Mstep: Class 22 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86994272.000000 Penalty: 12417.503906
Iteration 26F: 20 clusters Score -8.699427e+07 nChanged 113714
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 148874 members 
Mstep: Class 2 contains 62837 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 5 contains 202303 members 
Mstep: Class 7 contains 100920 members 
Mstep: Class 8 contains 27161 members 
Mstep: Class 9 contains 367854 members 
Mstep: Class 10 contains 74875 members 
Mstep: Class 11 contains 4391 members 
Mstep: Class 12 contains 14531 members 
Mstep: Class 14 contains 110956 members 
Mstep: Class 15 contains 149569 members 
Mstep: Class 16 contains 101764 members 
Mstep: Class 17 contains 73677 members 
Mstep: Class 18 contains 75490 members 
Mstep: Class 19 contains 114431 members 
Mstep: Class 20 contains 17867 members 
Mstep: Class 21 contains 80055 members 
Mstep: Class 22 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86966776.000000 Penalty: 12417.503906
Iteration 27F: 20 clusters Score -8.696678e+07 nChanged 103704
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 145429 members 
Mstep: Class 2 contains 68904 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 5 contains 205589 members 
Mstep: Class 7 contains 89840 members 
Mstep: Class 8 contains 28269 members 
Mstep: Class 9 contains 358197 members 
Mstep: Class 10 contains 70249 members 
Mstep: Class 11 contains 4618 members 
Mstep: Class 12 contains 15230 members 
Mstep: Class 14 contains 114100 members 
Mstep: Class 15 contains 149028 members 
Mstep: Class 16 contains 99968 members 
Mstep: Class 17 contains 72767 members 
Mstep: Class 18 contains 74367 members 
Mstep: Class 19 contains 140279 members 
Mstep: Class 20 contains 18183 members 
Mstep: Class 21 contains 71980 members 
Mstep: Class 22 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86980672.000000 Penalty: 12417.503906
Iteration 28F: 20 clusters Score -8.698067e+07 nChanged 88445
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 144800 members 
Mstep: Class 2 contains 75088 members 
Mstep: Class 3 contains 3136 members 
Mstep: Class 5 contains 208721 members 
Mstep: Class 7 contains 77737 members 
Mstep: Class 8 contains 29387 members 
Mstep: Class 9 contains 347305 members 
Mstep: Class 10 contains 67867 members 
Mstep: Class 11 contains 4828 members 
Mstep: Class 12 contains 15865 members 
Mstep: Class 14 contains 117103 members 
Mstep: Class 15 contains 147589 members 
Mstep: Class 16 contains 98092 members 
Mstep: Class 17 contains 71359 members 
Mstep: Class 18 contains 73055 members 
Mstep: Class 19 contains 165602 members 
Mstep: Class 20 contains 18827 members 
Mstep: Class 21 contains 63145 members 
Mstep: Class 22 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86998440.000000 Penalty: 12417.503906
Iteration 29F: 20 clusters Score -8.699844e+07 nChanged 84807
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 145633 members 
Mstep: Class 2 contains 81798 members 
Mstep: Class 3 contains 3844 members 
Mstep: Class 5 contains 211485 members 
Mstep: Class 7 contains 71233 members 
Mstep: Class 8 contains 30472 members 
Mstep: Class 9 contains 338057 members 
Mstep: Class 10 contains 67445 members 
Mstep: Class 11 contains 4967 members 
Mstep: Class 12 contains 16409 members 
Mstep: Class 14 contains 119818 members 
Mstep: Class 15 contains 138340 members 
Mstep: Class 16 contains 95683 members 
Mstep: Class 17 contains 69828 members 
Mstep: Class 18 contains 70948 members 
Mstep: Class 19 contains 189627 members 
Mstep: Class 20 contains 19793 members 
Mstep: Class 21 contains 54163 members 
Mstep: Class 22 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87004632.000000 Penalty: 12417.503906
Iteration 30Q: 20 clusters Score -8.700463e+07 nChanged 79817
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 147310 members 
Mstep: Class 2 contains 90478 members 
Mstep: Class 3 contains 4611 members 
Mstep: Class 5 contains 213483 members 
Mstep: Class 7 contains 75132 members 
Mstep: Class 8 contains 31604 members 
Mstep: Class 9 contains 327864 members 
Mstep: Class 10 contains 67895 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 16910 members 
Mstep: Class 14 contains 122228 members 
Mstep: Class 15 contains 121765 members 
Mstep: Class 16 contains 93797 members 
Mstep: Class 17 contains 68573 members 
Mstep: Class 18 contains 69551 members 
Mstep: Class 19 contains 202156 members 
Mstep: Class 20 contains 20867 members 
Mstep: Class 21 contains 50429 members 
Mstep: Class 22 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87004800.000000 Penalty: 12417.503906
Iteration 31Q: 20 clusters Score -8.70048e+07 nChanged 74289
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 149291 members 
Mstep: Class 2 contains 101684 members 
Mstep: Class 3 contains 5451 members 
Mstep: Class 5 contains 214735 members 
Mstep: Class 7 contains 82756 members 
Mstep: Class 8 contains 32740 members 
Mstep: Class 9 contains 316994 members 
Mstep: Class 10 contains 68380 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 17382 members 
Mstep: Class 14 contains 124331 members 
Mstep: Class 15 contains 107278 members 
Mstep: Class 16 contains 92118 members 
Mstep: Class 17 contains 67975 members 
Mstep: Class 18 contains 68575 members 
Mstep: Class 19 contains 204299 members 
Mstep: Class 20 contains 22091 members 
Mstep: Class 21 contains 48981 members 
Mstep: Class 22 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 613.353394 but Gain 653.553711
Score: -87011904.000000 Penalty: 11763.950195
Iteration 32Q: 19 clusters Score -8.70119e+07 nChanged 70884
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 151252 members 
Mstep: Class 2 contains 115663 members 
Mstep: Class 3 contains 6301 members 
Mstep: Class 5 contains 215319 members 
Mstep: Class 7 contains 90002 members 
Mstep: Class 8 contains 33981 members 
Mstep: Class 9 contains 307109 members 
Mstep: Class 10 contains 68602 members 
Mstep: Class 11 contains 4105 members 
Mstep: Class 12 contains 17794 members 
Mstep: Class 14 contains 126134 members 
Mstep: Class 15 contains 98134 members 
Mstep: Class 16 contains 89726 members 
Mstep: Class 17 contains 68182 members 
Mstep: Class 18 contains 66898 members 
Mstep: Class 19 contains 200949 members 
Mstep: Class 20 contains 23587 members 
Mstep: Class 21 contains 46477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87026488.000000 Penalty: 11763.950195
Iteration 33Q: 19 clusters Score -8.702649e+07 nChanged 66649
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 129080 members 
Mstep: Class 3 contains 7204 members 
Mstep: Class 5 contains 215414 members 
Mstep: Class 7 contains 95805 members 
Mstep: Class 8 contains 35232 members 
Mstep: Class 9 contains 299253 members 
Mstep: Class 10 contains 68905 members 
Mstep: Class 11 contains 3522 members 
Mstep: Class 12 contains 18071 members 
Mstep: Class 14 contains 127812 members 
Mstep: Class 15 contains 93401 members 
Mstep: Class 16 contains 86521 members 
Mstep: Class 17 contains 68947 members 
Mstep: Class 18 contains 64602 members 
Mstep: Class 19 contains 195680 members 
Mstep: Class 20 contains 25164 members 
Mstep: Class 21 contains 42882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87038072.000000 Penalty: 11763.950195
Iteration 34Q: 19 clusters Score -8.703807e+07 nChanged 60319
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 154025 members 
Mstep: Class 2 contains 138487 members 
Mstep: Class 3 contains 8077 members 
Mstep: Class 5 contains 215163 members 
Mstep: Class 7 contains 100225 members 
Mstep: Class 8 contains 36589 members 
Mstep: Class 9 contains 293552 members 
Mstep: Class 10 contains 69507 members 
Mstep: Class 11 contains 3018 members 
Mstep: Class 12 contains 18290 members 
Mstep: Class 14 contains 129180 members 
Mstep: Class 15 contains 91531 members 
Mstep: Class 16 contains 82992 members 
Mstep: Class 17 contains 70253 members 
Mstep: Class 18 contains 62394 members 
Mstep: Class 19 contains 190559 members 
Mstep: Class 20 contains 26753 members 
Mstep: Class 21 contains 39620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87044512.000000 Penalty: 11763.950195
Iteration 35Q: 19 clusters Score -8.704451e+07 nChanged 52909
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 143630 members 
Mstep: Class 3 contains 8903 members 
Mstep: Class 5 contains 214509 members 
Mstep: Class 7 contains 103401 members 
Mstep: Class 8 contains 38002 members 
Mstep: Class 9 contains 288119 members 
Mstep: Class 10 contains 71021 members 
Mstep: Class 11 contains 2619 members 
Mstep: Class 12 contains 18474 members 
Mstep: Class 14 contains 130466 members 
Mstep: Class 15 contains 91173 members 
Mstep: Class 16 contains 80114 members 
Mstep: Class 17 contains 72157 members 
Mstep: Class 18 contains 60958 members 
Mstep: Class 19 contains 186380 members 
Mstep: Class 20 contains 28442 members 
Mstep: Class 21 contains 37509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87051144.000000 Penalty: 11763.950195
Iteration 36Q: 19 clusters Score -8.705114e+07 nChanged 46249
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 153991 members 
Mstep: Class 2 contains 145449 members 
Mstep: Class 3 contains 9661 members 
Mstep: Class 5 contains 213563 members 
Mstep: Class 7 contains 105739 members 
Mstep: Class 8 contains 39432 members 
Mstep: Class 9 contains 282246 members 
Mstep: Class 10 contains 73277 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 18614 members 
Mstep: Class 14 contains 131627 members 
Mstep: Class 15 contains 91751 members 
Mstep: Class 16 contains 78040 members 
Mstep: Class 17 contains 74493 members 
Mstep: Class 18 contains 60293 members 
Mstep: Class 19 contains 183013 members 
Mstep: Class 20 contains 30141 members 
Mstep: Class 21 contains 36524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87058576.000000 Penalty: 11763.950195
Iteration 37Q: 19 clusters Score -8.705858e+07 nChanged 41952
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 153254 members 
Mstep: Class 2 contains 144782 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 5 contains 212563 members 
Mstep: Class 7 contains 107304 members 
Mstep: Class 8 contains 40954 members 
Mstep: Class 9 contains 276139 members 
Mstep: Class 10 contains 75931 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 18741 members 
Mstep: Class 14 contains 132443 members 
Mstep: Class 15 contains 93192 members 
Mstep: Class 16 contains 76413 members 
Mstep: Class 17 contains 77173 members 
Mstep: Class 18 contains 60308 members 
Mstep: Class 19 contains 180235 members 
Mstep: Class 20 contains 31901 members 
Mstep: Class 21 contains 36323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87064408.000000 Penalty: 11763.950195
Iteration 38Q: 19 clusters Score -8.706441e+07 nChanged 38016
Entering ConstructFrom: 
Score: -87064408.000000 Penalty: 11763.950195
Entering ConstructFrom: 
Trying to split cluster 1 (152192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152192 members 
Entering Unmasked Estep 
Score: -8106943.500000 Penalty: 542.946899
	Iteration 0F: 2 clusters Score -8106944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 76032 members 
Entering Unmasked Estep 
Score: -8012772.500000 Penalty: 1085.893799
	Iteration 0F: 3 clusters Score -8012772 nChanged 74579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -8059209.500000 Penalty: 1085.893799
	Iteration 1F: 3 clusters Score -8059210 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 67032 members 
Entering Unmasked Estep 
Score: -8061240.000000 Penalty: 1085.893799
	Iteration 2Q: 3 clusters Score -8061240 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -8064360.500000 Penalty: 1085.893799
	Iteration 3F: 3 clusters Score -8064360 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -8069217.500000 Penalty: 1085.893799
	Iteration 4F: 3 clusters Score -8069218 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109481 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -8076316.000000 Penalty: 1085.893799
	Iteration 5F: 3 clusters Score -8076316 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121080 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -8085324.000000 Penalty: 1085.893799
	Iteration 6F: 3 clusters Score -8085324 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131791 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -8094555.000000 Penalty: 1085.893799
	Iteration 7F: 3 clusters Score -8094555 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139586 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -8102385.000000 Penalty: 1085.893799
	Iteration 8F: 3 clusters Score -8102385 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145185 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -8106356.500000 Penalty: 1085.893799
	Iteration 9Q: 3 clusters Score -8106356 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148657 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -8106961.000000 Penalty: 1085.893799
	Iteration 10Q: 3 clusters Score -8106961 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150340 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8107619.500000 Penalty: 1085.893799
	Iteration 11Q: 3 clusters Score -8107620 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8107878.000000 Penalty: 1085.893799
	Iteration 12Q: 3 clusters Score -8107878 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8107936.500000 Penalty: 1085.893799
	Iteration 13Q: 3 clusters Score -8107936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151457 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8107917.500000 Penalty: 1085.893799
	Iteration 14Q: 3 clusters Score -8107918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151528 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8107908.000000 Penalty: 1085.893799
	Iteration 15Q: 3 clusters Score -8107908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151567 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8107892.500000 Penalty: 1085.893799
	Iteration 16Q: 3 clusters Score -8107892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151588 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8107890.000000 Penalty: 1085.893799
	Iteration 17Q: 3 clusters Score -8107890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151605 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8107871.000000 Penalty: 1085.893799
	Iteration 18Q: 3 clusters Score -8107871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151614 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8107876.500000 Penalty: 1085.893799
	Iteration 19Q: 3 clusters Score -8107876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151620 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8107870.500000 Penalty: 1085.893799
	Iteration 20F: 3 clusters Score -8107870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8107881.500000 Penalty: 1085.893799
	Iteration 21Q: 3 clusters Score -8107882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151626 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8107884.000000 Penalty: 1085.893799
	Iteration 22Q: 3 clusters Score -8107884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151629 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8107878.500000 Penalty: 1085.893799
	Iteration 23Q: 3 clusters Score -8107878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8107879.000000 Penalty: 1085.893799
	Iteration 24Q: 3 clusters Score -8107879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151633 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8107875.500000 Penalty: 1085.893799
	Iteration 25Q: 3 clusters Score -8107876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151635 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8107875.000000 Penalty: 1085.893799
	Iteration 26Q: 3 clusters Score -8107875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8107869.000000 Penalty: 1085.893799
	Iteration 27Q: 3 clusters Score -8107869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151638 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8107866.000000 Penalty: 1085.893799
	Iteration 28Q: 3 clusters Score -8107866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8107867.500000 Penalty: 1085.893799
	Iteration 29Q: 3 clusters Score -8107868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8107869.000000 Penalty: 1085.893799
	Iteration 30Q: 3 clusters Score -8107869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8107869.000000 Penalty: 1085.893799
	Iteration 31F: 3 clusters Score -8107869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 142549 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 211479 members 
Mstep: Class 7 contains 108259 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 270124 members 
Mstep: Class 10 contains 78939 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 18848 members 
Mstep: Class 14 contains 132917 members 
Mstep: Class 15 contains 95145 members 
Mstep: Class 16 contains 75212 members 
Mstep: Class 17 contains 80126 members 
Mstep: Class 18 contains 60731 members 
Mstep: Class 19 contains 177975 members 
Mstep: Class 20 contains 33569 members 
Mstep: Class 21 contains 36668 members 
Entering Unmasked Estep 
Score: -87067192.000000 Penalty: 12417.503906
Splitting cluster 1 changes total score from -87064408.000000 to -87067192.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (142549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142549 members 
Entering Unmasked Estep 
Score: -7855859.500000 Penalty: 539.968567
	Iteration 0F: 2 clusters Score -7855860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -7783310.500000 Penalty: 1079.937134
	Iteration 0F: 3 clusters Score -7783310 nChanged 70217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -7825940.500000 Penalty: 1079.937134
	Iteration 1F: 3 clusters Score -7825940 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 91976 members 
Entering Unmasked Estep 
Score: -7828198.000000 Penalty: 1079.937134
	Iteration 2F: 3 clusters Score -7828198 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 100421 members 
Entering Unmasked Estep 
Score: -7831228.500000 Penalty: 1079.937134
	Iteration 3F: 3 clusters Score -7831228 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -7836616.000000 Penalty: 1079.937134
	Iteration 4F: 3 clusters Score -7836616 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 108198 members 
Entering Unmasked Estep 
Score: -7843119.000000 Penalty: 1079.937134
	Iteration 5F: 3 clusters Score -7843119 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -7847569.500000 Penalty: 1079.937134
	Iteration 6F: 3 clusters Score -7847570 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 103574 members 
Entering Unmasked Estep 
Score: -7849306.000000 Penalty: 1079.937134
	Iteration 7Q: 3 clusters Score -7849306 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 100783 members 
Entering Unmasked Estep 
Score: -7850263.000000 Penalty: 1079.937134
	Iteration 8Q: 3 clusters Score -7850263 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 98029 members 
Entering Unmasked Estep 
Score: -7851153.000000 Penalty: 1079.937134
	Iteration 9Q: 3 clusters Score -7851153 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -7852049.000000 Penalty: 1079.937134
	Iteration 10Q: 3 clusters Score -7852049 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 93306 members 
Entering Unmasked Estep 
Score: -7852740.000000 Penalty: 1079.937134
	Iteration 11Q: 3 clusters Score -7852740 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -7853394.000000 Penalty: 1079.937134
	Iteration 12Q: 3 clusters Score -7853394 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -7854089.500000 Penalty: 1079.937134
	Iteration 13Q: 3 clusters Score -7854090 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -7854739.500000 Penalty: 1079.937134
	Iteration 14Q: 3 clusters Score -7854740 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -7855370.000000 Penalty: 1079.937134
	Iteration 15Q: 3 clusters Score -7855370 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -7855844.500000 Penalty: 1079.937134
	Iteration 16Q: 3 clusters Score -7855844 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -7856284.500000 Penalty: 1079.937134
	Iteration 17Q: 3 clusters Score -7856284 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -7856682.000000 Penalty: 1079.937134
	Iteration 18Q: 3 clusters Score -7856682 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -7857087.500000 Penalty: 1079.937134
	Iteration 19Q: 3 clusters Score -7857088 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 81521 members 
Entering Unmasked Estep 
Score: -7857530.500000 Penalty: 1079.937134
	Iteration 20F: 3 clusters Score -7857530 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -7857953.500000 Penalty: 1079.937134
	Iteration 21Q: 3 clusters Score -7857954 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -7858413.500000 Penalty: 1079.937134
	Iteration 22Q: 3 clusters Score -7858414 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -7858912.000000 Penalty: 1079.937134
	Iteration 23Q: 3 clusters Score -7858912 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -7859449.000000 Penalty: 1079.937134
	Iteration 24Q: 3 clusters Score -7859449 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -7860072.000000 Penalty: 1079.937134
	Iteration 25Q: 3 clusters Score -7860072 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -7860668.000000 Penalty: 1079.937134
	Iteration 26Q: 3 clusters Score -7860668 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -7861312.000000 Penalty: 1079.937134
	Iteration 27Q: 3 clusters Score -7861312 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -7861877.500000 Penalty: 1079.937134
	Iteration 28Q: 3 clusters Score -7861878 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -7862507.500000 Penalty: 1079.937134
	Iteration 29Q: 3 clusters Score -7862508 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -7863026.500000 Penalty: 1079.937134
	Iteration 30Q: 3 clusters Score -7863026 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -7863476.000000 Penalty: 1079.937134
	Iteration 31Q: 3 clusters Score -7863476 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -7863762.500000 Penalty: 1079.937134
	Iteration 32Q: 3 clusters Score -7863762 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 77919 members 
Entering Unmasked Estep 
Score: -7864080.000000 Penalty: 1079.937134
	Iteration 33Q: 3 clusters Score -7864080 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -7864360.000000 Penalty: 1079.937134
	Iteration 34Q: 3 clusters Score -7864360 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -7864515.000000 Penalty: 1079.937134
	Iteration 35Q: 3 clusters Score -7864515 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -7864707.500000 Penalty: 1079.937134
	Iteration 36Q: 3 clusters Score -7864708 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -7864795.000000 Penalty: 1079.937134
	Iteration 37Q: 3 clusters Score -7864795 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 80192 members 
Entering Unmasked Estep 
Score: -7864856.000000 Penalty: 1079.937134
	Iteration 38Q: 3 clusters Score -7864856 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 80738 members 
Entering Unmasked Estep 
Score: -7864867.000000 Penalty: 1079.937134
	Iteration 39Q: 3 clusters Score -7864867 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -7864940.500000 Penalty: 1079.937134
	Iteration 40F: 3 clusters Score -7864940 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -7865012.500000 Penalty: 1079.937134
	Iteration 41Q: 3 clusters Score -7865012 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -7864993.500000 Penalty: 1079.937134
	Iteration 42Q: 3 clusters Score -7864994 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -7864969.000000 Penalty: 1079.937134
	Iteration 43Q: 3 clusters Score -7864969 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -7864946.500000 Penalty: 1079.937134
	Iteration 44Q: 3 clusters Score -7864946 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -7864887.000000 Penalty: 1079.937134
	Iteration 45Q: 3 clusters Score -7864887 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -7864772.000000 Penalty: 1079.937134
	Iteration 46Q: 3 clusters Score -7864772 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -7864640.500000 Penalty: 1079.937134
	Iteration 47Q: 3 clusters Score -7864640 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -7864550.500000 Penalty: 1079.937134
	Iteration 48Q: 3 clusters Score -7864550 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 85835 members 
Entering Unmasked Estep 
Score: -7864455.000000 Penalty: 1079.937134
	Iteration 49Q: 3 clusters Score -7864455 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 86222 members 
Entering Unmasked Estep 
Score: -7864387.500000 Penalty: 1079.937134
	Iteration 50Q: 3 clusters Score -7864388 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -7864269.500000 Penalty: 1079.937134
	Iteration 51Q: 3 clusters Score -7864270 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 86967 members 
Entering Unmasked Estep 
Score: -7864181.000000 Penalty: 1079.937134
	Iteration 52Q: 3 clusters Score -7864181 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 87309 members 
Entering Unmasked Estep 
Score: -7864092.000000 Penalty: 1079.937134
	Iteration 53Q: 3 clusters Score -7864092 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 87628 members 
Entering Unmasked Estep 
Score: -7863954.500000 Penalty: 1079.937134
	Iteration 54Q: 3 clusters Score -7863954 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 87969 members 
Entering Unmasked Estep 
Score: -7863864.000000 Penalty: 1079.937134
	Iteration 55Q: 3 clusters Score -7863864 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -7863786.000000 Penalty: 1079.937134
	Iteration 56Q: 3 clusters Score -7863786 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -7863732.500000 Penalty: 1079.937134
	Iteration 57Q: 3 clusters Score -7863732 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -7863662.500000 Penalty: 1079.937134
	Iteration 58Q: 3 clusters Score -7863662 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 89043 members 
Entering Unmasked Estep 
Score: -7863622.500000 Penalty: 1079.937134
	Iteration 59Q: 3 clusters Score -7863622 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
Score: -7863560.000000 Penalty: 1079.937134
	Iteration 60F: 3 clusters Score -7863560 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -7863547.000000 Penalty: 1079.937134
	Iteration 61Q: 3 clusters Score -7863547 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52897 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -7863467.500000 Penalty: 1079.937134
	Iteration 62Q: 3 clusters Score -7863468 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -7863427.000000 Penalty: 1079.937134
	Iteration 63Q: 3 clusters Score -7863427 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -7863342.000000 Penalty: 1079.937134
	Iteration 64Q: 3 clusters Score -7863342 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -7863281.500000 Penalty: 1079.937134
	Iteration 65Q: 3 clusters Score -7863282 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -7863256.000000 Penalty: 1079.937134
	Iteration 66Q: 3 clusters Score -7863256 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 90305 members 
Entering Unmasked Estep 
Score: -7863225.000000 Penalty: 1079.937134
	Iteration 67Q: 3 clusters Score -7863225 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -7863226.500000 Penalty: 1079.937134
	Iteration 68Q: 3 clusters Score -7863226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 90493 members 
Entering Unmasked Estep 
Score: -7863209.000000 Penalty: 1079.937134
	Iteration 69Q: 3 clusters Score -7863209 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -7863183.000000 Penalty: 1079.937134
	Iteration 70Q: 3 clusters Score -7863183 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -7863166.000000 Penalty: 1079.937134
	Iteration 71Q: 3 clusters Score -7863166 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -7863145.000000 Penalty: 1079.937134
	Iteration 72Q: 3 clusters Score -7863145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -7863113.500000 Penalty: 1079.937134
	Iteration 73Q: 3 clusters Score -7863114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -7863079.500000 Penalty: 1079.937134
	Iteration 74Q: 3 clusters Score -7863080 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -7863065.500000 Penalty: 1079.937134
	Iteration 75Q: 3 clusters Score -7863066 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 91081 members 
Entering Unmasked Estep 
Score: -7863041.500000 Penalty: 1079.937134
	Iteration 76Q: 3 clusters Score -7863042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -7863017.500000 Penalty: 1079.937134
	Iteration 77Q: 3 clusters Score -7863018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -7863004.500000 Penalty: 1079.937134
	Iteration 78Q: 3 clusters Score -7863004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -7862985.000000 Penalty: 1079.937134
	Iteration 79Q: 3 clusters Score -7862985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 91315 members 
Entering Unmasked Estep 
Score: -7862962.500000 Penalty: 1079.937134
	Iteration 80F: 3 clusters Score -7862962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 91386 members 
Entering Unmasked Estep 
Score: -7862942.500000 Penalty: 1079.937134
	Iteration 81Q: 3 clusters Score -7862942 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 91456 members 
Entering Unmasked Estep 
Score: -7862916.000000 Penalty: 1079.937134
	Iteration 82Q: 3 clusters Score -7862916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -7862908.000000 Penalty: 1079.937134
	Iteration 83Q: 3 clusters Score -7862908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 91588 members 
Entering Unmasked Estep 
Score: -7862902.000000 Penalty: 1079.937134
	Iteration 84Q: 3 clusters Score -7862902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 91666 members 
Entering Unmasked Estep 
Score: -7862901.000000 Penalty: 1079.937134
	Iteration 85Q: 3 clusters Score -7862901 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 91737 members 
Entering Unmasked Estep 
Score: -7862880.000000 Penalty: 1079.937134
	Iteration 86Q: 3 clusters Score -7862880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 91793 members 
Entering Unmasked Estep 
Score: -7862879.000000 Penalty: 1079.937134
	Iteration 87Q: 3 clusters Score -7862879 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 91842 members 
Entering Unmasked Estep 
Score: -7862844.000000 Penalty: 1079.937134
	Iteration 88Q: 3 clusters Score -7862844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 91899 members 
Entering Unmasked Estep 
Score: -7862847.000000 Penalty: 1079.937134
	Iteration 89Q: 3 clusters Score -7862847 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -7862842.000000 Penalty: 1079.937134
	Iteration 90Q: 3 clusters Score -7862842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 91982 members 
Entering Unmasked Estep 
Score: -7862822.000000 Penalty: 1079.937134
	Iteration 91Q: 3 clusters Score -7862822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50532 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -7862822.500000 Penalty: 1079.937134
	Iteration 92Q: 3 clusters Score -7862822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -7862817.500000 Penalty: 1079.937134
	Iteration 93Q: 3 clusters Score -7862818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -7862798.000000 Penalty: 1079.937134
	Iteration 94Q: 3 clusters Score -7862798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -7862791.500000 Penalty: 1079.937134
	Iteration 95Q: 3 clusters Score -7862792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -7862793.000000 Penalty: 1079.937134
	Iteration 96Q: 3 clusters Score -7862793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -7862786.500000 Penalty: 1079.937134
	Iteration 97Q: 3 clusters Score -7862786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -7862783.500000 Penalty: 1079.937134
	Iteration 98Q: 3 clusters Score -7862784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Mstep: Class 2 contains 92149 members 
Entering Unmasked Estep 
Score: -7862790.000000 Penalty: 1079.937134
	Iteration 99Q: 3 clusters Score -7862790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 92155 members 
Entering Unmasked Estep 
Score: -7862785.500000 Penalty: 1079.937134
	Iteration 100F: 3 clusters Score -7862786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 92160 members 
Entering Unmasked Estep 
Score: -7862788.000000 Penalty: 1079.937134
	Iteration 101Q: 3 clusters Score -7862788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -7862786.000000 Penalty: 1079.937134
	Iteration 102Q: 3 clusters Score -7862786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 92165 members 
Entering Unmasked Estep 
Score: -7862785.000000 Penalty: 1079.937134
	Iteration 103Q: 3 clusters Score -7862785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 92169 members 
Entering Unmasked Estep 
Score: -7862785.500000 Penalty: 1079.937134
	Iteration 104Q: 3 clusters Score -7862786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 92174 members 
Entering Unmasked Estep 
Score: -7862782.500000 Penalty: 1079.937134
	Iteration 105Q: 3 clusters Score -7862782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 92178 members 
Entering Unmasked Estep 
Score: -7862779.500000 Penalty: 1079.937134
	Iteration 106Q: 3 clusters Score -7862780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -7862780.500000 Penalty: 1079.937134
	Iteration 107Q: 3 clusters Score -7862780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -7862781.500000 Penalty: 1079.937134
	Iteration 108Q: 3 clusters Score -7862782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -7862777.500000 Penalty: 1079.937134
	Iteration 109Q: 3 clusters Score -7862778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -7862777.500000 Penalty: 1079.937134
	Iteration 110F: 3 clusters Score -7862778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 50361 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 211479 members 
Mstep: Class 6 contains 92188 members 
Mstep: Class 7 contains 108259 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 270124 members 
Mstep: Class 10 contains 78939 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 18848 members 
Mstep: Class 14 contains 132917 members 
Mstep: Class 15 contains 95145 members 
Mstep: Class 16 contains 75212 members 
Mstep: Class 17 contains 80126 members 
Mstep: Class 18 contains 60731 members 
Mstep: Class 19 contains 177975 members 
Mstep: Class 20 contains 33569 members 
Mstep: Class 21 contains 36668 members 
Entering Unmasked Estep 
Score: -87075000.000000 Penalty: 13071.056641
Splitting cluster 2 changes total score from -87064408.000000 to -87075000.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (10970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Entering Unmasked Estep 
Score: -585679.125000 Penalty: 423.282837
	Iteration 0F: 2 clusters Score -585679.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -578304.937500 Penalty: 846.565674
	Iteration 0F: 3 clusters Score -578304.9 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -581525.625000 Penalty: 846.565674
	Iteration 1F: 3 clusters Score -581525.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -581913.250000 Penalty: 846.565674
	Iteration 2F: 3 clusters Score -581913.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -582303.562500 Penalty: 846.565674
	Iteration 3F: 3 clusters Score -582303.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -582690.437500 Penalty: 846.565674
	Iteration 4F: 3 clusters Score -582690.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -583116.062500 Penalty: 846.565674
	Iteration 5F: 3 clusters Score -583116.1 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -583584.875000 Penalty: 846.565674
	Iteration 6F: 3 clusters Score -583584.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -583956.312500 Penalty: 846.565674
	Iteration 7F: 3 clusters Score -583956.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -584233.500000 Penalty: 846.565674
	Iteration 8Q: 3 clusters Score -584233.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -584393.937500 Penalty: 846.565674
	Iteration 9Q: 3 clusters Score -584393.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -584484.687500 Penalty: 846.565674
	Iteration 10Q: 3 clusters Score -584484.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -584538.375000 Penalty: 846.565674
	Iteration 11Q: 3 clusters Score -584538.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -584592.937500 Penalty: 846.565674
	Iteration 12Q: 3 clusters Score -584592.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -584644.625000 Penalty: 846.565674
	Iteration 13Q: 3 clusters Score -584644.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -584693.125000 Penalty: 846.565674
	Iteration 14Q: 3 clusters Score -584693.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -584734.187500 Penalty: 846.565674
	Iteration 15Q: 3 clusters Score -584734.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -584773.000000 Penalty: 846.565674
	Iteration 16Q: 3 clusters Score -584773 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -584807.125000 Penalty: 846.565674
	Iteration 17Q: 3 clusters Score -584807.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -584842.812500 Penalty: 846.565674
	Iteration 18Q: 3 clusters Score -584842.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -584862.500000 Penalty: 846.565674
	Iteration 19Q: 3 clusters Score -584862.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -584881.437500 Penalty: 846.565674
	Iteration 20F: 3 clusters Score -584881.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -584900.000000 Penalty: 846.565674
	Iteration 21Q: 3 clusters Score -584900 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -584915.125000 Penalty: 846.565674
	Iteration 22Q: 3 clusters Score -584915.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -584923.250000 Penalty: 846.565674
	Iteration 23Q: 3 clusters Score -584923.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -584932.812500 Penalty: 846.565674
	Iteration 24Q: 3 clusters Score -584932.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -584946.437500 Penalty: 846.565674
	Iteration 25Q: 3 clusters Score -584946.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -584961.562500 Penalty: 846.565674
	Iteration 26Q: 3 clusters Score -584961.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -584983.250000 Penalty: 846.565674
	Iteration 27Q: 3 clusters Score -584983.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -585010.562500 Penalty: 846.565674
	Iteration 28Q: 3 clusters Score -585010.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -585028.875000 Penalty: 846.565674
	Iteration 29Q: 3 clusters Score -585028.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -585047.500000 Penalty: 846.565674
	Iteration 30Q: 3 clusters Score -585047.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -585073.812500 Penalty: 846.565674
	Iteration 31Q: 3 clusters Score -585073.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -585108.625000 Penalty: 846.565674
	Iteration 32Q: 3 clusters Score -585108.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -585137.437500 Penalty: 846.565674
	Iteration 33Q: 3 clusters Score -585137.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -585157.687500 Penalty: 846.565674
	Iteration 34Q: 3 clusters Score -585157.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -585174.000000 Penalty: 846.565674
	Iteration 35Q: 3 clusters Score -585174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -585186.812500 Penalty: 846.565674
	Iteration 36Q: 3 clusters Score -585186.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -585199.375000 Penalty: 846.565674
	Iteration 37Q: 3 clusters Score -585199.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -585212.250000 Penalty: 846.565674
	Iteration 38Q: 3 clusters Score -585212.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -585233.375000 Penalty: 846.565674
	Iteration 39Q: 3 clusters Score -585233.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -585249.437500 Penalty: 846.565674
	Iteration 40F: 3 clusters Score -585249.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -585266.000000 Penalty: 846.565674
	Iteration 41Q: 3 clusters Score -585266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -585279.062500 Penalty: 846.565674
	Iteration 42Q: 3 clusters Score -585279.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -585297.812500 Penalty: 846.565674
	Iteration 43Q: 3 clusters Score -585297.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -585308.187500 Penalty: 846.565674
	Iteration 44Q: 3 clusters Score -585308.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -585318.000000 Penalty: 846.565674
	Iteration 45Q: 3 clusters Score -585318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -585329.750000 Penalty: 846.565674
	Iteration 46Q: 3 clusters Score -585329.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -585342.812500 Penalty: 846.565674
	Iteration 47Q: 3 clusters Score -585342.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -585353.000000 Penalty: 846.565674
	Iteration 48Q: 3 clusters Score -585353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -585365.187500 Penalty: 846.565674
	Iteration 49Q: 3 clusters Score -585365.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -585370.937500 Penalty: 846.565674
	Iteration 50Q: 3 clusters Score -585370.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -585374.500000 Penalty: 846.565674
	Iteration 51Q: 3 clusters Score -585374.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -585379.937500 Penalty: 846.565674
	Iteration 52Q: 3 clusters Score -585379.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -585385.937500 Penalty: 846.565674
	Iteration 53Q: 3 clusters Score -585385.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -585390.562500 Penalty: 846.565674
	Iteration 54Q: 3 clusters Score -585390.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -585396.875000 Penalty: 846.565674
	Iteration 55Q: 3 clusters Score -585396.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -585403.437500 Penalty: 846.565674
	Iteration 56Q: 3 clusters Score -585403.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -585414.062500 Penalty: 846.565674
	Iteration 57Q: 3 clusters Score -585414.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -585420.812500 Penalty: 846.565674
	Iteration 58Q: 3 clusters Score -585420.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -585430.000000 Penalty: 846.565674
	Iteration 59Q: 3 clusters Score -585430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -585442.312500 Penalty: 846.565674
	Iteration 60F: 3 clusters Score -585442.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -585451.312500 Penalty: 846.565674
	Iteration 61Q: 3 clusters Score -585451.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -585462.812500 Penalty: 846.565674
	Iteration 62Q: 3 clusters Score -585462.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -585469.250000 Penalty: 846.565674
	Iteration 63Q: 3 clusters Score -585469.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -585474.000000 Penalty: 846.565674
	Iteration 64Q: 3 clusters Score -585474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -585482.812500 Penalty: 846.565674
	Iteration 65Q: 3 clusters Score -585482.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -585484.500000 Penalty: 846.565674
	Iteration 66Q: 3 clusters Score -585484.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -585489.937500 Penalty: 846.565674
	Iteration 67Q: 3 clusters Score -585489.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -585494.437500 Penalty: 846.565674
	Iteration 68Q: 3 clusters Score -585494.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -585494.750000 Penalty: 846.565674
	Iteration 69Q: 3 clusters Score -585494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -585497.250000 Penalty: 846.565674
	Iteration 70Q: 3 clusters Score -585497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -585498.187500 Penalty: 846.565674
	Iteration 71Q: 3 clusters Score -585498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -585498.375000 Penalty: 846.565674
	Iteration 72Q: 3 clusters Score -585498.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -585498.125000 Penalty: 846.565674
	Iteration 73Q: 3 clusters Score -585498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -585498.375000 Penalty: 846.565674
	Iteration 74Q: 3 clusters Score -585498.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -585498.375000 Penalty: 846.565674
	Iteration 75F: 3 clusters Score -585498.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (211479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211479 members 
Entering Unmasked Estep 
Score: -10665744.000000 Penalty: 557.915588
	Iteration 0F: 2 clusters Score -1.066574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 105615 members 
Entering Unmasked Estep 
Score: -10537042.000000 Penalty: 1115.831177
	Iteration 0F: 3 clusters Score -1.053704e+07 nChanged 104153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115279 members 
Mstep: Class 2 contains 96200 members 
Entering Unmasked Estep 
Score: -10602174.000000 Penalty: 1115.831177
	Iteration 1F: 3 clusters Score -1.060217e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120735 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -10605686.000000 Penalty: 1115.831177
	Iteration 2Q: 3 clusters Score -1.060569e+07 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127958 members 
Mstep: Class 2 contains 83521 members 
Entering Unmasked Estep 
Score: -10612029.000000 Penalty: 1115.831177
	Iteration 3Q: 3 clusters Score -1.061203e+07 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136514 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -10622957.000000 Penalty: 1115.831177
	Iteration 4F: 3 clusters Score -1.062296e+07 nChanged 14328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144752 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -10637821.000000 Penalty: 1115.831177
	Iteration 5F: 3 clusters Score -1.063782e+07 nChanged 13691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150225 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -10649649.000000 Penalty: 1115.831177
	Iteration 6F: 3 clusters Score -1.064965e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -10654677.000000 Penalty: 1115.831177
	Iteration 7Q: 3 clusters Score -1.065468e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155680 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -10656537.000000 Penalty: 1115.831177
	Iteration 8Q: 3 clusters Score -1.065654e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157531 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -10657372.000000 Penalty: 1115.831177
	Iteration 9Q: 3 clusters Score -1.065737e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159138 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -10657928.000000 Penalty: 1115.831177
	Iteration 10Q: 3 clusters Score -1.065793e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160621 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -10658434.000000 Penalty: 1115.831177
	Iteration 11Q: 3 clusters Score -1.065843e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161904 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -10658696.000000 Penalty: 1115.831177
	Iteration 12Q: 3 clusters Score -1.06587e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163009 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -10658925.000000 Penalty: 1115.831177
	Iteration 13Q: 3 clusters Score -1.065892e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -10659237.000000 Penalty: 1115.831177
	Iteration 14Q: 3 clusters Score -1.065924e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164726 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -10659416.000000 Penalty: 1115.831177
	Iteration 15Q: 3 clusters Score -1.065942e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165424 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -10659580.000000 Penalty: 1115.831177
	Iteration 16Q: 3 clusters Score -1.065958e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166034 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -10659758.000000 Penalty: 1115.831177
	Iteration 17Q: 3 clusters Score -1.065976e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166589 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -10659928.000000 Penalty: 1115.831177
	Iteration 18Q: 3 clusters Score -1.065993e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167047 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -10659981.000000 Penalty: 1115.831177
	Iteration 19Q: 3 clusters Score -1.065998e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -10660114.000000 Penalty: 1115.831177
	Iteration 20F: 3 clusters Score -1.066011e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167931 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -10660255.000000 Penalty: 1115.831177
	Iteration 21Q: 3 clusters Score -1.066026e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168343 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -10660368.000000 Penalty: 1115.831177
	Iteration 22Q: 3 clusters Score -1.066037e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168622 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -10660411.000000 Penalty: 1115.831177
	Iteration 23Q: 3 clusters Score -1.066041e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168876 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -10660536.000000 Penalty: 1115.831177
	Iteration 24Q: 3 clusters Score -1.066054e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169125 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -10660658.000000 Penalty: 1115.831177
	Iteration 25Q: 3 clusters Score -1.066066e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169337 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -10660772.000000 Penalty: 1115.831177
	Iteration 26Q: 3 clusters Score -1.066077e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169526 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -10660905.000000 Penalty: 1115.831177
	Iteration 27Q: 3 clusters Score -1.06609e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169780 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -10661002.000000 Penalty: 1115.831177
	Iteration 28Q: 3 clusters Score -1.0661e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170016 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -10661041.000000 Penalty: 1115.831177
	Iteration 29Q: 3 clusters Score -1.066104e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170219 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -10661117.000000 Penalty: 1115.831177
	Iteration 30Q: 3 clusters Score -1.066112e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170409 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -10661166.000000 Penalty: 1115.831177
	Iteration 31Q: 3 clusters Score -1.066117e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -10661222.000000 Penalty: 1115.831177
	Iteration 32Q: 3 clusters Score -1.066122e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170840 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -10661221.000000 Penalty: 1115.831177
	Iteration 33Q: 3 clusters Score -1.066122e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -10661239.000000 Penalty: 1115.831177
	Iteration 34Q: 3 clusters Score -1.066124e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171283 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -10661259.000000 Penalty: 1115.831177
	Iteration 35Q: 3 clusters Score -1.066126e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171534 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -10661302.000000 Penalty: 1115.831177
	Iteration 36Q: 3 clusters Score -1.06613e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171778 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -10661315.000000 Penalty: 1115.831177
	Iteration 37Q: 3 clusters Score -1.066132e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172066 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -10661335.000000 Penalty: 1115.831177
	Iteration 38Q: 3 clusters Score -1.066134e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172358 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -10661315.000000 Penalty: 1115.831177
	Iteration 39Q: 3 clusters Score -1.066132e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172709 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -10661340.000000 Penalty: 1115.831177
	Iteration 40F: 3 clusters Score -1.066134e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -10661325.000000 Penalty: 1115.831177
	Iteration 41Q: 3 clusters Score -1.066132e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173502 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -10661315.000000 Penalty: 1115.831177
	Iteration 42Q: 3 clusters Score -1.066132e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173942 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -10661291.000000 Penalty: 1115.831177
	Iteration 43Q: 3 clusters Score -1.066129e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174384 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -10661293.000000 Penalty: 1115.831177
	Iteration 44Q: 3 clusters Score -1.066129e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174874 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -10661360.000000 Penalty: 1115.831177
	Iteration 45Q: 3 clusters Score -1.066136e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175377 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -10661353.000000 Penalty: 1115.831177
	Iteration 46Q: 3 clusters Score -1.066135e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175856 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -10661387.000000 Penalty: 1115.831177
	Iteration 47Q: 3 clusters Score -1.066139e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176357 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -10661357.000000 Penalty: 1115.831177
	Iteration 48Q: 3 clusters Score -1.066136e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176873 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -10661426.000000 Penalty: 1115.831177
	Iteration 49Q: 3 clusters Score -1.066143e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177400 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -10661497.000000 Penalty: 1115.831177
	Iteration 50Q: 3 clusters Score -1.06615e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177943 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -10661541.000000 Penalty: 1115.831177
	Iteration 51Q: 3 clusters Score -1.066154e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178495 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -10661646.000000 Penalty: 1115.831177
	Iteration 52Q: 3 clusters Score -1.066165e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179079 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -10661661.000000 Penalty: 1115.831177
	Iteration 53Q: 3 clusters Score -1.066166e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179661 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -10661833.000000 Penalty: 1115.831177
	Iteration 54Q: 3 clusters Score -1.066183e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180299 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -10661975.000000 Penalty: 1115.831177
	Iteration 55Q: 3 clusters Score -1.066198e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180960 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -10662099.000000 Penalty: 1115.831177
	Iteration 56Q: 3 clusters Score -1.06621e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181611 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -10662252.000000 Penalty: 1115.831177
	Iteration 57Q: 3 clusters Score -1.066225e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182225 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -10662458.000000 Penalty: 1115.831177
	Iteration 58Q: 3 clusters Score -1.066246e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182812 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -10662631.000000 Penalty: 1115.831177
	Iteration 59Q: 3 clusters Score -1.066263e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183450 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -10662784.000000 Penalty: 1115.831177
	Iteration 60F: 3 clusters Score -1.066278e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184006 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -10662853.000000 Penalty: 1115.831177
	Iteration 61Q: 3 clusters Score -1.066285e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184494 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -10662849.000000 Penalty: 1115.831177
	Iteration 62Q: 3 clusters Score -1.066285e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185018 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -10662814.000000 Penalty: 1115.831177
	Iteration 63Q: 3 clusters Score -1.066281e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185476 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -10662861.000000 Penalty: 1115.831177
	Iteration 64Q: 3 clusters Score -1.066286e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185897 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -10662883.000000 Penalty: 1115.831177
	Iteration 65Q: 3 clusters Score -1.066288e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186290 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -10662972.000000 Penalty: 1115.831177
	Iteration 66Q: 3 clusters Score -1.066297e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186642 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -10662969.000000 Penalty: 1115.831177
	Iteration 67Q: 3 clusters Score -1.066297e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186983 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -10662952.000000 Penalty: 1115.831177
	Iteration 68Q: 3 clusters Score -1.066295e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187313 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -10663013.000000 Penalty: 1115.831177
	Iteration 69Q: 3 clusters Score -1.066301e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187629 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -10663016.000000 Penalty: 1115.831177
	Iteration 70Q: 3 clusters Score -1.066302e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187939 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -10663068.000000 Penalty: 1115.831177
	Iteration 71Q: 3 clusters Score -1.066307e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188203 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -10663105.000000 Penalty: 1115.831177
	Iteration 72Q: 3 clusters Score -1.06631e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188423 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -10663186.000000 Penalty: 1115.831177
	Iteration 73Q: 3 clusters Score -1.066319e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188638 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -10663231.000000 Penalty: 1115.831177
	Iteration 74Q: 3 clusters Score -1.066323e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188832 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -10663259.000000 Penalty: 1115.831177
	Iteration 75Q: 3 clusters Score -1.066326e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188999 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -10663312.000000 Penalty: 1115.831177
	Iteration 76Q: 3 clusters Score -1.066331e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189153 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -10663315.000000 Penalty: 1115.831177
	Iteration 77Q: 3 clusters Score -1.066332e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189317 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -10663379.000000 Penalty: 1115.831177
	Iteration 78Q: 3 clusters Score -1.066338e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189455 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -10663407.000000 Penalty: 1115.831177
	Iteration 79Q: 3 clusters Score -1.066341e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189605 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -10663455.000000 Penalty: 1115.831177
	Iteration 80F: 3 clusters Score -1.066346e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189776 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -10663435.000000 Penalty: 1115.831177
	Iteration 81Q: 3 clusters Score -1.066344e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189922 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -10663458.000000 Penalty: 1115.831177
	Iteration 82Q: 3 clusters Score -1.066346e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190062 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -10663489.000000 Penalty: 1115.831177
	Iteration 83Q: 3 clusters Score -1.066349e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190163 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -10663525.000000 Penalty: 1115.831177
	Iteration 84Q: 3 clusters Score -1.066352e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190242 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -10663500.000000 Penalty: 1115.831177
	Iteration 85Q: 3 clusters Score -1.06635e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190309 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -10663526.000000 Penalty: 1115.831177
	Iteration 86Q: 3 clusters Score -1.066353e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190377 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -10663542.000000 Penalty: 1115.831177
	Iteration 87Q: 3 clusters Score -1.066354e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190441 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -10663520.000000 Penalty: 1115.831177
	Iteration 88Q: 3 clusters Score -1.066352e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190502 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -10663521.000000 Penalty: 1115.831177
	Iteration 89Q: 3 clusters Score -1.066352e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190540 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -10663535.000000 Penalty: 1115.831177
	Iteration 90Q: 3 clusters Score -1.066354e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190577 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -10663565.000000 Penalty: 1115.831177
	Iteration 91Q: 3 clusters Score -1.066356e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190617 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -10663569.000000 Penalty: 1115.831177
	Iteration 92Q: 3 clusters Score -1.066357e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190651 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -10663589.000000 Penalty: 1115.831177
	Iteration 93Q: 3 clusters Score -1.066359e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190687 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -10663581.000000 Penalty: 1115.831177
	Iteration 94Q: 3 clusters Score -1.066358e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190734 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -10663614.000000 Penalty: 1115.831177
	Iteration 95Q: 3 clusters Score -1.066361e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190779 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -10663611.000000 Penalty: 1115.831177
	Iteration 96Q: 3 clusters Score -1.066361e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190812 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -10663608.000000 Penalty: 1115.831177
	Iteration 97Q: 3 clusters Score -1.066361e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190861 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -10663618.000000 Penalty: 1115.831177
	Iteration 98Q: 3 clusters Score -1.066362e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190915 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -10663621.000000 Penalty: 1115.831177
	Iteration 99Q: 3 clusters Score -1.066362e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190979 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -10663638.000000 Penalty: 1115.831177
	Iteration 100F: 3 clusters Score -1.066364e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191027 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -10663659.000000 Penalty: 1115.831177
	Iteration 101Q: 3 clusters Score -1.066366e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191067 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -10663673.000000 Penalty: 1115.831177
	Iteration 102Q: 3 clusters Score -1.066367e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191106 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -10663671.000000 Penalty: 1115.831177
	Iteration 103Q: 3 clusters Score -1.066367e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191145 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -10663696.000000 Penalty: 1115.831177
	Iteration 104Q: 3 clusters Score -1.06637e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191184 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -10663678.000000 Penalty: 1115.831177
	Iteration 105Q: 3 clusters Score -1.066368e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191226 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -10663686.000000 Penalty: 1115.831177
	Iteration 106Q: 3 clusters Score -1.066369e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191264 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -10663689.000000 Penalty: 1115.831177
	Iteration 107Q: 3 clusters Score -1.066369e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191307 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -10663705.000000 Penalty: 1115.831177
	Iteration 108Q: 3 clusters Score -1.06637e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191341 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -10663712.000000 Penalty: 1115.831177
	Iteration 109Q: 3 clusters Score -1.066371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191377 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -10663711.000000 Penalty: 1115.831177
	Iteration 110Q: 3 clusters Score -1.066371e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191423 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -10663710.000000 Penalty: 1115.831177
	Iteration 111Q: 3 clusters Score -1.066371e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191450 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -10663703.000000 Penalty: 1115.831177
	Iteration 112Q: 3 clusters Score -1.06637e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191478 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -10663701.000000 Penalty: 1115.831177
	Iteration 113Q: 3 clusters Score -1.06637e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191499 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -10663708.000000 Penalty: 1115.831177
	Iteration 114Q: 3 clusters Score -1.066371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191520 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -10663705.000000 Penalty: 1115.831177
	Iteration 115Q: 3 clusters Score -1.06637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191538 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -10663714.000000 Penalty: 1115.831177
	Iteration 116Q: 3 clusters Score -1.066371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191554 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -10663719.000000 Penalty: 1115.831177
	Iteration 117Q: 3 clusters Score -1.066372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191571 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -10663713.000000 Penalty: 1115.831177
	Iteration 118Q: 3 clusters Score -1.066371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191581 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -10663713.000000 Penalty: 1115.831177
	Iteration 119Q: 3 clusters Score -1.066371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191592 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -10663732.000000 Penalty: 1115.831177
	Iteration 120F: 3 clusters Score -1.066373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191600 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -10663724.000000 Penalty: 1115.831177
	Iteration 121Q: 3 clusters Score -1.066372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191611 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -10663727.000000 Penalty: 1115.831177
	Iteration 122Q: 3 clusters Score -1.066373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191621 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -10663724.000000 Penalty: 1115.831177
	Iteration 123Q: 3 clusters Score -1.066372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191631 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -10663735.000000 Penalty: 1115.831177
	Iteration 124Q: 3 clusters Score -1.066374e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191650 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -10663737.000000 Penalty: 1115.831177
	Iteration 125Q: 3 clusters Score -1.066374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191664 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -10663748.000000 Penalty: 1115.831177
	Iteration 126Q: 3 clusters Score -1.066375e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191684 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -10663757.000000 Penalty: 1115.831177
	Iteration 127Q: 3 clusters Score -1.066376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191697 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -10663759.000000 Penalty: 1115.831177
	Iteration 128Q: 3 clusters Score -1.066376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191711 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -10663770.000000 Penalty: 1115.831177
	Iteration 129Q: 3 clusters Score -1.066377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191729 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -10663774.000000 Penalty: 1115.831177
	Iteration 130Q: 3 clusters Score -1.066377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191745 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -10663769.000000 Penalty: 1115.831177
	Iteration 131Q: 3 clusters Score -1.066377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191754 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -10663782.000000 Penalty: 1115.831177
	Iteration 132Q: 3 clusters Score -1.066378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191767 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -10663762.000000 Penalty: 1115.831177
	Iteration 133Q: 3 clusters Score -1.066376e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191785 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -10663780.000000 Penalty: 1115.831177
	Iteration 134Q: 3 clusters Score -1.066378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191805 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -10663782.000000 Penalty: 1115.831177
	Iteration 135Q: 3 clusters Score -1.066378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191828 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -10663788.000000 Penalty: 1115.831177
	Iteration 136Q: 3 clusters Score -1.066379e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191841 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -10663805.000000 Penalty: 1115.831177
	Iteration 137Q: 3 clusters Score -1.06638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191856 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -10663818.000000 Penalty: 1115.831177
	Iteration 138Q: 3 clusters Score -1.066382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191877 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -10663831.000000 Penalty: 1115.831177
	Iteration 139Q: 3 clusters Score -1.066383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191892 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -10663817.000000 Penalty: 1115.831177
	Iteration 140F: 3 clusters Score -1.066382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191911 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -10663826.000000 Penalty: 1115.831177
	Iteration 141Q: 3 clusters Score -1.066383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191935 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -10663811.000000 Penalty: 1115.831177
	Iteration 142Q: 3 clusters Score -1.066381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191955 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -10663815.000000 Penalty: 1115.831177
	Iteration 143Q: 3 clusters Score -1.066382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191976 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -10663829.000000 Penalty: 1115.831177
	Iteration 144Q: 3 clusters Score -1.066383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191997 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -10663836.000000 Penalty: 1115.831177
	Iteration 145Q: 3 clusters Score -1.066384e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192023 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -10663836.000000 Penalty: 1115.831177
	Iteration 146Q: 3 clusters Score -1.066384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192050 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -10663815.000000 Penalty: 1115.831177
	Iteration 147Q: 3 clusters Score -1.066382e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192077 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -10663804.000000 Penalty: 1115.831177
	Iteration 148Q: 3 clusters Score -1.06638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192093 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -10663806.000000 Penalty: 1115.831177
	Iteration 149Q: 3 clusters Score -1.066381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192103 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -10663801.000000 Penalty: 1115.831177
	Iteration 150Q: 3 clusters Score -1.06638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192112 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -10663803.000000 Penalty: 1115.831177
	Iteration 151Q: 3 clusters Score -1.06638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192116 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -10663813.000000 Penalty: 1115.831177
	Iteration 152Q: 3 clusters Score -1.066381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -10663818.000000 Penalty: 1115.831177
	Iteration 153Q: 3 clusters Score -1.066382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192126 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -10663818.000000 Penalty: 1115.831177
	Iteration 154Q: 3 clusters Score -1.066382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192132 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -10663821.000000 Penalty: 1115.831177
	Iteration 155Q: 3 clusters Score -1.066382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192137 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -10663817.000000 Penalty: 1115.831177
	Iteration 156Q: 3 clusters Score -1.066382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192138 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -10663816.000000 Penalty: 1115.831177
	Iteration 157Q: 3 clusters Score -1.066382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192142 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -10663824.000000 Penalty: 1115.831177
	Iteration 158Q: 3 clusters Score -1.066382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192151 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -10663818.000000 Penalty: 1115.831177
	Iteration 159Q: 3 clusters Score -1.066382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192162 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -10663826.000000 Penalty: 1115.831177
	Iteration 160F: 3 clusters Score -1.066383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192177 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -10663819.000000 Penalty: 1115.831177
	Iteration 161Q: 3 clusters Score -1.066382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192191 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -10663824.000000 Penalty: 1115.831177
	Iteration 162Q: 3 clusters Score -1.066382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192197 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -10663827.000000 Penalty: 1115.831177
	Iteration 163Q: 3 clusters Score -1.066383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192205 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -10663828.000000 Penalty: 1115.831177
	Iteration 164Q: 3 clusters Score -1.066383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192213 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -10663818.000000 Penalty: 1115.831177
	Iteration 165Q: 3 clusters Score -1.066382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192219 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -10663815.000000 Penalty: 1115.831177
	Iteration 166Q: 3 clusters Score -1.066382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192225 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -10663807.000000 Penalty: 1115.831177
	Iteration 167Q: 3 clusters Score -1.066381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192232 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -10663811.000000 Penalty: 1115.831177
	Iteration 168Q: 3 clusters Score -1.066381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192246 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -10663817.000000 Penalty: 1115.831177
	Iteration 169Q: 3 clusters Score -1.066382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192261 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -10663824.000000 Penalty: 1115.831177
	Iteration 170Q: 3 clusters Score -1.066382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192274 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -10663826.000000 Penalty: 1115.831177
	Iteration 171Q: 3 clusters Score -1.066383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192284 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -10663816.000000 Penalty: 1115.831177
	Iteration 172Q: 3 clusters Score -1.066382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192295 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -10663829.000000 Penalty: 1115.831177
	Iteration 173Q: 3 clusters Score -1.066383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192301 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -10663816.000000 Penalty: 1115.831177
	Iteration 174Q: 3 clusters Score -1.066382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192309 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -10663817.000000 Penalty: 1115.831177
	Iteration 175Q: 3 clusters Score -1.066382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192317 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -10663818.000000 Penalty: 1115.831177
	Iteration 176Q: 3 clusters Score -1.066382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192320 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -10663815.000000 Penalty: 1115.831177
	Iteration 177Q: 3 clusters Score -1.066382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192321 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -10663816.000000 Penalty: 1115.831177
	Iteration 178Q: 3 clusters Score -1.066382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192321 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -10663814.000000 Penalty: 1115.831177
	Iteration 179Q: 3 clusters Score -1.066381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192322 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -10663812.000000 Penalty: 1115.831177
	Iteration 180F: 3 clusters Score -1.066381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192323 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -10663814.000000 Penalty: 1115.831177
	Iteration 181Q: 3 clusters Score -1.066381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192323 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -10663814.000000 Penalty: 1115.831177
	Iteration 182F: 3 clusters Score -1.066381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (108259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108259 members 
Entering Unmasked Estep 
Score: -5814232.000000 Penalty: 527.448792
	Iteration 0F: 2 clusters Score -5814232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -5744223.000000 Penalty: 1054.897583
	Iteration 0F: 3 clusters Score -5744223 nChanged 53080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -5787706.500000 Penalty: 1054.897583
	Iteration 1F: 3 clusters Score -5787706 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 76693 members 
Entering Unmasked Estep 
Score: -5798868.000000 Penalty: 1054.897583
	Iteration 2F: 3 clusters Score -5798868 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -5808534.000000 Penalty: 1054.897583
	Iteration 3F: 3 clusters Score -5808534 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -5813352.500000 Penalty: 1054.897583
	Iteration 4F: 3 clusters Score -5813352 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 89343 members 
Entering Unmasked Estep 
Score: -5814685.000000 Penalty: 1054.897583
	Iteration 5Q: 3 clusters Score -5814685 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 91350 members 
Entering Unmasked Estep 
Score: -5815091.000000 Penalty: 1054.897583
	Iteration 6Q: 3 clusters Score -5815091 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 93203 members 
Entering Unmasked Estep 
Score: -5815435.000000 Penalty: 1054.897583
	Iteration 7Q: 3 clusters Score -5815435 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -5815643.000000 Penalty: 1054.897583
	Iteration 8Q: 3 clusters Score -5815643 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -5815820.000000 Penalty: 1054.897583
	Iteration 9Q: 3 clusters Score -5815820 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -5815978.000000 Penalty: 1054.897583
	Iteration 10Q: 3 clusters Score -5815978 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 99623 members 
Entering Unmasked Estep 
Score: -5816139.000000 Penalty: 1054.897583
	Iteration 11Q: 3 clusters Score -5816139 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -5816265.000000 Penalty: 1054.897583
	Iteration 12Q: 3 clusters Score -5816265 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 101904 members 
Entering Unmasked Estep 
Score: -5816370.000000 Penalty: 1054.897583
	Iteration 13Q: 3 clusters Score -5816370 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -5816430.500000 Penalty: 1054.897583
	Iteration 14Q: 3 clusters Score -5816430 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -5816478.000000 Penalty: 1054.897583
	Iteration 15Q: 3 clusters Score -5816478 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 104268 members 
Entering Unmasked Estep 
Score: -5816495.000000 Penalty: 1054.897583
	Iteration 16Q: 3 clusters Score -5816495 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -5816471.000000 Penalty: 1054.897583
	Iteration 17Q: 3 clusters Score -5816471 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 105082 members 
Entering Unmasked Estep 
Score: -5816452.000000 Penalty: 1054.897583
	Iteration 18Q: 3 clusters Score -5816452 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -5816437.500000 Penalty: 1054.897583
	Iteration 19Q: 3 clusters Score -5816438 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 105452 members 
Entering Unmasked Estep 
Score: -5816466.500000 Penalty: 1054.897583
	Iteration 20F: 3 clusters Score -5816466 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 105641 members 
Entering Unmasked Estep 
Score: -5816465.500000 Penalty: 1054.897583
	Iteration 21Q: 3 clusters Score -5816466 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 105788 members 
Entering Unmasked Estep 
Score: -5816436.500000 Penalty: 1054.897583
	Iteration 22Q: 3 clusters Score -5816436 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 105879 members 
Entering Unmasked Estep 
Score: -5816401.500000 Penalty: 1054.897583
	Iteration 23Q: 3 clusters Score -5816402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 105948 members 
Entering Unmasked Estep 
Score: -5816399.000000 Penalty: 1054.897583
	Iteration 24Q: 3 clusters Score -5816399 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -5816384.500000 Penalty: 1054.897583
	Iteration 25Q: 3 clusters Score -5816384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 106072 members 
Entering Unmasked Estep 
Score: -5816373.500000 Penalty: 1054.897583
	Iteration 26Q: 3 clusters Score -5816374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 106124 members 
Entering Unmasked Estep 
Score: -5816360.000000 Penalty: 1054.897583
	Iteration 27Q: 3 clusters Score -5816360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 106157 members 
Entering Unmasked Estep 
Score: -5816358.000000 Penalty: 1054.897583
	Iteration 28Q: 3 clusters Score -5816358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -5816336.000000 Penalty: 1054.897583
	Iteration 29Q: 3 clusters Score -5816336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 106228 members 
Entering Unmasked Estep 
Score: -5816326.000000 Penalty: 1054.897583
	Iteration 30Q: 3 clusters Score -5816326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -5816316.000000 Penalty: 1054.897583
	Iteration 31Q: 3 clusters Score -5816316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -5816314.000000 Penalty: 1054.897583
	Iteration 32Q: 3 clusters Score -5816314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 106307 members 
Entering Unmasked Estep 
Score: -5816308.500000 Penalty: 1054.897583
	Iteration 33Q: 3 clusters Score -5816308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -5816306.000000 Penalty: 1054.897583
	Iteration 34Q: 3 clusters Score -5816306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 106325 members 
Entering Unmasked Estep 
Score: -5816307.000000 Penalty: 1054.897583
	Iteration 35Q: 3 clusters Score -5816307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 106328 members 
Entering Unmasked Estep 
Score: -5816308.000000 Penalty: 1054.897583
	Iteration 36Q: 3 clusters Score -5816308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 106333 members 
Entering Unmasked Estep 
Score: -5816302.500000 Penalty: 1054.897583
	Iteration 37Q: 3 clusters Score -5816302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 106342 members 
Entering Unmasked Estep 
Score: -5816294.500000 Penalty: 1054.897583
	Iteration 38Q: 3 clusters Score -5816294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 106345 members 
Entering Unmasked Estep 
Score: -5816295.000000 Penalty: 1054.897583
	Iteration 39Q: 3 clusters Score -5816295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -5816296.000000 Penalty: 1054.897583
	Iteration 40F: 3 clusters Score -5816296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 106361 members 
Entering Unmasked Estep 
Score: -5816295.500000 Penalty: 1054.897583
	Iteration 41Q: 3 clusters Score -5816296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -5816298.000000 Penalty: 1054.897583
	Iteration 42Q: 3 clusters Score -5816298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -5816300.000000 Penalty: 1054.897583
	Iteration 43Q: 3 clusters Score -5816300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -5816302.500000 Penalty: 1054.897583
	Iteration 44Q: 3 clusters Score -5816302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -5816304.000000 Penalty: 1054.897583
	Iteration 45Q: 3 clusters Score -5816304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 106372 members 
Entering Unmasked Estep 
Score: -5816307.500000 Penalty: 1054.897583
	Iteration 46Q: 3 clusters Score -5816308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 106370 members 
Entering Unmasked Estep 
Score: -5816302.500000 Penalty: 1054.897583
	Iteration 47Q: 3 clusters Score -5816302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -5816303.000000 Penalty: 1054.897583
	Iteration 48Q: 3 clusters Score -5816303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -5816304.000000 Penalty: 1054.897583
	Iteration 49Q: 3 clusters Score -5816304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -5816300.500000 Penalty: 1054.897583
	Iteration 50Q: 3 clusters Score -5816300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -5816302.500000 Penalty: 1054.897583
	Iteration 51Q: 3 clusters Score -5816302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -5816300.000000 Penalty: 1054.897583
	Iteration 52Q: 3 clusters Score -5816300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -5816304.000000 Penalty: 1054.897583
	Iteration 53Q: 3 clusters Score -5816304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 106367 members 
Entering Unmasked Estep 
Score: -5816304.000000 Penalty: 1054.897583
	Iteration 54F: 3 clusters Score -5816304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 50361 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 211479 members 
Mstep: Class 6 contains 92188 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 270124 members 
Mstep: Class 10 contains 78939 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 18848 members 
Mstep: Class 13 contains 106367 members 
Mstep: Class 14 contains 132917 members 
Mstep: Class 15 contains 95145 members 
Mstep: Class 16 contains 75212 members 
Mstep: Class 17 contains 80126 members 
Mstep: Class 18 contains 60731 members 
Mstep: Class 19 contains 177975 members 
Mstep: Class 20 contains 33569 members 
Mstep: Class 21 contains 36668 members 
Entering Unmasked Estep 
Score: -87077296.000000 Penalty: 13724.609375
Splitting cluster 7 changes total score from -87064408.000000 to -87077296.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 8 (42433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Entering Unmasked Estep 
Score: -2242440.000000 Penalty: 484.833527
	Iteration 0F: 2 clusters Score -2242440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2214000.500000 Penalty: 969.667053
	Iteration 0F: 3 clusters Score -2214000 nChanged 20505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2226200.750000 Penalty: 969.667053
	Iteration 1F: 3 clusters Score -2226201 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2226859.000000 Penalty: 969.667053
	Iteration 2Q: 3 clusters Score -2226859 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2227927.000000 Penalty: 969.667053
	Iteration 3F: 3 clusters Score -2227927 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2229674.250000 Penalty: 969.667053
	Iteration 4F: 3 clusters Score -2229674 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -2232166.750000 Penalty: 969.667053
	Iteration 5F: 3 clusters Score -2232167 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -2234869.500000 Penalty: 969.667053
	Iteration 6F: 3 clusters Score -2234870 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -2236819.750000 Penalty: 969.667053
	Iteration 7F: 3 clusters Score -2236820 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -2237717.500000 Penalty: 969.667053
	Iteration 8Q: 3 clusters Score -2237718 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -2238269.000000 Penalty: 969.667053
	Iteration 9Q: 3 clusters Score -2238269 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -2238740.000000 Penalty: 969.667053
	Iteration 10Q: 3 clusters Score -2238740 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -2239195.250000 Penalty: 969.667053
	Iteration 11Q: 3 clusters Score -2239195 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -2239649.000000 Penalty: 969.667053
	Iteration 12Q: 3 clusters Score -2239649 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -2240007.250000 Penalty: 969.667053
	Iteration 13Q: 3 clusters Score -2240007 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -2240269.000000 Penalty: 969.667053
	Iteration 14Q: 3 clusters Score -2240269 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -2240533.000000 Penalty: 969.667053
	Iteration 15Q: 3 clusters Score -2240533 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -2240764.750000 Penalty: 969.667053
	Iteration 16Q: 3 clusters Score -2240765 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -2240982.000000 Penalty: 969.667053
	Iteration 17Q: 3 clusters Score -2240982 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -2241164.000000 Penalty: 969.667053
	Iteration 18Q: 3 clusters Score -2241164 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -2241317.750000 Penalty: 969.667053
	Iteration 19Q: 3 clusters Score -2241318 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -2241432.750000 Penalty: 969.667053
	Iteration 20F: 3 clusters Score -2241433 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -2241519.000000 Penalty: 969.667053
	Iteration 21Q: 3 clusters Score -2241519 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -2241579.750000 Penalty: 969.667053
	Iteration 22Q: 3 clusters Score -2241580 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -2241662.000000 Penalty: 969.667053
	Iteration 23Q: 3 clusters Score -2241662 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -2241731.500000 Penalty: 969.667053
	Iteration 24Q: 3 clusters Score -2241732 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -2241784.000000 Penalty: 969.667053
	Iteration 25Q: 3 clusters Score -2241784 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -2241826.250000 Penalty: 969.667053
	Iteration 26Q: 3 clusters Score -2241826 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -2241866.250000 Penalty: 969.667053
	Iteration 27Q: 3 clusters Score -2241866 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -2241896.500000 Penalty: 969.667053
	Iteration 28Q: 3 clusters Score -2241896 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -2241934.000000 Penalty: 969.667053
	Iteration 29Q: 3 clusters Score -2241934 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -2241959.000000 Penalty: 969.667053
	Iteration 30Q: 3 clusters Score -2241959 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -2241985.000000 Penalty: 969.667053
	Iteration 31Q: 3 clusters Score -2241985 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -2242003.000000 Penalty: 969.667053
	Iteration 32Q: 3 clusters Score -2242003 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -2242026.500000 Penalty: 969.667053
	Iteration 33Q: 3 clusters Score -2242026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -2242043.000000 Penalty: 969.667053
	Iteration 34Q: 3 clusters Score -2242043 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -2242060.000000 Penalty: 969.667053
	Iteration 35Q: 3 clusters Score -2242060 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -2242064.500000 Penalty: 969.667053
	Iteration 36Q: 3 clusters Score -2242064 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -2242077.250000 Penalty: 969.667053
	Iteration 37Q: 3 clusters Score -2242077 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -2242103.750000 Penalty: 969.667053
	Iteration 38Q: 3 clusters Score -2242104 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -2242122.000000 Penalty: 969.667053
	Iteration 39Q: 3 clusters Score -2242122 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -2242131.750000 Penalty: 969.667053
	Iteration 40F: 3 clusters Score -2242132 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -2242149.500000 Penalty: 969.667053
	Iteration 41Q: 3 clusters Score -2242150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -2242167.500000 Penalty: 969.667053
	Iteration 42Q: 3 clusters Score -2242168 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -2242183.750000 Penalty: 969.667053
	Iteration 43Q: 3 clusters Score -2242184 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -2242196.250000 Penalty: 969.667053
	Iteration 44Q: 3 clusters Score -2242196 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -2242215.500000 Penalty: 969.667053
	Iteration 45Q: 3 clusters Score -2242216 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -2242227.500000 Penalty: 969.667053
	Iteration 46Q: 3 clusters Score -2242228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -2242239.750000 Penalty: 969.667053
	Iteration 47Q: 3 clusters Score -2242240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -2242246.500000 Penalty: 969.667053
	Iteration 48Q: 3 clusters Score -2242246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -2242252.250000 Penalty: 969.667053
	Iteration 49Q: 3 clusters Score -2242252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -2242277.500000 Penalty: 969.667053
	Iteration 50Q: 3 clusters Score -2242278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -2242284.250000 Penalty: 969.667053
	Iteration 51Q: 3 clusters Score -2242284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -2242287.750000 Penalty: 969.667053
	Iteration 52Q: 3 clusters Score -2242288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -2242295.750000 Penalty: 969.667053
	Iteration 53Q: 3 clusters Score -2242296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -2242296.500000 Penalty: 969.667053
	Iteration 54Q: 3 clusters Score -2242296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -2242306.750000 Penalty: 969.667053
	Iteration 55Q: 3 clusters Score -2242307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -2242312.500000 Penalty: 969.667053
	Iteration 56Q: 3 clusters Score -2242312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -2242323.250000 Penalty: 969.667053
	Iteration 57Q: 3 clusters Score -2242323 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -2242325.500000 Penalty: 969.667053
	Iteration 58Q: 3 clusters Score -2242326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -2242341.000000 Penalty: 969.667053
	Iteration 59Q: 3 clusters Score -2242341 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -2242350.750000 Penalty: 969.667053
	Iteration 60F: 3 clusters Score -2242351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -2242359.000000 Penalty: 969.667053
	Iteration 61Q: 3 clusters Score -2242359 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -2242376.250000 Penalty: 969.667053
	Iteration 62Q: 3 clusters Score -2242376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -2242378.000000 Penalty: 969.667053
	Iteration 63Q: 3 clusters Score -2242378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -2242375.000000 Penalty: 969.667053
	Iteration 64Q: 3 clusters Score -2242375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -2242375.250000 Penalty: 969.667053
	Iteration 65Q: 3 clusters Score -2242375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -2242376.750000 Penalty: 969.667053
	Iteration 66Q: 3 clusters Score -2242377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -2242379.250000 Penalty: 969.667053
	Iteration 67Q: 3 clusters Score -2242379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -2242384.500000 Penalty: 969.667053
	Iteration 68Q: 3 clusters Score -2242384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -2242382.750000 Penalty: 969.667053
	Iteration 69Q: 3 clusters Score -2242383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -2242385.750000 Penalty: 969.667053
	Iteration 70Q: 3 clusters Score -2242386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -2242386.500000 Penalty: 969.667053
	Iteration 71Q: 3 clusters Score -2242386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -2242388.000000 Penalty: 969.667053
	Iteration 72Q: 3 clusters Score -2242388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -2242391.500000 Penalty: 969.667053
	Iteration 73Q: 3 clusters Score -2242392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -2242389.750000 Penalty: 969.667053
	Iteration 74Q: 3 clusters Score -2242390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -2242389.000000 Penalty: 969.667053
	Iteration 75Q: 3 clusters Score -2242389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -2242387.500000 Penalty: 969.667053
	Iteration 76Q: 3 clusters Score -2242388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -2242393.500000 Penalty: 969.667053
	Iteration 77Q: 3 clusters Score -2242394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -2242395.500000 Penalty: 969.667053
	Iteration 78Q: 3 clusters Score -2242396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -2242395.500000 Penalty: 969.667053
	Iteration 79Q: 3 clusters Score -2242396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -2242396.250000 Penalty: 969.667053
	Iteration 80F: 3 clusters Score -2242396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -2242403.250000 Penalty: 969.667053
	Iteration 81Q: 3 clusters Score -2242403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -2242402.000000 Penalty: 969.667053
	Iteration 82Q: 3 clusters Score -2242402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -2242403.000000 Penalty: 969.667053
	Iteration 83Q: 3 clusters Score -2242403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -2242403.750000 Penalty: 969.667053
	Iteration 84Q: 3 clusters Score -2242404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -2242408.250000 Penalty: 969.667053
	Iteration 85Q: 3 clusters Score -2242408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -2242411.250000 Penalty: 969.667053
	Iteration 86Q: 3 clusters Score -2242411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -2242408.750000 Penalty: 969.667053
	Iteration 87Q: 3 clusters Score -2242409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -2242413.500000 Penalty: 969.667053
	Iteration 88Q: 3 clusters Score -2242414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -2242417.500000 Penalty: 969.667053
	Iteration 89Q: 3 clusters Score -2242418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -2242418.250000 Penalty: 969.667053
	Iteration 90Q: 3 clusters Score -2242418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -2242422.750000 Penalty: 969.667053
	Iteration 91Q: 3 clusters Score -2242423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -2242420.000000 Penalty: 969.667053
	Iteration 92Q: 3 clusters Score -2242420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -2242422.250000 Penalty: 969.667053
	Iteration 93Q: 3 clusters Score -2242422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -2242421.500000 Penalty: 969.667053
	Iteration 94Q: 3 clusters Score -2242422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -2242422.250000 Penalty: 969.667053
	Iteration 95Q: 3 clusters Score -2242422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -2242422.250000 Penalty: 969.667053
	Iteration 96Q: 3 clusters Score -2242422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -2242419.750000 Penalty: 969.667053
	Iteration 97Q: 3 clusters Score -2242420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -2242420.500000 Penalty: 969.667053
	Iteration 98Q: 3 clusters Score -2242420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -2242421.000000 Penalty: 969.667053
	Iteration 99Q: 3 clusters Score -2242421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -2242420.000000 Penalty: 969.667053
	Iteration 100F: 3 clusters Score -2242420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -2242420.500000 Penalty: 969.667053
	Iteration 101Q: 3 clusters Score -2242420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -2242419.250000 Penalty: 969.667053
	Iteration 102Q: 3 clusters Score -2242419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -2242418.000000 Penalty: 969.667053
	Iteration 103Q: 3 clusters Score -2242418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -2242415.750000 Penalty: 969.667053
	Iteration 104Q: 3 clusters Score -2242416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -2242417.000000 Penalty: 969.667053
	Iteration 105Q: 3 clusters Score -2242417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -2242416.000000 Penalty: 969.667053
	Iteration 106Q: 3 clusters Score -2242416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -2242416.250000 Penalty: 969.667053
	Iteration 107Q: 3 clusters Score -2242416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -2242417.500000 Penalty: 969.667053
	Iteration 108Q: 3 clusters Score -2242418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -2242417.500000 Penalty: 969.667053
	Iteration 109F: 3 clusters Score -2242418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (270124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270124 members 
Entering Unmasked Estep 
Score: -13980711.000000 Penalty: 569.051941
	Iteration 0F: 2 clusters Score -1.398071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135025 members 
Mstep: Class 2 contains 135099 members 
Entering Unmasked Estep 
Score: -13845769.000000 Penalty: 1138.103882
	Iteration 0F: 3 clusters Score -1.384577e+07 nChanged 133091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134180 members 
Mstep: Class 2 contains 135944 members 
Entering Unmasked Estep 
Score: -13934656.000000 Penalty: 1138.103882
	Iteration 1F: 3 clusters Score -1.393466e+07 nChanged 15567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133313 members 
Mstep: Class 2 contains 136811 members 
Entering Unmasked Estep 
Score: -13942537.000000 Penalty: 1138.103882
	Iteration 2F: 3 clusters Score -1.394254e+07 nChanged 17571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131960 members 
Mstep: Class 2 contains 138164 members 
Entering Unmasked Estep 
Score: -13954445.000000 Penalty: 1138.103882
	Iteration 3F: 3 clusters Score -1.395444e+07 nChanged 18739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129553 members 
Mstep: Class 2 contains 140571 members 
Entering Unmasked Estep 
Score: -13967959.000000 Penalty: 1138.103882
	Iteration 4F: 3 clusters Score -1.396796e+07 nChanged 16964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125901 members 
Mstep: Class 2 contains 144223 members 
Entering Unmasked Estep 
Score: -13977813.000000 Penalty: 1138.103882
	Iteration 5F: 3 clusters Score -1.397781e+07 nChanged 12459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121302 members 
Mstep: Class 2 contains 148822 members 
Entering Unmasked Estep 
Score: -13981646.000000 Penalty: 1138.103882
	Iteration 6Q: 3 clusters Score -1.398165e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116565 members 
Mstep: Class 2 contains 153559 members 
Entering Unmasked Estep 
Score: -13983446.000000 Penalty: 1138.103882
	Iteration 7Q: 3 clusters Score -1.398345e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 158175 members 
Entering Unmasked Estep 
Score: -13983690.000000 Penalty: 1138.103882
	Iteration 8Q: 3 clusters Score -1.398369e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108030 members 
Mstep: Class 2 contains 162094 members 
Entering Unmasked Estep 
Score: -13984197.000000 Penalty: 1138.103882
	Iteration 9Q: 3 clusters Score -1.39842e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104940 members 
Mstep: Class 2 contains 165184 members 
Entering Unmasked Estep 
Score: -13984411.000000 Penalty: 1138.103882
	Iteration 10Q: 3 clusters Score -1.398441e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102739 members 
Mstep: Class 2 contains 167385 members 
Entering Unmasked Estep 
Score: -13984746.000000 Penalty: 1138.103882
	Iteration 11Q: 3 clusters Score -1.398475e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101408 members 
Mstep: Class 2 contains 168716 members 
Entering Unmasked Estep 
Score: -13985153.000000 Penalty: 1138.103882
	Iteration 12Q: 3 clusters Score -1.398515e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 169212 members 
Entering Unmasked Estep 
Score: -13985658.000000 Penalty: 1138.103882
	Iteration 13Q: 3 clusters Score -1.398566e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 169168 members 
Entering Unmasked Estep 
Score: -13985964.000000 Penalty: 1138.103882
	Iteration 14Q: 3 clusters Score -1.398596e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101569 members 
Mstep: Class 2 contains 168555 members 
Entering Unmasked Estep 
Score: -13986380.000000 Penalty: 1138.103882
	Iteration 15Q: 3 clusters Score -1.398638e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102585 members 
Mstep: Class 2 contains 167539 members 
Entering Unmasked Estep 
Score: -13986884.000000 Penalty: 1138.103882
	Iteration 16Q: 3 clusters Score -1.398688e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 166172 members 
Entering Unmasked Estep 
Score: -13987474.000000 Penalty: 1138.103882
	Iteration 17Q: 3 clusters Score -1.398747e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 164500 members 
Entering Unmasked Estep 
Score: -13988020.000000 Penalty: 1138.103882
	Iteration 18Q: 3 clusters Score -1.398802e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107488 members 
Mstep: Class 2 contains 162636 members 
Entering Unmasked Estep 
Score: -13988640.000000 Penalty: 1138.103882
	Iteration 19Q: 3 clusters Score -1.398864e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 160614 members 
Entering Unmasked Estep 
Score: -13989920.000000 Penalty: 1138.103882
	Iteration 20F: 3 clusters Score -1.398992e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111657 members 
Mstep: Class 2 contains 158467 members 
Entering Unmasked Estep 
Score: -13990831.000000 Penalty: 1138.103882
	Iteration 21Q: 3 clusters Score -1.399083e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113873 members 
Mstep: Class 2 contains 156251 members 
Entering Unmasked Estep 
Score: -13991619.000000 Penalty: 1138.103882
	Iteration 22Q: 3 clusters Score -1.399162e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 153948 members 
Entering Unmasked Estep 
Score: -13993103.000000 Penalty: 1138.103882
	Iteration 23Q: 3 clusters Score -1.39931e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118236 members 
Mstep: Class 2 contains 151888 members 
Entering Unmasked Estep 
Score: -13993845.000000 Penalty: 1138.103882
	Iteration 24Q: 3 clusters Score -1.399384e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 149863 members 
Entering Unmasked Estep 
Score: -13993767.000000 Penalty: 1138.103882
	Iteration 25Q: 3 clusters Score -1.399377e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122210 members 
Mstep: Class 2 contains 147914 members 
Entering Unmasked Estep 
Score: -13994003.000000 Penalty: 1138.103882
	Iteration 26Q: 3 clusters Score -1.3994e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124044 members 
Mstep: Class 2 contains 146080 members 
Entering Unmasked Estep 
Score: -13994893.000000 Penalty: 1138.103882
	Iteration 27Q: 3 clusters Score -1.399489e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 144414 members 
Entering Unmasked Estep 
Score: -13995359.000000 Penalty: 1138.103882
	Iteration 28Q: 3 clusters Score -1.399536e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127231 members 
Mstep: Class 2 contains 142893 members 
Entering Unmasked Estep 
Score: -13995413.000000 Penalty: 1138.103882
	Iteration 29Q: 3 clusters Score -1.399541e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128732 members 
Mstep: Class 2 contains 141392 members 
Entering Unmasked Estep 
Score: -13995613.000000 Penalty: 1138.103882
	Iteration 30Q: 3 clusters Score -1.399561e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130261 members 
Mstep: Class 2 contains 139863 members 
Entering Unmasked Estep 
Score: -13995672.000000 Penalty: 1138.103882
	Iteration 31Q: 3 clusters Score -1.399567e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131726 members 
Mstep: Class 2 contains 138398 members 
Entering Unmasked Estep 
Score: -13995682.000000 Penalty: 1138.103882
	Iteration 32Q: 3 clusters Score -1.399568e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133102 members 
Mstep: Class 2 contains 137022 members 
Entering Unmasked Estep 
Score: -13995643.000000 Penalty: 1138.103882
	Iteration 33Q: 3 clusters Score -1.399564e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134414 members 
Mstep: Class 2 contains 135710 members 
Entering Unmasked Estep 
Score: -13995475.000000 Penalty: 1138.103882
	Iteration 34Q: 3 clusters Score -1.399548e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135617 members 
Mstep: Class 2 contains 134507 members 
Entering Unmasked Estep 
Score: -13995236.000000 Penalty: 1138.103882
	Iteration 35Q: 3 clusters Score -1.399524e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136804 members 
Mstep: Class 2 contains 133320 members 
Entering Unmasked Estep 
Score: -13994871.000000 Penalty: 1138.103882
	Iteration 36Q: 3 clusters Score -1.399487e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137965 members 
Mstep: Class 2 contains 132159 members 
Entering Unmasked Estep 
Score: -13994511.000000 Penalty: 1138.103882
	Iteration 37Q: 3 clusters Score -1.399451e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139196 members 
Mstep: Class 2 contains 130928 members 
Entering Unmasked Estep 
Score: -13994053.000000 Penalty: 1138.103882
	Iteration 38Q: 3 clusters Score -1.399405e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 129722 members 
Entering Unmasked Estep 
Score: -13993747.000000 Penalty: 1138.103882
	Iteration 39Q: 3 clusters Score -1.399375e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141547 members 
Mstep: Class 2 contains 128577 members 
Entering Unmasked Estep 
Score: -13993548.000000 Penalty: 1138.103882
	Iteration 40F: 3 clusters Score -1.399355e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142959 members 
Mstep: Class 2 contains 127165 members 
Entering Unmasked Estep 
Score: -13993200.000000 Penalty: 1138.103882
	Iteration 41Q: 3 clusters Score -1.39932e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144364 members 
Mstep: Class 2 contains 125760 members 
Entering Unmasked Estep 
Score: -13992899.000000 Penalty: 1138.103882
	Iteration 42Q: 3 clusters Score -1.39929e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145895 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -13992565.000000 Penalty: 1138.103882
	Iteration 43Q: 3 clusters Score -1.399256e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 122531 members 
Entering Unmasked Estep 
Score: -13993426.000000 Penalty: 1138.103882
	Iteration 44Q: 3 clusters Score -1.399343e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150063 members 
Mstep: Class 2 contains 120061 members 
Entering Unmasked Estep 
Score: -13994454.000000 Penalty: 1138.103882
	Iteration 45Q: 3 clusters Score -1.399445e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153565 members 
Mstep: Class 2 contains 116559 members 
Entering Unmasked Estep 
Score: -13995534.000000 Penalty: 1138.103882
	Iteration 46Q: 3 clusters Score -1.399553e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158451 members 
Mstep: Class 2 contains 111673 members 
Entering Unmasked Estep 
Score: -13997534.000000 Penalty: 1138.103882
	Iteration 47Q: 3 clusters Score -1.399753e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164685 members 
Mstep: Class 2 contains 105439 members 
Entering Unmasked Estep 
Score: -13999341.000000 Penalty: 1138.103882
	Iteration 48Q: 3 clusters Score -1.399934e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172498 members 
Mstep: Class 2 contains 97626 members 
Entering Unmasked Estep 
Score: -14000790.000000 Penalty: 1138.103882
	Iteration 49Q: 3 clusters Score -1.400079e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181700 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -14001016.000000 Penalty: 1138.103882
	Iteration 50Q: 3 clusters Score -1.400102e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192444 members 
Mstep: Class 2 contains 77680 members 
Entering Unmasked Estep 
Score: -13998145.000000 Penalty: 1138.103882
	Iteration 51Q: 3 clusters Score -1.399814e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202528 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -13993520.000000 Penalty: 1138.103882
	Iteration 52Q: 3 clusters Score -1.399352e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212642 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -13988426.000000 Penalty: 1138.103882
	Iteration 53Q: 3 clusters Score -1.398843e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222605 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -13982852.000000 Penalty: 1138.103882
	Iteration 54Q: 3 clusters Score -1.398285e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231057 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -13977981.000000 Penalty: 1138.103882
	Iteration 55Q: 3 clusters Score -1.397798e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237568 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -13975029.000000 Penalty: 1138.103882
	Iteration 56Q: 3 clusters Score -1.397503e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242413 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -13973096.000000 Penalty: 1138.103882
	Iteration 57Q: 3 clusters Score -1.39731e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245826 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -13971900.000000 Penalty: 1138.103882
	Iteration 58Q: 3 clusters Score -1.39719e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247973 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -13971307.000000 Penalty: 1138.103882
	Iteration 59Q: 3 clusters Score -1.397131e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249205 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -13979664.000000 Penalty: 1138.103882
	Iteration 60F: 3 clusters Score -1.397966e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261121 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -13979076.000000 Penalty: 1138.103882
	Iteration 61Q: 3 clusters Score -1.397908e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266569 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -13979474.000000 Penalty: 1138.103882
	Iteration 62Q: 3 clusters Score -1.397947e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268708 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -13979770.000000 Penalty: 1138.103882
	Iteration 63Q: 3 clusters Score -1.397977e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269513 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -13979953.000000 Penalty: 1138.103882
	Iteration 64Q: 3 clusters Score -1.397995e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269816 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13980093.000000 Penalty: 1138.103882
	Iteration 65Q: 3 clusters Score -1.398009e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269942 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13980151.000000 Penalty: 1138.103882
	Iteration 66Q: 3 clusters Score -1.398015e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269993 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -13980203.000000 Penalty: 1138.103882
	Iteration 67Q: 3 clusters Score -1.39802e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270012 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13980231.000000 Penalty: 1138.103882
	Iteration 68Q: 3 clusters Score -1.398023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270020 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13980253.000000 Penalty: 1138.103882
	Iteration 69Q: 3 clusters Score -1.398025e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270029 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13980279.000000 Penalty: 1138.103882
	Iteration 70Q: 3 clusters Score -1.398028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270035 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13980278.000000 Penalty: 1138.103882
	Iteration 71Q: 3 clusters Score -1.398028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270037 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13980292.000000 Penalty: 1138.103882
	Iteration 72Q: 3 clusters Score -1.398029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270038 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13980288.000000 Penalty: 1138.103882
	Iteration 73Q: 3 clusters Score -1.398029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270038 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13980288.000000 Penalty: 1138.103882
	Iteration 74F: 3 clusters Score -1.398029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (78939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Entering Unmasked Estep 
Score: -4206990.000000 Penalty: 513.077637
	Iteration 0F: 2 clusters Score -4206990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -4153982.500000 Penalty: 1026.155273
	Iteration 0F: 3 clusters Score -4153982 nChanged 38381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -4182854.750000 Penalty: 1026.155273
	Iteration 1F: 3 clusters Score -4182855 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -4187888.250000 Penalty: 1026.155273
	Iteration 2F: 3 clusters Score -4187888 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -4192809.000000 Penalty: 1026.155273
	Iteration 3F: 3 clusters Score -4192809 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -4195714.000000 Penalty: 1026.155273
	Iteration 4F: 3 clusters Score -4195714 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -4196753.000000 Penalty: 1026.155273
	Iteration 5Q: 3 clusters Score -4196753 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -4197184.500000 Penalty: 1026.155273
	Iteration 6Q: 3 clusters Score -4197184 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -4197519.000000 Penalty: 1026.155273
	Iteration 7Q: 3 clusters Score -4197519 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4197819.500000 Penalty: 1026.155273
	Iteration 8Q: 3 clusters Score -4197820 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -4198132.000000 Penalty: 1026.155273
	Iteration 9Q: 3 clusters Score -4198132 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -4198413.500000 Penalty: 1026.155273
	Iteration 10Q: 3 clusters Score -4198414 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -4198656.000000 Penalty: 1026.155273
	Iteration 11Q: 3 clusters Score -4198656 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -4198921.000000 Penalty: 1026.155273
	Iteration 12Q: 3 clusters Score -4198921 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -4199148.500000 Penalty: 1026.155273
	Iteration 13Q: 3 clusters Score -4199148 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -4199375.500000 Penalty: 1026.155273
	Iteration 14Q: 3 clusters Score -4199376 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -4199588.500000 Penalty: 1026.155273
	Iteration 15Q: 3 clusters Score -4199588 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -4199768.500000 Penalty: 1026.155273
	Iteration 16Q: 3 clusters Score -4199768 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -4199913.000000 Penalty: 1026.155273
	Iteration 17Q: 3 clusters Score -4199913 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -4200042.500000 Penalty: 1026.155273
	Iteration 18Q: 3 clusters Score -4200042 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -4200145.000000 Penalty: 1026.155273
	Iteration 19Q: 3 clusters Score -4200145 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -4200218.000000 Penalty: 1026.155273
	Iteration 20F: 3 clusters Score -4200218 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -4200286.000000 Penalty: 1026.155273
	Iteration 21Q: 3 clusters Score -4200286 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -4200319.500000 Penalty: 1026.155273
	Iteration 22Q: 3 clusters Score -4200320 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4200404.500000 Penalty: 1026.155273
	Iteration 23Q: 3 clusters Score -4200404 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -4200431.500000 Penalty: 1026.155273
	Iteration 24Q: 3 clusters Score -4200432 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4200475.000000 Penalty: 1026.155273
	Iteration 25Q: 3 clusters Score -4200475 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4200498.500000 Penalty: 1026.155273
	Iteration 26Q: 3 clusters Score -4200498 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -4200525.500000 Penalty: 1026.155273
	Iteration 27Q: 3 clusters Score -4200526 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -4200539.000000 Penalty: 1026.155273
	Iteration 28Q: 3 clusters Score -4200539 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -4200556.000000 Penalty: 1026.155273
	Iteration 29Q: 3 clusters Score -4200556 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4200564.000000 Penalty: 1026.155273
	Iteration 30Q: 3 clusters Score -4200564 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4200577.000000 Penalty: 1026.155273
	Iteration 31Q: 3 clusters Score -4200577 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -4200603.000000 Penalty: 1026.155273
	Iteration 32Q: 3 clusters Score -4200603 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -4200657.000000 Penalty: 1026.155273
	Iteration 33Q: 3 clusters Score -4200657 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -4200677.000000 Penalty: 1026.155273
	Iteration 34Q: 3 clusters Score -4200677 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4200703.500000 Penalty: 1026.155273
	Iteration 35Q: 3 clusters Score -4200704 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4200737.000000 Penalty: 1026.155273
	Iteration 36Q: 3 clusters Score -4200737 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4200754.500000 Penalty: 1026.155273
	Iteration 37Q: 3 clusters Score -4200754 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4200788.500000 Penalty: 1026.155273
	Iteration 38Q: 3 clusters Score -4200788 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4200819.000000 Penalty: 1026.155273
	Iteration 39Q: 3 clusters Score -4200819 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4200878.000000 Penalty: 1026.155273
	Iteration 40F: 3 clusters Score -4200878 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -4200910.000000 Penalty: 1026.155273
	Iteration 41Q: 3 clusters Score -4200910 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4200923.000000 Penalty: 1026.155273
	Iteration 42Q: 3 clusters Score -4200923 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -4200962.500000 Penalty: 1026.155273
	Iteration 43Q: 3 clusters Score -4200962 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -4201024.000000 Penalty: 1026.155273
	Iteration 44Q: 3 clusters Score -4201024 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -4201085.500000 Penalty: 1026.155273
	Iteration 45Q: 3 clusters Score -4201086 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4201130.500000 Penalty: 1026.155273
	Iteration 46Q: 3 clusters Score -4201130 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -4201192.500000 Penalty: 1026.155273
	Iteration 47Q: 3 clusters Score -4201192 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -4201254.000000 Penalty: 1026.155273
	Iteration 48Q: 3 clusters Score -4201254 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -4201325.000000 Penalty: 1026.155273
	Iteration 49Q: 3 clusters Score -4201325 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -4201409.000000 Penalty: 1026.155273
	Iteration 50Q: 3 clusters Score -4201409 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -4201480.500000 Penalty: 1026.155273
	Iteration 51Q: 3 clusters Score -4201480 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -4201573.000000 Penalty: 1026.155273
	Iteration 52Q: 3 clusters Score -4201573 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4201654.500000 Penalty: 1026.155273
	Iteration 53Q: 3 clusters Score -4201654 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -4201762.000000 Penalty: 1026.155273
	Iteration 54Q: 3 clusters Score -4201762 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 21777 members 
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Mstep: Class 2 contains 20943 members 
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	Iteration 72Q: 3 clusters Score -4204445 nChanged 665
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	Iteration 86Q: 3 clusters Score -4206150 nChanged 277
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	Iteration 96Q: 3 clusters Score -4206588 nChanged 82
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Mstep: Class 1 contains 76833 members 
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	Iteration 97Q: 3 clusters Score -4206604 nChanged 81
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Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 2025 members 
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	Iteration 98Q: 3 clusters Score -4206622 nChanged 74
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Mstep: Class 2 contains 1951 members 
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	Iteration 99Q: 3 clusters Score -4206635 nChanged 64
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	Iteration 100F: 3 clusters Score -4206644 nChanged 70
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	Iteration 101Q: 3 clusters Score -4206644 nChanged 67
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	Iteration 103Q: 3 clusters Score -4206672 nChanged 53
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	Iteration 104Q: 3 clusters Score -4206678 nChanged 56
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	Iteration 105Q: 3 clusters Score -4206673 nChanged 56
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	Iteration 106Q: 3 clusters Score -4206689 nChanged 63
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	Iteration 107Q: 3 clusters Score -4206700 nChanged 46
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	Iteration 108Q: 3 clusters Score -4206714 nChanged 42
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	Iteration 109Q: 3 clusters Score -4206717 nChanged 32
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	Iteration 110Q: 3 clusters Score -4206724 nChanged 18
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Mstep: Class 1 contains 77620 members 
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	Iteration 111Q: 3 clusters Score -4206726 nChanged 25
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Mstep: Class 1 contains 77645 members 
Mstep: Class 2 contains 1294 members 
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	Iteration 112Q: 3 clusters Score -4206724 nChanged 19
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Mstep: Class 1 contains 77664 members 
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	Iteration 113Q: 3 clusters Score -4206722 nChanged 17
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Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 1258 members 
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	Iteration 114Q: 3 clusters Score -4206729 nChanged 19
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Mstep: Class 1 contains 77700 members 
Mstep: Class 2 contains 1239 members 
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	Iteration 115Q: 3 clusters Score -4206730 nChanged 15
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	Iteration 116Q: 3 clusters Score -4206734 nChanged 16
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Mstep: Class 1 contains 77731 members 
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	Iteration 117Q: 3 clusters Score -4206737 nChanged 19
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	Iteration 118Q: 3 clusters Score -4206734 nChanged 17
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	Iteration 119Q: 3 clusters Score -4206738 nChanged 11
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	Iteration 120F: 3 clusters Score -4206740 nChanged 10
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	Iteration 121Q: 3 clusters Score -4206745 nChanged 10
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	Iteration 122Q: 3 clusters Score -4206743 nChanged 10
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	Iteration 123Q: 3 clusters Score -4206746 nChanged 12
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	Iteration 124Q: 3 clusters Score -4206747 nChanged 6
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Mstep: Class 2 contains 1115 members 
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	Iteration 125Q: 3 clusters Score -4206746 nChanged 3
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	Iteration 126Q: 3 clusters Score -4206748 nChanged 2
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	Iteration 127Q: 3 clusters Score -4206750 nChanged 5
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Mstep: Class 2 contains 1105 members 
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	Iteration 128Q: 3 clusters Score -4206754 nChanged 4
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	Iteration 129Q: 3 clusters Score -4206753 nChanged 4
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	Iteration 130Q: 3 clusters Score -4206754 nChanged 3
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	Iteration 131Q: 3 clusters Score -4206752 nChanged 6
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	Iteration 132Q: 3 clusters Score -4206749 nChanged 8
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	Iteration 133Q: 3 clusters Score -4206752 nChanged 8
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	Iteration 134Q: 3 clusters Score -4206747 nChanged 7
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	Iteration 135Q: 3 clusters Score -4206754 nChanged 13
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	Iteration 136Q: 3 clusters Score -4206756 nChanged 7
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	Iteration 137Q: 3 clusters Score -4206758 nChanged 4
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	Iteration 138Q: 3 clusters Score -4206755 nChanged 3
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	Iteration 139Q: 3 clusters Score -4206756 nChanged 3
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	Iteration 140F: 3 clusters Score -4206756 nChanged 5
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	Iteration 141Q: 3 clusters Score -4206757 nChanged 1
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	Iteration 142Q: 3 clusters Score -4206758 nChanged 1
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	Iteration 143Q: 3 clusters Score -4206758 nChanged 1
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	Iteration 144Q: 3 clusters Score -4206759 nChanged 0
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	Iteration 145F: 3 clusters Score -4206759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 0F: 2 clusters Score -125167.6 nChanged 0
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	Iteration 1F: 3 clusters Score -124168.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -124226.906250 Penalty: 695.207458
	Iteration 2F: 3 clusters Score -124226.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -124269.695312 Penalty: 695.207458
	Iteration 3Q: 3 clusters Score -124269.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -124302.750000 Penalty: 695.207458
	Iteration 4Q: 3 clusters Score -124302.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -124339.968750 Penalty: 695.207458
	Iteration 5Q: 3 clusters Score -124340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -124387.593750 Penalty: 695.207458
	Iteration 6Q: 3 clusters Score -124387.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -124435.000000 Penalty: 695.207458
	Iteration 7Q: 3 clusters Score -124435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -124483.000000 Penalty: 695.207458
	Iteration 8Q: 3 clusters Score -124483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -124525.710938 Penalty: 695.207458
	Iteration 9Q: 3 clusters Score -124525.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -124556.101562 Penalty: 695.207458
	Iteration 10Q: 3 clusters Score -124556.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -124586.554688 Penalty: 695.207458
	Iteration 11Q: 3 clusters Score -124586.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -124614.781250 Penalty: 695.207458
	Iteration 12Q: 3 clusters Score -124614.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -124632.015625 Penalty: 695.207458
	Iteration 13Q: 3 clusters Score -124632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -124642.742188 Penalty: 695.207458
	Iteration 14Q: 3 clusters Score -124642.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -124651.218750 Penalty: 695.207458
	Iteration 15Q: 3 clusters Score -124651.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -124658.093750 Penalty: 695.207458
	Iteration 16Q: 3 clusters Score -124658.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -124663.507812 Penalty: 695.207458
	Iteration 17Q: 3 clusters Score -124663.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -124667.882812 Penalty: 695.207458
	Iteration 18Q: 3 clusters Score -124667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -124670.203125 Penalty: 695.207458
	Iteration 19Q: 3 clusters Score -124670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -124672.250000 Penalty: 695.207458
	Iteration 20F: 3 clusters Score -124672.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -124675.687500 Penalty: 695.207458
	Iteration 21Q: 3 clusters Score -124675.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -124682.171875 Penalty: 695.207458
	Iteration 22Q: 3 clusters Score -124682.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -124686.734375 Penalty: 695.207458
	Iteration 23Q: 3 clusters Score -124686.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -124689.437500 Penalty: 695.207458
	Iteration 24Q: 3 clusters Score -124689.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -124692.343750 Penalty: 695.207458
	Iteration 25Q: 3 clusters Score -124692.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -124693.304688 Penalty: 695.207458
	Iteration 26Q: 3 clusters Score -124693.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -124693.882812 Penalty: 695.207458
	Iteration 27Q: 3 clusters Score -124693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -124693.906250 Penalty: 695.207458
	Iteration 28Q: 3 clusters Score -124693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -124694.421875 Penalty: 695.207458
	Iteration 29Q: 3 clusters Score -124694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -124694.890625 Penalty: 695.207458
	Iteration 30Q: 3 clusters Score -124694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -124695.281250 Penalty: 695.207458
	Iteration 31Q: 3 clusters Score -124695.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -124696.515625 Penalty: 695.207458
	Iteration 32Q: 3 clusters Score -124696.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -124698.976562 Penalty: 695.207458
	Iteration 33Q: 3 clusters Score -124699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -124702.125000 Penalty: 695.207458
	Iteration 34Q: 3 clusters Score -124702.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -124705.031250 Penalty: 695.207458
	Iteration 35Q: 3 clusters Score -124705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -124708.234375 Penalty: 695.207458
	Iteration 36Q: 3 clusters Score -124708.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -124712.617188 Penalty: 695.207458
	Iteration 37Q: 3 clusters Score -124712.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -124714.304688 Penalty: 695.207458
	Iteration 38Q: 3 clusters Score -124714.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -124716.007812 Penalty: 695.207458
	Iteration 39Q: 3 clusters Score -124716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -124718.500000 Penalty: 695.207458
	Iteration 40F: 3 clusters Score -124718.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -124721.632812 Penalty: 695.207458
	Iteration 41Q: 3 clusters Score -124721.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -124724.304688 Penalty: 695.207458
	Iteration 42Q: 3 clusters Score -124724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -124725.085938 Penalty: 695.207458
	Iteration 43Q: 3 clusters Score -124725.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -124727.453125 Penalty: 695.207458
	Iteration 44Q: 3 clusters Score -124727.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -124731.093750 Penalty: 695.207458
	Iteration 45Q: 3 clusters Score -124731.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -124738.312500 Penalty: 695.207458
	Iteration 46Q: 3 clusters Score -124738.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -124743.476562 Penalty: 695.207458
	Iteration 47Q: 3 clusters Score -124743.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -124748.820312 Penalty: 695.207458
	Iteration 48Q: 3 clusters Score -124748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -124754.351562 Penalty: 695.207458
	Iteration 49Q: 3 clusters Score -124754.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -124760.500000 Penalty: 695.207458
	Iteration 50Q: 3 clusters Score -124760.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -124770.578125 Penalty: 695.207458
	Iteration 51Q: 3 clusters Score -124770.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -124783.960938 Penalty: 695.207458
	Iteration 52Q: 3 clusters Score -124784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -124790.335938 Penalty: 695.207458
	Iteration 53Q: 3 clusters Score -124790.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -124802.015625 Penalty: 695.207458
	Iteration 54Q: 3 clusters Score -124802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -124810.562500 Penalty: 695.207458
	Iteration 55Q: 3 clusters Score -124810.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -124818.617188 Penalty: 695.207458
	Iteration 56Q: 3 clusters Score -124818.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -124821.132812 Penalty: 695.207458
	Iteration 57Q: 3 clusters Score -124821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -124823.710938 Penalty: 695.207458
	Iteration 58Q: 3 clusters Score -124823.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -124825.609375 Penalty: 695.207458
	Iteration 59Q: 3 clusters Score -124825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -124827.671875 Penalty: 695.207458
	Iteration 60F: 3 clusters Score -124827.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -124831.398438 Penalty: 695.207458
	Iteration 61Q: 3 clusters Score -124831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -124831.851562 Penalty: 695.207458
	Iteration 62Q: 3 clusters Score -124831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -124832.109375 Penalty: 695.207458
	Iteration 63Q: 3 clusters Score -124832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -124832.109375 Penalty: 695.207458
	Iteration 64F: 3 clusters Score -124832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Entering Unmasked Estep 
Score: -891727.812500 Penalty: 447.909363
	Iteration 0F: 2 clusters Score -891727.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -879378.375000 Penalty: 895.818726
	Iteration 0F: 3 clusters Score -879378.4 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -885667.750000 Penalty: 895.818726
	Iteration 1F: 3 clusters Score -885667.8 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -886796.937500 Penalty: 895.818726
	Iteration 2F: 3 clusters Score -886796.9 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -888080.687500 Penalty: 895.818726
	Iteration 3F: 3 clusters Score -888080.7 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -889300.687500 Penalty: 895.818726
	Iteration 4F: 3 clusters Score -889300.7 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -890240.062500 Penalty: 895.818726
	Iteration 5F: 3 clusters Score -890240.1 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -891040.250000 Penalty: 895.818726
	Iteration 6F: 3 clusters Score -891040.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -891722.062500 Penalty: 895.818726
	Iteration 7Q: 3 clusters Score -891722.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -892234.312500 Penalty: 895.818726
	Iteration 8Q: 3 clusters Score -892234.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -892478.875000 Penalty: 895.818726
	Iteration 9Q: 3 clusters Score -892478.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -892565.500000 Penalty: 895.818726
	Iteration 10Q: 3 clusters Score -892565.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -892602.937500 Penalty: 895.818726
	Iteration 11Q: 3 clusters Score -892602.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -892617.187500 Penalty: 895.818726
	Iteration 12Q: 3 clusters Score -892617.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -892623.062500 Penalty: 895.818726
	Iteration 13Q: 3 clusters Score -892623.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -892624.125000 Penalty: 895.818726
	Iteration 14Q: 3 clusters Score -892624.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -892624.250000 Penalty: 895.818726
	Iteration 15Q: 3 clusters Score -892624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -892624.812500 Penalty: 895.818726
	Iteration 16Q: 3 clusters Score -892624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -892626.437500 Penalty: 895.818726
	Iteration 17Q: 3 clusters Score -892626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -892627.562500 Penalty: 895.818726
	Iteration 18Q: 3 clusters Score -892627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -892626.687500 Penalty: 895.818726
	Iteration 19Q: 3 clusters Score -892626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -892626.750000 Penalty: 895.818726
	Iteration 20F: 3 clusters Score -892626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -892626.750000 Penalty: 895.818726
	Iteration 21Q: 3 clusters Score -892626.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -892626.750000 Penalty: 895.818726
	Iteration 22F: 3 clusters Score -892626.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 50361 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 211479 members 
Mstep: Class 6 contains 92188 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 270124 members 
Mstep: Class 10 contains 78939 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 106367 members 
Mstep: Class 14 contains 132917 members 
Mstep: Class 15 contains 95145 members 
Mstep: Class 16 contains 75212 members 
Mstep: Class 17 contains 80126 members 
Mstep: Class 18 contains 60731 members 
Mstep: Class 19 contains 177975 members 
Mstep: Class 20 contains 33569 members 
Mstep: Class 21 contains 36668 members 
Mstep: Class 22 contains 18537 members 
Entering Unmasked Estep 
Score: -87078240.000000 Penalty: 14378.162109
Splitting cluster 12 changes total score from -87064408.000000 to -87078240.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (132917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132917 members 
Entering Unmasked Estep 
Score: -6935548.000000 Penalty: 536.785339
	Iteration 0F: 2 clusters Score -6935548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -6846224.000000 Penalty: 1073.570679
	Iteration 0F: 3 clusters Score -6846224 nChanged 65145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 63513 members 
Entering Unmasked Estep 
Score: -6884586.500000 Penalty: 1073.570679
	Iteration 1F: 3 clusters Score -6884586 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -6886277.500000 Penalty: 1073.570679
	Iteration 2Q: 3 clusters Score -6886278 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -6889447.000000 Penalty: 1073.570679
	Iteration 3Q: 3 clusters Score -6889447 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -6895488.500000 Penalty: 1073.570679
	Iteration 4F: 3 clusters Score -6895488 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -6904920.500000 Penalty: 1073.570679
	Iteration 5F: 3 clusters Score -6904920 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -6914456.000000 Penalty: 1073.570679
	Iteration 6F: 3 clusters Score -6914456 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -6920174.000000 Penalty: 1073.570679
	Iteration 7F: 3 clusters Score -6920174 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -6923223.000000 Penalty: 1073.570679
	Iteration 8Q: 3 clusters Score -6923223 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94755 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -6925108.500000 Penalty: 1073.570679
	Iteration 9Q: 3 clusters Score -6925108 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -6926647.500000 Penalty: 1073.570679
	Iteration 10Q: 3 clusters Score -6926648 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -6927968.000000 Penalty: 1073.570679
	Iteration 11Q: 3 clusters Score -6927968 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100301 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -6928925.500000 Penalty: 1073.570679
	Iteration 12Q: 3 clusters Score -6928926 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101920 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -6929880.500000 Penalty: 1073.570679
	Iteration 13Q: 3 clusters Score -6929880 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103476 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -6930717.500000 Penalty: 1073.570679
	Iteration 14Q: 3 clusters Score -6930718 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -6931356.000000 Penalty: 1073.570679
	Iteration 15Q: 3 clusters Score -6931356 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106254 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -6931901.500000 Penalty: 1073.570679
	Iteration 16Q: 3 clusters Score -6931902 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -6932322.500000 Penalty: 1073.570679
	Iteration 17Q: 3 clusters Score -6932322 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108621 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -6932649.000000 Penalty: 1073.570679
	Iteration 18Q: 3 clusters Score -6932649 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -6932880.500000 Penalty: 1073.570679
	Iteration 19Q: 3 clusters Score -6932880 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110726 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -6933122.000000 Penalty: 1073.570679
	Iteration 20F: 3 clusters Score -6933122 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111631 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -6933296.000000 Penalty: 1073.570679
	Iteration 21Q: 3 clusters Score -6933296 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112461 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -6933398.500000 Penalty: 1073.570679
	Iteration 22Q: 3 clusters Score -6933398 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113193 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -6933533.000000 Penalty: 1073.570679
	Iteration 23Q: 3 clusters Score -6933533 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113857 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -6933601.000000 Penalty: 1073.570679
	Iteration 24Q: 3 clusters Score -6933601 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114501 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -6933693.000000 Penalty: 1073.570679
	Iteration 25Q: 3 clusters Score -6933693 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115133 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -6933758.500000 Penalty: 1073.570679
	Iteration 26Q: 3 clusters Score -6933758 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115754 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -6933846.500000 Penalty: 1073.570679
	Iteration 27Q: 3 clusters Score -6933846 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -6933936.000000 Penalty: 1073.570679
	Iteration 28Q: 3 clusters Score -6933936 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116963 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -6934020.500000 Penalty: 1073.570679
	Iteration 29Q: 3 clusters Score -6934020 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117512 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -6934060.000000 Penalty: 1073.570679
	Iteration 30Q: 3 clusters Score -6934060 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118022 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -6934078.000000 Penalty: 1073.570679
	Iteration 31Q: 3 clusters Score -6934078 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -6934141.000000 Penalty: 1073.570679
	Iteration 32Q: 3 clusters Score -6934141 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118929 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -6934200.500000 Penalty: 1073.570679
	Iteration 33Q: 3 clusters Score -6934200 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119376 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -6934203.500000 Penalty: 1073.570679
	Iteration 34Q: 3 clusters Score -6934204 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119805 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -6934275.500000 Penalty: 1073.570679
	Iteration 35Q: 3 clusters Score -6934276 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120200 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -6934294.500000 Penalty: 1073.570679
	Iteration 36Q: 3 clusters Score -6934294 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120597 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -6934346.000000 Penalty: 1073.570679
	Iteration 37Q: 3 clusters Score -6934346 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120965 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -6934367.500000 Penalty: 1073.570679
	Iteration 38Q: 3 clusters Score -6934368 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121329 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -6934399.000000 Penalty: 1073.570679
	Iteration 39Q: 3 clusters Score -6934399 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121701 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -6934452.000000 Penalty: 1073.570679
	Iteration 40F: 3 clusters Score -6934452 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122062 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -6934475.000000 Penalty: 1073.570679
	Iteration 41Q: 3 clusters Score -6934475 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122388 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -6934502.500000 Penalty: 1073.570679
	Iteration 42Q: 3 clusters Score -6934502 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122731 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -6934525.500000 Penalty: 1073.570679
	Iteration 43Q: 3 clusters Score -6934526 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123068 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -6934554.000000 Penalty: 1073.570679
	Iteration 44Q: 3 clusters Score -6934554 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -6934583.500000 Penalty: 1073.570679
	Iteration 45Q: 3 clusters Score -6934584 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123674 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -6934637.000000 Penalty: 1073.570679
	Iteration 46Q: 3 clusters Score -6934637 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123951 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -6934677.000000 Penalty: 1073.570679
	Iteration 47Q: 3 clusters Score -6934677 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124225 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -6934684.500000 Penalty: 1073.570679
	Iteration 48Q: 3 clusters Score -6934684 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124494 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -6934692.000000 Penalty: 1073.570679
	Iteration 49Q: 3 clusters Score -6934692 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124758 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -6934716.000000 Penalty: 1073.570679
	Iteration 50Q: 3 clusters Score -6934716 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125010 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -6934748.500000 Penalty: 1073.570679
	Iteration 51Q: 3 clusters Score -6934748 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -6934792.000000 Penalty: 1073.570679
	Iteration 52Q: 3 clusters Score -6934792 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125511 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -6934822.000000 Penalty: 1073.570679
	Iteration 53Q: 3 clusters Score -6934822 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125773 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -6934848.000000 Penalty: 1073.570679
	Iteration 54Q: 3 clusters Score -6934848 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126036 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -6934881.000000 Penalty: 1073.570679
	Iteration 55Q: 3 clusters Score -6934881 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126304 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6934915.500000 Penalty: 1073.570679
	Iteration 56Q: 3 clusters Score -6934916 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126557 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -6934927.000000 Penalty: 1073.570679
	Iteration 57Q: 3 clusters Score -6934927 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126816 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -6934944.000000 Penalty: 1073.570679
	Iteration 58Q: 3 clusters Score -6934944 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127046 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -6934980.500000 Penalty: 1073.570679
	Iteration 59Q: 3 clusters Score -6934980 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127278 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -6935017.000000 Penalty: 1073.570679
	Iteration 60F: 3 clusters Score -6935017 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127484 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -6935044.000000 Penalty: 1073.570679
	Iteration 61Q: 3 clusters Score -6935044 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127712 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -6935071.500000 Penalty: 1073.570679
	Iteration 62Q: 3 clusters Score -6935072 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127929 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -6935100.500000 Penalty: 1073.570679
	Iteration 63Q: 3 clusters Score -6935100 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128122 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -6935133.500000 Penalty: 1073.570679
	Iteration 64Q: 3 clusters Score -6935134 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128303 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -6935146.500000 Penalty: 1073.570679
	Iteration 65Q: 3 clusters Score -6935146 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128463 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -6935169.000000 Penalty: 1073.570679
	Iteration 66Q: 3 clusters Score -6935169 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -6935159.000000 Penalty: 1073.570679
	Iteration 67Q: 3 clusters Score -6935159 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128723 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6935200.500000 Penalty: 1073.570679
	Iteration 68Q: 3 clusters Score -6935200 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128827 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -6935208.000000 Penalty: 1073.570679
	Iteration 69Q: 3 clusters Score -6935208 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -6935212.500000 Penalty: 1073.570679
	Iteration 70Q: 3 clusters Score -6935212 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129025 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -6935226.500000 Penalty: 1073.570679
	Iteration 71Q: 3 clusters Score -6935226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129127 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -6935248.500000 Penalty: 1073.570679
	Iteration 72Q: 3 clusters Score -6935248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129238 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -6935266.500000 Penalty: 1073.570679
	Iteration 73Q: 3 clusters Score -6935266 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129340 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -6935284.500000 Penalty: 1073.570679
	Iteration 74Q: 3 clusters Score -6935284 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6935302.500000 Penalty: 1073.570679
	Iteration 75Q: 3 clusters Score -6935302 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129533 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -6935306.500000 Penalty: 1073.570679
	Iteration 76Q: 3 clusters Score -6935306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129626 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6935329.500000 Penalty: 1073.570679
	Iteration 77Q: 3 clusters Score -6935330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129716 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -6935346.000000 Penalty: 1073.570679
	Iteration 78Q: 3 clusters Score -6935346 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129799 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6935356.000000 Penalty: 1073.570679
	Iteration 79Q: 3 clusters Score -6935356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6935363.500000 Penalty: 1073.570679
	Iteration 80F: 3 clusters Score -6935364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129946 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6935371.000000 Penalty: 1073.570679
	Iteration 81Q: 3 clusters Score -6935371 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130003 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -6935383.500000 Penalty: 1073.570679
	Iteration 82Q: 3 clusters Score -6935384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130057 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -6935394.000000 Penalty: 1073.570679
	Iteration 83Q: 3 clusters Score -6935394 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130107 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -6935398.500000 Penalty: 1073.570679
	Iteration 84Q: 3 clusters Score -6935398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130147 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6935401.500000 Penalty: 1073.570679
	Iteration 85Q: 3 clusters Score -6935402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130185 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -6935414.500000 Penalty: 1073.570679
	Iteration 86Q: 3 clusters Score -6935414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130221 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6935405.500000 Penalty: 1073.570679
	Iteration 87Q: 3 clusters Score -6935406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130251 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6935417.500000 Penalty: 1073.570679
	Iteration 88Q: 3 clusters Score -6935418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130269 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6935432.000000 Penalty: 1073.570679
	Iteration 89Q: 3 clusters Score -6935432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130291 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -6935435.500000 Penalty: 1073.570679
	Iteration 90Q: 3 clusters Score -6935436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130318 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6935430.000000 Penalty: 1073.570679
	Iteration 91Q: 3 clusters Score -6935430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130337 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6935428.500000 Penalty: 1073.570679
	Iteration 92Q: 3 clusters Score -6935428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130348 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6935426.500000 Penalty: 1073.570679
	Iteration 93Q: 3 clusters Score -6935426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130360 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6935427.500000 Penalty: 1073.570679
	Iteration 94Q: 3 clusters Score -6935428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130369 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6935426.500000 Penalty: 1073.570679
	Iteration 95Q: 3 clusters Score -6935426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130376 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6935424.000000 Penalty: 1073.570679
	Iteration 96Q: 3 clusters Score -6935424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130384 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6935422.000000 Penalty: 1073.570679
	Iteration 97Q: 3 clusters Score -6935422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130397 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6935417.000000 Penalty: 1073.570679
	Iteration 98Q: 3 clusters Score -6935417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130414 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6935416.500000 Penalty: 1073.570679
	Iteration 99Q: 3 clusters Score -6935416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130431 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6935417.500000 Penalty: 1073.570679
	Iteration 100F: 3 clusters Score -6935418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130446 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6935420.000000 Penalty: 1073.570679
	Iteration 101Q: 3 clusters Score -6935420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130465 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6935414.000000 Penalty: 1073.570679
	Iteration 102Q: 3 clusters Score -6935414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130488 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6935413.000000 Penalty: 1073.570679
	Iteration 103Q: 3 clusters Score -6935413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130506 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6935405.000000 Penalty: 1073.570679
	Iteration 104Q: 3 clusters Score -6935405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130524 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6935415.000000 Penalty: 1073.570679
	Iteration 105Q: 3 clusters Score -6935415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130543 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -6935419.000000 Penalty: 1073.570679
	Iteration 106Q: 3 clusters Score -6935419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130562 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6935427.500000 Penalty: 1073.570679
	Iteration 107Q: 3 clusters Score -6935428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6935424.500000 Penalty: 1073.570679
	Iteration 108Q: 3 clusters Score -6935424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130589 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6935431.500000 Penalty: 1073.570679
	Iteration 109Q: 3 clusters Score -6935432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130603 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -6935428.500000 Penalty: 1073.570679
	Iteration 110Q: 3 clusters Score -6935428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130618 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -6935436.000000 Penalty: 1073.570679
	Iteration 111Q: 3 clusters Score -6935436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130635 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6935440.500000 Penalty: 1073.570679
	Iteration 112Q: 3 clusters Score -6935440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130646 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6935438.500000 Penalty: 1073.570679
	Iteration 113Q: 3 clusters Score -6935438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130660 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6935437.000000 Penalty: 1073.570679
	Iteration 114Q: 3 clusters Score -6935437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130673 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6935429.500000 Penalty: 1073.570679
	Iteration 115Q: 3 clusters Score -6935430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6935428.500000 Penalty: 1073.570679
	Iteration 116Q: 3 clusters Score -6935428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130695 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6935425.500000 Penalty: 1073.570679
	Iteration 117Q: 3 clusters Score -6935426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130705 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6935424.500000 Penalty: 1073.570679
	Iteration 118Q: 3 clusters Score -6935424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130713 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6935427.500000 Penalty: 1073.570679
	Iteration 119Q: 3 clusters Score -6935428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130718 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -6935424.500000 Penalty: 1073.570679
	Iteration 120F: 3 clusters Score -6935424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130730 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6935422.500000 Penalty: 1073.570679
	Iteration 121Q: 3 clusters Score -6935422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130739 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6935426.000000 Penalty: 1073.570679
	Iteration 122Q: 3 clusters Score -6935426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130746 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6935427.000000 Penalty: 1073.570679
	Iteration 123Q: 3 clusters Score -6935427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130753 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -6935426.500000 Penalty: 1073.570679
	Iteration 124Q: 3 clusters Score -6935426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130762 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -6935425.000000 Penalty: 1073.570679
	Iteration 125Q: 3 clusters Score -6935425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130766 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6935424.000000 Penalty: 1073.570679
	Iteration 126Q: 3 clusters Score -6935424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130771 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6935423.500000 Penalty: 1073.570679
	Iteration 127Q: 3 clusters Score -6935424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130774 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6935428.000000 Penalty: 1073.570679
	Iteration 128Q: 3 clusters Score -6935428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130778 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6935427.000000 Penalty: 1073.570679
	Iteration 129Q: 3 clusters Score -6935427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130782 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6935425.500000 Penalty: 1073.570679
	Iteration 130Q: 3 clusters Score -6935426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130788 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6935423.500000 Penalty: 1073.570679
	Iteration 131Q: 3 clusters Score -6935424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130797 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6935424.500000 Penalty: 1073.570679
	Iteration 132Q: 3 clusters Score -6935424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130806 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6935427.000000 Penalty: 1073.570679
	Iteration 133Q: 3 clusters Score -6935427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130809 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6935424.500000 Penalty: 1073.570679
	Iteration 134Q: 3 clusters Score -6935424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130813 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6935425.000000 Penalty: 1073.570679
	Iteration 135Q: 3 clusters Score -6935425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130815 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6935424.000000 Penalty: 1073.570679
	Iteration 136Q: 3 clusters Score -6935424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130817 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6935423.000000 Penalty: 1073.570679
	Iteration 137Q: 3 clusters Score -6935423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130817 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6935423.000000 Penalty: 1073.570679
	Iteration 138F: 3 clusters Score -6935423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (95145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95145 members 
Entering Unmasked Estep 
Score: -5092236.000000 Penalty: 521.573669
	Iteration 0F: 2 clusters Score -5092236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -5028976.000000 Penalty: 1043.147339
	Iteration 0F: 3 clusters Score -5028976 nChanged 46720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -5056914.000000 Penalty: 1043.147339
	Iteration 1F: 3 clusters Score -5056914 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -5058813.000000 Penalty: 1043.147339
	Iteration 2F: 3 clusters Score -5058813 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -5061607.000000 Penalty: 1043.147339
	Iteration 3F: 3 clusters Score -5061607 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -5066268.500000 Penalty: 1043.147339
	Iteration 4F: 3 clusters Score -5066268 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -5072613.000000 Penalty: 1043.147339
	Iteration 5F: 3 clusters Score -5072613 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 81290 members 
Entering Unmasked Estep 
Score: -5080020.000000 Penalty: 1043.147339
	Iteration 6F: 3 clusters Score -5080020 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 87492 members 
Entering Unmasked Estep 
Score: -5086445.000000 Penalty: 1043.147339
	Iteration 7F: 3 clusters Score -5086445 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -5090696.000000 Penalty: 1043.147339
	Iteration 8Q: 3 clusters Score -5090696 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 92502 members 
Entering Unmasked Estep 
Score: -5092735.000000 Penalty: 1043.147339
	Iteration 9Q: 3 clusters Score -5092735 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -5093622.500000 Penalty: 1043.147339
	Iteration 10Q: 3 clusters Score -5093622 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -5094060.500000 Penalty: 1043.147339
	Iteration 11Q: 3 clusters Score -5094060 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 92783 members 
Entering Unmasked Estep 
Score: -5094296.000000 Penalty: 1043.147339
	Iteration 12Q: 3 clusters Score -5094296 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 92613 members 
Entering Unmasked Estep 
Score: -5094470.000000 Penalty: 1043.147339
	Iteration 13Q: 3 clusters Score -5094470 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -5094606.000000 Penalty: 1043.147339
	Iteration 14Q: 3 clusters Score -5094606 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -5094693.000000 Penalty: 1043.147339
	Iteration 15Q: 3 clusters Score -5094693 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 92049 members 
Entering Unmasked Estep 
Score: -5094750.000000 Penalty: 1043.147339
	Iteration 16Q: 3 clusters Score -5094750 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -5094778.500000 Penalty: 1043.147339
	Iteration 17Q: 3 clusters Score -5094778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -5094828.500000 Penalty: 1043.147339
	Iteration 18Q: 3 clusters Score -5094828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 91727 members 
Entering Unmasked Estep 
Score: -5094855.000000 Penalty: 1043.147339
	Iteration 19Q: 3 clusters Score -5094855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 91674 members 
Entering Unmasked Estep 
Score: -5094870.000000 Penalty: 1043.147339
	Iteration 20F: 3 clusters Score -5094870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 91621 members 
Entering Unmasked Estep 
Score: -5094896.500000 Penalty: 1043.147339
	Iteration 21Q: 3 clusters Score -5094896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -5094907.000000 Penalty: 1043.147339
	Iteration 22Q: 3 clusters Score -5094907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 91542 members 
Entering Unmasked Estep 
Score: -5094917.000000 Penalty: 1043.147339
	Iteration 23Q: 3 clusters Score -5094917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 91521 members 
Entering Unmasked Estep 
Score: -5094924.500000 Penalty: 1043.147339
	Iteration 24Q: 3 clusters Score -5094924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 91497 members 
Entering Unmasked Estep 
Score: -5094935.000000 Penalty: 1043.147339
	Iteration 25Q: 3 clusters Score -5094935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -5094950.500000 Penalty: 1043.147339
	Iteration 26Q: 3 clusters Score -5094950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -5094953.500000 Penalty: 1043.147339
	Iteration 27Q: 3 clusters Score -5094954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 91423 members 
Entering Unmasked Estep 
Score: -5094958.000000 Penalty: 1043.147339
	Iteration 28Q: 3 clusters Score -5094958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -5094965.500000 Penalty: 1043.147339
	Iteration 29Q: 3 clusters Score -5094966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -5094976.500000 Penalty: 1043.147339
	Iteration 30Q: 3 clusters Score -5094976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -5095001.000000 Penalty: 1043.147339
	Iteration 31Q: 3 clusters Score -5095001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -5095015.500000 Penalty: 1043.147339
	Iteration 32Q: 3 clusters Score -5095016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 91300 members 
Entering Unmasked Estep 
Score: -5095019.500000 Penalty: 1043.147339
	Iteration 33Q: 3 clusters Score -5095020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -5095020.000000 Penalty: 1043.147339
	Iteration 34Q: 3 clusters Score -5095020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 91250 members 
Entering Unmasked Estep 
Score: -5095031.500000 Penalty: 1043.147339
	Iteration 35Q: 3 clusters Score -5095032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
Score: -5095041.500000 Penalty: 1043.147339
	Iteration 36Q: 3 clusters Score -5095042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -5095064.500000 Penalty: 1043.147339
	Iteration 37Q: 3 clusters Score -5095064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 91173 members 
Entering Unmasked Estep 
Score: -5095085.500000 Penalty: 1043.147339
	Iteration 38Q: 3 clusters Score -5095086 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -5095115.500000 Penalty: 1043.147339
	Iteration 39Q: 3 clusters Score -5095116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -5095129.500000 Penalty: 1043.147339
	Iteration 40F: 3 clusters Score -5095130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -5095140.000000 Penalty: 1043.147339
	Iteration 41Q: 3 clusters Score -5095140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -5095149.000000 Penalty: 1043.147339
	Iteration 42Q: 3 clusters Score -5095149 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -5095145.000000 Penalty: 1043.147339
	Iteration 43Q: 3 clusters Score -5095145 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -5095166.000000 Penalty: 1043.147339
	Iteration 44Q: 3 clusters Score -5095166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -5095161.000000 Penalty: 1043.147339
	Iteration 45Q: 3 clusters Score -5095161 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -5095179.500000 Penalty: 1043.147339
	Iteration 46Q: 3 clusters Score -5095180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 90860 members 
Entering Unmasked Estep 
Score: -5095171.500000 Penalty: 1043.147339
	Iteration 47Q: 3 clusters Score -5095172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -5095189.500000 Penalty: 1043.147339
	Iteration 48Q: 3 clusters Score -5095190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -5095186.000000 Penalty: 1043.147339
	Iteration 49Q: 3 clusters Score -5095186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -5095193.000000 Penalty: 1043.147339
	Iteration 50Q: 3 clusters Score -5095193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 90733 members 
Entering Unmasked Estep 
Score: -5095200.000000 Penalty: 1043.147339
	Iteration 51Q: 3 clusters Score -5095200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 90718 members 
Entering Unmasked Estep 
Score: -5095202.000000 Penalty: 1043.147339
	Iteration 52Q: 3 clusters Score -5095202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 90694 members 
Entering Unmasked Estep 
Score: -5095205.500000 Penalty: 1043.147339
	Iteration 53Q: 3 clusters Score -5095206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -5095217.000000 Penalty: 1043.147339
	Iteration 54Q: 3 clusters Score -5095217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -5095213.000000 Penalty: 1043.147339
	Iteration 55Q: 3 clusters Score -5095213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 90655 members 
Entering Unmasked Estep 
Score: -5095211.000000 Penalty: 1043.147339
	Iteration 56Q: 3 clusters Score -5095211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 90652 members 
Entering Unmasked Estep 
Score: -5095207.000000 Penalty: 1043.147339
	Iteration 57Q: 3 clusters Score -5095207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -5095212.000000 Penalty: 1043.147339
	Iteration 58Q: 3 clusters Score -5095212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -5095212.500000 Penalty: 1043.147339
	Iteration 59Q: 3 clusters Score -5095212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 90610 members 
Entering Unmasked Estep 
Score: -5095210.500000 Penalty: 1043.147339
	Iteration 60F: 3 clusters Score -5095210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 90581 members 
Entering Unmasked Estep 
Score: -5095217.000000 Penalty: 1043.147339
	Iteration 61Q: 3 clusters Score -5095217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 90556 members 
Entering Unmasked Estep 
Score: -5095223.500000 Penalty: 1043.147339
	Iteration 62Q: 3 clusters Score -5095224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -5095224.500000 Penalty: 1043.147339
	Iteration 63Q: 3 clusters Score -5095224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -5095226.000000 Penalty: 1043.147339
	Iteration 64Q: 3 clusters Score -5095226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -5095223.500000 Penalty: 1043.147339
	Iteration 65Q: 3 clusters Score -5095224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -5095223.500000 Penalty: 1043.147339
	Iteration 66Q: 3 clusters Score -5095224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -5095224.000000 Penalty: 1043.147339
	Iteration 67Q: 3 clusters Score -5095224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 90505 members 
Entering Unmasked Estep 
Score: -5095225.500000 Penalty: 1043.147339
	Iteration 68Q: 3 clusters Score -5095226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -5095227.000000 Penalty: 1043.147339
	Iteration 69Q: 3 clusters Score -5095227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 90490 members 
Entering Unmasked Estep 
Score: -5095231.500000 Penalty: 1043.147339
	Iteration 70Q: 3 clusters Score -5095232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -5095230.000000 Penalty: 1043.147339
	Iteration 71Q: 3 clusters Score -5095230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 90475 members 
Entering Unmasked Estep 
Score: -5095235.500000 Penalty: 1043.147339
	Iteration 72Q: 3 clusters Score -5095236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -5095231.000000 Penalty: 1043.147339
	Iteration 73Q: 3 clusters Score -5095231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -5095246.000000 Penalty: 1043.147339
	Iteration 74Q: 3 clusters Score -5095246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -5095238.500000 Penalty: 1043.147339
	Iteration 75Q: 3 clusters Score -5095238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 90449 members 
Entering Unmasked Estep 
Score: -5095233.000000 Penalty: 1043.147339
	Iteration 76Q: 3 clusters Score -5095233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -5095232.500000 Penalty: 1043.147339
	Iteration 77Q: 3 clusters Score -5095232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -5095228.500000 Penalty: 1043.147339
	Iteration 78Q: 3 clusters Score -5095228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 90434 members 
Entering Unmasked Estep 
Score: -5095233.500000 Penalty: 1043.147339
	Iteration 79Q: 3 clusters Score -5095234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
Score: -5095232.000000 Penalty: 1043.147339
	Iteration 80F: 3 clusters Score -5095232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -5095230.000000 Penalty: 1043.147339
	Iteration 81Q: 3 clusters Score -5095230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 90425 members 
Entering Unmasked Estep 
Score: -5095233.000000 Penalty: 1043.147339
	Iteration 82Q: 3 clusters Score -5095233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 90421 members 
Entering Unmasked Estep 
Score: -5095235.000000 Penalty: 1043.147339
	Iteration 83Q: 3 clusters Score -5095235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -5095236.500000 Penalty: 1043.147339
	Iteration 84Q: 3 clusters Score -5095236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -5095240.500000 Penalty: 1043.147339
	Iteration 85Q: 3 clusters Score -5095240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -5095240.500000 Penalty: 1043.147339
	Iteration 86F: 3 clusters Score -5095240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 50361 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 211479 members 
Mstep: Class 6 contains 92188 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 270124 members 
Mstep: Class 10 contains 78939 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 106367 members 
Mstep: Class 14 contains 132917 members 
Mstep: Class 15 contains 4727 members 
Mstep: Class 16 contains 75212 members 
Mstep: Class 17 contains 80126 members 
Mstep: Class 18 contains 60731 members 
Mstep: Class 19 contains 177975 members 
Mstep: Class 20 contains 33569 members 
Mstep: Class 21 contains 36668 members 
Mstep: Class 22 contains 18537 members 
Mstep: Class 23 contains 90418 members 
Entering Unmasked Estep 
Score: -87081040.000000 Penalty: 15031.714844
Splitting cluster 15 changes total score from -87064408.000000 to -87081040.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (75212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Entering Unmasked Estep 
Score: -4035451.750000 Penalty: 510.877014
	Iteration 0F: 2 clusters Score -4035452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -3984759.000000 Penalty: 1021.754028
	Iteration 0F: 3 clusters Score -3984759 nChanged 36788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -4009302.500000 Penalty: 1021.754028
	Iteration 1F: 3 clusters Score -4009302 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -4013560.750000 Penalty: 1021.754028
	Iteration 2F: 3 clusters Score -4013561 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -4019893.000000 Penalty: 1021.754028
	Iteration 3F: 3 clusters Score -4019893 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -4026663.500000 Penalty: 1021.754028
	Iteration 4F: 3 clusters Score -4026664 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -4031556.250000 Penalty: 1021.754028
	Iteration 5F: 3 clusters Score -4031556 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -4034306.250000 Penalty: 1021.754028
	Iteration 6Q: 3 clusters Score -4034306 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65334 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -4035252.000000 Penalty: 1021.754028
	Iteration 7Q: 3 clusters Score -4035252 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -4035739.250000 Penalty: 1021.754028
	Iteration 8Q: 3 clusters Score -4035739 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -4036069.500000 Penalty: 1021.754028
	Iteration 9Q: 3 clusters Score -4036070 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -4036317.250000 Penalty: 1021.754028
	Iteration 10Q: 3 clusters Score -4036317 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -4036461.250000 Penalty: 1021.754028
	Iteration 11Q: 3 clusters Score -4036461 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -4036544.750000 Penalty: 1021.754028
	Iteration 12Q: 3 clusters Score -4036545 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4036622.250000 Penalty: 1021.754028
	Iteration 13Q: 3 clusters Score -4036622 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -4036692.250000 Penalty: 1021.754028
	Iteration 14Q: 3 clusters Score -4036692 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -4036733.250000 Penalty: 1021.754028
	Iteration 15Q: 3 clusters Score -4036733 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68046 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -4036747.250000 Penalty: 1021.754028
	Iteration 16Q: 3 clusters Score -4036747 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -4036770.750000 Penalty: 1021.754028
	Iteration 17Q: 3 clusters Score -4036771 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -4036798.250000 Penalty: 1021.754028
	Iteration 18Q: 3 clusters Score -4036798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4036803.250000 Penalty: 1021.754028
	Iteration 19Q: 3 clusters Score -4036803 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68562 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4036811.250000 Penalty: 1021.754028
	Iteration 20F: 3 clusters Score -4036811 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -4036811.750000 Penalty: 1021.754028
	Iteration 21Q: 3 clusters Score -4036812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -4036817.500000 Penalty: 1021.754028
	Iteration 22Q: 3 clusters Score -4036818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -4036818.750000 Penalty: 1021.754028
	Iteration 23Q: 3 clusters Score -4036819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -4036836.000000 Penalty: 1021.754028
	Iteration 24Q: 3 clusters Score -4036836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -4036842.250000 Penalty: 1021.754028
	Iteration 25Q: 3 clusters Score -4036842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4036859.250000 Penalty: 1021.754028
	Iteration 26Q: 3 clusters Score -4036859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4036848.250000 Penalty: 1021.754028
	Iteration 27Q: 3 clusters Score -4036848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -4036854.250000 Penalty: 1021.754028
	Iteration 28Q: 3 clusters Score -4036854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -4036849.750000 Penalty: 1021.754028
	Iteration 29Q: 3 clusters Score -4036850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -4036854.500000 Penalty: 1021.754028
	Iteration 30Q: 3 clusters Score -4036854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -4036855.250000 Penalty: 1021.754028
	Iteration 31Q: 3 clusters Score -4036855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4036858.250000 Penalty: 1021.754028
	Iteration 32Q: 3 clusters Score -4036858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69442 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -4036848.250000 Penalty: 1021.754028
	Iteration 33Q: 3 clusters Score -4036848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -4036855.000000 Penalty: 1021.754028
	Iteration 34Q: 3 clusters Score -4036855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -4036854.500000 Penalty: 1021.754028
	Iteration 35Q: 3 clusters Score -4036854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4036847.500000 Penalty: 1021.754028
	Iteration 36Q: 3 clusters Score -4036848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -4036856.250000 Penalty: 1021.754028
	Iteration 37Q: 3 clusters Score -4036856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -4036863.750000 Penalty: 1021.754028
	Iteration 38Q: 3 clusters Score -4036864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -4036878.000000 Penalty: 1021.754028
	Iteration 39Q: 3 clusters Score -4036878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -4036873.750000 Penalty: 1021.754028
	Iteration 40F: 3 clusters Score -4036874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -4036875.000000 Penalty: 1021.754028
	Iteration 41Q: 3 clusters Score -4036875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4036872.000000 Penalty: 1021.754028
	Iteration 42Q: 3 clusters Score -4036872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4036881.000000 Penalty: 1021.754028
	Iteration 43Q: 3 clusters Score -4036881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4036895.250000 Penalty: 1021.754028
	Iteration 44Q: 3 clusters Score -4036895 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4036886.500000 Penalty: 1021.754028
	Iteration 45Q: 3 clusters Score -4036886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4036887.000000 Penalty: 1021.754028
	Iteration 46Q: 3 clusters Score -4036887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -4036884.750000 Penalty: 1021.754028
	Iteration 47Q: 3 clusters Score -4036885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70098 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -4036886.000000 Penalty: 1021.754028
	Iteration 48Q: 3 clusters Score -4036886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4036885.500000 Penalty: 1021.754028
	Iteration 49Q: 3 clusters Score -4036886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -4036885.000000 Penalty: 1021.754028
	Iteration 50Q: 3 clusters Score -4036885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4036884.750000 Penalty: 1021.754028
	Iteration 51Q: 3 clusters Score -4036885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70167 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4036883.250000 Penalty: 1021.754028
	Iteration 52Q: 3 clusters Score -4036883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70178 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -4036880.750000 Penalty: 1021.754028
	Iteration 53Q: 3 clusters Score -4036881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -4036884.000000 Penalty: 1021.754028
	Iteration 54Q: 3 clusters Score -4036884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -4036889.250000 Penalty: 1021.754028
	Iteration 55Q: 3 clusters Score -4036889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70207 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -4036892.250000 Penalty: 1021.754028
	Iteration 56Q: 3 clusters Score -4036892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4036887.250000 Penalty: 1021.754028
	Iteration 57Q: 3 clusters Score -4036887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -4036887.500000 Penalty: 1021.754028
	Iteration 58Q: 3 clusters Score -4036888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -4036886.750000 Penalty: 1021.754028
	Iteration 59Q: 3 clusters Score -4036887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -4036890.000000 Penalty: 1021.754028
	Iteration 60F: 3 clusters Score -4036890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4036890.000000 Penalty: 1021.754028
	Iteration 61Q: 3 clusters Score -4036890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -4036890.500000 Penalty: 1021.754028
	Iteration 62Q: 3 clusters Score -4036890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4036888.750000 Penalty: 1021.754028
	Iteration 63Q: 3 clusters Score -4036889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4036886.750000 Penalty: 1021.754028
	Iteration 64Q: 3 clusters Score -4036887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -4036886.250000 Penalty: 1021.754028
	Iteration 65Q: 3 clusters Score -4036886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4036888.000000 Penalty: 1021.754028
	Iteration 66Q: 3 clusters Score -4036888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4036887.000000 Penalty: 1021.754028
	Iteration 67Q: 3 clusters Score -4036887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -4036886.750000 Penalty: 1021.754028
	Iteration 68Q: 3 clusters Score -4036887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -4036889.000000 Penalty: 1021.754028
	Iteration 69Q: 3 clusters Score -4036889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -4036889.000000 Penalty: 1021.754028
	Iteration 70Q: 3 clusters Score -4036889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -4036891.000000 Penalty: 1021.754028
	Iteration 71Q: 3 clusters Score -4036891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4036890.500000 Penalty: 1021.754028
	Iteration 72Q: 3 clusters Score -4036890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4036892.500000 Penalty: 1021.754028
	Iteration 73Q: 3 clusters Score -4036892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70302 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4036892.500000 Penalty: 1021.754028
	Iteration 74F: 3 clusters Score -4036892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 50361 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 211479 members 
Mstep: Class 6 contains 92188 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 270124 members 
Mstep: Class 10 contains 78939 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 106367 members 
Mstep: Class 14 contains 132917 members 
Mstep: Class 15 contains 4727 members 
Mstep: Class 16 contains 70302 members 
Mstep: Class 17 contains 80126 members 
Mstep: Class 18 contains 60731 members 
Mstep: Class 19 contains 177975 members 
Mstep: Class 20 contains 33569 members 
Mstep: Class 21 contains 36668 members 
Mstep: Class 22 contains 18537 members 
Mstep: Class 23 contains 90418 members 
Mstep: Class 24 contains 4910 members 
Entering Unmasked Estep 
Score: -87082944.000000 Penalty: 15685.267578
Splitting cluster 16 changes total score from -87064408.000000 to -87082944.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (80126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Entering Unmasked Estep 
Score: -4226666.500000 Penalty: 513.756714
	Iteration 0F: 2 clusters Score -4226666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -4172635.750000 Penalty: 1027.513428
	Iteration 0F: 3 clusters Score -4172636 nChanged 39162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -4198091.000000 Penalty: 1027.513428
	Iteration 1F: 3 clusters Score -4198091 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4201134.500000 Penalty: 1027.513428
	Iteration 2F: 3 clusters Score -4201134 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4205309.000000 Penalty: 1027.513428
	Iteration 3F: 3 clusters Score -4205309 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -4210396.000000 Penalty: 1027.513428
	Iteration 4F: 3 clusters Score -4210396 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4215423.000000 Penalty: 1027.513428
	Iteration 5F: 3 clusters Score -4215423 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4218929.000000 Penalty: 1027.513428
	Iteration 6Q: 3 clusters Score -4218929 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4220740.000000 Penalty: 1027.513428
	Iteration 7Q: 3 clusters Score -4220740 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4222030.500000 Penalty: 1027.513428
	Iteration 8Q: 3 clusters Score -4222030 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69095 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -4223045.500000 Penalty: 1027.513428
	Iteration 9Q: 3 clusters Score -4223046 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -4223840.500000 Penalty: 1027.513428
	Iteration 10Q: 3 clusters Score -4223840 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -4224439.500000 Penalty: 1027.513428
	Iteration 11Q: 3 clusters Score -4224440 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -4224867.500000 Penalty: 1027.513428
	Iteration 12Q: 3 clusters Score -4224868 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -4225185.500000 Penalty: 1027.513428
	Iteration 13Q: 3 clusters Score -4225186 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -4225487.500000 Penalty: 1027.513428
	Iteration 14Q: 3 clusters Score -4225488 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -4225775.000000 Penalty: 1027.513428
	Iteration 15Q: 3 clusters Score -4225775 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4226005.000000 Penalty: 1027.513428
	Iteration 16Q: 3 clusters Score -4226005 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4226223.500000 Penalty: 1027.513428
	Iteration 17Q: 3 clusters Score -4226224 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4226427.500000 Penalty: 1027.513428
	Iteration 18Q: 3 clusters Score -4226428 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4226620.500000 Penalty: 1027.513428
	Iteration 19Q: 3 clusters Score -4226620 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4226787.500000 Penalty: 1027.513428
	Iteration 20F: 3 clusters Score -4226788 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4226915.000000 Penalty: 1027.513428
	Iteration 21Q: 3 clusters Score -4226915 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4226983.500000 Penalty: 1027.513428
	Iteration 22Q: 3 clusters Score -4226984 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4227019.000000 Penalty: 1027.513428
	Iteration 23Q: 3 clusters Score -4227019 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4227056.000000 Penalty: 1027.513428
	Iteration 24Q: 3 clusters Score -4227056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4227078.000000 Penalty: 1027.513428
	Iteration 25Q: 3 clusters Score -4227078 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77912 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4227078.000000 Penalty: 1027.513428
	Iteration 26Q: 3 clusters Score -4227078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4227106.000000 Penalty: 1027.513428
	Iteration 27Q: 3 clusters Score -4227106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4227116.500000 Penalty: 1027.513428
	Iteration 28Q: 3 clusters Score -4227116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4227136.500000 Penalty: 1027.513428
	Iteration 29Q: 3 clusters Score -4227136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4227153.000000 Penalty: 1027.513428
	Iteration 30Q: 3 clusters Score -4227153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4227148.500000 Penalty: 1027.513428
	Iteration 31Q: 3 clusters Score -4227148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4227152.500000 Penalty: 1027.513428
	Iteration 32Q: 3 clusters Score -4227152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4227159.500000 Penalty: 1027.513428
	Iteration 33Q: 3 clusters Score -4227160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4227162.000000 Penalty: 1027.513428
	Iteration 34Q: 3 clusters Score -4227162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4227159.000000 Penalty: 1027.513428
	Iteration 35Q: 3 clusters Score -4227159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4227157.500000 Penalty: 1027.513428
	Iteration 36Q: 3 clusters Score -4227158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4227163.500000 Penalty: 1027.513428
	Iteration 37Q: 3 clusters Score -4227164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4227164.000000 Penalty: 1027.513428
	Iteration 38Q: 3 clusters Score -4227164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78365 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4227167.000000 Penalty: 1027.513428
	Iteration 39Q: 3 clusters Score -4227167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4227170.000000 Penalty: 1027.513428
	Iteration 40F: 3 clusters Score -4227170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4227172.500000 Penalty: 1027.513428
	Iteration 41Q: 3 clusters Score -4227172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4227169.500000 Penalty: 1027.513428
	Iteration 42Q: 3 clusters Score -4227170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4227166.000000 Penalty: 1027.513428
	Iteration 43Q: 3 clusters Score -4227166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78395 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4227167.000000 Penalty: 1027.513428
	Iteration 44Q: 3 clusters Score -4227167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4227163.000000 Penalty: 1027.513428
	Iteration 45Q: 3 clusters Score -4227163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78401 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4227161.500000 Penalty: 1027.513428
	Iteration 46Q: 3 clusters Score -4227162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4227162.500000 Penalty: 1027.513428
	Iteration 47Q: 3 clusters Score -4227162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4227163.000000 Penalty: 1027.513428
	Iteration 48Q: 3 clusters Score -4227163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4227158.500000 Penalty: 1027.513428
	Iteration 49Q: 3 clusters Score -4227158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4227160.000000 Penalty: 1027.513428
	Iteration 50Q: 3 clusters Score -4227160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4227166.500000 Penalty: 1027.513428
	Iteration 51Q: 3 clusters Score -4227166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4227161.000000 Penalty: 1027.513428
	Iteration 52Q: 3 clusters Score -4227161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4227168.500000 Penalty: 1027.513428
	Iteration 53Q: 3 clusters Score -4227168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4227164.500000 Penalty: 1027.513428
	Iteration 54Q: 3 clusters Score -4227164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4227164.000000 Penalty: 1027.513428
	Iteration 55Q: 3 clusters Score -4227164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4227169.000000 Penalty: 1027.513428
	Iteration 56Q: 3 clusters Score -4227169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4227172.000000 Penalty: 1027.513428
	Iteration 57Q: 3 clusters Score -4227172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78474 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4227173.500000 Penalty: 1027.513428
	Iteration 58Q: 3 clusters Score -4227174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4227168.000000 Penalty: 1027.513428
	Iteration 59Q: 3 clusters Score -4227168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4227168.000000 Penalty: 1027.513428
	Iteration 60F: 3 clusters Score -4227168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78482 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4227167.000000 Penalty: 1027.513428
	Iteration 61Q: 3 clusters Score -4227167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4227167.500000 Penalty: 1027.513428
	Iteration 62Q: 3 clusters Score -4227168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4227167.500000 Penalty: 1027.513428
	Iteration 63F: 3 clusters Score -4227168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 50361 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 211479 members 
Mstep: Class 6 contains 92188 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 270124 members 
Mstep: Class 10 contains 78939 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 106367 members 
Mstep: Class 14 contains 132917 members 
Mstep: Class 15 contains 4727 members 
Mstep: Class 16 contains 70302 members 
Mstep: Class 17 contains 78484 members 
Mstep: Class 18 contains 60731 members 
Mstep: Class 19 contains 177975 members 
Mstep: Class 20 contains 33569 members 
Mstep: Class 21 contains 36668 members 
Mstep: Class 22 contains 18537 members 
Mstep: Class 23 contains 90418 members 
Mstep: Class 24 contains 4910 members 
Mstep: Class 25 contains 1642 members 
Entering Unmasked Estep 
Score: -87083384.000000 Penalty: 16338.820312
Splitting cluster 17 changes total score from -87064408.000000 to -87083384.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (60731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Entering Unmasked Estep 
Score: -3371269.250000 Penalty: 501.146545
	Iteration 0F: 2 clusters Score -3371269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -3330357.750000 Penalty: 1002.293091
	Iteration 0F: 3 clusters Score -3330358 nChanged 29618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3349491.250000 Penalty: 1002.293091
	Iteration 1F: 3 clusters Score -3349491 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3351443.750000 Penalty: 1002.293091
	Iteration 2F: 3 clusters Score -3351444 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3354502.500000 Penalty: 1002.293091
	Iteration 3F: 3 clusters Score -3354502 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -3358953.250000 Penalty: 1002.293091
	Iteration 4F: 3 clusters Score -3358953 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3362925.500000 Penalty: 1002.293091
	Iteration 5F: 3 clusters Score -3362926 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3364480.000000 Penalty: 1002.293091
	Iteration 6F: 3 clusters Score -3364480 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3364922.250000 Penalty: 1002.293091
	Iteration 7Q: 3 clusters Score -3364922 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3365145.500000 Penalty: 1002.293091
	Iteration 8Q: 3 clusters Score -3365146 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3365297.250000 Penalty: 1002.293091
	Iteration 9Q: 3 clusters Score -3365297 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3365446.250000 Penalty: 1002.293091
	Iteration 10Q: 3 clusters Score -3365446 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3365533.250000 Penalty: 1002.293091
	Iteration 11Q: 3 clusters Score -3365533 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3365630.750000 Penalty: 1002.293091
	Iteration 12Q: 3 clusters Score -3365631 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3365693.250000 Penalty: 1002.293091
	Iteration 13Q: 3 clusters Score -3365693 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3365752.500000 Penalty: 1002.293091
	Iteration 14Q: 3 clusters Score -3365752 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3365803.750000 Penalty: 1002.293091
	Iteration 15Q: 3 clusters Score -3365804 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3365863.500000 Penalty: 1002.293091
	Iteration 16Q: 3 clusters Score -3365864 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3365920.000000 Penalty: 1002.293091
	Iteration 17Q: 3 clusters Score -3365920 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3365960.500000 Penalty: 1002.293091
	Iteration 18Q: 3 clusters Score -3365960 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3365996.500000 Penalty: 1002.293091
	Iteration 19Q: 3 clusters Score -3365996 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3366036.250000 Penalty: 1002.293091
	Iteration 20F: 3 clusters Score -3366036 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3366072.500000 Penalty: 1002.293091
	Iteration 21Q: 3 clusters Score -3366072 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3366110.250000 Penalty: 1002.293091
	Iteration 22Q: 3 clusters Score -3366110 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3366147.500000 Penalty: 1002.293091
	Iteration 23Q: 3 clusters Score -3366148 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3366196.250000 Penalty: 1002.293091
	Iteration 24Q: 3 clusters Score -3366196 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3366241.250000 Penalty: 1002.293091
	Iteration 25Q: 3 clusters Score -3366241 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3366308.250000 Penalty: 1002.293091
	Iteration 26Q: 3 clusters Score -3366308 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3366366.250000 Penalty: 1002.293091
	Iteration 27Q: 3 clusters Score -3366366 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3366410.250000 Penalty: 1002.293091
	Iteration 28Q: 3 clusters Score -3366410 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3366457.750000 Penalty: 1002.293091
	Iteration 29Q: 3 clusters Score -3366458 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3366526.750000 Penalty: 1002.293091
	Iteration 30Q: 3 clusters Score -3366527 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3366605.250000 Penalty: 1002.293091
	Iteration 31Q: 3 clusters Score -3366605 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -3366670.000000 Penalty: 1002.293091
	Iteration 32Q: 3 clusters Score -3366670 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3366735.750000 Penalty: 1002.293091
	Iteration 33Q: 3 clusters Score -3366736 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3366837.000000 Penalty: 1002.293091
	Iteration 34Q: 3 clusters Score -3366837 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3366938.750000 Penalty: 1002.293091
	Iteration 35Q: 3 clusters Score -3366939 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3367027.750000 Penalty: 1002.293091
	Iteration 36Q: 3 clusters Score -3367028 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3367123.250000 Penalty: 1002.293091
	Iteration 37Q: 3 clusters Score -3367123 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3367245.000000 Penalty: 1002.293091
	Iteration 38Q: 3 clusters Score -3367245 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3367337.000000 Penalty: 1002.293091
	Iteration 39Q: 3 clusters Score -3367337 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3367438.250000 Penalty: 1002.293091
	Iteration 40F: 3 clusters Score -3367438 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -3367538.000000 Penalty: 1002.293091
	Iteration 41Q: 3 clusters Score -3367538 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3367647.500000 Penalty: 1002.293091
	Iteration 42Q: 3 clusters Score -3367648 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3367802.000000 Penalty: 1002.293091
	Iteration 43Q: 3 clusters Score -3367802 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3367930.000000 Penalty: 1002.293091
	Iteration 44Q: 3 clusters Score -3367930 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3368019.250000 Penalty: 1002.293091
	Iteration 45Q: 3 clusters Score -3368019 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3368126.500000 Penalty: 1002.293091
	Iteration 46Q: 3 clusters Score -3368126 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3368223.750000 Penalty: 1002.293091
	Iteration 47Q: 3 clusters Score -3368224 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3368342.000000 Penalty: 1002.293091
	Iteration 48Q: 3 clusters Score -3368342 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3368415.500000 Penalty: 1002.293091
	Iteration 49Q: 3 clusters Score -3368416 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3368493.000000 Penalty: 1002.293091
	Iteration 50Q: 3 clusters Score -3368493 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3368577.250000 Penalty: 1002.293091
	Iteration 51Q: 3 clusters Score -3368577 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3368646.750000 Penalty: 1002.293091
	Iteration 52Q: 3 clusters Score -3368647 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3368755.750000 Penalty: 1002.293091
	Iteration 53Q: 3 clusters Score -3368756 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3368832.250000 Penalty: 1002.293091
	Iteration 54Q: 3 clusters Score -3368832 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3368938.250000 Penalty: 1002.293091
	Iteration 55Q: 3 clusters Score -3368938 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3369015.000000 Penalty: 1002.293091
	Iteration 56Q: 3 clusters Score -3369015 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3369096.750000 Penalty: 1002.293091
	Iteration 57Q: 3 clusters Score -3369097 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3369181.250000 Penalty: 1002.293091
	Iteration 58Q: 3 clusters Score -3369181 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -3369267.000000 Penalty: 1002.293091
	Iteration 59Q: 3 clusters Score -3369267 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3369335.500000 Penalty: 1002.293091
	Iteration 60F: 3 clusters Score -3369336 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3369424.250000 Penalty: 1002.293091
	Iteration 61Q: 3 clusters Score -3369424 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -3369485.000000 Penalty: 1002.293091
	Iteration 62Q: 3 clusters Score -3369485 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3369551.500000 Penalty: 1002.293091
	Iteration 63Q: 3 clusters Score -3369552 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3369613.500000 Penalty: 1002.293091
	Iteration 64Q: 3 clusters Score -3369614 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3369698.250000 Penalty: 1002.293091
	Iteration 65Q: 3 clusters Score -3369698 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -3369777.500000 Penalty: 1002.293091
	Iteration 66Q: 3 clusters Score -3369778 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3369826.500000 Penalty: 1002.293091
	Iteration 67Q: 3 clusters Score -3369826 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3369868.000000 Penalty: 1002.293091
	Iteration 68Q: 3 clusters Score -3369868 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -3369938.500000 Penalty: 1002.293091
	Iteration 69Q: 3 clusters Score -3369938 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3369998.750000 Penalty: 1002.293091
	Iteration 70Q: 3 clusters Score -3369999 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3370074.000000 Penalty: 1002.293091
	Iteration 71Q: 3 clusters Score -3370074 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3370136.000000 Penalty: 1002.293091
	Iteration 72Q: 3 clusters Score -3370136 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3370170.750000 Penalty: 1002.293091
	Iteration 73Q: 3 clusters Score -3370171 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3370228.250000 Penalty: 1002.293091
	Iteration 74Q: 3 clusters Score -3370228 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3370295.750000 Penalty: 1002.293091
	Iteration 75Q: 3 clusters Score -3370296 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3370338.750000 Penalty: 1002.293091
	Iteration 76Q: 3 clusters Score -3370339 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -3370377.000000 Penalty: 1002.293091
	Iteration 77Q: 3 clusters Score -3370377 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3370421.000000 Penalty: 1002.293091
	Iteration 78Q: 3 clusters Score -3370421 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3370453.750000 Penalty: 1002.293091
	Iteration 79Q: 3 clusters Score -3370454 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3370488.750000 Penalty: 1002.293091
	Iteration 80F: 3 clusters Score -3370489 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3370514.000000 Penalty: 1002.293091
	Iteration 81Q: 3 clusters Score -3370514 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3370547.250000 Penalty: 1002.293091
	Iteration 82Q: 3 clusters Score -3370547 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3370565.000000 Penalty: 1002.293091
	Iteration 83Q: 3 clusters Score -3370565 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3370602.750000 Penalty: 1002.293091
	Iteration 84Q: 3 clusters Score -3370603 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3370629.250000 Penalty: 1002.293091
	Iteration 85Q: 3 clusters Score -3370629 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3370660.250000 Penalty: 1002.293091
	Iteration 86Q: 3 clusters Score -3370660 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3370692.500000 Penalty: 1002.293091
	Iteration 87Q: 3 clusters Score -3370692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3370708.750000 Penalty: 1002.293091
	Iteration 88Q: 3 clusters Score -3370709 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3370719.750000 Penalty: 1002.293091
	Iteration 89Q: 3 clusters Score -3370720 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3370742.500000 Penalty: 1002.293091
	Iteration 90Q: 3 clusters Score -3370742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3370767.750000 Penalty: 1002.293091
	Iteration 91Q: 3 clusters Score -3370768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3370799.000000 Penalty: 1002.293091
	Iteration 92Q: 3 clusters Score -3370799 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3370823.250000 Penalty: 1002.293091
	Iteration 93Q: 3 clusters Score -3370823 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3370836.750000 Penalty: 1002.293091
	Iteration 94Q: 3 clusters Score -3370837 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3370854.500000 Penalty: 1002.293091
	Iteration 95Q: 3 clusters Score -3370854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3370856.750000 Penalty: 1002.293091
	Iteration 96Q: 3 clusters Score -3370857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3370863.250000 Penalty: 1002.293091
	Iteration 97Q: 3 clusters Score -3370863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3370869.500000 Penalty: 1002.293091
	Iteration 98Q: 3 clusters Score -3370870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3370879.750000 Penalty: 1002.293091
	Iteration 99Q: 3 clusters Score -3370880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3370877.000000 Penalty: 1002.293091
	Iteration 100F: 3 clusters Score -3370877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3370889.500000 Penalty: 1002.293091
	Iteration 101Q: 3 clusters Score -3370890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3370889.500000 Penalty: 1002.293091
	Iteration 102Q: 3 clusters Score -3370890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3370890.250000 Penalty: 1002.293091
	Iteration 103Q: 3 clusters Score -3370890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3370891.500000 Penalty: 1002.293091
	Iteration 104Q: 3 clusters Score -3370892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3370897.500000 Penalty: 1002.293091
	Iteration 105Q: 3 clusters Score -3370898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3370908.750000 Penalty: 1002.293091
	Iteration 106Q: 3 clusters Score -3370909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3370918.750000 Penalty: 1002.293091
	Iteration 107Q: 3 clusters Score -3370919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3370921.500000 Penalty: 1002.293091
	Iteration 108Q: 3 clusters Score -3370922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3370921.250000 Penalty: 1002.293091
	Iteration 109Q: 3 clusters Score -3370921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3370916.500000 Penalty: 1002.293091
	Iteration 110Q: 3 clusters Score -3370916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3370914.500000 Penalty: 1002.293091
	Iteration 111Q: 3 clusters Score -3370914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3370918.000000 Penalty: 1002.293091
	Iteration 112Q: 3 clusters Score -3370918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3370918.250000 Penalty: 1002.293091
	Iteration 113Q: 3 clusters Score -3370918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3370929.750000 Penalty: 1002.293091
	Iteration 114Q: 3 clusters Score -3370930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3370929.500000 Penalty: 1002.293091
	Iteration 115Q: 3 clusters Score -3370930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3370931.500000 Penalty: 1002.293091
	Iteration 116Q: 3 clusters Score -3370932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3370934.500000 Penalty: 1002.293091
	Iteration 117Q: 3 clusters Score -3370934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3370937.000000 Penalty: 1002.293091
	Iteration 118Q: 3 clusters Score -3370937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3370936.000000 Penalty: 1002.293091
	Iteration 119Q: 3 clusters Score -3370936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3370935.750000 Penalty: 1002.293091
	Iteration 120F: 3 clusters Score -3370936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3370938.000000 Penalty: 1002.293091
	Iteration 121Q: 3 clusters Score -3370938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3370934.000000 Penalty: 1002.293091
	Iteration 122Q: 3 clusters Score -3370934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3370938.750000 Penalty: 1002.293091
	Iteration 123Q: 3 clusters Score -3370939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3370942.250000 Penalty: 1002.293091
	Iteration 124Q: 3 clusters Score -3370942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3370942.250000 Penalty: 1002.293091
	Iteration 125Q: 3 clusters Score -3370942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3370943.000000 Penalty: 1002.293091
	Iteration 126Q: 3 clusters Score -3370943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3370943.500000 Penalty: 1002.293091
	Iteration 127Q: 3 clusters Score -3370944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3370943.250000 Penalty: 1002.293091
	Iteration 128Q: 3 clusters Score -3370943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3370942.500000 Penalty: 1002.293091
	Iteration 129Q: 3 clusters Score -3370942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3370942.500000 Penalty: 1002.293091
	Iteration 130F: 3 clusters Score -3370942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177975 members 
Entering Unmasked Estep 
Score: -9614613.000000 Penalty: 550.067627
	Iteration 0F: 2 clusters Score -9614613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -9515849.000000 Penalty: 1100.135254
	Iteration 0F: 3 clusters Score -9515849 nChanged 87382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92426 members 
Mstep: Class 2 contains 85549 members 
Entering Unmasked Estep 
Score: -9569690.000000 Penalty: 1100.135254
	Iteration 1F: 3 clusters Score -9569690 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -9572899.000000 Penalty: 1100.135254
	Iteration 2F: 3 clusters Score -9572899 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98482 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -9578520.000000 Penalty: 1100.135254
	Iteration 3F: 3 clusters Score -9578520 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -9586496.000000 Penalty: 1100.135254
	Iteration 4F: 3 clusters Score -9586496 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106012 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -9596137.000000 Penalty: 1100.135254
	Iteration 5F: 3 clusters Score -9596137 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108192 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -9603528.000000 Penalty: 1100.135254
	Iteration 6F: 3 clusters Score -9603528 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109331 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -9607394.000000 Penalty: 1100.135254
	Iteration 7F: 3 clusters Score -9607394 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109997 members 
Mstep: Class 2 contains 67978 members 
Entering Unmasked Estep 
Score: -9608608.000000 Penalty: 1100.135254
	Iteration 8Q: 3 clusters Score -9608608 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 67312 members 
Entering Unmasked Estep 
Score: -9608993.000000 Penalty: 1100.135254
	Iteration 9Q: 3 clusters Score -9608993 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111436 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -9609089.000000 Penalty: 1100.135254
	Iteration 10Q: 3 clusters Score -9609089 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112174 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -9609156.000000 Penalty: 1100.135254
	Iteration 11Q: 3 clusters Score -9609156 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112754 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -9609253.000000 Penalty: 1100.135254
	Iteration 12Q: 3 clusters Score -9609253 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113270 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -9609222.000000 Penalty: 1100.135254
	Iteration 13Q: 3 clusters Score -9609222 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113765 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -9609223.000000 Penalty: 1100.135254
	Iteration 14Q: 3 clusters Score -9609223 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114119 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -9609171.000000 Penalty: 1100.135254
	Iteration 15Q: 3 clusters Score -9609171 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -9609137.000000 Penalty: 1100.135254
	Iteration 16Q: 3 clusters Score -9609137 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -9609156.000000 Penalty: 1100.135254
	Iteration 17Q: 3 clusters Score -9609156 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114821 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -9609279.000000 Penalty: 1100.135254
	Iteration 18Q: 3 clusters Score -9609279 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114916 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -9609327.000000 Penalty: 1100.135254
	Iteration 19Q: 3 clusters Score -9609327 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114906 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -9609366.000000 Penalty: 1100.135254
	Iteration 20F: 3 clusters Score -9609366 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -9609562.000000 Penalty: 1100.135254
	Iteration 21Q: 3 clusters Score -9609562 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -9609565.000000 Penalty: 1100.135254
	Iteration 22Q: 3 clusters Score -9609565 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114034 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -9609668.000000 Penalty: 1100.135254
	Iteration 23Q: 3 clusters Score -9609668 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113506 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -9609863.000000 Penalty: 1100.135254
	Iteration 24Q: 3 clusters Score -9609863 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112818 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -9610010.000000 Penalty: 1100.135254
	Iteration 25Q: 3 clusters Score -9610010 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112083 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -9610094.000000 Penalty: 1100.135254
	Iteration 26Q: 3 clusters Score -9610094 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -9610264.000000 Penalty: 1100.135254
	Iteration 27Q: 3 clusters Score -9610264 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -9610565.000000 Penalty: 1100.135254
	Iteration 28Q: 3 clusters Score -9610565 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108953 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -9610929.000000 Penalty: 1100.135254
	Iteration 29Q: 3 clusters Score -9610929 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107546 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -9611143.000000 Penalty: 1100.135254
	Iteration 30Q: 3 clusters Score -9611143 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -9611414.000000 Penalty: 1100.135254
	Iteration 31Q: 3 clusters Score -9611414 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -9611538.000000 Penalty: 1100.135254
	Iteration 32Q: 3 clusters Score -9611538 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102975 members 
Mstep: Class 2 contains 75000 members 
Entering Unmasked Estep 
Score: -9612003.000000 Penalty: 1100.135254
	Iteration 33Q: 3 clusters Score -9612003 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 76674 members 
Entering Unmasked Estep 
Score: -9612448.000000 Penalty: 1100.135254
	Iteration 34Q: 3 clusters Score -9612448 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99709 members 
Mstep: Class 2 contains 78266 members 
Entering Unmasked Estep 
Score: -9612885.000000 Penalty: 1100.135254
	Iteration 35Q: 3 clusters Score -9612885 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -9613343.000000 Penalty: 1100.135254
	Iteration 36Q: 3 clusters Score -9613343 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 81068 members 
Entering Unmasked Estep 
Score: -9613801.000000 Penalty: 1100.135254
	Iteration 37Q: 3 clusters Score -9613801 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -9614189.000000 Penalty: 1100.135254
	Iteration 38Q: 3 clusters Score -9614189 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -9614526.000000 Penalty: 1100.135254
	Iteration 39Q: 3 clusters Score -9614526 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 83736 members 
Entering Unmasked Estep 
Score: -9615874.000000 Penalty: 1100.135254
	Iteration 40F: 3 clusters Score -9615874 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92929 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -9616664.000000 Penalty: 1100.135254
	Iteration 41Q: 3 clusters Score -9616664 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 86475 members 
Entering Unmasked Estep 
Score: -9617145.000000 Penalty: 1100.135254
	Iteration 42Q: 3 clusters Score -9617145 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -9617619.000000 Penalty: 1100.135254
	Iteration 43Q: 3 clusters Score -9617619 nChanged 2125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88850 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9618027 nChanged 2004
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9618462 nChanged 1905
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 91384 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9618834 nChanged 1777
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9619112 nChanged 1636
Entering Unmasked Mstep 
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Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9619355 nChanged 1500
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Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9619536 nChanged 1328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9619760 nChanged 1198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83456 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9619930 nChanged 1131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -9620102.000000 Penalty: 1100.135254
	Iteration 52Q: 3 clusters Score -9620102 nChanged 1106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9620280 nChanged 1001
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -9620409.000000 Penalty: 1100.135254
	Iteration 54Q: 3 clusters Score -9620409 nChanged 944
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9620466 nChanged 858
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 95291 members 
Entering Unmasked Estep 
Score: -9620521.000000 Penalty: 1100.135254
	Iteration 56Q: 3 clusters Score -9620521 nChanged 764
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82678 members 
Mstep: Class 2 contains 95297 members 
Entering Unmasked Estep 
Score: -9620582.000000 Penalty: 1100.135254
	Iteration 57Q: 3 clusters Score -9620582 nChanged 728
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -9620608.000000 Penalty: 1100.135254
	Iteration 58Q: 3 clusters Score -9620608 nChanged 631
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -9620660.000000 Penalty: 1100.135254
	Iteration 59Q: 3 clusters Score -9620660 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 95367 members 
Entering Unmasked Estep 
Score: -9620654.000000 Penalty: 1100.135254
	Iteration 60F: 3 clusters Score -9620654 nChanged 532
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -9620650.000000 Penalty: 1100.135254
	Iteration 61Q: 3 clusters Score -9620650 nChanged 499
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82649 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -9620655.000000 Penalty: 1100.135254
	Iteration 62Q: 3 clusters Score -9620655 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82678 members 
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Entering Unmasked Estep 
Score: -9620645.000000 Penalty: 1100.135254
	Iteration 63Q: 3 clusters Score -9620645 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 95309 members 
Entering Unmasked Estep 
Score: -9620719.000000 Penalty: 1100.135254
	Iteration 64Q: 3 clusters Score -9620719 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -9620808.000000 Penalty: 1100.135254
	Iteration 65Q: 3 clusters Score -9620808 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82697 members 
Mstep: Class 2 contains 95278 members 
Entering Unmasked Estep 
Score: -9620824.000000 Penalty: 1100.135254
	Iteration 66Q: 3 clusters Score -9620824 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82704 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -9620832.000000 Penalty: 1100.135254
	Iteration 67Q: 3 clusters Score -9620832 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82708 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -9620822.000000 Penalty: 1100.135254
	Iteration 68Q: 3 clusters Score -9620822 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 95252 members 
Entering Unmasked Estep 
Score: -9620849.000000 Penalty: 1100.135254
	Iteration 69Q: 3 clusters Score -9620849 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -9620825.000000 Penalty: 1100.135254
	Iteration 70Q: 3 clusters Score -9620825 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82741 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -9620821.000000 Penalty: 1100.135254
	Iteration 71Q: 3 clusters Score -9620821 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9620824 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82709 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9620825 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -9620818.000000 Penalty: 1100.135254
	Iteration 74Q: 3 clusters Score -9620818 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 95325 members 
Entering Unmasked Estep 
Score: -9620815.000000 Penalty: 1100.135254
	Iteration 75Q: 3 clusters Score -9620815 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 95348 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9620827 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -9620841.000000 Penalty: 1100.135254
	Iteration 77Q: 3 clusters Score -9620841 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82578 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9620824 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82540 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9620841 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -9620843.000000 Penalty: 1100.135254
	Iteration 80F: 3 clusters Score -9620843 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82499 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -9620837.000000 Penalty: 1100.135254
	Iteration 81Q: 3 clusters Score -9620837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -9620836.000000 Penalty: 1100.135254
	Iteration 82Q: 3 clusters Score -9620836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -9620829.000000 Penalty: 1100.135254
	Iteration 83Q: 3 clusters Score -9620829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -9620827.000000 Penalty: 1100.135254
	Iteration 84Q: 3 clusters Score -9620827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 95484 members 
Entering Unmasked Estep 
Score: -9620811.000000 Penalty: 1100.135254
	Iteration 85Q: 3 clusters Score -9620811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -9620809.000000 Penalty: 1100.135254
	Iteration 86Q: 3 clusters Score -9620809 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -9620815.000000 Penalty: 1100.135254
	Iteration 87Q: 3 clusters Score -9620815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -9620831.000000 Penalty: 1100.135254
	Iteration 88Q: 3 clusters Score -9620831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -9620833.000000 Penalty: 1100.135254
	Iteration 89Q: 3 clusters Score -9620833 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 95532 members 
Entering Unmasked Estep 
Score: -9620823.000000 Penalty: 1100.135254
	Iteration 90Q: 3 clusters Score -9620823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -9620831.000000 Penalty: 1100.135254
	Iteration 91Q: 3 clusters Score -9620831 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -9620834.000000 Penalty: 1100.135254
	Iteration 92Q: 3 clusters Score -9620834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -9620834.000000 Penalty: 1100.135254
	Iteration 93Q: 3 clusters Score -9620834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 95529 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9620831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82442 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -9620828.000000 Penalty: 1100.135254
	Iteration 95Q: 3 clusters Score -9620828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82434 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -9620828.000000 Penalty: 1100.135254
	Iteration 96Q: 3 clusters Score -9620828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 95550 members 
Entering Unmasked Estep 
Score: -9620820.000000 Penalty: 1100.135254
	Iteration 97Q: 3 clusters Score -9620820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 95556 members 
Entering Unmasked Estep 
Score: -9620828.000000 Penalty: 1100.135254
	Iteration 98Q: 3 clusters Score -9620828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 95559 members 
Entering Unmasked Estep 
Score: -9620829.000000 Penalty: 1100.135254
	Iteration 99Q: 3 clusters Score -9620829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -9620831.000000 Penalty: 1100.135254
	Iteration 100F: 3 clusters Score -9620831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -9620841.000000 Penalty: 1100.135254
	Iteration 101Q: 3 clusters Score -9620841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -9620830.000000 Penalty: 1100.135254
	Iteration 102Q: 3 clusters Score -9620830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -9620820.000000 Penalty: 1100.135254
	Iteration 103Q: 3 clusters Score -9620820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -9620818.000000 Penalty: 1100.135254
	Iteration 104Q: 3 clusters Score -9620818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82319 members 
Mstep: Class 2 contains 95656 members 
Entering Unmasked Estep 
Score: -9620822.000000 Penalty: 1100.135254
	Iteration 105Q: 3 clusters Score -9620822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -9620833.000000 Penalty: 1100.135254
	Iteration 106Q: 3 clusters Score -9620833 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 95672 members 
Entering Unmasked Estep 
Score: -9620820.000000 Penalty: 1100.135254
	Iteration 107Q: 3 clusters Score -9620820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 95675 members 
Entering Unmasked Estep 
Score: -9620812.000000 Penalty: 1100.135254
	Iteration 108Q: 3 clusters Score -9620812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 95683 members 
Entering Unmasked Estep 
Score: -9620821.000000 Penalty: 1100.135254
	Iteration 109Q: 3 clusters Score -9620821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 95689 members 
Entering Unmasked Estep 
Score: -9620817.000000 Penalty: 1100.135254
	Iteration 110Q: 3 clusters Score -9620817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 95690 members 
Entering Unmasked Estep 
Score: -9620823.000000 Penalty: 1100.135254
	Iteration 111Q: 3 clusters Score -9620823 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -9620818.000000 Penalty: 1100.135254
	Iteration 112Q: 3 clusters Score -9620818 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -9620812.000000 Penalty: 1100.135254
	Iteration 113Q: 3 clusters Score -9620812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 95713 members 
Entering Unmasked Estep 
Score: -9620813.000000 Penalty: 1100.135254
	Iteration 114Q: 3 clusters Score -9620813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -9620818.000000 Penalty: 1100.135254
	Iteration 115Q: 3 clusters Score -9620818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 95719 members 
Entering Unmasked Estep 
Score: -9620821.000000 Penalty: 1100.135254
	Iteration 116Q: 3 clusters Score -9620821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -9620813.000000 Penalty: 1100.135254
	Iteration 117Q: 3 clusters Score -9620813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82261 members 
Mstep: Class 2 contains 95714 members 
Entering Unmasked Estep 
Score: -9620798.000000 Penalty: 1100.135254
	Iteration 118Q: 3 clusters Score -9620798 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 95715 members 
Entering Unmasked Estep 
Score: -9620796.000000 Penalty: 1100.135254
	Iteration 119Q: 3 clusters Score -9620796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -9620803.000000 Penalty: 1100.135254
	Iteration 120F: 3 clusters Score -9620803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -9620809.000000 Penalty: 1100.135254
	Iteration 121Q: 3 clusters Score -9620809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 95729 members 
Entering Unmasked Estep 
Score: -9620821.000000 Penalty: 1100.135254
	Iteration 122Q: 3 clusters Score -9620821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 95731 members 
Entering Unmasked Estep 
Score: -9620824.000000 Penalty: 1100.135254
	Iteration 123Q: 3 clusters Score -9620824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -9620823.000000 Penalty: 1100.135254
	Iteration 124Q: 3 clusters Score -9620823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9620824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
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	Iteration 126F: 3 clusters Score -9620824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 50361 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 211479 members 
Mstep: Class 6 contains 92188 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 270124 members 
Mstep: Class 10 contains 78939 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 106367 members 
Mstep: Class 14 contains 132917 members 
Mstep: Class 15 contains 4727 members 
Mstep: Class 16 contains 70302 members 
Mstep: Class 17 contains 78484 members 
Mstep: Class 18 contains 60731 members 
Mstep: Class 19 contains 82242 members 
Mstep: Class 20 contains 33569 members 
Mstep: Class 21 contains 36668 members 
Mstep: Class 22 contains 18537 members 
Mstep: Class 23 contains 90418 members 
Mstep: Class 24 contains 4910 members 
Mstep: Class 25 contains 1642 members 
Mstep: Class 26 contains 95733 members 
Entering Unmasked Estep 
Score: -87088176.000000 Penalty: 16992.373047
Splitting cluster 19 changes total score from -87064408.000000 to -87088176.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (33569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33569 members 
Entering Unmasked Estep 
Score: -1805993.625000 Penalty: 474.171783
	Iteration 0F: 2 clusters Score -1805994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1783502.500000 Penalty: 948.343567
	Iteration 0F: 3 clusters Score -1783502 nChanged 16079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -1793633.125000 Penalty: 948.343567
	Iteration 1F: 3 clusters Score -1793633 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1794812.500000 Penalty: 948.343567
	Iteration 2F: 3 clusters Score -1794812 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -1796337.875000 Penalty: 948.343567
	Iteration 3F: 3 clusters Score -1796338 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -1798138.375000 Penalty: 948.343567
	Iteration 4F: 3 clusters Score -1798138 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -1799797.375000 Penalty: 948.343567
	Iteration 5F: 3 clusters Score -1799797 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -1800781.375000 Penalty: 948.343567
	Iteration 6Q: 3 clusters Score -1800781 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -1801250.625000 Penalty: 948.343567
	Iteration 7Q: 3 clusters Score -1801251 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -1801556.125000 Penalty: 948.343567
	Iteration 8Q: 3 clusters Score -1801556 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -1801836.500000 Penalty: 948.343567
	Iteration 9Q: 3 clusters Score -1801836 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -1802133.625000 Penalty: 948.343567
	Iteration 10Q: 3 clusters Score -1802134 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -1802464.000000 Penalty: 948.343567
	Iteration 11Q: 3 clusters Score -1802464 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -1802788.750000 Penalty: 948.343567
	Iteration 12Q: 3 clusters Score -1802789 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -1803090.750000 Penalty: 948.343567
	Iteration 13Q: 3 clusters Score -1803091 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -1803367.125000 Penalty: 948.343567
	Iteration 14Q: 3 clusters Score -1803367 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -1803633.625000 Penalty: 948.343567
	Iteration 15Q: 3 clusters Score -1803634 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -1803950.125000 Penalty: 948.343567
	Iteration 16Q: 3 clusters Score -1803950 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -1804240.000000 Penalty: 948.343567
	Iteration 17Q: 3 clusters Score -1804240 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -1804495.375000 Penalty: 948.343567
	Iteration 18Q: 3 clusters Score -1804495 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -1804722.250000 Penalty: 948.343567
	Iteration 19Q: 3 clusters Score -1804722 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -1804908.625000 Penalty: 948.343567
	Iteration 20F: 3 clusters Score -1804909 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -1805053.375000 Penalty: 948.343567
	Iteration 21Q: 3 clusters Score -1805053 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -1805165.875000 Penalty: 948.343567
	Iteration 22Q: 3 clusters Score -1805166 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -1805282.375000 Penalty: 948.343567
	Iteration 23Q: 3 clusters Score -1805282 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -1805372.000000 Penalty: 948.343567
	Iteration 24Q: 3 clusters Score -1805372 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -1805447.375000 Penalty: 948.343567
	Iteration 25Q: 3 clusters Score -1805447 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -1805515.500000 Penalty: 948.343567
	Iteration 26Q: 3 clusters Score -1805516 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -1805553.750000 Penalty: 948.343567
	Iteration 27Q: 3 clusters Score -1805554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -1805594.875000 Penalty: 948.343567
	Iteration 28Q: 3 clusters Score -1805595 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -1805622.500000 Penalty: 948.343567
	Iteration 29Q: 3 clusters Score -1805622 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -1805642.750000 Penalty: 948.343567
	Iteration 30Q: 3 clusters Score -1805643 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -1805662.375000 Penalty: 948.343567
	Iteration 31Q: 3 clusters Score -1805662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -1805669.500000 Penalty: 948.343567
	Iteration 32Q: 3 clusters Score -1805670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -1805687.375000 Penalty: 948.343567
	Iteration 33Q: 3 clusters Score -1805687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -1805700.000000 Penalty: 948.343567
	Iteration 34Q: 3 clusters Score -1805700 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -1805703.875000 Penalty: 948.343567
	Iteration 35Q: 3 clusters Score -1805704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -1805706.500000 Penalty: 948.343567
	Iteration 36Q: 3 clusters Score -1805706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -1805712.750000 Penalty: 948.343567
	Iteration 37Q: 3 clusters Score -1805713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -1805713.250000 Penalty: 948.343567
	Iteration 38Q: 3 clusters Score -1805713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -1805712.875000 Penalty: 948.343567
	Iteration 39Q: 3 clusters Score -1805713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -1805716.750000 Penalty: 948.343567
	Iteration 40F: 3 clusters Score -1805717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -1805721.375000 Penalty: 948.343567
	Iteration 41Q: 3 clusters Score -1805721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -1805727.875000 Penalty: 948.343567
	Iteration 42Q: 3 clusters Score -1805728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -1805729.250000 Penalty: 948.343567
	Iteration 43Q: 3 clusters Score -1805729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -1805729.500000 Penalty: 948.343567
	Iteration 44Q: 3 clusters Score -1805730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -1805735.875000 Penalty: 948.343567
	Iteration 45Q: 3 clusters Score -1805736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -1805738.125000 Penalty: 948.343567
	Iteration 46Q: 3 clusters Score -1805738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -1805740.875000 Penalty: 948.343567
	Iteration 47Q: 3 clusters Score -1805741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -1805741.625000 Penalty: 948.343567
	Iteration 48Q: 3 clusters Score -1805742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -1805741.250000 Penalty: 948.343567
	Iteration 49Q: 3 clusters Score -1805741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -1805743.000000 Penalty: 948.343567
	Iteration 50Q: 3 clusters Score -1805743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -1805745.750000 Penalty: 948.343567
	Iteration 51Q: 3 clusters Score -1805746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -1805746.250000 Penalty: 948.343567
	Iteration 52Q: 3 clusters Score -1805746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -1805744.750000 Penalty: 948.343567
	Iteration 53Q: 3 clusters Score -1805745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -1805744.875000 Penalty: 948.343567
	Iteration 54Q: 3 clusters Score -1805745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -1805742.750000 Penalty: 948.343567
	Iteration 55Q: 3 clusters Score -1805743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -1805744.750000 Penalty: 948.343567
	Iteration 56Q: 3 clusters Score -1805745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -1805744.500000 Penalty: 948.343567
	Iteration 57Q: 3 clusters Score -1805744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -1805744.625000 Penalty: 948.343567
	Iteration 58Q: 3 clusters Score -1805745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -1805744.625000 Penalty: 948.343567
	Iteration 59Q: 3 clusters Score -1805745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -1805743.875000 Penalty: 948.343567
	Iteration 60F: 3 clusters Score -1805744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -1805742.500000 Penalty: 948.343567
	Iteration 61Q: 3 clusters Score -1805742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -1805742.750000 Penalty: 948.343567
	Iteration 62Q: 3 clusters Score -1805743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -1805745.125000 Penalty: 948.343567
	Iteration 63Q: 3 clusters Score -1805745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -1805746.625000 Penalty: 948.343567
	Iteration 64Q: 3 clusters Score -1805747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -1805746.250000 Penalty: 948.343567
	Iteration 65Q: 3 clusters Score -1805746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -1805747.375000 Penalty: 948.343567
	Iteration 66Q: 3 clusters Score -1805747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -1805748.375000 Penalty: 948.343567
	Iteration 67Q: 3 clusters Score -1805748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -1805748.375000 Penalty: 948.343567
	Iteration 68F: 3 clusters Score -1805748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Entering Unmasked Estep 
Score: -2095631.500000 Penalty: 478.189514
	Iteration 0F: 2 clusters Score -2095632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2070952.375000 Penalty: 956.379028
	Iteration 0F: 3 clusters Score -2070952 nChanged 17733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2081653.500000 Penalty: 956.379028
	Iteration 1F: 3 clusters Score -2081654 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2082236.250000 Penalty: 956.379028
	Iteration 2Q: 3 clusters Score -2082236 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2083059.875000 Penalty: 956.379028
	Iteration 3Q: 3 clusters Score -2083060 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2084335.250000 Penalty: 956.379028
	Iteration 4F: 3 clusters Score -2084335 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2086172.875000 Penalty: 956.379028
	Iteration 5F: 3 clusters Score -2086173 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2088087.250000 Penalty: 956.379028
	Iteration 6F: 3 clusters Score -2088087 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2089438.875000 Penalty: 956.379028
	Iteration 7F: 3 clusters Score -2089439 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2089964.125000 Penalty: 956.379028
	Iteration 8Q: 3 clusters Score -2089964 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2090153.750000 Penalty: 956.379028
	Iteration 9Q: 3 clusters Score -2090154 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2090260.500000 Penalty: 956.379028
	Iteration 10Q: 3 clusters Score -2090260 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2090378.250000 Penalty: 956.379028
	Iteration 11Q: 3 clusters Score -2090378 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2090481.500000 Penalty: 956.379028
	Iteration 12Q: 3 clusters Score -2090482 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2090580.625000 Penalty: 956.379028
	Iteration 13Q: 3 clusters Score -2090581 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2090674.250000 Penalty: 956.379028
	Iteration 14Q: 3 clusters Score -2090674 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2090781.625000 Penalty: 956.379028
	Iteration 15Q: 3 clusters Score -2090782 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2090864.750000 Penalty: 956.379028
	Iteration 16Q: 3 clusters Score -2090865 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2090932.750000 Penalty: 956.379028
	Iteration 17Q: 3 clusters Score -2090933 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2091002.375000 Penalty: 956.379028
	Iteration 18Q: 3 clusters Score -2091002 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2091055.875000 Penalty: 956.379028
	Iteration 19Q: 3 clusters Score -2091056 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2091112.750000 Penalty: 956.379028
	Iteration 20F: 3 clusters Score -2091113 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2091149.375000 Penalty: 956.379028
	Iteration 21Q: 3 clusters Score -2091149 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2091185.500000 Penalty: 956.379028
	Iteration 22Q: 3 clusters Score -2091186 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2091216.125000 Penalty: 956.379028
	Iteration 23Q: 3 clusters Score -2091216 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2091248.250000 Penalty: 956.379028
	Iteration 24Q: 3 clusters Score -2091248 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2091269.375000 Penalty: 956.379028
	Iteration 25Q: 3 clusters Score -2091269 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2091300.875000 Penalty: 956.379028
	Iteration 26Q: 3 clusters Score -2091301 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2091310 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2091323.750000 Penalty: 956.379028
	Iteration 28Q: 3 clusters Score -2091324 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2091332.250000 Penalty: 956.379028
	Iteration 29Q: 3 clusters Score -2091332 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2091338.625000 Penalty: 956.379028
	Iteration 30Q: 3 clusters Score -2091339 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2091347.250000 Penalty: 956.379028
	Iteration 31Q: 3 clusters Score -2091347 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2091353.625000 Penalty: 956.379028
	Iteration 32Q: 3 clusters Score -2091354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2091370.625000 Penalty: 956.379028
	Iteration 33Q: 3 clusters Score -2091371 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2091370.750000 Penalty: 956.379028
	Iteration 34Q: 3 clusters Score -2091371 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2091380.625000 Penalty: 956.379028
	Iteration 35Q: 3 clusters Score -2091381 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2091392.250000 Penalty: 956.379028
	Iteration 36Q: 3 clusters Score -2091392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2091388.375000 Penalty: 956.379028
	Iteration 37Q: 3 clusters Score -2091388 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2091398.125000 Penalty: 956.379028
	Iteration 38Q: 3 clusters Score -2091398 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2091402.250000 Penalty: 956.379028
	Iteration 39Q: 3 clusters Score -2091402 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2091407.875000 Penalty: 956.379028
	Iteration 40F: 3 clusters Score -2091408 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2091422.375000 Penalty: 956.379028
	Iteration 41Q: 3 clusters Score -2091422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2091423.875000 Penalty: 956.379028
	Iteration 42Q: 3 clusters Score -2091424 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2091430.000000 Penalty: 956.379028
	Iteration 43Q: 3 clusters Score -2091430 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2091443.625000 Penalty: 956.379028
	Iteration 44Q: 3 clusters Score -2091444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2091462.375000 Penalty: 956.379028
	Iteration 45Q: 3 clusters Score -2091462 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2091480.375000 Penalty: 956.379028
	Iteration 46Q: 3 clusters Score -2091480 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2091489.125000 Penalty: 956.379028
	Iteration 47Q: 3 clusters Score -2091489 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2091498.875000 Penalty: 956.379028
	Iteration 48Q: 3 clusters Score -2091499 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2091526.250000 Penalty: 956.379028
	Iteration 49Q: 3 clusters Score -2091526 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2091559.250000 Penalty: 956.379028
	Iteration 50Q: 3 clusters Score -2091559 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2091589 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2091607.625000 Penalty: 956.379028
	Iteration 52Q: 3 clusters Score -2091608 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2091641.750000 Penalty: 956.379028
	Iteration 53Q: 3 clusters Score -2091642 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2091682.625000 Penalty: 956.379028
	Iteration 54Q: 3 clusters Score -2091683 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2091724.375000 Penalty: 956.379028
	Iteration 55Q: 3 clusters Score -2091724 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2091760.375000 Penalty: 956.379028
	Iteration 56Q: 3 clusters Score -2091760 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2091804.250000 Penalty: 956.379028
	Iteration 57Q: 3 clusters Score -2091804 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2091843.125000 Penalty: 956.379028
	Iteration 58Q: 3 clusters Score -2091843 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2091884 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2091940.125000 Penalty: 956.379028
	Iteration 60F: 3 clusters Score -2091940 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2091977.625000 Penalty: 956.379028
	Iteration 61Q: 3 clusters Score -2091978 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2092041.250000 Penalty: 956.379028
	Iteration 62Q: 3 clusters Score -2092041 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2092099 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2092159 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2092225.875000 Penalty: 956.379028
	Iteration 65Q: 3 clusters Score -2092226 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2092283 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2092360 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2092434 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2092489 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2092571.250000 Penalty: 956.379028
	Iteration 70Q: 3 clusters Score -2092571 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2092646 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2092718.000000 Penalty: 956.379028
	Iteration 72Q: 3 clusters Score -2092718 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2092789 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2092850.875000 Penalty: 956.379028
	Iteration 74Q: 3 clusters Score -2092851 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2092910.625000 Penalty: 956.379028
	Iteration 75Q: 3 clusters Score -2092911 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2092980 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2093065 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2093147.250000 Penalty: 956.379028
	Iteration 78Q: 3 clusters Score -2093147 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2093235.750000 Penalty: 956.379028
	Iteration 79Q: 3 clusters Score -2093236 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2093332.000000 Penalty: 956.379028
	Iteration 80F: 3 clusters Score -2093332 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2093441.500000 Penalty: 956.379028
	Iteration 81Q: 3 clusters Score -2093442 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2093538.750000 Penalty: 956.379028
	Iteration 82Q: 3 clusters Score -2093539 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2093658.875000 Penalty: 956.379028
	Iteration 83Q: 3 clusters Score -2093659 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2093784.875000 Penalty: 956.379028
	Iteration 84Q: 3 clusters Score -2093785 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2093917.375000 Penalty: 956.379028
	Iteration 85Q: 3 clusters Score -2093917 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2094035.000000 Penalty: 956.379028
	Iteration 86Q: 3 clusters Score -2094035 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2094166.500000 Penalty: 956.379028
	Iteration 87Q: 3 clusters Score -2094166 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2094282.750000 Penalty: 956.379028
	Iteration 88Q: 3 clusters Score -2094283 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2094393.625000 Penalty: 956.379028
	Iteration 89Q: 3 clusters Score -2094394 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2094488.250000 Penalty: 956.379028
	Iteration 90Q: 3 clusters Score -2094488 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2094598.625000 Penalty: 956.379028
	Iteration 91Q: 3 clusters Score -2094599 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2094694.375000 Penalty: 956.379028
	Iteration 92Q: 3 clusters Score -2094694 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2094781.625000 Penalty: 956.379028
	Iteration 93Q: 3 clusters Score -2094782 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2094848.000000 Penalty: 956.379028
	Iteration 94Q: 3 clusters Score -2094848 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2094898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2094947.625000 Penalty: 956.379028
	Iteration 96Q: 3 clusters Score -2094948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2094989 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2095015.000000 Penalty: 956.379028
	Iteration 98Q: 3 clusters Score -2095015 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2095037.750000 Penalty: 956.379028
	Iteration 99Q: 3 clusters Score -2095038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2095057.625000 Penalty: 956.379028
	Iteration 100F: 3 clusters Score -2095058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2095083.750000 Penalty: 956.379028
	Iteration 101Q: 3 clusters Score -2095084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2095105.250000 Penalty: 956.379028
	Iteration 102Q: 3 clusters Score -2095105 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2095117.375000 Penalty: 956.379028
	Iteration 103Q: 3 clusters Score -2095117 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2095125.375000 Penalty: 956.379028
	Iteration 104Q: 3 clusters Score -2095125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2095137.250000 Penalty: 956.379028
	Iteration 105Q: 3 clusters Score -2095137 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2095142.375000 Penalty: 956.379028
	Iteration 106Q: 3 clusters Score -2095142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2095152.875000 Penalty: 956.379028
	Iteration 107Q: 3 clusters Score -2095153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2095162.750000 Penalty: 956.379028
	Iteration 108Q: 3 clusters Score -2095163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2095170.875000 Penalty: 956.379028
	Iteration 109Q: 3 clusters Score -2095171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2095180.375000 Penalty: 956.379028
	Iteration 110Q: 3 clusters Score -2095180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2095188.250000 Penalty: 956.379028
	Iteration 111Q: 3 clusters Score -2095188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2095194.125000 Penalty: 956.379028
	Iteration 112Q: 3 clusters Score -2095194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2095196.000000 Penalty: 956.379028
	Iteration 113Q: 3 clusters Score -2095196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2095199.750000 Penalty: 956.379028
	Iteration 114Q: 3 clusters Score -2095200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2095201.000000 Penalty: 956.379028
	Iteration 115Q: 3 clusters Score -2095201 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2095201 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2095202.625000 Penalty: 956.379028
	Iteration 117Q: 3 clusters Score -2095203 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2095201 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36308 members 
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Entering Unmasked Estep 
Score: -2095204.000000 Penalty: 956.379028
	Iteration 119Q: 3 clusters Score -2095204 nChanged 1
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Entering Unmasked Estep 
Score: -2095205.125000 Penalty: 956.379028
	Iteration 120F: 3 clusters Score -2095205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2095203.875000 Penalty: 956.379028
	Iteration 121Q: 3 clusters Score -2095204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2095205.250000 Penalty: 956.379028
	Iteration 122Q: 3 clusters Score -2095205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2095208.125000 Penalty: 956.379028
	Iteration 123Q: 3 clusters Score -2095208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2095207.625000 Penalty: 956.379028
	Iteration 124Q: 3 clusters Score -2095208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2095208.125000 Penalty: 956.379028
	Iteration 125Q: 3 clusters Score -2095208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2095208.500000 Penalty: 956.379028
	Iteration 126Q: 3 clusters Score -2095208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2095210.125000 Penalty: 956.379028
	Iteration 127Q: 3 clusters Score -2095210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2095210.000000 Penalty: 956.379028
	Iteration 128Q: 3 clusters Score -2095210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2095210.125000 Penalty: 956.379028
	Iteration 129Q: 3 clusters Score -2095210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2095210.125000 Penalty: 956.379028
	Iteration 130F: 3 clusters Score -2095210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 50361 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 5 contains 211479 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 270124 members 
Mstep: Class 10 contains 78939 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 14 contains 132917 members 
Mstep: Class 15 contains 4727 members 
Mstep: Class 16 contains 70302 members 
Mstep: Class 17 contains 78484 members 
Mstep: Class 18 contains 60731 members 
Mstep: Class 19 contains 82242 members 
Mstep: Class 20 contains 33569 members 
Mstep: Class 21 contains 36668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87114752.000000 Penalty: 16992.373047
Iteration 39Q: 27 clusters Score -8.711475e+07 nChanged 66165
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 150789 members 
Mstep: Class 2 contains 55239 members 
Mstep: Class 3 contains 11591 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 210212 members 
Mstep: Class 6 contains 84186 members 
Mstep: Class 7 contains 2563 members 
Mstep: Class 8 contains 43864 members 
Mstep: Class 9 contains 265874 members 
Mstep: Class 10 contains 81613 members 
Mstep: Class 11 contains 1980 members 
Mstep: Class 12 contains 317 members 
Mstep: Class 13 contains 99844 members 
Mstep: Class 14 contains 133320 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 70759 members 
Mstep: Class 17 contains 81261 members 
Mstep: Class 18 contains 60699 members 
Mstep: Class 19 contains 93056 members 
Mstep: Class 20 contains 34504 members 
Mstep: Class 21 contains 35029 members 
Mstep: Class 22 contains 18138 members 
Mstep: Class 23 contains 89072 members 
Mstep: Class 24 contains 4827 members 
Mstep: Class 25 contains 1774 members 
Mstep: Class 26 contains 93955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87135688.000000 Penalty: 16992.373047
Iteration 40F: 27 clusters Score -8.713569e+07 nChanged 64138
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 149997 members 
Mstep: Class 2 contains 58907 members 
Mstep: Class 3 contains 13133 members 
Mstep: Class 4 contains 827 members 
Mstep: Class 5 contains 208111 members 
Mstep: Class 6 contains 86192 members 
Mstep: Class 7 contains 3079 members 
Mstep: Class 8 contains 45319 members 
Mstep: Class 9 contains 256459 members 
Mstep: Class 10 contains 83621 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 345 members 
Mstep: Class 13 contains 93026 members 
Mstep: Class 14 contains 133062 members 
Mstep: Class 15 contains 5159 members 
Mstep: Class 16 contains 69386 members 
Mstep: Class 17 contains 84258 members 
Mstep: Class 18 contains 58829 members 
Mstep: Class 19 contains 99065 members 
Mstep: Class 20 contains 35174 members 
Mstep: Class 21 contains 31495 members 
Mstep: Class 22 contains 18514 members 
Mstep: Class 23 contains 89656 members 
Mstep: Class 24 contains 5236 members 
Mstep: Class 25 contains 2245 members 
Mstep: Class 26 contains 97348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87143904.000000 Penalty: 16992.373047
Iteration 41Q: 27 clusters Score -8.71439e+07 nChanged 58832
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 149341 members 
Mstep: Class 2 contains 63351 members 
Mstep: Class 3 contains 14949 members 
Mstep: Class 4 contains 950 members 
Mstep: Class 5 contains 205884 members 
Mstep: Class 6 contains 87953 members 
Mstep: Class 7 contains 3541 members 
Mstep: Class 8 contains 46747 members 
Mstep: Class 9 contains 246232 members 
Mstep: Class 10 contains 86372 members 
Mstep: Class 11 contains 1663 members 
Mstep: Class 12 contains 319 members 
Mstep: Class 13 contains 85216 members 
Mstep: Class 14 contains 132717 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 68370 members 
Mstep: Class 17 contains 87837 members 
Mstep: Class 18 contains 57160 members 
Mstep: Class 19 contains 103620 members 
Mstep: Class 20 contains 35956 members 
Mstep: Class 21 contains 28389 members 
Mstep: Class 22 contains 18861 members 
Mstep: Class 23 contains 89200 members 
Mstep: Class 24 contains 5555 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 102198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87151896.000000 Penalty: 16992.373047
Iteration 42Q: 27 clusters Score -8.71519e+07 nChanged 58670
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 148698 members 
Mstep: Class 2 contains 68370 members 
Mstep: Class 3 contains 17045 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 5 contains 203601 members 
Mstep: Class 6 contains 89931 members 
Mstep: Class 7 contains 4009 members 
Mstep: Class 8 contains 48117 members 
Mstep: Class 9 contains 235608 members 
Mstep: Class 10 contains 89519 members 
Mstep: Class 11 contains 1592 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 77559 members 
Mstep: Class 14 contains 132199 members 
Mstep: Class 15 contains 5347 members 
Mstep: Class 16 contains 67597 members 
Mstep: Class 17 contains 91827 members 
Mstep: Class 18 contains 55644 members 
Mstep: Class 19 contains 106117 members 
Mstep: Class 20 contains 36902 members 
Mstep: Class 21 contains 25662 members 
Mstep: Class 22 contains 19143 members 
Mstep: Class 23 contains 88093 members 
Mstep: Class 24 contains 5784 members 
Mstep: Class 25 contains 2949 members 
Mstep: Class 26 contains 107605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87159904.000000 Penalty: 16992.373047
Iteration 43Q: 27 clusters Score -8.71599e+07 nChanged 57444
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 147822 members 
Mstep: Class 2 contains 73869 members 
Mstep: Class 3 contains 19392 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 5 contains 200973 members 
Mstep: Class 6 contains 92067 members 
Mstep: Class 7 contains 4513 members 
Mstep: Class 8 contains 49529 members 
Mstep: Class 9 contains 225446 members 
Mstep: Class 10 contains 92978 members 
Mstep: Class 11 contains 1550 members 
Mstep: Class 12 contains 295 members 
Mstep: Class 13 contains 70635 members 
Mstep: Class 14 contains 131440 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 67026 members 
Mstep: Class 17 contains 96054 members 
Mstep: Class 18 contains 54326 members 
Mstep: Class 19 contains 107010 members 
Mstep: Class 20 contains 37934 members 
Mstep: Class 21 contains 23439 members 
Mstep: Class 22 contains 19366 members 
Mstep: Class 23 contains 86201 members 
Mstep: Class 24 contains 5983 members 
Mstep: Class 25 contains 3252 members 
Mstep: Class 26 contains 112692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87169256.000000 Penalty: 16992.373047
Iteration 44Q: 27 clusters Score -8.716926e+07 nChanged 57015
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 147024 members 
Mstep: Class 2 contains 79794 members 
Mstep: Class 3 contains 22074 members 
Mstep: Class 4 contains 1078 members 
Mstep: Class 5 contains 198157 members 
Mstep: Class 6 contains 94105 members 
Mstep: Class 7 contains 4987 members 
Mstep: Class 8 contains 51008 members 
Mstep: Class 9 contains 215594 members 
Mstep: Class 10 contains 96603 members 
Mstep: Class 11 contains 1519 members 
Mstep: Class 12 contains 293 members 
Mstep: Class 13 contains 64374 members 
Mstep: Class 14 contains 130484 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 66508 members 
Mstep: Class 17 contains 100421 members 
Mstep: Class 18 contains 53083 members 
Mstep: Class 19 contains 106897 members 
Mstep: Class 20 contains 39046 members 
Mstep: Class 21 contains 21676 members 
Mstep: Class 22 contains 19547 members 
Mstep: Class 23 contains 83609 members 
Mstep: Class 24 contains 6158 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 117323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87180000.000000 Penalty: 16992.373047
Iteration 45Q: 27 clusters Score -8.718e+07 nChanged 54500
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 146293 members 
Mstep: Class 2 contains 86467 members 
Mstep: Class 3 contains 24898 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 5 contains 195200 members 
Mstep: Class 6 contains 94570 members 
Mstep: Class 7 contains 5441 members 
Mstep: Class 8 contains 52406 members 
Mstep: Class 9 contains 206515 members 
Mstep: Class 10 contains 100040 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 12 contains 294 members 
Mstep: Class 13 contains 58580 members 
Mstep: Class 14 contains 129242 members 
Mstep: Class 15 contains 5349 members 
Mstep: Class 16 contains 65611 members 
Mstep: Class 17 contains 104937 members 
Mstep: Class 18 contains 51492 members 
Mstep: Class 19 contains 105328 members 
Mstep: Class 20 contains 40054 members 
Mstep: Class 21 contains 20063 members 
Mstep: Class 22 contains 19666 members 
Mstep: Class 23 contains 83515 members 
Mstep: Class 24 contains 6299 members 
Mstep: Class 25 contains 3735 members 
Mstep: Class 26 contains 121705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87189192.000000 Penalty: 16992.373047
Iteration 46Q: 27 clusters Score -8.718919e+07 nChanged 55351
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 145661 members 
Mstep: Class 2 contains 94871 members 
Mstep: Class 3 contains 27651 members 
Mstep: Class 4 contains 1063 members 
Mstep: Class 5 contains 191974 members 
Mstep: Class 6 contains 93203 members 
Mstep: Class 7 contains 5897 members 
Mstep: Class 8 contains 53725 members 
Mstep: Class 9 contains 198629 members 
Mstep: Class 10 contains 103113 members 
Mstep: Class 11 contains 1391 members 
Mstep: Class 12 contains 298 members 
Mstep: Class 13 contains 53414 members 
Mstep: Class 14 contains 127708 members 
Mstep: Class 15 contains 5346 members 
Mstep: Class 16 contains 64469 members 
Mstep: Class 17 contains 109528 members 
Mstep: Class 18 contains 49470 members 
Mstep: Class 19 contains 102602 members 
Mstep: Class 20 contains 40836 members 
Mstep: Class 21 contains 18571 members 
Mstep: Class 22 contains 19737 members 
Mstep: Class 23 contains 85412 members 
Mstep: Class 24 contains 6415 members 
Mstep: Class 25 contains 3917 members 
Mstep: Class 26 contains 125342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195176.000000 Penalty: 16992.373047
Iteration 47Q: 27 clusters Score -8.719518e+07 nChanged 58131
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 145029 members 
Mstep: Class 2 contains 105730 members 
Mstep: Class 3 contains 30131 members 
Mstep: Class 4 contains 1017 members 
Mstep: Class 5 contains 188596 members 
Mstep: Class 6 contains 89509 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 55047 members 
Mstep: Class 9 contains 191342 members 
Mstep: Class 10 contains 105846 members 
Mstep: Class 11 contains 1293 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 48890 members 
Mstep: Class 14 contains 125946 members 
Mstep: Class 15 contains 5322 members 
Mstep: Class 16 contains 63428 members 
Mstep: Class 17 contains 114124 members 
Mstep: Class 18 contains 46993 members 
Mstep: Class 19 contains 99001 members 
Mstep: Class 20 contains 41540 members 
Mstep: Class 21 contains 17089 members 
Mstep: Class 22 contains 19738 members 
Mstep: Class 23 contains 88981 members 
Mstep: Class 24 contains 6540 members 
Mstep: Class 25 contains 4089 members 
Mstep: Class 26 contains 128349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196680.000000 Penalty: 16992.373047
Iteration 48Q: 27 clusters Score -8.719668e+07 nChanged 60661
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 144737 members 
Mstep: Class 2 contains 118367 members 
Mstep: Class 3 contains 32302 members 
Mstep: Class 4 contains 979 members 
Mstep: Class 5 contains 185262 members 
Mstep: Class 6 contains 83647 members 
Mstep: Class 7 contains 6781 members 
Mstep: Class 8 contains 56452 members 
Mstep: Class 9 contains 184905 members 
Mstep: Class 10 contains 108123 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 44997 members 
Mstep: Class 14 contains 124033 members 
Mstep: Class 15 contains 5294 members 
Mstep: Class 16 contains 62447 members 
Mstep: Class 17 contains 118696 members 
Mstep: Class 18 contains 44141 members 
Mstep: Class 19 contains 94998 members 
Mstep: Class 20 contains 42187 members 
Mstep: Class 21 contains 15598 members 
Mstep: Class 22 contains 19678 members 
Mstep: Class 23 contains 93628 members 
Mstep: Class 24 contains 6680 members 
Mstep: Class 25 contains 4245 members 
Mstep: Class 26 contains 130585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195528.000000 Penalty: 16992.373047
Iteration 49Q: 27 clusters Score -8.719553e+07 nChanged 58706
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 144941 members 
Mstep: Class 2 contains 127671 members 
Mstep: Class 3 contains 34119 members 
Mstep: Class 4 contains 932 members 
Mstep: Class 5 contains 182214 members 
Mstep: Class 6 contains 78185 members 
Mstep: Class 7 contains 7152 members 
Mstep: Class 8 contains 57921 members 
Mstep: Class 9 contains 180414 members 
Mstep: Class 10 contains 109467 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 303 members 
Mstep: Class 13 contains 41778 members 
Mstep: Class 14 contains 121790 members 
Mstep: Class 15 contains 5261 members 
Mstep: Class 16 contains 61495 members 
Mstep: Class 17 contains 123390 members 
Mstep: Class 18 contains 41402 members 
Mstep: Class 19 contains 91982 members 
Mstep: Class 20 contains 42682 members 
Mstep: Class 21 contains 14393 members 
Mstep: Class 22 contains 19621 members 
Mstep: Class 23 contains 98673 members 
Mstep: Class 24 contains 6797 members 
Mstep: Class 25 contains 4416 members 
Mstep: Class 26 contains 132170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87190368.000000 Penalty: 16992.373047
Iteration 50Q: 27 clusters Score -8.719037e+07 nChanged 51325
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 145020 members 
Mstep: Class 2 contains 130042 members 
Mstep: Class 3 contains 35623 members 
Mstep: Class 4 contains 899 members 
Mstep: Class 5 contains 179343 members 
Mstep: Class 6 contains 75605 members 
Mstep: Class 7 contains 7476 members 
Mstep: Class 8 contains 59402 members 
Mstep: Class 9 contains 176814 members 
Mstep: Class 10 contains 110076 members 
Mstep: Class 11 contains 962 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 39015 members 
Mstep: Class 14 contains 119557 members 
Mstep: Class 15 contains 5220 members 
Mstep: Class 16 contains 61009 members 
Mstep: Class 17 contains 128371 members 
Mstep: Class 18 contains 39536 members 
Mstep: Class 19 contains 90768 members 
Mstep: Class 20 contains 43257 members 
Mstep: Class 21 contains 13632 members 
Mstep: Class 22 contains 19542 members 
Mstep: Class 23 contains 103831 members 
Mstep: Class 24 contains 6932 members 
Mstep: Class 25 contains 4568 members 
Mstep: Class 26 contains 133441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87190088.000000 Penalty: 16992.373047
Iteration 51Q: 27 clusters Score -8.719009e+07 nChanged 45820
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 145106 members 
Mstep: Class 2 contains 128928 members 
Mstep: Class 3 contains 36823 members 
Mstep: Class 4 contains 867 members 
Mstep: Class 5 contains 176704 members 
Mstep: Class 6 contains 74275 members 
Mstep: Class 7 contains 7722 members 
Mstep: Class 8 contains 61024 members 
Mstep: Class 9 contains 173700 members 
Mstep: Class 10 contains 109978 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 36445 members 
Mstep: Class 14 contains 117294 members 
Mstep: Class 15 contains 5210 members 
Mstep: Class 16 contains 60630 members 
Mstep: Class 17 contains 133589 members 
Mstep: Class 18 contains 38159 members 
Mstep: Class 19 contains 90799 members 
Mstep: Class 20 contains 43972 members 
Mstep: Class 21 contains 13123 members 
Mstep: Class 22 contains 19450 members 
Mstep: Class 23 contains 108966 members 
Mstep: Class 24 contains 7093 members 
Mstep: Class 25 contains 4712 members 
Mstep: Class 26 contains 134495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87189776.000000 Penalty: 16992.373047
Iteration 52Q: 27 clusters Score -8.718978e+07 nChanged 42969
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 145697 members 
Mstep: Class 2 contains 126005 members 
Mstep: Class 3 contains 37733 members 
Mstep: Class 4 contains 836 members 
Mstep: Class 5 contains 174458 members 
Mstep: Class 6 contains 73439 members 
Mstep: Class 7 contains 7928 members 
Mstep: Class 8 contains 62883 members 
Mstep: Class 9 contains 170893 members 
Mstep: Class 10 contains 109139 members 
Mstep: Class 11 contains 805 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 34137 members 
Mstep: Class 14 contains 115164 members 
Mstep: Class 15 contains 5214 members 
Mstep: Class 16 contains 60098 members 
Mstep: Class 17 contains 139032 members 
Mstep: Class 18 contains 37016 members 
Mstep: Class 19 contains 91577 members 
Mstep: Class 20 contains 44658 members 
Mstep: Class 21 contains 12756 members 
Mstep: Class 22 contains 19356 members 
Mstep: Class 23 contains 114057 members 
Mstep: Class 24 contains 7207 members 
Mstep: Class 25 contains 4837 members 
Mstep: Class 26 contains 135014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87191696.000000 Penalty: 16992.373047
Iteration 53Q: 27 clusters Score -8.71917e+07 nChanged 43019
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 146071 members 
Mstep: Class 2 contains 122405 members 
Mstep: Class 3 contains 38440 members 
Mstep: Class 4 contains 818 members 
Mstep: Class 5 contains 172689 members 
Mstep: Class 6 contains 72724 members 
Mstep: Class 7 contains 8113 members 
Mstep: Class 8 contains 64865 members 
Mstep: Class 9 contains 168348 members 
Mstep: Class 10 contains 107389 members 
Mstep: Class 11 contains 735 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 32028 members 
Mstep: Class 14 contains 113233 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 59368 members 
Mstep: Class 17 contains 145526 members 
Mstep: Class 18 contains 35916 members 
Mstep: Class 19 contains 92689 members 
Mstep: Class 20 contains 45241 members 
Mstep: Class 21 contains 12478 members 
Mstep: Class 22 contains 19253 members 
Mstep: Class 23 contains 119158 members 
Mstep: Class 24 contains 7250 members 
Mstep: Class 25 contains 4939 members 
Mstep: Class 26 contains 135030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87194760.000000 Penalty: 16992.373047
Iteration 54Q: 27 clusters Score -8.719476e+07 nChanged 44888
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 118652 members 
Mstep: Class 3 contains 39015 members 
Mstep: Class 4 contains 807 members 
Mstep: Class 5 contains 171322 members 
Mstep: Class 6 contains 71872 members 
Mstep: Class 7 contains 8262 members 
Mstep: Class 8 contains 66965 members 
Mstep: Class 9 contains 165759 members 
Mstep: Class 10 contains 104889 members 
Mstep: Class 11 contains 666 members 
Mstep: Class 12 contains 304 members 
Mstep: Class 13 contains 30166 members 
Mstep: Class 14 contains 111378 members 
Mstep: Class 15 contains 5286 members 
Mstep: Class 16 contains 58429 members 
Mstep: Class 17 contains 153374 members 
Mstep: Class 18 contains 34873 members 
Mstep: Class 19 contains 93867 members 
Mstep: Class 20 contains 45667 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 19129 members 
Mstep: Class 23 contains 124263 members 
Mstep: Class 24 contains 7266 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 134628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196096.000000 Penalty: 16992.373047
Iteration 55Q: 27 clusters Score -8.71961e+07 nChanged 47068
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 146838 members 
Mstep: Class 2 contains 114895 members 
Mstep: Class 3 contains 39473 members 
Mstep: Class 4 contains 792 members 
Mstep: Class 5 contains 170293 members 
Mstep: Class 6 contains 70952 members 
Mstep: Class 7 contains 8388 members 
Mstep: Class 8 contains 69254 members 
Mstep: Class 9 contains 163056 members 
Mstep: Class 10 contains 101583 members 
Mstep: Class 11 contains 621 members 
Mstep: Class 12 contains 305 members 
Mstep: Class 13 contains 28550 members 
Mstep: Class 14 contains 109805 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 57262 members 
Mstep: Class 17 contains 161167 members 
Mstep: Class 18 contains 33868 members 
Mstep: Class 19 contains 95062 members 
Mstep: Class 20 contains 46038 members 
Mstep: Class 21 contains 12029 members 
Mstep: Class 22 contains 18990 members 
Mstep: Class 23 contains 129579 members 
Mstep: Class 24 contains 7205 members 
Mstep: Class 25 contains 5087 members 
Mstep: Class 26 contains 133737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87194304.000000 Penalty: 16992.373047
Iteration 56Q: 27 clusters Score -8.71943e+07 nChanged 48508
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 148953 members 
Mstep: Class 2 contains 111129 members 
Mstep: Class 3 contains 39843 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 169688 members 
Mstep: Class 6 contains 69858 members 
Mstep: Class 7 contains 8469 members 
Mstep: Class 8 contains 71733 members 
Mstep: Class 9 contains 159971 members 
Mstep: Class 10 contains 97670 members 
Mstep: Class 11 contains 583 members 
Mstep: Class 12 contains 302 members 
Mstep: Class 13 contains 27262 members 
Mstep: Class 14 contains 108783 members 
Mstep: Class 15 contains 5551 members 
Mstep: Class 16 contains 56024 members 
Mstep: Class 17 contains 167476 members 
Mstep: Class 18 contains 32902 members 
Mstep: Class 19 contains 96254 members 
Mstep: Class 20 contains 46446 members 
Mstep: Class 21 contains 11883 members 
Mstep: Class 22 contains 18877 members 
Mstep: Class 23 contains 134914 members 
Mstep: Class 24 contains 7129 members 
Mstep: Class 25 contains 5229 members 
Mstep: Class 26 contains 132555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87190040.000000 Penalty: 16992.373047
Iteration 57Q: 27 clusters Score -8.719004e+07 nChanged 48884
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 152237 members 
Mstep: Class 2 contains 107568 members 
Mstep: Class 3 contains 40062 members 
Mstep: Class 4 contains 716 members 
Mstep: Class 5 contains 169538 members 
Mstep: Class 6 contains 68697 members 
Mstep: Class 7 contains 8534 members 
Mstep: Class 8 contains 74599 members 
Mstep: Class 9 contains 156196 members 
Mstep: Class 10 contains 93471 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 26238 members 
Mstep: Class 14 contains 108186 members 
Mstep: Class 15 contains 5706 members 
Mstep: Class 16 contains 54720 members 
Mstep: Class 17 contains 172306 members 
Mstep: Class 18 contains 32047 members 
Mstep: Class 19 contains 97337 members 
Mstep: Class 20 contains 46806 members 
Mstep: Class 21 contains 11754 members 
Mstep: Class 22 contains 18780 members 
Mstep: Class 23 contains 140264 members 
Mstep: Class 24 contains 7032 members 
Mstep: Class 25 contains 5452 members 
Mstep: Class 26 contains 131152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87188032.000000 Penalty: 16992.373047
Iteration 58Q: 27 clusters Score -8.718803e+07 nChanged 47220
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 154018 members 
Mstep: Class 2 contains 104384 members 
Mstep: Class 3 contains 40143 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 169287 members 
Mstep: Class 6 contains 67890 members 
Mstep: Class 7 contains 8577 members 
Mstep: Class 8 contains 77933 members 
Mstep: Class 9 contains 154188 members 
Mstep: Class 10 contains 89090 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 297 members 
Mstep: Class 13 contains 25386 members 
Mstep: Class 14 contains 108095 members 
Mstep: Class 15 contains 5874 members 
Mstep: Class 16 contains 53194 members 
Mstep: Class 17 contains 175667 members 
Mstep: Class 18 contains 31364 members 
Mstep: Class 19 contains 98323 members 
Mstep: Class 20 contains 47229 members 
Mstep: Class 21 contains 11647 members 
Mstep: Class 22 contains 18715 members 
Mstep: Class 23 contains 145593 members 
Mstep: Class 24 contains 6932 members 
Mstep: Class 25 contains 5716 members 
Mstep: Class 26 contains 129512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 632.480469 but Gain 653.552734
Score: -87187392.000000 Penalty: 16338.820312
Iteration 59Q: 26 clusters Score -8.718739e+07 nChanged 42059
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 101865 members 
Mstep: Class 3 contains 40103 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 169211 members 
Mstep: Class 6 contains 67556 members 
Mstep: Class 7 contains 8593 members 
Mstep: Class 8 contains 81364 members 
Mstep: Class 9 contains 153226 members 
Mstep: Class 10 contains 85180 members 
Mstep: Class 12 contains 294 members 
Mstep: Class 13 contains 24585 members 
Mstep: Class 14 contains 107986 members 
Mstep: Class 15 contains 6071 members 
Mstep: Class 16 contains 51953 members 
Mstep: Class 17 contains 178145 members 
Mstep: Class 18 contains 30967 members 
Mstep: Class 19 contains 99199 members 
Mstep: Class 20 contains 47826 members 
Mstep: Class 21 contains 11635 members 
Mstep: Class 22 contains 18664 members 
Mstep: Class 23 contains 150724 members 
Mstep: Class 24 contains 6845 members 
Mstep: Class 25 contains 5949 members 
Mstep: Class 26 contains 127797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87207272.000000 Penalty: 16338.820312
Iteration 60F: 26 clusters Score -8.720727e+07 nChanged 59921
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 154131 members 
Mstep: Class 2 contains 112014 members 
Mstep: Class 3 contains 42319 members 
Mstep: Class 4 contains 665 members 
Mstep: Class 5 contains 168275 members 
Mstep: Class 6 contains 60535 members 
Mstep: Class 7 contains 8664 members 
Mstep: Class 8 contains 84779 members 
Mstep: Class 9 contains 146394 members 
Mstep: Class 10 contains 82137 members 
Mstep: Class 12 contains 299 members 
Mstep: Class 13 contains 23257 members 
Mstep: Class 14 contains 107237 members 
Mstep: Class 15 contains 5989 members 
Mstep: Class 16 contains 50978 members 
Mstep: Class 17 contains 183323 members 
Mstep: Class 18 contains 28889 members 
Mstep: Class 19 contains 98437 members 
Mstep: Class 20 contains 48612 members 
Mstep: Class 21 contains 10957 members 
Mstep: Class 22 contains 18554 members 
Mstep: Class 23 contains 153736 members 
Mstep: Class 24 contains 6944 members 
Mstep: Class 25 contains 6618 members 
Mstep: Class 26 contains 126509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87200120.000000 Penalty: 16338.820312
Iteration 61Q: 26 clusters Score -8.720012e+07 nChanged 61112
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 156544 members 
Mstep: Class 2 contains 120169 members 
Mstep: Class 3 contains 43987 members 
Mstep: Class 4 contains 675 members 
Mstep: Class 5 contains 167446 members 
Mstep: Class 6 contains 54457 members 
Mstep: Class 7 contains 8724 members 
Mstep: Class 8 contains 87981 members 
Mstep: Class 9 contains 138448 members 
Mstep: Class 10 contains 79231 members 
Mstep: Class 12 contains 277 members 
Mstep: Class 13 contains 22084 members 
Mstep: Class 14 contains 106821 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 50977 members 
Mstep: Class 17 contains 186657 members 
Mstep: Class 18 contains 27130 members 
Mstep: Class 19 contains 98292 members 
Mstep: Class 20 contains 49845 members 
Mstep: Class 21 contains 10326 members 
Mstep: Class 22 contains 18449 members 
Mstep: Class 23 contains 156086 members 
Mstep: Class 24 contains 7062 members 
Mstep: Class 25 contains 7349 members 
Mstep: Class 26 contains 125598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87193912.000000 Penalty: 16338.820312
Iteration 62Q: 26 clusters Score -8.719391e+07 nChanged 52826
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 157940 members 
Mstep: Class 2 contains 126645 members 
Mstep: Class 3 contains 45435 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 166536 members 
Mstep: Class 6 contains 49565 members 
Mstep: Class 7 contains 8784 members 
Mstep: Class 8 contains 91400 members 
Mstep: Class 9 contains 131933 members 
Mstep: Class 10 contains 77119 members 
Mstep: Class 12 contains 260 members 
Mstep: Class 13 contains 21101 members 
Mstep: Class 14 contains 106388 members 
Mstep: Class 15 contains 5073 members 
Mstep: Class 16 contains 51806 members 
Mstep: Class 17 contains 188297 members 
Mstep: Class 18 contains 25808 members 
Mstep: Class 19 contains 98990 members 
Mstep: Class 20 contains 51319 members 
Mstep: Class 21 contains 9806 members 
Mstep: Class 22 contains 18329 members 
Mstep: Class 23 contains 156896 members 
Mstep: Class 24 contains 7216 members 
Mstep: Class 25 contains 8159 members 
Mstep: Class 26 contains 124746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87191040.000000 Penalty: 16338.820312
Iteration 63Q: 26 clusters Score -8.719104e+07 nChanged 46802
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 158488 members 
Mstep: Class 2 contains 131490 members 
Mstep: Class 3 contains 46748 members 
Mstep: Class 4 contains 723 members 
Mstep: Class 5 contains 165760 members 
Mstep: Class 6 contains 45928 members 
Mstep: Class 7 contains 8828 members 
Mstep: Class 8 contains 95086 members 
Mstep: Class 9 contains 126255 members 
Mstep: Class 10 contains 75670 members 
Mstep: Class 12 contains 256 members 
Mstep: Class 13 contains 20180 members 
Mstep: Class 14 contains 105940 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 52852 members 
Mstep: Class 17 contains 189059 members 
Mstep: Class 18 contains 24901 members 
Mstep: Class 19 contains 100151 members 
Mstep: Class 20 contains 52848 members 
Mstep: Class 21 contains 9431 members 
Mstep: Class 22 contains 18200 members 
Mstep: Class 23 contains 156550 members 
Mstep: Class 24 contains 7376 members 
Mstep: Class 25 contains 9084 members 
Mstep: Class 26 contains 123901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87188352.000000 Penalty: 16338.820312
Iteration 64Q: 26 clusters Score -8.718835e+07 nChanged 42638
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 159129 members 
Mstep: Class 2 contains 134862 members 
Mstep: Class 3 contains 47967 members 
Mstep: Class 4 contains 748 members 
Mstep: Class 5 contains 165068 members 
Mstep: Class 6 contains 43188 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 98850 members 
Mstep: Class 9 contains 121109 members 
Mstep: Class 10 contains 74462 members 
Mstep: Class 12 contains 258 members 
Mstep: Class 13 contains 19293 members 
Mstep: Class 14 contains 105403 members 
Mstep: Class 15 contains 4174 members 
Mstep: Class 16 contains 54065 members 
Mstep: Class 17 contains 189450 members 
Mstep: Class 18 contains 24272 members 
Mstep: Class 19 contains 101554 members 
Mstep: Class 20 contains 54293 members 
Mstep: Class 21 contains 9188 members 
Mstep: Class 22 contains 18096 members 
Mstep: Class 23 contains 155468 members 
Mstep: Class 24 contains 7526 members 
Mstep: Class 25 contains 10012 members 
Mstep: Class 26 contains 122970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87189088.000000 Penalty: 16338.820312
Iteration 65Q: 26 clusters Score -8.718909e+07 nChanged 38939
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 159521 members 
Mstep: Class 2 contains 137125 members 
Mstep: Class 3 contains 49074 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 164442 members 
Mstep: Class 6 contains 41104 members 
Mstep: Class 7 contains 8836 members 
Mstep: Class 8 contains 102765 members 
Mstep: Class 9 contains 116479 members 
Mstep: Class 10 contains 73506 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 18522 members 
Mstep: Class 14 contains 104845 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 55267 members 
Mstep: Class 17 contains 189577 members 
Mstep: Class 18 contains 23864 members 
Mstep: Class 19 contains 103032 members 
Mstep: Class 20 contains 55649 members 
Mstep: Class 21 contains 8997 members 
Mstep: Class 22 contains 17991 members 
Mstep: Class 23 contains 154092 members 
Mstep: Class 24 contains 7748 members 
Mstep: Class 25 contains 10905 members 
Mstep: Class 26 contains 121922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87189496.000000 Penalty: 16338.820312
Iteration 66Q: 26 clusters Score -8.71895e+07 nChanged 36232
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 159775 members 
Mstep: Class 2 contains 138456 members 
Mstep: Class 3 contains 49932 members 
Mstep: Class 4 contains 777 members 
Mstep: Class 5 contains 163974 members 
Mstep: Class 6 contains 39357 members 
Mstep: Class 7 contains 8831 members 
Mstep: Class 8 contains 106765 members 
Mstep: Class 9 contains 112242 members 
Mstep: Class 10 contains 72714 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 17812 members 
Mstep: Class 14 contains 104239 members 
Mstep: Class 15 contains 3881 members 
Mstep: Class 16 contains 56551 members 
Mstep: Class 17 contains 189698 members 
Mstep: Class 18 contains 23589 members 
Mstep: Class 19 contains 104599 members 
Mstep: Class 20 contains 57008 members 
Mstep: Class 21 contains 8863 members 
Mstep: Class 22 contains 17901 members 
Mstep: Class 23 contains 152728 members 
Mstep: Class 24 contains 7967 members 
Mstep: Class 25 contains 11668 members 
Mstep: Class 26 contains 120673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87190080.000000 Penalty: 16338.820312
Iteration 67Q: 26 clusters Score -8.719008e+07 nChanged 34375
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 160023 members 
Mstep: Class 2 contains 139019 members 
Mstep: Class 3 contains 50638 members 
Mstep: Class 4 contains 788 members 
Mstep: Class 5 contains 163817 members 
Mstep: Class 6 contains 37879 members 
Mstep: Class 7 contains 8809 members 
Mstep: Class 8 contains 110807 members 
Mstep: Class 9 contains 107999 members 
Mstep: Class 10 contains 72073 members 
Mstep: Class 12 contains 251 members 
Mstep: Class 13 contains 17142 members 
Mstep: Class 14 contains 103602 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 57854 members 
Mstep: Class 17 contains 189803 members 
Mstep: Class 18 contains 23375 members 
Mstep: Class 19 contains 106306 members 
Mstep: Class 20 contains 58276 members 
Mstep: Class 21 contains 8807 members 
Mstep: Class 22 contains 17813 members 
Mstep: Class 23 contains 151448 members 
Mstep: Class 24 contains 8213 members 
Mstep: Class 25 contains 12307 members 
Mstep: Class 26 contains 119302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87190408.000000 Penalty: 16338.820312
Iteration 68Q: 26 clusters Score -8.719041e+07 nChanged 33773
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 160007 members 
Mstep: Class 2 contains 139074 members 
Mstep: Class 3 contains 51303 members 
Mstep: Class 4 contains 798 members 
Mstep: Class 5 contains 163786 members 
Mstep: Class 6 contains 36573 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 114873 members 
Mstep: Class 9 contains 103891 members 
Mstep: Class 10 contains 71621 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 16491 members 
Mstep: Class 14 contains 102926 members 
Mstep: Class 15 contains 3975 members 
Mstep: Class 16 contains 59143 members 
Mstep: Class 17 contains 190021 members 
Mstep: Class 18 contains 23152 members 
Mstep: Class 19 contains 108204 members 
Mstep: Class 20 contains 59513 members 
Mstep: Class 21 contains 8773 members 
Mstep: Class 22 contains 17715 members 
Mstep: Class 23 contains 150300 members 
Mstep: Class 24 contains 8441 members 
Mstep: Class 25 contains 12856 members 
Mstep: Class 26 contains 117784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87190448.000000 Penalty: 16338.820312
Iteration 69Q: 26 clusters Score -8.719045e+07 nChanged 32996
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 138578 members 
Mstep: Class 3 contains 51840 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 163945 members 
Mstep: Class 6 contains 35413 members 
Mstep: Class 7 contains 8734 members 
Mstep: Class 8 contains 118833 members 
Mstep: Class 9 contains 99870 members 
Mstep: Class 10 contains 71344 members 
Mstep: Class 12 contains 249 members 
Mstep: Class 13 contains 15901 members 
Mstep: Class 14 contains 102327 members 
Mstep: Class 15 contains 4115 members 
Mstep: Class 16 contains 60422 members 
Mstep: Class 17 contains 190337 members 
Mstep: Class 18 contains 22905 members 
Mstep: Class 19 contains 110098 members 
Mstep: Class 20 contains 60721 members 
Mstep: Class 21 contains 8808 members 
Mstep: Class 22 contains 17633 members 
Mstep: Class 23 contains 149314 members 
Mstep: Class 24 contains 8680 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 116259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87191416.000000 Penalty: 16338.820312
Iteration 70Q: 26 clusters Score -8.719142e+07 nChanged 32429
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 159546 members 
Mstep: Class 2 contains 137540 members 
Mstep: Class 3 contains 52242 members 
Mstep: Class 4 contains 819 members 
Mstep: Class 5 contains 164243 members 
Mstep: Class 6 contains 34307 members 
Mstep: Class 7 contains 8689 members 
Mstep: Class 8 contains 122765 members 
Mstep: Class 9 contains 95962 members 
Mstep: Class 10 contains 71111 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 15325 members 
Mstep: Class 14 contains 101736 members 
Mstep: Class 15 contains 4289 members 
Mstep: Class 16 contains 61709 members 
Mstep: Class 17 contains 190818 members 
Mstep: Class 18 contains 22677 members 
Mstep: Class 19 contains 111996 members 
Mstep: Class 20 contains 61878 members 
Mstep: Class 21 contains 8926 members 
Mstep: Class 22 contains 17545 members 
Mstep: Class 23 contains 148521 members 
Mstep: Class 24 contains 8955 members 
Mstep: Class 25 contains 13699 members 
Mstep: Class 26 contains 114708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87193880.000000 Penalty: 16338.820312
Iteration 71Q: 26 clusters Score -8.719388e+07 nChanged 31882
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 136205 members 
Mstep: Class 3 contains 52684 members 
Mstep: Class 4 contains 824 members 
Mstep: Class 5 contains 164730 members 
Mstep: Class 6 contains 33294 members 
Mstep: Class 7 contains 8644 members 
Mstep: Class 8 contains 126472 members 
Mstep: Class 9 contains 92083 members 
Mstep: Class 10 contains 70922 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 14757 members 
Mstep: Class 14 contains 101174 members 
Mstep: Class 15 contains 4471 members 
Mstep: Class 16 contains 62859 members 
Mstep: Class 17 contains 191472 members 
Mstep: Class 18 contains 22423 members 
Mstep: Class 19 contains 113987 members 
Mstep: Class 20 contains 62935 members 
Mstep: Class 21 contains 9081 members 
Mstep: Class 22 contains 17486 members 
Mstep: Class 23 contains 147861 members 
Mstep: Class 24 contains 9224 members 
Mstep: Class 25 contains 14022 members 
Mstep: Class 26 contains 113044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87195320.000000 Penalty: 16338.820312
Iteration 72Q: 26 clusters Score -8.719532e+07 nChanged 31585
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 159121 members 
Mstep: Class 2 contains 134654 members 
Mstep: Class 3 contains 52997 members 
Mstep: Class 4 contains 833 members 
Mstep: Class 5 contains 165338 members 
Mstep: Class 6 contains 32372 members 
Mstep: Class 7 contains 8569 members 
Mstep: Class 8 contains 129871 members 
Mstep: Class 9 contains 88449 members 
Mstep: Class 10 contains 70941 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 14187 members 
Mstep: Class 14 contains 100750 members 
Mstep: Class 15 contains 4681 members 
Mstep: Class 16 contains 63834 members 
Mstep: Class 17 contains 192091 members 
Mstep: Class 18 contains 22126 members 
Mstep: Class 19 contains 115981 members 
Mstep: Class 20 contains 64055 members 
Mstep: Class 21 contains 9270 members 
Mstep: Class 22 contains 17422 members 
Mstep: Class 23 contains 147175 members 
Mstep: Class 24 contains 9502 members 
Mstep: Class 25 contains 14366 members 
Mstep: Class 26 contains 111431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87196160.000000 Penalty: 16338.820312
Iteration 73Q: 26 clusters Score -8.719616e+07 nChanged 30283
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 158834 members 
Mstep: Class 2 contains 133168 members 
Mstep: Class 3 contains 53233 members 
Mstep: Class 4 contains 833 members 
Mstep: Class 5 contains 166069 members 
Mstep: Class 6 contains 31491 members 
Mstep: Class 7 contains 8473 members 
Mstep: Class 8 contains 132985 members 
Mstep: Class 9 contains 85140 members 
Mstep: Class 10 contains 71053 members 
Mstep: Class 12 contains 234 members 
Mstep: Class 13 contains 13619 members 
Mstep: Class 14 contains 100422 members 
Mstep: Class 15 contains 4911 members 
Mstep: Class 16 contains 64681 members 
Mstep: Class 17 contains 192670 members 
Mstep: Class 18 contains 21823 members 
Mstep: Class 19 contains 117823 members 
Mstep: Class 20 contains 65218 members 
Mstep: Class 21 contains 9470 members 
Mstep: Class 22 contains 17411 members 
Mstep: Class 23 contains 146033 members 
Mstep: Class 24 contains 9812 members 
Mstep: Class 25 contains 14686 members 
Mstep: Class 26 contains 110161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199056.000000 Penalty: 16338.820312
Iteration 74Q: 26 clusters Score -8.719906e+07 nChanged 29362
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 158307 members 
Mstep: Class 2 contains 131848 members 
Mstep: Class 3 contains 53406 members 
Mstep: Class 4 contains 834 members 
Mstep: Class 5 contains 166762 members 
Mstep: Class 6 contains 30696 members 
Mstep: Class 7 contains 8373 members 
Mstep: Class 8 contains 135706 members 
Mstep: Class 9 contains 82343 members 
Mstep: Class 10 contains 71372 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 13070 members 
Mstep: Class 14 contains 100231 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 65472 members 
Mstep: Class 17 contains 193185 members 
Mstep: Class 18 contains 21540 members 
Mstep: Class 19 contains 119377 members 
Mstep: Class 20 contains 66385 members 
Mstep: Class 21 contains 9676 members 
Mstep: Class 22 contains 17430 members 
Mstep: Class 23 contains 144586 members 
Mstep: Class 24 contains 10151 members 
Mstep: Class 25 contains 14976 members 
Mstep: Class 26 contains 109210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199488.000000 Penalty: 16338.820312
Iteration 75Q: 26 clusters Score -8.719949e+07 nChanged 28292
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 130570 members 
Mstep: Class 3 contains 53518 members 
Mstep: Class 4 contains 835 members 
Mstep: Class 5 contains 167461 members 
Mstep: Class 6 contains 30010 members 
Mstep: Class 7 contains 8250 members 
Mstep: Class 8 contains 138240 members 
Mstep: Class 9 contains 80005 members 
Mstep: Class 10 contains 71803 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 12580 members 
Mstep: Class 14 contains 100060 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 66234 members 
Mstep: Class 17 contains 193658 members 
Mstep: Class 18 contains 21309 members 
Mstep: Class 19 contains 120548 members 
Mstep: Class 20 contains 67468 members 
Mstep: Class 21 contains 9862 members 
Mstep: Class 22 contains 17472 members 
Mstep: Class 23 contains 142979 members 
Mstep: Class 24 contains 10498 members 
Mstep: Class 25 contains 15241 members 
Mstep: Class 26 contains 108606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199216.000000 Penalty: 16338.820312
Iteration 76Q: 26 clusters Score -8.719922e+07 nChanged 27577
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 156829 members 
Mstep: Class 2 contains 129367 members 
Mstep: Class 3 contains 53703 members 
Mstep: Class 4 contains 840 members 
Mstep: Class 5 contains 168241 members 
Mstep: Class 6 contains 29353 members 
Mstep: Class 7 contains 8138 members 
Mstep: Class 8 contains 140521 members 
Mstep: Class 9 contains 77912 members 
Mstep: Class 10 contains 72311 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 12107 members 
Mstep: Class 14 contains 99977 members 
Mstep: Class 15 contains 5362 members 
Mstep: Class 16 contains 66783 members 
Mstep: Class 17 contains 194051 members 
Mstep: Class 18 contains 21080 members 
Mstep: Class 19 contains 121479 members 
Mstep: Class 20 contains 68439 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 17536 members 
Mstep: Class 23 contains 141275 members 
Mstep: Class 24 contains 10887 members 
Mstep: Class 25 contains 15527 members 
Mstep: Class 26 contains 108277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199440.000000 Penalty: 16338.820312
Iteration 77Q: 26 clusters Score -8.719944e+07 nChanged 26769
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 156088 members 
Mstep: Class 2 contains 128197 members 
Mstep: Class 3 contains 54037 members 
Mstep: Class 4 contains 840 members 
Mstep: Class 5 contains 169023 members 
Mstep: Class 6 contains 28738 members 
Mstep: Class 7 contains 8043 members 
Mstep: Class 8 contains 142378 members 
Mstep: Class 9 contains 76222 members 
Mstep: Class 10 contains 72839 members 
Mstep: Class 12 contains 230 members 
Mstep: Class 13 contains 11637 members 
Mstep: Class 14 contains 100108 members 
Mstep: Class 15 contains 5495 members 
Mstep: Class 16 contains 67099 members 
Mstep: Class 17 contains 194324 members 
Mstep: Class 18 contains 20833 members 
Mstep: Class 19 contains 122217 members 
Mstep: Class 20 contains 69352 members 
Mstep: Class 21 contains 10144 members 
Mstep: Class 22 contains 17660 members 
Mstep: Class 23 contains 139495 members 
Mstep: Class 24 contains 11329 members 
Mstep: Class 25 contains 15770 members 
Mstep: Class 26 contains 108155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87199680.000000 Penalty: 16338.820312
Iteration 78Q: 26 clusters Score -8.719968e+07 nChanged 25684
Entering ConstructFrom: 
Score: -87199680.000000 Penalty: 16338.820312
Entering ConstructFrom: 
Trying to split cluster 1 (155157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155157 members 
Entering Unmasked Estep 
Score: -8265554.500000 Penalty: 543.824768
	Iteration 0F: 2 clusters Score -8265554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77889 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -8167989.500000 Penalty: 1087.649536
	Iteration 0F: 3 clusters Score -8167990 nChanged 76133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90704 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -8215325.000000 Penalty: 1087.649536
	Iteration 1F: 3 clusters Score -8215325 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -8220364.000000 Penalty: 1087.649536
	Iteration 2F: 3 clusters Score -8220364 nChanged 13305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112774 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -8228757.500000 Penalty: 1087.649536
	Iteration 3F: 3 clusters Score -8228758 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125965 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -8239903.500000 Penalty: 1087.649536
	Iteration 4F: 3 clusters Score -8239904 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136796 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -8250595.500000 Penalty: 1087.649536
	Iteration 5F: 3 clusters Score -8250596 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143198 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -8257498.500000 Penalty: 1087.649536
	Iteration 6Q: 3 clusters Score -8257498 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145926 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -8260930.000000 Penalty: 1087.649536
	Iteration 7Q: 3 clusters Score -8260930 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146984 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -8262343.000000 Penalty: 1087.649536
	Iteration 8Q: 3 clusters Score -8262343 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147573 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -8262948.500000 Penalty: 1087.649536
	Iteration 9Q: 3 clusters Score -8262948 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147985 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8263258 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148258 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8263388 nChanged 560
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148428 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8263515 nChanged 468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148524 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8263570 nChanged 413
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Mstep: Class 1 contains 148565 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8263606 nChanged 391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 148538 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8263650 nChanged 379
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148501 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8263642 nChanged 343
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Mstep: Class 1 contains 148438 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8263572 nChanged 370
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Mstep: Class 1 contains 148320 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8263554 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148151 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8263572 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8263596 nChanged 417
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147649 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8263575 nChanged 398
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Mstep: Class 1 contains 147371 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8263601 nChanged 418
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Mstep: Class 1 contains 147079 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8263562 nChanged 448
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Mstep: Class 1 contains 146717 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8263562 nChanged 493
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146306 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8263510 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145823 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8263492 nChanged 642
Entering Unmasked Mstep 
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Mstep: Class 1 contains 145299 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8263442 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8263408 nChanged 762
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Mstep: Class 1 contains 144005 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8263364 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143298 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8263305 nChanged 854
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Mstep: Class 1 contains 142510 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8263206 nChanged 883
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Mstep: Class 1 contains 141683 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8263216 nChanged 823
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140910 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8263114 nChanged 776
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Mstep: Class 1 contains 140194 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8263068 nChanged 712
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Mstep: Class 1 contains 139530 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8262990 nChanged 580
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Mstep: Class 1 contains 138980 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8262912 nChanged 416
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Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8262892 nChanged 335
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Mstep: Class 1 contains 138233 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8262826 nChanged 281
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Mstep: Class 1 contains 137952 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8262818 nChanged 254
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Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8263053 nChanged 894
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Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8262946 nChanged 933
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Mstep: Class 1 contains 135875 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8262936 nChanged 991
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Mstep: Class 1 contains 134904 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8262840 nChanged 1039
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8262773 nChanged 1055
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Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8262702 nChanged 1086
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Mstep: Class 2 contains 24379 members 
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	Iteration 47Q: 3 clusters Score -8262637 nChanged 1090
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Mstep: Class 1 contains 129706 members 
Mstep: Class 2 contains 25451 members 
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	Iteration 48Q: 3 clusters Score -8262536 nChanged 1022
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Mstep: Class 1 contains 128692 members 
Mstep: Class 2 contains 26465 members 
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	Iteration 49Q: 3 clusters Score -8262478 nChanged 958
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Mstep: Class 1 contains 127748 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8262434 nChanged 911
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Mstep: Class 1 contains 126843 members 
Mstep: Class 2 contains 28314 members 
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	Iteration 51Q: 3 clusters Score -8262395 nChanged 884
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Mstep: Class 1 contains 125959 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8262328 nChanged 813
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Mstep: Class 2 contains 30011 members 
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	Iteration 53Q: 3 clusters Score -8262212 nChanged 778
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Mstep: Class 1 contains 124368 members 
Mstep: Class 2 contains 30789 members 
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	Iteration 54Q: 3 clusters Score -8262156 nChanged 742
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Mstep: Class 1 contains 123626 members 
Mstep: Class 2 contains 31531 members 
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	Iteration 55Q: 3 clusters Score -8262081 nChanged 734
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Mstep: Class 1 contains 122892 members 
Mstep: Class 2 contains 32265 members 
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	Iteration 56Q: 3 clusters Score -8262036 nChanged 735
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Mstep: Class 1 contains 122157 members 
Mstep: Class 2 contains 33000 members 
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	Iteration 57Q: 3 clusters Score -8261938 nChanged 738
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	Iteration 58Q: 3 clusters Score -8261900 nChanged 700
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	Iteration 59Q: 3 clusters Score -8261840 nChanged 644
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	Iteration 60F: 3 clusters Score -8261838 nChanged 831
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Mstep: Class 2 contains 35913 members 
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	Iteration 61Q: 3 clusters Score -8261791 nChanged 803
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	Iteration 62Q: 3 clusters Score -8261732 nChanged 828
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	Iteration 63Q: 3 clusters Score -8261712 nChanged 773
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	Iteration 64Q: 3 clusters Score -8261672 nChanged 746
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	Iteration 65Q: 3 clusters Score -8261685 nChanged 702
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	Iteration 66Q: 3 clusters Score -8261628 nChanged 639
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	Iteration 67Q: 3 clusters Score -8261582 nChanged 589
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8261534 nChanged 525
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	Iteration 69Q: 3 clusters Score -8261518 nChanged 492
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	Iteration 70Q: 3 clusters Score -8261499 nChanged 481
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Mstep: Class 1 contains 112666 members 
Mstep: Class 2 contains 42491 members 
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	Iteration 71Q: 3 clusters Score -8261502 nChanged 422
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	Iteration 72Q: 3 clusters Score -8261518 nChanged 377
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	Iteration 73Q: 3 clusters Score -8261464 nChanged 341
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	Iteration 74Q: 3 clusters Score -8261485 nChanged 328
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	Iteration 75Q: 3 clusters Score -8261480 nChanged 280
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	Iteration 76Q: 3 clusters Score -8261470 nChanged 248
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	Iteration 77Q: 3 clusters Score -8261492 nChanged 231
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	Iteration 78Q: 3 clusters Score -8261477 nChanged 224
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	Iteration 79Q: 3 clusters Score -8261504 nChanged 214
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	Iteration 80F: 3 clusters Score -8261491 nChanged 188
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	Iteration 81Q: 3 clusters Score -8261470 nChanged 188
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	Iteration 82Q: 3 clusters Score -8261506 nChanged 174
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	Iteration 83Q: 3 clusters Score -8261496 nChanged 148
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	Iteration 84Q: 3 clusters Score -8261490 nChanged 143
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	Iteration 85Q: 3 clusters Score -8261476 nChanged 155
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	Iteration 86Q: 3 clusters Score -8261467 nChanged 148
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	Iteration 87Q: 3 clusters Score -8261464 nChanged 118
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	Iteration 88Q: 3 clusters Score -8261462 nChanged 73
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	Iteration 89Q: 3 clusters Score -8261468 nChanged 65
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	Iteration 90Q: 3 clusters Score -8261471 nChanged 71
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	Iteration 91Q: 3 clusters Score -8261478 nChanged 54
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	Iteration 92Q: 3 clusters Score -8261485 nChanged 50
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	Iteration 93Q: 3 clusters Score -8261493 nChanged 40
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	Iteration 94Q: 3 clusters Score -8261492 nChanged 46
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	Iteration 95Q: 3 clusters Score -8261495 nChanged 59
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	Iteration 96Q: 3 clusters Score -8261480 nChanged 62
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	Iteration 97Q: 3 clusters Score -8261488 nChanged 59
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	Iteration 98Q: 3 clusters Score -8261494 nChanged 46
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8261483 nChanged 43
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	Iteration 100F: 3 clusters Score -8261478 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -8261487.500000 Penalty: 1087.649536
	Iteration 101Q: 3 clusters Score -8261488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108166 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -8261504.000000 Penalty: 1087.649536
	Iteration 102Q: 3 clusters Score -8261504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108118 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -8261507.000000 Penalty: 1087.649536
	Iteration 103Q: 3 clusters Score -8261507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108086 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -8261502.000000 Penalty: 1087.649536
	Iteration 104Q: 3 clusters Score -8261502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108043 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -8261497.500000 Penalty: 1087.649536
	Iteration 105Q: 3 clusters Score -8261498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -8261490.000000 Penalty: 1087.649536
	Iteration 106Q: 3 clusters Score -8261490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107956 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -8261488.500000 Penalty: 1087.649536
	Iteration 107Q: 3 clusters Score -8261488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107917 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -8261490.000000 Penalty: 1087.649536
	Iteration 108Q: 3 clusters Score -8261490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -8261487.000000 Penalty: 1087.649536
	Iteration 109Q: 3 clusters Score -8261487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107861 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -8261490.500000 Penalty: 1087.649536
	Iteration 110Q: 3 clusters Score -8261490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107844 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -8261496.500000 Penalty: 1087.649536
	Iteration 111Q: 3 clusters Score -8261496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107825 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -8261507.000000 Penalty: 1087.649536
	Iteration 112Q: 3 clusters Score -8261507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -8261509.500000 Penalty: 1087.649536
	Iteration 113Q: 3 clusters Score -8261510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107789 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8261509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107768 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -8261512.500000 Penalty: 1087.649536
	Iteration 115Q: 3 clusters Score -8261512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -8261513.500000 Penalty: 1087.649536
	Iteration 116Q: 3 clusters Score -8261514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -8261509.500000 Penalty: 1087.649536
	Iteration 117Q: 3 clusters Score -8261510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107706 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -8261509.500000 Penalty: 1087.649536
	Iteration 118Q: 3 clusters Score -8261510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -8261505.500000 Penalty: 1087.649536
	Iteration 119Q: 3 clusters Score -8261506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107669 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -8261509.000000 Penalty: 1087.649536
	Iteration 120F: 3 clusters Score -8261509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107652 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -8261502.000000 Penalty: 1087.649536
	Iteration 121Q: 3 clusters Score -8261502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107638 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -8261500.000000 Penalty: 1087.649536
	Iteration 122Q: 3 clusters Score -8261500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107631 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8261505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107621 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8261502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107608 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -8261501.500000 Penalty: 1087.649536
	Iteration 125Q: 3 clusters Score -8261502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107593 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -8261492.500000 Penalty: 1087.649536
	Iteration 126Q: 3 clusters Score -8261492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107577 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -8261494.000000 Penalty: 1087.649536
	Iteration 127Q: 3 clusters Score -8261494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107563 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -8261498.000000 Penalty: 1087.649536
	Iteration 128Q: 3 clusters Score -8261498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107543 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -8261495.000000 Penalty: 1087.649536
	Iteration 129Q: 3 clusters Score -8261495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -8261495.500000 Penalty: 1087.649536
	Iteration 130Q: 3 clusters Score -8261496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107523 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -8261494.000000 Penalty: 1087.649536
	Iteration 131Q: 3 clusters Score -8261494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -8261485.500000 Penalty: 1087.649536
	Iteration 132Q: 3 clusters Score -8261486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107507 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8261494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107505 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -8261490.500000 Penalty: 1087.649536
	Iteration 134Q: 3 clusters Score -8261490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -8261491.000000 Penalty: 1087.649536
	Iteration 135Q: 3 clusters Score -8261491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8261493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107501 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -8261492.000000 Penalty: 1087.649536
	Iteration 137Q: 3 clusters Score -8261492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -8261491.500000 Penalty: 1087.649536
	Iteration 138Q: 3 clusters Score -8261492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107499 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -8261492.500000 Penalty: 1087.649536
	Iteration 139Q: 3 clusters Score -8261492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107497 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -8261488.000000 Penalty: 1087.649536
	Iteration 140F: 3 clusters Score -8261488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107496 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8261489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8261492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -8261492.500000 Penalty: 1087.649536
	Iteration 143Q: 3 clusters Score -8261492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107490 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -8261492.500000 Penalty: 1087.649536
	Iteration 144Q: 3 clusters Score -8261492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -8261487.500000 Penalty: 1087.649536
	Iteration 145Q: 3 clusters Score -8261488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107486 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8261488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8261486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
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	Iteration 148F: 3 clusters Score -8261486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (127149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127149 members 
Entering Unmasked Estep 
Score: -7043221.500000 Penalty: 534.766724
	Iteration 0F: 2 clusters Score -7043222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63368 members 
Mstep: Class 2 contains 63781 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6970781 nChanged 62501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7010284 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -7013476 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -7018484.000000 Penalty: 1069.533447
	Iteration 3F: 3 clusters Score -7018484 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 96689 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -7024700 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 104434 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -7030796 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -7034661.000000 Penalty: 1069.533447
	Iteration 6Q: 3 clusters Score -7034661 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 110268 members 
Entering Unmasked Estep 
Score: -7036233.000000 Penalty: 1069.533447
	Iteration 7Q: 3 clusters Score -7036233 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 111326 members 
Entering Unmasked Estep 
Score: -7036812.500000 Penalty: 1069.533447
	Iteration 8Q: 3 clusters Score -7036812 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 112164 members 
Entering Unmasked Estep 
Score: -7037056.500000 Penalty: 1069.533447
	Iteration 9Q: 3 clusters Score -7037056 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 112982 members 
Entering Unmasked Estep 
Score: -7037211.500000 Penalty: 1069.533447
	Iteration 10Q: 3 clusters Score -7037212 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 113754 members 
Entering Unmasked Estep 
Score: -7037333.500000 Penalty: 1069.533447
	Iteration 11Q: 3 clusters Score -7037334 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 114515 members 
Entering Unmasked Estep 
Score: -7037508.500000 Penalty: 1069.533447
	Iteration 12Q: 3 clusters Score -7037508 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 115225 members 
Entering Unmasked Estep 
Score: -7037683.500000 Penalty: 1069.533447
	Iteration 13Q: 3 clusters Score -7037684 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 115913 members 
Entering Unmasked Estep 
Score: -7037830.000000 Penalty: 1069.533447
	Iteration 14Q: 3 clusters Score -7037830 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -7037971.500000 Penalty: 1069.533447
	Iteration 15Q: 3 clusters Score -7037972 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 117065 members 
Entering Unmasked Estep 
Score: -7038063.000000 Penalty: 1069.533447
	Iteration 16Q: 3 clusters Score -7038063 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 117580 members 
Entering Unmasked Estep 
Score: -7038203.500000 Penalty: 1069.533447
	Iteration 17Q: 3 clusters Score -7038204 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 118079 members 
Entering Unmasked Estep 
Score: -7038387.500000 Penalty: 1069.533447
	Iteration 18Q: 3 clusters Score -7038388 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 118531 members 
Entering Unmasked Estep 
Score: -7038541.500000 Penalty: 1069.533447
	Iteration 19Q: 3 clusters Score -7038542 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 118970 members 
Entering Unmasked Estep 
Score: -7038616.000000 Penalty: 1069.533447
	Iteration 20F: 3 clusters Score -7038616 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 119384 members 
Entering Unmasked Estep 
Score: -7038748.500000 Penalty: 1069.533447
	Iteration 21Q: 3 clusters Score -7038748 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 119741 members 
Entering Unmasked Estep 
Score: -7038885.000000 Penalty: 1069.533447
	Iteration 22Q: 3 clusters Score -7038885 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 120110 members 
Entering Unmasked Estep 
Score: -7039015.000000 Penalty: 1069.533447
	Iteration 23Q: 3 clusters Score -7039015 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 120488 members 
Entering Unmasked Estep 
Score: -7039177.000000 Penalty: 1069.533447
	Iteration 24Q: 3 clusters Score -7039177 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -7039379.000000 Penalty: 1069.533447
	Iteration 25Q: 3 clusters Score -7039379 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 121193 members 
Entering Unmasked Estep 
Score: -7039621.000000 Penalty: 1069.533447
	Iteration 26Q: 3 clusters Score -7039621 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 121504 members 
Entering Unmasked Estep 
Score: -7039799.000000 Penalty: 1069.533447
	Iteration 27Q: 3 clusters Score -7039799 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 121788 members 
Entering Unmasked Estep 
Score: -7039989.500000 Penalty: 1069.533447
	Iteration 28Q: 3 clusters Score -7039990 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 122036 members 
Entering Unmasked Estep 
Score: -7040167.500000 Penalty: 1069.533447
	Iteration 29Q: 3 clusters Score -7040168 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 122258 members 
Entering Unmasked Estep 
Score: -7040367.500000 Penalty: 1069.533447
	Iteration 30Q: 3 clusters Score -7040368 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 122449 members 
Entering Unmasked Estep 
Score: -7040533.500000 Penalty: 1069.533447
	Iteration 31Q: 3 clusters Score -7040534 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 122586 members 
Entering Unmasked Estep 
Score: -7040672.000000 Penalty: 1069.533447
	Iteration 32Q: 3 clusters Score -7040672 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 122712 members 
Entering Unmasked Estep 
Score: -7040793.500000 Penalty: 1069.533447
	Iteration 33Q: 3 clusters Score -7040794 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 122843 members 
Entering Unmasked Estep 
Score: -7040944.500000 Penalty: 1069.533447
	Iteration 34Q: 3 clusters Score -7040944 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 122958 members 
Entering Unmasked Estep 
Score: -7041079.000000 Penalty: 1069.533447
	Iteration 35Q: 3 clusters Score -7041079 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 123043 members 
Entering Unmasked Estep 
Score: -7041153.500000 Penalty: 1069.533447
	Iteration 36Q: 3 clusters Score -7041154 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 123139 members 
Entering Unmasked Estep 
Score: -7041243.500000 Penalty: 1069.533447
	Iteration 37Q: 3 clusters Score -7041244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 123227 members 
Entering Unmasked Estep 
Score: -7041344.000000 Penalty: 1069.533447
	Iteration 38Q: 3 clusters Score -7041344 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 123310 members 
Entering Unmasked Estep 
Score: -7041400.500000 Penalty: 1069.533447
	Iteration 39Q: 3 clusters Score -7041400 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 123395 members 
Entering Unmasked Estep 
Score: -7041519.000000 Penalty: 1069.533447
	Iteration 40F: 3 clusters Score -7041519 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 123462 members 
Entering Unmasked Estep 
Score: -7041594.000000 Penalty: 1069.533447
	Iteration 41Q: 3 clusters Score -7041594 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 123505 members 
Entering Unmasked Estep 
Score: -7041680.000000 Penalty: 1069.533447
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 123509 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 123498 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 123509 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 123493 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7041972 nChanged 141
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Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 123462 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7042002 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 123450 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7042054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 123422 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7042122 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 123394 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7042154 nChanged 102
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Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 123374 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7042194 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 123364 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7042216 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 123373 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7042230 nChanged 76
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Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 123391 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7042250 nChanged 66
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Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 123405 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7042264 nChanged 68
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Mstep: Class 1 contains 3730 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7042278 nChanged 74
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Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 123435 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7042284 nChanged 76
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Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 123437 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7042297 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 123428 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7042294 nChanged 60
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Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 123424 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7042316 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 123416 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7042328 nChanged 59
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Mstep: Class 1 contains 3740 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7042333 nChanged 51
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Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 123410 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7042346 nChanged 37
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Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 123407 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7042354 nChanged 27
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Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 123396 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7042384 nChanged 37
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Mstep: Class 1 contains 3762 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7042391 nChanged 37
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Mstep: Class 1 contains 3773 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7042391 nChanged 39
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Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 123371 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7042396 nChanged 28
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Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 123361 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7042403 nChanged 33
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Mstep: Class 1 contains 3801 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 123323 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3831 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 123273 members 
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Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 123260 members 
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	Iteration 79Q: 3 clusters Score -7042506 nChanged 47
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Mstep: Class 1 contains 3912 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7042512 nChanged 42
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Mstep: Class 1 contains 3940 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7042538 nChanged 48
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Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 123187 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7042552 nChanged 40
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7042550 nChanged 43
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Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 123170 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7042559 nChanged 38
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Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 123162 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7042560 nChanged 33
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Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 123149 members 
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Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 123141 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7042566 nChanged 26
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	Iteration 89Q: 3 clusters Score -7042572 nChanged 25
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	Iteration 90Q: 3 clusters Score -7042568 nChanged 25
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	Iteration 91Q: 3 clusters Score -7042567 nChanged 31
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	Iteration 92Q: 3 clusters Score -7042576 nChanged 41
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	Iteration 93Q: 3 clusters Score -7042579 nChanged 40
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	Iteration 94Q: 3 clusters Score -7042588 nChanged 49
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Mstep: Class 1 contains 4117 members 
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	Iteration 95Q: 3 clusters Score -7042596 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 122991 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7042610 nChanged 49
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Mstep: Class 2 contains 122954 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7042629 nChanged 47
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	Iteration 98Q: 3 clusters Score -7042648 nChanged 48
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Mstep: Class 1 contains 4254 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7042652 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4278 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7042680 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4304 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7042689 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4325 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7042711 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 122803 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7042724 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 122783 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7042725 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7042738 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 122743 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7042738 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4420 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7042746 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4428 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7042752 nChanged 33
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7042758 nChanged 23
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Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 122701 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7042754 nChanged 24
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Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 122689 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7042765 nChanged 29
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Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 122670 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7042770 nChanged 29
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Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 122653 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7042764 nChanged 31
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Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 122638 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7042770 nChanged 36
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7042772 nChanged 28
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7042791 nChanged 22
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7042782 nChanged 24
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	Iteration 118Q: 3 clusters Score -7042784 nChanged 26
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7042792 nChanged 27
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7042806 nChanged 25
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Mstep: Class 2 contains 122606 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7042804 nChanged 26
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7042816 nChanged 24
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7042822 nChanged 17
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Mstep: Class 2 contains 122575 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7042822 nChanged 17
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Mstep: Class 1 contains 4579 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7042824 nChanged 15
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Mstep: Class 1 contains 4592 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7042822 nChanged 10
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Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 122551 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7042830 nChanged 11
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Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7042831 nChanged 11
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7042835 nChanged 10
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	Iteration 130Q: 3 clusters Score -7042846 nChanged 14
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7042844 nChanged 13
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	Iteration 132Q: 3 clusters Score -7042856 nChanged 10
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	Iteration 133Q: 3 clusters Score -7042862 nChanged 12
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	Iteration 134Q: 3 clusters Score -7042874 nChanged 12
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7042870 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 122508 members 
Entering Unmasked Estep 
Score: -7042866.000000 Penalty: 1069.533447
	Iteration 136Q: 3 clusters Score -7042866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 122500 members 
Entering Unmasked Estep 
Score: -7042866.500000 Penalty: 1069.533447
	Iteration 137Q: 3 clusters Score -7042866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 122496 members 
Entering Unmasked Estep 
Score: -7042867.000000 Penalty: 1069.533447
	Iteration 138Q: 3 clusters Score -7042867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 122491 members 
Entering Unmasked Estep 
Score: -7042881.000000 Penalty: 1069.533447
	Iteration 139Q: 3 clusters Score -7042881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -7042891.000000 Penalty: 1069.533447
	Iteration 140F: 3 clusters Score -7042891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 122482 members 
Entering Unmasked Estep 
Score: -7042899.000000 Penalty: 1069.533447
	Iteration 141Q: 3 clusters Score -7042899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 122474 members 
Entering Unmasked Estep 
Score: -7042912.500000 Penalty: 1069.533447
	Iteration 142Q: 3 clusters Score -7042912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 122465 members 
Entering Unmasked Estep 
Score: -7042916.000000 Penalty: 1069.533447
	Iteration 143Q: 3 clusters Score -7042916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 122457 members 
Entering Unmasked Estep 
Score: -7042932.500000 Penalty: 1069.533447
	Iteration 144Q: 3 clusters Score -7042932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -7042937.000000 Penalty: 1069.533447
	Iteration 145Q: 3 clusters Score -7042937 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 122438 members 
Entering Unmasked Estep 
Score: -7042947.000000 Penalty: 1069.533447
	Iteration 146Q: 3 clusters Score -7042947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 122425 members 
Entering Unmasked Estep 
Score: -7042967.500000 Penalty: 1069.533447
	Iteration 147Q: 3 clusters Score -7042968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 122412 members 
Entering Unmasked Estep 
Score: -7042973.000000 Penalty: 1069.533447
	Iteration 148Q: 3 clusters Score -7042973 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 122399 members 
Entering Unmasked Estep 
Score: -7042987.000000 Penalty: 1069.533447
	Iteration 149Q: 3 clusters Score -7042987 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 122381 members 
Entering Unmasked Estep 
Score: -7042996.000000 Penalty: 1069.533447
	Iteration 150Q: 3 clusters Score -7042996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 122360 members 
Entering Unmasked Estep 
Score: -7043006.500000 Penalty: 1069.533447
	Iteration 151Q: 3 clusters Score -7043006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 122334 members 
Entering Unmasked Estep 
Score: -7043038.000000 Penalty: 1069.533447
	Iteration 152Q: 3 clusters Score -7043038 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 122304 members 
Entering Unmasked Estep 
Score: -7043058.500000 Penalty: 1069.533447
	Iteration 153Q: 3 clusters Score -7043058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 122275 members 
Entering Unmasked Estep 
Score: -7043074.000000 Penalty: 1069.533447
	Iteration 154Q: 3 clusters Score -7043074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 122244 members 
Entering Unmasked Estep 
Score: -7043101.500000 Penalty: 1069.533447
	Iteration 155Q: 3 clusters Score -7043102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 122214 members 
Entering Unmasked Estep 
Score: -7043114.500000 Penalty: 1069.533447
	Iteration 156Q: 3 clusters Score -7043114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 122183 members 
Entering Unmasked Estep 
Score: -7043127.500000 Penalty: 1069.533447
	Iteration 157Q: 3 clusters Score -7043128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 122158 members 
Entering Unmasked Estep 
Score: -7043153.500000 Penalty: 1069.533447
	Iteration 158Q: 3 clusters Score -7043154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 122128 members 
Entering Unmasked Estep 
Score: -7043177.500000 Penalty: 1069.533447
	Iteration 159Q: 3 clusters Score -7043178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 122100 members 
Entering Unmasked Estep 
Score: -7043212.000000 Penalty: 1069.533447
	Iteration 160F: 3 clusters Score -7043212 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 122074 members 
Entering Unmasked Estep 
Score: -7043269.000000 Penalty: 1069.533447
	Iteration 161Q: 3 clusters Score -7043269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 122064 members 
Entering Unmasked Estep 
Score: -7043304.500000 Penalty: 1069.533447
	Iteration 162Q: 3 clusters Score -7043304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -7043338.000000 Penalty: 1069.533447
	Iteration 163Q: 3 clusters Score -7043338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 122068 members 
Entering Unmasked Estep 
Score: -7043357.000000 Penalty: 1069.533447
	Iteration 164Q: 3 clusters Score -7043357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 122073 members 
Entering Unmasked Estep 
Score: -7043379.500000 Penalty: 1069.533447
	Iteration 165Q: 3 clusters Score -7043380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -7043390.500000 Penalty: 1069.533447
	Iteration 166Q: 3 clusters Score -7043390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 122073 members 
Entering Unmasked Estep 
Score: -7043412.000000 Penalty: 1069.533447
	Iteration 167Q: 3 clusters Score -7043412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 122073 members 
Entering Unmasked Estep 
Score: -7043438.500000 Penalty: 1069.533447
	Iteration 168Q: 3 clusters Score -7043438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 122081 members 
Entering Unmasked Estep 
Score: -7043465.500000 Penalty: 1069.533447
	Iteration 169Q: 3 clusters Score -7043466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 122086 members 
Entering Unmasked Estep 
Score: -7043477.000000 Penalty: 1069.533447
	Iteration 170Q: 3 clusters Score -7043477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 122097 members 
Entering Unmasked Estep 
Score: -7043499.500000 Penalty: 1069.533447
	Iteration 171Q: 3 clusters Score -7043500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 122103 members 
Entering Unmasked Estep 
Score: -7043500.000000 Penalty: 1069.533447
	Iteration 172Q: 3 clusters Score -7043500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 122107 members 
Entering Unmasked Estep 
Score: -7043514.000000 Penalty: 1069.533447
	Iteration 173Q: 3 clusters Score -7043514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 122104 members 
Entering Unmasked Estep 
Score: -7043511.500000 Penalty: 1069.533447
	Iteration 174Q: 3 clusters Score -7043512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 122106 members 
Entering Unmasked Estep 
Score: -7043513.500000 Penalty: 1069.533447
	Iteration 175Q: 3 clusters Score -7043514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 122103 members 
Entering Unmasked Estep 
Score: -7043522.000000 Penalty: 1069.533447
	Iteration 176Q: 3 clusters Score -7043522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 122095 members 
Entering Unmasked Estep 
Score: -7043529.500000 Penalty: 1069.533447
	Iteration 177Q: 3 clusters Score -7043530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 122088 members 
Entering Unmasked Estep 
Score: -7043534.500000 Penalty: 1069.533447
	Iteration 178Q: 3 clusters Score -7043534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 122082 members 
Entering Unmasked Estep 
Score: -7043541.000000 Penalty: 1069.533447
	Iteration 179Q: 3 clusters Score -7043541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 122076 members 
Entering Unmasked Estep 
Score: -7043539.500000 Penalty: 1069.533447
	Iteration 180F: 3 clusters Score -7043540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 122074 members 
Entering Unmasked Estep 
Score: -7043551.000000 Penalty: 1069.533447
	Iteration 181Q: 3 clusters Score -7043551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -7043550.000000 Penalty: 1069.533447
	Iteration 182Q: 3 clusters Score -7043550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 122076 members 
Entering Unmasked Estep 
Score: -7043558.000000 Penalty: 1069.533447
	Iteration 183Q: 3 clusters Score -7043558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 122079 members 
Entering Unmasked Estep 
Score: -7043558.000000 Penalty: 1069.533447
	Iteration 184Q: 3 clusters Score -7043558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 122079 members 
Entering Unmasked Estep 
Score: -7043559.000000 Penalty: 1069.533447
	Iteration 185Q: 3 clusters Score -7043559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 122079 members 
Entering Unmasked Estep 
Score: -7043568.500000 Penalty: 1069.533447
	Iteration 186Q: 3 clusters Score -7043568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 122074 members 
Entering Unmasked Estep 
Score: -7043571.500000 Penalty: 1069.533447
	Iteration 187Q: 3 clusters Score -7043572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 122073 members 
Entering Unmasked Estep 
Score: -7043568.500000 Penalty: 1069.533447
	Iteration 188Q: 3 clusters Score -7043568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -7043572.500000 Penalty: 1069.533447
	Iteration 189Q: 3 clusters Score -7043572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 122073 members 
Entering Unmasked Estep 
Score: -7043571.500000 Penalty: 1069.533447
	Iteration 190Q: 3 clusters Score -7043572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 122071 members 
Entering Unmasked Estep 
Score: -7043567.500000 Penalty: 1069.533447
	Iteration 191Q: 3 clusters Score -7043568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 122071 members 
Entering Unmasked Estep 
Score: -7043567.500000 Penalty: 1069.533447
	Iteration 192F: 3 clusters Score -7043568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 5078 members 
Mstep: Class 3 contains 54419 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 169703 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 143663 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 73562 members 
Mstep: Class 11 contains 122071 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 100427 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 194552 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 122874 members 
Mstep: Class 20 contains 70246 members 
Mstep: Class 21 contains 10216 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 137536 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 108210 members 
Entering Unmasked Estep 
Score: -87199160.000000 Penalty: 16992.373047
Splitting cluster 2 changes total score from -87199680.000000 to -87199160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (54419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Entering Unmasked Estep 
Score: -2855938.000000 Penalty: 496.153320
	Iteration 0F: 2 clusters Score -2855938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -2819175.000000 Penalty: 992.306641
	Iteration 0F: 3 clusters Score -2819175 nChanged 26330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -2835496.500000 Penalty: 992.306641
	Iteration 1F: 3 clusters Score -2835496 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -2836623.500000 Penalty: 992.306641
	Iteration 2F: 3 clusters Score -2836624 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2838116.500000 Penalty: 992.306641
	Iteration 3F: 3 clusters Score -2838116 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -2840100.250000 Penalty: 992.306641
	Iteration 4F: 3 clusters Score -2840100 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -2842551.000000 Penalty: 992.306641
	Iteration 5F: 3 clusters Score -2842551 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -2845121.250000 Penalty: 992.306641
	Iteration 6F: 3 clusters Score -2845121 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2846802.750000 Penalty: 992.306641
	Iteration 7F: 3 clusters Score -2846803 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -2847477.750000 Penalty: 992.306641
	Iteration 8Q: 3 clusters Score -2847478 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2847733.250000 Penalty: 992.306641
	Iteration 9Q: 3 clusters Score -2847733 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2847889.750000 Penalty: 992.306641
	Iteration 10Q: 3 clusters Score -2847890 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2847988.250000 Penalty: 992.306641
	Iteration 11Q: 3 clusters Score -2847988 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2848108.500000 Penalty: 992.306641
	Iteration 12Q: 3 clusters Score -2848108 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2848213.000000 Penalty: 992.306641
	Iteration 13Q: 3 clusters Score -2848213 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2848304.500000 Penalty: 992.306641
	Iteration 14Q: 3 clusters Score -2848304 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -2848403.750000 Penalty: 992.306641
	Iteration 15Q: 3 clusters Score -2848404 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2848526.750000 Penalty: 992.306641
	Iteration 16Q: 3 clusters Score -2848527 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -2848634.000000 Penalty: 992.306641
	Iteration 17Q: 3 clusters Score -2848634 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2848735.750000 Penalty: 992.306641
	Iteration 18Q: 3 clusters Score -2848736 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2848868.500000 Penalty: 992.306641
	Iteration 19Q: 3 clusters Score -2848868 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -2848990.000000 Penalty: 992.306641
	Iteration 20F: 3 clusters Score -2848990 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2849120.750000 Penalty: 992.306641
	Iteration 21Q: 3 clusters Score -2849121 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -2849287.250000 Penalty: 992.306641
	Iteration 22Q: 3 clusters Score -2849287 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2849433.250000 Penalty: 992.306641
	Iteration 23Q: 3 clusters Score -2849433 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -2849590.750000 Penalty: 992.306641
	Iteration 24Q: 3 clusters Score -2849591 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -2849745.250000 Penalty: 992.306641
	Iteration 25Q: 3 clusters Score -2849745 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -2849899.500000 Penalty: 992.306641
	Iteration 26Q: 3 clusters Score -2849900 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2850049.750000 Penalty: 992.306641
	Iteration 27Q: 3 clusters Score -2850050 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -2850175.000000 Penalty: 992.306641
	Iteration 28Q: 3 clusters Score -2850175 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -2850321.750000 Penalty: 992.306641
	Iteration 29Q: 3 clusters Score -2850322 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -2850421.250000 Penalty: 992.306641
	Iteration 30Q: 3 clusters Score -2850421 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -2850513.250000 Penalty: 992.306641
	Iteration 31Q: 3 clusters Score -2850513 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2850619 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2850698 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2850756 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2850805 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2850851 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2850888 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -2850940.250000 Penalty: 992.306641
	Iteration 38Q: 3 clusters Score -2850940 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2850966 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -2850989.750000 Penalty: 992.306641
	Iteration 40F: 3 clusters Score -2850990 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2851016 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -2851032.500000 Penalty: 992.306641
	Iteration 42Q: 3 clusters Score -2851032 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2851067 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2851094 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -2851111.250000 Penalty: 992.306641
	Iteration 45Q: 3 clusters Score -2851111 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -2851151.250000 Penalty: 992.306641
	Iteration 46Q: 3 clusters Score -2851151 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -2851191.250000 Penalty: 992.306641
	Iteration 47Q: 3 clusters Score -2851191 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -2851234.250000 Penalty: 992.306641
	Iteration 48Q: 3 clusters Score -2851234 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -2851286.250000 Penalty: 992.306641
	Iteration 49Q: 3 clusters Score -2851286 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -2851331.000000 Penalty: 992.306641
	Iteration 50Q: 3 clusters Score -2851331 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2851385 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -2851449.500000 Penalty: 992.306641
	Iteration 52Q: 3 clusters Score -2851450 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -2851504.000000 Penalty: 992.306641
	Iteration 53Q: 3 clusters Score -2851504 nChanged 451
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Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2851556 nChanged 450
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Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -2851608.000000 Penalty: 992.306641
	Iteration 55Q: 3 clusters Score -2851608 nChanged 471
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2851676 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2851759 nChanged 512
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -2851812.250000 Penalty: 992.306641
	Iteration 58Q: 3 clusters Score -2851812 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -2851903.750000 Penalty: 992.306641
	Iteration 59Q: 3 clusters Score -2851904 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -2852017.000000 Penalty: 992.306641
	Iteration 60F: 3 clusters Score -2852017 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2852103 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2852178 nChanged 573
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -2852279.250000 Penalty: 992.306641
	Iteration 63Q: 3 clusters Score -2852279 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2852396 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -2852506.000000 Penalty: 992.306641
	Iteration 65Q: 3 clusters Score -2852506 nChanged 604
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2852636 nChanged 624
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2852777 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2852940 nChanged 665
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2853107 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2853267 nChanged 597
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2853410 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -2853561.500000 Penalty: 992.306641
	Iteration 72Q: 3 clusters Score -2853562 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2853745 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2853926 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2854096 nChanged 573
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2854269 nChanged 556
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Mstep: Class 1 contains 6845 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2854436 nChanged 561
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -2854633.750000 Penalty: 992.306641
	Iteration 78Q: 3 clusters Score -2854634 nChanged 567
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Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2854826 nChanged 530
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -2855040.500000 Penalty: 992.306641
	Iteration 80F: 3 clusters Score -2855040 nChanged 488
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Mstep: Class 1 contains 4701 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2855235 nChanged 447
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2855385 nChanged 412
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Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2855529 nChanged 367
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Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2855662 nChanged 326
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Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2855776 nChanged 294
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Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2855883 nChanged 231
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Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2855958 nChanged 195
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Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2856032 nChanged 179
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Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2856086 nChanged 141
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Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2856121 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -2856163.000000 Penalty: 992.306641
	Iteration 91Q: 3 clusters Score -2856163 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -2856185.750000 Penalty: 992.306641
	Iteration 92Q: 3 clusters Score -2856186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -2856205.750000 Penalty: 992.306641
	Iteration 93Q: 3 clusters Score -2856206 nChanged 77
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Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -2856216.750000 Penalty: 992.306641
	Iteration 94Q: 3 clusters Score -2856217 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -2856223.000000 Penalty: 992.306641
	Iteration 95Q: 3 clusters Score -2856223 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2856234 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -2856237.250000 Penalty: 992.306641
	Iteration 97Q: 3 clusters Score -2856237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -2856245.000000 Penalty: 992.306641
	Iteration 98Q: 3 clusters Score -2856245 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -2856246.000000 Penalty: 992.306641
	Iteration 99Q: 3 clusters Score -2856246 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2856247 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2856252 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -2856249.500000 Penalty: 992.306641
	Iteration 102Q: 3 clusters Score -2856250 nChanged 15
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Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2856248 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2856246 nChanged 9
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Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2856245 nChanged 8
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Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2856248 nChanged 16
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Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2856258 nChanged 27
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Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2856258 nChanged 20
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Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -2856261.250000 Penalty: 992.306641
	Iteration 109Q: 3 clusters Score -2856261 nChanged 9
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Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2856259 nChanged 12
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Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -2856264.750000 Penalty: 992.306641
	Iteration 111Q: 3 clusters Score -2856265 nChanged 9
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Mstep: Class 1 contains 1371 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2856260 nChanged 6
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Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2856262 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2856260 nChanged 6
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Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -2856265.250000 Penalty: 992.306641
	Iteration 115Q: 3 clusters Score -2856265 nChanged 7
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Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2856264 nChanged 7
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Mstep: Class 1 contains 1339 members 
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Entering Unmasked Estep 
Score: -2856262.500000 Penalty: 992.306641
	Iteration 117Q: 3 clusters Score -2856262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -2856259.500000 Penalty: 992.306641
	Iteration 118Q: 3 clusters Score -2856260 nChanged 9
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Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -2856267.250000 Penalty: 992.306641
	Iteration 119Q: 3 clusters Score -2856267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -2856269.750000 Penalty: 992.306641
	Iteration 120F: 3 clusters Score -2856270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -2856268.250000 Penalty: 992.306641
	Iteration 121Q: 3 clusters Score -2856268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -2856268.000000 Penalty: 992.306641
	Iteration 122Q: 3 clusters Score -2856268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2856266 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -2856268.250000 Penalty: 992.306641
	Iteration 124Q: 3 clusters Score -2856268 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -2856268.750000 Penalty: 992.306641
	Iteration 125Q: 3 clusters Score -2856269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -2856272.000000 Penalty: 992.306641
	Iteration 126Q: 3 clusters Score -2856272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -2856276.250000 Penalty: 992.306641
	Iteration 127Q: 3 clusters Score -2856276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -2856285.000000 Penalty: 992.306641
	Iteration 128Q: 3 clusters Score -2856285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -2856286.000000 Penalty: 992.306641
	Iteration 129Q: 3 clusters Score -2856286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -2856278.500000 Penalty: 992.306641
	Iteration 130Q: 3 clusters Score -2856278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -2856280.750000 Penalty: 992.306641
	Iteration 131Q: 3 clusters Score -2856281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -2856282.750000 Penalty: 992.306641
	Iteration 132Q: 3 clusters Score -2856283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -2856282.750000 Penalty: 992.306641
	Iteration 133Q: 3 clusters Score -2856283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -2856282.750000 Penalty: 992.306641
	Iteration 134Q: 3 clusters Score -2856283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -2856282.750000 Penalty: 992.306641
	Iteration 135Q: 3 clusters Score -2856283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -2856279.250000 Penalty: 992.306641
	Iteration 136Q: 3 clusters Score -2856279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -2856279.750000 Penalty: 992.306641
	Iteration 137Q: 3 clusters Score -2856280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -2856283.500000 Penalty: 992.306641
	Iteration 138Q: 3 clusters Score -2856284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -2856280.250000 Penalty: 992.306641
	Iteration 139Q: 3 clusters Score -2856280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -2856280.000000 Penalty: 992.306641
	Iteration 140F: 3 clusters Score -2856280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 127149 members 
Mstep: Class 3 contains 1240 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 169703 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 143663 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 73562 members 
Mstep: Class 11 contains 53179 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 100427 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 194552 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 122874 members 
Mstep: Class 20 contains 70246 members 
Mstep: Class 21 contains 10216 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 137536 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 108210 members 
Entering Unmasked Estep 
Score: -87199488.000000 Penalty: 16992.373047
Splitting cluster 3 changes total score from -87199680.000000 to -87199488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -41926.320312 Penalty: 306.261322
	Iteration 0F: 2 clusters Score -41926.32 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 449 members 
Entering Unmasked Estep 
Score: -41246.941406 Penalty: 612.522644
	Iteration 0F: 3 clusters Score -41246.94 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -41455.371094 Penalty: 612.522644
	Iteration 1F: 3 clusters Score -41455.37 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -41535.382812 Penalty: 612.522644
	Iteration 2F: 3 clusters Score -41535.38 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -41618.027344 Penalty: 612.522644
	Iteration 3F: 3 clusters Score -41618.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -41674.207031 Penalty: 612.522644
	Iteration 4F: 3 clusters Score -41674.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -41712.355469 Penalty: 612.522644
	Iteration 5Q: 3 clusters Score -41712.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -41720.601562 Penalty: 612.522644
	Iteration 6Q: 3 clusters Score -41720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -41722.777344 Penalty: 612.522644
	Iteration 7Q: 3 clusters Score -41722.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -41724.000000 Penalty: 612.522644
	Iteration 8Q: 3 clusters Score -41724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -41726.039062 Penalty: 612.522644
	Iteration 9Q: 3 clusters Score -41726.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -41726.273438 Penalty: 612.522644
	Iteration 10Q: 3 clusters Score -41726.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -41726.875000 Penalty: 612.522644
	Iteration 11Q: 3 clusters Score -41726.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -41727.625000 Penalty: 612.522644
	Iteration 12Q: 3 clusters Score -41727.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -41727.878906 Penalty: 612.522644
	Iteration 13Q: 3 clusters Score -41727.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -41728.613281 Penalty: 612.522644
	Iteration 14Q: 3 clusters Score -41728.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -41729.593750 Penalty: 612.522644
	Iteration 15Q: 3 clusters Score -41729.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -41729.593750 Penalty: 612.522644
	Iteration 16F: 3 clusters Score -41729.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (169703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169703 members 
Entering Unmasked Estep 
Score: -8578380.000000 Penalty: 547.902161
	Iteration 0F: 2 clusters Score -8578380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -8471146.000000 Penalty: 1095.804321
	Iteration 0F: 3 clusters Score -8471146 nChanged 83309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -8521514.000000 Penalty: 1095.804321
	Iteration 1F: 3 clusters Score -8521514 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -8524170.000000 Penalty: 1095.804321
	Iteration 2Q: 3 clusters Score -8524170 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95753 members 
Mstep: Class 2 contains 73950 members 
Entering Unmasked Estep 
Score: -8527967.000000 Penalty: 1095.804321
	Iteration 3Q: 3 clusters Score -8527967 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -8534039.000000 Penalty: 1095.804321
	Iteration 4F: 3 clusters Score -8534039 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -8542865.000000 Penalty: 1095.804321
	Iteration 5F: 3 clusters Score -8542865 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110046 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -8552105.000000 Penalty: 1095.804321
	Iteration 6F: 3 clusters Score -8552105 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113804 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -8557682.000000 Penalty: 1095.804321
	Iteration 7F: 3 clusters Score -8557682 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117256 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -8560330.000000 Penalty: 1095.804321
	Iteration 8Q: 3 clusters Score -8560330 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120888 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -8561857.000000 Penalty: 1095.804321
	Iteration 9Q: 3 clusters Score -8561857 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8563353.000000 Penalty: 1095.804321
	Iteration 10Q: 3 clusters Score -8563353 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128490 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -8564752.000000 Penalty: 1095.804321
	Iteration 11Q: 3 clusters Score -8564752 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132203 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -8566180.000000 Penalty: 1095.804321
	Iteration 12Q: 3 clusters Score -8566180 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135885 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -8567874.000000 Penalty: 1095.804321
	Iteration 13Q: 3 clusters Score -8567874 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139316 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -8569532.000000 Penalty: 1095.804321
	Iteration 14Q: 3 clusters Score -8569532 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142441 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -8570966.000000 Penalty: 1095.804321
	Iteration 15Q: 3 clusters Score -8570966 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145308 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -8572331.000000 Penalty: 1095.804321
	Iteration 16Q: 3 clusters Score -8572331 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147917 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -8573585.000000 Penalty: 1095.804321
	Iteration 17Q: 3 clusters Score -8573585 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150243 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -8574425.000000 Penalty: 1095.804321
	Iteration 18Q: 3 clusters Score -8574425 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152321 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -8574931.000000 Penalty: 1095.804321
	Iteration 19Q: 3 clusters Score -8574931 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154292 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -8575528.000000 Penalty: 1095.804321
	Iteration 20F: 3 clusters Score -8575528 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156157 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -8576125.000000 Penalty: 1095.804321
	Iteration 21Q: 3 clusters Score -8576125 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157869 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -8576604.000000 Penalty: 1095.804321
	Iteration 22Q: 3 clusters Score -8576604 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159375 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -8577185.000000 Penalty: 1095.804321
	Iteration 23Q: 3 clusters Score -8577185 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160745 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -8577600.000000 Penalty: 1095.804321
	Iteration 24Q: 3 clusters Score -8577600 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161967 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -8578050.000000 Penalty: 1095.804321
	Iteration 25Q: 3 clusters Score -8578050 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163091 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -8578457.000000 Penalty: 1095.804321
	Iteration 26Q: 3 clusters Score -8578457 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -8578805.000000 Penalty: 1095.804321
	Iteration 27Q: 3 clusters Score -8578805 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164765 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -8579071.000000 Penalty: 1095.804321
	Iteration 28Q: 3 clusters Score -8579071 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165400 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8579286.000000 Penalty: 1095.804321
	Iteration 29Q: 3 clusters Score -8579286 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165944 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -8579420.000000 Penalty: 1095.804321
	Iteration 30Q: 3 clusters Score -8579420 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166381 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -8579530.000000 Penalty: 1095.804321
	Iteration 31Q: 3 clusters Score -8579530 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166749 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8579483.000000 Penalty: 1095.804321
	Iteration 32Q: 3 clusters Score -8579483 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167050 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8579467.000000 Penalty: 1095.804321
	Iteration 33Q: 3 clusters Score -8579467 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167283 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8579427.000000 Penalty: 1095.804321
	Iteration 34Q: 3 clusters Score -8579427 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167464 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8579370.000000 Penalty: 1095.804321
	Iteration 35Q: 3 clusters Score -8579370 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167634 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8579323.000000 Penalty: 1095.804321
	Iteration 36Q: 3 clusters Score -8579323 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167788 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8579262.000000 Penalty: 1095.804321
	Iteration 37Q: 3 clusters Score -8579262 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167926 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8579240.000000 Penalty: 1095.804321
	Iteration 38Q: 3 clusters Score -8579240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168037 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8579175.000000 Penalty: 1095.804321
	Iteration 39Q: 3 clusters Score -8579175 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168141 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8579130.000000 Penalty: 1095.804321
	Iteration 40F: 3 clusters Score -8579130 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168237 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8579075.000000 Penalty: 1095.804321
	Iteration 41Q: 3 clusters Score -8579075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168313 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8579063.000000 Penalty: 1095.804321
	Iteration 42Q: 3 clusters Score -8579063 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168389 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8579035.000000 Penalty: 1095.804321
	Iteration 43Q: 3 clusters Score -8579035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168454 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8579007.000000 Penalty: 1095.804321
	Iteration 44Q: 3 clusters Score -8579007 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168501 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8579000.000000 Penalty: 1095.804321
	Iteration 45Q: 3 clusters Score -8579000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8578980.000000 Penalty: 1095.804321
	Iteration 46Q: 3 clusters Score -8578980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168587 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8578970.000000 Penalty: 1095.804321
	Iteration 47Q: 3 clusters Score -8578970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8578974.000000 Penalty: 1095.804321
	Iteration 48Q: 3 clusters Score -8578974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168665 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8578932.000000 Penalty: 1095.804321
	Iteration 49Q: 3 clusters Score -8578932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168697 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8578912.000000 Penalty: 1095.804321
	Iteration 50Q: 3 clusters Score -8578912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8578886.000000 Penalty: 1095.804321
	Iteration 51Q: 3 clusters Score -8578886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168745 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8578882.000000 Penalty: 1095.804321
	Iteration 52Q: 3 clusters Score -8578882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168767 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8578850.000000 Penalty: 1095.804321
	Iteration 53Q: 3 clusters Score -8578850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168780 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8578838.000000 Penalty: 1095.804321
	Iteration 54Q: 3 clusters Score -8578838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168794 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8578843.000000 Penalty: 1095.804321
	Iteration 55Q: 3 clusters Score -8578843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168804 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8578825.000000 Penalty: 1095.804321
	Iteration 56Q: 3 clusters Score -8578825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168814 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8578820.000000 Penalty: 1095.804321
	Iteration 57Q: 3 clusters Score -8578820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168826 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8578816.000000 Penalty: 1095.804321
	Iteration 58Q: 3 clusters Score -8578816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168843 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8578813.000000 Penalty: 1095.804321
	Iteration 59Q: 3 clusters Score -8578813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168856 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8578802.000000 Penalty: 1095.804321
	Iteration 60F: 3 clusters Score -8578802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168870 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8578791.000000 Penalty: 1095.804321
	Iteration 61Q: 3 clusters Score -8578791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168879 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8578790.000000 Penalty: 1095.804321
	Iteration 62Q: 3 clusters Score -8578790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168888 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8578784.000000 Penalty: 1095.804321
	Iteration 63Q: 3 clusters Score -8578784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168897 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8578771.000000 Penalty: 1095.804321
	Iteration 64Q: 3 clusters Score -8578771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8578769.000000 Penalty: 1095.804321
	Iteration 65Q: 3 clusters Score -8578769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168913 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8578765.000000 Penalty: 1095.804321
	Iteration 66Q: 3 clusters Score -8578765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168923 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8578755.000000 Penalty: 1095.804321
	Iteration 67Q: 3 clusters Score -8578755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168930 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8578750.000000 Penalty: 1095.804321
	Iteration 68Q: 3 clusters Score -8578750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168939 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8578741.000000 Penalty: 1095.804321
	Iteration 69Q: 3 clusters Score -8578741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168948 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8578740.000000 Penalty: 1095.804321
	Iteration 70Q: 3 clusters Score -8578740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168955 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8578739.000000 Penalty: 1095.804321
	Iteration 71Q: 3 clusters Score -8578739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168962 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8578730.000000 Penalty: 1095.804321
	Iteration 72Q: 3 clusters Score -8578730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168967 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8578714.000000 Penalty: 1095.804321
	Iteration 73Q: 3 clusters Score -8578714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168969 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8578717.000000 Penalty: 1095.804321
	Iteration 74Q: 3 clusters Score -8578717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8578720.000000 Penalty: 1095.804321
	Iteration 75Q: 3 clusters Score -8578720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8578699.000000 Penalty: 1095.804321
	Iteration 76Q: 3 clusters Score -8578699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168987 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8578692.000000 Penalty: 1095.804321
	Iteration 77Q: 3 clusters Score -8578692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168989 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8578694.000000 Penalty: 1095.804321
	Iteration 78Q: 3 clusters Score -8578694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168989 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8578694.000000 Penalty: 1095.804321
	Iteration 79F: 3 clusters Score -8578694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 127149 members 
Mstep: Class 3 contains 54419 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 168989 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 143663 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 73562 members 
Mstep: Class 11 contains 714 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 100427 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 194552 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 122874 members 
Mstep: Class 20 contains 70246 members 
Mstep: Class 21 contains 10216 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 137536 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 108210 members 
Entering Unmasked Estep 
Score: -87199344.000000 Penalty: 16992.373047
Splitting cluster 5 changes total score from -87199680.000000 to -87199344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (28243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Entering Unmasked Estep 
Score: -1604094.000000 Penalty: 466.311340
	Iteration 0F: 2 clusters Score -1604094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1585253.750000 Penalty: 932.622681
	Iteration 0F: 3 clusters Score -1585254 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1593044.750000 Penalty: 932.622681
	Iteration 1F: 3 clusters Score -1593045 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1593334.875000 Penalty: 932.622681
	Iteration 2Q: 3 clusters Score -1593335 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1593724.000000 Penalty: 932.622681
	Iteration 3Q: 3 clusters Score -1593724 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1594269.625000 Penalty: 932.622681
	Iteration 4Q: 3 clusters Score -1594270 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1595056.000000 Penalty: 932.622681
	Iteration 5F: 3 clusters Score -1595056 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1596283.375000 Penalty: 932.622681
	Iteration 6F: 3 clusters Score -1596283 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1598129.375000 Penalty: 932.622681
	Iteration 7F: 3 clusters Score -1598129 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1599846.625000 Penalty: 932.622681
	Iteration 8F: 3 clusters Score -1599847 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1600642.375000 Penalty: 932.622681
	Iteration 9F: 3 clusters Score -1600642 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1600885.375000 Penalty: 932.622681
	Iteration 10Q: 3 clusters Score -1600885 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1601014.625000 Penalty: 932.622681
	Iteration 11Q: 3 clusters Score -1601015 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1601110.875000 Penalty: 932.622681
	Iteration 12Q: 3 clusters Score -1601111 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1601190.375000 Penalty: 932.622681
	Iteration 13Q: 3 clusters Score -1601190 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1601250.875000 Penalty: 932.622681
	Iteration 14Q: 3 clusters Score -1601251 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1601292.750000 Penalty: 932.622681
	Iteration 15Q: 3 clusters Score -1601293 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1601328.375000 Penalty: 932.622681
	Iteration 16Q: 3 clusters Score -1601328 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1601356.750000 Penalty: 932.622681
	Iteration 17Q: 3 clusters Score -1601357 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1601383.000000 Penalty: 932.622681
	Iteration 18Q: 3 clusters Score -1601383 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1601411.625000 Penalty: 932.622681
	Iteration 19Q: 3 clusters Score -1601412 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1601431.625000 Penalty: 932.622681
	Iteration 20F: 3 clusters Score -1601432 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1601462.625000 Penalty: 932.622681
	Iteration 21Q: 3 clusters Score -1601463 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1601484.750000 Penalty: 932.622681
	Iteration 22Q: 3 clusters Score -1601485 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1601514.625000 Penalty: 932.622681
	Iteration 23Q: 3 clusters Score -1601515 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1601538.875000 Penalty: 932.622681
	Iteration 24Q: 3 clusters Score -1601539 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1601556.250000 Penalty: 932.622681
	Iteration 25Q: 3 clusters Score -1601556 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1601574.000000 Penalty: 932.622681
	Iteration 26Q: 3 clusters Score -1601574 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1601588.250000 Penalty: 932.622681
	Iteration 27Q: 3 clusters Score -1601588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1601601.375000 Penalty: 932.622681
	Iteration 28Q: 3 clusters Score -1601601 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -1601616.375000 Penalty: 932.622681
	Iteration 29Q: 3 clusters Score -1601616 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1601638.750000 Penalty: 932.622681
	Iteration 30Q: 3 clusters Score -1601639 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1601651.875000 Penalty: 932.622681
	Iteration 31Q: 3 clusters Score -1601652 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1601665.125000 Penalty: 932.622681
	Iteration 32Q: 3 clusters Score -1601665 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1601677.625000 Penalty: 932.622681
	Iteration 33Q: 3 clusters Score -1601678 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1601688.000000 Penalty: 932.622681
	Iteration 34Q: 3 clusters Score -1601688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1601692.875000 Penalty: 932.622681
	Iteration 35Q: 3 clusters Score -1601693 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1601703.750000 Penalty: 932.622681
	Iteration 36Q: 3 clusters Score -1601704 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1601702.875000 Penalty: 932.622681
	Iteration 37Q: 3 clusters Score -1601703 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1601712.250000 Penalty: 932.622681
	Iteration 38Q: 3 clusters Score -1601712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1601717.375000 Penalty: 932.622681
	Iteration 39Q: 3 clusters Score -1601717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1601713.125000 Penalty: 932.622681
	Iteration 40F: 3 clusters Score -1601713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1601715.500000 Penalty: 932.622681
	Iteration 41Q: 3 clusters Score -1601716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1601720.500000 Penalty: 932.622681
	Iteration 42Q: 3 clusters Score -1601720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1601722.375000 Penalty: 932.622681
	Iteration 43Q: 3 clusters Score -1601722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1601723.750000 Penalty: 932.622681
	Iteration 44Q: 3 clusters Score -1601724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1601723.250000 Penalty: 932.622681
	Iteration 45Q: 3 clusters Score -1601723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1601728.625000 Penalty: 932.622681
	Iteration 46Q: 3 clusters Score -1601729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1601728.375000 Penalty: 932.622681
	Iteration 47Q: 3 clusters Score -1601728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1601729.250000 Penalty: 932.622681
	Iteration 48Q: 3 clusters Score -1601729 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1601729.000000 Penalty: 932.622681
	Iteration 49Q: 3 clusters Score -1601729 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1601729.500000 Penalty: 932.622681
	Iteration 50Q: 3 clusters Score -1601730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1601740.250000 Penalty: 932.622681
	Iteration 51Q: 3 clusters Score -1601740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1601741.375000 Penalty: 932.622681
	Iteration 52Q: 3 clusters Score -1601741 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1601744.625000 Penalty: 932.622681
	Iteration 53Q: 3 clusters Score -1601745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1601742.250000 Penalty: 932.622681
	Iteration 54Q: 3 clusters Score -1601742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1601748.000000 Penalty: 932.622681
	Iteration 55Q: 3 clusters Score -1601748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1601750.250000 Penalty: 932.622681
	Iteration 56Q: 3 clusters Score -1601750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1601747.750000 Penalty: 932.622681
	Iteration 57Q: 3 clusters Score -1601748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1601758.625000 Penalty: 932.622681
	Iteration 58Q: 3 clusters Score -1601759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1601761.875000 Penalty: 932.622681
	Iteration 59Q: 3 clusters Score -1601762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1601760.125000 Penalty: 932.622681
	Iteration 60F: 3 clusters Score -1601760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1601760.500000 Penalty: 932.622681
	Iteration 61Q: 3 clusters Score -1601760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1601758.875000 Penalty: 932.622681
	Iteration 62Q: 3 clusters Score -1601759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1601763.875000 Penalty: 932.622681
	Iteration 63Q: 3 clusters Score -1601764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1601772.125000 Penalty: 932.622681
	Iteration 64Q: 3 clusters Score -1601772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1601774.625000 Penalty: 932.622681
	Iteration 65Q: 3 clusters Score -1601775 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1601776.625000 Penalty: 932.622681
	Iteration 66Q: 3 clusters Score -1601777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1601777.500000 Penalty: 932.622681
	Iteration 67Q: 3 clusters Score -1601778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1601784.125000 Penalty: 932.622681
	Iteration 68Q: 3 clusters Score -1601784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1601782.625000 Penalty: 932.622681
	Iteration 69Q: 3 clusters Score -1601783 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1601784.750000 Penalty: 932.622681
	Iteration 70Q: 3 clusters Score -1601785 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1601789.875000 Penalty: 932.622681
	Iteration 71Q: 3 clusters Score -1601790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1601787.875000 Penalty: 932.622681
	Iteration 72Q: 3 clusters Score -1601788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1601791.250000 Penalty: 932.622681
	Iteration 73Q: 3 clusters Score -1601791 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1601801.750000 Penalty: 932.622681
	Iteration 74Q: 3 clusters Score -1601802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1601805.125000 Penalty: 932.622681
	Iteration 75Q: 3 clusters Score -1601805 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1601813.000000 Penalty: 932.622681
	Iteration 76Q: 3 clusters Score -1601813 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1601820.750000 Penalty: 932.622681
	Iteration 77Q: 3 clusters Score -1601821 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1601830.625000 Penalty: 932.622681
	Iteration 78Q: 3 clusters Score -1601831 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1601839.000000 Penalty: 932.622681
	Iteration 79Q: 3 clusters Score -1601839 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1601860.000000 Penalty: 932.622681
	Iteration 80F: 3 clusters Score -1601860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1601868.250000 Penalty: 932.622681
	Iteration 81Q: 3 clusters Score -1601868 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1601886.375000 Penalty: 932.622681
	Iteration 82Q: 3 clusters Score -1601886 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1601907.000000 Penalty: 932.622681
	Iteration 83Q: 3 clusters Score -1601907 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1601923.125000 Penalty: 932.622681
	Iteration 84Q: 3 clusters Score -1601923 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1601940.250000 Penalty: 932.622681
	Iteration 85Q: 3 clusters Score -1601940 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1601962.000000 Penalty: 932.622681
	Iteration 86Q: 3 clusters Score -1601962 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1601977.750000 Penalty: 932.622681
	Iteration 87Q: 3 clusters Score -1601978 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1602006.500000 Penalty: 932.622681
	Iteration 88Q: 3 clusters Score -1602006 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1602017.375000 Penalty: 932.622681
	Iteration 89Q: 3 clusters Score -1602017 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1602026.750000 Penalty: 932.622681
	Iteration 90Q: 3 clusters Score -1602027 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1602041.250000 Penalty: 932.622681
	Iteration 91Q: 3 clusters Score -1602041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1602063.625000 Penalty: 932.622681
	Iteration 92Q: 3 clusters Score -1602064 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1602074.875000 Penalty: 932.622681
	Iteration 93Q: 3 clusters Score -1602075 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1602092.625000 Penalty: 932.622681
	Iteration 94Q: 3 clusters Score -1602093 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1602096.250000 Penalty: 932.622681
	Iteration 95Q: 3 clusters Score -1602096 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1602122.500000 Penalty: 932.622681
	Iteration 96Q: 3 clusters Score -1602122 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1602143.125000 Penalty: 932.622681
	Iteration 97Q: 3 clusters Score -1602143 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1602167.375000 Penalty: 932.622681
	Iteration 98Q: 3 clusters Score -1602167 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1602185.625000 Penalty: 932.622681
	Iteration 99Q: 3 clusters Score -1602186 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1602200.375000 Penalty: 932.622681
	Iteration 100F: 3 clusters Score -1602200 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1602221.750000 Penalty: 932.622681
	Iteration 101Q: 3 clusters Score -1602222 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1602232.875000 Penalty: 932.622681
	Iteration 102Q: 3 clusters Score -1602233 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1602257.625000 Penalty: 932.622681
	Iteration 103Q: 3 clusters Score -1602258 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1602278.000000 Penalty: 932.622681
	Iteration 104Q: 3 clusters Score -1602278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1602297.375000 Penalty: 932.622681
	Iteration 105Q: 3 clusters Score -1602297 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1602311.250000 Penalty: 932.622681
	Iteration 106Q: 3 clusters Score -1602311 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1602321.750000 Penalty: 932.622681
	Iteration 107Q: 3 clusters Score -1602322 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1602335.375000 Penalty: 932.622681
	Iteration 108Q: 3 clusters Score -1602335 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1602344.000000 Penalty: 932.622681
	Iteration 109Q: 3 clusters Score -1602344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1602353.500000 Penalty: 932.622681
	Iteration 110Q: 3 clusters Score -1602354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1602369.125000 Penalty: 932.622681
	Iteration 111Q: 3 clusters Score -1602369 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1602399.250000 Penalty: 932.622681
	Iteration 112Q: 3 clusters Score -1602399 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1602400.000000 Penalty: 932.622681
	Iteration 113Q: 3 clusters Score -1602400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1602427.375000 Penalty: 932.622681
	Iteration 114Q: 3 clusters Score -1602427 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1602439.625000 Penalty: 932.622681
	Iteration 115Q: 3 clusters Score -1602440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1602454.000000 Penalty: 932.622681
	Iteration 116Q: 3 clusters Score -1602454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1602470.250000 Penalty: 932.622681
	Iteration 117Q: 3 clusters Score -1602470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1602485.375000 Penalty: 932.622681
	Iteration 118Q: 3 clusters Score -1602485 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1602506.625000 Penalty: 932.622681
	Iteration 119Q: 3 clusters Score -1602507 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1602532.500000 Penalty: 932.622681
	Iteration 120F: 3 clusters Score -1602532 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1602564.625000 Penalty: 932.622681
	Iteration 121Q: 3 clusters Score -1602565 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1602594.625000 Penalty: 932.622681
	Iteration 122Q: 3 clusters Score -1602595 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1602615.125000 Penalty: 932.622681
	Iteration 123Q: 3 clusters Score -1602615 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1602646.750000 Penalty: 932.622681
	Iteration 124Q: 3 clusters Score -1602647 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1602674.125000 Penalty: 932.622681
	Iteration 125Q: 3 clusters Score -1602674 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1602695.875000 Penalty: 932.622681
	Iteration 126Q: 3 clusters Score -1602696 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1602720.875000 Penalty: 932.622681
	Iteration 127Q: 3 clusters Score -1602721 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1602762.000000 Penalty: 932.622681
	Iteration 128Q: 3 clusters Score -1602762 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1602797.000000 Penalty: 932.622681
	Iteration 129Q: 3 clusters Score -1602797 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1602827.375000 Penalty: 932.622681
	Iteration 130Q: 3 clusters Score -1602827 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1602872.000000 Penalty: 932.622681
	Iteration 131Q: 3 clusters Score -1602872 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1602909.125000 Penalty: 932.622681
	Iteration 132Q: 3 clusters Score -1602909 nChanged 140
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Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1602935.625000 Penalty: 932.622681
	Iteration 133Q: 3 clusters Score -1602936 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1602969.000000 Penalty: 932.622681
	Iteration 134Q: 3 clusters Score -1602969 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1603000.500000 Penalty: 932.622681
	Iteration 135Q: 3 clusters Score -1603000 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1603032.250000 Penalty: 932.622681
	Iteration 136Q: 3 clusters Score -1603032 nChanged 138
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Mstep: Class 1 contains 25688 members 
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Entering Unmasked Estep 
Score: -1603075.250000 Penalty: 932.622681
	Iteration 137Q: 3 clusters Score -1603075 nChanged 145
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Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1603116.000000 Penalty: 932.622681
	Iteration 138Q: 3 clusters Score -1603116 nChanged 151
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Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1603164.750000 Penalty: 932.622681
	Iteration 139Q: 3 clusters Score -1603165 nChanged 112
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Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1603186.250000 Penalty: 932.622681
	Iteration 140F: 3 clusters Score -1603186 nChanged 115
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Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1603220.000000 Penalty: 932.622681
	Iteration 141Q: 3 clusters Score -1603220 nChanged 121
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Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1603256.750000 Penalty: 932.622681
	Iteration 142Q: 3 clusters Score -1603257 nChanged 107
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Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1603286.500000 Penalty: 932.622681
	Iteration 143Q: 3 clusters Score -1603286 nChanged 109
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Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1603321.625000 Penalty: 932.622681
	Iteration 144Q: 3 clusters Score -1603322 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1603335.125000 Penalty: 932.622681
	Iteration 145Q: 3 clusters Score -1603335 nChanged 68
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Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1603358.000000 Penalty: 932.622681
	Iteration 146Q: 3 clusters Score -1603358 nChanged 59
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Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1603365.500000 Penalty: 932.622681
	Iteration 147Q: 3 clusters Score -1603366 nChanged 68
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Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1603377.625000 Penalty: 932.622681
	Iteration 148Q: 3 clusters Score -1603378 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1603391.625000 Penalty: 932.622681
	Iteration 149Q: 3 clusters Score -1603392 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1603399.750000 Penalty: 932.622681
	Iteration 150Q: 3 clusters Score -1603400 nChanged 53
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Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1603409.750000 Penalty: 932.622681
	Iteration 151Q: 3 clusters Score -1603410 nChanged 48
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Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1603423.625000 Penalty: 932.622681
	Iteration 152Q: 3 clusters Score -1603424 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1603431.875000 Penalty: 932.622681
	Iteration 153Q: 3 clusters Score -1603432 nChanged 29
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Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1603436.875000 Penalty: 932.622681
	Iteration 154Q: 3 clusters Score -1603437 nChanged 37
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Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1603442.875000 Penalty: 932.622681
	Iteration 155Q: 3 clusters Score -1603443 nChanged 42
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Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1603451.875000 Penalty: 932.622681
	Iteration 156Q: 3 clusters Score -1603452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1603456.250000 Penalty: 932.622681
	Iteration 157Q: 3 clusters Score -1603456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1603470.625000 Penalty: 932.622681
	Iteration 158Q: 3 clusters Score -1603471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1603485.500000 Penalty: 932.622681
	Iteration 159Q: 3 clusters Score -1603486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1603500.000000 Penalty: 932.622681
	Iteration 160F: 3 clusters Score -1603500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1603509.125000 Penalty: 932.622681
	Iteration 161Q: 3 clusters Score -1603509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1603522.125000 Penalty: 932.622681
	Iteration 162Q: 3 clusters Score -1603522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1603535.875000 Penalty: 932.622681
	Iteration 163Q: 3 clusters Score -1603536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1603553.250000 Penalty: 932.622681
	Iteration 164Q: 3 clusters Score -1603553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1603559.375000 Penalty: 932.622681
	Iteration 165Q: 3 clusters Score -1603559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1603568.750000 Penalty: 932.622681
	Iteration 166Q: 3 clusters Score -1603569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1603583.125000 Penalty: 932.622681
	Iteration 167Q: 3 clusters Score -1603583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1603588.500000 Penalty: 932.622681
	Iteration 168Q: 3 clusters Score -1603588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1603591.750000 Penalty: 932.622681
	Iteration 169Q: 3 clusters Score -1603592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1603595.250000 Penalty: 932.622681
	Iteration 170Q: 3 clusters Score -1603595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1603603.000000 Penalty: 932.622681
	Iteration 171Q: 3 clusters Score -1603603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1603611.250000 Penalty: 932.622681
	Iteration 172Q: 3 clusters Score -1603611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1603618.125000 Penalty: 932.622681
	Iteration 173Q: 3 clusters Score -1603618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1603623.750000 Penalty: 932.622681
	Iteration 174Q: 3 clusters Score -1603624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1603626.875000 Penalty: 932.622681
	Iteration 175Q: 3 clusters Score -1603627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1603632.625000 Penalty: 932.622681
	Iteration 176Q: 3 clusters Score -1603633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1603637.500000 Penalty: 932.622681
	Iteration 177Q: 3 clusters Score -1603638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1603638.625000 Penalty: 932.622681
	Iteration 178Q: 3 clusters Score -1603639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1603642.500000 Penalty: 932.622681
	Iteration 179Q: 3 clusters Score -1603642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1603646.875000 Penalty: 932.622681
	Iteration 180F: 3 clusters Score -1603647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1603651.500000 Penalty: 932.622681
	Iteration 181Q: 3 clusters Score -1603652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1603655.375000 Penalty: 932.622681
	Iteration 182Q: 3 clusters Score -1603655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1603660.750000 Penalty: 932.622681
	Iteration 183Q: 3 clusters Score -1603661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1603666.625000 Penalty: 932.622681
	Iteration 184Q: 3 clusters Score -1603667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1603671.375000 Penalty: 932.622681
	Iteration 185Q: 3 clusters Score -1603671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1603677.750000 Penalty: 932.622681
	Iteration 186Q: 3 clusters Score -1603678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1603679.250000 Penalty: 932.622681
	Iteration 187Q: 3 clusters Score -1603679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1603681.000000 Penalty: 932.622681
	Iteration 188Q: 3 clusters Score -1603681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1603684.750000 Penalty: 932.622681
	Iteration 189Q: 3 clusters Score -1603685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1603691.250000 Penalty: 932.622681
	Iteration 190Q: 3 clusters Score -1603691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1603697.500000 Penalty: 932.622681
	Iteration 191Q: 3 clusters Score -1603698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1603700.750000 Penalty: 932.622681
	Iteration 192Q: 3 clusters Score -1603701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1603705.750000 Penalty: 932.622681
	Iteration 193Q: 3 clusters Score -1603706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1603709.750000 Penalty: 932.622681
	Iteration 194Q: 3 clusters Score -1603710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1603709.375000 Penalty: 932.622681
	Iteration 195Q: 3 clusters Score -1603709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1603709.250000 Penalty: 932.622681
	Iteration 196Q: 3 clusters Score -1603709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1603709.250000 Penalty: 932.622681
	Iteration 197F: 3 clusters Score -1603709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -418886.281250 Penalty: 408.592102
	Iteration 0F: 2 clusters Score -418886.3 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 3958 members 
Entering Unmasked Estep 
Score: -413640.031250 Penalty: 817.184204
	Iteration 0F: 3 clusters Score -413640 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -415970.187500 Penalty: 817.184204
	Iteration 1F: 3 clusters Score -415970.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -416726.937500 Penalty: 817.184204
	Iteration 2F: 3 clusters Score -416726.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -417587.468750 Penalty: 817.184204
	Iteration 3F: 3 clusters Score -417587.5 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -418227.750000 Penalty: 817.184204
	Iteration 4F: 3 clusters Score -418227.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -418546.093750 Penalty: 817.184204
	Iteration 5F: 3 clusters Score -418546.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -418666.656250 Penalty: 817.184204
	Iteration 6Q: 3 clusters Score -418666.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -418729.187500 Penalty: 817.184204
	Iteration 7Q: 3 clusters Score -418729.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -418773.906250 Penalty: 817.184204
	Iteration 8Q: 3 clusters Score -418773.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -418802.156250 Penalty: 817.184204
	Iteration 9Q: 3 clusters Score -418802.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -418821.250000 Penalty: 817.184204
	Iteration 10Q: 3 clusters Score -418821.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -418839.281250 Penalty: 817.184204
	Iteration 11Q: 3 clusters Score -418839.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -418854.500000 Penalty: 817.184204
	Iteration 12Q: 3 clusters Score -418854.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -418870.187500 Penalty: 817.184204
	Iteration 13Q: 3 clusters Score -418870.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -418885.031250 Penalty: 817.184204
	Iteration 14Q: 3 clusters Score -418885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -418895.937500 Penalty: 817.184204
	Iteration 15Q: 3 clusters Score -418895.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -418904.500000 Penalty: 817.184204
	Iteration 16Q: 3 clusters Score -418904.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -418910.062500 Penalty: 817.184204
	Iteration 17Q: 3 clusters Score -418910.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -418917.406250 Penalty: 817.184204
	Iteration 18Q: 3 clusters Score -418917.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -418924.468750 Penalty: 817.184204
	Iteration 19Q: 3 clusters Score -418924.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -418930.531250 Penalty: 817.184204
	Iteration 20F: 3 clusters Score -418930.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -418937.062500 Penalty: 817.184204
	Iteration 21Q: 3 clusters Score -418937.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -418943.125000 Penalty: 817.184204
	Iteration 22Q: 3 clusters Score -418943.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -418947.593750 Penalty: 817.184204
	Iteration 23Q: 3 clusters Score -418947.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -418955.093750 Penalty: 817.184204
	Iteration 24Q: 3 clusters Score -418955.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -418959.562500 Penalty: 817.184204
	Iteration 25Q: 3 clusters Score -418959.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -418964.562500 Penalty: 817.184204
	Iteration 26Q: 3 clusters Score -418964.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -418967.187500 Penalty: 817.184204
	Iteration 27Q: 3 clusters Score -418967.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -418971.187500 Penalty: 817.184204
	Iteration 28Q: 3 clusters Score -418971.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -418974.843750 Penalty: 817.184204
	Iteration 29Q: 3 clusters Score -418974.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -418976.750000 Penalty: 817.184204
	Iteration 30Q: 3 clusters Score -418976.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -418977.250000 Penalty: 817.184204
	Iteration 31Q: 3 clusters Score -418977.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -418977.781250 Penalty: 817.184204
	Iteration 32Q: 3 clusters Score -418977.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -418978.718750 Penalty: 817.184204
	Iteration 33Q: 3 clusters Score -418978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -418978.875000 Penalty: 817.184204
	Iteration 34Q: 3 clusters Score -418978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -418979.500000 Penalty: 817.184204
	Iteration 35Q: 3 clusters Score -418979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -418980.125000 Penalty: 817.184204
	Iteration 36Q: 3 clusters Score -418980.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -418979.968750 Penalty: 817.184204
	Iteration 37Q: 3 clusters Score -418980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -418980.656250 Penalty: 817.184204
	Iteration 38Q: 3 clusters Score -418980.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -418980.218750 Penalty: 817.184204
	Iteration 39Q: 3 clusters Score -418980.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -418982.593750 Penalty: 817.184204
	Iteration 40F: 3 clusters Score -418982.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -418982.156250 Penalty: 817.184204
	Iteration 41Q: 3 clusters Score -418982.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -418981.750000 Penalty: 817.184204
	Iteration 42Q: 3 clusters Score -418981.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -418981.593750 Penalty: 817.184204
	Iteration 43Q: 3 clusters Score -418981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -418981.593750 Penalty: 817.184204
	Iteration 44F: 3 clusters Score -418981.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 127149 members 
Mstep: Class 3 contains 54419 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 169703 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 4667 members 
Mstep: Class 8 contains 143663 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 73562 members 
Mstep: Class 11 contains 3276 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 100427 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 194552 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 122874 members 
Mstep: Class 20 contains 70246 members 
Mstep: Class 21 contains 10216 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 137536 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 108210 members 
Entering Unmasked Estep 
Score: -87198984.000000 Penalty: 16992.373047
Splitting cluster 7 changes total score from -87199680.000000 to -87198984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (143663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143663 members 
Entering Unmasked Estep 
Score: -7485711.000000 Penalty: 540.322754
	Iteration 0F: 2 clusters Score -7485711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -7394158.500000 Penalty: 1080.645508
	Iteration 0F: 3 clusters Score -7394158 nChanged 70389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -7438839.000000 Penalty: 1080.645508
	Iteration 1F: 3 clusters Score -7438839 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91624 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -7443241.500000 Penalty: 1080.645508
	Iteration 2F: 3 clusters Score -7443242 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -7450779.500000 Penalty: 1080.645508
	Iteration 3F: 3 clusters Score -7450780 nChanged 13305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114742 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -7461814.000000 Penalty: 1080.645508
	Iteration 4F: 3 clusters Score -7461814 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125822 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -7473486.500000 Penalty: 1080.645508
	Iteration 5F: 3 clusters Score -7473486 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132506 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -7481915.500000 Penalty: 1080.645508
	Iteration 6F: 3 clusters Score -7481916 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134981 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -7486202.500000 Penalty: 1080.645508
	Iteration 7Q: 3 clusters Score -7486202 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -7487673.500000 Penalty: 1080.645508
	Iteration 8Q: 3 clusters Score -7487674 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135900 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -7488089.500000 Penalty: 1080.645508
	Iteration 9Q: 3 clusters Score -7488090 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136166 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -7488268.000000 Penalty: 1080.645508
	Iteration 10Q: 3 clusters Score -7488268 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136354 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -7488378.500000 Penalty: 1080.645508
	Iteration 11Q: 3 clusters Score -7488378 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136509 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -7488428.000000 Penalty: 1080.645508
	Iteration 12Q: 3 clusters Score -7488428 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136625 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -7488465.000000 Penalty: 1080.645508
	Iteration 13Q: 3 clusters Score -7488465 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136695 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -7488487.000000 Penalty: 1080.645508
	Iteration 14Q: 3 clusters Score -7488487 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136728 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -7488483.000000 Penalty: 1080.645508
	Iteration 15Q: 3 clusters Score -7488483 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136761 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -7488509.000000 Penalty: 1080.645508
	Iteration 16Q: 3 clusters Score -7488509 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136780 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -7488515.000000 Penalty: 1080.645508
	Iteration 17Q: 3 clusters Score -7488515 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136800 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -7488513.500000 Penalty: 1080.645508
	Iteration 18Q: 3 clusters Score -7488514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136819 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -7488489.500000 Penalty: 1080.645508
	Iteration 19Q: 3 clusters Score -7488490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136834 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -7488484.500000 Penalty: 1080.645508
	Iteration 20F: 3 clusters Score -7488484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136844 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -7488482.500000 Penalty: 1080.645508
	Iteration 21Q: 3 clusters Score -7488482 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136861 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -7488476.000000 Penalty: 1080.645508
	Iteration 22Q: 3 clusters Score -7488476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136881 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -7488487.500000 Penalty: 1080.645508
	Iteration 23Q: 3 clusters Score -7488488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136887 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -7488472.500000 Penalty: 1080.645508
	Iteration 24Q: 3 clusters Score -7488472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136886 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -7488467.000000 Penalty: 1080.645508
	Iteration 25Q: 3 clusters Score -7488467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136883 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -7488465.000000 Penalty: 1080.645508
	Iteration 26Q: 3 clusters Score -7488465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136885 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -7488468.500000 Penalty: 1080.645508
	Iteration 27Q: 3 clusters Score -7488468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136886 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -7488469.500000 Penalty: 1080.645508
	Iteration 28Q: 3 clusters Score -7488470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136884 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -7488469.500000 Penalty: 1080.645508
	Iteration 29Q: 3 clusters Score -7488470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136886 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -7488474.000000 Penalty: 1080.645508
	Iteration 30Q: 3 clusters Score -7488474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136881 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -7488481.000000 Penalty: 1080.645508
	Iteration 31Q: 3 clusters Score -7488481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136876 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -7488480.000000 Penalty: 1080.645508
	Iteration 32Q: 3 clusters Score -7488480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -7488486.500000 Penalty: 1080.645508
	Iteration 33Q: 3 clusters Score -7488486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136870 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -7488481.500000 Penalty: 1080.645508
	Iteration 34Q: 3 clusters Score -7488482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136870 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -7488481.000000 Penalty: 1080.645508
	Iteration 35Q: 3 clusters Score -7488481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136868 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -7488486.500000 Penalty: 1080.645508
	Iteration 36Q: 3 clusters Score -7488486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136868 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -7488486.500000 Penalty: 1080.645508
	Iteration 37Q: 3 clusters Score -7488486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136868 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -7488484.000000 Penalty: 1080.645508
	Iteration 38Q: 3 clusters Score -7488484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136869 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -7488485.000000 Penalty: 1080.645508
	Iteration 39Q: 3 clusters Score -7488485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136870 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -7488485.000000 Penalty: 1080.645508
	Iteration 40F: 3 clusters Score -7488485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136870 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -7488486.000000 Penalty: 1080.645508
	Iteration 41Q: 3 clusters Score -7488486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136869 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -7488484.500000 Penalty: 1080.645508
	Iteration 42Q: 3 clusters Score -7488484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136867 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -7488487.000000 Penalty: 1080.645508
	Iteration 43Q: 3 clusters Score -7488487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136862 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -7488479.000000 Penalty: 1080.645508
	Iteration 44Q: 3 clusters Score -7488479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136859 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -7488479.000000 Penalty: 1080.645508
	Iteration 45Q: 3 clusters Score -7488479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136858 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -7488476.500000 Penalty: 1080.645508
	Iteration 46Q: 3 clusters Score -7488476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136858 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -7488476.000000 Penalty: 1080.645508
	Iteration 47Q: 3 clusters Score -7488476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -7488475.000000 Penalty: 1080.645508
	Iteration 48Q: 3 clusters Score -7488475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -7488475.000000 Penalty: 1080.645508
	Iteration 49F: 3 clusters Score -7488475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 127149 members 
Mstep: Class 3 contains 54419 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 169703 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 136857 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 73562 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 100427 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 194552 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 122874 members 
Mstep: Class 20 contains 70246 members 
Mstep: Class 21 contains 10216 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 137536 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 108210 members 
Entering Unmasked Estep 
Score: -87201584.000000 Penalty: 16992.373047
Splitting cluster 8 changes total score from -87199680.000000 to -87201584.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 9 (75018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75018 members 
Entering Unmasked Estep 
Score: -4011190.500000 Penalty: 510.759460
	Iteration 0F: 2 clusters Score -4011190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -3960678.250000 Penalty: 1021.518921
	Iteration 0F: 3 clusters Score -3960678 nChanged 36507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -3982132.000000 Penalty: 1021.518921
	Iteration 1F: 3 clusters Score -3982132 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -3983139.250000 Penalty: 1021.518921
	Iteration 2Q: 3 clusters Score -3983139 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -3985097.750000 Penalty: 1021.518921
	Iteration 3F: 3 clusters Score -3985098 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -3988846.000000 Penalty: 1021.518921
	Iteration 4F: 3 clusters Score -3988846 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -3995304.250000 Penalty: 1021.518921
	Iteration 5F: 3 clusters Score -3995304 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -4002648.250000 Penalty: 1021.518921
	Iteration 6F: 3 clusters Score -4002648 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -4007430.250000 Penalty: 1021.518921
	Iteration 7F: 3 clusters Score -4007430 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -4009476.750000 Penalty: 1021.518921
	Iteration 8Q: 3 clusters Score -4009477 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 74264 members 
Entering Unmasked Estep 
Score: -4010234.750000 Penalty: 1021.518921
	Iteration 9Q: 3 clusters Score -4010235 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 74604 members 
Entering Unmasked Estep 
Score: -4010513.500000 Penalty: 1021.518921
	Iteration 10Q: 3 clusters Score -4010514 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -4010610.250000 Penalty: 1021.518921
	Iteration 11Q: 3 clusters Score -4010610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -4010656.750000 Penalty: 1021.518921
	Iteration 12Q: 3 clusters Score -4010657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -4010692.500000 Penalty: 1021.518921
	Iteration 13Q: 3 clusters Score -4010692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -4010705.500000 Penalty: 1021.518921
	Iteration 14Q: 3 clusters Score -4010706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 74875 members 
Entering Unmasked Estep 
Score: -4010718.500000 Penalty: 1021.518921
	Iteration 15Q: 3 clusters Score -4010718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 74882 members 
Entering Unmasked Estep 
Score: -4010724.750000 Penalty: 1021.518921
	Iteration 16Q: 3 clusters Score -4010725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -4010731.000000 Penalty: 1021.518921
	Iteration 17Q: 3 clusters Score -4010731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 74891 members 
Entering Unmasked Estep 
Score: -4010735.250000 Penalty: 1021.518921
	Iteration 18Q: 3 clusters Score -4010735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -4010737.250000 Penalty: 1021.518921
	Iteration 19Q: 3 clusters Score -4010737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -4010740.500000 Penalty: 1021.518921
	Iteration 20F: 3 clusters Score -4010740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -4010744.750000 Penalty: 1021.518921
	Iteration 21Q: 3 clusters Score -4010745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -4010747.000000 Penalty: 1021.518921
	Iteration 22Q: 3 clusters Score -4010747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 74904 members 
Entering Unmasked Estep 
Score: -4010748.000000 Penalty: 1021.518921
	Iteration 23Q: 3 clusters Score -4010748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -4010750.500000 Penalty: 1021.518921
	Iteration 24Q: 3 clusters Score -4010750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 74907 members 
Entering Unmasked Estep 
Score: -4010753.000000 Penalty: 1021.518921
	Iteration 25Q: 3 clusters Score -4010753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -4010747.250000 Penalty: 1021.518921
	Iteration 26Q: 3 clusters Score -4010747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -4010747.250000 Penalty: 1021.518921
	Iteration 27F: 3 clusters Score -4010747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73562 members 
Entering Unmasked Estep 
Score: -3811666.000000 Penalty: 509.867706
	Iteration 0F: 2 clusters Score -3811666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -3762040.500000 Penalty: 1019.735413
	Iteration 0F: 3 clusters Score -3762040 nChanged 35830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -3784064.000000 Penalty: 1019.735413
	Iteration 1F: 3 clusters Score -3784064 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -3785417.750000 Penalty: 1019.735413
	Iteration 2Q: 3 clusters Score -3785418 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -3787340.750000 Penalty: 1019.735413
	Iteration 3Q: 3 clusters Score -3787341 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -3790043.250000 Penalty: 1019.735413
	Iteration 4F: 3 clusters Score -3790043 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -3794000.000000 Penalty: 1019.735413
	Iteration 5F: 3 clusters Score -3794000 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -3798099.500000 Penalty: 1019.735413
	Iteration 6F: 3 clusters Score -3798100 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -3800827.500000 Penalty: 1019.735413
	Iteration 7F: 3 clusters Score -3800828 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -3802091.500000 Penalty: 1019.735413
	Iteration 8Q: 3 clusters Score -3802092 nChanged 1861
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -3802594.250000 Penalty: 1019.735413
	Iteration 9Q: 3 clusters Score -3802594 nChanged 1328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3802994 nChanged 1189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -3803367.250000 Penalty: 1019.735413
	Iteration 11Q: 3 clusters Score -3803367 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -3803698.750000 Penalty: 1019.735413
	Iteration 12Q: 3 clusters Score -3803699 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -3804069.500000 Penalty: 1019.735413
	Iteration 13Q: 3 clusters Score -3804070 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -3804476.250000 Penalty: 1019.735413
	Iteration 14Q: 3 clusters Score -3804476 nChanged 1090
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3804770 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -3805064.500000 Penalty: 1019.735413
	Iteration 16Q: 3 clusters Score -3805064 nChanged 930
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Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -3805300.500000 Penalty: 1019.735413
	Iteration 17Q: 3 clusters Score -3805300 nChanged 821
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Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -3805492.750000 Penalty: 1019.735413
	Iteration 18Q: 3 clusters Score -3805493 nChanged 783
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -3805664.750000 Penalty: 1019.735413
	Iteration 19Q: 3 clusters Score -3805665 nChanged 697
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Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -3805798.750000 Penalty: 1019.735413
	Iteration 20F: 3 clusters Score -3805799 nChanged 630
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -3805921.750000 Penalty: 1019.735413
	Iteration 21Q: 3 clusters Score -3805922 nChanged 574
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Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -3806010.250000 Penalty: 1019.735413
	Iteration 22Q: 3 clusters Score -3806010 nChanged 527
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Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -3806069.000000 Penalty: 1019.735413
	Iteration 23Q: 3 clusters Score -3806069 nChanged 485
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Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -3806132.500000 Penalty: 1019.735413
	Iteration 24Q: 3 clusters Score -3806132 nChanged 396
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -3806193.250000 Penalty: 1019.735413
	Iteration 25Q: 3 clusters Score -3806193 nChanged 366
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Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -3806240.250000 Penalty: 1019.735413
	Iteration 26Q: 3 clusters Score -3806240 nChanged 344
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Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -3806256.750000 Penalty: 1019.735413
	Iteration 27Q: 3 clusters Score -3806257 nChanged 333
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Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -3806302.250000 Penalty: 1019.735413
	Iteration 28Q: 3 clusters Score -3806302 nChanged 330
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Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -3806358.250000 Penalty: 1019.735413
	Iteration 29Q: 3 clusters Score -3806358 nChanged 352
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Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -3806394.750000 Penalty: 1019.735413
	Iteration 30Q: 3 clusters Score -3806395 nChanged 369
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Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -3806447.500000 Penalty: 1019.735413
	Iteration 31Q: 3 clusters Score -3806448 nChanged 342
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Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -3806461.250000 Penalty: 1019.735413
	Iteration 32Q: 3 clusters Score -3806461 nChanged 316
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Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3806507 nChanged 301
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Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3806546 nChanged 282
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Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3806570 nChanged 266
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Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -3806583.500000 Penalty: 1019.735413
	Iteration 36Q: 3 clusters Score -3806584 nChanged 251
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Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -3806608.750000 Penalty: 1019.735413
	Iteration 37Q: 3 clusters Score -3806609 nChanged 248
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -3806642.750000 Penalty: 1019.735413
	Iteration 38Q: 3 clusters Score -3806643 nChanged 240
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Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -3806662.750000 Penalty: 1019.735413
	Iteration 39Q: 3 clusters Score -3806663 nChanged 247
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Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -3806674.000000 Penalty: 1019.735413
	Iteration 40F: 3 clusters Score -3806674 nChanged 263
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Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3806687 nChanged 260
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Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3806709 nChanged 209
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Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3806736 nChanged 184
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Mstep: Class 1 contains 37920 members 
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Entering Unmasked Estep 
Score: -3806740.500000 Penalty: 1019.735413
	Iteration 44Q: 3 clusters Score -3806740 nChanged 181
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Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3806752 nChanged 177
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Mstep: Class 1 contains 38052 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3806772 nChanged 151
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Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3806780 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -3806795.000000 Penalty: 1019.735413
	Iteration 48Q: 3 clusters Score -3806795 nChanged 134
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Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -3806782.000000 Penalty: 1019.735413
	Iteration 49Q: 3 clusters Score -3806782 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3806795 nChanged 116
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Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -3806791.750000 Penalty: 1019.735413
	Iteration 51Q: 3 clusters Score -3806792 nChanged 103
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Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -3806809.250000 Penalty: 1019.735413
	Iteration 52Q: 3 clusters Score -3806809 nChanged 106
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Mstep: Class 1 contains 38063 members 
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Entering Unmasked Estep 
Score: -3806816.750000 Penalty: 1019.735413
	Iteration 53Q: 3 clusters Score -3806817 nChanged 97
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Mstep: Class 1 contains 38020 members 
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Entering Unmasked Estep 
Score: -3806815.750000 Penalty: 1019.735413
	Iteration 54Q: 3 clusters Score -3806816 nChanged 103
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Mstep: Class 1 contains 37975 members 
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Entering Unmasked Estep 
Score: -3806801.750000 Penalty: 1019.735413
	Iteration 55Q: 3 clusters Score -3806802 nChanged 96
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Mstep: Class 1 contains 37931 members 
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Entering Unmasked Estep 
Score: -3806813.750000 Penalty: 1019.735413
	Iteration 56Q: 3 clusters Score -3806814 nChanged 81
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Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -3806816.500000 Penalty: 1019.735413
	Iteration 57Q: 3 clusters Score -3806816 nChanged 82
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Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -3806821.750000 Penalty: 1019.735413
	Iteration 58Q: 3 clusters Score -3806822 nChanged 80
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Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -3806827.500000 Penalty: 1019.735413
	Iteration 59Q: 3 clusters Score -3806828 nChanged 77
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Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -3806826.750000 Penalty: 1019.735413
	Iteration 60F: 3 clusters Score -3806827 nChanged 85
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Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -3806835.500000 Penalty: 1019.735413
	Iteration 61Q: 3 clusters Score -3806836 nChanged 79
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Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -3806850.750000 Penalty: 1019.735413
	Iteration 62Q: 3 clusters Score -3806851 nChanged 80
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Mstep: Class 1 contains 37477 members 
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Entering Unmasked Estep 
Score: -3806856.250000 Penalty: 1019.735413
	Iteration 63Q: 3 clusters Score -3806856 nChanged 81
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Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -3806861.750000 Penalty: 1019.735413
	Iteration 64Q: 3 clusters Score -3806862 nChanged 83
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Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -3806868.250000 Penalty: 1019.735413
	Iteration 65Q: 3 clusters Score -3806868 nChanged 89
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Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -3806860.000000 Penalty: 1019.735413
	Iteration 66Q: 3 clusters Score -3806860 nChanged 94
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Mstep: Class 1 contains 37150 members 
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Entering Unmasked Estep 
Score: -3806861.500000 Penalty: 1019.735413
	Iteration 67Q: 3 clusters Score -3806862 nChanged 90
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Mstep: Class 1 contains 37064 members 
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Entering Unmasked Estep 
Score: -3806870.750000 Penalty: 1019.735413
	Iteration 68Q: 3 clusters Score -3806871 nChanged 93
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Mstep: Class 1 contains 36975 members 
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Entering Unmasked Estep 
Score: -3806865.500000 Penalty: 1019.735413
	Iteration 69Q: 3 clusters Score -3806866 nChanged 105
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Mstep: Class 1 contains 36874 members 
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Entering Unmasked Estep 
Score: -3806853.250000 Penalty: 1019.735413
	Iteration 70Q: 3 clusters Score -3806853 nChanged 91
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Mstep: Class 1 contains 36787 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3806854 nChanged 98
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Mstep: Class 1 contains 36693 members 
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Entering Unmasked Estep 
Score: -3806852.000000 Penalty: 1019.735413
	Iteration 72Q: 3 clusters Score -3806852 nChanged 93
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Mstep: Class 1 contains 36604 members 
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Entering Unmasked Estep 
Score: -3806848.750000 Penalty: 1019.735413
	Iteration 73Q: 3 clusters Score -3806849 nChanged 88
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3806860 nChanged 63
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Mstep: Class 1 contains 36461 members 
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Entering Unmasked Estep 
Score: -3806867.250000 Penalty: 1019.735413
	Iteration 75Q: 3 clusters Score -3806867 nChanged 51
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3806866 nChanged 54
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Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3806868 nChanged 48
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Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3806870 nChanged 45
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Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3806869 nChanged 44
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Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -3806865.000000 Penalty: 1019.735413
	Iteration 80F: 3 clusters Score -3806865 nChanged 46
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Mstep: Class 1 contains 36189 members 
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Entering Unmasked Estep 
Score: -3806872.750000 Penalty: 1019.735413
	Iteration 81Q: 3 clusters Score -3806873 nChanged 51
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Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3806864 nChanged 46
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Mstep: Class 1 contains 36104 members 
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Entering Unmasked Estep 
Score: -3806861.750000 Penalty: 1019.735413
	Iteration 83Q: 3 clusters Score -3806862 nChanged 43
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3806863 nChanged 55
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Mstep: Class 1 contains 36008 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3806872 nChanged 56
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3806863 nChanged 56
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3806861 nChanged 49
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3806864 nChanged 54
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Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -3806849.000000 Penalty: 1019.735413
	Iteration 89Q: 3 clusters Score -3806849 nChanged 43
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3806852 nChanged 52
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3806857 nChanged 66
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3806871 nChanged 52
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3806878 nChanged 44
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3806880 nChanged 48
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	Iteration 95Q: 3 clusters Score -3806883 nChanged 61
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	Iteration 96Q: 3 clusters Score -3806883 nChanged 62
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3806880 nChanged 76
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	Iteration 98Q: 3 clusters Score -3806878 nChanged 82
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	Iteration 99Q: 3 clusters Score -3806871 nChanged 96
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3806885 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35051 members 
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	Iteration 101Q: 3 clusters Score -3806886 nChanged 96
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Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3806899 nChanged 98
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Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 38705 members 
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Mstep: Class 1 contains 34768 members 
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	Iteration 104Q: 3 clusters Score -3806910 nChanged 101
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	Iteration 105Q: 3 clusters Score -3806907 nChanged 91
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	Iteration 106Q: 3 clusters Score -3806918 nChanged 73
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	Iteration 107Q: 3 clusters Score -3806920 nChanged 56
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3806928 nChanged 44
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3806925 nChanged 50
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3806920 nChanged 56
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3806920 nChanged 63
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Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3806927 nChanged 59
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Entering Unmasked Estep 
Score: -3806926.250000 Penalty: 1019.735413
	Iteration 113Q: 3 clusters Score -3806926 nChanged 58
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	Iteration 114Q: 3 clusters Score -3806930 nChanged 62
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	Iteration 115Q: 3 clusters Score -3806940 nChanged 60
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Mstep: Class 2 contains 39549 members 
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Score: -3806939.000000 Penalty: 1019.735413
	Iteration 116Q: 3 clusters Score -3806939 nChanged 63
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	Iteration 117Q: 3 clusters Score -3806944 nChanged 63
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Entering Unmasked Estep 
Score: -3806942.750000 Penalty: 1019.735413
	Iteration 118Q: 3 clusters Score -3806943 nChanged 57
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3806937 nChanged 60
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3806939 nChanged 66
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3806940 nChanged 63
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3806942 nChanged 73
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	Iteration 123Q: 3 clusters Score -3806942 nChanged 54
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3806936 nChanged 50
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3806938 nChanged 48
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Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3806937 nChanged 37
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	Iteration 127Q: 3 clusters Score -3806929 nChanged 46
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Score: -3806931.750000 Penalty: 1019.735413
	Iteration 128Q: 3 clusters Score -3806932 nChanged 48
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Score: -3806934.250000 Penalty: 1019.735413
	Iteration 129Q: 3 clusters Score -3806934 nChanged 33
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Mstep: Class 1 contains 33258 members 
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	Iteration 130Q: 3 clusters Score -3806929 nChanged 48
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	Iteration 131Q: 3 clusters Score -3806929 nChanged 52
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	Iteration 132Q: 3 clusters Score -3806934 nChanged 60
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Entering Unmasked Estep 
Score: -3806943.000000 Penalty: 1019.735413
	Iteration 133Q: 3 clusters Score -3806943 nChanged 60
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	Iteration 134Q: 3 clusters Score -3806941 nChanged 73
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3806946 nChanged 82
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	Iteration 136Q: 3 clusters Score -3806950 nChanged 86
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	Iteration 137Q: 3 clusters Score -3806945 nChanged 82
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	Iteration 138Q: 3 clusters Score -3806955 nChanged 85
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	Iteration 139Q: 3 clusters Score -3806947 nChanged 84
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3806946 nChanged 71
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Score: -3806953.000000 Penalty: 1019.735413
	Iteration 141Q: 3 clusters Score -3806953 nChanged 64
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	Iteration 142Q: 3 clusters Score -3806946 nChanged 71
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Score: -3806951.000000 Penalty: 1019.735413
	Iteration 143Q: 3 clusters Score -3806951 nChanged 70
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Mstep: Class 1 contains 32270 members 
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	Iteration 144Q: 3 clusters Score -3806955 nChanged 58
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Score: -3806958.000000 Penalty: 1019.735413
	Iteration 145Q: 3 clusters Score -3806958 nChanged 50
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Mstep: Class 1 contains 32166 members 
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Score: -3806959.250000 Penalty: 1019.735413
	Iteration 146Q: 3 clusters Score -3806959 nChanged 39
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	Iteration 147Q: 3 clusters Score -3806963 nChanged 33
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	Iteration 148Q: 3 clusters Score -3806966 nChanged 33
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Score: -3806967.250000 Penalty: 1019.735413
	Iteration 149Q: 3 clusters Score -3806967 nChanged 31
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	Iteration 150Q: 3 clusters Score -3806968 nChanged 29
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	Iteration 151Q: 3 clusters Score -3806968 nChanged 34
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	Iteration 152Q: 3 clusters Score -3806972 nChanged 39
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	Iteration 153Q: 3 clusters Score -3806973 nChanged 37
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	Iteration 154Q: 3 clusters Score -3806966 nChanged 34
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	Iteration 155Q: 3 clusters Score -3806976 nChanged 31
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	Iteration 157Q: 3 clusters Score -3806969 nChanged 24
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	Iteration 158Q: 3 clusters Score -3806969 nChanged 28
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	Iteration 159Q: 3 clusters Score -3806961 nChanged 26
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	Iteration 160F: 3 clusters Score -3806968 nChanged 24
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	Iteration 161Q: 3 clusters Score -3806973 nChanged 23
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	Iteration 162Q: 3 clusters Score -3806985 nChanged 33
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Score: -3806981.250000 Penalty: 1019.735413
	Iteration 163Q: 3 clusters Score -3806981 nChanged 37
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	Iteration 164Q: 3 clusters Score -3806978 nChanged 38
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	Iteration 165Q: 3 clusters Score -3806971 nChanged 52
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	Iteration 166Q: 3 clusters Score -3806982 nChanged 42
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	Iteration 167Q: 3 clusters Score -3806980 nChanged 50
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	Iteration 168Q: 3 clusters Score -3806981 nChanged 45
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	Iteration 169Q: 3 clusters Score -3806989 nChanged 48
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	Iteration 170Q: 3 clusters Score -3806988 nChanged 56
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	Iteration 171Q: 3 clusters Score -3806990 nChanged 69
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	Iteration 172Q: 3 clusters Score -3807008 nChanged 70
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	Iteration 173Q: 3 clusters Score -3807009 nChanged 60
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	Iteration 174Q: 3 clusters Score -3807014 nChanged 59
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	Iteration 175Q: 3 clusters Score -3807014 nChanged 57
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	Iteration 176Q: 3 clusters Score -3807002 nChanged 53
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	Iteration 177Q: 3 clusters Score -3807008 nChanged 52
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	Iteration 178Q: 3 clusters Score -3807006 nChanged 54
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	Iteration 179Q: 3 clusters Score -3807019 nChanged 49
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	Iteration 180F: 3 clusters Score -3807018 nChanged 52
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Score: -3807022.500000 Penalty: 1019.735413
	Iteration 181Q: 3 clusters Score -3807022 nChanged 48
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Score: -3807023.250000 Penalty: 1019.735413
	Iteration 182Q: 3 clusters Score -3807023 nChanged 44
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	Iteration 183Q: 3 clusters Score -3807026 nChanged 49
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	Iteration 184Q: 3 clusters Score -3807023 nChanged 47
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	Iteration 185Q: 3 clusters Score -3807029 nChanged 52
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	Iteration 186Q: 3 clusters Score -3807026 nChanged 55
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	Iteration 187Q: 3 clusters Score -3807027 nChanged 57
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Score: -3807016.250000 Penalty: 1019.735413
	Iteration 188Q: 3 clusters Score -3807016 nChanged 59
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	Iteration 189Q: 3 clusters Score -3807014 nChanged 48
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	Iteration 190Q: 3 clusters Score -3807018 nChanged 43
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Score: -3807021.500000 Penalty: 1019.735413
	Iteration 191Q: 3 clusters Score -3807022 nChanged 44
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Entering Unmasked Estep 
Score: -3807025.250000 Penalty: 1019.735413
	Iteration 192Q: 3 clusters Score -3807025 nChanged 48
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	Iteration 193Q: 3 clusters Score -3807027 nChanged 49
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Entering Unmasked Estep 
Score: -3807020.250000 Penalty: 1019.735413
	Iteration 194Q: 3 clusters Score -3807020 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -3807028 nChanged 59
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Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -3807023 nChanged 65
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Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3807030 nChanged 72
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Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -3807024.500000 Penalty: 1019.735413
	Iteration 198Q: 3 clusters Score -3807024 nChanged 72
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Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -3807023 nChanged 71
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Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -3807026.250000 Penalty: 1019.735413
	Iteration 200F: 3 clusters Score -3807026 nChanged 67
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Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -3807026 nChanged 64
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Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -3807021.500000 Penalty: 1019.735413
	Iteration 202Q: 3 clusters Score -3807022 nChanged 57
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Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -3807014 nChanged 68
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Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -3807024 nChanged 73
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Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -3807028 nChanged 85
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Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -3807024 nChanged 84
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Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -3807035.250000 Penalty: 1019.735413
	Iteration 207Q: 3 clusters Score -3807035 nChanged 98
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Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -3807048.250000 Penalty: 1019.735413
	Iteration 208Q: 3 clusters Score -3807048 nChanged 119
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Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -3807045.750000 Penalty: 1019.735413
	Iteration 209Q: 3 clusters Score -3807046 nChanged 117
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Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -3807052.250000 Penalty: 1019.735413
	Iteration 210Q: 3 clusters Score -3807052 nChanged 110
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Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -3807055.500000 Penalty: 1019.735413
	Iteration 211Q: 3 clusters Score -3807056 nChanged 111
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Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -3807073 nChanged 105
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Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -3807082.250000 Penalty: 1019.735413
	Iteration 213Q: 3 clusters Score -3807082 nChanged 110
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Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -3807088 nChanged 124
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Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -3807102.250000 Penalty: 1019.735413
	Iteration 215Q: 3 clusters Score -3807102 nChanged 127
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Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -3807105.250000 Penalty: 1019.735413
	Iteration 216Q: 3 clusters Score -3807105 nChanged 150
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Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -3807102 nChanged 159
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Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -3807111.250000 Penalty: 1019.735413
	Iteration 218Q: 3 clusters Score -3807111 nChanged 147
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Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -3807127.500000 Penalty: 1019.735413
	Iteration 219Q: 3 clusters Score -3807128 nChanged 168
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Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -3807138.500000 Penalty: 1019.735413
	Iteration 220F: 3 clusters Score -3807138 nChanged 181
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Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -3807145.000000 Penalty: 1019.735413
	Iteration 221Q: 3 clusters Score -3807145 nChanged 206
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Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -3807164.250000 Penalty: 1019.735413
	Iteration 222Q: 3 clusters Score -3807164 nChanged 207
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Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -3807195.250000 Penalty: 1019.735413
	Iteration 223Q: 3 clusters Score -3807195 nChanged 195
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Mstep: Class 1 contains 26786 members 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -3807198 nChanged 192
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Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -3807216 nChanged 205
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Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -3807232 nChanged 207
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Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -3807234 nChanged 196
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Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -3807226.750000 Penalty: 1019.735413
	Iteration 228Q: 3 clusters Score -3807227 nChanged 224
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Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -3807255 nChanged 246
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Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -3807288 nChanged 253
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Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -3807294.750000 Penalty: 1019.735413
	Iteration 231Q: 3 clusters Score -3807295 nChanged 271
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Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -3807310.500000 Penalty: 1019.735413
	Iteration 232Q: 3 clusters Score -3807310 nChanged 237
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Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -3807321.250000 Penalty: 1019.735413
	Iteration 233Q: 3 clusters Score -3807321 nChanged 218
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Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -3807341.750000 Penalty: 1019.735413
	Iteration 234Q: 3 clusters Score -3807342 nChanged 208
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Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -3807377 nChanged 223
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Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -3807394.500000 Penalty: 1019.735413
	Iteration 236Q: 3 clusters Score -3807394 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -3807406.750000 Penalty: 1019.735413
	Iteration 237Q: 3 clusters Score -3807407 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -3807440 nChanged 281
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Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -3807477.750000 Penalty: 1019.735413
	Iteration 239Q: 3 clusters Score -3807478 nChanged 314
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -3807503.500000 Penalty: 1019.735413
	Iteration 240F: 3 clusters Score -3807504 nChanged 328
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Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -3807544.750000 Penalty: 1019.735413
	Iteration 241Q: 3 clusters Score -3807545 nChanged 343
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Mstep: Class 1 contains 22382 members 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -3807584 nChanged 358
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Mstep: Class 1 contains 22026 members 
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Entering Unmasked Estep 
Score: -3807615.500000 Penalty: 1019.735413
	Iteration 243Q: 3 clusters Score -3807616 nChanged 354
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Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -3807668 nChanged 384
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Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -3807722 nChanged 409
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Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -3807790.000000 Penalty: 1019.735413
	Iteration 246Q: 3 clusters Score -3807790 nChanged 470
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Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 53151 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -3807887 nChanged 498
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Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -3807995 nChanged 533
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Mstep: Class 1 contains 19394 members 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -3808098 nChanged 611
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Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -3808239 nChanged 698
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Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -3808390 nChanged 740
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -3808607.000000 Penalty: 1019.735413
	Iteration 252Q: 3 clusters Score -3808607 nChanged 813
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -3808851 nChanged 828
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -3809116.000000 Penalty: 1019.735413
	Iteration 254Q: 3 clusters Score -3809116 nChanged 873
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Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -3809446 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -3809770 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -3810045 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -3810307 nChanged 754
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Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -3810558 nChanged 715
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -3810804.750000 Penalty: 1019.735413
	Iteration 260F: 3 clusters Score -3810805 nChanged 643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -3811005.750000 Penalty: 1019.735413
	Iteration 261Q: 3 clusters Score -3811006 nChanged 577
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Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -3811166 nChanged 548
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Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -3811332.500000 Penalty: 1019.735413
	Iteration 263Q: 3 clusters Score -3811332 nChanged 512
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Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -3811470 nChanged 469
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -3811585 nChanged 426
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Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -3811692.250000 Penalty: 1019.735413
	Iteration 266Q: 3 clusters Score -3811692 nChanged 406
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -3811806.500000 Penalty: 1019.735413
	Iteration 267Q: 3 clusters Score -3811806 nChanged 355
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Mstep: Class 1 contains 7838 members 
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Entering Unmasked Estep 
Score: -3811903.250000 Penalty: 1019.735413
	Iteration 268Q: 3 clusters Score -3811903 nChanged 333
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Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 66041 members 
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	Iteration 269Q: 3 clusters Score -3811975 nChanged 324
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Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 66353 members 
Entering Unmasked Estep 
Score: -3812027.250000 Penalty: 1019.735413
	Iteration 270Q: 3 clusters Score -3812027 nChanged 317
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Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -3812088.250000 Penalty: 1019.735413
	Iteration 271Q: 3 clusters Score -3812088 nChanged 262
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Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -3812136.750000 Penalty: 1019.735413
	Iteration 272Q: 3 clusters Score -3812137 nChanged 229
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Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -3812170 nChanged 217
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Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -3812199.500000 Penalty: 1019.735413
	Iteration 274Q: 3 clusters Score -3812200 nChanged 184
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Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -3812222.000000 Penalty: 1019.735413
	Iteration 275Q: 3 clusters Score -3812222 nChanged 169
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Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -3812266.750000 Penalty: 1019.735413
	Iteration 276Q: 3 clusters Score -3812267 nChanged 148
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Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -3812285.750000 Penalty: 1019.735413
	Iteration 277Q: 3 clusters Score -3812286 nChanged 123
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Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -3812294 nChanged 106
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Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -3812303.750000 Penalty: 1019.735413
	Iteration 279Q: 3 clusters Score -3812304 nChanged 92
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Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -3812308.250000 Penalty: 1019.735413
	Iteration 280F: 3 clusters Score -3812308 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 68238 members 
Entering Unmasked Estep 
Score: -3812305.000000 Penalty: 1019.735413
	Iteration 281Q: 3 clusters Score -3812305 nChanged 87
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Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -3812314.750000 Penalty: 1019.735413
	Iteration 282Q: 3 clusters Score -3812315 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -3812316.750000 Penalty: 1019.735413
	Iteration 283Q: 3 clusters Score -3812317 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -3812331.000000 Penalty: 1019.735413
	Iteration 284Q: 3 clusters Score -3812331 nChanged 73
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Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 68538 members 
Entering Unmasked Estep 
Score: -3812344.750000 Penalty: 1019.735413
	Iteration 285Q: 3 clusters Score -3812345 nChanged 70
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Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -3812343.750000 Penalty: 1019.735413
	Iteration 286Q: 3 clusters Score -3812344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -3812347.500000 Penalty: 1019.735413
	Iteration 287Q: 3 clusters Score -3812348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -3812352.250000 Penalty: 1019.735413
	Iteration 288Q: 3 clusters Score -3812352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -3812353.750000 Penalty: 1019.735413
	Iteration 289Q: 3 clusters Score -3812354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -3812362.500000 Penalty: 1019.735413
	Iteration 290Q: 3 clusters Score -3812362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -3812360.500000 Penalty: 1019.735413
	Iteration 291Q: 3 clusters Score -3812360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -3812364.000000 Penalty: 1019.735413
	Iteration 292Q: 3 clusters Score -3812364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -3812373.000000 Penalty: 1019.735413
	Iteration 293Q: 3 clusters Score -3812373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -3812375.000000 Penalty: 1019.735413
	Iteration 294Q: 3 clusters Score -3812375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -3812374.750000 Penalty: 1019.735413
	Iteration 295Q: 3 clusters Score -3812375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 69034 members 
Entering Unmasked Estep 
Score: -3812390.000000 Penalty: 1019.735413
	Iteration 296Q: 3 clusters Score -3812390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -3812394.000000 Penalty: 1019.735413
	Iteration 297Q: 3 clusters Score -3812394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
Score: -3812393.500000 Penalty: 1019.735413
	Iteration 298Q: 3 clusters Score -3812394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -3812388.250000 Penalty: 1019.735413
	Iteration 299Q: 3 clusters Score -3812388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -3812391.250000 Penalty: 1019.735413
	Iteration 300F: 3 clusters Score -3812391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 69089 members 
Entering Unmasked Estep 
Score: -3812387.000000 Penalty: 1019.735413
	Iteration 301Q: 3 clusters Score -3812387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -3812382.500000 Penalty: 1019.735413
	Iteration 302Q: 3 clusters Score -3812382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -3812383.500000 Penalty: 1019.735413
	Iteration 303Q: 3 clusters Score -3812384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 69119 members 
Entering Unmasked Estep 
Score: -3812383.750000 Penalty: 1019.735413
	Iteration 304Q: 3 clusters Score -3812384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -3812387.500000 Penalty: 1019.735413
	Iteration 305Q: 3 clusters Score -3812388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -3812390.750000 Penalty: 1019.735413
	Iteration 306Q: 3 clusters Score -3812391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -3812394.500000 Penalty: 1019.735413
	Iteration 307Q: 3 clusters Score -3812394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -3812393.750000 Penalty: 1019.735413
	Iteration 308Q: 3 clusters Score -3812394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -3812397.250000 Penalty: 1019.735413
	Iteration 309Q: 3 clusters Score -3812397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -3812390.000000 Penalty: 1019.735413
	Iteration 310Q: 3 clusters Score -3812390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 69230 members 
Entering Unmasked Estep 
Score: -3812394.750000 Penalty: 1019.735413
	Iteration 311Q: 3 clusters Score -3812395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -3812396.750000 Penalty: 1019.735413
	Iteration 312Q: 3 clusters Score -3812397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -3812398.000000 Penalty: 1019.735413
	Iteration 313Q: 3 clusters Score -3812398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -3812399.000000 Penalty: 1019.735413
	Iteration 314Q: 3 clusters Score -3812399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -3812398.750000 Penalty: 1019.735413
	Iteration 315Q: 3 clusters Score -3812399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -3812397.250000 Penalty: 1019.735413
	Iteration 316Q: 3 clusters Score -3812397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -3812397.250000 Penalty: 1019.735413
	Iteration 317Q: 3 clusters Score -3812397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -3812398.500000 Penalty: 1019.735413
	Iteration 318Q: 3 clusters Score -3812398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -3812398.000000 Penalty: 1019.735413
	Iteration 319Q: 3 clusters Score -3812398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -3812398.500000 Penalty: 1019.735413
	Iteration 320F: 3 clusters Score -3812398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 69258 members 
Entering Unmasked Estep 
Score: -3812397.000000 Penalty: 1019.735413
	Iteration 321Q: 3 clusters Score -3812397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -3812399.000000 Penalty: 1019.735413
	Iteration 322Q: 3 clusters Score -3812399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -3812400.750000 Penalty: 1019.735413
	Iteration 323Q: 3 clusters Score -3812401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 69268 members 
Entering Unmasked Estep 
Score: -3812396.750000 Penalty: 1019.735413
	Iteration 324Q: 3 clusters Score -3812397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -3812395.750000 Penalty: 1019.735413
	Iteration 325Q: 3 clusters Score -3812396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -3812395.750000 Penalty: 1019.735413
	Iteration 326F: 3 clusters Score -3812396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 127149 members 
Mstep: Class 3 contains 54419 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 169703 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 136857 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 229 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 100427 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 194552 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 122874 members 
Mstep: Class 20 contains 70246 members 
Mstep: Class 21 contains 10216 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 137536 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 108210 members 
Mstep: Class 27 contains 69270 members 
Entering Unmasked Estep 
Score: -87202672.000000 Penalty: 17645.925781
Splitting cluster 10 changes total score from -87199680.000000 to -87202672.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -9058.359375 Penalty: 247.234344
	Iteration 0F: 2 clusters Score -9058.359 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 105 members 
Entering Unmasked Estep 
Score: -8763.896484 Penalty: 494.468689
	Iteration 0F: 3 clusters Score -8763.896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8830.930664 Penalty: 494.468689
	Iteration 1F: 3 clusters Score -8830.931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8863.636719 Penalty: 494.468689
	Iteration 2F: 3 clusters Score -8863.637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8878.241211 Penalty: 494.468689
	Iteration 3F: 3 clusters Score -8878.241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8889.348633 Penalty: 494.468689
	Iteration 4Q: 3 clusters Score -8889.349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8916.238281 Penalty: 494.468689
	Iteration 5Q: 3 clusters Score -8916.238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8951.461914 Penalty: 494.468689
	Iteration 6Q: 3 clusters Score -8951.462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8993.233398 Penalty: 494.468689
	Iteration 7F: 3 clusters Score -8993.233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9011.968750 Penalty: 494.468689
	Iteration 8Q: 3 clusters Score -9011.969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9026.119141 Penalty: 494.468689
	Iteration 9Q: 3 clusters Score -9026.119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9042.308594 Penalty: 494.468689
	Iteration 10Q: 3 clusters Score -9042.309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -9058.441406 Penalty: 494.468689
	Iteration 11Q: 3 clusters Score -9058.441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9079.778320 Penalty: 494.468689
	Iteration 12Q: 3 clusters Score -9079.778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9131.611328 Penalty: 494.468689
	Iteration 13Q: 3 clusters Score -9131.611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9177.777344 Penalty: 494.468689
	Iteration 14F: 3 clusters Score -9177.777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9194.965820 Penalty: 494.468689
	Iteration 15Q: 3 clusters Score -9194.966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9199.180664 Penalty: 494.468689
	Iteration 16Q: 3 clusters Score -9199.181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9200.702148 Penalty: 494.468689
	Iteration 17Q: 3 clusters Score -9200.702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9202.147461 Penalty: 494.468689
	Iteration 18Q: 3 clusters Score -9202.147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9202.147461 Penalty: 494.468689
	Iteration 19F: 3 clusters Score -9202.147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 127149 members 
Mstep: Class 3 contains 54419 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 169703 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 136857 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 100427 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 194552 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 122874 members 
Mstep: Class 20 contains 70246 members 
Mstep: Class 21 contains 10216 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 137536 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 108210 members 
Mstep: Class 27 contains 69270 members 
Mstep: Class 28 contains 71 members 
Entering Unmasked Estep 
Score: -87202360.000000 Penalty: 18299.478516
Splitting cluster 12 changes total score from -87199680.000000 to -87202360.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (11200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Entering Unmasked Estep 
Score: -615771.875000 Penalty: 424.226959
	Iteration 0F: 2 clusters Score -615771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -608353.500000 Penalty: 848.453918
	Iteration 0F: 3 clusters Score -608353.5 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -611275.875000 Penalty: 848.453918
	Iteration 1F: 3 clusters Score -611275.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -611465.437500 Penalty: 848.453918
	Iteration 2Q: 3 clusters Score -611465.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -611731.062500 Penalty: 848.453918
	Iteration 3Q: 3 clusters Score -611731.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -612087.375000 Penalty: 848.453918
	Iteration 4F: 3 clusters Score -612087.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -612566.125000 Penalty: 848.453918
	Iteration 5F: 3 clusters Score -612566.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -613122.375000 Penalty: 848.453918
	Iteration 6F: 3 clusters Score -613122.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -613619.187500 Penalty: 848.453918
	Iteration 7F: 3 clusters Score -613619.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -613944.375000 Penalty: 848.453918
	Iteration 8F: 3 clusters Score -613944.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -614123.000000 Penalty: 848.453918
	Iteration 9Q: 3 clusters Score -614123 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -614224.500000 Penalty: 848.453918
	Iteration 10Q: 3 clusters Score -614224.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -614309.875000 Penalty: 848.453918
	Iteration 11Q: 3 clusters Score -614309.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -614392.312500 Penalty: 848.453918
	Iteration 12Q: 3 clusters Score -614392.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -614467.812500 Penalty: 848.453918
	Iteration 13Q: 3 clusters Score -614467.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -614533.250000 Penalty: 848.453918
	Iteration 14Q: 3 clusters Score -614533.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -614601.000000 Penalty: 848.453918
	Iteration 15Q: 3 clusters Score -614601 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -614646.187500 Penalty: 848.453918
	Iteration 16Q: 3 clusters Score -614646.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -614680.500000 Penalty: 848.453918
	Iteration 17Q: 3 clusters Score -614680.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -614712.625000 Penalty: 848.453918
	Iteration 18Q: 3 clusters Score -614712.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -614743.500000 Penalty: 848.453918
	Iteration 19Q: 3 clusters Score -614743.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -614770.937500 Penalty: 848.453918
	Iteration 20F: 3 clusters Score -614770.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -614794.500000 Penalty: 848.453918
	Iteration 21Q: 3 clusters Score -614794.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -614810.187500 Penalty: 848.453918
	Iteration 22Q: 3 clusters Score -614810.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -614823.750000 Penalty: 848.453918
	Iteration 23Q: 3 clusters Score -614823.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -614837.062500 Penalty: 848.453918
	Iteration 24Q: 3 clusters Score -614837.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -614848.875000 Penalty: 848.453918
	Iteration 25Q: 3 clusters Score -614848.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -614858.437500 Penalty: 848.453918
	Iteration 26Q: 3 clusters Score -614858.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -614870.562500 Penalty: 848.453918
	Iteration 27Q: 3 clusters Score -614870.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -614877.437500 Penalty: 848.453918
	Iteration 28Q: 3 clusters Score -614877.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -614883.812500 Penalty: 848.453918
	Iteration 29Q: 3 clusters Score -614883.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -614887.187500 Penalty: 848.453918
	Iteration 30Q: 3 clusters Score -614887.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -614894.687500 Penalty: 848.453918
	Iteration 31Q: 3 clusters Score -614894.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -614898.687500 Penalty: 848.453918
	Iteration 32Q: 3 clusters Score -614898.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -614905.187500 Penalty: 848.453918
	Iteration 33Q: 3 clusters Score -614905.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -614910.625000 Penalty: 848.453918
	Iteration 34Q: 3 clusters Score -614910.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -614914.812500 Penalty: 848.453918
	Iteration 35Q: 3 clusters Score -614914.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -614919.062500 Penalty: 848.453918
	Iteration 36Q: 3 clusters Score -614919.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -614919.687500 Penalty: 848.453918
	Iteration 37Q: 3 clusters Score -614919.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -614922.187500 Penalty: 848.453918
	Iteration 38Q: 3 clusters Score -614922.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -614922.312500 Penalty: 848.453918
	Iteration 39Q: 3 clusters Score -614922.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -614923.500000 Penalty: 848.453918
	Iteration 40F: 3 clusters Score -614923.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -614924.375000 Penalty: 848.453918
	Iteration 41Q: 3 clusters Score -614924.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -614925.625000 Penalty: 848.453918
	Iteration 42Q: 3 clusters Score -614925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -614926.312500 Penalty: 848.453918
	Iteration 43Q: 3 clusters Score -614926.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -614926.500000 Penalty: 848.453918
	Iteration 44Q: 3 clusters Score -614926.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -614926.312500 Penalty: 848.453918
	Iteration 45Q: 3 clusters Score -614926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -614925.437500 Penalty: 848.453918
	Iteration 46Q: 3 clusters Score -614925.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -614924.812500 Penalty: 848.453918
	Iteration 47Q: 3 clusters Score -614924.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -614926.687500 Penalty: 848.453918
	Iteration 48Q: 3 clusters Score -614926.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -614924.812500 Penalty: 848.453918
	Iteration 49Q: 3 clusters Score -614924.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -614927.562500 Penalty: 848.453918
	Iteration 50Q: 3 clusters Score -614927.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -614926.125000 Penalty: 848.453918
	Iteration 51Q: 3 clusters Score -614926.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -614927.375000 Penalty: 848.453918
	Iteration 52Q: 3 clusters Score -614927.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -614930.750000 Penalty: 848.453918
	Iteration 53Q: 3 clusters Score -614930.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -614931.062500 Penalty: 848.453918
	Iteration 54Q: 3 clusters Score -614931.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -614932.125000 Penalty: 848.453918
	Iteration 55Q: 3 clusters Score -614932.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -614936.062500 Penalty: 848.453918
	Iteration 56Q: 3 clusters Score -614936.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -614939.875000 Penalty: 848.453918
	Iteration 57Q: 3 clusters Score -614939.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -614945.750000 Penalty: 848.453918
	Iteration 58Q: 3 clusters Score -614945.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -614952.437500 Penalty: 848.453918
	Iteration 59Q: 3 clusters Score -614952.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -614957.687500 Penalty: 848.453918
	Iteration 60F: 3 clusters Score -614957.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -614963.875000 Penalty: 848.453918
	Iteration 61Q: 3 clusters Score -614963.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -614970.562500 Penalty: 848.453918
	Iteration 62Q: 3 clusters Score -614970.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -614978.437500 Penalty: 848.453918
	Iteration 63Q: 3 clusters Score -614978.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -614982.750000 Penalty: 848.453918
	Iteration 64Q: 3 clusters Score -614982.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -614983.312500 Penalty: 848.453918
	Iteration 65Q: 3 clusters Score -614983.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -614984.812500 Penalty: 848.453918
	Iteration 66Q: 3 clusters Score -614984.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -614988.687500 Penalty: 848.453918
	Iteration 67Q: 3 clusters Score -614988.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -614993.187500 Penalty: 848.453918
	Iteration 68Q: 3 clusters Score -614993.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -614997.062500 Penalty: 848.453918
	Iteration 69Q: 3 clusters Score -614997.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -615001.312500 Penalty: 848.453918
	Iteration 70Q: 3 clusters Score -615001.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -615003.750000 Penalty: 848.453918
	Iteration 71Q: 3 clusters Score -615003.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -615007.812500 Penalty: 848.453918
	Iteration 72Q: 3 clusters Score -615007.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -615008.375000 Penalty: 848.453918
	Iteration 73Q: 3 clusters Score -615008.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -615008.562500 Penalty: 848.453918
	Iteration 74Q: 3 clusters Score -615008.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -615013.375000 Penalty: 848.453918
	Iteration 75Q: 3 clusters Score -615013.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -615016.562500 Penalty: 848.453918
	Iteration 76Q: 3 clusters Score -615016.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -615021.812500 Penalty: 848.453918
	Iteration 77Q: 3 clusters Score -615021.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -615023.187500 Penalty: 848.453918
	Iteration 78Q: 3 clusters Score -615023.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -615026.812500 Penalty: 848.453918
	Iteration 79Q: 3 clusters Score -615026.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -615027.937500 Penalty: 848.453918
	Iteration 80F: 3 clusters Score -615027.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -615029.062500 Penalty: 848.453918
	Iteration 81Q: 3 clusters Score -615029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -615028.562500 Penalty: 848.453918
	Iteration 82Q: 3 clusters Score -615028.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -615031.562500 Penalty: 848.453918
	Iteration 83Q: 3 clusters Score -615031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -615031.625000 Penalty: 848.453918
	Iteration 84Q: 3 clusters Score -615031.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -615030.750000 Penalty: 848.453918
	Iteration 85Q: 3 clusters Score -615030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -615031.187500 Penalty: 848.453918
	Iteration 86Q: 3 clusters Score -615031.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -615030.812500 Penalty: 848.453918
	Iteration 87Q: 3 clusters Score -615030.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -615030.375000 Penalty: 848.453918
	Iteration 88Q: 3 clusters Score -615030.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -615034.687500 Penalty: 848.453918
	Iteration 89Q: 3 clusters Score -615034.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -615039.250000 Penalty: 848.453918
	Iteration 90Q: 3 clusters Score -615039.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -615041.000000 Penalty: 848.453918
	Iteration 91Q: 3 clusters Score -615041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -615044.250000 Penalty: 848.453918
	Iteration 92Q: 3 clusters Score -615044.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -615046.125000 Penalty: 848.453918
	Iteration 93Q: 3 clusters Score -615046.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -615049.687500 Penalty: 848.453918
	Iteration 94Q: 3 clusters Score -615049.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -615056.187500 Penalty: 848.453918
	Iteration 95Q: 3 clusters Score -615056.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -615057.687500 Penalty: 848.453918
	Iteration 96Q: 3 clusters Score -615057.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -615062.625000 Penalty: 848.453918
	Iteration 97Q: 3 clusters Score -615062.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -615064.250000 Penalty: 848.453918
	Iteration 98Q: 3 clusters Score -615064.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -615067.812500 Penalty: 848.453918
	Iteration 99Q: 3 clusters Score -615067.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -615070.312500 Penalty: 848.453918
	Iteration 100F: 3 clusters Score -615070.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -615071.062500 Penalty: 848.453918
	Iteration 101Q: 3 clusters Score -615071.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -615072.750000 Penalty: 848.453918
	Iteration 102Q: 3 clusters Score -615072.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -615074.187500 Penalty: 848.453918
	Iteration 103Q: 3 clusters Score -615074.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -615074.687500 Penalty: 848.453918
	Iteration 104Q: 3 clusters Score -615074.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -615074.687500 Penalty: 848.453918
	Iteration 105Q: 3 clusters Score -615074.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -615076.812500 Penalty: 848.453918
	Iteration 106Q: 3 clusters Score -615076.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -615076.625000 Penalty: 848.453918
	Iteration 107Q: 3 clusters Score -615076.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -615077.250000 Penalty: 848.453918
	Iteration 108Q: 3 clusters Score -615077.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -615078.812500 Penalty: 848.453918
	Iteration 109Q: 3 clusters Score -615078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -615079.375000 Penalty: 848.453918
	Iteration 110Q: 3 clusters Score -615079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -615079.250000 Penalty: 848.453918
	Iteration 111Q: 3 clusters Score -615079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -615081.125000 Penalty: 848.453918
	Iteration 112Q: 3 clusters Score -615081.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -615081.187500 Penalty: 848.453918
	Iteration 113Q: 3 clusters Score -615081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -615079.312500 Penalty: 848.453918
	Iteration 114Q: 3 clusters Score -615079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -615079.750000 Penalty: 848.453918
	Iteration 115Q: 3 clusters Score -615079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -615079.250000 Penalty: 848.453918
	Iteration 116Q: 3 clusters Score -615079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -615080.125000 Penalty: 848.453918
	Iteration 117Q: 3 clusters Score -615080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -615080.562500 Penalty: 848.453918
	Iteration 118Q: 3 clusters Score -615080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -615080.187500 Penalty: 848.453918
	Iteration 119Q: 3 clusters Score -615080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -615080.312500 Penalty: 848.453918
	Iteration 120F: 3 clusters Score -615080.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (100427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100427 members 
Entering Unmasked Estep 
Score: -5276192.500000 Penalty: 524.031982
	Iteration 0F: 2 clusters Score -5276192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -5209051.000000 Penalty: 1048.063965
	Iteration 0F: 3 clusters Score -5209051 nChanged 49237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56326 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -5239757.000000 Penalty: 1048.063965
	Iteration 1F: 3 clusters Score -5239757 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -5241765.500000 Penalty: 1048.063965
	Iteration 2Q: 3 clusters Score -5241766 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65124 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -5245064.000000 Penalty: 1048.063965
	Iteration 3F: 3 clusters Score -5245064 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -5250647.000000 Penalty: 1048.063965
	Iteration 4F: 3 clusters Score -5250647 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -5258501.000000 Penalty: 1048.063965
	Iteration 5F: 3 clusters Score -5258501 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -5267004.500000 Penalty: 1048.063965
	Iteration 6F: 3 clusters Score -5267004 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -5272610.500000 Penalty: 1048.063965
	Iteration 7F: 3 clusters Score -5272610 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5274863.500000 Penalty: 1048.063965
	Iteration 8Q: 3 clusters Score -5274864 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100068 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5275501.000000 Penalty: 1048.063965
	Iteration 9Q: 3 clusters Score -5275501 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5275677.000000 Penalty: 1048.063965
	Iteration 10Q: 3 clusters Score -5275677 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100313 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5275749.000000 Penalty: 1048.063965
	Iteration 11Q: 3 clusters Score -5275749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100328 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -5275778.500000 Penalty: 1048.063965
	Iteration 12Q: 3 clusters Score -5275778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100324 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -5275787.000000 Penalty: 1048.063965
	Iteration 13Q: 3 clusters Score -5275787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100330 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5275795.000000 Penalty: 1048.063965
	Iteration 14Q: 3 clusters Score -5275795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5275793.000000 Penalty: 1048.063965
	Iteration 15Q: 3 clusters Score -5275793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5275797.000000 Penalty: 1048.063965
	Iteration 16Q: 3 clusters Score -5275797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5275800.500000 Penalty: 1048.063965
	Iteration 17Q: 3 clusters Score -5275800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5275810.000000 Penalty: 1048.063965
	Iteration 18Q: 3 clusters Score -5275810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5275806.500000 Penalty: 1048.063965
	Iteration 19Q: 3 clusters Score -5275806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100334 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5275808.500000 Penalty: 1048.063965
	Iteration 20F: 3 clusters Score -5275808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5275812.500000 Penalty: 1048.063965
	Iteration 21Q: 3 clusters Score -5275812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100335 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5275812.500000 Penalty: 1048.063965
	Iteration 22F: 3 clusters Score -5275812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Entering Unmasked Estep 
Score: -297313.750000 Penalty: 392.810455
	Iteration 0F: 2 clusters Score -297313.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -293505.781250 Penalty: 785.620911
	Iteration 0F: 3 clusters Score -293505.8 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -294937.656250 Penalty: 785.620911
	Iteration 1F: 3 clusters Score -294937.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -295211.218750 Penalty: 785.620911
	Iteration 2F: 3 clusters Score -295211.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -295574.312500 Penalty: 785.620911
	Iteration 3F: 3 clusters Score -295574.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -295947.531250 Penalty: 785.620911
	Iteration 4F: 3 clusters Score -295947.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -296257.468750 Penalty: 785.620911
	Iteration 5F: 3 clusters Score -296257.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -296478.875000 Penalty: 785.620911
	Iteration 6F: 3 clusters Score -296478.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -296620.468750 Penalty: 785.620911
	Iteration 7Q: 3 clusters Score -296620.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -296721.500000 Penalty: 785.620911
	Iteration 8Q: 3 clusters Score -296721.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -296784.000000 Penalty: 785.620911
	Iteration 9Q: 3 clusters Score -296784 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -296826.562500 Penalty: 785.620911
	Iteration 10Q: 3 clusters Score -296826.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -296874.500000 Penalty: 785.620911
	Iteration 11Q: 3 clusters Score -296874.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -296910.781250 Penalty: 785.620911
	Iteration 12Q: 3 clusters Score -296910.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -296943.343750 Penalty: 785.620911
	Iteration 13Q: 3 clusters Score -296943.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -296968.875000 Penalty: 785.620911
	Iteration 14Q: 3 clusters Score -296968.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -296998.156250 Penalty: 785.620911
	Iteration 15Q: 3 clusters Score -296998.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -297026.906250 Penalty: 785.620911
	Iteration 16Q: 3 clusters Score -297026.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -297056.843750 Penalty: 785.620911
	Iteration 17Q: 3 clusters Score -297056.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -297081.437500 Penalty: 785.620911
	Iteration 18Q: 3 clusters Score -297081.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -297102.468750 Penalty: 785.620911
	Iteration 19Q: 3 clusters Score -297102.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -297118.843750 Penalty: 785.620911
	Iteration 20F: 3 clusters Score -297118.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -297130.000000 Penalty: 785.620911
	Iteration 21Q: 3 clusters Score -297130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -297139.781250 Penalty: 785.620911
	Iteration 22Q: 3 clusters Score -297139.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -297147.093750 Penalty: 785.620911
	Iteration 23Q: 3 clusters Score -297147.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -297154.187500 Penalty: 785.620911
	Iteration 24Q: 3 clusters Score -297154.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -297165.781250 Penalty: 785.620911
	Iteration 25Q: 3 clusters Score -297165.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -297175.281250 Penalty: 785.620911
	Iteration 26Q: 3 clusters Score -297175.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -297186.156250 Penalty: 785.620911
	Iteration 27Q: 3 clusters Score -297186.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -297195.156250 Penalty: 785.620911
	Iteration 28Q: 3 clusters Score -297195.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -297209.625000 Penalty: 785.620911
	Iteration 29Q: 3 clusters Score -297209.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -297221.937500 Penalty: 785.620911
	Iteration 30Q: 3 clusters Score -297221.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -297228.281250 Penalty: 785.620911
	Iteration 31Q: 3 clusters Score -297228.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -297235.812500 Penalty: 785.620911
	Iteration 32Q: 3 clusters Score -297235.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -297244.875000 Penalty: 785.620911
	Iteration 33Q: 3 clusters Score -297244.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -297251.531250 Penalty: 785.620911
	Iteration 34Q: 3 clusters Score -297251.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -297254.625000 Penalty: 785.620911
	Iteration 35Q: 3 clusters Score -297254.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -297257.250000 Penalty: 785.620911
	Iteration 36Q: 3 clusters Score -297257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -297258.000000 Penalty: 785.620911
	Iteration 37Q: 3 clusters Score -297258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -297258.906250 Penalty: 785.620911
	Iteration 38Q: 3 clusters Score -297258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -297260.281250 Penalty: 785.620911
	Iteration 39Q: 3 clusters Score -297260.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -297261.125000 Penalty: 785.620911
	Iteration 40F: 3 clusters Score -297261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -297262.437500 Penalty: 785.620911
	Iteration 41Q: 3 clusters Score -297262.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -297262.468750 Penalty: 785.620911
	Iteration 42Q: 3 clusters Score -297262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -297262.625000 Penalty: 785.620911
	Iteration 43Q: 3 clusters Score -297262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -297262.968750 Penalty: 785.620911
	Iteration 44Q: 3 clusters Score -297263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -297262.968750 Penalty: 785.620911
	Iteration 45F: 3 clusters Score -297263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67249 members 
Entering Unmasked Estep 
Score: -3716011.500000 Penalty: 505.785156
	Iteration 0F: 2 clusters Score -3716012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -3671171.500000 Penalty: 1011.570312
	Iteration 0F: 3 clusters Score -3671172 nChanged 32603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -3691582.000000 Penalty: 1011.570312
	Iteration 1F: 3 clusters Score -3691582 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3693326.000000 Penalty: 1011.570312
	Iteration 2F: 3 clusters Score -3693326 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3696591.500000 Penalty: 1011.570312
	Iteration 3F: 3 clusters Score -3696592 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3701579.250000 Penalty: 1011.570312
	Iteration 4F: 3 clusters Score -3701579 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3706956.000000 Penalty: 1011.570312
	Iteration 5F: 3 clusters Score -3706956 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -3710683.250000 Penalty: 1011.570312
	Iteration 6F: 3 clusters Score -3710683 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3712469.750000 Penalty: 1011.570312
	Iteration 7Q: 3 clusters Score -3712470 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3713309.000000 Penalty: 1011.570312
	Iteration 8Q: 3 clusters Score -3713309 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62920 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3713816.250000 Penalty: 1011.570312
	Iteration 9Q: 3 clusters Score -3713816 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3714201.000000 Penalty: 1011.570312
	Iteration 10Q: 3 clusters Score -3714201 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3714508.750000 Penalty: 1011.570312
	Iteration 11Q: 3 clusters Score -3714509 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3714735.750000 Penalty: 1011.570312
	Iteration 12Q: 3 clusters Score -3714736 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3714946.500000 Penalty: 1011.570312
	Iteration 13Q: 3 clusters Score -3714946 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3715087.250000 Penalty: 1011.570312
	Iteration 14Q: 3 clusters Score -3715087 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3715218.500000 Penalty: 1011.570312
	Iteration 15Q: 3 clusters Score -3715218 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3715305.500000 Penalty: 1011.570312
	Iteration 16Q: 3 clusters Score -3715306 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3715361.250000 Penalty: 1011.570312
	Iteration 17Q: 3 clusters Score -3715361 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65770 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3715412.750000 Penalty: 1011.570312
	Iteration 18Q: 3 clusters Score -3715413 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3715452.750000 Penalty: 1011.570312
	Iteration 19Q: 3 clusters Score -3715453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3715478.250000 Penalty: 1011.570312
	Iteration 20F: 3 clusters Score -3715478 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3715518.250000 Penalty: 1011.570312
	Iteration 21Q: 3 clusters Score -3715518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3715547.500000 Penalty: 1011.570312
	Iteration 22Q: 3 clusters Score -3715548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3715577.000000 Penalty: 1011.570312
	Iteration 23Q: 3 clusters Score -3715577 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3715608.500000 Penalty: 1011.570312
	Iteration 24Q: 3 clusters Score -3715608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3715615.750000 Penalty: 1011.570312
	Iteration 25Q: 3 clusters Score -3715616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3715628.000000 Penalty: 1011.570312
	Iteration 26Q: 3 clusters Score -3715628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3715635.250000 Penalty: 1011.570312
	Iteration 27Q: 3 clusters Score -3715635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3715640.000000 Penalty: 1011.570312
	Iteration 28Q: 3 clusters Score -3715640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3715640.750000 Penalty: 1011.570312
	Iteration 29Q: 3 clusters Score -3715641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66351 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3715635.500000 Penalty: 1011.570312
	Iteration 30Q: 3 clusters Score -3715636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3715640.500000 Penalty: 1011.570312
	Iteration 31Q: 3 clusters Score -3715640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66385 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3715648.750000 Penalty: 1011.570312
	Iteration 32Q: 3 clusters Score -3715649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3715658.500000 Penalty: 1011.570312
	Iteration 33Q: 3 clusters Score -3715658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3715661.750000 Penalty: 1011.570312
	Iteration 34Q: 3 clusters Score -3715662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3715667.250000 Penalty: 1011.570312
	Iteration 35Q: 3 clusters Score -3715667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3715666.750000 Penalty: 1011.570312
	Iteration 36Q: 3 clusters Score -3715667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3715671.500000 Penalty: 1011.570312
	Iteration 37Q: 3 clusters Score -3715672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3715679.250000 Penalty: 1011.570312
	Iteration 38Q: 3 clusters Score -3715679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3715679.750000 Penalty: 1011.570312
	Iteration 39Q: 3 clusters Score -3715680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3715682.500000 Penalty: 1011.570312
	Iteration 40F: 3 clusters Score -3715682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3715679.500000 Penalty: 1011.570312
	Iteration 41Q: 3 clusters Score -3715680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66471 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3715682.250000 Penalty: 1011.570312
	Iteration 42Q: 3 clusters Score -3715682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3715684.750000 Penalty: 1011.570312
	Iteration 43Q: 3 clusters Score -3715685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3715688.250000 Penalty: 1011.570312
	Iteration 44Q: 3 clusters Score -3715688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3715688.500000 Penalty: 1011.570312
	Iteration 45Q: 3 clusters Score -3715688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3715692.250000 Penalty: 1011.570312
	Iteration 46Q: 3 clusters Score -3715692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3715696.250000 Penalty: 1011.570312
	Iteration 47Q: 3 clusters Score -3715696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3715696.250000 Penalty: 1011.570312
	Iteration 48Q: 3 clusters Score -3715696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3715697.750000 Penalty: 1011.570312
	Iteration 49Q: 3 clusters Score -3715698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66516 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3715702.000000 Penalty: 1011.570312
	Iteration 50Q: 3 clusters Score -3715702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3715707.250000 Penalty: 1011.570312
	Iteration 51Q: 3 clusters Score -3715707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3715705.500000 Penalty: 1011.570312
	Iteration 52Q: 3 clusters Score -3715706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66545 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3715706.000000 Penalty: 1011.570312
	Iteration 53Q: 3 clusters Score -3715706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3715705.750000 Penalty: 1011.570312
	Iteration 54Q: 3 clusters Score -3715706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66565 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3715704.750000 Penalty: 1011.570312
	Iteration 55Q: 3 clusters Score -3715705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66570 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3715706.000000 Penalty: 1011.570312
	Iteration 56Q: 3 clusters Score -3715706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66576 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3715710.000000 Penalty: 1011.570312
	Iteration 57Q: 3 clusters Score -3715710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3715710.500000 Penalty: 1011.570312
	Iteration 58Q: 3 clusters Score -3715710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3715714.250000 Penalty: 1011.570312
	Iteration 59Q: 3 clusters Score -3715714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3715712.000000 Penalty: 1011.570312
	Iteration 60F: 3 clusters Score -3715712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3715716.000000 Penalty: 1011.570312
	Iteration 61Q: 3 clusters Score -3715716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3715716.250000 Penalty: 1011.570312
	Iteration 62Q: 3 clusters Score -3715716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3715716.750000 Penalty: 1011.570312
	Iteration 63Q: 3 clusters Score -3715717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3715716.750000 Penalty: 1011.570312
	Iteration 64Q: 3 clusters Score -3715717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3715719.500000 Penalty: 1011.570312
	Iteration 65Q: 3 clusters Score -3715720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3715716.750000 Penalty: 1011.570312
	Iteration 66Q: 3 clusters Score -3715717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3715716.750000 Penalty: 1011.570312
	Iteration 67F: 3 clusters Score -3715717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (194552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194552 members 
Entering Unmasked Estep 
Score: -10245498.000000 Penalty: 554.119690
	Iteration 0F: 2 clusters Score -1.02455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -10163797.000000 Penalty: 1108.239380
	Iteration 0F: 3 clusters Score -1.01638e+07 nChanged 95911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105840 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
Score: -10224849.000000 Penalty: 1108.239380
	Iteration 1F: 3 clusters Score -1.022485e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -10227307.000000 Penalty: 1108.239380
	Iteration 2Q: 3 clusters Score -1.022731e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -10230412.000000 Penalty: 1108.239380
	Iteration 3Q: 3 clusters Score -1.023041e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113897 members 
Mstep: Class 2 contains 80655 members 
Entering Unmasked Estep 
Score: -10234672.000000 Penalty: 1108.239380
	Iteration 4Q: 3 clusters Score -1.023467e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116295 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -10241078.000000 Penalty: 1108.239380
	Iteration 5F: 3 clusters Score -1.024108e+07 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117331 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -10248348.000000 Penalty: 1108.239380
	Iteration 6F: 3 clusters Score -1.024835e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116360 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -10254232.000000 Penalty: 1108.239380
	Iteration 7F: 3 clusters Score -1.025423e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -10257329.000000 Penalty: 1108.239380
	Iteration 8Q: 3 clusters Score -1.025733e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -10258626.000000 Penalty: 1108.239380
	Iteration 9Q: 3 clusters Score -1.025863e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106010 members 
Mstep: Class 2 contains 88542 members 
Entering Unmasked Estep 
Score: -10259170.000000 Penalty: 1108.239380
	Iteration 10Q: 3 clusters Score -1.025917e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -10259848.000000 Penalty: 1108.239380
	Iteration 11Q: 3 clusters Score -1.025985e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95581 members 
Mstep: Class 2 contains 98971 members 
Entering Unmasked Estep 
Score: -10260489.000000 Penalty: 1108.239380
	Iteration 12Q: 3 clusters Score -1.026049e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 104719 members 
Entering Unmasked Estep 
Score: -10261195.000000 Penalty: 1108.239380
	Iteration 13Q: 3 clusters Score -1.02612e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84166 members 
Mstep: Class 2 contains 110386 members 
Entering Unmasked Estep 
Score: -10261992.000000 Penalty: 1108.239380
	Iteration 14Q: 3 clusters Score -1.026199e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 115574 members 
Entering Unmasked Estep 
Score: -10262599.000000 Penalty: 1108.239380
	Iteration 15Q: 3 clusters Score -1.02626e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74766 members 
Mstep: Class 2 contains 119786 members 
Entering Unmasked Estep 
Score: -10262911.000000 Penalty: 1108.239380
	Iteration 16Q: 3 clusters Score -1.026291e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71576 members 
Mstep: Class 2 contains 122976 members 
Entering Unmasked Estep 
Score: -10263311.000000 Penalty: 1108.239380
	Iteration 17Q: 3 clusters Score -1.026331e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 125865 members 
Entering Unmasked Estep 
Score: -10263904.000000 Penalty: 1108.239380
	Iteration 18Q: 3 clusters Score -1.02639e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 128590 members 
Entering Unmasked Estep 
Score: -10264432.000000 Penalty: 1108.239380
	Iteration 19Q: 3 clusters Score -1.026443e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 131199 members 
Entering Unmasked Estep 
Score: -10264991.000000 Penalty: 1108.239380
	Iteration 20F: 3 clusters Score -1.026499e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 133691 members 
Entering Unmasked Estep 
Score: -10265420.000000 Penalty: 1108.239380
	Iteration 21Q: 3 clusters Score -1.026542e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -10266105.000000 Penalty: 1108.239380
	Iteration 22Q: 3 clusters Score -1.02661e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 138464 members 
Entering Unmasked Estep 
Score: -10266619.000000 Penalty: 1108.239380
	Iteration 23Q: 3 clusters Score -1.026662e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 140883 members 
Entering Unmasked Estep 
Score: -10267156.000000 Penalty: 1108.239380
	Iteration 24Q: 3 clusters Score -1.026716e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 143434 members 
Entering Unmasked Estep 
Score: -10267679.000000 Penalty: 1108.239380
	Iteration 25Q: 3 clusters Score -1.026768e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 146234 members 
Entering Unmasked Estep 
Score: -10267944.000000 Penalty: 1108.239380
	Iteration 26Q: 3 clusters Score -1.026794e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 149066 members 
Entering Unmasked Estep 
Score: -10267676.000000 Penalty: 1108.239380
	Iteration 27Q: 3 clusters Score -1.026768e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 151950 members 
Entering Unmasked Estep 
Score: -10267396.000000 Penalty: 1108.239380
	Iteration 28Q: 3 clusters Score -1.02674e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 154147 members 
Entering Unmasked Estep 
Score: -10267025.000000 Penalty: 1108.239380
	Iteration 29Q: 3 clusters Score -1.026702e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 155892 members 
Entering Unmasked Estep 
Score: -10266161.000000 Penalty: 1108.239380
	Iteration 30Q: 3 clusters Score -1.026616e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 157177 members 
Entering Unmasked Estep 
Score: -10265368.000000 Penalty: 1108.239380
	Iteration 31Q: 3 clusters Score -1.026537e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 158170 members 
Entering Unmasked Estep 
Score: -10264824.000000 Penalty: 1108.239380
	Iteration 32Q: 3 clusters Score -1.026482e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 158840 members 
Entering Unmasked Estep 
Score: -10264425.000000 Penalty: 1108.239380
	Iteration 33Q: 3 clusters Score -1.026442e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 159339 members 
Entering Unmasked Estep 
Score: -10263991.000000 Penalty: 1108.239380
	Iteration 34Q: 3 clusters Score -1.026399e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 159601 members 
Entering Unmasked Estep 
Score: -10263720.000000 Penalty: 1108.239380
	Iteration 35Q: 3 clusters Score -1.026372e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 159737 members 
Entering Unmasked Estep 
Score: -10263536.000000 Penalty: 1108.239380
	Iteration 36Q: 3 clusters Score -1.026354e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 159736 members 
Entering Unmasked Estep 
Score: -10263496.000000 Penalty: 1108.239380
	Iteration 37Q: 3 clusters Score -1.02635e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 159655 members 
Entering Unmasked Estep 
Score: -10263445.000000 Penalty: 1108.239380
	Iteration 38Q: 3 clusters Score -1.026344e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 159482 members 
Entering Unmasked Estep 
Score: -10263495.000000 Penalty: 1108.239380
	Iteration 39Q: 3 clusters Score -1.02635e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 159242 members 
Entering Unmasked Estep 
Score: -10263637.000000 Penalty: 1108.239380
	Iteration 40F: 3 clusters Score -1.026364e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 158962 members 
Entering Unmasked Estep 
Score: -10263855.000000 Penalty: 1108.239380
	Iteration 41Q: 3 clusters Score -1.026386e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 158544 members 
Entering Unmasked Estep 
Score: -10264045.000000 Penalty: 1108.239380
	Iteration 42Q: 3 clusters Score -1.026404e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
Score: -10264279.000000 Penalty: 1108.239380
	Iteration 43Q: 3 clusters Score -1.026428e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 157519 members 
Entering Unmasked Estep 
Score: -10264636.000000 Penalty: 1108.239380
	Iteration 44Q: 3 clusters Score -1.026464e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 156971 members 
Entering Unmasked Estep 
Score: -10264919.000000 Penalty: 1108.239380
	Iteration 45Q: 3 clusters Score -1.026492e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 156351 members 
Entering Unmasked Estep 
Score: -10265491.000000 Penalty: 1108.239380
	Iteration 46Q: 3 clusters Score -1.026549e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -10265918.000000 Penalty: 1108.239380
	Iteration 47Q: 3 clusters Score -1.026592e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -10266287.000000 Penalty: 1108.239380
	Iteration 48Q: 3 clusters Score -1.026629e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 154797 members 
Entering Unmasked Estep 
Score: -10266615.000000 Penalty: 1108.239380
	Iteration 49Q: 3 clusters Score -1.026662e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -10266908.000000 Penalty: 1108.239380
	Iteration 50Q: 3 clusters Score -1.026691e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 153814 members 
Entering Unmasked Estep 
Score: -10267161.000000 Penalty: 1108.239380
	Iteration 51Q: 3 clusters Score -1.026716e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 153291 members 
Entering Unmasked Estep 
Score: -10267328.000000 Penalty: 1108.239380
	Iteration 52Q: 3 clusters Score -1.026733e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 152752 members 
Entering Unmasked Estep 
Score: -10267529.000000 Penalty: 1108.239380
	Iteration 53Q: 3 clusters Score -1.026753e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 152213 members 
Entering Unmasked Estep 
Score: -10267692.000000 Penalty: 1108.239380
	Iteration 54Q: 3 clusters Score -1.026769e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 151650 members 
Entering Unmasked Estep 
Score: -10267723.000000 Penalty: 1108.239380
	Iteration 55Q: 3 clusters Score -1.026772e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 151010 members 
Entering Unmasked Estep 
Score: -10267835.000000 Penalty: 1108.239380
	Iteration 56Q: 3 clusters Score -1.026784e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 150393 members 
Entering Unmasked Estep 
Score: -10267870.000000 Penalty: 1108.239380
	Iteration 57Q: 3 clusters Score -1.026787e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 149789 members 
Entering Unmasked Estep 
Score: -10267920.000000 Penalty: 1108.239380
	Iteration 58Q: 3 clusters Score -1.026792e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 149262 members 
Entering Unmasked Estep 
Score: -10267933.000000 Penalty: 1108.239380
	Iteration 59Q: 3 clusters Score -1.026793e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 148767 members 
Entering Unmasked Estep 
Score: -10267943.000000 Penalty: 1108.239380
	Iteration 60F: 3 clusters Score -1.026794e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 148108 members 
Entering Unmasked Estep 
Score: -10268008.000000 Penalty: 1108.239380
	Iteration 61Q: 3 clusters Score -1.026801e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 147404 members 
Entering Unmasked Estep 
Score: -10268081.000000 Penalty: 1108.239380
	Iteration 62Q: 3 clusters Score -1.026808e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 146513 members 
Entering Unmasked Estep 
Score: -10268233.000000 Penalty: 1108.239380
	Iteration 63Q: 3 clusters Score -1.026823e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 145571 members 
Entering Unmasked Estep 
Score: -10268221.000000 Penalty: 1108.239380
	Iteration 64Q: 3 clusters Score -1.026822e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 144503 members 
Entering Unmasked Estep 
Score: -10267993.000000 Penalty: 1108.239380
	Iteration 65Q: 3 clusters Score -1.026799e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 143350 members 
Entering Unmasked Estep 
Score: -10267832.000000 Penalty: 1108.239380
	Iteration 66Q: 3 clusters Score -1.026783e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 142060 members 
Entering Unmasked Estep 
Score: -10267692.000000 Penalty: 1108.239380
	Iteration 67Q: 3 clusters Score -1.026769e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 140677 members 
Entering Unmasked Estep 
Score: -10267542.000000 Penalty: 1108.239380
	Iteration 68Q: 3 clusters Score -1.026754e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 139218 members 
Entering Unmasked Estep 
Score: -10267295.000000 Penalty: 1108.239380
	Iteration 69Q: 3 clusters Score -1.02673e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 137620 members 
Entering Unmasked Estep 
Score: -10267094.000000 Penalty: 1108.239380
	Iteration 70Q: 3 clusters Score -1.026709e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 135808 members 
Entering Unmasked Estep 
Score: -10266809.000000 Penalty: 1108.239380
	Iteration 71Q: 3 clusters Score -1.026681e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -10266581.000000 Penalty: 1108.239380
	Iteration 72Q: 3 clusters Score -1.026658e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 131627 members 
Entering Unmasked Estep 
Score: -10266504.000000 Penalty: 1108.239380
	Iteration 73Q: 3 clusters Score -1.02665e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 129377 members 
Entering Unmasked Estep 
Score: -10266405.000000 Penalty: 1108.239380
	Iteration 74Q: 3 clusters Score -1.02664e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 127088 members 
Entering Unmasked Estep 
Score: -10266339.000000 Penalty: 1108.239380
	Iteration 75Q: 3 clusters Score -1.026634e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 124716 members 
Entering Unmasked Estep 
Score: -10266291.000000 Penalty: 1108.239380
	Iteration 76Q: 3 clusters Score -1.026629e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72246 members 
Mstep: Class 2 contains 122306 members 
Entering Unmasked Estep 
Score: -10266408.000000 Penalty: 1108.239380
	Iteration 77Q: 3 clusters Score -1.026641e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 119951 members 
Entering Unmasked Estep 
Score: -10266575.000000 Penalty: 1108.239380
	Iteration 78Q: 3 clusters Score -1.026658e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 117358 members 
Entering Unmasked Estep 
Score: -10266661.000000 Penalty: 1108.239380
	Iteration 79Q: 3 clusters Score -1.026666e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 114454 members 
Entering Unmasked Estep 
Score: -10267159.000000 Penalty: 1108.239380
	Iteration 80F: 3 clusters Score -1.026716e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -10267503.000000 Penalty: 1108.239380
	Iteration 81Q: 3 clusters Score -1.02675e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -10267716.000000 Penalty: 1108.239380
	Iteration 82Q: 3 clusters Score -1.026772e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -10268019.000000 Penalty: 1108.239380
	Iteration 83Q: 3 clusters Score -1.026802e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97654 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -10268224.000000 Penalty: 1108.239380
	Iteration 84Q: 3 clusters Score -1.026822e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104110 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -10268164.000000 Penalty: 1108.239380
	Iteration 85Q: 3 clusters Score -1.026816e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
Score: -10268047.000000 Penalty: 1108.239380
	Iteration 86Q: 3 clusters Score -1.026805e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118145 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -10267891.000000 Penalty: 1108.239380
	Iteration 87Q: 3 clusters Score -1.026789e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125102 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -10267570.000000 Penalty: 1108.239380
	Iteration 88Q: 3 clusters Score -1.026757e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131041 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -10267261.000000 Penalty: 1108.239380
	Iteration 89Q: 3 clusters Score -1.026726e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135540 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -10266877.000000 Penalty: 1108.239380
	Iteration 90Q: 3 clusters Score -1.026688e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138641 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -10266536.000000 Penalty: 1108.239380
	Iteration 91Q: 3 clusters Score -1.026654e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140510 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -10266157.000000 Penalty: 1108.239380
	Iteration 92Q: 3 clusters Score -1.026616e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141650 members 
Mstep: Class 2 contains 52902 members 
Entering Unmasked Estep 
Score: -10265928.000000 Penalty: 1108.239380
	Iteration 93Q: 3 clusters Score -1.026593e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142311 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -10265824.000000 Penalty: 1108.239380
	Iteration 94Q: 3 clusters Score -1.026582e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142652 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -10265814.000000 Penalty: 1108.239380
	Iteration 95Q: 3 clusters Score -1.026581e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142842 members 
Mstep: Class 2 contains 51710 members 
Entering Unmasked Estep 
Score: -10265823.000000 Penalty: 1108.239380
	Iteration 96Q: 3 clusters Score -1.026582e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142931 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -10265775.000000 Penalty: 1108.239380
	Iteration 97Q: 3 clusters Score -1.026578e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142921 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -10265786.000000 Penalty: 1108.239380
	Iteration 98Q: 3 clusters Score -1.026579e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142841 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -10265784.000000 Penalty: 1108.239380
	Iteration 99Q: 3 clusters Score -1.026578e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142729 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -10268192.000000 Penalty: 1108.239380
	Iteration 100F: 3 clusters Score -1.026819e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145229 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -10268327.000000 Penalty: 1108.239380
	Iteration 101Q: 3 clusters Score -1.026833e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146392 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -10267841.000000 Penalty: 1108.239380
	Iteration 102Q: 3 clusters Score -1.026784e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146894 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -10267617.000000 Penalty: 1108.239380
	Iteration 103Q: 3 clusters Score -1.026762e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146878 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -10267316.000000 Penalty: 1108.239380
	Iteration 104Q: 3 clusters Score -1.026732e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146399 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -10267237.000000 Penalty: 1108.239380
	Iteration 105Q: 3 clusters Score -1.026724e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -10267239.000000 Penalty: 1108.239380
	Iteration 106Q: 3 clusters Score -1.026724e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144471 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -10267252.000000 Penalty: 1108.239380
	Iteration 107Q: 3 clusters Score -1.026725e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143187 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -10267197.000000 Penalty: 1108.239380
	Iteration 108Q: 3 clusters Score -1.02672e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141776 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -10267056.000000 Penalty: 1108.239380
	Iteration 109Q: 3 clusters Score -1.026706e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140201 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -10266955.000000 Penalty: 1108.239380
	Iteration 110Q: 3 clusters Score -1.026696e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -10267021.000000 Penalty: 1108.239380
	Iteration 111Q: 3 clusters Score -1.026702e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136731 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -10267026.000000 Penalty: 1108.239380
	Iteration 112Q: 3 clusters Score -1.026703e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134880 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -10266944.000000 Penalty: 1108.239380
	Iteration 113Q: 3 clusters Score -1.026694e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133028 members 
Mstep: Class 2 contains 61524 members 
Entering Unmasked Estep 
Score: -10266661.000000 Penalty: 1108.239380
	Iteration 114Q: 3 clusters Score -1.026666e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130934 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -10266391.000000 Penalty: 1108.239380
	Iteration 115Q: 3 clusters Score -1.026639e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128478 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -10266252.000000 Penalty: 1108.239380
	Iteration 116Q: 3 clusters Score -1.026625e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125697 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -10266306.000000 Penalty: 1108.239380
	Iteration 117Q: 3 clusters Score -1.026631e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122641 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -10266348.000000 Penalty: 1108.239380
	Iteration 118Q: 3 clusters Score -1.026635e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 78287 members 
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Mstep: Class 1 contains 113095 members 
Mstep: Class 2 contains 81457 members 
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Mstep: Class 1 contains 110038 members 
Mstep: Class 2 contains 84514 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 107070 members 
Mstep: Class 2 contains 87482 members 
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Mstep: Class 1 contains 104166 members 
Mstep: Class 2 contains 90386 members 
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	Iteration 124Q: 3 clusters Score -1.026787e+07 nChanged 2599
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Mstep: Class 1 contains 101569 members 
Mstep: Class 2 contains 92983 members 
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Mstep: Class 1 contains 99260 members 
Mstep: Class 2 contains 95292 members 
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Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 97136 members 
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	Iteration 127Q: 3 clusters Score -1.02689e+07 nChanged 1475
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Mstep: Class 2 contains 98521 members 
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Mstep: Class 2 contains 99625 members 
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Mstep: Class 2 contains 100462 members 
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Mstep: Class 2 contains 101076 members 
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Mstep: Class 2 contains 101586 members 
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Mstep: Class 2 contains 102022 members 
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Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 102317 members 
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	Iteration 134Q: 3 clusters Score -1.026971e+07 nChanged 802
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Mstep: Class 2 contains 102481 members 
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	Iteration 137Q: 3 clusters Score -1.026997e+07 nChanged 701
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Mstep: Class 1 contains 92150 members 
Mstep: Class 2 contains 102402 members 
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Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 102267 members 
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Mstep: Class 2 contains 102054 members 
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	Iteration 140F: 3 clusters Score -1.02701e+07 nChanged 658
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Mstep: Class 2 contains 101762 members 
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Mstep: Class 1 contains 93143 members 
Mstep: Class 2 contains 101409 members 
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Mstep: Class 2 contains 98503 members 
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Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 97648 members 
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Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 96656 members 
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Mstep: Class 2 contains 96414 members 
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Mstep: Class 2 contains 95994 members 
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Entering Unmasked Mstep 
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	Iteration 158Q: 3 clusters Score -1.026998e+07 nChanged 163
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	Iteration 159Q: 3 clusters Score -1.026996e+07 nChanged 137
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	Iteration 160F: 3 clusters Score -1.026995e+07 nChanged 120
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Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.026994e+07 nChanged 102
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	Iteration 163Q: 3 clusters Score -1.026995e+07 nChanged 105
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	Iteration 164Q: 3 clusters Score -1.026998e+07 nChanged 99
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	Iteration 165Q: 3 clusters Score -1.026996e+07 nChanged 82
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	Iteration 166Q: 3 clusters Score -1.026995e+07 nChanged 81
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	Iteration 174Q: 3 clusters Score -1.026997e+07 nChanged 68
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	Iteration 175Q: 3 clusters Score -1.026998e+07 nChanged 61
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	Iteration 178Q: 3 clusters Score -1.026998e+07 nChanged 60
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	Iteration 179Q: 3 clusters Score -1.026998e+07 nChanged 67
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	Iteration 180F: 3 clusters Score -1.026996e+07 nChanged 63
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	Iteration 181Q: 3 clusters Score -1.026998e+07 nChanged 53
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	Iteration 182Q: 3 clusters Score -1.026999e+07 nChanged 44
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	Iteration 189Q: 3 clusters Score -1.027005e+07 nChanged 21
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	Iteration 192Q: 3 clusters Score -1.027004e+07 nChanged 28
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	Iteration 193Q: 3 clusters Score -1.027004e+07 nChanged 15
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	Iteration 194Q: 3 clusters Score -1.027003e+07 nChanged 10
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	Iteration 195Q: 3 clusters Score -1.027004e+07 nChanged 7
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	Iteration 197Q: 3 clusters Score -1.027003e+07 nChanged 10
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	Iteration 199Q: 3 clusters Score -1.027003e+07 nChanged 5
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	Iteration 200F: 3 clusters Score -1.027003e+07 nChanged 3
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Mstep: Class 2 contains 96165 members 
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	Iteration 201Q: 3 clusters Score -1.027003e+07 nChanged 3
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	Iteration 202Q: 3 clusters Score -1.027004e+07 nChanged 2
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	Iteration 203Q: 3 clusters Score -1.027003e+07 nChanged 2
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	Iteration 204Q: 3 clusters Score -1.027004e+07 nChanged 2
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	Iteration 205Q: 3 clusters Score -1.027004e+07 nChanged 5
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	Iteration 206Q: 3 clusters Score -1.027004e+07 nChanged 6
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Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -10270041.000000 Penalty: 1108.239380
	Iteration 207Q: 3 clusters Score -1.027004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 96171 members 
Entering Unmasked Estep 
Score: -10270042.000000 Penalty: 1108.239380
	Iteration 208Q: 3 clusters Score -1.027004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -10270043.000000 Penalty: 1108.239380
	Iteration 209Q: 3 clusters Score -1.027004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -10270043.000000 Penalty: 1108.239380
	Iteration 210Q: 3 clusters Score -1.027004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98375 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -10270040.000000 Penalty: 1108.239380
	Iteration 211Q: 3 clusters Score -1.027004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98373 members 
Mstep: Class 2 contains 96179 members 
Entering Unmasked Estep 
Score: -10270044.000000 Penalty: 1108.239380
	Iteration 212Q: 3 clusters Score -1.027004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98371 members 
Mstep: Class 2 contains 96181 members 
Entering Unmasked Estep 
Score: -10270043.000000 Penalty: 1108.239380
	Iteration 213Q: 3 clusters Score -1.027004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98372 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -10270043.000000 Penalty: 1108.239380
	Iteration 214Q: 3 clusters Score -1.027004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -10270042.000000 Penalty: 1108.239380
	Iteration 215Q: 3 clusters Score -1.027004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -10270038.000000 Penalty: 1108.239380
	Iteration 216Q: 3 clusters Score -1.027004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98366 members 
Mstep: Class 2 contains 96186 members 
Entering Unmasked Estep 
Score: -10270049.000000 Penalty: 1108.239380
	Iteration 217Q: 3 clusters Score -1.027005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98363 members 
Mstep: Class 2 contains 96189 members 
Entering Unmasked Estep 
Score: -10270053.000000 Penalty: 1108.239380
	Iteration 218Q: 3 clusters Score -1.027005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -10270047.000000 Penalty: 1108.239380
	Iteration 219Q: 3 clusters Score -1.027005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98348 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
Score: -10270044.000000 Penalty: 1108.239380
	Iteration 220F: 3 clusters Score -1.027004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 96214 members 
Entering Unmasked Estep 
Score: -10270039.000000 Penalty: 1108.239380
	Iteration 221Q: 3 clusters Score -1.027004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98329 members 
Mstep: Class 2 contains 96223 members 
Entering Unmasked Estep 
Score: -10270042.000000 Penalty: 1108.239380
	Iteration 222Q: 3 clusters Score -1.027004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -10270048.000000 Penalty: 1108.239380
	Iteration 223Q: 3 clusters Score -1.027005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 96240 members 
Entering Unmasked Estep 
Score: -10270054.000000 Penalty: 1108.239380
	Iteration 224Q: 3 clusters Score -1.027005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -10270054.000000 Penalty: 1108.239380
	Iteration 225Q: 3 clusters Score -1.027005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98303 members 
Mstep: Class 2 contains 96249 members 
Entering Unmasked Estep 
Score: -10270061.000000 Penalty: 1108.239380
	Iteration 226Q: 3 clusters Score -1.027006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -10270065.000000 Penalty: 1108.239380
	Iteration 227Q: 3 clusters Score -1.027006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -10270064.000000 Penalty: 1108.239380
	Iteration 228Q: 3 clusters Score -1.027006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98298 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -10270067.000000 Penalty: 1108.239380
	Iteration 229Q: 3 clusters Score -1.027007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98295 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -10270059.000000 Penalty: 1108.239380
	Iteration 230Q: 3 clusters Score -1.027006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -10270056.000000 Penalty: 1108.239380
	Iteration 231Q: 3 clusters Score -1.027006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98291 members 
Mstep: Class 2 contains 96261 members 
Entering Unmasked Estep 
Score: -10270062.000000 Penalty: 1108.239380
	Iteration 232Q: 3 clusters Score -1.027006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98285 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -10270068.000000 Penalty: 1108.239380
	Iteration 233Q: 3 clusters Score -1.027007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -10270070.000000 Penalty: 1108.239380
	Iteration 234Q: 3 clusters Score -1.027007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -10270070.000000 Penalty: 1108.239380
	Iteration 235Q: 3 clusters Score -1.027007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -10270073.000000 Penalty: 1108.239380
	Iteration 236Q: 3 clusters Score -1.027007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -10270073.000000 Penalty: 1108.239380
	Iteration 237F: 3 clusters Score -1.027007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 127149 members 
Mstep: Class 3 contains 54419 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 169703 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 136857 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 100427 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 98282 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 122874 members 
Mstep: Class 20 contains 70246 members 
Mstep: Class 21 contains 10216 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 137536 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 108210 members 
Mstep: Class 27 contains 69270 members 
Mstep: Class 28 contains 71 members 
Mstep: Class 29 contains 96270 members 
Entering Unmasked Estep 
Score: -87229072.000000 Penalty: 18953.031250
Splitting cluster 17 changes total score from -87199680.000000 to -87229072.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (20567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Entering Unmasked Estep 
Score: -1155709.250000 Penalty: 451.880676
	Iteration 0F: 2 clusters Score -1155709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1141924.625000 Penalty: 903.761353
	Iteration 0F: 3 clusters Score -1141925 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1148098.125000 Penalty: 903.761353
	Iteration 1F: 3 clusters Score -1148098 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1148833.125000 Penalty: 903.761353
	Iteration 2F: 3 clusters Score -1148833 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1149823.125000 Penalty: 903.761353
	Iteration 3F: 3 clusters Score -1149823 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1151131.250000 Penalty: 903.761353
	Iteration 4F: 3 clusters Score -1151131 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1152556.375000 Penalty: 903.761353
	Iteration 5F: 3 clusters Score -1152556 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1153597.125000 Penalty: 903.761353
	Iteration 6F: 3 clusters Score -1153597 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1154032.500000 Penalty: 903.761353
	Iteration 7Q: 3 clusters Score -1154032 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1154242.000000 Penalty: 903.761353
	Iteration 8Q: 3 clusters Score -1154242 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1154360.750000 Penalty: 903.761353
	Iteration 9Q: 3 clusters Score -1154361 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -1154458.375000 Penalty: 903.761353
	Iteration 10Q: 3 clusters Score -1154458 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1154550.250000 Penalty: 903.761353
	Iteration 11Q: 3 clusters Score -1154550 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -1154629.000000 Penalty: 903.761353
	Iteration 12Q: 3 clusters Score -1154629 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1154694.750000 Penalty: 903.761353
	Iteration 13Q: 3 clusters Score -1154695 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1154750.375000 Penalty: 903.761353
	Iteration 14Q: 3 clusters Score -1154750 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -1154792.125000 Penalty: 903.761353
	Iteration 15Q: 3 clusters Score -1154792 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1154826.500000 Penalty: 903.761353
	Iteration 16Q: 3 clusters Score -1154826 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1154852.625000 Penalty: 903.761353
	Iteration 17Q: 3 clusters Score -1154853 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -1154864.375000 Penalty: 903.761353
	Iteration 18Q: 3 clusters Score -1154864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -1154884.750000 Penalty: 903.761353
	Iteration 19Q: 3 clusters Score -1154885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1154909.250000 Penalty: 903.761353
	Iteration 20F: 3 clusters Score -1154909 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -1154926.375000 Penalty: 903.761353
	Iteration 21Q: 3 clusters Score -1154926 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1154949.000000 Penalty: 903.761353
	Iteration 22Q: 3 clusters Score -1154949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -1154966.625000 Penalty: 903.761353
	Iteration 23Q: 3 clusters Score -1154967 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -1154987.375000 Penalty: 903.761353
	Iteration 24Q: 3 clusters Score -1154987 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -1155013.375000 Penalty: 903.761353
	Iteration 25Q: 3 clusters Score -1155013 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -1155028.500000 Penalty: 903.761353
	Iteration 26Q: 3 clusters Score -1155028 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -1155046.250000 Penalty: 903.761353
	Iteration 27Q: 3 clusters Score -1155046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -1155065.875000 Penalty: 903.761353
	Iteration 28Q: 3 clusters Score -1155066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -1155075.625000 Penalty: 903.761353
	Iteration 29Q: 3 clusters Score -1155076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -1155088.750000 Penalty: 903.761353
	Iteration 30Q: 3 clusters Score -1155089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -1155094.500000 Penalty: 903.761353
	Iteration 31Q: 3 clusters Score -1155094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1155103.750000 Penalty: 903.761353
	Iteration 32Q: 3 clusters Score -1155104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -1155113.125000 Penalty: 903.761353
	Iteration 33Q: 3 clusters Score -1155113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -1155123.875000 Penalty: 903.761353
	Iteration 34Q: 3 clusters Score -1155124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -1155128.625000 Penalty: 903.761353
	Iteration 35Q: 3 clusters Score -1155129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -1155135.375000 Penalty: 903.761353
	Iteration 36Q: 3 clusters Score -1155135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1155148.625000 Penalty: 903.761353
	Iteration 37Q: 3 clusters Score -1155149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -1155158.875000 Penalty: 903.761353
	Iteration 38Q: 3 clusters Score -1155159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1155167.375000 Penalty: 903.761353
	Iteration 39Q: 3 clusters Score -1155167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1155175.000000 Penalty: 903.761353
	Iteration 40F: 3 clusters Score -1155175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -1155182.625000 Penalty: 903.761353
	Iteration 41Q: 3 clusters Score -1155183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1155188.375000 Penalty: 903.761353
	Iteration 42Q: 3 clusters Score -1155188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -1155195.125000 Penalty: 903.761353
	Iteration 43Q: 3 clusters Score -1155195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -1155200.875000 Penalty: 903.761353
	Iteration 44Q: 3 clusters Score -1155201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1155205.000000 Penalty: 903.761353
	Iteration 45Q: 3 clusters Score -1155205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1155213.625000 Penalty: 903.761353
	Iteration 46Q: 3 clusters Score -1155214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -1155222.250000 Penalty: 903.761353
	Iteration 47Q: 3 clusters Score -1155222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -1155232.750000 Penalty: 903.761353
	Iteration 48Q: 3 clusters Score -1155233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -1155242.125000 Penalty: 903.761353
	Iteration 49Q: 3 clusters Score -1155242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -1155248.500000 Penalty: 903.761353
	Iteration 50Q: 3 clusters Score -1155248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -1155256.750000 Penalty: 903.761353
	Iteration 51Q: 3 clusters Score -1155257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -1155264.500000 Penalty: 903.761353
	Iteration 52Q: 3 clusters Score -1155264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -1155273.750000 Penalty: 903.761353
	Iteration 53Q: 3 clusters Score -1155274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -1155289.125000 Penalty: 903.761353
	Iteration 54Q: 3 clusters Score -1155289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -1155300.375000 Penalty: 903.761353
	Iteration 55Q: 3 clusters Score -1155300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -1155310.625000 Penalty: 903.761353
	Iteration 56Q: 3 clusters Score -1155311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -1155319.625000 Penalty: 903.761353
	Iteration 57Q: 3 clusters Score -1155320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -1155324.875000 Penalty: 903.761353
	Iteration 58Q: 3 clusters Score -1155325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -1155329.625000 Penalty: 903.761353
	Iteration 59Q: 3 clusters Score -1155330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1155333.875000 Penalty: 903.761353
	Iteration 60F: 3 clusters Score -1155334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -1155342.250000 Penalty: 903.761353
	Iteration 61Q: 3 clusters Score -1155342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -1155345.875000 Penalty: 903.761353
	Iteration 62Q: 3 clusters Score -1155346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -1155346.625000 Penalty: 903.761353
	Iteration 63Q: 3 clusters Score -1155347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -1155348.750000 Penalty: 903.761353
	Iteration 64Q: 3 clusters Score -1155349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -1155351.375000 Penalty: 903.761353
	Iteration 65Q: 3 clusters Score -1155351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -1155351.750000 Penalty: 903.761353
	Iteration 66Q: 3 clusters Score -1155352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -1155352.625000 Penalty: 903.761353
	Iteration 67Q: 3 clusters Score -1155353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -1155354.250000 Penalty: 903.761353
	Iteration 68Q: 3 clusters Score -1155354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -1155354.250000 Penalty: 903.761353
	Iteration 69Q: 3 clusters Score -1155354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -1155355.250000 Penalty: 903.761353
	Iteration 70Q: 3 clusters Score -1155355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1155357.375000 Penalty: 903.761353
	Iteration 71Q: 3 clusters Score -1155357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -1155358.375000 Penalty: 903.761353
	Iteration 72Q: 3 clusters Score -1155358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -1155357.750000 Penalty: 903.761353
	Iteration 73Q: 3 clusters Score -1155358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -1155357.875000 Penalty: 903.761353
	Iteration 74Q: 3 clusters Score -1155358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -1155358.125000 Penalty: 903.761353
	Iteration 75Q: 3 clusters Score -1155358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1155359.500000 Penalty: 903.761353
	Iteration 76Q: 3 clusters Score -1155360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1155359.500000 Penalty: 903.761353
	Iteration 77F: 3 clusters Score -1155360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (122874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122874 members 
Entering Unmasked Estep 
Score: -6745140.000000 Penalty: 533.210632
	Iteration 0F: 2 clusters Score -6745140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -6669962.000000 Penalty: 1066.421265
	Iteration 0F: 3 clusters Score -6669962 nChanged 60136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -6708386.500000 Penalty: 1066.421265
	Iteration 1F: 3 clusters Score -6708386 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -6711238.500000 Penalty: 1066.421265
	Iteration 2F: 3 clusters Score -6711238 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -6715445.500000 Penalty: 1066.421265
	Iteration 3F: 3 clusters Score -6715446 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95828 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -6721898.500000 Penalty: 1066.421265
	Iteration 4F: 3 clusters Score -6721898 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -6730034.000000 Penalty: 1066.421265
	Iteration 5F: 3 clusters Score -6730034 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115309 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -6737425.500000 Penalty: 1066.421265
	Iteration 6F: 3 clusters Score -6737426 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120038 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -6741859.500000 Penalty: 1066.421265
	Iteration 7Q: 3 clusters Score -6741860 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122059 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6743799.500000 Penalty: 1066.421265
	Iteration 8Q: 3 clusters Score -6743800 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122657 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6744419.500000 Penalty: 1066.421265
	Iteration 9Q: 3 clusters Score -6744420 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122779 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6744547.000000 Penalty: 1066.421265
	Iteration 10Q: 3 clusters Score -6744547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122804 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -6744593.500000 Penalty: 1066.421265
	Iteration 11Q: 3 clusters Score -6744594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122811 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6744606.500000 Penalty: 1066.421265
	Iteration 12Q: 3 clusters Score -6744606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6744615.000000 Penalty: 1066.421265
	Iteration 13Q: 3 clusters Score -6744615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122813 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6744618.000000 Penalty: 1066.421265
	Iteration 14Q: 3 clusters Score -6744618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6744615.500000 Penalty: 1066.421265
	Iteration 15Q: 3 clusters Score -6744616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6744615.500000 Penalty: 1066.421265
	Iteration 16F: 3 clusters Score -6744616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (70246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Entering Unmasked Estep 
Score: -3753199.500000 Penalty: 507.769012
	Iteration 0F: 2 clusters Score -3753200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -3705961.500000 Penalty: 1015.538025
	Iteration 0F: 3 clusters Score -3705962 nChanged 34173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3727329.750000 Penalty: 1015.538025
	Iteration 1F: 3 clusters Score -3727330 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3729966.500000 Penalty: 1015.538025
	Iteration 2F: 3 clusters Score -3729966 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3734176.250000 Penalty: 1015.538025
	Iteration 3F: 3 clusters Score -3734176 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3740162.000000 Penalty: 1015.538025
	Iteration 4F: 3 clusters Score -3740162 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3746184.500000 Penalty: 1015.538025
	Iteration 5F: 3 clusters Score -3746184 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3750150.750000 Penalty: 1015.538025
	Iteration 6F: 3 clusters Score -3750151 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3751827.250000 Penalty: 1015.538025
	Iteration 7Q: 3 clusters Score -3751827 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3752412.000000 Penalty: 1015.538025
	Iteration 8Q: 3 clusters Score -3752412 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3752615.250000 Penalty: 1015.538025
	Iteration 9Q: 3 clusters Score -3752615 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3752717.500000 Penalty: 1015.538025
	Iteration 10Q: 3 clusters Score -3752718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3752750.500000 Penalty: 1015.538025
	Iteration 11Q: 3 clusters Score -3752750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3752764.750000 Penalty: 1015.538025
	Iteration 12Q: 3 clusters Score -3752765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3752773.750000 Penalty: 1015.538025
	Iteration 13Q: 3 clusters Score -3752774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3752792.000000 Penalty: 1015.538025
	Iteration 14Q: 3 clusters Score -3752792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3752796.250000 Penalty: 1015.538025
	Iteration 15Q: 3 clusters Score -3752796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3752801.000000 Penalty: 1015.538025
	Iteration 16Q: 3 clusters Score -3752801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3752803.500000 Penalty: 1015.538025
	Iteration 17Q: 3 clusters Score -3752804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3752803.500000 Penalty: 1015.538025
	Iteration 18F: 3 clusters Score -3752804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Entering Unmasked Estep 
Score: -592204.187500 Penalty: 420.042816
	Iteration 0F: 2 clusters Score -592204.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -585472.625000 Penalty: 840.085632
	Iteration 0F: 3 clusters Score -585472.6 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -588102.687500 Penalty: 840.085632
	Iteration 1F: 3 clusters Score -588102.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -588180.625000 Penalty: 840.085632
	Iteration 2Q: 3 clusters Score -588180.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -588250.562500 Penalty: 840.085632
	Iteration 3Q: 3 clusters Score -588250.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -588321.312500 Penalty: 840.085632
	Iteration 4Q: 3 clusters Score -588321.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -588417.250000 Penalty: 840.085632
	Iteration 5Q: 3 clusters Score -588417.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -588549.437500 Penalty: 840.085632
	Iteration 6Q: 3 clusters Score -588549.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -588747.062500 Penalty: 840.085632
	Iteration 7Q: 3 clusters Score -588747.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -589035.875000 Penalty: 840.085632
	Iteration 8Q: 3 clusters Score -589035.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -589465.500000 Penalty: 840.085632
	Iteration 9F: 3 clusters Score -589465.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -590043.250000 Penalty: 840.085632
	Iteration 10F: 3 clusters Score -590043.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -590531.250000 Penalty: 840.085632
	Iteration 11F: 3 clusters Score -590531.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -590715.437500 Penalty: 840.085632
	Iteration 12Q: 3 clusters Score -590715.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -590774.812500 Penalty: 840.085632
	Iteration 13Q: 3 clusters Score -590774.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -590806.125000 Penalty: 840.085632
	Iteration 14Q: 3 clusters Score -590806.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -590827.687500 Penalty: 840.085632
	Iteration 15Q: 3 clusters Score -590827.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -590843.687500 Penalty: 840.085632
	Iteration 16Q: 3 clusters Score -590843.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -590855.812500 Penalty: 840.085632
	Iteration 17Q: 3 clusters Score -590855.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -590870.937500 Penalty: 840.085632
	Iteration 18Q: 3 clusters Score -590870.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -590885.750000 Penalty: 840.085632
	Iteration 19Q: 3 clusters Score -590885.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -590901.812500 Penalty: 840.085632
	Iteration 20F: 3 clusters Score -590901.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -590919.937500 Penalty: 840.085632
	Iteration 21Q: 3 clusters Score -590919.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -590944.125000 Penalty: 840.085632
	Iteration 22Q: 3 clusters Score -590944.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -590967.062500 Penalty: 840.085632
	Iteration 23Q: 3 clusters Score -590967.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -590995.812500 Penalty: 840.085632
	Iteration 24Q: 3 clusters Score -590995.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -591034.250000 Penalty: 840.085632
	Iteration 25Q: 3 clusters Score -591034.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -591071.500000 Penalty: 840.085632
	Iteration 26Q: 3 clusters Score -591071.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -591102.375000 Penalty: 840.085632
	Iteration 27Q: 3 clusters Score -591102.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -591139.250000 Penalty: 840.085632
	Iteration 28Q: 3 clusters Score -591139.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -591178.500000 Penalty: 840.085632
	Iteration 29Q: 3 clusters Score -591178.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -591214.750000 Penalty: 840.085632
	Iteration 30Q: 3 clusters Score -591214.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -591240.062500 Penalty: 840.085632
	Iteration 31Q: 3 clusters Score -591240.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -591258.250000 Penalty: 840.085632
	Iteration 32Q: 3 clusters Score -591258.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -591270.812500 Penalty: 840.085632
	Iteration 33Q: 3 clusters Score -591270.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -591286.500000 Penalty: 840.085632
	Iteration 34Q: 3 clusters Score -591286.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -591307.000000 Penalty: 840.085632
	Iteration 35Q: 3 clusters Score -591307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -591322.062500 Penalty: 840.085632
	Iteration 36Q: 3 clusters Score -591322.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -591336.187500 Penalty: 840.085632
	Iteration 37Q: 3 clusters Score -591336.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -591349.500000 Penalty: 840.085632
	Iteration 38Q: 3 clusters Score -591349.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -591364.750000 Penalty: 840.085632
	Iteration 39Q: 3 clusters Score -591364.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -591375.000000 Penalty: 840.085632
	Iteration 40F: 3 clusters Score -591375 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -591385.187500 Penalty: 840.085632
	Iteration 41Q: 3 clusters Score -591385.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -591398.812500 Penalty: 840.085632
	Iteration 42Q: 3 clusters Score -591398.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -591405.625000 Penalty: 840.085632
	Iteration 43Q: 3 clusters Score -591405.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -591413.812500 Penalty: 840.085632
	Iteration 44Q: 3 clusters Score -591413.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -591420.687500 Penalty: 840.085632
	Iteration 45Q: 3 clusters Score -591420.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -591428.750000 Penalty: 840.085632
	Iteration 46Q: 3 clusters Score -591428.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -591436.500000 Penalty: 840.085632
	Iteration 47Q: 3 clusters Score -591436.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -591443.562500 Penalty: 840.085632
	Iteration 48Q: 3 clusters Score -591443.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -591452.062500 Penalty: 840.085632
	Iteration 49Q: 3 clusters Score -591452.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -591462.250000 Penalty: 840.085632
	Iteration 50Q: 3 clusters Score -591462.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -591468.500000 Penalty: 840.085632
	Iteration 51Q: 3 clusters Score -591468.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -591474.687500 Penalty: 840.085632
	Iteration 52Q: 3 clusters Score -591474.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -591480.187500 Penalty: 840.085632
	Iteration 53Q: 3 clusters Score -591480.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -591485.875000 Penalty: 840.085632
	Iteration 54Q: 3 clusters Score -591485.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -591492.187500 Penalty: 840.085632
	Iteration 55Q: 3 clusters Score -591492.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -591497.625000 Penalty: 840.085632
	Iteration 56Q: 3 clusters Score -591497.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -591499.875000 Penalty: 840.085632
	Iteration 57Q: 3 clusters Score -591499.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -591504.875000 Penalty: 840.085632
	Iteration 58Q: 3 clusters Score -591504.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -591511.125000 Penalty: 840.085632
	Iteration 59Q: 3 clusters Score -591511.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -591515.562500 Penalty: 840.085632
	Iteration 60F: 3 clusters Score -591515.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -591519.875000 Penalty: 840.085632
	Iteration 61Q: 3 clusters Score -591519.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -591525.687500 Penalty: 840.085632
	Iteration 62Q: 3 clusters Score -591525.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -591529.625000 Penalty: 840.085632
	Iteration 63Q: 3 clusters Score -591529.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -591535.125000 Penalty: 840.085632
	Iteration 64Q: 3 clusters Score -591535.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -591537.562500 Penalty: 840.085632
	Iteration 65Q: 3 clusters Score -591537.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -591541.125000 Penalty: 840.085632
	Iteration 66Q: 3 clusters Score -591541.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -591543.687500 Penalty: 840.085632
	Iteration 67Q: 3 clusters Score -591543.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -591543.812500 Penalty: 840.085632
	Iteration 68Q: 3 clusters Score -591543.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -591544.250000 Penalty: 840.085632
	Iteration 69Q: 3 clusters Score -591544.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -591548.750000 Penalty: 840.085632
	Iteration 70Q: 3 clusters Score -591548.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -591550.125000 Penalty: 840.085632
	Iteration 71Q: 3 clusters Score -591550.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -591550.187500 Penalty: 840.085632
	Iteration 72Q: 3 clusters Score -591550.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -591551.062500 Penalty: 840.085632
	Iteration 73Q: 3 clusters Score -591551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -591551.625000 Penalty: 840.085632
	Iteration 74Q: 3 clusters Score -591551.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -591551.812500 Penalty: 840.085632
	Iteration 75Q: 3 clusters Score -591551.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -591553.750000 Penalty: 840.085632
	Iteration 76Q: 3 clusters Score -591553.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -591554.812500 Penalty: 840.085632
	Iteration 77Q: 3 clusters Score -591554.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -591555.812500 Penalty: 840.085632
	Iteration 78Q: 3 clusters Score -591555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -591557.125000 Penalty: 840.085632
	Iteration 79Q: 3 clusters Score -591557.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -591558.312500 Penalty: 840.085632
	Iteration 80F: 3 clusters Score -591558.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -591558.375000 Penalty: 840.085632
	Iteration 81Q: 3 clusters Score -591558.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -591561.437500 Penalty: 840.085632
	Iteration 82Q: 3 clusters Score -591561.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -591563.250000 Penalty: 840.085632
	Iteration 83Q: 3 clusters Score -591563.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -591564.000000 Penalty: 840.085632
	Iteration 84Q: 3 clusters Score -591564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -591567.937500 Penalty: 840.085632
	Iteration 85Q: 3 clusters Score -591567.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -591569.187500 Penalty: 840.085632
	Iteration 86Q: 3 clusters Score -591569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -591571.625000 Penalty: 840.085632
	Iteration 87Q: 3 clusters Score -591571.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -591571.437500 Penalty: 840.085632
	Iteration 88Q: 3 clusters Score -591571.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -591571.125000 Penalty: 840.085632
	Iteration 89Q: 3 clusters Score -591571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -591571.562500 Penalty: 840.085632
	Iteration 90Q: 3 clusters Score -591571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -591571.562500 Penalty: 840.085632
	Iteration 91Q: 3 clusters Score -591571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -591573.312500 Penalty: 840.085632
	Iteration 92Q: 3 clusters Score -591573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -591572.625000 Penalty: 840.085632
	Iteration 93Q: 3 clusters Score -591572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -591574.562500 Penalty: 840.085632
	Iteration 94Q: 3 clusters Score -591574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -591573.562500 Penalty: 840.085632
	Iteration 95Q: 3 clusters Score -591573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -591573.437500 Penalty: 840.085632
	Iteration 96Q: 3 clusters Score -591573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -591574.250000 Penalty: 840.085632
	Iteration 97Q: 3 clusters Score -591574.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -591573.937500 Penalty: 840.085632
	Iteration 98Q: 3 clusters Score -591573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -591573.937500 Penalty: 840.085632
	Iteration 99F: 3 clusters Score -591573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Entering Unmasked Estep 
Score: -851896.250000 Penalty: 445.474823
	Iteration 0F: 2 clusters Score -851896.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -840008.750000 Penalty: 890.949646
	Iteration 0F: 3 clusters Score -840008.8 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -845247.125000 Penalty: 890.949646
	Iteration 1F: 3 clusters Score -845247.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -845804.625000 Penalty: 890.949646
	Iteration 2F: 3 clusters Score -845804.6 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -846456.500000 Penalty: 890.949646
	Iteration 3F: 3 clusters Score -846456.5 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -847269.937500 Penalty: 890.949646
	Iteration 4F: 3 clusters Score -847269.9 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -848308.000000 Penalty: 890.949646
	Iteration 5F: 3 clusters Score -848308 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -849342.437500 Penalty: 890.949646
	Iteration 6F: 3 clusters Score -849342.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -850007.187500 Penalty: 890.949646
	Iteration 7F: 3 clusters Score -850007.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -850375.375000 Penalty: 890.949646
	Iteration 8Q: 3 clusters Score -850375.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -850657.562500 Penalty: 890.949646
	Iteration 9Q: 3 clusters Score -850657.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -850887.937500 Penalty: 890.949646
	Iteration 10Q: 3 clusters Score -850887.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -851095.062500 Penalty: 890.949646
	Iteration 11Q: 3 clusters Score -851095.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -851242.937500 Penalty: 890.949646
	Iteration 12Q: 3 clusters Score -851242.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -851334.437500 Penalty: 890.949646
	Iteration 13Q: 3 clusters Score -851334.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -851386.250000 Penalty: 890.949646
	Iteration 14Q: 3 clusters Score -851386.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -851408.562500 Penalty: 890.949646
	Iteration 15Q: 3 clusters Score -851408.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -851423.375000 Penalty: 890.949646
	Iteration 16Q: 3 clusters Score -851423.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -851429.437500 Penalty: 890.949646
	Iteration 17Q: 3 clusters Score -851429.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -851439.625000 Penalty: 890.949646
	Iteration 18Q: 3 clusters Score -851439.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -851444.062500 Penalty: 890.949646
	Iteration 19Q: 3 clusters Score -851444.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -851446.187500 Penalty: 890.949646
	Iteration 20F: 3 clusters Score -851446.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -851449.812500 Penalty: 890.949646
	Iteration 21Q: 3 clusters Score -851449.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -851452.250000 Penalty: 890.949646
	Iteration 22Q: 3 clusters Score -851452.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -851450.812500 Penalty: 890.949646
	Iteration 23Q: 3 clusters Score -851450.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -851451.875000 Penalty: 890.949646
	Iteration 24Q: 3 clusters Score -851451.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -851453.625000 Penalty: 890.949646
	Iteration 25Q: 3 clusters Score -851453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -851453.000000 Penalty: 890.949646
	Iteration 26Q: 3 clusters Score -851453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -851453.687500 Penalty: 890.949646
	Iteration 27Q: 3 clusters Score -851453.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -851453.375000 Penalty: 890.949646
	Iteration 28Q: 3 clusters Score -851453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -851453.375000 Penalty: 890.949646
	Iteration 29Q: 3 clusters Score -851453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -851453.437500 Penalty: 890.949646
	Iteration 30Q: 3 clusters Score -851453.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -851452.875000 Penalty: 890.949646
	Iteration 31Q: 3 clusters Score -851452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -851453.375000 Penalty: 890.949646
	Iteration 32Q: 3 clusters Score -851453.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -851453.375000 Penalty: 890.949646
	Iteration 33F: 3 clusters Score -851453.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (137536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137536 members 
Entering Unmasked Estep 
Score: -7403625.500000 Penalty: 538.339661
	Iteration 0F: 2 clusters Score -7403626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -7314758.500000 Penalty: 1076.679321
	Iteration 0F: 3 clusters Score -7314758 nChanged 67357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -7357067.500000 Penalty: 1076.679321
	Iteration 1F: 3 clusters Score -7357068 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 87601 members 
Entering Unmasked Estep 
Score: -7360983.500000 Penalty: 1076.679321
	Iteration 2F: 3 clusters Score -7360984 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 97208 members 
Entering Unmasked Estep 
Score: -7367259.500000 Penalty: 1076.679321
	Iteration 3F: 3 clusters Score -7367260 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 108190 members 
Entering Unmasked Estep 
Score: -7376110.000000 Penalty: 1076.679321
	Iteration 4F: 3 clusters Score -7376110 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 118929 members 
Entering Unmasked Estep 
Score: -7386176.000000 Penalty: 1076.679321
	Iteration 5F: 3 clusters Score -7386176 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 127121 members 
Entering Unmasked Estep 
Score: -7394104.000000 Penalty: 1076.679321
	Iteration 6F: 3 clusters Score -7394104 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 132067 members 
Entering Unmasked Estep 
Score: -7398752.000000 Penalty: 1076.679321
	Iteration 7Q: 3 clusters Score -7398752 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 134638 members 
Entering Unmasked Estep 
Score: -7401154.000000 Penalty: 1076.679321
	Iteration 8Q: 3 clusters Score -7401154 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 135913 members 
Entering Unmasked Estep 
Score: -7402244.500000 Penalty: 1076.679321
	Iteration 9Q: 3 clusters Score -7402244 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 136507 members 
Entering Unmasked Estep 
Score: -7402787.000000 Penalty: 1076.679321
	Iteration 10Q: 3 clusters Score -7402787 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 136781 members 
Entering Unmasked Estep 
Score: -7403041.500000 Penalty: 1076.679321
	Iteration 11Q: 3 clusters Score -7403042 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 136904 members 
Entering Unmasked Estep 
Score: -7403197.500000 Penalty: 1076.679321
	Iteration 12Q: 3 clusters Score -7403198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 136956 members 
Entering Unmasked Estep 
Score: -7403271.500000 Penalty: 1076.679321
	Iteration 13Q: 3 clusters Score -7403272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 136982 members 
Entering Unmasked Estep 
Score: -7403313.500000 Penalty: 1076.679321
	Iteration 14Q: 3 clusters Score -7403314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 137003 members 
Entering Unmasked Estep 
Score: -7403342.500000 Penalty: 1076.679321
	Iteration 15Q: 3 clusters Score -7403342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 137025 members 
Entering Unmasked Estep 
Score: -7403397.500000 Penalty: 1076.679321
	Iteration 16Q: 3 clusters Score -7403398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 137038 members 
Entering Unmasked Estep 
Score: -7403425.500000 Penalty: 1076.679321
	Iteration 17Q: 3 clusters Score -7403426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -7403439.000000 Penalty: 1076.679321
	Iteration 18Q: 3 clusters Score -7403439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -7403454.000000 Penalty: 1076.679321
	Iteration 19Q: 3 clusters Score -7403454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 137039 members 
Entering Unmasked Estep 
Score: -7403475.000000 Penalty: 1076.679321
	Iteration 20F: 3 clusters Score -7403475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -7403476.500000 Penalty: 1076.679321
	Iteration 21Q: 3 clusters Score -7403476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 137046 members 
Entering Unmasked Estep 
Score: -7403489.000000 Penalty: 1076.679321
	Iteration 22Q: 3 clusters Score -7403489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 137049 members 
Entering Unmasked Estep 
Score: -7403492.000000 Penalty: 1076.679321
	Iteration 23Q: 3 clusters Score -7403492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 137048 members 
Entering Unmasked Estep 
Score: -7403494.500000 Penalty: 1076.679321
	Iteration 24Q: 3 clusters Score -7403494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 137047 members 
Entering Unmasked Estep 
Score: -7403500.000000 Penalty: 1076.679321
	Iteration 25Q: 3 clusters Score -7403500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 137048 members 
Entering Unmasked Estep 
Score: -7403505.500000 Penalty: 1076.679321
	Iteration 26Q: 3 clusters Score -7403506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 137051 members 
Entering Unmasked Estep 
Score: -7403504.000000 Penalty: 1076.679321
	Iteration 27Q: 3 clusters Score -7403504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 137054 members 
Entering Unmasked Estep 
Score: -7403512.000000 Penalty: 1076.679321
	Iteration 28Q: 3 clusters Score -7403512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 137057 members 
Entering Unmasked Estep 
Score: -7403502.000000 Penalty: 1076.679321
	Iteration 29Q: 3 clusters Score -7403502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 137057 members 
Entering Unmasked Estep 
Score: -7403510.500000 Penalty: 1076.679321
	Iteration 30Q: 3 clusters Score -7403510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 137059 members 
Entering Unmasked Estep 
Score: -7403518.500000 Penalty: 1076.679321
	Iteration 31Q: 3 clusters Score -7403518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -7403516.000000 Penalty: 1076.679321
	Iteration 32Q: 3 clusters Score -7403516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 137056 members 
Entering Unmasked Estep 
Score: -7403527.500000 Penalty: 1076.679321
	Iteration 33Q: 3 clusters Score -7403528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 137055 members 
Entering Unmasked Estep 
Score: -7403529.000000 Penalty: 1076.679321
	Iteration 34Q: 3 clusters Score -7403529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 137061 members 
Entering Unmasked Estep 
Score: -7403536.000000 Penalty: 1076.679321
	Iteration 35Q: 3 clusters Score -7403536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 137063 members 
Entering Unmasked Estep 
Score: -7403535.500000 Penalty: 1076.679321
	Iteration 36Q: 3 clusters Score -7403536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 137065 members 
Entering Unmasked Estep 
Score: -7403533.500000 Penalty: 1076.679321
	Iteration 37Q: 3 clusters Score -7403534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 137065 members 
Entering Unmasked Estep 
Score: -7403535.500000 Penalty: 1076.679321
	Iteration 38Q: 3 clusters Score -7403536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 137062 members 
Entering Unmasked Estep 
Score: -7403536.000000 Penalty: 1076.679321
	Iteration 39Q: 3 clusters Score -7403536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 137060 members 
Entering Unmasked Estep 
Score: -7403540.500000 Penalty: 1076.679321
	Iteration 40F: 3 clusters Score -7403540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 137051 members 
Entering Unmasked Estep 
Score: -7403553.500000 Penalty: 1076.679321
	Iteration 41Q: 3 clusters Score -7403554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 137051 members 
Entering Unmasked Estep 
Score: -7403557.000000 Penalty: 1076.679321
	Iteration 42Q: 3 clusters Score -7403557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 137050 members 
Entering Unmasked Estep 
Score: -7403564.500000 Penalty: 1076.679321
	Iteration 43Q: 3 clusters Score -7403564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -7403560.500000 Penalty: 1076.679321
	Iteration 44Q: 3 clusters Score -7403560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -7403563.000000 Penalty: 1076.679321
	Iteration 45Q: 3 clusters Score -7403563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -7403563.000000 Penalty: 1076.679321
	Iteration 46F: 3 clusters Score -7403563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Entering Unmasked Estep 
Score: -638327.437500 Penalty: 426.543549
	Iteration 0F: 2 clusters Score -638327.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -630519.062500 Penalty: 853.087097
	Iteration 0F: 3 clusters Score -630519.1 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -633986.375000 Penalty: 853.087097
	Iteration 1F: 3 clusters Score -633986.4 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -634720.187500 Penalty: 853.087097
	Iteration 2F: 3 clusters Score -634720.2 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -635673.437500 Penalty: 853.087097
	Iteration 3F: 3 clusters Score -635673.4 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -636648.000000 Penalty: 853.087097
	Iteration 4F: 3 clusters Score -636648 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -637225.375000 Penalty: 853.087097
	Iteration 5F: 3 clusters Score -637225.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -637470.187500 Penalty: 853.087097
	Iteration 6Q: 3 clusters Score -637470.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -637604.937500 Penalty: 853.087097
	Iteration 7Q: 3 clusters Score -637604.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -637678.500000 Penalty: 853.087097
	Iteration 8Q: 3 clusters Score -637678.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -637759.375000 Penalty: 853.087097
	Iteration 9Q: 3 clusters Score -637759.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -637826.375000 Penalty: 853.087097
	Iteration 10Q: 3 clusters Score -637826.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -637880.937500 Penalty: 853.087097
	Iteration 11Q: 3 clusters Score -637880.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -637928.437500 Penalty: 853.087097
	Iteration 12Q: 3 clusters Score -637928.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -637973.437500 Penalty: 853.087097
	Iteration 13Q: 3 clusters Score -637973.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -638003.000000 Penalty: 853.087097
	Iteration 14Q: 3 clusters Score -638003 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -638028.437500 Penalty: 853.087097
	Iteration 15Q: 3 clusters Score -638028.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -638048.750000 Penalty: 853.087097
	Iteration 16Q: 3 clusters Score -638048.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -638065.312500 Penalty: 853.087097
	Iteration 17Q: 3 clusters Score -638065.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -638079.062500 Penalty: 853.087097
	Iteration 18Q: 3 clusters Score -638079.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -638087.062500 Penalty: 853.087097
	Iteration 19Q: 3 clusters Score -638087.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -638098.562500 Penalty: 853.087097
	Iteration 20F: 3 clusters Score -638098.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -638107.187500 Penalty: 853.087097
	Iteration 21Q: 3 clusters Score -638107.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -638112.187500 Penalty: 853.087097
	Iteration 22Q: 3 clusters Score -638112.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -638119.437500 Penalty: 853.087097
	Iteration 23Q: 3 clusters Score -638119.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -638123.375000 Penalty: 853.087097
	Iteration 24Q: 3 clusters Score -638123.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -638130.812500 Penalty: 853.087097
	Iteration 25Q: 3 clusters Score -638130.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -638133.875000 Penalty: 853.087097
	Iteration 26Q: 3 clusters Score -638133.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -638139.000000 Penalty: 853.087097
	Iteration 27Q: 3 clusters Score -638139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -638144.250000 Penalty: 853.087097
	Iteration 28Q: 3 clusters Score -638144.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -638148.375000 Penalty: 853.087097
	Iteration 29Q: 3 clusters Score -638148.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -638150.375000 Penalty: 853.087097
	Iteration 30Q: 3 clusters Score -638150.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -638152.312500 Penalty: 853.087097
	Iteration 31Q: 3 clusters Score -638152.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -638155.937500 Penalty: 853.087097
	Iteration 32Q: 3 clusters Score -638155.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -638159.562500 Penalty: 853.087097
	Iteration 33Q: 3 clusters Score -638159.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -638162.875000 Penalty: 853.087097
	Iteration 34Q: 3 clusters Score -638162.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -638165.062500 Penalty: 853.087097
	Iteration 35Q: 3 clusters Score -638165.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -638167.062500 Penalty: 853.087097
	Iteration 36Q: 3 clusters Score -638167.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -638168.562500 Penalty: 853.087097
	Iteration 37Q: 3 clusters Score -638168.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -638172.500000 Penalty: 853.087097
	Iteration 38Q: 3 clusters Score -638172.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -638176.500000 Penalty: 853.087097
	Iteration 39Q: 3 clusters Score -638176.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -638179.875000 Penalty: 853.087097
	Iteration 40F: 3 clusters Score -638179.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -638184.687500 Penalty: 853.087097
	Iteration 41Q: 3 clusters Score -638184.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -638189.125000 Penalty: 853.087097
	Iteration 42Q: 3 clusters Score -638189.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -638191.875000 Penalty: 853.087097
	Iteration 43Q: 3 clusters Score -638191.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -638198.750000 Penalty: 853.087097
	Iteration 44Q: 3 clusters Score -638198.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -638200.937500 Penalty: 853.087097
	Iteration 45Q: 3 clusters Score -638200.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -638202.125000 Penalty: 853.087097
	Iteration 46Q: 3 clusters Score -638202.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -638202.500000 Penalty: 853.087097
	Iteration 47Q: 3 clusters Score -638202.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -638205.062500 Penalty: 853.087097
	Iteration 48Q: 3 clusters Score -638205.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -638205.375000 Penalty: 853.087097
	Iteration 49Q: 3 clusters Score -638205.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -638205.500000 Penalty: 853.087097
	Iteration 50Q: 3 clusters Score -638205.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -638206.937500 Penalty: 853.087097
	Iteration 51Q: 3 clusters Score -638206.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -638208.250000 Penalty: 853.087097
	Iteration 52Q: 3 clusters Score -638208.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -638208.437500 Penalty: 853.087097
	Iteration 53Q: 3 clusters Score -638208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -638210.125000 Penalty: 853.087097
	Iteration 54Q: 3 clusters Score -638210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -638209.000000 Penalty: 853.087097
	Iteration 55Q: 3 clusters Score -638209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -638208.937500 Penalty: 853.087097
	Iteration 56Q: 3 clusters Score -638208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -638209.750000 Penalty: 853.087097
	Iteration 57Q: 3 clusters Score -638209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -638209.687500 Penalty: 853.087097
	Iteration 58Q: 3 clusters Score -638209.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -638209.500000 Penalty: 853.087097
	Iteration 59Q: 3 clusters Score -638209.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -638208.750000 Penalty: 853.087097
	Iteration 60F: 3 clusters Score -638208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -638209.437500 Penalty: 853.087097
	Iteration 61Q: 3 clusters Score -638209.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -638209.187500 Penalty: 853.087097
	Iteration 62Q: 3 clusters Score -638209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -638209.187500 Penalty: 853.087097
	Iteration 63F: 3 clusters Score -638209.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Entering Unmasked Estep 
Score: -860916.875000 Penalty: 440.415802
	Iteration 0F: 2 clusters Score -860916.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -850248.937500 Penalty: 880.831604
	Iteration 0F: 3 clusters Score -850248.9 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -854790.625000 Penalty: 880.831604
	Iteration 1F: 3 clusters Score -854790.6 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -855311.000000 Penalty: 880.831604
	Iteration 2F: 3 clusters Score -855311 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -856243.500000 Penalty: 880.831604
	Iteration 3F: 3 clusters Score -856243.5 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -857648.437500 Penalty: 880.831604
	Iteration 4F: 3 clusters Score -857648.4 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -859086.500000 Penalty: 880.831604
	Iteration 5F: 3 clusters Score -859086.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -860061.250000 Penalty: 880.831604
	Iteration 6F: 3 clusters Score -860061.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -860429.875000 Penalty: 880.831604
	Iteration 7Q: 3 clusters Score -860429.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -860553.437500 Penalty: 880.831604
	Iteration 8Q: 3 clusters Score -860553.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -860612.187500 Penalty: 880.831604
	Iteration 9Q: 3 clusters Score -860612.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -860648.187500 Penalty: 880.831604
	Iteration 10Q: 3 clusters Score -860648.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -860684.062500 Penalty: 880.831604
	Iteration 11Q: 3 clusters Score -860684.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -860707.812500 Penalty: 880.831604
	Iteration 12Q: 3 clusters Score -860707.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -860745.500000 Penalty: 880.831604
	Iteration 13Q: 3 clusters Score -860745.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -860768.187500 Penalty: 880.831604
	Iteration 14Q: 3 clusters Score -860768.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -860780.250000 Penalty: 880.831604
	Iteration 15Q: 3 clusters Score -860780.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -860793.812500 Penalty: 880.831604
	Iteration 16Q: 3 clusters Score -860793.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -860819.875000 Penalty: 880.831604
	Iteration 17Q: 3 clusters Score -860819.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -860832.750000 Penalty: 880.831604
	Iteration 18Q: 3 clusters Score -860832.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -860844.312500 Penalty: 880.831604
	Iteration 19Q: 3 clusters Score -860844.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -860858.625000 Penalty: 880.831604
	Iteration 20F: 3 clusters Score -860858.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -860873.187500 Penalty: 880.831604
	Iteration 21Q: 3 clusters Score -860873.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -860884.250000 Penalty: 880.831604
	Iteration 22Q: 3 clusters Score -860884.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -860899.937500 Penalty: 880.831604
	Iteration 23Q: 3 clusters Score -860899.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -860913.125000 Penalty: 880.831604
	Iteration 24Q: 3 clusters Score -860913.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -860919.687500 Penalty: 880.831604
	Iteration 25Q: 3 clusters Score -860919.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -860925.250000 Penalty: 880.831604
	Iteration 26Q: 3 clusters Score -860925.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -860934.687500 Penalty: 880.831604
	Iteration 27Q: 3 clusters Score -860934.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -860944.375000 Penalty: 880.831604
	Iteration 28Q: 3 clusters Score -860944.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -860958.500000 Penalty: 880.831604
	Iteration 29Q: 3 clusters Score -860958.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -860969.000000 Penalty: 880.831604
	Iteration 30Q: 3 clusters Score -860969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -860982.312500 Penalty: 880.831604
	Iteration 31Q: 3 clusters Score -860982.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -860988.062500 Penalty: 880.831604
	Iteration 32Q: 3 clusters Score -860988.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -860993.062500 Penalty: 880.831604
	Iteration 33Q: 3 clusters Score -860993.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -860994.250000 Penalty: 880.831604
	Iteration 34Q: 3 clusters Score -860994.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -860995.125000 Penalty: 880.831604
	Iteration 35Q: 3 clusters Score -860995.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -860996.687500 Penalty: 880.831604
	Iteration 36Q: 3 clusters Score -860996.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -860998.000000 Penalty: 880.831604
	Iteration 37Q: 3 clusters Score -860998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -860999.750000 Penalty: 880.831604
	Iteration 38Q: 3 clusters Score -860999.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -861002.875000 Penalty: 880.831604
	Iteration 39Q: 3 clusters Score -861002.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -861005.750000 Penalty: 880.831604
	Iteration 40F: 3 clusters Score -861005.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -861007.437500 Penalty: 880.831604
	Iteration 41Q: 3 clusters Score -861007.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -861008.625000 Penalty: 880.831604
	Iteration 42Q: 3 clusters Score -861008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -861009.875000 Penalty: 880.831604
	Iteration 43Q: 3 clusters Score -861009.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -861011.187500 Penalty: 880.831604
	Iteration 44Q: 3 clusters Score -861011.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -861010.937500 Penalty: 880.831604
	Iteration 45Q: 3 clusters Score -861010.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -861012.250000 Penalty: 880.831604
	Iteration 46Q: 3 clusters Score -861012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -861012.562500 Penalty: 880.831604
	Iteration 47Q: 3 clusters Score -861012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -861012.687500 Penalty: 880.831604
	Iteration 48Q: 3 clusters Score -861012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -861012.687500 Penalty: 880.831604
	Iteration 49F: 3 clusters Score -861012.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 127149 members 
Mstep: Class 3 contains 54419 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 169703 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 136857 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 100427 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 98282 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 122874 members 
Mstep: Class 20 contains 70246 members 
Mstep: Class 21 contains 10216 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 137536 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 1092 members 
Mstep: Class 26 contains 108210 members 
Mstep: Class 27 contains 69270 members 
Mstep: Class 28 contains 71 members 
Mstep: Class 29 contains 96270 members 
Mstep: Class 30 contains 14894 members 
Entering Unmasked Estep 
Score: -87228968.000000 Penalty: 19606.583984
Splitting cluster 25 changes total score from -87199680.000000 to -87228968.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 26 (108210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108210 members 
Entering Unmasked Estep 
Score: -5844308.500000 Penalty: 527.428223
	Iteration 0F: 2 clusters Score -5844308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -5774569.000000 Penalty: 1054.856445
	Iteration 0F: 3 clusters Score -5774569 nChanged 52807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -5809122.000000 Penalty: 1054.856445
	Iteration 1F: 3 clusters Score -5809122 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 68957 members 
Entering Unmasked Estep 
Score: -5813164.500000 Penalty: 1054.856445
	Iteration 2F: 3 clusters Score -5813164 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -5819377.000000 Penalty: 1054.856445
	Iteration 3F: 3 clusters Score -5819377 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -5826702.500000 Penalty: 1054.856445
	Iteration 4F: 3 clusters Score -5826702 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -5832541.000000 Penalty: 1054.856445
	Iteration 5F: 3 clusters Score -5832541 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -5835939.500000 Penalty: 1054.856445
	Iteration 6Q: 3 clusters Score -5835940 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -5838160.500000 Penalty: 1054.856445
	Iteration 7Q: 3 clusters Score -5838160 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 90016 members 
Entering Unmasked Estep 
Score: -5839907.500000 Penalty: 1054.856445
	Iteration 8Q: 3 clusters Score -5839908 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -5841445.000000 Penalty: 1054.856445
	Iteration 9Q: 3 clusters Score -5841445 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 91883 members 
Entering Unmasked Estep 
Score: -5842779.500000 Penalty: 1054.856445
	Iteration 10Q: 3 clusters Score -5842780 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -5843778.500000 Penalty: 1054.856445
	Iteration 11Q: 3 clusters Score -5843778 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 92723 members 
Entering Unmasked Estep 
Score: -5844432.500000 Penalty: 1054.856445
	Iteration 12Q: 3 clusters Score -5844432 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -5844871.000000 Penalty: 1054.856445
	Iteration 13Q: 3 clusters Score -5844871 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 93128 members 
Entering Unmasked Estep 
Score: -5845134.000000 Penalty: 1054.856445
	Iteration 14Q: 3 clusters Score -5845134 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -5845270.500000 Penalty: 1054.856445
	Iteration 15Q: 3 clusters Score -5845270 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 93323 members 
Entering Unmasked Estep 
Score: -5845362.000000 Penalty: 1054.856445
	Iteration 16Q: 3 clusters Score -5845362 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 93371 members 
Entering Unmasked Estep 
Score: -5845435.500000 Penalty: 1054.856445
	Iteration 17Q: 3 clusters Score -5845436 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -5845481.000000 Penalty: 1054.856445
	Iteration 18Q: 3 clusters Score -5845481 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -5845488.500000 Penalty: 1054.856445
	Iteration 19Q: 3 clusters Score -5845488 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -5845548.500000 Penalty: 1054.856445
	Iteration 20F: 3 clusters Score -5845548 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -5845568.500000 Penalty: 1054.856445
	Iteration 21Q: 3 clusters Score -5845568 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -5845583.500000 Penalty: 1054.856445
	Iteration 22Q: 3 clusters Score -5845584 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -5845588.000000 Penalty: 1054.856445
	Iteration 23Q: 3 clusters Score -5845588 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 93589 members 
Entering Unmasked Estep 
Score: -5845609.500000 Penalty: 1054.856445
	Iteration 24Q: 3 clusters Score -5845610 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -5845610.500000 Penalty: 1054.856445
	Iteration 25Q: 3 clusters Score -5845610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -5845635.500000 Penalty: 1054.856445
	Iteration 26Q: 3 clusters Score -5845636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -5845643.500000 Penalty: 1054.856445
	Iteration 27Q: 3 clusters Score -5845644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 93594 members 
Entering Unmasked Estep 
Score: -5845663.500000 Penalty: 1054.856445
	Iteration 28Q: 3 clusters Score -5845664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -5845660.500000 Penalty: 1054.856445
	Iteration 29Q: 3 clusters Score -5845660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -5845658.500000 Penalty: 1054.856445
	Iteration 30Q: 3 clusters Score -5845658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 93594 members 
Entering Unmasked Estep 
Score: -5845663.000000 Penalty: 1054.856445
	Iteration 31Q: 3 clusters Score -5845663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -5845649.000000 Penalty: 1054.856445
	Iteration 32Q: 3 clusters Score -5845649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -5845645.000000 Penalty: 1054.856445
	Iteration 33Q: 3 clusters Score -5845645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -5845648.500000 Penalty: 1054.856445
	Iteration 34Q: 3 clusters Score -5845648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -5845642.000000 Penalty: 1054.856445
	Iteration 35Q: 3 clusters Score -5845642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -5845641.500000 Penalty: 1054.856445
	Iteration 36Q: 3 clusters Score -5845642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 93608 members 
Entering Unmasked Estep 
Score: -5845640.000000 Penalty: 1054.856445
	Iteration 37Q: 3 clusters Score -5845640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -5845635.500000 Penalty: 1054.856445
	Iteration 38Q: 3 clusters Score -5845636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -5845639.500000 Penalty: 1054.856445
	Iteration 39Q: 3 clusters Score -5845640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -5845637.500000 Penalty: 1054.856445
	Iteration 40F: 3 clusters Score -5845638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -5845638.500000 Penalty: 1054.856445
	Iteration 41Q: 3 clusters Score -5845638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -5845638.500000 Penalty: 1054.856445
	Iteration 42Q: 3 clusters Score -5845638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -5845638.000000 Penalty: 1054.856445
	Iteration 43Q: 3 clusters Score -5845638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -5845636.000000 Penalty: 1054.856445
	Iteration 44Q: 3 clusters Score -5845636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -5845635.500000 Penalty: 1054.856445
	Iteration 45Q: 3 clusters Score -5845636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 93616 members 
Entering Unmasked Estep 
Score: -5845637.000000 Penalty: 1054.856445
	Iteration 46Q: 3 clusters Score -5845637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -5845629.500000 Penalty: 1054.856445
	Iteration 47Q: 3 clusters Score -5845630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -5845640.500000 Penalty: 1054.856445
	Iteration 48Q: 3 clusters Score -5845640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -5845640.500000 Penalty: 1054.856445
	Iteration 49Q: 3 clusters Score -5845640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -5845646.000000 Penalty: 1054.856445
	Iteration 50Q: 3 clusters Score -5845646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 93634 members 
Entering Unmasked Estep 
Score: -5845640.000000 Penalty: 1054.856445
	Iteration 51Q: 3 clusters Score -5845640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -5845640.500000 Penalty: 1054.856445
	Iteration 52Q: 3 clusters Score -5845640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 93642 members 
Entering Unmasked Estep 
Score: -5845645.000000 Penalty: 1054.856445
	Iteration 53Q: 3 clusters Score -5845645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -5845653.000000 Penalty: 1054.856445
	Iteration 54Q: 3 clusters Score -5845653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 93654 members 
Entering Unmasked Estep 
Score: -5845664.000000 Penalty: 1054.856445
	Iteration 55Q: 3 clusters Score -5845664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 93659 members 
Entering Unmasked Estep 
Score: -5845662.500000 Penalty: 1054.856445
	Iteration 56Q: 3 clusters Score -5845662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -5845669.000000 Penalty: 1054.856445
	Iteration 57Q: 3 clusters Score -5845669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 93669 members 
Entering Unmasked Estep 
Score: -5845667.500000 Penalty: 1054.856445
	Iteration 58Q: 3 clusters Score -5845668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 93671 members 
Entering Unmasked Estep 
Score: -5845663.500000 Penalty: 1054.856445
	Iteration 59Q: 3 clusters Score -5845664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -5845664.000000 Penalty: 1054.856445
	Iteration 60F: 3 clusters Score -5845664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 127149 members 
Mstep: Class 3 contains 54419 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 169703 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 136857 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 100427 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 98282 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 122874 members 
Mstep: Class 20 contains 70246 members 
Mstep: Class 21 contains 10216 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 137536 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 1092 members 
Mstep: Class 26 contains 14536 members 
Mstep: Class 27 contains 69270 members 
Mstep: Class 28 contains 71 members 
Mstep: Class 29 contains 96270 members 
Mstep: Class 30 contains 14894 members 
Mstep: Class 31 contains 93674 members 
Entering Unmasked Estep 
Score: -87230352.000000 Penalty: 20260.136719
Splitting cluster 26 changes total score from -87199680.000000 to -87230352.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 127149 members 
Mstep: Class 3 contains 54419 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 169703 members 
Mstep: Class 6 contains 28243 members 
Mstep: Class 7 contains 7943 members 
Mstep: Class 8 contains 136857 members 
Mstep: Class 9 contains 75018 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 12 contains 158 members 
Mstep: Class 13 contains 11200 members 
Mstep: Class 14 contains 100427 members 
Mstep: Class 15 contains 5615 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 98282 members 
Mstep: Class 18 contains 20567 members 
Mstep: Class 19 contains 122874 members 
Mstep: Class 20 contains 70246 members 
Mstep: Class 21 contains 10216 members 
Mstep: Class 22 contains 17866 members 
Mstep: Class 23 contains 137536 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 1092 members 
Mstep: Class 26 contains 14536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87244272.000000 Penalty: 20260.136719
Iteration 79Q: 32 clusters Score -8.724427e+07 nChanged 46330
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 126287 members 
Mstep: Class 3 contains 53820 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 167723 members 
Mstep: Class 6 contains 27742 members 
Mstep: Class 7 contains 7961 members 
Mstep: Class 8 contains 136815 members 
Mstep: Class 9 contains 74424 members 
Mstep: Class 10 contains 4833 members 
Mstep: Class 11 contains 6669 members 
Mstep: Class 12 contains 204 members 
Mstep: Class 13 contains 10731 members 
Mstep: Class 14 contains 98638 members 
Mstep: Class 15 contains 5700 members 
Mstep: Class 16 contains 67249 members 
Mstep: Class 17 contains 109955 members 
Mstep: Class 18 contains 20301 members 
Mstep: Class 19 contains 123906 members 
Mstep: Class 20 contains 69761 members 
Mstep: Class 21 contains 10273 members 
Mstep: Class 22 contains 18071 members 
Mstep: Class 23 contains 135652 members 
Mstep: Class 24 contains 12123 members 
Mstep: Class 25 contains 1271 members 
Mstep: Class 26 contains 14868 members 
Mstep: Class 27 contains 70382 members 
Mstep: Class 28 contains 71 members 
Mstep: Class 29 contains 94569 members 
Mstep: Class 30 contains 13891 members 
Mstep: Class 31 contains 92257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87254768.000000 Penalty: 20260.136719
Iteration 80F: 32 clusters Score -8.725477e+07 nChanged 41280
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 150744 members 
Mstep: Class 2 contains 125353 members 
Mstep: Class 3 contains 53457 members 
Mstep: Class 4 contains 1878 members 
Mstep: Class 5 contains 164009 members 
Mstep: Class 6 contains 27235 members 
Mstep: Class 7 contains 7901 members 
Mstep: Class 8 contains 136742 members 
Mstep: Class 9 contains 74000 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 11 contains 7502 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 9978 members 
Mstep: Class 14 contains 96908 members 
Mstep: Class 15 contains 5761 members 
Mstep: Class 16 contains 67285 members 
Mstep: Class 17 contains 117827 members 
Mstep: Class 18 contains 20061 members 
Mstep: Class 19 contains 124359 members 
Mstep: Class 20 contains 69532 members 
Mstep: Class 21 contains 10395 members 
Mstep: Class 22 contains 17948 members 
Mstep: Class 23 contains 132793 members 
Mstep: Class 24 contains 12355 members 
Mstep: Class 25 contains 1409 members 
Mstep: Class 26 contains 15136 members 
Mstep: Class 27 contains 71596 members 
Mstep: Class 28 contains 73 members 
Mstep: Class 29 contains 96311 members 
Mstep: Class 30 contains 13380 members 
Mstep: Class 31 contains 92752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87261696.000000 Penalty: 20260.136719
Iteration 81Q: 32 clusters Score -8.72617e+07 nChanged 39437
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 148654 members 
Mstep: Class 2 contains 124447 members 
Mstep: Class 3 contains 53143 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 159777 members 
Mstep: Class 6 contains 26729 members 
Mstep: Class 7 contains 7845 members 
Mstep: Class 8 contains 136733 members 
Mstep: Class 9 contains 74052 members 
Mstep: Class 10 contains 5878 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 95315 members 
Mstep: Class 15 contains 5795 members 
Mstep: Class 16 contains 67236 members 
Mstep: Class 17 contains 125189 members 
Mstep: Class 18 contains 19786 members 
Mstep: Class 19 contains 124861 members 
Mstep: Class 20 contains 69373 members 
Mstep: Class 21 contains 10478 members 
Mstep: Class 22 contains 17745 members 
Mstep: Class 23 contains 129727 members 
Mstep: Class 24 contains 12587 members 
Mstep: Class 25 contains 1528 members 
Mstep: Class 26 contains 15478 members 
Mstep: Class 27 contains 72954 members 
Mstep: Class 28 contains 78 members 
Mstep: Class 29 contains 98794 members 
Mstep: Class 30 contains 12946 members 
Mstep: Class 31 contains 93115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87266128.000000 Penalty: 20260.136719
Iteration 82Q: 32 clusters Score -8.726613e+07 nChanged 39931
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 146291 members 
Mstep: Class 2 contains 123420 members 
Mstep: Class 3 contains 52713 members 
Mstep: Class 4 contains 2483 members 
Mstep: Class 5 contains 154773 members 
Mstep: Class 6 contains 26338 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 136674 members 
Mstep: Class 9 contains 74558 members 
Mstep: Class 10 contains 6421 members 
Mstep: Class 11 contains 8821 members 
Mstep: Class 12 contains 281 members 
Mstep: Class 13 contains 8789 members 
Mstep: Class 14 contains 93746 members 
Mstep: Class 15 contains 5825 members 
Mstep: Class 16 contains 67093 members 
Mstep: Class 17 contains 132691 members 
Mstep: Class 18 contains 19480 members 
Mstep: Class 19 contains 125350 members 
Mstep: Class 20 contains 69204 members 
Mstep: Class 21 contains 10525 members 
Mstep: Class 22 contains 17508 members 
Mstep: Class 23 contains 126614 members 
Mstep: Class 24 contains 12848 members 
Mstep: Class 25 contains 1625 members 
Mstep: Class 26 contains 15799 members 
Mstep: Class 27 contains 74505 members 
Mstep: Class 28 contains 80 members 
Mstep: Class 29 contains 101977 members 
Mstep: Class 30 contains 12513 members 
Mstep: Class 31 contains 93526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87270888.000000 Penalty: 20260.136719
Iteration 83Q: 32 clusters Score -8.727089e+07 nChanged 39966
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 142952 members 
Mstep: Class 2 contains 122554 members 
Mstep: Class 3 contains 52152 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 149292 members 
Mstep: Class 6 contains 26099 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 136448 members 
Mstep: Class 9 contains 75467 members 
Mstep: Class 10 contains 6925 members 
Mstep: Class 11 contains 9401 members 
Mstep: Class 12 contains 300 members 
Mstep: Class 13 contains 8218 members 
Mstep: Class 14 contains 92152 members 
Mstep: Class 15 contains 5855 members 
Mstep: Class 16 contains 67175 members 
Mstep: Class 17 contains 140327 members 
Mstep: Class 18 contains 19194 members 
Mstep: Class 19 contains 125763 members 
Mstep: Class 20 contains 69011 members 
Mstep: Class 21 contains 10557 members 
Mstep: Class 22 contains 17191 members 
Mstep: Class 23 contains 123618 members 
Mstep: Class 24 contains 13109 members 
Mstep: Class 25 contains 1708 members 
Mstep: Class 26 contains 16133 members 
Mstep: Class 27 contains 76377 members 
Mstep: Class 28 contains 82 members 
Mstep: Class 29 contains 105626 members 
Mstep: Class 30 contains 12139 members 
Mstep: Class 31 contains 94024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87274416.000000 Penalty: 20260.136719
Iteration 84Q: 32 clusters Score -8.727442e+07 nChanged 43681
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 137250 members 
Mstep: Class 2 contains 121727 members 
Mstep: Class 3 contains 51354 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 143734 members 
Mstep: Class 6 contains 26082 members 
Mstep: Class 7 contains 7696 members 
Mstep: Class 8 contains 135731 members 
Mstep: Class 9 contains 76417 members 
Mstep: Class 10 contains 7391 members 
Mstep: Class 11 contains 9910 members 
Mstep: Class 12 contains 312 members 
Mstep: Class 13 contains 7608 members 
Mstep: Class 14 contains 90660 members 
Mstep: Class 15 contains 5869 members 
Mstep: Class 16 contains 67632 members 
Mstep: Class 17 contains 149490 members 
Mstep: Class 18 contains 19059 members 
Mstep: Class 19 contains 126056 members 
Mstep: Class 20 contains 68297 members 
Mstep: Class 21 contains 10594 members 
Mstep: Class 22 contains 16888 members 
Mstep: Class 23 contains 120616 members 
Mstep: Class 24 contains 13301 members 
Mstep: Class 25 contains 1760 members 
Mstep: Class 26 contains 16468 members 
Mstep: Class 27 contains 78432 members 
Mstep: Class 28 contains 84 members 
Mstep: Class 29 contains 110601 members 
Mstep: Class 30 contains 11846 members 
Mstep: Class 31 contains 94618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87276728.000000 Penalty: 20260.136719
Iteration 85Q: 32 clusters Score -8.727673e+07 nChanged 46088
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 129420 members 
Mstep: Class 2 contains 121084 members 
Mstep: Class 3 contains 50650 members 
Mstep: Class 4 contains 2840 members 
Mstep: Class 5 contains 138306 members 
Mstep: Class 6 contains 26186 members 
Mstep: Class 7 contains 7645 members 
Mstep: Class 8 contains 134692 members 
Mstep: Class 9 contains 77363 members 
Mstep: Class 10 contains 7887 members 
Mstep: Class 11 contains 10317 members 
Mstep: Class 12 contains 318 members 
Mstep: Class 13 contains 7063 members 
Mstep: Class 14 contains 89513 members 
Mstep: Class 15 contains 5868 members 
Mstep: Class 16 contains 68444 members 
Mstep: Class 17 contains 158846 members 
Mstep: Class 18 contains 18932 members 
Mstep: Class 19 contains 126119 members 
Mstep: Class 20 contains 67320 members 
Mstep: Class 21 contains 10639 members 
Mstep: Class 22 contains 16478 members 
Mstep: Class 23 contains 117903 members 
Mstep: Class 24 contains 13427 members 
Mstep: Class 25 contains 1816 members 
Mstep: Class 26 contains 16835 members 
Mstep: Class 27 contains 80521 members 
Mstep: Class 28 contains 87 members 
Mstep: Class 29 contains 116893 members 
Mstep: Class 30 contains 11628 members 
Mstep: Class 31 contains 95217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87280688.000000 Penalty: 20260.136719
Iteration 86Q: 32 clusters Score -8.728069e+07 nChanged 37758
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 122742 members 
Mstep: Class 2 contains 120503 members 
Mstep: Class 3 contains 50823 members 
Mstep: Class 4 contains 2859 members 
Mstep: Class 5 contains 132157 members 
Mstep: Class 6 contains 26522 members 
Mstep: Class 7 contains 7588 members 
Mstep: Class 8 contains 134753 members 
Mstep: Class 9 contains 78489 members 
Mstep: Class 10 contains 8400 members 
Mstep: Class 11 contains 10661 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 89486 members 
Mstep: Class 15 contains 5852 members 
Mstep: Class 16 contains 69502 members 
Mstep: Class 17 contains 164191 members 
Mstep: Class 18 contains 18863 members 
Mstep: Class 19 contains 126226 members 
Mstep: Class 20 contains 67611 members 
Mstep: Class 21 contains 10707 members 
Mstep: Class 22 contains 16016 members 
Mstep: Class 23 contains 115487 members 
Mstep: Class 24 contains 13754 members 
Mstep: Class 25 contains 1868 members 
Mstep: Class 26 contains 17218 members 
Mstep: Class 27 contains 82803 members 
Mstep: Class 28 contains 88 members 
Mstep: Class 29 contains 120561 members 
Mstep: Class 30 contains 11542 members 
Mstep: Class 31 contains 95860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87283768.000000 Penalty: 20260.136719
Iteration 87Q: 32 clusters Score -8.728377e+07 nChanged 33355
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 118036 members 
Mstep: Class 2 contains 120080 members 
Mstep: Class 3 contains 51162 members 
Mstep: Class 4 contains 2856 members 
Mstep: Class 5 contains 126214 members 
Mstep: Class 6 contains 26979 members 
Mstep: Class 7 contains 7518 members 
Mstep: Class 8 contains 135402 members 
Mstep: Class 9 contains 79784 members 
Mstep: Class 10 contains 8836 members 
Mstep: Class 11 contains 10881 members 
Mstep: Class 12 contains 327 members 
Mstep: Class 13 contains 6682 members 
Mstep: Class 14 contains 89959 members 
Mstep: Class 15 contains 5805 members 
Mstep: Class 16 contains 70926 members 
Mstep: Class 17 contains 165928 members 
Mstep: Class 18 contains 18799 members 
Mstep: Class 19 contains 126375 members 
Mstep: Class 20 contains 68526 members 
Mstep: Class 21 contains 10786 members 
Mstep: Class 22 contains 15569 members 
Mstep: Class 23 contains 113191 members 
Mstep: Class 24 contains 14271 members 
Mstep: Class 25 contains 1916 members 
Mstep: Class 26 contains 17588 members 
Mstep: Class 27 contains 85050 members 
Mstep: Class 28 contains 90 members 
Mstep: Class 29 contains 122511 members 
Mstep: Class 30 contains 11600 members 
Mstep: Class 31 contains 96609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87286288.000000 Penalty: 20260.136719
Iteration 88Q: 32 clusters Score -8.728629e+07 nChanged 29326
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 114567 members 
Mstep: Class 2 contains 119713 members 
Mstep: Class 3 contains 51462 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 121002 members 
Mstep: Class 6 contains 27450 members 
Mstep: Class 7 contains 7433 members 
Mstep: Class 8 contains 136019 members 
Mstep: Class 9 contains 80992 members 
Mstep: Class 10 contains 9183 members 
Mstep: Class 11 contains 11035 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 90409 members 
Mstep: Class 15 contains 5770 members 
Mstep: Class 16 contains 72632 members 
Mstep: Class 17 contains 166204 members 
Mstep: Class 18 contains 18729 members 
Mstep: Class 19 contains 126573 members 
Mstep: Class 20 contains 69629 members 
Mstep: Class 21 contains 10864 members 
Mstep: Class 22 contains 15122 members 
Mstep: Class 23 contains 110976 members 
Mstep: Class 24 contains 14843 members 
Mstep: Class 25 contains 1951 members 
Mstep: Class 26 contains 18003 members 
Mstep: Class 27 contains 87195 members 
Mstep: Class 28 contains 91 members 
Mstep: Class 29 contains 123617 members 
Mstep: Class 30 contains 11674 members 
Mstep: Class 31 contains 97388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87289216.000000 Penalty: 20260.136719
Iteration 89Q: 32 clusters Score -8.728922e+07 nChanged 26216
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 111880 members 
Mstep: Class 2 contains 119192 members 
Mstep: Class 3 contains 51693 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 116416 members 
Mstep: Class 6 contains 27977 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 136569 members 
Mstep: Class 9 contains 81948 members 
Mstep: Class 10 contains 9505 members 
Mstep: Class 11 contains 11130 members 
Mstep: Class 12 contains 330 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 90712 members 
Mstep: Class 15 contains 5749 members 
Mstep: Class 16 contains 74509 members 
Mstep: Class 17 contains 166235 members 
Mstep: Class 18 contains 18660 members 
Mstep: Class 19 contains 126680 members 
Mstep: Class 20 contains 70731 members 
Mstep: Class 21 contains 10949 members 
Mstep: Class 22 contains 14663 members 
Mstep: Class 23 contains 108805 members 
Mstep: Class 24 contains 15455 members 
Mstep: Class 25 contains 1967 members 
Mstep: Class 26 contains 18471 members 
Mstep: Class 27 contains 89088 members 
Mstep: Class 28 contains 90 members 
Mstep: Class 29 contains 124278 members 
Mstep: Class 30 contains 11749 members 
Mstep: Class 31 contains 98195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87294024.000000 Penalty: 20260.136719
Iteration 90Q: 32 clusters Score -8.729402e+07 nChanged 24806
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 109479 members 
Mstep: Class 2 contains 118424 members 
Mstep: Class 3 contains 51901 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 112485 members 
Mstep: Class 6 contains 28480 members 
Mstep: Class 7 contains 7254 members 
Mstep: Class 8 contains 137059 members 
Mstep: Class 9 contains 82662 members 
Mstep: Class 10 contains 9800 members 
Mstep: Class 11 contains 11177 members 
Mstep: Class 12 contains 329 members 
Mstep: Class 13 contains 6376 members 
Mstep: Class 14 contains 90887 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 76870 members 
Mstep: Class 17 contains 166261 members 
Mstep: Class 18 contains 18626 members 
Mstep: Class 19 contains 126721 members 
Mstep: Class 20 contains 71755 members 
Mstep: Class 21 contains 11028 members 
Mstep: Class 22 contains 14206 members 
Mstep: Class 23 contains 106598 members 
Mstep: Class 24 contains 16153 members 
Mstep: Class 25 contains 1988 members 
Mstep: Class 26 contains 18920 members 
Mstep: Class 27 contains 90776 members 
Mstep: Class 28 contains 89 members 
Mstep: Class 29 contains 124624 members 
Mstep: Class 30 contains 11801 members 
Mstep: Class 31 contains 99029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87297024.000000 Penalty: 20260.136719
Iteration 91Q: 32 clusters Score -8.729702e+07 nChanged 24835
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 106832 members 
Mstep: Class 2 contains 117451 members 
Mstep: Class 3 contains 52198 members 
Mstep: Class 4 contains 2718 members 
Mstep: Class 5 contains 109095 members 
Mstep: Class 6 contains 28794 members 
Mstep: Class 7 contains 7171 members 
Mstep: Class 8 contains 137458 members 
Mstep: Class 9 contains 83169 members 
Mstep: Class 10 contains 10033 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 91065 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 16 contains 79971 members 
Mstep: Class 17 contains 166398 members 
Mstep: Class 18 contains 18595 members 
Mstep: Class 19 contains 126745 members 
Mstep: Class 20 contains 72756 members 
Mstep: Class 21 contains 11071 members 
Mstep: Class 22 contains 13756 members 
Mstep: Class 23 contains 104544 members 
Mstep: Class 24 contains 16847 members 
Mstep: Class 25 contains 1998 members 
Mstep: Class 26 contains 19373 members 
Mstep: Class 27 contains 92367 members 
Mstep: Class 28 contains 90 members 
Mstep: Class 29 contains 124618 members 
Mstep: Class 30 contains 11842 members 
Mstep: Class 31 contains 99812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87301200.000000 Penalty: 20260.136719
Iteration 92Q: 32 clusters Score -8.73012e+07 nChanged 25956
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 103966 members 
Mstep: Class 2 contains 116098 members 
Mstep: Class 3 contains 52579 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 106090 members 
Mstep: Class 6 contains 28775 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 137801 members 
Mstep: Class 9 contains 83459 members 
Mstep: Class 10 contains 10208 members 
Mstep: Class 11 contains 11164 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 6158 members 
Mstep: Class 14 contains 91271 members 
Mstep: Class 15 contains 5703 members 
Mstep: Class 16 contains 83729 members 
Mstep: Class 17 contains 166652 members 
Mstep: Class 18 contains 18567 members 
Mstep: Class 19 contains 126743 members 
Mstep: Class 20 contains 73784 members 
Mstep: Class 21 contains 11163 members 
Mstep: Class 22 contains 13322 members 
Mstep: Class 23 contains 102877 members 
Mstep: Class 24 contains 17565 members 
Mstep: Class 25 contains 2008 members 
Mstep: Class 26 contains 19817 members 
Mstep: Class 27 contains 93816 members 
Mstep: Class 28 contains 90 members 
Mstep: Class 29 contains 124260 members 
Mstep: Class 30 contains 11876 members 
Mstep: Class 31 contains 100638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87304176.000000 Penalty: 20260.136719
Iteration 93Q: 32 clusters Score -8.730418e+07 nChanged 27707
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 114555 members 
Mstep: Class 3 contains 53042 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 103458 members 
Mstep: Class 6 contains 28433 members 
Mstep: Class 7 contains 7004 members 
Mstep: Class 8 contains 138170 members 
Mstep: Class 9 contains 83647 members 
Mstep: Class 10 contains 10353 members 
Mstep: Class 11 contains 11174 members 
Mstep: Class 12 contains 325 members 
Mstep: Class 13 contains 6030 members 
Mstep: Class 14 contains 91460 members 
Mstep: Class 15 contains 5706 members 
Mstep: Class 16 contains 88156 members 
Mstep: Class 17 contains 166895 members 
Mstep: Class 18 contains 18555 members 
Mstep: Class 19 contains 126706 members 
Mstep: Class 20 contains 74991 members 
Mstep: Class 21 contains 11230 members 
Mstep: Class 22 contains 12891 members 
Mstep: Class 23 contains 101556 members 
Mstep: Class 24 contains 18244 members 
Mstep: Class 25 contains 2029 members 
Mstep: Class 26 contains 20227 members 
Mstep: Class 27 contains 95216 members 
Mstep: Class 28 contains 91 members 
Mstep: Class 29 contains 123535 members 
Mstep: Class 30 contains 11919 members 
Mstep: Class 31 contains 101440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87305344.000000 Penalty: 20260.136719
Iteration 94Q: 32 clusters Score -8.730534e+07 nChanged 29912
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 112955 members 
Mstep: Class 3 contains 53619 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 101048 members 
Mstep: Class 6 contains 27613 members 
Mstep: Class 7 contains 6902 members 
Mstep: Class 8 contains 138618 members 
Mstep: Class 9 contains 83733 members 
Mstep: Class 10 contains 10479 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 5891 members 
Mstep: Class 14 contains 91630 members 
Mstep: Class 15 contains 5698 members 
Mstep: Class 16 contains 93030 members 
Mstep: Class 17 contains 167193 members 
Mstep: Class 18 contains 18521 members 
Mstep: Class 19 contains 126537 members 
Mstep: Class 20 contains 76428 members 
Mstep: Class 21 contains 11257 members 
Mstep: Class 22 contains 12480 members 
Mstep: Class 23 contains 100899 members 
Mstep: Class 24 contains 18992 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 20616 members 
Mstep: Class 27 contains 96595 members 
Mstep: Class 28 contains 92 members 
Mstep: Class 29 contains 122606 members 
Mstep: Class 30 contains 11947 members 
Mstep: Class 31 contains 102266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87306464.000000 Penalty: 20260.136719
Iteration 95Q: 32 clusters Score -8.730646e+07 nChanged 31226
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 92168 members 
Mstep: Class 2 contains 111560 members 
Mstep: Class 3 contains 54219 members 
Mstep: Class 4 contains 2495 members 
Mstep: Class 5 contains 98868 members 
Mstep: Class 6 contains 26450 members 
Mstep: Class 7 contains 6797 members 
Mstep: Class 8 contains 139085 members 
Mstep: Class 9 contains 83720 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 11064 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 5765 members 
Mstep: Class 14 contains 91852 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 97576 members 
Mstep: Class 17 contains 167417 members 
Mstep: Class 18 contains 18474 members 
Mstep: Class 19 contains 126394 members 
Mstep: Class 20 contains 78193 members 
Mstep: Class 21 contains 11197 members 
Mstep: Class 22 contains 12102 members 
Mstep: Class 23 contains 100970 members 
Mstep: Class 24 contains 19719 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 20999 members 
Mstep: Class 27 contains 97918 members 
Mstep: Class 28 contains 93 members 
Mstep: Class 29 contains 121450 members 
Mstep: Class 30 contains 11987 members 
Mstep: Class 31 contains 103042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87306488.000000 Penalty: 20260.136719
Iteration 96Q: 32 clusters Score -8.730649e+07 nChanged 31441
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 110620 members 
Mstep: Class 3 contains 54948 members 
Mstep: Class 4 contains 2437 members 
Mstep: Class 5 contains 96862 members 
Mstep: Class 6 contains 25165 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 139509 members 
Mstep: Class 9 contains 83648 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 11014 members 
Mstep: Class 12 contains 334 members 
Mstep: Class 13 contains 5591 members 
Mstep: Class 14 contains 92064 members 
Mstep: Class 15 contains 5720 members 
Mstep: Class 16 contains 101148 members 
Mstep: Class 17 contains 167497 members 
Mstep: Class 18 contains 18412 members 
Mstep: Class 19 contains 126144 members 
Mstep: Class 20 contains 80261 members 
Mstep: Class 21 contains 11112 members 
Mstep: Class 22 contains 11764 members 
Mstep: Class 23 contains 101797 members 
Mstep: Class 24 contains 20432 members 
Mstep: Class 25 contains 2088 members 
Mstep: Class 26 contains 21356 members 
Mstep: Class 27 contains 99179 members 
Mstep: Class 28 contains 95 members 
Mstep: Class 29 contains 120161 members 
Mstep: Class 30 contains 12031 members 
Mstep: Class 31 contains 103828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87305640.000000 Penalty: 20260.136719
Iteration 97Q: 32 clusters Score -8.730564e+07 nChanged 30035
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 110215 members 
Mstep: Class 3 contains 55852 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 95096 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 7 contains 6576 members 
Mstep: Class 8 contains 139913 members 
Mstep: Class 9 contains 83525 members 
Mstep: Class 10 contains 10788 members 
Mstep: Class 11 contains 10999 members 
Mstep: Class 12 contains 337 members 
Mstep: Class 13 contains 5407 members 
Mstep: Class 14 contains 92268 members 
Mstep: Class 15 contains 5787 members 
Mstep: Class 16 contains 102875 members 
Mstep: Class 17 contains 167424 members 
Mstep: Class 18 contains 18326 members 
Mstep: Class 19 contains 125860 members 
Mstep: Class 20 contains 82502 members 
Mstep: Class 21 contains 11021 members 
Mstep: Class 22 contains 11455 members 
Mstep: Class 23 contains 103327 members 
Mstep: Class 24 contains 20990 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 21693 members 
Mstep: Class 27 contains 100376 members 
Mstep: Class 28 contains 99 members 
Mstep: Class 29 contains 118743 members 
Mstep: Class 30 contains 12045 members 
Mstep: Class 31 contains 104533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87306104.000000 Penalty: 20260.136719
Iteration 98Q: 32 clusters Score -8.73061e+07 nChanged 28471
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 110173 members 
Mstep: Class 3 contains 56858 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 93599 members 
Mstep: Class 6 contains 22546 members 
Mstep: Class 7 contains 6491 members 
Mstep: Class 8 contains 140188 members 
Mstep: Class 9 contains 83344 members 
Mstep: Class 10 contains 10864 members 
Mstep: Class 11 contains 10976 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 5195 members 
Mstep: Class 14 contains 92490 members 
Mstep: Class 15 contains 5868 members 
Mstep: Class 16 contains 102764 members 
Mstep: Class 17 contains 167161 members 
Mstep: Class 18 contains 18209 members 
Mstep: Class 19 contains 125567 members 
Mstep: Class 20 contains 84890 members 
Mstep: Class 21 contains 10914 members 
Mstep: Class 22 contains 11175 members 
Mstep: Class 23 contains 105377 members 
Mstep: Class 24 contains 21414 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 22017 members 
Mstep: Class 27 contains 101530 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 117372 members 
Mstep: Class 30 contains 12053 members 
Mstep: Class 31 contains 105217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87307848.000000 Penalty: 20260.136719
Iteration 99Q: 32 clusters Score -8.730785e+07 nChanged 27186
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 79019 members 
Mstep: Class 2 contains 110229 members 
Mstep: Class 3 contains 57951 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 92206 members 
Mstep: Class 6 contains 21245 members 
Mstep: Class 7 contains 6403 members 
Mstep: Class 8 contains 140449 members 
Mstep: Class 9 contains 83000 members 
Mstep: Class 10 contains 10941 members 
Mstep: Class 11 contains 11006 members 
Mstep: Class 12 contains 344 members 
Mstep: Class 13 contains 4990 members 
Mstep: Class 14 contains 92718 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 101642 members 
Mstep: Class 17 contains 166850 members 
Mstep: Class 18 contains 18082 members 
Mstep: Class 19 contains 125178 members 
Mstep: Class 20 contains 87439 members 
Mstep: Class 21 contains 10860 members 
Mstep: Class 22 contains 10940 members 
Mstep: Class 23 contains 107554 members 
Mstep: Class 24 contains 21750 members 
Mstep: Class 25 contains 2140 members 
Mstep: Class 26 contains 22323 members 
Mstep: Class 27 contains 102646 members 
Mstep: Class 28 contains 108 members 
Mstep: Class 29 contains 116090 members 
Mstep: Class 30 contains 12000 members 
Mstep: Class 31 contains 105929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87312488.000000 Penalty: 20260.136719
Iteration 100F: 32 clusters Score -8.731249e+07 nChanged 29111
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 109332 members 
Mstep: Class 3 contains 59080 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 90536 members 
Mstep: Class 6 contains 20052 members 
Mstep: Class 7 contains 6329 members 
Mstep: Class 8 contains 140732 members 
Mstep: Class 9 contains 82779 members 
Mstep: Class 10 contains 11233 members 
Mstep: Class 11 contains 11222 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 4759 members 
Mstep: Class 14 contains 92898 members 
Mstep: Class 15 contains 6150 members 
Mstep: Class 16 contains 102827 members 
Mstep: Class 17 contains 166409 members 
Mstep: Class 18 contains 17986 members 
Mstep: Class 19 contains 124736 members 
Mstep: Class 20 contains 89900 members 
Mstep: Class 21 contains 10802 members 
Mstep: Class 22 contains 10651 members 
Mstep: Class 23 contains 109742 members 
Mstep: Class 24 contains 22019 members 
Mstep: Class 25 contains 2189 members 
Mstep: Class 26 contains 22614 members 
Mstep: Class 27 contains 103696 members 
Mstep: Class 28 contains 116 members 
Mstep: Class 29 contains 114919 members 
Mstep: Class 30 contains 11959 members 
Mstep: Class 31 contains 106598 members 
Entering Unmasked Estep 
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Iteration 101Q: 32 clusters Score -8.731479e+07 nChanged 28929
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 72648 members 
Mstep: Class 2 contains 108458 members 
Mstep: Class 3 contains 60263 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 88989 members 
Mstep: Class 6 contains 18958 members 
Mstep: Class 7 contains 6249 members 
Mstep: Class 8 contains 140925 members 
Mstep: Class 9 contains 82496 members 
Mstep: Class 10 contains 11445 members 
Mstep: Class 11 contains 11471 members 
Mstep: Class 12 contains 372 members 
Mstep: Class 13 contains 4518 members 
Mstep: Class 14 contains 93037 members 
Mstep: Class 15 contains 6356 members 
Mstep: Class 16 contains 102984 members 
Mstep: Class 17 contains 165695 members 
Mstep: Class 18 contains 17868 members 
Mstep: Class 19 contains 124408 members 
Mstep: Class 20 contains 92311 members 
Mstep: Class 21 contains 10764 members 
Mstep: Class 22 contains 10414 members 
Mstep: Class 23 contains 112248 members 
Mstep: Class 24 contains 22146 members 
Mstep: Class 25 contains 2238 members 
Mstep: Class 26 contains 22921 members 
Mstep: Class 27 contains 104791 members 
Mstep: Class 28 contains 124 members 
Mstep: Class 29 contains 114006 members 
Mstep: Class 30 contains 11870 members 
Mstep: Class 31 contains 107220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87319320.000000 Penalty: 20260.136719
Iteration 102Q: 32 clusters Score -8.731932e+07 nChanged 28149
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 107693 members 
Mstep: Class 3 contains 61516 members 
Mstep: Class 4 contains 1999 members 
Mstep: Class 5 contains 87528 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 141010 members 
Mstep: Class 9 contains 82187 members 
Mstep: Class 10 contains 11561 members 
Mstep: Class 11 contains 11774 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 93146 members 
Mstep: Class 15 contains 6596 members 
Mstep: Class 16 contains 102512 members 
Mstep: Class 17 contains 164912 members 
Mstep: Class 18 contains 17672 members 
Mstep: Class 19 contains 124142 members 
Mstep: Class 20 contains 94448 members 
Mstep: Class 21 contains 10786 members 
Mstep: Class 22 contains 10237 members 
Mstep: Class 23 contains 114849 members 
Mstep: Class 24 contains 22182 members 
Mstep: Class 25 contains 2294 members 
Mstep: Class 26 contains 23240 members 
Mstep: Class 27 contains 105906 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 113286 members 
Mstep: Class 30 contains 11784 members 
Mstep: Class 31 contains 107765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87322344.000000 Penalty: 20260.136719
Iteration 103Q: 32 clusters Score -8.732234e+07 nChanged 26839
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 106772 members 
Mstep: Class 3 contains 62746 members 
Mstep: Class 4 contains 1933 members 
Mstep: Class 5 contains 86117 members 
Mstep: Class 6 contains 16952 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 141154 members 
Mstep: Class 9 contains 81908 members 
Mstep: Class 10 contains 11616 members 
Mstep: Class 11 contains 12059 members 
Mstep: Class 12 contains 472 members 
Mstep: Class 13 contains 4012 members 
Mstep: Class 14 contains 93265 members 
Mstep: Class 15 contains 6852 members 
Mstep: Class 16 contains 101677 members 
Mstep: Class 17 contains 164099 members 
Mstep: Class 18 contains 17467 members 
Mstep: Class 19 contains 123905 members 
Mstep: Class 20 contains 96300 members 
Mstep: Class 21 contains 10859 members 
Mstep: Class 22 contains 10140 members 
Mstep: Class 23 contains 117494 members 
Mstep: Class 24 contains 22174 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 23584 members 
Mstep: Class 27 contains 106983 members 
Mstep: Class 28 contains 154 members 
Mstep: Class 29 contains 112805 members 
Mstep: Class 30 contains 11691 members 
Mstep: Class 31 contains 108203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87324768.000000 Penalty: 20260.136719
Iteration 104Q: 32 clusters Score -8.732477e+07 nChanged 25422
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 105713 members 
Mstep: Class 3 contains 63916 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 84735 members 
Mstep: Class 6 contains 16164 members 
Mstep: Class 7 contains 6034 members 
Mstep: Class 8 contains 141415 members 
Mstep: Class 9 contains 81745 members 
Mstep: Class 10 contains 11693 members 
Mstep: Class 11 contains 12361 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 3831 members 
Mstep: Class 14 contains 93335 members 
Mstep: Class 15 contains 7146 members 
Mstep: Class 16 contains 100790 members 
Mstep: Class 17 contains 163134 members 
Mstep: Class 18 contains 17270 members 
Mstep: Class 19 contains 123720 members 
Mstep: Class 20 contains 97656 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 10117 members 
Mstep: Class 23 contains 120003 members 
Mstep: Class 24 contains 22186 members 
Mstep: Class 25 contains 2373 members 
Mstep: Class 26 contains 23887 members 
Mstep: Class 27 contains 108028 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 112480 members 
Mstep: Class 30 contains 11591 members 
Mstep: Class 31 contains 108598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87327696.000000 Penalty: 20260.136719
Iteration 105Q: 32 clusters Score -8.73277e+07 nChanged 24083
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 104661 members 
Mstep: Class 3 contains 65016 members 
Mstep: Class 4 contains 1771 members 
Mstep: Class 5 contains 83425 members 
Mstep: Class 6 contains 15482 members 
Mstep: Class 7 contains 5988 members 
Mstep: Class 8 contains 141768 members 
Mstep: Class 9 contains 81556 members 
Mstep: Class 10 contains 11757 members 
Mstep: Class 11 contains 12601 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 93370 members 
Mstep: Class 15 contains 7465 members 
Mstep: Class 16 contains 99851 members 
Mstep: Class 17 contains 162297 members 
Mstep: Class 18 contains 17114 members 
Mstep: Class 19 contains 123554 members 
Mstep: Class 20 contains 98589 members 
Mstep: Class 21 contains 11098 members 
Mstep: Class 22 contains 10102 members 
Mstep: Class 23 contains 122357 members 
Mstep: Class 24 contains 22135 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 24223 members 
Mstep: Class 27 contains 109071 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 112373 members 
Mstep: Class 30 contains 11475 members 
Mstep: Class 31 contains 108933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87331176.000000 Penalty: 20260.136719
Iteration 106Q: 32 clusters Score -8.733118e+07 nChanged 23097
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 103550 members 
Mstep: Class 3 contains 66100 members 
Mstep: Class 4 contains 1692 members 
Mstep: Class 5 contains 82148 members 
Mstep: Class 6 contains 14956 members 
Mstep: Class 7 contains 5939 members 
Mstep: Class 8 contains 142049 members 
Mstep: Class 9 contains 81350 members 
Mstep: Class 10 contains 11861 members 
Mstep: Class 11 contains 12830 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 93351 members 
Mstep: Class 15 contains 7800 members 
Mstep: Class 16 contains 98948 members 
Mstep: Class 17 contains 161742 members 
Mstep: Class 18 contains 16981 members 
Mstep: Class 19 contains 123424 members 
Mstep: Class 20 contains 98971 members 
Mstep: Class 21 contains 11276 members 
Mstep: Class 22 contains 10103 members 
Mstep: Class 23 contains 124574 members 
Mstep: Class 24 contains 22042 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 24528 members 
Mstep: Class 27 contains 110090 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 112319 members 
Mstep: Class 30 contains 11384 members 
Mstep: Class 31 contains 109282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87333552.000000 Penalty: 20260.136719
Iteration 107Q: 32 clusters Score -8.733355e+07 nChanged 22108
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 102450 members 
Mstep: Class 3 contains 67084 members 
Mstep: Class 4 contains 1620 members 
Mstep: Class 5 contains 80910 members 
Mstep: Class 6 contains 14538 members 
Mstep: Class 7 contains 5904 members 
Mstep: Class 8 contains 142387 members 
Mstep: Class 9 contains 81250 members 
Mstep: Class 10 contains 11999 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 726 members 
Mstep: Class 13 contains 3385 members 
Mstep: Class 14 contains 93358 members 
Mstep: Class 15 contains 8167 members 
Mstep: Class 16 contains 98154 members 
Mstep: Class 17 contains 161183 members 
Mstep: Class 18 contains 16897 members 
Mstep: Class 19 contains 123288 members 
Mstep: Class 20 contains 98901 members 
Mstep: Class 21 contains 11470 members 
Mstep: Class 22 contains 10102 members 
Mstep: Class 23 contains 126641 members 
Mstep: Class 24 contains 21890 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 24837 members 
Mstep: Class 27 contains 111061 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 112381 members 
Mstep: Class 30 contains 11291 members 
Mstep: Class 31 contains 109566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87335600.000000 Penalty: 20260.136719
Iteration 108Q: 32 clusters Score -8.73356e+07 nChanged 21135
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 101356 members 
Mstep: Class 3 contains 67959 members 
Mstep: Class 4 contains 1561 members 
Mstep: Class 5 contains 79753 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 5885 members 
Mstep: Class 8 contains 142738 members 
Mstep: Class 9 contains 81089 members 
Mstep: Class 10 contains 12172 members 
Mstep: Class 11 contains 13113 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 3301 members 
Mstep: Class 14 contains 93339 members 
Mstep: Class 15 contains 8565 members 
Mstep: Class 16 contains 97514 members 
Mstep: Class 17 contains 160747 members 
Mstep: Class 18 contains 16824 members 
Mstep: Class 19 contains 123204 members 
Mstep: Class 20 contains 98497 members 
Mstep: Class 21 contains 11691 members 
Mstep: Class 22 contains 10097 members 
Mstep: Class 23 contains 128472 members 
Mstep: Class 24 contains 21747 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 25144 members 
Mstep: Class 27 contains 112046 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 112419 members 
Mstep: Class 30 contains 11228 members 
Mstep: Class 31 contains 109864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87338024.000000 Penalty: 20260.136719
Iteration 109Q: 32 clusters Score -8.733802e+07 nChanged 20240
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 100392 members 
Mstep: Class 3 contains 68710 members 
Mstep: Class 4 contains 1526 members 
Mstep: Class 5 contains 78624 members 
Mstep: Class 6 contains 13900 members 
Mstep: Class 7 contains 5862 members 
Mstep: Class 8 contains 143202 members 
Mstep: Class 9 contains 80970 members 
Mstep: Class 10 contains 12338 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 856 members 
Mstep: Class 13 contains 3234 members 
Mstep: Class 14 contains 93279 members 
Mstep: Class 15 contains 8989 members 
Mstep: Class 16 contains 97002 members 
Mstep: Class 17 contains 160521 members 
Mstep: Class 18 contains 16762 members 
Mstep: Class 19 contains 123030 members 
Mstep: Class 20 contains 97805 members 
Mstep: Class 21 contains 11913 members 
Mstep: Class 22 contains 10100 members 
Mstep: Class 23 contains 129998 members 
Mstep: Class 24 contains 21584 members 
Mstep: Class 25 contains 2521 members 
Mstep: Class 26 contains 25462 members 
Mstep: Class 27 contains 112983 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 112257 members 
Mstep: Class 30 contains 11157 members 
Mstep: Class 31 contains 110208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87340440.000000 Penalty: 20260.136719
Iteration 110Q: 32 clusters Score -8.734044e+07 nChanged 19184
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 99455 members 
Mstep: Class 3 contains 69398 members 
Mstep: Class 4 contains 1503 members 
Mstep: Class 5 contains 77452 members 
Mstep: Class 6 contains 13772 members 
Mstep: Class 7 contains 5841 members 
Mstep: Class 8 contains 143845 members 
Mstep: Class 9 contains 80818 members 
Mstep: Class 10 contains 12517 members 
Mstep: Class 11 contains 13292 members 
Mstep: Class 12 contains 913 members 
Mstep: Class 13 contains 3208 members 
Mstep: Class 14 contains 93221 members 
Mstep: Class 15 contains 9446 members 
Mstep: Class 16 contains 96578 members 
Mstep: Class 17 contains 160040 members 
Mstep: Class 18 contains 16728 members 
Mstep: Class 19 contains 122853 members 
Mstep: Class 20 contains 96877 members 
Mstep: Class 21 contains 12144 members 
Mstep: Class 22 contains 10112 members 
Mstep: Class 23 contains 131255 members 
Mstep: Class 24 contains 21425 members 
Mstep: Class 25 contains 2540 members 
Mstep: Class 26 contains 25773 members 
Mstep: Class 27 contains 113950 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 112193 members 
Mstep: Class 30 contains 11095 members 
Mstep: Class 31 contains 110534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87342848.000000 Penalty: 20260.136719
Iteration 111Q: 32 clusters Score -8.734285e+07 nChanged 18596
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61148 members 
Mstep: Class 2 contains 98547 members 
Mstep: Class 3 contains 69960 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 76270 members 
Mstep: Class 6 contains 13664 members 
Mstep: Class 7 contains 5816 members 
Mstep: Class 8 contains 144552 members 
Mstep: Class 9 contains 80689 members 
Mstep: Class 10 contains 12726 members 
Mstep: Class 11 contains 13347 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 3181 members 
Mstep: Class 14 contains 93166 members 
Mstep: Class 15 contains 9863 members 
Mstep: Class 16 contains 96272 members 
Mstep: Class 17 contains 159696 members 
Mstep: Class 18 contains 16734 members 
Mstep: Class 19 contains 122696 members 
Mstep: Class 20 contains 95770 members 
Mstep: Class 21 contains 12435 members 
Mstep: Class 22 contains 10130 members 
Mstep: Class 23 contains 132327 members 
Mstep: Class 24 contains 21248 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 26066 members 
Mstep: Class 27 contains 114803 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 112086 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 110855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87345312.000000 Penalty: 20260.136719
Iteration 112Q: 32 clusters Score -8.734531e+07 nChanged 17990
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 97715 members 
Mstep: Class 3 contains 70489 members 
Mstep: Class 4 contains 1475 members 
Mstep: Class 5 contains 75146 members 
Mstep: Class 6 contains 13619 members 
Mstep: Class 7 contains 5809 members 
Mstep: Class 8 contains 145346 members 
Mstep: Class 9 contains 80482 members 
Mstep: Class 10 contains 12940 members 
Mstep: Class 11 contains 13381 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 13 contains 3147 members 
Mstep: Class 14 contains 93068 members 
Mstep: Class 15 contains 10259 members 
Mstep: Class 16 contains 96132 members 
Mstep: Class 17 contains 159383 members 
Mstep: Class 18 contains 16767 members 
Mstep: Class 19 contains 122561 members 
Mstep: Class 20 contains 94433 members 
Mstep: Class 21 contains 12752 members 
Mstep: Class 22 contains 10120 members 
Mstep: Class 23 contains 133161 members 
Mstep: Class 24 contains 21066 members 
Mstep: Class 25 contains 2578 members 
Mstep: Class 26 contains 26384 members 
Mstep: Class 27 contains 115647 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 111850 members 
Mstep: Class 30 contains 10978 members 
Mstep: Class 31 contains 111160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87347056.000000 Penalty: 20260.136719
Iteration 113Q: 32 clusters Score -8.734706e+07 nChanged 17033
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 96982 members 
Mstep: Class 3 contains 70901 members 
Mstep: Class 4 contains 1459 members 
Mstep: Class 5 contains 74034 members 
Mstep: Class 6 contains 13604 members 
Mstep: Class 7 contains 5804 members 
Mstep: Class 8 contains 146155 members 
Mstep: Class 9 contains 80318 members 
Mstep: Class 10 contains 13142 members 
Mstep: Class 11 contains 13414 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 3128 members 
Mstep: Class 14 contains 92954 members 
Mstep: Class 15 contains 10659 members 
Mstep: Class 16 contains 96138 members 
Mstep: Class 17 contains 159079 members 
Mstep: Class 18 contains 16797 members 
Mstep: Class 19 contains 122483 members 
Mstep: Class 20 contains 93038 members 
Mstep: Class 21 contains 13073 members 
Mstep: Class 22 contains 10105 members 
Mstep: Class 23 contains 133655 members 
Mstep: Class 24 contains 20895 members 
Mstep: Class 25 contains 2595 members 
Mstep: Class 26 contains 26683 members 
Mstep: Class 27 contains 116474 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 111581 members 
Mstep: Class 30 contains 10926 members 
Mstep: Class 31 contains 111500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87348912.000000 Penalty: 20260.136719
Iteration 114Q: 32 clusters Score -8.734891e+07 nChanged 16389
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 96259 members 
Mstep: Class 3 contains 71283 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 73036 members 
Mstep: Class 6 contains 13651 members 
Mstep: Class 7 contains 5803 members 
Mstep: Class 8 contains 147160 members 
Mstep: Class 9 contains 80206 members 
Mstep: Class 10 contains 13330 members 
Mstep: Class 11 contains 13412 members 
Mstep: Class 12 contains 1130 members 
Mstep: Class 13 contains 3108 members 
Mstep: Class 14 contains 92836 members 
Mstep: Class 15 contains 11078 members 
Mstep: Class 16 contains 96267 members 
Mstep: Class 17 contains 158647 members 
Mstep: Class 18 contains 16835 members 
Mstep: Class 19 contains 122410 members 
Mstep: Class 20 contains 91540 members 
Mstep: Class 21 contains 13380 members 
Mstep: Class 22 contains 10088 members 
Mstep: Class 23 contains 133937 members 
Mstep: Class 24 contains 20689 members 
Mstep: Class 25 contains 2612 members 
Mstep: Class 26 contains 26993 members 
Mstep: Class 27 contains 117342 members 
Mstep: Class 28 contains 174 members 
Mstep: Class 29 contains 111248 members 
Mstep: Class 30 contains 10873 members 
Mstep: Class 31 contains 111794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87351688.000000 Penalty: 20260.136719
Iteration 115Q: 32 clusters Score -8.735169e+07 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 95668 members 
Mstep: Class 3 contains 71628 members 
Mstep: Class 4 contains 1447 members 
Mstep: Class 5 contains 72129 members 
Mstep: Class 6 contains 13700 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 148406 members 
Mstep: Class 9 contains 79997 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 13436 members 
Mstep: Class 12 contains 1173 members 
Mstep: Class 13 contains 3114 members 
Mstep: Class 14 contains 92696 members 
Mstep: Class 15 contains 11479 members 
Mstep: Class 16 contains 96503 members 
Mstep: Class 17 contains 158244 members 
Mstep: Class 18 contains 16891 members 
Mstep: Class 19 contains 122317 members 
Mstep: Class 20 contains 89912 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 10081 members 
Mstep: Class 23 contains 133981 members 
Mstep: Class 24 contains 20467 members 
Mstep: Class 25 contains 2627 members 
Mstep: Class 26 contains 27304 members 
Mstep: Class 27 contains 118219 members 
Mstep: Class 28 contains 178 members 
Mstep: Class 29 contains 110739 members 
Mstep: Class 30 contains 10830 members 
Mstep: Class 31 contains 112053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87353872.000000 Penalty: 20260.136719
Iteration 116Q: 32 clusters Score -8.735387e+07 nChanged 15792
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 95005 members 
Mstep: Class 3 contains 71956 members 
Mstep: Class 4 contains 1438 members 
Mstep: Class 5 contains 71317 members 
Mstep: Class 6 contains 13753 members 
Mstep: Class 7 contains 5802 members 
Mstep: Class 8 contains 149801 members 
Mstep: Class 9 contains 79728 members 
Mstep: Class 10 contains 13696 members 
Mstep: Class 11 contains 13472 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 3127 members 
Mstep: Class 14 contains 92497 members 
Mstep: Class 15 contains 11879 members 
Mstep: Class 16 contains 96837 members 
Mstep: Class 17 contains 157844 members 
Mstep: Class 18 contains 16988 members 
Mstep: Class 19 contains 122262 members 
Mstep: Class 20 contains 88176 members 
Mstep: Class 21 contains 14059 members 
Mstep: Class 22 contains 10082 members 
Mstep: Class 23 contains 133908 members 
Mstep: Class 24 contains 20261 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 27607 members 
Mstep: Class 27 contains 119098 members 
Mstep: Class 28 contains 182 members 
Mstep: Class 29 contains 110113 members 
Mstep: Class 30 contains 10796 members 
Mstep: Class 31 contains 112297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87356056.000000 Penalty: 20260.136719
Iteration 117Q: 32 clusters Score -8.735606e+07 nChanged 15671
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 94288 members 
Mstep: Class 3 contains 72279 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 70564 members 
Mstep: Class 6 contains 13828 members 
Mstep: Class 7 contains 5803 members 
Mstep: Class 8 contains 151460 members 
Mstep: Class 9 contains 79367 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 13492 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 3122 members 
Mstep: Class 14 contains 92283 members 
Mstep: Class 15 contains 12253 members 
Mstep: Class 16 contains 97177 members 
Mstep: Class 17 contains 157435 members 
Mstep: Class 18 contains 17124 members 
Mstep: Class 19 contains 122194 members 
Mstep: Class 20 contains 86486 members 
Mstep: Class 21 contains 14405 members 
Mstep: Class 22 contains 10091 members 
Mstep: Class 23 contains 133776 members 
Mstep: Class 24 contains 20046 members 
Mstep: Class 25 contains 2632 members 
Mstep: Class 26 contains 27912 members 
Mstep: Class 27 contains 119992 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 109341 members 
Mstep: Class 30 contains 10764 members 
Mstep: Class 31 contains 112518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87358600.000000 Penalty: 20260.136719
Iteration 118Q: 32 clusters Score -8.73586e+07 nChanged 15610
Entering ConstructFrom: 
Score: -87358600.000000 Penalty: 20260.136719
Entering ConstructFrom: 
Trying to split cluster 1 (63256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Entering Unmasked Estep 
Score: -3480415.750000 Penalty: 503.000000
	Iteration 0F: 2 clusters Score -3480416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -3437943.750000 Penalty: 1006.000000
	Iteration 0F: 3 clusters Score -3437944 nChanged 30675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -3457115.500000 Penalty: 1006.000000
	Iteration 1F: 3 clusters Score -3457116 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3458931.500000 Penalty: 1006.000000
	Iteration 2F: 3 clusters Score -3458932 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -3461593.250000 Penalty: 1006.000000
	Iteration 3F: 3 clusters Score -3461593 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -3465162.000000 Penalty: 1006.000000
	Iteration 4F: 3 clusters Score -3465162 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3467933.750000 Penalty: 1006.000000
	Iteration 5F: 3 clusters Score -3467934 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -3468891.750000 Penalty: 1006.000000
	Iteration 6Q: 3 clusters Score -3468892 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3469174.750000 Penalty: 1006.000000
	Iteration 7Q: 3 clusters Score -3469175 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3469348.000000 Penalty: 1006.000000
	Iteration 8Q: 3 clusters Score -3469348 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -3469474.500000 Penalty: 1006.000000
	Iteration 9Q: 3 clusters Score -3469474 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -3469607.250000 Penalty: 1006.000000
	Iteration 10Q: 3 clusters Score -3469607 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3469758.750000 Penalty: 1006.000000
	Iteration 11Q: 3 clusters Score -3469759 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3469954.000000 Penalty: 1006.000000
	Iteration 12Q: 3 clusters Score -3469954 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3470151.250000 Penalty: 1006.000000
	Iteration 13Q: 3 clusters Score -3470151 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -3470356.750000 Penalty: 1006.000000
	Iteration 14Q: 3 clusters Score -3470357 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3470575.000000 Penalty: 1006.000000
	Iteration 15Q: 3 clusters Score -3470575 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3470827.250000 Penalty: 1006.000000
	Iteration 16Q: 3 clusters Score -3470827 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3471112.750000 Penalty: 1006.000000
	Iteration 17Q: 3 clusters Score -3471113 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3471443.250000 Penalty: 1006.000000
	Iteration 18Q: 3 clusters Score -3471443 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3471741.750000 Penalty: 1006.000000
	Iteration 19Q: 3 clusters Score -3471742 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -3472040.500000 Penalty: 1006.000000
	Iteration 20F: 3 clusters Score -3472040 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -3472362.000000 Penalty: 1006.000000
	Iteration 21Q: 3 clusters Score -3472362 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3472632.500000 Penalty: 1006.000000
	Iteration 22Q: 3 clusters Score -3472632 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3472865.250000 Penalty: 1006.000000
	Iteration 23Q: 3 clusters Score -3472865 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3473051.000000 Penalty: 1006.000000
	Iteration 24Q: 3 clusters Score -3473051 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3473247.000000 Penalty: 1006.000000
	Iteration 25Q: 3 clusters Score -3473247 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3473438.250000 Penalty: 1006.000000
	Iteration 26Q: 3 clusters Score -3473438 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3473636.750000 Penalty: 1006.000000
	Iteration 27Q: 3 clusters Score -3473637 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -3473827.750000 Penalty: 1006.000000
	Iteration 28Q: 3 clusters Score -3473828 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3474029.750000 Penalty: 1006.000000
	Iteration 29Q: 3 clusters Score -3474030 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3474207.000000 Penalty: 1006.000000
	Iteration 30Q: 3 clusters Score -3474207 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3474382.750000 Penalty: 1006.000000
	Iteration 31Q: 3 clusters Score -3474383 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3474525.250000 Penalty: 1006.000000
	Iteration 32Q: 3 clusters Score -3474525 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3474695.250000 Penalty: 1006.000000
	Iteration 33Q: 3 clusters Score -3474695 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3474859.250000 Penalty: 1006.000000
	Iteration 34Q: 3 clusters Score -3474859 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3474988.250000 Penalty: 1006.000000
	Iteration 35Q: 3 clusters Score -3474988 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3475133.500000 Penalty: 1006.000000
	Iteration 36Q: 3 clusters Score -3475134 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3475268.750000 Penalty: 1006.000000
	Iteration 37Q: 3 clusters Score -3475269 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3475422.250000 Penalty: 1006.000000
	Iteration 38Q: 3 clusters Score -3475422 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3475592.750000 Penalty: 1006.000000
	Iteration 39Q: 3 clusters Score -3475593 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -3475750.000000 Penalty: 1006.000000
	Iteration 40F: 3 clusters Score -3475750 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3475912.500000 Penalty: 1006.000000
	Iteration 41Q: 3 clusters Score -3475912 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3476104.000000 Penalty: 1006.000000
	Iteration 42Q: 3 clusters Score -3476104 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -3476280.250000 Penalty: 1006.000000
	Iteration 43Q: 3 clusters Score -3476280 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3476438.000000 Penalty: 1006.000000
	Iteration 44Q: 3 clusters Score -3476438 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3476610.250000 Penalty: 1006.000000
	Iteration 45Q: 3 clusters Score -3476610 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3476795.250000 Penalty: 1006.000000
	Iteration 46Q: 3 clusters Score -3476795 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3477017.750000 Penalty: 1006.000000
	Iteration 47Q: 3 clusters Score -3477018 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3477214.750000 Penalty: 1006.000000
	Iteration 48Q: 3 clusters Score -3477215 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3477418.000000 Penalty: 1006.000000
	Iteration 49Q: 3 clusters Score -3477418 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3477606.000000 Penalty: 1006.000000
	Iteration 50Q: 3 clusters Score -3477606 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57571 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3477777.500000 Penalty: 1006.000000
	Iteration 51Q: 3 clusters Score -3477778 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -3477950.250000 Penalty: 1006.000000
	Iteration 52Q: 3 clusters Score -3477950 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3478122.500000 Penalty: 1006.000000
	Iteration 53Q: 3 clusters Score -3478122 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3478310.000000 Penalty: 1006.000000
	Iteration 54Q: 3 clusters Score -3478310 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3478503.500000 Penalty: 1006.000000
	Iteration 55Q: 3 clusters Score -3478504 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60097 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3478669.250000 Penalty: 1006.000000
	Iteration 56Q: 3 clusters Score -3478669 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3478854.750000 Penalty: 1006.000000
	Iteration 57Q: 3 clusters Score -3478855 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3479046.000000 Penalty: 1006.000000
	Iteration 58Q: 3 clusters Score -3479046 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3479219.500000 Penalty: 1006.000000
	Iteration 59Q: 3 clusters Score -3479220 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3479369.750000 Penalty: 1006.000000
	Iteration 60F: 3 clusters Score -3479370 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3479470.750000 Penalty: 1006.000000
	Iteration 61Q: 3 clusters Score -3479471 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3479581.500000 Penalty: 1006.000000
	Iteration 62Q: 3 clusters Score -3479582 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3479672.000000 Penalty: 1006.000000
	Iteration 63Q: 3 clusters Score -3479672 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3479758.750000 Penalty: 1006.000000
	Iteration 64Q: 3 clusters Score -3479759 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3479823.500000 Penalty: 1006.000000
	Iteration 65Q: 3 clusters Score -3479824 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3479870.250000 Penalty: 1006.000000
	Iteration 66Q: 3 clusters Score -3479870 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3479904.250000 Penalty: 1006.000000
	Iteration 67Q: 3 clusters Score -3479904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3479926.250000 Penalty: 1006.000000
	Iteration 68Q: 3 clusters Score -3479926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3479947.250000 Penalty: 1006.000000
	Iteration 69Q: 3 clusters Score -3479947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3479952.500000 Penalty: 1006.000000
	Iteration 70Q: 3 clusters Score -3479952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3479954.750000 Penalty: 1006.000000
	Iteration 71Q: 3 clusters Score -3479955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3479958.500000 Penalty: 1006.000000
	Iteration 72Q: 3 clusters Score -3479958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3479964.250000 Penalty: 1006.000000
	Iteration 73Q: 3 clusters Score -3479964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3479972.000000 Penalty: 1006.000000
	Iteration 74Q: 3 clusters Score -3479972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3479975.250000 Penalty: 1006.000000
	Iteration 75Q: 3 clusters Score -3479975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3479977.500000 Penalty: 1006.000000
	Iteration 76Q: 3 clusters Score -3479978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3479978.250000 Penalty: 1006.000000
	Iteration 77Q: 3 clusters Score -3479978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3479980.250000 Penalty: 1006.000000
	Iteration 78Q: 3 clusters Score -3479980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3479980.750000 Penalty: 1006.000000
	Iteration 79Q: 3 clusters Score -3479981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3479982.750000 Penalty: 1006.000000
	Iteration 80F: 3 clusters Score -3479983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3479983.500000 Penalty: 1006.000000
	Iteration 81Q: 3 clusters Score -3479984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3479983.000000 Penalty: 1006.000000
	Iteration 82Q: 3 clusters Score -3479983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3479981.500000 Penalty: 1006.000000
	Iteration 83Q: 3 clusters Score -3479982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3479979.250000 Penalty: 1006.000000
	Iteration 84Q: 3 clusters Score -3479979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3479982.000000 Penalty: 1006.000000
	Iteration 85Q: 3 clusters Score -3479982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3479982.000000 Penalty: 1006.000000
	Iteration 86F: 3 clusters Score -3479982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Entering Unmasked Estep 
Score: -5203115.500000 Penalty: 520.820496
	Iteration 0F: 2 clusters Score -5203116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -5142546.500000 Penalty: 1041.640991
	Iteration 0F: 3 clusters Score -5142546 nChanged 45638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -5170515.500000 Penalty: 1041.640991
	Iteration 1F: 3 clusters Score -5170516 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -5171175.000000 Penalty: 1041.640991
	Iteration 2Q: 3 clusters Score -5171175 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -5171905.500000 Penalty: 1041.640991
	Iteration 3Q: 3 clusters Score -5171906 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -5172703.000000 Penalty: 1041.640991
	Iteration 4Q: 3 clusters Score -5172703 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -5173780.500000 Penalty: 1041.640991
	Iteration 5Q: 3 clusters Score -5173780 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -5175155.000000 Penalty: 1041.640991
	Iteration 6Q: 3 clusters Score -5175155 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -5177276.000000 Penalty: 1041.640991
	Iteration 7Q: 3 clusters Score -5177276 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -5180752.000000 Penalty: 1041.640991
	Iteration 8F: 3 clusters Score -5180752 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -5186010.000000 Penalty: 1041.640991
	Iteration 9F: 3 clusters Score -5186010 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -5192411.500000 Penalty: 1041.640991
	Iteration 10F: 3 clusters Score -5192412 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -5197668.000000 Penalty: 1041.640991
	Iteration 11F: 3 clusters Score -5197668 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -5200559.000000 Penalty: 1041.640991
	Iteration 12Q: 3 clusters Score -5200559 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5201799.000000 Penalty: 1041.640991
	Iteration 13Q: 3 clusters Score -5201799 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5202288.000000 Penalty: 1041.640991
	Iteration 14Q: 3 clusters Score -5202288 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5202484.000000 Penalty: 1041.640991
	Iteration 15Q: 3 clusters Score -5202484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5202582.500000 Penalty: 1041.640991
	Iteration 16Q: 3 clusters Score -5202582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5202629.000000 Penalty: 1041.640991
	Iteration 17Q: 3 clusters Score -5202629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93491 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -5202646.000000 Penalty: 1041.640991
	Iteration 18Q: 3 clusters Score -5202646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93503 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5202660.500000 Penalty: 1041.640991
	Iteration 19Q: 3 clusters Score -5202660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93507 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -5202670.000000 Penalty: 1041.640991
	Iteration 20F: 3 clusters Score -5202670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93509 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5202673.500000 Penalty: 1041.640991
	Iteration 21Q: 3 clusters Score -5202674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93509 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5202673.500000 Penalty: 1041.640991
	Iteration 22F: 3 clusters Score -5202674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (72603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Entering Unmasked Estep 
Score: -3810865.750000 Penalty: 509.270630
	Iteration 0F: 2 clusters Score -3810866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -3762116.250000 Penalty: 1018.541260
	Iteration 0F: 3 clusters Score -3762116 nChanged 35240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -3783705.500000 Penalty: 1018.541260
	Iteration 1F: 3 clusters Score -3783706 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3785449.000000 Penalty: 1018.541260
	Iteration 2F: 3 clusters Score -3785449 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3788742.500000 Penalty: 1018.541260
	Iteration 3F: 3 clusters Score -3788742 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56345 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3794091.250000 Penalty: 1018.541260
	Iteration 4F: 3 clusters Score -3794091 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3801174.250000 Penalty: 1018.541260
	Iteration 5F: 3 clusters Score -3801174 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3807109.250000 Penalty: 1018.541260
	Iteration 6F: 3 clusters Score -3807109 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3809861.500000 Penalty: 1018.541260
	Iteration 7Q: 3 clusters Score -3809862 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3810821.750000 Penalty: 1018.541260
	Iteration 8Q: 3 clusters Score -3810822 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3811226.250000 Penalty: 1018.541260
	Iteration 9Q: 3 clusters Score -3811226 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71376 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3811420.750000 Penalty: 1018.541260
	Iteration 10Q: 3 clusters Score -3811421 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3811488.250000 Penalty: 1018.541260
	Iteration 11Q: 3 clusters Score -3811488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3811506.500000 Penalty: 1018.541260
	Iteration 12Q: 3 clusters Score -3811506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3811521.000000 Penalty: 1018.541260
	Iteration 13Q: 3 clusters Score -3811521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3811529.500000 Penalty: 1018.541260
	Iteration 14Q: 3 clusters Score -3811530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3811531.750000 Penalty: 1018.541260
	Iteration 15Q: 3 clusters Score -3811532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3811534.500000 Penalty: 1018.541260
	Iteration 16Q: 3 clusters Score -3811534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3811535.000000 Penalty: 1018.541260
	Iteration 17Q: 3 clusters Score -3811535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3811545.500000 Penalty: 1018.541260
	Iteration 18Q: 3 clusters Score -3811546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71376 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3811546.750000 Penalty: 1018.541260
	Iteration 19Q: 3 clusters Score -3811547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3811548.500000 Penalty: 1018.541260
	Iteration 20F: 3 clusters Score -3811548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3811551.750000 Penalty: 1018.541260
	Iteration 21Q: 3 clusters Score -3811552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3811553.500000 Penalty: 1018.541260
	Iteration 22Q: 3 clusters Score -3811554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3811548.750000 Penalty: 1018.541260
	Iteration 23Q: 3 clusters Score -3811549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3811551.000000 Penalty: 1018.541260
	Iteration 24Q: 3 clusters Score -3811551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71391 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3811551.000000 Penalty: 1018.541260
	Iteration 25F: 3 clusters Score -3811551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 71391 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 69883 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 78899 members 
Mstep: Class 10 contains 14054 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 92028 members 
Mstep: Class 15 contains 12600 members 
Mstep: Class 16 contains 97539 members 
Mstep: Class 17 contains 157089 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 122141 members 
Mstep: Class 20 contains 84837 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 133471 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 28225 members 
Mstep: Class 27 contains 120896 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 108410 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 112788 members 
Mstep: Class 32 contains 1212 members 
Entering Unmasked Estep 
Score: -87360304.000000 Penalty: 20913.689453
Splitting cluster 3 changes total score from -87358600.000000 to -87360304.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 4 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -71911.492188 Penalty: 330.894135
	Iteration 0F: 2 clusters Score -71911.49 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 707 members 
Entering Unmasked Estep 
Score: -70820.304688 Penalty: 661.788269
	Iteration 0F: 3 clusters Score -70820.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -71191.015625 Penalty: 661.788269
	Iteration 1F: 3 clusters Score -71191.02 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71252.890625 Penalty: 661.788269
	Iteration 2F: 3 clusters Score -71252.89 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -71303.265625 Penalty: 661.788269
	Iteration 3F: 3 clusters Score -71303.27 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -71373.351562 Penalty: 661.788269
	Iteration 4F: 3 clusters Score -71373.35 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -71452.875000 Penalty: 661.788269
	Iteration 5F: 3 clusters Score -71452.88 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -71531.859375 Penalty: 661.788269
	Iteration 6F: 3 clusters Score -71531.86 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -71588.578125 Penalty: 661.788269
	Iteration 7Q: 3 clusters Score -71588.58 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71642.578125 Penalty: 661.788269
	Iteration 8Q: 3 clusters Score -71642.58 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71696.734375 Penalty: 661.788269
	Iteration 9Q: 3 clusters Score -71696.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -71727.921875 Penalty: 661.788269
	Iteration 10Q: 3 clusters Score -71727.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71746.625000 Penalty: 661.788269
	Iteration 11Q: 3 clusters Score -71746.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71760.835938 Penalty: 661.788269
	Iteration 12Q: 3 clusters Score -71760.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71767.695312 Penalty: 661.788269
	Iteration 13Q: 3 clusters Score -71767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -71769.953125 Penalty: 661.788269
	Iteration 14Q: 3 clusters Score -71769.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71772.593750 Penalty: 661.788269
	Iteration 15Q: 3 clusters Score -71772.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71773.203125 Penalty: 661.788269
	Iteration 16Q: 3 clusters Score -71773.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -71774.039062 Penalty: 661.788269
	Iteration 17Q: 3 clusters Score -71774.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -71774.195312 Penalty: 661.788269
	Iteration 18Q: 3 clusters Score -71774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -71774.195312 Penalty: 661.788269
	Iteration 19F: 3 clusters Score -71774.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Entering Unmasked Estep 
Score: -3503386.500000 Penalty: 507.533264
	Iteration 0F: 2 clusters Score -3503386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -3456322.250000 Penalty: 1015.066528
	Iteration 0F: 3 clusters Score -3456322 nChanged 34237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -3477260.750000 Penalty: 1015.066528
	Iteration 1F: 3 clusters Score -3477261 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -3478283.500000 Penalty: 1015.066528
	Iteration 2Q: 3 clusters Score -3478284 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -3479651.500000 Penalty: 1015.066528
	Iteration 3Q: 3 clusters Score -3479652 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -3481789.500000 Penalty: 1015.066528
	Iteration 4F: 3 clusters Score -3481790 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -3485089.250000 Penalty: 1015.066528
	Iteration 5F: 3 clusters Score -3485089 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -3489733.000000 Penalty: 1015.066528
	Iteration 6F: 3 clusters Score -3489733 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -3495145.000000 Penalty: 1015.066528
	Iteration 7F: 3 clusters Score -3495145 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -3499736.000000 Penalty: 1015.066528
	Iteration 8F: 3 clusters Score -3499736 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -3502052.250000 Penalty: 1015.066528
	Iteration 9Q: 3 clusters Score -3502052 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -3502723.500000 Penalty: 1015.066528
	Iteration 10Q: 3 clusters Score -3502724 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 69529 members 
Entering Unmasked Estep 
Score: -3502917.750000 Penalty: 1015.066528
	Iteration 11Q: 3 clusters Score -3502918 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -3503003.750000 Penalty: 1015.066528
	Iteration 12Q: 3 clusters Score -3503004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -3503037.500000 Penalty: 1015.066528
	Iteration 13Q: 3 clusters Score -3503038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -3503048.000000 Penalty: 1015.066528
	Iteration 14Q: 3 clusters Score -3503048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -3503054.750000 Penalty: 1015.066528
	Iteration 15Q: 3 clusters Score -3503055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -3503057.000000 Penalty: 1015.066528
	Iteration 16Q: 3 clusters Score -3503057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -3503059.750000 Penalty: 1015.066528
	Iteration 17Q: 3 clusters Score -3503060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -3503068.250000 Penalty: 1015.066528
	Iteration 18Q: 3 clusters Score -3503068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -3503077.000000 Penalty: 1015.066528
	Iteration 19Q: 3 clusters Score -3503077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -3503092.750000 Penalty: 1015.066528
	Iteration 20F: 3 clusters Score -3503093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -3503105.000000 Penalty: 1015.066528
	Iteration 21Q: 3 clusters Score -3503105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -3503115.500000 Penalty: 1015.066528
	Iteration 22Q: 3 clusters Score -3503116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -3503133.250000 Penalty: 1015.066528
	Iteration 23Q: 3 clusters Score -3503133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -3503153.250000 Penalty: 1015.066528
	Iteration 24Q: 3 clusters Score -3503153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 69612 members 
Entering Unmasked Estep 
Score: -3503166.250000 Penalty: 1015.066528
	Iteration 25Q: 3 clusters Score -3503166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 69607 members 
Entering Unmasked Estep 
Score: -3503173.250000 Penalty: 1015.066528
	Iteration 26Q: 3 clusters Score -3503173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -3503184.500000 Penalty: 1015.066528
	Iteration 27Q: 3 clusters Score -3503184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -3503194.750000 Penalty: 1015.066528
	Iteration 28Q: 3 clusters Score -3503195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -3503199.750000 Penalty: 1015.066528
	Iteration 29Q: 3 clusters Score -3503200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -3503201.500000 Penalty: 1015.066528
	Iteration 30Q: 3 clusters Score -3503202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -3503208.500000 Penalty: 1015.066528
	Iteration 31Q: 3 clusters Score -3503208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -3503211.000000 Penalty: 1015.066528
	Iteration 32Q: 3 clusters Score -3503211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -3503213.750000 Penalty: 1015.066528
	Iteration 33Q: 3 clusters Score -3503214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -3503212.500000 Penalty: 1015.066528
	Iteration 34Q: 3 clusters Score -3503212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -3503213.500000 Penalty: 1015.066528
	Iteration 35Q: 3 clusters Score -3503214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -3503211.250000 Penalty: 1015.066528
	Iteration 36Q: 3 clusters Score -3503211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -3503210.500000 Penalty: 1015.066528
	Iteration 37Q: 3 clusters Score -3503210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -3503214.000000 Penalty: 1015.066528
	Iteration 38Q: 3 clusters Score -3503214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -3503212.250000 Penalty: 1015.066528
	Iteration 39Q: 3 clusters Score -3503212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -3503212.250000 Penalty: 1015.066528
	Iteration 40F: 3 clusters Score -3503212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -3503214.000000 Penalty: 1015.066528
	Iteration 41Q: 3 clusters Score -3503214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -3503214.000000 Penalty: 1015.066528
	Iteration 42F: 3 clusters Score -3503214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Entering Unmasked Estep 
Score: -793947.750000 Penalty: 434.060364
	Iteration 0F: 2 clusters Score -793947.8 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 6956 members 
Entering Unmasked Estep 
Score: -784547.187500 Penalty: 868.120728
	Iteration 0F: 3 clusters Score -784547.2 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -788341.687500 Penalty: 868.120728
	Iteration 1F: 3 clusters Score -788341.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -788510.500000 Penalty: 868.120728
	Iteration 2Q: 3 clusters Score -788510.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -788668.500000 Penalty: 868.120728
	Iteration 3Q: 3 clusters Score -788668.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -788850.375000 Penalty: 868.120728
	Iteration 4Q: 3 clusters Score -788850.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -789166.687500 Penalty: 868.120728
	Iteration 5Q: 3 clusters Score -789166.7 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -789725.812500 Penalty: 868.120728
	Iteration 6F: 3 clusters Score -789725.8 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -790638.125000 Penalty: 868.120728
	Iteration 7F: 3 clusters Score -790638.1 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -791601.812500 Penalty: 868.120728
	Iteration 8F: 3 clusters Score -791601.8 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -792010.000000 Penalty: 868.120728
	Iteration 9F: 3 clusters Score -792010 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -792156.000000 Penalty: 868.120728
	Iteration 10Q: 3 clusters Score -792156 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -792228.875000 Penalty: 868.120728
	Iteration 11Q: 3 clusters Score -792228.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -792267.125000 Penalty: 868.120728
	Iteration 12Q: 3 clusters Score -792267.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -792302.750000 Penalty: 868.120728
	Iteration 13Q: 3 clusters Score -792302.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -792340.125000 Penalty: 868.120728
	Iteration 14Q: 3 clusters Score -792340.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -792372.562500 Penalty: 868.120728
	Iteration 15Q: 3 clusters Score -792372.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -792403.312500 Penalty: 868.120728
	Iteration 16Q: 3 clusters Score -792403.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -792439.187500 Penalty: 868.120728
	Iteration 17Q: 3 clusters Score -792439.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -792479.500000 Penalty: 868.120728
	Iteration 18Q: 3 clusters Score -792479.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -792523.937500 Penalty: 868.120728
	Iteration 19Q: 3 clusters Score -792523.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -792563.875000 Penalty: 868.120728
	Iteration 20F: 3 clusters Score -792563.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -792608.000000 Penalty: 868.120728
	Iteration 21Q: 3 clusters Score -792608 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -792652.062500 Penalty: 868.120728
	Iteration 22Q: 3 clusters Score -792652.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -792688.375000 Penalty: 868.120728
	Iteration 23Q: 3 clusters Score -792688.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -792729.000000 Penalty: 868.120728
	Iteration 24Q: 3 clusters Score -792729 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -792763.625000 Penalty: 868.120728
	Iteration 25Q: 3 clusters Score -792763.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -792795.250000 Penalty: 868.120728
	Iteration 26Q: 3 clusters Score -792795.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -792818.625000 Penalty: 868.120728
	Iteration 27Q: 3 clusters Score -792818.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -792847.437500 Penalty: 868.120728
	Iteration 28Q: 3 clusters Score -792847.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -792872.437500 Penalty: 868.120728
	Iteration 29Q: 3 clusters Score -792872.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -792892.875000 Penalty: 868.120728
	Iteration 30Q: 3 clusters Score -792892.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -792913.062500 Penalty: 868.120728
	Iteration 31Q: 3 clusters Score -792913.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -792933.875000 Penalty: 868.120728
	Iteration 32Q: 3 clusters Score -792933.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -792953.625000 Penalty: 868.120728
	Iteration 33Q: 3 clusters Score -792953.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -792971.125000 Penalty: 868.120728
	Iteration 34Q: 3 clusters Score -792971.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -792994.187500 Penalty: 868.120728
	Iteration 35Q: 3 clusters Score -792994.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -793020.000000 Penalty: 868.120728
	Iteration 36Q: 3 clusters Score -793020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -793041.125000 Penalty: 868.120728
	Iteration 37Q: 3 clusters Score -793041.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -793067.687500 Penalty: 868.120728
	Iteration 38Q: 3 clusters Score -793067.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -793093.187500 Penalty: 868.120728
	Iteration 39Q: 3 clusters Score -793093.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -793123.437500 Penalty: 868.120728
	Iteration 40F: 3 clusters Score -793123.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -793152.937500 Penalty: 868.120728
	Iteration 41Q: 3 clusters Score -793152.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -793177.250000 Penalty: 868.120728
	Iteration 42Q: 3 clusters Score -793177.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -793194.375000 Penalty: 868.120728
	Iteration 43Q: 3 clusters Score -793194.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -793209.375000 Penalty: 868.120728
	Iteration 44Q: 3 clusters Score -793209.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -793226.312500 Penalty: 868.120728
	Iteration 45Q: 3 clusters Score -793226.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -793238.062500 Penalty: 868.120728
	Iteration 46Q: 3 clusters Score -793238.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -793249.000000 Penalty: 868.120728
	Iteration 47Q: 3 clusters Score -793249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -793264.562500 Penalty: 868.120728
	Iteration 48Q: 3 clusters Score -793264.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -793283.937500 Penalty: 868.120728
	Iteration 49Q: 3 clusters Score -793283.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -793304.562500 Penalty: 868.120728
	Iteration 50Q: 3 clusters Score -793304.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -793322.062500 Penalty: 868.120728
	Iteration 51Q: 3 clusters Score -793322.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -793336.000000 Penalty: 868.120728
	Iteration 52Q: 3 clusters Score -793336 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -793347.937500 Penalty: 868.120728
	Iteration 53Q: 3 clusters Score -793347.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -793365.187500 Penalty: 868.120728
	Iteration 54Q: 3 clusters Score -793365.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -793374.812500 Penalty: 868.120728
	Iteration 55Q: 3 clusters Score -793374.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -793384.687500 Penalty: 868.120728
	Iteration 56Q: 3 clusters Score -793384.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -793395.000000 Penalty: 868.120728
	Iteration 57Q: 3 clusters Score -793395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -793402.687500 Penalty: 868.120728
	Iteration 58Q: 3 clusters Score -793402.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -793405.125000 Penalty: 868.120728
	Iteration 59Q: 3 clusters Score -793405.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -793407.187500 Penalty: 868.120728
	Iteration 60F: 3 clusters Score -793407.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -793410.000000 Penalty: 868.120728
	Iteration 61Q: 3 clusters Score -793410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -793414.500000 Penalty: 868.120728
	Iteration 62Q: 3 clusters Score -793414.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -793417.250000 Penalty: 868.120728
	Iteration 63Q: 3 clusters Score -793417.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -793422.312500 Penalty: 868.120728
	Iteration 64Q: 3 clusters Score -793422.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -793423.937500 Penalty: 868.120728
	Iteration 65Q: 3 clusters Score -793423.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -793429.000000 Penalty: 868.120728
	Iteration 66Q: 3 clusters Score -793429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -793432.875000 Penalty: 868.120728
	Iteration 67Q: 3 clusters Score -793432.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -793435.562500 Penalty: 868.120728
	Iteration 68Q: 3 clusters Score -793435.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -793437.500000 Penalty: 868.120728
	Iteration 69Q: 3 clusters Score -793437.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -793440.062500 Penalty: 868.120728
	Iteration 70Q: 3 clusters Score -793440.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -793443.562500 Penalty: 868.120728
	Iteration 71Q: 3 clusters Score -793443.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -793448.562500 Penalty: 868.120728
	Iteration 72Q: 3 clusters Score -793448.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -793455.125000 Penalty: 868.120728
	Iteration 73Q: 3 clusters Score -793455.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -793459.375000 Penalty: 868.120728
	Iteration 74Q: 3 clusters Score -793459.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -793467.750000 Penalty: 868.120728
	Iteration 75Q: 3 clusters Score -793467.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -793470.687500 Penalty: 868.120728
	Iteration 76Q: 3 clusters Score -793470.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -793479.750000 Penalty: 868.120728
	Iteration 77Q: 3 clusters Score -793479.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -793490.687500 Penalty: 868.120728
	Iteration 78Q: 3 clusters Score -793490.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -793496.687500 Penalty: 868.120728
	Iteration 79Q: 3 clusters Score -793496.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -793499.125000 Penalty: 868.120728
	Iteration 80F: 3 clusters Score -793499.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -793504.250000 Penalty: 868.120728
	Iteration 81Q: 3 clusters Score -793504.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -793507.437500 Penalty: 868.120728
	Iteration 82Q: 3 clusters Score -793507.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -793511.562500 Penalty: 868.120728
	Iteration 83Q: 3 clusters Score -793511.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -793515.125000 Penalty: 868.120728
	Iteration 84Q: 3 clusters Score -793515.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -793517.937500 Penalty: 868.120728
	Iteration 85Q: 3 clusters Score -793517.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -793519.125000 Penalty: 868.120728
	Iteration 86Q: 3 clusters Score -793519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -793521.687500 Penalty: 868.120728
	Iteration 87Q: 3 clusters Score -793521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -793522.312500 Penalty: 868.120728
	Iteration 88Q: 3 clusters Score -793522.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -793524.562500 Penalty: 868.120728
	Iteration 89Q: 3 clusters Score -793524.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -793525.687500 Penalty: 868.120728
	Iteration 90Q: 3 clusters Score -793525.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -793528.062500 Penalty: 868.120728
	Iteration 91Q: 3 clusters Score -793528.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -793530.000000 Penalty: 868.120728
	Iteration 92Q: 3 clusters Score -793530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -793531.750000 Penalty: 868.120728
	Iteration 93Q: 3 clusters Score -793531.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -793534.875000 Penalty: 868.120728
	Iteration 94Q: 3 clusters Score -793534.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -793534.562500 Penalty: 868.120728
	Iteration 95Q: 3 clusters Score -793534.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -793534.875000 Penalty: 868.120728
	Iteration 96Q: 3 clusters Score -793534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -793534.250000 Penalty: 868.120728
	Iteration 97Q: 3 clusters Score -793534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -793535.250000 Penalty: 868.120728
	Iteration 98Q: 3 clusters Score -793535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -793535.000000 Penalty: 868.120728
	Iteration 99Q: 3 clusters Score -793535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -793535.812500 Penalty: 868.120728
	Iteration 100F: 3 clusters Score -793535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -793534.875000 Penalty: 868.120728
	Iteration 101Q: 3 clusters Score -793534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -793534.937500 Penalty: 868.120728
	Iteration 102Q: 3 clusters Score -793534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -793535.062500 Penalty: 868.120728
	Iteration 103Q: 3 clusters Score -793535.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -793535.062500 Penalty: 868.120728
	Iteration 104F: 3 clusters Score -793535.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Entering Unmasked Estep 
Score: -303657.625000 Penalty: 394.285400
	Iteration 0F: 2 clusters Score -303657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -299776.281250 Penalty: 788.570801
	Iteration 0F: 3 clusters Score -299776.3 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -301636.250000 Penalty: 788.570801
	Iteration 1F: 3 clusters Score -301636.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -302054.312500 Penalty: 788.570801
	Iteration 2F: 3 clusters Score -302054.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -302450.406250 Penalty: 788.570801
	Iteration 3F: 3 clusters Score -302450.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -302747.218750 Penalty: 788.570801
	Iteration 4F: 3 clusters Score -302747.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -302928.656250 Penalty: 788.570801
	Iteration 5Q: 3 clusters Score -302928.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -303062.750000 Penalty: 788.570801
	Iteration 6Q: 3 clusters Score -303062.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -303164.875000 Penalty: 788.570801
	Iteration 7Q: 3 clusters Score -303164.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -303245.968750 Penalty: 788.570801
	Iteration 8Q: 3 clusters Score -303246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -303296.281250 Penalty: 788.570801
	Iteration 9Q: 3 clusters Score -303296.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -303332.468750 Penalty: 788.570801
	Iteration 10Q: 3 clusters Score -303332.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -303363.156250 Penalty: 788.570801
	Iteration 11Q: 3 clusters Score -303363.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -303389.937500 Penalty: 788.570801
	Iteration 12Q: 3 clusters Score -303389.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -303410.375000 Penalty: 788.570801
	Iteration 13Q: 3 clusters Score -303410.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -303428.187500 Penalty: 788.570801
	Iteration 14Q: 3 clusters Score -303428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -303439.437500 Penalty: 788.570801
	Iteration 15Q: 3 clusters Score -303439.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -303448.062500 Penalty: 788.570801
	Iteration 16Q: 3 clusters Score -303448.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -303451.218750 Penalty: 788.570801
	Iteration 17Q: 3 clusters Score -303451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -303457.218750 Penalty: 788.570801
	Iteration 18Q: 3 clusters Score -303457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -303465.843750 Penalty: 788.570801
	Iteration 19Q: 3 clusters Score -303465.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -303478.437500 Penalty: 788.570801
	Iteration 20F: 3 clusters Score -303478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -303484.375000 Penalty: 788.570801
	Iteration 21Q: 3 clusters Score -303484.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -303495.593750 Penalty: 788.570801
	Iteration 22Q: 3 clusters Score -303495.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -303500.468750 Penalty: 788.570801
	Iteration 23Q: 3 clusters Score -303500.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -303503.437500 Penalty: 788.570801
	Iteration 24Q: 3 clusters Score -303503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -303508.156250 Penalty: 788.570801
	Iteration 25Q: 3 clusters Score -303508.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -303513.437500 Penalty: 788.570801
	Iteration 26Q: 3 clusters Score -303513.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -303516.062500 Penalty: 788.570801
	Iteration 27Q: 3 clusters Score -303516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -303517.187500 Penalty: 788.570801
	Iteration 28Q: 3 clusters Score -303517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -303518.812500 Penalty: 788.570801
	Iteration 29Q: 3 clusters Score -303518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -303518.812500 Penalty: 788.570801
	Iteration 30F: 3 clusters Score -303518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (153401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153401 members 
Entering Unmasked Estep 
Score: -7980786.000000 Penalty: 543.306885
	Iteration 0F: 2 clusters Score -7980786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 76402 members 
Entering Unmasked Estep 
Score: -7877721.500000 Penalty: 1086.613770
	Iteration 0F: 3 clusters Score -7877722 nChanged 75351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -7925366.500000 Penalty: 1086.613770
	Iteration 1F: 3 clusters Score -7925366 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89097 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -7928572.500000 Penalty: 1086.613770
	Iteration 2Q: 3 clusters Score -7928572 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93959 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -7933249.000000 Penalty: 1086.613770
	Iteration 3F: 3 clusters Score -7933249 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -7939933.500000 Penalty: 1086.613770
	Iteration 4F: 3 clusters Score -7939934 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105820 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -7947601.500000 Penalty: 1086.613770
	Iteration 5F: 3 clusters Score -7947602 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110430 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -7954193.000000 Penalty: 1086.613770
	Iteration 6F: 3 clusters Score -7954193 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113153 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -7958139.500000 Penalty: 1086.613770
	Iteration 7Q: 3 clusters Score -7958140 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -7959937.000000 Penalty: 1086.613770
	Iteration 8Q: 3 clusters Score -7959937 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116626 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -7960835.000000 Penalty: 1086.613770
	Iteration 9Q: 3 clusters Score -7960835 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118132 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -7961471.500000 Penalty: 1086.613770
	Iteration 10Q: 3 clusters Score -7961472 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119627 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -7962099.000000 Penalty: 1086.613770
	Iteration 11Q: 3 clusters Score -7962099 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121083 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -7962724.000000 Penalty: 1086.613770
	Iteration 12Q: 3 clusters Score -7962724 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122558 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -7963385.500000 Penalty: 1086.613770
	Iteration 13Q: 3 clusters Score -7963386 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124043 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -7964125.000000 Penalty: 1086.613770
	Iteration 14Q: 3 clusters Score -7964125 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125509 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -7964805.500000 Penalty: 1086.613770
	Iteration 15Q: 3 clusters Score -7964806 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126896 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -7965504.500000 Penalty: 1086.613770
	Iteration 16Q: 3 clusters Score -7965504 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128176 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -7966067.000000 Penalty: 1086.613770
	Iteration 17Q: 3 clusters Score -7966067 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129382 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -7966626.000000 Penalty: 1086.613770
	Iteration 18Q: 3 clusters Score -7966626 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130587 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -7967204.000000 Penalty: 1086.613770
	Iteration 19Q: 3 clusters Score -7967204 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131802 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -7967747.000000 Penalty: 1086.613770
	Iteration 20F: 3 clusters Score -7967747 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133045 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -7968294.500000 Penalty: 1086.613770
	Iteration 21Q: 3 clusters Score -7968294 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134304 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -7968808.500000 Penalty: 1086.613770
	Iteration 22Q: 3 clusters Score -7968808 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135545 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -7969315.000000 Penalty: 1086.613770
	Iteration 23Q: 3 clusters Score -7969315 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136778 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -7969827.500000 Penalty: 1086.613770
	Iteration 24Q: 3 clusters Score -7969828 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138047 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -7970346.500000 Penalty: 1086.613770
	Iteration 25Q: 3 clusters Score -7970346 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139292 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -7970891.000000 Penalty: 1086.613770
	Iteration 26Q: 3 clusters Score -7970891 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140567 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -7971488.500000 Penalty: 1086.613770
	Iteration 27Q: 3 clusters Score -7971488 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141873 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -7972098.000000 Penalty: 1086.613770
	Iteration 28Q: 3 clusters Score -7972098 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143157 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -7972755.000000 Penalty: 1086.613770
	Iteration 29Q: 3 clusters Score -7972755 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144447 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -7973498.500000 Penalty: 1086.613770
	Iteration 30Q: 3 clusters Score -7973498 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145729 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -7974236.500000 Penalty: 1086.613770
	Iteration 31Q: 3 clusters Score -7974236 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146913 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -7975256.500000 Penalty: 1086.613770
	Iteration 32Q: 3 clusters Score -7975256 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148043 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -7976138.500000 Penalty: 1086.613770
	Iteration 33Q: 3 clusters Score -7976138 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149078 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7976958.000000 Penalty: 1086.613770
	Iteration 34Q: 3 clusters Score -7976958 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149986 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -7977680.500000 Penalty: 1086.613770
	Iteration 35Q: 3 clusters Score -7977680 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150774 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7978388.500000 Penalty: 1086.613770
	Iteration 36Q: 3 clusters Score -7978388 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151372 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7978893.500000 Penalty: 1086.613770
	Iteration 37Q: 3 clusters Score -7978894 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7979236.000000 Penalty: 1086.613770
	Iteration 38Q: 3 clusters Score -7979236 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7979479.500000 Penalty: 1086.613770
	Iteration 39Q: 3 clusters Score -7979480 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152404 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7979705.500000 Penalty: 1086.613770
	Iteration 40F: 3 clusters Score -7979706 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152557 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7979817.000000 Penalty: 1086.613770
	Iteration 41Q: 3 clusters Score -7979817 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7979949.000000 Penalty: 1086.613770
	Iteration 42Q: 3 clusters Score -7979949 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152783 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7980027.500000 Penalty: 1086.613770
	Iteration 43Q: 3 clusters Score -7980028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152848 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7980078.000000 Penalty: 1086.613770
	Iteration 44Q: 3 clusters Score -7980078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152908 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7980115.500000 Penalty: 1086.613770
	Iteration 45Q: 3 clusters Score -7980116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152954 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7980150.500000 Penalty: 1086.613770
	Iteration 46Q: 3 clusters Score -7980150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7980178.500000 Penalty: 1086.613770
	Iteration 47Q: 3 clusters Score -7980178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7980203.500000 Penalty: 1086.613770
	Iteration 48Q: 3 clusters Score -7980204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153036 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7980220.500000 Penalty: 1086.613770
	Iteration 49Q: 3 clusters Score -7980220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153057 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7980242.500000 Penalty: 1086.613770
	Iteration 50Q: 3 clusters Score -7980242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153067 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7980252.500000 Penalty: 1086.613770
	Iteration 51Q: 3 clusters Score -7980252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153075 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7980258.000000 Penalty: 1086.613770
	Iteration 52Q: 3 clusters Score -7980258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153084 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7980263.000000 Penalty: 1086.613770
	Iteration 53Q: 3 clusters Score -7980263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153083 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7980271.000000 Penalty: 1086.613770
	Iteration 54Q: 3 clusters Score -7980271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153087 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7980275.500000 Penalty: 1086.613770
	Iteration 55Q: 3 clusters Score -7980276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153093 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7980298.000000 Penalty: 1086.613770
	Iteration 56Q: 3 clusters Score -7980298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7980300.500000 Penalty: 1086.613770
	Iteration 57Q: 3 clusters Score -7980300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7980320.000000 Penalty: 1086.613770
	Iteration 58Q: 3 clusters Score -7980320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153107 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7980317.000000 Penalty: 1086.613770
	Iteration 59Q: 3 clusters Score -7980317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7980316.000000 Penalty: 1086.613770
	Iteration 60F: 3 clusters Score -7980316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153106 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7980317.000000 Penalty: 1086.613770
	Iteration 61Q: 3 clusters Score -7980317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7980314.000000 Penalty: 1086.613770
	Iteration 62Q: 3 clusters Score -7980314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7980317.000000 Penalty: 1086.613770
	Iteration 63Q: 3 clusters Score -7980317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153107 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7980317.000000 Penalty: 1086.613770
	Iteration 64Q: 3 clusters Score -7980317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153107 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7980317.000000 Penalty: 1086.613770
	Iteration 65F: 3 clusters Score -7980317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Entering Unmasked Estep 
Score: -4214870.000000 Penalty: 513.054504
	Iteration 0F: 2 clusters Score -4214870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -4161997.000000 Penalty: 1026.109009
	Iteration 0F: 3 clusters Score -4161997 nChanged 38374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -4185389.500000 Penalty: 1026.109009
	Iteration 1F: 3 clusters Score -4185390 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -4186593.500000 Penalty: 1026.109009
	Iteration 2Q: 3 clusters Score -4186594 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -4188473.750000 Penalty: 1026.109009
	Iteration 3Q: 3 clusters Score -4188474 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -4191875.250000 Penalty: 1026.109009
	Iteration 4F: 3 clusters Score -4191875 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -4196894.000000 Penalty: 1026.109009
	Iteration 5F: 3 clusters Score -4196894 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -4201242.000000 Penalty: 1026.109009
	Iteration 6F: 3 clusters Score -4201242 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -4203105.000000 Penalty: 1026.109009
	Iteration 7F: 3 clusters Score -4203105 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -4203862.500000 Penalty: 1026.109009
	Iteration 8Q: 3 clusters Score -4203862 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -4204511.500000 Penalty: 1026.109009
	Iteration 9Q: 3 clusters Score -4204512 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -4205119.500000 Penalty: 1026.109009
	Iteration 10Q: 3 clusters Score -4205120 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -4205789.000000 Penalty: 1026.109009
	Iteration 11Q: 3 clusters Score -4205789 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -4206494.500000 Penalty: 1026.109009
	Iteration 12Q: 3 clusters Score -4206494 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -4207175.000000 Penalty: 1026.109009
	Iteration 13Q: 3 clusters Score -4207175 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 51903 members 
Entering Unmasked Estep 
Score: -4207826.000000 Penalty: 1026.109009
	Iteration 14Q: 3 clusters Score -4207826 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -4208438.500000 Penalty: 1026.109009
	Iteration 15Q: 3 clusters Score -4208438 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -4209007.500000 Penalty: 1026.109009
	Iteration 16Q: 3 clusters Score -4209008 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -4209467.500000 Penalty: 1026.109009
	Iteration 17Q: 3 clusters Score -4209468 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -4209853.500000 Penalty: 1026.109009
	Iteration 18Q: 3 clusters Score -4209854 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -4210157.500000 Penalty: 1026.109009
	Iteration 19Q: 3 clusters Score -4210158 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -4210410.000000 Penalty: 1026.109009
	Iteration 20F: 3 clusters Score -4210410 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -4210622.000000 Penalty: 1026.109009
	Iteration 21Q: 3 clusters Score -4210622 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
Score: -4210824.500000 Penalty: 1026.109009
	Iteration 22Q: 3 clusters Score -4210824 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -4210977.000000 Penalty: 1026.109009
	Iteration 23Q: 3 clusters Score -4210977 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -4211076.000000 Penalty: 1026.109009
	Iteration 24Q: 3 clusters Score -4211076 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -4211147.500000 Penalty: 1026.109009
	Iteration 25Q: 3 clusters Score -4211148 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -4211217.500000 Penalty: 1026.109009
	Iteration 26Q: 3 clusters Score -4211218 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -4211288.000000 Penalty: 1026.109009
	Iteration 27Q: 3 clusters Score -4211288 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -4211345.000000 Penalty: 1026.109009
	Iteration 28Q: 3 clusters Score -4211345 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 56986 members 
Entering Unmasked Estep 
Score: -4211409.000000 Penalty: 1026.109009
	Iteration 29Q: 3 clusters Score -4211409 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 57254 members 
Entering Unmasked Estep 
Score: -4211471.000000 Penalty: 1026.109009
	Iteration 30Q: 3 clusters Score -4211471 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 57545 members 
Entering Unmasked Estep 
Score: -4211517.000000 Penalty: 1026.109009
	Iteration 31Q: 3 clusters Score -4211517 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -4211552.500000 Penalty: 1026.109009
	Iteration 32Q: 3 clusters Score -4211552 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -4211610.500000 Penalty: 1026.109009
	Iteration 33Q: 3 clusters Score -4211610 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -4211670.000000 Penalty: 1026.109009
	Iteration 34Q: 3 clusters Score -4211670 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -4211712.000000 Penalty: 1026.109009
	Iteration 35Q: 3 clusters Score -4211712 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -4211775.500000 Penalty: 1026.109009
	Iteration 36Q: 3 clusters Score -4211776 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -4211829.500000 Penalty: 1026.109009
	Iteration 37Q: 3 clusters Score -4211830 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -4211865.000000 Penalty: 1026.109009
	Iteration 38Q: 3 clusters Score -4211865 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -4211925.000000 Penalty: 1026.109009
	Iteration 39Q: 3 clusters Score -4211925 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -4211982.000000 Penalty: 1026.109009
	Iteration 40F: 3 clusters Score -4211982 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -4212043.000000 Penalty: 1026.109009
	Iteration 41Q: 3 clusters Score -4212043 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -4212106.000000 Penalty: 1026.109009
	Iteration 42Q: 3 clusters Score -4212106 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -4212166.500000 Penalty: 1026.109009
	Iteration 43Q: 3 clusters Score -4212166 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 61893 members 
Entering Unmasked Estep 
Score: -4212207.000000 Penalty: 1026.109009
	Iteration 44Q: 3 clusters Score -4212207 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -4212279.500000 Penalty: 1026.109009
	Iteration 45Q: 3 clusters Score -4212280 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -4212345.000000 Penalty: 1026.109009
	Iteration 46Q: 3 clusters Score -4212345 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -4212384.000000 Penalty: 1026.109009
	Iteration 47Q: 3 clusters Score -4212384 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -4212420.500000 Penalty: 1026.109009
	Iteration 48Q: 3 clusters Score -4212420 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -4212462.500000 Penalty: 1026.109009
	Iteration 49Q: 3 clusters Score -4212462 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -4212501.000000 Penalty: 1026.109009
	Iteration 50Q: 3 clusters Score -4212501 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -4212539.500000 Penalty: 1026.109009
	Iteration 51Q: 3 clusters Score -4212540 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -4212550.500000 Penalty: 1026.109009
	Iteration 52Q: 3 clusters Score -4212550 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 64542 members 
Entering Unmasked Estep 
Score: -4212574.000000 Penalty: 1026.109009
	Iteration 53Q: 3 clusters Score -4212574 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -4212627.000000 Penalty: 1026.109009
	Iteration 54Q: 3 clusters Score -4212627 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -4212659.500000 Penalty: 1026.109009
	Iteration 55Q: 3 clusters Score -4212660 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -4212669.500000 Penalty: 1026.109009
	Iteration 56Q: 3 clusters Score -4212670 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -4212699.000000 Penalty: 1026.109009
	Iteration 57Q: 3 clusters Score -4212699 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -4212728.500000 Penalty: 1026.109009
	Iteration 58Q: 3 clusters Score -4212728 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -4212768.000000 Penalty: 1026.109009
	Iteration 59Q: 3 clusters Score -4212768 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -4212814.000000 Penalty: 1026.109009
	Iteration 60F: 3 clusters Score -4212814 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -4212844.000000 Penalty: 1026.109009
	Iteration 61Q: 3 clusters Score -4212844 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -4212877.500000 Penalty: 1026.109009
	Iteration 62Q: 3 clusters Score -4212878 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 67178 members 
Entering Unmasked Estep 
Score: -4212924.000000 Penalty: 1026.109009
	Iteration 63Q: 3 clusters Score -4212924 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -4212963.500000 Penalty: 1026.109009
	Iteration 64Q: 3 clusters Score -4212964 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -4213005.000000 Penalty: 1026.109009
	Iteration 65Q: 3 clusters Score -4213005 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -4213032.000000 Penalty: 1026.109009
	Iteration 66Q: 3 clusters Score -4213032 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -4213079.000000 Penalty: 1026.109009
	Iteration 67Q: 3 clusters Score -4213079 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 68499 members 
Entering Unmasked Estep 
Score: -4213121.000000 Penalty: 1026.109009
	Iteration 68Q: 3 clusters Score -4213121 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -4213156.500000 Penalty: 1026.109009
	Iteration 69Q: 3 clusters Score -4213156 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -4213197.000000 Penalty: 1026.109009
	Iteration 70Q: 3 clusters Score -4213197 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -4213232.000000 Penalty: 1026.109009
	Iteration 71Q: 3 clusters Score -4213232 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -4213267.000000 Penalty: 1026.109009
	Iteration 72Q: 3 clusters Score -4213267 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -4213294.500000 Penalty: 1026.109009
	Iteration 73Q: 3 clusters Score -4213294 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -4213340.000000 Penalty: 1026.109009
	Iteration 74Q: 3 clusters Score -4213340 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -4213386.500000 Penalty: 1026.109009
	Iteration 75Q: 3 clusters Score -4213386 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 70466 members 
Entering Unmasked Estep 
Score: -4213424.000000 Penalty: 1026.109009
	Iteration 76Q: 3 clusters Score -4213424 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -4213459.000000 Penalty: 1026.109009
	Iteration 77Q: 3 clusters Score -4213459 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
Score: -4213496.000000 Penalty: 1026.109009
	Iteration 78Q: 3 clusters Score -4213496 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -4213535.500000 Penalty: 1026.109009
	Iteration 79Q: 3 clusters Score -4213536 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 71345 members 
Entering Unmasked Estep 
Score: -4213564.500000 Penalty: 1026.109009
	Iteration 80F: 3 clusters Score -4213564 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 71547 members 
Entering Unmasked Estep 
Score: -4213600.000000 Penalty: 1026.109009
	Iteration 81Q: 3 clusters Score -4213600 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 71758 members 
Entering Unmasked Estep 
Score: -4213638.500000 Penalty: 1026.109009
	Iteration 82Q: 3 clusters Score -4213638 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -4213687.000000 Penalty: 1026.109009
	Iteration 83Q: 3 clusters Score -4213687 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -4213709.000000 Penalty: 1026.109009
	Iteration 84Q: 3 clusters Score -4213709 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -4213724.000000 Penalty: 1026.109009
	Iteration 85Q: 3 clusters Score -4213724 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -4213770.500000 Penalty: 1026.109009
	Iteration 86Q: 3 clusters Score -4213770 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -4213810.500000 Penalty: 1026.109009
	Iteration 87Q: 3 clusters Score -4213810 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -4213853.000000 Penalty: 1026.109009
	Iteration 88Q: 3 clusters Score -4213853 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -4213871.500000 Penalty: 1026.109009
	Iteration 89Q: 3 clusters Score -4213872 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -4213894.000000 Penalty: 1026.109009
	Iteration 90Q: 3 clusters Score -4213894 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -4213937.000000 Penalty: 1026.109009
	Iteration 91Q: 3 clusters Score -4213937 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -4213956.500000 Penalty: 1026.109009
	Iteration 92Q: 3 clusters Score -4213956 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -4213992.500000 Penalty: 1026.109009
	Iteration 93Q: 3 clusters Score -4213992 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -4214015.000000 Penalty: 1026.109009
	Iteration 94Q: 3 clusters Score -4214015 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -4214035.500000 Penalty: 1026.109009
	Iteration 95Q: 3 clusters Score -4214036 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 74364 members 
Entering Unmasked Estep 
Score: -4214064.000000 Penalty: 1026.109009
	Iteration 96Q: 3 clusters Score -4214064 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 74502 members 
Entering Unmasked Estep 
Score: -4214083.000000 Penalty: 1026.109009
	Iteration 97Q: 3 clusters Score -4214083 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -4214116.000000 Penalty: 1026.109009
	Iteration 98Q: 3 clusters Score -4214116 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -4214136.500000 Penalty: 1026.109009
	Iteration 99Q: 3 clusters Score -4214136 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -4214149.500000 Penalty: 1026.109009
	Iteration 100F: 3 clusters Score -4214150 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -4214179.000000 Penalty: 1026.109009
	Iteration 101Q: 3 clusters Score -4214179 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -4214192.000000 Penalty: 1026.109009
	Iteration 102Q: 3 clusters Score -4214192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -4214216.500000 Penalty: 1026.109009
	Iteration 103Q: 3 clusters Score -4214216 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -4214230.000000 Penalty: 1026.109009
	Iteration 104Q: 3 clusters Score -4214230 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 75428 members 
Entering Unmasked Estep 
Score: -4214243.500000 Penalty: 1026.109009
	Iteration 105Q: 3 clusters Score -4214244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -4214273.000000 Penalty: 1026.109009
	Iteration 106Q: 3 clusters Score -4214273 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 75649 members 
Entering Unmasked Estep 
Score: -4214293.500000 Penalty: 1026.109009
	Iteration 107Q: 3 clusters Score -4214294 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -4214323.500000 Penalty: 1026.109009
	Iteration 108Q: 3 clusters Score -4214324 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -4214338.500000 Penalty: 1026.109009
	Iteration 109Q: 3 clusters Score -4214338 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -4214353.500000 Penalty: 1026.109009
	Iteration 110Q: 3 clusters Score -4214354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -4214364.500000 Penalty: 1026.109009
	Iteration 111Q: 3 clusters Score -4214364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -4214382.500000 Penalty: 1026.109009
	Iteration 112Q: 3 clusters Score -4214382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -4214402.500000 Penalty: 1026.109009
	Iteration 113Q: 3 clusters Score -4214402 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -4214403.000000 Penalty: 1026.109009
	Iteration 114Q: 3 clusters Score -4214403 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -4214410.000000 Penalty: 1026.109009
	Iteration 115Q: 3 clusters Score -4214410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -4214425.500000 Penalty: 1026.109009
	Iteration 116Q: 3 clusters Score -4214426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -4214428.000000 Penalty: 1026.109009
	Iteration 117Q: 3 clusters Score -4214428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -4214428.000000 Penalty: 1026.109009
	Iteration 118Q: 3 clusters Score -4214428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 76579 members 
Entering Unmasked Estep 
Score: -4214435.500000 Penalty: 1026.109009
	Iteration 119Q: 3 clusters Score -4214436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 76624 members 
Entering Unmasked Estep 
Score: -4214442.000000 Penalty: 1026.109009
	Iteration 120F: 3 clusters Score -4214442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 76667 members 
Entering Unmasked Estep 
Score: -4214447.500000 Penalty: 1026.109009
	Iteration 121Q: 3 clusters Score -4214448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 76710 members 
Entering Unmasked Estep 
Score: -4214454.000000 Penalty: 1026.109009
	Iteration 122Q: 3 clusters Score -4214454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 76760 members 
Entering Unmasked Estep 
Score: -4214462.000000 Penalty: 1026.109009
	Iteration 123Q: 3 clusters Score -4214462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -4214471.500000 Penalty: 1026.109009
	Iteration 124Q: 3 clusters Score -4214472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 76817 members 
Entering Unmasked Estep 
Score: -4214473.000000 Penalty: 1026.109009
	Iteration 125Q: 3 clusters Score -4214473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 76840 members 
Entering Unmasked Estep 
Score: -4214475.000000 Penalty: 1026.109009
	Iteration 126Q: 3 clusters Score -4214475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -4214473.000000 Penalty: 1026.109009
	Iteration 127Q: 3 clusters Score -4214473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -4214477.000000 Penalty: 1026.109009
	Iteration 128Q: 3 clusters Score -4214477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -4214474.000000 Penalty: 1026.109009
	Iteration 129Q: 3 clusters Score -4214474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -4214484.000000 Penalty: 1026.109009
	Iteration 130Q: 3 clusters Score -4214484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -4214484.500000 Penalty: 1026.109009
	Iteration 131Q: 3 clusters Score -4214484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -4214482.000000 Penalty: 1026.109009
	Iteration 132Q: 3 clusters Score -4214482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -4214485.000000 Penalty: 1026.109009
	Iteration 133Q: 3 clusters Score -4214485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -4214488.000000 Penalty: 1026.109009
	Iteration 134Q: 3 clusters Score -4214488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
Score: -4214491.000000 Penalty: 1026.109009
	Iteration 135Q: 3 clusters Score -4214491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -4214491.500000 Penalty: 1026.109009
	Iteration 136Q: 3 clusters Score -4214492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 77048 members 
Entering Unmasked Estep 
Score: -4214494.000000 Penalty: 1026.109009
	Iteration 137Q: 3 clusters Score -4214494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 77065 members 
Entering Unmasked Estep 
Score: -4214503.000000 Penalty: 1026.109009
	Iteration 138Q: 3 clusters Score -4214503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 77077 members 
Entering Unmasked Estep 
Score: -4214499.000000 Penalty: 1026.109009
	Iteration 139Q: 3 clusters Score -4214499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 77092 members 
Entering Unmasked Estep 
Score: -4214506.500000 Penalty: 1026.109009
	Iteration 140F: 3 clusters Score -4214506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 77107 members 
Entering Unmasked Estep 
Score: -4214508.500000 Penalty: 1026.109009
	Iteration 141Q: 3 clusters Score -4214508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 77119 members 
Entering Unmasked Estep 
Score: -4214505.500000 Penalty: 1026.109009
	Iteration 142Q: 3 clusters Score -4214506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 77137 members 
Entering Unmasked Estep 
Score: -4214510.500000 Penalty: 1026.109009
	Iteration 143Q: 3 clusters Score -4214510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -4214508.000000 Penalty: 1026.109009
	Iteration 144Q: 3 clusters Score -4214508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -4214507.000000 Penalty: 1026.109009
	Iteration 145Q: 3 clusters Score -4214507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 77177 members 
Entering Unmasked Estep 
Score: -4214508.000000 Penalty: 1026.109009
	Iteration 146Q: 3 clusters Score -4214508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -4214509.000000 Penalty: 1026.109009
	Iteration 147Q: 3 clusters Score -4214509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 77207 members 
Entering Unmasked Estep 
Score: -4214519.000000 Penalty: 1026.109009
	Iteration 148Q: 3 clusters Score -4214519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -4214518.500000 Penalty: 1026.109009
	Iteration 149Q: 3 clusters Score -4214518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 77223 members 
Entering Unmasked Estep 
Score: -4214519.500000 Penalty: 1026.109009
	Iteration 150Q: 3 clusters Score -4214520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -4214516.000000 Penalty: 1026.109009
	Iteration 151Q: 3 clusters Score -4214516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -4214516.000000 Penalty: 1026.109009
	Iteration 152Q: 3 clusters Score -4214516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 77249 members 
Entering Unmasked Estep 
Score: -4214513.500000 Penalty: 1026.109009
	Iteration 153Q: 3 clusters Score -4214514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -4214511.500000 Penalty: 1026.109009
	Iteration 154Q: 3 clusters Score -4214512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -4214513.000000 Penalty: 1026.109009
	Iteration 155Q: 3 clusters Score -4214513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -4214511.500000 Penalty: 1026.109009
	Iteration 156Q: 3 clusters Score -4214512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -4214515.000000 Penalty: 1026.109009
	Iteration 157Q: 3 clusters Score -4214515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -4214513.500000 Penalty: 1026.109009
	Iteration 158Q: 3 clusters Score -4214514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 77291 members 
Entering Unmasked Estep 
Score: -4214508.000000 Penalty: 1026.109009
	Iteration 159Q: 3 clusters Score -4214508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 77303 members 
Entering Unmasked Estep 
Score: -4214512.500000 Penalty: 1026.109009
	Iteration 160F: 3 clusters Score -4214512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -4214517.500000 Penalty: 1026.109009
	Iteration 161Q: 3 clusters Score -4214518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -4214518.500000 Penalty: 1026.109009
	Iteration 162Q: 3 clusters Score -4214518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -4214519.000000 Penalty: 1026.109009
	Iteration 163Q: 3 clusters Score -4214519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
Score: -4214522.500000 Penalty: 1026.109009
	Iteration 164Q: 3 clusters Score -4214522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -4214519.500000 Penalty: 1026.109009
	Iteration 165Q: 3 clusters Score -4214520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -4214520.000000 Penalty: 1026.109009
	Iteration 166Q: 3 clusters Score -4214520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -4214518.500000 Penalty: 1026.109009
	Iteration 167Q: 3 clusters Score -4214518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -4214518.500000 Penalty: 1026.109009
	Iteration 168F: 3 clusters Score -4214518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Entering Unmasked Estep 
Score: -727639.125000 Penalty: 434.555115
	Iteration 0F: 2 clusters Score -727639.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -718427.187500 Penalty: 869.110229
	Iteration 0F: 3 clusters Score -718427.2 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -722400.500000 Penalty: 869.110229
	Iteration 1F: 3 clusters Score -722400.5 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -723273.125000 Penalty: 869.110229
	Iteration 2F: 3 clusters Score -723273.1 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -724481.187500 Penalty: 869.110229
	Iteration 3F: 3 clusters Score -724481.2 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -725862.812500 Penalty: 869.110229
	Iteration 4F: 3 clusters Score -725862.8 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -726917.750000 Penalty: 869.110229
	Iteration 5F: 3 clusters Score -726917.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -727319.812500 Penalty: 869.110229
	Iteration 6Q: 3 clusters Score -727319.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -727441.500000 Penalty: 869.110229
	Iteration 7Q: 3 clusters Score -727441.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -727508.812500 Penalty: 869.110229
	Iteration 8Q: 3 clusters Score -727508.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -727555.375000 Penalty: 869.110229
	Iteration 9Q: 3 clusters Score -727555.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -727598.250000 Penalty: 869.110229
	Iteration 10Q: 3 clusters Score -727598.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -727640.562500 Penalty: 869.110229
	Iteration 11Q: 3 clusters Score -727640.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -727691.187500 Penalty: 869.110229
	Iteration 12Q: 3 clusters Score -727691.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -727755.062500 Penalty: 869.110229
	Iteration 13Q: 3 clusters Score -727755.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -727814.937500 Penalty: 869.110229
	Iteration 14Q: 3 clusters Score -727814.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -727847.437500 Penalty: 869.110229
	Iteration 15Q: 3 clusters Score -727847.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -727868.375000 Penalty: 869.110229
	Iteration 16Q: 3 clusters Score -727868.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -727880.562500 Penalty: 869.110229
	Iteration 17Q: 3 clusters Score -727880.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -727887.625000 Penalty: 869.110229
	Iteration 18Q: 3 clusters Score -727887.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -727896.187500 Penalty: 869.110229
	Iteration 19Q: 3 clusters Score -727896.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -727902.312500 Penalty: 869.110229
	Iteration 20F: 3 clusters Score -727902.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -727902.312500 Penalty: 869.110229
	Iteration 21Q: 3 clusters Score -727902.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -727906.750000 Penalty: 869.110229
	Iteration 22Q: 3 clusters Score -727906.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -727906.062500 Penalty: 869.110229
	Iteration 23Q: 3 clusters Score -727906.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -727905.000000 Penalty: 869.110229
	Iteration 24Q: 3 clusters Score -727905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -727907.750000 Penalty: 869.110229
	Iteration 25Q: 3 clusters Score -727907.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -727910.187500 Penalty: 869.110229
	Iteration 26Q: 3 clusters Score -727910.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -727909.625000 Penalty: 869.110229
	Iteration 27Q: 3 clusters Score -727909.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -727910.437500 Penalty: 869.110229
	Iteration 28Q: 3 clusters Score -727910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -727911.625000 Penalty: 869.110229
	Iteration 29Q: 3 clusters Score -727911.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -727910.062500 Penalty: 869.110229
	Iteration 30Q: 3 clusters Score -727910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -727912.000000 Penalty: 869.110229
	Iteration 31Q: 3 clusters Score -727912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -727912.062500 Penalty: 869.110229
	Iteration 32Q: 3 clusters Score -727912.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -727913.625000 Penalty: 869.110229
	Iteration 33Q: 3 clusters Score -727913.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -727913.937500 Penalty: 869.110229
	Iteration 34Q: 3 clusters Score -727913.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -727914.375000 Penalty: 869.110229
	Iteration 35Q: 3 clusters Score -727914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -727912.312500 Penalty: 869.110229
	Iteration 36Q: 3 clusters Score -727912.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -727916.000000 Penalty: 869.110229
	Iteration 37Q: 3 clusters Score -727916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -727917.500000 Penalty: 869.110229
	Iteration 38Q: 3 clusters Score -727917.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -727919.187500 Penalty: 869.110229
	Iteration 39Q: 3 clusters Score -727919.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -727921.437500 Penalty: 869.110229
	Iteration 40F: 3 clusters Score -727921.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -727924.687500 Penalty: 869.110229
	Iteration 41Q: 3 clusters Score -727924.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -727923.937500 Penalty: 869.110229
	Iteration 42Q: 3 clusters Score -727923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -727925.312500 Penalty: 869.110229
	Iteration 43Q: 3 clusters Score -727925.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -727926.812500 Penalty: 869.110229
	Iteration 44Q: 3 clusters Score -727926.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -727931.562500 Penalty: 869.110229
	Iteration 45Q: 3 clusters Score -727931.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -727933.750000 Penalty: 869.110229
	Iteration 46Q: 3 clusters Score -727933.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -727936.750000 Penalty: 869.110229
	Iteration 47Q: 3 clusters Score -727936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -727938.062500 Penalty: 869.110229
	Iteration 48Q: 3 clusters Score -727938.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -727941.437500 Penalty: 869.110229
	Iteration 49Q: 3 clusters Score -727941.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -727942.437500 Penalty: 869.110229
	Iteration 50Q: 3 clusters Score -727942.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -727941.937500 Penalty: 869.110229
	Iteration 51Q: 3 clusters Score -727941.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -727941.312500 Penalty: 869.110229
	Iteration 52Q: 3 clusters Score -727941.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -727941.875000 Penalty: 869.110229
	Iteration 53Q: 3 clusters Score -727941.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -727942.812500 Penalty: 869.110229
	Iteration 54Q: 3 clusters Score -727942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -727940.687500 Penalty: 869.110229
	Iteration 55Q: 3 clusters Score -727940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -727941.625000 Penalty: 869.110229
	Iteration 56Q: 3 clusters Score -727941.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -727944.750000 Penalty: 869.110229
	Iteration 57Q: 3 clusters Score -727944.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -727945.687500 Penalty: 869.110229
	Iteration 58Q: 3 clusters Score -727945.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -727947.437500 Penalty: 869.110229
	Iteration 59Q: 3 clusters Score -727947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -727947.375000 Penalty: 869.110229
	Iteration 60F: 3 clusters Score -727947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -727947.750000 Penalty: 869.110229
	Iteration 61Q: 3 clusters Score -727947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -727947.687500 Penalty: 869.110229
	Iteration 62Q: 3 clusters Score -727947.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -727948.687500 Penalty: 869.110229
	Iteration 63Q: 3 clusters Score -727948.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -727948.062500 Penalty: 869.110229
	Iteration 64Q: 3 clusters Score -727948.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -727951.125000 Penalty: 869.110229
	Iteration 65Q: 3 clusters Score -727951.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -727951.437500 Penalty: 869.110229
	Iteration 66Q: 3 clusters Score -727951.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -727954.062500 Penalty: 869.110229
	Iteration 67Q: 3 clusters Score -727954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -727956.562500 Penalty: 869.110229
	Iteration 68Q: 3 clusters Score -727956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -727956.125000 Penalty: 869.110229
	Iteration 69Q: 3 clusters Score -727956.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -727955.437500 Penalty: 869.110229
	Iteration 70Q: 3 clusters Score -727955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -727955.437500 Penalty: 869.110229
	Iteration 71Q: 3 clusters Score -727955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -727955.375000 Penalty: 869.110229
	Iteration 72Q: 3 clusters Score -727955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -727955.937500 Penalty: 869.110229
	Iteration 73Q: 3 clusters Score -727955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -727955.875000 Penalty: 869.110229
	Iteration 74Q: 3 clusters Score -727955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -727955.187500 Penalty: 869.110229
	Iteration 75Q: 3 clusters Score -727955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -727954.250000 Penalty: 869.110229
	Iteration 76Q: 3 clusters Score -727954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -727953.875000 Penalty: 869.110229
	Iteration 77Q: 3 clusters Score -727953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -727953.500000 Penalty: 869.110229
	Iteration 78Q: 3 clusters Score -727953.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -727953.500000 Penalty: 869.110229
	Iteration 79F: 3 clusters Score -727953.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 71391 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 69883 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 78899 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 92028 members 
Mstep: Class 15 contains 12600 members 
Mstep: Class 16 contains 97539 members 
Mstep: Class 17 contains 157089 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 122141 members 
Mstep: Class 20 contains 84837 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 133471 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 28225 members 
Mstep: Class 27 contains 120896 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 108410 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 112788 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 11454 members 
Entering Unmasked Estep 
Score: -87360408.000000 Penalty: 21567.242188
Splitting cluster 10 changes total score from -87358600.000000 to -87360408.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 11 (13470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Entering Unmasked Estep 
Score: -708012.625000 Penalty: 432.624054
	Iteration 0F: 2 clusters Score -708012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -699000.437500 Penalty: 865.248108
	Iteration 0F: 3 clusters Score -699000.4 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -702874.000000 Penalty: 865.248108
	Iteration 1F: 3 clusters Score -702874 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -703313.000000 Penalty: 865.248108
	Iteration 2F: 3 clusters Score -703313 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -703863.375000 Penalty: 865.248108
	Iteration 3F: 3 clusters Score -703863.4 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -704664.875000 Penalty: 865.248108
	Iteration 4F: 3 clusters Score -704664.9 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -705740.437500 Penalty: 865.248108
	Iteration 5F: 3 clusters Score -705740.4 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -706502.312500 Penalty: 865.248108
	Iteration 6F: 3 clusters Score -706502.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -706853.375000 Penalty: 865.248108
	Iteration 7Q: 3 clusters Score -706853.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -707024.875000 Penalty: 865.248108
	Iteration 8Q: 3 clusters Score -707024.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -707160.250000 Penalty: 865.248108
	Iteration 9Q: 3 clusters Score -707160.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -707279.250000 Penalty: 865.248108
	Iteration 10Q: 3 clusters Score -707279.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -707385.250000 Penalty: 865.248108
	Iteration 11Q: 3 clusters Score -707385.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -707493.000000 Penalty: 865.248108
	Iteration 12Q: 3 clusters Score -707493 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -707574.437500 Penalty: 865.248108
	Iteration 13Q: 3 clusters Score -707574.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -707629.500000 Penalty: 865.248108
	Iteration 14Q: 3 clusters Score -707629.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -707677.875000 Penalty: 865.248108
	Iteration 15Q: 3 clusters Score -707677.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -707711.875000 Penalty: 865.248108
	Iteration 16Q: 3 clusters Score -707711.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -707734.875000 Penalty: 865.248108
	Iteration 17Q: 3 clusters Score -707734.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -707752.125000 Penalty: 865.248108
	Iteration 18Q: 3 clusters Score -707752.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -707757.562500 Penalty: 865.248108
	Iteration 19Q: 3 clusters Score -707757.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -707760.687500 Penalty: 865.248108
	Iteration 20F: 3 clusters Score -707760.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -707764.875000 Penalty: 865.248108
	Iteration 21Q: 3 clusters Score -707764.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -707770.750000 Penalty: 865.248108
	Iteration 22Q: 3 clusters Score -707770.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -707773.187500 Penalty: 865.248108
	Iteration 23Q: 3 clusters Score -707773.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -707776.187500 Penalty: 865.248108
	Iteration 24Q: 3 clusters Score -707776.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -707777.812500 Penalty: 865.248108
	Iteration 25Q: 3 clusters Score -707777.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -707779.125000 Penalty: 865.248108
	Iteration 26Q: 3 clusters Score -707779.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -707782.500000 Penalty: 865.248108
	Iteration 27Q: 3 clusters Score -707782.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -707781.000000 Penalty: 865.248108
	Iteration 28Q: 3 clusters Score -707781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -707785.375000 Penalty: 865.248108
	Iteration 29Q: 3 clusters Score -707785.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -707787.812500 Penalty: 865.248108
	Iteration 30Q: 3 clusters Score -707787.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -707788.500000 Penalty: 865.248108
	Iteration 31Q: 3 clusters Score -707788.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -707788.812500 Penalty: 865.248108
	Iteration 32Q: 3 clusters Score -707788.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -707789.000000 Penalty: 865.248108
	Iteration 33Q: 3 clusters Score -707789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -707790.562500 Penalty: 865.248108
	Iteration 34Q: 3 clusters Score -707790.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -707789.687500 Penalty: 865.248108
	Iteration 35Q: 3 clusters Score -707789.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -707790.625000 Penalty: 865.248108
	Iteration 36Q: 3 clusters Score -707790.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -707791.562500 Penalty: 865.248108
	Iteration 37Q: 3 clusters Score -707791.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -707790.187500 Penalty: 865.248108
	Iteration 38Q: 3 clusters Score -707790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -707790.187500 Penalty: 865.248108
	Iteration 39Q: 3 clusters Score -707790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -707792.125000 Penalty: 865.248108
	Iteration 40F: 3 clusters Score -707792.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -707791.687500 Penalty: 865.248108
	Iteration 41Q: 3 clusters Score -707791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -707791.187500 Penalty: 865.248108
	Iteration 42Q: 3 clusters Score -707791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -707790.687500 Penalty: 865.248108
	Iteration 43Q: 3 clusters Score -707790.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -707792.250000 Penalty: 865.248108
	Iteration 44Q: 3 clusters Score -707792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -707791.750000 Penalty: 865.248108
	Iteration 45Q: 3 clusters Score -707791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -707792.625000 Penalty: 865.248108
	Iteration 46Q: 3 clusters Score -707792.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -707792.625000 Penalty: 865.248108
	Iteration 47F: 3 clusters Score -707792.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -60579.894531 Penalty: 325.959564
	Iteration 0F: 2 clusters Score -60579.89 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 629 members 
Entering Unmasked Estep 
Score: -59610.957031 Penalty: 651.919128
	Iteration 0F: 3 clusters Score -59610.96 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60138.300781 Penalty: 651.919128
	Iteration 1F: 3 clusters Score -60138.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60420.781250 Penalty: 651.919128
	Iteration 2F: 3 clusters Score -60420.78 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60560.144531 Penalty: 651.919128
	Iteration 3F: 3 clusters Score -60560.14 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60621.742188 Penalty: 651.919128
	Iteration 4Q: 3 clusters Score -60621.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60645.382812 Penalty: 651.919128
	Iteration 5Q: 3 clusters Score -60645.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60659.617188 Penalty: 651.919128
	Iteration 6Q: 3 clusters Score -60659.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60662.652344 Penalty: 651.919128
	Iteration 7Q: 3 clusters Score -60662.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60663.914062 Penalty: 651.919128
	Iteration 8Q: 3 clusters Score -60663.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60665.863281 Penalty: 651.919128
	Iteration 9Q: 3 clusters Score -60665.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60666.789062 Penalty: 651.919128
	Iteration 10Q: 3 clusters Score -60666.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60667.218750 Penalty: 651.919128
	Iteration 11Q: 3 clusters Score -60667.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60667.671875 Penalty: 651.919128
	Iteration 12Q: 3 clusters Score -60667.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60667.671875 Penalty: 651.919128
	Iteration 13F: 3 clusters Score -60667.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 71391 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 69883 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 78899 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 92028 members 
Mstep: Class 15 contains 12600 members 
Mstep: Class 16 contains 97539 members 
Mstep: Class 17 contains 157089 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 122141 members 
Mstep: Class 20 contains 84837 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 133471 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 28225 members 
Mstep: Class 27 contains 120896 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 108410 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 112788 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 11454 members 
Mstep: Class 34 contains 272 members 
Entering Unmasked Estep 
Score: -87360304.000000 Penalty: 22220.794922
Splitting cluster 12 changes total score from -87358600.000000 to -87360304.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (3113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Entering Unmasked Estep 
Score: -176173.921875 Penalty: 365.972076
	Iteration 0F: 2 clusters Score -176173.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -174014.421875 Penalty: 731.944153
	Iteration 0F: 3 clusters Score -174014.4 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -174786.187500 Penalty: 731.944153
	Iteration 1F: 3 clusters Score -174786.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -174883.937500 Penalty: 731.944153
	Iteration 2F: 3 clusters Score -174883.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -174972.546875 Penalty: 731.944153
	Iteration 3F: 3 clusters Score -174972.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -175075.953125 Penalty: 731.944153
	Iteration 4F: 3 clusters Score -175076 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -175209.562500 Penalty: 731.944153
	Iteration 5F: 3 clusters Score -175209.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -175380.375000 Penalty: 731.944153
	Iteration 6F: 3 clusters Score -175380.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175498.703125 Penalty: 731.944153
	Iteration 7Q: 3 clusters Score -175498.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -175572.015625 Penalty: 731.944153
	Iteration 8Q: 3 clusters Score -175572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -175621.031250 Penalty: 731.944153
	Iteration 9Q: 3 clusters Score -175621 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -175656.062500 Penalty: 731.944153
	Iteration 10Q: 3 clusters Score -175656.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -175675.812500 Penalty: 731.944153
	Iteration 11Q: 3 clusters Score -175675.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -175687.984375 Penalty: 731.944153
	Iteration 12Q: 3 clusters Score -175688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -175698.734375 Penalty: 731.944153
	Iteration 13Q: 3 clusters Score -175698.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -175705.406250 Penalty: 731.944153
	Iteration 14Q: 3 clusters Score -175705.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -175713.640625 Penalty: 731.944153
	Iteration 15Q: 3 clusters Score -175713.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -175721.406250 Penalty: 731.944153
	Iteration 16Q: 3 clusters Score -175721.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -175729.437500 Penalty: 731.944153
	Iteration 17Q: 3 clusters Score -175729.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -175738.640625 Penalty: 731.944153
	Iteration 18Q: 3 clusters Score -175738.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -175745.093750 Penalty: 731.944153
	Iteration 19Q: 3 clusters Score -175745.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -175751.531250 Penalty: 731.944153
	Iteration 20F: 3 clusters Score -175751.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -175756.062500 Penalty: 731.944153
	Iteration 21Q: 3 clusters Score -175756.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -175760.687500 Penalty: 731.944153
	Iteration 22Q: 3 clusters Score -175760.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -175766.765625 Penalty: 731.944153
	Iteration 23Q: 3 clusters Score -175766.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -175773.156250 Penalty: 731.944153
	Iteration 24Q: 3 clusters Score -175773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -175777.031250 Penalty: 731.944153
	Iteration 25Q: 3 clusters Score -175777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -175780.406250 Penalty: 731.944153
	Iteration 26Q: 3 clusters Score -175780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -175782.562500 Penalty: 731.944153
	Iteration 27Q: 3 clusters Score -175782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -175784.296875 Penalty: 731.944153
	Iteration 28Q: 3 clusters Score -175784.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -175785.968750 Penalty: 731.944153
	Iteration 29Q: 3 clusters Score -175786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -175789.000000 Penalty: 731.944153
	Iteration 30Q: 3 clusters Score -175789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -175793.187500 Penalty: 731.944153
	Iteration 31Q: 3 clusters Score -175793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -175795.328125 Penalty: 731.944153
	Iteration 32Q: 3 clusters Score -175795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -175796.234375 Penalty: 731.944153
	Iteration 33Q: 3 clusters Score -175796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -175798.296875 Penalty: 731.944153
	Iteration 34Q: 3 clusters Score -175798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -175799.609375 Penalty: 731.944153
	Iteration 35Q: 3 clusters Score -175799.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -175800.984375 Penalty: 731.944153
	Iteration 36Q: 3 clusters Score -175801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -175802.015625 Penalty: 731.944153
	Iteration 37Q: 3 clusters Score -175802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -175802.203125 Penalty: 731.944153
	Iteration 38Q: 3 clusters Score -175802.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -175802.203125 Penalty: 731.944153
	Iteration 39F: 3 clusters Score -175802.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (92028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92028 members 
Entering Unmasked Estep 
Score: -4848020.000000 Penalty: 520.058044
	Iteration 0F: 2 clusters Score -4848020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -4786575.000000 Penalty: 1040.116089
	Iteration 0F: 3 clusters Score -4786575 nChanged 44971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -4814697.000000 Penalty: 1040.116089
	Iteration 1F: 3 clusters Score -4814697 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4817059.500000 Penalty: 1040.116089
	Iteration 2F: 3 clusters Score -4817060 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4820675.000000 Penalty: 1040.116089
	Iteration 3F: 3 clusters Score -4820675 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68335 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -4826169.500000 Penalty: 1040.116089
	Iteration 4F: 3 clusters Score -4826170 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75471 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -4832869.000000 Penalty: 1040.116089
	Iteration 5F: 3 clusters Score -4832869 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4838845.000000 Penalty: 1040.116089
	Iteration 6F: 3 clusters Score -4838845 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -4842986.500000 Penalty: 1040.116089
	Iteration 7Q: 3 clusters Score -4842986 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4845363.000000 Penalty: 1040.116089
	Iteration 8Q: 3 clusters Score -4845363 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4846602.000000 Penalty: 1040.116089
	Iteration 9Q: 3 clusters Score -4846602 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4847217.500000 Penalty: 1040.116089
	Iteration 10Q: 3 clusters Score -4847218 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4847422.000000 Penalty: 1040.116089
	Iteration 11Q: 3 clusters Score -4847422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4847524.500000 Penalty: 1040.116089
	Iteration 12Q: 3 clusters Score -4847524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91796 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4847572.500000 Penalty: 1040.116089
	Iteration 13Q: 3 clusters Score -4847572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4847597.000000 Penalty: 1040.116089
	Iteration 14Q: 3 clusters Score -4847597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4847610.000000 Penalty: 1040.116089
	Iteration 15Q: 3 clusters Score -4847610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4847612.500000 Penalty: 1040.116089
	Iteration 16Q: 3 clusters Score -4847612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4847617.500000 Penalty: 1040.116089
	Iteration 17Q: 3 clusters Score -4847618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4847622.000000 Penalty: 1040.116089
	Iteration 18Q: 3 clusters Score -4847622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4847620.500000 Penalty: 1040.116089
	Iteration 19Q: 3 clusters Score -4847620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4847623.000000 Penalty: 1040.116089
	Iteration 20F: 3 clusters Score -4847623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4847622.000000 Penalty: 1040.116089
	Iteration 21Q: 3 clusters Score -4847622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4847622.000000 Penalty: 1040.116089
	Iteration 22F: 3 clusters Score -4847622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Entering Unmasked Estep 
Score: -670961.437500 Penalty: 429.586060
	Iteration 0F: 2 clusters Score -670961.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -662518.562500 Penalty: 859.172119
	Iteration 0F: 3 clusters Score -662518.6 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -665745.000000 Penalty: 859.172119
	Iteration 1F: 3 clusters Score -665745 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -665929.437500 Penalty: 859.172119
	Iteration 2Q: 3 clusters Score -665929.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -666148.000000 Penalty: 859.172119
	Iteration 3Q: 3 clusters Score -666148 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -666511.625000 Penalty: 859.172119
	Iteration 4Q: 3 clusters Score -666511.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -667205.937500 Penalty: 859.172119
	Iteration 5F: 3 clusters Score -667205.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -668229.750000 Penalty: 859.172119
	Iteration 6F: 3 clusters Score -668229.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -669191.437500 Penalty: 859.172119
	Iteration 7F: 3 clusters Score -669191.4 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -669757.750000 Penalty: 859.172119
	Iteration 8F: 3 clusters Score -669757.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -670033.937500 Penalty: 859.172119
	Iteration 9Q: 3 clusters Score -670033.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -670227.812500 Penalty: 859.172119
	Iteration 10Q: 3 clusters Score -670227.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -670411.687500 Penalty: 859.172119
	Iteration 11Q: 3 clusters Score -670411.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -670605.312500 Penalty: 859.172119
	Iteration 12Q: 3 clusters Score -670605.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -670793.812500 Penalty: 859.172119
	Iteration 13Q: 3 clusters Score -670793.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -670986.875000 Penalty: 859.172119
	Iteration 14Q: 3 clusters Score -670986.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -671142.125000 Penalty: 859.172119
	Iteration 15Q: 3 clusters Score -671142.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -671255.062500 Penalty: 859.172119
	Iteration 16Q: 3 clusters Score -671255.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -671322.687500 Penalty: 859.172119
	Iteration 17Q: 3 clusters Score -671322.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -671377.937500 Penalty: 859.172119
	Iteration 18Q: 3 clusters Score -671377.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -671416.750000 Penalty: 859.172119
	Iteration 19Q: 3 clusters Score -671416.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -671462.625000 Penalty: 859.172119
	Iteration 20F: 3 clusters Score -671462.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -671506.750000 Penalty: 859.172119
	Iteration 21Q: 3 clusters Score -671506.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -671559.437500 Penalty: 859.172119
	Iteration 22Q: 3 clusters Score -671559.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -671605.687500 Penalty: 859.172119
	Iteration 23Q: 3 clusters Score -671605.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -671630.625000 Penalty: 859.172119
	Iteration 24Q: 3 clusters Score -671630.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -671641.375000 Penalty: 859.172119
	Iteration 25Q: 3 clusters Score -671641.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -671655.937500 Penalty: 859.172119
	Iteration 26Q: 3 clusters Score -671655.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -671667.812500 Penalty: 859.172119
	Iteration 27Q: 3 clusters Score -671667.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -671679.062500 Penalty: 859.172119
	Iteration 28Q: 3 clusters Score -671679.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -671689.312500 Penalty: 859.172119
	Iteration 29Q: 3 clusters Score -671689.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -671696.687500 Penalty: 859.172119
	Iteration 30Q: 3 clusters Score -671696.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -671702.062500 Penalty: 859.172119
	Iteration 31Q: 3 clusters Score -671702.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -671706.312500 Penalty: 859.172119
	Iteration 32Q: 3 clusters Score -671706.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -671709.375000 Penalty: 859.172119
	Iteration 33Q: 3 clusters Score -671709.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -671711.000000 Penalty: 859.172119
	Iteration 34Q: 3 clusters Score -671711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -671711.250000 Penalty: 859.172119
	Iteration 35Q: 3 clusters Score -671711.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -671714.875000 Penalty: 859.172119
	Iteration 36Q: 3 clusters Score -671714.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -671714.312500 Penalty: 859.172119
	Iteration 37Q: 3 clusters Score -671714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -671716.000000 Penalty: 859.172119
	Iteration 38Q: 3 clusters Score -671716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -671715.875000 Penalty: 859.172119
	Iteration 39Q: 3 clusters Score -671715.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -671716.562500 Penalty: 859.172119
	Iteration 40F: 3 clusters Score -671716.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -671715.375000 Penalty: 859.172119
	Iteration 41Q: 3 clusters Score -671715.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -671719.687500 Penalty: 859.172119
	Iteration 42Q: 3 clusters Score -671719.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -671720.375000 Penalty: 859.172119
	Iteration 43Q: 3 clusters Score -671720.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -671719.687500 Penalty: 859.172119
	Iteration 44Q: 3 clusters Score -671719.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -671719.562500 Penalty: 859.172119
	Iteration 45Q: 3 clusters Score -671719.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -671721.750000 Penalty: 859.172119
	Iteration 46Q: 3 clusters Score -671721.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -671722.750000 Penalty: 859.172119
	Iteration 47Q: 3 clusters Score -671722.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -671722.750000 Penalty: 859.172119
	Iteration 48Q: 3 clusters Score -671722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -671722.250000 Penalty: 859.172119
	Iteration 49Q: 3 clusters Score -671722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -671722.000000 Penalty: 859.172119
	Iteration 50Q: 3 clusters Score -671722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -671722.062500 Penalty: 859.172119
	Iteration 51Q: 3 clusters Score -671722.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -671723.937500 Penalty: 859.172119
	Iteration 52Q: 3 clusters Score -671723.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -671726.437500 Penalty: 859.172119
	Iteration 53Q: 3 clusters Score -671726.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -671726.937500 Penalty: 859.172119
	Iteration 54Q: 3 clusters Score -671726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -671727.562500 Penalty: 859.172119
	Iteration 55Q: 3 clusters Score -671727.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -671730.875000 Penalty: 859.172119
	Iteration 56Q: 3 clusters Score -671730.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -671730.375000 Penalty: 859.172119
	Iteration 57Q: 3 clusters Score -671730.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -671732.562500 Penalty: 859.172119
	Iteration 58Q: 3 clusters Score -671732.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -671732.062500 Penalty: 859.172119
	Iteration 59Q: 3 clusters Score -671732.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -671733.500000 Penalty: 859.172119
	Iteration 60F: 3 clusters Score -671733.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -671732.687500 Penalty: 859.172119
	Iteration 61Q: 3 clusters Score -671732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -671732.687500 Penalty: 859.172119
	Iteration 62F: 3 clusters Score -671732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 71391 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 69883 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 78899 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 92028 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 97539 members 
Mstep: Class 17 contains 157089 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 122141 members 
Mstep: Class 20 contains 84837 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 133471 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 28225 members 
Mstep: Class 27 contains 120896 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 108410 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 112788 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 11454 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 1924 members 
Entering Unmasked Estep 
Score: -87360968.000000 Penalty: 22874.347656
Splitting cluster 15 changes total score from -87358600.000000 to -87360968.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (97539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Entering Unmasked Estep 
Score: -5415328.000000 Penalty: 522.704346
	Iteration 0F: 2 clusters Score -5415328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -5352167.000000 Penalty: 1045.408691
	Iteration 0F: 3 clusters Score -5352167 nChanged 47721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -5381655.500000 Penalty: 1045.408691
	Iteration 1F: 3 clusters Score -5381656 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -5383025.000000 Penalty: 1045.408691
	Iteration 2Q: 3 clusters Score -5383025 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -5385512.000000 Penalty: 1045.408691
	Iteration 3F: 3 clusters Score -5385512 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -5390093.000000 Penalty: 1045.408691
	Iteration 4F: 3 clusters Score -5390093 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -5397213.000000 Penalty: 1045.408691
	Iteration 5F: 3 clusters Score -5397213 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 84313 members 
Entering Unmasked Estep 
Score: -5405214.000000 Penalty: 1045.408691
	Iteration 6F: 3 clusters Score -5405214 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -5410699.000000 Penalty: 1045.408691
	Iteration 7F: 3 clusters Score -5410699 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 94515 members 
Entering Unmasked Estep 
Score: -5413277.500000 Penalty: 1045.408691
	Iteration 8Q: 3 clusters Score -5413278 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 96025 members 
Entering Unmasked Estep 
Score: -5414219.000000 Penalty: 1045.408691
	Iteration 9Q: 3 clusters Score -5414219 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 96706 members 
Entering Unmasked Estep 
Score: -5414595.000000 Penalty: 1045.408691
	Iteration 10Q: 3 clusters Score -5414595 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -5414771.500000 Penalty: 1045.408691
	Iteration 11Q: 3 clusters Score -5414772 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -5414844.000000 Penalty: 1045.408691
	Iteration 12Q: 3 clusters Score -5414844 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 97232 members 
Entering Unmasked Estep 
Score: -5414867.500000 Penalty: 1045.408691
	Iteration 13Q: 3 clusters Score -5414868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 97266 members 
Entering Unmasked Estep 
Score: -5414892.500000 Penalty: 1045.408691
	Iteration 14Q: 3 clusters Score -5414892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -5414911.000000 Penalty: 1045.408691
	Iteration 15Q: 3 clusters Score -5414911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 97308 members 
Entering Unmasked Estep 
Score: -5414923.500000 Penalty: 1045.408691
	Iteration 16Q: 3 clusters Score -5414924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -5414926.500000 Penalty: 1045.408691
	Iteration 17Q: 3 clusters Score -5414926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 97334 members 
Entering Unmasked Estep 
Score: -5414935.000000 Penalty: 1045.408691
	Iteration 18Q: 3 clusters Score -5414935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -5414939.000000 Penalty: 1045.408691
	Iteration 19Q: 3 clusters Score -5414939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97341 members 
Entering Unmasked Estep 
Score: -5414940.000000 Penalty: 1045.408691
	Iteration 20F: 3 clusters Score -5414940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -5414947.000000 Penalty: 1045.408691
	Iteration 21Q: 3 clusters Score -5414947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -5414944.000000 Penalty: 1045.408691
	Iteration 22Q: 3 clusters Score -5414944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -5414944.000000 Penalty: 1045.408691
	Iteration 23F: 3 clusters Score -5414944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (157089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157089 members 
Entering Unmasked Estep 
Score: -8326912.500000 Penalty: 544.387878
	Iteration 0F: 2 clusters Score -8326912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 78582 members 
Entering Unmasked Estep 
Score: -8229393.000000 Penalty: 1088.775757
	Iteration 0F: 3 clusters Score -8229393 nChanged 77206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -8276929.000000 Penalty: 1088.775757
	Iteration 1F: 3 clusters Score -8276929 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75341 members 
Mstep: Class 2 contains 81748 members 
Entering Unmasked Estep 
Score: -8278673.000000 Penalty: 1088.775757
	Iteration 2Q: 3 clusters Score -8278673 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
Score: -8281334.500000 Penalty: 1088.775757
	Iteration 3Q: 3 clusters Score -8281334 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -8284830.000000 Penalty: 1088.775757
	Iteration 4Q: 3 clusters Score -8284830 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -8290079.500000 Penalty: 1088.775757
	Iteration 5F: 3 clusters Score -8290080 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -8297402.000000 Penalty: 1088.775757
	Iteration 6F: 3 clusters Score -8297402 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -8304761.500000 Penalty: 1088.775757
	Iteration 7F: 3 clusters Score -8304762 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -8308925.500000 Penalty: 1088.775757
	Iteration 8F: 3 clusters Score -8308926 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -8310431.500000 Penalty: 1088.775757
	Iteration 9Q: 3 clusters Score -8310432 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 79706 members 
Entering Unmasked Estep 
Score: -8311336.500000 Penalty: 1088.775757
	Iteration 10Q: 3 clusters Score -8311336 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 78617 members 
Entering Unmasked Estep 
Score: -8312125.000000 Penalty: 1088.775757
	Iteration 11Q: 3 clusters Score -8312125 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -8313093.000000 Penalty: 1088.775757
	Iteration 12Q: 3 clusters Score -8313093 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80094 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -8314226.500000 Penalty: 1088.775757
	Iteration 13Q: 3 clusters Score -8314226 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80596 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -8315514.500000 Penalty: 1088.775757
	Iteration 14Q: 3 clusters Score -8315514 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 76191 members 
Entering Unmasked Estep 
Score: -8316761.500000 Penalty: 1088.775757
	Iteration 15Q: 3 clusters Score -8316762 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -8318095.000000 Penalty: 1088.775757
	Iteration 16Q: 3 clusters Score -8318095 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -8319441.000000 Penalty: 1088.775757
	Iteration 17Q: 3 clusters Score -8319441 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -8320745.500000 Penalty: 1088.775757
	Iteration 18Q: 3 clusters Score -8320746 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80666 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -8321961.500000 Penalty: 1088.775757
	Iteration 19Q: 3 clusters Score -8321962 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -8323063.500000 Penalty: 1088.775757
	Iteration 20F: 3 clusters Score -8323064 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -8323965.000000 Penalty: 1088.775757
	Iteration 21Q: 3 clusters Score -8323965 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80339 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -8324814.000000 Penalty: 1088.775757
	Iteration 22Q: 3 clusters Score -8324814 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 76707 members 
Entering Unmasked Estep 
Score: -8325444.000000 Penalty: 1088.775757
	Iteration 23Q: 3 clusters Score -8325444 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -8325891.500000 Penalty: 1088.775757
	Iteration 24Q: 3 clusters Score -8325892 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80689 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -8326322.000000 Penalty: 1088.775757
	Iteration 25Q: 3 clusters Score -8326322 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -8326598.000000 Penalty: 1088.775757
	Iteration 26Q: 3 clusters Score -8326598 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -8326755.500000 Penalty: 1088.775757
	Iteration 27Q: 3 clusters Score -8326756 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81221 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -8326840.500000 Penalty: 1088.775757
	Iteration 28Q: 3 clusters Score -8326840 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -8326943.000000 Penalty: 1088.775757
	Iteration 29Q: 3 clusters Score -8326943 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -8326929.500000 Penalty: 1088.775757
	Iteration 30Q: 3 clusters Score -8326930 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -8326986.500000 Penalty: 1088.775757
	Iteration 31Q: 3 clusters Score -8326986 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -8326951.000000 Penalty: 1088.775757
	Iteration 32Q: 3 clusters Score -8326951 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 75345 members 
Entering Unmasked Estep 
Score: -8326935.000000 Penalty: 1088.775757
	Iteration 33Q: 3 clusters Score -8326935 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81822 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -8326924.000000 Penalty: 1088.775757
	Iteration 34Q: 3 clusters Score -8326924 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -8326916.500000 Penalty: 1088.775757
	Iteration 35Q: 3 clusters Score -8326916 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -8326907.000000 Penalty: 1088.775757
	Iteration 36Q: 3 clusters Score -8326907 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -8326906.500000 Penalty: 1088.775757
	Iteration 37Q: 3 clusters Score -8326906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82019 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -8326898.500000 Penalty: 1088.775757
	Iteration 38Q: 3 clusters Score -8326898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -8326898.500000 Penalty: 1088.775757
	Iteration 39Q: 3 clusters Score -8326898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -8326906.000000 Penalty: 1088.775757
	Iteration 40F: 3 clusters Score -8326906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -8326902.000000 Penalty: 1088.775757
	Iteration 41Q: 3 clusters Score -8326902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82082 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -8326882.500000 Penalty: 1088.775757
	Iteration 42Q: 3 clusters Score -8326882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -8326868.000000 Penalty: 1088.775757
	Iteration 43Q: 3 clusters Score -8326868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -8326866.000000 Penalty: 1088.775757
	Iteration 44Q: 3 clusters Score -8326866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 75016 members 
Entering Unmasked Estep 
Score: -8326859.000000 Penalty: 1088.775757
	Iteration 45Q: 3 clusters Score -8326859 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -8326868.000000 Penalty: 1088.775757
	Iteration 46Q: 3 clusters Score -8326868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -8326872.000000 Penalty: 1088.775757
	Iteration 47Q: 3 clusters Score -8326872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 75016 members 
Entering Unmasked Estep 
Score: -8326861.500000 Penalty: 1088.775757
	Iteration 48Q: 3 clusters Score -8326862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -8326867.000000 Penalty: 1088.775757
	Iteration 49Q: 3 clusters Score -8326867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -8326860.000000 Penalty: 1088.775757
	Iteration 50Q: 3 clusters Score -8326860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -8326860.000000 Penalty: 1088.775757
	Iteration 51Q: 3 clusters Score -8326860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -8326860.500000 Penalty: 1088.775757
	Iteration 52Q: 3 clusters Score -8326860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -8326865.000000 Penalty: 1088.775757
	Iteration 53Q: 3 clusters Score -8326865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -8326866.000000 Penalty: 1088.775757
	Iteration 54Q: 3 clusters Score -8326866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -8326866.000000 Penalty: 1088.775757
	Iteration 55Q: 3 clusters Score -8326866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -8326863.500000 Penalty: 1088.775757
	Iteration 56Q: 3 clusters Score -8326864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -8326867.500000 Penalty: 1088.775757
	Iteration 57Q: 3 clusters Score -8326868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -8326864.500000 Penalty: 1088.775757
	Iteration 58Q: 3 clusters Score -8326864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 75016 members 
Entering Unmasked Estep 
Score: -8326865.000000 Penalty: 1088.775757
	Iteration 59Q: 3 clusters Score -8326865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -8326862.000000 Penalty: 1088.775757
	Iteration 60F: 3 clusters Score -8326862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -8326859.500000 Penalty: 1088.775757
	Iteration 61Q: 3 clusters Score -8326860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -8326855.500000 Penalty: 1088.775757
	Iteration 62Q: 3 clusters Score -8326856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -8326858.000000 Penalty: 1088.775757
	Iteration 63Q: 3 clusters Score -8326858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82070 members 
Mstep: Class 2 contains 75019 members 
Entering Unmasked Estep 
Score: -8326854.000000 Penalty: 1088.775757
	Iteration 64Q: 3 clusters Score -8326854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -8326852.000000 Penalty: 1088.775757
	Iteration 65Q: 3 clusters Score -8326852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -8326847.000000 Penalty: 1088.775757
	Iteration 66Q: 3 clusters Score -8326847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82069 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -8326847.500000 Penalty: 1088.775757
	Iteration 67Q: 3 clusters Score -8326848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -8326846.500000 Penalty: 1088.775757
	Iteration 68Q: 3 clusters Score -8326846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -8326846.500000 Penalty: 1088.775757
	Iteration 69Q: 3 clusters Score -8326846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -8326844.000000 Penalty: 1088.775757
	Iteration 70Q: 3 clusters Score -8326844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82066 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -8326844.000000 Penalty: 1088.775757
	Iteration 71F: 3 clusters Score -8326844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Entering Unmasked Estep 
Score: -977324.625000 Penalty: 443.978424
	Iteration 0F: 2 clusters Score -977324.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -965918.875000 Penalty: 887.956848
	Iteration 0F: 3 clusters Score -965918.9 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -970685.000000 Penalty: 887.956848
	Iteration 1F: 3 clusters Score -970685 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -971075.812500 Penalty: 887.956848
	Iteration 2F: 3 clusters Score -971075.8 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -971704.375000 Penalty: 887.956848
	Iteration 3F: 3 clusters Score -971704.4 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -972630.187500 Penalty: 887.956848
	Iteration 4F: 3 clusters Score -972630.2 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -973809.875000 Penalty: 887.956848
	Iteration 5F: 3 clusters Score -973809.9 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -974838.375000 Penalty: 887.956848
	Iteration 6F: 3 clusters Score -974838.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -975275.000000 Penalty: 887.956848
	Iteration 7Q: 3 clusters Score -975275 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -975447.562500 Penalty: 887.956848
	Iteration 8Q: 3 clusters Score -975447.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -975556.000000 Penalty: 887.956848
	Iteration 9Q: 3 clusters Score -975556 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -975638.875000 Penalty: 887.956848
	Iteration 10Q: 3 clusters Score -975638.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -975708.187500 Penalty: 887.956848
	Iteration 11Q: 3 clusters Score -975708.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -975781.687500 Penalty: 887.956848
	Iteration 12Q: 3 clusters Score -975781.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -975858.500000 Penalty: 887.956848
	Iteration 13Q: 3 clusters Score -975858.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -975929.500000 Penalty: 887.956848
	Iteration 14Q: 3 clusters Score -975929.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -975976.625000 Penalty: 887.956848
	Iteration 15Q: 3 clusters Score -975976.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -976023.312500 Penalty: 887.956848
	Iteration 16Q: 3 clusters Score -976023.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -976058.875000 Penalty: 887.956848
	Iteration 17Q: 3 clusters Score -976058.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -976088.500000 Penalty: 887.956848
	Iteration 18Q: 3 clusters Score -976088.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -976122.500000 Penalty: 887.956848
	Iteration 19Q: 3 clusters Score -976122.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -976155.500000 Penalty: 887.956848
	Iteration 20F: 3 clusters Score -976155.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -976183.437500 Penalty: 887.956848
	Iteration 21Q: 3 clusters Score -976183.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -976209.125000 Penalty: 887.956848
	Iteration 22Q: 3 clusters Score -976209.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -976234.625000 Penalty: 887.956848
	Iteration 23Q: 3 clusters Score -976234.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -976249.000000 Penalty: 887.956848
	Iteration 24Q: 3 clusters Score -976249 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -976270.187500 Penalty: 887.956848
	Iteration 25Q: 3 clusters Score -976270.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -976283.687500 Penalty: 887.956848
	Iteration 26Q: 3 clusters Score -976283.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -976300.750000 Penalty: 887.956848
	Iteration 27Q: 3 clusters Score -976300.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -976317.750000 Penalty: 887.956848
	Iteration 28Q: 3 clusters Score -976317.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -976341.062500 Penalty: 887.956848
	Iteration 29Q: 3 clusters Score -976341.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -976361.750000 Penalty: 887.956848
	Iteration 30Q: 3 clusters Score -976361.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -976383.500000 Penalty: 887.956848
	Iteration 31Q: 3 clusters Score -976383.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -976398.625000 Penalty: 887.956848
	Iteration 32Q: 3 clusters Score -976398.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -976413.750000 Penalty: 887.956848
	Iteration 33Q: 3 clusters Score -976413.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -976427.625000 Penalty: 887.956848
	Iteration 34Q: 3 clusters Score -976427.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -976440.250000 Penalty: 887.956848
	Iteration 35Q: 3 clusters Score -976440.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -976452.312500 Penalty: 887.956848
	Iteration 36Q: 3 clusters Score -976452.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -976467.000000 Penalty: 887.956848
	Iteration 37Q: 3 clusters Score -976467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -976481.250000 Penalty: 887.956848
	Iteration 38Q: 3 clusters Score -976481.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -976501.500000 Penalty: 887.956848
	Iteration 39Q: 3 clusters Score -976501.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -976511.375000 Penalty: 887.956848
	Iteration 40F: 3 clusters Score -976511.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -976521.125000 Penalty: 887.956848
	Iteration 41Q: 3 clusters Score -976521.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -976535.437500 Penalty: 887.956848
	Iteration 42Q: 3 clusters Score -976535.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -976544.625000 Penalty: 887.956848
	Iteration 43Q: 3 clusters Score -976544.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -976554.312500 Penalty: 887.956848
	Iteration 44Q: 3 clusters Score -976554.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -976566.562500 Penalty: 887.956848
	Iteration 45Q: 3 clusters Score -976566.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -976575.250000 Penalty: 887.956848
	Iteration 46Q: 3 clusters Score -976575.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -976580.500000 Penalty: 887.956848
	Iteration 47Q: 3 clusters Score -976580.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -976591.250000 Penalty: 887.956848
	Iteration 48Q: 3 clusters Score -976591.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -976598.875000 Penalty: 887.956848
	Iteration 49Q: 3 clusters Score -976598.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -976611.187500 Penalty: 887.956848
	Iteration 50Q: 3 clusters Score -976611.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -976624.062500 Penalty: 887.956848
	Iteration 51Q: 3 clusters Score -976624.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -976645.875000 Penalty: 887.956848
	Iteration 52Q: 3 clusters Score -976645.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -976663.187500 Penalty: 887.956848
	Iteration 53Q: 3 clusters Score -976663.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -976682.000000 Penalty: 887.956848
	Iteration 54Q: 3 clusters Score -976682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -976704.312500 Penalty: 887.956848
	Iteration 55Q: 3 clusters Score -976704.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -976722.875000 Penalty: 887.956848
	Iteration 56Q: 3 clusters Score -976722.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -976739.812500 Penalty: 887.956848
	Iteration 57Q: 3 clusters Score -976739.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -976756.062500 Penalty: 887.956848
	Iteration 58Q: 3 clusters Score -976756.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -976770.437500 Penalty: 887.956848
	Iteration 59Q: 3 clusters Score -976770.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -976778.562500 Penalty: 887.956848
	Iteration 60F: 3 clusters Score -976778.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -976786.562500 Penalty: 887.956848
	Iteration 61Q: 3 clusters Score -976786.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -976795.375000 Penalty: 887.956848
	Iteration 62Q: 3 clusters Score -976795.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -976808.375000 Penalty: 887.956848
	Iteration 63Q: 3 clusters Score -976808.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -976815.187500 Penalty: 887.956848
	Iteration 64Q: 3 clusters Score -976815.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -976826.562500 Penalty: 887.956848
	Iteration 65Q: 3 clusters Score -976826.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -976836.062500 Penalty: 887.956848
	Iteration 66Q: 3 clusters Score -976836.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -976849.812500 Penalty: 887.956848
	Iteration 67Q: 3 clusters Score -976849.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -976863.437500 Penalty: 887.956848
	Iteration 68Q: 3 clusters Score -976863.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -976874.562500 Penalty: 887.956848
	Iteration 69Q: 3 clusters Score -976874.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -976883.687500 Penalty: 887.956848
	Iteration 70Q: 3 clusters Score -976883.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -976896.437500 Penalty: 887.956848
	Iteration 71Q: 3 clusters Score -976896.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -976905.000000 Penalty: 887.956848
	Iteration 72Q: 3 clusters Score -976905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -976912.562500 Penalty: 887.956848
	Iteration 73Q: 3 clusters Score -976912.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -976917.000000 Penalty: 887.956848
	Iteration 74Q: 3 clusters Score -976917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -976921.562500 Penalty: 887.956848
	Iteration 75Q: 3 clusters Score -976921.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -976924.187500 Penalty: 887.956848
	Iteration 76Q: 3 clusters Score -976924.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -976928.875000 Penalty: 887.956848
	Iteration 77Q: 3 clusters Score -976928.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -976934.312500 Penalty: 887.956848
	Iteration 78Q: 3 clusters Score -976934.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -976939.125000 Penalty: 887.956848
	Iteration 79Q: 3 clusters Score -976939.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -976946.500000 Penalty: 887.956848
	Iteration 80F: 3 clusters Score -976946.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -976951.250000 Penalty: 887.956848
	Iteration 81Q: 3 clusters Score -976951.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -976956.750000 Penalty: 887.956848
	Iteration 82Q: 3 clusters Score -976956.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -976960.125000 Penalty: 887.956848
	Iteration 83Q: 3 clusters Score -976960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -976963.187500 Penalty: 887.956848
	Iteration 84Q: 3 clusters Score -976963.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -976965.437500 Penalty: 887.956848
	Iteration 85Q: 3 clusters Score -976965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -976969.250000 Penalty: 887.956848
	Iteration 86Q: 3 clusters Score -976969.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -976973.687500 Penalty: 887.956848
	Iteration 87Q: 3 clusters Score -976973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -976975.750000 Penalty: 887.956848
	Iteration 88Q: 3 clusters Score -976975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -976978.562500 Penalty: 887.956848
	Iteration 89Q: 3 clusters Score -976978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -976979.500000 Penalty: 887.956848
	Iteration 90Q: 3 clusters Score -976979.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -976981.312500 Penalty: 887.956848
	Iteration 91Q: 3 clusters Score -976981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -976982.187500 Penalty: 887.956848
	Iteration 92Q: 3 clusters Score -976982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -976982.062500 Penalty: 887.956848
	Iteration 93Q: 3 clusters Score -976982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -976982.062500 Penalty: 887.956848
	Iteration 94F: 3 clusters Score -976982.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (122141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122141 members 
Entering Unmasked Estep 
Score: -6695579.000000 Penalty: 532.938416
	Iteration 0F: 2 clusters Score -6695579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -6619772.500000 Penalty: 1065.876831
	Iteration 0F: 3 clusters Score -6619772 nChanged 59956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -6657265.500000 Penalty: 1065.876831
	Iteration 1F: 3 clusters Score -6657266 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 75609 members 
Entering Unmasked Estep 
Score: -6659513.000000 Penalty: 1065.876831
	Iteration 2Q: 3 clusters Score -6659513 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 81626 members 
Entering Unmasked Estep 
Score: -6662977.000000 Penalty: 1065.876831
	Iteration 3F: 3 clusters Score -6662977 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -6668011.500000 Penalty: 1065.876831
	Iteration 4F: 3 clusters Score -6668012 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
Score: -6674047.500000 Penalty: 1065.876831
	Iteration 5F: 3 clusters Score -6674048 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 97772 members 
Entering Unmasked Estep 
Score: -6679463.000000 Penalty: 1065.876831
	Iteration 6F: 3 clusters Score -6679463 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -6682207.000000 Penalty: 1065.876831
	Iteration 7Q: 3 clusters Score -6682207 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -6682992.000000 Penalty: 1065.876831
	Iteration 8Q: 3 clusters Score -6682992 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 98822 members 
Entering Unmasked Estep 
Score: -6683196.000000 Penalty: 1065.876831
	Iteration 9Q: 3 clusters Score -6683196 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -6683272.500000 Penalty: 1065.876831
	Iteration 10Q: 3 clusters Score -6683272 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 99066 members 
Entering Unmasked Estep 
Score: -6683340.000000 Penalty: 1065.876831
	Iteration 11Q: 3 clusters Score -6683340 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -6683433.500000 Penalty: 1065.876831
	Iteration 12Q: 3 clusters Score -6683434 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 99295 members 
Entering Unmasked Estep 
Score: -6683526.500000 Penalty: 1065.876831
	Iteration 13Q: 3 clusters Score -6683526 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 99446 members 
Entering Unmasked Estep 
Score: -6683607.000000 Penalty: 1065.876831
	Iteration 14Q: 3 clusters Score -6683607 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -6683756.000000 Penalty: 1065.876831
	Iteration 15Q: 3 clusters Score -6683756 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 99652 members 
Entering Unmasked Estep 
Score: -6683840.000000 Penalty: 1065.876831
	Iteration 16Q: 3 clusters Score -6683840 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -6683919.000000 Penalty: 1065.876831
	Iteration 17Q: 3 clusters Score -6683919 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 99810 members 
Entering Unmasked Estep 
Score: -6683967.000000 Penalty: 1065.876831
	Iteration 18Q: 3 clusters Score -6683967 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -6684046.500000 Penalty: 1065.876831
	Iteration 19Q: 3 clusters Score -6684046 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 99986 members 
Entering Unmasked Estep 
Score: -6684144.000000 Penalty: 1065.876831
	Iteration 20F: 3 clusters Score -6684144 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 100114 members 
Entering Unmasked Estep 
Score: -6684267.000000 Penalty: 1065.876831
	Iteration 21Q: 3 clusters Score -6684267 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -6684358.000000 Penalty: 1065.876831
	Iteration 22Q: 3 clusters Score -6684358 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 100405 members 
Entering Unmasked Estep 
Score: -6684481.500000 Penalty: 1065.876831
	Iteration 23Q: 3 clusters Score -6684482 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 100580 members 
Entering Unmasked Estep 
Score: -6684601.500000 Penalty: 1065.876831
	Iteration 24Q: 3 clusters Score -6684602 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -6684705.500000 Penalty: 1065.876831
	Iteration 25Q: 3 clusters Score -6684706 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 100892 members 
Entering Unmasked Estep 
Score: -6684801.000000 Penalty: 1065.876831
	Iteration 26Q: 3 clusters Score -6684801 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 101026 members 
Entering Unmasked Estep 
Score: -6684918.000000 Penalty: 1065.876831
	Iteration 27Q: 3 clusters Score -6684918 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -6685012.000000 Penalty: 1065.876831
	Iteration 28Q: 3 clusters Score -6685012 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -6685083.500000 Penalty: 1065.876831
	Iteration 29Q: 3 clusters Score -6685084 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 101294 members 
Entering Unmasked Estep 
Score: -6685162.500000 Penalty: 1065.876831
	Iteration 30Q: 3 clusters Score -6685162 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -6685262.000000 Penalty: 1065.876831
	Iteration 31Q: 3 clusters Score -6685262 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -6685357.000000 Penalty: 1065.876831
	Iteration 32Q: 3 clusters Score -6685357 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 101652 members 
Entering Unmasked Estep 
Score: -6685448.000000 Penalty: 1065.876831
	Iteration 33Q: 3 clusters Score -6685448 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 101810 members 
Entering Unmasked Estep 
Score: -6685531.000000 Penalty: 1065.876831
	Iteration 34Q: 3 clusters Score -6685531 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 101948 members 
Entering Unmasked Estep 
Score: -6685659.000000 Penalty: 1065.876831
	Iteration 35Q: 3 clusters Score -6685659 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -6685749.000000 Penalty: 1065.876831
	Iteration 36Q: 3 clusters Score -6685749 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 102217 members 
Entering Unmasked Estep 
Score: -6685844.500000 Penalty: 1065.876831
	Iteration 37Q: 3 clusters Score -6685844 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 102378 members 
Entering Unmasked Estep 
Score: -6685959.500000 Penalty: 1065.876831
	Iteration 38Q: 3 clusters Score -6685960 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 102509 members 
Entering Unmasked Estep 
Score: -6686041.500000 Penalty: 1065.876831
	Iteration 39Q: 3 clusters Score -6686042 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -6686125.500000 Penalty: 1065.876831
	Iteration 40F: 3 clusters Score -6686126 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 102817 members 
Entering Unmasked Estep 
Score: -6686258.500000 Penalty: 1065.876831
	Iteration 41Q: 3 clusters Score -6686258 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 102951 members 
Entering Unmasked Estep 
Score: -6686355.500000 Penalty: 1065.876831
	Iteration 42Q: 3 clusters Score -6686356 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 103099 members 
Entering Unmasked Estep 
Score: -6686464.000000 Penalty: 1065.876831
	Iteration 43Q: 3 clusters Score -6686464 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -6686560.000000 Penalty: 1065.876831
	Iteration 44Q: 3 clusters Score -6686560 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -6686653.000000 Penalty: 1065.876831
	Iteration 45Q: 3 clusters Score -6686653 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 103625 members 
Entering Unmasked Estep 
Score: -6686742.500000 Penalty: 1065.876831
	Iteration 46Q: 3 clusters Score -6686742 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 103837 members 
Entering Unmasked Estep 
Score: -6686839.500000 Penalty: 1065.876831
	Iteration 47Q: 3 clusters Score -6686840 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 104064 members 
Entering Unmasked Estep 
Score: -6686927.500000 Penalty: 1065.876831
	Iteration 48Q: 3 clusters Score -6686928 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 104281 members 
Entering Unmasked Estep 
Score: -6687047.500000 Penalty: 1065.876831
	Iteration 49Q: 3 clusters Score -6687048 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -6687181.000000 Penalty: 1065.876831
	Iteration 50Q: 3 clusters Score -6687181 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 104762 members 
Entering Unmasked Estep 
Score: -6687252.500000 Penalty: 1065.876831
	Iteration 51Q: 3 clusters Score -6687252 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 105014 members 
Entering Unmasked Estep 
Score: -6687353.500000 Penalty: 1065.876831
	Iteration 52Q: 3 clusters Score -6687354 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -6687464.000000 Penalty: 1065.876831
	Iteration 53Q: 3 clusters Score -6687464 nChanged 289
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6687532 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 105830 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6687615 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6687725 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6687815 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 106665 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6687896 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 106941 members 
Entering Unmasked Estep 
Score: -6687966.500000 Penalty: 1065.876831
	Iteration 59Q: 3 clusters Score -6687966 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 107216 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6688075 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 107501 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6688170 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 107765 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6688262 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 108043 members 
Entering Unmasked Estep 
Score: -6688345.500000 Penalty: 1065.876831
	Iteration 63Q: 3 clusters Score -6688346 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 108343 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6688426 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 108663 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6688543 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6688662 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 109298 members 
Entering Unmasked Estep 
Score: -6688755.000000 Penalty: 1065.876831
	Iteration 67Q: 3 clusters Score -6688755 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 109635 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6688862 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6688974 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 110320 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6689099 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 110672 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6689221 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 111023 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6689325 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 111386 members 
Entering Unmasked Estep 
Score: -6689440.000000 Penalty: 1065.876831
	Iteration 73Q: 3 clusters Score -6689440 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 111787 members 
Entering Unmasked Estep 
Score: -6689585.500000 Penalty: 1065.876831
	Iteration 74Q: 3 clusters Score -6689586 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 112203 members 
Entering Unmasked Estep 
Score: -6689725.000000 Penalty: 1065.876831
	Iteration 75Q: 3 clusters Score -6689725 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 112658 members 
Entering Unmasked Estep 
Score: -6689927.500000 Penalty: 1065.876831
	Iteration 76Q: 3 clusters Score -6689928 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6690056 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 113531 members 
Entering Unmasked Estep 
Score: -6690241.500000 Penalty: 1065.876831
	Iteration 78Q: 3 clusters Score -6690242 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 113971 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6690412 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 114421 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6690586 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 114832 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6690742 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 115254 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6690954 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 115686 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6691168 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 116113 members 
Entering Unmasked Estep 
Score: -6691368.500000 Penalty: 1065.876831
	Iteration 84Q: 3 clusters Score -6691368 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 116525 members 
Entering Unmasked Estep 
Score: -6691542.500000 Penalty: 1065.876831
	Iteration 85Q: 3 clusters Score -6691542 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 116918 members 
Entering Unmasked Estep 
Score: -6691735.500000 Penalty: 1065.876831
	Iteration 86Q: 3 clusters Score -6691736 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 117257 members 
Entering Unmasked Estep 
Score: -6691934.000000 Penalty: 1065.876831
	Iteration 87Q: 3 clusters Score -6691934 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 117581 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6692110 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 117884 members 
Entering Unmasked Estep 
Score: -6692274.000000 Penalty: 1065.876831
	Iteration 89Q: 3 clusters Score -6692274 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 118155 members 
Entering Unmasked Estep 
Score: -6692441.500000 Penalty: 1065.876831
	Iteration 90Q: 3 clusters Score -6692442 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 118412 members 
Entering Unmasked Estep 
Score: -6692567.000000 Penalty: 1065.876831
	Iteration 91Q: 3 clusters Score -6692567 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -6692698.000000 Penalty: 1065.876831
	Iteration 92Q: 3 clusters Score -6692698 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 118921 members 
Entering Unmasked Estep 
Score: -6692859.000000 Penalty: 1065.876831
	Iteration 93Q: 3 clusters Score -6692859 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 119169 members 
Entering Unmasked Estep 
Score: -6693014.500000 Penalty: 1065.876831
	Iteration 94Q: 3 clusters Score -6693014 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 119396 members 
Entering Unmasked Estep 
Score: -6693171.500000 Penalty: 1065.876831
	Iteration 95Q: 3 clusters Score -6693172 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -6693315.000000 Penalty: 1065.876831
	Iteration 96Q: 3 clusters Score -6693315 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 119820 members 
Entering Unmasked Estep 
Score: -6693493.000000 Penalty: 1065.876831
	Iteration 97Q: 3 clusters Score -6693493 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -6693615.000000 Penalty: 1065.876831
	Iteration 98Q: 3 clusters Score -6693615 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 120199 members 
Entering Unmasked Estep 
Score: -6693747.500000 Penalty: 1065.876831
	Iteration 99Q: 3 clusters Score -6693748 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -6693850.000000 Penalty: 1065.876831
	Iteration 100F: 3 clusters Score -6693850 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -6693967.000000 Penalty: 1065.876831
	Iteration 101Q: 3 clusters Score -6693967 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 120711 members 
Entering Unmasked Estep 
Score: -6694075.000000 Penalty: 1065.876831
	Iteration 102Q: 3 clusters Score -6694075 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 120868 members 
Entering Unmasked Estep 
Score: -6694212.500000 Penalty: 1065.876831
	Iteration 103Q: 3 clusters Score -6694212 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 120998 members 
Entering Unmasked Estep 
Score: -6694314.000000 Penalty: 1065.876831
	Iteration 104Q: 3 clusters Score -6694314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -6694409.500000 Penalty: 1065.876831
	Iteration 105Q: 3 clusters Score -6694410 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6694488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 121293 members 
Entering Unmasked Estep 
Score: -6694563.500000 Penalty: 1065.876831
	Iteration 107Q: 3 clusters Score -6694564 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 121371 members 
Entering Unmasked Estep 
Score: -6694632.000000 Penalty: 1065.876831
	Iteration 108Q: 3 clusters Score -6694632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 121442 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6694700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 121485 members 
Entering Unmasked Estep 
Score: -6694740.500000 Penalty: 1065.876831
	Iteration 110Q: 3 clusters Score -6694740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 121528 members 
Entering Unmasked Estep 
Score: -6694777.500000 Penalty: 1065.876831
	Iteration 111Q: 3 clusters Score -6694778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 121558 members 
Entering Unmasked Estep 
Score: -6694798.500000 Penalty: 1065.876831
	Iteration 112Q: 3 clusters Score -6694798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 121583 members 
Entering Unmasked Estep 
Score: -6694823.500000 Penalty: 1065.876831
	Iteration 113Q: 3 clusters Score -6694824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 121606 members 
Entering Unmasked Estep 
Score: -6694840.000000 Penalty: 1065.876831
	Iteration 114Q: 3 clusters Score -6694840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 121629 members 
Entering Unmasked Estep 
Score: -6694855.000000 Penalty: 1065.876831
	Iteration 115Q: 3 clusters Score -6694855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -6694872.000000 Penalty: 1065.876831
	Iteration 116Q: 3 clusters Score -6694872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 121676 members 
Entering Unmasked Estep 
Score: -6694896.500000 Penalty: 1065.876831
	Iteration 117Q: 3 clusters Score -6694896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 121697 members 
Entering Unmasked Estep 
Score: -6694906.500000 Penalty: 1065.876831
	Iteration 118Q: 3 clusters Score -6694906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 121716 members 
Entering Unmasked Estep 
Score: -6694907.500000 Penalty: 1065.876831
	Iteration 119Q: 3 clusters Score -6694908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 121731 members 
Entering Unmasked Estep 
Score: -6694926.500000 Penalty: 1065.876831
	Iteration 120F: 3 clusters Score -6694926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 121748 members 
Entering Unmasked Estep 
Score: -6694937.000000 Penalty: 1065.876831
	Iteration 121Q: 3 clusters Score -6694937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 121756 members 
Entering Unmasked Estep 
Score: -6694941.000000 Penalty: 1065.876831
	Iteration 122Q: 3 clusters Score -6694941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 121763 members 
Entering Unmasked Estep 
Score: -6694946.000000 Penalty: 1065.876831
	Iteration 123Q: 3 clusters Score -6694946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 121771 members 
Entering Unmasked Estep 
Score: -6694951.000000 Penalty: 1065.876831
	Iteration 124Q: 3 clusters Score -6694951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 121773 members 
Entering Unmasked Estep 
Score: -6694952.500000 Penalty: 1065.876831
	Iteration 125Q: 3 clusters Score -6694952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 121773 members 
Entering Unmasked Estep 
Score: -6694955.000000 Penalty: 1065.876831
	Iteration 126Q: 3 clusters Score -6694955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 121776 members 
Entering Unmasked Estep 
Score: -6694955.500000 Penalty: 1065.876831
	Iteration 127Q: 3 clusters Score -6694956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 121777 members 
Entering Unmasked Estep 
Score: -6694956.000000 Penalty: 1065.876831
	Iteration 128Q: 3 clusters Score -6694956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 121780 members 
Entering Unmasked Estep 
Score: -6694950.500000 Penalty: 1065.876831
	Iteration 129Q: 3 clusters Score -6694950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 121781 members 
Entering Unmasked Estep 
Score: -6694951.000000 Penalty: 1065.876831
	Iteration 130Q: 3 clusters Score -6694951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 121782 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6694953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 121782 members 
Entering Unmasked Estep 
Score: -6694953.000000 Penalty: 1065.876831
	Iteration 132F: 3 clusters Score -6694953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (84837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Entering Unmasked Estep 
Score: -4575671.000000 Penalty: 516.356140
	Iteration 0F: 2 clusters Score -4575671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -4519526.000000 Penalty: 1032.712280
	Iteration 0F: 3 clusters Score -4519526 nChanged 41293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4545880 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -4548429.500000 Penalty: 1032.712280
	Iteration 2F: 3 clusters Score -4548430 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -4552742.000000 Penalty: 1032.712280
	Iteration 3F: 3 clusters Score -4552742 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 67256 members 
Entering Unmasked Estep 
Score: -4559242.000000 Penalty: 1032.712280
	Iteration 4F: 3 clusters Score -4559242 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -4566361.000000 Penalty: 1032.712280
	Iteration 5F: 3 clusters Score -4566361 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -4571313.500000 Penalty: 1032.712280
	Iteration 6F: 3 clusters Score -4571314 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -4573696.500000 Penalty: 1032.712280
	Iteration 7Q: 3 clusters Score -4573696 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -4574584.000000 Penalty: 1032.712280
	Iteration 8Q: 3 clusters Score -4574584 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -4574984.000000 Penalty: 1032.712280
	Iteration 9Q: 3 clusters Score -4574984 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -4575198.500000 Penalty: 1032.712280
	Iteration 10Q: 3 clusters Score -4575198 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -4575347.500000 Penalty: 1032.712280
	Iteration 11Q: 3 clusters Score -4575348 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 83099 members 
Entering Unmasked Estep 
Score: -4575398.000000 Penalty: 1032.712280
	Iteration 12Q: 3 clusters Score -4575398 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 83110 members 
Entering Unmasked Estep 
Score: -4575443.500000 Penalty: 1032.712280
	Iteration 13Q: 3 clusters Score -4575444 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -4575467.500000 Penalty: 1032.712280
	Iteration 14Q: 3 clusters Score -4575468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 83076 members 
Entering Unmasked Estep 
Score: -4575487.500000 Penalty: 1032.712280
	Iteration 15Q: 3 clusters Score -4575488 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 83046 members 
Entering Unmasked Estep 
Score: -4575508.500000 Penalty: 1032.712280
	Iteration 16Q: 3 clusters Score -4575508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -4575535.000000 Penalty: 1032.712280
	Iteration 17Q: 3 clusters Score -4575535 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -4575554.000000 Penalty: 1032.712280
	Iteration 18Q: 3 clusters Score -4575554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -4575597.000000 Penalty: 1032.712280
	Iteration 19Q: 3 clusters Score -4575597 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -4575618.000000 Penalty: 1032.712280
	Iteration 20F: 3 clusters Score -4575618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -4575630.500000 Penalty: 1032.712280
	Iteration 21Q: 3 clusters Score -4575630 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
Score: -4575658.500000 Penalty: 1032.712280
	Iteration 22Q: 3 clusters Score -4575658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -4575670.000000 Penalty: 1032.712280
	Iteration 23Q: 3 clusters Score -4575670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -4575699.000000 Penalty: 1032.712280
	Iteration 24Q: 3 clusters Score -4575699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -4575701.000000 Penalty: 1032.712280
	Iteration 25Q: 3 clusters Score -4575701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -4575693.000000 Penalty: 1032.712280
	Iteration 26Q: 3 clusters Score -4575693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
Score: -4575696.000000 Penalty: 1032.712280
	Iteration 27Q: 3 clusters Score -4575696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -4575709.500000 Penalty: 1032.712280
	Iteration 28Q: 3 clusters Score -4575710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 82729 members 
Entering Unmasked Estep 
Score: -4575710.000000 Penalty: 1032.712280
	Iteration 29Q: 3 clusters Score -4575710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -4575710.500000 Penalty: 1032.712280
	Iteration 30Q: 3 clusters Score -4575710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 82673 members 
Entering Unmasked Estep 
Score: -4575707.000000 Penalty: 1032.712280
	Iteration 31Q: 3 clusters Score -4575707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -4575709.500000 Penalty: 1032.712280
	Iteration 32Q: 3 clusters Score -4575710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -4575708.000000 Penalty: 1032.712280
	Iteration 33Q: 3 clusters Score -4575708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -4575713.000000 Penalty: 1032.712280
	Iteration 34Q: 3 clusters Score -4575713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -4575720.500000 Penalty: 1032.712280
	Iteration 35Q: 3 clusters Score -4575720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -4575723.000000 Penalty: 1032.712280
	Iteration 36Q: 3 clusters Score -4575723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -4575721.000000 Penalty: 1032.712280
	Iteration 37Q: 3 clusters Score -4575721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -4575723.500000 Penalty: 1032.712280
	Iteration 38Q: 3 clusters Score -4575724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -4575723.500000 Penalty: 1032.712280
	Iteration 39Q: 3 clusters Score -4575724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -4575720.000000 Penalty: 1032.712280
	Iteration 40F: 3 clusters Score -4575720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -4575724.500000 Penalty: 1032.712280
	Iteration 41Q: 3 clusters Score -4575724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 82525 members 
Entering Unmasked Estep 
Score: -4575723.500000 Penalty: 1032.712280
	Iteration 42Q: 3 clusters Score -4575724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -4575720.000000 Penalty: 1032.712280
	Iteration 43Q: 3 clusters Score -4575720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -4575727.000000 Penalty: 1032.712280
	Iteration 44Q: 3 clusters Score -4575727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -4575726.000000 Penalty: 1032.712280
	Iteration 45Q: 3 clusters Score -4575726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
Score: -4575728.000000 Penalty: 1032.712280
	Iteration 46Q: 3 clusters Score -4575728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -4575719.500000 Penalty: 1032.712280
	Iteration 47Q: 3 clusters Score -4575720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -4575720.500000 Penalty: 1032.712280
	Iteration 48Q: 3 clusters Score -4575720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -4575718.500000 Penalty: 1032.712280
	Iteration 49Q: 3 clusters Score -4575718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -4575718.500000 Penalty: 1032.712280
	Iteration 50Q: 3 clusters Score -4575718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 82496 members 
Entering Unmasked Estep 
Score: -4575718.500000 Penalty: 1032.712280
	Iteration 51Q: 3 clusters Score -4575718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -4575722.000000 Penalty: 1032.712280
	Iteration 52Q: 3 clusters Score -4575722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 82491 members 
Entering Unmasked Estep 
Score: -4575726.000000 Penalty: 1032.712280
	Iteration 53Q: 3 clusters Score -4575726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 82486 members 
Entering Unmasked Estep 
Score: -4575723.500000 Penalty: 1032.712280
	Iteration 54Q: 3 clusters Score -4575724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 82480 members 
Entering Unmasked Estep 
Score: -4575726.500000 Penalty: 1032.712280
	Iteration 55Q: 3 clusters Score -4575726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 82477 members 
Entering Unmasked Estep 
Score: -4575726.000000 Penalty: 1032.712280
	Iteration 56Q: 3 clusters Score -4575726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -4575728.000000 Penalty: 1032.712280
	Iteration 57Q: 3 clusters Score -4575728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 82467 members 
Entering Unmasked Estep 
Score: -4575721.500000 Penalty: 1032.712280
	Iteration 58Q: 3 clusters Score -4575722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -4575719.000000 Penalty: 1032.712280
	Iteration 59Q: 3 clusters Score -4575719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -4575718.500000 Penalty: 1032.712280
	Iteration 60F: 3 clusters Score -4575718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -4575725.500000 Penalty: 1032.712280
	Iteration 61Q: 3 clusters Score -4575726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -4575723.000000 Penalty: 1032.712280
	Iteration 62Q: 3 clusters Score -4575723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -4575720.500000 Penalty: 1032.712280
	Iteration 63Q: 3 clusters Score -4575720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 82444 members 
Entering Unmasked Estep 
Score: -4575723.000000 Penalty: 1032.712280
	Iteration 64Q: 3 clusters Score -4575723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -4575722.500000 Penalty: 1032.712280
	Iteration 65Q: 3 clusters Score -4575722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -4575721.500000 Penalty: 1032.712280
	Iteration 66Q: 3 clusters Score -4575722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -4575721.500000 Penalty: 1032.712280
	Iteration 67F: 3 clusters Score -4575722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 71391 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 69883 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 78899 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 92028 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 97539 members 
Mstep: Class 17 contains 157089 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 122141 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 10096 members 
Mstep: Class 23 contains 133471 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 28225 members 
Mstep: Class 27 contains 120896 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 108410 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 112788 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 11454 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 1924 members 
Mstep: Class 36 contains 82443 members 
Entering Unmasked Estep 
Score: -87360904.000000 Penalty: 23527.900391
Splitting cluster 20 changes total score from -87358600.000000 to -87360904.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 21 (14733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Entering Unmasked Estep 
Score: -845453.000000 Penalty: 436.701965
	Iteration 0F: 2 clusters Score -845453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -835706.125000 Penalty: 873.403931
	Iteration 0F: 3 clusters Score -835706.1 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -839832.187500 Penalty: 873.403931
	Iteration 1F: 3 clusters Score -839832.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -840259.187500 Penalty: 873.403931
	Iteration 2F: 3 clusters Score -840259.2 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -840920.000000 Penalty: 873.403931
	Iteration 3F: 3 clusters Score -840920 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -842057.250000 Penalty: 873.403931
	Iteration 4F: 3 clusters Score -842057.2 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -843484.875000 Penalty: 873.403931
	Iteration 5F: 3 clusters Score -843484.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -844504.312500 Penalty: 873.403931
	Iteration 6F: 3 clusters Score -844504.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -844911.562500 Penalty: 873.403931
	Iteration 7Q: 3 clusters Score -844911.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -845028.437500 Penalty: 873.403931
	Iteration 8Q: 3 clusters Score -845028.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -845055.750000 Penalty: 873.403931
	Iteration 9Q: 3 clusters Score -845055.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -845075.687500 Penalty: 873.403931
	Iteration 10Q: 3 clusters Score -845075.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -845086.437500 Penalty: 873.403931
	Iteration 11Q: 3 clusters Score -845086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -845089.562500 Penalty: 873.403931
	Iteration 12Q: 3 clusters Score -845089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 26 members 
Entering Unmasked Estep 
Score: -845089.562500 Penalty: 873.403931
	Iteration 13F: 3 clusters Score -845089.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Entering Unmasked Estep 
Score: -498673.125000 Penalty: 419.505188
	Iteration 0F: 2 clusters Score -498673.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -492006.812500 Penalty: 839.010376
	Iteration 0F: 3 clusters Score -492006.8 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -494659.750000 Penalty: 839.010376
	Iteration 1F: 3 clusters Score -494659.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -494960.718750 Penalty: 839.010376
	Iteration 2F: 3 clusters Score -494960.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -495361.906250 Penalty: 839.010376
	Iteration 3F: 3 clusters Score -495361.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -495860.031250 Penalty: 839.010376
	Iteration 4F: 3 clusters Score -495860 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -496327.468750 Penalty: 839.010376
	Iteration 5F: 3 clusters Score -496327.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -496590.968750 Penalty: 839.010376
	Iteration 6Q: 3 clusters Score -496591 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -496697.312500 Penalty: 839.010376
	Iteration 7Q: 3 clusters Score -496697.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -496767.875000 Penalty: 839.010376
	Iteration 8Q: 3 clusters Score -496767.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -496837.750000 Penalty: 839.010376
	Iteration 9Q: 3 clusters Score -496837.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -496917.875000 Penalty: 839.010376
	Iteration 10Q: 3 clusters Score -496917.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -497007.531250 Penalty: 839.010376
	Iteration 11Q: 3 clusters Score -497007.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -497105.093750 Penalty: 839.010376
	Iteration 12Q: 3 clusters Score -497105.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -497217.812500 Penalty: 839.010376
	Iteration 13Q: 3 clusters Score -497217.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -497355.062500 Penalty: 839.010376
	Iteration 14Q: 3 clusters Score -497355.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -497508.406250 Penalty: 839.010376
	Iteration 15Q: 3 clusters Score -497508.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -497718.812500 Penalty: 839.010376
	Iteration 16Q: 3 clusters Score -497718.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -497941.656250 Penalty: 839.010376
	Iteration 17Q: 3 clusters Score -497941.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -498141.593750 Penalty: 839.010376
	Iteration 18Q: 3 clusters Score -498141.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -498318.437500 Penalty: 839.010376
	Iteration 19Q: 3 clusters Score -498318.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -498495.187500 Penalty: 839.010376
	Iteration 20F: 3 clusters Score -498495.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -498624.718750 Penalty: 839.010376
	Iteration 21Q: 3 clusters Score -498624.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -498685.156250 Penalty: 839.010376
	Iteration 22Q: 3 clusters Score -498685.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -498709.625000 Penalty: 839.010376
	Iteration 23Q: 3 clusters Score -498709.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -498721.687500 Penalty: 839.010376
	Iteration 24Q: 3 clusters Score -498721.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -498727.593750 Penalty: 839.010376
	Iteration 25Q: 3 clusters Score -498727.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -498734.187500 Penalty: 839.010376
	Iteration 26Q: 3 clusters Score -498734.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -498736.468750 Penalty: 839.010376
	Iteration 27Q: 3 clusters Score -498736.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -498740.093750 Penalty: 839.010376
	Iteration 28Q: 3 clusters Score -498740.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -498740.343750 Penalty: 839.010376
	Iteration 29Q: 3 clusters Score -498740.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -498742.093750 Penalty: 839.010376
	Iteration 30Q: 3 clusters Score -498742.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -498742.437500 Penalty: 839.010376
	Iteration 31Q: 3 clusters Score -498742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -498741.812500 Penalty: 839.010376
	Iteration 32Q: 3 clusters Score -498741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -498742.000000 Penalty: 839.010376
	Iteration 33Q: 3 clusters Score -498742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -498742.000000 Penalty: 839.010376
	Iteration 34F: 3 clusters Score -498742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 71391 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 69883 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 78899 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 92028 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 97539 members 
Mstep: Class 17 contains 157089 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 122141 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 133471 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 28225 members 
Mstep: Class 27 contains 120896 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 108410 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 112788 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 11454 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 1924 members 
Mstep: Class 36 contains 82443 members 
Mstep: Class 37 contains 7723 members 
Entering Unmasked Estep 
Score: -87360712.000000 Penalty: 24181.455078
Splitting cluster 22 changes total score from -87358600.000000 to -87360712.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (133471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133471 members 
Entering Unmasked Estep 
Score: -7207006.500000 Penalty: 536.974609
	Iteration 0F: 2 clusters Score -7207006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -7121662.000000 Penalty: 1073.949219
	Iteration 0F: 3 clusters Score -7121662 nChanged 65481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 73102 members 
Entering Unmasked Estep 
Score: -7161939.000000 Penalty: 1073.949219
	Iteration 1F: 3 clusters Score -7161939 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -7164857.000000 Penalty: 1073.949219
	Iteration 2F: 3 clusters Score -7164857 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -7169210.000000 Penalty: 1073.949219
	Iteration 3F: 3 clusters Score -7169210 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -7175249.500000 Penalty: 1073.949219
	Iteration 4F: 3 clusters Score -7175250 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -7183033.000000 Penalty: 1073.949219
	Iteration 5F: 3 clusters Score -7183033 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 97816 members 
Entering Unmasked Estep 
Score: -7190940.000000 Penalty: 1073.949219
	Iteration 6F: 3 clusters Score -7190940 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -7195378.000000 Penalty: 1073.949219
	Iteration 7F: 3 clusters Score -7195378 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 97321 members 
Entering Unmasked Estep 
Score: -7197239.500000 Penalty: 1073.949219
	Iteration 8Q: 3 clusters Score -7197240 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -7198607.000000 Penalty: 1073.949219
	Iteration 9Q: 3 clusters Score -7198607 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -7199896.000000 Penalty: 1073.949219
	Iteration 10Q: 3 clusters Score -7199896 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 95428 members 
Entering Unmasked Estep 
Score: -7201087.500000 Penalty: 1073.949219
	Iteration 11Q: 3 clusters Score -7201088 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 94762 members 
Entering Unmasked Estep 
Score: -7202381.500000 Penalty: 1073.949219
	Iteration 12Q: 3 clusters Score -7202382 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 94216 members 
Entering Unmasked Estep 
Score: -7203392.500000 Penalty: 1073.949219
	Iteration 13Q: 3 clusters Score -7203392 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
Score: -7204263.500000 Penalty: 1073.949219
	Iteration 14Q: 3 clusters Score -7204264 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 93120 members 
Entering Unmasked Estep 
Score: -7204933.000000 Penalty: 1073.949219
	Iteration 15Q: 3 clusters Score -7204933 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 92713 members 
Entering Unmasked Estep 
Score: -7205379.000000 Penalty: 1073.949219
	Iteration 16Q: 3 clusters Score -7205379 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -7205693.500000 Penalty: 1073.949219
	Iteration 17Q: 3 clusters Score -7205694 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 92156 members 
Entering Unmasked Estep 
Score: -7205931.500000 Penalty: 1073.949219
	Iteration 18Q: 3 clusters Score -7205932 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 91937 members 
Entering Unmasked Estep 
Score: -7206097.500000 Penalty: 1073.949219
	Iteration 19Q: 3 clusters Score -7206098 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -7206378.500000 Penalty: 1073.949219
	Iteration 20F: 3 clusters Score -7206378 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -7206576.000000 Penalty: 1073.949219
	Iteration 21Q: 3 clusters Score -7206576 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -7206684.000000 Penalty: 1073.949219
	Iteration 22Q: 3 clusters Score -7206684 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -7206799.500000 Penalty: 1073.949219
	Iteration 23Q: 3 clusters Score -7206800 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -7206883.000000 Penalty: 1073.949219
	Iteration 24Q: 3 clusters Score -7206883 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 90910 members 
Entering Unmasked Estep 
Score: -7206933.000000 Penalty: 1073.949219
	Iteration 25Q: 3 clusters Score -7206933 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 90811 members 
Entering Unmasked Estep 
Score: -7206959.000000 Penalty: 1073.949219
	Iteration 26Q: 3 clusters Score -7206959 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -7206997.000000 Penalty: 1073.949219
	Iteration 27Q: 3 clusters Score -7206997 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 90692 members 
Entering Unmasked Estep 
Score: -7207023.000000 Penalty: 1073.949219
	Iteration 28Q: 3 clusters Score -7207023 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 90648 members 
Entering Unmasked Estep 
Score: -7207023.000000 Penalty: 1073.949219
	Iteration 29Q: 3 clusters Score -7207023 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 90610 members 
Entering Unmasked Estep 
Score: -7207049.500000 Penalty: 1073.949219
	Iteration 30Q: 3 clusters Score -7207050 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -7207056.500000 Penalty: 1073.949219
	Iteration 31Q: 3 clusters Score -7207056 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -7207077.000000 Penalty: 1073.949219
	Iteration 32Q: 3 clusters Score -7207077 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -7207080.000000 Penalty: 1073.949219
	Iteration 33Q: 3 clusters Score -7207080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -7207094.000000 Penalty: 1073.949219
	Iteration 34Q: 3 clusters Score -7207094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -7207092.000000 Penalty: 1073.949219
	Iteration 35Q: 3 clusters Score -7207092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -7207083.000000 Penalty: 1073.949219
	Iteration 36Q: 3 clusters Score -7207083 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -7207100.000000 Penalty: 1073.949219
	Iteration 37Q: 3 clusters Score -7207100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 90671 members 
Entering Unmasked Estep 
Score: -7207100.500000 Penalty: 1073.949219
	Iteration 38Q: 3 clusters Score -7207100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 90656 members 
Entering Unmasked Estep 
Score: -7207113.500000 Penalty: 1073.949219
	Iteration 39Q: 3 clusters Score -7207114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 90649 members 
Entering Unmasked Estep 
Score: -7207109.000000 Penalty: 1073.949219
	Iteration 40F: 3 clusters Score -7207109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 90648 members 
Entering Unmasked Estep 
Score: -7207107.500000 Penalty: 1073.949219
	Iteration 41Q: 3 clusters Score -7207108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -7207110.000000 Penalty: 1073.949219
	Iteration 42Q: 3 clusters Score -7207110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -7207114.000000 Penalty: 1073.949219
	Iteration 43Q: 3 clusters Score -7207114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -7207121.500000 Penalty: 1073.949219
	Iteration 44Q: 3 clusters Score -7207122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -7207118.000000 Penalty: 1073.949219
	Iteration 45Q: 3 clusters Score -7207118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 90652 members 
Entering Unmasked Estep 
Score: -7207120.000000 Penalty: 1073.949219
	Iteration 46Q: 3 clusters Score -7207120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -7207118.000000 Penalty: 1073.949219
	Iteration 47Q: 3 clusters Score -7207118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -7207113.000000 Penalty: 1073.949219
	Iteration 48Q: 3 clusters Score -7207113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -7207109.500000 Penalty: 1073.949219
	Iteration 49Q: 3 clusters Score -7207110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -7207106.000000 Penalty: 1073.949219
	Iteration 50Q: 3 clusters Score -7207106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -7207109.500000 Penalty: 1073.949219
	Iteration 51Q: 3 clusters Score -7207110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -7207108.500000 Penalty: 1073.949219
	Iteration 52Q: 3 clusters Score -7207108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -7207108.500000 Penalty: 1073.949219
	Iteration 53F: 3 clusters Score -7207108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 71391 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 69883 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 78899 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 92028 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 97539 members 
Mstep: Class 17 contains 157089 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 122141 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 42824 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 28225 members 
Mstep: Class 27 contains 120896 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 108410 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 112788 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 11454 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 1924 members 
Mstep: Class 36 contains 82443 members 
Mstep: Class 37 contains 7723 members 
Mstep: Class 38 contains 90647 members 
Entering Unmasked Estep 
Score: -87359640.000000 Penalty: 24835.007812
Splitting cluster 23 changes total score from -87358600.000000 to -87359640.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (19849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Entering Unmasked Estep 
Score: -1080025.875000 Penalty: 450.263885
	Iteration 0F: 2 clusters Score -1080026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1066835.250000 Penalty: 900.527771
	Iteration 0F: 3 clusters Score -1066835 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1072873.000000 Penalty: 900.527771
	Iteration 1F: 3 clusters Score -1072873 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1073843.250000 Penalty: 900.527771
	Iteration 2F: 3 clusters Score -1073843 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1075172.500000 Penalty: 900.527771
	Iteration 3F: 3 clusters Score -1075172 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1076647.750000 Penalty: 900.527771
	Iteration 4F: 3 clusters Score -1076648 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1077565.125000 Penalty: 900.527771
	Iteration 5F: 3 clusters Score -1077565 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1077900.500000 Penalty: 900.527771
	Iteration 6Q: 3 clusters Score -1077900 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1078057.750000 Penalty: 900.527771
	Iteration 7Q: 3 clusters Score -1078058 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1078191.875000 Penalty: 900.527771
	Iteration 8Q: 3 clusters Score -1078192 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1078300.375000 Penalty: 900.527771
	Iteration 9Q: 3 clusters Score -1078300 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1078393.000000 Penalty: 900.527771
	Iteration 10Q: 3 clusters Score -1078393 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1078473.125000 Penalty: 900.527771
	Iteration 11Q: 3 clusters Score -1078473 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1078542.125000 Penalty: 900.527771
	Iteration 12Q: 3 clusters Score -1078542 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1078605.875000 Penalty: 900.527771
	Iteration 13Q: 3 clusters Score -1078606 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1078653.875000 Penalty: 900.527771
	Iteration 14Q: 3 clusters Score -1078654 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1078694.500000 Penalty: 900.527771
	Iteration 15Q: 3 clusters Score -1078694 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1078733.750000 Penalty: 900.527771
	Iteration 16Q: 3 clusters Score -1078734 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1078788.250000 Penalty: 900.527771
	Iteration 17Q: 3 clusters Score -1078788 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1078836.750000 Penalty: 900.527771
	Iteration 18Q: 3 clusters Score -1078837 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1078884.375000 Penalty: 900.527771
	Iteration 19Q: 3 clusters Score -1078884 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1078938.375000 Penalty: 900.527771
	Iteration 20F: 3 clusters Score -1078938 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1079005.875000 Penalty: 900.527771
	Iteration 21Q: 3 clusters Score -1079006 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1079085.125000 Penalty: 900.527771
	Iteration 22Q: 3 clusters Score -1079085 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1079152.250000 Penalty: 900.527771
	Iteration 23Q: 3 clusters Score -1079152 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1079215.625000 Penalty: 900.527771
	Iteration 24Q: 3 clusters Score -1079216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1079265.500000 Penalty: 900.527771
	Iteration 25Q: 3 clusters Score -1079266 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1079323.125000 Penalty: 900.527771
	Iteration 26Q: 3 clusters Score -1079323 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1079375.125000 Penalty: 900.527771
	Iteration 27Q: 3 clusters Score -1079375 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1079406.250000 Penalty: 900.527771
	Iteration 28Q: 3 clusters Score -1079406 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1079441.875000 Penalty: 900.527771
	Iteration 29Q: 3 clusters Score -1079442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1079472.500000 Penalty: 900.527771
	Iteration 30Q: 3 clusters Score -1079472 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1079498.625000 Penalty: 900.527771
	Iteration 31Q: 3 clusters Score -1079499 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1079528.000000 Penalty: 900.527771
	Iteration 32Q: 3 clusters Score -1079528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1079561.625000 Penalty: 900.527771
	Iteration 33Q: 3 clusters Score -1079562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1079583.375000 Penalty: 900.527771
	Iteration 34Q: 3 clusters Score -1079583 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1079603.500000 Penalty: 900.527771
	Iteration 35Q: 3 clusters Score -1079604 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1079622.750000 Penalty: 900.527771
	Iteration 36Q: 3 clusters Score -1079623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1079635.125000 Penalty: 900.527771
	Iteration 37Q: 3 clusters Score -1079635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1079646.125000 Penalty: 900.527771
	Iteration 38Q: 3 clusters Score -1079646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1079658.250000 Penalty: 900.527771
	Iteration 39Q: 3 clusters Score -1079658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1079667.125000 Penalty: 900.527771
	Iteration 40F: 3 clusters Score -1079667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1079671.375000 Penalty: 900.527771
	Iteration 41Q: 3 clusters Score -1079671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1079686.250000 Penalty: 900.527771
	Iteration 42Q: 3 clusters Score -1079686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1079695.500000 Penalty: 900.527771
	Iteration 43Q: 3 clusters Score -1079696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1079700.000000 Penalty: 900.527771
	Iteration 44Q: 3 clusters Score -1079700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1079708.625000 Penalty: 900.527771
	Iteration 45Q: 3 clusters Score -1079709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1079713.875000 Penalty: 900.527771
	Iteration 46Q: 3 clusters Score -1079714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1079715.000000 Penalty: 900.527771
	Iteration 47Q: 3 clusters Score -1079715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1079713.750000 Penalty: 900.527771
	Iteration 48Q: 3 clusters Score -1079714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1079718.750000 Penalty: 900.527771
	Iteration 49Q: 3 clusters Score -1079719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1079724.750000 Penalty: 900.527771
	Iteration 50Q: 3 clusters Score -1079725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1079734.625000 Penalty: 900.527771
	Iteration 51Q: 3 clusters Score -1079735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1079740.875000 Penalty: 900.527771
	Iteration 52Q: 3 clusters Score -1079741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1079746.500000 Penalty: 900.527771
	Iteration 53Q: 3 clusters Score -1079746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1079750.375000 Penalty: 900.527771
	Iteration 54Q: 3 clusters Score -1079750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1079754.125000 Penalty: 900.527771
	Iteration 55Q: 3 clusters Score -1079754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1079756.375000 Penalty: 900.527771
	Iteration 56Q: 3 clusters Score -1079756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1079757.250000 Penalty: 900.527771
	Iteration 57Q: 3 clusters Score -1079757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1079758.375000 Penalty: 900.527771
	Iteration 58Q: 3 clusters Score -1079758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1079757.250000 Penalty: 900.527771
	Iteration 59Q: 3 clusters Score -1079757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1079756.750000 Penalty: 900.527771
	Iteration 60F: 3 clusters Score -1079757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1079757.625000 Penalty: 900.527771
	Iteration 61Q: 3 clusters Score -1079758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1079759.125000 Penalty: 900.527771
	Iteration 62Q: 3 clusters Score -1079759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1079760.000000 Penalty: 900.527771
	Iteration 63Q: 3 clusters Score -1079760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1079760.875000 Penalty: 900.527771
	Iteration 64Q: 3 clusters Score -1079761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1079762.250000 Penalty: 900.527771
	Iteration 65Q: 3 clusters Score -1079762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1079762.000000 Penalty: 900.527771
	Iteration 66Q: 3 clusters Score -1079762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1079761.000000 Penalty: 900.527771
	Iteration 67Q: 3 clusters Score -1079761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1079760.000000 Penalty: 900.527771
	Iteration 68Q: 3 clusters Score -1079760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1079761.000000 Penalty: 900.527771
	Iteration 69Q: 3 clusters Score -1079761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1079763.500000 Penalty: 900.527771
	Iteration 70Q: 3 clusters Score -1079764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1079765.500000 Penalty: 900.527771
	Iteration 71Q: 3 clusters Score -1079766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1079766.750000 Penalty: 900.527771
	Iteration 72Q: 3 clusters Score -1079767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1079768.250000 Penalty: 900.527771
	Iteration 73Q: 3 clusters Score -1079768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1079768.625000 Penalty: 900.527771
	Iteration 74Q: 3 clusters Score -1079769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1079770.750000 Penalty: 900.527771
	Iteration 75Q: 3 clusters Score -1079771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1079771.750000 Penalty: 900.527771
	Iteration 76Q: 3 clusters Score -1079772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1079772.625000 Penalty: 900.527771
	Iteration 77Q: 3 clusters Score -1079773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1079772.750000 Penalty: 900.527771
	Iteration 78Q: 3 clusters Score -1079773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1079771.500000 Penalty: 900.527771
	Iteration 79Q: 3 clusters Score -1079772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1079772.250000 Penalty: 900.527771
	Iteration 80F: 3 clusters Score -1079772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1079770.750000 Penalty: 900.527771
	Iteration 81Q: 3 clusters Score -1079771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1079771.250000 Penalty: 900.527771
	Iteration 82Q: 3 clusters Score -1079771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1079770.500000 Penalty: 900.527771
	Iteration 83Q: 3 clusters Score -1079770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1079771.500000 Penalty: 900.527771
	Iteration 84Q: 3 clusters Score -1079772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1079771.500000 Penalty: 900.527771
	Iteration 85F: 3 clusters Score -1079772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -142352.937500 Penalty: 358.542206
	Iteration 0F: 2 clusters Score -142352.9 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 1347 members 
Entering Unmasked Estep 
Score: -140549.078125 Penalty: 717.084412
	Iteration 0F: 3 clusters Score -140549.1 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -141194.171875 Penalty: 717.084412
	Iteration 1F: 3 clusters Score -141194.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -141313.609375 Penalty: 717.084412
	Iteration 2F: 3 clusters Score -141313.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -141439.562500 Penalty: 717.084412
	Iteration 3F: 3 clusters Score -141439.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -141558.859375 Penalty: 717.084412
	Iteration 4F: 3 clusters Score -141558.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -141657.375000 Penalty: 717.084412
	Iteration 5F: 3 clusters Score -141657.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -141737.718750 Penalty: 717.084412
	Iteration 6Q: 3 clusters Score -141737.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -141801.812500 Penalty: 717.084412
	Iteration 7Q: 3 clusters Score -141801.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -141855.015625 Penalty: 717.084412
	Iteration 8Q: 3 clusters Score -141855 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -141900.609375 Penalty: 717.084412
	Iteration 9Q: 3 clusters Score -141900.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -141927.906250 Penalty: 717.084412
	Iteration 10Q: 3 clusters Score -141927.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -141941.031250 Penalty: 717.084412
	Iteration 11Q: 3 clusters Score -141941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -141954.562500 Penalty: 717.084412
	Iteration 12Q: 3 clusters Score -141954.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -141960.875000 Penalty: 717.084412
	Iteration 13Q: 3 clusters Score -141960.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -141964.281250 Penalty: 717.084412
	Iteration 14Q: 3 clusters Score -141964.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -141967.078125 Penalty: 717.084412
	Iteration 15Q: 3 clusters Score -141967.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -141969.593750 Penalty: 717.084412
	Iteration 16Q: 3 clusters Score -141969.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -141971.078125 Penalty: 717.084412
	Iteration 17Q: 3 clusters Score -141971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -141972.062500 Penalty: 717.084412
	Iteration 18Q: 3 clusters Score -141972.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -141973.203125 Penalty: 717.084412
	Iteration 19Q: 3 clusters Score -141973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -141973.765625 Penalty: 717.084412
	Iteration 20F: 3 clusters Score -141973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -141974.515625 Penalty: 717.084412
	Iteration 21Q: 3 clusters Score -141974.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -141976.484375 Penalty: 717.084412
	Iteration 22Q: 3 clusters Score -141976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -141978.609375 Penalty: 717.084412
	Iteration 23Q: 3 clusters Score -141978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -141979.937500 Penalty: 717.084412
	Iteration 24Q: 3 clusters Score -141979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -141980.171875 Penalty: 717.084412
	Iteration 25Q: 3 clusters Score -141980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -141980.093750 Penalty: 717.084412
	Iteration 26Q: 3 clusters Score -141980.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -141980.093750 Penalty: 717.084412
	Iteration 27F: 3 clusters Score -141980.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Entering Unmasked Estep 
Score: -1530633.625000 Penalty: 466.282318
	Iteration 0F: 2 clusters Score -1530634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1511788.500000 Penalty: 932.564636
	Iteration 0F: 3 clusters Score -1511788 nChanged 13480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1520091.625000 Penalty: 932.564636
	Iteration 1F: 3 clusters Score -1520092 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1520952.750000 Penalty: 932.564636
	Iteration 2F: 3 clusters Score -1520953 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1522213.625000 Penalty: 932.564636
	Iteration 3F: 3 clusters Score -1522214 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1523786.500000 Penalty: 932.564636
	Iteration 4F: 3 clusters Score -1523786 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -1525378.000000 Penalty: 932.564636
	Iteration 5F: 3 clusters Score -1525378 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -1526575.125000 Penalty: 932.564636
	Iteration 6F: 3 clusters Score -1526575 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -1527423.625000 Penalty: 932.564636
	Iteration 7Q: 3 clusters Score -1527424 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -1527915.375000 Penalty: 932.564636
	Iteration 8Q: 3 clusters Score -1527915 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -1528235.625000 Penalty: 932.564636
	Iteration 9Q: 3 clusters Score -1528236 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -1528424.500000 Penalty: 932.564636
	Iteration 10Q: 3 clusters Score -1528424 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -1528588.125000 Penalty: 932.564636
	Iteration 11Q: 3 clusters Score -1528588 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -1528723.250000 Penalty: 932.564636
	Iteration 12Q: 3 clusters Score -1528723 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1528854.875000 Penalty: 932.564636
	Iteration 13Q: 3 clusters Score -1528855 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -1528964.375000 Penalty: 932.564636
	Iteration 14Q: 3 clusters Score -1528964 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1529060.250000 Penalty: 932.564636
	Iteration 15Q: 3 clusters Score -1529060 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -1529149.875000 Penalty: 932.564636
	Iteration 16Q: 3 clusters Score -1529150 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -1529258.000000 Penalty: 932.564636
	Iteration 17Q: 3 clusters Score -1529258 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1529357.750000 Penalty: 932.564636
	Iteration 18Q: 3 clusters Score -1529358 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -1529450.375000 Penalty: 932.564636
	Iteration 19Q: 3 clusters Score -1529450 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -1529553.250000 Penalty: 932.564636
	Iteration 20F: 3 clusters Score -1529553 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -1529661.875000 Penalty: 932.564636
	Iteration 21Q: 3 clusters Score -1529662 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -1529757.500000 Penalty: 932.564636
	Iteration 22Q: 3 clusters Score -1529758 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -1529812.000000 Penalty: 932.564636
	Iteration 23Q: 3 clusters Score -1529812 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -1529859.500000 Penalty: 932.564636
	Iteration 24Q: 3 clusters Score -1529860 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -1529903.625000 Penalty: 932.564636
	Iteration 25Q: 3 clusters Score -1529904 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1529932.625000 Penalty: 932.564636
	Iteration 26Q: 3 clusters Score -1529933 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1529957.125000 Penalty: 932.564636
	Iteration 27Q: 3 clusters Score -1529957 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -1529973.500000 Penalty: 932.564636
	Iteration 28Q: 3 clusters Score -1529974 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1529991.125000 Penalty: 932.564636
	Iteration 29Q: 3 clusters Score -1529991 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1530009.250000 Penalty: 932.564636
	Iteration 30Q: 3 clusters Score -1530009 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1530015.875000 Penalty: 932.564636
	Iteration 31Q: 3 clusters Score -1530016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1530026.875000 Penalty: 932.564636
	Iteration 32Q: 3 clusters Score -1530027 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1530042.750000 Penalty: 932.564636
	Iteration 33Q: 3 clusters Score -1530043 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1530048.875000 Penalty: 932.564636
	Iteration 34Q: 3 clusters Score -1530049 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1530057.375000 Penalty: 932.564636
	Iteration 35Q: 3 clusters Score -1530057 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1530064.625000 Penalty: 932.564636
	Iteration 36Q: 3 clusters Score -1530065 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1530078.250000 Penalty: 932.564636
	Iteration 37Q: 3 clusters Score -1530078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -1530093.375000 Penalty: 932.564636
	Iteration 38Q: 3 clusters Score -1530093 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1530099.625000 Penalty: 932.564636
	Iteration 39Q: 3 clusters Score -1530100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1530105.000000 Penalty: 932.564636
	Iteration 40F: 3 clusters Score -1530105 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -1530109.125000 Penalty: 932.564636
	Iteration 41Q: 3 clusters Score -1530109 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1530116.000000 Penalty: 932.564636
	Iteration 42Q: 3 clusters Score -1530116 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1530124.500000 Penalty: 932.564636
	Iteration 43Q: 3 clusters Score -1530124 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1530135.625000 Penalty: 932.564636
	Iteration 44Q: 3 clusters Score -1530136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1530146.500000 Penalty: 932.564636
	Iteration 45Q: 3 clusters Score -1530146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1530150.125000 Penalty: 932.564636
	Iteration 46Q: 3 clusters Score -1530150 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1530155.500000 Penalty: 932.564636
	Iteration 47Q: 3 clusters Score -1530156 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1530171.375000 Penalty: 932.564636
	Iteration 48Q: 3 clusters Score -1530171 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1530186.750000 Penalty: 932.564636
	Iteration 49Q: 3 clusters Score -1530187 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1530192.125000 Penalty: 932.564636
	Iteration 50Q: 3 clusters Score -1530192 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1530208.625000 Penalty: 932.564636
	Iteration 51Q: 3 clusters Score -1530209 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1530222.500000 Penalty: 932.564636
	Iteration 52Q: 3 clusters Score -1530222 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1530238.750000 Penalty: 932.564636
	Iteration 53Q: 3 clusters Score -1530239 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1530261.375000 Penalty: 932.564636
	Iteration 54Q: 3 clusters Score -1530261 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1530280.750000 Penalty: 932.564636
	Iteration 55Q: 3 clusters Score -1530281 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1530286.375000 Penalty: 932.564636
	Iteration 56Q: 3 clusters Score -1530286 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1530304.125000 Penalty: 932.564636
	Iteration 57Q: 3 clusters Score -1530304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1530314.875000 Penalty: 932.564636
	Iteration 58Q: 3 clusters Score -1530315 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1530328.500000 Penalty: 932.564636
	Iteration 59Q: 3 clusters Score -1530328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1530340.125000 Penalty: 932.564636
	Iteration 60F: 3 clusters Score -1530340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1530348.875000 Penalty: 932.564636
	Iteration 61Q: 3 clusters Score -1530349 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1530350.250000 Penalty: 932.564636
	Iteration 62Q: 3 clusters Score -1530350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1530366.250000 Penalty: 932.564636
	Iteration 63Q: 3 clusters Score -1530366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1530372.375000 Penalty: 932.564636
	Iteration 64Q: 3 clusters Score -1530372 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1530375.125000 Penalty: 932.564636
	Iteration 65Q: 3 clusters Score -1530375 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1530389.375000 Penalty: 932.564636
	Iteration 66Q: 3 clusters Score -1530389 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1530395.875000 Penalty: 932.564636
	Iteration 67Q: 3 clusters Score -1530396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1530400.625000 Penalty: 932.564636
	Iteration 68Q: 3 clusters Score -1530401 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1530410.625000 Penalty: 932.564636
	Iteration 69Q: 3 clusters Score -1530411 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1530416.500000 Penalty: 932.564636
	Iteration 70Q: 3 clusters Score -1530416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1530427.375000 Penalty: 932.564636
	Iteration 71Q: 3 clusters Score -1530427 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1530429.250000 Penalty: 932.564636
	Iteration 72Q: 3 clusters Score -1530429 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1530438.750000 Penalty: 932.564636
	Iteration 73Q: 3 clusters Score -1530439 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1530446.375000 Penalty: 932.564636
	Iteration 74Q: 3 clusters Score -1530446 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1530446.875000 Penalty: 932.564636
	Iteration 75Q: 3 clusters Score -1530447 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1530454.500000 Penalty: 932.564636
	Iteration 76Q: 3 clusters Score -1530454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1530462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1530467 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1530473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1530476.125000 Penalty: 932.564636
	Iteration 80F: 3 clusters Score -1530476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1530482 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1530486.750000 Penalty: 932.564636
	Iteration 82Q: 3 clusters Score -1530487 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1530491.875000 Penalty: 932.564636
	Iteration 83Q: 3 clusters Score -1530492 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1530502.875000 Penalty: 932.564636
	Iteration 84Q: 3 clusters Score -1530503 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1530503 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1530516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1530520.625000 Penalty: 932.564636
	Iteration 87Q: 3 clusters Score -1530521 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1530527 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1530540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1530545 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1530554.750000 Penalty: 932.564636
	Iteration 91Q: 3 clusters Score -1530555 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1530557 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1530573 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1530582 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1530589 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1530598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1530608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1530616.000000 Penalty: 932.564636
	Iteration 98Q: 3 clusters Score -1530616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1530620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1530633.500000 Penalty: 932.564636
	Iteration 100F: 3 clusters Score -1530634 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1530636 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1530655 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1530662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1530671 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1530675 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1530677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1530683 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1530692.000000 Penalty: 932.564636
	Iteration 108Q: 3 clusters Score -1530692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1530700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1530706.250000 Penalty: 932.564636
	Iteration 110Q: 3 clusters Score -1530706 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1530714.125000 Penalty: 932.564636
	Iteration 111Q: 3 clusters Score -1530714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1530721.375000 Penalty: 932.564636
	Iteration 112Q: 3 clusters Score -1530721 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1530731.625000 Penalty: 932.564636
	Iteration 113Q: 3 clusters Score -1530732 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1530733.625000 Penalty: 932.564636
	Iteration 114Q: 3 clusters Score -1530734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1530732.625000 Penalty: 932.564636
	Iteration 115Q: 3 clusters Score -1530733 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1530743.500000 Penalty: 932.564636
	Iteration 116Q: 3 clusters Score -1530744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1530747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1530751.500000 Penalty: 932.564636
	Iteration 118Q: 3 clusters Score -1530752 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1530755.375000 Penalty: 932.564636
	Iteration 119Q: 3 clusters Score -1530755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1530758.250000 Penalty: 932.564636
	Iteration 120F: 3 clusters Score -1530758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1530761.875000 Penalty: 932.564636
	Iteration 121Q: 3 clusters Score -1530762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1530764.500000 Penalty: 932.564636
	Iteration 122Q: 3 clusters Score -1530764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1530776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1530774.625000 Penalty: 932.564636
	Iteration 124Q: 3 clusters Score -1530775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1530781.000000 Penalty: 932.564636
	Iteration 125Q: 3 clusters Score -1530781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1530772.625000 Penalty: 932.564636
	Iteration 126Q: 3 clusters Score -1530773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1530781.500000 Penalty: 932.564636
	Iteration 127Q: 3 clusters Score -1530782 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1530784 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1530787.500000 Penalty: 932.564636
	Iteration 129Q: 3 clusters Score -1530788 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1530788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1530792.000000 Penalty: 932.564636
	Iteration 131Q: 3 clusters Score -1530792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1530794.625000 Penalty: 932.564636
	Iteration 132Q: 3 clusters Score -1530795 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1530798.500000 Penalty: 932.564636
	Iteration 133Q: 3 clusters Score -1530798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1530801.375000 Penalty: 932.564636
	Iteration 134Q: 3 clusters Score -1530801 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1530806.625000 Penalty: 932.564636
	Iteration 135Q: 3 clusters Score -1530807 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1530810.500000 Penalty: 932.564636
	Iteration 136Q: 3 clusters Score -1530810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1530814.250000 Penalty: 932.564636
	Iteration 137Q: 3 clusters Score -1530814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1530818.375000 Penalty: 932.564636
	Iteration 138Q: 3 clusters Score -1530818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1530822.000000 Penalty: 932.564636
	Iteration 139Q: 3 clusters Score -1530822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1530827.250000 Penalty: 932.564636
	Iteration 140F: 3 clusters Score -1530827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1530828.625000 Penalty: 932.564636
	Iteration 141Q: 3 clusters Score -1530829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1530830.500000 Penalty: 932.564636
	Iteration 142Q: 3 clusters Score -1530830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1530836.750000 Penalty: 932.564636
	Iteration 143Q: 3 clusters Score -1530837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1530837.875000 Penalty: 932.564636
	Iteration 144Q: 3 clusters Score -1530838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1530842.125000 Penalty: 932.564636
	Iteration 145Q: 3 clusters Score -1530842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1530839.250000 Penalty: 932.564636
	Iteration 146Q: 3 clusters Score -1530839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1530840.625000 Penalty: 932.564636
	Iteration 147Q: 3 clusters Score -1530841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1530843.125000 Penalty: 932.564636
	Iteration 148Q: 3 clusters Score -1530843 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1530845.625000 Penalty: 932.564636
	Iteration 149Q: 3 clusters Score -1530846 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1530847.000000 Penalty: 932.564636
	Iteration 150Q: 3 clusters Score -1530847 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1530844.750000 Penalty: 932.564636
	Iteration 151Q: 3 clusters Score -1530845 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1530847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1530849.625000 Penalty: 932.564636
	Iteration 153Q: 3 clusters Score -1530850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1530851.000000 Penalty: 932.564636
	Iteration 154Q: 3 clusters Score -1530851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1530848.750000 Penalty: 932.564636
	Iteration 155Q: 3 clusters Score -1530849 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1530848 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1530849 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1530856.500000 Penalty: 932.564636
	Iteration 158Q: 3 clusters Score -1530856 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1530856 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1530863.625000 Penalty: 932.564636
	Iteration 160F: 3 clusters Score -1530864 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1530867 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1530869 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1530868 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1530874 nChanged 46
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Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1530878.750000 Penalty: 932.564636
	Iteration 165Q: 3 clusters Score -1530879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1530878.125000 Penalty: 932.564636
	Iteration 166Q: 3 clusters Score -1530878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1530885.750000 Penalty: 932.564636
	Iteration 167Q: 3 clusters Score -1530886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1530886.625000 Penalty: 932.564636
	Iteration 168Q: 3 clusters Score -1530887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1530897.750000 Penalty: 932.564636
	Iteration 169Q: 3 clusters Score -1530898 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1530903.625000 Penalty: 932.564636
	Iteration 170Q: 3 clusters Score -1530904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1530907.875000 Penalty: 932.564636
	Iteration 171Q: 3 clusters Score -1530908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1530907.000000 Penalty: 932.564636
	Iteration 172Q: 3 clusters Score -1530907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1530913.750000 Penalty: 932.564636
	Iteration 173Q: 3 clusters Score -1530914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1530922.500000 Penalty: 932.564636
	Iteration 174Q: 3 clusters Score -1530922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1530927.250000 Penalty: 932.564636
	Iteration 175Q: 3 clusters Score -1530927 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1530928.250000 Penalty: 932.564636
	Iteration 176Q: 3 clusters Score -1530928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1530932.000000 Penalty: 932.564636
	Iteration 177Q: 3 clusters Score -1530932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1530934.000000 Penalty: 932.564636
	Iteration 178Q: 3 clusters Score -1530934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1530936.250000 Penalty: 932.564636
	Iteration 179Q: 3 clusters Score -1530936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1530944.875000 Penalty: 932.564636
	Iteration 180F: 3 clusters Score -1530945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1530944.375000 Penalty: 932.564636
	Iteration 181Q: 3 clusters Score -1530944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1530953.500000 Penalty: 932.564636
	Iteration 182Q: 3 clusters Score -1530954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1530954.750000 Penalty: 932.564636
	Iteration 183Q: 3 clusters Score -1530955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1530959.500000 Penalty: 932.564636
	Iteration 184Q: 3 clusters Score -1530960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1530955.750000 Penalty: 932.564636
	Iteration 185Q: 3 clusters Score -1530956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1530958.500000 Penalty: 932.564636
	Iteration 186Q: 3 clusters Score -1530958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1530959.250000 Penalty: 932.564636
	Iteration 187Q: 3 clusters Score -1530959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1530954.750000 Penalty: 932.564636
	Iteration 188Q: 3 clusters Score -1530955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1530957.250000 Penalty: 932.564636
	Iteration 189Q: 3 clusters Score -1530957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1530957.250000 Penalty: 932.564636
	Iteration 190Q: 3 clusters Score -1530957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1530962.125000 Penalty: 932.564636
	Iteration 191Q: 3 clusters Score -1530962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1530961.250000 Penalty: 932.564636
	Iteration 192Q: 3 clusters Score -1530961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1530959.250000 Penalty: 932.564636
	Iteration 193Q: 3 clusters Score -1530959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1530959.625000 Penalty: 932.564636
	Iteration 194Q: 3 clusters Score -1530960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1530960.125000 Penalty: 932.564636
	Iteration 195Q: 3 clusters Score -1530960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1530961.000000 Penalty: 932.564636
	Iteration 196Q: 3 clusters Score -1530961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1530958.625000 Penalty: 932.564636
	Iteration 197Q: 3 clusters Score -1530959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1530959.250000 Penalty: 932.564636
	Iteration 198Q: 3 clusters Score -1530959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1530960.250000 Penalty: 932.564636
	Iteration 199Q: 3 clusters Score -1530960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1530962.750000 Penalty: 932.564636
	Iteration 200F: 3 clusters Score -1530963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1530962.750000 Penalty: 932.564636
	Iteration 201Q: 3 clusters Score -1530963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1530959.750000 Penalty: 932.564636
	Iteration 202Q: 3 clusters Score -1530960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1530960.875000 Penalty: 932.564636
	Iteration 203Q: 3 clusters Score -1530961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1530963.625000 Penalty: 932.564636
	Iteration 204Q: 3 clusters Score -1530964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1530964.625000 Penalty: 932.564636
	Iteration 205Q: 3 clusters Score -1530965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1530963.500000 Penalty: 932.564636
	Iteration 206Q: 3 clusters Score -1530964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1530963.875000 Penalty: 932.564636
	Iteration 207Q: 3 clusters Score -1530964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1530964.375000 Penalty: 932.564636
	Iteration 208Q: 3 clusters Score -1530964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1530965.875000 Penalty: 932.564636
	Iteration 209Q: 3 clusters Score -1530966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1530964.750000 Penalty: 932.564636
	Iteration 210Q: 3 clusters Score -1530965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1530965.250000 Penalty: 932.564636
	Iteration 211Q: 3 clusters Score -1530965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1530970.375000 Penalty: 932.564636
	Iteration 212Q: 3 clusters Score -1530970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1530968.250000 Penalty: 932.564636
	Iteration 213Q: 3 clusters Score -1530968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1530966.125000 Penalty: 932.564636
	Iteration 214Q: 3 clusters Score -1530966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1530966.125000 Penalty: 932.564636
	Iteration 215Q: 3 clusters Score -1530966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1530965.375000 Penalty: 932.564636
	Iteration 216Q: 3 clusters Score -1530965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1530967.125000 Penalty: 932.564636
	Iteration 217Q: 3 clusters Score -1530967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1530967.125000 Penalty: 932.564636
	Iteration 218F: 3 clusters Score -1530967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 71391 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 69883 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 78899 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 92028 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 97539 members 
Mstep: Class 17 contains 157089 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 122141 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 42824 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 22802 members 
Mstep: Class 27 contains 120896 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 108410 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 112788 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 11454 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 1924 members 
Mstep: Class 36 contains 82443 members 
Mstep: Class 37 contains 7723 members 
Mstep: Class 38 contains 90647 members 
Mstep: Class 39 contains 5423 members 
Entering Unmasked Estep 
Score: -87360152.000000 Penalty: 25488.560547
Splitting cluster 26 changes total score from -87358600.000000 to -87360152.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 27 (120896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120896 members 
Entering Unmasked Estep 
Score: -6261706.000000 Penalty: 532.472229
	Iteration 0F: 2 clusters Score -6261706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -6179974.000000 Penalty: 1064.944458
	Iteration 0F: 3 clusters Score -6179974 nChanged 59175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -6216219.000000 Penalty: 1064.944458
	Iteration 1F: 3 clusters Score -6216219 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -6218248.500000 Penalty: 1064.944458
	Iteration 2Q: 3 clusters Score -6218248 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -6221345.000000 Penalty: 1064.944458
	Iteration 3F: 3 clusters Score -6221345 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75336 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -6226214.500000 Penalty: 1064.944458
	Iteration 4F: 3 clusters Score -6226214 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -6233042.500000 Penalty: 1064.944458
	Iteration 5F: 3 clusters Score -6233042 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -6240408.500000 Penalty: 1064.944458
	Iteration 6F: 3 clusters Score -6240408 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -6244936.500000 Penalty: 1064.944458
	Iteration 7F: 3 clusters Score -6244936 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92029 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -6246965.500000 Penalty: 1064.944458
	Iteration 8Q: 3 clusters Score -6246966 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -6248058.500000 Penalty: 1064.944458
	Iteration 9Q: 3 clusters Score -6248058 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96462 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -6248993.500000 Penalty: 1064.944458
	Iteration 10Q: 3 clusters Score -6248994 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98473 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -6249979.500000 Penalty: 1064.944458
	Iteration 11Q: 3 clusters Score -6249980 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100415 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -6250908.000000 Penalty: 1064.944458
	Iteration 12Q: 3 clusters Score -6250908 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102314 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -6251859.500000 Penalty: 1064.944458
	Iteration 13Q: 3 clusters Score -6251860 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104162 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -6252809.500000 Penalty: 1064.944458
	Iteration 14Q: 3 clusters Score -6252810 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105881 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -6253652.000000 Penalty: 1064.944458
	Iteration 15Q: 3 clusters Score -6253652 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107534 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -6254467.000000 Penalty: 1064.944458
	Iteration 16Q: 3 clusters Score -6254467 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109090 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -6255277.500000 Penalty: 1064.944458
	Iteration 17Q: 3 clusters Score -6255278 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110510 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -6255980.500000 Penalty: 1064.944458
	Iteration 18Q: 3 clusters Score -6255980 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111862 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -6256718.000000 Penalty: 1064.944458
	Iteration 19Q: 3 clusters Score -6256718 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113100 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -6257388.500000 Penalty: 1064.944458
	Iteration 20F: 3 clusters Score -6257388 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114214 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -6258006.000000 Penalty: 1064.944458
	Iteration 21Q: 3 clusters Score -6258006 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -6258523.500000 Penalty: 1064.944458
	Iteration 22Q: 3 clusters Score -6258524 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116036 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -6259020.000000 Penalty: 1064.944458
	Iteration 23Q: 3 clusters Score -6259020 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116765 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -6259419.500000 Penalty: 1064.944458
	Iteration 24Q: 3 clusters Score -6259420 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117436 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -6259800.500000 Penalty: 1064.944458
	Iteration 25Q: 3 clusters Score -6259800 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117990 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6260096.000000 Penalty: 1064.944458
	Iteration 26Q: 3 clusters Score -6260096 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6260350.000000 Penalty: 1064.944458
	Iteration 27Q: 3 clusters Score -6260350 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6260522.500000 Penalty: 1064.944458
	Iteration 28Q: 3 clusters Score -6260522 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119061 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6260659.000000 Penalty: 1064.944458
	Iteration 29Q: 3 clusters Score -6260659 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119314 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6260788.000000 Penalty: 1064.944458
	Iteration 30Q: 3 clusters Score -6260788 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119526 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6260893.500000 Penalty: 1064.944458
	Iteration 31Q: 3 clusters Score -6260894 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119698 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6261000.500000 Penalty: 1064.944458
	Iteration 32Q: 3 clusters Score -6261000 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119837 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6261049.000000 Penalty: 1064.944458
	Iteration 33Q: 3 clusters Score -6261049 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119949 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6261093.000000 Penalty: 1064.944458
	Iteration 34Q: 3 clusters Score -6261093 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120042 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6261132.500000 Penalty: 1064.944458
	Iteration 35Q: 3 clusters Score -6261132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6261184.000000 Penalty: 1064.944458
	Iteration 36Q: 3 clusters Score -6261184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120186 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6261205.000000 Penalty: 1064.944458
	Iteration 37Q: 3 clusters Score -6261205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120241 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6261225.500000 Penalty: 1064.944458
	Iteration 38Q: 3 clusters Score -6261226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6261241.500000 Penalty: 1064.944458
	Iteration 39Q: 3 clusters Score -6261242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120325 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6261256.500000 Penalty: 1064.944458
	Iteration 40F: 3 clusters Score -6261256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120358 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6261263.000000 Penalty: 1064.944458
	Iteration 41Q: 3 clusters Score -6261263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120390 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6261282.000000 Penalty: 1064.944458
	Iteration 42Q: 3 clusters Score -6261282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120406 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6261289.000000 Penalty: 1064.944458
	Iteration 43Q: 3 clusters Score -6261289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120417 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6261295.000000 Penalty: 1064.944458
	Iteration 44Q: 3 clusters Score -6261295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120434 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6261301.500000 Penalty: 1064.944458
	Iteration 45Q: 3 clusters Score -6261302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120443 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6261300.000000 Penalty: 1064.944458
	Iteration 46Q: 3 clusters Score -6261300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120451 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6261307.500000 Penalty: 1064.944458
	Iteration 47Q: 3 clusters Score -6261308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6261304.500000 Penalty: 1064.944458
	Iteration 48Q: 3 clusters Score -6261304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120466 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6261310.500000 Penalty: 1064.944458
	Iteration 49Q: 3 clusters Score -6261310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120469 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6261308.000000 Penalty: 1064.944458
	Iteration 50Q: 3 clusters Score -6261308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120471 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6261315.500000 Penalty: 1064.944458
	Iteration 51Q: 3 clusters Score -6261316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120477 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6261314.500000 Penalty: 1064.944458
	Iteration 52Q: 3 clusters Score -6261314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120486 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6261317.500000 Penalty: 1064.944458
	Iteration 53Q: 3 clusters Score -6261318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120492 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6261317.500000 Penalty: 1064.944458
	Iteration 54Q: 3 clusters Score -6261318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120494 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6261318.000000 Penalty: 1064.944458
	Iteration 55Q: 3 clusters Score -6261318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120494 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6261319.000000 Penalty: 1064.944458
	Iteration 56Q: 3 clusters Score -6261319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120495 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6261318.000000 Penalty: 1064.944458
	Iteration 57Q: 3 clusters Score -6261318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120496 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6261317.500000 Penalty: 1064.944458
	Iteration 58Q: 3 clusters Score -6261318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120496 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6261317.500000 Penalty: 1064.944458
	Iteration 59F: 3 clusters Score -6261318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -7004.322754 Penalty: 237.279572
	Iteration 0F: 2 clusters Score -7004.323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -6758.098633 Penalty: 474.559143
	Iteration 0F: 3 clusters Score -6758.099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6822.444336 Penalty: 474.559143
	Iteration 1F: 3 clusters Score -6822.444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -6837.936523 Penalty: 474.559143
	Iteration 2F: 3 clusters Score -6837.937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6847.085449 Penalty: 474.559143
	Iteration 3Q: 3 clusters Score -6847.085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6853.248535 Penalty: 474.559143
	Iteration 4Q: 3 clusters Score -6853.249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6862.118164 Penalty: 474.559143
	Iteration 5Q: 3 clusters Score -6862.118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6865.975098 Penalty: 474.559143
	Iteration 6Q: 3 clusters Score -6865.975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6871.126953 Penalty: 474.559143
	Iteration 7Q: 3 clusters Score -6871.127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6871.606445 Penalty: 474.559143
	Iteration 8Q: 3 clusters Score -6871.606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6872.107422 Penalty: 474.559143
	Iteration 9Q: 3 clusters Score -6872.107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6872.107422 Penalty: 474.559143
	Iteration 10F: 3 clusters Score -6872.107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (108410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Entering Unmasked Estep 
Score: -5745539.500000 Penalty: 527.512268
	Iteration 0F: 2 clusters Score -5745540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -5675472.000000 Penalty: 1055.024536
	Iteration 0F: 3 clusters Score -5675472 nChanged 52867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -5713198.500000 Penalty: 1055.024536
	Iteration 1F: 3 clusters Score -5713198 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -5719046.000000 Penalty: 1055.024536
	Iteration 2F: 3 clusters Score -5719046 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -5726356.000000 Penalty: 1055.024536
	Iteration 3F: 3 clusters Score -5726356 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -5733492.500000 Penalty: 1055.024536
	Iteration 4F: 3 clusters Score -5733492 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91476 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -5739275.500000 Penalty: 1055.024536
	Iteration 5F: 3 clusters Score -5739276 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97035 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -5742955.500000 Penalty: 1055.024536
	Iteration 6F: 3 clusters Score -5742956 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -5744862.500000 Penalty: 1055.024536
	Iteration 7Q: 3 clusters Score -5744862 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103111 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -5746034.500000 Penalty: 1055.024536
	Iteration 8Q: 3 clusters Score -5746034 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104559 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -5746664.500000 Penalty: 1055.024536
	Iteration 9Q: 3 clusters Score -5746664 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5747010.500000 Penalty: 1055.024536
	Iteration 10Q: 3 clusters Score -5747010 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5747069.000000 Penalty: 1055.024536
	Iteration 11Q: 3 clusters Score -5747069 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106160 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5747056.000000 Penalty: 1055.024536
	Iteration 12Q: 3 clusters Score -5747056 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5747009.000000 Penalty: 1055.024536
	Iteration 13Q: 3 clusters Score -5747009 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5746991.000000 Penalty: 1055.024536
	Iteration 14Q: 3 clusters Score -5746991 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106668 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5746952.000000 Penalty: 1055.024536
	Iteration 15Q: 3 clusters Score -5746952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106774 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5746930.500000 Penalty: 1055.024536
	Iteration 16Q: 3 clusters Score -5746930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106857 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5746916.000000 Penalty: 1055.024536
	Iteration 17Q: 3 clusters Score -5746916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5746885.000000 Penalty: 1055.024536
	Iteration 18Q: 3 clusters Score -5746885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106956 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5746862.000000 Penalty: 1055.024536
	Iteration 19Q: 3 clusters Score -5746862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106990 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5746845.500000 Penalty: 1055.024536
	Iteration 20F: 3 clusters Score -5746846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5746827.000000 Penalty: 1055.024536
	Iteration 21Q: 3 clusters Score -5746827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107048 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5746818.500000 Penalty: 1055.024536
	Iteration 22Q: 3 clusters Score -5746818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5746803.500000 Penalty: 1055.024536
	Iteration 23Q: 3 clusters Score -5746804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107074 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5746792.500000 Penalty: 1055.024536
	Iteration 24Q: 3 clusters Score -5746792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5746791.500000 Penalty: 1055.024536
	Iteration 25Q: 3 clusters Score -5746792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5746784.500000 Penalty: 1055.024536
	Iteration 26Q: 3 clusters Score -5746784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5746777.000000 Penalty: 1055.024536
	Iteration 27Q: 3 clusters Score -5746777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107096 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5746777.500000 Penalty: 1055.024536
	Iteration 28Q: 3 clusters Score -5746778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107097 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5746774.000000 Penalty: 1055.024536
	Iteration 29Q: 3 clusters Score -5746774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5746778.000000 Penalty: 1055.024536
	Iteration 30Q: 3 clusters Score -5746778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107098 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5746778.000000 Penalty: 1055.024536
	Iteration 31F: 3 clusters Score -5746778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 71391 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 69883 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 78899 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 92028 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 97539 members 
Mstep: Class 17 contains 157089 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 122141 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 42824 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 22802 members 
Mstep: Class 27 contains 120896 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 107098 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 112788 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 11454 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 1924 members 
Mstep: Class 36 contains 82443 members 
Mstep: Class 37 contains 7723 members 
Mstep: Class 38 contains 90647 members 
Mstep: Class 39 contains 5423 members 
Mstep: Class 40 contains 1312 members 
Entering Unmasked Estep 
Score: -87361976.000000 Penalty: 26142.113281
Splitting cluster 29 changes total score from -87358600.000000 to -87361976.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 30 (10746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Entering Unmasked Estep 
Score: -584953.437500 Penalty: 422.344116
	Iteration 0F: 2 clusters Score -584953.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -577814.000000 Penalty: 844.688232
	Iteration 0F: 3 clusters Score -577814 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -580623.000000 Penalty: 844.688232
	Iteration 1F: 3 clusters Score -580623 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -580838.812500 Penalty: 844.688232
	Iteration 2Q: 3 clusters Score -580838.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -581155.187500 Penalty: 844.688232
	Iteration 3F: 3 clusters Score -581155.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -581600.125000 Penalty: 844.688232
	Iteration 4F: 3 clusters Score -581600.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -582091.937500 Penalty: 844.688232
	Iteration 5F: 3 clusters Score -582091.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -582589.500000 Penalty: 844.688232
	Iteration 6F: 3 clusters Score -582589.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -582892.750000 Penalty: 844.688232
	Iteration 7F: 3 clusters Score -582892.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -583029.000000 Penalty: 844.688232
	Iteration 8Q: 3 clusters Score -583029 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -583100.687500 Penalty: 844.688232
	Iteration 9Q: 3 clusters Score -583100.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -583149.875000 Penalty: 844.688232
	Iteration 10Q: 3 clusters Score -583149.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -583200.812500 Penalty: 844.688232
	Iteration 11Q: 3 clusters Score -583200.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -583261.812500 Penalty: 844.688232
	Iteration 12Q: 3 clusters Score -583261.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -583313.187500 Penalty: 844.688232
	Iteration 13Q: 3 clusters Score -583313.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -583362.625000 Penalty: 844.688232
	Iteration 14Q: 3 clusters Score -583362.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -583418.000000 Penalty: 844.688232
	Iteration 15Q: 3 clusters Score -583418 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -583478.875000 Penalty: 844.688232
	Iteration 16Q: 3 clusters Score -583478.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -583539.625000 Penalty: 844.688232
	Iteration 17Q: 3 clusters Score -583539.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -583602.125000 Penalty: 844.688232
	Iteration 18Q: 3 clusters Score -583602.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -583660.062500 Penalty: 844.688232
	Iteration 19Q: 3 clusters Score -583660.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -583718.000000 Penalty: 844.688232
	Iteration 20F: 3 clusters Score -583718 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -583782.750000 Penalty: 844.688232
	Iteration 21Q: 3 clusters Score -583782.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -583842.687500 Penalty: 844.688232
	Iteration 22Q: 3 clusters Score -583842.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -583904.250000 Penalty: 844.688232
	Iteration 23Q: 3 clusters Score -583904.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -583962.000000 Penalty: 844.688232
	Iteration 24Q: 3 clusters Score -583962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -584007.562500 Penalty: 844.688232
	Iteration 25Q: 3 clusters Score -584007.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -584051.500000 Penalty: 844.688232
	Iteration 26Q: 3 clusters Score -584051.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -584090.125000 Penalty: 844.688232
	Iteration 27Q: 3 clusters Score -584090.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -584120.000000 Penalty: 844.688232
	Iteration 28Q: 3 clusters Score -584120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -584144.937500 Penalty: 844.688232
	Iteration 29Q: 3 clusters Score -584144.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -584168.750000 Penalty: 844.688232
	Iteration 30Q: 3 clusters Score -584168.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -584191.625000 Penalty: 844.688232
	Iteration 31Q: 3 clusters Score -584191.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -584210.875000 Penalty: 844.688232
	Iteration 32Q: 3 clusters Score -584210.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -584224.687500 Penalty: 844.688232
	Iteration 33Q: 3 clusters Score -584224.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -584233.937500 Penalty: 844.688232
	Iteration 34Q: 3 clusters Score -584233.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -584239.375000 Penalty: 844.688232
	Iteration 35Q: 3 clusters Score -584239.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -584243.062500 Penalty: 844.688232
	Iteration 36Q: 3 clusters Score -584243.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -584249.250000 Penalty: 844.688232
	Iteration 37Q: 3 clusters Score -584249.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -584257.875000 Penalty: 844.688232
	Iteration 38Q: 3 clusters Score -584257.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -584260.187500 Penalty: 844.688232
	Iteration 39Q: 3 clusters Score -584260.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -584261.375000 Penalty: 844.688232
	Iteration 40F: 3 clusters Score -584261.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -584264.187500 Penalty: 844.688232
	Iteration 41Q: 3 clusters Score -584264.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -584266.875000 Penalty: 844.688232
	Iteration 42Q: 3 clusters Score -584266.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -584267.500000 Penalty: 844.688232
	Iteration 43Q: 3 clusters Score -584267.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -584272.125000 Penalty: 844.688232
	Iteration 44Q: 3 clusters Score -584272.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -584274.937500 Penalty: 844.688232
	Iteration 45Q: 3 clusters Score -584274.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -584280.312500 Penalty: 844.688232
	Iteration 46Q: 3 clusters Score -584280.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -584287.437500 Penalty: 844.688232
	Iteration 47Q: 3 clusters Score -584287.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -584293.687500 Penalty: 844.688232
	Iteration 48Q: 3 clusters Score -584293.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -584299.500000 Penalty: 844.688232
	Iteration 49Q: 3 clusters Score -584299.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -584305.875000 Penalty: 844.688232
	Iteration 50Q: 3 clusters Score -584305.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -584314.437500 Penalty: 844.688232
	Iteration 51Q: 3 clusters Score -584314.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -584322.687500 Penalty: 844.688232
	Iteration 52Q: 3 clusters Score -584322.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -584332.000000 Penalty: 844.688232
	Iteration 53Q: 3 clusters Score -584332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -584339.125000 Penalty: 844.688232
	Iteration 54Q: 3 clusters Score -584339.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -584345.562500 Penalty: 844.688232
	Iteration 55Q: 3 clusters Score -584345.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -584352.562500 Penalty: 844.688232
	Iteration 56Q: 3 clusters Score -584352.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -584363.062500 Penalty: 844.688232
	Iteration 57Q: 3 clusters Score -584363.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -584372.812500 Penalty: 844.688232
	Iteration 58Q: 3 clusters Score -584372.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -584383.500000 Penalty: 844.688232
	Iteration 59Q: 3 clusters Score -584383.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -584395.000000 Penalty: 844.688232
	Iteration 60F: 3 clusters Score -584395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -584411.187500 Penalty: 844.688232
	Iteration 61Q: 3 clusters Score -584411.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -584423.250000 Penalty: 844.688232
	Iteration 62Q: 3 clusters Score -584423.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -584429.500000 Penalty: 844.688232
	Iteration 63Q: 3 clusters Score -584429.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -584439.187500 Penalty: 844.688232
	Iteration 64Q: 3 clusters Score -584439.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -584447.625000 Penalty: 844.688232
	Iteration 65Q: 3 clusters Score -584447.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -584458.062500 Penalty: 844.688232
	Iteration 66Q: 3 clusters Score -584458.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -584466.875000 Penalty: 844.688232
	Iteration 67Q: 3 clusters Score -584466.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -584474.125000 Penalty: 844.688232
	Iteration 68Q: 3 clusters Score -584474.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -584481.375000 Penalty: 844.688232
	Iteration 69Q: 3 clusters Score -584481.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -584487.312500 Penalty: 844.688232
	Iteration 70Q: 3 clusters Score -584487.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -584493.062500 Penalty: 844.688232
	Iteration 71Q: 3 clusters Score -584493.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -584498.000000 Penalty: 844.688232
	Iteration 72Q: 3 clusters Score -584498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -584503.937500 Penalty: 844.688232
	Iteration 73Q: 3 clusters Score -584503.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -584512.625000 Penalty: 844.688232
	Iteration 74Q: 3 clusters Score -584512.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -584520.562500 Penalty: 844.688232
	Iteration 75Q: 3 clusters Score -584520.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -584527.000000 Penalty: 844.688232
	Iteration 76Q: 3 clusters Score -584527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -584540.687500 Penalty: 844.688232
	Iteration 77Q: 3 clusters Score -584540.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -584551.812500 Penalty: 844.688232
	Iteration 78Q: 3 clusters Score -584551.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -584555.875000 Penalty: 844.688232
	Iteration 79Q: 3 clusters Score -584555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -584558.312500 Penalty: 844.688232
	Iteration 80F: 3 clusters Score -584558.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -584561.000000 Penalty: 844.688232
	Iteration 81Q: 3 clusters Score -584561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -584562.062500 Penalty: 844.688232
	Iteration 82Q: 3 clusters Score -584562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -584563.875000 Penalty: 844.688232
	Iteration 83Q: 3 clusters Score -584563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -584564.437500 Penalty: 844.688232
	Iteration 84Q: 3 clusters Score -584564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -584566.062500 Penalty: 844.688232
	Iteration 85Q: 3 clusters Score -584566.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -584567.187500 Penalty: 844.688232
	Iteration 86Q: 3 clusters Score -584567.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -584568.562500 Penalty: 844.688232
	Iteration 87Q: 3 clusters Score -584568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -584569.062500 Penalty: 844.688232
	Iteration 88Q: 3 clusters Score -584569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -584569.187500 Penalty: 844.688232
	Iteration 89Q: 3 clusters Score -584569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -584570.312500 Penalty: 844.688232
	Iteration 90Q: 3 clusters Score -584570.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -584574.125000 Penalty: 844.688232
	Iteration 91Q: 3 clusters Score -584574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -584577.750000 Penalty: 844.688232
	Iteration 92Q: 3 clusters Score -584577.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -584583.000000 Penalty: 844.688232
	Iteration 93Q: 3 clusters Score -584583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -584587.687500 Penalty: 844.688232
	Iteration 94Q: 3 clusters Score -584587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -584588.312500 Penalty: 844.688232
	Iteration 95Q: 3 clusters Score -584588.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -584589.500000 Penalty: 844.688232
	Iteration 96Q: 3 clusters Score -584589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -584589.500000 Penalty: 844.688232
	Iteration 97Q: 3 clusters Score -584589.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -584590.500000 Penalty: 844.688232
	Iteration 98Q: 3 clusters Score -584590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -584590.562500 Penalty: 844.688232
	Iteration 99Q: 3 clusters Score -584590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -584590.750000 Penalty: 844.688232
	Iteration 100F: 3 clusters Score -584590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -584590.000000 Penalty: 844.688232
	Iteration 101Q: 3 clusters Score -584590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -584593.187500 Penalty: 844.688232
	Iteration 102Q: 3 clusters Score -584593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -584594.187500 Penalty: 844.688232
	Iteration 103Q: 3 clusters Score -584594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -584594.375000 Penalty: 844.688232
	Iteration 104Q: 3 clusters Score -584594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -584593.875000 Penalty: 844.688232
	Iteration 105Q: 3 clusters Score -584593.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -584593.875000 Penalty: 844.688232
	Iteration 106F: 3 clusters Score -584593.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (112788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112788 members 
Entering Unmasked Estep 
Score: -6110685.500000 Penalty: 529.313599
	Iteration 0F: 2 clusters Score -6110686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -6038033.000000 Penalty: 1058.627197
	Iteration 0F: 3 clusters Score -6038033 nChanged 55232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -6072407.500000 Penalty: 1058.627197
	Iteration 1F: 3 clusters Score -6072408 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -6074699.500000 Penalty: 1058.627197
	Iteration 2Q: 3 clusters Score -6074700 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -6078823.500000 Penalty: 1058.627197
	Iteration 3F: 3 clusters Score -6078824 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 74349 members 
Entering Unmasked Estep 
Score: -6085409.500000 Penalty: 1058.627197
	Iteration 4F: 3 clusters Score -6085410 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -6094175.500000 Penalty: 1058.627197
	Iteration 5F: 3 clusters Score -6094176 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -6102244.000000 Penalty: 1058.627197
	Iteration 6F: 3 clusters Score -6102244 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -6106732.500000 Penalty: 1058.627197
	Iteration 7Q: 3 clusters Score -6106732 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -6109160.000000 Penalty: 1058.627197
	Iteration 8Q: 3 clusters Score -6109160 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 82964 members 
Entering Unmasked Estep 
Score: -6110714.000000 Penalty: 1058.627197
	Iteration 9Q: 3 clusters Score -6110714 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 82656 members 
Entering Unmasked Estep 
Score: -6111751.000000 Penalty: 1058.627197
	Iteration 10Q: 3 clusters Score -6111751 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 82323 members 
Entering Unmasked Estep 
Score: -6112371.500000 Penalty: 1058.627197
	Iteration 11Q: 3 clusters Score -6112372 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -6112721.000000 Penalty: 1058.627197
	Iteration 12Q: 3 clusters Score -6112721 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -6112963.000000 Penalty: 1058.627197
	Iteration 13Q: 3 clusters Score -6112963 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -6113053.000000 Penalty: 1058.627197
	Iteration 14Q: 3 clusters Score -6113053 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -6113068.000000 Penalty: 1058.627197
	Iteration 15Q: 3 clusters Score -6113068 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -6113117.000000 Penalty: 1058.627197
	Iteration 16Q: 3 clusters Score -6113117 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 79983 members 
Entering Unmasked Estep 
Score: -6113156.500000 Penalty: 1058.627197
	Iteration 17Q: 3 clusters Score -6113156 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 79531 members 
Entering Unmasked Estep 
Score: -6113171.500000 Penalty: 1058.627197
	Iteration 18Q: 3 clusters Score -6113172 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
Score: -6113194.000000 Penalty: 1058.627197
	Iteration 19Q: 3 clusters Score -6113194 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -6113190.500000 Penalty: 1058.627197
	Iteration 20F: 3 clusters Score -6113190 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -6113245.000000 Penalty: 1058.627197
	Iteration 21Q: 3 clusters Score -6113245 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -6113265.500000 Penalty: 1058.627197
	Iteration 22Q: 3 clusters Score -6113266 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 77261 members 
Entering Unmasked Estep 
Score: -6113264.500000 Penalty: 1058.627197
	Iteration 23Q: 3 clusters Score -6113264 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 76777 members 
Entering Unmasked Estep 
Score: -6113288.500000 Penalty: 1058.627197
	Iteration 24Q: 3 clusters Score -6113288 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -6113317.500000 Penalty: 1058.627197
	Iteration 25Q: 3 clusters Score -6113318 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -6113329.000000 Penalty: 1058.627197
	Iteration 26Q: 3 clusters Score -6113329 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -6113346.500000 Penalty: 1058.627197
	Iteration 27Q: 3 clusters Score -6113346 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 75060 members 
Entering Unmasked Estep 
Score: -6113317.000000 Penalty: 1058.627197
	Iteration 28Q: 3 clusters Score -6113317 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -6113345.500000 Penalty: 1058.627197
	Iteration 29Q: 3 clusters Score -6113346 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 74257 members 
Entering Unmasked Estep 
Score: -6113346.000000 Penalty: 1058.627197
	Iteration 30Q: 3 clusters Score -6113346 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 73873 members 
Entering Unmasked Estep 
Score: -6113327.000000 Penalty: 1058.627197
	Iteration 31Q: 3 clusters Score -6113327 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 73485 members 
Entering Unmasked Estep 
Score: -6113350.500000 Penalty: 1058.627197
	Iteration 32Q: 3 clusters Score -6113350 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 73073 members 
Entering Unmasked Estep 
Score: -6113384.000000 Penalty: 1058.627197
	Iteration 33Q: 3 clusters Score -6113384 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -6113391.500000 Penalty: 1058.627197
	Iteration 34Q: 3 clusters Score -6113392 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -6113417.000000 Penalty: 1058.627197
	Iteration 35Q: 3 clusters Score -6113417 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -6113435.500000 Penalty: 1058.627197
	Iteration 36Q: 3 clusters Score -6113436 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -6113445.500000 Penalty: 1058.627197
	Iteration 37Q: 3 clusters Score -6113446 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -6113454.000000 Penalty: 1058.627197
	Iteration 38Q: 3 clusters Score -6113454 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -6113464.000000 Penalty: 1058.627197
	Iteration 39Q: 3 clusters Score -6113464 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -6113460.500000 Penalty: 1058.627197
	Iteration 40F: 3 clusters Score -6113460 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -6113479.500000 Penalty: 1058.627197
	Iteration 41Q: 3 clusters Score -6113480 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -6113484.500000 Penalty: 1058.627197
	Iteration 42Q: 3 clusters Score -6113484 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -6113483.000000 Penalty: 1058.627197
	Iteration 43Q: 3 clusters Score -6113483 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 69364 members 
Entering Unmasked Estep 
Score: -6113493.500000 Penalty: 1058.627197
	Iteration 44Q: 3 clusters Score -6113494 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -6113496.000000 Penalty: 1058.627197
	Iteration 45Q: 3 clusters Score -6113496 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -6113491.500000 Penalty: 1058.627197
	Iteration 46Q: 3 clusters Score -6113492 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -6113486.500000 Penalty: 1058.627197
	Iteration 47Q: 3 clusters Score -6113486 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -6113487.500000 Penalty: 1058.627197
	Iteration 48Q: 3 clusters Score -6113488 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 68605 members 
Entering Unmasked Estep 
Score: -6113497.000000 Penalty: 1058.627197
	Iteration 49Q: 3 clusters Score -6113497 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -6113485.500000 Penalty: 1058.627197
	Iteration 50Q: 3 clusters Score -6113486 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 68396 members 
Entering Unmasked Estep 
Score: -6113513.000000 Penalty: 1058.627197
	Iteration 51Q: 3 clusters Score -6113513 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -6113523.500000 Penalty: 1058.627197
	Iteration 52Q: 3 clusters Score -6113524 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -6113518.000000 Penalty: 1058.627197
	Iteration 53Q: 3 clusters Score -6113518 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -6113513.000000 Penalty: 1058.627197
	Iteration 54Q: 3 clusters Score -6113513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -6113523.500000 Penalty: 1058.627197
	Iteration 55Q: 3 clusters Score -6113524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -6113520.000000 Penalty: 1058.627197
	Iteration 56Q: 3 clusters Score -6113520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -6113520.000000 Penalty: 1058.627197
	Iteration 57Q: 3 clusters Score -6113520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -6113528.000000 Penalty: 1058.627197
	Iteration 58Q: 3 clusters Score -6113528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -6113532.000000 Penalty: 1058.627197
	Iteration 59Q: 3 clusters Score -6113532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -6113536.000000 Penalty: 1058.627197
	Iteration 60F: 3 clusters Score -6113536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -6113539.000000 Penalty: 1058.627197
	Iteration 61Q: 3 clusters Score -6113539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -6113549.000000 Penalty: 1058.627197
	Iteration 62Q: 3 clusters Score -6113549 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -6113546.500000 Penalty: 1058.627197
	Iteration 63Q: 3 clusters Score -6113546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 67640 members 
Entering Unmasked Estep 
Score: -6113542.500000 Penalty: 1058.627197
	Iteration 64Q: 3 clusters Score -6113542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 67611 members 
Entering Unmasked Estep 
Score: -6113549.000000 Penalty: 1058.627197
	Iteration 65Q: 3 clusters Score -6113549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -6113546.500000 Penalty: 1058.627197
	Iteration 66Q: 3 clusters Score -6113546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -6113553.500000 Penalty: 1058.627197
	Iteration 67Q: 3 clusters Score -6113554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -6113553.000000 Penalty: 1058.627197
	Iteration 68Q: 3 clusters Score -6113553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -6113548.000000 Penalty: 1058.627197
	Iteration 69Q: 3 clusters Score -6113548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -6113547.000000 Penalty: 1058.627197
	Iteration 70Q: 3 clusters Score -6113547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -6113544.000000 Penalty: 1058.627197
	Iteration 71Q: 3 clusters Score -6113544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -6113540.500000 Penalty: 1058.627197
	Iteration 72Q: 3 clusters Score -6113540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -6113538.000000 Penalty: 1058.627197
	Iteration 73Q: 3 clusters Score -6113538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -6113538.500000 Penalty: 1058.627197
	Iteration 74Q: 3 clusters Score -6113538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -6113535.500000 Penalty: 1058.627197
	Iteration 75Q: 3 clusters Score -6113536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -6113532.000000 Penalty: 1058.627197
	Iteration 76Q: 3 clusters Score -6113532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -6113535.500000 Penalty: 1058.627197
	Iteration 77Q: 3 clusters Score -6113536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -6113535.500000 Penalty: 1058.627197
	Iteration 78Q: 3 clusters Score -6113536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 67408 members 
Entering Unmasked Estep 
Score: -6113535.000000 Penalty: 1058.627197
	Iteration 79Q: 3 clusters Score -6113535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -6113534.000000 Penalty: 1058.627197
	Iteration 80F: 3 clusters Score -6113534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -6113534.000000 Penalty: 1058.627197
	Iteration 81Q: 3 clusters Score -6113534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 67383 members 
Entering Unmasked Estep 
Score: -6113535.000000 Penalty: 1058.627197
	Iteration 82Q: 3 clusters Score -6113535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 67371 members 
Entering Unmasked Estep 
Score: -6113540.000000 Penalty: 1058.627197
	Iteration 83Q: 3 clusters Score -6113540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 67351 members 
Entering Unmasked Estep 
Score: -6113539.500000 Penalty: 1058.627197
	Iteration 84Q: 3 clusters Score -6113540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 67339 members 
Entering Unmasked Estep 
Score: -6113532.000000 Penalty: 1058.627197
	Iteration 85Q: 3 clusters Score -6113532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 67325 members 
Entering Unmasked Estep 
Score: -6113531.500000 Penalty: 1058.627197
	Iteration 86Q: 3 clusters Score -6113532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -6113528.500000 Penalty: 1058.627197
	Iteration 87Q: 3 clusters Score -6113528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -6113532.500000 Penalty: 1058.627197
	Iteration 88Q: 3 clusters Score -6113532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 67275 members 
Entering Unmasked Estep 
Score: -6113536.000000 Penalty: 1058.627197
	Iteration 89Q: 3 clusters Score -6113536 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -6113533.000000 Penalty: 1058.627197
	Iteration 90Q: 3 clusters Score -6113533 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -6113530.000000 Penalty: 1058.627197
	Iteration 91Q: 3 clusters Score -6113530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -6113532.500000 Penalty: 1058.627197
	Iteration 92Q: 3 clusters Score -6113532 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -6113537.500000 Penalty: 1058.627197
	Iteration 93Q: 3 clusters Score -6113538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -6113539.000000 Penalty: 1058.627197
	Iteration 94Q: 3 clusters Score -6113539 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -6113541.000000 Penalty: 1058.627197
	Iteration 95Q: 3 clusters Score -6113541 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6113539 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -6113535.000000 Penalty: 1058.627197
	Iteration 97Q: 3 clusters Score -6113535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6113532 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6113530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -6113528.000000 Penalty: 1058.627197
	Iteration 100F: 3 clusters Score -6113528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6113530 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -6113531.000000 Penalty: 1058.627197
	Iteration 102Q: 3 clusters Score -6113531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6113531 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -6113524.000000 Penalty: 1058.627197
	Iteration 104Q: 3 clusters Score -6113524 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -6113525.500000 Penalty: 1058.627197
	Iteration 105Q: 3 clusters Score -6113526 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 66857 members 
Entering Unmasked Estep 
Score: -6113522.000000 Penalty: 1058.627197
	Iteration 106Q: 3 clusters Score -6113522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -6113520.500000 Penalty: 1058.627197
	Iteration 107Q: 3 clusters Score -6113520 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -6113533.000000 Penalty: 1058.627197
	Iteration 108Q: 3 clusters Score -6113533 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 66733 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6113530 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6113529 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 66617 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6113525 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6113524 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46289 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6113538 nChanged 51
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Mstep: Class 1 contains 46340 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6113520 nChanged 40
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Mstep: Class 1 contains 46380 members 
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Entering Unmasked Estep 
Score: -6113518.000000 Penalty: 1058.627197
	Iteration 115Q: 3 clusters Score -6113518 nChanged 39
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Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 66369 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6113518 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 66335 members 
Entering Unmasked Estep 
Score: -6113513.500000 Penalty: 1058.627197
	Iteration 117Q: 3 clusters Score -6113514 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 66290 members 
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	Iteration 118Q: 3 clusters Score -6113518 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6113518 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6113514 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6113511 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 66116 members 
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	Iteration 122Q: 3 clusters Score -6113511 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6113524 nChanged 36
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Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 66044 members 
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	Iteration 124Q: 3 clusters Score -6113518 nChanged 30
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Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 66014 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6113534 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 65989 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6113526 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6113525 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6113538 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6113540 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6113546 nChanged 44
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Mstep: Class 1 contains 46988 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6113542 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6113527 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6113532 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6113531 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6113534 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6113536 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6113534 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65627 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6113526 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6113530 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 65598 members 
Entering Unmasked Estep 
Score: -6113528.500000 Penalty: 1058.627197
	Iteration 140F: 3 clusters Score -6113528 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6113524 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -6113523.500000 Penalty: 1058.627197
	Iteration 142Q: 3 clusters Score -6113524 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65573 members 
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	Iteration 143Q: 3 clusters Score -6113514 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 65565 members 
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	Iteration 144Q: 3 clusters Score -6113524 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -6113527.500000 Penalty: 1058.627197
	Iteration 145Q: 3 clusters Score -6113528 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 65548 members 
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	Iteration 146Q: 3 clusters Score -6113518 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47250 members 
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	Iteration 147Q: 3 clusters Score -6113520 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65533 members 
Entering Unmasked Estep 
Score: -6113521.500000 Penalty: 1058.627197
	Iteration 148Q: 3 clusters Score -6113522 nChanged 4
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	Iteration 149Q: 3 clusters Score -6113517 nChanged 5
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	Iteration 150Q: 3 clusters Score -6113520 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -6113523.000000 Penalty: 1058.627197
	Iteration 151Q: 3 clusters Score -6113523 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -6113516.000000 Penalty: 1058.627197
	Iteration 152Q: 3 clusters Score -6113516 nChanged 4
Entering Unmasked Mstep 
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Score: -6113519.000000 Penalty: 1058.627197
	Iteration 153Q: 3 clusters Score -6113519 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6113521 nChanged 7
Entering Unmasked Mstep 
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	Iteration 155Q: 3 clusters Score -6113521 nChanged 10
Entering Unmasked Mstep 
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	Iteration 156Q: 3 clusters Score -6113517 nChanged 13
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	Iteration 157Q: 3 clusters Score -6113512 nChanged 16
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	Iteration 158Q: 3 clusters Score -6113512 nChanged 17
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	Iteration 159Q: 3 clusters Score -6113518 nChanged 20
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	Iteration 160F: 3 clusters Score -6113514 nChanged 27
Entering Unmasked Mstep 
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	Iteration 161Q: 3 clusters Score -6113511 nChanged 27
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6113522 nChanged 30
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	Iteration 163Q: 3 clusters Score -6113508 nChanged 27
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	Iteration 164Q: 3 clusters Score -6113514 nChanged 27
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	Iteration 165Q: 3 clusters Score -6113519 nChanged 20
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	Iteration 166Q: 3 clusters Score -6113517 nChanged 19
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	Iteration 167Q: 3 clusters Score -6113510 nChanged 17
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	Iteration 168Q: 3 clusters Score -6113510 nChanged 19
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	Iteration 169Q: 3 clusters Score -6113511 nChanged 12
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	Iteration 170Q: 3 clusters Score -6113515 nChanged 19
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	Iteration 171Q: 3 clusters Score -6113512 nChanged 7
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	Iteration 172Q: 3 clusters Score -6113511 nChanged 9
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	Iteration 173Q: 3 clusters Score -6113514 nChanged 5
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	Iteration 174Q: 3 clusters Score -6113506 nChanged 10
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	Iteration 175Q: 3 clusters Score -6113511 nChanged 9
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	Iteration 176Q: 3 clusters Score -6113511 nChanged 6
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	Iteration 177Q: 3 clusters Score -6113506 nChanged 4
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	Iteration 178Q: 3 clusters Score -6113504 nChanged 5
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	Iteration 179Q: 3 clusters Score -6113508 nChanged 6
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	Iteration 180F: 3 clusters Score -6113510 nChanged 8
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	Iteration 181Q: 3 clusters Score -6113512 nChanged 3
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	Iteration 182Q: 3 clusters Score -6113507 nChanged 3
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Entering Unmasked Estep 
Score: -6113507.000000 Penalty: 1058.627197
	Iteration 183Q: 3 clusters Score -6113507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -6113509.000000 Penalty: 1058.627197
	Iteration 184Q: 3 clusters Score -6113509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -6113514.500000 Penalty: 1058.627197
	Iteration 185Q: 3 clusters Score -6113514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -6113511.500000 Penalty: 1058.627197
	Iteration 186Q: 3 clusters Score -6113512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -6113507.500000 Penalty: 1058.627197
	Iteration 187Q: 3 clusters Score -6113508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 65065 members 
Entering Unmasked Estep 
Score: -6113504.500000 Penalty: 1058.627197
	Iteration 188Q: 3 clusters Score -6113504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -6113500.500000 Penalty: 1058.627197
	Iteration 189Q: 3 clusters Score -6113500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -6113512.500000 Penalty: 1058.627197
	Iteration 190Q: 3 clusters Score -6113512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 65003 members 
Entering Unmasked Estep 
Score: -6113531.000000 Penalty: 1058.627197
	Iteration 191Q: 3 clusters Score -6113531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -6113524.500000 Penalty: 1058.627197
	Iteration 192Q: 3 clusters Score -6113524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -6113529.500000 Penalty: 1058.627197
	Iteration 193Q: 3 clusters Score -6113530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -6113521.500000 Penalty: 1058.627197
	Iteration 194Q: 3 clusters Score -6113522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -6113515.500000 Penalty: 1058.627197
	Iteration 195Q: 3 clusters Score -6113516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -6113520.500000 Penalty: 1058.627197
	Iteration 196Q: 3 clusters Score -6113520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -6113517.500000 Penalty: 1058.627197
	Iteration 197Q: 3 clusters Score -6113518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 64810 members 
Entering Unmasked Estep 
Score: -6113521.000000 Penalty: 1058.627197
	Iteration 198Q: 3 clusters Score -6113521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -6113520.000000 Penalty: 1058.627197
	Iteration 199Q: 3 clusters Score -6113520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -6113523.500000 Penalty: 1058.627197
	Iteration 200F: 3 clusters Score -6113524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -6113527.000000 Penalty: 1058.627197
	Iteration 201Q: 3 clusters Score -6113527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -6113523.000000 Penalty: 1058.627197
	Iteration 202Q: 3 clusters Score -6113523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -6113515.500000 Penalty: 1058.627197
	Iteration 203Q: 3 clusters Score -6113516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -6113515.500000 Penalty: 1058.627197
	Iteration 204Q: 3 clusters Score -6113516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -6113517.500000 Penalty: 1058.627197
	Iteration 205Q: 3 clusters Score -6113518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -6113520.000000 Penalty: 1058.627197
	Iteration 206Q: 3 clusters Score -6113520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 64655 members 
Entering Unmasked Estep 
Score: -6113516.000000 Penalty: 1058.627197
	Iteration 207Q: 3 clusters Score -6113516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -6113511.500000 Penalty: 1058.627197
	Iteration 208Q: 3 clusters Score -6113512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -6113512.000000 Penalty: 1058.627197
	Iteration 209Q: 3 clusters Score -6113512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 64650 members 
Entering Unmasked Estep 
Score: -6113510.500000 Penalty: 1058.627197
	Iteration 210Q: 3 clusters Score -6113510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -6113509.000000 Penalty: 1058.627197
	Iteration 211Q: 3 clusters Score -6113509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -6113515.500000 Penalty: 1058.627197
	Iteration 212Q: 3 clusters Score -6113516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -6113518.000000 Penalty: 1058.627197
	Iteration 213Q: 3 clusters Score -6113518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -6113518.000000 Penalty: 1058.627197
	Iteration 214F: 3 clusters Score -6113518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 71391 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 69883 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 78899 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 92028 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 97539 members 
Mstep: Class 17 contains 157089 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 122141 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 42824 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 22802 members 
Mstep: Class 27 contains 120896 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 107098 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 48148 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 11454 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 1924 members 
Mstep: Class 36 contains 82443 members 
Mstep: Class 37 contains 7723 members 
Mstep: Class 38 contains 90647 members 
Mstep: Class 39 contains 5423 members 
Mstep: Class 40 contains 1312 members 
Mstep: Class 41 contains 64640 members 
Entering Unmasked Estep 
Score: -87365104.000000 Penalty: 26795.666016
Splitting cluster 31 changes total score from -87358600.000000 to -87365104.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 93583 members 
Mstep: Class 3 contains 71391 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 69883 members 
Mstep: Class 6 contains 13902 members 
Mstep: Class 7 contains 5800 members 
Mstep: Class 8 contains 153401 members 
Mstep: Class 9 contains 78899 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 14 contains 92028 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 97539 members 
Mstep: Class 17 contains 157089 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 122141 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 42824 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 2644 members 
Mstep: Class 26 contains 22802 members 
Mstep: Class 27 contains 120896 members 
Mstep: Class 28 contains 184 members 
Mstep: Class 29 contains 107098 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 48148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87370384.000000 Penalty: 26795.666016
Iteration 119Q: 42 clusters Score -8.737038e+07 nChanged 25602
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 92802 members 
Mstep: Class 3 contains 71617 members 
Mstep: Class 4 contains 1462 members 
Mstep: Class 5 contains 69572 members 
Mstep: Class 6 contains 13985 members 
Mstep: Class 7 contains 5927 members 
Mstep: Class 8 contains 155307 members 
Mstep: Class 9 contains 78395 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 13450 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 3119 members 
Mstep: Class 14 contains 91830 members 
Mstep: Class 15 contains 10699 members 
Mstep: Class 16 contains 98073 members 
Mstep: Class 17 contains 157240 members 
Mstep: Class 18 contains 17437 members 
Mstep: Class 19 contains 123505 members 
Mstep: Class 20 contains 2929 members 
Mstep: Class 21 contains 15021 members 
Mstep: Class 22 contains 2382 members 
Mstep: Class 23 contains 42880 members 
Mstep: Class 24 contains 19791 members 
Mstep: Class 25 contains 2656 members 
Mstep: Class 26 contains 22697 members 
Mstep: Class 27 contains 122019 members 
Mstep: Class 28 contains 185 members 
Mstep: Class 29 contains 105908 members 
Mstep: Class 30 contains 10784 members 
Mstep: Class 31 contains 48202 members 
Mstep: Class 32 contains 1206 members 
Mstep: Class 33 contains 11291 members 
Mstep: Class 34 contains 270 members 
Mstep: Class 35 contains 1893 members 
Mstep: Class 36 contains 80368 members 
Mstep: Class 37 contains 7696 members 
Mstep: Class 38 contains 89603 members 
Mstep: Class 39 contains 5282 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 64106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87374624.000000 Penalty: 26795.666016
Iteration 120F: 42 clusters Score -8.737462e+07 nChanged 23021
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 91229 members 
Mstep: Class 3 contains 71549 members 
Mstep: Class 4 contains 1437 members 
Mstep: Class 5 contains 68687 members 
Mstep: Class 6 contains 14333 members 
Mstep: Class 7 contains 5843 members 
Mstep: Class 8 contains 157174 members 
Mstep: Class 9 contains 77673 members 
Mstep: Class 10 contains 2594 members 
Mstep: Class 11 contains 13571 members 
Mstep: Class 12 contains 1014 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 91466 members 
Mstep: Class 15 contains 10709 members 
Mstep: Class 16 contains 97649 members 
Mstep: Class 17 contains 156731 members 
Mstep: Class 18 contains 17502 members 
Mstep: Class 19 contains 123350 members 
Mstep: Class 20 contains 3336 members 
Mstep: Class 21 contains 15355 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 43064 members 
Mstep: Class 24 contains 19490 members 
Mstep: Class 25 contains 2631 members 
Mstep: Class 26 contains 22578 members 
Mstep: Class 27 contains 122725 members 
Mstep: Class 28 contains 182 members 
Mstep: Class 29 contains 104602 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 48279 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 11686 members 
Mstep: Class 34 contains 271 members 
Mstep: Class 35 contains 1942 members 
Mstep: Class 36 contains 79317 members 
Mstep: Class 37 contains 7822 members 
Mstep: Class 38 contains 90358 members 
Mstep: Class 39 contains 5514 members 
Mstep: Class 40 contains 1400 members 
Mstep: Class 41 contains 65440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87377816.000000 Penalty: 26795.666016
Iteration 121Q: 42 clusters Score -8.737782e+07 nChanged 19717
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 89882 members 
Mstep: Class 3 contains 71476 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 67780 members 
Mstep: Class 6 contains 14675 members 
Mstep: Class 7 contains 5758 members 
Mstep: Class 8 contains 159125 members 
Mstep: Class 9 contains 76979 members 
Mstep: Class 10 contains 2632 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 91145 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 97220 members 
Mstep: Class 17 contains 156149 members 
Mstep: Class 18 contains 17519 members 
Mstep: Class 19 contains 123169 members 
Mstep: Class 20 contains 3736 members 
Mstep: Class 21 contains 15663 members 
Mstep: Class 22 contains 2394 members 
Mstep: Class 23 contains 43445 members 
Mstep: Class 24 contains 19180 members 
Mstep: Class 25 contains 2609 members 
Mstep: Class 26 contains 22522 members 
Mstep: Class 27 contains 123464 members 
Mstep: Class 28 contains 175 members 
Mstep: Class 29 contains 103413 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 48438 members 
Mstep: Class 32 contains 1385 members 
Mstep: Class 33 contains 12069 members 
Mstep: Class 34 contains 272 members 
Mstep: Class 35 contains 1970 members 
Mstep: Class 36 contains 78359 members 
Mstep: Class 37 contains 7921 members 
Mstep: Class 38 contains 90738 members 
Mstep: Class 39 contains 5655 members 
Mstep: Class 40 contains 1442 members 
Mstep: Class 41 contains 66501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87380696.000000 Penalty: 26795.666016
Iteration 122Q: 42 clusters Score -8.73807e+07 nChanged 18524
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 88663 members 
Mstep: Class 3 contains 71441 members 
Mstep: Class 4 contains 1440 members 
Mstep: Class 5 contains 66914 members 
Mstep: Class 6 contains 15007 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 161042 members 
Mstep: Class 9 contains 76147 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 13844 members 
Mstep: Class 12 contains 1013 members 
Mstep: Class 13 contains 3038 members 
Mstep: Class 14 contains 90849 members 
Mstep: Class 15 contains 10786 members 
Mstep: Class 16 contains 96720 members 
Mstep: Class 17 contains 155738 members 
Mstep: Class 18 contains 17508 members 
Mstep: Class 19 contains 122965 members 
Mstep: Class 20 contains 4103 members 
Mstep: Class 21 contains 15870 members 
Mstep: Class 22 contains 2404 members 
Mstep: Class 23 contains 43850 members 
Mstep: Class 24 contains 18861 members 
Mstep: Class 25 contains 2588 members 
Mstep: Class 26 contains 22485 members 
Mstep: Class 27 contains 124230 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 102218 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 48576 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 12400 members 
Mstep: Class 34 contains 275 members 
Mstep: Class 35 contains 1992 members 
Mstep: Class 36 contains 77560 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 90990 members 
Mstep: Class 39 contains 5752 members 
Mstep: Class 40 contains 1476 members 
Mstep: Class 41 contains 67553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87383416.000000 Penalty: 26795.666016
Iteration 123Q: 42 clusters Score -8.738342e+07 nChanged 18424
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 87433 members 
Mstep: Class 3 contains 71457 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 66039 members 
Mstep: Class 6 contains 15341 members 
Mstep: Class 7 contains 5595 members 
Mstep: Class 8 contains 162944 members 
Mstep: Class 9 contains 75304 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 14017 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 3025 members 
Mstep: Class 14 contains 90573 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 96199 members 
Mstep: Class 17 contains 155316 members 
Mstep: Class 18 contains 17502 members 
Mstep: Class 19 contains 122703 members 
Mstep: Class 20 contains 4417 members 
Mstep: Class 21 contains 16042 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 44279 members 
Mstep: Class 24 contains 18525 members 
Mstep: Class 25 contains 2562 members 
Mstep: Class 26 contains 22473 members 
Mstep: Class 27 contains 125128 members 
Mstep: Class 28 contains 172 members 
Mstep: Class 29 contains 101013 members 
Mstep: Class 30 contains 10732 members 
Mstep: Class 31 contains 48689 members 
Mstep: Class 32 contains 1516 members 
Mstep: Class 33 contains 12691 members 
Mstep: Class 34 contains 275 members 
Mstep: Class 35 contains 2012 members 
Mstep: Class 36 contains 76889 members 
Mstep: Class 37 contains 8071 members 
Mstep: Class 38 contains 91177 members 
Mstep: Class 39 contains 5838 members 
Mstep: Class 40 contains 1520 members 
Mstep: Class 41 contains 68650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87386624.000000 Penalty: 26795.666016
Iteration 124Q: 42 clusters Score -8.738662e+07 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66023 members 
Mstep: Class 2 contains 86239 members 
Mstep: Class 3 contains 71632 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 65192 members 
Mstep: Class 6 contains 15684 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 164588 members 
Mstep: Class 9 contains 74455 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 14201 members 
Mstep: Class 12 contains 1016 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 14 contains 90345 members 
Mstep: Class 15 contains 10880 members 
Mstep: Class 16 contains 95669 members 
Mstep: Class 17 contains 155093 members 
Mstep: Class 18 contains 17490 members 
Mstep: Class 19 contains 122228 members 
Mstep: Class 20 contains 4679 members 
Mstep: Class 21 contains 16218 members 
Mstep: Class 22 contains 2411 members 
Mstep: Class 23 contains 44729 members 
Mstep: Class 24 contains 18201 members 
Mstep: Class 25 contains 2535 members 
Mstep: Class 26 contains 22463 members 
Mstep: Class 27 contains 125989 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 99793 members 
Mstep: Class 30 contains 10705 members 
Mstep: Class 31 contains 48871 members 
Mstep: Class 32 contains 1583 members 
Mstep: Class 33 contains 13026 members 
Mstep: Class 34 contains 277 members 
Mstep: Class 35 contains 2031 members 
Mstep: Class 36 contains 76331 members 
Mstep: Class 37 contains 8143 members 
Mstep: Class 38 contains 91292 members 
Mstep: Class 39 contains 5915 members 
Mstep: Class 40 contains 1559 members 
Mstep: Class 41 contains 69803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87388440.000000 Penalty: 26795.666016
Iteration 125Q: 42 clusters Score -8.738844e+07 nChanged 18052
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66337 members 
Mstep: Class 2 contains 85058 members 
Mstep: Class 3 contains 71874 members 
Mstep: Class 4 contains 1460 members 
Mstep: Class 5 contains 64328 members 
Mstep: Class 6 contains 16042 members 
Mstep: Class 7 contains 5456 members 
Mstep: Class 8 contains 166008 members 
Mstep: Class 9 contains 73685 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 14391 members 
Mstep: Class 12 contains 1020 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 14 contains 90162 members 
Mstep: Class 15 contains 10914 members 
Mstep: Class 16 contains 95142 members 
Mstep: Class 17 contains 154871 members 
Mstep: Class 18 contains 17458 members 
Mstep: Class 19 contains 121517 members 
Mstep: Class 20 contains 4933 members 
Mstep: Class 21 contains 16413 members 
Mstep: Class 22 contains 2409 members 
Mstep: Class 23 contains 45174 members 
Mstep: Class 24 contains 17905 members 
Mstep: Class 25 contains 2511 members 
Mstep: Class 26 contains 22445 members 
Mstep: Class 27 contains 126876 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 98592 members 
Mstep: Class 30 contains 10673 members 
Mstep: Class 31 contains 49156 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 13366 members 
Mstep: Class 34 contains 278 members 
Mstep: Class 35 contains 2054 members 
Mstep: Class 36 contains 75913 members 
Mstep: Class 37 contains 8214 members 
Mstep: Class 38 contains 91367 members 
Mstep: Class 39 contains 5989 members 
Mstep: Class 40 contains 1605 members 
Mstep: Class 41 contains 70979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87391072.000000 Penalty: 26795.666016
Iteration 126Q: 42 clusters Score -8.739107e+07 nChanged 18113
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 83874 members 
Mstep: Class 3 contains 72169 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 63485 members 
Mstep: Class 6 contains 16377 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 167300 members 
Mstep: Class 9 contains 72947 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 14591 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 90021 members 
Mstep: Class 15 contains 10961 members 
Mstep: Class 16 contains 94635 members 
Mstep: Class 17 contains 154617 members 
Mstep: Class 18 contains 17417 members 
Mstep: Class 19 contains 120679 members 
Mstep: Class 20 contains 5156 members 
Mstep: Class 21 contains 16562 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 45687 members 
Mstep: Class 24 contains 17593 members 
Mstep: Class 25 contains 2487 members 
Mstep: Class 26 contains 22429 members 
Mstep: Class 27 contains 127796 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 97366 members 
Mstep: Class 30 contains 10637 members 
Mstep: Class 31 contains 49520 members 
Mstep: Class 32 contains 1663 members 
Mstep: Class 33 contains 13696 members 
Mstep: Class 34 contains 278 members 
Mstep: Class 35 contains 2065 members 
Mstep: Class 36 contains 75517 members 
Mstep: Class 37 contains 8273 members 
Mstep: Class 38 contains 91356 members 
Mstep: Class 39 contains 6061 members 
Mstep: Class 40 contains 1671 members 
Mstep: Class 41 contains 72239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87392568.000000 Penalty: 26795.666016
Iteration 127Q: 42 clusters Score -8.739257e+07 nChanged 18508
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 82625 members 
Mstep: Class 3 contains 72529 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 62641 members 
Mstep: Class 6 contains 16722 members 
Mstep: Class 7 contains 5325 members 
Mstep: Class 8 contains 168432 members 
Mstep: Class 9 contains 72358 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 14800 members 
Mstep: Class 12 contains 1031 members 
Mstep: Class 13 contains 3093 members 
Mstep: Class 14 contains 89887 members 
Mstep: Class 15 contains 10997 members 
Mstep: Class 16 contains 94130 members 
Mstep: Class 17 contains 154421 members 
Mstep: Class 18 contains 17367 members 
Mstep: Class 19 contains 119765 members 
Mstep: Class 20 contains 5365 members 
Mstep: Class 21 contains 16690 members 
Mstep: Class 22 contains 2396 members 
Mstep: Class 23 contains 46211 members 
Mstep: Class 24 contains 17315 members 
Mstep: Class 25 contains 2468 members 
Mstep: Class 26 contains 22408 members 
Mstep: Class 27 contains 128658 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 96095 members 
Mstep: Class 30 contains 10571 members 
Mstep: Class 31 contains 49995 members 
Mstep: Class 32 contains 1703 members 
Mstep: Class 33 contains 14063 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 2075 members 
Mstep: Class 36 contains 75145 members 
Mstep: Class 37 contains 8319 members 
Mstep: Class 38 contains 91281 members 
Mstep: Class 39 contains 6128 members 
Mstep: Class 40 contains 1758 members 
Mstep: Class 41 contains 73579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87394688.000000 Penalty: 26795.666016
Iteration 128Q: 42 clusters Score -8.739469e+07 nChanged 18392
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 81332 members 
Mstep: Class 3 contains 72929 members 
Mstep: Class 4 contains 1468 members 
Mstep: Class 5 contains 61925 members 
Mstep: Class 6 contains 17052 members 
Mstep: Class 7 contains 5273 members 
Mstep: Class 8 contains 169268 members 
Mstep: Class 9 contains 71816 members 
Mstep: Class 10 contains 3078 members 
Mstep: Class 11 contains 14971 members 
Mstep: Class 12 contains 1034 members 
Mstep: Class 13 contains 3139 members 
Mstep: Class 14 contains 89795 members 
Mstep: Class 15 contains 11052 members 
Mstep: Class 16 contains 93670 members 
Mstep: Class 17 contains 154213 members 
Mstep: Class 18 contains 17323 members 
Mstep: Class 19 contains 118727 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 16802 members 
Mstep: Class 22 contains 2396 members 
Mstep: Class 23 contains 46716 members 
Mstep: Class 24 contains 17056 members 
Mstep: Class 25 contains 2446 members 
Mstep: Class 26 contains 22372 members 
Mstep: Class 27 contains 129488 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 94919 members 
Mstep: Class 30 contains 10507 members 
Mstep: Class 31 contains 50525 members 
Mstep: Class 32 contains 1732 members 
Mstep: Class 33 contains 14374 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2079 members 
Mstep: Class 36 contains 74938 members 
Mstep: Class 37 contains 8360 members 
Mstep: Class 38 contains 91095 members 
Mstep: Class 39 contains 6199 members 
Mstep: Class 40 contains 1848 members 
Mstep: Class 41 contains 75040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87395624.000000 Penalty: 26795.666016
Iteration 129Q: 42 clusters Score -8.739562e+07 nChanged 18165
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 67681 members 
Mstep: Class 2 contains 80051 members 
Mstep: Class 3 contains 73382 members 
Mstep: Class 4 contains 1477 members 
Mstep: Class 5 contains 61286 members 
Mstep: Class 6 contains 17343 members 
Mstep: Class 7 contains 5226 members 
Mstep: Class 8 contains 169916 members 
Mstep: Class 9 contains 71371 members 
Mstep: Class 10 contains 3146 members 
Mstep: Class 11 contains 15117 members 
Mstep: Class 12 contains 1037 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 14 contains 89710 members 
Mstep: Class 15 contains 11107 members 
Mstep: Class 16 contains 93248 members 
Mstep: Class 17 contains 153894 members 
Mstep: Class 18 contains 17311 members 
Mstep: Class 19 contains 117611 members 
Mstep: Class 20 contains 5695 members 
Mstep: Class 21 contains 16865 members 
Mstep: Class 22 contains 2393 members 
Mstep: Class 23 contains 47219 members 
Mstep: Class 24 contains 16819 members 
Mstep: Class 25 contains 2436 members 
Mstep: Class 26 contains 22340 members 
Mstep: Class 27 contains 130261 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 93845 members 
Mstep: Class 30 contains 10443 members 
Mstep: Class 31 contains 51157 members 
Mstep: Class 32 contains 1751 members 
Mstep: Class 33 contains 14684 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2085 members 
Mstep: Class 36 contains 74818 members 
Mstep: Class 37 contains 8396 members 
Mstep: Class 38 contains 90786 members 
Mstep: Class 39 contains 6263 members 
Mstep: Class 40 contains 1928 members 
Mstep: Class 41 contains 76526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87397216.000000 Penalty: 26795.666016
Iteration 130Q: 42 clusters Score -8.739722e+07 nChanged 18115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 78746 members 
Mstep: Class 3 contains 73845 members 
Mstep: Class 4 contains 1486 members 
Mstep: Class 5 contains 60703 members 
Mstep: Class 6 contains 17660 members 
Mstep: Class 7 contains 5182 members 
Mstep: Class 8 contains 170247 members 
Mstep: Class 9 contains 71031 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 15246 members 
Mstep: Class 12 contains 1039 members 
Mstep: Class 13 contains 3232 members 
Mstep: Class 14 contains 89629 members 
Mstep: Class 15 contains 11149 members 
Mstep: Class 16 contains 92783 members 
Mstep: Class 17 contains 153761 members 
Mstep: Class 18 contains 17255 members 
Mstep: Class 19 contains 116547 members 
Mstep: Class 20 contains 5854 members 
Mstep: Class 21 contains 16936 members 
Mstep: Class 22 contains 2395 members 
Mstep: Class 23 contains 47713 members 
Mstep: Class 24 contains 16617 members 
Mstep: Class 25 contains 2425 members 
Mstep: Class 26 contains 22293 members 
Mstep: Class 27 contains 131060 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 92734 members 
Mstep: Class 30 contains 10366 members 
Mstep: Class 31 contains 51856 members 
Mstep: Class 32 contains 1754 members 
Mstep: Class 33 contains 14965 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2098 members 
Mstep: Class 36 contains 74809 members 
Mstep: Class 37 contains 8420 members 
Mstep: Class 38 contains 90458 members 
Mstep: Class 39 contains 6324 members 
Mstep: Class 40 contains 2019 members 
Mstep: Class 41 contains 77920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87398632.000000 Penalty: 26795.666016
Iteration 131Q: 42 clusters Score -8.739863e+07 nChanged 17806
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 77416 members 
Mstep: Class 3 contains 74259 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 60117 members 
Mstep: Class 6 contains 17987 members 
Mstep: Class 7 contains 5148 members 
Mstep: Class 8 contains 170466 members 
Mstep: Class 9 contains 70864 members 
Mstep: Class 10 contains 3252 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 89565 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 92269 members 
Mstep: Class 17 contains 153592 members 
Mstep: Class 18 contains 17175 members 
Mstep: Class 19 contains 115477 members 
Mstep: Class 20 contains 6032 members 
Mstep: Class 21 contains 16998 members 
Mstep: Class 22 contains 2394 members 
Mstep: Class 23 contains 48140 members 
Mstep: Class 24 contains 16435 members 
Mstep: Class 25 contains 2404 members 
Mstep: Class 26 contains 22252 members 
Mstep: Class 27 contains 131767 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 91646 members 
Mstep: Class 30 contains 10316 members 
Mstep: Class 31 contains 52525 members 
Mstep: Class 32 contains 1770 members 
Mstep: Class 33 contains 15249 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2105 members 
Mstep: Class 36 contains 74886 members 
Mstep: Class 37 contains 8447 members 
Mstep: Class 38 contains 90166 members 
Mstep: Class 39 contains 6376 members 
Mstep: Class 40 contains 2102 members 
Mstep: Class 41 contains 79384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87399712.000000 Penalty: 26795.666016
Iteration 132Q: 42 clusters Score -8.739971e+07 nChanged 17299
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 76119 members 
Mstep: Class 3 contains 74698 members 
Mstep: Class 4 contains 1490 members 
Mstep: Class 5 contains 59565 members 
Mstep: Class 6 contains 18321 members 
Mstep: Class 7 contains 5110 members 
Mstep: Class 8 contains 170556 members 
Mstep: Class 9 contains 70769 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 15482 members 
Mstep: Class 12 contains 1043 members 
Mstep: Class 13 contains 3348 members 
Mstep: Class 14 contains 89517 members 
Mstep: Class 15 contains 11210 members 
Mstep: Class 16 contains 91812 members 
Mstep: Class 17 contains 153521 members 
Mstep: Class 18 contains 17100 members 
Mstep: Class 19 contains 114456 members 
Mstep: Class 20 contains 6193 members 
Mstep: Class 21 contains 17048 members 
Mstep: Class 22 contains 2398 members 
Mstep: Class 23 contains 48565 members 
Mstep: Class 24 contains 16253 members 
Mstep: Class 25 contains 2385 members 
Mstep: Class 26 contains 22212 members 
Mstep: Class 27 contains 132471 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 90651 members 
Mstep: Class 30 contains 10229 members 
Mstep: Class 31 contains 53211 members 
Mstep: Class 32 contains 1807 members 
Mstep: Class 33 contains 15506 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2112 members 
Mstep: Class 36 contains 74947 members 
Mstep: Class 37 contains 8452 members 
Mstep: Class 38 contains 89721 members 
Mstep: Class 39 contains 6432 members 
Mstep: Class 40 contains 2185 members 
Mstep: Class 41 contains 80783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87400864.000000 Penalty: 26795.666016
Iteration 133Q: 42 clusters Score -8.740086e+07 nChanged 17017
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 74880 members 
Mstep: Class 3 contains 75132 members 
Mstep: Class 4 contains 1485 members 
Mstep: Class 5 contains 59074 members 
Mstep: Class 6 contains 18604 members 
Mstep: Class 7 contains 5065 members 
Mstep: Class 8 contains 170420 members 
Mstep: Class 9 contains 70845 members 
Mstep: Class 10 contains 3351 members 
Mstep: Class 11 contains 15561 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 89446 members 
Mstep: Class 15 contains 11228 members 
Mstep: Class 16 contains 91386 members 
Mstep: Class 17 contains 153387 members 
Mstep: Class 18 contains 17007 members 
Mstep: Class 19 contains 113466 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 17101 members 
Mstep: Class 22 contains 2407 members 
Mstep: Class 23 contains 48996 members 
Mstep: Class 24 contains 16089 members 
Mstep: Class 25 contains 2371 members 
Mstep: Class 26 contains 22180 members 
Mstep: Class 27 contains 133133 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 89721 members 
Mstep: Class 30 contains 10152 members 
Mstep: Class 31 contains 53936 members 
Mstep: Class 32 contains 1813 members 
Mstep: Class 33 contains 15763 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2124 members 
Mstep: Class 36 contains 75100 members 
Mstep: Class 37 contains 8456 members 
Mstep: Class 38 contains 89176 members 
Mstep: Class 39 contains 6484 members 
Mstep: Class 40 contains 2269 members 
Mstep: Class 41 contains 82147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87401552.000000 Penalty: 26795.666016
Iteration 134Q: 42 clusters Score -8.740155e+07 nChanged 16491
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 69568 members 
Mstep: Class 2 contains 73654 members 
Mstep: Class 3 contains 75528 members 
Mstep: Class 4 contains 1482 members 
Mstep: Class 5 contains 58605 members 
Mstep: Class 6 contains 18907 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 170188 members 
Mstep: Class 9 contains 70995 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 15612 members 
Mstep: Class 12 contains 1050 members 
Mstep: Class 13 contains 3497 members 
Mstep: Class 14 contains 89406 members 
Mstep: Class 15 contains 11234 members 
Mstep: Class 16 contains 91013 members 
Mstep: Class 17 contains 153283 members 
Mstep: Class 18 contains 16924 members 
Mstep: Class 19 contains 112489 members 
Mstep: Class 20 contains 6556 members 
Mstep: Class 21 contains 17178 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 49424 members 
Mstep: Class 24 contains 15931 members 
Mstep: Class 25 contains 2355 members 
Mstep: Class 26 contains 22138 members 
Mstep: Class 27 contains 133786 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 88845 members 
Mstep: Class 30 contains 10084 members 
Mstep: Class 31 contains 54680 members 
Mstep: Class 32 contains 1809 members 
Mstep: Class 33 contains 16003 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2133 members 
Mstep: Class 36 contains 75324 members 
Mstep: Class 37 contains 8466 members 
Mstep: Class 38 contains 88493 members 
Mstep: Class 39 contains 6534 members 
Mstep: Class 40 contains 2330 members 
Mstep: Class 41 contains 83468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87402712.000000 Penalty: 26795.666016
Iteration 135Q: 42 clusters Score -8.740271e+07 nChanged 15976
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 72508 members 
Mstep: Class 3 contains 75857 members 
Mstep: Class 4 contains 1479 members 
Mstep: Class 5 contains 58112 members 
Mstep: Class 6 contains 19201 members 
Mstep: Class 7 contains 4975 members 
Mstep: Class 8 contains 169907 members 
Mstep: Class 9 contains 71177 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 15666 members 
Mstep: Class 12 contains 1053 members 
Mstep: Class 13 contains 3584 members 
Mstep: Class 14 contains 89393 members 
Mstep: Class 15 contains 11253 members 
Mstep: Class 16 contains 90541 members 
Mstep: Class 17 contains 153267 members 
Mstep: Class 18 contains 16890 members 
Mstep: Class 19 contains 111427 members 
Mstep: Class 20 contains 6750 members 
Mstep: Class 21 contains 17262 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 49737 members 
Mstep: Class 24 contains 15791 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 22113 members 
Mstep: Class 27 contains 134472 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 87941 members 
Mstep: Class 30 contains 10009 members 
Mstep: Class 31 contains 55410 members 
Mstep: Class 32 contains 1807 members 
Mstep: Class 33 contains 16237 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2132 members 
Mstep: Class 36 contains 75629 members 
Mstep: Class 37 contains 8477 members 
Mstep: Class 38 contains 87793 members 
Mstep: Class 39 contains 6593 members 
Mstep: Class 40 contains 2393 members 
Mstep: Class 41 contains 84787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403048.000000 Penalty: 26795.666016
Iteration 136Q: 42 clusters Score -8.740305e+07 nChanged 15250
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 71322 members 
Mstep: Class 3 contains 76181 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 57655 members 
Mstep: Class 6 contains 19523 members 
Mstep: Class 7 contains 4942 members 
Mstep: Class 8 contains 169600 members 
Mstep: Class 9 contains 71470 members 
Mstep: Class 10 contains 3519 members 
Mstep: Class 11 contains 15692 members 
Mstep: Class 12 contains 1056 members 
Mstep: Class 13 contains 3724 members 
Mstep: Class 14 contains 89383 members 
Mstep: Class 15 contains 11279 members 
Mstep: Class 16 contains 90076 members 
Mstep: Class 17 contains 153232 members 
Mstep: Class 18 contains 16824 members 
Mstep: Class 19 contains 110528 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 17307 members 
Mstep: Class 22 contains 2431 members 
Mstep: Class 23 contains 49985 members 
Mstep: Class 24 contains 15649 members 
Mstep: Class 25 contains 2352 members 
Mstep: Class 26 contains 22097 members 
Mstep: Class 27 contains 135112 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 87051 members 
Mstep: Class 30 contains 9958 members 
Mstep: Class 31 contains 56125 members 
Mstep: Class 32 contains 1805 members 
Mstep: Class 33 contains 16440 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2134 members 
Mstep: Class 36 contains 75963 members 
Mstep: Class 37 contains 8487 members 
Mstep: Class 38 contains 87096 members 
Mstep: Class 39 contains 6633 members 
Mstep: Class 40 contains 2465 members 
Mstep: Class 41 contains 85985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87403920.000000 Penalty: 26795.666016
Iteration 137Q: 42 clusters Score -8.740392e+07 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 70181 members 
Mstep: Class 3 contains 76503 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 57231 members 
Mstep: Class 6 contains 19837 members 
Mstep: Class 7 contains 4917 members 
Mstep: Class 8 contains 169175 members 
Mstep: Class 9 contains 71841 members 
Mstep: Class 10 contains 3577 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 1060 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 89404 members 
Mstep: Class 15 contains 11312 members 
Mstep: Class 16 contains 89587 members 
Mstep: Class 17 contains 153146 members 
Mstep: Class 18 contains 16778 members 
Mstep: Class 19 contains 109729 members 
Mstep: Class 20 contains 7154 members 
Mstep: Class 21 contains 17252 members 
Mstep: Class 22 contains 2442 members 
Mstep: Class 23 contains 50160 members 
Mstep: Class 24 contains 15514 members 
Mstep: Class 25 contains 2344 members 
Mstep: Class 26 contains 22079 members 
Mstep: Class 27 contains 135800 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 86182 members 
Mstep: Class 30 contains 9913 members 
Mstep: Class 31 contains 56849 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 16623 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2138 members 
Mstep: Class 36 contains 76350 members 
Mstep: Class 37 contains 8484 members 
Mstep: Class 38 contains 86406 members 
Mstep: Class 39 contains 6674 members 
Mstep: Class 40 contains 2539 members 
Mstep: Class 41 contains 87086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87404416.000000 Penalty: 26795.666016
Iteration 138Q: 42 clusters Score -8.740442e+07 nChanged 14010
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 69148 members 
Mstep: Class 3 contains 76826 members 
Mstep: Class 4 contains 1467 members 
Mstep: Class 5 contains 56798 members 
Mstep: Class 6 contains 20138 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 168725 members 
Mstep: Class 9 contains 72252 members 
Mstep: Class 10 contains 3625 members 
Mstep: Class 11 contains 15730 members 
Mstep: Class 12 contains 1063 members 
Mstep: Class 13 contains 3978 members 
Mstep: Class 14 contains 89459 members 
Mstep: Class 15 contains 11345 members 
Mstep: Class 16 contains 89170 members 
Mstep: Class 17 contains 153110 members 
Mstep: Class 18 contains 16739 members 
Mstep: Class 19 contains 108999 members 
Mstep: Class 20 contains 7367 members 
Mstep: Class 21 contains 17183 members 
Mstep: Class 22 contains 2448 members 
Mstep: Class 23 contains 50237 members 
Mstep: Class 24 contains 15378 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 22070 members 
Mstep: Class 27 contains 136381 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 85355 members 
Mstep: Class 30 contains 9859 members 
Mstep: Class 31 contains 57556 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 16813 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2146 members 
Mstep: Class 36 contains 76794 members 
Mstep: Class 37 contains 8489 members 
Mstep: Class 38 contains 85751 members 
Mstep: Class 39 contains 6707 members 
Mstep: Class 40 contains 2613 members 
Mstep: Class 41 contains 88108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87405272.000000 Penalty: 26795.666016
Iteration 139Q: 42 clusters Score -8.740527e+07 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 68195 members 
Mstep: Class 3 contains 77132 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 56368 members 
Mstep: Class 6 contains 20395 members 
Mstep: Class 7 contains 4873 members 
Mstep: Class 8 contains 168254 members 
Mstep: Class 9 contains 72697 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 11 contains 15730 members 
Mstep: Class 12 contains 1066 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 14 contains 89562 members 
Mstep: Class 15 contains 11391 members 
Mstep: Class 16 contains 88800 members 
Mstep: Class 17 contains 153043 members 
Mstep: Class 18 contains 16776 members 
Mstep: Class 19 contains 108244 members 
Mstep: Class 20 contains 7595 members 
Mstep: Class 21 contains 17094 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 50220 members 
Mstep: Class 24 contains 15243 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 22062 members 
Mstep: Class 27 contains 136953 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 84621 members 
Mstep: Class 30 contains 9804 members 
Mstep: Class 31 contains 58273 members 
Mstep: Class 32 contains 1789 members 
Mstep: Class 33 contains 16988 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2153 members 
Mstep: Class 36 contains 77270 members 
Mstep: Class 37 contains 8493 members 
Mstep: Class 38 contains 85070 members 
Mstep: Class 39 contains 6739 members 
Mstep: Class 40 contains 2689 members 
Mstep: Class 41 contains 89009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87406568.000000 Penalty: 26795.666016
Iteration 140F: 42 clusters Score -8.740657e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 67326 members 
Mstep: Class 3 contains 77407 members 
Mstep: Class 4 contains 1458 members 
Mstep: Class 5 contains 55942 members 
Mstep: Class 6 contains 20772 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 8 contains 167702 members 
Mstep: Class 9 contains 73220 members 
Mstep: Class 10 contains 3746 members 
Mstep: Class 11 contains 15714 members 
Mstep: Class 12 contains 1069 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 89621 members 
Mstep: Class 15 contains 11440 members 
Mstep: Class 16 contains 88415 members 
Mstep: Class 17 contains 152968 members 
Mstep: Class 18 contains 16835 members 
Mstep: Class 19 contains 107635 members 
Mstep: Class 20 contains 7869 members 
Mstep: Class 21 contains 16980 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 50094 members 
Mstep: Class 24 contains 15128 members 
Mstep: Class 25 contains 2340 members 
Mstep: Class 26 contains 22057 members 
Mstep: Class 27 contains 137483 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 83916 members 
Mstep: Class 30 contains 9765 members 
Mstep: Class 31 contains 59026 members 
Mstep: Class 32 contains 1808 members 
Mstep: Class 33 contains 17151 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2152 members 
Mstep: Class 36 contains 77724 members 
Mstep: Class 37 contains 8489 members 
Mstep: Class 38 contains 84299 members 
Mstep: Class 39 contains 6792 members 
Mstep: Class 40 contains 2781 members 
Mstep: Class 41 contains 89731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87407000.000000 Penalty: 26795.666016
Iteration 141Q: 42 clusters Score -8.7407e+07 nChanged 13437
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 66453 members 
Mstep: Class 3 contains 77607 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 55496 members 
Mstep: Class 6 contains 21148 members 
Mstep: Class 7 contains 4821 members 
Mstep: Class 8 contains 167189 members 
Mstep: Class 9 contains 73656 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 15714 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 4414 members 
Mstep: Class 14 contains 89678 members 
Mstep: Class 15 contains 11477 members 
Mstep: Class 16 contains 88016 members 
Mstep: Class 17 contains 152922 members 
Mstep: Class 18 contains 16924 members 
Mstep: Class 19 contains 107158 members 
Mstep: Class 20 contains 8165 members 
Mstep: Class 21 contains 16859 members 
Mstep: Class 22 contains 2485 members 
Mstep: Class 23 contains 49888 members 
Mstep: Class 24 contains 15032 members 
Mstep: Class 25 contains 2334 members 
Mstep: Class 26 contains 22064 members 
Mstep: Class 27 contains 138028 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 83282 members 
Mstep: Class 30 contains 9719 members 
Mstep: Class 31 contains 59778 members 
Mstep: Class 32 contains 1824 members 
Mstep: Class 33 contains 17294 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2155 members 
Mstep: Class 36 contains 78252 members 
Mstep: Class 37 contains 8490 members 
Mstep: Class 38 contains 83506 members 
Mstep: Class 39 contains 6851 members 
Mstep: Class 40 contains 2885 members 
Mstep: Class 41 contains 90340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87407456.000000 Penalty: 26795.666016
Iteration 142Q: 42 clusters Score -8.740746e+07 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 65622 members 
Mstep: Class 3 contains 77772 members 
Mstep: Class 4 contains 1450 members 
Mstep: Class 5 contains 55042 members 
Mstep: Class 6 contains 21429 members 
Mstep: Class 7 contains 4804 members 
Mstep: Class 8 contains 166679 members 
Mstep: Class 9 contains 74078 members 
Mstep: Class 10 contains 3891 members 
Mstep: Class 11 contains 15680 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 4598 members 
Mstep: Class 14 contains 89779 members 
Mstep: Class 15 contains 11518 members 
Mstep: Class 16 contains 87730 members 
Mstep: Class 17 contains 152926 members 
Mstep: Class 18 contains 17016 members 
Mstep: Class 19 contains 106742 members 
Mstep: Class 20 contains 8485 members 
Mstep: Class 21 contains 16717 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 49587 members 
Mstep: Class 24 contains 14943 members 
Mstep: Class 25 contains 2332 members 
Mstep: Class 26 contains 22068 members 
Mstep: Class 27 contains 138539 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 82788 members 
Mstep: Class 30 contains 9674 members 
Mstep: Class 31 contains 60525 members 
Mstep: Class 32 contains 1847 members 
Mstep: Class 33 contains 17428 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2154 members 
Mstep: Class 36 contains 78803 members 
Mstep: Class 37 contains 8491 members 
Mstep: Class 38 contains 82651 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 2977 members 
Mstep: Class 41 contains 90913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408104.000000 Penalty: 26795.666016
Iteration 143Q: 42 clusters Score -8.74081e+07 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 64866 members 
Mstep: Class 3 contains 77878 members 
Mstep: Class 4 contains 1451 members 
Mstep: Class 5 contains 54613 members 
Mstep: Class 6 contains 21711 members 
Mstep: Class 7 contains 4811 members 
Mstep: Class 8 contains 166201 members 
Mstep: Class 9 contains 74477 members 
Mstep: Class 10 contains 3965 members 
Mstep: Class 11 contains 15647 members 
Mstep: Class 12 contains 1068 members 
Mstep: Class 13 contains 4804 members 
Mstep: Class 14 contains 89873 members 
Mstep: Class 15 contains 11576 members 
Mstep: Class 16 contains 87462 members 
Mstep: Class 17 contains 152886 members 
Mstep: Class 18 contains 17146 members 
Mstep: Class 19 contains 106358 members 
Mstep: Class 20 contains 8818 members 
Mstep: Class 21 contains 16563 members 
Mstep: Class 22 contains 2511 members 
Mstep: Class 23 contains 49209 members 
Mstep: Class 24 contains 14835 members 
Mstep: Class 25 contains 2326 members 
Mstep: Class 26 contains 22077 members 
Mstep: Class 27 contains 139014 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 82399 members 
Mstep: Class 30 contains 9637 members 
Mstep: Class 31 contains 61263 members 
Mstep: Class 32 contains 1867 members 
Mstep: Class 33 contains 17545 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2156 members 
Mstep: Class 36 contains 79406 members 
Mstep: Class 37 contains 8511 members 
Mstep: Class 38 contains 81688 members 
Mstep: Class 39 contains 6909 members 
Mstep: Class 40 contains 3072 members 
Mstep: Class 41 contains 91462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408736.000000 Penalty: 26795.666016
Iteration 144Q: 42 clusters Score -8.740874e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 64193 members 
Mstep: Class 3 contains 77943 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 5 contains 54208 members 
Mstep: Class 6 contains 22001 members 
Mstep: Class 7 contains 4804 members 
Mstep: Class 8 contains 165758 members 
Mstep: Class 9 contains 74865 members 
Mstep: Class 10 contains 4034 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 1069 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 14 contains 89955 members 
Mstep: Class 15 contains 11639 members 
Mstep: Class 16 contains 87232 members 
Mstep: Class 17 contains 152868 members 
Mstep: Class 18 contains 17279 members 
Mstep: Class 19 contains 105940 members 
Mstep: Class 20 contains 9168 members 
Mstep: Class 21 contains 16420 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 48763 members 
Mstep: Class 24 contains 14729 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 22080 members 
Mstep: Class 27 contains 139425 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 82053 members 
Mstep: Class 30 contains 9597 members 
Mstep: Class 31 contains 62052 members 
Mstep: Class 32 contains 1883 members 
Mstep: Class 33 contains 17666 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 2156 members 
Mstep: Class 36 contains 80077 members 
Mstep: Class 37 contains 8530 members 
Mstep: Class 38 contains 80650 members 
Mstep: Class 39 contains 6931 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 91931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87408848.000000 Penalty: 26795.666016
Iteration 145Q: 42 clusters Score -8.740885e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 63510 members 
Mstep: Class 3 contains 78004 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 53841 members 
Mstep: Class 6 contains 22342 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 8 contains 165323 members 
Mstep: Class 9 contains 75194 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 15530 members 
Mstep: Class 12 contains 1073 members 
Mstep: Class 13 contains 5202 members 
Mstep: Class 14 contains 90056 members 
Mstep: Class 15 contains 11697 members 
Mstep: Class 16 contains 86963 members 
Mstep: Class 17 contains 152877 members 
Mstep: Class 18 contains 17430 members 
Mstep: Class 19 contains 105625 members 
Mstep: Class 20 contains 9507 members 
Mstep: Class 21 contains 16279 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 48256 members 
Mstep: Class 24 contains 14652 members 
Mstep: Class 25 contains 2318 members 
Mstep: Class 26 contains 22080 members 
Mstep: Class 27 contains 139816 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 81766 members 
Mstep: Class 30 contains 9566 members 
Mstep: Class 31 contains 62826 members 
Mstep: Class 32 contains 1890 members 
Mstep: Class 33 contains 17771 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 2157 members 
Mstep: Class 36 contains 80800 members 
Mstep: Class 37 contains 8550 members 
Mstep: Class 38 contains 79596 members 
Mstep: Class 39 contains 6957 members 
Mstep: Class 40 contains 3239 members 
Mstep: Class 41 contains 92323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409408.000000 Penalty: 26795.666016
Iteration 146Q: 42 clusters Score -8.740941e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 62983 members 
Mstep: Class 3 contains 78055 members 
Mstep: Class 4 contains 1444 members 
Mstep: Class 5 contains 53468 members 
Mstep: Class 6 contains 22717 members 
Mstep: Class 7 contains 4812 members 
Mstep: Class 8 contains 164962 members 
Mstep: Class 9 contains 75501 members 
Mstep: Class 10 contains 4168 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 12 contains 1076 members 
Mstep: Class 13 contains 5395 members 
Mstep: Class 14 contains 90112 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 16 contains 86689 members 
Mstep: Class 17 contains 152862 members 
Mstep: Class 18 contains 17640 members 
Mstep: Class 19 contains 105324 members 
Mstep: Class 20 contains 9833 members 
Mstep: Class 21 contains 16152 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 47699 members 
Mstep: Class 24 contains 14566 members 
Mstep: Class 25 contains 2311 members 
Mstep: Class 26 contains 22087 members 
Mstep: Class 27 contains 140153 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 81588 members 
Mstep: Class 30 contains 9541 members 
Mstep: Class 31 contains 63703 members 
Mstep: Class 32 contains 1900 members 
Mstep: Class 33 contains 17896 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 2166 members 
Mstep: Class 36 contains 81507 members 
Mstep: Class 37 contains 8568 members 
Mstep: Class 38 contains 78496 members 
Mstep: Class 39 contains 6971 members 
Mstep: Class 40 contains 3323 members 
Mstep: Class 41 contains 92513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410176.000000 Penalty: 26795.666016
Iteration 147Q: 42 clusters Score -8.741018e+07 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71781 members 
Mstep: Class 2 contains 62627 members 
Mstep: Class 3 contains 78105 members 
Mstep: Class 4 contains 1433 members 
Mstep: Class 5 contains 53123 members 
Mstep: Class 6 contains 23076 members 
Mstep: Class 7 contains 4816 members 
Mstep: Class 8 contains 164608 members 
Mstep: Class 9 contains 75824 members 
Mstep: Class 10 contains 4217 members 
Mstep: Class 11 contains 15405 members 
Mstep: Class 12 contains 1077 members 
Mstep: Class 13 contains 5584 members 
Mstep: Class 14 contains 90172 members 
Mstep: Class 15 contains 11779 members 
Mstep: Class 16 contains 86408 members 
Mstep: Class 17 contains 152823 members 
Mstep: Class 18 contains 17879 members 
Mstep: Class 19 contains 105027 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 15998 members 
Mstep: Class 22 contains 2529 members 
Mstep: Class 23 contains 47075 members 
Mstep: Class 24 contains 14505 members 
Mstep: Class 25 contains 2306 members 
Mstep: Class 26 contains 22103 members 
Mstep: Class 27 contains 140482 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 81491 members 
Mstep: Class 30 contains 9524 members 
Mstep: Class 31 contains 64505 members 
Mstep: Class 32 contains 1908 members 
Mstep: Class 33 contains 18027 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 2170 members 
Mstep: Class 36 contains 82277 members 
Mstep: Class 37 contains 8584 members 
Mstep: Class 38 contains 77271 members 
Mstep: Class 39 contains 6975 members 
Mstep: Class 40 contains 3396 members 
Mstep: Class 41 contains 92763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410040.000000 Penalty: 26795.666016
Iteration 148Q: 42 clusters Score -8.741004e+07 nChanged 12318
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71609 members 
Mstep: Class 2 contains 62347 members 
Mstep: Class 3 contains 78141 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 52776 members 
Mstep: Class 6 contains 23472 members 
Mstep: Class 7 contains 4820 members 
Mstep: Class 8 contains 164279 members 
Mstep: Class 9 contains 76106 members 
Mstep: Class 10 contains 4266 members 
Mstep: Class 11 contains 15337 members 
Mstep: Class 12 contains 1077 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 90218 members 
Mstep: Class 15 contains 11816 members 
Mstep: Class 16 contains 86241 members 
Mstep: Class 17 contains 152850 members 
Mstep: Class 18 contains 18124 members 
Mstep: Class 19 contains 104778 members 
Mstep: Class 20 contains 10497 members 
Mstep: Class 21 contains 15818 members 
Mstep: Class 22 contains 2533 members 
Mstep: Class 23 contains 46347 members 
Mstep: Class 24 contains 14447 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 22112 members 
Mstep: Class 27 contains 140786 members 
Mstep: Class 28 contains 163 members 
Mstep: Class 29 contains 81463 members 
Mstep: Class 30 contains 9513 members 
Mstep: Class 31 contains 65294 members 
Mstep: Class 32 contains 1918 members 
Mstep: Class 33 contains 18139 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 2174 members 
Mstep: Class 36 contains 83082 members 
Mstep: Class 37 contains 8603 members 
Mstep: Class 38 contains 75888 members 
Mstep: Class 39 contains 6981 members 
Mstep: Class 40 contains 3452 members 
Mstep: Class 41 contains 92999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409416.000000 Penalty: 26795.666016
Iteration 149Q: 42 clusters Score -8.740942e+07 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 62137 members 
Mstep: Class 3 contains 78165 members 
Mstep: Class 4 contains 1417 members 
Mstep: Class 5 contains 52461 members 
Mstep: Class 6 contains 23892 members 
Mstep: Class 7 contains 4815 members 
Mstep: Class 8 contains 163963 members 
Mstep: Class 9 contains 76469 members 
Mstep: Class 10 contains 4312 members 
Mstep: Class 11 contains 15263 members 
Mstep: Class 12 contains 1077 members 
Mstep: Class 13 contains 5984 members 
Mstep: Class 14 contains 90262 members 
Mstep: Class 15 contains 11857 members 
Mstep: Class 16 contains 86165 members 
Mstep: Class 17 contains 152788 members 
Mstep: Class 18 contains 18347 members 
Mstep: Class 19 contains 104589 members 
Mstep: Class 20 contains 10845 members 
Mstep: Class 21 contains 15638 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 45513 members 
Mstep: Class 24 contains 14388 members 
Mstep: Class 25 contains 2291 members 
Mstep: Class 26 contains 22124 members 
Mstep: Class 27 contains 141019 members 
Mstep: Class 28 contains 163 members 
Mstep: Class 29 contains 81532 members 
Mstep: Class 30 contains 9507 members 
Mstep: Class 31 contains 66089 members 
Mstep: Class 32 contains 1923 members 
Mstep: Class 33 contains 18231 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 2178 members 
Mstep: Class 36 contains 83859 members 
Mstep: Class 37 contains 8620 members 
Mstep: Class 38 contains 74523 members 
Mstep: Class 39 contains 6994 members 
Mstep: Class 40 contains 3502 members 
Mstep: Class 41 contains 93160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409744.000000 Penalty: 26795.666016
Iteration 150Q: 42 clusters Score -8.740974e+07 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 62046 members 
Mstep: Class 3 contains 78179 members 
Mstep: Class 4 contains 1417 members 
Mstep: Class 5 contains 52161 members 
Mstep: Class 6 contains 24324 members 
Mstep: Class 7 contains 4810 members 
Mstep: Class 8 contains 163624 members 
Mstep: Class 9 contains 76797 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 15208 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 6175 members 
Mstep: Class 14 contains 90334 members 
Mstep: Class 15 contains 11908 members 
Mstep: Class 16 contains 86214 members 
Mstep: Class 17 contains 152683 members 
Mstep: Class 18 contains 18568 members 
Mstep: Class 19 contains 104429 members 
Mstep: Class 20 contains 11233 members 
Mstep: Class 21 contains 15443 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 44566 members 
Mstep: Class 24 contains 14340 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 22135 members 
Mstep: Class 27 contains 141241 members 
Mstep: Class 28 contains 163 members 
Mstep: Class 29 contains 81682 members 
Mstep: Class 30 contains 9504 members 
Mstep: Class 31 contains 66953 members 
Mstep: Class 32 contains 1922 members 
Mstep: Class 33 contains 18323 members 
Mstep: Class 34 contains 278 members 
Mstep: Class 35 contains 2182 members 
Mstep: Class 36 contains 84690 members 
Mstep: Class 37 contains 8627 members 
Mstep: Class 38 contains 72967 members 
Mstep: Class 39 contains 7011 members 
Mstep: Class 40 contains 3550 members 
Mstep: Class 41 contains 93224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409952.000000 Penalty: 26795.666016
Iteration 151Q: 42 clusters Score -8.740995e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 70725 members 
Mstep: Class 2 contains 62013 members 
Mstep: Class 3 contains 78181 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 51920 members 
Mstep: Class 6 contains 24768 members 
Mstep: Class 7 contains 4810 members 
Mstep: Class 8 contains 163279 members 
Mstep: Class 9 contains 77063 members 
Mstep: Class 10 contains 4410 members 
Mstep: Class 11 contains 15138 members 
Mstep: Class 12 contains 1077 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 90407 members 
Mstep: Class 15 contains 11969 members 
Mstep: Class 16 contains 86059 members 
Mstep: Class 17 contains 152589 members 
Mstep: Class 18 contains 18805 members 
Mstep: Class 19 contains 104190 members 
Mstep: Class 20 contains 11615 members 
Mstep: Class 21 contains 15246 members 
Mstep: Class 22 contains 2565 members 
Mstep: Class 23 contains 43685 members 
Mstep: Class 24 contains 14274 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 22151 members 
Mstep: Class 27 contains 141424 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 81881 members 
Mstep: Class 30 contains 9513 members 
Mstep: Class 31 contains 67707 members 
Mstep: Class 32 contains 1927 members 
Mstep: Class 33 contains 18425 members 
Mstep: Class 34 contains 278 members 
Mstep: Class 35 contains 2188 members 
Mstep: Class 36 contains 85550 members 
Mstep: Class 37 contains 8628 members 
Mstep: Class 38 contains 71467 members 
Mstep: Class 39 contains 7029 members 
Mstep: Class 40 contains 3603 members 
Mstep: Class 41 contains 93469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410016.000000 Penalty: 26795.666016
Iteration 152Q: 42 clusters Score -8.741002e+07 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 61941 members 
Mstep: Class 3 contains 78150 members 
Mstep: Class 4 contains 1420 members 
Mstep: Class 5 contains 51682 members 
Mstep: Class 6 contains 25239 members 
Mstep: Class 7 contains 4815 members 
Mstep: Class 8 contains 162954 members 
Mstep: Class 9 contains 77233 members 
Mstep: Class 10 contains 4458 members 
Mstep: Class 11 contains 15071 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 6551 members 
Mstep: Class 14 contains 90446 members 
Mstep: Class 15 contains 11999 members 
Mstep: Class 16 contains 85836 members 
Mstep: Class 17 contains 152569 members 
Mstep: Class 18 contains 19038 members 
Mstep: Class 19 contains 104036 members 
Mstep: Class 20 contains 12023 members 
Mstep: Class 21 contains 15018 members 
Mstep: Class 22 contains 2574 members 
Mstep: Class 23 contains 42885 members 
Mstep: Class 24 contains 14192 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 22187 members 
Mstep: Class 27 contains 141595 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 82176 members 
Mstep: Class 30 contains 9511 members 
Mstep: Class 31 contains 68466 members 
Mstep: Class 32 contains 1936 members 
Mstep: Class 33 contains 18512 members 
Mstep: Class 34 contains 279 members 
Mstep: Class 35 contains 2200 members 
Mstep: Class 36 contains 86453 members 
Mstep: Class 37 contains 8626 members 
Mstep: Class 38 contains 70012 members 
Mstep: Class 39 contains 7038 members 
Mstep: Class 40 contains 3652 members 
Mstep: Class 41 contains 93642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409824.000000 Penalty: 26795.666016
Iteration 153Q: 42 clusters Score -8.740982e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 61952 members 
Mstep: Class 3 contains 78095 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 51447 members 
Mstep: Class 6 contains 25751 members 
Mstep: Class 7 contains 4824 members 
Mstep: Class 8 contains 162631 members 
Mstep: Class 9 contains 77455 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 15009 members 
Mstep: Class 12 contains 1078 members 
Mstep: Class 13 contains 6746 members 
Mstep: Class 14 contains 90459 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 85480 members 
Mstep: Class 17 contains 152566 members 
Mstep: Class 18 contains 19281 members 
Mstep: Class 19 contains 103906 members 
Mstep: Class 20 contains 12409 members 
Mstep: Class 21 contains 14785 members 
Mstep: Class 22 contains 2579 members 
Mstep: Class 23 contains 42071 members 
Mstep: Class 24 contains 14114 members 
Mstep: Class 25 contains 2273 members 
Mstep: Class 26 contains 22247 members 
Mstep: Class 27 contains 141741 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 82516 members 
Mstep: Class 30 contains 9509 members 
Mstep: Class 31 contains 69272 members 
Mstep: Class 32 contains 1943 members 
Mstep: Class 33 contains 18586 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2212 members 
Mstep: Class 36 contains 87373 members 
Mstep: Class 37 contains 8632 members 
Mstep: Class 38 contains 68555 members 
Mstep: Class 39 contains 7040 members 
Mstep: Class 40 contains 3681 members 
Mstep: Class 41 contains 93720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410480.000000 Penalty: 26795.666016
Iteration 154Q: 42 clusters Score -8.741048e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 62014 members 
Mstep: Class 3 contains 78042 members 
Mstep: Class 4 contains 1425 members 
Mstep: Class 5 contains 51212 members 
Mstep: Class 6 contains 26235 members 
Mstep: Class 7 contains 4831 members 
Mstep: Class 8 contains 162350 members 
Mstep: Class 9 contains 77702 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 14953 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 6949 members 
Mstep: Class 14 contains 90486 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 85176 members 
Mstep: Class 17 contains 152539 members 
Mstep: Class 18 contains 19496 members 
Mstep: Class 19 contains 103733 members 
Mstep: Class 20 contains 12762 members 
Mstep: Class 21 contains 14533 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 41292 members 
Mstep: Class 24 contains 14036 members 
Mstep: Class 25 contains 2271 members 
Mstep: Class 26 contains 22319 members 
Mstep: Class 27 contains 141853 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 82876 members 
Mstep: Class 30 contains 9504 members 
Mstep: Class 31 contains 70106 members 
Mstep: Class 32 contains 1948 members 
Mstep: Class 33 contains 18669 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2224 members 
Mstep: Class 36 contains 88344 members 
Mstep: Class 37 contains 8632 members 
Mstep: Class 38 contains 67049 members 
Mstep: Class 39 contains 7042 members 
Mstep: Class 40 contains 3698 members 
Mstep: Class 41 contains 93752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409904.000000 Penalty: 26795.666016
Iteration 155Q: 42 clusters Score -8.74099e+07 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 62148 members 
Mstep: Class 3 contains 78013 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 51013 members 
Mstep: Class 6 contains 26804 members 
Mstep: Class 7 contains 4835 members 
Mstep: Class 8 contains 162046 members 
Mstep: Class 9 contains 77897 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 14895 members 
Mstep: Class 12 contains 1079 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 90489 members 
Mstep: Class 15 contains 12064 members 
Mstep: Class 16 contains 84841 members 
Mstep: Class 17 contains 152538 members 
Mstep: Class 18 contains 19711 members 
Mstep: Class 19 contains 103661 members 
Mstep: Class 20 contains 13094 members 
Mstep: Class 21 contains 14241 members 
Mstep: Class 22 contains 2592 members 
Mstep: Class 23 contains 40568 members 
Mstep: Class 24 contains 13951 members 
Mstep: Class 25 contains 2276 members 
Mstep: Class 26 contains 22431 members 
Mstep: Class 27 contains 141980 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 83233 members 
Mstep: Class 30 contains 9491 members 
Mstep: Class 31 contains 70993 members 
Mstep: Class 32 contains 1964 members 
Mstep: Class 33 contains 18743 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 2233 members 
Mstep: Class 36 contains 89189 members 
Mstep: Class 37 contains 8630 members 
Mstep: Class 38 contains 65494 members 
Mstep: Class 39 contains 7042 members 
Mstep: Class 40 contains 3725 members 
Mstep: Class 41 contains 93626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410336.000000 Penalty: 26795.666016
Iteration 156Q: 42 clusters Score -8.741034e+07 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 62349 members 
Mstep: Class 3 contains 77980 members 
Mstep: Class 4 contains 1423 members 
Mstep: Class 5 contains 50813 members 
Mstep: Class 6 contains 27455 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 161808 members 
Mstep: Class 9 contains 78040 members 
Mstep: Class 10 contains 4682 members 
Mstep: Class 11 contains 14866 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 7320 members 
Mstep: Class 14 contains 90483 members 
Mstep: Class 15 contains 12099 members 
Mstep: Class 16 contains 84543 members 
Mstep: Class 17 contains 152531 members 
Mstep: Class 18 contains 19884 members 
Mstep: Class 19 contains 103487 members 
Mstep: Class 20 contains 13439 members 
Mstep: Class 21 contains 13951 members 
Mstep: Class 22 contains 2598 members 
Mstep: Class 23 contains 39901 members 
Mstep: Class 24 contains 13863 members 
Mstep: Class 25 contains 2283 members 
Mstep: Class 26 contains 22562 members 
Mstep: Class 27 contains 142047 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 83619 members 
Mstep: Class 30 contains 9486 members 
Mstep: Class 31 contains 71887 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 18833 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2242 members 
Mstep: Class 36 contains 89913 members 
Mstep: Class 37 contains 8630 members 
Mstep: Class 38 contains 63925 members 
Mstep: Class 39 contains 7043 members 
Mstep: Class 40 contains 3743 members 
Mstep: Class 41 contains 93504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87410336.000000 Penalty: 26795.666016
Iteration 157Q: 42 clusters Score -8.741034e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 62523 members 
Mstep: Class 3 contains 77920 members 
Mstep: Class 4 contains 1419 members 
Mstep: Class 5 contains 50627 members 
Mstep: Class 6 contains 28067 members 
Mstep: Class 7 contains 4834 members 
Mstep: Class 8 contains 161614 members 
Mstep: Class 9 contains 78133 members 
Mstep: Class 10 contains 4716 members 
Mstep: Class 11 contains 14828 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 7474 members 
Mstep: Class 14 contains 90494 members 
Mstep: Class 15 contains 12126 members 
Mstep: Class 16 contains 84342 members 
Mstep: Class 17 contains 152510 members 
Mstep: Class 18 contains 20069 members 
Mstep: Class 19 contains 103451 members 
Mstep: Class 20 contains 13763 members 
Mstep: Class 21 contains 13641 members 
Mstep: Class 22 contains 2605 members 
Mstep: Class 23 contains 39213 members 
Mstep: Class 24 contains 13802 members 
Mstep: Class 25 contains 2286 members 
Mstep: Class 26 contains 22731 members 
Mstep: Class 27 contains 142088 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 84046 members 
Mstep: Class 30 contains 9479 members 
Mstep: Class 31 contains 72725 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 18928 members 
Mstep: Class 34 contains 280 members 
Mstep: Class 35 contains 2245 members 
Mstep: Class 36 contains 90600 members 
Mstep: Class 37 contains 8628 members 
Mstep: Class 38 contains 62352 members 
Mstep: Class 39 contains 7042 members 
Mstep: Class 40 contains 3762 members 
Mstep: Class 41 contains 93294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87409512.000000 Penalty: 26795.666016
Iteration 158Q: 42 clusters Score -8.740951e+07 nChanged 11181
Entering ConstructFrom: 
Score: -87409512.000000 Penalty: 26795.666016
Entering ConstructFrom: 
Trying to split cluster 1 (68070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Entering Unmasked Estep 
Score: -3750539.500000 Penalty: 506.337280
	Iteration 0F: 2 clusters Score -3750540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -3704843.250000 Penalty: 1012.674561
	Iteration 0F: 3 clusters Score -3704843 nChanged 33001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -3724733.000000 Penalty: 1012.674561
	Iteration 1F: 3 clusters Score -3724733 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -3725160.250000 Penalty: 1012.674561
	Iteration 2Q: 3 clusters Score -3725160 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -3725694.500000 Penalty: 1012.674561
	Iteration 3Q: 3 clusters Score -3725694 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -3726615.250000 Penalty: 1012.674561
	Iteration 4Q: 3 clusters Score -3726615 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -3728427.750000 Penalty: 1012.674561
	Iteration 5F: 3 clusters Score -3728428 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -3731861.500000 Penalty: 1012.674561
	Iteration 6F: 3 clusters Score -3731862 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -3737253.750000 Penalty: 1012.674561
	Iteration 7F: 3 clusters Score -3737254 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -3743633.500000 Penalty: 1012.674561
	Iteration 8F: 3 clusters Score -3743634 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -3748075.250000 Penalty: 1012.674561
	Iteration 9F: 3 clusters Score -3748075 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -3749660.250000 Penalty: 1012.674561
	Iteration 10Q: 3 clusters Score -3749660 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -3749983.250000 Penalty: 1012.674561
	Iteration 11Q: 3 clusters Score -3749983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -3750047.250000 Penalty: 1012.674561
	Iteration 12Q: 3 clusters Score -3750047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -3750056.750000 Penalty: 1012.674561
	Iteration 13Q: 3 clusters Score -3750057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -3750063.250000 Penalty: 1012.674561
	Iteration 14Q: 3 clusters Score -3750063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -3750065.250000 Penalty: 1012.674561
	Iteration 15Q: 3 clusters Score -3750065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -3750065.250000 Penalty: 1012.674561
	Iteration 16F: 3 clusters Score -3750065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (62744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Entering Unmasked Estep 
Score: -3508946.500000 Penalty: 502.630219
	Iteration 0F: 2 clusters Score -3508946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -3467098.500000 Penalty: 1005.260437
	Iteration 0F: 3 clusters Score -3467098 nChanged 30467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -3485380.750000 Penalty: 1005.260437
	Iteration 1F: 3 clusters Score -3485381 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -3486243.500000 Penalty: 1005.260437
	Iteration 2Q: 3 clusters Score -3486244 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3487480.250000 Penalty: 1005.260437
	Iteration 3Q: 3 clusters Score -3487480 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3489646.250000 Penalty: 1005.260437
	Iteration 4F: 3 clusters Score -3489646 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3493141.250000 Penalty: 1005.260437
	Iteration 5F: 3 clusters Score -3493141 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3498069.250000 Penalty: 1005.260437
	Iteration 6F: 3 clusters Score -3498069 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57492 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3503291.250000 Penalty: 1005.260437
	Iteration 7F: 3 clusters Score -3503291 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3506568.000000 Penalty: 1005.260437
	Iteration 8F: 3 clusters Score -3506568 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3507895.750000 Penalty: 1005.260437
	Iteration 9Q: 3 clusters Score -3507896 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3508306.000000 Penalty: 1005.260437
	Iteration 10Q: 3 clusters Score -3508306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -3508440.000000 Penalty: 1005.260437
	Iteration 11Q: 3 clusters Score -3508440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3508493.750000 Penalty: 1005.260437
	Iteration 12Q: 3 clusters Score -3508494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3508512.250000 Penalty: 1005.260437
	Iteration 13Q: 3 clusters Score -3508512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3508529.000000 Penalty: 1005.260437
	Iteration 14Q: 3 clusters Score -3508529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3508533.250000 Penalty: 1005.260437
	Iteration 15Q: 3 clusters Score -3508533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -3508538.250000 Penalty: 1005.260437
	Iteration 16Q: 3 clusters Score -3508538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3508543.250000 Penalty: 1005.260437
	Iteration 17Q: 3 clusters Score -3508543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3508543.250000 Penalty: 1005.260437
	Iteration 18F: 3 clusters Score -3508543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Entering Unmasked Estep 
Score: -4090750.500000 Penalty: 512.446106
	Iteration 0F: 2 clusters Score -4090750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -4038701.750000 Penalty: 1024.892212
	Iteration 0F: 3 clusters Score -4038702 nChanged 37790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -4064004.000000 Penalty: 1024.892212
	Iteration 1F: 3 clusters Score -4064004 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -4066934.500000 Penalty: 1024.892212
	Iteration 2F: 3 clusters Score -4066934 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4071651.500000 Penalty: 1024.892212
	Iteration 3F: 3 clusters Score -4071652 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64732 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4077772.500000 Penalty: 1024.892212
	Iteration 4F: 3 clusters Score -4077772 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -4083447.000000 Penalty: 1024.892212
	Iteration 5F: 3 clusters Score -4083447 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -4086805.250000 Penalty: 1024.892212
	Iteration 6Q: 3 clusters Score -4086805 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4088416.000000 Penalty: 1024.892212
	Iteration 7Q: 3 clusters Score -4088416 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4089212.250000 Penalty: 1024.892212
	Iteration 8Q: 3 clusters Score -4089212 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76879 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4089653.500000 Penalty: 1024.892212
	Iteration 9Q: 3 clusters Score -4089654 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77256 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4089909.000000 Penalty: 1024.892212
	Iteration 10Q: 3 clusters Score -4089909 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4090052.000000 Penalty: 1024.892212
	Iteration 11Q: 3 clusters Score -4090052 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4090143.500000 Penalty: 1024.892212
	Iteration 12Q: 3 clusters Score -4090144 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77667 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -4090197.250000 Penalty: 1024.892212
	Iteration 13Q: 3 clusters Score -4090197 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77699 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4090237.750000 Penalty: 1024.892212
	Iteration 14Q: 3 clusters Score -4090238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4090262.500000 Penalty: 1024.892212
	Iteration 15Q: 3 clusters Score -4090262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4090278.250000 Penalty: 1024.892212
	Iteration 16Q: 3 clusters Score -4090278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4090287.750000 Penalty: 1024.892212
	Iteration 17Q: 3 clusters Score -4090288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -4090291.750000 Penalty: 1024.892212
	Iteration 18Q: 3 clusters Score -4090292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -4090292.500000 Penalty: 1024.892212
	Iteration 19Q: 3 clusters Score -4090292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4090293.750000 Penalty: 1024.892212
	Iteration 20F: 3 clusters Score -4090294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4090301.000000 Penalty: 1024.892212
	Iteration 21Q: 3 clusters Score -4090301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4090309.000000 Penalty: 1024.892212
	Iteration 22Q: 3 clusters Score -4090309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4090311.000000 Penalty: 1024.892212
	Iteration 23Q: 3 clusters Score -4090311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4090320.000000 Penalty: 1024.892212
	Iteration 24Q: 3 clusters Score -4090320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4090332.750000 Penalty: 1024.892212
	Iteration 25Q: 3 clusters Score -4090333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -4090334.750000 Penalty: 1024.892212
	Iteration 26Q: 3 clusters Score -4090335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4090337.250000 Penalty: 1024.892212
	Iteration 27Q: 3 clusters Score -4090337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4090337.250000 Penalty: 1024.892212
	Iteration 28F: 3 clusters Score -4090337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -71899.398438 Penalty: 330.129395
	Iteration 0F: 2 clusters Score -71899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -70862.507812 Penalty: 660.258789
	Iteration 0F: 3 clusters Score -70862.51 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -71160.007812 Penalty: 660.258789
	Iteration 1F: 3 clusters Score -71160.01 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -71207.304688 Penalty: 660.258789
	Iteration 2F: 3 clusters Score -71207.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -71239.515625 Penalty: 660.258789
	Iteration 3Q: 3 clusters Score -71239.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -71272.296875 Penalty: 660.258789
	Iteration 4Q: 3 clusters Score -71272.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -71296.757812 Penalty: 660.258789
	Iteration 5Q: 3 clusters Score -71296.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -71315.601562 Penalty: 660.258789
	Iteration 6Q: 3 clusters Score -71315.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -71334.078125 Penalty: 660.258789
	Iteration 7Q: 3 clusters Score -71334.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -71363.875000 Penalty: 660.258789
	Iteration 8Q: 3 clusters Score -71363.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -71396.765625 Penalty: 660.258789
	Iteration 9Q: 3 clusters Score -71396.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -71426.351562 Penalty: 660.258789
	Iteration 10Q: 3 clusters Score -71426.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -71457.000000 Penalty: 660.258789
	Iteration 11Q: 3 clusters Score -71457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -71490.570312 Penalty: 660.258789
	Iteration 12Q: 3 clusters Score -71490.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -71516.851562 Penalty: 660.258789
	Iteration 13Q: 3 clusters Score -71516.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -71538.070312 Penalty: 660.258789
	Iteration 14Q: 3 clusters Score -71538.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -71553.242188 Penalty: 660.258789
	Iteration 15Q: 3 clusters Score -71553.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -71561.343750 Penalty: 660.258789
	Iteration 16Q: 3 clusters Score -71561.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -71571.140625 Penalty: 660.258789
	Iteration 17Q: 3 clusters Score -71571.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -71579.054688 Penalty: 660.258789
	Iteration 18Q: 3 clusters Score -71579.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -71587.703125 Penalty: 660.258789
	Iteration 19Q: 3 clusters Score -71587.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -71592.843750 Penalty: 660.258789
	Iteration 20F: 3 clusters Score -71592.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -71596.453125 Penalty: 660.258789
	Iteration 21Q: 3 clusters Score -71596.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -71598.367188 Penalty: 660.258789
	Iteration 22Q: 3 clusters Score -71598.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -71599.601562 Penalty: 660.258789
	Iteration 23Q: 3 clusters Score -71599.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -71601.296875 Penalty: 660.258789
	Iteration 24Q: 3 clusters Score -71601.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -71602.531250 Penalty: 660.258789
	Iteration 25Q: 3 clusters Score -71602.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -71604.742188 Penalty: 660.258789
	Iteration 26Q: 3 clusters Score -71604.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -71605.796875 Penalty: 660.258789
	Iteration 27Q: 3 clusters Score -71605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -71607.820312 Penalty: 660.258789
	Iteration 28Q: 3 clusters Score -71607.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -71609.312500 Penalty: 660.258789
	Iteration 29Q: 3 clusters Score -71609.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -71610.148438 Penalty: 660.258789
	Iteration 30Q: 3 clusters Score -71610.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -71611.546875 Penalty: 660.258789
	Iteration 31Q: 3 clusters Score -71611.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -71613.460938 Penalty: 660.258789
	Iteration 32Q: 3 clusters Score -71613.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -71616.882812 Penalty: 660.258789
	Iteration 33Q: 3 clusters Score -71616.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -71621.000000 Penalty: 660.258789
	Iteration 34Q: 3 clusters Score -71621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -71625.890625 Penalty: 660.258789
	Iteration 35Q: 3 clusters Score -71625.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -71628.734375 Penalty: 660.258789
	Iteration 36Q: 3 clusters Score -71628.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -71631.367188 Penalty: 660.258789
	Iteration 37Q: 3 clusters Score -71631.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -71633.671875 Penalty: 660.258789
	Iteration 38Q: 3 clusters Score -71633.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -71635.070312 Penalty: 660.258789
	Iteration 39Q: 3 clusters Score -71635.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -71638.140625 Penalty: 660.258789
	Iteration 40F: 3 clusters Score -71638.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -71641.507812 Penalty: 660.258789
	Iteration 41Q: 3 clusters Score -71641.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -71642.992188 Penalty: 660.258789
	Iteration 42Q: 3 clusters Score -71642.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -71643.320312 Penalty: 660.258789
	Iteration 43Q: 3 clusters Score -71643.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -71644.390625 Penalty: 660.258789
	Iteration 44Q: 3 clusters Score -71644.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -71645.804688 Penalty: 660.258789
	Iteration 45Q: 3 clusters Score -71645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -71646.796875 Penalty: 660.258789
	Iteration 46Q: 3 clusters Score -71646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -71647.117188 Penalty: 660.258789
	Iteration 47Q: 3 clusters Score -71647.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -71647.335938 Penalty: 660.258789
	Iteration 48Q: 3 clusters Score -71647.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -71647.593750 Penalty: 660.258789
	Iteration 49Q: 3 clusters Score -71647.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -71647.593750 Penalty: 660.258789
	Iteration 50F: 3 clusters Score -71647.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Entering Unmasked Estep 
Score: -2536249.750000 Penalty: 492.721130
	Iteration 0F: 2 clusters Score -2536250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2502493.250000 Penalty: 985.442261
	Iteration 0F: 3 clusters Score -2502493 nChanged 24356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -2517373.750000 Penalty: 985.442261
	Iteration 1F: 3 clusters Score -2517374 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -2518106.000000 Penalty: 985.442261
	Iteration 2Q: 3 clusters Score -2518106 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -2519196.250000 Penalty: 985.442261
	Iteration 3Q: 3 clusters Score -2519196 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -2520920.500000 Penalty: 985.442261
	Iteration 4F: 3 clusters Score -2520920 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -2523652.750000 Penalty: 985.442261
	Iteration 5F: 3 clusters Score -2523653 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -2526960.750000 Penalty: 985.442261
	Iteration 6F: 3 clusters Score -2526961 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -2529896.000000 Penalty: 985.442261
	Iteration 7F: 3 clusters Score -2529896 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -2531696.250000 Penalty: 985.442261
	Iteration 8Q: 3 clusters Score -2531696 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -2532827.500000 Penalty: 985.442261
	Iteration 9Q: 3 clusters Score -2532828 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -2533696.500000 Penalty: 985.442261
	Iteration 10Q: 3 clusters Score -2533696 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -2534383.500000 Penalty: 985.442261
	Iteration 11Q: 3 clusters Score -2534384 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -2534938.750000 Penalty: 985.442261
	Iteration 12Q: 3 clusters Score -2534939 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -2535354.250000 Penalty: 985.442261
	Iteration 13Q: 3 clusters Score -2535354 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -2535593.250000 Penalty: 985.442261
	Iteration 14Q: 3 clusters Score -2535593 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -2535743.500000 Penalty: 985.442261
	Iteration 15Q: 3 clusters Score -2535744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -2535808.000000 Penalty: 985.442261
	Iteration 16Q: 3 clusters Score -2535808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -2535833.250000 Penalty: 985.442261
	Iteration 17Q: 3 clusters Score -2535833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -2535860.750000 Penalty: 985.442261
	Iteration 18Q: 3 clusters Score -2535861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -2535877.250000 Penalty: 985.442261
	Iteration 19Q: 3 clusters Score -2535877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -2535893.750000 Penalty: 985.442261
	Iteration 20F: 3 clusters Score -2535894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -2535901.500000 Penalty: 985.442261
	Iteration 21Q: 3 clusters Score -2535902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -2535903.500000 Penalty: 985.442261
	Iteration 22Q: 3 clusters Score -2535904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -2535905.250000 Penalty: 985.442261
	Iteration 23Q: 3 clusters Score -2535905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -2535906.000000 Penalty: 985.442261
	Iteration 24Q: 3 clusters Score -2535906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -2535906.750000 Penalty: 985.442261
	Iteration 25Q: 3 clusters Score -2535907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -2535909.250000 Penalty: 985.442261
	Iteration 26Q: 3 clusters Score -2535909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -2535909.250000 Penalty: 985.442261
	Iteration 27F: 3 clusters Score -2535909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Entering Unmasked Estep 
Score: -1617904.125000 Penalty: 466.994110
	Iteration 0F: 2 clusters Score -1617904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1598614.500000 Penalty: 933.988220
	Iteration 0F: 3 clusters Score -1598614 nChanged 13893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1607149.875000 Penalty: 933.988220
	Iteration 1F: 3 clusters Score -1607150 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1607679.750000 Penalty: 933.988220
	Iteration 2Q: 3 clusters Score -1607680 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -1608492.125000 Penalty: 933.988220
	Iteration 3F: 3 clusters Score -1608492 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1609693.625000 Penalty: 933.988220
	Iteration 4F: 3 clusters Score -1609694 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -1611243.500000 Penalty: 933.988220
	Iteration 5F: 3 clusters Score -1611244 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -1612935.000000 Penalty: 933.988220
	Iteration 6F: 3 clusters Score -1612935 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -1614270.000000 Penalty: 933.988220
	Iteration 7F: 3 clusters Score -1614270 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -1615065.500000 Penalty: 933.988220
	Iteration 8Q: 3 clusters Score -1615066 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -1615563.000000 Penalty: 933.988220
	Iteration 9Q: 3 clusters Score -1615563 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -1615926.125000 Penalty: 933.988220
	Iteration 10Q: 3 clusters Score -1615926 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -1616194.375000 Penalty: 933.988220
	Iteration 11Q: 3 clusters Score -1616194 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -1616409.500000 Penalty: 933.988220
	Iteration 12Q: 3 clusters Score -1616410 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -1616559.000000 Penalty: 933.988220
	Iteration 13Q: 3 clusters Score -1616559 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -1616684.750000 Penalty: 933.988220
	Iteration 14Q: 3 clusters Score -1616685 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -1616799.625000 Penalty: 933.988220
	Iteration 15Q: 3 clusters Score -1616800 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -1616902.125000 Penalty: 933.988220
	Iteration 16Q: 3 clusters Score -1616902 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -1616978.125000 Penalty: 933.988220
	Iteration 17Q: 3 clusters Score -1616978 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -1617049.375000 Penalty: 933.988220
	Iteration 18Q: 3 clusters Score -1617049 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -1617100.250000 Penalty: 933.988220
	Iteration 19Q: 3 clusters Score -1617100 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -1617154.000000 Penalty: 933.988220
	Iteration 20F: 3 clusters Score -1617154 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -1617196.250000 Penalty: 933.988220
	Iteration 21Q: 3 clusters Score -1617196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -1617242.125000 Penalty: 933.988220
	Iteration 22Q: 3 clusters Score -1617242 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -1617283.250000 Penalty: 933.988220
	Iteration 23Q: 3 clusters Score -1617283 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -1617324.500000 Penalty: 933.988220
	Iteration 24Q: 3 clusters Score -1617324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -1617355.125000 Penalty: 933.988220
	Iteration 25Q: 3 clusters Score -1617355 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -1617377.000000 Penalty: 933.988220
	Iteration 26Q: 3 clusters Score -1617377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -1617398.750000 Penalty: 933.988220
	Iteration 27Q: 3 clusters Score -1617399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -1617422.625000 Penalty: 933.988220
	Iteration 28Q: 3 clusters Score -1617423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -1617442.750000 Penalty: 933.988220
	Iteration 29Q: 3 clusters Score -1617443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -1617457.625000 Penalty: 933.988220
	Iteration 30Q: 3 clusters Score -1617458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -1617472.000000 Penalty: 933.988220
	Iteration 31Q: 3 clusters Score -1617472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -1617477.875000 Penalty: 933.988220
	Iteration 32Q: 3 clusters Score -1617478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -1617485.375000 Penalty: 933.988220
	Iteration 33Q: 3 clusters Score -1617485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -1617491.375000 Penalty: 933.988220
	Iteration 34Q: 3 clusters Score -1617491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -1617497.625000 Penalty: 933.988220
	Iteration 35Q: 3 clusters Score -1617498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -1617500.125000 Penalty: 933.988220
	Iteration 36Q: 3 clusters Score -1617500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -1617502.625000 Penalty: 933.988220
	Iteration 37Q: 3 clusters Score -1617503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -1617510.750000 Penalty: 933.988220
	Iteration 38Q: 3 clusters Score -1617511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -1617512.625000 Penalty: 933.988220
	Iteration 39Q: 3 clusters Score -1617513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -1617515.875000 Penalty: 933.988220
	Iteration 40F: 3 clusters Score -1617516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -1617520.750000 Penalty: 933.988220
	Iteration 41Q: 3 clusters Score -1617521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -1617521.125000 Penalty: 933.988220
	Iteration 42Q: 3 clusters Score -1617521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -1617521.750000 Penalty: 933.988220
	Iteration 43Q: 3 clusters Score -1617522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -1617522.875000 Penalty: 933.988220
	Iteration 44Q: 3 clusters Score -1617523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -1617524.625000 Penalty: 933.988220
	Iteration 45Q: 3 clusters Score -1617525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -1617525.875000 Penalty: 933.988220
	Iteration 46Q: 3 clusters Score -1617526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -1617528.750000 Penalty: 933.988220
	Iteration 47Q: 3 clusters Score -1617529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -1617529.750000 Penalty: 933.988220
	Iteration 48Q: 3 clusters Score -1617530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -1617529.875000 Penalty: 933.988220
	Iteration 49Q: 3 clusters Score -1617530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -1617535.875000 Penalty: 933.988220
	Iteration 50Q: 3 clusters Score -1617536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -1617541.875000 Penalty: 933.988220
	Iteration 51Q: 3 clusters Score -1617542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -1617543.000000 Penalty: 933.988220
	Iteration 52Q: 3 clusters Score -1617543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -1617543.750000 Penalty: 933.988220
	Iteration 53Q: 3 clusters Score -1617544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -1617547.500000 Penalty: 933.988220
	Iteration 54Q: 3 clusters Score -1617548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -1617547.375000 Penalty: 933.988220
	Iteration 55Q: 3 clusters Score -1617547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -1617548.750000 Penalty: 933.988220
	Iteration 56Q: 3 clusters Score -1617549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -1617548.875000 Penalty: 933.988220
	Iteration 57Q: 3 clusters Score -1617549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -1617548.875000 Penalty: 933.988220
	Iteration 58F: 3 clusters Score -1617549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Entering Unmasked Estep 
Score: -250795.578125 Penalty: 385.892395
	Iteration 0F: 2 clusters Score -250795.6 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 2425 members 
Entering Unmasked Estep 
Score: -247493.578125 Penalty: 771.784790
	Iteration 0F: 3 clusters Score -247493.6 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -248957.218750 Penalty: 771.784790
	Iteration 1F: 3 clusters Score -248957.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -249290.656250 Penalty: 771.784790
	Iteration 2F: 3 clusters Score -249290.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -249576.031250 Penalty: 771.784790
	Iteration 3F: 3 clusters Score -249576 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -249827.656250 Penalty: 771.784790
	Iteration 4F: 3 clusters Score -249827.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -250049.218750 Penalty: 771.784790
	Iteration 5F: 3 clusters Score -250049.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -250187.578125 Penalty: 771.784790
	Iteration 6Q: 3 clusters Score -250187.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -250259.078125 Penalty: 771.784790
	Iteration 7Q: 3 clusters Score -250259.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -250304.921875 Penalty: 771.784790
	Iteration 8Q: 3 clusters Score -250304.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -250330.531250 Penalty: 771.784790
	Iteration 9Q: 3 clusters Score -250330.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -250345.593750 Penalty: 771.784790
	Iteration 10Q: 3 clusters Score -250345.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -250359.453125 Penalty: 771.784790
	Iteration 11Q: 3 clusters Score -250359.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -250370.593750 Penalty: 771.784790
	Iteration 12Q: 3 clusters Score -250370.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -250377.750000 Penalty: 771.784790
	Iteration 13Q: 3 clusters Score -250377.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -250383.875000 Penalty: 771.784790
	Iteration 14Q: 3 clusters Score -250383.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -250388.578125 Penalty: 771.784790
	Iteration 15Q: 3 clusters Score -250388.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -250396.750000 Penalty: 771.784790
	Iteration 16Q: 3 clusters Score -250396.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -250401.859375 Penalty: 771.784790
	Iteration 17Q: 3 clusters Score -250401.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -250405.750000 Penalty: 771.784790
	Iteration 18Q: 3 clusters Score -250405.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -250412.000000 Penalty: 771.784790
	Iteration 19Q: 3 clusters Score -250412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -250415.343750 Penalty: 771.784790
	Iteration 20F: 3 clusters Score -250415.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -250418.546875 Penalty: 771.784790
	Iteration 21Q: 3 clusters Score -250418.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -250420.171875 Penalty: 771.784790
	Iteration 22Q: 3 clusters Score -250420.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -250425.218750 Penalty: 771.784790
	Iteration 23Q: 3 clusters Score -250425.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -250428.843750 Penalty: 771.784790
	Iteration 24Q: 3 clusters Score -250428.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -250435.000000 Penalty: 771.784790
	Iteration 25Q: 3 clusters Score -250435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -250436.734375 Penalty: 771.784790
	Iteration 26Q: 3 clusters Score -250436.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -250438.859375 Penalty: 771.784790
	Iteration 27Q: 3 clusters Score -250438.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -250441.921875 Penalty: 771.784790
	Iteration 28Q: 3 clusters Score -250441.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -250447.312500 Penalty: 771.784790
	Iteration 29Q: 3 clusters Score -250447.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -250453.281250 Penalty: 771.784790
	Iteration 30Q: 3 clusters Score -250453.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -250459.109375 Penalty: 771.784790
	Iteration 31Q: 3 clusters Score -250459.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -250463.953125 Penalty: 771.784790
	Iteration 32Q: 3 clusters Score -250464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -250468.625000 Penalty: 771.784790
	Iteration 33Q: 3 clusters Score -250468.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -250473.109375 Penalty: 771.784790
	Iteration 34Q: 3 clusters Score -250473.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -250478.843750 Penalty: 771.784790
	Iteration 35Q: 3 clusters Score -250478.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -250484.796875 Penalty: 771.784790
	Iteration 36Q: 3 clusters Score -250484.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -250492.421875 Penalty: 771.784790
	Iteration 37Q: 3 clusters Score -250492.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -250495.937500 Penalty: 771.784790
	Iteration 38Q: 3 clusters Score -250495.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -250500.656250 Penalty: 771.784790
	Iteration 39Q: 3 clusters Score -250500.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -250508.109375 Penalty: 771.784790
	Iteration 40F: 3 clusters Score -250508.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -250516.078125 Penalty: 771.784790
	Iteration 41Q: 3 clusters Score -250516.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -250521.046875 Penalty: 771.784790
	Iteration 42Q: 3 clusters Score -250521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -250526.046875 Penalty: 771.784790
	Iteration 43Q: 3 clusters Score -250526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -250531.515625 Penalty: 771.784790
	Iteration 44Q: 3 clusters Score -250531.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -250534.218750 Penalty: 771.784790
	Iteration 45Q: 3 clusters Score -250534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -250535.406250 Penalty: 771.784790
	Iteration 46Q: 3 clusters Score -250535.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -250540.062500 Penalty: 771.784790
	Iteration 47Q: 3 clusters Score -250540.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -250543.031250 Penalty: 771.784790
	Iteration 48Q: 3 clusters Score -250543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -250546.078125 Penalty: 771.784790
	Iteration 49Q: 3 clusters Score -250546.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -250549.390625 Penalty: 771.784790
	Iteration 50Q: 3 clusters Score -250549.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -250555.187500 Penalty: 771.784790
	Iteration 51Q: 3 clusters Score -250555.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -250561.750000 Penalty: 771.784790
	Iteration 52Q: 3 clusters Score -250561.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -250564.890625 Penalty: 771.784790
	Iteration 53Q: 3 clusters Score -250564.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -250568.734375 Penalty: 771.784790
	Iteration 54Q: 3 clusters Score -250568.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -250570.515625 Penalty: 771.784790
	Iteration 55Q: 3 clusters Score -250570.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -250571.140625 Penalty: 771.784790
	Iteration 56Q: 3 clusters Score -250571.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -250572.453125 Penalty: 771.784790
	Iteration 57Q: 3 clusters Score -250572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -250574.093750 Penalty: 771.784790
	Iteration 58Q: 3 clusters Score -250574.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -250575.953125 Penalty: 771.784790
	Iteration 59Q: 3 clusters Score -250576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -250576.656250 Penalty: 771.784790
	Iteration 60F: 3 clusters Score -250576.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -250577.500000 Penalty: 771.784790
	Iteration 61Q: 3 clusters Score -250577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -250577.765625 Penalty: 771.784790
	Iteration 62Q: 3 clusters Score -250577.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -250580.593750 Penalty: 771.784790
	Iteration 63Q: 3 clusters Score -250580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -250582.187500 Penalty: 771.784790
	Iteration 64Q: 3 clusters Score -250582.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -250584.078125 Penalty: 771.784790
	Iteration 65Q: 3 clusters Score -250584.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -250588.140625 Penalty: 771.784790
	Iteration 66Q: 3 clusters Score -250588.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -250590.859375 Penalty: 771.784790
	Iteration 67Q: 3 clusters Score -250590.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -250591.765625 Penalty: 771.784790
	Iteration 68Q: 3 clusters Score -250591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -250592.375000 Penalty: 771.784790
	Iteration 69Q: 3 clusters Score -250592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -250593.421875 Penalty: 771.784790
	Iteration 70Q: 3 clusters Score -250593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -250594.281250 Penalty: 771.784790
	Iteration 71Q: 3 clusters Score -250594.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -250595.187500 Penalty: 771.784790
	Iteration 72Q: 3 clusters Score -250595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -250595.437500 Penalty: 771.784790
	Iteration 73Q: 3 clusters Score -250595.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -250596.140625 Penalty: 771.784790
	Iteration 74Q: 3 clusters Score -250596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -250597.421875 Penalty: 771.784790
	Iteration 75Q: 3 clusters Score -250597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -250598.171875 Penalty: 771.784790
	Iteration 76Q: 3 clusters Score -250598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -250598.734375 Penalty: 771.784790
	Iteration 77Q: 3 clusters Score -250598.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -250598.718750 Penalty: 771.784790
	Iteration 78Q: 3 clusters Score -250598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -250599.921875 Penalty: 771.784790
	Iteration 79Q: 3 clusters Score -250599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -250600.156250 Penalty: 771.784790
	Iteration 80F: 3 clusters Score -250600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -250600.390625 Penalty: 771.784790
	Iteration 81Q: 3 clusters Score -250600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -250601.390625 Penalty: 771.784790
	Iteration 82Q: 3 clusters Score -250601.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -250601.453125 Penalty: 771.784790
	Iteration 83Q: 3 clusters Score -250601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -250601.843750 Penalty: 771.784790
	Iteration 84Q: 3 clusters Score -250601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -250601.968750 Penalty: 771.784790
	Iteration 85Q: 3 clusters Score -250602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -250602.125000 Penalty: 771.784790
	Iteration 86Q: 3 clusters Score -250602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -250602.296875 Penalty: 771.784790
	Iteration 87Q: 3 clusters Score -250602.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -250602.609375 Penalty: 771.784790
	Iteration 88Q: 3 clusters Score -250602.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -250603.578125 Penalty: 771.784790
	Iteration 89Q: 3 clusters Score -250603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -250604.171875 Penalty: 771.784790
	Iteration 90Q: 3 clusters Score -250604.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -250605.218750 Penalty: 771.784790
	Iteration 91Q: 3 clusters Score -250605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -250605.656250 Penalty: 771.784790
	Iteration 92Q: 3 clusters Score -250605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -250605.359375 Penalty: 771.784790
	Iteration 93Q: 3 clusters Score -250605.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -250605.359375 Penalty: 771.784790
	Iteration 94F: 3 clusters Score -250605.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161449 members 
Entering Unmasked Estep 
Score: -8384451.000000 Penalty: 545.633484
	Iteration 0F: 2 clusters Score -8384451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80640 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -8276308.000000 Penalty: 1091.266968
	Iteration 0F: 3 clusters Score -8276308 nChanged 79378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -8325016.500000 Penalty: 1091.266968
	Iteration 1F: 3 clusters Score -8325016 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -8325945.500000 Penalty: 1091.266968
	Iteration 2Q: 3 clusters Score -8325946 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 88256 members 
Entering Unmasked Estep 
Score: -8327228.000000 Penalty: 1091.266968
	Iteration 3Q: 3 clusters Score -8327228 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 92344 members 
Entering Unmasked Estep 
Score: -8329353.000000 Penalty: 1091.266968
	Iteration 4Q: 3 clusters Score -8329353 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 98377 members 
Entering Unmasked Estep 
Score: -8333012.500000 Penalty: 1091.266968
	Iteration 5Q: 3 clusters Score -8333012 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -8339038.000000 Penalty: 1091.266968
	Iteration 6F: 3 clusters Score -8339038 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 116381 members 
Entering Unmasked Estep 
Score: -8347652.500000 Penalty: 1091.266968
	Iteration 7F: 3 clusters Score -8347652 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 125859 members 
Entering Unmasked Estep 
Score: -8357000.000000 Penalty: 1091.266968
	Iteration 8F: 3 clusters Score -8357000 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 133053 members 
Entering Unmasked Estep 
Score: -8363943.000000 Penalty: 1091.266968
	Iteration 9F: 3 clusters Score -8363943 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 137975 members 
Entering Unmasked Estep 
Score: -8368058.000000 Penalty: 1091.266968
	Iteration 10Q: 3 clusters Score -8368058 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 141866 members 
Entering Unmasked Estep 
Score: -8370743.500000 Penalty: 1091.266968
	Iteration 11Q: 3 clusters Score -8370744 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 145243 members 
Entering Unmasked Estep 
Score: -8372795.500000 Penalty: 1091.266968
	Iteration 12Q: 3 clusters Score -8372796 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 148322 members 
Entering Unmasked Estep 
Score: -8375000.500000 Penalty: 1091.266968
	Iteration 13Q: 3 clusters Score -8375000 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 151376 members 
Entering Unmasked Estep 
Score: -8377328.000000 Penalty: 1091.266968
	Iteration 14Q: 3 clusters Score -8377328 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 154134 members 
Entering Unmasked Estep 
Score: -8379289.000000 Penalty: 1091.266968
	Iteration 15Q: 3 clusters Score -8379289 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 156442 members 
Entering Unmasked Estep 
Score: -8380967.000000 Penalty: 1091.266968
	Iteration 16Q: 3 clusters Score -8380967 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 158265 members 
Entering Unmasked Estep 
Score: -8382139.500000 Penalty: 1091.266968
	Iteration 17Q: 3 clusters Score -8382140 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 159630 members 
Entering Unmasked Estep 
Score: -8383036.000000 Penalty: 1091.266968
	Iteration 18Q: 3 clusters Score -8383036 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 160592 members 
Entering Unmasked Estep 
Score: -8383591.500000 Penalty: 1091.266968
	Iteration 19Q: 3 clusters Score -8383592 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 161072 members 
Entering Unmasked Estep 
Score: -8383832.500000 Penalty: 1091.266968
	Iteration 20F: 3 clusters Score -8383832 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161262 members 
Entering Unmasked Estep 
Score: -8383928.500000 Penalty: 1091.266968
	Iteration 21Q: 3 clusters Score -8383928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 161329 members 
Entering Unmasked Estep 
Score: -8383971.500000 Penalty: 1091.266968
	Iteration 22Q: 3 clusters Score -8383972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 161352 members 
Entering Unmasked Estep 
Score: -8383985.000000 Penalty: 1091.266968
	Iteration 23Q: 3 clusters Score -8383985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 161360 members 
Entering Unmasked Estep 
Score: -8383987.000000 Penalty: 1091.266968
	Iteration 24Q: 3 clusters Score -8383987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 161366 members 
Entering Unmasked Estep 
Score: -8383991.000000 Penalty: 1091.266968
	Iteration 25Q: 3 clusters Score -8383991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 161366 members 
Entering Unmasked Estep 
Score: -8383993.500000 Penalty: 1091.266968
	Iteration 26Q: 3 clusters Score -8383994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 161368 members 
Entering Unmasked Estep 
Score: -8383996.500000 Penalty: 1091.266968
	Iteration 27Q: 3 clusters Score -8383996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 161368 members 
Entering Unmasked Estep 
Score: -8383996.500000 Penalty: 1091.266968
	Iteration 28F: 3 clusters Score -8383996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78231 members 
Entering Unmasked Estep 
Score: -4198389.500000 Penalty: 512.667664
	Iteration 0F: 2 clusters Score -4198390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -4145694.250000 Penalty: 1025.335327
	Iteration 0F: 3 clusters Score -4145694 nChanged 38076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -4169382.000000 Penalty: 1025.335327
	Iteration 1F: 3 clusters Score -4169382 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -4170982.750000 Penalty: 1025.335327
	Iteration 2Q: 3 clusters Score -4170983 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -4174071.250000 Penalty: 1025.335327
	Iteration 3F: 3 clusters Score -4174071 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -4179596.750000 Penalty: 1025.335327
	Iteration 4F: 3 clusters Score -4179597 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -4186161.000000 Penalty: 1025.335327
	Iteration 5F: 3 clusters Score -4186161 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -4189358.500000 Penalty: 1025.335327
	Iteration 6F: 3 clusters Score -4189358 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -4190441.750000 Penalty: 1025.335327
	Iteration 7Q: 3 clusters Score -4190442 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -4191110.250000 Penalty: 1025.335327
	Iteration 8Q: 3 clusters Score -4191110 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -4191704.250000 Penalty: 1025.335327
	Iteration 9Q: 3 clusters Score -4191704 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4192120.250000 Penalty: 1025.335327
	Iteration 10Q: 3 clusters Score -4192120 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -4192502.250000 Penalty: 1025.335327
	Iteration 11Q: 3 clusters Score -4192502 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -4192753.000000 Penalty: 1025.335327
	Iteration 12Q: 3 clusters Score -4192753 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -4192906.750000 Penalty: 1025.335327
	Iteration 13Q: 3 clusters Score -4192907 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -4193087.000000 Penalty: 1025.335327
	Iteration 14Q: 3 clusters Score -4193087 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -4193221.250000 Penalty: 1025.335327
	Iteration 15Q: 3 clusters Score -4193221 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -4193287.250000 Penalty: 1025.335327
	Iteration 16Q: 3 clusters Score -4193287 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -4193372.000000 Penalty: 1025.335327
	Iteration 17Q: 3 clusters Score -4193372 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -4193405.000000 Penalty: 1025.335327
	Iteration 18Q: 3 clusters Score -4193405 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -4193451.500000 Penalty: 1025.335327
	Iteration 19Q: 3 clusters Score -4193452 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -4193473.000000 Penalty: 1025.335327
	Iteration 20F: 3 clusters Score -4193473 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -4193510.000000 Penalty: 1025.335327
	Iteration 21Q: 3 clusters Score -4193510 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -4193543.750000 Penalty: 1025.335327
	Iteration 22Q: 3 clusters Score -4193544 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -4193591.750000 Penalty: 1025.335327
	Iteration 23Q: 3 clusters Score -4193592 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -4193642.000000 Penalty: 1025.335327
	Iteration 24Q: 3 clusters Score -4193642 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -4193686.250000 Penalty: 1025.335327
	Iteration 25Q: 3 clusters Score -4193686 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -4193698.250000 Penalty: 1025.335327
	Iteration 26Q: 3 clusters Score -4193698 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -4193706.750000 Penalty: 1025.335327
	Iteration 27Q: 3 clusters Score -4193707 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -4193729.500000 Penalty: 1025.335327
	Iteration 28Q: 3 clusters Score -4193730 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -4193759.000000 Penalty: 1025.335327
	Iteration 29Q: 3 clusters Score -4193759 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4193773.750000 Penalty: 1025.335327
	Iteration 30Q: 3 clusters Score -4193774 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -4193781.500000 Penalty: 1025.335327
	Iteration 31Q: 3 clusters Score -4193782 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4193804.000000 Penalty: 1025.335327
	Iteration 32Q: 3 clusters Score -4193804 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4193834.250000 Penalty: 1025.335327
	Iteration 33Q: 3 clusters Score -4193834 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4193875 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -4193906.250000 Penalty: 1025.335327
	Iteration 35Q: 3 clusters Score -4193906 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4193929.000000 Penalty: 1025.335327
	Iteration 36Q: 3 clusters Score -4193929 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -4193928.250000 Penalty: 1025.335327
	Iteration 37Q: 3 clusters Score -4193928 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -4193967.250000 Penalty: 1025.335327
	Iteration 38Q: 3 clusters Score -4193967 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4193966.500000 Penalty: 1025.335327
	Iteration 39Q: 3 clusters Score -4193966 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -4193987.750000 Penalty: 1025.335327
	Iteration 40F: 3 clusters Score -4193988 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4193991.750000 Penalty: 1025.335327
	Iteration 41Q: 3 clusters Score -4193992 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4194006.500000 Penalty: 1025.335327
	Iteration 42Q: 3 clusters Score -4194006 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4194007.750000 Penalty: 1025.335327
	Iteration 43Q: 3 clusters Score -4194008 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -4194036.000000 Penalty: 1025.335327
	Iteration 44Q: 3 clusters Score -4194036 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -4194054.500000 Penalty: 1025.335327
	Iteration 45Q: 3 clusters Score -4194054 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4194061 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4194085.500000 Penalty: 1025.335327
	Iteration 47Q: 3 clusters Score -4194086 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4194088 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4194120.500000 Penalty: 1025.335327
	Iteration 49Q: 3 clusters Score -4194120 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -4194140.000000 Penalty: 1025.335327
	Iteration 50Q: 3 clusters Score -4194140 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4194162.500000 Penalty: 1025.335327
	Iteration 51Q: 3 clusters Score -4194162 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4194169.750000 Penalty: 1025.335327
	Iteration 52Q: 3 clusters Score -4194170 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -4194179.500000 Penalty: 1025.335327
	Iteration 53Q: 3 clusters Score -4194180 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -4194187.500000 Penalty: 1025.335327
	Iteration 54Q: 3 clusters Score -4194188 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -4194194.500000 Penalty: 1025.335327
	Iteration 55Q: 3 clusters Score -4194194 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4194219.250000 Penalty: 1025.335327
	Iteration 56Q: 3 clusters Score -4194219 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4194229.500000 Penalty: 1025.335327
	Iteration 57Q: 3 clusters Score -4194230 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4194228.500000 Penalty: 1025.335327
	Iteration 58Q: 3 clusters Score -4194228 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4194244.750000 Penalty: 1025.335327
	Iteration 59Q: 3 clusters Score -4194245 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4194246.500000 Penalty: 1025.335327
	Iteration 60F: 3 clusters Score -4194246 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4194259.750000 Penalty: 1025.335327
	Iteration 61Q: 3 clusters Score -4194260 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -4194263.750000 Penalty: 1025.335327
	Iteration 62Q: 3 clusters Score -4194264 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4194262.500000 Penalty: 1025.335327
	Iteration 63Q: 3 clusters Score -4194262 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -4194268.250000 Penalty: 1025.335327
	Iteration 64Q: 3 clusters Score -4194268 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -4194274.750000 Penalty: 1025.335327
	Iteration 65Q: 3 clusters Score -4194275 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -4194288.250000 Penalty: 1025.335327
	Iteration 66Q: 3 clusters Score -4194288 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4194298 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -4194308.500000 Penalty: 1025.335327
	Iteration 68Q: 3 clusters Score -4194308 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -4194335.000000 Penalty: 1025.335327
	Iteration 69Q: 3 clusters Score -4194335 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4194357.500000 Penalty: 1025.335327
	Iteration 70Q: 3 clusters Score -4194358 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -4194369.000000 Penalty: 1025.335327
	Iteration 71Q: 3 clusters Score -4194369 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -4194386.500000 Penalty: 1025.335327
	Iteration 72Q: 3 clusters Score -4194386 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -4194379.500000 Penalty: 1025.335327
	Iteration 73Q: 3 clusters Score -4194380 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -4194395.000000 Penalty: 1025.335327
	Iteration 74Q: 3 clusters Score -4194395 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -4194406.500000 Penalty: 1025.335327
	Iteration 75Q: 3 clusters Score -4194406 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -4194422.000000 Penalty: 1025.335327
	Iteration 76Q: 3 clusters Score -4194422 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -4194453.000000 Penalty: 1025.335327
	Iteration 77Q: 3 clusters Score -4194453 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4194471.500000 Penalty: 1025.335327
	Iteration 78Q: 3 clusters Score -4194472 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -4194487.000000 Penalty: 1025.335327
	Iteration 79Q: 3 clusters Score -4194487 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4194506.500000 Penalty: 1025.335327
	Iteration 80F: 3 clusters Score -4194506 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -4194526.500000 Penalty: 1025.335327
	Iteration 81Q: 3 clusters Score -4194526 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -4194555.500000 Penalty: 1025.335327
	Iteration 82Q: 3 clusters Score -4194556 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4194592.500000 Penalty: 1025.335327
	Iteration 83Q: 3 clusters Score -4194592 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -4194621.500000 Penalty: 1025.335327
	Iteration 84Q: 3 clusters Score -4194622 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -4194640.500000 Penalty: 1025.335327
	Iteration 85Q: 3 clusters Score -4194640 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -4194664.000000 Penalty: 1025.335327
	Iteration 86Q: 3 clusters Score -4194664 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -4194705.000000 Penalty: 1025.335327
	Iteration 87Q: 3 clusters Score -4194705 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -4194738.500000 Penalty: 1025.335327
	Iteration 88Q: 3 clusters Score -4194738 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -4194761.500000 Penalty: 1025.335327
	Iteration 89Q: 3 clusters Score -4194762 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4194786 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -4194819.500000 Penalty: 1025.335327
	Iteration 91Q: 3 clusters Score -4194820 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4194861 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4194889.500000 Penalty: 1025.335327
	Iteration 93Q: 3 clusters Score -4194890 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4194931.000000 Penalty: 1025.335327
	Iteration 94Q: 3 clusters Score -4194931 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4194986 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -4195016.000000 Penalty: 1025.335327
	Iteration 96Q: 3 clusters Score -4195016 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4195047.000000 Penalty: 1025.335327
	Iteration 97Q: 3 clusters Score -4195047 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57136 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -4195076.500000 Penalty: 1025.335327
	Iteration 98Q: 3 clusters Score -4195076 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -4195093.000000 Penalty: 1025.335327
	Iteration 99Q: 3 clusters Score -4195093 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -4195120.000000 Penalty: 1025.335327
	Iteration 100F: 3 clusters Score -4195120 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -4195148.000000 Penalty: 1025.335327
	Iteration 101Q: 3 clusters Score -4195148 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4195167.000000 Penalty: 1025.335327
	Iteration 102Q: 3 clusters Score -4195167 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4195182.000000 Penalty: 1025.335327
	Iteration 103Q: 3 clusters Score -4195182 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4195217.500000 Penalty: 1025.335327
	Iteration 104Q: 3 clusters Score -4195218 nChanged 252
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Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4195224.000000 Penalty: 1025.335327
	Iteration 105Q: 3 clusters Score -4195224 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4195263.500000 Penalty: 1025.335327
	Iteration 106Q: 3 clusters Score -4195264 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -4195309.500000 Penalty: 1025.335327
	Iteration 107Q: 3 clusters Score -4195310 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -4195339.000000 Penalty: 1025.335327
	Iteration 108Q: 3 clusters Score -4195339 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -4195386.500000 Penalty: 1025.335327
	Iteration 109Q: 3 clusters Score -4195386 nChanged 291
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Mstep: Class 1 contains 60411 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4195425.000000 Penalty: 1025.335327
	Iteration 110Q: 3 clusters Score -4195425 nChanged 296
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Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4195457.500000 Penalty: 1025.335327
	Iteration 111Q: 3 clusters Score -4195458 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4195496.000000 Penalty: 1025.335327
	Iteration 112Q: 3 clusters Score -4195496 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -4195533.500000 Penalty: 1025.335327
	Iteration 113Q: 3 clusters Score -4195534 nChanged 280
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Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -4195567.500000 Penalty: 1025.335327
	Iteration 114Q: 3 clusters Score -4195568 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -4195581.500000 Penalty: 1025.335327
	Iteration 115Q: 3 clusters Score -4195582 nChanged 255
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Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -4195605.500000 Penalty: 1025.335327
	Iteration 116Q: 3 clusters Score -4195606 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -4195599.500000 Penalty: 1025.335327
	Iteration 117Q: 3 clusters Score -4195600 nChanged 249
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Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -4195630.500000 Penalty: 1025.335327
	Iteration 118Q: 3 clusters Score -4195630 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62839 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -4195665.500000 Penalty: 1025.335327
	Iteration 119Q: 3 clusters Score -4195666 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4195690.500000 Penalty: 1025.335327
	Iteration 120F: 3 clusters Score -4195690 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63376 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -4195715.500000 Penalty: 1025.335327
	Iteration 121Q: 3 clusters Score -4195716 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4195780.000000 Penalty: 1025.335327
	Iteration 122Q: 3 clusters Score -4195780 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4195830.500000 Penalty: 1025.335327
	Iteration 123Q: 3 clusters Score -4195830 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -4195875.500000 Penalty: 1025.335327
	Iteration 124Q: 3 clusters Score -4195876 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -4195903.500000 Penalty: 1025.335327
	Iteration 125Q: 3 clusters Score -4195904 nChanged 321
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Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4195958 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65216 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4195990 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4196027 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4196060 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4196085 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4196110 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -4196131.500000 Penalty: 1025.335327
	Iteration 132Q: 3 clusters Score -4196132 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4196157.000000 Penalty: 1025.335327
	Iteration 133Q: 3 clusters Score -4196157 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -4196189.500000 Penalty: 1025.335327
	Iteration 134Q: 3 clusters Score -4196190 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -4196208.000000 Penalty: 1025.335327
	Iteration 135Q: 3 clusters Score -4196208 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -4196246.000000 Penalty: 1025.335327
	Iteration 136Q: 3 clusters Score -4196246 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4196278 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67929 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4196313 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4196344 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -4196397.500000 Penalty: 1025.335327
	Iteration 140F: 3 clusters Score -4196398 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68789 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4196457 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4196496 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -4196554.000000 Penalty: 1025.335327
	Iteration 143Q: 3 clusters Score -4196554 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4196592 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -4196636.000000 Penalty: 1025.335327
	Iteration 145Q: 3 clusters Score -4196636 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4196690 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -4196725.500000 Penalty: 1025.335327
	Iteration 147Q: 3 clusters Score -4196726 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -4196779.500000 Penalty: 1025.335327
	Iteration 148Q: 3 clusters Score -4196780 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -4196820.000000 Penalty: 1025.335327
	Iteration 149Q: 3 clusters Score -4196820 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71191 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -4196850.000000 Penalty: 1025.335327
	Iteration 150Q: 3 clusters Score -4196850 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71418 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4196877 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4196916 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -4196953.000000 Penalty: 1025.335327
	Iteration 153Q: 3 clusters Score -4196953 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72070 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -4196991.000000 Penalty: 1025.335327
	Iteration 154Q: 3 clusters Score -4196991 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4197034 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -4197092.000000 Penalty: 1025.335327
	Iteration 156Q: 3 clusters Score -4197092 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72786 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4197135.500000 Penalty: 1025.335327
	Iteration 157Q: 3 clusters Score -4197136 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4197161.000000 Penalty: 1025.335327
	Iteration 158Q: 3 clusters Score -4197161 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73261 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4197222.000000 Penalty: 1025.335327
	Iteration 159Q: 3 clusters Score -4197222 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4197258.500000 Penalty: 1025.335327
	Iteration 160F: 3 clusters Score -4197258 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -4197303.500000 Penalty: 1025.335327
	Iteration 161Q: 3 clusters Score -4197304 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4197353.500000 Penalty: 1025.335327
	Iteration 162Q: 3 clusters Score -4197354 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -4197396.500000 Penalty: 1025.335327
	Iteration 163Q: 3 clusters Score -4197396 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74264 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4197420 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4197447.500000 Penalty: 1025.335327
	Iteration 165Q: 3 clusters Score -4197448 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4197496.500000 Penalty: 1025.335327
	Iteration 166Q: 3 clusters Score -4197496 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4197534.000000 Penalty: 1025.335327
	Iteration 167Q: 3 clusters Score -4197534 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4197565.000000 Penalty: 1025.335327
	Iteration 168Q: 3 clusters Score -4197565 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4197597.500000 Penalty: 1025.335327
	Iteration 169Q: 3 clusters Score -4197598 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4197615.500000 Penalty: 1025.335327
	Iteration 170Q: 3 clusters Score -4197616 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75325 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4197627.500000 Penalty: 1025.335327
	Iteration 171Q: 3 clusters Score -4197628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4197641.000000 Penalty: 1025.335327
	Iteration 172Q: 3 clusters Score -4197641 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4197662.500000 Penalty: 1025.335327
	Iteration 173Q: 3 clusters Score -4197662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4197671.000000 Penalty: 1025.335327
	Iteration 174Q: 3 clusters Score -4197671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4197689.500000 Penalty: 1025.335327
	Iteration 175Q: 3 clusters Score -4197690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4197693.000000 Penalty: 1025.335327
	Iteration 176Q: 3 clusters Score -4197693 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4197706.500000 Penalty: 1025.335327
	Iteration 177Q: 3 clusters Score -4197706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4197728.500000 Penalty: 1025.335327
	Iteration 178Q: 3 clusters Score -4197728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4197740.000000 Penalty: 1025.335327
	Iteration 179Q: 3 clusters Score -4197740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4197760.000000 Penalty: 1025.335327
	Iteration 180F: 3 clusters Score -4197760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4197778.000000 Penalty: 1025.335327
	Iteration 181Q: 3 clusters Score -4197778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4197779.500000 Penalty: 1025.335327
	Iteration 182Q: 3 clusters Score -4197780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4197797.500000 Penalty: 1025.335327
	Iteration 183Q: 3 clusters Score -4197798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4197789.500000 Penalty: 1025.335327
	Iteration 184Q: 3 clusters Score -4197790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4197809.000000 Penalty: 1025.335327
	Iteration 185Q: 3 clusters Score -4197809 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4197820.000000 Penalty: 1025.335327
	Iteration 186Q: 3 clusters Score -4197820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4197830.000000 Penalty: 1025.335327
	Iteration 187Q: 3 clusters Score -4197830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4197840.500000 Penalty: 1025.335327
	Iteration 188Q: 3 clusters Score -4197840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4197847.500000 Penalty: 1025.335327
	Iteration 189Q: 3 clusters Score -4197848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4197856.000000 Penalty: 1025.335327
	Iteration 190Q: 3 clusters Score -4197856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4197862.500000 Penalty: 1025.335327
	Iteration 191Q: 3 clusters Score -4197862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76674 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4197874.500000 Penalty: 1025.335327
	Iteration 192Q: 3 clusters Score -4197874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4197877.500000 Penalty: 1025.335327
	Iteration 193Q: 3 clusters Score -4197878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4197876.500000 Penalty: 1025.335327
	Iteration 194Q: 3 clusters Score -4197876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4197885.500000 Penalty: 1025.335327
	Iteration 195Q: 3 clusters Score -4197886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76809 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4197888.500000 Penalty: 1025.335327
	Iteration 196Q: 3 clusters Score -4197888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4197894.000000 Penalty: 1025.335327
	Iteration 197Q: 3 clusters Score -4197894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4197896.000000 Penalty: 1025.335327
	Iteration 198Q: 3 clusters Score -4197896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76874 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4197897.500000 Penalty: 1025.335327
	Iteration 199Q: 3 clusters Score -4197898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76886 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4197899.500000 Penalty: 1025.335327
	Iteration 200F: 3 clusters Score -4197900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76895 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4197899.000000 Penalty: 1025.335327
	Iteration 201Q: 3 clusters Score -4197899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76913 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4197900.500000 Penalty: 1025.335327
	Iteration 202Q: 3 clusters Score -4197900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76923 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4197900.000000 Penalty: 1025.335327
	Iteration 203Q: 3 clusters Score -4197900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4197903.500000 Penalty: 1025.335327
	Iteration 204Q: 3 clusters Score -4197904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76945 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4197908.000000 Penalty: 1025.335327
	Iteration 205Q: 3 clusters Score -4197908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4197910.000000 Penalty: 1025.335327
	Iteration 206Q: 3 clusters Score -4197910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4197911.500000 Penalty: 1025.335327
	Iteration 207Q: 3 clusters Score -4197912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4197909.500000 Penalty: 1025.335327
	Iteration 208Q: 3 clusters Score -4197910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4197911.000000 Penalty: 1025.335327
	Iteration 209Q: 3 clusters Score -4197911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4197914.500000 Penalty: 1025.335327
	Iteration 210Q: 3 clusters Score -4197914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4197916.000000 Penalty: 1025.335327
	Iteration 211Q: 3 clusters Score -4197916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76979 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4197914.500000 Penalty: 1025.335327
	Iteration 212Q: 3 clusters Score -4197914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4197913.500000 Penalty: 1025.335327
	Iteration 213Q: 3 clusters Score -4197914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4197914.000000 Penalty: 1025.335327
	Iteration 214Q: 3 clusters Score -4197914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4197915.500000 Penalty: 1025.335327
	Iteration 215Q: 3 clusters Score -4197916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4197914.500000 Penalty: 1025.335327
	Iteration 216Q: 3 clusters Score -4197914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4197914.500000 Penalty: 1025.335327
	Iteration 217F: 3 clusters Score -4197914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Entering Unmasked Estep 
Score: -245712.265625 Penalty: 385.236755
	Iteration 0F: 2 clusters Score -245712.3 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 2374 members 
Entering Unmasked Estep 
Score: -242518.968750 Penalty: 770.473511
	Iteration 0F: 3 clusters Score -242519 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -243760.906250 Penalty: 770.473511
	Iteration 1F: 3 clusters Score -243760.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -243909.125000 Penalty: 770.473511
	Iteration 2F: 3 clusters Score -243909.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -244028.296875 Penalty: 770.473511
	Iteration 3F: 3 clusters Score -244028.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -244166.281250 Penalty: 770.473511
	Iteration 4Q: 3 clusters Score -244166.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -244326.421875 Penalty: 770.473511
	Iteration 5F: 3 clusters Score -244326.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -244461.718750 Penalty: 770.473511
	Iteration 6Q: 3 clusters Score -244461.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -244565.968750 Penalty: 770.473511
	Iteration 7Q: 3 clusters Score -244566 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -244654.093750 Penalty: 770.473511
	Iteration 8Q: 3 clusters Score -244654.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -244722.078125 Penalty: 770.473511
	Iteration 9Q: 3 clusters Score -244722.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -244786.093750 Penalty: 770.473511
	Iteration 10Q: 3 clusters Score -244786.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -244846.406250 Penalty: 770.473511
	Iteration 11Q: 3 clusters Score -244846.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -244900.718750 Penalty: 770.473511
	Iteration 12Q: 3 clusters Score -244900.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -244948.312500 Penalty: 770.473511
	Iteration 13Q: 3 clusters Score -244948.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -244997.281250 Penalty: 770.473511
	Iteration 14Q: 3 clusters Score -244997.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -245042.718750 Penalty: 770.473511
	Iteration 15Q: 3 clusters Score -245042.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -245095.250000 Penalty: 770.473511
	Iteration 16Q: 3 clusters Score -245095.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -245149.859375 Penalty: 770.473511
	Iteration 17Q: 3 clusters Score -245149.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -245218.531250 Penalty: 770.473511
	Iteration 18Q: 3 clusters Score -245218.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -245289.250000 Penalty: 770.473511
	Iteration 19Q: 3 clusters Score -245289.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -245354.796875 Penalty: 770.473511
	Iteration 20F: 3 clusters Score -245354.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -245424.234375 Penalty: 770.473511
	Iteration 21Q: 3 clusters Score -245424.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -245493.984375 Penalty: 770.473511
	Iteration 22Q: 3 clusters Score -245494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -245537.437500 Penalty: 770.473511
	Iteration 23Q: 3 clusters Score -245537.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -245563.109375 Penalty: 770.473511
	Iteration 24Q: 3 clusters Score -245563.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -245580.328125 Penalty: 770.473511
	Iteration 25Q: 3 clusters Score -245580.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -245588.171875 Penalty: 770.473511
	Iteration 26Q: 3 clusters Score -245588.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -245592.687500 Penalty: 770.473511
	Iteration 27Q: 3 clusters Score -245592.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -245592.859375 Penalty: 770.473511
	Iteration 28Q: 3 clusters Score -245592.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -245593.484375 Penalty: 770.473511
	Iteration 29Q: 3 clusters Score -245593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -245594.125000 Penalty: 770.473511
	Iteration 30Q: 3 clusters Score -245594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -245594.906250 Penalty: 770.473511
	Iteration 31Q: 3 clusters Score -245594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -245595.312500 Penalty: 770.473511
	Iteration 32Q: 3 clusters Score -245595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -245595.046875 Penalty: 770.473511
	Iteration 33Q: 3 clusters Score -245595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -245595.046875 Penalty: 770.473511
	Iteration 34F: 3 clusters Score -245595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Entering Unmasked Estep 
Score: -772904.250000 Penalty: 436.880737
	Iteration 0F: 2 clusters Score -772904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -763034.062500 Penalty: 873.761475
	Iteration 0F: 3 clusters Score -763034.1 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -767137.750000 Penalty: 873.761475
	Iteration 1F: 3 clusters Score -767137.8 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -767821.000000 Penalty: 873.761475
	Iteration 2F: 3 clusters Score -767821 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -769018.562500 Penalty: 873.761475
	Iteration 3F: 3 clusters Score -769018.6 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -770433.812500 Penalty: 873.761475
	Iteration 4F: 3 clusters Score -770433.8 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -771546.562500 Penalty: 873.761475
	Iteration 5F: 3 clusters Score -771546.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -772060.062500 Penalty: 873.761475
	Iteration 6Q: 3 clusters Score -772060.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -772276.812500 Penalty: 873.761475
	Iteration 7Q: 3 clusters Score -772276.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -772456.687500 Penalty: 873.761475
	Iteration 8Q: 3 clusters Score -772456.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -772605.500000 Penalty: 873.761475
	Iteration 9Q: 3 clusters Score -772605.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -772745.375000 Penalty: 873.761475
	Iteration 10Q: 3 clusters Score -772745.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -772853.437500 Penalty: 873.761475
	Iteration 11Q: 3 clusters Score -772853.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -772932.875000 Penalty: 873.761475
	Iteration 12Q: 3 clusters Score -772932.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -772992.312500 Penalty: 873.761475
	Iteration 13Q: 3 clusters Score -772992.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -773021.437500 Penalty: 873.761475
	Iteration 14Q: 3 clusters Score -773021.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -773033.062500 Penalty: 873.761475
	Iteration 15Q: 3 clusters Score -773033.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -773041.062500 Penalty: 873.761475
	Iteration 16Q: 3 clusters Score -773041.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -773049.062500 Penalty: 873.761475
	Iteration 17Q: 3 clusters Score -773049.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -773051.375000 Penalty: 873.761475
	Iteration 18Q: 3 clusters Score -773051.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -773052.812500 Penalty: 873.761475
	Iteration 19Q: 3 clusters Score -773052.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -773055.812500 Penalty: 873.761475
	Iteration 20F: 3 clusters Score -773055.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -773057.875000 Penalty: 873.761475
	Iteration 21Q: 3 clusters Score -773057.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -773059.375000 Penalty: 873.761475
	Iteration 22Q: 3 clusters Score -773059.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -773058.687500 Penalty: 873.761475
	Iteration 23Q: 3 clusters Score -773058.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -773059.812500 Penalty: 873.761475
	Iteration 24Q: 3 clusters Score -773059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -773062.250000 Penalty: 873.761475
	Iteration 25Q: 3 clusters Score -773062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -773059.875000 Penalty: 873.761475
	Iteration 26Q: 3 clusters Score -773059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -773060.687500 Penalty: 873.761475
	Iteration 27Q: 3 clusters Score -773060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -773061.000000 Penalty: 873.761475
	Iteration 28Q: 3 clusters Score -773061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -773060.437500 Penalty: 873.761475
	Iteration 29Q: 3 clusters Score -773060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -773060.625000 Penalty: 873.761475
	Iteration 30Q: 3 clusters Score -773060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -773061.062500 Penalty: 873.761475
	Iteration 31Q: 3 clusters Score -773061.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -773061.062500 Penalty: 873.761475
	Iteration 32F: 3 clusters Score -773061.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 77851 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 50465 members 
Mstep: Class 6 contains 28670 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 8 contains 161449 members 
Mstep: Class 9 contains 78231 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 2360 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 90489 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 84145 members 
Mstep: Class 17 contains 152411 members 
Mstep: Class 18 contains 20260 members 
Mstep: Class 19 contains 103403 members 
Mstep: Class 20 contains 14025 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 38575 members 
Mstep: Class 24 contains 13759 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 22915 members 
Mstep: Class 27 contains 142068 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 84535 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 73678 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 19021 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 91211 members 
Mstep: Class 37 contains 8623 members 
Mstep: Class 38 contains 60858 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 92970 members 
Mstep: Class 42 contains 12431 members 
Entering Unmasked Estep 
Score: -87408672.000000 Penalty: 27449.218750
Splitting cluster 11 changes total score from -87409512.000000 to -87408672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Entering Unmasked Estep 
Score: -52377.878906 Penalty: 317.846710
	Iteration 0F: 2 clusters Score -52377.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -51502.585938 Penalty: 635.693420
	Iteration 0F: 3 clusters Score -51502.59 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -51730.914062 Penalty: 635.693420
	Iteration 1F: 3 clusters Score -51730.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -51776.257812 Penalty: 635.693420
	Iteration 2F: 3 clusters Score -51776.26 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -51812.644531 Penalty: 635.693420
	Iteration 3F: 3 clusters Score -51812.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -51829.578125 Penalty: 635.693420
	Iteration 4Q: 3 clusters Score -51829.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -51845.441406 Penalty: 635.693420
	Iteration 5Q: 3 clusters Score -51845.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -51862.183594 Penalty: 635.693420
	Iteration 6Q: 3 clusters Score -51862.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -51875.566406 Penalty: 635.693420
	Iteration 7Q: 3 clusters Score -51875.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -51885.375000 Penalty: 635.693420
	Iteration 8Q: 3 clusters Score -51885.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -51902.753906 Penalty: 635.693420
	Iteration 9Q: 3 clusters Score -51902.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -51938.328125 Penalty: 635.693420
	Iteration 10Q: 3 clusters Score -51938.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -51966.199219 Penalty: 635.693420
	Iteration 11Q: 3 clusters Score -51966.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -51987.675781 Penalty: 635.693420
	Iteration 12Q: 3 clusters Score -51987.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -52010.402344 Penalty: 635.693420
	Iteration 13Q: 3 clusters Score -52010.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -52028.519531 Penalty: 635.693420
	Iteration 14Q: 3 clusters Score -52028.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -52046.882812 Penalty: 635.693420
	Iteration 15Q: 3 clusters Score -52046.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -52060.011719 Penalty: 635.693420
	Iteration 16Q: 3 clusters Score -52060.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -52064.417969 Penalty: 635.693420
	Iteration 17Q: 3 clusters Score -52064.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -52066.289062 Penalty: 635.693420
	Iteration 18Q: 3 clusters Score -52066.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -52067.566406 Penalty: 635.693420
	Iteration 19Q: 3 clusters Score -52067.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -52068.074219 Penalty: 635.693420
	Iteration 20F: 3 clusters Score -52068.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -52068.734375 Penalty: 635.693420
	Iteration 21Q: 3 clusters Score -52068.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -52069.566406 Penalty: 635.693420
	Iteration 22Q: 3 clusters Score -52069.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -52070.089844 Penalty: 635.693420
	Iteration 23Q: 3 clusters Score -52070.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -52070.375000 Penalty: 635.693420
	Iteration 24Q: 3 clusters Score -52070.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -52070.656250 Penalty: 635.693420
	Iteration 25Q: 3 clusters Score -52070.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -52071.027344 Penalty: 635.693420
	Iteration 26Q: 3 clusters Score -52071.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -52071.082031 Penalty: 635.693420
	Iteration 27Q: 3 clusters Score -52071.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -52071.082031 Penalty: 635.693420
	Iteration 28F: 3 clusters Score -52071.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Entering Unmasked Estep 
Score: -426193.687500 Penalty: 406.661377
	Iteration 0F: 2 clusters Score -426193.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -421087.531250 Penalty: 813.322754
	Iteration 0F: 3 clusters Score -421087.5 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -422995.250000 Penalty: 813.322754
	Iteration 1F: 3 clusters Score -422995.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -423137.343750 Penalty: 813.322754
	Iteration 2Q: 3 clusters Score -423137.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -423261.218750 Penalty: 813.322754
	Iteration 3Q: 3 clusters Score -423261.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -423402.156250 Penalty: 813.322754
	Iteration 4Q: 3 clusters Score -423402.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -423550.218750 Penalty: 813.322754
	Iteration 5Q: 3 clusters Score -423550.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -423764.406250 Penalty: 813.322754
	Iteration 6Q: 3 clusters Score -423764.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -424027.125000 Penalty: 813.322754
	Iteration 7Q: 3 clusters Score -424027.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -424353.906250 Penalty: 813.322754
	Iteration 8F: 3 clusters Score -424353.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -424669.031250 Penalty: 813.322754
	Iteration 9F: 3 clusters Score -424669 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -424868.250000 Penalty: 813.322754
	Iteration 10Q: 3 clusters Score -424868.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -424953.718750 Penalty: 813.322754
	Iteration 11Q: 3 clusters Score -424953.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -424997.781250 Penalty: 813.322754
	Iteration 12Q: 3 clusters Score -424997.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -425021.875000 Penalty: 813.322754
	Iteration 13Q: 3 clusters Score -425021.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -425048.406250 Penalty: 813.322754
	Iteration 14Q: 3 clusters Score -425048.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -425073.906250 Penalty: 813.322754
	Iteration 15Q: 3 clusters Score -425073.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -425093.375000 Penalty: 813.322754
	Iteration 16Q: 3 clusters Score -425093.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -425105.437500 Penalty: 813.322754
	Iteration 17Q: 3 clusters Score -425105.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -425124.031250 Penalty: 813.322754
	Iteration 18Q: 3 clusters Score -425124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -425149.937500 Penalty: 813.322754
	Iteration 19Q: 3 clusters Score -425149.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -425175.000000 Penalty: 813.322754
	Iteration 20F: 3 clusters Score -425175 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -425211.468750 Penalty: 813.322754
	Iteration 21Q: 3 clusters Score -425211.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -425249.000000 Penalty: 813.322754
	Iteration 22Q: 3 clusters Score -425249 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -425282.312500 Penalty: 813.322754
	Iteration 23Q: 3 clusters Score -425282.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -425306.312500 Penalty: 813.322754
	Iteration 24Q: 3 clusters Score -425306.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -425335.031250 Penalty: 813.322754
	Iteration 25Q: 3 clusters Score -425335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -425371.156250 Penalty: 813.322754
	Iteration 26Q: 3 clusters Score -425371.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -425411.687500 Penalty: 813.322754
	Iteration 27Q: 3 clusters Score -425411.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -425452.250000 Penalty: 813.322754
	Iteration 28Q: 3 clusters Score -425452.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -425478.562500 Penalty: 813.322754
	Iteration 29Q: 3 clusters Score -425478.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -425505.781250 Penalty: 813.322754
	Iteration 30Q: 3 clusters Score -425505.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -425532.062500 Penalty: 813.322754
	Iteration 31Q: 3 clusters Score -425532.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -425553.281250 Penalty: 813.322754
	Iteration 32Q: 3 clusters Score -425553.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -425579.968750 Penalty: 813.322754
	Iteration 33Q: 3 clusters Score -425580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -425600.687500 Penalty: 813.322754
	Iteration 34Q: 3 clusters Score -425600.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -425621.312500 Penalty: 813.322754
	Iteration 35Q: 3 clusters Score -425621.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -425639.875000 Penalty: 813.322754
	Iteration 36Q: 3 clusters Score -425639.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -425656.250000 Penalty: 813.322754
	Iteration 37Q: 3 clusters Score -425656.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -425669.593750 Penalty: 813.322754
	Iteration 38Q: 3 clusters Score -425669.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -425682.843750 Penalty: 813.322754
	Iteration 39Q: 3 clusters Score -425682.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -425698.093750 Penalty: 813.322754
	Iteration 40F: 3 clusters Score -425698.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -425709.500000 Penalty: 813.322754
	Iteration 41Q: 3 clusters Score -425709.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -425719.531250 Penalty: 813.322754
	Iteration 42Q: 3 clusters Score -425719.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -425724.437500 Penalty: 813.322754
	Iteration 43Q: 3 clusters Score -425724.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -425727.406250 Penalty: 813.322754
	Iteration 44Q: 3 clusters Score -425727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -425728.093750 Penalty: 813.322754
	Iteration 45Q: 3 clusters Score -425728.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -425730.375000 Penalty: 813.322754
	Iteration 46Q: 3 clusters Score -425730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -425731.625000 Penalty: 813.322754
	Iteration 47Q: 3 clusters Score -425731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -425732.562500 Penalty: 813.322754
	Iteration 48Q: 3 clusters Score -425732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -425735.000000 Penalty: 813.322754
	Iteration 49Q: 3 clusters Score -425735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -425737.375000 Penalty: 813.322754
	Iteration 50Q: 3 clusters Score -425737.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -425740.937500 Penalty: 813.322754
	Iteration 51Q: 3 clusters Score -425740.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -425744.812500 Penalty: 813.322754
	Iteration 52Q: 3 clusters Score -425744.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -425748.437500 Penalty: 813.322754
	Iteration 53Q: 3 clusters Score -425748.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -425750.781250 Penalty: 813.322754
	Iteration 54Q: 3 clusters Score -425750.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -425756.562500 Penalty: 813.322754
	Iteration 55Q: 3 clusters Score -425756.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -425761.343750 Penalty: 813.322754
	Iteration 56Q: 3 clusters Score -425761.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -425764.312500 Penalty: 813.322754
	Iteration 57Q: 3 clusters Score -425764.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -425765.812500 Penalty: 813.322754
	Iteration 58Q: 3 clusters Score -425765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -425769.343750 Penalty: 813.322754
	Iteration 59Q: 3 clusters Score -425769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -425771.875000 Penalty: 813.322754
	Iteration 60F: 3 clusters Score -425771.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -425776.718750 Penalty: 813.322754
	Iteration 61Q: 3 clusters Score -425776.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -425781.000000 Penalty: 813.322754
	Iteration 62Q: 3 clusters Score -425781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -425783.437500 Penalty: 813.322754
	Iteration 63Q: 3 clusters Score -425783.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -425785.281250 Penalty: 813.322754
	Iteration 64Q: 3 clusters Score -425785.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -425788.250000 Penalty: 813.322754
	Iteration 65Q: 3 clusters Score -425788.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -425790.000000 Penalty: 813.322754
	Iteration 66Q: 3 clusters Score -425790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -425795.031250 Penalty: 813.322754
	Iteration 67Q: 3 clusters Score -425795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -425798.406250 Penalty: 813.322754
	Iteration 68Q: 3 clusters Score -425798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -425799.312500 Penalty: 813.322754
	Iteration 69Q: 3 clusters Score -425799.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -425800.656250 Penalty: 813.322754
	Iteration 70Q: 3 clusters Score -425800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -425802.781250 Penalty: 813.322754
	Iteration 71Q: 3 clusters Score -425802.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -425806.281250 Penalty: 813.322754
	Iteration 72Q: 3 clusters Score -425806.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -425808.281250 Penalty: 813.322754
	Iteration 73Q: 3 clusters Score -425808.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -425812.093750 Penalty: 813.322754
	Iteration 74Q: 3 clusters Score -425812.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -425813.718750 Penalty: 813.322754
	Iteration 75Q: 3 clusters Score -425813.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -425814.531250 Penalty: 813.322754
	Iteration 76Q: 3 clusters Score -425814.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -425817.250000 Penalty: 813.322754
	Iteration 77Q: 3 clusters Score -425817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -425820.843750 Penalty: 813.322754
	Iteration 78Q: 3 clusters Score -425820.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -425824.906250 Penalty: 813.322754
	Iteration 79Q: 3 clusters Score -425824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -425827.125000 Penalty: 813.322754
	Iteration 80F: 3 clusters Score -425827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -425831.062500 Penalty: 813.322754
	Iteration 81Q: 3 clusters Score -425831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -425834.218750 Penalty: 813.322754
	Iteration 82Q: 3 clusters Score -425834.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -425838.250000 Penalty: 813.322754
	Iteration 83Q: 3 clusters Score -425838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -425840.250000 Penalty: 813.322754
	Iteration 84Q: 3 clusters Score -425840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -425840.843750 Penalty: 813.322754
	Iteration 85Q: 3 clusters Score -425840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -425842.406250 Penalty: 813.322754
	Iteration 86Q: 3 clusters Score -425842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -425844.281250 Penalty: 813.322754
	Iteration 87Q: 3 clusters Score -425844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -425846.218750 Penalty: 813.322754
	Iteration 88Q: 3 clusters Score -425846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -425847.093750 Penalty: 813.322754
	Iteration 89Q: 3 clusters Score -425847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -425848.843750 Penalty: 813.322754
	Iteration 90Q: 3 clusters Score -425848.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -425850.718750 Penalty: 813.322754
	Iteration 91Q: 3 clusters Score -425850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -425852.375000 Penalty: 813.322754
	Iteration 92Q: 3 clusters Score -425852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -425855.343750 Penalty: 813.322754
	Iteration 93Q: 3 clusters Score -425855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -425859.750000 Penalty: 813.322754
	Iteration 94Q: 3 clusters Score -425859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -425863.406250 Penalty: 813.322754
	Iteration 95Q: 3 clusters Score -425863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -425863.718750 Penalty: 813.322754
	Iteration 96Q: 3 clusters Score -425863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -425864.156250 Penalty: 813.322754
	Iteration 97Q: 3 clusters Score -425864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -425866.656250 Penalty: 813.322754
	Iteration 98Q: 3 clusters Score -425866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -425868.531250 Penalty: 813.322754
	Iteration 99Q: 3 clusters Score -425868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -425869.343750 Penalty: 813.322754
	Iteration 100F: 3 clusters Score -425869.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90489 members 
Entering Unmasked Estep 
Score: -4769440.000000 Penalty: 519.290771
	Iteration 0F: 2 clusters Score -4769440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -4709122.000000 Penalty: 1038.581543
	Iteration 0F: 3 clusters Score -4709122 nChanged 44216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -4737565.000000 Penalty: 1038.581543
	Iteration 1F: 3 clusters Score -4737565 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -4740149.000000 Penalty: 1038.581543
	Iteration 2F: 3 clusters Score -4740149 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -4744228.000000 Penalty: 1038.581543
	Iteration 3F: 3 clusters Score -4744228 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
Score: -4749550.500000 Penalty: 1038.581543
	Iteration 4F: 3 clusters Score -4749550 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -4753828.000000 Penalty: 1038.581543
	Iteration 5F: 3 clusters Score -4753828 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -4755683.500000 Penalty: 1038.581543
	Iteration 6Q: 3 clusters Score -4755684 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -4756315.500000 Penalty: 1038.581543
	Iteration 7Q: 3 clusters Score -4756316 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -4756721.500000 Penalty: 1038.581543
	Iteration 8Q: 3 clusters Score -4756722 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -4757144.500000 Penalty: 1038.581543
	Iteration 9Q: 3 clusters Score -4757144 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -4757563.000000 Penalty: 1038.581543
	Iteration 10Q: 3 clusters Score -4757563 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -4758072.500000 Penalty: 1038.581543
	Iteration 11Q: 3 clusters Score -4758072 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -4758578.000000 Penalty: 1038.581543
	Iteration 12Q: 3 clusters Score -4758578 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -4759060.500000 Penalty: 1038.581543
	Iteration 13Q: 3 clusters Score -4759060 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -4759611.000000 Penalty: 1038.581543
	Iteration 14Q: 3 clusters Score -4759611 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -4760159.500000 Penalty: 1038.581543
	Iteration 15Q: 3 clusters Score -4760160 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 68625 members 
Entering Unmasked Estep 
Score: -4760748.500000 Penalty: 1038.581543
	Iteration 16Q: 3 clusters Score -4760748 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -4761293.000000 Penalty: 1038.581543
	Iteration 17Q: 3 clusters Score -4761293 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 71513 members 
Entering Unmasked Estep 
Score: -4761816.500000 Penalty: 1038.581543
	Iteration 18Q: 3 clusters Score -4761816 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 73014 members 
Entering Unmasked Estep 
Score: -4762386.000000 Penalty: 1038.581543
	Iteration 19Q: 3 clusters Score -4762386 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -4763005.000000 Penalty: 1038.581543
	Iteration 20F: 3 clusters Score -4763005 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -4763611.000000 Penalty: 1038.581543
	Iteration 21Q: 3 clusters Score -4763611 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -4764187.500000 Penalty: 1038.581543
	Iteration 22Q: 3 clusters Score -4764188 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -4764761.000000 Penalty: 1038.581543
	Iteration 23Q: 3 clusters Score -4764761 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -4765364.500000 Penalty: 1038.581543
	Iteration 24Q: 3 clusters Score -4765364 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -4765903.000000 Penalty: 1038.581543
	Iteration 25Q: 3 clusters Score -4765903 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -4766360.500000 Penalty: 1038.581543
	Iteration 26Q: 3 clusters Score -4766360 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -4766828.500000 Penalty: 1038.581543
	Iteration 27Q: 3 clusters Score -4766828 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -4767328.500000 Penalty: 1038.581543
	Iteration 28Q: 3 clusters Score -4767328 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -4767755.000000 Penalty: 1038.581543
	Iteration 29Q: 3 clusters Score -4767755 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 87035 members 
Entering Unmasked Estep 
Score: -4768046.500000 Penalty: 1038.581543
	Iteration 30Q: 3 clusters Score -4768046 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 87645 members 
Entering Unmasked Estep 
Score: -4768320.000000 Penalty: 1038.581543
	Iteration 31Q: 3 clusters Score -4768320 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -4768527.500000 Penalty: 1038.581543
	Iteration 32Q: 3 clusters Score -4768528 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 88558 members 
Entering Unmasked Estep 
Score: -4768695.000000 Penalty: 1038.581543
	Iteration 33Q: 3 clusters Score -4768695 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -4768866.500000 Penalty: 1038.581543
	Iteration 34Q: 3 clusters Score -4768866 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -4768976.500000 Penalty: 1038.581543
	Iteration 35Q: 3 clusters Score -4768976 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -4769053.500000 Penalty: 1038.581543
	Iteration 36Q: 3 clusters Score -4769054 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -4769098.500000 Penalty: 1038.581543
	Iteration 37Q: 3 clusters Score -4769098 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 89649 members 
Entering Unmasked Estep 
Score: -4769151.000000 Penalty: 1038.581543
	Iteration 38Q: 3 clusters Score -4769151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 89736 members 
Entering Unmasked Estep 
Score: -4769192.500000 Penalty: 1038.581543
	Iteration 39Q: 3 clusters Score -4769192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -4769230.500000 Penalty: 1038.581543
	Iteration 40F: 3 clusters Score -4769230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 89850 members 
Entering Unmasked Estep 
Score: -4769258.000000 Penalty: 1038.581543
	Iteration 41Q: 3 clusters Score -4769258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 89882 members 
Entering Unmasked Estep 
Score: -4769295.000000 Penalty: 1038.581543
	Iteration 42Q: 3 clusters Score -4769295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -4769326.500000 Penalty: 1038.581543
	Iteration 43Q: 3 clusters Score -4769326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -4769375.000000 Penalty: 1038.581543
	Iteration 44Q: 3 clusters Score -4769375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -4769418.000000 Penalty: 1038.581543
	Iteration 45Q: 3 clusters Score -4769418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -4769451.000000 Penalty: 1038.581543
	Iteration 46Q: 3 clusters Score -4769451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -4769470.500000 Penalty: 1038.581543
	Iteration 47Q: 3 clusters Score -4769470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 89990 members 
Entering Unmasked Estep 
Score: -4769516.500000 Penalty: 1038.581543
	Iteration 48Q: 3 clusters Score -4769516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -4769526.000000 Penalty: 1038.581543
	Iteration 49Q: 3 clusters Score -4769526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -4769541.000000 Penalty: 1038.581543
	Iteration 50Q: 3 clusters Score -4769541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 89935 members 
Entering Unmasked Estep 
Score: -4769556.000000 Penalty: 1038.581543
	Iteration 51Q: 3 clusters Score -4769556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -4769563.500000 Penalty: 1038.581543
	Iteration 52Q: 3 clusters Score -4769564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -4769565.500000 Penalty: 1038.581543
	Iteration 53Q: 3 clusters Score -4769566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 89907 members 
Entering Unmasked Estep 
Score: -4769572.000000 Penalty: 1038.581543
	Iteration 54Q: 3 clusters Score -4769572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -4769568.500000 Penalty: 1038.581543
	Iteration 55Q: 3 clusters Score -4769568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 89898 members 
Entering Unmasked Estep 
Score: -4769567.500000 Penalty: 1038.581543
	Iteration 56Q: 3 clusters Score -4769568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -4769569.500000 Penalty: 1038.581543
	Iteration 57Q: 3 clusters Score -4769570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -4769568.000000 Penalty: 1038.581543
	Iteration 58Q: 3 clusters Score -4769568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -4769573.000000 Penalty: 1038.581543
	Iteration 59Q: 3 clusters Score -4769573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -4769575.500000 Penalty: 1038.581543
	Iteration 60F: 3 clusters Score -4769576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 89891 members 
Entering Unmasked Estep 
Score: -4769576.500000 Penalty: 1038.581543
	Iteration 61Q: 3 clusters Score -4769576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -4769576.500000 Penalty: 1038.581543
	Iteration 62Q: 3 clusters Score -4769576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 89886 members 
Entering Unmasked Estep 
Score: -4769584.000000 Penalty: 1038.581543
	Iteration 63Q: 3 clusters Score -4769584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -4769585.000000 Penalty: 1038.581543
	Iteration 64Q: 3 clusters Score -4769585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 89886 members 
Entering Unmasked Estep 
Score: -4769582.500000 Penalty: 1038.581543
	Iteration 65Q: 3 clusters Score -4769582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -4769584.500000 Penalty: 1038.581543
	Iteration 66Q: 3 clusters Score -4769584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -4769584.500000 Penalty: 1038.581543
	Iteration 67F: 3 clusters Score -4769584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 77851 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 50465 members 
Mstep: Class 6 contains 28670 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 8 contains 161449 members 
Mstep: Class 9 contains 78231 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 604 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 84145 members 
Mstep: Class 17 contains 152411 members 
Mstep: Class 18 contains 20260 members 
Mstep: Class 19 contains 103403 members 
Mstep: Class 20 contains 14025 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 38575 members 
Mstep: Class 24 contains 13759 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 22915 members 
Mstep: Class 27 contains 142068 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 84535 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 73678 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 19021 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 91211 members 
Mstep: Class 37 contains 8623 members 
Mstep: Class 38 contains 60858 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 92970 members 
Mstep: Class 42 contains 89885 members 
Entering Unmasked Estep 
Score: -87408624.000000 Penalty: 27449.218750
Splitting cluster 14 changes total score from -87409512.000000 to -87408624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (12147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Entering Unmasked Estep 
Score: -658158.125000 Penalty: 427.920105
	Iteration 0F: 2 clusters Score -658158.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -650027.187500 Penalty: 855.840210
	Iteration 0F: 3 clusters Score -650027.2 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -653269.562500 Penalty: 855.840210
	Iteration 1F: 3 clusters Score -653269.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -653479.125000 Penalty: 855.840210
	Iteration 2Q: 3 clusters Score -653479.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -653776.812500 Penalty: 855.840210
	Iteration 3F: 3 clusters Score -653776.8 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -654254.250000 Penalty: 855.840210
	Iteration 4F: 3 clusters Score -654254.2 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -654932.125000 Penalty: 855.840210
	Iteration 5F: 3 clusters Score -654932.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -655730.812500 Penalty: 855.840210
	Iteration 6F: 3 clusters Score -655730.8 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -656508.562500 Penalty: 855.840210
	Iteration 7F: 3 clusters Score -656508.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -657074.812500 Penalty: 855.840210
	Iteration 8F: 3 clusters Score -657074.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -657410.312500 Penalty: 855.840210
	Iteration 9Q: 3 clusters Score -657410.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -657581.687500 Penalty: 855.840210
	Iteration 10Q: 3 clusters Score -657581.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -657676.562500 Penalty: 855.840210
	Iteration 11Q: 3 clusters Score -657676.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -657726.125000 Penalty: 855.840210
	Iteration 12Q: 3 clusters Score -657726.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -657758.312500 Penalty: 855.840210
	Iteration 13Q: 3 clusters Score -657758.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -657769.812500 Penalty: 855.840210
	Iteration 14Q: 3 clusters Score -657769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -657775.625000 Penalty: 855.840210
	Iteration 15Q: 3 clusters Score -657775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -657779.625000 Penalty: 855.840210
	Iteration 16Q: 3 clusters Score -657779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -657781.375000 Penalty: 855.840210
	Iteration 17Q: 3 clusters Score -657781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -657781.375000 Penalty: 855.840210
	Iteration 18F: 3 clusters Score -657781.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (84145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Entering Unmasked Estep 
Score: -4693871.000000 Penalty: 515.983521
	Iteration 0F: 2 clusters Score -4693871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -4638098.500000 Penalty: 1031.967041
	Iteration 0F: 3 clusters Score -4638098 nChanged 41104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -4663129.500000 Penalty: 1031.967041
	Iteration 1F: 3 clusters Score -4663130 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -4664399.000000 Penalty: 1031.967041
	Iteration 2Q: 3 clusters Score -4664399 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -4666522.000000 Penalty: 1031.967041
	Iteration 3F: 3 clusters Score -4666522 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -4670458.500000 Penalty: 1031.967041
	Iteration 4F: 3 clusters Score -4670458 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -4676329.500000 Penalty: 1031.967041
	Iteration 5F: 3 clusters Score -4676330 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -4681922.000000 Penalty: 1031.967041
	Iteration 6F: 3 clusters Score -4681922 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -4684617.000000 Penalty: 1031.967041
	Iteration 7F: 3 clusters Score -4684617 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -4685814.000000 Penalty: 1031.967041
	Iteration 8Q: 3 clusters Score -4685814 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -4686581.000000 Penalty: 1031.967041
	Iteration 9Q: 3 clusters Score -4686581 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -4687366.500000 Penalty: 1031.967041
	Iteration 10Q: 3 clusters Score -4687366 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -4688007.500000 Penalty: 1031.967041
	Iteration 11Q: 3 clusters Score -4688008 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -4688606.500000 Penalty: 1031.967041
	Iteration 12Q: 3 clusters Score -4688606 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -4689167.500000 Penalty: 1031.967041
	Iteration 13Q: 3 clusters Score -4689168 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -4689678.500000 Penalty: 1031.967041
	Iteration 14Q: 3 clusters Score -4689678 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -4690097.500000 Penalty: 1031.967041
	Iteration 15Q: 3 clusters Score -4690098 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -4690533.000000 Penalty: 1031.967041
	Iteration 16Q: 3 clusters Score -4690533 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -4690814.000000 Penalty: 1031.967041
	Iteration 17Q: 3 clusters Score -4690814 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -4691064.000000 Penalty: 1031.967041
	Iteration 18Q: 3 clusters Score -4691064 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -4691228.500000 Penalty: 1031.967041
	Iteration 19Q: 3 clusters Score -4691228 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -4691346.000000 Penalty: 1031.967041
	Iteration 20F: 3 clusters Score -4691346 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -4691414.500000 Penalty: 1031.967041
	Iteration 21Q: 3 clusters Score -4691414 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -4691473.500000 Penalty: 1031.967041
	Iteration 22Q: 3 clusters Score -4691474 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -4691529.000000 Penalty: 1031.967041
	Iteration 23Q: 3 clusters Score -4691529 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -4691552.000000 Penalty: 1031.967041
	Iteration 24Q: 3 clusters Score -4691552 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -4691538.000000 Penalty: 1031.967041
	Iteration 25Q: 3 clusters Score -4691538 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -4691547.500000 Penalty: 1031.967041
	Iteration 26Q: 3 clusters Score -4691548 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -4691543.500000 Penalty: 1031.967041
	Iteration 27Q: 3 clusters Score -4691544 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -4691570.000000 Penalty: 1031.967041
	Iteration 28Q: 3 clusters Score -4691570 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -4691552.500000 Penalty: 1031.967041
	Iteration 29Q: 3 clusters Score -4691552 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -4691564.500000 Penalty: 1031.967041
	Iteration 30Q: 3 clusters Score -4691564 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -4691550.000000 Penalty: 1031.967041
	Iteration 31Q: 3 clusters Score -4691550 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -4691566.500000 Penalty: 1031.967041
	Iteration 32Q: 3 clusters Score -4691566 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -4691566.000000 Penalty: 1031.967041
	Iteration 33Q: 3 clusters Score -4691566 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -4691584.500000 Penalty: 1031.967041
	Iteration 34Q: 3 clusters Score -4691584 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -4691579.000000 Penalty: 1031.967041
	Iteration 35Q: 3 clusters Score -4691579 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -4691581.500000 Penalty: 1031.967041
	Iteration 36Q: 3 clusters Score -4691582 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -4691575.500000 Penalty: 1031.967041
	Iteration 37Q: 3 clusters Score -4691576 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -4691574.000000 Penalty: 1031.967041
	Iteration 38Q: 3 clusters Score -4691574 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -4691568.500000 Penalty: 1031.967041
	Iteration 39Q: 3 clusters Score -4691568 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -4691564.500000 Penalty: 1031.967041
	Iteration 40F: 3 clusters Score -4691564 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -4691573.500000 Penalty: 1031.967041
	Iteration 41Q: 3 clusters Score -4691574 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -4691578.000000 Penalty: 1031.967041
	Iteration 42Q: 3 clusters Score -4691578 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -4691547.500000 Penalty: 1031.967041
	Iteration 43Q: 3 clusters Score -4691548 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -4691537.000000 Penalty: 1031.967041
	Iteration 44Q: 3 clusters Score -4691537 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -4691532.000000 Penalty: 1031.967041
	Iteration 45Q: 3 clusters Score -4691532 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -4691552.500000 Penalty: 1031.967041
	Iteration 46Q: 3 clusters Score -4691552 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -4691538.500000 Penalty: 1031.967041
	Iteration 47Q: 3 clusters Score -4691538 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -4691563.500000 Penalty: 1031.967041
	Iteration 48Q: 3 clusters Score -4691564 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -4691571.500000 Penalty: 1031.967041
	Iteration 49Q: 3 clusters Score -4691572 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -4691577.000000 Penalty: 1031.967041
	Iteration 50Q: 3 clusters Score -4691577 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -4691573.500000 Penalty: 1031.967041
	Iteration 51Q: 3 clusters Score -4691574 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -4691569.500000 Penalty: 1031.967041
	Iteration 52Q: 3 clusters Score -4691570 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -4691563.000000 Penalty: 1031.967041
	Iteration 53Q: 3 clusters Score -4691563 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -4691553.000000 Penalty: 1031.967041
	Iteration 54Q: 3 clusters Score -4691553 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4691548.000000 Penalty: 1031.967041
	Iteration 55Q: 3 clusters Score -4691548 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4691550.000000 Penalty: 1031.967041
	Iteration 56Q: 3 clusters Score -4691550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -4691556.500000 Penalty: 1031.967041
	Iteration 57Q: 3 clusters Score -4691556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -4691559.500000 Penalty: 1031.967041
	Iteration 58Q: 3 clusters Score -4691560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -4691559.500000 Penalty: 1031.967041
	Iteration 59Q: 3 clusters Score -4691560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -4691552.000000 Penalty: 1031.967041
	Iteration 60F: 3 clusters Score -4691552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -4691561.000000 Penalty: 1031.967041
	Iteration 61Q: 3 clusters Score -4691561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -4691555.000000 Penalty: 1031.967041
	Iteration 62Q: 3 clusters Score -4691555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -4691556.500000 Penalty: 1031.967041
	Iteration 63Q: 3 clusters Score -4691556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -4691557.500000 Penalty: 1031.967041
	Iteration 64Q: 3 clusters Score -4691558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -4691551.500000 Penalty: 1031.967041
	Iteration 65Q: 3 clusters Score -4691552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -4691552.500000 Penalty: 1031.967041
	Iteration 66Q: 3 clusters Score -4691552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -4691558.500000 Penalty: 1031.967041
	Iteration 67Q: 3 clusters Score -4691558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -4691572.000000 Penalty: 1031.967041
	Iteration 68Q: 3 clusters Score -4691572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -4691557.500000 Penalty: 1031.967041
	Iteration 69Q: 3 clusters Score -4691558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -4691559.500000 Penalty: 1031.967041
	Iteration 70Q: 3 clusters Score -4691560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -4691562.000000 Penalty: 1031.967041
	Iteration 71Q: 3 clusters Score -4691562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -4691564.500000 Penalty: 1031.967041
	Iteration 72Q: 3 clusters Score -4691564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -4691554.000000 Penalty: 1031.967041
	Iteration 73Q: 3 clusters Score -4691554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -4691561.500000 Penalty: 1031.967041
	Iteration 74Q: 3 clusters Score -4691562 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -4691554.000000 Penalty: 1031.967041
	Iteration 75Q: 3 clusters Score -4691554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -4691539.500000 Penalty: 1031.967041
	Iteration 76Q: 3 clusters Score -4691540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -4691535.500000 Penalty: 1031.967041
	Iteration 77Q: 3 clusters Score -4691536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -4691532.500000 Penalty: 1031.967041
	Iteration 78Q: 3 clusters Score -4691532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -4691541.000000 Penalty: 1031.967041
	Iteration 79Q: 3 clusters Score -4691541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -4691536.000000 Penalty: 1031.967041
	Iteration 80F: 3 clusters Score -4691536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -4691528.500000 Penalty: 1031.967041
	Iteration 81Q: 3 clusters Score -4691528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -4691529.000000 Penalty: 1031.967041
	Iteration 82Q: 3 clusters Score -4691529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -4691529.000000 Penalty: 1031.967041
	Iteration 83Q: 3 clusters Score -4691529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -4691523.000000 Penalty: 1031.967041
	Iteration 84Q: 3 clusters Score -4691523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -4691522.500000 Penalty: 1031.967041
	Iteration 85Q: 3 clusters Score -4691522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -4691508.000000 Penalty: 1031.967041
	Iteration 86Q: 3 clusters Score -4691508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -4691508.500000 Penalty: 1031.967041
	Iteration 87Q: 3 clusters Score -4691508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -4691510.000000 Penalty: 1031.967041
	Iteration 88Q: 3 clusters Score -4691510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -4691514.500000 Penalty: 1031.967041
	Iteration 89Q: 3 clusters Score -4691514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -4691518.000000 Penalty: 1031.967041
	Iteration 90Q: 3 clusters Score -4691518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -4691524.000000 Penalty: 1031.967041
	Iteration 91Q: 3 clusters Score -4691524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -4691529.500000 Penalty: 1031.967041
	Iteration 92Q: 3 clusters Score -4691530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -4691537.500000 Penalty: 1031.967041
	Iteration 93Q: 3 clusters Score -4691538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -4691530.500000 Penalty: 1031.967041
	Iteration 94Q: 3 clusters Score -4691530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -4691531.000000 Penalty: 1031.967041
	Iteration 95Q: 3 clusters Score -4691531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -4691529.000000 Penalty: 1031.967041
	Iteration 96Q: 3 clusters Score -4691529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4691536.500000 Penalty: 1031.967041
	Iteration 97Q: 3 clusters Score -4691536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -4691530.500000 Penalty: 1031.967041
	Iteration 98Q: 3 clusters Score -4691530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -4691526.000000 Penalty: 1031.967041
	Iteration 99Q: 3 clusters Score -4691526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -4691521.000000 Penalty: 1031.967041
	Iteration 100F: 3 clusters Score -4691521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -4691520.500000 Penalty: 1031.967041
	Iteration 101Q: 3 clusters Score -4691520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -4691524.500000 Penalty: 1031.967041
	Iteration 102Q: 3 clusters Score -4691524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -4691526.500000 Penalty: 1031.967041
	Iteration 103Q: 3 clusters Score -4691526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -4691523.000000 Penalty: 1031.967041
	Iteration 104Q: 3 clusters Score -4691523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -4691520.000000 Penalty: 1031.967041
	Iteration 105Q: 3 clusters Score -4691520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -4691519.000000 Penalty: 1031.967041
	Iteration 106Q: 3 clusters Score -4691519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4691523.500000 Penalty: 1031.967041
	Iteration 107Q: 3 clusters Score -4691524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -4691522.000000 Penalty: 1031.967041
	Iteration 108Q: 3 clusters Score -4691522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -4691516.500000 Penalty: 1031.967041
	Iteration 109Q: 3 clusters Score -4691516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -4691519.000000 Penalty: 1031.967041
	Iteration 110Q: 3 clusters Score -4691519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -4691518.500000 Penalty: 1031.967041
	Iteration 111Q: 3 clusters Score -4691518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -4691519.000000 Penalty: 1031.967041
	Iteration 112Q: 3 clusters Score -4691519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -4691522.000000 Penalty: 1031.967041
	Iteration 113Q: 3 clusters Score -4691522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -4691522.500000 Penalty: 1031.967041
	Iteration 114Q: 3 clusters Score -4691522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -4691521.500000 Penalty: 1031.967041
	Iteration 115Q: 3 clusters Score -4691522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -4691524.500000 Penalty: 1031.967041
	Iteration 116Q: 3 clusters Score -4691524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -4691525.000000 Penalty: 1031.967041
	Iteration 117Q: 3 clusters Score -4691525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -4691523.000000 Penalty: 1031.967041
	Iteration 118Q: 3 clusters Score -4691523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -4691524.500000 Penalty: 1031.967041
	Iteration 119Q: 3 clusters Score -4691524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -4691521.000000 Penalty: 1031.967041
	Iteration 120F: 3 clusters Score -4691521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -4691525.000000 Penalty: 1031.967041
	Iteration 121Q: 3 clusters Score -4691525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -4691523.500000 Penalty: 1031.967041
	Iteration 122Q: 3 clusters Score -4691524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -4691520.500000 Penalty: 1031.967041
	Iteration 123Q: 3 clusters Score -4691520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -4691519.500000 Penalty: 1031.967041
	Iteration 124Q: 3 clusters Score -4691520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -4691513.500000 Penalty: 1031.967041
	Iteration 125Q: 3 clusters Score -4691514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -4691514.500000 Penalty: 1031.967041
	Iteration 126Q: 3 clusters Score -4691514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -4691514.000000 Penalty: 1031.967041
	Iteration 127Q: 3 clusters Score -4691514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -4691514.000000 Penalty: 1031.967041
	Iteration 128F: 3 clusters Score -4691514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (152411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152411 members 
Entering Unmasked Estep 
Score: -8103427.500000 Penalty: 543.012268
	Iteration 0F: 2 clusters Score -8103428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76545 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -8008089.000000 Penalty: 1086.024536
	Iteration 0F: 3 clusters Score -8008089 nChanged 74464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 63472 members 
Entering Unmasked Estep 
Score: -8054827.000000 Penalty: 1086.024536
	Iteration 1F: 3 clusters Score -8054827 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94753 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -8057405.500000 Penalty: 1086.024536
	Iteration 2F: 3 clusters Score -8057406 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101752 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -8061062.500000 Penalty: 1086.024536
	Iteration 3F: 3 clusters Score -8061062 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108715 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -8065653.500000 Penalty: 1086.024536
	Iteration 4F: 3 clusters Score -8065654 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -8071112.000000 Penalty: 1086.024536
	Iteration 5F: 3 clusters Score -8071112 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116033 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -8076234.000000 Penalty: 1086.024536
	Iteration 6F: 3 clusters Score -8076234 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115133 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -8079565.000000 Penalty: 1086.024536
	Iteration 7F: 3 clusters Score -8079565 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -8081372.000000 Penalty: 1086.024536
	Iteration 8Q: 3 clusters Score -8081372 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108850 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8082565.500000 Penalty: 1086.024536
	Iteration 9Q: 3 clusters Score -8082566 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104728 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -8083941.500000 Penalty: 1086.024536
	Iteration 10Q: 3 clusters Score -8083942 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100589 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -8085510.500000 Penalty: 1086.024536
	Iteration 11Q: 3 clusters Score -8085510 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -8087338.500000 Penalty: 1086.024536
	Iteration 12Q: 3 clusters Score -8087338 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -8089202.500000 Penalty: 1086.024536
	Iteration 13Q: 3 clusters Score -8089202 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88936 members 
Mstep: Class 2 contains 63475 members 
Entering Unmasked Estep 
Score: -8090896.000000 Penalty: 1086.024536
	Iteration 14Q: 3 clusters Score -8090896 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85900 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -8092310.500000 Penalty: 1086.024536
	Iteration 15Q: 3 clusters Score -8092310 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -8093395.000000 Penalty: 1086.024536
	Iteration 16Q: 3 clusters Score -8093395 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -8094362.000000 Penalty: 1086.024536
	Iteration 17Q: 3 clusters Score -8094362 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79905 members 
Mstep: Class 2 contains 72506 members 
Entering Unmasked Estep 
Score: -8095191.500000 Penalty: 1086.024536
	Iteration 18Q: 3 clusters Score -8095192 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78889 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -8095682.500000 Penalty: 1086.024536
	Iteration 19Q: 3 clusters Score -8095682 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -8096865.500000 Penalty: 1086.024536
	Iteration 20F: 3 clusters Score -8096866 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76995 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -8098113.000000 Penalty: 1086.024536
	Iteration 21Q: 3 clusters Score -8098113 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -8099217.000000 Penalty: 1086.024536
	Iteration 22Q: 3 clusters Score -8099217 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -8100217.500000 Penalty: 1086.024536
	Iteration 23Q: 3 clusters Score -8100218 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 78569 members 
Entering Unmasked Estep 
Score: -8101060.500000 Penalty: 1086.024536
	Iteration 24Q: 3 clusters Score -8101060 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 79281 members 
Entering Unmasked Estep 
Score: -8101876.000000 Penalty: 1086.024536
	Iteration 25Q: 3 clusters Score -8101876 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -8102533.500000 Penalty: 1086.024536
	Iteration 26Q: 3 clusters Score -8102534 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -8102972.000000 Penalty: 1086.024536
	Iteration 27Q: 3 clusters Score -8102972 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -8103412.000000 Penalty: 1086.024536
	Iteration 28Q: 3 clusters Score -8103412 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -8103677.000000 Penalty: 1086.024536
	Iteration 29Q: 3 clusters Score -8103677 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -8103788.000000 Penalty: 1086.024536
	Iteration 30Q: 3 clusters Score -8103788 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 82943 members 
Entering Unmasked Estep 
Score: -8103849.000000 Penalty: 1086.024536
	Iteration 31Q: 3 clusters Score -8103849 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -8103850.000000 Penalty: 1086.024536
	Iteration 32Q: 3 clusters Score -8103850 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -8103865.000000 Penalty: 1086.024536
	Iteration 33Q: 3 clusters Score -8103865 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 83647 members 
Entering Unmasked Estep 
Score: -8103883.500000 Penalty: 1086.024536
	Iteration 34Q: 3 clusters Score -8103884 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68633 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -8103893.000000 Penalty: 1086.024536
	Iteration 35Q: 3 clusters Score -8103893 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 83905 members 
Entering Unmasked Estep 
Score: -8103886.500000 Penalty: 1086.024536
	Iteration 36Q: 3 clusters Score -8103886 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68399 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -8103848.500000 Penalty: 1086.024536
	Iteration 37Q: 3 clusters Score -8103848 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 84075 members 
Entering Unmasked Estep 
Score: -8103860.000000 Penalty: 1086.024536
	Iteration 38Q: 3 clusters Score -8103860 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -8103866.500000 Penalty: 1086.024536
	Iteration 39Q: 3 clusters Score -8103866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -8103886.500000 Penalty: 1086.024536
	Iteration 40F: 3 clusters Score -8103886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -8103909.000000 Penalty: 1086.024536
	Iteration 41Q: 3 clusters Score -8103909 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -8103892.000000 Penalty: 1086.024536
	Iteration 42Q: 3 clusters Score -8103892 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -8103876.000000 Penalty: 1086.024536
	Iteration 43Q: 3 clusters Score -8103876 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 84284 members 
Entering Unmasked Estep 
Score: -8103876.000000 Penalty: 1086.024536
	Iteration 44Q: 3 clusters Score -8103876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -8103871.500000 Penalty: 1086.024536
	Iteration 45Q: 3 clusters Score -8103872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -8103874.000000 Penalty: 1086.024536
	Iteration 46Q: 3 clusters Score -8103874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -8103883.500000 Penalty: 1086.024536
	Iteration 47Q: 3 clusters Score -8103884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 84346 members 
Entering Unmasked Estep 
Score: -8103880.000000 Penalty: 1086.024536
	Iteration 48Q: 3 clusters Score -8103880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -8103875.500000 Penalty: 1086.024536
	Iteration 49Q: 3 clusters Score -8103876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -8103875.500000 Penalty: 1086.024536
	Iteration 50Q: 3 clusters Score -8103876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -8103877.500000 Penalty: 1086.024536
	Iteration 51Q: 3 clusters Score -8103878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -8103871.000000 Penalty: 1086.024536
	Iteration 52Q: 3 clusters Score -8103871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -8103875.500000 Penalty: 1086.024536
	Iteration 53Q: 3 clusters Score -8103876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -8103866.500000 Penalty: 1086.024536
	Iteration 54Q: 3 clusters Score -8103866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -8103865.500000 Penalty: 1086.024536
	Iteration 55Q: 3 clusters Score -8103866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -8103866.500000 Penalty: 1086.024536
	Iteration 56Q: 3 clusters Score -8103866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -8103861.500000 Penalty: 1086.024536
	Iteration 57Q: 3 clusters Score -8103862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -8103859.000000 Penalty: 1086.024536
	Iteration 58Q: 3 clusters Score -8103859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -8103861.000000 Penalty: 1086.024536
	Iteration 59Q: 3 clusters Score -8103861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 84346 members 
Entering Unmasked Estep 
Score: -8103862.000000 Penalty: 1086.024536
	Iteration 60F: 3 clusters Score -8103862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 84350 members 
Entering Unmasked Estep 
Score: -8103867.500000 Penalty: 1086.024536
	Iteration 61Q: 3 clusters Score -8103868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -8103869.000000 Penalty: 1086.024536
	Iteration 62Q: 3 clusters Score -8103869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -8103859.000000 Penalty: 1086.024536
	Iteration 63Q: 3 clusters Score -8103859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -8103859.500000 Penalty: 1086.024536
	Iteration 64Q: 3 clusters Score -8103860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 84362 members 
Entering Unmasked Estep 
Score: -8103845.500000 Penalty: 1086.024536
	Iteration 65Q: 3 clusters Score -8103846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -8103841.000000 Penalty: 1086.024536
	Iteration 66Q: 3 clusters Score -8103841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -8103828.000000 Penalty: 1086.024536
	Iteration 67Q: 3 clusters Score -8103828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -8103828.000000 Penalty: 1086.024536
	Iteration 68Q: 3 clusters Score -8103828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 84377 members 
Entering Unmasked Estep 
Score: -8103833.500000 Penalty: 1086.024536
	Iteration 69Q: 3 clusters Score -8103834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -8103826.500000 Penalty: 1086.024536
	Iteration 70Q: 3 clusters Score -8103826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -8103824.500000 Penalty: 1086.024536
	Iteration 71Q: 3 clusters Score -8103824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -8103821.500000 Penalty: 1086.024536
	Iteration 72Q: 3 clusters Score -8103822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68029 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -8103823.000000 Penalty: 1086.024536
	Iteration 73Q: 3 clusters Score -8103823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -8103824.000000 Penalty: 1086.024536
	Iteration 74Q: 3 clusters Score -8103824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -8103835.000000 Penalty: 1086.024536
	Iteration 75Q: 3 clusters Score -8103835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 84386 members 
Entering Unmasked Estep 
Score: -8103838.000000 Penalty: 1086.024536
	Iteration 76Q: 3 clusters Score -8103838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -8103833.500000 Penalty: 1086.024536
	Iteration 77Q: 3 clusters Score -8103834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 84388 members 
Entering Unmasked Estep 
Score: -8103837.500000 Penalty: 1086.024536
	Iteration 78Q: 3 clusters Score -8103838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 84391 members 
Entering Unmasked Estep 
Score: -8103835.500000 Penalty: 1086.024536
	Iteration 79Q: 3 clusters Score -8103836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 84392 members 
Entering Unmasked Estep 
Score: -8103838.500000 Penalty: 1086.024536
	Iteration 80F: 3 clusters Score -8103838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
Score: -8103838.500000 Penalty: 1086.024536
	Iteration 81Q: 3 clusters Score -8103838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
Score: -8103838.500000 Penalty: 1086.024536
	Iteration 82F: 3 clusters Score -8103838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 77851 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 50465 members 
Mstep: Class 6 contains 28670 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 8 contains 161449 members 
Mstep: Class 9 contains 78231 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 90489 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 84145 members 
Mstep: Class 17 contains 68018 members 
Mstep: Class 18 contains 20260 members 
Mstep: Class 19 contains 103403 members 
Mstep: Class 20 contains 14025 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 38575 members 
Mstep: Class 24 contains 13759 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 22915 members 
Mstep: Class 27 contains 142068 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 84535 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 73678 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 19021 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 91211 members 
Mstep: Class 37 contains 8623 members 
Mstep: Class 38 contains 60858 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 92970 members 
Mstep: Class 42 contains 84393 members 
Entering Unmasked Estep 
Score: -87410968.000000 Penalty: 27449.218750
Splitting cluster 17 changes total score from -87409512.000000 to -87410968.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 18 (20260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Entering Unmasked Estep 
Score: -1145471.875000 Penalty: 451.196381
	Iteration 0F: 2 clusters Score -1145472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1131972.750000 Penalty: 902.392761
	Iteration 0F: 3 clusters Score -1131973 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1137635.250000 Penalty: 902.392761
	Iteration 1F: 3 clusters Score -1137635 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1137938.000000 Penalty: 902.392761
	Iteration 2Q: 3 clusters Score -1137938 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1138416.625000 Penalty: 902.392761
	Iteration 3F: 3 clusters Score -1138417 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1139235.750000 Penalty: 902.392761
	Iteration 4F: 3 clusters Score -1139236 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1140487.500000 Penalty: 902.392761
	Iteration 5F: 3 clusters Score -1140488 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1142141.875000 Penalty: 902.392761
	Iteration 6F: 3 clusters Score -1142142 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -1143716.375000 Penalty: 902.392761
	Iteration 7F: 3 clusters Score -1143716 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -1144643.750000 Penalty: 902.392761
	Iteration 8Q: 3 clusters Score -1144644 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1144942.500000 Penalty: 902.392761
	Iteration 9Q: 3 clusters Score -1144942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1145028.375000 Penalty: 902.392761
	Iteration 10Q: 3 clusters Score -1145028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -1145059.000000 Penalty: 902.392761
	Iteration 11Q: 3 clusters Score -1145059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1145075.125000 Penalty: 902.392761
	Iteration 12Q: 3 clusters Score -1145075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1145083.125000 Penalty: 902.392761
	Iteration 13Q: 3 clusters Score -1145083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -1145083.125000 Penalty: 902.392761
	Iteration 14F: 3 clusters Score -1145083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Entering Unmasked Estep 
Score: -5687417.000000 Penalty: 525.360718
	Iteration 0F: 2 clusters Score -5687417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -5620680.500000 Penalty: 1050.721436
	Iteration 0F: 3 clusters Score -5620680 nChanged 50570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -5651252.000000 Penalty: 1050.721436
	Iteration 1F: 3 clusters Score -5651252 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -5652813.500000 Penalty: 1050.721436
	Iteration 2Q: 3 clusters Score -5652814 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -5655470.000000 Penalty: 1050.721436
	Iteration 3F: 3 clusters Score -5655470 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -5660259.500000 Penalty: 1050.721436
	Iteration 4F: 3 clusters Score -5660260 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
Score: -5668094.500000 Penalty: 1050.721436
	Iteration 5F: 3 clusters Score -5668094 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -5677277.000000 Penalty: 1050.721436
	Iteration 6F: 3 clusters Score -5677277 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -5683564.000000 Penalty: 1050.721436
	Iteration 7F: 3 clusters Score -5683564 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -5686027.000000 Penalty: 1050.721436
	Iteration 8Q: 3 clusters Score -5686027 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 103101 members 
Entering Unmasked Estep 
Score: -5686669.500000 Penalty: 1050.721436
	Iteration 9Q: 3 clusters Score -5686670 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 103237 members 
Entering Unmasked Estep 
Score: -5686830.500000 Penalty: 1050.721436
	Iteration 10Q: 3 clusters Score -5686830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -5686890.000000 Penalty: 1050.721436
	Iteration 11Q: 3 clusters Score -5686890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103300 members 
Entering Unmasked Estep 
Score: -5686931.500000 Penalty: 1050.721436
	Iteration 12Q: 3 clusters Score -5686932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 103297 members 
Entering Unmasked Estep 
Score: -5686947.000000 Penalty: 1050.721436
	Iteration 13Q: 3 clusters Score -5686947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -5686949.000000 Penalty: 1050.721436
	Iteration 14Q: 3 clusters Score -5686949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -5686959.000000 Penalty: 1050.721436
	Iteration 15Q: 3 clusters Score -5686959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -5686968.500000 Penalty: 1050.721436
	Iteration 16Q: 3 clusters Score -5686968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 103287 members 
Entering Unmasked Estep 
Score: -5686973.000000 Penalty: 1050.721436
	Iteration 17Q: 3 clusters Score -5686973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -5686981.500000 Penalty: 1050.721436
	Iteration 18Q: 3 clusters Score -5686982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -5686984.000000 Penalty: 1050.721436
	Iteration 19Q: 3 clusters Score -5686984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103291 members 
Entering Unmasked Estep 
Score: -5686983.500000 Penalty: 1050.721436
	Iteration 20F: 3 clusters Score -5686984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103292 members 
Entering Unmasked Estep 
Score: -5686984.500000 Penalty: 1050.721436
	Iteration 21Q: 3 clusters Score -5686984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103291 members 
Entering Unmasked Estep 
Score: -5686983.000000 Penalty: 1050.721436
	Iteration 22Q: 3 clusters Score -5686983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 103291 members 
Entering Unmasked Estep 
Score: -5686983.000000 Penalty: 1050.721436
	Iteration 23F: 3 clusters Score -5686983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Entering Unmasked Estep 
Score: -767667.187500 Penalty: 434.461121
	Iteration 0F: 2 clusters Score -767667.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -758235.875000 Penalty: 868.922241
	Iteration 0F: 3 clusters Score -758235.9 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -761987.062500 Penalty: 868.922241
	Iteration 1F: 3 clusters Score -761987.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -762163.812500 Penalty: 868.922241
	Iteration 2Q: 3 clusters Score -762163.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -762370.687500 Penalty: 868.922241
	Iteration 3Q: 3 clusters Score -762370.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -762600.687500 Penalty: 868.922241
	Iteration 4Q: 3 clusters Score -762600.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -762879.312500 Penalty: 868.922241
	Iteration 5Q: 3 clusters Score -762879.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -763253.187500 Penalty: 868.922241
	Iteration 6Q: 3 clusters Score -763253.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -763782.750000 Penalty: 868.922241
	Iteration 7F: 3 clusters Score -763782.8 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -764440.875000 Penalty: 868.922241
	Iteration 8F: 3 clusters Score -764440.9 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -765019.812500 Penalty: 868.922241
	Iteration 9F: 3 clusters Score -765019.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -765385.250000 Penalty: 868.922241
	Iteration 10F: 3 clusters Score -765385.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -765590.562500 Penalty: 868.922241
	Iteration 11Q: 3 clusters Score -765590.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -765730.312500 Penalty: 868.922241
	Iteration 12Q: 3 clusters Score -765730.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -765861.562500 Penalty: 868.922241
	Iteration 13Q: 3 clusters Score -765861.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -766002.312500 Penalty: 868.922241
	Iteration 14Q: 3 clusters Score -766002.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -766153.562500 Penalty: 868.922241
	Iteration 15Q: 3 clusters Score -766153.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -766294.812500 Penalty: 868.922241
	Iteration 16Q: 3 clusters Score -766294.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -766420.812500 Penalty: 868.922241
	Iteration 17Q: 3 clusters Score -766420.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -766568.750000 Penalty: 868.922241
	Iteration 18Q: 3 clusters Score -766568.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -766712.937500 Penalty: 868.922241
	Iteration 19Q: 3 clusters Score -766712.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -766842.500000 Penalty: 868.922241
	Iteration 20F: 3 clusters Score -766842.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -766926.625000 Penalty: 868.922241
	Iteration 21Q: 3 clusters Score -766926.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -766981.687500 Penalty: 868.922241
	Iteration 22Q: 3 clusters Score -766981.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -767020.437500 Penalty: 868.922241
	Iteration 23Q: 3 clusters Score -767020.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -767048.562500 Penalty: 868.922241
	Iteration 24Q: 3 clusters Score -767048.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -767064.937500 Penalty: 868.922241
	Iteration 25Q: 3 clusters Score -767064.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -767075.062500 Penalty: 868.922241
	Iteration 26Q: 3 clusters Score -767075.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -767085.875000 Penalty: 868.922241
	Iteration 27Q: 3 clusters Score -767085.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -767091.750000 Penalty: 868.922241
	Iteration 28Q: 3 clusters Score -767091.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -767098.250000 Penalty: 868.922241
	Iteration 29Q: 3 clusters Score -767098.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -767102.187500 Penalty: 868.922241
	Iteration 30Q: 3 clusters Score -767102.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -767109.562500 Penalty: 868.922241
	Iteration 31Q: 3 clusters Score -767109.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -767114.375000 Penalty: 868.922241
	Iteration 32Q: 3 clusters Score -767114.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -767118.187500 Penalty: 868.922241
	Iteration 33Q: 3 clusters Score -767118.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -767121.375000 Penalty: 868.922241
	Iteration 34Q: 3 clusters Score -767121.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -767126.375000 Penalty: 868.922241
	Iteration 35Q: 3 clusters Score -767126.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -767130.812500 Penalty: 868.922241
	Iteration 36Q: 3 clusters Score -767130.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -767133.937500 Penalty: 868.922241
	Iteration 37Q: 3 clusters Score -767133.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -767140.500000 Penalty: 868.922241
	Iteration 38Q: 3 clusters Score -767140.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -767142.250000 Penalty: 868.922241
	Iteration 39Q: 3 clusters Score -767142.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -767144.125000 Penalty: 868.922241
	Iteration 40F: 3 clusters Score -767144.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -767147.562500 Penalty: 868.922241
	Iteration 41Q: 3 clusters Score -767147.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -767151.687500 Penalty: 868.922241
	Iteration 42Q: 3 clusters Score -767151.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -767149.937500 Penalty: 868.922241
	Iteration 43Q: 3 clusters Score -767149.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -767153.750000 Penalty: 868.922241
	Iteration 44Q: 3 clusters Score -767153.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -767155.812500 Penalty: 868.922241
	Iteration 45Q: 3 clusters Score -767155.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -767159.875000 Penalty: 868.922241
	Iteration 46Q: 3 clusters Score -767159.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -767159.187500 Penalty: 868.922241
	Iteration 47Q: 3 clusters Score -767159.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -767160.875000 Penalty: 868.922241
	Iteration 48Q: 3 clusters Score -767160.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -767160.750000 Penalty: 868.922241
	Iteration 49Q: 3 clusters Score -767160.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -767162.312500 Penalty: 868.922241
	Iteration 50Q: 3 clusters Score -767162.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -767163.125000 Penalty: 868.922241
	Iteration 51Q: 3 clusters Score -767163.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -767166.375000 Penalty: 868.922241
	Iteration 52Q: 3 clusters Score -767166.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -767168.125000 Penalty: 868.922241
	Iteration 53Q: 3 clusters Score -767168.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -767170.625000 Penalty: 868.922241
	Iteration 54Q: 3 clusters Score -767170.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -767171.062500 Penalty: 868.922241
	Iteration 55Q: 3 clusters Score -767171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -767171.125000 Penalty: 868.922241
	Iteration 56Q: 3 clusters Score -767171.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -767173.812500 Penalty: 868.922241
	Iteration 57Q: 3 clusters Score -767173.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -767174.312500 Penalty: 868.922241
	Iteration 58Q: 3 clusters Score -767174.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -767174.625000 Penalty: 868.922241
	Iteration 59Q: 3 clusters Score -767174.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -767174.187500 Penalty: 868.922241
	Iteration 60F: 3 clusters Score -767174.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -767176.250000 Penalty: 868.922241
	Iteration 61Q: 3 clusters Score -767176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -767177.000000 Penalty: 868.922241
	Iteration 62Q: 3 clusters Score -767177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -767176.562500 Penalty: 868.922241
	Iteration 63Q: 3 clusters Score -767176.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -767177.875000 Penalty: 868.922241
	Iteration 64Q: 3 clusters Score -767177.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -767178.812500 Penalty: 868.922241
	Iteration 65Q: 3 clusters Score -767178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -767178.375000 Penalty: 868.922241
	Iteration 66Q: 3 clusters Score -767178.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -767179.250000 Penalty: 868.922241
	Iteration 67Q: 3 clusters Score -767179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -767180.375000 Penalty: 868.922241
	Iteration 68Q: 3 clusters Score -767180.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -767179.937500 Penalty: 868.922241
	Iteration 69Q: 3 clusters Score -767179.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -767182.187500 Penalty: 868.922241
	Iteration 70Q: 3 clusters Score -767182.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -767182.875000 Penalty: 868.922241
	Iteration 71Q: 3 clusters Score -767182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -767184.062500 Penalty: 868.922241
	Iteration 72Q: 3 clusters Score -767184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -767185.562500 Penalty: 868.922241
	Iteration 73Q: 3 clusters Score -767185.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -767187.562500 Penalty: 868.922241
	Iteration 74Q: 3 clusters Score -767187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -767187.250000 Penalty: 868.922241
	Iteration 75Q: 3 clusters Score -767187.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -767188.187500 Penalty: 868.922241
	Iteration 76Q: 3 clusters Score -767188.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -767188.812500 Penalty: 868.922241
	Iteration 77Q: 3 clusters Score -767188.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -767189.750000 Penalty: 868.922241
	Iteration 78Q: 3 clusters Score -767189.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -767190.750000 Penalty: 868.922241
	Iteration 79Q: 3 clusters Score -767190.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -767192.000000 Penalty: 868.922241
	Iteration 80F: 3 clusters Score -767192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -767198.062500 Penalty: 868.922241
	Iteration 81Q: 3 clusters Score -767198.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -767198.250000 Penalty: 868.922241
	Iteration 82Q: 3 clusters Score -767198.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -767202.125000 Penalty: 868.922241
	Iteration 83Q: 3 clusters Score -767202.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -767203.187500 Penalty: 868.922241
	Iteration 84Q: 3 clusters Score -767203.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -767206.312500 Penalty: 868.922241
	Iteration 85Q: 3 clusters Score -767206.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -767205.500000 Penalty: 868.922241
	Iteration 86Q: 3 clusters Score -767205.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -767206.187500 Penalty: 868.922241
	Iteration 87Q: 3 clusters Score -767206.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -767207.187500 Penalty: 868.922241
	Iteration 88Q: 3 clusters Score -767207.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -767207.875000 Penalty: 868.922241
	Iteration 89Q: 3 clusters Score -767207.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -767209.125000 Penalty: 868.922241
	Iteration 90Q: 3 clusters Score -767209.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -767212.500000 Penalty: 868.922241
	Iteration 91Q: 3 clusters Score -767212.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -767212.687500 Penalty: 868.922241
	Iteration 92Q: 3 clusters Score -767212.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -767214.500000 Penalty: 868.922241
	Iteration 93Q: 3 clusters Score -767214.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -767214.437500 Penalty: 868.922241
	Iteration 94Q: 3 clusters Score -767214.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -767214.687500 Penalty: 868.922241
	Iteration 95Q: 3 clusters Score -767214.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -767215.062500 Penalty: 868.922241
	Iteration 96Q: 3 clusters Score -767215.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -767216.312500 Penalty: 868.922241
	Iteration 97Q: 3 clusters Score -767216.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -767216.812500 Penalty: 868.922241
	Iteration 98Q: 3 clusters Score -767216.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -767218.937500 Penalty: 868.922241
	Iteration 99Q: 3 clusters Score -767218.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -767220.687500 Penalty: 868.922241
	Iteration 100F: 3 clusters Score -767220.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -767225.062500 Penalty: 868.922241
	Iteration 101Q: 3 clusters Score -767225.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -767225.250000 Penalty: 868.922241
	Iteration 102Q: 3 clusters Score -767225.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -767226.437500 Penalty: 868.922241
	Iteration 103Q: 3 clusters Score -767226.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -767225.187500 Penalty: 868.922241
	Iteration 104Q: 3 clusters Score -767225.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -767226.312500 Penalty: 868.922241
	Iteration 105Q: 3 clusters Score -767226.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -767227.625000 Penalty: 868.922241
	Iteration 106Q: 3 clusters Score -767227.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -767230.875000 Penalty: 868.922241
	Iteration 107Q: 3 clusters Score -767230.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -767229.562500 Penalty: 868.922241
	Iteration 108Q: 3 clusters Score -767229.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -767229.312500 Penalty: 868.922241
	Iteration 109Q: 3 clusters Score -767229.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -767230.062500 Penalty: 868.922241
	Iteration 110Q: 3 clusters Score -767230.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -767229.312500 Penalty: 868.922241
	Iteration 111Q: 3 clusters Score -767229.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -767232.687500 Penalty: 868.922241
	Iteration 112Q: 3 clusters Score -767232.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -767236.687500 Penalty: 868.922241
	Iteration 113Q: 3 clusters Score -767236.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -767234.500000 Penalty: 868.922241
	Iteration 114Q: 3 clusters Score -767234.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -767234.875000 Penalty: 868.922241
	Iteration 115Q: 3 clusters Score -767234.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -767234.250000 Penalty: 868.922241
	Iteration 116Q: 3 clusters Score -767234.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -767236.812500 Penalty: 868.922241
	Iteration 117Q: 3 clusters Score -767236.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -767237.437500 Penalty: 868.922241
	Iteration 118Q: 3 clusters Score -767237.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -767239.250000 Penalty: 868.922241
	Iteration 119Q: 3 clusters Score -767239.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -767239.500000 Penalty: 868.922241
	Iteration 120F: 3 clusters Score -767239.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -767240.250000 Penalty: 868.922241
	Iteration 121Q: 3 clusters Score -767240.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -767242.125000 Penalty: 868.922241
	Iteration 122Q: 3 clusters Score -767242.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -767242.875000 Penalty: 868.922241
	Iteration 123Q: 3 clusters Score -767242.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -767244.500000 Penalty: 868.922241
	Iteration 124Q: 3 clusters Score -767244.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -767246.937500 Penalty: 868.922241
	Iteration 125Q: 3 clusters Score -767246.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -767248.625000 Penalty: 868.922241
	Iteration 126Q: 3 clusters Score -767248.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -767251.937500 Penalty: 868.922241
	Iteration 127Q: 3 clusters Score -767251.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -767251.125000 Penalty: 868.922241
	Iteration 128Q: 3 clusters Score -767251.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -767251.125000 Penalty: 868.922241
	Iteration 129Q: 3 clusters Score -767251.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -767252.500000 Penalty: 868.922241
	Iteration 130Q: 3 clusters Score -767252.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -767251.750000 Penalty: 868.922241
	Iteration 131Q: 3 clusters Score -767251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -767253.000000 Penalty: 868.922241
	Iteration 132Q: 3 clusters Score -767253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -767253.625000 Penalty: 868.922241
	Iteration 133Q: 3 clusters Score -767253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -767252.687500 Penalty: 868.922241
	Iteration 134Q: 3 clusters Score -767252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -767254.687500 Penalty: 868.922241
	Iteration 135Q: 3 clusters Score -767254.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -767253.125000 Penalty: 868.922241
	Iteration 136Q: 3 clusters Score -767253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -767253.125000 Penalty: 868.922241
	Iteration 137Q: 3 clusters Score -767253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -767253.000000 Penalty: 868.922241
	Iteration 138Q: 3 clusters Score -767253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -767253.000000 Penalty: 868.922241
	Iteration 139F: 3 clusters Score -767253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Entering Unmasked Estep 
Score: -765054.562500 Penalty: 432.128143
	Iteration 0F: 2 clusters Score -765054.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -756039.812500 Penalty: 864.256287
	Iteration 0F: 3 clusters Score -756039.8 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -759604.125000 Penalty: 864.256287
	Iteration 1F: 3 clusters Score -759604.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -759827.562500 Penalty: 864.256287
	Iteration 2Q: 3 clusters Score -759827.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -760106.500000 Penalty: 864.256287
	Iteration 3Q: 3 clusters Score -760106.5 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -760633.125000 Penalty: 864.256287
	Iteration 4F: 3 clusters Score -760633.1 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -761606.000000 Penalty: 864.256287
	Iteration 5F: 3 clusters Score -761606 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -762713.687500 Penalty: 864.256287
	Iteration 6F: 3 clusters Score -762713.7 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -763345.375000 Penalty: 864.256287
	Iteration 7F: 3 clusters Score -763345.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -763654.875000 Penalty: 864.256287
	Iteration 8Q: 3 clusters Score -763654.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -763846.312500 Penalty: 864.256287
	Iteration 9Q: 3 clusters Score -763846.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -763972.625000 Penalty: 864.256287
	Iteration 10Q: 3 clusters Score -763972.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -764056.687500 Penalty: 864.256287
	Iteration 11Q: 3 clusters Score -764056.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -764114.437500 Penalty: 864.256287
	Iteration 12Q: 3 clusters Score -764114.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -764146.687500 Penalty: 864.256287
	Iteration 13Q: 3 clusters Score -764146.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -764164.250000 Penalty: 864.256287
	Iteration 14Q: 3 clusters Score -764164.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -764180.187500 Penalty: 864.256287
	Iteration 15Q: 3 clusters Score -764180.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -764192.750000 Penalty: 864.256287
	Iteration 16Q: 3 clusters Score -764192.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -764202.312500 Penalty: 864.256287
	Iteration 17Q: 3 clusters Score -764202.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -764207.250000 Penalty: 864.256287
	Iteration 18Q: 3 clusters Score -764207.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -764210.875000 Penalty: 864.256287
	Iteration 19Q: 3 clusters Score -764210.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -764210.750000 Penalty: 864.256287
	Iteration 20F: 3 clusters Score -764210.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -764217.687500 Penalty: 864.256287
	Iteration 21Q: 3 clusters Score -764217.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -764226.437500 Penalty: 864.256287
	Iteration 22Q: 3 clusters Score -764226.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -764231.500000 Penalty: 864.256287
	Iteration 23Q: 3 clusters Score -764231.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -764237.125000 Penalty: 864.256287
	Iteration 24Q: 3 clusters Score -764237.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -764241.687500 Penalty: 864.256287
	Iteration 25Q: 3 clusters Score -764241.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -764246.687500 Penalty: 864.256287
	Iteration 26Q: 3 clusters Score -764246.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -764255.062500 Penalty: 864.256287
	Iteration 27Q: 3 clusters Score -764255.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -764262.937500 Penalty: 864.256287
	Iteration 28Q: 3 clusters Score -764262.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -764273.937500 Penalty: 864.256287
	Iteration 29Q: 3 clusters Score -764273.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -764285.125000 Penalty: 864.256287
	Iteration 30Q: 3 clusters Score -764285.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -764294.437500 Penalty: 864.256287
	Iteration 31Q: 3 clusters Score -764294.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -764301.250000 Penalty: 864.256287
	Iteration 32Q: 3 clusters Score -764301.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -764308.750000 Penalty: 864.256287
	Iteration 33Q: 3 clusters Score -764308.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -764315.250000 Penalty: 864.256287
	Iteration 34Q: 3 clusters Score -764315.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -764321.125000 Penalty: 864.256287
	Iteration 35Q: 3 clusters Score -764321.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -764329.187500 Penalty: 864.256287
	Iteration 36Q: 3 clusters Score -764329.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -764338.125000 Penalty: 864.256287
	Iteration 37Q: 3 clusters Score -764338.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -764348.375000 Penalty: 864.256287
	Iteration 38Q: 3 clusters Score -764348.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -764355.687500 Penalty: 864.256287
	Iteration 39Q: 3 clusters Score -764355.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -764361.375000 Penalty: 864.256287
	Iteration 40F: 3 clusters Score -764361.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -764367.750000 Penalty: 864.256287
	Iteration 41Q: 3 clusters Score -764367.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -764374.750000 Penalty: 864.256287
	Iteration 42Q: 3 clusters Score -764374.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -764379.500000 Penalty: 864.256287
	Iteration 43Q: 3 clusters Score -764379.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -764387.687500 Penalty: 864.256287
	Iteration 44Q: 3 clusters Score -764387.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -764390.000000 Penalty: 864.256287
	Iteration 45Q: 3 clusters Score -764390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -764395.687500 Penalty: 864.256287
	Iteration 46Q: 3 clusters Score -764395.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -764397.812500 Penalty: 864.256287
	Iteration 47Q: 3 clusters Score -764397.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -764399.937500 Penalty: 864.256287
	Iteration 48Q: 3 clusters Score -764399.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -764402.625000 Penalty: 864.256287
	Iteration 49Q: 3 clusters Score -764402.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -764407.375000 Penalty: 864.256287
	Iteration 50Q: 3 clusters Score -764407.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -764407.375000 Penalty: 864.256287
	Iteration 51Q: 3 clusters Score -764407.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -764411.437500 Penalty: 864.256287
	Iteration 52Q: 3 clusters Score -764411.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -764415.000000 Penalty: 864.256287
	Iteration 53Q: 3 clusters Score -764415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -764416.437500 Penalty: 864.256287
	Iteration 54Q: 3 clusters Score -764416.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -764421.187500 Penalty: 864.256287
	Iteration 55Q: 3 clusters Score -764421.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -764423.875000 Penalty: 864.256287
	Iteration 56Q: 3 clusters Score -764423.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -764428.125000 Penalty: 864.256287
	Iteration 57Q: 3 clusters Score -764428.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -764431.625000 Penalty: 864.256287
	Iteration 58Q: 3 clusters Score -764431.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -764434.250000 Penalty: 864.256287
	Iteration 59Q: 3 clusters Score -764434.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -764437.500000 Penalty: 864.256287
	Iteration 60F: 3 clusters Score -764437.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -764438.875000 Penalty: 864.256287
	Iteration 61Q: 3 clusters Score -764438.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -764440.875000 Penalty: 864.256287
	Iteration 62Q: 3 clusters Score -764440.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -764445.062500 Penalty: 864.256287
	Iteration 63Q: 3 clusters Score -764445.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -764450.500000 Penalty: 864.256287
	Iteration 64Q: 3 clusters Score -764450.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -764454.625000 Penalty: 864.256287
	Iteration 65Q: 3 clusters Score -764454.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -764456.625000 Penalty: 864.256287
	Iteration 66Q: 3 clusters Score -764456.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -764463.187500 Penalty: 864.256287
	Iteration 67Q: 3 clusters Score -764463.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -764468.000000 Penalty: 864.256287
	Iteration 68Q: 3 clusters Score -764468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -764478.000000 Penalty: 864.256287
	Iteration 69Q: 3 clusters Score -764478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -764484.937500 Penalty: 864.256287
	Iteration 70Q: 3 clusters Score -764484.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -764490.750000 Penalty: 864.256287
	Iteration 71Q: 3 clusters Score -764490.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -764498.000000 Penalty: 864.256287
	Iteration 72Q: 3 clusters Score -764498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -764505.750000 Penalty: 864.256287
	Iteration 73Q: 3 clusters Score -764505.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -764515.000000 Penalty: 864.256287
	Iteration 74Q: 3 clusters Score -764515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -764522.750000 Penalty: 864.256287
	Iteration 75Q: 3 clusters Score -764522.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -764528.062500 Penalty: 864.256287
	Iteration 76Q: 3 clusters Score -764528.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -764537.250000 Penalty: 864.256287
	Iteration 77Q: 3 clusters Score -764537.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -764543.562500 Penalty: 864.256287
	Iteration 78Q: 3 clusters Score -764543.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -764550.437500 Penalty: 864.256287
	Iteration 79Q: 3 clusters Score -764550.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -764556.562500 Penalty: 864.256287
	Iteration 80F: 3 clusters Score -764556.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -764565.500000 Penalty: 864.256287
	Iteration 81Q: 3 clusters Score -764565.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -764575.125000 Penalty: 864.256287
	Iteration 82Q: 3 clusters Score -764575.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -764579.437500 Penalty: 864.256287
	Iteration 83Q: 3 clusters Score -764579.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -764584.875000 Penalty: 864.256287
	Iteration 84Q: 3 clusters Score -764584.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -764588.250000 Penalty: 864.256287
	Iteration 85Q: 3 clusters Score -764588.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -764595.375000 Penalty: 864.256287
	Iteration 86Q: 3 clusters Score -764595.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -764600.687500 Penalty: 864.256287
	Iteration 87Q: 3 clusters Score -764600.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -764603.500000 Penalty: 864.256287
	Iteration 88Q: 3 clusters Score -764603.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -764607.375000 Penalty: 864.256287
	Iteration 89Q: 3 clusters Score -764607.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -764610.812500 Penalty: 864.256287
	Iteration 90Q: 3 clusters Score -764610.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -764610.375000 Penalty: 864.256287
	Iteration 91Q: 3 clusters Score -764610.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -764611.562500 Penalty: 864.256287
	Iteration 92Q: 3 clusters Score -764611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -764611.875000 Penalty: 864.256287
	Iteration 93Q: 3 clusters Score -764611.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -764615.312500 Penalty: 864.256287
	Iteration 94Q: 3 clusters Score -764615.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -764613.875000 Penalty: 864.256287
	Iteration 95Q: 3 clusters Score -764613.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -764617.125000 Penalty: 864.256287
	Iteration 96Q: 3 clusters Score -764617.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -764619.437500 Penalty: 864.256287
	Iteration 97Q: 3 clusters Score -764619.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -764622.625000 Penalty: 864.256287
	Iteration 98Q: 3 clusters Score -764622.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -764623.875000 Penalty: 864.256287
	Iteration 99Q: 3 clusters Score -764623.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -764625.562500 Penalty: 864.256287
	Iteration 100F: 3 clusters Score -764625.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -764627.187500 Penalty: 864.256287
	Iteration 101Q: 3 clusters Score -764627.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -764630.687500 Penalty: 864.256287
	Iteration 102Q: 3 clusters Score -764630.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -764634.625000 Penalty: 864.256287
	Iteration 103Q: 3 clusters Score -764634.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -764636.500000 Penalty: 864.256287
	Iteration 104Q: 3 clusters Score -764636.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -764638.500000 Penalty: 864.256287
	Iteration 105Q: 3 clusters Score -764638.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -764639.312500 Penalty: 864.256287
	Iteration 106Q: 3 clusters Score -764639.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -764641.062500 Penalty: 864.256287
	Iteration 107Q: 3 clusters Score -764641.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -764642.312500 Penalty: 864.256287
	Iteration 108Q: 3 clusters Score -764642.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -764642.312500 Penalty: 864.256287
	Iteration 109Q: 3 clusters Score -764642.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -764646.250000 Penalty: 864.256287
	Iteration 110Q: 3 clusters Score -764646.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -764646.375000 Penalty: 864.256287
	Iteration 111Q: 3 clusters Score -764646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -764647.250000 Penalty: 864.256287
	Iteration 112Q: 3 clusters Score -764647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -764646.812500 Penalty: 864.256287
	Iteration 113Q: 3 clusters Score -764646.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -764649.125000 Penalty: 864.256287
	Iteration 114Q: 3 clusters Score -764649.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -764651.812500 Penalty: 864.256287
	Iteration 115Q: 3 clusters Score -764651.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -764654.437500 Penalty: 864.256287
	Iteration 116Q: 3 clusters Score -764654.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -764656.625000 Penalty: 864.256287
	Iteration 117Q: 3 clusters Score -764656.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -764659.812500 Penalty: 864.256287
	Iteration 118Q: 3 clusters Score -764659.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -764662.562500 Penalty: 864.256287
	Iteration 119Q: 3 clusters Score -764662.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -764664.125000 Penalty: 864.256287
	Iteration 120F: 3 clusters Score -764664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -764662.812500 Penalty: 864.256287
	Iteration 121Q: 3 clusters Score -764662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -764664.125000 Penalty: 864.256287
	Iteration 122Q: 3 clusters Score -764664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -764665.062500 Penalty: 864.256287
	Iteration 123Q: 3 clusters Score -764665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -764665.125000 Penalty: 864.256287
	Iteration 124Q: 3 clusters Score -764665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -764668.375000 Penalty: 864.256287
	Iteration 125Q: 3 clusters Score -764668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -764670.875000 Penalty: 864.256287
	Iteration 126Q: 3 clusters Score -764670.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -764670.875000 Penalty: 864.256287
	Iteration 127Q: 3 clusters Score -764670.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -764672.812500 Penalty: 864.256287
	Iteration 128Q: 3 clusters Score -764672.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -764673.625000 Penalty: 864.256287
	Iteration 129Q: 3 clusters Score -764673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -764674.437500 Penalty: 864.256287
	Iteration 130Q: 3 clusters Score -764674.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -764675.000000 Penalty: 864.256287
	Iteration 131Q: 3 clusters Score -764675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -764676.437500 Penalty: 864.256287
	Iteration 132Q: 3 clusters Score -764676.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -764677.125000 Penalty: 864.256287
	Iteration 133Q: 3 clusters Score -764677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -764678.625000 Penalty: 864.256287
	Iteration 134Q: 3 clusters Score -764678.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -764679.375000 Penalty: 864.256287
	Iteration 135Q: 3 clusters Score -764679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -764680.000000 Penalty: 864.256287
	Iteration 136Q: 3 clusters Score -764680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -764681.875000 Penalty: 864.256287
	Iteration 137Q: 3 clusters Score -764681.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -764685.625000 Penalty: 864.256287
	Iteration 138Q: 3 clusters Score -764685.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -764686.812500 Penalty: 864.256287
	Iteration 139Q: 3 clusters Score -764686.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -764689.000000 Penalty: 864.256287
	Iteration 140F: 3 clusters Score -764689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -764689.562500 Penalty: 864.256287
	Iteration 141Q: 3 clusters Score -764689.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -764690.250000 Penalty: 864.256287
	Iteration 142Q: 3 clusters Score -764690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -764692.062500 Penalty: 864.256287
	Iteration 143Q: 3 clusters Score -764692.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -764693.000000 Penalty: 864.256287
	Iteration 144Q: 3 clusters Score -764693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -764693.875000 Penalty: 864.256287
	Iteration 145Q: 3 clusters Score -764693.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -764695.687500 Penalty: 864.256287
	Iteration 146Q: 3 clusters Score -764695.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -764698.187500 Penalty: 864.256287
	Iteration 147Q: 3 clusters Score -764698.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -764701.000000 Penalty: 864.256287
	Iteration 148Q: 3 clusters Score -764701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -764700.500000 Penalty: 864.256287
	Iteration 149Q: 3 clusters Score -764700.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -764702.687500 Penalty: 864.256287
	Iteration 150Q: 3 clusters Score -764702.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -764703.937500 Penalty: 864.256287
	Iteration 151Q: 3 clusters Score -764703.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -764705.000000 Penalty: 864.256287
	Iteration 152Q: 3 clusters Score -764705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -764703.187500 Penalty: 864.256287
	Iteration 153Q: 3 clusters Score -764703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -764702.687500 Penalty: 864.256287
	Iteration 154Q: 3 clusters Score -764702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -764704.437500 Penalty: 864.256287
	Iteration 155Q: 3 clusters Score -764704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -764704.687500 Penalty: 864.256287
	Iteration 156Q: 3 clusters Score -764704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -764705.062500 Penalty: 864.256287
	Iteration 157Q: 3 clusters Score -764705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -764705.875000 Penalty: 864.256287
	Iteration 158Q: 3 clusters Score -764705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -764706.375000 Penalty: 864.256287
	Iteration 159Q: 3 clusters Score -764706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -764706.375000 Penalty: 864.256287
	Iteration 160F: 3 clusters Score -764706.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Entering Unmasked Estep 
Score: -129954.890625 Penalty: 358.075165
	Iteration 0F: 2 clusters Score -129954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -128137.210938 Penalty: 716.150330
	Iteration 0F: 3 clusters Score -128137.2 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -128699.382812 Penalty: 716.150330
	Iteration 1F: 3 clusters Score -128699.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -128776.671875 Penalty: 716.150330
	Iteration 2F: 3 clusters Score -128776.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -128848.039062 Penalty: 716.150330
	Iteration 3F: 3 clusters Score -128848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -128920.468750 Penalty: 716.150330
	Iteration 4F: 3 clusters Score -128920.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -129007.500000 Penalty: 716.150330
	Iteration 5F: 3 clusters Score -129007.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -129106.421875 Penalty: 716.150330
	Iteration 6F: 3 clusters Score -129106.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -129202.820312 Penalty: 716.150330
	Iteration 7Q: 3 clusters Score -129202.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -129309.585938 Penalty: 716.150330
	Iteration 8Q: 3 clusters Score -129309.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -129410.445312 Penalty: 716.150330
	Iteration 9Q: 3 clusters Score -129410.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -129489.250000 Penalty: 716.150330
	Iteration 10Q: 3 clusters Score -129489.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -129526.312500 Penalty: 716.150330
	Iteration 11Q: 3 clusters Score -129526.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -129544.851562 Penalty: 716.150330
	Iteration 12Q: 3 clusters Score -129544.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -129563.296875 Penalty: 716.150330
	Iteration 13Q: 3 clusters Score -129563.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -129581.765625 Penalty: 716.150330
	Iteration 14Q: 3 clusters Score -129581.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -129593.500000 Penalty: 716.150330
	Iteration 15Q: 3 clusters Score -129593.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -129607.117188 Penalty: 716.150330
	Iteration 16Q: 3 clusters Score -129607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -129615.492188 Penalty: 716.150330
	Iteration 17Q: 3 clusters Score -129615.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -129626.164062 Penalty: 716.150330
	Iteration 18Q: 3 clusters Score -129626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -129632.765625 Penalty: 716.150330
	Iteration 19Q: 3 clusters Score -129632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -129637.484375 Penalty: 716.150330
	Iteration 20F: 3 clusters Score -129637.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -129641.039062 Penalty: 716.150330
	Iteration 21Q: 3 clusters Score -129641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -129641.437500 Penalty: 716.150330
	Iteration 22Q: 3 clusters Score -129641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -129641.437500 Penalty: 716.150330
	Iteration 23F: 3 clusters Score -129641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Entering Unmasked Estep 
Score: -2102613.500000 Penalty: 480.496368
	Iteration 0F: 2 clusters Score -2102614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2076776.500000 Penalty: 960.992737
	Iteration 0F: 3 clusters Score -2076776 nChanged 18652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2087828.250000 Penalty: 960.992737
	Iteration 1F: 3 clusters Score -2087828 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2088429.250000 Penalty: 960.992737
	Iteration 2Q: 3 clusters Score -2088429 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2089277.000000 Penalty: 960.992737
	Iteration 3Q: 3 clusters Score -2089277 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2090572.875000 Penalty: 960.992737
	Iteration 4F: 3 clusters Score -2090573 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2092400.750000 Penalty: 960.992737
	Iteration 5F: 3 clusters Score -2092401 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2094717.375000 Penalty: 960.992737
	Iteration 6F: 3 clusters Score -2094717 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2096889.750000 Penalty: 960.992737
	Iteration 7F: 3 clusters Score -2096890 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2098151.500000 Penalty: 960.992737
	Iteration 8Q: 3 clusters Score -2098152 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2098950.750000 Penalty: 960.992737
	Iteration 9Q: 3 clusters Score -2098951 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2099591.750000 Penalty: 960.992737
	Iteration 10Q: 3 clusters Score -2099592 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2100138.500000 Penalty: 960.992737
	Iteration 11Q: 3 clusters Score -2100138 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2100657.250000 Penalty: 960.992737
	Iteration 12Q: 3 clusters Score -2100657 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2101098.000000 Penalty: 960.992737
	Iteration 13Q: 3 clusters Score -2101098 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2101410.250000 Penalty: 960.992737
	Iteration 14Q: 3 clusters Score -2101410 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2101614.250000 Penalty: 960.992737
	Iteration 15Q: 3 clusters Score -2101614 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2101761.750000 Penalty: 960.992737
	Iteration 16Q: 3 clusters Score -2101762 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2101890.250000 Penalty: 960.992737
	Iteration 17Q: 3 clusters Score -2101890 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2101991.750000 Penalty: 960.992737
	Iteration 18Q: 3 clusters Score -2101992 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2102044.750000 Penalty: 960.992737
	Iteration 19Q: 3 clusters Score -2102045 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2102070.750000 Penalty: 960.992737
	Iteration 20F: 3 clusters Score -2102071 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2102099.750000 Penalty: 960.992737
	Iteration 21Q: 3 clusters Score -2102100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2102115.750000 Penalty: 960.992737
	Iteration 22Q: 3 clusters Score -2102116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2102131.750000 Penalty: 960.992737
	Iteration 23Q: 3 clusters Score -2102132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2102140.250000 Penalty: 960.992737
	Iteration 24Q: 3 clusters Score -2102140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2102161.000000 Penalty: 960.992737
	Iteration 25Q: 3 clusters Score -2102161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2102175.000000 Penalty: 960.992737
	Iteration 26Q: 3 clusters Score -2102175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2102181.000000 Penalty: 960.992737
	Iteration 27Q: 3 clusters Score -2102181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2102190.000000 Penalty: 960.992737
	Iteration 28Q: 3 clusters Score -2102190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2102191.500000 Penalty: 960.992737
	Iteration 29Q: 3 clusters Score -2102192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2102198.500000 Penalty: 960.992737
	Iteration 30Q: 3 clusters Score -2102198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2102202.750000 Penalty: 960.992737
	Iteration 31Q: 3 clusters Score -2102203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2102203.500000 Penalty: 960.992737
	Iteration 32Q: 3 clusters Score -2102204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2102208.500000 Penalty: 960.992737
	Iteration 33Q: 3 clusters Score -2102208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2102214.000000 Penalty: 960.992737
	Iteration 34Q: 3 clusters Score -2102214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2102220.000000 Penalty: 960.992737
	Iteration 35Q: 3 clusters Score -2102220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2102221.750000 Penalty: 960.992737
	Iteration 36Q: 3 clusters Score -2102222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2102221.250000 Penalty: 960.992737
	Iteration 37Q: 3 clusters Score -2102221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2102223.500000 Penalty: 960.992737
	Iteration 38Q: 3 clusters Score -2102224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2102225.250000 Penalty: 960.992737
	Iteration 39Q: 3 clusters Score -2102225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2102225.500000 Penalty: 960.992737
	Iteration 40F: 3 clusters Score -2102226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Entering Unmasked Estep 
Score: -754066.500000 Penalty: 433.589905
	Iteration 0F: 2 clusters Score -754066.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -744907.687500 Penalty: 867.179810
	Iteration 0F: 3 clusters Score -744907.7 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -748464.250000 Penalty: 867.179810
	Iteration 1F: 3 clusters Score -748464.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -748660.375000 Penalty: 867.179810
	Iteration 2Q: 3 clusters Score -748660.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -748943.812500 Penalty: 867.179810
	Iteration 3Q: 3 clusters Score -748943.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -749388.000000 Penalty: 867.179810
	Iteration 4F: 3 clusters Score -749388 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -750036.062500 Penalty: 867.179810
	Iteration 5F: 3 clusters Score -750036.1 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -750820.187500 Penalty: 867.179810
	Iteration 6F: 3 clusters Score -750820.2 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -751581.375000 Penalty: 867.179810
	Iteration 7F: 3 clusters Score -751581.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -752118.625000 Penalty: 867.179810
	Iteration 8Q: 3 clusters Score -752118.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -752482.750000 Penalty: 867.179810
	Iteration 9Q: 3 clusters Score -752482.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -752729.562500 Penalty: 867.179810
	Iteration 10Q: 3 clusters Score -752729.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -752915.187500 Penalty: 867.179810
	Iteration 11Q: 3 clusters Score -752915.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -753051.375000 Penalty: 867.179810
	Iteration 12Q: 3 clusters Score -753051.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -753185.000000 Penalty: 867.179810
	Iteration 13Q: 3 clusters Score -753185 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -753306.437500 Penalty: 867.179810
	Iteration 14Q: 3 clusters Score -753306.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -753396.812500 Penalty: 867.179810
	Iteration 15Q: 3 clusters Score -753396.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -753460.812500 Penalty: 867.179810
	Iteration 16Q: 3 clusters Score -753460.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -753518.750000 Penalty: 867.179810
	Iteration 17Q: 3 clusters Score -753518.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -753559.875000 Penalty: 867.179810
	Iteration 18Q: 3 clusters Score -753559.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -753593.562500 Penalty: 867.179810
	Iteration 19Q: 3 clusters Score -753593.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -753614.375000 Penalty: 867.179810
	Iteration 20F: 3 clusters Score -753614.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -753631.500000 Penalty: 867.179810
	Iteration 21Q: 3 clusters Score -753631.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -753644.187500 Penalty: 867.179810
	Iteration 22Q: 3 clusters Score -753644.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -753655.062500 Penalty: 867.179810
	Iteration 23Q: 3 clusters Score -753655.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -753662.562500 Penalty: 867.179810
	Iteration 24Q: 3 clusters Score -753662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -753673.812500 Penalty: 867.179810
	Iteration 25Q: 3 clusters Score -753673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -753680.250000 Penalty: 867.179810
	Iteration 26Q: 3 clusters Score -753680.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -753683.562500 Penalty: 867.179810
	Iteration 27Q: 3 clusters Score -753683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -753685.062500 Penalty: 867.179810
	Iteration 28Q: 3 clusters Score -753685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -753686.562500 Penalty: 867.179810
	Iteration 29Q: 3 clusters Score -753686.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -753686.562500 Penalty: 867.179810
	Iteration 30F: 3 clusters Score -753686.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -123522.796875 Penalty: 351.962219
	Iteration 0F: 2 clusters Score -123522.8 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 1188 members 
Entering Unmasked Estep 
Score: -121892.648438 Penalty: 703.924438
	Iteration 0F: 3 clusters Score -121892.6 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -122447.343750 Penalty: 703.924438
	Iteration 1F: 3 clusters Score -122447.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -122539.335938 Penalty: 703.924438
	Iteration 2F: 3 clusters Score -122539.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -122643.039062 Penalty: 703.924438
	Iteration 3F: 3 clusters Score -122643 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -122756.664062 Penalty: 703.924438
	Iteration 4F: 3 clusters Score -122756.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -122871.406250 Penalty: 703.924438
	Iteration 5F: 3 clusters Score -122871.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -122983.828125 Penalty: 703.924438
	Iteration 6F: 3 clusters Score -122983.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -123072.421875 Penalty: 703.924438
	Iteration 7Q: 3 clusters Score -123072.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -123139.531250 Penalty: 703.924438
	Iteration 8Q: 3 clusters Score -123139.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -123187.046875 Penalty: 703.924438
	Iteration 9Q: 3 clusters Score -123187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -123214.843750 Penalty: 703.924438
	Iteration 10Q: 3 clusters Score -123214.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -123229.007812 Penalty: 703.924438
	Iteration 11Q: 3 clusters Score -123229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -123236.648438 Penalty: 703.924438
	Iteration 12Q: 3 clusters Score -123236.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -123244.851562 Penalty: 703.924438
	Iteration 13Q: 3 clusters Score -123244.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -123250.515625 Penalty: 703.924438
	Iteration 14Q: 3 clusters Score -123250.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -123254.078125 Penalty: 703.924438
	Iteration 15Q: 3 clusters Score -123254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -123257.218750 Penalty: 703.924438
	Iteration 16Q: 3 clusters Score -123257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -123260.781250 Penalty: 703.924438
	Iteration 17Q: 3 clusters Score -123260.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -123264.257812 Penalty: 703.924438
	Iteration 18Q: 3 clusters Score -123264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -123265.414062 Penalty: 703.924438
	Iteration 19Q: 3 clusters Score -123265.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -123265.414062 Penalty: 703.924438
	Iteration 20F: 3 clusters Score -123265.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Entering Unmasked Estep 
Score: -1252964.000000 Penalty: 456.799377
	Iteration 0F: 2 clusters Score -1252964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1237676.875000 Penalty: 913.598755
	Iteration 0F: 3 clusters Score -1237677 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1244289.750000 Penalty: 913.598755
	Iteration 1F: 3 clusters Score -1244290 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1244862.125000 Penalty: 913.598755
	Iteration 2F: 3 clusters Score -1244862 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1245698.500000 Penalty: 913.598755
	Iteration 3F: 3 clusters Score -1245698 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1246805.750000 Penalty: 913.598755
	Iteration 4F: 3 clusters Score -1246806 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1248008.875000 Penalty: 913.598755
	Iteration 5F: 3 clusters Score -1248009 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -1248990.250000 Penalty: 913.598755
	Iteration 6F: 3 clusters Score -1248990 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -1249517.000000 Penalty: 913.598755
	Iteration 7Q: 3 clusters Score -1249517 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -1249853.875000 Penalty: 913.598755
	Iteration 8Q: 3 clusters Score -1249854 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -1250097.125000 Penalty: 913.598755
	Iteration 9Q: 3 clusters Score -1250097 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -1250361.500000 Penalty: 913.598755
	Iteration 10Q: 3 clusters Score -1250362 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -1250641.375000 Penalty: 913.598755
	Iteration 11Q: 3 clusters Score -1250641 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -1250928.250000 Penalty: 913.598755
	Iteration 12Q: 3 clusters Score -1250928 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -1251203.250000 Penalty: 913.598755
	Iteration 13Q: 3 clusters Score -1251203 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -1251484.750000 Penalty: 913.598755
	Iteration 14Q: 3 clusters Score -1251485 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -1251743.500000 Penalty: 913.598755
	Iteration 15Q: 3 clusters Score -1251744 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -1251947.375000 Penalty: 913.598755
	Iteration 16Q: 3 clusters Score -1251947 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -1252131.875000 Penalty: 913.598755
	Iteration 17Q: 3 clusters Score -1252132 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -1252281.500000 Penalty: 913.598755
	Iteration 18Q: 3 clusters Score -1252282 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -1252413.250000 Penalty: 913.598755
	Iteration 19Q: 3 clusters Score -1252413 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -1252480.875000 Penalty: 913.598755
	Iteration 20F: 3 clusters Score -1252481 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -1252516.125000 Penalty: 913.598755
	Iteration 21Q: 3 clusters Score -1252516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -1252534.000000 Penalty: 913.598755
	Iteration 22Q: 3 clusters Score -1252534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -1252553.500000 Penalty: 913.598755
	Iteration 23Q: 3 clusters Score -1252554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -1252564.250000 Penalty: 913.598755
	Iteration 24Q: 3 clusters Score -1252564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -1252565.875000 Penalty: 913.598755
	Iteration 25Q: 3 clusters Score -1252566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -1252570.375000 Penalty: 913.598755
	Iteration 26Q: 3 clusters Score -1252570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -1252572.375000 Penalty: 913.598755
	Iteration 27Q: 3 clusters Score -1252572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -1252572.375000 Penalty: 913.598755
	Iteration 28F: 3 clusters Score -1252572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (142068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142068 members 
Entering Unmasked Estep 
Score: -7354032.000000 Penalty: 539.814819
	Iteration 0F: 2 clusters Score -7354032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -7258079.000000 Penalty: 1079.629639
	Iteration 0F: 3 clusters Score -7258079 nChanged 69907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65113 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -7299530.000000 Penalty: 1079.629639
	Iteration 1F: 3 clusters Score -7299530 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -7301046.500000 Penalty: 1079.629639
	Iteration 2Q: 3 clusters Score -7301046 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -7303861.000000 Penalty: 1079.629639
	Iteration 3Q: 3 clusters Score -7303861 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 94464 members 
Entering Unmasked Estep 
Score: -7309367.500000 Penalty: 1079.629639
	Iteration 4F: 3 clusters Score -7309368 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 106327 members 
Entering Unmasked Estep 
Score: -7319239.000000 Penalty: 1079.629639
	Iteration 5F: 3 clusters Score -7319239 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 119498 members 
Entering Unmasked Estep 
Score: -7332178.500000 Penalty: 1079.629639
	Iteration 6F: 3 clusters Score -7332178 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 130095 members 
Entering Unmasked Estep 
Score: -7342737.500000 Penalty: 1079.629639
	Iteration 7F: 3 clusters Score -7342738 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 136505 members 
Entering Unmasked Estep 
Score: -7348890.500000 Penalty: 1079.629639
	Iteration 8Q: 3 clusters Score -7348890 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 139629 members 
Entering Unmasked Estep 
Score: -7351603.500000 Penalty: 1079.629639
	Iteration 9Q: 3 clusters Score -7351604 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 140998 members 
Entering Unmasked Estep 
Score: -7352738.000000 Penalty: 1079.629639
	Iteration 10Q: 3 clusters Score -7352738 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 141562 members 
Entering Unmasked Estep 
Score: -7353211.000000 Penalty: 1079.629639
	Iteration 11Q: 3 clusters Score -7353211 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 141773 members 
Entering Unmasked Estep 
Score: -7353375.000000 Penalty: 1079.629639
	Iteration 12Q: 3 clusters Score -7353375 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 141857 members 
Entering Unmasked Estep 
Score: -7353428.000000 Penalty: 1079.629639
	Iteration 13Q: 3 clusters Score -7353428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 141884 members 
Entering Unmasked Estep 
Score: -7353466.000000 Penalty: 1079.629639
	Iteration 14Q: 3 clusters Score -7353466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 141899 members 
Entering Unmasked Estep 
Score: -7353470.500000 Penalty: 1079.629639
	Iteration 15Q: 3 clusters Score -7353470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 141912 members 
Entering Unmasked Estep 
Score: -7353486.000000 Penalty: 1079.629639
	Iteration 16Q: 3 clusters Score -7353486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 141924 members 
Entering Unmasked Estep 
Score: -7353505.000000 Penalty: 1079.629639
	Iteration 17Q: 3 clusters Score -7353505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141932 members 
Entering Unmasked Estep 
Score: -7353531.500000 Penalty: 1079.629639
	Iteration 18Q: 3 clusters Score -7353532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141940 members 
Entering Unmasked Estep 
Score: -7353546.000000 Penalty: 1079.629639
	Iteration 19Q: 3 clusters Score -7353546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 141941 members 
Entering Unmasked Estep 
Score: -7353553.000000 Penalty: 1079.629639
	Iteration 20F: 3 clusters Score -7353553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 141943 members 
Entering Unmasked Estep 
Score: -7353560.500000 Penalty: 1079.629639
	Iteration 21Q: 3 clusters Score -7353560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141946 members 
Entering Unmasked Estep 
Score: -7353562.000000 Penalty: 1079.629639
	Iteration 22Q: 3 clusters Score -7353562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141948 members 
Entering Unmasked Estep 
Score: -7353564.000000 Penalty: 1079.629639
	Iteration 23Q: 3 clusters Score -7353564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 141947 members 
Entering Unmasked Estep 
Score: -7353564.500000 Penalty: 1079.629639
	Iteration 24Q: 3 clusters Score -7353564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141948 members 
Entering Unmasked Estep 
Score: -7353565.500000 Penalty: 1079.629639
	Iteration 25Q: 3 clusters Score -7353566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 141948 members 
Entering Unmasked Estep 
Score: -7353565.500000 Penalty: 1079.629639
	Iteration 26F: 3 clusters Score -7353566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -6212.351562 Penalty: 232.043915
	Iteration 0F: 2 clusters Score -6212.352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5983.764648 Penalty: 464.087830
	Iteration 0F: 3 clusters Score -5983.765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -6066.134277 Penalty: 464.087830
	Iteration 1F: 3 clusters Score -6066.134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -6097.292969 Penalty: 464.087830
	Iteration 2F: 3 clusters Score -6097.293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 27 members 
Entering Unmasked Estep 
Score: -6129.657715 Penalty: 464.087830
	Iteration 3F: 3 clusters Score -6129.658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 23 members 
Entering Unmasked Estep 
Score: -6138.602051 Penalty: 464.087830
	Iteration 4Q: 3 clusters Score -6138.602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -6142.750977 Penalty: 464.087830
	Iteration 5Q: 3 clusters Score -6142.751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 22 members 
Entering Unmasked Estep 
Score: -6142.750977 Penalty: 464.087830
	Iteration 6F: 3 clusters Score -6142.751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (84535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Entering Unmasked Estep 
Score: -4505684.000000 Penalty: 516.193909
	Iteration 0F: 2 clusters Score -4505684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -4449240.500000 Penalty: 1032.387817
	Iteration 0F: 3 clusters Score -4449240 nChanged 41267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4475051.000000 Penalty: 1032.387817
	Iteration 1F: 3 clusters Score -4475051 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -4477023.500000 Penalty: 1032.387817
	Iteration 2Q: 3 clusters Score -4477024 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4480268.500000 Penalty: 1032.387817
	Iteration 3F: 3 clusters Score -4480268 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4484814.500000 Penalty: 1032.387817
	Iteration 4F: 3 clusters Score -4484814 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4489763.000000 Penalty: 1032.387817
	Iteration 5F: 3 clusters Score -4489763 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4493763.000000 Penalty: 1032.387817
	Iteration 6F: 3 clusters Score -4493763 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4496165.000000 Penalty: 1032.387817
	Iteration 7F: 3 clusters Score -4496165 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4497352.000000 Penalty: 1032.387817
	Iteration 8Q: 3 clusters Score -4497352 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -4497993.000000 Penalty: 1032.387817
	Iteration 9Q: 3 clusters Score -4497993 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4498431.000000 Penalty: 1032.387817
	Iteration 10Q: 3 clusters Score -4498431 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4498898.500000 Penalty: 1032.387817
	Iteration 11Q: 3 clusters Score -4498898 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -4499314.500000 Penalty: 1032.387817
	Iteration 12Q: 3 clusters Score -4499314 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4499722.500000 Penalty: 1032.387817
	Iteration 13Q: 3 clusters Score -4499722 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -4500133.000000 Penalty: 1032.387817
	Iteration 14Q: 3 clusters Score -4500133 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4500503.500000 Penalty: 1032.387817
	Iteration 15Q: 3 clusters Score -4500504 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4500839.500000 Penalty: 1032.387817
	Iteration 16Q: 3 clusters Score -4500840 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -4501104.000000 Penalty: 1032.387817
	Iteration 17Q: 3 clusters Score -4501104 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -4501328.000000 Penalty: 1032.387817
	Iteration 18Q: 3 clusters Score -4501328 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -4501552.500000 Penalty: 1032.387817
	Iteration 19Q: 3 clusters Score -4501552 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4501731.500000 Penalty: 1032.387817
	Iteration 20F: 3 clusters Score -4501732 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4501889.000000 Penalty: 1032.387817
	Iteration 21Q: 3 clusters Score -4501889 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4502057.500000 Penalty: 1032.387817
	Iteration 22Q: 3 clusters Score -4502058 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -4502189.500000 Penalty: 1032.387817
	Iteration 23Q: 3 clusters Score -4502190 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -4502283.500000 Penalty: 1032.387817
	Iteration 24Q: 3 clusters Score -4502284 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -4502411.500000 Penalty: 1032.387817
	Iteration 25Q: 3 clusters Score -4502412 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -4502516.500000 Penalty: 1032.387817
	Iteration 26Q: 3 clusters Score -4502516 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -4502602.500000 Penalty: 1032.387817
	Iteration 27Q: 3 clusters Score -4502602 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -4502685.500000 Penalty: 1032.387817
	Iteration 28Q: 3 clusters Score -4502686 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -4502783.000000 Penalty: 1032.387817
	Iteration 29Q: 3 clusters Score -4502783 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -4502900.000000 Penalty: 1032.387817
	Iteration 30Q: 3 clusters Score -4502900 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -4502974.500000 Penalty: 1032.387817
	Iteration 31Q: 3 clusters Score -4502974 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -4503101.500000 Penalty: 1032.387817
	Iteration 32Q: 3 clusters Score -4503102 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -4503237.000000 Penalty: 1032.387817
	Iteration 33Q: 3 clusters Score -4503237 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -4503358.500000 Penalty: 1032.387817
	Iteration 34Q: 3 clusters Score -4503358 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -4503482.500000 Penalty: 1032.387817
	Iteration 35Q: 3 clusters Score -4503482 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -4503610.000000 Penalty: 1032.387817
	Iteration 36Q: 3 clusters Score -4503610 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -4503714.000000 Penalty: 1032.387817
	Iteration 37Q: 3 clusters Score -4503714 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -4503826.500000 Penalty: 1032.387817
	Iteration 38Q: 3 clusters Score -4503826 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -4503943.000000 Penalty: 1032.387817
	Iteration 39Q: 3 clusters Score -4503943 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -4504038.000000 Penalty: 1032.387817
	Iteration 40F: 3 clusters Score -4504038 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -4504222.000000 Penalty: 1032.387817
	Iteration 41Q: 3 clusters Score -4504222 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -4504322.000000 Penalty: 1032.387817
	Iteration 42Q: 3 clusters Score -4504322 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -4504423.500000 Penalty: 1032.387817
	Iteration 43Q: 3 clusters Score -4504424 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -4504548.000000 Penalty: 1032.387817
	Iteration 44Q: 3 clusters Score -4504548 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -4504631.500000 Penalty: 1032.387817
	Iteration 45Q: 3 clusters Score -4504632 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 61949 members 
Entering Unmasked Estep 
Score: -4504733.500000 Penalty: 1032.387817
	Iteration 46Q: 3 clusters Score -4504734 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 62805 members 
Entering Unmasked Estep 
Score: -4504791.500000 Penalty: 1032.387817
	Iteration 47Q: 3 clusters Score -4504792 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -4504876.500000 Penalty: 1032.387817
	Iteration 48Q: 3 clusters Score -4504876 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -4504963.500000 Penalty: 1032.387817
	Iteration 49Q: 3 clusters Score -4504964 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -4505039.000000 Penalty: 1032.387817
	Iteration 50Q: 3 clusters Score -4505039 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -4505085.500000 Penalty: 1032.387817
	Iteration 51Q: 3 clusters Score -4505086 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -4505151.000000 Penalty: 1032.387817
	Iteration 52Q: 3 clusters Score -4505151 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -4505196.000000 Penalty: 1032.387817
	Iteration 53Q: 3 clusters Score -4505196 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 67543 members 
Entering Unmasked Estep 
Score: -4505221.500000 Penalty: 1032.387817
	Iteration 54Q: 3 clusters Score -4505222 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 68057 members 
Entering Unmasked Estep 
Score: -4505250.500000 Penalty: 1032.387817
	Iteration 55Q: 3 clusters Score -4505250 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -4505265.500000 Penalty: 1032.387817
	Iteration 56Q: 3 clusters Score -4505266 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -4505322.000000 Penalty: 1032.387817
	Iteration 57Q: 3 clusters Score -4505322 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -4505372.500000 Penalty: 1032.387817
	Iteration 58Q: 3 clusters Score -4505372 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -4505376.000000 Penalty: 1032.387817
	Iteration 59Q: 3 clusters Score -4505376 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -4505409.000000 Penalty: 1032.387817
	Iteration 60F: 3 clusters Score -4505409 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -4505472.000000 Penalty: 1032.387817
	Iteration 61Q: 3 clusters Score -4505472 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -4505512.500000 Penalty: 1032.387817
	Iteration 62Q: 3 clusters Score -4505512 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -4505562.500000 Penalty: 1032.387817
	Iteration 63Q: 3 clusters Score -4505562 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 72782 members 
Entering Unmasked Estep 
Score: -4505635.000000 Penalty: 1032.387817
	Iteration 64Q: 3 clusters Score -4505635 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -4505679.500000 Penalty: 1032.387817
	Iteration 65Q: 3 clusters Score -4505680 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 73706 members 
Entering Unmasked Estep 
Score: -4505723.000000 Penalty: 1032.387817
	Iteration 66Q: 3 clusters Score -4505723 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 74106 members 
Entering Unmasked Estep 
Score: -4505741.000000 Penalty: 1032.387817
	Iteration 67Q: 3 clusters Score -4505741 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -4505742.500000 Penalty: 1032.387817
	Iteration 68Q: 3 clusters Score -4505742 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -4505799.500000 Penalty: 1032.387817
	Iteration 69Q: 3 clusters Score -4505800 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -4505798.000000 Penalty: 1032.387817
	Iteration 70Q: 3 clusters Score -4505798 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 75660 members 
Entering Unmasked Estep 
Score: -4505811.500000 Penalty: 1032.387817
	Iteration 71Q: 3 clusters Score -4505812 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -4505800.500000 Penalty: 1032.387817
	Iteration 72Q: 3 clusters Score -4505800 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 76221 members 
Entering Unmasked Estep 
Score: -4505825.000000 Penalty: 1032.387817
	Iteration 73Q: 3 clusters Score -4505825 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -4505855.000000 Penalty: 1032.387817
	Iteration 74Q: 3 clusters Score -4505855 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -4505846.000000 Penalty: 1032.387817
	Iteration 75Q: 3 clusters Score -4505846 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -4505852.000000 Penalty: 1032.387817
	Iteration 76Q: 3 clusters Score -4505852 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 77087 members 
Entering Unmasked Estep 
Score: -4505857.500000 Penalty: 1032.387817
	Iteration 77Q: 3 clusters Score -4505858 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -4505844.000000 Penalty: 1032.387817
	Iteration 78Q: 3 clusters Score -4505844 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -4505839.000000 Penalty: 1032.387817
	Iteration 79Q: 3 clusters Score -4505839 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -4505846.000000 Penalty: 1032.387817
	Iteration 80F: 3 clusters Score -4505846 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -4505842.000000 Penalty: 1032.387817
	Iteration 81Q: 3 clusters Score -4505842 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -4505849.500000 Penalty: 1032.387817
	Iteration 82Q: 3 clusters Score -4505850 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -4505840.000000 Penalty: 1032.387817
	Iteration 83Q: 3 clusters Score -4505840 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -4505829.500000 Penalty: 1032.387817
	Iteration 84Q: 3 clusters Score -4505830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 78127 members 
Entering Unmasked Estep 
Score: -4505818.000000 Penalty: 1032.387817
	Iteration 85Q: 3 clusters Score -4505818 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 78223 members 
Entering Unmasked Estep 
Score: -4505821.000000 Penalty: 1032.387817
	Iteration 86Q: 3 clusters Score -4505821 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -4505818.000000 Penalty: 1032.387817
	Iteration 87Q: 3 clusters Score -4505818 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 78432 members 
Entering Unmasked Estep 
Score: -4505816.000000 Penalty: 1032.387817
	Iteration 88Q: 3 clusters Score -4505816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -4505825.500000 Penalty: 1032.387817
	Iteration 89Q: 3 clusters Score -4505826 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -4505814.000000 Penalty: 1032.387817
	Iteration 90Q: 3 clusters Score -4505814 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -4505802.500000 Penalty: 1032.387817
	Iteration 91Q: 3 clusters Score -4505802 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -4505806.500000 Penalty: 1032.387817
	Iteration 92Q: 3 clusters Score -4505806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -4505814.000000 Penalty: 1032.387817
	Iteration 93Q: 3 clusters Score -4505814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -4505807.500000 Penalty: 1032.387817
	Iteration 94Q: 3 clusters Score -4505808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -4505804.500000 Penalty: 1032.387817
	Iteration 95Q: 3 clusters Score -4505804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -4505795.500000 Penalty: 1032.387817
	Iteration 96Q: 3 clusters Score -4505796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 79052 members 
Entering Unmasked Estep 
Score: -4505792.000000 Penalty: 1032.387817
	Iteration 97Q: 3 clusters Score -4505792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 79091 members 
Entering Unmasked Estep 
Score: -4505786.500000 Penalty: 1032.387817
	Iteration 98Q: 3 clusters Score -4505786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -4505781.000000 Penalty: 1032.387817
	Iteration 99Q: 3 clusters Score -4505781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -4505774.000000 Penalty: 1032.387817
	Iteration 100F: 3 clusters Score -4505774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 79202 members 
Entering Unmasked Estep 
Score: -4505768.500000 Penalty: 1032.387817
	Iteration 101Q: 3 clusters Score -4505768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -4505773.000000 Penalty: 1032.387817
	Iteration 102Q: 3 clusters Score -4505773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -4505765.500000 Penalty: 1032.387817
	Iteration 103Q: 3 clusters Score -4505766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -4505766.500000 Penalty: 1032.387817
	Iteration 104Q: 3 clusters Score -4505766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -4505764.000000 Penalty: 1032.387817
	Iteration 105Q: 3 clusters Score -4505764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -4505759.500000 Penalty: 1032.387817
	Iteration 106Q: 3 clusters Score -4505760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -4505752.500000 Penalty: 1032.387817
	Iteration 107Q: 3 clusters Score -4505752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -4505752.000000 Penalty: 1032.387817
	Iteration 108Q: 3 clusters Score -4505752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -4505751.500000 Penalty: 1032.387817
	Iteration 109Q: 3 clusters Score -4505752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -4505760.000000 Penalty: 1032.387817
	Iteration 110Q: 3 clusters Score -4505760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -4505756.500000 Penalty: 1032.387817
	Iteration 111Q: 3 clusters Score -4505756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -4505754.000000 Penalty: 1032.387817
	Iteration 112Q: 3 clusters Score -4505754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -4505753.000000 Penalty: 1032.387817
	Iteration 113Q: 3 clusters Score -4505753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -4505741.000000 Penalty: 1032.387817
	Iteration 114Q: 3 clusters Score -4505741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -4505730.500000 Penalty: 1032.387817
	Iteration 115Q: 3 clusters Score -4505730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -4505728.500000 Penalty: 1032.387817
	Iteration 116Q: 3 clusters Score -4505728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 79728 members 
Entering Unmasked Estep 
Score: -4505721.500000 Penalty: 1032.387817
	Iteration 117Q: 3 clusters Score -4505722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -4505725.000000 Penalty: 1032.387817
	Iteration 118Q: 3 clusters Score -4505725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -4505715.500000 Penalty: 1032.387817
	Iteration 119Q: 3 clusters Score -4505716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -4505713.000000 Penalty: 1032.387817
	Iteration 120F: 3 clusters Score -4505713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -4505711.000000 Penalty: 1032.387817
	Iteration 121Q: 3 clusters Score -4505711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -4505714.500000 Penalty: 1032.387817
	Iteration 122Q: 3 clusters Score -4505714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -4505710.500000 Penalty: 1032.387817
	Iteration 123Q: 3 clusters Score -4505710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -4505712.500000 Penalty: 1032.387817
	Iteration 124Q: 3 clusters Score -4505712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -4505712.500000 Penalty: 1032.387817
	Iteration 125F: 3 clusters Score -4505712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 77851 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 50465 members 
Mstep: Class 6 contains 28670 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 8 contains 161449 members 
Mstep: Class 9 contains 78231 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 90489 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 84145 members 
Mstep: Class 17 contains 68018 members 
Mstep: Class 18 contains 20260 members 
Mstep: Class 19 contains 103403 members 
Mstep: Class 20 contains 14025 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 38575 members 
Mstep: Class 24 contains 13759 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 22915 members 
Mstep: Class 27 contains 142068 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 4755 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 73678 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 19021 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 91211 members 
Mstep: Class 37 contains 8623 members 
Mstep: Class 38 contains 60858 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 92970 members 
Mstep: Class 42 contains 84393 members 
Mstep: Class 43 contains 79780 members 
Entering Unmasked Estep 
Score: -87410920.000000 Penalty: 28102.771484
Splitting cluster 29 changes total score from -87409512.000000 to -87410920.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 30 (9466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Entering Unmasked Estep 
Score: -516140.781250 Penalty: 416.573486
	Iteration 0F: 2 clusters Score -516140.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -509824.437500 Penalty: 833.146973
	Iteration 0F: 3 clusters Score -509824.4 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -512251.531250 Penalty: 833.146973
	Iteration 1F: 3 clusters Score -512251.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -512331.156250 Penalty: 833.146973
	Iteration 2Q: 3 clusters Score -512331.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -512434.218750 Penalty: 833.146973
	Iteration 3Q: 3 clusters Score -512434.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -512605.875000 Penalty: 833.146973
	Iteration 4Q: 3 clusters Score -512605.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -512916.406250 Penalty: 833.146973
	Iteration 5F: 3 clusters Score -512916.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -513330.500000 Penalty: 833.146973
	Iteration 6F: 3 clusters Score -513330.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -513854.531250 Penalty: 833.146973
	Iteration 7F: 3 clusters Score -513854.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -514374.343750 Penalty: 833.146973
	Iteration 8F: 3 clusters Score -514374.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -514765.843750 Penalty: 833.146973
	Iteration 9Q: 3 clusters Score -514765.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -515018.406250 Penalty: 833.146973
	Iteration 10Q: 3 clusters Score -515018.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -515175.062500 Penalty: 833.146973
	Iteration 11Q: 3 clusters Score -515175.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -515294.125000 Penalty: 833.146973
	Iteration 12Q: 3 clusters Score -515294.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -515407.187500 Penalty: 833.146973
	Iteration 13Q: 3 clusters Score -515407.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -515502.687500 Penalty: 833.146973
	Iteration 14Q: 3 clusters Score -515502.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -515566.125000 Penalty: 833.146973
	Iteration 15Q: 3 clusters Score -515566.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -515618.593750 Penalty: 833.146973
	Iteration 16Q: 3 clusters Score -515618.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -515653.625000 Penalty: 833.146973
	Iteration 17Q: 3 clusters Score -515653.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -515669.906250 Penalty: 833.146973
	Iteration 18Q: 3 clusters Score -515669.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -515686.531250 Penalty: 833.146973
	Iteration 19Q: 3 clusters Score -515686.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -515696.593750 Penalty: 833.146973
	Iteration 20F: 3 clusters Score -515696.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -515705.000000 Penalty: 833.146973
	Iteration 21Q: 3 clusters Score -515705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -515714.593750 Penalty: 833.146973
	Iteration 22Q: 3 clusters Score -515714.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -515721.718750 Penalty: 833.146973
	Iteration 23Q: 3 clusters Score -515721.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -515727.343750 Penalty: 833.146973
	Iteration 24Q: 3 clusters Score -515727.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -515731.656250 Penalty: 833.146973
	Iteration 25Q: 3 clusters Score -515731.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -515736.250000 Penalty: 833.146973
	Iteration 26Q: 3 clusters Score -515736.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -515741.437500 Penalty: 833.146973
	Iteration 27Q: 3 clusters Score -515741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -515747.125000 Penalty: 833.146973
	Iteration 28Q: 3 clusters Score -515747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -515758.000000 Penalty: 833.146973
	Iteration 29Q: 3 clusters Score -515758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -515761.843750 Penalty: 833.146973
	Iteration 30Q: 3 clusters Score -515761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -515763.906250 Penalty: 833.146973
	Iteration 31Q: 3 clusters Score -515763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -515769.968750 Penalty: 833.146973
	Iteration 32Q: 3 clusters Score -515770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -515773.718750 Penalty: 833.146973
	Iteration 33Q: 3 clusters Score -515773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -515775.281250 Penalty: 833.146973
	Iteration 34Q: 3 clusters Score -515775.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -515776.406250 Penalty: 833.146973
	Iteration 35Q: 3 clusters Score -515776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -515776.406250 Penalty: 833.146973
	Iteration 36F: 3 clusters Score -515776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (73678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73678 members 
Entering Unmasked Estep 
Score: -4013173.000000 Penalty: 509.939392
	Iteration 0F: 2 clusters Score -4013173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -3963472.500000 Penalty: 1019.878784
	Iteration 0F: 3 clusters Score -3963472 nChanged 35925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -3984863.500000 Penalty: 1019.878784
	Iteration 1F: 3 clusters Score -3984864 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3985666.250000 Penalty: 1019.878784
	Iteration 2Q: 3 clusters Score -3985666 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3987155.000000 Penalty: 1019.878784
	Iteration 3Q: 3 clusters Score -3987155 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3989975.500000 Penalty: 1019.878784
	Iteration 4F: 3 clusters Score -3989976 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3994928.750000 Penalty: 1019.878784
	Iteration 5F: 3 clusters Score -3994929 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -4000940.000000 Penalty: 1019.878784
	Iteration 6F: 3 clusters Score -4000940 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -4005818.750000 Penalty: 1019.878784
	Iteration 7F: 3 clusters Score -4005819 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -4008765.750000 Penalty: 1019.878784
	Iteration 8Q: 3 clusters Score -4008766 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -4010326.750000 Penalty: 1019.878784
	Iteration 9Q: 3 clusters Score -4010327 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4011212.500000 Penalty: 1019.878784
	Iteration 10Q: 3 clusters Score -4011212 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71970 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4011759.750000 Penalty: 1019.878784
	Iteration 11Q: 3 clusters Score -4011760 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72450 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4012099.750000 Penalty: 1019.878784
	Iteration 12Q: 3 clusters Score -4012100 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4012294.250000 Penalty: 1019.878784
	Iteration 13Q: 3 clusters Score -4012294 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4012417.750000 Penalty: 1019.878784
	Iteration 14Q: 3 clusters Score -4012418 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4012505.500000 Penalty: 1019.878784
	Iteration 15Q: 3 clusters Score -4012506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4012577.500000 Penalty: 1019.878784
	Iteration 16Q: 3 clusters Score -4012578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73382 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4012636.500000 Penalty: 1019.878784
	Iteration 17Q: 3 clusters Score -4012636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4012667.000000 Penalty: 1019.878784
	Iteration 18Q: 3 clusters Score -4012667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73475 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4012683.000000 Penalty: 1019.878784
	Iteration 19Q: 3 clusters Score -4012683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73506 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4012698.250000 Penalty: 1019.878784
	Iteration 20F: 3 clusters Score -4012698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4012715.750000 Penalty: 1019.878784
	Iteration 21Q: 3 clusters Score -4012716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4012721.250000 Penalty: 1019.878784
	Iteration 22Q: 3 clusters Score -4012721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4012728.250000 Penalty: 1019.878784
	Iteration 23Q: 3 clusters Score -4012728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73550 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4012730.000000 Penalty: 1019.878784
	Iteration 24Q: 3 clusters Score -4012730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73554 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4012731.250000 Penalty: 1019.878784
	Iteration 25Q: 3 clusters Score -4012731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4012736.500000 Penalty: 1019.878784
	Iteration 26Q: 3 clusters Score -4012736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4012738.000000 Penalty: 1019.878784
	Iteration 27Q: 3 clusters Score -4012738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -4012742.000000 Penalty: 1019.878784
	Iteration 28Q: 3 clusters Score -4012742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4012746.000000 Penalty: 1019.878784
	Iteration 29Q: 3 clusters Score -4012746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4012750.500000 Penalty: 1019.878784
	Iteration 30Q: 3 clusters Score -4012750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4012752.750000 Penalty: 1019.878784
	Iteration 31Q: 3 clusters Score -4012753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4012757.250000 Penalty: 1019.878784
	Iteration 32Q: 3 clusters Score -4012757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4012757.250000 Penalty: 1019.878784
	Iteration 33F: 3 clusters Score -4012757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Entering Unmasked Estep 
Score: -105427.554688 Penalty: 345.818298
	Iteration 0F: 2 clusters Score -105427.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -103976.695312 Penalty: 691.636597
	Iteration 0F: 3 clusters Score -103976.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -104509.210938 Penalty: 691.636597
	Iteration 1F: 3 clusters Score -104509.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -104609.156250 Penalty: 691.636597
	Iteration 2F: 3 clusters Score -104609.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -104684.570312 Penalty: 691.636597
	Iteration 3F: 3 clusters Score -104684.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -104752.765625 Penalty: 691.636597
	Iteration 4Q: 3 clusters Score -104752.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -104827.953125 Penalty: 691.636597
	Iteration 5F: 3 clusters Score -104828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -104895.710938 Penalty: 691.636597
	Iteration 6Q: 3 clusters Score -104895.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -104958.320312 Penalty: 691.636597
	Iteration 7Q: 3 clusters Score -104958.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -105018.617188 Penalty: 691.636597
	Iteration 8Q: 3 clusters Score -105018.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -105092.179688 Penalty: 691.636597
	Iteration 9Q: 3 clusters Score -105092.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -105210.968750 Penalty: 691.636597
	Iteration 10Q: 3 clusters Score -105211 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -105341.226562 Penalty: 691.636597
	Iteration 11Q: 3 clusters Score -105341.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -105392.242188 Penalty: 691.636597
	Iteration 12Q: 3 clusters Score -105392.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -105414.765625 Penalty: 691.636597
	Iteration 13Q: 3 clusters Score -105414.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -105429.781250 Penalty: 691.636597
	Iteration 14Q: 3 clusters Score -105429.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -105440.210938 Penalty: 691.636597
	Iteration 15Q: 3 clusters Score -105440.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -105446.437500 Penalty: 691.636597
	Iteration 16Q: 3 clusters Score -105446.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -105450.234375 Penalty: 691.636597
	Iteration 17Q: 3 clusters Score -105450.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -105451.820312 Penalty: 691.636597
	Iteration 18Q: 3 clusters Score -105451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -105451.898438 Penalty: 691.636597
	Iteration 19Q: 3 clusters Score -105451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -105451.898438 Penalty: 691.636597
	Iteration 20F: 3 clusters Score -105451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 77851 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 50465 members 
Mstep: Class 6 contains 28670 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 8 contains 161449 members 
Mstep: Class 9 contains 78231 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 90489 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 84145 members 
Mstep: Class 17 contains 68018 members 
Mstep: Class 18 contains 20260 members 
Mstep: Class 19 contains 103403 members 
Mstep: Class 20 contains 14025 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 38575 members 
Mstep: Class 24 contains 13759 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 22915 members 
Mstep: Class 27 contains 142068 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 4755 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 73678 members 
Mstep: Class 32 contains 803 members 
Mstep: Class 33 contains 19021 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 91211 members 
Mstep: Class 37 contains 8623 members 
Mstep: Class 38 contains 60858 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 92970 members 
Mstep: Class 42 contains 84393 members 
Mstep: Class 43 contains 79780 members 
Mstep: Class 44 contains 1196 members 
Entering Unmasked Estep 
Score: -87410656.000000 Penalty: 28756.324219
Splitting cluster 32 changes total score from -87409512.000000 to -87410656.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 33 (19021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Entering Unmasked Estep 
Score: -990899.562500 Penalty: 448.325104
	Iteration 0F: 2 clusters Score -990899.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -978261.187500 Penalty: 896.650208
	Iteration 0F: 3 clusters Score -978261.2 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -983861.687500 Penalty: 896.650208
	Iteration 1F: 3 clusters Score -983861.7 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -984652.625000 Penalty: 896.650208
	Iteration 2F: 3 clusters Score -984652.6 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -985923.187500 Penalty: 896.650208
	Iteration 3F: 3 clusters Score -985923.2 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -987568.437500 Penalty: 896.650208
	Iteration 4F: 3 clusters Score -987568.4 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -989157.812500 Penalty: 896.650208
	Iteration 5F: 3 clusters Score -989157.8 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -990080.625000 Penalty: 896.650208
	Iteration 6Q: 3 clusters Score -990080.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -990391.437500 Penalty: 896.650208
	Iteration 7Q: 3 clusters Score -990391.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -990469.687500 Penalty: 896.650208
	Iteration 8Q: 3 clusters Score -990469.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -990499.812500 Penalty: 896.650208
	Iteration 9Q: 3 clusters Score -990499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -990509.250000 Penalty: 896.650208
	Iteration 10Q: 3 clusters Score -990509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -990514.750000 Penalty: 896.650208
	Iteration 11Q: 3 clusters Score -990514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -990519.375000 Penalty: 896.650208
	Iteration 12Q: 3 clusters Score -990519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -990519.375000 Penalty: 896.650208
	Iteration 13F: 3 clusters Score -990519.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -12718.331055 Penalty: 256.545135
	Iteration 0F: 2 clusters Score -12718.33 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 138 members 
Entering Unmasked Estep 
Score: -12372.713867 Penalty: 513.090271
	Iteration 0F: 3 clusters Score -12372.71 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12477.045898 Penalty: 513.090271
	Iteration 1F: 3 clusters Score -12477.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -12523.677734 Penalty: 513.090271
	Iteration 2F: 3 clusters Score -12523.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -12546.648438 Penalty: 513.090271
	Iteration 3F: 3 clusters Score -12546.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -12557.843750 Penalty: 513.090271
	Iteration 4Q: 3 clusters Score -12557.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12565.117188 Penalty: 513.090271
	Iteration 5Q: 3 clusters Score -12565.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12568.954102 Penalty: 513.090271
	Iteration 6Q: 3 clusters Score -12568.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12575.470703 Penalty: 513.090271
	Iteration 7Q: 3 clusters Score -12575.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12582.544922 Penalty: 513.090271
	Iteration 8Q: 3 clusters Score -12582.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12587.476562 Penalty: 513.090271
	Iteration 9Q: 3 clusters Score -12587.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12588.741211 Penalty: 513.090271
	Iteration 10Q: 3 clusters Score -12588.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -12590.959961 Penalty: 513.090271
	Iteration 11Q: 3 clusters Score -12590.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12591.767578 Penalty: 513.090271
	Iteration 12Q: 3 clusters Score -12591.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12591.767578 Penalty: 513.090271
	Iteration 13F: 3 clusters Score -12591.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -119562.812500 Penalty: 351.301178
	Iteration 0F: 2 clusters Score -119562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -117988.773438 Penalty: 702.602356
	Iteration 0F: 3 clusters Score -117988.8 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -118684.882812 Penalty: 702.602356
	Iteration 1F: 3 clusters Score -118684.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -118953.992188 Penalty: 702.602356
	Iteration 2F: 3 clusters Score -118954 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -119187.984375 Penalty: 702.602356
	Iteration 3F: 3 clusters Score -119188 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -119337.070312 Penalty: 702.602356
	Iteration 4F: 3 clusters Score -119337.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -119427.109375 Penalty: 702.602356
	Iteration 5F: 3 clusters Score -119427.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -119492.640625 Penalty: 702.602356
	Iteration 6Q: 3 clusters Score -119492.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119514.554688 Penalty: 702.602356
	Iteration 7Q: 3 clusters Score -119514.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -119530.117188 Penalty: 702.602356
	Iteration 8Q: 3 clusters Score -119530.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -119538.718750 Penalty: 702.602356
	Iteration 9Q: 3 clusters Score -119538.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119544.718750 Penalty: 702.602356
	Iteration 10Q: 3 clusters Score -119544.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119548.968750 Penalty: 702.602356
	Iteration 11Q: 3 clusters Score -119549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119551.109375 Penalty: 702.602356
	Iteration 12Q: 3 clusters Score -119551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -119552.445312 Penalty: 702.602356
	Iteration 13Q: 3 clusters Score -119552.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119555.234375 Penalty: 702.602356
	Iteration 14Q: 3 clusters Score -119555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -119556.734375 Penalty: 702.602356
	Iteration 15Q: 3 clusters Score -119556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119556.695312 Penalty: 702.602356
	Iteration 16Q: 3 clusters Score -119556.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119556.695312 Penalty: 702.602356
	Iteration 17F: 3 clusters Score -119556.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (91211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91211 members 
Entering Unmasked Estep 
Score: -4952376.000000 Penalty: 519.652344
	Iteration 0F: 2 clusters Score -4952376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -4892518.500000 Penalty: 1039.304688
	Iteration 0F: 3 clusters Score -4892518 nChanged 44666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -4919014.000000 Penalty: 1039.304688
	Iteration 1F: 3 clusters Score -4919014 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -4920046.500000 Penalty: 1039.304688
	Iteration 2Q: 3 clusters Score -4920046 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -4921523.000000 Penalty: 1039.304688
	Iteration 3Q: 3 clusters Score -4921523 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -4923950.000000 Penalty: 1039.304688
	Iteration 4Q: 3 clusters Score -4923950 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -4927889.500000 Penalty: 1039.304688
	Iteration 5F: 3 clusters Score -4927890 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -4933260.000000 Penalty: 1039.304688
	Iteration 6F: 3 clusters Score -4933260 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -4938749.500000 Penalty: 1039.304688
	Iteration 7F: 3 clusters Score -4938750 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -4942576.500000 Penalty: 1039.304688
	Iteration 8F: 3 clusters Score -4942576 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 76114 members 
Entering Unmasked Estep 
Score: -4944813.500000 Penalty: 1039.304688
	Iteration 9Q: 3 clusters Score -4944814 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -4946194.500000 Penalty: 1039.304688
	Iteration 10Q: 3 clusters Score -4946194 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -4947086.500000 Penalty: 1039.304688
	Iteration 11Q: 3 clusters Score -4947086 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 81758 members 
Entering Unmasked Estep 
Score: -4947855.500000 Penalty: 1039.304688
	Iteration 12Q: 3 clusters Score -4947856 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -4948568.000000 Penalty: 1039.304688
	Iteration 13Q: 3 clusters Score -4948568 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -4949176.000000 Penalty: 1039.304688
	Iteration 14Q: 3 clusters Score -4949176 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 86052 members 
Entering Unmasked Estep 
Score: -4949745.500000 Penalty: 1039.304688
	Iteration 15Q: 3 clusters Score -4949746 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -4950228.500000 Penalty: 1039.304688
	Iteration 16Q: 3 clusters Score -4950228 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -4950664.000000 Penalty: 1039.304688
	Iteration 17Q: 3 clusters Score -4950664 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -4951008.000000 Penalty: 1039.304688
	Iteration 18Q: 3 clusters Score -4951008 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 89449 members 
Entering Unmasked Estep 
Score: -4951276.000000 Penalty: 1039.304688
	Iteration 19Q: 3 clusters Score -4951276 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 89879 members 
Entering Unmasked Estep 
Score: -4951449.000000 Penalty: 1039.304688
	Iteration 20F: 3 clusters Score -4951449 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -4951563.500000 Penalty: 1039.304688
	Iteration 21Q: 3 clusters Score -4951564 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -4951661.500000 Penalty: 1039.304688
	Iteration 22Q: 3 clusters Score -4951662 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -4951728.500000 Penalty: 1039.304688
	Iteration 23Q: 3 clusters Score -4951728 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -4951796.000000 Penalty: 1039.304688
	Iteration 24Q: 3 clusters Score -4951796 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -4951826.500000 Penalty: 1039.304688
	Iteration 25Q: 3 clusters Score -4951826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -4951856.000000 Penalty: 1039.304688
	Iteration 26Q: 3 clusters Score -4951856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -4951887.000000 Penalty: 1039.304688
	Iteration 27Q: 3 clusters Score -4951887 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -4951901.000000 Penalty: 1039.304688
	Iteration 28Q: 3 clusters Score -4951901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -4951915.000000 Penalty: 1039.304688
	Iteration 29Q: 3 clusters Score -4951915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -4951921.000000 Penalty: 1039.304688
	Iteration 30Q: 3 clusters Score -4951921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 90905 members 
Entering Unmasked Estep 
Score: -4951925.500000 Penalty: 1039.304688
	Iteration 31Q: 3 clusters Score -4951926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 90915 members 
Entering Unmasked Estep 
Score: -4951934.000000 Penalty: 1039.304688
	Iteration 32Q: 3 clusters Score -4951934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -4951930.000000 Penalty: 1039.304688
	Iteration 33Q: 3 clusters Score -4951930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -4951933.500000 Penalty: 1039.304688
	Iteration 34Q: 3 clusters Score -4951934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -4951932.500000 Penalty: 1039.304688
	Iteration 35Q: 3 clusters Score -4951932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 90937 members 
Entering Unmasked Estep 
Score: -4951935.500000 Penalty: 1039.304688
	Iteration 36Q: 3 clusters Score -4951936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -4951939.000000 Penalty: 1039.304688
	Iteration 37Q: 3 clusters Score -4951939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -4951940.000000 Penalty: 1039.304688
	Iteration 38Q: 3 clusters Score -4951940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -4951939.000000 Penalty: 1039.304688
	Iteration 39Q: 3 clusters Score -4951939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -4951936.000000 Penalty: 1039.304688
	Iteration 40F: 3 clusters Score -4951936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 90945 members 
Entering Unmasked Estep 
Score: -4951935.500000 Penalty: 1039.304688
	Iteration 41Q: 3 clusters Score -4951936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -4951936.000000 Penalty: 1039.304688
	Iteration 42Q: 3 clusters Score -4951936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -4951937.500000 Penalty: 1039.304688
	Iteration 43Q: 3 clusters Score -4951938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 90949 members 
Entering Unmasked Estep 
Score: -4951937.500000 Penalty: 1039.304688
	Iteration 44F: 3 clusters Score -4951938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Entering Unmasked Estep 
Score: -432522.812500 Penalty: 412.329559
	Iteration 0F: 2 clusters Score -432522.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -426686.312500 Penalty: 824.659119
	Iteration 0F: 3 clusters Score -426686.3 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -429019.343750 Penalty: 824.659119
	Iteration 1F: 3 clusters Score -429019.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -429206.843750 Penalty: 824.659119
	Iteration 2F: 3 clusters Score -429206.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -429466.000000 Penalty: 824.659119
	Iteration 3F: 3 clusters Score -429466 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -429871.187500 Penalty: 824.659119
	Iteration 4F: 3 clusters Score -429871.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -430527.093750 Penalty: 824.659119
	Iteration 5F: 3 clusters Score -430527.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -431239.031250 Penalty: 824.659119
	Iteration 6F: 3 clusters Score -431239 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -431736.593750 Penalty: 824.659119
	Iteration 7F: 3 clusters Score -431736.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -431979.187500 Penalty: 824.659119
	Iteration 8Q: 3 clusters Score -431979.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -432086.093750 Penalty: 824.659119
	Iteration 9Q: 3 clusters Score -432086.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -432131.875000 Penalty: 824.659119
	Iteration 10Q: 3 clusters Score -432131.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -432158.187500 Penalty: 824.659119
	Iteration 11Q: 3 clusters Score -432158.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -432172.031250 Penalty: 824.659119
	Iteration 12Q: 3 clusters Score -432172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -432177.406250 Penalty: 824.659119
	Iteration 13Q: 3 clusters Score -432177.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -432182.750000 Penalty: 824.659119
	Iteration 14Q: 3 clusters Score -432182.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -432183.468750 Penalty: 824.659119
	Iteration 15Q: 3 clusters Score -432183.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -432186.562500 Penalty: 824.659119
	Iteration 16Q: 3 clusters Score -432186.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -432187.437500 Penalty: 824.659119
	Iteration 17Q: 3 clusters Score -432187.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -432189.187500 Penalty: 824.659119
	Iteration 18Q: 3 clusters Score -432189.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -432188.343750 Penalty: 824.659119
	Iteration 19Q: 3 clusters Score -432188.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -432188.531250 Penalty: 824.659119
	Iteration 20F: 3 clusters Score -432188.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -432189.656250 Penalty: 824.659119
	Iteration 21Q: 3 clusters Score -432189.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -432190.312500 Penalty: 824.659119
	Iteration 22Q: 3 clusters Score -432190.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -432191.531250 Penalty: 824.659119
	Iteration 23Q: 3 clusters Score -432191.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -432191.781250 Penalty: 824.659119
	Iteration 24Q: 3 clusters Score -432191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -432192.750000 Penalty: 824.659119
	Iteration 25Q: 3 clusters Score -432192.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -432192.468750 Penalty: 824.659119
	Iteration 26Q: 3 clusters Score -432192.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -432195.062500 Penalty: 824.659119
	Iteration 27Q: 3 clusters Score -432195.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -432196.968750 Penalty: 824.659119
	Iteration 28Q: 3 clusters Score -432197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -432197.156250 Penalty: 824.659119
	Iteration 29Q: 3 clusters Score -432197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -432198.031250 Penalty: 824.659119
	Iteration 30Q: 3 clusters Score -432198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -432198.968750 Penalty: 824.659119
	Iteration 31Q: 3 clusters Score -432199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -432200.062500 Penalty: 824.659119
	Iteration 32Q: 3 clusters Score -432200.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -432199.031250 Penalty: 824.659119
	Iteration 33Q: 3 clusters Score -432199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -432198.968750 Penalty: 824.659119
	Iteration 34Q: 3 clusters Score -432199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -432198.718750 Penalty: 824.659119
	Iteration 35Q: 3 clusters Score -432198.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -432200.000000 Penalty: 824.659119
	Iteration 36Q: 3 clusters Score -432200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -432198.906250 Penalty: 824.659119
	Iteration 37Q: 3 clusters Score -432198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -432199.000000 Penalty: 824.659119
	Iteration 38Q: 3 clusters Score -432199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -432200.187500 Penalty: 824.659119
	Iteration 39Q: 3 clusters Score -432200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -432199.562500 Penalty: 824.659119
	Iteration 40F: 3 clusters Score -432199.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -432200.187500 Penalty: 824.659119
	Iteration 41Q: 3 clusters Score -432200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -432200.281250 Penalty: 824.659119
	Iteration 42Q: 3 clusters Score -432200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -432199.875000 Penalty: 824.659119
	Iteration 43Q: 3 clusters Score -432199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -432200.593750 Penalty: 824.659119
	Iteration 44Q: 3 clusters Score -432200.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -432200.062500 Penalty: 824.659119
	Iteration 45Q: 3 clusters Score -432200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -432200.062500 Penalty: 824.659119
	Iteration 46Q: 3 clusters Score -432200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -432200.562500 Penalty: 824.659119
	Iteration 47Q: 3 clusters Score -432200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -432200.562500 Penalty: 824.659119
	Iteration 48F: 3 clusters Score -432200.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (60858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Entering Unmasked Estep 
Score: -3366689.750000 Penalty: 501.241577
	Iteration 0F: 2 clusters Score -3366690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -3325697.250000 Penalty: 1002.483154
	Iteration 0F: 3 clusters Score -3325697 nChanged 29702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -3343173.000000 Penalty: 1002.483154
	Iteration 1F: 3 clusters Score -3343173 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -3343692.750000 Penalty: 1002.483154
	Iteration 2Q: 3 clusters Score -3343693 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -3344400.750000 Penalty: 1002.483154
	Iteration 3Q: 3 clusters Score -3344401 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -3345284.500000 Penalty: 1002.483154
	Iteration 4Q: 3 clusters Score -3345284 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3346502.000000 Penalty: 1002.483154
	Iteration 5Q: 3 clusters Score -3346502 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -3348378.500000 Penalty: 1002.483154
	Iteration 6F: 3 clusters Score -3348378 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3351386.000000 Penalty: 1002.483154
	Iteration 7F: 3 clusters Score -3351386 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3354846.500000 Penalty: 1002.483154
	Iteration 8F: 3 clusters Score -3354846 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3356982.500000 Penalty: 1002.483154
	Iteration 9F: 3 clusters Score -3356982 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3358089.500000 Penalty: 1002.483154
	Iteration 10Q: 3 clusters Score -3358090 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3359159.500000 Penalty: 1002.483154
	Iteration 11Q: 3 clusters Score -3359160 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3360358.250000 Penalty: 1002.483154
	Iteration 12Q: 3 clusters Score -3360358 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3361486.500000 Penalty: 1002.483154
	Iteration 13Q: 3 clusters Score -3361486 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3362477.000000 Penalty: 1002.483154
	Iteration 14Q: 3 clusters Score -3362477 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3363212.750000 Penalty: 1002.483154
	Iteration 15Q: 3 clusters Score -3363213 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3363644.750000 Penalty: 1002.483154
	Iteration 16Q: 3 clusters Score -3363645 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3363908.000000 Penalty: 1002.483154
	Iteration 17Q: 3 clusters Score -3363908 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -3364050.000000 Penalty: 1002.483154
	Iteration 18Q: 3 clusters Score -3364050 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -3364102.250000 Penalty: 1002.483154
	Iteration 19Q: 3 clusters Score -3364102 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -3364157.500000 Penalty: 1002.483154
	Iteration 20F: 3 clusters Score -3364158 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3364174.250000 Penalty: 1002.483154
	Iteration 21Q: 3 clusters Score -3364174 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3364190.000000 Penalty: 1002.483154
	Iteration 22Q: 3 clusters Score -3364190 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3364189.000000 Penalty: 1002.483154
	Iteration 23Q: 3 clusters Score -3364189 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -3364204.250000 Penalty: 1002.483154
	Iteration 24Q: 3 clusters Score -3364204 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3364209.750000 Penalty: 1002.483154
	Iteration 25Q: 3 clusters Score -3364210 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3364191.750000 Penalty: 1002.483154
	Iteration 26Q: 3 clusters Score -3364192 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -3364203.000000 Penalty: 1002.483154
	Iteration 27Q: 3 clusters Score -3364203 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3364192.500000 Penalty: 1002.483154
	Iteration 28Q: 3 clusters Score -3364192 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -3364197.500000 Penalty: 1002.483154
	Iteration 29Q: 3 clusters Score -3364198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -3364194.500000 Penalty: 1002.483154
	Iteration 30Q: 3 clusters Score -3364194 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -3364177.750000 Penalty: 1002.483154
	Iteration 31Q: 3 clusters Score -3364178 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -3364168.750000 Penalty: 1002.483154
	Iteration 32Q: 3 clusters Score -3364169 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3364165.000000 Penalty: 1002.483154
	Iteration 33Q: 3 clusters Score -3364165 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -3364160.750000 Penalty: 1002.483154
	Iteration 34Q: 3 clusters Score -3364161 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -3364153.750000 Penalty: 1002.483154
	Iteration 35Q: 3 clusters Score -3364154 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -3364145.250000 Penalty: 1002.483154
	Iteration 36Q: 3 clusters Score -3364145 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3364150.000000 Penalty: 1002.483154
	Iteration 37Q: 3 clusters Score -3364150 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -3364136.750000 Penalty: 1002.483154
	Iteration 38Q: 3 clusters Score -3364137 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -3364147.250000 Penalty: 1002.483154
	Iteration 39Q: 3 clusters Score -3364147 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -3364143.000000 Penalty: 1002.483154
	Iteration 40F: 3 clusters Score -3364143 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -3364137.750000 Penalty: 1002.483154
	Iteration 41Q: 3 clusters Score -3364138 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -3364130.000000 Penalty: 1002.483154
	Iteration 42Q: 3 clusters Score -3364130 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3364119.500000 Penalty: 1002.483154
	Iteration 43Q: 3 clusters Score -3364120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -3364121.000000 Penalty: 1002.483154
	Iteration 44Q: 3 clusters Score -3364121 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -3364122.750000 Penalty: 1002.483154
	Iteration 45Q: 3 clusters Score -3364123 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -3364122.500000 Penalty: 1002.483154
	Iteration 46Q: 3 clusters Score -3364122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -3364119.750000 Penalty: 1002.483154
	Iteration 47Q: 3 clusters Score -3364120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -3364110.750000 Penalty: 1002.483154
	Iteration 48Q: 3 clusters Score -3364111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -3364104.500000 Penalty: 1002.483154
	Iteration 49Q: 3 clusters Score -3364104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -3364100.750000 Penalty: 1002.483154
	Iteration 50Q: 3 clusters Score -3364101 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -3364109.750000 Penalty: 1002.483154
	Iteration 51Q: 3 clusters Score -3364110 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -3364110.000000 Penalty: 1002.483154
	Iteration 52Q: 3 clusters Score -3364110 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -3364098.250000 Penalty: 1002.483154
	Iteration 53Q: 3 clusters Score -3364098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -3364088.250000 Penalty: 1002.483154
	Iteration 54Q: 3 clusters Score -3364088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -3364083.750000 Penalty: 1002.483154
	Iteration 55Q: 3 clusters Score -3364084 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -3364065.000000 Penalty: 1002.483154
	Iteration 56Q: 3 clusters Score -3364065 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -3364053.000000 Penalty: 1002.483154
	Iteration 57Q: 3 clusters Score -3364053 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -3364062.500000 Penalty: 1002.483154
	Iteration 58Q: 3 clusters Score -3364062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -3364052.500000 Penalty: 1002.483154
	Iteration 59Q: 3 clusters Score -3364052 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -3364044.000000 Penalty: 1002.483154
	Iteration 60F: 3 clusters Score -3364044 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -3364046.250000 Penalty: 1002.483154
	Iteration 61Q: 3 clusters Score -3364046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -3364043.750000 Penalty: 1002.483154
	Iteration 62Q: 3 clusters Score -3364044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -3364041.250000 Penalty: 1002.483154
	Iteration 63Q: 3 clusters Score -3364041 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -3364031.750000 Penalty: 1002.483154
	Iteration 64Q: 3 clusters Score -3364032 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -3364005.500000 Penalty: 1002.483154
	Iteration 65Q: 3 clusters Score -3364006 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -3364001.000000 Penalty: 1002.483154
	Iteration 66Q: 3 clusters Score -3364001 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -3363992.000000 Penalty: 1002.483154
	Iteration 67Q: 3 clusters Score -3363992 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -3363989.750000 Penalty: 1002.483154
	Iteration 68Q: 3 clusters Score -3363990 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -3363980.250000 Penalty: 1002.483154
	Iteration 69Q: 3 clusters Score -3363980 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -3363976.750000 Penalty: 1002.483154
	Iteration 70Q: 3 clusters Score -3363977 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -3363980.000000 Penalty: 1002.483154
	Iteration 71Q: 3 clusters Score -3363980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -3363977.250000 Penalty: 1002.483154
	Iteration 72Q: 3 clusters Score -3363977 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -3363974.750000 Penalty: 1002.483154
	Iteration 73Q: 3 clusters Score -3363975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -3363976.000000 Penalty: 1002.483154
	Iteration 74Q: 3 clusters Score -3363976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -3363971.250000 Penalty: 1002.483154
	Iteration 75Q: 3 clusters Score -3363971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -3363966.500000 Penalty: 1002.483154
	Iteration 76Q: 3 clusters Score -3363966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -3363970.750000 Penalty: 1002.483154
	Iteration 77Q: 3 clusters Score -3363971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -3363968.750000 Penalty: 1002.483154
	Iteration 78Q: 3 clusters Score -3363969 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -3363960.500000 Penalty: 1002.483154
	Iteration 79Q: 3 clusters Score -3363960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -3363956.500000 Penalty: 1002.483154
	Iteration 80F: 3 clusters Score -3363956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -3363951.750000 Penalty: 1002.483154
	Iteration 81Q: 3 clusters Score -3363952 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -3363955.000000 Penalty: 1002.483154
	Iteration 82Q: 3 clusters Score -3363955 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -3363945.250000 Penalty: 1002.483154
	Iteration 83Q: 3 clusters Score -3363945 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -3363943.500000 Penalty: 1002.483154
	Iteration 84Q: 3 clusters Score -3363944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -3363940.500000 Penalty: 1002.483154
	Iteration 85Q: 3 clusters Score -3363940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -3363940.250000 Penalty: 1002.483154
	Iteration 86Q: 3 clusters Score -3363940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3363929.500000 Penalty: 1002.483154
	Iteration 87Q: 3 clusters Score -3363930 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -3363931.250000 Penalty: 1002.483154
	Iteration 88Q: 3 clusters Score -3363931 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -3363916.250000 Penalty: 1002.483154
	Iteration 89Q: 3 clusters Score -3363916 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -3363906.750000 Penalty: 1002.483154
	Iteration 90Q: 3 clusters Score -3363907 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -3363901.000000 Penalty: 1002.483154
	Iteration 91Q: 3 clusters Score -3363901 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -3363891.250000 Penalty: 1002.483154
	Iteration 92Q: 3 clusters Score -3363891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -3363892.750000 Penalty: 1002.483154
	Iteration 93Q: 3 clusters Score -3363893 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -3363893.000000 Penalty: 1002.483154
	Iteration 94Q: 3 clusters Score -3363893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -3363886.750000 Penalty: 1002.483154
	Iteration 95Q: 3 clusters Score -3363887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -3363881.500000 Penalty: 1002.483154
	Iteration 96Q: 3 clusters Score -3363882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -3363869.000000 Penalty: 1002.483154
	Iteration 97Q: 3 clusters Score -3363869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -3363867.500000 Penalty: 1002.483154
	Iteration 98Q: 3 clusters Score -3363868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -3363872.250000 Penalty: 1002.483154
	Iteration 99Q: 3 clusters Score -3363872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -3363870.250000 Penalty: 1002.483154
	Iteration 100F: 3 clusters Score -3363870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -3363875.750000 Penalty: 1002.483154
	Iteration 101Q: 3 clusters Score -3363876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -3363876.000000 Penalty: 1002.483154
	Iteration 102Q: 3 clusters Score -3363876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -3363874.750000 Penalty: 1002.483154
	Iteration 103Q: 3 clusters Score -3363875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -3363873.750000 Penalty: 1002.483154
	Iteration 104Q: 3 clusters Score -3363874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -3363873.500000 Penalty: 1002.483154
	Iteration 105Q: 3 clusters Score -3363874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -3363871.000000 Penalty: 1002.483154
	Iteration 106Q: 3 clusters Score -3363871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -3363868.000000 Penalty: 1002.483154
	Iteration 107Q: 3 clusters Score -3363868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -3363867.750000 Penalty: 1002.483154
	Iteration 108Q: 3 clusters Score -3363868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -3363872.000000 Penalty: 1002.483154
	Iteration 109Q: 3 clusters Score -3363872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -3363873.000000 Penalty: 1002.483154
	Iteration 110Q: 3 clusters Score -3363873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -3363873.000000 Penalty: 1002.483154
	Iteration 111Q: 3 clusters Score -3363873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -3363873.000000 Penalty: 1002.483154
	Iteration 112Q: 3 clusters Score -3363873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -3363873.000000 Penalty: 1002.483154
	Iteration 113Q: 3 clusters Score -3363873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -3363873.000000 Penalty: 1002.483154
	Iteration 114F: 3 clusters Score -3363873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -381807.531250 Penalty: 403.146271
	Iteration 0F: 2 clusters Score -381807.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -377113.437500 Penalty: 806.292542
	Iteration 0F: 3 clusters Score -377113.4 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -379080.625000 Penalty: 806.292542
	Iteration 1F: 3 clusters Score -379080.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -379541.875000 Penalty: 806.292542
	Iteration 2F: 3 clusters Score -379541.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -380023.562500 Penalty: 806.292542
	Iteration 3F: 3 clusters Score -380023.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -380486.406250 Penalty: 806.292542
	Iteration 4F: 3 clusters Score -380486.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -380867.562500 Penalty: 806.292542
	Iteration 5F: 3 clusters Score -380867.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -381179.625000 Penalty: 806.292542
	Iteration 6F: 3 clusters Score -381179.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -381403.343750 Penalty: 806.292542
	Iteration 7Q: 3 clusters Score -381403.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -381522.468750 Penalty: 806.292542
	Iteration 8Q: 3 clusters Score -381522.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -381575.468750 Penalty: 806.292542
	Iteration 9Q: 3 clusters Score -381575.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -381610.156250 Penalty: 806.292542
	Iteration 10Q: 3 clusters Score -381610.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -381632.718750 Penalty: 806.292542
	Iteration 11Q: 3 clusters Score -381632.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -381646.062500 Penalty: 806.292542
	Iteration 12Q: 3 clusters Score -381646.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -381655.031250 Penalty: 806.292542
	Iteration 13Q: 3 clusters Score -381655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -381664.437500 Penalty: 806.292542
	Iteration 14Q: 3 clusters Score -381664.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -381671.531250 Penalty: 806.292542
	Iteration 15Q: 3 clusters Score -381671.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -381675.875000 Penalty: 806.292542
	Iteration 16Q: 3 clusters Score -381675.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -381678.312500 Penalty: 806.292542
	Iteration 17Q: 3 clusters Score -381678.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -381678.656250 Penalty: 806.292542
	Iteration 18Q: 3 clusters Score -381678.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -381679.218750 Penalty: 806.292542
	Iteration 19Q: 3 clusters Score -381679.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -381680.187500 Penalty: 806.292542
	Iteration 20F: 3 clusters Score -381680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -381680.437500 Penalty: 806.292542
	Iteration 21Q: 3 clusters Score -381680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -381680.500000 Penalty: 806.292542
	Iteration 22Q: 3 clusters Score -381680.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -381680.500000 Penalty: 806.292542
	Iteration 23F: 3 clusters Score -381680.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -198958.625000 Penalty: 374.660645
	Iteration 0F: 2 clusters Score -198958.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -196384.437500 Penalty: 749.321289
	Iteration 0F: 3 clusters Score -196384.4 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -197441.703125 Penalty: 749.321289
	Iteration 1F: 3 clusters Score -197441.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -197651.093750 Penalty: 749.321289
	Iteration 2F: 3 clusters Score -197651.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -197864.015625 Penalty: 749.321289
	Iteration 3F: 3 clusters Score -197864 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -198048.093750 Penalty: 749.321289
	Iteration 4F: 3 clusters Score -198048.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -198221.156250 Penalty: 749.321289
	Iteration 5F: 3 clusters Score -198221.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -198336.234375 Penalty: 749.321289
	Iteration 6F: 3 clusters Score -198336.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -198405.125000 Penalty: 749.321289
	Iteration 7Q: 3 clusters Score -198405.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -198444.250000 Penalty: 749.321289
	Iteration 8Q: 3 clusters Score -198444.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -198471.750000 Penalty: 749.321289
	Iteration 9Q: 3 clusters Score -198471.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -198486.812500 Penalty: 749.321289
	Iteration 10Q: 3 clusters Score -198486.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -198498.812500 Penalty: 749.321289
	Iteration 11Q: 3 clusters Score -198498.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -198508.359375 Penalty: 749.321289
	Iteration 12Q: 3 clusters Score -198508.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -198514.093750 Penalty: 749.321289
	Iteration 13Q: 3 clusters Score -198514.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -198519.656250 Penalty: 749.321289
	Iteration 14Q: 3 clusters Score -198519.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -198525.296875 Penalty: 749.321289
	Iteration 15Q: 3 clusters Score -198525.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -198533.875000 Penalty: 749.321289
	Iteration 16Q: 3 clusters Score -198533.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -198545.437500 Penalty: 749.321289
	Iteration 17Q: 3 clusters Score -198545.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -198561.640625 Penalty: 749.321289
	Iteration 18Q: 3 clusters Score -198561.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -198579.078125 Penalty: 749.321289
	Iteration 19Q: 3 clusters Score -198579.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -198597.843750 Penalty: 749.321289
	Iteration 20F: 3 clusters Score -198597.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -198620.359375 Penalty: 749.321289
	Iteration 21Q: 3 clusters Score -198620.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -198651.781250 Penalty: 749.321289
	Iteration 22Q: 3 clusters Score -198651.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -198698.671875 Penalty: 749.321289
	Iteration 23Q: 3 clusters Score -198698.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -198735.171875 Penalty: 749.321289
	Iteration 24Q: 3 clusters Score -198735.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -198753.187500 Penalty: 749.321289
	Iteration 25Q: 3 clusters Score -198753.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -198768.750000 Penalty: 749.321289
	Iteration 26Q: 3 clusters Score -198768.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -198779.859375 Penalty: 749.321289
	Iteration 27Q: 3 clusters Score -198779.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -198787.796875 Penalty: 749.321289
	Iteration 28Q: 3 clusters Score -198787.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -198796.515625 Penalty: 749.321289
	Iteration 29Q: 3 clusters Score -198796.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -198800.531250 Penalty: 749.321289
	Iteration 30Q: 3 clusters Score -198800.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -198802.921875 Penalty: 749.321289
	Iteration 31Q: 3 clusters Score -198802.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -198805.593750 Penalty: 749.321289
	Iteration 32Q: 3 clusters Score -198805.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -198808.656250 Penalty: 749.321289
	Iteration 33Q: 3 clusters Score -198808.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -198811.078125 Penalty: 749.321289
	Iteration 34Q: 3 clusters Score -198811.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -198813.031250 Penalty: 749.321289
	Iteration 35Q: 3 clusters Score -198813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -198813.937500 Penalty: 749.321289
	Iteration 36Q: 3 clusters Score -198813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -198815.265625 Penalty: 749.321289
	Iteration 37Q: 3 clusters Score -198815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -198815.687500 Penalty: 749.321289
	Iteration 38Q: 3 clusters Score -198815.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -198815.687500 Penalty: 749.321289
	Iteration 39F: 3 clusters Score -198815.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (92970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Entering Unmasked Estep 
Score: -5094327.000000 Penalty: 520.521484
	Iteration 0F: 2 clusters Score -5094327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -5033205.500000 Penalty: 1041.042969
	Iteration 0F: 3 clusters Score -5033206 nChanged 45395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -5060970.500000 Penalty: 1041.042969
	Iteration 1F: 3 clusters Score -5060970 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -5062151.000000 Penalty: 1041.042969
	Iteration 2Q: 3 clusters Score -5062151 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -5064173.000000 Penalty: 1041.042969
	Iteration 3Q: 3 clusters Score -5064173 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -5067625.500000 Penalty: 1041.042969
	Iteration 4F: 3 clusters Score -5067626 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -5072782.000000 Penalty: 1041.042969
	Iteration 5F: 3 clusters Score -5072782 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5077184.000000 Penalty: 1041.042969
	Iteration 6F: 3 clusters Score -5077184 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5078970.500000 Penalty: 1041.042969
	Iteration 7Q: 3 clusters Score -5078970 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -5079554.000000 Penalty: 1041.042969
	Iteration 8Q: 3 clusters Score -5079554 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -5079985.000000 Penalty: 1041.042969
	Iteration 9Q: 3 clusters Score -5079985 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -5080495.000000 Penalty: 1041.042969
	Iteration 10Q: 3 clusters Score -5080495 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -5081202.000000 Penalty: 1041.042969
	Iteration 11Q: 3 clusters Score -5081202 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -5082204.000000 Penalty: 1041.042969
	Iteration 12Q: 3 clusters Score -5082204 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -5083638.500000 Penalty: 1041.042969
	Iteration 13Q: 3 clusters Score -5083638 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5085485.500000 Penalty: 1041.042969
	Iteration 14Q: 3 clusters Score -5085486 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -5087720.000000 Penalty: 1041.042969
	Iteration 15Q: 3 clusters Score -5087720 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -5090018.500000 Penalty: 1041.042969
	Iteration 16Q: 3 clusters Score -5090018 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -5091879.000000 Penalty: 1041.042969
	Iteration 17Q: 3 clusters Score -5091879 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -5093196.500000 Penalty: 1041.042969
	Iteration 18Q: 3 clusters Score -5093196 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -5093940.000000 Penalty: 1041.042969
	Iteration 19Q: 3 clusters Score -5093940 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -5094454.000000 Penalty: 1041.042969
	Iteration 20F: 3 clusters Score -5094454 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54565 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -5094777.000000 Penalty: 1041.042969
	Iteration 21Q: 3 clusters Score -5094777 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -5094885.500000 Penalty: 1041.042969
	Iteration 22Q: 3 clusters Score -5094886 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -5094973.500000 Penalty: 1041.042969
	Iteration 23Q: 3 clusters Score -5094974 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54083 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5095016.500000 Penalty: 1041.042969
	Iteration 24Q: 3 clusters Score -5095016 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -5095013.000000 Penalty: 1041.042969
	Iteration 25Q: 3 clusters Score -5095013 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5095021.000000 Penalty: 1041.042969
	Iteration 26Q: 3 clusters Score -5095021 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -5095029.500000 Penalty: 1041.042969
	Iteration 27Q: 3 clusters Score -5095030 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -5095031.000000 Penalty: 1041.042969
	Iteration 28Q: 3 clusters Score -5095031 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5095032.000000 Penalty: 1041.042969
	Iteration 29Q: 3 clusters Score -5095032 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -5095017.000000 Penalty: 1041.042969
	Iteration 30Q: 3 clusters Score -5095017 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -5095003.500000 Penalty: 1041.042969
	Iteration 31Q: 3 clusters Score -5095004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -5094996.000000 Penalty: 1041.042969
	Iteration 32Q: 3 clusters Score -5094996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5094977.500000 Penalty: 1041.042969
	Iteration 33Q: 3 clusters Score -5094978 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -5094962.500000 Penalty: 1041.042969
	Iteration 34Q: 3 clusters Score -5094962 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -5094976.000000 Penalty: 1041.042969
	Iteration 35Q: 3 clusters Score -5094976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5094978.500000 Penalty: 1041.042969
	Iteration 36Q: 3 clusters Score -5094978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
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Mstep: Class 1 contains 52597 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -5094983.000000 Penalty: 1041.042969
	Iteration 130Q: 3 clusters Score -5094983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -5094987.000000 Penalty: 1041.042969
	Iteration 131Q: 3 clusters Score -5094987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -5094987.000000 Penalty: 1041.042969
	Iteration 132F: 3 clusters Score -5094987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 77851 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 50465 members 
Mstep: Class 6 contains 28670 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 8 contains 161449 members 
Mstep: Class 9 contains 78231 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 90489 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 84145 members 
Mstep: Class 17 contains 68018 members 
Mstep: Class 18 contains 20260 members 
Mstep: Class 19 contains 103403 members 
Mstep: Class 20 contains 14025 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 38575 members 
Mstep: Class 24 contains 13759 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 22915 members 
Mstep: Class 27 contains 142068 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 4755 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 73678 members 
Mstep: Class 32 contains 803 members 
Mstep: Class 33 contains 19021 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 91211 members 
Mstep: Class 37 contains 8623 members 
Mstep: Class 38 contains 60858 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 49010 members 
Mstep: Class 42 contains 84393 members 
Mstep: Class 43 contains 79780 members 
Mstep: Class 44 contains 1196 members 
Mstep: Class 45 contains 43960 members 
Entering Unmasked Estep 
Score: -87411872.000000 Penalty: 29409.876953
Splitting cluster 41 changes total score from -87409512.000000 to -87411872.000000
So it's getting split into cluster 45.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 77851 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 50465 members 
Mstep: Class 6 contains 28670 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 8 contains 161449 members 
Mstep: Class 9 contains 78231 members 
Mstep: Class 10 contains 4754 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 90489 members 
Mstep: Class 15 contains 12147 members 
Mstep: Class 16 contains 84145 members 
Mstep: Class 17 contains 68018 members 
Mstep: Class 18 contains 20260 members 
Mstep: Class 19 contains 103403 members 
Mstep: Class 20 contains 14025 members 
Mstep: Class 21 contains 13324 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 38575 members 
Mstep: Class 24 contains 13759 members 
Mstep: Class 25 contains 2288 members 
Mstep: Class 26 contains 22915 members 
Mstep: Class 27 contains 142068 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 4755 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 73678 members 
Mstep: Class 32 contains 803 members 
Mstep: Class 33 contains 19021 members 
Mstep: Class 34 contains 281 members 
Mstep: Class 35 contains 2255 members 
Mstep: Class 36 contains 91211 members 
Mstep: Class 37 contains 8623 members 
Mstep: Class 38 contains 60858 members 
Mstep: Class 39 contains 7047 members 
Mstep: Class 40 contains 3768 members 
Mstep: Class 41 contains 49010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87415992.000000 Penalty: 29409.876953
Iteration 159Q: 46 clusters Score -8.741599e+07 nChanged 18984
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 62946 members 
Mstep: Class 3 contains 77630 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 50312 members 
Mstep: Class 6 contains 29457 members 
Mstep: Class 7 contains 4855 members 
Mstep: Class 8 contains 161713 members 
Mstep: Class 9 contains 78687 members 
Mstep: Class 10 contains 4795 members 
Mstep: Class 11 contains 14752 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 91044 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 16 contains 83953 members 
Mstep: Class 17 contains 70223 members 
Mstep: Class 18 contains 20502 members 
Mstep: Class 19 contains 104094 members 
Mstep: Class 20 contains 14524 members 
Mstep: Class 21 contains 13035 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 38010 members 
Mstep: Class 24 contains 13879 members 
Mstep: Class 25 contains 2280 members 
Mstep: Class 26 contains 23190 members 
Mstep: Class 27 contains 142331 members 
Mstep: Class 28 contains 164 members 
Mstep: Class 29 contains 4919 members 
Mstep: Class 30 contains 9513 members 
Mstep: Class 31 contains 73893 members 
Mstep: Class 32 contains 824 members 
Mstep: Class 33 contains 19104 members 
Mstep: Class 34 contains 283 members 
Mstep: Class 35 contains 2267 members 
Mstep: Class 36 contains 92342 members 
Mstep: Class 37 contains 8623 members 
Mstep: Class 38 contains 59507 members 
Mstep: Class 39 contains 7046 members 
Mstep: Class 40 contains 3680 members 
Mstep: Class 41 contains 49588 members 
Mstep: Class 42 contains 80647 members 
Mstep: Class 43 contains 77850 members 
Mstep: Class 44 contains 1105 members 
Mstep: Class 45 contains 43579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419216.000000 Penalty: 29409.876953
Iteration 160F: 46 clusters Score -8.741922e+07 nChanged 18993
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 63159 members 
Mstep: Class 3 contains 77220 members 
Mstep: Class 4 contains 1409 members 
Mstep: Class 5 contains 50142 members 
Mstep: Class 6 contains 30251 members 
Mstep: Class 7 contains 4854 members 
Mstep: Class 8 contains 161144 members 
Mstep: Class 9 contains 78034 members 
Mstep: Class 10 contains 4837 members 
Mstep: Class 11 contains 14722 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 7974 members 
Mstep: Class 14 contains 91186 members 
Mstep: Class 15 contains 12141 members 
Mstep: Class 16 contains 83689 members 
Mstep: Class 17 contains 71375 members 
Mstep: Class 18 contains 20665 members 
Mstep: Class 19 contains 104555 members 
Mstep: Class 20 contains 14961 members 
Mstep: Class 21 contains 12700 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 37451 members 
Mstep: Class 24 contains 13943 members 
Mstep: Class 25 contains 2269 members 
Mstep: Class 26 contains 23442 members 
Mstep: Class 27 contains 141957 members 
Mstep: Class 28 contains 163 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 73919 members 
Mstep: Class 32 contains 845 members 
Mstep: Class 33 contains 19188 members 
Mstep: Class 34 contains 284 members 
Mstep: Class 35 contains 2276 members 
Mstep: Class 36 contains 93216 members 
Mstep: Class 37 contains 8627 members 
Mstep: Class 38 contains 58068 members 
Mstep: Class 39 contains 7041 members 
Mstep: Class 40 contains 3628 members 
Mstep: Class 41 contains 50082 members 
Mstep: Class 42 contains 81744 members 
Mstep: Class 43 contains 76269 members 
Mstep: Class 44 contains 1169 members 
Mstep: Class 45 contains 43598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419984.000000 Penalty: 29409.876953
Iteration 161Q: 46 clusters Score -8.741998e+07 nChanged 15890
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 63344 members 
Mstep: Class 3 contains 76989 members 
Mstep: Class 4 contains 1394 members 
Mstep: Class 5 contains 49973 members 
Mstep: Class 6 contains 31016 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 8 contains 160690 members 
Mstep: Class 9 contains 77668 members 
Mstep: Class 10 contains 4879 members 
Mstep: Class 11 contains 14691 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 91198 members 
Mstep: Class 15 contains 12143 members 
Mstep: Class 16 contains 83406 members 
Mstep: Class 17 contains 72502 members 
Mstep: Class 18 contains 20820 members 
Mstep: Class 19 contains 104953 members 
Mstep: Class 20 contains 15345 members 
Mstep: Class 21 contains 12358 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 36988 members 
Mstep: Class 24 contains 14001 members 
Mstep: Class 25 contains 2254 members 
Mstep: Class 26 contains 23682 members 
Mstep: Class 27 contains 141693 members 
Mstep: Class 28 contains 163 members 
Mstep: Class 29 contains 5073 members 
Mstep: Class 30 contains 9455 members 
Mstep: Class 31 contains 73983 members 
Mstep: Class 32 contains 870 members 
Mstep: Class 33 contains 19272 members 
Mstep: Class 34 contains 285 members 
Mstep: Class 35 contains 2285 members 
Mstep: Class 36 contains 93936 members 
Mstep: Class 37 contains 8625 members 
Mstep: Class 38 contains 56605 members 
Mstep: Class 39 contains 7043 members 
Mstep: Class 40 contains 3577 members 
Mstep: Class 41 contains 50588 members 
Mstep: Class 42 contains 83108 members 
Mstep: Class 43 contains 74351 members 
Mstep: Class 44 contains 1211 members 
Mstep: Class 45 contains 43447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419888.000000 Penalty: 29409.876953
Iteration 162Q: 46 clusters Score -8.741989e+07 nChanged 15473
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 63498 members 
Mstep: Class 3 contains 76825 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 49794 members 
Mstep: Class 6 contains 31775 members 
Mstep: Class 7 contains 4853 members 
Mstep: Class 8 contains 160256 members 
Mstep: Class 9 contains 77366 members 
Mstep: Class 10 contains 4919 members 
Mstep: Class 11 contains 14688 members 
Mstep: Class 12 contains 1102 members 
Mstep: Class 13 contains 8250 members 
Mstep: Class 14 contains 91102 members 
Mstep: Class 15 contains 12143 members 
Mstep: Class 16 contains 83110 members 
Mstep: Class 17 contains 73600 members 
Mstep: Class 18 contains 20925 members 
Mstep: Class 19 contains 105355 members 
Mstep: Class 20 contains 15686 members 
Mstep: Class 21 contains 12015 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 36526 members 
Mstep: Class 24 contains 14051 members 
Mstep: Class 25 contains 2237 members 
Mstep: Class 26 contains 23905 members 
Mstep: Class 27 contains 141512 members 
Mstep: Class 28 contains 163 members 
Mstep: Class 29 contains 5143 members 
Mstep: Class 30 contains 9433 members 
Mstep: Class 31 contains 74068 members 
Mstep: Class 32 contains 888 members 
Mstep: Class 33 contains 19357 members 
Mstep: Class 34 contains 285 members 
Mstep: Class 35 contains 2295 members 
Mstep: Class 36 contains 94626 members 
Mstep: Class 37 contains 8624 members 
Mstep: Class 38 contains 55233 members 
Mstep: Class 39 contains 7041 members 
Mstep: Class 40 contains 3548 members 
Mstep: Class 41 contains 51078 members 
Mstep: Class 42 contains 84986 members 
Mstep: Class 43 contains 72066 members 
Mstep: Class 44 contains 1231 members 
Mstep: Class 45 contains 43253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420336.000000 Penalty: 29409.876953
Iteration 163Q: 46 clusters Score -8.742034e+07 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 63664 members 
Mstep: Class 3 contains 76726 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 49616 members 
Mstep: Class 6 contains 32489 members 
Mstep: Class 7 contains 4862 members 
Mstep: Class 8 contains 159960 members 
Mstep: Class 9 contains 77156 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 14686 members 
Mstep: Class 12 contains 1106 members 
Mstep: Class 13 contains 8380 members 
Mstep: Class 14 contains 90987 members 
Mstep: Class 15 contains 12132 members 
Mstep: Class 16 contains 82847 members 
Mstep: Class 17 contains 74576 members 
Mstep: Class 18 contains 21009 members 
Mstep: Class 19 contains 105702 members 
Mstep: Class 20 contains 15991 members 
Mstep: Class 21 contains 11658 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 36086 members 
Mstep: Class 24 contains 14116 members 
Mstep: Class 25 contains 2210 members 
Mstep: Class 26 contains 24098 members 
Mstep: Class 27 contains 141324 members 
Mstep: Class 28 contains 163 members 
Mstep: Class 29 contains 5224 members 
Mstep: Class 30 contains 9435 members 
Mstep: Class 31 contains 74189 members 
Mstep: Class 32 contains 899 members 
Mstep: Class 33 contains 19430 members 
Mstep: Class 34 contains 285 members 
Mstep: Class 35 contains 2305 members 
Mstep: Class 36 contains 95198 members 
Mstep: Class 37 contains 8620 members 
Mstep: Class 38 contains 53880 members 
Mstep: Class 39 contains 7036 members 
Mstep: Class 40 contains 3529 members 
Mstep: Class 41 contains 51584 members 
Mstep: Class 42 contains 87239 members 
Mstep: Class 43 contains 69441 members 
Mstep: Class 44 contains 1253 members 
Mstep: Class 45 contains 43037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420968.000000 Penalty: 29409.876953
Iteration 164Q: 46 clusters Score -8.742097e+07 nChanged 15351
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66931 members 
Mstep: Class 2 contains 63760 members 
Mstep: Class 3 contains 76699 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 49443 members 
Mstep: Class 6 contains 33175 members 
Mstep: Class 7 contains 4868 members 
Mstep: Class 8 contains 159717 members 
Mstep: Class 9 contains 77060 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 14690 members 
Mstep: Class 12 contains 1112 members 
Mstep: Class 13 contains 8513 members 
Mstep: Class 14 contains 90820 members 
Mstep: Class 15 contains 12124 members 
Mstep: Class 16 contains 82618 members 
Mstep: Class 17 contains 75425 members 
Mstep: Class 18 contains 21018 members 
Mstep: Class 19 contains 106101 members 
Mstep: Class 20 contains 16260 members 
Mstep: Class 21 contains 11255 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 35706 members 
Mstep: Class 24 contains 14164 members 
Mstep: Class 25 contains 2196 members 
Mstep: Class 26 contains 24262 members 
Mstep: Class 27 contains 141140 members 
Mstep: Class 28 contains 163 members 
Mstep: Class 29 contains 5300 members 
Mstep: Class 30 contains 9409 members 
Mstep: Class 31 contains 74342 members 
Mstep: Class 32 contains 913 members 
Mstep: Class 33 contains 19507 members 
Mstep: Class 34 contains 285 members 
Mstep: Class 35 contains 2316 members 
Mstep: Class 36 contains 95679 members 
Mstep: Class 37 contains 8617 members 
Mstep: Class 38 contains 52657 members 
Mstep: Class 39 contains 7025 members 
Mstep: Class 40 contains 3510 members 
Mstep: Class 41 contains 52059 members 
Mstep: Class 42 contains 89929 members 
Mstep: Class 43 contains 66465 members 
Mstep: Class 44 contains 1273 members 
Mstep: Class 45 contains 42780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421120.000000 Penalty: 29409.876953
Iteration 165Q: 46 clusters Score -8.742112e+07 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 63910 members 
Mstep: Class 3 contains 76737 members 
Mstep: Class 4 contains 1376 members 
Mstep: Class 5 contains 49294 members 
Mstep: Class 6 contains 33826 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 159464 members 
Mstep: Class 9 contains 77020 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 14697 members 
Mstep: Class 12 contains 1119 members 
Mstep: Class 13 contains 8638 members 
Mstep: Class 14 contains 90645 members 
Mstep: Class 15 contains 12123 members 
Mstep: Class 16 contains 82440 members 
Mstep: Class 17 contains 76175 members 
Mstep: Class 18 contains 21026 members 
Mstep: Class 19 contains 106479 members 
Mstep: Class 20 contains 16492 members 
Mstep: Class 21 contains 10852 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 35314 members 
Mstep: Class 24 contains 14209 members 
Mstep: Class 25 contains 2174 members 
Mstep: Class 26 contains 24443 members 
Mstep: Class 27 contains 141022 members 
Mstep: Class 28 contains 162 members 
Mstep: Class 29 contains 5399 members 
Mstep: Class 30 contains 9374 members 
Mstep: Class 31 contains 74464 members 
Mstep: Class 32 contains 925 members 
Mstep: Class 33 contains 19570 members 
Mstep: Class 34 contains 285 members 
Mstep: Class 35 contains 2326 members 
Mstep: Class 36 contains 96081 members 
Mstep: Class 37 contains 8617 members 
Mstep: Class 38 contains 51431 members 
Mstep: Class 39 contains 7013 members 
Mstep: Class 40 contains 3492 members 
Mstep: Class 41 contains 52466 members 
Mstep: Class 42 contains 92943 members 
Mstep: Class 43 contains 63194 members 
Mstep: Class 44 contains 1295 members 
Mstep: Class 45 contains 42570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421016.000000 Penalty: 29409.876953
Iteration 166Q: 46 clusters Score -8.742102e+07 nChanged 15887
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66508 members 
Mstep: Class 2 contains 64043 members 
Mstep: Class 3 contains 76784 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 49156 members 
Mstep: Class 6 contains 34510 members 
Mstep: Class 7 contains 4870 members 
Mstep: Class 8 contains 159272 members 
Mstep: Class 9 contains 77039 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 14702 members 
Mstep: Class 12 contains 1128 members 
Mstep: Class 13 contains 8758 members 
Mstep: Class 14 contains 90470 members 
Mstep: Class 15 contains 12111 members 
Mstep: Class 16 contains 82258 members 
Mstep: Class 17 contains 76721 members 
Mstep: Class 18 contains 21038 members 
Mstep: Class 19 contains 106835 members 
Mstep: Class 20 contains 16695 members 
Mstep: Class 21 contains 10461 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 34922 members 
Mstep: Class 24 contains 14239 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 24629 members 
Mstep: Class 27 contains 140909 members 
Mstep: Class 28 contains 163 members 
Mstep: Class 29 contains 5512 members 
Mstep: Class 30 contains 9355 members 
Mstep: Class 31 contains 74600 members 
Mstep: Class 32 contains 935 members 
Mstep: Class 33 contains 19623 members 
Mstep: Class 34 contains 285 members 
Mstep: Class 35 contains 2331 members 
Mstep: Class 36 contains 96365 members 
Mstep: Class 37 contains 8616 members 
Mstep: Class 38 contains 50261 members 
Mstep: Class 39 contains 6999 members 
Mstep: Class 40 contains 3470 members 
Mstep: Class 41 contains 52951 members 
Mstep: Class 42 contains 96154 members 
Mstep: Class 43 contains 59749 members 
Mstep: Class 44 contains 1319 members 
Mstep: Class 45 contains 42336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420528.000000 Penalty: 29409.876953
Iteration 167Q: 46 clusters Score -8.742053e+07 nChanged 16146
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 64130 members 
Mstep: Class 3 contains 76811 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 49017 members 
Mstep: Class 6 contains 35229 members 
Mstep: Class 7 contains 4882 members 
Mstep: Class 8 contains 159148 members 
Mstep: Class 9 contains 77152 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 14719 members 
Mstep: Class 12 contains 1132 members 
Mstep: Class 13 contains 8844 members 
Mstep: Class 14 contains 90310 members 
Mstep: Class 15 contains 12083 members 
Mstep: Class 16 contains 82088 members 
Mstep: Class 17 contains 76942 members 
Mstep: Class 18 contains 21002 members 
Mstep: Class 19 contains 107231 members 
Mstep: Class 20 contains 16862 members 
Mstep: Class 21 contains 10095 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 34551 members 
Mstep: Class 24 contains 14261 members 
Mstep: Class 25 contains 2157 members 
Mstep: Class 26 contains 24816 members 
Mstep: Class 27 contains 140834 members 
Mstep: Class 28 contains 163 members 
Mstep: Class 29 contains 5619 members 
Mstep: Class 30 contains 9355 members 
Mstep: Class 31 contains 74736 members 
Mstep: Class 32 contains 945 members 
Mstep: Class 33 contains 19674 members 
Mstep: Class 34 contains 286 members 
Mstep: Class 35 contains 2341 members 
Mstep: Class 36 contains 96460 members 
Mstep: Class 37 contains 8606 members 
Mstep: Class 38 contains 49168 members 
Mstep: Class 39 contains 6979 members 
Mstep: Class 40 contains 3456 members 
Mstep: Class 41 contains 53448 members 
Mstep: Class 42 contains 99616 members 
Mstep: Class 43 contains 56238 members 
Mstep: Class 44 contains 1342 members 
Mstep: Class 45 contains 42059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420592.000000 Penalty: 29409.876953
Iteration 168Q: 46 clusters Score -8.742059e+07 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66414 members 
Mstep: Class 2 contains 64277 members 
Mstep: Class 3 contains 76806 members 
Mstep: Class 4 contains 1373 members 
Mstep: Class 5 contains 48879 members 
Mstep: Class 6 contains 35941 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 159100 members 
Mstep: Class 9 contains 77422 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 14728 members 
Mstep: Class 12 contains 1138 members 
Mstep: Class 13 contains 8908 members 
Mstep: Class 14 contains 90118 members 
Mstep: Class 15 contains 12044 members 
Mstep: Class 16 contains 81823 members 
Mstep: Class 17 contains 76873 members 
Mstep: Class 18 contains 20945 members 
Mstep: Class 19 contains 107545 members 
Mstep: Class 20 contains 17021 members 
Mstep: Class 21 contains 9735 members 
Mstep: Class 22 contains 2623 members 
Mstep: Class 23 contains 34250 members 
Mstep: Class 24 contains 14260 members 
Mstep: Class 25 contains 2152 members 
Mstep: Class 26 contains 25000 members 
Mstep: Class 27 contains 140771 members 
Mstep: Class 28 contains 163 members 
Mstep: Class 29 contains 5724 members 
Mstep: Class 30 contains 9329 members 
Mstep: Class 31 contains 74842 members 
Mstep: Class 32 contains 948 members 
Mstep: Class 33 contains 19717 members 
Mstep: Class 34 contains 286 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 96414 members 
Mstep: Class 37 contains 8599 members 
Mstep: Class 38 contains 48209 members 
Mstep: Class 39 contains 6972 members 
Mstep: Class 40 contains 3434 members 
Mstep: Class 41 contains 53964 members 
Mstep: Class 42 contains 103229 members 
Mstep: Class 43 contains 52771 members 
Mstep: Class 44 contains 1351 members 
Mstep: Class 45 contains 41831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420480.000000 Penalty: 29409.876953
Iteration 169Q: 46 clusters Score -8.742048e+07 nChanged 16274
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 64333 members 
Mstep: Class 3 contains 76805 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 48761 members 
Mstep: Class 6 contains 36610 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 159038 members 
Mstep: Class 9 contains 77798 members 
Mstep: Class 10 contains 5119 members 
Mstep: Class 11 contains 14737 members 
Mstep: Class 12 contains 1146 members 
Mstep: Class 13 contains 8973 members 
Mstep: Class 14 contains 89933 members 
Mstep: Class 15 contains 12017 members 
Mstep: Class 16 contains 81557 members 
Mstep: Class 17 contains 76333 members 
Mstep: Class 18 contains 20933 members 
Mstep: Class 19 contains 107789 members 
Mstep: Class 20 contains 17158 members 
Mstep: Class 21 contains 9404 members 
Mstep: Class 22 contains 2624 members 
Mstep: Class 23 contains 33948 members 
Mstep: Class 24 contains 14257 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 25178 members 
Mstep: Class 27 contains 140757 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 5815 members 
Mstep: Class 30 contains 9304 members 
Mstep: Class 31 contains 74969 members 
Mstep: Class 32 contains 949 members 
Mstep: Class 33 contains 19771 members 
Mstep: Class 34 contains 286 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 96352 members 
Mstep: Class 37 contains 8591 members 
Mstep: Class 38 contains 47354 members 
Mstep: Class 39 contains 6960 members 
Mstep: Class 40 contains 3404 members 
Mstep: Class 41 contains 54582 members 
Mstep: Class 42 contains 106979 members 
Mstep: Class 43 contains 49474 members 
Mstep: Class 44 contains 1362 members 
Mstep: Class 45 contains 41557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420744.000000 Penalty: 29409.876953
Iteration 170Q: 46 clusters Score -8.742074e+07 nChanged 15962
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 64430 members 
Mstep: Class 3 contains 76741 members 
Mstep: Class 4 contains 1367 members 
Mstep: Class 5 contains 48654 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 158970 members 
Mstep: Class 9 contains 78248 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 14743 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 89711 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 81286 members 
Mstep: Class 17 contains 75529 members 
Mstep: Class 18 contains 20901 members 
Mstep: Class 19 contains 107953 members 
Mstep: Class 20 contains 17278 members 
Mstep: Class 21 contains 9092 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 33665 members 
Mstep: Class 24 contains 14217 members 
Mstep: Class 25 contains 2144 members 
Mstep: Class 26 contains 25347 members 
Mstep: Class 27 contains 140775 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 5888 members 
Mstep: Class 30 contains 9278 members 
Mstep: Class 31 contains 75106 members 
Mstep: Class 32 contains 957 members 
Mstep: Class 33 contains 19823 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 2365 members 
Mstep: Class 36 contains 96268 members 
Mstep: Class 37 contains 8588 members 
Mstep: Class 38 contains 46566 members 
Mstep: Class 39 contains 6953 members 
Mstep: Class 40 contains 3389 members 
Mstep: Class 41 contains 55208 members 
Mstep: Class 42 contains 110789 members 
Mstep: Class 43 contains 46399 members 
Mstep: Class 44 contains 1365 members 
Mstep: Class 45 contains 41309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420992.000000 Penalty: 29409.876953
Iteration 171Q: 46 clusters Score -8.742099e+07 nChanged 15659
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 64541 members 
Mstep: Class 3 contains 76664 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 48564 members 
Mstep: Class 6 contains 37923 members 
Mstep: Class 7 contains 4883 members 
Mstep: Class 8 contains 158949 members 
Mstep: Class 9 contains 78779 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 14746 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 8995 members 
Mstep: Class 14 contains 89464 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 80931 members 
Mstep: Class 17 contains 74320 members 
Mstep: Class 18 contains 20874 members 
Mstep: Class 19 contains 108172 members 
Mstep: Class 20 contains 17360 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 33450 members 
Mstep: Class 24 contains 14188 members 
Mstep: Class 25 contains 2133 members 
Mstep: Class 26 contains 25538 members 
Mstep: Class 27 contains 140762 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 5958 members 
Mstep: Class 30 contains 9260 members 
Mstep: Class 31 contains 75224 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 19873 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 2368 members 
Mstep: Class 36 contains 96146 members 
Mstep: Class 37 contains 8581 members 
Mstep: Class 38 contains 45829 members 
Mstep: Class 39 contains 6944 members 
Mstep: Class 40 contains 3376 members 
Mstep: Class 41 contains 55838 members 
Mstep: Class 42 contains 114553 members 
Mstep: Class 43 contains 43648 members 
Mstep: Class 44 contains 1373 members 
Mstep: Class 45 contains 41064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421816.000000 Penalty: 29409.876953
Iteration 172Q: 46 clusters Score -8.742182e+07 nChanged 15506
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 64572 members 
Mstep: Class 3 contains 76571 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 48490 members 
Mstep: Class 6 contains 38612 members 
Mstep: Class 7 contains 4881 members 
Mstep: Class 8 contains 158976 members 
Mstep: Class 9 contains 79399 members 
Mstep: Class 10 contains 5177 members 
Mstep: Class 11 contains 14732 members 
Mstep: Class 12 contains 1167 members 
Mstep: Class 13 contains 8997 members 
Mstep: Class 14 contains 89189 members 
Mstep: Class 15 contains 12043 members 
Mstep: Class 16 contains 80586 members 
Mstep: Class 17 contains 72562 members 
Mstep: Class 18 contains 20799 members 
Mstep: Class 19 contains 108363 members 
Mstep: Class 20 contains 17447 members 
Mstep: Class 21 contains 8435 members 
Mstep: Class 22 contains 2626 members 
Mstep: Class 23 contains 33303 members 
Mstep: Class 24 contains 14158 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 25730 members 
Mstep: Class 27 contains 140779 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6035 members 
Mstep: Class 30 contains 9232 members 
Mstep: Class 31 contains 75341 members 
Mstep: Class 32 contains 966 members 
Mstep: Class 33 contains 19922 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 2368 members 
Mstep: Class 36 contains 96071 members 
Mstep: Class 37 contains 8572 members 
Mstep: Class 38 contains 45151 members 
Mstep: Class 39 contains 6932 members 
Mstep: Class 40 contains 3365 members 
Mstep: Class 41 contains 56528 members 
Mstep: Class 42 contains 118185 members 
Mstep: Class 43 contains 41347 members 
Mstep: Class 44 contains 1381 members 
Mstep: Class 45 contains 40805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421760.000000 Penalty: 29409.876953
Iteration 173Q: 46 clusters Score -8.742176e+07 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 64633 members 
Mstep: Class 3 contains 76500 members 
Mstep: Class 4 contains 1368 members 
Mstep: Class 5 contains 48418 members 
Mstep: Class 6 contains 39308 members 
Mstep: Class 7 contains 4886 members 
Mstep: Class 8 contains 159033 members 
Mstep: Class 9 contains 80031 members 
Mstep: Class 10 contains 5202 members 
Mstep: Class 11 contains 14716 members 
Mstep: Class 12 contains 1173 members 
Mstep: Class 13 contains 9010 members 
Mstep: Class 14 contains 88948 members 
Mstep: Class 15 contains 12044 members 
Mstep: Class 16 contains 80221 members 
Mstep: Class 17 contains 70322 members 
Mstep: Class 18 contains 20696 members 
Mstep: Class 19 contains 108485 members 
Mstep: Class 20 contains 17487 members 
Mstep: Class 21 contains 8122 members 
Mstep: Class 22 contains 2624 members 
Mstep: Class 23 contains 33189 members 
Mstep: Class 24 contains 14142 members 
Mstep: Class 25 contains 2120 members 
Mstep: Class 26 contains 25946 members 
Mstep: Class 27 contains 140809 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6139 members 
Mstep: Class 30 contains 9197 members 
Mstep: Class 31 contains 75372 members 
Mstep: Class 32 contains 969 members 
Mstep: Class 33 contains 19972 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 95991 members 
Mstep: Class 37 contains 8564 members 
Mstep: Class 38 contains 44557 members 
Mstep: Class 39 contains 6911 members 
Mstep: Class 40 contains 3347 members 
Mstep: Class 41 contains 57232 members 
Mstep: Class 42 contains 121651 members 
Mstep: Class 43 contains 39505 members 
Mstep: Class 44 contains 1384 members 
Mstep: Class 45 contains 40628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420720.000000 Penalty: 29409.876953
Iteration 174Q: 46 clusters Score -8.742072e+07 nChanged 14574
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 64652 members 
Mstep: Class 3 contains 76415 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 48332 members 
Mstep: Class 6 contains 40028 members 
Mstep: Class 7 contains 4884 members 
Mstep: Class 8 contains 159102 members 
Mstep: Class 9 contains 80722 members 
Mstep: Class 10 contains 5227 members 
Mstep: Class 11 contains 14693 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 13 contains 9042 members 
Mstep: Class 14 contains 88729 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 79895 members 
Mstep: Class 17 contains 67661 members 
Mstep: Class 18 contains 20580 members 
Mstep: Class 19 contains 108598 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 7812 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 33063 members 
Mstep: Class 24 contains 14142 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 140827 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6240 members 
Mstep: Class 30 contains 9147 members 
Mstep: Class 31 contains 75409 members 
Mstep: Class 32 contains 969 members 
Mstep: Class 33 contains 20045 members 
Mstep: Class 34 contains 287 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 95914 members 
Mstep: Class 37 contains 8562 members 
Mstep: Class 38 contains 44010 members 
Mstep: Class 39 contains 6902 members 
Mstep: Class 40 contains 3322 members 
Mstep: Class 41 contains 57982 members 
Mstep: Class 42 contains 124983 members 
Mstep: Class 43 contains 38099 members 
Mstep: Class 44 contains 1388 members 
Mstep: Class 45 contains 40446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420568.000000 Penalty: 29409.876953
Iteration 175Q: 46 clusters Score -8.742057e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 64709 members 
Mstep: Class 3 contains 76337 members 
Mstep: Class 4 contains 1378 members 
Mstep: Class 5 contains 48269 members 
Mstep: Class 6 contains 40720 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 159167 members 
Mstep: Class 9 contains 81408 members 
Mstep: Class 10 contains 5247 members 
Mstep: Class 11 contains 14665 members 
Mstep: Class 12 contains 1178 members 
Mstep: Class 13 contains 9084 members 
Mstep: Class 14 contains 88608 members 
Mstep: Class 15 contains 12085 members 
Mstep: Class 16 contains 79637 members 
Mstep: Class 17 contains 64811 members 
Mstep: Class 18 contains 20432 members 
Mstep: Class 19 contains 108673 members 
Mstep: Class 20 contains 17505 members 
Mstep: Class 21 contains 7521 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 32958 members 
Mstep: Class 24 contains 14155 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 26336 members 
Mstep: Class 27 contains 140876 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6325 members 
Mstep: Class 30 contains 9104 members 
Mstep: Class 31 contains 75431 members 
Mstep: Class 32 contains 970 members 
Mstep: Class 33 contains 20114 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2375 members 
Mstep: Class 36 contains 95842 members 
Mstep: Class 37 contains 8554 members 
Mstep: Class 38 contains 43403 members 
Mstep: Class 39 contains 6897 members 
Mstep: Class 40 contains 3300 members 
Mstep: Class 41 contains 58755 members 
Mstep: Class 42 contains 127785 members 
Mstep: Class 43 contains 37229 members 
Mstep: Class 44 contains 1388 members 
Mstep: Class 45 contains 40277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420688.000000 Penalty: 29409.876953
Iteration 176Q: 46 clusters Score -8.742069e+07 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 64767 members 
Mstep: Class 3 contains 76294 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 48201 members 
Mstep: Class 6 contains 41447 members 
Mstep: Class 7 contains 4871 members 
Mstep: Class 8 contains 159246 members 
Mstep: Class 9 contains 82145 members 
Mstep: Class 10 contains 5271 members 
Mstep: Class 11 contains 14639 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 9136 members 
Mstep: Class 14 contains 88505 members 
Mstep: Class 15 contains 12116 members 
Mstep: Class 16 contains 79397 members 
Mstep: Class 17 contains 61773 members 
Mstep: Class 18 contains 20268 members 
Mstep: Class 19 contains 108711 members 
Mstep: Class 20 contains 17502 members 
Mstep: Class 21 contains 7246 members 
Mstep: Class 22 contains 2627 members 
Mstep: Class 23 contains 32838 members 
Mstep: Class 24 contains 14180 members 
Mstep: Class 25 contains 2079 members 
Mstep: Class 26 contains 26514 members 
Mstep: Class 27 contains 140894 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6401 members 
Mstep: Class 30 contains 9057 members 
Mstep: Class 31 contains 75481 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 20189 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2378 members 
Mstep: Class 36 contains 95767 members 
Mstep: Class 37 contains 8548 members 
Mstep: Class 38 contains 42796 members 
Mstep: Class 39 contains 6883 members 
Mstep: Class 40 contains 3281 members 
Mstep: Class 41 contains 59547 members 
Mstep: Class 42 contains 130455 members 
Mstep: Class 43 contains 36549 members 
Mstep: Class 44 contains 1392 members 
Mstep: Class 45 contains 40109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420152.000000 Penalty: 29409.876953
Iteration 177Q: 46 clusters Score -8.742015e+07 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 64906 members 
Mstep: Class 3 contains 76299 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 48138 members 
Mstep: Class 6 contains 42142 members 
Mstep: Class 7 contains 4867 members 
Mstep: Class 8 contains 159352 members 
Mstep: Class 9 contains 82821 members 
Mstep: Class 10 contains 5287 members 
Mstep: Class 11 contains 14623 members 
Mstep: Class 12 contains 1181 members 
Mstep: Class 13 contains 9183 members 
Mstep: Class 14 contains 88468 members 
Mstep: Class 15 contains 12151 members 
Mstep: Class 16 contains 79221 members 
Mstep: Class 17 contains 58542 members 
Mstep: Class 18 contains 20059 members 
Mstep: Class 19 contains 108766 members 
Mstep: Class 20 contains 17478 members 
Mstep: Class 21 contains 6975 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 32735 members 
Mstep: Class 24 contains 14223 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 26708 members 
Mstep: Class 27 contains 140960 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6481 members 
Mstep: Class 30 contains 9017 members 
Mstep: Class 31 contains 75550 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 20251 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2376 members 
Mstep: Class 36 contains 95582 members 
Mstep: Class 37 contains 8546 members 
Mstep: Class 38 contains 42189 members 
Mstep: Class 39 contains 6870 members 
Mstep: Class 40 contains 3262 members 
Mstep: Class 41 contains 60250 members 
Mstep: Class 42 contains 133062 members 
Mstep: Class 43 contains 35993 members 
Mstep: Class 44 contains 1400 members 
Mstep: Class 45 contains 39942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419880.000000 Penalty: 29409.876953
Iteration 178Q: 46 clusters Score -8.741988e+07 nChanged 13094
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 65023 members 
Mstep: Class 3 contains 76315 members 
Mstep: Class 4 contains 1342 members 
Mstep: Class 5 contains 48079 members 
Mstep: Class 6 contains 42839 members 
Mstep: Class 7 contains 4865 members 
Mstep: Class 8 contains 159492 members 
Mstep: Class 9 contains 83505 members 
Mstep: Class 10 contains 5301 members 
Mstep: Class 11 contains 14610 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 9252 members 
Mstep: Class 14 contains 88479 members 
Mstep: Class 15 contains 12184 members 
Mstep: Class 16 contains 79067 members 
Mstep: Class 17 contains 55169 members 
Mstep: Class 18 contains 19814 members 
Mstep: Class 19 contains 108853 members 
Mstep: Class 20 contains 17452 members 
Mstep: Class 21 contains 6722 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 32660 members 
Mstep: Class 24 contains 14276 members 
Mstep: Class 25 contains 2055 members 
Mstep: Class 26 contains 26902 members 
Mstep: Class 27 contains 141046 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6538 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 75571 members 
Mstep: Class 32 contains 971 members 
Mstep: Class 33 contains 20308 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2377 members 
Mstep: Class 36 contains 95402 members 
Mstep: Class 37 contains 8545 members 
Mstep: Class 38 contains 41583 members 
Mstep: Class 39 contains 6857 members 
Mstep: Class 40 contains 3252 members 
Mstep: Class 41 contains 60999 members 
Mstep: Class 42 contains 135528 members 
Mstep: Class 43 contains 35563 members 
Mstep: Class 44 contains 1409 members 
Mstep: Class 45 contains 39783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419680.000000 Penalty: 29409.876953
Iteration 179Q: 46 clusters Score -8.741968e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 65074 members 
Mstep: Class 3 contains 76308 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 48026 members 
Mstep: Class 6 contains 43535 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 159563 members 
Mstep: Class 9 contains 84091 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 14589 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 9322 members 
Mstep: Class 14 contains 88545 members 
Mstep: Class 15 contains 12211 members 
Mstep: Class 16 contains 78884 members 
Mstep: Class 17 contains 51943 members 
Mstep: Class 18 contains 19581 members 
Mstep: Class 19 contains 108840 members 
Mstep: Class 20 contains 17413 members 
Mstep: Class 21 contains 6484 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 32624 members 
Mstep: Class 24 contains 14308 members 
Mstep: Class 25 contains 2047 members 
Mstep: Class 26 contains 27092 members 
Mstep: Class 27 contains 141073 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6585 members 
Mstep: Class 30 contains 8924 members 
Mstep: Class 31 contains 75551 members 
Mstep: Class 32 contains 971 members 
Mstep: Class 33 contains 20365 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2377 members 
Mstep: Class 36 contains 95224 members 
Mstep: Class 37 contains 8542 members 
Mstep: Class 38 contains 41014 members 
Mstep: Class 39 contains 6849 members 
Mstep: Class 40 contains 3240 members 
Mstep: Class 41 contains 61830 members 
Mstep: Class 42 contains 138044 members 
Mstep: Class 43 contains 35266 members 
Mstep: Class 44 contains 1417 members 
Mstep: Class 45 contains 39649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87420752.000000 Penalty: 29409.876953
Iteration 180F: 46 clusters Score -8.742075e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 65159 members 
Mstep: Class 3 contains 76277 members 
Mstep: Class 4 contains 1340 members 
Mstep: Class 5 contains 47969 members 
Mstep: Class 6 contains 44207 members 
Mstep: Class 7 contains 4853 members 
Mstep: Class 8 contains 159538 members 
Mstep: Class 9 contains 84433 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 14569 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 9336 members 
Mstep: Class 14 contains 88481 members 
Mstep: Class 15 contains 12223 members 
Mstep: Class 16 contains 78696 members 
Mstep: Class 17 contains 49802 members 
Mstep: Class 18 contains 19371 members 
Mstep: Class 19 contains 108751 members 
Mstep: Class 20 contains 17328 members 
Mstep: Class 21 contains 6274 members 
Mstep: Class 22 contains 2655 members 
Mstep: Class 23 contains 32596 members 
Mstep: Class 24 contains 14279 members 
Mstep: Class 25 contains 2038 members 
Mstep: Class 26 contains 27325 members 
Mstep: Class 27 contains 140991 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6618 members 
Mstep: Class 30 contains 8894 members 
Mstep: Class 31 contains 75476 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 20419 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2377 members 
Mstep: Class 36 contains 94926 members 
Mstep: Class 37 contains 8537 members 
Mstep: Class 38 contains 40518 members 
Mstep: Class 39 contains 6834 members 
Mstep: Class 40 contains 3232 members 
Mstep: Class 41 contains 62608 members 
Mstep: Class 42 contains 141052 members 
Mstep: Class 43 contains 34408 members 
Mstep: Class 44 contains 1422 members 
Mstep: Class 45 contains 39508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87422568.000000 Penalty: 29409.876953
Iteration 181Q: 46 clusters Score -8.742257e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 65247 members 
Mstep: Class 3 contains 76252 members 
Mstep: Class 4 contains 1341 members 
Mstep: Class 5 contains 47915 members 
Mstep: Class 6 contains 44840 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 8 contains 159376 members 
Mstep: Class 9 contains 84479 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 14543 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 9276 members 
Mstep: Class 14 contains 88406 members 
Mstep: Class 15 contains 12244 members 
Mstep: Class 16 contains 78547 members 
Mstep: Class 17 contains 48366 members 
Mstep: Class 18 contains 19130 members 
Mstep: Class 19 contains 108588 members 
Mstep: Class 20 contains 17174 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 2661 members 
Mstep: Class 23 contains 32570 members 
Mstep: Class 24 contains 14203 members 
Mstep: Class 25 contains 2031 members 
Mstep: Class 26 contains 27550 members 
Mstep: Class 27 contains 140839 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6642 members 
Mstep: Class 30 contains 8864 members 
Mstep: Class 31 contains 75377 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 20473 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2375 members 
Mstep: Class 36 contains 94615 members 
Mstep: Class 37 contains 8528 members 
Mstep: Class 38 contains 40031 members 
Mstep: Class 39 contains 6823 members 
Mstep: Class 40 contains 3228 members 
Mstep: Class 41 contains 63414 members 
Mstep: Class 42 contains 144226 members 
Mstep: Class 43 contains 33642 members 
Mstep: Class 44 contains 1426 members 
Mstep: Class 45 contains 39364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87422416.000000 Penalty: 29409.876953
Iteration 182Q: 46 clusters Score -8.742242e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66479 members 
Mstep: Class 2 contains 65344 members 
Mstep: Class 3 contains 76196 members 
Mstep: Class 4 contains 1345 members 
Mstep: Class 5 contains 47852 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 4849 members 
Mstep: Class 8 contains 159090 members 
Mstep: Class 9 contains 84306 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 11 contains 14527 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 9166 members 
Mstep: Class 14 contains 88291 members 
Mstep: Class 15 contains 12276 members 
Mstep: Class 16 contains 78412 members 
Mstep: Class 17 contains 47634 members 
Mstep: Class 18 contains 18863 members 
Mstep: Class 19 contains 108352 members 
Mstep: Class 20 contains 16952 members 
Mstep: Class 21 contains 5850 members 
Mstep: Class 22 contains 2667 members 
Mstep: Class 23 contains 32568 members 
Mstep: Class 24 contains 14086 members 
Mstep: Class 25 contains 2032 members 
Mstep: Class 26 contains 27780 members 
Mstep: Class 27 contains 140580 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6660 members 
Mstep: Class 30 contains 8852 members 
Mstep: Class 31 contains 75269 members 
Mstep: Class 32 contains 977 members 
Mstep: Class 33 contains 20531 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 94279 members 
Mstep: Class 37 contains 8518 members 
Mstep: Class 38 contains 39546 members 
Mstep: Class 39 contains 6816 members 
Mstep: Class 40 contains 3219 members 
Mstep: Class 41 contains 64209 members 
Mstep: Class 42 contains 147577 members 
Mstep: Class 43 contains 32903 members 
Mstep: Class 44 contains 1427 members 
Mstep: Class 45 contains 39207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421040.000000 Penalty: 29409.876953
Iteration 183Q: 46 clusters Score -8.742104e+07 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 65435 members 
Mstep: Class 3 contains 76232 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 47774 members 
Mstep: Class 6 contains 45878 members 
Mstep: Class 7 contains 4841 members 
Mstep: Class 8 contains 158751 members 
Mstep: Class 9 contains 83980 members 
Mstep: Class 10 contains 5354 members 
Mstep: Class 11 contains 14525 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 9005 members 
Mstep: Class 14 contains 88190 members 
Mstep: Class 15 contains 12311 members 
Mstep: Class 16 contains 78252 members 
Mstep: Class 17 contains 47518 members 
Mstep: Class 18 contains 18631 members 
Mstep: Class 19 contains 108086 members 
Mstep: Class 20 contains 16654 members 
Mstep: Class 21 contains 5657 members 
Mstep: Class 22 contains 2666 members 
Mstep: Class 23 contains 32601 members 
Mstep: Class 24 contains 13917 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 28024 members 
Mstep: Class 27 contains 140337 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 6672 members 
Mstep: Class 30 contains 8872 members 
Mstep: Class 31 contains 75141 members 
Mstep: Class 32 contains 979 members 
Mstep: Class 33 contains 20588 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2371 members 
Mstep: Class 36 contains 93888 members 
Mstep: Class 37 contains 8520 members 
Mstep: Class 38 contains 39086 members 
Mstep: Class 39 contains 6816 members 
Mstep: Class 40 contains 3204 members 
Mstep: Class 41 contains 64950 members 
Mstep: Class 42 contains 150692 members 
Mstep: Class 43 contains 32222 members 
Mstep: Class 44 contains 1433 members 
Mstep: Class 45 contains 39086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419808.000000 Penalty: 29409.876953
Iteration 184Q: 46 clusters Score -8.741981e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 65554 members 
Mstep: Class 3 contains 76428 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 47720 members 
Mstep: Class 6 contains 46301 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 158407 members 
Mstep: Class 9 contains 83485 members 
Mstep: Class 10 contains 5365 members 
Mstep: Class 11 contains 14540 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 8910 members 
Mstep: Class 14 contains 88317 members 
Mstep: Class 15 contains 12350 members 
Mstep: Class 16 contains 78077 members 
Mstep: Class 17 contains 47739 members 
Mstep: Class 18 contains 18363 members 
Mstep: Class 19 contains 107804 members 
Mstep: Class 20 contains 16444 members 
Mstep: Class 21 contains 5461 members 
Mstep: Class 22 contains 2672 members 
Mstep: Class 23 contains 32667 members 
Mstep: Class 24 contains 13737 members 
Mstep: Class 25 contains 2017 members 
Mstep: Class 26 contains 28253 members 
Mstep: Class 27 contains 140086 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 6686 members 
Mstep: Class 30 contains 8944 members 
Mstep: Class 31 contains 75064 members 
Mstep: Class 32 contains 983 members 
Mstep: Class 33 contains 20648 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2371 members 
Mstep: Class 36 contains 93476 members 
Mstep: Class 37 contains 8515 members 
Mstep: Class 38 contains 38636 members 
Mstep: Class 39 contains 6815 members 
Mstep: Class 40 contains 3191 members 
Mstep: Class 41 contains 65748 members 
Mstep: Class 42 contains 153008 members 
Mstep: Class 43 contains 31594 members 
Mstep: Class 44 contains 1434 members 
Mstep: Class 45 contains 38935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418696.000000 Penalty: 29409.876953
Iteration 185Q: 46 clusters Score -8.74187e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 65684 members 
Mstep: Class 3 contains 76646 members 
Mstep: Class 4 contains 1344 members 
Mstep: Class 5 contains 47656 members 
Mstep: Class 6 contains 46731 members 
Mstep: Class 7 contains 4837 members 
Mstep: Class 8 contains 158232 members 
Mstep: Class 9 contains 82935 members 
Mstep: Class 10 contains 5375 members 
Mstep: Class 11 contains 14546 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 8876 members 
Mstep: Class 14 contains 88578 members 
Mstep: Class 15 contains 12369 members 
Mstep: Class 16 contains 77891 members 
Mstep: Class 17 contains 48112 members 
Mstep: Class 18 contains 18143 members 
Mstep: Class 19 contains 107553 members 
Mstep: Class 20 contains 16290 members 
Mstep: Class 21 contains 5266 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 32750 members 
Mstep: Class 24 contains 13556 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 28456 members 
Mstep: Class 27 contains 139885 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6694 members 
Mstep: Class 30 contains 9059 members 
Mstep: Class 31 contains 75041 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 20698 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2374 members 
Mstep: Class 36 contains 93113 members 
Mstep: Class 37 contains 8510 members 
Mstep: Class 38 contains 38254 members 
Mstep: Class 39 contains 6812 members 
Mstep: Class 40 contains 3179 members 
Mstep: Class 41 contains 66620 members 
Mstep: Class 42 contains 154432 members 
Mstep: Class 43 contains 31016 members 
Mstep: Class 44 contains 1436 members 
Mstep: Class 45 contains 38764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418104.000000 Penalty: 29409.876953
Iteration 186Q: 46 clusters Score -8.74181e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 65850 members 
Mstep: Class 3 contains 76849 members 
Mstep: Class 4 contains 1336 members 
Mstep: Class 5 contains 47614 members 
Mstep: Class 6 contains 47189 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 158232 members 
Mstep: Class 9 contains 82367 members 
Mstep: Class 10 contains 5379 members 
Mstep: Class 11 contains 14551 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 8942 members 
Mstep: Class 14 contains 88909 members 
Mstep: Class 15 contains 12395 members 
Mstep: Class 16 contains 77636 members 
Mstep: Class 17 contains 48559 members 
Mstep: Class 18 contains 17900 members 
Mstep: Class 19 contains 107253 members 
Mstep: Class 20 contains 16188 members 
Mstep: Class 21 contains 5097 members 
Mstep: Class 22 contains 2676 members 
Mstep: Class 23 contains 32846 members 
Mstep: Class 24 contains 13403 members 
Mstep: Class 25 contains 2001 members 
Mstep: Class 26 contains 28667 members 
Mstep: Class 27 contains 139763 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6691 members 
Mstep: Class 30 contains 9202 members 
Mstep: Class 31 contains 75000 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 20752 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2380 members 
Mstep: Class 36 contains 92805 members 
Mstep: Class 37 contains 8492 members 
Mstep: Class 38 contains 37932 members 
Mstep: Class 39 contains 6808 members 
Mstep: Class 40 contains 3168 members 
Mstep: Class 41 contains 67478 members 
Mstep: Class 42 contains 155085 members 
Mstep: Class 43 contains 30427 members 
Mstep: Class 44 contains 1436 members 
Mstep: Class 45 contains 38654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417272.000000 Penalty: 29409.876953
Iteration 187Q: 46 clusters Score -8.741727e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 66016 members 
Mstep: Class 3 contains 76977 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 47563 members 
Mstep: Class 6 contains 47683 members 
Mstep: Class 7 contains 4830 members 
Mstep: Class 8 contains 158343 members 
Mstep: Class 9 contains 81846 members 
Mstep: Class 10 contains 5389 members 
Mstep: Class 11 contains 14556 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 9064 members 
Mstep: Class 14 contains 89219 members 
Mstep: Class 15 contains 12426 members 
Mstep: Class 16 contains 77347 members 
Mstep: Class 17 contains 49028 members 
Mstep: Class 18 contains 17681 members 
Mstep: Class 19 contains 106978 members 
Mstep: Class 20 contains 16107 members 
Mstep: Class 21 contains 4908 members 
Mstep: Class 22 contains 2680 members 
Mstep: Class 23 contains 32976 members 
Mstep: Class 24 contains 13270 members 
Mstep: Class 25 contains 1993 members 
Mstep: Class 26 contains 28871 members 
Mstep: Class 27 contains 139685 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6695 members 
Mstep: Class 30 contains 9356 members 
Mstep: Class 31 contains 74970 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 20799 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2381 members 
Mstep: Class 36 contains 92540 members 
Mstep: Class 37 contains 8470 members 
Mstep: Class 38 contains 37626 members 
Mstep: Class 39 contains 6804 members 
Mstep: Class 40 contains 3157 members 
Mstep: Class 41 contains 68355 members 
Mstep: Class 42 contains 155365 members 
Mstep: Class 43 contains 29817 members 
Mstep: Class 44 contains 1437 members 
Mstep: Class 45 contains 38539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416360.000000 Penalty: 29409.876953
Iteration 188Q: 46 clusters Score -8.741636e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 66151 members 
Mstep: Class 3 contains 77044 members 
Mstep: Class 4 contains 1342 members 
Mstep: Class 5 contains 47504 members 
Mstep: Class 6 contains 48166 members 
Mstep: Class 7 contains 4818 members 
Mstep: Class 8 contains 158495 members 
Mstep: Class 9 contains 81312 members 
Mstep: Class 10 contains 5403 members 
Mstep: Class 11 contains 14572 members 
Mstep: Class 12 contains 1218 members 
Mstep: Class 13 contains 9178 members 
Mstep: Class 14 contains 89485 members 
Mstep: Class 15 contains 12453 members 
Mstep: Class 16 contains 77055 members 
Mstep: Class 17 contains 49610 members 
Mstep: Class 18 contains 17506 members 
Mstep: Class 19 contains 106541 members 
Mstep: Class 20 contains 16037 members 
Mstep: Class 21 contains 4714 members 
Mstep: Class 22 contains 2687 members 
Mstep: Class 23 contains 33139 members 
Mstep: Class 24 contains 13161 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 29056 members 
Mstep: Class 27 contains 139655 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6710 members 
Mstep: Class 30 contains 9524 members 
Mstep: Class 31 contains 74951 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 20827 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 2385 members 
Mstep: Class 36 contains 92307 members 
Mstep: Class 37 contains 8456 members 
Mstep: Class 38 contains 37347 members 
Mstep: Class 39 contains 6800 members 
Mstep: Class 40 contains 3141 members 
Mstep: Class 41 contains 69318 members 
Mstep: Class 42 contains 155419 members 
Mstep: Class 43 contains 29194 members 
Mstep: Class 44 contains 1437 members 
Mstep: Class 45 contains 38476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416112.000000 Penalty: 29409.876953
Iteration 189Q: 46 clusters Score -8.741611e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 66314 members 
Mstep: Class 3 contains 77100 members 
Mstep: Class 4 contains 1345 members 
Mstep: Class 5 contains 47465 members 
Mstep: Class 6 contains 48640 members 
Mstep: Class 7 contains 4799 members 
Mstep: Class 8 contains 158633 members 
Mstep: Class 9 contains 80799 members 
Mstep: Class 10 contains 5410 members 
Mstep: Class 11 contains 14585 members 
Mstep: Class 12 contains 1221 members 
Mstep: Class 13 contains 9326 members 
Mstep: Class 14 contains 89675 members 
Mstep: Class 15 contains 12491 members 
Mstep: Class 16 contains 76761 members 
Mstep: Class 17 contains 50256 members 
Mstep: Class 18 contains 17354 members 
Mstep: Class 19 contains 105882 members 
Mstep: Class 20 contains 15973 members 
Mstep: Class 21 contains 4533 members 
Mstep: Class 22 contains 2694 members 
Mstep: Class 23 contains 33286 members 
Mstep: Class 24 contains 13075 members 
Mstep: Class 25 contains 1983 members 
Mstep: Class 26 contains 29243 members 
Mstep: Class 27 contains 139658 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6711 members 
Mstep: Class 30 contains 9662 members 
Mstep: Class 31 contains 74926 members 
Mstep: Class 32 contains 986 members 
Mstep: Class 33 contains 20849 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 92072 members 
Mstep: Class 37 contains 8440 members 
Mstep: Class 38 contains 37133 members 
Mstep: Class 39 contains 6792 members 
Mstep: Class 40 contains 3131 members 
Mstep: Class 41 contains 70426 members 
Mstep: Class 42 contains 155372 members 
Mstep: Class 43 contains 28539 members 
Mstep: Class 44 contains 1438 members 
Mstep: Class 45 contains 38475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87415936.000000 Penalty: 29409.876953
Iteration 190Q: 46 clusters Score -8.741594e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 66502 members 
Mstep: Class 3 contains 77112 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 47431 members 
Mstep: Class 6 contains 49026 members 
Mstep: Class 7 contains 4781 members 
Mstep: Class 8 contains 158786 members 
Mstep: Class 9 contains 80295 members 
Mstep: Class 10 contains 5413 members 
Mstep: Class 11 contains 14595 members 
Mstep: Class 12 contains 1227 members 
Mstep: Class 13 contains 9460 members 
Mstep: Class 14 contains 89801 members 
Mstep: Class 15 contains 12524 members 
Mstep: Class 16 contains 76510 members 
Mstep: Class 17 contains 51014 members 
Mstep: Class 18 contains 17229 members 
Mstep: Class 19 contains 104995 members 
Mstep: Class 20 contains 15915 members 
Mstep: Class 21 contains 4388 members 
Mstep: Class 22 contains 2696 members 
Mstep: Class 23 contains 33460 members 
Mstep: Class 24 contains 12981 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 29427 members 
Mstep: Class 27 contains 139678 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6723 members 
Mstep: Class 30 contains 9763 members 
Mstep: Class 31 contains 74872 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 20876 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 91871 members 
Mstep: Class 37 contains 8425 members 
Mstep: Class 38 contains 36938 members 
Mstep: Class 39 contains 6781 members 
Mstep: Class 40 contains 3118 members 
Mstep: Class 41 contains 71583 members 
Mstep: Class 42 contains 155352 members 
Mstep: Class 43 contains 27845 members 
Mstep: Class 44 contains 1440 members 
Mstep: Class 45 contains 38609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416128.000000 Penalty: 29409.876953
Iteration 191Q: 46 clusters Score -8.741613e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 66684 members 
Mstep: Class 3 contains 77130 members 
Mstep: Class 4 contains 1355 members 
Mstep: Class 5 contains 47401 members 
Mstep: Class 6 contains 49415 members 
Mstep: Class 7 contains 4758 members 
Mstep: Class 8 contains 158918 members 
Mstep: Class 9 contains 79778 members 
Mstep: Class 10 contains 5417 members 
Mstep: Class 11 contains 14602 members 
Mstep: Class 12 contains 1230 members 
Mstep: Class 13 contains 9611 members 
Mstep: Class 14 contains 89896 members 
Mstep: Class 15 contains 12551 members 
Mstep: Class 16 contains 76211 members 
Mstep: Class 17 contains 51826 members 
Mstep: Class 18 contains 17133 members 
Mstep: Class 19 contains 103952 members 
Mstep: Class 20 contains 15872 members 
Mstep: Class 21 contains 4257 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 33644 members 
Mstep: Class 24 contains 12908 members 
Mstep: Class 25 contains 1983 members 
Mstep: Class 26 contains 29645 members 
Mstep: Class 27 contains 139750 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6727 members 
Mstep: Class 30 contains 9842 members 
Mstep: Class 31 contains 74802 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 20901 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 91680 members 
Mstep: Class 37 contains 8407 members 
Mstep: Class 38 contains 36733 members 
Mstep: Class 39 contains 6771 members 
Mstep: Class 40 contains 3110 members 
Mstep: Class 41 contains 72874 members 
Mstep: Class 42 contains 155293 members 
Mstep: Class 43 contains 27130 members 
Mstep: Class 44 contains 1437 members 
Mstep: Class 45 contains 38750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87416696.000000 Penalty: 29409.876953
Iteration 192Q: 46 clusters Score -8.74167e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 66896 members 
Mstep: Class 3 contains 77068 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 47374 members 
Mstep: Class 6 contains 49809 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 159044 members 
Mstep: Class 9 contains 79294 members 
Mstep: Class 10 contains 5422 members 
Mstep: Class 11 contains 14595 members 
Mstep: Class 12 contains 1232 members 
Mstep: Class 13 contains 9768 members 
Mstep: Class 14 contains 89988 members 
Mstep: Class 15 contains 12567 members 
Mstep: Class 16 contains 75915 members 
Mstep: Class 17 contains 52762 members 
Mstep: Class 18 contains 17012 members 
Mstep: Class 19 contains 102895 members 
Mstep: Class 20 contains 15805 members 
Mstep: Class 21 contains 4119 members 
Mstep: Class 22 contains 2711 members 
Mstep: Class 23 contains 33833 members 
Mstep: Class 24 contains 12852 members 
Mstep: Class 25 contains 1986 members 
Mstep: Class 26 contains 29870 members 
Mstep: Class 27 contains 139824 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6745 members 
Mstep: Class 30 contains 9916 members 
Mstep: Class 31 contains 74710 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 20938 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2407 members 
Mstep: Class 36 contains 91496 members 
Mstep: Class 37 contains 8392 members 
Mstep: Class 38 contains 36515 members 
Mstep: Class 39 contains 6761 members 
Mstep: Class 40 contains 3102 members 
Mstep: Class 41 contains 74069 members 
Mstep: Class 42 contains 155141 members 
Mstep: Class 43 contains 26355 members 
Mstep: Class 44 contains 1443 members 
Mstep: Class 45 contains 39013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417064.000000 Penalty: 29409.876953
Iteration 193Q: 46 clusters Score -8.741706e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 67117 members 
Mstep: Class 3 contains 77024 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 47332 members 
Mstep: Class 6 contains 50188 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 159179 members 
Mstep: Class 9 contains 78862 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 14583 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 13 contains 9903 members 
Mstep: Class 14 contains 90039 members 
Mstep: Class 15 contains 12595 members 
Mstep: Class 16 contains 75624 members 
Mstep: Class 17 contains 53690 members 
Mstep: Class 18 contains 16881 members 
Mstep: Class 19 contains 101645 members 
Mstep: Class 20 contains 15742 members 
Mstep: Class 21 contains 3991 members 
Mstep: Class 22 contains 2719 members 
Mstep: Class 23 contains 34048 members 
Mstep: Class 24 contains 12789 members 
Mstep: Class 25 contains 1983 members 
Mstep: Class 26 contains 30102 members 
Mstep: Class 27 contains 139891 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6766 members 
Mstep: Class 30 contains 9976 members 
Mstep: Class 31 contains 74611 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 20967 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2411 members 
Mstep: Class 36 contains 91306 members 
Mstep: Class 37 contains 8374 members 
Mstep: Class 38 contains 36281 members 
Mstep: Class 39 contains 6757 members 
Mstep: Class 40 contains 3094 members 
Mstep: Class 41 contains 75396 members 
Mstep: Class 42 contains 155025 members 
Mstep: Class 43 contains 25616 members 
Mstep: Class 44 contains 1450 members 
Mstep: Class 45 contains 39300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87417656.000000 Penalty: 29409.876953
Iteration 194Q: 46 clusters Score -8.741766e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 67323 members 
Mstep: Class 3 contains 76993 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 47289 members 
Mstep: Class 6 contains 50590 members 
Mstep: Class 7 contains 4728 members 
Mstep: Class 8 contains 159292 members 
Mstep: Class 9 contains 78463 members 
Mstep: Class 10 contains 5437 members 
Mstep: Class 11 contains 14574 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 10022 members 
Mstep: Class 14 contains 90061 members 
Mstep: Class 15 contains 12623 members 
Mstep: Class 16 contains 75360 members 
Mstep: Class 17 contains 54620 members 
Mstep: Class 18 contains 16770 members 
Mstep: Class 19 contains 100399 members 
Mstep: Class 20 contains 15683 members 
Mstep: Class 21 contains 3864 members 
Mstep: Class 22 contains 2727 members 
Mstep: Class 23 contains 34252 members 
Mstep: Class 24 contains 12734 members 
Mstep: Class 25 contains 1986 members 
Mstep: Class 26 contains 30329 members 
Mstep: Class 27 contains 139948 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6779 members 
Mstep: Class 30 contains 10016 members 
Mstep: Class 31 contains 74520 members 
Mstep: Class 32 contains 983 members 
Mstep: Class 33 contains 21000 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2419 members 
Mstep: Class 36 contains 91122 members 
Mstep: Class 37 contains 8358 members 
Mstep: Class 38 contains 36092 members 
Mstep: Class 39 contains 6753 members 
Mstep: Class 40 contains 3086 members 
Mstep: Class 41 contains 76650 members 
Mstep: Class 42 contains 154908 members 
Mstep: Class 43 contains 24839 members 
Mstep: Class 44 contains 1452 members 
Mstep: Class 45 contains 39652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418016.000000 Penalty: 29409.876953
Iteration 195Q: 46 clusters Score -8.741802e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 67528 members 
Mstep: Class 3 contains 76977 members 
Mstep: Class 4 contains 1381 members 
Mstep: Class 5 contains 47247 members 
Mstep: Class 6 contains 51039 members 
Mstep: Class 7 contains 4721 members 
Mstep: Class 8 contains 159411 members 
Mstep: Class 9 contains 78053 members 
Mstep: Class 10 contains 5445 members 
Mstep: Class 11 contains 14577 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 10155 members 
Mstep: Class 14 contains 90083 members 
Mstep: Class 15 contains 12641 members 
Mstep: Class 16 contains 75027 members 
Mstep: Class 17 contains 55590 members 
Mstep: Class 18 contains 16663 members 
Mstep: Class 19 contains 99131 members 
Mstep: Class 20 contains 15616 members 
Mstep: Class 21 contains 3745 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 34451 members 
Mstep: Class 24 contains 12688 members 
Mstep: Class 25 contains 1989 members 
Mstep: Class 26 contains 30567 members 
Mstep: Class 27 contains 140041 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6789 members 
Mstep: Class 30 contains 10049 members 
Mstep: Class 31 contains 74428 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21022 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2426 members 
Mstep: Class 36 contains 90992 members 
Mstep: Class 37 contains 8348 members 
Mstep: Class 38 contains 35860 members 
Mstep: Class 39 contains 6745 members 
Mstep: Class 40 contains 3079 members 
Mstep: Class 41 contains 77895 members 
Mstep: Class 42 contains 154760 members 
Mstep: Class 43 contains 24065 members 
Mstep: Class 44 contains 1452 members 
Mstep: Class 45 contains 39997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87418856.000000 Penalty: 29409.876953
Iteration 196Q: 46 clusters Score -8.741886e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 67804 members 
Mstep: Class 3 contains 76917 members 
Mstep: Class 4 contains 1396 members 
Mstep: Class 5 contains 47203 members 
Mstep: Class 6 contains 51514 members 
Mstep: Class 7 contains 4706 members 
Mstep: Class 8 contains 159502 members 
Mstep: Class 9 contains 77670 members 
Mstep: Class 10 contains 5451 members 
Mstep: Class 11 contains 14587 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 10282 members 
Mstep: Class 14 contains 90092 members 
Mstep: Class 15 contains 12667 members 
Mstep: Class 16 contains 74689 members 
Mstep: Class 17 contains 56546 members 
Mstep: Class 18 contains 16549 members 
Mstep: Class 19 contains 97944 members 
Mstep: Class 20 contains 15552 members 
Mstep: Class 21 contains 3649 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 34631 members 
Mstep: Class 24 contains 12638 members 
Mstep: Class 25 contains 1993 members 
Mstep: Class 26 contains 30824 members 
Mstep: Class 27 contains 140142 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6805 members 
Mstep: Class 30 contains 10064 members 
Mstep: Class 31 contains 74337 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21033 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2439 members 
Mstep: Class 36 contains 90855 members 
Mstep: Class 37 contains 8336 members 
Mstep: Class 38 contains 35589 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 3071 members 
Mstep: Class 41 contains 79042 members 
Mstep: Class 42 contains 154631 members 
Mstep: Class 43 contains 23326 members 
Mstep: Class 44 contains 1460 members 
Mstep: Class 45 contains 40296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419328.000000 Penalty: 29409.876953
Iteration 197Q: 46 clusters Score -8.741933e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 68158 members 
Mstep: Class 3 contains 76860 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 47173 members 
Mstep: Class 6 contains 51985 members 
Mstep: Class 7 contains 4703 members 
Mstep: Class 8 contains 159589 members 
Mstep: Class 9 contains 77320 members 
Mstep: Class 10 contains 5460 members 
Mstep: Class 11 contains 14600 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 10381 members 
Mstep: Class 14 contains 90089 members 
Mstep: Class 15 contains 12696 members 
Mstep: Class 16 contains 74342 members 
Mstep: Class 17 contains 57499 members 
Mstep: Class 18 contains 16461 members 
Mstep: Class 19 contains 96803 members 
Mstep: Class 20 contains 15460 members 
Mstep: Class 21 contains 3530 members 
Mstep: Class 22 contains 2746 members 
Mstep: Class 23 contains 34822 members 
Mstep: Class 24 contains 12595 members 
Mstep: Class 25 contains 1998 members 
Mstep: Class 26 contains 31096 members 
Mstep: Class 27 contains 140216 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6818 members 
Mstep: Class 30 contains 10093 members 
Mstep: Class 31 contains 74202 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21039 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2451 members 
Mstep: Class 36 contains 90607 members 
Mstep: Class 37 contains 8320 members 
Mstep: Class 38 contains 35295 members 
Mstep: Class 39 contains 6747 members 
Mstep: Class 40 contains 3065 members 
Mstep: Class 41 contains 80115 members 
Mstep: Class 42 contains 154610 members 
Mstep: Class 43 contains 22575 members 
Mstep: Class 44 contains 1465 members 
Mstep: Class 45 contains 40651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87419368.000000 Penalty: 29409.876953
Iteration 198Q: 46 clusters Score -8.741937e+07 nChanged 8079
Entering ConstructFrom: 
Score: -87419368.000000 Penalty: 29409.876953
Entering ConstructFrom: 
Trying to split cluster 1 (61215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Entering Unmasked Estep 
Score: -3380137.000000 Penalty: 501.507690
	Iteration 0F: 2 clusters Score -3380137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3338942.250000 Penalty: 1003.015381
	Iteration 0F: 3 clusters Score -3338942 nChanged 29642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3357977.250000 Penalty: 1003.015381
	Iteration 1F: 3 clusters Score -3357977 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3359750.750000 Penalty: 1003.015381
	Iteration 2Q: 3 clusters Score -3359751 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3362711.750000 Penalty: 1003.015381
	Iteration 3F: 3 clusters Score -3362712 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3366642.000000 Penalty: 1003.015381
	Iteration 4F: 3 clusters Score -3366642 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3370606.750000 Penalty: 1003.015381
	Iteration 5F: 3 clusters Score -3370607 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3373689.750000 Penalty: 1003.015381
	Iteration 6F: 3 clusters Score -3373690 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3375433.750000 Penalty: 1003.015381
	Iteration 7Q: 3 clusters Score -3375434 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3376286.750000 Penalty: 1003.015381
	Iteration 8Q: 3 clusters Score -3376287 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3376680.000000 Penalty: 1003.015381
	Iteration 9Q: 3 clusters Score -3376680 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3376943.000000 Penalty: 1003.015381
	Iteration 10Q: 3 clusters Score -3376943 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3377152.500000 Penalty: 1003.015381
	Iteration 11Q: 3 clusters Score -3377152 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3377289.500000 Penalty: 1003.015381
	Iteration 12Q: 3 clusters Score -3377290 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3377417.250000 Penalty: 1003.015381
	Iteration 13Q: 3 clusters Score -3377417 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3377565.750000 Penalty: 1003.015381
	Iteration 14Q: 3 clusters Score -3377566 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3377697.750000 Penalty: 1003.015381
	Iteration 15Q: 3 clusters Score -3377698 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3377828.000000 Penalty: 1003.015381
	Iteration 16Q: 3 clusters Score -3377828 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3377953.000000 Penalty: 1003.015381
	Iteration 17Q: 3 clusters Score -3377953 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3378069.500000 Penalty: 1003.015381
	Iteration 18Q: 3 clusters Score -3378070 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3378180.250000 Penalty: 1003.015381
	Iteration 19Q: 3 clusters Score -3378180 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3378255.750000 Penalty: 1003.015381
	Iteration 20F: 3 clusters Score -3378256 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3378324.000000 Penalty: 1003.015381
	Iteration 21Q: 3 clusters Score -3378324 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -3378383.750000 Penalty: 1003.015381
	Iteration 22Q: 3 clusters Score -3378384 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -3378453.750000 Penalty: 1003.015381
	Iteration 23Q: 3 clusters Score -3378454 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3378508.000000 Penalty: 1003.015381
	Iteration 24Q: 3 clusters Score -3378508 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3378577.250000 Penalty: 1003.015381
	Iteration 25Q: 3 clusters Score -3378577 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -3378634.250000 Penalty: 1003.015381
	Iteration 26Q: 3 clusters Score -3378634 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3378701.000000 Penalty: 1003.015381
	Iteration 27Q: 3 clusters Score -3378701 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3378739.500000 Penalty: 1003.015381
	Iteration 28Q: 3 clusters Score -3378740 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3378798.500000 Penalty: 1003.015381
	Iteration 29Q: 3 clusters Score -3378798 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3378849.500000 Penalty: 1003.015381
	Iteration 30Q: 3 clusters Score -3378850 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3378889.250000 Penalty: 1003.015381
	Iteration 31Q: 3 clusters Score -3378889 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -3378912.500000 Penalty: 1003.015381
	Iteration 32Q: 3 clusters Score -3378912 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3378957.500000 Penalty: 1003.015381
	Iteration 33Q: 3 clusters Score -3378958 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3378960.500000 Penalty: 1003.015381
	Iteration 34Q: 3 clusters Score -3378960 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3379010.750000 Penalty: 1003.015381
	Iteration 35Q: 3 clusters Score -3379011 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56000 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -3379046.500000 Penalty: 1003.015381
	Iteration 36Q: 3 clusters Score -3379046 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3379063.500000 Penalty: 1003.015381
	Iteration 37Q: 3 clusters Score -3379064 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3379091.250000 Penalty: 1003.015381
	Iteration 38Q: 3 clusters Score -3379091 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3379122.250000 Penalty: 1003.015381
	Iteration 39Q: 3 clusters Score -3379122 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3379149.000000 Penalty: 1003.015381
	Iteration 40F: 3 clusters Score -3379149 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3379185.250000 Penalty: 1003.015381
	Iteration 41Q: 3 clusters Score -3379185 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3379215.000000 Penalty: 1003.015381
	Iteration 42Q: 3 clusters Score -3379215 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3379246.750000 Penalty: 1003.015381
	Iteration 43Q: 3 clusters Score -3379247 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3379265.500000 Penalty: 1003.015381
	Iteration 44Q: 3 clusters Score -3379266 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3379286.000000 Penalty: 1003.015381
	Iteration 45Q: 3 clusters Score -3379286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3379307.750000 Penalty: 1003.015381
	Iteration 46Q: 3 clusters Score -3379308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3379311.500000 Penalty: 1003.015381
	Iteration 47Q: 3 clusters Score -3379312 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3379328.000000 Penalty: 1003.015381
	Iteration 48Q: 3 clusters Score -3379328 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3379356.250000 Penalty: 1003.015381
	Iteration 49Q: 3 clusters Score -3379356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57911 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3379367.000000 Penalty: 1003.015381
	Iteration 50Q: 3 clusters Score -3379367 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3379382.750000 Penalty: 1003.015381
	Iteration 51Q: 3 clusters Score -3379383 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3379402.250000 Penalty: 1003.015381
	Iteration 52Q: 3 clusters Score -3379402 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3379417.000000 Penalty: 1003.015381
	Iteration 53Q: 3 clusters Score -3379417 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3379434.000000 Penalty: 1003.015381
	Iteration 54Q: 3 clusters Score -3379434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3379451.750000 Penalty: 1003.015381
	Iteration 55Q: 3 clusters Score -3379452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3379463.000000 Penalty: 1003.015381
	Iteration 56Q: 3 clusters Score -3379463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3379467.500000 Penalty: 1003.015381
	Iteration 57Q: 3 clusters Score -3379468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3379477.750000 Penalty: 1003.015381
	Iteration 58Q: 3 clusters Score -3379478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3379487.250000 Penalty: 1003.015381
	Iteration 59Q: 3 clusters Score -3379487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3379495.000000 Penalty: 1003.015381
	Iteration 60F: 3 clusters Score -3379495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3379504.000000 Penalty: 1003.015381
	Iteration 61Q: 3 clusters Score -3379504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3379508.500000 Penalty: 1003.015381
	Iteration 62Q: 3 clusters Score -3379508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3379515.000000 Penalty: 1003.015381
	Iteration 63Q: 3 clusters Score -3379515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3379524.250000 Penalty: 1003.015381
	Iteration 64Q: 3 clusters Score -3379524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3379522.500000 Penalty: 1003.015381
	Iteration 65Q: 3 clusters Score -3379522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3379535.500000 Penalty: 1003.015381
	Iteration 66Q: 3 clusters Score -3379536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3379540.000000 Penalty: 1003.015381
	Iteration 67Q: 3 clusters Score -3379540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3379552.000000 Penalty: 1003.015381
	Iteration 68Q: 3 clusters Score -3379552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3379560.000000 Penalty: 1003.015381
	Iteration 69Q: 3 clusters Score -3379560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3379562.500000 Penalty: 1003.015381
	Iteration 70Q: 3 clusters Score -3379562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3379571.000000 Penalty: 1003.015381
	Iteration 71Q: 3 clusters Score -3379571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3379573.000000 Penalty: 1003.015381
	Iteration 72Q: 3 clusters Score -3379573 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3379579.000000 Penalty: 1003.015381
	Iteration 73Q: 3 clusters Score -3379579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3379590.750000 Penalty: 1003.015381
	Iteration 74Q: 3 clusters Score -3379591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3379589.750000 Penalty: 1003.015381
	Iteration 75Q: 3 clusters Score -3379590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3379597.000000 Penalty: 1003.015381
	Iteration 76Q: 3 clusters Score -3379597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3379602.750000 Penalty: 1003.015381
	Iteration 77Q: 3 clusters Score -3379603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3379609.500000 Penalty: 1003.015381
	Iteration 78Q: 3 clusters Score -3379610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3379611.500000 Penalty: 1003.015381
	Iteration 79Q: 3 clusters Score -3379612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3379616.250000 Penalty: 1003.015381
	Iteration 80F: 3 clusters Score -3379616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3379614.000000 Penalty: 1003.015381
	Iteration 81Q: 3 clusters Score -3379614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3379620.750000 Penalty: 1003.015381
	Iteration 82Q: 3 clusters Score -3379621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3379618.250000 Penalty: 1003.015381
	Iteration 83Q: 3 clusters Score -3379618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3379618.750000 Penalty: 1003.015381
	Iteration 84Q: 3 clusters Score -3379619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3379625.500000 Penalty: 1003.015381
	Iteration 85Q: 3 clusters Score -3379626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3379630.000000 Penalty: 1003.015381
	Iteration 86Q: 3 clusters Score -3379630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3379635.250000 Penalty: 1003.015381
	Iteration 87Q: 3 clusters Score -3379635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3379634.250000 Penalty: 1003.015381
	Iteration 88Q: 3 clusters Score -3379634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3379644.750000 Penalty: 1003.015381
	Iteration 89Q: 3 clusters Score -3379645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3379647.250000 Penalty: 1003.015381
	Iteration 90Q: 3 clusters Score -3379647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3379648.750000 Penalty: 1003.015381
	Iteration 91Q: 3 clusters Score -3379649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3379655.750000 Penalty: 1003.015381
	Iteration 92Q: 3 clusters Score -3379656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3379660.000000 Penalty: 1003.015381
	Iteration 93Q: 3 clusters Score -3379660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3379663.250000 Penalty: 1003.015381
	Iteration 94Q: 3 clusters Score -3379663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3379661.000000 Penalty: 1003.015381
	Iteration 95Q: 3 clusters Score -3379661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3379669.000000 Penalty: 1003.015381
	Iteration 96Q: 3 clusters Score -3379669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3379675.750000 Penalty: 1003.015381
	Iteration 97Q: 3 clusters Score -3379676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3379675.500000 Penalty: 1003.015381
	Iteration 98Q: 3 clusters Score -3379676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3379680.500000 Penalty: 1003.015381
	Iteration 99Q: 3 clusters Score -3379680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3379678.750000 Penalty: 1003.015381
	Iteration 100F: 3 clusters Score -3379679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3379678.500000 Penalty: 1003.015381
	Iteration 101Q: 3 clusters Score -3379678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3379682.000000 Penalty: 1003.015381
	Iteration 102Q: 3 clusters Score -3379682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3379681.750000 Penalty: 1003.015381
	Iteration 103Q: 3 clusters Score -3379682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3379679.250000 Penalty: 1003.015381
	Iteration 104Q: 3 clusters Score -3379679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3379676.250000 Penalty: 1003.015381
	Iteration 105Q: 3 clusters Score -3379676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3379679.750000 Penalty: 1003.015381
	Iteration 106Q: 3 clusters Score -3379680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3379679.750000 Penalty: 1003.015381
	Iteration 107Q: 3 clusters Score -3379680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3379684.500000 Penalty: 1003.015381
	Iteration 108Q: 3 clusters Score -3379684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3379684.500000 Penalty: 1003.015381
	Iteration 109F: 3 clusters Score -3379684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (68531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Entering Unmasked Estep 
Score: -3821188.000000 Penalty: 506.644379
	Iteration 0F: 2 clusters Score -3821188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -3775064.750000 Penalty: 1013.288757
	Iteration 0F: 3 clusters Score -3775065 nChanged 33368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -3795651.250000 Penalty: 1013.288757
	Iteration 1F: 3 clusters Score -3795651 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -3797363.000000 Penalty: 1013.288757
	Iteration 2F: 3 clusters Score -3797363 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -3800359.000000 Penalty: 1013.288757
	Iteration 3F: 3 clusters Score -3800359 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -3805042.250000 Penalty: 1013.288757
	Iteration 4F: 3 clusters Score -3805042 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -3810192.750000 Penalty: 1013.288757
	Iteration 5F: 3 clusters Score -3810193 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -3814279.250000 Penalty: 1013.288757
	Iteration 6F: 3 clusters Score -3814279 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -3816858.250000 Penalty: 1013.288757
	Iteration 7Q: 3 clusters Score -3816858 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 65684 members 
Entering Unmasked Estep 
Score: -3818376.750000 Penalty: 1013.288757
	Iteration 8Q: 3 clusters Score -3818377 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -3819363.250000 Penalty: 1013.288757
	Iteration 9Q: 3 clusters Score -3819363 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -3820002.750000 Penalty: 1013.288757
	Iteration 10Q: 3 clusters Score -3820003 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -3820358.250000 Penalty: 1013.288757
	Iteration 11Q: 3 clusters Score -3820358 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -3820535.250000 Penalty: 1013.288757
	Iteration 12Q: 3 clusters Score -3820535 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 68362 members 
Entering Unmasked Estep 
Score: -3820637.500000 Penalty: 1013.288757
	Iteration 13Q: 3 clusters Score -3820638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -3820695.250000 Penalty: 1013.288757
	Iteration 14Q: 3 clusters Score -3820695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 68448 members 
Entering Unmasked Estep 
Score: -3820729.250000 Penalty: 1013.288757
	Iteration 15Q: 3 clusters Score -3820729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 68454 members 
Entering Unmasked Estep 
Score: -3820736.500000 Penalty: 1013.288757
	Iteration 16Q: 3 clusters Score -3820736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -3820740.000000 Penalty: 1013.288757
	Iteration 17Q: 3 clusters Score -3820740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -3820741.000000 Penalty: 1013.288757
	Iteration 18Q: 3 clusters Score -3820741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -3820741.500000 Penalty: 1013.288757
	Iteration 19Q: 3 clusters Score -3820742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -3820741.500000 Penalty: 1013.288757
	Iteration 20F: 3 clusters Score -3820742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (76781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Entering Unmasked Estep 
Score: -4033873.750000 Penalty: 511.816406
	Iteration 0F: 2 clusters Score -4033874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -3982485.750000 Penalty: 1023.632812
	Iteration 0F: 3 clusters Score -3982486 nChanged 37333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -4006746.250000 Penalty: 1023.632812
	Iteration 1F: 3 clusters Score -4006746 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -4008663.000000 Penalty: 1023.632812
	Iteration 2Q: 3 clusters Score -4008663 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -4011030.250000 Penalty: 1023.632812
	Iteration 3F: 3 clusters Score -4011030 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -4014059.500000 Penalty: 1023.632812
	Iteration 4F: 3 clusters Score -4014060 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -4017617.250000 Penalty: 1023.632812
	Iteration 5F: 3 clusters Score -4017617 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -4020800.500000 Penalty: 1023.632812
	Iteration 6F: 3 clusters Score -4020800 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -4022477.250000 Penalty: 1023.632812
	Iteration 7F: 3 clusters Score -4022477 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -4023142.750000 Penalty: 1023.632812
	Iteration 8Q: 3 clusters Score -4023143 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -4023391.750000 Penalty: 1023.632812
	Iteration 9Q: 3 clusters Score -4023392 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -4023625.250000 Penalty: 1023.632812
	Iteration 10Q: 3 clusters Score -4023625 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -4023865.000000 Penalty: 1023.632812
	Iteration 11Q: 3 clusters Score -4023865 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -4024149.500000 Penalty: 1023.632812
	Iteration 12Q: 3 clusters Score -4024150 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4024437.000000 Penalty: 1023.632812
	Iteration 13Q: 3 clusters Score -4024437 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -4024740.250000 Penalty: 1023.632812
	Iteration 14Q: 3 clusters Score -4024740 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -4025112.250000 Penalty: 1023.632812
	Iteration 15Q: 3 clusters Score -4025112 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -4025467.000000 Penalty: 1023.632812
	Iteration 16Q: 3 clusters Score -4025467 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -4025797.250000 Penalty: 1023.632812
	Iteration 17Q: 3 clusters Score -4025797 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4026090.500000 Penalty: 1023.632812
	Iteration 18Q: 3 clusters Score -4026090 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -4026349.750000 Penalty: 1023.632812
	Iteration 19Q: 3 clusters Score -4026350 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -4026552.750000 Penalty: 1023.632812
	Iteration 20F: 3 clusters Score -4026553 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -4026686.750000 Penalty: 1023.632812
	Iteration 21Q: 3 clusters Score -4026687 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4026823.750000 Penalty: 1023.632812
	Iteration 22Q: 3 clusters Score -4026824 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4026937.500000 Penalty: 1023.632812
	Iteration 23Q: 3 clusters Score -4026938 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4027021.750000 Penalty: 1023.632812
	Iteration 24Q: 3 clusters Score -4027022 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4027107.250000 Penalty: 1023.632812
	Iteration 25Q: 3 clusters Score -4027107 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -4027154.500000 Penalty: 1023.632812
	Iteration 26Q: 3 clusters Score -4027154 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -4027231.750000 Penalty: 1023.632812
	Iteration 27Q: 3 clusters Score -4027232 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4027252.000000 Penalty: 1023.632812
	Iteration 28Q: 3 clusters Score -4027252 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -4027283.500000 Penalty: 1023.632812
	Iteration 29Q: 3 clusters Score -4027284 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -4027313.250000 Penalty: 1023.632812
	Iteration 30Q: 3 clusters Score -4027313 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -4027380.250000 Penalty: 1023.632812
	Iteration 31Q: 3 clusters Score -4027380 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4027401.500000 Penalty: 1023.632812
	Iteration 32Q: 3 clusters Score -4027402 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -4027441.750000 Penalty: 1023.632812
	Iteration 33Q: 3 clusters Score -4027442 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4027492.000000 Penalty: 1023.632812
	Iteration 34Q: 3 clusters Score -4027492 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -4027526.250000 Penalty: 1023.632812
	Iteration 35Q: 3 clusters Score -4027526 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -4027532.750000 Penalty: 1023.632812
	Iteration 36Q: 3 clusters Score -4027533 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -4027576.750000 Penalty: 1023.632812
	Iteration 37Q: 3 clusters Score -4027577 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4027601.500000 Penalty: 1023.632812
	Iteration 38Q: 3 clusters Score -4027602 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -4027636.500000 Penalty: 1023.632812
	Iteration 39Q: 3 clusters Score -4027636 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -4027643.250000 Penalty: 1023.632812
	Iteration 40F: 3 clusters Score -4027643 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -4027663.750000 Penalty: 1023.632812
	Iteration 41Q: 3 clusters Score -4027664 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -4027704.000000 Penalty: 1023.632812
	Iteration 42Q: 3 clusters Score -4027704 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -4027726.250000 Penalty: 1023.632812
	Iteration 43Q: 3 clusters Score -4027726 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -4027749.750000 Penalty: 1023.632812
	Iteration 44Q: 3 clusters Score -4027750 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -4027775.500000 Penalty: 1023.632812
	Iteration 45Q: 3 clusters Score -4027776 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -4027814.750000 Penalty: 1023.632812
	Iteration 46Q: 3 clusters Score -4027815 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -4027851.000000 Penalty: 1023.632812
	Iteration 47Q: 3 clusters Score -4027851 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -4027875.250000 Penalty: 1023.632812
	Iteration 48Q: 3 clusters Score -4027875 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -4027914.750000 Penalty: 1023.632812
	Iteration 49Q: 3 clusters Score -4027915 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -4027938.500000 Penalty: 1023.632812
	Iteration 50Q: 3 clusters Score -4027938 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4027976.500000 Penalty: 1023.632812
	Iteration 51Q: 3 clusters Score -4027976 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4028031.000000 Penalty: 1023.632812
	Iteration 52Q: 3 clusters Score -4028031 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4028078.750000 Penalty: 1023.632812
	Iteration 53Q: 3 clusters Score -4028079 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -4028098.000000 Penalty: 1023.632812
	Iteration 54Q: 3 clusters Score -4028098 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -4028169.500000 Penalty: 1023.632812
	Iteration 55Q: 3 clusters Score -4028170 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -4028234.000000 Penalty: 1023.632812
	Iteration 56Q: 3 clusters Score -4028234 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4028305.500000 Penalty: 1023.632812
	Iteration 57Q: 3 clusters Score -4028306 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -4028397.750000 Penalty: 1023.632812
	Iteration 58Q: 3 clusters Score -4028398 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -4028476.000000 Penalty: 1023.632812
	Iteration 59Q: 3 clusters Score -4028476 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -4028555.250000 Penalty: 1023.632812
	Iteration 60F: 3 clusters Score -4028555 nChanged 647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4028657 nChanged 689
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4028805 nChanged 719
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4028956 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4029105 nChanged 702
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Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4029252 nChanged 749
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4029410 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4029603 nChanged 792
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4029779 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4029956 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4030160 nChanged 800
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4030362 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4030576.000000 Penalty: 1023.632812
	Iteration 72Q: 3 clusters Score -4030576 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4030803 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4031019 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4031242 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69296 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -4031507.500000 Penalty: 1023.632812
	Iteration 76Q: 3 clusters Score -4031508 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70034 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4031737 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4031999 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4032259 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4032495.500000 Penalty: 1023.632812
	Iteration 80F: 3 clusters Score -4032496 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4032703 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4032858.500000 Penalty: 1023.632812
	Iteration 82Q: 3 clusters Score -4032858 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4032994 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4033120.250000 Penalty: 1023.632812
	Iteration 84Q: 3 clusters Score -4033120 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4033208 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4033305.000000 Penalty: 1023.632812
	Iteration 86Q: 3 clusters Score -4033305 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74969 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4033402 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4033458 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4033500 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4033542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4033565 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75724 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4033578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4033586.250000 Penalty: 1023.632812
	Iteration 93Q: 3 clusters Score -4033586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4033575.250000 Penalty: 1023.632812
	Iteration 94Q: 3 clusters Score -4033575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4033579.750000 Penalty: 1023.632812
	Iteration 95Q: 3 clusters Score -4033580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4033585.500000 Penalty: 1023.632812
	Iteration 96Q: 3 clusters Score -4033586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4033594.500000 Penalty: 1023.632812
	Iteration 97Q: 3 clusters Score -4033594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76003 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4033589.500000 Penalty: 1023.632812
	Iteration 98Q: 3 clusters Score -4033590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4033600.750000 Penalty: 1023.632812
	Iteration 99Q: 3 clusters Score -4033601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76059 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4033597.000000 Penalty: 1023.632812
	Iteration 100F: 3 clusters Score -4033597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4033583.500000 Penalty: 1023.632812
	Iteration 101Q: 3 clusters Score -4033584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4033589.250000 Penalty: 1023.632812
	Iteration 102Q: 3 clusters Score -4033589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4033587.750000 Penalty: 1023.632812
	Iteration 103Q: 3 clusters Score -4033588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4033589.500000 Penalty: 1023.632812
	Iteration 104Q: 3 clusters Score -4033590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4033593.250000 Penalty: 1023.632812
	Iteration 105Q: 3 clusters Score -4033593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4033589.500000 Penalty: 1023.632812
	Iteration 106Q: 3 clusters Score -4033590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76150 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4033595.250000 Penalty: 1023.632812
	Iteration 107Q: 3 clusters Score -4033595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4033601.000000 Penalty: 1023.632812
	Iteration 108Q: 3 clusters Score -4033601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76167 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4033603.250000 Penalty: 1023.632812
	Iteration 109Q: 3 clusters Score -4033603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4033602.000000 Penalty: 1023.632812
	Iteration 110Q: 3 clusters Score -4033602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4033602.000000 Penalty: 1023.632812
	Iteration 111Q: 3 clusters Score -4033602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4033600.750000 Penalty: 1023.632812
	Iteration 112Q: 3 clusters Score -4033601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4033595.750000 Penalty: 1023.632812
	Iteration 113Q: 3 clusters Score -4033596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76207 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4033593.000000 Penalty: 1023.632812
	Iteration 114Q: 3 clusters Score -4033593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4033595.750000 Penalty: 1023.632812
	Iteration 115Q: 3 clusters Score -4033596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4033597.500000 Penalty: 1023.632812
	Iteration 116Q: 3 clusters Score -4033598 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4033601.250000 Penalty: 1023.632812
	Iteration 117Q: 3 clusters Score -4033601 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4033602.250000 Penalty: 1023.632812
	Iteration 118Q: 3 clusters Score -4033602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4033604.500000 Penalty: 1023.632812
	Iteration 119Q: 3 clusters Score -4033604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76244 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4033600.000000 Penalty: 1023.632812
	Iteration 120F: 3 clusters Score -4033600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4033599.000000 Penalty: 1023.632812
	Iteration 121Q: 3 clusters Score -4033599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4033605.750000 Penalty: 1023.632812
	Iteration 122Q: 3 clusters Score -4033606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4033609.500000 Penalty: 1023.632812
	Iteration 123Q: 3 clusters Score -4033610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4033610.250000 Penalty: 1023.632812
	Iteration 124Q: 3 clusters Score -4033610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4033609.000000 Penalty: 1023.632812
	Iteration 125Q: 3 clusters Score -4033609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76311 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4033605.250000 Penalty: 1023.632812
	Iteration 126Q: 3 clusters Score -4033605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4033609.500000 Penalty: 1023.632812
	Iteration 127Q: 3 clusters Score -4033610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4033606.250000 Penalty: 1023.632812
	Iteration 128Q: 3 clusters Score -4033606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4033605.250000 Penalty: 1023.632812
	Iteration 129Q: 3 clusters Score -4033605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4033605.500000 Penalty: 1023.632812
	Iteration 130Q: 3 clusters Score -4033606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4033605.000000 Penalty: 1023.632812
	Iteration 131Q: 3 clusters Score -4033605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4033604.750000 Penalty: 1023.632812
	Iteration 132Q: 3 clusters Score -4033605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76338 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4033607.750000 Penalty: 1023.632812
	Iteration 133Q: 3 clusters Score -4033608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4033605.500000 Penalty: 1023.632812
	Iteration 134Q: 3 clusters Score -4033606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4033604.000000 Penalty: 1023.632812
	Iteration 135Q: 3 clusters Score -4033604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4033602.250000 Penalty: 1023.632812
	Iteration 136Q: 3 clusters Score -4033602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76347 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4033608.000000 Penalty: 1023.632812
	Iteration 137Q: 3 clusters Score -4033608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4033608.750000 Penalty: 1023.632812
	Iteration 138Q: 3 clusters Score -4033609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4033604.750000 Penalty: 1023.632812
	Iteration 139Q: 3 clusters Score -4033605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4033604.250000 Penalty: 1023.632812
	Iteration 140F: 3 clusters Score -4033604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4033605 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4033604.750000 Penalty: 1023.632812
	Iteration 142F: 3 clusters Score -4033605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1398 members 
Entering Unmasked Estep 
Score: -71042.515625 Penalty: 329.547302
	Iteration 0F: 2 clusters Score -71042.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -70000.86 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -70342.703125 Penalty: 659.094604
	Iteration 1F: 3 clusters Score -70342.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -70397.718750 Penalty: 659.094604
	Iteration 2F: 3 clusters Score -70397.72 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -70440.101562 Penalty: 659.094604
	Iteration 3Q: 3 clusters Score -70440.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70502.960938 Penalty: 659.094604
	Iteration 4Q: 3 clusters Score -70502.96 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70548.320312 Penalty: 659.094604
	Iteration 5Q: 3 clusters Score -70548.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70582.671875 Penalty: 659.094604
	Iteration 6Q: 3 clusters Score -70582.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70605.632812 Penalty: 659.094604
	Iteration 7Q: 3 clusters Score -70605.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70620.765625 Penalty: 659.094604
	Iteration 8Q: 3 clusters Score -70620.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70638.039062 Penalty: 659.094604
	Iteration 9Q: 3 clusters Score -70638.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70654.179688 Penalty: 659.094604
	Iteration 10Q: 3 clusters Score -70654.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70668.953125 Penalty: 659.094604
	Iteration 11Q: 3 clusters Score -70668.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70679.718750 Penalty: 659.094604
	Iteration 12Q: 3 clusters Score -70679.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70686.898438 Penalty: 659.094604
	Iteration 13Q: 3 clusters Score -70686.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70692.179688 Penalty: 659.094604
	Iteration 14Q: 3 clusters Score -70692.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70696.828125 Penalty: 659.094604
	Iteration 15Q: 3 clusters Score -70696.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70701.625000 Penalty: 659.094604
	Iteration 16Q: 3 clusters Score -70701.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70708.117188 Penalty: 659.094604
	Iteration 17Q: 3 clusters Score -70708.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70711.867188 Penalty: 659.094604
	Iteration 18Q: 3 clusters Score -70711.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70717.632812 Penalty: 659.094604
	Iteration 19Q: 3 clusters Score -70717.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70720.359375 Penalty: 659.094604
	Iteration 20F: 3 clusters Score -70720.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70724.984375 Penalty: 659.094604
	Iteration 21Q: 3 clusters Score -70724.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70726.796875 Penalty: 659.094604
	Iteration 22Q: 3 clusters Score -70726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70727.539062 Penalty: 659.094604
	Iteration 23Q: 3 clusters Score -70727.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70727.539062 Penalty: 659.094604
	Iteration 24F: 3 clusters Score -70727.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Entering Unmasked Estep 
Score: -2370476.000000 Penalty: 489.631470
	Iteration 0F: 2 clusters Score -2370476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2338776.750000 Penalty: 979.262939
	Iteration 0F: 3 clusters Score -2338777 nChanged 22852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2352373.750000 Penalty: 979.262939
	Iteration 1F: 3 clusters Score -2352374 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2352970.750000 Penalty: 979.262939
	Iteration 2Q: 3 clusters Score -2352971 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2353987.750000 Penalty: 979.262939
	Iteration 3Q: 3 clusters Score -2353988 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2355565.750000 Penalty: 979.262939
	Iteration 4F: 3 clusters Score -2355566 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2357775.250000 Penalty: 979.262939
	Iteration 5F: 3 clusters Score -2357775 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2360427.750000 Penalty: 979.262939
	Iteration 6F: 3 clusters Score -2360428 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2362781.750000 Penalty: 979.262939
	Iteration 7F: 3 clusters Score -2362782 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2364392.250000 Penalty: 979.262939
	Iteration 8Q: 3 clusters Score -2364392 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2365578.000000 Penalty: 979.262939
	Iteration 9Q: 3 clusters Score -2365578 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2366547.000000 Penalty: 979.262939
	Iteration 10Q: 3 clusters Score -2366547 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2367387.750000 Penalty: 979.262939
	Iteration 11Q: 3 clusters Score -2367388 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2368042.000000 Penalty: 979.262939
	Iteration 12Q: 3 clusters Score -2368042 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2368575.750000 Penalty: 979.262939
	Iteration 13Q: 3 clusters Score -2368576 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2368980.750000 Penalty: 979.262939
	Iteration 14Q: 3 clusters Score -2368981 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2369332.500000 Penalty: 979.262939
	Iteration 15Q: 3 clusters Score -2369332 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2369604.250000 Penalty: 979.262939
	Iteration 16Q: 3 clusters Score -2369604 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2369789.250000 Penalty: 979.262939
	Iteration 17Q: 3 clusters Score -2369789 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2369924.000000 Penalty: 979.262939
	Iteration 18Q: 3 clusters Score -2369924 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -2370000.750000 Penalty: 979.262939
	Iteration 19Q: 3 clusters Score -2370001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -2370033.000000 Penalty: 979.262939
	Iteration 20F: 3 clusters Score -2370033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -2370046.750000 Penalty: 979.262939
	Iteration 21Q: 3 clusters Score -2370047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -2370059.000000 Penalty: 979.262939
	Iteration 22Q: 3 clusters Score -2370059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -2370061.500000 Penalty: 979.262939
	Iteration 23Q: 3 clusters Score -2370062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2370067.250000 Penalty: 979.262939
	Iteration 24Q: 3 clusters Score -2370067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2370074.750000 Penalty: 979.262939
	Iteration 25Q: 3 clusters Score -2370075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -2370074.750000 Penalty: 979.262939
	Iteration 26F: 3 clusters Score -2370075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Entering Unmasked Estep 
Score: -2927202.250000 Penalty: 494.507721
	Iteration 0F: 2 clusters Score -2927202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -2891909.250000 Penalty: 989.015442
	Iteration 0F: 3 clusters Score -2891909 nChanged 25411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -2906956.500000 Penalty: 989.015442
	Iteration 1F: 3 clusters Score -2906956 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -2907895.500000 Penalty: 989.015442
	Iteration 2Q: 3 clusters Score -2907896 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -2909584.250000 Penalty: 989.015442
	Iteration 3F: 3 clusters Score -2909584 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -2912582.500000 Penalty: 989.015442
	Iteration 4F: 3 clusters Score -2912582 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -2916732.250000 Penalty: 989.015442
	Iteration 5F: 3 clusters Score -2916732 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -2920340.250000 Penalty: 989.015442
	Iteration 6F: 3 clusters Score -2920340 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -2922469.500000 Penalty: 989.015442
	Iteration 7Q: 3 clusters Score -2922470 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -2923723.250000 Penalty: 989.015442
	Iteration 8Q: 3 clusters Score -2923723 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -2924527.000000 Penalty: 989.015442
	Iteration 9Q: 3 clusters Score -2924527 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -2925068.250000 Penalty: 989.015442
	Iteration 10Q: 3 clusters Score -2925068 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -2925542.500000 Penalty: 989.015442
	Iteration 11Q: 3 clusters Score -2925542 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -2925887.750000 Penalty: 989.015442
	Iteration 12Q: 3 clusters Score -2925888 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -2926119.250000 Penalty: 989.015442
	Iteration 13Q: 3 clusters Score -2926119 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -2926301.750000 Penalty: 989.015442
	Iteration 14Q: 3 clusters Score -2926302 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -2926448.000000 Penalty: 989.015442
	Iteration 15Q: 3 clusters Score -2926448 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -2926540.750000 Penalty: 989.015442
	Iteration 16Q: 3 clusters Score -2926541 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -2926612.000000 Penalty: 989.015442
	Iteration 17Q: 3 clusters Score -2926612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -2926666.000000 Penalty: 989.015442
	Iteration 18Q: 3 clusters Score -2926666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -2926702.000000 Penalty: 989.015442
	Iteration 19Q: 3 clusters Score -2926702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -2926736.750000 Penalty: 989.015442
	Iteration 20F: 3 clusters Score -2926737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -2926759.250000 Penalty: 989.015442
	Iteration 21Q: 3 clusters Score -2926759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -2926779.250000 Penalty: 989.015442
	Iteration 22Q: 3 clusters Score -2926779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -2926794.750000 Penalty: 989.015442
	Iteration 23Q: 3 clusters Score -2926795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -2926805.500000 Penalty: 989.015442
	Iteration 24Q: 3 clusters Score -2926806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -2926816.500000 Penalty: 989.015442
	Iteration 25Q: 3 clusters Score -2926816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -2926820.500000 Penalty: 989.015442
	Iteration 26Q: 3 clusters Score -2926820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -2926826.500000 Penalty: 989.015442
	Iteration 27Q: 3 clusters Score -2926826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -2926830.750000 Penalty: 989.015442
	Iteration 28Q: 3 clusters Score -2926831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -2926830.750000 Penalty: 989.015442
	Iteration 29Q: 3 clusters Score -2926831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -2926834.250000 Penalty: 989.015442
	Iteration 30Q: 3 clusters Score -2926834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -2926837.500000 Penalty: 989.015442
	Iteration 31Q: 3 clusters Score -2926838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -2926839.500000 Penalty: 989.015442
	Iteration 32Q: 3 clusters Score -2926840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -2926843.000000 Penalty: 989.015442
	Iteration 33Q: 3 clusters Score -2926843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -2926841.500000 Penalty: 989.015442
	Iteration 34Q: 3 clusters Score -2926842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -2926841.500000 Penalty: 989.015442
	Iteration 35Q: 3 clusters Score -2926842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -2926843.000000 Penalty: 989.015442
	Iteration 36Q: 3 clusters Score -2926843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -2926844.500000 Penalty: 989.015442
	Iteration 37Q: 3 clusters Score -2926844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -2926846.250000 Penalty: 989.015442
	Iteration 38Q: 3 clusters Score -2926846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -2926850.250000 Penalty: 989.015442
	Iteration 39Q: 3 clusters Score -2926850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -2926856.000000 Penalty: 989.015442
	Iteration 40F: 3 clusters Score -2926856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -2926858.750000 Penalty: 989.015442
	Iteration 41Q: 3 clusters Score -2926859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -2926862.250000 Penalty: 989.015442
	Iteration 42Q: 3 clusters Score -2926862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -2926864.500000 Penalty: 989.015442
	Iteration 43Q: 3 clusters Score -2926864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -2926865.750000 Penalty: 989.015442
	Iteration 44Q: 3 clusters Score -2926866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -2926866.750000 Penalty: 989.015442
	Iteration 45Q: 3 clusters Score -2926867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -2926864.750000 Penalty: 989.015442
	Iteration 46Q: 3 clusters Score -2926865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -2926868.500000 Penalty: 989.015442
	Iteration 47Q: 3 clusters Score -2926868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -2926869.250000 Penalty: 989.015442
	Iteration 48Q: 3 clusters Score -2926869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -2926869.250000 Penalty: 989.015442
	Iteration 49F: 3 clusters Score -2926869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Entering Unmasked Estep 
Score: -244157.375000 Penalty: 384.678253
	Iteration 0F: 2 clusters Score -244157.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -241052.484375 Penalty: 769.356506
	Iteration 0F: 3 clusters Score -241052.5 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -242244.156250 Penalty: 769.356506
	Iteration 1F: 3 clusters Score -242244.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -242420.953125 Penalty: 769.356506
	Iteration 2F: 3 clusters Score -242421 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -242635.343750 Penalty: 769.356506
	Iteration 3F: 3 clusters Score -242635.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -242876.187500 Penalty: 769.356506
	Iteration 4F: 3 clusters Score -242876.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -243080.109375 Penalty: 769.356506
	Iteration 5F: 3 clusters Score -243080.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -243238.312500 Penalty: 769.356506
	Iteration 6F: 3 clusters Score -243238.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -243350.968750 Penalty: 769.356506
	Iteration 7Q: 3 clusters Score -243351 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -243425.859375 Penalty: 769.356506
	Iteration 8Q: 3 clusters Score -243425.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -243473.750000 Penalty: 769.356506
	Iteration 9Q: 3 clusters Score -243473.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -243514.187500 Penalty: 769.356506
	Iteration 10Q: 3 clusters Score -243514.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -243559.640625 Penalty: 769.356506
	Iteration 11Q: 3 clusters Score -243559.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -243594.359375 Penalty: 769.356506
	Iteration 12Q: 3 clusters Score -243594.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -243626.093750 Penalty: 769.356506
	Iteration 13Q: 3 clusters Score -243626.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -243658.906250 Penalty: 769.356506
	Iteration 14Q: 3 clusters Score -243658.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -243684.500000 Penalty: 769.356506
	Iteration 15Q: 3 clusters Score -243684.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -243709.515625 Penalty: 769.356506
	Iteration 16Q: 3 clusters Score -243709.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -243732.031250 Penalty: 769.356506
	Iteration 17Q: 3 clusters Score -243732 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -243761.812500 Penalty: 769.356506
	Iteration 18Q: 3 clusters Score -243761.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -243792.609375 Penalty: 769.356506
	Iteration 19Q: 3 clusters Score -243792.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -243817.921875 Penalty: 769.356506
	Iteration 20F: 3 clusters Score -243817.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -243843.015625 Penalty: 769.356506
	Iteration 21Q: 3 clusters Score -243843 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -243862.875000 Penalty: 769.356506
	Iteration 22Q: 3 clusters Score -243862.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -243885.484375 Penalty: 769.356506
	Iteration 23Q: 3 clusters Score -243885.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -243908.234375 Penalty: 769.356506
	Iteration 24Q: 3 clusters Score -243908.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -243925.046875 Penalty: 769.356506
	Iteration 25Q: 3 clusters Score -243925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -243944.375000 Penalty: 769.356506
	Iteration 26Q: 3 clusters Score -243944.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -243966.828125 Penalty: 769.356506
	Iteration 27Q: 3 clusters Score -243966.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -243983.093750 Penalty: 769.356506
	Iteration 28Q: 3 clusters Score -243983.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -243994.531250 Penalty: 769.356506
	Iteration 29Q: 3 clusters Score -243994.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -244008.140625 Penalty: 769.356506
	Iteration 30Q: 3 clusters Score -244008.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -244024.734375 Penalty: 769.356506
	Iteration 31Q: 3 clusters Score -244024.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -244043.203125 Penalty: 769.356506
	Iteration 32Q: 3 clusters Score -244043.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -244056.796875 Penalty: 769.356506
	Iteration 33Q: 3 clusters Score -244056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -244062.718750 Penalty: 769.356506
	Iteration 34Q: 3 clusters Score -244062.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -244068.750000 Penalty: 769.356506
	Iteration 35Q: 3 clusters Score -244068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -244070.437500 Penalty: 769.356506
	Iteration 36Q: 3 clusters Score -244070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -244072.531250 Penalty: 769.356506
	Iteration 37Q: 3 clusters Score -244072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -244073.515625 Penalty: 769.356506
	Iteration 38Q: 3 clusters Score -244073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -244074.890625 Penalty: 769.356506
	Iteration 39Q: 3 clusters Score -244074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -244075.953125 Penalty: 769.356506
	Iteration 40F: 3 clusters Score -244076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -244077.015625 Penalty: 769.356506
	Iteration 41Q: 3 clusters Score -244077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -244078.531250 Penalty: 769.356506
	Iteration 42Q: 3 clusters Score -244078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -244078.656250 Penalty: 769.356506
	Iteration 43Q: 3 clusters Score -244078.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -244078.656250 Penalty: 769.356506
	Iteration 44F: 3 clusters Score -244078.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (159688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159688 members 
Entering Unmasked Estep 
Score: -8290426.500000 Penalty: 545.134460
	Iteration 0F: 2 clusters Score -8290426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -8182996.000000 Penalty: 1090.268921
	Iteration 0F: 3 clusters Score -8182996 nChanged 78651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -8231266.500000 Penalty: 1090.268921
	Iteration 1F: 3 clusters Score -8231266 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -8234103.000000 Penalty: 1090.268921
	Iteration 2Q: 3 clusters Score -8234103 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -8239249.500000 Penalty: 1090.268921
	Iteration 3F: 3 clusters Score -8239250 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -8247415.500000 Penalty: 1090.268921
	Iteration 4F: 3 clusters Score -8247416 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84217 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -8256841.000000 Penalty: 1090.268921
	Iteration 5F: 3 clusters Score -8256841 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85030 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -8261611.500000 Penalty: 1090.268921
	Iteration 6F: 3 clusters Score -8261612 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -8262876.000000 Penalty: 1090.268921
	Iteration 7Q: 3 clusters Score -8262876 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -8263205.000000 Penalty: 1090.268921
	Iteration 8Q: 3 clusters Score -8263205 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87905 members 
Mstep: Class 2 contains 71783 members 
Entering Unmasked Estep 
Score: -8263346.500000 Penalty: 1090.268921
	Iteration 9Q: 3 clusters Score -8263346 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88993 members 
Mstep: Class 2 contains 70695 members 
Entering Unmasked Estep 
Score: -8263483.000000 Penalty: 1090.268921
	Iteration 10Q: 3 clusters Score -8263483 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 69459 members 
Entering Unmasked Estep 
Score: -8263653.000000 Penalty: 1090.268921
	Iteration 11Q: 3 clusters Score -8263653 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 68052 members 
Entering Unmasked Estep 
Score: -8263884.000000 Penalty: 1090.268921
	Iteration 12Q: 3 clusters Score -8263884 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -8264096.000000 Penalty: 1090.268921
	Iteration 13Q: 3 clusters Score -8264096 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94790 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -8264399.500000 Penalty: 1090.268921
	Iteration 14Q: 3 clusters Score -8264400 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -8264762.000000 Penalty: 1090.268921
	Iteration 15Q: 3 clusters Score -8264762 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -8265192.000000 Penalty: 1090.268921
	Iteration 16Q: 3 clusters Score -8265192 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100778 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -8265640.000000 Penalty: 1090.268921
	Iteration 17Q: 3 clusters Score -8265640 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103179 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -8266125.500000 Penalty: 1090.268921
	Iteration 18Q: 3 clusters Score -8266126 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105756 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -8266709.500000 Penalty: 1090.268921
	Iteration 19Q: 3 clusters Score -8266710 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108614 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -8267536.000000 Penalty: 1090.268921
	Iteration 20F: 3 clusters Score -8267536 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111603 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -8268351.500000 Penalty: 1090.268921
	Iteration 21Q: 3 clusters Score -8268352 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114764 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -8269256.500000 Penalty: 1090.268921
	Iteration 22Q: 3 clusters Score -8269256 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118052 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -8270282.500000 Penalty: 1090.268921
	Iteration 23Q: 3 clusters Score -8270282 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121405 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -8271301.500000 Penalty: 1090.268921
	Iteration 24Q: 3 clusters Score -8271302 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124870 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -8272514.000000 Penalty: 1090.268921
	Iteration 25Q: 3 clusters Score -8272514 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128332 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -8273821.500000 Penalty: 1090.268921
	Iteration 26Q: 3 clusters Score -8273822 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131741 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -8275211.000000 Penalty: 1090.268921
	Iteration 27Q: 3 clusters Score -8275211 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135182 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -8276638.500000 Penalty: 1090.268921
	Iteration 28Q: 3 clusters Score -8276638 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138481 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -8278069.500000 Penalty: 1090.268921
	Iteration 29Q: 3 clusters Score -8278070 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141636 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -8279537.000000 Penalty: 1090.268921
	Iteration 30Q: 3 clusters Score -8279537 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144629 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -8281036.000000 Penalty: 1090.268921
	Iteration 31Q: 3 clusters Score -8281036 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147335 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -8282661.000000 Penalty: 1090.268921
	Iteration 32Q: 3 clusters Score -8282661 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149759 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -8284141.500000 Penalty: 1090.268921
	Iteration 33Q: 3 clusters Score -8284142 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151926 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -8285548.500000 Penalty: 1090.268921
	Iteration 34Q: 3 clusters Score -8285548 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153878 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -8286811.000000 Penalty: 1090.268921
	Iteration 35Q: 3 clusters Score -8286811 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155496 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -8287800.500000 Penalty: 1090.268921
	Iteration 36Q: 3 clusters Score -8287800 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8288491.000000 Penalty: 1090.268921
	Iteration 37Q: 3 clusters Score -8288491 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157647 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8288972.500000 Penalty: 1090.268921
	Iteration 38Q: 3 clusters Score -8288972 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158244 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8289330.000000 Penalty: 1090.268921
	Iteration 39Q: 3 clusters Score -8289330 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158649 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8289624.500000 Penalty: 1090.268921
	Iteration 40F: 3 clusters Score -8289624 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8289788.000000 Penalty: 1090.268921
	Iteration 41Q: 3 clusters Score -8289788 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159171 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8289906.000000 Penalty: 1090.268921
	Iteration 42Q: 3 clusters Score -8289906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159279 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8289950.000000 Penalty: 1090.268921
	Iteration 43Q: 3 clusters Score -8289950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159339 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8289964.500000 Penalty: 1090.268921
	Iteration 44Q: 3 clusters Score -8289964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159376 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8289978.500000 Penalty: 1090.268921
	Iteration 45Q: 3 clusters Score -8289978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159398 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8289989.000000 Penalty: 1090.268921
	Iteration 46Q: 3 clusters Score -8289989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159417 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8289999.500000 Penalty: 1090.268921
	Iteration 47Q: 3 clusters Score -8290000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159432 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8290008.000000 Penalty: 1090.268921
	Iteration 48Q: 3 clusters Score -8290008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159450 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8290019.000000 Penalty: 1090.268921
	Iteration 49Q: 3 clusters Score -8290019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159462 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8290024.500000 Penalty: 1090.268921
	Iteration 50Q: 3 clusters Score -8290024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8290021.500000 Penalty: 1090.268921
	Iteration 51Q: 3 clusters Score -8290022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159476 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8290020.000000 Penalty: 1090.268921
	Iteration 52Q: 3 clusters Score -8290020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159483 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8290019.500000 Penalty: 1090.268921
	Iteration 53Q: 3 clusters Score -8290020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159490 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8290027.000000 Penalty: 1090.268921
	Iteration 54Q: 3 clusters Score -8290027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159497 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8290030.500000 Penalty: 1090.268921
	Iteration 55Q: 3 clusters Score -8290030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159503 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8290034.500000 Penalty: 1090.268921
	Iteration 56Q: 3 clusters Score -8290034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159505 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8290036.000000 Penalty: 1090.268921
	Iteration 57Q: 3 clusters Score -8290036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159507 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8290034.500000 Penalty: 1090.268921
	Iteration 58Q: 3 clusters Score -8290034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159509 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8290032.500000 Penalty: 1090.268921
	Iteration 59Q: 3 clusters Score -8290032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159509 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8290030.500000 Penalty: 1090.268921
	Iteration 60F: 3 clusters Score -8290030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (76973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Entering Unmasked Estep 
Score: -4131735.500000 Penalty: 511.930054
	Iteration 0F: 2 clusters Score -4131736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -4080017.750000 Penalty: 1023.860107
	Iteration 0F: 3 clusters Score -4080018 nChanged 37576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -4102114.500000 Penalty: 1023.860107
	Iteration 1F: 3 clusters Score -4102114 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -4102684.000000 Penalty: 1023.860107
	Iteration 2Q: 3 clusters Score -4102684 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -4103493.000000 Penalty: 1023.860107
	Iteration 3Q: 3 clusters Score -4103493 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -4104958.250000 Penalty: 1023.860107
	Iteration 4Q: 3 clusters Score -4104958 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -4107758.000000 Penalty: 1023.860107
	Iteration 5F: 3 clusters Score -4107758 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -4112363.250000 Penalty: 1023.860107
	Iteration 6F: 3 clusters Score -4112363 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -4117906.750000 Penalty: 1023.860107
	Iteration 7F: 3 clusters Score -4117907 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -4122435.250000 Penalty: 1023.860107
	Iteration 8F: 3 clusters Score -4122435 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -4125066.250000 Penalty: 1023.860107
	Iteration 9Q: 3 clusters Score -4125066 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -4126399.500000 Penalty: 1023.860107
	Iteration 10Q: 3 clusters Score -4126400 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 64984 members 
Entering Unmasked Estep 
Score: -4127094.000000 Penalty: 1023.860107
	Iteration 11Q: 3 clusters Score -4127094 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -4127578.750000 Penalty: 1023.860107
	Iteration 12Q: 3 clusters Score -4127579 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -4127981.250000 Penalty: 1023.860107
	Iteration 13Q: 3 clusters Score -4127981 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -4128332.750000 Penalty: 1023.860107
	Iteration 14Q: 3 clusters Score -4128333 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -4128665.000000 Penalty: 1023.860107
	Iteration 15Q: 3 clusters Score -4128665 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -4128937.250000 Penalty: 1023.860107
	Iteration 16Q: 3 clusters Score -4128937 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -4129185.500000 Penalty: 1023.860107
	Iteration 17Q: 3 clusters Score -4129186 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -4129415.750000 Penalty: 1023.860107
	Iteration 18Q: 3 clusters Score -4129416 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -4129643.000000 Penalty: 1023.860107
	Iteration 19Q: 3 clusters Score -4129643 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -4129797.500000 Penalty: 1023.860107
	Iteration 20F: 3 clusters Score -4129798 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 70703 members 
Entering Unmasked Estep 
Score: -4129945.500000 Penalty: 1023.860107
	Iteration 21Q: 3 clusters Score -4129946 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 71086 members 
Entering Unmasked Estep 
Score: -4130054.500000 Penalty: 1023.860107
	Iteration 22Q: 3 clusters Score -4130054 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 71450 members 
Entering Unmasked Estep 
Score: -4130168.500000 Penalty: 1023.860107
	Iteration 23Q: 3 clusters Score -4130168 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -4130263.750000 Penalty: 1023.860107
	Iteration 24Q: 3 clusters Score -4130264 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -4130366.500000 Penalty: 1023.860107
	Iteration 25Q: 3 clusters Score -4130366 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -4130435.000000 Penalty: 1023.860107
	Iteration 26Q: 3 clusters Score -4130435 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -4130505.500000 Penalty: 1023.860107
	Iteration 27Q: 3 clusters Score -4130506 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -4130568.250000 Penalty: 1023.860107
	Iteration 28Q: 3 clusters Score -4130568 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -4130622.750000 Penalty: 1023.860107
	Iteration 29Q: 3 clusters Score -4130623 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 73415 members 
Entering Unmasked Estep 
Score: -4130687.000000 Penalty: 1023.860107
	Iteration 30Q: 3 clusters Score -4130687 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -4130736.250000 Penalty: 1023.860107
	Iteration 31Q: 3 clusters Score -4130736 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -4130795.000000 Penalty: 1023.860107
	Iteration 32Q: 3 clusters Score -4130795 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -4130827.000000 Penalty: 1023.860107
	Iteration 33Q: 3 clusters Score -4130827 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -4130861.750000 Penalty: 1023.860107
	Iteration 34Q: 3 clusters Score -4130862 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -4130919.750000 Penalty: 1023.860107
	Iteration 35Q: 3 clusters Score -4130920 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -4130957.000000 Penalty: 1023.860107
	Iteration 36Q: 3 clusters Score -4130957 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -4131004.250000 Penalty: 1023.860107
	Iteration 37Q: 3 clusters Score -4131004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -4131017.500000 Penalty: 1023.860107
	Iteration 38Q: 3 clusters Score -4131018 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -4131040.250000 Penalty: 1023.860107
	Iteration 39Q: 3 clusters Score -4131040 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 74930 members 
Entering Unmasked Estep 
Score: -4131060.500000 Penalty: 1023.860107
	Iteration 40F: 3 clusters Score -4131060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 75045 members 
Entering Unmasked Estep 
Score: -4131094.000000 Penalty: 1023.860107
	Iteration 41Q: 3 clusters Score -4131094 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -4131119.750000 Penalty: 1023.860107
	Iteration 42Q: 3 clusters Score -4131120 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -4131140.750000 Penalty: 1023.860107
	Iteration 43Q: 3 clusters Score -4131141 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -4131170.750000 Penalty: 1023.860107
	Iteration 44Q: 3 clusters Score -4131171 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -4131194.000000 Penalty: 1023.860107
	Iteration 45Q: 3 clusters Score -4131194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -4131211.250000 Penalty: 1023.860107
	Iteration 46Q: 3 clusters Score -4131211 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 75551 members 
Entering Unmasked Estep 
Score: -4131221.750000 Penalty: 1023.860107
	Iteration 47Q: 3 clusters Score -4131222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 75600 members 
Entering Unmasked Estep 
Score: -4131233.750000 Penalty: 1023.860107
	Iteration 48Q: 3 clusters Score -4131234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -4131238.250000 Penalty: 1023.860107
	Iteration 49Q: 3 clusters Score -4131238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -4131241.500000 Penalty: 1023.860107
	Iteration 50Q: 3 clusters Score -4131242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -4131240.750000 Penalty: 1023.860107
	Iteration 51Q: 3 clusters Score -4131241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -4131243.750000 Penalty: 1023.860107
	Iteration 52Q: 3 clusters Score -4131244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 75752 members 
Entering Unmasked Estep 
Score: -4131247.750000 Penalty: 1023.860107
	Iteration 53Q: 3 clusters Score -4131248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -4131250.250000 Penalty: 1023.860107
	Iteration 54Q: 3 clusters Score -4131250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -4131249.000000 Penalty: 1023.860107
	Iteration 55Q: 3 clusters Score -4131249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 75806 members 
Entering Unmasked Estep 
Score: -4131249.000000 Penalty: 1023.860107
	Iteration 56Q: 3 clusters Score -4131249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -4131251.500000 Penalty: 1023.860107
	Iteration 57Q: 3 clusters Score -4131252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -4131255.750000 Penalty: 1023.860107
	Iteration 58Q: 3 clusters Score -4131256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -4131258.500000 Penalty: 1023.860107
	Iteration 59Q: 3 clusters Score -4131258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -4131262.500000 Penalty: 1023.860107
	Iteration 60F: 3 clusters Score -4131262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -4131258.000000 Penalty: 1023.860107
	Iteration 61Q: 3 clusters Score -4131258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -4131260.750000 Penalty: 1023.860107
	Iteration 62Q: 3 clusters Score -4131261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -4131260.750000 Penalty: 1023.860107
	Iteration 63Q: 3 clusters Score -4131261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -4131261.000000 Penalty: 1023.860107
	Iteration 64Q: 3 clusters Score -4131261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -4131260.500000 Penalty: 1023.860107
	Iteration 65Q: 3 clusters Score -4131260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -4131261.250000 Penalty: 1023.860107
	Iteration 66Q: 3 clusters Score -4131261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -4131259.500000 Penalty: 1023.860107
	Iteration 67Q: 3 clusters Score -4131260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -4131260.250000 Penalty: 1023.860107
	Iteration 68Q: 3 clusters Score -4131260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -4131256.750000 Penalty: 1023.860107
	Iteration 69Q: 3 clusters Score -4131257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -4131259.250000 Penalty: 1023.860107
	Iteration 70Q: 3 clusters Score -4131259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -4131259.500000 Penalty: 1023.860107
	Iteration 71Q: 3 clusters Score -4131260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -4131261.750000 Penalty: 1023.860107
	Iteration 72Q: 3 clusters Score -4131262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -4131265.500000 Penalty: 1023.860107
	Iteration 73Q: 3 clusters Score -4131266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -4131265.750000 Penalty: 1023.860107
	Iteration 74Q: 3 clusters Score -4131266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -4131262.750000 Penalty: 1023.860107
	Iteration 75Q: 3 clusters Score -4131263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -4131264.250000 Penalty: 1023.860107
	Iteration 76Q: 3 clusters Score -4131264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 75904 members 
Entering Unmasked Estep 
Score: -4131262.750000 Penalty: 1023.860107
	Iteration 77Q: 3 clusters Score -4131263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -4131266.750000 Penalty: 1023.860107
	Iteration 78Q: 3 clusters Score -4131267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -4131264.250000 Penalty: 1023.860107
	Iteration 79Q: 3 clusters Score -4131264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -4131266.000000 Penalty: 1023.860107
	Iteration 80F: 3 clusters Score -4131266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -4131265.500000 Penalty: 1023.860107
	Iteration 81Q: 3 clusters Score -4131266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -4131264.500000 Penalty: 1023.860107
	Iteration 82Q: 3 clusters Score -4131264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -4131262.750000 Penalty: 1023.860107
	Iteration 83Q: 3 clusters Score -4131263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -4131266.000000 Penalty: 1023.860107
	Iteration 84Q: 3 clusters Score -4131266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 75912 members 
Entering Unmasked Estep 
Score: -4131265.750000 Penalty: 1023.860107
	Iteration 85Q: 3 clusters Score -4131266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -4131268.000000 Penalty: 1023.860107
	Iteration 86Q: 3 clusters Score -4131268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -4131268.000000 Penalty: 1023.860107
	Iteration 87F: 3 clusters Score -4131268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Entering Unmasked Estep 
Score: -281916.406250 Penalty: 391.586761
	Iteration 0F: 2 clusters Score -281916.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -278163.187500 Penalty: 783.173523
	Iteration 0F: 3 clusters Score -278163.2 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -279769.875000 Penalty: 783.173523
	Iteration 1F: 3 clusters Score -279769.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -280162.812500 Penalty: 783.173523
	Iteration 2F: 3 clusters Score -280162.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -280572.250000 Penalty: 783.173523
	Iteration 3F: 3 clusters Score -280572.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -280924.406250 Penalty: 783.173523
	Iteration 4F: 3 clusters Score -280924.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -281233.187500 Penalty: 783.173523
	Iteration 5F: 3 clusters Score -281233.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -281447.812500 Penalty: 783.173523
	Iteration 6F: 3 clusters Score -281447.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -281581.031250 Penalty: 783.173523
	Iteration 7Q: 3 clusters Score -281581 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -281657.093750 Penalty: 783.173523
	Iteration 8Q: 3 clusters Score -281657.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -281696.437500 Penalty: 783.173523
	Iteration 9Q: 3 clusters Score -281696.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -281724.937500 Penalty: 783.173523
	Iteration 10Q: 3 clusters Score -281724.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -281748.156250 Penalty: 783.173523
	Iteration 11Q: 3 clusters Score -281748.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -281766.156250 Penalty: 783.173523
	Iteration 12Q: 3 clusters Score -281766.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -281783.218750 Penalty: 783.173523
	Iteration 13Q: 3 clusters Score -281783.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -281800.062500 Penalty: 783.173523
	Iteration 14Q: 3 clusters Score -281800.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -281806.375000 Penalty: 783.173523
	Iteration 15Q: 3 clusters Score -281806.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -281811.562500 Penalty: 783.173523
	Iteration 16Q: 3 clusters Score -281811.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -281817.875000 Penalty: 783.173523
	Iteration 17Q: 3 clusters Score -281817.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -281823.312500 Penalty: 783.173523
	Iteration 18Q: 3 clusters Score -281823.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -281826.281250 Penalty: 783.173523
	Iteration 19Q: 3 clusters Score -281826.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -281826.843750 Penalty: 783.173523
	Iteration 20F: 3 clusters Score -281826.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -281827.843750 Penalty: 783.173523
	Iteration 21Q: 3 clusters Score -281827.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -281829.000000 Penalty: 783.173523
	Iteration 22Q: 3 clusters Score -281829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -281829.312500 Penalty: 783.173523
	Iteration 23Q: 3 clusters Score -281829.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -281830.187500 Penalty: 783.173523
	Iteration 24Q: 3 clusters Score -281830.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -281830.968750 Penalty: 783.173523
	Iteration 25Q: 3 clusters Score -281831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -281830.906250 Penalty: 783.173523
	Iteration 26Q: 3 clusters Score -281830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -281830.906250 Penalty: 783.173523
	Iteration 27F: 3 clusters Score -281830.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Entering Unmasked Estep 
Score: -763411.375000 Penalty: 436.364105
	Iteration 0F: 2 clusters Score -763411.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -753695.000000 Penalty: 872.728210
	Iteration 0F: 3 clusters Score -753695 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -757967.937500 Penalty: 872.728210
	Iteration 1F: 3 clusters Score -757967.9 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -758561.687500 Penalty: 872.728210
	Iteration 2F: 3 clusters Score -758561.7 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -759418.500000 Penalty: 872.728210
	Iteration 3F: 3 clusters Score -759418.5 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -760530.687500 Penalty: 872.728210
	Iteration 4F: 3 clusters Score -760530.7 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -761802.125000 Penalty: 872.728210
	Iteration 5F: 3 clusters Score -761802.1 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -762913.000000 Penalty: 872.728210
	Iteration 6F: 3 clusters Score -762913 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -763414.937500 Penalty: 872.728210
	Iteration 7Q: 3 clusters Score -763414.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -763522.437500 Penalty: 872.728210
	Iteration 8Q: 3 clusters Score -763522.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -763557.687500 Penalty: 872.728210
	Iteration 9Q: 3 clusters Score -763557.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -763577.375000 Penalty: 872.728210
	Iteration 10Q: 3 clusters Score -763577.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -763587.562500 Penalty: 872.728210
	Iteration 11Q: 3 clusters Score -763587.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -763593.062500 Penalty: 872.728210
	Iteration 12Q: 3 clusters Score -763593.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -763601.125000 Penalty: 872.728210
	Iteration 13Q: 3 clusters Score -763601.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -763602.125000 Penalty: 872.728210
	Iteration 14Q: 3 clusters Score -763602.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -763602.750000 Penalty: 872.728210
	Iteration 15Q: 3 clusters Score -763602.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -763603.937500 Penalty: 872.728210
	Iteration 16Q: 3 clusters Score -763603.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -763604.437500 Penalty: 872.728210
	Iteration 17Q: 3 clusters Score -763604.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -763606.187500 Penalty: 872.728210
	Iteration 18Q: 3 clusters Score -763606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -763608.625000 Penalty: 872.728210
	Iteration 19Q: 3 clusters Score -763608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -763610.250000 Penalty: 872.728210
	Iteration 20F: 3 clusters Score -763610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -763607.562500 Penalty: 872.728210
	Iteration 21Q: 3 clusters Score -763607.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -763610.187500 Penalty: 872.728210
	Iteration 22Q: 3 clusters Score -763610.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -763609.875000 Penalty: 872.728210
	Iteration 23Q: 3 clusters Score -763609.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -763610.125000 Penalty: 872.728210
	Iteration 24Q: 3 clusters Score -763610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -763609.812500 Penalty: 872.728210
	Iteration 25Q: 3 clusters Score -763609.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -763610.000000 Penalty: 872.728210
	Iteration 26Q: 3 clusters Score -763610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -763612.000000 Penalty: 872.728210
	Iteration 27Q: 3 clusters Score -763612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -763609.500000 Penalty: 872.728210
	Iteration 28Q: 3 clusters Score -763609.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -763609.312500 Penalty: 872.728210
	Iteration 29Q: 3 clusters Score -763609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -763609.375000 Penalty: 872.728210
	Iteration 30Q: 3 clusters Score -763609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -763609.312500 Penalty: 872.728210
	Iteration 31Q: 3 clusters Score -763609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -763610.750000 Penalty: 872.728210
	Iteration 32Q: 3 clusters Score -763610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -763611.937500 Penalty: 872.728210
	Iteration 33Q: 3 clusters Score -763611.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -763610.937500 Penalty: 872.728210
	Iteration 34Q: 3 clusters Score -763610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -763610.562500 Penalty: 872.728210
	Iteration 35Q: 3 clusters Score -763610.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -763610.437500 Penalty: 872.728210
	Iteration 36Q: 3 clusters Score -763610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -763610.750000 Penalty: 872.728210
	Iteration 37Q: 3 clusters Score -763610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -763610.875000 Penalty: 872.728210
	Iteration 38Q: 3 clusters Score -763610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -763610.875000 Penalty: 872.728210
	Iteration 39F: 3 clusters Score -763610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 68531 members 
Mstep: Class 3 contains 76781 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 47152 members 
Mstep: Class 6 contains 52486 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 159688 members 
Mstep: Class 9 contains 76973 members 
Mstep: Class 10 contains 5466 members 
Mstep: Class 11 contains 11526 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 90056 members 
Mstep: Class 15 contains 12718 members 
Mstep: Class 16 contains 73979 members 
Mstep: Class 17 contains 58421 members 
Mstep: Class 18 contains 16358 members 
Mstep: Class 19 contains 95667 members 
Mstep: Class 20 contains 15375 members 
Mstep: Class 21 contains 3426 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 35034 members 
Mstep: Class 24 contains 12549 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 31340 members 
Mstep: Class 27 contains 140325 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6829 members 
Mstep: Class 30 contains 10110 members 
Mstep: Class 31 contains 74064 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21052 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2464 members 
Mstep: Class 36 contains 90400 members 
Mstep: Class 37 contains 8307 members 
Mstep: Class 38 contains 34949 members 
Mstep: Class 39 contains 6750 members 
Mstep: Class 40 contains 3059 members 
Mstep: Class 41 contains 81174 members 
Mstep: Class 42 contains 154572 members 
Mstep: Class 43 contains 21904 members 
Mstep: Class 44 contains 1478 members 
Mstep: Class 45 contains 41012 members 
Mstep: Class 46 contains 3098 members 
Entering Unmasked Estep 
Score: -87418544.000000 Penalty: 30063.429688
Splitting cluster 11 changes total score from -87419368.000000 to -87418544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -60481.316406 Penalty: 324.419464
	Iteration 0F: 2 clusters Score -60481.32 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 614 members 
Entering Unmasked Estep 
Score: -59522.488281 Penalty: 648.838928
	Iteration 0F: 3 clusters Score -59522.49 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -59808.003906 Penalty: 648.838928
	Iteration 1F: 3 clusters Score -59808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -59863.464844 Penalty: 648.838928
	Iteration 2F: 3 clusters Score -59863.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -59900.410156 Penalty: 648.838928
	Iteration 3F: 3 clusters Score -59900.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59928.000000 Penalty: 648.838928
	Iteration 4Q: 3 clusters Score -59928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -59949.308594 Penalty: 648.838928
	Iteration 5Q: 3 clusters Score -59949.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -59973.441406 Penalty: 648.838928
	Iteration 6Q: 3 clusters Score -59973.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59997.617188 Penalty: 648.838928
	Iteration 7Q: 3 clusters Score -59997.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -60019.542969 Penalty: 648.838928
	Iteration 8Q: 3 clusters Score -60019.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60041.359375 Penalty: 648.838928
	Iteration 9Q: 3 clusters Score -60041.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60052.363281 Penalty: 648.838928
	Iteration 10Q: 3 clusters Score -60052.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60063.902344 Penalty: 648.838928
	Iteration 11Q: 3 clusters Score -60063.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60078.585938 Penalty: 648.838928
	Iteration 12Q: 3 clusters Score -60078.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60105.660156 Penalty: 648.838928
	Iteration 13Q: 3 clusters Score -60105.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60137.242188 Penalty: 648.838928
	Iteration 14Q: 3 clusters Score -60137.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60158.003906 Penalty: 648.838928
	Iteration 15Q: 3 clusters Score -60158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60175.906250 Penalty: 648.838928
	Iteration 16Q: 3 clusters Score -60175.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60192.351562 Penalty: 648.838928
	Iteration 17Q: 3 clusters Score -60192.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60204.792969 Penalty: 648.838928
	Iteration 18Q: 3 clusters Score -60204.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60216.226562 Penalty: 648.838928
	Iteration 19Q: 3 clusters Score -60216.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60223.503906 Penalty: 648.838928
	Iteration 20F: 3 clusters Score -60223.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60235.269531 Penalty: 648.838928
	Iteration 21Q: 3 clusters Score -60235.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60238.628906 Penalty: 648.838928
	Iteration 22Q: 3 clusters Score -60238.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60239.636719 Penalty: 648.838928
	Iteration 23Q: 3 clusters Score -60239.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60240.238281 Penalty: 648.838928
	Iteration 24Q: 3 clusters Score -60240.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60240.238281 Penalty: 648.838928
	Iteration 25F: 3 clusters Score -60240.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Entering Unmasked Estep 
Score: -580548.375000 Penalty: 421.034027
	Iteration 0F: 2 clusters Score -580548.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -573476.437500 Penalty: 842.068054
	Iteration 0F: 3 clusters Score -573476.4 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -576325.062500 Penalty: 842.068054
	Iteration 1F: 3 clusters Score -576325.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -576536.000000 Penalty: 842.068054
	Iteration 2F: 3 clusters Score -576536 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -576765.250000 Penalty: 842.068054
	Iteration 3Q: 3 clusters Score -576765.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -577051.000000 Penalty: 842.068054
	Iteration 4Q: 3 clusters Score -577051 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -577461.062500 Penalty: 842.068054
	Iteration 5F: 3 clusters Score -577461.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -578010.000000 Penalty: 842.068054
	Iteration 6F: 3 clusters Score -578010 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -578564.750000 Penalty: 842.068054
	Iteration 7F: 3 clusters Score -578564.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -578895.687500 Penalty: 842.068054
	Iteration 8Q: 3 clusters Score -578895.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -579044.937500 Penalty: 842.068054
	Iteration 9Q: 3 clusters Score -579044.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -579107.937500 Penalty: 842.068054
	Iteration 10Q: 3 clusters Score -579107.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -579157.875000 Penalty: 842.068054
	Iteration 11Q: 3 clusters Score -579157.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -579197.000000 Penalty: 842.068054
	Iteration 12Q: 3 clusters Score -579197 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -579232.312500 Penalty: 842.068054
	Iteration 13Q: 3 clusters Score -579232.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -579273.000000 Penalty: 842.068054
	Iteration 14Q: 3 clusters Score -579273 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -579312.750000 Penalty: 842.068054
	Iteration 15Q: 3 clusters Score -579312.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -579355.312500 Penalty: 842.068054
	Iteration 16Q: 3 clusters Score -579355.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -579393.937500 Penalty: 842.068054
	Iteration 17Q: 3 clusters Score -579393.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -579436.687500 Penalty: 842.068054
	Iteration 18Q: 3 clusters Score -579436.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -579469.125000 Penalty: 842.068054
	Iteration 19Q: 3 clusters Score -579469.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -579496.750000 Penalty: 842.068054
	Iteration 20F: 3 clusters Score -579496.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -579524.750000 Penalty: 842.068054
	Iteration 21Q: 3 clusters Score -579524.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -579561.437500 Penalty: 842.068054
	Iteration 22Q: 3 clusters Score -579561.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -579597.437500 Penalty: 842.068054
	Iteration 23Q: 3 clusters Score -579597.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -579641.812500 Penalty: 842.068054
	Iteration 24Q: 3 clusters Score -579641.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -579681.312500 Penalty: 842.068054
	Iteration 25Q: 3 clusters Score -579681.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -579713.250000 Penalty: 842.068054
	Iteration 26Q: 3 clusters Score -579713.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -579742.625000 Penalty: 842.068054
	Iteration 27Q: 3 clusters Score -579742.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -579762.000000 Penalty: 842.068054
	Iteration 28Q: 3 clusters Score -579762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -579780.875000 Penalty: 842.068054
	Iteration 29Q: 3 clusters Score -579780.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -579792.687500 Penalty: 842.068054
	Iteration 30Q: 3 clusters Score -579792.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -579801.375000 Penalty: 842.068054
	Iteration 31Q: 3 clusters Score -579801.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -579813.125000 Penalty: 842.068054
	Iteration 32Q: 3 clusters Score -579813.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -579827.562500 Penalty: 842.068054
	Iteration 33Q: 3 clusters Score -579827.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -579844.000000 Penalty: 842.068054
	Iteration 34Q: 3 clusters Score -579844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -579860.062500 Penalty: 842.068054
	Iteration 35Q: 3 clusters Score -579860.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -579877.375000 Penalty: 842.068054
	Iteration 36Q: 3 clusters Score -579877.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -579891.187500 Penalty: 842.068054
	Iteration 37Q: 3 clusters Score -579891.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -579907.500000 Penalty: 842.068054
	Iteration 38Q: 3 clusters Score -579907.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -579920.250000 Penalty: 842.068054
	Iteration 39Q: 3 clusters Score -579920.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -579930.062500 Penalty: 842.068054
	Iteration 40F: 3 clusters Score -579930.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -579942.187500 Penalty: 842.068054
	Iteration 41Q: 3 clusters Score -579942.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -579954.750000 Penalty: 842.068054
	Iteration 42Q: 3 clusters Score -579954.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -579972.312500 Penalty: 842.068054
	Iteration 43Q: 3 clusters Score -579972.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -579988.250000 Penalty: 842.068054
	Iteration 44Q: 3 clusters Score -579988.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -580002.375000 Penalty: 842.068054
	Iteration 45Q: 3 clusters Score -580002.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -580016.875000 Penalty: 842.068054
	Iteration 46Q: 3 clusters Score -580016.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -580032.875000 Penalty: 842.068054
	Iteration 47Q: 3 clusters Score -580032.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -580052.500000 Penalty: 842.068054
	Iteration 48Q: 3 clusters Score -580052.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -580072.562500 Penalty: 842.068054
	Iteration 49Q: 3 clusters Score -580072.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -580090.000000 Penalty: 842.068054
	Iteration 50Q: 3 clusters Score -580090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -580103.687500 Penalty: 842.068054
	Iteration 51Q: 3 clusters Score -580103.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -580114.062500 Penalty: 842.068054
	Iteration 52Q: 3 clusters Score -580114.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -580122.562500 Penalty: 842.068054
	Iteration 53Q: 3 clusters Score -580122.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -580129.125000 Penalty: 842.068054
	Iteration 54Q: 3 clusters Score -580129.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -580141.437500 Penalty: 842.068054
	Iteration 55Q: 3 clusters Score -580141.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -580146.000000 Penalty: 842.068054
	Iteration 56Q: 3 clusters Score -580146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -580152.875000 Penalty: 842.068054
	Iteration 57Q: 3 clusters Score -580152.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -580160.312500 Penalty: 842.068054
	Iteration 58Q: 3 clusters Score -580160.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -580166.625000 Penalty: 842.068054
	Iteration 59Q: 3 clusters Score -580166.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -580170.000000 Penalty: 842.068054
	Iteration 60F: 3 clusters Score -580170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -580170.937500 Penalty: 842.068054
	Iteration 61Q: 3 clusters Score -580170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -580171.625000 Penalty: 842.068054
	Iteration 62Q: 3 clusters Score -580171.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -580172.125000 Penalty: 842.068054
	Iteration 63Q: 3 clusters Score -580172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -580172.125000 Penalty: 842.068054
	Iteration 64F: 3 clusters Score -580172.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Entering Unmasked Estep 
Score: -4746522.000000 Penalty: 519.072510
	Iteration 0F: 2 clusters Score -4746522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -4686313.000000 Penalty: 1038.145020
	Iteration 0F: 3 clusters Score -4686313 nChanged 44055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -4713470.500000 Penalty: 1038.145020
	Iteration 1F: 3 clusters Score -4713470 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -4715392.000000 Penalty: 1038.145020
	Iteration 2Q: 3 clusters Score -4715392 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -4718472.000000 Penalty: 1038.145020
	Iteration 3F: 3 clusters Score -4718472 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -4722898.500000 Penalty: 1038.145020
	Iteration 4F: 3 clusters Score -4722898 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 65232 members 
Entering Unmasked Estep 
Score: -4727934.500000 Penalty: 1038.145020
	Iteration 5F: 3 clusters Score -4727934 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -4732590.000000 Penalty: 1038.145020
	Iteration 6F: 3 clusters Score -4732590 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -4736068.500000 Penalty: 1038.145020
	Iteration 7F: 3 clusters Score -4736068 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -4738270.000000 Penalty: 1038.145020
	Iteration 8Q: 3 clusters Score -4738270 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 78244 members 
Entering Unmasked Estep 
Score: -4739685.500000 Penalty: 1038.145020
	Iteration 9Q: 3 clusters Score -4739686 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -4740754.000000 Penalty: 1038.145020
	Iteration 10Q: 3 clusters Score -4740754 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -4741664.000000 Penalty: 1038.145020
	Iteration 11Q: 3 clusters Score -4741664 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -4742523.000000 Penalty: 1038.145020
	Iteration 12Q: 3 clusters Score -4742523 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 84777 members 
Entering Unmasked Estep 
Score: -4743258.500000 Penalty: 1038.145020
	Iteration 13Q: 3 clusters Score -4743258 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 85980 members 
Entering Unmasked Estep 
Score: -4743969.000000 Penalty: 1038.145020
	Iteration 14Q: 3 clusters Score -4743969 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 86978 members 
Entering Unmasked Estep 
Score: -4744532.000000 Penalty: 1038.145020
	Iteration 15Q: 3 clusters Score -4744532 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 87777 members 
Entering Unmasked Estep 
Score: -4745011.000000 Penalty: 1038.145020
	Iteration 16Q: 3 clusters Score -4745011 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 88398 members 
Entering Unmasked Estep 
Score: -4745404.500000 Penalty: 1038.145020
	Iteration 17Q: 3 clusters Score -4745404 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 88819 members 
Entering Unmasked Estep 
Score: -4745648.000000 Penalty: 1038.145020
	Iteration 18Q: 3 clusters Score -4745648 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 89125 members 
Entering Unmasked Estep 
Score: -4745794.000000 Penalty: 1038.145020
	Iteration 19Q: 3 clusters Score -4745794 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 89337 members 
Entering Unmasked Estep 
Score: -4745916.000000 Penalty: 1038.145020
	Iteration 20F: 3 clusters Score -4745916 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -4745983.500000 Penalty: 1038.145020
	Iteration 21Q: 3 clusters Score -4745984 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -4746033.000000 Penalty: 1038.145020
	Iteration 22Q: 3 clusters Score -4746033 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -4746080.000000 Penalty: 1038.145020
	Iteration 23Q: 3 clusters Score -4746080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -4746115.000000 Penalty: 1038.145020
	Iteration 24Q: 3 clusters Score -4746115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 89708 members 
Entering Unmasked Estep 
Score: -4746129.500000 Penalty: 1038.145020
	Iteration 25Q: 3 clusters Score -4746130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -4746151.500000 Penalty: 1038.145020
	Iteration 26Q: 3 clusters Score -4746152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -4746165.500000 Penalty: 1038.145020
	Iteration 27Q: 3 clusters Score -4746166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -4746180.000000 Penalty: 1038.145020
	Iteration 28Q: 3 clusters Score -4746180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -4746191.500000 Penalty: 1038.145020
	Iteration 29Q: 3 clusters Score -4746192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 89759 members 
Entering Unmasked Estep 
Score: -4746192.500000 Penalty: 1038.145020
	Iteration 30Q: 3 clusters Score -4746192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -4746208.000000 Penalty: 1038.145020
	Iteration 31Q: 3 clusters Score -4746208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 89775 members 
Entering Unmasked Estep 
Score: -4746217.000000 Penalty: 1038.145020
	Iteration 32Q: 3 clusters Score -4746217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 89780 members 
Entering Unmasked Estep 
Score: -4746222.000000 Penalty: 1038.145020
	Iteration 33Q: 3 clusters Score -4746222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 89783 members 
Entering Unmasked Estep 
Score: -4746227.500000 Penalty: 1038.145020
	Iteration 34Q: 3 clusters Score -4746228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -4746231.000000 Penalty: 1038.145020
	Iteration 35Q: 3 clusters Score -4746231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 89786 members 
Entering Unmasked Estep 
Score: -4746234.500000 Penalty: 1038.145020
	Iteration 36Q: 3 clusters Score -4746234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 89786 members 
Entering Unmasked Estep 
Score: -4746235.000000 Penalty: 1038.145020
	Iteration 37Q: 3 clusters Score -4746235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 89786 members 
Entering Unmasked Estep 
Score: -4746235.000000 Penalty: 1038.145020
	Iteration 38F: 3 clusters Score -4746235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Entering Unmasked Estep 
Score: -689421.312500 Penalty: 430.010193
	Iteration 0F: 2 clusters Score -689421.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -680911.500000 Penalty: 860.020386
	Iteration 0F: 3 clusters Score -680911.5 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -684271.000000 Penalty: 860.020386
	Iteration 1F: 3 clusters Score -684271 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -684537.250000 Penalty: 860.020386
	Iteration 2F: 3 clusters Score -684537.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -684807.250000 Penalty: 860.020386
	Iteration 3F: 3 clusters Score -684807.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -685197.812500 Penalty: 860.020386
	Iteration 4F: 3 clusters Score -685197.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -685837.062500 Penalty: 860.020386
	Iteration 5F: 3 clusters Score -685837.1 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -686751.875000 Penalty: 860.020386
	Iteration 6F: 3 clusters Score -686751.9 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -687472.937500 Penalty: 860.020386
	Iteration 7F: 3 clusters Score -687472.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -687906.750000 Penalty: 860.020386
	Iteration 8F: 3 clusters Score -687906.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -688179.875000 Penalty: 860.020386
	Iteration 9Q: 3 clusters Score -688179.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -688416.625000 Penalty: 860.020386
	Iteration 10Q: 3 clusters Score -688416.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -688650.500000 Penalty: 860.020386
	Iteration 11Q: 3 clusters Score -688650.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -688855.187500 Penalty: 860.020386
	Iteration 12Q: 3 clusters Score -688855.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -689002.500000 Penalty: 860.020386
	Iteration 13Q: 3 clusters Score -689002.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -689095.937500 Penalty: 860.020386
	Iteration 14Q: 3 clusters Score -689095.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -689146.187500 Penalty: 860.020386
	Iteration 15Q: 3 clusters Score -689146.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -689178.812500 Penalty: 860.020386
	Iteration 16Q: 3 clusters Score -689178.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -689202.562500 Penalty: 860.020386
	Iteration 17Q: 3 clusters Score -689202.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -689213.062500 Penalty: 860.020386
	Iteration 18Q: 3 clusters Score -689213.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -689221.937500 Penalty: 860.020386
	Iteration 19Q: 3 clusters Score -689221.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -689226.187500 Penalty: 860.020386
	Iteration 20F: 3 clusters Score -689226.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -689225.375000 Penalty: 860.020386
	Iteration 21Q: 3 clusters Score -689225.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -689227.312500 Penalty: 860.020386
	Iteration 22Q: 3 clusters Score -689227.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -689227.062500 Penalty: 860.020386
	Iteration 23Q: 3 clusters Score -689227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -689226.312500 Penalty: 860.020386
	Iteration 24Q: 3 clusters Score -689226.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -689226.812500 Penalty: 860.020386
	Iteration 25Q: 3 clusters Score -689226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -689226.687500 Penalty: 860.020386
	Iteration 26Q: 3 clusters Score -689226.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -689226.687500 Penalty: 860.020386
	Iteration 27F: 3 clusters Score -689226.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Entering Unmasked Estep 
Score: -4131425.000000 Penalty: 510.124908
	Iteration 0F: 2 clusters Score -4131425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -4081907.000000 Penalty: 1020.249817
	Iteration 0F: 3 clusters Score -4081907 nChanged 35864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -4104418.250000 Penalty: 1020.249817
	Iteration 1F: 3 clusters Score -4104418 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -4106245.750000 Penalty: 1020.249817
	Iteration 2F: 3 clusters Score -4106246 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -4109228.000000 Penalty: 1020.249817
	Iteration 3F: 3 clusters Score -4109228 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -4114117.500000 Penalty: 1020.249817
	Iteration 4F: 3 clusters Score -4114118 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -4120545.000000 Penalty: 1020.249817
	Iteration 5F: 3 clusters Score -4120545 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -4126494.250000 Penalty: 1020.249817
	Iteration 6F: 3 clusters Score -4126494 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -4129645.750000 Penalty: 1020.249817
	Iteration 7Q: 3 clusters Score -4129646 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 73577 members 
Entering Unmasked Estep 
Score: -4130625.250000 Penalty: 1020.249817
	Iteration 8Q: 3 clusters Score -4130625 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -4130863.750000 Penalty: 1020.249817
	Iteration 9Q: 3 clusters Score -4130864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -4130921.500000 Penalty: 1020.249817
	Iteration 10Q: 3 clusters Score -4130922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -4130946.000000 Penalty: 1020.249817
	Iteration 11Q: 3 clusters Score -4130946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -4130964.750000 Penalty: 1020.249817
	Iteration 12Q: 3 clusters Score -4130965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -4130972.000000 Penalty: 1020.249817
	Iteration 13Q: 3 clusters Score -4130972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -4130971.750000 Penalty: 1020.249817
	Iteration 14Q: 3 clusters Score -4130972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -4130971.750000 Penalty: 1020.249817
	Iteration 15F: 3 clusters Score -4130972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Entering Unmasked Estep 
Score: -3162526.500000 Penalty: 499.382080
	Iteration 0F: 2 clusters Score -3162526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3123504.000000 Penalty: 998.764160
	Iteration 0F: 3 clusters Score -3123504 nChanged 28251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3141054.750000 Penalty: 998.764160
	Iteration 1F: 3 clusters Score -3141055 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3142532.750000 Penalty: 998.764160
	Iteration 2Q: 3 clusters Score -3142533 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -3145002.750000 Penalty: 998.764160
	Iteration 3F: 3 clusters Score -3145003 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3148479.000000 Penalty: 998.764160
	Iteration 4F: 3 clusters Score -3148479 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3151830.750000 Penalty: 998.764160
	Iteration 5F: 3 clusters Score -3151831 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3154027.750000 Penalty: 998.764160
	Iteration 6F: 3 clusters Score -3154028 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3155185.500000 Penalty: 998.764160
	Iteration 7Q: 3 clusters Score -3155186 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3155934.750000 Penalty: 998.764160
	Iteration 8Q: 3 clusters Score -3155935 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3156664.250000 Penalty: 998.764160
	Iteration 9Q: 3 clusters Score -3156664 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3157380.500000 Penalty: 998.764160
	Iteration 10Q: 3 clusters Score -3157380 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -3158086.000000 Penalty: 998.764160
	Iteration 11Q: 3 clusters Score -3158086 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -3158862.250000 Penalty: 998.764160
	Iteration 12Q: 3 clusters Score -3158862 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3159574.000000 Penalty: 998.764160
	Iteration 13Q: 3 clusters Score -3159574 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3160210.750000 Penalty: 998.764160
	Iteration 14Q: 3 clusters Score -3160211 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3160738.750000 Penalty: 998.764160
	Iteration 15Q: 3 clusters Score -3160739 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3161165.250000 Penalty: 998.764160
	Iteration 16Q: 3 clusters Score -3161165 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3161453.500000 Penalty: 998.764160
	Iteration 17Q: 3 clusters Score -3161454 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3161730.750000 Penalty: 998.764160
	Iteration 18Q: 3 clusters Score -3161731 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3161882.750000 Penalty: 998.764160
	Iteration 19Q: 3 clusters Score -3161883 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3161974.500000 Penalty: 998.764160
	Iteration 20F: 3 clusters Score -3161974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3162038.000000 Penalty: 998.764160
	Iteration 21Q: 3 clusters Score -3162038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3162075.500000 Penalty: 998.764160
	Iteration 22Q: 3 clusters Score -3162076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3162104.000000 Penalty: 998.764160
	Iteration 23Q: 3 clusters Score -3162104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3162122.500000 Penalty: 998.764160
	Iteration 24Q: 3 clusters Score -3162122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3162132.750000 Penalty: 998.764160
	Iteration 25Q: 3 clusters Score -3162133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3162137.500000 Penalty: 998.764160
	Iteration 26Q: 3 clusters Score -3162138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3162144.750000 Penalty: 998.764160
	Iteration 27Q: 3 clusters Score -3162145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3162147.750000 Penalty: 998.764160
	Iteration 28Q: 3 clusters Score -3162148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3162152.000000 Penalty: 998.764160
	Iteration 29Q: 3 clusters Score -3162152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3162154.500000 Penalty: 998.764160
	Iteration 30Q: 3 clusters Score -3162154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3162155.250000 Penalty: 998.764160
	Iteration 31Q: 3 clusters Score -3162155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3162155.750000 Penalty: 998.764160
	Iteration 32Q: 3 clusters Score -3162156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3162159.750000 Penalty: 998.764160
	Iteration 33Q: 3 clusters Score -3162160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3162157.750000 Penalty: 998.764160
	Iteration 34Q: 3 clusters Score -3162158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3162160.250000 Penalty: 998.764160
	Iteration 35Q: 3 clusters Score -3162160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3162162.500000 Penalty: 998.764160
	Iteration 36Q: 3 clusters Score -3162162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3162162.750000 Penalty: 998.764160
	Iteration 37Q: 3 clusters Score -3162163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3162164.500000 Penalty: 998.764160
	Iteration 38Q: 3 clusters Score -3162164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3162166.750000 Penalty: 998.764160
	Iteration 39Q: 3 clusters Score -3162167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3162169.250000 Penalty: 998.764160
	Iteration 40F: 3 clusters Score -3162169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3162170.500000 Penalty: 998.764160
	Iteration 41Q: 3 clusters Score -3162170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3162171.500000 Penalty: 998.764160
	Iteration 42Q: 3 clusters Score -3162172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3162172.000000 Penalty: 998.764160
	Iteration 43Q: 3 clusters Score -3162172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3162173.000000 Penalty: 998.764160
	Iteration 44Q: 3 clusters Score -3162173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3162173.750000 Penalty: 998.764160
	Iteration 45Q: 3 clusters Score -3162174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3162173.750000 Penalty: 998.764160
	Iteration 46Q: 3 clusters Score -3162174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3162173.750000 Penalty: 998.764160
	Iteration 47Q: 3 clusters Score -3162174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3162176.250000 Penalty: 998.764160
	Iteration 48Q: 3 clusters Score -3162176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3162180.750000 Penalty: 998.764160
	Iteration 49Q: 3 clusters Score -3162181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3162179.500000 Penalty: 998.764160
	Iteration 50Q: 3 clusters Score -3162180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3162178.000000 Penalty: 998.764160
	Iteration 51Q: 3 clusters Score -3162178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3162177.500000 Penalty: 998.764160
	Iteration 52Q: 3 clusters Score -3162178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3162180.000000 Penalty: 998.764160
	Iteration 53Q: 3 clusters Score -3162180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3162184.000000 Penalty: 998.764160
	Iteration 54Q: 3 clusters Score -3162184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3162183.250000 Penalty: 998.764160
	Iteration 55Q: 3 clusters Score -3162183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3162181.500000 Penalty: 998.764160
	Iteration 56Q: 3 clusters Score -3162182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3162181.750000 Penalty: 998.764160
	Iteration 57Q: 3 clusters Score -3162182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3162182.250000 Penalty: 998.764160
	Iteration 58Q: 3 clusters Score -3162182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3162182.000000 Penalty: 998.764160
	Iteration 59Q: 3 clusters Score -3162182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3162182.000000 Penalty: 998.764160
	Iteration 60F: 3 clusters Score -3162182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Entering Unmasked Estep 
Score: -927049.437500 Penalty: 441.462494
	Iteration 0F: 2 clusters Score -927049.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -916047.750000 Penalty: 882.924988
	Iteration 0F: 3 clusters Score -916047.8 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -920982.250000 Penalty: 882.924988
	Iteration 1F: 3 clusters Score -920982.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -921649.500000 Penalty: 882.924988
	Iteration 2F: 3 clusters Score -921649.5 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -922687.500000 Penalty: 882.924988
	Iteration 3F: 3 clusters Score -922687.5 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -923933.187500 Penalty: 882.924988
	Iteration 4F: 3 clusters Score -923933.2 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -924792.312500 Penalty: 882.924988
	Iteration 5F: 3 clusters Score -924792.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -925149.187500 Penalty: 882.924988
	Iteration 6Q: 3 clusters Score -925149.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -925337.937500 Penalty: 882.924988
	Iteration 7Q: 3 clusters Score -925337.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -925464.812500 Penalty: 882.924988
	Iteration 8Q: 3 clusters Score -925464.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -925560.125000 Penalty: 882.924988
	Iteration 9Q: 3 clusters Score -925560.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -925631.125000 Penalty: 882.924988
	Iteration 10Q: 3 clusters Score -925631.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -925689.875000 Penalty: 882.924988
	Iteration 11Q: 3 clusters Score -925689.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -925732.750000 Penalty: 882.924988
	Iteration 12Q: 3 clusters Score -925732.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -925763.500000 Penalty: 882.924988
	Iteration 13Q: 3 clusters Score -925763.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -925784.562500 Penalty: 882.924988
	Iteration 14Q: 3 clusters Score -925784.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -925808.000000 Penalty: 882.924988
	Iteration 15Q: 3 clusters Score -925808 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -925830.687500 Penalty: 882.924988
	Iteration 16Q: 3 clusters Score -925830.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -925851.875000 Penalty: 882.924988
	Iteration 17Q: 3 clusters Score -925851.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -925863.562500 Penalty: 882.924988
	Iteration 18Q: 3 clusters Score -925863.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -925875.437500 Penalty: 882.924988
	Iteration 19Q: 3 clusters Score -925875.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -925880.250000 Penalty: 882.924988
	Iteration 20F: 3 clusters Score -925880.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -925881.937500 Penalty: 882.924988
	Iteration 21Q: 3 clusters Score -925881.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -925885.937500 Penalty: 882.924988
	Iteration 22Q: 3 clusters Score -925885.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -925888.750000 Penalty: 882.924988
	Iteration 23Q: 3 clusters Score -925888.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -925893.125000 Penalty: 882.924988
	Iteration 24Q: 3 clusters Score -925893.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -925893.687500 Penalty: 882.924988
	Iteration 25Q: 3 clusters Score -925893.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -925895.125000 Penalty: 882.924988
	Iteration 26Q: 3 clusters Score -925895.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -925895.500000 Penalty: 882.924988
	Iteration 27Q: 3 clusters Score -925895.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -925896.250000 Penalty: 882.924988
	Iteration 28Q: 3 clusters Score -925896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -925895.937500 Penalty: 882.924988
	Iteration 29Q: 3 clusters Score -925895.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -925897.312500 Penalty: 882.924988
	Iteration 30Q: 3 clusters Score -925897.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -925899.500000 Penalty: 882.924988
	Iteration 31Q: 3 clusters Score -925899.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -925899.812500 Penalty: 882.924988
	Iteration 32Q: 3 clusters Score -925899.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -925900.500000 Penalty: 882.924988
	Iteration 33Q: 3 clusters Score -925900.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -925899.250000 Penalty: 882.924988
	Iteration 34Q: 3 clusters Score -925899.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -925899.562500 Penalty: 882.924988
	Iteration 35Q: 3 clusters Score -925899.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -925901.062500 Penalty: 882.924988
	Iteration 36Q: 3 clusters Score -925901.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -925901.500000 Penalty: 882.924988
	Iteration 37Q: 3 clusters Score -925901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -925901.375000 Penalty: 882.924988
	Iteration 38Q: 3 clusters Score -925901.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -925898.437500 Penalty: 882.924988
	Iteration 39Q: 3 clusters Score -925898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -925902.187500 Penalty: 882.924988
	Iteration 40F: 3 clusters Score -925902.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -925898.687500 Penalty: 882.924988
	Iteration 41Q: 3 clusters Score -925898.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -925899.500000 Penalty: 882.924988
	Iteration 42Q: 3 clusters Score -925899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -925900.187500 Penalty: 882.924988
	Iteration 43Q: 3 clusters Score -925900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -925902.375000 Penalty: 882.924988
	Iteration 44Q: 3 clusters Score -925902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -925903.687500 Penalty: 882.924988
	Iteration 45Q: 3 clusters Score -925903.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -925902.812500 Penalty: 882.924988
	Iteration 46Q: 3 clusters Score -925902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -925903.562500 Penalty: 882.924988
	Iteration 47Q: 3 clusters Score -925903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -925903.812500 Penalty: 882.924988
	Iteration 48Q: 3 clusters Score -925903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -925903.187500 Penalty: 882.924988
	Iteration 49Q: 3 clusters Score -925903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -925903.625000 Penalty: 882.924988
	Iteration 50Q: 3 clusters Score -925903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -925904.000000 Penalty: 882.924988
	Iteration 51Q: 3 clusters Score -925904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -925904.000000 Penalty: 882.924988
	Iteration 52F: 3 clusters Score -925904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (95667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Entering Unmasked Estep 
Score: -5275761.500000 Penalty: 521.822632
	Iteration 0F: 2 clusters Score -5275762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -5213148.000000 Penalty: 1043.645264
	Iteration 0F: 3 clusters Score -5213148 nChanged 46792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -5241137.000000 Penalty: 1043.645264
	Iteration 1F: 3 clusters Score -5241137 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -5242116.000000 Penalty: 1043.645264
	Iteration 2Q: 3 clusters Score -5242116 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -5243805.000000 Penalty: 1043.645264
	Iteration 3Q: 3 clusters Score -5243805 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -5246341.500000 Penalty: 1043.645264
	Iteration 4Q: 3 clusters Score -5246342 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -5250536.500000 Penalty: 1043.645264
	Iteration 5F: 3 clusters Score -5250536 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5256919.500000 Penalty: 1043.645264
	Iteration 6F: 3 clusters Score -5256920 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -5263411.000000 Penalty: 1043.645264
	Iteration 7F: 3 clusters Score -5263411 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -5267442.500000 Penalty: 1043.645264
	Iteration 8F: 3 clusters Score -5267442 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -5270155.000000 Penalty: 1043.645264
	Iteration 9Q: 3 clusters Score -5270155 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -5272270.500000 Penalty: 1043.645264
	Iteration 10Q: 3 clusters Score -5272270 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -5273864.000000 Penalty: 1043.645264
	Iteration 11Q: 3 clusters Score -5273864 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -5274933.000000 Penalty: 1043.645264
	Iteration 12Q: 3 clusters Score -5274933 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -5275571.500000 Penalty: 1043.645264
	Iteration 13Q: 3 clusters Score -5275572 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5275947.500000 Penalty: 1043.645264
	Iteration 14Q: 3 clusters Score -5275948 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -5276136.000000 Penalty: 1043.645264
	Iteration 15Q: 3 clusters Score -5276136 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5276226.500000 Penalty: 1043.645264
	Iteration 16Q: 3 clusters Score -5276226 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -5276280.000000 Penalty: 1043.645264
	Iteration 17Q: 3 clusters Score -5276280 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -5276308.500000 Penalty: 1043.645264
	Iteration 18Q: 3 clusters Score -5276308 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -5276311.000000 Penalty: 1043.645264
	Iteration 19Q: 3 clusters Score -5276311 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56512 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -5276298.500000 Penalty: 1043.645264
	Iteration 20F: 3 clusters Score -5276298 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -5276308.000000 Penalty: 1043.645264
	Iteration 21Q: 3 clusters Score -5276308 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -5276297.500000 Penalty: 1043.645264
	Iteration 22Q: 3 clusters Score -5276298 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -5276306.000000 Penalty: 1043.645264
	Iteration 23Q: 3 clusters Score -5276306 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -5276301.500000 Penalty: 1043.645264
	Iteration 24Q: 3 clusters Score -5276302 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5276302.500000 Penalty: 1043.645264
	Iteration 25Q: 3 clusters Score -5276302 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5276296.500000 Penalty: 1043.645264
	Iteration 26Q: 3 clusters Score -5276296 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -5276299.500000 Penalty: 1043.645264
	Iteration 27Q: 3 clusters Score -5276300 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -5276292.500000 Penalty: 1043.645264
	Iteration 28Q: 3 clusters Score -5276292 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -5276282.500000 Penalty: 1043.645264
	Iteration 29Q: 3 clusters Score -5276282 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5276273.500000 Penalty: 1043.645264
	Iteration 30Q: 3 clusters Score -5276274 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -5276283.000000 Penalty: 1043.645264
	Iteration 31Q: 3 clusters Score -5276283 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -5276273.500000 Penalty: 1043.645264
	Iteration 32Q: 3 clusters Score -5276274 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -5276274.000000 Penalty: 1043.645264
	Iteration 33Q: 3 clusters Score -5276274 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -5276257.500000 Penalty: 1043.645264
	Iteration 34Q: 3 clusters Score -5276258 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -5276264.500000 Penalty: 1043.645264
	Iteration 35Q: 3 clusters Score -5276264 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -5276271.000000 Penalty: 1043.645264
	Iteration 36Q: 3 clusters Score -5276271 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5276280.000000 Penalty: 1043.645264
	Iteration 37Q: 3 clusters Score -5276280 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -5276274.000000 Penalty: 1043.645264
	Iteration 38Q: 3 clusters Score -5276274 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -5276266.500000 Penalty: 1043.645264
	Iteration 39Q: 3 clusters Score -5276266 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -5276251.000000 Penalty: 1043.645264
	Iteration 40F: 3 clusters Score -5276251 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -5276236.000000 Penalty: 1043.645264
	Iteration 41Q: 3 clusters Score -5276236 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -5276234.000000 Penalty: 1043.645264
	Iteration 42Q: 3 clusters Score -5276234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5276248.000000 Penalty: 1043.645264
	Iteration 43Q: 3 clusters Score -5276248 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -5276247.500000 Penalty: 1043.645264
	Iteration 44Q: 3 clusters Score -5276248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -5276241.000000 Penalty: 1043.645264
	Iteration 45Q: 3 clusters Score -5276241 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -5276231.500000 Penalty: 1043.645264
	Iteration 46Q: 3 clusters Score -5276232 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61221 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -5276227.000000 Penalty: 1043.645264
	Iteration 47Q: 3 clusters Score -5276227 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -5276232.000000 Penalty: 1043.645264
	Iteration 48Q: 3 clusters Score -5276232 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -5276229.000000 Penalty: 1043.645264
	Iteration 49Q: 3 clusters Score -5276229 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -5276211.500000 Penalty: 1043.645264
	Iteration 50Q: 3 clusters Score -5276212 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -5276215.000000 Penalty: 1043.645264
	Iteration 51Q: 3 clusters Score -5276215 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -5276209.500000 Penalty: 1043.645264
	Iteration 52Q: 3 clusters Score -5276210 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -5276225.000000 Penalty: 1043.645264
	Iteration 53Q: 3 clusters Score -5276225 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -5276202.000000 Penalty: 1043.645264
	Iteration 54Q: 3 clusters Score -5276202 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62149 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -5276188.000000 Penalty: 1043.645264
	Iteration 55Q: 3 clusters Score -5276188 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -5276187.500000 Penalty: 1043.645264
	Iteration 56Q: 3 clusters Score -5276188 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -5276168.000000 Penalty: 1043.645264
	Iteration 57Q: 3 clusters Score -5276168 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -5276170.000000 Penalty: 1043.645264
	Iteration 58Q: 3 clusters Score -5276170 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -5276179.000000 Penalty: 1043.645264
	Iteration 59Q: 3 clusters Score -5276179 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -5276188.000000 Penalty: 1043.645264
	Iteration 60F: 3 clusters Score -5276188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -5276184.500000 Penalty: 1043.645264
	Iteration 61Q: 3 clusters Score -5276184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -5276188.000000 Penalty: 1043.645264
	Iteration 62Q: 3 clusters Score -5276188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -5276193.000000 Penalty: 1043.645264
	Iteration 63Q: 3 clusters Score -5276193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -5276193.500000 Penalty: 1043.645264
	Iteration 64Q: 3 clusters Score -5276194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -5276196.000000 Penalty: 1043.645264
	Iteration 65Q: 3 clusters Score -5276196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -5276188.500000 Penalty: 1043.645264
	Iteration 66Q: 3 clusters Score -5276188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -5276192.000000 Penalty: 1043.645264
	Iteration 67Q: 3 clusters Score -5276192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -5276188.500000 Penalty: 1043.645264
	Iteration 68Q: 3 clusters Score -5276188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -5276173.500000 Penalty: 1043.645264
	Iteration 69Q: 3 clusters Score -5276174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -5276179.000000 Penalty: 1043.645264
	Iteration 70Q: 3 clusters Score -5276179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -5276186.000000 Penalty: 1043.645264
	Iteration 71Q: 3 clusters Score -5276186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -5276176.000000 Penalty: 1043.645264
	Iteration 72Q: 3 clusters Score -5276176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -5276179.000000 Penalty: 1043.645264
	Iteration 73Q: 3 clusters Score -5276179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -5276175.000000 Penalty: 1043.645264
	Iteration 74Q: 3 clusters Score -5276175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -5276178.500000 Penalty: 1043.645264
	Iteration 75Q: 3 clusters Score -5276178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -5276176.000000 Penalty: 1043.645264
	Iteration 76Q: 3 clusters Score -5276176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -5276179.000000 Penalty: 1043.645264
	Iteration 77Q: 3 clusters Score -5276179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -5276168.000000 Penalty: 1043.645264
	Iteration 78Q: 3 clusters Score -5276168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -5276175.000000 Penalty: 1043.645264
	Iteration 79Q: 3 clusters Score -5276175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63868 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -5276171.000000 Penalty: 1043.645264
	Iteration 80F: 3 clusters Score -5276171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -5276171.000000 Penalty: 1043.645264
	Iteration 81Q: 3 clusters Score -5276171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5276180.500000 Penalty: 1043.645264
	Iteration 82Q: 3 clusters Score -5276180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -5276177.000000 Penalty: 1043.645264
	Iteration 83Q: 3 clusters Score -5276177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -5276171.500000 Penalty: 1043.645264
	Iteration 84Q: 3 clusters Score -5276172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -5276172.500000 Penalty: 1043.645264
	Iteration 85Q: 3 clusters Score -5276172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5276175.500000 Penalty: 1043.645264
	Iteration 86Q: 3 clusters Score -5276176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63933 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -5276182.500000 Penalty: 1043.645264
	Iteration 87Q: 3 clusters Score -5276182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -5276180.000000 Penalty: 1043.645264
	Iteration 88Q: 3 clusters Score -5276180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63983 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -5276180.500000 Penalty: 1043.645264
	Iteration 89Q: 3 clusters Score -5276180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64030 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -5276182.500000 Penalty: 1043.645264
	Iteration 90Q: 3 clusters Score -5276182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -5276180.000000 Penalty: 1043.645264
	Iteration 91Q: 3 clusters Score -5276180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -5276174.000000 Penalty: 1043.645264
	Iteration 92Q: 3 clusters Score -5276174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -5276176.500000 Penalty: 1043.645264
	Iteration 93Q: 3 clusters Score -5276176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -5276180.500000 Penalty: 1043.645264
	Iteration 94Q: 3 clusters Score -5276180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -5276172.500000 Penalty: 1043.645264
	Iteration 95Q: 3 clusters Score -5276172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64208 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -5276175.500000 Penalty: 1043.645264
	Iteration 96Q: 3 clusters Score -5276176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -5276179.000000 Penalty: 1043.645264
	Iteration 97Q: 3 clusters Score -5276179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64242 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -5276171.000000 Penalty: 1043.645264
	Iteration 98Q: 3 clusters Score -5276171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -5276173.500000 Penalty: 1043.645264
	Iteration 99Q: 3 clusters Score -5276174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -5276173.500000 Penalty: 1043.645264
	Iteration 100F: 3 clusters Score -5276174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 68531 members 
Mstep: Class 3 contains 76781 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 47152 members 
Mstep: Class 6 contains 52486 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 159688 members 
Mstep: Class 9 contains 76973 members 
Mstep: Class 10 contains 5466 members 
Mstep: Class 11 contains 14624 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 90056 members 
Mstep: Class 15 contains 12718 members 
Mstep: Class 16 contains 73979 members 
Mstep: Class 17 contains 58421 members 
Mstep: Class 18 contains 16358 members 
Mstep: Class 19 contains 64241 members 
Mstep: Class 20 contains 15375 members 
Mstep: Class 21 contains 3426 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 35034 members 
Mstep: Class 24 contains 12549 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 31340 members 
Mstep: Class 27 contains 140325 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6829 members 
Mstep: Class 30 contains 10110 members 
Mstep: Class 31 contains 74064 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21052 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2464 members 
Mstep: Class 36 contains 90400 members 
Mstep: Class 37 contains 8307 members 
Mstep: Class 38 contains 34949 members 
Mstep: Class 39 contains 6750 members 
Mstep: Class 40 contains 3059 members 
Mstep: Class 41 contains 81174 members 
Mstep: Class 42 contains 154572 members 
Mstep: Class 43 contains 21904 members 
Mstep: Class 44 contains 1478 members 
Mstep: Class 45 contains 41012 members 
Mstep: Class 46 contains 31426 members 
Entering Unmasked Estep 
Score: -87419144.000000 Penalty: 30063.429688
Splitting cluster 19 changes total score from -87419368.000000 to -87419144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (15375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Entering Unmasked Estep 
Score: -840577.500000 Penalty: 438.642670
	Iteration 0F: 2 clusters Score -840577.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -830372.625000 Penalty: 877.285339
	Iteration 0F: 3 clusters Score -830372.6 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -834540.000000 Penalty: 877.285339
	Iteration 1F: 3 clusters Score -834540 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -835008.187500 Penalty: 877.285339
	Iteration 2F: 3 clusters Score -835008.2 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -835777.750000 Penalty: 877.285339
	Iteration 3F: 3 clusters Score -835777.8 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -836937.687500 Penalty: 877.285339
	Iteration 4F: 3 clusters Score -836937.7 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -838397.500000 Penalty: 877.285339
	Iteration 5F: 3 clusters Score -838397.5 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -839278.625000 Penalty: 877.285339
	Iteration 6F: 3 clusters Score -839278.6 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -839602.000000 Penalty: 877.285339
	Iteration 7Q: 3 clusters Score -839602 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -839735.437500 Penalty: 877.285339
	Iteration 8Q: 3 clusters Score -839735.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -839841.312500 Penalty: 877.285339
	Iteration 9Q: 3 clusters Score -839841.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -839906.250000 Penalty: 877.285339
	Iteration 10Q: 3 clusters Score -839906.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -839946.437500 Penalty: 877.285339
	Iteration 11Q: 3 clusters Score -839946.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -839973.875000 Penalty: 877.285339
	Iteration 12Q: 3 clusters Score -839973.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -839995.687500 Penalty: 877.285339
	Iteration 13Q: 3 clusters Score -839995.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -840023.437500 Penalty: 877.285339
	Iteration 14Q: 3 clusters Score -840023.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -840049.750000 Penalty: 877.285339
	Iteration 15Q: 3 clusters Score -840049.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -840070.125000 Penalty: 877.285339
	Iteration 16Q: 3 clusters Score -840070.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -840094.250000 Penalty: 877.285339
	Iteration 17Q: 3 clusters Score -840094.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -840122.500000 Penalty: 877.285339
	Iteration 18Q: 3 clusters Score -840122.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -840140.750000 Penalty: 877.285339
	Iteration 19Q: 3 clusters Score -840140.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -840154.125000 Penalty: 877.285339
	Iteration 20F: 3 clusters Score -840154.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -840169.000000 Penalty: 877.285339
	Iteration 21Q: 3 clusters Score -840169 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -840186.000000 Penalty: 877.285339
	Iteration 22Q: 3 clusters Score -840186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -840201.500000 Penalty: 877.285339
	Iteration 23Q: 3 clusters Score -840201.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -840214.687500 Penalty: 877.285339
	Iteration 24Q: 3 clusters Score -840214.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -840225.562500 Penalty: 877.285339
	Iteration 25Q: 3 clusters Score -840225.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -840238.062500 Penalty: 877.285339
	Iteration 26Q: 3 clusters Score -840238.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -840248.250000 Penalty: 877.285339
	Iteration 27Q: 3 clusters Score -840248.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -840260.000000 Penalty: 877.285339
	Iteration 28Q: 3 clusters Score -840260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -840271.125000 Penalty: 877.285339
	Iteration 29Q: 3 clusters Score -840271.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -840277.750000 Penalty: 877.285339
	Iteration 30Q: 3 clusters Score -840277.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -840286.500000 Penalty: 877.285339
	Iteration 31Q: 3 clusters Score -840286.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -840296.625000 Penalty: 877.285339
	Iteration 32Q: 3 clusters Score -840296.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -840305.625000 Penalty: 877.285339
	Iteration 33Q: 3 clusters Score -840305.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -840312.500000 Penalty: 877.285339
	Iteration 34Q: 3 clusters Score -840312.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -840319.687500 Penalty: 877.285339
	Iteration 35Q: 3 clusters Score -840319.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -840326.500000 Penalty: 877.285339
	Iteration 36Q: 3 clusters Score -840326.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -840332.562500 Penalty: 877.285339
	Iteration 37Q: 3 clusters Score -840332.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -840335.500000 Penalty: 877.285339
	Iteration 38Q: 3 clusters Score -840335.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -840340.687500 Penalty: 877.285339
	Iteration 39Q: 3 clusters Score -840340.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -840342.937500 Penalty: 877.285339
	Iteration 40F: 3 clusters Score -840342.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -840346.812500 Penalty: 877.285339
	Iteration 41Q: 3 clusters Score -840346.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -840352.062500 Penalty: 877.285339
	Iteration 42Q: 3 clusters Score -840352.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -840353.750000 Penalty: 877.285339
	Iteration 43Q: 3 clusters Score -840353.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -840354.500000 Penalty: 877.285339
	Iteration 44Q: 3 clusters Score -840354.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -840354.812500 Penalty: 877.285339
	Iteration 45Q: 3 clusters Score -840354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -840357.312500 Penalty: 877.285339
	Iteration 46Q: 3 clusters Score -840357.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -840358.250000 Penalty: 877.285339
	Iteration 47Q: 3 clusters Score -840358.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -840357.687500 Penalty: 877.285339
	Iteration 48Q: 3 clusters Score -840357.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -840358.312500 Penalty: 877.285339
	Iteration 49Q: 3 clusters Score -840358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -840358.375000 Penalty: 877.285339
	Iteration 50Q: 3 clusters Score -840358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -840359.187500 Penalty: 877.285339
	Iteration 51Q: 3 clusters Score -840359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -840358.500000 Penalty: 877.285339
	Iteration 52Q: 3 clusters Score -840358.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -840359.500000 Penalty: 877.285339
	Iteration 53Q: 3 clusters Score -840359.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -840359.500000 Penalty: 877.285339
	Iteration 54F: 3 clusters Score -840359.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -201143.296875 Penalty: 370.331268
	Iteration 0F: 2 clusters Score -201143.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -198814.625000 Penalty: 740.662537
	Iteration 0F: 3 clusters Score -198814.6 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -199608.875000 Penalty: 740.662537
	Iteration 1F: 3 clusters Score -199608.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -199677.453125 Penalty: 740.662537
	Iteration 2F: 3 clusters Score -199677.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -199731.140625 Penalty: 740.662537
	Iteration 3Q: 3 clusters Score -199731.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -199777.078125 Penalty: 740.662537
	Iteration 4Q: 3 clusters Score -199777.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -199835.859375 Penalty: 740.662537
	Iteration 5Q: 3 clusters Score -199835.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -199921.281250 Penalty: 740.662537
	Iteration 6Q: 3 clusters Score -199921.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -200037.015625 Penalty: 740.662537
	Iteration 7F: 3 clusters Score -200037 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -200203.218750 Penalty: 740.662537
	Iteration 8F: 3 clusters Score -200203.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -200392.546875 Penalty: 740.662537
	Iteration 9F: 3 clusters Score -200392.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -200568.281250 Penalty: 740.662537
	Iteration 10F: 3 clusters Score -200568.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -200685.187500 Penalty: 740.662537
	Iteration 11Q: 3 clusters Score -200685.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -200765.718750 Penalty: 740.662537
	Iteration 12Q: 3 clusters Score -200765.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -200792.484375 Penalty: 740.662537
	Iteration 13Q: 3 clusters Score -200792.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -200805.953125 Penalty: 740.662537
	Iteration 14Q: 3 clusters Score -200806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -200813.187500 Penalty: 740.662537
	Iteration 15Q: 3 clusters Score -200813.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -200818.328125 Penalty: 740.662537
	Iteration 16Q: 3 clusters Score -200818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -200825.937500 Penalty: 740.662537
	Iteration 17Q: 3 clusters Score -200825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -200828.468750 Penalty: 740.662537
	Iteration 18Q: 3 clusters Score -200828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -200831.343750 Penalty: 740.662537
	Iteration 19Q: 3 clusters Score -200831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -200833.281250 Penalty: 740.662537
	Iteration 20F: 3 clusters Score -200833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -200836.296875 Penalty: 740.662537
	Iteration 21Q: 3 clusters Score -200836.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -200837.000000 Penalty: 740.662537
	Iteration 22Q: 3 clusters Score -200837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -200837.000000 Penalty: 740.662537
	Iteration 23F: 3 clusters Score -200837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -136869.531250 Penalty: 360.297607
	Iteration 0F: 2 clusters Score -136869.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -134888.640625 Penalty: 720.595215
	Iteration 0F: 3 clusters Score -134888.6 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -135547.531250 Penalty: 720.595215
	Iteration 1F: 3 clusters Score -135547.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -135626.937500 Penalty: 720.595215
	Iteration 2F: 3 clusters Score -135626.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -135674.531250 Penalty: 720.595215
	Iteration 3Q: 3 clusters Score -135674.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -135715.765625 Penalty: 720.595215
	Iteration 4Q: 3 clusters Score -135715.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -135763.281250 Penalty: 720.595215
	Iteration 5Q: 3 clusters Score -135763.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -135810.703125 Penalty: 720.595215
	Iteration 6Q: 3 clusters Score -135810.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -135857.406250 Penalty: 720.595215
	Iteration 7Q: 3 clusters Score -135857.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -135913.906250 Penalty: 720.595215
	Iteration 8Q: 3 clusters Score -135913.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -135975.828125 Penalty: 720.595215
	Iteration 9Q: 3 clusters Score -135975.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -136052.312500 Penalty: 720.595215
	Iteration 10Q: 3 clusters Score -136052.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -136125.000000 Penalty: 720.595215
	Iteration 11Q: 3 clusters Score -136125 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -136191.218750 Penalty: 720.595215
	Iteration 12Q: 3 clusters Score -136191.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -136253.968750 Penalty: 720.595215
	Iteration 13Q: 3 clusters Score -136254 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -136296.375000 Penalty: 720.595215
	Iteration 14Q: 3 clusters Score -136296.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -136326.015625 Penalty: 720.595215
	Iteration 15Q: 3 clusters Score -136326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -136352.765625 Penalty: 720.595215
	Iteration 16Q: 3 clusters Score -136352.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -136375.500000 Penalty: 720.595215
	Iteration 17Q: 3 clusters Score -136375.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -136403.328125 Penalty: 720.595215
	Iteration 18Q: 3 clusters Score -136403.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -136433.093750 Penalty: 720.595215
	Iteration 19Q: 3 clusters Score -136433.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -136456.828125 Penalty: 720.595215
	Iteration 20F: 3 clusters Score -136456.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -136480.390625 Penalty: 720.595215
	Iteration 21Q: 3 clusters Score -136480.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -136496.500000 Penalty: 720.595215
	Iteration 22Q: 3 clusters Score -136496.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -136503.625000 Penalty: 720.595215
	Iteration 23Q: 3 clusters Score -136503.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -136511.375000 Penalty: 720.595215
	Iteration 24Q: 3 clusters Score -136511.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -136523.562500 Penalty: 720.595215
	Iteration 25Q: 3 clusters Score -136523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -136531.109375 Penalty: 720.595215
	Iteration 26Q: 3 clusters Score -136531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -136533.015625 Penalty: 720.595215
	Iteration 27Q: 3 clusters Score -136533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -136535.750000 Penalty: 720.595215
	Iteration 28Q: 3 clusters Score -136535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -136538.515625 Penalty: 720.595215
	Iteration 29Q: 3 clusters Score -136538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -136539.968750 Penalty: 720.595215
	Iteration 30Q: 3 clusters Score -136540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -136541.984375 Penalty: 720.595215
	Iteration 31Q: 3 clusters Score -136542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -136542.218750 Penalty: 720.595215
	Iteration 32Q: 3 clusters Score -136542.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -136542.218750 Penalty: 720.595215
	Iteration 33F: 3 clusters Score -136542.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Entering Unmasked Estep 
Score: -1914884.125000 Penalty: 476.115387
	Iteration 0F: 2 clusters Score -1914884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -1891456.750000 Penalty: 952.230774
	Iteration 0F: 3 clusters Score -1891457 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1901163.250000 Penalty: 952.230774
	Iteration 1F: 3 clusters Score -1901163 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -1901687.125000 Penalty: 952.230774
	Iteration 2Q: 3 clusters Score -1901687 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -1902694.875000 Penalty: 952.230774
	Iteration 3F: 3 clusters Score -1902695 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -1904666.375000 Penalty: 952.230774
	Iteration 4F: 3 clusters Score -1904666 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -1907744.125000 Penalty: 952.230774
	Iteration 5F: 3 clusters Score -1907744 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -1911052.750000 Penalty: 952.230774
	Iteration 6F: 3 clusters Score -1911053 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -1913242.500000 Penalty: 952.230774
	Iteration 7F: 3 clusters Score -1913242 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -1914090.000000 Penalty: 952.230774
	Iteration 8Q: 3 clusters Score -1914090 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -1914335.375000 Penalty: 952.230774
	Iteration 9Q: 3 clusters Score -1914335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -1914413.375000 Penalty: 952.230774
	Iteration 10Q: 3 clusters Score -1914413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -1914434.625000 Penalty: 952.230774
	Iteration 11Q: 3 clusters Score -1914435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -1914449.250000 Penalty: 952.230774
	Iteration 12Q: 3 clusters Score -1914449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -1914458.500000 Penalty: 952.230774
	Iteration 13Q: 3 clusters Score -1914458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -1914462.625000 Penalty: 952.230774
	Iteration 14Q: 3 clusters Score -1914463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -1914466.625000 Penalty: 952.230774
	Iteration 15Q: 3 clusters Score -1914467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -1914466.625000 Penalty: 952.230774
	Iteration 16F: 3 clusters Score -1914467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Entering Unmasked Estep 
Score: -688777.312500 Penalty: 429.401520
	Iteration 0F: 2 clusters Score -688777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -680457.875000 Penalty: 858.803040
	Iteration 0F: 3 clusters Score -680457.9 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -683797.937500 Penalty: 858.803040
	Iteration 1F: 3 clusters Score -683797.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -684028.250000 Penalty: 858.803040
	Iteration 2Q: 3 clusters Score -684028.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -684390.562500 Penalty: 858.803040
	Iteration 3F: 3 clusters Score -684390.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -684982.062500 Penalty: 858.803040
	Iteration 4F: 3 clusters Score -684982.1 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -685775.250000 Penalty: 858.803040
	Iteration 5F: 3 clusters Score -685775.2 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -686613.687500 Penalty: 858.803040
	Iteration 6F: 3 clusters Score -686613.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -687115.625000 Penalty: 858.803040
	Iteration 7F: 3 clusters Score -687115.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -687389.812500 Penalty: 858.803040
	Iteration 8Q: 3 clusters Score -687389.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -687574.562500 Penalty: 858.803040
	Iteration 9Q: 3 clusters Score -687574.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -687740.000000 Penalty: 858.803040
	Iteration 10Q: 3 clusters Score -687740 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -687880.250000 Penalty: 858.803040
	Iteration 11Q: 3 clusters Score -687880.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -687978.000000 Penalty: 858.803040
	Iteration 12Q: 3 clusters Score -687978 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -688051.375000 Penalty: 858.803040
	Iteration 13Q: 3 clusters Score -688051.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -688111.000000 Penalty: 858.803040
	Iteration 14Q: 3 clusters Score -688111 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -688156.312500 Penalty: 858.803040
	Iteration 15Q: 3 clusters Score -688156.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -688200.187500 Penalty: 858.803040
	Iteration 16Q: 3 clusters Score -688200.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -688232.250000 Penalty: 858.803040
	Iteration 17Q: 3 clusters Score -688232.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -688260.687500 Penalty: 858.803040
	Iteration 18Q: 3 clusters Score -688260.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -688274.000000 Penalty: 858.803040
	Iteration 19Q: 3 clusters Score -688274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -688290.250000 Penalty: 858.803040
	Iteration 20F: 3 clusters Score -688290.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -688300.562500 Penalty: 858.803040
	Iteration 21Q: 3 clusters Score -688300.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -688309.875000 Penalty: 858.803040
	Iteration 22Q: 3 clusters Score -688309.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -688318.937500 Penalty: 858.803040
	Iteration 23Q: 3 clusters Score -688318.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -688328.687500 Penalty: 858.803040
	Iteration 24Q: 3 clusters Score -688328.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -688340.437500 Penalty: 858.803040
	Iteration 25Q: 3 clusters Score -688340.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -688353.625000 Penalty: 858.803040
	Iteration 26Q: 3 clusters Score -688353.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -688369.687500 Penalty: 858.803040
	Iteration 27Q: 3 clusters Score -688369.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -688378.000000 Penalty: 858.803040
	Iteration 28Q: 3 clusters Score -688378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -688387.437500 Penalty: 858.803040
	Iteration 29Q: 3 clusters Score -688387.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -688400.000000 Penalty: 858.803040
	Iteration 30Q: 3 clusters Score -688400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -688407.000000 Penalty: 858.803040
	Iteration 31Q: 3 clusters Score -688407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -688414.687500 Penalty: 858.803040
	Iteration 32Q: 3 clusters Score -688414.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -688419.875000 Penalty: 858.803040
	Iteration 33Q: 3 clusters Score -688419.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -688425.125000 Penalty: 858.803040
	Iteration 34Q: 3 clusters Score -688425.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -688432.062500 Penalty: 858.803040
	Iteration 35Q: 3 clusters Score -688432.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -688438.500000 Penalty: 858.803040
	Iteration 36Q: 3 clusters Score -688438.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -688448.562500 Penalty: 858.803040
	Iteration 37Q: 3 clusters Score -688448.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -688459.062500 Penalty: 858.803040
	Iteration 38Q: 3 clusters Score -688459.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -688467.562500 Penalty: 858.803040
	Iteration 39Q: 3 clusters Score -688467.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -688474.000000 Penalty: 858.803040
	Iteration 40F: 3 clusters Score -688474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -688478.375000 Penalty: 858.803040
	Iteration 41Q: 3 clusters Score -688478.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -688480.437500 Penalty: 858.803040
	Iteration 42Q: 3 clusters Score -688480.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -688481.000000 Penalty: 858.803040
	Iteration 43Q: 3 clusters Score -688481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -688482.125000 Penalty: 858.803040
	Iteration 44Q: 3 clusters Score -688482.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -688482.750000 Penalty: 858.803040
	Iteration 45Q: 3 clusters Score -688482.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -688483.562500 Penalty: 858.803040
	Iteration 46Q: 3 clusters Score -688483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -688483.562500 Penalty: 858.803040
	Iteration 47F: 3 clusters Score -688483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -108368.500000 Penalty: 345.841064
	Iteration 0F: 2 clusters Score -108368.5 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 950 members 
Entering Unmasked Estep 
Score: -106905.828125 Penalty: 691.682129
	Iteration 0F: 3 clusters Score -106905.8 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -107386.312500 Penalty: 691.682129
	Iteration 1F: 3 clusters Score -107386.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -107467.484375 Penalty: 691.682129
	Iteration 2F: 3 clusters Score -107467.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -107557.929688 Penalty: 691.682129
	Iteration 3F: 3 clusters Score -107557.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -107635.132812 Penalty: 691.682129
	Iteration 4F: 3 clusters Score -107635.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -107714.859375 Penalty: 691.682129
	Iteration 5F: 3 clusters Score -107714.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -107792.156250 Penalty: 691.682129
	Iteration 6Q: 3 clusters Score -107792.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107856.523438 Penalty: 691.682129
	Iteration 7Q: 3 clusters Score -107856.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -107910.187500 Penalty: 691.682129
	Iteration 8Q: 3 clusters Score -107910.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -107955.007812 Penalty: 691.682129
	Iteration 9Q: 3 clusters Score -107955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -107985.757812 Penalty: 691.682129
	Iteration 10Q: 3 clusters Score -107985.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -108008.734375 Penalty: 691.682129
	Iteration 11Q: 3 clusters Score -108008.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -108022.820312 Penalty: 691.682129
	Iteration 12Q: 3 clusters Score -108022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -108031.789062 Penalty: 691.682129
	Iteration 13Q: 3 clusters Score -108031.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -108036.562500 Penalty: 691.682129
	Iteration 14Q: 3 clusters Score -108036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -108040.039062 Penalty: 691.682129
	Iteration 15Q: 3 clusters Score -108040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -108041.546875 Penalty: 691.682129
	Iteration 16Q: 3 clusters Score -108041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -108041.906250 Penalty: 691.682129
	Iteration 17Q: 3 clusters Score -108041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -108043.250000 Penalty: 691.682129
	Iteration 18Q: 3 clusters Score -108043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -108043.617188 Penalty: 691.682129
	Iteration 19Q: 3 clusters Score -108043.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -108043.617188 Penalty: 691.682129
	Iteration 20F: 3 clusters Score -108043.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Entering Unmasked Estep 
Score: -1707303.750000 Penalty: 471.045593
	Iteration 0F: 2 clusters Score -1707304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1686380.250000 Penalty: 942.091187
	Iteration 0F: 3 clusters Score -1686380 nChanged 14980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1695369.875000 Penalty: 942.091187
	Iteration 1F: 3 clusters Score -1695370 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1696279.500000 Penalty: 942.091187
	Iteration 2F: 3 clusters Score -1696280 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1697962.500000 Penalty: 942.091187
	Iteration 3F: 3 clusters Score -1697962 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1700829.750000 Penalty: 942.091187
	Iteration 4F: 3 clusters Score -1700830 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1703952.500000 Penalty: 942.091187
	Iteration 5F: 3 clusters Score -1703952 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1705955.750000 Penalty: 942.091187
	Iteration 6F: 3 clusters Score -1705956 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1706663.000000 Penalty: 942.091187
	Iteration 7Q: 3 clusters Score -1706663 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1706855.500000 Penalty: 942.091187
	Iteration 8Q: 3 clusters Score -1706856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -1706914.500000 Penalty: 942.091187
	Iteration 9Q: 3 clusters Score -1706914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1706926.750000 Penalty: 942.091187
	Iteration 10Q: 3 clusters Score -1706927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1706928.125000 Penalty: 942.091187
	Iteration 11Q: 3 clusters Score -1706928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -1706931.000000 Penalty: 942.091187
	Iteration 12Q: 3 clusters Score -1706931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1706935.000000 Penalty: 942.091187
	Iteration 13Q: 3 clusters Score -1706935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1706941.875000 Penalty: 942.091187
	Iteration 14Q: 3 clusters Score -1706942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1706943.500000 Penalty: 942.091187
	Iteration 15Q: 3 clusters Score -1706944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -1706944.500000 Penalty: 942.091187
	Iteration 16Q: 3 clusters Score -1706944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1706944.000000 Penalty: 942.091187
	Iteration 17Q: 3 clusters Score -1706944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -1706944.000000 Penalty: 942.091187
	Iteration 18F: 3 clusters Score -1706944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (140325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140325 members 
Entering Unmasked Estep 
Score: -7264698.000000 Penalty: 539.253052
	Iteration 0F: 2 clusters Score -7264698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -7170094.500000 Penalty: 1078.506104
	Iteration 0F: 3 clusters Score -7170094 nChanged 68819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 71365 members 
Entering Unmasked Estep 
Score: -7211549.500000 Penalty: 1078.506104
	Iteration 1F: 3 clusters Score -7211550 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -7212797.000000 Penalty: 1078.506104
	Iteration 2Q: 3 clusters Score -7212797 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -7214417.500000 Penalty: 1078.506104
	Iteration 3Q: 3 clusters Score -7214418 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -7216467.500000 Penalty: 1078.506104
	Iteration 4Q: 3 clusters Score -7216468 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -7219449.000000 Penalty: 1078.506104
	Iteration 5Q: 3 clusters Score -7219449 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 81221 members 
Entering Unmasked Estep 
Score: -7223605.500000 Penalty: 1078.506104
	Iteration 6F: 3 clusters Score -7223606 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 85352 members 
Entering Unmasked Estep 
Score: -7228952.000000 Penalty: 1078.506104
	Iteration 7F: 3 clusters Score -7228952 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 89502 members 
Entering Unmasked Estep 
Score: -7235165.500000 Penalty: 1078.506104
	Iteration 8F: 3 clusters Score -7235166 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -7240372.000000 Penalty: 1078.506104
	Iteration 9F: 3 clusters Score -7240372 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 95331 members 
Entering Unmasked Estep 
Score: -7243249.500000 Penalty: 1078.506104
	Iteration 10Q: 3 clusters Score -7243250 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -7244598.000000 Penalty: 1078.506104
	Iteration 11Q: 3 clusters Score -7244598 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 99701 members 
Entering Unmasked Estep 
Score: -7245330.500000 Penalty: 1078.506104
	Iteration 12Q: 3 clusters Score -7245330 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 101828 members 
Entering Unmasked Estep 
Score: -7245922.000000 Penalty: 1078.506104
	Iteration 13Q: 3 clusters Score -7245922 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 104036 members 
Entering Unmasked Estep 
Score: -7246587.500000 Penalty: 1078.506104
	Iteration 14Q: 3 clusters Score -7246588 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 106333 members 
Entering Unmasked Estep 
Score: -7247326.000000 Penalty: 1078.506104
	Iteration 15Q: 3 clusters Score -7247326 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 108667 members 
Entering Unmasked Estep 
Score: -7248031.000000 Penalty: 1078.506104
	Iteration 16Q: 3 clusters Score -7248031 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 111096 members 
Entering Unmasked Estep 
Score: -7248877.500000 Penalty: 1078.506104
	Iteration 17Q: 3 clusters Score -7248878 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 113602 members 
Entering Unmasked Estep 
Score: -7249776.500000 Penalty: 1078.506104
	Iteration 18Q: 3 clusters Score -7249776 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 116161 members 
Entering Unmasked Estep 
Score: -7250831.000000 Penalty: 1078.506104
	Iteration 19Q: 3 clusters Score -7250831 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 118803 members 
Entering Unmasked Estep 
Score: -7251889.500000 Penalty: 1078.506104
	Iteration 20F: 3 clusters Score -7251890 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 121455 members 
Entering Unmasked Estep 
Score: -7253136.000000 Penalty: 1078.506104
	Iteration 21Q: 3 clusters Score -7253136 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -7254479.500000 Penalty: 1078.506104
	Iteration 22Q: 3 clusters Score -7254480 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 126707 members 
Entering Unmasked Estep 
Score: -7255957.000000 Penalty: 1078.506104
	Iteration 23Q: 3 clusters Score -7255957 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -7257553.000000 Penalty: 1078.506104
	Iteration 24Q: 3 clusters Score -7257553 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 131526 members 
Entering Unmasked Estep 
Score: -7259076.000000 Penalty: 1078.506104
	Iteration 25Q: 3 clusters Score -7259076 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 133419 members 
Entering Unmasked Estep 
Score: -7260359.500000 Penalty: 1078.506104
	Iteration 26Q: 3 clusters Score -7260360 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 134972 members 
Entering Unmasked Estep 
Score: -7261404.000000 Penalty: 1078.506104
	Iteration 27Q: 3 clusters Score -7261404 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 136230 members 
Entering Unmasked Estep 
Score: -7262161.000000 Penalty: 1078.506104
	Iteration 28Q: 3 clusters Score -7262161 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 137178 members 
Entering Unmasked Estep 
Score: -7262745.500000 Penalty: 1078.506104
	Iteration 29Q: 3 clusters Score -7262746 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 137863 members 
Entering Unmasked Estep 
Score: -7263132.000000 Penalty: 1078.506104
	Iteration 30Q: 3 clusters Score -7263132 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 138394 members 
Entering Unmasked Estep 
Score: -7263419.500000 Penalty: 1078.506104
	Iteration 31Q: 3 clusters Score -7263420 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 138773 members 
Entering Unmasked Estep 
Score: -7263618.500000 Penalty: 1078.506104
	Iteration 32Q: 3 clusters Score -7263618 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 139067 members 
Entering Unmasked Estep 
Score: -7263766.000000 Penalty: 1078.506104
	Iteration 33Q: 3 clusters Score -7263766 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 139296 members 
Entering Unmasked Estep 
Score: -7263904.500000 Penalty: 1078.506104
	Iteration 34Q: 3 clusters Score -7263904 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 139464 members 
Entering Unmasked Estep 
Score: -7263997.500000 Penalty: 1078.506104
	Iteration 35Q: 3 clusters Score -7263998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 139571 members 
Entering Unmasked Estep 
Score: -7264037.000000 Penalty: 1078.506104
	Iteration 36Q: 3 clusters Score -7264037 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 139655 members 
Entering Unmasked Estep 
Score: -7264073.000000 Penalty: 1078.506104
	Iteration 37Q: 3 clusters Score -7264073 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 139733 members 
Entering Unmasked Estep 
Score: -7264118.000000 Penalty: 1078.506104
	Iteration 38Q: 3 clusters Score -7264118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 139795 members 
Entering Unmasked Estep 
Score: -7264139.000000 Penalty: 1078.506104
	Iteration 39Q: 3 clusters Score -7264139 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 139841 members 
Entering Unmasked Estep 
Score: -7264167.500000 Penalty: 1078.506104
	Iteration 40F: 3 clusters Score -7264168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 139879 members 
Entering Unmasked Estep 
Score: -7264178.500000 Penalty: 1078.506104
	Iteration 41Q: 3 clusters Score -7264178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 139900 members 
Entering Unmasked Estep 
Score: -7264189.500000 Penalty: 1078.506104
	Iteration 42Q: 3 clusters Score -7264190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 139918 members 
Entering Unmasked Estep 
Score: -7264210.500000 Penalty: 1078.506104
	Iteration 43Q: 3 clusters Score -7264210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 139932 members 
Entering Unmasked Estep 
Score: -7264205.500000 Penalty: 1078.506104
	Iteration 44Q: 3 clusters Score -7264206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 139942 members 
Entering Unmasked Estep 
Score: -7264209.000000 Penalty: 1078.506104
	Iteration 45Q: 3 clusters Score -7264209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 139950 members 
Entering Unmasked Estep 
Score: -7264208.000000 Penalty: 1078.506104
	Iteration 46Q: 3 clusters Score -7264208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 139961 members 
Entering Unmasked Estep 
Score: -7264212.500000 Penalty: 1078.506104
	Iteration 47Q: 3 clusters Score -7264212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 139972 members 
Entering Unmasked Estep 
Score: -7264223.000000 Penalty: 1078.506104
	Iteration 48Q: 3 clusters Score -7264223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 139978 members 
Entering Unmasked Estep 
Score: -7264225.000000 Penalty: 1078.506104
	Iteration 49Q: 3 clusters Score -7264225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 139984 members 
Entering Unmasked Estep 
Score: -7264228.500000 Penalty: 1078.506104
	Iteration 50Q: 3 clusters Score -7264228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 139990 members 
Entering Unmasked Estep 
Score: -7264232.500000 Penalty: 1078.506104
	Iteration 51Q: 3 clusters Score -7264232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 139999 members 
Entering Unmasked Estep 
Score: -7264238.000000 Penalty: 1078.506104
	Iteration 52Q: 3 clusters Score -7264238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 140009 members 
Entering Unmasked Estep 
Score: -7264242.500000 Penalty: 1078.506104
	Iteration 53Q: 3 clusters Score -7264242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 140019 members 
Entering Unmasked Estep 
Score: -7264252.500000 Penalty: 1078.506104
	Iteration 54Q: 3 clusters Score -7264252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 140021 members 
Entering Unmasked Estep 
Score: -7264250.000000 Penalty: 1078.506104
	Iteration 55Q: 3 clusters Score -7264250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 140024 members 
Entering Unmasked Estep 
Score: -7264254.500000 Penalty: 1078.506104
	Iteration 56Q: 3 clusters Score -7264254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 140028 members 
Entering Unmasked Estep 
Score: -7264255.500000 Penalty: 1078.506104
	Iteration 57Q: 3 clusters Score -7264256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -7264257.500000 Penalty: 1078.506104
	Iteration 58Q: 3 clusters Score -7264258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 140033 members 
Entering Unmasked Estep 
Score: -7264264.000000 Penalty: 1078.506104
	Iteration 59Q: 3 clusters Score -7264264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 140035 members 
Entering Unmasked Estep 
Score: -7264266.000000 Penalty: 1078.506104
	Iteration 60F: 3 clusters Score -7264266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 140037 members 
Entering Unmasked Estep 
Score: -7264265.000000 Penalty: 1078.506104
	Iteration 61Q: 3 clusters Score -7264265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 140039 members 
Entering Unmasked Estep 
Score: -7264266.000000 Penalty: 1078.506104
	Iteration 62Q: 3 clusters Score -7264266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 140038 members 
Entering Unmasked Estep 
Score: -7264264.000000 Penalty: 1078.506104
	Iteration 63Q: 3 clusters Score -7264264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 140038 members 
Entering Unmasked Estep 
Score: -7264264.000000 Penalty: 1078.506104
	Iteration 64F: 3 clusters Score -7264264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6450.448242 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6450.448 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 91 members 
Entering Unmasked Estep 
Score: -6245.873047 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6245.873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6316.887695 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6316.888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6368.351074 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6368.351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6404.369141 Penalty: 467.357666
	Iteration 3F: 3 clusters Score -6404.369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6414.871094 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -6414.871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6416.508789 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -6416.509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6416.508789 Penalty: 467.357666
	Iteration 6F: 3 clusters Score -6416.509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Entering Unmasked Estep 
Score: -369584.812500 Penalty: 401.716492
	Iteration 0F: 2 clusters Score -369584.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -365048.000000 Penalty: 803.432983
	Iteration 0F: 3 clusters Score -365048 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -366868.781250 Penalty: 803.432983
	Iteration 1F: 3 clusters Score -366868.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -367126.218750 Penalty: 803.432983
	Iteration 2F: 3 clusters Score -367126.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -367499.687500 Penalty: 803.432983
	Iteration 3F: 3 clusters Score -367499.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -367978.562500 Penalty: 803.432983
	Iteration 4F: 3 clusters Score -367978.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -368448.437500 Penalty: 803.432983
	Iteration 5F: 3 clusters Score -368448.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -368837.937500 Penalty: 803.432983
	Iteration 6F: 3 clusters Score -368837.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -369035.625000 Penalty: 803.432983
	Iteration 7Q: 3 clusters Score -369035.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -369148.937500 Penalty: 803.432983
	Iteration 8Q: 3 clusters Score -369148.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -369207.937500 Penalty: 803.432983
	Iteration 9Q: 3 clusters Score -369207.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -369232.593750 Penalty: 803.432983
	Iteration 10Q: 3 clusters Score -369232.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -369242.187500 Penalty: 803.432983
	Iteration 11Q: 3 clusters Score -369242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -369245.500000 Penalty: 803.432983
	Iteration 12Q: 3 clusters Score -369245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -369245.906250 Penalty: 803.432983
	Iteration 13Q: 3 clusters Score -369245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -369246.968750 Penalty: 803.432983
	Iteration 14Q: 3 clusters Score -369247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -369246.968750 Penalty: 803.432983
	Iteration 15F: 3 clusters Score -369247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Entering Unmasked Estep 
Score: -550706.937500 Penalty: 419.568237
	Iteration 0F: 2 clusters Score -550706.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -543945.125000 Penalty: 839.136475
	Iteration 0F: 3 clusters Score -543945.1 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -546593.750000 Penalty: 839.136475
	Iteration 1F: 3 clusters Score -546593.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -546778.750000 Penalty: 839.136475
	Iteration 2F: 3 clusters Score -546778.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -547011.750000 Penalty: 839.136475
	Iteration 3F: 3 clusters Score -547011.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -547385.125000 Penalty: 839.136475
	Iteration 4F: 3 clusters Score -547385.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -548039.187500 Penalty: 839.136475
	Iteration 5F: 3 clusters Score -548039.2 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -548914.937500 Penalty: 839.136475
	Iteration 6F: 3 clusters Score -548914.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -549703.562500 Penalty: 839.136475
	Iteration 7F: 3 clusters Score -549703.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -550136.437500 Penalty: 839.136475
	Iteration 8Q: 3 clusters Score -550136.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -550271.562500 Penalty: 839.136475
	Iteration 9Q: 3 clusters Score -550271.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -550312.687500 Penalty: 839.136475
	Iteration 10Q: 3 clusters Score -550312.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -550329.625000 Penalty: 839.136475
	Iteration 11Q: 3 clusters Score -550329.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -550332.312500 Penalty: 839.136475
	Iteration 12Q: 3 clusters Score -550332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -550334.812500 Penalty: 839.136475
	Iteration 13Q: 3 clusters Score -550334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -550339.687500 Penalty: 839.136475
	Iteration 14Q: 3 clusters Score -550339.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -550339.687500 Penalty: 839.136475
	Iteration 15F: 3 clusters Score -550339.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74064 members 
Entering Unmasked Estep 
Score: -4039597.250000 Penalty: 510.177155
	Iteration 0F: 2 clusters Score -4039597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -3989856.750000 Penalty: 1020.354309
	Iteration 0F: 3 clusters Score -3989857 nChanged 36114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4011885.250000 Penalty: 1020.354309
	Iteration 1F: 3 clusters Score -4011885 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -4013145.250000 Penalty: 1020.354309
	Iteration 2Q: 3 clusters Score -4013145 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4015693.250000 Penalty: 1020.354309
	Iteration 3F: 3 clusters Score -4015693 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -4020422.500000 Penalty: 1020.354309
	Iteration 4F: 3 clusters Score -4020422 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4027195.000000 Penalty: 1020.354309
	Iteration 5F: 3 clusters Score -4027195 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4033942.250000 Penalty: 1020.354309
	Iteration 6F: 3 clusters Score -4033942 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4037703.000000 Penalty: 1020.354309
	Iteration 7Q: 3 clusters Score -4037703 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73738 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4038820.500000 Penalty: 1020.354309
	Iteration 8Q: 3 clusters Score -4038820 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73974 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -4039051.750000 Penalty: 1020.354309
	Iteration 9Q: 3 clusters Score -4039052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -4039106.250000 Penalty: 1020.354309
	Iteration 10Q: 3 clusters Score -4039106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -4039124.750000 Penalty: 1020.354309
	Iteration 11Q: 3 clusters Score -4039125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4039134.250000 Penalty: 1020.354309
	Iteration 12Q: 3 clusters Score -4039134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4039138.500000 Penalty: 1020.354309
	Iteration 13Q: 3 clusters Score -4039138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4039144.000000 Penalty: 1020.354309
	Iteration 14Q: 3 clusters Score -4039144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4039144.000000 Penalty: 1020.354309
	Iteration 15F: 3 clusters Score -4039144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -53042.718750 Penalty: 313.476410
	Iteration 0F: 2 clusters Score -53042.72 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 491 members 
Entering Unmasked Estep 
Score: -52239.273438 Penalty: 626.952820
	Iteration 0F: 3 clusters Score -52239.27 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -52446.234375 Penalty: 626.952820
	Iteration 1F: 3 clusters Score -52446.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -52501.441406 Penalty: 626.952820
	Iteration 2F: 3 clusters Score -52501.44 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -52564.796875 Penalty: 626.952820
	Iteration 3F: 3 clusters Score -52564.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -52595.589844 Penalty: 626.952820
	Iteration 4Q: 3 clusters Score -52595.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -52621.765625 Penalty: 626.952820
	Iteration 5Q: 3 clusters Score -52621.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -52650.375000 Penalty: 626.952820
	Iteration 6Q: 3 clusters Score -52650.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -52670.035156 Penalty: 626.952820
	Iteration 7Q: 3 clusters Score -52670.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -52688.203125 Penalty: 626.952820
	Iteration 8Q: 3 clusters Score -52688.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -52697.535156 Penalty: 626.952820
	Iteration 9Q: 3 clusters Score -52697.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -52712.781250 Penalty: 626.952820
	Iteration 10Q: 3 clusters Score -52712.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -52723.988281 Penalty: 626.952820
	Iteration 11Q: 3 clusters Score -52723.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -52730.117188 Penalty: 626.952820
	Iteration 12Q: 3 clusters Score -52730.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -52734.261719 Penalty: 626.952820
	Iteration 13Q: 3 clusters Score -52734.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -52738.550781 Penalty: 626.952820
	Iteration 14Q: 3 clusters Score -52738.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -52742.269531 Penalty: 626.952820
	Iteration 15Q: 3 clusters Score -52742.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -52743.449219 Penalty: 626.952820
	Iteration 16Q: 3 clusters Score -52743.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -52744.343750 Penalty: 626.952820
	Iteration 17Q: 3 clusters Score -52744.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -52746.421875 Penalty: 626.952820
	Iteration 18Q: 3 clusters Score -52746.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -52747.566406 Penalty: 626.952820
	Iteration 19Q: 3 clusters Score -52747.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52748.156250 Penalty: 626.952820
	Iteration 20F: 3 clusters Score -52748.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -52748.246094 Penalty: 626.952820
	Iteration 21Q: 3 clusters Score -52748.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -52748.246094 Penalty: 626.952820
	Iteration 22F: 3 clusters Score -52748.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Entering Unmasked Estep 
Score: -1096025.750000 Penalty: 452.941162
	Iteration 0F: 2 clusters Score -1096026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1081997.000000 Penalty: 905.882324
	Iteration 0F: 3 clusters Score -1081997 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1087892.250000 Penalty: 905.882324
	Iteration 1F: 3 clusters Score -1087892 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1088446.625000 Penalty: 905.882324
	Iteration 2F: 3 clusters Score -1088447 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1089316.125000 Penalty: 905.882324
	Iteration 3F: 3 clusters Score -1089316 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1090705.000000 Penalty: 905.882324
	Iteration 4F: 3 clusters Score -1090705 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1092374.000000 Penalty: 905.882324
	Iteration 5F: 3 clusters Score -1092374 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1093754.875000 Penalty: 905.882324
	Iteration 6F: 3 clusters Score -1093755 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1094639.875000 Penalty: 905.882324
	Iteration 7Q: 3 clusters Score -1094640 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1095146.625000 Penalty: 905.882324
	Iteration 8Q: 3 clusters Score -1095147 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1095397.125000 Penalty: 905.882324
	Iteration 9Q: 3 clusters Score -1095397 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1095515.125000 Penalty: 905.882324
	Iteration 10Q: 3 clusters Score -1095515 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1095589.875000 Penalty: 905.882324
	Iteration 11Q: 3 clusters Score -1095590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1095616.375000 Penalty: 905.882324
	Iteration 12Q: 3 clusters Score -1095616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1095630.250000 Penalty: 905.882324
	Iteration 13Q: 3 clusters Score -1095630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1095639.500000 Penalty: 905.882324
	Iteration 14Q: 3 clusters Score -1095640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1095645.875000 Penalty: 905.882324
	Iteration 15Q: 3 clusters Score -1095646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1095651.625000 Penalty: 905.882324
	Iteration 16Q: 3 clusters Score -1095652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1095652.500000 Penalty: 905.882324
	Iteration 17Q: 3 clusters Score -1095652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1095652.500000 Penalty: 905.882324
	Iteration 18F: 3 clusters Score -1095652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -13046.459961 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -13046.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12691.370117 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -12691.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12812.430664 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -12812.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12850.472656 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -12850.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12871.563477 Penalty: 515.329407
	Iteration 3F: 3 clusters Score -12871.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12884.881836 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -12884.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12888.350586 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -12888.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -12891.998047 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -12892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12895.833984 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -12895.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12897.422852 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -12897.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12897.422852 Penalty: 515.329407
	Iteration 9F: 3 clusters Score -12897.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -130821.492188 Penalty: 355.334137
	Iteration 0F: 2 clusters Score -130821.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -129115.734375 Penalty: 710.668274
	Iteration 0F: 3 clusters Score -129115.7 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -129768.093750 Penalty: 710.668274
	Iteration 1F: 3 clusters Score -129768.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -129956.539062 Penalty: 710.668274
	Iteration 2F: 3 clusters Score -129956.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -130137.453125 Penalty: 710.668274
	Iteration 3F: 3 clusters Score -130137.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -130304.773438 Penalty: 710.668274
	Iteration 4F: 3 clusters Score -130304.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -130461.898438 Penalty: 710.668274
	Iteration 5F: 3 clusters Score -130461.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -130609.890625 Penalty: 710.668274
	Iteration 6F: 3 clusters Score -130609.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -130730.742188 Penalty: 710.668274
	Iteration 7F: 3 clusters Score -130730.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -130778.453125 Penalty: 710.668274
	Iteration 8Q: 3 clusters Score -130778.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -130789.375000 Penalty: 710.668274
	Iteration 9Q: 3 clusters Score -130789.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -130797.234375 Penalty: 710.668274
	Iteration 10Q: 3 clusters Score -130797.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -130802.554688 Penalty: 710.668274
	Iteration 11Q: 3 clusters Score -130802.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -130804.015625 Penalty: 710.668274
	Iteration 12Q: 3 clusters Score -130804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -130805.648438 Penalty: 710.668274
	Iteration 13Q: 3 clusters Score -130805.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -130806.328125 Penalty: 710.668274
	Iteration 14Q: 3 clusters Score -130806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -130806.671875 Penalty: 710.668274
	Iteration 15Q: 3 clusters Score -130806.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -130806.937500 Penalty: 710.668274
	Iteration 16Q: 3 clusters Score -130806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -130807.015625 Penalty: 710.668274
	Iteration 17Q: 3 clusters Score -130807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -130807.125000 Penalty: 710.668274
	Iteration 18Q: 3 clusters Score -130807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -130807.476562 Penalty: 710.668274
	Iteration 19Q: 3 clusters Score -130807.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -130807.476562 Penalty: 710.668274
	Iteration 20F: 3 clusters Score -130807.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (90400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Entering Unmasked Estep 
Score: -4924632.500000 Penalty: 519.245972
	Iteration 0F: 2 clusters Score -4924632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -4864749.500000 Penalty: 1038.491943
	Iteration 0F: 3 clusters Score -4864750 nChanged 44166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -4891219.000000 Penalty: 1038.491943
	Iteration 1F: 3 clusters Score -4891219 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -4892104.000000 Penalty: 1038.491943
	Iteration 2Q: 3 clusters Score -4892104 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -4893362.500000 Penalty: 1038.491943
	Iteration 3Q: 3 clusters Score -4893362 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -4895539.500000 Penalty: 1038.491943
	Iteration 4Q: 3 clusters Score -4895540 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -4899131.500000 Penalty: 1038.491943
	Iteration 5F: 3 clusters Score -4899132 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4903970.500000 Penalty: 1038.491943
	Iteration 6F: 3 clusters Score -4903970 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -4907718.000000 Penalty: 1038.491943
	Iteration 7F: 3 clusters Score -4907718 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -4909205.500000 Penalty: 1038.491943
	Iteration 8Q: 3 clusters Score -4909206 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -4909730.000000 Penalty: 1038.491943
	Iteration 9Q: 3 clusters Score -4909730 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -4910020.000000 Penalty: 1038.491943
	Iteration 10Q: 3 clusters Score -4910020 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -4910285.000000 Penalty: 1038.491943
	Iteration 11Q: 3 clusters Score -4910285 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4910591.500000 Penalty: 1038.491943
	Iteration 12Q: 3 clusters Score -4910592 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -4910933.000000 Penalty: 1038.491943
	Iteration 13Q: 3 clusters Score -4910933 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4911398.000000 Penalty: 1038.491943
	Iteration 14Q: 3 clusters Score -4911398 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -4911843.000000 Penalty: 1038.491943
	Iteration 15Q: 3 clusters Score -4911843 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -4912390.000000 Penalty: 1038.491943
	Iteration 16Q: 3 clusters Score -4912390 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -4913011.500000 Penalty: 1038.491943
	Iteration 17Q: 3 clusters Score -4913012 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -4913689.000000 Penalty: 1038.491943
	Iteration 18Q: 3 clusters Score -4913689 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4914402.000000 Penalty: 1038.491943
	Iteration 19Q: 3 clusters Score -4914402 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69411 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4915149.000000 Penalty: 1038.491943
	Iteration 20F: 3 clusters Score -4915149 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4915920.500000 Penalty: 1038.491943
	Iteration 21Q: 3 clusters Score -4915920 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72394 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4916650.000000 Penalty: 1038.491943
	Iteration 22Q: 3 clusters Score -4916650 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73752 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4917415.000000 Penalty: 1038.491943
	Iteration 23Q: 3 clusters Score -4917415 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -4918060.500000 Penalty: 1038.491943
	Iteration 24Q: 3 clusters Score -4918060 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76123 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4918610.000000 Penalty: 1038.491943
	Iteration 25Q: 3 clusters Score -4918610 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4919095.000000 Penalty: 1038.491943
	Iteration 26Q: 3 clusters Score -4919095 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -4919522.500000 Penalty: 1038.491943
	Iteration 27Q: 3 clusters Score -4919522 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -4919934.000000 Penalty: 1038.491943
	Iteration 28Q: 3 clusters Score -4919934 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4920322.000000 Penalty: 1038.491943
	Iteration 29Q: 3 clusters Score -4920322 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -4920670.500000 Penalty: 1038.491943
	Iteration 30Q: 3 clusters Score -4920670 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -4920958.500000 Penalty: 1038.491943
	Iteration 31Q: 3 clusters Score -4920958 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -4921263.000000 Penalty: 1038.491943
	Iteration 32Q: 3 clusters Score -4921263 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -4921577.000000 Penalty: 1038.491943
	Iteration 33Q: 3 clusters Score -4921577 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4921886.500000 Penalty: 1038.491943
	Iteration 34Q: 3 clusters Score -4921886 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4922204.500000 Penalty: 1038.491943
	Iteration 35Q: 3 clusters Score -4922204 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4922512.000000 Penalty: 1038.491943
	Iteration 36Q: 3 clusters Score -4922512 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86275 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -4922767.000000 Penalty: 1038.491943
	Iteration 37Q: 3 clusters Score -4922767 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86832 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4923011.500000 Penalty: 1038.491943
	Iteration 38Q: 3 clusters Score -4923012 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87334 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4923217.500000 Penalty: 1038.491943
	Iteration 39Q: 3 clusters Score -4923218 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4923383.500000 Penalty: 1038.491943
	Iteration 40F: 3 clusters Score -4923384 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88114 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4923500.000000 Penalty: 1038.491943
	Iteration 41Q: 3 clusters Score -4923500 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4923602.000000 Penalty: 1038.491943
	Iteration 42Q: 3 clusters Score -4923602 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4923681.500000 Penalty: 1038.491943
	Iteration 43Q: 3 clusters Score -4923682 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88844 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4923751.000000 Penalty: 1038.491943
	Iteration 44Q: 3 clusters Score -4923751 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89027 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4923820.000000 Penalty: 1038.491943
	Iteration 45Q: 3 clusters Score -4923820 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4923864.000000 Penalty: 1038.491943
	Iteration 46Q: 3 clusters Score -4923864 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4923930.500000 Penalty: 1038.491943
	Iteration 47Q: 3 clusters Score -4923930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4923986.500000 Penalty: 1038.491943
	Iteration 48Q: 3 clusters Score -4923986 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4924021.000000 Penalty: 1038.491943
	Iteration 49Q: 3 clusters Score -4924021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4924035.500000 Penalty: 1038.491943
	Iteration 50Q: 3 clusters Score -4924036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4924061.000000 Penalty: 1038.491943
	Iteration 51Q: 3 clusters Score -4924061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4924085.500000 Penalty: 1038.491943
	Iteration 52Q: 3 clusters Score -4924086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4924110.500000 Penalty: 1038.491943
	Iteration 53Q: 3 clusters Score -4924110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4924131.000000 Penalty: 1038.491943
	Iteration 54Q: 3 clusters Score -4924131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4924146.500000 Penalty: 1038.491943
	Iteration 55Q: 3 clusters Score -4924146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4924155.000000 Penalty: 1038.491943
	Iteration 56Q: 3 clusters Score -4924155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89858 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4924165.500000 Penalty: 1038.491943
	Iteration 57Q: 3 clusters Score -4924166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4924177.000000 Penalty: 1038.491943
	Iteration 58Q: 3 clusters Score -4924177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4924182.000000 Penalty: 1038.491943
	Iteration 59Q: 3 clusters Score -4924182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89912 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4924190.500000 Penalty: 1038.491943
	Iteration 60F: 3 clusters Score -4924190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4924194.000000 Penalty: 1038.491943
	Iteration 61Q: 3 clusters Score -4924194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4924191.000000 Penalty: 1038.491943
	Iteration 62Q: 3 clusters Score -4924191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4924199.000000 Penalty: 1038.491943
	Iteration 63Q: 3 clusters Score -4924199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4924202.500000 Penalty: 1038.491943
	Iteration 64Q: 3 clusters Score -4924202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4924205.500000 Penalty: 1038.491943
	Iteration 65Q: 3 clusters Score -4924206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4924205.000000 Penalty: 1038.491943
	Iteration 66Q: 3 clusters Score -4924205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89959 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4924203.500000 Penalty: 1038.491943
	Iteration 67Q: 3 clusters Score -4924204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4924197.500000 Penalty: 1038.491943
	Iteration 68Q: 3 clusters Score -4924198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4924197.500000 Penalty: 1038.491943
	Iteration 69Q: 3 clusters Score -4924198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4924202.000000 Penalty: 1038.491943
	Iteration 70Q: 3 clusters Score -4924202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4924201.500000 Penalty: 1038.491943
	Iteration 71Q: 3 clusters Score -4924202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4924204.000000 Penalty: 1038.491943
	Iteration 72Q: 3 clusters Score -4924204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4924205.000000 Penalty: 1038.491943
	Iteration 73Q: 3 clusters Score -4924205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4924203.000000 Penalty: 1038.491943
	Iteration 74Q: 3 clusters Score -4924203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4924208.000000 Penalty: 1038.491943
	Iteration 75Q: 3 clusters Score -4924208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4924204.500000 Penalty: 1038.491943
	Iteration 76Q: 3 clusters Score -4924204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89982 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4924204.500000 Penalty: 1038.491943
	Iteration 77F: 3 clusters Score -4924204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Entering Unmasked Estep 
Score: -417253.250000 Penalty: 410.630829
	Iteration 0F: 2 clusters Score -417253.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -411703.687500 Penalty: 821.261658
	Iteration 0F: 3 clusters Score -411703.7 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -413817.968750 Penalty: 821.261658
	Iteration 1F: 3 clusters Score -413818 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -413997.093750 Penalty: 821.261658
	Iteration 2Q: 3 clusters Score -413997.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -414231.125000 Penalty: 821.261658
	Iteration 3F: 3 clusters Score -414231.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -414606.781250 Penalty: 821.261658
	Iteration 4F: 3 clusters Score -414606.8 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -415112.531250 Penalty: 821.261658
	Iteration 5F: 3 clusters Score -415112.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -415704.687500 Penalty: 821.261658
	Iteration 6F: 3 clusters Score -415704.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -416128.843750 Penalty: 821.261658
	Iteration 7F: 3 clusters Score -416128.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -416379.875000 Penalty: 821.261658
	Iteration 8Q: 3 clusters Score -416379.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -416523.187500 Penalty: 821.261658
	Iteration 9Q: 3 clusters Score -416523.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -416619.687500 Penalty: 821.261658
	Iteration 10Q: 3 clusters Score -416619.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -416704.125000 Penalty: 821.261658
	Iteration 11Q: 3 clusters Score -416704.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -416766.187500 Penalty: 821.261658
	Iteration 12Q: 3 clusters Score -416766.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -416801.031250 Penalty: 821.261658
	Iteration 13Q: 3 clusters Score -416801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -416828.593750 Penalty: 821.261658
	Iteration 14Q: 3 clusters Score -416828.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -416852.687500 Penalty: 821.261658
	Iteration 15Q: 3 clusters Score -416852.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -416863.500000 Penalty: 821.261658
	Iteration 16Q: 3 clusters Score -416863.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -416872.437500 Penalty: 821.261658
	Iteration 17Q: 3 clusters Score -416872.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -416880.125000 Penalty: 821.261658
	Iteration 18Q: 3 clusters Score -416880.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -416886.843750 Penalty: 821.261658
	Iteration 19Q: 3 clusters Score -416886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -416894.156250 Penalty: 821.261658
	Iteration 20F: 3 clusters Score -416894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -416897.937500 Penalty: 821.261658
	Iteration 21Q: 3 clusters Score -416897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -416899.875000 Penalty: 821.261658
	Iteration 22Q: 3 clusters Score -416899.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -416903.125000 Penalty: 821.261658
	Iteration 23Q: 3 clusters Score -416903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -416904.375000 Penalty: 821.261658
	Iteration 24Q: 3 clusters Score -416904.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -416904.375000 Penalty: 821.261658
	Iteration 25F: 3 clusters Score -416904.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (34949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Entering Unmasked Estep 
Score: -1951846.375000 Penalty: 476.004852
	Iteration 0F: 2 clusters Score -1951846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1928595.875000 Penalty: 952.009705
	Iteration 0F: 3 clusters Score -1928596 nChanged 16715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -1938937.500000 Penalty: 952.009705
	Iteration 1F: 3 clusters Score -1938938 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -1940363.375000 Penalty: 952.009705
	Iteration 2F: 3 clusters Score -1940363 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -1942951.750000 Penalty: 952.009705
	Iteration 3F: 3 clusters Score -1942952 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -1946604.625000 Penalty: 952.009705
	Iteration 4F: 3 clusters Score -1946605 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -1949574.000000 Penalty: 952.009705
	Iteration 5F: 3 clusters Score -1949574 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -1950921.625000 Penalty: 952.009705
	Iteration 6Q: 3 clusters Score -1950922 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -1951324.875000 Penalty: 952.009705
	Iteration 7Q: 3 clusters Score -1951325 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -1951396.000000 Penalty: 952.009705
	Iteration 8Q: 3 clusters Score -1951396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -1951416.625000 Penalty: 952.009705
	Iteration 9Q: 3 clusters Score -1951417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -1951425.500000 Penalty: 952.009705
	Iteration 10Q: 3 clusters Score -1951426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -1951428.250000 Penalty: 952.009705
	Iteration 11Q: 3 clusters Score -1951428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -1951429.125000 Penalty: 952.009705
	Iteration 12Q: 3 clusters Score -1951429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -1951434.375000 Penalty: 952.009705
	Iteration 13Q: 3 clusters Score -1951434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -1951446.250000 Penalty: 952.009705
	Iteration 14Q: 3 clusters Score -1951446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -1951451.250000 Penalty: 952.009705
	Iteration 15Q: 3 clusters Score -1951451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -1951451.250000 Penalty: 952.009705
	Iteration 16F: 3 clusters Score -1951451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Entering Unmasked Estep 
Score: -365398.812500 Penalty: 401.187042
	Iteration 0F: 2 clusters Score -365398.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -360894.218750 Penalty: 802.374084
	Iteration 0F: 3 clusters Score -360894.2 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -362727.531250 Penalty: 802.374084
	Iteration 1F: 3 clusters Score -362727.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -363098.000000 Penalty: 802.374084
	Iteration 2F: 3 clusters Score -363098 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -363647.593750 Penalty: 802.374084
	Iteration 3F: 3 clusters Score -363647.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -364234.187500 Penalty: 802.374084
	Iteration 4F: 3 clusters Score -364234.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -364705.093750 Penalty: 802.374084
	Iteration 5F: 3 clusters Score -364705.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -364984.906250 Penalty: 802.374084
	Iteration 6Q: 3 clusters Score -364984.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -365149.218750 Penalty: 802.374084
	Iteration 7Q: 3 clusters Score -365149.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -365223.875000 Penalty: 802.374084
	Iteration 8Q: 3 clusters Score -365223.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -365256.937500 Penalty: 802.374084
	Iteration 9Q: 3 clusters Score -365256.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -365269.312500 Penalty: 802.374084
	Iteration 10Q: 3 clusters Score -365269.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -365280.687500 Penalty: 802.374084
	Iteration 11Q: 3 clusters Score -365280.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -365287.593750 Penalty: 802.374084
	Iteration 12Q: 3 clusters Score -365287.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -365289.968750 Penalty: 802.374084
	Iteration 13Q: 3 clusters Score -365290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -365292.187500 Penalty: 802.374084
	Iteration 14Q: 3 clusters Score -365292.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -365293.000000 Penalty: 802.374084
	Iteration 15Q: 3 clusters Score -365293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -365293.500000 Penalty: 802.374084
	Iteration 16Q: 3 clusters Score -365293.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -365294.062500 Penalty: 802.374084
	Iteration 17Q: 3 clusters Score -365294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -365294.750000 Penalty: 802.374084
	Iteration 18Q: 3 clusters Score -365294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -365293.906250 Penalty: 802.374084
	Iteration 19Q: 3 clusters Score -365293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -365293.906250 Penalty: 802.374084
	Iteration 20F: 3 clusters Score -365293.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -161843.687500 Penalty: 365.175873
	Iteration 0F: 2 clusters Score -161843.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -159746.171875 Penalty: 730.351746
	Iteration 0F: 3 clusters Score -159746.2 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -160633.453125 Penalty: 730.351746
	Iteration 1F: 3 clusters Score -160633.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -160827.140625 Penalty: 730.351746
	Iteration 2F: 3 clusters Score -160827.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -161019.718750 Penalty: 730.351746
	Iteration 3F: 3 clusters Score -161019.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -161159.281250 Penalty: 730.351746
	Iteration 4F: 3 clusters Score -161159.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -161255.109375 Penalty: 730.351746
	Iteration 5F: 3 clusters Score -161255.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -161328.015625 Penalty: 730.351746
	Iteration 6Q: 3 clusters Score -161328 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -161404.500000 Penalty: 730.351746
	Iteration 7Q: 3 clusters Score -161404.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -161470.109375 Penalty: 730.351746
	Iteration 8Q: 3 clusters Score -161470.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -161535.187500 Penalty: 730.351746
	Iteration 9Q: 3 clusters Score -161535.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -161586.046875 Penalty: 730.351746
	Iteration 10Q: 3 clusters Score -161586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -161629.078125 Penalty: 730.351746
	Iteration 11Q: 3 clusters Score -161629.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -161666.140625 Penalty: 730.351746
	Iteration 12Q: 3 clusters Score -161666.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -161701.734375 Penalty: 730.351746
	Iteration 13Q: 3 clusters Score -161701.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -161719.296875 Penalty: 730.351746
	Iteration 14Q: 3 clusters Score -161719.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -161729.406250 Penalty: 730.351746
	Iteration 15Q: 3 clusters Score -161729.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -161734.250000 Penalty: 730.351746
	Iteration 16Q: 3 clusters Score -161734.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -161738.078125 Penalty: 730.351746
	Iteration 17Q: 3 clusters Score -161738.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -161740.578125 Penalty: 730.351746
	Iteration 18Q: 3 clusters Score -161740.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -161742.171875 Penalty: 730.351746
	Iteration 19Q: 3 clusters Score -161742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -161743.953125 Penalty: 730.351746
	Iteration 20F: 3 clusters Score -161744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -161744.468750 Penalty: 730.351746
	Iteration 21Q: 3 clusters Score -161744.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -161745.046875 Penalty: 730.351746
	Iteration 22Q: 3 clusters Score -161745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -161745.234375 Penalty: 730.351746
	Iteration 23Q: 3 clusters Score -161745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -161744.937500 Penalty: 730.351746
	Iteration 24Q: 3 clusters Score -161744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -161745.078125 Penalty: 730.351746
	Iteration 25Q: 3 clusters Score -161745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -161745.468750 Penalty: 730.351746
	Iteration 26Q: 3 clusters Score -161745.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -161745.500000 Penalty: 730.351746
	Iteration 27Q: 3 clusters Score -161745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -161745.718750 Penalty: 730.351746
	Iteration 28Q: 3 clusters Score -161745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -161745.671875 Penalty: 730.351746
	Iteration 29Q: 3 clusters Score -161745.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -161745.734375 Penalty: 730.351746
	Iteration 30Q: 3 clusters Score -161745.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -161745.734375 Penalty: 730.351746
	Iteration 31F: 3 clusters Score -161745.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (81174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Entering Unmasked Estep 
Score: -4473110.000000 Penalty: 514.347900
	Iteration 0F: 2 clusters Score -4473110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -4418977.000000 Penalty: 1028.695801
	Iteration 0F: 3 clusters Score -4418977 nChanged 39412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -4442106.500000 Penalty: 1028.695801
	Iteration 1F: 3 clusters Score -4442106 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4442853.000000 Penalty: 1028.695801
	Iteration 2Q: 3 clusters Score -4442853 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -4444258.000000 Penalty: 1028.695801
	Iteration 3Q: 3 clusters Score -4444258 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -4446893.000000 Penalty: 1028.695801
	Iteration 4F: 3 clusters Score -4446893 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -4451505.000000 Penalty: 1028.695801
	Iteration 5F: 3 clusters Score -4451505 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4458002.500000 Penalty: 1028.695801
	Iteration 6F: 3 clusters Score -4458002 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -4464298.500000 Penalty: 1028.695801
	Iteration 7F: 3 clusters Score -4464298 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4468632.000000 Penalty: 1028.695801
	Iteration 8F: 3 clusters Score -4468632 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4470874.500000 Penalty: 1028.695801
	Iteration 9Q: 3 clusters Score -4470874 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4471910.000000 Penalty: 1028.695801
	Iteration 10Q: 3 clusters Score -4471910 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4472383.000000 Penalty: 1028.695801
	Iteration 11Q: 3 clusters Score -4472383 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4472560.000000 Penalty: 1028.695801
	Iteration 12Q: 3 clusters Score -4472560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4472618.500000 Penalty: 1028.695801
	Iteration 13Q: 3 clusters Score -4472618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4472637.500000 Penalty: 1028.695801
	Iteration 14Q: 3 clusters Score -4472638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81098 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -4472643.000000 Penalty: 1028.695801
	Iteration 15Q: 3 clusters Score -4472643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81100 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -4472641.500000 Penalty: 1028.695801
	Iteration 16Q: 3 clusters Score -4472642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4472644.500000 Penalty: 1028.695801
	Iteration 17Q: 3 clusters Score -4472644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -4472644.500000 Penalty: 1028.695801
	Iteration 18F: 3 clusters Score -4472644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (154572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154572 members 
Entering Unmasked Estep 
Score: -8206543.500000 Penalty: 543.652893
	Iteration 0F: 2 clusters Score -8206544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
Score: -8110340.000000 Penalty: 1087.305786
	Iteration 0F: 3 clusters Score -8110340 nChanged 75983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64799 members 
Mstep: Class 2 contains 89773 members 
Entering Unmasked Estep 
Score: -8157164.000000 Penalty: 1087.305786
	Iteration 1F: 3 clusters Score -8157164 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -8160330.000000 Penalty: 1087.305786
	Iteration 2F: 3 clusters Score -8160330 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -8164776.500000 Penalty: 1087.305786
	Iteration 3F: 3 clusters Score -8164776 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 110551 members 
Entering Unmasked Estep 
Score: -8170662.000000 Penalty: 1087.305786
	Iteration 4F: 3 clusters Score -8170662 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 115827 members 
Entering Unmasked Estep 
Score: -8176176.000000 Penalty: 1087.305786
	Iteration 5F: 3 clusters Score -8176176 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 118324 members 
Entering Unmasked Estep 
Score: -8180861.500000 Penalty: 1087.305786
	Iteration 6F: 3 clusters Score -8180862 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 118484 members 
Entering Unmasked Estep 
Score: -8183415.000000 Penalty: 1087.305786
	Iteration 7Q: 3 clusters Score -8183415 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 117189 members 
Entering Unmasked Estep 
Score: -8184412.500000 Penalty: 1087.305786
	Iteration 8Q: 3 clusters Score -8184412 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 115250 members 
Entering Unmasked Estep 
Score: -8184717.000000 Penalty: 1087.305786
	Iteration 9Q: 3 clusters Score -8184717 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 112925 members 
Entering Unmasked Estep 
Score: -8184762.000000 Penalty: 1087.305786
	Iteration 10Q: 3 clusters Score -8184762 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 110235 members 
Entering Unmasked Estep 
Score: -8184811.000000 Penalty: 1087.305786
	Iteration 11Q: 3 clusters Score -8184811 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 107155 members 
Entering Unmasked Estep 
Score: -8184908.500000 Penalty: 1087.305786
	Iteration 12Q: 3 clusters Score -8184908 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 103746 members 
Entering Unmasked Estep 
Score: -8185220.500000 Penalty: 1087.305786
	Iteration 13Q: 3 clusters Score -8185220 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 100016 members 
Entering Unmasked Estep 
Score: -8185626.500000 Penalty: 1087.305786
	Iteration 14Q: 3 clusters Score -8185626 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -8186339.500000 Penalty: 1087.305786
	Iteration 15Q: 3 clusters Score -8186340 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 92194 members 
Entering Unmasked Estep 
Score: -8187020.500000 Penalty: 1087.305786
	Iteration 16Q: 3 clusters Score -8187020 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -8187689.000000 Penalty: 1087.305786
	Iteration 17Q: 3 clusters Score -8187689 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -8188336.000000 Penalty: 1087.305786
	Iteration 18Q: 3 clusters Score -8188336 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 81983 members 
Entering Unmasked Estep 
Score: -8188830.000000 Penalty: 1087.305786
	Iteration 19Q: 3 clusters Score -8188830 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -8189175.500000 Penalty: 1087.305786
	Iteration 20F: 3 clusters Score -8189176 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 77360 members 
Entering Unmasked Estep 
Score: -8189411.500000 Penalty: 1087.305786
	Iteration 21Q: 3 clusters Score -8189412 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78799 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -8189590.500000 Penalty: 1087.305786
	Iteration 22Q: 3 clusters Score -8189590 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -8189716.500000 Penalty: 1087.305786
	Iteration 23Q: 3 clusters Score -8189716 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 73704 members 
Entering Unmasked Estep 
Score: -8189868.500000 Penalty: 1087.305786
	Iteration 24Q: 3 clusters Score -8189868 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81707 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -8189981.500000 Penalty: 1087.305786
	Iteration 25Q: 3 clusters Score -8189982 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -8190154.000000 Penalty: 1087.305786
	Iteration 26Q: 3 clusters Score -8190154 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -8190305.500000 Penalty: 1087.305786
	Iteration 27Q: 3 clusters Score -8190306 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 70592 members 
Entering Unmasked Estep 
Score: -8190477.000000 Penalty: 1087.305786
	Iteration 28Q: 3 clusters Score -8190477 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 69769 members 
Entering Unmasked Estep 
Score: -8190684.000000 Penalty: 1087.305786
	Iteration 29Q: 3 clusters Score -8190684 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -8190903.500000 Penalty: 1087.305786
	Iteration 30Q: 3 clusters Score -8190904 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -8191180.000000 Penalty: 1087.305786
	Iteration 31Q: 3 clusters Score -8191180 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -8191535.500000 Penalty: 1087.305786
	Iteration 32Q: 3 clusters Score -8191536 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89126 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -8191925.000000 Penalty: 1087.305786
	Iteration 33Q: 3 clusters Score -8191925 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -8192437.500000 Penalty: 1087.305786
	Iteration 34Q: 3 clusters Score -8192438 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91993 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -8193032.500000 Penalty: 1087.305786
	Iteration 35Q: 3 clusters Score -8193032 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -8193590.500000 Penalty: 1087.305786
	Iteration 36Q: 3 clusters Score -8193590 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -8194210.500000 Penalty: 1087.305786
	Iteration 37Q: 3 clusters Score -8194210 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95916 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -8194875.000000 Penalty: 1087.305786
	Iteration 38Q: 3 clusters Score -8194875 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97001 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -8195432.500000 Penalty: 1087.305786
	Iteration 39Q: 3 clusters Score -8195432 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 56689 members 
Entering Unmasked Estep 
Score: -8196205.500000 Penalty: 1087.305786
	Iteration 40F: 3 clusters Score -8196206 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -8196871.500000 Penalty: 1087.305786
	Iteration 41Q: 3 clusters Score -8196872 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98879 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -8197570.000000 Penalty: 1087.305786
	Iteration 42Q: 3 clusters Score -8197570 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98918 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -8198180.000000 Penalty: 1087.305786
	Iteration 43Q: 3 clusters Score -8198180 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -8198724.500000 Penalty: 1087.305786
	Iteration 44Q: 3 clusters Score -8198724 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -8199218.000000 Penalty: 1087.305786
	Iteration 45Q: 3 clusters Score -8199218 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -8199652.500000 Penalty: 1087.305786
	Iteration 46Q: 3 clusters Score -8199652 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95236 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -8200134.500000 Penalty: 1087.305786
	Iteration 47Q: 3 clusters Score -8200134 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93471 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -8200748.000000 Penalty: 1087.305786
	Iteration 48Q: 3 clusters Score -8200748 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91259 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -8201542.500000 Penalty: 1087.305786
	Iteration 49Q: 3 clusters Score -8201542 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 65678 members 
Entering Unmasked Estep 
Score: -8202506.500000 Penalty: 1087.305786
	Iteration 50Q: 3 clusters Score -8202506 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 68272 members 
Entering Unmasked Estep 
Score: -8203480.000000 Penalty: 1087.305786
	Iteration 51Q: 3 clusters Score -8203480 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -8204441.500000 Penalty: 1087.305786
	Iteration 52Q: 3 clusters Score -8204442 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -8205139.000000 Penalty: 1087.305786
	Iteration 53Q: 3 clusters Score -8205139 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -8205575.000000 Penalty: 1087.305786
	Iteration 54Q: 3 clusters Score -8205575 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 76293 members 
Entering Unmasked Estep 
Score: -8205972.500000 Penalty: 1087.305786
	Iteration 55Q: 3 clusters Score -8205972 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -8206283.000000 Penalty: 1087.305786
	Iteration 56Q: 3 clusters Score -8206283 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76107 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -8206496.500000 Penalty: 1087.305786
	Iteration 57Q: 3 clusters Score -8206496 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -8206680.500000 Penalty: 1087.305786
	Iteration 58Q: 3 clusters Score -8206680 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74833 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -8206752.500000 Penalty: 1087.305786
	Iteration 59Q: 3 clusters Score -8206752 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 80161 members 
Entering Unmasked Estep 
Score: -8207705.500000 Penalty: 1087.305786
	Iteration 60F: 3 clusters Score -8207706 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -8208171.000000 Penalty: 1087.305786
	Iteration 61Q: 3 clusters Score -8208171 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 81903 members 
Entering Unmasked Estep 
Score: -8208385.500000 Penalty: 1087.305786
	Iteration 62Q: 3 clusters Score -8208386 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -8208546.000000 Penalty: 1087.305786
	Iteration 63Q: 3 clusters Score -8208546 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -8208642.500000 Penalty: 1087.305786
	Iteration 64Q: 3 clusters Score -8208642 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 83506 members 
Entering Unmasked Estep 
Score: -8208749.000000 Penalty: 1087.305786
	Iteration 65Q: 3 clusters Score -8208749 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -8208841.000000 Penalty: 1087.305786
	Iteration 66Q: 3 clusters Score -8208841 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -8208928.000000 Penalty: 1087.305786
	Iteration 67Q: 3 clusters Score -8208928 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -8208943.500000 Penalty: 1087.305786
	Iteration 68Q: 3 clusters Score -8208944 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -8208974.000000 Penalty: 1087.305786
	Iteration 69Q: 3 clusters Score -8208974 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 84505 members 
Entering Unmasked Estep 
Score: -8208970.500000 Penalty: 1087.305786
	Iteration 70Q: 3 clusters Score -8208970 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69977 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
Score: -8208989.000000 Penalty: 1087.305786
	Iteration 71Q: 3 clusters Score -8208989 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -8208998.500000 Penalty: 1087.305786
	Iteration 72Q: 3 clusters Score -8208998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 84705 members 
Entering Unmasked Estep 
Score: -8209010.500000 Penalty: 1087.305786
	Iteration 73Q: 3 clusters Score -8209010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -8209017.500000 Penalty: 1087.305786
	Iteration 74Q: 3 clusters Score -8209018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -8209027.500000 Penalty: 1087.305786
	Iteration 75Q: 3 clusters Score -8209028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -8209034.500000 Penalty: 1087.305786
	Iteration 76Q: 3 clusters Score -8209034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -8209027.000000 Penalty: 1087.305786
	Iteration 77Q: 3 clusters Score -8209027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 84797 members 
Entering Unmasked Estep 
Score: -8209033.500000 Penalty: 1087.305786
	Iteration 78Q: 3 clusters Score -8209034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 84802 members 
Entering Unmasked Estep 
Score: -8209032.500000 Penalty: 1087.305786
	Iteration 79Q: 3 clusters Score -8209032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 84802 members 
Entering Unmasked Estep 
Score: -8209029.500000 Penalty: 1087.305786
	Iteration 80F: 3 clusters Score -8209030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -8209029.500000 Penalty: 1087.305786
	Iteration 81Q: 3 clusters Score -8209030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 84802 members 
Entering Unmasked Estep 
Score: -8209031.000000 Penalty: 1087.305786
	Iteration 82Q: 3 clusters Score -8209031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -8209031.500000 Penalty: 1087.305786
	Iteration 83Q: 3 clusters Score -8209032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 84803 members 
Entering Unmasked Estep 
Score: -8209035.500000 Penalty: 1087.305786
	Iteration 84Q: 3 clusters Score -8209036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69768 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -8209030.000000 Penalty: 1087.305786
	Iteration 85Q: 3 clusters Score -8209030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69764 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -8209029.500000 Penalty: 1087.305786
	Iteration 86Q: 3 clusters Score -8209030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -8209034.000000 Penalty: 1087.305786
	Iteration 87Q: 3 clusters Score -8209034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -8209033.500000 Penalty: 1087.305786
	Iteration 88Q: 3 clusters Score -8209034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -8209027.500000 Penalty: 1087.305786
	Iteration 89Q: 3 clusters Score -8209028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -8209027.500000 Penalty: 1087.305786
	Iteration 90F: 3 clusters Score -8209028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 68531 members 
Mstep: Class 3 contains 76781 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 47152 members 
Mstep: Class 6 contains 52486 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 159688 members 
Mstep: Class 9 contains 76973 members 
Mstep: Class 10 contains 5466 members 
Mstep: Class 11 contains 14624 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 90056 members 
Mstep: Class 15 contains 12718 members 
Mstep: Class 16 contains 73979 members 
Mstep: Class 17 contains 58421 members 
Mstep: Class 18 contains 16358 members 
Mstep: Class 19 contains 95667 members 
Mstep: Class 20 contains 15375 members 
Mstep: Class 21 contains 3426 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 35034 members 
Mstep: Class 24 contains 12549 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 31340 members 
Mstep: Class 27 contains 140325 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6829 members 
Mstep: Class 30 contains 10110 members 
Mstep: Class 31 contains 74064 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21052 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2464 members 
Mstep: Class 36 contains 90400 members 
Mstep: Class 37 contains 8307 members 
Mstep: Class 38 contains 34949 members 
Mstep: Class 39 contains 6750 members 
Mstep: Class 40 contains 3059 members 
Mstep: Class 41 contains 81174 members 
Mstep: Class 42 contains 69759 members 
Mstep: Class 43 contains 21904 members 
Mstep: Class 44 contains 1478 members 
Mstep: Class 45 contains 41012 members 
Mstep: Class 46 contains 84813 members 
Entering Unmasked Estep 
Score: -87422576.000000 Penalty: 30063.429688
Splitting cluster 42 changes total score from -87419368.000000 to -87422576.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 43 (21904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Entering Unmasked Estep 
Score: -1187206.750000 Penalty: 454.746338
	Iteration 0F: 2 clusters Score -1187207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1172510.500000 Penalty: 909.492676
	Iteration 0F: 3 clusters Score -1172510 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1178607.500000 Penalty: 909.492676
	Iteration 1F: 3 clusters Score -1178608 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1178986.125000 Penalty: 909.492676
	Iteration 2Q: 3 clusters Score -1178986 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1179594.750000 Penalty: 909.492676
	Iteration 3F: 3 clusters Score -1179595 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -1180589.750000 Penalty: 909.492676
	Iteration 4F: 3 clusters Score -1180590 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -1182029.375000 Penalty: 909.492676
	Iteration 5F: 3 clusters Score -1182029 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -1183757.125000 Penalty: 909.492676
	Iteration 6F: 3 clusters Score -1183757 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1185252.125000 Penalty: 909.492676
	Iteration 7F: 3 clusters Score -1185252 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -1186149.125000 Penalty: 909.492676
	Iteration 8Q: 3 clusters Score -1186149 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -1186554.250000 Penalty: 909.492676
	Iteration 9Q: 3 clusters Score -1186554 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -1186713.250000 Penalty: 909.492676
	Iteration 10Q: 3 clusters Score -1186713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -1186769.500000 Penalty: 909.492676
	Iteration 11Q: 3 clusters Score -1186770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -1186790.375000 Penalty: 909.492676
	Iteration 12Q: 3 clusters Score -1186790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -1186799.250000 Penalty: 909.492676
	Iteration 13Q: 3 clusters Score -1186799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -1186806.000000 Penalty: 909.492676
	Iteration 14Q: 3 clusters Score -1186806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -1186818.875000 Penalty: 909.492676
	Iteration 15Q: 3 clusters Score -1186819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -1186824.375000 Penalty: 909.492676
	Iteration 16Q: 3 clusters Score -1186824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -1186823.500000 Penalty: 909.492676
	Iteration 17Q: 3 clusters Score -1186824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -1186823.500000 Penalty: 909.492676
	Iteration 18F: 3 clusters Score -1186824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -78699.812500 Penalty: 332.079254
	Iteration 0F: 2 clusters Score -78699.81 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 745 members 
Entering Unmasked Estep 
Score: -77584.898438 Penalty: 664.158508
	Iteration 0F: 3 clusters Score -77584.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -77906.460938 Penalty: 664.158508
	Iteration 1F: 3 clusters Score -77906.46 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -77957.835938 Penalty: 664.158508
	Iteration 2F: 3 clusters Score -77957.84 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -77993.648438 Penalty: 664.158508
	Iteration 3F: 3 clusters Score -77993.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -78027.765625 Penalty: 664.158508
	Iteration 4Q: 3 clusters Score -78027.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -78062.773438 Penalty: 664.158508
	Iteration 5Q: 3 clusters Score -78062.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -78102.085938 Penalty: 664.158508
	Iteration 6Q: 3 clusters Score -78102.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -78127.117188 Penalty: 664.158508
	Iteration 7Q: 3 clusters Score -78127.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -78147.992188 Penalty: 664.158508
	Iteration 8Q: 3 clusters Score -78147.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -78166.617188 Penalty: 664.158508
	Iteration 9Q: 3 clusters Score -78166.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -78185.429688 Penalty: 664.158508
	Iteration 10Q: 3 clusters Score -78185.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -78204.468750 Penalty: 664.158508
	Iteration 11Q: 3 clusters Score -78204.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -78220.695312 Penalty: 664.158508
	Iteration 12Q: 3 clusters Score -78220.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -78239.359375 Penalty: 664.158508
	Iteration 13Q: 3 clusters Score -78239.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -78248.914062 Penalty: 664.158508
	Iteration 14Q: 3 clusters Score -78248.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -78259.898438 Penalty: 664.158508
	Iteration 15Q: 3 clusters Score -78259.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -78275.945312 Penalty: 664.158508
	Iteration 16Q: 3 clusters Score -78275.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -78288.343750 Penalty: 664.158508
	Iteration 17Q: 3 clusters Score -78288.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -78297.265625 Penalty: 664.158508
	Iteration 18Q: 3 clusters Score -78297.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -78304.617188 Penalty: 664.158508
	Iteration 19Q: 3 clusters Score -78304.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -78310.640625 Penalty: 664.158508
	Iteration 20F: 3 clusters Score -78310.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -78314.171875 Penalty: 664.158508
	Iteration 21Q: 3 clusters Score -78314.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -78316.273438 Penalty: 664.158508
	Iteration 22Q: 3 clusters Score -78316.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -78319.375000 Penalty: 664.158508
	Iteration 23Q: 3 clusters Score -78319.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -78321.117188 Penalty: 664.158508
	Iteration 24Q: 3 clusters Score -78321.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -78324.531250 Penalty: 664.158508
	Iteration 25Q: 3 clusters Score -78324.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -78330.109375 Penalty: 664.158508
	Iteration 26Q: 3 clusters Score -78330.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -78342.515625 Penalty: 664.158508
	Iteration 27Q: 3 clusters Score -78342.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -78349.734375 Penalty: 664.158508
	Iteration 28Q: 3 clusters Score -78349.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -78355.007812 Penalty: 664.158508
	Iteration 29Q: 3 clusters Score -78355.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -78359.632812 Penalty: 664.158508
	Iteration 30Q: 3 clusters Score -78359.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -78365.343750 Penalty: 664.158508
	Iteration 31Q: 3 clusters Score -78365.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -78369.343750 Penalty: 664.158508
	Iteration 32Q: 3 clusters Score -78369.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -78370.750000 Penalty: 664.158508
	Iteration 33Q: 3 clusters Score -78370.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -78371.648438 Penalty: 664.158508
	Iteration 34Q: 3 clusters Score -78371.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -78372.375000 Penalty: 664.158508
	Iteration 35Q: 3 clusters Score -78372.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -78372.726562 Penalty: 664.158508
	Iteration 36Q: 3 clusters Score -78372.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -78373.335938 Penalty: 664.158508
	Iteration 37Q: 3 clusters Score -78373.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -78374.093750 Penalty: 664.158508
	Iteration 38Q: 3 clusters Score -78374.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -78374.093750 Penalty: 664.158508
	Iteration 39F: 3 clusters Score -78374.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (41012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Entering Unmasked Estep 
Score: -2277610.500000 Penalty: 483.283722
	Iteration 0F: 2 clusters Score -2277610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2250209.500000 Penalty: 966.567444
	Iteration 0F: 3 clusters Score -2250210 nChanged 19807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -2263136.250000 Penalty: 966.567444
	Iteration 1F: 3 clusters Score -2263136 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -2264886.250000 Penalty: 966.567444
	Iteration 2F: 3 clusters Score -2264886 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -2267541.250000 Penalty: 966.567444
	Iteration 3F: 3 clusters Score -2267541 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -2270698.500000 Penalty: 966.567444
	Iteration 4F: 3 clusters Score -2270698 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -2273284.500000 Penalty: 966.567444
	Iteration 5F: 3 clusters Score -2273284 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -2274876.750000 Penalty: 966.567444
	Iteration 6Q: 3 clusters Score -2274877 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -2275785.250000 Penalty: 966.567444
	Iteration 7Q: 3 clusters Score -2275785 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -2276327.000000 Penalty: 966.567444
	Iteration 8Q: 3 clusters Score -2276327 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -2276707.500000 Penalty: 966.567444
	Iteration 9Q: 3 clusters Score -2276708 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -2276921.250000 Penalty: 966.567444
	Iteration 10Q: 3 clusters Score -2276921 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -2277038.250000 Penalty: 966.567444
	Iteration 11Q: 3 clusters Score -2277038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -2277108.750000 Penalty: 966.567444
	Iteration 12Q: 3 clusters Score -2277109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -2277132.500000 Penalty: 966.567444
	Iteration 13Q: 3 clusters Score -2277132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -2277145.750000 Penalty: 966.567444
	Iteration 14Q: 3 clusters Score -2277146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -2277154.750000 Penalty: 966.567444
	Iteration 15Q: 3 clusters Score -2277155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -2277158.750000 Penalty: 966.567444
	Iteration 16Q: 3 clusters Score -2277159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -2277159.750000 Penalty: 966.567444
	Iteration 17Q: 3 clusters Score -2277160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -2277159.750000 Penalty: 966.567444
	Iteration 18F: 3 clusters Score -2277160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 68531 members 
Mstep: Class 3 contains 76781 members 
Mstep: Class 4 contains 1398 members 
Mstep: Class 5 contains 47152 members 
Mstep: Class 6 contains 52486 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 159688 members 
Mstep: Class 9 contains 76973 members 
Mstep: Class 10 contains 5466 members 
Mstep: Class 11 contains 14624 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 90056 members 
Mstep: Class 15 contains 12718 members 
Mstep: Class 16 contains 73979 members 
Mstep: Class 17 contains 58421 members 
Mstep: Class 18 contains 16358 members 
Mstep: Class 19 contains 95667 members 
Mstep: Class 20 contains 15375 members 
Mstep: Class 21 contains 3426 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 35034 members 
Mstep: Class 24 contains 12549 members 
Mstep: Class 25 contains 2000 members 
Mstep: Class 26 contains 31340 members 
Mstep: Class 27 contains 140325 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 6829 members 
Mstep: Class 30 contains 10110 members 
Mstep: Class 31 contains 74064 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21052 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2464 members 
Mstep: Class 36 contains 90400 members 
Mstep: Class 37 contains 8307 members 
Mstep: Class 38 contains 34949 members 
Mstep: Class 39 contains 6750 members 
Mstep: Class 40 contains 3059 members 
Mstep: Class 41 contains 81174 members 
Mstep: Class 42 contains 69759 members 
Mstep: Class 43 contains 21904 members 
Mstep: Class 44 contains 1478 members 
Mstep: Class 45 contains 41012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425824.000000 Penalty: 30063.429688
Iteration 199Q: 47 clusters Score -8.742582e+07 nChanged 15523
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 68787 members 
Mstep: Class 3 contains 76255 members 
Mstep: Class 4 contains 1394 members 
Mstep: Class 5 contains 47125 members 
Mstep: Class 6 contains 53138 members 
Mstep: Class 7 contains 4686 members 
Mstep: Class 8 contains 159934 members 
Mstep: Class 9 contains 77025 members 
Mstep: Class 10 contains 5471 members 
Mstep: Class 11 contains 14641 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 10569 members 
Mstep: Class 14 contains 90340 members 
Mstep: Class 15 contains 12752 members 
Mstep: Class 16 contains 73706 members 
Mstep: Class 17 contains 58075 members 
Mstep: Class 18 contains 16320 members 
Mstep: Class 19 contains 94921 members 
Mstep: Class 20 contains 15425 members 
Mstep: Class 21 contains 3319 members 
Mstep: Class 22 contains 2750 members 
Mstep: Class 23 contains 35257 members 
Mstep: Class 24 contains 12633 members 
Mstep: Class 25 contains 2003 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 140630 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 6850 members 
Mstep: Class 30 contains 10076 members 
Mstep: Class 31 contains 74016 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21066 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2473 members 
Mstep: Class 36 contains 90679 members 
Mstep: Class 37 contains 8300 members 
Mstep: Class 38 contains 34559 members 
Mstep: Class 39 contains 6739 members 
Mstep: Class 40 contains 3051 members 
Mstep: Class 41 contains 82422 members 
Mstep: Class 42 contains 72250 members 
Mstep: Class 43 contains 21299 members 
Mstep: Class 44 contains 1482 members 
Mstep: Class 45 contains 41425 members 
Mstep: Class 46 contains 80895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428656.000000 Penalty: 30063.429688
Iteration 200F: 47 clusters Score -8.742866e+07 nChanged 15820
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 69043 members 
Mstep: Class 3 contains 75749 members 
Mstep: Class 4 contains 1375 members 
Mstep: Class 5 contains 47108 members 
Mstep: Class 6 contains 53740 members 
Mstep: Class 7 contains 4683 members 
Mstep: Class 8 contains 159593 members 
Mstep: Class 9 contains 76157 members 
Mstep: Class 10 contains 5476 members 
Mstep: Class 11 contains 14646 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 10651 members 
Mstep: Class 14 contains 90318 members 
Mstep: Class 15 contains 12780 members 
Mstep: Class 16 contains 73433 members 
Mstep: Class 17 contains 56924 members 
Mstep: Class 18 contains 16269 members 
Mstep: Class 19 contains 94045 members 
Mstep: Class 20 contains 15447 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 2751 members 
Mstep: Class 23 contains 35456 members 
Mstep: Class 24 contains 12653 members 
Mstep: Class 25 contains 2005 members 
Mstep: Class 26 contains 31879 members 
Mstep: Class 27 contains 140324 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 6883 members 
Mstep: Class 30 contains 10027 members 
Mstep: Class 31 contains 73919 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21086 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2485 members 
Mstep: Class 36 contains 90869 members 
Mstep: Class 37 contains 8296 members 
Mstep: Class 38 contains 34167 members 
Mstep: Class 39 contains 6731 members 
Mstep: Class 40 contains 3046 members 
Mstep: Class 41 contains 83569 members 
Mstep: Class 42 contains 73789 members 
Mstep: Class 43 contains 20756 members 
Mstep: Class 44 contains 1481 members 
Mstep: Class 45 contains 41771 members 
Mstep: Class 46 contains 81922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430200.000000 Penalty: 30063.429688
Iteration 201Q: 47 clusters Score -8.74302e+07 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 60895 members 
Mstep: Class 2 contains 69253 members 
Mstep: Class 3 contains 75436 members 
Mstep: Class 4 contains 1370 members 
Mstep: Class 5 contains 47100 members 
Mstep: Class 6 contains 54228 members 
Mstep: Class 7 contains 4673 members 
Mstep: Class 8 contains 159359 members 
Mstep: Class 9 contains 75517 members 
Mstep: Class 10 contains 5477 members 
Mstep: Class 11 contains 14652 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10733 members 
Mstep: Class 14 contains 90219 members 
Mstep: Class 15 contains 12805 members 
Mstep: Class 16 contains 73181 members 
Mstep: Class 17 contains 55227 members 
Mstep: Class 18 contains 16197 members 
Mstep: Class 19 contains 93234 members 
Mstep: Class 20 contains 15469 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 2753 members 
Mstep: Class 23 contains 35575 members 
Mstep: Class 24 contains 12682 members 
Mstep: Class 25 contains 2004 members 
Mstep: Class 26 contains 32137 members 
Mstep: Class 27 contains 140131 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 6902 members 
Mstep: Class 30 contains 9986 members 
Mstep: Class 31 contains 73802 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 21095 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2494 members 
Mstep: Class 36 contains 90954 members 
Mstep: Class 37 contains 8288 members 
Mstep: Class 38 contains 33803 members 
Mstep: Class 39 contains 6729 members 
Mstep: Class 40 contains 3044 members 
Mstep: Class 41 contains 84605 members 
Mstep: Class 42 contains 75216 members 
Mstep: Class 43 contains 20289 members 
Mstep: Class 44 contains 1487 members 
Mstep: Class 45 contains 42108 members 
Mstep: Class 46 contains 83375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430832.000000 Penalty: 30063.429688
Iteration 202Q: 47 clusters Score -8.743083e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 69449 members 
Mstep: Class 3 contains 75267 members 
Mstep: Class 4 contains 1359 members 
Mstep: Class 5 contains 47078 members 
Mstep: Class 6 contains 54674 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 8 contains 159165 members 
Mstep: Class 9 contains 74981 members 
Mstep: Class 10 contains 5479 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10792 members 
Mstep: Class 14 contains 90069 members 
Mstep: Class 15 contains 12823 members 
Mstep: Class 16 contains 72905 members 
Mstep: Class 17 contains 53040 members 
Mstep: Class 18 contains 16126 members 
Mstep: Class 19 contains 92423 members 
Mstep: Class 20 contains 15490 members 
Mstep: Class 21 contains 2972 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 35696 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 1998 members 
Mstep: Class 26 contains 32366 members 
Mstep: Class 27 contains 139957 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6920 members 
Mstep: Class 30 contains 9934 members 
Mstep: Class 31 contains 73725 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 21109 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2502 members 
Mstep: Class 36 contains 90957 members 
Mstep: Class 37 contains 8282 members 
Mstep: Class 38 contains 33466 members 
Mstep: Class 39 contains 6731 members 
Mstep: Class 40 contains 3044 members 
Mstep: Class 41 contains 85669 members 
Mstep: Class 42 contains 76634 members 
Mstep: Class 43 contains 19846 members 
Mstep: Class 44 contains 1495 members 
Mstep: Class 45 contains 42384 members 
Mstep: Class 46 contains 85349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430872.000000 Penalty: 30063.429688
Iteration 203Q: 47 clusters Score -8.743087e+07 nChanged 14080
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 69633 members 
Mstep: Class 3 contains 75199 members 
Mstep: Class 4 contains 1348 members 
Mstep: Class 5 contains 47060 members 
Mstep: Class 6 contains 55111 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 159006 members 
Mstep: Class 9 contains 74473 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 89920 members 
Mstep: Class 15 contains 12840 members 
Mstep: Class 16 contains 72649 members 
Mstep: Class 17 contains 50465 members 
Mstep: Class 18 contains 16032 members 
Mstep: Class 19 contains 91706 members 
Mstep: Class 20 contains 15507 members 
Mstep: Class 21 contains 2852 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 35798 members 
Mstep: Class 24 contains 12715 members 
Mstep: Class 25 contains 1993 members 
Mstep: Class 26 contains 32596 members 
Mstep: Class 27 contains 139841 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6932 members 
Mstep: Class 30 contains 9886 members 
Mstep: Class 31 contains 73660 members 
Mstep: Class 32 contains 981 members 
Mstep: Class 33 contains 21119 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2515 members 
Mstep: Class 36 contains 90898 members 
Mstep: Class 37 contains 8277 members 
Mstep: Class 38 contains 33115 members 
Mstep: Class 39 contains 6733 members 
Mstep: Class 40 contains 3046 members 
Mstep: Class 41 contains 86617 members 
Mstep: Class 42 contains 77880 members 
Mstep: Class 43 contains 19446 members 
Mstep: Class 44 contains 1501 members 
Mstep: Class 45 contains 42685 members 
Mstep: Class 46 contains 87745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431512.000000 Penalty: 30063.429688
Iteration 204Q: 47 clusters Score -8.743151e+07 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 69832 members 
Mstep: Class 3 contains 75172 members 
Mstep: Class 4 contains 1341 members 
Mstep: Class 5 contains 47051 members 
Mstep: Class 6 contains 55517 members 
Mstep: Class 7 contains 4625 members 
Mstep: Class 8 contains 158870 members 
Mstep: Class 9 contains 74093 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 14672 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10949 members 
Mstep: Class 14 contains 89748 members 
Mstep: Class 15 contains 12859 members 
Mstep: Class 16 contains 72402 members 
Mstep: Class 17 contains 47593 members 
Mstep: Class 18 contains 15956 members 
Mstep: Class 19 contains 91029 members 
Mstep: Class 20 contains 15520 members 
Mstep: Class 21 contains 2740 members 
Mstep: Class 22 contains 2764 members 
Mstep: Class 23 contains 35875 members 
Mstep: Class 24 contains 12718 members 
Mstep: Class 25 contains 1989 members 
Mstep: Class 26 contains 32842 members 
Mstep: Class 27 contains 139797 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6954 members 
Mstep: Class 30 contains 9846 members 
Mstep: Class 31 contains 73604 members 
Mstep: Class 32 contains 983 members 
Mstep: Class 33 contains 21140 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2523 members 
Mstep: Class 36 contains 90797 members 
Mstep: Class 37 contains 8275 members 
Mstep: Class 38 contains 32807 members 
Mstep: Class 39 contains 6730 members 
Mstep: Class 40 contains 3047 members 
Mstep: Class 41 contains 87398 members 
Mstep: Class 42 contains 79052 members 
Mstep: Class 43 contains 19067 members 
Mstep: Class 44 contains 1506 members 
Mstep: Class 45 contains 42993 members 
Mstep: Class 46 contains 90405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430728.000000 Penalty: 30063.429688
Iteration 205Q: 47 clusters Score -8.743073e+07 nChanged 13922
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 70041 members 
Mstep: Class 3 contains 75137 members 
Mstep: Class 4 contains 1342 members 
Mstep: Class 5 contains 47037 members 
Mstep: Class 6 contains 55894 members 
Mstep: Class 7 contains 4604 members 
Mstep: Class 8 contains 158734 members 
Mstep: Class 9 contains 73826 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 14685 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10991 members 
Mstep: Class 14 contains 89565 members 
Mstep: Class 15 contains 12876 members 
Mstep: Class 16 contains 72181 members 
Mstep: Class 17 contains 44554 members 
Mstep: Class 18 contains 15867 members 
Mstep: Class 19 contains 90388 members 
Mstep: Class 20 contains 15523 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 22 contains 2764 members 
Mstep: Class 23 contains 35944 members 
Mstep: Class 24 contains 12722 members 
Mstep: Class 25 contains 1988 members 
Mstep: Class 26 contains 33083 members 
Mstep: Class 27 contains 139787 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 6967 members 
Mstep: Class 30 contains 9803 members 
Mstep: Class 31 contains 73545 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 21158 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 90639 members 
Mstep: Class 37 contains 8270 members 
Mstep: Class 38 contains 32498 members 
Mstep: Class 39 contains 6720 members 
Mstep: Class 40 contains 3046 members 
Mstep: Class 41 contains 88105 members 
Mstep: Class 42 contains 79991 members 
Mstep: Class 43 contains 18779 members 
Mstep: Class 44 contains 1518 members 
Mstep: Class 45 contains 43301 members 
Mstep: Class 46 contains 93403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430712.000000 Penalty: 30063.429688
Iteration 206Q: 47 clusters Score -8.743071e+07 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 70217 members 
Mstep: Class 3 contains 75207 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 47029 members 
Mstep: Class 6 contains 56248 members 
Mstep: Class 7 contains 4591 members 
Mstep: Class 8 contains 158595 members 
Mstep: Class 9 contains 73636 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 14700 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11018 members 
Mstep: Class 14 contains 89348 members 
Mstep: Class 15 contains 12907 members 
Mstep: Class 16 contains 71964 members 
Mstep: Class 17 contains 41364 members 
Mstep: Class 18 contains 15763 members 
Mstep: Class 19 contains 89802 members 
Mstep: Class 20 contains 15509 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 2764 members 
Mstep: Class 23 contains 36015 members 
Mstep: Class 24 contains 12711 members 
Mstep: Class 25 contains 1987 members 
Mstep: Class 26 contains 33311 members 
Mstep: Class 27 contains 139729 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 6991 members 
Mstep: Class 30 contains 9770 members 
Mstep: Class 31 contains 73492 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21174 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2535 members 
Mstep: Class 36 contains 90458 members 
Mstep: Class 37 contains 8266 members 
Mstep: Class 38 contains 32202 members 
Mstep: Class 39 contains 6706 members 
Mstep: Class 40 contains 3037 members 
Mstep: Class 41 contains 88787 members 
Mstep: Class 42 contains 80516 members 
Mstep: Class 43 contains 18613 members 
Mstep: Class 44 contains 1532 members 
Mstep: Class 45 contains 43589 members 
Mstep: Class 46 contains 96805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430520.000000 Penalty: 30063.429688
Iteration 207Q: 47 clusters Score -8.743052e+07 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 70393 members 
Mstep: Class 3 contains 75211 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 47026 members 
Mstep: Class 6 contains 56586 members 
Mstep: Class 7 contains 4578 members 
Mstep: Class 8 contains 158483 members 
Mstep: Class 9 contains 73627 members 
Mstep: Class 10 contains 5498 members 
Mstep: Class 11 contains 14713 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11002 members 
Mstep: Class 14 contains 89136 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 71687 members 
Mstep: Class 17 contains 38348 members 
Mstep: Class 18 contains 15641 members 
Mstep: Class 19 contains 89131 members 
Mstep: Class 20 contains 15476 members 
Mstep: Class 21 contains 2485 members 
Mstep: Class 22 contains 2764 members 
Mstep: Class 23 contains 36102 members 
Mstep: Class 24 contains 12694 members 
Mstep: Class 25 contains 1980 members 
Mstep: Class 26 contains 33542 members 
Mstep: Class 27 contains 139727 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 6998 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 73478 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21189 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2537 members 
Mstep: Class 36 contains 90253 members 
Mstep: Class 37 contains 8262 members 
Mstep: Class 38 contains 31952 members 
Mstep: Class 39 contains 6702 members 
Mstep: Class 40 contains 3038 members 
Mstep: Class 41 contains 89438 members 
Mstep: Class 42 contains 80636 members 
Mstep: Class 43 contains 18499 members 
Mstep: Class 44 contains 1542 members 
Mstep: Class 45 contains 43887 members 
Mstep: Class 46 contains 100388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430832.000000 Penalty: 30063.429688
Iteration 208Q: 47 clusters Score -8.743083e+07 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 70653 members 
Mstep: Class 3 contains 75165 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 47022 members 
Mstep: Class 6 contains 56936 members 
Mstep: Class 7 contains 4574 members 
Mstep: Class 8 contains 158381 members 
Mstep: Class 9 contains 73698 members 
Mstep: Class 10 contains 5494 members 
Mstep: Class 11 contains 14737 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10970 members 
Mstep: Class 14 contains 88866 members 
Mstep: Class 15 contains 12997 members 
Mstep: Class 16 contains 71393 members 
Mstep: Class 17 contains 35518 members 
Mstep: Class 18 contains 15531 members 
Mstep: Class 19 contains 88421 members 
Mstep: Class 20 contains 15427 members 
Mstep: Class 21 contains 2390 members 
Mstep: Class 22 contains 2764 members 
Mstep: Class 23 contains 36185 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 1972 members 
Mstep: Class 26 contains 33787 members 
Mstep: Class 27 contains 139810 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7008 members 
Mstep: Class 30 contains 9674 members 
Mstep: Class 31 contains 73445 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 21201 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2541 members 
Mstep: Class 36 contains 90018 members 
Mstep: Class 37 contains 8256 members 
Mstep: Class 38 contains 31690 members 
Mstep: Class 39 contains 6696 members 
Mstep: Class 40 contains 3033 members 
Mstep: Class 41 contains 90046 members 
Mstep: Class 42 contains 80406 members 
Mstep: Class 43 contains 18417 members 
Mstep: Class 44 contains 1559 members 
Mstep: Class 45 contains 44185 members 
Mstep: Class 46 contains 104116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430480.000000 Penalty: 30063.429688
Iteration 209Q: 47 clusters Score -8.743048e+07 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 70938 members 
Mstep: Class 3 contains 75144 members 
Mstep: Class 4 contains 1364 members 
Mstep: Class 5 contains 47023 members 
Mstep: Class 6 contains 57278 members 
Mstep: Class 7 contains 4573 members 
Mstep: Class 8 contains 158312 members 
Mstep: Class 9 contains 73847 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 14759 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10892 members 
Mstep: Class 14 contains 88572 members 
Mstep: Class 15 contains 13062 members 
Mstep: Class 16 contains 71123 members 
Mstep: Class 17 contains 32962 members 
Mstep: Class 18 contains 15440 members 
Mstep: Class 19 contains 87767 members 
Mstep: Class 20 contains 15364 members 
Mstep: Class 21 contains 2287 members 
Mstep: Class 22 contains 2764 members 
Mstep: Class 23 contains 36290 members 
Mstep: Class 24 contains 12627 members 
Mstep: Class 25 contains 1969 members 
Mstep: Class 26 contains 34026 members 
Mstep: Class 27 contains 139879 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7017 members 
Mstep: Class 30 contains 9631 members 
Mstep: Class 31 contains 73407 members 
Mstep: Class 32 contains 981 members 
Mstep: Class 33 contains 21215 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2542 members 
Mstep: Class 36 contains 89782 members 
Mstep: Class 37 contains 8252 members 
Mstep: Class 38 contains 31416 members 
Mstep: Class 39 contains 6686 members 
Mstep: Class 40 contains 3030 members 
Mstep: Class 41 contains 90591 members 
Mstep: Class 42 contains 79787 members 
Mstep: Class 43 contains 18383 members 
Mstep: Class 44 contains 1571 members 
Mstep: Class 45 contains 44500 members 
Mstep: Class 46 contains 107826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430304.000000 Penalty: 30063.429688
Iteration 210Q: 47 clusters Score -8.74303e+07 nChanged 13437
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 71231 members 
Mstep: Class 3 contains 75060 members 
Mstep: Class 4 contains 1366 members 
Mstep: Class 5 contains 47025 members 
Mstep: Class 6 contains 57613 members 
Mstep: Class 7 contains 4575 members 
Mstep: Class 8 contains 158181 members 
Mstep: Class 9 contains 74073 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 14791 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10803 members 
Mstep: Class 14 contains 88242 members 
Mstep: Class 15 contains 13104 members 
Mstep: Class 16 contains 70832 members 
Mstep: Class 17 contains 30600 members 
Mstep: Class 18 contains 15344 members 
Mstep: Class 19 contains 87190 members 
Mstep: Class 20 contains 15284 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 36409 members 
Mstep: Class 24 contains 12563 members 
Mstep: Class 25 contains 1969 members 
Mstep: Class 26 contains 34270 members 
Mstep: Class 27 contains 139975 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7020 members 
Mstep: Class 30 contains 9583 members 
Mstep: Class 31 contains 73347 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 21226 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2542 members 
Mstep: Class 36 contains 89562 members 
Mstep: Class 37 contains 8249 members 
Mstep: Class 38 contains 31143 members 
Mstep: Class 39 contains 6691 members 
Mstep: Class 40 contains 3030 members 
Mstep: Class 41 contains 91074 members 
Mstep: Class 42 contains 78982 members 
Mstep: Class 43 contains 18342 members 
Mstep: Class 44 contains 1597 members 
Mstep: Class 45 contains 44846 members 
Mstep: Class 46 contains 111599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430216.000000 Penalty: 30063.429688
Iteration 211Q: 47 clusters Score -8.743022e+07 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 71520 members 
Mstep: Class 3 contains 74955 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 47023 members 
Mstep: Class 6 contains 57978 members 
Mstep: Class 7 contains 4571 members 
Mstep: Class 8 contains 157998 members 
Mstep: Class 9 contains 74402 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 14828 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10664 members 
Mstep: Class 14 contains 87905 members 
Mstep: Class 15 contains 13139 members 
Mstep: Class 16 contains 70516 members 
Mstep: Class 17 contains 28443 members 
Mstep: Class 18 contains 15276 members 
Mstep: Class 19 contains 86637 members 
Mstep: Class 20 contains 15186 members 
Mstep: Class 21 contains 2107 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 36530 members 
Mstep: Class 24 contains 12505 members 
Mstep: Class 25 contains 1968 members 
Mstep: Class 26 contains 34521 members 
Mstep: Class 27 contains 140096 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 7038 members 
Mstep: Class 30 contains 9535 members 
Mstep: Class 31 contains 73315 members 
Mstep: Class 32 contains 979 members 
Mstep: Class 33 contains 21241 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2542 members 
Mstep: Class 36 contains 89315 members 
Mstep: Class 37 contains 8245 members 
Mstep: Class 38 contains 30854 members 
Mstep: Class 39 contains 6693 members 
Mstep: Class 40 contains 3020 members 
Mstep: Class 41 contains 91528 members 
Mstep: Class 42 contains 77996 members 
Mstep: Class 43 contains 18308 members 
Mstep: Class 44 contains 1619 members 
Mstep: Class 45 contains 45149 members 
Mstep: Class 46 contains 115357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430864.000000 Penalty: 30063.429688
Iteration 212Q: 47 clusters Score -8.743086e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 71787 members 
Mstep: Class 3 contains 74834 members 
Mstep: Class 4 contains 1350 members 
Mstep: Class 5 contains 47006 members 
Mstep: Class 6 contains 58342 members 
Mstep: Class 7 contains 4570 members 
Mstep: Class 8 contains 157884 members 
Mstep: Class 9 contains 74786 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 14846 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 87557 members 
Mstep: Class 15 contains 13175 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 26470 members 
Mstep: Class 18 contains 15237 members 
Mstep: Class 19 contains 86195 members 
Mstep: Class 20 contains 15087 members 
Mstep: Class 21 contains 2015 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 36636 members 
Mstep: Class 24 contains 12454 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 34774 members 
Mstep: Class 27 contains 140299 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 7056 members 
Mstep: Class 30 contains 9500 members 
Mstep: Class 31 contains 73242 members 
Mstep: Class 32 contains 980 members 
Mstep: Class 33 contains 21260 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2545 members 
Mstep: Class 36 contains 89095 members 
Mstep: Class 37 contains 8244 members 
Mstep: Class 38 contains 30610 members 
Mstep: Class 39 contains 6696 members 
Mstep: Class 40 contains 3011 members 
Mstep: Class 41 contains 91855 members 
Mstep: Class 42 contains 76817 members 
Mstep: Class 43 contains 18269 members 
Mstep: Class 44 contains 1644 members 
Mstep: Class 45 contains 45498 members 
Mstep: Class 46 contains 118954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430544.000000 Penalty: 30063.429688
Iteration 213Q: 47 clusters Score -8.743054e+07 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 72032 members 
Mstep: Class 3 contains 74718 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 46995 members 
Mstep: Class 6 contains 58693 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 157772 members 
Mstep: Class 9 contains 75251 members 
Mstep: Class 10 contains 5500 members 
Mstep: Class 11 contains 14859 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10344 members 
Mstep: Class 14 contains 87260 members 
Mstep: Class 15 contains 13215 members 
Mstep: Class 16 contains 69875 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 15210 members 
Mstep: Class 19 contains 85820 members 
Mstep: Class 20 contains 15004 members 
Mstep: Class 21 contains 1933 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 36718 members 
Mstep: Class 24 contains 12402 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 35033 members 
Mstep: Class 27 contains 140488 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 7075 members 
Mstep: Class 30 contains 9481 members 
Mstep: Class 31 contains 73139 members 
Mstep: Class 32 contains 979 members 
Mstep: Class 33 contains 21279 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2548 members 
Mstep: Class 36 contains 88903 members 
Mstep: Class 37 contains 8243 members 
Mstep: Class 38 contains 30379 members 
Mstep: Class 39 contains 6710 members 
Mstep: Class 40 contains 2998 members 
Mstep: Class 41 contains 92168 members 
Mstep: Class 42 contains 75351 members 
Mstep: Class 43 contains 18229 members 
Mstep: Class 44 contains 1666 members 
Mstep: Class 45 contains 45880 members 
Mstep: Class 46 contains 122297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430128.000000 Penalty: 30063.429688
Iteration 214Q: 47 clusters Score -8.743013e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 72322 members 
Mstep: Class 3 contains 74559 members 
Mstep: Class 4 contains 1339 members 
Mstep: Class 5 contains 46993 members 
Mstep: Class 6 contains 59029 members 
Mstep: Class 7 contains 4562 members 
Mstep: Class 8 contains 157679 members 
Mstep: Class 9 contains 75756 members 
Mstep: Class 10 contains 5499 members 
Mstep: Class 11 contains 14867 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10187 members 
Mstep: Class 14 contains 86985 members 
Mstep: Class 15 contains 13238 members 
Mstep: Class 16 contains 69510 members 
Mstep: Class 17 contains 23343 members 
Mstep: Class 18 contains 15177 members 
Mstep: Class 19 contains 85439 members 
Mstep: Class 20 contains 14899 members 
Mstep: Class 21 contains 1845 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 36812 members 
Mstep: Class 24 contains 12356 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 35315 members 
Mstep: Class 27 contains 140690 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7092 members 
Mstep: Class 30 contains 9442 members 
Mstep: Class 31 contains 73040 members 
Mstep: Class 32 contains 981 members 
Mstep: Class 33 contains 21297 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2551 members 
Mstep: Class 36 contains 88768 members 
Mstep: Class 37 contains 8242 members 
Mstep: Class 38 contains 30166 members 
Mstep: Class 39 contains 6724 members 
Mstep: Class 40 contains 2987 members 
Mstep: Class 41 contains 92424 members 
Mstep: Class 42 contains 73742 members 
Mstep: Class 43 contains 18194 members 
Mstep: Class 44 contains 1690 members 
Mstep: Class 45 contains 46307 members 
Mstep: Class 46 contains 125367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430040.000000 Penalty: 30063.429688
Iteration 215Q: 47 clusters Score -8.743004e+07 nChanged 12656
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 72587 members 
Mstep: Class 3 contains 74435 members 
Mstep: Class 4 contains 1337 members 
Mstep: Class 5 contains 46984 members 
Mstep: Class 6 contains 59344 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 157681 members 
Mstep: Class 9 contains 76298 members 
Mstep: Class 10 contains 5503 members 
Mstep: Class 11 contains 14873 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10053 members 
Mstep: Class 14 contains 86777 members 
Mstep: Class 15 contains 13248 members 
Mstep: Class 16 contains 69168 members 
Mstep: Class 17 contains 22151 members 
Mstep: Class 18 contains 15131 members 
Mstep: Class 19 contains 85007 members 
Mstep: Class 20 contains 14787 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 36918 members 
Mstep: Class 24 contains 12312 members 
Mstep: Class 25 contains 1963 members 
Mstep: Class 26 contains 35616 members 
Mstep: Class 27 contains 140906 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 9385 members 
Mstep: Class 31 contains 72923 members 
Mstep: Class 32 contains 985 members 
Mstep: Class 33 contains 21314 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2551 members 
Mstep: Class 36 contains 88639 members 
Mstep: Class 37 contains 8242 members 
Mstep: Class 38 contains 29942 members 
Mstep: Class 39 contains 6731 members 
Mstep: Class 40 contains 2972 members 
Mstep: Class 41 contains 92820 members 
Mstep: Class 42 contains 71830 members 
Mstep: Class 43 contains 18141 members 
Mstep: Class 44 contains 1720 members 
Mstep: Class 45 contains 46704 members 
Mstep: Class 46 contains 128238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430400.000000 Penalty: 30063.429688
Iteration 216Q: 47 clusters Score -8.74304e+07 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 72817 members 
Mstep: Class 3 contains 74356 members 
Mstep: Class 4 contains 1328 members 
Mstep: Class 5 contains 46974 members 
Mstep: Class 6 contains 59668 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 157658 members 
Mstep: Class 9 contains 76909 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 14878 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9943 members 
Mstep: Class 14 contains 86620 members 
Mstep: Class 15 contains 13255 members 
Mstep: Class 16 contains 68890 members 
Mstep: Class 17 contains 21233 members 
Mstep: Class 18 contains 15106 members 
Mstep: Class 19 contains 84626 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 21 contains 1662 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 37036 members 
Mstep: Class 24 contains 12264 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 35933 members 
Mstep: Class 27 contains 141092 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7129 members 
Mstep: Class 30 contains 9335 members 
Mstep: Class 31 contains 72785 members 
Mstep: Class 32 contains 991 members 
Mstep: Class 33 contains 21332 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2553 members 
Mstep: Class 36 contains 88505 members 
Mstep: Class 37 contains 8242 members 
Mstep: Class 38 contains 29696 members 
Mstep: Class 39 contains 6734 members 
Mstep: Class 40 contains 2959 members 
Mstep: Class 41 contains 93208 members 
Mstep: Class 42 contains 69758 members 
Mstep: Class 43 contains 18104 members 
Mstep: Class 44 contains 1756 members 
Mstep: Class 45 contains 47064 members 
Mstep: Class 46 contains 130768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429384.000000 Penalty: 30063.429688
Iteration 217Q: 47 clusters Score -8.742938e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 73075 members 
Mstep: Class 3 contains 74294 members 
Mstep: Class 4 contains 1322 members 
Mstep: Class 5 contains 46978 members 
Mstep: Class 6 contains 59987 members 
Mstep: Class 7 contains 4562 members 
Mstep: Class 8 contains 157671 members 
Mstep: Class 9 contains 77536 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 14884 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9835 members 
Mstep: Class 14 contains 86491 members 
Mstep: Class 15 contains 13259 members 
Mstep: Class 16 contains 68568 members 
Mstep: Class 17 contains 20545 members 
Mstep: Class 18 contains 15092 members 
Mstep: Class 19 contains 84277 members 
Mstep: Class 20 contains 14582 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 37137 members 
Mstep: Class 24 contains 12250 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 36240 members 
Mstep: Class 27 contains 141296 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7134 members 
Mstep: Class 30 contains 9265 members 
Mstep: Class 31 contains 72664 members 
Mstep: Class 32 contains 996 members 
Mstep: Class 33 contains 21349 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2553 members 
Mstep: Class 36 contains 88369 members 
Mstep: Class 37 contains 8242 members 
Mstep: Class 38 contains 29433 members 
Mstep: Class 39 contains 6729 members 
Mstep: Class 40 contains 2949 members 
Mstep: Class 41 contains 93532 members 
Mstep: Class 42 contains 67699 members 
Mstep: Class 43 contains 18076 members 
Mstep: Class 44 contains 1791 members 
Mstep: Class 45 contains 47484 members 
Mstep: Class 46 contains 132903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429232.000000 Penalty: 30063.429688
Iteration 218Q: 47 clusters Score -8.742923e+07 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 73274 members 
Mstep: Class 3 contains 74267 members 
Mstep: Class 4 contains 1312 members 
Mstep: Class 5 contains 46981 members 
Mstep: Class 6 contains 60342 members 
Mstep: Class 7 contains 4570 members 
Mstep: Class 8 contains 157669 members 
Mstep: Class 9 contains 78183 members 
Mstep: Class 10 contains 5510 members 
Mstep: Class 11 contains 14890 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9784 members 
Mstep: Class 14 contains 86408 members 
Mstep: Class 15 contains 13271 members 
Mstep: Class 16 contains 68261 members 
Mstep: Class 17 contains 20074 members 
Mstep: Class 18 contains 15054 members 
Mstep: Class 19 contains 84011 members 
Mstep: Class 20 contains 14468 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 37201 members 
Mstep: Class 24 contains 12262 members 
Mstep: Class 25 contains 1967 members 
Mstep: Class 26 contains 36573 members 
Mstep: Class 27 contains 141475 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7128 members 
Mstep: Class 30 contains 9227 members 
Mstep: Class 31 contains 72455 members 
Mstep: Class 32 contains 998 members 
Mstep: Class 33 contains 21362 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2555 members 
Mstep: Class 36 contains 88259 members 
Mstep: Class 37 contains 8242 members 
Mstep: Class 38 contains 29185 members 
Mstep: Class 39 contains 6722 members 
Mstep: Class 40 contains 2935 members 
Mstep: Class 41 contains 93824 members 
Mstep: Class 42 contains 65708 members 
Mstep: Class 43 contains 18032 members 
Mstep: Class 44 contains 1819 members 
Mstep: Class 45 contains 47961 members 
Mstep: Class 46 contains 134571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428744.000000 Penalty: 30063.429688
Iteration 219Q: 47 clusters Score -8.742874e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 73440 members 
Mstep: Class 3 contains 74250 members 
Mstep: Class 4 contains 1310 members 
Mstep: Class 5 contains 46987 members 
Mstep: Class 6 contains 60745 members 
Mstep: Class 7 contains 4579 members 
Mstep: Class 8 contains 157714 members 
Mstep: Class 9 contains 78820 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 14890 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9747 members 
Mstep: Class 14 contains 86371 members 
Mstep: Class 15 contains 13277 members 
Mstep: Class 16 contains 67960 members 
Mstep: Class 17 contains 19709 members 
Mstep: Class 18 contains 14993 members 
Mstep: Class 19 contains 83757 members 
Mstep: Class 20 contains 14362 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 37277 members 
Mstep: Class 24 contains 12267 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 36922 members 
Mstep: Class 27 contains 141648 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7121 members 
Mstep: Class 30 contains 9198 members 
Mstep: Class 31 contains 72261 members 
Mstep: Class 32 contains 1000 members 
Mstep: Class 33 contains 21388 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2556 members 
Mstep: Class 36 contains 88119 members 
Mstep: Class 37 contains 8242 members 
Mstep: Class 38 contains 28958 members 
Mstep: Class 39 contains 6715 members 
Mstep: Class 40 contains 2923 members 
Mstep: Class 41 contains 94062 members 
Mstep: Class 42 contains 63686 members 
Mstep: Class 43 contains 17984 members 
Mstep: Class 44 contains 1836 members 
Mstep: Class 45 contains 48442 members 
Mstep: Class 46 contains 136060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429128.000000 Penalty: 30063.429688
Iteration 220F: 47 clusters Score -8.742913e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 73600 members 
Mstep: Class 3 contains 74241 members 
Mstep: Class 4 contains 1311 members 
Mstep: Class 5 contains 46988 members 
Mstep: Class 6 contains 61118 members 
Mstep: Class 7 contains 4586 members 
Mstep: Class 8 contains 157760 members 
Mstep: Class 9 contains 79301 members 
Mstep: Class 10 contains 5516 members 
Mstep: Class 11 contains 14889 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9693 members 
Mstep: Class 14 contains 86404 members 
Mstep: Class 15 contains 13286 members 
Mstep: Class 16 contains 67716 members 
Mstep: Class 17 contains 19192 members 
Mstep: Class 18 contains 14933 members 
Mstep: Class 19 contains 83490 members 
Mstep: Class 20 contains 14230 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 37354 members 
Mstep: Class 24 contains 12259 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 37269 members 
Mstep: Class 27 contains 141756 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7124 members 
Mstep: Class 30 contains 9178 members 
Mstep: Class 31 contains 72044 members 
Mstep: Class 32 contains 1002 members 
Mstep: Class 33 contains 21423 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2558 members 
Mstep: Class 36 contains 87916 members 
Mstep: Class 37 contains 8242 members 
Mstep: Class 38 contains 28695 members 
Mstep: Class 39 contains 6716 members 
Mstep: Class 40 contains 2911 members 
Mstep: Class 41 contains 94328 members 
Mstep: Class 42 contains 62154 members 
Mstep: Class 43 contains 17908 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 48867 members 
Mstep: Class 46 contains 137543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430296.000000 Penalty: 30063.429688
Iteration 221Q: 47 clusters Score -8.74303e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 73736 members 
Mstep: Class 3 contains 74229 members 
Mstep: Class 4 contains 1305 members 
Mstep: Class 5 contains 46998 members 
Mstep: Class 6 contains 61556 members 
Mstep: Class 7 contains 4592 members 
Mstep: Class 8 contains 157740 members 
Mstep: Class 9 contains 79633 members 
Mstep: Class 10 contains 5522 members 
Mstep: Class 11 contains 14888 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9632 members 
Mstep: Class 14 contains 86441 members 
Mstep: Class 15 contains 13293 members 
Mstep: Class 16 contains 67414 members 
Mstep: Class 17 contains 18690 members 
Mstep: Class 18 contains 14863 members 
Mstep: Class 19 contains 83251 members 
Mstep: Class 20 contains 14093 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 37443 members 
Mstep: Class 24 contains 12241 members 
Mstep: Class 25 contains 1955 members 
Mstep: Class 26 contains 37590 members 
Mstep: Class 27 contains 141800 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7140 members 
Mstep: Class 30 contains 9172 members 
Mstep: Class 31 contains 71823 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 21458 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2561 members 
Mstep: Class 36 contains 87674 members 
Mstep: Class 37 contains 8242 members 
Mstep: Class 38 contains 28400 members 
Mstep: Class 39 contains 6719 members 
Mstep: Class 40 contains 2895 members 
Mstep: Class 41 contains 94561 members 
Mstep: Class 42 contains 60821 members 
Mstep: Class 43 contains 17838 members 
Mstep: Class 44 contains 1925 members 
Mstep: Class 45 contains 49288 members 
Mstep: Class 46 contains 139235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429880.000000 Penalty: 30063.429688
Iteration 222Q: 47 clusters Score -8.742988e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 73886 members 
Mstep: Class 3 contains 74242 members 
Mstep: Class 4 contains 1301 members 
Mstep: Class 5 contains 47009 members 
Mstep: Class 6 contains 62002 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 157640 members 
Mstep: Class 9 contains 79830 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 14888 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9533 members 
Mstep: Class 14 contains 86454 members 
Mstep: Class 15 contains 13297 members 
Mstep: Class 16 contains 67105 members 
Mstep: Class 17 contains 18212 members 
Mstep: Class 18 contains 14784 members 
Mstep: Class 19 contains 82921 members 
Mstep: Class 20 contains 13913 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 37566 members 
Mstep: Class 24 contains 12171 members 
Mstep: Class 25 contains 1951 members 
Mstep: Class 26 contains 37910 members 
Mstep: Class 27 contains 141743 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7159 members 
Mstep: Class 30 contains 9185 members 
Mstep: Class 31 contains 71614 members 
Mstep: Class 32 contains 1004 members 
Mstep: Class 33 contains 21500 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2562 members 
Mstep: Class 36 contains 87405 members 
Mstep: Class 37 contains 8240 members 
Mstep: Class 38 contains 28101 members 
Mstep: Class 39 contains 6721 members 
Mstep: Class 40 contains 2867 members 
Mstep: Class 41 contains 94801 members 
Mstep: Class 42 contains 59969 members 
Mstep: Class 43 contains 17755 members 
Mstep: Class 44 contains 1981 members 
Mstep: Class 45 contains 49703 members 
Mstep: Class 46 contains 141046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429840.000000 Penalty: 30063.429688
Iteration 223Q: 47 clusters Score -8.742984e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 73996 members 
Mstep: Class 3 contains 74271 members 
Mstep: Class 4 contains 1305 members 
Mstep: Class 5 contains 47011 members 
Mstep: Class 6 contains 62429 members 
Mstep: Class 7 contains 4609 members 
Mstep: Class 8 contains 157459 members 
Mstep: Class 9 contains 79868 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 14893 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9419 members 
Mstep: Class 14 contains 86455 members 
Mstep: Class 15 contains 13313 members 
Mstep: Class 16 contains 66828 members 
Mstep: Class 17 contains 17732 members 
Mstep: Class 18 contains 14708 members 
Mstep: Class 19 contains 82717 members 
Mstep: Class 20 contains 13745 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 37654 members 
Mstep: Class 24 contains 12080 members 
Mstep: Class 25 contains 1951 members 
Mstep: Class 26 contains 38161 members 
Mstep: Class 27 contains 141621 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7199 members 
Mstep: Class 30 contains 9199 members 
Mstep: Class 31 contains 71497 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 21534 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 87104 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 27788 members 
Mstep: Class 39 contains 6726 members 
Mstep: Class 40 contains 2829 members 
Mstep: Class 41 contains 94885 members 
Mstep: Class 42 contains 59523 members 
Mstep: Class 43 contains 17681 members 
Mstep: Class 44 contains 2042 members 
Mstep: Class 45 contains 50106 members 
Mstep: Class 46 contains 142944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429784.000000 Penalty: 30063.429688
Iteration 224Q: 47 clusters Score -8.742978e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 74107 members 
Mstep: Class 3 contains 74281 members 
Mstep: Class 4 contains 1312 members 
Mstep: Class 5 contains 47010 members 
Mstep: Class 6 contains 62788 members 
Mstep: Class 7 contains 4617 members 
Mstep: Class 8 contains 157222 members 
Mstep: Class 9 contains 79755 members 
Mstep: Class 10 contains 5535 members 
Mstep: Class 11 contains 14905 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9260 members 
Mstep: Class 14 contains 86431 members 
Mstep: Class 15 contains 13328 members 
Mstep: Class 16 contains 66579 members 
Mstep: Class 17 contains 17278 members 
Mstep: Class 18 contains 14627 members 
Mstep: Class 19 contains 82460 members 
Mstep: Class 20 contains 13558 members 
Mstep: Class 21 contains 941 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 37781 members 
Mstep: Class 24 contains 11926 members 
Mstep: Class 25 contains 1956 members 
Mstep: Class 26 contains 38419 members 
Mstep: Class 27 contains 141476 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7240 members 
Mstep: Class 30 contains 9205 members 
Mstep: Class 31 contains 71341 members 
Mstep: Class 32 contains 1004 members 
Mstep: Class 33 contains 21570 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2563 members 
Mstep: Class 36 contains 86802 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 27460 members 
Mstep: Class 39 contains 6734 members 
Mstep: Class 40 contains 2793 members 
Mstep: Class 41 contains 94941 members 
Mstep: Class 42 contains 59527 members 
Mstep: Class 43 contains 17631 members 
Mstep: Class 44 contains 2098 members 
Mstep: Class 45 contains 50577 members 
Mstep: Class 46 contains 144808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428968.000000 Penalty: 30063.429688
Iteration 225Q: 47 clusters Score -8.742897e+07 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 74234 members 
Mstep: Class 3 contains 74326 members 
Mstep: Class 4 contains 1319 members 
Mstep: Class 5 contains 47013 members 
Mstep: Class 6 contains 63102 members 
Mstep: Class 7 contains 4621 members 
Mstep: Class 8 contains 157005 members 
Mstep: Class 9 contains 79460 members 
Mstep: Class 10 contains 5538 members 
Mstep: Class 11 contains 14920 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9081 members 
Mstep: Class 14 contains 86415 members 
Mstep: Class 15 contains 13341 members 
Mstep: Class 16 contains 66292 members 
Mstep: Class 17 contains 16848 members 
Mstep: Class 18 contains 14514 members 
Mstep: Class 19 contains 82196 members 
Mstep: Class 20 contains 13362 members 
Mstep: Class 21 contains 878 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 37911 members 
Mstep: Class 24 contains 11745 members 
Mstep: Class 25 contains 1957 members 
Mstep: Class 26 contains 38667 members 
Mstep: Class 27 contains 141306 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7268 members 
Mstep: Class 30 contains 9225 members 
Mstep: Class 31 contains 71211 members 
Mstep: Class 32 contains 1009 members 
Mstep: Class 33 contains 21601 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2558 members 
Mstep: Class 36 contains 86475 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 27138 members 
Mstep: Class 39 contains 6745 members 
Mstep: Class 40 contains 2750 members 
Mstep: Class 41 contains 95042 members 
Mstep: Class 42 contains 59976 members 
Mstep: Class 43 contains 17591 members 
Mstep: Class 44 contains 2151 members 
Mstep: Class 45 contains 50951 members 
Mstep: Class 46 contains 146657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428352.000000 Penalty: 30063.429688
Iteration 226Q: 47 clusters Score -8.742835e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 74259 members 
Mstep: Class 3 contains 74431 members 
Mstep: Class 4 contains 1325 members 
Mstep: Class 5 contains 47002 members 
Mstep: Class 6 contains 63414 members 
Mstep: Class 7 contains 4623 members 
Mstep: Class 8 contains 156892 members 
Mstep: Class 9 contains 79073 members 
Mstep: Class 10 contains 5544 members 
Mstep: Class 11 contains 14937 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 86437 members 
Mstep: Class 15 contains 13368 members 
Mstep: Class 16 contains 66049 members 
Mstep: Class 17 contains 16401 members 
Mstep: Class 18 contains 14411 members 
Mstep: Class 19 contains 81930 members 
Mstep: Class 20 contains 13180 members 
Mstep: Class 21 contains 825 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 38026 members 
Mstep: Class 24 contains 11519 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 38934 members 
Mstep: Class 27 contains 141169 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7296 members 
Mstep: Class 30 contains 9249 members 
Mstep: Class 31 contains 71070 members 
Mstep: Class 32 contains 1013 members 
Mstep: Class 33 contains 21627 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2553 members 
Mstep: Class 36 contains 86099 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 26791 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 2715 members 
Mstep: Class 41 contains 95131 members 
Mstep: Class 42 contains 60815 members 
Mstep: Class 43 contains 17530 members 
Mstep: Class 44 contains 2192 members 
Mstep: Class 45 contains 51315 members 
Mstep: Class 46 contains 148215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426984.000000 Penalty: 30063.429688
Iteration 227Q: 47 clusters Score -8.742698e+07 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 74328 members 
Mstep: Class 3 contains 74560 members 
Mstep: Class 4 contains 1329 members 
Mstep: Class 5 contains 46993 members 
Mstep: Class 6 contains 63752 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 156766 members 
Mstep: Class 9 contains 78638 members 
Mstep: Class 10 contains 5546 members 
Mstep: Class 11 contains 14962 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8701 members 
Mstep: Class 14 contains 86479 members 
Mstep: Class 15 contains 13375 members 
Mstep: Class 16 contains 65789 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 14251 members 
Mstep: Class 19 contains 81675 members 
Mstep: Class 20 contains 12979 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 38139 members 
Mstep: Class 24 contains 11300 members 
Mstep: Class 25 contains 1966 members 
Mstep: Class 26 contains 39191 members 
Mstep: Class 27 contains 141029 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 7306 members 
Mstep: Class 30 contains 9303 members 
Mstep: Class 31 contains 70927 members 
Mstep: Class 32 contains 1015 members 
Mstep: Class 33 contains 21658 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2554 members 
Mstep: Class 36 contains 85727 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 26445 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 2696 members 
Mstep: Class 41 contains 95327 members 
Mstep: Class 42 contains 61933 members 
Mstep: Class 43 contains 17484 members 
Mstep: Class 44 contains 2230 members 
Mstep: Class 45 contains 51652 members 
Mstep: Class 46 contains 149520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425880.000000 Penalty: 30063.429688
Iteration 228Q: 47 clusters Score -8.742588e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 74387 members 
Mstep: Class 3 contains 74722 members 
Mstep: Class 4 contains 1323 members 
Mstep: Class 5 contains 46993 members 
Mstep: Class 6 contains 64080 members 
Mstep: Class 7 contains 4638 members 
Mstep: Class 8 contains 156718 members 
Mstep: Class 9 contains 78138 members 
Mstep: Class 10 contains 5546 members 
Mstep: Class 11 contains 14989 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8597 members 
Mstep: Class 14 contains 86602 members 
Mstep: Class 15 contains 13395 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 15537 members 
Mstep: Class 18 contains 14118 members 
Mstep: Class 19 contains 81459 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 690 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 38272 members 
Mstep: Class 24 contains 11064 members 
Mstep: Class 25 contains 1970 members 
Mstep: Class 26 contains 39447 members 
Mstep: Class 27 contains 140932 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 7314 members 
Mstep: Class 30 contains 9369 members 
Mstep: Class 31 contains 70812 members 
Mstep: Class 32 contains 1013 members 
Mstep: Class 33 contains 21690 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2555 members 
Mstep: Class 36 contains 85291 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 26119 members 
Mstep: Class 39 contains 6743 members 
Mstep: Class 40 contains 2678 members 
Mstep: Class 41 contains 95486 members 
Mstep: Class 42 contains 63161 members 
Mstep: Class 43 contains 17425 members 
Mstep: Class 44 contains 2275 members 
Mstep: Class 45 contains 51970 members 
Mstep: Class 46 contains 150471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 646.576721 but Gain 653.552734
Score: -87424712.000000 Penalty: 29409.876953
Iteration 229Q: 46 clusters Score -8.742471e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 74418 members 
Mstep: Class 3 contains 74896 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 5 contains 46994 members 
Mstep: Class 6 contains 64457 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 156680 members 
Mstep: Class 9 contains 77650 members 
Mstep: Class 10 contains 5546 members 
Mstep: Class 11 contains 15017 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8543 members 
Mstep: Class 14 contains 86802 members 
Mstep: Class 15 contains 13408 members 
Mstep: Class 16 contains 65177 members 
Mstep: Class 17 contains 15125 members 
Mstep: Class 18 contains 14003 members 
Mstep: Class 19 contains 82034 members 
Mstep: Class 20 contains 12680 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 38421 members 
Mstep: Class 24 contains 10846 members 
Mstep: Class 25 contains 1976 members 
Mstep: Class 26 contains 39685 members 
Mstep: Class 27 contains 140899 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 7308 members 
Mstep: Class 30 contains 9459 members 
Mstep: Class 31 contains 70761 members 
Mstep: Class 32 contains 1014 members 
Mstep: Class 33 contains 21712 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2554 members 
Mstep: Class 36 contains 84889 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 25788 members 
Mstep: Class 39 contains 6742 members 
Mstep: Class 40 contains 2660 members 
Mstep: Class 41 contains 95578 members 
Mstep: Class 42 contains 64488 members 
Mstep: Class 43 contains 17361 members 
Mstep: Class 44 contains 2319 members 
Mstep: Class 45 contains 52268 members 
Mstep: Class 46 contains 150844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425304.000000 Penalty: 29409.876953
Iteration 230Q: 46 clusters Score -8.74253e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 74347 members 
Mstep: Class 3 contains 75036 members 
Mstep: Class 4 contains 1307 members 
Mstep: Class 5 contains 46995 members 
Mstep: Class 6 contains 64773 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 156708 members 
Mstep: Class 9 contains 77151 members 
Mstep: Class 10 contains 5545 members 
Mstep: Class 11 contains 15042 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8534 members 
Mstep: Class 14 contains 86972 members 
Mstep: Class 15 contains 13436 members 
Mstep: Class 16 contains 64841 members 
Mstep: Class 17 contains 14726 members 
Mstep: Class 18 contains 13779 members 
Mstep: Class 19 contains 82164 members 
Mstep: Class 20 contains 12578 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 38562 members 
Mstep: Class 24 contains 10651 members 
Mstep: Class 25 contains 1989 members 
Mstep: Class 26 contains 39925 members 
Mstep: Class 27 contains 140876 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 7306 members 
Mstep: Class 30 contains 9528 members 
Mstep: Class 31 contains 70703 members 
Mstep: Class 32 contains 1016 members 
Mstep: Class 33 contains 21729 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2553 members 
Mstep: Class 36 contains 84557 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 25474 members 
Mstep: Class 39 contains 6746 members 
Mstep: Class 40 contains 2645 members 
Mstep: Class 41 contains 95689 members 
Mstep: Class 42 contains 65862 members 
Mstep: Class 43 contains 17293 members 
Mstep: Class 44 contains 2371 members 
Mstep: Class 45 contains 52596 members 
Mstep: Class 46 contains 150977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425640.000000 Penalty: 29409.876953
Iteration 231Q: 46 clusters Score -8.742564e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 74356 members 
Mstep: Class 3 contains 75111 members 
Mstep: Class 4 contains 1301 members 
Mstep: Class 5 contains 47001 members 
Mstep: Class 6 contains 65131 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 156763 members 
Mstep: Class 9 contains 76658 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 15059 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8555 members 
Mstep: Class 14 contains 87094 members 
Mstep: Class 15 contains 13472 members 
Mstep: Class 16 contains 64484 members 
Mstep: Class 17 contains 14341 members 
Mstep: Class 18 contains 13578 members 
Mstep: Class 19 contains 82250 members 
Mstep: Class 20 contains 12495 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 38660 members 
Mstep: Class 24 contains 10441 members 
Mstep: Class 25 contains 1994 members 
Mstep: Class 26 contains 40151 members 
Mstep: Class 27 contains 140885 members 
Mstep: Class 28 contains 171 members 
Mstep: Class 29 contains 7302 members 
Mstep: Class 30 contains 9600 members 
Mstep: Class 31 contains 70657 members 
Mstep: Class 32 contains 1018 members 
Mstep: Class 33 contains 21742 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2550 members 
Mstep: Class 36 contains 84329 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 25146 members 
Mstep: Class 39 contains 6748 members 
Mstep: Class 40 contains 2625 members 
Mstep: Class 41 contains 95747 members 
Mstep: Class 42 contains 67259 members 
Mstep: Class 43 contains 17222 members 
Mstep: Class 44 contains 2410 members 
Mstep: Class 45 contains 52980 members 
Mstep: Class 46 contains 150933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424912.000000 Penalty: 29409.876953
Iteration 232Q: 46 clusters Score -8.742491e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 74288 members 
Mstep: Class 3 contains 75155 members 
Mstep: Class 4 contains 1296 members 
Mstep: Class 5 contains 47006 members 
Mstep: Class 6 contains 65482 members 
Mstep: Class 7 contains 4654 members 
Mstep: Class 8 contains 156856 members 
Mstep: Class 9 contains 76215 members 
Mstep: Class 10 contains 5550 members 
Mstep: Class 11 contains 15076 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8627 members 
Mstep: Class 14 contains 87165 members 
Mstep: Class 15 contains 13509 members 
Mstep: Class 16 contains 64165 members 
Mstep: Class 17 contains 13954 members 
Mstep: Class 18 contains 13414 members 
Mstep: Class 19 contains 82273 members 
Mstep: Class 20 contains 12421 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 38754 members 
Mstep: Class 24 contains 10226 members 
Mstep: Class 25 contains 1996 members 
Mstep: Class 26 contains 40359 members 
Mstep: Class 27 contains 140883 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7300 members 
Mstep: Class 30 contains 9672 members 
Mstep: Class 31 contains 70623 members 
Mstep: Class 32 contains 1018 members 
Mstep: Class 33 contains 21756 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2549 members 
Mstep: Class 36 contains 84108 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 24825 members 
Mstep: Class 39 contains 6753 members 
Mstep: Class 40 contains 2607 members 
Mstep: Class 41 contains 95874 members 
Mstep: Class 42 contains 68705 members 
Mstep: Class 43 contains 17179 members 
Mstep: Class 44 contains 2430 members 
Mstep: Class 45 contains 53331 members 
Mstep: Class 46 contains 150754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424328.000000 Penalty: 29409.876953
Iteration 233Q: 46 clusters Score -8.742433e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 74196 members 
Mstep: Class 3 contains 75109 members 
Mstep: Class 4 contains 1291 members 
Mstep: Class 5 contains 47004 members 
Mstep: Class 6 contains 65878 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 157016 members 
Mstep: Class 9 contains 75805 members 
Mstep: Class 10 contains 5552 members 
Mstep: Class 11 contains 15088 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8675 members 
Mstep: Class 14 contains 87208 members 
Mstep: Class 15 contains 13536 members 
Mstep: Class 16 contains 63869 members 
Mstep: Class 17 contains 13469 members 
Mstep: Class 18 contains 13250 members 
Mstep: Class 19 contains 82226 members 
Mstep: Class 20 contains 12356 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 38817 members 
Mstep: Class 24 contains 10016 members 
Mstep: Class 25 contains 2008 members 
Mstep: Class 26 contains 40534 members 
Mstep: Class 27 contains 140939 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7302 members 
Mstep: Class 30 contains 9733 members 
Mstep: Class 31 contains 70608 members 
Mstep: Class 32 contains 1020 members 
Mstep: Class 33 contains 21766 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2548 members 
Mstep: Class 36 contains 83938 members 
Mstep: Class 37 contains 8238 members 
Mstep: Class 38 contains 24515 members 
Mstep: Class 39 contains 6761 members 
Mstep: Class 40 contains 2593 members 
Mstep: Class 41 contains 96116 members 
Mstep: Class 42 contains 69973 members 
Mstep: Class 43 contains 17125 members 
Mstep: Class 44 contains 2446 members 
Mstep: Class 45 contains 53631 members 
Mstep: Class 46 contains 150788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87423720.000000 Penalty: 29409.876953
Iteration 234Q: 46 clusters Score -8.742372e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 74110 members 
Mstep: Class 3 contains 75076 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 47003 members 
Mstep: Class 6 contains 66293 members 
Mstep: Class 7 contains 4655 members 
Mstep: Class 8 contains 157188 members 
Mstep: Class 9 contains 75450 members 
Mstep: Class 10 contains 5553 members 
Mstep: Class 11 contains 15105 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8719 members 
Mstep: Class 14 contains 87238 members 
Mstep: Class 15 contains 13559 members 
Mstep: Class 16 contains 63552 members 
Mstep: Class 17 contains 12912 members 
Mstep: Class 18 contains 13102 members 
Mstep: Class 19 contains 82202 members 
Mstep: Class 20 contains 12301 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 38873 members 
Mstep: Class 24 contains 9837 members 
Mstep: Class 25 contains 2010 members 
Mstep: Class 26 contains 40703 members 
Mstep: Class 27 contains 141026 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7296 members 
Mstep: Class 30 contains 9782 members 
Mstep: Class 31 contains 70634 members 
Mstep: Class 32 contains 1020 members 
Mstep: Class 33 contains 21774 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2543 members 
Mstep: Class 36 contains 83774 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 24211 members 
Mstep: Class 39 contains 6766 members 
Mstep: Class 40 contains 2584 members 
Mstep: Class 41 contains 96262 members 
Mstep: Class 42 contains 71098 members 
Mstep: Class 43 contains 17073 members 
Mstep: Class 44 contains 2465 members 
Mstep: Class 45 contains 53930 members 
Mstep: Class 46 contains 150872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424096.000000 Penalty: 29409.876953
Iteration 235Q: 46 clusters Score -8.74241e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 74069 members 
Mstep: Class 3 contains 75060 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 47007 members 
Mstep: Class 6 contains 66742 members 
Mstep: Class 7 contains 4661 members 
Mstep: Class 8 contains 157310 members 
Mstep: Class 9 contains 75138 members 
Mstep: Class 10 contains 5554 members 
Mstep: Class 11 contains 15121 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8778 members 
Mstep: Class 14 contains 87232 members 
Mstep: Class 15 contains 13575 members 
Mstep: Class 16 contains 63257 members 
Mstep: Class 17 contains 12328 members 
Mstep: Class 18 contains 12953 members 
Mstep: Class 19 contains 82160 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 38939 members 
Mstep: Class 24 contains 9640 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 40880 members 
Mstep: Class 27 contains 141162 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7283 members 
Mstep: Class 30 contains 9820 members 
Mstep: Class 31 contains 70640 members 
Mstep: Class 32 contains 1020 members 
Mstep: Class 33 contains 21771 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2540 members 
Mstep: Class 36 contains 83587 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 23900 members 
Mstep: Class 39 contains 6766 members 
Mstep: Class 40 contains 2576 members 
Mstep: Class 41 contains 96433 members 
Mstep: Class 42 contains 72166 members 
Mstep: Class 43 contains 17023 members 
Mstep: Class 44 contains 2492 members 
Mstep: Class 45 contains 54226 members 
Mstep: Class 46 contains 150948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87423400.000000 Penalty: 29409.876953
Iteration 236Q: 46 clusters Score -8.74234e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 74056 members 
Mstep: Class 3 contains 75020 members 
Mstep: Class 4 contains 1278 members 
Mstep: Class 5 contains 46996 members 
Mstep: Class 6 contains 67242 members 
Mstep: Class 7 contains 4665 members 
Mstep: Class 8 contains 157412 members 
Mstep: Class 9 contains 74895 members 
Mstep: Class 10 contains 5553 members 
Mstep: Class 11 contains 15145 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 87224 members 
Mstep: Class 15 contains 13604 members 
Mstep: Class 16 contains 62957 members 
Mstep: Class 17 contains 11767 members 
Mstep: Class 18 contains 12784 members 
Mstep: Class 19 contains 82071 members 
Mstep: Class 20 contains 12235 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 38992 members 
Mstep: Class 24 contains 9454 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 41065 members 
Mstep: Class 27 contains 141320 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7275 members 
Mstep: Class 30 contains 9889 members 
Mstep: Class 31 contains 70612 members 
Mstep: Class 32 contains 1020 members 
Mstep: Class 33 contains 21775 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2531 members 
Mstep: Class 36 contains 83411 members 
Mstep: Class 37 contains 8237 members 
Mstep: Class 38 contains 23636 members 
Mstep: Class 39 contains 6769 members 
Mstep: Class 40 contains 2565 members 
Mstep: Class 41 contains 96579 members 
Mstep: Class 42 contains 73069 members 
Mstep: Class 43 contains 16996 members 
Mstep: Class 44 contains 2505 members 
Mstep: Class 45 contains 54560 members 
Mstep: Class 46 contains 151047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87423048.000000 Penalty: 29409.876953
Iteration 237Q: 46 clusters Score -8.742305e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 73977 members 
Mstep: Class 3 contains 74999 members 
Mstep: Class 4 contains 1279 members 
Mstep: Class 5 contains 46985 members 
Mstep: Class 6 contains 67701 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 157528 members 
Mstep: Class 9 contains 74662 members 
Mstep: Class 10 contains 5555 members 
Mstep: Class 11 contains 15165 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8864 members 
Mstep: Class 14 contains 87208 members 
Mstep: Class 15 contains 13645 members 
Mstep: Class 16 contains 62759 members 
Mstep: Class 17 contains 11202 members 
Mstep: Class 18 contains 12640 members 
Mstep: Class 19 contains 82036 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39033 members 
Mstep: Class 24 contains 9302 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 41244 members 
Mstep: Class 27 contains 141477 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7258 members 
Mstep: Class 30 contains 9942 members 
Mstep: Class 31 contains 70599 members 
Mstep: Class 32 contains 1021 members 
Mstep: Class 33 contains 21780 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2523 members 
Mstep: Class 36 contains 83282 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 23351 members 
Mstep: Class 39 contains 6774 members 
Mstep: Class 40 contains 2556 members 
Mstep: Class 41 contains 96689 members 
Mstep: Class 42 contains 73866 members 
Mstep: Class 43 contains 16992 members 
Mstep: Class 44 contains 2520 members 
Mstep: Class 45 contains 54877 members 
Mstep: Class 46 contains 151118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87422880.000000 Penalty: 29409.876953
Iteration 238Q: 46 clusters Score -8.742288e+07 nChanged 7324
Entering ConstructFrom: 
Score: -87422880.000000 Penalty: 29409.876953
Entering ConstructFrom: 
Trying to split cluster 1 (45753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Entering Unmasked Estep 
Score: -2541603.250000 Penalty: 488.261047
	Iteration 0F: 2 clusters Score -2541603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2510911.250000 Penalty: 976.522095
	Iteration 0F: 3 clusters Score -2510911 nChanged 22115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2524243.750000 Penalty: 976.522095
	Iteration 1F: 3 clusters Score -2524244 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2525075.250000 Penalty: 976.522095
	Iteration 2Q: 3 clusters Score -2525075 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2526369.500000 Penalty: 976.522095
	Iteration 3F: 3 clusters Score -2526370 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2528441.000000 Penalty: 976.522095
	Iteration 4F: 3 clusters Score -2528441 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2531506.000000 Penalty: 976.522095
	Iteration 5F: 3 clusters Score -2531506 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2534400.750000 Penalty: 976.522095
	Iteration 6F: 3 clusters Score -2534401 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2535794.500000 Penalty: 976.522095
	Iteration 7F: 3 clusters Score -2535794 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2536410.500000 Penalty: 976.522095
	Iteration 8Q: 3 clusters Score -2536410 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2536850.500000 Penalty: 976.522095
	Iteration 9Q: 3 clusters Score -2536850 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2537196.750000 Penalty: 976.522095
	Iteration 10Q: 3 clusters Score -2537197 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2537435.500000 Penalty: 976.522095
	Iteration 11Q: 3 clusters Score -2537436 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2537645.500000 Penalty: 976.522095
	Iteration 12Q: 3 clusters Score -2537646 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2537789.000000 Penalty: 976.522095
	Iteration 13Q: 3 clusters Score -2537789 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2537894.750000 Penalty: 976.522095
	Iteration 14Q: 3 clusters Score -2537895 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2537947.000000 Penalty: 976.522095
	Iteration 15Q: 3 clusters Score -2537947 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2537988.750000 Penalty: 976.522095
	Iteration 16Q: 3 clusters Score -2537989 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2538017.250000 Penalty: 976.522095
	Iteration 17Q: 3 clusters Score -2538017 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2538061.250000 Penalty: 976.522095
	Iteration 18Q: 3 clusters Score -2538061 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2538063.500000 Penalty: 976.522095
	Iteration 19Q: 3 clusters Score -2538064 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2538078.500000 Penalty: 976.522095
	Iteration 20F: 3 clusters Score -2538078 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2538092.500000 Penalty: 976.522095
	Iteration 21Q: 3 clusters Score -2538092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2538084.750000 Penalty: 976.522095
	Iteration 22Q: 3 clusters Score -2538085 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2538099.250000 Penalty: 976.522095
	Iteration 23Q: 3 clusters Score -2538099 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2538104.750000 Penalty: 976.522095
	Iteration 24Q: 3 clusters Score -2538105 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2538109.750000 Penalty: 976.522095
	Iteration 25Q: 3 clusters Score -2538110 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2538128.000000 Penalty: 976.522095
	Iteration 26Q: 3 clusters Score -2538128 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2538144.250000 Penalty: 976.522095
	Iteration 27Q: 3 clusters Score -2538144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2538153.000000 Penalty: 976.522095
	Iteration 28Q: 3 clusters Score -2538153 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2538152.750000 Penalty: 976.522095
	Iteration 29Q: 3 clusters Score -2538153 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2538161.500000 Penalty: 976.522095
	Iteration 30Q: 3 clusters Score -2538162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -2538166.500000 Penalty: 976.522095
	Iteration 31Q: 3 clusters Score -2538166 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2538173.250000 Penalty: 976.522095
	Iteration 32Q: 3 clusters Score -2538173 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2538185.000000 Penalty: 976.522095
	Iteration 33Q: 3 clusters Score -2538185 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2538199.750000 Penalty: 976.522095
	Iteration 34Q: 3 clusters Score -2538200 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2538211.000000 Penalty: 976.522095
	Iteration 35Q: 3 clusters Score -2538211 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2538220.250000 Penalty: 976.522095
	Iteration 36Q: 3 clusters Score -2538220 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -2538226.750000 Penalty: 976.522095
	Iteration 37Q: 3 clusters Score -2538227 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2538245.500000 Penalty: 976.522095
	Iteration 38Q: 3 clusters Score -2538246 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2538265.500000 Penalty: 976.522095
	Iteration 39Q: 3 clusters Score -2538266 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -2538279.250000 Penalty: 976.522095
	Iteration 40F: 3 clusters Score -2538279 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2538294.250000 Penalty: 976.522095
	Iteration 41Q: 3 clusters Score -2538294 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2538297.500000 Penalty: 976.522095
	Iteration 42Q: 3 clusters Score -2538298 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2538313.250000 Penalty: 976.522095
	Iteration 43Q: 3 clusters Score -2538313 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2538324.250000 Penalty: 976.522095
	Iteration 44Q: 3 clusters Score -2538324 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2538331.250000 Penalty: 976.522095
	Iteration 45Q: 3 clusters Score -2538331 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2538351.250000 Penalty: 976.522095
	Iteration 46Q: 3 clusters Score -2538351 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -2538364.000000 Penalty: 976.522095
	Iteration 47Q: 3 clusters Score -2538364 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2538379.000000 Penalty: 976.522095
	Iteration 48Q: 3 clusters Score -2538379 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -2538388.750000 Penalty: 976.522095
	Iteration 49Q: 3 clusters Score -2538389 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -2538394.250000 Penalty: 976.522095
	Iteration 50Q: 3 clusters Score -2538394 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2538408.750000 Penalty: 976.522095
	Iteration 51Q: 3 clusters Score -2538409 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -2538410.000000 Penalty: 976.522095
	Iteration 52Q: 3 clusters Score -2538410 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -2538410.000000 Penalty: 976.522095
	Iteration 53Q: 3 clusters Score -2538410 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -2538421.500000 Penalty: 976.522095
	Iteration 54Q: 3 clusters Score -2538422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -2538425.250000 Penalty: 976.522095
	Iteration 55Q: 3 clusters Score -2538425 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -2538437.500000 Penalty: 976.522095
	Iteration 56Q: 3 clusters Score -2538438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2538434.000000 Penalty: 976.522095
	Iteration 57Q: 3 clusters Score -2538434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -2538436.750000 Penalty: 976.522095
	Iteration 58Q: 3 clusters Score -2538437 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -2538444.750000 Penalty: 976.522095
	Iteration 59Q: 3 clusters Score -2538445 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -2538447.000000 Penalty: 976.522095
	Iteration 60F: 3 clusters Score -2538447 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -2538453.000000 Penalty: 976.522095
	Iteration 61Q: 3 clusters Score -2538453 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -2538460.250000 Penalty: 976.522095
	Iteration 62Q: 3 clusters Score -2538460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -2538474.500000 Penalty: 976.522095
	Iteration 63Q: 3 clusters Score -2538474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2538473.500000 Penalty: 976.522095
	Iteration 64Q: 3 clusters Score -2538474 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -2538477.500000 Penalty: 976.522095
	Iteration 65Q: 3 clusters Score -2538478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -2538491.500000 Penalty: 976.522095
	Iteration 66Q: 3 clusters Score -2538492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -2538505.750000 Penalty: 976.522095
	Iteration 67Q: 3 clusters Score -2538506 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -2538513.750000 Penalty: 976.522095
	Iteration 68Q: 3 clusters Score -2538514 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -2538518.250000 Penalty: 976.522095
	Iteration 69Q: 3 clusters Score -2538518 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -2538516.000000 Penalty: 976.522095
	Iteration 70Q: 3 clusters Score -2538516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -2538519.250000 Penalty: 976.522095
	Iteration 71Q: 3 clusters Score -2538519 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -2538528.250000 Penalty: 976.522095
	Iteration 72Q: 3 clusters Score -2538528 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2538535.500000 Penalty: 976.522095
	Iteration 73Q: 3 clusters Score -2538536 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -2538558.500000 Penalty: 976.522095
	Iteration 74Q: 3 clusters Score -2538558 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -2538571.750000 Penalty: 976.522095
	Iteration 75Q: 3 clusters Score -2538572 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -2538594.500000 Penalty: 976.522095
	Iteration 76Q: 3 clusters Score -2538594 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -2538600.500000 Penalty: 976.522095
	Iteration 77Q: 3 clusters Score -2538600 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -2538628.500000 Penalty: 976.522095
	Iteration 78Q: 3 clusters Score -2538628 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -2538646.000000 Penalty: 976.522095
	Iteration 79Q: 3 clusters Score -2538646 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -2538662.500000 Penalty: 976.522095
	Iteration 80F: 3 clusters Score -2538662 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -2538676.750000 Penalty: 976.522095
	Iteration 81Q: 3 clusters Score -2538677 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -2538695.500000 Penalty: 976.522095
	Iteration 82Q: 3 clusters Score -2538696 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -2538706.750000 Penalty: 976.522095
	Iteration 83Q: 3 clusters Score -2538707 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 29470 members 
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Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 29768 members 
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Mstep: Class 1 contains 15860 members 
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Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15626 members 
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Mstep: Class 1 contains 15509 members 
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Mstep: Class 2 contains 30364 members 
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Mstep: Class 2 contains 30607 members 
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Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 30737 members 
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Mstep: Class 1 contains 14877 members 
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Mstep: Class 1 contains 14701 members 
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Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 31246 members 
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Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 31459 members 
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Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 32097 members 
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Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 32536 members 
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Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 32754 members 
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Mstep: Class 1 contains 12781 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 33187 members 
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Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 33613 members 
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Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 33830 members 
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Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 34049 members 
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Mstep: Class 2 contains 34528 members 
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Mstep: Class 2 contains 34755 members 
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Mstep: Class 2 contains 35513 members 
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Mstep: Class 2 contains 36631 members 
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Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 36946 members 
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Mstep: Class 2 contains 37262 members 
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Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 37598 members 
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Mstep: Class 1 contains 7822 members 
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Mstep: Class 1 contains 7541 members 
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Mstep: Class 1 contains 7268 members 
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Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 38737 members 
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Mstep: Class 1 contains 6754 members 
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Mstep: Class 1 contains 4815 members 
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Mstep: Class 1 contains 4640 members 
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Mstep: Class 1 contains 4277 members 
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Mstep: Class 1 contains 4087 members 
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Mstep: Class 1 contains 2958 members 
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Mstep: Class 1 contains 2867 members 
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Mstep: Class 1 contains 2579 members 
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	Iteration 162Q: 3 clusters Score -2540913 nChanged 47
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	Iteration 164Q: 3 clusters Score -2540922 nChanged 36
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	Iteration 165Q: 3 clusters Score -2540929 nChanged 28
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	Iteration 166Q: 3 clusters Score -2540929 nChanged 30
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	Iteration 167Q: 3 clusters Score -2540931 nChanged 31
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	Iteration 168Q: 3 clusters Score -2540931 nChanged 42
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	Iteration 169Q: 3 clusters Score -2540937 nChanged 38
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	Iteration 171Q: 3 clusters Score -2540939 nChanged 42
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	Iteration 173Q: 3 clusters Score -2540948 nChanged 31
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	Iteration 174Q: 3 clusters Score -2540954 nChanged 32
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2540963 nChanged 36
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Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -2540968.750000 Penalty: 976.522095
	Iteration 177Q: 3 clusters Score -2540969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -2540971.500000 Penalty: 976.522095
	Iteration 178Q: 3 clusters Score -2540972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -2540980.250000 Penalty: 976.522095
	Iteration 179Q: 3 clusters Score -2540980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -2540979.250000 Penalty: 976.522095
	Iteration 180F: 3 clusters Score -2540979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -2540986.750000 Penalty: 976.522095
	Iteration 181Q: 3 clusters Score -2540987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -2540983.500000 Penalty: 976.522095
	Iteration 182Q: 3 clusters Score -2540984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -2540990.750000 Penalty: 976.522095
	Iteration 183Q: 3 clusters Score -2540991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -2540997.750000 Penalty: 976.522095
	Iteration 184Q: 3 clusters Score -2540998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -2541006.000000 Penalty: 976.522095
	Iteration 185Q: 3 clusters Score -2541006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -2541006.500000 Penalty: 976.522095
	Iteration 186Q: 3 clusters Score -2541006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -2541017.500000 Penalty: 976.522095
	Iteration 187Q: 3 clusters Score -2541018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -2541017.750000 Penalty: 976.522095
	Iteration 188Q: 3 clusters Score -2541018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -2541026.250000 Penalty: 976.522095
	Iteration 189Q: 3 clusters Score -2541026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -2541032.750000 Penalty: 976.522095
	Iteration 190Q: 3 clusters Score -2541033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -2541033.500000 Penalty: 976.522095
	Iteration 191Q: 3 clusters Score -2541034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -2541033.250000 Penalty: 976.522095
	Iteration 192Q: 3 clusters Score -2541033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -2541036.250000 Penalty: 976.522095
	Iteration 193Q: 3 clusters Score -2541036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -2541037.250000 Penalty: 976.522095
	Iteration 194Q: 3 clusters Score -2541037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -2541039.000000 Penalty: 976.522095
	Iteration 195Q: 3 clusters Score -2541039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -2541043.000000 Penalty: 976.522095
	Iteration 196Q: 3 clusters Score -2541043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -2541039.250000 Penalty: 976.522095
	Iteration 197Q: 3 clusters Score -2541039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -2541043.500000 Penalty: 976.522095
	Iteration 198Q: 3 clusters Score -2541044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -2541045.000000 Penalty: 976.522095
	Iteration 199Q: 3 clusters Score -2541045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -2541043.250000 Penalty: 976.522095
	Iteration 200F: 3 clusters Score -2541043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -2541047.750000 Penalty: 976.522095
	Iteration 201Q: 3 clusters Score -2541048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -2541049.500000 Penalty: 976.522095
	Iteration 202Q: 3 clusters Score -2541050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -2541056.500000 Penalty: 976.522095
	Iteration 203Q: 3 clusters Score -2541056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -2541064.000000 Penalty: 976.522095
	Iteration 204Q: 3 clusters Score -2541064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -2541068.750000 Penalty: 976.522095
	Iteration 205Q: 3 clusters Score -2541069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -2541074.000000 Penalty: 976.522095
	Iteration 206Q: 3 clusters Score -2541074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -2541074.500000 Penalty: 976.522095
	Iteration 207Q: 3 clusters Score -2541074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -2541079.250000 Penalty: 976.522095
	Iteration 208Q: 3 clusters Score -2541079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -2541078.750000 Penalty: 976.522095
	Iteration 209Q: 3 clusters Score -2541079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -2541080.000000 Penalty: 976.522095
	Iteration 210Q: 3 clusters Score -2541080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -2541080.250000 Penalty: 976.522095
	Iteration 211Q: 3 clusters Score -2541080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -2541082.500000 Penalty: 976.522095
	Iteration 212Q: 3 clusters Score -2541082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -2541086.750000 Penalty: 976.522095
	Iteration 213Q: 3 clusters Score -2541087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -2541096.250000 Penalty: 976.522095
	Iteration 214Q: 3 clusters Score -2541096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -2541102.750000 Penalty: 976.522095
	Iteration 215Q: 3 clusters Score -2541103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -2541107.500000 Penalty: 976.522095
	Iteration 216Q: 3 clusters Score -2541108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -2541115.500000 Penalty: 976.522095
	Iteration 217Q: 3 clusters Score -2541116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -2541121.750000 Penalty: 976.522095
	Iteration 218Q: 3 clusters Score -2541122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -2541124.500000 Penalty: 976.522095
	Iteration 219Q: 3 clusters Score -2541124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -2541130.000000 Penalty: 976.522095
	Iteration 220F: 3 clusters Score -2541130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -2541136.250000 Penalty: 976.522095
	Iteration 221Q: 3 clusters Score -2541136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -2541141.500000 Penalty: 976.522095
	Iteration 222Q: 3 clusters Score -2541142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -2541145.250000 Penalty: 976.522095
	Iteration 223Q: 3 clusters Score -2541145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -2541144.500000 Penalty: 976.522095
	Iteration 224Q: 3 clusters Score -2541144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -2541152.750000 Penalty: 976.522095
	Iteration 225Q: 3 clusters Score -2541153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -2541160.500000 Penalty: 976.522095
	Iteration 226Q: 3 clusters Score -2541160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -2541162.750000 Penalty: 976.522095
	Iteration 227Q: 3 clusters Score -2541163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -2541164.250000 Penalty: 976.522095
	Iteration 228Q: 3 clusters Score -2541164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -2541165.500000 Penalty: 976.522095
	Iteration 229Q: 3 clusters Score -2541166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -2541170.750000 Penalty: 976.522095
	Iteration 230Q: 3 clusters Score -2541171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -2541171.250000 Penalty: 976.522095
	Iteration 231Q: 3 clusters Score -2541171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -2541175.000000 Penalty: 976.522095
	Iteration 232Q: 3 clusters Score -2541175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -2541175.250000 Penalty: 976.522095
	Iteration 233Q: 3 clusters Score -2541175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -2541176.750000 Penalty: 976.522095
	Iteration 234Q: 3 clusters Score -2541177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -2541179.000000 Penalty: 976.522095
	Iteration 235Q: 3 clusters Score -2541179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -2541177.750000 Penalty: 976.522095
	Iteration 236Q: 3 clusters Score -2541178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -2541178.250000 Penalty: 976.522095
	Iteration 237Q: 3 clusters Score -2541178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -2541177.500000 Penalty: 976.522095
	Iteration 238Q: 3 clusters Score -2541178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -2541177.750000 Penalty: 976.522095
	Iteration 239Q: 3 clusters Score -2541178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -2541178.750000 Penalty: 976.522095
	Iteration 240F: 3 clusters Score -2541179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -2541178.750000 Penalty: 976.522095
	Iteration 241Q: 3 clusters Score -2541179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -2541182.500000 Penalty: 976.522095
	Iteration 242Q: 3 clusters Score -2541182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -2541185.250000 Penalty: 976.522095
	Iteration 243Q: 3 clusters Score -2541185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -2541184.750000 Penalty: 976.522095
	Iteration 244Q: 3 clusters Score -2541185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -2541187.250000 Penalty: 976.522095
	Iteration 245Q: 3 clusters Score -2541187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -2541185.750000 Penalty: 976.522095
	Iteration 246Q: 3 clusters Score -2541186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -2541187.250000 Penalty: 976.522095
	Iteration 247Q: 3 clusters Score -2541187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -2541188.000000 Penalty: 976.522095
	Iteration 248Q: 3 clusters Score -2541188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -2541188.000000 Penalty: 976.522095
	Iteration 249F: 3 clusters Score -2541188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (73937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Entering Unmasked Estep 
Score: -4115810.750000 Penalty: 510.099091
	Iteration 0F: 2 clusters Score -4115811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -4065914.500000 Penalty: 1020.198181
	Iteration 0F: 3 clusters Score -4065914 nChanged 36049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -4087030.250000 Penalty: 1020.198181
	Iteration 1F: 3 clusters Score -4087030 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4087505.250000 Penalty: 1020.198181
	Iteration 2Q: 3 clusters Score -4087505 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -4088039.500000 Penalty: 1020.198181
	Iteration 3Q: 3 clusters Score -4088040 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -4088782.500000 Penalty: 1020.198181
	Iteration 4Q: 3 clusters Score -4088782 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -4089979.500000 Penalty: 1020.198181
	Iteration 5Q: 3 clusters Score -4089980 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4092054.500000 Penalty: 1020.198181
	Iteration 6Q: 3 clusters Score -4092054 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4095515.000000 Penalty: 1020.198181
	Iteration 7F: 3 clusters Score -4095515 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4099860.250000 Penalty: 1020.198181
	Iteration 8F: 3 clusters Score -4099860 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -4103582.250000 Penalty: 1020.198181
	Iteration 9F: 3 clusters Score -4103582 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -4105595.750000 Penalty: 1020.198181
	Iteration 10Q: 3 clusters Score -4105596 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -4106658.750000 Penalty: 1020.198181
	Iteration 11Q: 3 clusters Score -4106659 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -4107489.000000 Penalty: 1020.198181
	Iteration 12Q: 3 clusters Score -4107489 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4108297.750000 Penalty: 1020.198181
	Iteration 13Q: 3 clusters Score -4108298 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4109065.250000 Penalty: 1020.198181
	Iteration 14Q: 3 clusters Score -4109065 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4109823.500000 Penalty: 1020.198181
	Iteration 15Q: 3 clusters Score -4109824 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4110532.500000 Penalty: 1020.198181
	Iteration 16Q: 3 clusters Score -4110532 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4111149.000000 Penalty: 1020.198181
	Iteration 17Q: 3 clusters Score -4111149 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4111651.000000 Penalty: 1020.198181
	Iteration 18Q: 3 clusters Score -4111651 nChanged 1022
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4112043 nChanged 877
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4112340 nChanged 682
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Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4112495 nChanged 519
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Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4112599 nChanged 415
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Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4112671 nChanged 324
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Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4112722 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4112783 nChanged 280
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4112836 nChanged 282
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Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4112887 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4112931 nChanged 243
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Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4112968 nChanged 235
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Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4112992 nChanged 257
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Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4113032 nChanged 255
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Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4113065 nChanged 259
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Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4113124 nChanged 279
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Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4113172 nChanged 278
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Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -4113211.500000 Penalty: 1020.198181
	Iteration 35Q: 3 clusters Score -4113212 nChanged 246
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Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4113243 nChanged 221
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Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4113290 nChanged 221
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Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4113335 nChanged 211
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Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4113363 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4113395 nChanged 182
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Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4113409 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -4113403.750000 Penalty: 1020.198181
	Iteration 42Q: 3 clusters Score -4113404 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4113425 nChanged 168
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Mstep: Class 1 contains 59921 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4113469 nChanged 170
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Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4113473 nChanged 166
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Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4113490 nChanged 167
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Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4113510 nChanged 193
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Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4113537 nChanged 172
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Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4113568 nChanged 169
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Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4113589 nChanged 146
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Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4113605 nChanged 141
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Mstep: Class 1 contains 61245 members 
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	Iteration 52Q: 3 clusters Score -4113636 nChanged 149
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Mstep: Class 1 contains 61394 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4113646 nChanged 141
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Mstep: Class 1 contains 61535 members 
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	Iteration 54Q: 3 clusters Score -4113662 nChanged 92
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Mstep: Class 1 contains 61627 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4113671 nChanged 93
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Mstep: Class 1 contains 61720 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4113690 nChanged 82
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Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4113701 nChanged 82
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Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4113713 nChanged 99
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Mstep: Class 1 contains 61983 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4113721 nChanged 116
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Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4113740 nChanged 115
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4113756 nChanged 82
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Mstep: Class 1 contains 62296 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4113763 nChanged 86
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Mstep: Class 1 contains 62382 members 
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	Iteration 63Q: 3 clusters Score -4113780 nChanged 102
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Mstep: Class 1 contains 62484 members 
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	Iteration 64Q: 3 clusters Score -4113782 nChanged 117
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Mstep: Class 1 contains 62601 members 
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	Iteration 65Q: 3 clusters Score -4113800 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62716 members 
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	Iteration 66Q: 3 clusters Score -4113816 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62839 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4113836 nChanged 117
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	Iteration 68Q: 3 clusters Score -4113849 nChanged 136
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Mstep: Class 1 contains 63092 members 
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	Iteration 69Q: 3 clusters Score -4113872 nChanged 146
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Mstep: Class 1 contains 63238 members 
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	Iteration 70Q: 3 clusters Score -4113881 nChanged 141
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Mstep: Class 1 contains 63379 members 
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	Iteration 71Q: 3 clusters Score -4113900 nChanged 138
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	Iteration 72Q: 3 clusters Score -4113922 nChanged 132
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Mstep: Class 1 contains 63649 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4113939 nChanged 122
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	Iteration 74Q: 3 clusters Score -4113952 nChanged 113
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	Iteration 75Q: 3 clusters Score -4113952 nChanged 105
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	Iteration 76Q: 3 clusters Score -4113961 nChanged 119
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Mstep: Class 1 contains 64108 members 
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	Iteration 77Q: 3 clusters Score -4113977 nChanged 142
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Mstep: Class 1 contains 64250 members 
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	Iteration 78Q: 3 clusters Score -4113995 nChanged 141
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Mstep: Class 1 contains 64391 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4114024 nChanged 135
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Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4114038 nChanged 100
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Mstep: Class 1 contains 64626 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4114052 nChanged 98
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Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4114066 nChanged 94
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Mstep: Class 1 contains 64818 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4114083 nChanged 107
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Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 9012 members 
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	Iteration 84Q: 3 clusters Score -4114094 nChanged 108
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Mstep: Class 1 contains 65033 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4114114 nChanged 107
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Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4114118 nChanged 106
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Mstep: Class 1 contains 65246 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4114128 nChanged 96
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Mstep: Class 1 contains 65342 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4114130 nChanged 103
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4114139 nChanged 105
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Mstep: Class 1 contains 65550 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4114162 nChanged 104
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Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4114160 nChanged 97
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Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4114173 nChanged 89
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Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4114169 nChanged 87
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Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4114176 nChanged 69
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Mstep: Class 1 contains 65996 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4114186 nChanged 68
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Mstep: Class 1 contains 66064 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4114197 nChanged 59
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Mstep: Class 1 contains 66123 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4114200 nChanged 61
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Mstep: Class 1 contains 66184 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4114204 nChanged 64
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Mstep: Class 1 contains 66248 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4114199 nChanged 55
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Mstep: Class 1 contains 66303 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4114206 nChanged 36
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Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4114214 nChanged 32
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Mstep: Class 1 contains 66371 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4114216 nChanged 45
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Mstep: Class 1 contains 66416 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4114224 nChanged 36
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4114212 nChanged 59
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4114221 nChanged 60
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4114218 nChanged 71
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4114225 nChanged 86
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4114233 nChanged 72
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Entering Unmasked Estep 
Score: -4114241.500000 Penalty: 1020.198181
	Iteration 109Q: 3 clusters Score -4114242 nChanged 69
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Mstep: Class 1 contains 66865 members 
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Entering Unmasked Estep 
Score: -4114253.500000 Penalty: 1020.198181
	Iteration 110Q: 3 clusters Score -4114254 nChanged 86
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4114256 nChanged 76
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4114276 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4114276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4114279 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67279 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4114282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4114293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4114306 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4114315 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4114317 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4114330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4114343 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4114353 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4114380 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4114400 nChanged 129
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Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4114416 nChanged 127
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Mstep: Class 1 contains 68370 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4114441 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4114464 nChanged 143
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Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4114494 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4114512 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4114536 nChanged 172
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Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4114562 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4114589 nChanged 117
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Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4114596 nChanged 91
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Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4114610 nChanged 86
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Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4114623 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4114650 nChanged 111
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Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4114668 nChanged 104
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Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4114690 nChanged 117
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Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4114710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4114722 nChanged 104
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Mstep: Class 1 contains 70167 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4114738 nChanged 97
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Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4114745 nChanged 104
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Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4114758 nChanged 108
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Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4114786 nChanged 116
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Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4114810 nChanged 97
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Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4114822 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70755 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4114832 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70826 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4114849 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70914 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4114856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4114870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4114881 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4114900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71170 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4114911 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71235 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4114913 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4114929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4114944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71393 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4114954.750000 Penalty: 1020.198181
	Iteration 158Q: 3 clusters Score -4114955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 2497 members 
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	Iteration 159Q: 3 clusters Score -4114959 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -4114972 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 2420 members 
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	Iteration 161Q: 3 clusters Score -4114976 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4114971 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4114975 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4114981 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4114982 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71683 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4114996 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4115002 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4115012 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71838 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4115021.750000 Penalty: 1020.198181
	Iteration 169Q: 3 clusters Score -4115022 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4115034 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4115042.750000 Penalty: 1020.198181
	Iteration 171Q: 3 clusters Score -4115043 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4115040.000000 Penalty: 1020.198181
	Iteration 172Q: 3 clusters Score -4115040 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4115045.750000 Penalty: 1020.198181
	Iteration 173Q: 3 clusters Score -4115046 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4115053.000000 Penalty: 1020.198181
	Iteration 174Q: 3 clusters Score -4115053 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4115054.500000 Penalty: 1020.198181
	Iteration 175Q: 3 clusters Score -4115054 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72045 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4115068.000000 Penalty: 1020.198181
	Iteration 176Q: 3 clusters Score -4115068 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4115077.000000 Penalty: 1020.198181
	Iteration 177Q: 3 clusters Score -4115077 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4115096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4115105.000000 Penalty: 1020.198181
	Iteration 179Q: 3 clusters Score -4115105 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4115114.500000 Penalty: 1020.198181
	Iteration 180F: 3 clusters Score -4115114 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4115117.500000 Penalty: 1020.198181
	Iteration 181Q: 3 clusters Score -4115118 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4115121.250000 Penalty: 1020.198181
	Iteration 182Q: 3 clusters Score -4115121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4115134.250000 Penalty: 1020.198181
	Iteration 183Q: 3 clusters Score -4115134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4115143.000000 Penalty: 1020.198181
	Iteration 184Q: 3 clusters Score -4115143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4115148.750000 Penalty: 1020.198181
	Iteration 185Q: 3 clusters Score -4115149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4115152.500000 Penalty: 1020.198181
	Iteration 186Q: 3 clusters Score -4115152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72392 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4115164.000000 Penalty: 1020.198181
	Iteration 187Q: 3 clusters Score -4115164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72425 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4115171.000000 Penalty: 1020.198181
	Iteration 188Q: 3 clusters Score -4115171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4115180.250000 Penalty: 1020.198181
	Iteration 189Q: 3 clusters Score -4115180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4115193.500000 Penalty: 1020.198181
	Iteration 190Q: 3 clusters Score -4115194 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4115203.250000 Penalty: 1020.198181
	Iteration 191Q: 3 clusters Score -4115203 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72543 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4115207 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72570 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4115213.750000 Penalty: 1020.198181
	Iteration 193Q: 3 clusters Score -4115214 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4115221.750000 Penalty: 1020.198181
	Iteration 194Q: 3 clusters Score -4115222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4115229.250000 Penalty: 1020.198181
	Iteration 195Q: 3 clusters Score -4115229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4115226.750000 Penalty: 1020.198181
	Iteration 196Q: 3 clusters Score -4115227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4115227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72655 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4115231.500000 Penalty: 1020.198181
	Iteration 198Q: 3 clusters Score -4115232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4115233.000000 Penalty: 1020.198181
	Iteration 199Q: 3 clusters Score -4115233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72667 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4115239.500000 Penalty: 1020.198181
	Iteration 200F: 3 clusters Score -4115240 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72675 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4115236.000000 Penalty: 1020.198181
	Iteration 201Q: 3 clusters Score -4115236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4115236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4115237.250000 Penalty: 1020.198181
	Iteration 203Q: 3 clusters Score -4115237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72718 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4115241.500000 Penalty: 1020.198181
	Iteration 204Q: 3 clusters Score -4115242 nChanged 19
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Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4115240 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4115241.250000 Penalty: 1020.198181
	Iteration 206Q: 3 clusters Score -4115241 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72745 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4115242 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72749 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4115237.250000 Penalty: 1020.198181
	Iteration 208Q: 3 clusters Score -4115237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4115237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4115239.750000 Penalty: 1020.198181
	Iteration 210Q: 3 clusters Score -4115240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72763 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4115240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4115240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4115239.750000 Penalty: 1020.198181
	Iteration 213Q: 3 clusters Score -4115240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72768 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4115244.000000 Penalty: 1020.198181
	Iteration 214Q: 3 clusters Score -4115244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4115245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4115246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4115246.000000 Penalty: 1020.198181
	Iteration 217Q: 3 clusters Score -4115246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4115255.250000 Penalty: 1020.198181
	Iteration 218Q: 3 clusters Score -4115255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4115253.250000 Penalty: 1020.198181
	Iteration 219Q: 3 clusters Score -4115253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4115255.250000 Penalty: 1020.198181
	Iteration 220F: 3 clusters Score -4115255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4115253.500000 Penalty: 1020.198181
	Iteration 221Q: 3 clusters Score -4115254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4115249.500000 Penalty: 1020.198181
	Iteration 222Q: 3 clusters Score -4115250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4115252.250000 Penalty: 1020.198181
	Iteration 223Q: 3 clusters Score -4115252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4115253.500000 Penalty: 1020.198181
	Iteration 224Q: 3 clusters Score -4115254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4115251.250000 Penalty: 1020.198181
	Iteration 225Q: 3 clusters Score -4115251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4115253.250000 Penalty: 1020.198181
	Iteration 226Q: 3 clusters Score -4115253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4115252.000000 Penalty: 1020.198181
	Iteration 227Q: 3 clusters Score -4115252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4115256.000000 Penalty: 1020.198181
	Iteration 228Q: 3 clusters Score -4115256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4115257.000000 Penalty: 1020.198181
	Iteration 229Q: 3 clusters Score -4115257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4115255.750000 Penalty: 1020.198181
	Iteration 230Q: 3 clusters Score -4115256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4115264.250000 Penalty: 1020.198181
	Iteration 231Q: 3 clusters Score -4115264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4115267.250000 Penalty: 1020.198181
	Iteration 232Q: 3 clusters Score -4115267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4115267.000000 Penalty: 1020.198181
	Iteration 233Q: 3 clusters Score -4115267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4115269.750000 Penalty: 1020.198181
	Iteration 234Q: 3 clusters Score -4115270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4115268.750000 Penalty: 1020.198181
	Iteration 235Q: 3 clusters Score -4115269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4115265.250000 Penalty: 1020.198181
	Iteration 236Q: 3 clusters Score -4115265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4115265.750000 Penalty: 1020.198181
	Iteration 237Q: 3 clusters Score -4115266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72882 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4115270.750000 Penalty: 1020.198181
	Iteration 238Q: 3 clusters Score -4115271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4115272.500000 Penalty: 1020.198181
	Iteration 239Q: 3 clusters Score -4115272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4115273.750000 Penalty: 1020.198181
	Iteration 240F: 3 clusters Score -4115274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -4115273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4115282.750000 Penalty: 1020.198181
	Iteration 242Q: 3 clusters Score -4115283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72916 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4115279.000000 Penalty: 1020.198181
	Iteration 243Q: 3 clusters Score -4115279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4115280.500000 Penalty: 1020.198181
	Iteration 244Q: 3 clusters Score -4115280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4115277.750000 Penalty: 1020.198181
	Iteration 245Q: 3 clusters Score -4115278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4115285.000000 Penalty: 1020.198181
	Iteration 246Q: 3 clusters Score -4115285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4115285.500000 Penalty: 1020.198181
	Iteration 247Q: 3 clusters Score -4115286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4115285.500000 Penalty: 1020.198181
	Iteration 248Q: 3 clusters Score -4115286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4115289.000000 Penalty: 1020.198181
	Iteration 249Q: 3 clusters Score -4115289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4115289.250000 Penalty: 1020.198181
	Iteration 250Q: 3 clusters Score -4115289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4115287.500000 Penalty: 1020.198181
	Iteration 251Q: 3 clusters Score -4115288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4115289.000000 Penalty: 1020.198181
	Iteration 252Q: 3 clusters Score -4115289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4115289.250000 Penalty: 1020.198181
	Iteration 253Q: 3 clusters Score -4115289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72976 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4115290.250000 Penalty: 1020.198181
	Iteration 254Q: 3 clusters Score -4115290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4115293.250000 Penalty: 1020.198181
	Iteration 255Q: 3 clusters Score -4115293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4115293.750000 Penalty: 1020.198181
	Iteration 256Q: 3 clusters Score -4115294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4115295.250000 Penalty: 1020.198181
	Iteration 257Q: 3 clusters Score -4115295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4115297.750000 Penalty: 1020.198181
	Iteration 258Q: 3 clusters Score -4115298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4115295.500000 Penalty: 1020.198181
	Iteration 259Q: 3 clusters Score -4115296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4115297.750000 Penalty: 1020.198181
	Iteration 260F: 3 clusters Score -4115298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4115297.250000 Penalty: 1020.198181
	Iteration 261Q: 3 clusters Score -4115297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72998 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4115297.500000 Penalty: 1020.198181
	Iteration 262Q: 3 clusters Score -4115298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4115300.500000 Penalty: 1020.198181
	Iteration 263Q: 3 clusters Score -4115300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4115300.500000 Penalty: 1020.198181
	Iteration 264Q: 3 clusters Score -4115300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4115306.250000 Penalty: 1020.198181
	Iteration 265Q: 3 clusters Score -4115306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4115309.750000 Penalty: 1020.198181
	Iteration 266Q: 3 clusters Score -4115310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4115318.000000 Penalty: 1020.198181
	Iteration 267Q: 3 clusters Score -4115318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73077 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4115322.250000 Penalty: 1020.198181
	Iteration 268Q: 3 clusters Score -4115322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4115327.000000 Penalty: 1020.198181
	Iteration 269Q: 3 clusters Score -4115327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4115331.250000 Penalty: 1020.198181
	Iteration 270Q: 3 clusters Score -4115331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4115344.000000 Penalty: 1020.198181
	Iteration 271Q: 3 clusters Score -4115344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73144 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4115356.500000 Penalty: 1020.198181
	Iteration 272Q: 3 clusters Score -4115356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4115366.250000 Penalty: 1020.198181
	Iteration 273Q: 3 clusters Score -4115366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4115370.750000 Penalty: 1020.198181
	Iteration 274Q: 3 clusters Score -4115371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4115386.750000 Penalty: 1020.198181
	Iteration 275Q: 3 clusters Score -4115387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4115393.500000 Penalty: 1020.198181
	Iteration 276Q: 3 clusters Score -4115394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4115393.500000 Penalty: 1020.198181
	Iteration 277Q: 3 clusters Score -4115394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4115400.500000 Penalty: 1020.198181
	Iteration 278Q: 3 clusters Score -4115400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73247 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4115411.250000 Penalty: 1020.198181
	Iteration 279Q: 3 clusters Score -4115411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4115422.500000 Penalty: 1020.198181
	Iteration 280F: 3 clusters Score -4115422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4115421.500000 Penalty: 1020.198181
	Iteration 281Q: 3 clusters Score -4115422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4115420.750000 Penalty: 1020.198181
	Iteration 282Q: 3 clusters Score -4115421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4115418.500000 Penalty: 1020.198181
	Iteration 283Q: 3 clusters Score -4115418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -4115420 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4115419.500000 Penalty: 1020.198181
	Iteration 285F: 3 clusters Score -4115420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (74998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74998 members 
Entering Unmasked Estep 
Score: -3941880.750000 Penalty: 510.747375
	Iteration 0F: 2 clusters Score -3941881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -3891222.500000 Penalty: 1021.494751
	Iteration 0F: 3 clusters Score -3891222 nChanged 36616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -3913166.500000 Penalty: 1021.494751
	Iteration 1F: 3 clusters Score -3913166 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -3914415.500000 Penalty: 1021.494751
	Iteration 2Q: 3 clusters Score -3914416 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -3916498.000000 Penalty: 1021.494751
	Iteration 3Q: 3 clusters Score -3916498 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -3919525.250000 Penalty: 1021.494751
	Iteration 4F: 3 clusters Score -3919525 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -3923343.250000 Penalty: 1021.494751
	Iteration 5F: 3 clusters Score -3923343 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -3927401.750000 Penalty: 1021.494751
	Iteration 6F: 3 clusters Score -3927402 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -3930373.500000 Penalty: 1021.494751
	Iteration 7F: 3 clusters Score -3930374 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -3931529.000000 Penalty: 1021.494751
	Iteration 8Q: 3 clusters Score -3931529 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -3931919.750000 Penalty: 1021.494751
	Iteration 9Q: 3 clusters Score -3931920 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -3932133.250000 Penalty: 1021.494751
	Iteration 10Q: 3 clusters Score -3932133 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -3932263.000000 Penalty: 1021.494751
	Iteration 11Q: 3 clusters Score -3932263 nChanged 752
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -3932368.250000 Penalty: 1021.494751
	Iteration 12Q: 3 clusters Score -3932368 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3932480 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3932584 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3932688 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3932780 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3932867 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3932966 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3933038 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -3933118.250000 Penalty: 1021.494751
	Iteration 20F: 3 clusters Score -3933118 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -3933216.500000 Penalty: 1021.494751
	Iteration 21Q: 3 clusters Score -3933216 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3933315 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -3933442.250000 Penalty: 1021.494751
	Iteration 23Q: 3 clusters Score -3933442 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3933594 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3933715 nChanged 713
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3933838 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3933992 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3934152 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3934304 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3934476 nChanged 763
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3934615 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3934752 nChanged 833
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Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3934912 nChanged 839
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Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3935060 nChanged 753
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Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3935197 nChanged 776
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Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3935343 nChanged 793
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Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3935502 nChanged 789
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Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3935658 nChanged 810
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Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3935846 nChanged 820
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Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3935997 nChanged 845
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Mstep: Class 1 contains 53845 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3936159 nChanged 877
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3936352 nChanged 896
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Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 19380 members 
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	Iteration 43Q: 3 clusters Score -3936571 nChanged 867
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Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3936737 nChanged 833
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Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 17680 members 
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	Iteration 45Q: 3 clusters Score -3936910 nChanged 842
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Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 16838 members 
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	Iteration 46Q: 3 clusters Score -3937110 nChanged 812
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3937292 nChanged 803
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Mstep: Class 1 contains 59775 members 
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	Iteration 48Q: 3 clusters Score -3937445 nChanged 824
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Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3937626 nChanged 826
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Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3937818 nChanged 842
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Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3938034 nChanged 872
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 11859 members 
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	Iteration 52Q: 3 clusters Score -3938261 nChanged 879
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Mstep: Class 1 contains 64018 members 
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	Iteration 53Q: 3 clusters Score -3938502 nChanged 852
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Mstep: Class 1 contains 64870 members 
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	Iteration 54Q: 3 clusters Score -3938744 nChanged 830
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Mstep: Class 1 contains 65700 members 
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	Iteration 55Q: 3 clusters Score -3938986 nChanged 816
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Mstep: Class 1 contains 66516 members 
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	Iteration 56Q: 3 clusters Score -3939236 nChanged 761
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Mstep: Class 1 contains 67277 members 
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	Iteration 57Q: 3 clusters Score -3939482 nChanged 743
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Mstep: Class 1 contains 68020 members 
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	Iteration 58Q: 3 clusters Score -3939675 nChanged 702
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	Iteration 59Q: 3 clusters Score -3939939 nChanged 633
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Mstep: Class 1 contains 69355 members 
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	Iteration 60F: 3 clusters Score -3940131 nChanged 630
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Mstep: Class 1 contains 69985 members 
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	Iteration 61Q: 3 clusters Score -3940350 nChanged 561
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	Iteration 62Q: 3 clusters Score -3940582 nChanged 520
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	Iteration 63Q: 3 clusters Score -3940760 nChanged 487
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	Iteration 64Q: 3 clusters Score -3940921 nChanged 426
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	Iteration 65Q: 3 clusters Score -3941033 nChanged 369
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Mstep: Class 1 contains 72348 members 
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	Iteration 66Q: 3 clusters Score -3941156 nChanged 311
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	Iteration 67Q: 3 clusters Score -3941240 nChanged 283
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	Iteration 68Q: 3 clusters Score -3941309 nChanged 255
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	Iteration 69Q: 3 clusters Score -3941388 nChanged 216
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Mstep: Class 1 contains 73411 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3941452 nChanged 187
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Mstep: Class 2 contains 1400 members 
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	Iteration 71Q: 3 clusters Score -3941502 nChanged 134
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Mstep: Class 1 contains 73732 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3941542 nChanged 109
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Mstep: Class 1 contains 73841 members 
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	Iteration 73Q: 3 clusters Score -3941556 nChanged 78
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3941569 nChanged 60
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Mstep: Class 1 contains 73979 members 
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	Iteration 75Q: 3 clusters Score -3941564 nChanged 46
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	Iteration 76Q: 3 clusters Score -3941561 nChanged 41
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	Iteration 77Q: 3 clusters Score -3941566 nChanged 39
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Mstep: Class 1 contains 74103 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3941576 nChanged 38
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Mstep: Class 1 contains 74141 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3941574 nChanged 28
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Mstep: Class 1 contains 74169 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3941571 nChanged 29
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Mstep: Class 2 contains 800 members 
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	Iteration 81Q: 3 clusters Score -3941575 nChanged 21
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	Iteration 82Q: 3 clusters Score -3941572 nChanged 23
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Mstep: Class 1 contains 74242 members 
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	Iteration 83Q: 3 clusters Score -3941574 nChanged 15
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	Iteration 84Q: 3 clusters Score -3941571 nChanged 20
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	Iteration 85Q: 3 clusters Score -3941581 nChanged 23
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	Iteration 86Q: 3 clusters Score -3941576 nChanged 21
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	Iteration 87Q: 3 clusters Score -3941580 nChanged 16
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	Iteration 88Q: 3 clusters Score -3941581 nChanged 14
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	Iteration 89Q: 3 clusters Score -3941586 nChanged 14
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	Iteration 90Q: 3 clusters Score -3941584 nChanged 11
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	Iteration 91Q: 3 clusters Score -3941588 nChanged 12
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	Iteration 92Q: 3 clusters Score -3941589 nChanged 7
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	Iteration 93Q: 3 clusters Score -3941592 nChanged 6
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	Iteration 94Q: 3 clusters Score -3941597 nChanged 10
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	Iteration 95Q: 3 clusters Score -3941595 nChanged 8
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	Iteration 96Q: 3 clusters Score -3941600 nChanged 5
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	Iteration 97Q: 3 clusters Score -3941605 nChanged 4
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	Iteration 98Q: 3 clusters Score -3941605 nChanged 3
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	Iteration 99Q: 3 clusters Score -3941602 nChanged 4
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	Iteration 100F: 3 clusters Score -3941602 nChanged 6
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	Iteration 101Q: 3 clusters Score -3941606 nChanged 5
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	Iteration 102Q: 3 clusters Score -3941606 nChanged 3
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3941604 nChanged 1
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Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3941602.500000 Penalty: 1021.494751
	Iteration 104Q: 3 clusters Score -3941602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3941605.250000 Penalty: 1021.494751
	Iteration 105Q: 3 clusters Score -3941605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3941606.000000 Penalty: 1021.494751
	Iteration 106Q: 3 clusters Score -3941606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3941603.500000 Penalty: 1021.494751
	Iteration 107Q: 3 clusters Score -3941604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74452 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3941603.500000 Penalty: 1021.494751
	Iteration 108F: 3 clusters Score -3941604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Entering Unmasked Estep 
Score: -64828.375000 Penalty: 325.606049
	Iteration 0F: 2 clusters Score -64828.38 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 654 members 
Entering Unmasked Estep 
Score: -63873.050781 Penalty: 651.212097
	Iteration 0F: 3 clusters Score -63873.05 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -64189.183594 Penalty: 651.212097
	Iteration 1F: 3 clusters Score -64189.18 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -64260.898438 Penalty: 651.212097
	Iteration 2F: 3 clusters Score -64260.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -64305.492188 Penalty: 651.212097
	Iteration 3F: 3 clusters Score -64305.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -64338.460938 Penalty: 651.212097
	Iteration 4Q: 3 clusters Score -64338.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -64361.929688 Penalty: 651.212097
	Iteration 5Q: 3 clusters Score -64361.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -64380.335938 Penalty: 651.212097
	Iteration 6Q: 3 clusters Score -64380.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -64393.613281 Penalty: 651.212097
	Iteration 7Q: 3 clusters Score -64393.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -64406.765625 Penalty: 651.212097
	Iteration 8Q: 3 clusters Score -64406.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -64417.164062 Penalty: 651.212097
	Iteration 9Q: 3 clusters Score -64417.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -64426.730469 Penalty: 651.212097
	Iteration 10Q: 3 clusters Score -64426.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -64438.851562 Penalty: 651.212097
	Iteration 11Q: 3 clusters Score -64438.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -64447.378906 Penalty: 651.212097
	Iteration 12Q: 3 clusters Score -64447.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -64450.644531 Penalty: 651.212097
	Iteration 13Q: 3 clusters Score -64450.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -64453.972656 Penalty: 651.212097
	Iteration 14Q: 3 clusters Score -64453.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -64459.269531 Penalty: 651.212097
	Iteration 15Q: 3 clusters Score -64459.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -64464.503906 Penalty: 651.212097
	Iteration 16Q: 3 clusters Score -64464.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -64468.015625 Penalty: 651.212097
	Iteration 17Q: 3 clusters Score -64468.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -64471.304688 Penalty: 651.212097
	Iteration 18Q: 3 clusters Score -64471.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -64473.687500 Penalty: 651.212097
	Iteration 19Q: 3 clusters Score -64473.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -64477.507812 Penalty: 651.212097
	Iteration 20F: 3 clusters Score -64477.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -64478.785156 Penalty: 651.212097
	Iteration 21Q: 3 clusters Score -64478.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -64481.660156 Penalty: 651.212097
	Iteration 22Q: 3 clusters Score -64481.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -64482.957031 Penalty: 651.212097
	Iteration 23Q: 3 clusters Score -64482.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -64484.937500 Penalty: 651.212097
	Iteration 24Q: 3 clusters Score -64484.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -64487.214844 Penalty: 651.212097
	Iteration 25Q: 3 clusters Score -64487.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -64488.515625 Penalty: 651.212097
	Iteration 26Q: 3 clusters Score -64488.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -64489.000000 Penalty: 651.212097
	Iteration 27Q: 3 clusters Score -64489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -64489.128906 Penalty: 651.212097
	Iteration 28Q: 3 clusters Score -64489.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -64489.128906 Penalty: 651.212097
	Iteration 29F: 3 clusters Score -64489.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Entering Unmasked Estep 
Score: -2361688.750000 Penalty: 489.463287
	Iteration 0F: 2 clusters Score -2361689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -2330312.250000 Penalty: 978.926575
	Iteration 0F: 3 clusters Score -2330312 nChanged 22646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -2344183.500000 Penalty: 978.926575
	Iteration 1F: 3 clusters Score -2344184 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -2345333.750000 Penalty: 978.926575
	Iteration 2Q: 3 clusters Score -2345334 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -2347216.500000 Penalty: 978.926575
	Iteration 3F: 3 clusters Score -2347216 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -2349859.250000 Penalty: 978.926575
	Iteration 4F: 3 clusters Score -2349859 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -2352475.250000 Penalty: 978.926575
	Iteration 5F: 3 clusters Score -2352475 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -2354010.500000 Penalty: 978.926575
	Iteration 6F: 3 clusters Score -2354010 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -2354615.000000 Penalty: 978.926575
	Iteration 7Q: 3 clusters Score -2354615 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -2354947.500000 Penalty: 978.926575
	Iteration 8Q: 3 clusters Score -2354948 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -2355221.750000 Penalty: 978.926575
	Iteration 9Q: 3 clusters Score -2355222 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -2355491.500000 Penalty: 978.926575
	Iteration 10Q: 3 clusters Score -2355492 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -2355800.000000 Penalty: 978.926575
	Iteration 11Q: 3 clusters Score -2355800 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -2356135.250000 Penalty: 978.926575
	Iteration 12Q: 3 clusters Score -2356135 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -2356502.750000 Penalty: 978.926575
	Iteration 13Q: 3 clusters Score -2356503 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -2356916.500000 Penalty: 978.926575
	Iteration 14Q: 3 clusters Score -2356916 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -2357352.750000 Penalty: 978.926575
	Iteration 15Q: 3 clusters Score -2357353 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -2357765.000000 Penalty: 978.926575
	Iteration 16Q: 3 clusters Score -2357765 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -2358196.750000 Penalty: 978.926575
	Iteration 17Q: 3 clusters Score -2358197 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -2358618.250000 Penalty: 978.926575
	Iteration 18Q: 3 clusters Score -2358618 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -2359039.000000 Penalty: 978.926575
	Iteration 19Q: 3 clusters Score -2359039 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -2359429.750000 Penalty: 978.926575
	Iteration 20F: 3 clusters Score -2359430 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -2359800.500000 Penalty: 978.926575
	Iteration 21Q: 3 clusters Score -2359800 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -2360156.750000 Penalty: 978.926575
	Iteration 22Q: 3 clusters Score -2360157 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -2360440.000000 Penalty: 978.926575
	Iteration 23Q: 3 clusters Score -2360440 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -2360683.250000 Penalty: 978.926575
	Iteration 24Q: 3 clusters Score -2360683 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -2360848.500000 Penalty: 978.926575
	Iteration 25Q: 3 clusters Score -2360848 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -2360967.000000 Penalty: 978.926575
	Iteration 26Q: 3 clusters Score -2360967 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -2361062.250000 Penalty: 978.926575
	Iteration 27Q: 3 clusters Score -2361062 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -2361127.750000 Penalty: 978.926575
	Iteration 28Q: 3 clusters Score -2361128 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -2361171.000000 Penalty: 978.926575
	Iteration 29Q: 3 clusters Score -2361171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -2361195.500000 Penalty: 978.926575
	Iteration 30Q: 3 clusters Score -2361196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -2361209.250000 Penalty: 978.926575
	Iteration 31Q: 3 clusters Score -2361209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -2361219.500000 Penalty: 978.926575
	Iteration 32Q: 3 clusters Score -2361220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -2361231.750000 Penalty: 978.926575
	Iteration 33Q: 3 clusters Score -2361232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -2361239.250000 Penalty: 978.926575
	Iteration 34Q: 3 clusters Score -2361239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -2361248.000000 Penalty: 978.926575
	Iteration 35Q: 3 clusters Score -2361248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -2361257.500000 Penalty: 978.926575
	Iteration 36Q: 3 clusters Score -2361258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -2361265.750000 Penalty: 978.926575
	Iteration 37Q: 3 clusters Score -2361266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -2361268.000000 Penalty: 978.926575
	Iteration 38Q: 3 clusters Score -2361268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -2361272.250000 Penalty: 978.926575
	Iteration 39Q: 3 clusters Score -2361272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -2361272.000000 Penalty: 978.926575
	Iteration 40F: 3 clusters Score -2361272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -2361273.750000 Penalty: 978.926575
	Iteration 41Q: 3 clusters Score -2361274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -2361278.000000 Penalty: 978.926575
	Iteration 42Q: 3 clusters Score -2361278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -2361280.250000 Penalty: 978.926575
	Iteration 43Q: 3 clusters Score -2361280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -2361281.750000 Penalty: 978.926575
	Iteration 44Q: 3 clusters Score -2361282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -2361283.000000 Penalty: 978.926575
	Iteration 45Q: 3 clusters Score -2361283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -2361284.000000 Penalty: 978.926575
	Iteration 46Q: 3 clusters Score -2361284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -2361284.000000 Penalty: 978.926575
	Iteration 47Q: 3 clusters Score -2361284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -2361284.250000 Penalty: 978.926575
	Iteration 48Q: 3 clusters Score -2361284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -2361284.250000 Penalty: 978.926575
	Iteration 49F: 3 clusters Score -2361284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (68128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Entering Unmasked Estep 
Score: -3781139.000000 Penalty: 506.376038
	Iteration 0F: 2 clusters Score -3781139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -3735278.000000 Penalty: 1012.752075
	Iteration 0F: 3 clusters Score -3735278 nChanged 33048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -3754939.500000 Penalty: 1012.752075
	Iteration 1F: 3 clusters Score -3754940 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -3756564.750000 Penalty: 1012.752075
	Iteration 2F: 3 clusters Score -3756565 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -3759737.250000 Penalty: 1012.752075
	Iteration 3F: 3 clusters Score -3759737 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -3765158.000000 Penalty: 1012.752075
	Iteration 4F: 3 clusters Score -3765158 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -3772342.750000 Penalty: 1012.752075
	Iteration 5F: 3 clusters Score -3772343 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -3778084.500000 Penalty: 1012.752075
	Iteration 6F: 3 clusters Score -3778084 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -3780193.750000 Penalty: 1012.752075
	Iteration 7Q: 3 clusters Score -3780194 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 68018 members 
Entering Unmasked Estep 
Score: -3780622.750000 Penalty: 1012.752075
	Iteration 8Q: 3 clusters Score -3780623 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 68067 members 
Entering Unmasked Estep 
Score: -3780680.250000 Penalty: 1012.752075
	Iteration 9Q: 3 clusters Score -3780680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -3780715.000000 Penalty: 1012.752075
	Iteration 10Q: 3 clusters Score -3780715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 68067 members 
Entering Unmasked Estep 
Score: -3780726.250000 Penalty: 1012.752075
	Iteration 11Q: 3 clusters Score -3780726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -3780735.250000 Penalty: 1012.752075
	Iteration 12Q: 3 clusters Score -3780735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -3780740.750000 Penalty: 1012.752075
	Iteration 13Q: 3 clusters Score -3780741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -3780745.250000 Penalty: 1012.752075
	Iteration 14Q: 3 clusters Score -3780745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -3780750.000000 Penalty: 1012.752075
	Iteration 15Q: 3 clusters Score -3780750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -3780753.750000 Penalty: 1012.752075
	Iteration 16Q: 3 clusters Score -3780754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -3780753.750000 Penalty: 1012.752075
	Iteration 17F: 3 clusters Score -3780754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Entering Unmasked Estep 
Score: -243087.359375 Penalty: 384.484009
	Iteration 0F: 2 clusters Score -243087.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -239973.343750 Penalty: 768.968018
	Iteration 0F: 3 clusters Score -239973.3 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -241180.453125 Penalty: 768.968018
	Iteration 1F: 3 clusters Score -241180.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -241422.171875 Penalty: 768.968018
	Iteration 2F: 3 clusters Score -241422.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -241628.343750 Penalty: 768.968018
	Iteration 3F: 3 clusters Score -241628.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -241828.937500 Penalty: 768.968018
	Iteration 4F: 3 clusters Score -241828.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -242011.156250 Penalty: 768.968018
	Iteration 5F: 3 clusters Score -242011.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -242136.125000 Penalty: 768.968018
	Iteration 6Q: 3 clusters Score -242136.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -242211.125000 Penalty: 768.968018
	Iteration 7Q: 3 clusters Score -242211.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -242252.218750 Penalty: 768.968018
	Iteration 8Q: 3 clusters Score -242252.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -242280.906250 Penalty: 768.968018
	Iteration 9Q: 3 clusters Score -242280.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -242307.984375 Penalty: 768.968018
	Iteration 10Q: 3 clusters Score -242308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -242338.625000 Penalty: 768.968018
	Iteration 11Q: 3 clusters Score -242338.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -242364.609375 Penalty: 768.968018
	Iteration 12Q: 3 clusters Score -242364.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -242389.953125 Penalty: 768.968018
	Iteration 13Q: 3 clusters Score -242390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -242424.921875 Penalty: 768.968018
	Iteration 14Q: 3 clusters Score -242424.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -242463.640625 Penalty: 768.968018
	Iteration 15Q: 3 clusters Score -242463.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -242517.296875 Penalty: 768.968018
	Iteration 16Q: 3 clusters Score -242517.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -242564.859375 Penalty: 768.968018
	Iteration 17Q: 3 clusters Score -242564.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -242608.828125 Penalty: 768.968018
	Iteration 18Q: 3 clusters Score -242608.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -242651.187500 Penalty: 768.968018
	Iteration 19Q: 3 clusters Score -242651.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -242678.359375 Penalty: 768.968018
	Iteration 20F: 3 clusters Score -242678.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -242703.046875 Penalty: 768.968018
	Iteration 21Q: 3 clusters Score -242703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -242730.281250 Penalty: 768.968018
	Iteration 22Q: 3 clusters Score -242730.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -242761.984375 Penalty: 768.968018
	Iteration 23Q: 3 clusters Score -242762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -242801.015625 Penalty: 768.968018
	Iteration 24Q: 3 clusters Score -242801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -242823.203125 Penalty: 768.968018
	Iteration 25Q: 3 clusters Score -242823.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -242838.859375 Penalty: 768.968018
	Iteration 26Q: 3 clusters Score -242838.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -242851.000000 Penalty: 768.968018
	Iteration 27Q: 3 clusters Score -242851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -242856.453125 Penalty: 768.968018
	Iteration 28Q: 3 clusters Score -242856.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -242865.078125 Penalty: 768.968018
	Iteration 29Q: 3 clusters Score -242865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -242871.484375 Penalty: 768.968018
	Iteration 30Q: 3 clusters Score -242871.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -242883.062500 Penalty: 768.968018
	Iteration 31Q: 3 clusters Score -242883.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -242890.921875 Penalty: 768.968018
	Iteration 32Q: 3 clusters Score -242890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -242896.734375 Penalty: 768.968018
	Iteration 33Q: 3 clusters Score -242896.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -242904.250000 Penalty: 768.968018
	Iteration 34Q: 3 clusters Score -242904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -242909.375000 Penalty: 768.968018
	Iteration 35Q: 3 clusters Score -242909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -242911.312500 Penalty: 768.968018
	Iteration 36Q: 3 clusters Score -242911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -242912.609375 Penalty: 768.968018
	Iteration 37Q: 3 clusters Score -242912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -242914.125000 Penalty: 768.968018
	Iteration 38Q: 3 clusters Score -242914.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -242914.859375 Penalty: 768.968018
	Iteration 39Q: 3 clusters Score -242914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -242916.359375 Penalty: 768.968018
	Iteration 40F: 3 clusters Score -242916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -242920.359375 Penalty: 768.968018
	Iteration 41Q: 3 clusters Score -242920.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -242923.234375 Penalty: 768.968018
	Iteration 42Q: 3 clusters Score -242923.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -242926.171875 Penalty: 768.968018
	Iteration 43Q: 3 clusters Score -242926.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -242929.437500 Penalty: 768.968018
	Iteration 44Q: 3 clusters Score -242929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -242931.093750 Penalty: 768.968018
	Iteration 45Q: 3 clusters Score -242931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -242931.093750 Penalty: 768.968018
	Iteration 46F: 3 clusters Score -242931.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (157644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157644 members 
Entering Unmasked Estep 
Score: -8186526.500000 Penalty: 544.548340
	Iteration 0F: 2 clusters Score -8186526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -8080391.000000 Penalty: 1089.096680
	Iteration 0F: 3 clusters Score -8080391 nChanged 77293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -8130264.500000 Penalty: 1089.096680
	Iteration 1F: 3 clusters Score -8130264 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -8135543.000000 Penalty: 1089.096680
	Iteration 2F: 3 clusters Score -8135543 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113800 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -8144196.500000 Penalty: 1089.096680
	Iteration 3F: 3 clusters Score -8144196 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126042 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -8155668.500000 Penalty: 1089.096680
	Iteration 4F: 3 clusters Score -8155668 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136433 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -8166127.500000 Penalty: 1089.096680
	Iteration 5F: 3 clusters Score -8166128 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -8172875.000000 Penalty: 1089.096680
	Iteration 6Q: 3 clusters Score -8172875 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147192 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -8177159.500000 Penalty: 1089.096680
	Iteration 7Q: 3 clusters Score -8177160 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149974 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -8180009.500000 Penalty: 1089.096680
	Iteration 8Q: 3 clusters Score -8180010 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152135 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -8182038.500000 Penalty: 1089.096680
	Iteration 9Q: 3 clusters Score -8182038 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153814 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -8183451.500000 Penalty: 1089.096680
	Iteration 10Q: 3 clusters Score -8183452 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155091 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8184439.000000 Penalty: 1089.096680
	Iteration 11Q: 3 clusters Score -8184439 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156014 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8185073.500000 Penalty: 1089.096680
	Iteration 12Q: 3 clusters Score -8185074 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156599 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8185471.000000 Penalty: 1089.096680
	Iteration 13Q: 3 clusters Score -8185471 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156970 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8185728.500000 Penalty: 1089.096680
	Iteration 14Q: 3 clusters Score -8185728 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157213 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8185873.000000 Penalty: 1089.096680
	Iteration 15Q: 3 clusters Score -8185873 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8185957.000000 Penalty: 1089.096680
	Iteration 16Q: 3 clusters Score -8185957 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8186000.500000 Penalty: 1089.096680
	Iteration 17Q: 3 clusters Score -8186000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8186016.500000 Penalty: 1089.096680
	Iteration 18Q: 3 clusters Score -8186016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8186046.500000 Penalty: 1089.096680
	Iteration 19Q: 3 clusters Score -8186046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157483 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8186070.500000 Penalty: 1089.096680
	Iteration 20F: 3 clusters Score -8186070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157490 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8186086.000000 Penalty: 1089.096680
	Iteration 21Q: 3 clusters Score -8186086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8186100.500000 Penalty: 1089.096680
	Iteration 22Q: 3 clusters Score -8186100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157499 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8186103.500000 Penalty: 1089.096680
	Iteration 23Q: 3 clusters Score -8186104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157503 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8186106.000000 Penalty: 1089.096680
	Iteration 24Q: 3 clusters Score -8186106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157504 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8186109.000000 Penalty: 1089.096680
	Iteration 25Q: 3 clusters Score -8186109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157504 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8186109.000000 Penalty: 1089.096680
	Iteration 26F: 3 clusters Score -8186109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Entering Unmasked Estep 
Score: -3999339.500000 Penalty: 510.408783
	Iteration 0F: 2 clusters Score -3999340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -3949129.750000 Penalty: 1020.817566
	Iteration 0F: 3 clusters Score -3949130 nChanged 36365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -3971176.000000 Penalty: 1020.817566
	Iteration 1F: 3 clusters Score -3971176 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -3971659.250000 Penalty: 1020.817566
	Iteration 2Q: 3 clusters Score -3971659 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -3972269.750000 Penalty: 1020.817566
	Iteration 3Q: 3 clusters Score -3972270 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -3973271.500000 Penalty: 1020.817566
	Iteration 4Q: 3 clusters Score -3973272 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -3975019.250000 Penalty: 1020.817566
	Iteration 5Q: 3 clusters Score -3975019 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -3977854.750000 Penalty: 1020.817566
	Iteration 6F: 3 clusters Score -3977855 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -3981790.750000 Penalty: 1020.817566
	Iteration 7F: 3 clusters Score -3981791 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -3985783.250000 Penalty: 1020.817566
	Iteration 8F: 3 clusters Score -3985783 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -3988799.000000 Penalty: 1020.817566
	Iteration 9F: 3 clusters Score -3988799 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -3990582.250000 Penalty: 1020.817566
	Iteration 10Q: 3 clusters Score -3990582 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -3991593.500000 Penalty: 1020.817566
	Iteration 11Q: 3 clusters Score -3991594 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -3992349.000000 Penalty: 1020.817566
	Iteration 12Q: 3 clusters Score -3992349 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -3993021.750000 Penalty: 1020.817566
	Iteration 13Q: 3 clusters Score -3993022 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -3993622.500000 Penalty: 1020.817566
	Iteration 14Q: 3 clusters Score -3993622 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 64486 members 
Entering Unmasked Estep 
Score: -3994179.000000 Penalty: 1020.817566
	Iteration 15Q: 3 clusters Score -3994179 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -3994672.250000 Penalty: 1020.817566
	Iteration 16Q: 3 clusters Score -3994672 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -3995161.500000 Penalty: 1020.817566
	Iteration 17Q: 3 clusters Score -3995162 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -3995605.500000 Penalty: 1020.817566
	Iteration 18Q: 3 clusters Score -3995606 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 68020 members 
Entering Unmasked Estep 
Score: -3996057.500000 Penalty: 1020.817566
	Iteration 19Q: 3 clusters Score -3996058 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -3996457.500000 Penalty: 1020.817566
	Iteration 20F: 3 clusters Score -3996458 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 69354 members 
Entering Unmasked Estep 
Score: -3996800.000000 Penalty: 1020.817566
	Iteration 21Q: 3 clusters Score -3996800 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 69908 members 
Entering Unmasked Estep 
Score: -3997084.000000 Penalty: 1020.817566
	Iteration 22Q: 3 clusters Score -3997084 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
Score: -3997363.750000 Penalty: 1020.817566
	Iteration 23Q: 3 clusters Score -3997364 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -3997614.750000 Penalty: 1020.817566
	Iteration 24Q: 3 clusters Score -3997615 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -3997832.750000 Penalty: 1020.817566
	Iteration 25Q: 3 clusters Score -3997833 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -3998015.250000 Penalty: 1020.817566
	Iteration 26Q: 3 clusters Score -3998015 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -3998141.000000 Penalty: 1020.817566
	Iteration 27Q: 3 clusters Score -3998141 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -3998219.000000 Penalty: 1020.817566
	Iteration 28Q: 3 clusters Score -3998219 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 72414 members 
Entering Unmasked Estep 
Score: -3998301.500000 Penalty: 1020.817566
	Iteration 29Q: 3 clusters Score -3998302 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -3998384.000000 Penalty: 1020.817566
	Iteration 30Q: 3 clusters Score -3998384 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -3998426.750000 Penalty: 1020.817566
	Iteration 31Q: 3 clusters Score -3998427 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 72932 members 
Entering Unmasked Estep 
Score: -3998483.500000 Penalty: 1020.817566
	Iteration 32Q: 3 clusters Score -3998484 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -3998540.750000 Penalty: 1020.817566
	Iteration 33Q: 3 clusters Score -3998541 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -3998577.250000 Penalty: 1020.817566
	Iteration 34Q: 3 clusters Score -3998577 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 73330 members 
Entering Unmasked Estep 
Score: -3998614.250000 Penalty: 1020.817566
	Iteration 35Q: 3 clusters Score -3998614 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -3998641.500000 Penalty: 1020.817566
	Iteration 36Q: 3 clusters Score -3998642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -3998665.500000 Penalty: 1020.817566
	Iteration 37Q: 3 clusters Score -3998666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -3998693.000000 Penalty: 1020.817566
	Iteration 38Q: 3 clusters Score -3998693 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -3998724.500000 Penalty: 1020.817566
	Iteration 39Q: 3 clusters Score -3998724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -3998756.250000 Penalty: 1020.817566
	Iteration 40F: 3 clusters Score -3998756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -3998776.750000 Penalty: 1020.817566
	Iteration 41Q: 3 clusters Score -3998777 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -3998796.750000 Penalty: 1020.817566
	Iteration 42Q: 3 clusters Score -3998797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -3998806.750000 Penalty: 1020.817566
	Iteration 43Q: 3 clusters Score -3998807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -3998811.250000 Penalty: 1020.817566
	Iteration 44Q: 3 clusters Score -3998811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -3998824.250000 Penalty: 1020.817566
	Iteration 45Q: 3 clusters Score -3998824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -3998827.000000 Penalty: 1020.817566
	Iteration 46Q: 3 clusters Score -3998827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 73981 members 
Entering Unmasked Estep 
Score: -3998832.250000 Penalty: 1020.817566
	Iteration 47Q: 3 clusters Score -3998832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 73995 members 
Entering Unmasked Estep 
Score: -3998830.250000 Penalty: 1020.817566
	Iteration 48Q: 3 clusters Score -3998830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 74006 members 
Entering Unmasked Estep 
Score: -3998829.500000 Penalty: 1020.817566
	Iteration 49Q: 3 clusters Score -3998830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -3998836.750000 Penalty: 1020.817566
	Iteration 50Q: 3 clusters Score -3998837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -3998846.750000 Penalty: 1020.817566
	Iteration 51Q: 3 clusters Score -3998847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -3998855.250000 Penalty: 1020.817566
	Iteration 52Q: 3 clusters Score -3998855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -3998860.500000 Penalty: 1020.817566
	Iteration 53Q: 3 clusters Score -3998860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -3998864.250000 Penalty: 1020.817566
	Iteration 54Q: 3 clusters Score -3998864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -3998868.500000 Penalty: 1020.817566
	Iteration 55Q: 3 clusters Score -3998868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -3998883.750000 Penalty: 1020.817566
	Iteration 56Q: 3 clusters Score -3998884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -3998889.000000 Penalty: 1020.817566
	Iteration 57Q: 3 clusters Score -3998889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 74121 members 
Entering Unmasked Estep 
Score: -3998892.500000 Penalty: 1020.817566
	Iteration 58Q: 3 clusters Score -3998892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -3998895.500000 Penalty: 1020.817566
	Iteration 59Q: 3 clusters Score -3998896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 74133 members 
Entering Unmasked Estep 
Score: -3998902.000000 Penalty: 1020.817566
	Iteration 60F: 3 clusters Score -3998902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -3998907.750000 Penalty: 1020.817566
	Iteration 61Q: 3 clusters Score -3998908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -3998904.500000 Penalty: 1020.817566
	Iteration 62Q: 3 clusters Score -3998904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -3998905.000000 Penalty: 1020.817566
	Iteration 63Q: 3 clusters Score -3998905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -3998905.000000 Penalty: 1020.817566
	Iteration 64F: 3 clusters Score -3998905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -286517.781250 Penalty: 392.329834
	Iteration 0F: 2 clusters Score -286517.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -282764.593750 Penalty: 784.659668
	Iteration 0F: 3 clusters Score -282764.6 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -284106.437500 Penalty: 784.659668
	Iteration 1F: 3 clusters Score -284106.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -284244.656250 Penalty: 784.659668
	Iteration 2F: 3 clusters Score -284244.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -284377.968750 Penalty: 784.659668
	Iteration 3F: 3 clusters Score -284378 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -284542.375000 Penalty: 784.659668
	Iteration 4F: 3 clusters Score -284542.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -284722.031250 Penalty: 784.659668
	Iteration 5F: 3 clusters Score -284722 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -284930.187500 Penalty: 784.659668
	Iteration 6F: 3 clusters Score -284930.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -285138.781250 Penalty: 784.659668
	Iteration 7F: 3 clusters Score -285138.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -285312.125000 Penalty: 784.659668
	Iteration 8Q: 3 clusters Score -285312.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -285443.000000 Penalty: 784.659668
	Iteration 9Q: 3 clusters Score -285443 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -285526.062500 Penalty: 784.659668
	Iteration 10Q: 3 clusters Score -285526.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -285589.968750 Penalty: 784.659668
	Iteration 11Q: 3 clusters Score -285590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -285667.062500 Penalty: 784.659668
	Iteration 12Q: 3 clusters Score -285667.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -285758.031250 Penalty: 784.659668
	Iteration 13Q: 3 clusters Score -285758 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -285834.812500 Penalty: 784.659668
	Iteration 14Q: 3 clusters Score -285834.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -285913.000000 Penalty: 784.659668
	Iteration 15Q: 3 clusters Score -285913 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -285989.093750 Penalty: 784.659668
	Iteration 16Q: 3 clusters Score -285989.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -286043.062500 Penalty: 784.659668
	Iteration 17Q: 3 clusters Score -286043.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -286074.906250 Penalty: 784.659668
	Iteration 18Q: 3 clusters Score -286074.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -286104.062500 Penalty: 784.659668
	Iteration 19Q: 3 clusters Score -286104.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -286133.812500 Penalty: 784.659668
	Iteration 20F: 3 clusters Score -286133.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -286162.843750 Penalty: 784.659668
	Iteration 21Q: 3 clusters Score -286162.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -286194.875000 Penalty: 784.659668
	Iteration 22Q: 3 clusters Score -286194.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -286224.906250 Penalty: 784.659668
	Iteration 23Q: 3 clusters Score -286224.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -286256.531250 Penalty: 784.659668
	Iteration 24Q: 3 clusters Score -286256.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -286292.625000 Penalty: 784.659668
	Iteration 25Q: 3 clusters Score -286292.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -286324.500000 Penalty: 784.659668
	Iteration 26Q: 3 clusters Score -286324.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -286349.031250 Penalty: 784.659668
	Iteration 27Q: 3 clusters Score -286349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -286371.812500 Penalty: 784.659668
	Iteration 28Q: 3 clusters Score -286371.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -286386.781250 Penalty: 784.659668
	Iteration 29Q: 3 clusters Score -286386.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -286394.593750 Penalty: 784.659668
	Iteration 30Q: 3 clusters Score -286394.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -286401.468750 Penalty: 784.659668
	Iteration 31Q: 3 clusters Score -286401.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -286404.468750 Penalty: 784.659668
	Iteration 32Q: 3 clusters Score -286404.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -286408.031250 Penalty: 784.659668
	Iteration 33Q: 3 clusters Score -286408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -286409.656250 Penalty: 784.659668
	Iteration 34Q: 3 clusters Score -286409.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -286411.437500 Penalty: 784.659668
	Iteration 35Q: 3 clusters Score -286411.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -286412.375000 Penalty: 784.659668
	Iteration 36Q: 3 clusters Score -286412.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -286413.031250 Penalty: 784.659668
	Iteration 37Q: 3 clusters Score -286413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -286413.906250 Penalty: 784.659668
	Iteration 38Q: 3 clusters Score -286413.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -286414.875000 Penalty: 784.659668
	Iteration 39Q: 3 clusters Score -286414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -286414.375000 Penalty: 784.659668
	Iteration 40F: 3 clusters Score -286414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -286414.937500 Penalty: 784.659668
	Iteration 41Q: 3 clusters Score -286414.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -286415.875000 Penalty: 784.659668
	Iteration 42Q: 3 clusters Score -286415.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -286416.093750 Penalty: 784.659668
	Iteration 43Q: 3 clusters Score -286416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -286416.343750 Penalty: 784.659668
	Iteration 44Q: 3 clusters Score -286416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -286416.375000 Penalty: 784.659668
	Iteration 45Q: 3 clusters Score -286416.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -286417.750000 Penalty: 784.659668
	Iteration 46Q: 3 clusters Score -286417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -286417.937500 Penalty: 784.659668
	Iteration 47Q: 3 clusters Score -286417.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -286418.625000 Penalty: 784.659668
	Iteration 48Q: 3 clusters Score -286418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -286419.437500 Penalty: 784.659668
	Iteration 49Q: 3 clusters Score -286419.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -286419.812500 Penalty: 784.659668
	Iteration 50Q: 3 clusters Score -286419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -286420.000000 Penalty: 784.659668
	Iteration 51Q: 3 clusters Score -286420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -286420.125000 Penalty: 784.659668
	Iteration 52Q: 3 clusters Score -286420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -286420.500000 Penalty: 784.659668
	Iteration 53Q: 3 clusters Score -286420.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -286420.906250 Penalty: 784.659668
	Iteration 54Q: 3 clusters Score -286420.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -286421.312500 Penalty: 784.659668
	Iteration 55Q: 3 clusters Score -286421.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -286421.343750 Penalty: 784.659668
	Iteration 56Q: 3 clusters Score -286421.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -286421.812500 Penalty: 784.659668
	Iteration 57Q: 3 clusters Score -286421.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -286422.468750 Penalty: 784.659668
	Iteration 58Q: 3 clusters Score -286422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -286422.531250 Penalty: 784.659668
	Iteration 59Q: 3 clusters Score -286422.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -286422.656250 Penalty: 784.659668
	Iteration 60F: 3 clusters Score -286422.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -286423.343750 Penalty: 784.659668
	Iteration 61Q: 3 clusters Score -286423.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -286425.250000 Penalty: 784.659668
	Iteration 62Q: 3 clusters Score -286425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -286425.593750 Penalty: 784.659668
	Iteration 63Q: 3 clusters Score -286425.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -286425.781250 Penalty: 784.659668
	Iteration 64Q: 3 clusters Score -286425.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -286426.500000 Penalty: 784.659668
	Iteration 65Q: 3 clusters Score -286426.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -286426.937500 Penalty: 784.659668
	Iteration 66Q: 3 clusters Score -286426.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -286426.781250 Penalty: 784.659668
	Iteration 67Q: 3 clusters Score -286426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -286427.187500 Penalty: 784.659668
	Iteration 68Q: 3 clusters Score -286427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -286427.031250 Penalty: 784.659668
	Iteration 69Q: 3 clusters Score -286427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -286427.000000 Penalty: 784.659668
	Iteration 70Q: 3 clusters Score -286427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -286427.218750 Penalty: 784.659668
	Iteration 71Q: 3 clusters Score -286427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -286427.781250 Penalty: 784.659668
	Iteration 72Q: 3 clusters Score -286427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -286427.156250 Penalty: 784.659668
	Iteration 73Q: 3 clusters Score -286427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -286428.406250 Penalty: 784.659668
	Iteration 74Q: 3 clusters Score -286428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -286428.468750 Penalty: 784.659668
	Iteration 75Q: 3 clusters Score -286428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -286428.125000 Penalty: 784.659668
	Iteration 76Q: 3 clusters Score -286428.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -286429.562500 Penalty: 784.659668
	Iteration 77Q: 3 clusters Score -286429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -286429.718750 Penalty: 784.659668
	Iteration 78Q: 3 clusters Score -286429.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -286429.750000 Penalty: 784.659668
	Iteration 79Q: 3 clusters Score -286429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -286429.906250 Penalty: 784.659668
	Iteration 80F: 3 clusters Score -286429.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Entering Unmasked Estep 
Score: -792231.125000 Penalty: 438.070892
	Iteration 0F: 2 clusters Score -792231.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -782049.250000 Penalty: 876.141785
	Iteration 0F: 3 clusters Score -782049.2 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -786228.000000 Penalty: 876.141785
	Iteration 1F: 3 clusters Score -786228 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -786399.062500 Penalty: 876.141785
	Iteration 2Q: 3 clusters Score -786399.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -786592.437500 Penalty: 876.141785
	Iteration 3Q: 3 clusters Score -786592.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -786879.375000 Penalty: 876.141785
	Iteration 4Q: 3 clusters Score -786879.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -787359.750000 Penalty: 876.141785
	Iteration 5F: 3 clusters Score -787359.8 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -788092.187500 Penalty: 876.141785
	Iteration 6F: 3 clusters Score -788092.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -788967.062500 Penalty: 876.141785
	Iteration 7F: 3 clusters Score -788967.1 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -789715.875000 Penalty: 876.141785
	Iteration 8F: 3 clusters Score -789715.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -790140.312500 Penalty: 876.141785
	Iteration 9Q: 3 clusters Score -790140.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -790391.562500 Penalty: 876.141785
	Iteration 10Q: 3 clusters Score -790391.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -790574.625000 Penalty: 876.141785
	Iteration 11Q: 3 clusters Score -790574.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -790722.562500 Penalty: 876.141785
	Iteration 12Q: 3 clusters Score -790722.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -790853.125000 Penalty: 876.141785
	Iteration 13Q: 3 clusters Score -790853.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -790972.500000 Penalty: 876.141785
	Iteration 14Q: 3 clusters Score -790972.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -791085.625000 Penalty: 876.141785
	Iteration 15Q: 3 clusters Score -791085.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -791179.062500 Penalty: 876.141785
	Iteration 16Q: 3 clusters Score -791179.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -791252.312500 Penalty: 876.141785
	Iteration 17Q: 3 clusters Score -791252.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -791329.937500 Penalty: 876.141785
	Iteration 18Q: 3 clusters Score -791329.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -791401.062500 Penalty: 876.141785
	Iteration 19Q: 3 clusters Score -791401.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -791455.687500 Penalty: 876.141785
	Iteration 20F: 3 clusters Score -791455.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -791510.437500 Penalty: 876.141785
	Iteration 21Q: 3 clusters Score -791510.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -791566.437500 Penalty: 876.141785
	Iteration 22Q: 3 clusters Score -791566.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -791619.312500 Penalty: 876.141785
	Iteration 23Q: 3 clusters Score -791619.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -791665.375000 Penalty: 876.141785
	Iteration 24Q: 3 clusters Score -791665.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -791711.375000 Penalty: 876.141785
	Iteration 25Q: 3 clusters Score -791711.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -791758.312500 Penalty: 876.141785
	Iteration 26Q: 3 clusters Score -791758.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -791794.562500 Penalty: 876.141785
	Iteration 27Q: 3 clusters Score -791794.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -791827.000000 Penalty: 876.141785
	Iteration 28Q: 3 clusters Score -791827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -791849.187500 Penalty: 876.141785
	Iteration 29Q: 3 clusters Score -791849.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -791869.437500 Penalty: 876.141785
	Iteration 30Q: 3 clusters Score -791869.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -791882.375000 Penalty: 876.141785
	Iteration 31Q: 3 clusters Score -791882.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -791902.250000 Penalty: 876.141785
	Iteration 32Q: 3 clusters Score -791902.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -791917.437500 Penalty: 876.141785
	Iteration 33Q: 3 clusters Score -791917.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -791925.125000 Penalty: 876.141785
	Iteration 34Q: 3 clusters Score -791925.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -791930.937500 Penalty: 876.141785
	Iteration 35Q: 3 clusters Score -791930.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -791937.250000 Penalty: 876.141785
	Iteration 36Q: 3 clusters Score -791937.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -791941.875000 Penalty: 876.141785
	Iteration 37Q: 3 clusters Score -791941.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -791945.250000 Penalty: 876.141785
	Iteration 38Q: 3 clusters Score -791945.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -791948.937500 Penalty: 876.141785
	Iteration 39Q: 3 clusters Score -791948.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -791954.937500 Penalty: 876.141785
	Iteration 40F: 3 clusters Score -791954.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -791958.500000 Penalty: 876.141785
	Iteration 41Q: 3 clusters Score -791958.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -791963.062500 Penalty: 876.141785
	Iteration 42Q: 3 clusters Score -791963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -791966.312500 Penalty: 876.141785
	Iteration 43Q: 3 clusters Score -791966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -791966.000000 Penalty: 876.141785
	Iteration 44Q: 3 clusters Score -791966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -791969.937500 Penalty: 876.141785
	Iteration 45Q: 3 clusters Score -791969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -791972.062500 Penalty: 876.141785
	Iteration 46Q: 3 clusters Score -791972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -791971.500000 Penalty: 876.141785
	Iteration 47Q: 3 clusters Score -791971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -791971.875000 Penalty: 876.141785
	Iteration 48Q: 3 clusters Score -791971.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -791971.875000 Penalty: 876.141785
	Iteration 49F: 3 clusters Score -791971.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -60525.777344 Penalty: 324.455902
	Iteration 0F: 2 clusters Score -60525.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -59544.472656 Penalty: 648.911804
	Iteration 0F: 3 clusters Score -59544.47 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -59816.589844 Penalty: 648.911804
	Iteration 1F: 3 clusters Score -59816.59 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -59862.074219 Penalty: 648.911804
	Iteration 2F: 3 clusters Score -59862.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -59883.730469 Penalty: 648.911804
	Iteration 3Q: 3 clusters Score -59883.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -59899.625000 Penalty: 648.911804
	Iteration 4Q: 3 clusters Score -59899.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -59918.179688 Penalty: 648.911804
	Iteration 5Q: 3 clusters Score -59918.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -59930.183594 Penalty: 648.911804
	Iteration 6Q: 3 clusters Score -59930.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -59935.964844 Penalty: 648.911804
	Iteration 7Q: 3 clusters Score -59935.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -59942.179688 Penalty: 648.911804
	Iteration 8Q: 3 clusters Score -59942.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -59949.324219 Penalty: 648.911804
	Iteration 9Q: 3 clusters Score -59949.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -59957.015625 Penalty: 648.911804
	Iteration 10Q: 3 clusters Score -59957.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -59969.835938 Penalty: 648.911804
	Iteration 11Q: 3 clusters Score -59969.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -59981.320312 Penalty: 648.911804
	Iteration 12Q: 3 clusters Score -59981.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -60000.773438 Penalty: 648.911804
	Iteration 13Q: 3 clusters Score -60000.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -60024.000000 Penalty: 648.911804
	Iteration 14Q: 3 clusters Score -60024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -60048.375000 Penalty: 648.911804
	Iteration 15Q: 3 clusters Score -60048.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -60078.507812 Penalty: 648.911804
	Iteration 16Q: 3 clusters Score -60078.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -60109.597656 Penalty: 648.911804
	Iteration 17Q: 3 clusters Score -60109.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -60121.765625 Penalty: 648.911804
	Iteration 18Q: 3 clusters Score -60121.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -60130.992188 Penalty: 648.911804
	Iteration 19Q: 3 clusters Score -60130.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -60136.757812 Penalty: 648.911804
	Iteration 20F: 3 clusters Score -60136.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -60147.902344 Penalty: 648.911804
	Iteration 21Q: 3 clusters Score -60147.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -60161.222656 Penalty: 648.911804
	Iteration 22Q: 3 clusters Score -60161.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -60177.656250 Penalty: 648.911804
	Iteration 23Q: 3 clusters Score -60177.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -60188.851562 Penalty: 648.911804
	Iteration 24Q: 3 clusters Score -60188.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -60202.777344 Penalty: 648.911804
	Iteration 25Q: 3 clusters Score -60202.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -60217.125000 Penalty: 648.911804
	Iteration 26Q: 3 clusters Score -60217.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -60228.730469 Penalty: 648.911804
	Iteration 27Q: 3 clusters Score -60228.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -60246.675781 Penalty: 648.911804
	Iteration 28Q: 3 clusters Score -60246.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -60258.300781 Penalty: 648.911804
	Iteration 29Q: 3 clusters Score -60258.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -60264.968750 Penalty: 648.911804
	Iteration 30Q: 3 clusters Score -60264.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -60268.734375 Penalty: 648.911804
	Iteration 31Q: 3 clusters Score -60268.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -60269.703125 Penalty: 648.911804
	Iteration 32Q: 3 clusters Score -60269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -60269.835938 Penalty: 648.911804
	Iteration 33Q: 3 clusters Score -60269.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -60269.835938 Penalty: 648.911804
	Iteration 34F: 3 clusters Score -60269.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Entering Unmasked Estep 
Score: -497131.156250 Penalty: 413.906036
	Iteration 0F: 2 clusters Score -497131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -491133.718750 Penalty: 827.812073
	Iteration 0F: 3 clusters Score -491133.7 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -493626.187500 Penalty: 827.812073
	Iteration 1F: 3 clusters Score -493626.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -493930.812500 Penalty: 827.812073
	Iteration 2F: 3 clusters Score -493930.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -494332.500000 Penalty: 827.812073
	Iteration 3F: 3 clusters Score -494332.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -494790.562500 Penalty: 827.812073
	Iteration 4F: 3 clusters Score -494790.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -495249.625000 Penalty: 827.812073
	Iteration 5F: 3 clusters Score -495249.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -495665.718750 Penalty: 827.812073
	Iteration 6F: 3 clusters Score -495665.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -496004.625000 Penalty: 827.812073
	Iteration 7Q: 3 clusters Score -496004.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -496245.812500 Penalty: 827.812073
	Iteration 8Q: 3 clusters Score -496245.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -496425.843750 Penalty: 827.812073
	Iteration 9Q: 3 clusters Score -496425.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -496540.375000 Penalty: 827.812073
	Iteration 10Q: 3 clusters Score -496540.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -496611.125000 Penalty: 827.812073
	Iteration 11Q: 3 clusters Score -496611.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -496667.906250 Penalty: 827.812073
	Iteration 12Q: 3 clusters Score -496667.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -496709.718750 Penalty: 827.812073
	Iteration 13Q: 3 clusters Score -496709.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -496730.781250 Penalty: 827.812073
	Iteration 14Q: 3 clusters Score -496730.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -496738.125000 Penalty: 827.812073
	Iteration 15Q: 3 clusters Score -496738.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -496745.500000 Penalty: 827.812073
	Iteration 16Q: 3 clusters Score -496745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -496749.031250 Penalty: 827.812073
	Iteration 17Q: 3 clusters Score -496749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -496752.593750 Penalty: 827.812073
	Iteration 18Q: 3 clusters Score -496752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -496758.718750 Penalty: 827.812073
	Iteration 19Q: 3 clusters Score -496758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -496759.531250 Penalty: 827.812073
	Iteration 20F: 3 clusters Score -496759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -496760.562500 Penalty: 827.812073
	Iteration 21Q: 3 clusters Score -496760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -496761.375000 Penalty: 827.812073
	Iteration 22Q: 3 clusters Score -496761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -496761.375000 Penalty: 827.812073
	Iteration 23F: 3 clusters Score -496761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (87227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Entering Unmasked Estep 
Score: -4600342.000000 Penalty: 517.620239
	Iteration 0F: 2 clusters Score -4600342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -4542012.000000 Penalty: 1035.240479
	Iteration 0F: 3 clusters Score -4542012 nChanged 42662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -4568384.500000 Penalty: 1035.240479
	Iteration 1F: 3 clusters Score -4568384 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -4569782.000000 Penalty: 1035.240479
	Iteration 2Q: 3 clusters Score -4569782 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -4571349.000000 Penalty: 1035.240479
	Iteration 3Q: 3 clusters Score -4571349 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -4573129.000000 Penalty: 1035.240479
	Iteration 4Q: 3 clusters Score -4573129 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -4575287.500000 Penalty: 1035.240479
	Iteration 5F: 3 clusters Score -4575288 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -4578041.500000 Penalty: 1035.240479
	Iteration 6F: 3 clusters Score -4578042 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -4581567.000000 Penalty: 1035.240479
	Iteration 7F: 3 clusters Score -4581567 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -4585527.500000 Penalty: 1035.240479
	Iteration 8F: 3 clusters Score -4585528 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -4588493.500000 Penalty: 1035.240479
	Iteration 9Q: 3 clusters Score -4588494 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -4590037.500000 Penalty: 1035.240479
	Iteration 10Q: 3 clusters Score -4590038 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -4590928.000000 Penalty: 1035.240479
	Iteration 11Q: 3 clusters Score -4590928 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 62401 members 
Entering Unmasked Estep 
Score: -4591651.000000 Penalty: 1035.240479
	Iteration 12Q: 3 clusters Score -4591651 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -4592365.500000 Penalty: 1035.240479
	Iteration 13Q: 3 clusters Score -4592366 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -4593038.000000 Penalty: 1035.240479
	Iteration 14Q: 3 clusters Score -4593038 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -4593706.000000 Penalty: 1035.240479
	Iteration 15Q: 3 clusters Score -4593706 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 72177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 73305 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4596341 nChanged 1056
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Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 74359 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4597380 nChanged 892
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Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4597652 nChanged 855
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Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4597884 nChanged 815
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Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4598126 nChanged 780
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Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4598332 nChanged 728
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Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4598532 nChanged 715
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Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4598976 nChanged 628
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Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4599335 nChanged 488
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Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4599474 nChanged 444
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Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4599739 nChanged 329
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Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4599929 nChanged 262
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Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 85165 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4600014 nChanged 197
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Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 85362 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4600112 nChanged 163
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Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 85702 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4600158 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4600188 nChanged 87
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Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 85901 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4600208 nChanged 71
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Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4600206 nChanged 51
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Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4600215 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 86055 members 
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	Iteration 46Q: 3 clusters Score -4600215 nChanged 42
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Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4600212 nChanged 26
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Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4600210 nChanged 20
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Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 86137 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4600219 nChanged 22
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Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 86157 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4600214 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4600216 nChanged 15
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Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4600226 nChanged 26
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Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 86211 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4600232 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 86231 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4600240 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4600252 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4600255 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4600254 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 86282 members 
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	Iteration 58Q: 3 clusters Score -4600254 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 86296 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4600264 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4600270 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 86343 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4600278 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4600289 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 826 members 
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	Iteration 63Q: 3 clusters Score -4600296 nChanged 39
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Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4600300 nChanged 29
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Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 86453 members 
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	Iteration 65Q: 3 clusters Score -4600299 nChanged 33
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Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4600314 nChanged 49
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Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4600335 nChanged 32
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Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 86517 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4600344 nChanged 39
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Mstep: Class 1 contains 685 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4600352 nChanged 37
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Mstep: Class 1 contains 660 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4600350 nChanged 28
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4600358 nChanged 15
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Mstep: Class 1 contains 631 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4600366 nChanged 22
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Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4600377 nChanged 23
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Mstep: Class 1 contains 620 members 
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	Iteration 74Q: 3 clusters Score -4600382 nChanged 17
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Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 86610 members 
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	Iteration 75Q: 3 clusters Score -4600394 nChanged 15
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Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4600404 nChanged 16
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Mstep: Class 1 contains 608 members 
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	Iteration 77Q: 3 clusters Score -4600403 nChanged 15
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Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 86628 members 
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	Iteration 78Q: 3 clusters Score -4600403 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 86635 members 
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	Iteration 79Q: 3 clusters Score -4600409 nChanged 22
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Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 86631 members 
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	Iteration 80F: 3 clusters Score -4600415 nChanged 22
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Mstep: Class 1 contains 600 members 
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	Iteration 81Q: 3 clusters Score -4600426 nChanged 22
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Mstep: Class 1 contains 602 members 
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	Iteration 82Q: 3 clusters Score -4600436 nChanged 22
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Mstep: Class 1 contains 602 members 
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	Iteration 83Q: 3 clusters Score -4600440 nChanged 20
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Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 86621 members 
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	Iteration 84Q: 3 clusters Score -4600444 nChanged 19
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Mstep: Class 1 contains 617 members 
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	Iteration 85Q: 3 clusters Score -4600446 nChanged 17
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Mstep: Class 1 contains 626 members 
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	Iteration 86Q: 3 clusters Score -4600450 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 633 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4600457 nChanged 10
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Mstep: Class 1 contains 635 members 
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	Iteration 88Q: 3 clusters Score -4600458 nChanged 8
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Mstep: Class 1 contains 641 members 
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	Iteration 89Q: 3 clusters Score -4600454 nChanged 6
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Mstep: Class 1 contains 645 members 
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	Iteration 90Q: 3 clusters Score -4600454 nChanged 4
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Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 86580 members 
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	Iteration 91Q: 3 clusters Score -4600454 nChanged 9
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Mstep: Class 1 contains 650 members 
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	Iteration 92Q: 3 clusters Score -4600457 nChanged 12
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Mstep: Class 1 contains 652 members 
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	Iteration 93Q: 3 clusters Score -4600460 nChanged 13
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Mstep: Class 1 contains 651 members 
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	Iteration 94Q: 3 clusters Score -4600467 nChanged 11
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Mstep: Class 1 contains 656 members 
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	Iteration 95Q: 3 clusters Score -4600476 nChanged 9
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Mstep: Class 1 contains 655 members 
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	Iteration 96Q: 3 clusters Score -4600480 nChanged 5
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Mstep: Class 1 contains 654 members 
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	Iteration 97Q: 3 clusters Score -4600482 nChanged 7
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	Iteration 98Q: 3 clusters Score -4600484 nChanged 3
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	Iteration 99Q: 3 clusters Score -4600485 nChanged 2
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	Iteration 100F: 3 clusters Score -4600483 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4600480 nChanged 2
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Mstep: Class 1 contains 660 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4600478 nChanged 3
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Mstep: Class 1 contains 663 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4600478 nChanged 4
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Mstep: Class 1 contains 665 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4600481 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4600482 nChanged 2
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Mstep: Class 1 contains 669 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4600481 nChanged 0
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Mstep: Class 1 contains 669 members 
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Entering Unmasked Estep 
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	Iteration 107F: 3 clusters Score -4600481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 73937 members 
Mstep: Class 3 contains 74998 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 46978 members 
Mstep: Class 6 contains 68128 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 157644 members 
Mstep: Class 9 contains 74442 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 15183 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8927 members 
Mstep: Class 14 contains 669 members 
Mstep: Class 15 contains 13682 members 
Mstep: Class 16 contains 62552 members 
Mstep: Class 17 contains 10598 members 
Mstep: Class 18 contains 12492 members 
Mstep: Class 19 contains 81956 members 
Mstep: Class 20 contains 12198 members 
Mstep: Class 21 contains 86558 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39101 members 
Mstep: Class 24 contains 9182 members 
Mstep: Class 25 contains 2027 members 
Mstep: Class 26 contains 41414 members 
Mstep: Class 27 contains 141613 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7240 members 
Mstep: Class 30 contains 9995 members 
Mstep: Class 31 contains 70628 members 
Mstep: Class 32 contains 1025 members 
Mstep: Class 33 contains 21786 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 83121 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 23088 members 
Mstep: Class 39 contains 6777 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 96817 members 
Mstep: Class 42 contains 74550 members 
Mstep: Class 43 contains 16986 members 
Mstep: Class 44 contains 2539 members 
Mstep: Class 45 contains 55191 members 
Mstep: Class 46 contains 151205 members 
Entering Unmasked Estep 
Score: -87422520.000000 Penalty: 30063.429688
Splitting cluster 14 changes total score from -87422880.000000 to -87422520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (13682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Entering Unmasked Estep 
Score: -741816.062500 Penalty: 433.334534
	Iteration 0F: 2 clusters Score -741816.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -732705.062500 Penalty: 866.669067
	Iteration 0F: 3 clusters Score -732705.1 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -736510.812500 Penalty: 866.669067
	Iteration 1F: 3 clusters Score -736510.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -736901.375000 Penalty: 866.669067
	Iteration 2F: 3 clusters Score -736901.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -737547.250000 Penalty: 866.669067
	Iteration 3F: 3 clusters Score -737547.2 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -738587.312500 Penalty: 866.669067
	Iteration 4F: 3 clusters Score -738587.3 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -739908.125000 Penalty: 866.669067
	Iteration 5F: 3 clusters Score -739908.1 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -740831.437500 Penalty: 866.669067
	Iteration 6F: 3 clusters Score -740831.4 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -741246.687500 Penalty: 866.669067
	Iteration 7Q: 3 clusters Score -741246.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -741459.250000 Penalty: 866.669067
	Iteration 8Q: 3 clusters Score -741459.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -741570.875000 Penalty: 866.669067
	Iteration 9Q: 3 clusters Score -741570.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -741618.437500 Penalty: 866.669067
	Iteration 10Q: 3 clusters Score -741618.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -741644.875000 Penalty: 866.669067
	Iteration 11Q: 3 clusters Score -741644.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -741661.062500 Penalty: 866.669067
	Iteration 12Q: 3 clusters Score -741661.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -741673.250000 Penalty: 866.669067
	Iteration 13Q: 3 clusters Score -741673.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -741677.000000 Penalty: 866.669067
	Iteration 14Q: 3 clusters Score -741677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -741680.687500 Penalty: 866.669067
	Iteration 15Q: 3 clusters Score -741680.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -741683.000000 Penalty: 866.669067
	Iteration 16Q: 3 clusters Score -741683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -741685.312500 Penalty: 866.669067
	Iteration 17Q: 3 clusters Score -741685.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -741685.250000 Penalty: 866.669067
	Iteration 18Q: 3 clusters Score -741685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -741684.187500 Penalty: 866.669067
	Iteration 19Q: 3 clusters Score -741684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -741684.687500 Penalty: 866.669067
	Iteration 20F: 3 clusters Score -741684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -741685.812500 Penalty: 866.669067
	Iteration 21Q: 3 clusters Score -741685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -741684.562500 Penalty: 866.669067
	Iteration 22Q: 3 clusters Score -741684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -741685.062500 Penalty: 866.669067
	Iteration 23Q: 3 clusters Score -741685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -741685.062500 Penalty: 866.669067
	Iteration 24F: 3 clusters Score -741685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Entering Unmasked Estep 
Score: -3499421.250000 Penalty: 502.490784
	Iteration 0F: 2 clusters Score -3499421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -3457447.000000 Penalty: 1004.981567
	Iteration 0F: 3 clusters Score -3457447 nChanged 30226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3476028.250000 Penalty: 1004.981567
	Iteration 1F: 3 clusters Score -3476028 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -3477012.000000 Penalty: 1004.981567
	Iteration 2Q: 3 clusters Score -3477012 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3478613.750000 Penalty: 1004.981567
	Iteration 3F: 3 clusters Score -3478614 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3481280.000000 Penalty: 1004.981567
	Iteration 4F: 3 clusters Score -3481280 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3485485.750000 Penalty: 1004.981567
	Iteration 5F: 3 clusters Score -3485486 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3490437.250000 Penalty: 1004.981567
	Iteration 6F: 3 clusters Score -3490437 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3493470.250000 Penalty: 1004.981567
	Iteration 7F: 3 clusters Score -3493470 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3494639.000000 Penalty: 1004.981567
	Iteration 8Q: 3 clusters Score -3494639 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -3495259.500000 Penalty: 1004.981567
	Iteration 9Q: 3 clusters Score -3495260 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3495633.250000 Penalty: 1004.981567
	Iteration 10Q: 3 clusters Score -3495633 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3496002.250000 Penalty: 1004.981567
	Iteration 11Q: 3 clusters Score -3496002 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3496313.000000 Penalty: 1004.981567
	Iteration 12Q: 3 clusters Score -3496313 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3496633.000000 Penalty: 1004.981567
	Iteration 13Q: 3 clusters Score -3496633 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3496950.500000 Penalty: 1004.981567
	Iteration 14Q: 3 clusters Score -3496950 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3497180.000000 Penalty: 1004.981567
	Iteration 15Q: 3 clusters Score -3497180 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -3497376.500000 Penalty: 1004.981567
	Iteration 16Q: 3 clusters Score -3497376 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3497491.750000 Penalty: 1004.981567
	Iteration 17Q: 3 clusters Score -3497492 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3497572.000000 Penalty: 1004.981567
	Iteration 18Q: 3 clusters Score -3497572 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3497595.250000 Penalty: 1004.981567
	Iteration 19Q: 3 clusters Score -3497595 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3497630.750000 Penalty: 1004.981567
	Iteration 20F: 3 clusters Score -3497631 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3497633.000000 Penalty: 1004.981567
	Iteration 21Q: 3 clusters Score -3497633 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -3497633.750000 Penalty: 1004.981567
	Iteration 22Q: 3 clusters Score -3497634 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3497632.000000 Penalty: 1004.981567
	Iteration 23Q: 3 clusters Score -3497632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3497635.750000 Penalty: 1004.981567
	Iteration 24Q: 3 clusters Score -3497636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3497637.750000 Penalty: 1004.981567
	Iteration 25Q: 3 clusters Score -3497638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3497639.750000 Penalty: 1004.981567
	Iteration 26Q: 3 clusters Score -3497640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3497642.000000 Penalty: 1004.981567
	Iteration 27Q: 3 clusters Score -3497642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3497649.750000 Penalty: 1004.981567
	Iteration 28Q: 3 clusters Score -3497650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3497649.250000 Penalty: 1004.981567
	Iteration 29Q: 3 clusters Score -3497649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3497647.250000 Penalty: 1004.981567
	Iteration 30Q: 3 clusters Score -3497647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3497652.750000 Penalty: 1004.981567
	Iteration 31Q: 3 clusters Score -3497653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3497652.000000 Penalty: 1004.981567
	Iteration 32Q: 3 clusters Score -3497652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3497648.000000 Penalty: 1004.981567
	Iteration 33Q: 3 clusters Score -3497648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3497647.250000 Penalty: 1004.981567
	Iteration 34Q: 3 clusters Score -3497647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3497648.750000 Penalty: 1004.981567
	Iteration 35Q: 3 clusters Score -3497649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3497644.750000 Penalty: 1004.981567
	Iteration 36Q: 3 clusters Score -3497645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3497641.500000 Penalty: 1004.981567
	Iteration 37Q: 3 clusters Score -3497642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3497640.250000 Penalty: 1004.981567
	Iteration 38Q: 3 clusters Score -3497640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -3497644.000000 Penalty: 1004.981567
	Iteration 39Q: 3 clusters Score -3497644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3497649.250000 Penalty: 1004.981567
	Iteration 40F: 3 clusters Score -3497649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3497646.500000 Penalty: 1004.981567
	Iteration 41Q: 3 clusters Score -3497646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3497643.000000 Penalty: 1004.981567
	Iteration 42Q: 3 clusters Score -3497643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3497649.250000 Penalty: 1004.981567
	Iteration 43Q: 3 clusters Score -3497649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -3497648.750000 Penalty: 1004.981567
	Iteration 44Q: 3 clusters Score -3497649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3497645.750000 Penalty: 1004.981567
	Iteration 45Q: 3 clusters Score -3497646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3497644.250000 Penalty: 1004.981567
	Iteration 46Q: 3 clusters Score -3497644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -3497646.250000 Penalty: 1004.981567
	Iteration 47Q: 3 clusters Score -3497646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3497645.500000 Penalty: 1004.981567
	Iteration 48Q: 3 clusters Score -3497646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3497646.750000 Penalty: 1004.981567
	Iteration 49Q: 3 clusters Score -3497647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3497648.000000 Penalty: 1004.981567
	Iteration 50Q: 3 clusters Score -3497648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -3497648.250000 Penalty: 1004.981567
	Iteration 51Q: 3 clusters Score -3497648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -3497648.250000 Penalty: 1004.981567
	Iteration 52F: 3 clusters Score -3497648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Entering Unmasked Estep 
Score: -586320.875000 Penalty: 421.713135
	Iteration 0F: 2 clusters Score -586320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -579155.687500 Penalty: 843.426270
	Iteration 0F: 3 clusters Score -579155.7 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -581932.312500 Penalty: 843.426270
	Iteration 1F: 3 clusters Score -581932.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -582098.187500 Penalty: 843.426270
	Iteration 2Q: 3 clusters Score -582098.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -582311.812500 Penalty: 843.426270
	Iteration 3Q: 3 clusters Score -582311.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -582604.375000 Penalty: 843.426270
	Iteration 4F: 3 clusters Score -582604.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -583072.062500 Penalty: 843.426270
	Iteration 5F: 3 clusters Score -583072.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -583789.750000 Penalty: 843.426270
	Iteration 6F: 3 clusters Score -583789.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -584540.375000 Penalty: 843.426270
	Iteration 7F: 3 clusters Score -584540.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -584999.062500 Penalty: 843.426270
	Iteration 8F: 3 clusters Score -584999.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -585318.125000 Penalty: 843.426270
	Iteration 9Q: 3 clusters Score -585318.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -585554.812500 Penalty: 843.426270
	Iteration 10Q: 3 clusters Score -585554.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -585705.812500 Penalty: 843.426270
	Iteration 11Q: 3 clusters Score -585705.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -585806.687500 Penalty: 843.426270
	Iteration 12Q: 3 clusters Score -585806.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -585860.375000 Penalty: 843.426270
	Iteration 13Q: 3 clusters Score -585860.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -585900.250000 Penalty: 843.426270
	Iteration 14Q: 3 clusters Score -585900.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -585926.750000 Penalty: 843.426270
	Iteration 15Q: 3 clusters Score -585926.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -585947.437500 Penalty: 843.426270
	Iteration 16Q: 3 clusters Score -585947.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -585955.687500 Penalty: 843.426270
	Iteration 17Q: 3 clusters Score -585955.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -585960.750000 Penalty: 843.426270
	Iteration 18Q: 3 clusters Score -585960.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -585966.187500 Penalty: 843.426270
	Iteration 19Q: 3 clusters Score -585966.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -585968.500000 Penalty: 843.426270
	Iteration 20F: 3 clusters Score -585968.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -585967.937500 Penalty: 843.426270
	Iteration 21Q: 3 clusters Score -585967.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -585971.000000 Penalty: 843.426270
	Iteration 22Q: 3 clusters Score -585971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -585970.250000 Penalty: 843.426270
	Iteration 23Q: 3 clusters Score -585970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -585970.875000 Penalty: 843.426270
	Iteration 24Q: 3 clusters Score -585970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -585971.562500 Penalty: 843.426270
	Iteration 25Q: 3 clusters Score -585971.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -585970.875000 Penalty: 843.426270
	Iteration 26Q: 3 clusters Score -585970.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -585972.250000 Penalty: 843.426270
	Iteration 27Q: 3 clusters Score -585972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -585972.187500 Penalty: 843.426270
	Iteration 28Q: 3 clusters Score -585972.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -585972.187500 Penalty: 843.426270
	Iteration 29F: 3 clusters Score -585972.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Entering Unmasked Estep 
Score: -712169.062500 Penalty: 429.194397
	Iteration 0F: 2 clusters Score -712169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -703833.437500 Penalty: 858.388794
	Iteration 0F: 3 clusters Score -703833.4 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -707142.312500 Penalty: 858.388794
	Iteration 1F: 3 clusters Score -707142.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -707353.937500 Penalty: 858.388794
	Iteration 2Q: 3 clusters Score -707353.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -707612.062500 Penalty: 858.388794
	Iteration 3Q: 3 clusters Score -707612.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -707926.125000 Penalty: 858.388794
	Iteration 4F: 3 clusters Score -707926.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -708314.625000 Penalty: 858.388794
	Iteration 5F: 3 clusters Score -708314.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -708828.750000 Penalty: 858.388794
	Iteration 6F: 3 clusters Score -708828.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -709464.375000 Penalty: 858.388794
	Iteration 7F: 3 clusters Score -709464.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -710067.000000 Penalty: 858.388794
	Iteration 8F: 3 clusters Score -710067 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -710523.812500 Penalty: 858.388794
	Iteration 9Q: 3 clusters Score -710523.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -710806.625000 Penalty: 858.388794
	Iteration 10Q: 3 clusters Score -710806.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -711006.375000 Penalty: 858.388794
	Iteration 11Q: 3 clusters Score -711006.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -711163.000000 Penalty: 858.388794
	Iteration 12Q: 3 clusters Score -711163 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -711308.937500 Penalty: 858.388794
	Iteration 13Q: 3 clusters Score -711308.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -711418.687500 Penalty: 858.388794
	Iteration 14Q: 3 clusters Score -711418.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -711499.937500 Penalty: 858.388794
	Iteration 15Q: 3 clusters Score -711499.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -711555.187500 Penalty: 858.388794
	Iteration 16Q: 3 clusters Score -711555.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -711613.812500 Penalty: 858.388794
	Iteration 17Q: 3 clusters Score -711613.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -711658.062500 Penalty: 858.388794
	Iteration 18Q: 3 clusters Score -711658.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -711691.750000 Penalty: 858.388794
	Iteration 19Q: 3 clusters Score -711691.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -711716.687500 Penalty: 858.388794
	Iteration 20F: 3 clusters Score -711716.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -711738.375000 Penalty: 858.388794
	Iteration 21Q: 3 clusters Score -711738.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -711750.437500 Penalty: 858.388794
	Iteration 22Q: 3 clusters Score -711750.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -711762.625000 Penalty: 858.388794
	Iteration 23Q: 3 clusters Score -711762.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -711771.750000 Penalty: 858.388794
	Iteration 24Q: 3 clusters Score -711771.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -711784.000000 Penalty: 858.388794
	Iteration 25Q: 3 clusters Score -711784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -711792.125000 Penalty: 858.388794
	Iteration 26Q: 3 clusters Score -711792.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -711796.312500 Penalty: 858.388794
	Iteration 27Q: 3 clusters Score -711796.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -711797.375000 Penalty: 858.388794
	Iteration 28Q: 3 clusters Score -711797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -711796.625000 Penalty: 858.388794
	Iteration 29Q: 3 clusters Score -711796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -711796.625000 Penalty: 858.388794
	Iteration 30F: 3 clusters Score -711796.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Entering Unmasked Estep 
Score: -4538842.500000 Penalty: 514.784180
	Iteration 0F: 2 clusters Score -4538842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -4483919.500000 Penalty: 1029.568359
	Iteration 0F: 3 clusters Score -4483920 nChanged 39967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -4509629.000000 Penalty: 1029.568359
	Iteration 1F: 3 clusters Score -4509629 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -4512091.000000 Penalty: 1029.568359
	Iteration 2F: 3 clusters Score -4512091 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -4515887.000000 Penalty: 1029.568359
	Iteration 3F: 3 clusters Score -4515887 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -4520964.500000 Penalty: 1029.568359
	Iteration 4F: 3 clusters Score -4520964 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 68781 members 
Entering Unmasked Estep 
Score: -4526551.000000 Penalty: 1029.568359
	Iteration 5F: 3 clusters Score -4526551 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -4530834.000000 Penalty: 1029.568359
	Iteration 6F: 3 clusters Score -4530834 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 76198 members 
Entering Unmasked Estep 
Score: -4533670.500000 Penalty: 1029.568359
	Iteration 7Q: 3 clusters Score -4533670 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -4535524.000000 Penalty: 1029.568359
	Iteration 8Q: 3 clusters Score -4535524 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -4536692.500000 Penalty: 1029.568359
	Iteration 9Q: 3 clusters Score -4536692 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -4537504.500000 Penalty: 1029.568359
	Iteration 10Q: 3 clusters Score -4537504 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -4537982.000000 Penalty: 1029.568359
	Iteration 11Q: 3 clusters Score -4537982 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -4538195.000000 Penalty: 1029.568359
	Iteration 12Q: 3 clusters Score -4538195 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -4538274.000000 Penalty: 1029.568359
	Iteration 13Q: 3 clusters Score -4538274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -4538327.000000 Penalty: 1029.568359
	Iteration 14Q: 3 clusters Score -4538327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 81812 members 
Entering Unmasked Estep 
Score: -4538344.500000 Penalty: 1029.568359
	Iteration 15Q: 3 clusters Score -4538344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 81823 members 
Entering Unmasked Estep 
Score: -4538353.500000 Penalty: 1029.568359
	Iteration 16Q: 3 clusters Score -4538354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -4538353.000000 Penalty: 1029.568359
	Iteration 17Q: 3 clusters Score -4538353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81834 members 
Entering Unmasked Estep 
Score: -4538359.000000 Penalty: 1029.568359
	Iteration 18Q: 3 clusters Score -4538359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -4538360.500000 Penalty: 1029.568359
	Iteration 19Q: 3 clusters Score -4538360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -4538369.500000 Penalty: 1029.568359
	Iteration 20F: 3 clusters Score -4538370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 81849 members 
Entering Unmasked Estep 
Score: -4538369.500000 Penalty: 1029.568359
	Iteration 21Q: 3 clusters Score -4538370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 81851 members 
Entering Unmasked Estep 
Score: -4538379.500000 Penalty: 1029.568359
	Iteration 22Q: 3 clusters Score -4538380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -4538379.000000 Penalty: 1029.568359
	Iteration 23Q: 3 clusters Score -4538379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -4538387.500000 Penalty: 1029.568359
	Iteration 24Q: 3 clusters Score -4538388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 81857 members 
Entering Unmasked Estep 
Score: -4538387.500000 Penalty: 1029.568359
	Iteration 25Q: 3 clusters Score -4538388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -4538393.500000 Penalty: 1029.568359
	Iteration 26Q: 3 clusters Score -4538394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -4538393.500000 Penalty: 1029.568359
	Iteration 27F: 3 clusters Score -4538394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Entering Unmasked Estep 
Score: -670907.437500 Penalty: 428.110718
	Iteration 0F: 2 clusters Score -670907.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -662721.500000 Penalty: 856.221436
	Iteration 0F: 3 clusters Score -662721.5 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -666066.312500 Penalty: 856.221436
	Iteration 1F: 3 clusters Score -666066.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -666329.125000 Penalty: 856.221436
	Iteration 2F: 3 clusters Score -666329.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -666639.062500 Penalty: 856.221436
	Iteration 3F: 3 clusters Score -666639.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -667068.750000 Penalty: 856.221436
	Iteration 4F: 3 clusters Score -667068.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -667683.125000 Penalty: 856.221436
	Iteration 5F: 3 clusters Score -667683.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -668449.812500 Penalty: 856.221436
	Iteration 6F: 3 clusters Score -668449.8 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -669188.187500 Penalty: 856.221436
	Iteration 7F: 3 clusters Score -669188.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -669737.250000 Penalty: 856.221436
	Iteration 8Q: 3 clusters Score -669737.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -670073.562500 Penalty: 856.221436
	Iteration 9Q: 3 clusters Score -670073.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -670263.437500 Penalty: 856.221436
	Iteration 10Q: 3 clusters Score -670263.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -670369.875000 Penalty: 856.221436
	Iteration 11Q: 3 clusters Score -670369.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -670438.750000 Penalty: 856.221436
	Iteration 12Q: 3 clusters Score -670438.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -670478.750000 Penalty: 856.221436
	Iteration 13Q: 3 clusters Score -670478.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -670515.437500 Penalty: 856.221436
	Iteration 14Q: 3 clusters Score -670515.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -670548.500000 Penalty: 856.221436
	Iteration 15Q: 3 clusters Score -670548.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -670583.437500 Penalty: 856.221436
	Iteration 16Q: 3 clusters Score -670583.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -670624.125000 Penalty: 856.221436
	Iteration 17Q: 3 clusters Score -670624.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -670643.937500 Penalty: 856.221436
	Iteration 18Q: 3 clusters Score -670643.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -670655.312500 Penalty: 856.221436
	Iteration 19Q: 3 clusters Score -670655.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -670659.812500 Penalty: 856.221436
	Iteration 20F: 3 clusters Score -670659.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -670663.125000 Penalty: 856.221436
	Iteration 21Q: 3 clusters Score -670663.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -670664.687500 Penalty: 856.221436
	Iteration 22Q: 3 clusters Score -670664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -670667.000000 Penalty: 856.221436
	Iteration 23Q: 3 clusters Score -670667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -670666.750000 Penalty: 856.221436
	Iteration 24Q: 3 clusters Score -670666.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -670667.812500 Penalty: 856.221436
	Iteration 25Q: 3 clusters Score -670667.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -670667.812500 Penalty: 856.221436
	Iteration 26F: 3 clusters Score -670667.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Entering Unmasked Estep 
Score: -137802.656250 Penalty: 360.611115
	Iteration 0F: 2 clusters Score -137802.7 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 1377 members 
Entering Unmasked Estep 
Score: -135870.781250 Penalty: 721.222229
	Iteration 0F: 3 clusters Score -135870.8 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -136549.281250 Penalty: 721.222229
	Iteration 1F: 3 clusters Score -136549.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -136625.078125 Penalty: 721.222229
	Iteration 2F: 3 clusters Score -136625.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -136695.500000 Penalty: 721.222229
	Iteration 3F: 3 clusters Score -136695.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -136752.468750 Penalty: 721.222229
	Iteration 4Q: 3 clusters Score -136752.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -136805.171875 Penalty: 721.222229
	Iteration 5Q: 3 clusters Score -136805.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -136860.359375 Penalty: 721.222229
	Iteration 6Q: 3 clusters Score -136860.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -136928.781250 Penalty: 721.222229
	Iteration 7Q: 3 clusters Score -136928.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -137016.875000 Penalty: 721.222229
	Iteration 8Q: 3 clusters Score -137016.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137097.015625 Penalty: 721.222229
	Iteration 9Q: 3 clusters Score -137097 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -137162.625000 Penalty: 721.222229
	Iteration 10Q: 3 clusters Score -137162.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -137233.187500 Penalty: 721.222229
	Iteration 11Q: 3 clusters Score -137233.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -137281.515625 Penalty: 721.222229
	Iteration 12Q: 3 clusters Score -137281.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -137316.031250 Penalty: 721.222229
	Iteration 13Q: 3 clusters Score -137316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -137336.484375 Penalty: 721.222229
	Iteration 14Q: 3 clusters Score -137336.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -137361.828125 Penalty: 721.222229
	Iteration 15Q: 3 clusters Score -137361.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -137378.359375 Penalty: 721.222229
	Iteration 16Q: 3 clusters Score -137378.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -137394.296875 Penalty: 721.222229
	Iteration 17Q: 3 clusters Score -137394.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -137400.375000 Penalty: 721.222229
	Iteration 18Q: 3 clusters Score -137400.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -137409.421875 Penalty: 721.222229
	Iteration 19Q: 3 clusters Score -137409.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -137423.703125 Penalty: 721.222229
	Iteration 20F: 3 clusters Score -137423.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -137436.125000 Penalty: 721.222229
	Iteration 21Q: 3 clusters Score -137436.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -137445.578125 Penalty: 721.222229
	Iteration 22Q: 3 clusters Score -137445.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -137452.953125 Penalty: 721.222229
	Iteration 23Q: 3 clusters Score -137453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -137456.984375 Penalty: 721.222229
	Iteration 24Q: 3 clusters Score -137457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -137457.718750 Penalty: 721.222229
	Iteration 25Q: 3 clusters Score -137457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -137458.250000 Penalty: 721.222229
	Iteration 26Q: 3 clusters Score -137458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -137459.656250 Penalty: 721.222229
	Iteration 27Q: 3 clusters Score -137459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -137460.046875 Penalty: 721.222229
	Iteration 28Q: 3 clusters Score -137460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -137460.593750 Penalty: 721.222229
	Iteration 29Q: 3 clusters Score -137460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -137460.593750 Penalty: 721.222229
	Iteration 30F: 3 clusters Score -137460.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Entering Unmasked Estep 
Score: -2137376.750000 Penalty: 481.112579
	Iteration 0F: 2 clusters Score -2137377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2111210.750000 Penalty: 962.225159
	Iteration 0F: 3 clusters Score -2111211 nChanged 18856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2122008.500000 Penalty: 962.225159
	Iteration 1F: 3 clusters Score -2122008 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2122289.250000 Penalty: 962.225159
	Iteration 2Q: 3 clusters Score -2122289 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2122554.750000 Penalty: 962.225159
	Iteration 3Q: 3 clusters Score -2122555 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2122836.750000 Penalty: 962.225159
	Iteration 4Q: 3 clusters Score -2122837 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2123164.000000 Penalty: 962.225159
	Iteration 5Q: 3 clusters Score -2123164 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2123624.750000 Penalty: 962.225159
	Iteration 6Q: 3 clusters Score -2123625 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2124314.500000 Penalty: 962.225159
	Iteration 7Q: 3 clusters Score -2124314 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2125484.500000 Penalty: 962.225159
	Iteration 8Q: 3 clusters Score -2125484 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2127365.250000 Penalty: 962.225159
	Iteration 9F: 3 clusters Score -2127365 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2129119.250000 Penalty: 962.225159
	Iteration 10F: 3 clusters Score -2129119 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2129843.500000 Penalty: 962.225159
	Iteration 11Q: 3 clusters Score -2129844 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2130020.750000 Penalty: 962.225159
	Iteration 12Q: 3 clusters Score -2130021 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2130083.250000 Penalty: 962.225159
	Iteration 13Q: 3 clusters Score -2130083 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2130103.500000 Penalty: 962.225159
	Iteration 14Q: 3 clusters Score -2130104 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2130127.250000 Penalty: 962.225159
	Iteration 15Q: 3 clusters Score -2130127 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -2130136.500000 Penalty: 962.225159
	Iteration 16Q: 3 clusters Score -2130136 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2130177.000000 Penalty: 962.225159
	Iteration 17Q: 3 clusters Score -2130177 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2130205.250000 Penalty: 962.225159
	Iteration 18Q: 3 clusters Score -2130205 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2130236.250000 Penalty: 962.225159
	Iteration 19Q: 3 clusters Score -2130236 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2130277.000000 Penalty: 962.225159
	Iteration 20F: 3 clusters Score -2130277 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2130328.500000 Penalty: 962.225159
	Iteration 21Q: 3 clusters Score -2130328 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2130384.750000 Penalty: 962.225159
	Iteration 22Q: 3 clusters Score -2130385 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -2130440.000000 Penalty: 962.225159
	Iteration 23Q: 3 clusters Score -2130440 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -2130510.750000 Penalty: 962.225159
	Iteration 24Q: 3 clusters Score -2130511 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2130566.000000 Penalty: 962.225159
	Iteration 25Q: 3 clusters Score -2130566 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -2130623.500000 Penalty: 962.225159
	Iteration 26Q: 3 clusters Score -2130624 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -2130705.500000 Penalty: 962.225159
	Iteration 27Q: 3 clusters Score -2130706 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -2130787.500000 Penalty: 962.225159
	Iteration 28Q: 3 clusters Score -2130788 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -2130896.250000 Penalty: 962.225159
	Iteration 29Q: 3 clusters Score -2130896 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -2131012.500000 Penalty: 962.225159
	Iteration 30Q: 3 clusters Score -2131012 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -2131136.250000 Penalty: 962.225159
	Iteration 31Q: 3 clusters Score -2131136 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -2131285.000000 Penalty: 962.225159
	Iteration 32Q: 3 clusters Score -2131285 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -2131464.250000 Penalty: 962.225159
	Iteration 33Q: 3 clusters Score -2131464 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -2131671.750000 Penalty: 962.225159
	Iteration 34Q: 3 clusters Score -2131672 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -2131895.750000 Penalty: 962.225159
	Iteration 35Q: 3 clusters Score -2131896 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -2132178.250000 Penalty: 962.225159
	Iteration 36Q: 3 clusters Score -2132178 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -2132516.250000 Penalty: 962.225159
	Iteration 37Q: 3 clusters Score -2132516 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -2132893.250000 Penalty: 962.225159
	Iteration 38Q: 3 clusters Score -2132893 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -2133251.250000 Penalty: 962.225159
	Iteration 39Q: 3 clusters Score -2133251 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -2133638.500000 Penalty: 962.225159
	Iteration 40F: 3 clusters Score -2133638 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -2134063.250000 Penalty: 962.225159
	Iteration 41Q: 3 clusters Score -2134063 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -2134484.250000 Penalty: 962.225159
	Iteration 42Q: 3 clusters Score -2134484 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -2134827.250000 Penalty: 962.225159
	Iteration 43Q: 3 clusters Score -2134827 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -2135107.000000 Penalty: 962.225159
	Iteration 44Q: 3 clusters Score -2135107 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -2135315.500000 Penalty: 962.225159
	Iteration 45Q: 3 clusters Score -2135316 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -2135530.750000 Penalty: 962.225159
	Iteration 46Q: 3 clusters Score -2135531 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -2135749.000000 Penalty: 962.225159
	Iteration 47Q: 3 clusters Score -2135749 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -2135942.000000 Penalty: 962.225159
	Iteration 48Q: 3 clusters Score -2135942 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -2136115.500000 Penalty: 962.225159
	Iteration 49Q: 3 clusters Score -2136116 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -2136280.750000 Penalty: 962.225159
	Iteration 50Q: 3 clusters Score -2136281 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -2136427.000000 Penalty: 962.225159
	Iteration 51Q: 3 clusters Score -2136427 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -2136516.250000 Penalty: 962.225159
	Iteration 52Q: 3 clusters Score -2136516 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -2136619.000000 Penalty: 962.225159
	Iteration 53Q: 3 clusters Score -2136619 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -2136696.500000 Penalty: 962.225159
	Iteration 54Q: 3 clusters Score -2136696 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -2136757.750000 Penalty: 962.225159
	Iteration 55Q: 3 clusters Score -2136758 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -2136806.750000 Penalty: 962.225159
	Iteration 56Q: 3 clusters Score -2136807 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -2136839.000000 Penalty: 962.225159
	Iteration 57Q: 3 clusters Score -2136839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -2136867.500000 Penalty: 962.225159
	Iteration 58Q: 3 clusters Score -2136868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -2136885.500000 Penalty: 962.225159
	Iteration 59Q: 3 clusters Score -2136886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -2136895.750000 Penalty: 962.225159
	Iteration 60F: 3 clusters Score -2136896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -2136909.750000 Penalty: 962.225159
	Iteration 61Q: 3 clusters Score -2136910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -2136927.000000 Penalty: 962.225159
	Iteration 62Q: 3 clusters Score -2136927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -2136937.000000 Penalty: 962.225159
	Iteration 63Q: 3 clusters Score -2136937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -2136949.000000 Penalty: 962.225159
	Iteration 64Q: 3 clusters Score -2136949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -2136955.750000 Penalty: 962.225159
	Iteration 65Q: 3 clusters Score -2136956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -2136960.250000 Penalty: 962.225159
	Iteration 66Q: 3 clusters Score -2136960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -2136960.000000 Penalty: 962.225159
	Iteration 67Q: 3 clusters Score -2136960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -2136963.500000 Penalty: 962.225159
	Iteration 68Q: 3 clusters Score -2136964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -2136966.500000 Penalty: 962.225159
	Iteration 69Q: 3 clusters Score -2136966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -2136972.250000 Penalty: 962.225159
	Iteration 70Q: 3 clusters Score -2136972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -2136976.000000 Penalty: 962.225159
	Iteration 71Q: 3 clusters Score -2136976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -2136982.000000 Penalty: 962.225159
	Iteration 72Q: 3 clusters Score -2136982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -2136986.750000 Penalty: 962.225159
	Iteration 73Q: 3 clusters Score -2136987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -2136995.750000 Penalty: 962.225159
	Iteration 74Q: 3 clusters Score -2136996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -2136998.500000 Penalty: 962.225159
	Iteration 75Q: 3 clusters Score -2136998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -2137000.750000 Penalty: 962.225159
	Iteration 76Q: 3 clusters Score -2137001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -2136999.750000 Penalty: 962.225159
	Iteration 77Q: 3 clusters Score -2137000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -2137001.250000 Penalty: 962.225159
	Iteration 78Q: 3 clusters Score -2137001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -2137001.250000 Penalty: 962.225159
	Iteration 79F: 3 clusters Score -2137001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Entering Unmasked Estep 
Score: -506227.218750 Penalty: 415.187500
	Iteration 0F: 2 clusters Score -506227.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -500131.812500 Penalty: 830.375000
	Iteration 0F: 3 clusters Score -500131.8 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -502571.593750 Penalty: 830.375000
	Iteration 1F: 3 clusters Score -502571.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -502772.437500 Penalty: 830.375000
	Iteration 2F: 3 clusters Score -502772.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -503053.750000 Penalty: 830.375000
	Iteration 3F: 3 clusters Score -503053.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -503401.437500 Penalty: 830.375000
	Iteration 4F: 3 clusters Score -503401.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -503825.843750 Penalty: 830.375000
	Iteration 5F: 3 clusters Score -503825.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -504273.375000 Penalty: 830.375000
	Iteration 6F: 3 clusters Score -504273.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -504641.406250 Penalty: 830.375000
	Iteration 7F: 3 clusters Score -504641.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -504814.750000 Penalty: 830.375000
	Iteration 8Q: 3 clusters Score -504814.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -504871.531250 Penalty: 830.375000
	Iteration 9Q: 3 clusters Score -504871.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -504904.875000 Penalty: 830.375000
	Iteration 10Q: 3 clusters Score -504904.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -504936.281250 Penalty: 830.375000
	Iteration 11Q: 3 clusters Score -504936.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -504964.593750 Penalty: 830.375000
	Iteration 12Q: 3 clusters Score -504964.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -504992.812500 Penalty: 830.375000
	Iteration 13Q: 3 clusters Score -504992.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -505029.031250 Penalty: 830.375000
	Iteration 14Q: 3 clusters Score -505029 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -505061.031250 Penalty: 830.375000
	Iteration 15Q: 3 clusters Score -505061 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -505089.187500 Penalty: 830.375000
	Iteration 16Q: 3 clusters Score -505089.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -505119.375000 Penalty: 830.375000
	Iteration 17Q: 3 clusters Score -505119.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -505153.500000 Penalty: 830.375000
	Iteration 18Q: 3 clusters Score -505153.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -505182.531250 Penalty: 830.375000
	Iteration 19Q: 3 clusters Score -505182.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -505218.687500 Penalty: 830.375000
	Iteration 20F: 3 clusters Score -505218.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -505249.656250 Penalty: 830.375000
	Iteration 21Q: 3 clusters Score -505249.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -505271.500000 Penalty: 830.375000
	Iteration 22Q: 3 clusters Score -505271.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -505293.281250 Penalty: 830.375000
	Iteration 23Q: 3 clusters Score -505293.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -505314.531250 Penalty: 830.375000
	Iteration 24Q: 3 clusters Score -505314.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -505330.968750 Penalty: 830.375000
	Iteration 25Q: 3 clusters Score -505331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -505342.250000 Penalty: 830.375000
	Iteration 26Q: 3 clusters Score -505342.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -505351.562500 Penalty: 830.375000
	Iteration 27Q: 3 clusters Score -505351.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -505357.687500 Penalty: 830.375000
	Iteration 28Q: 3 clusters Score -505357.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -505366.156250 Penalty: 830.375000
	Iteration 29Q: 3 clusters Score -505366.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -505375.343750 Penalty: 830.375000
	Iteration 30Q: 3 clusters Score -505375.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -505383.968750 Penalty: 830.375000
	Iteration 31Q: 3 clusters Score -505384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -505392.218750 Penalty: 830.375000
	Iteration 32Q: 3 clusters Score -505392.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -505398.875000 Penalty: 830.375000
	Iteration 33Q: 3 clusters Score -505398.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -505404.718750 Penalty: 830.375000
	Iteration 34Q: 3 clusters Score -505404.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -505408.875000 Penalty: 830.375000
	Iteration 35Q: 3 clusters Score -505408.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -505413.781250 Penalty: 830.375000
	Iteration 36Q: 3 clusters Score -505413.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -505418.062500 Penalty: 830.375000
	Iteration 37Q: 3 clusters Score -505418.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -505423.062500 Penalty: 830.375000
	Iteration 38Q: 3 clusters Score -505423.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -505428.625000 Penalty: 830.375000
	Iteration 39Q: 3 clusters Score -505428.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -505434.031250 Penalty: 830.375000
	Iteration 40F: 3 clusters Score -505434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -505441.312500 Penalty: 830.375000
	Iteration 41Q: 3 clusters Score -505441.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -505449.250000 Penalty: 830.375000
	Iteration 42Q: 3 clusters Score -505449.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -505455.187500 Penalty: 830.375000
	Iteration 43Q: 3 clusters Score -505455.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -505460.250000 Penalty: 830.375000
	Iteration 44Q: 3 clusters Score -505460.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -505465.468750 Penalty: 830.375000
	Iteration 45Q: 3 clusters Score -505465.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -505470.156250 Penalty: 830.375000
	Iteration 46Q: 3 clusters Score -505470.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -505474.375000 Penalty: 830.375000
	Iteration 47Q: 3 clusters Score -505474.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -505479.031250 Penalty: 830.375000
	Iteration 48Q: 3 clusters Score -505479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -505485.687500 Penalty: 830.375000
	Iteration 49Q: 3 clusters Score -505485.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -505494.906250 Penalty: 830.375000
	Iteration 50Q: 3 clusters Score -505494.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -505504.906250 Penalty: 830.375000
	Iteration 51Q: 3 clusters Score -505504.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -505517.468750 Penalty: 830.375000
	Iteration 52Q: 3 clusters Score -505517.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -505529.281250 Penalty: 830.375000
	Iteration 53Q: 3 clusters Score -505529.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -505537.812500 Penalty: 830.375000
	Iteration 54Q: 3 clusters Score -505537.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -505544.531250 Penalty: 830.375000
	Iteration 55Q: 3 clusters Score -505544.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -505552.437500 Penalty: 830.375000
	Iteration 56Q: 3 clusters Score -505552.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -505557.593750 Penalty: 830.375000
	Iteration 57Q: 3 clusters Score -505557.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -505565.125000 Penalty: 830.375000
	Iteration 58Q: 3 clusters Score -505565.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -505571.937500 Penalty: 830.375000
	Iteration 59Q: 3 clusters Score -505571.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -505579.250000 Penalty: 830.375000
	Iteration 60F: 3 clusters Score -505579.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -505587.750000 Penalty: 830.375000
	Iteration 61Q: 3 clusters Score -505587.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -505600.812500 Penalty: 830.375000
	Iteration 62Q: 3 clusters Score -505600.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -505610.437500 Penalty: 830.375000
	Iteration 63Q: 3 clusters Score -505610.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -505626.875000 Penalty: 830.375000
	Iteration 64Q: 3 clusters Score -505626.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -505640.343750 Penalty: 830.375000
	Iteration 65Q: 3 clusters Score -505640.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -505653.062500 Penalty: 830.375000
	Iteration 66Q: 3 clusters Score -505653.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -505664.531250 Penalty: 830.375000
	Iteration 67Q: 3 clusters Score -505664.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -505676.031250 Penalty: 830.375000
	Iteration 68Q: 3 clusters Score -505676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -505685.531250 Penalty: 830.375000
	Iteration 69Q: 3 clusters Score -505685.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -505696.718750 Penalty: 830.375000
	Iteration 70Q: 3 clusters Score -505696.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -505702.750000 Penalty: 830.375000
	Iteration 71Q: 3 clusters Score -505702.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -505710.718750 Penalty: 830.375000
	Iteration 72Q: 3 clusters Score -505710.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -505716.625000 Penalty: 830.375000
	Iteration 73Q: 3 clusters Score -505716.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -505722.156250 Penalty: 830.375000
	Iteration 74Q: 3 clusters Score -505722.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -505732.625000 Penalty: 830.375000
	Iteration 75Q: 3 clusters Score -505732.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -505737.812500 Penalty: 830.375000
	Iteration 76Q: 3 clusters Score -505737.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -505742.875000 Penalty: 830.375000
	Iteration 77Q: 3 clusters Score -505742.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -505749.656250 Penalty: 830.375000
	Iteration 78Q: 3 clusters Score -505749.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -505755.250000 Penalty: 830.375000
	Iteration 79Q: 3 clusters Score -505755.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -505766.031250 Penalty: 830.375000
	Iteration 80F: 3 clusters Score -505766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -505776.125000 Penalty: 830.375000
	Iteration 81Q: 3 clusters Score -505776.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -505782.031250 Penalty: 830.375000
	Iteration 82Q: 3 clusters Score -505782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -505787.812500 Penalty: 830.375000
	Iteration 83Q: 3 clusters Score -505787.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -505793.875000 Penalty: 830.375000
	Iteration 84Q: 3 clusters Score -505793.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -505801.687500 Penalty: 830.375000
	Iteration 85Q: 3 clusters Score -505801.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -505806.156250 Penalty: 830.375000
	Iteration 86Q: 3 clusters Score -505806.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -505813.218750 Penalty: 830.375000
	Iteration 87Q: 3 clusters Score -505813.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -505818.843750 Penalty: 830.375000
	Iteration 88Q: 3 clusters Score -505818.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -505825.343750 Penalty: 830.375000
	Iteration 89Q: 3 clusters Score -505825.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -505830.906250 Penalty: 830.375000
	Iteration 90Q: 3 clusters Score -505830.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -505834.812500 Penalty: 830.375000
	Iteration 91Q: 3 clusters Score -505834.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -505841.843750 Penalty: 830.375000
	Iteration 92Q: 3 clusters Score -505841.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -505848.937500 Penalty: 830.375000
	Iteration 93Q: 3 clusters Score -505848.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -505858.718750 Penalty: 830.375000
	Iteration 94Q: 3 clusters Score -505858.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -505864.750000 Penalty: 830.375000
	Iteration 95Q: 3 clusters Score -505864.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -505870.875000 Penalty: 830.375000
	Iteration 96Q: 3 clusters Score -505870.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -505874.250000 Penalty: 830.375000
	Iteration 97Q: 3 clusters Score -505874.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -505880.000000 Penalty: 830.375000
	Iteration 98Q: 3 clusters Score -505880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -505883.406250 Penalty: 830.375000
	Iteration 99Q: 3 clusters Score -505883.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -505887.500000 Penalty: 830.375000
	Iteration 100F: 3 clusters Score -505887.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -505891.000000 Penalty: 830.375000
	Iteration 101Q: 3 clusters Score -505891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -505894.593750 Penalty: 830.375000
	Iteration 102Q: 3 clusters Score -505894.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -505895.531250 Penalty: 830.375000
	Iteration 103Q: 3 clusters Score -505895.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -505898.343750 Penalty: 830.375000
	Iteration 104Q: 3 clusters Score -505898.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -505899.750000 Penalty: 830.375000
	Iteration 105Q: 3 clusters Score -505899.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -505902.468750 Penalty: 830.375000
	Iteration 106Q: 3 clusters Score -505902.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -505903.468750 Penalty: 830.375000
	Iteration 107Q: 3 clusters Score -505903.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -505907.843750 Penalty: 830.375000
	Iteration 108Q: 3 clusters Score -505907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -505908.687500 Penalty: 830.375000
	Iteration 109Q: 3 clusters Score -505908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -505910.125000 Penalty: 830.375000
	Iteration 110Q: 3 clusters Score -505910.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -505910.562500 Penalty: 830.375000
	Iteration 111Q: 3 clusters Score -505910.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -505913.156250 Penalty: 830.375000
	Iteration 112Q: 3 clusters Score -505913.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -505914.437500 Penalty: 830.375000
	Iteration 113Q: 3 clusters Score -505914.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -505916.281250 Penalty: 830.375000
	Iteration 114Q: 3 clusters Score -505916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -505918.406250 Penalty: 830.375000
	Iteration 115Q: 3 clusters Score -505918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -505919.843750 Penalty: 830.375000
	Iteration 116Q: 3 clusters Score -505919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -505920.218750 Penalty: 830.375000
	Iteration 117Q: 3 clusters Score -505920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -505921.031250 Penalty: 830.375000
	Iteration 118Q: 3 clusters Score -505921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -505924.125000 Penalty: 830.375000
	Iteration 119Q: 3 clusters Score -505924.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -505926.093750 Penalty: 830.375000
	Iteration 120F: 3 clusters Score -505926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -505925.906250 Penalty: 830.375000
	Iteration 121Q: 3 clusters Score -505925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -505926.593750 Penalty: 830.375000
	Iteration 122Q: 3 clusters Score -505926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -505926.468750 Penalty: 830.375000
	Iteration 123Q: 3 clusters Score -505926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -505926.468750 Penalty: 830.375000
	Iteration 124F: 3 clusters Score -505926.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Entering Unmasked Estep 
Score: -109450.929688 Penalty: 346.451202
	Iteration 0F: 2 clusters Score -109450.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -108011.640625 Penalty: 692.902405
	Iteration 0F: 3 clusters Score -108011.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -108454.718750 Penalty: 692.902405
	Iteration 1F: 3 clusters Score -108454.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -108515.132812 Penalty: 692.902405
	Iteration 2F: 3 clusters Score -108515.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -108560.593750 Penalty: 692.902405
	Iteration 3Q: 3 clusters Score -108560.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -108609.406250 Penalty: 692.902405
	Iteration 4Q: 3 clusters Score -108609.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -108656.421875 Penalty: 692.902405
	Iteration 5Q: 3 clusters Score -108656.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -108699.328125 Penalty: 692.902405
	Iteration 6Q: 3 clusters Score -108699.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -108744.703125 Penalty: 692.902405
	Iteration 7Q: 3 clusters Score -108744.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -108809.015625 Penalty: 692.902405
	Iteration 8Q: 3 clusters Score -108809 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -108878.093750 Penalty: 692.902405
	Iteration 9Q: 3 clusters Score -108878.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -108933.132812 Penalty: 692.902405
	Iteration 10Q: 3 clusters Score -108933.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -108969.812500 Penalty: 692.902405
	Iteration 11Q: 3 clusters Score -108969.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -109002.882812 Penalty: 692.902405
	Iteration 12Q: 3 clusters Score -109002.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -109028.617188 Penalty: 692.902405
	Iteration 13Q: 3 clusters Score -109028.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -109046.031250 Penalty: 692.902405
	Iteration 14Q: 3 clusters Score -109046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -109059.078125 Penalty: 692.902405
	Iteration 15Q: 3 clusters Score -109059.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -109073.156250 Penalty: 692.902405
	Iteration 16Q: 3 clusters Score -109073.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -109087.000000 Penalty: 692.902405
	Iteration 17Q: 3 clusters Score -109087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -109094.843750 Penalty: 692.902405
	Iteration 18Q: 3 clusters Score -109094.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -109101.000000 Penalty: 692.902405
	Iteration 19Q: 3 clusters Score -109101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -109109.632812 Penalty: 692.902405
	Iteration 20F: 3 clusters Score -109109.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -109116.468750 Penalty: 692.902405
	Iteration 21Q: 3 clusters Score -109116.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -109123.765625 Penalty: 692.902405
	Iteration 22Q: 3 clusters Score -109123.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -109127.882812 Penalty: 692.902405
	Iteration 23Q: 3 clusters Score -109127.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -109130.195312 Penalty: 692.902405
	Iteration 24Q: 3 clusters Score -109130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -109132.023438 Penalty: 692.902405
	Iteration 25Q: 3 clusters Score -109132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -109132.679688 Penalty: 692.902405
	Iteration 26Q: 3 clusters Score -109132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -109133.226562 Penalty: 692.902405
	Iteration 27Q: 3 clusters Score -109133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -109133.304688 Penalty: 692.902405
	Iteration 28Q: 3 clusters Score -109133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -109133.789062 Penalty: 692.902405
	Iteration 29Q: 3 clusters Score -109133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -109134.328125 Penalty: 692.902405
	Iteration 30Q: 3 clusters Score -109134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -109135.039062 Penalty: 692.902405
	Iteration 31Q: 3 clusters Score -109135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -109135.468750 Penalty: 692.902405
	Iteration 32Q: 3 clusters Score -109135.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -109135.890625 Penalty: 692.902405
	Iteration 33Q: 3 clusters Score -109135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -109137.750000 Penalty: 692.902405
	Iteration 34Q: 3 clusters Score -109137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -109139.820312 Penalty: 692.902405
	Iteration 35Q: 3 clusters Score -109139.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -109142.882812 Penalty: 692.902405
	Iteration 36Q: 3 clusters Score -109142.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -109146.757812 Penalty: 692.902405
	Iteration 37Q: 3 clusters Score -109146.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -109148.640625 Penalty: 692.902405
	Iteration 38Q: 3 clusters Score -109148.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -109150.960938 Penalty: 692.902405
	Iteration 39Q: 3 clusters Score -109151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -109153.484375 Penalty: 692.902405
	Iteration 40F: 3 clusters Score -109153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -109156.734375 Penalty: 692.902405
	Iteration 41Q: 3 clusters Score -109156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -109159.421875 Penalty: 692.902405
	Iteration 42Q: 3 clusters Score -109159.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -109160.828125 Penalty: 692.902405
	Iteration 43Q: 3 clusters Score -109160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -109161.000000 Penalty: 692.902405
	Iteration 44Q: 3 clusters Score -109161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -109161.000000 Penalty: 692.902405
	Iteration 45F: 3 clusters Score -109161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Entering Unmasked Estep 
Score: -2250343.500000 Penalty: 483.727539
	Iteration 0F: 2 clusters Score -2250344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2222478.250000 Penalty: 967.455078
	Iteration 0F: 3 clusters Score -2222478 nChanged 20077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2235007.250000 Penalty: 967.455078
	Iteration 1F: 3 clusters Score -2235007 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2235970.500000 Penalty: 967.455078
	Iteration 2Q: 3 clusters Score -2235970 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2237497.500000 Penalty: 967.455078
	Iteration 3F: 3 clusters Score -2237498 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2239847.250000 Penalty: 967.455078
	Iteration 4F: 3 clusters Score -2239847 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2242658.500000 Penalty: 967.455078
	Iteration 5F: 3 clusters Score -2242658 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2245075.000000 Penalty: 967.455078
	Iteration 6F: 3 clusters Score -2245075 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2246729.000000 Penalty: 967.455078
	Iteration 7Q: 3 clusters Score -2246729 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2247860.250000 Penalty: 967.455078
	Iteration 8Q: 3 clusters Score -2247860 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2248689.500000 Penalty: 967.455078
	Iteration 9Q: 3 clusters Score -2248690 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2249221.500000 Penalty: 967.455078
	Iteration 10Q: 3 clusters Score -2249222 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2249556.250000 Penalty: 967.455078
	Iteration 11Q: 3 clusters Score -2249556 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2249752.000000 Penalty: 967.455078
	Iteration 12Q: 3 clusters Score -2249752 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2249841.750000 Penalty: 967.455078
	Iteration 13Q: 3 clusters Score -2249842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -2249878.750000 Penalty: 967.455078
	Iteration 14Q: 3 clusters Score -2249879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2249894.250000 Penalty: 967.455078
	Iteration 15Q: 3 clusters Score -2249894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -2249900.750000 Penalty: 967.455078
	Iteration 16Q: 3 clusters Score -2249901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -2249907.750000 Penalty: 967.455078
	Iteration 17Q: 3 clusters Score -2249908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -2249911.250000 Penalty: 967.455078
	Iteration 18Q: 3 clusters Score -2249911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2249916.000000 Penalty: 967.455078
	Iteration 19Q: 3 clusters Score -2249916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -2249917.250000 Penalty: 967.455078
	Iteration 20F: 3 clusters Score -2249917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (141613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141613 members 
Entering Unmasked Estep 
Score: -7333730.000000 Penalty: 539.668823
	Iteration 0F: 2 clusters Score -7333730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -7238179.000000 Penalty: 1079.337646
	Iteration 0F: 3 clusters Score -7238179 nChanged 69479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -7281693.500000 Penalty: 1079.337646
	Iteration 1F: 3 clusters Score -7281694 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89884 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -7285626.000000 Penalty: 1079.337646
	Iteration 2F: 3 clusters Score -7285626 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99173 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -7292006.000000 Penalty: 1079.337646
	Iteration 3F: 3 clusters Score -7292006 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110552 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -7301841.000000 Penalty: 1079.337646
	Iteration 4F: 3 clusters Score -7301841 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122192 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -7313835.000000 Penalty: 1079.337646
	Iteration 5F: 3 clusters Score -7313835 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131039 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -7323581.500000 Penalty: 1079.337646
	Iteration 6F: 3 clusters Score -7323582 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135815 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -7328832.000000 Penalty: 1079.337646
	Iteration 7Q: 3 clusters Score -7328832 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137947 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -7331005.000000 Penalty: 1079.337646
	Iteration 8Q: 3 clusters Score -7331005 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138991 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7331966.500000 Penalty: 1079.337646
	Iteration 9Q: 3 clusters Score -7331966 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139609 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7332460.500000 Penalty: 1079.337646
	Iteration 10Q: 3 clusters Score -7332460 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139979 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7332684.000000 Penalty: 1079.337646
	Iteration 11Q: 3 clusters Score -7332684 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7332824.000000 Penalty: 1079.337646
	Iteration 12Q: 3 clusters Score -7332824 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140433 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7332926.000000 Penalty: 1079.337646
	Iteration 13Q: 3 clusters Score -7332926 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140585 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7333015.500000 Penalty: 1079.337646
	Iteration 14Q: 3 clusters Score -7333016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140697 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7333068.500000 Penalty: 1079.337646
	Iteration 15Q: 3 clusters Score -7333068 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140792 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7333114.500000 Penalty: 1079.337646
	Iteration 16Q: 3 clusters Score -7333114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140854 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7333148.500000 Penalty: 1079.337646
	Iteration 17Q: 3 clusters Score -7333148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140911 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7333175.500000 Penalty: 1079.337646
	Iteration 18Q: 3 clusters Score -7333176 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140968 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7333204.500000 Penalty: 1079.337646
	Iteration 19Q: 3 clusters Score -7333204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141001 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7333227.500000 Penalty: 1079.337646
	Iteration 20F: 3 clusters Score -7333228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141027 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7333231.000000 Penalty: 1079.337646
	Iteration 21Q: 3 clusters Score -7333231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141043 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7333236.500000 Penalty: 1079.337646
	Iteration 22Q: 3 clusters Score -7333236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141056 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7333241.500000 Penalty: 1079.337646
	Iteration 23Q: 3 clusters Score -7333242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141074 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7333249.500000 Penalty: 1079.337646
	Iteration 24Q: 3 clusters Score -7333250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141087 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7333255.500000 Penalty: 1079.337646
	Iteration 25Q: 3 clusters Score -7333256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141094 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7333258.500000 Penalty: 1079.337646
	Iteration 26Q: 3 clusters Score -7333258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141102 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7333260.000000 Penalty: 1079.337646
	Iteration 27Q: 3 clusters Score -7333260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141108 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7333259.500000 Penalty: 1079.337646
	Iteration 28Q: 3 clusters Score -7333260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141109 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7333256.500000 Penalty: 1079.337646
	Iteration 29Q: 3 clusters Score -7333256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141112 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7333261.000000 Penalty: 1079.337646
	Iteration 30Q: 3 clusters Score -7333261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141116 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7333259.000000 Penalty: 1079.337646
	Iteration 31Q: 3 clusters Score -7333259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141118 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7333261.500000 Penalty: 1079.337646
	Iteration 32Q: 3 clusters Score -7333262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141119 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7333267.000000 Penalty: 1079.337646
	Iteration 33Q: 3 clusters Score -7333267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141119 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7333267.000000 Penalty: 1079.337646
	Iteration 34F: 3 clusters Score -7333267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6468.554199 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6468.554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6287.353027 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6287.353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6420.401855 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6420.402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -6445.737305 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6445.737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6468.993164 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -6468.993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 31 members 
Entering Unmasked Estep 
Score: -6468.993164 Penalty: 467.357666
	Iteration 4F: 3 clusters Score -6468.993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 73937 members 
Mstep: Class 3 contains 74998 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 46978 members 
Mstep: Class 6 contains 68128 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 157644 members 
Mstep: Class 9 contains 74442 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 15183 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8927 members 
Mstep: Class 14 contains 87227 members 
Mstep: Class 15 contains 13682 members 
Mstep: Class 16 contains 62552 members 
Mstep: Class 17 contains 10598 members 
Mstep: Class 18 contains 12492 members 
Mstep: Class 19 contains 81956 members 
Mstep: Class 20 contains 12198 members 
Mstep: Class 21 contains 31 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39101 members 
Mstep: Class 24 contains 9182 members 
Mstep: Class 25 contains 2027 members 
Mstep: Class 26 contains 41414 members 
Mstep: Class 27 contains 141613 members 
Mstep: Class 28 contains 139 members 
Mstep: Class 29 contains 7240 members 
Mstep: Class 30 contains 9995 members 
Mstep: Class 31 contains 70628 members 
Mstep: Class 32 contains 1025 members 
Mstep: Class 33 contains 21786 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 83121 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 23088 members 
Mstep: Class 39 contains 6777 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 96817 members 
Mstep: Class 42 contains 74550 members 
Mstep: Class 43 contains 16986 members 
Mstep: Class 44 contains 2539 members 
Mstep: Class 45 contains 55191 members 
Mstep: Class 46 contains 151205 members 
Entering Unmasked Estep 
Score: -87422152.000000 Penalty: 30063.429688
Splitting cluster 28 changes total score from -87422880.000000 to -87422152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (7240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Entering Unmasked Estep 
Score: -391071.375000 Penalty: 404.375641
	Iteration 0F: 2 clusters Score -391071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -386229.093750 Penalty: 808.751282
	Iteration 0F: 3 clusters Score -386229.1 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -388015.906250 Penalty: 808.751282
	Iteration 1F: 3 clusters Score -388015.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -388171.125000 Penalty: 808.751282
	Iteration 2F: 3 clusters Score -388171.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -388332.375000 Penalty: 808.751282
	Iteration 3F: 3 clusters Score -388332.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -388505.500000 Penalty: 808.751282
	Iteration 4F: 3 clusters Score -388505.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -388697.375000 Penalty: 808.751282
	Iteration 5F: 3 clusters Score -388697.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -388917.375000 Penalty: 808.751282
	Iteration 6F: 3 clusters Score -388917.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -389166.375000 Penalty: 808.751282
	Iteration 7F: 3 clusters Score -389166.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -389407.218750 Penalty: 808.751282
	Iteration 8Q: 3 clusters Score -389407.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -389616.093750 Penalty: 808.751282
	Iteration 9Q: 3 clusters Score -389616.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -389769.187500 Penalty: 808.751282
	Iteration 10Q: 3 clusters Score -389769.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -389897.562500 Penalty: 808.751282
	Iteration 11Q: 3 clusters Score -389897.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -389999.031250 Penalty: 808.751282
	Iteration 12Q: 3 clusters Score -389999 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -390094.531250 Penalty: 808.751282
	Iteration 13Q: 3 clusters Score -390094.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -390215.906250 Penalty: 808.751282
	Iteration 14Q: 3 clusters Score -390215.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -390354.343750 Penalty: 808.751282
	Iteration 15Q: 3 clusters Score -390354.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -390458.281250 Penalty: 808.751282
	Iteration 16Q: 3 clusters Score -390458.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -390536.187500 Penalty: 808.751282
	Iteration 17Q: 3 clusters Score -390536.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -390597.687500 Penalty: 808.751282
	Iteration 18Q: 3 clusters Score -390597.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -390647.968750 Penalty: 808.751282
	Iteration 19Q: 3 clusters Score -390648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -390699.875000 Penalty: 808.751282
	Iteration 20F: 3 clusters Score -390699.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -390729.875000 Penalty: 808.751282
	Iteration 21Q: 3 clusters Score -390729.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -390742.906250 Penalty: 808.751282
	Iteration 22Q: 3 clusters Score -390742.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -390749.156250 Penalty: 808.751282
	Iteration 23Q: 3 clusters Score -390749.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -390755.218750 Penalty: 808.751282
	Iteration 24Q: 3 clusters Score -390755.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -390759.312500 Penalty: 808.751282
	Iteration 25Q: 3 clusters Score -390759.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -390761.687500 Penalty: 808.751282
	Iteration 26Q: 3 clusters Score -390761.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -390763.093750 Penalty: 808.751282
	Iteration 27Q: 3 clusters Score -390763.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -390763.531250 Penalty: 808.751282
	Iteration 28Q: 3 clusters Score -390763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -390764.812500 Penalty: 808.751282
	Iteration 29Q: 3 clusters Score -390764.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -390765.562500 Penalty: 808.751282
	Iteration 30Q: 3 clusters Score -390765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -390764.656250 Penalty: 808.751282
	Iteration 31Q: 3 clusters Score -390764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -390765.093750 Penalty: 808.751282
	Iteration 32Q: 3 clusters Score -390765.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -390765.343750 Penalty: 808.751282
	Iteration 33Q: 3 clusters Score -390765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -390766.875000 Penalty: 808.751282
	Iteration 34Q: 3 clusters Score -390766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -390767.187500 Penalty: 808.751282
	Iteration 35Q: 3 clusters Score -390767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -390767.593750 Penalty: 808.751282
	Iteration 36Q: 3 clusters Score -390767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -390766.968750 Penalty: 808.751282
	Iteration 37Q: 3 clusters Score -390767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -390766.937500 Penalty: 808.751282
	Iteration 38Q: 3 clusters Score -390766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -390766.937500 Penalty: 808.751282
	Iteration 39F: 3 clusters Score -390766.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Entering Unmasked Estep 
Score: -544255.875000 Penalty: 419.047699
	Iteration 0F: 2 clusters Score -544255.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -537523.437500 Penalty: 838.095398
	Iteration 0F: 3 clusters Score -537523.4 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -540409.187500 Penalty: 838.095398
	Iteration 1F: 3 clusters Score -540409.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -540774.312500 Penalty: 838.095398
	Iteration 2F: 3 clusters Score -540774.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -541316.875000 Penalty: 838.095398
	Iteration 3F: 3 clusters Score -541316.9 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -542044.687500 Penalty: 838.095398
	Iteration 4F: 3 clusters Score -542044.7 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -542770.000000 Penalty: 838.095398
	Iteration 5F: 3 clusters Score -542770 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -543351.000000 Penalty: 838.095398
	Iteration 6F: 3 clusters Score -543351 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -543708.187500 Penalty: 838.095398
	Iteration 7Q: 3 clusters Score -543708.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -543836.312500 Penalty: 838.095398
	Iteration 8Q: 3 clusters Score -543836.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -543883.125000 Penalty: 838.095398
	Iteration 9Q: 3 clusters Score -543883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -543894.750000 Penalty: 838.095398
	Iteration 10Q: 3 clusters Score -543894.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -543907.250000 Penalty: 838.095398
	Iteration 11Q: 3 clusters Score -543907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -543911.062500 Penalty: 838.095398
	Iteration 12Q: 3 clusters Score -543911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -543914.437500 Penalty: 838.095398
	Iteration 13Q: 3 clusters Score -543914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -543915.312500 Penalty: 838.095398
	Iteration 14Q: 3 clusters Score -543915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -543915.312500 Penalty: 838.095398
	Iteration 15F: 3 clusters Score -543915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (70628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Entering Unmasked Estep 
Score: -3861591.500000 Penalty: 508.015778
	Iteration 0F: 2 clusters Score -3861592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -3814180.500000 Penalty: 1016.031555
	Iteration 0F: 3 clusters Score -3814180 nChanged 34369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -3834654.250000 Penalty: 1016.031555
	Iteration 1F: 3 clusters Score -3834654 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -3835776.250000 Penalty: 1016.031555
	Iteration 2Q: 3 clusters Score -3835776 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -3837682.250000 Penalty: 1016.031555
	Iteration 3F: 3 clusters Score -3837682 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -3840998.000000 Penalty: 1016.031555
	Iteration 4F: 3 clusters Score -3840998 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -3846253.250000 Penalty: 1016.031555
	Iteration 5F: 3 clusters Score -3846253 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -3852733.750000 Penalty: 1016.031555
	Iteration 6F: 3 clusters Score -3852734 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 67627 members 
Entering Unmasked Estep 
Score: -3858120.250000 Penalty: 1016.031555
	Iteration 7F: 3 clusters Score -3858120 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -3860473.500000 Penalty: 1016.031555
	Iteration 8Q: 3 clusters Score -3860474 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -3861010.000000 Penalty: 1016.031555
	Iteration 9Q: 3 clusters Score -3861010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70553 members 
Entering Unmasked Estep 
Score: -3861110.750000 Penalty: 1016.031555
	Iteration 10Q: 3 clusters Score -3861111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -3861132.000000 Penalty: 1016.031555
	Iteration 11Q: 3 clusters Score -3861132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -3861138.000000 Penalty: 1016.031555
	Iteration 12Q: 3 clusters Score -3861138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -3861144.500000 Penalty: 1016.031555
	Iteration 13Q: 3 clusters Score -3861144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -3861149.500000 Penalty: 1016.031555
	Iteration 14Q: 3 clusters Score -3861150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -3861155.250000 Penalty: 1016.031555
	Iteration 15Q: 3 clusters Score -3861155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -3861156.250000 Penalty: 1016.031555
	Iteration 16Q: 3 clusters Score -3861156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 70578 members 
Entering Unmasked Estep 
Score: -3861156.250000 Penalty: 1016.031555
	Iteration 17F: 3 clusters Score -3861156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -55307.609375 Penalty: 315.426392
	Iteration 0F: 2 clusters Score -55307.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -54496.097656 Penalty: 630.852783
	Iteration 0F: 3 clusters Score -54496.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -54752.097656 Penalty: 630.852783
	Iteration 1F: 3 clusters Score -54752.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -54837.808594 Penalty: 630.852783
	Iteration 2F: 3 clusters Score -54837.81 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -54915.851562 Penalty: 630.852783
	Iteration 3F: 3 clusters Score -54915.85 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54979.167969 Penalty: 630.852783
	Iteration 4F: 3 clusters Score -54979.17 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -55018.968750 Penalty: 630.852783
	Iteration 5Q: 3 clusters Score -55018.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -55038.234375 Penalty: 630.852783
	Iteration 6Q: 3 clusters Score -55038.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -55046.085938 Penalty: 630.852783
	Iteration 7Q: 3 clusters Score -55046.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -55048.371094 Penalty: 630.852783
	Iteration 8Q: 3 clusters Score -55048.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -55049.847656 Penalty: 630.852783
	Iteration 9Q: 3 clusters Score -55049.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -55050.320312 Penalty: 630.852783
	Iteration 10Q: 3 clusters Score -55050.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -55050.320312 Penalty: 630.852783
	Iteration 11F: 3 clusters Score -55050.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Entering Unmasked Estep 
Score: -1133848.250000 Penalty: 454.500549
	Iteration 0F: 2 clusters Score -1133848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1119261.500000 Penalty: 909.001099
	Iteration 0F: 3 clusters Score -1119262 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1124871.875000 Penalty: 909.001099
	Iteration 1F: 3 clusters Score -1124872 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1125056.750000 Penalty: 909.001099
	Iteration 2Q: 3 clusters Score -1125057 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1125247.125000 Penalty: 909.001099
	Iteration 3Q: 3 clusters Score -1125247 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1125475.375000 Penalty: 909.001099
	Iteration 4Q: 3 clusters Score -1125475 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1125770.125000 Penalty: 909.001099
	Iteration 5Q: 3 clusters Score -1125770 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1126199.125000 Penalty: 909.001099
	Iteration 6Q: 3 clusters Score -1126199 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1126826.625000 Penalty: 909.001099
	Iteration 7F: 3 clusters Score -1126827 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1127757.125000 Penalty: 909.001099
	Iteration 8F: 3 clusters Score -1127757 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1129036.250000 Penalty: 909.001099
	Iteration 9F: 3 clusters Score -1129036 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1130574.375000 Penalty: 909.001099
	Iteration 10F: 3 clusters Score -1130574 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -1131957.000000 Penalty: 909.001099
	Iteration 11F: 3 clusters Score -1131957 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -1132803.250000 Penalty: 909.001099
	Iteration 12Q: 3 clusters Score -1132803 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -1133214.750000 Penalty: 909.001099
	Iteration 13Q: 3 clusters Score -1133215 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -1133357.125000 Penalty: 909.001099
	Iteration 14Q: 3 clusters Score -1133357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -1133407.250000 Penalty: 909.001099
	Iteration 15Q: 3 clusters Score -1133407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -1133438.875000 Penalty: 909.001099
	Iteration 16Q: 3 clusters Score -1133439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -1133454.625000 Penalty: 909.001099
	Iteration 17Q: 3 clusters Score -1133455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -1133461.375000 Penalty: 909.001099
	Iteration 18Q: 3 clusters Score -1133461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -1133464.000000 Penalty: 909.001099
	Iteration 19Q: 3 clusters Score -1133464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -1133466.250000 Penalty: 909.001099
	Iteration 20F: 3 clusters Score -1133466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -1133468.875000 Penalty: 909.001099
	Iteration 21Q: 3 clusters Score -1133469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -1133468.875000 Penalty: 909.001099
	Iteration 22F: 3 clusters Score -1133469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -13046.459961 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -13046.46 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 130 members 
Entering Unmasked Estep 
Score: -12716.245117 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -12716.25 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12786.206055 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -12786.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12806.367188 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -12806.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12828.220703 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -12828.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12838.029297 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -12838.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12853.328125 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -12853.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12863.108398 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -12863.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12873.724609 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -12873.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12883.909180 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -12883.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12887.052734 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -12887.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12888.131836 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -12888.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12888.131836 Penalty: 515.329407
	Iteration 11F: 3 clusters Score -12888.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -133510.421875 Penalty: 356.230103
	Iteration 0F: 2 clusters Score -133510.4 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 1243 members 
Entering Unmasked Estep 
Score: -131784.500000 Penalty: 712.460205
	Iteration 0F: 3 clusters Score -131784.5 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -132628.921875 Penalty: 712.460205
	Iteration 1F: 3 clusters Score -132628.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -132936.531250 Penalty: 712.460205
	Iteration 2F: 3 clusters Score -132936.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -133260.281250 Penalty: 712.460205
	Iteration 3F: 3 clusters Score -133260.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133443.953125 Penalty: 712.460205
	Iteration 4F: 3 clusters Score -133444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -133491.875000 Penalty: 712.460205
	Iteration 5Q: 3 clusters Score -133491.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133507.890625 Penalty: 712.460205
	Iteration 6Q: 3 clusters Score -133507.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -133514.218750 Penalty: 712.460205
	Iteration 7Q: 3 clusters Score -133514.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -133517.062500 Penalty: 712.460205
	Iteration 8Q: 3 clusters Score -133517.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133518.906250 Penalty: 712.460205
	Iteration 9Q: 3 clusters Score -133518.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -133520.265625 Penalty: 712.460205
	Iteration 10Q: 3 clusters Score -133520.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133520.437500 Penalty: 712.460205
	Iteration 11Q: 3 clusters Score -133520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -133520.437500 Penalty: 712.460205
	Iteration 12F: 3 clusters Score -133520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 73937 members 
Mstep: Class 3 contains 74998 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 46978 members 
Mstep: Class 6 contains 68128 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 157644 members 
Mstep: Class 9 contains 74442 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 15183 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8927 members 
Mstep: Class 14 contains 87227 members 
Mstep: Class 15 contains 13682 members 
Mstep: Class 16 contains 62552 members 
Mstep: Class 17 contains 10598 members 
Mstep: Class 18 contains 12492 members 
Mstep: Class 19 contains 81956 members 
Mstep: Class 20 contains 12198 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39101 members 
Mstep: Class 24 contains 9182 members 
Mstep: Class 25 contains 2027 members 
Mstep: Class 26 contains 41414 members 
Mstep: Class 27 contains 141613 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7240 members 
Mstep: Class 30 contains 9995 members 
Mstep: Class 31 contains 70628 members 
Mstep: Class 32 contains 1025 members 
Mstep: Class 33 contains 21786 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 1947 members 
Mstep: Class 36 contains 83121 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 23088 members 
Mstep: Class 39 contains 6777 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 96817 members 
Mstep: Class 42 contains 74550 members 
Mstep: Class 43 contains 16986 members 
Mstep: Class 44 contains 2539 members 
Mstep: Class 45 contains 55191 members 
Mstep: Class 46 contains 151205 members 
Entering Unmasked Estep 
Score: -87422328.000000 Penalty: 30063.429688
Splitting cluster 35 changes total score from -87422880.000000 to -87422328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (83121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Entering Unmasked Estep 
Score: -4538313.000000 Penalty: 515.426392
	Iteration 0F: 2 clusters Score -4538313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -4482807.000000 Penalty: 1030.852783
	Iteration 0F: 3 clusters Score -4482807 nChanged 40705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -4509085.500000 Penalty: 1030.852783
	Iteration 1F: 3 clusters Score -4509086 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -4511328.500000 Penalty: 1030.852783
	Iteration 2F: 3 clusters Score -4511328 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -4514479.000000 Penalty: 1030.852783
	Iteration 3F: 3 clusters Score -4514479 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -4518949.000000 Penalty: 1030.852783
	Iteration 4F: 3 clusters Score -4518949 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -4523950.000000 Penalty: 1030.852783
	Iteration 5F: 3 clusters Score -4523950 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -4527465.500000 Penalty: 1030.852783
	Iteration 6F: 3 clusters Score -4527466 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -4529085.500000 Penalty: 1030.852783
	Iteration 7Q: 3 clusters Score -4529086 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -4530008.500000 Penalty: 1030.852783
	Iteration 8Q: 3 clusters Score -4530008 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 68083 members 
Entering Unmasked Estep 
Score: -4530759.000000 Penalty: 1030.852783
	Iteration 9Q: 3 clusters Score -4530759 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 69526 members 
Entering Unmasked Estep 
Score: -4531505.500000 Penalty: 1030.852783
	Iteration 10Q: 3 clusters Score -4531506 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -4532208.000000 Penalty: 1030.852783
	Iteration 11Q: 3 clusters Score -4532208 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 72019 members 
Entering Unmasked Estep 
Score: -4532802.500000 Penalty: 1030.852783
	Iteration 12Q: 3 clusters Score -4532802 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -4533368.000000 Penalty: 1030.852783
	Iteration 13Q: 3 clusters Score -4533368 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -4533897.500000 Penalty: 1030.852783
	Iteration 14Q: 3 clusters Score -4533898 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 75034 members 
Entering Unmasked Estep 
Score: -4534303.500000 Penalty: 1030.852783
	Iteration 15Q: 3 clusters Score -4534304 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 75905 members 
Entering Unmasked Estep 
Score: -4534689.500000 Penalty: 1030.852783
	Iteration 16Q: 3 clusters Score -4534690 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -4535009.000000 Penalty: 1030.852783
	Iteration 17Q: 3 clusters Score -4535009 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
Score: -4535319.500000 Penalty: 1030.852783
	Iteration 18Q: 3 clusters Score -4535320 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 77940 members 
Entering Unmasked Estep 
Score: -4535570.500000 Penalty: 1030.852783
	Iteration 19Q: 3 clusters Score -4535570 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -4535838.000000 Penalty: 1030.852783
	Iteration 20F: 3 clusters Score -4535838 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 79116 members 
Entering Unmasked Estep 
Score: -4536085.000000 Penalty: 1030.852783
	Iteration 21Q: 3 clusters Score -4536085 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 79613 members 
Entering Unmasked Estep 
Score: -4536304.500000 Penalty: 1030.852783
	Iteration 22Q: 3 clusters Score -4536304 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -4536501.000000 Penalty: 1030.852783
	Iteration 23Q: 3 clusters Score -4536501 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 80462 members 
Entering Unmasked Estep 
Score: -4536678.500000 Penalty: 1030.852783
	Iteration 24Q: 3 clusters Score -4536678 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -4536833.500000 Penalty: 1030.852783
	Iteration 25Q: 3 clusters Score -4536834 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -4536996.000000 Penalty: 1030.852783
	Iteration 26Q: 3 clusters Score -4536996 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -4537158.500000 Penalty: 1030.852783
	Iteration 27Q: 3 clusters Score -4537158 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -4537264.500000 Penalty: 1030.852783
	Iteration 28Q: 3 clusters Score -4537264 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -4537382.000000 Penalty: 1030.852783
	Iteration 29Q: 3 clusters Score -4537382 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -4537446.500000 Penalty: 1030.852783
	Iteration 30Q: 3 clusters Score -4537446 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -4537512.000000 Penalty: 1030.852783
	Iteration 31Q: 3 clusters Score -4537512 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -4537588.500000 Penalty: 1030.852783
	Iteration 32Q: 3 clusters Score -4537588 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -4537646.500000 Penalty: 1030.852783
	Iteration 33Q: 3 clusters Score -4537646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -4537701.000000 Penalty: 1030.852783
	Iteration 34Q: 3 clusters Score -4537701 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -4537744.500000 Penalty: 1030.852783
	Iteration 35Q: 3 clusters Score -4537744 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 82520 members 
Entering Unmasked Estep 
Score: -4537756.500000 Penalty: 1030.852783
	Iteration 36Q: 3 clusters Score -4537756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -4537770.000000 Penalty: 1030.852783
	Iteration 37Q: 3 clusters Score -4537770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 82594 members 
Entering Unmasked Estep 
Score: -4537787.000000 Penalty: 1030.852783
	Iteration 38Q: 3 clusters Score -4537787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -4537804.500000 Penalty: 1030.852783
	Iteration 39Q: 3 clusters Score -4537804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 82643 members 
Entering Unmasked Estep 
Score: -4537812.000000 Penalty: 1030.852783
	Iteration 40F: 3 clusters Score -4537812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -4537818.000000 Penalty: 1030.852783
	Iteration 41Q: 3 clusters Score -4537818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 82681 members 
Entering Unmasked Estep 
Score: -4537826.500000 Penalty: 1030.852783
	Iteration 42Q: 3 clusters Score -4537826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 82693 members 
Entering Unmasked Estep 
Score: -4537819.500000 Penalty: 1030.852783
	Iteration 43Q: 3 clusters Score -4537820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -4537827.000000 Penalty: 1030.852783
	Iteration 44Q: 3 clusters Score -4537827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -4537832.500000 Penalty: 1030.852783
	Iteration 45Q: 3 clusters Score -4537832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -4537845.000000 Penalty: 1030.852783
	Iteration 46Q: 3 clusters Score -4537845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -4537844.500000 Penalty: 1030.852783
	Iteration 47Q: 3 clusters Score -4537844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -4537858.000000 Penalty: 1030.852783
	Iteration 48Q: 3 clusters Score -4537858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 82767 members 
Entering Unmasked Estep 
Score: -4537861.000000 Penalty: 1030.852783
	Iteration 49Q: 3 clusters Score -4537861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -4537868.000000 Penalty: 1030.852783
	Iteration 50Q: 3 clusters Score -4537868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -4537871.000000 Penalty: 1030.852783
	Iteration 51Q: 3 clusters Score -4537871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -4537868.500000 Penalty: 1030.852783
	Iteration 52Q: 3 clusters Score -4537868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -4537875.500000 Penalty: 1030.852783
	Iteration 53Q: 3 clusters Score -4537876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -4537880.500000 Penalty: 1030.852783
	Iteration 54Q: 3 clusters Score -4537880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -4537882.500000 Penalty: 1030.852783
	Iteration 55Q: 3 clusters Score -4537882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 82820 members 
Entering Unmasked Estep 
Score: -4537880.000000 Penalty: 1030.852783
	Iteration 56Q: 3 clusters Score -4537880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -4537884.000000 Penalty: 1030.852783
	Iteration 57Q: 3 clusters Score -4537884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 82826 members 
Entering Unmasked Estep 
Score: -4537883.500000 Penalty: 1030.852783
	Iteration 58Q: 3 clusters Score -4537884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -4537889.000000 Penalty: 1030.852783
	Iteration 59Q: 3 clusters Score -4537889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -4537892.500000 Penalty: 1030.852783
	Iteration 60F: 3 clusters Score -4537892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -4537891.500000 Penalty: 1030.852783
	Iteration 61Q: 3 clusters Score -4537892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -4537893.500000 Penalty: 1030.852783
	Iteration 62Q: 3 clusters Score -4537894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -4537902.000000 Penalty: 1030.852783
	Iteration 63Q: 3 clusters Score -4537902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -4537903.500000 Penalty: 1030.852783
	Iteration 64Q: 3 clusters Score -4537904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -4537907.000000 Penalty: 1030.852783
	Iteration 65Q: 3 clusters Score -4537907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -4537906.500000 Penalty: 1030.852783
	Iteration 66Q: 3 clusters Score -4537906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -4537915.000000 Penalty: 1030.852783
	Iteration 67Q: 3 clusters Score -4537915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -4537921.000000 Penalty: 1030.852783
	Iteration 68Q: 3 clusters Score -4537921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -4537924.500000 Penalty: 1030.852783
	Iteration 69Q: 3 clusters Score -4537924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 82886 members 
Entering Unmasked Estep 
Score: -4537926.500000 Penalty: 1030.852783
	Iteration 70Q: 3 clusters Score -4537926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -4537925.000000 Penalty: 1030.852783
	Iteration 71Q: 3 clusters Score -4537925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -4537927.000000 Penalty: 1030.852783
	Iteration 72Q: 3 clusters Score -4537927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -4537927.000000 Penalty: 1030.852783
	Iteration 73F: 3 clusters Score -4537927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Entering Unmasked Estep 
Score: -413726.625000 Penalty: 410.229248
	Iteration 0F: 2 clusters Score -413726.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -408169.312500 Penalty: 820.458496
	Iteration 0F: 3 clusters Score -408169.3 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -410406.625000 Penalty: 820.458496
	Iteration 1F: 3 clusters Score -410406.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -410589.062500 Penalty: 820.458496
	Iteration 2F: 3 clusters Score -410589.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -410797.156250 Penalty: 820.458496
	Iteration 3Q: 3 clusters Score -410797.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -411085.125000 Penalty: 820.458496
	Iteration 4F: 3 clusters Score -411085.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -411510.312500 Penalty: 820.458496
	Iteration 5F: 3 clusters Score -411510.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -411972.343750 Penalty: 820.458496
	Iteration 6F: 3 clusters Score -411972.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -412324.843750 Penalty: 820.458496
	Iteration 7F: 3 clusters Score -412324.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -412498.750000 Penalty: 820.458496
	Iteration 8Q: 3 clusters Score -412498.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -412597.843750 Penalty: 820.458496
	Iteration 9Q: 3 clusters Score -412597.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -412666.093750 Penalty: 820.458496
	Iteration 10Q: 3 clusters Score -412666.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -412731.281250 Penalty: 820.458496
	Iteration 11Q: 3 clusters Score -412731.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -412802.937500 Penalty: 820.458496
	Iteration 12Q: 3 clusters Score -412802.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -412866.531250 Penalty: 820.458496
	Iteration 13Q: 3 clusters Score -412866.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -412927.843750 Penalty: 820.458496
	Iteration 14Q: 3 clusters Score -412927.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -412993.125000 Penalty: 820.458496
	Iteration 15Q: 3 clusters Score -412993.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -413056.781250 Penalty: 820.458496
	Iteration 16Q: 3 clusters Score -413056.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -413103.968750 Penalty: 820.458496
	Iteration 17Q: 3 clusters Score -413104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -413153.625000 Penalty: 820.458496
	Iteration 18Q: 3 clusters Score -413153.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -413189.500000 Penalty: 820.458496
	Iteration 19Q: 3 clusters Score -413189.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -413222.937500 Penalty: 820.458496
	Iteration 20F: 3 clusters Score -413222.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -413254.187500 Penalty: 820.458496
	Iteration 21Q: 3 clusters Score -413254.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -413277.906250 Penalty: 820.458496
	Iteration 22Q: 3 clusters Score -413277.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -413301.656250 Penalty: 820.458496
	Iteration 23Q: 3 clusters Score -413301.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -413319.906250 Penalty: 820.458496
	Iteration 24Q: 3 clusters Score -413319.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -413326.718750 Penalty: 820.458496
	Iteration 25Q: 3 clusters Score -413326.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -413330.906250 Penalty: 820.458496
	Iteration 26Q: 3 clusters Score -413330.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -413333.125000 Penalty: 820.458496
	Iteration 27Q: 3 clusters Score -413333.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -413334.000000 Penalty: 820.458496
	Iteration 28Q: 3 clusters Score -413334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -413333.593750 Penalty: 820.458496
	Iteration 29Q: 3 clusters Score -413333.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -413334.093750 Penalty: 820.458496
	Iteration 30Q: 3 clusters Score -413334.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -413334.656250 Penalty: 820.458496
	Iteration 31Q: 3 clusters Score -413334.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -413335.750000 Penalty: 820.458496
	Iteration 32Q: 3 clusters Score -413335.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -413335.687500 Penalty: 820.458496
	Iteration 33Q: 3 clusters Score -413335.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -413336.218750 Penalty: 820.458496
	Iteration 34Q: 3 clusters Score -413336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -413336.875000 Penalty: 820.458496
	Iteration 35Q: 3 clusters Score -413336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -413336.468750 Penalty: 820.458496
	Iteration 36Q: 3 clusters Score -413336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -413336.656250 Penalty: 820.458496
	Iteration 37Q: 3 clusters Score -413336.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -413337.375000 Penalty: 820.458496
	Iteration 38Q: 3 clusters Score -413337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -413336.781250 Penalty: 820.458496
	Iteration 39Q: 3 clusters Score -413336.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -413337.406250 Penalty: 820.458496
	Iteration 40F: 3 clusters Score -413337.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -413337.593750 Penalty: 820.458496
	Iteration 41Q: 3 clusters Score -413337.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -413336.968750 Penalty: 820.458496
	Iteration 42Q: 3 clusters Score -413337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -413337.375000 Penalty: 820.458496
	Iteration 43Q: 3 clusters Score -413337.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -413337.375000 Penalty: 820.458496
	Iteration 44F: 3 clusters Score -413337.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (23088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Entering Unmasked Estep 
Score: -1298825.125000 Penalty: 457.141632
	Iteration 0F: 2 clusters Score -1298825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1283407.625000 Penalty: 914.283264
	Iteration 0F: 3 clusters Score -1283408 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1289591.875000 Penalty: 914.283264
	Iteration 1F: 3 clusters Score -1289592 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1289806.125000 Penalty: 914.283264
	Iteration 2Q: 3 clusters Score -1289806 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1290053.750000 Penalty: 914.283264
	Iteration 3Q: 3 clusters Score -1290054 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1290398.125000 Penalty: 914.283264
	Iteration 4Q: 3 clusters Score -1290398 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1291048.750000 Penalty: 914.283264
	Iteration 5Q: 3 clusters Score -1291049 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1292128.750000 Penalty: 914.283264
	Iteration 6F: 3 clusters Score -1292129 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1293440.625000 Penalty: 914.283264
	Iteration 7F: 3 clusters Score -1293441 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1294359.000000 Penalty: 914.283264
	Iteration 8F: 3 clusters Score -1294359 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1294770.500000 Penalty: 914.283264
	Iteration 9Q: 3 clusters Score -1294770 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1294998.500000 Penalty: 914.283264
	Iteration 10Q: 3 clusters Score -1294998 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1295210.500000 Penalty: 914.283264
	Iteration 11Q: 3 clusters Score -1295210 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1295460.000000 Penalty: 914.283264
	Iteration 12Q: 3 clusters Score -1295460 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1295724.375000 Penalty: 914.283264
	Iteration 13Q: 3 clusters Score -1295724 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1295993.625000 Penalty: 914.283264
	Iteration 14Q: 3 clusters Score -1295994 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1296295.125000 Penalty: 914.283264
	Iteration 15Q: 3 clusters Score -1296295 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1296650.125000 Penalty: 914.283264
	Iteration 16Q: 3 clusters Score -1296650 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1296971.125000 Penalty: 914.283264
	Iteration 17Q: 3 clusters Score -1296971 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1297208.250000 Penalty: 914.283264
	Iteration 18Q: 3 clusters Score -1297208 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1297408.125000 Penalty: 914.283264
	Iteration 19Q: 3 clusters Score -1297408 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1297525.375000 Penalty: 914.283264
	Iteration 20F: 3 clusters Score -1297525 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1297586.500000 Penalty: 914.283264
	Iteration 21Q: 3 clusters Score -1297586 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1297620.250000 Penalty: 914.283264
	Iteration 22Q: 3 clusters Score -1297620 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1297642.125000 Penalty: 914.283264
	Iteration 23Q: 3 clusters Score -1297642 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -1297645.875000 Penalty: 914.283264
	Iteration 24Q: 3 clusters Score -1297646 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -1297650.875000 Penalty: 914.283264
	Iteration 25Q: 3 clusters Score -1297651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1297660.250000 Penalty: 914.283264
	Iteration 26Q: 3 clusters Score -1297660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -1297663.875000 Penalty: 914.283264
	Iteration 27Q: 3 clusters Score -1297664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1297671.000000 Penalty: 914.283264
	Iteration 28Q: 3 clusters Score -1297671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1297674.500000 Penalty: 914.283264
	Iteration 29Q: 3 clusters Score -1297674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1297676.000000 Penalty: 914.283264
	Iteration 30Q: 3 clusters Score -1297676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1297680.125000 Penalty: 914.283264
	Iteration 31Q: 3 clusters Score -1297680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1297685.125000 Penalty: 914.283264
	Iteration 32Q: 3 clusters Score -1297685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1297686.875000 Penalty: 914.283264
	Iteration 33Q: 3 clusters Score -1297687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1297687.625000 Penalty: 914.283264
	Iteration 34Q: 3 clusters Score -1297688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1297686.125000 Penalty: 914.283264
	Iteration 35Q: 3 clusters Score -1297686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1297689.500000 Penalty: 914.283264
	Iteration 36Q: 3 clusters Score -1297690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1297693.750000 Penalty: 914.283264
	Iteration 37Q: 3 clusters Score -1297694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1297693.000000 Penalty: 914.283264
	Iteration 38Q: 3 clusters Score -1297693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1297690.625000 Penalty: 914.283264
	Iteration 39Q: 3 clusters Score -1297691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -1297691.625000 Penalty: 914.283264
	Iteration 40F: 3 clusters Score -1297692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1297691.625000 Penalty: 914.283264
	Iteration 41Q: 3 clusters Score -1297692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1297694.375000 Penalty: 914.283264
	Iteration 42Q: 3 clusters Score -1297694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1297692.875000 Penalty: 914.283264
	Iteration 43Q: 3 clusters Score -1297693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -1297697.875000 Penalty: 914.283264
	Iteration 44Q: 3 clusters Score -1297698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1297696.750000 Penalty: 914.283264
	Iteration 45Q: 3 clusters Score -1297697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1297699.750000 Penalty: 914.283264
	Iteration 46Q: 3 clusters Score -1297700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1297699.375000 Penalty: 914.283264
	Iteration 47Q: 3 clusters Score -1297699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1297700.625000 Penalty: 914.283264
	Iteration 48Q: 3 clusters Score -1297701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1297703.500000 Penalty: 914.283264
	Iteration 49Q: 3 clusters Score -1297704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1297700.750000 Penalty: 914.283264
	Iteration 50Q: 3 clusters Score -1297701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -1297701.375000 Penalty: 914.283264
	Iteration 51Q: 3 clusters Score -1297701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1297710.750000 Penalty: 914.283264
	Iteration 52Q: 3 clusters Score -1297711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1297710.750000 Penalty: 914.283264
	Iteration 53Q: 3 clusters Score -1297711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1297710.375000 Penalty: 914.283264
	Iteration 54Q: 3 clusters Score -1297710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -1297709.750000 Penalty: 914.283264
	Iteration 55Q: 3 clusters Score -1297710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1297710.625000 Penalty: 914.283264
	Iteration 56Q: 3 clusters Score -1297711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1297714.625000 Penalty: 914.283264
	Iteration 57Q: 3 clusters Score -1297715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -1297716.375000 Penalty: 914.283264
	Iteration 58Q: 3 clusters Score -1297716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1297719.125000 Penalty: 914.283264
	Iteration 59Q: 3 clusters Score -1297719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1297717.125000 Penalty: 914.283264
	Iteration 60F: 3 clusters Score -1297717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1297717.000000 Penalty: 914.283264
	Iteration 61Q: 3 clusters Score -1297717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -1297714.250000 Penalty: 914.283264
	Iteration 62Q: 3 clusters Score -1297714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1297715.625000 Penalty: 914.283264
	Iteration 63Q: 3 clusters Score -1297716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1297713.250000 Penalty: 914.283264
	Iteration 64Q: 3 clusters Score -1297713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -1297714.125000 Penalty: 914.283264
	Iteration 65Q: 3 clusters Score -1297714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -1297712.500000 Penalty: 914.283264
	Iteration 66Q: 3 clusters Score -1297712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1297713.375000 Penalty: 914.283264
	Iteration 67Q: 3 clusters Score -1297713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -1297714.625000 Penalty: 914.283264
	Iteration 68Q: 3 clusters Score -1297715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1297721.750000 Penalty: 914.283264
	Iteration 69Q: 3 clusters Score -1297722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1297721.375000 Penalty: 914.283264
	Iteration 70Q: 3 clusters Score -1297721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1297722.500000 Penalty: 914.283264
	Iteration 71Q: 3 clusters Score -1297722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1297728.875000 Penalty: 914.283264
	Iteration 72Q: 3 clusters Score -1297729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1297731.000000 Penalty: 914.283264
	Iteration 73Q: 3 clusters Score -1297731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1297734.625000 Penalty: 914.283264
	Iteration 74Q: 3 clusters Score -1297735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1297735.875000 Penalty: 914.283264
	Iteration 75Q: 3 clusters Score -1297736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1297738.375000 Penalty: 914.283264
	Iteration 76Q: 3 clusters Score -1297738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1297740.125000 Penalty: 914.283264
	Iteration 77Q: 3 clusters Score -1297740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1297743.875000 Penalty: 914.283264
	Iteration 78Q: 3 clusters Score -1297744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -1297753.375000 Penalty: 914.283264
	Iteration 79Q: 3 clusters Score -1297753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1297751.000000 Penalty: 914.283264
	Iteration 80F: 3 clusters Score -1297751 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1297755.500000 Penalty: 914.283264
	Iteration 81Q: 3 clusters Score -1297756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1297760.250000 Penalty: 914.283264
	Iteration 82Q: 3 clusters Score -1297760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1297760.875000 Penalty: 914.283264
	Iteration 83Q: 3 clusters Score -1297761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1297761.125000 Penalty: 914.283264
	Iteration 84Q: 3 clusters Score -1297761 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1297770.000000 Penalty: 914.283264
	Iteration 85Q: 3 clusters Score -1297770 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1297780.125000 Penalty: 914.283264
	Iteration 86Q: 3 clusters Score -1297780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1297791.125000 Penalty: 914.283264
	Iteration 87Q: 3 clusters Score -1297791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1297800.500000 Penalty: 914.283264
	Iteration 88Q: 3 clusters Score -1297800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1297807.250000 Penalty: 914.283264
	Iteration 89Q: 3 clusters Score -1297807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -1297811.000000 Penalty: 914.283264
	Iteration 90Q: 3 clusters Score -1297811 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -1297812.500000 Penalty: 914.283264
	Iteration 91Q: 3 clusters Score -1297812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1297817.000000 Penalty: 914.283264
	Iteration 92Q: 3 clusters Score -1297817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -1297819.500000 Penalty: 914.283264
	Iteration 93Q: 3 clusters Score -1297820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1297818.500000 Penalty: 914.283264
	Iteration 94Q: 3 clusters Score -1297818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -1297824.125000 Penalty: 914.283264
	Iteration 95Q: 3 clusters Score -1297824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -1297825.750000 Penalty: 914.283264
	Iteration 96Q: 3 clusters Score -1297826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -1297827.000000 Penalty: 914.283264
	Iteration 97Q: 3 clusters Score -1297827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1297825.625000 Penalty: 914.283264
	Iteration 98Q: 3 clusters Score -1297826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1297824.750000 Penalty: 914.283264
	Iteration 99Q: 3 clusters Score -1297825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1297827.375000 Penalty: 914.283264
	Iteration 100F: 3 clusters Score -1297827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1297827.500000 Penalty: 914.283264
	Iteration 101Q: 3 clusters Score -1297828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1297827.000000 Penalty: 914.283264
	Iteration 102Q: 3 clusters Score -1297827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1297831.375000 Penalty: 914.283264
	Iteration 103Q: 3 clusters Score -1297831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -1297829.000000 Penalty: 914.283264
	Iteration 104Q: 3 clusters Score -1297829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -1297831.125000 Penalty: 914.283264
	Iteration 105Q: 3 clusters Score -1297831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -1297832.500000 Penalty: 914.283264
	Iteration 106Q: 3 clusters Score -1297832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -1297838.875000 Penalty: 914.283264
	Iteration 107Q: 3 clusters Score -1297839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -1297836.125000 Penalty: 914.283264
	Iteration 108Q: 3 clusters Score -1297836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -1297834.625000 Penalty: 914.283264
	Iteration 109Q: 3 clusters Score -1297835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1297834.750000 Penalty: 914.283264
	Iteration 110Q: 3 clusters Score -1297835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -1297833.625000 Penalty: 914.283264
	Iteration 111Q: 3 clusters Score -1297834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -1297834.375000 Penalty: 914.283264
	Iteration 112Q: 3 clusters Score -1297834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1297837.000000 Penalty: 914.283264
	Iteration 113Q: 3 clusters Score -1297837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1297839.750000 Penalty: 914.283264
	Iteration 114Q: 3 clusters Score -1297840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1297838.000000 Penalty: 914.283264
	Iteration 115Q: 3 clusters Score -1297838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -1297840.000000 Penalty: 914.283264
	Iteration 116Q: 3 clusters Score -1297840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1297840.625000 Penalty: 914.283264
	Iteration 117Q: 3 clusters Score -1297841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1297838.500000 Penalty: 914.283264
	Iteration 118Q: 3 clusters Score -1297838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -1297839.750000 Penalty: 914.283264
	Iteration 119Q: 3 clusters Score -1297840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1297840.750000 Penalty: 914.283264
	Iteration 120F: 3 clusters Score -1297841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -1297841.250000 Penalty: 914.283264
	Iteration 121Q: 3 clusters Score -1297841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -1297841.500000 Penalty: 914.283264
	Iteration 122Q: 3 clusters Score -1297842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -1297842.000000 Penalty: 914.283264
	Iteration 123Q: 3 clusters Score -1297842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -1297843.250000 Penalty: 914.283264
	Iteration 124Q: 3 clusters Score -1297843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1297842.250000 Penalty: 914.283264
	Iteration 125Q: 3 clusters Score -1297842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -1297842.250000 Penalty: 914.283264
	Iteration 126F: 3 clusters Score -1297842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Entering Unmasked Estep 
Score: -366799.406250 Penalty: 401.368683
	Iteration 0F: 2 clusters Score -366799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -362230.156250 Penalty: 802.737366
	Iteration 0F: 3 clusters Score -362230.2 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -364064.687500 Penalty: 802.737366
	Iteration 1F: 3 clusters Score -364064.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -364323.437500 Penalty: 802.737366
	Iteration 2F: 3 clusters Score -364323.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -364618.812500 Penalty: 802.737366
	Iteration 3F: 3 clusters Score -364618.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -364997.968750 Penalty: 802.737366
	Iteration 4F: 3 clusters Score -364998 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -365426.750000 Penalty: 802.737366
	Iteration 5F: 3 clusters Score -365426.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -365741.125000 Penalty: 802.737366
	Iteration 6F: 3 clusters Score -365741.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -365944.750000 Penalty: 802.737366
	Iteration 7Q: 3 clusters Score -365944.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -366072.562500 Penalty: 802.737366
	Iteration 8Q: 3 clusters Score -366072.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -366166.437500 Penalty: 802.737366
	Iteration 9Q: 3 clusters Score -366166.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -366239.406250 Penalty: 802.737366
	Iteration 10Q: 3 clusters Score -366239.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -366311.093750 Penalty: 802.737366
	Iteration 11Q: 3 clusters Score -366311.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -366382.125000 Penalty: 802.737366
	Iteration 12Q: 3 clusters Score -366382.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -366451.000000 Penalty: 802.737366
	Iteration 13Q: 3 clusters Score -366451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -366519.000000 Penalty: 802.737366
	Iteration 14Q: 3 clusters Score -366519 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -366576.500000 Penalty: 802.737366
	Iteration 15Q: 3 clusters Score -366576.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -366607.812500 Penalty: 802.737366
	Iteration 16Q: 3 clusters Score -366607.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -366631.156250 Penalty: 802.737366
	Iteration 17Q: 3 clusters Score -366631.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -366648.750000 Penalty: 802.737366
	Iteration 18Q: 3 clusters Score -366648.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -366664.625000 Penalty: 802.737366
	Iteration 19Q: 3 clusters Score -366664.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -366672.906250 Penalty: 802.737366
	Iteration 20F: 3 clusters Score -366672.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -366676.625000 Penalty: 802.737366
	Iteration 21Q: 3 clusters Score -366676.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -366680.468750 Penalty: 802.737366
	Iteration 22Q: 3 clusters Score -366680.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -366683.968750 Penalty: 802.737366
	Iteration 23Q: 3 clusters Score -366684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -366686.500000 Penalty: 802.737366
	Iteration 24Q: 3 clusters Score -366686.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -366690.281250 Penalty: 802.737366
	Iteration 25Q: 3 clusters Score -366690.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -366690.937500 Penalty: 802.737366
	Iteration 26Q: 3 clusters Score -366690.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -366694.062500 Penalty: 802.737366
	Iteration 27Q: 3 clusters Score -366694.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -366695.343750 Penalty: 802.737366
	Iteration 28Q: 3 clusters Score -366695.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -366696.843750 Penalty: 802.737366
	Iteration 29Q: 3 clusters Score -366696.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -366698.468750 Penalty: 802.737366
	Iteration 30Q: 3 clusters Score -366698.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -366698.468750 Penalty: 802.737366
	Iteration 31Q: 3 clusters Score -366698.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -366699.687500 Penalty: 802.737366
	Iteration 32Q: 3 clusters Score -366699.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -366700.781250 Penalty: 802.737366
	Iteration 33Q: 3 clusters Score -366700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -366702.500000 Penalty: 802.737366
	Iteration 34Q: 3 clusters Score -366702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -366702.312500 Penalty: 802.737366
	Iteration 35Q: 3 clusters Score -366702.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -366702.312500 Penalty: 802.737366
	Iteration 36F: 3 clusters Score -366702.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Entering Unmasked Estep 
Score: -134549.718750 Penalty: 356.787933
	Iteration 0F: 2 clusters Score -134549.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -132775.062500 Penalty: 713.575867
	Iteration 0F: 3 clusters Score -132775.1 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -133450.000000 Penalty: 713.575867
	Iteration 1F: 3 clusters Score -133450 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -133550.703125 Penalty: 713.575867
	Iteration 2F: 3 clusters Score -133550.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -133636.140625 Penalty: 713.575867
	Iteration 3F: 3 clusters Score -133636.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133703.140625 Penalty: 713.575867
	Iteration 4Q: 3 clusters Score -133703.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133781.718750 Penalty: 713.575867
	Iteration 5Q: 3 clusters Score -133781.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -133866.312500 Penalty: 713.575867
	Iteration 6Q: 3 clusters Score -133866.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -133960.546875 Penalty: 713.575867
	Iteration 7Q: 3 clusters Score -133960.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -134036.750000 Penalty: 713.575867
	Iteration 8Q: 3 clusters Score -134036.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -134090.453125 Penalty: 713.575867
	Iteration 9Q: 3 clusters Score -134090.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -134139.546875 Penalty: 713.575867
	Iteration 10Q: 3 clusters Score -134139.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -134173.531250 Penalty: 713.575867
	Iteration 11Q: 3 clusters Score -134173.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -134210.156250 Penalty: 713.575867
	Iteration 12Q: 3 clusters Score -134210.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -134232.437500 Penalty: 713.575867
	Iteration 13Q: 3 clusters Score -134232.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -134246.000000 Penalty: 713.575867
	Iteration 14Q: 3 clusters Score -134246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -134252.109375 Penalty: 713.575867
	Iteration 15Q: 3 clusters Score -134252.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -134256.718750 Penalty: 713.575867
	Iteration 16Q: 3 clusters Score -134256.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -134259.156250 Penalty: 713.575867
	Iteration 17Q: 3 clusters Score -134259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -134261.578125 Penalty: 713.575867
	Iteration 18Q: 3 clusters Score -134261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -134262.156250 Penalty: 713.575867
	Iteration 19Q: 3 clusters Score -134262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -134262.156250 Penalty: 713.575867
	Iteration 20F: 3 clusters Score -134262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (96817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Entering Unmasked Estep 
Score: -5326119.500000 Penalty: 522.366272
	Iteration 0F: 2 clusters Score -5326120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -5262589.000000 Penalty: 1044.732544
	Iteration 0F: 3 clusters Score -5262589 nChanged 47381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -5291432.000000 Penalty: 1044.732544
	Iteration 1F: 3 clusters Score -5291432 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -5292831.500000 Penalty: 1044.732544
	Iteration 2Q: 3 clusters Score -5292832 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -5295271.000000 Penalty: 1044.732544
	Iteration 3Q: 3 clusters Score -5295271 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -5299420.500000 Penalty: 1044.732544
	Iteration 4F: 3 clusters Score -5299420 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -5304976.500000 Penalty: 1044.732544
	Iteration 5F: 3 clusters Score -5304976 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -5309563.500000 Penalty: 1044.732544
	Iteration 6F: 3 clusters Score -5309564 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -5311813.500000 Penalty: 1044.732544
	Iteration 7Q: 3 clusters Score -5311814 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -5312705.000000 Penalty: 1044.732544
	Iteration 8Q: 3 clusters Score -5312705 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -5313307.000000 Penalty: 1044.732544
	Iteration 9Q: 3 clusters Score -5313307 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72824 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -5313922.500000 Penalty: 1044.732544
	Iteration 10Q: 3 clusters Score -5313922 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -5314727.000000 Penalty: 1044.732544
	Iteration 11Q: 3 clusters Score -5314727 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77220 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -5315543.000000 Penalty: 1044.732544
	Iteration 12Q: 3 clusters Score -5315543 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -5316524.000000 Penalty: 1044.732544
	Iteration 13Q: 3 clusters Score -5316524 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -5317535.500000 Penalty: 1044.732544
	Iteration 14Q: 3 clusters Score -5317536 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84645 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -5318695.000000 Penalty: 1044.732544
	Iteration 15Q: 3 clusters Score -5318695 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -5319883.500000 Penalty: 1044.732544
	Iteration 16Q: 3 clusters Score -5319884 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -5320983.500000 Penalty: 1044.732544
	Iteration 17Q: 3 clusters Score -5320984 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91092 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -5322028.000000 Penalty: 1044.732544
	Iteration 18Q: 3 clusters Score -5322028 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -5322981.000000 Penalty: 1044.732544
	Iteration 19Q: 3 clusters Score -5322981 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5323685.000000 Penalty: 1044.732544
	Iteration 20F: 3 clusters Score -5323685 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94993 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5324374.500000 Penalty: 1044.732544
	Iteration 21Q: 3 clusters Score -5324374 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5324881.500000 Penalty: 1044.732544
	Iteration 22Q: 3 clusters Score -5324882 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5325177.000000 Penalty: 1044.732544
	Iteration 23Q: 3 clusters Score -5325177 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96388 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5325383.000000 Penalty: 1044.732544
	Iteration 24Q: 3 clusters Score -5325383 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96533 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5325517.000000 Penalty: 1044.732544
	Iteration 25Q: 3 clusters Score -5325517 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5325565.500000 Penalty: 1044.732544
	Iteration 26Q: 3 clusters Score -5325566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5325606.000000 Penalty: 1044.732544
	Iteration 27Q: 3 clusters Score -5325606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5325634.000000 Penalty: 1044.732544
	Iteration 28Q: 3 clusters Score -5325634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5325644.000000 Penalty: 1044.732544
	Iteration 29Q: 3 clusters Score -5325644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5325666.000000 Penalty: 1044.732544
	Iteration 30Q: 3 clusters Score -5325666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96713 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -5325673.500000 Penalty: 1044.732544
	Iteration 31Q: 3 clusters Score -5325674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -5325683.500000 Penalty: 1044.732544
	Iteration 32Q: 3 clusters Score -5325684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5325688.000000 Penalty: 1044.732544
	Iteration 33Q: 3 clusters Score -5325688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96722 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -5325689.500000 Penalty: 1044.732544
	Iteration 34Q: 3 clusters Score -5325690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5325689.000000 Penalty: 1044.732544
	Iteration 35Q: 3 clusters Score -5325689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5325688.500000 Penalty: 1044.732544
	Iteration 36Q: 3 clusters Score -5325688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -5325691.000000 Penalty: 1044.732544
	Iteration 37Q: 3 clusters Score -5325691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5325698.000000 Penalty: 1044.732544
	Iteration 38Q: 3 clusters Score -5325698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -5325698.000000 Penalty: 1044.732544
	Iteration 39F: 3 clusters Score -5325698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (74550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Entering Unmasked Estep 
Score: -4021143.250000 Penalty: 510.474731
	Iteration 0F: 2 clusters Score -4021143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -3971786.250000 Penalty: 1020.949463
	Iteration 0F: 3 clusters Score -3971786 nChanged 36435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -3995266.250000 Penalty: 1020.949463
	Iteration 1F: 3 clusters Score -3995266 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3997310.000000 Penalty: 1020.949463
	Iteration 2F: 3 clusters Score -3997310 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -4000356.750000 Penalty: 1020.949463
	Iteration 3F: 3 clusters Score -4000357 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4004090.750000 Penalty: 1020.949463
	Iteration 4F: 3 clusters Score -4004091 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -4007993.750000 Penalty: 1020.949463
	Iteration 5F: 3 clusters Score -4007994 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -4011269.000000 Penalty: 1020.949463
	Iteration 6F: 3 clusters Score -4011269 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -4013367.750000 Penalty: 1020.949463
	Iteration 7Q: 3 clusters Score -4013368 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -4014400.500000 Penalty: 1020.949463
	Iteration 8Q: 3 clusters Score -4014400 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -4015063.250000 Penalty: 1020.949463
	Iteration 9Q: 3 clusters Score -4015063 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -4015588.750000 Penalty: 1020.949463
	Iteration 10Q: 3 clusters Score -4015589 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4016096.750000 Penalty: 1020.949463
	Iteration 11Q: 3 clusters Score -4016097 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4016560.500000 Penalty: 1020.949463
	Iteration 12Q: 3 clusters Score -4016560 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -4017026.250000 Penalty: 1020.949463
	Iteration 13Q: 3 clusters Score -4017026 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -4017499.000000 Penalty: 1020.949463
	Iteration 14Q: 3 clusters Score -4017499 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -4017948.750000 Penalty: 1020.949463
	Iteration 15Q: 3 clusters Score -4017949 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -4018391.500000 Penalty: 1020.949463
	Iteration 16Q: 3 clusters Score -4018392 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -4018790.250000 Penalty: 1020.949463
	Iteration 17Q: 3 clusters Score -4018790 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4019134.250000 Penalty: 1020.949463
	Iteration 18Q: 3 clusters Score -4019134 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67761 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4019408.500000 Penalty: 1020.949463
	Iteration 19Q: 3 clusters Score -4019408 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4019598.500000 Penalty: 1020.949463
	Iteration 20F: 3 clusters Score -4019598 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -4019782.000000 Penalty: 1020.949463
	Iteration 21Q: 3 clusters Score -4019782 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68993 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4019962.750000 Penalty: 1020.949463
	Iteration 22Q: 3 clusters Score -4019963 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4020087.750000 Penalty: 1020.949463
	Iteration 23Q: 3 clusters Score -4020088 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4020218.500000 Penalty: 1020.949463
	Iteration 24Q: 3 clusters Score -4020218 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -4020335.750000 Penalty: 1020.949463
	Iteration 25Q: 3 clusters Score -4020336 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4020412.250000 Penalty: 1020.949463
	Iteration 26Q: 3 clusters Score -4020412 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4020486.000000 Penalty: 1020.949463
	Iteration 27Q: 3 clusters Score -4020486 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4020559.000000 Penalty: 1020.949463
	Iteration 28Q: 3 clusters Score -4020559 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4020611.000000 Penalty: 1020.949463
	Iteration 29Q: 3 clusters Score -4020611 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71067 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4020687.000000 Penalty: 1020.949463
	Iteration 30Q: 3 clusters Score -4020687 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4020740.250000 Penalty: 1020.949463
	Iteration 31Q: 3 clusters Score -4020740 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71426 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4020777.750000 Penalty: 1020.949463
	Iteration 32Q: 3 clusters Score -4020778 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4020795.750000 Penalty: 1020.949463
	Iteration 33Q: 3 clusters Score -4020796 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71704 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4020822.500000 Penalty: 1020.949463
	Iteration 34Q: 3 clusters Score -4020822 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4020831.000000 Penalty: 1020.949463
	Iteration 35Q: 3 clusters Score -4020831 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71916 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4020836.500000 Penalty: 1020.949463
	Iteration 36Q: 3 clusters Score -4020836 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4020856.750000 Penalty: 1020.949463
	Iteration 37Q: 3 clusters Score -4020857 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4020856.500000 Penalty: 1020.949463
	Iteration 38Q: 3 clusters Score -4020856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4020851.750000 Penalty: 1020.949463
	Iteration 39Q: 3 clusters Score -4020852 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4020847.500000 Penalty: 1020.949463
	Iteration 40F: 3 clusters Score -4020848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72215 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4020844.750000 Penalty: 1020.949463
	Iteration 41Q: 3 clusters Score -4020845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4020845.500000 Penalty: 1020.949463
	Iteration 42Q: 3 clusters Score -4020846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72307 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4020859.500000 Penalty: 1020.949463
	Iteration 43Q: 3 clusters Score -4020860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72357 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4020857.750000 Penalty: 1020.949463
	Iteration 44Q: 3 clusters Score -4020858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4020865.000000 Penalty: 1020.949463
	Iteration 45Q: 3 clusters Score -4020865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4020858.500000 Penalty: 1020.949463
	Iteration 46Q: 3 clusters Score -4020858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4020860.500000 Penalty: 1020.949463
	Iteration 47Q: 3 clusters Score -4020860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72506 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4020859.250000 Penalty: 1020.949463
	Iteration 48Q: 3 clusters Score -4020859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72535 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4020860.500000 Penalty: 1020.949463
	Iteration 49Q: 3 clusters Score -4020860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4020864.250000 Penalty: 1020.949463
	Iteration 50Q: 3 clusters Score -4020864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4020879.500000 Penalty: 1020.949463
	Iteration 51Q: 3 clusters Score -4020880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4020894.250000 Penalty: 1020.949463
	Iteration 52Q: 3 clusters Score -4020894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4020895.250000 Penalty: 1020.949463
	Iteration 53Q: 3 clusters Score -4020895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72735 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4020895.000000 Penalty: 1020.949463
	Iteration 54Q: 3 clusters Score -4020895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4020899.750000 Penalty: 1020.949463
	Iteration 55Q: 3 clusters Score -4020900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4020899.000000 Penalty: 1020.949463
	Iteration 56Q: 3 clusters Score -4020899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4020902.500000 Penalty: 1020.949463
	Iteration 57Q: 3 clusters Score -4020902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4020905.000000 Penalty: 1020.949463
	Iteration 58Q: 3 clusters Score -4020905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4020909.250000 Penalty: 1020.949463
	Iteration 59Q: 3 clusters Score -4020909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4020902.000000 Penalty: 1020.949463
	Iteration 60F: 3 clusters Score -4020902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4020905.000000 Penalty: 1020.949463
	Iteration 61Q: 3 clusters Score -4020905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4020906.750000 Penalty: 1020.949463
	Iteration 62Q: 3 clusters Score -4020907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4020906.750000 Penalty: 1020.949463
	Iteration 63Q: 3 clusters Score -4020907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4020904.250000 Penalty: 1020.949463
	Iteration 64Q: 3 clusters Score -4020904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4020902.500000 Penalty: 1020.949463
	Iteration 65Q: 3 clusters Score -4020902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4020897.750000 Penalty: 1020.949463
	Iteration 66Q: 3 clusters Score -4020898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4020898.500000 Penalty: 1020.949463
	Iteration 67Q: 3 clusters Score -4020898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4020894.250000 Penalty: 1020.949463
	Iteration 68Q: 3 clusters Score -4020894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4020895.000000 Penalty: 1020.949463
	Iteration 69Q: 3 clusters Score -4020895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4020896.000000 Penalty: 1020.949463
	Iteration 70Q: 3 clusters Score -4020896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4020900.000000 Penalty: 1020.949463
	Iteration 71Q: 3 clusters Score -4020900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73001 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4020899.250000 Penalty: 1020.949463
	Iteration 72Q: 3 clusters Score -4020899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73005 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4020897.500000 Penalty: 1020.949463
	Iteration 73Q: 3 clusters Score -4020898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4020895.750000 Penalty: 1020.949463
	Iteration 74Q: 3 clusters Score -4020896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4020894.750000 Penalty: 1020.949463
	Iteration 75Q: 3 clusters Score -4020895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4020892.750000 Penalty: 1020.949463
	Iteration 76Q: 3 clusters Score -4020893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4020894.000000 Penalty: 1020.949463
	Iteration 77Q: 3 clusters Score -4020894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4020896.000000 Penalty: 1020.949463
	Iteration 78Q: 3 clusters Score -4020896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4020898.250000 Penalty: 1020.949463
	Iteration 79Q: 3 clusters Score -4020898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4020900.250000 Penalty: 1020.949463
	Iteration 80F: 3 clusters Score -4020900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4020900.250000 Penalty: 1020.949463
	Iteration 81Q: 3 clusters Score -4020900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4020899.000000 Penalty: 1020.949463
	Iteration 82Q: 3 clusters Score -4020899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4020896.000000 Penalty: 1020.949463
	Iteration 83Q: 3 clusters Score -4020896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4020895.000000 Penalty: 1020.949463
	Iteration 84Q: 3 clusters Score -4020895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4020894.500000 Penalty: 1020.949463
	Iteration 85Q: 3 clusters Score -4020894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4020895.000000 Penalty: 1020.949463
	Iteration 86Q: 3 clusters Score -4020895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4020894.750000 Penalty: 1020.949463
	Iteration 87Q: 3 clusters Score -4020895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4020895.000000 Penalty: 1020.949463
	Iteration 88Q: 3 clusters Score -4020895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4020894.250000 Penalty: 1020.949463
	Iteration 89Q: 3 clusters Score -4020894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4020899.250000 Penalty: 1020.949463
	Iteration 90Q: 3 clusters Score -4020899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4020904.000000 Penalty: 1020.949463
	Iteration 91Q: 3 clusters Score -4020904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4020903.250000 Penalty: 1020.949463
	Iteration 92Q: 3 clusters Score -4020903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4020898.750000 Penalty: 1020.949463
	Iteration 93Q: 3 clusters Score -4020899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73115 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4020899.500000 Penalty: 1020.949463
	Iteration 94Q: 3 clusters Score -4020900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4020901.750000 Penalty: 1020.949463
	Iteration 95Q: 3 clusters Score -4020902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4020901.250000 Penalty: 1020.949463
	Iteration 96Q: 3 clusters Score -4020901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4020902.000000 Penalty: 1020.949463
	Iteration 97Q: 3 clusters Score -4020902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73126 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4020902.000000 Penalty: 1020.949463
	Iteration 98F: 3 clusters Score -4020902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (16986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Entering Unmasked Estep 
Score: -924177.437500 Penalty: 443.176575
	Iteration 0F: 2 clusters Score -924177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -912922.125000 Penalty: 886.353149
	Iteration 0F: 3 clusters Score -912922.1 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -917354.687500 Penalty: 886.353149
	Iteration 1F: 3 clusters Score -917354.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -917528.375000 Penalty: 886.353149
	Iteration 2Q: 3 clusters Score -917528.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -917799.187500 Penalty: 886.353149
	Iteration 3Q: 3 clusters Score -917799.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -918308.500000 Penalty: 886.353149
	Iteration 4F: 3 clusters Score -918308.5 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -919204.500000 Penalty: 886.353149
	Iteration 5F: 3 clusters Score -919204.5 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -920505.562500 Penalty: 886.353149
	Iteration 6F: 3 clusters Score -920505.6 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -921969.250000 Penalty: 886.353149
	Iteration 7F: 3 clusters Score -921969.2 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -923036.875000 Penalty: 886.353149
	Iteration 8F: 3 clusters Score -923036.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -923540.125000 Penalty: 886.353149
	Iteration 9Q: 3 clusters Score -923540.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -923712.500000 Penalty: 886.353149
	Iteration 10Q: 3 clusters Score -923712.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -923790.500000 Penalty: 886.353149
	Iteration 11Q: 3 clusters Score -923790.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -923814.812500 Penalty: 886.353149
	Iteration 12Q: 3 clusters Score -923814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -923822.437500 Penalty: 886.353149
	Iteration 13Q: 3 clusters Score -923822.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -923822.187500 Penalty: 886.353149
	Iteration 14Q: 3 clusters Score -923822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -923822.312500 Penalty: 886.353149
	Iteration 15Q: 3 clusters Score -923822.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -923822.312500 Penalty: 886.353149
	Iteration 16F: 3 clusters Score -923822.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -133791.765625 Penalty: 356.698425
	Iteration 0F: 2 clusters Score -133791.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -132007.718750 Penalty: 713.396851
	Iteration 0F: 3 clusters Score -132007.7 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -132645.812500 Penalty: 713.396851
	Iteration 1F: 3 clusters Score -132645.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -132739.203125 Penalty: 713.396851
	Iteration 2F: 3 clusters Score -132739.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -132810.343750 Penalty: 713.396851
	Iteration 3F: 3 clusters Score -132810.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -132878.328125 Penalty: 713.396851
	Iteration 4F: 3 clusters Score -132878.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -132958.437500 Penalty: 713.396851
	Iteration 5F: 3 clusters Score -132958.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133052.281250 Penalty: 713.396851
	Iteration 6F: 3 clusters Score -133052.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -133132.734375 Penalty: 713.396851
	Iteration 7Q: 3 clusters Score -133132.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133191.671875 Penalty: 713.396851
	Iteration 8Q: 3 clusters Score -133191.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133228.609375 Penalty: 713.396851
	Iteration 9Q: 3 clusters Score -133228.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133256.531250 Penalty: 713.396851
	Iteration 10Q: 3 clusters Score -133256.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -133283.125000 Penalty: 713.396851
	Iteration 11Q: 3 clusters Score -133283.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -133305.015625 Penalty: 713.396851
	Iteration 12Q: 3 clusters Score -133305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -133322.703125 Penalty: 713.396851
	Iteration 13Q: 3 clusters Score -133322.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -133338.203125 Penalty: 713.396851
	Iteration 14Q: 3 clusters Score -133338.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -133348.421875 Penalty: 713.396851
	Iteration 15Q: 3 clusters Score -133348.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -133357.468750 Penalty: 713.396851
	Iteration 16Q: 3 clusters Score -133357.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -133365.359375 Penalty: 713.396851
	Iteration 17Q: 3 clusters Score -133365.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -133372.062500 Penalty: 713.396851
	Iteration 18Q: 3 clusters Score -133372.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -133378.687500 Penalty: 713.396851
	Iteration 19Q: 3 clusters Score -133378.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -133383.921875 Penalty: 713.396851
	Iteration 20F: 3 clusters Score -133383.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -133387.328125 Penalty: 713.396851
	Iteration 21Q: 3 clusters Score -133387.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -133390.281250 Penalty: 713.396851
	Iteration 22Q: 3 clusters Score -133390.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -133397.421875 Penalty: 713.396851
	Iteration 23Q: 3 clusters Score -133397.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -133402.796875 Penalty: 713.396851
	Iteration 24Q: 3 clusters Score -133402.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -133408.296875 Penalty: 713.396851
	Iteration 25Q: 3 clusters Score -133408.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -133414.171875 Penalty: 713.396851
	Iteration 26Q: 3 clusters Score -133414.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -133421.812500 Penalty: 713.396851
	Iteration 27Q: 3 clusters Score -133421.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -133426.953125 Penalty: 713.396851
	Iteration 28Q: 3 clusters Score -133427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -133432.312500 Penalty: 713.396851
	Iteration 29Q: 3 clusters Score -133432.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -133438.015625 Penalty: 713.396851
	Iteration 30Q: 3 clusters Score -133438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -133444.156250 Penalty: 713.396851
	Iteration 31Q: 3 clusters Score -133444.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -133451.906250 Penalty: 713.396851
	Iteration 32Q: 3 clusters Score -133451.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -133457.296875 Penalty: 713.396851
	Iteration 33Q: 3 clusters Score -133457.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -133463.765625 Penalty: 713.396851
	Iteration 34Q: 3 clusters Score -133463.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -133468.562500 Penalty: 713.396851
	Iteration 35Q: 3 clusters Score -133468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -133471.453125 Penalty: 713.396851
	Iteration 36Q: 3 clusters Score -133471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -133472.125000 Penalty: 713.396851
	Iteration 37Q: 3 clusters Score -133472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -133472.234375 Penalty: 713.396851
	Iteration 38Q: 3 clusters Score -133472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -133474.015625 Penalty: 713.396851
	Iteration 39Q: 3 clusters Score -133474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -133474.015625 Penalty: 713.396851
	Iteration 40F: 3 clusters Score -133474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (55191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Entering Unmasked Estep 
Score: -3052699.750000 Penalty: 496.794250
	Iteration 0F: 2 clusters Score -3052700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3015575.000000 Penalty: 993.588501
	Iteration 0F: 3 clusters Score -3015575 nChanged 26924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3031518.250000 Penalty: 993.588501
	Iteration 1F: 3 clusters Score -3031518 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3032412.250000 Penalty: 993.588501
	Iteration 2Q: 3 clusters Score -3032412 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3033869.250000 Penalty: 993.588501
	Iteration 3F: 3 clusters Score -3033869 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3036333.250000 Penalty: 993.588501
	Iteration 4F: 3 clusters Score -3036333 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3040049.000000 Penalty: 993.588501
	Iteration 5F: 3 clusters Score -3040049 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3044437.750000 Penalty: 993.588501
	Iteration 6F: 3 clusters Score -3044438 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3048151.000000 Penalty: 993.588501
	Iteration 7F: 3 clusters Score -3048151 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3050378.500000 Penalty: 993.588501
	Iteration 8Q: 3 clusters Score -3050378 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3051425.250000 Penalty: 993.588501
	Iteration 9Q: 3 clusters Score -3051425 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3051863.750000 Penalty: 993.588501
	Iteration 10Q: 3 clusters Score -3051864 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3052073.500000 Penalty: 993.588501
	Iteration 11Q: 3 clusters Score -3052074 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3052157.000000 Penalty: 993.588501
	Iteration 12Q: 3 clusters Score -3052157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3052217.250000 Penalty: 993.588501
	Iteration 13Q: 3 clusters Score -3052217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -3052249.500000 Penalty: 993.588501
	Iteration 14Q: 3 clusters Score -3052250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -3052267.750000 Penalty: 993.588501
	Iteration 15Q: 3 clusters Score -3052268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -3052273.500000 Penalty: 993.588501
	Iteration 16Q: 3 clusters Score -3052274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -3052278.250000 Penalty: 993.588501
	Iteration 17Q: 3 clusters Score -3052278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -3052279.250000 Penalty: 993.588501
	Iteration 18Q: 3 clusters Score -3052279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -3052279.250000 Penalty: 993.588501
	Iteration 19Q: 3 clusters Score -3052279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -3052281.500000 Penalty: 993.588501
	Iteration 20F: 3 clusters Score -3052282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (151205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151205 members 
Entering Unmasked Estep 
Score: -8015889.000000 Penalty: 542.650818
	Iteration 0F: 2 clusters Score -8015889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -7921749.500000 Penalty: 1085.301636
	Iteration 0F: 3 clusters Score -7921750 nChanged 74039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 64192 members 
Entering Unmasked Estep 
Score: -7973416.500000 Penalty: 1085.301636
	Iteration 1F: 3 clusters Score -7973416 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -7982490.000000 Penalty: 1085.301636
	Iteration 2F: 3 clusters Score -7982490 nChanged 12610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -7993799.000000 Penalty: 1085.301636
	Iteration 3F: 3 clusters Score -7993799 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -8001334.000000 Penalty: 1085.301636
	Iteration 4F: 3 clusters Score -8001334 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -8004752.500000 Penalty: 1085.301636
	Iteration 5F: 3 clusters Score -8004752 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 70772 members 
Entering Unmasked Estep 
Score: -8007097.500000 Penalty: 1085.301636
	Iteration 6Q: 3 clusters Score -8007098 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -8009310.500000 Penalty: 1085.301636
	Iteration 7Q: 3 clusters Score -8009310 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76889 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -8011367.000000 Penalty: 1085.301636
	Iteration 8Q: 3 clusters Score -8011367 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 75436 members 
Entering Unmasked Estep 
Score: -8013183.000000 Penalty: 1085.301636
	Iteration 9Q: 3 clusters Score -8013183 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74833 members 
Mstep: Class 2 contains 76372 members 
Entering Unmasked Estep 
Score: -8014647.000000 Penalty: 1085.301636
	Iteration 10Q: 3 clusters Score -8014647 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -8015701.000000 Penalty: 1085.301636
	Iteration 11Q: 3 clusters Score -8015701 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -8016569.000000 Penalty: 1085.301636
	Iteration 12Q: 3 clusters Score -8016569 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 78301 members 
Entering Unmasked Estep 
Score: -8017085.500000 Penalty: 1085.301636
	Iteration 13Q: 3 clusters Score -8017086 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -8017347.000000 Penalty: 1085.301636
	Iteration 14Q: 3 clusters Score -8017347 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72263 members 
Mstep: Class 2 contains 78942 members 
Entering Unmasked Estep 
Score: -8017438.000000 Penalty: 1085.301636
	Iteration 15Q: 3 clusters Score -8017438 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -8017506.500000 Penalty: 1085.301636
	Iteration 16Q: 3 clusters Score -8017506 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -8017562.500000 Penalty: 1085.301636
	Iteration 17Q: 3 clusters Score -8017562 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -8017573.000000 Penalty: 1085.301636
	Iteration 18Q: 3 clusters Score -8017573 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71553 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -8017582.500000 Penalty: 1085.301636
	Iteration 19Q: 3 clusters Score -8017582 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 79749 members 
Entering Unmasked Estep 
Score: -8017597.500000 Penalty: 1085.301636
	Iteration 20F: 3 clusters Score -8017598 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -8017623.000000 Penalty: 1085.301636
	Iteration 21Q: 3 clusters Score -8017623 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -8017651.500000 Penalty: 1085.301636
	Iteration 22Q: 3 clusters Score -8017652 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -8017656.500000 Penalty: 1085.301636
	Iteration 23Q: 3 clusters Score -8017656 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -8017670.000000 Penalty: 1085.301636
	Iteration 24Q: 3 clusters Score -8017670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71194 members 
Mstep: Class 2 contains 80011 members 
Entering Unmasked Estep 
Score: -8017664.500000 Penalty: 1085.301636
	Iteration 25Q: 3 clusters Score -8017664 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 80024 members 
Entering Unmasked Estep 
Score: -8017672.000000 Penalty: 1085.301636
	Iteration 26Q: 3 clusters Score -8017672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -8017672.000000 Penalty: 1085.301636
	Iteration 27Q: 3 clusters Score -8017672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -8017666.500000 Penalty: 1085.301636
	Iteration 28Q: 3 clusters Score -8017666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -8017659.500000 Penalty: 1085.301636
	Iteration 29Q: 3 clusters Score -8017660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -8017681.500000 Penalty: 1085.301636
	Iteration 30Q: 3 clusters Score -8017682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -8017682.500000 Penalty: 1085.301636
	Iteration 31Q: 3 clusters Score -8017682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
Score: -8017683.000000 Penalty: 1085.301636
	Iteration 32Q: 3 clusters Score -8017683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -8017684.500000 Penalty: 1085.301636
	Iteration 33Q: 3 clusters Score -8017684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 80090 members 
Entering Unmasked Estep 
Score: -8017696.500000 Penalty: 1085.301636
	Iteration 34Q: 3 clusters Score -8017696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -8017698.500000 Penalty: 1085.301636
	Iteration 35Q: 3 clusters Score -8017698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -8017697.000000 Penalty: 1085.301636
	Iteration 36Q: 3 clusters Score -8017697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -8017695.000000 Penalty: 1085.301636
	Iteration 37Q: 3 clusters Score -8017695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71110 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -8017692.500000 Penalty: 1085.301636
	Iteration 38Q: 3 clusters Score -8017692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -8017689.000000 Penalty: 1085.301636
	Iteration 39Q: 3 clusters Score -8017689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -8017683.000000 Penalty: 1085.301636
	Iteration 40F: 3 clusters Score -8017683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 73937 members 
Mstep: Class 3 contains 74998 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 46978 members 
Mstep: Class 6 contains 68128 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 157644 members 
Mstep: Class 9 contains 74442 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 15183 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8927 members 
Mstep: Class 14 contains 87227 members 
Mstep: Class 15 contains 13682 members 
Mstep: Class 16 contains 62552 members 
Mstep: Class 17 contains 10598 members 
Mstep: Class 18 contains 12492 members 
Mstep: Class 19 contains 81956 members 
Mstep: Class 20 contains 12198 members 
Mstep: Class 21 contains 80096 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39101 members 
Mstep: Class 24 contains 9182 members 
Mstep: Class 25 contains 2027 members 
Mstep: Class 26 contains 41414 members 
Mstep: Class 27 contains 141613 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7240 members 
Mstep: Class 30 contains 9995 members 
Mstep: Class 31 contains 70628 members 
Mstep: Class 32 contains 1025 members 
Mstep: Class 33 contains 21786 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 83121 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 23088 members 
Mstep: Class 39 contains 6777 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 96817 members 
Mstep: Class 42 contains 74550 members 
Mstep: Class 43 contains 16986 members 
Mstep: Class 44 contains 2539 members 
Mstep: Class 45 contains 55191 members 
Mstep: Class 46 contains 71109 members 
Entering Unmasked Estep 
Score: -87425528.000000 Penalty: 30063.429688
Splitting cluster 46 changes total score from -87422880.000000 to -87425528.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 73937 members 
Mstep: Class 3 contains 74998 members 
Mstep: Class 4 contains 1282 members 
Mstep: Class 5 contains 46978 members 
Mstep: Class 6 contains 68128 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 157644 members 
Mstep: Class 9 contains 74442 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 15183 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8927 members 
Mstep: Class 14 contains 87227 members 
Mstep: Class 15 contains 13682 members 
Mstep: Class 16 contains 62552 members 
Mstep: Class 17 contains 10598 members 
Mstep: Class 18 contains 12492 members 
Mstep: Class 19 contains 81956 members 
Mstep: Class 20 contains 12198 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39101 members 
Mstep: Class 24 contains 9182 members 
Mstep: Class 25 contains 2027 members 
Mstep: Class 26 contains 41414 members 
Mstep: Class 27 contains 141613 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7240 members 
Mstep: Class 30 contains 9995 members 
Mstep: Class 31 contains 70628 members 
Mstep: Class 32 contains 1025 members 
Mstep: Class 33 contains 21786 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 83121 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 23088 members 
Mstep: Class 39 contains 6777 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 96817 members 
Mstep: Class 42 contains 74550 members 
Mstep: Class 43 contains 16986 members 
Mstep: Class 44 contains 2539 members 
Mstep: Class 45 contains 55191 members 
Mstep: Class 46 contains 71109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430080.000000 Penalty: 30063.429688
Iteration 239Q: 47 clusters Score -8.743008e+07 nChanged 17585
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 73843 members 
Mstep: Class 3 contains 74611 members 
Mstep: Class 4 contains 1263 members 
Mstep: Class 5 contains 46965 members 
Mstep: Class 6 contains 69115 members 
Mstep: Class 7 contains 4684 members 
Mstep: Class 8 contains 157879 members 
Mstep: Class 9 contains 74617 members 
Mstep: Class 10 contains 5559 members 
Mstep: Class 11 contains 15203 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9163 members 
Mstep: Class 14 contains 87788 members 
Mstep: Class 15 contains 13710 members 
Mstep: Class 16 contains 62313 members 
Mstep: Class 17 contains 9982 members 
Mstep: Class 18 contains 12418 members 
Mstep: Class 19 contains 82222 members 
Mstep: Class 20 contains 12476 members 
Mstep: Class 21 contains 74669 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39196 members 
Mstep: Class 24 contains 9264 members 
Mstep: Class 25 contains 2028 members 
Mstep: Class 26 contains 41609 members 
Mstep: Class 27 contains 142157 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7225 members 
Mstep: Class 30 contains 9987 members 
Mstep: Class 31 contains 70773 members 
Mstep: Class 32 contains 1029 members 
Mstep: Class 33 contains 21794 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2509 members 
Mstep: Class 36 contains 83765 members 
Mstep: Class 37 contains 8232 members 
Mstep: Class 38 contains 22831 members 
Mstep: Class 39 contains 6772 members 
Mstep: Class 40 contains 2534 members 
Mstep: Class 41 contains 97290 members 
Mstep: Class 42 contains 73356 members 
Mstep: Class 43 contains 16995 members 
Mstep: Class 44 contains 2554 members 
Mstep: Class 45 contains 55716 members 
Mstep: Class 46 contains 74067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434536.000000 Penalty: 30063.429688
Iteration 240F: 47 clusters Score -8.743454e+07 nChanged 17187
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 73700 members 
Mstep: Class 3 contains 74241 members 
Mstep: Class 4 contains 1242 members 
Mstep: Class 5 contains 46958 members 
Mstep: Class 6 contains 70029 members 
Mstep: Class 7 contains 4691 members 
Mstep: Class 8 contains 157682 members 
Mstep: Class 9 contains 73913 members 
Mstep: Class 10 contains 5561 members 
Mstep: Class 11 contains 15211 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9393 members 
Mstep: Class 14 contains 88080 members 
Mstep: Class 15 contains 13740 members 
Mstep: Class 16 contains 62057 members 
Mstep: Class 17 contains 9490 members 
Mstep: Class 18 contains 12303 members 
Mstep: Class 19 contains 82517 members 
Mstep: Class 20 contains 12713 members 
Mstep: Class 21 contains 74035 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39235 members 
Mstep: Class 24 contains 9300 members 
Mstep: Class 25 contains 2035 members 
Mstep: Class 26 contains 41834 members 
Mstep: Class 27 contains 142091 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7214 members 
Mstep: Class 30 contains 9936 members 
Mstep: Class 31 contains 70805 members 
Mstep: Class 32 contains 1032 members 
Mstep: Class 33 contains 21802 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 84369 members 
Mstep: Class 37 contains 8231 members 
Mstep: Class 38 contains 22562 members 
Mstep: Class 39 contains 6769 members 
Mstep: Class 40 contains 2524 members 
Mstep: Class 41 contains 97495 members 
Mstep: Class 42 contains 71284 members 
Mstep: Class 43 contains 17039 members 
Mstep: Class 44 contains 2596 members 
Mstep: Class 45 contains 56205 members 
Mstep: Class 46 contains 75909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87436544.000000 Penalty: 30063.429688
Iteration 241Q: 47 clusters Score -8.743654e+07 nChanged 15229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 73516 members 
Mstep: Class 3 contains 73994 members 
Mstep: Class 4 contains 1233 members 
Mstep: Class 5 contains 46961 members 
Mstep: Class 6 contains 70895 members 
Mstep: Class 7 contains 4696 members 
Mstep: Class 8 contains 157621 members 
Mstep: Class 9 contains 73436 members 
Mstep: Class 10 contains 5565 members 
Mstep: Class 11 contains 15224 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9650 members 
Mstep: Class 14 contains 88233 members 
Mstep: Class 15 contains 13739 members 
Mstep: Class 16 contains 61753 members 
Mstep: Class 17 contains 9079 members 
Mstep: Class 18 contains 12197 members 
Mstep: Class 19 contains 82793 members 
Mstep: Class 20 contains 12904 members 
Mstep: Class 21 contains 73862 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39226 members 
Mstep: Class 24 contains 9350 members 
Mstep: Class 25 contains 2037 members 
Mstep: Class 26 contains 42018 members 
Mstep: Class 27 contains 142162 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7207 members 
Mstep: Class 30 contains 9900 members 
Mstep: Class 31 contains 70814 members 
Mstep: Class 32 contains 1033 members 
Mstep: Class 33 contains 21812 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 84875 members 
Mstep: Class 37 contains 8230 members 
Mstep: Class 38 contains 22309 members 
Mstep: Class 39 contains 6774 members 
Mstep: Class 40 contains 2511 members 
Mstep: Class 41 contains 97664 members 
Mstep: Class 42 contains 68879 members 
Mstep: Class 43 contains 17091 members 
Mstep: Class 44 contains 2631 members 
Mstep: Class 45 contains 56632 members 
Mstep: Class 46 contains 77606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87437304.000000 Penalty: 30063.429688
Iteration 242Q: 47 clusters Score -8.74373e+07 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 73307 members 
Mstep: Class 3 contains 73904 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 46956 members 
Mstep: Class 6 contains 71750 members 
Mstep: Class 7 contains 4702 members 
Mstep: Class 8 contains 157556 members 
Mstep: Class 9 contains 73086 members 
Mstep: Class 10 contains 5572 members 
Mstep: Class 11 contains 15229 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9876 members 
Mstep: Class 14 contains 88318 members 
Mstep: Class 15 contains 13746 members 
Mstep: Class 16 contains 61347 members 
Mstep: Class 17 contains 8781 members 
Mstep: Class 18 contains 12071 members 
Mstep: Class 19 contains 82906 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 74323 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39201 members 
Mstep: Class 24 contains 9400 members 
Mstep: Class 25 contains 2043 members 
Mstep: Class 26 contains 42171 members 
Mstep: Class 27 contains 142231 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7205 members 
Mstep: Class 30 contains 9862 members 
Mstep: Class 31 contains 70886 members 
Mstep: Class 32 contains 1034 members 
Mstep: Class 33 contains 21816 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2513 members 
Mstep: Class 36 contains 85260 members 
Mstep: Class 37 contains 8230 members 
Mstep: Class 38 contains 22075 members 
Mstep: Class 39 contains 6777 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 97853 members 
Mstep: Class 42 contains 66083 members 
Mstep: Class 43 contains 17131 members 
Mstep: Class 44 contains 2667 members 
Mstep: Class 45 contains 57058 members 
Mstep: Class 46 contains 79179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87437632.000000 Penalty: 30063.429688
Iteration 243Q: 47 clusters Score -8.743763e+07 nChanged 14853
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 73073 members 
Mstep: Class 3 contains 73882 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 46954 members 
Mstep: Class 6 contains 72626 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 157517 members 
Mstep: Class 9 contains 72801 members 
Mstep: Class 10 contains 5575 members 
Mstep: Class 11 contains 15228 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10102 members 
Mstep: Class 14 contains 88369 members 
Mstep: Class 15 contains 13768 members 
Mstep: Class 16 contains 60919 members 
Mstep: Class 17 contains 8571 members 
Mstep: Class 18 contains 11904 members 
Mstep: Class 19 contains 83041 members 
Mstep: Class 20 contains 13294 members 
Mstep: Class 21 contains 75281 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39145 members 
Mstep: Class 24 contains 9417 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 42332 members 
Mstep: Class 27 contains 142370 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7191 members 
Mstep: Class 30 contains 9824 members 
Mstep: Class 31 contains 70968 members 
Mstep: Class 32 contains 1033 members 
Mstep: Class 33 contains 21817 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2512 members 
Mstep: Class 36 contains 85596 members 
Mstep: Class 37 contains 8230 members 
Mstep: Class 38 contains 21864 members 
Mstep: Class 39 contains 6781 members 
Mstep: Class 40 contains 2486 members 
Mstep: Class 41 contains 97952 members 
Mstep: Class 42 contains 62961 members 
Mstep: Class 43 contains 17178 members 
Mstep: Class 44 contains 2695 members 
Mstep: Class 45 contains 57485 members 
Mstep: Class 46 contains 80580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87438640.000000 Penalty: 30063.429688
Iteration 244Q: 47 clusters Score -8.743864e+07 nChanged 14789
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 72792 members 
Mstep: Class 3 contains 73919 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 46947 members 
Mstep: Class 6 contains 73466 members 
Mstep: Class 7 contains 4711 members 
Mstep: Class 8 contains 157503 members 
Mstep: Class 9 contains 72582 members 
Mstep: Class 10 contains 5578 members 
Mstep: Class 11 contains 15231 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10340 members 
Mstep: Class 14 contains 88357 members 
Mstep: Class 15 contains 13782 members 
Mstep: Class 16 contains 60461 members 
Mstep: Class 17 contains 8385 members 
Mstep: Class 18 contains 11743 members 
Mstep: Class 19 contains 83209 members 
Mstep: Class 20 contains 13454 members 
Mstep: Class 21 contains 76649 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39086 members 
Mstep: Class 24 contains 9446 members 
Mstep: Class 25 contains 2050 members 
Mstep: Class 26 contains 42490 members 
Mstep: Class 27 contains 142479 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7174 members 
Mstep: Class 30 contains 9786 members 
Mstep: Class 31 contains 71033 members 
Mstep: Class 32 contains 1034 members 
Mstep: Class 33 contains 21824 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 85890 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 21672 members 
Mstep: Class 39 contains 6785 members 
Mstep: Class 40 contains 2480 members 
Mstep: Class 41 contains 97984 members 
Mstep: Class 42 contains 59487 members 
Mstep: Class 43 contains 17217 members 
Mstep: Class 44 contains 2726 members 
Mstep: Class 45 contains 57882 members 
Mstep: Class 46 contains 82100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87439296.000000 Penalty: 30063.429688
Iteration 245Q: 47 clusters Score -8.74393e+07 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 72407 members 
Mstep: Class 3 contains 73954 members 
Mstep: Class 4 contains 1257 members 
Mstep: Class 5 contains 46940 members 
Mstep: Class 6 contains 74276 members 
Mstep: Class 7 contains 4718 members 
Mstep: Class 8 contains 157457 members 
Mstep: Class 9 contains 72392 members 
Mstep: Class 10 contains 5581 members 
Mstep: Class 11 contains 15233 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10569 members 
Mstep: Class 14 contains 88339 members 
Mstep: Class 15 contains 13792 members 
Mstep: Class 16 contains 59989 members 
Mstep: Class 17 contains 8214 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 83408 members 
Mstep: Class 20 contains 13582 members 
Mstep: Class 21 contains 78423 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39060 members 
Mstep: Class 24 contains 9453 members 
Mstep: Class 25 contains 2053 members 
Mstep: Class 26 contains 42632 members 
Mstep: Class 27 contains 142589 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7154 members 
Mstep: Class 30 contains 9744 members 
Mstep: Class 31 contains 71103 members 
Mstep: Class 32 contains 1035 members 
Mstep: Class 33 contains 21830 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2514 members 
Mstep: Class 36 contains 86108 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 21487 members 
Mstep: Class 39 contains 6789 members 
Mstep: Class 40 contains 2477 members 
Mstep: Class 41 contains 97944 members 
Mstep: Class 42 contains 55920 members 
Mstep: Class 43 contains 17252 members 
Mstep: Class 44 contains 2751 members 
Mstep: Class 45 contains 58249 members 
Mstep: Class 46 contains 83558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87438728.000000 Penalty: 30063.429688
Iteration 246Q: 47 clusters Score -8.743873e+07 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 72067 members 
Mstep: Class 3 contains 74027 members 
Mstep: Class 4 contains 1260 members 
Mstep: Class 5 contains 46934 members 
Mstep: Class 6 contains 75025 members 
Mstep: Class 7 contains 4721 members 
Mstep: Class 8 contains 157371 members 
Mstep: Class 9 contains 72234 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 15232 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10797 members 
Mstep: Class 14 contains 88269 members 
Mstep: Class 15 contains 13797 members 
Mstep: Class 16 contains 59436 members 
Mstep: Class 17 contains 8044 members 
Mstep: Class 18 contains 11483 members 
Mstep: Class 19 contains 83591 members 
Mstep: Class 20 contains 13670 members 
Mstep: Class 21 contains 80656 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39061 members 
Mstep: Class 24 contains 9466 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 42768 members 
Mstep: Class 27 contains 142704 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7134 members 
Mstep: Class 30 contains 9695 members 
Mstep: Class 31 contains 71189 members 
Mstep: Class 32 contains 1038 members 
Mstep: Class 33 contains 21845 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2518 members 
Mstep: Class 36 contains 86251 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 21327 members 
Mstep: Class 39 contains 6784 members 
Mstep: Class 40 contains 2465 members 
Mstep: Class 41 contains 97863 members 
Mstep: Class 42 contains 52200 members 
Mstep: Class 43 contains 17294 members 
Mstep: Class 44 contains 2778 members 
Mstep: Class 45 contains 58582 members 
Mstep: Class 46 contains 84949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87438144.000000 Penalty: 30063.429688
Iteration 247Q: 47 clusters Score -8.743814e+07 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 71702 members 
Mstep: Class 3 contains 74065 members 
Mstep: Class 4 contains 1260 members 
Mstep: Class 5 contains 46939 members 
Mstep: Class 6 contains 75833 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 157235 members 
Mstep: Class 9 contains 72090 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 15235 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11010 members 
Mstep: Class 14 contains 88154 members 
Mstep: Class 15 contains 13798 members 
Mstep: Class 16 contains 58878 members 
Mstep: Class 17 contains 7923 members 
Mstep: Class 18 contains 11367 members 
Mstep: Class 19 contains 83668 members 
Mstep: Class 20 contains 13772 members 
Mstep: Class 21 contains 83297 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39074 members 
Mstep: Class 24 contains 9446 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 42896 members 
Mstep: Class 27 contains 142800 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7117 members 
Mstep: Class 30 contains 9650 members 
Mstep: Class 31 contains 71287 members 
Mstep: Class 32 contains 1046 members 
Mstep: Class 33 contains 21857 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2525 members 
Mstep: Class 36 contains 86320 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 21162 members 
Mstep: Class 39 contains 6787 members 
Mstep: Class 40 contains 2446 members 
Mstep: Class 41 contains 97826 members 
Mstep: Class 42 contains 48190 members 
Mstep: Class 43 contains 17333 members 
Mstep: Class 44 contains 2814 members 
Mstep: Class 45 contains 58852 members 
Mstep: Class 46 contains 86456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87438208.000000 Penalty: 30063.429688
Iteration 248Q: 47 clusters Score -8.743821e+07 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 71303 members 
Mstep: Class 3 contains 74094 members 
Mstep: Class 4 contains 1265 members 
Mstep: Class 5 contains 46948 members 
Mstep: Class 6 contains 76678 members 
Mstep: Class 7 contains 4732 members 
Mstep: Class 8 contains 157078 members 
Mstep: Class 9 contains 71947 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 15243 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11190 members 
Mstep: Class 14 contains 88041 members 
Mstep: Class 15 contains 13801 members 
Mstep: Class 16 contains 58269 members 
Mstep: Class 17 contains 7806 members 
Mstep: Class 18 contains 11224 members 
Mstep: Class 19 contains 83738 members 
Mstep: Class 20 contains 13851 members 
Mstep: Class 21 contains 86213 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39089 members 
Mstep: Class 24 contains 9403 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 43041 members 
Mstep: Class 27 contains 142880 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7114 members 
Mstep: Class 30 contains 9632 members 
Mstep: Class 31 contains 71338 members 
Mstep: Class 32 contains 1054 members 
Mstep: Class 33 contains 21869 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2525 members 
Mstep: Class 36 contains 86398 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 20986 members 
Mstep: Class 39 contains 6784 members 
Mstep: Class 40 contains 2427 members 
Mstep: Class 41 contains 97799 members 
Mstep: Class 42 contains 44195 members 
Mstep: Class 43 contains 17363 members 
Mstep: Class 44 contains 2834 members 
Mstep: Class 45 contains 59105 members 
Mstep: Class 46 contains 87896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87437728.000000 Penalty: 30063.429688
Iteration 249Q: 47 clusters Score -8.743773e+07 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 70838 members 
Mstep: Class 3 contains 74114 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 46942 members 
Mstep: Class 6 contains 77510 members 
Mstep: Class 7 contains 4743 members 
Mstep: Class 8 contains 156942 members 
Mstep: Class 9 contains 71828 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 15247 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11336 members 
Mstep: Class 14 contains 87890 members 
Mstep: Class 15 contains 13799 members 
Mstep: Class 16 contains 57692 members 
Mstep: Class 17 contains 7712 members 
Mstep: Class 18 contains 11102 members 
Mstep: Class 19 contains 83846 members 
Mstep: Class 20 contains 13909 members 
Mstep: Class 21 contains 89384 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39125 members 
Mstep: Class 24 contains 9360 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 43181 members 
Mstep: Class 27 contains 142958 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7109 members 
Mstep: Class 30 contains 9627 members 
Mstep: Class 31 contains 71414 members 
Mstep: Class 32 contains 1063 members 
Mstep: Class 33 contains 21886 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2528 members 
Mstep: Class 36 contains 86419 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 20824 members 
Mstep: Class 39 contains 6784 members 
Mstep: Class 40 contains 2406 members 
Mstep: Class 41 contains 97681 members 
Mstep: Class 42 contains 40398 members 
Mstep: Class 43 contains 17404 members 
Mstep: Class 44 contains 2860 members 
Mstep: Class 45 contains 59377 members 
Mstep: Class 46 contains 88972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87436512.000000 Penalty: 30063.429688
Iteration 250Q: 47 clusters Score -8.743651e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 70416 members 
Mstep: Class 3 contains 74151 members 
Mstep: Class 4 contains 1270 members 
Mstep: Class 5 contains 46951 members 
Mstep: Class 6 contains 78359 members 
Mstep: Class 7 contains 4752 members 
Mstep: Class 8 contains 156804 members 
Mstep: Class 9 contains 71781 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 15259 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11468 members 
Mstep: Class 14 contains 87669 members 
Mstep: Class 15 contains 13791 members 
Mstep: Class 16 contains 57065 members 
Mstep: Class 17 contains 7662 members 
Mstep: Class 18 contains 11003 members 
Mstep: Class 19 contains 83854 members 
Mstep: Class 20 contains 13941 members 
Mstep: Class 21 contains 92843 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39182 members 
Mstep: Class 24 contains 9293 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 43319 members 
Mstep: Class 27 contains 143044 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7091 members 
Mstep: Class 30 contains 9619 members 
Mstep: Class 31 contains 71527 members 
Mstep: Class 32 contains 1075 members 
Mstep: Class 33 contains 21895 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2528 members 
Mstep: Class 36 contains 86469 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 20684 members 
Mstep: Class 39 contains 6786 members 
Mstep: Class 40 contains 2391 members 
Mstep: Class 41 contains 97525 members 
Mstep: Class 42 contains 36714 members 
Mstep: Class 43 contains 17438 members 
Mstep: Class 44 contains 2887 members 
Mstep: Class 45 contains 59613 members 
Mstep: Class 46 contains 89707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87436336.000000 Penalty: 30063.429688
Iteration 251Q: 47 clusters Score -8.743634e+07 nChanged 13367
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 70020 members 
Mstep: Class 3 contains 74130 members 
Mstep: Class 4 contains 1277 members 
Mstep: Class 5 contains 46955 members 
Mstep: Class 6 contains 79189 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 156676 members 
Mstep: Class 9 contains 71799 members 
Mstep: Class 10 contains 5581 members 
Mstep: Class 11 contains 15268 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11575 members 
Mstep: Class 14 contains 87455 members 
Mstep: Class 15 contains 13799 members 
Mstep: Class 16 contains 56425 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 10881 members 
Mstep: Class 19 contains 83944 members 
Mstep: Class 20 contains 13971 members 
Mstep: Class 21 contains 96383 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39207 members 
Mstep: Class 24 contains 9219 members 
Mstep: Class 25 contains 2060 members 
Mstep: Class 26 contains 43457 members 
Mstep: Class 27 contains 143144 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7081 members 
Mstep: Class 30 contains 9598 members 
Mstep: Class 31 contains 71652 members 
Mstep: Class 32 contains 1083 members 
Mstep: Class 33 contains 21903 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2524 members 
Mstep: Class 36 contains 86560 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 20528 members 
Mstep: Class 39 contains 6788 members 
Mstep: Class 40 contains 2369 members 
Mstep: Class 41 contains 97299 members 
Mstep: Class 42 contains 33404 members 
Mstep: Class 43 contains 17466 members 
Mstep: Class 44 contains 2916 members 
Mstep: Class 45 contains 59819 members 
Mstep: Class 46 contains 90011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87435592.000000 Penalty: 30063.429688
Iteration 252Q: 47 clusters Score -8.743559e+07 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 69624 members 
Mstep: Class 3 contains 74111 members 
Mstep: Class 4 contains 1277 members 
Mstep: Class 5 contains 46961 members 
Mstep: Class 6 contains 80049 members 
Mstep: Class 7 contains 4763 members 
Mstep: Class 8 contains 156555 members 
Mstep: Class 9 contains 71924 members 
Mstep: Class 10 contains 5584 members 
Mstep: Class 11 contains 15276 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11620 members 
Mstep: Class 14 contains 87201 members 
Mstep: Class 15 contains 13797 members 
Mstep: Class 16 contains 55765 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 10794 members 
Mstep: Class 19 contains 83944 members 
Mstep: Class 20 contains 13983 members 
Mstep: Class 21 contains 100051 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39253 members 
Mstep: Class 24 contains 9146 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 43609 members 
Mstep: Class 27 contains 143240 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7076 members 
Mstep: Class 30 contains 9574 members 
Mstep: Class 31 contains 71777 members 
Mstep: Class 32 contains 1097 members 
Mstep: Class 33 contains 21916 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2521 members 
Mstep: Class 36 contains 86595 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 20368 members 
Mstep: Class 39 contains 6786 members 
Mstep: Class 40 contains 2344 members 
Mstep: Class 41 contains 97020 members 
Mstep: Class 42 contains 30648 members 
Mstep: Class 43 contains 17497 members 
Mstep: Class 44 contains 2955 members 
Mstep: Class 45 contains 60080 members 
Mstep: Class 46 contains 89647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87435232.000000 Penalty: 30063.429688
Iteration 253Q: 47 clusters Score -8.743523e+07 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 69196 members 
Mstep: Class 3 contains 74048 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 46968 members 
Mstep: Class 6 contains 80882 members 
Mstep: Class 7 contains 4767 members 
Mstep: Class 8 contains 156442 members 
Mstep: Class 9 contains 72162 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 15288 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11620 members 
Mstep: Class 14 contains 86933 members 
Mstep: Class 15 contains 13797 members 
Mstep: Class 16 contains 55143 members 
Mstep: Class 17 contains 7626 members 
Mstep: Class 18 contains 10713 members 
Mstep: Class 19 contains 83973 members 
Mstep: Class 20 contains 14024 members 
Mstep: Class 21 contains 103911 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39279 members 
Mstep: Class 24 contains 9052 members 
Mstep: Class 25 contains 2056 members 
Mstep: Class 26 contains 43779 members 
Mstep: Class 27 contains 143336 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7080 members 
Mstep: Class 30 contains 9560 members 
Mstep: Class 31 contains 71932 members 
Mstep: Class 32 contains 1106 members 
Mstep: Class 33 contains 21931 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2528 members 
Mstep: Class 36 contains 86613 members 
Mstep: Class 37 contains 8230 members 
Mstep: Class 38 contains 20201 members 
Mstep: Class 39 contains 6786 members 
Mstep: Class 40 contains 2308 members 
Mstep: Class 41 contains 96728 members 
Mstep: Class 42 contains 28444 members 
Mstep: Class 43 contains 17507 members 
Mstep: Class 44 contains 2988 members 
Mstep: Class 45 contains 60275 members 
Mstep: Class 46 contains 88512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434568.000000 Penalty: 30063.429688
Iteration 254Q: 47 clusters Score -8.743457e+07 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 68718 members 
Mstep: Class 3 contains 73932 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 46981 members 
Mstep: Class 6 contains 81761 members 
Mstep: Class 7 contains 4768 members 
Mstep: Class 8 contains 156315 members 
Mstep: Class 9 contains 72451 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 15302 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11574 members 
Mstep: Class 14 contains 86657 members 
Mstep: Class 15 contains 13805 members 
Mstep: Class 16 contains 54426 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 10605 members 
Mstep: Class 19 contains 84071 members 
Mstep: Class 20 contains 14064 members 
Mstep: Class 21 contains 107864 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39323 members 
Mstep: Class 24 contains 8935 members 
Mstep: Class 25 contains 2058 members 
Mstep: Class 26 contains 43972 members 
Mstep: Class 27 contains 143389 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7072 members 
Mstep: Class 30 contains 9551 members 
Mstep: Class 31 contains 72083 members 
Mstep: Class 32 contains 1114 members 
Mstep: Class 33 contains 21933 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2535 members 
Mstep: Class 36 contains 86625 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 20064 members 
Mstep: Class 39 contains 6787 members 
Mstep: Class 40 contains 2283 members 
Mstep: Class 41 contains 96435 members 
Mstep: Class 42 contains 26788 members 
Mstep: Class 43 contains 17531 members 
Mstep: Class 44 contains 3030 members 
Mstep: Class 45 contains 60411 members 
Mstep: Class 46 contains 86899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434952.000000 Penalty: 30063.429688
Iteration 255Q: 47 clusters Score -8.743495e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 68189 members 
Mstep: Class 3 contains 73796 members 
Mstep: Class 4 contains 1284 members 
Mstep: Class 5 contains 46999 members 
Mstep: Class 6 contains 82698 members 
Mstep: Class 7 contains 4769 members 
Mstep: Class 8 contains 156176 members 
Mstep: Class 9 contains 72787 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 15314 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11491 members 
Mstep: Class 14 contains 86331 members 
Mstep: Class 15 contains 13803 members 
Mstep: Class 16 contains 53677 members 
Mstep: Class 17 contains 7601 members 
Mstep: Class 18 contains 10539 members 
Mstep: Class 19 contains 84110 members 
Mstep: Class 20 contains 14101 members 
Mstep: Class 21 contains 111890 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39404 members 
Mstep: Class 24 contains 8811 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 44190 members 
Mstep: Class 27 contains 143433 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7077 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 72184 members 
Mstep: Class 32 contains 1119 members 
Mstep: Class 33 contains 21946 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2540 members 
Mstep: Class 36 contains 86634 members 
Mstep: Class 37 contains 8226 members 
Mstep: Class 38 contains 19936 members 
Mstep: Class 39 contains 6788 members 
Mstep: Class 40 contains 2244 members 
Mstep: Class 41 contains 96154 members 
Mstep: Class 42 contains 25578 members 
Mstep: Class 43 contains 17547 members 
Mstep: Class 44 contains 3062 members 
Mstep: Class 45 contains 60552 members 
Mstep: Class 46 contains 84874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434992.000000 Penalty: 30063.429688
Iteration 256Q: 47 clusters Score -8.743499e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 67616 members 
Mstep: Class 3 contains 73636 members 
Mstep: Class 4 contains 1275 members 
Mstep: Class 5 contains 47005 members 
Mstep: Class 6 contains 83578 members 
Mstep: Class 7 contains 4767 members 
Mstep: Class 8 contains 156050 members 
Mstep: Class 9 contains 73155 members 
Mstep: Class 10 contains 5587 members 
Mstep: Class 11 contains 15324 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11363 members 
Mstep: Class 14 contains 85980 members 
Mstep: Class 15 contains 13811 members 
Mstep: Class 16 contains 52983 members 
Mstep: Class 17 contains 7593 members 
Mstep: Class 18 contains 10460 members 
Mstep: Class 19 contains 84152 members 
Mstep: Class 20 contains 14109 members 
Mstep: Class 21 contains 115836 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39494 members 
Mstep: Class 24 contains 8702 members 
Mstep: Class 25 contains 2067 members 
Mstep: Class 26 contains 44374 members 
Mstep: Class 27 contains 143475 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7091 members 
Mstep: Class 30 contains 9542 members 
Mstep: Class 31 contains 72381 members 
Mstep: Class 32 contains 1126 members 
Mstep: Class 33 contains 21955 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2544 members 
Mstep: Class 36 contains 86637 members 
Mstep: Class 37 contains 8225 members 
Mstep: Class 38 contains 19790 members 
Mstep: Class 39 contains 6787 members 
Mstep: Class 40 contains 2206 members 
Mstep: Class 41 contains 95822 members 
Mstep: Class 42 contains 24782 members 
Mstep: Class 43 contains 17552 members 
Mstep: Class 44 contains 3094 members 
Mstep: Class 45 contains 60686 members 
Mstep: Class 46 contains 82629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87435120.000000 Penalty: 30063.429688
Iteration 257Q: 47 clusters Score -8.743512e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 66996 members 
Mstep: Class 3 contains 73464 members 
Mstep: Class 4 contains 1266 members 
Mstep: Class 5 contains 47011 members 
Mstep: Class 6 contains 84508 members 
Mstep: Class 7 contains 4774 members 
Mstep: Class 8 contains 155940 members 
Mstep: Class 9 contains 73557 members 
Mstep: Class 10 contains 5589 members 
Mstep: Class 11 contains 15338 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11199 members 
Mstep: Class 14 contains 85653 members 
Mstep: Class 15 contains 13817 members 
Mstep: Class 16 contains 52263 members 
Mstep: Class 17 contains 7600 members 
Mstep: Class 18 contains 10355 members 
Mstep: Class 19 contains 84214 members 
Mstep: Class 20 contains 14118 members 
Mstep: Class 21 contains 119516 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39610 members 
Mstep: Class 24 contains 8605 members 
Mstep: Class 25 contains 2063 members 
Mstep: Class 26 contains 44566 members 
Mstep: Class 27 contains 143532 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7108 members 
Mstep: Class 30 contains 9531 members 
Mstep: Class 31 contains 72541 members 
Mstep: Class 32 contains 1128 members 
Mstep: Class 33 contains 21956 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2549 members 
Mstep: Class 36 contains 86680 members 
Mstep: Class 37 contains 8226 members 
Mstep: Class 38 contains 19634 members 
Mstep: Class 39 contains 6786 members 
Mstep: Class 40 contains 2165 members 
Mstep: Class 41 contains 95539 members 
Mstep: Class 42 contains 24320 members 
Mstep: Class 43 contains 17549 members 
Mstep: Class 44 contains 3145 members 
Mstep: Class 45 contains 60808 members 
Mstep: Class 46 contains 80201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434832.000000 Penalty: 30063.429688
Iteration 258Q: 47 clusters Score -8.743483e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 66380 members 
Mstep: Class 3 contains 73267 members 
Mstep: Class 4 contains 1254 members 
Mstep: Class 5 contains 47020 members 
Mstep: Class 6 contains 85506 members 
Mstep: Class 7 contains 4783 members 
Mstep: Class 8 contains 155871 members 
Mstep: Class 9 contains 74009 members 
Mstep: Class 10 contains 5591 members 
Mstep: Class 11 contains 15357 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 11019 members 
Mstep: Class 14 contains 85355 members 
Mstep: Class 15 contains 13830 members 
Mstep: Class 16 contains 51489 members 
Mstep: Class 17 contains 7599 members 
Mstep: Class 18 contains 10224 members 
Mstep: Class 19 contains 84277 members 
Mstep: Class 20 contains 14097 members 
Mstep: Class 21 contains 123042 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39722 members 
Mstep: Class 24 contains 8530 members 
Mstep: Class 25 contains 2064 members 
Mstep: Class 26 contains 44750 members 
Mstep: Class 27 contains 143640 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7125 members 
Mstep: Class 30 contains 9505 members 
Mstep: Class 31 contains 72697 members 
Mstep: Class 32 contains 1129 members 
Mstep: Class 33 contains 21962 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2549 members 
Mstep: Class 36 contains 86777 members 
Mstep: Class 37 contains 8226 members 
Mstep: Class 38 contains 19460 members 
Mstep: Class 39 contains 6791 members 
Mstep: Class 40 contains 2121 members 
Mstep: Class 41 contains 95276 members 
Mstep: Class 42 contains 24071 members 
Mstep: Class 43 contains 17549 members 
Mstep: Class 44 contains 3186 members 
Mstep: Class 45 contains 60917 members 
Mstep: Class 46 contains 77572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434496.000000 Penalty: 30063.429688
Iteration 259Q: 47 clusters Score -8.74345e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 65809 members 
Mstep: Class 3 contains 73040 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 47021 members 
Mstep: Class 6 contains 86366 members 
Mstep: Class 7 contains 4787 members 
Mstep: Class 8 contains 155820 members 
Mstep: Class 9 contains 74450 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15373 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10845 members 
Mstep: Class 14 contains 85072 members 
Mstep: Class 15 contains 13854 members 
Mstep: Class 16 contains 50779 members 
Mstep: Class 17 contains 7584 members 
Mstep: Class 18 contains 10148 members 
Mstep: Class 19 contains 84336 members 
Mstep: Class 20 contains 14065 members 
Mstep: Class 21 contains 126170 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39820 members 
Mstep: Class 24 contains 8485 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 44904 members 
Mstep: Class 27 contains 143769 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7133 members 
Mstep: Class 30 contains 9482 members 
Mstep: Class 31 contains 72905 members 
Mstep: Class 32 contains 1133 members 
Mstep: Class 33 contains 21968 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2553 members 
Mstep: Class 36 contains 86911 members 
Mstep: Class 37 contains 8226 members 
Mstep: Class 38 contains 19288 members 
Mstep: Class 39 contains 6797 members 
Mstep: Class 40 contains 2075 members 
Mstep: Class 41 contains 95036 members 
Mstep: Class 42 contains 23967 members 
Mstep: Class 43 contains 17559 members 
Mstep: Class 44 contains 3232 members 
Mstep: Class 45 contains 60999 members 
Mstep: Class 46 contains 75039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434880.000000 Penalty: 30063.429688
Iteration 260F: 47 clusters Score -8.743488e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 65227 members 
Mstep: Class 3 contains 72861 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 47018 members 
Mstep: Class 6 contains 87279 members 
Mstep: Class 7 contains 4794 members 
Mstep: Class 8 contains 155802 members 
Mstep: Class 9 contains 74938 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 11 contains 15396 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10650 members 
Mstep: Class 14 contains 84817 members 
Mstep: Class 15 contains 13871 members 
Mstep: Class 16 contains 50074 members 
Mstep: Class 17 contains 7573 members 
Mstep: Class 18 contains 10082 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 14013 members 
Mstep: Class 21 contains 128678 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39920 members 
Mstep: Class 24 contains 8436 members 
Mstep: Class 25 contains 2066 members 
Mstep: Class 26 contains 45066 members 
Mstep: Class 27 contains 143932 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7128 members 
Mstep: Class 30 contains 9468 members 
Mstep: Class 31 contains 73098 members 
Mstep: Class 32 contains 1131 members 
Mstep: Class 33 contains 21973 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2559 members 
Mstep: Class 36 contains 87094 members 
Mstep: Class 37 contains 8226 members 
Mstep: Class 38 contains 19101 members 
Mstep: Class 39 contains 6802 members 
Mstep: Class 40 contains 2044 members 
Mstep: Class 41 contains 94764 members 
Mstep: Class 42 contains 22665 members 
Mstep: Class 43 contains 17576 members 
Mstep: Class 44 contains 3281 members 
Mstep: Class 45 contains 61071 members 
Mstep: Class 46 contains 74101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434720.000000 Penalty: 30063.429688
Iteration 261Q: 47 clusters Score -8.743472e+07 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 64670 members 
Mstep: Class 3 contains 72750 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 47021 members 
Mstep: Class 6 contains 88045 members 
Mstep: Class 7 contains 4798 members 
Mstep: Class 8 contains 155797 members 
Mstep: Class 9 contains 75423 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 15413 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10449 members 
Mstep: Class 14 contains 84646 members 
Mstep: Class 15 contains 13884 members 
Mstep: Class 16 contains 49483 members 
Mstep: Class 17 contains 7561 members 
Mstep: Class 18 contains 10022 members 
Mstep: Class 19 contains 84507 members 
Mstep: Class 20 contains 13933 members 
Mstep: Class 21 contains 130952 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 39998 members 
Mstep: Class 24 contains 8426 members 
Mstep: Class 25 contains 2065 members 
Mstep: Class 26 contains 45240 members 
Mstep: Class 27 contains 144059 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7124 members 
Mstep: Class 30 contains 9425 members 
Mstep: Class 31 contains 73253 members 
Mstep: Class 32 contains 1132 members 
Mstep: Class 33 contains 21974 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2562 members 
Mstep: Class 36 contains 87335 members 
Mstep: Class 37 contains 8227 members 
Mstep: Class 38 contains 18931 members 
Mstep: Class 39 contains 6803 members 
Mstep: Class 40 contains 2010 members 
Mstep: Class 41 contains 94431 members 
Mstep: Class 42 contains 21448 members 
Mstep: Class 43 contains 17597 members 
Mstep: Class 44 contains 3336 members 
Mstep: Class 45 contains 61239 members 
Mstep: Class 46 contains 73081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433792.000000 Penalty: 30063.429688
Iteration 262Q: 47 clusters Score -8.743379e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 64090 members 
Mstep: Class 3 contains 72645 members 
Mstep: Class 4 contains 1209 members 
Mstep: Class 5 contains 47028 members 
Mstep: Class 6 contains 88849 members 
Mstep: Class 7 contains 4805 members 
Mstep: Class 8 contains 155798 members 
Mstep: Class 9 contains 75944 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 15421 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10265 members 
Mstep: Class 14 contains 84511 members 
Mstep: Class 15 contains 13899 members 
Mstep: Class 16 contains 48889 members 
Mstep: Class 17 contains 7569 members 
Mstep: Class 18 contains 9935 members 
Mstep: Class 19 contains 84631 members 
Mstep: Class 20 contains 13868 members 
Mstep: Class 21 contains 132949 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40047 members 
Mstep: Class 24 contains 8422 members 
Mstep: Class 25 contains 2065 members 
Mstep: Class 26 contains 45433 members 
Mstep: Class 27 contains 144197 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7117 members 
Mstep: Class 30 contains 9382 members 
Mstep: Class 31 contains 73417 members 
Mstep: Class 32 contains 1132 members 
Mstep: Class 33 contains 21976 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 87640 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 18731 members 
Mstep: Class 39 contains 6799 members 
Mstep: Class 40 contains 1983 members 
Mstep: Class 41 contains 94184 members 
Mstep: Class 42 contains 20432 members 
Mstep: Class 43 contains 17601 members 
Mstep: Class 44 contains 3389 members 
Mstep: Class 45 contains 61354 members 
Mstep: Class 46 contains 71953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433960.000000 Penalty: 30063.429688
Iteration 263Q: 47 clusters Score -8.743396e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 63520 members 
Mstep: Class 3 contains 72575 members 
Mstep: Class 4 contains 1197 members 
Mstep: Class 5 contains 47028 members 
Mstep: Class 6 contains 89632 members 
Mstep: Class 7 contains 4807 members 
Mstep: Class 8 contains 155856 members 
Mstep: Class 9 contains 76419 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15434 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 10112 members 
Mstep: Class 14 contains 84391 members 
Mstep: Class 15 contains 13902 members 
Mstep: Class 16 contains 48374 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 9844 members 
Mstep: Class 19 contains 84702 members 
Mstep: Class 20 contains 13828 members 
Mstep: Class 21 contains 134757 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40092 members 
Mstep: Class 24 contains 8425 members 
Mstep: Class 25 contains 2067 members 
Mstep: Class 26 contains 45619 members 
Mstep: Class 27 contains 144345 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7121 members 
Mstep: Class 30 contains 9342 members 
Mstep: Class 31 contains 73628 members 
Mstep: Class 32 contains 1133 members 
Mstep: Class 33 contains 21992 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2564 members 
Mstep: Class 36 contains 87876 members 
Mstep: Class 37 contains 8230 members 
Mstep: Class 38 contains 18544 members 
Mstep: Class 39 contains 6798 members 
Mstep: Class 40 contains 1962 members 
Mstep: Class 41 contains 93945 members 
Mstep: Class 42 contains 19552 members 
Mstep: Class 43 contains 17601 members 
Mstep: Class 44 contains 3447 members 
Mstep: Class 45 contains 61486 members 
Mstep: Class 46 contains 70725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433600.000000 Penalty: 30063.429688
Iteration 264Q: 47 clusters Score -8.74336e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 62965 members 
Mstep: Class 3 contains 72564 members 
Mstep: Class 4 contains 1190 members 
Mstep: Class 5 contains 47038 members 
Mstep: Class 6 contains 90414 members 
Mstep: Class 7 contains 4805 members 
Mstep: Class 8 contains 155887 members 
Mstep: Class 9 contains 76872 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 15441 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9981 members 
Mstep: Class 14 contains 84337 members 
Mstep: Class 15 contains 13929 members 
Mstep: Class 16 contains 47833 members 
Mstep: Class 17 contains 7551 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 84780 members 
Mstep: Class 20 contains 13773 members 
Mstep: Class 21 contains 136500 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40111 members 
Mstep: Class 24 contains 8460 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 45821 members 
Mstep: Class 27 contains 144466 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7125 members 
Mstep: Class 30 contains 9324 members 
Mstep: Class 31 contains 73805 members 
Mstep: Class 32 contains 1134 members 
Mstep: Class 33 contains 21999 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2565 members 
Mstep: Class 36 contains 88108 members 
Mstep: Class 37 contains 8231 members 
Mstep: Class 38 contains 18357 members 
Mstep: Class 39 contains 6798 members 
Mstep: Class 40 contains 1937 members 
Mstep: Class 41 contains 93773 members 
Mstep: Class 42 contains 18739 members 
Mstep: Class 43 contains 17597 members 
Mstep: Class 44 contains 3505 members 
Mstep: Class 45 contains 61616 members 
Mstep: Class 46 contains 69407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433480.000000 Penalty: 30063.429688
Iteration 265Q: 47 clusters Score -8.743348e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 62465 members 
Mstep: Class 3 contains 72587 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 47053 members 
Mstep: Class 6 contains 91115 members 
Mstep: Class 7 contains 4802 members 
Mstep: Class 8 contains 155819 members 
Mstep: Class 9 contains 77187 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 15454 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9887 members 
Mstep: Class 14 contains 84359 members 
Mstep: Class 15 contains 13948 members 
Mstep: Class 16 contains 47296 members 
Mstep: Class 17 contains 7537 members 
Mstep: Class 18 contains 9653 members 
Mstep: Class 19 contains 84828 members 
Mstep: Class 20 contains 13697 members 
Mstep: Class 21 contains 138011 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40135 members 
Mstep: Class 24 contains 8466 members 
Mstep: Class 25 contains 2069 members 
Mstep: Class 26 contains 46040 members 
Mstep: Class 27 contains 144493 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7135 members 
Mstep: Class 30 contains 9308 members 
Mstep: Class 31 contains 73959 members 
Mstep: Class 32 contains 1137 members 
Mstep: Class 33 contains 22008 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2568 members 
Mstep: Class 36 contains 88276 members 
Mstep: Class 37 contains 8230 members 
Mstep: Class 38 contains 18165 members 
Mstep: Class 39 contains 6798 members 
Mstep: Class 40 contains 1914 members 
Mstep: Class 41 contains 93577 members 
Mstep: Class 42 contains 18114 members 
Mstep: Class 43 contains 17575 members 
Mstep: Class 44 contains 3574 members 
Mstep: Class 45 contains 61762 members 
Mstep: Class 46 contains 68529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87432840.000000 Penalty: 30063.429688
Iteration 266Q: 47 clusters Score -8.743284e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 61941 members 
Mstep: Class 3 contains 72627 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 47065 members 
Mstep: Class 6 contains 91739 members 
Mstep: Class 7 contains 4789 members 
Mstep: Class 8 contains 155719 members 
Mstep: Class 9 contains 77393 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 15469 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9803 members 
Mstep: Class 14 contains 84364 members 
Mstep: Class 15 contains 13961 members 
Mstep: Class 16 contains 46801 members 
Mstep: Class 17 contains 7537 members 
Mstep: Class 18 contains 9545 members 
Mstep: Class 19 contains 84893 members 
Mstep: Class 20 contains 13604 members 
Mstep: Class 21 contains 139396 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40167 members 
Mstep: Class 24 contains 8453 members 
Mstep: Class 25 contains 2071 members 
Mstep: Class 26 contains 46249 members 
Mstep: Class 27 contains 144471 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7146 members 
Mstep: Class 30 contains 9305 members 
Mstep: Class 31 contains 74171 members 
Mstep: Class 32 contains 1137 members 
Mstep: Class 33 contains 22016 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2569 members 
Mstep: Class 36 contains 88429 members 
Mstep: Class 37 contains 8230 members 
Mstep: Class 38 contains 17992 members 
Mstep: Class 39 contains 6799 members 
Mstep: Class 40 contains 1892 members 
Mstep: Class 41 contains 93296 members 
Mstep: Class 42 contains 17575 members 
Mstep: Class 43 contains 17548 members 
Mstep: Class 44 contains 3625 members 
Mstep: Class 45 contains 61875 members 
Mstep: Class 46 contains 68087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87432264.000000 Penalty: 30063.429688
Iteration 267Q: 47 clusters Score -8.743226e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 61422 members 
Mstep: Class 3 contains 72685 members 
Mstep: Class 4 contains 1185 members 
Mstep: Class 5 contains 47079 members 
Mstep: Class 6 contains 92421 members 
Mstep: Class 7 contains 4785 members 
Mstep: Class 8 contains 155582 members 
Mstep: Class 9 contains 77454 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 15476 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9680 members 
Mstep: Class 14 contains 84374 members 
Mstep: Class 15 contains 13990 members 
Mstep: Class 16 contains 46300 members 
Mstep: Class 17 contains 7537 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 84864 members 
Mstep: Class 20 contains 13484 members 
Mstep: Class 21 contains 140766 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40232 members 
Mstep: Class 24 contains 8414 members 
Mstep: Class 25 contains 2076 members 
Mstep: Class 26 contains 46439 members 
Mstep: Class 27 contains 144378 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7158 members 
Mstep: Class 30 contains 9303 members 
Mstep: Class 31 contains 74402 members 
Mstep: Class 32 contains 1137 members 
Mstep: Class 33 contains 22024 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2567 members 
Mstep: Class 36 contains 88570 members 
Mstep: Class 37 contains 8230 members 
Mstep: Class 38 contains 17806 members 
Mstep: Class 39 contains 6800 members 
Mstep: Class 40 contains 1871 members 
Mstep: Class 41 contains 93074 members 
Mstep: Class 42 contains 17142 members 
Mstep: Class 43 contains 17515 members 
Mstep: Class 44 contains 3683 members 
Mstep: Class 45 contains 61939 members 
Mstep: Class 46 contains 67949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431840.000000 Penalty: 30063.429688
Iteration 268Q: 47 clusters Score -8.743184e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 60973 members 
Mstep: Class 3 contains 72753 members 
Mstep: Class 4 contains 1181 members 
Mstep: Class 5 contains 47093 members 
Mstep: Class 6 contains 93049 members 
Mstep: Class 7 contains 4786 members 
Mstep: Class 8 contains 155423 members 
Mstep: Class 9 contains 77404 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 11 contains 15485 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9542 members 
Mstep: Class 14 contains 84387 members 
Mstep: Class 15 contains 14019 members 
Mstep: Class 16 contains 45790 members 
Mstep: Class 17 contains 7554 members 
Mstep: Class 18 contains 9294 members 
Mstep: Class 19 contains 84837 members 
Mstep: Class 20 contains 13331 members 
Mstep: Class 21 contains 142131 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40289 members 
Mstep: Class 24 contains 8372 members 
Mstep: Class 25 contains 2082 members 
Mstep: Class 26 contains 46606 members 
Mstep: Class 27 contains 144253 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7168 members 
Mstep: Class 30 contains 9316 members 
Mstep: Class 31 contains 74670 members 
Mstep: Class 32 contains 1139 members 
Mstep: Class 33 contains 22031 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2571 members 
Mstep: Class 36 contains 88674 members 
Mstep: Class 37 contains 8230 members 
Mstep: Class 38 contains 17594 members 
Mstep: Class 39 contains 6803 members 
Mstep: Class 40 contains 1850 members 
Mstep: Class 41 contains 92810 members 
Mstep: Class 42 contains 16730 members 
Mstep: Class 43 contains 17476 members 
Mstep: Class 44 contains 3733 members 
Mstep: Class 45 contains 61964 members 
Mstep: Class 46 contains 68165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431464.000000 Penalty: 30063.429688
Iteration 269Q: 47 clusters Score -8.743146e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 60536 members 
Mstep: Class 3 contains 72811 members 
Mstep: Class 4 contains 1173 members 
Mstep: Class 5 contains 47100 members 
Mstep: Class 6 contains 93616 members 
Mstep: Class 7 contains 4781 members 
Mstep: Class 8 contains 155248 members 
Mstep: Class 9 contains 77222 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 15501 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9395 members 
Mstep: Class 14 contains 84407 members 
Mstep: Class 15 contains 14049 members 
Mstep: Class 16 contains 45292 members 
Mstep: Class 17 contains 7573 members 
Mstep: Class 18 contains 9182 members 
Mstep: Class 19 contains 84783 members 
Mstep: Class 20 contains 13179 members 
Mstep: Class 21 contains 143507 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40355 members 
Mstep: Class 24 contains 8303 members 
Mstep: Class 25 contains 2093 members 
Mstep: Class 26 contains 46801 members 
Mstep: Class 27 contains 144098 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7163 members 
Mstep: Class 30 contains 9333 members 
Mstep: Class 31 contains 74944 members 
Mstep: Class 32 contains 1142 members 
Mstep: Class 33 contains 22041 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 88726 members 
Mstep: Class 37 contains 8230 members 
Mstep: Class 38 contains 17419 members 
Mstep: Class 39 contains 6805 members 
Mstep: Class 40 contains 1836 members 
Mstep: Class 41 contains 92547 members 
Mstep: Class 42 contains 16336 members 
Mstep: Class 43 contains 17457 members 
Mstep: Class 44 contains 3789 members 
Mstep: Class 45 contains 61934 members 
Mstep: Class 46 contains 68654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430640.000000 Penalty: 30063.429688
Iteration 270Q: 47 clusters Score -8.743064e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 60122 members 
Mstep: Class 3 contains 72889 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 47105 members 
Mstep: Class 6 contains 94067 members 
Mstep: Class 7 contains 4781 members 
Mstep: Class 8 contains 155050 members 
Mstep: Class 9 contains 76960 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 15517 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9231 members 
Mstep: Class 14 contains 84387 members 
Mstep: Class 15 contains 14073 members 
Mstep: Class 16 contains 44881 members 
Mstep: Class 17 contains 7572 members 
Mstep: Class 18 contains 9052 members 
Mstep: Class 19 contains 84687 members 
Mstep: Class 20 contains 12994 members 
Mstep: Class 21 contains 145105 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40457 members 
Mstep: Class 24 contains 8211 members 
Mstep: Class 25 contains 2098 members 
Mstep: Class 26 contains 46992 members 
Mstep: Class 27 contains 143916 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7154 members 
Mstep: Class 30 contains 9365 members 
Mstep: Class 31 contains 75185 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 22052 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2577 members 
Mstep: Class 36 contains 88696 members 
Mstep: Class 37 contains 8231 members 
Mstep: Class 38 contains 17262 members 
Mstep: Class 39 contains 6813 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 92272 members 
Mstep: Class 42 contains 15924 members 
Mstep: Class 43 contains 17451 members 
Mstep: Class 44 contains 3830 members 
Mstep: Class 45 contains 61949 members 
Mstep: Class 46 contains 69351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87429272.000000 Penalty: 30063.429688
Iteration 271Q: 47 clusters Score -8.742927e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 59731 members 
Mstep: Class 3 contains 72980 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 47115 members 
Mstep: Class 6 contains 94436 members 
Mstep: Class 7 contains 4774 members 
Mstep: Class 8 contains 154862 members 
Mstep: Class 9 contains 76562 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 15540 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 9054 members 
Mstep: Class 14 contains 84382 members 
Mstep: Class 15 contains 14090 members 
Mstep: Class 16 contains 44490 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 8936 members 
Mstep: Class 19 contains 84608 members 
Mstep: Class 20 contains 12751 members 
Mstep: Class 21 contains 146774 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40553 members 
Mstep: Class 24 contains 8107 members 
Mstep: Class 25 contains 2100 members 
Mstep: Class 26 contains 47179 members 
Mstep: Class 27 contains 143708 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7144 members 
Mstep: Class 30 contains 9392 members 
Mstep: Class 31 contains 75404 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 22066 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2576 members 
Mstep: Class 36 contains 88619 members 
Mstep: Class 37 contains 8231 members 
Mstep: Class 38 contains 17127 members 
Mstep: Class 39 contains 6818 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 91968 members 
Mstep: Class 42 contains 15501 members 
Mstep: Class 43 contains 17466 members 
Mstep: Class 44 contains 3855 members 
Mstep: Class 45 contains 62013 members 
Mstep: Class 46 contains 70290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427104.000000 Penalty: 30063.429688
Iteration 272Q: 47 clusters Score -8.74271e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 59347 members 
Mstep: Class 3 contains 73131 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 47121 members 
Mstep: Class 6 contains 94760 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 154752 members 
Mstep: Class 9 contains 76123 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8863 members 
Mstep: Class 14 contains 84421 members 
Mstep: Class 15 contains 14112 members 
Mstep: Class 16 contains 44126 members 
Mstep: Class 17 contains 7543 members 
Mstep: Class 18 contains 8795 members 
Mstep: Class 19 contains 84502 members 
Mstep: Class 20 contains 12528 members 
Mstep: Class 21 contains 148341 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40689 members 
Mstep: Class 24 contains 8011 members 
Mstep: Class 25 contains 2100 members 
Mstep: Class 26 contains 47388 members 
Mstep: Class 27 contains 143518 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7133 members 
Mstep: Class 30 contains 9432 members 
Mstep: Class 31 contains 75586 members 
Mstep: Class 32 contains 1147 members 
Mstep: Class 33 contains 22078 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2574 members 
Mstep: Class 36 contains 88410 members 
Mstep: Class 37 contains 8231 members 
Mstep: Class 38 contains 16992 members 
Mstep: Class 39 contains 6819 members 
Mstep: Class 40 contains 1801 members 
Mstep: Class 41 contains 91667 members 
Mstep: Class 42 contains 14985 members 
Mstep: Class 43 contains 17473 members 
Mstep: Class 44 contains 3893 members 
Mstep: Class 45 contains 62128 members 
Mstep: Class 46 contains 71414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425704.000000 Penalty: 30063.429688
Iteration 273Q: 47 clusters Score -8.74257e+07 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 59012 members 
Mstep: Class 3 contains 73288 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 47127 members 
Mstep: Class 6 contains 94998 members 
Mstep: Class 7 contains 4772 members 
Mstep: Class 8 contains 154679 members 
Mstep: Class 9 contains 75690 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8703 members 
Mstep: Class 14 contains 84529 members 
Mstep: Class 15 contains 14125 members 
Mstep: Class 16 contains 43813 members 
Mstep: Class 17 contains 7519 members 
Mstep: Class 18 contains 8661 members 
Mstep: Class 19 contains 84375 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 149707 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40801 members 
Mstep: Class 24 contains 7852 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 47596 members 
Mstep: Class 27 contains 143385 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7128 members 
Mstep: Class 30 contains 9479 members 
Mstep: Class 31 contains 75765 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 22088 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2575 members 
Mstep: Class 36 contains 88153 members 
Mstep: Class 37 contains 8231 members 
Mstep: Class 38 contains 16857 members 
Mstep: Class 39 contains 6828 members 
Mstep: Class 40 contains 1794 members 
Mstep: Class 41 contains 91369 members 
Mstep: Class 42 contains 14397 members 
Mstep: Class 43 contains 17489 members 
Mstep: Class 44 contains 3925 members 
Mstep: Class 45 contains 62269 members 
Mstep: Class 46 contains 72728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424056.000000 Penalty: 30063.429688
Iteration 274Q: 47 clusters Score -8.742406e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 58682 members 
Mstep: Class 3 contains 73511 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 47134 members 
Mstep: Class 6 contains 95299 members 
Mstep: Class 7 contains 4767 members 
Mstep: Class 8 contains 154678 members 
Mstep: Class 9 contains 75297 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 15627 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8630 members 
Mstep: Class 14 contains 84723 members 
Mstep: Class 15 contains 14123 members 
Mstep: Class 16 contains 43508 members 
Mstep: Class 17 contains 7485 members 
Mstep: Class 18 contains 8523 members 
Mstep: Class 19 contains 84266 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 150571 members 
Mstep: Class 22 contains 2767 members 
Mstep: Class 23 contains 40928 members 
Mstep: Class 24 contains 7683 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 47789 members 
Mstep: Class 27 contains 143327 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7122 members 
Mstep: Class 30 contains 9570 members 
Mstep: Class 31 contains 75997 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 22096 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2583 members 
Mstep: Class 36 contains 87893 members 
Mstep: Class 37 contains 8232 members 
Mstep: Class 38 contains 16739 members 
Mstep: Class 39 contains 6838 members 
Mstep: Class 40 contains 1787 members 
Mstep: Class 41 contains 91108 members 
Mstep: Class 42 contains 13743 members 
Mstep: Class 43 contains 17516 members 
Mstep: Class 44 contains 3951 members 
Mstep: Class 45 contains 62346 members 
Mstep: Class 46 contains 74073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87423424.000000 Penalty: 30063.429688
Iteration 275Q: 47 clusters Score -8.742342e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 58414 members 
Mstep: Class 3 contains 73725 members 
Mstep: Class 4 contains 1134 members 
Mstep: Class 5 contains 47138 members 
Mstep: Class 6 contains 95616 members 
Mstep: Class 7 contains 4765 members 
Mstep: Class 8 contains 154767 members 
Mstep: Class 9 contains 74909 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 15659 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8651 members 
Mstep: Class 14 contains 84951 members 
Mstep: Class 15 contains 14128 members 
Mstep: Class 16 contains 43205 members 
Mstep: Class 17 contains 7459 members 
Mstep: Class 18 contains 8420 members 
Mstep: Class 19 contains 84167 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 151061 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 41035 members 
Mstep: Class 24 contains 7537 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 48002 members 
Mstep: Class 27 contains 143341 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7118 members 
Mstep: Class 30 contains 9675 members 
Mstep: Class 31 contains 76229 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 22104 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2586 members 
Mstep: Class 36 contains 87685 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 16634 members 
Mstep: Class 39 contains 6847 members 
Mstep: Class 40 contains 1781 members 
Mstep: Class 41 contains 90853 members 
Mstep: Class 42 contains 12972 members 
Mstep: Class 43 contains 17520 members 
Mstep: Class 44 contains 3973 members 
Mstep: Class 45 contains 62419 members 
Mstep: Class 46 contains 75367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87422440.000000 Penalty: 30063.429688
Iteration 276Q: 47 clusters Score -8.742244e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 58176 members 
Mstep: Class 3 contains 73922 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 47142 members 
Mstep: Class 6 contains 95960 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 154942 members 
Mstep: Class 9 contains 74493 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 11 contains 15685 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 8729 members 
Mstep: Class 14 contains 85230 members 
Mstep: Class 15 contains 14131 members 
Mstep: Class 16 contains 42916 members 
Mstep: Class 17 contains 7427 members 
Mstep: Class 18 contains 8291 members 
Mstep: Class 19 contains 84141 members 
Mstep: Class 20 contains 11680 members 
Mstep: Class 21 contains 151313 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 41149 members 
Mstep: Class 24 contains 7433 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 48212 members 
Mstep: Class 27 contains 143387 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7119 members 
Mstep: Class 30 contains 9773 members 
Mstep: Class 31 contains 76494 members 
Mstep: Class 32 contains 1151 members 
Mstep: Class 33 contains 22114 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2582 members 
Mstep: Class 36 contains 87515 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 16558 members 
Mstep: Class 39 contains 6860 members 
Mstep: Class 40 contains 1775 members 
Mstep: Class 41 contains 90559 members 
Mstep: Class 42 contains 12180 members 
Mstep: Class 43 contains 17528 members 
Mstep: Class 44 contains 3993 members 
Mstep: Class 45 contains 62482 members 
Mstep: Class 46 contains 76493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421792.000000 Penalty: 30063.429688
Iteration 277Q: 47 clusters Score -8.742179e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 57958 members 
Mstep: Class 3 contains 74037 members 
Mstep: Class 4 contains 1140 members 
Mstep: Class 5 contains 47134 members 
Mstep: Class 6 contains 96291 members 
Mstep: Class 7 contains 4760 members 
Mstep: Class 8 contains 155190 members 
Mstep: Class 9 contains 74120 members 
Mstep: Class 10 contains 5595 members 
Mstep: Class 11 contains 15723 members 
Mstep: Class 12 contains 1252 members 
Mstep: Class 13 contains 8864 members 
Mstep: Class 14 contains 85468 members 
Mstep: Class 15 contains 14128 members 
Mstep: Class 16 contains 42702 members 
Mstep: Class 17 contains 7393 members 
Mstep: Class 18 contains 8140 members 
Mstep: Class 19 contains 84088 members 
Mstep: Class 20 contains 11498 members 
Mstep: Class 21 contains 151615 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 41286 members 
Mstep: Class 24 contains 7345 members 
Mstep: Class 25 contains 2107 members 
Mstep: Class 26 contains 48429 members 
Mstep: Class 27 contains 143513 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7115 members 
Mstep: Class 30 contains 9871 members 
Mstep: Class 31 contains 76697 members 
Mstep: Class 32 contains 1154 members 
Mstep: Class 33 contains 22130 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2584 members 
Mstep: Class 36 contains 87364 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 16481 members 
Mstep: Class 39 contains 6875 members 
Mstep: Class 40 contains 1771 members 
Mstep: Class 41 contains 90268 members 
Mstep: Class 42 contains 11390 members 
Mstep: Class 43 contains 17539 members 
Mstep: Class 44 contains 4012 members 
Mstep: Class 45 contains 62601 members 
Mstep: Class 46 contains 77325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87421288.000000 Penalty: 30063.429688
Iteration 278Q: 47 clusters Score -8.742129e+07 nChanged 8784
Entering ConstructFrom: 
Score: -87421288.000000 Penalty: 30063.429688
Entering ConstructFrom: 
Trying to split cluster 1 (33252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Entering Unmasked Estep 
Score: -1860247.625000 Penalty: 473.740082
	Iteration 0F: 2 clusters Score -1860248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1838038.125000 Penalty: 947.480164
	Iteration 0F: 3 clusters Score -1838038 nChanged 15965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -1848114.250000 Penalty: 947.480164
	Iteration 1F: 3 clusters Score -1848114 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1848770.625000 Penalty: 947.480164
	Iteration 2Q: 3 clusters Score -1848771 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -1849672.250000 Penalty: 947.480164
	Iteration 3F: 3 clusters Score -1849672 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -1850979.125000 Penalty: 947.480164
	Iteration 4F: 3 clusters Score -1850979 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -1852679.125000 Penalty: 947.480164
	Iteration 5F: 3 clusters Score -1852679 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -1854460.375000 Penalty: 947.480164
	Iteration 6F: 3 clusters Score -1854460 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -1855824.625000 Penalty: 947.480164
	Iteration 7Q: 3 clusters Score -1855825 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -1856480.875000 Penalty: 947.480164
	Iteration 8Q: 3 clusters Score -1856481 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -1856827.000000 Penalty: 947.480164
	Iteration 9Q: 3 clusters Score -1856827 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -1857086.125000 Penalty: 947.480164
	Iteration 10Q: 3 clusters Score -1857086 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -1857349.375000 Penalty: 947.480164
	Iteration 11Q: 3 clusters Score -1857349 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -1857598.125000 Penalty: 947.480164
	Iteration 12Q: 3 clusters Score -1857598 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -1857849.750000 Penalty: 947.480164
	Iteration 13Q: 3 clusters Score -1857850 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -1858099.750000 Penalty: 947.480164
	Iteration 14Q: 3 clusters Score -1858100 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -1858317.125000 Penalty: 947.480164
	Iteration 15Q: 3 clusters Score -1858317 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -1858487.875000 Penalty: 947.480164
	Iteration 16Q: 3 clusters Score -1858488 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -1858665.250000 Penalty: 947.480164
	Iteration 17Q: 3 clusters Score -1858665 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -1858804.000000 Penalty: 947.480164
	Iteration 18Q: 3 clusters Score -1858804 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -1858952.375000 Penalty: 947.480164
	Iteration 19Q: 3 clusters Score -1858952 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -1859064.000000 Penalty: 947.480164
	Iteration 20F: 3 clusters Score -1859064 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -1859162.000000 Penalty: 947.480164
	Iteration 21Q: 3 clusters Score -1859162 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -1859244.875000 Penalty: 947.480164
	Iteration 22Q: 3 clusters Score -1859245 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -1859328.875000 Penalty: 947.480164
	Iteration 23Q: 3 clusters Score -1859329 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -1859375.125000 Penalty: 947.480164
	Iteration 24Q: 3 clusters Score -1859375 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -1859414.000000 Penalty: 947.480164
	Iteration 25Q: 3 clusters Score -1859414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -1859456.375000 Penalty: 947.480164
	Iteration 26Q: 3 clusters Score -1859456 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -1859493.000000 Penalty: 947.480164
	Iteration 27Q: 3 clusters Score -1859493 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -1859524.000000 Penalty: 947.480164
	Iteration 28Q: 3 clusters Score -1859524 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -1859546.000000 Penalty: 947.480164
	Iteration 29Q: 3 clusters Score -1859546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -1859559.875000 Penalty: 947.480164
	Iteration 30Q: 3 clusters Score -1859560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -1859568.000000 Penalty: 947.480164
	Iteration 31Q: 3 clusters Score -1859568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -1859590.500000 Penalty: 947.480164
	Iteration 32Q: 3 clusters Score -1859590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -1859604.125000 Penalty: 947.480164
	Iteration 33Q: 3 clusters Score -1859604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -1859615.500000 Penalty: 947.480164
	Iteration 34Q: 3 clusters Score -1859616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -1859633.500000 Penalty: 947.480164
	Iteration 35Q: 3 clusters Score -1859634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -1859644.750000 Penalty: 947.480164
	Iteration 36Q: 3 clusters Score -1859645 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -1859653.125000 Penalty: 947.480164
	Iteration 37Q: 3 clusters Score -1859653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -1859662.750000 Penalty: 947.480164
	Iteration 38Q: 3 clusters Score -1859663 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -1859668.500000 Penalty: 947.480164
	Iteration 39Q: 3 clusters Score -1859668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -1859679.750000 Penalty: 947.480164
	Iteration 40F: 3 clusters Score -1859680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -1859685.250000 Penalty: 947.480164
	Iteration 41Q: 3 clusters Score -1859685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -1859688.125000 Penalty: 947.480164
	Iteration 42Q: 3 clusters Score -1859688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -1859691.750000 Penalty: 947.480164
	Iteration 43Q: 3 clusters Score -1859692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -1859699.125000 Penalty: 947.480164
	Iteration 44Q: 3 clusters Score -1859699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -1859705.375000 Penalty: 947.480164
	Iteration 45Q: 3 clusters Score -1859705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -1859717.125000 Penalty: 947.480164
	Iteration 46Q: 3 clusters Score -1859717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -1859729.375000 Penalty: 947.480164
	Iteration 47Q: 3 clusters Score -1859729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -1859732.875000 Penalty: 947.480164
	Iteration 48Q: 3 clusters Score -1859733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -1859737.875000 Penalty: 947.480164
	Iteration 49Q: 3 clusters Score -1859738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -1859741.375000 Penalty: 947.480164
	Iteration 50Q: 3 clusters Score -1859741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -1859745.750000 Penalty: 947.480164
	Iteration 51Q: 3 clusters Score -1859746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -1859751.500000 Penalty: 947.480164
	Iteration 52Q: 3 clusters Score -1859752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -1859754.875000 Penalty: 947.480164
	Iteration 53Q: 3 clusters Score -1859755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -1859760.250000 Penalty: 947.480164
	Iteration 54Q: 3 clusters Score -1859760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -1859763.500000 Penalty: 947.480164
	Iteration 55Q: 3 clusters Score -1859764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -1859769.500000 Penalty: 947.480164
	Iteration 56Q: 3 clusters Score -1859770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -1859774.500000 Penalty: 947.480164
	Iteration 57Q: 3 clusters Score -1859774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -1859783.250000 Penalty: 947.480164
	Iteration 58Q: 3 clusters Score -1859783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -1859788.625000 Penalty: 947.480164
	Iteration 59Q: 3 clusters Score -1859789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -1859797.125000 Penalty: 947.480164
	Iteration 60F: 3 clusters Score -1859797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -1859799.875000 Penalty: 947.480164
	Iteration 61Q: 3 clusters Score -1859800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -1859802.500000 Penalty: 947.480164
	Iteration 62Q: 3 clusters Score -1859802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -1859808.375000 Penalty: 947.480164
	Iteration 63Q: 3 clusters Score -1859808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -1859811.875000 Penalty: 947.480164
	Iteration 64Q: 3 clusters Score -1859812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -1859814.750000 Penalty: 947.480164
	Iteration 65Q: 3 clusters Score -1859815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -1859819.875000 Penalty: 947.480164
	Iteration 66Q: 3 clusters Score -1859820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -1859820.625000 Penalty: 947.480164
	Iteration 67Q: 3 clusters Score -1859821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -1859823.000000 Penalty: 947.480164
	Iteration 68Q: 3 clusters Score -1859823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -1859829.000000 Penalty: 947.480164
	Iteration 69Q: 3 clusters Score -1859829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -1859832.000000 Penalty: 947.480164
	Iteration 70Q: 3 clusters Score -1859832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -1859830.875000 Penalty: 947.480164
	Iteration 71Q: 3 clusters Score -1859831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -1859835.250000 Penalty: 947.480164
	Iteration 72Q: 3 clusters Score -1859835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -1859841.375000 Penalty: 947.480164
	Iteration 73Q: 3 clusters Score -1859841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -1859843.750000 Penalty: 947.480164
	Iteration 74Q: 3 clusters Score -1859844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -1859849.375000 Penalty: 947.480164
	Iteration 75Q: 3 clusters Score -1859849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -1859853.625000 Penalty: 947.480164
	Iteration 76Q: 3 clusters Score -1859854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -1859858.000000 Penalty: 947.480164
	Iteration 77Q: 3 clusters Score -1859858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -1859863.625000 Penalty: 947.480164
	Iteration 78Q: 3 clusters Score -1859864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -1859868.125000 Penalty: 947.480164
	Iteration 79Q: 3 clusters Score -1859868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -1859867.875000 Penalty: 947.480164
	Iteration 80F: 3 clusters Score -1859868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -1859868.500000 Penalty: 947.480164
	Iteration 81Q: 3 clusters Score -1859868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -1859871.875000 Penalty: 947.480164
	Iteration 82Q: 3 clusters Score -1859872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -1859872.750000 Penalty: 947.480164
	Iteration 83Q: 3 clusters Score -1859873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -1859874.875000 Penalty: 947.480164
	Iteration 84Q: 3 clusters Score -1859875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -1859877.750000 Penalty: 947.480164
	Iteration 85Q: 3 clusters Score -1859878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -1859880.250000 Penalty: 947.480164
	Iteration 86Q: 3 clusters Score -1859880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -1859883.250000 Penalty: 947.480164
	Iteration 87Q: 3 clusters Score -1859883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -1859882.250000 Penalty: 947.480164
	Iteration 88Q: 3 clusters Score -1859882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -1859884.125000 Penalty: 947.480164
	Iteration 89Q: 3 clusters Score -1859884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -1859885.875000 Penalty: 947.480164
	Iteration 90Q: 3 clusters Score -1859886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -1859889.250000 Penalty: 947.480164
	Iteration 91Q: 3 clusters Score -1859889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -1859890.125000 Penalty: 947.480164
	Iteration 92Q: 3 clusters Score -1859890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -1859890.125000 Penalty: 947.480164
	Iteration 93F: 3 clusters Score -1859890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Entering Unmasked Estep 
Score: -3225236.750000 Penalty: 498.816284
	Iteration 0F: 2 clusters Score -3225237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3186465.500000 Penalty: 997.632568
	Iteration 0F: 3 clusters Score -3186466 nChanged 27928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3203307.750000 Penalty: 997.632568
	Iteration 1F: 3 clusters Score -3203308 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3203908.000000 Penalty: 997.632568
	Iteration 2Q: 3 clusters Score -3203908 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3204826.000000 Penalty: 997.632568
	Iteration 3Q: 3 clusters Score -3204826 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3206266.000000 Penalty: 997.632568
	Iteration 4F: 3 clusters Score -3206266 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3208826.500000 Penalty: 997.632568
	Iteration 5F: 3 clusters Score -3208826 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3212690.500000 Penalty: 997.632568
	Iteration 6F: 3 clusters Score -3212690 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -3217109.750000 Penalty: 997.632568
	Iteration 7F: 3 clusters Score -3217110 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3220555.750000 Penalty: 997.632568
	Iteration 8F: 3 clusters Score -3220556 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3222674.750000 Penalty: 997.632568
	Iteration 9Q: 3 clusters Score -3222675 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3223830.500000 Penalty: 997.632568
	Iteration 10Q: 3 clusters Score -3223830 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3224399.500000 Penalty: 997.632568
	Iteration 11Q: 3 clusters Score -3224400 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56741 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3224634.500000 Penalty: 997.632568
	Iteration 12Q: 3 clusters Score -3224634 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3224730.250000 Penalty: 997.632568
	Iteration 13Q: 3 clusters Score -3224730 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3224795.500000 Penalty: 997.632568
	Iteration 14Q: 3 clusters Score -3224796 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3224845.500000 Penalty: 997.632568
	Iteration 15Q: 3 clusters Score -3224846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3224880.500000 Penalty: 997.632568
	Iteration 16Q: 3 clusters Score -3224880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3224894.500000 Penalty: 997.632568
	Iteration 17Q: 3 clusters Score -3224894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3224915.250000 Penalty: 997.632568
	Iteration 18Q: 3 clusters Score -3224915 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3224929.500000 Penalty: 997.632568
	Iteration 19Q: 3 clusters Score -3224930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3224939.000000 Penalty: 997.632568
	Iteration 20F: 3 clusters Score -3224939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3224955.500000 Penalty: 997.632568
	Iteration 21Q: 3 clusters Score -3224956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3224964.500000 Penalty: 997.632568
	Iteration 22Q: 3 clusters Score -3224964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3224973.500000 Penalty: 997.632568
	Iteration 23Q: 3 clusters Score -3224974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3224980.500000 Penalty: 997.632568
	Iteration 24Q: 3 clusters Score -3224980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3224985.000000 Penalty: 997.632568
	Iteration 25Q: 3 clusters Score -3224985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3224990.250000 Penalty: 997.632568
	Iteration 26Q: 3 clusters Score -3224990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3225000.000000 Penalty: 997.632568
	Iteration 27Q: 3 clusters Score -3225000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3225005.750000 Penalty: 997.632568
	Iteration 28Q: 3 clusters Score -3225006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3225004.750000 Penalty: 997.632568
	Iteration 29Q: 3 clusters Score -3225005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57110 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3225018.000000 Penalty: 997.632568
	Iteration 30Q: 3 clusters Score -3225018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57114 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3225022.500000 Penalty: 997.632568
	Iteration 31Q: 3 clusters Score -3225022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3225029.250000 Penalty: 997.632568
	Iteration 32Q: 3 clusters Score -3225029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3225034.750000 Penalty: 997.632568
	Iteration 33Q: 3 clusters Score -3225035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3225035.250000 Penalty: 997.632568
	Iteration 34Q: 3 clusters Score -3225035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3225037.250000 Penalty: 997.632568
	Iteration 35Q: 3 clusters Score -3225037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3225033.250000 Penalty: 997.632568
	Iteration 36Q: 3 clusters Score -3225033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3225038.500000 Penalty: 997.632568
	Iteration 37Q: 3 clusters Score -3225038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3225043.250000 Penalty: 997.632568
	Iteration 38Q: 3 clusters Score -3225043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3225035.500000 Penalty: 997.632568
	Iteration 39Q: 3 clusters Score -3225036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3225040.750000 Penalty: 997.632568
	Iteration 40F: 3 clusters Score -3225041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3225040.000000 Penalty: 997.632568
	Iteration 41Q: 3 clusters Score -3225040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3225040.000000 Penalty: 997.632568
	Iteration 42F: 3 clusters Score -3225040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (74129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Entering Unmasked Estep 
Score: -3896454.750000 Penalty: 510.217072
	Iteration 0F: 2 clusters Score -3896455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -3846453.500000 Penalty: 1020.434143
	Iteration 0F: 3 clusters Score -3846454 nChanged 36148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -3868546.500000 Penalty: 1020.434143
	Iteration 1F: 3 clusters Score -3868546 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -3869810.750000 Penalty: 1020.434143
	Iteration 2Q: 3 clusters Score -3869811 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -3871726.750000 Penalty: 1020.434143
	Iteration 3F: 3 clusters Score -3871727 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -3874468.750000 Penalty: 1020.434143
	Iteration 4F: 3 clusters Score -3874469 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -3878250.750000 Penalty: 1020.434143
	Iteration 5F: 3 clusters Score -3878251 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -3882601.750000 Penalty: 1020.434143
	Iteration 6F: 3 clusters Score -3882602 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -3885867.000000 Penalty: 1020.434143
	Iteration 7F: 3 clusters Score -3885867 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -3887273.500000 Penalty: 1020.434143
	Iteration 8Q: 3 clusters Score -3887274 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -3887907.000000 Penalty: 1020.434143
	Iteration 9Q: 3 clusters Score -3887907 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -3888353.750000 Penalty: 1020.434143
	Iteration 10Q: 3 clusters Score -3888354 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -3888779.000000 Penalty: 1020.434143
	Iteration 11Q: 3 clusters Score -3888779 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -3889245.250000 Penalty: 1020.434143
	Iteration 12Q: 3 clusters Score -3889245 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -3889732.750000 Penalty: 1020.434143
	Iteration 13Q: 3 clusters Score -3889733 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -3890264.000000 Penalty: 1020.434143
	Iteration 14Q: 3 clusters Score -3890264 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -3890707.000000 Penalty: 1020.434143
	Iteration 15Q: 3 clusters Score -3890707 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -3891159.750000 Penalty: 1020.434143
	Iteration 16Q: 3 clusters Score -3891160 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -3891529.250000 Penalty: 1020.434143
	Iteration 17Q: 3 clusters Score -3891529 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -3891869.000000 Penalty: 1020.434143
	Iteration 18Q: 3 clusters Score -3891869 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -3892198.750000 Penalty: 1020.434143
	Iteration 19Q: 3 clusters Score -3892199 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -3892512.750000 Penalty: 1020.434143
	Iteration 20F: 3 clusters Score -3892513 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -3892784.000000 Penalty: 1020.434143
	Iteration 21Q: 3 clusters Score -3892784 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -3893060.500000 Penalty: 1020.434143
	Iteration 22Q: 3 clusters Score -3893060 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -3893287.250000 Penalty: 1020.434143
	Iteration 23Q: 3 clusters Score -3893287 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
Score: -3893542.500000 Penalty: 1020.434143
	Iteration 24Q: 3 clusters Score -3893542 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -3893764.500000 Penalty: 1020.434143
	Iteration 25Q: 3 clusters Score -3893764 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -3894031.000000 Penalty: 1020.434143
	Iteration 26Q: 3 clusters Score -3894031 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 66896 members 
Entering Unmasked Estep 
Score: -3894272.750000 Penalty: 1020.434143
	Iteration 27Q: 3 clusters Score -3894273 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 67560 members 
Entering Unmasked Estep 
Score: -3894488.750000 Penalty: 1020.434143
	Iteration 28Q: 3 clusters Score -3894489 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -3894652.750000 Penalty: 1020.434143
	Iteration 29Q: 3 clusters Score -3894653 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -3894851.750000 Penalty: 1020.434143
	Iteration 30Q: 3 clusters Score -3894852 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -3895040.000000 Penalty: 1020.434143
	Iteration 31Q: 3 clusters Score -3895040 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 69882 members 
Entering Unmasked Estep 
Score: -3895193.000000 Penalty: 1020.434143
	Iteration 32Q: 3 clusters Score -3895193 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -3895343.250000 Penalty: 1020.434143
	Iteration 33Q: 3 clusters Score -3895343 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -3895481.000000 Penalty: 1020.434143
	Iteration 34Q: 3 clusters Score -3895481 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -3895609.000000 Penalty: 1020.434143
	Iteration 35Q: 3 clusters Score -3895609 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -3895688.250000 Penalty: 1020.434143
	Iteration 36Q: 3 clusters Score -3895688 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -3895791.000000 Penalty: 1020.434143
	Iteration 37Q: 3 clusters Score -3895791 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -3895882.250000 Penalty: 1020.434143
	Iteration 38Q: 3 clusters Score -3895882 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 72294 members 
Entering Unmasked Estep 
Score: -3895959.250000 Penalty: 1020.434143
	Iteration 39Q: 3 clusters Score -3895959 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -3896023.750000 Penalty: 1020.434143
	Iteration 40F: 3 clusters Score -3896024 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 72669 members 
Entering Unmasked Estep 
Score: -3896056.500000 Penalty: 1020.434143
	Iteration 41Q: 3 clusters Score -3896056 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -3896102.250000 Penalty: 1020.434143
	Iteration 42Q: 3 clusters Score -3896102 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
Score: -3896125.750000 Penalty: 1020.434143
	Iteration 43Q: 3 clusters Score -3896126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -3896134.500000 Penalty: 1020.434143
	Iteration 44Q: 3 clusters Score -3896134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -3896154.250000 Penalty: 1020.434143
	Iteration 45Q: 3 clusters Score -3896154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -3896156.250000 Penalty: 1020.434143
	Iteration 46Q: 3 clusters Score -3896156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -3896151.500000 Penalty: 1020.434143
	Iteration 47Q: 3 clusters Score -3896152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -3896147.000000 Penalty: 1020.434143
	Iteration 48Q: 3 clusters Score -3896147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -3896144.750000 Penalty: 1020.434143
	Iteration 49Q: 3 clusters Score -3896145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -3896144.750000 Penalty: 1020.434143
	Iteration 50Q: 3 clusters Score -3896145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 73246 members 
Entering Unmasked Estep 
Score: -3896142.500000 Penalty: 1020.434143
	Iteration 51Q: 3 clusters Score -3896142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -3896142.000000 Penalty: 1020.434143
	Iteration 52Q: 3 clusters Score -3896142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -3896148.750000 Penalty: 1020.434143
	Iteration 53Q: 3 clusters Score -3896149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -3896145.500000 Penalty: 1020.434143
	Iteration 54Q: 3 clusters Score -3896146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -3896148.250000 Penalty: 1020.434143
	Iteration 55Q: 3 clusters Score -3896148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -3896149.250000 Penalty: 1020.434143
	Iteration 56Q: 3 clusters Score -3896149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -3896147.250000 Penalty: 1020.434143
	Iteration 57Q: 3 clusters Score -3896147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -3896144.750000 Penalty: 1020.434143
	Iteration 58Q: 3 clusters Score -3896145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -3896141.250000 Penalty: 1020.434143
	Iteration 59Q: 3 clusters Score -3896141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -3896145.250000 Penalty: 1020.434143
	Iteration 60F: 3 clusters Score -3896145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 73443 members 
Entering Unmasked Estep 
Score: -3896140.000000 Penalty: 1020.434143
	Iteration 61Q: 3 clusters Score -3896140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -3896148.750000 Penalty: 1020.434143
	Iteration 62Q: 3 clusters Score -3896149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -3896152.750000 Penalty: 1020.434143
	Iteration 63Q: 3 clusters Score -3896153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -3896153.750000 Penalty: 1020.434143
	Iteration 64Q: 3 clusters Score -3896154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -3896157.000000 Penalty: 1020.434143
	Iteration 65Q: 3 clusters Score -3896157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -3896154.750000 Penalty: 1020.434143
	Iteration 66Q: 3 clusters Score -3896155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -3896155.000000 Penalty: 1020.434143
	Iteration 67Q: 3 clusters Score -3896155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -3896154.500000 Penalty: 1020.434143
	Iteration 68Q: 3 clusters Score -3896154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -3896155.750000 Penalty: 1020.434143
	Iteration 69Q: 3 clusters Score -3896156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -3896157.500000 Penalty: 1020.434143
	Iteration 70Q: 3 clusters Score -3896158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 73524 members 
Entering Unmasked Estep 
Score: -3896159.750000 Penalty: 1020.434143
	Iteration 71Q: 3 clusters Score -3896160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -3896159.500000 Penalty: 1020.434143
	Iteration 72Q: 3 clusters Score -3896160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -3896157.000000 Penalty: 1020.434143
	Iteration 73Q: 3 clusters Score -3896157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -3896163.500000 Penalty: 1020.434143
	Iteration 74Q: 3 clusters Score -3896164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -3896166.250000 Penalty: 1020.434143
	Iteration 75Q: 3 clusters Score -3896166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -3896166.500000 Penalty: 1020.434143
	Iteration 76Q: 3 clusters Score -3896166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -3896171.500000 Penalty: 1020.434143
	Iteration 77Q: 3 clusters Score -3896172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -3896172.000000 Penalty: 1020.434143
	Iteration 78Q: 3 clusters Score -3896172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -3896175.000000 Penalty: 1020.434143
	Iteration 79Q: 3 clusters Score -3896175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 73599 members 
Entering Unmasked Estep 
Score: -3896172.250000 Penalty: 1020.434143
	Iteration 80F: 3 clusters Score -3896172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -3896172.000000 Penalty: 1020.434143
	Iteration 81Q: 3 clusters Score -3896172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -3896170.500000 Penalty: 1020.434143
	Iteration 82Q: 3 clusters Score -3896170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -3896173.500000 Penalty: 1020.434143
	Iteration 83Q: 3 clusters Score -3896174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 73616 members 
Entering Unmasked Estep 
Score: -3896172.250000 Penalty: 1020.434143
	Iteration 84Q: 3 clusters Score -3896172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 73619 members 
Entering Unmasked Estep 
Score: -3896169.000000 Penalty: 1020.434143
	Iteration 85Q: 3 clusters Score -3896169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -3896167.250000 Penalty: 1020.434143
	Iteration 86Q: 3 clusters Score -3896167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -3896167.250000 Penalty: 1020.434143
	Iteration 87F: 3 clusters Score -3896167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -57808.863281 Penalty: 320.622437
	Iteration 0F: 2 clusters Score -57808.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -56905.496094 Penalty: 641.244873
	Iteration 0F: 3 clusters Score -56905.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -57201.542969 Penalty: 641.244873
	Iteration 1F: 3 clusters Score -57201.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -57289.886719 Penalty: 641.244873
	Iteration 2F: 3 clusters Score -57289.89 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -57360.738281 Penalty: 641.244873
	Iteration 3F: 3 clusters Score -57360.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -57399.906250 Penalty: 641.244873
	Iteration 4F: 3 clusters Score -57399.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -57428.238281 Penalty: 641.244873
	Iteration 5Q: 3 clusters Score -57428.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -57449.375000 Penalty: 641.244873
	Iteration 6Q: 3 clusters Score -57449.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -57467.117188 Penalty: 641.244873
	Iteration 7Q: 3 clusters Score -57467.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -57485.878906 Penalty: 641.244873
	Iteration 8Q: 3 clusters Score -57485.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -57502.074219 Penalty: 641.244873
	Iteration 9Q: 3 clusters Score -57502.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -57513.476562 Penalty: 641.244873
	Iteration 10Q: 3 clusters Score -57513.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -57524.210938 Penalty: 641.244873
	Iteration 11Q: 3 clusters Score -57524.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -57541.925781 Penalty: 641.244873
	Iteration 12Q: 3 clusters Score -57541.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -57549.515625 Penalty: 641.244873
	Iteration 13Q: 3 clusters Score -57549.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -57556.882812 Penalty: 641.244873
	Iteration 14Q: 3 clusters Score -57556.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -57562.785156 Penalty: 641.244873
	Iteration 15Q: 3 clusters Score -57562.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -57568.269531 Penalty: 641.244873
	Iteration 16Q: 3 clusters Score -57568.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -57571.175781 Penalty: 641.244873
	Iteration 17Q: 3 clusters Score -57571.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -57574.332031 Penalty: 641.244873
	Iteration 18Q: 3 clusters Score -57574.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -57577.886719 Penalty: 641.244873
	Iteration 19Q: 3 clusters Score -57577.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -57582.765625 Penalty: 641.244873
	Iteration 20F: 3 clusters Score -57582.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -57587.976562 Penalty: 641.244873
	Iteration 21Q: 3 clusters Score -57587.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -57590.605469 Penalty: 641.244873
	Iteration 22Q: 3 clusters Score -57590.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -57590.968750 Penalty: 641.244873
	Iteration 23Q: 3 clusters Score -57590.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -57591.394531 Penalty: 641.244873
	Iteration 24Q: 3 clusters Score -57591.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -57592.945312 Penalty: 641.244873
	Iteration 25Q: 3 clusters Score -57592.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -57596.015625 Penalty: 641.244873
	Iteration 26Q: 3 clusters Score -57596.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -57597.605469 Penalty: 641.244873
	Iteration 27Q: 3 clusters Score -57597.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -57600.500000 Penalty: 641.244873
	Iteration 28Q: 3 clusters Score -57600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -57601.464844 Penalty: 641.244873
	Iteration 29Q: 3 clusters Score -57601.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -57601.464844 Penalty: 641.244873
	Iteration 30F: 3 clusters Score -57601.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Entering Unmasked Estep 
Score: -2369252.000000 Penalty: 489.610260
	Iteration 0F: 2 clusters Score -2369252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2337610.500000 Penalty: 979.220520
	Iteration 0F: 3 clusters Score -2337610 nChanged 22873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2350719.500000 Penalty: 979.220520
	Iteration 1F: 3 clusters Score -2350720 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -2351026.500000 Penalty: 979.220520
	Iteration 2Q: 3 clusters Score -2351026 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2351493.750000 Penalty: 979.220520
	Iteration 3Q: 3 clusters Score -2351494 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2352207.750000 Penalty: 979.220520
	Iteration 4Q: 3 clusters Score -2352208 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2353396.000000 Penalty: 979.220520
	Iteration 5Q: 3 clusters Score -2353396 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2355325.000000 Penalty: 979.220520
	Iteration 6F: 3 clusters Score -2355325 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2357810.750000 Penalty: 979.220520
	Iteration 7F: 3 clusters Score -2357811 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2360074.000000 Penalty: 979.220520
	Iteration 8F: 3 clusters Score -2360074 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2361213.500000 Penalty: 979.220520
	Iteration 9Q: 3 clusters Score -2361214 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2361645.000000 Penalty: 979.220520
	Iteration 10Q: 3 clusters Score -2361645 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2361909.000000 Penalty: 979.220520
	Iteration 11Q: 3 clusters Score -2361909 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2362177.000000 Penalty: 979.220520
	Iteration 12Q: 3 clusters Score -2362177 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2362435.500000 Penalty: 979.220520
	Iteration 13Q: 3 clusters Score -2362436 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2362746.500000 Penalty: 979.220520
	Iteration 14Q: 3 clusters Score -2362746 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2363077.250000 Penalty: 979.220520
	Iteration 15Q: 3 clusters Score -2363077 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2363487.250000 Penalty: 979.220520
	Iteration 16Q: 3 clusters Score -2363487 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2363899.500000 Penalty: 979.220520
	Iteration 17Q: 3 clusters Score -2363900 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2364339.000000 Penalty: 979.220520
	Iteration 18Q: 3 clusters Score -2364339 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2364819.750000 Penalty: 979.220520
	Iteration 19Q: 3 clusters Score -2364820 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2365363.000000 Penalty: 979.220520
	Iteration 20F: 3 clusters Score -2365363 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2365958.750000 Penalty: 979.220520
	Iteration 21Q: 3 clusters Score -2365959 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2366507.250000 Penalty: 979.220520
	Iteration 22Q: 3 clusters Score -2366507 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2367049.500000 Penalty: 979.220520
	Iteration 23Q: 3 clusters Score -2367050 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2367474.000000 Penalty: 979.220520
	Iteration 24Q: 3 clusters Score -2367474 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2367835.000000 Penalty: 979.220520
	Iteration 25Q: 3 clusters Score -2367835 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2368105.000000 Penalty: 979.220520
	Iteration 26Q: 3 clusters Score -2368105 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2368338.000000 Penalty: 979.220520
	Iteration 27Q: 3 clusters Score -2368338 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2368498.750000 Penalty: 979.220520
	Iteration 28Q: 3 clusters Score -2368499 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2368599.500000 Penalty: 979.220520
	Iteration 29Q: 3 clusters Score -2368600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2368669.500000 Penalty: 979.220520
	Iteration 30Q: 3 clusters Score -2368670 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2368735.500000 Penalty: 979.220520
	Iteration 31Q: 3 clusters Score -2368736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2368763.500000 Penalty: 979.220520
	Iteration 32Q: 3 clusters Score -2368764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2368782.000000 Penalty: 979.220520
	Iteration 33Q: 3 clusters Score -2368782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2368796.000000 Penalty: 979.220520
	Iteration 34Q: 3 clusters Score -2368796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2368804.000000 Penalty: 979.220520
	Iteration 35Q: 3 clusters Score -2368804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2368808.000000 Penalty: 979.220520
	Iteration 36Q: 3 clusters Score -2368808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2368814.500000 Penalty: 979.220520
	Iteration 37Q: 3 clusters Score -2368814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2368823.250000 Penalty: 979.220520
	Iteration 38Q: 3 clusters Score -2368823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2368833.500000 Penalty: 979.220520
	Iteration 39Q: 3 clusters Score -2368834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2368834.500000 Penalty: 979.220520
	Iteration 40F: 3 clusters Score -2368834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -2368841.750000 Penalty: 979.220520
	Iteration 41Q: 3 clusters Score -2368842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -2368843.750000 Penalty: 979.220520
	Iteration 42Q: 3 clusters Score -2368844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2368846.250000 Penalty: 979.220520
	Iteration 43Q: 3 clusters Score -2368846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -2368847.750000 Penalty: 979.220520
	Iteration 44Q: 3 clusters Score -2368848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2368852.250000 Penalty: 979.220520
	Iteration 45Q: 3 clusters Score -2368852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2368854.000000 Penalty: 979.220520
	Iteration 46Q: 3 clusters Score -2368854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2368854.000000 Penalty: 979.220520
	Iteration 47F: 3 clusters Score -2368854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (96658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96658 members 
Entering Unmasked Estep 
Score: -5343316.500000 Penalty: 522.291504
	Iteration 0F: 2 clusters Score -5343316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -5280124.000000 Penalty: 1044.583008
	Iteration 0F: 3 clusters Score -5280124 nChanged 47503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -5308419.000000 Penalty: 1044.583008
	Iteration 1F: 3 clusters Score -5308419 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -5309221.000000 Penalty: 1044.583008
	Iteration 2Q: 3 clusters Score -5309221 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -5310197.000000 Penalty: 1044.583008
	Iteration 3Q: 3 clusters Score -5310197 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -5311816.500000 Penalty: 1044.583008
	Iteration 4Q: 3 clusters Score -5311816 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -5314619.000000 Penalty: 1044.583008
	Iteration 5F: 3 clusters Score -5314619 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -5319226.500000 Penalty: 1044.583008
	Iteration 6F: 3 clusters Score -5319226 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -5325318.000000 Penalty: 1044.583008
	Iteration 7F: 3 clusters Score -5325318 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -5331273.000000 Penalty: 1044.583008
	Iteration 8F: 3 clusters Score -5331273 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -5335503.500000 Penalty: 1044.583008
	Iteration 9Q: 3 clusters Score -5335504 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84395 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -5337531.500000 Penalty: 1044.583008
	Iteration 10Q: 3 clusters Score -5337532 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5338580.500000 Penalty: 1044.583008
	Iteration 11Q: 3 clusters Score -5338580 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -5339196.500000 Penalty: 1044.583008
	Iteration 12Q: 3 clusters Score -5339196 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88169 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -5339700.500000 Penalty: 1044.583008
	Iteration 13Q: 3 clusters Score -5339700 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -5340128.000000 Penalty: 1044.583008
	Iteration 14Q: 3 clusters Score -5340128 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -5340528.500000 Penalty: 1044.583008
	Iteration 15Q: 3 clusters Score -5340528 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -5340974.500000 Penalty: 1044.583008
	Iteration 16Q: 3 clusters Score -5340974 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92048 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -5341425.000000 Penalty: 1044.583008
	Iteration 17Q: 3 clusters Score -5341425 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5341828.000000 Penalty: 1044.583008
	Iteration 18Q: 3 clusters Score -5341828 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -5342136.000000 Penalty: 1044.583008
	Iteration 19Q: 3 clusters Score -5342136 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93898 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5342361.500000 Penalty: 1044.583008
	Iteration 20F: 3 clusters Score -5342362 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5342516.000000 Penalty: 1044.583008
	Iteration 21Q: 3 clusters Score -5342516 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94582 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5342642.500000 Penalty: 1044.583008
	Iteration 22Q: 3 clusters Score -5342642 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5342727.500000 Penalty: 1044.583008
	Iteration 23Q: 3 clusters Score -5342728 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5342800.500000 Penalty: 1044.583008
	Iteration 24Q: 3 clusters Score -5342800 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95241 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5342839.000000 Penalty: 1044.583008
	Iteration 25Q: 3 clusters Score -5342839 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5342865.500000 Penalty: 1044.583008
	Iteration 26Q: 3 clusters Score -5342866 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5342892.000000 Penalty: 1044.583008
	Iteration 27Q: 3 clusters Score -5342892 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5342904.500000 Penalty: 1044.583008
	Iteration 28Q: 3 clusters Score -5342904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5342932.000000 Penalty: 1044.583008
	Iteration 29Q: 3 clusters Score -5342932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5342935.000000 Penalty: 1044.583008
	Iteration 30Q: 3 clusters Score -5342935 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5342952.500000 Penalty: 1044.583008
	Iteration 31Q: 3 clusters Score -5342952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5342962.000000 Penalty: 1044.583008
	Iteration 32Q: 3 clusters Score -5342962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5342977.000000 Penalty: 1044.583008
	Iteration 33Q: 3 clusters Score -5342977 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5342984.000000 Penalty: 1044.583008
	Iteration 34Q: 3 clusters Score -5342984 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95921 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5342997.500000 Penalty: 1044.583008
	Iteration 35Q: 3 clusters Score -5342998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95942 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5342995.000000 Penalty: 1044.583008
	Iteration 36Q: 3 clusters Score -5342995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5342992.500000 Penalty: 1044.583008
	Iteration 37Q: 3 clusters Score -5342992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5342995.500000 Penalty: 1044.583008
	Iteration 38Q: 3 clusters Score -5342996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5343001.000000 Penalty: 1044.583008
	Iteration 39Q: 3 clusters Score -5343001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5342996.000000 Penalty: 1044.583008
	Iteration 40F: 3 clusters Score -5342996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5343000.500000 Penalty: 1044.583008
	Iteration 41Q: 3 clusters Score -5343000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5343007.500000 Penalty: 1044.583008
	Iteration 42Q: 3 clusters Score -5343008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96036 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5343004.000000 Penalty: 1044.583008
	Iteration 43Q: 3 clusters Score -5343004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96049 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5343015.500000 Penalty: 1044.583008
	Iteration 44Q: 3 clusters Score -5343016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96063 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5343018.000000 Penalty: 1044.583008
	Iteration 45Q: 3 clusters Score -5343018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5343024.000000 Penalty: 1044.583008
	Iteration 46Q: 3 clusters Score -5343024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5343031.000000 Penalty: 1044.583008
	Iteration 47Q: 3 clusters Score -5343031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5343033.500000 Penalty: 1044.583008
	Iteration 48Q: 3 clusters Score -5343034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5343034.500000 Penalty: 1044.583008
	Iteration 49Q: 3 clusters Score -5343034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5343042.000000 Penalty: 1044.583008
	Iteration 50Q: 3 clusters Score -5343042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96140 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5343039.500000 Penalty: 1044.583008
	Iteration 51Q: 3 clusters Score -5343040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5343045.500000 Penalty: 1044.583008
	Iteration 52Q: 3 clusters Score -5343046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5343049.000000 Penalty: 1044.583008
	Iteration 53Q: 3 clusters Score -5343049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5343046.500000 Penalty: 1044.583008
	Iteration 54Q: 3 clusters Score -5343046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5343049.500000 Penalty: 1044.583008
	Iteration 55Q: 3 clusters Score -5343050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96153 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5343048.000000 Penalty: 1044.583008
	Iteration 56Q: 3 clusters Score -5343048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5343047.000000 Penalty: 1044.583008
	Iteration 57Q: 3 clusters Score -5343047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5343046.000000 Penalty: 1044.583008
	Iteration 58Q: 3 clusters Score -5343046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96149 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5343049.500000 Penalty: 1044.583008
	Iteration 59Q: 3 clusters Score -5343050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96147 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5343050.000000 Penalty: 1044.583008
	Iteration 60F: 3 clusters Score -5343050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96147 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5343049.500000 Penalty: 1044.583008
	Iteration 61Q: 3 clusters Score -5343050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5343049.500000 Penalty: 1044.583008
	Iteration 62Q: 3 clusters Score -5343050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5343053.500000 Penalty: 1044.583008
	Iteration 63Q: 3 clusters Score -5343054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5343053.500000 Penalty: 1044.583008
	Iteration 64Q: 3 clusters Score -5343054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96142 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5343054.500000 Penalty: 1044.583008
	Iteration 65Q: 3 clusters Score -5343054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5343052.500000 Penalty: 1044.583008
	Iteration 66Q: 3 clusters Score -5343052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5343054.000000 Penalty: 1044.583008
	Iteration 67Q: 3 clusters Score -5343054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5343051.500000 Penalty: 1044.583008
	Iteration 68Q: 3 clusters Score -5343052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96146 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5343054.000000 Penalty: 1044.583008
	Iteration 69Q: 3 clusters Score -5343054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5343056.500000 Penalty: 1044.583008
	Iteration 70Q: 3 clusters Score -5343056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5343055.500000 Penalty: 1044.583008
	Iteration 71Q: 3 clusters Score -5343056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5343055.500000 Penalty: 1044.583008
	Iteration 72F: 3 clusters Score -5343056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Entering Unmasked Estep 
Score: -247768.781250 Penalty: 385.332336
	Iteration 0F: 2 clusters Score -247768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -244545.093750 Penalty: 770.664673
	Iteration 0F: 3 clusters Score -244545.1 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -245713.515625 Penalty: 770.664673
	Iteration 1F: 3 clusters Score -245713.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -245851.625000 Penalty: 770.664673
	Iteration 2F: 3 clusters Score -245851.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -245983.062500 Penalty: 770.664673
	Iteration 3F: 3 clusters Score -245983.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -246119.484375 Penalty: 770.664673
	Iteration 4F: 3 clusters Score -246119.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -246261.015625 Penalty: 770.664673
	Iteration 5F: 3 clusters Score -246261 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -246387.796875 Penalty: 770.664673
	Iteration 6Q: 3 clusters Score -246387.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -246530.281250 Penalty: 770.664673
	Iteration 7Q: 3 clusters Score -246530.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -246692.187500 Penalty: 770.664673
	Iteration 8Q: 3 clusters Score -246692.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -246838.234375 Penalty: 770.664673
	Iteration 9Q: 3 clusters Score -246838.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -246933.687500 Penalty: 770.664673
	Iteration 10Q: 3 clusters Score -246933.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -246985.406250 Penalty: 770.664673
	Iteration 11Q: 3 clusters Score -246985.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -247024.750000 Penalty: 770.664673
	Iteration 12Q: 3 clusters Score -247024.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -247062.125000 Penalty: 770.664673
	Iteration 13Q: 3 clusters Score -247062.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -247085.375000 Penalty: 770.664673
	Iteration 14Q: 3 clusters Score -247085.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -247107.828125 Penalty: 770.664673
	Iteration 15Q: 3 clusters Score -247107.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -247127.734375 Penalty: 770.664673
	Iteration 16Q: 3 clusters Score -247127.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -247140.437500 Penalty: 770.664673
	Iteration 17Q: 3 clusters Score -247140.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -247151.312500 Penalty: 770.664673
	Iteration 18Q: 3 clusters Score -247151.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -247162.703125 Penalty: 770.664673
	Iteration 19Q: 3 clusters Score -247162.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -247180.500000 Penalty: 770.664673
	Iteration 20F: 3 clusters Score -247180.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -247193.578125 Penalty: 770.664673
	Iteration 21Q: 3 clusters Score -247193.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -247204.406250 Penalty: 770.664673
	Iteration 22Q: 3 clusters Score -247204.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -247212.546875 Penalty: 770.664673
	Iteration 23Q: 3 clusters Score -247212.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -247220.046875 Penalty: 770.664673
	Iteration 24Q: 3 clusters Score -247220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -247222.500000 Penalty: 770.664673
	Iteration 25Q: 3 clusters Score -247222.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -247225.046875 Penalty: 770.664673
	Iteration 26Q: 3 clusters Score -247225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -247226.953125 Penalty: 770.664673
	Iteration 27Q: 3 clusters Score -247227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -247232.140625 Penalty: 770.664673
	Iteration 28Q: 3 clusters Score -247232.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -247237.640625 Penalty: 770.664673
	Iteration 29Q: 3 clusters Score -247237.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -247247.843750 Penalty: 770.664673
	Iteration 30Q: 3 clusters Score -247247.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -247262.015625 Penalty: 770.664673
	Iteration 31Q: 3 clusters Score -247262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -247280.437500 Penalty: 770.664673
	Iteration 32Q: 3 clusters Score -247280.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -247306.796875 Penalty: 770.664673
	Iteration 33Q: 3 clusters Score -247306.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -247330.640625 Penalty: 770.664673
	Iteration 34Q: 3 clusters Score -247330.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -247350.078125 Penalty: 770.664673
	Iteration 35Q: 3 clusters Score -247350.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -247379.031250 Penalty: 770.664673
	Iteration 36Q: 3 clusters Score -247379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -247407.625000 Penalty: 770.664673
	Iteration 37Q: 3 clusters Score -247407.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -247431.390625 Penalty: 770.664673
	Iteration 38Q: 3 clusters Score -247431.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -247444.093750 Penalty: 770.664673
	Iteration 39Q: 3 clusters Score -247444.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -247458.468750 Penalty: 770.664673
	Iteration 40F: 3 clusters Score -247458.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -247473.546875 Penalty: 770.664673
	Iteration 41Q: 3 clusters Score -247473.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -247490.687500 Penalty: 770.664673
	Iteration 42Q: 3 clusters Score -247490.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -247502.359375 Penalty: 770.664673
	Iteration 43Q: 3 clusters Score -247502.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -247509.390625 Penalty: 770.664673
	Iteration 44Q: 3 clusters Score -247509.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -247516.156250 Penalty: 770.664673
	Iteration 45Q: 3 clusters Score -247516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -247519.218750 Penalty: 770.664673
	Iteration 46Q: 3 clusters Score -247519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -247523.281250 Penalty: 770.664673
	Iteration 47Q: 3 clusters Score -247523.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -247525.265625 Penalty: 770.664673
	Iteration 48Q: 3 clusters Score -247525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -247525.843750 Penalty: 770.664673
	Iteration 49Q: 3 clusters Score -247525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -247526.468750 Penalty: 770.664673
	Iteration 50Q: 3 clusters Score -247526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -247528.234375 Penalty: 770.664673
	Iteration 51Q: 3 clusters Score -247528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -247530.796875 Penalty: 770.664673
	Iteration 52Q: 3 clusters Score -247530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -247537.015625 Penalty: 770.664673
	Iteration 53Q: 3 clusters Score -247537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -247538.031250 Penalty: 770.664673
	Iteration 54Q: 3 clusters Score -247538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -247538.875000 Penalty: 770.664673
	Iteration 55Q: 3 clusters Score -247538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -247540.046875 Penalty: 770.664673
	Iteration 56Q: 3 clusters Score -247540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -247545.218750 Penalty: 770.664673
	Iteration 57Q: 3 clusters Score -247545.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -247549.359375 Penalty: 770.664673
	Iteration 58Q: 3 clusters Score -247549.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -247552.890625 Penalty: 770.664673
	Iteration 59Q: 3 clusters Score -247552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -247556.437500 Penalty: 770.664673
	Iteration 60F: 3 clusters Score -247556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -247559.125000 Penalty: 770.664673
	Iteration 61Q: 3 clusters Score -247559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -247562.953125 Penalty: 770.664673
	Iteration 62Q: 3 clusters Score -247563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -247566.765625 Penalty: 770.664673
	Iteration 63Q: 3 clusters Score -247566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -247567.234375 Penalty: 770.664673
	Iteration 64Q: 3 clusters Score -247567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -247567.234375 Penalty: 770.664673
	Iteration 65F: 3 clusters Score -247567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (155411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155411 members 
Entering Unmasked Estep 
Score: -8073798.500000 Penalty: 543.899231
	Iteration 0F: 2 clusters Score -8073798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77399 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -7968882.500000 Penalty: 1087.798462
	Iteration 0F: 3 clusters Score -7968882 nChanged 76382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 86252 members 
Entering Unmasked Estep 
Score: -8016671.000000 Penalty: 1087.798462
	Iteration 1F: 3 clusters Score -8016671 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 91752 members 
Entering Unmasked Estep 
Score: -8020338.000000 Penalty: 1087.798462
	Iteration 2Q: 3 clusters Score -8020338 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 99965 members 
Entering Unmasked Estep 
Score: -8026479.500000 Penalty: 1087.798462
	Iteration 3F: 3 clusters Score -8026480 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -8036548.500000 Penalty: 1087.798462
	Iteration 4F: 3 clusters Score -8036548 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 122030 members 
Entering Unmasked Estep 
Score: -8047092.000000 Penalty: 1087.798462
	Iteration 5F: 3 clusters Score -8047092 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 131281 members 
Entering Unmasked Estep 
Score: -8055009.500000 Penalty: 1087.798462
	Iteration 6F: 3 clusters Score -8055010 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 138399 members 
Entering Unmasked Estep 
Score: -8060472.500000 Penalty: 1087.798462
	Iteration 7Q: 3 clusters Score -8060472 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 143906 members 
Entering Unmasked Estep 
Score: -8064351.000000 Penalty: 1087.798462
	Iteration 8Q: 3 clusters Score -8064351 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 148161 members 
Entering Unmasked Estep 
Score: -8067715.500000 Penalty: 1087.798462
	Iteration 9Q: 3 clusters Score -8067716 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 151241 members 
Entering Unmasked Estep 
Score: -8070239.000000 Penalty: 1087.798462
	Iteration 10Q: 3 clusters Score -8070239 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 153211 members 
Entering Unmasked Estep 
Score: -8071762.000000 Penalty: 1087.798462
	Iteration 11Q: 3 clusters Score -8071762 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 154293 members 
Entering Unmasked Estep 
Score: -8072569.000000 Penalty: 1087.798462
	Iteration 12Q: 3 clusters Score -8072569 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 154829 members 
Entering Unmasked Estep 
Score: -8072951.000000 Penalty: 1087.798462
	Iteration 13Q: 3 clusters Score -8072951 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 155075 members 
Entering Unmasked Estep 
Score: -8073132.000000 Penalty: 1087.798462
	Iteration 14Q: 3 clusters Score -8073132 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -8073202.000000 Penalty: 1087.798462
	Iteration 15Q: 3 clusters Score -8073202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155248 members 
Entering Unmasked Estep 
Score: -8073250.000000 Penalty: 1087.798462
	Iteration 16Q: 3 clusters Score -8073250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 155280 members 
Entering Unmasked Estep 
Score: -8073282.000000 Penalty: 1087.798462
	Iteration 17Q: 3 clusters Score -8073282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155298 members 
Entering Unmasked Estep 
Score: -8073308.500000 Penalty: 1087.798462
	Iteration 18Q: 3 clusters Score -8073308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -8073320.500000 Penalty: 1087.798462
	Iteration 19Q: 3 clusters Score -8073320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 155319 members 
Entering Unmasked Estep 
Score: -8073323.500000 Penalty: 1087.798462
	Iteration 20F: 3 clusters Score -8073324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -8073327.500000 Penalty: 1087.798462
	Iteration 21Q: 3 clusters Score -8073328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 155325 members 
Entering Unmasked Estep 
Score: -8073327.500000 Penalty: 1087.798462
	Iteration 22Q: 3 clusters Score -8073328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 155327 members 
Entering Unmasked Estep 
Score: -8073331.000000 Penalty: 1087.798462
	Iteration 23Q: 3 clusters Score -8073331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 155328 members 
Entering Unmasked Estep 
Score: -8073332.000000 Penalty: 1087.798462
	Iteration 24Q: 3 clusters Score -8073332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 155328 members 
Entering Unmasked Estep 
Score: -8073332.000000 Penalty: 1087.798462
	Iteration 25F: 3 clusters Score -8073332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Entering Unmasked Estep 
Score: -3966960.250000 Penalty: 510.007935
	Iteration 0F: 2 clusters Score -3966960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -3917307.500000 Penalty: 1020.015869
	Iteration 0F: 3 clusters Score -3917308 nChanged 35871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -3939372.750000 Penalty: 1020.015869
	Iteration 1F: 3 clusters Score -3939373 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -3940565.250000 Penalty: 1020.015869
	Iteration 2Q: 3 clusters Score -3940565 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -3942588.750000 Penalty: 1020.015869
	Iteration 3F: 3 clusters Score -3942589 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -3945945.250000 Penalty: 1020.015869
	Iteration 4F: 3 clusters Score -3945945 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -3950954.000000 Penalty: 1020.015869
	Iteration 5F: 3 clusters Score -3950954 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -3956347.000000 Penalty: 1020.015869
	Iteration 6F: 3 clusters Score -3956347 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -3960135.250000 Penalty: 1020.015869
	Iteration 7Q: 3 clusters Score -3960135 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -3961878.500000 Penalty: 1020.015869
	Iteration 8Q: 3 clusters Score -3961878 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -3962700.000000 Penalty: 1020.015869
	Iteration 9Q: 3 clusters Score -3962700 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -3963287.750000 Penalty: 1020.015869
	Iteration 10Q: 3 clusters Score -3963288 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -3963757.000000 Penalty: 1020.015869
	Iteration 11Q: 3 clusters Score -3963757 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -3964149.000000 Penalty: 1020.015869
	Iteration 12Q: 3 clusters Score -3964149 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -3964428.250000 Penalty: 1020.015869
	Iteration 13Q: 3 clusters Score -3964428 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -3964670.250000 Penalty: 1020.015869
	Iteration 14Q: 3 clusters Score -3964670 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -3964858.250000 Penalty: 1020.015869
	Iteration 15Q: 3 clusters Score -3964858 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -3964983.250000 Penalty: 1020.015869
	Iteration 16Q: 3 clusters Score -3964983 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -3965125.500000 Penalty: 1020.015869
	Iteration 17Q: 3 clusters Score -3965126 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -3965233.250000 Penalty: 1020.015869
	Iteration 18Q: 3 clusters Score -3965233 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -3965315.750000 Penalty: 1020.015869
	Iteration 19Q: 3 clusters Score -3965316 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -3965417.750000 Penalty: 1020.015869
	Iteration 20F: 3 clusters Score -3965418 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -3965480.000000 Penalty: 1020.015869
	Iteration 21Q: 3 clusters Score -3965480 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -3965559.250000 Penalty: 1020.015869
	Iteration 22Q: 3 clusters Score -3965559 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -3965606.000000 Penalty: 1020.015869
	Iteration 23Q: 3 clusters Score -3965606 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -3965681.500000 Penalty: 1020.015869
	Iteration 24Q: 3 clusters Score -3965682 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 68165 members 
Entering Unmasked Estep 
Score: -3965772.250000 Penalty: 1020.015869
	Iteration 25Q: 3 clusters Score -3965772 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -3965848.750000 Penalty: 1020.015869
	Iteration 26Q: 3 clusters Score -3965849 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -3965909.000000 Penalty: 1020.015869
	Iteration 27Q: 3 clusters Score -3965909 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 69052 members 
Entering Unmasked Estep 
Score: -3965990.250000 Penalty: 1020.015869
	Iteration 28Q: 3 clusters Score -3965990 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 69326 members 
Entering Unmasked Estep 
Score: -3966084.500000 Penalty: 1020.015869
	Iteration 29Q: 3 clusters Score -3966084 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -3966138.250000 Penalty: 1020.015869
	Iteration 30Q: 3 clusters Score -3966138 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
Score: -3966188.750000 Penalty: 1020.015869
	Iteration 31Q: 3 clusters Score -3966189 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -3966236.750000 Penalty: 1020.015869
	Iteration 32Q: 3 clusters Score -3966237 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -3966272.250000 Penalty: 1020.015869
	Iteration 33Q: 3 clusters Score -3966272 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 70360 members 
Entering Unmasked Estep 
Score: -3966292.750000 Penalty: 1020.015869
	Iteration 34Q: 3 clusters Score -3966293 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -3966317.250000 Penalty: 1020.015869
	Iteration 35Q: 3 clusters Score -3966317 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -3966343.000000 Penalty: 1020.015869
	Iteration 36Q: 3 clusters Score -3966343 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -3966361.250000 Penalty: 1020.015869
	Iteration 37Q: 3 clusters Score -3966361 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -3966382.000000 Penalty: 1020.015869
	Iteration 38Q: 3 clusters Score -3966382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -3966392.250000 Penalty: 1020.015869
	Iteration 39Q: 3 clusters Score -3966392 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -3966421.250000 Penalty: 1020.015869
	Iteration 40F: 3 clusters Score -3966421 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -3966453.750000 Penalty: 1020.015869
	Iteration 41Q: 3 clusters Score -3966454 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -3966469.000000 Penalty: 1020.015869
	Iteration 42Q: 3 clusters Score -3966469 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -3966468.750000 Penalty: 1020.015869
	Iteration 43Q: 3 clusters Score -3966469 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 71497 members 
Entering Unmasked Estep 
Score: -3966481.750000 Penalty: 1020.015869
	Iteration 44Q: 3 clusters Score -3966482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -3966507.750000 Penalty: 1020.015869
	Iteration 45Q: 3 clusters Score -3966508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -3966526.250000 Penalty: 1020.015869
	Iteration 46Q: 3 clusters Score -3966526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 71740 members 
Entering Unmasked Estep 
Score: -3966542.000000 Penalty: 1020.015869
	Iteration 47Q: 3 clusters Score -3966542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -3966540.500000 Penalty: 1020.015869
	Iteration 48Q: 3 clusters Score -3966540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -3966548.500000 Penalty: 1020.015869
	Iteration 49Q: 3 clusters Score -3966548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -3966554.500000 Penalty: 1020.015869
	Iteration 50Q: 3 clusters Score -3966554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 71941 members 
Entering Unmasked Estep 
Score: -3966560.000000 Penalty: 1020.015869
	Iteration 51Q: 3 clusters Score -3966560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 71987 members 
Entering Unmasked Estep 
Score: -3966562.250000 Penalty: 1020.015869
	Iteration 52Q: 3 clusters Score -3966562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -3966575.250000 Penalty: 1020.015869
	Iteration 53Q: 3 clusters Score -3966575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -3966579.250000 Penalty: 1020.015869
	Iteration 54Q: 3 clusters Score -3966579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -3966587.750000 Penalty: 1020.015869
	Iteration 55Q: 3 clusters Score -3966588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 72107 members 
Entering Unmasked Estep 
Score: -3966582.000000 Penalty: 1020.015869
	Iteration 56Q: 3 clusters Score -3966582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -3966578.750000 Penalty: 1020.015869
	Iteration 57Q: 3 clusters Score -3966579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -3966580.750000 Penalty: 1020.015869
	Iteration 58Q: 3 clusters Score -3966581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 72190 members 
Entering Unmasked Estep 
Score: -3966581.500000 Penalty: 1020.015869
	Iteration 59Q: 3 clusters Score -3966582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 72212 members 
Entering Unmasked Estep 
Score: -3966583.000000 Penalty: 1020.015869
	Iteration 60F: 3 clusters Score -3966583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 72233 members 
Entering Unmasked Estep 
Score: -3966585.500000 Penalty: 1020.015869
	Iteration 61Q: 3 clusters Score -3966586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -3966593.500000 Penalty: 1020.015869
	Iteration 62Q: 3 clusters Score -3966594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
Score: -3966591.250000 Penalty: 1020.015869
	Iteration 63Q: 3 clusters Score -3966591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -3966588.500000 Penalty: 1020.015869
	Iteration 64Q: 3 clusters Score -3966588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 72321 members 
Entering Unmasked Estep 
Score: -3966593.750000 Penalty: 1020.015869
	Iteration 65Q: 3 clusters Score -3966594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -3966596.000000 Penalty: 1020.015869
	Iteration 66Q: 3 clusters Score -3966596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -3966610.250000 Penalty: 1020.015869
	Iteration 67Q: 3 clusters Score -3966610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -3966618.500000 Penalty: 1020.015869
	Iteration 68Q: 3 clusters Score -3966618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 72419 members 
Entering Unmasked Estep 
Score: -3966622.000000 Penalty: 1020.015869
	Iteration 69Q: 3 clusters Score -3966622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -3966629.250000 Penalty: 1020.015869
	Iteration 70Q: 3 clusters Score -3966629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -3966634.500000 Penalty: 1020.015869
	Iteration 71Q: 3 clusters Score -3966634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 72477 members 
Entering Unmasked Estep 
Score: -3966636.000000 Penalty: 1020.015869
	Iteration 72Q: 3 clusters Score -3966636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -3966633.000000 Penalty: 1020.015869
	Iteration 73Q: 3 clusters Score -3966633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -3966632.500000 Penalty: 1020.015869
	Iteration 74Q: 3 clusters Score -3966632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 72515 members 
Entering Unmasked Estep 
Score: -3966638.750000 Penalty: 1020.015869
	Iteration 75Q: 3 clusters Score -3966639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -3966637.500000 Penalty: 1020.015869
	Iteration 76Q: 3 clusters Score -3966638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 72526 members 
Entering Unmasked Estep 
Score: -3966637.250000 Penalty: 1020.015869
	Iteration 77Q: 3 clusters Score -3966637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -3966638.500000 Penalty: 1020.015869
	Iteration 78Q: 3 clusters Score -3966638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 72534 members 
Entering Unmasked Estep 
Score: -3966640.500000 Penalty: 1020.015869
	Iteration 79Q: 3 clusters Score -3966640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 72536 members 
Entering Unmasked Estep 
Score: -3966642.000000 Penalty: 1020.015869
	Iteration 80F: 3 clusters Score -3966642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Entering Unmasked Estep 
Score: -288489.843750 Penalty: 392.639954
	Iteration 0F: 2 clusters Score -288489.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -284818.906250 Penalty: 785.279907
	Iteration 0F: 3 clusters Score -284818.9 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -286471.156250 Penalty: 785.279907
	Iteration 1F: 3 clusters Score -286471.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -286828.375000 Penalty: 785.279907
	Iteration 2F: 3 clusters Score -286828.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -287268.250000 Penalty: 785.279907
	Iteration 3F: 3 clusters Score -287268.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -287659.375000 Penalty: 785.279907
	Iteration 4F: 3 clusters Score -287659.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -287912.281250 Penalty: 785.279907
	Iteration 5Q: 3 clusters Score -287912.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -288040.000000 Penalty: 785.279907
	Iteration 6Q: 3 clusters Score -288040 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -288110.875000 Penalty: 785.279907
	Iteration 7Q: 3 clusters Score -288110.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -288166.031250 Penalty: 785.279907
	Iteration 8Q: 3 clusters Score -288166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -288206.093750 Penalty: 785.279907
	Iteration 9Q: 3 clusters Score -288206.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -288238.062500 Penalty: 785.279907
	Iteration 10Q: 3 clusters Score -288238.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -288263.750000 Penalty: 785.279907
	Iteration 11Q: 3 clusters Score -288263.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -288285.250000 Penalty: 785.279907
	Iteration 12Q: 3 clusters Score -288285.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -288298.750000 Penalty: 785.279907
	Iteration 13Q: 3 clusters Score -288298.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -288310.468750 Penalty: 785.279907
	Iteration 14Q: 3 clusters Score -288310.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -288318.531250 Penalty: 785.279907
	Iteration 15Q: 3 clusters Score -288318.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -288323.437500 Penalty: 785.279907
	Iteration 16Q: 3 clusters Score -288323.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -288330.156250 Penalty: 785.279907
	Iteration 17Q: 3 clusters Score -288330.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -288336.750000 Penalty: 785.279907
	Iteration 18Q: 3 clusters Score -288336.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -288344.812500 Penalty: 785.279907
	Iteration 19Q: 3 clusters Score -288344.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -288350.343750 Penalty: 785.279907
	Iteration 20F: 3 clusters Score -288350.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -288351.718750 Penalty: 785.279907
	Iteration 21Q: 3 clusters Score -288351.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -288355.250000 Penalty: 785.279907
	Iteration 22Q: 3 clusters Score -288355.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -288359.937500 Penalty: 785.279907
	Iteration 23Q: 3 clusters Score -288359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -288361.562500 Penalty: 785.279907
	Iteration 24Q: 3 clusters Score -288361.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -288363.812500 Penalty: 785.279907
	Iteration 25Q: 3 clusters Score -288363.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -288369.312500 Penalty: 785.279907
	Iteration 26Q: 3 clusters Score -288369.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -288377.031250 Penalty: 785.279907
	Iteration 27Q: 3 clusters Score -288377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -288384.375000 Penalty: 785.279907
	Iteration 28Q: 3 clusters Score -288384.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -288394.562500 Penalty: 785.279907
	Iteration 29Q: 3 clusters Score -288394.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -288409.281250 Penalty: 785.279907
	Iteration 30Q: 3 clusters Score -288409.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -288417.687500 Penalty: 785.279907
	Iteration 31Q: 3 clusters Score -288417.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -288427.031250 Penalty: 785.279907
	Iteration 32Q: 3 clusters Score -288427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -288442.218750 Penalty: 785.279907
	Iteration 33Q: 3 clusters Score -288442.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -288450.406250 Penalty: 785.279907
	Iteration 34Q: 3 clusters Score -288450.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -288456.281250 Penalty: 785.279907
	Iteration 35Q: 3 clusters Score -288456.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -288463.750000 Penalty: 785.279907
	Iteration 36Q: 3 clusters Score -288463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -288470.406250 Penalty: 785.279907
	Iteration 37Q: 3 clusters Score -288470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -288474.281250 Penalty: 785.279907
	Iteration 38Q: 3 clusters Score -288474.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -288477.312500 Penalty: 785.279907
	Iteration 39Q: 3 clusters Score -288477.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -288483.500000 Penalty: 785.279907
	Iteration 40F: 3 clusters Score -288483.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -288488.000000 Penalty: 785.279907
	Iteration 41Q: 3 clusters Score -288488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -288491.781250 Penalty: 785.279907
	Iteration 42Q: 3 clusters Score -288491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -288492.906250 Penalty: 785.279907
	Iteration 43Q: 3 clusters Score -288492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -288493.906250 Penalty: 785.279907
	Iteration 44Q: 3 clusters Score -288493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -288494.218750 Penalty: 785.279907
	Iteration 45Q: 3 clusters Score -288494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -288494.062500 Penalty: 785.279907
	Iteration 46Q: 3 clusters Score -288494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -288494.062500 Penalty: 785.279907
	Iteration 47F: 3 clusters Score -288494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 57699 members 
Mstep: Class 3 contains 74129 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 47130 members 
Mstep: Class 6 contains 96658 members 
Mstep: Class 7 contains 4764 members 
Mstep: Class 8 contains 155411 members 
Mstep: Class 9 contains 73789 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 14 contains 85687 members 
Mstep: Class 15 contains 14116 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 7379 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 84104 members 
Mstep: Class 20 contains 11330 members 
Mstep: Class 21 contains 151846 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41441 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 2117 members 
Mstep: Class 26 contains 48658 members 
Mstep: Class 27 contains 143682 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 9955 members 
Mstep: Class 31 contains 76882 members 
Mstep: Class 32 contains 1151 members 
Mstep: Class 33 contains 22145 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2587 members 
Mstep: Class 36 contains 87288 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 16398 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 89941 members 
Mstep: Class 42 contains 10573 members 
Mstep: Class 43 contains 17543 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 62764 members 
Mstep: Class 46 contains 78058 members 
Mstep: Class 47 contains 4985 members 
Entering Unmasked Estep 
Score: -87419984.000000 Penalty: 30716.982422
Splitting cluster 10 changes total score from -87421288.000000 to -87419984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (15771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Entering Unmasked Estep 
Score: -822853.875000 Penalty: 439.799713
	Iteration 0F: 2 clusters Score -822853.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -812277.937500 Penalty: 879.599426
	Iteration 0F: 3 clusters Score -812277.9 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -816727.250000 Penalty: 879.599426
	Iteration 1F: 3 clusters Score -816727.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -817226.875000 Penalty: 879.599426
	Iteration 2F: 3 clusters Score -817226.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -817961.250000 Penalty: 879.599426
	Iteration 3F: 3 clusters Score -817961.2 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -818852.437500 Penalty: 879.599426
	Iteration 4F: 3 clusters Score -818852.4 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -819724.812500 Penalty: 879.599426
	Iteration 5F: 3 clusters Score -819724.8 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -820366.687500 Penalty: 879.599426
	Iteration 6F: 3 clusters Score -820366.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -820799.375000 Penalty: 879.599426
	Iteration 7Q: 3 clusters Score -820799.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -821088.812500 Penalty: 879.599426
	Iteration 8Q: 3 clusters Score -821088.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -821291.437500 Penalty: 879.599426
	Iteration 9Q: 3 clusters Score -821291.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -821457.812500 Penalty: 879.599426
	Iteration 10Q: 3 clusters Score -821457.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -821568.875000 Penalty: 879.599426
	Iteration 11Q: 3 clusters Score -821568.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -821641.250000 Penalty: 879.599426
	Iteration 12Q: 3 clusters Score -821641.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -821682.375000 Penalty: 879.599426
	Iteration 13Q: 3 clusters Score -821682.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -821716.875000 Penalty: 879.599426
	Iteration 14Q: 3 clusters Score -821716.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -821742.625000 Penalty: 879.599426
	Iteration 15Q: 3 clusters Score -821742.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -821764.562500 Penalty: 879.599426
	Iteration 16Q: 3 clusters Score -821764.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -821792.500000 Penalty: 879.599426
	Iteration 17Q: 3 clusters Score -821792.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -821814.062500 Penalty: 879.599426
	Iteration 18Q: 3 clusters Score -821814.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -821844.750000 Penalty: 879.599426
	Iteration 19Q: 3 clusters Score -821844.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -821877.375000 Penalty: 879.599426
	Iteration 20F: 3 clusters Score -821877.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -821912.500000 Penalty: 879.599426
	Iteration 21Q: 3 clusters Score -821912.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -821945.812500 Penalty: 879.599426
	Iteration 22Q: 3 clusters Score -821945.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -821976.500000 Penalty: 879.599426
	Iteration 23Q: 3 clusters Score -821976.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -822016.312500 Penalty: 879.599426
	Iteration 24Q: 3 clusters Score -822016.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -822055.625000 Penalty: 879.599426
	Iteration 25Q: 3 clusters Score -822055.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -822097.000000 Penalty: 879.599426
	Iteration 26Q: 3 clusters Score -822097 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -822130.750000 Penalty: 879.599426
	Iteration 27Q: 3 clusters Score -822130.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -822171.250000 Penalty: 879.599426
	Iteration 28Q: 3 clusters Score -822171.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -822198.812500 Penalty: 879.599426
	Iteration 29Q: 3 clusters Score -822198.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -822222.937500 Penalty: 879.599426
	Iteration 30Q: 3 clusters Score -822222.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -822250.562500 Penalty: 879.599426
	Iteration 31Q: 3 clusters Score -822250.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -822278.750000 Penalty: 879.599426
	Iteration 32Q: 3 clusters Score -822278.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -822312.687500 Penalty: 879.599426
	Iteration 33Q: 3 clusters Score -822312.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -822338.437500 Penalty: 879.599426
	Iteration 34Q: 3 clusters Score -822338.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -822361.562500 Penalty: 879.599426
	Iteration 35Q: 3 clusters Score -822361.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -822382.312500 Penalty: 879.599426
	Iteration 36Q: 3 clusters Score -822382.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -822405.312500 Penalty: 879.599426
	Iteration 37Q: 3 clusters Score -822405.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -822429.250000 Penalty: 879.599426
	Iteration 38Q: 3 clusters Score -822429.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -822441.062500 Penalty: 879.599426
	Iteration 39Q: 3 clusters Score -822441.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -822460.500000 Penalty: 879.599426
	Iteration 40F: 3 clusters Score -822460.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -822473.062500 Penalty: 879.599426
	Iteration 41Q: 3 clusters Score -822473.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -822480.625000 Penalty: 879.599426
	Iteration 42Q: 3 clusters Score -822480.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -822485.312500 Penalty: 879.599426
	Iteration 43Q: 3 clusters Score -822485.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -822489.562500 Penalty: 879.599426
	Iteration 44Q: 3 clusters Score -822489.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -822494.562500 Penalty: 879.599426
	Iteration 45Q: 3 clusters Score -822494.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -822505.187500 Penalty: 879.599426
	Iteration 46Q: 3 clusters Score -822505.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -822511.875000 Penalty: 879.599426
	Iteration 47Q: 3 clusters Score -822511.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -822516.750000 Penalty: 879.599426
	Iteration 48Q: 3 clusters Score -822516.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -822520.062500 Penalty: 879.599426
	Iteration 49Q: 3 clusters Score -822520.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -822526.500000 Penalty: 879.599426
	Iteration 50Q: 3 clusters Score -822526.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -822532.937500 Penalty: 879.599426
	Iteration 51Q: 3 clusters Score -822532.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -822542.375000 Penalty: 879.599426
	Iteration 52Q: 3 clusters Score -822542.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -822545.937500 Penalty: 879.599426
	Iteration 53Q: 3 clusters Score -822545.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -822550.750000 Penalty: 879.599426
	Iteration 54Q: 3 clusters Score -822550.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -822556.000000 Penalty: 879.599426
	Iteration 55Q: 3 clusters Score -822556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -822559.000000 Penalty: 879.599426
	Iteration 56Q: 3 clusters Score -822559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -822561.562500 Penalty: 879.599426
	Iteration 57Q: 3 clusters Score -822561.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -822565.750000 Penalty: 879.599426
	Iteration 58Q: 3 clusters Score -822565.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -822574.937500 Penalty: 879.599426
	Iteration 59Q: 3 clusters Score -822574.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -822581.437500 Penalty: 879.599426
	Iteration 60F: 3 clusters Score -822581.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -822583.437500 Penalty: 879.599426
	Iteration 61Q: 3 clusters Score -822583.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -822587.437500 Penalty: 879.599426
	Iteration 62Q: 3 clusters Score -822587.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -822591.625000 Penalty: 879.599426
	Iteration 63Q: 3 clusters Score -822591.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -822594.250000 Penalty: 879.599426
	Iteration 64Q: 3 clusters Score -822594.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -822595.562500 Penalty: 879.599426
	Iteration 65Q: 3 clusters Score -822595.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -822599.687500 Penalty: 879.599426
	Iteration 66Q: 3 clusters Score -822599.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -822605.437500 Penalty: 879.599426
	Iteration 67Q: 3 clusters Score -822605.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -822607.750000 Penalty: 879.599426
	Iteration 68Q: 3 clusters Score -822607.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -822610.000000 Penalty: 879.599426
	Iteration 69Q: 3 clusters Score -822610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -822614.812500 Penalty: 879.599426
	Iteration 70Q: 3 clusters Score -822614.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -822617.187500 Penalty: 879.599426
	Iteration 71Q: 3 clusters Score -822617.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -822620.625000 Penalty: 879.599426
	Iteration 72Q: 3 clusters Score -822620.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -822624.500000 Penalty: 879.599426
	Iteration 73Q: 3 clusters Score -822624.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -822628.312500 Penalty: 879.599426
	Iteration 74Q: 3 clusters Score -822628.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -822629.125000 Penalty: 879.599426
	Iteration 75Q: 3 clusters Score -822629.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -822628.687500 Penalty: 879.599426
	Iteration 76Q: 3 clusters Score -822628.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -822632.062500 Penalty: 879.599426
	Iteration 77Q: 3 clusters Score -822632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -822633.437500 Penalty: 879.599426
	Iteration 78Q: 3 clusters Score -822633.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -822633.625000 Penalty: 879.599426
	Iteration 79Q: 3 clusters Score -822633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -822633.250000 Penalty: 879.599426
	Iteration 80F: 3 clusters Score -822633.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -822633.437500 Penalty: 879.599426
	Iteration 81Q: 3 clusters Score -822633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -822633.437500 Penalty: 879.599426
	Iteration 82F: 3 clusters Score -822633.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -60769.367188 Penalty: 324.637543
	Iteration 0F: 2 clusters Score -60769.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -59795.300781 Penalty: 649.275085
	Iteration 0F: 3 clusters Score -59795.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -60031.738281 Penalty: 649.275085
	Iteration 1F: 3 clusters Score -60031.74 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60103.460938 Penalty: 649.275085
	Iteration 2F: 3 clusters Score -60103.46 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -60151.394531 Penalty: 649.275085
	Iteration 3F: 3 clusters Score -60151.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -60184.468750 Penalty: 649.275085
	Iteration 4Q: 3 clusters Score -60184.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -60206.632812 Penalty: 649.275085
	Iteration 5Q: 3 clusters Score -60206.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -60230.539062 Penalty: 649.275085
	Iteration 6Q: 3 clusters Score -60230.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60254.765625 Penalty: 649.275085
	Iteration 7Q: 3 clusters Score -60254.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -60290.816406 Penalty: 649.275085
	Iteration 8Q: 3 clusters Score -60290.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60328.144531 Penalty: 649.275085
	Iteration 9Q: 3 clusters Score -60328.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60354.320312 Penalty: 649.275085
	Iteration 10Q: 3 clusters Score -60354.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60374.351562 Penalty: 649.275085
	Iteration 11Q: 3 clusters Score -60374.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60397.277344 Penalty: 649.275085
	Iteration 12Q: 3 clusters Score -60397.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60412.425781 Penalty: 649.275085
	Iteration 13Q: 3 clusters Score -60412.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60423.585938 Penalty: 649.275085
	Iteration 14Q: 3 clusters Score -60423.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60428.457031 Penalty: 649.275085
	Iteration 15Q: 3 clusters Score -60428.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60433.863281 Penalty: 649.275085
	Iteration 16Q: 3 clusters Score -60433.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60442.687500 Penalty: 649.275085
	Iteration 17Q: 3 clusters Score -60442.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60449.824219 Penalty: 649.275085
	Iteration 18Q: 3 clusters Score -60449.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60461.117188 Penalty: 649.275085
	Iteration 19Q: 3 clusters Score -60461.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60465.929688 Penalty: 649.275085
	Iteration 20F: 3 clusters Score -60465.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -60469.628906 Penalty: 649.275085
	Iteration 21Q: 3 clusters Score -60469.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60476.984375 Penalty: 649.275085
	Iteration 22Q: 3 clusters Score -60476.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60486.625000 Penalty: 649.275085
	Iteration 23Q: 3 clusters Score -60486.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60492.812500 Penalty: 649.275085
	Iteration 24Q: 3 clusters Score -60492.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60497.000000 Penalty: 649.275085
	Iteration 25Q: 3 clusters Score -60497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60500.312500 Penalty: 649.275085
	Iteration 26Q: 3 clusters Score -60500.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -60501.886719 Penalty: 649.275085
	Iteration 27Q: 3 clusters Score -60501.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60502.937500 Penalty: 649.275085
	Iteration 28Q: 3 clusters Score -60502.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60503.289062 Penalty: 649.275085
	Iteration 29Q: 3 clusters Score -60503.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -60503.925781 Penalty: 649.275085
	Iteration 30Q: 3 clusters Score -60503.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60504.628906 Penalty: 649.275085
	Iteration 31Q: 3 clusters Score -60504.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60506.066406 Penalty: 649.275085
	Iteration 32Q: 3 clusters Score -60506.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -60506.066406 Penalty: 649.275085
	Iteration 33F: 3 clusters Score -60506.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Entering Unmasked Estep 
Score: -502331.875000 Penalty: 414.453186
	Iteration 0F: 2 clusters Score -502331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -496274.468750 Penalty: 828.906372
	Iteration 0F: 3 clusters Score -496274.5 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -498765.156250 Penalty: 828.906372
	Iteration 1F: 3 clusters Score -498765.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -498988.843750 Penalty: 828.906372
	Iteration 2F: 3 clusters Score -498988.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -499266.406250 Penalty: 828.906372
	Iteration 3F: 3 clusters Score -499266.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -499620.531250 Penalty: 828.906372
	Iteration 4F: 3 clusters Score -499620.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -500051.281250 Penalty: 828.906372
	Iteration 5F: 3 clusters Score -500051.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -500514.375000 Penalty: 828.906372
	Iteration 6F: 3 clusters Score -500514.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -500871.281250 Penalty: 828.906372
	Iteration 7Q: 3 clusters Score -500871.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -501131.468750 Penalty: 828.906372
	Iteration 8Q: 3 clusters Score -501131.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -501302.187500 Penalty: 828.906372
	Iteration 9Q: 3 clusters Score -501302.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -501417.281250 Penalty: 828.906372
	Iteration 10Q: 3 clusters Score -501417.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -501492.968750 Penalty: 828.906372
	Iteration 11Q: 3 clusters Score -501493 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -501555.281250 Penalty: 828.906372
	Iteration 12Q: 3 clusters Score -501555.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -501629.937500 Penalty: 828.906372
	Iteration 13Q: 3 clusters Score -501629.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -501714.687500 Penalty: 828.906372
	Iteration 14Q: 3 clusters Score -501714.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -501761.250000 Penalty: 828.906372
	Iteration 15Q: 3 clusters Score -501761.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -501797.031250 Penalty: 828.906372
	Iteration 16Q: 3 clusters Score -501797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -501820.812500 Penalty: 828.906372
	Iteration 17Q: 3 clusters Score -501820.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -501838.750000 Penalty: 828.906372
	Iteration 18Q: 3 clusters Score -501838.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -501856.000000 Penalty: 828.906372
	Iteration 19Q: 3 clusters Score -501856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -501870.281250 Penalty: 828.906372
	Iteration 20F: 3 clusters Score -501870.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -501882.187500 Penalty: 828.906372
	Iteration 21Q: 3 clusters Score -501882.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -501900.093750 Penalty: 828.906372
	Iteration 22Q: 3 clusters Score -501900.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -501918.812500 Penalty: 828.906372
	Iteration 23Q: 3 clusters Score -501918.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -501927.375000 Penalty: 828.906372
	Iteration 24Q: 3 clusters Score -501927.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -501932.750000 Penalty: 828.906372
	Iteration 25Q: 3 clusters Score -501932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -501936.437500 Penalty: 828.906372
	Iteration 26Q: 3 clusters Score -501936.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -501943.500000 Penalty: 828.906372
	Iteration 27Q: 3 clusters Score -501943.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -501952.843750 Penalty: 828.906372
	Iteration 28Q: 3 clusters Score -501952.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -501961.687500 Penalty: 828.906372
	Iteration 29Q: 3 clusters Score -501961.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -501969.718750 Penalty: 828.906372
	Iteration 30Q: 3 clusters Score -501969.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -501977.250000 Penalty: 828.906372
	Iteration 31Q: 3 clusters Score -501977.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -501984.625000 Penalty: 828.906372
	Iteration 32Q: 3 clusters Score -501984.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -501994.093750 Penalty: 828.906372
	Iteration 33Q: 3 clusters Score -501994.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -501997.437500 Penalty: 828.906372
	Iteration 34Q: 3 clusters Score -501997.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -502004.687500 Penalty: 828.906372
	Iteration 35Q: 3 clusters Score -502004.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -502010.125000 Penalty: 828.906372
	Iteration 36Q: 3 clusters Score -502010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -502012.375000 Penalty: 828.906372
	Iteration 37Q: 3 clusters Score -502012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -502013.031250 Penalty: 828.906372
	Iteration 38Q: 3 clusters Score -502013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -502014.093750 Penalty: 828.906372
	Iteration 39Q: 3 clusters Score -502014.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -502016.531250 Penalty: 828.906372
	Iteration 40F: 3 clusters Score -502016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -502017.187500 Penalty: 828.906372
	Iteration 41Q: 3 clusters Score -502017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -502018.718750 Penalty: 828.906372
	Iteration 42Q: 3 clusters Score -502018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -502018.718750 Penalty: 828.906372
	Iteration 43F: 3 clusters Score -502018.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (85687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Entering Unmasked Estep 
Score: -4520363.000000 Penalty: 516.809753
	Iteration 0F: 2 clusters Score -4520363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -4463007.000000 Penalty: 1033.619507
	Iteration 0F: 3 clusters Score -4463007 nChanged 41942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -4488556.500000 Penalty: 1033.619507
	Iteration 1F: 3 clusters Score -4488556 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -4490119.000000 Penalty: 1033.619507
	Iteration 2Q: 3 clusters Score -4490119 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -4492454.500000 Penalty: 1033.619507
	Iteration 3F: 3 clusters Score -4492454 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -4495998.000000 Penalty: 1033.619507
	Iteration 4F: 3 clusters Score -4495998 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -4500488.500000 Penalty: 1033.619507
	Iteration 5F: 3 clusters Score -4500488 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -4504472.500000 Penalty: 1033.619507
	Iteration 6F: 3 clusters Score -4504472 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -4506516.000000 Penalty: 1033.619507
	Iteration 7F: 3 clusters Score -4506516 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -4507240.500000 Penalty: 1033.619507
	Iteration 8Q: 3 clusters Score -4507240 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -4507615.000000 Penalty: 1033.619507
	Iteration 9Q: 3 clusters Score -4507615 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -4507894.500000 Penalty: 1033.619507
	Iteration 10Q: 3 clusters Score -4507894 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -4508141.500000 Penalty: 1033.619507
	Iteration 11Q: 3 clusters Score -4508142 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -4508358.500000 Penalty: 1033.619507
	Iteration 12Q: 3 clusters Score -4508358 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -4508543.500000 Penalty: 1033.619507
	Iteration 13Q: 3 clusters Score -4508544 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -4508756.500000 Penalty: 1033.619507
	Iteration 14Q: 3 clusters Score -4508756 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -4508965.000000 Penalty: 1033.619507
	Iteration 15Q: 3 clusters Score -4508965 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -4509157.500000 Penalty: 1033.619507
	Iteration 16Q: 3 clusters Score -4509158 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -4509354.500000 Penalty: 1033.619507
	Iteration 17Q: 3 clusters Score -4509354 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -4509528.500000 Penalty: 1033.619507
	Iteration 18Q: 3 clusters Score -4509528 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -4509741.500000 Penalty: 1033.619507
	Iteration 19Q: 3 clusters Score -4509742 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -4509880.000000 Penalty: 1033.619507
	Iteration 20F: 3 clusters Score -4509880 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -4510055.500000 Penalty: 1033.619507
	Iteration 21Q: 3 clusters Score -4510056 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -4510182.500000 Penalty: 1033.619507
	Iteration 22Q: 3 clusters Score -4510182 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -4510350.000000 Penalty: 1033.619507
	Iteration 23Q: 3 clusters Score -4510350 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -4510501.000000 Penalty: 1033.619507
	Iteration 24Q: 3 clusters Score -4510501 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -4510669.000000 Penalty: 1033.619507
	Iteration 25Q: 3 clusters Score -4510669 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 54372 members 
Entering Unmasked Estep 
Score: -4510842.000000 Penalty: 1033.619507
	Iteration 26Q: 3 clusters Score -4510842 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -4511022.500000 Penalty: 1033.619507
	Iteration 27Q: 3 clusters Score -4511022 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -4511203.000000 Penalty: 1033.619507
	Iteration 28Q: 3 clusters Score -4511203 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -4511398.000000 Penalty: 1033.619507
	Iteration 29Q: 3 clusters Score -4511398 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -4511655.000000 Penalty: 1033.619507
	Iteration 30Q: 3 clusters Score -4511655 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -4511880.000000 Penalty: 1033.619507
	Iteration 31Q: 3 clusters Score -4511880 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -4512182.000000 Penalty: 1033.619507
	Iteration 32Q: 3 clusters Score -4512182 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -4512526.500000 Penalty: 1033.619507
	Iteration 33Q: 3 clusters Score -4512526 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -4512903.000000 Penalty: 1033.619507
	Iteration 34Q: 3 clusters Score -4512903 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 63754 members 
Entering Unmasked Estep 
Score: -4513349.500000 Penalty: 1033.619507
	Iteration 35Q: 3 clusters Score -4513350 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 65070 members 
Entering Unmasked Estep 
Score: -4513804.500000 Penalty: 1033.619507
	Iteration 36Q: 3 clusters Score -4513804 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -4514290.000000 Penalty: 1033.619507
	Iteration 37Q: 3 clusters Score -4514290 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -4514777.500000 Penalty: 1033.619507
	Iteration 38Q: 3 clusters Score -4514778 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -4515198.500000 Penalty: 1033.619507
	Iteration 39Q: 3 clusters Score -4515198 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 70050 members 
Entering Unmasked Estep 
Score: -4515634.500000 Penalty: 1033.619507
	Iteration 40F: 3 clusters Score -4515634 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -4516083.500000 Penalty: 1033.619507
	Iteration 41Q: 3 clusters Score -4516084 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -4516462.500000 Penalty: 1033.619507
	Iteration 42Q: 3 clusters Score -4516462 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 73243 members 
Entering Unmasked Estep 
Score: -4516817.000000 Penalty: 1033.619507
	Iteration 43Q: 3 clusters Score -4516817 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -4517116.000000 Penalty: 1033.619507
	Iteration 44Q: 3 clusters Score -4517116 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -4517377.500000 Penalty: 1033.619507
	Iteration 45Q: 3 clusters Score -4517378 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -4517617.000000 Penalty: 1033.619507
	Iteration 46Q: 3 clusters Score -4517617 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -4517855.000000 Penalty: 1033.619507
	Iteration 47Q: 3 clusters Score -4517855 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -4518072.500000 Penalty: 1033.619507
	Iteration 48Q: 3 clusters Score -4518072 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -4518284.500000 Penalty: 1033.619507
	Iteration 49Q: 3 clusters Score -4518284 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -4518452.000000 Penalty: 1033.619507
	Iteration 50Q: 3 clusters Score -4518452 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -4518606.000000 Penalty: 1033.619507
	Iteration 51Q: 3 clusters Score -4518606 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -4518835.000000 Penalty: 1033.619507
	Iteration 52Q: 3 clusters Score -4518835 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -4519013.000000 Penalty: 1033.619507
	Iteration 53Q: 3 clusters Score -4519013 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -4519184.000000 Penalty: 1033.619507
	Iteration 54Q: 3 clusters Score -4519184 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -4519351.000000 Penalty: 1033.619507
	Iteration 55Q: 3 clusters Score -4519351 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -4519504.500000 Penalty: 1033.619507
	Iteration 56Q: 3 clusters Score -4519504 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -4519652.000000 Penalty: 1033.619507
	Iteration 57Q: 3 clusters Score -4519652 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -4519737.500000 Penalty: 1033.619507
	Iteration 58Q: 3 clusters Score -4519738 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -4519819.500000 Penalty: 1033.619507
	Iteration 59Q: 3 clusters Score -4519820 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 83548 members 
Entering Unmasked Estep 
Score: -4519916.500000 Penalty: 1033.619507
	Iteration 60F: 3 clusters Score -4519916 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 83794 members 
Entering Unmasked Estep 
Score: -4519983.500000 Penalty: 1033.619507
	Iteration 61Q: 3 clusters Score -4519984 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 84008 members 
Entering Unmasked Estep 
Score: -4520048.500000 Penalty: 1033.619507
	Iteration 62Q: 3 clusters Score -4520048 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 84170 members 
Entering Unmasked Estep 
Score: -4520097.500000 Penalty: 1033.619507
	Iteration 63Q: 3 clusters Score -4520098 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -4520121.000000 Penalty: 1033.619507
	Iteration 64Q: 3 clusters Score -4520121 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -4520137.500000 Penalty: 1033.619507
	Iteration 65Q: 3 clusters Score -4520138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 84519 members 
Entering Unmasked Estep 
Score: -4520150.500000 Penalty: 1033.619507
	Iteration 66Q: 3 clusters Score -4520150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -4520155.500000 Penalty: 1033.619507
	Iteration 67Q: 3 clusters Score -4520156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 84650 members 
Entering Unmasked Estep 
Score: -4520169.000000 Penalty: 1033.619507
	Iteration 68Q: 3 clusters Score -4520169 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -4520193.500000 Penalty: 1033.619507
	Iteration 69Q: 3 clusters Score -4520194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -4520195.000000 Penalty: 1033.619507
	Iteration 70Q: 3 clusters Score -4520195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -4520199.000000 Penalty: 1033.619507
	Iteration 71Q: 3 clusters Score -4520199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -4520203.500000 Penalty: 1033.619507
	Iteration 72Q: 3 clusters Score -4520204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 84861 members 
Entering Unmasked Estep 
Score: -4520222.000000 Penalty: 1033.619507
	Iteration 73Q: 3 clusters Score -4520222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 84887 members 
Entering Unmasked Estep 
Score: -4520228.500000 Penalty: 1033.619507
	Iteration 74Q: 3 clusters Score -4520228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -4520240.500000 Penalty: 1033.619507
	Iteration 75Q: 3 clusters Score -4520240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -4520249.000000 Penalty: 1033.619507
	Iteration 76Q: 3 clusters Score -4520249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 84956 members 
Entering Unmasked Estep 
Score: -4520261.000000 Penalty: 1033.619507
	Iteration 77Q: 3 clusters Score -4520261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -4520268.500000 Penalty: 1033.619507
	Iteration 78Q: 3 clusters Score -4520268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -4520289.500000 Penalty: 1033.619507
	Iteration 79Q: 3 clusters Score -4520290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -4520304.000000 Penalty: 1033.619507
	Iteration 80F: 3 clusters Score -4520304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 85040 members 
Entering Unmasked Estep 
Score: -4520311.000000 Penalty: 1033.619507
	Iteration 81Q: 3 clusters Score -4520311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
Score: -4520319.500000 Penalty: 1033.619507
	Iteration 82Q: 3 clusters Score -4520320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -4520325.000000 Penalty: 1033.619507
	Iteration 83Q: 3 clusters Score -4520325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -4520325.500000 Penalty: 1033.619507
	Iteration 84Q: 3 clusters Score -4520326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 85102 members 
Entering Unmasked Estep 
Score: -4520340.000000 Penalty: 1033.619507
	Iteration 85Q: 3 clusters Score -4520340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 85110 members 
Entering Unmasked Estep 
Score: -4520353.000000 Penalty: 1033.619507
	Iteration 86Q: 3 clusters Score -4520353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -4520367.500000 Penalty: 1033.619507
	Iteration 87Q: 3 clusters Score -4520368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -4520375.000000 Penalty: 1033.619507
	Iteration 88Q: 3 clusters Score -4520375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -4520390.500000 Penalty: 1033.619507
	Iteration 89Q: 3 clusters Score -4520390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -4520391.000000 Penalty: 1033.619507
	Iteration 90Q: 3 clusters Score -4520391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -4520394.500000 Penalty: 1033.619507
	Iteration 91Q: 3 clusters Score -4520394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -4520403.000000 Penalty: 1033.619507
	Iteration 92Q: 3 clusters Score -4520403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -4520400.500000 Penalty: 1033.619507
	Iteration 93Q: 3 clusters Score -4520400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -4520399.500000 Penalty: 1033.619507
	Iteration 94Q: 3 clusters Score -4520400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -4520401.000000 Penalty: 1033.619507
	Iteration 95Q: 3 clusters Score -4520401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -4520406.000000 Penalty: 1033.619507
	Iteration 96Q: 3 clusters Score -4520406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -4520404.500000 Penalty: 1033.619507
	Iteration 97Q: 3 clusters Score -4520404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -4520403.000000 Penalty: 1033.619507
	Iteration 98Q: 3 clusters Score -4520403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -4520403.500000 Penalty: 1033.619507
	Iteration 99Q: 3 clusters Score -4520404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -4520408.000000 Penalty: 1033.619507
	Iteration 100F: 3 clusters Score -4520408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -4520416.500000 Penalty: 1033.619507
	Iteration 101Q: 3 clusters Score -4520416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 85142 members 
Entering Unmasked Estep 
Score: -4520417.500000 Penalty: 1033.619507
	Iteration 102Q: 3 clusters Score -4520418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -4520421.500000 Penalty: 1033.619507
	Iteration 103Q: 3 clusters Score -4520422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -4520422.500000 Penalty: 1033.619507
	Iteration 104Q: 3 clusters Score -4520422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -4520423.000000 Penalty: 1033.619507
	Iteration 105Q: 3 clusters Score -4520423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -4520422.500000 Penalty: 1033.619507
	Iteration 106Q: 3 clusters Score -4520422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 85138 members 
Entering Unmasked Estep 
Score: -4520421.500000 Penalty: 1033.619507
	Iteration 107Q: 3 clusters Score -4520422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 85136 members 
Entering Unmasked Estep 
Score: -4520420.000000 Penalty: 1033.619507
	Iteration 108Q: 3 clusters Score -4520420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -4520419.500000 Penalty: 1033.619507
	Iteration 109Q: 3 clusters Score -4520420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -4520425.000000 Penalty: 1033.619507
	Iteration 110Q: 3 clusters Score -4520425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 85126 members 
Entering Unmasked Estep 
Score: -4520427.000000 Penalty: 1033.619507
	Iteration 111Q: 3 clusters Score -4520427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 85121 members 
Entering Unmasked Estep 
Score: -4520427.000000 Penalty: 1033.619507
	Iteration 112Q: 3 clusters Score -4520427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -4520424.500000 Penalty: 1033.619507
	Iteration 113Q: 3 clusters Score -4520424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -4520430.000000 Penalty: 1033.619507
	Iteration 114Q: 3 clusters Score -4520430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -4520431.500000 Penalty: 1033.619507
	Iteration 115Q: 3 clusters Score -4520432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 85101 members 
Entering Unmasked Estep 
Score: -4520430.500000 Penalty: 1033.619507
	Iteration 116Q: 3 clusters Score -4520430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -4520431.500000 Penalty: 1033.619507
	Iteration 117Q: 3 clusters Score -4520432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -4520439.500000 Penalty: 1033.619507
	Iteration 118Q: 3 clusters Score -4520440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -4520439.000000 Penalty: 1033.619507
	Iteration 119Q: 3 clusters Score -4520439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -4520440.500000 Penalty: 1033.619507
	Iteration 120F: 3 clusters Score -4520440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 57699 members 
Mstep: Class 3 contains 74129 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 47130 members 
Mstep: Class 6 contains 96658 members 
Mstep: Class 7 contains 4764 members 
Mstep: Class 8 contains 155411 members 
Mstep: Class 9 contains 73789 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 14 contains 607 members 
Mstep: Class 15 contains 14116 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 7379 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 84104 members 
Mstep: Class 20 contains 11330 members 
Mstep: Class 21 contains 151846 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41441 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 2117 members 
Mstep: Class 26 contains 48658 members 
Mstep: Class 27 contains 143682 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 9955 members 
Mstep: Class 31 contains 76882 members 
Mstep: Class 32 contains 1151 members 
Mstep: Class 33 contains 22145 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2587 members 
Mstep: Class 36 contains 87288 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 16398 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 89941 members 
Mstep: Class 42 contains 10573 members 
Mstep: Class 43 contains 17543 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 62764 members 
Mstep: Class 46 contains 78058 members 
Mstep: Class 47 contains 85080 members 
Entering Unmasked Estep 
Score: -87420336.000000 Penalty: 30716.982422
Splitting cluster 14 changes total score from -87421288.000000 to -87420336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (14116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Entering Unmasked Estep 
Score: -765629.312500 Penalty: 434.755432
	Iteration 0F: 2 clusters Score -765629.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -756217.000000 Penalty: 869.510864
	Iteration 0F: 3 clusters Score -756217 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -760186.437500 Penalty: 869.510864
	Iteration 1F: 3 clusters Score -760186.4 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -760847.000000 Penalty: 869.510864
	Iteration 2F: 3 clusters Score -760847 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -761843.625000 Penalty: 869.510864
	Iteration 3F: 3 clusters Score -761843.6 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -763056.937500 Penalty: 869.510864
	Iteration 4F: 3 clusters Score -763056.9 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -763974.875000 Penalty: 869.510864
	Iteration 5F: 3 clusters Score -763974.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -764541.687500 Penalty: 869.510864
	Iteration 6Q: 3 clusters Score -764541.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -764817.375000 Penalty: 869.510864
	Iteration 7Q: 3 clusters Score -764817.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -764971.187500 Penalty: 869.510864
	Iteration 8Q: 3 clusters Score -764971.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -765069.562500 Penalty: 869.510864
	Iteration 9Q: 3 clusters Score -765069.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -765134.062500 Penalty: 869.510864
	Iteration 10Q: 3 clusters Score -765134.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -765160.500000 Penalty: 869.510864
	Iteration 11Q: 3 clusters Score -765160.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -765178.000000 Penalty: 869.510864
	Iteration 12Q: 3 clusters Score -765178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -765190.812500 Penalty: 869.510864
	Iteration 13Q: 3 clusters Score -765190.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -765208.250000 Penalty: 869.510864
	Iteration 14Q: 3 clusters Score -765208.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -765224.250000 Penalty: 869.510864
	Iteration 15Q: 3 clusters Score -765224.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -765229.437500 Penalty: 869.510864
	Iteration 16Q: 3 clusters Score -765229.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -765233.875000 Penalty: 869.510864
	Iteration 17Q: 3 clusters Score -765233.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -765239.562500 Penalty: 869.510864
	Iteration 18Q: 3 clusters Score -765239.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -765242.750000 Penalty: 869.510864
	Iteration 19Q: 3 clusters Score -765242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -765244.687500 Penalty: 869.510864
	Iteration 20F: 3 clusters Score -765244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -765246.500000 Penalty: 869.510864
	Iteration 21Q: 3 clusters Score -765246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -765246.187500 Penalty: 869.510864
	Iteration 22Q: 3 clusters Score -765246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -765246.937500 Penalty: 869.510864
	Iteration 23Q: 3 clusters Score -765246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -765246.812500 Penalty: 869.510864
	Iteration 24Q: 3 clusters Score -765246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -765246.812500 Penalty: 869.510864
	Iteration 25F: 3 clusters Score -765246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Entering Unmasked Estep 
Score: -2387969.000000 Penalty: 484.896729
	Iteration 0F: 2 clusters Score -2387969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2359295.750000 Penalty: 969.793457
	Iteration 0F: 3 clusters Score -2359296 nChanged 20722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -2371905.500000 Penalty: 969.793457
	Iteration 1F: 3 clusters Score -2371906 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -2372664.000000 Penalty: 969.793457
	Iteration 2Q: 3 clusters Score -2372664 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -2373768.750000 Penalty: 969.793457
	Iteration 3F: 3 clusters Score -2373769 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -2375424.000000 Penalty: 969.793457
	Iteration 4F: 3 clusters Score -2375424 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -2378110.000000 Penalty: 969.793457
	Iteration 5F: 3 clusters Score -2378110 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -2381692.500000 Penalty: 969.793457
	Iteration 6F: 3 clusters Score -2381692 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -2384957.250000 Penalty: 969.793457
	Iteration 7F: 3 clusters Score -2384957 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -2386650.750000 Penalty: 969.793457
	Iteration 8Q: 3 clusters Score -2386651 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -2387259.250000 Penalty: 969.793457
	Iteration 9Q: 3 clusters Score -2387259 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -2387455.000000 Penalty: 969.793457
	Iteration 10Q: 3 clusters Score -2387455 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -2387506.500000 Penalty: 969.793457
	Iteration 11Q: 3 clusters Score -2387506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -2387534.000000 Penalty: 969.793457
	Iteration 12Q: 3 clusters Score -2387534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -2387536.500000 Penalty: 969.793457
	Iteration 13Q: 3 clusters Score -2387536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -2387536.500000 Penalty: 969.793457
	Iteration 14F: 3 clusters Score -2387536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Entering Unmasked Estep 
Score: -410709.406250 Penalty: 405.240875
	Iteration 0F: 2 clusters Score -410709.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -405731.687500 Penalty: 810.481750
	Iteration 0F: 3 clusters Score -405731.7 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -407674.593750 Penalty: 810.481750
	Iteration 1F: 3 clusters Score -407674.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -407843.593750 Penalty: 810.481750
	Iteration 2F: 3 clusters Score -407843.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -407983.750000 Penalty: 810.481750
	Iteration 3Q: 3 clusters Score -407983.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -408105.937500 Penalty: 810.481750
	Iteration 4Q: 3 clusters Score -408105.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -408225.437500 Penalty: 810.481750
	Iteration 5Q: 3 clusters Score -408225.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -408349.843750 Penalty: 810.481750
	Iteration 6Q: 3 clusters Score -408349.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -408490.875000 Penalty: 810.481750
	Iteration 7Q: 3 clusters Score -408490.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -408627.750000 Penalty: 810.481750
	Iteration 8Q: 3 clusters Score -408627.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -408783.593750 Penalty: 810.481750
	Iteration 9Q: 3 clusters Score -408783.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -408972.031250 Penalty: 810.481750
	Iteration 10Q: 3 clusters Score -408972 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -409137.281250 Penalty: 810.481750
	Iteration 11Q: 3 clusters Score -409137.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -409241.156250 Penalty: 810.481750
	Iteration 12Q: 3 clusters Score -409241.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -409298.468750 Penalty: 810.481750
	Iteration 13Q: 3 clusters Score -409298.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -409346.281250 Penalty: 810.481750
	Iteration 14Q: 3 clusters Score -409346.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -409390.906250 Penalty: 810.481750
	Iteration 15Q: 3 clusters Score -409390.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -409435.281250 Penalty: 810.481750
	Iteration 16Q: 3 clusters Score -409435.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -409480.718750 Penalty: 810.481750
	Iteration 17Q: 3 clusters Score -409480.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -409525.218750 Penalty: 810.481750
	Iteration 18Q: 3 clusters Score -409525.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -409562.062500 Penalty: 810.481750
	Iteration 19Q: 3 clusters Score -409562.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -409610.718750 Penalty: 810.481750
	Iteration 20F: 3 clusters Score -409610.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -409669.343750 Penalty: 810.481750
	Iteration 21Q: 3 clusters Score -409669.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -409723.968750 Penalty: 810.481750
	Iteration 22Q: 3 clusters Score -409724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -409775.875000 Penalty: 810.481750
	Iteration 23Q: 3 clusters Score -409775.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -409832.375000 Penalty: 810.481750
	Iteration 24Q: 3 clusters Score -409832.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -409886.875000 Penalty: 810.481750
	Iteration 25Q: 3 clusters Score -409886.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -409936.593750 Penalty: 810.481750
	Iteration 26Q: 3 clusters Score -409936.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -409989.937500 Penalty: 810.481750
	Iteration 27Q: 3 clusters Score -409989.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -410043.718750 Penalty: 810.481750
	Iteration 28Q: 3 clusters Score -410043.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -410106.562500 Penalty: 810.481750
	Iteration 29Q: 3 clusters Score -410106.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -410152.531250 Penalty: 810.481750
	Iteration 30Q: 3 clusters Score -410152.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -410186.000000 Penalty: 810.481750
	Iteration 31Q: 3 clusters Score -410186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -410210.937500 Penalty: 810.481750
	Iteration 32Q: 3 clusters Score -410210.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -410231.062500 Penalty: 810.481750
	Iteration 33Q: 3 clusters Score -410231.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -410249.343750 Penalty: 810.481750
	Iteration 34Q: 3 clusters Score -410249.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -410265.093750 Penalty: 810.481750
	Iteration 35Q: 3 clusters Score -410265.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -410278.593750 Penalty: 810.481750
	Iteration 36Q: 3 clusters Score -410278.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -410289.062500 Penalty: 810.481750
	Iteration 37Q: 3 clusters Score -410289.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -410300.593750 Penalty: 810.481750
	Iteration 38Q: 3 clusters Score -410300.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -410310.718750 Penalty: 810.481750
	Iteration 39Q: 3 clusters Score -410310.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -410319.937500 Penalty: 810.481750
	Iteration 40F: 3 clusters Score -410319.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -410326.125000 Penalty: 810.481750
	Iteration 41Q: 3 clusters Score -410326.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -410330.687500 Penalty: 810.481750
	Iteration 42Q: 3 clusters Score -410330.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -410334.187500 Penalty: 810.481750
	Iteration 43Q: 3 clusters Score -410334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -410336.500000 Penalty: 810.481750
	Iteration 44Q: 3 clusters Score -410336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -410338.437500 Penalty: 810.481750
	Iteration 45Q: 3 clusters Score -410338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -410340.281250 Penalty: 810.481750
	Iteration 46Q: 3 clusters Score -410340.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -410342.312500 Penalty: 810.481750
	Iteration 47Q: 3 clusters Score -410342.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -410343.968750 Penalty: 810.481750
	Iteration 48Q: 3 clusters Score -410344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -410345.968750 Penalty: 810.481750
	Iteration 49Q: 3 clusters Score -410346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -410346.218750 Penalty: 810.481750
	Iteration 50Q: 3 clusters Score -410346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -410348.250000 Penalty: 810.481750
	Iteration 51Q: 3 clusters Score -410348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -410350.531250 Penalty: 810.481750
	Iteration 52Q: 3 clusters Score -410350.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -410355.843750 Penalty: 810.481750
	Iteration 53Q: 3 clusters Score -410355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -410358.031250 Penalty: 810.481750
	Iteration 54Q: 3 clusters Score -410358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -410359.437500 Penalty: 810.481750
	Iteration 55Q: 3 clusters Score -410359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -410361.906250 Penalty: 810.481750
	Iteration 56Q: 3 clusters Score -410361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -410362.843750 Penalty: 810.481750
	Iteration 57Q: 3 clusters Score -410362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -410363.156250 Penalty: 810.481750
	Iteration 58Q: 3 clusters Score -410363.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -410363.156250 Penalty: 810.481750
	Iteration 59F: 3 clusters Score -410363.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Entering Unmasked Estep 
Score: -459811.718750 Penalty: 408.928833
	Iteration 0F: 2 clusters Score -459811.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -454457.343750 Penalty: 817.857666
	Iteration 0F: 3 clusters Score -454457.3 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -456402.437500 Penalty: 817.857666
	Iteration 1F: 3 clusters Score -456402.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -456507.375000 Penalty: 817.857666
	Iteration 2Q: 3 clusters Score -456507.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -456611.718750 Penalty: 817.857666
	Iteration 3Q: 3 clusters Score -456611.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -456733.281250 Penalty: 817.857666
	Iteration 4Q: 3 clusters Score -456733.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -456903.937500 Penalty: 817.857666
	Iteration 5Q: 3 clusters Score -456903.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -457165.250000 Penalty: 817.857666
	Iteration 6F: 3 clusters Score -457165.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -457537.312500 Penalty: 817.857666
	Iteration 7F: 3 clusters Score -457537.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -457971.093750 Penalty: 817.857666
	Iteration 8F: 3 clusters Score -457971.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -458403.625000 Penalty: 817.857666
	Iteration 9F: 3 clusters Score -458403.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -458695.437500 Penalty: 817.857666
	Iteration 10Q: 3 clusters Score -458695.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -458841.281250 Penalty: 817.857666
	Iteration 11Q: 3 clusters Score -458841.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -458914.500000 Penalty: 817.857666
	Iteration 12Q: 3 clusters Score -458914.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -458967.500000 Penalty: 817.857666
	Iteration 13Q: 3 clusters Score -458967.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -459020.375000 Penalty: 817.857666
	Iteration 14Q: 3 clusters Score -459020.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -459058.093750 Penalty: 817.857666
	Iteration 15Q: 3 clusters Score -459058.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -459084.562500 Penalty: 817.857666
	Iteration 16Q: 3 clusters Score -459084.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -459099.312500 Penalty: 817.857666
	Iteration 17Q: 3 clusters Score -459099.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -459110.437500 Penalty: 817.857666
	Iteration 18Q: 3 clusters Score -459110.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -459124.187500 Penalty: 817.857666
	Iteration 19Q: 3 clusters Score -459124.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -459132.187500 Penalty: 817.857666
	Iteration 20F: 3 clusters Score -459132.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -459139.625000 Penalty: 817.857666
	Iteration 21Q: 3 clusters Score -459139.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -459148.437500 Penalty: 817.857666
	Iteration 22Q: 3 clusters Score -459148.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -459154.875000 Penalty: 817.857666
	Iteration 23Q: 3 clusters Score -459154.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -459160.218750 Penalty: 817.857666
	Iteration 24Q: 3 clusters Score -459160.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -459164.531250 Penalty: 817.857666
	Iteration 25Q: 3 clusters Score -459164.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -459170.968750 Penalty: 817.857666
	Iteration 26Q: 3 clusters Score -459171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -459177.531250 Penalty: 817.857666
	Iteration 27Q: 3 clusters Score -459177.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -459182.156250 Penalty: 817.857666
	Iteration 28Q: 3 clusters Score -459182.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -459185.437500 Penalty: 817.857666
	Iteration 29Q: 3 clusters Score -459185.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -459189.281250 Penalty: 817.857666
	Iteration 30Q: 3 clusters Score -459189.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -459191.875000 Penalty: 817.857666
	Iteration 31Q: 3 clusters Score -459191.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -459196.281250 Penalty: 817.857666
	Iteration 32Q: 3 clusters Score -459196.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -459197.593750 Penalty: 817.857666
	Iteration 33Q: 3 clusters Score -459197.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -459198.906250 Penalty: 817.857666
	Iteration 34Q: 3 clusters Score -459198.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -459200.468750 Penalty: 817.857666
	Iteration 35Q: 3 clusters Score -459200.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -459200.968750 Penalty: 817.857666
	Iteration 36Q: 3 clusters Score -459201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -459200.781250 Penalty: 817.857666
	Iteration 37Q: 3 clusters Score -459200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -459200.718750 Penalty: 817.857666
	Iteration 38Q: 3 clusters Score -459200.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -459202.000000 Penalty: 817.857666
	Iteration 39Q: 3 clusters Score -459202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -459203.250000 Penalty: 817.857666
	Iteration 40F: 3 clusters Score -459203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -459206.656250 Penalty: 817.857666
	Iteration 41Q: 3 clusters Score -459206.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -459210.093750 Penalty: 817.857666
	Iteration 42Q: 3 clusters Score -459210.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -459213.687500 Penalty: 817.857666
	Iteration 43Q: 3 clusters Score -459213.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -459216.375000 Penalty: 817.857666
	Iteration 44Q: 3 clusters Score -459216.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -459218.562500 Penalty: 817.857666
	Iteration 45Q: 3 clusters Score -459218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -459219.531250 Penalty: 817.857666
	Iteration 46Q: 3 clusters Score -459219.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -459220.187500 Penalty: 817.857666
	Iteration 47Q: 3 clusters Score -459220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -459221.187500 Penalty: 817.857666
	Iteration 48Q: 3 clusters Score -459221.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -459221.125000 Penalty: 817.857666
	Iteration 49Q: 3 clusters Score -459221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -459221.281250 Penalty: 817.857666
	Iteration 50Q: 3 clusters Score -459221.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -459220.812500 Penalty: 817.857666
	Iteration 51Q: 3 clusters Score -459220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -459222.000000 Penalty: 817.857666
	Iteration 52Q: 3 clusters Score -459222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -459222.906250 Penalty: 817.857666
	Iteration 53Q: 3 clusters Score -459222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -459223.031250 Penalty: 817.857666
	Iteration 54Q: 3 clusters Score -459223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -459222.968750 Penalty: 817.857666
	Iteration 55Q: 3 clusters Score -459223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -459222.875000 Penalty: 817.857666
	Iteration 56Q: 3 clusters Score -459222.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -459222.875000 Penalty: 817.857666
	Iteration 57F: 3 clusters Score -459222.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (84104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Entering Unmasked Estep 
Score: -4658444.500000 Penalty: 515.961304
	Iteration 0F: 2 clusters Score -4658444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -4602268.000000 Penalty: 1031.922607
	Iteration 0F: 3 clusters Score -4602268 nChanged 41081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -4626945.000000 Penalty: 1031.922607
	Iteration 1F: 3 clusters Score -4626945 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -4628048.000000 Penalty: 1031.922607
	Iteration 2Q: 3 clusters Score -4628048 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -4629756.000000 Penalty: 1031.922607
	Iteration 3Q: 3 clusters Score -4629756 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -4632608.500000 Penalty: 1031.922607
	Iteration 4F: 3 clusters Score -4632608 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -4637271.000000 Penalty: 1031.922607
	Iteration 5F: 3 clusters Score -4637271 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -4642571.000000 Penalty: 1031.922607
	Iteration 6F: 3 clusters Score -4642571 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -4645563.000000 Penalty: 1031.922607
	Iteration 7F: 3 clusters Score -4645563 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -4646766.000000 Penalty: 1031.922607
	Iteration 8Q: 3 clusters Score -4646766 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -4647443.500000 Penalty: 1031.922607
	Iteration 9Q: 3 clusters Score -4647444 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 58004 members 
Entering Unmasked Estep 
Score: -4648241.000000 Penalty: 1031.922607
	Iteration 10Q: 3 clusters Score -4648241 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -4649125.500000 Penalty: 1031.922607
	Iteration 11Q: 3 clusters Score -4649126 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -4650091.500000 Penalty: 1031.922607
	Iteration 12Q: 3 clusters Score -4650092 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -4651286.500000 Penalty: 1031.922607
	Iteration 13Q: 3 clusters Score -4651286 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -4652583.000000 Penalty: 1031.922607
	Iteration 14Q: 3 clusters Score -4652583 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -4653954.000000 Penalty: 1031.922607
	Iteration 15Q: 3 clusters Score -4653954 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -4655302.500000 Penalty: 1031.922607
	Iteration 16Q: 3 clusters Score -4655302 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -4656355.500000 Penalty: 1031.922607
	Iteration 17Q: 3 clusters Score -4656356 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -4656978.000000 Penalty: 1031.922607
	Iteration 18Q: 3 clusters Score -4656978 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -4657293.000000 Penalty: 1031.922607
	Iteration 19Q: 3 clusters Score -4657293 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -4657693.500000 Penalty: 1031.922607
	Iteration 20F: 3 clusters Score -4657694 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -4657877.000000 Penalty: 1031.922607
	Iteration 21Q: 3 clusters Score -4657877 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -4657959.500000 Penalty: 1031.922607
	Iteration 22Q: 3 clusters Score -4657960 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -4657997.500000 Penalty: 1031.922607
	Iteration 23Q: 3 clusters Score -4657998 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -4658021.000000 Penalty: 1031.922607
	Iteration 24Q: 3 clusters Score -4658021 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -4658016.500000 Penalty: 1031.922607
	Iteration 25Q: 3 clusters Score -4658016 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -4658030.500000 Penalty: 1031.922607
	Iteration 26Q: 3 clusters Score -4658030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -4658028.500000 Penalty: 1031.922607
	Iteration 27Q: 3 clusters Score -4658028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -4658038.000000 Penalty: 1031.922607
	Iteration 28Q: 3 clusters Score -4658038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -4658038.500000 Penalty: 1031.922607
	Iteration 29Q: 3 clusters Score -4658038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 58801 members 
Entering Unmasked Estep 
Score: -4658037.500000 Penalty: 1031.922607
	Iteration 30Q: 3 clusters Score -4658038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -4658033.500000 Penalty: 1031.922607
	Iteration 31Q: 3 clusters Score -4658034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -4658035.500000 Penalty: 1031.922607
	Iteration 32Q: 3 clusters Score -4658036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -4658031.000000 Penalty: 1031.922607
	Iteration 33Q: 3 clusters Score -4658031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -4658036.000000 Penalty: 1031.922607
	Iteration 34Q: 3 clusters Score -4658036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -4658031.000000 Penalty: 1031.922607
	Iteration 35Q: 3 clusters Score -4658031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -4658039.000000 Penalty: 1031.922607
	Iteration 36Q: 3 clusters Score -4658039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -4658033.500000 Penalty: 1031.922607
	Iteration 37Q: 3 clusters Score -4658034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -4658035.500000 Penalty: 1031.922607
	Iteration 38Q: 3 clusters Score -4658036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -4658035.000000 Penalty: 1031.922607
	Iteration 39Q: 3 clusters Score -4658035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -4658035.500000 Penalty: 1031.922607
	Iteration 40F: 3 clusters Score -4658036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -4658034.000000 Penalty: 1031.922607
	Iteration 41Q: 3 clusters Score -4658034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -4658030.000000 Penalty: 1031.922607
	Iteration 42Q: 3 clusters Score -4658030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -4658029.000000 Penalty: 1031.922607
	Iteration 43Q: 3 clusters Score -4658029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -4658027.500000 Penalty: 1031.922607
	Iteration 44Q: 3 clusters Score -4658028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -4658029.000000 Penalty: 1031.922607
	Iteration 45Q: 3 clusters Score -4658029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -4658028.000000 Penalty: 1031.922607
	Iteration 46Q: 3 clusters Score -4658028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 58691 members 
Entering Unmasked Estep 
Score: -4658026.500000 Penalty: 1031.922607
	Iteration 47Q: 3 clusters Score -4658026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -4658038.000000 Penalty: 1031.922607
	Iteration 48Q: 3 clusters Score -4658038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -4658033.500000 Penalty: 1031.922607
	Iteration 49Q: 3 clusters Score -4658034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -4658037.500000 Penalty: 1031.922607
	Iteration 50Q: 3 clusters Score -4658038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -4658038.000000 Penalty: 1031.922607
	Iteration 51Q: 3 clusters Score -4658038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -4658035.000000 Penalty: 1031.922607
	Iteration 52Q: 3 clusters Score -4658035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -4658038.500000 Penalty: 1031.922607
	Iteration 53Q: 3 clusters Score -4658038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -4658030.000000 Penalty: 1031.922607
	Iteration 54Q: 3 clusters Score -4658030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -4658038.000000 Penalty: 1031.922607
	Iteration 55Q: 3 clusters Score -4658038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -4658044.000000 Penalty: 1031.922607
	Iteration 56Q: 3 clusters Score -4658044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -4658037.000000 Penalty: 1031.922607
	Iteration 57Q: 3 clusters Score -4658037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -4658035.500000 Penalty: 1031.922607
	Iteration 58Q: 3 clusters Score -4658036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 58670 members 
Entering Unmasked Estep 
Score: -4658039.000000 Penalty: 1031.922607
	Iteration 59Q: 3 clusters Score -4658039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -4658039.500000 Penalty: 1031.922607
	Iteration 60F: 3 clusters Score -4658040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Entering Unmasked Estep 
Score: -625263.937500 Penalty: 424.752014
	Iteration 0F: 2 clusters Score -625263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -617717.062500 Penalty: 849.504028
	Iteration 0F: 3 clusters Score -617717.1 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -620741.687500 Penalty: 849.504028
	Iteration 1F: 3 clusters Score -620741.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -620934.687500 Penalty: 849.504028
	Iteration 2Q: 3 clusters Score -620934.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -621131.937500 Penalty: 849.504028
	Iteration 3Q: 3 clusters Score -621131.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -621334.625000 Penalty: 849.504028
	Iteration 4Q: 3 clusters Score -621334.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -621586.687500 Penalty: 849.504028
	Iteration 5Q: 3 clusters Score -621586.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -621946.562500 Penalty: 849.504028
	Iteration 6F: 3 clusters Score -621946.6 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -622408.937500 Penalty: 849.504028
	Iteration 7F: 3 clusters Score -622408.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -622965.500000 Penalty: 849.504028
	Iteration 8F: 3 clusters Score -622965.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -623537.625000 Penalty: 849.504028
	Iteration 9F: 3 clusters Score -623537.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -623941.625000 Penalty: 849.504028
	Iteration 10Q: 3 clusters Score -623941.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -624223.875000 Penalty: 849.504028
	Iteration 11Q: 3 clusters Score -624223.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -624401.000000 Penalty: 849.504028
	Iteration 12Q: 3 clusters Score -624401 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -624552.437500 Penalty: 849.504028
	Iteration 13Q: 3 clusters Score -624552.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -624662.937500 Penalty: 849.504028
	Iteration 14Q: 3 clusters Score -624662.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -624738.937500 Penalty: 849.504028
	Iteration 15Q: 3 clusters Score -624738.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -624797.562500 Penalty: 849.504028
	Iteration 16Q: 3 clusters Score -624797.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -624824.625000 Penalty: 849.504028
	Iteration 17Q: 3 clusters Score -624824.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -624840.687500 Penalty: 849.504028
	Iteration 18Q: 3 clusters Score -624840.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -624867.062500 Penalty: 849.504028
	Iteration 19Q: 3 clusters Score -624867.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -624886.812500 Penalty: 849.504028
	Iteration 20F: 3 clusters Score -624886.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -624903.687500 Penalty: 849.504028
	Iteration 21Q: 3 clusters Score -624903.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -624918.687500 Penalty: 849.504028
	Iteration 22Q: 3 clusters Score -624918.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -624928.687500 Penalty: 849.504028
	Iteration 23Q: 3 clusters Score -624928.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -624932.812500 Penalty: 849.504028
	Iteration 24Q: 3 clusters Score -624932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -624936.687500 Penalty: 849.504028
	Iteration 25Q: 3 clusters Score -624936.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -624939.375000 Penalty: 849.504028
	Iteration 26Q: 3 clusters Score -624939.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -624943.187500 Penalty: 849.504028
	Iteration 27Q: 3 clusters Score -624943.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -624946.125000 Penalty: 849.504028
	Iteration 28Q: 3 clusters Score -624946.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -624952.187500 Penalty: 849.504028
	Iteration 29Q: 3 clusters Score -624952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -624956.312500 Penalty: 849.504028
	Iteration 30Q: 3 clusters Score -624956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -624958.562500 Penalty: 849.504028
	Iteration 31Q: 3 clusters Score -624958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -624959.187500 Penalty: 849.504028
	Iteration 32Q: 3 clusters Score -624959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -624960.312500 Penalty: 849.504028
	Iteration 33Q: 3 clusters Score -624960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -624961.562500 Penalty: 849.504028
	Iteration 34Q: 3 clusters Score -624961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -624963.125000 Penalty: 849.504028
	Iteration 35Q: 3 clusters Score -624963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -624962.812500 Penalty: 849.504028
	Iteration 36Q: 3 clusters Score -624962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -624964.187500 Penalty: 849.504028
	Iteration 37Q: 3 clusters Score -624964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -624964.562500 Penalty: 849.504028
	Iteration 38Q: 3 clusters Score -624964.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -624965.875000 Penalty: 849.504028
	Iteration 39Q: 3 clusters Score -624965.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -624966.562500 Penalty: 849.504028
	Iteration 40F: 3 clusters Score -624966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -624966.562500 Penalty: 849.504028
	Iteration 41Q: 3 clusters Score -624966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -624967.875000 Penalty: 849.504028
	Iteration 42Q: 3 clusters Score -624967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -624968.125000 Penalty: 849.504028
	Iteration 43Q: 3 clusters Score -624968.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -624968.812500 Penalty: 849.504028
	Iteration 44Q: 3 clusters Score -624968.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -624968.812500 Penalty: 849.504028
	Iteration 45F: 3 clusters Score -624968.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (151846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151846 members 
Entering Unmasked Estep 
Score: -8044770.500000 Penalty: 542.843323
	Iteration 0F: 2 clusters Score -8044770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
Score: -7950158.000000 Penalty: 1085.686646
	Iteration 0F: 3 clusters Score -7950158 nChanged 74427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -7995181.000000 Penalty: 1085.686646
	Iteration 1F: 3 clusters Score -7995181 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -7997244.500000 Penalty: 1085.686646
	Iteration 2Q: 3 clusters Score -7997244 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -8000339.000000 Penalty: 1085.686646
	Iteration 3Q: 3 clusters Score -8000339 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93810 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -8005199.500000 Penalty: 1085.686646
	Iteration 4F: 3 clusters Score -8005200 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -8012813.000000 Penalty: 1085.686646
	Iteration 5F: 3 clusters Score -8012813 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -8022766.000000 Penalty: 1085.686646
	Iteration 6F: 3 clusters Score -8022766 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -8031199.500000 Penalty: 1085.686646
	Iteration 7F: 3 clusters Score -8031200 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -8035339.500000 Penalty: 1085.686646
	Iteration 8F: 3 clusters Score -8035340 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100081 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -8037255.500000 Penalty: 1085.686646
	Iteration 9Q: 3 clusters Score -8037256 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -8038880.000000 Penalty: 1085.686646
	Iteration 10Q: 3 clusters Score -8038880 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96131 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -8040103.500000 Penalty: 1085.686646
	Iteration 11Q: 3 clusters Score -8040104 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -8041095.500000 Penalty: 1085.686646
	Iteration 12Q: 3 clusters Score -8041096 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91728 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -8042155.500000 Penalty: 1085.686646
	Iteration 13Q: 3 clusters Score -8042156 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -8043081.500000 Penalty: 1085.686646
	Iteration 14Q: 3 clusters Score -8043082 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -8043849.000000 Penalty: 1085.686646
	Iteration 15Q: 3 clusters Score -8043849 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84604 members 
Mstep: Class 2 contains 67242 members 
Entering Unmasked Estep 
Score: -8044579.000000 Penalty: 1085.686646
	Iteration 16Q: 3 clusters Score -8044579 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -8045149.000000 Penalty: 1085.686646
	Iteration 17Q: 3 clusters Score -8045149 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -8045451.500000 Penalty: 1085.686646
	Iteration 18Q: 3 clusters Score -8045452 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79157 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -8045748.000000 Penalty: 1085.686646
	Iteration 19Q: 3 clusters Score -8045748 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -8046000.500000 Penalty: 1085.686646
	Iteration 20F: 3 clusters Score -8046000 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76709 members 
Mstep: Class 2 contains 75137 members 
Entering Unmasked Estep 
Score: -8046260.500000 Penalty: 1085.686646
	Iteration 21Q: 3 clusters Score -8046260 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 76093 members 
Entering Unmasked Estep 
Score: -8046448.000000 Penalty: 1085.686646
	Iteration 22Q: 3 clusters Score -8046448 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 76870 members 
Entering Unmasked Estep 
Score: -8046548.500000 Penalty: 1085.686646
	Iteration 23Q: 3 clusters Score -8046548 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -8046629.000000 Penalty: 1085.686646
	Iteration 24Q: 3 clusters Score -8046629 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -8046723.500000 Penalty: 1085.686646
	Iteration 25Q: 3 clusters Score -8046724 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -8046751.000000 Penalty: 1085.686646
	Iteration 26Q: 3 clusters Score -8046751 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 78568 members 
Entering Unmasked Estep 
Score: -8046748.500000 Penalty: 1085.686646
	Iteration 27Q: 3 clusters Score -8046748 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -8046762.000000 Penalty: 1085.686646
	Iteration 28Q: 3 clusters Score -8046762 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72951 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -8046800.500000 Penalty: 1085.686646
	Iteration 29Q: 3 clusters Score -8046800 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72872 members 
Mstep: Class 2 contains 78974 members 
Entering Unmasked Estep 
Score: -8046800.500000 Penalty: 1085.686646
	Iteration 30Q: 3 clusters Score -8046800 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -8046773.000000 Penalty: 1085.686646
	Iteration 31Q: 3 clusters Score -8046773 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -8046790.000000 Penalty: 1085.686646
	Iteration 32Q: 3 clusters Score -8046790 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -8046791.000000 Penalty: 1085.686646
	Iteration 33Q: 3 clusters Score -8046791 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -8046789.500000 Penalty: 1085.686646
	Iteration 34Q: 3 clusters Score -8046790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -8046798.000000 Penalty: 1085.686646
	Iteration 35Q: 3 clusters Score -8046798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 79225 members 
Entering Unmasked Estep 
Score: -8046805.500000 Penalty: 1085.686646
	Iteration 36Q: 3 clusters Score -8046806 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -8046802.500000 Penalty: 1085.686646
	Iteration 37Q: 3 clusters Score -8046802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -8046787.000000 Penalty: 1085.686646
	Iteration 38Q: 3 clusters Score -8046787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -8046772.500000 Penalty: 1085.686646
	Iteration 39Q: 3 clusters Score -8046772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -8046772.500000 Penalty: 1085.686646
	Iteration 40F: 3 clusters Score -8046772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -8046778.000000 Penalty: 1085.686646
	Iteration 41Q: 3 clusters Score -8046778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -8046783.500000 Penalty: 1085.686646
	Iteration 42Q: 3 clusters Score -8046784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -8046783.000000 Penalty: 1085.686646
	Iteration 43Q: 3 clusters Score -8046783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -8046779.000000 Penalty: 1085.686646
	Iteration 44Q: 3 clusters Score -8046779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 79288 members 
Entering Unmasked Estep 
Score: -8046782.000000 Penalty: 1085.686646
	Iteration 45Q: 3 clusters Score -8046782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72568 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -8046781.000000 Penalty: 1085.686646
	Iteration 46Q: 3 clusters Score -8046781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -8046777.000000 Penalty: 1085.686646
	Iteration 47Q: 3 clusters Score -8046777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -8046781.500000 Penalty: 1085.686646
	Iteration 48Q: 3 clusters Score -8046782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -8046787.500000 Penalty: 1085.686646
	Iteration 49Q: 3 clusters Score -8046788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -8046788.000000 Penalty: 1085.686646
	Iteration 50Q: 3 clusters Score -8046788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -8046789.000000 Penalty: 1085.686646
	Iteration 51Q: 3 clusters Score -8046789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -8046792.500000 Penalty: 1085.686646
	Iteration 52Q: 3 clusters Score -8046792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 79230 members 
Entering Unmasked Estep 
Score: -8046790.000000 Penalty: 1085.686646
	Iteration 53Q: 3 clusters Score -8046790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 79226 members 
Entering Unmasked Estep 
Score: -8046784.000000 Penalty: 1085.686646
	Iteration 54Q: 3 clusters Score -8046784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -8046781.500000 Penalty: 1085.686646
	Iteration 55Q: 3 clusters Score -8046782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -8046779.000000 Penalty: 1085.686646
	Iteration 56Q: 3 clusters Score -8046779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 79215 members 
Entering Unmasked Estep 
Score: -8046776.500000 Penalty: 1085.686646
	Iteration 57Q: 3 clusters Score -8046776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 79211 members 
Entering Unmasked Estep 
Score: -8046775.500000 Penalty: 1085.686646
	Iteration 58Q: 3 clusters Score -8046776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -8046780.000000 Penalty: 1085.686646
	Iteration 59Q: 3 clusters Score -8046780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
Score: -8046768.500000 Penalty: 1085.686646
	Iteration 60F: 3 clusters Score -8046768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72642 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -8046773.000000 Penalty: 1085.686646
	Iteration 61Q: 3 clusters Score -8046773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -8046767.500000 Penalty: 1085.686646
	Iteration 62Q: 3 clusters Score -8046768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -8046766.500000 Penalty: 1085.686646
	Iteration 63Q: 3 clusters Score -8046766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -8046765.500000 Penalty: 1085.686646
	Iteration 64Q: 3 clusters Score -8046766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -8046763.000000 Penalty: 1085.686646
	Iteration 65Q: 3 clusters Score -8046763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -8046767.500000 Penalty: 1085.686646
	Iteration 66Q: 3 clusters Score -8046768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -8046763.500000 Penalty: 1085.686646
	Iteration 67Q: 3 clusters Score -8046764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -8046759.500000 Penalty: 1085.686646
	Iteration 68Q: 3 clusters Score -8046760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -8046759.500000 Penalty: 1085.686646
	Iteration 69F: 3 clusters Score -8046760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 57699 members 
Mstep: Class 3 contains 74129 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 47130 members 
Mstep: Class 6 contains 96658 members 
Mstep: Class 7 contains 4764 members 
Mstep: Class 8 contains 155411 members 
Mstep: Class 9 contains 73789 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 14 contains 85687 members 
Mstep: Class 15 contains 14116 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 7379 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 84104 members 
Mstep: Class 20 contains 11330 members 
Mstep: Class 21 contains 72651 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41441 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 2117 members 
Mstep: Class 26 contains 48658 members 
Mstep: Class 27 contains 143682 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 9955 members 
Mstep: Class 31 contains 76882 members 
Mstep: Class 32 contains 1151 members 
Mstep: Class 33 contains 22145 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 2587 members 
Mstep: Class 36 contains 87288 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 16398 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 89941 members 
Mstep: Class 42 contains 10573 members 
Mstep: Class 43 contains 17543 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 62764 members 
Mstep: Class 46 contains 78058 members 
Mstep: Class 47 contains 79195 members 
Entering Unmasked Estep 
Score: -87423592.000000 Penalty: 30716.982422
Splitting cluster 21 changes total score from -87421288.000000 to -87423592.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 22 (2758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Entering Unmasked Estep 
Score: -137367.390625 Penalty: 360.462891
	Iteration 0F: 2 clusters Score -137367.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -135404.703125 Penalty: 720.925781
	Iteration 0F: 3 clusters Score -135404.7 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -136089.015625 Penalty: 720.925781
	Iteration 1F: 3 clusters Score -136089 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -136174.640625 Penalty: 720.925781
	Iteration 2F: 3 clusters Score -136174.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -136255.859375 Penalty: 720.925781
	Iteration 3F: 3 clusters Score -136255.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -136315.578125 Penalty: 720.925781
	Iteration 4F: 3 clusters Score -136315.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -136364.796875 Penalty: 720.925781
	Iteration 5Q: 3 clusters Score -136364.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -136423.296875 Penalty: 720.925781
	Iteration 6Q: 3 clusters Score -136423.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -136508.046875 Penalty: 720.925781
	Iteration 7Q: 3 clusters Score -136508 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -136610.250000 Penalty: 720.925781
	Iteration 8Q: 3 clusters Score -136610.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -136694.453125 Penalty: 720.925781
	Iteration 9Q: 3 clusters Score -136694.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -136758.171875 Penalty: 720.925781
	Iteration 10Q: 3 clusters Score -136758.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -136811.562500 Penalty: 720.925781
	Iteration 11Q: 3 clusters Score -136811.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -136864.578125 Penalty: 720.925781
	Iteration 12Q: 3 clusters Score -136864.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -136903.375000 Penalty: 720.925781
	Iteration 13Q: 3 clusters Score -136903.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -136925.890625 Penalty: 720.925781
	Iteration 14Q: 3 clusters Score -136925.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -136956.140625 Penalty: 720.925781
	Iteration 15Q: 3 clusters Score -136956.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -136981.406250 Penalty: 720.925781
	Iteration 16Q: 3 clusters Score -136981.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -137001.937500 Penalty: 720.925781
	Iteration 17Q: 3 clusters Score -137001.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -137028.000000 Penalty: 720.925781
	Iteration 18Q: 3 clusters Score -137028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -137041.953125 Penalty: 720.925781
	Iteration 19Q: 3 clusters Score -137042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -137050.328125 Penalty: 720.925781
	Iteration 20F: 3 clusters Score -137050.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -137059.140625 Penalty: 720.925781
	Iteration 21Q: 3 clusters Score -137059.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -137069.578125 Penalty: 720.925781
	Iteration 22Q: 3 clusters Score -137069.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -137075.453125 Penalty: 720.925781
	Iteration 23Q: 3 clusters Score -137075.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -137077.375000 Penalty: 720.925781
	Iteration 24Q: 3 clusters Score -137077.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -137078.640625 Penalty: 720.925781
	Iteration 25Q: 3 clusters Score -137078.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -137079.781250 Penalty: 720.925781
	Iteration 26Q: 3 clusters Score -137079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -137080.843750 Penalty: 720.925781
	Iteration 27Q: 3 clusters Score -137080.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -137081.359375 Penalty: 720.925781
	Iteration 28Q: 3 clusters Score -137081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -137081.843750 Penalty: 720.925781
	Iteration 29Q: 3 clusters Score -137081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -137082.062500 Penalty: 720.925781
	Iteration 30Q: 3 clusters Score -137082.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -137082.062500 Penalty: 720.925781
	Iteration 31F: 3 clusters Score -137082.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Entering Unmasked Estep 
Score: -2263835.250000 Penalty: 483.757172
	Iteration 0F: 2 clusters Score -2263835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2236021.000000 Penalty: 967.514343
	Iteration 0F: 3 clusters Score -2236021 nChanged 20072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -2248974.750000 Penalty: 967.514343
	Iteration 1F: 3 clusters Score -2248975 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -2250262.750000 Penalty: 967.514343
	Iteration 2F: 3 clusters Score -2250263 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -2252071.250000 Penalty: 967.514343
	Iteration 3F: 3 clusters Score -2252071 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -2254613.000000 Penalty: 967.514343
	Iteration 4F: 3 clusters Score -2254613 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -2257562.750000 Penalty: 967.514343
	Iteration 5F: 3 clusters Score -2257563 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -2259820.250000 Penalty: 967.514343
	Iteration 6Q: 3 clusters Score -2259820 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -2261123.000000 Penalty: 967.514343
	Iteration 7Q: 3 clusters Score -2261123 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -2261714.000000 Penalty: 967.514343
	Iteration 8Q: 3 clusters Score -2261714 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -2262073.750000 Penalty: 967.514343
	Iteration 9Q: 3 clusters Score -2262074 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -2262317.250000 Penalty: 967.514343
	Iteration 10Q: 3 clusters Score -2262317 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -2262498.000000 Penalty: 967.514343
	Iteration 11Q: 3 clusters Score -2262498 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -2262661.250000 Penalty: 967.514343
	Iteration 12Q: 3 clusters Score -2262661 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -2262785.500000 Penalty: 967.514343
	Iteration 13Q: 3 clusters Score -2262786 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -2262882.500000 Penalty: 967.514343
	Iteration 14Q: 3 clusters Score -2262882 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -2262967.000000 Penalty: 967.514343
	Iteration 15Q: 3 clusters Score -2262967 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -2263023.000000 Penalty: 967.514343
	Iteration 16Q: 3 clusters Score -2263023 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -2263071.000000 Penalty: 967.514343
	Iteration 17Q: 3 clusters Score -2263071 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -2263103.250000 Penalty: 967.514343
	Iteration 18Q: 3 clusters Score -2263103 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -2263138.750000 Penalty: 967.514343
	Iteration 19Q: 3 clusters Score -2263139 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -2263158.750000 Penalty: 967.514343
	Iteration 20F: 3 clusters Score -2263159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -2263181.500000 Penalty: 967.514343
	Iteration 21Q: 3 clusters Score -2263182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -2263199.250000 Penalty: 967.514343
	Iteration 22Q: 3 clusters Score -2263199 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -2263219.250000 Penalty: 967.514343
	Iteration 23Q: 3 clusters Score -2263219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -2263234.250000 Penalty: 967.514343
	Iteration 24Q: 3 clusters Score -2263234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -2263246.500000 Penalty: 967.514343
	Iteration 25Q: 3 clusters Score -2263246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -2263250.500000 Penalty: 967.514343
	Iteration 26Q: 3 clusters Score -2263250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -2263260.250000 Penalty: 967.514343
	Iteration 27Q: 3 clusters Score -2263260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -2263271.500000 Penalty: 967.514343
	Iteration 28Q: 3 clusters Score -2263272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -2263283.500000 Penalty: 967.514343
	Iteration 29Q: 3 clusters Score -2263284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -2263290.250000 Penalty: 967.514343
	Iteration 30Q: 3 clusters Score -2263290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -2263299.000000 Penalty: 967.514343
	Iteration 31Q: 3 clusters Score -2263299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -2263302.500000 Penalty: 967.514343
	Iteration 32Q: 3 clusters Score -2263302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -2263308.000000 Penalty: 967.514343
	Iteration 33Q: 3 clusters Score -2263308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -2263313.750000 Penalty: 967.514343
	Iteration 34Q: 3 clusters Score -2263314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -2263313.250000 Penalty: 967.514343
	Iteration 35Q: 3 clusters Score -2263313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -2263313.000000 Penalty: 967.514343
	Iteration 36Q: 3 clusters Score -2263313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -2263312.750000 Penalty: 967.514343
	Iteration 37Q: 3 clusters Score -2263313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -2263317.250000 Penalty: 967.514343
	Iteration 38Q: 3 clusters Score -2263317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -2263319.500000 Penalty: 967.514343
	Iteration 39Q: 3 clusters Score -2263320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -2263322.000000 Penalty: 967.514343
	Iteration 40F: 3 clusters Score -2263322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -2263320.750000 Penalty: 967.514343
	Iteration 41Q: 3 clusters Score -2263321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -2263322.500000 Penalty: 967.514343
	Iteration 42Q: 3 clusters Score -2263322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -2263322.000000 Penalty: 967.514343
	Iteration 43Q: 3 clusters Score -2263322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -2263320.750000 Penalty: 967.514343
	Iteration 44Q: 3 clusters Score -2263321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -2263320.750000 Penalty: 967.514343
	Iteration 45F: 3 clusters Score -2263321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Entering Unmasked Estep 
Score: -400645.281250 Penalty: 404.407074
	Iteration 0F: 2 clusters Score -400645.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -395829.187500 Penalty: 808.814148
	Iteration 0F: 3 clusters Score -395829.2 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -397587.500000 Penalty: 808.814148
	Iteration 1F: 3 clusters Score -397587.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -397684.937500 Penalty: 808.814148
	Iteration 2Q: 3 clusters Score -397684.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -397763.156250 Penalty: 808.814148
	Iteration 3Q: 3 clusters Score -397763.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -397834.156250 Penalty: 808.814148
	Iteration 4Q: 3 clusters Score -397834.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -397904.406250 Penalty: 808.814148
	Iteration 5Q: 3 clusters Score -397904.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -397987.531250 Penalty: 808.814148
	Iteration 6Q: 3 clusters Score -397987.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -398113.406250 Penalty: 808.814148
	Iteration 7Q: 3 clusters Score -398113.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -398328.562500 Penalty: 808.814148
	Iteration 8Q: 3 clusters Score -398328.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -398677.906250 Penalty: 808.814148
	Iteration 9F: 3 clusters Score -398677.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -399158.500000 Penalty: 808.814148
	Iteration 10F: 3 clusters Score -399158.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -399566.843750 Penalty: 808.814148
	Iteration 11F: 3 clusters Score -399566.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -399756.625000 Penalty: 808.814148
	Iteration 12Q: 3 clusters Score -399756.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -399833.000000 Penalty: 808.814148
	Iteration 13Q: 3 clusters Score -399833 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -399886.968750 Penalty: 808.814148
	Iteration 14Q: 3 clusters Score -399887 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -399929.593750 Penalty: 808.814148
	Iteration 15Q: 3 clusters Score -399929.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -399971.843750 Penalty: 808.814148
	Iteration 16Q: 3 clusters Score -399971.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -400000.281250 Penalty: 808.814148
	Iteration 17Q: 3 clusters Score -400000.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -400026.593750 Penalty: 808.814148
	Iteration 18Q: 3 clusters Score -400026.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -400054.125000 Penalty: 808.814148
	Iteration 19Q: 3 clusters Score -400054.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -400080.406250 Penalty: 808.814148
	Iteration 20F: 3 clusters Score -400080.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -400107.656250 Penalty: 808.814148
	Iteration 21Q: 3 clusters Score -400107.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -400128.187500 Penalty: 808.814148
	Iteration 22Q: 3 clusters Score -400128.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -400147.187500 Penalty: 808.814148
	Iteration 23Q: 3 clusters Score -400147.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -400161.468750 Penalty: 808.814148
	Iteration 24Q: 3 clusters Score -400161.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -400171.406250 Penalty: 808.814148
	Iteration 25Q: 3 clusters Score -400171.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -400181.468750 Penalty: 808.814148
	Iteration 26Q: 3 clusters Score -400181.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -400192.562500 Penalty: 808.814148
	Iteration 27Q: 3 clusters Score -400192.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -400197.375000 Penalty: 808.814148
	Iteration 28Q: 3 clusters Score -400197.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -400201.562500 Penalty: 808.814148
	Iteration 29Q: 3 clusters Score -400201.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -400206.437500 Penalty: 808.814148
	Iteration 30Q: 3 clusters Score -400206.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -400209.468750 Penalty: 808.814148
	Iteration 31Q: 3 clusters Score -400209.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -400211.531250 Penalty: 808.814148
	Iteration 32Q: 3 clusters Score -400211.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -400213.562500 Penalty: 808.814148
	Iteration 33Q: 3 clusters Score -400213.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -400215.250000 Penalty: 808.814148
	Iteration 34Q: 3 clusters Score -400215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -400217.937500 Penalty: 808.814148
	Iteration 35Q: 3 clusters Score -400217.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -400220.437500 Penalty: 808.814148
	Iteration 36Q: 3 clusters Score -400220.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -400222.593750 Penalty: 808.814148
	Iteration 37Q: 3 clusters Score -400222.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -400228.468750 Penalty: 808.814148
	Iteration 38Q: 3 clusters Score -400228.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -400236.437500 Penalty: 808.814148
	Iteration 39Q: 3 clusters Score -400236.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -400240.656250 Penalty: 808.814148
	Iteration 40F: 3 clusters Score -400240.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -400244.968750 Penalty: 808.814148
	Iteration 41Q: 3 clusters Score -400245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -400252.312500 Penalty: 808.814148
	Iteration 42Q: 3 clusters Score -400252.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -400256.875000 Penalty: 808.814148
	Iteration 43Q: 3 clusters Score -400256.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -400263.562500 Penalty: 808.814148
	Iteration 44Q: 3 clusters Score -400263.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -400271.656250 Penalty: 808.814148
	Iteration 45Q: 3 clusters Score -400271.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -400279.562500 Penalty: 808.814148
	Iteration 46Q: 3 clusters Score -400279.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -400289.031250 Penalty: 808.814148
	Iteration 47Q: 3 clusters Score -400289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -400308.000000 Penalty: 808.814148
	Iteration 48Q: 3 clusters Score -400308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -400328.875000 Penalty: 808.814148
	Iteration 49Q: 3 clusters Score -400328.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -400341.062500 Penalty: 808.814148
	Iteration 50Q: 3 clusters Score -400341.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -400351.656250 Penalty: 808.814148
	Iteration 51Q: 3 clusters Score -400351.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -400353.250000 Penalty: 808.814148
	Iteration 52Q: 3 clusters Score -400353.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -400355.031250 Penalty: 808.814148
	Iteration 53Q: 3 clusters Score -400355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -400355.062500 Penalty: 808.814148
	Iteration 54Q: 3 clusters Score -400355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -400356.125000 Penalty: 808.814148
	Iteration 55Q: 3 clusters Score -400356.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -400357.468750 Penalty: 808.814148
	Iteration 56Q: 3 clusters Score -400357.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -400359.093750 Penalty: 808.814148
	Iteration 57Q: 3 clusters Score -400359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -400360.187500 Penalty: 808.814148
	Iteration 58Q: 3 clusters Score -400360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -400361.406250 Penalty: 808.814148
	Iteration 59Q: 3 clusters Score -400361.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -400361.812500 Penalty: 808.814148
	Iteration 60F: 3 clusters Score -400361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -400361.843750 Penalty: 808.814148
	Iteration 61Q: 3 clusters Score -400361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -400363.218750 Penalty: 808.814148
	Iteration 62Q: 3 clusters Score -400363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -400363.343750 Penalty: 808.814148
	Iteration 63Q: 3 clusters Score -400363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -400364.687500 Penalty: 808.814148
	Iteration 64Q: 3 clusters Score -400364.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -400364.312500 Penalty: 808.814148
	Iteration 65Q: 3 clusters Score -400364.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -400364.968750 Penalty: 808.814148
	Iteration 66Q: 3 clusters Score -400365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -400365.312500 Penalty: 808.814148
	Iteration 67Q: 3 clusters Score -400365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -400365.281250 Penalty: 808.814148
	Iteration 68Q: 3 clusters Score -400365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -400366.093750 Penalty: 808.814148
	Iteration 69Q: 3 clusters Score -400366.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -400365.562500 Penalty: 808.814148
	Iteration 70Q: 3 clusters Score -400365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -400365.843750 Penalty: 808.814148
	Iteration 71Q: 3 clusters Score -400365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -400365.843750 Penalty: 808.814148
	Iteration 72Q: 3 clusters Score -400365.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -400365.843750 Penalty: 808.814148
	Iteration 73F: 3 clusters Score -400365.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Entering Unmasked Estep 
Score: -113972.609375 Penalty: 348.427856
	Iteration 0F: 2 clusters Score -113972.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -112468.062500 Penalty: 696.855713
	Iteration 0F: 3 clusters Score -112468.1 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -112920.429688 Penalty: 696.855713
	Iteration 1F: 3 clusters Score -112920.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -112994.242188 Penalty: 696.855713
	Iteration 2F: 3 clusters Score -112994.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -113056.382812 Penalty: 696.855713
	Iteration 3F: 3 clusters Score -113056.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -113140.734375 Penalty: 696.855713
	Iteration 4F: 3 clusters Score -113140.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -113260.921875 Penalty: 696.855713
	Iteration 5F: 3 clusters Score -113260.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -113397.531250 Penalty: 696.855713
	Iteration 6F: 3 clusters Score -113397.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -113495.359375 Penalty: 696.855713
	Iteration 7F: 3 clusters Score -113495.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -113557.289062 Penalty: 696.855713
	Iteration 8Q: 3 clusters Score -113557.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -113607.671875 Penalty: 696.855713
	Iteration 9Q: 3 clusters Score -113607.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -113638.851562 Penalty: 696.855713
	Iteration 10Q: 3 clusters Score -113638.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -113652.117188 Penalty: 696.855713
	Iteration 11Q: 3 clusters Score -113652.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -113665.398438 Penalty: 696.855713
	Iteration 12Q: 3 clusters Score -113665.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -113677.359375 Penalty: 696.855713
	Iteration 13Q: 3 clusters Score -113677.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -113682.179688 Penalty: 696.855713
	Iteration 14Q: 3 clusters Score -113682.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -113685.437500 Penalty: 696.855713
	Iteration 15Q: 3 clusters Score -113685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -113688.843750 Penalty: 696.855713
	Iteration 16Q: 3 clusters Score -113688.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -113691.882812 Penalty: 696.855713
	Iteration 17Q: 3 clusters Score -113691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -113693.625000 Penalty: 696.855713
	Iteration 18Q: 3 clusters Score -113693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -113695.539062 Penalty: 696.855713
	Iteration 19Q: 3 clusters Score -113695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -113696.812500 Penalty: 696.855713
	Iteration 20F: 3 clusters Score -113696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -113697.882812 Penalty: 696.855713
	Iteration 21Q: 3 clusters Score -113697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -113698.265625 Penalty: 696.855713
	Iteration 22Q: 3 clusters Score -113698.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -113700.695312 Penalty: 696.855713
	Iteration 23Q: 3 clusters Score -113700.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -113701.445312 Penalty: 696.855713
	Iteration 24Q: 3 clusters Score -113701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -113702.898438 Penalty: 696.855713
	Iteration 25Q: 3 clusters Score -113702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -113703.812500 Penalty: 696.855713
	Iteration 26Q: 3 clusters Score -113703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -113704.882812 Penalty: 696.855713
	Iteration 27Q: 3 clusters Score -113704.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -113704.882812 Penalty: 696.855713
	Iteration 28F: 3 clusters Score -113704.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (48658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Entering Unmasked Estep 
Score: -2640097.500000 Penalty: 491.061981
	Iteration 0F: 2 clusters Score -2640098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -2607317.500000 Penalty: 982.123962
	Iteration 0F: 3 clusters Score -2607318 nChanged 23697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -2621034.750000 Penalty: 982.123962
	Iteration 1F: 3 clusters Score -2621035 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -2621582.500000 Penalty: 982.123962
	Iteration 2Q: 3 clusters Score -2621582 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2622406.000000 Penalty: 982.123962
	Iteration 3Q: 3 clusters Score -2622406 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -2623913.250000 Penalty: 982.123962
	Iteration 4Q: 3 clusters Score -2623913 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -2626647.500000 Penalty: 982.123962
	Iteration 5F: 3 clusters Score -2626648 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -2630940.250000 Penalty: 982.123962
	Iteration 6F: 3 clusters Score -2630940 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -2634936.750000 Penalty: 982.123962
	Iteration 7F: 3 clusters Score -2634937 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -2636686.500000 Penalty: 982.123962
	Iteration 8F: 3 clusters Score -2636686 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2637611.000000 Penalty: 982.123962
	Iteration 9Q: 3 clusters Score -2637611 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -2638384.750000 Penalty: 982.123962
	Iteration 10Q: 3 clusters Score -2638385 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -2638972.250000 Penalty: 982.123962
	Iteration 11Q: 3 clusters Score -2638972 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -2639361.250000 Penalty: 982.123962
	Iteration 12Q: 3 clusters Score -2639361 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -2639593.750000 Penalty: 982.123962
	Iteration 13Q: 3 clusters Score -2639594 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -2639687.750000 Penalty: 982.123962
	Iteration 14Q: 3 clusters Score -2639688 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -2639755.250000 Penalty: 982.123962
	Iteration 15Q: 3 clusters Score -2639755 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -2639785.750000 Penalty: 982.123962
	Iteration 16Q: 3 clusters Score -2639786 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2639801.000000 Penalty: 982.123962
	Iteration 17Q: 3 clusters Score -2639801 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -2639812.250000 Penalty: 982.123962
	Iteration 18Q: 3 clusters Score -2639812 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -2639826.250000 Penalty: 982.123962
	Iteration 19Q: 3 clusters Score -2639826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -2639831.500000 Penalty: 982.123962
	Iteration 20F: 3 clusters Score -2639832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -2639840.250000 Penalty: 982.123962
	Iteration 21Q: 3 clusters Score -2639840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2639849.000000 Penalty: 982.123962
	Iteration 22Q: 3 clusters Score -2639849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2639842.500000 Penalty: 982.123962
	Iteration 23Q: 3 clusters Score -2639842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -2639847.750000 Penalty: 982.123962
	Iteration 24Q: 3 clusters Score -2639848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -2639855.250000 Penalty: 982.123962
	Iteration 25Q: 3 clusters Score -2639855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -2639855.000000 Penalty: 982.123962
	Iteration 26Q: 3 clusters Score -2639855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -2639853.500000 Penalty: 982.123962
	Iteration 27Q: 3 clusters Score -2639854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2639853.750000 Penalty: 982.123962
	Iteration 28Q: 3 clusters Score -2639854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -2639855.000000 Penalty: 982.123962
	Iteration 29Q: 3 clusters Score -2639855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -2639854.000000 Penalty: 982.123962
	Iteration 30Q: 3 clusters Score -2639854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -2639847.250000 Penalty: 982.123962
	Iteration 31Q: 3 clusters Score -2639847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2639847.000000 Penalty: 982.123962
	Iteration 32Q: 3 clusters Score -2639847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2639848.750000 Penalty: 982.123962
	Iteration 33Q: 3 clusters Score -2639849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2639848.750000 Penalty: 982.123962
	Iteration 34Q: 3 clusters Score -2639849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -2639848.500000 Penalty: 982.123962
	Iteration 35Q: 3 clusters Score -2639848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -2639850.250000 Penalty: 982.123962
	Iteration 36Q: 3 clusters Score -2639850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -2639849.250000 Penalty: 982.123962
	Iteration 37Q: 3 clusters Score -2639849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2639848.750000 Penalty: 982.123962
	Iteration 38Q: 3 clusters Score -2639849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2639848.750000 Penalty: 982.123962
	Iteration 39F: 3 clusters Score -2639849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (143682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143682 members 
Entering Unmasked Estep 
Score: -7441365.500000 Penalty: 540.328796
	Iteration 0F: 2 clusters Score -7441366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 71790 members 
Entering Unmasked Estep 
Score: -7344608.500000 Penalty: 1080.657593
	Iteration 0F: 3 clusters Score -7344608 nChanged 70379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -7386616.000000 Penalty: 1080.657593
	Iteration 1F: 3 clusters Score -7386616 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80188 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -7387719.000000 Penalty: 1080.657593
	Iteration 2Q: 3 clusters Score -7387719 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84548 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -7389455.000000 Penalty: 1080.657593
	Iteration 3Q: 3 clusters Score -7389455 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -7392238.000000 Penalty: 1080.657593
	Iteration 4Q: 3 clusters Score -7392238 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -7397724.500000 Penalty: 1080.657593
	Iteration 5F: 3 clusters Score -7397724 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -7407917.000000 Penalty: 1080.657593
	Iteration 6F: 3 clusters Score -7407917 nChanged 14052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126658 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -7422328.000000 Penalty: 1080.657593
	Iteration 7F: 3 clusters Score -7422328 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137690 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -7434648.000000 Penalty: 1080.657593
	Iteration 8F: 3 clusters Score -7434648 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142451 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7439652.500000 Penalty: 1080.657593
	Iteration 9Q: 3 clusters Score -7439652 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143484 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7440657.000000 Penalty: 1080.657593
	Iteration 10Q: 3 clusters Score -7440657 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143622 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -7440818.500000 Penalty: 1080.657593
	Iteration 11Q: 3 clusters Score -7440818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -7440852.000000 Penalty: 1080.657593
	Iteration 12Q: 3 clusters Score -7440852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7440857.000000 Penalty: 1080.657593
	Iteration 13Q: 3 clusters Score -7440857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7440855.000000 Penalty: 1080.657593
	Iteration 14Q: 3 clusters Score -7440855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -7440855.000000 Penalty: 1080.657593
	Iteration 15F: 3 clusters Score -7440855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -6468.554199 Penalty: 233.678833
	Iteration 0F: 2 clusters Score -6468.554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6288.050781 Penalty: 467.357666
	Iteration 0F: 3 clusters Score -6288.051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6392.045410 Penalty: 467.357666
	Iteration 1F: 3 clusters Score -6392.045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6429.038086 Penalty: 467.357666
	Iteration 2F: 3 clusters Score -6429.038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6441.341309 Penalty: 467.357666
	Iteration 3Q: 3 clusters Score -6441.341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6444.325195 Penalty: 467.357666
	Iteration 4Q: 3 clusters Score -6444.325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6448.801270 Penalty: 467.357666
	Iteration 5Q: 3 clusters Score -6448.801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6451.324707 Penalty: 467.357666
	Iteration 6Q: 3 clusters Score -6451.325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6451.324707 Penalty: 467.357666
	Iteration 7F: 3 clusters Score -6451.325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -383301.968750 Penalty: 403.570404
	Iteration 0F: 2 clusters Score -383302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -378488.687500 Penalty: 807.140808
	Iteration 0F: 3 clusters Score -378488.7 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -380355.062500 Penalty: 807.140808
	Iteration 1F: 3 clusters Score -380355.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -380496.468750 Penalty: 807.140808
	Iteration 2F: 3 clusters Score -380496.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -380674.968750 Penalty: 807.140808
	Iteration 3Q: 3 clusters Score -380675 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -380898.625000 Penalty: 807.140808
	Iteration 4F: 3 clusters Score -380898.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -381208.156250 Penalty: 807.140808
	Iteration 5F: 3 clusters Score -381208.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -381611.125000 Penalty: 807.140808
	Iteration 6F: 3 clusters Score -381611.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -382023.875000 Penalty: 807.140808
	Iteration 7F: 3 clusters Score -382023.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -382300.718750 Penalty: 807.140808
	Iteration 8F: 3 clusters Score -382300.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -382478.093750 Penalty: 807.140808
	Iteration 9Q: 3 clusters Score -382478.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -382635.250000 Penalty: 807.140808
	Iteration 10Q: 3 clusters Score -382635.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -382782.156250 Penalty: 807.140808
	Iteration 11Q: 3 clusters Score -382782.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -382880.906250 Penalty: 807.140808
	Iteration 12Q: 3 clusters Score -382880.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -382953.531250 Penalty: 807.140808
	Iteration 13Q: 3 clusters Score -382953.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -383003.062500 Penalty: 807.140808
	Iteration 14Q: 3 clusters Score -383003.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -383031.250000 Penalty: 807.140808
	Iteration 15Q: 3 clusters Score -383031.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -383050.156250 Penalty: 807.140808
	Iteration 16Q: 3 clusters Score -383050.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -383057.656250 Penalty: 807.140808
	Iteration 17Q: 3 clusters Score -383057.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -383063.562500 Penalty: 807.140808
	Iteration 18Q: 3 clusters Score -383063.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -383066.156250 Penalty: 807.140808
	Iteration 19Q: 3 clusters Score -383066.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -383069.187500 Penalty: 807.140808
	Iteration 20F: 3 clusters Score -383069.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -383070.125000 Penalty: 807.140808
	Iteration 21Q: 3 clusters Score -383070.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -383071.812500 Penalty: 807.140808
	Iteration 22Q: 3 clusters Score -383071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -383072.937500 Penalty: 807.140808
	Iteration 23Q: 3 clusters Score -383072.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -383072.031250 Penalty: 807.140808
	Iteration 24Q: 3 clusters Score -383072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -383073.500000 Penalty: 807.140808
	Iteration 25Q: 3 clusters Score -383073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -383072.812500 Penalty: 807.140808
	Iteration 26Q: 3 clusters Score -383072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -383073.187500 Penalty: 807.140808
	Iteration 27Q: 3 clusters Score -383073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -383073.093750 Penalty: 807.140808
	Iteration 28Q: 3 clusters Score -383073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -383073.781250 Penalty: 807.140808
	Iteration 29Q: 3 clusters Score -383073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -383073.906250 Penalty: 807.140808
	Iteration 30Q: 3 clusters Score -383073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -383073.906250 Penalty: 807.140808
	Iteration 31F: 3 clusters Score -383073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Entering Unmasked Estep 
Score: -541861.625000 Penalty: 418.865295
	Iteration 0F: 2 clusters Score -541861.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -535236.875000 Penalty: 837.730591
	Iteration 0F: 3 clusters Score -535236.9 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -538024.625000 Penalty: 837.730591
	Iteration 1F: 3 clusters Score -538024.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -538532.500000 Penalty: 837.730591
	Iteration 2F: 3 clusters Score -538532.5 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -539224.187500 Penalty: 837.730591
	Iteration 3F: 3 clusters Score -539224.2 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -539923.562500 Penalty: 837.730591
	Iteration 4F: 3 clusters Score -539923.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -540474.000000 Penalty: 837.730591
	Iteration 5F: 3 clusters Score -540474 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -540915.875000 Penalty: 837.730591
	Iteration 6Q: 3 clusters Score -540915.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -541171.125000 Penalty: 837.730591
	Iteration 7Q: 3 clusters Score -541171.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -541289.187500 Penalty: 837.730591
	Iteration 8Q: 3 clusters Score -541289.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -541355.187500 Penalty: 837.730591
	Iteration 9Q: 3 clusters Score -541355.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -541400.500000 Penalty: 837.730591
	Iteration 10Q: 3 clusters Score -541400.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -541431.375000 Penalty: 837.730591
	Iteration 11Q: 3 clusters Score -541431.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -541452.750000 Penalty: 837.730591
	Iteration 12Q: 3 clusters Score -541452.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -541470.750000 Penalty: 837.730591
	Iteration 13Q: 3 clusters Score -541470.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -541483.187500 Penalty: 837.730591
	Iteration 14Q: 3 clusters Score -541483.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -541488.062500 Penalty: 837.730591
	Iteration 15Q: 3 clusters Score -541488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -541494.125000 Penalty: 837.730591
	Iteration 16Q: 3 clusters Score -541494.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -541498.687500 Penalty: 837.730591
	Iteration 17Q: 3 clusters Score -541498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -541500.500000 Penalty: 837.730591
	Iteration 18Q: 3 clusters Score -541500.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -541501.125000 Penalty: 837.730591
	Iteration 19Q: 3 clusters Score -541501.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -541502.937500 Penalty: 837.730591
	Iteration 20F: 3 clusters Score -541502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -541504.062500 Penalty: 837.730591
	Iteration 21Q: 3 clusters Score -541504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -541507.125000 Penalty: 837.730591
	Iteration 22Q: 3 clusters Score -541507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -541507.250000 Penalty: 837.730591
	Iteration 23Q: 3 clusters Score -541507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -541507.437500 Penalty: 837.730591
	Iteration 24Q: 3 clusters Score -541507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -541507.562500 Penalty: 837.730591
	Iteration 25Q: 3 clusters Score -541507.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -541507.562500 Penalty: 837.730591
	Iteration 26F: 3 clusters Score -541507.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (76882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Entering Unmasked Estep 
Score: -4203896.500000 Penalty: 511.876221
	Iteration 0F: 2 clusters Score -4203896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -4152366.250000 Penalty: 1023.752441
	Iteration 0F: 3 clusters Score -4152366 nChanged 37451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4174363.500000 Penalty: 1023.752441
	Iteration 1F: 3 clusters Score -4174364 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -4174814.500000 Penalty: 1023.752441
	Iteration 2Q: 3 clusters Score -4174814 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -4175315.750000 Penalty: 1023.752441
	Iteration 3Q: 3 clusters Score -4175316 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4176074.250000 Penalty: 1023.752441
	Iteration 4Q: 3 clusters Score -4176074 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -4177216.750000 Penalty: 1023.752441
	Iteration 5Q: 3 clusters Score -4177217 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -4179054.500000 Penalty: 1023.752441
	Iteration 6Q: 3 clusters Score -4179054 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -4182311.750000 Penalty: 1023.752441
	Iteration 7F: 3 clusters Score -4182312 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4187376.250000 Penalty: 1023.752441
	Iteration 8F: 3 clusters Score -4187376 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4193485.000000 Penalty: 1023.752441
	Iteration 9F: 3 clusters Score -4193485 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -4198342.500000 Penalty: 1023.752441
	Iteration 10F: 3 clusters Score -4198342 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4201301.000000 Penalty: 1023.752441
	Iteration 11Q: 3 clusters Score -4201301 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4202702.000000 Penalty: 1023.752441
	Iteration 12Q: 3 clusters Score -4202702 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4203195.500000 Penalty: 1023.752441
	Iteration 13Q: 3 clusters Score -4203196 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4203330.500000 Penalty: 1023.752441
	Iteration 14Q: 3 clusters Score -4203330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -4203396.500000 Penalty: 1023.752441
	Iteration 15Q: 3 clusters Score -4203396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -4203422.500000 Penalty: 1023.752441
	Iteration 16Q: 3 clusters Score -4203422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -4203428.500000 Penalty: 1023.752441
	Iteration 17Q: 3 clusters Score -4203428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -4203437.500000 Penalty: 1023.752441
	Iteration 18Q: 3 clusters Score -4203438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -4203444.000000 Penalty: 1023.752441
	Iteration 19Q: 3 clusters Score -4203444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -4203446.000000 Penalty: 1023.752441
	Iteration 20F: 3 clusters Score -4203446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -61772.355469 Penalty: 320.701599
	Iteration 0F: 2 clusters Score -61772.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -60890.644531 Penalty: 641.403198
	Iteration 0F: 3 clusters Score -60890.64 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61127.148438 Penalty: 641.403198
	Iteration 1F: 3 clusters Score -61127.15 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -61166.570312 Penalty: 641.403198
	Iteration 2F: 3 clusters Score -61166.57 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61197.109375 Penalty: 641.403198
	Iteration 3Q: 3 clusters Score -61197.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -61230.140625 Penalty: 641.403198
	Iteration 4Q: 3 clusters Score -61230.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61261.320312 Penalty: 641.403198
	Iteration 5Q: 3 clusters Score -61261.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -61283.687500 Penalty: 641.403198
	Iteration 6Q: 3 clusters Score -61283.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -61297.628906 Penalty: 641.403198
	Iteration 7Q: 3 clusters Score -61297.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -61314.621094 Penalty: 641.403198
	Iteration 8Q: 3 clusters Score -61314.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -61328.988281 Penalty: 641.403198
	Iteration 9Q: 3 clusters Score -61328.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -61340.937500 Penalty: 641.403198
	Iteration 10Q: 3 clusters Score -61340.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -61353.960938 Penalty: 641.403198
	Iteration 11Q: 3 clusters Score -61353.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -61364.984375 Penalty: 641.403198
	Iteration 12Q: 3 clusters Score -61364.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -61377.734375 Penalty: 641.403198
	Iteration 13Q: 3 clusters Score -61377.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -61391.156250 Penalty: 641.403198
	Iteration 14Q: 3 clusters Score -61391.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -61408.789062 Penalty: 641.403198
	Iteration 15Q: 3 clusters Score -61408.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61422.343750 Penalty: 641.403198
	Iteration 16Q: 3 clusters Score -61422.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -61425.421875 Penalty: 641.403198
	Iteration 17Q: 3 clusters Score -61425.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -61428.871094 Penalty: 641.403198
	Iteration 18Q: 3 clusters Score -61428.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61430.667969 Penalty: 641.403198
	Iteration 19Q: 3 clusters Score -61430.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61431.347656 Penalty: 641.403198
	Iteration 20F: 3 clusters Score -61431.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61433.253906 Penalty: 641.403198
	Iteration 21Q: 3 clusters Score -61433.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -61435.609375 Penalty: 641.403198
	Iteration 22Q: 3 clusters Score -61435.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -61437.109375 Penalty: 641.403198
	Iteration 23Q: 3 clusters Score -61437.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -61438.113281 Penalty: 641.403198
	Iteration 24Q: 3 clusters Score -61438.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -61439.312500 Penalty: 641.403198
	Iteration 25Q: 3 clusters Score -61439.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -61442.562500 Penalty: 641.403198
	Iteration 26Q: 3 clusters Score -61442.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -61445.328125 Penalty: 641.403198
	Iteration 27Q: 3 clusters Score -61445.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -61447.898438 Penalty: 641.403198
	Iteration 28Q: 3 clusters Score -61447.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -61450.535156 Penalty: 641.403198
	Iteration 29Q: 3 clusters Score -61450.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -61453.976562 Penalty: 641.403198
	Iteration 30Q: 3 clusters Score -61453.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -61456.933594 Penalty: 641.403198
	Iteration 31Q: 3 clusters Score -61456.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -61457.886719 Penalty: 641.403198
	Iteration 32Q: 3 clusters Score -61457.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -61458.992188 Penalty: 641.403198
	Iteration 33Q: 3 clusters Score -61458.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -61461.515625 Penalty: 641.403198
	Iteration 34Q: 3 clusters Score -61461.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -61466.441406 Penalty: 641.403198
	Iteration 35Q: 3 clusters Score -61466.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -61473.242188 Penalty: 641.403198
	Iteration 36Q: 3 clusters Score -61473.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -61477.425781 Penalty: 641.403198
	Iteration 37Q: 3 clusters Score -61477.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -61479.535156 Penalty: 641.403198
	Iteration 38Q: 3 clusters Score -61479.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -61480.894531 Penalty: 641.403198
	Iteration 39Q: 3 clusters Score -61480.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -61481.324219 Penalty: 641.403198
	Iteration 40F: 3 clusters Score -61481.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -61482.031250 Penalty: 641.403198
	Iteration 41Q: 3 clusters Score -61482.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -61483.148438 Penalty: 641.403198
	Iteration 42Q: 3 clusters Score -61483.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -61485.628906 Penalty: 641.403198
	Iteration 43Q: 3 clusters Score -61485.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -61488.917969 Penalty: 641.403198
	Iteration 44Q: 3 clusters Score -61488.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -61490.019531 Penalty: 641.403198
	Iteration 45Q: 3 clusters Score -61490.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -61490.324219 Penalty: 641.403198
	Iteration 46Q: 3 clusters Score -61490.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -61491.460938 Penalty: 641.403198
	Iteration 47Q: 3 clusters Score -61491.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -61491.601562 Penalty: 641.403198
	Iteration 48Q: 3 clusters Score -61491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -61491.601562 Penalty: 641.403198
	Iteration 49F: 3 clusters Score -61491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (22145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Entering Unmasked Estep 
Score: -1152444.375000 Penalty: 455.244202
	Iteration 0F: 2 clusters Score -1152444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1137725.625000 Penalty: 910.488403
	Iteration 0F: 3 clusters Score -1137726 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1143516.500000 Penalty: 910.488403
	Iteration 1F: 3 clusters Score -1143516 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1143811.125000 Penalty: 910.488403
	Iteration 2Q: 3 clusters Score -1143811 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1144175.375000 Penalty: 910.488403
	Iteration 3Q: 3 clusters Score -1144175 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1144687.625000 Penalty: 910.488403
	Iteration 4F: 3 clusters Score -1144688 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1145473.375000 Penalty: 910.488403
	Iteration 5F: 3 clusters Score -1145473 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1146639.875000 Penalty: 910.488403
	Iteration 6F: 3 clusters Score -1146640 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -1148243.875000 Penalty: 910.488403
	Iteration 7F: 3 clusters Score -1148244 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -1149759.500000 Penalty: 910.488403
	Iteration 8F: 3 clusters Score -1149760 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -1150711.750000 Penalty: 910.488403
	Iteration 9Q: 3 clusters Score -1150712 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -1151221.625000 Penalty: 910.488403
	Iteration 10Q: 3 clusters Score -1151222 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -1151494.125000 Penalty: 910.488403
	Iteration 11Q: 3 clusters Score -1151494 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -1151690.375000 Penalty: 910.488403
	Iteration 12Q: 3 clusters Score -1151690 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -1151837.000000 Penalty: 910.488403
	Iteration 13Q: 3 clusters Score -1151837 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -1151936.125000 Penalty: 910.488403
	Iteration 14Q: 3 clusters Score -1151936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -1152007.500000 Penalty: 910.488403
	Iteration 15Q: 3 clusters Score -1152008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -1152043.500000 Penalty: 910.488403
	Iteration 16Q: 3 clusters Score -1152044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -1152065.375000 Penalty: 910.488403
	Iteration 17Q: 3 clusters Score -1152065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -1152079.250000 Penalty: 910.488403
	Iteration 18Q: 3 clusters Score -1152079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -1152086.375000 Penalty: 910.488403
	Iteration 19Q: 3 clusters Score -1152086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -1152096.125000 Penalty: 910.488403
	Iteration 20F: 3 clusters Score -1152096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1152108.625000 Penalty: 910.488403
	Iteration 21Q: 3 clusters Score -1152109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -1152116.750000 Penalty: 910.488403
	Iteration 22Q: 3 clusters Score -1152117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -1152119.250000 Penalty: 910.488403
	Iteration 23Q: 3 clusters Score -1152119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -1152122.250000 Penalty: 910.488403
	Iteration 24Q: 3 clusters Score -1152122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -1152122.500000 Penalty: 910.488403
	Iteration 25Q: 3 clusters Score -1152122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -1152122.500000 Penalty: 910.488403
	Iteration 26F: 3 clusters Score -1152122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -13046.459961 Penalty: 257.664703
	Iteration 0F: 2 clusters Score -13046.46 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: -12695.203125 Penalty: 515.329407
	Iteration 0F: 3 clusters Score -12695.2 nChanged 84
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: -12764.626953 Penalty: 515.329407
	Iteration 1F: 3 clusters Score -12764.63 nChanged 20
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: -12782.840820 Penalty: 515.329407
	Iteration 2F: 3 clusters Score -12782.84 nChanged 5
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: -12786.078125 Penalty: 515.329407
	Iteration 3Q: 3 clusters Score -12786.08 nChanged 5
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: -12788.690430 Penalty: 515.329407
	Iteration 4Q: 3 clusters Score -12788.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12796.053711 Penalty: 515.329407
	Iteration 5Q: 3 clusters Score -12796.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -12810.654297 Penalty: 515.329407
	Iteration 6Q: 3 clusters Score -12810.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -12817.477539 Penalty: 515.329407
	Iteration 7Q: 3 clusters Score -12817.48 nChanged 9
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: -12827.032227 Penalty: 515.329407
	Iteration 8Q: 3 clusters Score -12827.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12841.549805 Penalty: 515.329407
	Iteration 9Q: 3 clusters Score -12841.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12853.910156 Penalty: 515.329407
	Iteration 10Q: 3 clusters Score -12853.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12865.844727 Penalty: 515.329407
	Iteration 11Q: 3 clusters Score -12865.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12872.646484 Penalty: 515.329407
	Iteration 12Q: 3 clusters Score -12872.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12879.900391 Penalty: 515.329407
	Iteration 13Q: 3 clusters Score -12879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -12884.731445 Penalty: 515.329407
	Iteration 14Q: 3 clusters Score -12884.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12892.610352 Penalty: 515.329407
	Iteration 15Q: 3 clusters Score -12892.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12902.910156 Penalty: 515.329407
	Iteration 16Q: 3 clusters Score -12902.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -12902.910156 Penalty: 515.329407
	Iteration 17F: 3 clusters Score -12902.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -137474.546875 Penalty: 357.550568
	Iteration 0F: 2 clusters Score -137474.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -135608.125000 Penalty: 715.101135
	Iteration 0F: 3 clusters Score -135608.1 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -136254.390625 Penalty: 715.101135
	Iteration 1F: 3 clusters Score -136254.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -136336.765625 Penalty: 715.101135
	Iteration 2F: 3 clusters Score -136336.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -136445.703125 Penalty: 715.101135
	Iteration 3F: 3 clusters Score -136445.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -136610.140625 Penalty: 715.101135
	Iteration 4F: 3 clusters Score -136610.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -136779.390625 Penalty: 715.101135
	Iteration 5F: 3 clusters Score -136779.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -136948.031250 Penalty: 715.101135
	Iteration 6F: 3 clusters Score -136948 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -137088.375000 Penalty: 715.101135
	Iteration 7F: 3 clusters Score -137088.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -137214.187500 Penalty: 715.101135
	Iteration 8F: 3 clusters Score -137214.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -137320.765625 Penalty: 715.101135
	Iteration 9F: 3 clusters Score -137320.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -137383.781250 Penalty: 715.101135
	Iteration 10Q: 3 clusters Score -137383.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -137423.968750 Penalty: 715.101135
	Iteration 11Q: 3 clusters Score -137424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -137454.421875 Penalty: 715.101135
	Iteration 12Q: 3 clusters Score -137454.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -137486.015625 Penalty: 715.101135
	Iteration 13Q: 3 clusters Score -137486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -137501.703125 Penalty: 715.101135
	Iteration 14Q: 3 clusters Score -137501.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -137508.015625 Penalty: 715.101135
	Iteration 15Q: 3 clusters Score -137508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -137510.421875 Penalty: 715.101135
	Iteration 16Q: 3 clusters Score -137510.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -137511.343750 Penalty: 715.101135
	Iteration 17Q: 3 clusters Score -137511.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -137511.703125 Penalty: 715.101135
	Iteration 18Q: 3 clusters Score -137511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -137511.859375 Penalty: 715.101135
	Iteration 19Q: 3 clusters Score -137511.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -137511.859375 Penalty: 715.101135
	Iteration 20F: 3 clusters Score -137511.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 57699 members 
Mstep: Class 3 contains 74129 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 47130 members 
Mstep: Class 6 contains 96658 members 
Mstep: Class 7 contains 4764 members 
Mstep: Class 8 contains 155411 members 
Mstep: Class 9 contains 73789 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 14 contains 85687 members 
Mstep: Class 15 contains 14116 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 7379 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 84104 members 
Mstep: Class 20 contains 11330 members 
Mstep: Class 21 contains 72651 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41441 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 2117 members 
Mstep: Class 26 contains 48658 members 
Mstep: Class 27 contains 143682 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 9955 members 
Mstep: Class 31 contains 76882 members 
Mstep: Class 32 contains 1151 members 
Mstep: Class 33 contains 22145 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 759 members 
Mstep: Class 36 contains 87288 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 16398 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 89941 members 
Mstep: Class 42 contains 10573 members 
Mstep: Class 43 contains 17543 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 62764 members 
Mstep: Class 46 contains 78058 members 
Mstep: Class 47 contains 79195 members 
Mstep: Class 48 contains 1828 members 
Entering Unmasked Estep 
Score: -87423384.000000 Penalty: 31370.535156
Splitting cluster 35 changes total score from -87421288.000000 to -87423384.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 36 (87288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Entering Unmasked Estep 
Score: -4771554.000000 Penalty: 517.652039
	Iteration 0F: 2 clusters Score -4771554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -4713610.500000 Penalty: 1035.304077
	Iteration 0F: 3 clusters Score -4713610 nChanged 42537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -4738872.000000 Penalty: 1035.304077
	Iteration 1F: 3 clusters Score -4738872 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4739665.500000 Penalty: 1035.304077
	Iteration 2Q: 3 clusters Score -4739666 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4740935.000000 Penalty: 1035.304077
	Iteration 3Q: 3 clusters Score -4740935 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -4743336.000000 Penalty: 1035.304077
	Iteration 4F: 3 clusters Score -4743336 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4747695.000000 Penalty: 1035.304077
	Iteration 5F: 3 clusters Score -4747695 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -4755006.000000 Penalty: 1035.304077
	Iteration 6F: 3 clusters Score -4755006 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78924 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -4763037.500000 Penalty: 1035.304077
	Iteration 7F: 3 clusters Score -4763038 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4768178.000000 Penalty: 1035.304077
	Iteration 8F: 3 clusters Score -4768178 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4770251.000000 Penalty: 1035.304077
	Iteration 9Q: 3 clusters Score -4770251 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4770829.500000 Penalty: 1035.304077
	Iteration 10Q: 3 clusters Score -4770830 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4771005.000000 Penalty: 1035.304077
	Iteration 11Q: 3 clusters Score -4771005 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4771063.500000 Penalty: 1035.304077
	Iteration 12Q: 3 clusters Score -4771064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87194 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4771094.000000 Penalty: 1035.304077
	Iteration 13Q: 3 clusters Score -4771094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4771114.500000 Penalty: 1035.304077
	Iteration 14Q: 3 clusters Score -4771114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87211 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -4771127.000000 Penalty: 1035.304077
	Iteration 15Q: 3 clusters Score -4771127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4771136.500000 Penalty: 1035.304077
	Iteration 16Q: 3 clusters Score -4771136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -4771137.000000 Penalty: 1035.304077
	Iteration 17Q: 3 clusters Score -4771137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4771138.500000 Penalty: 1035.304077
	Iteration 18Q: 3 clusters Score -4771138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4771138.500000 Penalty: 1035.304077
	Iteration 19F: 3 clusters Score -4771138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Entering Unmasked Estep 
Score: -413825.843750 Penalty: 410.240265
	Iteration 0F: 2 clusters Score -413825.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -408333.531250 Penalty: 820.480530
	Iteration 0F: 3 clusters Score -408333.5 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -410489.968750 Penalty: 820.480530
	Iteration 1F: 3 clusters Score -410490 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -410635.062500 Penalty: 820.480530
	Iteration 2Q: 3 clusters Score -410635.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -410769.531250 Penalty: 820.480530
	Iteration 3Q: 3 clusters Score -410769.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -410933.843750 Penalty: 820.480530
	Iteration 4Q: 3 clusters Score -410933.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -411178.281250 Penalty: 820.480530
	Iteration 5F: 3 clusters Score -411178.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -411510.468750 Penalty: 820.480530
	Iteration 6F: 3 clusters Score -411510.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -411940.937500 Penalty: 820.480530
	Iteration 7F: 3 clusters Score -411940.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -412455.812500 Penalty: 820.480530
	Iteration 8F: 3 clusters Score -412455.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -412908.125000 Penalty: 820.480530
	Iteration 9F: 3 clusters Score -412908.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -413168.750000 Penalty: 820.480530
	Iteration 10Q: 3 clusters Score -413168.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -413315.531250 Penalty: 820.480530
	Iteration 11Q: 3 clusters Score -413315.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -413389.000000 Penalty: 820.480530
	Iteration 12Q: 3 clusters Score -413389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -413423.687500 Penalty: 820.480530
	Iteration 13Q: 3 clusters Score -413423.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -413434.531250 Penalty: 820.480530
	Iteration 14Q: 3 clusters Score -413434.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -413442.656250 Penalty: 820.480530
	Iteration 15Q: 3 clusters Score -413442.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -413449.406250 Penalty: 820.480530
	Iteration 16Q: 3 clusters Score -413449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -413449.625000 Penalty: 820.480530
	Iteration 17Q: 3 clusters Score -413449.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -413449.625000 Penalty: 820.480530
	Iteration 18F: 3 clusters Score -413449.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (16398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Entering Unmasked Estep 
Score: -927488.812500 Penalty: 441.573639
	Iteration 0F: 2 clusters Score -927488.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -916553.875000 Penalty: 883.147278
	Iteration 0F: 3 clusters Score -916553.9 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -920982.312500 Penalty: 883.147278
	Iteration 1F: 3 clusters Score -920982.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -921142.812500 Penalty: 883.147278
	Iteration 2Q: 3 clusters Score -921142.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -921294.062500 Penalty: 883.147278
	Iteration 3Q: 3 clusters Score -921294.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -921453.250000 Penalty: 883.147278
	Iteration 4Q: 3 clusters Score -921453.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -921694.562500 Penalty: 883.147278
	Iteration 5Q: 3 clusters Score -921694.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -922115.875000 Penalty: 883.147278
	Iteration 6Q: 3 clusters Score -922115.9 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -922876.500000 Penalty: 883.147278
	Iteration 7F: 3 clusters Score -922876.5 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -924099.562500 Penalty: 883.147278
	Iteration 8F: 3 clusters Score -924099.6 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -925462.062500 Penalty: 883.147278
	Iteration 9F: 3 clusters Score -925462.1 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -926465.750000 Penalty: 883.147278
	Iteration 10F: 3 clusters Score -926465.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -926925.187500 Penalty: 883.147278
	Iteration 11Q: 3 clusters Score -926925.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -927042.812500 Penalty: 883.147278
	Iteration 12Q: 3 clusters Score -927042.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -927078.125000 Penalty: 883.147278
	Iteration 13Q: 3 clusters Score -927078.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -927093.375000 Penalty: 883.147278
	Iteration 14Q: 3 clusters Score -927093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -927100.187500 Penalty: 883.147278
	Iteration 15Q: 3 clusters Score -927100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -927104.750000 Penalty: 883.147278
	Iteration 16Q: 3 clusters Score -927104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -927106.625000 Penalty: 883.147278
	Iteration 17Q: 3 clusters Score -927106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -927107.000000 Penalty: 883.147278
	Iteration 18Q: 3 clusters Score -927107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -927107.000000 Penalty: 883.147278
	Iteration 19F: 3 clusters Score -927107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Entering Unmasked Estep 
Score: -372538.781250 Penalty: 402.101288
	Iteration 0F: 2 clusters Score -372538.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -367924.875000 Penalty: 804.202576
	Iteration 0F: 3 clusters Score -367924.9 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -369737.281250 Penalty: 804.202576
	Iteration 1F: 3 clusters Score -369737.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -370068.625000 Penalty: 804.202576
	Iteration 2F: 3 clusters Score -370068.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -370480.718750 Penalty: 804.202576
	Iteration 3F: 3 clusters Score -370480.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -370906.656250 Penalty: 804.202576
	Iteration 4F: 3 clusters Score -370906.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -371313.125000 Penalty: 804.202576
	Iteration 5F: 3 clusters Score -371313.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -371675.906250 Penalty: 804.202576
	Iteration 6F: 3 clusters Score -371675.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -371922.218750 Penalty: 804.202576
	Iteration 7F: 3 clusters Score -371922.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -372069.875000 Penalty: 804.202576
	Iteration 8Q: 3 clusters Score -372069.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -372154.937500 Penalty: 804.202576
	Iteration 9Q: 3 clusters Score -372154.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -372212.218750 Penalty: 804.202576
	Iteration 10Q: 3 clusters Score -372212.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -372266.781250 Penalty: 804.202576
	Iteration 11Q: 3 clusters Score -372266.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -372310.937500 Penalty: 804.202576
	Iteration 12Q: 3 clusters Score -372310.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -372339.562500 Penalty: 804.202576
	Iteration 13Q: 3 clusters Score -372339.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -372353.812500 Penalty: 804.202576
	Iteration 14Q: 3 clusters Score -372353.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -372361.375000 Penalty: 804.202576
	Iteration 15Q: 3 clusters Score -372361.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -372366.218750 Penalty: 804.202576
	Iteration 16Q: 3 clusters Score -372366.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -372370.968750 Penalty: 804.202576
	Iteration 17Q: 3 clusters Score -372371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -372372.343750 Penalty: 804.202576
	Iteration 18Q: 3 clusters Score -372372.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -372375.250000 Penalty: 804.202576
	Iteration 19Q: 3 clusters Score -372375.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -372376.625000 Penalty: 804.202576
	Iteration 20F: 3 clusters Score -372376.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -372377.843750 Penalty: 804.202576
	Iteration 21Q: 3 clusters Score -372377.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -372379.218750 Penalty: 804.202576
	Iteration 22Q: 3 clusters Score -372379.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -372380.625000 Penalty: 804.202576
	Iteration 23Q: 3 clusters Score -372380.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -372380.500000 Penalty: 804.202576
	Iteration 24Q: 3 clusters Score -372380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -372380.468750 Penalty: 804.202576
	Iteration 25Q: 3 clusters Score -372380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -372381.406250 Penalty: 804.202576
	Iteration 26Q: 3 clusters Score -372381.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -372381.375000 Penalty: 804.202576
	Iteration 27Q: 3 clusters Score -372381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -372381.750000 Penalty: 804.202576
	Iteration 28Q: 3 clusters Score -372381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -372381.312500 Penalty: 804.202576
	Iteration 29Q: 3 clusters Score -372381.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -372381.312500 Penalty: 804.202576
	Iteration 30F: 3 clusters Score -372381.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -93797.460938 Penalty: 340.282440
	Iteration 0F: 2 clusters Score -93797.46 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 908 members 
Entering Unmasked Estep 
Score: -92477.320312 Penalty: 680.564880
	Iteration 0F: 3 clusters Score -92477.32 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -92918.140625 Penalty: 680.564880
	Iteration 1F: 3 clusters Score -92918.14 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -93070.781250 Penalty: 680.564880
	Iteration 2F: 3 clusters Score -93070.78 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -93193.335938 Penalty: 680.564880
	Iteration 3F: 3 clusters Score -93193.34 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -93323.093750 Penalty: 680.564880
	Iteration 4F: 3 clusters Score -93323.09 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -93434.820312 Penalty: 680.564880
	Iteration 5F: 3 clusters Score -93434.82 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -93502.882812 Penalty: 680.564880
	Iteration 6Q: 3 clusters Score -93502.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -93541.101562 Penalty: 680.564880
	Iteration 7Q: 3 clusters Score -93541.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -93564.804688 Penalty: 680.564880
	Iteration 8Q: 3 clusters Score -93564.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -93583.367188 Penalty: 680.564880
	Iteration 9Q: 3 clusters Score -93583.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -93602.882812 Penalty: 680.564880
	Iteration 10Q: 3 clusters Score -93602.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -93609.781250 Penalty: 680.564880
	Iteration 11Q: 3 clusters Score -93609.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -93615.148438 Penalty: 680.564880
	Iteration 12Q: 3 clusters Score -93615.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -93619.476562 Penalty: 680.564880
	Iteration 13Q: 3 clusters Score -93619.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -93621.328125 Penalty: 680.564880
	Iteration 14Q: 3 clusters Score -93621.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -93622.859375 Penalty: 680.564880
	Iteration 15Q: 3 clusters Score -93622.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -93624.476562 Penalty: 680.564880
	Iteration 16Q: 3 clusters Score -93624.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -93625.382812 Penalty: 680.564880
	Iteration 17Q: 3 clusters Score -93625.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -93625.750000 Penalty: 680.564880
	Iteration 18Q: 3 clusters Score -93625.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -93625.820312 Penalty: 680.564880
	Iteration 19Q: 3 clusters Score -93625.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -93626.343750 Penalty: 680.564880
	Iteration 20F: 3 clusters Score -93626.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -93629.218750 Penalty: 680.564880
	Iteration 21Q: 3 clusters Score -93629.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -93631.210938 Penalty: 680.564880
	Iteration 22Q: 3 clusters Score -93631.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -93632.750000 Penalty: 680.564880
	Iteration 23Q: 3 clusters Score -93632.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -93633.562500 Penalty: 680.564880
	Iteration 24Q: 3 clusters Score -93633.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -93634.664062 Penalty: 680.564880
	Iteration 25Q: 3 clusters Score -93634.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -93634.664062 Penalty: 680.564880
	Iteration 26F: 3 clusters Score -93634.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (89941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89941 members 
Entering Unmasked Estep 
Score: -4959931.500000 Penalty: 519.014343
	Iteration 0F: 2 clusters Score -4959932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -4900150.000000 Penalty: 1038.028687
	Iteration 0F: 3 clusters Score -4900150 nChanged 44226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4926452.000000 Penalty: 1038.028687
	Iteration 1F: 3 clusters Score -4926452 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -4927825.500000 Penalty: 1038.028687
	Iteration 2Q: 3 clusters Score -4927826 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4930166.000000 Penalty: 1038.028687
	Iteration 3F: 3 clusters Score -4930166 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -4934031.500000 Penalty: 1038.028687
	Iteration 4F: 3 clusters Score -4934032 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4939367.500000 Penalty: 1038.028687
	Iteration 5F: 3 clusters Score -4939368 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4945108.500000 Penalty: 1038.028687
	Iteration 6F: 3 clusters Score -4945108 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -4949851.000000 Penalty: 1038.028687
	Iteration 7F: 3 clusters Score -4949851 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68346 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -4952751.500000 Penalty: 1038.028687
	Iteration 8Q: 3 clusters Score -4952752 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -4954511.000000 Penalty: 1038.028687
	Iteration 9Q: 3 clusters Score -4954511 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -4955876.000000 Penalty: 1038.028687
	Iteration 10Q: 3 clusters Score -4955876 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4957160.500000 Penalty: 1038.028687
	Iteration 11Q: 3 clusters Score -4957160 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -4958273.500000 Penalty: 1038.028687
	Iteration 12Q: 3 clusters Score -4958274 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -4959162.500000 Penalty: 1038.028687
	Iteration 13Q: 3 clusters Score -4959162 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4959705.500000 Penalty: 1038.028687
	Iteration 14Q: 3 clusters Score -4959706 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -4959957.000000 Penalty: 1038.028687
	Iteration 15Q: 3 clusters Score -4959957 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -4960099.000000 Penalty: 1038.028687
	Iteration 16Q: 3 clusters Score -4960099 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -4960138.500000 Penalty: 1038.028687
	Iteration 17Q: 3 clusters Score -4960138 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -4960167.000000 Penalty: 1038.028687
	Iteration 18Q: 3 clusters Score -4960167 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -4960180.500000 Penalty: 1038.028687
	Iteration 19Q: 3 clusters Score -4960180 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -4960233.500000 Penalty: 1038.028687
	Iteration 20F: 3 clusters Score -4960234 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -4960249.500000 Penalty: 1038.028687
	Iteration 21Q: 3 clusters Score -4960250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67609 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4960247.000000 Penalty: 1038.028687
	Iteration 22Q: 3 clusters Score -4960247 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -4960230.500000 Penalty: 1038.028687
	Iteration 23Q: 3 clusters Score -4960230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4960235.000000 Penalty: 1038.028687
	Iteration 24Q: 3 clusters Score -4960235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4960242.500000 Penalty: 1038.028687
	Iteration 25Q: 3 clusters Score -4960242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -4960246.500000 Penalty: 1038.028687
	Iteration 26Q: 3 clusters Score -4960246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -4960241.000000 Penalty: 1038.028687
	Iteration 27Q: 3 clusters Score -4960241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4960244.000000 Penalty: 1038.028687
	Iteration 28Q: 3 clusters Score -4960244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -4960237.000000 Penalty: 1038.028687
	Iteration 29Q: 3 clusters Score -4960237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4960240.500000 Penalty: 1038.028687
	Iteration 30Q: 3 clusters Score -4960240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67549 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -4960238.000000 Penalty: 1038.028687
	Iteration 31Q: 3 clusters Score -4960238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -4960237.500000 Penalty: 1038.028687
	Iteration 32Q: 3 clusters Score -4960238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4960231.000000 Penalty: 1038.028687
	Iteration 33Q: 3 clusters Score -4960231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67506 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -4960241.500000 Penalty: 1038.028687
	Iteration 34Q: 3 clusters Score -4960242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -4960224.000000 Penalty: 1038.028687
	Iteration 35Q: 3 clusters Score -4960224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -4960229.500000 Penalty: 1038.028687
	Iteration 36Q: 3 clusters Score -4960230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4960229.000000 Penalty: 1038.028687
	Iteration 37Q: 3 clusters Score -4960229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -4960229.000000 Penalty: 1038.028687
	Iteration 38Q: 3 clusters Score -4960229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -4960232.000000 Penalty: 1038.028687
	Iteration 39Q: 3 clusters Score -4960232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -4960236.500000 Penalty: 1038.028687
	Iteration 40F: 3 clusters Score -4960236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67467 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -4960240.500000 Penalty: 1038.028687
	Iteration 41Q: 3 clusters Score -4960240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -4960245.000000 Penalty: 1038.028687
	Iteration 42Q: 3 clusters Score -4960245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67471 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -4960236.000000 Penalty: 1038.028687
	Iteration 43Q: 3 clusters Score -4960236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -4960231.500000 Penalty: 1038.028687
	Iteration 44Q: 3 clusters Score -4960232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67469 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -4960239.500000 Penalty: 1038.028687
	Iteration 45Q: 3 clusters Score -4960240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67469 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -4960239.500000 Penalty: 1038.028687
	Iteration 46F: 3 clusters Score -4960240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 57699 members 
Mstep: Class 3 contains 74129 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 47130 members 
Mstep: Class 6 contains 96658 members 
Mstep: Class 7 contains 4764 members 
Mstep: Class 8 contains 155411 members 
Mstep: Class 9 contains 73789 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 14 contains 85687 members 
Mstep: Class 15 contains 14116 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 7379 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 84104 members 
Mstep: Class 20 contains 11330 members 
Mstep: Class 21 contains 72651 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41441 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 2117 members 
Mstep: Class 26 contains 48658 members 
Mstep: Class 27 contains 143682 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 9955 members 
Mstep: Class 31 contains 76882 members 
Mstep: Class 32 contains 1151 members 
Mstep: Class 33 contains 22145 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 759 members 
Mstep: Class 36 contains 87288 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 16398 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 67469 members 
Mstep: Class 42 contains 10573 members 
Mstep: Class 43 contains 17543 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 62764 members 
Mstep: Class 46 contains 78058 members 
Mstep: Class 47 contains 79195 members 
Mstep: Class 48 contains 1828 members 
Mstep: Class 49 contains 22472 members 
Entering Unmasked Estep 
Score: -87423248.000000 Penalty: 32024.087891
Splitting cluster 41 changes total score from -87421288.000000 to -87423248.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 42 (10573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Entering Unmasked Estep 
Score: -587444.750000 Penalty: 421.605682
	Iteration 0F: 2 clusters Score -587444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -580381.875000 Penalty: 843.211365
	Iteration 0F: 3 clusters Score -580381.9 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -583353.937500 Penalty: 843.211365
	Iteration 1F: 3 clusters Score -583353.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -583626.000000 Penalty: 843.211365
	Iteration 2F: 3 clusters Score -583626 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -583940.437500 Penalty: 843.211365
	Iteration 3F: 3 clusters Score -583940.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -584233.687500 Penalty: 843.211365
	Iteration 4F: 3 clusters Score -584233.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -584546.000000 Penalty: 843.211365
	Iteration 5F: 3 clusters Score -584546 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -584907.812500 Penalty: 843.211365
	Iteration 6Q: 3 clusters Score -584907.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -585267.750000 Penalty: 843.211365
	Iteration 7Q: 3 clusters Score -585267.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -585569.500000 Penalty: 843.211365
	Iteration 8Q: 3 clusters Score -585569.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -585792.062500 Penalty: 843.211365
	Iteration 9Q: 3 clusters Score -585792.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -585950.500000 Penalty: 843.211365
	Iteration 10Q: 3 clusters Score -585950.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -586122.812500 Penalty: 843.211365
	Iteration 11Q: 3 clusters Score -586122.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -586272.000000 Penalty: 843.211365
	Iteration 12Q: 3 clusters Score -586272 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -586407.312500 Penalty: 843.211365
	Iteration 13Q: 3 clusters Score -586407.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -586523.875000 Penalty: 843.211365
	Iteration 14Q: 3 clusters Score -586523.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -586621.437500 Penalty: 843.211365
	Iteration 15Q: 3 clusters Score -586621.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -586702.562500 Penalty: 843.211365
	Iteration 16Q: 3 clusters Score -586702.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -586764.437500 Penalty: 843.211365
	Iteration 17Q: 3 clusters Score -586764.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -586815.375000 Penalty: 843.211365
	Iteration 18Q: 3 clusters Score -586815.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -586855.500000 Penalty: 843.211365
	Iteration 19Q: 3 clusters Score -586855.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -586872.562500 Penalty: 843.211365
	Iteration 20F: 3 clusters Score -586872.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -586886.562500 Penalty: 843.211365
	Iteration 21Q: 3 clusters Score -586886.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -586906.750000 Penalty: 843.211365
	Iteration 22Q: 3 clusters Score -586906.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -586923.625000 Penalty: 843.211365
	Iteration 23Q: 3 clusters Score -586923.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -586949.187500 Penalty: 843.211365
	Iteration 24Q: 3 clusters Score -586949.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -586977.687500 Penalty: 843.211365
	Iteration 25Q: 3 clusters Score -586977.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -586998.062500 Penalty: 843.211365
	Iteration 26Q: 3 clusters Score -586998.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -587013.750000 Penalty: 843.211365
	Iteration 27Q: 3 clusters Score -587013.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -587023.625000 Penalty: 843.211365
	Iteration 28Q: 3 clusters Score -587023.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -587028.687500 Penalty: 843.211365
	Iteration 29Q: 3 clusters Score -587028.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -587032.500000 Penalty: 843.211365
	Iteration 30Q: 3 clusters Score -587032.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -587039.125000 Penalty: 843.211365
	Iteration 31Q: 3 clusters Score -587039.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -587045.062500 Penalty: 843.211365
	Iteration 32Q: 3 clusters Score -587045.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -587050.687500 Penalty: 843.211365
	Iteration 33Q: 3 clusters Score -587050.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -587054.750000 Penalty: 843.211365
	Iteration 34Q: 3 clusters Score -587054.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -587057.875000 Penalty: 843.211365
	Iteration 35Q: 3 clusters Score -587057.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -587061.062500 Penalty: 843.211365
	Iteration 36Q: 3 clusters Score -587061.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -587063.000000 Penalty: 843.211365
	Iteration 37Q: 3 clusters Score -587063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -587064.687500 Penalty: 843.211365
	Iteration 38Q: 3 clusters Score -587064.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -587066.375000 Penalty: 843.211365
	Iteration 39Q: 3 clusters Score -587066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -587066.562500 Penalty: 843.211365
	Iteration 40F: 3 clusters Score -587066.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -587067.812500 Penalty: 843.211365
	Iteration 41Q: 3 clusters Score -587067.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -587068.187500 Penalty: 843.211365
	Iteration 42Q: 3 clusters Score -587068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -587068.937500 Penalty: 843.211365
	Iteration 43Q: 3 clusters Score -587068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -587070.187500 Penalty: 843.211365
	Iteration 44Q: 3 clusters Score -587070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -587070.375000 Penalty: 843.211365
	Iteration 45Q: 3 clusters Score -587070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -587072.500000 Penalty: 843.211365
	Iteration 46Q: 3 clusters Score -587072.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -587072.937500 Penalty: 843.211365
	Iteration 47Q: 3 clusters Score -587072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -587073.625000 Penalty: 843.211365
	Iteration 48Q: 3 clusters Score -587073.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -587077.437500 Penalty: 843.211365
	Iteration 49Q: 3 clusters Score -587077.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -587080.750000 Penalty: 843.211365
	Iteration 50Q: 3 clusters Score -587080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -587082.750000 Penalty: 843.211365
	Iteration 51Q: 3 clusters Score -587082.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -587086.437500 Penalty: 843.211365
	Iteration 52Q: 3 clusters Score -587086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -587086.437500 Penalty: 843.211365
	Iteration 53Q: 3 clusters Score -587086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -587086.625000 Penalty: 843.211365
	Iteration 54Q: 3 clusters Score -587086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -587087.125000 Penalty: 843.211365
	Iteration 55Q: 3 clusters Score -587087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -587087.125000 Penalty: 843.211365
	Iteration 56F: 3 clusters Score -587087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (17543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Entering Unmasked Estep 
Score: -953452.875000 Penalty: 444.644684
	Iteration 0F: 2 clusters Score -953452.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -941812.687500 Penalty: 889.289368
	Iteration 0F: 3 clusters Score -941812.7 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -946780.625000 Penalty: 889.289368
	Iteration 1F: 3 clusters Score -946780.6 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -947348.625000 Penalty: 889.289368
	Iteration 2F: 3 clusters Score -947348.6 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -948217.812500 Penalty: 889.289368
	Iteration 3F: 3 clusters Score -948217.8 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -949426.625000 Penalty: 889.289368
	Iteration 4F: 3 clusters Score -949426.6 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -950713.125000 Penalty: 889.289368
	Iteration 5F: 3 clusters Score -950713.1 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -951713.000000 Penalty: 889.289368
	Iteration 6F: 3 clusters Score -951713 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -952302.125000 Penalty: 889.289368
	Iteration 7Q: 3 clusters Score -952302.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -952611.875000 Penalty: 889.289368
	Iteration 8Q: 3 clusters Score -952611.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -952791.812500 Penalty: 889.289368
	Iteration 9Q: 3 clusters Score -952791.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -952897.125000 Penalty: 889.289368
	Iteration 10Q: 3 clusters Score -952897.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -952944.312500 Penalty: 889.289368
	Iteration 11Q: 3 clusters Score -952944.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -952971.312500 Penalty: 889.289368
	Iteration 12Q: 3 clusters Score -952971.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -952994.625000 Penalty: 889.289368
	Iteration 13Q: 3 clusters Score -952994.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -953018.812500 Penalty: 889.289368
	Iteration 14Q: 3 clusters Score -953018.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -953035.562500 Penalty: 889.289368
	Iteration 15Q: 3 clusters Score -953035.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -953044.812500 Penalty: 889.289368
	Iteration 16Q: 3 clusters Score -953044.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -953056.375000 Penalty: 889.289368
	Iteration 17Q: 3 clusters Score -953056.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -953069.750000 Penalty: 889.289368
	Iteration 18Q: 3 clusters Score -953069.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -953078.187500 Penalty: 889.289368
	Iteration 19Q: 3 clusters Score -953078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -953082.937500 Penalty: 889.289368
	Iteration 20F: 3 clusters Score -953082.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -953085.625000 Penalty: 889.289368
	Iteration 21Q: 3 clusters Score -953085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -953085.937500 Penalty: 889.289368
	Iteration 22Q: 3 clusters Score -953085.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -953085.937500 Penalty: 889.289368
	Iteration 23F: 3 clusters Score -953085.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Entering Unmasked Estep 
Score: -212880.406250 Penalty: 377.583527
	Iteration 0F: 2 clusters Score -212880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -210241.375000 Penalty: 755.167053
	Iteration 0F: 3 clusters Score -210241.4 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -211222.984375 Penalty: 755.167053
	Iteration 1F: 3 clusters Score -211223 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -211412.140625 Penalty: 755.167053
	Iteration 2F: 3 clusters Score -211412.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -211604.375000 Penalty: 755.167053
	Iteration 3F: 3 clusters Score -211604.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -211783.609375 Penalty: 755.167053
	Iteration 4F: 3 clusters Score -211783.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -211943.484375 Penalty: 755.167053
	Iteration 5F: 3 clusters Score -211943.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -212085.968750 Penalty: 755.167053
	Iteration 6Q: 3 clusters Score -212086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -212162.062500 Penalty: 755.167053
	Iteration 7Q: 3 clusters Score -212162.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -212198.531250 Penalty: 755.167053
	Iteration 8Q: 3 clusters Score -212198.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -212229.296875 Penalty: 755.167053
	Iteration 9Q: 3 clusters Score -212229.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -212250.468750 Penalty: 755.167053
	Iteration 10Q: 3 clusters Score -212250.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -212271.218750 Penalty: 755.167053
	Iteration 11Q: 3 clusters Score -212271.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -212284.500000 Penalty: 755.167053
	Iteration 12Q: 3 clusters Score -212284.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -212294.609375 Penalty: 755.167053
	Iteration 13Q: 3 clusters Score -212294.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -212301.468750 Penalty: 755.167053
	Iteration 14Q: 3 clusters Score -212301.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -212309.453125 Penalty: 755.167053
	Iteration 15Q: 3 clusters Score -212309.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -212315.718750 Penalty: 755.167053
	Iteration 16Q: 3 clusters Score -212315.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -212320.875000 Penalty: 755.167053
	Iteration 17Q: 3 clusters Score -212320.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -212323.640625 Penalty: 755.167053
	Iteration 18Q: 3 clusters Score -212323.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -212325.687500 Penalty: 755.167053
	Iteration 19Q: 3 clusters Score -212325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -212326.187500 Penalty: 755.167053
	Iteration 20F: 3 clusters Score -212326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -212327.421875 Penalty: 755.167053
	Iteration 21Q: 3 clusters Score -212327.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -212327.390625 Penalty: 755.167053
	Iteration 22Q: 3 clusters Score -212327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -212327.937500 Penalty: 755.167053
	Iteration 23Q: 3 clusters Score -212327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -212328.265625 Penalty: 755.167053
	Iteration 24Q: 3 clusters Score -212328.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -212329.343750 Penalty: 755.167053
	Iteration 25Q: 3 clusters Score -212329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -212329.625000 Penalty: 755.167053
	Iteration 26Q: 3 clusters Score -212329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -212329.828125 Penalty: 755.167053
	Iteration 27Q: 3 clusters Score -212329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -212330.046875 Penalty: 755.167053
	Iteration 28Q: 3 clusters Score -212330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -212330.015625 Penalty: 755.167053
	Iteration 29Q: 3 clusters Score -212330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -212330.625000 Penalty: 755.167053
	Iteration 30Q: 3 clusters Score -212330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -212330.921875 Penalty: 755.167053
	Iteration 31Q: 3 clusters Score -212330.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -212330.703125 Penalty: 755.167053
	Iteration 32Q: 3 clusters Score -212330.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -212331.140625 Penalty: 755.167053
	Iteration 33Q: 3 clusters Score -212331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -212331.437500 Penalty: 755.167053
	Iteration 34Q: 3 clusters Score -212331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -212331.437500 Penalty: 755.167053
	Iteration 35Q: 3 clusters Score -212331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -212331.796875 Penalty: 755.167053
	Iteration 36Q: 3 clusters Score -212331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -212331.890625 Penalty: 755.167053
	Iteration 37Q: 3 clusters Score -212331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -212332.296875 Penalty: 755.167053
	Iteration 38Q: 3 clusters Score -212332.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -212332.593750 Penalty: 755.167053
	Iteration 39Q: 3 clusters Score -212332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -212332.671875 Penalty: 755.167053
	Iteration 40F: 3 clusters Score -212332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -212332.750000 Penalty: 755.167053
	Iteration 41Q: 3 clusters Score -212332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -212333.312500 Penalty: 755.167053
	Iteration 42Q: 3 clusters Score -212333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -212334.046875 Penalty: 755.167053
	Iteration 43Q: 3 clusters Score -212334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -212335.109375 Penalty: 755.167053
	Iteration 44Q: 3 clusters Score -212335.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -212335.468750 Penalty: 755.167053
	Iteration 45Q: 3 clusters Score -212335.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -212336.484375 Penalty: 755.167053
	Iteration 46Q: 3 clusters Score -212336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -212336.562500 Penalty: 755.167053
	Iteration 47Q: 3 clusters Score -212336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -212336.984375 Penalty: 755.167053
	Iteration 48Q: 3 clusters Score -212337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -212338.343750 Penalty: 755.167053
	Iteration 49Q: 3 clusters Score -212338.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -212340.640625 Penalty: 755.167053
	Iteration 50Q: 3 clusters Score -212340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -212342.562500 Penalty: 755.167053
	Iteration 51Q: 3 clusters Score -212342.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212344.968750 Penalty: 755.167053
	Iteration 52Q: 3 clusters Score -212345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -212347.000000 Penalty: 755.167053
	Iteration 53Q: 3 clusters Score -212347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -212350.468750 Penalty: 755.167053
	Iteration 54Q: 3 clusters Score -212350.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -212353.031250 Penalty: 755.167053
	Iteration 55Q: 3 clusters Score -212353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -212354.750000 Penalty: 755.167053
	Iteration 56Q: 3 clusters Score -212354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -212356.968750 Penalty: 755.167053
	Iteration 57Q: 3 clusters Score -212357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -212360.234375 Penalty: 755.167053
	Iteration 58Q: 3 clusters Score -212360.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -212363.593750 Penalty: 755.167053
	Iteration 59Q: 3 clusters Score -212363.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -212366.546875 Penalty: 755.167053
	Iteration 60F: 3 clusters Score -212366.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -212368.468750 Penalty: 755.167053
	Iteration 61Q: 3 clusters Score -212368.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -212370.296875 Penalty: 755.167053
	Iteration 62Q: 3 clusters Score -212370.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -212372.250000 Penalty: 755.167053
	Iteration 63Q: 3 clusters Score -212372.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -212374.015625 Penalty: 755.167053
	Iteration 64Q: 3 clusters Score -212374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -212377.765625 Penalty: 755.167053
	Iteration 65Q: 3 clusters Score -212377.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -212382.406250 Penalty: 755.167053
	Iteration 66Q: 3 clusters Score -212382.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212386.453125 Penalty: 755.167053
	Iteration 67Q: 3 clusters Score -212386.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -212391.937500 Penalty: 755.167053
	Iteration 68Q: 3 clusters Score -212391.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -212400.265625 Penalty: 755.167053
	Iteration 69Q: 3 clusters Score -212400.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -212411.484375 Penalty: 755.167053
	Iteration 70Q: 3 clusters Score -212411.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -212430.953125 Penalty: 755.167053
	Iteration 71Q: 3 clusters Score -212431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -212451.921875 Penalty: 755.167053
	Iteration 72Q: 3 clusters Score -212451.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -212474.062500 Penalty: 755.167053
	Iteration 73Q: 3 clusters Score -212474.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -212494.109375 Penalty: 755.167053
	Iteration 74Q: 3 clusters Score -212494.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -212509.734375 Penalty: 755.167053
	Iteration 75Q: 3 clusters Score -212509.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -212521.156250 Penalty: 755.167053
	Iteration 76Q: 3 clusters Score -212521.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -212535.875000 Penalty: 755.167053
	Iteration 77Q: 3 clusters Score -212535.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -212549.843750 Penalty: 755.167053
	Iteration 78Q: 3 clusters Score -212549.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -212564.859375 Penalty: 755.167053
	Iteration 79Q: 3 clusters Score -212564.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -212571.593750 Penalty: 755.167053
	Iteration 80F: 3 clusters Score -212571.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -212576.312500 Penalty: 755.167053
	Iteration 81Q: 3 clusters Score -212576.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -212579.234375 Penalty: 755.167053
	Iteration 82Q: 3 clusters Score -212579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -212581.421875 Penalty: 755.167053
	Iteration 83Q: 3 clusters Score -212581.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -212583.656250 Penalty: 755.167053
	Iteration 84Q: 3 clusters Score -212583.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -212587.703125 Penalty: 755.167053
	Iteration 85Q: 3 clusters Score -212587.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -212589.421875 Penalty: 755.167053
	Iteration 86Q: 3 clusters Score -212589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -212589.531250 Penalty: 755.167053
	Iteration 87Q: 3 clusters Score -212589.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -212589.484375 Penalty: 755.167053
	Iteration 88Q: 3 clusters Score -212589.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -212589.953125 Penalty: 755.167053
	Iteration 89Q: 3 clusters Score -212590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -212590.796875 Penalty: 755.167053
	Iteration 90Q: 3 clusters Score -212590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -212592.406250 Penalty: 755.167053
	Iteration 91Q: 3 clusters Score -212592.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -212594.968750 Penalty: 755.167053
	Iteration 92Q: 3 clusters Score -212595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -212596.171875 Penalty: 755.167053
	Iteration 93Q: 3 clusters Score -212596.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -212597.312500 Penalty: 755.167053
	Iteration 94Q: 3 clusters Score -212597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -212598.796875 Penalty: 755.167053
	Iteration 95Q: 3 clusters Score -212598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -212601.234375 Penalty: 755.167053
	Iteration 96Q: 3 clusters Score -212601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -212603.343750 Penalty: 755.167053
	Iteration 97Q: 3 clusters Score -212603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -212604.093750 Penalty: 755.167053
	Iteration 98Q: 3 clusters Score -212604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -212605.500000 Penalty: 755.167053
	Iteration 99Q: 3 clusters Score -212605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -212606.343750 Penalty: 755.167053
	Iteration 100F: 3 clusters Score -212606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -212607.484375 Penalty: 755.167053
	Iteration 101Q: 3 clusters Score -212607.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -212611.515625 Penalty: 755.167053
	Iteration 102Q: 3 clusters Score -212611.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -212615.671875 Penalty: 755.167053
	Iteration 103Q: 3 clusters Score -212615.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -212620.796875 Penalty: 755.167053
	Iteration 104Q: 3 clusters Score -212620.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -212626.921875 Penalty: 755.167053
	Iteration 105Q: 3 clusters Score -212626.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -212631.312500 Penalty: 755.167053
	Iteration 106Q: 3 clusters Score -212631.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -212635.218750 Penalty: 755.167053
	Iteration 107Q: 3 clusters Score -212635.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -212636.937500 Penalty: 755.167053
	Iteration 108Q: 3 clusters Score -212636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -212637.421875 Penalty: 755.167053
	Iteration 109Q: 3 clusters Score -212637.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -212638.734375 Penalty: 755.167053
	Iteration 110Q: 3 clusters Score -212638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -212639.140625 Penalty: 755.167053
	Iteration 111Q: 3 clusters Score -212639.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -212639.140625 Penalty: 755.167053
	Iteration 112F: 3 clusters Score -212639.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (62764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Entering Unmasked Estep 
Score: -3469456.000000 Penalty: 502.644745
	Iteration 0F: 2 clusters Score -3469456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -3427164.500000 Penalty: 1005.289490
	Iteration 0F: 3 clusters Score -3427164 nChanged 30527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -3445494.500000 Penalty: 1005.289490
	Iteration 1F: 3 clusters Score -3445494 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -3446272.750000 Penalty: 1005.289490
	Iteration 2Q: 3 clusters Score -3446273 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -3447526.000000 Penalty: 1005.289490
	Iteration 3Q: 3 clusters Score -3447526 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -3449809.500000 Penalty: 1005.289490
	Iteration 4F: 3 clusters Score -3449810 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -3453749.250000 Penalty: 1005.289490
	Iteration 5F: 3 clusters Score -3453749 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -3459373.250000 Penalty: 1005.289490
	Iteration 6F: 3 clusters Score -3459373 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -3465012.750000 Penalty: 1005.289490
	Iteration 7F: 3 clusters Score -3465013 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -3467932.250000 Penalty: 1005.289490
	Iteration 8Q: 3 clusters Score -3467932 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -3468734.750000 Penalty: 1005.289490
	Iteration 9Q: 3 clusters Score -3468735 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -3468929.500000 Penalty: 1005.289490
	Iteration 10Q: 3 clusters Score -3468930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -3468971.500000 Penalty: 1005.289490
	Iteration 11Q: 3 clusters Score -3468972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -3468992.000000 Penalty: 1005.289490
	Iteration 12Q: 3 clusters Score -3468992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 62731 members 
Entering Unmasked Estep 
Score: -3468995.250000 Penalty: 1005.289490
	Iteration 13Q: 3 clusters Score -3468995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -3468994.750000 Penalty: 1005.289490
	Iteration 14Q: 3 clusters Score -3468995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -3468994.750000 Penalty: 1005.289490
	Iteration 15F: 3 clusters Score -3468995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (78058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Entering Unmasked Estep 
Score: -4206454.000000 Penalty: 512.566956
	Iteration 0F: 2 clusters Score -4206454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -4155331.250000 Penalty: 1025.133911
	Iteration 0F: 3 clusters Score -4155331 nChanged 38259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -4179182.250000 Penalty: 1025.133911
	Iteration 1F: 3 clusters Score -4179182 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -4181237.000000 Penalty: 1025.133911
	Iteration 2F: 3 clusters Score -4181237 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -4184136.500000 Penalty: 1025.133911
	Iteration 3F: 3 clusters Score -4184136 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -4187898.500000 Penalty: 1025.133911
	Iteration 4F: 3 clusters Score -4187898 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -4192118.750000 Penalty: 1025.133911
	Iteration 5F: 3 clusters Score -4192119 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -4195921.000000 Penalty: 1025.133911
	Iteration 6F: 3 clusters Score -4195921 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -4198762.000000 Penalty: 1025.133911
	Iteration 7Q: 3 clusters Score -4198762 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -4200625.500000 Penalty: 1025.133911
	Iteration 8Q: 3 clusters Score -4200626 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -4201691.000000 Penalty: 1025.133911
	Iteration 9Q: 3 clusters Score -4201691 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4202495 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4203190 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4203811 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 71995 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4204444 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 73233 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4204972 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -4205338.500000 Penalty: 1025.133911
	Iteration 15Q: 3 clusters Score -4205338 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -4205641.500000 Penalty: 1025.133911
	Iteration 16Q: 3 clusters Score -4205642 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -4205842.500000 Penalty: 1025.133911
	Iteration 17Q: 3 clusters Score -4205842 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 76031 members 
Entering Unmasked Estep 
Score: -4205917.500000 Penalty: 1025.133911
	Iteration 18Q: 3 clusters Score -4205918 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -4205940.000000 Penalty: 1025.133911
	Iteration 19Q: 3 clusters Score -4205940 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -4206027.000000 Penalty: 1025.133911
	Iteration 20F: 3 clusters Score -4206027 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -4206108.000000 Penalty: 1025.133911
	Iteration 21Q: 3 clusters Score -4206108 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -4206139.500000 Penalty: 1025.133911
	Iteration 22Q: 3 clusters Score -4206140 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -4206149.500000 Penalty: 1025.133911
	Iteration 23Q: 3 clusters Score -4206150 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 77200 members 
Entering Unmasked Estep 
Score: -4206160.000000 Penalty: 1025.133911
	Iteration 24Q: 3 clusters Score -4206160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 77269 members 
Entering Unmasked Estep 
Score: -4206168.500000 Penalty: 1025.133911
	Iteration 25Q: 3 clusters Score -4206168 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -4206173.000000 Penalty: 1025.133911
	Iteration 26Q: 3 clusters Score -4206173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 77383 members 
Entering Unmasked Estep 
Score: -4206175.500000 Penalty: 1025.133911
	Iteration 27Q: 3 clusters Score -4206176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4206175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -4206183.000000 Penalty: 1025.133911
	Iteration 29Q: 3 clusters Score -4206183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 77509 members 
Entering Unmasked Estep 
Score: -4206186.500000 Penalty: 1025.133911
	Iteration 30Q: 3 clusters Score -4206186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -4206180.500000 Penalty: 1025.133911
	Iteration 31Q: 3 clusters Score -4206180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -4206182.000000 Penalty: 1025.133911
	Iteration 32Q: 3 clusters Score -4206182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 77571 members 
Entering Unmasked Estep 
Score: -4206190.500000 Penalty: 1025.133911
	Iteration 33Q: 3 clusters Score -4206190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -4206192.000000 Penalty: 1025.133911
	Iteration 34Q: 3 clusters Score -4206192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 77600 members 
Entering Unmasked Estep 
Score: -4206192.000000 Penalty: 1025.133911
	Iteration 35Q: 3 clusters Score -4206192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -4206191.000000 Penalty: 1025.133911
	Iteration 36Q: 3 clusters Score -4206191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -4206189.000000 Penalty: 1025.133911
	Iteration 37Q: 3 clusters Score -4206189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 77617 members 
Entering Unmasked Estep 
Score: -4206188.000000 Penalty: 1025.133911
	Iteration 38Q: 3 clusters Score -4206188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 77619 members 
Entering Unmasked Estep 
Score: -4206185.500000 Penalty: 1025.133911
	Iteration 39Q: 3 clusters Score -4206186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 77622 members 
Entering Unmasked Estep 
Score: -4206186.500000 Penalty: 1025.133911
	Iteration 40F: 3 clusters Score -4206186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 77627 members 
Entering Unmasked Estep 
Score: -4206190.000000 Penalty: 1025.133911
	Iteration 41Q: 3 clusters Score -4206190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 77633 members 
Entering Unmasked Estep 
Score: -4206187.000000 Penalty: 1025.133911
	Iteration 42Q: 3 clusters Score -4206187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -4206180.500000 Penalty: 1025.133911
	Iteration 43Q: 3 clusters Score -4206180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -4206180.500000 Penalty: 1025.133911
	Iteration 44Q: 3 clusters Score -4206180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -4206183.000000 Penalty: 1025.133911
	Iteration 45Q: 3 clusters Score -4206183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 77651 members 
Entering Unmasked Estep 
Score: -4206178.000000 Penalty: 1025.133911
	Iteration 46Q: 3 clusters Score -4206178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -4206180.500000 Penalty: 1025.133911
	Iteration 47Q: 3 clusters Score -4206180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -4206180.500000 Penalty: 1025.133911
	Iteration 48Q: 3 clusters Score -4206180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -4206175.500000 Penalty: 1025.133911
	Iteration 49Q: 3 clusters Score -4206176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 77663 members 
Entering Unmasked Estep 
Score: -4206172.000000 Penalty: 1025.133911
	Iteration 50Q: 3 clusters Score -4206172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 77667 members 
Entering Unmasked Estep 
Score: -4206173.000000 Penalty: 1025.133911
	Iteration 51Q: 3 clusters Score -4206173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 77673 members 
Entering Unmasked Estep 
Score: -4206168.500000 Penalty: 1025.133911
	Iteration 52Q: 3 clusters Score -4206168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -4206160.500000 Penalty: 1025.133911
	Iteration 53Q: 3 clusters Score -4206160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 77681 members 
Entering Unmasked Estep 
Score: -4206164.000000 Penalty: 1025.133911
	Iteration 54Q: 3 clusters Score -4206164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -4206165.500000 Penalty: 1025.133911
	Iteration 55Q: 3 clusters Score -4206166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -4206166.000000 Penalty: 1025.133911
	Iteration 56Q: 3 clusters Score -4206166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -4206168.500000 Penalty: 1025.133911
	Iteration 57Q: 3 clusters Score -4206168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -4206166.500000 Penalty: 1025.133911
	Iteration 58Q: 3 clusters Score -4206166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -4206167.500000 Penalty: 1025.133911
	Iteration 59Q: 3 clusters Score -4206168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 77701 members 
Entering Unmasked Estep 
Score: -4206164.500000 Penalty: 1025.133911
	Iteration 60F: 3 clusters Score -4206164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -4206163.000000 Penalty: 1025.133911
	Iteration 61Q: 3 clusters Score -4206163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -4206163.000000 Penalty: 1025.133911
	Iteration 62Q: 3 clusters Score -4206163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -4206163.000000 Penalty: 1025.133911
	Iteration 63F: 3 clusters Score -4206163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 57699 members 
Mstep: Class 3 contains 74129 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 47130 members 
Mstep: Class 6 contains 96658 members 
Mstep: Class 7 contains 4764 members 
Mstep: Class 8 contains 155411 members 
Mstep: Class 9 contains 73789 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15771 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 14 contains 85687 members 
Mstep: Class 15 contains 14116 members 
Mstep: Class 16 contains 42492 members 
Mstep: Class 17 contains 7379 members 
Mstep: Class 18 contains 8002 members 
Mstep: Class 19 contains 84104 members 
Mstep: Class 20 contains 11330 members 
Mstep: Class 21 contains 72651 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41441 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 2117 members 
Mstep: Class 26 contains 48658 members 
Mstep: Class 27 contains 143682 members 
Mstep: Class 28 contains 170 members 
Mstep: Class 29 contains 7113 members 
Mstep: Class 30 contains 9955 members 
Mstep: Class 31 contains 76882 members 
Mstep: Class 32 contains 1151 members 
Mstep: Class 33 contains 22145 members 
Mstep: Class 34 contains 288 members 
Mstep: Class 35 contains 759 members 
Mstep: Class 36 contains 87288 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 16398 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 67469 members 
Mstep: Class 42 contains 10573 members 
Mstep: Class 43 contains 17543 members 
Mstep: Class 44 contains 4018 members 
Mstep: Class 45 contains 62764 members 
Mstep: Class 46 contains 78058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428784.000000 Penalty: 32024.087891
Iteration 279Q: 50 clusters Score -8.742878e+07 nChanged 20309
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 57494 members 
Mstep: Class 3 contains 73697 members 
Mstep: Class 4 contains 1144 members 
Mstep: Class 5 contains 47126 members 
Mstep: Class 6 contains 97654 members 
Mstep: Class 7 contains 4786 members 
Mstep: Class 8 contains 155787 members 
Mstep: Class 9 contains 73905 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15806 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 9345 members 
Mstep: Class 14 contains 86262 members 
Mstep: Class 15 contains 14112 members 
Mstep: Class 16 contains 42284 members 
Mstep: Class 17 contains 7372 members 
Mstep: Class 18 contains 7933 members 
Mstep: Class 19 contains 84565 members 
Mstep: Class 20 contains 11439 members 
Mstep: Class 21 contains 75961 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 41619 members 
Mstep: Class 24 contains 7442 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 48910 members 
Mstep: Class 27 contains 144260 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 7102 members 
Mstep: Class 30 contains 9939 members 
Mstep: Class 31 contains 77270 members 
Mstep: Class 32 contains 1149 members 
Mstep: Class 33 contains 22151 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 758 members 
Mstep: Class 36 contains 88384 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 16308 members 
Mstep: Class 39 contains 6896 members 
Mstep: Class 40 contains 1768 members 
Mstep: Class 41 contains 68028 members 
Mstep: Class 42 contains 9859 members 
Mstep: Class 43 contains 17555 members 
Mstep: Class 44 contains 4026 members 
Mstep: Class 45 contains 62689 members 
Mstep: Class 46 contains 76562 members 
Mstep: Class 47 contains 73268 members 
Mstep: Class 48 contains 1822 members 
Mstep: Class 49 contains 22402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87432160.000000 Penalty: 32024.087891
Iteration 280F: 50 clusters Score -8.743216e+07 nChanged 18226
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 57330 members 
Mstep: Class 3 contains 73265 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 47122 members 
Mstep: Class 6 contains 98482 members 
Mstep: Class 7 contains 4781 members 
Mstep: Class 8 contains 155871 members 
Mstep: Class 9 contains 73272 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 15823 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 9562 members 
Mstep: Class 14 contains 86639 members 
Mstep: Class 15 contains 14037 members 
Mstep: Class 16 contains 42081 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 7840 members 
Mstep: Class 19 contains 84720 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 78264 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 41734 members 
Mstep: Class 24 contains 7596 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 49157 members 
Mstep: Class 27 contains 144259 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 7091 members 
Mstep: Class 30 contains 9909 members 
Mstep: Class 31 contains 77572 members 
Mstep: Class 32 contains 1148 members 
Mstep: Class 33 contains 22159 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 755 members 
Mstep: Class 36 contains 89408 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 16202 members 
Mstep: Class 39 contains 6912 members 
Mstep: Class 40 contains 1766 members 
Mstep: Class 41 contains 68649 members 
Mstep: Class 42 contains 9186 members 
Mstep: Class 43 contains 17579 members 
Mstep: Class 44 contains 4020 members 
Mstep: Class 45 contains 62431 members 
Mstep: Class 46 contains 74043 members 
Mstep: Class 47 contains 72028 members 
Mstep: Class 48 contains 1868 members 
Mstep: Class 49 contains 22562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433672.000000 Penalty: 32024.087891
Iteration 281Q: 50 clusters Score -8.743367e+07 nChanged 15781
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 57172 members 
Mstep: Class 3 contains 73025 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 47124 members 
Mstep: Class 6 contains 99174 members 
Mstep: Class 7 contains 4779 members 
Mstep: Class 8 contains 155961 members 
Mstep: Class 9 contains 72799 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 15841 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 9775 members 
Mstep: Class 14 contains 86868 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 41861 members 
Mstep: Class 17 contains 7405 members 
Mstep: Class 18 contains 7715 members 
Mstep: Class 19 contains 84869 members 
Mstep: Class 20 contains 11534 members 
Mstep: Class 21 contains 80281 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 41800 members 
Mstep: Class 24 contains 7739 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 49419 members 
Mstep: Class 27 contains 144371 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7085 members 
Mstep: Class 30 contains 9886 members 
Mstep: Class 31 contains 77856 members 
Mstep: Class 32 contains 1153 members 
Mstep: Class 33 contains 22166 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 748 members 
Mstep: Class 36 contains 90348 members 
Mstep: Class 37 contains 8236 members 
Mstep: Class 38 contains 16083 members 
Mstep: Class 39 contains 6916 members 
Mstep: Class 40 contains 1761 members 
Mstep: Class 41 contains 69185 members 
Mstep: Class 42 contains 8663 members 
Mstep: Class 43 contains 17611 members 
Mstep: Class 44 contains 4032 members 
Mstep: Class 45 contains 62100 members 
Mstep: Class 46 contains 71157 members 
Mstep: Class 47 contains 71502 members 
Mstep: Class 48 contains 1911 members 
Mstep: Class 49 contains 22629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434488.000000 Penalty: 32024.087891
Iteration 282Q: 50 clusters Score -8.743449e+07 nChanged 14836
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 57112 members 
Mstep: Class 3 contains 72910 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 47127 members 
Mstep: Class 6 contains 99749 members 
Mstep: Class 7 contains 4773 members 
Mstep: Class 8 contains 156038 members 
Mstep: Class 9 contains 72439 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 15844 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 9983 members 
Mstep: Class 14 contains 87011 members 
Mstep: Class 15 contains 13901 members 
Mstep: Class 16 contains 41626 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 7562 members 
Mstep: Class 19 contains 84830 members 
Mstep: Class 20 contains 11568 members 
Mstep: Class 21 contains 82013 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 41829 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 49711 members 
Mstep: Class 27 contains 144529 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7076 members 
Mstep: Class 30 contains 9853 members 
Mstep: Class 31 contains 78078 members 
Mstep: Class 32 contains 1158 members 
Mstep: Class 33 contains 22171 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 742 members 
Mstep: Class 36 contains 91108 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 15967 members 
Mstep: Class 39 contains 6917 members 
Mstep: Class 40 contains 1756 members 
Mstep: Class 41 contains 69741 members 
Mstep: Class 42 contains 8276 members 
Mstep: Class 43 contains 17652 members 
Mstep: Class 44 contains 4057 members 
Mstep: Class 45 contains 61722 members 
Mstep: Class 46 contains 68177 members 
Mstep: Class 47 contains 71566 members 
Mstep: Class 48 contains 1946 members 
Mstep: Class 49 contains 22735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87435520.000000 Penalty: 32024.087891
Iteration 283Q: 50 clusters Score -8.743552e+07 nChanged 14221
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 57023 members 
Mstep: Class 3 contains 72887 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 47124 members 
Mstep: Class 6 contains 100270 members 
Mstep: Class 7 contains 4761 members 
Mstep: Class 8 contains 156126 members 
Mstep: Class 9 contains 72137 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15847 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 10183 members 
Mstep: Class 14 contains 87123 members 
Mstep: Class 15 contains 13805 members 
Mstep: Class 16 contains 41381 members 
Mstep: Class 17 contains 7446 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 19 contains 84696 members 
Mstep: Class 20 contains 11615 members 
Mstep: Class 21 contains 83165 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 41837 members 
Mstep: Class 24 contains 8012 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 50009 members 
Mstep: Class 27 contains 144702 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7067 members 
Mstep: Class 30 contains 9817 members 
Mstep: Class 31 contains 78308 members 
Mstep: Class 32 contains 1158 members 
Mstep: Class 33 contains 22177 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 735 members 
Mstep: Class 36 contains 91670 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 15904 members 
Mstep: Class 39 contains 6915 members 
Mstep: Class 40 contains 1753 members 
Mstep: Class 41 contains 70404 members 
Mstep: Class 42 contains 8029 members 
Mstep: Class 43 contains 17686 members 
Mstep: Class 44 contains 4075 members 
Mstep: Class 45 contains 61305 members 
Mstep: Class 46 contains 65204 members 
Mstep: Class 47 contains 72279 members 
Mstep: Class 48 contains 1987 members 
Mstep: Class 49 contains 22812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87436080.000000 Penalty: 32024.087891
Iteration 284Q: 50 clusters Score -8.743608e+07 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 56926 members 
Mstep: Class 3 contains 72909 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 47127 members 
Mstep: Class 6 contains 100695 members 
Mstep: Class 7 contains 4750 members 
Mstep: Class 8 contains 156157 members 
Mstep: Class 9 contains 71872 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15848 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 10396 members 
Mstep: Class 14 contains 87228 members 
Mstep: Class 15 contains 13714 members 
Mstep: Class 16 contains 41151 members 
Mstep: Class 17 contains 7486 members 
Mstep: Class 18 contains 7250 members 
Mstep: Class 19 contains 84507 members 
Mstep: Class 20 contains 11653 members 
Mstep: Class 21 contains 84218 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 41850 members 
Mstep: Class 24 contains 8157 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 50282 members 
Mstep: Class 27 contains 144867 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7061 members 
Mstep: Class 30 contains 9795 members 
Mstep: Class 31 contains 78516 members 
Mstep: Class 32 contains 1160 members 
Mstep: Class 33 contains 22179 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 732 members 
Mstep: Class 36 contains 92152 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 15813 members 
Mstep: Class 39 contains 6921 members 
Mstep: Class 40 contains 1748 members 
Mstep: Class 41 contains 71070 members 
Mstep: Class 42 contains 7808 members 
Mstep: Class 43 contains 17705 members 
Mstep: Class 44 contains 4084 members 
Mstep: Class 45 contains 60922 members 
Mstep: Class 46 contains 62159 members 
Mstep: Class 47 contains 73316 members 
Mstep: Class 48 contains 2031 members 
Mstep: Class 49 contains 22899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87436384.000000 Penalty: 32024.087891
Iteration 285Q: 50 clusters Score -8.743638e+07 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 56883 members 
Mstep: Class 3 contains 72958 members 
Mstep: Class 4 contains 1173 members 
Mstep: Class 5 contains 47137 members 
Mstep: Class 6 contains 101079 members 
Mstep: Class 7 contains 4742 members 
Mstep: Class 8 contains 156168 members 
Mstep: Class 9 contains 71619 members 
Mstep: Class 10 contains 5592 members 
Mstep: Class 11 contains 15858 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 10609 members 
Mstep: Class 14 contains 87310 members 
Mstep: Class 15 contains 13637 members 
Mstep: Class 16 contains 40926 members 
Mstep: Class 17 contains 7515 members 
Mstep: Class 18 contains 7101 members 
Mstep: Class 19 contains 84143 members 
Mstep: Class 20 contains 11674 members 
Mstep: Class 21 contains 85255 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 41862 members 
Mstep: Class 24 contains 8292 members 
Mstep: Class 25 contains 2134 members 
Mstep: Class 26 contains 50537 members 
Mstep: Class 27 contains 145029 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7058 members 
Mstep: Class 30 contains 9785 members 
Mstep: Class 31 contains 78730 members 
Mstep: Class 32 contains 1163 members 
Mstep: Class 33 contains 22177 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 727 members 
Mstep: Class 36 contains 92505 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 15715 members 
Mstep: Class 39 contains 6930 members 
Mstep: Class 40 contains 1740 members 
Mstep: Class 41 contains 71791 members 
Mstep: Class 42 contains 7582 members 
Mstep: Class 43 contains 17730 members 
Mstep: Class 44 contains 4096 members 
Mstep: Class 45 contains 60530 members 
Mstep: Class 46 contains 58994 members 
Mstep: Class 47 contains 74737 members 
Mstep: Class 48 contains 2065 members 
Mstep: Class 49 contains 22997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87436672.000000 Penalty: 32024.087891
Iteration 286Q: 50 clusters Score -8.743667e+07 nChanged 13581
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 56924 members 
Mstep: Class 3 contains 73033 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 47142 members 
Mstep: Class 6 contains 101391 members 
Mstep: Class 7 contains 4727 members 
Mstep: Class 8 contains 156204 members 
Mstep: Class 9 contains 71391 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 15864 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 10840 members 
Mstep: Class 14 contains 87366 members 
Mstep: Class 15 contains 13561 members 
Mstep: Class 16 contains 40742 members 
Mstep: Class 17 contains 7538 members 
Mstep: Class 18 contains 6948 members 
Mstep: Class 19 contains 83676 members 
Mstep: Class 20 contains 11708 members 
Mstep: Class 21 contains 86304 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 41860 members 
Mstep: Class 24 contains 8437 members 
Mstep: Class 25 contains 2132 members 
Mstep: Class 26 contains 50787 members 
Mstep: Class 27 contains 145170 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7054 members 
Mstep: Class 30 contains 9776 members 
Mstep: Class 31 contains 78936 members 
Mstep: Class 32 contains 1166 members 
Mstep: Class 33 contains 22170 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 92776 members 
Mstep: Class 37 contains 8235 members 
Mstep: Class 38 contains 15650 members 
Mstep: Class 39 contains 6944 members 
Mstep: Class 40 contains 1730 members 
Mstep: Class 41 contains 72452 members 
Mstep: Class 42 contains 7394 members 
Mstep: Class 43 contains 17756 members 
Mstep: Class 44 contains 4103 members 
Mstep: Class 45 contains 60177 members 
Mstep: Class 46 contains 55678 members 
Mstep: Class 47 contains 76347 members 
Mstep: Class 48 contains 2092 members 
Mstep: Class 49 contains 23142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87436848.000000 Penalty: 32024.087891
Iteration 287Q: 50 clusters Score -8.743685e+07 nChanged 13633
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 56973 members 
Mstep: Class 3 contains 73129 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 47159 members 
Mstep: Class 6 contains 101591 members 
Mstep: Class 7 contains 4715 members 
Mstep: Class 8 contains 156268 members 
Mstep: Class 9 contains 71247 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 11 contains 15874 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11074 members 
Mstep: Class 14 contains 87395 members 
Mstep: Class 15 contains 13489 members 
Mstep: Class 16 contains 40562 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 6786 members 
Mstep: Class 19 contains 83291 members 
Mstep: Class 20 contains 11710 members 
Mstep: Class 21 contains 87406 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 41856 members 
Mstep: Class 24 contains 8548 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 51020 members 
Mstep: Class 27 contains 145308 members 
Mstep: Class 28 contains 169 members 
Mstep: Class 29 contains 7051 members 
Mstep: Class 30 contains 9745 members 
Mstep: Class 31 contains 79165 members 
Mstep: Class 32 contains 1170 members 
Mstep: Class 33 contains 22166 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 720 members 
Mstep: Class 36 contains 92979 members 
Mstep: Class 37 contains 8234 members 
Mstep: Class 38 contains 15598 members 
Mstep: Class 39 contains 6954 members 
Mstep: Class 40 contains 1728 members 
Mstep: Class 41 contains 73030 members 
Mstep: Class 42 contains 7215 members 
Mstep: Class 43 contains 17775 members 
Mstep: Class 44 contains 4112 members 
Mstep: Class 45 contains 59777 members 
Mstep: Class 46 contains 52148 members 
Mstep: Class 47 contains 78229 members 
Mstep: Class 48 contains 2114 members 
Mstep: Class 49 contains 23338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87436504.000000 Penalty: 32024.087891
Iteration 288Q: 50 clusters Score -8.74365e+07 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 57044 members 
Mstep: Class 3 contains 73192 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 47165 members 
Mstep: Class 6 contains 101768 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 156265 members 
Mstep: Class 9 contains 71118 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15880 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11273 members 
Mstep: Class 14 contains 87383 members 
Mstep: Class 15 contains 13420 members 
Mstep: Class 16 contains 40362 members 
Mstep: Class 17 contains 7587 members 
Mstep: Class 18 contains 6619 members 
Mstep: Class 19 contains 82803 members 
Mstep: Class 20 contains 11710 members 
Mstep: Class 21 contains 88602 members 
Mstep: Class 22 contains 2757 members 
Mstep: Class 23 contains 41842 members 
Mstep: Class 24 contains 8629 members 
Mstep: Class 25 contains 2129 members 
Mstep: Class 26 contains 51280 members 
Mstep: Class 27 contains 145391 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 7048 members 
Mstep: Class 30 contains 9713 members 
Mstep: Class 31 contains 79404 members 
Mstep: Class 32 contains 1173 members 
Mstep: Class 33 contains 22167 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 93157 members 
Mstep: Class 37 contains 8232 members 
Mstep: Class 38 contains 15572 members 
Mstep: Class 39 contains 6962 members 
Mstep: Class 40 contains 1726 members 
Mstep: Class 41 contains 73691 members 
Mstep: Class 42 contains 7055 members 
Mstep: Class 43 contains 17784 members 
Mstep: Class 44 contains 4120 members 
Mstep: Class 45 contains 59325 members 
Mstep: Class 46 contains 48538 members 
Mstep: Class 47 contains 80475 members 
Mstep: Class 48 contains 2132 members 
Mstep: Class 49 contains 23521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87436032.000000 Penalty: 32024.087891
Iteration 289Q: 50 clusters Score -8.743603e+07 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 57180 members 
Mstep: Class 3 contains 73274 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 47170 members 
Mstep: Class 6 contains 101855 members 
Mstep: Class 7 contains 4694 members 
Mstep: Class 8 contains 156276 members 
Mstep: Class 9 contains 70982 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15871 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11460 members 
Mstep: Class 14 contains 87355 members 
Mstep: Class 15 contains 13366 members 
Mstep: Class 16 contains 40169 members 
Mstep: Class 17 contains 7599 members 
Mstep: Class 18 contains 6462 members 
Mstep: Class 19 contains 82343 members 
Mstep: Class 20 contains 11715 members 
Mstep: Class 21 contains 89747 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41820 members 
Mstep: Class 24 contains 8695 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 51550 members 
Mstep: Class 27 contains 145466 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 7040 members 
Mstep: Class 30 contains 9688 members 
Mstep: Class 31 contains 79601 members 
Mstep: Class 32 contains 1177 members 
Mstep: Class 33 contains 22163 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 93289 members 
Mstep: Class 37 contains 8231 members 
Mstep: Class 38 contains 15576 members 
Mstep: Class 39 contains 6970 members 
Mstep: Class 40 contains 1723 members 
Mstep: Class 41 contains 74302 members 
Mstep: Class 42 contains 6921 members 
Mstep: Class 43 contains 17809 members 
Mstep: Class 44 contains 4117 members 
Mstep: Class 45 contains 58899 members 
Mstep: Class 46 contains 44836 members 
Mstep: Class 47 contains 82983 members 
Mstep: Class 48 contains 2155 members 
Mstep: Class 49 contains 23691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434856.000000 Penalty: 32024.087891
Iteration 290Q: 50 clusters Score -8.743486e+07 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 57336 members 
Mstep: Class 3 contains 73309 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 47178 members 
Mstep: Class 6 contains 101911 members 
Mstep: Class 7 contains 4690 members 
Mstep: Class 8 contains 156183 members 
Mstep: Class 9 contains 70790 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 15874 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11627 members 
Mstep: Class 14 contains 87273 members 
Mstep: Class 15 contains 13319 members 
Mstep: Class 16 contains 39961 members 
Mstep: Class 17 contains 7602 members 
Mstep: Class 18 contains 6298 members 
Mstep: Class 19 contains 81982 members 
Mstep: Class 20 contains 11705 members 
Mstep: Class 21 contains 90973 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41806 members 
Mstep: Class 24 contains 8729 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 51824 members 
Mstep: Class 27 contains 145519 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 7033 members 
Mstep: Class 30 contains 9674 members 
Mstep: Class 31 contains 79759 members 
Mstep: Class 32 contains 1178 members 
Mstep: Class 33 contains 22153 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 93379 members 
Mstep: Class 37 contains 8232 members 
Mstep: Class 38 contains 15580 members 
Mstep: Class 39 contains 6977 members 
Mstep: Class 40 contains 1721 members 
Mstep: Class 41 contains 74808 members 
Mstep: Class 42 contains 6810 members 
Mstep: Class 43 contains 17837 members 
Mstep: Class 44 contains 4112 members 
Mstep: Class 45 contains 58518 members 
Mstep: Class 46 contains 41144 members 
Mstep: Class 47 contains 85797 members 
Mstep: Class 48 contains 2174 members 
Mstep: Class 49 contains 23823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434472.000000 Penalty: 32024.087891
Iteration 291Q: 50 clusters Score -8.743447e+07 nChanged 12757
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 57537 members 
Mstep: Class 3 contains 73292 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 47182 members 
Mstep: Class 6 contains 101940 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 156033 members 
Mstep: Class 9 contains 70579 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 11 contains 15878 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11758 members 
Mstep: Class 14 contains 87196 members 
Mstep: Class 15 contains 13277 members 
Mstep: Class 16 contains 39797 members 
Mstep: Class 17 contains 7613 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 81533 members 
Mstep: Class 20 contains 11689 members 
Mstep: Class 21 contains 91963 members 
Mstep: Class 22 contains 2758 members 
Mstep: Class 23 contains 41788 members 
Mstep: Class 24 contains 8753 members 
Mstep: Class 25 contains 2131 members 
Mstep: Class 26 contains 52111 members 
Mstep: Class 27 contains 145525 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 7027 members 
Mstep: Class 30 contains 9678 members 
Mstep: Class 31 contains 79863 members 
Mstep: Class 32 contains 1180 members 
Mstep: Class 33 contains 22141 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 712 members 
Mstep: Class 36 contains 93403 members 
Mstep: Class 37 contains 8231 members 
Mstep: Class 38 contains 15583 members 
Mstep: Class 39 contains 6979 members 
Mstep: Class 40 contains 1718 members 
Mstep: Class 41 contains 75320 members 
Mstep: Class 42 contains 6726 members 
Mstep: Class 43 contains 17860 members 
Mstep: Class 44 contains 4116 members 
Mstep: Class 45 contains 58120 members 
Mstep: Class 46 contains 37628 members 
Mstep: Class 47 contains 88901 members 
Mstep: Class 48 contains 2192 members 
Mstep: Class 49 contains 24062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434136.000000 Penalty: 32024.087891
Iteration 292Q: 50 clusters Score -8.743414e+07 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 57770 members 
Mstep: Class 3 contains 73276 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 47190 members 
Mstep: Class 6 contains 101907 members 
Mstep: Class 7 contains 4666 members 
Mstep: Class 8 contains 155921 members 
Mstep: Class 9 contains 70444 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 15884 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11872 members 
Mstep: Class 14 contains 87075 members 
Mstep: Class 15 contains 13224 members 
Mstep: Class 16 contains 39656 members 
Mstep: Class 17 contains 7633 members 
Mstep: Class 18 contains 6018 members 
Mstep: Class 19 contains 81141 members 
Mstep: Class 20 contains 11665 members 
Mstep: Class 21 contains 92320 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 41811 members 
Mstep: Class 24 contains 8751 members 
Mstep: Class 25 contains 2128 members 
Mstep: Class 26 contains 52423 members 
Mstep: Class 27 contains 145510 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 7022 members 
Mstep: Class 30 contains 9692 members 
Mstep: Class 31 contains 79936 members 
Mstep: Class 32 contains 1189 members 
Mstep: Class 33 contains 22140 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 710 members 
Mstep: Class 36 contains 93420 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 15588 members 
Mstep: Class 39 contains 6986 members 
Mstep: Class 40 contains 1715 members 
Mstep: Class 41 contains 75714 members 
Mstep: Class 42 contains 6679 members 
Mstep: Class 43 contains 17878 members 
Mstep: Class 44 contains 4116 members 
Mstep: Class 45 contains 57726 members 
Mstep: Class 46 contains 34564 members 
Mstep: Class 47 contains 92138 members 
Mstep: Class 48 contains 2206 members 
Mstep: Class 49 contains 24307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433880.000000 Penalty: 32024.087891
Iteration 293Q: 50 clusters Score -8.743388e+07 nChanged 11533
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 58038 members 
Mstep: Class 3 contains 73179 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 47200 members 
Mstep: Class 6 contains 101844 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 155834 members 
Mstep: Class 9 contains 70341 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 15885 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11929 members 
Mstep: Class 14 contains 86942 members 
Mstep: Class 15 contains 13174 members 
Mstep: Class 16 contains 39476 members 
Mstep: Class 17 contains 7656 members 
Mstep: Class 18 contains 5882 members 
Mstep: Class 19 contains 80783 members 
Mstep: Class 20 contains 11646 members 
Mstep: Class 21 contains 92197 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 41838 members 
Mstep: Class 24 contains 8741 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 52721 members 
Mstep: Class 27 contains 145505 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 7010 members 
Mstep: Class 30 contains 9705 members 
Mstep: Class 31 contains 80017 members 
Mstep: Class 32 contains 1195 members 
Mstep: Class 33 contains 22142 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 709 members 
Mstep: Class 36 contains 93425 members 
Mstep: Class 37 contains 8229 members 
Mstep: Class 38 contains 15612 members 
Mstep: Class 39 contains 6998 members 
Mstep: Class 40 contains 1715 members 
Mstep: Class 41 contains 76102 members 
Mstep: Class 42 contains 6645 members 
Mstep: Class 43 contains 17900 members 
Mstep: Class 44 contains 4119 members 
Mstep: Class 45 contains 57348 members 
Mstep: Class 46 contains 31938 members 
Mstep: Class 47 contains 95494 members 
Mstep: Class 48 contains 2218 members 
Mstep: Class 49 contains 24517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434360.000000 Penalty: 32024.087891
Iteration 294Q: 50 clusters Score -8.743436e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 58330 members 
Mstep: Class 3 contains 73065 members 
Mstep: Class 4 contains 1250 members 
Mstep: Class 5 contains 47201 members 
Mstep: Class 6 contains 101763 members 
Mstep: Class 7 contains 4640 members 
Mstep: Class 8 contains 155726 members 
Mstep: Class 9 contains 70241 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 15897 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11961 members 
Mstep: Class 14 contains 86755 members 
Mstep: Class 15 contains 13128 members 
Mstep: Class 16 contains 39283 members 
Mstep: Class 17 contains 7671 members 
Mstep: Class 18 contains 5740 members 
Mstep: Class 19 contains 80478 members 
Mstep: Class 20 contains 11627 members 
Mstep: Class 21 contains 91648 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 41877 members 
Mstep: Class 24 contains 8720 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 53010 members 
Mstep: Class 27 contains 145549 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6996 members 
Mstep: Class 30 contains 9718 members 
Mstep: Class 31 contains 80038 members 
Mstep: Class 32 contains 1198 members 
Mstep: Class 33 contains 22154 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 706 members 
Mstep: Class 36 contains 93389 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 15656 members 
Mstep: Class 39 contains 7011 members 
Mstep: Class 40 contains 1715 members 
Mstep: Class 41 contains 76484 members 
Mstep: Class 42 contains 6628 members 
Mstep: Class 43 contains 17919 members 
Mstep: Class 44 contains 4121 members 
Mstep: Class 45 contains 56976 members 
Mstep: Class 46 contains 29750 members 
Mstep: Class 47 contains 98938 members 
Mstep: Class 48 contains 2232 members 
Mstep: Class 49 contains 24726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434096.000000 Penalty: 32024.087891
Iteration 295Q: 50 clusters Score -8.74341e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 58602 members 
Mstep: Class 3 contains 72947 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 47206 members 
Mstep: Class 6 contains 101624 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 155624 members 
Mstep: Class 9 contains 70185 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 15909 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11939 members 
Mstep: Class 14 contains 86540 members 
Mstep: Class 15 contains 13087 members 
Mstep: Class 16 contains 39120 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 5582 members 
Mstep: Class 19 contains 80202 members 
Mstep: Class 20 contains 11593 members 
Mstep: Class 21 contains 90626 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 41939 members 
Mstep: Class 24 contains 8681 members 
Mstep: Class 25 contains 2123 members 
Mstep: Class 26 contains 53306 members 
Mstep: Class 27 contains 145600 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6974 members 
Mstep: Class 30 contains 9727 members 
Mstep: Class 31 contains 80109 members 
Mstep: Class 32 contains 1201 members 
Mstep: Class 33 contains 22155 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 704 members 
Mstep: Class 36 contains 93324 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 15709 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 1716 members 
Mstep: Class 41 contains 76910 members 
Mstep: Class 42 contains 6601 members 
Mstep: Class 43 contains 17938 members 
Mstep: Class 44 contains 4128 members 
Mstep: Class 45 contains 56586 members 
Mstep: Class 46 contains 28004 members 
Mstep: Class 47 contains 102473 members 
Mstep: Class 48 contains 2240 members 
Mstep: Class 49 contains 24895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433920.000000 Penalty: 32024.087891
Iteration 296Q: 50 clusters Score -8.743392e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 58897 members 
Mstep: Class 3 contains 72797 members 
Mstep: Class 4 contains 1253 members 
Mstep: Class 5 contains 47202 members 
Mstep: Class 6 contains 101497 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 155498 members 
Mstep: Class 9 contains 70217 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 11 contains 15917 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11889 members 
Mstep: Class 14 contains 86287 members 
Mstep: Class 15 contains 13042 members 
Mstep: Class 16 contains 38973 members 
Mstep: Class 17 contains 7719 members 
Mstep: Class 18 contains 5433 members 
Mstep: Class 19 contains 79766 members 
Mstep: Class 20 contains 11551 members 
Mstep: Class 21 contains 89214 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 42037 members 
Mstep: Class 24 contains 8642 members 
Mstep: Class 25 contains 2121 members 
Mstep: Class 26 contains 53584 members 
Mstep: Class 27 contains 145652 members 
Mstep: Class 28 contains 168 members 
Mstep: Class 29 contains 6955 members 
Mstep: Class 30 contains 9722 members 
Mstep: Class 31 contains 80225 members 
Mstep: Class 32 contains 1204 members 
Mstep: Class 33 contains 22157 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 700 members 
Mstep: Class 36 contains 93200 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 15776 members 
Mstep: Class 39 contains 7042 members 
Mstep: Class 40 contains 1715 members 
Mstep: Class 41 contains 77412 members 
Mstep: Class 42 contains 6572 members 
Mstep: Class 43 contains 17962 members 
Mstep: Class 44 contains 4136 members 
Mstep: Class 45 contains 56192 members 
Mstep: Class 46 contains 26666 members 
Mstep: Class 47 contains 106065 members 
Mstep: Class 48 contains 2248 members 
Mstep: Class 49 contains 25077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433632.000000 Penalty: 32024.087891
Iteration 297Q: 50 clusters Score -8.743363e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 59209 members 
Mstep: Class 3 contains 72619 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 47203 members 
Mstep: Class 6 contains 101317 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 155329 members 
Mstep: Class 9 contains 70270 members 
Mstep: Class 10 contains 5599 members 
Mstep: Class 11 contains 15929 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11763 members 
Mstep: Class 14 contains 86019 members 
Mstep: Class 15 contains 12999 members 
Mstep: Class 16 contains 38874 members 
Mstep: Class 17 contains 7740 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 79355 members 
Mstep: Class 20 contains 11494 members 
Mstep: Class 21 contains 87578 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 42153 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 2122 members 
Mstep: Class 26 contains 53861 members 
Mstep: Class 27 contains 145659 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6941 members 
Mstep: Class 30 contains 9715 members 
Mstep: Class 31 contains 80337 members 
Mstep: Class 32 contains 1208 members 
Mstep: Class 33 contains 22158 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 93107 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 15797 members 
Mstep: Class 39 contains 7060 members 
Mstep: Class 40 contains 1712 members 
Mstep: Class 41 contains 77965 members 
Mstep: Class 42 contains 6539 members 
Mstep: Class 43 contains 17982 members 
Mstep: Class 44 contains 4147 members 
Mstep: Class 45 contains 55790 members 
Mstep: Class 46 contains 25737 members 
Mstep: Class 47 contains 109694 members 
Mstep: Class 48 contains 2254 members 
Mstep: Class 49 contains 25245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433280.000000 Penalty: 32024.087891
Iteration 298Q: 50 clusters Score -8.743328e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 59471 members 
Mstep: Class 3 contains 72440 members 
Mstep: Class 4 contains 1249 members 
Mstep: Class 5 contains 47211 members 
Mstep: Class 6 contains 101095 members 
Mstep: Class 7 contains 4582 members 
Mstep: Class 8 contains 155155 members 
Mstep: Class 9 contains 70346 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 15934 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11573 members 
Mstep: Class 14 contains 85714 members 
Mstep: Class 15 contains 12965 members 
Mstep: Class 16 contains 38802 members 
Mstep: Class 17 contains 7761 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 79103 members 
Mstep: Class 20 contains 11430 members 
Mstep: Class 21 contains 85809 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 42256 members 
Mstep: Class 24 contains 8475 members 
Mstep: Class 25 contains 2120 members 
Mstep: Class 26 contains 54135 members 
Mstep: Class 27 contains 145667 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6928 members 
Mstep: Class 30 contains 9733 members 
Mstep: Class 31 contains 80462 members 
Mstep: Class 32 contains 1209 members 
Mstep: Class 33 contains 22170 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 93026 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 15811 members 
Mstep: Class 39 contains 7081 members 
Mstep: Class 40 contains 1709 members 
Mstep: Class 41 contains 78407 members 
Mstep: Class 42 contains 6514 members 
Mstep: Class 43 contains 18006 members 
Mstep: Class 44 contains 4159 members 
Mstep: Class 45 contains 55352 members 
Mstep: Class 46 contains 25031 members 
Mstep: Class 47 contains 113293 members 
Mstep: Class 48 contains 2258 members 
Mstep: Class 49 contains 25456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433248.000000 Penalty: 32024.087891
Iteration 299Q: 50 clusters Score -8.743325e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 59830 members 
Mstep: Class 3 contains 72259 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 47224 members 
Mstep: Class 6 contains 100856 members 
Mstep: Class 7 contains 4560 members 
Mstep: Class 8 contains 154934 members 
Mstep: Class 9 contains 70454 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 11 contains 15948 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11374 members 
Mstep: Class 14 contains 85379 members 
Mstep: Class 15 contains 12926 members 
Mstep: Class 16 contains 38715 members 
Mstep: Class 17 contains 7779 members 
Mstep: Class 18 contains 4972 members 
Mstep: Class 19 contains 78833 members 
Mstep: Class 20 contains 11366 members 
Mstep: Class 21 contains 83880 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 42384 members 
Mstep: Class 24 contains 8385 members 
Mstep: Class 25 contains 2116 members 
Mstep: Class 26 contains 54397 members 
Mstep: Class 27 contains 145692 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6910 members 
Mstep: Class 30 contains 9738 members 
Mstep: Class 31 contains 80537 members 
Mstep: Class 32 contains 1212 members 
Mstep: Class 33 contains 22184 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 92947 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 15836 members 
Mstep: Class 39 contains 7103 members 
Mstep: Class 40 contains 1705 members 
Mstep: Class 41 contains 78859 members 
Mstep: Class 42 contains 6491 members 
Mstep: Class 43 contains 18037 members 
Mstep: Class 44 contains 4168 members 
Mstep: Class 45 contains 54967 members 
Mstep: Class 46 contains 24603 members 
Mstep: Class 47 contains 116803 members 
Mstep: Class 48 contains 2260 members 
Mstep: Class 49 contains 25591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433896.000000 Penalty: 32024.087891
Iteration 300F: 50 clusters Score -8.74339e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 60224 members 
Mstep: Class 3 contains 72012 members 
Mstep: Class 4 contains 1237 members 
Mstep: Class 5 contains 47240 members 
Mstep: Class 6 contains 100601 members 
Mstep: Class 7 contains 4545 members 
Mstep: Class 8 contains 154757 members 
Mstep: Class 9 contains 70618 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 15967 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 11123 members 
Mstep: Class 14 contains 85014 members 
Mstep: Class 15 contains 12889 members 
Mstep: Class 16 contains 38604 members 
Mstep: Class 17 contains 7798 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 78577 members 
Mstep: Class 20 contains 11304 members 
Mstep: Class 21 contains 83575 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 42493 members 
Mstep: Class 24 contains 8280 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 54657 members 
Mstep: Class 27 contains 145696 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6892 members 
Mstep: Class 30 contains 9739 members 
Mstep: Class 31 contains 80615 members 
Mstep: Class 32 contains 1213 members 
Mstep: Class 33 contains 22210 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 696 members 
Mstep: Class 36 contains 92852 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 15872 members 
Mstep: Class 39 contains 7119 members 
Mstep: Class 40 contains 1702 members 
Mstep: Class 41 contains 79298 members 
Mstep: Class 42 contains 6444 members 
Mstep: Class 43 contains 18067 members 
Mstep: Class 44 contains 4171 members 
Mstep: Class 45 contains 54568 members 
Mstep: Class 46 contains 22624 members 
Mstep: Class 47 contains 120321 members 
Mstep: Class 48 contains 2265 members 
Mstep: Class 49 contains 25757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87434320.000000 Penalty: 32024.087891
Iteration 301Q: 50 clusters Score -8.743432e+07 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 60694 members 
Mstep: Class 3 contains 71800 members 
Mstep: Class 4 contains 1241 members 
Mstep: Class 5 contains 47254 members 
Mstep: Class 6 contains 100348 members 
Mstep: Class 7 contains 4527 members 
Mstep: Class 8 contains 154587 members 
Mstep: Class 9 contains 70835 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 11 contains 15983 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 84646 members 
Mstep: Class 15 contains 12842 members 
Mstep: Class 16 contains 38465 members 
Mstep: Class 17 contains 7819 members 
Mstep: Class 18 contains 4711 members 
Mstep: Class 19 contains 78297 members 
Mstep: Class 20 contains 11220 members 
Mstep: Class 21 contains 83045 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 42620 members 
Mstep: Class 24 contains 8202 members 
Mstep: Class 25 contains 2114 members 
Mstep: Class 26 contains 54935 members 
Mstep: Class 27 contains 145725 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6862 members 
Mstep: Class 30 contains 9743 members 
Mstep: Class 31 contains 80684 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 22236 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 697 members 
Mstep: Class 36 contains 92765 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 15906 members 
Mstep: Class 39 contains 7138 members 
Mstep: Class 40 contains 1697 members 
Mstep: Class 41 contains 79718 members 
Mstep: Class 42 contains 6405 members 
Mstep: Class 43 contains 18107 members 
Mstep: Class 44 contains 4184 members 
Mstep: Class 45 contains 54187 members 
Mstep: Class 46 contains 20777 members 
Mstep: Class 47 contains 123717 members 
Mstep: Class 48 contains 2275 members 
Mstep: Class 49 contains 25951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433512.000000 Penalty: 32024.087891
Iteration 302Q: 50 clusters Score -8.743351e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 61107 members 
Mstep: Class 3 contains 71549 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 47270 members 
Mstep: Class 6 contains 100120 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 8 contains 154439 members 
Mstep: Class 9 contains 71080 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 11 contains 15992 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 10515 members 
Mstep: Class 14 contains 84305 members 
Mstep: Class 15 contains 12790 members 
Mstep: Class 16 contains 38342 members 
Mstep: Class 17 contains 7827 members 
Mstep: Class 18 contains 4572 members 
Mstep: Class 19 contains 78081 members 
Mstep: Class 20 contains 11144 members 
Mstep: Class 21 contains 82268 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 42770 members 
Mstep: Class 24 contains 8123 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 55221 members 
Mstep: Class 27 contains 145793 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6832 members 
Mstep: Class 30 contains 9740 members 
Mstep: Class 31 contains 80729 members 
Mstep: Class 32 contains 1214 members 
Mstep: Class 33 contains 22260 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 92647 members 
Mstep: Class 37 contains 8228 members 
Mstep: Class 38 contains 15954 members 
Mstep: Class 39 contains 7156 members 
Mstep: Class 40 contains 1690 members 
Mstep: Class 41 contains 80108 members 
Mstep: Class 42 contains 6371 members 
Mstep: Class 43 contains 18150 members 
Mstep: Class 44 contains 4190 members 
Mstep: Class 45 contains 53800 members 
Mstep: Class 46 contains 19096 members 
Mstep: Class 47 contains 127133 members 
Mstep: Class 48 contains 2286 members 
Mstep: Class 49 contains 26166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433424.000000 Penalty: 32024.087891
Iteration 303Q: 50 clusters Score -8.743342e+07 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 61529 members 
Mstep: Class 3 contains 71301 members 
Mstep: Class 4 contains 1244 members 
Mstep: Class 5 contains 47285 members 
Mstep: Class 6 contains 99927 members 
Mstep: Class 7 contains 4506 members 
Mstep: Class 8 contains 154298 members 
Mstep: Class 9 contains 71334 members 
Mstep: Class 10 contains 5596 members 
Mstep: Class 11 contains 16012 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 10200 members 
Mstep: Class 14 contains 83958 members 
Mstep: Class 15 contains 12748 members 
Mstep: Class 16 contains 38191 members 
Mstep: Class 17 contains 7851 members 
Mstep: Class 18 contains 4452 members 
Mstep: Class 19 contains 77852 members 
Mstep: Class 20 contains 11052 members 
Mstep: Class 21 contains 81435 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 42925 members 
Mstep: Class 24 contains 8049 members 
Mstep: Class 25 contains 2111 members 
Mstep: Class 26 contains 55535 members 
Mstep: Class 27 contains 145878 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6796 members 
Mstep: Class 30 contains 9733 members 
Mstep: Class 31 contains 80694 members 
Mstep: Class 32 contains 1217 members 
Mstep: Class 33 contains 22272 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 698 members 
Mstep: Class 36 contains 92519 members 
Mstep: Class 37 contains 8227 members 
Mstep: Class 38 contains 16027 members 
Mstep: Class 39 contains 7171 members 
Mstep: Class 40 contains 1691 members 
Mstep: Class 41 contains 80509 members 
Mstep: Class 42 contains 6326 members 
Mstep: Class 43 contains 18185 members 
Mstep: Class 44 contains 4194 members 
Mstep: Class 45 contains 53455 members 
Mstep: Class 46 contains 17569 members 
Mstep: Class 47 contains 130373 members 
Mstep: Class 48 contains 2301 members 
Mstep: Class 49 contains 26366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433360.000000 Penalty: 32024.087891
Iteration 304Q: 50 clusters Score -8.743336e+07 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 61907 members 
Mstep: Class 3 contains 71067 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 47308 members 
Mstep: Class 6 contains 99660 members 
Mstep: Class 7 contains 4491 members 
Mstep: Class 8 contains 154222 members 
Mstep: Class 9 contains 71670 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 16019 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 9917 members 
Mstep: Class 14 contains 83612 members 
Mstep: Class 15 contains 12703 members 
Mstep: Class 16 contains 38102 members 
Mstep: Class 17 contains 7859 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 77702 members 
Mstep: Class 20 contains 10964 members 
Mstep: Class 21 contains 80427 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 43110 members 
Mstep: Class 24 contains 7989 members 
Mstep: Class 25 contains 2117 members 
Mstep: Class 26 contains 55852 members 
Mstep: Class 27 contains 145998 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6773 members 
Mstep: Class 30 contains 9700 members 
Mstep: Class 31 contains 80622 members 
Mstep: Class 32 contains 1218 members 
Mstep: Class 33 contains 22280 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 92416 members 
Mstep: Class 37 contains 8225 members 
Mstep: Class 38 contains 16092 members 
Mstep: Class 39 contains 7190 members 
Mstep: Class 40 contains 1691 members 
Mstep: Class 41 contains 80882 members 
Mstep: Class 42 contains 6295 members 
Mstep: Class 43 contains 18218 members 
Mstep: Class 44 contains 4203 members 
Mstep: Class 45 contains 53147 members 
Mstep: Class 46 contains 16167 members 
Mstep: Class 47 contains 133371 members 
Mstep: Class 48 contains 2308 members 
Mstep: Class 49 contains 26546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433872.000000 Penalty: 32024.087891
Iteration 305Q: 50 clusters Score -8.743387e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 62271 members 
Mstep: Class 3 contains 70891 members 
Mstep: Class 4 contains 1233 members 
Mstep: Class 5 contains 47324 members 
Mstep: Class 6 contains 99331 members 
Mstep: Class 7 contains 4481 members 
Mstep: Class 8 contains 154176 members 
Mstep: Class 9 contains 72035 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 16026 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9659 members 
Mstep: Class 14 contains 83344 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 38072 members 
Mstep: Class 17 contains 7868 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 19 contains 77583 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 79354 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 43302 members 
Mstep: Class 24 contains 7937 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 56161 members 
Mstep: Class 27 contains 146139 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6752 members 
Mstep: Class 30 contains 9665 members 
Mstep: Class 31 contains 80576 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 22290 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 92339 members 
Mstep: Class 37 contains 8224 members 
Mstep: Class 38 contains 16129 members 
Mstep: Class 39 contains 7211 members 
Mstep: Class 40 contains 1690 members 
Mstep: Class 41 contains 81298 members 
Mstep: Class 42 contains 6279 members 
Mstep: Class 43 contains 18246 members 
Mstep: Class 44 contains 4213 members 
Mstep: Class 45 contains 52856 members 
Mstep: Class 46 contains 14849 members 
Mstep: Class 47 contains 136090 members 
Mstep: Class 48 contains 2316 members 
Mstep: Class 49 contains 26663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433736.000000 Penalty: 32024.087891
Iteration 306Q: 50 clusters Score -8.743374e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 62642 members 
Mstep: Class 3 contains 70774 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 47331 members 
Mstep: Class 6 contains 98948 members 
Mstep: Class 7 contains 4473 members 
Mstep: Class 8 contains 154139 members 
Mstep: Class 9 contains 72316 members 
Mstep: Class 10 contains 5598 members 
Mstep: Class 11 contains 16031 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9408 members 
Mstep: Class 14 contains 83170 members 
Mstep: Class 15 contains 12603 members 
Mstep: Class 16 contains 38016 members 
Mstep: Class 17 contains 7879 members 
Mstep: Class 18 contains 4166 members 
Mstep: Class 19 contains 77485 members 
Mstep: Class 20 contains 10776 members 
Mstep: Class 21 contains 78349 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 43471 members 
Mstep: Class 24 contains 7871 members 
Mstep: Class 25 contains 2116 members 
Mstep: Class 26 contains 56469 members 
Mstep: Class 27 contains 146247 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6726 members 
Mstep: Class 30 contains 9632 members 
Mstep: Class 31 contains 80535 members 
Mstep: Class 32 contains 1219 members 
Mstep: Class 33 contains 22306 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 704 members 
Mstep: Class 36 contains 92228 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 16156 members 
Mstep: Class 39 contains 7229 members 
Mstep: Class 40 contains 1690 members 
Mstep: Class 41 contains 81699 members 
Mstep: Class 42 contains 6259 members 
Mstep: Class 43 contains 18277 members 
Mstep: Class 44 contains 4216 members 
Mstep: Class 45 contains 52561 members 
Mstep: Class 46 contains 13745 members 
Mstep: Class 47 contains 138687 members 
Mstep: Class 48 contains 2324 members 
Mstep: Class 49 contains 26779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433944.000000 Penalty: 32024.087891
Iteration 307Q: 50 clusters Score -8.743394e+07 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 62995 members 
Mstep: Class 3 contains 70762 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 47339 members 
Mstep: Class 6 contains 98482 members 
Mstep: Class 7 contains 4477 members 
Mstep: Class 8 contains 154044 members 
Mstep: Class 9 contains 72441 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 16033 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9172 members 
Mstep: Class 14 contains 83077 members 
Mstep: Class 15 contains 12556 members 
Mstep: Class 16 contains 37967 members 
Mstep: Class 17 contains 7874 members 
Mstep: Class 18 contains 4075 members 
Mstep: Class 19 contains 77339 members 
Mstep: Class 20 contains 10656 members 
Mstep: Class 21 contains 77808 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 43612 members 
Mstep: Class 24 contains 7797 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 56787 members 
Mstep: Class 27 contains 146319 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6704 members 
Mstep: Class 30 contains 9625 members 
Mstep: Class 31 contains 80474 members 
Mstep: Class 32 contains 1218 members 
Mstep: Class 33 contains 22318 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 707 members 
Mstep: Class 36 contains 91969 members 
Mstep: Class 37 contains 8224 members 
Mstep: Class 38 contains 16178 members 
Mstep: Class 39 contains 7241 members 
Mstep: Class 40 contains 1690 members 
Mstep: Class 41 contains 82098 members 
Mstep: Class 42 contains 6238 members 
Mstep: Class 43 contains 18313 members 
Mstep: Class 44 contains 4220 members 
Mstep: Class 45 contains 52252 members 
Mstep: Class 46 contains 12825 members 
Mstep: Class 47 contains 141125 members 
Mstep: Class 48 contains 2337 members 
Mstep: Class 49 contains 26858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87433240.000000 Penalty: 32024.087891
Iteration 308Q: 50 clusters Score -8.743324e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 63366 members 
Mstep: Class 3 contains 70861 members 
Mstep: Class 4 contains 1209 members 
Mstep: Class 5 contains 47348 members 
Mstep: Class 6 contains 97913 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 153883 members 
Mstep: Class 9 contains 72383 members 
Mstep: Class 10 contains 5601 members 
Mstep: Class 11 contains 16039 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 8969 members 
Mstep: Class 14 contains 83061 members 
Mstep: Class 15 contains 12501 members 
Mstep: Class 16 contains 37905 members 
Mstep: Class 17 contains 7857 members 
Mstep: Class 18 contains 4019 members 
Mstep: Class 19 contains 77192 members 
Mstep: Class 20 contains 10522 members 
Mstep: Class 21 contains 77700 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 43718 members 
Mstep: Class 24 contains 7694 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 57101 members 
Mstep: Class 27 contains 146329 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6679 members 
Mstep: Class 30 contains 9634 members 
Mstep: Class 31 contains 80365 members 
Mstep: Class 32 contains 1219 members 
Mstep: Class 33 contains 22336 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 711 members 
Mstep: Class 36 contains 91570 members 
Mstep: Class 37 contains 8224 members 
Mstep: Class 38 contains 16220 members 
Mstep: Class 39 contains 7267 members 
Mstep: Class 40 contains 1688 members 
Mstep: Class 41 contains 82409 members 
Mstep: Class 42 contains 6226 members 
Mstep: Class 43 contains 18356 members 
Mstep: Class 44 contains 4225 members 
Mstep: Class 45 contains 51986 members 
Mstep: Class 46 contains 11957 members 
Mstep: Class 47 contains 143495 members 
Mstep: Class 48 contains 2348 members 
Mstep: Class 49 contains 26964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431664.000000 Penalty: 32024.087891
Iteration 309Q: 50 clusters Score -8.743166e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 63681 members 
Mstep: Class 3 contains 71010 members 
Mstep: Class 4 contains 1206 members 
Mstep: Class 5 contains 47355 members 
Mstep: Class 6 contains 97385 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 153644 members 
Mstep: Class 9 contains 72169 members 
Mstep: Class 10 contains 5603 members 
Mstep: Class 11 contains 16056 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 8851 members 
Mstep: Class 14 contains 83036 members 
Mstep: Class 15 contains 12435 members 
Mstep: Class 16 contains 37867 members 
Mstep: Class 17 contains 7852 members 
Mstep: Class 18 contains 3950 members 
Mstep: Class 19 contains 77060 members 
Mstep: Class 20 contains 10329 members 
Mstep: Class 21 contains 77976 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 43865 members 
Mstep: Class 24 contains 7545 members 
Mstep: Class 25 contains 2117 members 
Mstep: Class 26 contains 57412 members 
Mstep: Class 27 contains 146260 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6667 members 
Mstep: Class 30 contains 9661 members 
Mstep: Class 31 contains 80283 members 
Mstep: Class 32 contains 1219 members 
Mstep: Class 33 contains 22348 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 91059 members 
Mstep: Class 37 contains 8224 members 
Mstep: Class 38 contains 16256 members 
Mstep: Class 39 contains 7283 members 
Mstep: Class 40 contains 1687 members 
Mstep: Class 41 contains 82667 members 
Mstep: Class 42 contains 6212 members 
Mstep: Class 43 contains 18381 members 
Mstep: Class 44 contains 4227 members 
Mstep: Class 45 contains 51656 members 
Mstep: Class 46 contains 11143 members 
Mstep: Class 47 contains 145881 members 
Mstep: Class 48 contains 2364 members 
Mstep: Class 49 contains 27126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87430456.000000 Penalty: 32024.087891
Iteration 310Q: 50 clusters Score -8.743046e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 64058 members 
Mstep: Class 3 contains 71237 members 
Mstep: Class 4 contains 1202 members 
Mstep: Class 5 contains 47363 members 
Mstep: Class 6 contains 96784 members 
Mstep: Class 7 contains 4493 members 
Mstep: Class 8 contains 153404 members 
Mstep: Class 9 contains 71814 members 
Mstep: Class 10 contains 5608 members 
Mstep: Class 11 contains 16084 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 8791 members 
Mstep: Class 14 contains 83077 members 
Mstep: Class 15 contains 12378 members 
Mstep: Class 16 contains 37857 members 
Mstep: Class 17 contains 7854 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 76884 members 
Mstep: Class 20 contains 10107 members 
Mstep: Class 21 contains 78569 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 44058 members 
Mstep: Class 24 contains 7392 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 57749 members 
Mstep: Class 27 contains 146168 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6652 members 
Mstep: Class 30 contains 9714 members 
Mstep: Class 31 contains 80215 members 
Mstep: Class 32 contains 1218 members 
Mstep: Class 33 contains 22351 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 90437 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 16265 members 
Mstep: Class 39 contains 7308 members 
Mstep: Class 40 contains 1688 members 
Mstep: Class 41 contains 82961 members 
Mstep: Class 42 contains 6194 members 
Mstep: Class 43 contains 18392 members 
Mstep: Class 44 contains 4225 members 
Mstep: Class 45 contains 51293 members 
Mstep: Class 46 contains 10357 members 
Mstep: Class 47 contains 148087 members 
Mstep: Class 48 contains 2383 members 
Mstep: Class 49 contains 27209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87428240.000000 Penalty: 32024.087891
Iteration 311Q: 50 clusters Score -8.742824e+07 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 64430 members 
Mstep: Class 3 contains 71544 members 
Mstep: Class 4 contains 1197 members 
Mstep: Class 5 contains 47355 members 
Mstep: Class 6 contains 96121 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 8 contains 153340 members 
Mstep: Class 9 contains 71482 members 
Mstep: Class 10 contains 5610 members 
Mstep: Class 11 contains 16117 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 8789 members 
Mstep: Class 14 contains 83125 members 
Mstep: Class 15 contains 12315 members 
Mstep: Class 16 contains 37807 members 
Mstep: Class 17 contains 7851 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 76635 members 
Mstep: Class 20 contains 9880 members 
Mstep: Class 21 contains 79290 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 44265 members 
Mstep: Class 24 contains 7188 members 
Mstep: Class 25 contains 2113 members 
Mstep: Class 26 contains 58056 members 
Mstep: Class 27 contains 146154 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6636 members 
Mstep: Class 30 contains 9777 members 
Mstep: Class 31 contains 80193 members 
Mstep: Class 32 contains 1219 members 
Mstep: Class 33 contains 22361 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 89713 members 
Mstep: Class 37 contains 8224 members 
Mstep: Class 38 contains 16303 members 
Mstep: Class 39 contains 7332 members 
Mstep: Class 40 contains 1688 members 
Mstep: Class 41 contains 83230 members 
Mstep: Class 42 contains 6191 members 
Mstep: Class 43 contains 18407 members 
Mstep: Class 44 contains 4221 members 
Mstep: Class 45 contains 50937 members 
Mstep: Class 46 contains 9619 members 
Mstep: Class 47 contains 149904 members 
Mstep: Class 48 contains 2410 members 
Mstep: Class 49 contains 27324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87427064.000000 Penalty: 32024.087891
Iteration 312Q: 50 clusters Score -8.742706e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 64774 members 
Mstep: Class 3 contains 71892 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 47356 members 
Mstep: Class 6 contains 95589 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 8 contains 153321 members 
Mstep: Class 9 contains 71108 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 16155 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 8896 members 
Mstep: Class 14 contains 83352 members 
Mstep: Class 15 contains 12258 members 
Mstep: Class 16 contains 37755 members 
Mstep: Class 17 contains 7852 members 
Mstep: Class 18 contains 3801 members 
Mstep: Class 19 contains 76475 members 
Mstep: Class 20 contains 9680 members 
Mstep: Class 21 contains 79988 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 44488 members 
Mstep: Class 24 contains 7012 members 
Mstep: Class 25 contains 2109 members 
Mstep: Class 26 contains 58328 members 
Mstep: Class 27 contains 146120 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6624 members 
Mstep: Class 30 contains 9857 members 
Mstep: Class 31 contains 80224 members 
Mstep: Class 32 contains 1220 members 
Mstep: Class 33 contains 22374 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 88980 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 16351 members 
Mstep: Class 39 contains 7357 members 
Mstep: Class 40 contains 1687 members 
Mstep: Class 41 contains 83496 members 
Mstep: Class 42 contains 6178 members 
Mstep: Class 43 contains 18418 members 
Mstep: Class 44 contains 4221 members 
Mstep: Class 45 contains 50552 members 
Mstep: Class 46 contains 8888 members 
Mstep: Class 47 contains 151158 members 
Mstep: Class 48 contains 2423 members 
Mstep: Class 49 contains 27454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87426128.000000 Penalty: 32024.087891
Iteration 313Q: 50 clusters Score -8.742613e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 65151 members 
Mstep: Class 3 contains 72281 members 
Mstep: Class 4 contains 1194 members 
Mstep: Class 5 contains 47346 members 
Mstep: Class 6 contains 95097 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 153427 members 
Mstep: Class 9 contains 70736 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 16171 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9076 members 
Mstep: Class 14 contains 83703 members 
Mstep: Class 15 contains 12202 members 
Mstep: Class 16 contains 37755 members 
Mstep: Class 17 contains 7849 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 76320 members 
Mstep: Class 20 contains 9509 members 
Mstep: Class 21 contains 80602 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 44702 members 
Mstep: Class 24 contains 6843 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 58622 members 
Mstep: Class 27 contains 146153 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6601 members 
Mstep: Class 30 contains 9959 members 
Mstep: Class 31 contains 80250 members 
Mstep: Class 32 contains 1221 members 
Mstep: Class 33 contains 22392 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 724 members 
Mstep: Class 36 contains 88409 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 16427 members 
Mstep: Class 39 contains 7382 members 
Mstep: Class 40 contains 1688 members 
Mstep: Class 41 contains 83785 members 
Mstep: Class 42 contains 6160 members 
Mstep: Class 43 contains 18441 members 
Mstep: Class 44 contains 4223 members 
Mstep: Class 45 contains 50181 members 
Mstep: Class 46 contains 8171 members 
Mstep: Class 47 contains 151623 members 
Mstep: Class 48 contains 2438 members 
Mstep: Class 49 contains 27559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425568.000000 Penalty: 32024.087891
Iteration 314Q: 50 clusters Score -8.742557e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 65543 members 
Mstep: Class 3 contains 72622 members 
Mstep: Class 4 contains 1192 members 
Mstep: Class 5 contains 47336 members 
Mstep: Class 6 contains 94695 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 8 contains 153559 members 
Mstep: Class 9 contains 70391 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 16184 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9282 members 
Mstep: Class 14 contains 84042 members 
Mstep: Class 15 contains 12156 members 
Mstep: Class 16 contains 37781 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 3791 members 
Mstep: Class 19 contains 76094 members 
Mstep: Class 20 contains 9325 members 
Mstep: Class 21 contains 81137 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 44930 members 
Mstep: Class 24 contains 6730 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 58901 members 
Mstep: Class 27 contains 146237 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6588 members 
Mstep: Class 30 contains 10052 members 
Mstep: Class 31 contains 80291 members 
Mstep: Class 32 contains 1223 members 
Mstep: Class 33 contains 22411 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 723 members 
Mstep: Class 36 contains 87919 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 16476 members 
Mstep: Class 39 contains 7401 members 
Mstep: Class 40 contains 1686 members 
Mstep: Class 41 contains 84191 members 
Mstep: Class 42 contains 6149 members 
Mstep: Class 43 contains 18466 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 49822 members 
Mstep: Class 46 contains 7473 members 
Mstep: Class 47 contains 151755 members 
Mstep: Class 48 contains 2452 members 
Mstep: Class 49 contains 27640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425536.000000 Penalty: 32024.087891
Iteration 315Q: 50 clusters Score -8.742554e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 65928 members 
Mstep: Class 3 contains 72894 members 
Mstep: Class 4 contains 1193 members 
Mstep: Class 5 contains 47329 members 
Mstep: Class 6 contains 94322 members 
Mstep: Class 7 contains 4505 members 
Mstep: Class 8 contains 153770 members 
Mstep: Class 9 contains 70069 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 16197 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9484 members 
Mstep: Class 14 contains 84361 members 
Mstep: Class 15 contains 12108 members 
Mstep: Class 16 contains 37797 members 
Mstep: Class 17 contains 7821 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 75916 members 
Mstep: Class 20 contains 9164 members 
Mstep: Class 21 contains 81654 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 45181 members 
Mstep: Class 24 contains 6615 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 59159 members 
Mstep: Class 27 contains 146304 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6577 members 
Mstep: Class 30 contains 10136 members 
Mstep: Class 31 contains 80394 members 
Mstep: Class 32 contains 1224 members 
Mstep: Class 33 contains 22419 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 87508 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 16509 members 
Mstep: Class 39 contains 7415 members 
Mstep: Class 40 contains 1685 members 
Mstep: Class 41 contains 84594 members 
Mstep: Class 42 contains 6128 members 
Mstep: Class 43 contains 18489 members 
Mstep: Class 44 contains 4226 members 
Mstep: Class 45 contains 49428 members 
Mstep: Class 46 contains 6791 members 
Mstep: Class 47 contains 151667 members 
Mstep: Class 48 contains 2466 members 
Mstep: Class 49 contains 27739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87425248.000000 Penalty: 32024.087891
Iteration 316Q: 50 clusters Score -8.742525e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 66293 members 
Mstep: Class 3 contains 73073 members 
Mstep: Class 4 contains 1199 members 
Mstep: Class 5 contains 47331 members 
Mstep: Class 6 contains 93956 members 
Mstep: Class 7 contains 4512 members 
Mstep: Class 8 contains 154037 members 
Mstep: Class 9 contains 69756 members 
Mstep: Class 10 contains 5618 members 
Mstep: Class 11 contains 16204 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9674 members 
Mstep: Class 14 contains 84597 members 
Mstep: Class 15 contains 12064 members 
Mstep: Class 16 contains 37805 members 
Mstep: Class 17 contains 7810 members 
Mstep: Class 18 contains 3779 members 
Mstep: Class 19 contains 75806 members 
Mstep: Class 20 contains 9005 members 
Mstep: Class 21 contains 82134 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 45436 members 
Mstep: Class 24 contains 6530 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 59386 members 
Mstep: Class 27 contains 146414 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6561 members 
Mstep: Class 30 contains 10201 members 
Mstep: Class 31 contains 80492 members 
Mstep: Class 32 contains 1227 members 
Mstep: Class 33 contains 22422 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 87134 members 
Mstep: Class 37 contains 8223 members 
Mstep: Class 38 contains 16534 members 
Mstep: Class 39 contains 7427 members 
Mstep: Class 40 contains 1684 members 
Mstep: Class 41 contains 84953 members 
Mstep: Class 42 contains 6096 members 
Mstep: Class 43 contains 18514 members 
Mstep: Class 44 contains 4227 members 
Mstep: Class 45 contains 49053 members 
Mstep: Class 46 contains 6147 members 
Mstep: Class 47 contains 151572 members 
Mstep: Class 48 contains 2475 members 
Mstep: Class 49 contains 27856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424880.000000 Penalty: 32024.087891
Iteration 317Q: 50 clusters Score -8.742488e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 66688 members 
Mstep: Class 3 contains 73144 members 
Mstep: Class 4 contains 1203 members 
Mstep: Class 5 contains 47335 members 
Mstep: Class 6 contains 93641 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 8 contains 154313 members 
Mstep: Class 9 contains 69458 members 
Mstep: Class 10 contains 5620 members 
Mstep: Class 11 contains 16216 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9865 members 
Mstep: Class 14 contains 84751 members 
Mstep: Class 15 contains 12046 members 
Mstep: Class 16 contains 37794 members 
Mstep: Class 17 contains 7795 members 
Mstep: Class 18 contains 3772 members 
Mstep: Class 19 contains 75736 members 
Mstep: Class 20 contains 8832 members 
Mstep: Class 21 contains 82602 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 45701 members 
Mstep: Class 24 contains 6466 members 
Mstep: Class 25 contains 2092 members 
Mstep: Class 26 contains 59621 members 
Mstep: Class 27 contains 146580 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6549 members 
Mstep: Class 30 contains 10288 members 
Mstep: Class 31 contains 80550 members 
Mstep: Class 32 contains 1233 members 
Mstep: Class 33 contains 22434 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 86765 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16537 members 
Mstep: Class 39 contains 7446 members 
Mstep: Class 40 contains 1683 members 
Mstep: Class 41 contains 85304 members 
Mstep: Class 42 contains 6035 members 
Mstep: Class 43 contains 18541 members 
Mstep: Class 44 contains 4230 members 
Mstep: Class 45 contains 48725 members 
Mstep: Class 46 contains 5496 members 
Mstep: Class 47 contains 151443 members 
Mstep: Class 48 contains 2476 members 
Mstep: Class 49 contains 27942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87424824.000000 Penalty: 32024.087891
Iteration 318Q: 50 clusters Score -8.742482e+07 nChanged 7815
Entering ConstructFrom: 
Score: -87424824.000000 Penalty: 32024.087891
Entering ConstructFrom: 
Trying to split cluster 1 (17032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Entering Unmasked Estep 
Score: -965476.375000 Penalty: 443.299652
	Iteration 0F: 2 clusters Score -965476.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -954186.000000 Penalty: 886.599304
	Iteration 0F: 3 clusters Score -954186 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -958621.812500 Penalty: 886.599304
	Iteration 1F: 3 clusters Score -958621.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -958754.812500 Penalty: 886.599304
	Iteration 2Q: 3 clusters Score -958754.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -958931.062500 Penalty: 886.599304
	Iteration 3Q: 3 clusters Score -958931.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -959154.125000 Penalty: 886.599304
	Iteration 4Q: 3 clusters Score -959154.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -959518.875000 Penalty: 886.599304
	Iteration 5Q: 3 clusters Score -959518.9 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -960129.312500 Penalty: 886.599304
	Iteration 6F: 3 clusters Score -960129.3 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -961037.875000 Penalty: 886.599304
	Iteration 7F: 3 clusters Score -961037.9 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -962074.937500 Penalty: 886.599304
	Iteration 8F: 3 clusters Score -962074.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -962965.250000 Penalty: 886.599304
	Iteration 9F: 3 clusters Score -962965.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -963461.250000 Penalty: 886.599304
	Iteration 10Q: 3 clusters Score -963461.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -963734.250000 Penalty: 886.599304
	Iteration 11Q: 3 clusters Score -963734.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -963914.250000 Penalty: 886.599304
	Iteration 12Q: 3 clusters Score -963914.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -964049.812500 Penalty: 886.599304
	Iteration 13Q: 3 clusters Score -964049.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -964151.500000 Penalty: 886.599304
	Iteration 14Q: 3 clusters Score -964151.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -964225.500000 Penalty: 886.599304
	Iteration 15Q: 3 clusters Score -964225.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -964283.000000 Penalty: 886.599304
	Iteration 16Q: 3 clusters Score -964283 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -964349.500000 Penalty: 886.599304
	Iteration 17Q: 3 clusters Score -964349.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -964412.125000 Penalty: 886.599304
	Iteration 18Q: 3 clusters Score -964412.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -964458.250000 Penalty: 886.599304
	Iteration 19Q: 3 clusters Score -964458.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -964487.875000 Penalty: 886.599304
	Iteration 20F: 3 clusters Score -964487.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -964514.875000 Penalty: 886.599304
	Iteration 21Q: 3 clusters Score -964514.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -964540.375000 Penalty: 886.599304
	Iteration 22Q: 3 clusters Score -964540.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -964563.750000 Penalty: 886.599304
	Iteration 23Q: 3 clusters Score -964563.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -964585.875000 Penalty: 886.599304
	Iteration 24Q: 3 clusters Score -964585.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -964604.750000 Penalty: 886.599304
	Iteration 25Q: 3 clusters Score -964604.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -964623.250000 Penalty: 886.599304
	Iteration 26Q: 3 clusters Score -964623.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -964636.062500 Penalty: 886.599304
	Iteration 27Q: 3 clusters Score -964636.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -964663.937500 Penalty: 886.599304
	Iteration 28Q: 3 clusters Score -964663.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -964694.562500 Penalty: 886.599304
	Iteration 29Q: 3 clusters Score -964694.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -964722.812500 Penalty: 886.599304
	Iteration 30Q: 3 clusters Score -964722.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -964753.937500 Penalty: 886.599304
	Iteration 31Q: 3 clusters Score -964753.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -964783.437500 Penalty: 886.599304
	Iteration 32Q: 3 clusters Score -964783.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -964814.562500 Penalty: 886.599304
	Iteration 33Q: 3 clusters Score -964814.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -964837.125000 Penalty: 886.599304
	Iteration 34Q: 3 clusters Score -964837.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -964858.562500 Penalty: 886.599304
	Iteration 35Q: 3 clusters Score -964858.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -964874.500000 Penalty: 886.599304
	Iteration 36Q: 3 clusters Score -964874.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -964887.437500 Penalty: 886.599304
	Iteration 37Q: 3 clusters Score -964887.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -964895.625000 Penalty: 886.599304
	Iteration 38Q: 3 clusters Score -964895.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -964913.500000 Penalty: 886.599304
	Iteration 39Q: 3 clusters Score -964913.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -964927.625000 Penalty: 886.599304
	Iteration 40F: 3 clusters Score -964927.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -964942.062500 Penalty: 886.599304
	Iteration 41Q: 3 clusters Score -964942.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -964956.000000 Penalty: 886.599304
	Iteration 42Q: 3 clusters Score -964956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -964973.687500 Penalty: 886.599304
	Iteration 43Q: 3 clusters Score -964973.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -964980.687500 Penalty: 886.599304
	Iteration 44Q: 3 clusters Score -964980.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -964986.500000 Penalty: 886.599304
	Iteration 45Q: 3 clusters Score -964986.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -964989.562500 Penalty: 886.599304
	Iteration 46Q: 3 clusters Score -964989.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -964997.125000 Penalty: 886.599304
	Iteration 47Q: 3 clusters Score -964997.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -965004.312500 Penalty: 886.599304
	Iteration 48Q: 3 clusters Score -965004.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -965010.187500 Penalty: 886.599304
	Iteration 49Q: 3 clusters Score -965010.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -965013.437500 Penalty: 886.599304
	Iteration 50Q: 3 clusters Score -965013.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -965015.312500 Penalty: 886.599304
	Iteration 51Q: 3 clusters Score -965015.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -965019.437500 Penalty: 886.599304
	Iteration 52Q: 3 clusters Score -965019.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -965023.312500 Penalty: 886.599304
	Iteration 53Q: 3 clusters Score -965023.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -965028.187500 Penalty: 886.599304
	Iteration 54Q: 3 clusters Score -965028.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -965030.687500 Penalty: 886.599304
	Iteration 55Q: 3 clusters Score -965030.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -965033.500000 Penalty: 886.599304
	Iteration 56Q: 3 clusters Score -965033.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -965036.062500 Penalty: 886.599304
	Iteration 57Q: 3 clusters Score -965036.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -965038.062500 Penalty: 886.599304
	Iteration 58Q: 3 clusters Score -965038.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -965043.187500 Penalty: 886.599304
	Iteration 59Q: 3 clusters Score -965043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -965046.562500 Penalty: 886.599304
	Iteration 60F: 3 clusters Score -965046.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -965050.250000 Penalty: 886.599304
	Iteration 61Q: 3 clusters Score -965050.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -965051.875000 Penalty: 886.599304
	Iteration 62Q: 3 clusters Score -965051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -965057.687500 Penalty: 886.599304
	Iteration 63Q: 3 clusters Score -965057.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -965058.437500 Penalty: 886.599304
	Iteration 64Q: 3 clusters Score -965058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -965063.562500 Penalty: 886.599304
	Iteration 65Q: 3 clusters Score -965063.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -965066.312500 Penalty: 886.599304
	Iteration 66Q: 3 clusters Score -965066.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -965068.437500 Penalty: 886.599304
	Iteration 67Q: 3 clusters Score -965068.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -965069.750000 Penalty: 886.599304
	Iteration 68Q: 3 clusters Score -965069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -965071.750000 Penalty: 886.599304
	Iteration 69Q: 3 clusters Score -965071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -965072.937500 Penalty: 886.599304
	Iteration 70Q: 3 clusters Score -965072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -965074.500000 Penalty: 886.599304
	Iteration 71Q: 3 clusters Score -965074.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -965076.875000 Penalty: 886.599304
	Iteration 72Q: 3 clusters Score -965076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -965077.750000 Penalty: 886.599304
	Iteration 73Q: 3 clusters Score -965077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -965078.875000 Penalty: 886.599304
	Iteration 74Q: 3 clusters Score -965078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -965080.000000 Penalty: 886.599304
	Iteration 75Q: 3 clusters Score -965080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -965080.125000 Penalty: 886.599304
	Iteration 76Q: 3 clusters Score -965080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -965080.875000 Penalty: 886.599304
	Iteration 77Q: 3 clusters Score -965080.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -965081.125000 Penalty: 886.599304
	Iteration 78Q: 3 clusters Score -965081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -965082.750000 Penalty: 886.599304
	Iteration 79Q: 3 clusters Score -965082.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -965082.500000 Penalty: 886.599304
	Iteration 80F: 3 clusters Score -965082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -965084.750000 Penalty: 886.599304
	Iteration 81Q: 3 clusters Score -965084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -965083.812500 Penalty: 886.599304
	Iteration 82Q: 3 clusters Score -965083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -965086.687500 Penalty: 886.599304
	Iteration 83Q: 3 clusters Score -965086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -965088.375000 Penalty: 886.599304
	Iteration 84Q: 3 clusters Score -965088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -965090.750000 Penalty: 886.599304
	Iteration 85Q: 3 clusters Score -965090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -965090.562500 Penalty: 886.599304
	Iteration 86Q: 3 clusters Score -965090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -965090.375000 Penalty: 886.599304
	Iteration 87Q: 3 clusters Score -965090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -965091.437500 Penalty: 886.599304
	Iteration 88Q: 3 clusters Score -965091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -965091.437500 Penalty: 886.599304
	Iteration 89F: 3 clusters Score -965091.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Entering Unmasked Estep 
Score: -3742810.750000 Penalty: 505.697815
	Iteration 0F: 2 clusters Score -3742811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -3697546.000000 Penalty: 1011.395630
	Iteration 0F: 3 clusters Score -3697546 nChanged 32845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -3717585.250000 Penalty: 1011.395630
	Iteration 1F: 3 clusters Score -3717585 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3718809.500000 Penalty: 1011.395630
	Iteration 2Q: 3 clusters Score -3718810 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3720827.500000 Penalty: 1011.395630
	Iteration 3F: 3 clusters Score -3720828 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3724053.000000 Penalty: 1011.395630
	Iteration 4F: 3 clusters Score -3724053 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3728418.500000 Penalty: 1011.395630
	Iteration 5F: 3 clusters Score -3728418 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3731997.250000 Penalty: 1011.395630
	Iteration 6F: 3 clusters Score -3731997 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3733541.750000 Penalty: 1011.395630
	Iteration 7Q: 3 clusters Score -3733542 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3734339.500000 Penalty: 1011.395630
	Iteration 8Q: 3 clusters Score -3734340 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3735044.000000 Penalty: 1011.395630
	Iteration 9Q: 3 clusters Score -3735044 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3735739.000000 Penalty: 1011.395630
	Iteration 10Q: 3 clusters Score -3735739 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3736555.500000 Penalty: 1011.395630
	Iteration 11Q: 3 clusters Score -3736556 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3737414.500000 Penalty: 1011.395630
	Iteration 12Q: 3 clusters Score -3737414 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3738297.500000 Penalty: 1011.395630
	Iteration 13Q: 3 clusters Score -3738298 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3739154.500000 Penalty: 1011.395630
	Iteration 14Q: 3 clusters Score -3739154 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3739978.750000 Penalty: 1011.395630
	Iteration 15Q: 3 clusters Score -3739979 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3740673.250000 Penalty: 1011.395630
	Iteration 16Q: 3 clusters Score -3740673 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3741206.000000 Penalty: 1011.395630
	Iteration 17Q: 3 clusters Score -3741206 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3741582.250000 Penalty: 1011.395630
	Iteration 18Q: 3 clusters Score -3741582 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3741862.000000 Penalty: 1011.395630
	Iteration 19Q: 3 clusters Score -3741862 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3742063.250000 Penalty: 1011.395630
	Iteration 20F: 3 clusters Score -3742063 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3742228.000000 Penalty: 1011.395630
	Iteration 21Q: 3 clusters Score -3742228 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3742334.750000 Penalty: 1011.395630
	Iteration 22Q: 3 clusters Score -3742335 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64971 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3742417.250000 Penalty: 1011.395630
	Iteration 23Q: 3 clusters Score -3742417 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3742490.000000 Penalty: 1011.395630
	Iteration 24Q: 3 clusters Score -3742490 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65201 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3742542.500000 Penalty: 1011.395630
	Iteration 25Q: 3 clusters Score -3742542 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3742575.000000 Penalty: 1011.395630
	Iteration 26Q: 3 clusters Score -3742575 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3742598.750000 Penalty: 1011.395630
	Iteration 27Q: 3 clusters Score -3742599 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3742612.250000 Penalty: 1011.395630
	Iteration 28Q: 3 clusters Score -3742612 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3742627.500000 Penalty: 1011.395630
	Iteration 29Q: 3 clusters Score -3742628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3742635.500000 Penalty: 1011.395630
	Iteration 30Q: 3 clusters Score -3742636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3742642.500000 Penalty: 1011.395630
	Iteration 31Q: 3 clusters Score -3742642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3742644.000000 Penalty: 1011.395630
	Iteration 32Q: 3 clusters Score -3742644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3742647.750000 Penalty: 1011.395630
	Iteration 33Q: 3 clusters Score -3742648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3742652.750000 Penalty: 1011.395630
	Iteration 34Q: 3 clusters Score -3742653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3742652.750000 Penalty: 1011.395630
	Iteration 35Q: 3 clusters Score -3742653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65598 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3742656.250000 Penalty: 1011.395630
	Iteration 36Q: 3 clusters Score -3742656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3742656.750000 Penalty: 1011.395630
	Iteration 37Q: 3 clusters Score -3742657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3742655.000000 Penalty: 1011.395630
	Iteration 38Q: 3 clusters Score -3742655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3742655.000000 Penalty: 1011.395630
	Iteration 39Q: 3 clusters Score -3742655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3742653.500000 Penalty: 1011.395630
	Iteration 40F: 3 clusters Score -3742654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3742653.750000 Penalty: 1011.395630
	Iteration 41Q: 3 clusters Score -3742654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3742652.500000 Penalty: 1011.395630
	Iteration 42Q: 3 clusters Score -3742652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3742650.750000 Penalty: 1011.395630
	Iteration 43Q: 3 clusters Score -3742651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3742655.000000 Penalty: 1011.395630
	Iteration 44Q: 3 clusters Score -3742655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3742652.250000 Penalty: 1011.395630
	Iteration 45Q: 3 clusters Score -3742652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3742652.250000 Penalty: 1011.395630
	Iteration 46F: 3 clusters Score -3742652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (73194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Entering Unmasked Estep 
Score: -3848733.250000 Penalty: 509.639526
	Iteration 0F: 2 clusters Score -3848733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -3799483.500000 Penalty: 1019.279053
	Iteration 0F: 3 clusters Score -3799484 nChanged 35726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -3820906.750000 Penalty: 1019.279053
	Iteration 1F: 3 clusters Score -3820907 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -3822018.500000 Penalty: 1019.279053
	Iteration 2Q: 3 clusters Score -3822018 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3823623.250000 Penalty: 1019.279053
	Iteration 3F: 3 clusters Score -3823623 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3826117.500000 Penalty: 1019.279053
	Iteration 4F: 3 clusters Score -3826118 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3829813.250000 Penalty: 1019.279053
	Iteration 5F: 3 clusters Score -3829813 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3834760.250000 Penalty: 1019.279053
	Iteration 6F: 3 clusters Score -3834760 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -3839865.250000 Penalty: 1019.279053
	Iteration 7F: 3 clusters Score -3839865 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3843446.250000 Penalty: 1019.279053
	Iteration 8Q: 3 clusters Score -3843446 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3845373.500000 Penalty: 1019.279053
	Iteration 9Q: 3 clusters Score -3845374 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3846306.250000 Penalty: 1019.279053
	Iteration 10Q: 3 clusters Score -3846306 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -3846813.500000 Penalty: 1019.279053
	Iteration 11Q: 3 clusters Score -3846814 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3847176.500000 Penalty: 1019.279053
	Iteration 12Q: 3 clusters Score -3847176 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3847451.750000 Penalty: 1019.279053
	Iteration 13Q: 3 clusters Score -3847452 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70445 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3847663.500000 Penalty: 1019.279053
	Iteration 14Q: 3 clusters Score -3847664 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3847806.000000 Penalty: 1019.279053
	Iteration 15Q: 3 clusters Score -3847806 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3847929.000000 Penalty: 1019.279053
	Iteration 16Q: 3 clusters Score -3847929 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3848013.250000 Penalty: 1019.279053
	Iteration 17Q: 3 clusters Score -3848013 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3848102.750000 Penalty: 1019.279053
	Iteration 18Q: 3 clusters Score -3848103 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3848167.250000 Penalty: 1019.279053
	Iteration 19Q: 3 clusters Score -3848167 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71789 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3848237.250000 Penalty: 1019.279053
	Iteration 20F: 3 clusters Score -3848237 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3848296.750000 Penalty: 1019.279053
	Iteration 21Q: 3 clusters Score -3848297 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3848331.500000 Penalty: 1019.279053
	Iteration 22Q: 3 clusters Score -3848332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3848387.750000 Penalty: 1019.279053
	Iteration 23Q: 3 clusters Score -3848388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3848397.500000 Penalty: 1019.279053
	Iteration 24Q: 3 clusters Score -3848398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3848404.750000 Penalty: 1019.279053
	Iteration 25Q: 3 clusters Score -3848405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72297 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3848404.250000 Penalty: 1019.279053
	Iteration 26Q: 3 clusters Score -3848404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3848410.750000 Penalty: 1019.279053
	Iteration 27Q: 3 clusters Score -3848411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3848408.250000 Penalty: 1019.279053
	Iteration 28Q: 3 clusters Score -3848408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3848415.000000 Penalty: 1019.279053
	Iteration 29Q: 3 clusters Score -3848415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3848423.000000 Penalty: 1019.279053
	Iteration 30Q: 3 clusters Score -3848423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3848426.000000 Penalty: 1019.279053
	Iteration 31Q: 3 clusters Score -3848426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3848426.500000 Penalty: 1019.279053
	Iteration 32Q: 3 clusters Score -3848426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3848431.500000 Penalty: 1019.279053
	Iteration 33Q: 3 clusters Score -3848432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3848429.750000 Penalty: 1019.279053
	Iteration 34Q: 3 clusters Score -3848430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3848432.250000 Penalty: 1019.279053
	Iteration 35Q: 3 clusters Score -3848432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72546 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3848434.000000 Penalty: 1019.279053
	Iteration 36Q: 3 clusters Score -3848434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3848443.250000 Penalty: 1019.279053
	Iteration 37Q: 3 clusters Score -3848443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3848443.500000 Penalty: 1019.279053
	Iteration 38Q: 3 clusters Score -3848444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3848447.500000 Penalty: 1019.279053
	Iteration 39Q: 3 clusters Score -3848448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3848447.750000 Penalty: 1019.279053
	Iteration 40F: 3 clusters Score -3848448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3848448.500000 Penalty: 1019.279053
	Iteration 41Q: 3 clusters Score -3848448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72639 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3848446.500000 Penalty: 1019.279053
	Iteration 42Q: 3 clusters Score -3848446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3848452.250000 Penalty: 1019.279053
	Iteration 43Q: 3 clusters Score -3848452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3848450.500000 Penalty: 1019.279053
	Iteration 44Q: 3 clusters Score -3848450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72666 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3848453.500000 Penalty: 1019.279053
	Iteration 45Q: 3 clusters Score -3848454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3848455.000000 Penalty: 1019.279053
	Iteration 46Q: 3 clusters Score -3848455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3848445.250000 Penalty: 1019.279053
	Iteration 47Q: 3 clusters Score -3848445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3848452.000000 Penalty: 1019.279053
	Iteration 48Q: 3 clusters Score -3848452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3848453.250000 Penalty: 1019.279053
	Iteration 49Q: 3 clusters Score -3848453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3848448.000000 Penalty: 1019.279053
	Iteration 50Q: 3 clusters Score -3848448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3848448.000000 Penalty: 1019.279053
	Iteration 51F: 3 clusters Score -3848448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -60848.109375 Penalty: 322.976105
	Iteration 0F: 2 clusters Score -60848.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -59927.296875 Penalty: 645.952209
	Iteration 0F: 3 clusters Score -59927.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60235.851562 Penalty: 645.952209
	Iteration 1F: 3 clusters Score -60235.85 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -60342.500000 Penalty: 645.952209
	Iteration 2F: 3 clusters Score -60342.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -60407.417969 Penalty: 645.952209
	Iteration 3F: 3 clusters Score -60407.42 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -60454.324219 Penalty: 645.952209
	Iteration 4F: 3 clusters Score -60454.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -60488.167969 Penalty: 645.952209
	Iteration 5Q: 3 clusters Score -60488.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -60514.746094 Penalty: 645.952209
	Iteration 6Q: 3 clusters Score -60514.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -60532.773438 Penalty: 645.952209
	Iteration 7Q: 3 clusters Score -60532.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -60544.285156 Penalty: 645.952209
	Iteration 8Q: 3 clusters Score -60544.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -60554.527344 Penalty: 645.952209
	Iteration 9Q: 3 clusters Score -60554.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -60559.121094 Penalty: 645.952209
	Iteration 10Q: 3 clusters Score -60559.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -60562.746094 Penalty: 645.952209
	Iteration 11Q: 3 clusters Score -60562.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -60565.710938 Penalty: 645.952209
	Iteration 12Q: 3 clusters Score -60565.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -60567.750000 Penalty: 645.952209
	Iteration 13Q: 3 clusters Score -60567.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -60569.953125 Penalty: 645.952209
	Iteration 14Q: 3 clusters Score -60569.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -60571.039062 Penalty: 645.952209
	Iteration 15Q: 3 clusters Score -60571.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -60574.218750 Penalty: 645.952209
	Iteration 16Q: 3 clusters Score -60574.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -60577.066406 Penalty: 645.952209
	Iteration 17Q: 3 clusters Score -60577.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -60580.523438 Penalty: 645.952209
	Iteration 18Q: 3 clusters Score -60580.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -60583.484375 Penalty: 645.952209
	Iteration 19Q: 3 clusters Score -60583.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -60585.605469 Penalty: 645.952209
	Iteration 20F: 3 clusters Score -60585.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -60588.289062 Penalty: 645.952209
	Iteration 21Q: 3 clusters Score -60588.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -60590.023438 Penalty: 645.952209
	Iteration 22Q: 3 clusters Score -60590.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -60591.890625 Penalty: 645.952209
	Iteration 23Q: 3 clusters Score -60591.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -60595.054688 Penalty: 645.952209
	Iteration 24Q: 3 clusters Score -60595.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -60598.976562 Penalty: 645.952209
	Iteration 25Q: 3 clusters Score -60598.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -60601.753906 Penalty: 645.952209
	Iteration 26Q: 3 clusters Score -60601.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -60602.664062 Penalty: 645.952209
	Iteration 27Q: 3 clusters Score -60602.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -60604.023438 Penalty: 645.952209
	Iteration 28Q: 3 clusters Score -60604.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -60604.566406 Penalty: 645.952209
	Iteration 29Q: 3 clusters Score -60604.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -60605.105469 Penalty: 645.952209
	Iteration 30Q: 3 clusters Score -60605.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -60605.476562 Penalty: 645.952209
	Iteration 31Q: 3 clusters Score -60605.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -60605.609375 Penalty: 645.952209
	Iteration 32Q: 3 clusters Score -60605.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -60605.609375 Penalty: 645.952209
	Iteration 33F: 3 clusters Score -60605.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Entering Unmasked Estep 
Score: -2379509.500000 Penalty: 489.807739
	Iteration 0F: 2 clusters Score -2379510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2347635.500000 Penalty: 979.615479
	Iteration 0F: 3 clusters Score -2347636 nChanged 22942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -2361731.000000 Penalty: 979.615479
	Iteration 1F: 3 clusters Score -2361731 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -2363204.000000 Penalty: 979.615479
	Iteration 2F: 3 clusters Score -2363204 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -2365760.250000 Penalty: 979.615479
	Iteration 3F: 3 clusters Score -2365760 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -2369618.250000 Penalty: 979.615479
	Iteration 4F: 3 clusters Score -2369618 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -2373631.500000 Penalty: 979.615479
	Iteration 5F: 3 clusters Score -2373632 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -2376323.500000 Penalty: 979.615479
	Iteration 6F: 3 clusters Score -2376324 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -2377738.250000 Penalty: 979.615479
	Iteration 7Q: 3 clusters Score -2377738 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -2378484.000000 Penalty: 979.615479
	Iteration 8Q: 3 clusters Score -2378484 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -2378817.750000 Penalty: 979.615479
	Iteration 9Q: 3 clusters Score -2378818 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -2378963.250000 Penalty: 979.615479
	Iteration 10Q: 3 clusters Score -2378963 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -2379039.000000 Penalty: 979.615479
	Iteration 11Q: 3 clusters Score -2379039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -2379071.500000 Penalty: 979.615479
	Iteration 12Q: 3 clusters Score -2379072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -2379095.000000 Penalty: 979.615479
	Iteration 13Q: 3 clusters Score -2379095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -2379120.000000 Penalty: 979.615479
	Iteration 14Q: 3 clusters Score -2379120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -2379128.000000 Penalty: 979.615479
	Iteration 15Q: 3 clusters Score -2379128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -2379132.500000 Penalty: 979.615479
	Iteration 16Q: 3 clusters Score -2379132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -2379139.750000 Penalty: 979.615479
	Iteration 17Q: 3 clusters Score -2379140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -2379154.750000 Penalty: 979.615479
	Iteration 18Q: 3 clusters Score -2379155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -2379160.500000 Penalty: 979.615479
	Iteration 19Q: 3 clusters Score -2379160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -2379168.500000 Penalty: 979.615479
	Iteration 20F: 3 clusters Score -2379168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -2379170.000000 Penalty: 979.615479
	Iteration 21Q: 3 clusters Score -2379170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -2379170.500000 Penalty: 979.615479
	Iteration 22Q: 3 clusters Score -2379170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -2379170.500000 Penalty: 979.615479
	Iteration 23F: 3 clusters Score -2379170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (93333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Entering Unmasked Estep 
Score: -5156784.500000 Penalty: 520.698730
	Iteration 0F: 2 clusters Score -5156784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -5095084.500000 Penalty: 1041.397461
	Iteration 0F: 3 clusters Score -5095084 nChanged 45664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -5123442.000000 Penalty: 1041.397461
	Iteration 1F: 3 clusters Score -5123442 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -5125349.000000 Penalty: 1041.397461
	Iteration 2Q: 3 clusters Score -5125349 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -5128825.000000 Penalty: 1041.397461
	Iteration 3F: 3 clusters Score -5128825 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -5134459.500000 Penalty: 1041.397461
	Iteration 4F: 3 clusters Score -5134460 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -5141487.500000 Penalty: 1041.397461
	Iteration 5F: 3 clusters Score -5141488 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -5147778.000000 Penalty: 1041.397461
	Iteration 6F: 3 clusters Score -5147778 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -5151762.000000 Penalty: 1041.397461
	Iteration 7Q: 3 clusters Score -5151762 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88609 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -5153811.000000 Penalty: 1041.397461
	Iteration 8Q: 3 clusters Score -5153811 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90220 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5154937.000000 Penalty: 1041.397461
	Iteration 9Q: 3 clusters Score -5154937 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91316 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5155561.500000 Penalty: 1041.397461
	Iteration 10Q: 3 clusters Score -5155562 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92014 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5155892.000000 Penalty: 1041.397461
	Iteration 11Q: 3 clusters Score -5155892 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92468 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5156107.000000 Penalty: 1041.397461
	Iteration 12Q: 3 clusters Score -5156107 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92746 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5156192.500000 Penalty: 1041.397461
	Iteration 13Q: 3 clusters Score -5156192 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5156266.000000 Penalty: 1041.397461
	Iteration 14Q: 3 clusters Score -5156266 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93030 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5156308.000000 Penalty: 1041.397461
	Iteration 15Q: 3 clusters Score -5156308 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5156347.000000 Penalty: 1041.397461
	Iteration 16Q: 3 clusters Score -5156347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5156360.500000 Penalty: 1041.397461
	Iteration 17Q: 3 clusters Score -5156360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93148 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -5156378.000000 Penalty: 1041.397461
	Iteration 18Q: 3 clusters Score -5156378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5156392.000000 Penalty: 1041.397461
	Iteration 19Q: 3 clusters Score -5156392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -5156404.500000 Penalty: 1041.397461
	Iteration 20F: 3 clusters Score -5156404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5156409.500000 Penalty: 1041.397461
	Iteration 21Q: 3 clusters Score -5156410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5156415.000000 Penalty: 1041.397461
	Iteration 22Q: 3 clusters Score -5156415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93211 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -5156421.500000 Penalty: 1041.397461
	Iteration 23Q: 3 clusters Score -5156422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5156423.000000 Penalty: 1041.397461
	Iteration 24Q: 3 clusters Score -5156423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5156425.500000 Penalty: 1041.397461
	Iteration 25Q: 3 clusters Score -5156426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5156429.500000 Penalty: 1041.397461
	Iteration 26Q: 3 clusters Score -5156430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5156435.000000 Penalty: 1041.397461
	Iteration 27Q: 3 clusters Score -5156435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5156435.500000 Penalty: 1041.397461
	Iteration 28Q: 3 clusters Score -5156436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -5156435.500000 Penalty: 1041.397461
	Iteration 29F: 3 clusters Score -5156436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Entering Unmasked Estep 
Score: -234778.984375 Penalty: 382.950226
	Iteration 0F: 2 clusters Score -234779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -231713.359375 Penalty: 765.900452
	Iteration 0F: 3 clusters Score -231713.4 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -232958.796875 Penalty: 765.900452
	Iteration 1F: 3 clusters Score -232958.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -233159.500000 Penalty: 765.900452
	Iteration 2F: 3 clusters Score -233159.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -233407.203125 Penalty: 765.900452
	Iteration 3F: 3 clusters Score -233407.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -233748.093750 Penalty: 765.900452
	Iteration 4F: 3 clusters Score -233748.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -234092.187500 Penalty: 765.900452
	Iteration 5F: 3 clusters Score -234092.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -234306.656250 Penalty: 765.900452
	Iteration 6F: 3 clusters Score -234306.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -234439.875000 Penalty: 765.900452
	Iteration 7Q: 3 clusters Score -234439.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -234503.828125 Penalty: 765.900452
	Iteration 8Q: 3 clusters Score -234503.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -234540.578125 Penalty: 765.900452
	Iteration 9Q: 3 clusters Score -234540.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -234563.859375 Penalty: 765.900452
	Iteration 10Q: 3 clusters Score -234563.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -234583.484375 Penalty: 765.900452
	Iteration 11Q: 3 clusters Score -234583.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -234593.109375 Penalty: 765.900452
	Iteration 12Q: 3 clusters Score -234593.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -234601.937500 Penalty: 765.900452
	Iteration 13Q: 3 clusters Score -234601.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -234614.250000 Penalty: 765.900452
	Iteration 14Q: 3 clusters Score -234614.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -234621.031250 Penalty: 765.900452
	Iteration 15Q: 3 clusters Score -234621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -234624.671875 Penalty: 765.900452
	Iteration 16Q: 3 clusters Score -234624.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -234625.453125 Penalty: 765.900452
	Iteration 17Q: 3 clusters Score -234625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -234626.921875 Penalty: 765.900452
	Iteration 18Q: 3 clusters Score -234626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -234626.796875 Penalty: 765.900452
	Iteration 19Q: 3 clusters Score -234626.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -234626.796875 Penalty: 765.900452
	Iteration 20F: 3 clusters Score -234626.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (154591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154591 members 
Entering Unmasked Estep 
Score: -8032763.000000 Penalty: 543.658447
	Iteration 0F: 2 clusters Score -8032763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -7928342.500000 Penalty: 1087.316895
	Iteration 0F: 3 clusters Score -7928342 nChanged 75926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 84038 members 
Entering Unmasked Estep 
Score: -7973913.000000 Penalty: 1087.316895
	Iteration 1F: 3 clusters Score -7973913 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -7975701.500000 Penalty: 1087.316895
	Iteration 2Q: 3 clusters Score -7975702 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -7978610.000000 Penalty: 1087.316895
	Iteration 3Q: 3 clusters Score -7978610 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -7983905.500000 Penalty: 1087.316895
	Iteration 4F: 3 clusters Score -7983906 nChanged 10829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 110516 members 
Entering Unmasked Estep 
Score: -7992137.000000 Penalty: 1087.316895
	Iteration 5F: 3 clusters Score -7992137 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 121677 members 
Entering Unmasked Estep 
Score: -8003151.000000 Penalty: 1087.316895
	Iteration 6F: 3 clusters Score -8003151 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 131197 members 
Entering Unmasked Estep 
Score: -8013461.000000 Penalty: 1087.316895
	Iteration 7F: 3 clusters Score -8013461 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 137346 members 
Entering Unmasked Estep 
Score: -8019893.500000 Penalty: 1087.316895
	Iteration 8Q: 3 clusters Score -8019894 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 140974 members 
Entering Unmasked Estep 
Score: -8023074.500000 Penalty: 1087.316895
	Iteration 9Q: 3 clusters Score -8023074 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 143458 members 
Entering Unmasked Estep 
Score: -8024929.500000 Penalty: 1087.316895
	Iteration 10Q: 3 clusters Score -8024930 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 145417 members 
Entering Unmasked Estep 
Score: -8026147.500000 Penalty: 1087.316895
	Iteration 11Q: 3 clusters Score -8026148 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 147052 members 
Entering Unmasked Estep 
Score: -8027338.500000 Penalty: 1087.316895
	Iteration 12Q: 3 clusters Score -8027338 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 148508 members 
Entering Unmasked Estep 
Score: -8028397.000000 Penalty: 1087.316895
	Iteration 13Q: 3 clusters Score -8028397 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 149743 members 
Entering Unmasked Estep 
Score: -8029266.000000 Penalty: 1087.316895
	Iteration 14Q: 3 clusters Score -8029266 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -8030089.000000 Penalty: 1087.316895
	Iteration 15Q: 3 clusters Score -8030089 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 151607 members 
Entering Unmasked Estep 
Score: -8030724.500000 Penalty: 1087.316895
	Iteration 16Q: 3 clusters Score -8030724 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 152214 members 
Entering Unmasked Estep 
Score: -8031152.500000 Penalty: 1087.316895
	Iteration 17Q: 3 clusters Score -8031152 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -8031438.000000 Penalty: 1087.316895
	Iteration 18Q: 3 clusters Score -8031438 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 153038 members 
Entering Unmasked Estep 
Score: -8031638.500000 Penalty: 1087.316895
	Iteration 19Q: 3 clusters Score -8031638 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 153292 members 
Entering Unmasked Estep 
Score: -8031776.000000 Penalty: 1087.316895
	Iteration 20F: 3 clusters Score -8031776 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 153474 members 
Entering Unmasked Estep 
Score: -8031847.500000 Penalty: 1087.316895
	Iteration 21Q: 3 clusters Score -8031848 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 153615 members 
Entering Unmasked Estep 
Score: -8031918.500000 Penalty: 1087.316895
	Iteration 22Q: 3 clusters Score -8031918 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 153731 members 
Entering Unmasked Estep 
Score: -8031988.500000 Penalty: 1087.316895
	Iteration 23Q: 3 clusters Score -8031988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 153819 members 
Entering Unmasked Estep 
Score: -8032031.000000 Penalty: 1087.316895
	Iteration 24Q: 3 clusters Score -8032031 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 153885 members 
Entering Unmasked Estep 
Score: -8032075.500000 Penalty: 1087.316895
	Iteration 25Q: 3 clusters Score -8032076 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
Score: -8032129.000000 Penalty: 1087.316895
	Iteration 26Q: 3 clusters Score -8032129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 153997 members 
Entering Unmasked Estep 
Score: -8032160.500000 Penalty: 1087.316895
	Iteration 27Q: 3 clusters Score -8032160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 154031 members 
Entering Unmasked Estep 
Score: -8032180.500000 Penalty: 1087.316895
	Iteration 28Q: 3 clusters Score -8032180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 154055 members 
Entering Unmasked Estep 
Score: -8032190.500000 Penalty: 1087.316895
	Iteration 29Q: 3 clusters Score -8032190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 154081 members 
Entering Unmasked Estep 
Score: -8032205.000000 Penalty: 1087.316895
	Iteration 30Q: 3 clusters Score -8032205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 154094 members 
Entering Unmasked Estep 
Score: -8032214.000000 Penalty: 1087.316895
	Iteration 31Q: 3 clusters Score -8032214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 154108 members 
Entering Unmasked Estep 
Score: -8032229.500000 Penalty: 1087.316895
	Iteration 32Q: 3 clusters Score -8032230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 154124 members 
Entering Unmasked Estep 
Score: -8032231.500000 Penalty: 1087.316895
	Iteration 33Q: 3 clusters Score -8032232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 154132 members 
Entering Unmasked Estep 
Score: -8032235.500000 Penalty: 1087.316895
	Iteration 34Q: 3 clusters Score -8032236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 154139 members 
Entering Unmasked Estep 
Score: -8032233.500000 Penalty: 1087.316895
	Iteration 35Q: 3 clusters Score -8032234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 154138 members 
Entering Unmasked Estep 
Score: -8032235.500000 Penalty: 1087.316895
	Iteration 36Q: 3 clusters Score -8032236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 154139 members 
Entering Unmasked Estep 
Score: -8032237.000000 Penalty: 1087.316895
	Iteration 37Q: 3 clusters Score -8032237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -8032245.500000 Penalty: 1087.316895
	Iteration 38Q: 3 clusters Score -8032246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 154146 members 
Entering Unmasked Estep 
Score: -8032242.500000 Penalty: 1087.316895
	Iteration 39Q: 3 clusters Score -8032242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 154149 members 
Entering Unmasked Estep 
Score: -8032248.500000 Penalty: 1087.316895
	Iteration 40F: 3 clusters Score -8032248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 154148 members 
Entering Unmasked Estep 
Score: -8032246.500000 Penalty: 1087.316895
	Iteration 41Q: 3 clusters Score -8032246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 154148 members 
Entering Unmasked Estep 
Score: -8032246.500000 Penalty: 1087.316895
	Iteration 42F: 3 clusters Score -8032246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Entering Unmasked Estep 
Score: -3725129.500000 Penalty: 507.081177
	Iteration 0F: 2 clusters Score -3725130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -3678705.500000 Penalty: 1014.162354
	Iteration 0F: 3 clusters Score -3678706 nChanged 33698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -3699456.000000 Penalty: 1014.162354
	Iteration 1F: 3 clusters Score -3699456 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -3700627.500000 Penalty: 1014.162354
	Iteration 2Q: 3 clusters Score -3700628 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3702650.750000 Penalty: 1014.162354
	Iteration 3F: 3 clusters Score -3702651 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3705766.500000 Penalty: 1014.162354
	Iteration 4F: 3 clusters Score -3705766 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3709889.250000 Penalty: 1014.162354
	Iteration 5F: 3 clusters Score -3709889 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3714020.500000 Penalty: 1014.162354
	Iteration 6F: 3 clusters Score -3714020 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3716978.750000 Penalty: 1014.162354
	Iteration 7Q: 3 clusters Score -3716979 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3718832.250000 Penalty: 1014.162354
	Iteration 8Q: 3 clusters Score -3718832 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3719992.750000 Penalty: 1014.162354
	Iteration 9Q: 3 clusters Score -3719993 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63606 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3720908.250000 Penalty: 1014.162354
	Iteration 10Q: 3 clusters Score -3720908 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64853 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3721746.500000 Penalty: 1014.162354
	Iteration 11Q: 3 clusters Score -3721746 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3722496.750000 Penalty: 1014.162354
	Iteration 12Q: 3 clusters Score -3722497 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3723173.750000 Penalty: 1014.162354
	Iteration 13Q: 3 clusters Score -3723174 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3723686.500000 Penalty: 1014.162354
	Iteration 14Q: 3 clusters Score -3723686 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68209 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3724052.500000 Penalty: 1014.162354
	Iteration 15Q: 3 clusters Score -3724052 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3724278.250000 Penalty: 1014.162354
	Iteration 16Q: 3 clusters Score -3724278 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3724412.500000 Penalty: 1014.162354
	Iteration 17Q: 3 clusters Score -3724412 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3724487.000000 Penalty: 1014.162354
	Iteration 18Q: 3 clusters Score -3724487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3724572.500000 Penalty: 1014.162354
	Iteration 19Q: 3 clusters Score -3724572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3724619.500000 Penalty: 1014.162354
	Iteration 20F: 3 clusters Score -3724620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -3724638.250000 Penalty: 1014.162354
	Iteration 21Q: 3 clusters Score -3724638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -3724663.000000 Penalty: 1014.162354
	Iteration 22Q: 3 clusters Score -3724663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -3724674.500000 Penalty: 1014.162354
	Iteration 23Q: 3 clusters Score -3724674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -3724689.750000 Penalty: 1014.162354
	Iteration 24Q: 3 clusters Score -3724690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -3724693.500000 Penalty: 1014.162354
	Iteration 25Q: 3 clusters Score -3724694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -3724696.750000 Penalty: 1014.162354
	Iteration 26Q: 3 clusters Score -3724697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3724695.250000 Penalty: 1014.162354
	Iteration 27Q: 3 clusters Score -3724695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -3724696.500000 Penalty: 1014.162354
	Iteration 28Q: 3 clusters Score -3724696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69114 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -3724696.500000 Penalty: 1014.162354
	Iteration 29F: 3 clusters Score -3724696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Entering Unmasked Estep 
Score: -289904.031250 Penalty: 392.867126
	Iteration 0F: 2 clusters Score -289904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -286176.562500 Penalty: 785.734253
	Iteration 0F: 3 clusters Score -286176.6 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -287764.062500 Penalty: 785.734253
	Iteration 1F: 3 clusters Score -287764.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -288135.562500 Penalty: 785.734253
	Iteration 2F: 3 clusters Score -288135.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -288508.500000 Penalty: 785.734253
	Iteration 3F: 3 clusters Score -288508.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -288849.312500 Penalty: 785.734253
	Iteration 4F: 3 clusters Score -288849.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -289115.187500 Penalty: 785.734253
	Iteration 5F: 3 clusters Score -289115.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -289256.343750 Penalty: 785.734253
	Iteration 6Q: 3 clusters Score -289256.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -289354.906250 Penalty: 785.734253
	Iteration 7Q: 3 clusters Score -289354.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -289446.031250 Penalty: 785.734253
	Iteration 8Q: 3 clusters Score -289446 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -289536.281250 Penalty: 785.734253
	Iteration 9Q: 3 clusters Score -289536.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -289636.281250 Penalty: 785.734253
	Iteration 10Q: 3 clusters Score -289636.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -289706.593750 Penalty: 785.734253
	Iteration 11Q: 3 clusters Score -289706.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -289740.062500 Penalty: 785.734253
	Iteration 12Q: 3 clusters Score -289740.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -289764.937500 Penalty: 785.734253
	Iteration 13Q: 3 clusters Score -289764.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -289781.468750 Penalty: 785.734253
	Iteration 14Q: 3 clusters Score -289781.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -289798.093750 Penalty: 785.734253
	Iteration 15Q: 3 clusters Score -289798.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -289804.812500 Penalty: 785.734253
	Iteration 16Q: 3 clusters Score -289804.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -289808.437500 Penalty: 785.734253
	Iteration 17Q: 3 clusters Score -289808.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -289810.218750 Penalty: 785.734253
	Iteration 18Q: 3 clusters Score -289810.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -289814.187500 Penalty: 785.734253
	Iteration 19Q: 3 clusters Score -289814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -289815.000000 Penalty: 785.734253
	Iteration 20F: 3 clusters Score -289815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -289815.656250 Penalty: 785.734253
	Iteration 21Q: 3 clusters Score -289815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -289815.187500 Penalty: 785.734253
	Iteration 22Q: 3 clusters Score -289815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -289815.812500 Penalty: 785.734253
	Iteration 23Q: 3 clusters Score -289815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -289815.750000 Penalty: 785.734253
	Iteration 24Q: 3 clusters Score -289815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -289816.250000 Penalty: 785.734253
	Iteration 25Q: 3 clusters Score -289816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -289816.000000 Penalty: 785.734253
	Iteration 26Q: 3 clusters Score -289816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -289816.000000 Penalty: 785.734253
	Iteration 27F: 3 clusters Score -289816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Entering Unmasked Estep 
Score: -845905.625000 Penalty: 441.065765
	Iteration 0F: 2 clusters Score -845905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -835105.437500 Penalty: 882.131531
	Iteration 0F: 3 clusters Score -835105.4 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -839620.562500 Penalty: 882.131531
	Iteration 1F: 3 clusters Score -839620.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -839879.562500 Penalty: 882.131531
	Iteration 2Q: 3 clusters Score -839879.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -840190.375000 Penalty: 882.131531
	Iteration 3Q: 3 clusters Score -840190.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -840638.875000 Penalty: 882.131531
	Iteration 4F: 3 clusters Score -840638.9 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -841282.687500 Penalty: 882.131531
	Iteration 5F: 3 clusters Score -841282.7 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -842160.437500 Penalty: 882.131531
	Iteration 6F: 3 clusters Score -842160.4 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -843118.625000 Penalty: 882.131531
	Iteration 7F: 3 clusters Score -843118.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -843734.937500 Penalty: 882.131531
	Iteration 8F: 3 clusters Score -843734.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -844074.125000 Penalty: 882.131531
	Iteration 9Q: 3 clusters Score -844074.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -844322.500000 Penalty: 882.131531
	Iteration 10Q: 3 clusters Score -844322.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -844547.750000 Penalty: 882.131531
	Iteration 11Q: 3 clusters Score -844547.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -844781.437500 Penalty: 882.131531
	Iteration 12Q: 3 clusters Score -844781.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -845012.000000 Penalty: 882.131531
	Iteration 13Q: 3 clusters Score -845012 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -845219.812500 Penalty: 882.131531
	Iteration 14Q: 3 clusters Score -845219.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -845403.687500 Penalty: 882.131531
	Iteration 15Q: 3 clusters Score -845403.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -845589.000000 Penalty: 882.131531
	Iteration 16Q: 3 clusters Score -845589 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -845773.250000 Penalty: 882.131531
	Iteration 17Q: 3 clusters Score -845773.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -845910.062500 Penalty: 882.131531
	Iteration 18Q: 3 clusters Score -845910.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -845998.250000 Penalty: 882.131531
	Iteration 19Q: 3 clusters Score -845998.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -846068.375000 Penalty: 882.131531
	Iteration 20F: 3 clusters Score -846068.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -846122.625000 Penalty: 882.131531
	Iteration 21Q: 3 clusters Score -846122.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -846157.750000 Penalty: 882.131531
	Iteration 22Q: 3 clusters Score -846157.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -846173.125000 Penalty: 882.131531
	Iteration 23Q: 3 clusters Score -846173.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -846183.812500 Penalty: 882.131531
	Iteration 24Q: 3 clusters Score -846183.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -846186.812500 Penalty: 882.131531
	Iteration 25Q: 3 clusters Score -846186.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -846188.375000 Penalty: 882.131531
	Iteration 26Q: 3 clusters Score -846188.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -846192.375000 Penalty: 882.131531
	Iteration 27Q: 3 clusters Score -846192.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -846192.437500 Penalty: 882.131531
	Iteration 28Q: 3 clusters Score -846192.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -846192.812500 Penalty: 882.131531
	Iteration 29Q: 3 clusters Score -846192.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -846193.500000 Penalty: 882.131531
	Iteration 30Q: 3 clusters Score -846193.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -846196.187500 Penalty: 882.131531
	Iteration 31Q: 3 clusters Score -846196.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -846196.312500 Penalty: 882.131531
	Iteration 32Q: 3 clusters Score -846196.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -846195.312500 Penalty: 882.131531
	Iteration 33Q: 3 clusters Score -846195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -846196.062500 Penalty: 882.131531
	Iteration 34Q: 3 clusters Score -846196.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -846197.437500 Penalty: 882.131531
	Iteration 35Q: 3 clusters Score -846197.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -846198.000000 Penalty: 882.131531
	Iteration 36Q: 3 clusters Score -846198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -846197.812500 Penalty: 882.131531
	Iteration 37Q: 3 clusters Score -846197.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -846196.437500 Penalty: 882.131531
	Iteration 38Q: 3 clusters Score -846196.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -846198.875000 Penalty: 882.131531
	Iteration 39Q: 3 clusters Score -846198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -846199.500000 Penalty: 882.131531
	Iteration 40F: 3 clusters Score -846199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -846201.000000 Penalty: 882.131531
	Iteration 41Q: 3 clusters Score -846201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -846201.062500 Penalty: 882.131531
	Iteration 42Q: 3 clusters Score -846201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -846200.750000 Penalty: 882.131531
	Iteration 43Q: 3 clusters Score -846200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -846198.750000 Penalty: 882.131531
	Iteration 44Q: 3 clusters Score -846198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -846200.062500 Penalty: 882.131531
	Iteration 45Q: 3 clusters Score -846200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -846200.312500 Penalty: 882.131531
	Iteration 46Q: 3 clusters Score -846200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -846200.937500 Penalty: 882.131531
	Iteration 47Q: 3 clusters Score -846200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -846201.562500 Penalty: 882.131531
	Iteration 48Q: 3 clusters Score -846201.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -846200.562500 Penalty: 882.131531
	Iteration 49Q: 3 clusters Score -846200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -846200.562500 Penalty: 882.131531
	Iteration 50F: 3 clusters Score -846200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 67120 members 
Mstep: Class 3 contains 73194 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 47335 members 
Mstep: Class 6 contains 93333 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 154591 members 
Mstep: Class 9 contains 69192 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 3874 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10046 members 
Mstep: Class 14 contains 84880 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 37749 members 
Mstep: Class 17 contains 7787 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 75691 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 83081 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 45937 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 59858 members 
Mstep: Class 27 contains 146730 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6538 members 
Mstep: Class 30 contains 10347 members 
Mstep: Class 31 contains 80619 members 
Mstep: Class 32 contains 1234 members 
Mstep: Class 33 contains 22451 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 86457 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16566 members 
Mstep: Class 39 contains 7460 members 
Mstep: Class 40 contains 1682 members 
Mstep: Class 41 contains 85611 members 
Mstep: Class 42 contains 5955 members 
Mstep: Class 43 contains 18552 members 
Mstep: Class 44 contains 4240 members 
Mstep: Class 45 contains 48366 members 
Mstep: Class 46 contains 4831 members 
Mstep: Class 47 contains 151304 members 
Mstep: Class 48 contains 2480 members 
Mstep: Class 49 contains 28069 members 
Mstep: Class 50 contains 12342 members 
Entering Unmasked Estep 
Score: -87423872.000000 Penalty: 32677.640625
Splitting cluster 11 changes total score from -87424824.000000 to -87423872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -60823.691406 Penalty: 324.673767
	Iteration 0F: 2 clusters Score -60823.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -59867.160156 Penalty: 649.347534
	Iteration 0F: 3 clusters Score -59867.16 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -60112.312500 Penalty: 649.347534
	Iteration 1F: 3 clusters Score -60112.31 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -60172.906250 Penalty: 649.347534
	Iteration 2F: 3 clusters Score -60172.91 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -60217.402344 Penalty: 649.347534
	Iteration 3F: 3 clusters Score -60217.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -60257.152344 Penalty: 649.347534
	Iteration 4Q: 3 clusters Score -60257.15 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -60291.863281 Penalty: 649.347534
	Iteration 5Q: 3 clusters Score -60291.86 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -60326.695312 Penalty: 649.347534
	Iteration 6Q: 3 clusters Score -60326.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -60359.062500 Penalty: 649.347534
	Iteration 7Q: 3 clusters Score -60359.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -60400.140625 Penalty: 649.347534
	Iteration 8Q: 3 clusters Score -60400.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -60433.574219 Penalty: 649.347534
	Iteration 9Q: 3 clusters Score -60433.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -60455.097656 Penalty: 649.347534
	Iteration 10Q: 3 clusters Score -60455.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -60472.984375 Penalty: 649.347534
	Iteration 11Q: 3 clusters Score -60472.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -60484.738281 Penalty: 649.347534
	Iteration 12Q: 3 clusters Score -60484.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -60492.058594 Penalty: 649.347534
	Iteration 13Q: 3 clusters Score -60492.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -60498.957031 Penalty: 649.347534
	Iteration 14Q: 3 clusters Score -60498.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -60508.816406 Penalty: 649.347534
	Iteration 15Q: 3 clusters Score -60508.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -60517.230469 Penalty: 649.347534
	Iteration 16Q: 3 clusters Score -60517.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -60520.367188 Penalty: 649.347534
	Iteration 17Q: 3 clusters Score -60520.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -60524.250000 Penalty: 649.347534
	Iteration 18Q: 3 clusters Score -60524.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -60528.488281 Penalty: 649.347534
	Iteration 19Q: 3 clusters Score -60528.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -60529.214844 Penalty: 649.347534
	Iteration 20F: 3 clusters Score -60529.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -60531.386719 Penalty: 649.347534
	Iteration 21Q: 3 clusters Score -60531.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -60533.640625 Penalty: 649.347534
	Iteration 22Q: 3 clusters Score -60533.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -60533.640625 Penalty: 649.347534
	Iteration 23F: 3 clusters Score -60533.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Entering Unmasked Estep 
Score: -553892.000000 Penalty: 419.279297
	Iteration 0F: 2 clusters Score -553892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -547108.625000 Penalty: 838.558594
	Iteration 0F: 3 clusters Score -547108.6 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -550138.750000 Penalty: 838.558594
	Iteration 1F: 3 clusters Score -550138.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -550577.500000 Penalty: 838.558594
	Iteration 2F: 3 clusters Score -550577.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -551072.937500 Penalty: 838.558594
	Iteration 3F: 3 clusters Score -551072.9 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -551568.625000 Penalty: 838.558594
	Iteration 4F: 3 clusters Score -551568.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -551982.437500 Penalty: 838.558594
	Iteration 5F: 3 clusters Score -551982.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -552220.187500 Penalty: 838.558594
	Iteration 6Q: 3 clusters Score -552220.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -552300.187500 Penalty: 838.558594
	Iteration 7Q: 3 clusters Score -552300.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -552345.875000 Penalty: 838.558594
	Iteration 8Q: 3 clusters Score -552345.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -552402.687500 Penalty: 838.558594
	Iteration 9Q: 3 clusters Score -552402.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -552469.562500 Penalty: 838.558594
	Iteration 10Q: 3 clusters Score -552469.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -552531.437500 Penalty: 838.558594
	Iteration 11Q: 3 clusters Score -552531.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -552589.312500 Penalty: 838.558594
	Iteration 12Q: 3 clusters Score -552589.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -552654.625000 Penalty: 838.558594
	Iteration 13Q: 3 clusters Score -552654.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -552720.437500 Penalty: 838.558594
	Iteration 14Q: 3 clusters Score -552720.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -552782.125000 Penalty: 838.558594
	Iteration 15Q: 3 clusters Score -552782.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -552837.250000 Penalty: 838.558594
	Iteration 16Q: 3 clusters Score -552837.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -552883.375000 Penalty: 838.558594
	Iteration 17Q: 3 clusters Score -552883.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -552923.500000 Penalty: 838.558594
	Iteration 18Q: 3 clusters Score -552923.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -552947.562500 Penalty: 838.558594
	Iteration 19Q: 3 clusters Score -552947.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -552970.562500 Penalty: 838.558594
	Iteration 20F: 3 clusters Score -552970.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -552990.937500 Penalty: 838.558594
	Iteration 21Q: 3 clusters Score -552990.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -553012.187500 Penalty: 838.558594
	Iteration 22Q: 3 clusters Score -553012.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -553025.812500 Penalty: 838.558594
	Iteration 23Q: 3 clusters Score -553025.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -553038.937500 Penalty: 838.558594
	Iteration 24Q: 3 clusters Score -553038.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -553055.187500 Penalty: 838.558594
	Iteration 25Q: 3 clusters Score -553055.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -553068.875000 Penalty: 838.558594
	Iteration 26Q: 3 clusters Score -553068.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -553083.812500 Penalty: 838.558594
	Iteration 27Q: 3 clusters Score -553083.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -553091.062500 Penalty: 838.558594
	Iteration 28Q: 3 clusters Score -553091.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -553098.125000 Penalty: 838.558594
	Iteration 29Q: 3 clusters Score -553098.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -553103.312500 Penalty: 838.558594
	Iteration 30Q: 3 clusters Score -553103.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -553110.750000 Penalty: 838.558594
	Iteration 31Q: 3 clusters Score -553110.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -553120.937500 Penalty: 838.558594
	Iteration 32Q: 3 clusters Score -553120.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -553129.562500 Penalty: 838.558594
	Iteration 33Q: 3 clusters Score -553129.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -553135.687500 Penalty: 838.558594
	Iteration 34Q: 3 clusters Score -553135.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -553146.187500 Penalty: 838.558594
	Iteration 35Q: 3 clusters Score -553146.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -553150.500000 Penalty: 838.558594
	Iteration 36Q: 3 clusters Score -553150.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -553159.437500 Penalty: 838.558594
	Iteration 37Q: 3 clusters Score -553159.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -553164.000000 Penalty: 838.558594
	Iteration 38Q: 3 clusters Score -553164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -553171.375000 Penalty: 838.558594
	Iteration 39Q: 3 clusters Score -553171.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -553175.187500 Penalty: 838.558594
	Iteration 40F: 3 clusters Score -553175.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -553181.625000 Penalty: 838.558594
	Iteration 41Q: 3 clusters Score -553181.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -553187.562500 Penalty: 838.558594
	Iteration 42Q: 3 clusters Score -553187.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -553191.937500 Penalty: 838.558594
	Iteration 43Q: 3 clusters Score -553191.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -553196.000000 Penalty: 838.558594
	Iteration 44Q: 3 clusters Score -553196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -553201.250000 Penalty: 838.558594
	Iteration 45Q: 3 clusters Score -553201.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -553205.812500 Penalty: 838.558594
	Iteration 46Q: 3 clusters Score -553205.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -553212.125000 Penalty: 838.558594
	Iteration 47Q: 3 clusters Score -553212.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -553217.562500 Penalty: 838.558594
	Iteration 48Q: 3 clusters Score -553217.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -553221.312500 Penalty: 838.558594
	Iteration 49Q: 3 clusters Score -553221.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -553223.875000 Penalty: 838.558594
	Iteration 50Q: 3 clusters Score -553223.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -553225.000000 Penalty: 838.558594
	Iteration 51Q: 3 clusters Score -553225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -553226.750000 Penalty: 838.558594
	Iteration 52Q: 3 clusters Score -553226.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -553229.312500 Penalty: 838.558594
	Iteration 53Q: 3 clusters Score -553229.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -553229.187500 Penalty: 838.558594
	Iteration 54Q: 3 clusters Score -553229.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -553231.437500 Penalty: 838.558594
	Iteration 55Q: 3 clusters Score -553231.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -553233.437500 Penalty: 838.558594
	Iteration 56Q: 3 clusters Score -553233.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -553236.812500 Penalty: 838.558594
	Iteration 57Q: 3 clusters Score -553236.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -553239.687500 Penalty: 838.558594
	Iteration 58Q: 3 clusters Score -553239.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -553241.437500 Penalty: 838.558594
	Iteration 59Q: 3 clusters Score -553241.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -553245.062500 Penalty: 838.558594
	Iteration 60F: 3 clusters Score -553245.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -553248.562500 Penalty: 838.558594
	Iteration 61Q: 3 clusters Score -553248.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -553252.687500 Penalty: 838.558594
	Iteration 62Q: 3 clusters Score -553252.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -553258.937500 Penalty: 838.558594
	Iteration 63Q: 3 clusters Score -553258.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -553262.937500 Penalty: 838.558594
	Iteration 64Q: 3 clusters Score -553262.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -553273.437500 Penalty: 838.558594
	Iteration 65Q: 3 clusters Score -553273.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -553280.625000 Penalty: 838.558594
	Iteration 66Q: 3 clusters Score -553280.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -553292.812500 Penalty: 838.558594
	Iteration 67Q: 3 clusters Score -553292.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -553303.125000 Penalty: 838.558594
	Iteration 68Q: 3 clusters Score -553303.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -553317.375000 Penalty: 838.558594
	Iteration 69Q: 3 clusters Score -553317.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -553326.125000 Penalty: 838.558594
	Iteration 70Q: 3 clusters Score -553326.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -553333.875000 Penalty: 838.558594
	Iteration 71Q: 3 clusters Score -553333.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -553340.250000 Penalty: 838.558594
	Iteration 72Q: 3 clusters Score -553340.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -553344.750000 Penalty: 838.558594
	Iteration 73Q: 3 clusters Score -553344.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -553351.250000 Penalty: 838.558594
	Iteration 74Q: 3 clusters Score -553351.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -553358.062500 Penalty: 838.558594
	Iteration 75Q: 3 clusters Score -553358.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -553364.250000 Penalty: 838.558594
	Iteration 76Q: 3 clusters Score -553364.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -553370.625000 Penalty: 838.558594
	Iteration 77Q: 3 clusters Score -553370.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -553376.000000 Penalty: 838.558594
	Iteration 78Q: 3 clusters Score -553376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -553380.187500 Penalty: 838.558594
	Iteration 79Q: 3 clusters Score -553380.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -553387.875000 Penalty: 838.558594
	Iteration 80F: 3 clusters Score -553387.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -553394.562500 Penalty: 838.558594
	Iteration 81Q: 3 clusters Score -553394.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -553401.062500 Penalty: 838.558594
	Iteration 82Q: 3 clusters Score -553401.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -553407.500000 Penalty: 838.558594
	Iteration 83Q: 3 clusters Score -553407.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -553414.875000 Penalty: 838.558594
	Iteration 84Q: 3 clusters Score -553414.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -553419.062500 Penalty: 838.558594
	Iteration 85Q: 3 clusters Score -553419.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -553422.562500 Penalty: 838.558594
	Iteration 86Q: 3 clusters Score -553422.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -553424.062500 Penalty: 838.558594
	Iteration 87Q: 3 clusters Score -553424.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -553424.500000 Penalty: 838.558594
	Iteration 88Q: 3 clusters Score -553424.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -553425.812500 Penalty: 838.558594
	Iteration 89Q: 3 clusters Score -553425.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -553429.562500 Penalty: 838.558594
	Iteration 90Q: 3 clusters Score -553429.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -553435.062500 Penalty: 838.558594
	Iteration 91Q: 3 clusters Score -553435.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -553440.000000 Penalty: 838.558594
	Iteration 92Q: 3 clusters Score -553440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -553442.250000 Penalty: 838.558594
	Iteration 93Q: 3 clusters Score -553442.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -553446.562500 Penalty: 838.558594
	Iteration 94Q: 3 clusters Score -553446.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -553452.000000 Penalty: 838.558594
	Iteration 95Q: 3 clusters Score -553452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -553456.750000 Penalty: 838.558594
	Iteration 96Q: 3 clusters Score -553456.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -553466.500000 Penalty: 838.558594
	Iteration 97Q: 3 clusters Score -553466.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -553476.625000 Penalty: 838.558594
	Iteration 98Q: 3 clusters Score -553476.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -553482.750000 Penalty: 838.558594
	Iteration 99Q: 3 clusters Score -553482.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -553485.625000 Penalty: 838.558594
	Iteration 100F: 3 clusters Score -553485.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -553489.250000 Penalty: 838.558594
	Iteration 101Q: 3 clusters Score -553489.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -553494.250000 Penalty: 838.558594
	Iteration 102Q: 3 clusters Score -553494.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -553497.687500 Penalty: 838.558594
	Iteration 103Q: 3 clusters Score -553497.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -553502.062500 Penalty: 838.558594
	Iteration 104Q: 3 clusters Score -553502.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -553507.875000 Penalty: 838.558594
	Iteration 105Q: 3 clusters Score -553507.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -553513.000000 Penalty: 838.558594
	Iteration 106Q: 3 clusters Score -553513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -553516.437500 Penalty: 838.558594
	Iteration 107Q: 3 clusters Score -553516.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -553519.250000 Penalty: 838.558594
	Iteration 108Q: 3 clusters Score -553519.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -553520.937500 Penalty: 838.558594
	Iteration 109Q: 3 clusters Score -553520.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -553522.750000 Penalty: 838.558594
	Iteration 110Q: 3 clusters Score -553522.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -553527.312500 Penalty: 838.558594
	Iteration 111Q: 3 clusters Score -553527.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -553526.750000 Penalty: 838.558594
	Iteration 112Q: 3 clusters Score -553526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -553527.375000 Penalty: 838.558594
	Iteration 113Q: 3 clusters Score -553527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -553527.125000 Penalty: 838.558594
	Iteration 114Q: 3 clusters Score -553527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -553527.125000 Penalty: 838.558594
	Iteration 115Q: 3 clusters Score -553527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -553526.750000 Penalty: 838.558594
	Iteration 116Q: 3 clusters Score -553526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -553526.750000 Penalty: 838.558594
	Iteration 117Q: 3 clusters Score -553526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -553527.812500 Penalty: 838.558594
	Iteration 118Q: 3 clusters Score -553527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -553527.875000 Penalty: 838.558594
	Iteration 119Q: 3 clusters Score -553527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -553527.875000 Penalty: 838.558594
	Iteration 120F: 3 clusters Score -553527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (84880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Entering Unmasked Estep 
Score: -4478605.500000 Penalty: 516.379211
	Iteration 0F: 2 clusters Score -4478606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -4421812.000000 Penalty: 1032.758423
	Iteration 0F: 3 clusters Score -4421812 nChanged 41263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -4448037.500000 Penalty: 1032.758423
	Iteration 1F: 3 clusters Score -4448038 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -4450143.000000 Penalty: 1032.758423
	Iteration 2Q: 3 clusters Score -4450143 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -4453283.500000 Penalty: 1032.758423
	Iteration 3F: 3 clusters Score -4453284 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -4457636.500000 Penalty: 1032.758423
	Iteration 4F: 3 clusters Score -4457636 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -4462182.500000 Penalty: 1032.758423
	Iteration 5F: 3 clusters Score -4462182 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -4464733.500000 Penalty: 1032.758423
	Iteration 6F: 3 clusters Score -4464734 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -4465567.500000 Penalty: 1032.758423
	Iteration 7Q: 3 clusters Score -4465568 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4465838.000000 Penalty: 1032.758423
	Iteration 8Q: 3 clusters Score -4465838 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -4466002.000000 Penalty: 1032.758423
	Iteration 9Q: 3 clusters Score -4466002 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4466174.000000 Penalty: 1032.758423
	Iteration 10Q: 3 clusters Score -4466174 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -4466347.000000 Penalty: 1032.758423
	Iteration 11Q: 3 clusters Score -4466347 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4466511.000000 Penalty: 1032.758423
	Iteration 12Q: 3 clusters Score -4466511 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -4466672.000000 Penalty: 1032.758423
	Iteration 13Q: 3 clusters Score -4466672 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4466833.000000 Penalty: 1032.758423
	Iteration 14Q: 3 clusters Score -4466833 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -4466988.000000 Penalty: 1032.758423
	Iteration 15Q: 3 clusters Score -4466988 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4467164.000000 Penalty: 1032.758423
	Iteration 16Q: 3 clusters Score -4467164 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53952 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4467318.000000 Penalty: 1032.758423
	Iteration 17Q: 3 clusters Score -4467318 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -4467551.000000 Penalty: 1032.758423
	Iteration 18Q: 3 clusters Score -4467551 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -4467790.000000 Penalty: 1032.758423
	Iteration 19Q: 3 clusters Score -4467790 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -4468070.500000 Penalty: 1032.758423
	Iteration 20F: 3 clusters Score -4468070 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -4468321.500000 Penalty: 1032.758423
	Iteration 21Q: 3 clusters Score -4468322 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -4468604.000000 Penalty: 1032.758423
	Iteration 22Q: 3 clusters Score -4468604 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -4468976.000000 Penalty: 1032.758423
	Iteration 23Q: 3 clusters Score -4468976 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -4469384.500000 Penalty: 1032.758423
	Iteration 24Q: 3 clusters Score -4469384 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -4469803.500000 Penalty: 1032.758423
	Iteration 25Q: 3 clusters Score -4469804 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -4470279.000000 Penalty: 1032.758423
	Iteration 26Q: 3 clusters Score -4470279 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66252 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4470852.000000 Penalty: 1032.758423
	Iteration 27Q: 3 clusters Score -4470852 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4471436.500000 Penalty: 1032.758423
	Iteration 28Q: 3 clusters Score -4471436 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69368 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -4472076.500000 Penalty: 1032.758423
	Iteration 29Q: 3 clusters Score -4472076 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4472696.500000 Penalty: 1032.758423
	Iteration 30Q: 3 clusters Score -4472696 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72347 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4473346.500000 Penalty: 1032.758423
	Iteration 31Q: 3 clusters Score -4473346 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -4473920.500000 Penalty: 1032.758423
	Iteration 32Q: 3 clusters Score -4473920 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -4474478.500000 Penalty: 1032.758423
	Iteration 33Q: 3 clusters Score -4474478 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76221 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -4475012.000000 Penalty: 1032.758423
	Iteration 34Q: 3 clusters Score -4475012 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77339 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -4475490.000000 Penalty: 1032.758423
	Iteration 35Q: 3 clusters Score -4475490 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -4475907.000000 Penalty: 1032.758423
	Iteration 36Q: 3 clusters Score -4475907 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4476353.500000 Penalty: 1032.758423
	Iteration 37Q: 3 clusters Score -4476354 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -4476746.500000 Penalty: 1032.758423
	Iteration 38Q: 3 clusters Score -4476746 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4477153.000000 Penalty: 1032.758423
	Iteration 39Q: 3 clusters Score -4477153 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81600 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4477496.000000 Penalty: 1032.758423
	Iteration 40F: 3 clusters Score -4477496 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4477802.500000 Penalty: 1032.758423
	Iteration 41Q: 3 clusters Score -4477802 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4478032.500000 Penalty: 1032.758423
	Iteration 42Q: 3 clusters Score -4478032 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4478218.500000 Penalty: 1032.758423
	Iteration 43Q: 3 clusters Score -4478218 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4478316.500000 Penalty: 1032.758423
	Iteration 44Q: 3 clusters Score -4478316 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83288 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4478390.000000 Penalty: 1032.758423
	Iteration 45Q: 3 clusters Score -4478390 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4478450.500000 Penalty: 1032.758423
	Iteration 46Q: 3 clusters Score -4478450 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4478490.000000 Penalty: 1032.758423
	Iteration 47Q: 3 clusters Score -4478490 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4478517.500000 Penalty: 1032.758423
	Iteration 48Q: 3 clusters Score -4478518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4478551.500000 Penalty: 1032.758423
	Iteration 49Q: 3 clusters Score -4478552 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83675 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4478562.000000 Penalty: 1032.758423
	Iteration 50Q: 3 clusters Score -4478562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4478590.500000 Penalty: 1032.758423
	Iteration 51Q: 3 clusters Score -4478590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83770 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4478608.000000 Penalty: 1032.758423
	Iteration 52Q: 3 clusters Score -4478608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4478637.500000 Penalty: 1032.758423
	Iteration 53Q: 3 clusters Score -4478638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4478650.500000 Penalty: 1032.758423
	Iteration 54Q: 3 clusters Score -4478650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4478662.500000 Penalty: 1032.758423
	Iteration 55Q: 3 clusters Score -4478662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4478686.000000 Penalty: 1032.758423
	Iteration 56Q: 3 clusters Score -4478686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4478686.000000 Penalty: 1032.758423
	Iteration 57Q: 3 clusters Score -4478686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4478691.000000 Penalty: 1032.758423
	Iteration 58Q: 3 clusters Score -4478691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4478703.500000 Penalty: 1032.758423
	Iteration 59Q: 3 clusters Score -4478704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4478709.000000 Penalty: 1032.758423
	Iteration 60F: 3 clusters Score -4478709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4478709.000000 Penalty: 1032.758423
	Iteration 61Q: 3 clusters Score -4478709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84023 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4478714.000000 Penalty: 1032.758423
	Iteration 62Q: 3 clusters Score -4478714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4478715.500000 Penalty: 1032.758423
	Iteration 63Q: 3 clusters Score -4478716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4478712.500000 Penalty: 1032.758423
	Iteration 64Q: 3 clusters Score -4478712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4478713.500000 Penalty: 1032.758423
	Iteration 65Q: 3 clusters Score -4478714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4478717.000000 Penalty: 1032.758423
	Iteration 66Q: 3 clusters Score -4478717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4478712.000000 Penalty: 1032.758423
	Iteration 67Q: 3 clusters Score -4478712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4478715.500000 Penalty: 1032.758423
	Iteration 68Q: 3 clusters Score -4478716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4478715.000000 Penalty: 1032.758423
	Iteration 69Q: 3 clusters Score -4478715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4478715.000000 Penalty: 1032.758423
	Iteration 70Q: 3 clusters Score -4478715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4478713.500000 Penalty: 1032.758423
	Iteration 71Q: 3 clusters Score -4478714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4478713.500000 Penalty: 1032.758423
	Iteration 72F: 3 clusters Score -4478714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 67120 members 
Mstep: Class 3 contains 73194 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 47335 members 
Mstep: Class 6 contains 93333 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 154591 members 
Mstep: Class 9 contains 69192 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 16216 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10046 members 
Mstep: Class 14 contains 84079 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 37749 members 
Mstep: Class 17 contains 7787 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 75691 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 83081 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 45937 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 59858 members 
Mstep: Class 27 contains 146730 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6538 members 
Mstep: Class 30 contains 10347 members 
Mstep: Class 31 contains 80619 members 
Mstep: Class 32 contains 1234 members 
Mstep: Class 33 contains 22451 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 86457 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16566 members 
Mstep: Class 39 contains 7460 members 
Mstep: Class 40 contains 1682 members 
Mstep: Class 41 contains 85611 members 
Mstep: Class 42 contains 5955 members 
Mstep: Class 43 contains 18552 members 
Mstep: Class 44 contains 4240 members 
Mstep: Class 45 contains 48366 members 
Mstep: Class 46 contains 4831 members 
Mstep: Class 47 contains 151304 members 
Mstep: Class 48 contains 2480 members 
Mstep: Class 49 contains 28069 members 
Mstep: Class 50 contains 801 members 
Entering Unmasked Estep 
Score: -87423728.000000 Penalty: 32677.640625
Splitting cluster 14 changes total score from -87424824.000000 to -87423728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (12020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Entering Unmasked Estep 
Score: -653815.562500 Penalty: 427.441895
	Iteration 0F: 2 clusters Score -653815.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -645794.312500 Penalty: 854.883789
	Iteration 0F: 3 clusters Score -645794.3 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -648976.062500 Penalty: 854.883789
	Iteration 1F: 3 clusters Score -648976.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -649146.250000 Penalty: 854.883789
	Iteration 2Q: 3 clusters Score -649146.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -649339.812500 Penalty: 854.883789
	Iteration 3Q: 3 clusters Score -649339.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -649560.750000 Penalty: 854.883789
	Iteration 4Q: 3 clusters Score -649560.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -649903.750000 Penalty: 854.883789
	Iteration 5Q: 3 clusters Score -649903.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -650424.437500 Penalty: 854.883789
	Iteration 6F: 3 clusters Score -650424.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -651001.000000 Penalty: 854.883789
	Iteration 7F: 3 clusters Score -651001 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -651408.875000 Penalty: 854.883789
	Iteration 8F: 3 clusters Score -651408.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -651625.625000 Penalty: 854.883789
	Iteration 9Q: 3 clusters Score -651625.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -651746.437500 Penalty: 854.883789
	Iteration 10Q: 3 clusters Score -651746.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -651867.437500 Penalty: 854.883789
	Iteration 11Q: 3 clusters Score -651867.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -652007.312500 Penalty: 854.883789
	Iteration 12Q: 3 clusters Score -652007.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -652146.437500 Penalty: 854.883789
	Iteration 13Q: 3 clusters Score -652146.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -652298.250000 Penalty: 854.883789
	Iteration 14Q: 3 clusters Score -652298.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -652473.062500 Penalty: 854.883789
	Iteration 15Q: 3 clusters Score -652473.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -652630.125000 Penalty: 854.883789
	Iteration 16Q: 3 clusters Score -652630.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -652798.562500 Penalty: 854.883789
	Iteration 17Q: 3 clusters Score -652798.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -652989.812500 Penalty: 854.883789
	Iteration 18Q: 3 clusters Score -652989.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -653187.187500 Penalty: 854.883789
	Iteration 19Q: 3 clusters Score -653187.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -653356.625000 Penalty: 854.883789
	Iteration 20F: 3 clusters Score -653356.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -653464.500000 Penalty: 854.883789
	Iteration 21Q: 3 clusters Score -653464.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -653514.062500 Penalty: 854.883789
	Iteration 22Q: 3 clusters Score -653514.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -653534.937500 Penalty: 854.883789
	Iteration 23Q: 3 clusters Score -653534.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -653544.062500 Penalty: 854.883789
	Iteration 24Q: 3 clusters Score -653544.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -653553.625000 Penalty: 854.883789
	Iteration 25Q: 3 clusters Score -653553.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -653558.562500 Penalty: 854.883789
	Iteration 26Q: 3 clusters Score -653558.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -653562.250000 Penalty: 854.883789
	Iteration 27Q: 3 clusters Score -653562.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -653567.000000 Penalty: 854.883789
	Iteration 28Q: 3 clusters Score -653567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -653570.375000 Penalty: 854.883789
	Iteration 29Q: 3 clusters Score -653570.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -653572.187500 Penalty: 854.883789
	Iteration 30Q: 3 clusters Score -653572.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -653573.687500 Penalty: 854.883789
	Iteration 31Q: 3 clusters Score -653573.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -653577.875000 Penalty: 854.883789
	Iteration 32Q: 3 clusters Score -653577.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -653580.187500 Penalty: 854.883789
	Iteration 33Q: 3 clusters Score -653580.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -653580.937500 Penalty: 854.883789
	Iteration 34Q: 3 clusters Score -653580.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -653581.437500 Penalty: 854.883789
	Iteration 35Q: 3 clusters Score -653581.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -653583.500000 Penalty: 854.883789
	Iteration 36Q: 3 clusters Score -653583.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -653584.062500 Penalty: 854.883789
	Iteration 37Q: 3 clusters Score -653584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -653583.687500 Penalty: 854.883789
	Iteration 38Q: 3 clusters Score -653583.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -653586.062500 Penalty: 854.883789
	Iteration 39Q: 3 clusters Score -653586.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -653585.500000 Penalty: 854.883789
	Iteration 40F: 3 clusters Score -653585.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -653586.000000 Penalty: 854.883789
	Iteration 41Q: 3 clusters Score -653586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -653587.250000 Penalty: 854.883789
	Iteration 42Q: 3 clusters Score -653587.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -653587.312500 Penalty: 854.883789
	Iteration 43Q: 3 clusters Score -653587.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -653587.812500 Penalty: 854.883789
	Iteration 44Q: 3 clusters Score -653587.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -653588.812500 Penalty: 854.883789
	Iteration 45Q: 3 clusters Score -653588.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -653588.812500 Penalty: 854.883789
	Iteration 46Q: 3 clusters Score -653588.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -653590.000000 Penalty: 854.883789
	Iteration 47Q: 3 clusters Score -653590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -653588.375000 Penalty: 854.883789
	Iteration 48Q: 3 clusters Score -653588.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -653589.875000 Penalty: 854.883789
	Iteration 49Q: 3 clusters Score -653589.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -653591.875000 Penalty: 854.883789
	Iteration 50Q: 3 clusters Score -653591.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -653590.437500 Penalty: 854.883789
	Iteration 51Q: 3 clusters Score -653590.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -653590.812500 Penalty: 854.883789
	Iteration 52Q: 3 clusters Score -653590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -653591.062500 Penalty: 854.883789
	Iteration 53Q: 3 clusters Score -653591.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -653593.437500 Penalty: 854.883789
	Iteration 54Q: 3 clusters Score -653593.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -653593.687500 Penalty: 854.883789
	Iteration 55Q: 3 clusters Score -653593.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -653593.875000 Penalty: 854.883789
	Iteration 56Q: 3 clusters Score -653593.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -653594.000000 Penalty: 854.883789
	Iteration 57Q: 3 clusters Score -653594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -653593.875000 Penalty: 854.883789
	Iteration 58Q: 3 clusters Score -653593.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -653594.937500 Penalty: 854.883789
	Iteration 59Q: 3 clusters Score -653594.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -653596.312500 Penalty: 854.883789
	Iteration 60F: 3 clusters Score -653596.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -653595.562500 Penalty: 854.883789
	Iteration 61Q: 3 clusters Score -653595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -653595.062500 Penalty: 854.883789
	Iteration 62Q: 3 clusters Score -653595.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -653594.750000 Penalty: 854.883789
	Iteration 63Q: 3 clusters Score -653594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -653594.750000 Penalty: 854.883789
	Iteration 64F: 3 clusters Score -653594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Entering Unmasked Estep 
Score: -2125121.000000 Penalty: 479.511505
	Iteration 0F: 2 clusters Score -2125121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2099909.500000 Penalty: 959.023010
	Iteration 0F: 3 clusters Score -2099910 nChanged 18158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2110606.000000 Penalty: 959.023010
	Iteration 1F: 3 clusters Score -2110606 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2110900.500000 Penalty: 959.023010
	Iteration 2Q: 3 clusters Score -2110900 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2111339.250000 Penalty: 959.023010
	Iteration 3Q: 3 clusters Score -2111339 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2112055.000000 Penalty: 959.023010
	Iteration 4Q: 3 clusters Score -2112055 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2113290.500000 Penalty: 959.023010
	Iteration 5F: 3 clusters Score -2113290 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2115255.000000 Penalty: 959.023010
	Iteration 6F: 3 clusters Score -2115255 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2117921.000000 Penalty: 959.023010
	Iteration 7F: 3 clusters Score -2117921 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2120423.500000 Penalty: 959.023010
	Iteration 8F: 3 clusters Score -2120424 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2122038.000000 Penalty: 959.023010
	Iteration 9Q: 3 clusters Score -2122038 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2122771.000000 Penalty: 959.023010
	Iteration 10Q: 3 clusters Score -2122771 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2123171.500000 Penalty: 959.023010
	Iteration 11Q: 3 clusters Score -2123172 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2123505.250000 Penalty: 959.023010
	Iteration 12Q: 3 clusters Score -2123505 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2123761.500000 Penalty: 959.023010
	Iteration 13Q: 3 clusters Score -2123762 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2123952.250000 Penalty: 959.023010
	Iteration 14Q: 3 clusters Score -2123952 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2124109.000000 Penalty: 959.023010
	Iteration 15Q: 3 clusters Score -2124109 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2124237.000000 Penalty: 959.023010
	Iteration 16Q: 3 clusters Score -2124237 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2124328.500000 Penalty: 959.023010
	Iteration 17Q: 3 clusters Score -2124328 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2124412.750000 Penalty: 959.023010
	Iteration 18Q: 3 clusters Score -2124413 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2124490.250000 Penalty: 959.023010
	Iteration 19Q: 3 clusters Score -2124490 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2124528.250000 Penalty: 959.023010
	Iteration 20F: 3 clusters Score -2124528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2124557.000000 Penalty: 959.023010
	Iteration 21Q: 3 clusters Score -2124557 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2124584.000000 Penalty: 959.023010
	Iteration 22Q: 3 clusters Score -2124584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2124607.750000 Penalty: 959.023010
	Iteration 23Q: 3 clusters Score -2124608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2124630.500000 Penalty: 959.023010
	Iteration 24Q: 3 clusters Score -2124630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2124649.500000 Penalty: 959.023010
	Iteration 25Q: 3 clusters Score -2124650 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2124662.500000 Penalty: 959.023010
	Iteration 26Q: 3 clusters Score -2124662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2124675.750000 Penalty: 959.023010
	Iteration 27Q: 3 clusters Score -2124676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2124690.750000 Penalty: 959.023010
	Iteration 28Q: 3 clusters Score -2124691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2124698.250000 Penalty: 959.023010
	Iteration 29Q: 3 clusters Score -2124698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2124705.750000 Penalty: 959.023010
	Iteration 30Q: 3 clusters Score -2124706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2124717.750000 Penalty: 959.023010
	Iteration 31Q: 3 clusters Score -2124718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2124727.000000 Penalty: 959.023010
	Iteration 32Q: 3 clusters Score -2124727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2124735.500000 Penalty: 959.023010
	Iteration 33Q: 3 clusters Score -2124736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2124739.250000 Penalty: 959.023010
	Iteration 34Q: 3 clusters Score -2124739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2124743.000000 Penalty: 959.023010
	Iteration 35Q: 3 clusters Score -2124743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2124742.000000 Penalty: 959.023010
	Iteration 36Q: 3 clusters Score -2124742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2124743.750000 Penalty: 959.023010
	Iteration 37Q: 3 clusters Score -2124744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2124745.500000 Penalty: 959.023010
	Iteration 38Q: 3 clusters Score -2124746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2124747.750000 Penalty: 959.023010
	Iteration 39Q: 3 clusters Score -2124748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2124749.500000 Penalty: 959.023010
	Iteration 40F: 3 clusters Score -2124750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2124754.000000 Penalty: 959.023010
	Iteration 41Q: 3 clusters Score -2124754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2124756.500000 Penalty: 959.023010
	Iteration 42Q: 3 clusters Score -2124756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2124755.250000 Penalty: 959.023010
	Iteration 43Q: 3 clusters Score -2124755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2124758.000000 Penalty: 959.023010
	Iteration 44Q: 3 clusters Score -2124758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2124755.250000 Penalty: 959.023010
	Iteration 45Q: 3 clusters Score -2124755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2124755.250000 Penalty: 959.023010
	Iteration 46F: 3 clusters Score -2124755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Entering Unmasked Estep 
Score: -433080.406250 Penalty: 407.689606
	Iteration 0F: 2 clusters Score -433080.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -427836.218750 Penalty: 815.379211
	Iteration 0F: 3 clusters Score -427836.2 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -429887.468750 Penalty: 815.379211
	Iteration 1F: 3 clusters Score -429887.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -429974.375000 Penalty: 815.379211
	Iteration 2Q: 3 clusters Score -429974.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -430070.093750 Penalty: 815.379211
	Iteration 3Q: 3 clusters Score -430070.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -430208.531250 Penalty: 815.379211
	Iteration 4Q: 3 clusters Score -430208.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -430365.187500 Penalty: 815.379211
	Iteration 5Q: 3 clusters Score -430365.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -430599.343750 Penalty: 815.379211
	Iteration 6Q: 3 clusters Score -430599.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -430958.937500 Penalty: 815.379211
	Iteration 7F: 3 clusters Score -430958.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -431409.156250 Penalty: 815.379211
	Iteration 8F: 3 clusters Score -431409.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -431820.250000 Penalty: 815.379211
	Iteration 9Q: 3 clusters Score -431820.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -432070.093750 Penalty: 815.379211
	Iteration 10Q: 3 clusters Score -432070.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -432242.406250 Penalty: 815.379211
	Iteration 11Q: 3 clusters Score -432242.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -432337.312500 Penalty: 815.379211
	Iteration 12Q: 3 clusters Score -432337.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -432402.031250 Penalty: 815.379211
	Iteration 13Q: 3 clusters Score -432402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -432462.781250 Penalty: 815.379211
	Iteration 14Q: 3 clusters Score -432462.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -432503.843750 Penalty: 815.379211
	Iteration 15Q: 3 clusters Score -432503.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -432533.375000 Penalty: 815.379211
	Iteration 16Q: 3 clusters Score -432533.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -432555.781250 Penalty: 815.379211
	Iteration 17Q: 3 clusters Score -432555.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -432575.750000 Penalty: 815.379211
	Iteration 18Q: 3 clusters Score -432575.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -432590.750000 Penalty: 815.379211
	Iteration 19Q: 3 clusters Score -432590.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -432605.937500 Penalty: 815.379211
	Iteration 20F: 3 clusters Score -432605.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -432622.906250 Penalty: 815.379211
	Iteration 21Q: 3 clusters Score -432622.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -432648.312500 Penalty: 815.379211
	Iteration 22Q: 3 clusters Score -432648.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -432665.093750 Penalty: 815.379211
	Iteration 23Q: 3 clusters Score -432665.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -432678.593750 Penalty: 815.379211
	Iteration 24Q: 3 clusters Score -432678.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -432687.750000 Penalty: 815.379211
	Iteration 25Q: 3 clusters Score -432687.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -432694.187500 Penalty: 815.379211
	Iteration 26Q: 3 clusters Score -432694.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -432699.843750 Penalty: 815.379211
	Iteration 27Q: 3 clusters Score -432699.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -432705.437500 Penalty: 815.379211
	Iteration 28Q: 3 clusters Score -432705.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -432709.531250 Penalty: 815.379211
	Iteration 29Q: 3 clusters Score -432709.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -432717.312500 Penalty: 815.379211
	Iteration 30Q: 3 clusters Score -432717.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -432720.781250 Penalty: 815.379211
	Iteration 31Q: 3 clusters Score -432720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -432723.062500 Penalty: 815.379211
	Iteration 32Q: 3 clusters Score -432723.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -432725.625000 Penalty: 815.379211
	Iteration 33Q: 3 clusters Score -432725.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -432729.218750 Penalty: 815.379211
	Iteration 34Q: 3 clusters Score -432729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -432730.968750 Penalty: 815.379211
	Iteration 35Q: 3 clusters Score -432731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -432731.187500 Penalty: 815.379211
	Iteration 36Q: 3 clusters Score -432731.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -432731.625000 Penalty: 815.379211
	Iteration 37Q: 3 clusters Score -432731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -432732.531250 Penalty: 815.379211
	Iteration 38Q: 3 clusters Score -432732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -432732.937500 Penalty: 815.379211
	Iteration 39Q: 3 clusters Score -432732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -432733.187500 Penalty: 815.379211
	Iteration 40F: 3 clusters Score -432733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -432733.968750 Penalty: 815.379211
	Iteration 41Q: 3 clusters Score -432734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -432734.218750 Penalty: 815.379211
	Iteration 42Q: 3 clusters Score -432734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -432733.812500 Penalty: 815.379211
	Iteration 43Q: 3 clusters Score -432733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -432733.812500 Penalty: 815.379211
	Iteration 44F: 3 clusters Score -432733.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -217486.687500 Penalty: 374.442749
	Iteration 0F: 2 clusters Score -217486.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -214883.734375 Penalty: 748.885498
	Iteration 0F: 3 clusters Score -214883.7 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -215780.187500 Penalty: 748.885498
	Iteration 1F: 3 clusters Score -215780.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -215870.687500 Penalty: 748.885498
	Iteration 2F: 3 clusters Score -215870.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -215939.359375 Penalty: 748.885498
	Iteration 3F: 3 clusters Score -215939.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -215989.593750 Penalty: 748.885498
	Iteration 4Q: 3 clusters Score -215989.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -216029.593750 Penalty: 748.885498
	Iteration 5Q: 3 clusters Score -216029.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -216067.953125 Penalty: 748.885498
	Iteration 6Q: 3 clusters Score -216068 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -216112.296875 Penalty: 748.885498
	Iteration 7Q: 3 clusters Score -216112.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -216171.031250 Penalty: 748.885498
	Iteration 8Q: 3 clusters Score -216171 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -216261.421875 Penalty: 748.885498
	Iteration 9Q: 3 clusters Score -216261.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -216361.171875 Penalty: 748.885498
	Iteration 10Q: 3 clusters Score -216361.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -216470.234375 Penalty: 748.885498
	Iteration 11Q: 3 clusters Score -216470.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -216546.390625 Penalty: 748.885498
	Iteration 12Q: 3 clusters Score -216546.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -216607.328125 Penalty: 748.885498
	Iteration 13Q: 3 clusters Score -216607.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -216648.546875 Penalty: 748.885498
	Iteration 14Q: 3 clusters Score -216648.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -216675.312500 Penalty: 748.885498
	Iteration 15Q: 3 clusters Score -216675.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -216686.546875 Penalty: 748.885498
	Iteration 16Q: 3 clusters Score -216686.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -216692.468750 Penalty: 748.885498
	Iteration 17Q: 3 clusters Score -216692.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -216701.828125 Penalty: 748.885498
	Iteration 18Q: 3 clusters Score -216701.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -216709.203125 Penalty: 748.885498
	Iteration 19Q: 3 clusters Score -216709.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -216714.828125 Penalty: 748.885498
	Iteration 20F: 3 clusters Score -216714.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -216720.281250 Penalty: 748.885498
	Iteration 21Q: 3 clusters Score -216720.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -216726.500000 Penalty: 748.885498
	Iteration 22Q: 3 clusters Score -216726.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -216734.312500 Penalty: 748.885498
	Iteration 23Q: 3 clusters Score -216734.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -216740.625000 Penalty: 748.885498
	Iteration 24Q: 3 clusters Score -216740.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -216745.703125 Penalty: 748.885498
	Iteration 25Q: 3 clusters Score -216745.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -216751.218750 Penalty: 748.885498
	Iteration 26Q: 3 clusters Score -216751.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -216756.640625 Penalty: 748.885498
	Iteration 27Q: 3 clusters Score -216756.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -216762.062500 Penalty: 748.885498
	Iteration 28Q: 3 clusters Score -216762.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -216766.125000 Penalty: 748.885498
	Iteration 29Q: 3 clusters Score -216766.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -216767.781250 Penalty: 748.885498
	Iteration 30Q: 3 clusters Score -216767.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -216770.593750 Penalty: 748.885498
	Iteration 31Q: 3 clusters Score -216770.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -216773.343750 Penalty: 748.885498
	Iteration 32Q: 3 clusters Score -216773.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -216777.500000 Penalty: 748.885498
	Iteration 33Q: 3 clusters Score -216777.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -216784.062500 Penalty: 748.885498
	Iteration 34Q: 3 clusters Score -216784.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -216790.671875 Penalty: 748.885498
	Iteration 35Q: 3 clusters Score -216790.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -216796.734375 Penalty: 748.885498
	Iteration 36Q: 3 clusters Score -216796.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -216802.703125 Penalty: 748.885498
	Iteration 37Q: 3 clusters Score -216802.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -216808.906250 Penalty: 748.885498
	Iteration 38Q: 3 clusters Score -216808.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -216815.046875 Penalty: 748.885498
	Iteration 39Q: 3 clusters Score -216815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -216820.640625 Penalty: 748.885498
	Iteration 40F: 3 clusters Score -216820.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -216826.656250 Penalty: 748.885498
	Iteration 41Q: 3 clusters Score -216826.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -216831.609375 Penalty: 748.885498
	Iteration 42Q: 3 clusters Score -216831.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -216836.765625 Penalty: 748.885498
	Iteration 43Q: 3 clusters Score -216836.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -216840.187500 Penalty: 748.885498
	Iteration 44Q: 3 clusters Score -216840.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -216844.312500 Penalty: 748.885498
	Iteration 45Q: 3 clusters Score -216844.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -216847.093750 Penalty: 748.885498
	Iteration 46Q: 3 clusters Score -216847.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -216849.734375 Penalty: 748.885498
	Iteration 47Q: 3 clusters Score -216849.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -216851.796875 Penalty: 748.885498
	Iteration 48Q: 3 clusters Score -216851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -216853.671875 Penalty: 748.885498
	Iteration 49Q: 3 clusters Score -216853.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -216857.531250 Penalty: 748.885498
	Iteration 50Q: 3 clusters Score -216857.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -216861.078125 Penalty: 748.885498
	Iteration 51Q: 3 clusters Score -216861.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -216868.984375 Penalty: 748.885498
	Iteration 52Q: 3 clusters Score -216869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -216878.187500 Penalty: 748.885498
	Iteration 53Q: 3 clusters Score -216878.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -216888.812500 Penalty: 748.885498
	Iteration 54Q: 3 clusters Score -216888.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -216898.546875 Penalty: 748.885498
	Iteration 55Q: 3 clusters Score -216898.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -216903.921875 Penalty: 748.885498
	Iteration 56Q: 3 clusters Score -216903.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -216905.875000 Penalty: 748.885498
	Iteration 57Q: 3 clusters Score -216905.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -216908.625000 Penalty: 748.885498
	Iteration 58Q: 3 clusters Score -216908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -216909.906250 Penalty: 748.885498
	Iteration 59Q: 3 clusters Score -216909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -216910.265625 Penalty: 748.885498
	Iteration 60F: 3 clusters Score -216910.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -216911.031250 Penalty: 748.885498
	Iteration 61Q: 3 clusters Score -216911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -216913.218750 Penalty: 748.885498
	Iteration 62Q: 3 clusters Score -216913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -216915.578125 Penalty: 748.885498
	Iteration 63Q: 3 clusters Score -216915.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -216916.656250 Penalty: 748.885498
	Iteration 64Q: 3 clusters Score -216916.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -216917.656250 Penalty: 748.885498
	Iteration 65Q: 3 clusters Score -216917.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -216919.171875 Penalty: 748.885498
	Iteration 66Q: 3 clusters Score -216919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -216921.015625 Penalty: 748.885498
	Iteration 67Q: 3 clusters Score -216921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -216922.375000 Penalty: 748.885498
	Iteration 68Q: 3 clusters Score -216922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -216922.875000 Penalty: 748.885498
	Iteration 69Q: 3 clusters Score -216922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -216923.515625 Penalty: 748.885498
	Iteration 70Q: 3 clusters Score -216923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -216923.968750 Penalty: 748.885498
	Iteration 71Q: 3 clusters Score -216924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -216924.968750 Penalty: 748.885498
	Iteration 72Q: 3 clusters Score -216925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -216925.328125 Penalty: 748.885498
	Iteration 73Q: 3 clusters Score -216925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -216925.250000 Penalty: 748.885498
	Iteration 74Q: 3 clusters Score -216925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -216925.437500 Penalty: 748.885498
	Iteration 75Q: 3 clusters Score -216925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -216925.375000 Penalty: 748.885498
	Iteration 76Q: 3 clusters Score -216925.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -216925.375000 Penalty: 748.885498
	Iteration 77F: 3 clusters Score -216925.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Entering Unmasked Estep 
Score: -4202839.500000 Penalty: 511.165833
	Iteration 0F: 2 clusters Score -4202840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -4152121.500000 Penalty: 1022.331665
	Iteration 0F: 3 clusters Score -4152122 nChanged 36807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -4173893.750000 Penalty: 1022.331665
	Iteration 1F: 3 clusters Score -4173894 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -4174552.250000 Penalty: 1022.331665
	Iteration 2Q: 3 clusters Score -4174552 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -4175518.500000 Penalty: 1022.331665
	Iteration 3Q: 3 clusters Score -4175518 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -4177149.250000 Penalty: 1022.331665
	Iteration 4Q: 3 clusters Score -4177149 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -4180234.250000 Penalty: 1022.331665
	Iteration 5F: 3 clusters Score -4180234 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -4185499.750000 Penalty: 1022.331665
	Iteration 6F: 3 clusters Score -4185500 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 65686 members 
Entering Unmasked Estep 
Score: -4192146.500000 Penalty: 1022.331665
	Iteration 7F: 3 clusters Score -4192146 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 71138 members 
Entering Unmasked Estep 
Score: -4197869.000000 Penalty: 1022.331665
	Iteration 8F: 3 clusters Score -4197869 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -4200942.500000 Penalty: 1022.331665
	Iteration 9Q: 3 clusters Score -4200942 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -4201971.000000 Penalty: 1022.331665
	Iteration 10Q: 3 clusters Score -4201971 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 75531 members 
Entering Unmasked Estep 
Score: -4202225.000000 Penalty: 1022.331665
	Iteration 11Q: 3 clusters Score -4202225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75614 members 
Entering Unmasked Estep 
Score: -4202326.000000 Penalty: 1022.331665
	Iteration 12Q: 3 clusters Score -4202326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -4202353.000000 Penalty: 1022.331665
	Iteration 13Q: 3 clusters Score -4202353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -4202365.000000 Penalty: 1022.331665
	Iteration 14Q: 3 clusters Score -4202365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75634 members 
Entering Unmasked Estep 
Score: -4202386.500000 Penalty: 1022.331665
	Iteration 15Q: 3 clusters Score -4202386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 75638 members 
Entering Unmasked Estep 
Score: -4202395.500000 Penalty: 1022.331665
	Iteration 16Q: 3 clusters Score -4202396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -4202398.000000 Penalty: 1022.331665
	Iteration 17Q: 3 clusters Score -4202398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -4202398.000000 Penalty: 1022.331665
	Iteration 18F: 3 clusters Score -4202398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Entering Unmasked Estep 
Score: -482810.968750 Penalty: 412.618866
	Iteration 0F: 2 clusters Score -482811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -476937.093750 Penalty: 825.237732
	Iteration 0F: 3 clusters Score -476937.1 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -479353.375000 Penalty: 825.237732
	Iteration 1F: 3 clusters Score -479353.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -479663.406250 Penalty: 825.237732
	Iteration 2F: 3 clusters Score -479663.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -480155.531250 Penalty: 825.237732
	Iteration 3F: 3 clusters Score -480155.5 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -480855.125000 Penalty: 825.237732
	Iteration 4F: 3 clusters Score -480855.1 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -481583.031250 Penalty: 825.237732
	Iteration 5F: 3 clusters Score -481583 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -482046.500000 Penalty: 825.237732
	Iteration 6F: 3 clusters Score -482046.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -482246.156250 Penalty: 825.237732
	Iteration 7Q: 3 clusters Score -482246.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -482341.593750 Penalty: 825.237732
	Iteration 8Q: 3 clusters Score -482341.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -482396.906250 Penalty: 825.237732
	Iteration 9Q: 3 clusters Score -482396.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -482428.750000 Penalty: 825.237732
	Iteration 10Q: 3 clusters Score -482428.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -482446.250000 Penalty: 825.237732
	Iteration 11Q: 3 clusters Score -482446.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -482459.312500 Penalty: 825.237732
	Iteration 12Q: 3 clusters Score -482459.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -482462.656250 Penalty: 825.237732
	Iteration 13Q: 3 clusters Score -482462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -482463.000000 Penalty: 825.237732
	Iteration 14Q: 3 clusters Score -482463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -482463.875000 Penalty: 825.237732
	Iteration 15Q: 3 clusters Score -482463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -482463.875000 Penalty: 825.237732
	Iteration 16F: 3 clusters Score -482463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (83081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Entering Unmasked Estep 
Score: -4471390.500000 Penalty: 515.404480
	Iteration 0F: 2 clusters Score -4471390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -4417763.000000 Penalty: 1030.808960
	Iteration 0F: 3 clusters Score -4417763 nChanged 40602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -4443494.500000 Penalty: 1030.808960
	Iteration 1F: 3 clusters Score -4443494 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4445617.500000 Penalty: 1030.808960
	Iteration 2F: 3 clusters Score -4445618 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -4448661.500000 Penalty: 1030.808960
	Iteration 3F: 3 clusters Score -4448662 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4452624.000000 Penalty: 1030.808960
	Iteration 4F: 3 clusters Score -4452624 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -4457143.000000 Penalty: 1030.808960
	Iteration 5F: 3 clusters Score -4457143 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4461203.000000 Penalty: 1030.808960
	Iteration 6F: 3 clusters Score -4461203 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4463669.000000 Penalty: 1030.808960
	Iteration 7Q: 3 clusters Score -4463669 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -4465088.000000 Penalty: 1030.808960
	Iteration 8Q: 3 clusters Score -4465088 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -4465986.500000 Penalty: 1030.808960
	Iteration 9Q: 3 clusters Score -4465986 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -4466695.500000 Penalty: 1030.808960
	Iteration 10Q: 3 clusters Score -4466696 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -4467373.000000 Penalty: 1030.808960
	Iteration 11Q: 3 clusters Score -4467373 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4467990.500000 Penalty: 1030.808960
	Iteration 12Q: 3 clusters Score -4467990 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73578 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -4468500.500000 Penalty: 1030.808960
	Iteration 13Q: 3 clusters Score -4468500 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -4468941.000000 Penalty: 1030.808960
	Iteration 14Q: 3 clusters Score -4468941 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4469279.500000 Penalty: 1030.808960
	Iteration 15Q: 3 clusters Score -4469280 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -4469540.500000 Penalty: 1030.808960
	Iteration 16Q: 3 clusters Score -4469540 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4469698.000000 Penalty: 1030.808960
	Iteration 17Q: 3 clusters Score -4469698 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4469869.500000 Penalty: 1030.808960
	Iteration 18Q: 3 clusters Score -4469870 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -4470044.500000 Penalty: 1030.808960
	Iteration 19Q: 3 clusters Score -4470044 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -4470186.500000 Penalty: 1030.808960
	Iteration 20F: 3 clusters Score -4470186 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -4470320.000000 Penalty: 1030.808960
	Iteration 21Q: 3 clusters Score -4470320 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -4470459.000000 Penalty: 1030.808960
	Iteration 22Q: 3 clusters Score -4470459 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -4470500.500000 Penalty: 1030.808960
	Iteration 23Q: 3 clusters Score -4470500 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4470556.000000 Penalty: 1030.808960
	Iteration 24Q: 3 clusters Score -4470556 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79015 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4470608.000000 Penalty: 1030.808960
	Iteration 25Q: 3 clusters Score -4470608 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4470681.000000 Penalty: 1030.808960
	Iteration 26Q: 3 clusters Score -4470681 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -4470709.000000 Penalty: 1030.808960
	Iteration 27Q: 3 clusters Score -4470709 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4470747.500000 Penalty: 1030.808960
	Iteration 28Q: 3 clusters Score -4470748 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4470798.000000 Penalty: 1030.808960
	Iteration 29Q: 3 clusters Score -4470798 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80243 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4470819.000000 Penalty: 1030.808960
	Iteration 30Q: 3 clusters Score -4470819 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4470867.000000 Penalty: 1030.808960
	Iteration 31Q: 3 clusters Score -4470867 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4470956.000000 Penalty: 1030.808960
	Iteration 32Q: 3 clusters Score -4470956 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4470989.500000 Penalty: 1030.808960
	Iteration 33Q: 3 clusters Score -4470990 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4471026.000000 Penalty: 1030.808960
	Iteration 34Q: 3 clusters Score -4471026 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4471045.500000 Penalty: 1030.808960
	Iteration 35Q: 3 clusters Score -4471046 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4471080.500000 Penalty: 1030.808960
	Iteration 36Q: 3 clusters Score -4471080 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4471088.000000 Penalty: 1030.808960
	Iteration 37Q: 3 clusters Score -4471088 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4471110.500000 Penalty: 1030.808960
	Iteration 38Q: 3 clusters Score -4471110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81726 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4471130.000000 Penalty: 1030.808960
	Iteration 39Q: 3 clusters Score -4471130 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81817 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4471118.000000 Penalty: 1030.808960
	Iteration 40F: 3 clusters Score -4471118 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81895 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4471136.500000 Penalty: 1030.808960
	Iteration 41Q: 3 clusters Score -4471136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4471148.500000 Penalty: 1030.808960
	Iteration 42Q: 3 clusters Score -4471148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82010 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4471147.000000 Penalty: 1030.808960
	Iteration 43Q: 3 clusters Score -4471147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4471150.000000 Penalty: 1030.808960
	Iteration 44Q: 3 clusters Score -4471150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4471164.500000 Penalty: 1030.808960
	Iteration 45Q: 3 clusters Score -4471164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4471157.000000 Penalty: 1030.808960
	Iteration 46Q: 3 clusters Score -4471157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4471156.500000 Penalty: 1030.808960
	Iteration 47Q: 3 clusters Score -4471156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4471156.000000 Penalty: 1030.808960
	Iteration 48Q: 3 clusters Score -4471156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4471152.000000 Penalty: 1030.808960
	Iteration 49Q: 3 clusters Score -4471152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4471159.000000 Penalty: 1030.808960
	Iteration 50Q: 3 clusters Score -4471159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82266 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4471154.000000 Penalty: 1030.808960
	Iteration 51Q: 3 clusters Score -4471154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82289 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4471159.500000 Penalty: 1030.808960
	Iteration 52Q: 3 clusters Score -4471160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4471160.500000 Penalty: 1030.808960
	Iteration 53Q: 3 clusters Score -4471160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82317 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4471153.000000 Penalty: 1030.808960
	Iteration 54Q: 3 clusters Score -4471153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4471149.000000 Penalty: 1030.808960
	Iteration 55Q: 3 clusters Score -4471149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4471149.500000 Penalty: 1030.808960
	Iteration 56Q: 3 clusters Score -4471150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4471148.000000 Penalty: 1030.808960
	Iteration 57Q: 3 clusters Score -4471148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4471147.000000 Penalty: 1030.808960
	Iteration 58Q: 3 clusters Score -4471147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4471148.500000 Penalty: 1030.808960
	Iteration 59Q: 3 clusters Score -4471148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4471149.000000 Penalty: 1030.808960
	Iteration 60F: 3 clusters Score -4471149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4471145.000000 Penalty: 1030.808960
	Iteration 61Q: 3 clusters Score -4471145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4471143.500000 Penalty: 1030.808960
	Iteration 62Q: 3 clusters Score -4471144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4471142.500000 Penalty: 1030.808960
	Iteration 63Q: 3 clusters Score -4471142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4471142.500000 Penalty: 1030.808960
	Iteration 64F: 3 clusters Score -4471142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -137462.546875 Penalty: 360.495850
	Iteration 0F: 2 clusters Score -137462.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -135547.109375 Penalty: 720.991699
	Iteration 0F: 3 clusters Score -135547.1 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -136168.375000 Penalty: 720.991699
	Iteration 1F: 3 clusters Score -136168.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -136240.578125 Penalty: 720.991699
	Iteration 2F: 3 clusters Score -136240.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -136285.375000 Penalty: 720.991699
	Iteration 3Q: 3 clusters Score -136285.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -136316.703125 Penalty: 720.991699
	Iteration 4Q: 3 clusters Score -136316.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -136349.312500 Penalty: 720.991699
	Iteration 5Q: 3 clusters Score -136349.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -136383.437500 Penalty: 720.991699
	Iteration 6Q: 3 clusters Score -136383.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -136403.203125 Penalty: 720.991699
	Iteration 7Q: 3 clusters Score -136403.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -136419.734375 Penalty: 720.991699
	Iteration 8Q: 3 clusters Score -136419.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -136433.625000 Penalty: 720.991699
	Iteration 9Q: 3 clusters Score -136433.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -136448.750000 Penalty: 720.991699
	Iteration 10Q: 3 clusters Score -136448.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -136459.328125 Penalty: 720.991699
	Iteration 11Q: 3 clusters Score -136459.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -136471.671875 Penalty: 720.991699
	Iteration 12Q: 3 clusters Score -136471.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -136487.031250 Penalty: 720.991699
	Iteration 13Q: 3 clusters Score -136487 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -136507.687500 Penalty: 720.991699
	Iteration 14Q: 3 clusters Score -136507.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -136534.250000 Penalty: 720.991699
	Iteration 15Q: 3 clusters Score -136534.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -136570.937500 Penalty: 720.991699
	Iteration 16Q: 3 clusters Score -136570.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -136614.218750 Penalty: 720.991699
	Iteration 17Q: 3 clusters Score -136614.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -136652.578125 Penalty: 720.991699
	Iteration 18Q: 3 clusters Score -136652.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -136675.578125 Penalty: 720.991699
	Iteration 19Q: 3 clusters Score -136675.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -136687.859375 Penalty: 720.991699
	Iteration 20F: 3 clusters Score -136687.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -136698.250000 Penalty: 720.991699
	Iteration 21Q: 3 clusters Score -136698.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -136712.109375 Penalty: 720.991699
	Iteration 22Q: 3 clusters Score -136712.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -136719.921875 Penalty: 720.991699
	Iteration 23Q: 3 clusters Score -136719.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -136726.000000 Penalty: 720.991699
	Iteration 24Q: 3 clusters Score -136726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -136732.687500 Penalty: 720.991699
	Iteration 25Q: 3 clusters Score -136732.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -136743.187500 Penalty: 720.991699
	Iteration 26Q: 3 clusters Score -136743.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -136754.875000 Penalty: 720.991699
	Iteration 27Q: 3 clusters Score -136754.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -136762.296875 Penalty: 720.991699
	Iteration 28Q: 3 clusters Score -136762.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -136772.046875 Penalty: 720.991699
	Iteration 29Q: 3 clusters Score -136772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -136784.359375 Penalty: 720.991699
	Iteration 30Q: 3 clusters Score -136784.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -136796.593750 Penalty: 720.991699
	Iteration 31Q: 3 clusters Score -136796.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -136808.000000 Penalty: 720.991699
	Iteration 32Q: 3 clusters Score -136808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -136826.921875 Penalty: 720.991699
	Iteration 33Q: 3 clusters Score -136826.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -136847.890625 Penalty: 720.991699
	Iteration 34Q: 3 clusters Score -136847.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -136866.578125 Penalty: 720.991699
	Iteration 35Q: 3 clusters Score -136866.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -136884.921875 Penalty: 720.991699
	Iteration 36Q: 3 clusters Score -136884.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -136899.812500 Penalty: 720.991699
	Iteration 37Q: 3 clusters Score -136899.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -136916.656250 Penalty: 720.991699
	Iteration 38Q: 3 clusters Score -136916.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -136940.359375 Penalty: 720.991699
	Iteration 39Q: 3 clusters Score -136940.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -136970.015625 Penalty: 720.991699
	Iteration 40F: 3 clusters Score -136970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -136997.421875 Penalty: 720.991699
	Iteration 41Q: 3 clusters Score -136997.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -137014.109375 Penalty: 720.991699
	Iteration 42Q: 3 clusters Score -137014.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -137028.875000 Penalty: 720.991699
	Iteration 43Q: 3 clusters Score -137028.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -137041.109375 Penalty: 720.991699
	Iteration 44Q: 3 clusters Score -137041.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -137049.531250 Penalty: 720.991699
	Iteration 45Q: 3 clusters Score -137049.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -137052.843750 Penalty: 720.991699
	Iteration 46Q: 3 clusters Score -137052.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -137056.187500 Penalty: 720.991699
	Iteration 47Q: 3 clusters Score -137056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -137058.609375 Penalty: 720.991699
	Iteration 48Q: 3 clusters Score -137058.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -137060.484375 Penalty: 720.991699
	Iteration 49Q: 3 clusters Score -137060.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -137061.843750 Penalty: 720.991699
	Iteration 50Q: 3 clusters Score -137061.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -137064.296875 Penalty: 720.991699
	Iteration 51Q: 3 clusters Score -137064.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -137067.343750 Penalty: 720.991699
	Iteration 52Q: 3 clusters Score -137067.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -137070.031250 Penalty: 720.991699
	Iteration 53Q: 3 clusters Score -137070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -137072.218750 Penalty: 720.991699
	Iteration 54Q: 3 clusters Score -137072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -137074.250000 Penalty: 720.991699
	Iteration 55Q: 3 clusters Score -137074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -137074.890625 Penalty: 720.991699
	Iteration 56Q: 3 clusters Score -137074.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -137075.859375 Penalty: 720.991699
	Iteration 57Q: 3 clusters Score -137075.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -137077.156250 Penalty: 720.991699
	Iteration 58Q: 3 clusters Score -137077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -137080.718750 Penalty: 720.991699
	Iteration 59Q: 3 clusters Score -137080.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -137083.000000 Penalty: 720.991699
	Iteration 60F: 3 clusters Score -137083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -137083.468750 Penalty: 720.991699
	Iteration 61Q: 3 clusters Score -137083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -137084.125000 Penalty: 720.991699
	Iteration 62Q: 3 clusters Score -137084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -137084.468750 Penalty: 720.991699
	Iteration 63Q: 3 clusters Score -137084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -137084.546875 Penalty: 720.991699
	Iteration 64Q: 3 clusters Score -137084.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -137084.968750 Penalty: 720.991699
	Iteration 65Q: 3 clusters Score -137085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -137085.218750 Penalty: 720.991699
	Iteration 66Q: 3 clusters Score -137085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -137086.171875 Penalty: 720.991699
	Iteration 67Q: 3 clusters Score -137086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -137087.593750 Penalty: 720.991699
	Iteration 68Q: 3 clusters Score -137087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -137088.796875 Penalty: 720.991699
	Iteration 69Q: 3 clusters Score -137088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -137089.296875 Penalty: 720.991699
	Iteration 70Q: 3 clusters Score -137089.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -137090.484375 Penalty: 720.991699
	Iteration 71Q: 3 clusters Score -137090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -137091.109375 Penalty: 720.991699
	Iteration 72Q: 3 clusters Score -137091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -137091.750000 Penalty: 720.991699
	Iteration 73Q: 3 clusters Score -137091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -137093.109375 Penalty: 720.991699
	Iteration 74Q: 3 clusters Score -137093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -137093.625000 Penalty: 720.991699
	Iteration 75Q: 3 clusters Score -137093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -137093.812500 Penalty: 720.991699
	Iteration 76Q: 3 clusters Score -137093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -137093.937500 Penalty: 720.991699
	Iteration 77Q: 3 clusters Score -137093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -137094.500000 Penalty: 720.991699
	Iteration 78Q: 3 clusters Score -137094.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -137094.500000 Penalty: 720.991699
	Iteration 79Q: 3 clusters Score -137094.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -137094.500000 Penalty: 720.991699
	Iteration 80F: 3 clusters Score -137094.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Entering Unmasked Estep 
Score: -2504192.750000 Penalty: 488.443695
	Iteration 0F: 2 clusters Score -2504193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -2473255.750000 Penalty: 976.887390
	Iteration 0F: 3 clusters Score -2473256 nChanged 22226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2486433.500000 Penalty: 976.887390
	Iteration 1F: 3 clusters Score -2486434 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -2487443.000000 Penalty: 976.887390
	Iteration 2Q: 3 clusters Score -2487443 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -2489155.000000 Penalty: 976.887390
	Iteration 3F: 3 clusters Score -2489155 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -2491597.250000 Penalty: 976.887390
	Iteration 4F: 3 clusters Score -2491597 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -2494442.750000 Penalty: 976.887390
	Iteration 5F: 3 clusters Score -2494443 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -2496893.750000 Penalty: 976.887390
	Iteration 6F: 3 clusters Score -2496894 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -2498451.000000 Penalty: 976.887390
	Iteration 7Q: 3 clusters Score -2498451 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -2499430.750000 Penalty: 976.887390
	Iteration 8Q: 3 clusters Score -2499431 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -2500218.500000 Penalty: 976.887390
	Iteration 9Q: 3 clusters Score -2500218 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -2500930.000000 Penalty: 976.887390
	Iteration 10Q: 3 clusters Score -2500930 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -2501562.250000 Penalty: 976.887390
	Iteration 11Q: 3 clusters Score -2501562 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -2502159.250000 Penalty: 976.887390
	Iteration 12Q: 3 clusters Score -2502159 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -2502620.250000 Penalty: 976.887390
	Iteration 13Q: 3 clusters Score -2502620 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -2502992.000000 Penalty: 976.887390
	Iteration 14Q: 3 clusters Score -2502992 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -2503238.500000 Penalty: 976.887390
	Iteration 15Q: 3 clusters Score -2503238 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -2503461.750000 Penalty: 976.887390
	Iteration 16Q: 3 clusters Score -2503462 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -2503585.250000 Penalty: 976.887390
	Iteration 17Q: 3 clusters Score -2503585 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -2503643.500000 Penalty: 976.887390
	Iteration 18Q: 3 clusters Score -2503644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -2503687.250000 Penalty: 976.887390
	Iteration 19Q: 3 clusters Score -2503687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -2503707.000000 Penalty: 976.887390
	Iteration 20F: 3 clusters Score -2503707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -2503731.250000 Penalty: 976.887390
	Iteration 21Q: 3 clusters Score -2503731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -2503737.250000 Penalty: 976.887390
	Iteration 22Q: 3 clusters Score -2503737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -2503742.000000 Penalty: 976.887390
	Iteration 23Q: 3 clusters Score -2503742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -2503742.750000 Penalty: 976.887390
	Iteration 24Q: 3 clusters Score -2503743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -2503746.750000 Penalty: 976.887390
	Iteration 25Q: 3 clusters Score -2503747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -2503744.500000 Penalty: 976.887390
	Iteration 26Q: 3 clusters Score -2503744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -2503748.500000 Penalty: 976.887390
	Iteration 27Q: 3 clusters Score -2503748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -2503747.750000 Penalty: 976.887390
	Iteration 28Q: 3 clusters Score -2503748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -2503747.000000 Penalty: 976.887390
	Iteration 29Q: 3 clusters Score -2503747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -2503749.750000 Penalty: 976.887390
	Iteration 30Q: 3 clusters Score -2503750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -2503751.250000 Penalty: 976.887390
	Iteration 31Q: 3 clusters Score -2503751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -2503752.000000 Penalty: 976.887390
	Iteration 32Q: 3 clusters Score -2503752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -2503753.250000 Penalty: 976.887390
	Iteration 33Q: 3 clusters Score -2503753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -2503752.250000 Penalty: 976.887390
	Iteration 34Q: 3 clusters Score -2503752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -2503752.750000 Penalty: 976.887390
	Iteration 35Q: 3 clusters Score -2503753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -2503753.750000 Penalty: 976.887390
	Iteration 36Q: 3 clusters Score -2503754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -2503753.750000 Penalty: 976.887390
	Iteration 37F: 3 clusters Score -2503754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Entering Unmasked Estep 
Score: -354557.750000 Penalty: 398.899292
	Iteration 0F: 2 clusters Score -354557.8 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 3209 members 
Entering Unmasked Estep 
Score: -350286.562500 Penalty: 797.798584
	Iteration 0F: 3 clusters Score -350286.6 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -351935.062500 Penalty: 797.798584
	Iteration 1F: 3 clusters Score -351935.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -352119.062500 Penalty: 797.798584
	Iteration 2F: 3 clusters Score -352119.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -352333.531250 Penalty: 797.798584
	Iteration 3F: 3 clusters Score -352333.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -352622.875000 Penalty: 797.798584
	Iteration 4F: 3 clusters Score -352622.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -352934.062500 Penalty: 797.798584
	Iteration 5F: 3 clusters Score -352934.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -353234.281250 Penalty: 797.798584
	Iteration 6F: 3 clusters Score -353234.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -353404.937500 Penalty: 797.798584
	Iteration 7Q: 3 clusters Score -353404.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -353496.906250 Penalty: 797.798584
	Iteration 8Q: 3 clusters Score -353496.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -353556.750000 Penalty: 797.798584
	Iteration 9Q: 3 clusters Score -353556.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -353615.031250 Penalty: 797.798584
	Iteration 10Q: 3 clusters Score -353615 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -353664.875000 Penalty: 797.798584
	Iteration 11Q: 3 clusters Score -353664.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -353715.875000 Penalty: 797.798584
	Iteration 12Q: 3 clusters Score -353715.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -353765.000000 Penalty: 797.798584
	Iteration 13Q: 3 clusters Score -353765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -353804.343750 Penalty: 797.798584
	Iteration 14Q: 3 clusters Score -353804.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -353832.343750 Penalty: 797.798584
	Iteration 15Q: 3 clusters Score -353832.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -353849.718750 Penalty: 797.798584
	Iteration 16Q: 3 clusters Score -353849.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -353861.187500 Penalty: 797.798584
	Iteration 17Q: 3 clusters Score -353861.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -353873.500000 Penalty: 797.798584
	Iteration 18Q: 3 clusters Score -353873.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -353885.593750 Penalty: 797.798584
	Iteration 19Q: 3 clusters Score -353885.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -353895.437500 Penalty: 797.798584
	Iteration 20F: 3 clusters Score -353895.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -353904.125000 Penalty: 797.798584
	Iteration 21Q: 3 clusters Score -353904.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -353914.625000 Penalty: 797.798584
	Iteration 22Q: 3 clusters Score -353914.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -353923.593750 Penalty: 797.798584
	Iteration 23Q: 3 clusters Score -353923.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -353933.031250 Penalty: 797.798584
	Iteration 24Q: 3 clusters Score -353933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -353946.468750 Penalty: 797.798584
	Iteration 25Q: 3 clusters Score -353946.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -353957.875000 Penalty: 797.798584
	Iteration 26Q: 3 clusters Score -353957.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -353969.937500 Penalty: 797.798584
	Iteration 27Q: 3 clusters Score -353969.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -353979.625000 Penalty: 797.798584
	Iteration 28Q: 3 clusters Score -353979.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -353991.187500 Penalty: 797.798584
	Iteration 29Q: 3 clusters Score -353991.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -354006.062500 Penalty: 797.798584
	Iteration 30Q: 3 clusters Score -354006.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -354014.875000 Penalty: 797.798584
	Iteration 31Q: 3 clusters Score -354014.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -354022.562500 Penalty: 797.798584
	Iteration 32Q: 3 clusters Score -354022.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -354033.625000 Penalty: 797.798584
	Iteration 33Q: 3 clusters Score -354033.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -354042.875000 Penalty: 797.798584
	Iteration 34Q: 3 clusters Score -354042.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -354046.312500 Penalty: 797.798584
	Iteration 35Q: 3 clusters Score -354046.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -354052.937500 Penalty: 797.798584
	Iteration 36Q: 3 clusters Score -354052.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -354057.031250 Penalty: 797.798584
	Iteration 37Q: 3 clusters Score -354057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -354064.125000 Penalty: 797.798584
	Iteration 38Q: 3 clusters Score -354064.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -354075.250000 Penalty: 797.798584
	Iteration 39Q: 3 clusters Score -354075.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -354085.718750 Penalty: 797.798584
	Iteration 40F: 3 clusters Score -354085.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -354094.375000 Penalty: 797.798584
	Iteration 41Q: 3 clusters Score -354094.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -354097.187500 Penalty: 797.798584
	Iteration 42Q: 3 clusters Score -354097.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -354101.781250 Penalty: 797.798584
	Iteration 43Q: 3 clusters Score -354101.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -354104.062500 Penalty: 797.798584
	Iteration 44Q: 3 clusters Score -354104.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -354107.750000 Penalty: 797.798584
	Iteration 45Q: 3 clusters Score -354107.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -354112.750000 Penalty: 797.798584
	Iteration 46Q: 3 clusters Score -354112.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -354115.875000 Penalty: 797.798584
	Iteration 47Q: 3 clusters Score -354115.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -354119.187500 Penalty: 797.798584
	Iteration 48Q: 3 clusters Score -354119.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -354120.312500 Penalty: 797.798584
	Iteration 49Q: 3 clusters Score -354120.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -354122.906250 Penalty: 797.798584
	Iteration 50Q: 3 clusters Score -354122.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -354125.843750 Penalty: 797.798584
	Iteration 51Q: 3 clusters Score -354125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -354128.343750 Penalty: 797.798584
	Iteration 52Q: 3 clusters Score -354128.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -354130.687500 Penalty: 797.798584
	Iteration 53Q: 3 clusters Score -354130.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -354132.687500 Penalty: 797.798584
	Iteration 54Q: 3 clusters Score -354132.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -354136.406250 Penalty: 797.798584
	Iteration 55Q: 3 clusters Score -354136.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -354141.062500 Penalty: 797.798584
	Iteration 56Q: 3 clusters Score -354141.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -354144.093750 Penalty: 797.798584
	Iteration 57Q: 3 clusters Score -354144.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -354145.906250 Penalty: 797.798584
	Iteration 58Q: 3 clusters Score -354145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -354147.625000 Penalty: 797.798584
	Iteration 59Q: 3 clusters Score -354147.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -354148.312500 Penalty: 797.798584
	Iteration 60F: 3 clusters Score -354148.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -354150.375000 Penalty: 797.798584
	Iteration 61Q: 3 clusters Score -354150.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -354152.781250 Penalty: 797.798584
	Iteration 62Q: 3 clusters Score -354152.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -354153.281250 Penalty: 797.798584
	Iteration 63Q: 3 clusters Score -354153.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -354153.906250 Penalty: 797.798584
	Iteration 64Q: 3 clusters Score -354153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -354152.656250 Penalty: 797.798584
	Iteration 65Q: 3 clusters Score -354152.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -354153.156250 Penalty: 797.798584
	Iteration 66Q: 3 clusters Score -354153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -354153.500000 Penalty: 797.798584
	Iteration 67Q: 3 clusters Score -354153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -354153.781250 Penalty: 797.798584
	Iteration 68Q: 3 clusters Score -354153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -354153.656250 Penalty: 797.798584
	Iteration 69Q: 3 clusters Score -354153.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -354154.531250 Penalty: 797.798584
	Iteration 70Q: 3 clusters Score -354154.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -354155.718750 Penalty: 797.798584
	Iteration 71Q: 3 clusters Score -354155.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -354156.781250 Penalty: 797.798584
	Iteration 72Q: 3 clusters Score -354156.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -354156.937500 Penalty: 797.798584
	Iteration 73Q: 3 clusters Score -354156.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -354158.125000 Penalty: 797.798584
	Iteration 74Q: 3 clusters Score -354158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -354158.375000 Penalty: 797.798584
	Iteration 75Q: 3 clusters Score -354158.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -354159.843750 Penalty: 797.798584
	Iteration 76Q: 3 clusters Score -354159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -354160.000000 Penalty: 797.798584
	Iteration 77Q: 3 clusters Score -354160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -354160.062500 Penalty: 797.798584
	Iteration 78Q: 3 clusters Score -354160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -354161.125000 Penalty: 797.798584
	Iteration 79Q: 3 clusters Score -354161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -354161.687500 Penalty: 797.798584
	Iteration 80F: 3 clusters Score -354161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -354161.125000 Penalty: 797.798584
	Iteration 81Q: 3 clusters Score -354161.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -354162.156250 Penalty: 797.798584
	Iteration 82Q: 3 clusters Score -354162.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -354163.875000 Penalty: 797.798584
	Iteration 83Q: 3 clusters Score -354163.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -354165.406250 Penalty: 797.798584
	Iteration 84Q: 3 clusters Score -354165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -354166.187500 Penalty: 797.798584
	Iteration 85Q: 3 clusters Score -354166.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -354167.437500 Penalty: 797.798584
	Iteration 86Q: 3 clusters Score -354167.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -354169.375000 Penalty: 797.798584
	Iteration 87Q: 3 clusters Score -354169.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -354170.500000 Penalty: 797.798584
	Iteration 88Q: 3 clusters Score -354170.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -354171.781250 Penalty: 797.798584
	Iteration 89Q: 3 clusters Score -354171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -354173.781250 Penalty: 797.798584
	Iteration 90Q: 3 clusters Score -354173.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -354176.437500 Penalty: 797.798584
	Iteration 91Q: 3 clusters Score -354176.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -354177.593750 Penalty: 797.798584
	Iteration 92Q: 3 clusters Score -354177.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -354178.250000 Penalty: 797.798584
	Iteration 93Q: 3 clusters Score -354178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -354180.250000 Penalty: 797.798584
	Iteration 94Q: 3 clusters Score -354180.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -354183.406250 Penalty: 797.798584
	Iteration 95Q: 3 clusters Score -354183.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -354186.031250 Penalty: 797.798584
	Iteration 96Q: 3 clusters Score -354186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -354190.781250 Penalty: 797.798584
	Iteration 97Q: 3 clusters Score -354190.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -354198.000000 Penalty: 797.798584
	Iteration 98Q: 3 clusters Score -354198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -354205.437500 Penalty: 797.798584
	Iteration 99Q: 3 clusters Score -354205.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -354211.062500 Penalty: 797.798584
	Iteration 100F: 3 clusters Score -354211.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -354217.062500 Penalty: 797.798584
	Iteration 101Q: 3 clusters Score -354217.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -354225.750000 Penalty: 797.798584
	Iteration 102Q: 3 clusters Score -354225.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -354231.031250 Penalty: 797.798584
	Iteration 103Q: 3 clusters Score -354231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -354234.312500 Penalty: 797.798584
	Iteration 104Q: 3 clusters Score -354234.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -354238.375000 Penalty: 797.798584
	Iteration 105Q: 3 clusters Score -354238.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -354240.187500 Penalty: 797.798584
	Iteration 106Q: 3 clusters Score -354240.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -354241.312500 Penalty: 797.798584
	Iteration 107Q: 3 clusters Score -354241.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -354243.718750 Penalty: 797.798584
	Iteration 108Q: 3 clusters Score -354243.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -354245.812500 Penalty: 797.798584
	Iteration 109Q: 3 clusters Score -354245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -354247.562500 Penalty: 797.798584
	Iteration 110Q: 3 clusters Score -354247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -354248.000000 Penalty: 797.798584
	Iteration 111Q: 3 clusters Score -354248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -354248.406250 Penalty: 797.798584
	Iteration 112Q: 3 clusters Score -354248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -354248.843750 Penalty: 797.798584
	Iteration 113Q: 3 clusters Score -354248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -354250.187500 Penalty: 797.798584
	Iteration 114Q: 3 clusters Score -354250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -354250.687500 Penalty: 797.798584
	Iteration 115Q: 3 clusters Score -354250.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -354251.062500 Penalty: 797.798584
	Iteration 116Q: 3 clusters Score -354251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -354251.062500 Penalty: 797.798584
	Iteration 117F: 3 clusters Score -354251.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -112413.609375 Penalty: 347.822052
	Iteration 0F: 2 clusters Score -112413.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -110901.812500 Penalty: 695.644104
	Iteration 0F: 3 clusters Score -110901.8 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -111379.750000 Penalty: 695.644104
	Iteration 1F: 3 clusters Score -111379.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -111444.757812 Penalty: 695.644104
	Iteration 2F: 3 clusters Score -111444.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -111506.140625 Penalty: 695.644104
	Iteration 3F: 3 clusters Score -111506.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -111603.367188 Penalty: 695.644104
	Iteration 4F: 3 clusters Score -111603.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -111683.546875 Penalty: 695.644104
	Iteration 5F: 3 clusters Score -111683.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -111748.773438 Penalty: 695.644104
	Iteration 6F: 3 clusters Score -111748.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -111798.882812 Penalty: 695.644104
	Iteration 7Q: 3 clusters Score -111798.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -111852.070312 Penalty: 695.644104
	Iteration 8Q: 3 clusters Score -111852.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -111925.312500 Penalty: 695.644104
	Iteration 9Q: 3 clusters Score -111925.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -111987.312500 Penalty: 695.644104
	Iteration 10Q: 3 clusters Score -111987.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -112036.921875 Penalty: 695.644104
	Iteration 11Q: 3 clusters Score -112036.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -112060.867188 Penalty: 695.644104
	Iteration 12Q: 3 clusters Score -112060.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -112074.390625 Penalty: 695.644104
	Iteration 13Q: 3 clusters Score -112074.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -112085.304688 Penalty: 695.644104
	Iteration 14Q: 3 clusters Score -112085.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -112095.437500 Penalty: 695.644104
	Iteration 15Q: 3 clusters Score -112095.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -112104.031250 Penalty: 695.644104
	Iteration 16Q: 3 clusters Score -112104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -112109.789062 Penalty: 695.644104
	Iteration 17Q: 3 clusters Score -112109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -112112.617188 Penalty: 695.644104
	Iteration 18Q: 3 clusters Score -112112.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -112115.890625 Penalty: 695.644104
	Iteration 19Q: 3 clusters Score -112115.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -112118.539062 Penalty: 695.644104
	Iteration 20F: 3 clusters Score -112118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -112122.500000 Penalty: 695.644104
	Iteration 21Q: 3 clusters Score -112122.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -112125.164062 Penalty: 695.644104
	Iteration 22Q: 3 clusters Score -112125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -112126.523438 Penalty: 695.644104
	Iteration 23Q: 3 clusters Score -112126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -112127.164062 Penalty: 695.644104
	Iteration 24Q: 3 clusters Score -112127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -112127.445312 Penalty: 695.644104
	Iteration 25Q: 3 clusters Score -112127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -112127.445312 Penalty: 695.644104
	Iteration 26F: 3 clusters Score -112127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (59858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Entering Unmasked Estep 
Score: -3241662.750000 Penalty: 500.487732
	Iteration 0F: 2 clusters Score -3241663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -3201256.000000 Penalty: 1000.975464
	Iteration 0F: 3 clusters Score -3201256 nChanged 29052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -3220029.750000 Penalty: 1000.975464
	Iteration 1F: 3 clusters Score -3220030 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -3222016.500000 Penalty: 1000.975464
	Iteration 2F: 3 clusters Score -3222016 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -3225488.500000 Penalty: 1000.975464
	Iteration 3F: 3 clusters Score -3225488 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -3230450.500000 Penalty: 1000.975464
	Iteration 4F: 3 clusters Score -3230450 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -3235751.750000 Penalty: 1000.975464
	Iteration 5F: 3 clusters Score -3235752 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -3239165.000000 Penalty: 1000.975464
	Iteration 6F: 3 clusters Score -3239165 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -3240530.500000 Penalty: 1000.975464
	Iteration 7Q: 3 clusters Score -3240530 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -3240979.500000 Penalty: 1000.975464
	Iteration 8Q: 3 clusters Score -3240980 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -3241128.750000 Penalty: 1000.975464
	Iteration 9Q: 3 clusters Score -3241129 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -3241196.250000 Penalty: 1000.975464
	Iteration 10Q: 3 clusters Score -3241196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -3241221.500000 Penalty: 1000.975464
	Iteration 11Q: 3 clusters Score -3241222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -3241229.750000 Penalty: 1000.975464
	Iteration 12Q: 3 clusters Score -3241230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -3241242.750000 Penalty: 1000.975464
	Iteration 13Q: 3 clusters Score -3241243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -3241246.000000 Penalty: 1000.975464
	Iteration 14Q: 3 clusters Score -3241246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -3241249.250000 Penalty: 1000.975464
	Iteration 15Q: 3 clusters Score -3241249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -3241253.500000 Penalty: 1000.975464
	Iteration 16Q: 3 clusters Score -3241254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -3241255.000000 Penalty: 1000.975464
	Iteration 17Q: 3 clusters Score -3241255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -3241254.000000 Penalty: 1000.975464
	Iteration 18Q: 3 clusters Score -3241254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -3241255.750000 Penalty: 1000.975464
	Iteration 19Q: 3 clusters Score -3241256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -3241255.750000 Penalty: 1000.975464
	Iteration 20F: 3 clusters Score -3241256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (146730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146730 members 
Entering Unmasked Estep 
Score: -7598688.500000 Penalty: 541.283936
	Iteration 0F: 2 clusters Score -7598688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -7499543.500000 Penalty: 1082.567871
	Iteration 0F: 3 clusters Score -7499544 nChanged 72019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -7542473.500000 Penalty: 1082.567871
	Iteration 1F: 3 clusters Score -7542474 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -7543596.000000 Penalty: 1082.567871
	Iteration 2Q: 3 clusters Score -7543596 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 80349 members 
Entering Unmasked Estep 
Score: -7545174.000000 Penalty: 1082.567871
	Iteration 3Q: 3 clusters Score -7545174 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -7547365.000000 Penalty: 1082.567871
	Iteration 4Q: 3 clusters Score -7547365 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 89322 members 
Entering Unmasked Estep 
Score: -7550461.500000 Penalty: 1082.567871
	Iteration 5Q: 3 clusters Score -7550462 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -7555367.000000 Penalty: 1082.567871
	Iteration 6F: 3 clusters Score -7555367 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -7562159.000000 Penalty: 1082.567871
	Iteration 7F: 3 clusters Score -7562159 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 112774 members 
Entering Unmasked Estep 
Score: -7570556.500000 Penalty: 1082.567871
	Iteration 8F: 3 clusters Score -7570556 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 119955 members 
Entering Unmasked Estep 
Score: -7578142.000000 Penalty: 1082.567871
	Iteration 9F: 3 clusters Score -7578142 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -7583168.500000 Penalty: 1082.567871
	Iteration 10Q: 3 clusters Score -7583168 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 128599 members 
Entering Unmasked Estep 
Score: -7586115.000000 Penalty: 1082.567871
	Iteration 11Q: 3 clusters Score -7586115 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 131524 members 
Entering Unmasked Estep 
Score: -7588117.000000 Penalty: 1082.567871
	Iteration 12Q: 3 clusters Score -7588117 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 134123 members 
Entering Unmasked Estep 
Score: -7589823.000000 Penalty: 1082.567871
	Iteration 13Q: 3 clusters Score -7589823 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 136435 members 
Entering Unmasked Estep 
Score: -7591295.000000 Penalty: 1082.567871
	Iteration 14Q: 3 clusters Score -7591295 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 138497 members 
Entering Unmasked Estep 
Score: -7592638.000000 Penalty: 1082.567871
	Iteration 15Q: 3 clusters Score -7592638 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 140338 members 
Entering Unmasked Estep 
Score: -7593960.000000 Penalty: 1082.567871
	Iteration 16Q: 3 clusters Score -7593960 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 141836 members 
Entering Unmasked Estep 
Score: -7595023.000000 Penalty: 1082.567871
	Iteration 17Q: 3 clusters Score -7595023 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 143070 members 
Entering Unmasked Estep 
Score: -7595895.000000 Penalty: 1082.567871
	Iteration 18Q: 3 clusters Score -7595895 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 144008 members 
Entering Unmasked Estep 
Score: -7596531.500000 Penalty: 1082.567871
	Iteration 19Q: 3 clusters Score -7596532 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 144726 members 
Entering Unmasked Estep 
Score: -7596974.500000 Penalty: 1082.567871
	Iteration 20F: 3 clusters Score -7596974 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 145249 members 
Entering Unmasked Estep 
Score: -7597343.000000 Penalty: 1082.567871
	Iteration 21Q: 3 clusters Score -7597343 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 145627 members 
Entering Unmasked Estep 
Score: -7597587.500000 Penalty: 1082.567871
	Iteration 22Q: 3 clusters Score -7597588 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 145876 members 
Entering Unmasked Estep 
Score: -7597739.000000 Penalty: 1082.567871
	Iteration 23Q: 3 clusters Score -7597739 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 146052 members 
Entering Unmasked Estep 
Score: -7597864.500000 Penalty: 1082.567871
	Iteration 24Q: 3 clusters Score -7597864 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 146170 members 
Entering Unmasked Estep 
Score: -7597974.000000 Penalty: 1082.567871
	Iteration 25Q: 3 clusters Score -7597974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 146247 members 
Entering Unmasked Estep 
Score: -7598012.500000 Penalty: 1082.567871
	Iteration 26Q: 3 clusters Score -7598012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 146300 members 
Entering Unmasked Estep 
Score: -7598033.500000 Penalty: 1082.567871
	Iteration 27Q: 3 clusters Score -7598034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 146344 members 
Entering Unmasked Estep 
Score: -7598066.500000 Penalty: 1082.567871
	Iteration 28Q: 3 clusters Score -7598066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 146372 members 
Entering Unmasked Estep 
Score: -7598086.000000 Penalty: 1082.567871
	Iteration 29Q: 3 clusters Score -7598086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 146392 members 
Entering Unmasked Estep 
Score: -7598107.000000 Penalty: 1082.567871
	Iteration 30Q: 3 clusters Score -7598107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 146411 members 
Entering Unmasked Estep 
Score: -7598118.500000 Penalty: 1082.567871
	Iteration 31Q: 3 clusters Score -7598118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 146424 members 
Entering Unmasked Estep 
Score: -7598124.000000 Penalty: 1082.567871
	Iteration 32Q: 3 clusters Score -7598124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 146440 members 
Entering Unmasked Estep 
Score: -7598139.000000 Penalty: 1082.567871
	Iteration 33Q: 3 clusters Score -7598139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 146452 members 
Entering Unmasked Estep 
Score: -7598160.500000 Penalty: 1082.567871
	Iteration 34Q: 3 clusters Score -7598160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 146462 members 
Entering Unmasked Estep 
Score: -7598154.500000 Penalty: 1082.567871
	Iteration 35Q: 3 clusters Score -7598154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 146469 members 
Entering Unmasked Estep 
Score: -7598161.000000 Penalty: 1082.567871
	Iteration 36Q: 3 clusters Score -7598161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 146473 members 
Entering Unmasked Estep 
Score: -7598165.000000 Penalty: 1082.567871
	Iteration 37Q: 3 clusters Score -7598165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 146477 members 
Entering Unmasked Estep 
Score: -7598165.500000 Penalty: 1082.567871
	Iteration 38Q: 3 clusters Score -7598166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 146477 members 
Entering Unmasked Estep 
Score: -7598167.500000 Penalty: 1082.567871
	Iteration 39Q: 3 clusters Score -7598168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 146475 members 
Entering Unmasked Estep 
Score: -7598167.500000 Penalty: 1082.567871
	Iteration 40F: 3 clusters Score -7598168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6348.445801 Penalty: 232.868713
	Iteration 0F: 2 clusters Score -6348.446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6122.980469 Penalty: 465.737427
	Iteration 0F: 3 clusters Score -6122.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6270.851074 Penalty: 465.737427
	Iteration 1F: 3 clusters Score -6270.851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6310.587402 Penalty: 465.737427
	Iteration 2F: 3 clusters Score -6310.587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6335.961914 Penalty: 465.737427
	Iteration 3F: 3 clusters Score -6335.962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6359.409180 Penalty: 465.737427
	Iteration 4Q: 3 clusters Score -6359.409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6367.414062 Penalty: 465.737427
	Iteration 5Q: 3 clusters Score -6367.414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6370.317383 Penalty: 465.737427
	Iteration 6Q: 3 clusters Score -6370.317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6370.317383 Penalty: 465.737427
	Iteration 7F: 3 clusters Score -6370.317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 67120 members 
Mstep: Class 3 contains 73194 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 47335 members 
Mstep: Class 6 contains 93333 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 154591 members 
Mstep: Class 9 contains 69192 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 16216 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10046 members 
Mstep: Class 14 contains 84880 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 37749 members 
Mstep: Class 17 contains 7787 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 75691 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 83081 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 45937 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 59858 members 
Mstep: Class 27 contains 146730 members 
Mstep: Class 28 contains 22 members 
Mstep: Class 29 contains 6538 members 
Mstep: Class 30 contains 10347 members 
Mstep: Class 31 contains 80619 members 
Mstep: Class 32 contains 1234 members 
Mstep: Class 33 contains 22451 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 86457 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16566 members 
Mstep: Class 39 contains 7460 members 
Mstep: Class 40 contains 1682 members 
Mstep: Class 41 contains 85611 members 
Mstep: Class 42 contains 5955 members 
Mstep: Class 43 contains 18552 members 
Mstep: Class 44 contains 4240 members 
Mstep: Class 45 contains 48366 members 
Mstep: Class 46 contains 4831 members 
Mstep: Class 47 contains 151304 members 
Mstep: Class 48 contains 2480 members 
Mstep: Class 49 contains 28069 members 
Mstep: Class 50 contains 145 members 
Entering Unmasked Estep 
Score: -87423456.000000 Penalty: 32677.640625
Splitting cluster 28 changes total score from -87424824.000000 to -87423456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (6538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Entering Unmasked Estep 
Score: -352474.250000 Penalty: 399.735107
	Iteration 0F: 2 clusters Score -352474.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -348094.781250 Penalty: 799.470215
	Iteration 0F: 3 clusters Score -348094.8 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -349809.656250 Penalty: 799.470215
	Iteration 1F: 3 clusters Score -349809.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -350056.093750 Penalty: 799.470215
	Iteration 2F: 3 clusters Score -350056.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -350316.906250 Penalty: 799.470215
	Iteration 3F: 3 clusters Score -350316.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -350646.781250 Penalty: 799.470215
	Iteration 4F: 3 clusters Score -350646.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -351019.312500 Penalty: 799.470215
	Iteration 5F: 3 clusters Score -351019.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -351388.062500 Penalty: 799.470215
	Iteration 6F: 3 clusters Score -351388.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -351685.656250 Penalty: 799.470215
	Iteration 7Q: 3 clusters Score -351685.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -351936.562500 Penalty: 799.470215
	Iteration 8Q: 3 clusters Score -351936.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -352054.687500 Penalty: 799.470215
	Iteration 9Q: 3 clusters Score -352054.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -352100.031250 Penalty: 799.470215
	Iteration 10Q: 3 clusters Score -352100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -352121.625000 Penalty: 799.470215
	Iteration 11Q: 3 clusters Score -352121.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -352143.937500 Penalty: 799.470215
	Iteration 12Q: 3 clusters Score -352143.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -352155.937500 Penalty: 799.470215
	Iteration 13Q: 3 clusters Score -352155.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -352160.281250 Penalty: 799.470215
	Iteration 14Q: 3 clusters Score -352160.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -352162.562500 Penalty: 799.470215
	Iteration 15Q: 3 clusters Score -352162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -352163.500000 Penalty: 799.470215
	Iteration 16Q: 3 clusters Score -352163.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -352165.593750 Penalty: 799.470215
	Iteration 17Q: 3 clusters Score -352165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -352167.250000 Penalty: 799.470215
	Iteration 18Q: 3 clusters Score -352167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -352167.281250 Penalty: 799.470215
	Iteration 19Q: 3 clusters Score -352167.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -352167.281250 Penalty: 799.470215
	Iteration 20F: 3 clusters Score -352167.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Entering Unmasked Estep 
Score: -562732.562500 Penalty: 420.622559
	Iteration 0F: 2 clusters Score -562732.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -555857.062500 Penalty: 841.245117
	Iteration 0F: 3 clusters Score -555857.1 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -558649.000000 Penalty: 841.245117
	Iteration 1F: 3 clusters Score -558649 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -558900.562500 Penalty: 841.245117
	Iteration 2F: 3 clusters Score -558900.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -559241.750000 Penalty: 841.245117
	Iteration 3F: 3 clusters Score -559241.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -559758.062500 Penalty: 841.245117
	Iteration 4F: 3 clusters Score -559758.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -560354.875000 Penalty: 841.245117
	Iteration 5F: 3 clusters Score -560354.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -560746.375000 Penalty: 841.245117
	Iteration 6F: 3 clusters Score -560746.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -560913.687500 Penalty: 841.245117
	Iteration 7Q: 3 clusters Score -560913.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -560999.187500 Penalty: 841.245117
	Iteration 8Q: 3 clusters Score -560999.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -561060.500000 Penalty: 841.245117
	Iteration 9Q: 3 clusters Score -561060.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -561120.437500 Penalty: 841.245117
	Iteration 10Q: 3 clusters Score -561120.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -561180.250000 Penalty: 841.245117
	Iteration 11Q: 3 clusters Score -561180.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -561244.000000 Penalty: 841.245117
	Iteration 12Q: 3 clusters Score -561244 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -561300.125000 Penalty: 841.245117
	Iteration 13Q: 3 clusters Score -561300.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -561348.625000 Penalty: 841.245117
	Iteration 14Q: 3 clusters Score -561348.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -561391.562500 Penalty: 841.245117
	Iteration 15Q: 3 clusters Score -561391.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -561435.875000 Penalty: 841.245117
	Iteration 16Q: 3 clusters Score -561435.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -561486.375000 Penalty: 841.245117
	Iteration 17Q: 3 clusters Score -561486.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -561542.375000 Penalty: 841.245117
	Iteration 18Q: 3 clusters Score -561542.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -561606.500000 Penalty: 841.245117
	Iteration 19Q: 3 clusters Score -561606.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -561669.875000 Penalty: 841.245117
	Iteration 20F: 3 clusters Score -561669.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -561758.375000 Penalty: 841.245117
	Iteration 21Q: 3 clusters Score -561758.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -561837.750000 Penalty: 841.245117
	Iteration 22Q: 3 clusters Score -561837.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -561926.250000 Penalty: 841.245117
	Iteration 23Q: 3 clusters Score -561926.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -561993.125000 Penalty: 841.245117
	Iteration 24Q: 3 clusters Score -561993.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -562057.500000 Penalty: 841.245117
	Iteration 25Q: 3 clusters Score -562057.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -562118.812500 Penalty: 841.245117
	Iteration 26Q: 3 clusters Score -562118.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -562171.125000 Penalty: 841.245117
	Iteration 27Q: 3 clusters Score -562171.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -562213.250000 Penalty: 841.245117
	Iteration 28Q: 3 clusters Score -562213.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -562245.687500 Penalty: 841.245117
	Iteration 29Q: 3 clusters Score -562245.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -562266.000000 Penalty: 841.245117
	Iteration 30Q: 3 clusters Score -562266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -562281.312500 Penalty: 841.245117
	Iteration 31Q: 3 clusters Score -562281.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -562292.875000 Penalty: 841.245117
	Iteration 32Q: 3 clusters Score -562292.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -562307.000000 Penalty: 841.245117
	Iteration 33Q: 3 clusters Score -562307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -562313.875000 Penalty: 841.245117
	Iteration 34Q: 3 clusters Score -562313.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -562326.937500 Penalty: 841.245117
	Iteration 35Q: 3 clusters Score -562326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -562333.187500 Penalty: 841.245117
	Iteration 36Q: 3 clusters Score -562333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -562342.937500 Penalty: 841.245117
	Iteration 37Q: 3 clusters Score -562342.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -562351.875000 Penalty: 841.245117
	Iteration 38Q: 3 clusters Score -562351.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -562358.750000 Penalty: 841.245117
	Iteration 39Q: 3 clusters Score -562358.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -562362.562500 Penalty: 841.245117
	Iteration 40F: 3 clusters Score -562362.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -562363.625000 Penalty: 841.245117
	Iteration 41Q: 3 clusters Score -562363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -562365.625000 Penalty: 841.245117
	Iteration 42Q: 3 clusters Score -562365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -562366.562500 Penalty: 841.245117
	Iteration 43Q: 3 clusters Score -562366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -562370.062500 Penalty: 841.245117
	Iteration 44Q: 3 clusters Score -562370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -562374.000000 Penalty: 841.245117
	Iteration 45Q: 3 clusters Score -562374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -562378.687500 Penalty: 841.245117
	Iteration 46Q: 3 clusters Score -562378.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -562382.437500 Penalty: 841.245117
	Iteration 47Q: 3 clusters Score -562382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -562385.312500 Penalty: 841.245117
	Iteration 48Q: 3 clusters Score -562385.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -562388.812500 Penalty: 841.245117
	Iteration 49Q: 3 clusters Score -562388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -562391.000000 Penalty: 841.245117
	Iteration 50Q: 3 clusters Score -562391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -562391.250000 Penalty: 841.245117
	Iteration 51Q: 3 clusters Score -562391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -562393.625000 Penalty: 841.245117
	Iteration 52Q: 3 clusters Score -562393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -562394.062500 Penalty: 841.245117
	Iteration 53Q: 3 clusters Score -562394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -562394.062500 Penalty: 841.245117
	Iteration 54F: 3 clusters Score -562394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (80619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Entering Unmasked Estep 
Score: -4412814.000000 Penalty: 514.035767
	Iteration 0F: 2 clusters Score -4412814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -4358796.500000 Penalty: 1028.071533
	Iteration 0F: 3 clusters Score -4358796 nChanged 39211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -4383332.500000 Penalty: 1028.071533
	Iteration 1F: 3 clusters Score -4383332 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -4385755.500000 Penalty: 1028.071533
	Iteration 2F: 3 clusters Score -4385756 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -4390145.000000 Penalty: 1028.071533
	Iteration 3F: 3 clusters Score -4390145 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -4396347.500000 Penalty: 1028.071533
	Iteration 4F: 3 clusters Score -4396348 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -4402467.000000 Penalty: 1028.071533
	Iteration 5F: 3 clusters Score -4402467 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -4406651.500000 Penalty: 1028.071533
	Iteration 6F: 3 clusters Score -4406652 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 75818 members 
Entering Unmasked Estep 
Score: -4409018.000000 Penalty: 1028.071533
	Iteration 7Q: 3 clusters Score -4409018 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 77489 members 
Entering Unmasked Estep 
Score: -4410355.000000 Penalty: 1028.071533
	Iteration 8Q: 3 clusters Score -4410355 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 78565 members 
Entering Unmasked Estep 
Score: -4411121.500000 Penalty: 1028.071533
	Iteration 9Q: 3 clusters Score -4411122 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -4411598.500000 Penalty: 1028.071533
	Iteration 10Q: 3 clusters Score -4411598 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -4411944.500000 Penalty: 1028.071533
	Iteration 11Q: 3 clusters Score -4411944 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -4412120.500000 Penalty: 1028.071533
	Iteration 12Q: 3 clusters Score -4412120 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -4412217.000000 Penalty: 1028.071533
	Iteration 13Q: 3 clusters Score -4412217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -4412270.500000 Penalty: 1028.071533
	Iteration 14Q: 3 clusters Score -4412270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 80373 members 
Entering Unmasked Estep 
Score: -4412295.500000 Penalty: 1028.071533
	Iteration 15Q: 3 clusters Score -4412296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -4412316.000000 Penalty: 1028.071533
	Iteration 16Q: 3 clusters Score -4412316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -4412331.500000 Penalty: 1028.071533
	Iteration 17Q: 3 clusters Score -4412332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -4412346.000000 Penalty: 1028.071533
	Iteration 18Q: 3 clusters Score -4412346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 80474 members 
Entering Unmasked Estep 
Score: -4412354.000000 Penalty: 1028.071533
	Iteration 19Q: 3 clusters Score -4412354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -4412360.500000 Penalty: 1028.071533
	Iteration 20F: 3 clusters Score -4412360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -4412367.000000 Penalty: 1028.071533
	Iteration 21Q: 3 clusters Score -4412367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -4412370.000000 Penalty: 1028.071533
	Iteration 22Q: 3 clusters Score -4412370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -4412371.000000 Penalty: 1028.071533
	Iteration 23Q: 3 clusters Score -4412371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -4412369.000000 Penalty: 1028.071533
	Iteration 24Q: 3 clusters Score -4412369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -4412370.000000 Penalty: 1028.071533
	Iteration 25Q: 3 clusters Score -4412370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 80497 members 
Entering Unmasked Estep 
Score: -4412369.000000 Penalty: 1028.071533
	Iteration 26Q: 3 clusters Score -4412369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 80499 members 
Entering Unmasked Estep 
Score: -4412372.000000 Penalty: 1028.071533
	Iteration 27Q: 3 clusters Score -4412372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -4412373.000000 Penalty: 1028.071533
	Iteration 28Q: 3 clusters Score -4412373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -4412374.500000 Penalty: 1028.071533
	Iteration 29Q: 3 clusters Score -4412374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -4412374.000000 Penalty: 1028.071533
	Iteration 30Q: 3 clusters Score -4412374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -4412374.000000 Penalty: 1028.071533
	Iteration 31F: 3 clusters Score -4412374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -66161.656250 Penalty: 323.869751
	Iteration 0F: 2 clusters Score -66161.66 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: -65200.882812 Penalty: 647.739502
	Iteration 0F: 3 clusters Score -65200.88 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -65482.269531 Penalty: 647.739502
	Iteration 1F: 3 clusters Score -65482.27 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -65536.562500 Penalty: 647.739502
	Iteration 2F: 3 clusters Score -65536.56 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -65586.054688 Penalty: 647.739502
	Iteration 3F: 3 clusters Score -65586.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -65611.234375 Penalty: 647.739502
	Iteration 4Q: 3 clusters Score -65611.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -65633.015625 Penalty: 647.739502
	Iteration 5Q: 3 clusters Score -65633.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -65666.507812 Penalty: 647.739502
	Iteration 6Q: 3 clusters Score -65666.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -65709.656250 Penalty: 647.739502
	Iteration 7Q: 3 clusters Score -65709.66 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -65742.585938 Penalty: 647.739502
	Iteration 8Q: 3 clusters Score -65742.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -65788.562500 Penalty: 647.739502
	Iteration 9Q: 3 clusters Score -65788.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -65814.296875 Penalty: 647.739502
	Iteration 10Q: 3 clusters Score -65814.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -65834.585938 Penalty: 647.739502
	Iteration 11Q: 3 clusters Score -65834.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -65848.039062 Penalty: 647.739502
	Iteration 12Q: 3 clusters Score -65848.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -65852.937500 Penalty: 647.739502
	Iteration 13Q: 3 clusters Score -65852.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -65855.695312 Penalty: 647.739502
	Iteration 14Q: 3 clusters Score -65855.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -65856.531250 Penalty: 647.739502
	Iteration 15Q: 3 clusters Score -65856.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -65857.812500 Penalty: 647.739502
	Iteration 16Q: 3 clusters Score -65857.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -65859.062500 Penalty: 647.739502
	Iteration 17Q: 3 clusters Score -65859.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -65860.820312 Penalty: 647.739502
	Iteration 18Q: 3 clusters Score -65860.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -65861.765625 Penalty: 647.739502
	Iteration 19Q: 3 clusters Score -65861.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -65862.406250 Penalty: 647.739502
	Iteration 20F: 3 clusters Score -65862.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (22451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Entering Unmasked Estep 
Score: -1168549.625000 Penalty: 455.868622
	Iteration 0F: 2 clusters Score -1168550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1153565.125000 Penalty: 911.737244
	Iteration 0F: 3 clusters Score -1153565 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1159521.500000 Penalty: 911.737244
	Iteration 1F: 3 clusters Score -1159522 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1159922.250000 Penalty: 911.737244
	Iteration 2Q: 3 clusters Score -1159922 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1160559.875000 Penalty: 911.737244
	Iteration 3Q: 3 clusters Score -1160560 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1161568.875000 Penalty: 911.737244
	Iteration 4F: 3 clusters Score -1161569 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1163029.125000 Penalty: 911.737244
	Iteration 5F: 3 clusters Score -1163029 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1164645.375000 Penalty: 911.737244
	Iteration 6F: 3 clusters Score -1164645 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1165815.625000 Penalty: 911.737244
	Iteration 7F: 3 clusters Score -1165816 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1166481.875000 Penalty: 911.737244
	Iteration 8Q: 3 clusters Score -1166482 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1166835.625000 Penalty: 911.737244
	Iteration 9Q: 3 clusters Score -1166836 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1167060.750000 Penalty: 911.737244
	Iteration 10Q: 3 clusters Score -1167061 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1167222.000000 Penalty: 911.737244
	Iteration 11Q: 3 clusters Score -1167222 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1167354.250000 Penalty: 911.737244
	Iteration 12Q: 3 clusters Score -1167354 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1167476.125000 Penalty: 911.737244
	Iteration 13Q: 3 clusters Score -1167476 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1167586.625000 Penalty: 911.737244
	Iteration 14Q: 3 clusters Score -1167587 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1167719.250000 Penalty: 911.737244
	Iteration 15Q: 3 clusters Score -1167719 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1167862.750000 Penalty: 911.737244
	Iteration 16Q: 3 clusters Score -1167863 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1167975.625000 Penalty: 911.737244
	Iteration 17Q: 3 clusters Score -1167976 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1168019.625000 Penalty: 911.737244
	Iteration 18Q: 3 clusters Score -1168020 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1168061.750000 Penalty: 911.737244
	Iteration 19Q: 3 clusters Score -1168062 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1168104.250000 Penalty: 911.737244
	Iteration 20F: 3 clusters Score -1168104 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1168125.375000 Penalty: 911.737244
	Iteration 21Q: 3 clusters Score -1168125 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1168137.625000 Penalty: 911.737244
	Iteration 22Q: 3 clusters Score -1168138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1168143.500000 Penalty: 911.737244
	Iteration 23Q: 3 clusters Score -1168144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1168145.500000 Penalty: 911.737244
	Iteration 24Q: 3 clusters Score -1168146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1168149.250000 Penalty: 911.737244
	Iteration 25Q: 3 clusters Score -1168149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1168150.250000 Penalty: 911.737244
	Iteration 26Q: 3 clusters Score -1168150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1168152.000000 Penalty: 911.737244
	Iteration 27Q: 3 clusters Score -1168152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1168151.250000 Penalty: 911.737244
	Iteration 28Q: 3 clusters Score -1168151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1168152.625000 Penalty: 911.737244
	Iteration 29Q: 3 clusters Score -1168153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1168156.250000 Penalty: 911.737244
	Iteration 30Q: 3 clusters Score -1168156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1168157.375000 Penalty: 911.737244
	Iteration 31Q: 3 clusters Score -1168157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1168156.125000 Penalty: 911.737244
	Iteration 32Q: 3 clusters Score -1168156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1168154.875000 Penalty: 911.737244
	Iteration 33Q: 3 clusters Score -1168155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1168154.625000 Penalty: 911.737244
	Iteration 34Q: 3 clusters Score -1168155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1168157.375000 Penalty: 911.737244
	Iteration 35Q: 3 clusters Score -1168157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1168158.125000 Penalty: 911.737244
	Iteration 36Q: 3 clusters Score -1168158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1168162.125000 Penalty: 911.737244
	Iteration 37Q: 3 clusters Score -1168162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1168163.500000 Penalty: 911.737244
	Iteration 38Q: 3 clusters Score -1168164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1168164.250000 Penalty: 911.737244
	Iteration 39Q: 3 clusters Score -1168164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1168162.375000 Penalty: 911.737244
	Iteration 40F: 3 clusters Score -1168162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1168163.625000 Penalty: 911.737244
	Iteration 41Q: 3 clusters Score -1168164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1168168.500000 Penalty: 911.737244
	Iteration 42Q: 3 clusters Score -1168168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1168170.750000 Penalty: 911.737244
	Iteration 43Q: 3 clusters Score -1168171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1168171.000000 Penalty: 911.737244
	Iteration 44Q: 3 clusters Score -1168171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1168172.875000 Penalty: 911.737244
	Iteration 45Q: 3 clusters Score -1168173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1168172.500000 Penalty: 911.737244
	Iteration 46Q: 3 clusters Score -1168172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1168172.250000 Penalty: 911.737244
	Iteration 47Q: 3 clusters Score -1168172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1168173.000000 Penalty: 911.737244
	Iteration 48Q: 3 clusters Score -1168173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1168175.750000 Penalty: 911.737244
	Iteration 49Q: 3 clusters Score -1168176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1168180.375000 Penalty: 911.737244
	Iteration 50Q: 3 clusters Score -1168180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1168180.500000 Penalty: 911.737244
	Iteration 51Q: 3 clusters Score -1168180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1168180.875000 Penalty: 911.737244
	Iteration 52Q: 3 clusters Score -1168181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1168181.375000 Penalty: 911.737244
	Iteration 53Q: 3 clusters Score -1168181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1168186.250000 Penalty: 911.737244
	Iteration 54Q: 3 clusters Score -1168186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1168193.250000 Penalty: 911.737244
	Iteration 55Q: 3 clusters Score -1168193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1168192.500000 Penalty: 911.737244
	Iteration 56Q: 3 clusters Score -1168192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1168193.125000 Penalty: 911.737244
	Iteration 57Q: 3 clusters Score -1168193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1168191.750000 Penalty: 911.737244
	Iteration 58Q: 3 clusters Score -1168192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1168192.250000 Penalty: 911.737244
	Iteration 59Q: 3 clusters Score -1168192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1168193.625000 Penalty: 911.737244
	Iteration 60F: 3 clusters Score -1168194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1168197.625000 Penalty: 911.737244
	Iteration 61Q: 3 clusters Score -1168198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1168198.625000 Penalty: 911.737244
	Iteration 62Q: 3 clusters Score -1168199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1168197.750000 Penalty: 911.737244
	Iteration 63Q: 3 clusters Score -1168198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1168199.375000 Penalty: 911.737244
	Iteration 64Q: 3 clusters Score -1168199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1168201.750000 Penalty: 911.737244
	Iteration 65Q: 3 clusters Score -1168202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1168202.250000 Penalty: 911.737244
	Iteration 66Q: 3 clusters Score -1168202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1168205.875000 Penalty: 911.737244
	Iteration 67Q: 3 clusters Score -1168206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1168210.000000 Penalty: 911.737244
	Iteration 68Q: 3 clusters Score -1168210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1168216.000000 Penalty: 911.737244
	Iteration 69Q: 3 clusters Score -1168216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1168221.750000 Penalty: 911.737244
	Iteration 70Q: 3 clusters Score -1168222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1168222.875000 Penalty: 911.737244
	Iteration 71Q: 3 clusters Score -1168223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1168229.125000 Penalty: 911.737244
	Iteration 72Q: 3 clusters Score -1168229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1168228.250000 Penalty: 911.737244
	Iteration 73Q: 3 clusters Score -1168228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1168226.375000 Penalty: 911.737244
	Iteration 74Q: 3 clusters Score -1168226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1168230.250000 Penalty: 911.737244
	Iteration 75Q: 3 clusters Score -1168230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1168232.000000 Penalty: 911.737244
	Iteration 76Q: 3 clusters Score -1168232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1168236.500000 Penalty: 911.737244
	Iteration 77Q: 3 clusters Score -1168236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1168236.750000 Penalty: 911.737244
	Iteration 78Q: 3 clusters Score -1168237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1168236.000000 Penalty: 911.737244
	Iteration 79Q: 3 clusters Score -1168236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1168234.250000 Penalty: 911.737244
	Iteration 80F: 3 clusters Score -1168234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1168236.125000 Penalty: 911.737244
	Iteration 81Q: 3 clusters Score -1168236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1168243.625000 Penalty: 911.737244
	Iteration 82Q: 3 clusters Score -1168244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1168245.000000 Penalty: 911.737244
	Iteration 83Q: 3 clusters Score -1168245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1168247.500000 Penalty: 911.737244
	Iteration 84Q: 3 clusters Score -1168248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1168244.625000 Penalty: 911.737244
	Iteration 85Q: 3 clusters Score -1168245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1168245.875000 Penalty: 911.737244
	Iteration 86Q: 3 clusters Score -1168246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1168244.875000 Penalty: 911.737244
	Iteration 87Q: 3 clusters Score -1168245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1168245.500000 Penalty: 911.737244
	Iteration 88Q: 3 clusters Score -1168246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1168248.000000 Penalty: 911.737244
	Iteration 89Q: 3 clusters Score -1168248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1168248.375000 Penalty: 911.737244
	Iteration 90Q: 3 clusters Score -1168248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1168244.500000 Penalty: 911.737244
	Iteration 91Q: 3 clusters Score -1168244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1168247.125000 Penalty: 911.737244
	Iteration 92Q: 3 clusters Score -1168247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1168248.875000 Penalty: 911.737244
	Iteration 93Q: 3 clusters Score -1168249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1168249.625000 Penalty: 911.737244
	Iteration 94Q: 3 clusters Score -1168250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1168252.250000 Penalty: 911.737244
	Iteration 95Q: 3 clusters Score -1168252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1168250.375000 Penalty: 911.737244
	Iteration 96Q: 3 clusters Score -1168250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1168249.000000 Penalty: 911.737244
	Iteration 97Q: 3 clusters Score -1168249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1168249.500000 Penalty: 911.737244
	Iteration 98Q: 3 clusters Score -1168250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1168250.875000 Penalty: 911.737244
	Iteration 99Q: 3 clusters Score -1168251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1168256.000000 Penalty: 911.737244
	Iteration 100F: 3 clusters Score -1168256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1168254.250000 Penalty: 911.737244
	Iteration 101Q: 3 clusters Score -1168254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1168257.750000 Penalty: 911.737244
	Iteration 102Q: 3 clusters Score -1168258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1168259.500000 Penalty: 911.737244
	Iteration 103Q: 3 clusters Score -1168260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1168255.625000 Penalty: 911.737244
	Iteration 104Q: 3 clusters Score -1168256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1168257.125000 Penalty: 911.737244
	Iteration 105Q: 3 clusters Score -1168257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1168257.625000 Penalty: 911.737244
	Iteration 106Q: 3 clusters Score -1168258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1168257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1168259.875000 Penalty: 911.737244
	Iteration 108Q: 3 clusters Score -1168260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1168260.750000 Penalty: 911.737244
	Iteration 109Q: 3 clusters Score -1168261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1168260.250000 Penalty: 911.737244
	Iteration 110Q: 3 clusters Score -1168260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1168261.375000 Penalty: 911.737244
	Iteration 111Q: 3 clusters Score -1168261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1168261.375000 Penalty: 911.737244
	Iteration 112Q: 3 clusters Score -1168261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1168262.500000 Penalty: 911.737244
	Iteration 113Q: 3 clusters Score -1168262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1168266.500000 Penalty: 911.737244
	Iteration 114Q: 3 clusters Score -1168266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1168264.625000 Penalty: 911.737244
	Iteration 115Q: 3 clusters Score -1168265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1168267.625000 Penalty: 911.737244
	Iteration 116Q: 3 clusters Score -1168268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1168267.125000 Penalty: 911.737244
	Iteration 117Q: 3 clusters Score -1168267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1168268.750000 Penalty: 911.737244
	Iteration 118Q: 3 clusters Score -1168269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1168268.500000 Penalty: 911.737244
	Iteration 119Q: 3 clusters Score -1168268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1168268.500000 Penalty: 911.737244
	Iteration 120F: 3 clusters Score -1168268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1168267.875000 Penalty: 911.737244
	Iteration 121Q: 3 clusters Score -1168268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1168268.625000 Penalty: 911.737244
	Iteration 122Q: 3 clusters Score -1168269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1168272.000000 Penalty: 911.737244
	Iteration 123Q: 3 clusters Score -1168272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1168271.875000 Penalty: 911.737244
	Iteration 124Q: 3 clusters Score -1168272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1168273.500000 Penalty: 911.737244
	Iteration 125Q: 3 clusters Score -1168274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1168274.375000 Penalty: 911.737244
	Iteration 126Q: 3 clusters Score -1168274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1168276.625000 Penalty: 911.737244
	Iteration 127Q: 3 clusters Score -1168277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1168273.125000 Penalty: 911.737244
	Iteration 128Q: 3 clusters Score -1168273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1168275.000000 Penalty: 911.737244
	Iteration 129Q: 3 clusters Score -1168275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1168275.625000 Penalty: 911.737244
	Iteration 130Q: 3 clusters Score -1168276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1168275.375000 Penalty: 911.737244
	Iteration 131Q: 3 clusters Score -1168275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1168276.125000 Penalty: 911.737244
	Iteration 132Q: 3 clusters Score -1168276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1168276.500000 Penalty: 911.737244
	Iteration 133Q: 3 clusters Score -1168276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1168276.000000 Penalty: 911.737244
	Iteration 134Q: 3 clusters Score -1168276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1168276.750000 Penalty: 911.737244
	Iteration 135Q: 3 clusters Score -1168277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1168277.625000 Penalty: 911.737244
	Iteration 136Q: 3 clusters Score -1168278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1168277.750000 Penalty: 911.737244
	Iteration 137Q: 3 clusters Score -1168278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1168273.750000 Penalty: 911.737244
	Iteration 138Q: 3 clusters Score -1168274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1168274.125000 Penalty: 911.737244
	Iteration 139Q: 3 clusters Score -1168274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1168275.375000 Penalty: 911.737244
	Iteration 140F: 3 clusters Score -1168275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1168280.375000 Penalty: 911.737244
	Iteration 141Q: 3 clusters Score -1168280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1168279.875000 Penalty: 911.737244
	Iteration 142Q: 3 clusters Score -1168280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1168278.875000 Penalty: 911.737244
	Iteration 143Q: 3 clusters Score -1168279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1168279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1168279.500000 Penalty: 911.737244
	Iteration 145Q: 3 clusters Score -1168280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1168282.375000 Penalty: 911.737244
	Iteration 146Q: 3 clusters Score -1168282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1168282.375000 Penalty: 911.737244
	Iteration 147Q: 3 clusters Score -1168282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1168286.750000 Penalty: 911.737244
	Iteration 148Q: 3 clusters Score -1168287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1168288.500000 Penalty: 911.737244
	Iteration 149Q: 3 clusters Score -1168288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1168286.125000 Penalty: 911.737244
	Iteration 150Q: 3 clusters Score -1168286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1168288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1168286.625000 Penalty: 911.737244
	Iteration 152Q: 3 clusters Score -1168287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1168287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1168294.125000 Penalty: 911.737244
	Iteration 154Q: 3 clusters Score -1168294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1168293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1168297.000000 Penalty: 911.737244
	Iteration 156Q: 3 clusters Score -1168297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1168299.250000 Penalty: 911.737244
	Iteration 157Q: 3 clusters Score -1168299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1168299 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1168299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
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Entering Unmasked Estep 
Score: -1168295.750000 Penalty: 911.737244
	Iteration 160F: 3 clusters Score -1168296 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1168292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1168293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1168303.000000 Penalty: 911.737244
	Iteration 163Q: 3 clusters Score -1168303 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10821 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1168298 nChanged 20
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Mstep: Class 1 contains 10801 members 
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Entering Unmasked Estep 
Score: -1168302.125000 Penalty: 911.737244
	Iteration 165Q: 3 clusters Score -1168302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1168301.875000 Penalty: 911.737244
	Iteration 166Q: 3 clusters Score -1168302 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1168300.750000 Penalty: 911.737244
	Iteration 167Q: 3 clusters Score -1168301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1168302.250000 Penalty: 911.737244
	Iteration 168Q: 3 clusters Score -1168302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1168304.875000 Penalty: 911.737244
	Iteration 169Q: 3 clusters Score -1168305 nChanged 31
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Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1168308.500000 Penalty: 911.737244
	Iteration 170Q: 3 clusters Score -1168308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1168309.000000 Penalty: 911.737244
	Iteration 171Q: 3 clusters Score -1168309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1168305.000000 Penalty: 911.737244
	Iteration 172Q: 3 clusters Score -1168305 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1168309.625000 Penalty: 911.737244
	Iteration 173Q: 3 clusters Score -1168310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1168311.750000 Penalty: 911.737244
	Iteration 174Q: 3 clusters Score -1168312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1168311.625000 Penalty: 911.737244
	Iteration 175Q: 3 clusters Score -1168312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1168312.500000 Penalty: 911.737244
	Iteration 176Q: 3 clusters Score -1168312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1168314.500000 Penalty: 911.737244
	Iteration 177Q: 3 clusters Score -1168314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1168312.500000 Penalty: 911.737244
	Iteration 178Q: 3 clusters Score -1168312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1168313.375000 Penalty: 911.737244
	Iteration 179Q: 3 clusters Score -1168313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1168317.875000 Penalty: 911.737244
	Iteration 180F: 3 clusters Score -1168318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1168318.000000 Penalty: 911.737244
	Iteration 181Q: 3 clusters Score -1168318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1168315.125000 Penalty: 911.737244
	Iteration 182Q: 3 clusters Score -1168315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1168318.375000 Penalty: 911.737244
	Iteration 183Q: 3 clusters Score -1168318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1168321.875000 Penalty: 911.737244
	Iteration 184Q: 3 clusters Score -1168322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1168323.000000 Penalty: 911.737244
	Iteration 185Q: 3 clusters Score -1168323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1168324.250000 Penalty: 911.737244
	Iteration 186Q: 3 clusters Score -1168324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1168323.375000 Penalty: 911.737244
	Iteration 187Q: 3 clusters Score -1168323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1168325.625000 Penalty: 911.737244
	Iteration 188Q: 3 clusters Score -1168326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1168325.625000 Penalty: 911.737244
	Iteration 189Q: 3 clusters Score -1168326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1168326.000000 Penalty: 911.737244
	Iteration 190Q: 3 clusters Score -1168326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1168324.000000 Penalty: 911.737244
	Iteration 191Q: 3 clusters Score -1168324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1168323.500000 Penalty: 911.737244
	Iteration 192Q: 3 clusters Score -1168324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1168325.750000 Penalty: 911.737244
	Iteration 193Q: 3 clusters Score -1168326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1168323.750000 Penalty: 911.737244
	Iteration 194Q: 3 clusters Score -1168324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1168323.125000 Penalty: 911.737244
	Iteration 195Q: 3 clusters Score -1168323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1168325.500000 Penalty: 911.737244
	Iteration 196Q: 3 clusters Score -1168326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1168325.500000 Penalty: 911.737244
	Iteration 197Q: 3 clusters Score -1168326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1168327.375000 Penalty: 911.737244
	Iteration 198Q: 3 clusters Score -1168327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1168325.125000 Penalty: 911.737244
	Iteration 199Q: 3 clusters Score -1168325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1168325.875000 Penalty: 911.737244
	Iteration 200F: 3 clusters Score -1168326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1168330.000000 Penalty: 911.737244
	Iteration 201Q: 3 clusters Score -1168330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1168330.250000 Penalty: 911.737244
	Iteration 202Q: 3 clusters Score -1168330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1168330.750000 Penalty: 911.737244
	Iteration 203Q: 3 clusters Score -1168331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1168331.875000 Penalty: 911.737244
	Iteration 204Q: 3 clusters Score -1168332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1168328.750000 Penalty: 911.737244
	Iteration 205Q: 3 clusters Score -1168329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1168327.750000 Penalty: 911.737244
	Iteration 206Q: 3 clusters Score -1168328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1168330.125000 Penalty: 911.737244
	Iteration 207Q: 3 clusters Score -1168330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1168329.625000 Penalty: 911.737244
	Iteration 208Q: 3 clusters Score -1168330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1168330.625000 Penalty: 911.737244
	Iteration 209Q: 3 clusters Score -1168331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -1168329.875000 Penalty: 911.737244
	Iteration 210Q: 3 clusters Score -1168330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1168330.000000 Penalty: 911.737244
	Iteration 211Q: 3 clusters Score -1168330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1168332.625000 Penalty: 911.737244
	Iteration 212Q: 3 clusters Score -1168333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1168334.750000 Penalty: 911.737244
	Iteration 213Q: 3 clusters Score -1168335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1168332.875000 Penalty: 911.737244
	Iteration 214Q: 3 clusters Score -1168333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1168333.375000 Penalty: 911.737244
	Iteration 215Q: 3 clusters Score -1168333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1168334.000000 Penalty: 911.737244
	Iteration 216Q: 3 clusters Score -1168334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1168333.375000 Penalty: 911.737244
	Iteration 217Q: 3 clusters Score -1168333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1168331.000000 Penalty: 911.737244
	Iteration 218Q: 3 clusters Score -1168331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1168333.125000 Penalty: 911.737244
	Iteration 219Q: 3 clusters Score -1168333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1168333.750000 Penalty: 911.737244
	Iteration 220F: 3 clusters Score -1168334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1168334.000000 Penalty: 911.737244
	Iteration 221Q: 3 clusters Score -1168334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1168333.250000 Penalty: 911.737244
	Iteration 222Q: 3 clusters Score -1168333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1168334.500000 Penalty: 911.737244
	Iteration 223Q: 3 clusters Score -1168334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1168341.000000 Penalty: 911.737244
	Iteration 224Q: 3 clusters Score -1168341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1168338.500000 Penalty: 911.737244
	Iteration 225Q: 3 clusters Score -1168338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1168339.500000 Penalty: 911.737244
	Iteration 226Q: 3 clusters Score -1168340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1168341.625000 Penalty: 911.737244
	Iteration 227Q: 3 clusters Score -1168342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1168340.125000 Penalty: 911.737244
	Iteration 228Q: 3 clusters Score -1168340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1168336.875000 Penalty: 911.737244
	Iteration 229Q: 3 clusters Score -1168337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1168338.125000 Penalty: 911.737244
	Iteration 230Q: 3 clusters Score -1168338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1168340.000000 Penalty: 911.737244
	Iteration 231Q: 3 clusters Score -1168340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1168338.625000 Penalty: 911.737244
	Iteration 232Q: 3 clusters Score -1168339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1168338.000000 Penalty: 911.737244
	Iteration 233Q: 3 clusters Score -1168338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1168338.875000 Penalty: 911.737244
	Iteration 234Q: 3 clusters Score -1168339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1168339.125000 Penalty: 911.737244
	Iteration 235Q: 3 clusters Score -1168339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1168337.750000 Penalty: 911.737244
	Iteration 236Q: 3 clusters Score -1168338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1168337.500000 Penalty: 911.737244
	Iteration 237Q: 3 clusters Score -1168338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1168338.500000 Penalty: 911.737244
	Iteration 238Q: 3 clusters Score -1168338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1168339.500000 Penalty: 911.737244
	Iteration 239Q: 3 clusters Score -1168340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1168339.625000 Penalty: 911.737244
	Iteration 240F: 3 clusters Score -1168340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1168338.000000 Penalty: 911.737244
	Iteration 241Q: 3 clusters Score -1168338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1168337.500000 Penalty: 911.737244
	Iteration 242Q: 3 clusters Score -1168338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1168336.875000 Penalty: 911.737244
	Iteration 243Q: 3 clusters Score -1168337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1168337.125000 Penalty: 911.737244
	Iteration 244Q: 3 clusters Score -1168337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1168337.875000 Penalty: 911.737244
	Iteration 245Q: 3 clusters Score -1168338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1168337.125000 Penalty: 911.737244
	Iteration 246Q: 3 clusters Score -1168337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1168337.000000 Penalty: 911.737244
	Iteration 247Q: 3 clusters Score -1168337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1168336.375000 Penalty: 911.737244
	Iteration 248Q: 3 clusters Score -1168336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1168336.375000 Penalty: 911.737244
	Iteration 249F: 3 clusters Score -1168336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -13093.462891 Penalty: 257.822418
	Iteration 0F: 2 clusters Score -13093.46 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 168 members 
Entering Unmasked Estep 
Score: -12750.191406 Penalty: 515.644836
	Iteration 0F: 3 clusters Score -12750.19 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12829.569336 Penalty: 515.644836
	Iteration 1F: 3 clusters Score -12829.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12836.774414 Penalty: 515.644836
	Iteration 2Q: 3 clusters Score -12836.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -12840.533203 Penalty: 515.644836
	Iteration 3Q: 3 clusters Score -12840.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12840.772461 Penalty: 515.644836
	Iteration 4Q: 3 clusters Score -12840.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -12840.772461 Penalty: 515.644836
	Iteration 5F: 3 clusters Score -12840.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -38104.574219 Penalty: 299.670807
	Iteration 0F: 2 clusters Score -38104.57 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 367 members 
Entering Unmasked Estep 
Score: -37452.960938 Penalty: 599.341614
	Iteration 0F: 3 clusters Score -37452.96 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -37667.207031 Penalty: 599.341614
	Iteration 1F: 3 clusters Score -37667.21 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -37729.121094 Penalty: 599.341614
	Iteration 2F: 3 clusters Score -37729.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -37776.519531 Penalty: 599.341614
	Iteration 3F: 3 clusters Score -37776.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -37813.179688 Penalty: 599.341614
	Iteration 4F: 3 clusters Score -37813.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -37843.058594 Penalty: 599.341614
	Iteration 5Q: 3 clusters Score -37843.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37873.113281 Penalty: 599.341614
	Iteration 6Q: 3 clusters Score -37873.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -37899.554688 Penalty: 599.341614
	Iteration 7Q: 3 clusters Score -37899.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -37915.003906 Penalty: 599.341614
	Iteration 8Q: 3 clusters Score -37915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -37925.796875 Penalty: 599.341614
	Iteration 9Q: 3 clusters Score -37925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -37934.613281 Penalty: 599.341614
	Iteration 10Q: 3 clusters Score -37934.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -37937.488281 Penalty: 599.341614
	Iteration 11Q: 3 clusters Score -37937.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -37939.140625 Penalty: 599.341614
	Iteration 12Q: 3 clusters Score -37939.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -37939.570312 Penalty: 599.341614
	Iteration 13Q: 3 clusters Score -37939.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -37940.332031 Penalty: 599.341614
	Iteration 14Q: 3 clusters Score -37940.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -37940.332031 Penalty: 599.341614
	Iteration 15F: 3 clusters Score -37940.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (86457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86457 members 
Entering Unmasked Estep 
Score: -4730337.500000 Penalty: 517.216797
	Iteration 0F: 2 clusters Score -4730338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -4672862.000000 Penalty: 1034.433594
	Iteration 0F: 3 clusters Score -4672862 nChanged 42035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -4698497.000000 Penalty: 1034.433594
	Iteration 1F: 3 clusters Score -4698497 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -4699812.500000 Penalty: 1034.433594
	Iteration 2Q: 3 clusters Score -4699812 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -4702151.000000 Penalty: 1034.433594
	Iteration 3F: 3 clusters Score -4702151 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -4706238.500000 Penalty: 1034.433594
	Iteration 4F: 3 clusters Score -4706238 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -4712245.000000 Penalty: 1034.433594
	Iteration 5F: 3 clusters Score -4712245 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -4717944.000000 Penalty: 1034.433594
	Iteration 6F: 3 clusters Score -4717944 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -4720778.000000 Penalty: 1034.433594
	Iteration 7F: 3 clusters Score -4720778 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -4721775.500000 Penalty: 1034.433594
	Iteration 8Q: 3 clusters Score -4721776 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -4722412.000000 Penalty: 1034.433594
	Iteration 9Q: 3 clusters Score -4722412 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -4723018.000000 Penalty: 1034.433594
	Iteration 10Q: 3 clusters Score -4723018 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -4723588.000000 Penalty: 1034.433594
	Iteration 11Q: 3 clusters Score -4723588 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -4724122.500000 Penalty: 1034.433594
	Iteration 12Q: 3 clusters Score -4724122 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -4724547.000000 Penalty: 1034.433594
	Iteration 13Q: 3 clusters Score -4724547 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -4724967.500000 Penalty: 1034.433594
	Iteration 14Q: 3 clusters Score -4724968 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -4725212.500000 Penalty: 1034.433594
	Iteration 15Q: 3 clusters Score -4725212 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -4725397.500000 Penalty: 1034.433594
	Iteration 16Q: 3 clusters Score -4725398 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -4725504.500000 Penalty: 1034.433594
	Iteration 17Q: 3 clusters Score -4725504 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -4725598.000000 Penalty: 1034.433594
	Iteration 18Q: 3 clusters Score -4725598 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -4725646.000000 Penalty: 1034.433594
	Iteration 19Q: 3 clusters Score -4725646 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -4725672.500000 Penalty: 1034.433594
	Iteration 20F: 3 clusters Score -4725672 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -4725712.500000 Penalty: 1034.433594
	Iteration 21Q: 3 clusters Score -4725712 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -4725746.500000 Penalty: 1034.433594
	Iteration 22Q: 3 clusters Score -4725746 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -4725770.500000 Penalty: 1034.433594
	Iteration 23Q: 3 clusters Score -4725770 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -4725783.000000 Penalty: 1034.433594
	Iteration 24Q: 3 clusters Score -4725783 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -4725792.500000 Penalty: 1034.433594
	Iteration 25Q: 3 clusters Score -4725792 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -4725796.000000 Penalty: 1034.433594
	Iteration 26Q: 3 clusters Score -4725796 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -4725806.500000 Penalty: 1034.433594
	Iteration 27Q: 3 clusters Score -4725806 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -4725810.000000 Penalty: 1034.433594
	Iteration 28Q: 3 clusters Score -4725810 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -4725823.500000 Penalty: 1034.433594
	Iteration 29Q: 3 clusters Score -4725824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -4725834.500000 Penalty: 1034.433594
	Iteration 30Q: 3 clusters Score -4725834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -4725833.500000 Penalty: 1034.433594
	Iteration 31Q: 3 clusters Score -4725834 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -4725825.000000 Penalty: 1034.433594
	Iteration 32Q: 3 clusters Score -4725825 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -4725823.000000 Penalty: 1034.433594
	Iteration 33Q: 3 clusters Score -4725823 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -4725820.500000 Penalty: 1034.433594
	Iteration 34Q: 3 clusters Score -4725820 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -4725836.000000 Penalty: 1034.433594
	Iteration 35Q: 3 clusters Score -4725836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -4725848.000000 Penalty: 1034.433594
	Iteration 36Q: 3 clusters Score -4725848 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -4725840.500000 Penalty: 1034.433594
	Iteration 37Q: 3 clusters Score -4725840 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -4725850.000000 Penalty: 1034.433594
	Iteration 38Q: 3 clusters Score -4725850 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -4725858.000000 Penalty: 1034.433594
	Iteration 39Q: 3 clusters Score -4725858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -4725860.500000 Penalty: 1034.433594
	Iteration 40F: 3 clusters Score -4725860 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -4725867.500000 Penalty: 1034.433594
	Iteration 41Q: 3 clusters Score -4725868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -4725875.000000 Penalty: 1034.433594
	Iteration 42Q: 3 clusters Score -4725875 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -4725862.500000 Penalty: 1034.433594
	Iteration 43Q: 3 clusters Score -4725862 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -4725880.000000 Penalty: 1034.433594
	Iteration 44Q: 3 clusters Score -4725880 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -4725867.000000 Penalty: 1034.433594
	Iteration 45Q: 3 clusters Score -4725867 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -4725868.500000 Penalty: 1034.433594
	Iteration 46Q: 3 clusters Score -4725868 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -4725868.500000 Penalty: 1034.433594
	Iteration 47Q: 3 clusters Score -4725868 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -4725875.500000 Penalty: 1034.433594
	Iteration 48Q: 3 clusters Score -4725876 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -4725884.500000 Penalty: 1034.433594
	Iteration 49Q: 3 clusters Score -4725884 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -4725896.500000 Penalty: 1034.433594
	Iteration 50Q: 3 clusters Score -4725896 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -4725887.000000 Penalty: 1034.433594
	Iteration 51Q: 3 clusters Score -4725887 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -4725900.500000 Penalty: 1034.433594
	Iteration 52Q: 3 clusters Score -4725900 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -4725901.500000 Penalty: 1034.433594
	Iteration 53Q: 3 clusters Score -4725902 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -4725903.500000 Penalty: 1034.433594
	Iteration 54Q: 3 clusters Score -4725904 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -4725916.000000 Penalty: 1034.433594
	Iteration 55Q: 3 clusters Score -4725916 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -4725936.500000 Penalty: 1034.433594
	Iteration 56Q: 3 clusters Score -4725936 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -4725950.000000 Penalty: 1034.433594
	Iteration 57Q: 3 clusters Score -4725950 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -4725960.500000 Penalty: 1034.433594
	Iteration 58Q: 3 clusters Score -4725960 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -4725959.000000 Penalty: 1034.433594
	Iteration 59Q: 3 clusters Score -4725959 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -4725978.500000 Penalty: 1034.433594
	Iteration 60F: 3 clusters Score -4725978 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -4726005.000000 Penalty: 1034.433594
	Iteration 61Q: 3 clusters Score -4726005 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -4726032.500000 Penalty: 1034.433594
	Iteration 62Q: 3 clusters Score -4726032 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -4726031.500000 Penalty: 1034.433594
	Iteration 63Q: 3 clusters Score -4726032 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -4726031.500000 Penalty: 1034.433594
	Iteration 64Q: 3 clusters Score -4726032 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -4726088.500000 Penalty: 1034.433594
	Iteration 65Q: 3 clusters Score -4726088 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -4726120.000000 Penalty: 1034.433594
	Iteration 66Q: 3 clusters Score -4726120 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -4726146.500000 Penalty: 1034.433594
	Iteration 67Q: 3 clusters Score -4726146 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -4726177.500000 Penalty: 1034.433594
	Iteration 68Q: 3 clusters Score -4726178 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -4726214.000000 Penalty: 1034.433594
	Iteration 69Q: 3 clusters Score -4726214 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -4726260.500000 Penalty: 1034.433594
	Iteration 70Q: 3 clusters Score -4726260 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -4726283.500000 Penalty: 1034.433594
	Iteration 71Q: 3 clusters Score -4726284 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4726312.500000 Penalty: 1034.433594
	Iteration 72Q: 3 clusters Score -4726312 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4726319.500000 Penalty: 1034.433594
	Iteration 73Q: 3 clusters Score -4726320 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4726366.500000 Penalty: 1034.433594
	Iteration 74Q: 3 clusters Score -4726366 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4726398.500000 Penalty: 1034.433594
	Iteration 75Q: 3 clusters Score -4726398 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4726428.000000 Penalty: 1034.433594
	Iteration 76Q: 3 clusters Score -4726428 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4726424.500000 Penalty: 1034.433594
	Iteration 77Q: 3 clusters Score -4726424 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -4726472.000000 Penalty: 1034.433594
	Iteration 78Q: 3 clusters Score -4726472 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -4726507.000000 Penalty: 1034.433594
	Iteration 79Q: 3 clusters Score -4726507 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4726558.000000 Penalty: 1034.433594
	Iteration 80F: 3 clusters Score -4726558 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -4726591.000000 Penalty: 1034.433594
	Iteration 81Q: 3 clusters Score -4726591 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4726646.000000 Penalty: 1034.433594
	Iteration 82Q: 3 clusters Score -4726646 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -4726657.500000 Penalty: 1034.433594
	Iteration 83Q: 3 clusters Score -4726658 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4726718 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4726748 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4726796 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4726842 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4726872 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4726923 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4726970 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4726992 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -4727049.000000 Penalty: 1034.433594
	Iteration 92Q: 3 clusters Score -4727049 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4727045 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -4727091.500000 Penalty: 1034.433594
	Iteration 94Q: 3 clusters Score -4727092 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4727144 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4727192 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4727218 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -4727240.500000 Penalty: 1034.433594
	Iteration 98Q: 3 clusters Score -4727240 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -4727282.500000 Penalty: 1034.433594
	Iteration 99Q: 3 clusters Score -4727282 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -4727328.000000 Penalty: 1034.433594
	Iteration 100F: 3 clusters Score -4727328 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4727369.500000 Penalty: 1034.433594
	Iteration 101Q: 3 clusters Score -4727370 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4727406 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -4727462.500000 Penalty: 1034.433594
	Iteration 103Q: 3 clusters Score -4727462 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62126 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4727510.500000 Penalty: 1034.433594
	Iteration 104Q: 3 clusters Score -4727510 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4727544 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4727575 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -4727630.500000 Penalty: 1034.433594
	Iteration 107Q: 3 clusters Score -4727630 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63736 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -4727683.500000 Penalty: 1034.433594
	Iteration 108Q: 3 clusters Score -4727684 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4727706 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4727744 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4727774 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -4727826.500000 Penalty: 1034.433594
	Iteration 112Q: 3 clusters Score -4727826 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4727870 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4727905.500000 Penalty: 1034.433594
	Iteration 114Q: 3 clusters Score -4727906 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4727955 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4728003.500000 Penalty: 1034.433594
	Iteration 116Q: 3 clusters Score -4728004 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -4728059.000000 Penalty: 1034.433594
	Iteration 117Q: 3 clusters Score -4728059 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -4728139.500000 Penalty: 1034.433594
	Iteration 118Q: 3 clusters Score -4728140 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -4728185.500000 Penalty: 1034.433594
	Iteration 119Q: 3 clusters Score -4728186 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68362 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4728200.000000 Penalty: 1034.433594
	Iteration 120F: 3 clusters Score -4728200 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -4728223.500000 Penalty: 1034.433594
	Iteration 121Q: 3 clusters Score -4728224 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4728282 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4728342.000000 Penalty: 1034.433594
	Iteration 123Q: 3 clusters Score -4728342 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69847 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4728404.500000 Penalty: 1034.433594
	Iteration 124Q: 3 clusters Score -4728404 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4728478.500000 Penalty: 1034.433594
	Iteration 125Q: 3 clusters Score -4728478 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4728560.000000 Penalty: 1034.433594
	Iteration 126Q: 3 clusters Score -4728560 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -4728597.500000 Penalty: 1034.433594
	Iteration 127Q: 3 clusters Score -4728598 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71330 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4728654.000000 Penalty: 1034.433594
	Iteration 128Q: 3 clusters Score -4728654 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4728695 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71973 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4728744 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4728768 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72533 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4728828 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4728846 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4728886 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4728929 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4728986 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -4729026.000000 Penalty: 1034.433594
	Iteration 137Q: 3 clusters Score -4729026 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -4729055.500000 Penalty: 1034.433594
	Iteration 138Q: 3 clusters Score -4729056 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -4729087.500000 Penalty: 1034.433594
	Iteration 139Q: 3 clusters Score -4729088 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -4729121.000000 Penalty: 1034.433594
	Iteration 140F: 3 clusters Score -4729121 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4729136.000000 Penalty: 1034.433594
	Iteration 141Q: 3 clusters Score -4729136 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -4729163.500000 Penalty: 1034.433594
	Iteration 142Q: 3 clusters Score -4729164 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75575 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4729192.000000 Penalty: 1034.433594
	Iteration 143Q: 3 clusters Score -4729192 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4729239 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -4729253.000000 Penalty: 1034.433594
	Iteration 145Q: 3 clusters Score -4729253 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4729292 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -4729312.000000 Penalty: 1034.433594
	Iteration 147Q: 3 clusters Score -4729312 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4729362 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76966 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -4729396.000000 Penalty: 1034.433594
	Iteration 149Q: 3 clusters Score -4729396 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -4729433.000000 Penalty: 1034.433594
	Iteration 150Q: 3 clusters Score -4729433 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -4729457.000000 Penalty: 1034.433594
	Iteration 151Q: 3 clusters Score -4729457 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4729454 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4729476 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -4729500.000000 Penalty: 1034.433594
	Iteration 154Q: 3 clusters Score -4729500 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -4729517.000000 Penalty: 1034.433594
	Iteration 155Q: 3 clusters Score -4729517 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -4729541.500000 Penalty: 1034.433594
	Iteration 156Q: 3 clusters Score -4729542 nChanged 234
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Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -4729554.000000 Penalty: 1034.433594
	Iteration 157Q: 3 clusters Score -4729554 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78953 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4729558 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4729569.500000 Penalty: 1034.433594
	Iteration 159Q: 3 clusters Score -4729570 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -4729576.000000 Penalty: 1034.433594
	Iteration 160F: 3 clusters Score -4729576 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -4729593.500000 Penalty: 1034.433594
	Iteration 161Q: 3 clusters Score -4729594 nChanged 188
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Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -4729602.500000 Penalty: 1034.433594
	Iteration 162Q: 3 clusters Score -4729602 nChanged 172
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Mstep: Class 1 contains 79875 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4729604 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -4729614.500000 Penalty: 1034.433594
	Iteration 164Q: 3 clusters Score -4729614 nChanged 152
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Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4729612.500000 Penalty: 1034.433594
	Iteration 165Q: 3 clusters Score -4729612 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80338 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -4729609.500000 Penalty: 1034.433594
	Iteration 166Q: 3 clusters Score -4729610 nChanged 165
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Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -4729616.500000 Penalty: 1034.433594
	Iteration 167Q: 3 clusters Score -4729616 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 80664 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -4729644.000000 Penalty: 1034.433594
	Iteration 168Q: 3 clusters Score -4729644 nChanged 138
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Mstep: Class 1 contains 80802 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -4729653.500000 Penalty: 1034.433594
	Iteration 169Q: 3 clusters Score -4729654 nChanged 129
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Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4729646 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4729660 nChanged 142
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Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4729684.000000 Penalty: 1034.433594
	Iteration 172Q: 3 clusters Score -4729684 nChanged 147
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Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4729682 nChanged 144
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Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4729693 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 81625 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4729688 nChanged 124
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Mstep: Class 1 contains 81749 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -4729700.500000 Penalty: 1034.433594
	Iteration 176Q: 3 clusters Score -4729700 nChanged 133
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Mstep: Class 1 contains 81882 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -4729708.500000 Penalty: 1034.433594
	Iteration 177Q: 3 clusters Score -4729708 nChanged 123
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4729723 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4729720 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4729721 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4729730 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4729728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4729736 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82645 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4729742 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4729748 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82862 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4729750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -4729752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4729752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4729758 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4729747 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83283 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4729746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83372 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4729754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4729759 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4729756 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4729760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4729766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4729780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4729781 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4729778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4729788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4729788 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84083 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -4729788 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4729790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84219 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4729804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4729800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4729798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -4729794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4729805 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4729813.500000 Penalty: 1034.433594
	Iteration 209Q: 3 clusters Score -4729814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84534 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4729828 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4729833.000000 Penalty: 1034.433594
	Iteration 211Q: 3 clusters Score -4729833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4729833 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4729836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84707 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4729828 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4729835 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4729840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4729844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4729843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84916 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4729840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4729845.000000 Penalty: 1034.433594
	Iteration 220F: 3 clusters Score -4729845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85017 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4729856.000000 Penalty: 1034.433594
	Iteration 221Q: 3 clusters Score -4729856 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4729859 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4729862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4729870.000000 Penalty: 1034.433594
	Iteration 224Q: 3 clusters Score -4729870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4729869.000000 Penalty: 1034.433594
	Iteration 225Q: 3 clusters Score -4729869 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85201 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4729868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4729870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4729884 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85310 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4729888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4729898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4729909.000000 Penalty: 1034.433594
	Iteration 231Q: 3 clusters Score -4729909 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4729910 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85436 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4729918.500000 Penalty: 1034.433594
	Iteration 233Q: 3 clusters Score -4729918 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4729923.000000 Penalty: 1034.433594
	Iteration 234Q: 3 clusters Score -4729923 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85473 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4729924.500000 Penalty: 1034.433594
	Iteration 235Q: 3 clusters Score -4729924 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -4729924 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85511 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4729925.500000 Penalty: 1034.433594
	Iteration 237Q: 3 clusters Score -4729926 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85529 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4729921.000000 Penalty: 1034.433594
	Iteration 238Q: 3 clusters Score -4729921 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85545 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -4729924 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85563 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4729917.500000 Penalty: 1034.433594
	Iteration 240F: 3 clusters Score -4729918 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4729916.000000 Penalty: 1034.433594
	Iteration 241Q: 3 clusters Score -4729916 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4729927.000000 Penalty: 1034.433594
	Iteration 242Q: 3 clusters Score -4729927 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4729932.500000 Penalty: 1034.433594
	Iteration 243Q: 3 clusters Score -4729932 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -4729935 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -4729936 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85665 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4729943.500000 Penalty: 1034.433594
	Iteration 246Q: 3 clusters Score -4729944 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85678 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4729941.000000 Penalty: 1034.433594
	Iteration 247Q: 3 clusters Score -4729941 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85691 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -4729939 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -4729937 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4729934.000000 Penalty: 1034.433594
	Iteration 250Q: 3 clusters Score -4729934 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85720 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -4729934 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85730 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -4729932 nChanged 13
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Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -4729930 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85756 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -4729926 nChanged 16
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Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -4729932 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85785 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -4729934 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -4729930 nChanged 4
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Mstep: Class 1 contains 85796 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -4729934 nChanged 3
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Mstep: Class 2 contains 658 members 
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	Iteration 259Q: 3 clusters Score -4729930 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -4729930 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -4729932 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -4729932 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -4729934 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4729931.000000 Penalty: 1034.433594
	Iteration 264Q: 3 clusters Score -4729931 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -4729936 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4729939.000000 Penalty: 1034.433594
	Iteration 266Q: 3 clusters Score -4729939 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85866 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4729938.500000 Penalty: 1034.433594
	Iteration 267Q: 3 clusters Score -4729938 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85880 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4729943.500000 Penalty: 1034.433594
	Iteration 268Q: 3 clusters Score -4729944 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -4729943 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4729949.000000 Penalty: 1034.433594
	Iteration 270Q: 3 clusters Score -4729949 nChanged 21
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Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -4729944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85955 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4729954.500000 Penalty: 1034.433594
	Iteration 272Q: 3 clusters Score -4729954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4729952.500000 Penalty: 1034.433594
	Iteration 273Q: 3 clusters Score -4729952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4729955.000000 Penalty: 1034.433594
	Iteration 274Q: 3 clusters Score -4729955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4729957.500000 Penalty: 1034.433594
	Iteration 275Q: 3 clusters Score -4729958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4729960.500000 Penalty: 1034.433594
	Iteration 276Q: 3 clusters Score -4729960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86016 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4729961.000000 Penalty: 1034.433594
	Iteration 277Q: 3 clusters Score -4729961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4729957.000000 Penalty: 1034.433594
	Iteration 278Q: 3 clusters Score -4729957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86031 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4729962.000000 Penalty: 1034.433594
	Iteration 279Q: 3 clusters Score -4729962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4729959.000000 Penalty: 1034.433594
	Iteration 280F: 3 clusters Score -4729959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86040 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4729959.000000 Penalty: 1034.433594
	Iteration 281Q: 3 clusters Score -4729959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4729961.000000 Penalty: 1034.433594
	Iteration 282Q: 3 clusters Score -4729961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86050 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4729959.500000 Penalty: 1034.433594
	Iteration 283Q: 3 clusters Score -4729960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4729963.000000 Penalty: 1034.433594
	Iteration 284Q: 3 clusters Score -4729963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4729959.500000 Penalty: 1034.433594
	Iteration 285Q: 3 clusters Score -4729960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4729962.500000 Penalty: 1034.433594
	Iteration 286Q: 3 clusters Score -4729962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4729966.500000 Penalty: 1034.433594
	Iteration 287Q: 3 clusters Score -4729966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86083 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4729965.000000 Penalty: 1034.433594
	Iteration 288Q: 3 clusters Score -4729965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4729967.000000 Penalty: 1034.433594
	Iteration 289Q: 3 clusters Score -4729967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4729970.000000 Penalty: 1034.433594
	Iteration 290Q: 3 clusters Score -4729970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86110 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4729969.500000 Penalty: 1034.433594
	Iteration 291Q: 3 clusters Score -4729970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4729973.000000 Penalty: 1034.433594
	Iteration 292Q: 3 clusters Score -4729973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4729972.500000 Penalty: 1034.433594
	Iteration 293Q: 3 clusters Score -4729972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4729973.000000 Penalty: 1034.433594
	Iteration 294Q: 3 clusters Score -4729973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4729969.500000 Penalty: 1034.433594
	Iteration 295Q: 3 clusters Score -4729970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4729969.500000 Penalty: 1034.433594
	Iteration 296Q: 3 clusters Score -4729970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4729971.500000 Penalty: 1034.433594
	Iteration 297Q: 3 clusters Score -4729972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86133 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4729971.500000 Penalty: 1034.433594
	Iteration 298Q: 3 clusters Score -4729972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4729968.500000 Penalty: 1034.433594
	Iteration 299Q: 3 clusters Score -4729968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86132 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4729968.500000 Penalty: 1034.433594
	Iteration 300F: 3 clusters Score -4729968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Entering Unmasked Estep 
Score: -413044.000000 Penalty: 410.151794
	Iteration 0F: 2 clusters Score -413044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -407549.093750 Penalty: 820.303589
	Iteration 0F: 3 clusters Score -407549.1 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -409781.125000 Penalty: 820.303589
	Iteration 1F: 3 clusters Score -409781.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -410141.656250 Penalty: 820.303589
	Iteration 2F: 3 clusters Score -410141.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -410712.687500 Penalty: 820.303589
	Iteration 3F: 3 clusters Score -410712.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -411412.031250 Penalty: 820.303589
	Iteration 4F: 3 clusters Score -411412 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -412049.812500 Penalty: 820.303589
	Iteration 5F: 3 clusters Score -412049.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -412436.656250 Penalty: 820.303589
	Iteration 6Q: 3 clusters Score -412436.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -412580.437500 Penalty: 820.303589
	Iteration 7Q: 3 clusters Score -412580.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -412637.187500 Penalty: 820.303589
	Iteration 8Q: 3 clusters Score -412637.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -412659.093750 Penalty: 820.303589
	Iteration 9Q: 3 clusters Score -412659.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -412666.718750 Penalty: 820.303589
	Iteration 10Q: 3 clusters Score -412666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -412669.062500 Penalty: 820.303589
	Iteration 11Q: 3 clusters Score -412669.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -412669.062500 Penalty: 820.303589
	Iteration 12F: 3 clusters Score -412669.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (16566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Entering Unmasked Estep 
Score: -937199.250000 Penalty: 442.037415
	Iteration 0F: 2 clusters Score -937199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -926155.875000 Penalty: 884.074829
	Iteration 0F: 3 clusters Score -926155.9 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -931287.562500 Penalty: 884.074829
	Iteration 1F: 3 clusters Score -931287.6 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -932029.937500 Penalty: 884.074829
	Iteration 2F: 3 clusters Score -932029.9 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -933077.187500 Penalty: 884.074829
	Iteration 3F: 3 clusters Score -933077.2 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -934264.750000 Penalty: 884.074829
	Iteration 4F: 3 clusters Score -934264.8 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -935294.437500 Penalty: 884.074829
	Iteration 5F: 3 clusters Score -935294.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -935936.375000 Penalty: 884.074829
	Iteration 6Q: 3 clusters Score -935936.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -936332.625000 Penalty: 884.074829
	Iteration 7Q: 3 clusters Score -936332.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -936585.375000 Penalty: 884.074829
	Iteration 8Q: 3 clusters Score -936585.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -936701.500000 Penalty: 884.074829
	Iteration 9Q: 3 clusters Score -936701.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -936759.187500 Penalty: 884.074829
	Iteration 10Q: 3 clusters Score -936759.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -936797.625000 Penalty: 884.074829
	Iteration 11Q: 3 clusters Score -936797.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -936809.312500 Penalty: 884.074829
	Iteration 12Q: 3 clusters Score -936809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -936816.875000 Penalty: 884.074829
	Iteration 13Q: 3 clusters Score -936816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -936819.625000 Penalty: 884.074829
	Iteration 14Q: 3 clusters Score -936819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -936829.500000 Penalty: 884.074829
	Iteration 15Q: 3 clusters Score -936829.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -936834.812500 Penalty: 884.074829
	Iteration 16Q: 3 clusters Score -936834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -936838.687500 Penalty: 884.074829
	Iteration 17Q: 3 clusters Score -936838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -936839.937500 Penalty: 884.074829
	Iteration 18Q: 3 clusters Score -936839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -936840.625000 Penalty: 884.074829
	Iteration 19Q: 3 clusters Score -936840.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -936840.625000 Penalty: 884.074829
	Iteration 20F: 3 clusters Score -936840.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -403382.750000 Penalty: 405.737640
	Iteration 0F: 2 clusters Score -403382.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -398377.500000 Penalty: 811.475281
	Iteration 0F: 3 clusters Score -398377.5 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -400363.750000 Penalty: 811.475281
	Iteration 1F: 3 clusters Score -400363.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -400566.968750 Penalty: 811.475281
	Iteration 2F: 3 clusters Score -400567 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -400814.687500 Penalty: 811.475281
	Iteration 3F: 3 clusters Score -400814.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -401157.093750 Penalty: 811.475281
	Iteration 4F: 3 clusters Score -401157.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -401642.093750 Penalty: 811.475281
	Iteration 5F: 3 clusters Score -401642.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -402132.500000 Penalty: 811.475281
	Iteration 6F: 3 clusters Score -402132.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -402457.218750 Penalty: 811.475281
	Iteration 7F: 3 clusters Score -402457.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -402604.000000 Penalty: 811.475281
	Iteration 8Q: 3 clusters Score -402604 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -402683.468750 Penalty: 811.475281
	Iteration 9Q: 3 clusters Score -402683.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -402743.125000 Penalty: 811.475281
	Iteration 10Q: 3 clusters Score -402743.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -402788.093750 Penalty: 811.475281
	Iteration 11Q: 3 clusters Score -402788.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -402814.750000 Penalty: 811.475281
	Iteration 12Q: 3 clusters Score -402814.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -402840.562500 Penalty: 811.475281
	Iteration 13Q: 3 clusters Score -402840.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -402858.375000 Penalty: 811.475281
	Iteration 14Q: 3 clusters Score -402858.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -402881.218750 Penalty: 811.475281
	Iteration 15Q: 3 clusters Score -402881.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -402904.437500 Penalty: 811.475281
	Iteration 16Q: 3 clusters Score -402904.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -402940.750000 Penalty: 811.475281
	Iteration 17Q: 3 clusters Score -402940.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -402981.468750 Penalty: 811.475281
	Iteration 18Q: 3 clusters Score -402981.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -403019.718750 Penalty: 811.475281
	Iteration 19Q: 3 clusters Score -403019.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -403063.031250 Penalty: 811.475281
	Iteration 20F: 3 clusters Score -403063 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -403103.093750 Penalty: 811.475281
	Iteration 21Q: 3 clusters Score -403103.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -403131.250000 Penalty: 811.475281
	Iteration 22Q: 3 clusters Score -403131.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -403154.375000 Penalty: 811.475281
	Iteration 23Q: 3 clusters Score -403154.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -403176.906250 Penalty: 811.475281
	Iteration 24Q: 3 clusters Score -403176.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -403195.000000 Penalty: 811.475281
	Iteration 25Q: 3 clusters Score -403195 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -403214.250000 Penalty: 811.475281
	Iteration 26Q: 3 clusters Score -403214.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -403232.281250 Penalty: 811.475281
	Iteration 27Q: 3 clusters Score -403232.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -403243.250000 Penalty: 811.475281
	Iteration 28Q: 3 clusters Score -403243.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -403250.531250 Penalty: 811.475281
	Iteration 29Q: 3 clusters Score -403250.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -403254.468750 Penalty: 811.475281
	Iteration 30Q: 3 clusters Score -403254.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -403257.000000 Penalty: 811.475281
	Iteration 31Q: 3 clusters Score -403257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -403258.281250 Penalty: 811.475281
	Iteration 32Q: 3 clusters Score -403258.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -403258.062500 Penalty: 811.475281
	Iteration 33Q: 3 clusters Score -403258.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -403260.062500 Penalty: 811.475281
	Iteration 34Q: 3 clusters Score -403260.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -403261.937500 Penalty: 811.475281
	Iteration 35Q: 3 clusters Score -403261.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -403263.687500 Penalty: 811.475281
	Iteration 36Q: 3 clusters Score -403263.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -403264.406250 Penalty: 811.475281
	Iteration 37Q: 3 clusters Score -403264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -403265.468750 Penalty: 811.475281
	Iteration 38Q: 3 clusters Score -403265.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -403267.468750 Penalty: 811.475281
	Iteration 39Q: 3 clusters Score -403267.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -403269.500000 Penalty: 811.475281
	Iteration 40F: 3 clusters Score -403269.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -403271.593750 Penalty: 811.475281
	Iteration 41Q: 3 clusters Score -403271.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -403273.218750 Penalty: 811.475281
	Iteration 42Q: 3 clusters Score -403273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -403273.250000 Penalty: 811.475281
	Iteration 43Q: 3 clusters Score -403273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -403274.031250 Penalty: 811.475281
	Iteration 44Q: 3 clusters Score -403274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -403274.093750 Penalty: 811.475281
	Iteration 45Q: 3 clusters Score -403274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -403275.531250 Penalty: 811.475281
	Iteration 46Q: 3 clusters Score -403275.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -403275.562500 Penalty: 811.475281
	Iteration 47Q: 3 clusters Score -403275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -403276.125000 Penalty: 811.475281
	Iteration 48Q: 3 clusters Score -403276.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -403276.125000 Penalty: 811.475281
	Iteration 49F: 3 clusters Score -403276.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -89178.367188 Penalty: 337.962097
	Iteration 0F: 2 clusters Score -89178.37 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 842 members 
Entering Unmasked Estep 
Score: -87951.789062 Penalty: 675.924194
	Iteration 0F: 3 clusters Score -87951.79 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -88357.921875 Penalty: 675.924194
	Iteration 1F: 3 clusters Score -88357.92 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -88440.289062 Penalty: 675.924194
	Iteration 2F: 3 clusters Score -88440.29 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -88494.906250 Penalty: 675.924194
	Iteration 3F: 3 clusters Score -88494.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -88557.101562 Penalty: 675.924194
	Iteration 4Q: 3 clusters Score -88557.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -88624.632812 Penalty: 675.924194
	Iteration 5Q: 3 clusters Score -88624.63 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -88682.484375 Penalty: 675.924194
	Iteration 6Q: 3 clusters Score -88682.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -88728.632812 Penalty: 675.924194
	Iteration 7Q: 3 clusters Score -88728.63 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -88770.234375 Penalty: 675.924194
	Iteration 8Q: 3 clusters Score -88770.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -88802.476562 Penalty: 675.924194
	Iteration 9Q: 3 clusters Score -88802.48 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -88822.390625 Penalty: 675.924194
	Iteration 10Q: 3 clusters Score -88822.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -88836.937500 Penalty: 675.924194
	Iteration 11Q: 3 clusters Score -88836.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -88850.164062 Penalty: 675.924194
	Iteration 12Q: 3 clusters Score -88850.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -88860.015625 Penalty: 675.924194
	Iteration 13Q: 3 clusters Score -88860.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -88867.976562 Penalty: 675.924194
	Iteration 14Q: 3 clusters Score -88867.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -88874.570312 Penalty: 675.924194
	Iteration 15Q: 3 clusters Score -88874.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -88879.335938 Penalty: 675.924194
	Iteration 16Q: 3 clusters Score -88879.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -88884.710938 Penalty: 675.924194
	Iteration 17Q: 3 clusters Score -88884.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -88893.757812 Penalty: 675.924194
	Iteration 18Q: 3 clusters Score -88893.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -88901.226562 Penalty: 675.924194
	Iteration 19Q: 3 clusters Score -88901.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -88908.804688 Penalty: 675.924194
	Iteration 20F: 3 clusters Score -88908.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -88915.914062 Penalty: 675.924194
	Iteration 21Q: 3 clusters Score -88915.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -88922.742188 Penalty: 675.924194
	Iteration 22Q: 3 clusters Score -88922.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -88929.507812 Penalty: 675.924194
	Iteration 23Q: 3 clusters Score -88929.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -88934.023438 Penalty: 675.924194
	Iteration 24Q: 3 clusters Score -88934.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -88937.140625 Penalty: 675.924194
	Iteration 25Q: 3 clusters Score -88937.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -88939.460938 Penalty: 675.924194
	Iteration 26Q: 3 clusters Score -88939.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -88941.296875 Penalty: 675.924194
	Iteration 27Q: 3 clusters Score -88941.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -88943.867188 Penalty: 675.924194
	Iteration 28Q: 3 clusters Score -88943.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -88948.656250 Penalty: 675.924194
	Iteration 29Q: 3 clusters Score -88948.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -88951.312500 Penalty: 675.924194
	Iteration 30Q: 3 clusters Score -88951.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -88955.078125 Penalty: 675.924194
	Iteration 31Q: 3 clusters Score -88955.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -88958.140625 Penalty: 675.924194
	Iteration 32Q: 3 clusters Score -88958.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -88963.765625 Penalty: 675.924194
	Iteration 33Q: 3 clusters Score -88963.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88968.937500 Penalty: 675.924194
	Iteration 34Q: 3 clusters Score -88968.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -88972.921875 Penalty: 675.924194
	Iteration 35Q: 3 clusters Score -88972.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -88978.132812 Penalty: 675.924194
	Iteration 36Q: 3 clusters Score -88978.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -88978.968750 Penalty: 675.924194
	Iteration 37Q: 3 clusters Score -88978.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -88980.351562 Penalty: 675.924194
	Iteration 38Q: 3 clusters Score -88980.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -88983.117188 Penalty: 675.924194
	Iteration 39Q: 3 clusters Score -88983.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -88987.484375 Penalty: 675.924194
	Iteration 40F: 3 clusters Score -88987.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -88989.320312 Penalty: 675.924194
	Iteration 41Q: 3 clusters Score -88989.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -88990.640625 Penalty: 675.924194
	Iteration 42Q: 3 clusters Score -88990.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88991.773438 Penalty: 675.924194
	Iteration 43Q: 3 clusters Score -88991.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -88993.125000 Penalty: 675.924194
	Iteration 44Q: 3 clusters Score -88993.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88995.437500 Penalty: 675.924194
	Iteration 45Q: 3 clusters Score -88995.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -88995.984375 Penalty: 675.924194
	Iteration 46Q: 3 clusters Score -88995.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -88996.601562 Penalty: 675.924194
	Iteration 47Q: 3 clusters Score -88996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -88997.210938 Penalty: 675.924194
	Iteration 48Q: 3 clusters Score -88997.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88997.539062 Penalty: 675.924194
	Iteration 49Q: 3 clusters Score -88997.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88997.539062 Penalty: 675.924194
	Iteration 50F: 3 clusters Score -88997.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (85611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Entering Unmasked Estep 
Score: -4732405.000000 Penalty: 516.769348
	Iteration 0F: 2 clusters Score -4732405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -4675394.000000 Penalty: 1033.538696
	Iteration 0F: 3 clusters Score -4675394 nChanged 41804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -4700042.000000 Penalty: 1033.538696
	Iteration 1F: 3 clusters Score -4700042 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -4700978.500000 Penalty: 1033.538696
	Iteration 2Q: 3 clusters Score -4700978 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -4702372.500000 Penalty: 1033.538696
	Iteration 3Q: 3 clusters Score -4702372 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -4704842.000000 Penalty: 1033.538696
	Iteration 4Q: 3 clusters Score -4704842 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -4708779.000000 Penalty: 1033.538696
	Iteration 5F: 3 clusters Score -4708779 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -4713350.500000 Penalty: 1033.538696
	Iteration 6F: 3 clusters Score -4713350 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -4715988.000000 Penalty: 1033.538696
	Iteration 7F: 3 clusters Score -4715988 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -4716703.000000 Penalty: 1033.538696
	Iteration 8Q: 3 clusters Score -4716703 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -4716886.500000 Penalty: 1033.538696
	Iteration 9Q: 3 clusters Score -4716886 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -4716941.000000 Penalty: 1033.538696
	Iteration 10Q: 3 clusters Score -4716941 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -4716997.000000 Penalty: 1033.538696
	Iteration 11Q: 3 clusters Score -4716997 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -4717013.000000 Penalty: 1033.538696
	Iteration 12Q: 3 clusters Score -4717013 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -4717063.000000 Penalty: 1033.538696
	Iteration 13Q: 3 clusters Score -4717063 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -4717105.500000 Penalty: 1033.538696
	Iteration 14Q: 3 clusters Score -4717106 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -4717165.000000 Penalty: 1033.538696
	Iteration 15Q: 3 clusters Score -4717165 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -4717230.500000 Penalty: 1033.538696
	Iteration 16Q: 3 clusters Score -4717230 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -4717279.500000 Penalty: 1033.538696
	Iteration 17Q: 3 clusters Score -4717280 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -4717307.500000 Penalty: 1033.538696
	Iteration 18Q: 3 clusters Score -4717308 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -4717343.000000 Penalty: 1033.538696
	Iteration 19Q: 3 clusters Score -4717343 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -4717401.000000 Penalty: 1033.538696
	Iteration 20F: 3 clusters Score -4717401 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -4717451.000000 Penalty: 1033.538696
	Iteration 21Q: 3 clusters Score -4717451 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -4717497.500000 Penalty: 1033.538696
	Iteration 22Q: 3 clusters Score -4717498 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -4717570.000000 Penalty: 1033.538696
	Iteration 23Q: 3 clusters Score -4717570 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -4717632.000000 Penalty: 1033.538696
	Iteration 24Q: 3 clusters Score -4717632 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -4717671.500000 Penalty: 1033.538696
	Iteration 25Q: 3 clusters Score -4717672 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -4717770.500000 Penalty: 1033.538696
	Iteration 26Q: 3 clusters Score -4717770 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -4717876.500000 Penalty: 1033.538696
	Iteration 27Q: 3 clusters Score -4717876 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -4717955.500000 Penalty: 1033.538696
	Iteration 28Q: 3 clusters Score -4717956 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -4718070.500000 Penalty: 1033.538696
	Iteration 29Q: 3 clusters Score -4718070 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -4718227.000000 Penalty: 1033.538696
	Iteration 30Q: 3 clusters Score -4718227 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -4718380.000000 Penalty: 1033.538696
	Iteration 31Q: 3 clusters Score -4718380 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -4718501.500000 Penalty: 1033.538696
	Iteration 32Q: 3 clusters Score -4718502 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -4718653.000000 Penalty: 1033.538696
	Iteration 33Q: 3 clusters Score -4718653 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -4718841.000000 Penalty: 1033.538696
	Iteration 34Q: 3 clusters Score -4718841 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -4719102.000000 Penalty: 1033.538696
	Iteration 35Q: 3 clusters Score -4719102 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -4719414.000000 Penalty: 1033.538696
	Iteration 36Q: 3 clusters Score -4719414 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -4719718.000000 Penalty: 1033.538696
	Iteration 37Q: 3 clusters Score -4719718 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -4720144.000000 Penalty: 1033.538696
	Iteration 38Q: 3 clusters Score -4720144 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -4720580.000000 Penalty: 1033.538696
	Iteration 39Q: 3 clusters Score -4720580 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -4721125.500000 Penalty: 1033.538696
	Iteration 40F: 3 clusters Score -4721126 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -4721672.000000 Penalty: 1033.538696
	Iteration 41Q: 3 clusters Score -4721672 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -4722284.000000 Penalty: 1033.538696
	Iteration 42Q: 3 clusters Score -4722284 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -4722941.500000 Penalty: 1033.538696
	Iteration 43Q: 3 clusters Score -4722942 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -4723724.000000 Penalty: 1033.538696
	Iteration 44Q: 3 clusters Score -4723724 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 71979 members 
Entering Unmasked Estep 
Score: -4724581.500000 Penalty: 1033.538696
	Iteration 45Q: 3 clusters Score -4724582 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -4725454.500000 Penalty: 1033.538696
	Iteration 46Q: 3 clusters Score -4725454 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 75506 members 
Entering Unmasked Estep 
Score: -4726441.000000 Penalty: 1033.538696
	Iteration 47Q: 3 clusters Score -4726441 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 77106 members 
Entering Unmasked Estep 
Score: -4727329.000000 Penalty: 1033.538696
	Iteration 48Q: 3 clusters Score -4727329 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -4728120.500000 Penalty: 1033.538696
	Iteration 49Q: 3 clusters Score -4728120 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -4728785.500000 Penalty: 1033.538696
	Iteration 50Q: 3 clusters Score -4728786 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -4729416.500000 Penalty: 1033.538696
	Iteration 51Q: 3 clusters Score -4729416 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -4729905.500000 Penalty: 1033.538696
	Iteration 52Q: 3 clusters Score -4729906 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 82514 members 
Entering Unmasked Estep 
Score: -4730353.500000 Penalty: 1033.538696
	Iteration 53Q: 3 clusters Score -4730354 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -4730680.500000 Penalty: 1033.538696
	Iteration 54Q: 3 clusters Score -4730680 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 83668 members 
Entering Unmasked Estep 
Score: -4730965.500000 Penalty: 1033.538696
	Iteration 55Q: 3 clusters Score -4730966 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -4731192.500000 Penalty: 1033.538696
	Iteration 56Q: 3 clusters Score -4731192 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 84460 members 
Entering Unmasked Estep 
Score: -4731389.000000 Penalty: 1033.538696
	Iteration 57Q: 3 clusters Score -4731389 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -4731541.500000 Penalty: 1033.538696
	Iteration 58Q: 3 clusters Score -4731542 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -4731645.000000 Penalty: 1033.538696
	Iteration 59Q: 3 clusters Score -4731645 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -4731739.500000 Penalty: 1033.538696
	Iteration 60F: 3 clusters Score -4731740 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 85251 members 
Entering Unmasked Estep 
Score: -4731794.000000 Penalty: 1033.538696
	Iteration 61Q: 3 clusters Score -4731794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 85321 members 
Entering Unmasked Estep 
Score: -4731830.500000 Penalty: 1033.538696
	Iteration 62Q: 3 clusters Score -4731830 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -4731860.500000 Penalty: 1033.538696
	Iteration 63Q: 3 clusters Score -4731860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -4731890.500000 Penalty: 1033.538696
	Iteration 64Q: 3 clusters Score -4731890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 85438 members 
Entering Unmasked Estep 
Score: -4731912.500000 Penalty: 1033.538696
	Iteration 65Q: 3 clusters Score -4731912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -4731926.500000 Penalty: 1033.538696
	Iteration 66Q: 3 clusters Score -4731926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -4731938.500000 Penalty: 1033.538696
	Iteration 67Q: 3 clusters Score -4731938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -4731949.000000 Penalty: 1033.538696
	Iteration 68Q: 3 clusters Score -4731949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85484 members 
Entering Unmasked Estep 
Score: -4731958.500000 Penalty: 1033.538696
	Iteration 69Q: 3 clusters Score -4731958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -4731970.500000 Penalty: 1033.538696
	Iteration 70Q: 3 clusters Score -4731970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 85494 members 
Entering Unmasked Estep 
Score: -4731972.500000 Penalty: 1033.538696
	Iteration 71Q: 3 clusters Score -4731972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -4731980.500000 Penalty: 1033.538696
	Iteration 72Q: 3 clusters Score -4731980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -4731985.500000 Penalty: 1033.538696
	Iteration 73Q: 3 clusters Score -4731986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -4731990.000000 Penalty: 1033.538696
	Iteration 74Q: 3 clusters Score -4731990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 85505 members 
Entering Unmasked Estep 
Score: -4731990.500000 Penalty: 1033.538696
	Iteration 75Q: 3 clusters Score -4731990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 85506 members 
Entering Unmasked Estep 
Score: -4731992.000000 Penalty: 1033.538696
	Iteration 76Q: 3 clusters Score -4731992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -4731992.500000 Penalty: 1033.538696
	Iteration 77Q: 3 clusters Score -4731992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -4732000.000000 Penalty: 1033.538696
	Iteration 78Q: 3 clusters Score -4732000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -4731998.000000 Penalty: 1033.538696
	Iteration 79Q: 3 clusters Score -4731998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -4731999.500000 Penalty: 1033.538696
	Iteration 80F: 3 clusters Score -4732000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -4732000.000000 Penalty: 1033.538696
	Iteration 81Q: 3 clusters Score -4732000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -4732002.500000 Penalty: 1033.538696
	Iteration 82Q: 3 clusters Score -4732002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -4732002.000000 Penalty: 1033.538696
	Iteration 83Q: 3 clusters Score -4732002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -4732010.000000 Penalty: 1033.538696
	Iteration 84Q: 3 clusters Score -4732010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85512 members 
Entering Unmasked Estep 
Score: -4732010.000000 Penalty: 1033.538696
	Iteration 85F: 3 clusters Score -4732010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (5955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Entering Unmasked Estep 
Score: -334062.125000 Penalty: 395.485352
	Iteration 0F: 2 clusters Score -334062.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -330055.093750 Penalty: 790.970703
	Iteration 0F: 3 clusters Score -330055.1 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -331669.093750 Penalty: 790.970703
	Iteration 1F: 3 clusters Score -331669.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -331895.062500 Penalty: 790.970703
	Iteration 2F: 3 clusters Score -331895.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -332123.531250 Penalty: 790.970703
	Iteration 3F: 3 clusters Score -332123.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -332468.218750 Penalty: 790.970703
	Iteration 4F: 3 clusters Score -332468.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -332841.812500 Penalty: 790.970703
	Iteration 5F: 3 clusters Score -332841.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -333069.406250 Penalty: 790.970703
	Iteration 6F: 3 clusters Score -333069.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -333222.406250 Penalty: 790.970703
	Iteration 7Q: 3 clusters Score -333222.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -333311.000000 Penalty: 790.970703
	Iteration 8Q: 3 clusters Score -333311 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -333385.562500 Penalty: 790.970703
	Iteration 9Q: 3 clusters Score -333385.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -333455.562500 Penalty: 790.970703
	Iteration 10Q: 3 clusters Score -333455.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -333525.218750 Penalty: 790.970703
	Iteration 11Q: 3 clusters Score -333525.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -333574.968750 Penalty: 790.970703
	Iteration 12Q: 3 clusters Score -333575 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -333614.593750 Penalty: 790.970703
	Iteration 13Q: 3 clusters Score -333614.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -333640.968750 Penalty: 790.970703
	Iteration 14Q: 3 clusters Score -333641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -333650.406250 Penalty: 790.970703
	Iteration 15Q: 3 clusters Score -333650.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -333658.187500 Penalty: 790.970703
	Iteration 16Q: 3 clusters Score -333658.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -333662.656250 Penalty: 790.970703
	Iteration 17Q: 3 clusters Score -333662.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -333663.781250 Penalty: 790.970703
	Iteration 18Q: 3 clusters Score -333663.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -333665.687500 Penalty: 790.970703
	Iteration 19Q: 3 clusters Score -333665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -333666.531250 Penalty: 790.970703
	Iteration 20F: 3 clusters Score -333666.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -333667.375000 Penalty: 790.970703
	Iteration 21Q: 3 clusters Score -333667.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -333667.250000 Penalty: 790.970703
	Iteration 22Q: 3 clusters Score -333667.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -333667.437500 Penalty: 790.970703
	Iteration 23Q: 3 clusters Score -333667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -333667.000000 Penalty: 790.970703
	Iteration 24Q: 3 clusters Score -333667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -333667.031250 Penalty: 790.970703
	Iteration 25Q: 3 clusters Score -333667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -333667.406250 Penalty: 790.970703
	Iteration 26Q: 3 clusters Score -333667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -333667.406250 Penalty: 790.970703
	Iteration 27F: 3 clusters Score -333667.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (18552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Entering Unmasked Estep 
Score: -1007177.125000 Penalty: 447.189148
	Iteration 0F: 2 clusters Score -1007177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -994701.000000 Penalty: 894.378296
	Iteration 0F: 3 clusters Score -994701 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1000089.125000 Penalty: 894.378296
	Iteration 1F: 3 clusters Score -1000089 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1000736.687500 Penalty: 894.378296
	Iteration 2F: 3 clusters Score -1000737 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1001673.875000 Penalty: 894.378296
	Iteration 3F: 3 clusters Score -1001674 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1002909.250000 Penalty: 894.378296
	Iteration 4F: 3 clusters Score -1002909 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1004097.062500 Penalty: 894.378296
	Iteration 5F: 3 clusters Score -1004097 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1004791.687500 Penalty: 894.378296
	Iteration 6F: 3 clusters Score -1004792 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1005296.312500 Penalty: 894.378296
	Iteration 7Q: 3 clusters Score -1005296 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1005690.375000 Penalty: 894.378296
	Iteration 8Q: 3 clusters Score -1005690 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1006047.562500 Penalty: 894.378296
	Iteration 9Q: 3 clusters Score -1006048 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1006290.812500 Penalty: 894.378296
	Iteration 10Q: 3 clusters Score -1006291 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1006461.937500 Penalty: 894.378296
	Iteration 11Q: 3 clusters Score -1006462 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1006561.125000 Penalty: 894.378296
	Iteration 12Q: 3 clusters Score -1006561 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1006613.875000 Penalty: 894.378296
	Iteration 13Q: 3 clusters Score -1006614 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1006654.000000 Penalty: 894.378296
	Iteration 14Q: 3 clusters Score -1006654 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1006671.375000 Penalty: 894.378296
	Iteration 15Q: 3 clusters Score -1006671 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1006683.437500 Penalty: 894.378296
	Iteration 16Q: 3 clusters Score -1006683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1006690.437500 Penalty: 894.378296
	Iteration 17Q: 3 clusters Score -1006690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1006696.500000 Penalty: 894.378296
	Iteration 18Q: 3 clusters Score -1006696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1006699.937500 Penalty: 894.378296
	Iteration 19Q: 3 clusters Score -1006700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1006704.000000 Penalty: 894.378296
	Iteration 20F: 3 clusters Score -1006704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1006709.000000 Penalty: 894.378296
	Iteration 21Q: 3 clusters Score -1006709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1006708.750000 Penalty: 894.378296
	Iteration 22Q: 3 clusters Score -1006709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1006708.562500 Penalty: 894.378296
	Iteration 23Q: 3 clusters Score -1006709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1006707.812500 Penalty: 894.378296
	Iteration 24Q: 3 clusters Score -1006708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1006709.375000 Penalty: 894.378296
	Iteration 25Q: 3 clusters Score -1006709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1006707.625000 Penalty: 894.378296
	Iteration 26Q: 3 clusters Score -1006708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1006706.000000 Penalty: 894.378296
	Iteration 27Q: 3 clusters Score -1006706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1006706.312500 Penalty: 894.378296
	Iteration 28Q: 3 clusters Score -1006706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1006704.312500 Penalty: 894.378296
	Iteration 29Q: 3 clusters Score -1006704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1006705.500000 Penalty: 894.378296
	Iteration 30Q: 3 clusters Score -1006706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1006706.937500 Penalty: 894.378296
	Iteration 31Q: 3 clusters Score -1006707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1006709.250000 Penalty: 894.378296
	Iteration 32Q: 3 clusters Score -1006709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1006710.500000 Penalty: 894.378296
	Iteration 33Q: 3 clusters Score -1006710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1006710.937500 Penalty: 894.378296
	Iteration 34Q: 3 clusters Score -1006711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1006709.687500 Penalty: 894.378296
	Iteration 35Q: 3 clusters Score -1006710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1006710.625000 Penalty: 894.378296
	Iteration 36Q: 3 clusters Score -1006711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1006710.687500 Penalty: 894.378296
	Iteration 37Q: 3 clusters Score -1006711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1006712.250000 Penalty: 894.378296
	Iteration 38Q: 3 clusters Score -1006712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1006710.875000 Penalty: 894.378296
	Iteration 39Q: 3 clusters Score -1006711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1006711.312500 Penalty: 894.378296
	Iteration 40F: 3 clusters Score -1006711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1006711.937500 Penalty: 894.378296
	Iteration 41Q: 3 clusters Score -1006712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1006711.062500 Penalty: 894.378296
	Iteration 42Q: 3 clusters Score -1006711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1006712.250000 Penalty: 894.378296
	Iteration 43Q: 3 clusters Score -1006712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1006712.125000 Penalty: 894.378296
	Iteration 44Q: 3 clusters Score -1006712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1006712.875000 Penalty: 894.378296
	Iteration 45Q: 3 clusters Score -1006713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1006713.187500 Penalty: 894.378296
	Iteration 46Q: 3 clusters Score -1006713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1006713.187500 Penalty: 894.378296
	Iteration 47F: 3 clusters Score -1006713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Entering Unmasked Estep 
Score: -224916.468750 Penalty: 380.030518
	Iteration 0F: 2 clusters Score -224916.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -222028.921875 Penalty: 760.061035
	Iteration 0F: 3 clusters Score -222028.9 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -223099.375000 Penalty: 760.061035
	Iteration 1F: 3 clusters Score -223099.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -223238.515625 Penalty: 760.061035
	Iteration 2F: 3 clusters Score -223238.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -223385.515625 Penalty: 760.061035
	Iteration 3F: 3 clusters Score -223385.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -223543.500000 Penalty: 760.061035
	Iteration 4F: 3 clusters Score -223543.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -223683.687500 Penalty: 760.061035
	Iteration 5F: 3 clusters Score -223683.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -223797.062500 Penalty: 760.061035
	Iteration 6Q: 3 clusters Score -223797.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -223876.906250 Penalty: 760.061035
	Iteration 7Q: 3 clusters Score -223876.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -223936.421875 Penalty: 760.061035
	Iteration 8Q: 3 clusters Score -223936.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -223977.921875 Penalty: 760.061035
	Iteration 9Q: 3 clusters Score -223977.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -224003.937500 Penalty: 760.061035
	Iteration 10Q: 3 clusters Score -224003.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -224027.968750 Penalty: 760.061035
	Iteration 11Q: 3 clusters Score -224028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -224043.968750 Penalty: 760.061035
	Iteration 12Q: 3 clusters Score -224044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -224059.015625 Penalty: 760.061035
	Iteration 13Q: 3 clusters Score -224059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -224073.578125 Penalty: 760.061035
	Iteration 14Q: 3 clusters Score -224073.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -224089.562500 Penalty: 760.061035
	Iteration 15Q: 3 clusters Score -224089.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -224104.546875 Penalty: 760.061035
	Iteration 16Q: 3 clusters Score -224104.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -224116.578125 Penalty: 760.061035
	Iteration 17Q: 3 clusters Score -224116.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -224127.203125 Penalty: 760.061035
	Iteration 18Q: 3 clusters Score -224127.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -224136.984375 Penalty: 760.061035
	Iteration 19Q: 3 clusters Score -224137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -224150.140625 Penalty: 760.061035
	Iteration 20F: 3 clusters Score -224150.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -224164.125000 Penalty: 760.061035
	Iteration 21Q: 3 clusters Score -224164.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -224174.812500 Penalty: 760.061035
	Iteration 22Q: 3 clusters Score -224174.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -224182.328125 Penalty: 760.061035
	Iteration 23Q: 3 clusters Score -224182.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -224188.328125 Penalty: 760.061035
	Iteration 24Q: 3 clusters Score -224188.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -224194.984375 Penalty: 760.061035
	Iteration 25Q: 3 clusters Score -224195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -224200.328125 Penalty: 760.061035
	Iteration 26Q: 3 clusters Score -224200.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -224206.515625 Penalty: 760.061035
	Iteration 27Q: 3 clusters Score -224206.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -224214.843750 Penalty: 760.061035
	Iteration 28Q: 3 clusters Score -224214.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -224226.250000 Penalty: 760.061035
	Iteration 29Q: 3 clusters Score -224226.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -224239.671875 Penalty: 760.061035
	Iteration 30Q: 3 clusters Score -224239.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -224250.562500 Penalty: 760.061035
	Iteration 31Q: 3 clusters Score -224250.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -224265.156250 Penalty: 760.061035
	Iteration 32Q: 3 clusters Score -224265.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -224287.781250 Penalty: 760.061035
	Iteration 33Q: 3 clusters Score -224287.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -224321.828125 Penalty: 760.061035
	Iteration 34Q: 3 clusters Score -224321.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -224355.031250 Penalty: 760.061035
	Iteration 35Q: 3 clusters Score -224355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -224378.734375 Penalty: 760.061035
	Iteration 36Q: 3 clusters Score -224378.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -224408.203125 Penalty: 760.061035
	Iteration 37Q: 3 clusters Score -224408.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -224440.859375 Penalty: 760.061035
	Iteration 38Q: 3 clusters Score -224440.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -224463.656250 Penalty: 760.061035
	Iteration 39Q: 3 clusters Score -224463.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -224484.781250 Penalty: 760.061035
	Iteration 40F: 3 clusters Score -224484.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -224501.796875 Penalty: 760.061035
	Iteration 41Q: 3 clusters Score -224501.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -224514.265625 Penalty: 760.061035
	Iteration 42Q: 3 clusters Score -224514.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -224524.750000 Penalty: 760.061035
	Iteration 43Q: 3 clusters Score -224524.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -224536.093750 Penalty: 760.061035
	Iteration 44Q: 3 clusters Score -224536.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -224545.843750 Penalty: 760.061035
	Iteration 45Q: 3 clusters Score -224545.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -224557.296875 Penalty: 760.061035
	Iteration 46Q: 3 clusters Score -224557.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -224569.312500 Penalty: 760.061035
	Iteration 47Q: 3 clusters Score -224569.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -224574.765625 Penalty: 760.061035
	Iteration 48Q: 3 clusters Score -224574.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -224576.828125 Penalty: 760.061035
	Iteration 49Q: 3 clusters Score -224576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -224578.578125 Penalty: 760.061035
	Iteration 50Q: 3 clusters Score -224578.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -224579.921875 Penalty: 760.061035
	Iteration 51Q: 3 clusters Score -224579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -224582.156250 Penalty: 760.061035
	Iteration 52Q: 3 clusters Score -224582.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -224586.031250 Penalty: 760.061035
	Iteration 53Q: 3 clusters Score -224586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -224588.515625 Penalty: 760.061035
	Iteration 54Q: 3 clusters Score -224588.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -224589.921875 Penalty: 760.061035
	Iteration 55Q: 3 clusters Score -224589.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -224593.359375 Penalty: 760.061035
	Iteration 56Q: 3 clusters Score -224593.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -224595.546875 Penalty: 760.061035
	Iteration 57Q: 3 clusters Score -224595.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -224597.187500 Penalty: 760.061035
	Iteration 58Q: 3 clusters Score -224597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -224599.593750 Penalty: 760.061035
	Iteration 59Q: 3 clusters Score -224599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -224603.062500 Penalty: 760.061035
	Iteration 60F: 3 clusters Score -224603.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -224604.781250 Penalty: 760.061035
	Iteration 61Q: 3 clusters Score -224604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -224606.359375 Penalty: 760.061035
	Iteration 62Q: 3 clusters Score -224606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -224607.390625 Penalty: 760.061035
	Iteration 63Q: 3 clusters Score -224607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -224608.359375 Penalty: 760.061035
	Iteration 64Q: 3 clusters Score -224608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -224608.531250 Penalty: 760.061035
	Iteration 65Q: 3 clusters Score -224608.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -224608.562500 Penalty: 760.061035
	Iteration 66Q: 3 clusters Score -224608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -224609.343750 Penalty: 760.061035
	Iteration 67Q: 3 clusters Score -224609.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -224610.781250 Penalty: 760.061035
	Iteration 68Q: 3 clusters Score -224610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -224611.203125 Penalty: 760.061035
	Iteration 69Q: 3 clusters Score -224611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -224611.171875 Penalty: 760.061035
	Iteration 70Q: 3 clusters Score -224611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -224611.140625 Penalty: 760.061035
	Iteration 71Q: 3 clusters Score -224611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -224611.265625 Penalty: 760.061035
	Iteration 72Q: 3 clusters Score -224611.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -224611.265625 Penalty: 760.061035
	Iteration 73F: 3 clusters Score -224611.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (48366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Entering Unmasked Estep 
Score: -2687907.750000 Penalty: 490.788147
	Iteration 0F: 2 clusters Score -2687908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -2655288.250000 Penalty: 981.576294
	Iteration 0F: 3 clusters Score -2655288 nChanged 23554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -2669300.250000 Penalty: 981.576294
	Iteration 1F: 3 clusters Score -2669300 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -2670094.500000 Penalty: 981.576294
	Iteration 2Q: 3 clusters Score -2670094 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -2671465.500000 Penalty: 981.576294
	Iteration 3F: 3 clusters Score -2671466 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -2673817.250000 Penalty: 981.576294
	Iteration 4F: 3 clusters Score -2673817 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -2677455.500000 Penalty: 981.576294
	Iteration 5F: 3 clusters Score -2677456 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -2681437.500000 Penalty: 981.576294
	Iteration 6F: 3 clusters Score -2681438 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -2684525.250000 Penalty: 981.576294
	Iteration 7F: 3 clusters Score -2684525 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -2686326.000000 Penalty: 981.576294
	Iteration 8Q: 3 clusters Score -2686326 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -2687099.500000 Penalty: 981.576294
	Iteration 9Q: 3 clusters Score -2687100 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -2687326.750000 Penalty: 981.576294
	Iteration 10Q: 3 clusters Score -2687327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -2687405.000000 Penalty: 981.576294
	Iteration 11Q: 3 clusters Score -2687405 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -2687435.250000 Penalty: 981.576294
	Iteration 12Q: 3 clusters Score -2687435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -2687456.250000 Penalty: 981.576294
	Iteration 13Q: 3 clusters Score -2687456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -2687473.500000 Penalty: 981.576294
	Iteration 14Q: 3 clusters Score -2687474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -2687475.500000 Penalty: 981.576294
	Iteration 15Q: 3 clusters Score -2687476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -2687477.000000 Penalty: 981.576294
	Iteration 16Q: 3 clusters Score -2687477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -2687477.000000 Penalty: 981.576294
	Iteration 17F: 3 clusters Score -2687477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -273073.281250 Penalty: 385.967804
	Iteration 0F: 2 clusters Score -273073.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -269790.500000 Penalty: 771.935608
	Iteration 0F: 3 clusters Score -269790.5 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -270986.468750 Penalty: 771.935608
	Iteration 1F: 3 clusters Score -270986.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -271119.875000 Penalty: 771.935608
	Iteration 2F: 3 clusters Score -271119.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -271262.125000 Penalty: 771.935608
	Iteration 3F: 3 clusters Score -271262.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -271446.312500 Penalty: 771.935608
	Iteration 4F: 3 clusters Score -271446.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271675.750000 Penalty: 771.935608
	Iteration 5F: 3 clusters Score -271675.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -271947.156250 Penalty: 771.935608
	Iteration 6F: 3 clusters Score -271947.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -272219.968750 Penalty: 771.935608
	Iteration 7F: 3 clusters Score -272220 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -272405.218750 Penalty: 771.935608
	Iteration 8Q: 3 clusters Score -272405.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -272509.625000 Penalty: 771.935608
	Iteration 9Q: 3 clusters Score -272509.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -272559.125000 Penalty: 771.935608
	Iteration 10Q: 3 clusters Score -272559.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -272582.500000 Penalty: 771.935608
	Iteration 11Q: 3 clusters Score -272582.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -272595.218750 Penalty: 771.935608
	Iteration 12Q: 3 clusters Score -272595.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -272608.281250 Penalty: 771.935608
	Iteration 13Q: 3 clusters Score -272608.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -272618.250000 Penalty: 771.935608
	Iteration 14Q: 3 clusters Score -272618.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -272626.781250 Penalty: 771.935608
	Iteration 15Q: 3 clusters Score -272626.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -272635.531250 Penalty: 771.935608
	Iteration 16Q: 3 clusters Score -272635.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -272642.843750 Penalty: 771.935608
	Iteration 17Q: 3 clusters Score -272642.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -272649.906250 Penalty: 771.935608
	Iteration 18Q: 3 clusters Score -272649.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -272656.406250 Penalty: 771.935608
	Iteration 19Q: 3 clusters Score -272656.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -272661.343750 Penalty: 771.935608
	Iteration 20F: 3 clusters Score -272661.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -272668.281250 Penalty: 771.935608
	Iteration 21Q: 3 clusters Score -272668.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -272677.000000 Penalty: 771.935608
	Iteration 22Q: 3 clusters Score -272677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -272685.031250 Penalty: 771.935608
	Iteration 23Q: 3 clusters Score -272685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -272690.875000 Penalty: 771.935608
	Iteration 24Q: 3 clusters Score -272690.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -272696.500000 Penalty: 771.935608
	Iteration 25Q: 3 clusters Score -272696.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -272700.625000 Penalty: 771.935608
	Iteration 26Q: 3 clusters Score -272700.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -272704.468750 Penalty: 771.935608
	Iteration 27Q: 3 clusters Score -272704.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -272707.843750 Penalty: 771.935608
	Iteration 28Q: 3 clusters Score -272707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -272710.562500 Penalty: 771.935608
	Iteration 29Q: 3 clusters Score -272710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -272713.562500 Penalty: 771.935608
	Iteration 30Q: 3 clusters Score -272713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -272714.968750 Penalty: 771.935608
	Iteration 31Q: 3 clusters Score -272715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -272716.281250 Penalty: 771.935608
	Iteration 32Q: 3 clusters Score -272716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -272717.250000 Penalty: 771.935608
	Iteration 33Q: 3 clusters Score -272717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -272718.625000 Penalty: 771.935608
	Iteration 34Q: 3 clusters Score -272718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -272719.406250 Penalty: 771.935608
	Iteration 35Q: 3 clusters Score -272719.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -272719.531250 Penalty: 771.935608
	Iteration 36Q: 3 clusters Score -272719.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -272719.531250 Penalty: 771.935608
	Iteration 37F: 3 clusters Score -272719.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (151304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151304 members 
Entering Unmasked Estep 
Score: -8016835.000000 Penalty: 542.680603
	Iteration 0F: 2 clusters Score -8016835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -7922429.000000 Penalty: 1085.361206
	Iteration 0F: 3 clusters Score -7922429 nChanged 74105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -7969876.000000 Penalty: 1085.361206
	Iteration 1F: 3 clusters Score -7969876 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -7972932.500000 Penalty: 1085.361206
	Iteration 2Q: 3 clusters Score -7972932 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75197 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -7978301.000000 Penalty: 1085.361206
	Iteration 3F: 3 clusters Score -7978301 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 77506 members 
Entering Unmasked Estep 
Score: -7987448.500000 Penalty: 1085.361206
	Iteration 4F: 3 clusters Score -7987448 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -7998237.500000 Penalty: 1085.361206
	Iteration 5F: 3 clusters Score -7998238 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71808 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -8004193.000000 Penalty: 1085.361206
	Iteration 6F: 3 clusters Score -8004193 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -8006039.000000 Penalty: 1085.361206
	Iteration 7Q: 3 clusters Score -8006039 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -8006860.500000 Penalty: 1085.361206
	Iteration 8Q: 3 clusters Score -8006860 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -8007535.500000 Penalty: 1085.361206
	Iteration 9Q: 3 clusters Score -8007536 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -8008303.500000 Penalty: 1085.361206
	Iteration 10Q: 3 clusters Score -8008304 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
Score: -8009129.500000 Penalty: 1085.361206
	Iteration 11Q: 3 clusters Score -8009130 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -8009943.000000 Penalty: 1085.361206
	Iteration 12Q: 3 clusters Score -8009943 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74030 members 
Mstep: Class 2 contains 77274 members 
Entering Unmasked Estep 
Score: -8010762.500000 Penalty: 1085.361206
	Iteration 13Q: 3 clusters Score -8010762 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -8011559.500000 Penalty: 1085.361206
	Iteration 14Q: 3 clusters Score -8011560 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -8012402.000000 Penalty: 1085.361206
	Iteration 15Q: 3 clusters Score -8012402 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -8013348.500000 Penalty: 1085.361206
	Iteration 16Q: 3 clusters Score -8013348 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -8014176.000000 Penalty: 1085.361206
	Iteration 17Q: 3 clusters Score -8014176 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -8014956.000000 Penalty: 1085.361206
	Iteration 18Q: 3 clusters Score -8014956 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 75484 members 
Entering Unmasked Estep 
Score: -8015716.000000 Penalty: 1085.361206
	Iteration 19Q: 3 clusters Score -8015716 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75671 members 
Mstep: Class 2 contains 75633 members 
Entering Unmasked Estep 
Score: -8016421.500000 Penalty: 1085.361206
	Iteration 20F: 3 clusters Score -8016422 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -8016895.500000 Penalty: 1085.361206
	Iteration 21Q: 3 clusters Score -8016896 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -8017333.000000 Penalty: 1085.361206
	Iteration 22Q: 3 clusters Score -8017333 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 76106 members 
Entering Unmasked Estep 
Score: -8017607.000000 Penalty: 1085.361206
	Iteration 23Q: 3 clusters Score -8017607 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 76418 members 
Entering Unmasked Estep 
Score: -8017821.500000 Penalty: 1085.361206
	Iteration 24Q: 3 clusters Score -8017822 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -8017980.000000 Penalty: 1085.361206
	Iteration 25Q: 3 clusters Score -8017980 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -8018068.000000 Penalty: 1085.361206
	Iteration 26Q: 3 clusters Score -8018068 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -8018136.500000 Penalty: 1085.361206
	Iteration 27Q: 3 clusters Score -8018136 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -8018223.500000 Penalty: 1085.361206
	Iteration 28Q: 3 clusters Score -8018224 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73786 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -8018320.000000 Penalty: 1085.361206
	Iteration 29Q: 3 clusters Score -8018320 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -8018379.000000 Penalty: 1085.361206
	Iteration 30Q: 3 clusters Score -8018379 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -8018396.000000 Penalty: 1085.361206
	Iteration 31Q: 3 clusters Score -8018396 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
Score: -8018406.500000 Penalty: 1085.361206
	Iteration 32Q: 3 clusters Score -8018406 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -8018407.500000 Penalty: 1085.361206
	Iteration 33Q: 3 clusters Score -8018408 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -8018422.000000 Penalty: 1085.361206
	Iteration 34Q: 3 clusters Score -8018422 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -8018404.000000 Penalty: 1085.361206
	Iteration 35Q: 3 clusters Score -8018404 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -8018389.500000 Penalty: 1085.361206
	Iteration 36Q: 3 clusters Score -8018390 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -8018388.000000 Penalty: 1085.361206
	Iteration 37Q: 3 clusters Score -8018388 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -8018379.000000 Penalty: 1085.361206
	Iteration 38Q: 3 clusters Score -8018379 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -8018384.500000 Penalty: 1085.361206
	Iteration 39Q: 3 clusters Score -8018384 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -8018379.500000 Penalty: 1085.361206
	Iteration 40F: 3 clusters Score -8018380 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -8018380.500000 Penalty: 1085.361206
	Iteration 41Q: 3 clusters Score -8018380 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -8018387.500000 Penalty: 1085.361206
	Iteration 42Q: 3 clusters Score -8018388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -8018370.500000 Penalty: 1085.361206
	Iteration 43Q: 3 clusters Score -8018370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -8018388.500000 Penalty: 1085.361206
	Iteration 44Q: 3 clusters Score -8018388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -8018390.500000 Penalty: 1085.361206
	Iteration 45Q: 3 clusters Score -8018390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -8018380.500000 Penalty: 1085.361206
	Iteration 46Q: 3 clusters Score -8018380 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73011 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -8018385.500000 Penalty: 1085.361206
	Iteration 47Q: 3 clusters Score -8018386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73002 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -8018369.500000 Penalty: 1085.361206
	Iteration 48Q: 3 clusters Score -8018370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -8018370.000000 Penalty: 1085.361206
	Iteration 49Q: 3 clusters Score -8018370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -8018372.000000 Penalty: 1085.361206
	Iteration 50Q: 3 clusters Score -8018372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -8018376.000000 Penalty: 1085.361206
	Iteration 51Q: 3 clusters Score -8018376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -8018370.000000 Penalty: 1085.361206
	Iteration 52Q: 3 clusters Score -8018370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72985 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -8018367.000000 Penalty: 1085.361206
	Iteration 53Q: 3 clusters Score -8018367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -8018367.000000 Penalty: 1085.361206
	Iteration 54Q: 3 clusters Score -8018367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -8018364.000000 Penalty: 1085.361206
	Iteration 55Q: 3 clusters Score -8018364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -8018359.000000 Penalty: 1085.361206
	Iteration 56Q: 3 clusters Score -8018359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -8018360.500000 Penalty: 1085.361206
	Iteration 57Q: 3 clusters Score -8018360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72993 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -8018377.000000 Penalty: 1085.361206
	Iteration 58Q: 3 clusters Score -8018377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -8018377.000000 Penalty: 1085.361206
	Iteration 59Q: 3 clusters Score -8018377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72988 members 
Mstep: Class 2 contains 78316 members 
Entering Unmasked Estep 
Score: -8018366.500000 Penalty: 1085.361206
	Iteration 60F: 3 clusters Score -8018366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -8018371.500000 Penalty: 1085.361206
	Iteration 61Q: 3 clusters Score -8018372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -8018369.000000 Penalty: 1085.361206
	Iteration 62Q: 3 clusters Score -8018369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8018366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 78324 members 
Entering Unmasked Estep 
Score: -8018363.500000 Penalty: 1085.361206
	Iteration 64Q: 3 clusters Score -8018364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72971 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -8018370.000000 Penalty: 1085.361206
	Iteration 65Q: 3 clusters Score -8018370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -8018363.000000 Penalty: 1085.361206
	Iteration 66Q: 3 clusters Score -8018363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -8018357.500000 Penalty: 1085.361206
	Iteration 67Q: 3 clusters Score -8018358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8018365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8018360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -8018358.500000 Penalty: 1085.361206
	Iteration 70Q: 3 clusters Score -8018358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -8018354.500000 Penalty: 1085.361206
	Iteration 71Q: 3 clusters Score -8018354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72951 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8018357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8018352 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8018350 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8018359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8018353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8018352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8018356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 78356 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8018360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72947 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8018358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 78364 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8018356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72934 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8018358 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8018356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 78376 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8018352 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8018352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -8018352.500000 Penalty: 1085.361206
	Iteration 86Q: 3 clusters Score -8018352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72925 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -8018348.000000 Penalty: 1085.361206
	Iteration 87Q: 3 clusters Score -8018348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72921 members 
Mstep: Class 2 contains 78383 members 
Entering Unmasked Estep 
Score: -8018350.500000 Penalty: 1085.361206
	Iteration 88Q: 3 clusters Score -8018350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -8018348.500000 Penalty: 1085.361206
	Iteration 89Q: 3 clusters Score -8018348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72914 members 
Mstep: Class 2 contains 78390 members 
Entering Unmasked Estep 
Score: -8018346.000000 Penalty: 1085.361206
	Iteration 90Q: 3 clusters Score -8018346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72910 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -8018344.000000 Penalty: 1085.361206
	Iteration 91Q: 3 clusters Score -8018344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -8018344.000000 Penalty: 1085.361206
	Iteration 92Q: 3 clusters Score -8018344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -8018344.500000 Penalty: 1085.361206
	Iteration 93Q: 3 clusters Score -8018344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 78401 members 
Entering Unmasked Estep 
Score: -8018345.500000 Penalty: 1085.361206
	Iteration 94Q: 3 clusters Score -8018346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72904 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -8018347.500000 Penalty: 1085.361206
	Iteration 95Q: 3 clusters Score -8018348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -8018349.000000 Penalty: 1085.361206
	Iteration 96Q: 3 clusters Score -8018349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -8018349.000000 Penalty: 1085.361206
	Iteration 97F: 3 clusters Score -8018349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 67120 members 
Mstep: Class 3 contains 73194 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 47335 members 
Mstep: Class 6 contains 93333 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 154591 members 
Mstep: Class 9 contains 69192 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 16216 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10046 members 
Mstep: Class 14 contains 84880 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 37749 members 
Mstep: Class 17 contains 7787 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 75691 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 83081 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 45937 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 59858 members 
Mstep: Class 27 contains 146730 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6538 members 
Mstep: Class 30 contains 10347 members 
Mstep: Class 31 contains 80619 members 
Mstep: Class 32 contains 1234 members 
Mstep: Class 33 contains 22451 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 86457 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16566 members 
Mstep: Class 39 contains 7460 members 
Mstep: Class 40 contains 1682 members 
Mstep: Class 41 contains 85611 members 
Mstep: Class 42 contains 5955 members 
Mstep: Class 43 contains 18552 members 
Mstep: Class 44 contains 4240 members 
Mstep: Class 45 contains 48366 members 
Mstep: Class 46 contains 4831 members 
Mstep: Class 47 contains 72905 members 
Mstep: Class 48 contains 2480 members 
Mstep: Class 49 contains 28069 members 
Mstep: Class 50 contains 78399 members 
Entering Unmasked Estep 
Score: -87426040.000000 Penalty: 32677.640625
Splitting cluster 47 changes total score from -87424824.000000 to -87426040.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 48 (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: -134495.593750 Penalty: 355.628632
	Iteration 0F: 2 clusters Score -134495.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -132775.703125 Penalty: 711.257263
	Iteration 0F: 3 clusters Score -132775.7 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -133383.093750 Penalty: 711.257263
	Iteration 1F: 3 clusters Score -133383.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -133451.656250 Penalty: 711.257263
	Iteration 2F: 3 clusters Score -133451.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -133524.937500 Penalty: 711.257263
	Iteration 3F: 3 clusters Score -133524.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -133596.000000 Penalty: 711.257263
	Iteration 4F: 3 clusters Score -133596 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -133676.421875 Penalty: 711.257263
	Iteration 5Q: 3 clusters Score -133676.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -133759.937500 Penalty: 711.257263
	Iteration 6Q: 3 clusters Score -133759.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -133842.203125 Penalty: 711.257263
	Iteration 7Q: 3 clusters Score -133842.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -133910.062500 Penalty: 711.257263
	Iteration 8Q: 3 clusters Score -133910.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -133971.953125 Penalty: 711.257263
	Iteration 9Q: 3 clusters Score -133972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -134023.750000 Penalty: 711.257263
	Iteration 10Q: 3 clusters Score -134023.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -134052.109375 Penalty: 711.257263
	Iteration 11Q: 3 clusters Score -134052.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -134078.515625 Penalty: 711.257263
	Iteration 12Q: 3 clusters Score -134078.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -134100.281250 Penalty: 711.257263
	Iteration 13Q: 3 clusters Score -134100.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -134117.421875 Penalty: 711.257263
	Iteration 14Q: 3 clusters Score -134117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -134124.281250 Penalty: 711.257263
	Iteration 15Q: 3 clusters Score -134124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -134128.984375 Penalty: 711.257263
	Iteration 16Q: 3 clusters Score -134129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -134130.984375 Penalty: 711.257263
	Iteration 17Q: 3 clusters Score -134131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -134132.796875 Penalty: 711.257263
	Iteration 18Q: 3 clusters Score -134132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -134137.140625 Penalty: 711.257263
	Iteration 19Q: 3 clusters Score -134137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -134141.187500 Penalty: 711.257263
	Iteration 20F: 3 clusters Score -134141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -134143.281250 Penalty: 711.257263
	Iteration 21Q: 3 clusters Score -134143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -134143.703125 Penalty: 711.257263
	Iteration 22Q: 3 clusters Score -134143.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -134143.937500 Penalty: 711.257263
	Iteration 23Q: 3 clusters Score -134143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -134143.937500 Penalty: 711.257263
	Iteration 24F: 3 clusters Score -134143.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (28069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Entering Unmasked Estep 
Score: -1578206.625000 Penalty: 466.030151
	Iteration 0F: 2 clusters Score -1578207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1559519.000000 Penalty: 932.060303
	Iteration 0F: 3 clusters Score -1559519 nChanged 13501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1567499.500000 Penalty: 932.060303
	Iteration 1F: 3 clusters Score -1567500 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1568059.625000 Penalty: 932.060303
	Iteration 2Q: 3 clusters Score -1568060 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1569095.875000 Penalty: 932.060303
	Iteration 3F: 3 clusters Score -1569096 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1571049.875000 Penalty: 932.060303
	Iteration 4F: 3 clusters Score -1571050 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1573802.375000 Penalty: 932.060303
	Iteration 5F: 3 clusters Score -1573802 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1575613.000000 Penalty: 932.060303
	Iteration 6F: 3 clusters Score -1575613 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1576406.250000 Penalty: 932.060303
	Iteration 7Q: 3 clusters Score -1576406 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1576889.625000 Penalty: 932.060303
	Iteration 8Q: 3 clusters Score -1576890 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1577203.875000 Penalty: 932.060303
	Iteration 9Q: 3 clusters Score -1577204 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1577384.125000 Penalty: 932.060303
	Iteration 10Q: 3 clusters Score -1577384 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1577503.125000 Penalty: 932.060303
	Iteration 11Q: 3 clusters Score -1577503 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1577560.000000 Penalty: 932.060303
	Iteration 12Q: 3 clusters Score -1577560 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1577599.500000 Penalty: 932.060303
	Iteration 13Q: 3 clusters Score -1577600 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1577611.375000 Penalty: 932.060303
	Iteration 14Q: 3 clusters Score -1577611 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1577625.125000 Penalty: 932.060303
	Iteration 15Q: 3 clusters Score -1577625 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1577627.875000 Penalty: 932.060303
	Iteration 16Q: 3 clusters Score -1577628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1577630.500000 Penalty: 932.060303
	Iteration 17Q: 3 clusters Score -1577630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1577630.125000 Penalty: 932.060303
	Iteration 18Q: 3 clusters Score -1577630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1577632.375000 Penalty: 932.060303
	Iteration 19Q: 3 clusters Score -1577632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1577635.750000 Penalty: 932.060303
	Iteration 20F: 3 clusters Score -1577636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -1577632.000000 Penalty: 932.060303
	Iteration 21Q: 3 clusters Score -1577632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1577629.625000 Penalty: 932.060303
	Iteration 22Q: 3 clusters Score -1577630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1577630.500000 Penalty: 932.060303
	Iteration 23Q: 3 clusters Score -1577630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1577632.375000 Penalty: 932.060303
	Iteration 24Q: 3 clusters Score -1577632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1577632.000000 Penalty: 932.060303
	Iteration 25Q: 3 clusters Score -1577632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1577633.250000 Penalty: 932.060303
	Iteration 26Q: 3 clusters Score -1577633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1577635.750000 Penalty: 932.060303
	Iteration 27Q: 3 clusters Score -1577636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1577634.625000 Penalty: 932.060303
	Iteration 28Q: 3 clusters Score -1577635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1577636.000000 Penalty: 932.060303
	Iteration 29Q: 3 clusters Score -1577636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1577633.625000 Penalty: 932.060303
	Iteration 30Q: 3 clusters Score -1577634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -1577631.750000 Penalty: 932.060303
	Iteration 31Q: 3 clusters Score -1577632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1577632.000000 Penalty: 932.060303
	Iteration 32Q: 3 clusters Score -1577632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -1577630.375000 Penalty: 932.060303
	Iteration 33Q: 3 clusters Score -1577630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1577632.250000 Penalty: 932.060303
	Iteration 34Q: 3 clusters Score -1577632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1577629.500000 Penalty: 932.060303
	Iteration 35Q: 3 clusters Score -1577630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1577632.625000 Penalty: 932.060303
	Iteration 36Q: 3 clusters Score -1577633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1577633.875000 Penalty: 932.060303
	Iteration 37Q: 3 clusters Score -1577634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -1577631.000000 Penalty: 932.060303
	Iteration 38Q: 3 clusters Score -1577631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1577635.375000 Penalty: 932.060303
	Iteration 39Q: 3 clusters Score -1577635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1577634.750000 Penalty: 932.060303
	Iteration 40F: 3 clusters Score -1577635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 67120 members 
Mstep: Class 3 contains 73194 members 
Mstep: Class 4 contains 1210 members 
Mstep: Class 5 contains 47335 members 
Mstep: Class 6 contains 93333 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 154591 members 
Mstep: Class 9 contains 69192 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 16216 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10046 members 
Mstep: Class 14 contains 84880 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 37749 members 
Mstep: Class 17 contains 7787 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 75691 members 
Mstep: Class 20 contains 8678 members 
Mstep: Class 21 contains 83081 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 45937 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 59858 members 
Mstep: Class 27 contains 146730 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6538 members 
Mstep: Class 30 contains 10347 members 
Mstep: Class 31 contains 80619 members 
Mstep: Class 32 contains 1234 members 
Mstep: Class 33 contains 22451 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 86457 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16566 members 
Mstep: Class 39 contains 7460 members 
Mstep: Class 40 contains 1682 members 
Mstep: Class 41 contains 85611 members 
Mstep: Class 42 contains 5955 members 
Mstep: Class 43 contains 18552 members 
Mstep: Class 44 contains 4240 members 
Mstep: Class 45 contains 48366 members 
Mstep: Class 46 contains 4831 members 
Mstep: Class 47 contains 72905 members 
Mstep: Class 48 contains 2480 members 
Mstep: Class 49 contains 28069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87431904.000000 Penalty: 32677.640625
Iteration 319Q: 51 clusters Score -8.74319e+07 nChanged 19831
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 67616 members 
Mstep: Class 3 contains 72853 members 
Mstep: Class 4 contains 1205 members 
Mstep: Class 5 contains 47346 members 
Mstep: Class 6 contains 93955 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 155007 members 
Mstep: Class 9 contains 69303 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 16221 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10356 members 
Mstep: Class 14 contains 85355 members 
Mstep: Class 15 contains 11997 members 
Mstep: Class 16 contains 37722 members 
Mstep: Class 17 contains 7772 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 76038 members 
Mstep: Class 20 contains 8749 members 
Mstep: Class 21 contains 81614 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 46182 members 
Mstep: Class 24 contains 6616 members 
Mstep: Class 25 contains 2089 members 
Mstep: Class 26 contains 60121 members 
Mstep: Class 27 contains 147271 members 
Mstep: Class 28 contains 167 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 10289 members 
Mstep: Class 31 contains 80902 members 
Mstep: Class 32 contains 1236 members 
Mstep: Class 33 contains 22471 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 87487 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16627 members 
Mstep: Class 39 contains 7464 members 
Mstep: Class 40 contains 1680 members 
Mstep: Class 41 contains 86306 members 
Mstep: Class 42 contains 5836 members 
Mstep: Class 43 contains 18559 members 
Mstep: Class 44 contains 4250 members 
Mstep: Class 45 contains 48151 members 
Mstep: Class 46 contains 4186 members 
Mstep: Class 47 contains 76023 members 
Mstep: Class 48 contains 2483 members 
Mstep: Class 49 contains 28288 members 
Mstep: Class 50 contains 71926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87436312.000000 Penalty: 32677.640625
Iteration 320F: 51 clusters Score -8.743631e+07 nChanged 17912
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 68078 members 
Mstep: Class 3 contains 72476 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 47367 members 
Mstep: Class 6 contains 94470 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 8 contains 155074 members 
Mstep: Class 9 contains 68739 members 
Mstep: Class 10 contains 5628 members 
Mstep: Class 11 contains 16216 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10603 members 
Mstep: Class 14 contains 85558 members 
Mstep: Class 15 contains 11982 members 
Mstep: Class 16 contains 37676 members 
Mstep: Class 17 contains 7755 members 
Mstep: Class 18 contains 3771 members 
Mstep: Class 19 contains 76305 members 
Mstep: Class 20 contains 8794 members 
Mstep: Class 21 contains 79301 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 46351 members 
Mstep: Class 24 contains 6743 members 
Mstep: Class 25 contains 2087 members 
Mstep: Class 26 contains 60390 members 
Mstep: Class 27 contains 147400 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6525 members 
Mstep: Class 30 contains 10233 members 
Mstep: Class 31 contains 81077 members 
Mstep: Class 32 contains 1238 members 
Mstep: Class 33 contains 22514 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 88338 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16674 members 
Mstep: Class 39 contains 7473 members 
Mstep: Class 40 contains 1679 members 
Mstep: Class 41 contains 86835 members 
Mstep: Class 42 contains 5706 members 
Mstep: Class 43 contains 18578 members 
Mstep: Class 44 contains 4262 members 
Mstep: Class 45 contains 47819 members 
Mstep: Class 46 contains 3585 members 
Mstep: Class 47 contains 78269 members 
Mstep: Class 48 contains 2486 members 
Mstep: Class 49 contains 28475 members 
Mstep: Class 50 contains 69939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87438720.000000 Penalty: 32677.640625
Iteration 321Q: 51 clusters Score -8.743872e+07 nChanged 15972
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 68594 members 
Mstep: Class 3 contains 72224 members 
Mstep: Class 4 contains 1191 members 
Mstep: Class 5 contains 47378 members 
Mstep: Class 6 contains 94735 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 8 contains 155209 members 
Mstep: Class 9 contains 68368 members 
Mstep: Class 10 contains 5632 members 
Mstep: Class 11 contains 16205 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10777 members 
Mstep: Class 14 contains 85685 members 
Mstep: Class 15 contains 11963 members 
Mstep: Class 16 contains 37590 members 
Mstep: Class 17 contains 7748 members 
Mstep: Class 18 contains 3768 members 
Mstep: Class 19 contains 76424 members 
Mstep: Class 20 contains 8847 members 
Mstep: Class 21 contains 76448 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 46490 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 60619 members 
Mstep: Class 27 contains 147700 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6523 members 
Mstep: Class 30 contains 10179 members 
Mstep: Class 31 contains 81221 members 
Mstep: Class 32 contains 1239 members 
Mstep: Class 33 contains 22548 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 726 members 
Mstep: Class 36 contains 89069 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16683 members 
Mstep: Class 39 contains 7491 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 87328 members 
Mstep: Class 42 contains 5582 members 
Mstep: Class 43 contains 18600 members 
Mstep: Class 44 contains 4271 members 
Mstep: Class 45 contains 47465 members 
Mstep: Class 46 contains 3104 members 
Mstep: Class 47 contains 80521 members 
Mstep: Class 48 contains 2493 members 
Mstep: Class 49 contains 28675 members 
Mstep: Class 50 contains 68597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87440016.000000 Penalty: 32677.640625
Iteration 322Q: 51 clusters Score -8.744002e+07 nChanged 15260
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 69070 members 
Mstep: Class 3 contains 72061 members 
Mstep: Class 4 contains 1188 members 
Mstep: Class 5 contains 47384 members 
Mstep: Class 6 contains 94823 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 155343 members 
Mstep: Class 9 contains 68091 members 
Mstep: Class 10 contains 5632 members 
Mstep: Class 11 contains 16196 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10880 members 
Mstep: Class 14 contains 85765 members 
Mstep: Class 15 contains 11940 members 
Mstep: Class 16 contains 37523 members 
Mstep: Class 17 contains 7745 members 
Mstep: Class 18 contains 3767 members 
Mstep: Class 19 contains 76480 members 
Mstep: Class 20 contains 8893 members 
Mstep: Class 21 contains 73259 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 46555 members 
Mstep: Class 24 contains 6955 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 60827 members 
Mstep: Class 27 contains 148024 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6517 members 
Mstep: Class 30 contains 10132 members 
Mstep: Class 31 contains 81390 members 
Mstep: Class 32 contains 1240 members 
Mstep: Class 33 contains 22590 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 726 members 
Mstep: Class 36 contains 89680 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16707 members 
Mstep: Class 39 contains 7512 members 
Mstep: Class 40 contains 1676 members 
Mstep: Class 41 contains 87816 members 
Mstep: Class 42 contains 5479 members 
Mstep: Class 43 contains 18632 members 
Mstep: Class 44 contains 4278 members 
Mstep: Class 45 contains 47075 members 
Mstep: Class 46 contains 2682 members 
Mstep: Class 47 contains 82713 members 
Mstep: Class 48 contains 2507 members 
Mstep: Class 49 contains 28861 members 
Mstep: Class 50 contains 68023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87441456.000000 Penalty: 32677.640625
Iteration 323Q: 51 clusters Score -8.744146e+07 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 69560 members 
Mstep: Class 3 contains 71936 members 
Mstep: Class 4 contains 1187 members 
Mstep: Class 5 contains 47383 members 
Mstep: Class 6 contains 94765 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 8 contains 155436 members 
Mstep: Class 9 contains 67790 members 
Mstep: Class 10 contains 5632 members 
Mstep: Class 11 contains 16186 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10943 members 
Mstep: Class 14 contains 85790 members 
Mstep: Class 15 contains 11905 members 
Mstep: Class 16 contains 37434 members 
Mstep: Class 17 contains 7726 members 
Mstep: Class 18 contains 3746 members 
Mstep: Class 19 contains 76589 members 
Mstep: Class 20 contains 8935 members 
Mstep: Class 21 contains 70110 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 46623 members 
Mstep: Class 24 contains 7063 members 
Mstep: Class 25 contains 2083 members 
Mstep: Class 26 contains 61029 members 
Mstep: Class 27 contains 148418 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6512 members 
Mstep: Class 30 contains 10055 members 
Mstep: Class 31 contains 81506 members 
Mstep: Class 32 contains 1241 members 
Mstep: Class 33 contains 22633 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 727 members 
Mstep: Class 36 contains 90150 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16734 members 
Mstep: Class 39 contains 7540 members 
Mstep: Class 40 contains 1676 members 
Mstep: Class 41 contains 88297 members 
Mstep: Class 42 contains 5450 members 
Mstep: Class 43 contains 18663 members 
Mstep: Class 44 contains 4274 members 
Mstep: Class 45 contains 46725 members 
Mstep: Class 46 contains 2384 members 
Mstep: Class 47 contains 84552 members 
Mstep: Class 48 contains 2515 members 
Mstep: Class 49 contains 28947 members 
Mstep: Class 50 contains 68021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87441912.000000 Penalty: 32677.640625
Iteration 324Q: 51 clusters Score -8.744191e+07 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 70116 members 
Mstep: Class 3 contains 71863 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 47389 members 
Mstep: Class 6 contains 94607 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 8 contains 155511 members 
Mstep: Class 9 contains 67504 members 
Mstep: Class 10 contains 5632 members 
Mstep: Class 11 contains 16169 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10979 members 
Mstep: Class 14 contains 85837 members 
Mstep: Class 15 contains 11891 members 
Mstep: Class 16 contains 37334 members 
Mstep: Class 17 contains 7714 members 
Mstep: Class 18 contains 3718 members 
Mstep: Class 19 contains 76508 members 
Mstep: Class 20 contains 8983 members 
Mstep: Class 21 contains 66998 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 46701 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 61259 members 
Mstep: Class 27 contains 148819 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6508 members 
Mstep: Class 30 contains 10003 members 
Mstep: Class 31 contains 81605 members 
Mstep: Class 32 contains 1243 members 
Mstep: Class 33 contains 22663 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 726 members 
Mstep: Class 36 contains 90614 members 
Mstep: Class 37 contains 8220 members 
Mstep: Class 38 contains 16743 members 
Mstep: Class 39 contains 7571 members 
Mstep: Class 40 contains 1676 members 
Mstep: Class 41 contains 88818 members 
Mstep: Class 42 contains 5467 members 
Mstep: Class 43 contains 18689 members 
Mstep: Class 44 contains 4270 members 
Mstep: Class 45 contains 46364 members 
Mstep: Class 46 contains 2166 members 
Mstep: Class 47 contains 85954 members 
Mstep: Class 48 contains 2517 members 
Mstep: Class 49 contains 29036 members 
Mstep: Class 50 contains 68442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442088.000000 Penalty: 32677.640625
Iteration 325Q: 51 clusters Score -8.744209e+07 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 70684 members 
Mstep: Class 3 contains 71866 members 
Mstep: Class 4 contains 1198 members 
Mstep: Class 5 contains 47415 members 
Mstep: Class 6 contains 94332 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 8 contains 155572 members 
Mstep: Class 9 contains 67184 members 
Mstep: Class 10 contains 5633 members 
Mstep: Class 11 contains 16158 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10985 members 
Mstep: Class 14 contains 85942 members 
Mstep: Class 15 contains 11884 members 
Mstep: Class 16 contains 37173 members 
Mstep: Class 17 contains 7712 members 
Mstep: Class 18 contains 3677 members 
Mstep: Class 19 contains 76515 members 
Mstep: Class 20 contains 9014 members 
Mstep: Class 21 contains 63970 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 46751 members 
Mstep: Class 24 contains 7265 members 
Mstep: Class 25 contains 2088 members 
Mstep: Class 26 contains 61470 members 
Mstep: Class 27 contains 149173 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6506 members 
Mstep: Class 30 contains 9952 members 
Mstep: Class 31 contains 81684 members 
Mstep: Class 32 contains 1244 members 
Mstep: Class 33 contains 22715 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 90982 members 
Mstep: Class 37 contains 8219 members 
Mstep: Class 38 contains 16769 members 
Mstep: Class 39 contains 7605 members 
Mstep: Class 40 contains 1676 members 
Mstep: Class 41 contains 89320 members 
Mstep: Class 42 contains 5517 members 
Mstep: Class 43 contains 18704 members 
Mstep: Class 44 contains 4264 members 
Mstep: Class 45 contains 46026 members 
Mstep: Class 46 contains 2027 members 
Mstep: Class 47 contains 86895 members 
Mstep: Class 48 contains 2516 members 
Mstep: Class 49 contains 29071 members 
Mstep: Class 50 contains 69362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442448.000000 Penalty: 32677.640625
Iteration 326Q: 51 clusters Score -8.744245e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 71312 members 
Mstep: Class 3 contains 71936 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 47437 members 
Mstep: Class 6 contains 94000 members 
Mstep: Class 7 contains 4520 members 
Mstep: Class 8 contains 155599 members 
Mstep: Class 9 contains 66852 members 
Mstep: Class 10 contains 5633 members 
Mstep: Class 11 contains 16143 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11005 members 
Mstep: Class 14 contains 86030 members 
Mstep: Class 15 contains 11895 members 
Mstep: Class 16 contains 36963 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 3628 members 
Mstep: Class 19 contains 76577 members 
Mstep: Class 20 contains 9032 members 
Mstep: Class 21 contains 60795 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 46781 members 
Mstep: Class 24 contains 7357 members 
Mstep: Class 25 contains 2086 members 
Mstep: Class 26 contains 61692 members 
Mstep: Class 27 contains 149519 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6504 members 
Mstep: Class 30 contains 9895 members 
Mstep: Class 31 contains 81736 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 22765 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 724 members 
Mstep: Class 36 contains 91293 members 
Mstep: Class 37 contains 8217 members 
Mstep: Class 38 contains 16811 members 
Mstep: Class 39 contains 7633 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 89666 members 
Mstep: Class 42 contains 5564 members 
Mstep: Class 43 contains 18729 members 
Mstep: Class 44 contains 4259 members 
Mstep: Class 45 contains 45675 members 
Mstep: Class 46 contains 1899 members 
Mstep: Class 47 contains 87801 members 
Mstep: Class 48 contains 2509 members 
Mstep: Class 49 contains 29193 members 
Mstep: Class 50 contains 70641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442352.000000 Penalty: 32677.640625
Iteration 327Q: 51 clusters Score -8.744235e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 71957 members 
Mstep: Class 3 contains 72032 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 47450 members 
Mstep: Class 6 contains 93623 members 
Mstep: Class 7 contains 4511 members 
Mstep: Class 8 contains 155658 members 
Mstep: Class 9 contains 66546 members 
Mstep: Class 10 contains 5637 members 
Mstep: Class 11 contains 16130 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11026 members 
Mstep: Class 14 contains 86102 members 
Mstep: Class 15 contains 11886 members 
Mstep: Class 16 contains 36760 members 
Mstep: Class 17 contains 7674 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 76517 members 
Mstep: Class 20 contains 9052 members 
Mstep: Class 21 contains 57411 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 46807 members 
Mstep: Class 24 contains 7419 members 
Mstep: Class 25 contains 2088 members 
Mstep: Class 26 contains 61922 members 
Mstep: Class 27 contains 149834 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6501 members 
Mstep: Class 30 contains 9864 members 
Mstep: Class 31 contains 81793 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 22796 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 91573 members 
Mstep: Class 37 contains 8216 members 
Mstep: Class 38 contains 16837 members 
Mstep: Class 39 contains 7654 members 
Mstep: Class 40 contains 1677 members 
Mstep: Class 41 contains 90047 members 
Mstep: Class 42 contains 5603 members 
Mstep: Class 43 contains 18754 members 
Mstep: Class 44 contains 4256 members 
Mstep: Class 45 contains 45329 members 
Mstep: Class 46 contains 1778 members 
Mstep: Class 47 contains 88794 members 
Mstep: Class 48 contains 2509 members 
Mstep: Class 49 contains 29294 members 
Mstep: Class 50 contains 72197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442272.000000 Penalty: 32677.640625
Iteration 328Q: 51 clusters Score -8.744227e+07 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 72660 members 
Mstep: Class 3 contains 72181 members 
Mstep: Class 4 contains 1232 members 
Mstep: Class 5 contains 47465 members 
Mstep: Class 6 contains 93096 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 8 contains 155724 members 
Mstep: Class 9 contains 66245 members 
Mstep: Class 10 contains 5641 members 
Mstep: Class 11 contains 16115 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11056 members 
Mstep: Class 14 contains 86207 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 36544 members 
Mstep: Class 17 contains 7656 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 76561 members 
Mstep: Class 20 contains 9055 members 
Mstep: Class 21 contains 54013 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 46817 members 
Mstep: Class 24 contains 7471 members 
Mstep: Class 25 contains 2090 members 
Mstep: Class 26 contains 62182 members 
Mstep: Class 27 contains 150157 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6497 members 
Mstep: Class 30 contains 9844 members 
Mstep: Class 31 contains 81905 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 22822 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 91818 members 
Mstep: Class 37 contains 8216 members 
Mstep: Class 38 contains 16872 members 
Mstep: Class 39 contains 7669 members 
Mstep: Class 40 contains 1675 members 
Mstep: Class 41 contains 90390 members 
Mstep: Class 42 contains 5634 members 
Mstep: Class 43 contains 18774 members 
Mstep: Class 44 contains 4247 members 
Mstep: Class 45 contains 44909 members 
Mstep: Class 46 contains 1660 members 
Mstep: Class 47 contains 89745 members 
Mstep: Class 48 contains 2510 members 
Mstep: Class 49 contains 29346 members 
Mstep: Class 50 contains 73866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442896.000000 Penalty: 32677.640625
Iteration 329Q: 51 clusters Score -8.74429e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 73404 members 
Mstep: Class 3 contains 72330 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 47484 members 
Mstep: Class 6 contains 92541 members 
Mstep: Class 7 contains 4488 members 
Mstep: Class 8 contains 155770 members 
Mstep: Class 9 contains 65973 members 
Mstep: Class 10 contains 5648 members 
Mstep: Class 11 contains 16100 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11086 members 
Mstep: Class 14 contains 86296 members 
Mstep: Class 15 contains 11875 members 
Mstep: Class 16 contains 36338 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 3572 members 
Mstep: Class 19 contains 76555 members 
Mstep: Class 20 contains 9070 members 
Mstep: Class 21 contains 50543 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 46869 members 
Mstep: Class 24 contains 7522 members 
Mstep: Class 25 contains 2091 members 
Mstep: Class 26 contains 62430 members 
Mstep: Class 27 contains 150381 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6488 members 
Mstep: Class 30 contains 9820 members 
Mstep: Class 31 contains 81969 members 
Mstep: Class 32 contains 1245 members 
Mstep: Class 33 contains 22865 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 92027 members 
Mstep: Class 37 contains 8216 members 
Mstep: Class 38 contains 16908 members 
Mstep: Class 39 contains 7683 members 
Mstep: Class 40 contains 1677 members 
Mstep: Class 41 contains 90687 members 
Mstep: Class 42 contains 5652 members 
Mstep: Class 43 contains 18805 members 
Mstep: Class 44 contains 4239 members 
Mstep: Class 45 contains 44540 members 
Mstep: Class 46 contains 1556 members 
Mstep: Class 47 contains 90738 members 
Mstep: Class 48 contains 2516 members 
Mstep: Class 49 contains 29404 members 
Mstep: Class 50 contains 75695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87443024.000000 Penalty: 32677.640625
Iteration 330Q: 51 clusters Score -8.744302e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 74161 members 
Mstep: Class 3 contains 72492 members 
Mstep: Class 4 contains 1239 members 
Mstep: Class 5 contains 47497 members 
Mstep: Class 6 contains 91996 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 155769 members 
Mstep: Class 9 contains 65719 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 16088 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11091 members 
Mstep: Class 14 contains 86375 members 
Mstep: Class 15 contains 11853 members 
Mstep: Class 16 contains 36124 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 76565 members 
Mstep: Class 20 contains 9084 members 
Mstep: Class 21 contains 47042 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 46959 members 
Mstep: Class 24 contains 7551 members 
Mstep: Class 25 contains 2092 members 
Mstep: Class 26 contains 62675 members 
Mstep: Class 27 contains 150596 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6484 members 
Mstep: Class 30 contains 9782 members 
Mstep: Class 31 contains 82004 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 33 contains 22917 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 92157 members 
Mstep: Class 37 contains 8216 members 
Mstep: Class 38 contains 16930 members 
Mstep: Class 39 contains 7701 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 90968 members 
Mstep: Class 42 contains 5661 members 
Mstep: Class 43 contains 18831 members 
Mstep: Class 44 contains 4238 members 
Mstep: Class 45 contains 44184 members 
Mstep: Class 46 contains 1453 members 
Mstep: Class 47 contains 91740 members 
Mstep: Class 48 contains 2521 members 
Mstep: Class 49 contains 29440 members 
Mstep: Class 50 contains 77721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442392.000000 Penalty: 32677.640625
Iteration 331Q: 51 clusters Score -8.744239e+07 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 74888 members 
Mstep: Class 3 contains 72639 members 
Mstep: Class 4 contains 1243 members 
Mstep: Class 5 contains 47520 members 
Mstep: Class 6 contains 91478 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 155696 members 
Mstep: Class 9 contains 65427 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 16073 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11080 members 
Mstep: Class 14 contains 86446 members 
Mstep: Class 15 contains 11818 members 
Mstep: Class 16 contains 35933 members 
Mstep: Class 17 contains 7601 members 
Mstep: Class 18 contains 3530 members 
Mstep: Class 19 contains 76585 members 
Mstep: Class 20 contains 9087 members 
Mstep: Class 21 contains 43625 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 47018 members 
Mstep: Class 24 contains 7580 members 
Mstep: Class 25 contains 2090 members 
Mstep: Class 26 contains 62941 members 
Mstep: Class 27 contains 150805 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6478 members 
Mstep: Class 30 contains 9743 members 
Mstep: Class 31 contains 81998 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 22959 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 92209 members 
Mstep: Class 37 contains 8216 members 
Mstep: Class 38 contains 16990 members 
Mstep: Class 39 contains 7710 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 91160 members 
Mstep: Class 42 contains 5678 members 
Mstep: Class 43 contains 18853 members 
Mstep: Class 44 contains 4241 members 
Mstep: Class 45 contains 43788 members 
Mstep: Class 46 contains 1360 members 
Mstep: Class 47 contains 92667 members 
Mstep: Class 48 contains 2536 members 
Mstep: Class 49 contains 29541 members 
Mstep: Class 50 contains 80034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442024.000000 Penalty: 32677.640625
Iteration 332Q: 51 clusters Score -8.744202e+07 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 75734 members 
Mstep: Class 3 contains 72740 members 
Mstep: Class 4 contains 1236 members 
Mstep: Class 5 contains 47550 members 
Mstep: Class 6 contains 90882 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 155620 members 
Mstep: Class 9 contains 65135 members 
Mstep: Class 10 contains 5658 members 
Mstep: Class 11 contains 16063 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11070 members 
Mstep: Class 14 contains 86484 members 
Mstep: Class 15 contains 11807 members 
Mstep: Class 16 contains 35720 members 
Mstep: Class 17 contains 7594 members 
Mstep: Class 18 contains 3507 members 
Mstep: Class 19 contains 76533 members 
Mstep: Class 20 contains 9090 members 
Mstep: Class 21 contains 40417 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 47099 members 
Mstep: Class 24 contains 7596 members 
Mstep: Class 25 contains 2093 members 
Mstep: Class 26 contains 63204 members 
Mstep: Class 27 contains 151030 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6476 members 
Mstep: Class 30 contains 9724 members 
Mstep: Class 31 contains 81980 members 
Mstep: Class 32 contains 1248 members 
Mstep: Class 33 contains 22999 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 92210 members 
Mstep: Class 37 contains 8216 members 
Mstep: Class 38 contains 17062 members 
Mstep: Class 39 contains 7721 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 91343 members 
Mstep: Class 42 contains 5704 members 
Mstep: Class 43 contains 18869 members 
Mstep: Class 44 contains 4238 members 
Mstep: Class 45 contains 43416 members 
Mstep: Class 46 contains 1295 members 
Mstep: Class 47 contains 93296 members 
Mstep: Class 48 contains 2543 members 
Mstep: Class 49 contains 29601 members 
Mstep: Class 50 contains 82576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442368.000000 Penalty: 32677.640625
Iteration 333Q: 51 clusters Score -8.744237e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 76659 members 
Mstep: Class 3 contains 72817 members 
Mstep: Class 4 contains 1234 members 
Mstep: Class 5 contains 47574 members 
Mstep: Class 6 contains 90212 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 155505 members 
Mstep: Class 9 contains 64781 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 16054 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11081 members 
Mstep: Class 14 contains 86479 members 
Mstep: Class 15 contains 11790 members 
Mstep: Class 16 contains 35535 members 
Mstep: Class 17 contains 7582 members 
Mstep: Class 18 contains 3484 members 
Mstep: Class 19 contains 76398 members 
Mstep: Class 20 contains 9102 members 
Mstep: Class 21 contains 37478 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 47205 members 
Mstep: Class 24 contains 7608 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 63483 members 
Mstep: Class 27 contains 151179 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6472 members 
Mstep: Class 30 contains 9723 members 
Mstep: Class 31 contains 81945 members 
Mstep: Class 32 contains 1246 members 
Mstep: Class 33 contains 23057 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 92170 members 
Mstep: Class 37 contains 8216 members 
Mstep: Class 38 contains 17144 members 
Mstep: Class 39 contains 7726 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 91513 members 
Mstep: Class 42 contains 5733 members 
Mstep: Class 43 contains 18890 members 
Mstep: Class 44 contains 4224 members 
Mstep: Class 45 contains 43073 members 
Mstep: Class 46 contains 1217 members 
Mstep: Class 47 contains 93744 members 
Mstep: Class 48 contains 2549 members 
Mstep: Class 49 contains 29664 members 
Mstep: Class 50 contains 85294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442248.000000 Penalty: 32677.640625
Iteration 334Q: 51 clusters Score -8.744225e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 77633 members 
Mstep: Class 3 contains 72847 members 
Mstep: Class 4 contains 1232 members 
Mstep: Class 5 contains 47594 members 
Mstep: Class 6 contains 89404 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 155383 members 
Mstep: Class 9 contains 64445 members 
Mstep: Class 10 contains 5667 members 
Mstep: Class 11 contains 16048 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11113 members 
Mstep: Class 14 contains 86437 members 
Mstep: Class 15 contains 11780 members 
Mstep: Class 16 contains 35388 members 
Mstep: Class 17 contains 7564 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 76304 members 
Mstep: Class 20 contains 9088 members 
Mstep: Class 21 contains 34967 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 47321 members 
Mstep: Class 24 contains 7620 members 
Mstep: Class 25 contains 2097 members 
Mstep: Class 26 contains 63778 members 
Mstep: Class 27 contains 151291 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6471 members 
Mstep: Class 30 contains 9735 members 
Mstep: Class 31 contains 81845 members 
Mstep: Class 32 contains 1247 members 
Mstep: Class 33 contains 23118 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 92111 members 
Mstep: Class 37 contains 8216 members 
Mstep: Class 38 contains 17231 members 
Mstep: Class 39 contains 7741 members 
Mstep: Class 40 contains 1679 members 
Mstep: Class 41 contains 91672 members 
Mstep: Class 42 contains 5769 members 
Mstep: Class 43 contains 18905 members 
Mstep: Class 44 contains 4213 members 
Mstep: Class 45 contains 42754 members 
Mstep: Class 46 contains 1160 members 
Mstep: Class 47 contains 93576 members 
Mstep: Class 48 contains 2554 members 
Mstep: Class 49 contains 29733 members 
Mstep: Class 50 contains 88302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87441616.000000 Penalty: 32677.640625
Iteration 335Q: 51 clusters Score -8.744162e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 78731 members 
Mstep: Class 3 contains 72872 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 47622 members 
Mstep: Class 6 contains 88496 members 
Mstep: Class 7 contains 4466 members 
Mstep: Class 8 contains 155213 members 
Mstep: Class 9 contains 64140 members 
Mstep: Class 10 contains 5670 members 
Mstep: Class 11 contains 16042 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11119 members 
Mstep: Class 14 contains 86349 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 35239 members 
Mstep: Class 17 contains 7542 members 
Mstep: Class 18 contains 3368 members 
Mstep: Class 19 contains 76232 members 
Mstep: Class 20 contains 9071 members 
Mstep: Class 21 contains 33026 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 47425 members 
Mstep: Class 24 contains 7622 members 
Mstep: Class 25 contains 2098 members 
Mstep: Class 26 contains 64114 members 
Mstep: Class 27 contains 151375 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6470 members 
Mstep: Class 30 contains 9750 members 
Mstep: Class 31 contains 81691 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 23189 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 92051 members 
Mstep: Class 37 contains 8217 members 
Mstep: Class 38 contains 17323 members 
Mstep: Class 39 contains 7756 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 91776 members 
Mstep: Class 42 contains 5819 members 
Mstep: Class 43 contains 18916 members 
Mstep: Class 44 contains 4205 members 
Mstep: Class 45 contains 42425 members 
Mstep: Class 46 contains 1114 members 
Mstep: Class 47 contains 92771 members 
Mstep: Class 48 contains 2562 members 
Mstep: Class 49 contains 29848 members 
Mstep: Class 50 contains 91471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87441832.000000 Penalty: 32677.640625
Iteration 336Q: 51 clusters Score -8.744183e+07 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 79825 members 
Mstep: Class 3 contains 72838 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 47644 members 
Mstep: Class 6 contains 87465 members 
Mstep: Class 7 contains 4466 members 
Mstep: Class 8 contains 155022 members 
Mstep: Class 9 contains 63877 members 
Mstep: Class 10 contains 5673 members 
Mstep: Class 11 contains 16041 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11086 members 
Mstep: Class 14 contains 86225 members 
Mstep: Class 15 contains 11733 members 
Mstep: Class 16 contains 35101 members 
Mstep: Class 17 contains 7523 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 76205 members 
Mstep: Class 20 contains 9053 members 
Mstep: Class 21 contains 31433 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 47543 members 
Mstep: Class 24 contains 7615 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 64492 members 
Mstep: Class 27 contains 151496 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6465 members 
Mstep: Class 30 contains 9761 members 
Mstep: Class 31 contains 81494 members 
Mstep: Class 32 contains 1249 members 
Mstep: Class 33 contains 23260 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 716 members 
Mstep: Class 36 contains 92001 members 
Mstep: Class 37 contains 8216 members 
Mstep: Class 38 contains 17386 members 
Mstep: Class 39 contains 7768 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 91873 members 
Mstep: Class 42 contains 5860 members 
Mstep: Class 43 contains 18927 members 
Mstep: Class 44 contains 4203 members 
Mstep: Class 45 contains 42104 members 
Mstep: Class 46 contains 1068 members 
Mstep: Class 47 contains 91612 members 
Mstep: Class 48 contains 2578 members 
Mstep: Class 49 contains 29906 members 
Mstep: Class 50 contains 94872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87442272.000000 Penalty: 32677.640625
Iteration 337Q: 51 clusters Score -8.744227e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 81038 members 
Mstep: Class 3 contains 72759 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 47676 members 
Mstep: Class 6 contains 86245 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 154803 members 
Mstep: Class 9 contains 63638 members 
Mstep: Class 10 contains 5675 members 
Mstep: Class 11 contains 16038 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 11054 members 
Mstep: Class 14 contains 86065 members 
Mstep: Class 15 contains 11701 members 
Mstep: Class 16 contains 34957 members 
Mstep: Class 17 contains 7498 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 76203 members 
Mstep: Class 20 contains 9033 members 
Mstep: Class 21 contains 30199 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 47641 members 
Mstep: Class 24 contains 7587 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 64898 members 
Mstep: Class 27 contains 151568 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6465 members 
Mstep: Class 30 contains 9779 members 
Mstep: Class 31 contains 81257 members 
Mstep: Class 32 contains 1250 members 
Mstep: Class 33 contains 23325 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 91934 members 
Mstep: Class 37 contains 8214 members 
Mstep: Class 38 contains 17455 members 
Mstep: Class 39 contains 7783 members 
Mstep: Class 40 contains 1677 members 
Mstep: Class 41 contains 91978 members 
Mstep: Class 42 contains 5914 members 
Mstep: Class 43 contains 18931 members 
Mstep: Class 44 contains 4208 members 
Mstep: Class 45 contains 41811 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 90237 members 
Mstep: Class 48 contains 2591 members 
Mstep: Class 49 contains 29921 members 
Mstep: Class 50 contains 98347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87443304.000000 Penalty: 32677.640625
Iteration 338Q: 51 clusters Score -8.74433e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 82395 members 
Mstep: Class 3 contains 72636 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 47708 members 
Mstep: Class 6 contains 84949 members 
Mstep: Class 7 contains 4477 members 
Mstep: Class 8 contains 154562 members 
Mstep: Class 9 contains 63446 members 
Mstep: Class 10 contains 5676 members 
Mstep: Class 11 contains 16033 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10987 members 
Mstep: Class 14 contains 85866 members 
Mstep: Class 15 contains 11667 members 
Mstep: Class 16 contains 34856 members 
Mstep: Class 17 contains 7475 members 
Mstep: Class 18 contains 3136 members 
Mstep: Class 19 contains 76236 members 
Mstep: Class 20 contains 9037 members 
Mstep: Class 21 contains 29303 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 47727 members 
Mstep: Class 24 contains 7546 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 65306 members 
Mstep: Class 27 contains 151611 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6466 members 
Mstep: Class 30 contains 9811 members 
Mstep: Class 31 contains 80973 members 
Mstep: Class 32 contains 1250 members 
Mstep: Class 33 contains 23391 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 720 members 
Mstep: Class 36 contains 91813 members 
Mstep: Class 37 contains 8215 members 
Mstep: Class 38 contains 17503 members 
Mstep: Class 39 contains 7806 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 91995 members 
Mstep: Class 42 contains 5950 members 
Mstep: Class 43 contains 18933 members 
Mstep: Class 44 contains 4201 members 
Mstep: Class 45 contains 41495 members 
Mstep: Class 46 contains 972 members 
Mstep: Class 47 contains 88499 members 
Mstep: Class 48 contains 2611 members 
Mstep: Class 49 contains 30026 members 
Mstep: Class 50 contains 101985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87443952.000000 Penalty: 32677.640625
Iteration 339Q: 51 clusters Score -8.744395e+07 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 83903 members 
Mstep: Class 3 contains 72469 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 47735 members 
Mstep: Class 6 contains 83499 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 154320 members 
Mstep: Class 9 contains 63311 members 
Mstep: Class 10 contains 5679 members 
Mstep: Class 11 contains 16028 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10886 members 
Mstep: Class 14 contains 85649 members 
Mstep: Class 15 contains 11626 members 
Mstep: Class 16 contains 34735 members 
Mstep: Class 17 contains 7449 members 
Mstep: Class 18 contains 2987 members 
Mstep: Class 19 contains 76298 members 
Mstep: Class 20 contains 9016 members 
Mstep: Class 21 contains 28705 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 47818 members 
Mstep: Class 24 contains 7480 members 
Mstep: Class 25 contains 2106 members 
Mstep: Class 26 contains 65694 members 
Mstep: Class 27 contains 151649 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6460 members 
Mstep: Class 30 contains 9810 members 
Mstep: Class 31 contains 80717 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 33 contains 23439 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 91734 members 
Mstep: Class 37 contains 8217 members 
Mstep: Class 38 contains 17554 members 
Mstep: Class 39 contains 7823 members 
Mstep: Class 40 contains 1678 members 
Mstep: Class 41 contains 91997 members 
Mstep: Class 42 contains 5984 members 
Mstep: Class 43 contains 18948 members 
Mstep: Class 44 contains 4198 members 
Mstep: Class 45 contains 41176 members 
Mstep: Class 46 contains 933 members 
Mstep: Class 47 contains 86591 members 
Mstep: Class 48 contains 2636 members 
Mstep: Class 49 contains 30159 members 
Mstep: Class 50 contains 105615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87445408.000000 Penalty: 32677.640625
Iteration 340F: 51 clusters Score -8.744541e+07 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 85494 members 
Mstep: Class 3 contains 72243 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 47768 members 
Mstep: Class 6 contains 81942 members 
Mstep: Class 7 contains 4495 members 
Mstep: Class 8 contains 154032 members 
Mstep: Class 9 contains 63193 members 
Mstep: Class 10 contains 5678 members 
Mstep: Class 11 contains 16023 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10759 members 
Mstep: Class 14 contains 85374 members 
Mstep: Class 15 contains 11602 members 
Mstep: Class 16 contains 34640 members 
Mstep: Class 17 contains 7434 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 76435 members 
Mstep: Class 20 contains 8986 members 
Mstep: Class 21 contains 26280 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 47916 members 
Mstep: Class 24 contains 7395 members 
Mstep: Class 25 contains 2110 members 
Mstep: Class 26 contains 66083 members 
Mstep: Class 27 contains 151664 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6458 members 
Mstep: Class 30 contains 9803 members 
Mstep: Class 31 contains 80469 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 33 contains 23497 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 721 members 
Mstep: Class 36 contains 91663 members 
Mstep: Class 37 contains 8212 members 
Mstep: Class 38 contains 17620 members 
Mstep: Class 39 contains 7835 members 
Mstep: Class 40 contains 1677 members 
Mstep: Class 41 contains 92035 members 
Mstep: Class 42 contains 6012 members 
Mstep: Class 43 contains 18952 members 
Mstep: Class 44 contains 4186 members 
Mstep: Class 45 contains 40875 members 
Mstep: Class 46 contains 896 members 
Mstep: Class 47 contains 86674 members 
Mstep: Class 48 contains 2651 members 
Mstep: Class 49 contains 30180 members 
Mstep: Class 50 contains 109307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87446144.000000 Penalty: 32677.640625
Iteration 341Q: 51 clusters Score -8.744614e+07 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 87048 members 
Mstep: Class 3 contains 72012 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 47807 members 
Mstep: Class 6 contains 80416 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 153736 members 
Mstep: Class 9 contains 63075 members 
Mstep: Class 10 contains 5677 members 
Mstep: Class 11 contains 16023 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10586 members 
Mstep: Class 14 contains 85032 members 
Mstep: Class 15 contains 11589 members 
Mstep: Class 16 contains 34557 members 
Mstep: Class 17 contains 7426 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 76616 members 
Mstep: Class 20 contains 8957 members 
Mstep: Class 21 contains 24051 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 48006 members 
Mstep: Class 24 contains 7301 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 66479 members 
Mstep: Class 27 contains 151662 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6454 members 
Mstep: Class 30 contains 9797 members 
Mstep: Class 31 contains 80250 members 
Mstep: Class 32 contains 1251 members 
Mstep: Class 33 contains 23558 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 91557 members 
Mstep: Class 37 contains 8211 members 
Mstep: Class 38 contains 17693 members 
Mstep: Class 39 contains 7856 members 
Mstep: Class 40 contains 1677 members 
Mstep: Class 41 contains 92042 members 
Mstep: Class 42 contains 6039 members 
Mstep: Class 43 contains 18959 members 
Mstep: Class 44 contains 4178 members 
Mstep: Class 45 contains 40550 members 
Mstep: Class 46 contains 858 members 
Mstep: Class 47 contains 86662 members 
Mstep: Class 48 contains 2657 members 
Mstep: Class 49 contains 30236 members 
Mstep: Class 50 contains 112996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87445960.000000 Penalty: 32677.640625
Iteration 342Q: 51 clusters Score -8.744596e+07 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 88363 members 
Mstep: Class 3 contains 71780 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 47842 members 
Mstep: Class 6 contains 79078 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 8 contains 153486 members 
Mstep: Class 9 contains 62994 members 
Mstep: Class 10 contains 5671 members 
Mstep: Class 11 contains 16021 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 84647 members 
Mstep: Class 15 contains 11584 members 
Mstep: Class 16 contains 34499 members 
Mstep: Class 17 contains 7418 members 
Mstep: Class 18 contains 2398 members 
Mstep: Class 19 contains 76861 members 
Mstep: Class 20 contains 8912 members 
Mstep: Class 21 contains 21971 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 48112 members 
Mstep: Class 24 contains 7202 members 
Mstep: Class 25 contains 2108 members 
Mstep: Class 26 contains 66906 members 
Mstep: Class 27 contains 151653 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6446 members 
Mstep: Class 30 contains 9800 members 
Mstep: Class 31 contains 80049 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 33 contains 23619 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 91415 members 
Mstep: Class 37 contains 8209 members 
Mstep: Class 38 contains 17794 members 
Mstep: Class 39 contains 7877 members 
Mstep: Class 40 contains 1677 members 
Mstep: Class 41 contains 92078 members 
Mstep: Class 42 contains 6078 members 
Mstep: Class 43 contains 18971 members 
Mstep: Class 44 contains 4174 members 
Mstep: Class 45 contains 40212 members 
Mstep: Class 46 contains 824 members 
Mstep: Class 47 contains 86451 members 
Mstep: Class 48 contains 2661 members 
Mstep: Class 49 contains 30240 members 
Mstep: Class 50 contains 116668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87445816.000000 Penalty: 32677.640625
Iteration 343Q: 51 clusters Score -8.744582e+07 nChanged 12732
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 89542 members 
Mstep: Class 3 contains 71481 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 47867 members 
Mstep: Class 6 contains 78000 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 153266 members 
Mstep: Class 9 contains 62989 members 
Mstep: Class 10 contains 5672 members 
Mstep: Class 11 contains 16022 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10233 members 
Mstep: Class 14 contains 84224 members 
Mstep: Class 15 contains 11580 members 
Mstep: Class 16 contains 34405 members 
Mstep: Class 17 contains 7417 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 77130 members 
Mstep: Class 20 contains 8864 members 
Mstep: Class 21 contains 20163 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 48212 members 
Mstep: Class 24 contains 7118 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 67328 members 
Mstep: Class 27 contains 151654 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6441 members 
Mstep: Class 30 contains 9812 members 
Mstep: Class 31 contains 79864 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 33 contains 23673 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 717 members 
Mstep: Class 36 contains 91248 members 
Mstep: Class 37 contains 8209 members 
Mstep: Class 38 contains 17930 members 
Mstep: Class 39 contains 7902 members 
Mstep: Class 40 contains 1679 members 
Mstep: Class 41 contains 92084 members 
Mstep: Class 42 contains 6096 members 
Mstep: Class 43 contains 18978 members 
Mstep: Class 44 contains 4166 members 
Mstep: Class 45 contains 39830 members 
Mstep: Class 46 contains 784 members 
Mstep: Class 47 contains 85989 members 
Mstep: Class 48 contains 2663 members 
Mstep: Class 49 contains 30325 members 
Mstep: Class 50 contains 120178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87445928.000000 Penalty: 32677.640625
Iteration 344Q: 51 clusters Score -8.744593e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 90685 members 
Mstep: Class 3 contains 71174 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 47904 members 
Mstep: Class 6 contains 77110 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 8 contains 153028 members 
Mstep: Class 9 contains 63060 members 
Mstep: Class 10 contains 5672 members 
Mstep: Class 11 contains 16022 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10053 members 
Mstep: Class 14 contains 83802 members 
Mstep: Class 15 contains 11560 members 
Mstep: Class 16 contains 34288 members 
Mstep: Class 17 contains 7410 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 77357 members 
Mstep: Class 20 contains 8797 members 
Mstep: Class 21 contains 18563 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 48319 members 
Mstep: Class 24 contains 7032 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 67733 members 
Mstep: Class 27 contains 151631 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6431 members 
Mstep: Class 30 contains 9819 members 
Mstep: Class 31 contains 79684 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 23738 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 718 members 
Mstep: Class 36 contains 91147 members 
Mstep: Class 37 contains 8209 members 
Mstep: Class 38 contains 18047 members 
Mstep: Class 39 contains 7929 members 
Mstep: Class 40 contains 1680 members 
Mstep: Class 41 contains 92107 members 
Mstep: Class 42 contains 6113 members 
Mstep: Class 43 contains 18984 members 
Mstep: Class 44 contains 4161 members 
Mstep: Class 45 contains 39478 members 
Mstep: Class 46 contains 764 members 
Mstep: Class 47 contains 85212 members 
Mstep: Class 48 contains 2667 members 
Mstep: Class 49 contains 30402 members 
Mstep: Class 50 contains 123595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87445632.000000 Penalty: 32677.640625
Iteration 345Q: 51 clusters Score -8.744563e+07 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 91649 members 
Mstep: Class 3 contains 70865 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 47932 members 
Mstep: Class 6 contains 76355 members 
Mstep: Class 7 contains 4520 members 
Mstep: Class 8 contains 152827 members 
Mstep: Class 9 contains 63234 members 
Mstep: Class 10 contains 5669 members 
Mstep: Class 11 contains 16030 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9861 members 
Mstep: Class 14 contains 83373 members 
Mstep: Class 15 contains 11547 members 
Mstep: Class 16 contains 34124 members 
Mstep: Class 17 contains 7404 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 77608 members 
Mstep: Class 20 contains 8703 members 
Mstep: Class 21 contains 17066 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 48438 members 
Mstep: Class 24 contains 6951 members 
Mstep: Class 25 contains 2096 members 
Mstep: Class 26 contains 68133 members 
Mstep: Class 27 contains 151672 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6421 members 
Mstep: Class 30 contains 9816 members 
Mstep: Class 31 contains 79481 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 33 contains 23797 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 91059 members 
Mstep: Class 37 contains 8210 members 
Mstep: Class 38 contains 18179 members 
Mstep: Class 39 contains 7958 members 
Mstep: Class 40 contains 1682 members 
Mstep: Class 41 contains 92176 members 
Mstep: Class 42 contains 6127 members 
Mstep: Class 43 contains 18998 members 
Mstep: Class 44 contains 4156 members 
Mstep: Class 45 contains 39154 members 
Mstep: Class 46 contains 729 members 
Mstep: Class 47 contains 84277 members 
Mstep: Class 48 contains 2670 members 
Mstep: Class 49 contains 30443 members 
Mstep: Class 50 contains 126938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87445824.000000 Penalty: 32677.640625
Iteration 346Q: 51 clusters Score -8.744582e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 92454 members 
Mstep: Class 3 contains 70569 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 47970 members 
Mstep: Class 6 contains 75848 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 8 contains 152631 members 
Mstep: Class 9 contains 63464 members 
Mstep: Class 10 contains 5673 members 
Mstep: Class 11 contains 16034 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9701 members 
Mstep: Class 14 contains 82984 members 
Mstep: Class 15 contains 11527 members 
Mstep: Class 16 contains 33971 members 
Mstep: Class 17 contains 7392 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 77720 members 
Mstep: Class 20 contains 8627 members 
Mstep: Class 21 contains 15666 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 48575 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 2094 members 
Mstep: Class 26 contains 68512 members 
Mstep: Class 27 contains 151712 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6408 members 
Mstep: Class 30 contains 9805 members 
Mstep: Class 31 contains 79296 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 33 contains 23859 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 90947 members 
Mstep: Class 37 contains 8210 members 
Mstep: Class 38 contains 18261 members 
Mstep: Class 39 contains 7987 members 
Mstep: Class 40 contains 1683 members 
Mstep: Class 41 contains 92278 members 
Mstep: Class 42 contains 6154 members 
Mstep: Class 43 contains 19016 members 
Mstep: Class 44 contains 4144 members 
Mstep: Class 45 contains 38815 members 
Mstep: Class 46 contains 692 members 
Mstep: Class 47 contains 83270 members 
Mstep: Class 48 contains 2674 members 
Mstep: Class 49 contains 30501 members 
Mstep: Class 50 contains 130111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87445960.000000 Penalty: 32677.640625
Iteration 347Q: 51 clusters Score -8.744596e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 93092 members 
Mstep: Class 3 contains 70310 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 48008 members 
Mstep: Class 6 contains 75548 members 
Mstep: Class 7 contains 4529 members 
Mstep: Class 8 contains 152485 members 
Mstep: Class 9 contains 63795 members 
Mstep: Class 10 contains 5681 members 
Mstep: Class 11 contains 16041 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9515 members 
Mstep: Class 14 contains 82666 members 
Mstep: Class 15 contains 11521 members 
Mstep: Class 16 contains 33782 members 
Mstep: Class 17 contains 7377 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 77815 members 
Mstep: Class 20 contains 8545 members 
Mstep: Class 21 contains 14430 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 48731 members 
Mstep: Class 24 contains 6802 members 
Mstep: Class 25 contains 2088 members 
Mstep: Class 26 contains 68851 members 
Mstep: Class 27 contains 151836 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6396 members 
Mstep: Class 30 contains 9792 members 
Mstep: Class 31 contains 79104 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 23919 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 721 members 
Mstep: Class 36 contains 90844 members 
Mstep: Class 37 contains 8210 members 
Mstep: Class 38 contains 18329 members 
Mstep: Class 39 contains 8016 members 
Mstep: Class 40 contains 1683 members 
Mstep: Class 41 contains 92356 members 
Mstep: Class 42 contains 6176 members 
Mstep: Class 43 contains 19036 members 
Mstep: Class 44 contains 4126 members 
Mstep: Class 45 contains 38477 members 
Mstep: Class 46 contains 660 members 
Mstep: Class 47 contains 82114 members 
Mstep: Class 48 contains 2675 members 
Mstep: Class 49 contains 30597 members 
Mstep: Class 50 contains 132955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87447008.000000 Penalty: 32677.640625
Iteration 348Q: 51 clusters Score -8.744701e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 93618 members 
Mstep: Class 3 contains 70137 members 
Mstep: Class 4 contains 1200 members 
Mstep: Class 5 contains 48037 members 
Mstep: Class 6 contains 75302 members 
Mstep: Class 7 contains 4532 members 
Mstep: Class 8 contains 152381 members 
Mstep: Class 9 contains 64159 members 
Mstep: Class 10 contains 5688 members 
Mstep: Class 11 contains 16037 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9315 members 
Mstep: Class 14 contains 82382 members 
Mstep: Class 15 contains 11514 members 
Mstep: Class 16 contains 33627 members 
Mstep: Class 17 contains 7357 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 77843 members 
Mstep: Class 20 contains 8459 members 
Mstep: Class 21 contains 13318 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 48886 members 
Mstep: Class 24 contains 6743 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 69212 members 
Mstep: Class 27 contains 152013 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6383 members 
Mstep: Class 30 contains 9771 members 
Mstep: Class 31 contains 78869 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 23977 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 721 members 
Mstep: Class 36 contains 90773 members 
Mstep: Class 37 contains 8210 members 
Mstep: Class 38 contains 18376 members 
Mstep: Class 39 contains 8035 members 
Mstep: Class 40 contains 1683 members 
Mstep: Class 41 contains 92461 members 
Mstep: Class 42 contains 6197 members 
Mstep: Class 43 contains 19053 members 
Mstep: Class 44 contains 4116 members 
Mstep: Class 45 contains 38206 members 
Mstep: Class 46 contains 632 members 
Mstep: Class 47 contains 80846 members 
Mstep: Class 48 contains 2676 members 
Mstep: Class 49 contains 30678 members 
Mstep: Class 50 contains 135568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87446848.000000 Penalty: 32677.640625
Iteration 349Q: 51 clusters Score -8.744685e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 94143 members 
Mstep: Class 3 contains 69985 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 48069 members 
Mstep: Class 6 contains 75089 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 152263 members 
Mstep: Class 9 contains 64516 members 
Mstep: Class 10 contains 5700 members 
Mstep: Class 11 contains 16034 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9177 members 
Mstep: Class 14 contains 82158 members 
Mstep: Class 15 contains 11494 members 
Mstep: Class 16 contains 33455 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 1485 members 
Mstep: Class 19 contains 77843 members 
Mstep: Class 20 contains 8365 members 
Mstep: Class 21 contains 12336 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 49028 members 
Mstep: Class 24 contains 6714 members 
Mstep: Class 25 contains 2079 members 
Mstep: Class 26 contains 69556 members 
Mstep: Class 27 contains 152228 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6367 members 
Mstep: Class 30 contains 9741 members 
Mstep: Class 31 contains 78624 members 
Mstep: Class 32 contains 1250 members 
Mstep: Class 33 contains 24010 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 719 members 
Mstep: Class 36 contains 90680 members 
Mstep: Class 37 contains 8210 members 
Mstep: Class 38 contains 18410 members 
Mstep: Class 39 contains 8050 members 
Mstep: Class 40 contains 1682 members 
Mstep: Class 41 contains 92527 members 
Mstep: Class 42 contains 6214 members 
Mstep: Class 43 contains 19067 members 
Mstep: Class 44 contains 4107 members 
Mstep: Class 45 contains 37923 members 
Mstep: Class 46 contains 599 members 
Mstep: Class 47 contains 79632 members 
Mstep: Class 48 contains 2684 members 
Mstep: Class 49 contains 30793 members 
Mstep: Class 50 contains 137939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87447032.000000 Penalty: 32677.640625
Iteration 350Q: 51 clusters Score -8.744703e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 94546 members 
Mstep: Class 3 contains 69963 members 
Mstep: Class 4 contains 1193 members 
Mstep: Class 5 contains 48107 members 
Mstep: Class 6 contains 74890 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 152095 members 
Mstep: Class 9 contains 64766 members 
Mstep: Class 10 contains 5713 members 
Mstep: Class 11 contains 16037 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9062 members 
Mstep: Class 14 contains 82059 members 
Mstep: Class 15 contains 11496 members 
Mstep: Class 16 contains 33237 members 
Mstep: Class 17 contains 7337 members 
Mstep: Class 18 contains 1418 members 
Mstep: Class 19 contains 77842 members 
Mstep: Class 20 contains 8270 members 
Mstep: Class 21 contains 11514 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 49172 members 
Mstep: Class 24 contains 6666 members 
Mstep: Class 25 contains 2082 members 
Mstep: Class 26 contains 69872 members 
Mstep: Class 27 contains 152398 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6355 members 
Mstep: Class 30 contains 9722 members 
Mstep: Class 31 contains 78417 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 24037 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 722 members 
Mstep: Class 36 contains 90469 members 
Mstep: Class 37 contains 8211 members 
Mstep: Class 38 contains 18436 members 
Mstep: Class 39 contains 8079 members 
Mstep: Class 40 contains 1682 members 
Mstep: Class 41 contains 92593 members 
Mstep: Class 42 contains 6232 members 
Mstep: Class 43 contains 19077 members 
Mstep: Class 44 contains 4104 members 
Mstep: Class 45 contains 37631 members 
Mstep: Class 46 contains 573 members 
Mstep: Class 47 contains 78679 members 
Mstep: Class 48 contains 2680 members 
Mstep: Class 49 contains 30847 members 
Mstep: Class 50 contains 140132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87446896.000000 Penalty: 32677.640625
Iteration 351Q: 51 clusters Score -8.74469e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 94879 members 
Mstep: Class 3 contains 69960 members 
Mstep: Class 4 contains 1190 members 
Mstep: Class 5 contains 48145 members 
Mstep: Class 6 contains 74667 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 151931 members 
Mstep: Class 9 contains 64873 members 
Mstep: Class 10 contains 5723 members 
Mstep: Class 11 contains 16031 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9019 members 
Mstep: Class 14 contains 82007 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 33050 members 
Mstep: Class 17 contains 7330 members 
Mstep: Class 18 contains 1358 members 
Mstep: Class 19 contains 77749 members 
Mstep: Class 20 contains 8148 members 
Mstep: Class 21 contains 10754 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 49343 members 
Mstep: Class 24 contains 6602 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 70188 members 
Mstep: Class 27 contains 152503 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6351 members 
Mstep: Class 30 contains 9715 members 
Mstep: Class 31 contains 78268 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 24074 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 728 members 
Mstep: Class 36 contains 90153 members 
Mstep: Class 37 contains 8210 members 
Mstep: Class 38 contains 18475 members 
Mstep: Class 39 contains 8107 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 92628 members 
Mstep: Class 42 contains 6249 members 
Mstep: Class 43 contains 19077 members 
Mstep: Class 44 contains 4108 members 
Mstep: Class 45 contains 37265 members 
Mstep: Class 46 contains 549 members 
Mstep: Class 47 contains 78211 members 
Mstep: Class 48 contains 2679 members 
Mstep: Class 49 contains 30939 members 
Mstep: Class 50 contains 142147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87446224.000000 Penalty: 32677.640625
Iteration 352Q: 51 clusters Score -8.744622e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 95107 members 
Mstep: Class 3 contains 69995 members 
Mstep: Class 4 contains 1193 members 
Mstep: Class 5 contains 48180 members 
Mstep: Class 6 contains 74386 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 151765 members 
Mstep: Class 9 contains 64869 members 
Mstep: Class 10 contains 5732 members 
Mstep: Class 11 contains 16024 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9047 members 
Mstep: Class 14 contains 81962 members 
Mstep: Class 15 contains 11493 members 
Mstep: Class 16 contains 32892 members 
Mstep: Class 17 contains 7327 members 
Mstep: Class 18 contains 1297 members 
Mstep: Class 19 contains 77631 members 
Mstep: Class 20 contains 8015 members 
Mstep: Class 21 contains 10071 members 
Mstep: Class 22 contains 2763 members 
Mstep: Class 23 contains 49488 members 
Mstep: Class 24 contains 6526 members 
Mstep: Class 25 contains 2082 members 
Mstep: Class 26 contains 70567 members 
Mstep: Class 27 contains 152574 members 
Mstep: Class 28 contains 166 members 
Mstep: Class 29 contains 6342 members 
Mstep: Class 30 contains 9718 members 
Mstep: Class 31 contains 78056 members 
Mstep: Class 32 contains 1253 members 
Mstep: Class 33 contains 24110 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 728 members 
Mstep: Class 36 contains 89732 members 
Mstep: Class 37 contains 8212 members 
Mstep: Class 38 contains 18504 members 
Mstep: Class 39 contains 8141 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 92708 members 
Mstep: Class 42 contains 6251 members 
Mstep: Class 43 contains 19080 members 
Mstep: Class 44 contains 4101 members 
Mstep: Class 45 contains 36927 members 
Mstep: Class 46 contains 526 members 
Mstep: Class 47 contains 78136 members 
Mstep: Class 48 contains 2682 members 
Mstep: Class 49 contains 30981 members 
Mstep: Class 50 contains 144027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87445048.000000 Penalty: 32677.640625
Iteration 353Q: 51 clusters Score -8.744505e+07 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 95301 members 
Mstep: Class 3 contains 70089 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 48212 members 
Mstep: Class 6 contains 74129 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 8 contains 151550 members 
Mstep: Class 9 contains 64761 members 
Mstep: Class 10 contains 5744 members 
Mstep: Class 11 contains 16020 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9134 members 
Mstep: Class 14 contains 81947 members 
Mstep: Class 15 contains 11494 members 
Mstep: Class 16 contains 32753 members 
Mstep: Class 17 contains 7324 members 
Mstep: Class 18 contains 1254 members 
Mstep: Class 19 contains 77460 members 
Mstep: Class 20 contains 7898 members 
Mstep: Class 21 contains 9443 members 
Mstep: Class 22 contains 2762 members 
Mstep: Class 23 contains 49664 members 
Mstep: Class 24 contains 6419 members 
Mstep: Class 25 contains 2081 members 
Mstep: Class 26 contains 70956 members 
Mstep: Class 27 contains 152607 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6336 members 
Mstep: Class 30 contains 9733 members 
Mstep: Class 31 contains 77887 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 24136 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 726 members 
Mstep: Class 36 contains 89204 members 
Mstep: Class 37 contains 8215 members 
Mstep: Class 38 contains 18541 members 
Mstep: Class 39 contains 8192 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 92772 members 
Mstep: Class 42 contains 6252 members 
Mstep: Class 43 contains 19081 members 
Mstep: Class 44 contains 4102 members 
Mstep: Class 45 contains 36551 members 
Mstep: Class 46 contains 510 members 
Mstep: Class 47 contains 78297 members 
Mstep: Class 48 contains 2686 members 
Mstep: Class 49 contains 30991 members 
Mstep: Class 50 contains 145817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87443616.000000 Penalty: 32677.640625
Iteration 354Q: 51 clusters Score -8.744362e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 95425 members 
Mstep: Class 3 contains 70240 members 
Mstep: Class 4 contains 1177 members 
Mstep: Class 5 contains 48230 members 
Mstep: Class 6 contains 73931 members 
Mstep: Class 7 contains 4517 members 
Mstep: Class 8 contains 151358 members 
Mstep: Class 9 contains 64608 members 
Mstep: Class 10 contains 5750 members 
Mstep: Class 11 contains 16021 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 9247 members 
Mstep: Class 14 contains 81975 members 
Mstep: Class 15 contains 11479 members 
Mstep: Class 16 contains 32562 members 
Mstep: Class 17 contains 7325 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 77303 members 
Mstep: Class 20 contains 7755 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 49842 members 
Mstep: Class 24 contains 6284 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 71376 members 
Mstep: Class 27 contains 152658 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6334 members 
Mstep: Class 30 contains 9753 members 
Mstep: Class 31 contains 77696 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 24167 members 
Mstep: Class 34 contains 289 members 
Mstep: Class 35 contains 727 members 
Mstep: Class 36 contains 88676 members 
Mstep: Class 37 contains 8217 members 
Mstep: Class 38 contains 18554 members 
Mstep: Class 39 contains 8257 members 
Mstep: Class 40 contains 1680 members 
Mstep: Class 41 contains 92844 members 
Mstep: Class 42 contains 6251 members 
Mstep: Class 43 contains 19083 members 
Mstep: Class 44 contains 4105 members 
Mstep: Class 45 contains 36188 members 
Mstep: Class 46 contains 490 members 
Mstep: Class 47 contains 78673 members 
Mstep: Class 48 contains 2691 members 
Mstep: Class 49 contains 30964 members 
Mstep: Class 50 contains 147381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87441992.000000 Penalty: 32677.640625
Iteration 355Q: 51 clusters Score -8.744199e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 95515 members 
Mstep: Class 3 contains 70470 members 
Mstep: Class 4 contains 1175 members 
Mstep: Class 5 contains 48246 members 
Mstep: Class 6 contains 73786 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 151264 members 
Mstep: Class 9 contains 64469 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 16018 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9362 members 
Mstep: Class 14 contains 82067 members 
Mstep: Class 15 contains 11468 members 
Mstep: Class 16 contains 32388 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 1181 members 
Mstep: Class 19 contains 77110 members 
Mstep: Class 20 contains 7617 members 
Mstep: Class 21 contains 8215 members 
Mstep: Class 22 contains 2761 members 
Mstep: Class 23 contains 50019 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 2072 members 
Mstep: Class 26 contains 71771 members 
Mstep: Class 27 contains 152685 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6327 members 
Mstep: Class 30 contains 9793 members 
Mstep: Class 31 contains 77519 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 24212 members 
Mstep: Class 34 contains 290 members 
Mstep: Class 35 contains 727 members 
Mstep: Class 36 contains 88134 members 
Mstep: Class 37 contains 8218 members 
Mstep: Class 38 contains 18573 members 
Mstep: Class 39 contains 8319 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 92907 members 
Mstep: Class 42 contains 6251 members 
Mstep: Class 43 contains 19089 members 
Mstep: Class 44 contains 4110 members 
Mstep: Class 45 contains 35844 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 79237 members 
Mstep: Class 48 contains 2702 members 
Mstep: Class 49 contains 30917 members 
Mstep: Class 50 contains 148588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87440232.000000 Penalty: 32677.640625
Iteration 356Q: 51 clusters Score -8.744023e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 95613 members 
Mstep: Class 3 contains 70699 members 
Mstep: Class 4 contains 1174 members 
Mstep: Class 5 contains 48266 members 
Mstep: Class 6 contains 73668 members 
Mstep: Class 7 contains 4500 members 
Mstep: Class 8 contains 151259 members 
Mstep: Class 9 contains 64287 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 16018 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9491 members 
Mstep: Class 14 contains 82165 members 
Mstep: Class 15 contains 11453 members 
Mstep: Class 16 contains 32244 members 
Mstep: Class 17 contains 7298 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 76890 members 
Mstep: Class 20 contains 7474 members 
Mstep: Class 21 contains 7603 members 
Mstep: Class 22 contains 2760 members 
Mstep: Class 23 contains 50221 members 
Mstep: Class 24 contains 6042 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 72192 members 
Mstep: Class 27 contains 152757 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6317 members 
Mstep: Class 30 contains 9835 members 
Mstep: Class 31 contains 77330 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 24246 members 
Mstep: Class 34 contains 291 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 87541 members 
Mstep: Class 37 contains 8221 members 
Mstep: Class 38 contains 18601 members 
Mstep: Class 39 contains 8373 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 92968 members 
Mstep: Class 42 contains 6244 members 
Mstep: Class 43 contains 19098 members 
Mstep: Class 44 contains 4119 members 
Mstep: Class 45 contains 35493 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 79853 members 
Mstep: Class 48 contains 2710 members 
Mstep: Class 49 contains 30901 members 
Mstep: Class 50 contains 149534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 46. Lose 647.890259 but Gain 653.552734
Score: -87439408.000000 Penalty: 32024.087891
Iteration 357Q: 50 clusters Score -8.743941e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 95704 members 
Mstep: Class 3 contains 70941 members 
Mstep: Class 4 contains 1180 members 
Mstep: Class 5 contains 48282 members 
Mstep: Class 6 contains 73601 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 151398 members 
Mstep: Class 9 contains 64123 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 11 contains 16027 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9665 members 
Mstep: Class 14 contains 82355 members 
Mstep: Class 15 contains 11441 members 
Mstep: Class 16 contains 32082 members 
Mstep: Class 17 contains 7281 members 
Mstep: Class 18 contains 1121 members 
Mstep: Class 19 contains 76736 members 
Mstep: Class 20 contains 7342 members 
Mstep: Class 21 contains 7156 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 50424 members 
Mstep: Class 24 contains 5920 members 
Mstep: Class 25 contains 2068 members 
Mstep: Class 26 contains 72634 members 
Mstep: Class 27 contains 152888 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6303 members 
Mstep: Class 30 contains 9897 members 
Mstep: Class 31 contains 77213 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 24276 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 728 members 
Mstep: Class 36 contains 87027 members 
Mstep: Class 37 contains 8224 members 
Mstep: Class 38 contains 18642 members 
Mstep: Class 39 contains 8417 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 93023 members 
Mstep: Class 42 contains 6363 members 
Mstep: Class 43 contains 19107 members 
Mstep: Class 44 contains 4128 members 
Mstep: Class 45 contains 35073 members 
Mstep: Class 47 contains 80517 members 
Mstep: Class 48 contains 2717 members 
Mstep: Class 49 contains 30898 members 
Mstep: Class 50 contains 149987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -87439112.000000 Penalty: 32024.087891
Iteration 358Q: 50 clusters Score -8.743911e+07 nChanged 8091
Entering ConstructFrom: 
Score: -87439112.000000 Penalty: 32024.087891
Entering ConstructFrom: 
Trying to split cluster 1 (9391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Entering Unmasked Estep 
Score: -536865.375000 Penalty: 416.211548
	Iteration 0F: 2 clusters Score -536865.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -530695.062500 Penalty: 832.423096
	Iteration 0F: 3 clusters Score -530695.1 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -533072.375000 Penalty: 832.423096
	Iteration 1F: 3 clusters Score -533072.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -533209.062500 Penalty: 832.423096
	Iteration 2Q: 3 clusters Score -533209.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -533359.500000 Penalty: 832.423096
	Iteration 3Q: 3 clusters Score -533359.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -533518.187500 Penalty: 832.423096
	Iteration 4Q: 3 clusters Score -533518.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -533685.875000 Penalty: 832.423096
	Iteration 5Q: 3 clusters Score -533685.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -533964.875000 Penalty: 832.423096
	Iteration 6Q: 3 clusters Score -533964.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -534355.125000 Penalty: 832.423096
	Iteration 7Q: 3 clusters Score -534355.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -534759.875000 Penalty: 832.423096
	Iteration 8F: 3 clusters Score -534759.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -535063.000000 Penalty: 832.423096
	Iteration 9Q: 3 clusters Score -535063 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -535255.625000 Penalty: 832.423096
	Iteration 10Q: 3 clusters Score -535255.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -535380.437500 Penalty: 832.423096
	Iteration 11Q: 3 clusters Score -535380.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -535467.750000 Penalty: 832.423096
	Iteration 12Q: 3 clusters Score -535467.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -535547.750000 Penalty: 832.423096
	Iteration 13Q: 3 clusters Score -535547.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -535608.000000 Penalty: 832.423096
	Iteration 14Q: 3 clusters Score -535608 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -535654.187500 Penalty: 832.423096
	Iteration 15Q: 3 clusters Score -535654.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -535692.562500 Penalty: 832.423096
	Iteration 16Q: 3 clusters Score -535692.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -535744.250000 Penalty: 832.423096
	Iteration 17Q: 3 clusters Score -535744.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -535812.750000 Penalty: 832.423096
	Iteration 18Q: 3 clusters Score -535812.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -535861.750000 Penalty: 832.423096
	Iteration 19Q: 3 clusters Score -535861.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -535912.875000 Penalty: 832.423096
	Iteration 20F: 3 clusters Score -535912.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -535957.687500 Penalty: 832.423096
	Iteration 21Q: 3 clusters Score -535957.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -535996.875000 Penalty: 832.423096
	Iteration 22Q: 3 clusters Score -535996.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -536023.375000 Penalty: 832.423096
	Iteration 23Q: 3 clusters Score -536023.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -536048.562500 Penalty: 832.423096
	Iteration 24Q: 3 clusters Score -536048.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -536078.875000 Penalty: 832.423096
	Iteration 25Q: 3 clusters Score -536078.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -536120.625000 Penalty: 832.423096
	Iteration 26Q: 3 clusters Score -536120.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -536156.625000 Penalty: 832.423096
	Iteration 27Q: 3 clusters Score -536156.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -536194.687500 Penalty: 832.423096
	Iteration 28Q: 3 clusters Score -536194.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -536230.375000 Penalty: 832.423096
	Iteration 29Q: 3 clusters Score -536230.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -536264.625000 Penalty: 832.423096
	Iteration 30Q: 3 clusters Score -536264.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -536292.187500 Penalty: 832.423096
	Iteration 31Q: 3 clusters Score -536292.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -536318.500000 Penalty: 832.423096
	Iteration 32Q: 3 clusters Score -536318.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -536345.062500 Penalty: 832.423096
	Iteration 33Q: 3 clusters Score -536345.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -536365.125000 Penalty: 832.423096
	Iteration 34Q: 3 clusters Score -536365.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -536385.875000 Penalty: 832.423096
	Iteration 35Q: 3 clusters Score -536385.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -536406.937500 Penalty: 832.423096
	Iteration 36Q: 3 clusters Score -536406.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -536426.125000 Penalty: 832.423096
	Iteration 37Q: 3 clusters Score -536426.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -536445.562500 Penalty: 832.423096
	Iteration 38Q: 3 clusters Score -536445.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -536463.062500 Penalty: 832.423096
	Iteration 39Q: 3 clusters Score -536463.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -536477.437500 Penalty: 832.423096
	Iteration 40F: 3 clusters Score -536477.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -536484.625000 Penalty: 832.423096
	Iteration 41Q: 3 clusters Score -536484.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -536489.062500 Penalty: 832.423096
	Iteration 42Q: 3 clusters Score -536489.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -536495.562500 Penalty: 832.423096
	Iteration 43Q: 3 clusters Score -536495.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -536499.562500 Penalty: 832.423096
	Iteration 44Q: 3 clusters Score -536499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -536499.812500 Penalty: 832.423096
	Iteration 45Q: 3 clusters Score -536499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -536501.125000 Penalty: 832.423096
	Iteration 46Q: 3 clusters Score -536501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -536501.875000 Penalty: 832.423096
	Iteration 47Q: 3 clusters Score -536501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -536502.875000 Penalty: 832.423096
	Iteration 48Q: 3 clusters Score -536502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -536503.437500 Penalty: 832.423096
	Iteration 49Q: 3 clusters Score -536503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -536503.437500 Penalty: 832.423096
	Iteration 50F: 3 clusters Score -536503.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Entering Unmasked Estep 
Score: -5303198.000000 Penalty: 521.914307
	Iteration 0F: 2 clusters Score -5303198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -5240481.000000 Penalty: 1043.828613
	Iteration 0F: 3 clusters Score -5240481 nChanged 46585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -5269597.000000 Penalty: 1043.828613
	Iteration 1F: 3 clusters Score -5269597 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -5271005.500000 Penalty: 1043.828613
	Iteration 2Q: 3 clusters Score -5271006 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -5273319.000000 Penalty: 1043.828613
	Iteration 3F: 3 clusters Score -5273319 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -5276988.000000 Penalty: 1043.828613
	Iteration 4F: 3 clusters Score -5276988 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -5282413.500000 Penalty: 1043.828613
	Iteration 5F: 3 clusters Score -5282414 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5288717.500000 Penalty: 1043.828613
	Iteration 6F: 3 clusters Score -5288718 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -5294507.000000 Penalty: 1043.828613
	Iteration 7F: 3 clusters Score -5294507 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -5298501.500000 Penalty: 1043.828613
	Iteration 8Q: 3 clusters Score -5298502 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5300761.000000 Penalty: 1043.828613
	Iteration 9Q: 3 clusters Score -5300761 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94771 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5301836.000000 Penalty: 1043.828613
	Iteration 10Q: 3 clusters Score -5301836 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5302314.500000 Penalty: 1043.828613
	Iteration 11Q: 3 clusters Score -5302314 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5302535.000000 Penalty: 1043.828613
	Iteration 12Q: 3 clusters Score -5302535 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5302640.500000 Penalty: 1043.828613
	Iteration 13Q: 3 clusters Score -5302640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95746 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5302675.500000 Penalty: 1043.828613
	Iteration 14Q: 3 clusters Score -5302676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -5302689.000000 Penalty: 1043.828613
	Iteration 15Q: 3 clusters Score -5302689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -5302700.500000 Penalty: 1043.828613
	Iteration 16Q: 3 clusters Score -5302700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95780 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -5302711.500000 Penalty: 1043.828613
	Iteration 17Q: 3 clusters Score -5302712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95786 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -5302718.000000 Penalty: 1043.828613
	Iteration 18Q: 3 clusters Score -5302718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -5302727.500000 Penalty: 1043.828613
	Iteration 19Q: 3 clusters Score -5302728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -5302731.500000 Penalty: 1043.828613
	Iteration 20F: 3 clusters Score -5302732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -5302728.000000 Penalty: 1043.828613
	Iteration 21Q: 3 clusters Score -5302728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5302729.000000 Penalty: 1043.828613
	Iteration 22Q: 3 clusters Score -5302729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -5302734.000000 Penalty: 1043.828613
	Iteration 23Q: 3 clusters Score -5302734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -5302734.500000 Penalty: 1043.828613
	Iteration 24Q: 3 clusters Score -5302734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5302734.500000 Penalty: 1043.828613
	Iteration 25Q: 3 clusters Score -5302734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -5302734.500000 Penalty: 1043.828613
	Iteration 26F: 3 clusters Score -5302734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (71157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71157 members 
Entering Unmasked Estep 
Score: -3742671.250000 Penalty: 508.355286
	Iteration 0F: 2 clusters Score -3742671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -3694620.500000 Penalty: 1016.710571
	Iteration 0F: 3 clusters Score -3694620 nChanged 34663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -3716313.750000 Penalty: 1016.710571
	Iteration 1F: 3 clusters Score -3716314 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -3718719.000000 Penalty: 1016.710571
	Iteration 2F: 3 clusters Score -3718719 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -3722808.500000 Penalty: 1016.710571
	Iteration 3F: 3 clusters Score -3722808 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 56101 members 
Entering Unmasked Estep 
Score: -3728458.000000 Penalty: 1016.710571
	Iteration 4F: 3 clusters Score -3728458 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -3733905.750000 Penalty: 1016.710571
	Iteration 5F: 3 clusters Score -3733906 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -3737575.000000 Penalty: 1016.710571
	Iteration 6F: 3 clusters Score -3737575 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -3739524.750000 Penalty: 1016.710571
	Iteration 7Q: 3 clusters Score -3739525 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -3740567.750000 Penalty: 1016.710571
	Iteration 8Q: 3 clusters Score -3740568 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -3741209.750000 Penalty: 1016.710571
	Iteration 9Q: 3 clusters Score -3741210 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -3741582.500000 Penalty: 1016.710571
	Iteration 10Q: 3 clusters Score -3741582 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -3741835.000000 Penalty: 1016.710571
	Iteration 11Q: 3 clusters Score -3741835 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -3741991.250000 Penalty: 1016.710571
	Iteration 12Q: 3 clusters Score -3741991 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -3742105.750000 Penalty: 1016.710571
	Iteration 13Q: 3 clusters Score -3742106 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -3742188.000000 Penalty: 1016.710571
	Iteration 14Q: 3 clusters Score -3742188 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -3742248.500000 Penalty: 1016.710571
	Iteration 15Q: 3 clusters Score -3742248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -3742282.000000 Penalty: 1016.710571
	Iteration 16Q: 3 clusters Score -3742282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -3742314.500000 Penalty: 1016.710571
	Iteration 17Q: 3 clusters Score -3742314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 70620 members 
Entering Unmasked Estep 
Score: -3742334.500000 Penalty: 1016.710571
	Iteration 18Q: 3 clusters Score -3742334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -3742343.000000 Penalty: 1016.710571
	Iteration 19Q: 3 clusters Score -3742343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -3742350.250000 Penalty: 1016.710571
	Iteration 20F: 3 clusters Score -3742350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -3742354.000000 Penalty: 1016.710571
	Iteration 21Q: 3 clusters Score -3742354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -3742360.250000 Penalty: 1016.710571
	Iteration 22Q: 3 clusters Score -3742360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 70719 members 
Entering Unmasked Estep 
Score: -3742361.750000 Penalty: 1016.710571
	Iteration 23Q: 3 clusters Score -3742362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 70717 members 
Entering Unmasked Estep 
Score: -3742362.500000 Penalty: 1016.710571
	Iteration 24Q: 3 clusters Score -3742362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -3742363.250000 Penalty: 1016.710571
	Iteration 25Q: 3 clusters Score -3742363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -3742363.250000 Penalty: 1016.710571
	Iteration 26F: 3 clusters Score -3742363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -59764.042969 Penalty: 322.179474
	Iteration 0F: 2 clusters Score -59764.04 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 605 members 
Entering Unmasked Estep 
Score: -58880.906250 Penalty: 644.358948
	Iteration 0F: 3 clusters Score -58880.91 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -59155.023438 Penalty: 644.358948
	Iteration 1F: 3 clusters Score -59155.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -59199.007812 Penalty: 644.358948
	Iteration 2F: 3 clusters Score -59199.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -59224.046875 Penalty: 644.358948
	Iteration 3Q: 3 clusters Score -59224.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -59240.359375 Penalty: 644.358948
	Iteration 4Q: 3 clusters Score -59240.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -59251.738281 Penalty: 644.358948
	Iteration 5Q: 3 clusters Score -59251.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -59261.539062 Penalty: 644.358948
	Iteration 6Q: 3 clusters Score -59261.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -59267.136719 Penalty: 644.358948
	Iteration 7Q: 3 clusters Score -59267.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -59273.410156 Penalty: 644.358948
	Iteration 8Q: 3 clusters Score -59273.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -59284.101562 Penalty: 644.358948
	Iteration 9Q: 3 clusters Score -59284.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -59293.175781 Penalty: 644.358948
	Iteration 10Q: 3 clusters Score -59293.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -59303.144531 Penalty: 644.358948
	Iteration 11Q: 3 clusters Score -59303.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -59318.019531 Penalty: 644.358948
	Iteration 12Q: 3 clusters Score -59318.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -59330.214844 Penalty: 644.358948
	Iteration 13Q: 3 clusters Score -59330.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -59341.507812 Penalty: 644.358948
	Iteration 14Q: 3 clusters Score -59341.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -59351.363281 Penalty: 644.358948
	Iteration 15Q: 3 clusters Score -59351.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -59358.441406 Penalty: 644.358948
	Iteration 16Q: 3 clusters Score -59358.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -59366.703125 Penalty: 644.358948
	Iteration 17Q: 3 clusters Score -59366.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -59372.378906 Penalty: 644.358948
	Iteration 18Q: 3 clusters Score -59372.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -59375.628906 Penalty: 644.358948
	Iteration 19Q: 3 clusters Score -59375.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59377.066406 Penalty: 644.358948
	Iteration 20F: 3 clusters Score -59377.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -59377.976562 Penalty: 644.358948
	Iteration 21Q: 3 clusters Score -59377.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59378.578125 Penalty: 644.358948
	Iteration 22Q: 3 clusters Score -59378.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -59380.359375 Penalty: 644.358948
	Iteration 23Q: 3 clusters Score -59380.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -59382.453125 Penalty: 644.358948
	Iteration 24Q: 3 clusters Score -59382.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59383.027344 Penalty: 644.358948
	Iteration 25Q: 3 clusters Score -59383.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59383.613281 Penalty: 644.358948
	Iteration 26Q: 3 clusters Score -59383.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59384.152344 Penalty: 644.358948
	Iteration 27Q: 3 clusters Score -59384.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -59384.152344 Penalty: 644.358948
	Iteration 28F: 3 clusters Score -59384.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Entering Unmasked Estep 
Score: -2428240.250000 Penalty: 490.726013
	Iteration 0F: 2 clusters Score -2428240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2395788.750000 Penalty: 981.452026
	Iteration 0F: 3 clusters Score -2395789 nChanged 23404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2409867.000000 Penalty: 981.452026
	Iteration 1F: 3 clusters Score -2409867 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2411209.500000 Penalty: 981.452026
	Iteration 2F: 3 clusters Score -2411210 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2413840.250000 Penalty: 981.452026
	Iteration 3F: 3 clusters Score -2413840 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2418221.750000 Penalty: 981.452026
	Iteration 4F: 3 clusters Score -2418222 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2423319.250000 Penalty: 981.452026
	Iteration 5F: 3 clusters Score -2423319 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2426489.750000 Penalty: 981.452026
	Iteration 6F: 3 clusters Score -2426490 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2427528.750000 Penalty: 981.452026
	Iteration 7Q: 3 clusters Score -2427529 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -2427720.250000 Penalty: 981.452026
	Iteration 8Q: 3 clusters Score -2427720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -2427779.500000 Penalty: 981.452026
	Iteration 9Q: 3 clusters Score -2427780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -2427797.500000 Penalty: 981.452026
	Iteration 10Q: 3 clusters Score -2427798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -2427802.500000 Penalty: 981.452026
	Iteration 11Q: 3 clusters Score -2427802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -2427806.500000 Penalty: 981.452026
	Iteration 12Q: 3 clusters Score -2427806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2427810.000000 Penalty: 981.452026
	Iteration 13Q: 3 clusters Score -2427810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -2427810.000000 Penalty: 981.452026
	Iteration 14F: 3 clusters Score -2427810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Entering Unmasked Estep 
Score: -4083078.250000 Penalty: 509.852875
	Iteration 0F: 2 clusters Score -4083078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4033370.500000 Penalty: 1019.705750
	Iteration 0F: 3 clusters Score -4033370 nChanged 35916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -4055134.500000 Penalty: 1019.705750
	Iteration 1F: 3 clusters Score -4055134 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4056014.250000 Penalty: 1019.705750
	Iteration 2Q: 3 clusters Score -4056014 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -4057291.750000 Penalty: 1019.705750
	Iteration 3Q: 3 clusters Score -4057292 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4059286.000000 Penalty: 1019.705750
	Iteration 4F: 3 clusters Score -4059286 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -4062745.250000 Penalty: 1019.705750
	Iteration 5F: 3 clusters Score -4062745 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4068058.750000 Penalty: 1019.705750
	Iteration 6F: 3 clusters Score -4068059 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -4072858.750000 Penalty: 1019.705750
	Iteration 7F: 3 clusters Score -4072859 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -4074791.750000 Penalty: 1019.705750
	Iteration 8Q: 3 clusters Score -4074792 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4075611.250000 Penalty: 1019.705750
	Iteration 9Q: 3 clusters Score -4075611 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -4076298.750000 Penalty: 1019.705750
	Iteration 10Q: 3 clusters Score -4076299 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4076879.000000 Penalty: 1019.705750
	Iteration 11Q: 3 clusters Score -4076879 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -4077429.750000 Penalty: 1019.705750
	Iteration 12Q: 3 clusters Score -4077430 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4077946.250000 Penalty: 1019.705750
	Iteration 13Q: 3 clusters Score -4077946 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -4078414.000000 Penalty: 1019.705750
	Iteration 14Q: 3 clusters Score -4078414 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -4078909.500000 Penalty: 1019.705750
	Iteration 15Q: 3 clusters Score -4078910 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -4079318.750000 Penalty: 1019.705750
	Iteration 16Q: 3 clusters Score -4079319 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -4079653.250000 Penalty: 1019.705750
	Iteration 17Q: 3 clusters Score -4079653 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -4080027.500000 Penalty: 1019.705750
	Iteration 18Q: 3 clusters Score -4080028 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4080276.000000 Penalty: 1019.705750
	Iteration 19Q: 3 clusters Score -4080276 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -4080481.750000 Penalty: 1019.705750
	Iteration 20F: 3 clusters Score -4080482 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -4080636.500000 Penalty: 1019.705750
	Iteration 21Q: 3 clusters Score -4080636 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -4080816.750000 Penalty: 1019.705750
	Iteration 22Q: 3 clusters Score -4080817 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -4080930.250000 Penalty: 1019.705750
	Iteration 23Q: 3 clusters Score -4080930 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -4080998.500000 Penalty: 1019.705750
	Iteration 24Q: 3 clusters Score -4080998 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -4081073.250000 Penalty: 1019.705750
	Iteration 25Q: 3 clusters Score -4081073 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -4081128.250000 Penalty: 1019.705750
	Iteration 26Q: 3 clusters Score -4081128 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4081134.750000 Penalty: 1019.705750
	Iteration 27Q: 3 clusters Score -4081135 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -4081141.000000 Penalty: 1019.705750
	Iteration 28Q: 3 clusters Score -4081141 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -4081139.750000 Penalty: 1019.705750
	Iteration 29Q: 3 clusters Score -4081140 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -4081157.250000 Penalty: 1019.705750
	Iteration 30Q: 3 clusters Score -4081157 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -4081162.250000 Penalty: 1019.705750
	Iteration 31Q: 3 clusters Score -4081162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -4081172.750000 Penalty: 1019.705750
	Iteration 32Q: 3 clusters Score -4081173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -4081171.750000 Penalty: 1019.705750
	Iteration 33Q: 3 clusters Score -4081172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -4081177.500000 Penalty: 1019.705750
	Iteration 34Q: 3 clusters Score -4081178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -4081178.250000 Penalty: 1019.705750
	Iteration 35Q: 3 clusters Score -4081178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -4081174.500000 Penalty: 1019.705750
	Iteration 36Q: 3 clusters Score -4081174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -4081177.750000 Penalty: 1019.705750
	Iteration 37Q: 3 clusters Score -4081178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -4081189.250000 Penalty: 1019.705750
	Iteration 38Q: 3 clusters Score -4081189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -4081182.250000 Penalty: 1019.705750
	Iteration 39Q: 3 clusters Score -4081182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -4081187.250000 Penalty: 1019.705750
	Iteration 40F: 3 clusters Score -4081187 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -4081182.750000 Penalty: 1019.705750
	Iteration 41Q: 3 clusters Score -4081183 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -4081177.250000 Penalty: 1019.705750
	Iteration 42Q: 3 clusters Score -4081177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -4081173.000000 Penalty: 1019.705750
	Iteration 43Q: 3 clusters Score -4081173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -4081165.000000 Penalty: 1019.705750
	Iteration 44Q: 3 clusters Score -4081165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -4081169.750000 Penalty: 1019.705750
	Iteration 45Q: 3 clusters Score -4081170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -4081166.750000 Penalty: 1019.705750
	Iteration 46Q: 3 clusters Score -4081167 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4081161.500000 Penalty: 1019.705750
	Iteration 47Q: 3 clusters Score -4081162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -4081164.500000 Penalty: 1019.705750
	Iteration 48Q: 3 clusters Score -4081164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -4081155.500000 Penalty: 1019.705750
	Iteration 49Q: 3 clusters Score -4081156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -4081154.000000 Penalty: 1019.705750
	Iteration 50Q: 3 clusters Score -4081154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4081155.000000 Penalty: 1019.705750
	Iteration 51Q: 3 clusters Score -4081155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -4081155.250000 Penalty: 1019.705750
	Iteration 52Q: 3 clusters Score -4081155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4081151.750000 Penalty: 1019.705750
	Iteration 53Q: 3 clusters Score -4081152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4081155.250000 Penalty: 1019.705750
	Iteration 54Q: 3 clusters Score -4081155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -4081149.000000 Penalty: 1019.705750
	Iteration 55Q: 3 clusters Score -4081149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4081153.500000 Penalty: 1019.705750
	Iteration 56Q: 3 clusters Score -4081154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -4081153.750000 Penalty: 1019.705750
	Iteration 57Q: 3 clusters Score -4081154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -4081154.750000 Penalty: 1019.705750
	Iteration 58Q: 3 clusters Score -4081155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4081158.000000 Penalty: 1019.705750
	Iteration 59Q: 3 clusters Score -4081158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -4081157.250000 Penalty: 1019.705750
	Iteration 60F: 3 clusters Score -4081157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -4081155.250000 Penalty: 1019.705750
	Iteration 61Q: 3 clusters Score -4081155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -4081157.000000 Penalty: 1019.705750
	Iteration 62Q: 3 clusters Score -4081157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4081156.000000 Penalty: 1019.705750
	Iteration 63Q: 3 clusters Score -4081156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4081157.000000 Penalty: 1019.705750
	Iteration 64Q: 3 clusters Score -4081157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -4081157.500000 Penalty: 1019.705750
	Iteration 65Q: 3 clusters Score -4081158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -4081163.000000 Penalty: 1019.705750
	Iteration 66Q: 3 clusters Score -4081163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -4081166.000000 Penalty: 1019.705750
	Iteration 67Q: 3 clusters Score -4081166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -4081165.000000 Penalty: 1019.705750
	Iteration 68Q: 3 clusters Score -4081165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -4081163.250000 Penalty: 1019.705750
	Iteration 69Q: 3 clusters Score -4081163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4081165.500000 Penalty: 1019.705750
	Iteration 70Q: 3 clusters Score -4081166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -4081167.500000 Penalty: 1019.705750
	Iteration 71Q: 3 clusters Score -4081168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4081159.250000 Penalty: 1019.705750
	Iteration 72Q: 3 clusters Score -4081159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4081161.000000 Penalty: 1019.705750
	Iteration 73Q: 3 clusters Score -4081161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -4081160.500000 Penalty: 1019.705750
	Iteration 74Q: 3 clusters Score -4081160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -4081156.000000 Penalty: 1019.705750
	Iteration 75Q: 3 clusters Score -4081156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -4081155.750000 Penalty: 1019.705750
	Iteration 76Q: 3 clusters Score -4081156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4081158.500000 Penalty: 1019.705750
	Iteration 77Q: 3 clusters Score -4081158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -4081157.750000 Penalty: 1019.705750
	Iteration 78Q: 3 clusters Score -4081158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -4081161.750000 Penalty: 1019.705750
	Iteration 79Q: 3 clusters Score -4081162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -4081160.750000 Penalty: 1019.705750
	Iteration 80F: 3 clusters Score -4081161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4081165.250000 Penalty: 1019.705750
	Iteration 81Q: 3 clusters Score -4081165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4081165.250000 Penalty: 1019.705750
	Iteration 82F: 3 clusters Score -4081165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Entering Unmasked Estep 
Score: -232018.656250 Penalty: 382.474731
	Iteration 0F: 2 clusters Score -232018.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -228992.656250 Penalty: 764.949463
	Iteration 0F: 3 clusters Score -228992.7 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -230085.359375 Penalty: 764.949463
	Iteration 1F: 3 clusters Score -230085.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -230300.328125 Penalty: 764.949463
	Iteration 2F: 3 clusters Score -230300.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -230519.593750 Penalty: 764.949463
	Iteration 3F: 3 clusters Score -230519.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -230681.687500 Penalty: 764.949463
	Iteration 4F: 3 clusters Score -230681.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -230794.656250 Penalty: 764.949463
	Iteration 5F: 3 clusters Score -230794.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -230904.875000 Penalty: 764.949463
	Iteration 6Q: 3 clusters Score -230904.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -231003.250000 Penalty: 764.949463
	Iteration 7Q: 3 clusters Score -231003.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -231096.234375 Penalty: 764.949463
	Iteration 8Q: 3 clusters Score -231096.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -231211.390625 Penalty: 764.949463
	Iteration 9Q: 3 clusters Score -231211.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -231299.140625 Penalty: 764.949463
	Iteration 10Q: 3 clusters Score -231299.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -231374.859375 Penalty: 764.949463
	Iteration 11Q: 3 clusters Score -231374.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -231459.484375 Penalty: 764.949463
	Iteration 12Q: 3 clusters Score -231459.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -231511.578125 Penalty: 764.949463
	Iteration 13Q: 3 clusters Score -231511.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -231551.609375 Penalty: 764.949463
	Iteration 14Q: 3 clusters Score -231551.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -231596.375000 Penalty: 764.949463
	Iteration 15Q: 3 clusters Score -231596.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -231624.218750 Penalty: 764.949463
	Iteration 16Q: 3 clusters Score -231624.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -231653.343750 Penalty: 764.949463
	Iteration 17Q: 3 clusters Score -231653.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -231670.531250 Penalty: 764.949463
	Iteration 18Q: 3 clusters Score -231670.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -231682.781250 Penalty: 764.949463
	Iteration 19Q: 3 clusters Score -231682.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -231696.921875 Penalty: 764.949463
	Iteration 20F: 3 clusters Score -231696.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -231713.437500 Penalty: 764.949463
	Iteration 21Q: 3 clusters Score -231713.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -231727.843750 Penalty: 764.949463
	Iteration 22Q: 3 clusters Score -231727.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -231742.593750 Penalty: 764.949463
	Iteration 23Q: 3 clusters Score -231742.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -231754.843750 Penalty: 764.949463
	Iteration 24Q: 3 clusters Score -231754.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -231768.562500 Penalty: 764.949463
	Iteration 25Q: 3 clusters Score -231768.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -231781.953125 Penalty: 764.949463
	Iteration 26Q: 3 clusters Score -231782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -231794.359375 Penalty: 764.949463
	Iteration 27Q: 3 clusters Score -231794.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -231806.500000 Penalty: 764.949463
	Iteration 28Q: 3 clusters Score -231806.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -231824.968750 Penalty: 764.949463
	Iteration 29Q: 3 clusters Score -231825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -231835.640625 Penalty: 764.949463
	Iteration 30Q: 3 clusters Score -231835.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -231843.546875 Penalty: 764.949463
	Iteration 31Q: 3 clusters Score -231843.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -231852.984375 Penalty: 764.949463
	Iteration 32Q: 3 clusters Score -231853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -231861.937500 Penalty: 764.949463
	Iteration 33Q: 3 clusters Score -231861.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -231866.968750 Penalty: 764.949463
	Iteration 34Q: 3 clusters Score -231867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -231872.718750 Penalty: 764.949463
	Iteration 35Q: 3 clusters Score -231872.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -231879.171875 Penalty: 764.949463
	Iteration 36Q: 3 clusters Score -231879.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -231886.515625 Penalty: 764.949463
	Iteration 37Q: 3 clusters Score -231886.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -231893.343750 Penalty: 764.949463
	Iteration 38Q: 3 clusters Score -231893.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -231895.468750 Penalty: 764.949463
	Iteration 39Q: 3 clusters Score -231895.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -231896.625000 Penalty: 764.949463
	Iteration 40F: 3 clusters Score -231896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -231896.734375 Penalty: 764.949463
	Iteration 41Q: 3 clusters Score -231896.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -231897.234375 Penalty: 764.949463
	Iteration 42Q: 3 clusters Score -231897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -231898.062500 Penalty: 764.949463
	Iteration 43Q: 3 clusters Score -231898.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -231898.062500 Penalty: 764.949463
	Iteration 44F: 3 clusters Score -231898.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (151549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151549 members 
Entering Unmasked Estep 
Score: -7877252.500000 Penalty: 542.754211
	Iteration 0F: 2 clusters Score -7877252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75737 members 
Mstep: Class 2 contains 75812 members 
Entering Unmasked Estep 
Score: -7775843.000000 Penalty: 1085.508423
	Iteration 0F: 3 clusters Score -7775843 nChanged 74249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -7822945.000000 Penalty: 1085.508423
	Iteration 1F: 3 clusters Score -7822945 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -7826617.500000 Penalty: 1085.508423
	Iteration 2Q: 3 clusters Score -7826618 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67556 members 
Mstep: Class 2 contains 83993 members 
Entering Unmasked Estep 
Score: -7832803.000000 Penalty: 1085.508423
	Iteration 3F: 3 clusters Score -7832803 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -7842156.000000 Penalty: 1085.508423
	Iteration 4F: 3 clusters Score -7842156 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62885 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -7852342.000000 Penalty: 1085.508423
	Iteration 5F: 3 clusters Score -7852342 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -7858204.000000 Penalty: 1085.508423
	Iteration 6F: 3 clusters Score -7858204 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 92484 members 
Entering Unmasked Estep 
Score: -7860905.500000 Penalty: 1085.508423
	Iteration 7Q: 3 clusters Score -7860906 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -7863084.000000 Penalty: 1085.508423
	Iteration 8Q: 3 clusters Score -7863084 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
Score: -7865144.000000 Penalty: 1085.508423
	Iteration 9Q: 3 clusters Score -7865144 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 98739 members 
Entering Unmasked Estep 
Score: -7867091.000000 Penalty: 1085.508423
	Iteration 10Q: 3 clusters Score -7867091 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 100761 members 
Entering Unmasked Estep 
Score: -7868938.500000 Penalty: 1085.508423
	Iteration 11Q: 3 clusters Score -7868938 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -7870442.000000 Penalty: 1085.508423
	Iteration 12Q: 3 clusters Score -7870442 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 104366 members 
Entering Unmasked Estep 
Score: -7871541.500000 Penalty: 1085.508423
	Iteration 13Q: 3 clusters Score -7871542 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -7872219.000000 Penalty: 1085.508423
	Iteration 14Q: 3 clusters Score -7872219 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 107556 members 
Entering Unmasked Estep 
Score: -7872762.000000 Penalty: 1085.508423
	Iteration 15Q: 3 clusters Score -7872762 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 108960 members 
Entering Unmasked Estep 
Score: -7873125.000000 Penalty: 1085.508423
	Iteration 16Q: 3 clusters Score -7873125 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 110211 members 
Entering Unmasked Estep 
Score: -7873503.500000 Penalty: 1085.508423
	Iteration 17Q: 3 clusters Score -7873504 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 111389 members 
Entering Unmasked Estep 
Score: -7873753.000000 Penalty: 1085.508423
	Iteration 18Q: 3 clusters Score -7873753 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 112620 members 
Entering Unmasked Estep 
Score: -7873961.000000 Penalty: 1085.508423
	Iteration 19Q: 3 clusters Score -7873961 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 113796 members 
Entering Unmasked Estep 
Score: -7874202.500000 Penalty: 1085.508423
	Iteration 20F: 3 clusters Score -7874202 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -7874412.000000 Penalty: 1085.508423
	Iteration 21Q: 3 clusters Score -7874412 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 116085 members 
Entering Unmasked Estep 
Score: -7874627.000000 Penalty: 1085.508423
	Iteration 22Q: 3 clusters Score -7874627 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 117123 members 
Entering Unmasked Estep 
Score: -7874743.500000 Penalty: 1085.508423
	Iteration 23Q: 3 clusters Score -7874744 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 118157 members 
Entering Unmasked Estep 
Score: -7874873.000000 Penalty: 1085.508423
	Iteration 24Q: 3 clusters Score -7874873 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 119157 members 
Entering Unmasked Estep 
Score: -7875036.000000 Penalty: 1085.508423
	Iteration 25Q: 3 clusters Score -7875036 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -7875123.500000 Penalty: 1085.508423
	Iteration 26Q: 3 clusters Score -7875124 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 121017 members 
Entering Unmasked Estep 
Score: -7875239.500000 Penalty: 1085.508423
	Iteration 27Q: 3 clusters Score -7875240 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 121937 members 
Entering Unmasked Estep 
Score: -7875326.500000 Penalty: 1085.508423
	Iteration 28Q: 3 clusters Score -7875326 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 122792 members 
Entering Unmasked Estep 
Score: -7875391.000000 Penalty: 1085.508423
	Iteration 29Q: 3 clusters Score -7875391 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 123648 members 
Entering Unmasked Estep 
Score: -7875549.500000 Penalty: 1085.508423
	Iteration 30Q: 3 clusters Score -7875550 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 124536 members 
Entering Unmasked Estep 
Score: -7875657.500000 Penalty: 1085.508423
	Iteration 31Q: 3 clusters Score -7875658 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 125385 members 
Entering Unmasked Estep 
Score: -7875748.000000 Penalty: 1085.508423
	Iteration 32Q: 3 clusters Score -7875748 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 126157 members 
Entering Unmasked Estep 
Score: -7875838.000000 Penalty: 1085.508423
	Iteration 33Q: 3 clusters Score -7875838 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 126929 members 
Entering Unmasked Estep 
Score: -7875910.500000 Penalty: 1085.508423
	Iteration 34Q: 3 clusters Score -7875910 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 127669 members 
Entering Unmasked Estep 
Score: -7876002.500000 Penalty: 1085.508423
	Iteration 35Q: 3 clusters Score -7876002 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 128347 members 
Entering Unmasked Estep 
Score: -7876043.500000 Penalty: 1085.508423
	Iteration 36Q: 3 clusters Score -7876044 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 129010 members 
Entering Unmasked Estep 
Score: -7876110.000000 Penalty: 1085.508423
	Iteration 37Q: 3 clusters Score -7876110 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 129637 members 
Entering Unmasked Estep 
Score: -7876132.000000 Penalty: 1085.508423
	Iteration 38Q: 3 clusters Score -7876132 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 130244 members 
Entering Unmasked Estep 
Score: -7876213.000000 Penalty: 1085.508423
	Iteration 39Q: 3 clusters Score -7876213 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 130819 members 
Entering Unmasked Estep 
Score: -7876250.000000 Penalty: 1085.508423
	Iteration 40F: 3 clusters Score -7876250 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 131391 members 
Entering Unmasked Estep 
Score: -7876322.500000 Penalty: 1085.508423
	Iteration 41Q: 3 clusters Score -7876322 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 131932 members 
Entering Unmasked Estep 
Score: -7876379.000000 Penalty: 1085.508423
	Iteration 42Q: 3 clusters Score -7876379 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 132442 members 
Entering Unmasked Estep 
Score: -7876378.500000 Penalty: 1085.508423
	Iteration 43Q: 3 clusters Score -7876378 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 132913 members 
Entering Unmasked Estep 
Score: -7876408.000000 Penalty: 1085.508423
	Iteration 44Q: 3 clusters Score -7876408 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 133383 members 
Entering Unmasked Estep 
Score: -7876434.500000 Penalty: 1085.508423
	Iteration 45Q: 3 clusters Score -7876434 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 133789 members 
Entering Unmasked Estep 
Score: -7876484.500000 Penalty: 1085.508423
	Iteration 46Q: 3 clusters Score -7876484 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 134174 members 
Entering Unmasked Estep 
Score: -7876490.000000 Penalty: 1085.508423
	Iteration 47Q: 3 clusters Score -7876490 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 134519 members 
Entering Unmasked Estep 
Score: -7876534.000000 Penalty: 1085.508423
	Iteration 48Q: 3 clusters Score -7876534 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 134859 members 
Entering Unmasked Estep 
Score: -7876559.500000 Penalty: 1085.508423
	Iteration 49Q: 3 clusters Score -7876560 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 135160 members 
Entering Unmasked Estep 
Score: -7876584.000000 Penalty: 1085.508423
	Iteration 50Q: 3 clusters Score -7876584 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 135433 members 
Entering Unmasked Estep 
Score: -7876613.500000 Penalty: 1085.508423
	Iteration 51Q: 3 clusters Score -7876614 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 135683 members 
Entering Unmasked Estep 
Score: -7876643.000000 Penalty: 1085.508423
	Iteration 52Q: 3 clusters Score -7876643 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 135934 members 
Entering Unmasked Estep 
Score: -7876653.000000 Penalty: 1085.508423
	Iteration 53Q: 3 clusters Score -7876653 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 136177 members 
Entering Unmasked Estep 
Score: -7876670.000000 Penalty: 1085.508423
	Iteration 54Q: 3 clusters Score -7876670 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 136455 members 
Entering Unmasked Estep 
Score: -7876693.000000 Penalty: 1085.508423
	Iteration 55Q: 3 clusters Score -7876693 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 136742 members 
Entering Unmasked Estep 
Score: -7876663.500000 Penalty: 1085.508423
	Iteration 56Q: 3 clusters Score -7876664 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 136991 members 
Entering Unmasked Estep 
Score: -7876663.000000 Penalty: 1085.508423
	Iteration 57Q: 3 clusters Score -7876663 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 137232 members 
Entering Unmasked Estep 
Score: -7876685.500000 Penalty: 1085.508423
	Iteration 58Q: 3 clusters Score -7876686 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 137458 members 
Entering Unmasked Estep 
Score: -7876696.000000 Penalty: 1085.508423
	Iteration 59Q: 3 clusters Score -7876696 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 137660 members 
Entering Unmasked Estep 
Score: -7876697.500000 Penalty: 1085.508423
	Iteration 60F: 3 clusters Score -7876698 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 137850 members 
Entering Unmasked Estep 
Score: -7876694.000000 Penalty: 1085.508423
	Iteration 61Q: 3 clusters Score -7876694 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 138040 members 
Entering Unmasked Estep 
Score: -7876698.500000 Penalty: 1085.508423
	Iteration 62Q: 3 clusters Score -7876698 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 138217 members 
Entering Unmasked Estep 
Score: -7876715.500000 Penalty: 1085.508423
	Iteration 63Q: 3 clusters Score -7876716 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 138374 members 
Entering Unmasked Estep 
Score: -7876697.500000 Penalty: 1085.508423
	Iteration 64Q: 3 clusters Score -7876698 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 138561 members 
Entering Unmasked Estep 
Score: -7876711.500000 Penalty: 1085.508423
	Iteration 65Q: 3 clusters Score -7876712 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 138743 members 
Entering Unmasked Estep 
Score: -7876736.000000 Penalty: 1085.508423
	Iteration 66Q: 3 clusters Score -7876736 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 138917 members 
Entering Unmasked Estep 
Score: -7876714.000000 Penalty: 1085.508423
	Iteration 67Q: 3 clusters Score -7876714 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 139078 members 
Entering Unmasked Estep 
Score: -7876709.000000 Penalty: 1085.508423
	Iteration 68Q: 3 clusters Score -7876709 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 139228 members 
Entering Unmasked Estep 
Score: -7876708.500000 Penalty: 1085.508423
	Iteration 69Q: 3 clusters Score -7876708 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 139376 members 
Entering Unmasked Estep 
Score: -7876689.500000 Penalty: 1085.508423
	Iteration 70Q: 3 clusters Score -7876690 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 139522 members 
Entering Unmasked Estep 
Score: -7876679.500000 Penalty: 1085.508423
	Iteration 71Q: 3 clusters Score -7876680 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 139670 members 
Entering Unmasked Estep 
Score: -7876672.500000 Penalty: 1085.508423
	Iteration 72Q: 3 clusters Score -7876672 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 139827 members 
Entering Unmasked Estep 
Score: -7876655.500000 Penalty: 1085.508423
	Iteration 73Q: 3 clusters Score -7876656 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 139974 members 
Entering Unmasked Estep 
Score: -7876661.000000 Penalty: 1085.508423
	Iteration 74Q: 3 clusters Score -7876661 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 140119 members 
Entering Unmasked Estep 
Score: -7876679.000000 Penalty: 1085.508423
	Iteration 75Q: 3 clusters Score -7876679 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 140287 members 
Entering Unmasked Estep 
Score: -7876683.000000 Penalty: 1085.508423
	Iteration 76Q: 3 clusters Score -7876683 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 140466 members 
Entering Unmasked Estep 
Score: -7876687.500000 Penalty: 1085.508423
	Iteration 77Q: 3 clusters Score -7876688 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 140626 members 
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Mstep: Class 2 contains 140777 members 
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Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 140953 members 
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Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 141146 members 
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Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 141489 members 
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Mstep: Class 1 contains 9913 members 
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Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 141794 members 
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Mstep: Class 1 contains 9610 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9473 members 
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Mstep: Class 1 contains 9334 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9197 members 
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Mstep: Class 1 contains 9045 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 142662 members 
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Mstep: Class 1 contains 8747 members 
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Mstep: Class 1 contains 8266 members 
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Mstep: Class 1 contains 7976 members 
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Mstep: Class 1 contains 7910 members 
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Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 143696 members 
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Mstep: Class 1 contains 7800 members 
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Mstep: Class 2 contains 143796 members 
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Mstep: Class 1 contains 6894 members 
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Mstep: Class 1 contains 6639 members 
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	Iteration 126Q: 3 clusters Score -7876624 nChanged 49
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Mstep: Class 1 contains 5973 members 
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	Iteration 140F: 3 clusters Score -7876608 nChanged 30
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Mstep: Class 1 contains 5558 members 
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	Iteration 151Q: 3 clusters Score -7876640 nChanged 37
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	Iteration 158Q: 3 clusters Score -7876662 nChanged 23
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	Iteration 159Q: 3 clusters Score -7876662 nChanged 24
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	Iteration 161Q: 3 clusters Score -7876688 nChanged 39
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	Iteration 165Q: 3 clusters Score -7876691 nChanged 50
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Entering Unmasked Estep 
Score: -7876702.500000 Penalty: 1085.508423
	Iteration 169Q: 3 clusters Score -7876702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 146858 members 
Entering Unmasked Estep 
Score: -7876709.000000 Penalty: 1085.508423
	Iteration 170Q: 3 clusters Score -7876709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 146884 members 
Entering Unmasked Estep 
Score: -7876711.000000 Penalty: 1085.508423
	Iteration 171Q: 3 clusters Score -7876711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 146903 members 
Entering Unmasked Estep 
Score: -7876714.500000 Penalty: 1085.508423
	Iteration 172Q: 3 clusters Score -7876714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 146917 members 
Entering Unmasked Estep 
Score: -7876720.000000 Penalty: 1085.508423
	Iteration 173Q: 3 clusters Score -7876720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 146938 members 
Entering Unmasked Estep 
Score: -7876724.000000 Penalty: 1085.508423
	Iteration 174Q: 3 clusters Score -7876724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 146951 members 
Entering Unmasked Estep 
Score: -7876717.500000 Penalty: 1085.508423
	Iteration 175Q: 3 clusters Score -7876718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 146970 members 
Entering Unmasked Estep 
Score: -7876720.500000 Penalty: 1085.508423
	Iteration 176Q: 3 clusters Score -7876720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 146993 members 
Entering Unmasked Estep 
Score: -7876713.000000 Penalty: 1085.508423
	Iteration 177Q: 3 clusters Score -7876713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 147019 members 
Entering Unmasked Estep 
Score: -7876712.000000 Penalty: 1085.508423
	Iteration 178Q: 3 clusters Score -7876712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 147041 members 
Entering Unmasked Estep 
Score: -7876704.000000 Penalty: 1085.508423
	Iteration 179Q: 3 clusters Score -7876704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 147063 members 
Entering Unmasked Estep 
Score: -7876716.500000 Penalty: 1085.508423
	Iteration 180F: 3 clusters Score -7876716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 147088 members 
Entering Unmasked Estep 
Score: -7876713.000000 Penalty: 1085.508423
	Iteration 181Q: 3 clusters Score -7876713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 147109 members 
Entering Unmasked Estep 
Score: -7876709.500000 Penalty: 1085.508423
	Iteration 182Q: 3 clusters Score -7876710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 147126 members 
Entering Unmasked Estep 
Score: -7876705.000000 Penalty: 1085.508423
	Iteration 183Q: 3 clusters Score -7876705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -7876698.000000 Penalty: 1085.508423
	Iteration 184Q: 3 clusters Score -7876698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -7876707.000000 Penalty: 1085.508423
	Iteration 185Q: 3 clusters Score -7876707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 147164 members 
Entering Unmasked Estep 
Score: -7876705.500000 Penalty: 1085.508423
	Iteration 186Q: 3 clusters Score -7876706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 147179 members 
Entering Unmasked Estep 
Score: -7876707.500000 Penalty: 1085.508423
	Iteration 187Q: 3 clusters Score -7876708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 147193 members 
Entering Unmasked Estep 
Score: -7876711.000000 Penalty: 1085.508423
	Iteration 188Q: 3 clusters Score -7876711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 147208 members 
Entering Unmasked Estep 
Score: -7876716.000000 Penalty: 1085.508423
	Iteration 189Q: 3 clusters Score -7876716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 147214 members 
Entering Unmasked Estep 
Score: -7876714.000000 Penalty: 1085.508423
	Iteration 190Q: 3 clusters Score -7876714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 147222 members 
Entering Unmasked Estep 
Score: -7876718.500000 Penalty: 1085.508423
	Iteration 191Q: 3 clusters Score -7876718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 147229 members 
Entering Unmasked Estep 
Score: -7876718.000000 Penalty: 1085.508423
	Iteration 192Q: 3 clusters Score -7876718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 147234 members 
Entering Unmasked Estep 
Score: -7876716.000000 Penalty: 1085.508423
	Iteration 193Q: 3 clusters Score -7876716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 147238 members 
Entering Unmasked Estep 
Score: -7876716.000000 Penalty: 1085.508423
	Iteration 194Q: 3 clusters Score -7876716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 147240 members 
Entering Unmasked Estep 
Score: -7876717.000000 Penalty: 1085.508423
	Iteration 195Q: 3 clusters Score -7876717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 147242 members 
Entering Unmasked Estep 
Score: -7876715.500000 Penalty: 1085.508423
	Iteration 196Q: 3 clusters Score -7876716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 147244 members 
Entering Unmasked Estep 
Score: -7876721.500000 Penalty: 1085.508423
	Iteration 197Q: 3 clusters Score -7876722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 147248 members 
Entering Unmasked Estep 
Score: -7876719.500000 Penalty: 1085.508423
	Iteration 198Q: 3 clusters Score -7876720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 147248 members 
Entering Unmasked Estep 
Score: -7876719.500000 Penalty: 1085.508423
	Iteration 199F: 3 clusters Score -7876720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (63966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Entering Unmasked Estep 
Score: -3449329.500000 Penalty: 503.507874
	Iteration 0F: 2 clusters Score -3449330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -3405985.750000 Penalty: 1007.015747
	Iteration 0F: 3 clusters Score -3405986 nChanged 31168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -3426126.500000 Penalty: 1007.015747
	Iteration 1F: 3 clusters Score -3426126 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3427955.500000 Penalty: 1007.015747
	Iteration 2F: 3 clusters Score -3427956 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3430936.500000 Penalty: 1007.015747
	Iteration 3F: 3 clusters Score -3430936 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3435504.250000 Penalty: 1007.015747
	Iteration 4F: 3 clusters Score -3435504 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3440921.250000 Penalty: 1007.015747
	Iteration 5F: 3 clusters Score -3440921 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3445280.500000 Penalty: 1007.015747
	Iteration 6F: 3 clusters Score -3445280 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3447441.250000 Penalty: 1007.015747
	Iteration 7Q: 3 clusters Score -3447441 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3448276.250000 Penalty: 1007.015747
	Iteration 8Q: 3 clusters Score -3448276 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3448592.250000 Penalty: 1007.015747
	Iteration 9Q: 3 clusters Score -3448592 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3448736.000000 Penalty: 1007.015747
	Iteration 10Q: 3 clusters Score -3448736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3448799.000000 Penalty: 1007.015747
	Iteration 11Q: 3 clusters Score -3448799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3448827.500000 Penalty: 1007.015747
	Iteration 12Q: 3 clusters Score -3448828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3448857.250000 Penalty: 1007.015747
	Iteration 13Q: 3 clusters Score -3448857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3448871.500000 Penalty: 1007.015747
	Iteration 14Q: 3 clusters Score -3448872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -3448878.250000 Penalty: 1007.015747
	Iteration 15Q: 3 clusters Score -3448878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -3448888.000000 Penalty: 1007.015747
	Iteration 16Q: 3 clusters Score -3448888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3448896.250000 Penalty: 1007.015747
	Iteration 17Q: 3 clusters Score -3448896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3448904.750000 Penalty: 1007.015747
	Iteration 18Q: 3 clusters Score -3448905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3448911.750000 Penalty: 1007.015747
	Iteration 19Q: 3 clusters Score -3448912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3448919.750000 Penalty: 1007.015747
	Iteration 20F: 3 clusters Score -3448920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3448921.000000 Penalty: 1007.015747
	Iteration 21Q: 3 clusters Score -3448921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3448924.750000 Penalty: 1007.015747
	Iteration 22Q: 3 clusters Score -3448925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3448926.750000 Penalty: 1007.015747
	Iteration 23Q: 3 clusters Score -3448927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3448928.750000 Penalty: 1007.015747
	Iteration 24Q: 3 clusters Score -3448929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3448928.500000 Penalty: 1007.015747
	Iteration 25Q: 3 clusters Score -3448928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3448929.000000 Penalty: 1007.015747
	Iteration 26Q: 3 clusters Score -3448929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3448929.000000 Penalty: 1007.015747
	Iteration 27F: 3 clusters Score -3448929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Entering Unmasked Estep 
Score: -297974.125000 Penalty: 394.080994
	Iteration 0F: 2 clusters Score -297974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -294114.625000 Penalty: 788.161987
	Iteration 0F: 3 clusters Score -294114.6 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -295630.062500 Penalty: 788.161987
	Iteration 1F: 3 clusters Score -295630.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -295838.843750 Penalty: 788.161987
	Iteration 2F: 3 clusters Score -295838.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -296129.406250 Penalty: 788.161987
	Iteration 3F: 3 clusters Score -296129.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -296524.968750 Penalty: 788.161987
	Iteration 4F: 3 clusters Score -296525 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -296968.531250 Penalty: 788.161987
	Iteration 5F: 3 clusters Score -296968.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -297345.812500 Penalty: 788.161987
	Iteration 6F: 3 clusters Score -297345.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -297592.906250 Penalty: 788.161987
	Iteration 7F: 3 clusters Score -297592.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -297726.656250 Penalty: 788.161987
	Iteration 8Q: 3 clusters Score -297726.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -297810.468750 Penalty: 788.161987
	Iteration 9Q: 3 clusters Score -297810.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -297867.843750 Penalty: 788.161987
	Iteration 10Q: 3 clusters Score -297867.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -297894.937500 Penalty: 788.161987
	Iteration 11Q: 3 clusters Score -297894.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -297909.562500 Penalty: 788.161987
	Iteration 12Q: 3 clusters Score -297909.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -297915.562500 Penalty: 788.161987
	Iteration 13Q: 3 clusters Score -297915.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -297919.906250 Penalty: 788.161987
	Iteration 14Q: 3 clusters Score -297919.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -297923.062500 Penalty: 788.161987
	Iteration 15Q: 3 clusters Score -297923.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -297925.000000 Penalty: 788.161987
	Iteration 16Q: 3 clusters Score -297925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -297926.125000 Penalty: 788.161987
	Iteration 17Q: 3 clusters Score -297926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -297927.593750 Penalty: 788.161987
	Iteration 18Q: 3 clusters Score -297927.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -297927.562500 Penalty: 788.161987
	Iteration 19Q: 3 clusters Score -297927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -297928.156250 Penalty: 788.161987
	Iteration 20F: 3 clusters Score -297928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -297928.312500 Penalty: 788.161987
	Iteration 21Q: 3 clusters Score -297928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -297928.656250 Penalty: 788.161987
	Iteration 22Q: 3 clusters Score -297928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -297929.031250 Penalty: 788.161987
	Iteration 23Q: 3 clusters Score -297929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -297928.750000 Penalty: 788.161987
	Iteration 24Q: 3 clusters Score -297928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -297928.625000 Penalty: 788.161987
	Iteration 25Q: 3 clusters Score -297928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -297928.625000 Penalty: 788.161987
	Iteration 26F: 3 clusters Score -297928.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Entering Unmasked Estep 
Score: -836846.812500 Penalty: 440.569275
	Iteration 0F: 2 clusters Score -836846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -826125.000000 Penalty: 881.138550
	Iteration 0F: 3 clusters Score -826125 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -830753.687500 Penalty: 881.138550
	Iteration 1F: 3 clusters Score -830753.7 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -831410.500000 Penalty: 881.138550
	Iteration 2F: 3 clusters Score -831410.5 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -832352.750000 Penalty: 881.138550
	Iteration 3F: 3 clusters Score -832352.8 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -833400.437500 Penalty: 881.138550
	Iteration 4F: 3 clusters Score -833400.4 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -834289.000000 Penalty: 881.138550
	Iteration 5F: 3 clusters Score -834289 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -834773.750000 Penalty: 881.138550
	Iteration 6F: 3 clusters Score -834773.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -834989.750000 Penalty: 881.138550
	Iteration 7Q: 3 clusters Score -834989.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -835098.375000 Penalty: 881.138550
	Iteration 8Q: 3 clusters Score -835098.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -835196.500000 Penalty: 881.138550
	Iteration 9Q: 3 clusters Score -835196.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -835293.250000 Penalty: 881.138550
	Iteration 10Q: 3 clusters Score -835293.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -835392.625000 Penalty: 881.138550
	Iteration 11Q: 3 clusters Score -835392.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -835490.937500 Penalty: 881.138550
	Iteration 12Q: 3 clusters Score -835490.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -835571.937500 Penalty: 881.138550
	Iteration 13Q: 3 clusters Score -835571.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -835653.187500 Penalty: 881.138550
	Iteration 14Q: 3 clusters Score -835653.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -835725.937500 Penalty: 881.138550
	Iteration 15Q: 3 clusters Score -835725.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -835813.437500 Penalty: 881.138550
	Iteration 16Q: 3 clusters Score -835813.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -835929.125000 Penalty: 881.138550
	Iteration 17Q: 3 clusters Score -835929.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -836055.437500 Penalty: 881.138550
	Iteration 18Q: 3 clusters Score -836055.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -836194.437500 Penalty: 881.138550
	Iteration 19Q: 3 clusters Score -836194.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -836351.375000 Penalty: 881.138550
	Iteration 20F: 3 clusters Score -836351.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -836479.187500 Penalty: 881.138550
	Iteration 21Q: 3 clusters Score -836479.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -836564.250000 Penalty: 881.138550
	Iteration 22Q: 3 clusters Score -836564.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -836612.875000 Penalty: 881.138550
	Iteration 23Q: 3 clusters Score -836612.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -836635.375000 Penalty: 881.138550
	Iteration 24Q: 3 clusters Score -836635.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -836649.562500 Penalty: 881.138550
	Iteration 25Q: 3 clusters Score -836649.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -836661.875000 Penalty: 881.138550
	Iteration 26Q: 3 clusters Score -836661.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -836663.875000 Penalty: 881.138550
	Iteration 27Q: 3 clusters Score -836663.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -836670.937500 Penalty: 881.138550
	Iteration 28Q: 3 clusters Score -836670.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -836675.437500 Penalty: 881.138550
	Iteration 29Q: 3 clusters Score -836675.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -836678.312500 Penalty: 881.138550
	Iteration 30Q: 3 clusters Score -836678.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -836681.937500 Penalty: 881.138550
	Iteration 31Q: 3 clusters Score -836681.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -836685.250000 Penalty: 881.138550
	Iteration 32Q: 3 clusters Score -836685.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -836685.062500 Penalty: 881.138550
	Iteration 33Q: 3 clusters Score -836685.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -836688.187500 Penalty: 881.138550
	Iteration 34Q: 3 clusters Score -836688.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -836689.562500 Penalty: 881.138550
	Iteration 35Q: 3 clusters Score -836689.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -836691.312500 Penalty: 881.138550
	Iteration 36Q: 3 clusters Score -836691.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -836692.125000 Penalty: 881.138550
	Iteration 37Q: 3 clusters Score -836692.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -836694.062500 Penalty: 881.138550
	Iteration 38Q: 3 clusters Score -836694.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -836696.500000 Penalty: 881.138550
	Iteration 39Q: 3 clusters Score -836696.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -836696.312500 Penalty: 881.138550
	Iteration 40F: 3 clusters Score -836696.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -836696.250000 Penalty: 881.138550
	Iteration 41Q: 3 clusters Score -836696.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -836696.937500 Penalty: 881.138550
	Iteration 42Q: 3 clusters Score -836696.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -836697.125000 Penalty: 881.138550
	Iteration 43Q: 3 clusters Score -836697.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -836696.500000 Penalty: 881.138550
	Iteration 44Q: 3 clusters Score -836696.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -836697.937500 Penalty: 881.138550
	Iteration 45Q: 3 clusters Score -836697.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -836698.250000 Penalty: 881.138550
	Iteration 46Q: 3 clusters Score -836698.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -836698.500000 Penalty: 881.138550
	Iteration 47Q: 3 clusters Score -836698.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -836699.687500 Penalty: 881.138550
	Iteration 48Q: 3 clusters Score -836699.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -836699.875000 Penalty: 881.138550
	Iteration 49Q: 3 clusters Score -836699.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -836699.437500 Penalty: 881.138550
	Iteration 50Q: 3 clusters Score -836699.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -836700.312500 Penalty: 881.138550
	Iteration 51Q: 3 clusters Score -836700.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -836699.625000 Penalty: 881.138550
	Iteration 52Q: 3 clusters Score -836699.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -836701.625000 Penalty: 881.138550
	Iteration 53Q: 3 clusters Score -836701.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -836699.875000 Penalty: 881.138550
	Iteration 54Q: 3 clusters Score -836699.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -836702.750000 Penalty: 881.138550
	Iteration 55Q: 3 clusters Score -836702.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -836704.812500 Penalty: 881.138550
	Iteration 56Q: 3 clusters Score -836704.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -836707.187500 Penalty: 881.138550
	Iteration 57Q: 3 clusters Score -836707.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -836707.250000 Penalty: 881.138550
	Iteration 58Q: 3 clusters Score -836707.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -836710.812500 Penalty: 881.138550
	Iteration 59Q: 3 clusters Score -836710.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -836716.250000 Penalty: 881.138550
	Iteration 60F: 3 clusters Score -836716.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -836717.875000 Penalty: 881.138550
	Iteration 61Q: 3 clusters Score -836717.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -836719.812500 Penalty: 881.138550
	Iteration 62Q: 3 clusters Score -836719.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -836723.250000 Penalty: 881.138550
	Iteration 63Q: 3 clusters Score -836723.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -836727.062500 Penalty: 881.138550
	Iteration 64Q: 3 clusters Score -836727.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -836731.062500 Penalty: 881.138550
	Iteration 65Q: 3 clusters Score -836731.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -836733.187500 Penalty: 881.138550
	Iteration 66Q: 3 clusters Score -836733.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -836735.250000 Penalty: 881.138550
	Iteration 67Q: 3 clusters Score -836735.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -836740.875000 Penalty: 881.138550
	Iteration 68Q: 3 clusters Score -836740.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -836745.187500 Penalty: 881.138550
	Iteration 69Q: 3 clusters Score -836745.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -836748.500000 Penalty: 881.138550
	Iteration 70Q: 3 clusters Score -836748.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -836751.875000 Penalty: 881.138550
	Iteration 71Q: 3 clusters Score -836751.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -836757.250000 Penalty: 881.138550
	Iteration 72Q: 3 clusters Score -836757.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -836762.750000 Penalty: 881.138550
	Iteration 73Q: 3 clusters Score -836762.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -836770.375000 Penalty: 881.138550
	Iteration 74Q: 3 clusters Score -836770.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -836779.062500 Penalty: 881.138550
	Iteration 75Q: 3 clusters Score -836779.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -836789.187500 Penalty: 881.138550
	Iteration 76Q: 3 clusters Score -836789.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -836797.625000 Penalty: 881.138550
	Iteration 77Q: 3 clusters Score -836797.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -836812.687500 Penalty: 881.138550
	Iteration 78Q: 3 clusters Score -836812.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -836822.187500 Penalty: 881.138550
	Iteration 79Q: 3 clusters Score -836822.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -836832.062500 Penalty: 881.138550
	Iteration 80F: 3 clusters Score -836832.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -836839.625000 Penalty: 881.138550
	Iteration 81Q: 3 clusters Score -836839.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -836845.937500 Penalty: 881.138550
	Iteration 82Q: 3 clusters Score -836845.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -836847.875000 Penalty: 881.138550
	Iteration 83Q: 3 clusters Score -836847.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -836853.000000 Penalty: 881.138550
	Iteration 84Q: 3 clusters Score -836853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -836860.500000 Penalty: 881.138550
	Iteration 85Q: 3 clusters Score -836860.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -836871.812500 Penalty: 881.138550
	Iteration 86Q: 3 clusters Score -836871.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -836879.312500 Penalty: 881.138550
	Iteration 87Q: 3 clusters Score -836879.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -836887.687500 Penalty: 881.138550
	Iteration 88Q: 3 clusters Score -836887.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -836892.687500 Penalty: 881.138550
	Iteration 89Q: 3 clusters Score -836892.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -836903.937500 Penalty: 881.138550
	Iteration 90Q: 3 clusters Score -836903.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -836906.750000 Penalty: 881.138550
	Iteration 91Q: 3 clusters Score -836906.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -836918.000000 Penalty: 881.138550
	Iteration 92Q: 3 clusters Score -836918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -836923.437500 Penalty: 881.138550
	Iteration 93Q: 3 clusters Score -836923.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -836929.937500 Penalty: 881.138550
	Iteration 94Q: 3 clusters Score -836929.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -836938.250000 Penalty: 881.138550
	Iteration 95Q: 3 clusters Score -836938.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -836945.312500 Penalty: 881.138550
	Iteration 96Q: 3 clusters Score -836945.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -836955.250000 Penalty: 881.138550
	Iteration 97Q: 3 clusters Score -836955.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -836962.625000 Penalty: 881.138550
	Iteration 98Q: 3 clusters Score -836962.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -836972.875000 Penalty: 881.138550
	Iteration 99Q: 3 clusters Score -836972.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -836980.125000 Penalty: 881.138550
	Iteration 100F: 3 clusters Score -836980.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -836987.312500 Penalty: 881.138550
	Iteration 101Q: 3 clusters Score -836987.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -836990.312500 Penalty: 881.138550
	Iteration 102Q: 3 clusters Score -836990.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -836994.000000 Penalty: 881.138550
	Iteration 103Q: 3 clusters Score -836994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -836998.562500 Penalty: 881.138550
	Iteration 104Q: 3 clusters Score -836998.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -837001.000000 Penalty: 881.138550
	Iteration 105Q: 3 clusters Score -837001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -837004.625000 Penalty: 881.138550
	Iteration 106Q: 3 clusters Score -837004.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -837008.875000 Penalty: 881.138550
	Iteration 107Q: 3 clusters Score -837008.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -837014.750000 Penalty: 881.138550
	Iteration 108Q: 3 clusters Score -837014.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -837019.875000 Penalty: 881.138550
	Iteration 109Q: 3 clusters Score -837019.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -837021.875000 Penalty: 881.138550
	Iteration 110Q: 3 clusters Score -837021.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -837027.562500 Penalty: 881.138550
	Iteration 111Q: 3 clusters Score -837027.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -837031.062500 Penalty: 881.138550
	Iteration 112Q: 3 clusters Score -837031.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -837033.375000 Penalty: 881.138550
	Iteration 113Q: 3 clusters Score -837033.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -837037.687500 Penalty: 881.138550
	Iteration 114Q: 3 clusters Score -837037.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -837044.000000 Penalty: 881.138550
	Iteration 115Q: 3 clusters Score -837044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -837046.312500 Penalty: 881.138550
	Iteration 116Q: 3 clusters Score -837046.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -837049.875000 Penalty: 881.138550
	Iteration 117Q: 3 clusters Score -837049.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -837057.062500 Penalty: 881.138550
	Iteration 118Q: 3 clusters Score -837057.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -837063.875000 Penalty: 881.138550
	Iteration 119Q: 3 clusters Score -837063.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -837073.875000 Penalty: 881.138550
	Iteration 120F: 3 clusters Score -837073.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -837081.125000 Penalty: 881.138550
	Iteration 121Q: 3 clusters Score -837081.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -837086.750000 Penalty: 881.138550
	Iteration 122Q: 3 clusters Score -837086.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -837096.875000 Penalty: 881.138550
	Iteration 123Q: 3 clusters Score -837096.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -837101.625000 Penalty: 881.138550
	Iteration 124Q: 3 clusters Score -837101.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -837108.125000 Penalty: 881.138550
	Iteration 125Q: 3 clusters Score -837108.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -837117.312500 Penalty: 881.138550
	Iteration 126Q: 3 clusters Score -837117.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -837121.437500 Penalty: 881.138550
	Iteration 127Q: 3 clusters Score -837121.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -837130.687500 Penalty: 881.138550
	Iteration 128Q: 3 clusters Score -837130.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -837131.187500 Penalty: 881.138550
	Iteration 129Q: 3 clusters Score -837131.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -837131.500000 Penalty: 881.138550
	Iteration 130Q: 3 clusters Score -837131.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -837132.000000 Penalty: 881.138550
	Iteration 131Q: 3 clusters Score -837132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -837132.625000 Penalty: 881.138550
	Iteration 132Q: 3 clusters Score -837132.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -837133.875000 Penalty: 881.138550
	Iteration 133Q: 3 clusters Score -837133.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -837136.562500 Penalty: 881.138550
	Iteration 134Q: 3 clusters Score -837136.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -837137.750000 Penalty: 881.138550
	Iteration 135Q: 3 clusters Score -837137.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -837137.562500 Penalty: 881.138550
	Iteration 136Q: 3 clusters Score -837137.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -837136.562500 Penalty: 881.138550
	Iteration 137Q: 3 clusters Score -837136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -837138.875000 Penalty: 881.138550
	Iteration 138Q: 3 clusters Score -837138.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -837139.562500 Penalty: 881.138550
	Iteration 139Q: 3 clusters Score -837139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -837139.437500 Penalty: 881.138550
	Iteration 140F: 3 clusters Score -837139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -837140.562500 Penalty: 881.138550
	Iteration 141Q: 3 clusters Score -837140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -837139.812500 Penalty: 881.138550
	Iteration 142Q: 3 clusters Score -837139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -837139.062500 Penalty: 881.138550
	Iteration 143Q: 3 clusters Score -837139.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -837140.250000 Penalty: 881.138550
	Iteration 144Q: 3 clusters Score -837140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -837140.375000 Penalty: 881.138550
	Iteration 145Q: 3 clusters Score -837140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -837139.812500 Penalty: 881.138550
	Iteration 146Q: 3 clusters Score -837139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -837139.750000 Penalty: 881.138550
	Iteration 147Q: 3 clusters Score -837139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -837139.875000 Penalty: 881.138550
	Iteration 148Q: 3 clusters Score -837139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -837139.875000 Penalty: 881.138550
	Iteration 149F: 3 clusters Score -837139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 95860 members 
Mstep: Class 3 contains 71157 members 
Mstep: Class 4 contains 1189 members 
Mstep: Class 5 contains 48300 members 
Mstep: Class 6 contains 73538 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 151549 members 
Mstep: Class 9 contains 63966 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 3894 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 9853 members 
Mstep: Class 14 contains 82619 members 
Mstep: Class 15 contains 11441 members 
Mstep: Class 16 contains 31940 members 
Mstep: Class 17 contains 7260 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 76598 members 
Mstep: Class 20 contains 7203 members 
Mstep: Class 21 contains 6503 members 
Mstep: Class 22 contains 2759 members 
Mstep: Class 23 contains 50616 members 
Mstep: Class 24 contains 5823 members 
Mstep: Class 25 contains 2061 members 
Mstep: Class 26 contains 73100 members 
Mstep: Class 27 contains 153028 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 6294 members 
Mstep: Class 30 contains 9950 members 
Mstep: Class 31 contains 77071 members 
Mstep: Class 32 contains 1252 members 
Mstep: Class 33 contains 24312 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 725 members 
Mstep: Class 36 contains 86577 members 
Mstep: Class 37 contains 8227 members 
Mstep: Class 38 contains 18669 members 
Mstep: Class 39 contains 8451 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 93075 members 
Mstep: Class 42 contains 6394 members 
Mstep: Class 43 contains 19112 members 
Mstep: Class 44 contains 4130 members 
Mstep: Class 45 contains 34627 members 
Mstep: Class 46 contains 12146 members 
Mstep: Class 47 contains 81005 members 
Mstep: Class 48 contains 2726 members 
Mstep: Class 49 contains 30934 members 
Mstep: Class 50 contains 150192 members 
Entering Unmasked Estep 
Score: -87438392.000000 Penalty: 32677.640625
Splitting cluster 11 changes total score from -87439112.000000 to -87438392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -60821.535156 Penalty: 324.673767
	Iteration 0F: 2 clusters Score -60821.54 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 624 members 
Entering Unmasked Estep 
Score: -59825.789062 Penalty: 649.347534
	Iteration 0F: 3 clusters Score -59825.79 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -60128.769531 Penalty: 649.347534
	Iteration 1F: 3 clusters Score -60128.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -60183.035156 Penalty: 649.347534
	Iteration 2F: 3 clusters Score -60183.04 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -60233.632812 Penalty: 649.347534
	Iteration 3F: 3 clusters Score -60233.63 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -60270.890625 Penalty: 649.347534
	Iteration 4Q: 3 clusters Score -60270.89 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -60310.972656 Penalty: 649.347534
	Iteration 5Q: 3 clusters Score -60310.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -60359.675781 Penalty: 649.347534
	Iteration 6Q: 3 clusters Score -60359.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -60405.367188 Penalty: 649.347534
	Iteration 7F: 3 clusters Score -60405.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -60445.785156 Penalty: 649.347534
	Iteration 8Q: 3 clusters Score -60445.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -60500.707031 Penalty: 649.347534
	Iteration 9Q: 3 clusters Score -60500.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -60545.546875 Penalty: 649.347534
	Iteration 10Q: 3 clusters Score -60545.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -60567.816406 Penalty: 649.347534
	Iteration 11Q: 3 clusters Score -60567.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -60573.617188 Penalty: 649.347534
	Iteration 12Q: 3 clusters Score -60573.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -60576.402344 Penalty: 649.347534
	Iteration 13Q: 3 clusters Score -60576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -60576.839844 Penalty: 649.347534
	Iteration 14Q: 3 clusters Score -60576.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -60577.550781 Penalty: 649.347534
	Iteration 15Q: 3 clusters Score -60577.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -60578.136719 Penalty: 649.347534
	Iteration 16Q: 3 clusters Score -60578.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -60578.484375 Penalty: 649.347534
	Iteration 17Q: 3 clusters Score -60578.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -60578.773438 Penalty: 649.347534
	Iteration 18Q: 3 clusters Score -60578.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -60578.773438 Penalty: 649.347534
	Iteration 19F: 3 clusters Score -60578.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Entering Unmasked Estep 
Score: -541290.750000 Penalty: 418.396667
	Iteration 0F: 2 clusters Score -541290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -534742.500000 Penalty: 836.793335
	Iteration 0F: 3 clusters Score -534742.5 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -537263.687500 Penalty: 836.793335
	Iteration 1F: 3 clusters Score -537263.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -537372.375000 Penalty: 836.793335
	Iteration 2Q: 3 clusters Score -537372.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -537456.000000 Penalty: 836.793335
	Iteration 3Q: 3 clusters Score -537456 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -537532.937500 Penalty: 836.793335
	Iteration 4Q: 3 clusters Score -537532.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -537617.812500 Penalty: 836.793335
	Iteration 5Q: 3 clusters Score -537617.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -537738.562500 Penalty: 836.793335
	Iteration 6Q: 3 clusters Score -537738.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -537930.562500 Penalty: 836.793335
	Iteration 7Q: 3 clusters Score -537930.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -538233.812500 Penalty: 836.793335
	Iteration 8Q: 3 clusters Score -538233.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -538680.250000 Penalty: 836.793335
	Iteration 9F: 3 clusters Score -538680.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -539236.562500 Penalty: 836.793335
	Iteration 10F: 3 clusters Score -539236.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -539690.312500 Penalty: 836.793335
	Iteration 11F: 3 clusters Score -539690.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -539900.062500 Penalty: 836.793335
	Iteration 12Q: 3 clusters Score -539900.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -540000.750000 Penalty: 836.793335
	Iteration 13Q: 3 clusters Score -540000.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -540059.875000 Penalty: 836.793335
	Iteration 14Q: 3 clusters Score -540059.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -540096.000000 Penalty: 836.793335
	Iteration 15Q: 3 clusters Score -540096 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -540122.625000 Penalty: 836.793335
	Iteration 16Q: 3 clusters Score -540122.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -540145.562500 Penalty: 836.793335
	Iteration 17Q: 3 clusters Score -540145.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -540163.625000 Penalty: 836.793335
	Iteration 18Q: 3 clusters Score -540163.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -540182.750000 Penalty: 836.793335
	Iteration 19Q: 3 clusters Score -540182.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -540199.250000 Penalty: 836.793335
	Iteration 20F: 3 clusters Score -540199.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -540211.250000 Penalty: 836.793335
	Iteration 21Q: 3 clusters Score -540211.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -540221.250000 Penalty: 836.793335
	Iteration 22Q: 3 clusters Score -540221.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -540233.062500 Penalty: 836.793335
	Iteration 23Q: 3 clusters Score -540233.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -540244.312500 Penalty: 836.793335
	Iteration 24Q: 3 clusters Score -540244.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -540249.812500 Penalty: 836.793335
	Iteration 25Q: 3 clusters Score -540249.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -540254.625000 Penalty: 836.793335
	Iteration 26Q: 3 clusters Score -540254.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -540256.687500 Penalty: 836.793335
	Iteration 27Q: 3 clusters Score -540256.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -540259.500000 Penalty: 836.793335
	Iteration 28Q: 3 clusters Score -540259.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -540261.625000 Penalty: 836.793335
	Iteration 29Q: 3 clusters Score -540261.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -540264.375000 Penalty: 836.793335
	Iteration 30Q: 3 clusters Score -540264.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -540268.062500 Penalty: 836.793335
	Iteration 31Q: 3 clusters Score -540268.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -540270.625000 Penalty: 836.793335
	Iteration 32Q: 3 clusters Score -540270.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -540273.062500 Penalty: 836.793335
	Iteration 33Q: 3 clusters Score -540273.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -540274.500000 Penalty: 836.793335
	Iteration 34Q: 3 clusters Score -540274.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -540277.000000 Penalty: 836.793335
	Iteration 35Q: 3 clusters Score -540277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -540278.562500 Penalty: 836.793335
	Iteration 36Q: 3 clusters Score -540278.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -540279.875000 Penalty: 836.793335
	Iteration 37Q: 3 clusters Score -540279.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -540282.750000 Penalty: 836.793335
	Iteration 38Q: 3 clusters Score -540282.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -540288.187500 Penalty: 836.793335
	Iteration 39Q: 3 clusters Score -540288.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -540292.562500 Penalty: 836.793335
	Iteration 40F: 3 clusters Score -540292.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -540297.812500 Penalty: 836.793335
	Iteration 41Q: 3 clusters Score -540297.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -540303.312500 Penalty: 836.793335
	Iteration 42Q: 3 clusters Score -540303.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -540308.750000 Penalty: 836.793335
	Iteration 43Q: 3 clusters Score -540308.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -540312.312500 Penalty: 836.793335
	Iteration 44Q: 3 clusters Score -540312.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -540316.437500 Penalty: 836.793335
	Iteration 45Q: 3 clusters Score -540316.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -540321.187500 Penalty: 836.793335
	Iteration 46Q: 3 clusters Score -540321.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -540325.375000 Penalty: 836.793335
	Iteration 47Q: 3 clusters Score -540325.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -540328.812500 Penalty: 836.793335
	Iteration 48Q: 3 clusters Score -540328.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -540333.875000 Penalty: 836.793335
	Iteration 49Q: 3 clusters Score -540333.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -540338.250000 Penalty: 836.793335
	Iteration 50Q: 3 clusters Score -540338.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -540343.812500 Penalty: 836.793335
	Iteration 51Q: 3 clusters Score -540343.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -540347.750000 Penalty: 836.793335
	Iteration 52Q: 3 clusters Score -540347.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -540355.250000 Penalty: 836.793335
	Iteration 53Q: 3 clusters Score -540355.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -540363.687500 Penalty: 836.793335
	Iteration 54Q: 3 clusters Score -540363.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -540371.250000 Penalty: 836.793335
	Iteration 55Q: 3 clusters Score -540371.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -540381.000000 Penalty: 836.793335
	Iteration 56Q: 3 clusters Score -540381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -540395.625000 Penalty: 836.793335
	Iteration 57Q: 3 clusters Score -540395.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -540414.500000 Penalty: 836.793335
	Iteration 58Q: 3 clusters Score -540414.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -540427.500000 Penalty: 836.793335
	Iteration 59Q: 3 clusters Score -540427.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -540439.687500 Penalty: 836.793335
	Iteration 60F: 3 clusters Score -540439.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -540452.812500 Penalty: 836.793335
	Iteration 61Q: 3 clusters Score -540452.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -540464.937500 Penalty: 836.793335
	Iteration 62Q: 3 clusters Score -540464.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -540479.312500 Penalty: 836.793335
	Iteration 63Q: 3 clusters Score -540479.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -540492.937500 Penalty: 836.793335
	Iteration 64Q: 3 clusters Score -540492.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -540510.500000 Penalty: 836.793335
	Iteration 65Q: 3 clusters Score -540510.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -540524.312500 Penalty: 836.793335
	Iteration 66Q: 3 clusters Score -540524.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -540539.687500 Penalty: 836.793335
	Iteration 67Q: 3 clusters Score -540539.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -540552.625000 Penalty: 836.793335
	Iteration 68Q: 3 clusters Score -540552.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -540568.562500 Penalty: 836.793335
	Iteration 69Q: 3 clusters Score -540568.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -540581.062500 Penalty: 836.793335
	Iteration 70Q: 3 clusters Score -540581.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -540597.812500 Penalty: 836.793335
	Iteration 71Q: 3 clusters Score -540597.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -540611.625000 Penalty: 836.793335
	Iteration 72Q: 3 clusters Score -540611.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -540622.937500 Penalty: 836.793335
	Iteration 73Q: 3 clusters Score -540622.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -540631.312500 Penalty: 836.793335
	Iteration 74Q: 3 clusters Score -540631.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -540635.875000 Penalty: 836.793335
	Iteration 75Q: 3 clusters Score -540635.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -540645.125000 Penalty: 836.793335
	Iteration 76Q: 3 clusters Score -540645.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -540654.937500 Penalty: 836.793335
	Iteration 77Q: 3 clusters Score -540654.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -540660.562500 Penalty: 836.793335
	Iteration 78Q: 3 clusters Score -540660.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -540675.187500 Penalty: 836.793335
	Iteration 79Q: 3 clusters Score -540675.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -540699.375000 Penalty: 836.793335
	Iteration 80F: 3 clusters Score -540699.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -540728.812500 Penalty: 836.793335
	Iteration 81Q: 3 clusters Score -540728.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -540755.875000 Penalty: 836.793335
	Iteration 82Q: 3 clusters Score -540755.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -540783.187500 Penalty: 836.793335
	Iteration 83Q: 3 clusters Score -540783.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -540797.437500 Penalty: 836.793335
	Iteration 84Q: 3 clusters Score -540797.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -540813.500000 Penalty: 836.793335
	Iteration 85Q: 3 clusters Score -540813.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -540827.125000 Penalty: 836.793335
	Iteration 86Q: 3 clusters Score -540827.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -540836.937500 Penalty: 836.793335
	Iteration 87Q: 3 clusters Score -540836.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -540848.687500 Penalty: 836.793335
	Iteration 88Q: 3 clusters Score -540848.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -540860.062500 Penalty: 836.793335
	Iteration 89Q: 3 clusters Score -540860.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -540873.062500 Penalty: 836.793335
	Iteration 90Q: 3 clusters Score -540873.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -540882.500000 Penalty: 836.793335
	Iteration 91Q: 3 clusters Score -540882.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -540895.562500 Penalty: 836.793335
	Iteration 92Q: 3 clusters Score -540895.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -540905.437500 Penalty: 836.793335
	Iteration 93Q: 3 clusters Score -540905.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -540912.375000 Penalty: 836.793335
	Iteration 94Q: 3 clusters Score -540912.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -540919.437500 Penalty: 836.793335
	Iteration 95Q: 3 clusters Score -540919.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -540929.062500 Penalty: 836.793335
	Iteration 96Q: 3 clusters Score -540929.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -540938.687500 Penalty: 836.793335
	Iteration 97Q: 3 clusters Score -540938.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -540942.875000 Penalty: 836.793335
	Iteration 98Q: 3 clusters Score -540942.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -540949.062500 Penalty: 836.793335
	Iteration 99Q: 3 clusters Score -540949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -540954.625000 Penalty: 836.793335
	Iteration 100F: 3 clusters Score -540954.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -540961.500000 Penalty: 836.793335
	Iteration 101Q: 3 clusters Score -540961.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -540966.000000 Penalty: 836.793335
	Iteration 102Q: 3 clusters Score -540966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -540970.687500 Penalty: 836.793335
	Iteration 103Q: 3 clusters Score -540970.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -540975.937500 Penalty: 836.793335
	Iteration 104Q: 3 clusters Score -540975.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -540978.750000 Penalty: 836.793335
	Iteration 105Q: 3 clusters Score -540978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -540980.500000 Penalty: 836.793335
	Iteration 106Q: 3 clusters Score -540980.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -540981.062500 Penalty: 836.793335
	Iteration 107Q: 3 clusters Score -540981.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -540981.062500 Penalty: 836.793335
	Iteration 108F: 3 clusters Score -540981.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (82619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82619 members 
Entering Unmasked Estep 
Score: -4361131.000000 Penalty: 515.150757
	Iteration 0F: 2 clusters Score -4361131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -4305772.000000 Penalty: 1030.301514
	Iteration 0F: 3 clusters Score -4305772 nChanged 40293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4330879.500000 Penalty: 1030.301514
	Iteration 1F: 3 clusters Score -4330880 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4333472.000000 Penalty: 1030.301514
	Iteration 2F: 3 clusters Score -4333472 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -4337898.000000 Penalty: 1030.301514
	Iteration 3F: 3 clusters Score -4337898 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -4343799.500000 Penalty: 1030.301514
	Iteration 4F: 3 clusters Score -4343800 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4349294.000000 Penalty: 1030.301514
	Iteration 5F: 3 clusters Score -4349294 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69320 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -4352605.000000 Penalty: 1030.301514
	Iteration 6Q: 3 clusters Score -4352605 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4354334.500000 Penalty: 1030.301514
	Iteration 7Q: 3 clusters Score -4354334 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -4355373.000000 Penalty: 1030.301514
	Iteration 8Q: 3 clusters Score -4355373 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -4356282.500000 Penalty: 1030.301514
	Iteration 9Q: 3 clusters Score -4356282 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4357146.500000 Penalty: 1030.301514
	Iteration 10Q: 3 clusters Score -4357146 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -4357885.000000 Penalty: 1030.301514
	Iteration 11Q: 3 clusters Score -4357885 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -4358495.500000 Penalty: 1030.301514
	Iteration 12Q: 3 clusters Score -4358496 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4359064.500000 Penalty: 1030.301514
	Iteration 13Q: 3 clusters Score -4359064 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4359511.000000 Penalty: 1030.301514
	Iteration 14Q: 3 clusters Score -4359511 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4359842.000000 Penalty: 1030.301514
	Iteration 15Q: 3 clusters Score -4359842 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4360083.500000 Penalty: 1030.301514
	Iteration 16Q: 3 clusters Score -4360084 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4360268.000000 Penalty: 1030.301514
	Iteration 17Q: 3 clusters Score -4360268 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81427 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4360412.000000 Penalty: 1030.301514
	Iteration 18Q: 3 clusters Score -4360412 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4360524.000000 Penalty: 1030.301514
	Iteration 19Q: 3 clusters Score -4360524 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4360595.500000 Penalty: 1030.301514
	Iteration 20F: 3 clusters Score -4360596 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81884 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4360626.000000 Penalty: 1030.301514
	Iteration 21Q: 3 clusters Score -4360626 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4360676.000000 Penalty: 1030.301514
	Iteration 22Q: 3 clusters Score -4360676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4360709.500000 Penalty: 1030.301514
	Iteration 23Q: 3 clusters Score -4360710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4360734.000000 Penalty: 1030.301514
	Iteration 24Q: 3 clusters Score -4360734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82102 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4360764.500000 Penalty: 1030.301514
	Iteration 25Q: 3 clusters Score -4360764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4360779.500000 Penalty: 1030.301514
	Iteration 26Q: 3 clusters Score -4360780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4360786.500000 Penalty: 1030.301514
	Iteration 27Q: 3 clusters Score -4360786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4360792.500000 Penalty: 1030.301514
	Iteration 28Q: 3 clusters Score -4360792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4360792.000000 Penalty: 1030.301514
	Iteration 29Q: 3 clusters Score -4360792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4360791.500000 Penalty: 1030.301514
	Iteration 30Q: 3 clusters Score -4360792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4360792.500000 Penalty: 1030.301514
	Iteration 31Q: 3 clusters Score -4360792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4360790.500000 Penalty: 1030.301514
	Iteration 32Q: 3 clusters Score -4360790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4360792.500000 Penalty: 1030.301514
	Iteration 33Q: 3 clusters Score -4360792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4360791.000000 Penalty: 1030.301514
	Iteration 34Q: 3 clusters Score -4360791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4360791.000000 Penalty: 1030.301514
	Iteration 35F: 3 clusters Score -4360791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4360791.500000 Penalty: 1030.301514
	Iteration 36Q: 3 clusters Score -4360792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4360791.500000 Penalty: 1030.301514
	Iteration 37F: 3 clusters Score -4360792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Entering Unmasked Estep 
Score: -623152.875000 Penalty: 425.195618
	Iteration 0F: 2 clusters Score -623152.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -615511.250000 Penalty: 850.391235
	Iteration 0F: 3 clusters Score -615511.2 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -618569.500000 Penalty: 850.391235
	Iteration 1F: 3 clusters Score -618569.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -618790.937500 Penalty: 850.391235
	Iteration 2Q: 3 clusters Score -618790.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -619053.250000 Penalty: 850.391235
	Iteration 3F: 3 clusters Score -619053.2 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -619384.250000 Penalty: 850.391235
	Iteration 4F: 3 clusters Score -619384.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -619811.187500 Penalty: 850.391235
	Iteration 5F: 3 clusters Score -619811.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -620327.250000 Penalty: 850.391235
	Iteration 6F: 3 clusters Score -620327.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -620736.750000 Penalty: 850.391235
	Iteration 7F: 3 clusters Score -620736.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -620956.250000 Penalty: 850.391235
	Iteration 8Q: 3 clusters Score -620956.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -621083.375000 Penalty: 850.391235
	Iteration 9Q: 3 clusters Score -621083.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -621167.062500 Penalty: 850.391235
	Iteration 10Q: 3 clusters Score -621167.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -621250.687500 Penalty: 850.391235
	Iteration 11Q: 3 clusters Score -621250.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -621332.375000 Penalty: 850.391235
	Iteration 12Q: 3 clusters Score -621332.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -621413.500000 Penalty: 850.391235
	Iteration 13Q: 3 clusters Score -621413.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -621491.500000 Penalty: 850.391235
	Iteration 14Q: 3 clusters Score -621491.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -621573.250000 Penalty: 850.391235
	Iteration 15Q: 3 clusters Score -621573.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -621656.875000 Penalty: 850.391235
	Iteration 16Q: 3 clusters Score -621656.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -621737.812500 Penalty: 850.391235
	Iteration 17Q: 3 clusters Score -621737.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -621810.687500 Penalty: 850.391235
	Iteration 18Q: 3 clusters Score -621810.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -621888.062500 Penalty: 850.391235
	Iteration 19Q: 3 clusters Score -621888.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -621960.500000 Penalty: 850.391235
	Iteration 20F: 3 clusters Score -621960.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -622026.687500 Penalty: 850.391235
	Iteration 21Q: 3 clusters Score -622026.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -622089.812500 Penalty: 850.391235
	Iteration 22Q: 3 clusters Score -622089.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -622152.875000 Penalty: 850.391235
	Iteration 23Q: 3 clusters Score -622152.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -622195.937500 Penalty: 850.391235
	Iteration 24Q: 3 clusters Score -622195.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -622235.625000 Penalty: 850.391235
	Iteration 25Q: 3 clusters Score -622235.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -622271.187500 Penalty: 850.391235
	Iteration 26Q: 3 clusters Score -622271.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -622311.062500 Penalty: 850.391235
	Iteration 27Q: 3 clusters Score -622311.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -622338.125000 Penalty: 850.391235
	Iteration 28Q: 3 clusters Score -622338.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -622375.375000 Penalty: 850.391235
	Iteration 29Q: 3 clusters Score -622375.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -622405.250000 Penalty: 850.391235
	Iteration 30Q: 3 clusters Score -622405.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -622443.125000 Penalty: 850.391235
	Iteration 31Q: 3 clusters Score -622443.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -622478.750000 Penalty: 850.391235
	Iteration 32Q: 3 clusters Score -622478.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -622522.000000 Penalty: 850.391235
	Iteration 33Q: 3 clusters Score -622522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -622561.562500 Penalty: 850.391235
	Iteration 34Q: 3 clusters Score -622561.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -622593.250000 Penalty: 850.391235
	Iteration 35Q: 3 clusters Score -622593.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -622629.437500 Penalty: 850.391235
	Iteration 36Q: 3 clusters Score -622629.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -622656.125000 Penalty: 850.391235
	Iteration 37Q: 3 clusters Score -622656.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -622667.437500 Penalty: 850.391235
	Iteration 38Q: 3 clusters Score -622667.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -622685.250000 Penalty: 850.391235
	Iteration 39Q: 3 clusters Score -622685.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -622700.250000 Penalty: 850.391235
	Iteration 40F: 3 clusters Score -622700.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -622713.875000 Penalty: 850.391235
	Iteration 41Q: 3 clusters Score -622713.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -622722.187500 Penalty: 850.391235
	Iteration 42Q: 3 clusters Score -622722.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -622725.375000 Penalty: 850.391235
	Iteration 43Q: 3 clusters Score -622725.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -622730.562500 Penalty: 850.391235
	Iteration 44Q: 3 clusters Score -622730.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -622740.687500 Penalty: 850.391235
	Iteration 45Q: 3 clusters Score -622740.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -622750.875000 Penalty: 850.391235
	Iteration 46Q: 3 clusters Score -622750.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -622758.250000 Penalty: 850.391235
	Iteration 47Q: 3 clusters Score -622758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -622764.187500 Penalty: 850.391235
	Iteration 48Q: 3 clusters Score -622764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -622767.000000 Penalty: 850.391235
	Iteration 49Q: 3 clusters Score -622767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -622772.875000 Penalty: 850.391235
	Iteration 50Q: 3 clusters Score -622772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -622774.187500 Penalty: 850.391235
	Iteration 51Q: 3 clusters Score -622774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -622776.187500 Penalty: 850.391235
	Iteration 52Q: 3 clusters Score -622776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -622776.937500 Penalty: 850.391235
	Iteration 53Q: 3 clusters Score -622776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -622778.375000 Penalty: 850.391235
	Iteration 54Q: 3 clusters Score -622778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -622780.125000 Penalty: 850.391235
	Iteration 55Q: 3 clusters Score -622780.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -622780.875000 Penalty: 850.391235
	Iteration 56Q: 3 clusters Score -622780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -622782.250000 Penalty: 850.391235
	Iteration 57Q: 3 clusters Score -622782.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -622782.250000 Penalty: 850.391235
	Iteration 58F: 3 clusters Score -622782.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Entering Unmasked Estep 
Score: -1803130.875000 Penalty: 471.908447
	Iteration 0F: 2 clusters Score -1803131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1781988.375000 Penalty: 943.816895
	Iteration 0F: 3 clusters Score -1781988 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1791068.375000 Penalty: 943.816895
	Iteration 1F: 3 clusters Score -1791068 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -1791738.875000 Penalty: 943.816895
	Iteration 2Q: 3 clusters Score -1791739 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -1792943.000000 Penalty: 943.816895
	Iteration 3F: 3 clusters Score -1792943 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -1795093.500000 Penalty: 943.816895
	Iteration 4F: 3 clusters Score -1795094 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -1798043.250000 Penalty: 943.816895
	Iteration 5F: 3 clusters Score -1798043 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -1800745.000000 Penalty: 943.816895
	Iteration 6F: 3 clusters Score -1800745 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -1802077.375000 Penalty: 943.816895
	Iteration 7Q: 3 clusters Score -1802077 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -1802515.750000 Penalty: 943.816895
	Iteration 8Q: 3 clusters Score -1802516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -1802657.125000 Penalty: 943.816895
	Iteration 9Q: 3 clusters Score -1802657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -1802691.125000 Penalty: 943.816895
	Iteration 10Q: 3 clusters Score -1802691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -1802703.875000 Penalty: 943.816895
	Iteration 11Q: 3 clusters Score -1802704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -1802713.500000 Penalty: 943.816895
	Iteration 12Q: 3 clusters Score -1802714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -1802720.625000 Penalty: 943.816895
	Iteration 13Q: 3 clusters Score -1802721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -1802720.625000 Penalty: 943.816895
	Iteration 14F: 3 clusters Score -1802721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Entering Unmasked Estep 
Score: -404126.625000 Penalty: 404.501129
	Iteration 0F: 2 clusters Score -404126.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -399278.812500 Penalty: 809.002258
	Iteration 0F: 3 clusters Score -399278.8 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -401088.250000 Penalty: 809.002258
	Iteration 1F: 3 clusters Score -401088.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -401175.906250 Penalty: 809.002258
	Iteration 2Q: 3 clusters Score -401175.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -401290.718750 Penalty: 809.002258
	Iteration 3Q: 3 clusters Score -401290.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -401457.062500 Penalty: 809.002258
	Iteration 4Q: 3 clusters Score -401457.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -401724.656250 Penalty: 809.002258
	Iteration 5F: 3 clusters Score -401724.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -402144.031250 Penalty: 809.002258
	Iteration 6F: 3 clusters Score -402144 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -402715.375000 Penalty: 809.002258
	Iteration 7F: 3 clusters Score -402715.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -403195.375000 Penalty: 809.002258
	Iteration 8F: 3 clusters Score -403195.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -403493.781250 Penalty: 809.002258
	Iteration 9Q: 3 clusters Score -403493.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -403648.500000 Penalty: 809.002258
	Iteration 10Q: 3 clusters Score -403648.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -403695.437500 Penalty: 809.002258
	Iteration 11Q: 3 clusters Score -403695.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -403723.343750 Penalty: 809.002258
	Iteration 12Q: 3 clusters Score -403723.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -403739.937500 Penalty: 809.002258
	Iteration 13Q: 3 clusters Score -403739.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -403746.968750 Penalty: 809.002258
	Iteration 14Q: 3 clusters Score -403747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -403752.437500 Penalty: 809.002258
	Iteration 15Q: 3 clusters Score -403752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -403756.656250 Penalty: 809.002258
	Iteration 16Q: 3 clusters Score -403756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -403765.218750 Penalty: 809.002258
	Iteration 17Q: 3 clusters Score -403765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -403771.250000 Penalty: 809.002258
	Iteration 18Q: 3 clusters Score -403771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -403775.468750 Penalty: 809.002258
	Iteration 19Q: 3 clusters Score -403775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -403775.750000 Penalty: 809.002258
	Iteration 20F: 3 clusters Score -403775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -64516.542969 Penalty: 318.680817
	Iteration 0F: 2 clusters Score -64516.54 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 531 members 
Entering Unmasked Estep 
Score: -63647.890625 Penalty: 637.361633
	Iteration 0F: 3 clusters Score -63647.89 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -63882.363281 Penalty: 637.361633
	Iteration 1F: 3 clusters Score -63882.36 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -63926.031250 Penalty: 637.361633
	Iteration 2F: 3 clusters Score -63926.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -63951.335938 Penalty: 637.361633
	Iteration 3Q: 3 clusters Score -63951.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63967.792969 Penalty: 637.361633
	Iteration 4Q: 3 clusters Score -63967.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -63972.804688 Penalty: 637.361633
	Iteration 5Q: 3 clusters Score -63972.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -63977.097656 Penalty: 637.361633
	Iteration 6Q: 3 clusters Score -63977.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63981.257812 Penalty: 637.361633
	Iteration 7Q: 3 clusters Score -63981.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63983.984375 Penalty: 637.361633
	Iteration 8Q: 3 clusters Score -63983.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63985.398438 Penalty: 637.361633
	Iteration 9Q: 3 clusters Score -63985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63986.785156 Penalty: 637.361633
	Iteration 10Q: 3 clusters Score -63986.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -63988.292969 Penalty: 637.361633
	Iteration 11Q: 3 clusters Score -63988.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63989.207031 Penalty: 637.361633
	Iteration 12Q: 3 clusters Score -63989.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -63990.257812 Penalty: 637.361633
	Iteration 13Q: 3 clusters Score -63990.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -63990.941406 Penalty: 637.361633
	Iteration 14Q: 3 clusters Score -63990.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63992.019531 Penalty: 637.361633
	Iteration 15Q: 3 clusters Score -63992.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63994.378906 Penalty: 637.361633
	Iteration 16Q: 3 clusters Score -63994.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63996.554688 Penalty: 637.361633
	Iteration 17Q: 3 clusters Score -63996.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64000.710938 Penalty: 637.361633
	Iteration 18Q: 3 clusters Score -64000.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64006.242188 Penalty: 637.361633
	Iteration 19Q: 3 clusters Score -64006.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64012.960938 Penalty: 637.361633
	Iteration 20F: 3 clusters Score -64012.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64022.539062 Penalty: 637.361633
	Iteration 21Q: 3 clusters Score -64022.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64035.042969 Penalty: 637.361633
	Iteration 22Q: 3 clusters Score -64035.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64054.117188 Penalty: 637.361633
	Iteration 23Q: 3 clusters Score -64054.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -64078.949219 Penalty: 637.361633
	Iteration 24Q: 3 clusters Score -64078.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -64098.652344 Penalty: 637.361633
	Iteration 25Q: 3 clusters Score -64098.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64118.351562 Penalty: 637.361633
	Iteration 26Q: 3 clusters Score -64118.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -64143.246094 Penalty: 637.361633
	Iteration 27Q: 3 clusters Score -64143.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -64165.722656 Penalty: 637.361633
	Iteration 28Q: 3 clusters Score -64165.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -64184.402344 Penalty: 637.361633
	Iteration 29Q: 3 clusters Score -64184.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -64201.445312 Penalty: 637.361633
	Iteration 30Q: 3 clusters Score -64201.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -64212.093750 Penalty: 637.361633
	Iteration 31Q: 3 clusters Score -64212.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -64213.378906 Penalty: 637.361633
	Iteration 32Q: 3 clusters Score -64213.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -64215.625000 Penalty: 637.361633
	Iteration 33Q: 3 clusters Score -64215.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -64216.796875 Penalty: 637.361633
	Iteration 34Q: 3 clusters Score -64216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -64219.289062 Penalty: 637.361633
	Iteration 35Q: 3 clusters Score -64219.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -64222.605469 Penalty: 637.361633
	Iteration 36Q: 3 clusters Score -64222.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -64227.566406 Penalty: 637.361633
	Iteration 37Q: 3 clusters Score -64227.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -64237.062500 Penalty: 637.361633
	Iteration 38Q: 3 clusters Score -64237.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -64246.476562 Penalty: 637.361633
	Iteration 39Q: 3 clusters Score -64246.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -64252.179688 Penalty: 637.361633
	Iteration 40F: 3 clusters Score -64252.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -64255.085938 Penalty: 637.361633
	Iteration 41Q: 3 clusters Score -64255.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -64258.515625 Penalty: 637.361633
	Iteration 42Q: 3 clusters Score -64258.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -64261.148438 Penalty: 637.361633
	Iteration 43Q: 3 clusters Score -64261.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -64263.800781 Penalty: 637.361633
	Iteration 44Q: 3 clusters Score -64263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -64264.917969 Penalty: 637.361633
	Iteration 45Q: 3 clusters Score -64264.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -64265.941406 Penalty: 637.361633
	Iteration 46Q: 3 clusters Score -64265.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -64265.941406 Penalty: 637.361633
	Iteration 47F: 3 clusters Score -64265.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (76598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Entering Unmasked Estep 
Score: -4252984.000000 Penalty: 511.707855
	Iteration 0F: 2 clusters Score -4252984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -4201355.500000 Penalty: 1023.415710
	Iteration 0F: 3 clusters Score -4201356 nChanged 37370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -4224487.500000 Penalty: 1023.415710
	Iteration 1F: 3 clusters Score -4224488 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -4226466.000000 Penalty: 1023.415710
	Iteration 2F: 3 clusters Score -4226466 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -4229885.500000 Penalty: 1023.415710
	Iteration 3F: 3 clusters Score -4229886 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -4235157.500000 Penalty: 1023.415710
	Iteration 4F: 3 clusters Score -4235158 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -4240738.000000 Penalty: 1023.415710
	Iteration 5F: 3 clusters Score -4240738 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 67866 members 
Entering Unmasked Estep 
Score: -4244980.500000 Penalty: 1023.415710
	Iteration 6F: 3 clusters Score -4244980 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 70580 members 
Entering Unmasked Estep 
Score: -4247565.500000 Penalty: 1023.415710
	Iteration 7Q: 3 clusters Score -4247566 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -4249071.000000 Penalty: 1023.415710
	Iteration 8Q: 3 clusters Score -4249071 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 73641 members 
Entering Unmasked Estep 
Score: -4250181.000000 Penalty: 1023.415710
	Iteration 9Q: 3 clusters Score -4250181 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -4250981.000000 Penalty: 1023.415710
	Iteration 10Q: 3 clusters Score -4250981 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -4251545.500000 Penalty: 1023.415710
	Iteration 11Q: 3 clusters Score -4251546 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 75658 members 
Entering Unmasked Estep 
Score: -4251889.500000 Penalty: 1023.415710
	Iteration 12Q: 3 clusters Score -4251890 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -4252118.000000 Penalty: 1023.415710
	Iteration 13Q: 3 clusters Score -4252118 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -4252278.500000 Penalty: 1023.415710
	Iteration 14Q: 3 clusters Score -4252278 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -4252388.500000 Penalty: 1023.415710
	Iteration 15Q: 3 clusters Score -4252388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -4252447.500000 Penalty: 1023.415710
	Iteration 16Q: 3 clusters Score -4252448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -4252477.500000 Penalty: 1023.415710
	Iteration 17Q: 3 clusters Score -4252478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 76425 members 
Entering Unmasked Estep 
Score: -4252492.000000 Penalty: 1023.415710
	Iteration 18Q: 3 clusters Score -4252492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -4252503.000000 Penalty: 1023.415710
	Iteration 19Q: 3 clusters Score -4252503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -4252517.500000 Penalty: 1023.415710
	Iteration 20F: 3 clusters Score -4252518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 76452 members 
Entering Unmasked Estep 
Score: -4252520.000000 Penalty: 1023.415710
	Iteration 21Q: 3 clusters Score -4252520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -4252528.500000 Penalty: 1023.415710
	Iteration 22Q: 3 clusters Score -4252528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -4252532.000000 Penalty: 1023.415710
	Iteration 23Q: 3 clusters Score -4252532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -4252532.500000 Penalty: 1023.415710
	Iteration 24Q: 3 clusters Score -4252532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -4252532.500000 Penalty: 1023.415710
	Iteration 25F: 3 clusters Score -4252532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Entering Unmasked Estep 
Score: -402888.500000 Penalty: 404.142487
	Iteration 0F: 2 clusters Score -402888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -398066.343750 Penalty: 808.284973
	Iteration 0F: 3 clusters Score -398066.3 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -400129.437500 Penalty: 808.284973
	Iteration 1F: 3 clusters Score -400129.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -400474.843750 Penalty: 808.284973
	Iteration 2F: 3 clusters Score -400474.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -400870.250000 Penalty: 808.284973
	Iteration 3F: 3 clusters Score -400870.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -401293.468750 Penalty: 808.284973
	Iteration 4F: 3 clusters Score -401293.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -401687.218750 Penalty: 808.284973
	Iteration 5F: 3 clusters Score -401687.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -402006.375000 Penalty: 808.284973
	Iteration 6Q: 3 clusters Score -402006.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -402173.187500 Penalty: 808.284973
	Iteration 7Q: 3 clusters Score -402173.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -402267.125000 Penalty: 808.284973
	Iteration 8Q: 3 clusters Score -402267.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -402336.593750 Penalty: 808.284973
	Iteration 9Q: 3 clusters Score -402336.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -402384.312500 Penalty: 808.284973
	Iteration 10Q: 3 clusters Score -402384.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -402403.968750 Penalty: 808.284973
	Iteration 11Q: 3 clusters Score -402404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -402425.750000 Penalty: 808.284973
	Iteration 12Q: 3 clusters Score -402425.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -402438.562500 Penalty: 808.284973
	Iteration 13Q: 3 clusters Score -402438.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -402456.031250 Penalty: 808.284973
	Iteration 14Q: 3 clusters Score -402456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -402471.906250 Penalty: 808.284973
	Iteration 15Q: 3 clusters Score -402471.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -402484.937500 Penalty: 808.284973
	Iteration 16Q: 3 clusters Score -402484.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -402495.125000 Penalty: 808.284973
	Iteration 17Q: 3 clusters Score -402495.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -402506.875000 Penalty: 808.284973
	Iteration 18Q: 3 clusters Score -402506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -402512.250000 Penalty: 808.284973
	Iteration 19Q: 3 clusters Score -402512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -402514.125000 Penalty: 808.284973
	Iteration 20F: 3 clusters Score -402514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -402521.500000 Penalty: 808.284973
	Iteration 21Q: 3 clusters Score -402521.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -402531.218750 Penalty: 808.284973
	Iteration 22Q: 3 clusters Score -402531.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -402540.156250 Penalty: 808.284973
	Iteration 23Q: 3 clusters Score -402540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -402543.343750 Penalty: 808.284973
	Iteration 24Q: 3 clusters Score -402543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -402544.875000 Penalty: 808.284973
	Iteration 25Q: 3 clusters Score -402544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -402546.343750 Penalty: 808.284973
	Iteration 26Q: 3 clusters Score -402546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -402548.250000 Penalty: 808.284973
	Iteration 27Q: 3 clusters Score -402548.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -402552.312500 Penalty: 808.284973
	Iteration 28Q: 3 clusters Score -402552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -402559.500000 Penalty: 808.284973
	Iteration 29Q: 3 clusters Score -402559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -402563.718750 Penalty: 808.284973
	Iteration 30Q: 3 clusters Score -402563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -402565.343750 Penalty: 808.284973
	Iteration 31Q: 3 clusters Score -402565.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -402565.718750 Penalty: 808.284973
	Iteration 32Q: 3 clusters Score -402565.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -402566.281250 Penalty: 808.284973
	Iteration 33Q: 3 clusters Score -402566.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -402566.281250 Penalty: 808.284973
	Iteration 34F: 3 clusters Score -402566.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Entering Unmasked Estep 
Score: -365150.093750 Penalty: 399.490845
	Iteration 0F: 2 clusters Score -365150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -360812.156250 Penalty: 798.981689
	Iteration 0F: 3 clusters Score -360812.2 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -362688.968750 Penalty: 798.981689
	Iteration 1F: 3 clusters Score -362689 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -363001.968750 Penalty: 798.981689
	Iteration 2F: 3 clusters Score -363002 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -363386.687500 Penalty: 798.981689
	Iteration 3F: 3 clusters Score -363386.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -363863.593750 Penalty: 798.981689
	Iteration 4F: 3 clusters Score -363863.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -364302.468750 Penalty: 798.981689
	Iteration 5F: 3 clusters Score -364302.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -364553.781250 Penalty: 798.981689
	Iteration 6Q: 3 clusters Score -364553.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -364685.218750 Penalty: 798.981689
	Iteration 7Q: 3 clusters Score -364685.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -364741.781250 Penalty: 798.981689
	Iteration 8Q: 3 clusters Score -364741.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -364763.031250 Penalty: 798.981689
	Iteration 9Q: 3 clusters Score -364763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -364781.843750 Penalty: 798.981689
	Iteration 10Q: 3 clusters Score -364781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -364795.093750 Penalty: 798.981689
	Iteration 11Q: 3 clusters Score -364795.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -364808.375000 Penalty: 798.981689
	Iteration 12Q: 3 clusters Score -364808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -364812.343750 Penalty: 798.981689
	Iteration 13Q: 3 clusters Score -364812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -364812.343750 Penalty: 798.981689
	Iteration 14F: 3 clusters Score -364812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -137421.062500 Penalty: 360.479370
	Iteration 0F: 2 clusters Score -137421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -135519.453125 Penalty: 720.958740
	Iteration 0F: 3 clusters Score -135519.5 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -136213.984375 Penalty: 720.958740
	Iteration 1F: 3 clusters Score -136214 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -136300.078125 Penalty: 720.958740
	Iteration 2F: 3 clusters Score -136300.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -136379.687500 Penalty: 720.958740
	Iteration 3F: 3 clusters Score -136379.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -136469.250000 Penalty: 720.958740
	Iteration 4Q: 3 clusters Score -136469.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -136545.203125 Penalty: 720.958740
	Iteration 5Q: 3 clusters Score -136545.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136663.609375 Penalty: 720.958740
	Iteration 6Q: 3 clusters Score -136663.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -136766.640625 Penalty: 720.958740
	Iteration 7Q: 3 clusters Score -136766.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -136852.265625 Penalty: 720.958740
	Iteration 8Q: 3 clusters Score -136852.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -136919.203125 Penalty: 720.958740
	Iteration 9Q: 3 clusters Score -136919.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -136950.921875 Penalty: 720.958740
	Iteration 10Q: 3 clusters Score -136950.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136971.343750 Penalty: 720.958740
	Iteration 11Q: 3 clusters Score -136971.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -136991.109375 Penalty: 720.958740
	Iteration 12Q: 3 clusters Score -136991.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -137000.546875 Penalty: 720.958740
	Iteration 13Q: 3 clusters Score -137000.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -137007.218750 Penalty: 720.958740
	Iteration 14Q: 3 clusters Score -137007.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -137013.921875 Penalty: 720.958740
	Iteration 15Q: 3 clusters Score -137013.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -137019.796875 Penalty: 720.958740
	Iteration 16Q: 3 clusters Score -137019.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -137022.359375 Penalty: 720.958740
	Iteration 17Q: 3 clusters Score -137022.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -137024.562500 Penalty: 720.958740
	Iteration 18Q: 3 clusters Score -137024.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -137025.078125 Penalty: 720.958740
	Iteration 19Q: 3 clusters Score -137025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -137025.406250 Penalty: 720.958740
	Iteration 20F: 3 clusters Score -137025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -137025.718750 Penalty: 720.958740
	Iteration 21Q: 3 clusters Score -137025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -137025.718750 Penalty: 720.958740
	Iteration 22F: 3 clusters Score -137025.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Entering Unmasked Estep 
Score: -2757295.750000 Penalty: 492.857025
	Iteration 0F: 2 clusters Score -2757296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -2723218.750000 Penalty: 985.714050
	Iteration 0F: 3 clusters Score -2723219 nChanged 24460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -2737390.000000 Penalty: 985.714050
	Iteration 1F: 3 clusters Score -2737390 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -2737791.500000 Penalty: 985.714050
	Iteration 2Q: 3 clusters Score -2737792 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -2738452.500000 Penalty: 985.714050
	Iteration 3Q: 3 clusters Score -2738452 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -2739586.500000 Penalty: 985.714050
	Iteration 4Q: 3 clusters Score -2739586 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -2741569.250000 Penalty: 985.714050
	Iteration 5F: 3 clusters Score -2741569 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -2744465.750000 Penalty: 985.714050
	Iteration 6F: 3 clusters Score -2744466 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -2747535.000000 Penalty: 985.714050
	Iteration 7F: 3 clusters Score -2747535 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -2749127.000000 Penalty: 985.714050
	Iteration 8F: 3 clusters Score -2749127 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -2749728.250000 Penalty: 985.714050
	Iteration 9Q: 3 clusters Score -2749728 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -2750089.750000 Penalty: 985.714050
	Iteration 10Q: 3 clusters Score -2750090 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -2750446.250000 Penalty: 985.714050
	Iteration 11Q: 3 clusters Score -2750446 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -2750852.750000 Penalty: 985.714050
	Iteration 12Q: 3 clusters Score -2750853 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -2751341.500000 Penalty: 985.714050
	Iteration 13Q: 3 clusters Score -2751342 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -2751843.750000 Penalty: 985.714050
	Iteration 14Q: 3 clusters Score -2751844 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -2752404.500000 Penalty: 985.714050
	Iteration 15Q: 3 clusters Score -2752404 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -2753019.000000 Penalty: 985.714050
	Iteration 16Q: 3 clusters Score -2753019 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -2753667.000000 Penalty: 985.714050
	Iteration 17Q: 3 clusters Score -2753667 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -2754235.000000 Penalty: 985.714050
	Iteration 18Q: 3 clusters Score -2754235 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -2754740.500000 Penalty: 985.714050
	Iteration 19Q: 3 clusters Score -2754740 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -2755193.500000 Penalty: 985.714050
	Iteration 20F: 3 clusters Score -2755194 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -2755602.000000 Penalty: 985.714050
	Iteration 21Q: 3 clusters Score -2755602 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -2755899.250000 Penalty: 985.714050
	Iteration 22Q: 3 clusters Score -2755899 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -2756146.250000 Penalty: 985.714050
	Iteration 23Q: 3 clusters Score -2756146 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -2756342.750000 Penalty: 985.714050
	Iteration 24Q: 3 clusters Score -2756343 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -2756478.750000 Penalty: 985.714050
	Iteration 25Q: 3 clusters Score -2756479 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -2756591.500000 Penalty: 985.714050
	Iteration 26Q: 3 clusters Score -2756592 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -2756678.250000 Penalty: 985.714050
	Iteration 27Q: 3 clusters Score -2756678 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -2756721.000000 Penalty: 985.714050
	Iteration 28Q: 3 clusters Score -2756721 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -2756764.250000 Penalty: 985.714050
	Iteration 29Q: 3 clusters Score -2756764 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -2756777.750000 Penalty: 985.714050
	Iteration 30Q: 3 clusters Score -2756778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -2756792.000000 Penalty: 985.714050
	Iteration 31Q: 3 clusters Score -2756792 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -2756804.000000 Penalty: 985.714050
	Iteration 32Q: 3 clusters Score -2756804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -2756810.750000 Penalty: 985.714050
	Iteration 33Q: 3 clusters Score -2756811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -2756820.750000 Penalty: 985.714050
	Iteration 34Q: 3 clusters Score -2756821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -2756817.000000 Penalty: 985.714050
	Iteration 35Q: 3 clusters Score -2756817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -2756816.250000 Penalty: 985.714050
	Iteration 36Q: 3 clusters Score -2756816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -2756811.750000 Penalty: 985.714050
	Iteration 37Q: 3 clusters Score -2756812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -2756811.000000 Penalty: 985.714050
	Iteration 38Q: 3 clusters Score -2756811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -2756810.250000 Penalty: 985.714050
	Iteration 39Q: 3 clusters Score -2756810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -2756825.000000 Penalty: 985.714050
	Iteration 40F: 3 clusters Score -2756825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -2756827.250000 Penalty: 985.714050
	Iteration 41Q: 3 clusters Score -2756827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -2756829.000000 Penalty: 985.714050
	Iteration 42Q: 3 clusters Score -2756829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -2756828.250000 Penalty: 985.714050
	Iteration 43Q: 3 clusters Score -2756828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -2756829.250000 Penalty: 985.714050
	Iteration 44Q: 3 clusters Score -2756829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -2756830.500000 Penalty: 985.714050
	Iteration 45Q: 3 clusters Score -2756830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -2756831.500000 Penalty: 985.714050
	Iteration 46Q: 3 clusters Score -2756832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -2756833.750000 Penalty: 985.714050
	Iteration 47Q: 3 clusters Score -2756834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -2756835.250000 Penalty: 985.714050
	Iteration 48Q: 3 clusters Score -2756835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -2756829.250000 Penalty: 985.714050
	Iteration 49Q: 3 clusters Score -2756829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -2756828.000000 Penalty: 985.714050
	Iteration 50Q: 3 clusters Score -2756828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -2756825.000000 Penalty: 985.714050
	Iteration 51Q: 3 clusters Score -2756825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -2756826.500000 Penalty: 985.714050
	Iteration 52Q: 3 clusters Score -2756826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -2756826.750000 Penalty: 985.714050
	Iteration 53Q: 3 clusters Score -2756827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -2756827.500000 Penalty: 985.714050
	Iteration 54Q: 3 clusters Score -2756828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -2756828.500000 Penalty: 985.714050
	Iteration 55Q: 3 clusters Score -2756828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -2756830.750000 Penalty: 985.714050
	Iteration 56Q: 3 clusters Score -2756831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -2756828.750000 Penalty: 985.714050
	Iteration 57Q: 3 clusters Score -2756829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -2756827.250000 Penalty: 985.714050
	Iteration 58Q: 3 clusters Score -2756827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -2756827.250000 Penalty: 985.714050
	Iteration 59F: 3 clusters Score -2756827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Entering Unmasked Estep 
Score: -321368.875000 Penalty: 394.465485
	Iteration 0F: 2 clusters Score -321368.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -317451.406250 Penalty: 788.930969
	Iteration 0F: 3 clusters Score -317451.4 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -318921.250000 Penalty: 788.930969
	Iteration 1F: 3 clusters Score -318921.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -319082.562500 Penalty: 788.930969
	Iteration 2F: 3 clusters Score -319082.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -319292.781250 Penalty: 788.930969
	Iteration 3F: 3 clusters Score -319292.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -319590.468750 Penalty: 788.930969
	Iteration 4F: 3 clusters Score -319590.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -320020.750000 Penalty: 788.930969
	Iteration 5F: 3 clusters Score -320020.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -320497.718750 Penalty: 788.930969
	Iteration 6F: 3 clusters Score -320497.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -320768.718750 Penalty: 788.930969
	Iteration 7F: 3 clusters Score -320768.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -320859.406250 Penalty: 788.930969
	Iteration 8Q: 3 clusters Score -320859.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -320886.968750 Penalty: 788.930969
	Iteration 9Q: 3 clusters Score -320887 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -320908.937500 Penalty: 788.930969
	Iteration 10Q: 3 clusters Score -320908.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -320923.343750 Penalty: 788.930969
	Iteration 11Q: 3 clusters Score -320923.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -320934.156250 Penalty: 788.930969
	Iteration 12Q: 3 clusters Score -320934.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -320946.500000 Penalty: 788.930969
	Iteration 13Q: 3 clusters Score -320946.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -320956.843750 Penalty: 788.930969
	Iteration 14Q: 3 clusters Score -320956.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -320967.718750 Penalty: 788.930969
	Iteration 15Q: 3 clusters Score -320967.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -320977.343750 Penalty: 788.930969
	Iteration 16Q: 3 clusters Score -320977.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -320984.625000 Penalty: 788.930969
	Iteration 17Q: 3 clusters Score -320984.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -320992.718750 Penalty: 788.930969
	Iteration 18Q: 3 clusters Score -320992.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -321001.031250 Penalty: 788.930969
	Iteration 19Q: 3 clusters Score -321001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -321013.093750 Penalty: 788.930969
	Iteration 20F: 3 clusters Score -321013.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -321024.312500 Penalty: 788.930969
	Iteration 21Q: 3 clusters Score -321024.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -321036.156250 Penalty: 788.930969
	Iteration 22Q: 3 clusters Score -321036.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -321043.437500 Penalty: 788.930969
	Iteration 23Q: 3 clusters Score -321043.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -321047.843750 Penalty: 788.930969
	Iteration 24Q: 3 clusters Score -321047.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -321050.562500 Penalty: 788.930969
	Iteration 25Q: 3 clusters Score -321050.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -321053.812500 Penalty: 788.930969
	Iteration 26Q: 3 clusters Score -321053.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -321054.968750 Penalty: 788.930969
	Iteration 27Q: 3 clusters Score -321055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -321057.125000 Penalty: 788.930969
	Iteration 28Q: 3 clusters Score -321057.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -321059.718750 Penalty: 788.930969
	Iteration 29Q: 3 clusters Score -321059.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -321062.843750 Penalty: 788.930969
	Iteration 30Q: 3 clusters Score -321062.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -321064.218750 Penalty: 788.930969
	Iteration 31Q: 3 clusters Score -321064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -321066.406250 Penalty: 788.930969
	Iteration 32Q: 3 clusters Score -321066.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -321067.906250 Penalty: 788.930969
	Iteration 33Q: 3 clusters Score -321067.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -321069.218750 Penalty: 788.930969
	Iteration 34Q: 3 clusters Score -321069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -321070.906250 Penalty: 788.930969
	Iteration 35Q: 3 clusters Score -321070.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -321070.687500 Penalty: 788.930969
	Iteration 36Q: 3 clusters Score -321070.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -321072.062500 Penalty: 788.930969
	Iteration 37Q: 3 clusters Score -321072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -321072.250000 Penalty: 788.930969
	Iteration 38Q: 3 clusters Score -321072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -321072.031250 Penalty: 788.930969
	Iteration 39Q: 3 clusters Score -321072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -321072.062500 Penalty: 788.930969
	Iteration 40F: 3 clusters Score -321072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -321072.062500 Penalty: 788.930969
	Iteration 41Q: 3 clusters Score -321072.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -321072.062500 Penalty: 788.930969
	Iteration 42F: 3 clusters Score -321072.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -110975.250000 Penalty: 347.208069
	Iteration 0F: 2 clusters Score -110975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -109501.757812 Penalty: 694.416138
	Iteration 0F: 3 clusters Score -109501.8 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -110009.328125 Penalty: 694.416138
	Iteration 1F: 3 clusters Score -110009.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -110086.062500 Penalty: 694.416138
	Iteration 2F: 3 clusters Score -110086.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -110134.195312 Penalty: 694.416138
	Iteration 3F: 3 clusters Score -110134.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -110178.210938 Penalty: 694.416138
	Iteration 4Q: 3 clusters Score -110178.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -110226.054688 Penalty: 694.416138
	Iteration 5Q: 3 clusters Score -110226.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -110271.335938 Penalty: 694.416138
	Iteration 6Q: 3 clusters Score -110271.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -110314.992188 Penalty: 694.416138
	Iteration 7Q: 3 clusters Score -110315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -110354.609375 Penalty: 694.416138
	Iteration 8Q: 3 clusters Score -110354.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -110393.804688 Penalty: 694.416138
	Iteration 9Q: 3 clusters Score -110393.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -110409.695312 Penalty: 694.416138
	Iteration 10Q: 3 clusters Score -110409.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -110422.257812 Penalty: 694.416138
	Iteration 11Q: 3 clusters Score -110422.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -110436.343750 Penalty: 694.416138
	Iteration 12Q: 3 clusters Score -110436.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -110459.476562 Penalty: 694.416138
	Iteration 13Q: 3 clusters Score -110459.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -110486.195312 Penalty: 694.416138
	Iteration 14Q: 3 clusters Score -110486.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -110521.257812 Penalty: 694.416138
	Iteration 15Q: 3 clusters Score -110521.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -110555.562500 Penalty: 694.416138
	Iteration 16Q: 3 clusters Score -110555.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -110589.039062 Penalty: 694.416138
	Iteration 17Q: 3 clusters Score -110589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -110613.781250 Penalty: 694.416138
	Iteration 18Q: 3 clusters Score -110613.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -110632.109375 Penalty: 694.416138
	Iteration 19Q: 3 clusters Score -110632.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -110649.617188 Penalty: 694.416138
	Iteration 20F: 3 clusters Score -110649.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -110659.320312 Penalty: 694.416138
	Iteration 21Q: 3 clusters Score -110659.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -110665.781250 Penalty: 694.416138
	Iteration 22Q: 3 clusters Score -110665.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -110675.234375 Penalty: 694.416138
	Iteration 23Q: 3 clusters Score -110675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -110685.359375 Penalty: 694.416138
	Iteration 24Q: 3 clusters Score -110685.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -110695.687500 Penalty: 694.416138
	Iteration 25Q: 3 clusters Score -110695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -110699.703125 Penalty: 694.416138
	Iteration 26Q: 3 clusters Score -110699.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -110704.335938 Penalty: 694.416138
	Iteration 27Q: 3 clusters Score -110704.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -110709.414062 Penalty: 694.416138
	Iteration 28Q: 3 clusters Score -110709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -110711.671875 Penalty: 694.416138
	Iteration 29Q: 3 clusters Score -110711.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -110714.875000 Penalty: 694.416138
	Iteration 30Q: 3 clusters Score -110714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -110714.875000 Penalty: 694.416138
	Iteration 31F: 3 clusters Score -110714.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (73100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Entering Unmasked Estep 
Score: -3954177.000000 Penalty: 509.581085
	Iteration 0F: 2 clusters Score -3954177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -3904860.250000 Penalty: 1019.162170
	Iteration 0F: 3 clusters Score -3904860 nChanged 35493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -3925774.250000 Penalty: 1019.162170
	Iteration 1F: 3 clusters Score -3925774 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -3926592.750000 Penalty: 1019.162170
	Iteration 2Q: 3 clusters Score -3926593 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -3928045.500000 Penalty: 1019.162170
	Iteration 3Q: 3 clusters Score -3928046 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -3930839.750000 Penalty: 1019.162170
	Iteration 4F: 3 clusters Score -3930840 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -3935913.000000 Penalty: 1019.162170
	Iteration 5F: 3 clusters Score -3935913 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -3941878.250000 Penalty: 1019.162170
	Iteration 6F: 3 clusters Score -3941878 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -3945294.000000 Penalty: 1019.162170
	Iteration 7F: 3 clusters Score -3945294 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -3946919.000000 Penalty: 1019.162170
	Iteration 8Q: 3 clusters Score -3946919 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -3948201.500000 Penalty: 1019.162170
	Iteration 9Q: 3 clusters Score -3948202 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -3949530.250000 Penalty: 1019.162170
	Iteration 10Q: 3 clusters Score -3949530 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -3950782.750000 Penalty: 1019.162170
	Iteration 11Q: 3 clusters Score -3950783 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -3951958.750000 Penalty: 1019.162170
	Iteration 12Q: 3 clusters Score -3951959 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -3952923.500000 Penalty: 1019.162170
	Iteration 13Q: 3 clusters Score -3952924 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -3953489.500000 Penalty: 1019.162170
	Iteration 14Q: 3 clusters Score -3953490 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -3953773.000000 Penalty: 1019.162170
	Iteration 15Q: 3 clusters Score -3953773 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -3953900.250000 Penalty: 1019.162170
	Iteration 16Q: 3 clusters Score -3953900 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -3953970.500000 Penalty: 1019.162170
	Iteration 17Q: 3 clusters Score -3953970 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -3953997.500000 Penalty: 1019.162170
	Iteration 18Q: 3 clusters Score -3953998 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -3954024.500000 Penalty: 1019.162170
	Iteration 19Q: 3 clusters Score -3954024 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -3954049.500000 Penalty: 1019.162170
	Iteration 20F: 3 clusters Score -3954050 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -3954069.750000 Penalty: 1019.162170
	Iteration 21Q: 3 clusters Score -3954070 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -3954061.750000 Penalty: 1019.162170
	Iteration 22Q: 3 clusters Score -3954062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -3954067.000000 Penalty: 1019.162170
	Iteration 23Q: 3 clusters Score -3954067 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -3954083.000000 Penalty: 1019.162170
	Iteration 24Q: 3 clusters Score -3954083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -3954081.750000 Penalty: 1019.162170
	Iteration 25Q: 3 clusters Score -3954082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -3954079.250000 Penalty: 1019.162170
	Iteration 26Q: 3 clusters Score -3954079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -3954073.000000 Penalty: 1019.162170
	Iteration 27Q: 3 clusters Score -3954073 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -3954083.000000 Penalty: 1019.162170
	Iteration 28Q: 3 clusters Score -3954083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -3954079.000000 Penalty: 1019.162170
	Iteration 29Q: 3 clusters Score -3954079 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -3954074.500000 Penalty: 1019.162170
	Iteration 30Q: 3 clusters Score -3954074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -3954081.500000 Penalty: 1019.162170
	Iteration 31Q: 3 clusters Score -3954082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -3954082.000000 Penalty: 1019.162170
	Iteration 32Q: 3 clusters Score -3954082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -3954085.750000 Penalty: 1019.162170
	Iteration 33Q: 3 clusters Score -3954086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -3954084.500000 Penalty: 1019.162170
	Iteration 34Q: 3 clusters Score -3954084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -3954082.750000 Penalty: 1019.162170
	Iteration 35Q: 3 clusters Score -3954083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -3954079.750000 Penalty: 1019.162170
	Iteration 36Q: 3 clusters Score -3954080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -3954083.750000 Penalty: 1019.162170
	Iteration 37Q: 3 clusters Score -3954084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -3954082.750000 Penalty: 1019.162170
	Iteration 38Q: 3 clusters Score -3954083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -3954084.500000 Penalty: 1019.162170
	Iteration 39Q: 3 clusters Score -3954084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -3954088.250000 Penalty: 1019.162170
	Iteration 40F: 3 clusters Score -3954088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -3954084.250000 Penalty: 1019.162170
	Iteration 41Q: 3 clusters Score -3954084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -3954091.750000 Penalty: 1019.162170
	Iteration 42Q: 3 clusters Score -3954092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -3954090.250000 Penalty: 1019.162170
	Iteration 43Q: 3 clusters Score -3954090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -3954089.750000 Penalty: 1019.162170
	Iteration 44Q: 3 clusters Score -3954090 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -3954096.500000 Penalty: 1019.162170
	Iteration 45Q: 3 clusters Score -3954096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -3954098.750000 Penalty: 1019.162170
	Iteration 46Q: 3 clusters Score -3954099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -3954094.500000 Penalty: 1019.162170
	Iteration 47Q: 3 clusters Score -3954094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -3954099.750000 Penalty: 1019.162170
	Iteration 48Q: 3 clusters Score -3954100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -3954100.000000 Penalty: 1019.162170
	Iteration 49Q: 3 clusters Score -3954100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -3954088.750000 Penalty: 1019.162170
	Iteration 50Q: 3 clusters Score -3954089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -3954089.000000 Penalty: 1019.162170
	Iteration 51Q: 3 clusters Score -3954089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -3954094.250000 Penalty: 1019.162170
	Iteration 52Q: 3 clusters Score -3954094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -3954089.750000 Penalty: 1019.162170
	Iteration 53Q: 3 clusters Score -3954090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -3954092.500000 Penalty: 1019.162170
	Iteration 54Q: 3 clusters Score -3954092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -3954090.750000 Penalty: 1019.162170
	Iteration 55Q: 3 clusters Score -3954091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -3954085.750000 Penalty: 1019.162170
	Iteration 56Q: 3 clusters Score -3954086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -3954085.000000 Penalty: 1019.162170
	Iteration 57Q: 3 clusters Score -3954085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -3954090.500000 Penalty: 1019.162170
	Iteration 58Q: 3 clusters Score -3954090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -3954096.250000 Penalty: 1019.162170
	Iteration 59Q: 3 clusters Score -3954096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -3954103.500000 Penalty: 1019.162170
	Iteration 60F: 3 clusters Score -3954104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -3954103.750000 Penalty: 1019.162170
	Iteration 61Q: 3 clusters Score -3954104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -3954103.250000 Penalty: 1019.162170
	Iteration 62Q: 3 clusters Score -3954103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -3954106.250000 Penalty: 1019.162170
	Iteration 63Q: 3 clusters Score -3954106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -3954104.750000 Penalty: 1019.162170
	Iteration 64Q: 3 clusters Score -3954105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -3954103.250000 Penalty: 1019.162170
	Iteration 65Q: 3 clusters Score -3954103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -3954100.250000 Penalty: 1019.162170
	Iteration 66Q: 3 clusters Score -3954100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -3954100.500000 Penalty: 1019.162170
	Iteration 67Q: 3 clusters Score -3954100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -3954108.000000 Penalty: 1019.162170
	Iteration 68Q: 3 clusters Score -3954108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -3954109.250000 Penalty: 1019.162170
	Iteration 69Q: 3 clusters Score -3954109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -3954100.750000 Penalty: 1019.162170
	Iteration 70Q: 3 clusters Score -3954101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -3954101.250000 Penalty: 1019.162170
	Iteration 71Q: 3 clusters Score -3954101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -3954098.750000 Penalty: 1019.162170
	Iteration 72Q: 3 clusters Score -3954099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -3954099.500000 Penalty: 1019.162170
	Iteration 73Q: 3 clusters Score -3954100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -3954092.500000 Penalty: 1019.162170
	Iteration 74Q: 3 clusters Score -3954092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -3954100.250000 Penalty: 1019.162170
	Iteration 75Q: 3 clusters Score -3954100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -3954096.500000 Penalty: 1019.162170
	Iteration 76Q: 3 clusters Score -3954096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -3954098.250000 Penalty: 1019.162170
	Iteration 77Q: 3 clusters Score -3954098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -3954092.250000 Penalty: 1019.162170
	Iteration 78Q: 3 clusters Score -3954092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -3954093.500000 Penalty: 1019.162170
	Iteration 79Q: 3 clusters Score -3954094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -3954086.000000 Penalty: 1019.162170
	Iteration 80F: 3 clusters Score -3954086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -3954084.750000 Penalty: 1019.162170
	Iteration 81Q: 3 clusters Score -3954085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -3954081.000000 Penalty: 1019.162170
	Iteration 82Q: 3 clusters Score -3954081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -3954084.000000 Penalty: 1019.162170
	Iteration 83Q: 3 clusters Score -3954084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -3954086.000000 Penalty: 1019.162170
	Iteration 84Q: 3 clusters Score -3954086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -3954085.000000 Penalty: 1019.162170
	Iteration 85Q: 3 clusters Score -3954085 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -3954087.000000 Penalty: 1019.162170
	Iteration 86Q: 3 clusters Score -3954087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -3954082.250000 Penalty: 1019.162170
	Iteration 87Q: 3 clusters Score -3954082 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -3954081.000000 Penalty: 1019.162170
	Iteration 88Q: 3 clusters Score -3954081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -3954080.000000 Penalty: 1019.162170
	Iteration 89Q: 3 clusters Score -3954080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -3954082.750000 Penalty: 1019.162170
	Iteration 90Q: 3 clusters Score -3954083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -3954079.250000 Penalty: 1019.162170
	Iteration 91Q: 3 clusters Score -3954079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -3954076.250000 Penalty: 1019.162170
	Iteration 92Q: 3 clusters Score -3954076 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -3954078.250000 Penalty: 1019.162170
	Iteration 93Q: 3 clusters Score -3954078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -3954080.750000 Penalty: 1019.162170
	Iteration 94Q: 3 clusters Score -3954081 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -3954081.250000 Penalty: 1019.162170
	Iteration 95Q: 3 clusters Score -3954081 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -3954087.500000 Penalty: 1019.162170
	Iteration 96Q: 3 clusters Score -3954088 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -3954087.500000 Penalty: 1019.162170
	Iteration 97Q: 3 clusters Score -3954088 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -3954091.250000 Penalty: 1019.162170
	Iteration 98Q: 3 clusters Score -3954091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3954091 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -3954087.500000 Penalty: 1019.162170
	Iteration 100F: 3 clusters Score -3954088 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -3954084.250000 Penalty: 1019.162170
	Iteration 101Q: 3 clusters Score -3954084 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3954086 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3954084 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3954081 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -3954082.250000 Penalty: 1019.162170
	Iteration 105Q: 3 clusters Score -3954082 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3954081 nChanged 7
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Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -3954081.750000 Penalty: 1019.162170
	Iteration 107Q: 3 clusters Score -3954082 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3954082 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3954089 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -3954083.500000 Penalty: 1019.162170
	Iteration 110Q: 3 clusters Score -3954084 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -3954080.500000 Penalty: 1019.162170
	Iteration 111Q: 3 clusters Score -3954080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -3954075.500000 Penalty: 1019.162170
	Iteration 112Q: 3 clusters Score -3954076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -3954069.750000 Penalty: 1019.162170
	Iteration 113Q: 3 clusters Score -3954070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -3954076.500000 Penalty: 1019.162170
	Iteration 114Q: 3 clusters Score -3954076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -3954078.250000 Penalty: 1019.162170
	Iteration 115Q: 3 clusters Score -3954078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -3954075.750000 Penalty: 1019.162170
	Iteration 116Q: 3 clusters Score -3954076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -3954076.750000 Penalty: 1019.162170
	Iteration 117Q: 3 clusters Score -3954077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -3954076.250000 Penalty: 1019.162170
	Iteration 118Q: 3 clusters Score -3954076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -3954076.750000 Penalty: 1019.162170
	Iteration 119Q: 3 clusters Score -3954077 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -3954081.250000 Penalty: 1019.162170
	Iteration 120F: 3 clusters Score -3954081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -3954083.000000 Penalty: 1019.162170
	Iteration 121Q: 3 clusters Score -3954083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -3954084.250000 Penalty: 1019.162170
	Iteration 122Q: 3 clusters Score -3954084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -3954088.000000 Penalty: 1019.162170
	Iteration 123Q: 3 clusters Score -3954088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -3954098.750000 Penalty: 1019.162170
	Iteration 124Q: 3 clusters Score -3954099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -3954103.500000 Penalty: 1019.162170
	Iteration 125Q: 3 clusters Score -3954104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -3954090.500000 Penalty: 1019.162170
	Iteration 126Q: 3 clusters Score -3954090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -3954101.250000 Penalty: 1019.162170
	Iteration 127Q: 3 clusters Score -3954101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -3954102.000000 Penalty: 1019.162170
	Iteration 128Q: 3 clusters Score -3954102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -3954105.750000 Penalty: 1019.162170
	Iteration 129Q: 3 clusters Score -3954106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -3954112.500000 Penalty: 1019.162170
	Iteration 130Q: 3 clusters Score -3954112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -3954115.500000 Penalty: 1019.162170
	Iteration 131Q: 3 clusters Score -3954116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -3954111.750000 Penalty: 1019.162170
	Iteration 132Q: 3 clusters Score -3954112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -3954114.000000 Penalty: 1019.162170
	Iteration 133Q: 3 clusters Score -3954114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -3954115.250000 Penalty: 1019.162170
	Iteration 134Q: 3 clusters Score -3954115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -3954118.500000 Penalty: 1019.162170
	Iteration 135Q: 3 clusters Score -3954118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -3954107.250000 Penalty: 1019.162170
	Iteration 136Q: 3 clusters Score -3954107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -3954107.250000 Penalty: 1019.162170
	Iteration 137Q: 3 clusters Score -3954107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -3954110.000000 Penalty: 1019.162170
	Iteration 138Q: 3 clusters Score -3954110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -3954108.750000 Penalty: 1019.162170
	Iteration 139Q: 3 clusters Score -3954109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -3954107.750000 Penalty: 1019.162170
	Iteration 140F: 3 clusters Score -3954108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -3954112.000000 Penalty: 1019.162170
	Iteration 141Q: 3 clusters Score -3954112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -3954109.250000 Penalty: 1019.162170
	Iteration 142Q: 3 clusters Score -3954109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -3954110.750000 Penalty: 1019.162170
	Iteration 143Q: 3 clusters Score -3954111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -3954110.000000 Penalty: 1019.162170
	Iteration 144Q: 3 clusters Score -3954110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -3954112.750000 Penalty: 1019.162170
	Iteration 145Q: 3 clusters Score -3954113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -3954112.750000 Penalty: 1019.162170
	Iteration 146Q: 3 clusters Score -3954113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -3954109.250000 Penalty: 1019.162170
	Iteration 147Q: 3 clusters Score -3954109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -3954107.750000 Penalty: 1019.162170
	Iteration 148Q: 3 clusters Score -3954108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -3954107.000000 Penalty: 1019.162170
	Iteration 149Q: 3 clusters Score -3954107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -3954109.500000 Penalty: 1019.162170
	Iteration 150Q: 3 clusters Score -3954110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -3954110.000000 Penalty: 1019.162170
	Iteration 151Q: 3 clusters Score -3954110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -3954108.000000 Penalty: 1019.162170
	Iteration 152Q: 3 clusters Score -3954108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -3954106.750000 Penalty: 1019.162170
	Iteration 153Q: 3 clusters Score -3954107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -3954108.500000 Penalty: 1019.162170
	Iteration 154Q: 3 clusters Score -3954108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -3954107.500000 Penalty: 1019.162170
	Iteration 155Q: 3 clusters Score -3954108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -3954105.250000 Penalty: 1019.162170
	Iteration 156Q: 3 clusters Score -3954105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -3954102.500000 Penalty: 1019.162170
	Iteration 157Q: 3 clusters Score -3954102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -3954100.750000 Penalty: 1019.162170
	Iteration 158Q: 3 clusters Score -3954101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -3954099.000000 Penalty: 1019.162170
	Iteration 159Q: 3 clusters Score -3954099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -3954099.750000 Penalty: 1019.162170
	Iteration 160F: 3 clusters Score -3954100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -3954104.750000 Penalty: 1019.162170
	Iteration 161Q: 3 clusters Score -3954105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -3954107.500000 Penalty: 1019.162170
	Iteration 162Q: 3 clusters Score -3954108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -3954110.750000 Penalty: 1019.162170
	Iteration 163Q: 3 clusters Score -3954111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -3954100.250000 Penalty: 1019.162170
	Iteration 164Q: 3 clusters Score -3954100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -3954101.250000 Penalty: 1019.162170
	Iteration 165Q: 3 clusters Score -3954101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -3954099.250000 Penalty: 1019.162170
	Iteration 166Q: 3 clusters Score -3954099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -3954096.000000 Penalty: 1019.162170
	Iteration 167Q: 3 clusters Score -3954096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -3954100.250000 Penalty: 1019.162170
	Iteration 168Q: 3 clusters Score -3954100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -3954101.250000 Penalty: 1019.162170
	Iteration 169Q: 3 clusters Score -3954101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -3954103.500000 Penalty: 1019.162170
	Iteration 170Q: 3 clusters Score -3954104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -3954109.000000 Penalty: 1019.162170
	Iteration 171Q: 3 clusters Score -3954109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -3954112.000000 Penalty: 1019.162170
	Iteration 172Q: 3 clusters Score -3954112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -3954112.250000 Penalty: 1019.162170
	Iteration 173Q: 3 clusters Score -3954112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -3954113.500000 Penalty: 1019.162170
	Iteration 174Q: 3 clusters Score -3954114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -3954113.500000 Penalty: 1019.162170
	Iteration 175F: 3 clusters Score -3954114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (153028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153028 members 
Entering Unmasked Estep 
Score: -7928895.000000 Penalty: 543.196106
	Iteration 0F: 2 clusters Score -7928895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -7825444.500000 Penalty: 1086.392212
	Iteration 0F: 3 clusters Score -7825444 nChanged 75265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77858 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -7871338.500000 Penalty: 1086.392212
	Iteration 1F: 3 clusters Score -7871338 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 74500 members 
Entering Unmasked Estep 
Score: -7872767.500000 Penalty: 1086.392212
	Iteration 2Q: 3 clusters Score -7872768 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -7874941.000000 Penalty: 1086.392212
	Iteration 3Q: 3 clusters Score -7874941 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -7878876.000000 Penalty: 1086.392212
	Iteration 4Q: 3 clusters Score -7878876 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 70882 members 
Entering Unmasked Estep 
Score: -7885392.500000 Penalty: 1086.392212
	Iteration 5F: 3 clusters Score -7885392 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83573 members 
Mstep: Class 2 contains 69455 members 
Entering Unmasked Estep 
Score: -7894155.500000 Penalty: 1086.392212
	Iteration 6F: 3 clusters Score -7894156 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -7901367.000000 Penalty: 1086.392212
	Iteration 7F: 3 clusters Score -7901367 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85837 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -7904764.000000 Penalty: 1086.392212
	Iteration 8Q: 3 clusters Score -7904764 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -7906629.500000 Penalty: 1086.392212
	Iteration 9Q: 3 clusters Score -7906630 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -7908389.500000 Penalty: 1086.392212
	Iteration 10Q: 3 clusters Score -7908390 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -7910269.000000 Penalty: 1086.392212
	Iteration 11Q: 3 clusters Score -7910269 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -7912474.000000 Penalty: 1086.392212
	Iteration 12Q: 3 clusters Score -7912474 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94781 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -7915143.000000 Penalty: 1086.392212
	Iteration 13Q: 3 clusters Score -7915143 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97409 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -7918040.000000 Penalty: 1086.392212
	Iteration 14Q: 3 clusters Score -7918040 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -7920676.000000 Penalty: 1086.392212
	Iteration 15Q: 3 clusters Score -7920676 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102204 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -7922616.500000 Penalty: 1086.392212
	Iteration 16Q: 3 clusters Score -7922616 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104223 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -7923870.000000 Penalty: 1086.392212
	Iteration 17Q: 3 clusters Score -7923870 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -7924682.500000 Penalty: 1086.392212
	Iteration 18Q: 3 clusters Score -7924682 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107740 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -7925207.500000 Penalty: 1086.392212
	Iteration 19Q: 3 clusters Score -7925208 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109321 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -7925606.000000 Penalty: 1086.392212
	Iteration 20F: 3 clusters Score -7925606 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110785 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -7925819.500000 Penalty: 1086.392212
	Iteration 21Q: 3 clusters Score -7925820 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112122 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -7926049.500000 Penalty: 1086.392212
	Iteration 22Q: 3 clusters Score -7926050 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113369 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -7926248.500000 Penalty: 1086.392212
	Iteration 23Q: 3 clusters Score -7926248 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -7926366.000000 Penalty: 1086.392212
	Iteration 24Q: 3 clusters Score -7926366 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -7926431.000000 Penalty: 1086.392212
	Iteration 25Q: 3 clusters Score -7926431 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116770 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -7926585.500000 Penalty: 1086.392212
	Iteration 26Q: 3 clusters Score -7926586 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117773 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -7926724.500000 Penalty: 1086.392212
	Iteration 27Q: 3 clusters Score -7926724 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118697 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -7926759.500000 Penalty: 1086.392212
	Iteration 28Q: 3 clusters Score -7926760 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119550 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -7926839.000000 Penalty: 1086.392212
	Iteration 29Q: 3 clusters Score -7926839 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120408 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -7926906.000000 Penalty: 1086.392212
	Iteration 30Q: 3 clusters Score -7926906 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121293 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -7927067.500000 Penalty: 1086.392212
	Iteration 31Q: 3 clusters Score -7927068 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122148 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -7927132.500000 Penalty: 1086.392212
	Iteration 32Q: 3 clusters Score -7927132 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122971 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -7927233.000000 Penalty: 1086.392212
	Iteration 33Q: 3 clusters Score -7927233 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123756 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -7927225.500000 Penalty: 1086.392212
	Iteration 34Q: 3 clusters Score -7927226 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124490 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -7927283.000000 Penalty: 1086.392212
	Iteration 35Q: 3 clusters Score -7927283 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125186 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -7927373.000000 Penalty: 1086.392212
	Iteration 36Q: 3 clusters Score -7927373 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125857 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -7927400.500000 Penalty: 1086.392212
	Iteration 37Q: 3 clusters Score -7927400 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126515 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -7927481.500000 Penalty: 1086.392212
	Iteration 38Q: 3 clusters Score -7927482 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -7927525.500000 Penalty: 1086.392212
	Iteration 39Q: 3 clusters Score -7927526 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127769 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -7927566.500000 Penalty: 1086.392212
	Iteration 40F: 3 clusters Score -7927566 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128313 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -7927592.000000 Penalty: 1086.392212
	Iteration 41Q: 3 clusters Score -7927592 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -7927597.000000 Penalty: 1086.392212
	Iteration 42Q: 3 clusters Score -7927597 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129313 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -7927616.500000 Penalty: 1086.392212
	Iteration 43Q: 3 clusters Score -7927616 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129770 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -7927645.500000 Penalty: 1086.392212
	Iteration 44Q: 3 clusters Score -7927646 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130206 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -7927664.500000 Penalty: 1086.392212
	Iteration 45Q: 3 clusters Score -7927664 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130656 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -7927706.500000 Penalty: 1086.392212
	Iteration 46Q: 3 clusters Score -7927706 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131105 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -7927731.000000 Penalty: 1086.392212
	Iteration 47Q: 3 clusters Score -7927731 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131526 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -7927810.000000 Penalty: 1086.392212
	Iteration 48Q: 3 clusters Score -7927810 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131931 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -7927815.000000 Penalty: 1086.392212
	Iteration 49Q: 3 clusters Score -7927815 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132345 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -7927834.000000 Penalty: 1086.392212
	Iteration 50Q: 3 clusters Score -7927834 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132765 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -7927862.500000 Penalty: 1086.392212
	Iteration 51Q: 3 clusters Score -7927862 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133183 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -7927891.500000 Penalty: 1086.392212
	Iteration 52Q: 3 clusters Score -7927892 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133599 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -7927923.500000 Penalty: 1086.392212
	Iteration 53Q: 3 clusters Score -7927924 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134012 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -7927973.000000 Penalty: 1086.392212
	Iteration 54Q: 3 clusters Score -7927973 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -7928004.000000 Penalty: 1086.392212
	Iteration 55Q: 3 clusters Score -7928004 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134861 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -7927999.000000 Penalty: 1086.392212
	Iteration 56Q: 3 clusters Score -7927999 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135280 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -7928031.500000 Penalty: 1086.392212
	Iteration 57Q: 3 clusters Score -7928032 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135694 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -7928068.000000 Penalty: 1086.392212
	Iteration 58Q: 3 clusters Score -7928068 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136077 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -7928106.000000 Penalty: 1086.392212
	Iteration 59Q: 3 clusters Score -7928106 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136466 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -7928105.000000 Penalty: 1086.392212
	Iteration 60F: 3 clusters Score -7928105 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136829 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -7928120.500000 Penalty: 1086.392212
	Iteration 61Q: 3 clusters Score -7928120 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137161 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -7928082.000000 Penalty: 1086.392212
	Iteration 62Q: 3 clusters Score -7928082 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137449 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -7928089.500000 Penalty: 1086.392212
	Iteration 63Q: 3 clusters Score -7928090 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137705 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -7928078.500000 Penalty: 1086.392212
	Iteration 64Q: 3 clusters Score -7928078 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137956 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -7928069.000000 Penalty: 1086.392212
	Iteration 65Q: 3 clusters Score -7928069 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138195 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -7928061.000000 Penalty: 1086.392212
	Iteration 66Q: 3 clusters Score -7928061 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138421 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -7928069.000000 Penalty: 1086.392212
	Iteration 67Q: 3 clusters Score -7928069 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138620 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -7928089.500000 Penalty: 1086.392212
	Iteration 68Q: 3 clusters Score -7928090 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138804 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -7928087.000000 Penalty: 1086.392212
	Iteration 69Q: 3 clusters Score -7928087 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138961 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -7928096.500000 Penalty: 1086.392212
	Iteration 70Q: 3 clusters Score -7928096 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139114 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -7928104.500000 Penalty: 1086.392212
	Iteration 71Q: 3 clusters Score -7928104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139260 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -7928087.500000 Penalty: 1086.392212
	Iteration 72Q: 3 clusters Score -7928088 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139387 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -7928078.000000 Penalty: 1086.392212
	Iteration 73Q: 3 clusters Score -7928078 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139504 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -7928061.000000 Penalty: 1086.392212
	Iteration 74Q: 3 clusters Score -7928061 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139636 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -7928054.000000 Penalty: 1086.392212
	Iteration 75Q: 3 clusters Score -7928054 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -7928033.000000 Penalty: 1086.392212
	Iteration 76Q: 3 clusters Score -7928033 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139904 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -7928027.500000 Penalty: 1086.392212
	Iteration 77Q: 3 clusters Score -7928028 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140028 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -7928043.500000 Penalty: 1086.392212
	Iteration 78Q: 3 clusters Score -7928044 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140153 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -7928018.000000 Penalty: 1086.392212
	Iteration 79Q: 3 clusters Score -7928018 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140269 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -7928023.500000 Penalty: 1086.392212
	Iteration 80F: 3 clusters Score -7928024 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140386 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -7928048.000000 Penalty: 1086.392212
	Iteration 81Q: 3 clusters Score -7928048 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140501 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -7928039.000000 Penalty: 1086.392212
	Iteration 82Q: 3 clusters Score -7928039 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140627 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -7928044.000000 Penalty: 1086.392212
	Iteration 83Q: 3 clusters Score -7928044 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140755 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -7928053.000000 Penalty: 1086.392212
	Iteration 84Q: 3 clusters Score -7928053 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140876 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -7928054.000000 Penalty: 1086.392212
	Iteration 85Q: 3 clusters Score -7928054 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141021 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -7928046.000000 Penalty: 1086.392212
	Iteration 86Q: 3 clusters Score -7928046 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141159 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -7928042.000000 Penalty: 1086.392212
	Iteration 87Q: 3 clusters Score -7928042 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141290 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -7928023.000000 Penalty: 1086.392212
	Iteration 88Q: 3 clusters Score -7928023 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141413 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -7928029.000000 Penalty: 1086.392212
	Iteration 89Q: 3 clusters Score -7928029 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141527 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -7928013.500000 Penalty: 1086.392212
	Iteration 90Q: 3 clusters Score -7928014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141626 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -7928002.000000 Penalty: 1086.392212
	Iteration 91Q: 3 clusters Score -7928002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141722 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -7927982.500000 Penalty: 1086.392212
	Iteration 92Q: 3 clusters Score -7927982 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141832 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -7927986.500000 Penalty: 1086.392212
	Iteration 93Q: 3 clusters Score -7927986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141920 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -7927970.000000 Penalty: 1086.392212
	Iteration 94Q: 3 clusters Score -7927970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142009 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -7927954.500000 Penalty: 1086.392212
	Iteration 95Q: 3 clusters Score -7927954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142103 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -7927956.000000 Penalty: 1086.392212
	Iteration 96Q: 3 clusters Score -7927956 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142197 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -7927962.500000 Penalty: 1086.392212
	Iteration 97Q: 3 clusters Score -7927962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142293 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -7927965.500000 Penalty: 1086.392212
	Iteration 98Q: 3 clusters Score -7927966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142370 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -7927956.000000 Penalty: 1086.392212
	Iteration 99Q: 3 clusters Score -7927956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142453 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -7927968.000000 Penalty: 1086.392212
	Iteration 100F: 3 clusters Score -7927968 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142548 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -7927958.000000 Penalty: 1086.392212
	Iteration 101Q: 3 clusters Score -7927958 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142652 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -7927956.000000 Penalty: 1086.392212
	Iteration 102Q: 3 clusters Score -7927956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142755 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -7927966.000000 Penalty: 1086.392212
	Iteration 103Q: 3 clusters Score -7927966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -7927966.000000 Penalty: 1086.392212
	Iteration 104Q: 3 clusters Score -7927966 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142959 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -7927946.500000 Penalty: 1086.392212
	Iteration 105Q: 3 clusters Score -7927946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143053 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -7927944.000000 Penalty: 1086.392212
	Iteration 106Q: 3 clusters Score -7927944 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -7927941.000000 Penalty: 1086.392212
	Iteration 107Q: 3 clusters Score -7927941 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143248 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -7927931.500000 Penalty: 1086.392212
	Iteration 108Q: 3 clusters Score -7927932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -7927939.500000 Penalty: 1086.392212
	Iteration 109Q: 3 clusters Score -7927940 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -7927927.500000 Penalty: 1086.392212
	Iteration 110Q: 3 clusters Score -7927928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143499 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -7927925.500000 Penalty: 1086.392212
	Iteration 111Q: 3 clusters Score -7927926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143561 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -7927929.500000 Penalty: 1086.392212
	Iteration 112Q: 3 clusters Score -7927930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143620 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -7927942.000000 Penalty: 1086.392212
	Iteration 113Q: 3 clusters Score -7927942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143663 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -7927949.000000 Penalty: 1086.392212
	Iteration 114Q: 3 clusters Score -7927949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143706 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -7927945.000000 Penalty: 1086.392212
	Iteration 115Q: 3 clusters Score -7927945 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143748 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -7927928.500000 Penalty: 1086.392212
	Iteration 116Q: 3 clusters Score -7927928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143797 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -7927924.500000 Penalty: 1086.392212
	Iteration 117Q: 3 clusters Score -7927924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143868 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -7927917.000000 Penalty: 1086.392212
	Iteration 118Q: 3 clusters Score -7927917 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143933 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -7927905.000000 Penalty: 1086.392212
	Iteration 119Q: 3 clusters Score -7927905 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 144012 members 
Mstep: Class 2 contains 9016 members 
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	Iteration 120F: 3 clusters Score -7927892 nChanged 67
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Mstep: Class 1 contains 144079 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7927890 nChanged 69
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Mstep: Class 1 contains 144148 members 
Mstep: Class 2 contains 8880 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7927858 nChanged 77
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Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7927854 nChanged 82
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	Iteration 127Q: 3 clusters Score -7927851 nChanged 92
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Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7927840 nChanged 80
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Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7927857 nChanged 70
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7927866 nChanged 74
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Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7927866 nChanged 59
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 7980 members 
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	Iteration 134Q: 3 clusters Score -7927842 nChanged 73
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7927828 nChanged 71
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Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7927819 nChanged 69
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Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7927831 nChanged 82
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Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7927834 nChanged 87
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Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7927839 nChanged 82
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Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7927850 nChanged 81
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Mstep: Class 2 contains 7437 members 
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	Iteration 141Q: 3 clusters Score -7927851 nChanged 85
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Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7927850 nChanged 68
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Mstep: Class 2 contains 7284 members 
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	Iteration 143Q: 3 clusters Score -7927861 nChanged 70
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Mstep: Class 2 contains 7214 members 
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	Iteration 144Q: 3 clusters Score -7927861 nChanged 76
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7927868 nChanged 94
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Mstep: Class 2 contains 7044 members 
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	Iteration 146Q: 3 clusters Score -7927884 nChanged 83
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	Iteration 147Q: 3 clusters Score -7927884 nChanged 91
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Mstep: Class 2 contains 6870 members 
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	Iteration 148Q: 3 clusters Score -7927889 nChanged 88
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	Iteration 149Q: 3 clusters Score -7927898 nChanged 87
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	Iteration 150Q: 3 clusters Score -7927899 nChanged 88
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	Iteration 151Q: 3 clusters Score -7927906 nChanged 84
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	Iteration 152Q: 3 clusters Score -7927913 nChanged 72
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	Iteration 153Q: 3 clusters Score -7927923 nChanged 79
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	Iteration 155Q: 3 clusters Score -7927958 nChanged 71
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	Iteration 157Q: 3 clusters Score -7927972 nChanged 85
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	Iteration 158Q: 3 clusters Score -7927986 nChanged 73
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	Iteration 159Q: 3 clusters Score -7927978 nChanged 64
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	Iteration 160F: 3 clusters Score -7927968 nChanged 67
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	Iteration 161Q: 3 clusters Score -7927958 nChanged 66
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	Iteration 162Q: 3 clusters Score -7927974 nChanged 65
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	Iteration 163Q: 3 clusters Score -7927968 nChanged 39
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	Iteration 164Q: 3 clusters Score -7927962 nChanged 36
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	Iteration 165Q: 3 clusters Score -7927960 nChanged 32
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	Iteration 166Q: 3 clusters Score -7927956 nChanged 25
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	Iteration 167Q: 3 clusters Score -7927958 nChanged 28
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	Iteration 168Q: 3 clusters Score -7927963 nChanged 29
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	Iteration 169Q: 3 clusters Score -7927960 nChanged 27
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	Iteration 170Q: 3 clusters Score -7927958 nChanged 26
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	Iteration 171Q: 3 clusters Score -7927960 nChanged 27
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	Iteration 172Q: 3 clusters Score -7927957 nChanged 34
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	Iteration 173Q: 3 clusters Score -7927962 nChanged 29
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	Iteration 174Q: 3 clusters Score -7927970 nChanged 25
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	Iteration 175Q: 3 clusters Score -7927970 nChanged 20
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	Iteration 176Q: 3 clusters Score -7927983 nChanged 29
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	Iteration 177Q: 3 clusters Score -7927984 nChanged 30
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	Iteration 178Q: 3 clusters Score -7927982 nChanged 25
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	Iteration 179Q: 3 clusters Score -7927982 nChanged 22
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	Iteration 180F: 3 clusters Score -7927988 nChanged 21
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	Iteration 181Q: 3 clusters Score -7928004 nChanged 11
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	Iteration 182Q: 3 clusters Score -7928002 nChanged 12
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	Iteration 183Q: 3 clusters Score -7928004 nChanged 15
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	Iteration 184Q: 3 clusters Score -7928002 nChanged 18
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	Iteration 185Q: 3 clusters Score -7928004 nChanged 12
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	Iteration 186Q: 3 clusters Score -7927996 nChanged 16
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	Iteration 187Q: 3 clusters Score -7927991 nChanged 21
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	Iteration 188Q: 3 clusters Score -7927986 nChanged 17
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	Iteration 189Q: 3 clusters Score -7927996 nChanged 16
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	Iteration 190Q: 3 clusters Score -7927987 nChanged 12
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	Iteration 191Q: 3 clusters Score -7927984 nChanged 17
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	Iteration 192Q: 3 clusters Score -7927990 nChanged 17
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	Iteration 193Q: 3 clusters Score -7927984 nChanged 22
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	Iteration 194Q: 3 clusters Score -7927981 nChanged 20
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	Iteration 195Q: 3 clusters Score -7927986 nChanged 15
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	Iteration 196Q: 3 clusters Score -7927992 nChanged 16
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	Iteration 197Q: 3 clusters Score -7927984 nChanged 9
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	Iteration 198Q: 3 clusters Score -7927987 nChanged 10
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	Iteration 199Q: 3 clusters Score -7927986 nChanged 12
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	Iteration 200F: 3 clusters Score -7927985 nChanged 13
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	Iteration 201Q: 3 clusters Score -7927994 nChanged 12
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7927992 nChanged 12
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Mstep: Class 2 contains 4907 members 
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	Iteration 203Q: 3 clusters Score -7927993 nChanged 7
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	Iteration 204Q: 3 clusters Score -7927996 nChanged 9
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	Iteration 205Q: 3 clusters Score -7928002 nChanged 15
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -7928002 nChanged 10
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	Iteration 207Q: 3 clusters Score -7927998 nChanged 14
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -7928001 nChanged 12
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	Iteration 209Q: 3 clusters Score -7927996 nChanged 15
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	Iteration 210Q: 3 clusters Score -7927994 nChanged 10
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	Iteration 211Q: 3 clusters Score -7928002 nChanged 16
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	Iteration 212Q: 3 clusters Score -7927995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148241 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -7927996.500000 Penalty: 1086.392212
	Iteration 213Q: 3 clusters Score -7927996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148251 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -7927996.000000 Penalty: 1086.392212
	Iteration 214Q: 3 clusters Score -7927996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148260 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -7927999.000000 Penalty: 1086.392212
	Iteration 215Q: 3 clusters Score -7927999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148269 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -7927997.000000 Penalty: 1086.392212
	Iteration 216Q: 3 clusters Score -7927997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148277 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -7927994.500000 Penalty: 1086.392212
	Iteration 217Q: 3 clusters Score -7927994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148286 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -7927987.500000 Penalty: 1086.392212
	Iteration 218Q: 3 clusters Score -7927988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148298 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -7927988.000000 Penalty: 1086.392212
	Iteration 219Q: 3 clusters Score -7927988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148310 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -7927993.500000 Penalty: 1086.392212
	Iteration 220F: 3 clusters Score -7927994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148325 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7928002.000000 Penalty: 1086.392212
	Iteration 221Q: 3 clusters Score -7928002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148347 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -7927999.500000 Penalty: 1086.392212
	Iteration 222Q: 3 clusters Score -7928000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148367 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -7927995.500000 Penalty: 1086.392212
	Iteration 223Q: 3 clusters Score -7927996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148389 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -7927990.500000 Penalty: 1086.392212
	Iteration 224Q: 3 clusters Score -7927990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148408 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -7927984.000000 Penalty: 1086.392212
	Iteration 225Q: 3 clusters Score -7927984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -7927978.000000 Penalty: 1086.392212
	Iteration 226Q: 3 clusters Score -7927978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148438 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -7927969.000000 Penalty: 1086.392212
	Iteration 227Q: 3 clusters Score -7927969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148463 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -7927970.000000 Penalty: 1086.392212
	Iteration 228Q: 3 clusters Score -7927970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148486 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -7927967.500000 Penalty: 1086.392212
	Iteration 229Q: 3 clusters Score -7927968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148506 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -7927977.500000 Penalty: 1086.392212
	Iteration 230Q: 3 clusters Score -7927978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148524 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -7927978.000000 Penalty: 1086.392212
	Iteration 231Q: 3 clusters Score -7927978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -7927985.500000 Penalty: 1086.392212
	Iteration 232Q: 3 clusters Score -7927986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148556 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -7927987.000000 Penalty: 1086.392212
	Iteration 233Q: 3 clusters Score -7927987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148574 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7927987.000000 Penalty: 1086.392212
	Iteration 234Q: 3 clusters Score -7927987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148591 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -7927994.500000 Penalty: 1086.392212
	Iteration 235Q: 3 clusters Score -7927994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148611 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -7927995.000000 Penalty: 1086.392212
	Iteration 236Q: 3 clusters Score -7927995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148641 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -7928011.500000 Penalty: 1086.392212
	Iteration 237Q: 3 clusters Score -7928012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148676 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7928013.000000 Penalty: 1086.392212
	Iteration 238Q: 3 clusters Score -7928013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148704 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7928009.500000 Penalty: 1086.392212
	Iteration 239Q: 3 clusters Score -7928010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148728 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -7928009.000000 Penalty: 1086.392212
	Iteration 240F: 3 clusters Score -7928009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148748 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -7928010.000000 Penalty: 1086.392212
	Iteration 241Q: 3 clusters Score -7928010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148762 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -7928016.500000 Penalty: 1086.392212
	Iteration 242Q: 3 clusters Score -7928016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148776 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -7928016.000000 Penalty: 1086.392212
	Iteration 243Q: 3 clusters Score -7928016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148794 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -7928017.000000 Penalty: 1086.392212
	Iteration 244Q: 3 clusters Score -7928017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148816 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -7928023.500000 Penalty: 1086.392212
	Iteration 245Q: 3 clusters Score -7928024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148835 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7928029.000000 Penalty: 1086.392212
	Iteration 246Q: 3 clusters Score -7928029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -7928040.000000 Penalty: 1086.392212
	Iteration 247Q: 3 clusters Score -7928040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148888 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7928034.000000 Penalty: 1086.392212
	Iteration 248Q: 3 clusters Score -7928034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148922 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7928024.000000 Penalty: 1086.392212
	Iteration 249Q: 3 clusters Score -7928024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148960 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -7928033.500000 Penalty: 1086.392212
	Iteration 250Q: 3 clusters Score -7928034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149002 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -7928051.000000 Penalty: 1086.392212
	Iteration 251Q: 3 clusters Score -7928051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149037 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -7928056.000000 Penalty: 1086.392212
	Iteration 252Q: 3 clusters Score -7928056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149083 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7928057.000000 Penalty: 1086.392212
	Iteration 253Q: 3 clusters Score -7928057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -7928073.500000 Penalty: 1086.392212
	Iteration 254Q: 3 clusters Score -7928074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149161 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7928089.000000 Penalty: 1086.392212
	Iteration 255Q: 3 clusters Score -7928089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149194 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -7928096.500000 Penalty: 1086.392212
	Iteration 256Q: 3 clusters Score -7928096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149226 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -7928112.500000 Penalty: 1086.392212
	Iteration 257Q: 3 clusters Score -7928112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149256 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -7928124.500000 Penalty: 1086.392212
	Iteration 258Q: 3 clusters Score -7928124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149288 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7928116.000000 Penalty: 1086.392212
	Iteration 259Q: 3 clusters Score -7928116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149318 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7928109.500000 Penalty: 1086.392212
	Iteration 260F: 3 clusters Score -7928110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149344 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7928118.500000 Penalty: 1086.392212
	Iteration 261Q: 3 clusters Score -7928118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149369 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7928113.000000 Penalty: 1086.392212
	Iteration 262Q: 3 clusters Score -7928113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149392 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -7928110.500000 Penalty: 1086.392212
	Iteration 263Q: 3 clusters Score -7928110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7928115.000000 Penalty: 1086.392212
	Iteration 264Q: 3 clusters Score -7928115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149445 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -7928116.500000 Penalty: 1086.392212
	Iteration 265Q: 3 clusters Score -7928116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -7928118.500000 Penalty: 1086.392212
	Iteration 266Q: 3 clusters Score -7928118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149483 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7928121.000000 Penalty: 1086.392212
	Iteration 267Q: 3 clusters Score -7928121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149497 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -7928115.000000 Penalty: 1086.392212
	Iteration 268Q: 3 clusters Score -7928115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149510 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -7928108.500000 Penalty: 1086.392212
	Iteration 269Q: 3 clusters Score -7928108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -7928118.500000 Penalty: 1086.392212
	Iteration 270Q: 3 clusters Score -7928118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149535 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -7928128.500000 Penalty: 1086.392212
	Iteration 271Q: 3 clusters Score -7928128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149544 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -7928122.500000 Penalty: 1086.392212
	Iteration 272Q: 3 clusters Score -7928122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149548 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7928125.500000 Penalty: 1086.392212
	Iteration 273Q: 3 clusters Score -7928126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149553 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -7928125.500000 Penalty: 1086.392212
	Iteration 274Q: 3 clusters Score -7928126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149559 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7928129.000000 Penalty: 1086.392212
	Iteration 275Q: 3 clusters Score -7928129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -7928124.500000 Penalty: 1086.392212
	Iteration 276Q: 3 clusters Score -7928124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -7928127.000000 Penalty: 1086.392212
	Iteration 277Q: 3 clusters Score -7928127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149569 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -7928125.500000 Penalty: 1086.392212
	Iteration 278Q: 3 clusters Score -7928126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149573 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7928132.000000 Penalty: 1086.392212
	Iteration 279Q: 3 clusters Score -7928132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149576 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7928130.000000 Penalty: 1086.392212
	Iteration 280F: 3 clusters Score -7928130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149575 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7928131.500000 Penalty: 1086.392212
	Iteration 281Q: 3 clusters Score -7928132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149574 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7928128.500000 Penalty: 1086.392212
	Iteration 282Q: 3 clusters Score -7928128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149574 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7928128.500000 Penalty: 1086.392212
	Iteration 283F: 3 clusters Score -7928128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -6266.113770 Penalty: 232.320526
	Iteration 0F: 2 clusters Score -6266.114 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 86 members 
Entering Unmasked Estep 
Score: -6096.413574 Penalty: 464.641052
	Iteration 0F: 3 clusters Score -6096.414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -6190.759277 Penalty: 464.641052
	Iteration 1F: 3 clusters Score -6190.759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6223.468750 Penalty: 464.641052
	Iteration 2F: 3 clusters Score -6223.469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6237.611328 Penalty: 464.641052
	Iteration 3Q: 3 clusters Score -6237.611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6241.124023 Penalty: 464.641052
	Iteration 4Q: 3 clusters Score -6241.124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6242.115723 Penalty: 464.641052
	Iteration 5Q: 3 clusters Score -6242.116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6242.115723 Penalty: 464.641052
	Iteration 6F: 3 clusters Score -6242.116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Entering Unmasked Estep 
Score: -339195.906250 Penalty: 398.004486
	Iteration 0F: 2 clusters Score -339195.9 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 3166 members 
Entering Unmasked Estep 
Score: -335017.718750 Penalty: 796.008972
	Iteration 0F: 3 clusters Score -335017.7 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -336495.625000 Penalty: 796.008972
	Iteration 1F: 3 clusters Score -336495.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -336640.906250 Penalty: 796.008972
	Iteration 2F: 3 clusters Score -336640.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -336821.906250 Penalty: 796.008972
	Iteration 3F: 3 clusters Score -336821.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -337011.156250 Penalty: 796.008972
	Iteration 4F: 3 clusters Score -337011.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -337200.343750 Penalty: 796.008972
	Iteration 5F: 3 clusters Score -337200.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -337414.656250 Penalty: 796.008972
	Iteration 6F: 3 clusters Score -337414.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -337691.843750 Penalty: 796.008972
	Iteration 7F: 3 clusters Score -337691.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -337926.250000 Penalty: 796.008972
	Iteration 8F: 3 clusters Score -337926.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -338094.500000 Penalty: 796.008972
	Iteration 9Q: 3 clusters Score -338094.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -338241.750000 Penalty: 796.008972
	Iteration 10Q: 3 clusters Score -338241.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -338344.593750 Penalty: 796.008972
	Iteration 11Q: 3 clusters Score -338344.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -338454.000000 Penalty: 796.008972
	Iteration 12Q: 3 clusters Score -338454 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -338528.375000 Penalty: 796.008972
	Iteration 13Q: 3 clusters Score -338528.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -338574.000000 Penalty: 796.008972
	Iteration 14Q: 3 clusters Score -338574 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -338605.812500 Penalty: 796.008972
	Iteration 15Q: 3 clusters Score -338605.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -338636.000000 Penalty: 796.008972
	Iteration 16Q: 3 clusters Score -338636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -338657.437500 Penalty: 796.008972
	Iteration 17Q: 3 clusters Score -338657.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -338682.531250 Penalty: 796.008972
	Iteration 18Q: 3 clusters Score -338682.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -338707.562500 Penalty: 796.008972
	Iteration 19Q: 3 clusters Score -338707.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -338723.781250 Penalty: 796.008972
	Iteration 20F: 3 clusters Score -338723.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -338739.187500 Penalty: 796.008972
	Iteration 21Q: 3 clusters Score -338739.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -338756.937500 Penalty: 796.008972
	Iteration 22Q: 3 clusters Score -338756.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -338779.125000 Penalty: 796.008972
	Iteration 23Q: 3 clusters Score -338779.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -338793.718750 Penalty: 796.008972
	Iteration 24Q: 3 clusters Score -338793.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -338807.875000 Penalty: 796.008972
	Iteration 25Q: 3 clusters Score -338807.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -338822.250000 Penalty: 796.008972
	Iteration 26Q: 3 clusters Score -338822.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -338835.812500 Penalty: 796.008972
	Iteration 27Q: 3 clusters Score -338835.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -338854.906250 Penalty: 796.008972
	Iteration 28Q: 3 clusters Score -338854.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -338875.656250 Penalty: 796.008972
	Iteration 29Q: 3 clusters Score -338875.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -338887.031250 Penalty: 796.008972
	Iteration 30Q: 3 clusters Score -338887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -338896.031250 Penalty: 796.008972
	Iteration 31Q: 3 clusters Score -338896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -338901.375000 Penalty: 796.008972
	Iteration 32Q: 3 clusters Score -338901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -338902.812500 Penalty: 796.008972
	Iteration 33Q: 3 clusters Score -338902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -338903.062500 Penalty: 796.008972
	Iteration 34Q: 3 clusters Score -338903.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -338903.062500 Penalty: 796.008972
	Iteration 35F: 3 clusters Score -338903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Entering Unmasked Estep 
Score: -541472.812500 Penalty: 418.842438
	Iteration 0F: 2 clusters Score -541472.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -534813.375000 Penalty: 837.684875
	Iteration 0F: 3 clusters Score -534813.4 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -537381.437500 Penalty: 837.684875
	Iteration 1F: 3 clusters Score -537381.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -537502.125000 Penalty: 837.684875
	Iteration 2Q: 3 clusters Score -537502.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -537661.312500 Penalty: 837.684875
	Iteration 3Q: 3 clusters Score -537661.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -537914.687500 Penalty: 837.684875
	Iteration 4Q: 3 clusters Score -537914.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -538283.812500 Penalty: 837.684875
	Iteration 5F: 3 clusters Score -538283.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -538759.625000 Penalty: 837.684875
	Iteration 6F: 3 clusters Score -538759.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -539318.312500 Penalty: 837.684875
	Iteration 7F: 3 clusters Score -539318.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -539802.750000 Penalty: 837.684875
	Iteration 8F: 3 clusters Score -539802.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -540207.625000 Penalty: 837.684875
	Iteration 9Q: 3 clusters Score -540207.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -540460.937500 Penalty: 837.684875
	Iteration 10Q: 3 clusters Score -540460.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -540637.562500 Penalty: 837.684875
	Iteration 11Q: 3 clusters Score -540637.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -540769.937500 Penalty: 837.684875
	Iteration 12Q: 3 clusters Score -540769.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -540839.125000 Penalty: 837.684875
	Iteration 13Q: 3 clusters Score -540839.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -540884.062500 Penalty: 837.684875
	Iteration 14Q: 3 clusters Score -540884.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -540930.875000 Penalty: 837.684875
	Iteration 15Q: 3 clusters Score -540930.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -540964.500000 Penalty: 837.684875
	Iteration 16Q: 3 clusters Score -540964.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -540993.125000 Penalty: 837.684875
	Iteration 17Q: 3 clusters Score -540993.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -541011.062500 Penalty: 837.684875
	Iteration 18Q: 3 clusters Score -541011.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -541029.625000 Penalty: 837.684875
	Iteration 19Q: 3 clusters Score -541029.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -541048.562500 Penalty: 837.684875
	Iteration 20F: 3 clusters Score -541048.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -541061.875000 Penalty: 837.684875
	Iteration 21Q: 3 clusters Score -541061.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -541067.687500 Penalty: 837.684875
	Iteration 22Q: 3 clusters Score -541067.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -541077.562500 Penalty: 837.684875
	Iteration 23Q: 3 clusters Score -541077.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -541089.250000 Penalty: 837.684875
	Iteration 24Q: 3 clusters Score -541089.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -541103.937500 Penalty: 837.684875
	Iteration 25Q: 3 clusters Score -541103.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -541117.500000 Penalty: 837.684875
	Iteration 26Q: 3 clusters Score -541117.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -541128.000000 Penalty: 837.684875
	Iteration 27Q: 3 clusters Score -541128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -541137.812500 Penalty: 837.684875
	Iteration 28Q: 3 clusters Score -541137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -541145.062500 Penalty: 837.684875
	Iteration 29Q: 3 clusters Score -541145.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -541153.375000 Penalty: 837.684875
	Iteration 30Q: 3 clusters Score -541153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -541157.062500 Penalty: 837.684875
	Iteration 31Q: 3 clusters Score -541157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -541157.625000 Penalty: 837.684875
	Iteration 32Q: 3 clusters Score -541157.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -541157.625000 Penalty: 837.684875
	Iteration 33F: 3 clusters Score -541157.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (77071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Entering Unmasked Estep 
Score: -4228413.500000 Penalty: 511.987946
	Iteration 0F: 2 clusters Score -4228414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -4176559.750000 Penalty: 1023.975891
	Iteration 0F: 3 clusters Score -4176560 nChanged 37517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -4200251.000000 Penalty: 1023.975891
	Iteration 1F: 3 clusters Score -4200251 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4202563.000000 Penalty: 1023.975891
	Iteration 2F: 3 clusters Score -4202563 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -4206499.000000 Penalty: 1023.975891
	Iteration 3F: 3 clusters Score -4206499 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -4212174.000000 Penalty: 1023.975891
	Iteration 4F: 3 clusters Score -4212174 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4218209.500000 Penalty: 1023.975891
	Iteration 5F: 3 clusters Score -4218210 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4222838.500000 Penalty: 1023.975891
	Iteration 6F: 3 clusters Score -4222838 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4225555.500000 Penalty: 1023.975891
	Iteration 7Q: 3 clusters Score -4225556 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4226960.000000 Penalty: 1023.975891
	Iteration 8Q: 3 clusters Score -4226960 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4227592.000000 Penalty: 1023.975891
	Iteration 9Q: 3 clusters Score -4227592 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76879 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4227817.000000 Penalty: 1023.975891
	Iteration 10Q: 3 clusters Score -4227817 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4227906.500000 Penalty: 1023.975891
	Iteration 11Q: 3 clusters Score -4227906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77003 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4227938.500000 Penalty: 1023.975891
	Iteration 12Q: 3 clusters Score -4227938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -4227942.000000 Penalty: 1023.975891
	Iteration 13Q: 3 clusters Score -4227942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77014 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -4227944.500000 Penalty: 1023.975891
	Iteration 14Q: 3 clusters Score -4227944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4227947.500000 Penalty: 1023.975891
	Iteration 15Q: 3 clusters Score -4227948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -4227947.500000 Penalty: 1023.975891
	Iteration 16F: 3 clusters Score -4227948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -67072.671875 Penalty: 324.528656
	Iteration 0F: 2 clusters Score -67072.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -66112.781250 Penalty: 649.057312
	Iteration 0F: 3 clusters Score -66112.78 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -66378.039062 Penalty: 649.057312
	Iteration 1F: 3 clusters Score -66378.04 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -66414.929688 Penalty: 649.057312
	Iteration 2F: 3 clusters Score -66414.93 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66441.460938 Penalty: 649.057312
	Iteration 3Q: 3 clusters Score -66441.46 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66465.976562 Penalty: 649.057312
	Iteration 4Q: 3 clusters Score -66465.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66492.281250 Penalty: 649.057312
	Iteration 5Q: 3 clusters Score -66492.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66518.593750 Penalty: 649.057312
	Iteration 6Q: 3 clusters Score -66518.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66546.703125 Penalty: 649.057312
	Iteration 7Q: 3 clusters Score -66546.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66579.882812 Penalty: 649.057312
	Iteration 8Q: 3 clusters Score -66579.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66603.578125 Penalty: 649.057312
	Iteration 9Q: 3 clusters Score -66603.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66634.906250 Penalty: 649.057312
	Iteration 10Q: 3 clusters Score -66634.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66660.804688 Penalty: 649.057312
	Iteration 11Q: 3 clusters Score -66660.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66695.648438 Penalty: 649.057312
	Iteration 12Q: 3 clusters Score -66695.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66729.406250 Penalty: 649.057312
	Iteration 13Q: 3 clusters Score -66729.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66744.750000 Penalty: 649.057312
	Iteration 14Q: 3 clusters Score -66744.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -66762.312500 Penalty: 649.057312
	Iteration 15Q: 3 clusters Score -66762.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -66769.609375 Penalty: 649.057312
	Iteration 16Q: 3 clusters Score -66769.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -66773.640625 Penalty: 649.057312
	Iteration 17Q: 3 clusters Score -66773.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66777.117188 Penalty: 649.057312
	Iteration 18Q: 3 clusters Score -66777.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -66779.554688 Penalty: 649.057312
	Iteration 19Q: 3 clusters Score -66779.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -66782.554688 Penalty: 649.057312
	Iteration 20F: 3 clusters Score -66782.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66783.132812 Penalty: 649.057312
	Iteration 21Q: 3 clusters Score -66783.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66783.796875 Penalty: 649.057312
	Iteration 22Q: 3 clusters Score -66783.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -66783.867188 Penalty: 649.057312
	Iteration 23Q: 3 clusters Score -66783.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -66783.867188 Penalty: 649.057312
	Iteration 24F: 3 clusters Score -66783.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (24312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Entering Unmasked Estep 
Score: -1265064.875000 Penalty: 459.492004
	Iteration 0F: 2 clusters Score -1265065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1248809.125000 Penalty: 918.984009
	Iteration 0F: 3 clusters Score -1248809 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1255622.500000 Penalty: 918.984009
	Iteration 1F: 3 clusters Score -1255622 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1255950.000000 Penalty: 918.984009
	Iteration 2Q: 3 clusters Score -1255950 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1256456.125000 Penalty: 918.984009
	Iteration 3Q: 3 clusters Score -1256456 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1257285.875000 Penalty: 918.984009
	Iteration 4F: 3 clusters Score -1257286 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1258500.625000 Penalty: 918.984009
	Iteration 5F: 3 clusters Score -1258501 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1259830.500000 Penalty: 918.984009
	Iteration 6F: 3 clusters Score -1259830 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -1260798.750000 Penalty: 918.984009
	Iteration 7F: 3 clusters Score -1260799 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1261258.625000 Penalty: 918.984009
	Iteration 8Q: 3 clusters Score -1261259 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1261474.875000 Penalty: 918.984009
	Iteration 9Q: 3 clusters Score -1261475 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -1261652.125000 Penalty: 918.984009
	Iteration 10Q: 3 clusters Score -1261652 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1261846.875000 Penalty: 918.984009
	Iteration 11Q: 3 clusters Score -1261847 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1262017.375000 Penalty: 918.984009
	Iteration 12Q: 3 clusters Score -1262017 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1262185.250000 Penalty: 918.984009
	Iteration 13Q: 3 clusters Score -1262185 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1262362.375000 Penalty: 918.984009
	Iteration 14Q: 3 clusters Score -1262362 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1262554.625000 Penalty: 918.984009
	Iteration 15Q: 3 clusters Score -1262555 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -1262727.375000 Penalty: 918.984009
	Iteration 16Q: 3 clusters Score -1262727 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1262870.000000 Penalty: 918.984009
	Iteration 17Q: 3 clusters Score -1262870 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1262986.625000 Penalty: 918.984009
	Iteration 18Q: 3 clusters Score -1262987 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -1263098.750000 Penalty: 918.984009
	Iteration 19Q: 3 clusters Score -1263099 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1263222.625000 Penalty: 918.984009
	Iteration 20F: 3 clusters Score -1263223 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1263326.500000 Penalty: 918.984009
	Iteration 21Q: 3 clusters Score -1263326 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -1263419.875000 Penalty: 918.984009
	Iteration 22Q: 3 clusters Score -1263420 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -1263501.625000 Penalty: 918.984009
	Iteration 23Q: 3 clusters Score -1263502 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -1263577.000000 Penalty: 918.984009
	Iteration 24Q: 3 clusters Score -1263577 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -1263622.750000 Penalty: 918.984009
	Iteration 25Q: 3 clusters Score -1263623 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -1263660.000000 Penalty: 918.984009
	Iteration 26Q: 3 clusters Score -1263660 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1263695.750000 Penalty: 918.984009
	Iteration 27Q: 3 clusters Score -1263696 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -1263733.875000 Penalty: 918.984009
	Iteration 28Q: 3 clusters Score -1263734 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -1263773.625000 Penalty: 918.984009
	Iteration 29Q: 3 clusters Score -1263774 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -1263807.500000 Penalty: 918.984009
	Iteration 30Q: 3 clusters Score -1263808 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1263839.375000 Penalty: 918.984009
	Iteration 31Q: 3 clusters Score -1263839 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -1263872.125000 Penalty: 918.984009
	Iteration 32Q: 3 clusters Score -1263872 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1263908.375000 Penalty: 918.984009
	Iteration 33Q: 3 clusters Score -1263908 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -1263941.625000 Penalty: 918.984009
	Iteration 34Q: 3 clusters Score -1263942 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -1263975.125000 Penalty: 918.984009
	Iteration 35Q: 3 clusters Score -1263975 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -1264014.000000 Penalty: 918.984009
	Iteration 36Q: 3 clusters Score -1264014 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -1264050.250000 Penalty: 918.984009
	Iteration 37Q: 3 clusters Score -1264050 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -1264087.875000 Penalty: 918.984009
	Iteration 38Q: 3 clusters Score -1264088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -1264123.875000 Penalty: 918.984009
	Iteration 39Q: 3 clusters Score -1264124 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -1264166.750000 Penalty: 918.984009
	Iteration 40F: 3 clusters Score -1264167 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -1264205.750000 Penalty: 918.984009
	Iteration 41Q: 3 clusters Score -1264206 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -1264244.625000 Penalty: 918.984009
	Iteration 42Q: 3 clusters Score -1264245 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -1264275.500000 Penalty: 918.984009
	Iteration 43Q: 3 clusters Score -1264276 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -1264306.125000 Penalty: 918.984009
	Iteration 44Q: 3 clusters Score -1264306 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -1264339.375000 Penalty: 918.984009
	Iteration 45Q: 3 clusters Score -1264339 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -1264368.125000 Penalty: 918.984009
	Iteration 46Q: 3 clusters Score -1264368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -1264397.875000 Penalty: 918.984009
	Iteration 47Q: 3 clusters Score -1264398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -1264420.125000 Penalty: 918.984009
	Iteration 48Q: 3 clusters Score -1264420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -1264442.500000 Penalty: 918.984009
	Iteration 49Q: 3 clusters Score -1264442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -1264457.875000 Penalty: 918.984009
	Iteration 50Q: 3 clusters Score -1264458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -1264475.500000 Penalty: 918.984009
	Iteration 51Q: 3 clusters Score -1264476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -1264485.500000 Penalty: 918.984009
	Iteration 52Q: 3 clusters Score -1264486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -1264496.250000 Penalty: 918.984009
	Iteration 53Q: 3 clusters Score -1264496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -1264505.625000 Penalty: 918.984009
	Iteration 54Q: 3 clusters Score -1264506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -1264512.625000 Penalty: 918.984009
	Iteration 55Q: 3 clusters Score -1264513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -1264517.375000 Penalty: 918.984009
	Iteration 56Q: 3 clusters Score -1264517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -1264522.125000 Penalty: 918.984009
	Iteration 57Q: 3 clusters Score -1264522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -1264529.875000 Penalty: 918.984009
	Iteration 58Q: 3 clusters Score -1264530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -1264536.750000 Penalty: 918.984009
	Iteration 59Q: 3 clusters Score -1264537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1264541.625000 Penalty: 918.984009
	Iteration 60F: 3 clusters Score -1264542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -1264549.250000 Penalty: 918.984009
	Iteration 61Q: 3 clusters Score -1264549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -1264553.750000 Penalty: 918.984009
	Iteration 62Q: 3 clusters Score -1264554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -1264557.250000 Penalty: 918.984009
	Iteration 63Q: 3 clusters Score -1264557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -1264555.250000 Penalty: 918.984009
	Iteration 64Q: 3 clusters Score -1264555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -1264557.375000 Penalty: 918.984009
	Iteration 65Q: 3 clusters Score -1264557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -1264561.500000 Penalty: 918.984009
	Iteration 66Q: 3 clusters Score -1264562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -1264561.250000 Penalty: 918.984009
	Iteration 67Q: 3 clusters Score -1264561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -1264565.125000 Penalty: 918.984009
	Iteration 68Q: 3 clusters Score -1264565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -1264566.375000 Penalty: 918.984009
	Iteration 69Q: 3 clusters Score -1264566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -1264569.625000 Penalty: 918.984009
	Iteration 70Q: 3 clusters Score -1264570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -1264571.250000 Penalty: 918.984009
	Iteration 71Q: 3 clusters Score -1264571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -1264575.375000 Penalty: 918.984009
	Iteration 72Q: 3 clusters Score -1264575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -1264582.125000 Penalty: 918.984009
	Iteration 73Q: 3 clusters Score -1264582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -1264586.000000 Penalty: 918.984009
	Iteration 74Q: 3 clusters Score -1264586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -1264592.500000 Penalty: 918.984009
	Iteration 75Q: 3 clusters Score -1264592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -1264595.500000 Penalty: 918.984009
	Iteration 76Q: 3 clusters Score -1264596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -1264597.625000 Penalty: 918.984009
	Iteration 77Q: 3 clusters Score -1264598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -1264602.500000 Penalty: 918.984009
	Iteration 78Q: 3 clusters Score -1264602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -1264604.000000 Penalty: 918.984009
	Iteration 79Q: 3 clusters Score -1264604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -1264607.750000 Penalty: 918.984009
	Iteration 80F: 3 clusters Score -1264608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -1264609.250000 Penalty: 918.984009
	Iteration 81Q: 3 clusters Score -1264609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -1264608.125000 Penalty: 918.984009
	Iteration 82Q: 3 clusters Score -1264608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -1264608.250000 Penalty: 918.984009
	Iteration 83Q: 3 clusters Score -1264608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -1264609.000000 Penalty: 918.984009
	Iteration 84Q: 3 clusters Score -1264609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -1264609.000000 Penalty: 918.984009
	Iteration 85Q: 3 clusters Score -1264609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -1264608.000000 Penalty: 918.984009
	Iteration 86Q: 3 clusters Score -1264608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -1264610.625000 Penalty: 918.984009
	Iteration 87Q: 3 clusters Score -1264611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -1264610.125000 Penalty: 918.984009
	Iteration 88Q: 3 clusters Score -1264610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -1264610.125000 Penalty: 918.984009
	Iteration 89Q: 3 clusters Score -1264610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -1264609.750000 Penalty: 918.984009
	Iteration 90Q: 3 clusters Score -1264610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -1264609.750000 Penalty: 918.984009
	Iteration 91F: 3 clusters Score -1264610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -13240.240234 Penalty: 258.292297
	Iteration 0F: 2 clusters Score -13240.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -12889.072266 Penalty: 516.584595
	Iteration 0F: 3 clusters Score -12889.07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13016.995117 Penalty: 516.584595
	Iteration 1F: 3 clusters Score -13017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13062.414062 Penalty: 516.584595
	Iteration 2F: 3 clusters Score -13062.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -13071.392578 Penalty: 516.584595
	Iteration 3Q: 3 clusters Score -13071.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13080.412109 Penalty: 516.584595
	Iteration 4Q: 3 clusters Score -13080.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13086.437500 Penalty: 516.584595
	Iteration 5Q: 3 clusters Score -13086.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13087.164062 Penalty: 516.584595
	Iteration 6Q: 3 clusters Score -13087.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13087.164062 Penalty: 516.584595
	Iteration 7F: 3 clusters Score -13087.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -38075.414062 Penalty: 299.670807
	Iteration 0F: 2 clusters Score -38075.41 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 369 members 
Entering Unmasked Estep 
Score: -37451.605469 Penalty: 599.341614
	Iteration 0F: 3 clusters Score -37451.61 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -37662.023438 Penalty: 599.341614
	Iteration 1F: 3 clusters Score -37662.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37743.109375 Penalty: 599.341614
	Iteration 2F: 3 clusters Score -37743.11 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37773.921875 Penalty: 599.341614
	Iteration 3F: 3 clusters Score -37773.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37790.976562 Penalty: 599.341614
	Iteration 4Q: 3 clusters Score -37790.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37809.933594 Penalty: 599.341614
	Iteration 5Q: 3 clusters Score -37809.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37829.578125 Penalty: 599.341614
	Iteration 6Q: 3 clusters Score -37829.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37842.195312 Penalty: 599.341614
	Iteration 7Q: 3 clusters Score -37842.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37861.503906 Penalty: 599.341614
	Iteration 8Q: 3 clusters Score -37861.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37880.281250 Penalty: 599.341614
	Iteration 9Q: 3 clusters Score -37880.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37890.031250 Penalty: 599.341614
	Iteration 10Q: 3 clusters Score -37890.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37895.503906 Penalty: 599.341614
	Iteration 11Q: 3 clusters Score -37895.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37902.222656 Penalty: 599.341614
	Iteration 12Q: 3 clusters Score -37902.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37909.492188 Penalty: 599.341614
	Iteration 13Q: 3 clusters Score -37909.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37912.308594 Penalty: 599.341614
	Iteration 14Q: 3 clusters Score -37912.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37919.515625 Penalty: 599.341614
	Iteration 15Q: 3 clusters Score -37919.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37923.824219 Penalty: 599.341614
	Iteration 16Q: 3 clusters Score -37923.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37926.421875 Penalty: 599.341614
	Iteration 17Q: 3 clusters Score -37926.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37927.023438 Penalty: 599.341614
	Iteration 18Q: 3 clusters Score -37927.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37928.542969 Penalty: 599.341614
	Iteration 19Q: 3 clusters Score -37928.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37928.542969 Penalty: 599.341614
	Iteration 20F: 3 clusters Score -37928.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (86577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Entering Unmasked Estep 
Score: -4738281.500000 Penalty: 517.279907
	Iteration 0F: 2 clusters Score -4738282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -4680587.000000 Penalty: 1034.559814
	Iteration 0F: 3 clusters Score -4680587 nChanged 42401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -4706681.500000 Penalty: 1034.559814
	Iteration 1F: 3 clusters Score -4706682 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -4708117.500000 Penalty: 1034.559814
	Iteration 2Q: 3 clusters Score -4708118 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -4710121.500000 Penalty: 1034.559814
	Iteration 3Q: 3 clusters Score -4710122 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -4713169.000000 Penalty: 1034.559814
	Iteration 4F: 3 clusters Score -4713169 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -4717397.500000 Penalty: 1034.559814
	Iteration 5F: 3 clusters Score -4717398 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -4721240.000000 Penalty: 1034.559814
	Iteration 6F: 3 clusters Score -4721240 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -4722999.500000 Penalty: 1034.559814
	Iteration 7Q: 3 clusters Score -4723000 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -4723399.000000 Penalty: 1034.559814
	Iteration 8Q: 3 clusters Score -4723399 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -4723563.000000 Penalty: 1034.559814
	Iteration 9Q: 3 clusters Score -4723563 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -4723632.000000 Penalty: 1034.559814
	Iteration 10Q: 3 clusters Score -4723632 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -4723710.000000 Penalty: 1034.559814
	Iteration 11Q: 3 clusters Score -4723710 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -4723753.500000 Penalty: 1034.559814
	Iteration 12Q: 3 clusters Score -4723754 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -4723798.000000 Penalty: 1034.559814
	Iteration 13Q: 3 clusters Score -4723798 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -4723867.500000 Penalty: 1034.559814
	Iteration 14Q: 3 clusters Score -4723868 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -4723948.000000 Penalty: 1034.559814
	Iteration 15Q: 3 clusters Score -4723948 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -4724037.000000 Penalty: 1034.559814
	Iteration 16Q: 3 clusters Score -4724037 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -4724088.500000 Penalty: 1034.559814
	Iteration 17Q: 3 clusters Score -4724088 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -4724195.500000 Penalty: 1034.559814
	Iteration 18Q: 3 clusters Score -4724196 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -4724298.000000 Penalty: 1034.559814
	Iteration 19Q: 3 clusters Score -4724298 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -4724424.500000 Penalty: 1034.559814
	Iteration 20F: 3 clusters Score -4724424 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4724534.500000 Penalty: 1034.559814
	Iteration 21Q: 3 clusters Score -4724534 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -4724652.500000 Penalty: 1034.559814
	Iteration 22Q: 3 clusters Score -4724652 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4724798.000000 Penalty: 1034.559814
	Iteration 23Q: 3 clusters Score -4724798 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4724974.500000 Penalty: 1034.559814
	Iteration 24Q: 3 clusters Score -4724974 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4725184.500000 Penalty: 1034.559814
	Iteration 25Q: 3 clusters Score -4725184 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4725384.500000 Penalty: 1034.559814
	Iteration 26Q: 3 clusters Score -4725384 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4725638.000000 Penalty: 1034.559814
	Iteration 27Q: 3 clusters Score -4725638 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4725971.000000 Penalty: 1034.559814
	Iteration 28Q: 3 clusters Score -4725971 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4726301.000000 Penalty: 1034.559814
	Iteration 29Q: 3 clusters Score -4726301 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -4726708.500000 Penalty: 1034.559814
	Iteration 30Q: 3 clusters Score -4726708 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -4727109.000000 Penalty: 1034.559814
	Iteration 31Q: 3 clusters Score -4727109 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4727573.500000 Penalty: 1034.559814
	Iteration 32Q: 3 clusters Score -4727574 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -4728075.500000 Penalty: 1034.559814
	Iteration 33Q: 3 clusters Score -4728076 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -4728595.500000 Penalty: 1034.559814
	Iteration 34Q: 3 clusters Score -4728596 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -4729146.500000 Penalty: 1034.559814
	Iteration 35Q: 3 clusters Score -4729146 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -4729636.500000 Penalty: 1034.559814
	Iteration 36Q: 3 clusters Score -4729636 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -4730175.500000 Penalty: 1034.559814
	Iteration 37Q: 3 clusters Score -4730176 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -4730645.500000 Penalty: 1034.559814
	Iteration 38Q: 3 clusters Score -4730646 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4731011.500000 Penalty: 1034.559814
	Iteration 39Q: 3 clusters Score -4731012 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4731381.000000 Penalty: 1034.559814
	Iteration 40F: 3 clusters Score -4731381 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -4731675.500000 Penalty: 1034.559814
	Iteration 41Q: 3 clusters Score -4731676 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4731953.000000 Penalty: 1034.559814
	Iteration 42Q: 3 clusters Score -4731953 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -4732113.500000 Penalty: 1034.559814
	Iteration 43Q: 3 clusters Score -4732114 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4732272.500000 Penalty: 1034.559814
	Iteration 44Q: 3 clusters Score -4732272 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4732441.000000 Penalty: 1034.559814
	Iteration 45Q: 3 clusters Score -4732441 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -4732554.000000 Penalty: 1034.559814
	Iteration 46Q: 3 clusters Score -4732554 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4732618 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4732730 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4732819 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4732918 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4733023 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4733149 nChanged 612
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4733283 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4733393 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4733490 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4733569 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4733618 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4733658 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4733734 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4733786 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4733836 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4733878 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4733935 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4733964 nChanged 356
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4734007 nChanged 379
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4734057 nChanged 412
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4734110 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4734208 nChanged 478
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4734302 nChanged 509
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4734367 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4734468 nChanged 573
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4734602 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4734722 nChanged 565
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4734858 nChanged 576
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4734962 nChanged 577
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4735098 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67533 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4735210 nChanged 605
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4735355 nChanged 586
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4735502 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4735640 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4735756 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70376 members 
Mstep: Class 2 contains 16201 members 
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	Iteration 82Q: 3 clusters Score -4735862 nChanged 524
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 15679 members 
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	Iteration 83Q: 3 clusters Score -4735995 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71443 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4736114 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4736198 nChanged 480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4736294 nChanged 493
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4736408 nChanged 446
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73369 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4736477 nChanged 405
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Mstep: Class 1 contains 73774 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4736557 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 12411 members 
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	Iteration 90Q: 3 clusters Score -4736603 nChanged 368
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74534 members 
Mstep: Class 2 contains 12043 members 
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	Iteration 91Q: 3 clusters Score -4736682 nChanged 370
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Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4736750 nChanged 351
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Mstep: Class 1 contains 75255 members 
Mstep: Class 2 contains 11322 members 
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	Iteration 93Q: 3 clusters Score -4736820 nChanged 331
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Mstep: Class 1 contains 75586 members 
Mstep: Class 2 contains 10991 members 
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	Iteration 94Q: 3 clusters Score -4736855 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 10665 members 
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	Iteration 95Q: 3 clusters Score -4736906 nChanged 322
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Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4736948 nChanged 312
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Mstep: Class 2 contains 10031 members 
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	Iteration 97Q: 3 clusters Score -4737000 nChanged 314
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Mstep: Class 1 contains 76860 members 
Mstep: Class 2 contains 9717 members 
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	Iteration 98Q: 3 clusters Score -4737034 nChanged 305
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Mstep: Class 1 contains 77165 members 
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	Iteration 99Q: 3 clusters Score -4737084 nChanged 302
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Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4737123 nChanged 285
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Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4737156 nChanged 261
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Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 8564 members 
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	Iteration 102Q: 3 clusters Score -4737168 nChanged 242
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Mstep: Class 2 contains 8322 members 
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	Iteration 103Q: 3 clusters Score -4737202 nChanged 248
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Mstep: Class 1 contains 78503 members 
Mstep: Class 2 contains 8074 members 
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	Iteration 104Q: 3 clusters Score -4737225 nChanged 238
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Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 7836 members 
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	Iteration 105Q: 3 clusters Score -4737242 nChanged 231
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Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 7605 members 
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	Iteration 106Q: 3 clusters Score -4737263 nChanged 212
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Mstep: Class 1 contains 79184 members 
Mstep: Class 2 contains 7393 members 
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	Iteration 107Q: 3 clusters Score -4737276 nChanged 188
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Mstep: Class 1 contains 79372 members 
Mstep: Class 2 contains 7205 members 
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	Iteration 108Q: 3 clusters Score -4737298 nChanged 173
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Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 7032 members 
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	Iteration 109Q: 3 clusters Score -4737321 nChanged 172
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Mstep: Class 1 contains 79717 me